warning: commands will be executed using /bin/sh
job 2575 at Sat Mar 29 19:50:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140327/YutaMouse20-140327/YutaMouse20-140327
ElecNo	2
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 5970496 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 1990165 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104456 members 
Mstep: Class 2 contains 104947 members 
Mstep: Class 3 contains 104986 members 
Mstep: Class 4 contains 104924 members 
Mstep: Class 5 contains 104509 members 
Mstep: Class 6 contains 104702 members 
Mstep: Class 7 contains 105766 members 
Mstep: Class 8 contains 104465 members 
Mstep: Class 9 contains 104843 members 
Mstep: Class 10 contains 104615 members 
Mstep: Class 11 contains 104601 members 
Mstep: Class 12 contains 104721 members 
Mstep: Class 13 contains 105308 members 
Mstep: Class 14 contains 104321 members 
Mstep: Class 15 contains 105039 members 
Mstep: Class 16 contains 104825 members 
Mstep: Class 17 contains 104475 members 
Mstep: Class 18 contains 104675 members 
Mstep: Class 19 contains 103987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 800.281982 but Gain 3596.921875
Score: -224327904.000000 Penalty: 64744.640625
Iteration 0F: 19 clusters Score -2.243279e+08 nChanged 1881014
Entering Unmasked Mstep 
Mstep: Class 0 contains 2671 members 
Mstep: Class 1 contains 43575 members 
Mstep: Class 2 contains 68270 members 
Mstep: Class 3 contains 77748 members 
Mstep: Class 4 contains 118037 members 
Mstep: Class 5 contains 105416 members 
Mstep: Class 6 contains 28323 members 
Mstep: Class 7 contains 46677 members 
Mstep: Class 8 contains 44533 members 
Mstep: Class 9 contains 80826 members 
Mstep: Class 10 contains 426921 members 
Mstep: Class 11 contains 81354 members 
Mstep: Class 12 contains 54929 members 
Mstep: Class 13 contains 74869 members 
Mstep: Class 14 contains 23112 members 
Mstep: Class 15 contains 424901 members 
Mstep: Class 16 contains 69341 members 
Mstep: Class 17 contains 51261 members 
Mstep: Class 18 contains 167401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -230895664.000000 Penalty: 64744.640625
Iteration 1F: 19 clusters Score -2.308957e+08 nChanged 709026
Entering Unmasked Mstep 
Mstep: Class 0 contains 2377 members 
Mstep: Class 1 contains 32019 members 
Mstep: Class 2 contains 57624 members 
Mstep: Class 3 contains 60498 members 
Mstep: Class 4 contains 96640 members 
Mstep: Class 5 contains 96223 members 
Mstep: Class 6 contains 24012 members 
Mstep: Class 7 contains 39196 members 
Mstep: Class 8 contains 36105 members 
Mstep: Class 9 contains 83458 members 
Mstep: Class 10 contains 503653 members 
Mstep: Class 11 contains 74469 members 
Mstep: Class 12 contains 27597 members 
Mstep: Class 13 contains 63663 members 
Mstep: Class 14 contains 26945 members 
Mstep: Class 15 contains 499861 members 
Mstep: Class 16 contains 59319 members 
Mstep: Class 17 contains 33077 members 
Mstep: Class 18 contains 173429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -231984128.000000 Penalty: 64744.640625
Iteration 2F: 19 clusters Score -2.319841e+08 nChanged 494325
Entering Unmasked Mstep 
Mstep: Class 0 contains 2239 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 54268 members 
Mstep: Class 3 contains 54968 members 
Mstep: Class 4 contains 92813 members 
Mstep: Class 5 contains 82264 members 
Mstep: Class 6 contains 21537 members 
Mstep: Class 7 contains 36615 members 
Mstep: Class 8 contains 38874 members 
Mstep: Class 9 contains 93651 members 
Mstep: Class 10 contains 489534 members 
Mstep: Class 11 contains 84694 members 
Mstep: Class 12 contains 15040 members 
Mstep: Class 13 contains 60126 members 
Mstep: Class 14 contains 34902 members 
Mstep: Class 15 contains 490971 members 
Mstep: Class 16 contains 60242 members 
Mstep: Class 17 contains 25192 members 
Mstep: Class 18 contains 225147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -232855808.000000 Penalty: 64744.640625
Iteration 3F: 19 clusters Score -2.328558e+08 nChanged 393248
Entering Unmasked Mstep 
Mstep: Class 0 contains 2150 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 48835 members 
Mstep: Class 3 contains 55951 members 
Mstep: Class 4 contains 94077 members 
Mstep: Class 5 contains 68253 members 
Mstep: Class 6 contains 16130 members 
Mstep: Class 7 contains 33817 members 
Mstep: Class 8 contains 49532 members 
Mstep: Class 9 contains 89975 members 
Mstep: Class 10 contains 469125 members 
Mstep: Class 11 contains 99723 members 
Mstep: Class 12 contains 9307 members 
Mstep: Class 13 contains 55178 members 
Mstep: Class 14 contains 38106 members 
Mstep: Class 15 contains 453927 members 
Mstep: Class 16 contains 56830 members 
Mstep: Class 17 contains 23194 members 
Mstep: Class 18 contains 306080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233486768.000000 Penalty: 64744.640625
Iteration 4F: 19 clusters Score -2.334868e+08 nChanged 309625
Entering Unmasked Mstep 
Mstep: Class 0 contains 2130 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 41216 members 
Mstep: Class 3 contains 59449 members 
Mstep: Class 4 contains 94818 members 
Mstep: Class 5 contains 57782 members 
Mstep: Class 6 contains 11516 members 
Mstep: Class 7 contains 33330 members 
Mstep: Class 8 contains 64491 members 
Mstep: Class 9 contains 77015 members 
Mstep: Class 10 contains 453159 members 
Mstep: Class 11 contains 112159 members 
Mstep: Class 12 contains 7203 members 
Mstep: Class 13 contains 47779 members 
Mstep: Class 14 contains 37581 members 
Mstep: Class 15 contains 411842 members 
Mstep: Class 16 contains 51328 members 
Mstep: Class 17 contains 23797 members 
Mstep: Class 18 contains 385449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233858256.000000 Penalty: 64744.640625
Iteration 5F: 19 clusters Score -2.338583e+08 nChanged 233904
Entering Unmasked Mstep 
Mstep: Class 0 contains 2125 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 33841 members 
Mstep: Class 3 contains 62247 members 
Mstep: Class 4 contains 92995 members 
Mstep: Class 5 contains 50732 members 
Mstep: Class 6 contains 9353 members 
Mstep: Class 7 contains 34000 members 
Mstep: Class 8 contains 82404 members 
Mstep: Class 9 contains 65410 members 
Mstep: Class 10 contains 441229 members 
Mstep: Class 11 contains 121894 members 
Mstep: Class 12 contains 7040 members 
Mstep: Class 13 contains 42901 members 
Mstep: Class 14 contains 36007 members 
Mstep: Class 15 contains 375894 members 
Mstep: Class 16 contains 48204 members 
Mstep: Class 17 contains 24112 members 
Mstep: Class 18 contains 439107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234055120.000000 Penalty: 64744.640625
Iteration 6F: 19 clusters Score -2.340551e+08 nChanged 173523
Entering Unmasked Mstep 
Mstep: Class 0 contains 2118 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 28066 members 
Mstep: Class 3 contains 65249 members 
Mstep: Class 4 contains 89351 members 
Mstep: Class 5 contains 46253 members 
Mstep: Class 6 contains 8622 members 
Mstep: Class 7 contains 34982 members 
Mstep: Class 8 contains 100350 members 
Mstep: Class 9 contains 56473 members 
Mstep: Class 10 contains 442475 members 
Mstep: Class 11 contains 130953 members 
Mstep: Class 12 contains 7762 members 
Mstep: Class 13 contains 43299 members 
Mstep: Class 14 contains 34280 members 
Mstep: Class 15 contains 350001 members 
Mstep: Class 16 contains 47680 members 
Mstep: Class 17 contains 24277 members 
Mstep: Class 18 contains 454407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234200544.000000 Penalty: 64744.640625
Iteration 7F: 19 clusters Score -2.342005e+08 nChanged 131175
Entering Unmasked Mstep 
Mstep: Class 0 contains 2110 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 24629 members 
Mstep: Class 3 contains 68391 members 
Mstep: Class 4 contains 84489 members 
Mstep: Class 5 contains 43249 members 
Mstep: Class 6 contains 8506 members 
Mstep: Class 7 contains 36818 members 
Mstep: Class 8 contains 116306 members 
Mstep: Class 9 contains 48045 members 
Mstep: Class 10 contains 449021 members 
Mstep: Class 11 contains 138977 members 
Mstep: Class 12 contains 8780 members 
Mstep: Class 13 contains 45495 members 
Mstep: Class 14 contains 32125 members 
Mstep: Class 15 contains 332254 members 
Mstep: Class 16 contains 47915 members 
Mstep: Class 17 contains 24649 members 
Mstep: Class 18 contains 452930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234301616.000000 Penalty: 64744.640625
Iteration 8F: 19 clusters Score -2.343016e+08 nChanged 106870
Entering Unmasked Mstep 
Mstep: Class 0 contains 2101 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 22728 members 
Mstep: Class 3 contains 71373 members 
Mstep: Class 4 contains 79072 members 
Mstep: Class 5 contains 41051 members 
Mstep: Class 6 contains 8742 members 
Mstep: Class 7 contains 40512 members 
Mstep: Class 8 contains 129366 members 
Mstep: Class 9 contains 39945 members 
Mstep: Class 10 contains 457653 members 
Mstep: Class 11 contains 146844 members 
Mstep: Class 12 contains 9846 members 
Mstep: Class 13 contains 48936 members 
Mstep: Class 14 contains 29302 members 
Mstep: Class 15 contains 317191 members 
Mstep: Class 16 contains 48321 members 
Mstep: Class 17 contains 25006 members 
Mstep: Class 18 contains 445604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234366400.000000 Penalty: 64744.640625
Iteration 9F: 19 clusters Score -2.343664e+08 nChanged 90971
Entering Unmasked Mstep 
Mstep: Class 0 contains 2095 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 21598 members 
Mstep: Class 3 contains 74213 members 
Mstep: Class 4 contains 73589 members 
Mstep: Class 5 contains 39356 members 
Mstep: Class 6 contains 9524 members 
Mstep: Class 7 contains 45708 members 
Mstep: Class 8 contains 139730 members 
Mstep: Class 9 contains 32804 members 
Mstep: Class 10 contains 467386 members 
Mstep: Class 11 contains 155043 members 
Mstep: Class 12 contains 11101 members 
Mstep: Class 13 contains 52967 members 
Mstep: Class 14 contains 25820 members 
Mstep: Class 15 contains 301422 members 
Mstep: Class 16 contains 48769 members 
Mstep: Class 17 contains 25456 members 
Mstep: Class 18 contains 436277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234423184.000000 Penalty: 64744.640625
Iteration 10Q: 19 clusters Score -2.344232e+08 nChanged 78856
Entering Unmasked Mstep 
Mstep: Class 0 contains 2090 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 20745 members 
Mstep: Class 3 contains 76682 members 
Mstep: Class 4 contains 68488 members 
Mstep: Class 5 contains 38196 members 
Mstep: Class 6 contains 11063 members 
Mstep: Class 7 contains 51294 members 
Mstep: Class 8 contains 147547 members 
Mstep: Class 9 contains 27391 members 
Mstep: Class 10 contains 476253 members 
Mstep: Class 11 contains 163358 members 
Mstep: Class 12 contains 12455 members 
Mstep: Class 13 contains 57102 members 
Mstep: Class 14 contains 21827 members 
Mstep: Class 15 contains 285609 members 
Mstep: Class 16 contains 49164 members 
Mstep: Class 17 contains 25813 members 
Mstep: Class 18 contains 427288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234465776.000000 Penalty: 64744.640625
Iteration 11Q: 19 clusters Score -2.344658e+08 nChanged 70071
Entering Unmasked Mstep 
Mstep: Class 0 contains 2090 members 
Mstep: Class 1 contains 28217 members 
Mstep: Class 2 contains 20083 members 
Mstep: Class 3 contains 78749 members 
Mstep: Class 4 contains 63800 members 
Mstep: Class 5 contains 37487 members 
Mstep: Class 6 contains 13599 members 
Mstep: Class 7 contains 56809 members 
Mstep: Class 8 contains 152997 members 
Mstep: Class 9 contains 23664 members 
Mstep: Class 10 contains 483952 members 
Mstep: Class 11 contains 171893 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 61484 members 
Mstep: Class 14 contains 17437 members 
Mstep: Class 15 contains 270233 members 
Mstep: Class 16 contains 49647 members 
Mstep: Class 17 contains 26073 members 
Mstep: Class 18 contains 418091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234501456.000000 Penalty: 64744.640625
Iteration 12Q: 19 clusters Score -2.345015e+08 nChanged 62784
Entering Unmasked Mstep 
Mstep: Class 0 contains 2090 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 19638 members 
Mstep: Class 3 contains 80501 members 
Mstep: Class 4 contains 59592 members 
Mstep: Class 5 contains 37197 members 
Mstep: Class 6 contains 16541 members 
Mstep: Class 7 contains 61965 members 
Mstep: Class 8 contains 156876 members 
Mstep: Class 9 contains 21268 members 
Mstep: Class 10 contains 490398 members 
Mstep: Class 11 contains 180390 members 
Mstep: Class 12 contains 15366 members 
Mstep: Class 13 contains 65801 members 
Mstep: Class 14 contains 13472 members 
Mstep: Class 15 contains 255306 members 
Mstep: Class 16 contains 50327 members 
Mstep: Class 17 contains 26180 members 
Mstep: Class 18 contains 408763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234527792.000000 Penalty: 64744.640625
Iteration 13Q: 19 clusters Score -2.345278e+08 nChanged 55551
Entering Unmasked Mstep 
Mstep: Class 0 contains 2090 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 19379 members 
Mstep: Class 3 contains 81918 members 
Mstep: Class 4 contains 55982 members 
Mstep: Class 5 contains 37107 members 
Mstep: Class 6 contains 19474 members 
Mstep: Class 7 contains 66526 members 
Mstep: Class 8 contains 159793 members 
Mstep: Class 9 contains 19588 members 
Mstep: Class 10 contains 495437 members 
Mstep: Class 11 contains 188456 members 
Mstep: Class 12 contains 16771 members 
Mstep: Class 13 contains 70048 members 
Mstep: Class 14 contains 10633 members 
Mstep: Class 15 contains 241810 members 
Mstep: Class 16 contains 51182 members 
Mstep: Class 17 contains 25924 members 
Mstep: Class 18 contains 399549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234547136.000000 Penalty: 64744.640625
Iteration 14Q: 19 clusters Score -2.345471e+08 nChanged 48907
Entering Unmasked Mstep 
Mstep: Class 0 contains 2090 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 19300 members 
Mstep: Class 3 contains 83078 members 
Mstep: Class 4 contains 53010 members 
Mstep: Class 5 contains 37141 members 
Mstep: Class 6 contains 22505 members 
Mstep: Class 7 contains 70406 members 
Mstep: Class 8 contains 162120 members 
Mstep: Class 9 contains 18401 members 
Mstep: Class 10 contains 499315 members 
Mstep: Class 11 contains 195830 members 
Mstep: Class 12 contains 17996 members 
Mstep: Class 13 contains 74575 members 
Mstep: Class 14 contains 8775 members 
Mstep: Class 15 contains 229911 members 
Mstep: Class 16 contains 52173 members 
Mstep: Class 17 contains 25283 members 
Mstep: Class 18 contains 389835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234565152.000000 Penalty: 64744.640625
Iteration 15Q: 19 clusters Score -2.345652e+08 nChanged 43664
Entering Unmasked Mstep 
Mstep: Class 0 contains 2090 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 19292 members 
Mstep: Class 3 contains 84014 members 
Mstep: Class 4 contains 50647 members 
Mstep: Class 5 contains 37350 members 
Mstep: Class 6 contains 25417 members 
Mstep: Class 7 contains 73575 members 
Mstep: Class 8 contains 163961 members 
Mstep: Class 9 contains 17528 members 
Mstep: Class 10 contains 502529 members 
Mstep: Class 11 contains 202580 members 
Mstep: Class 12 contains 19009 members 
Mstep: Class 13 contains 79322 members 
Mstep: Class 14 contains 7690 members 
Mstep: Class 15 contains 219316 members 
Mstep: Class 16 contains 53099 members 
Mstep: Class 17 contains 24611 members 
Mstep: Class 18 contains 379952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234578160.000000 Penalty: 64744.640625
Iteration 16Q: 19 clusters Score -2.345782e+08 nChanged 38946
Entering Unmasked Mstep 
Mstep: Class 0 contains 2090 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 19385 members 
Mstep: Class 3 contains 84714 members 
Mstep: Class 4 contains 48817 members 
Mstep: Class 5 contains 37639 members 
Mstep: Class 6 contains 28073 members 
Mstep: Class 7 contains 76262 members 
Mstep: Class 8 contains 165272 members 
Mstep: Class 9 contains 16859 members 
Mstep: Class 10 contains 505192 members 
Mstep: Class 11 contains 208724 members 
Mstep: Class 12 contains 19865 members 
Mstep: Class 13 contains 84160 members 
Mstep: Class 14 contains 7104 members 
Mstep: Class 15 contains 210127 members 
Mstep: Class 16 contains 54022 members 
Mstep: Class 17 contains 24004 members 
Mstep: Class 18 contains 370037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234590672.000000 Penalty: 64744.640625
Iteration 17Q: 19 clusters Score -2.345907e+08 nChanged 35570
Entering Unmasked Mstep 
Mstep: Class 0 contains 2090 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 19532 members 
Mstep: Class 3 contains 85154 members 
Mstep: Class 4 contains 47497 members 
Mstep: Class 5 contains 37917 members 
Mstep: Class 6 contains 30568 members 
Mstep: Class 7 contains 78574 members 
Mstep: Class 8 contains 166130 members 
Mstep: Class 9 contains 16360 members 
Mstep: Class 10 contains 506785 members 
Mstep: Class 11 contains 214282 members 
Mstep: Class 12 contains 20536 members 
Mstep: Class 13 contains 89375 members 
Mstep: Class 14 contains 6801 members 
Mstep: Class 15 contains 201998 members 
Mstep: Class 16 contains 55218 members 
Mstep: Class 17 contains 23569 members 
Mstep: Class 18 contains 360524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234602064.000000 Penalty: 64744.640625
Iteration 18Q: 19 clusters Score -2.346021e+08 nChanged 33650
Entering Unmasked Mstep 
Mstep: Class 0 contains 2090 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 19779 members 
Mstep: Class 3 contains 85339 members 
Mstep: Class 4 contains 46434 members 
Mstep: Class 5 contains 38188 members 
Mstep: Class 6 contains 32939 members 
Mstep: Class 7 contains 80573 members 
Mstep: Class 8 contains 166620 members 
Mstep: Class 9 contains 15938 members 
Mstep: Class 10 contains 508073 members 
Mstep: Class 11 contains 219147 members 
Mstep: Class 12 contains 21048 members 
Mstep: Class 13 contains 95007 members 
Mstep: Class 14 contains 6644 members 
Mstep: Class 15 contains 195021 members 
Mstep: Class 16 contains 56697 members 
Mstep: Class 17 contains 23328 members 
Mstep: Class 18 contains 350814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234614448.000000 Penalty: 64744.640625
Iteration 19Q: 19 clusters Score -2.346144e+08 nChanged 33036
Entering Unmasked Mstep 
Mstep: Class 0 contains 2090 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 20110 members 
Mstep: Class 3 contains 85209 members 
Mstep: Class 4 contains 45601 members 
Mstep: Class 5 contains 38481 members 
Mstep: Class 6 contains 35183 members 
Mstep: Class 7 contains 82406 members 
Mstep: Class 8 contains 166758 members 
Mstep: Class 9 contains 15537 members 
Mstep: Class 10 contains 508706 members 
Mstep: Class 11 contains 223583 members 
Mstep: Class 12 contains 21442 members 
Mstep: Class 13 contains 101296 members 
Mstep: Class 14 contains 6559 members 
Mstep: Class 15 contains 189114 members 
Mstep: Class 16 contains 58568 members 
Mstep: Class 17 contains 23220 members 
Mstep: Class 18 contains 340720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234647872.000000 Penalty: 64744.640625
Iteration 20F: 19 clusters Score -2.346479e+08 nChanged 35851
Entering Unmasked Mstep 
Mstep: Class 0 contains 1553 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 20537 members 
Mstep: Class 3 contains 84792 members 
Mstep: Class 4 contains 44603 members 
Mstep: Class 5 contains 38682 members 
Mstep: Class 6 contains 39171 members 
Mstep: Class 7 contains 84250 members 
Mstep: Class 8 contains 166619 members 
Mstep: Class 9 contains 15230 members 
Mstep: Class 10 contains 508459 members 
Mstep: Class 11 contains 227297 members 
Mstep: Class 12 contains 21877 members 
Mstep: Class 13 contains 108086 members 
Mstep: Class 14 contains 6680 members 
Mstep: Class 15 contains 183924 members 
Mstep: Class 16 contains 60653 members 
Mstep: Class 17 contains 22440 members 
Mstep: Class 18 contains 330845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234689520.000000 Penalty: 64744.640625
Iteration 21Q: 19 clusters Score -2.346895e+08 nChanged 37645
Entering Unmasked Mstep 
Mstep: Class 0 contains 1497 members 
Mstep: Class 1 contains 23381 members 
Mstep: Class 2 contains 20977 members 
Mstep: Class 3 contains 84136 members 
Mstep: Class 4 contains 44016 members 
Mstep: Class 5 contains 38938 members 
Mstep: Class 6 contains 42767 members 
Mstep: Class 7 contains 86529 members 
Mstep: Class 8 contains 166306 members 
Mstep: Class 9 contains 14794 members 
Mstep: Class 10 contains 508263 members 
Mstep: Class 11 contains 230424 members 
Mstep: Class 12 contains 22279 members 
Mstep: Class 13 contains 115989 members 
Mstep: Class 14 contains 5291 members 
Mstep: Class 15 contains 179229 members 
Mstep: Class 16 contains 63156 members 
Mstep: Class 17 contains 22063 members 
Mstep: Class 18 contains 320130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234702096.000000 Penalty: 64744.640625
Iteration 22Q: 19 clusters Score -2.347021e+08 nChanged 37731
Entering Unmasked Mstep 
Mstep: Class 0 contains 1497 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 21422 members 
Mstep: Class 3 contains 83314 members 
Mstep: Class 4 contains 43428 members 
Mstep: Class 5 contains 39162 members 
Mstep: Class 6 contains 45899 members 
Mstep: Class 7 contains 88336 members 
Mstep: Class 8 contains 165689 members 
Mstep: Class 9 contains 14344 members 
Mstep: Class 10 contains 508053 members 
Mstep: Class 11 contains 233375 members 
Mstep: Class 12 contains 22655 members 
Mstep: Class 13 contains 125528 members 
Mstep: Class 14 contains 4543 members 
Mstep: Class 15 contains 175431 members 
Mstep: Class 16 contains 65542 members 
Mstep: Class 17 contains 21750 members 
Mstep: Class 18 contains 307783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234715584.000000 Penalty: 64744.640625
Iteration 23Q: 19 clusters Score -2.347156e+08 nChanged 38537
Entering Unmasked Mstep 
Mstep: Class 0 contains 1497 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 21800 members 
Mstep: Class 3 contains 82372 members 
Mstep: Class 4 contains 43010 members 
Mstep: Class 5 contains 39395 members 
Mstep: Class 6 contains 48710 members 
Mstep: Class 7 contains 89952 members 
Mstep: Class 8 contains 164863 members 
Mstep: Class 9 contains 14007 members 
Mstep: Class 10 contains 507846 members 
Mstep: Class 11 contains 236232 members 
Mstep: Class 12 contains 22978 members 
Mstep: Class 13 contains 136980 members 
Mstep: Class 14 contains 4223 members 
Mstep: Class 15 contains 171924 members 
Mstep: Class 16 contains 67497 members 
Mstep: Class 17 contains 21485 members 
Mstep: Class 18 contains 293720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234729728.000000 Penalty: 64744.640625
Iteration 24Q: 19 clusters Score -2.347297e+08 nChanged 40188
Entering Unmasked Mstep 
Mstep: Class 0 contains 1497 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 22134 members 
Mstep: Class 3 contains 81366 members 
Mstep: Class 4 contains 42723 members 
Mstep: Class 5 contains 39615 members 
Mstep: Class 6 contains 51487 members 
Mstep: Class 7 contains 91753 members 
Mstep: Class 8 contains 163936 members 
Mstep: Class 9 contains 13881 members 
Mstep: Class 10 contains 507352 members 
Mstep: Class 11 contains 239132 members 
Mstep: Class 12 contains 23261 members 
Mstep: Class 13 contains 150133 members 
Mstep: Class 14 contains 4069 members 
Mstep: Class 15 contains 168382 members 
Mstep: Class 16 contains 68850 members 
Mstep: Class 17 contains 21185 members 
Mstep: Class 18 contains 278275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234745088.000000 Penalty: 64744.640625
Iteration 25Q: 19 clusters Score -2.347451e+08 nChanged 40702
Entering Unmasked Mstep 
Mstep: Class 0 contains 1497 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 22426 members 
Mstep: Class 3 contains 80294 members 
Mstep: Class 4 contains 42563 members 
Mstep: Class 5 contains 39786 members 
Mstep: Class 6 contains 54288 members 
Mstep: Class 7 contains 93695 members 
Mstep: Class 8 contains 162789 members 
Mstep: Class 9 contains 13853 members 
Mstep: Class 10 contains 506547 members 
Mstep: Class 11 contains 242041 members 
Mstep: Class 12 contains 23475 members 
Mstep: Class 13 contains 164333 members 
Mstep: Class 14 contains 4022 members 
Mstep: Class 15 contains 164868 members 
Mstep: Class 16 contains 69247 members 
Mstep: Class 17 contains 20906 members 
Mstep: Class 18 contains 262850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234761040.000000 Penalty: 64744.640625
Iteration 26Q: 19 clusters Score -2.34761e+08 nChanged 40605
Entering Unmasked Mstep 
Mstep: Class 0 contains 1497 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 22691 members 
Mstep: Class 3 contains 79242 members 
Mstep: Class 4 contains 42495 members 
Mstep: Class 5 contains 39980 members 
Mstep: Class 6 contains 57342 members 
Mstep: Class 7 contains 95934 members 
Mstep: Class 8 contains 161592 members 
Mstep: Class 9 contains 13836 members 
Mstep: Class 10 contains 505379 members 
Mstep: Class 11 contains 244834 members 
Mstep: Class 12 contains 23649 members 
Mstep: Class 13 contains 178727 members 
Mstep: Class 14 contains 4012 members 
Mstep: Class 15 contains 161044 members 
Mstep: Class 16 contains 68984 members 
Mstep: Class 17 contains 20755 members 
Mstep: Class 18 contains 247934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234779952.000000 Penalty: 64744.640625
Iteration 27Q: 19 clusters Score -2.3478e+08 nChanged 40836
Entering Unmasked Mstep 
Mstep: Class 0 contains 1497 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 22957 members 
Mstep: Class 3 contains 78090 members 
Mstep: Class 4 contains 42431 members 
Mstep: Class 5 contains 40197 members 
Mstep: Class 6 contains 60623 members 
Mstep: Class 7 contains 98507 members 
Mstep: Class 8 contains 160478 members 
Mstep: Class 9 contains 13864 members 
Mstep: Class 10 contains 504159 members 
Mstep: Class 11 contains 247640 members 
Mstep: Class 12 contains 23715 members 
Mstep: Class 13 contains 193943 members 
Mstep: Class 14 contains 4027 members 
Mstep: Class 15 contains 156792 members 
Mstep: Class 16 contains 68162 members 
Mstep: Class 17 contains 20588 members 
Mstep: Class 18 contains 232703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234797136.000000 Penalty: 64744.640625
Iteration 28Q: 19 clusters Score -2.347971e+08 nChanged 41470
Entering Unmasked Mstep 
Mstep: Class 0 contains 1497 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 23135 members 
Mstep: Class 3 contains 76928 members 
Mstep: Class 4 contains 42366 members 
Mstep: Class 5 contains 40451 members 
Mstep: Class 6 contains 64324 members 
Mstep: Class 7 contains 101258 members 
Mstep: Class 8 contains 159300 members 
Mstep: Class 9 contains 13872 members 
Mstep: Class 10 contains 502668 members 
Mstep: Class 11 contains 250446 members 
Mstep: Class 12 contains 23683 members 
Mstep: Class 13 contains 209287 members 
Mstep: Class 14 contains 4053 members 
Mstep: Class 15 contains 152459 members 
Mstep: Class 16 contains 67436 members 
Mstep: Class 17 contains 20488 members 
Mstep: Class 18 contains 217109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234812752.000000 Penalty: 64744.640625
Iteration 29Q: 19 clusters Score -2.348128e+08 nChanged 40263
Entering Unmasked Mstep 
Mstep: Class 0 contains 1497 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 23270 members 
Mstep: Class 3 contains 75797 members 
Mstep: Class 4 contains 42328 members 
Mstep: Class 5 contains 40705 members 
Mstep: Class 6 contains 68390 members 
Mstep: Class 7 contains 104257 members 
Mstep: Class 8 contains 158026 members 
Mstep: Class 9 contains 13854 members 
Mstep: Class 10 contains 501114 members 
Mstep: Class 11 contains 253273 members 
Mstep: Class 12 contains 23516 members 
Mstep: Class 13 contains 222294 members 
Mstep: Class 14 contains 4089 members 
Mstep: Class 15 contains 147949 members 
Mstep: Class 16 contains 66690 members 
Mstep: Class 17 contains 20423 members 
Mstep: Class 18 contains 203614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234825744.000000 Penalty: 64744.640625
Iteration 30Q: 19 clusters Score -2.348257e+08 nChanged 38003
Entering Unmasked Mstep 
Mstep: Class 0 contains 1497 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 23398 members 
Mstep: Class 3 contains 74688 members 
Mstep: Class 4 contains 42258 members 
Mstep: Class 5 contains 40985 members 
Mstep: Class 6 contains 73056 members 
Mstep: Class 7 contains 107340 members 
Mstep: Class 8 contains 156712 members 
Mstep: Class 9 contains 13842 members 
Mstep: Class 10 contains 499329 members 
Mstep: Class 11 contains 256027 members 
Mstep: Class 12 contains 23172 members 
Mstep: Class 13 contains 232482 members 
Mstep: Class 14 contains 4132 members 
Mstep: Class 15 contains 143439 members 
Mstep: Class 16 contains 65936 members 
Mstep: Class 17 contains 20400 members 
Mstep: Class 18 contains 192731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234839040.000000 Penalty: 64744.640625
Iteration 31Q: 19 clusters Score -2.34839e+08 nChanged 35776
Entering Unmasked Mstep 
Mstep: Class 0 contains 1497 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 23490 members 
Mstep: Class 3 contains 73628 members 
Mstep: Class 4 contains 42184 members 
Mstep: Class 5 contains 41294 members 
Mstep: Class 6 contains 78339 members 
Mstep: Class 7 contains 110298 members 
Mstep: Class 8 contains 155340 members 
Mstep: Class 9 contains 13817 members 
Mstep: Class 10 contains 496750 members 
Mstep: Class 11 contains 258617 members 
Mstep: Class 12 contains 22732 members 
Mstep: Class 13 contains 240711 members 
Mstep: Class 14 contains 4183 members 
Mstep: Class 15 contains 139441 members 
Mstep: Class 16 contains 65254 members 
Mstep: Class 17 contains 20406 members 
Mstep: Class 18 contains 183830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234853008.000000 Penalty: 64744.640625
Iteration 32Q: 19 clusters Score -2.34853e+08 nChanged 34020
Entering Unmasked Mstep 
Mstep: Class 0 contains 1497 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 23587 members 
Mstep: Class 3 contains 72574 members 
Mstep: Class 4 contains 42104 members 
Mstep: Class 5 contains 41606 members 
Mstep: Class 6 contains 84107 members 
Mstep: Class 7 contains 112983 members 
Mstep: Class 8 contains 153830 members 
Mstep: Class 9 contains 13814 members 
Mstep: Class 10 contains 493672 members 
Mstep: Class 11 contains 261142 members 
Mstep: Class 12 contains 22209 members 
Mstep: Class 13 contains 247312 members 
Mstep: Class 14 contains 4239 members 
Mstep: Class 15 contains 136058 members 
Mstep: Class 16 contains 64613 members 
Mstep: Class 17 contains 20439 members 
Mstep: Class 18 contains 176404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234866432.000000 Penalty: 64744.640625
Iteration 33Q: 19 clusters Score -2.348664e+08 nChanged 31776
Entering Unmasked Mstep 
Mstep: Class 0 contains 1497 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 23628 members 
Mstep: Class 3 contains 71598 members 
Mstep: Class 4 contains 41931 members 
Mstep: Class 5 contains 41863 members 
Mstep: Class 6 contains 90489 members 
Mstep: Class 7 contains 114971 members 
Mstep: Class 8 contains 152230 members 
Mstep: Class 9 contains 13817 members 
Mstep: Class 10 contains 489817 members 
Mstep: Class 11 contains 263455 members 
Mstep: Class 12 contains 21651 members 
Mstep: Class 13 contains 252636 members 
Mstep: Class 14 contains 4289 members 
Mstep: Class 15 contains 133787 members 
Mstep: Class 16 contains 64072 members 
Mstep: Class 17 contains 20539 members 
Mstep: Class 18 contains 170288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234876960.000000 Penalty: 64744.640625
Iteration 34Q: 19 clusters Score -2.34877e+08 nChanged 29618
Entering Unmasked Mstep 
Mstep: Class 0 contains 1497 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 23648 members 
Mstep: Class 3 contains 70686 members 
Mstep: Class 4 contains 41758 members 
Mstep: Class 5 contains 42065 members 
Mstep: Class 6 contains 97581 members 
Mstep: Class 7 contains 116327 members 
Mstep: Class 8 contains 150685 members 
Mstep: Class 9 contains 13813 members 
Mstep: Class 10 contains 485114 members 
Mstep: Class 11 contains 265703 members 
Mstep: Class 12 contains 21040 members 
Mstep: Class 13 contains 256931 members 
Mstep: Class 14 contains 4348 members 
Mstep: Class 15 contains 132307 members 
Mstep: Class 16 contains 63641 members 
Mstep: Class 17 contains 20668 members 
Mstep: Class 18 contains 165069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234889792.000000 Penalty: 64744.640625
Iteration 35Q: 19 clusters Score -2.348898e+08 nChanged 27320
Entering Unmasked Mstep 
Mstep: Class 0 contains 1497 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 23642 members 
Mstep: Class 3 contains 69807 members 
Mstep: Class 4 contains 41495 members 
Mstep: Class 5 contains 42297 members 
Mstep: Class 6 contains 105045 members 
Mstep: Class 7 contains 117121 members 
Mstep: Class 8 contains 149239 members 
Mstep: Class 9 contains 13799 members 
Mstep: Class 10 contains 479844 members 
Mstep: Class 11 contains 267828 members 
Mstep: Class 12 contains 20519 members 
Mstep: Class 13 contains 260628 members 
Mstep: Class 14 contains 4416 members 
Mstep: Class 15 contains 131438 members 
Mstep: Class 16 contains 63369 members 
Mstep: Class 17 contains 20899 members 
Mstep: Class 18 contains 160291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234902288.000000 Penalty: 64744.640625
Iteration 36Q: 19 clusters Score -2.349023e+08 nChanged 25483
Entering Unmasked Mstep 
Mstep: Class 0 contains 1497 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 23640 members 
Mstep: Class 3 contains 69031 members 
Mstep: Class 4 contains 41188 members 
Mstep: Class 5 contains 42496 members 
Mstep: Class 6 contains 112840 members 
Mstep: Class 7 contains 117459 members 
Mstep: Class 8 contains 147830 members 
Mstep: Class 9 contains 13797 members 
Mstep: Class 10 contains 474019 members 
Mstep: Class 11 contains 269909 members 
Mstep: Class 12 contains 20108 members 
Mstep: Class 13 contains 263720 members 
Mstep: Class 14 contains 4482 members 
Mstep: Class 15 contains 131203 members 
Mstep: Class 16 contains 63106 members 
Mstep: Class 17 contains 21144 members 
Mstep: Class 18 contains 155975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234915088.000000 Penalty: 64744.640625
Iteration 37Q: 19 clusters Score -2.349151e+08 nChanged 23915
Entering Unmasked Mstep 
Mstep: Class 0 contains 1497 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 23638 members 
Mstep: Class 3 contains 68294 members 
Mstep: Class 4 contains 40780 members 
Mstep: Class 5 contains 42690 members 
Mstep: Class 6 contains 120708 members 
Mstep: Class 7 contains 117369 members 
Mstep: Class 8 contains 146553 members 
Mstep: Class 9 contains 13787 members 
Mstep: Class 10 contains 468154 members 
Mstep: Class 11 contains 271827 members 
Mstep: Class 12 contains 19762 members 
Mstep: Class 13 contains 266308 members 
Mstep: Class 14 contains 4535 members 
Mstep: Class 15 contains 131295 members 
Mstep: Class 16 contains 62914 members 
Mstep: Class 17 contains 21405 members 
Mstep: Class 18 contains 152167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234926000.000000 Penalty: 64744.640625
Iteration 38Q: 19 clusters Score -2.34926e+08 nChanged 22560
Entering ConstructFrom: 
Score: -234926000.000000 Penalty: 64744.640625
Entering ConstructFrom: 
Trying to split cluster 1 (16280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Entering Unmasked Estep 
Score: -1808088.500000 Penalty: 2405.027832
	Iteration 0F: 2 clusters Score -1808088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1796523.000000 Penalty: 4810.055664
	Iteration 0F: 3 clusters Score -1796523 nChanged 7029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1800847.750000 Penalty: 4810.055664
	Iteration 1F: 3 clusters Score -1800848 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1802402.500000 Penalty: 4810.055664
	Iteration 2F: 3 clusters Score -1802402 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1804309.625000 Penalty: 4810.055664
	Iteration 3F: 3 clusters Score -1804310 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1806001.625000 Penalty: 4810.055664
	Iteration 4F: 3 clusters Score -1806002 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1807111.375000 Penalty: 4810.055664
	Iteration 5F: 3 clusters Score -1807111 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1807697.500000 Penalty: 4810.055664
	Iteration 6F: 3 clusters Score -1807698 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1808060.875000 Penalty: 4810.055664
	Iteration 7Q: 3 clusters Score -1808061 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1808287.000000 Penalty: 4810.055664
	Iteration 8Q: 3 clusters Score -1808287 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1808473.375000 Penalty: 4810.055664
	Iteration 9Q: 3 clusters Score -1808473 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1808598.500000 Penalty: 4810.055664
	Iteration 10Q: 3 clusters Score -1808598 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1808691.750000 Penalty: 4810.055664
	Iteration 11Q: 3 clusters Score -1808692 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1808758.250000 Penalty: 4810.055664
	Iteration 12Q: 3 clusters Score -1808758 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1808809.625000 Penalty: 4810.055664
	Iteration 13Q: 3 clusters Score -1808810 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1808845.875000 Penalty: 4810.055664
	Iteration 14Q: 3 clusters Score -1808846 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1808885.375000 Penalty: 4810.055664
	Iteration 15Q: 3 clusters Score -1808885 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1808920.125000 Penalty: 4810.055664
	Iteration 16Q: 3 clusters Score -1808920 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1808952.750000 Penalty: 4810.055664
	Iteration 17Q: 3 clusters Score -1808953 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1808990.750000 Penalty: 4810.055664
	Iteration 18Q: 3 clusters Score -1808991 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1809012.375000 Penalty: 4810.055664
	Iteration 19Q: 3 clusters Score -1809012 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1809029.500000 Penalty: 4810.055664
	Iteration 20F: 3 clusters Score -1809030 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1809056.375000 Penalty: 4810.055664
	Iteration 21Q: 3 clusters Score -1809056 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1809100.750000 Penalty: 4810.055664
	Iteration 22Q: 3 clusters Score -1809101 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1809134.125000 Penalty: 4810.055664
	Iteration 23Q: 3 clusters Score -1809134 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1809159.875000 Penalty: 4810.055664
	Iteration 24Q: 3 clusters Score -1809160 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1809179.250000 Penalty: 4810.055664
	Iteration 25Q: 3 clusters Score -1809179 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1809189.000000 Penalty: 4810.055664
	Iteration 26Q: 3 clusters Score -1809189 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1809204.125000 Penalty: 4810.055664
	Iteration 27Q: 3 clusters Score -1809204 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1809216.375000 Penalty: 4810.055664
	Iteration 28Q: 3 clusters Score -1809216 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1809229.250000 Penalty: 4810.055664
	Iteration 29Q: 3 clusters Score -1809229 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1809241.250000 Penalty: 4810.055664
	Iteration 30Q: 3 clusters Score -1809241 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1809248.250000 Penalty: 4810.055664
	Iteration 31Q: 3 clusters Score -1809248 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1809256.375000 Penalty: 4810.055664
	Iteration 32Q: 3 clusters Score -1809256 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1809270.000000 Penalty: 4810.055664
	Iteration 33Q: 3 clusters Score -1809270 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1809287.000000 Penalty: 4810.055664
	Iteration 34Q: 3 clusters Score -1809287 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1809300.250000 Penalty: 4810.055664
	Iteration 35Q: 3 clusters Score -1809300 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1809315.250000 Penalty: 4810.055664
	Iteration 36Q: 3 clusters Score -1809315 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1809328.250000 Penalty: 4810.055664
	Iteration 37Q: 3 clusters Score -1809328 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1809341.125000 Penalty: 4810.055664
	Iteration 38Q: 3 clusters Score -1809341 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1809359.500000 Penalty: 4810.055664
	Iteration 39Q: 3 clusters Score -1809360 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1809375.250000 Penalty: 4810.055664
	Iteration 40F: 3 clusters Score -1809375 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1809392.375000 Penalty: 4810.055664
	Iteration 41Q: 3 clusters Score -1809392 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1809404.500000 Penalty: 4810.055664
	Iteration 42Q: 3 clusters Score -1809404 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1809414.250000 Penalty: 4810.055664
	Iteration 43Q: 3 clusters Score -1809414 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1809424.250000 Penalty: 4810.055664
	Iteration 44Q: 3 clusters Score -1809424 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1809435.250000 Penalty: 4810.055664
	Iteration 45Q: 3 clusters Score -1809435 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1809450.375000 Penalty: 4810.055664
	Iteration 46Q: 3 clusters Score -1809450 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1809463.375000 Penalty: 4810.055664
	Iteration 47Q: 3 clusters Score -1809463 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1809482.500000 Penalty: 4810.055664
	Iteration 48Q: 3 clusters Score -1809482 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1809499.625000 Penalty: 4810.055664
	Iteration 49Q: 3 clusters Score -1809500 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1809511.375000 Penalty: 4810.055664
	Iteration 50Q: 3 clusters Score -1809511 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1809536.000000 Penalty: 4810.055664
	Iteration 51Q: 3 clusters Score -1809536 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1809547.875000 Penalty: 4810.055664
	Iteration 52Q: 3 clusters Score -1809548 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1809558.875000 Penalty: 4810.055664
	Iteration 53Q: 3 clusters Score -1809559 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1809578.750000 Penalty: 4810.055664
	Iteration 54Q: 3 clusters Score -1809579 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1809598.625000 Penalty: 4810.055664
	Iteration 55Q: 3 clusters Score -1809599 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1809604.625000 Penalty: 4810.055664
	Iteration 56Q: 3 clusters Score -1809605 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1809627.000000 Penalty: 4810.055664
	Iteration 57Q: 3 clusters Score -1809627 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1809634.250000 Penalty: 4810.055664
	Iteration 58Q: 3 clusters Score -1809634 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1809642.875000 Penalty: 4810.055664
	Iteration 59Q: 3 clusters Score -1809643 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1809653.625000 Penalty: 4810.055664
	Iteration 60F: 3 clusters Score -1809654 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1809659.625000 Penalty: 4810.055664
	Iteration 61Q: 3 clusters Score -1809660 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1809666.750000 Penalty: 4810.055664
	Iteration 62Q: 3 clusters Score -1809667 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1809671.250000 Penalty: 4810.055664
	Iteration 63Q: 3 clusters Score -1809671 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1809673.000000 Penalty: 4810.055664
	Iteration 64Q: 3 clusters Score -1809673 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1809683.000000 Penalty: 4810.055664
	Iteration 65Q: 3 clusters Score -1809683 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1809685.625000 Penalty: 4810.055664
	Iteration 66Q: 3 clusters Score -1809686 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1809692.500000 Penalty: 4810.055664
	Iteration 67Q: 3 clusters Score -1809692 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1809695.625000 Penalty: 4810.055664
	Iteration 68Q: 3 clusters Score -1809696 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1809705.750000 Penalty: 4810.055664
	Iteration 69Q: 3 clusters Score -1809706 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1809709.000000 Penalty: 4810.055664
	Iteration 70Q: 3 clusters Score -1809709 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1809712.125000 Penalty: 4810.055664
	Iteration 71Q: 3 clusters Score -1809712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1809715.750000 Penalty: 4810.055664
	Iteration 72Q: 3 clusters Score -1809716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1809716.250000 Penalty: 4810.055664
	Iteration 73Q: 3 clusters Score -1809716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1809714.125000 Penalty: 4810.055664
	Iteration 74Q: 3 clusters Score -1809714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1809719.375000 Penalty: 4810.055664
	Iteration 75Q: 3 clusters Score -1809719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1809711.875000 Penalty: 4810.055664
	Iteration 76Q: 3 clusters Score -1809712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1809712.875000 Penalty: 4810.055664
	Iteration 77Q: 3 clusters Score -1809713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1809715.500000 Penalty: 4810.055664
	Iteration 78Q: 3 clusters Score -1809716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1809715.500000 Penalty: 4810.055664
	Iteration 79Q: 3 clusters Score -1809716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1809715.500000 Penalty: 4810.055664
	Iteration 80F: 3 clusters Score -1809716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1497 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 23646 members 
Mstep: Class 3 contains 67586 members 
Mstep: Class 4 contains 40277 members 
Mstep: Class 5 contains 42901 members 
Mstep: Class 6 contains 128597 members 
Mstep: Class 7 contains 117038 members 
Mstep: Class 8 contains 145410 members 
Mstep: Class 9 contains 13781 members 
Mstep: Class 10 contains 462180 members 
Mstep: Class 11 contains 273469 members 
Mstep: Class 12 contains 19495 members 
Mstep: Class 13 contains 268531 members 
Mstep: Class 14 contains 4600 members 
Mstep: Class 15 contains 131577 members 
Mstep: Class 16 contains 62732 members 
Mstep: Class 17 contains 21743 members 
Mstep: Class 18 contains 148825 members 
Mstep: Class 19 contains 11632 members 
Entering Unmasked Estep 
Score: -234934960.000000 Penalty: 68341.562500
Splitting cluster 1 changes total score from -234926000.000000 to -234934960.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 2 (23646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Entering Unmasked Estep 
Score: -2691010.750000 Penalty: 2497.595459
	Iteration 0F: 2 clusters Score -2691011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -2674682.500000 Penalty: 4995.190918
	Iteration 0F: 3 clusters Score -2674682 nChanged 10666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -2680786.500000 Penalty: 4995.190918
	Iteration 1F: 3 clusters Score -2680786 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -2682023.500000 Penalty: 4995.190918
	Iteration 2F: 3 clusters Score -2682024 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -2683684.750000 Penalty: 4995.190918
	Iteration 3F: 3 clusters Score -2683685 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -2685439.500000 Penalty: 4995.190918
	Iteration 4F: 3 clusters Score -2685440 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -2686782.250000 Penalty: 4995.190918
	Iteration 5F: 3 clusters Score -2686782 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -2687631.750000 Penalty: 4995.190918
	Iteration 6F: 3 clusters Score -2687632 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -2688159.750000 Penalty: 4995.190918
	Iteration 7Q: 3 clusters Score -2688160 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -2688527.250000 Penalty: 4995.190918
	Iteration 8Q: 3 clusters Score -2688527 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -2688802.500000 Penalty: 4995.190918
	Iteration 9Q: 3 clusters Score -2688802 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -2689051.750000 Penalty: 4995.190918
	Iteration 10Q: 3 clusters Score -2689052 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -2689252.250000 Penalty: 4995.190918
	Iteration 11Q: 3 clusters Score -2689252 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -2689417.750000 Penalty: 4995.190918
	Iteration 12Q: 3 clusters Score -2689418 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -2689570.500000 Penalty: 4995.190918
	Iteration 13Q: 3 clusters Score -2689570 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -2689681.000000 Penalty: 4995.190918
	Iteration 14Q: 3 clusters Score -2689681 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -2689818.750000 Penalty: 4995.190918
	Iteration 15Q: 3 clusters Score -2689819 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -2689960.250000 Penalty: 4995.190918
	Iteration 16Q: 3 clusters Score -2689960 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -2690117.500000 Penalty: 4995.190918
	Iteration 17Q: 3 clusters Score -2690118 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -2690241.000000 Penalty: 4995.190918
	Iteration 18Q: 3 clusters Score -2690241 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -2690366.500000 Penalty: 4995.190918
	Iteration 19Q: 3 clusters Score -2690366 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -2690460.000000 Penalty: 4995.190918
	Iteration 20F: 3 clusters Score -2690460 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2690578.000000 Penalty: 4995.190918
	Iteration 21Q: 3 clusters Score -2690578 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2690695.000000 Penalty: 4995.190918
	Iteration 22Q: 3 clusters Score -2690695 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2690772.750000 Penalty: 4995.190918
	Iteration 23Q: 3 clusters Score -2690773 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -2690857.250000 Penalty: 4995.190918
	Iteration 24Q: 3 clusters Score -2690857 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2690933.750000 Penalty: 4995.190918
	Iteration 25Q: 3 clusters Score -2690934 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2690994.250000 Penalty: 4995.190918
	Iteration 26Q: 3 clusters Score -2690994 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2691046.750000 Penalty: 4995.190918
	Iteration 27Q: 3 clusters Score -2691047 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2691100.500000 Penalty: 4995.190918
	Iteration 28Q: 3 clusters Score -2691100 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2691146.750000 Penalty: 4995.190918
	Iteration 29Q: 3 clusters Score -2691147 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2691160.500000 Penalty: 4995.190918
	Iteration 30Q: 3 clusters Score -2691160 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2691178.500000 Penalty: 4995.190918
	Iteration 31Q: 3 clusters Score -2691178 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2691205.500000 Penalty: 4995.190918
	Iteration 32Q: 3 clusters Score -2691206 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2691238.750000 Penalty: 4995.190918
	Iteration 33Q: 3 clusters Score -2691239 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2691288.500000 Penalty: 4995.190918
	Iteration 34Q: 3 clusters Score -2691288 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2691359.250000 Penalty: 4995.190918
	Iteration 35Q: 3 clusters Score -2691359 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2691427.250000 Penalty: 4995.190918
	Iteration 36Q: 3 clusters Score -2691427 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2691456.000000 Penalty: 4995.190918
	Iteration 37Q: 3 clusters Score -2691456 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -2691487.250000 Penalty: 4995.190918
	Iteration 38Q: 3 clusters Score -2691487 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2691503.750000 Penalty: 4995.190918
	Iteration 39Q: 3 clusters Score -2691504 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2691510.000000 Penalty: 4995.190918
	Iteration 40F: 3 clusters Score -2691510 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2691516.000000 Penalty: 4995.190918
	Iteration 41Q: 3 clusters Score -2691516 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2691523.750000 Penalty: 4995.190918
	Iteration 42Q: 3 clusters Score -2691524 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2691528.750000 Penalty: 4995.190918
	Iteration 43Q: 3 clusters Score -2691529 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2691535.500000 Penalty: 4995.190918
	Iteration 44Q: 3 clusters Score -2691536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2691542.250000 Penalty: 4995.190918
	Iteration 45Q: 3 clusters Score -2691542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2691547.000000 Penalty: 4995.190918
	Iteration 46Q: 3 clusters Score -2691547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2691550.000000 Penalty: 4995.190918
	Iteration 47Q: 3 clusters Score -2691550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2691552.750000 Penalty: 4995.190918
	Iteration 48Q: 3 clusters Score -2691553 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2691553.250000 Penalty: 4995.190918
	Iteration 49Q: 3 clusters Score -2691553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2691558.750000 Penalty: 4995.190918
	Iteration 50Q: 3 clusters Score -2691559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2691564.250000 Penalty: 4995.190918
	Iteration 51Q: 3 clusters Score -2691564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2691561.750000 Penalty: 4995.190918
	Iteration 52Q: 3 clusters Score -2691562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2691567.000000 Penalty: 4995.190918
	Iteration 53Q: 3 clusters Score -2691567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2691568.500000 Penalty: 4995.190918
	Iteration 54Q: 3 clusters Score -2691568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2691568.750000 Penalty: 4995.190918
	Iteration 55Q: 3 clusters Score -2691569 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2691574.500000 Penalty: 4995.190918
	Iteration 56Q: 3 clusters Score -2691574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2691571.750000 Penalty: 4995.190918
	Iteration 57Q: 3 clusters Score -2691572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2691584.500000 Penalty: 4995.190918
	Iteration 58Q: 3 clusters Score -2691584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2691586.000000 Penalty: 4995.190918
	Iteration 59Q: 3 clusters Score -2691586 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2691593.250000 Penalty: 4995.190918
	Iteration 60F: 3 clusters Score -2691593 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2691598.500000 Penalty: 4995.190918
	Iteration 61Q: 3 clusters Score -2691598 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2691601.500000 Penalty: 4995.190918
	Iteration 62Q: 3 clusters Score -2691602 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2691601.500000 Penalty: 4995.190918
	Iteration 63Q: 3 clusters Score -2691602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -2691607.250000 Penalty: 4995.190918
	Iteration 64Q: 3 clusters Score -2691607 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2691608.750000 Penalty: 4995.190918
	Iteration 65Q: 3 clusters Score -2691609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2691614.250000 Penalty: 4995.190918
	Iteration 66Q: 3 clusters Score -2691614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2691617.000000 Penalty: 4995.190918
	Iteration 67Q: 3 clusters Score -2691617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -2691617.750000 Penalty: 4995.190918
	Iteration 68Q: 3 clusters Score -2691618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2691619.000000 Penalty: 4995.190918
	Iteration 69Q: 3 clusters Score -2691619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2691617.250000 Penalty: 4995.190918
	Iteration 70Q: 3 clusters Score -2691617 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -2691620.000000 Penalty: 4995.190918
	Iteration 71Q: 3 clusters Score -2691620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2691618.500000 Penalty: 4995.190918
	Iteration 72Q: 3 clusters Score -2691618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2691619.500000 Penalty: 4995.190918
	Iteration 73Q: 3 clusters Score -2691620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2691616.000000 Penalty: 4995.190918
	Iteration 74Q: 3 clusters Score -2691616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2691617.500000 Penalty: 4995.190918
	Iteration 75Q: 3 clusters Score -2691618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2691617.500000 Penalty: 4995.190918
	Iteration 76F: 3 clusters Score -2691618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1497 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 21303 members 
Mstep: Class 3 contains 67586 members 
Mstep: Class 4 contains 40277 members 
Mstep: Class 5 contains 42901 members 
Mstep: Class 6 contains 128597 members 
Mstep: Class 7 contains 117038 members 
Mstep: Class 8 contains 145410 members 
Mstep: Class 9 contains 13781 members 
Mstep: Class 10 contains 462180 members 
Mstep: Class 11 contains 273469 members 
Mstep: Class 12 contains 19495 members 
Mstep: Class 13 contains 268531 members 
Mstep: Class 14 contains 4600 members 
Mstep: Class 15 contains 131577 members 
Mstep: Class 16 contains 62732 members 
Mstep: Class 17 contains 21743 members 
Mstep: Class 18 contains 148825 members 
Mstep: Class 19 contains 11632 members 
Mstep: Class 20 contains 2343 members 
Entering Unmasked Estep 
Score: -234934320.000000 Penalty: 71938.492188
Splitting cluster 2 changes total score from -234926000.000000 to -234934320.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 3 (67586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67586 members 
Entering Unmasked Estep 
Score: -8239430.500000 Penalty: 2758.046631
	Iteration 0F: 2 clusters Score -8239430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33879 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -8194220.500000 Penalty: 5516.093262
	Iteration 0F: 3 clusters Score -8194220 nChanged 31557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -8212030.500000 Penalty: 5516.093262
	Iteration 1F: 3 clusters Score -8212030 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 31661 members 
Entering Unmasked Estep 
Score: -8212918.500000 Penalty: 5516.093262
	Iteration 2Q: 3 clusters Score -8212918 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37299 members 
Mstep: Class 2 contains 30287 members 
Entering Unmasked Estep 
Score: -8214078.500000 Penalty: 5516.093262
	Iteration 3Q: 3 clusters Score -8214078 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39266 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -8215665.500000 Penalty: 5516.093262
	Iteration 4F: 3 clusters Score -8215666 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41948 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -8218229.500000 Penalty: 5516.093262
	Iteration 5F: 3 clusters Score -8218230 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45299 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -8221769.500000 Penalty: 5516.093262
	Iteration 6F: 3 clusters Score -8221770 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48791 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -8225509.500000 Penalty: 5516.093262
	Iteration 7F: 3 clusters Score -8225510 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52011 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -8228716.500000 Penalty: 5516.093262
	Iteration 8F: 3 clusters Score -8228716 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54690 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -8231076.000000 Penalty: 5516.093262
	Iteration 9Q: 3 clusters Score -8231076 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56815 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -8232794.000000 Penalty: 5516.093262
	Iteration 10Q: 3 clusters Score -8232794 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58527 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -8234061.000000 Penalty: 5516.093262
	Iteration 11Q: 3 clusters Score -8234061 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59915 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -8234921.000000 Penalty: 5516.093262
	Iteration 12Q: 3 clusters Score -8234921 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61074 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -8235548.500000 Penalty: 5516.093262
	Iteration 13Q: 3 clusters Score -8235548 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62008 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -8236070.500000 Penalty: 5516.093262
	Iteration 14Q: 3 clusters Score -8236070 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62770 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -8236492.500000 Penalty: 5516.093262
	Iteration 15Q: 3 clusters Score -8236492 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63419 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -8236828.000000 Penalty: 5516.093262
	Iteration 16Q: 3 clusters Score -8236828 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63939 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -8237160.000000 Penalty: 5516.093262
	Iteration 17Q: 3 clusters Score -8237160 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64326 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -8237375.500000 Penalty: 5516.093262
	Iteration 18Q: 3 clusters Score -8237376 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64609 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -8237561.500000 Penalty: 5516.093262
	Iteration 19Q: 3 clusters Score -8237562 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64827 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -8237671.000000 Penalty: 5516.093262
	Iteration 20F: 3 clusters Score -8237671 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65000 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -8237746.500000 Penalty: 5516.093262
	Iteration 21Q: 3 clusters Score -8237746 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65143 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -8237824.500000 Penalty: 5516.093262
	Iteration 22Q: 3 clusters Score -8237824 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65258 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -8237873.500000 Penalty: 5516.093262
	Iteration 23Q: 3 clusters Score -8237874 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65360 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -8237919.000000 Penalty: 5516.093262
	Iteration 24Q: 3 clusters Score -8237919 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65443 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -8237977.000000 Penalty: 5516.093262
	Iteration 25Q: 3 clusters Score -8237977 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65523 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -8238015.500000 Penalty: 5516.093262
	Iteration 26Q: 3 clusters Score -8238016 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65580 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -8238026.000000 Penalty: 5516.093262
	Iteration 27Q: 3 clusters Score -8238026 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65629 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -8238055.500000 Penalty: 5516.093262
	Iteration 28Q: 3 clusters Score -8238056 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65663 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -8238062.000000 Penalty: 5516.093262
	Iteration 29Q: 3 clusters Score -8238062 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65703 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -8238073.500000 Penalty: 5516.093262
	Iteration 30Q: 3 clusters Score -8238074 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65730 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -8238072.000000 Penalty: 5516.093262
	Iteration 31Q: 3 clusters Score -8238072 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65752 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -8238093.000000 Penalty: 5516.093262
	Iteration 32Q: 3 clusters Score -8238093 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65776 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -8238106.000000 Penalty: 5516.093262
	Iteration 33Q: 3 clusters Score -8238106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65793 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -8238105.000000 Penalty: 5516.093262
	Iteration 34Q: 3 clusters Score -8238105 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65811 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -8238116.000000 Penalty: 5516.093262
	Iteration 35Q: 3 clusters Score -8238116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65829 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -8238112.000000 Penalty: 5516.093262
	Iteration 36Q: 3 clusters Score -8238112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65838 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -8238122.500000 Penalty: 5516.093262
	Iteration 37Q: 3 clusters Score -8238122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65844 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -8238127.500000 Penalty: 5516.093262
	Iteration 38Q: 3 clusters Score -8238128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65855 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -8238125.000000 Penalty: 5516.093262
	Iteration 39Q: 3 clusters Score -8238125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65864 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -8238128.000000 Penalty: 5516.093262
	Iteration 40F: 3 clusters Score -8238128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65867 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -8238132.500000 Penalty: 5516.093262
	Iteration 41Q: 3 clusters Score -8238132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65871 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -8238122.500000 Penalty: 5516.093262
	Iteration 42Q: 3 clusters Score -8238122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65873 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -8238124.000000 Penalty: 5516.093262
	Iteration 43Q: 3 clusters Score -8238124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65874 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -8238123.000000 Penalty: 5516.093262
	Iteration 44Q: 3 clusters Score -8238123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65873 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -8238123.500000 Penalty: 5516.093262
	Iteration 45Q: 3 clusters Score -8238124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65874 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -8238124.000000 Penalty: 5516.093262
	Iteration 46Q: 3 clusters Score -8238124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65874 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -8238124.000000 Penalty: 5516.093262
	Iteration 47F: 3 clusters Score -8238124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40277 members 
Entering Unmasked Estep 
Score: -4674845.500000 Penalty: 2629.676758
	Iteration 0F: 2 clusters Score -4674846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -4647751.500000 Penalty: 5259.353516
	Iteration 0F: 3 clusters Score -4647752 nChanged 18448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -4659155.500000 Penalty: 5259.353516
	Iteration 1F: 3 clusters Score -4659156 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -4660683.500000 Penalty: 5259.353516
	Iteration 2F: 3 clusters Score -4660684 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -4662462.000000 Penalty: 5259.353516
	Iteration 3F: 3 clusters Score -4662462 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -4664542.500000 Penalty: 5259.353516
	Iteration 4F: 3 clusters Score -4664542 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -4667339.500000 Penalty: 5259.353516
	Iteration 5F: 3 clusters Score -4667340 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -4671065.000000 Penalty: 5259.353516
	Iteration 6F: 3 clusters Score -4671065 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 31087 members 
Entering Unmasked Estep 
Score: -4675404.000000 Penalty: 5259.353516
	Iteration 7F: 3 clusters Score -4675404 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 32722 members 
Entering Unmasked Estep 
Score: -4679960.500000 Penalty: 5259.353516
	Iteration 8F: 3 clusters Score -4679960 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 33500 members 
Entering Unmasked Estep 
Score: -4684031.500000 Penalty: 5259.353516
	Iteration 9F: 3 clusters Score -4684032 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 33451 members 
Entering Unmasked Estep 
Score: -4686457.000000 Penalty: 5259.353516
	Iteration 10Q: 3 clusters Score -4686457 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 33211 members 
Entering Unmasked Estep 
Score: -4687200.000000 Penalty: 5259.353516
	Iteration 11Q: 3 clusters Score -4687200 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 33049 members 
Entering Unmasked Estep 
Score: -4687389.500000 Penalty: 5259.353516
	Iteration 12Q: 3 clusters Score -4687390 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 32938 members 
Entering Unmasked Estep 
Score: -4687445.000000 Penalty: 5259.353516
	Iteration 13Q: 3 clusters Score -4687445 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -4687486.500000 Penalty: 5259.353516
	Iteration 14Q: 3 clusters Score -4687486 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 32794 members 
Entering Unmasked Estep 
Score: -4687509.000000 Penalty: 5259.353516
	Iteration 15Q: 3 clusters Score -4687509 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -4687520.000000 Penalty: 5259.353516
	Iteration 16Q: 3 clusters Score -4687520 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 32714 members 
Entering Unmasked Estep 
Score: -4687520.500000 Penalty: 5259.353516
	Iteration 17Q: 3 clusters Score -4687520 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 32679 members 
Entering Unmasked Estep 
Score: -4687542.000000 Penalty: 5259.353516
	Iteration 18Q: 3 clusters Score -4687542 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 32654 members 
Entering Unmasked Estep 
Score: -4687551.500000 Penalty: 5259.353516
	Iteration 19Q: 3 clusters Score -4687552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 32639 members 
Entering Unmasked Estep 
Score: -4687546.500000 Penalty: 5259.353516
	Iteration 20F: 3 clusters Score -4687546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -4687544.000000 Penalty: 5259.353516
	Iteration 21Q: 3 clusters Score -4687544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 32616 members 
Entering Unmasked Estep 
Score: -4687548.000000 Penalty: 5259.353516
	Iteration 22Q: 3 clusters Score -4687548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -4687548.500000 Penalty: 5259.353516
	Iteration 23Q: 3 clusters Score -4687548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -4687546.500000 Penalty: 5259.353516
	Iteration 24Q: 3 clusters Score -4687546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 32606 members 
Entering Unmasked Estep 
Score: -4687540.000000 Penalty: 5259.353516
	Iteration 25Q: 3 clusters Score -4687540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 32603 members 
Entering Unmasked Estep 
Score: -4687537.000000 Penalty: 5259.353516
	Iteration 26Q: 3 clusters Score -4687537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 32603 members 
Entering Unmasked Estep 
Score: -4687537.000000 Penalty: 5259.353516
	Iteration 27F: 3 clusters Score -4687537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1497 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 21303 members 
Mstep: Class 3 contains 67586 members 
Mstep: Class 4 contains 7674 members 
Mstep: Class 5 contains 42901 members 
Mstep: Class 6 contains 128597 members 
Mstep: Class 7 contains 117038 members 
Mstep: Class 8 contains 145410 members 
Mstep: Class 9 contains 13781 members 
Mstep: Class 10 contains 462180 members 
Mstep: Class 11 contains 273469 members 
Mstep: Class 12 contains 19495 members 
Mstep: Class 13 contains 268531 members 
Mstep: Class 14 contains 4600 members 
Mstep: Class 15 contains 131577 members 
Mstep: Class 16 contains 62732 members 
Mstep: Class 17 contains 21743 members 
Mstep: Class 18 contains 148825 members 
Mstep: Class 19 contains 11632 members 
Mstep: Class 20 contains 2343 members 
Mstep: Class 21 contains 32603 members 
Entering Unmasked Estep 
Score: -234946032.000000 Penalty: 75535.414062
Splitting cluster 4 changes total score from -234926000.000000 to -234946032.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 5 (42901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42901 members 
Entering Unmasked Estep 
Score: -4913871.500000 Penalty: 2645.329346
	Iteration 0F: 2 clusters Score -4913872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -4884979.500000 Penalty: 5290.658691
	Iteration 0F: 3 clusters Score -4884980 nChanged 19712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -4896485.000000 Penalty: 5290.658691
	Iteration 1F: 3 clusters Score -4896485 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -4898449.500000 Penalty: 5290.658691
	Iteration 2F: 3 clusters Score -4898450 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -4901418.500000 Penalty: 5290.658691
	Iteration 3F: 3 clusters Score -4901418 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -4905079.000000 Penalty: 5290.658691
	Iteration 4F: 3 clusters Score -4905079 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -4908685.000000 Penalty: 5290.658691
	Iteration 5F: 3 clusters Score -4908685 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 27331 members 
Entering Unmasked Estep 
Score: -4911334.000000 Penalty: 5290.658691
	Iteration 6F: 3 clusters Score -4911334 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
Score: -4912821.500000 Penalty: 5290.658691
	Iteration 7F: 3 clusters Score -4912822 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 30287 members 
Entering Unmasked Estep 
Score: -4913700.000000 Penalty: 5290.658691
	Iteration 8Q: 3 clusters Score -4913700 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -4914405.000000 Penalty: 5290.658691
	Iteration 9Q: 3 clusters Score -4914405 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 32433 members 
Entering Unmasked Estep 
Score: -4914922.000000 Penalty: 5290.658691
	Iteration 10Q: 3 clusters Score -4914922 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -4915330.000000 Penalty: 5290.658691
	Iteration 11Q: 3 clusters Score -4915330 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 34046 members 
Entering Unmasked Estep 
Score: -4915622.000000 Penalty: 5290.658691
	Iteration 12Q: 3 clusters Score -4915622 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 34686 members 
Entering Unmasked Estep 
Score: -4915840.000000 Penalty: 5290.658691
	Iteration 13Q: 3 clusters Score -4915840 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 35215 members 
Entering Unmasked Estep 
Score: -4916045.500000 Penalty: 5290.658691
	Iteration 14Q: 3 clusters Score -4916046 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 35671 members 
Entering Unmasked Estep 
Score: -4916216.500000 Penalty: 5290.658691
	Iteration 15Q: 3 clusters Score -4916216 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 36057 members 
Entering Unmasked Estep 
Score: -4916359.000000 Penalty: 5290.658691
	Iteration 16Q: 3 clusters Score -4916359 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 36397 members 
Entering Unmasked Estep 
Score: -4916439.000000 Penalty: 5290.658691
	Iteration 17Q: 3 clusters Score -4916439 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -4916510.500000 Penalty: 5290.658691
	Iteration 18Q: 3 clusters Score -4916510 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 36903 members 
Entering Unmasked Estep 
Score: -4916570.500000 Penalty: 5290.658691
	Iteration 19Q: 3 clusters Score -4916570 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 37092 members 
Entering Unmasked Estep 
Score: -4916598.000000 Penalty: 5290.658691
	Iteration 20F: 3 clusters Score -4916598 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 37256 members 
Entering Unmasked Estep 
Score: -4916616.500000 Penalty: 5290.658691
	Iteration 21Q: 3 clusters Score -4916616 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 37410 members 
Entering Unmasked Estep 
Score: -4916655.000000 Penalty: 5290.658691
	Iteration 22Q: 3 clusters Score -4916655 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 37541 members 
Entering Unmasked Estep 
Score: -4916658.500000 Penalty: 5290.658691
	Iteration 23Q: 3 clusters Score -4916658 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 37654 members 
Entering Unmasked Estep 
Score: -4916686.000000 Penalty: 5290.658691
	Iteration 24Q: 3 clusters Score -4916686 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -4916701.500000 Penalty: 5290.658691
	Iteration 25Q: 3 clusters Score -4916702 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 37838 members 
Entering Unmasked Estep 
Score: -4916700.000000 Penalty: 5290.658691
	Iteration 26Q: 3 clusters Score -4916700 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 37917 members 
Entering Unmasked Estep 
Score: -4916721.000000 Penalty: 5290.658691
	Iteration 27Q: 3 clusters Score -4916721 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 37971 members 
Entering Unmasked Estep 
Score: -4916720.500000 Penalty: 5290.658691
	Iteration 28Q: 3 clusters Score -4916720 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 38039 members 
Entering Unmasked Estep 
Score: -4916735.000000 Penalty: 5290.658691
	Iteration 29Q: 3 clusters Score -4916735 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 38102 members 
Entering Unmasked Estep 
Score: -4916743.500000 Penalty: 5290.658691
	Iteration 30Q: 3 clusters Score -4916744 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 38166 members 
Entering Unmasked Estep 
Score: -4916764.000000 Penalty: 5290.658691
	Iteration 31Q: 3 clusters Score -4916764 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 38225 members 
Entering Unmasked Estep 
Score: -4916759.500000 Penalty: 5290.658691
	Iteration 32Q: 3 clusters Score -4916760 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 38289 members 
Entering Unmasked Estep 
Score: -4916761.500000 Penalty: 5290.658691
	Iteration 33Q: 3 clusters Score -4916762 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 38344 members 
Entering Unmasked Estep 
Score: -4916754.000000 Penalty: 5290.658691
	Iteration 34Q: 3 clusters Score -4916754 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 38391 members 
Entering Unmasked Estep 
Score: -4916759.000000 Penalty: 5290.658691
	Iteration 35Q: 3 clusters Score -4916759 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 38437 members 
Entering Unmasked Estep 
Score: -4916763.500000 Penalty: 5290.658691
	Iteration 36Q: 3 clusters Score -4916764 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 38474 members 
Entering Unmasked Estep 
Score: -4916767.000000 Penalty: 5290.658691
	Iteration 37Q: 3 clusters Score -4916767 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 38512 members 
Entering Unmasked Estep 
Score: -4916774.000000 Penalty: 5290.658691
	Iteration 38Q: 3 clusters Score -4916774 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 38545 members 
Entering Unmasked Estep 
Score: -4916774.500000 Penalty: 5290.658691
	Iteration 39Q: 3 clusters Score -4916774 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 38573 members 
Entering Unmasked Estep 
Score: -4916775.000000 Penalty: 5290.658691
	Iteration 40F: 3 clusters Score -4916775 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 38598 members 
Entering Unmasked Estep 
Score: -4916785.500000 Penalty: 5290.658691
	Iteration 41Q: 3 clusters Score -4916786 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -4916786.000000 Penalty: 5290.658691
	Iteration 42Q: 3 clusters Score -4916786 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 38661 members 
Entering Unmasked Estep 
Score: -4916788.000000 Penalty: 5290.658691
	Iteration 43Q: 3 clusters Score -4916788 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 38689 members 
Entering Unmasked Estep 
Score: -4916799.500000 Penalty: 5290.658691
	Iteration 44Q: 3 clusters Score -4916800 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
Score: -4916802.000000 Penalty: 5290.658691
	Iteration 45Q: 3 clusters Score -4916802 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 38740 members 
Entering Unmasked Estep 
Score: -4916815.000000 Penalty: 5290.658691
	Iteration 46Q: 3 clusters Score -4916815 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 38764 members 
Entering Unmasked Estep 
Score: -4916797.500000 Penalty: 5290.658691
	Iteration 47Q: 3 clusters Score -4916798 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 38789 members 
Entering Unmasked Estep 
Score: -4916808.000000 Penalty: 5290.658691
	Iteration 48Q: 3 clusters Score -4916808 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 38815 members 
Entering Unmasked Estep 
Score: -4916810.000000 Penalty: 5290.658691
	Iteration 49Q: 3 clusters Score -4916810 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 38836 members 
Entering Unmasked Estep 
Score: -4916820.500000 Penalty: 5290.658691
	Iteration 50Q: 3 clusters Score -4916820 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 38865 members 
Entering Unmasked Estep 
Score: -4916816.500000 Penalty: 5290.658691
	Iteration 51Q: 3 clusters Score -4916816 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 38906 members 
Entering Unmasked Estep 
Score: -4916816.500000 Penalty: 5290.658691
	Iteration 52Q: 3 clusters Score -4916816 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 38944 members 
Entering Unmasked Estep 
Score: -4916814.000000 Penalty: 5290.658691
	Iteration 53Q: 3 clusters Score -4916814 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 38988 members 
Entering Unmasked Estep 
Score: -4916821.500000 Penalty: 5290.658691
	Iteration 54Q: 3 clusters Score -4916822 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 39031 members 
Entering Unmasked Estep 
Score: -4916834.000000 Penalty: 5290.658691
	Iteration 55Q: 3 clusters Score -4916834 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 39068 members 
Entering Unmasked Estep 
Score: -4916846.000000 Penalty: 5290.658691
	Iteration 56Q: 3 clusters Score -4916846 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 39108 members 
Entering Unmasked Estep 
Score: -4916843.500000 Penalty: 5290.658691
	Iteration 57Q: 3 clusters Score -4916844 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 39146 members 
Entering Unmasked Estep 
Score: -4916846.500000 Penalty: 5290.658691
	Iteration 58Q: 3 clusters Score -4916846 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 39191 members 
Entering Unmasked Estep 
Score: -4916851.000000 Penalty: 5290.658691
	Iteration 59Q: 3 clusters Score -4916851 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 39237 members 
Entering Unmasked Estep 
Score: -4916868.500000 Penalty: 5290.658691
	Iteration 60F: 3 clusters Score -4916868 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 39277 members 
Entering Unmasked Estep 
Score: -4916868.000000 Penalty: 5290.658691
	Iteration 61Q: 3 clusters Score -4916868 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 39305 members 
Entering Unmasked Estep 
Score: -4916861.000000 Penalty: 5290.658691
	Iteration 62Q: 3 clusters Score -4916861 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 39328 members 
Entering Unmasked Estep 
Score: -4916868.000000 Penalty: 5290.658691
	Iteration 63Q: 3 clusters Score -4916868 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -4916875.500000 Penalty: 5290.658691
	Iteration 64Q: 3 clusters Score -4916876 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 39382 members 
Entering Unmasked Estep 
Score: -4916877.500000 Penalty: 5290.658691
	Iteration 65Q: 3 clusters Score -4916878 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 39423 members 
Entering Unmasked Estep 
Score: -4916878.500000 Penalty: 5290.658691
	Iteration 66Q: 3 clusters Score -4916878 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 39463 members 
Entering Unmasked Estep 
Score: -4916876.500000 Penalty: 5290.658691
	Iteration 67Q: 3 clusters Score -4916876 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 39495 members 
Entering Unmasked Estep 
Score: -4916881.000000 Penalty: 5290.658691
	Iteration 68Q: 3 clusters Score -4916881 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 39519 members 
Entering Unmasked Estep 
Score: -4916891.000000 Penalty: 5290.658691
	Iteration 69Q: 3 clusters Score -4916891 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 39543 members 
Entering Unmasked Estep 
Score: -4916894.500000 Penalty: 5290.658691
	Iteration 70Q: 3 clusters Score -4916894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 39563 members 
Entering Unmasked Estep 
Score: -4916892.000000 Penalty: 5290.658691
	Iteration 71Q: 3 clusters Score -4916892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 39580 members 
Entering Unmasked Estep 
Score: -4916895.500000 Penalty: 5290.658691
	Iteration 72Q: 3 clusters Score -4916896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 39594 members 
Entering Unmasked Estep 
Score: -4916901.500000 Penalty: 5290.658691
	Iteration 73Q: 3 clusters Score -4916902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 39612 members 
Entering Unmasked Estep 
Score: -4916891.000000 Penalty: 5290.658691
	Iteration 74Q: 3 clusters Score -4916891 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 39625 members 
Entering Unmasked Estep 
Score: -4916888.000000 Penalty: 5290.658691
	Iteration 75Q: 3 clusters Score -4916888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 39636 members 
Entering Unmasked Estep 
Score: -4916891.000000 Penalty: 5290.658691
	Iteration 76Q: 3 clusters Score -4916891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 39648 members 
Entering Unmasked Estep 
Score: -4916895.000000 Penalty: 5290.658691
	Iteration 77Q: 3 clusters Score -4916895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 39660 members 
Entering Unmasked Estep 
Score: -4916895.000000 Penalty: 5290.658691
	Iteration 78Q: 3 clusters Score -4916895 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 39673 members 
Entering Unmasked Estep 
Score: -4916892.500000 Penalty: 5290.658691
	Iteration 79Q: 3 clusters Score -4916892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 39690 members 
Entering Unmasked Estep 
Score: -4916907.500000 Penalty: 5290.658691
	Iteration 80F: 3 clusters Score -4916908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 39699 members 
Entering Unmasked Estep 
Score: -4916908.000000 Penalty: 5290.658691
	Iteration 81Q: 3 clusters Score -4916908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -4916911.500000 Penalty: 5290.658691
	Iteration 82Q: 3 clusters Score -4916912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 39730 members 
Entering Unmasked Estep 
Score: -4916913.500000 Penalty: 5290.658691
	Iteration 83Q: 3 clusters Score -4916914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 39736 members 
Entering Unmasked Estep 
Score: -4916913.000000 Penalty: 5290.658691
	Iteration 84Q: 3 clusters Score -4916913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 39740 members 
Entering Unmasked Estep 
Score: -4916917.500000 Penalty: 5290.658691
	Iteration 85Q: 3 clusters Score -4916918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 39743 members 
Entering Unmasked Estep 
Score: -4916916.000000 Penalty: 5290.658691
	Iteration 86Q: 3 clusters Score -4916916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 39744 members 
Entering Unmasked Estep 
Score: -4916915.500000 Penalty: 5290.658691
	Iteration 87Q: 3 clusters Score -4916916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 39747 members 
Entering Unmasked Estep 
Score: -4916915.000000 Penalty: 5290.658691
	Iteration 88Q: 3 clusters Score -4916915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 39750 members 
Entering Unmasked Estep 
Score: -4916919.000000 Penalty: 5290.658691
	Iteration 89Q: 3 clusters Score -4916919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -4916916.000000 Penalty: 5290.658691
	Iteration 90Q: 3 clusters Score -4916916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 39752 members 
Entering Unmasked Estep 
Score: -4916919.000000 Penalty: 5290.658691
	Iteration 91Q: 3 clusters Score -4916919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 39752 members 
Entering Unmasked Estep 
Score: -4916919.000000 Penalty: 5290.658691
	Iteration 92F: 3 clusters Score -4916919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1497 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 21303 members 
Mstep: Class 3 contains 67586 members 
Mstep: Class 4 contains 7674 members 
Mstep: Class 5 contains 3149 members 
Mstep: Class 6 contains 128597 members 
Mstep: Class 7 contains 117038 members 
Mstep: Class 8 contains 145410 members 
Mstep: Class 9 contains 13781 members 
Mstep: Class 10 contains 462180 members 
Mstep: Class 11 contains 273469 members 
Mstep: Class 12 contains 19495 members 
Mstep: Class 13 contains 268531 members 
Mstep: Class 14 contains 4600 members 
Mstep: Class 15 contains 131577 members 
Mstep: Class 16 contains 62732 members 
Mstep: Class 17 contains 21743 members 
Mstep: Class 18 contains 148825 members 
Mstep: Class 19 contains 11632 members 
Mstep: Class 20 contains 2343 members 
Mstep: Class 21 contains 32603 members 
Mstep: Class 22 contains 39752 members 
Entering Unmasked Estep 
Score: -234946816.000000 Penalty: 79132.335938
Splitting cluster 5 changes total score from -234926000.000000 to -234946816.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 6 (128597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128597 members 
Entering Unmasked Estep 
Score: -15595845.000000 Penalty: 2917.580811
	Iteration 0F: 2 clusters Score -1.559584e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64531 members 
Mstep: Class 2 contains 64066 members 
Entering Unmasked Estep 
Score: -15510078.000000 Penalty: 5835.161621
	Iteration 0F: 3 clusters Score -1.551008e+07 nChanged 61448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64499 members 
Mstep: Class 2 contains 64098 members 
Entering Unmasked Estep 
Score: -15555030.000000 Penalty: 5835.161621
	Iteration 1F: 3 clusters Score -1.555503e+07 nChanged 11662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59865 members 
Mstep: Class 2 contains 68732 members 
Entering Unmasked Estep 
Score: -15573302.000000 Penalty: 5835.161621
	Iteration 2F: 3 clusters Score -1.55733e+07 nChanged 16825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50278 members 
Mstep: Class 2 contains 78319 members 
Entering Unmasked Estep 
Score: -15593652.000000 Penalty: 5835.161621
	Iteration 3F: 3 clusters Score -1.559365e+07 nChanged 14545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41019 members 
Mstep: Class 2 contains 87578 members 
Entering Unmasked Estep 
Score: -15606604.000000 Penalty: 5835.161621
	Iteration 4F: 3 clusters Score -1.56066e+07 nChanged 8563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34658 members 
Mstep: Class 2 contains 93939 members 
Entering Unmasked Estep 
Score: -15612202.000000 Penalty: 5835.161621
	Iteration 5F: 3 clusters Score -1.56122e+07 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30251 members 
Mstep: Class 2 contains 98346 members 
Entering Unmasked Estep 
Score: -15614940.000000 Penalty: 5835.161621
	Iteration 6Q: 3 clusters Score -1.561494e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26959 members 
Mstep: Class 2 contains 101638 members 
Entering Unmasked Estep 
Score: -15616449.000000 Penalty: 5835.161621
	Iteration 7Q: 3 clusters Score -1.561645e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 104180 members 
Entering Unmasked Estep 
Score: -15617390.000000 Penalty: 5835.161621
	Iteration 8Q: 3 clusters Score -1.561739e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 106189 members 
Entering Unmasked Estep 
Score: -15618085.000000 Penalty: 5835.161621
	Iteration 9Q: 3 clusters Score -1.561808e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 107808 members 
Entering Unmasked Estep 
Score: -15618612.000000 Penalty: 5835.161621
	Iteration 10Q: 3 clusters Score -1.561861e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 109128 members 
Entering Unmasked Estep 
Score: -15618899.000000 Penalty: 5835.161621
	Iteration 11Q: 3 clusters Score -1.56189e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 110234 members 
Entering Unmasked Estep 
Score: -15619232.000000 Penalty: 5835.161621
	Iteration 12Q: 3 clusters Score -1.561923e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 111185 members 
Entering Unmasked Estep 
Score: -15619543.000000 Penalty: 5835.161621
	Iteration 13Q: 3 clusters Score -1.561954e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 111987 members 
Entering Unmasked Estep 
Score: -15619752.000000 Penalty: 5835.161621
	Iteration 14Q: 3 clusters Score -1.561975e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 112703 members 
Entering Unmasked Estep 
Score: -15619942.000000 Penalty: 5835.161621
	Iteration 15Q: 3 clusters Score -1.561994e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 113304 members 
Entering Unmasked Estep 
Score: -15620060.000000 Penalty: 5835.161621
	Iteration 16Q: 3 clusters Score -1.562006e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 113795 members 
Entering Unmasked Estep 
Score: -15620119.000000 Penalty: 5835.161621
	Iteration 17Q: 3 clusters Score -1.562012e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 114249 members 
Entering Unmasked Estep 
Score: -15620324.000000 Penalty: 5835.161621
	Iteration 18Q: 3 clusters Score -1.562032e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 114621 members 
Entering Unmasked Estep 
Score: -15620467.000000 Penalty: 5835.161621
	Iteration 19Q: 3 clusters Score -1.562047e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 114975 members 
Entering Unmasked Estep 
Score: -15620749.000000 Penalty: 5835.161621
	Iteration 20F: 3 clusters Score -1.562075e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 115335 members 
Entering Unmasked Estep 
Score: -15621041.000000 Penalty: 5835.161621
	Iteration 21Q: 3 clusters Score -1.562104e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 115736 members 
Entering Unmasked Estep 
Score: -15621246.000000 Penalty: 5835.161621
	Iteration 22Q: 3 clusters Score -1.562125e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 116085 members 
Entering Unmasked Estep 
Score: -15621365.000000 Penalty: 5835.161621
	Iteration 23Q: 3 clusters Score -1.562136e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 116372 members 
Entering Unmasked Estep 
Score: -15621427.000000 Penalty: 5835.161621
	Iteration 24Q: 3 clusters Score -1.562143e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 116583 members 
Entering Unmasked Estep 
Score: -15621444.000000 Penalty: 5835.161621
	Iteration 25Q: 3 clusters Score -1.562144e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 116769 members 
Entering Unmasked Estep 
Score: -15621456.000000 Penalty: 5835.161621
	Iteration 26Q: 3 clusters Score -1.562146e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 116917 members 
Entering Unmasked Estep 
Score: -15621482.000000 Penalty: 5835.161621
	Iteration 27Q: 3 clusters Score -1.562148e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 117027 members 
Entering Unmasked Estep 
Score: -15621482.000000 Penalty: 5835.161621
	Iteration 28Q: 3 clusters Score -1.562148e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 117121 members 
Entering Unmasked Estep 
Score: -15621483.000000 Penalty: 5835.161621
	Iteration 29Q: 3 clusters Score -1.562148e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 117190 members 
Entering Unmasked Estep 
Score: -15621500.000000 Penalty: 5835.161621
	Iteration 30Q: 3 clusters Score -1.56215e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 117253 members 
Entering Unmasked Estep 
Score: -15621519.000000 Penalty: 5835.161621
	Iteration 31Q: 3 clusters Score -1.562152e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 117313 members 
Entering Unmasked Estep 
Score: -15621544.000000 Penalty: 5835.161621
	Iteration 32Q: 3 clusters Score -1.562154e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 117370 members 
Entering Unmasked Estep 
Score: -15621551.000000 Penalty: 5835.161621
	Iteration 33Q: 3 clusters Score -1.562155e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 117412 members 
Entering Unmasked Estep 
Score: -15621565.000000 Penalty: 5835.161621
	Iteration 34Q: 3 clusters Score -1.562156e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 117441 members 
Entering Unmasked Estep 
Score: -15621571.000000 Penalty: 5835.161621
	Iteration 35Q: 3 clusters Score -1.562157e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 117460 members 
Entering Unmasked Estep 
Score: -15621570.000000 Penalty: 5835.161621
	Iteration 36Q: 3 clusters Score -1.562157e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 117471 members 
Entering Unmasked Estep 
Score: -15621560.000000 Penalty: 5835.161621
	Iteration 37Q: 3 clusters Score -1.562156e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 117485 members 
Entering Unmasked Estep 
Score: -15621566.000000 Penalty: 5835.161621
	Iteration 38Q: 3 clusters Score -1.562157e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 117494 members 
Entering Unmasked Estep 
Score: -15621557.000000 Penalty: 5835.161621
	Iteration 39Q: 3 clusters Score -1.562156e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 117499 members 
Entering Unmasked Estep 
Score: -15621569.000000 Penalty: 5835.161621
	Iteration 40F: 3 clusters Score -1.562157e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 117506 members 
Entering Unmasked Estep 
Score: -15621562.000000 Penalty: 5835.161621
	Iteration 41Q: 3 clusters Score -1.562156e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 117513 members 
Entering Unmasked Estep 
Score: -15621564.000000 Penalty: 5835.161621
	Iteration 42Q: 3 clusters Score -1.562156e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 117518 members 
Entering Unmasked Estep 
Score: -15621560.000000 Penalty: 5835.161621
	Iteration 43Q: 3 clusters Score -1.562156e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 117525 members 
Entering Unmasked Estep 
Score: -15621554.000000 Penalty: 5835.161621
	Iteration 44Q: 3 clusters Score -1.562155e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 117531 members 
Entering Unmasked Estep 
Score: -15621552.000000 Penalty: 5835.161621
	Iteration 45Q: 3 clusters Score -1.562155e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 117536 members 
Entering Unmasked Estep 
Score: -15621544.000000 Penalty: 5835.161621
	Iteration 46Q: 3 clusters Score -1.562154e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 117540 members 
Entering Unmasked Estep 
Score: -15621547.000000 Penalty: 5835.161621
	Iteration 47Q: 3 clusters Score -1.562155e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 117542 members 
Entering Unmasked Estep 
Score: -15621538.000000 Penalty: 5835.161621
	Iteration 48Q: 3 clusters Score -1.562154e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 117545 members 
Entering Unmasked Estep 
Score: -15621543.000000 Penalty: 5835.161621
	Iteration 49Q: 3 clusters Score -1.562154e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 117546 members 
Entering Unmasked Estep 
Score: -15621541.000000 Penalty: 5835.161621
	Iteration 50Q: 3 clusters Score -1.562154e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 117547 members 
Entering Unmasked Estep 
Score: -15621542.000000 Penalty: 5835.161621
	Iteration 51Q: 3 clusters Score -1.562154e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 117547 members 
Entering Unmasked Estep 
Score: -15621542.000000 Penalty: 5835.161621
	Iteration 52F: 3 clusters Score -1.562154e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1497 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 21303 members 
Mstep: Class 3 contains 67586 members 
Mstep: Class 4 contains 7674 members 
Mstep: Class 5 contains 3149 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 117038 members 
Mstep: Class 8 contains 145410 members 
Mstep: Class 9 contains 13781 members 
Mstep: Class 10 contains 462180 members 
Mstep: Class 11 contains 273469 members 
Mstep: Class 12 contains 19495 members 
Mstep: Class 13 contains 268531 members 
Mstep: Class 14 contains 4600 members 
Mstep: Class 15 contains 131577 members 
Mstep: Class 16 contains 62732 members 
Mstep: Class 17 contains 21743 members 
Mstep: Class 18 contains 148825 members 
Mstep: Class 19 contains 11632 members 
Mstep: Class 20 contains 2343 members 
Mstep: Class 21 contains 32603 members 
Mstep: Class 22 contains 39752 members 
Mstep: Class 23 contains 117547 members 
Entering Unmasked Estep 
Score: -234981456.000000 Penalty: 82729.265625
Splitting cluster 6 changes total score from -234926000.000000 to -234981456.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (117038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117038 members 
Entering Unmasked Estep 
Score: -14110736.000000 Penalty: 2894.222900
	Iteration 0F: 2 clusters Score -1.411074e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58694 members 
Mstep: Class 2 contains 58344 members 
Entering Unmasked Estep 
Score: -14032816.000000 Penalty: 5788.445801
	Iteration 0F: 3 clusters Score -1.403282e+07 nChanged 55517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60153 members 
Mstep: Class 2 contains 56885 members 
Entering Unmasked Estep 
Score: -14068945.000000 Penalty: 5788.445801
	Iteration 1F: 3 clusters Score -1.406894e+07 nChanged 7707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58754 members 
Mstep: Class 2 contains 58284 members 
Entering Unmasked Estep 
Score: -14079255.000000 Penalty: 5788.445801
	Iteration 2F: 3 clusters Score -1.407926e+07 nChanged 12426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52484 members 
Mstep: Class 2 contains 64554 members 
Entering Unmasked Estep 
Score: -14094402.000000 Penalty: 5788.445801
	Iteration 3F: 3 clusters Score -1.40944e+07 nChanged 14659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43125 members 
Mstep: Class 2 contains 73913 members 
Entering Unmasked Estep 
Score: -14109462.000000 Penalty: 5788.445801
	Iteration 4F: 3 clusters Score -1.410946e+07 nChanged 11194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 81563 members 
Entering Unmasked Estep 
Score: -14118012.000000 Penalty: 5788.445801
	Iteration 5F: 3 clusters Score -1.411801e+07 nChanged 6476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30779 members 
Mstep: Class 2 contains 86259 members 
Entering Unmasked Estep 
Score: -14121791.000000 Penalty: 5788.445801
	Iteration 6F: 3 clusters Score -1.412179e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 89458 members 
Entering Unmasked Estep 
Score: -14123557.000000 Penalty: 5788.445801
	Iteration 7Q: 3 clusters Score -1.412356e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 91892 members 
Entering Unmasked Estep 
Score: -14124780.000000 Penalty: 5788.445801
	Iteration 8Q: 3 clusters Score -1.412478e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 93921 members 
Entering Unmasked Estep 
Score: -14125635.000000 Penalty: 5788.445801
	Iteration 9Q: 3 clusters Score -1.412564e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 95680 members 
Entering Unmasked Estep 
Score: -14126395.000000 Penalty: 5788.445801
	Iteration 10Q: 3 clusters Score -1.41264e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 97227 members 
Entering Unmasked Estep 
Score: -14127128.000000 Penalty: 5788.445801
	Iteration 11Q: 3 clusters Score -1.412713e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 98644 members 
Entering Unmasked Estep 
Score: -14127903.000000 Penalty: 5788.445801
	Iteration 12Q: 3 clusters Score -1.41279e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 99924 members 
Entering Unmasked Estep 
Score: -14128594.000000 Penalty: 5788.445801
	Iteration 13Q: 3 clusters Score -1.412859e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 101044 members 
Entering Unmasked Estep 
Score: -14129494.000000 Penalty: 5788.445801
	Iteration 14Q: 3 clusters Score -1.412949e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 102050 members 
Entering Unmasked Estep 
Score: -14130445.000000 Penalty: 5788.445801
	Iteration 15Q: 3 clusters Score -1.413044e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 102867 members 
Entering Unmasked Estep 
Score: -14131265.000000 Penalty: 5788.445801
	Iteration 16Q: 3 clusters Score -1.413126e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 103506 members 
Entering Unmasked Estep 
Score: -14131680.000000 Penalty: 5788.445801
	Iteration 17Q: 3 clusters Score -1.413168e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 104012 members 
Entering Unmasked Estep 
Score: -14131956.000000 Penalty: 5788.445801
	Iteration 18Q: 3 clusters Score -1.413196e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 104383 members 
Entering Unmasked Estep 
Score: -14132176.000000 Penalty: 5788.445801
	Iteration 19Q: 3 clusters Score -1.413218e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 104655 members 
Entering Unmasked Estep 
Score: -14132248.000000 Penalty: 5788.445801
	Iteration 20F: 3 clusters Score -1.413225e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 104870 members 
Entering Unmasked Estep 
Score: -14132328.000000 Penalty: 5788.445801
	Iteration 21Q: 3 clusters Score -1.413233e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 105036 members 
Entering Unmasked Estep 
Score: -14132338.000000 Penalty: 5788.445801
	Iteration 22Q: 3 clusters Score -1.413234e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 105145 members 
Entering Unmasked Estep 
Score: -14132362.000000 Penalty: 5788.445801
	Iteration 23Q: 3 clusters Score -1.413236e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 105224 members 
Entering Unmasked Estep 
Score: -14132362.000000 Penalty: 5788.445801
	Iteration 24Q: 3 clusters Score -1.413236e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 105286 members 
Entering Unmasked Estep 
Score: -14132361.000000 Penalty: 5788.445801
	Iteration 25Q: 3 clusters Score -1.413236e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 105326 members 
Entering Unmasked Estep 
Score: -14132370.000000 Penalty: 5788.445801
	Iteration 26Q: 3 clusters Score -1.413237e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 105358 members 
Entering Unmasked Estep 
Score: -14132353.000000 Penalty: 5788.445801
	Iteration 27Q: 3 clusters Score -1.413235e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 105377 members 
Entering Unmasked Estep 
Score: -14132338.000000 Penalty: 5788.445801
	Iteration 28Q: 3 clusters Score -1.413234e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 105399 members 
Entering Unmasked Estep 
Score: -14132341.000000 Penalty: 5788.445801
	Iteration 29Q: 3 clusters Score -1.413234e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 105410 members 
Entering Unmasked Estep 
Score: -14132352.000000 Penalty: 5788.445801
	Iteration 30Q: 3 clusters Score -1.413235e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 105416 members 
Entering Unmasked Estep 
Score: -14132353.000000 Penalty: 5788.445801
	Iteration 31Q: 3 clusters Score -1.413235e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 105420 members 
Entering Unmasked Estep 
Score: -14132343.000000 Penalty: 5788.445801
	Iteration 32Q: 3 clusters Score -1.413234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 105424 members 
Entering Unmasked Estep 
Score: -14132342.000000 Penalty: 5788.445801
	Iteration 33Q: 3 clusters Score -1.413234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 105428 members 
Entering Unmasked Estep 
Score: -14132344.000000 Penalty: 5788.445801
	Iteration 34Q: 3 clusters Score -1.413234e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 105428 members 
Entering Unmasked Estep 
Score: -14132344.000000 Penalty: 5788.445801
	Iteration 35F: 3 clusters Score -1.413234e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1497 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 21303 members 
Mstep: Class 3 contains 67586 members 
Mstep: Class 4 contains 7674 members 
Mstep: Class 5 contains 3149 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 11610 members 
Mstep: Class 8 contains 145410 members 
Mstep: Class 9 contains 13781 members 
Mstep: Class 10 contains 462180 members 
Mstep: Class 11 contains 273469 members 
Mstep: Class 12 contains 19495 members 
Mstep: Class 13 contains 268531 members 
Mstep: Class 14 contains 4600 members 
Mstep: Class 15 contains 131577 members 
Mstep: Class 16 contains 62732 members 
Mstep: Class 17 contains 21743 members 
Mstep: Class 18 contains 148825 members 
Mstep: Class 19 contains 11632 members 
Mstep: Class 20 contains 2343 members 
Mstep: Class 21 contains 32603 members 
Mstep: Class 22 contains 39752 members 
Mstep: Class 23 contains 117547 members 
Mstep: Class 24 contains 105428 members 
Entering Unmasked Estep 
Score: -235015120.000000 Penalty: 86326.187500
Splitting cluster 7 changes total score from -234926000.000000 to -235015120.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 8 (145410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145410 members 
Entering Unmasked Estep 
Score: -17684698.000000 Penalty: 2948.053711
	Iteration 0F: 2 clusters Score -1.76847e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72610 members 
Mstep: Class 2 contains 72800 members 
Entering Unmasked Estep 
Score: -17586982.000000 Penalty: 5896.107422
	Iteration 0F: 3 clusters Score -1.758698e+07 nChanged 69589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70745 members 
Mstep: Class 2 contains 74665 members 
Entering Unmasked Estep 
Score: -17627102.000000 Penalty: 5896.107422
	Iteration 1F: 3 clusters Score -1.76271e+07 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69408 members 
Mstep: Class 2 contains 76002 members 
Entering Unmasked Estep 
Score: -17628126.000000 Penalty: 5896.107422
	Iteration 2Q: 3 clusters Score -1.762813e+07 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67217 members 
Mstep: Class 2 contains 78193 members 
Entering Unmasked Estep 
Score: -17629144.000000 Penalty: 5896.107422
	Iteration 3Q: 3 clusters Score -1.762914e+07 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63850 members 
Mstep: Class 2 contains 81560 members 
Entering Unmasked Estep 
Score: -17630708.000000 Penalty: 5896.107422
	Iteration 4Q: 3 clusters Score -1.763071e+07 nChanged 6356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58838 members 
Mstep: Class 2 contains 86572 members 
Entering Unmasked Estep 
Score: -17633328.000000 Penalty: 5896.107422
	Iteration 5Q: 3 clusters Score -1.763333e+07 nChanged 8253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51467 members 
Mstep: Class 2 contains 93943 members 
Entering Unmasked Estep 
Score: -17637602.000000 Penalty: 5896.107422
	Iteration 6F: 3 clusters Score -1.76376e+07 nChanged 10529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41588 members 
Mstep: Class 2 contains 103822 members 
Entering Unmasked Estep 
Score: -17645016.000000 Penalty: 5896.107422
	Iteration 7F: 3 clusters Score -1.764502e+07 nChanged 12016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30080 members 
Mstep: Class 2 contains 115330 members 
Entering Unmasked Estep 
Score: -17655342.000000 Penalty: 5896.107422
	Iteration 8F: 3 clusters Score -1.765534e+07 nChanged 11511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 126495 members 
Entering Unmasked Estep 
Score: -17666110.000000 Penalty: 5896.107422
	Iteration 9F: 3 clusters Score -1.766611e+07 nChanged 8559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 134862 members 
Entering Unmasked Estep 
Score: -17673876.000000 Penalty: 5896.107422
	Iteration 10F: 3 clusters Score -1.767388e+07 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 139893 members 
Entering Unmasked Estep 
Score: -17678284.000000 Penalty: 5896.107422
	Iteration 11Q: 3 clusters Score -1.767828e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 142521 members 
Entering Unmasked Estep 
Score: -17680414.000000 Penalty: 5896.107422
	Iteration 12Q: 3 clusters Score -1.768041e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 143747 members 
Entering Unmasked Estep 
Score: -17681416.000000 Penalty: 5896.107422
	Iteration 13Q: 3 clusters Score -1.768142e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 144263 members 
Entering Unmasked Estep 
Score: -17681740.000000 Penalty: 5896.107422
	Iteration 14Q: 3 clusters Score -1.768174e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 144496 members 
Entering Unmasked Estep 
Score: -17681912.000000 Penalty: 5896.107422
	Iteration 15Q: 3 clusters Score -1.768191e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 144622 members 
Entering Unmasked Estep 
Score: -17682026.000000 Penalty: 5896.107422
	Iteration 16Q: 3 clusters Score -1.768203e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 144690 members 
Entering Unmasked Estep 
Score: -17682146.000000 Penalty: 5896.107422
	Iteration 17Q: 3 clusters Score -1.768215e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 144725 members 
Entering Unmasked Estep 
Score: -17682202.000000 Penalty: 5896.107422
	Iteration 18Q: 3 clusters Score -1.76822e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 144750 members 
Entering Unmasked Estep 
Score: -17682222.000000 Penalty: 5896.107422
	Iteration 19Q: 3 clusters Score -1.768222e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 144763 members 
Entering Unmasked Estep 
Score: -17682258.000000 Penalty: 5896.107422
	Iteration 20F: 3 clusters Score -1.768226e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 144767 members 
Entering Unmasked Estep 
Score: -17682260.000000 Penalty: 5896.107422
	Iteration 21Q: 3 clusters Score -1.768226e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 144770 members 
Entering Unmasked Estep 
Score: -17682292.000000 Penalty: 5896.107422
	Iteration 22Q: 3 clusters Score -1.768229e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 144773 members 
Entering Unmasked Estep 
Score: -17682282.000000 Penalty: 5896.107422
	Iteration 23Q: 3 clusters Score -1.768228e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 144776 members 
Entering Unmasked Estep 
Score: -17682290.000000 Penalty: 5896.107422
	Iteration 24Q: 3 clusters Score -1.768229e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 144775 members 
Entering Unmasked Estep 
Score: -17682306.000000 Penalty: 5896.107422
	Iteration 25Q: 3 clusters Score -1.768231e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 144773 members 
Entering Unmasked Estep 
Score: -17682312.000000 Penalty: 5896.107422
	Iteration 26Q: 3 clusters Score -1.768231e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 144776 members 
Entering Unmasked Estep 
Score: -17682312.000000 Penalty: 5896.107422
	Iteration 27Q: 3 clusters Score -1.768231e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 144782 members 
Entering Unmasked Estep 
Score: -17682316.000000 Penalty: 5896.107422
	Iteration 28Q: 3 clusters Score -1.768232e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 144791 members 
Entering Unmasked Estep 
Score: -17682324.000000 Penalty: 5896.107422
	Iteration 29Q: 3 clusters Score -1.768232e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 144790 members 
Entering Unmasked Estep 
Score: -17682354.000000 Penalty: 5896.107422
	Iteration 30Q: 3 clusters Score -1.768235e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 144798 members 
Entering Unmasked Estep 
Score: -17682366.000000 Penalty: 5896.107422
	Iteration 31Q: 3 clusters Score -1.768237e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 144808 members 
Entering Unmasked Estep 
Score: -17682430.000000 Penalty: 5896.107422
	Iteration 32Q: 3 clusters Score -1.768243e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 144810 members 
Entering Unmasked Estep 
Score: -17682454.000000 Penalty: 5896.107422
	Iteration 33Q: 3 clusters Score -1.768245e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 144805 members 
Entering Unmasked Estep 
Score: -17682508.000000 Penalty: 5896.107422
	Iteration 34Q: 3 clusters Score -1.768251e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 144802 members 
Entering Unmasked Estep 
Score: -17682546.000000 Penalty: 5896.107422
	Iteration 35Q: 3 clusters Score -1.768255e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 144808 members 
Entering Unmasked Estep 
Score: -17682594.000000 Penalty: 5896.107422
	Iteration 36Q: 3 clusters Score -1.768259e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 144808 members 
Entering Unmasked Estep 
Score: -17682610.000000 Penalty: 5896.107422
	Iteration 37Q: 3 clusters Score -1.768261e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 144801 members 
Entering Unmasked Estep 
Score: -17682656.000000 Penalty: 5896.107422
	Iteration 38Q: 3 clusters Score -1.768266e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 144789 members 
Entering Unmasked Estep 
Score: -17682666.000000 Penalty: 5896.107422
	Iteration 39Q: 3 clusters Score -1.768267e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 144769 members 
Entering Unmasked Estep 
Score: -17682716.000000 Penalty: 5896.107422
	Iteration 40F: 3 clusters Score -1.768272e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 144751 members 
Entering Unmasked Estep 
Score: -17682724.000000 Penalty: 5896.107422
	Iteration 41Q: 3 clusters Score -1.768272e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 144729 members 
Entering Unmasked Estep 
Score: -17682756.000000 Penalty: 5896.107422
	Iteration 42Q: 3 clusters Score -1.768276e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 144704 members 
Entering Unmasked Estep 
Score: -17682786.000000 Penalty: 5896.107422
	Iteration 43Q: 3 clusters Score -1.768279e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 144683 members 
Entering Unmasked Estep 
Score: -17682818.000000 Penalty: 5896.107422
	Iteration 44Q: 3 clusters Score -1.768282e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 144664 members 
Entering Unmasked Estep 
Score: -17682840.000000 Penalty: 5896.107422
	Iteration 45Q: 3 clusters Score -1.768284e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 144652 members 
Entering Unmasked Estep 
Score: -17682876.000000 Penalty: 5896.107422
	Iteration 46Q: 3 clusters Score -1.768288e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 144642 members 
Entering Unmasked Estep 
Score: -17682882.000000 Penalty: 5896.107422
	Iteration 47Q: 3 clusters Score -1.768288e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 144632 members 
Entering Unmasked Estep 
Score: -17682906.000000 Penalty: 5896.107422
	Iteration 48Q: 3 clusters Score -1.768291e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 144623 members 
Entering Unmasked Estep 
Score: -17682914.000000 Penalty: 5896.107422
	Iteration 49Q: 3 clusters Score -1.768291e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 144615 members 
Entering Unmasked Estep 
Score: -17682900.000000 Penalty: 5896.107422
	Iteration 50Q: 3 clusters Score -1.76829e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 144602 members 
Entering Unmasked Estep 
Score: -17682908.000000 Penalty: 5896.107422
	Iteration 51Q: 3 clusters Score -1.768291e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 144587 members 
Entering Unmasked Estep 
Score: -17682934.000000 Penalty: 5896.107422
	Iteration 52Q: 3 clusters Score -1.768293e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 144580 members 
Entering Unmasked Estep 
Score: -17682934.000000 Penalty: 5896.107422
	Iteration 53Q: 3 clusters Score -1.768293e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 144577 members 
Entering Unmasked Estep 
Score: -17682930.000000 Penalty: 5896.107422
	Iteration 54Q: 3 clusters Score -1.768293e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 144574 members 
Entering Unmasked Estep 
Score: -17682918.000000 Penalty: 5896.107422
	Iteration 55Q: 3 clusters Score -1.768292e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 144571 members 
Entering Unmasked Estep 
Score: -17682936.000000 Penalty: 5896.107422
	Iteration 56Q: 3 clusters Score -1.768294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 144569 members 
Entering Unmasked Estep 
Score: -17682944.000000 Penalty: 5896.107422
	Iteration 57Q: 3 clusters Score -1.768294e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 144570 members 
Entering Unmasked Estep 
Score: -17682944.000000 Penalty: 5896.107422
	Iteration 58Q: 3 clusters Score -1.768294e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 144570 members 
Entering Unmasked Estep 
Score: -17682944.000000 Penalty: 5896.107422
	Iteration 59F: 3 clusters Score -1.768294e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Entering Unmasked Estep 
Score: -1563093.750000 Penalty: 2363.699463
	Iteration 0F: 2 clusters Score -1563094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1553203.250000 Penalty: 4727.398926
	Iteration 0F: 3 clusters Score -1553203 nChanged 6045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1556809.500000 Penalty: 4727.398926
	Iteration 1F: 3 clusters Score -1556810 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1557814.750000 Penalty: 4727.398926
	Iteration 2F: 3 clusters Score -1557815 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1559212.000000 Penalty: 4727.398926
	Iteration 3F: 3 clusters Score -1559212 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1561105.875000 Penalty: 4727.398926
	Iteration 4F: 3 clusters Score -1561106 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1563388.875000 Penalty: 4727.398926
	Iteration 5F: 3 clusters Score -1563389 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1565369.875000 Penalty: 4727.398926
	Iteration 6F: 3 clusters Score -1565370 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1566690.750000 Penalty: 4727.398926
	Iteration 7F: 3 clusters Score -1566691 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1567274.000000 Penalty: 4727.398926
	Iteration 8Q: 3 clusters Score -1567274 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1567517.750000 Penalty: 4727.398926
	Iteration 9Q: 3 clusters Score -1567518 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1567637.250000 Penalty: 4727.398926
	Iteration 10Q: 3 clusters Score -1567637 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1567695.500000 Penalty: 4727.398926
	Iteration 11Q: 3 clusters Score -1567696 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1567726.000000 Penalty: 4727.398926
	Iteration 12Q: 3 clusters Score -1567726 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1567749.250000 Penalty: 4727.398926
	Iteration 13Q: 3 clusters Score -1567749 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1567760.750000 Penalty: 4727.398926
	Iteration 14Q: 3 clusters Score -1567761 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1567766.375000 Penalty: 4727.398926
	Iteration 15Q: 3 clusters Score -1567766 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1567771.375000 Penalty: 4727.398926
	Iteration 16Q: 3 clusters Score -1567771 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1567774.125000 Penalty: 4727.398926
	Iteration 17Q: 3 clusters Score -1567774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1567779.000000 Penalty: 4727.398926
	Iteration 18Q: 3 clusters Score -1567779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1567783.500000 Penalty: 4727.398926
	Iteration 19Q: 3 clusters Score -1567784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1567785.625000 Penalty: 4727.398926
	Iteration 20F: 3 clusters Score -1567786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1567785.125000 Penalty: 4727.398926
	Iteration 21Q: 3 clusters Score -1567785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1567783.500000 Penalty: 4727.398926
	Iteration 22Q: 3 clusters Score -1567784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1567785.250000 Penalty: 4727.398926
	Iteration 23Q: 3 clusters Score -1567785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1567787.500000 Penalty: 4727.398926
	Iteration 24Q: 3 clusters Score -1567788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1567785.375000 Penalty: 4727.398926
	Iteration 25Q: 3 clusters Score -1567785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1567784.500000 Penalty: 4727.398926
	Iteration 26Q: 3 clusters Score -1567784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1567785.625000 Penalty: 4727.398926
	Iteration 27Q: 3 clusters Score -1567786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1567789.125000 Penalty: 4727.398926
	Iteration 28Q: 3 clusters Score -1567789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1567785.750000 Penalty: 4727.398926
	Iteration 29Q: 3 clusters Score -1567786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1567785.750000 Penalty: 4727.398926
	Iteration 30F: 3 clusters Score -1567786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1497 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 21303 members 
Mstep: Class 3 contains 67586 members 
Mstep: Class 4 contains 7674 members 
Mstep: Class 5 contains 3149 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 11610 members 
Mstep: Class 8 contains 145410 members 
Mstep: Class 9 contains 10312 members 
Mstep: Class 10 contains 462180 members 
Mstep: Class 11 contains 273469 members 
Mstep: Class 12 contains 19495 members 
Mstep: Class 13 contains 268531 members 
Mstep: Class 14 contains 4600 members 
Mstep: Class 15 contains 131577 members 
Mstep: Class 16 contains 62732 members 
Mstep: Class 17 contains 21743 members 
Mstep: Class 18 contains 148825 members 
Mstep: Class 19 contains 11632 members 
Mstep: Class 20 contains 2343 members 
Mstep: Class 21 contains 32603 members 
Mstep: Class 22 contains 39752 members 
Mstep: Class 23 contains 117547 members 
Mstep: Class 24 contains 105428 members 
Mstep: Class 25 contains 3469 members 
Entering Unmasked Estep 
Score: -235017136.000000 Penalty: 89923.109375
Splitting cluster 9 changes total score from -234926000.000000 to -235017136.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (462180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462180 members 
Entering Unmasked Estep 
Score: -56471944.000000 Penalty: 3234.840088
	Iteration 0F: 2 clusters Score -5.647194e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231708 members 
Mstep: Class 2 contains 230472 members 
Entering Unmasked Estep 
Score: -56289876.000000 Penalty: 6469.680176
	Iteration 0F: 3 clusters Score -5.628988e+07 nChanged 225762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243168 members 
Mstep: Class 2 contains 219012 members 
Entering Unmasked Estep 
Score: -56425436.000000 Penalty: 6469.680176
	Iteration 1F: 3 clusters Score -5.642544e+07 nChanged 13793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248017 members 
Mstep: Class 2 contains 214163 members 
Entering Unmasked Estep 
Score: -56427988.000000 Penalty: 6469.680176
	Iteration 2Q: 3 clusters Score -5.642799e+07 nChanged 14557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253804 members 
Mstep: Class 2 contains 208376 members 
Entering Unmasked Estep 
Score: -56431072.000000 Penalty: 6469.680176
	Iteration 3Q: 3 clusters Score -5.643107e+07 nChanged 16205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260325 members 
Mstep: Class 2 contains 201855 members 
Entering Unmasked Estep 
Score: -56435452.000000 Penalty: 6469.680176
	Iteration 4Q: 3 clusters Score -5.643545e+07 nChanged 18669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266866 members 
Mstep: Class 2 contains 195314 members 
Entering Unmasked Estep 
Score: -56441860.000000 Penalty: 6469.680176
	Iteration 5Q: 3 clusters Score -5.644186e+07 nChanged 21599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271925 members 
Mstep: Class 2 contains 190255 members 
Entering Unmasked Estep 
Score: -56450632.000000 Penalty: 6469.680176
	Iteration 6Q: 3 clusters Score -5.645063e+07 nChanged 24900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273485 members 
Mstep: Class 2 contains 188695 members 
Entering Unmasked Estep 
Score: -56461752.000000 Penalty: 6469.680176
	Iteration 7F: 3 clusters Score -5.646175e+07 nChanged 28232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269203 members 
Mstep: Class 2 contains 192977 members 
Entering Unmasked Estep 
Score: -56476644.000000 Penalty: 6469.680176
	Iteration 8F: 3 clusters Score -5.647664e+07 nChanged 29839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258214 members 
Mstep: Class 2 contains 203966 members 
Entering Unmasked Estep 
Score: -56494640.000000 Penalty: 6469.680176
	Iteration 9F: 3 clusters Score -5.649464e+07 nChanged 29014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240922 members 
Mstep: Class 2 contains 221258 members 
Entering Unmasked Estep 
Score: -56510780.000000 Penalty: 6469.680176
	Iteration 10F: 3 clusters Score -5.651078e+07 nChanged 25849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219793 members 
Mstep: Class 2 contains 242387 members 
Entering Unmasked Estep 
Score: -56520032.000000 Penalty: 6469.680176
	Iteration 11F: 3 clusters Score -5.652003e+07 nChanged 22949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197860 members 
Mstep: Class 2 contains 264320 members 
Entering Unmasked Estep 
Score: -56524916.000000 Penalty: 6469.680176
	Iteration 12Q: 3 clusters Score -5.652492e+07 nChanged 20493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177897 members 
Mstep: Class 2 contains 284283 members 
Entering Unmasked Estep 
Score: -56526784.000000 Penalty: 6469.680176
	Iteration 13Q: 3 clusters Score -5.652678e+07 nChanged 18271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161224 members 
Mstep: Class 2 contains 300956 members 
Entering Unmasked Estep 
Score: -56527656.000000 Penalty: 6469.680176
	Iteration 14Q: 3 clusters Score -5.652766e+07 nChanged 16861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147497 members 
Mstep: Class 2 contains 314683 members 
Entering Unmasked Estep 
Score: -56527664.000000 Penalty: 6469.680176
	Iteration 15Q: 3 clusters Score -5.652766e+07 nChanged 14928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136095 members 
Mstep: Class 2 contains 326085 members 
Entering Unmasked Estep 
Score: -56526308.000000 Penalty: 6469.680176
	Iteration 16Q: 3 clusters Score -5.652631e+07 nChanged 12887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126640 members 
Mstep: Class 2 contains 335540 members 
Entering Unmasked Estep 
Score: -56525256.000000 Penalty: 6469.680176
	Iteration 17Q: 3 clusters Score -5.652526e+07 nChanged 10844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118964 members 
Mstep: Class 2 contains 343216 members 
Entering Unmasked Estep 
Score: -56522912.000000 Penalty: 6469.680176
	Iteration 18Q: 3 clusters Score -5.652291e+07 nChanged 8614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113300 members 
Mstep: Class 2 contains 348880 members 
Entering Unmasked Estep 
Score: -56520412.000000 Penalty: 6469.680176
	Iteration 19Q: 3 clusters Score -5.652041e+07 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109341 members 
Mstep: Class 2 contains 352839 members 
Entering Unmasked Estep 
Score: -56518524.000000 Penalty: 6469.680176
	Iteration 20F: 3 clusters Score -5.651852e+07 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106381 members 
Mstep: Class 2 contains 355799 members 
Entering Unmasked Estep 
Score: -56517072.000000 Penalty: 6469.680176
	Iteration 21Q: 3 clusters Score -5.651707e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104426 members 
Mstep: Class 2 contains 357754 members 
Entering Unmasked Estep 
Score: -56515692.000000 Penalty: 6469.680176
	Iteration 22Q: 3 clusters Score -5.651569e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103130 members 
Mstep: Class 2 contains 359050 members 
Entering Unmasked Estep 
Score: -56514692.000000 Penalty: 6469.680176
	Iteration 23Q: 3 clusters Score -5.651469e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102499 members 
Mstep: Class 2 contains 359681 members 
Entering Unmasked Estep 
Score: -56513624.000000 Penalty: 6469.680176
	Iteration 24Q: 3 clusters Score -5.651362e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102428 members 
Mstep: Class 2 contains 359752 members 
Entering Unmasked Estep 
Score: -56512772.000000 Penalty: 6469.680176
	Iteration 25Q: 3 clusters Score -5.651277e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102832 members 
Mstep: Class 2 contains 359348 members 
Entering Unmasked Estep 
Score: -56512288.000000 Penalty: 6469.680176
	Iteration 26Q: 3 clusters Score -5.651229e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103589 members 
Mstep: Class 2 contains 358591 members 
Entering Unmasked Estep 
Score: -56511824.000000 Penalty: 6469.680176
	Iteration 27Q: 3 clusters Score -5.651182e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104623 members 
Mstep: Class 2 contains 357557 members 
Entering Unmasked Estep 
Score: -56511724.000000 Penalty: 6469.680176
	Iteration 28Q: 3 clusters Score -5.651172e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106045 members 
Mstep: Class 2 contains 356135 members 
Entering Unmasked Estep 
Score: -56511588.000000 Penalty: 6469.680176
	Iteration 29Q: 3 clusters Score -5.651159e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107765 members 
Mstep: Class 2 contains 354415 members 
Entering Unmasked Estep 
Score: -56511824.000000 Penalty: 6469.680176
	Iteration 30Q: 3 clusters Score -5.651182e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109786 members 
Mstep: Class 2 contains 352394 members 
Entering Unmasked Estep 
Score: -56511964.000000 Penalty: 6469.680176
	Iteration 31Q: 3 clusters Score -5.651196e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112045 members 
Mstep: Class 2 contains 350135 members 
Entering Unmasked Estep 
Score: -56511936.000000 Penalty: 6469.680176
	Iteration 32Q: 3 clusters Score -5.651194e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114563 members 
Mstep: Class 2 contains 347617 members 
Entering Unmasked Estep 
Score: -56511960.000000 Penalty: 6469.680176
	Iteration 33Q: 3 clusters Score -5.651196e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117335 members 
Mstep: Class 2 contains 344845 members 
Entering Unmasked Estep 
Score: -56512068.000000 Penalty: 6469.680176
	Iteration 34Q: 3 clusters Score -5.651207e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120398 members 
Mstep: Class 2 contains 341782 members 
Entering Unmasked Estep 
Score: -56512136.000000 Penalty: 6469.680176
	Iteration 35Q: 3 clusters Score -5.651214e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123853 members 
Mstep: Class 2 contains 338327 members 
Entering Unmasked Estep 
Score: -56512152.000000 Penalty: 6469.680176
	Iteration 36Q: 3 clusters Score -5.651215e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127756 members 
Mstep: Class 2 contains 334424 members 
Entering Unmasked Estep 
Score: -56512776.000000 Penalty: 6469.680176
	Iteration 37Q: 3 clusters Score -5.651278e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132288 members 
Mstep: Class 2 contains 329892 members 
Entering Unmasked Estep 
Score: -56512632.000000 Penalty: 6469.680176
	Iteration 38Q: 3 clusters Score -5.651263e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137609 members 
Mstep: Class 2 contains 324571 members 
Entering Unmasked Estep 
Score: -56512520.000000 Penalty: 6469.680176
	Iteration 39Q: 3 clusters Score -5.651252e+07 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143560 members 
Mstep: Class 2 contains 318620 members 
Entering Unmasked Estep 
Score: -56512788.000000 Penalty: 6469.680176
	Iteration 40F: 3 clusters Score -5.651279e+07 nChanged 6937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150485 members 
Mstep: Class 2 contains 311695 members 
Entering Unmasked Estep 
Score: -56512828.000000 Penalty: 6469.680176
	Iteration 41Q: 3 clusters Score -5.651283e+07 nChanged 7995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158474 members 
Mstep: Class 2 contains 303706 members 
Entering Unmasked Estep 
Score: -56513388.000000 Penalty: 6469.680176
	Iteration 42Q: 3 clusters Score -5.651339e+07 nChanged 9212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167678 members 
Mstep: Class 2 contains 294502 members 
Entering Unmasked Estep 
Score: -56514348.000000 Penalty: 6469.680176
	Iteration 43Q: 3 clusters Score -5.651435e+07 nChanged 10199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177875 members 
Mstep: Class 2 contains 284305 members 
Entering Unmasked Estep 
Score: -56515620.000000 Penalty: 6469.680176
	Iteration 44Q: 3 clusters Score -5.651562e+07 nChanged 13651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191526 members 
Mstep: Class 2 contains 270654 members 
Entering Unmasked Estep 
Score: -56518224.000000 Penalty: 6469.680176
	Iteration 45Q: 3 clusters Score -5.651822e+07 nChanged 17557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209083 members 
Mstep: Class 2 contains 253097 members 
Entering Unmasked Estep 
Score: -56519804.000000 Penalty: 6469.680176
	Iteration 46Q: 3 clusters Score -5.65198e+07 nChanged 21358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230441 members 
Mstep: Class 2 contains 231739 members 
Entering Unmasked Estep 
Score: -56521656.000000 Penalty: 6469.680176
	Iteration 47Q: 3 clusters Score -5.652166e+07 nChanged 23371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253812 members 
Mstep: Class 2 contains 208368 members 
Entering Unmasked Estep 
Score: -56523140.000000 Penalty: 6469.680176
	Iteration 48F: 3 clusters Score -5.652314e+07 nChanged 23097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276889 members 
Mstep: Class 2 contains 185291 members 
Entering Unmasked Estep 
Score: -56523564.000000 Penalty: 6469.680176
	Iteration 49Q: 3 clusters Score -5.652356e+07 nChanged 19609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295898 members 
Mstep: Class 2 contains 166282 members 
Entering Unmasked Estep 
Score: -56522768.000000 Penalty: 6469.680176
	Iteration 50Q: 3 clusters Score -5.652277e+07 nChanged 16557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308967 members 
Mstep: Class 2 contains 153213 members 
Entering Unmasked Estep 
Score: -56522044.000000 Penalty: 6469.680176
	Iteration 51Q: 3 clusters Score -5.652204e+07 nChanged 14970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319103 members 
Mstep: Class 2 contains 143077 members 
Entering Unmasked Estep 
Score: -56520768.000000 Penalty: 6469.680176
	Iteration 52Q: 3 clusters Score -5.652077e+07 nChanged 12896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326109 members 
Mstep: Class 2 contains 136071 members 
Entering Unmasked Estep 
Score: -56519676.000000 Penalty: 6469.680176
	Iteration 53Q: 3 clusters Score -5.651968e+07 nChanged 11108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330389 members 
Mstep: Class 2 contains 131791 members 
Entering Unmasked Estep 
Score: -56519116.000000 Penalty: 6469.680176
	Iteration 54Q: 3 clusters Score -5.651912e+07 nChanged 9715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332280 members 
Mstep: Class 2 contains 129900 members 
Entering Unmasked Estep 
Score: -56518200.000000 Penalty: 6469.680176
	Iteration 55Q: 3 clusters Score -5.65182e+07 nChanged 8833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332179 members 
Mstep: Class 2 contains 130001 members 
Entering Unmasked Estep 
Score: -56517372.000000 Penalty: 6469.680176
	Iteration 56Q: 3 clusters Score -5.651737e+07 nChanged 8133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330512 members 
Mstep: Class 2 contains 131668 members 
Entering Unmasked Estep 
Score: -56516848.000000 Penalty: 6469.680176
	Iteration 57Q: 3 clusters Score -5.651685e+07 nChanged 7611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327303 members 
Mstep: Class 2 contains 134877 members 
Entering Unmasked Estep 
Score: -56517020.000000 Penalty: 6469.680176
	Iteration 58Q: 3 clusters Score -5.651702e+07 nChanged 7656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322579 members 
Mstep: Class 2 contains 139601 members 
Entering Unmasked Estep 
Score: -56516984.000000 Penalty: 6469.680176
	Iteration 59Q: 3 clusters Score -5.651698e+07 nChanged 7881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316652 members 
Mstep: Class 2 contains 145528 members 
Entering Unmasked Estep 
Score: -56518192.000000 Penalty: 6469.680176
	Iteration 60F: 3 clusters Score -5.651819e+07 nChanged 8560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309482 members 
Mstep: Class 2 contains 152698 members 
Entering Unmasked Estep 
Score: -56518748.000000 Penalty: 6469.680176
	Iteration 61Q: 3 clusters Score -5.651875e+07 nChanged 9294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301040 members 
Mstep: Class 2 contains 161140 members 
Entering Unmasked Estep 
Score: -56520568.000000 Penalty: 6469.680176
	Iteration 62Q: 3 clusters Score -5.652057e+07 nChanged 10155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291307 members 
Mstep: Class 2 contains 170873 members 
Entering Unmasked Estep 
Score: -56522376.000000 Penalty: 6469.680176
	Iteration 63Q: 3 clusters Score -5.652238e+07 nChanged 11093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280302 members 
Mstep: Class 2 contains 181878 members 
Entering Unmasked Estep 
Score: -56524280.000000 Penalty: 6469.680176
	Iteration 64Q: 3 clusters Score -5.652428e+07 nChanged 12928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267374 members 
Mstep: Class 2 contains 194806 members 
Entering Unmasked Estep 
Score: -56526832.000000 Penalty: 6469.680176
	Iteration 65Q: 3 clusters Score -5.652683e+07 nChanged 14763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252611 members 
Mstep: Class 2 contains 209569 members 
Entering Unmasked Estep 
Score: -56529320.000000 Penalty: 6469.680176
	Iteration 66Q: 3 clusters Score -5.652932e+07 nChanged 15875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236736 members 
Mstep: Class 2 contains 225444 members 
Entering Unmasked Estep 
Score: -56530952.000000 Penalty: 6469.680176
	Iteration 67Q: 3 clusters Score -5.653095e+07 nChanged 16564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220172 members 
Mstep: Class 2 contains 242008 members 
Entering Unmasked Estep 
Score: -56532716.000000 Penalty: 6469.680176
	Iteration 68Q: 3 clusters Score -5.653272e+07 nChanged 16000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204176 members 
Mstep: Class 2 contains 258004 members 
Entering Unmasked Estep 
Score: -56534012.000000 Penalty: 6469.680176
	Iteration 69Q: 3 clusters Score -5.653401e+07 nChanged 14889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189445 members 
Mstep: Class 2 contains 272735 members 
Entering Unmasked Estep 
Score: -56534812.000000 Penalty: 6469.680176
	Iteration 70Q: 3 clusters Score -5.653481e+07 nChanged 13855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176438 members 
Mstep: Class 2 contains 285742 members 
Entering Unmasked Estep 
Score: -56534776.000000 Penalty: 6469.680176
	Iteration 71Q: 3 clusters Score -5.653478e+07 nChanged 12704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165856 members 
Mstep: Class 2 contains 296324 members 
Entering Unmasked Estep 
Score: -56533768.000000 Penalty: 6469.680176
	Iteration 72Q: 3 clusters Score -5.653377e+07 nChanged 11411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157825 members 
Mstep: Class 2 contains 304355 members 
Entering Unmasked Estep 
Score: -56531404.000000 Penalty: 6469.680176
	Iteration 73Q: 3 clusters Score -5.65314e+07 nChanged 8682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152181 members 
Mstep: Class 2 contains 309999 members 
Entering Unmasked Estep 
Score: -56529468.000000 Penalty: 6469.680176
	Iteration 74Q: 3 clusters Score -5.652947e+07 nChanged 5983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148550 members 
Mstep: Class 2 contains 313630 members 
Entering Unmasked Estep 
Score: -56527736.000000 Penalty: 6469.680176
	Iteration 75Q: 3 clusters Score -5.652774e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146437 members 
Mstep: Class 2 contains 315743 members 
Entering Unmasked Estep 
Score: -56526332.000000 Penalty: 6469.680176
	Iteration 76Q: 3 clusters Score -5.652633e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145385 members 
Mstep: Class 2 contains 316795 members 
Entering Unmasked Estep 
Score: -56525448.000000 Penalty: 6469.680176
	Iteration 77Q: 3 clusters Score -5.652545e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144971 members 
Mstep: Class 2 contains 317209 members 
Entering Unmasked Estep 
Score: -56524944.000000 Penalty: 6469.680176
	Iteration 78Q: 3 clusters Score -5.652494e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144968 members 
Mstep: Class 2 contains 317212 members 
Entering Unmasked Estep 
Score: -56524592.000000 Penalty: 6469.680176
	Iteration 79Q: 3 clusters Score -5.652459e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145221 members 
Mstep: Class 2 contains 316959 members 
Entering Unmasked Estep 
Score: -56528368.000000 Penalty: 6469.680176
	Iteration 80F: 3 clusters Score -5.652837e+07 nChanged 6279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140210 members 
Mstep: Class 2 contains 321970 members 
Entering Unmasked Estep 
Score: -56528216.000000 Penalty: 6469.680176
	Iteration 81Q: 3 clusters Score -5.652822e+07 nChanged 6894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136628 members 
Mstep: Class 2 contains 325552 members 
Entering Unmasked Estep 
Score: -56527116.000000 Penalty: 6469.680176
	Iteration 82Q: 3 clusters Score -5.652712e+07 nChanged 6106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133974 members 
Mstep: Class 2 contains 328206 members 
Entering Unmasked Estep 
Score: -56525744.000000 Penalty: 6469.680176
	Iteration 83Q: 3 clusters Score -5.652574e+07 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132355 members 
Mstep: Class 2 contains 329825 members 
Entering Unmasked Estep 
Score: -56524252.000000 Penalty: 6469.680176
	Iteration 84Q: 3 clusters Score -5.652425e+07 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131563 members 
Mstep: Class 2 contains 330617 members 
Entering Unmasked Estep 
Score: -56522768.000000 Penalty: 6469.680176
	Iteration 85Q: 3 clusters Score -5.652277e+07 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131535 members 
Mstep: Class 2 contains 330645 members 
Entering Unmasked Estep 
Score: -56521712.000000 Penalty: 6469.680176
	Iteration 86Q: 3 clusters Score -5.652171e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132419 members 
Mstep: Class 2 contains 329761 members 
Entering Unmasked Estep 
Score: -56520612.000000 Penalty: 6469.680176
	Iteration 87Q: 3 clusters Score -5.652061e+07 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133998 members 
Mstep: Class 2 contains 328182 members 
Entering Unmasked Estep 
Score: -56519672.000000 Penalty: 6469.680176
	Iteration 88Q: 3 clusters Score -5.651967e+07 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136307 members 
Mstep: Class 2 contains 325873 members 
Entering Unmasked Estep 
Score: -56518980.000000 Penalty: 6469.680176
	Iteration 89Q: 3 clusters Score -5.651898e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139389 members 
Mstep: Class 2 contains 322791 members 
Entering Unmasked Estep 
Score: -56518348.000000 Penalty: 6469.680176
	Iteration 90Q: 3 clusters Score -5.651835e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143316 members 
Mstep: Class 2 contains 318864 members 
Entering Unmasked Estep 
Score: -56517912.000000 Penalty: 6469.680176
	Iteration 91Q: 3 clusters Score -5.651791e+07 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148078 members 
Mstep: Class 2 contains 314102 members 
Entering Unmasked Estep 
Score: -56517852.000000 Penalty: 6469.680176
	Iteration 92Q: 3 clusters Score -5.651785e+07 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153676 members 
Mstep: Class 2 contains 308504 members 
Entering Unmasked Estep 
Score: -56517524.000000 Penalty: 6469.680176
	Iteration 93Q: 3 clusters Score -5.651752e+07 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160252 members 
Mstep: Class 2 contains 301928 members 
Entering Unmasked Estep 
Score: -56517784.000000 Penalty: 6469.680176
	Iteration 94Q: 3 clusters Score -5.651778e+07 nChanged 7777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168017 members 
Mstep: Class 2 contains 294163 members 
Entering Unmasked Estep 
Score: -56518328.000000 Penalty: 6469.680176
	Iteration 95Q: 3 clusters Score -5.651833e+07 nChanged 8883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176896 members 
Mstep: Class 2 contains 285284 members 
Entering Unmasked Estep 
Score: -56519248.000000 Penalty: 6469.680176
	Iteration 96Q: 3 clusters Score -5.651925e+07 nChanged 11645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188541 members 
Mstep: Class 2 contains 273639 members 
Entering Unmasked Estep 
Score: -56520212.000000 Penalty: 6469.680176
	Iteration 97Q: 3 clusters Score -5.652021e+07 nChanged 14933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203474 members 
Mstep: Class 2 contains 258706 members 
Entering Unmasked Estep 
Score: -56521716.000000 Penalty: 6469.680176
	Iteration 98Q: 3 clusters Score -5.652172e+07 nChanged 17801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221275 members 
Mstep: Class 2 contains 240905 members 
Entering Unmasked Estep 
Score: -56523280.000000 Penalty: 6469.680176
	Iteration 99Q: 3 clusters Score -5.652328e+07 nChanged 19695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240970 members 
Mstep: Class 2 contains 221210 members 
Entering Unmasked Estep 
Score: -56524804.000000 Penalty: 6469.680176
	Iteration 100F: 3 clusters Score -5.65248e+07 nChanged 20279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261241 members 
Mstep: Class 2 contains 200939 members 
Entering Unmasked Estep 
Score: -56525964.000000 Penalty: 6469.680176
	Iteration 101Q: 3 clusters Score -5.652596e+07 nChanged 18130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279253 members 
Mstep: Class 2 contains 182927 members 
Entering Unmasked Estep 
Score: -56526296.000000 Penalty: 6469.680176
	Iteration 102Q: 3 clusters Score -5.65263e+07 nChanged 15133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292808 members 
Mstep: Class 2 contains 169372 members 
Entering Unmasked Estep 
Score: -56525896.000000 Penalty: 6469.680176
	Iteration 103Q: 3 clusters Score -5.65259e+07 nChanged 13685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301475 members 
Mstep: Class 2 contains 160705 members 
Entering Unmasked Estep 
Score: -56525212.000000 Penalty: 6469.680176
	Iteration 104Q: 3 clusters Score -5.652521e+07 nChanged 12348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307199 members 
Mstep: Class 2 contains 154981 members 
Entering Unmasked Estep 
Score: -56524372.000000 Penalty: 6469.680176
	Iteration 105Q: 3 clusters Score -5.652437e+07 nChanged 10899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310330 members 
Mstep: Class 2 contains 151850 members 
Entering Unmasked Estep 
Score: -56523504.000000 Penalty: 6469.680176
	Iteration 106Q: 3 clusters Score -5.65235e+07 nChanged 9806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311028 members 
Mstep: Class 2 contains 151152 members 
Entering Unmasked Estep 
Score: -56522712.000000 Penalty: 6469.680176
	Iteration 107Q: 3 clusters Score -5.652271e+07 nChanged 8746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309552 members 
Mstep: Class 2 contains 152628 members 
Entering Unmasked Estep 
Score: -56521892.000000 Penalty: 6469.680176
	Iteration 108Q: 3 clusters Score -5.652189e+07 nChanged 8210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306222 members 
Mstep: Class 2 contains 155958 members 
Entering Unmasked Estep 
Score: -56521848.000000 Penalty: 6469.680176
	Iteration 109Q: 3 clusters Score -5.652185e+07 nChanged 8201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301233 members 
Mstep: Class 2 contains 160947 members 
Entering Unmasked Estep 
Score: -56522088.000000 Penalty: 6469.680176
	Iteration 110Q: 3 clusters Score -5.652209e+07 nChanged 8458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294637 members 
Mstep: Class 2 contains 167543 members 
Entering Unmasked Estep 
Score: -56523200.000000 Penalty: 6469.680176
	Iteration 111Q: 3 clusters Score -5.65232e+07 nChanged 8985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286646 members 
Mstep: Class 2 contains 175534 members 
Entering Unmasked Estep 
Score: -56524384.000000 Penalty: 6469.680176
	Iteration 112Q: 3 clusters Score -5.652438e+07 nChanged 9489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277285 members 
Mstep: Class 2 contains 184895 members 
Entering Unmasked Estep 
Score: -56525688.000000 Penalty: 6469.680176
	Iteration 113Q: 3 clusters Score -5.652569e+07 nChanged 10504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266791 members 
Mstep: Class 2 contains 195389 members 
Entering Unmasked Estep 
Score: -56527660.000000 Penalty: 6469.680176
	Iteration 114Q: 3 clusters Score -5.652766e+07 nChanged 11543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255250 members 
Mstep: Class 2 contains 206930 members 
Entering Unmasked Estep 
Score: -56529244.000000 Penalty: 6469.680176
	Iteration 115Q: 3 clusters Score -5.652924e+07 nChanged 11784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243466 members 
Mstep: Class 2 contains 218714 members 
Entering Unmasked Estep 
Score: -56530536.000000 Penalty: 6469.680176
	Iteration 116Q: 3 clusters Score -5.653054e+07 nChanged 11887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231579 members 
Mstep: Class 2 contains 230601 members 
Entering Unmasked Estep 
Score: -56531412.000000 Penalty: 6469.680176
	Iteration 117Q: 3 clusters Score -5.653141e+07 nChanged 11986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219595 members 
Mstep: Class 2 contains 242585 members 
Entering Unmasked Estep 
Score: -56532592.000000 Penalty: 6469.680176
	Iteration 118Q: 3 clusters Score -5.653259e+07 nChanged 11459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208178 members 
Mstep: Class 2 contains 254002 members 
Entering Unmasked Estep 
Score: -56533460.000000 Penalty: 6469.680176
	Iteration 119Q: 3 clusters Score -5.653346e+07 nChanged 10690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197744 members 
Mstep: Class 2 contains 264436 members 
Entering Unmasked Estep 
Score: -56534348.000000 Penalty: 6469.680176
	Iteration 120F: 3 clusters Score -5.653435e+07 nChanged 9861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188667 members 
Mstep: Class 2 contains 273513 members 
Entering Unmasked Estep 
Score: -56534432.000000 Penalty: 6469.680176
	Iteration 121Q: 3 clusters Score -5.653443e+07 nChanged 9089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180666 members 
Mstep: Class 2 contains 281514 members 
Entering Unmasked Estep 
Score: -56534220.000000 Penalty: 6469.680176
	Iteration 122Q: 3 clusters Score -5.653422e+07 nChanged 8413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174357 members 
Mstep: Class 2 contains 287823 members 
Entering Unmasked Estep 
Score: -56533500.000000 Penalty: 6469.680176
	Iteration 123Q: 3 clusters Score -5.65335e+07 nChanged 8090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169431 members 
Mstep: Class 2 contains 292749 members 
Entering Unmasked Estep 
Score: -56532832.000000 Penalty: 6469.680176
	Iteration 124Q: 3 clusters Score -5.653283e+07 nChanged 7628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165721 members 
Mstep: Class 2 contains 296459 members 
Entering Unmasked Estep 
Score: -56531940.000000 Penalty: 6469.680176
	Iteration 125Q: 3 clusters Score -5.653194e+07 nChanged 6989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163130 members 
Mstep: Class 2 contains 299050 members 
Entering Unmasked Estep 
Score: -56530380.000000 Penalty: 6469.680176
	Iteration 126Q: 3 clusters Score -5.653038e+07 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161590 members 
Mstep: Class 2 contains 300590 members 
Entering Unmasked Estep 
Score: -56529084.000000 Penalty: 6469.680176
	Iteration 127Q: 3 clusters Score -5.652908e+07 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161195 members 
Mstep: Class 2 contains 300985 members 
Entering Unmasked Estep 
Score: -56527856.000000 Penalty: 6469.680176
	Iteration 128Q: 3 clusters Score -5.652786e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161825 members 
Mstep: Class 2 contains 300355 members 
Entering Unmasked Estep 
Score: -56526724.000000 Penalty: 6469.680176
	Iteration 129Q: 3 clusters Score -5.652672e+07 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163479 members 
Mstep: Class 2 contains 298701 members 
Entering Unmasked Estep 
Score: -56525688.000000 Penalty: 6469.680176
	Iteration 130Q: 3 clusters Score -5.652569e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166259 members 
Mstep: Class 2 contains 295921 members 
Entering Unmasked Estep 
Score: -56525012.000000 Penalty: 6469.680176
	Iteration 131Q: 3 clusters Score -5.652501e+07 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169963 members 
Mstep: Class 2 contains 292217 members 
Entering Unmasked Estep 
Score: -56524472.000000 Penalty: 6469.680176
	Iteration 132Q: 3 clusters Score -5.652447e+07 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175024 members 
Mstep: Class 2 contains 287156 members 
Entering Unmasked Estep 
Score: -56524056.000000 Penalty: 6469.680176
	Iteration 133Q: 3 clusters Score -5.652406e+07 nChanged 6725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181715 members 
Mstep: Class 2 contains 280465 members 
Entering Unmasked Estep 
Score: -56523908.000000 Penalty: 6469.680176
	Iteration 134Q: 3 clusters Score -5.652391e+07 nChanged 8424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190137 members 
Mstep: Class 2 contains 272043 members 
Entering Unmasked Estep 
Score: -56524448.000000 Penalty: 6469.680176
	Iteration 135Q: 3 clusters Score -5.652445e+07 nChanged 10103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200240 members 
Mstep: Class 2 contains 261940 members 
Entering Unmasked Estep 
Score: -56524852.000000 Penalty: 6469.680176
	Iteration 136Q: 3 clusters Score -5.652485e+07 nChanged 11820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212060 members 
Mstep: Class 2 contains 250120 members 
Entering Unmasked Estep 
Score: -56525740.000000 Penalty: 6469.680176
	Iteration 137Q: 3 clusters Score -5.652574e+07 nChanged 12697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224757 members 
Mstep: Class 2 contains 237423 members 
Entering Unmasked Estep 
Score: -56526344.000000 Penalty: 6469.680176
	Iteration 138Q: 3 clusters Score -5.652634e+07 nChanged 12943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237698 members 
Mstep: Class 2 contains 224482 members 
Entering Unmasked Estep 
Score: -56526776.000000 Penalty: 6469.680176
	Iteration 139Q: 3 clusters Score -5.652678e+07 nChanged 12736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250380 members 
Mstep: Class 2 contains 211800 members 
Entering Unmasked Estep 
Score: -56527568.000000 Penalty: 6469.680176
	Iteration 140F: 3 clusters Score -5.652757e+07 nChanged 11597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261577 members 
Mstep: Class 2 contains 200603 members 
Entering Unmasked Estep 
Score: -56527972.000000 Penalty: 6469.680176
	Iteration 141Q: 3 clusters Score -5.652797e+07 nChanged 10004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270481 members 
Mstep: Class 2 contains 191699 members 
Entering Unmasked Estep 
Score: -56527352.000000 Penalty: 6469.680176
	Iteration 142Q: 3 clusters Score -5.652735e+07 nChanged 8748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276775 members 
Mstep: Class 2 contains 185405 members 
Entering Unmasked Estep 
Score: -56526808.000000 Penalty: 6469.680176
	Iteration 143Q: 3 clusters Score -5.652681e+07 nChanged 8036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280625 members 
Mstep: Class 2 contains 181555 members 
Entering Unmasked Estep 
Score: -56526276.000000 Penalty: 6469.680176
	Iteration 144Q: 3 clusters Score -5.652628e+07 nChanged 7566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282149 members 
Mstep: Class 2 contains 180031 members 
Entering Unmasked Estep 
Score: -56525764.000000 Penalty: 6469.680176
	Iteration 145Q: 3 clusters Score -5.652576e+07 nChanged 6856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281601 members 
Mstep: Class 2 contains 180579 members 
Entering Unmasked Estep 
Score: -56525664.000000 Penalty: 6469.680176
	Iteration 146Q: 3 clusters Score -5.652566e+07 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279436 members 
Mstep: Class 2 contains 182744 members 
Entering Unmasked Estep 
Score: -56525788.000000 Penalty: 6469.680176
	Iteration 147Q: 3 clusters Score -5.652579e+07 nChanged 6252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275922 members 
Mstep: Class 2 contains 186258 members 
Entering Unmasked Estep 
Score: -56526072.000000 Penalty: 6469.680176
	Iteration 148Q: 3 clusters Score -5.652607e+07 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271390 members 
Mstep: Class 2 contains 190790 members 
Entering Unmasked Estep 
Score: -56526280.000000 Penalty: 6469.680176
	Iteration 149Q: 3 clusters Score -5.652628e+07 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265747 members 
Mstep: Class 2 contains 196433 members 
Entering Unmasked Estep 
Score: -56526732.000000 Penalty: 6469.680176
	Iteration 150Q: 3 clusters Score -5.652673e+07 nChanged 6502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259305 members 
Mstep: Class 2 contains 202875 members 
Entering Unmasked Estep 
Score: -56527560.000000 Penalty: 6469.680176
	Iteration 151Q: 3 clusters Score -5.652756e+07 nChanged 7003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252304 members 
Mstep: Class 2 contains 209876 members 
Entering Unmasked Estep 
Score: -56528168.000000 Penalty: 6469.680176
	Iteration 152Q: 3 clusters Score -5.652817e+07 nChanged 7545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244759 members 
Mstep: Class 2 contains 217421 members 
Entering Unmasked Estep 
Score: -56528712.000000 Penalty: 6469.680176
	Iteration 153Q: 3 clusters Score -5.652871e+07 nChanged 7848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236911 members 
Mstep: Class 2 contains 225269 members 
Entering Unmasked Estep 
Score: -56529556.000000 Penalty: 6469.680176
	Iteration 154Q: 3 clusters Score -5.652956e+07 nChanged 8123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228788 members 
Mstep: Class 2 contains 233392 members 
Entering Unmasked Estep 
Score: -56530044.000000 Penalty: 6469.680176
	Iteration 155Q: 3 clusters Score -5.653004e+07 nChanged 8240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220548 members 
Mstep: Class 2 contains 241632 members 
Entering Unmasked Estep 
Score: -56530776.000000 Penalty: 6469.680176
	Iteration 156Q: 3 clusters Score -5.653078e+07 nChanged 7811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212739 members 
Mstep: Class 2 contains 249441 members 
Entering Unmasked Estep 
Score: -56531560.000000 Penalty: 6469.680176
	Iteration 157Q: 3 clusters Score -5.653156e+07 nChanged 7308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205477 members 
Mstep: Class 2 contains 256703 members 
Entering Unmasked Estep 
Score: -56532004.000000 Penalty: 6469.680176
	Iteration 158Q: 3 clusters Score -5.6532e+07 nChanged 6781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198964 members 
Mstep: Class 2 contains 263216 members 
Entering Unmasked Estep 
Score: -56532264.000000 Penalty: 6469.680176
	Iteration 159Q: 3 clusters Score -5.653226e+07 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193537 members 
Mstep: Class 2 contains 268643 members 
Entering Unmasked Estep 
Score: -56532488.000000 Penalty: 6469.680176
	Iteration 160F: 3 clusters Score -5.653249e+07 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188993 members 
Mstep: Class 2 contains 273187 members 
Entering Unmasked Estep 
Score: -56532344.000000 Penalty: 6469.680176
	Iteration 161Q: 3 clusters Score -5.653234e+07 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185382 members 
Mstep: Class 2 contains 276798 members 
Entering Unmasked Estep 
Score: -56532120.000000 Penalty: 6469.680176
	Iteration 162Q: 3 clusters Score -5.653212e+07 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182816 members 
Mstep: Class 2 contains 279364 members 
Entering Unmasked Estep 
Score: -56531416.000000 Penalty: 6469.680176
	Iteration 163Q: 3 clusters Score -5.653142e+07 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181185 members 
Mstep: Class 2 contains 280995 members 
Entering Unmasked Estep 
Score: -56531080.000000 Penalty: 6469.680176
	Iteration 164Q: 3 clusters Score -5.653108e+07 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180467 members 
Mstep: Class 2 contains 281713 members 
Entering Unmasked Estep 
Score: -56530328.000000 Penalty: 6469.680176
	Iteration 165Q: 3 clusters Score -5.653033e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180647 members 
Mstep: Class 2 contains 281533 members 
Entering Unmasked Estep 
Score: -56529920.000000 Penalty: 6469.680176
	Iteration 166Q: 3 clusters Score -5.652992e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181570 members 
Mstep: Class 2 contains 280610 members 
Entering Unmasked Estep 
Score: -56529124.000000 Penalty: 6469.680176
	Iteration 167Q: 3 clusters Score -5.652912e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183312 members 
Mstep: Class 2 contains 278868 members 
Entering Unmasked Estep 
Score: -56528400.000000 Penalty: 6469.680176
	Iteration 168Q: 3 clusters Score -5.65284e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185842 members 
Mstep: Class 2 contains 276338 members 
Entering Unmasked Estep 
Score: -56527832.000000 Penalty: 6469.680176
	Iteration 169Q: 3 clusters Score -5.652783e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189068 members 
Mstep: Class 2 contains 273112 members 
Entering Unmasked Estep 
Score: -56527824.000000 Penalty: 6469.680176
	Iteration 170Q: 3 clusters Score -5.652782e+07 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192895 members 
Mstep: Class 2 contains 269285 members 
Entering Unmasked Estep 
Score: -56527712.000000 Penalty: 6469.680176
	Iteration 171Q: 3 clusters Score -5.652771e+07 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197511 members 
Mstep: Class 2 contains 264669 members 
Entering Unmasked Estep 
Score: -56527528.000000 Penalty: 6469.680176
	Iteration 172Q: 3 clusters Score -5.652753e+07 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202808 members 
Mstep: Class 2 contains 259372 members 
Entering Unmasked Estep 
Score: -56527496.000000 Penalty: 6469.680176
	Iteration 173Q: 3 clusters Score -5.65275e+07 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208393 members 
Mstep: Class 2 contains 253787 members 
Entering Unmasked Estep 
Score: -56527272.000000 Penalty: 6469.680176
	Iteration 174Q: 3 clusters Score -5.652727e+07 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214175 members 
Mstep: Class 2 contains 248005 members 
Entering Unmasked Estep 
Score: -56527032.000000 Penalty: 6469.680176
	Iteration 175Q: 3 clusters Score -5.652703e+07 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220114 members 
Mstep: Class 2 contains 242066 members 
Entering Unmasked Estep 
Score: -56527340.000000 Penalty: 6469.680176
	Iteration 176Q: 3 clusters Score -5.652734e+07 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225854 members 
Mstep: Class 2 contains 236326 members 
Entering Unmasked Estep 
Score: -56527596.000000 Penalty: 6469.680176
	Iteration 177Q: 3 clusters Score -5.65276e+07 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231284 members 
Mstep: Class 2 contains 230896 members 
Entering Unmasked Estep 
Score: -56527388.000000 Penalty: 6469.680176
	Iteration 178Q: 3 clusters Score -5.652739e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236080 members 
Mstep: Class 2 contains 226100 members 
Entering Unmasked Estep 
Score: -56527220.000000 Penalty: 6469.680176
	Iteration 179Q: 3 clusters Score -5.652722e+07 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240311 members 
Mstep: Class 2 contains 221869 members 
Entering Unmasked Estep 
Score: -56527132.000000 Penalty: 6469.680176
	Iteration 180F: 3 clusters Score -5.652713e+07 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243684 members 
Mstep: Class 2 contains 218496 members 
Entering Unmasked Estep 
Score: -56526820.000000 Penalty: 6469.680176
	Iteration 181Q: 3 clusters Score -5.652682e+07 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246132 members 
Mstep: Class 2 contains 216048 members 
Entering Unmasked Estep 
Score: -56526516.000000 Penalty: 6469.680176
	Iteration 182Q: 3 clusters Score -5.652652e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247656 members 
Mstep: Class 2 contains 214524 members 
Entering Unmasked Estep 
Score: -56526556.000000 Penalty: 6469.680176
	Iteration 183Q: 3 clusters Score -5.652656e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248265 members 
Mstep: Class 2 contains 213915 members 
Entering Unmasked Estep 
Score: -56526480.000000 Penalty: 6469.680176
	Iteration 184Q: 3 clusters Score -5.652648e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248044 members 
Mstep: Class 2 contains 214136 members 
Entering Unmasked Estep 
Score: -56526516.000000 Penalty: 6469.680176
	Iteration 185Q: 3 clusters Score -5.652652e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247167 members 
Mstep: Class 2 contains 215013 members 
Entering Unmasked Estep 
Score: -56526564.000000 Penalty: 6469.680176
	Iteration 186Q: 3 clusters Score -5.652656e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245654 members 
Mstep: Class 2 contains 216526 members 
Entering Unmasked Estep 
Score: -56526576.000000 Penalty: 6469.680176
	Iteration 187Q: 3 clusters Score -5.652658e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243596 members 
Mstep: Class 2 contains 218584 members 
Entering Unmasked Estep 
Score: -56526676.000000 Penalty: 6469.680176
	Iteration 188Q: 3 clusters Score -5.652668e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240988 members 
Mstep: Class 2 contains 221192 members 
Entering Unmasked Estep 
Score: -56526508.000000 Penalty: 6469.680176
	Iteration 189Q: 3 clusters Score -5.652651e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237892 members 
Mstep: Class 2 contains 224288 members 
Entering Unmasked Estep 
Score: -56526676.000000 Penalty: 6469.680176
	Iteration 190Q: 3 clusters Score -5.652668e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234446 members 
Mstep: Class 2 contains 227734 members 
Entering Unmasked Estep 
Score: -56527184.000000 Penalty: 6469.680176
	Iteration 191Q: 3 clusters Score -5.652718e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230754 members 
Mstep: Class 2 contains 231426 members 
Entering Unmasked Estep 
Score: -56527700.000000 Penalty: 6469.680176
	Iteration 192Q: 3 clusters Score -5.65277e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226823 members 
Mstep: Class 2 contains 235357 members 
Entering Unmasked Estep 
Score: -56527868.000000 Penalty: 6469.680176
	Iteration 193Q: 3 clusters Score -5.652787e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222953 members 
Mstep: Class 2 contains 239227 members 
Entering Unmasked Estep 
Score: -56528152.000000 Penalty: 6469.680176
	Iteration 194Q: 3 clusters Score -5.652815e+07 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219114 members 
Mstep: Class 2 contains 243066 members 
Entering Unmasked Estep 
Score: -56528476.000000 Penalty: 6469.680176
	Iteration 195Q: 3 clusters Score -5.652848e+07 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215498 members 
Mstep: Class 2 contains 246682 members 
Entering Unmasked Estep 
Score: -56528572.000000 Penalty: 6469.680176
	Iteration 196Q: 3 clusters Score -5.652857e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212097 members 
Mstep: Class 2 contains 250083 members 
Entering Unmasked Estep 
Score: -56528820.000000 Penalty: 6469.680176
	Iteration 197Q: 3 clusters Score -5.652882e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209124 members 
Mstep: Class 2 contains 253056 members 
Entering Unmasked Estep 
Score: -56528924.000000 Penalty: 6469.680176
	Iteration 198Q: 3 clusters Score -5.652892e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206418 members 
Mstep: Class 2 contains 255762 members 
Entering Unmasked Estep 
Score: -56528920.000000 Penalty: 6469.680176
	Iteration 199Q: 3 clusters Score -5.652892e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204085 members 
Mstep: Class 2 contains 258095 members 
Entering Unmasked Estep 
Score: -56528992.000000 Penalty: 6469.680176
	Iteration 200F: 3 clusters Score -5.652899e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202259 members 
Mstep: Class 2 contains 259921 members 
Entering Unmasked Estep 
Score: -56528752.000000 Penalty: 6469.680176
	Iteration 201Q: 3 clusters Score -5.652875e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200876 members 
Mstep: Class 2 contains 261304 members 
Entering Unmasked Estep 
Score: -56528676.000000 Penalty: 6469.680176
	Iteration 202Q: 3 clusters Score -5.652868e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199964 members 
Mstep: Class 2 contains 262216 members 
Entering Unmasked Estep 
Score: -56528460.000000 Penalty: 6469.680176
	Iteration 203Q: 3 clusters Score -5.652846e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199502 members 
Mstep: Class 2 contains 262678 members 
Entering Unmasked Estep 
Score: -56528336.000000 Penalty: 6469.680176
	Iteration 204Q: 3 clusters Score -5.652834e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199440 members 
Mstep: Class 2 contains 262740 members 
Entering Unmasked Estep 
Score: -56528144.000000 Penalty: 6469.680176
	Iteration 205Q: 3 clusters Score -5.652814e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199758 members 
Mstep: Class 2 contains 262422 members 
Entering Unmasked Estep 
Score: -56528076.000000 Penalty: 6469.680176
	Iteration 206Q: 3 clusters Score -5.652808e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200469 members 
Mstep: Class 2 contains 261711 members 
Entering Unmasked Estep 
Score: -56527820.000000 Penalty: 6469.680176
	Iteration 207Q: 3 clusters Score -5.652782e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201458 members 
Mstep: Class 2 contains 260722 members 
Entering Unmasked Estep 
Score: -56527572.000000 Penalty: 6469.680176
	Iteration 208Q: 3 clusters Score -5.652757e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202694 members 
Mstep: Class 2 contains 259486 members 
Entering Unmasked Estep 
Score: -56527260.000000 Penalty: 6469.680176
	Iteration 209Q: 3 clusters Score -5.652726e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204134 members 
Mstep: Class 2 contains 258046 members 
Entering Unmasked Estep 
Score: -56527248.000000 Penalty: 6469.680176
	Iteration 210Q: 3 clusters Score -5.652725e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205753 members 
Mstep: Class 2 contains 256427 members 
Entering Unmasked Estep 
Score: -56527064.000000 Penalty: 6469.680176
	Iteration 211Q: 3 clusters Score -5.652706e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207465 members 
Mstep: Class 2 contains 254715 members 
Entering Unmasked Estep 
Score: -56527112.000000 Penalty: 6469.680176
	Iteration 212Q: 3 clusters Score -5.652711e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209318 members 
Mstep: Class 2 contains 252862 members 
Entering Unmasked Estep 
Score: -56527024.000000 Penalty: 6469.680176
	Iteration 213Q: 3 clusters Score -5.652702e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211362 members 
Mstep: Class 2 contains 250818 members 
Entering Unmasked Estep 
Score: -56526888.000000 Penalty: 6469.680176
	Iteration 214Q: 3 clusters Score -5.652689e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213353 members 
Mstep: Class 2 contains 248827 members 
Entering Unmasked Estep 
Score: -56526828.000000 Penalty: 6469.680176
	Iteration 215Q: 3 clusters Score -5.652683e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215285 members 
Mstep: Class 2 contains 246895 members 
Entering Unmasked Estep 
Score: -56526936.000000 Penalty: 6469.680176
	Iteration 216Q: 3 clusters Score -5.652694e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217179 members 
Mstep: Class 2 contains 245001 members 
Entering Unmasked Estep 
Score: -56526804.000000 Penalty: 6469.680176
	Iteration 217Q: 3 clusters Score -5.65268e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218879 members 
Mstep: Class 2 contains 243301 members 
Entering Unmasked Estep 
Score: -56526616.000000 Penalty: 6469.680176
	Iteration 218Q: 3 clusters Score -5.652662e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220480 members 
Mstep: Class 2 contains 241700 members 
Entering Unmasked Estep 
Score: -56526548.000000 Penalty: 6469.680176
	Iteration 219Q: 3 clusters Score -5.652655e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221902 members 
Mstep: Class 2 contains 240278 members 
Entering Unmasked Estep 
Score: -56526496.000000 Penalty: 6469.680176
	Iteration 220F: 3 clusters Score -5.65265e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223111 members 
Mstep: Class 2 contains 239069 members 
Entering Unmasked Estep 
Score: -56526488.000000 Penalty: 6469.680176
	Iteration 221Q: 3 clusters Score -5.652649e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224108 members 
Mstep: Class 2 contains 238072 members 
Entering Unmasked Estep 
Score: -56526508.000000 Penalty: 6469.680176
	Iteration 222Q: 3 clusters Score -5.652651e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224879 members 
Mstep: Class 2 contains 237301 members 
Entering Unmasked Estep 
Score: -56526476.000000 Penalty: 6469.680176
	Iteration 223Q: 3 clusters Score -5.652648e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225395 members 
Mstep: Class 2 contains 236785 members 
Entering Unmasked Estep 
Score: -56526480.000000 Penalty: 6469.680176
	Iteration 224Q: 3 clusters Score -5.652648e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225639 members 
Mstep: Class 2 contains 236541 members 
Entering Unmasked Estep 
Score: -56526528.000000 Penalty: 6469.680176
	Iteration 225Q: 3 clusters Score -5.652653e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225678 members 
Mstep: Class 2 contains 236502 members 
Entering Unmasked Estep 
Score: -56526480.000000 Penalty: 6469.680176
	Iteration 226Q: 3 clusters Score -5.652648e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225494 members 
Mstep: Class 2 contains 236686 members 
Entering Unmasked Estep 
Score: -56526512.000000 Penalty: 6469.680176
	Iteration 227Q: 3 clusters Score -5.652651e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225138 members 
Mstep: Class 2 contains 237042 members 
Entering Unmasked Estep 
Score: -56526508.000000 Penalty: 6469.680176
	Iteration 228Q: 3 clusters Score -5.652651e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224632 members 
Mstep: Class 2 contains 237548 members 
Entering Unmasked Estep 
Score: -56526592.000000 Penalty: 6469.680176
	Iteration 229Q: 3 clusters Score -5.652659e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223985 members 
Mstep: Class 2 contains 238195 members 
Entering Unmasked Estep 
Score: -56526596.000000 Penalty: 6469.680176
	Iteration 230Q: 3 clusters Score -5.65266e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223203 members 
Mstep: Class 2 contains 238977 members 
Entering Unmasked Estep 
Score: -56526440.000000 Penalty: 6469.680176
	Iteration 231Q: 3 clusters Score -5.652644e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222373 members 
Mstep: Class 2 contains 239807 members 
Entering Unmasked Estep 
Score: -56526548.000000 Penalty: 6469.680176
	Iteration 232Q: 3 clusters Score -5.652655e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221508 members 
Mstep: Class 2 contains 240672 members 
Entering Unmasked Estep 
Score: -56526508.000000 Penalty: 6469.680176
	Iteration 233Q: 3 clusters Score -5.652651e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220605 members 
Mstep: Class 2 contains 241575 members 
Entering Unmasked Estep 
Score: -56526596.000000 Penalty: 6469.680176
	Iteration 234Q: 3 clusters Score -5.65266e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219660 members 
Mstep: Class 2 contains 242520 members 
Entering Unmasked Estep 
Score: -56526720.000000 Penalty: 6469.680176
	Iteration 235Q: 3 clusters Score -5.652672e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218769 members 
Mstep: Class 2 contains 243411 members 
Entering Unmasked Estep 
Score: -56526768.000000 Penalty: 6469.680176
	Iteration 236Q: 3 clusters Score -5.652677e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217886 members 
Mstep: Class 2 contains 244294 members 
Entering Unmasked Estep 
Score: -56526884.000000 Penalty: 6469.680176
	Iteration 237Q: 3 clusters Score -5.652688e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216998 members 
Mstep: Class 2 contains 245182 members 
Entering Unmasked Estep 
Score: -56526936.000000 Penalty: 6469.680176
	Iteration 238Q: 3 clusters Score -5.652694e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216196 members 
Mstep: Class 2 contains 245984 members 
Entering Unmasked Estep 
Score: -56526992.000000 Penalty: 6469.680176
	Iteration 239Q: 3 clusters Score -5.652699e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215489 members 
Mstep: Class 2 contains 246691 members 
Entering Unmasked Estep 
Score: -56526960.000000 Penalty: 6469.680176
	Iteration 240F: 3 clusters Score -5.652696e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214799 members 
Mstep: Class 2 contains 247381 members 
Entering Unmasked Estep 
Score: -56527016.000000 Penalty: 6469.680176
	Iteration 241Q: 3 clusters Score -5.652702e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214190 members 
Mstep: Class 2 contains 247990 members 
Entering Unmasked Estep 
Score: -56527004.000000 Penalty: 6469.680176
	Iteration 242Q: 3 clusters Score -5.6527e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213635 members 
Mstep: Class 2 contains 248545 members 
Entering Unmasked Estep 
Score: -56526908.000000 Penalty: 6469.680176
	Iteration 243Q: 3 clusters Score -5.652691e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213188 members 
Mstep: Class 2 contains 248992 members 
Entering Unmasked Estep 
Score: -56526852.000000 Penalty: 6469.680176
	Iteration 244Q: 3 clusters Score -5.652685e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212835 members 
Mstep: Class 2 contains 249345 members 
Entering Unmasked Estep 
Score: -56526908.000000 Penalty: 6469.680176
	Iteration 245Q: 3 clusters Score -5.652691e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212561 members 
Mstep: Class 2 contains 249619 members 
Entering Unmasked Estep 
Score: -56526976.000000 Penalty: 6469.680176
	Iteration 246Q: 3 clusters Score -5.652698e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212345 members 
Mstep: Class 2 contains 249835 members 
Entering Unmasked Estep 
Score: -56527012.000000 Penalty: 6469.680176
	Iteration 247Q: 3 clusters Score -5.652701e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212187 members 
Mstep: Class 2 contains 249993 members 
Entering Unmasked Estep 
Score: -56527092.000000 Penalty: 6469.680176
	Iteration 248Q: 3 clusters Score -5.652709e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212126 members 
Mstep: Class 2 contains 250054 members 
Entering Unmasked Estep 
Score: -56527072.000000 Penalty: 6469.680176
	Iteration 249Q: 3 clusters Score -5.652707e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212127 members 
Mstep: Class 2 contains 250053 members 
Entering Unmasked Estep 
Score: -56526992.000000 Penalty: 6469.680176
	Iteration 250Q: 3 clusters Score -5.652699e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212213 members 
Mstep: Class 2 contains 249967 members 
Entering Unmasked Estep 
Score: -56527052.000000 Penalty: 6469.680176
	Iteration 251Q: 3 clusters Score -5.652705e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212337 members 
Mstep: Class 2 contains 249843 members 
Entering Unmasked Estep 
Score: -56527012.000000 Penalty: 6469.680176
	Iteration 252Q: 3 clusters Score -5.652701e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212489 members 
Mstep: Class 2 contains 249691 members 
Entering Unmasked Estep 
Score: -56526944.000000 Penalty: 6469.680176
	Iteration 253Q: 3 clusters Score -5.652694e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212681 members 
Mstep: Class 2 contains 249499 members 
Entering Unmasked Estep 
Score: -56526892.000000 Penalty: 6469.680176
	Iteration 254Q: 3 clusters Score -5.652689e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212890 members 
Mstep: Class 2 contains 249290 members 
Entering Unmasked Estep 
Score: -56526820.000000 Penalty: 6469.680176
	Iteration 255Q: 3 clusters Score -5.652682e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213117 members 
Mstep: Class 2 contains 249063 members 
Entering Unmasked Estep 
Score: -56526728.000000 Penalty: 6469.680176
	Iteration 256Q: 3 clusters Score -5.652673e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213318 members 
Mstep: Class 2 contains 248862 members 
Entering Unmasked Estep 
Score: -56526692.000000 Penalty: 6469.680176
	Iteration 257Q: 3 clusters Score -5.652669e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213519 members 
Mstep: Class 2 contains 248661 members 
Entering Unmasked Estep 
Score: -56526740.000000 Penalty: 6469.680176
	Iteration 258Q: 3 clusters Score -5.652674e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213701 members 
Mstep: Class 2 contains 248479 members 
Entering Unmasked Estep 
Score: -56526624.000000 Penalty: 6469.680176
	Iteration 259Q: 3 clusters Score -5.652662e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213889 members 
Mstep: Class 2 contains 248291 members 
Entering Unmasked Estep 
Score: -56526648.000000 Penalty: 6469.680176
	Iteration 260F: 3 clusters Score -5.652665e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214068 members 
Mstep: Class 2 contains 248112 members 
Entering Unmasked Estep 
Score: -56526684.000000 Penalty: 6469.680176
	Iteration 261Q: 3 clusters Score -5.652668e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214240 members 
Mstep: Class 2 contains 247940 members 
Entering Unmasked Estep 
Score: -56526592.000000 Penalty: 6469.680176
	Iteration 262Q: 3 clusters Score -5.652659e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214444 members 
Mstep: Class 2 contains 247736 members 
Entering Unmasked Estep 
Score: -56526640.000000 Penalty: 6469.680176
	Iteration 263Q: 3 clusters Score -5.652664e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214638 members 
Mstep: Class 2 contains 247542 members 
Entering Unmasked Estep 
Score: -56526540.000000 Penalty: 6469.680176
	Iteration 264Q: 3 clusters Score -5.652654e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214829 members 
Mstep: Class 2 contains 247351 members 
Entering Unmasked Estep 
Score: -56526516.000000 Penalty: 6469.680176
	Iteration 265Q: 3 clusters Score -5.652652e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215031 members 
Mstep: Class 2 contains 247149 members 
Entering Unmasked Estep 
Score: -56526640.000000 Penalty: 6469.680176
	Iteration 266Q: 3 clusters Score -5.652664e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215203 members 
Mstep: Class 2 contains 246977 members 
Entering Unmasked Estep 
Score: -56526644.000000 Penalty: 6469.680176
	Iteration 267Q: 3 clusters Score -5.652664e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215356 members 
Mstep: Class 2 contains 246824 members 
Entering Unmasked Estep 
Score: -56526596.000000 Penalty: 6469.680176
	Iteration 268Q: 3 clusters Score -5.65266e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215499 members 
Mstep: Class 2 contains 246681 members 
Entering Unmasked Estep 
Score: -56526548.000000 Penalty: 6469.680176
	Iteration 269Q: 3 clusters Score -5.652655e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215625 members 
Mstep: Class 2 contains 246555 members 
Entering Unmasked Estep 
Score: -56526576.000000 Penalty: 6469.680176
	Iteration 270Q: 3 clusters Score -5.652658e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215739 members 
Mstep: Class 2 contains 246441 members 
Entering Unmasked Estep 
Score: -56526532.000000 Penalty: 6469.680176
	Iteration 271Q: 3 clusters Score -5.652653e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215853 members 
Mstep: Class 2 contains 246327 members 
Entering Unmasked Estep 
Score: -56526488.000000 Penalty: 6469.680176
	Iteration 272Q: 3 clusters Score -5.652649e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215979 members 
Mstep: Class 2 contains 246201 members 
Entering Unmasked Estep 
Score: -56526468.000000 Penalty: 6469.680176
	Iteration 273Q: 3 clusters Score -5.652647e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216100 members 
Mstep: Class 2 contains 246080 members 
Entering Unmasked Estep 
Score: -56526480.000000 Penalty: 6469.680176
	Iteration 274Q: 3 clusters Score -5.652648e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216212 members 
Mstep: Class 2 contains 245968 members 
Entering Unmasked Estep 
Score: -56526492.000000 Penalty: 6469.680176
	Iteration 275Q: 3 clusters Score -5.652649e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216307 members 
Mstep: Class 2 contains 245873 members 
Entering Unmasked Estep 
Score: -56526452.000000 Penalty: 6469.680176
	Iteration 276Q: 3 clusters Score -5.652645e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216395 members 
Mstep: Class 2 contains 245785 members 
Entering Unmasked Estep 
Score: -56526472.000000 Penalty: 6469.680176
	Iteration 277Q: 3 clusters Score -5.652647e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216469 members 
Mstep: Class 2 contains 245711 members 
Entering Unmasked Estep 
Score: -56526464.000000 Penalty: 6469.680176
	Iteration 278Q: 3 clusters Score -5.652646e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216550 members 
Mstep: Class 2 contains 245630 members 
Entering Unmasked Estep 
Score: -56526432.000000 Penalty: 6469.680176
	Iteration 279Q: 3 clusters Score -5.652643e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216611 members 
Mstep: Class 2 contains 245569 members 
Entering Unmasked Estep 
Score: -56526464.000000 Penalty: 6469.680176
	Iteration 280F: 3 clusters Score -5.652646e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216661 members 
Mstep: Class 2 contains 245519 members 
Entering Unmasked Estep 
Score: -56526452.000000 Penalty: 6469.680176
	Iteration 281Q: 3 clusters Score -5.652645e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216702 members 
Mstep: Class 2 contains 245478 members 
Entering Unmasked Estep 
Score: -56526488.000000 Penalty: 6469.680176
	Iteration 282Q: 3 clusters Score -5.652649e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216729 members 
Mstep: Class 2 contains 245451 members 
Entering Unmasked Estep 
Score: -56526396.000000 Penalty: 6469.680176
	Iteration 283Q: 3 clusters Score -5.65264e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216758 members 
Mstep: Class 2 contains 245422 members 
Entering Unmasked Estep 
Score: -56526360.000000 Penalty: 6469.680176
	Iteration 284Q: 3 clusters Score -5.652636e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216793 members 
Mstep: Class 2 contains 245387 members 
Entering Unmasked Estep 
Score: -56526420.000000 Penalty: 6469.680176
	Iteration 285Q: 3 clusters Score -5.652642e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216814 members 
Mstep: Class 2 contains 245366 members 
Entering Unmasked Estep 
Score: -56526420.000000 Penalty: 6469.680176
	Iteration 286Q: 3 clusters Score -5.652642e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216839 members 
Mstep: Class 2 contains 245341 members 
Entering Unmasked Estep 
Score: -56526384.000000 Penalty: 6469.680176
	Iteration 287Q: 3 clusters Score -5.652638e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216867 members 
Mstep: Class 2 contains 245313 members 
Entering Unmasked Estep 
Score: -56526348.000000 Penalty: 6469.680176
	Iteration 288Q: 3 clusters Score -5.652635e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216896 members 
Mstep: Class 2 contains 245284 members 
Entering Unmasked Estep 
Score: -56526360.000000 Penalty: 6469.680176
	Iteration 289Q: 3 clusters Score -5.652636e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216932 members 
Mstep: Class 2 contains 245248 members 
Entering Unmasked Estep 
Score: -56526328.000000 Penalty: 6469.680176
	Iteration 290Q: 3 clusters Score -5.652633e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216969 members 
Mstep: Class 2 contains 245211 members 
Entering Unmasked Estep 
Score: -56526328.000000 Penalty: 6469.680176
	Iteration 291Q: 3 clusters Score -5.652633e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217012 members 
Mstep: Class 2 contains 245168 members 
Entering Unmasked Estep 
Score: -56526316.000000 Penalty: 6469.680176
	Iteration 292Q: 3 clusters Score -5.652632e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217046 members 
Mstep: Class 2 contains 245134 members 
Entering Unmasked Estep 
Score: -56526320.000000 Penalty: 6469.680176
	Iteration 293Q: 3 clusters Score -5.652632e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217067 members 
Mstep: Class 2 contains 245113 members 
Entering Unmasked Estep 
Score: -56526328.000000 Penalty: 6469.680176
	Iteration 294Q: 3 clusters Score -5.652633e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217085 members 
Mstep: Class 2 contains 245095 members 
Entering Unmasked Estep 
Score: -56526344.000000 Penalty: 6469.680176
	Iteration 295Q: 3 clusters Score -5.652634e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217109 members 
Mstep: Class 2 contains 245071 members 
Entering Unmasked Estep 
Score: -56526356.000000 Penalty: 6469.680176
	Iteration 296Q: 3 clusters Score -5.652636e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217152 members 
Mstep: Class 2 contains 245028 members 
Entering Unmasked Estep 
Score: -56526288.000000 Penalty: 6469.680176
	Iteration 297Q: 3 clusters Score -5.652629e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217191 members 
Mstep: Class 2 contains 244989 members 
Entering Unmasked Estep 
Score: -56526284.000000 Penalty: 6469.680176
	Iteration 298Q: 3 clusters Score -5.652628e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217217 members 
Mstep: Class 2 contains 244963 members 
Entering Unmasked Estep 
Score: -56526304.000000 Penalty: 6469.680176
	Iteration 299Q: 3 clusters Score -5.65263e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217251 members 
Mstep: Class 2 contains 244929 members 
Entering Unmasked Estep 
Score: -56526328.000000 Penalty: 6469.680176
	Iteration 300F: 3 clusters Score -5.652633e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217299 members 
Mstep: Class 2 contains 244881 members 
Entering Unmasked Estep 
Score: -56526280.000000 Penalty: 6469.680176
	Iteration 301Q: 3 clusters Score -5.652628e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217329 members 
Mstep: Class 2 contains 244851 members 
Entering Unmasked Estep 
Score: -56526232.000000 Penalty: 6469.680176
	Iteration 302Q: 3 clusters Score -5.652623e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217374 members 
Mstep: Class 2 contains 244806 members 
Entering Unmasked Estep 
Score: -56526232.000000 Penalty: 6469.680176
	Iteration 303Q: 3 clusters Score -5.652623e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217398 members 
Mstep: Class 2 contains 244782 members 
Entering Unmasked Estep 
Score: -56526200.000000 Penalty: 6469.680176
	Iteration 304Q: 3 clusters Score -5.65262e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217429 members 
Mstep: Class 2 contains 244751 members 
Entering Unmasked Estep 
Score: -56526184.000000 Penalty: 6469.680176
	Iteration 305Q: 3 clusters Score -5.652618e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217462 members 
Mstep: Class 2 contains 244718 members 
Entering Unmasked Estep 
Score: -56526160.000000 Penalty: 6469.680176
	Iteration 306Q: 3 clusters Score -5.652616e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217473 members 
Mstep: Class 2 contains 244707 members 
Entering Unmasked Estep 
Score: -56526140.000000 Penalty: 6469.680176
	Iteration 307Q: 3 clusters Score -5.652614e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217478 members 
Mstep: Class 2 contains 244702 members 
Entering Unmasked Estep 
Score: -56526132.000000 Penalty: 6469.680176
	Iteration 308Q: 3 clusters Score -5.652613e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217473 members 
Mstep: Class 2 contains 244707 members 
Entering Unmasked Estep 
Score: -56526060.000000 Penalty: 6469.680176
	Iteration 309Q: 3 clusters Score -5.652606e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217472 members 
Mstep: Class 2 contains 244708 members 
Entering Unmasked Estep 
Score: -56526072.000000 Penalty: 6469.680176
	Iteration 310Q: 3 clusters Score -5.652607e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217464 members 
Mstep: Class 2 contains 244716 members 
Entering Unmasked Estep 
Score: -56526096.000000 Penalty: 6469.680176
	Iteration 311Q: 3 clusters Score -5.65261e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217457 members 
Mstep: Class 2 contains 244723 members 
Entering Unmasked Estep 
Score: -56526056.000000 Penalty: 6469.680176
	Iteration 312Q: 3 clusters Score -5.652606e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217454 members 
Mstep: Class 2 contains 244726 members 
Entering Unmasked Estep 
Score: -56526060.000000 Penalty: 6469.680176
	Iteration 313Q: 3 clusters Score -5.652606e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217452 members 
Mstep: Class 2 contains 244728 members 
Entering Unmasked Estep 
Score: -56526088.000000 Penalty: 6469.680176
	Iteration 314Q: 3 clusters Score -5.652609e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217444 members 
Mstep: Class 2 contains 244736 members 
Entering Unmasked Estep 
Score: -56526080.000000 Penalty: 6469.680176
	Iteration 315Q: 3 clusters Score -5.652608e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217445 members 
Mstep: Class 2 contains 244735 members 
Entering Unmasked Estep 
Score: -56526068.000000 Penalty: 6469.680176
	Iteration 316Q: 3 clusters Score -5.652607e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217443 members 
Mstep: Class 2 contains 244737 members 
Entering Unmasked Estep 
Score: -56526064.000000 Penalty: 6469.680176
	Iteration 317Q: 3 clusters Score -5.652606e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217447 members 
Mstep: Class 2 contains 244733 members 
Entering Unmasked Estep 
Score: -56526076.000000 Penalty: 6469.680176
	Iteration 318Q: 3 clusters Score -5.652608e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217450 members 
Mstep: Class 2 contains 244730 members 
Entering Unmasked Estep 
Score: -56526076.000000 Penalty: 6469.680176
	Iteration 319Q: 3 clusters Score -5.652608e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217449 members 
Mstep: Class 2 contains 244731 members 
Entering Unmasked Estep 
Score: -56526052.000000 Penalty: 6469.680176
	Iteration 320F: 3 clusters Score -5.652605e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217447 members 
Mstep: Class 2 contains 244733 members 
Entering Unmasked Estep 
Score: -56526056.000000 Penalty: 6469.680176
	Iteration 321Q: 3 clusters Score -5.652606e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217442 members 
Mstep: Class 2 contains 244738 members 
Entering Unmasked Estep 
Score: -56526096.000000 Penalty: 6469.680176
	Iteration 322Q: 3 clusters Score -5.65261e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217436 members 
Mstep: Class 2 contains 244744 members 
Entering Unmasked Estep 
Score: -56526084.000000 Penalty: 6469.680176
	Iteration 323Q: 3 clusters Score -5.652608e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217430 members 
Mstep: Class 2 contains 244750 members 
Entering Unmasked Estep 
Score: -56526084.000000 Penalty: 6469.680176
	Iteration 324Q: 3 clusters Score -5.652608e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217420 members 
Mstep: Class 2 contains 244760 members 
Entering Unmasked Estep 
Score: -56526104.000000 Penalty: 6469.680176
	Iteration 325Q: 3 clusters Score -5.65261e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217410 members 
Mstep: Class 2 contains 244770 members 
Entering Unmasked Estep 
Score: -56526036.000000 Penalty: 6469.680176
	Iteration 326Q: 3 clusters Score -5.652604e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217398 members 
Mstep: Class 2 contains 244782 members 
Entering Unmasked Estep 
Score: -56526008.000000 Penalty: 6469.680176
	Iteration 327Q: 3 clusters Score -5.652601e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217378 members 
Mstep: Class 2 contains 244802 members 
Entering Unmasked Estep 
Score: -56526024.000000 Penalty: 6469.680176
	Iteration 328Q: 3 clusters Score -5.652602e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217365 members 
Mstep: Class 2 contains 244815 members 
Entering Unmasked Estep 
Score: -56526016.000000 Penalty: 6469.680176
	Iteration 329Q: 3 clusters Score -5.652602e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217363 members 
Mstep: Class 2 contains 244817 members 
Entering Unmasked Estep 
Score: -56526076.000000 Penalty: 6469.680176
	Iteration 330Q: 3 clusters Score -5.652608e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217361 members 
Mstep: Class 2 contains 244819 members 
Entering Unmasked Estep 
Score: -56526056.000000 Penalty: 6469.680176
	Iteration 331Q: 3 clusters Score -5.652606e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217358 members 
Mstep: Class 2 contains 244822 members 
Entering Unmasked Estep 
Score: -56526032.000000 Penalty: 6469.680176
	Iteration 332Q: 3 clusters Score -5.652603e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217359 members 
Mstep: Class 2 contains 244821 members 
Entering Unmasked Estep 
Score: -56526040.000000 Penalty: 6469.680176
	Iteration 333Q: 3 clusters Score -5.652604e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217358 members 
Mstep: Class 2 contains 244822 members 
Entering Unmasked Estep 
Score: -56526028.000000 Penalty: 6469.680176
	Iteration 334Q: 3 clusters Score -5.652603e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217355 members 
Mstep: Class 2 contains 244825 members 
Entering Unmasked Estep 
Score: -56526024.000000 Penalty: 6469.680176
	Iteration 335Q: 3 clusters Score -5.652602e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217353 members 
Mstep: Class 2 contains 244827 members 
Entering Unmasked Estep 
Score: -56526004.000000 Penalty: 6469.680176
	Iteration 336Q: 3 clusters Score -5.6526e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217347 members 
Mstep: Class 2 contains 244833 members 
Entering Unmasked Estep 
Score: -56525988.000000 Penalty: 6469.680176
	Iteration 337Q: 3 clusters Score -5.652599e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217337 members 
Mstep: Class 2 contains 244843 members 
Entering Unmasked Estep 
Score: -56525996.000000 Penalty: 6469.680176
	Iteration 338Q: 3 clusters Score -5.6526e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217330 members 
Mstep: Class 2 contains 244850 members 
Entering Unmasked Estep 
Score: -56526004.000000 Penalty: 6469.680176
	Iteration 339Q: 3 clusters Score -5.6526e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217320 members 
Mstep: Class 2 contains 244860 members 
Entering Unmasked Estep 
Score: -56526016.000000 Penalty: 6469.680176
	Iteration 340F: 3 clusters Score -5.652602e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217312 members 
Mstep: Class 2 contains 244868 members 
Entering Unmasked Estep 
Score: -56525984.000000 Penalty: 6469.680176
	Iteration 341Q: 3 clusters Score -5.652598e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217311 members 
Mstep: Class 2 contains 244869 members 
Entering Unmasked Estep 
Score: -56525988.000000 Penalty: 6469.680176
	Iteration 342Q: 3 clusters Score -5.652599e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217308 members 
Mstep: Class 2 contains 244872 members 
Entering Unmasked Estep 
Score: -56525968.000000 Penalty: 6469.680176
	Iteration 343Q: 3 clusters Score -5.652597e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217302 members 
Mstep: Class 2 contains 244878 members 
Entering Unmasked Estep 
Score: -56525960.000000 Penalty: 6469.680176
	Iteration 344Q: 3 clusters Score -5.652596e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217302 members 
Mstep: Class 2 contains 244878 members 
Entering Unmasked Estep 
Score: -56525932.000000 Penalty: 6469.680176
	Iteration 345Q: 3 clusters Score -5.652593e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217305 members 
Mstep: Class 2 contains 244875 members 
Entering Unmasked Estep 
Score: -56525944.000000 Penalty: 6469.680176
	Iteration 346Q: 3 clusters Score -5.652594e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217303 members 
Mstep: Class 2 contains 244877 members 
Entering Unmasked Estep 
Score: -56525916.000000 Penalty: 6469.680176
	Iteration 347Q: 3 clusters Score -5.652592e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217296 members 
Mstep: Class 2 contains 244884 members 
Entering Unmasked Estep 
Score: -56525916.000000 Penalty: 6469.680176
	Iteration 348Q: 3 clusters Score -5.652592e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217292 members 
Mstep: Class 2 contains 244888 members 
Entering Unmasked Estep 
Score: -56525944.000000 Penalty: 6469.680176
	Iteration 349Q: 3 clusters Score -5.652594e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217291 members 
Mstep: Class 2 contains 244889 members 
Entering Unmasked Estep 
Score: -56525928.000000 Penalty: 6469.680176
	Iteration 350Q: 3 clusters Score -5.652593e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217289 members 
Mstep: Class 2 contains 244891 members 
Entering Unmasked Estep 
Score: -56525892.000000 Penalty: 6469.680176
	Iteration 351Q: 3 clusters Score -5.652589e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217285 members 
Mstep: Class 2 contains 244895 members 
Entering Unmasked Estep 
Score: -56525944.000000 Penalty: 6469.680176
	Iteration 352Q: 3 clusters Score -5.652594e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217285 members 
Mstep: Class 2 contains 244895 members 
Entering Unmasked Estep 
Score: -56525960.000000 Penalty: 6469.680176
	Iteration 353Q: 3 clusters Score -5.652596e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217285 members 
Mstep: Class 2 contains 244895 members 
Entering Unmasked Estep 
Score: -56525964.000000 Penalty: 6469.680176
	Iteration 354Q: 3 clusters Score -5.652596e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217278 members 
Mstep: Class 2 contains 244902 members 
Entering Unmasked Estep 
Score: -56525936.000000 Penalty: 6469.680176
	Iteration 355Q: 3 clusters Score -5.652594e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217270 members 
Mstep: Class 2 contains 244910 members 
Entering Unmasked Estep 
Score: -56525924.000000 Penalty: 6469.680176
	Iteration 356Q: 3 clusters Score -5.652592e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217265 members 
Mstep: Class 2 contains 244915 members 
Entering Unmasked Estep 
Score: -56525936.000000 Penalty: 6469.680176
	Iteration 357Q: 3 clusters Score -5.652594e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217264 members 
Mstep: Class 2 contains 244916 members 
Entering Unmasked Estep 
Score: -56525940.000000 Penalty: 6469.680176
	Iteration 358Q: 3 clusters Score -5.652594e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217264 members 
Mstep: Class 2 contains 244916 members 
Entering Unmasked Estep 
Score: -56525924.000000 Penalty: 6469.680176
	Iteration 359Q: 3 clusters Score -5.652592e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217264 members 
Mstep: Class 2 contains 244916 members 
Entering Unmasked Estep 
Score: -56525912.000000 Penalty: 6469.680176
	Iteration 360F: 3 clusters Score -5.652591e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217260 members 
Mstep: Class 2 contains 244920 members 
Entering Unmasked Estep 
Score: -56525920.000000 Penalty: 6469.680176
	Iteration 361Q: 3 clusters Score -5.652592e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217252 members 
Mstep: Class 2 contains 244928 members 
Entering Unmasked Estep 
Score: -56525920.000000 Penalty: 6469.680176
	Iteration 362Q: 3 clusters Score -5.652592e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217243 members 
Mstep: Class 2 contains 244937 members 
Entering Unmasked Estep 
Score: -56525924.000000 Penalty: 6469.680176
	Iteration 363Q: 3 clusters Score -5.652592e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217245 members 
Mstep: Class 2 contains 244935 members 
Entering Unmasked Estep 
Score: -56525876.000000 Penalty: 6469.680176
	Iteration 364Q: 3 clusters Score -5.652588e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217247 members 
Mstep: Class 2 contains 244933 members 
Entering Unmasked Estep 
Score: -56525844.000000 Penalty: 6469.680176
	Iteration 365Q: 3 clusters Score -5.652584e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217243 members 
Mstep: Class 2 contains 244937 members 
Entering Unmasked Estep 
Score: -56525872.000000 Penalty: 6469.680176
	Iteration 366Q: 3 clusters Score -5.652587e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217238 members 
Mstep: Class 2 contains 244942 members 
Entering Unmasked Estep 
Score: -56525896.000000 Penalty: 6469.680176
	Iteration 367Q: 3 clusters Score -5.65259e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217235 members 
Mstep: Class 2 contains 244945 members 
Entering Unmasked Estep 
Score: -56525912.000000 Penalty: 6469.680176
	Iteration 368Q: 3 clusters Score -5.652591e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217217 members 
Mstep: Class 2 contains 244963 members 
Entering Unmasked Estep 
Score: -56525960.000000 Penalty: 6469.680176
	Iteration 369Q: 3 clusters Score -5.652596e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217200 members 
Mstep: Class 2 contains 244980 members 
Entering Unmasked Estep 
Score: -56525960.000000 Penalty: 6469.680176
	Iteration 370Q: 3 clusters Score -5.652596e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217188 members 
Mstep: Class 2 contains 244992 members 
Entering Unmasked Estep 
Score: -56525984.000000 Penalty: 6469.680176
	Iteration 371Q: 3 clusters Score -5.652598e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217184 members 
Mstep: Class 2 contains 244996 members 
Entering Unmasked Estep 
Score: -56525964.000000 Penalty: 6469.680176
	Iteration 372Q: 3 clusters Score -5.652596e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217180 members 
Mstep: Class 2 contains 245000 members 
Entering Unmasked Estep 
Score: -56525964.000000 Penalty: 6469.680176
	Iteration 373Q: 3 clusters Score -5.652596e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217178 members 
Mstep: Class 2 contains 245002 members 
Entering Unmasked Estep 
Score: -56525964.000000 Penalty: 6469.680176
	Iteration 374Q: 3 clusters Score -5.652596e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217178 members 
Mstep: Class 2 contains 245002 members 
Entering Unmasked Estep 
Score: -56525964.000000 Penalty: 6469.680176
	Iteration 375Q: 3 clusters Score -5.652596e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217177 members 
Mstep: Class 2 contains 245003 members 
Entering Unmasked Estep 
Score: -56525944.000000 Penalty: 6469.680176
	Iteration 376Q: 3 clusters Score -5.652594e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217173 members 
Mstep: Class 2 contains 245007 members 
Entering Unmasked Estep 
Score: -56525928.000000 Penalty: 6469.680176
	Iteration 377Q: 3 clusters Score -5.652593e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217165 members 
Mstep: Class 2 contains 245015 members 
Entering Unmasked Estep 
Score: -56525972.000000 Penalty: 6469.680176
	Iteration 378Q: 3 clusters Score -5.652597e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217161 members 
Mstep: Class 2 contains 245019 members 
Entering Unmasked Estep 
Score: -56526012.000000 Penalty: 6469.680176
	Iteration 379Q: 3 clusters Score -5.652601e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217159 members 
Mstep: Class 2 contains 245021 members 
Entering Unmasked Estep 
Score: -56526000.000000 Penalty: 6469.680176
	Iteration 380F: 3 clusters Score -5.6526e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217162 members 
Mstep: Class 2 contains 245018 members 
Entering Unmasked Estep 
Score: -56525996.000000 Penalty: 6469.680176
	Iteration 381Q: 3 clusters Score -5.6526e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217154 members 
Mstep: Class 2 contains 245026 members 
Entering Unmasked Estep 
Score: -56526012.000000 Penalty: 6469.680176
	Iteration 382Q: 3 clusters Score -5.652601e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217147 members 
Mstep: Class 2 contains 245033 members 
Entering Unmasked Estep 
Score: -56526024.000000 Penalty: 6469.680176
	Iteration 383Q: 3 clusters Score -5.652602e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217147 members 
Mstep: Class 2 contains 245033 members 
Entering Unmasked Estep 
Score: -56526004.000000 Penalty: 6469.680176
	Iteration 384Q: 3 clusters Score -5.6526e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217151 members 
Mstep: Class 2 contains 245029 members 
Entering Unmasked Estep 
Score: -56526020.000000 Penalty: 6469.680176
	Iteration 385Q: 3 clusters Score -5.652602e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217156 members 
Mstep: Class 2 contains 245024 members 
Entering Unmasked Estep 
Score: -56526000.000000 Penalty: 6469.680176
	Iteration 386Q: 3 clusters Score -5.6526e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217155 members 
Mstep: Class 2 contains 245025 members 
Entering Unmasked Estep 
Score: -56526008.000000 Penalty: 6469.680176
	Iteration 387Q: 3 clusters Score -5.652601e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217160 members 
Mstep: Class 2 contains 245020 members 
Entering Unmasked Estep 
Score: -56525988.000000 Penalty: 6469.680176
	Iteration 388Q: 3 clusters Score -5.652599e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217159 members 
Mstep: Class 2 contains 245021 members 
Entering Unmasked Estep 
Score: -56525976.000000 Penalty: 6469.680176
	Iteration 389Q: 3 clusters Score -5.652598e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217158 members 
Mstep: Class 2 contains 245022 members 
Entering Unmasked Estep 
Score: -56526028.000000 Penalty: 6469.680176
	Iteration 390Q: 3 clusters Score -5.652603e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217157 members 
Mstep: Class 2 contains 245023 members 
Entering Unmasked Estep 
Score: -56526008.000000 Penalty: 6469.680176
	Iteration 391Q: 3 clusters Score -5.652601e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217155 members 
Mstep: Class 2 contains 245025 members 
Entering Unmasked Estep 
Score: -56526012.000000 Penalty: 6469.680176
	Iteration 392Q: 3 clusters Score -5.652601e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217158 members 
Mstep: Class 2 contains 245022 members 
Entering Unmasked Estep 
Score: -56525996.000000 Penalty: 6469.680176
	Iteration 393Q: 3 clusters Score -5.6526e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217156 members 
Mstep: Class 2 contains 245024 members 
Entering Unmasked Estep 
Score: -56525980.000000 Penalty: 6469.680176
	Iteration 394Q: 3 clusters Score -5.652598e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217158 members 
Mstep: Class 2 contains 245022 members 
Entering Unmasked Estep 
Score: -56525972.000000 Penalty: 6469.680176
	Iteration 395Q: 3 clusters Score -5.652597e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217161 members 
Mstep: Class 2 contains 245019 members 
Entering Unmasked Estep 
Score: -56526004.000000 Penalty: 6469.680176
	Iteration 396Q: 3 clusters Score -5.6526e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217156 members 
Mstep: Class 2 contains 245024 members 
Entering Unmasked Estep 
Score: -56525976.000000 Penalty: 6469.680176
	Iteration 397Q: 3 clusters Score -5.652598e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217151 members 
Mstep: Class 2 contains 245029 members 
Entering Unmasked Estep 
Score: -56525968.000000 Penalty: 6469.680176
	Iteration 398Q: 3 clusters Score -5.652597e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217149 members 
Mstep: Class 2 contains 245031 members 
Entering Unmasked Estep 
Score: -56525964.000000 Penalty: 6469.680176
	Iteration 399Q: 3 clusters Score -5.652596e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217140 members 
Mstep: Class 2 contains 245040 members 
Entering Unmasked Estep 
Score: -56526008.000000 Penalty: 6469.680176
	Iteration 400F: 3 clusters Score -5.652601e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217135 members 
Mstep: Class 2 contains 245045 members 
Entering Unmasked Estep 
Score: -56526020.000000 Penalty: 6469.680176
	Iteration 401Q: 3 clusters Score -5.652602e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217132 members 
Mstep: Class 2 contains 245048 members 
Entering Unmasked Estep 
Score: -56526048.000000 Penalty: 6469.680176
	Iteration 402Q: 3 clusters Score -5.652605e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217133 members 
Mstep: Class 2 contains 245047 members 
Entering Unmasked Estep 
Score: -56526040.000000 Penalty: 6469.680176
	Iteration 403Q: 3 clusters Score -5.652604e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217130 members 
Mstep: Class 2 contains 245050 members 
Entering Unmasked Estep 
Score: -56526028.000000 Penalty: 6469.680176
	Iteration 404Q: 3 clusters Score -5.652603e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217128 members 
Mstep: Class 2 contains 245052 members 
Entering Unmasked Estep 
Score: -56526016.000000 Penalty: 6469.680176
	Iteration 405Q: 3 clusters Score -5.652602e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217124 members 
Mstep: Class 2 contains 245056 members 
Entering Unmasked Estep 
Score: -56526008.000000 Penalty: 6469.680176
	Iteration 406Q: 3 clusters Score -5.652601e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217116 members 
Mstep: Class 2 contains 245064 members 
Entering Unmasked Estep 
Score: -56526028.000000 Penalty: 6469.680176
	Iteration 407Q: 3 clusters Score -5.652603e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217106 members 
Mstep: Class 2 contains 245074 members 
Entering Unmasked Estep 
Score: -56526004.000000 Penalty: 6469.680176
	Iteration 408Q: 3 clusters Score -5.6526e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217100 members 
Mstep: Class 2 contains 245080 members 
Entering Unmasked Estep 
Score: -56526012.000000 Penalty: 6469.680176
	Iteration 409Q: 3 clusters Score -5.652601e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217092 members 
Mstep: Class 2 contains 245088 members 
Entering Unmasked Estep 
Score: -56526008.000000 Penalty: 6469.680176
	Iteration 410Q: 3 clusters Score -5.652601e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217084 members 
Mstep: Class 2 contains 245096 members 
Entering Unmasked Estep 
Score: -56526000.000000 Penalty: 6469.680176
	Iteration 411Q: 3 clusters Score -5.6526e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217075 members 
Mstep: Class 2 contains 245105 members 
Entering Unmasked Estep 
Score: -56526028.000000 Penalty: 6469.680176
	Iteration 412Q: 3 clusters Score -5.652603e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217063 members 
Mstep: Class 2 contains 245117 members 
Entering Unmasked Estep 
Score: -56526020.000000 Penalty: 6469.680176
	Iteration 413Q: 3 clusters Score -5.652602e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217060 members 
Mstep: Class 2 contains 245120 members 
Entering Unmasked Estep 
Score: -56526044.000000 Penalty: 6469.680176
	Iteration 414Q: 3 clusters Score -5.652604e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217053 members 
Mstep: Class 2 contains 245127 members 
Entering Unmasked Estep 
Score: -56526036.000000 Penalty: 6469.680176
	Iteration 415Q: 3 clusters Score -5.652604e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217048 members 
Mstep: Class 2 contains 245132 members 
Entering Unmasked Estep 
Score: -56526020.000000 Penalty: 6469.680176
	Iteration 416Q: 3 clusters Score -5.652602e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217043 members 
Mstep: Class 2 contains 245137 members 
Entering Unmasked Estep 
Score: -56526004.000000 Penalty: 6469.680176
	Iteration 417Q: 3 clusters Score -5.6526e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217041 members 
Mstep: Class 2 contains 245139 members 
Entering Unmasked Estep 
Score: -56525996.000000 Penalty: 6469.680176
	Iteration 418Q: 3 clusters Score -5.6526e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217045 members 
Mstep: Class 2 contains 245135 members 
Entering Unmasked Estep 
Score: -56526004.000000 Penalty: 6469.680176
	Iteration 419Q: 3 clusters Score -5.6526e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217050 members 
Mstep: Class 2 contains 245130 members 
Entering Unmasked Estep 
Score: -56525972.000000 Penalty: 6469.680176
	Iteration 420F: 3 clusters Score -5.652597e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217048 members 
Mstep: Class 2 contains 245132 members 
Entering Unmasked Estep 
Score: -56525968.000000 Penalty: 6469.680176
	Iteration 421Q: 3 clusters Score -5.652597e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217049 members 
Mstep: Class 2 contains 245131 members 
Entering Unmasked Estep 
Score: -56525988.000000 Penalty: 6469.680176
	Iteration 422Q: 3 clusters Score -5.652599e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217052 members 
Mstep: Class 2 contains 245128 members 
Entering Unmasked Estep 
Score: -56525988.000000 Penalty: 6469.680176
	Iteration 423Q: 3 clusters Score -5.652599e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217050 members 
Mstep: Class 2 contains 245130 members 
Entering Unmasked Estep 
Score: -56525988.000000 Penalty: 6469.680176
	Iteration 424Q: 3 clusters Score -5.652599e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217053 members 
Mstep: Class 2 contains 245127 members 
Entering Unmasked Estep 
Score: -56525992.000000 Penalty: 6469.680176
	Iteration 425Q: 3 clusters Score -5.652599e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217059 members 
Mstep: Class 2 contains 245121 members 
Entering Unmasked Estep 
Score: -56526008.000000 Penalty: 6469.680176
	Iteration 426Q: 3 clusters Score -5.652601e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217062 members 
Mstep: Class 2 contains 245118 members 
Entering Unmasked Estep 
Score: -56526004.000000 Penalty: 6469.680176
	Iteration 427Q: 3 clusters Score -5.6526e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217068 members 
Mstep: Class 2 contains 245112 members 
Entering Unmasked Estep 
Score: -56525992.000000 Penalty: 6469.680176
	Iteration 428Q: 3 clusters Score -5.652599e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217076 members 
Mstep: Class 2 contains 245104 members 
Entering Unmasked Estep 
Score: -56525984.000000 Penalty: 6469.680176
	Iteration 429Q: 3 clusters Score -5.652598e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217086 members 
Mstep: Class 2 contains 245094 members 
Entering Unmasked Estep 
Score: -56526000.000000 Penalty: 6469.680176
	Iteration 430Q: 3 clusters Score -5.6526e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217092 members 
Mstep: Class 2 contains 245088 members 
Entering Unmasked Estep 
Score: -56525992.000000 Penalty: 6469.680176
	Iteration 431Q: 3 clusters Score -5.652599e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217098 members 
Mstep: Class 2 contains 245082 members 
Entering Unmasked Estep 
Score: -56525968.000000 Penalty: 6469.680176
	Iteration 432Q: 3 clusters Score -5.652597e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217111 members 
Mstep: Class 2 contains 245069 members 
Entering Unmasked Estep 
Score: -56525988.000000 Penalty: 6469.680176
	Iteration 433Q: 3 clusters Score -5.652599e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217117 members 
Mstep: Class 2 contains 245063 members 
Entering Unmasked Estep 
Score: -56525984.000000 Penalty: 6469.680176
	Iteration 434Q: 3 clusters Score -5.652598e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217120 members 
Mstep: Class 2 contains 245060 members 
Entering Unmasked Estep 
Score: -56525964.000000 Penalty: 6469.680176
	Iteration 435Q: 3 clusters Score -5.652596e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217123 members 
Mstep: Class 2 contains 245057 members 
Entering Unmasked Estep 
Score: -56525960.000000 Penalty: 6469.680176
	Iteration 436Q: 3 clusters Score -5.652596e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217126 members 
Mstep: Class 2 contains 245054 members 
Entering Unmasked Estep 
Score: -56525988.000000 Penalty: 6469.680176
	Iteration 437Q: 3 clusters Score -5.652599e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217130 members 
Mstep: Class 2 contains 245050 members 
Entering Unmasked Estep 
Score: -56525972.000000 Penalty: 6469.680176
	Iteration 438Q: 3 clusters Score -5.652597e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217135 members 
Mstep: Class 2 contains 245045 members 
Entering Unmasked Estep 
Score: -56525952.000000 Penalty: 6469.680176
	Iteration 439Q: 3 clusters Score -5.652595e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217137 members 
Mstep: Class 2 contains 245043 members 
Entering Unmasked Estep 
Score: -56525916.000000 Penalty: 6469.680176
	Iteration 440F: 3 clusters Score -5.652592e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217142 members 
Mstep: Class 2 contains 245038 members 
Entering Unmasked Estep 
Score: -56525928.000000 Penalty: 6469.680176
	Iteration 441Q: 3 clusters Score -5.652593e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217147 members 
Mstep: Class 2 contains 245033 members 
Entering Unmasked Estep 
Score: -56525936.000000 Penalty: 6469.680176
	Iteration 442Q: 3 clusters Score -5.652594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217152 members 
Mstep: Class 2 contains 245028 members 
Entering Unmasked Estep 
Score: -56525932.000000 Penalty: 6469.680176
	Iteration 443Q: 3 clusters Score -5.652593e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217158 members 
Mstep: Class 2 contains 245022 members 
Entering Unmasked Estep 
Score: -56525924.000000 Penalty: 6469.680176
	Iteration 444Q: 3 clusters Score -5.652592e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217164 members 
Mstep: Class 2 contains 245016 members 
Entering Unmasked Estep 
Score: -56525932.000000 Penalty: 6469.680176
	Iteration 445Q: 3 clusters Score -5.652593e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217173 members 
Mstep: Class 2 contains 245007 members 
Entering Unmasked Estep 
Score: -56525908.000000 Penalty: 6469.680176
	Iteration 446Q: 3 clusters Score -5.652591e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217178 members 
Mstep: Class 2 contains 245002 members 
Entering Unmasked Estep 
Score: -56525916.000000 Penalty: 6469.680176
	Iteration 447Q: 3 clusters Score -5.652592e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217181 members 
Mstep: Class 2 contains 244999 members 
Entering Unmasked Estep 
Score: -56525896.000000 Penalty: 6469.680176
	Iteration 448Q: 3 clusters Score -5.65259e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217184 members 
Mstep: Class 2 contains 244996 members 
Entering Unmasked Estep 
Score: -56525900.000000 Penalty: 6469.680176
	Iteration 449Q: 3 clusters Score -5.65259e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217186 members 
Mstep: Class 2 contains 244994 members 
Entering Unmasked Estep 
Score: -56525904.000000 Penalty: 6469.680176
	Iteration 450Q: 3 clusters Score -5.65259e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217187 members 
Mstep: Class 2 contains 244993 members 
Entering Unmasked Estep 
Score: -56525908.000000 Penalty: 6469.680176
	Iteration 451Q: 3 clusters Score -5.652591e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217186 members 
Mstep: Class 2 contains 244994 members 
Entering Unmasked Estep 
Score: -56525904.000000 Penalty: 6469.680176
	Iteration 452Q: 3 clusters Score -5.65259e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217187 members 
Mstep: Class 2 contains 244993 members 
Entering Unmasked Estep 
Score: -56525896.000000 Penalty: 6469.680176
	Iteration 453Q: 3 clusters Score -5.65259e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217188 members 
Mstep: Class 2 contains 244992 members 
Entering Unmasked Estep 
Score: -56525884.000000 Penalty: 6469.680176
	Iteration 454Q: 3 clusters Score -5.652588e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217192 members 
Mstep: Class 2 contains 244988 members 
Entering Unmasked Estep 
Score: -56525908.000000 Penalty: 6469.680176
	Iteration 455Q: 3 clusters Score -5.652591e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217197 members 
Mstep: Class 2 contains 244983 members 
Entering Unmasked Estep 
Score: -56525904.000000 Penalty: 6469.680176
	Iteration 456Q: 3 clusters Score -5.65259e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217200 members 
Mstep: Class 2 contains 244980 members 
Entering Unmasked Estep 
Score: -56525908.000000 Penalty: 6469.680176
	Iteration 457Q: 3 clusters Score -5.652591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217200 members 
Mstep: Class 2 contains 244980 members 
Entering Unmasked Estep 
Score: -56525900.000000 Penalty: 6469.680176
	Iteration 458Q: 3 clusters Score -5.65259e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217200 members 
Mstep: Class 2 contains 244980 members 
Entering Unmasked Estep 
Score: -56525896.000000 Penalty: 6469.680176
	Iteration 459Q: 3 clusters Score -5.65259e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217201 members 
Mstep: Class 2 contains 244979 members 
Entering Unmasked Estep 
Score: -56525888.000000 Penalty: 6469.680176
	Iteration 460F: 3 clusters Score -5.652589e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217199 members 
Mstep: Class 2 contains 244981 members 
Entering Unmasked Estep 
Score: -56525896.000000 Penalty: 6469.680176
	Iteration 461Q: 3 clusters Score -5.65259e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217199 members 
Mstep: Class 2 contains 244981 members 
Entering Unmasked Estep 
Score: -56525896.000000 Penalty: 6469.680176
	Iteration 462Q: 3 clusters Score -5.65259e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217198 members 
Mstep: Class 2 contains 244982 members 
Entering Unmasked Estep 
Score: -56525896.000000 Penalty: 6469.680176
	Iteration 463Q: 3 clusters Score -5.65259e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217198 members 
Mstep: Class 2 contains 244982 members 
Entering Unmasked Estep 
Score: -56525912.000000 Penalty: 6469.680176
	Iteration 464Q: 3 clusters Score -5.652591e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217198 members 
Mstep: Class 2 contains 244982 members 
Entering Unmasked Estep 
Score: -56525912.000000 Penalty: 6469.680176
	Iteration 465F: 3 clusters Score -5.652591e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1497 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 21303 members 
Mstep: Class 3 contains 67586 members 
Mstep: Class 4 contains 7674 members 
Mstep: Class 5 contains 3149 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 11610 members 
Mstep: Class 8 contains 145410 members 
Mstep: Class 9 contains 10312 members 
Mstep: Class 10 contains 217198 members 
Mstep: Class 11 contains 273469 members 
Mstep: Class 12 contains 19495 members 
Mstep: Class 13 contains 268531 members 
Mstep: Class 14 contains 4600 members 
Mstep: Class 15 contains 131577 members 
Mstep: Class 16 contains 62732 members 
Mstep: Class 17 contains 21743 members 
Mstep: Class 18 contains 148825 members 
Mstep: Class 19 contains 11632 members 
Mstep: Class 20 contains 2343 members 
Mstep: Class 21 contains 32603 members 
Mstep: Class 22 contains 39752 members 
Mstep: Class 23 contains 117547 members 
Mstep: Class 24 contains 105428 members 
Mstep: Class 25 contains 3469 members 
Mstep: Class 26 contains 244982 members 
Entering Unmasked Estep 
Score: -235094464.000000 Penalty: 93520.039062
Splitting cluster 10 changes total score from -234926000.000000 to -235094464.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 11 (273469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273469 members 
Entering Unmasked Estep 
Score: -32709136.000000 Penalty: 3104.697998
	Iteration 0F: 2 clusters Score -3.270914e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137397 members 
Mstep: Class 2 contains 136072 members 
Entering Unmasked Estep 
Score: -32527552.000000 Penalty: 6209.395996
	Iteration 0F: 3 clusters Score -3.252755e+07 nChanged 131964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151515 members 
Mstep: Class 2 contains 121954 members 
Entering Unmasked Estep 
Score: -32609638.000000 Penalty: 6209.395996
	Iteration 1F: 3 clusters Score -3.260964e+07 nChanged 13510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160237 members 
Mstep: Class 2 contains 113232 members 
Entering Unmasked Estep 
Score: -32616468.000000 Penalty: 6209.395996
	Iteration 2Q: 3 clusters Score -3.261647e+07 nChanged 18036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172819 members 
Mstep: Class 2 contains 100650 members 
Entering Unmasked Estep 
Score: -32628892.000000 Penalty: 6209.395996
	Iteration 3F: 3 clusters Score -3.262889e+07 nChanged 22082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189127 members 
Mstep: Class 2 contains 84342 members 
Entering Unmasked Estep 
Score: -32647818.000000 Penalty: 6209.395996
	Iteration 4F: 3 clusters Score -3.264782e+07 nChanged 23011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206460 members 
Mstep: Class 2 contains 67009 members 
Entering Unmasked Estep 
Score: -32670450.000000 Penalty: 6209.395996
	Iteration 5F: 3 clusters Score -3.267045e+07 nChanged 18724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219964 members 
Mstep: Class 2 contains 53505 members 
Entering Unmasked Estep 
Score: -32689608.000000 Penalty: 6209.395996
	Iteration 6F: 3 clusters Score -3.268961e+07 nChanged 12764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227450 members 
Mstep: Class 2 contains 46019 members 
Entering Unmasked Estep 
Score: -32700510.000000 Penalty: 6209.395996
	Iteration 7Q: 3 clusters Score -3.270051e+07 nChanged 7653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231657 members 
Mstep: Class 2 contains 41812 members 
Entering Unmasked Estep 
Score: -32704900.000000 Penalty: 6209.395996
	Iteration 8Q: 3 clusters Score -3.27049e+07 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234695 members 
Mstep: Class 2 contains 38774 members 
Entering Unmasked Estep 
Score: -32706274.000000 Penalty: 6209.395996
	Iteration 9Q: 3 clusters Score -3.270627e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237146 members 
Mstep: Class 2 contains 36323 members 
Entering Unmasked Estep 
Score: -32707060.000000 Penalty: 6209.395996
	Iteration 10Q: 3 clusters Score -3.270706e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239296 members 
Mstep: Class 2 contains 34173 members 
Entering Unmasked Estep 
Score: -32707636.000000 Penalty: 6209.395996
	Iteration 11Q: 3 clusters Score -3.270764e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241136 members 
Mstep: Class 2 contains 32333 members 
Entering Unmasked Estep 
Score: -32708212.000000 Penalty: 6209.395996
	Iteration 12Q: 3 clusters Score -3.270821e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242745 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
Score: -32708496.000000 Penalty: 6209.395996
	Iteration 13Q: 3 clusters Score -3.27085e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244135 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -32708684.000000 Penalty: 6209.395996
	Iteration 14Q: 3 clusters Score -3.270868e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245327 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -32708986.000000 Penalty: 6209.395996
	Iteration 15Q: 3 clusters Score -3.270899e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246355 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -32709140.000000 Penalty: 6209.395996
	Iteration 16Q: 3 clusters Score -3.270914e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247255 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -32709228.000000 Penalty: 6209.395996
	Iteration 17Q: 3 clusters Score -3.270923e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248092 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -32709370.000000 Penalty: 6209.395996
	Iteration 18Q: 3 clusters Score -3.270937e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248885 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -32709564.000000 Penalty: 6209.395996
	Iteration 19Q: 3 clusters Score -3.270956e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249658 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -32709722.000000 Penalty: 6209.395996
	Iteration 20F: 3 clusters Score -3.270972e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250292 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -32709754.000000 Penalty: 6209.395996
	Iteration 21Q: 3 clusters Score -3.270975e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250853 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -32709920.000000 Penalty: 6209.395996
	Iteration 22Q: 3 clusters Score -3.270992e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251346 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -32710060.000000 Penalty: 6209.395996
	Iteration 23Q: 3 clusters Score -3.271006e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251832 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -32710088.000000 Penalty: 6209.395996
	Iteration 24Q: 3 clusters Score -3.271009e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252249 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -32710280.000000 Penalty: 6209.395996
	Iteration 25Q: 3 clusters Score -3.271028e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252633 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -32710354.000000 Penalty: 6209.395996
	Iteration 26Q: 3 clusters Score -3.271035e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252956 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -32710416.000000 Penalty: 6209.395996
	Iteration 27Q: 3 clusters Score -3.271042e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253286 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -32710508.000000 Penalty: 6209.395996
	Iteration 28Q: 3 clusters Score -3.271051e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253573 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -32710556.000000 Penalty: 6209.395996
	Iteration 29Q: 3 clusters Score -3.271056e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253849 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -32710576.000000 Penalty: 6209.395996
	Iteration 30Q: 3 clusters Score -3.271058e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254080 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -32710574.000000 Penalty: 6209.395996
	Iteration 31Q: 3 clusters Score -3.271057e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254267 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -32710540.000000 Penalty: 6209.395996
	Iteration 32Q: 3 clusters Score -3.271054e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254425 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -32710574.000000 Penalty: 6209.395996
	Iteration 33Q: 3 clusters Score -3.271057e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254561 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -32710564.000000 Penalty: 6209.395996
	Iteration 34Q: 3 clusters Score -3.271056e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254684 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -32710624.000000 Penalty: 6209.395996
	Iteration 35Q: 3 clusters Score -3.271062e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254793 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -32710576.000000 Penalty: 6209.395996
	Iteration 36Q: 3 clusters Score -3.271058e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254890 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -32710606.000000 Penalty: 6209.395996
	Iteration 37Q: 3 clusters Score -3.271061e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254974 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -32710624.000000 Penalty: 6209.395996
	Iteration 38Q: 3 clusters Score -3.271062e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255069 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -32710574.000000 Penalty: 6209.395996
	Iteration 39Q: 3 clusters Score -3.271057e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255162 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -32710632.000000 Penalty: 6209.395996
	Iteration 40F: 3 clusters Score -3.271063e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255245 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -32710634.000000 Penalty: 6209.395996
	Iteration 41Q: 3 clusters Score -3.271063e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255318 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -32710660.000000 Penalty: 6209.395996
	Iteration 42Q: 3 clusters Score -3.271066e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255383 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -32710652.000000 Penalty: 6209.395996
	Iteration 43Q: 3 clusters Score -3.271065e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255451 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -32710656.000000 Penalty: 6209.395996
	Iteration 44Q: 3 clusters Score -3.271066e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255514 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -32710678.000000 Penalty: 6209.395996
	Iteration 45Q: 3 clusters Score -3.271068e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255571 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -32710656.000000 Penalty: 6209.395996
	Iteration 46Q: 3 clusters Score -3.271066e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255632 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -32710680.000000 Penalty: 6209.395996
	Iteration 47Q: 3 clusters Score -3.271068e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255690 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -32710682.000000 Penalty: 6209.395996
	Iteration 48Q: 3 clusters Score -3.271068e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255722 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -32710698.000000 Penalty: 6209.395996
	Iteration 49Q: 3 clusters Score -3.27107e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255758 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -32710704.000000 Penalty: 6209.395996
	Iteration 50Q: 3 clusters Score -3.27107e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255785 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -32710706.000000 Penalty: 6209.395996
	Iteration 51Q: 3 clusters Score -3.271071e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255821 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -32710708.000000 Penalty: 6209.395996
	Iteration 52Q: 3 clusters Score -3.271071e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255861 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -32710718.000000 Penalty: 6209.395996
	Iteration 53Q: 3 clusters Score -3.271072e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255905 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -32710744.000000 Penalty: 6209.395996
	Iteration 54Q: 3 clusters Score -3.271074e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255942 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -32710700.000000 Penalty: 6209.395996
	Iteration 55Q: 3 clusters Score -3.27107e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255983 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -32710708.000000 Penalty: 6209.395996
	Iteration 56Q: 3 clusters Score -3.271071e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256013 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -32710726.000000 Penalty: 6209.395996
	Iteration 57Q: 3 clusters Score -3.271073e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256037 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -32710746.000000 Penalty: 6209.395996
	Iteration 58Q: 3 clusters Score -3.271075e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256057 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -32710744.000000 Penalty: 6209.395996
	Iteration 59Q: 3 clusters Score -3.271074e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256080 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -32710780.000000 Penalty: 6209.395996
	Iteration 60F: 3 clusters Score -3.271078e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256109 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -32710778.000000 Penalty: 6209.395996
	Iteration 61Q: 3 clusters Score -3.271078e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256137 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -32710752.000000 Penalty: 6209.395996
	Iteration 62Q: 3 clusters Score -3.271075e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256161 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -32710764.000000 Penalty: 6209.395996
	Iteration 63Q: 3 clusters Score -3.271076e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256188 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -32710740.000000 Penalty: 6209.395996
	Iteration 64Q: 3 clusters Score -3.271074e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256215 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -32710756.000000 Penalty: 6209.395996
	Iteration 65Q: 3 clusters Score -3.271076e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256252 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -32710762.000000 Penalty: 6209.395996
	Iteration 66Q: 3 clusters Score -3.271076e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256284 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -32710768.000000 Penalty: 6209.395996
	Iteration 67Q: 3 clusters Score -3.271077e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256308 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -32710754.000000 Penalty: 6209.395996
	Iteration 68Q: 3 clusters Score -3.271075e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256334 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -32710740.000000 Penalty: 6209.395996
	Iteration 69Q: 3 clusters Score -3.271074e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256355 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -32710740.000000 Penalty: 6209.395996
	Iteration 70Q: 3 clusters Score -3.271074e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256380 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -32710714.000000 Penalty: 6209.395996
	Iteration 71Q: 3 clusters Score -3.271071e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256407 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -32710722.000000 Penalty: 6209.395996
	Iteration 72Q: 3 clusters Score -3.271072e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256437 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -32710750.000000 Penalty: 6209.395996
	Iteration 73Q: 3 clusters Score -3.271075e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256467 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -32710730.000000 Penalty: 6209.395996
	Iteration 74Q: 3 clusters Score -3.271073e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256486 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -32710712.000000 Penalty: 6209.395996
	Iteration 75Q: 3 clusters Score -3.271071e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256497 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -32710722.000000 Penalty: 6209.395996
	Iteration 76Q: 3 clusters Score -3.271072e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256506 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -32710716.000000 Penalty: 6209.395996
	Iteration 77Q: 3 clusters Score -3.271072e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256511 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -32710722.000000 Penalty: 6209.395996
	Iteration 78Q: 3 clusters Score -3.271072e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256518 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -32710744.000000 Penalty: 6209.395996
	Iteration 79Q: 3 clusters Score -3.271074e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256526 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -32710740.000000 Penalty: 6209.395996
	Iteration 80F: 3 clusters Score -3.271074e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256536 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -32710738.000000 Penalty: 6209.395996
	Iteration 81Q: 3 clusters Score -3.271074e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256548 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -32710762.000000 Penalty: 6209.395996
	Iteration 82Q: 3 clusters Score -3.271076e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256555 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -32710766.000000 Penalty: 6209.395996
	Iteration 83Q: 3 clusters Score -3.271077e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256560 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -32710750.000000 Penalty: 6209.395996
	Iteration 84Q: 3 clusters Score -3.271075e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256565 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -32710766.000000 Penalty: 6209.395996
	Iteration 85Q: 3 clusters Score -3.271077e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256572 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -32710780.000000 Penalty: 6209.395996
	Iteration 86Q: 3 clusters Score -3.271078e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256576 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -32710768.000000 Penalty: 6209.395996
	Iteration 87Q: 3 clusters Score -3.271077e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256577 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -32710770.000000 Penalty: 6209.395996
	Iteration 88Q: 3 clusters Score -3.271077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256579 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -32710766.000000 Penalty: 6209.395996
	Iteration 89Q: 3 clusters Score -3.271077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256581 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -32710764.000000 Penalty: 6209.395996
	Iteration 90Q: 3 clusters Score -3.271076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256582 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -32710754.000000 Penalty: 6209.395996
	Iteration 91Q: 3 clusters Score -3.271075e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256583 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -32710756.000000 Penalty: 6209.395996
	Iteration 92Q: 3 clusters Score -3.271076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256586 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -32710750.000000 Penalty: 6209.395996
	Iteration 93Q: 3 clusters Score -3.271075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256588 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -32710760.000000 Penalty: 6209.395996
	Iteration 94Q: 3 clusters Score -3.271076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256589 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -32710748.000000 Penalty: 6209.395996
	Iteration 95Q: 3 clusters Score -3.271075e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256589 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -32710748.000000 Penalty: 6209.395996
	Iteration 96F: 3 clusters Score -3.271075e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1497 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 21303 members 
Mstep: Class 3 contains 67586 members 
Mstep: Class 4 contains 7674 members 
Mstep: Class 5 contains 3149 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 11610 members 
Mstep: Class 8 contains 145410 members 
Mstep: Class 9 contains 10312 members 
Mstep: Class 10 contains 217198 members 
Mstep: Class 11 contains 256589 members 
Mstep: Class 12 contains 19495 members 
Mstep: Class 13 contains 268531 members 
Mstep: Class 14 contains 4600 members 
Mstep: Class 15 contains 131577 members 
Mstep: Class 16 contains 62732 members 
Mstep: Class 17 contains 21743 members 
Mstep: Class 18 contains 148825 members 
Mstep: Class 19 contains 11632 members 
Mstep: Class 20 contains 2343 members 
Mstep: Class 21 contains 32603 members 
Mstep: Class 22 contains 39752 members 
Mstep: Class 23 contains 117547 members 
Mstep: Class 24 contains 105428 members 
Mstep: Class 25 contains 3469 members 
Mstep: Class 26 contains 244982 members 
Mstep: Class 27 contains 16880 members 
Entering Unmasked Estep 
Score: -235095984.000000 Penalty: 97116.960938
Splitting cluster 11 changes total score from -234926000.000000 to -235095984.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 12 (19495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Entering Unmasked Estep 
Score: -2318964.000000 Penalty: 2449.722656
	Iteration 0F: 2 clusters Score -2318964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -2305235.500000 Penalty: 4899.445312
	Iteration 0F: 3 clusters Score -2305236 nChanged 8526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -2309995.500000 Penalty: 4899.445312
	Iteration 1F: 3 clusters Score -2309996 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -2310989.000000 Penalty: 4899.445312
	Iteration 2F: 3 clusters Score -2310989 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -2312453.500000 Penalty: 4899.445312
	Iteration 3F: 3 clusters Score -2312454 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -2314076.750000 Penalty: 4899.445312
	Iteration 4F: 3 clusters Score -2314077 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -2315352.000000 Penalty: 4899.445312
	Iteration 5F: 3 clusters Score -2315352 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -2316171.000000 Penalty: 4899.445312
	Iteration 6F: 3 clusters Score -2316171 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -2316673.000000 Penalty: 4899.445312
	Iteration 7Q: 3 clusters Score -2316673 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -2317038.750000 Penalty: 4899.445312
	Iteration 8Q: 3 clusters Score -2317039 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -2317330.250000 Penalty: 4899.445312
	Iteration 9Q: 3 clusters Score -2317330 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -2317585.250000 Penalty: 4899.445312
	Iteration 10Q: 3 clusters Score -2317585 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -2317780.500000 Penalty: 4899.445312
	Iteration 11Q: 3 clusters Score -2317780 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -2317954.500000 Penalty: 4899.445312
	Iteration 12Q: 3 clusters Score -2317954 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -2318136.500000 Penalty: 4899.445312
	Iteration 13Q: 3 clusters Score -2318136 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -2318261.750000 Penalty: 4899.445312
	Iteration 14Q: 3 clusters Score -2318262 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -2318361.000000 Penalty: 4899.445312
	Iteration 15Q: 3 clusters Score -2318361 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -2318456.250000 Penalty: 4899.445312
	Iteration 16Q: 3 clusters Score -2318456 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -2318554.500000 Penalty: 4899.445312
	Iteration 17Q: 3 clusters Score -2318554 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -2318633.750000 Penalty: 4899.445312
	Iteration 18Q: 3 clusters Score -2318634 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -2318715.500000 Penalty: 4899.445312
	Iteration 19Q: 3 clusters Score -2318716 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -2318774.750000 Penalty: 4899.445312
	Iteration 20F: 3 clusters Score -2318775 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -2318820.500000 Penalty: 4899.445312
	Iteration 21Q: 3 clusters Score -2318820 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -2318864.000000 Penalty: 4899.445312
	Iteration 22Q: 3 clusters Score -2318864 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -2318907.500000 Penalty: 4899.445312
	Iteration 23Q: 3 clusters Score -2318908 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -2318944.250000 Penalty: 4899.445312
	Iteration 24Q: 3 clusters Score -2318944 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -2318974.500000 Penalty: 4899.445312
	Iteration 25Q: 3 clusters Score -2318974 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -2318998.250000 Penalty: 4899.445312
	Iteration 26Q: 3 clusters Score -2318998 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -2319020.500000 Penalty: 4899.445312
	Iteration 27Q: 3 clusters Score -2319020 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -2319033.750000 Penalty: 4899.445312
	Iteration 28Q: 3 clusters Score -2319034 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -2319054.000000 Penalty: 4899.445312
	Iteration 29Q: 3 clusters Score -2319054 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -2319053.750000 Penalty: 4899.445312
	Iteration 30Q: 3 clusters Score -2319054 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -2319057.250000 Penalty: 4899.445312
	Iteration 31Q: 3 clusters Score -2319057 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -2319067.750000 Penalty: 4899.445312
	Iteration 32Q: 3 clusters Score -2319068 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -2319075.250000 Penalty: 4899.445312
	Iteration 33Q: 3 clusters Score -2319075 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -2319079.750000 Penalty: 4899.445312
	Iteration 34Q: 3 clusters Score -2319080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -2319077.500000 Penalty: 4899.445312
	Iteration 35Q: 3 clusters Score -2319078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -2319078.000000 Penalty: 4899.445312
	Iteration 36Q: 3 clusters Score -2319078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -2319077.750000 Penalty: 4899.445312
	Iteration 37Q: 3 clusters Score -2319078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -2319077.750000 Penalty: 4899.445312
	Iteration 38Q: 3 clusters Score -2319078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -2319076.250000 Penalty: 4899.445312
	Iteration 39Q: 3 clusters Score -2319076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -2319078.000000 Penalty: 4899.445312
	Iteration 40F: 3 clusters Score -2319078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -2319078.750000 Penalty: 4899.445312
	Iteration 41Q: 3 clusters Score -2319079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -2319080.750000 Penalty: 4899.445312
	Iteration 42Q: 3 clusters Score -2319081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -2319082.500000 Penalty: 4899.445312
	Iteration 43Q: 3 clusters Score -2319082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -2319085.250000 Penalty: 4899.445312
	Iteration 44Q: 3 clusters Score -2319085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -2319084.750000 Penalty: 4899.445312
	Iteration 45Q: 3 clusters Score -2319085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -2319082.500000 Penalty: 4899.445312
	Iteration 46Q: 3 clusters Score -2319082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -2319085.250000 Penalty: 4899.445312
	Iteration 47Q: 3 clusters Score -2319085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -2319081.250000 Penalty: 4899.445312
	Iteration 48Q: 3 clusters Score -2319081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -2319085.250000 Penalty: 4899.445312
	Iteration 49Q: 3 clusters Score -2319085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -2319085.000000 Penalty: 4899.445312
	Iteration 50Q: 3 clusters Score -2319085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -2319084.750000 Penalty: 4899.445312
	Iteration 51Q: 3 clusters Score -2319085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -2319085.000000 Penalty: 4899.445312
	Iteration 52Q: 3 clusters Score -2319085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -2319085.000000 Penalty: 4899.445312
	Iteration 53F: 3 clusters Score -2319085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1497 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 21303 members 
Mstep: Class 3 contains 67586 members 
Mstep: Class 4 contains 7674 members 
Mstep: Class 5 contains 3149 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 11610 members 
Mstep: Class 8 contains 145410 members 
Mstep: Class 9 contains 10312 members 
Mstep: Class 10 contains 217198 members 
Mstep: Class 11 contains 256589 members 
Mstep: Class 12 contains 3839 members 
Mstep: Class 13 contains 268531 members 
Mstep: Class 14 contains 4600 members 
Mstep: Class 15 contains 131577 members 
Mstep: Class 16 contains 62732 members 
Mstep: Class 17 contains 21743 members 
Mstep: Class 18 contains 148825 members 
Mstep: Class 19 contains 11632 members 
Mstep: Class 20 contains 2343 members 
Mstep: Class 21 contains 32603 members 
Mstep: Class 22 contains 39752 members 
Mstep: Class 23 contains 117547 members 
Mstep: Class 24 contains 105428 members 
Mstep: Class 25 contains 3469 members 
Mstep: Class 26 contains 244982 members 
Mstep: Class 27 contains 16880 members 
Mstep: Class 28 contains 15656 members 
Entering Unmasked Estep 
Score: -235095344.000000 Penalty: 100713.882812
Splitting cluster 12 changes total score from -234926000.000000 to -235095344.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 13 (268531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268531 members 
Entering Unmasked Estep 
Score: -32777020.000000 Penalty: 3100.178955
	Iteration 0F: 2 clusters Score -3.277702e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134286 members 
Mstep: Class 2 contains 134245 members 
Entering Unmasked Estep 
Score: -32616414.000000 Penalty: 6200.357910
	Iteration 0F: 3 clusters Score -3.261641e+07 nChanged 129807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129879 members 
Mstep: Class 2 contains 138652 members 
Entering Unmasked Estep 
Score: -32693486.000000 Penalty: 6200.357910
	Iteration 1F: 3 clusters Score -3.269349e+07 nChanged 8745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126712 members 
Mstep: Class 2 contains 141819 members 
Entering Unmasked Estep 
Score: -32695964.000000 Penalty: 6200.357910
	Iteration 2Q: 3 clusters Score -3.269596e+07 nChanged 10891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121799 members 
Mstep: Class 2 contains 146732 members 
Entering Unmasked Estep 
Score: -32699760.000000 Penalty: 6200.357910
	Iteration 3Q: 3 clusters Score -3.269976e+07 nChanged 13034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114855 members 
Mstep: Class 2 contains 153676 members 
Entering Unmasked Estep 
Score: -32704958.000000 Penalty: 6200.357910
	Iteration 4Q: 3 clusters Score -3.270496e+07 nChanged 14764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105849 members 
Mstep: Class 2 contains 162682 members 
Entering Unmasked Estep 
Score: -32711746.000000 Penalty: 6200.357910
	Iteration 5F: 3 clusters Score -3.271175e+07 nChanged 15858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94709 members 
Mstep: Class 2 contains 173822 members 
Entering Unmasked Estep 
Score: -32719732.000000 Penalty: 6200.357910
	Iteration 6F: 3 clusters Score -3.271973e+07 nChanged 16631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81376 members 
Mstep: Class 2 contains 187155 members 
Entering Unmasked Estep 
Score: -32728242.000000 Penalty: 6200.357910
	Iteration 7F: 3 clusters Score -3.272824e+07 nChanged 16947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66343 members 
Mstep: Class 2 contains 202188 members 
Entering Unmasked Estep 
Score: -32736310.000000 Penalty: 6200.357910
	Iteration 8F: 3 clusters Score -3.273631e+07 nChanged 16338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50867 members 
Mstep: Class 2 contains 217664 members 
Entering Unmasked Estep 
Score: -32743724.000000 Penalty: 6200.357910
	Iteration 9F: 3 clusters Score -3.274372e+07 nChanged 14681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36456 members 
Mstep: Class 2 contains 232075 members 
Entering Unmasked Estep 
Score: -32751488.000000 Penalty: 6200.357910
	Iteration 10F: 3 clusters Score -3.275149e+07 nChanged 12143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 244152 members 
Entering Unmasked Estep 
Score: -32757950.000000 Penalty: 6200.357910
	Iteration 11Q: 3 clusters Score -3.275795e+07 nChanged 9242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 253380 members 
Entering Unmasked Estep 
Score: -32764372.000000 Penalty: 6200.357910
	Iteration 12Q: 3 clusters Score -3.276437e+07 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 259572 members 
Entering Unmasked Estep 
Score: -32768578.000000 Penalty: 6200.357910
	Iteration 13Q: 3 clusters Score -3.276858e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 263252 members 
Entering Unmasked Estep 
Score: -32771214.000000 Penalty: 6200.357910
	Iteration 14Q: 3 clusters Score -3.277121e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 265313 members 
Entering Unmasked Estep 
Score: -32772454.000000 Penalty: 6200.357910
	Iteration 15Q: 3 clusters Score -3.277245e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 266423 members 
Entering Unmasked Estep 
Score: -32773300.000000 Penalty: 6200.357910
	Iteration 16Q: 3 clusters Score -3.27733e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 266978 members 
Entering Unmasked Estep 
Score: -32773672.000000 Penalty: 6200.357910
	Iteration 17Q: 3 clusters Score -3.277367e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 267266 members 
Entering Unmasked Estep 
Score: -32773886.000000 Penalty: 6200.357910
	Iteration 18Q: 3 clusters Score -3.277389e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 267419 members 
Entering Unmasked Estep 
Score: -32773934.000000 Penalty: 6200.357910
	Iteration 19Q: 3 clusters Score -3.277393e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 267519 members 
Entering Unmasked Estep 
Score: -32773972.000000 Penalty: 6200.357910
	Iteration 20F: 3 clusters Score -3.277397e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 267578 members 
Entering Unmasked Estep 
Score: -32774026.000000 Penalty: 6200.357910
	Iteration 21Q: 3 clusters Score -3.277403e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 267622 members 
Entering Unmasked Estep 
Score: -32774100.000000 Penalty: 6200.357910
	Iteration 22Q: 3 clusters Score -3.27741e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 267654 members 
Entering Unmasked Estep 
Score: -32774130.000000 Penalty: 6200.357910
	Iteration 23Q: 3 clusters Score -3.277413e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 267688 members 
Entering Unmasked Estep 
Score: -32774176.000000 Penalty: 6200.357910
	Iteration 24Q: 3 clusters Score -3.277418e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 267710 members 
Entering Unmasked Estep 
Score: -32774170.000000 Penalty: 6200.357910
	Iteration 25Q: 3 clusters Score -3.277417e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 267733 members 
Entering Unmasked Estep 
Score: -32774174.000000 Penalty: 6200.357910
	Iteration 26Q: 3 clusters Score -3.277417e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 267757 members 
Entering Unmasked Estep 
Score: -32774208.000000 Penalty: 6200.357910
	Iteration 27Q: 3 clusters Score -3.277421e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 267769 members 
Entering Unmasked Estep 
Score: -32774232.000000 Penalty: 6200.357910
	Iteration 28Q: 3 clusters Score -3.277423e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 267778 members 
Entering Unmasked Estep 
Score: -32774228.000000 Penalty: 6200.357910
	Iteration 29Q: 3 clusters Score -3.277423e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 267781 members 
Entering Unmasked Estep 
Score: -32774218.000000 Penalty: 6200.357910
	Iteration 30Q: 3 clusters Score -3.277422e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 267788 members 
Entering Unmasked Estep 
Score: -32774234.000000 Penalty: 6200.357910
	Iteration 31Q: 3 clusters Score -3.277423e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 267788 members 
Entering Unmasked Estep 
Score: -32774252.000000 Penalty: 6200.357910
	Iteration 32Q: 3 clusters Score -3.277425e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 267791 members 
Entering Unmasked Estep 
Score: -32774270.000000 Penalty: 6200.357910
	Iteration 33Q: 3 clusters Score -3.277427e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 267793 members 
Entering Unmasked Estep 
Score: -32774266.000000 Penalty: 6200.357910
	Iteration 34Q: 3 clusters Score -3.277427e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 267794 members 
Entering Unmasked Estep 
Score: -32774268.000000 Penalty: 6200.357910
	Iteration 35Q: 3 clusters Score -3.277427e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 267794 members 
Entering Unmasked Estep 
Score: -32774260.000000 Penalty: 6200.357910
	Iteration 36Q: 3 clusters Score -3.277426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 267794 members 
Entering Unmasked Estep 
Score: -32774262.000000 Penalty: 6200.357910
	Iteration 37Q: 3 clusters Score -3.277426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 267796 members 
Entering Unmasked Estep 
Score: -32774252.000000 Penalty: 6200.357910
	Iteration 38Q: 3 clusters Score -3.277425e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 267797 members 
Entering Unmasked Estep 
Score: -32774264.000000 Penalty: 6200.357910
	Iteration 39Q: 3 clusters Score -3.277426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 267797 members 
Entering Unmasked Estep 
Score: -32774258.000000 Penalty: 6200.357910
	Iteration 40F: 3 clusters Score -3.277426e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 267793 members 
Entering Unmasked Estep 
Score: -32774262.000000 Penalty: 6200.357910
	Iteration 41Q: 3 clusters Score -3.277426e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 267793 members 
Entering Unmasked Estep 
Score: -32774262.000000 Penalty: 6200.357910
	Iteration 42F: 3 clusters Score -3.277426e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Entering Unmasked Estep 
Score: -472096.906250 Penalty: 2091.585205
	Iteration 0F: 2 clusters Score -472096.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -468046.812500 Penalty: 4183.170410
	Iteration 0F: 3 clusters Score -468046.8 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -472041.125000 Penalty: 4183.170410
	Iteration 1F: 3 clusters Score -472041.1 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -477148.531250 Penalty: 4183.170410
	Iteration 2F: 3 clusters Score -477148.5 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -483443.625000 Penalty: 4183.170410
	Iteration 3F: 3 clusters Score -483443.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -486624.000000 Penalty: 4183.170410
	Iteration 4F: 3 clusters Score -486624 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -487118.343750 Penalty: 4183.170410
	Iteration 5Q: 3 clusters Score -487118.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -487122.281250 Penalty: 4183.170410
	Iteration 6Q: 3 clusters Score -487122.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -487123.093750 Penalty: 4183.170410
	Iteration 7Q: 3 clusters Score -487123.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -487123.093750 Penalty: 4183.170410
	Iteration 8F: 3 clusters Score -487123.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1497 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 21303 members 
Mstep: Class 3 contains 67586 members 
Mstep: Class 4 contains 7674 members 
Mstep: Class 5 contains 3149 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 11610 members 
Mstep: Class 8 contains 145410 members 
Mstep: Class 9 contains 10312 members 
Mstep: Class 10 contains 217198 members 
Mstep: Class 11 contains 256589 members 
Mstep: Class 12 contains 3839 members 
Mstep: Class 13 contains 268531 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 131577 members 
Mstep: Class 16 contains 62732 members 
Mstep: Class 17 contains 21743 members 
Mstep: Class 18 contains 148825 members 
Mstep: Class 19 contains 11632 members 
Mstep: Class 20 contains 2343 members 
Mstep: Class 21 contains 32603 members 
Mstep: Class 22 contains 39752 members 
Mstep: Class 23 contains 117547 members 
Mstep: Class 24 contains 105428 members 
Mstep: Class 25 contains 3469 members 
Mstep: Class 26 contains 244982 members 
Mstep: Class 27 contains 16880 members 
Mstep: Class 28 contains 15656 members 
Mstep: Class 29 contains 3311 members 
Entering Unmasked Estep 
Score: -235108912.000000 Penalty: 104310.812500
Splitting cluster 14 changes total score from -234926000.000000 to -235108912.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 15 (131577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131577 members 
Entering Unmasked Estep 
Score: -15974761.000000 Penalty: 2923.262207
	Iteration 0F: 2 clusters Score -1.597476e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65853 members 
Mstep: Class 2 contains 65724 members 
Entering Unmasked Estep 
Score: -15886908.000000 Penalty: 5846.524414
	Iteration 0F: 3 clusters Score -1.588691e+07 nChanged 62672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65553 members 
Mstep: Class 2 contains 66024 members 
Entering Unmasked Estep 
Score: -15922572.000000 Penalty: 5846.524414
	Iteration 1F: 3 clusters Score -1.592257e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65203 members 
Mstep: Class 2 contains 66374 members 
Entering Unmasked Estep 
Score: -15923528.000000 Penalty: 5846.524414
	Iteration 2Q: 3 clusters Score -1.592353e+07 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64685 members 
Mstep: Class 2 contains 66892 members 
Entering Unmasked Estep 
Score: -15924527.000000 Penalty: 5846.524414
	Iteration 3Q: 3 clusters Score -1.592453e+07 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64068 members 
Mstep: Class 2 contains 67509 members 
Entering Unmasked Estep 
Score: -15925972.000000 Penalty: 5846.524414
	Iteration 4Q: 3 clusters Score -1.592597e+07 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63311 members 
Mstep: Class 2 contains 68266 members 
Entering Unmasked Estep 
Score: -15927760.000000 Penalty: 5846.524414
	Iteration 5Q: 3 clusters Score -1.592776e+07 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62335 members 
Mstep: Class 2 contains 69242 members 
Entering Unmasked Estep 
Score: -15930410.000000 Penalty: 5846.524414
	Iteration 6Q: 3 clusters Score -1.593041e+07 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61068 members 
Mstep: Class 2 contains 70509 members 
Entering Unmasked Estep 
Score: -15934213.000000 Penalty: 5846.524414
	Iteration 7F: 3 clusters Score -1.593421e+07 nChanged 7793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59315 members 
Mstep: Class 2 contains 72262 members 
Entering Unmasked Estep 
Score: -15939350.000000 Penalty: 5846.524414
	Iteration 8F: 3 clusters Score -1.593935e+07 nChanged 8528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57057 members 
Mstep: Class 2 contains 74520 members 
Entering Unmasked Estep 
Score: -15945344.000000 Penalty: 5846.524414
	Iteration 9F: 3 clusters Score -1.594534e+07 nChanged 8406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54453 members 
Mstep: Class 2 contains 77124 members 
Entering Unmasked Estep 
Score: -15951647.000000 Penalty: 5846.524414
	Iteration 10F: 3 clusters Score -1.595165e+07 nChanged 7255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51618 members 
Mstep: Class 2 contains 79959 members 
Entering Unmasked Estep 
Score: -15956521.000000 Penalty: 5846.524414
	Iteration 11F: 3 clusters Score -1.595652e+07 nChanged 5870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48690 members 
Mstep: Class 2 contains 82887 members 
Entering Unmasked Estep 
Score: -15960570.000000 Penalty: 5846.524414
	Iteration 12Q: 3 clusters Score -1.596057e+07 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45740 members 
Mstep: Class 2 contains 85837 members 
Entering Unmasked Estep 
Score: -15963646.000000 Penalty: 5846.524414
	Iteration 13Q: 3 clusters Score -1.596365e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42864 members 
Mstep: Class 2 contains 88713 members 
Entering Unmasked Estep 
Score: -15966011.000000 Penalty: 5846.524414
	Iteration 14Q: 3 clusters Score -1.596601e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40090 members 
Mstep: Class 2 contains 91487 members 
Entering Unmasked Estep 
Score: -15968331.000000 Penalty: 5846.524414
	Iteration 15Q: 3 clusters Score -1.596833e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 93920 members 
Entering Unmasked Estep 
Score: -15970034.000000 Penalty: 5846.524414
	Iteration 16Q: 3 clusters Score -1.597003e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35421 members 
Mstep: Class 2 contains 96156 members 
Entering Unmasked Estep 
Score: -15971744.000000 Penalty: 5846.524414
	Iteration 17Q: 3 clusters Score -1.597174e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33444 members 
Mstep: Class 2 contains 98133 members 
Entering Unmasked Estep 
Score: -15973116.000000 Penalty: 5846.524414
	Iteration 18Q: 3 clusters Score -1.597312e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 99857 members 
Entering Unmasked Estep 
Score: -15974482.000000 Penalty: 5846.524414
	Iteration 19Q: 3 clusters Score -1.597448e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 101316 members 
Entering Unmasked Estep 
Score: -15975485.000000 Penalty: 5846.524414
	Iteration 20F: 3 clusters Score -1.597548e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 102515 members 
Entering Unmasked Estep 
Score: -15976296.000000 Penalty: 5846.524414
	Iteration 21Q: 3 clusters Score -1.59763e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 103442 members 
Entering Unmasked Estep 
Score: -15976753.000000 Penalty: 5846.524414
	Iteration 22Q: 3 clusters Score -1.597675e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 104104 members 
Entering Unmasked Estep 
Score: -15977009.000000 Penalty: 5846.524414
	Iteration 23Q: 3 clusters Score -1.597701e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 104558 members 
Entering Unmasked Estep 
Score: -15977162.000000 Penalty: 5846.524414
	Iteration 24Q: 3 clusters Score -1.597716e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 104877 members 
Entering Unmasked Estep 
Score: -15977274.000000 Penalty: 5846.524414
	Iteration 25Q: 3 clusters Score -1.597727e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 105104 members 
Entering Unmasked Estep 
Score: -15977300.000000 Penalty: 5846.524414
	Iteration 26Q: 3 clusters Score -1.59773e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 105252 members 
Entering Unmasked Estep 
Score: -15977353.000000 Penalty: 5846.524414
	Iteration 27Q: 3 clusters Score -1.597735e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 105332 members 
Entering Unmasked Estep 
Score: -15977390.000000 Penalty: 5846.524414
	Iteration 28Q: 3 clusters Score -1.597739e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 105384 members 
Entering Unmasked Estep 
Score: -15977388.000000 Penalty: 5846.524414
	Iteration 29Q: 3 clusters Score -1.597739e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 105406 members 
Entering Unmasked Estep 
Score: -15977385.000000 Penalty: 5846.524414
	Iteration 30Q: 3 clusters Score -1.597738e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 105415 members 
Entering Unmasked Estep 
Score: -15977385.000000 Penalty: 5846.524414
	Iteration 31Q: 3 clusters Score -1.597738e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 105421 members 
Entering Unmasked Estep 
Score: -15977394.000000 Penalty: 5846.524414
	Iteration 32Q: 3 clusters Score -1.597739e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 105414 members 
Entering Unmasked Estep 
Score: -15977402.000000 Penalty: 5846.524414
	Iteration 33Q: 3 clusters Score -1.59774e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 105421 members 
Entering Unmasked Estep 
Score: -15977393.000000 Penalty: 5846.524414
	Iteration 34Q: 3 clusters Score -1.597739e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 105427 members 
Entering Unmasked Estep 
Score: -15977401.000000 Penalty: 5846.524414
	Iteration 35Q: 3 clusters Score -1.59774e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 105433 members 
Entering Unmasked Estep 
Score: -15977386.000000 Penalty: 5846.524414
	Iteration 36Q: 3 clusters Score -1.597739e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 105438 members 
Entering Unmasked Estep 
Score: -15977399.000000 Penalty: 5846.524414
	Iteration 37Q: 3 clusters Score -1.59774e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 105437 members 
Entering Unmasked Estep 
Score: -15977398.000000 Penalty: 5846.524414
	Iteration 38Q: 3 clusters Score -1.59774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 105437 members 
Entering Unmasked Estep 
Score: -15977402.000000 Penalty: 5846.524414
	Iteration 39Q: 3 clusters Score -1.59774e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 105436 members 
Entering Unmasked Estep 
Score: -15977402.000000 Penalty: 5846.524414
	Iteration 40F: 3 clusters Score -1.59774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 105436 members 
Entering Unmasked Estep 
Score: -15977404.000000 Penalty: 5846.524414
	Iteration 41Q: 3 clusters Score -1.59774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 105438 members 
Entering Unmasked Estep 
Score: -15977406.000000 Penalty: 5846.524414
	Iteration 42Q: 3 clusters Score -1.597741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 105441 members 
Entering Unmasked Estep 
Score: -15977395.000000 Penalty: 5846.524414
	Iteration 43Q: 3 clusters Score -1.59774e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 105442 members 
Entering Unmasked Estep 
Score: -15977397.000000 Penalty: 5846.524414
	Iteration 44Q: 3 clusters Score -1.59774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 105440 members 
Entering Unmasked Estep 
Score: -15977403.000000 Penalty: 5846.524414
	Iteration 45Q: 3 clusters Score -1.59774e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 105440 members 
Entering Unmasked Estep 
Score: -15977403.000000 Penalty: 5846.524414
	Iteration 46F: 3 clusters Score -1.59774e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1497 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 21303 members 
Mstep: Class 3 contains 67586 members 
Mstep: Class 4 contains 7674 members 
Mstep: Class 5 contains 3149 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 11610 members 
Mstep: Class 8 contains 145410 members 
Mstep: Class 9 contains 10312 members 
Mstep: Class 10 contains 217198 members 
Mstep: Class 11 contains 256589 members 
Mstep: Class 12 contains 3839 members 
Mstep: Class 13 contains 268531 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 26137 members 
Mstep: Class 16 contains 62732 members 
Mstep: Class 17 contains 21743 members 
Mstep: Class 18 contains 148825 members 
Mstep: Class 19 contains 11632 members 
Mstep: Class 20 contains 2343 members 
Mstep: Class 21 contains 32603 members 
Mstep: Class 22 contains 39752 members 
Mstep: Class 23 contains 117547 members 
Mstep: Class 24 contains 105428 members 
Mstep: Class 25 contains 3469 members 
Mstep: Class 26 contains 244982 members 
Mstep: Class 27 contains 16880 members 
Mstep: Class 28 contains 15656 members 
Mstep: Class 29 contains 3311 members 
Mstep: Class 30 contains 105440 members 
Entering Unmasked Estep 
Score: -235113472.000000 Penalty: 107907.734375
Splitting cluster 15 changes total score from -234926000.000000 to -235113472.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 16 (62732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62732 members 
Entering Unmasked Estep 
Score: -7103512.000000 Penalty: 2739.563477
	Iteration 0F: 2 clusters Score -7103512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -7061653.500000 Penalty: 5479.126953
	Iteration 0F: 3 clusters Score -7061654 nChanged 29084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32064 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
Score: -7079311.000000 Penalty: 5479.126953
	Iteration 1F: 3 clusters Score -7079311 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32729 members 
Mstep: Class 2 contains 30003 members 
Entering Unmasked Estep 
Score: -7081885.000000 Penalty: 5479.126953
	Iteration 2F: 3 clusters Score -7081885 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33895 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -7084777.000000 Penalty: 5479.126953
	Iteration 3F: 3 clusters Score -7084777 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35629 members 
Mstep: Class 2 contains 27103 members 
Entering Unmasked Estep 
Score: -7087805.500000 Penalty: 5479.126953
	Iteration 4F: 3 clusters Score -7087806 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37683 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -7090624.500000 Penalty: 5479.126953
	Iteration 5F: 3 clusters Score -7090624 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39881 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -7093016.000000 Penalty: 5479.126953
	Iteration 6F: 3 clusters Score -7093016 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42129 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -7094911.000000 Penalty: 5479.126953
	Iteration 7F: 3 clusters Score -7094911 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44250 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -7096481.500000 Penalty: 5479.126953
	Iteration 8Q: 3 clusters Score -7096482 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46396 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -7097884.000000 Penalty: 5479.126953
	Iteration 9Q: 3 clusters Score -7097884 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48461 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -7099115.500000 Penalty: 5479.126953
	Iteration 10Q: 3 clusters Score -7099116 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50429 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -7100368.500000 Penalty: 5479.126953
	Iteration 11Q: 3 clusters Score -7100368 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52307 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -7101530.500000 Penalty: 5479.126953
	Iteration 12Q: 3 clusters Score -7101530 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53965 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -7102526.000000 Penalty: 5479.126953
	Iteration 13Q: 3 clusters Score -7102526 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55333 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -7103290.000000 Penalty: 5479.126953
	Iteration 14Q: 3 clusters Score -7103290 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56384 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -7103879.000000 Penalty: 5479.126953
	Iteration 15Q: 3 clusters Score -7103879 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57213 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -7104371.000000 Penalty: 5479.126953
	Iteration 16Q: 3 clusters Score -7104371 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57846 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -7104780.500000 Penalty: 5479.126953
	Iteration 17Q: 3 clusters Score -7104780 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58266 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -7105025.500000 Penalty: 5479.126953
	Iteration 18Q: 3 clusters Score -7105026 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58539 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -7105119.500000 Penalty: 5479.126953
	Iteration 19Q: 3 clusters Score -7105120 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58753 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -7105191.500000 Penalty: 5479.126953
	Iteration 20F: 3 clusters Score -7105192 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58903 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -7105242.000000 Penalty: 5479.126953
	Iteration 21Q: 3 clusters Score -7105242 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59026 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -7105308.000000 Penalty: 5479.126953
	Iteration 22Q: 3 clusters Score -7105308 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59112 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -7105334.000000 Penalty: 5479.126953
	Iteration 23Q: 3 clusters Score -7105334 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59188 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -7105353.500000 Penalty: 5479.126953
	Iteration 24Q: 3 clusters Score -7105354 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59243 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -7105379.500000 Penalty: 5479.126953
	Iteration 25Q: 3 clusters Score -7105380 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59281 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -7105381.500000 Penalty: 5479.126953
	Iteration 26Q: 3 clusters Score -7105382 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59300 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -7105390.000000 Penalty: 5479.126953
	Iteration 27Q: 3 clusters Score -7105390 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59313 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -7105398.500000 Penalty: 5479.126953
	Iteration 28Q: 3 clusters Score -7105398 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59324 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -7105392.000000 Penalty: 5479.126953
	Iteration 29Q: 3 clusters Score -7105392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59333 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -7105394.000000 Penalty: 5479.126953
	Iteration 30Q: 3 clusters Score -7105394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59342 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -7105406.000000 Penalty: 5479.126953
	Iteration 31Q: 3 clusters Score -7105406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59344 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -7105404.500000 Penalty: 5479.126953
	Iteration 32Q: 3 clusters Score -7105404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59347 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -7105407.500000 Penalty: 5479.126953
	Iteration 33Q: 3 clusters Score -7105408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59349 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -7105401.500000 Penalty: 5479.126953
	Iteration 34Q: 3 clusters Score -7105402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59353 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -7105410.500000 Penalty: 5479.126953
	Iteration 35Q: 3 clusters Score -7105410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59358 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -7105406.000000 Penalty: 5479.126953
	Iteration 36Q: 3 clusters Score -7105406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59366 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -7105413.000000 Penalty: 5479.126953
	Iteration 37Q: 3 clusters Score -7105413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59368 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -7105424.500000 Penalty: 5479.126953
	Iteration 38Q: 3 clusters Score -7105424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59373 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -7105419.000000 Penalty: 5479.126953
	Iteration 39Q: 3 clusters Score -7105419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59377 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -7105431.000000 Penalty: 5479.126953
	Iteration 40F: 3 clusters Score -7105431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59380 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -7105434.000000 Penalty: 5479.126953
	Iteration 41Q: 3 clusters Score -7105434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59380 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -7105432.500000 Penalty: 5479.126953
	Iteration 42Q: 3 clusters Score -7105432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59382 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -7105440.500000 Penalty: 5479.126953
	Iteration 43Q: 3 clusters Score -7105440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59389 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -7105436.500000 Penalty: 5479.126953
	Iteration 44Q: 3 clusters Score -7105436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59395 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -7105437.500000 Penalty: 5479.126953
	Iteration 45Q: 3 clusters Score -7105438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59399 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -7105439.000000 Penalty: 5479.126953
	Iteration 46Q: 3 clusters Score -7105439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59404 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -7105443.000000 Penalty: 5479.126953
	Iteration 47Q: 3 clusters Score -7105443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59406 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -7105449.000000 Penalty: 5479.126953
	Iteration 48Q: 3 clusters Score -7105449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59412 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -7105451.500000 Penalty: 5479.126953
	Iteration 49Q: 3 clusters Score -7105452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59416 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -7105454.500000 Penalty: 5479.126953
	Iteration 50Q: 3 clusters Score -7105454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59421 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -7105449.500000 Penalty: 5479.126953
	Iteration 51Q: 3 clusters Score -7105450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59425 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -7105454.000000 Penalty: 5479.126953
	Iteration 52Q: 3 clusters Score -7105454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59426 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -7105450.500000 Penalty: 5479.126953
	Iteration 53Q: 3 clusters Score -7105450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59427 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -7105445.000000 Penalty: 5479.126953
	Iteration 54Q: 3 clusters Score -7105445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59427 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -7105445.000000 Penalty: 5479.126953
	Iteration 55F: 3 clusters Score -7105445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1497 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 21303 members 
Mstep: Class 3 contains 67586 members 
Mstep: Class 4 contains 7674 members 
Mstep: Class 5 contains 3149 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 11610 members 
Mstep: Class 8 contains 145410 members 
Mstep: Class 9 contains 10312 members 
Mstep: Class 10 contains 217198 members 
Mstep: Class 11 contains 256589 members 
Mstep: Class 12 contains 3839 members 
Mstep: Class 13 contains 268531 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 26137 members 
Mstep: Class 16 contains 59427 members 
Mstep: Class 17 contains 21743 members 
Mstep: Class 18 contains 148825 members 
Mstep: Class 19 contains 11632 members 
Mstep: Class 20 contains 2343 members 
Mstep: Class 21 contains 32603 members 
Mstep: Class 22 contains 39752 members 
Mstep: Class 23 contains 117547 members 
Mstep: Class 24 contains 105428 members 
Mstep: Class 25 contains 3469 members 
Mstep: Class 26 contains 244982 members 
Mstep: Class 27 contains 16880 members 
Mstep: Class 28 contains 15656 members 
Mstep: Class 29 contains 3311 members 
Mstep: Class 30 contains 105440 members 
Mstep: Class 31 contains 3305 members 
Entering Unmasked Estep 
Score: -235114848.000000 Penalty: 111504.664062
Splitting cluster 16 changes total score from -234926000.000000 to -235114848.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 17 (21743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Entering Unmasked Estep 
Score: -2434814.250000 Penalty: 2476.787598
	Iteration 0F: 2 clusters Score -2434814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -2419710.000000 Penalty: 4953.575195
	Iteration 0F: 3 clusters Score -2419710 nChanged 9503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -2425451.500000 Penalty: 4953.575195
	Iteration 1F: 3 clusters Score -2425452 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -2426979.250000 Penalty: 4953.575195
	Iteration 2F: 3 clusters Score -2426979 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -2428452.750000 Penalty: 4953.575195
	Iteration 3F: 3 clusters Score -2428453 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -2429710.750000 Penalty: 4953.575195
	Iteration 4F: 3 clusters Score -2429711 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -2430736.500000 Penalty: 4953.575195
	Iteration 5F: 3 clusters Score -2430736 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -2431549.500000 Penalty: 4953.575195
	Iteration 6F: 3 clusters Score -2431550 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -2432169.000000 Penalty: 4953.575195
	Iteration 7Q: 3 clusters Score -2432169 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -2432653.250000 Penalty: 4953.575195
	Iteration 8Q: 3 clusters Score -2432653 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -2433090.750000 Penalty: 4953.575195
	Iteration 9Q: 3 clusters Score -2433091 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -2433504.000000 Penalty: 4953.575195
	Iteration 10Q: 3 clusters Score -2433504 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -2433871.250000 Penalty: 4953.575195
	Iteration 11Q: 3 clusters Score -2433871 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -2434184.250000 Penalty: 4953.575195
	Iteration 12Q: 3 clusters Score -2434184 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -2434381.750000 Penalty: 4953.575195
	Iteration 13Q: 3 clusters Score -2434382 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -2434501.250000 Penalty: 4953.575195
	Iteration 14Q: 3 clusters Score -2434501 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2434600.000000 Penalty: 4953.575195
	Iteration 15Q: 3 clusters Score -2434600 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -2434693.500000 Penalty: 4953.575195
	Iteration 16Q: 3 clusters Score -2434694 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2434773.250000 Penalty: 4953.575195
	Iteration 17Q: 3 clusters Score -2434773 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2434845.250000 Penalty: 4953.575195
	Iteration 18Q: 3 clusters Score -2434845 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2434901.500000 Penalty: 4953.575195
	Iteration 19Q: 3 clusters Score -2434902 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2434943.250000 Penalty: 4953.575195
	Iteration 20F: 3 clusters Score -2434943 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2434972.250000 Penalty: 4953.575195
	Iteration 21Q: 3 clusters Score -2434972 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2435013.000000 Penalty: 4953.575195
	Iteration 22Q: 3 clusters Score -2435013 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2435037.750000 Penalty: 4953.575195
	Iteration 23Q: 3 clusters Score -2435038 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2435057.250000 Penalty: 4953.575195
	Iteration 24Q: 3 clusters Score -2435057 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2435085.750000 Penalty: 4953.575195
	Iteration 25Q: 3 clusters Score -2435086 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2435108.500000 Penalty: 4953.575195
	Iteration 26Q: 3 clusters Score -2435108 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2435125.750000 Penalty: 4953.575195
	Iteration 27Q: 3 clusters Score -2435126 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2435145.500000 Penalty: 4953.575195
	Iteration 28Q: 3 clusters Score -2435146 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2435164.000000 Penalty: 4953.575195
	Iteration 29Q: 3 clusters Score -2435164 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2435184.750000 Penalty: 4953.575195
	Iteration 30Q: 3 clusters Score -2435185 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2435200.500000 Penalty: 4953.575195
	Iteration 31Q: 3 clusters Score -2435200 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2435202.250000 Penalty: 4953.575195
	Iteration 32Q: 3 clusters Score -2435202 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2435210.250000 Penalty: 4953.575195
	Iteration 33Q: 3 clusters Score -2435210 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2435219.750000 Penalty: 4953.575195
	Iteration 34Q: 3 clusters Score -2435220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2435231.750000 Penalty: 4953.575195
	Iteration 35Q: 3 clusters Score -2435232 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2435252.250000 Penalty: 4953.575195
	Iteration 36Q: 3 clusters Score -2435252 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2435266.500000 Penalty: 4953.575195
	Iteration 37Q: 3 clusters Score -2435266 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2435280.250000 Penalty: 4953.575195
	Iteration 38Q: 3 clusters Score -2435280 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2435289.750000 Penalty: 4953.575195
	Iteration 39Q: 3 clusters Score -2435290 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2435296.000000 Penalty: 4953.575195
	Iteration 40F: 3 clusters Score -2435296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2435302.750000 Penalty: 4953.575195
	Iteration 41Q: 3 clusters Score -2435303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2435308.750000 Penalty: 4953.575195
	Iteration 42Q: 3 clusters Score -2435309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2435311.750000 Penalty: 4953.575195
	Iteration 43Q: 3 clusters Score -2435312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2435309.250000 Penalty: 4953.575195
	Iteration 44Q: 3 clusters Score -2435309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2435308.000000 Penalty: 4953.575195
	Iteration 45Q: 3 clusters Score -2435308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2435309.250000 Penalty: 4953.575195
	Iteration 46Q: 3 clusters Score -2435309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2435309.250000 Penalty: 4953.575195
	Iteration 47Q: 3 clusters Score -2435309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2435313.000000 Penalty: 4953.575195
	Iteration 48Q: 3 clusters Score -2435313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2435317.500000 Penalty: 4953.575195
	Iteration 49Q: 3 clusters Score -2435318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2435318.250000 Penalty: 4953.575195
	Iteration 50Q: 3 clusters Score -2435318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2435318.000000 Penalty: 4953.575195
	Iteration 51Q: 3 clusters Score -2435318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2435316.250000 Penalty: 4953.575195
	Iteration 52Q: 3 clusters Score -2435316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2435317.000000 Penalty: 4953.575195
	Iteration 53Q: 3 clusters Score -2435317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2435319.000000 Penalty: 4953.575195
	Iteration 54Q: 3 clusters Score -2435319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2435318.750000 Penalty: 4953.575195
	Iteration 55Q: 3 clusters Score -2435319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2435324.750000 Penalty: 4953.575195
	Iteration 56Q: 3 clusters Score -2435325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2435327.000000 Penalty: 4953.575195
	Iteration 57Q: 3 clusters Score -2435327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2435328.250000 Penalty: 4953.575195
	Iteration 58Q: 3 clusters Score -2435328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2435327.750000 Penalty: 4953.575195
	Iteration 59Q: 3 clusters Score -2435328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2435329.750000 Penalty: 4953.575195
	Iteration 60F: 3 clusters Score -2435330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2435330.250000 Penalty: 4953.575195
	Iteration 61Q: 3 clusters Score -2435330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2435329.250000 Penalty: 4953.575195
	Iteration 62Q: 3 clusters Score -2435329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2435331.750000 Penalty: 4953.575195
	Iteration 63Q: 3 clusters Score -2435332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2435328.750000 Penalty: 4953.575195
	Iteration 64Q: 3 clusters Score -2435329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2435331.000000 Penalty: 4953.575195
	Iteration 65Q: 3 clusters Score -2435331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2435331.000000 Penalty: 4953.575195
	Iteration 66F: 3 clusters Score -2435331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1497 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 21303 members 
Mstep: Class 3 contains 67586 members 
Mstep: Class 4 contains 7674 members 
Mstep: Class 5 contains 3149 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 11610 members 
Mstep: Class 8 contains 145410 members 
Mstep: Class 9 contains 10312 members 
Mstep: Class 10 contains 217198 members 
Mstep: Class 11 contains 256589 members 
Mstep: Class 12 contains 3839 members 
Mstep: Class 13 contains 268531 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 26137 members 
Mstep: Class 16 contains 59427 members 
Mstep: Class 17 contains 20540 members 
Mstep: Class 18 contains 148825 members 
Mstep: Class 19 contains 11632 members 
Mstep: Class 20 contains 2343 members 
Mstep: Class 21 contains 32603 members 
Mstep: Class 22 contains 39752 members 
Mstep: Class 23 contains 117547 members 
Mstep: Class 24 contains 105428 members 
Mstep: Class 25 contains 3469 members 
Mstep: Class 26 contains 244982 members 
Mstep: Class 27 contains 16880 members 
Mstep: Class 28 contains 15656 members 
Mstep: Class 29 contains 3311 members 
Mstep: Class 30 contains 105440 members 
Mstep: Class 31 contains 3305 members 
Mstep: Class 32 contains 1203 members 
Entering Unmasked Estep 
Score: -235113568.000000 Penalty: 115101.585938
Splitting cluster 17 changes total score from -234926000.000000 to -235113568.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 18 (148825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148825 members 
Entering Unmasked Estep 
Score: -18052556.000000 Penalty: 2953.810547
	Iteration 0F: 2 clusters Score -1.805256e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74150 members 
Mstep: Class 2 contains 74675 members 
Entering Unmasked Estep 
Score: -17953264.000000 Penalty: 5907.621094
	Iteration 0F: 3 clusters Score -1.795326e+07 nChanged 71175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70341 members 
Mstep: Class 2 contains 78484 members 
Entering Unmasked Estep 
Score: -17995538.000000 Penalty: 5907.621094
	Iteration 1F: 3 clusters Score -1.799554e+07 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67656 members 
Mstep: Class 2 contains 81169 members 
Entering Unmasked Estep 
Score: -17997666.000000 Penalty: 5907.621094
	Iteration 2Q: 3 clusters Score -1.799767e+07 nChanged 6816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63608 members 
Mstep: Class 2 contains 85217 members 
Entering Unmasked Estep 
Score: -18000880.000000 Penalty: 5907.621094
	Iteration 3Q: 3 clusters Score -1.800088e+07 nChanged 8390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57812 members 
Mstep: Class 2 contains 91013 members 
Entering Unmasked Estep 
Score: -18005648.000000 Penalty: 5907.621094
	Iteration 4F: 3 clusters Score -1.800565e+07 nChanged 9965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50289 members 
Mstep: Class 2 contains 98536 members 
Entering Unmasked Estep 
Score: -18012476.000000 Penalty: 5907.621094
	Iteration 5F: 3 clusters Score -1.801248e+07 nChanged 10923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 107249 members 
Entering Unmasked Estep 
Score: -18020696.000000 Penalty: 5907.621094
	Iteration 6F: 3 clusters Score -1.80207e+07 nChanged 10404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 116007 members 
Entering Unmasked Estep 
Score: -18029276.000000 Penalty: 5907.621094
	Iteration 7F: 3 clusters Score -1.802928e+07 nChanged 8463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 123260 members 
Entering Unmasked Estep 
Score: -18036908.000000 Penalty: 5907.621094
	Iteration 8F: 3 clusters Score -1.803691e+07 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 128019 members 
Entering Unmasked Estep 
Score: -18041976.000000 Penalty: 5907.621094
	Iteration 9Q: 3 clusters Score -1.804198e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 130943 members 
Entering Unmasked Estep 
Score: -18044682.000000 Penalty: 5907.621094
	Iteration 10Q: 3 clusters Score -1.804468e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 132976 members 
Entering Unmasked Estep 
Score: -18046166.000000 Penalty: 5907.621094
	Iteration 11Q: 3 clusters Score -1.804617e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 134588 members 
Entering Unmasked Estep 
Score: -18047044.000000 Penalty: 5907.621094
	Iteration 12Q: 3 clusters Score -1.804704e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 136007 members 
Entering Unmasked Estep 
Score: -18047756.000000 Penalty: 5907.621094
	Iteration 13Q: 3 clusters Score -1.804776e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 137298 members 
Entering Unmasked Estep 
Score: -18048316.000000 Penalty: 5907.621094
	Iteration 14Q: 3 clusters Score -1.804832e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 138469 members 
Entering Unmasked Estep 
Score: -18048894.000000 Penalty: 5907.621094
	Iteration 15Q: 3 clusters Score -1.804889e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 139451 members 
Entering Unmasked Estep 
Score: -18049342.000000 Penalty: 5907.621094
	Iteration 16Q: 3 clusters Score -1.804934e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 140265 members 
Entering Unmasked Estep 
Score: -18049734.000000 Penalty: 5907.621094
	Iteration 17Q: 3 clusters Score -1.804973e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 140976 members 
Entering Unmasked Estep 
Score: -18050008.000000 Penalty: 5907.621094
	Iteration 18Q: 3 clusters Score -1.805001e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 141574 members 
Entering Unmasked Estep 
Score: -18050250.000000 Penalty: 5907.621094
	Iteration 19Q: 3 clusters Score -1.805025e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 142099 members 
Entering Unmasked Estep 
Score: -18050532.000000 Penalty: 5907.621094
	Iteration 20F: 3 clusters Score -1.805053e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 142550 members 
Entering Unmasked Estep 
Score: -18050738.000000 Penalty: 5907.621094
	Iteration 21Q: 3 clusters Score -1.805074e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 142925 members 
Entering Unmasked Estep 
Score: -18050902.000000 Penalty: 5907.621094
	Iteration 22Q: 3 clusters Score -1.80509e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 143255 members 
Entering Unmasked Estep 
Score: -18051170.000000 Penalty: 5907.621094
	Iteration 23Q: 3 clusters Score -1.805117e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 143540 members 
Entering Unmasked Estep 
Score: -18051630.000000 Penalty: 5907.621094
	Iteration 24Q: 3 clusters Score -1.805163e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 143772 members 
Entering Unmasked Estep 
Score: -18052590.000000 Penalty: 5907.621094
	Iteration 25Q: 3 clusters Score -1.805259e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 143786 members 
Entering Unmasked Estep 
Score: -18053780.000000 Penalty: 5907.621094
	Iteration 26Q: 3 clusters Score -1.805378e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 143510 members 
Entering Unmasked Estep 
Score: -18054244.000000 Penalty: 5907.621094
	Iteration 27Q: 3 clusters Score -1.805424e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 143163 members 
Entering Unmasked Estep 
Score: -18054548.000000 Penalty: 5907.621094
	Iteration 28Q: 3 clusters Score -1.805455e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 142820 members 
Entering Unmasked Estep 
Score: -18054704.000000 Penalty: 5907.621094
	Iteration 29Q: 3 clusters Score -1.80547e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 142474 members 
Entering Unmasked Estep 
Score: -18054876.000000 Penalty: 5907.621094
	Iteration 30Q: 3 clusters Score -1.805488e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 142196 members 
Entering Unmasked Estep 
Score: -18054924.000000 Penalty: 5907.621094
	Iteration 31Q: 3 clusters Score -1.805492e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 141964 members 
Entering Unmasked Estep 
Score: -18055022.000000 Penalty: 5907.621094
	Iteration 32Q: 3 clusters Score -1.805502e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 141761 members 
Entering Unmasked Estep 
Score: -18055080.000000 Penalty: 5907.621094
	Iteration 33Q: 3 clusters Score -1.805508e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 141604 members 
Entering Unmasked Estep 
Score: -18055102.000000 Penalty: 5907.621094
	Iteration 34Q: 3 clusters Score -1.80551e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 141478 members 
Entering Unmasked Estep 
Score: -18055108.000000 Penalty: 5907.621094
	Iteration 35Q: 3 clusters Score -1.805511e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 141371 members 
Entering Unmasked Estep 
Score: -18055106.000000 Penalty: 5907.621094
	Iteration 36Q: 3 clusters Score -1.805511e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 141279 members 
Entering Unmasked Estep 
Score: -18055130.000000 Penalty: 5907.621094
	Iteration 37Q: 3 clusters Score -1.805513e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 141207 members 
Entering Unmasked Estep 
Score: -18055126.000000 Penalty: 5907.621094
	Iteration 38Q: 3 clusters Score -1.805513e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 141141 members 
Entering Unmasked Estep 
Score: -18055132.000000 Penalty: 5907.621094
	Iteration 39Q: 3 clusters Score -1.805513e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 141093 members 
Entering Unmasked Estep 
Score: -18055148.000000 Penalty: 5907.621094
	Iteration 40F: 3 clusters Score -1.805515e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 140972 members 
Entering Unmasked Estep 
Score: -18055152.000000 Penalty: 5907.621094
	Iteration 41Q: 3 clusters Score -1.805515e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 140830 members 
Entering Unmasked Estep 
Score: -18055206.000000 Penalty: 5907.621094
	Iteration 42Q: 3 clusters Score -1.805521e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 140699 members 
Entering Unmasked Estep 
Score: -18055240.000000 Penalty: 5907.621094
	Iteration 43Q: 3 clusters Score -1.805524e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 140589 members 
Entering Unmasked Estep 
Score: -18055276.000000 Penalty: 5907.621094
	Iteration 44Q: 3 clusters Score -1.805528e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 140501 members 
Entering Unmasked Estep 
Score: -18055300.000000 Penalty: 5907.621094
	Iteration 45Q: 3 clusters Score -1.80553e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 140408 members 
Entering Unmasked Estep 
Score: -18055290.000000 Penalty: 5907.621094
	Iteration 46Q: 3 clusters Score -1.805529e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 140333 members 
Entering Unmasked Estep 
Score: -18055322.000000 Penalty: 5907.621094
	Iteration 47Q: 3 clusters Score -1.805532e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 140264 members 
Entering Unmasked Estep 
Score: -18055320.000000 Penalty: 5907.621094
	Iteration 48Q: 3 clusters Score -1.805532e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 140198 members 
Entering Unmasked Estep 
Score: -18055324.000000 Penalty: 5907.621094
	Iteration 49Q: 3 clusters Score -1.805532e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 140137 members 
Entering Unmasked Estep 
Score: -18055316.000000 Penalty: 5907.621094
	Iteration 50Q: 3 clusters Score -1.805532e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 140083 members 
Entering Unmasked Estep 
Score: -18055308.000000 Penalty: 5907.621094
	Iteration 51Q: 3 clusters Score -1.805531e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 140042 members 
Entering Unmasked Estep 
Score: -18055324.000000 Penalty: 5907.621094
	Iteration 52Q: 3 clusters Score -1.805532e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 140001 members 
Entering Unmasked Estep 
Score: -18055328.000000 Penalty: 5907.621094
	Iteration 53Q: 3 clusters Score -1.805533e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 139963 members 
Entering Unmasked Estep 
Score: -18055312.000000 Penalty: 5907.621094
	Iteration 54Q: 3 clusters Score -1.805531e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 139929 members 
Entering Unmasked Estep 
Score: -18055324.000000 Penalty: 5907.621094
	Iteration 55Q: 3 clusters Score -1.805532e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 139893 members 
Entering Unmasked Estep 
Score: -18055332.000000 Penalty: 5907.621094
	Iteration 56Q: 3 clusters Score -1.805533e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 139866 members 
Entering Unmasked Estep 
Score: -18055350.000000 Penalty: 5907.621094
	Iteration 57Q: 3 clusters Score -1.805535e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 139839 members 
Entering Unmasked Estep 
Score: -18055362.000000 Penalty: 5907.621094
	Iteration 58Q: 3 clusters Score -1.805536e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 139815 members 
Entering Unmasked Estep 
Score: -18055380.000000 Penalty: 5907.621094
	Iteration 59Q: 3 clusters Score -1.805538e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 139790 members 
Entering Unmasked Estep 
Score: -18055380.000000 Penalty: 5907.621094
	Iteration 60F: 3 clusters Score -1.805538e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 139774 members 
Entering Unmasked Estep 
Score: -18055384.000000 Penalty: 5907.621094
	Iteration 61Q: 3 clusters Score -1.805538e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 139753 members 
Entering Unmasked Estep 
Score: -18055364.000000 Penalty: 5907.621094
	Iteration 62Q: 3 clusters Score -1.805536e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 139733 members 
Entering Unmasked Estep 
Score: -18055364.000000 Penalty: 5907.621094
	Iteration 63Q: 3 clusters Score -1.805536e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 139717 members 
Entering Unmasked Estep 
Score: -18055352.000000 Penalty: 5907.621094
	Iteration 64Q: 3 clusters Score -1.805535e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 139700 members 
Entering Unmasked Estep 
Score: -18055362.000000 Penalty: 5907.621094
	Iteration 65Q: 3 clusters Score -1.805536e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 139690 members 
Entering Unmasked Estep 
Score: -18055346.000000 Penalty: 5907.621094
	Iteration 66Q: 3 clusters Score -1.805535e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 139673 members 
Entering Unmasked Estep 
Score: -18055372.000000 Penalty: 5907.621094
	Iteration 67Q: 3 clusters Score -1.805537e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 139650 members 
Entering Unmasked Estep 
Score: -18055380.000000 Penalty: 5907.621094
	Iteration 68Q: 3 clusters Score -1.805538e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 139629 members 
Entering Unmasked Estep 
Score: -18055388.000000 Penalty: 5907.621094
	Iteration 69Q: 3 clusters Score -1.805539e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 139608 members 
Entering Unmasked Estep 
Score: -18055390.000000 Penalty: 5907.621094
	Iteration 70Q: 3 clusters Score -1.805539e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 139586 members 
Entering Unmasked Estep 
Score: -18055390.000000 Penalty: 5907.621094
	Iteration 71Q: 3 clusters Score -1.805539e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 139560 members 
Entering Unmasked Estep 
Score: -18055384.000000 Penalty: 5907.621094
	Iteration 72Q: 3 clusters Score -1.805538e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 139538 members 
Entering Unmasked Estep 
Score: -18055404.000000 Penalty: 5907.621094
	Iteration 73Q: 3 clusters Score -1.80554e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 139520 members 
Entering Unmasked Estep 
Score: -18055406.000000 Penalty: 5907.621094
	Iteration 74Q: 3 clusters Score -1.805541e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 139505 members 
Entering Unmasked Estep 
Score: -18055418.000000 Penalty: 5907.621094
	Iteration 75Q: 3 clusters Score -1.805542e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 139487 members 
Entering Unmasked Estep 
Score: -18055422.000000 Penalty: 5907.621094
	Iteration 76Q: 3 clusters Score -1.805542e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 139476 members 
Entering Unmasked Estep 
Score: -18055416.000000 Penalty: 5907.621094
	Iteration 77Q: 3 clusters Score -1.805542e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 139466 members 
Entering Unmasked Estep 
Score: -18055412.000000 Penalty: 5907.621094
	Iteration 78Q: 3 clusters Score -1.805541e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 139453 members 
Entering Unmasked Estep 
Score: -18055424.000000 Penalty: 5907.621094
	Iteration 79Q: 3 clusters Score -1.805542e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 139444 members 
Entering Unmasked Estep 
Score: -18055410.000000 Penalty: 5907.621094
	Iteration 80F: 3 clusters Score -1.805541e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 139436 members 
Entering Unmasked Estep 
Score: -18055406.000000 Penalty: 5907.621094
	Iteration 81Q: 3 clusters Score -1.805541e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 139433 members 
Entering Unmasked Estep 
Score: -18055410.000000 Penalty: 5907.621094
	Iteration 82Q: 3 clusters Score -1.805541e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 139429 members 
Entering Unmasked Estep 
Score: -18055412.000000 Penalty: 5907.621094
	Iteration 83Q: 3 clusters Score -1.805541e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 139424 members 
Entering Unmasked Estep 
Score: -18055410.000000 Penalty: 5907.621094
	Iteration 84Q: 3 clusters Score -1.805541e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 139421 members 
Entering Unmasked Estep 
Score: -18055406.000000 Penalty: 5907.621094
	Iteration 85Q: 3 clusters Score -1.805541e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 139416 members 
Entering Unmasked Estep 
Score: -18055416.000000 Penalty: 5907.621094
	Iteration 86Q: 3 clusters Score -1.805542e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 139409 members 
Entering Unmasked Estep 
Score: -18055412.000000 Penalty: 5907.621094
	Iteration 87Q: 3 clusters Score -1.805541e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 139407 members 
Entering Unmasked Estep 
Score: -18055420.000000 Penalty: 5907.621094
	Iteration 88Q: 3 clusters Score -1.805542e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 139406 members 
Entering Unmasked Estep 
Score: -18055422.000000 Penalty: 5907.621094
	Iteration 89Q: 3 clusters Score -1.805542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 139404 members 
Entering Unmasked Estep 
Score: -18055434.000000 Penalty: 5907.621094
	Iteration 90Q: 3 clusters Score -1.805543e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 139403 members 
Entering Unmasked Estep 
Score: -18055418.000000 Penalty: 5907.621094
	Iteration 91Q: 3 clusters Score -1.805542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 139401 members 
Entering Unmasked Estep 
Score: -18055408.000000 Penalty: 5907.621094
	Iteration 92Q: 3 clusters Score -1.805541e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 139400 members 
Entering Unmasked Estep 
Score: -18055416.000000 Penalty: 5907.621094
	Iteration 93Q: 3 clusters Score -1.805542e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 139400 members 
Entering Unmasked Estep 
Score: -18055416.000000 Penalty: 5907.621094
	Iteration 94F: 3 clusters Score -1.805542e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1497 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 21303 members 
Mstep: Class 3 contains 67586 members 
Mstep: Class 4 contains 7674 members 
Mstep: Class 5 contains 3149 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 11610 members 
Mstep: Class 8 contains 145410 members 
Mstep: Class 9 contains 10312 members 
Mstep: Class 10 contains 217198 members 
Mstep: Class 11 contains 256589 members 
Mstep: Class 12 contains 3839 members 
Mstep: Class 13 contains 268531 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 26137 members 
Mstep: Class 16 contains 59427 members 
Mstep: Class 17 contains 20540 members 
Mstep: Class 18 contains 9425 members 
Mstep: Class 19 contains 11632 members 
Mstep: Class 20 contains 2343 members 
Mstep: Class 21 contains 32603 members 
Mstep: Class 22 contains 39752 members 
Mstep: Class 23 contains 117547 members 
Mstep: Class 24 contains 105428 members 
Mstep: Class 25 contains 3469 members 
Mstep: Class 26 contains 244982 members 
Mstep: Class 27 contains 16880 members 
Mstep: Class 28 contains 15656 members 
Mstep: Class 29 contains 3311 members 
Mstep: Class 30 contains 105440 members 
Mstep: Class 31 contains 3305 members 
Mstep: Class 32 contains 1203 members 
Mstep: Class 33 contains 139400 members 
Entering Unmasked Estep 
Score: -235116416.000000 Penalty: 118698.507812
Splitting cluster 18 changes total score from -234926000.000000 to -235116416.000000
So it's getting split into cluster 33.
Entering Unmasked Mstep 
Mstep: Class 0 contains 1497 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 21303 members 
Mstep: Class 3 contains 67586 members 
Mstep: Class 4 contains 7674 members 
Mstep: Class 5 contains 3149 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 11610 members 
Mstep: Class 8 contains 145410 members 
Mstep: Class 9 contains 10312 members 
Mstep: Class 10 contains 217198 members 
Mstep: Class 11 contains 256589 members 
Mstep: Class 12 contains 3839 members 
Mstep: Class 13 contains 268531 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 26137 members 
Mstep: Class 16 contains 59427 members 
Mstep: Class 17 contains 20540 members 
Mstep: Class 18 contains 9425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235169056.000000 Penalty: 118698.507812
Iteration 39Q: 34 clusters Score -2.351691e+08 nChanged 77547
Entering Unmasked Mstep 
Mstep: Class 0 contains 1485 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 21721 members 
Mstep: Class 3 contains 67787 members 
Mstep: Class 4 contains 8342 members 
Mstep: Class 5 contains 3584 members 
Mstep: Class 6 contains 11392 members 
Mstep: Class 7 contains 12043 members 
Mstep: Class 8 contains 146096 members 
Mstep: Class 9 contains 11538 members 
Mstep: Class 10 contains 227223 members 
Mstep: Class 11 contains 259965 members 
Mstep: Class 12 contains 4787 members 
Mstep: Class 13 contains 271459 members 
Mstep: Class 14 contains 1300 members 
Mstep: Class 15 contains 27980 members 
Mstep: Class 16 contains 59387 members 
Mstep: Class 17 contains 21599 members 
Mstep: Class 18 contains 10028 members 
Mstep: Class 19 contains 11212 members 
Mstep: Class 20 contains 2378 members 
Mstep: Class 21 contains 30049 members 
Mstep: Class 22 contains 37861 members 
Mstep: Class 23 contains 119302 members 
Mstep: Class 24 contains 102605 members 
Mstep: Class 25 contains 3301 members 
Mstep: Class 26 contains 239096 members 
Mstep: Class 27 contains 17621 members 
Mstep: Class 28 contains 13843 members 
Mstep: Class 29 contains 3050 members 
Mstep: Class 30 contains 101510 members 
Mstep: Class 31 contains 3338 members 
Mstep: Class 32 contains 1314 members 
Mstep: Class 33 contains 131012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235280384.000000 Penalty: 118698.507812
Iteration 40F: 34 clusters Score -2.352804e+08 nChanged 64853
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 21625 members 
Mstep: Class 3 contains 66423 members 
Mstep: Class 4 contains 8513 members 
Mstep: Class 5 contains 3895 members 
Mstep: Class 6 contains 11766 members 
Mstep: Class 7 contains 12301 members 
Mstep: Class 8 contains 143938 members 
Mstep: Class 9 contains 11793 members 
Mstep: Class 10 contains 229710 members 
Mstep: Class 11 contains 254580 members 
Mstep: Class 12 contains 5650 members 
Mstep: Class 13 contains 273412 members 
Mstep: Class 14 contains 2431 members 
Mstep: Class 15 contains 28554 members 
Mstep: Class 16 contains 57898 members 
Mstep: Class 17 contains 20681 members 
Mstep: Class 18 contains 10623 members 
Mstep: Class 19 contains 11299 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 21 contains 31625 members 
Mstep: Class 22 contains 37635 members 
Mstep: Class 23 contains 124386 members 
Mstep: Class 24 contains 102497 members 
Mstep: Class 25 contains 3459 members 
Mstep: Class 26 contains 239554 members 
Mstep: Class 27 contains 18871 members 
Mstep: Class 28 contains 12882 members 
Mstep: Class 29 contains 3807 members 
Mstep: Class 30 contains 101371 members 
Mstep: Class 31 contains 4082 members 
Mstep: Class 32 contains 1595 members 
Mstep: Class 33 contains 125611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235328800.000000 Penalty: 118698.507812
Iteration 41Q: 34 clusters Score -2.353288e+08 nChanged 41084
Entering Unmasked Mstep 
Mstep: Class 0 contains 321 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 21532 members 
Mstep: Class 3 contains 65522 members 
Mstep: Class 4 contains 8702 members 
Mstep: Class 5 contains 4265 members 
Mstep: Class 6 contains 12212 members 
Mstep: Class 7 contains 12523 members 
Mstep: Class 8 contains 142240 members 
Mstep: Class 9 contains 11863 members 
Mstep: Class 10 contains 231417 members 
Mstep: Class 11 contains 250918 members 
Mstep: Class 12 contains 6366 members 
Mstep: Class 13 contains 275559 members 
Mstep: Class 14 contains 2449 members 
Mstep: Class 15 contains 29209 members 
Mstep: Class 16 contains 57187 members 
Mstep: Class 17 contains 20285 members 
Mstep: Class 18 contains 11311 members 
Mstep: Class 19 contains 11351 members 
Mstep: Class 20 contains 3187 members 
Mstep: Class 21 contains 32982 members 
Mstep: Class 22 contains 37202 members 
Mstep: Class 23 contains 128669 members 
Mstep: Class 24 contains 101998 members 
Mstep: Class 25 contains 3584 members 
Mstep: Class 26 contains 238391 members 
Mstep: Class 27 contains 20157 members 
Mstep: Class 28 contains 12010 members 
Mstep: Class 29 contains 4338 members 
Mstep: Class 30 contains 101444 members 
Mstep: Class 31 contains 4555 members 
Mstep: Class 32 contains 1772 members 
Mstep: Class 33 contains 120414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235337936.000000 Penalty: 118698.507812
Iteration 42Q: 34 clusters Score -2.353379e+08 nChanged 32938
Entering Unmasked Mstep 
Mstep: Class 0 contains 321 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 21414 members 
Mstep: Class 3 contains 64830 members 
Mstep: Class 4 contains 8800 members 
Mstep: Class 5 contains 4649 members 
Mstep: Class 6 contains 12649 members 
Mstep: Class 7 contains 12726 members 
Mstep: Class 8 contains 140836 members 
Mstep: Class 9 contains 11864 members 
Mstep: Class 10 contains 232278 members 
Mstep: Class 11 contains 247957 members 
Mstep: Class 12 contains 7035 members 
Mstep: Class 13 contains 278067 members 
Mstep: Class 14 contains 2448 members 
Mstep: Class 15 contains 29904 members 
Mstep: Class 16 contains 56763 members 
Mstep: Class 17 contains 19935 members 
Mstep: Class 18 contains 12067 members 
Mstep: Class 19 contains 11361 members 
Mstep: Class 20 contains 3482 members 
Mstep: Class 21 contains 33980 members 
Mstep: Class 22 contains 36679 members 
Mstep: Class 23 contains 132488 members 
Mstep: Class 24 contains 101399 members 
Mstep: Class 25 contains 3669 members 
Mstep: Class 26 contains 237256 members 
Mstep: Class 27 contains 21441 members 
Mstep: Class 28 contains 11259 members 
Mstep: Class 29 contains 4699 members 
Mstep: Class 30 contains 101603 members 
Mstep: Class 31 contains 4964 members 
Mstep: Class 32 contains 1930 members 
Mstep: Class 33 contains 115387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235346080.000000 Penalty: 118698.507812
Iteration 43Q: 34 clusters Score -2.353461e+08 nChanged 28702
Entering Unmasked Mstep 
Mstep: Class 0 contains 321 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 21335 members 
Mstep: Class 3 contains 64290 members 
Mstep: Class 4 contains 8849 members 
Mstep: Class 5 contains 4998 members 
Mstep: Class 6 contains 13057 members 
Mstep: Class 7 contains 12894 members 
Mstep: Class 8 contains 139624 members 
Mstep: Class 9 contains 11860 members 
Mstep: Class 10 contains 232476 members 
Mstep: Class 11 contains 245385 members 
Mstep: Class 12 contains 7607 members 
Mstep: Class 13 contains 281063 members 
Mstep: Class 14 contains 2449 members 
Mstep: Class 15 contains 30672 members 
Mstep: Class 16 contains 56499 members 
Mstep: Class 17 contains 19654 members 
Mstep: Class 18 contains 12858 members 
Mstep: Class 19 contains 11332 members 
Mstep: Class 20 contains 3719 members 
Mstep: Class 21 contains 34781 members 
Mstep: Class 22 contains 36171 members 
Mstep: Class 23 contains 135959 members 
Mstep: Class 24 contains 100844 members 
Mstep: Class 25 contains 3732 members 
Mstep: Class 26 contains 236138 members 
Mstep: Class 27 contains 22758 members 
Mstep: Class 28 contains 10548 members 
Mstep: Class 29 contains 4983 members 
Mstep: Class 30 contains 101895 members 
Mstep: Class 31 contains 5264 members 
Mstep: Class 32 contains 2049 members 
Mstep: Class 33 contains 110196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235352128.000000 Penalty: 118698.507812
Iteration 44Q: 34 clusters Score -2.353521e+08 nChanged 26227
Entering Unmasked Mstep 
Mstep: Class 0 contains 321 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 21266 members 
Mstep: Class 3 contains 63858 members 
Mstep: Class 4 contains 8875 members 
Mstep: Class 5 contains 5322 members 
Mstep: Class 6 contains 13441 members 
Mstep: Class 7 contains 13037 members 
Mstep: Class 8 contains 138620 members 
Mstep: Class 9 contains 11814 members 
Mstep: Class 10 contains 232125 members 
Mstep: Class 11 contains 243041 members 
Mstep: Class 12 contains 8111 members 
Mstep: Class 13 contains 284542 members 
Mstep: Class 14 contains 2449 members 
Mstep: Class 15 contains 31401 members 
Mstep: Class 16 contains 56284 members 
Mstep: Class 17 contains 19398 members 
Mstep: Class 18 contains 13710 members 
Mstep: Class 19 contains 11247 members 
Mstep: Class 20 contains 3932 members 
Mstep: Class 21 contains 35455 members 
Mstep: Class 22 contains 35637 members 
Mstep: Class 23 contains 139134 members 
Mstep: Class 24 contains 100311 members 
Mstep: Class 25 contains 3793 members 
Mstep: Class 26 contains 235293 members 
Mstep: Class 27 contains 24113 members 
Mstep: Class 28 contains 9932 members 
Mstep: Class 29 contains 5183 members 
Mstep: Class 30 contains 102188 members 
Mstep: Class 31 contains 5549 members 
Mstep: Class 32 contains 2167 members 
Mstep: Class 33 contains 104814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235358336.000000 Penalty: 118698.507812
Iteration 45Q: 34 clusters Score -2.353583e+08 nChanged 25269
Entering Unmasked Mstep 
Mstep: Class 0 contains 321 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 21155 members 
Mstep: Class 3 contains 63369 members 
Mstep: Class 4 contains 8895 members 
Mstep: Class 5 contains 5634 members 
Mstep: Class 6 contains 13772 members 
Mstep: Class 7 contains 13170 members 
Mstep: Class 8 contains 137779 members 
Mstep: Class 9 contains 11738 members 
Mstep: Class 10 contains 231211 members 
Mstep: Class 11 contains 240762 members 
Mstep: Class 12 contains 8562 members 
Mstep: Class 13 contains 288759 members 
Mstep: Class 14 contains 2447 members 
Mstep: Class 15 contains 32063 members 
Mstep: Class 16 contains 56105 members 
Mstep: Class 17 contains 19167 members 
Mstep: Class 18 contains 14595 members 
Mstep: Class 19 contains 11174 members 
Mstep: Class 20 contains 4099 members 
Mstep: Class 21 contains 36036 members 
Mstep: Class 22 contains 35129 members 
Mstep: Class 23 contains 142167 members 
Mstep: Class 24 contains 99798 members 
Mstep: Class 25 contains 3862 members 
Mstep: Class 26 contains 234714 members 
Mstep: Class 27 contains 25557 members 
Mstep: Class 28 contains 9378 members 
Mstep: Class 29 contains 5353 members 
Mstep: Class 30 contains 102459 members 
Mstep: Class 31 contains 5755 members 
Mstep: Class 32 contains 2263 members 
Mstep: Class 33 contains 99198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235367968.000000 Penalty: 118698.507812
Iteration 46Q: 34 clusters Score -2.35368e+08 nChanged 24588
Entering Unmasked Mstep 
Mstep: Class 0 contains 321 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 21071 members 
Mstep: Class 3 contains 62846 members 
Mstep: Class 4 contains 8919 members 
Mstep: Class 5 contains 5926 members 
Mstep: Class 6 contains 14106 members 
Mstep: Class 7 contains 13284 members 
Mstep: Class 8 contains 137061 members 
Mstep: Class 9 contains 11684 members 
Mstep: Class 10 contains 229869 members 
Mstep: Class 11 contains 238601 members 
Mstep: Class 12 contains 8943 members 
Mstep: Class 13 contains 293379 members 
Mstep: Class 14 contains 2447 members 
Mstep: Class 15 contains 32721 members 
Mstep: Class 16 contains 55972 members 
Mstep: Class 17 contains 18979 members 
Mstep: Class 18 contains 15367 members 
Mstep: Class 19 contains 11090 members 
Mstep: Class 20 contains 4233 members 
Mstep: Class 21 contains 36561 members 
Mstep: Class 22 contains 34627 members 
Mstep: Class 23 contains 145039 members 
Mstep: Class 24 contains 99373 members 
Mstep: Class 25 contains 3920 members 
Mstep: Class 26 contains 234235 members 
Mstep: Class 27 contains 27007 members 
Mstep: Class 28 contains 8816 members 
Mstep: Class 29 contains 5497 members 
Mstep: Class 30 contains 102764 members 
Mstep: Class 31 contains 5915 members 
Mstep: Class 32 contains 2347 members 
Mstep: Class 33 contains 93586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235380768.000000 Penalty: 118698.507812
Iteration 47Q: 34 clusters Score -2.353808e+08 nChanged 23358
Entering Unmasked Mstep 
Mstep: Class 0 contains 321 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 20976 members 
Mstep: Class 3 contains 62330 members 
Mstep: Class 4 contains 8947 members 
Mstep: Class 5 contains 6212 members 
Mstep: Class 6 contains 14423 members 
Mstep: Class 7 contains 13373 members 
Mstep: Class 8 contains 136472 members 
Mstep: Class 9 contains 11654 members 
Mstep: Class 10 contains 228235 members 
Mstep: Class 11 contains 236427 members 
Mstep: Class 12 contains 9218 members 
Mstep: Class 13 contains 297650 members 
Mstep: Class 14 contains 2446 members 
Mstep: Class 15 contains 33309 members 
Mstep: Class 16 contains 55755 members 
Mstep: Class 17 contains 18789 members 
Mstep: Class 18 contains 15825 members 
Mstep: Class 19 contains 10970 members 
Mstep: Class 20 contains 4345 members 
Mstep: Class 21 contains 37009 members 
Mstep: Class 22 contains 34148 members 
Mstep: Class 23 contains 147703 members 
Mstep: Class 24 contains 98971 members 
Mstep: Class 25 contains 3972 members 
Mstep: Class 26 contains 233922 members 
Mstep: Class 27 contains 28439 members 
Mstep: Class 28 contains 8305 members 
Mstep: Class 29 contains 5598 members 
Mstep: Class 30 contains 103078 members 
Mstep: Class 31 contains 6048 members 
Mstep: Class 32 contains 2421 members 
Mstep: Class 33 contains 89264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235389808.000000 Penalty: 118698.507812
Iteration 48Q: 34 clusters Score -2.353898e+08 nChanged 20706
Entering Unmasked Mstep 
Mstep: Class 0 contains 321 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 20894 members 
Mstep: Class 3 contains 61763 members 
Mstep: Class 4 contains 8967 members 
Mstep: Class 5 contains 6465 members 
Mstep: Class 6 contains 14693 members 
Mstep: Class 7 contains 13442 members 
Mstep: Class 8 contains 135950 members 
Mstep: Class 9 contains 11650 members 
Mstep: Class 10 contains 226301 members 
Mstep: Class 11 contains 234242 members 
Mstep: Class 12 contains 9479 members 
Mstep: Class 13 contains 300941 members 
Mstep: Class 14 contains 2446 members 
Mstep: Class 15 contains 33836 members 
Mstep: Class 16 contains 55484 members 
Mstep: Class 17 contains 18600 members 
Mstep: Class 18 contains 15994 members 
Mstep: Class 19 contains 10848 members 
Mstep: Class 20 contains 4444 members 
Mstep: Class 21 contains 37378 members 
Mstep: Class 22 contains 33727 members 
Mstep: Class 23 contains 150222 members 
Mstep: Class 24 contains 98626 members 
Mstep: Class 25 contains 4014 members 
Mstep: Class 26 contains 233938 members 
Mstep: Class 27 contains 29600 members 
Mstep: Class 28 contains 7877 members 
Mstep: Class 29 contains 5699 members 
Mstep: Class 30 contains 103368 members 
Mstep: Class 31 contains 6137 members 
Mstep: Class 32 contains 2483 members 
Mstep: Class 33 contains 86752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235393968.000000 Penalty: 118698.507812
Iteration 49Q: 34 clusters Score -2.35394e+08 nChanged 17296
Entering Unmasked Mstep 
Mstep: Class 0 contains 321 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 20809 members 
Mstep: Class 3 contains 61260 members 
Mstep: Class 4 contains 8981 members 
Mstep: Class 5 contains 6654 members 
Mstep: Class 6 contains 14938 members 
Mstep: Class 7 contains 13484 members 
Mstep: Class 8 contains 135518 members 
Mstep: Class 9 contains 11634 members 
Mstep: Class 10 contains 224241 members 
Mstep: Class 11 contains 232343 members 
Mstep: Class 12 contains 9677 members 
Mstep: Class 13 contains 303246 members 
Mstep: Class 14 contains 2448 members 
Mstep: Class 15 contains 34315 members 
Mstep: Class 16 contains 55210 members 
Mstep: Class 17 contains 18445 members 
Mstep: Class 18 contains 16039 members 
Mstep: Class 19 contains 10736 members 
Mstep: Class 20 contains 4524 members 
Mstep: Class 21 contains 37722 members 
Mstep: Class 22 contains 33359 members 
Mstep: Class 23 contains 152540 members 
Mstep: Class 24 contains 98352 members 
Mstep: Class 25 contains 4059 members 
Mstep: Class 26 contains 234193 members 
Mstep: Class 27 contains 30531 members 
Mstep: Class 28 contains 7513 members 
Mstep: Class 29 contains 5772 members 
Mstep: Class 30 contains 103605 members 
Mstep: Class 31 contains 6204 members 
Mstep: Class 32 contains 2533 members 
Mstep: Class 33 contains 85393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235395840.000000 Penalty: 118698.507812
Iteration 50Q: 34 clusters Score -2.353958e+08 nChanged 14167
Entering Unmasked Mstep 
Mstep: Class 0 contains 321 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 20738 members 
Mstep: Class 3 contains 60811 members 
Mstep: Class 4 contains 9001 members 
Mstep: Class 5 contains 6806 members 
Mstep: Class 6 contains 15141 members 
Mstep: Class 7 contains 13514 members 
Mstep: Class 8 contains 135126 members 
Mstep: Class 9 contains 11600 members 
Mstep: Class 10 contains 222256 members 
Mstep: Class 11 contains 230629 members 
Mstep: Class 12 contains 9811 members 
Mstep: Class 13 contains 304924 members 
Mstep: Class 14 contains 2449 members 
Mstep: Class 15 contains 34775 members 
Mstep: Class 16 contains 54979 members 
Mstep: Class 17 contains 18336 members 
Mstep: Class 18 contains 16072 members 
Mstep: Class 19 contains 10610 members 
Mstep: Class 20 contains 4607 members 
Mstep: Class 21 contains 38021 members 
Mstep: Class 22 contains 33038 members 
Mstep: Class 23 contains 154667 members 
Mstep: Class 24 contains 98121 members 
Mstep: Class 25 contains 4098 members 
Mstep: Class 26 contains 234544 members 
Mstep: Class 27 contains 31303 members 
Mstep: Class 28 contains 7185 members 
Mstep: Class 29 contains 5841 members 
Mstep: Class 30 contains 103828 members 
Mstep: Class 31 contains 6261 members 
Mstep: Class 32 contains 2576 members 
Mstep: Class 33 contains 84616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235397920.000000 Penalty: 118698.507812
Iteration 51Q: 34 clusters Score -2.353979e+08 nChanged 12138
Entering Unmasked Mstep 
Mstep: Class 0 contains 321 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 20676 members 
Mstep: Class 3 contains 60421 members 
Mstep: Class 4 contains 9018 members 
Mstep: Class 5 contains 6920 members 
Mstep: Class 6 contains 15332 members 
Mstep: Class 7 contains 13532 members 
Mstep: Class 8 contains 134801 members 
Mstep: Class 9 contains 11586 members 
Mstep: Class 10 contains 220167 members 
Mstep: Class 11 contains 229060 members 
Mstep: Class 12 contains 9940 members 
Mstep: Class 13 contains 306164 members 
Mstep: Class 14 contains 2449 members 
Mstep: Class 15 contains 35199 members 
Mstep: Class 16 contains 54794 members 
Mstep: Class 17 contains 18267 members 
Mstep: Class 18 contains 16068 members 
Mstep: Class 19 contains 10518 members 
Mstep: Class 20 contains 4684 members 
Mstep: Class 21 contains 38251 members 
Mstep: Class 22 contains 32757 members 
Mstep: Class 23 contains 156646 members 
Mstep: Class 24 contains 97886 members 
Mstep: Class 25 contains 4135 members 
Mstep: Class 26 contains 235132 members 
Mstep: Class 27 contains 31994 members 
Mstep: Class 28 contains 6888 members 
Mstep: Class 29 contains 5917 members 
Mstep: Class 30 contains 104052 members 
Mstep: Class 31 contains 6307 members 
Mstep: Class 32 contains 2608 members 
Mstep: Class 33 contains 84110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235400336.000000 Penalty: 118698.507812
Iteration 52Q: 34 clusters Score -2.354003e+08 nChanged 10669
Entering Unmasked Mstep 
Mstep: Class 0 contains 321 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 20620 members 
Mstep: Class 3 contains 60116 members 
Mstep: Class 4 contains 9035 members 
Mstep: Class 5 contains 7002 members 
Mstep: Class 6 contains 15484 members 
Mstep: Class 7 contains 13541 members 
Mstep: Class 8 contains 134499 members 
Mstep: Class 9 contains 11557 members 
Mstep: Class 10 contains 217985 members 
Mstep: Class 11 contains 227686 members 
Mstep: Class 12 contains 10036 members 
Mstep: Class 13 contains 307120 members 
Mstep: Class 14 contains 2449 members 
Mstep: Class 15 contains 35587 members 
Mstep: Class 16 contains 54629 members 
Mstep: Class 17 contains 18186 members 
Mstep: Class 18 contains 16071 members 
Mstep: Class 19 contains 10422 members 
Mstep: Class 20 contains 4746 members 
Mstep: Class 21 contains 38450 members 
Mstep: Class 22 contains 32522 members 
Mstep: Class 23 contains 158469 members 
Mstep: Class 24 contains 97691 members 
Mstep: Class 25 contains 4179 members 
Mstep: Class 26 contains 235877 members 
Mstep: Class 27 contains 32597 members 
Mstep: Class 28 contains 6627 members 
Mstep: Class 29 contains 5978 members 
Mstep: Class 30 contains 104293 members 
Mstep: Class 31 contains 6343 members 
Mstep: Class 32 contains 2637 members 
Mstep: Class 33 contains 83846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235400672.000000 Penalty: 118698.507812
Iteration 53Q: 34 clusters Score -2.354007e+08 nChanged 9563
Entering Unmasked Mstep 
Mstep: Class 0 contains 321 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 20577 members 
Mstep: Class 3 contains 59831 members 
Mstep: Class 4 contains 9071 members 
Mstep: Class 5 contains 7093 members 
Mstep: Class 6 contains 15611 members 
Mstep: Class 7 contains 13550 members 
Mstep: Class 8 contains 134228 members 
Mstep: Class 9 contains 11535 members 
Mstep: Class 10 contains 215823 members 
Mstep: Class 11 contains 226354 members 
Mstep: Class 12 contains 10102 members 
Mstep: Class 13 contains 307969 members 
Mstep: Class 14 contains 2448 members 
Mstep: Class 15 contains 35921 members 
Mstep: Class 16 contains 54452 members 
Mstep: Class 17 contains 18135 members 
Mstep: Class 18 contains 16085 members 
Mstep: Class 19 contains 10334 members 
Mstep: Class 20 contains 4812 members 
Mstep: Class 21 contains 38617 members 
Mstep: Class 22 contains 32315 members 
Mstep: Class 23 contains 160180 members 
Mstep: Class 24 contains 97509 members 
Mstep: Class 25 contains 4215 members 
Mstep: Class 26 contains 236689 members 
Mstep: Class 27 contains 33142 members 
Mstep: Class 28 contains 6427 members 
Mstep: Class 29 contains 6035 members 
Mstep: Class 30 contains 104520 members 
Mstep: Class 31 contains 6376 members 
Mstep: Class 32 contains 2667 members 
Mstep: Class 33 contains 83654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235402416.000000 Penalty: 118698.507812
Iteration 54Q: 34 clusters Score -2.354024e+08 nChanged 8801
Entering Unmasked Mstep 
Mstep: Class 0 contains 321 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 20540 members 
Mstep: Class 3 contains 59549 members 
Mstep: Class 4 contains 9086 members 
Mstep: Class 5 contains 7156 members 
Mstep: Class 6 contains 15738 members 
Mstep: Class 7 contains 13549 members 
Mstep: Class 8 contains 133975 members 
Mstep: Class 9 contains 11510 members 
Mstep: Class 10 contains 213594 members 
Mstep: Class 11 contains 225109 members 
Mstep: Class 12 contains 10162 members 
Mstep: Class 13 contains 308763 members 
Mstep: Class 14 contains 2448 members 
Mstep: Class 15 contains 36234 members 
Mstep: Class 16 contains 54295 members 
Mstep: Class 17 contains 18100 members 
Mstep: Class 18 contains 16085 members 
Mstep: Class 19 contains 10253 members 
Mstep: Class 20 contains 4876 members 
Mstep: Class 21 contains 38815 members 
Mstep: Class 22 contains 32114 members 
Mstep: Class 23 contains 161680 members 
Mstep: Class 24 contains 97370 members 
Mstep: Class 25 contains 4238 members 
Mstep: Class 26 contains 237705 members 
Mstep: Class 27 contains 33634 members 
Mstep: Class 28 contains 6239 members 
Mstep: Class 29 contains 6086 members 
Mstep: Class 30 contains 104756 members 
Mstep: Class 31 contains 6414 members 
Mstep: Class 32 contains 2701 members 
Mstep: Class 33 contains 83502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235403072.000000 Penalty: 118698.507812
Iteration 55Q: 34 clusters Score -2.354031e+08 nChanged 8006
Entering Unmasked Mstep 
Mstep: Class 0 contains 321 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 20489 members 
Mstep: Class 3 contains 59319 members 
Mstep: Class 4 contains 9094 members 
Mstep: Class 5 contains 7216 members 
Mstep: Class 6 contains 15845 members 
Mstep: Class 7 contains 13543 members 
Mstep: Class 8 contains 133707 members 
Mstep: Class 9 contains 11492 members 
Mstep: Class 10 contains 211606 members 
Mstep: Class 11 contains 223920 members 
Mstep: Class 12 contains 10228 members 
Mstep: Class 13 contains 309488 members 
Mstep: Class 14 contains 2449 members 
Mstep: Class 15 contains 36508 members 
Mstep: Class 16 contains 54154 members 
Mstep: Class 17 contains 18110 members 
Mstep: Class 18 contains 16098 members 
Mstep: Class 19 contains 10170 members 
Mstep: Class 20 contains 4940 members 
Mstep: Class 21 contains 38948 members 
Mstep: Class 22 contains 31915 members 
Mstep: Class 23 contains 163074 members 
Mstep: Class 24 contains 97246 members 
Mstep: Class 25 contains 4265 members 
Mstep: Class 26 contains 238637 members 
Mstep: Class 27 contains 34087 members 
Mstep: Class 28 contains 6053 members 
Mstep: Class 29 contains 6118 members 
Mstep: Class 30 contains 104992 members 
Mstep: Class 31 contains 6448 members 
Mstep: Class 32 contains 2724 members 
Mstep: Class 33 contains 83393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235403872.000000 Penalty: 118698.507812
Iteration 56Q: 34 clusters Score -2.354039e+08 nChanged 7357
Entering Unmasked Mstep 
Mstep: Class 0 contains 321 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 20454 members 
Mstep: Class 3 contains 59130 members 
Mstep: Class 4 contains 9105 members 
Mstep: Class 5 contains 7253 members 
Mstep: Class 6 contains 15944 members 
Mstep: Class 7 contains 13536 members 
Mstep: Class 8 contains 133445 members 
Mstep: Class 9 contains 11468 members 
Mstep: Class 10 contains 209717 members 
Mstep: Class 11 contains 222876 members 
Mstep: Class 12 contains 10284 members 
Mstep: Class 13 contains 310122 members 
Mstep: Class 14 contains 2449 members 
Mstep: Class 15 contains 36761 members 
Mstep: Class 16 contains 54059 members 
Mstep: Class 17 contains 18103 members 
Mstep: Class 18 contains 16107 members 
Mstep: Class 19 contains 10090 members 
Mstep: Class 20 contains 4995 members 
Mstep: Class 21 contains 39058 members 
Mstep: Class 22 contains 31734 members 
Mstep: Class 23 contains 164341 members 
Mstep: Class 24 contains 97120 members 
Mstep: Class 25 contains 4295 members 
Mstep: Class 26 contains 239489 members 
Mstep: Class 27 contains 34507 members 
Mstep: Class 28 contains 5880 members 
Mstep: Class 29 contains 6133 members 
Mstep: Class 30 contains 105240 members 
Mstep: Class 31 contains 6489 members 
Mstep: Class 32 contains 2743 members 
Mstep: Class 33 contains 83345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235404544.000000 Penalty: 118698.507812
Iteration 57Q: 34 clusters Score -2.354045e+08 nChanged 6643
Entering Unmasked Mstep 
Mstep: Class 0 contains 321 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 20410 members 
Mstep: Class 3 contains 58953 members 
Mstep: Class 4 contains 9114 members 
Mstep: Class 5 contains 7287 members 
Mstep: Class 6 contains 16022 members 
Mstep: Class 7 contains 13531 members 
Mstep: Class 8 contains 133212 members 
Mstep: Class 9 contains 11460 members 
Mstep: Class 10 contains 207994 members 
Mstep: Class 11 contains 221931 members 
Mstep: Class 12 contains 10344 members 
Mstep: Class 13 contains 310777 members 
Mstep: Class 14 contains 2449 members 
Mstep: Class 15 contains 37000 members 
Mstep: Class 16 contains 53980 members 
Mstep: Class 17 contains 18113 members 
Mstep: Class 18 contains 16100 members 
Mstep: Class 19 contains 10001 members 
Mstep: Class 20 contains 5034 members 
Mstep: Class 21 contains 39144 members 
Mstep: Class 22 contains 31576 members 
Mstep: Class 23 contains 165463 members 
Mstep: Class 24 contains 96980 members 
Mstep: Class 25 contains 4316 members 
Mstep: Class 26 contains 240278 members 
Mstep: Class 27 contains 34868 members 
Mstep: Class 28 contains 5728 members 
Mstep: Class 29 contains 6149 members 
Mstep: Class 30 contains 105467 members 
Mstep: Class 31 contains 6530 members 
Mstep: Class 32 contains 2756 members 
Mstep: Class 33 contains 83307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235405616.000000 Penalty: 118698.507812
Iteration 58Q: 34 clusters Score -2.354056e+08 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 321 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 20379 members 
Mstep: Class 3 contains 58784 members 
Mstep: Class 4 contains 9133 members 
Mstep: Class 5 contains 7312 members 
Mstep: Class 6 contains 16106 members 
Mstep: Class 7 contains 13524 members 
Mstep: Class 8 contains 133020 members 
Mstep: Class 9 contains 11433 members 
Mstep: Class 10 contains 206381 members 
Mstep: Class 11 contains 221083 members 
Mstep: Class 12 contains 10398 members 
Mstep: Class 13 contains 311358 members 
Mstep: Class 14 contains 2449 members 
Mstep: Class 15 contains 37232 members 
Mstep: Class 16 contains 53915 members 
Mstep: Class 17 contains 18158 members 
Mstep: Class 18 contains 16095 members 
Mstep: Class 19 contains 9894 members 
Mstep: Class 20 contains 5068 members 
Mstep: Class 21 contains 39220 members 
Mstep: Class 22 contains 31419 members 
Mstep: Class 23 contains 166464 members 
Mstep: Class 24 contains 96816 members 
Mstep: Class 25 contains 4346 members 
Mstep: Class 26 contains 241064 members 
Mstep: Class 27 contains 35172 members 
Mstep: Class 28 contains 5600 members 
Mstep: Class 29 contains 6168 members 
Mstep: Class 30 contains 105656 members 
Mstep: Class 31 contains 6565 members 
Mstep: Class 32 contains 2776 members 
Mstep: Class 33 contains 83281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235405792.000000 Penalty: 118698.507812
Iteration 59Q: 34 clusters Score -2.354058e+08 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 321 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 20340 members 
Mstep: Class 3 contains 58656 members 
Mstep: Class 4 contains 9139 members 
Mstep: Class 5 contains 7345 members 
Mstep: Class 6 contains 16168 members 
Mstep: Class 7 contains 13515 members 
Mstep: Class 8 contains 132840 members 
Mstep: Class 9 contains 11404 members 
Mstep: Class 10 contains 204934 members 
Mstep: Class 11 contains 220366 members 
Mstep: Class 12 contains 10455 members 
Mstep: Class 13 contains 311885 members 
Mstep: Class 14 contains 2449 members 
Mstep: Class 15 contains 37449 members 
Mstep: Class 16 contains 53860 members 
Mstep: Class 17 contains 18217 members 
Mstep: Class 18 contains 16097 members 
Mstep: Class 19 contains 9800 members 
Mstep: Class 20 contains 5091 members 
Mstep: Class 21 contains 39298 members 
Mstep: Class 22 contains 31263 members 
Mstep: Class 23 contains 167331 members 
Mstep: Class 24 contains 96677 members 
Mstep: Class 25 contains 4371 members 
Mstep: Class 26 contains 241770 members 
Mstep: Class 27 contains 35446 members 
Mstep: Class 28 contains 5472 members 
Mstep: Class 29 contains 6166 members 
Mstep: Class 30 contains 105817 members 
Mstep: Class 31 contains 6592 members 
Mstep: Class 32 contains 2801 members 
Mstep: Class 33 contains 83254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235418704.000000 Penalty: 118698.507812
Iteration 60F: 34 clusters Score -2.354187e+08 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 20303 members 
Mstep: Class 3 contains 58535 members 
Mstep: Class 4 contains 9141 members 
Mstep: Class 5 contains 7369 members 
Mstep: Class 6 contains 16233 members 
Mstep: Class 7 contains 13509 members 
Mstep: Class 8 contains 132672 members 
Mstep: Class 9 contains 11382 members 
Mstep: Class 10 contains 203553 members 
Mstep: Class 11 contains 219690 members 
Mstep: Class 12 contains 10568 members 
Mstep: Class 13 contains 312398 members 
Mstep: Class 14 contains 2664 members 
Mstep: Class 15 contains 37642 members 
Mstep: Class 16 contains 53730 members 
Mstep: Class 17 contains 18276 members 
Mstep: Class 18 contains 16114 members 
Mstep: Class 19 contains 9719 members 
Mstep: Class 20 contains 5114 members 
Mstep: Class 21 contains 39374 members 
Mstep: Class 22 contains 31119 members 
Mstep: Class 23 contains 168104 members 
Mstep: Class 24 contains 96519 members 
Mstep: Class 25 contains 4396 members 
Mstep: Class 26 contains 242469 members 
Mstep: Class 27 contains 35697 members 
Mstep: Class 28 contains 5369 members 
Mstep: Class 29 contains 6167 members 
Mstep: Class 30 contains 105963 members 
Mstep: Class 31 contains 6639 members 
Mstep: Class 32 contains 2829 members 
Mstep: Class 33 contains 83235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235426144.000000 Penalty: 118698.507812
Iteration 61Q: 34 clusters Score -2.354261e+08 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 20273 members 
Mstep: Class 3 contains 58424 members 
Mstep: Class 4 contains 9158 members 
Mstep: Class 5 contains 7396 members 
Mstep: Class 6 contains 16282 members 
Mstep: Class 7 contains 13500 members 
Mstep: Class 8 contains 132527 members 
Mstep: Class 9 contains 11354 members 
Mstep: Class 10 contains 202292 members 
Mstep: Class 11 contains 219050 members 
Mstep: Class 12 contains 10670 members 
Mstep: Class 13 contains 312857 members 
Mstep: Class 14 contains 2668 members 
Mstep: Class 15 contains 37824 members 
Mstep: Class 16 contains 53640 members 
Mstep: Class 17 contains 18351 members 
Mstep: Class 18 contains 16125 members 
Mstep: Class 19 contains 9649 members 
Mstep: Class 20 contains 5143 members 
Mstep: Class 21 contains 39428 members 
Mstep: Class 22 contains 30981 members 
Mstep: Class 23 contains 168810 members 
Mstep: Class 24 contains 96361 members 
Mstep: Class 25 contains 4423 members 
Mstep: Class 26 contains 243099 members 
Mstep: Class 27 contains 35926 members 
Mstep: Class 28 contains 5284 members 
Mstep: Class 29 contains 6159 members 
Mstep: Class 30 contains 106072 members 
Mstep: Class 31 contains 6687 members 
Mstep: Class 32 contains 2857 members 
Mstep: Class 33 contains 83242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235426784.000000 Penalty: 118698.507812
Iteration 62Q: 34 clusters Score -2.354268e+08 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 20225 members 
Mstep: Class 3 contains 58313 members 
Mstep: Class 4 contains 9164 members 
Mstep: Class 5 contains 7420 members 
Mstep: Class 6 contains 16337 members 
Mstep: Class 7 contains 13494 members 
Mstep: Class 8 contains 132390 members 
Mstep: Class 9 contains 11328 members 
Mstep: Class 10 contains 201211 members 
Mstep: Class 11 contains 218495 members 
Mstep: Class 12 contains 10770 members 
Mstep: Class 13 contains 313267 members 
Mstep: Class 14 contains 2665 members 
Mstep: Class 15 contains 38006 members 
Mstep: Class 16 contains 53567 members 
Mstep: Class 17 contains 18437 members 
Mstep: Class 18 contains 16139 members 
Mstep: Class 19 contains 9526 members 
Mstep: Class 20 contains 5169 members 
Mstep: Class 21 contains 39472 members 
Mstep: Class 22 contains 30835 members 
Mstep: Class 23 contains 169469 members 
Mstep: Class 24 contains 96206 members 
Mstep: Class 25 contains 4448 members 
Mstep: Class 26 contains 243629 members 
Mstep: Class 27 contains 36143 members 
Mstep: Class 28 contains 5209 members 
Mstep: Class 29 contains 6156 members 
Mstep: Class 30 contains 106180 members 
Mstep: Class 31 contains 6738 members 
Mstep: Class 32 contains 2879 members 
Mstep: Class 33 contains 83238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235427440.000000 Penalty: 118698.507812
Iteration 63Q: 34 clusters Score -2.354274e+08 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 20173 members 
Mstep: Class 3 contains 58222 members 
Mstep: Class 4 contains 9167 members 
Mstep: Class 5 contains 7437 members 
Mstep: Class 6 contains 16396 members 
Mstep: Class 7 contains 13483 members 
Mstep: Class 8 contains 132273 members 
Mstep: Class 9 contains 11296 members 
Mstep: Class 10 contains 200287 members 
Mstep: Class 11 contains 217920 members 
Mstep: Class 12 contains 10871 members 
Mstep: Class 13 contains 313676 members 
Mstep: Class 14 contains 2664 members 
Mstep: Class 15 contains 38170 members 
Mstep: Class 16 contains 53477 members 
Mstep: Class 17 contains 18564 members 
Mstep: Class 18 contains 16156 members 
Mstep: Class 19 contains 9381 members 
Mstep: Class 20 contains 5201 members 
Mstep: Class 21 contains 39507 members 
Mstep: Class 22 contains 30716 members 
Mstep: Class 23 contains 170057 members 
Mstep: Class 24 contains 96092 members 
Mstep: Class 25 contains 4475 members 
Mstep: Class 26 contains 244046 members 
Mstep: Class 27 contains 36350 members 
Mstep: Class 28 contains 5144 members 
Mstep: Class 29 contains 6141 members 
Mstep: Class 30 contains 106263 members 
Mstep: Class 31 contains 6788 members 
Mstep: Class 32 contains 2890 members 
Mstep: Class 33 contains 83250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235427840.000000 Penalty: 118698.507812
Iteration 64Q: 34 clusters Score -2.354278e+08 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 20134 members 
Mstep: Class 3 contains 58158 members 
Mstep: Class 4 contains 9174 members 
Mstep: Class 5 contains 7448 members 
Mstep: Class 6 contains 16463 members 
Mstep: Class 7 contains 13464 members 
Mstep: Class 8 contains 132148 members 
Mstep: Class 9 contains 11261 members 
Mstep: Class 10 contains 199506 members 
Mstep: Class 11 contains 217391 members 
Mstep: Class 12 contains 10951 members 
Mstep: Class 13 contains 314045 members 
Mstep: Class 14 contains 2664 members 
Mstep: Class 15 contains 38307 members 
Mstep: Class 16 contains 53439 members 
Mstep: Class 17 contains 18690 members 
Mstep: Class 18 contains 16161 members 
Mstep: Class 19 contains 9246 members 
Mstep: Class 20 contains 5228 members 
Mstep: Class 21 contains 39525 members 
Mstep: Class 22 contains 30618 members 
Mstep: Class 23 contains 170591 members 
Mstep: Class 24 contains 95986 members 
Mstep: Class 25 contains 4499 members 
Mstep: Class 26 contains 244366 members 
Mstep: Class 27 contains 36541 members 
Mstep: Class 28 contains 5085 members 
Mstep: Class 29 contains 6118 members 
Mstep: Class 30 contains 106336 members 
Mstep: Class 31 contains 6827 members 
Mstep: Class 32 contains 2902 members 
Mstep: Class 33 contains 83270 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 65Q: 34 clusters Score -2.35429e+08 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 20108 members 
Mstep: Class 3 contains 58091 members 
Mstep: Class 4 contains 9189 members 
Mstep: Class 5 contains 7468 members 
Mstep: Class 6 contains 16508 members 
Mstep: Class 7 contains 13453 members 
Mstep: Class 8 contains 132034 members 
Mstep: Class 9 contains 11223 members 
Mstep: Class 10 contains 198818 members 
Mstep: Class 11 contains 216866 members 
Mstep: Class 12 contains 11021 members 
Mstep: Class 13 contains 314400 members 
Mstep: Class 14 contains 2664 members 
Mstep: Class 15 contains 38423 members 
Mstep: Class 16 contains 53358 members 
Mstep: Class 17 contains 18802 members 
Mstep: Class 18 contains 16173 members 
Mstep: Class 19 contains 9124 members 
Mstep: Class 20 contains 5254 members 
Mstep: Class 21 contains 39540 members 
Mstep: Class 22 contains 30531 members 
Mstep: Class 23 contains 171120 members 
Mstep: Class 24 contains 95897 members 
Mstep: Class 25 contains 4530 members 
Mstep: Class 26 contains 244598 members 
Mstep: Class 27 contains 36723 members 
Mstep: Class 28 contains 5038 members 
Mstep: Class 29 contains 6114 members 
Mstep: Class 30 contains 106399 members 
Mstep: Class 31 contains 6864 members 
Mstep: Class 32 contains 2916 members 
Mstep: Class 33 contains 83293 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 66Q: 34 clusters Score -2.35429e+08 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 20073 members 
Mstep: Class 3 contains 58021 members 
Mstep: Class 4 contains 9198 members 
Mstep: Class 5 contains 7473 members 
Mstep: Class 6 contains 16545 members 
Mstep: Class 7 contains 13438 members 
Mstep: Class 8 contains 131920 members 
Mstep: Class 9 contains 11182 members 
Mstep: Class 10 contains 198227 members 
Mstep: Class 11 contains 216334 members 
Mstep: Class 12 contains 11093 members 
Mstep: Class 13 contains 314700 members 
Mstep: Class 14 contains 2664 members 
Mstep: Class 15 contains 38516 members 
Mstep: Class 16 contains 53292 members 
Mstep: Class 17 contains 18916 members 
Mstep: Class 18 contains 16184 members 
Mstep: Class 19 contains 9060 members 
Mstep: Class 20 contains 5281 members 
Mstep: Class 21 contains 39561 members 
Mstep: Class 22 contains 30472 members 
Mstep: Class 23 contains 171626 members 
Mstep: Class 24 contains 95804 members 
Mstep: Class 25 contains 4568 members 
Mstep: Class 26 contains 244782 members 
Mstep: Class 27 contains 36899 members 
Mstep: Class 28 contains 5000 members 
Mstep: Class 29 contains 6116 members 
Mstep: Class 30 contains 106455 members 
Mstep: Class 31 contains 6891 members 
Mstep: Class 32 contains 2922 members 
Mstep: Class 33 contains 83329 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 67Q: 34 clusters Score -2.354298e+08 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 20034 members 
Mstep: Class 3 contains 57954 members 
Mstep: Class 4 contains 9201 members 
Mstep: Class 5 contains 7479 members 
Mstep: Class 6 contains 16575 members 
Mstep: Class 7 contains 13426 members 
Mstep: Class 8 contains 131837 members 
Mstep: Class 9 contains 11125 members 
Mstep: Class 10 contains 197831 members 
Mstep: Class 11 contains 215861 members 
Mstep: Class 12 contains 11158 members 
Mstep: Class 13 contains 314978 members 
Mstep: Class 14 contains 2664 members 
Mstep: Class 15 contains 38607 members 
Mstep: Class 16 contains 53234 members 
Mstep: Class 17 contains 18979 members 
Mstep: Class 18 contains 16183 members 
Mstep: Class 19 contains 9011 members 
Mstep: Class 20 contains 5299 members 
Mstep: Class 21 contains 39587 members 
Mstep: Class 22 contains 30421 members 
Mstep: Class 23 contains 172162 members 
Mstep: Class 24 contains 95706 members 
Mstep: Class 25 contains 4612 members 
Mstep: Class 26 contains 244786 members 
Mstep: Class 27 contains 37032 members 
Mstep: Class 28 contains 4968 members 
Mstep: Class 29 contains 6108 members 
Mstep: Class 30 contains 106526 members 
Mstep: Class 31 contains 6925 members 
Mstep: Class 32 contains 2932 members 
Mstep: Class 33 contains 83344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235430240.000000 Penalty: 118698.507812
Iteration 68Q: 34 clusters Score -2.354302e+08 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 20003 members 
Mstep: Class 3 contains 57887 members 
Mstep: Class 4 contains 9205 members 
Mstep: Class 5 contains 7493 members 
Mstep: Class 6 contains 16602 members 
Mstep: Class 7 contains 13409 members 
Mstep: Class 8 contains 131750 members 
Mstep: Class 9 contains 11077 members 
Mstep: Class 10 contains 197520 members 
Mstep: Class 11 contains 215433 members 
Mstep: Class 12 contains 11210 members 
Mstep: Class 13 contains 315245 members 
Mstep: Class 14 contains 2664 members 
Mstep: Class 15 contains 38705 members 
Mstep: Class 16 contains 53170 members 
Mstep: Class 17 contains 19039 members 
Mstep: Class 18 contains 16188 members 
Mstep: Class 19 contains 8974 members 
Mstep: Class 20 contains 5318 members 
Mstep: Class 21 contains 39605 members 
Mstep: Class 22 contains 30361 members 
Mstep: Class 23 contains 172629 members 
Mstep: Class 24 contains 95602 members 
Mstep: Class 25 contains 4669 members 
Mstep: Class 26 contains 244770 members 
Mstep: Class 27 contains 37156 members 
Mstep: Class 28 contains 4931 members 
Mstep: Class 29 contains 6095 members 
Mstep: Class 30 contains 106595 members 
Mstep: Class 31 contains 6949 members 
Mstep: Class 32 contains 2936 members 
Mstep: Class 33 contains 83356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235431280.000000 Penalty: 118698.507812
Iteration 69Q: 34 clusters Score -2.354313e+08 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 19970 members 
Mstep: Class 3 contains 57825 members 
Mstep: Class 4 contains 9213 members 
Mstep: Class 5 contains 7508 members 
Mstep: Class 6 contains 16642 members 
Mstep: Class 7 contains 13403 members 
Mstep: Class 8 contains 131694 members 
Mstep: Class 9 contains 11028 members 
Mstep: Class 10 contains 197335 members 
Mstep: Class 11 contains 215002 members 
Mstep: Class 12 contains 11247 members 
Mstep: Class 13 contains 315520 members 
Mstep: Class 14 contains 2664 members 
Mstep: Class 15 contains 38803 members 
Mstep: Class 16 contains 53091 members 
Mstep: Class 17 contains 19075 members 
Mstep: Class 18 contains 16193 members 
Mstep: Class 19 contains 8949 members 
Mstep: Class 20 contains 5332 members 
Mstep: Class 21 contains 39631 members 
Mstep: Class 22 contains 30287 members 
Mstep: Class 23 contains 173019 members 
Mstep: Class 24 contains 95510 members 
Mstep: Class 25 contains 4739 members 
Mstep: Class 26 contains 244652 members 
Mstep: Class 27 contains 37277 members 
Mstep: Class 28 contains 4900 members 
Mstep: Class 29 contains 6086 members 
Mstep: Class 30 contains 106641 members 
Mstep: Class 31 contains 6987 members 
Mstep: Class 32 contains 2944 members 
Mstep: Class 33 contains 83385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235431552.000000 Penalty: 118698.507812
Iteration 70Q: 34 clusters Score -2.354316e+08 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 19935 members 
Mstep: Class 3 contains 57768 members 
Mstep: Class 4 contains 9221 members 
Mstep: Class 5 contains 7517 members 
Mstep: Class 6 contains 16670 members 
Mstep: Class 7 contains 13406 members 
Mstep: Class 8 contains 131613 members 
Mstep: Class 9 contains 10963 members 
Mstep: Class 10 contains 197227 members 
Mstep: Class 11 contains 214602 members 
Mstep: Class 12 contains 11289 members 
Mstep: Class 13 contains 315803 members 
Mstep: Class 14 contains 2664 members 
Mstep: Class 15 contains 38885 members 
Mstep: Class 16 contains 53028 members 
Mstep: Class 17 contains 19074 members 
Mstep: Class 18 contains 16204 members 
Mstep: Class 19 contains 8923 members 
Mstep: Class 20 contains 5361 members 
Mstep: Class 21 contains 39672 members 
Mstep: Class 22 contains 30215 members 
Mstep: Class 23 contains 173349 members 
Mstep: Class 24 contains 95426 members 
Mstep: Class 25 contains 4819 members 
Mstep: Class 26 contains 244489 members 
Mstep: Class 27 contains 37391 members 
Mstep: Class 28 contains 4874 members 
Mstep: Class 29 contains 6076 members 
Mstep: Class 30 contains 106715 members 
Mstep: Class 31 contains 7011 members 
Mstep: Class 32 contains 2954 members 
Mstep: Class 33 contains 83410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235431264.000000 Penalty: 118698.507812
Iteration 71Q: 34 clusters Score -2.354313e+08 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 19903 members 
Mstep: Class 3 contains 57725 members 
Mstep: Class 4 contains 9234 members 
Mstep: Class 5 contains 7524 members 
Mstep: Class 6 contains 16692 members 
Mstep: Class 7 contains 13397 members 
Mstep: Class 8 contains 131547 members 
Mstep: Class 9 contains 10893 members 
Mstep: Class 10 contains 197181 members 
Mstep: Class 11 contains 214178 members 
Mstep: Class 12 contains 11343 members 
Mstep: Class 13 contains 316049 members 
Mstep: Class 14 contains 2665 members 
Mstep: Class 15 contains 38966 members 
Mstep: Class 16 contains 52957 members 
Mstep: Class 17 contains 19060 members 
Mstep: Class 18 contains 16206 members 
Mstep: Class 19 contains 8918 members 
Mstep: Class 20 contains 5375 members 
Mstep: Class 21 contains 39701 members 
Mstep: Class 22 contains 30160 members 
Mstep: Class 23 contains 173641 members 
Mstep: Class 24 contains 95397 members 
Mstep: Class 25 contains 4897 members 
Mstep: Class 26 contains 244319 members 
Mstep: Class 27 contains 37504 members 
Mstep: Class 28 contains 4854 members 
Mstep: Class 29 contains 6066 members 
Mstep: Class 30 contains 106781 members 
Mstep: Class 31 contains 7025 members 
Mstep: Class 32 contains 2968 members 
Mstep: Class 33 contains 83432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235431568.000000 Penalty: 118698.507812
Iteration 72Q: 34 clusters Score -2.354316e+08 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 19876 members 
Mstep: Class 3 contains 57683 members 
Mstep: Class 4 contains 9247 members 
Mstep: Class 5 contains 7530 members 
Mstep: Class 6 contains 16701 members 
Mstep: Class 7 contains 13391 members 
Mstep: Class 8 contains 131478 members 
Mstep: Class 9 contains 10839 members 
Mstep: Class 10 contains 197205 members 
Mstep: Class 11 contains 213812 members 
Mstep: Class 12 contains 11397 members 
Mstep: Class 13 contains 316273 members 
Mstep: Class 14 contains 2665 members 
Mstep: Class 15 contains 39045 members 
Mstep: Class 16 contains 52894 members 
Mstep: Class 17 contains 19052 members 
Mstep: Class 18 contains 16203 members 
Mstep: Class 19 contains 8893 members 
Mstep: Class 20 contains 5381 members 
Mstep: Class 21 contains 39758 members 
Mstep: Class 22 contains 30108 members 
Mstep: Class 23 contains 173915 members 
Mstep: Class 24 contains 95384 members 
Mstep: Class 25 contains 4954 members 
Mstep: Class 26 contains 244080 members 
Mstep: Class 27 contains 37599 members 
Mstep: Class 28 contains 4836 members 
Mstep: Class 29 contains 6065 members 
Mstep: Class 30 contains 106847 members 
Mstep: Class 31 contains 7038 members 
Mstep: Class 32 contains 2971 members 
Mstep: Class 33 contains 83440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235431936.000000 Penalty: 118698.507812
Iteration 73Q: 34 clusters Score -2.354319e+08 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 19852 members 
Mstep: Class 3 contains 57652 members 
Mstep: Class 4 contains 9248 members 
Mstep: Class 5 contains 7545 members 
Mstep: Class 6 contains 16707 members 
Mstep: Class 7 contains 13383 members 
Mstep: Class 8 contains 131407 members 
Mstep: Class 9 contains 10804 members 
Mstep: Class 10 contains 197345 members 
Mstep: Class 11 contains 213446 members 
Mstep: Class 12 contains 11446 members 
Mstep: Class 13 contains 316463 members 
Mstep: Class 14 contains 2665 members 
Mstep: Class 15 contains 39121 members 
Mstep: Class 16 contains 52815 members 
Mstep: Class 17 contains 19043 members 
Mstep: Class 18 contains 16199 members 
Mstep: Class 19 contains 8887 members 
Mstep: Class 20 contains 5396 members 
Mstep: Class 21 contains 39783 members 
Mstep: Class 22 contains 30063 members 
Mstep: Class 23 contains 174199 members 
Mstep: Class 24 contains 95367 members 
Mstep: Class 25 contains 5017 members 
Mstep: Class 26 contains 243744 members 
Mstep: Class 27 contains 37686 members 
Mstep: Class 28 contains 4814 members 
Mstep: Class 29 contains 6064 members 
Mstep: Class 30 contains 106908 members 
Mstep: Class 31 contains 7047 members 
Mstep: Class 32 contains 2981 members 
Mstep: Class 33 contains 83464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235431632.000000 Penalty: 118698.507812
Iteration 74Q: 34 clusters Score -2.354316e+08 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 19841 members 
Mstep: Class 3 contains 57625 members 
Mstep: Class 4 contains 9254 members 
Mstep: Class 5 contains 7563 members 
Mstep: Class 6 contains 16714 members 
Mstep: Class 7 contains 13380 members 
Mstep: Class 8 contains 131352 members 
Mstep: Class 9 contains 10750 members 
Mstep: Class 10 contains 197562 members 
Mstep: Class 11 contains 213090 members 
Mstep: Class 12 contains 11497 members 
Mstep: Class 13 contains 316616 members 
Mstep: Class 14 contains 2665 members 
Mstep: Class 15 contains 39180 members 
Mstep: Class 16 contains 52758 members 
Mstep: Class 17 contains 19013 members 
Mstep: Class 18 contains 16201 members 
Mstep: Class 19 contains 8878 members 
Mstep: Class 20 contains 5398 members 
Mstep: Class 21 contains 39798 members 
Mstep: Class 22 contains 30029 members 
Mstep: Class 23 contains 174432 members 
Mstep: Class 24 contains 95353 members 
Mstep: Class 25 contains 5086 members 
Mstep: Class 26 contains 243388 members 
Mstep: Class 27 contains 37777 members 
Mstep: Class 28 contains 4790 members 
Mstep: Class 29 contains 6069 members 
Mstep: Class 30 contains 106954 members 
Mstep: Class 31 contains 7063 members 
Mstep: Class 32 contains 2989 members 
Mstep: Class 33 contains 83495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235431376.000000 Penalty: 118698.507812
Iteration 75Q: 34 clusters Score -2.354314e+08 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 19816 members 
Mstep: Class 3 contains 57587 members 
Mstep: Class 4 contains 9257 members 
Mstep: Class 5 contains 7567 members 
Mstep: Class 6 contains 16724 members 
Mstep: Class 7 contains 13377 members 
Mstep: Class 8 contains 131312 members 
Mstep: Class 9 contains 10694 members 
Mstep: Class 10 contains 197849 members 
Mstep: Class 11 contains 212810 members 
Mstep: Class 12 contains 11554 members 
Mstep: Class 13 contains 316758 members 
Mstep: Class 14 contains 2665 members 
Mstep: Class 15 contains 39231 members 
Mstep: Class 16 contains 52725 members 
Mstep: Class 17 contains 18989 members 
Mstep: Class 18 contains 16204 members 
Mstep: Class 19 contains 8862 members 
Mstep: Class 20 contains 5405 members 
Mstep: Class 21 contains 39794 members 
Mstep: Class 22 contains 29998 members 
Mstep: Class 23 contains 174620 members 
Mstep: Class 24 contains 95329 members 
Mstep: Class 25 contains 5175 members 
Mstep: Class 26 contains 243004 members 
Mstep: Class 27 contains 37848 members 
Mstep: Class 28 contains 4760 members 
Mstep: Class 29 contains 6063 members 
Mstep: Class 30 contains 106990 members 
Mstep: Class 31 contains 7086 members 
Mstep: Class 32 contains 3003 members 
Mstep: Class 33 contains 83514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235431888.000000 Penalty: 118698.507812
Iteration 76Q: 34 clusters Score -2.354319e+08 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 19797 members 
Mstep: Class 3 contains 57561 members 
Mstep: Class 4 contains 9257 members 
Mstep: Class 5 contains 7579 members 
Mstep: Class 6 contains 16730 members 
Mstep: Class 7 contains 13375 members 
Mstep: Class 8 contains 131281 members 
Mstep: Class 9 contains 10648 members 
Mstep: Class 10 contains 198175 members 
Mstep: Class 11 contains 212544 members 
Mstep: Class 12 contains 11599 members 
Mstep: Class 13 contains 316883 members 
Mstep: Class 14 contains 2664 members 
Mstep: Class 15 contains 39285 members 
Mstep: Class 16 contains 52688 members 
Mstep: Class 17 contains 18953 members 
Mstep: Class 18 contains 16209 members 
Mstep: Class 19 contains 8839 members 
Mstep: Class 20 contains 5412 members 
Mstep: Class 21 contains 39815 members 
Mstep: Class 22 contains 29962 members 
Mstep: Class 23 contains 174777 members 
Mstep: Class 24 contains 95304 members 
Mstep: Class 25 contains 5249 members 
Mstep: Class 26 contains 242603 members 
Mstep: Class 27 contains 37902 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 6062 members 
Mstep: Class 30 contains 107009 members 
Mstep: Class 31 contains 7112 members 
Mstep: Class 32 contains 3007 members 
Mstep: Class 33 contains 83544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235432400.000000 Penalty: 118698.507812
Iteration 77Q: 34 clusters Score -2.354324e+08 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 19778 members 
Mstep: Class 3 contains 57538 members 
Mstep: Class 4 contains 9262 members 
Mstep: Class 5 contains 7591 members 
Mstep: Class 6 contains 16746 members 
Mstep: Class 7 contains 13366 members 
Mstep: Class 8 contains 131253 members 
Mstep: Class 9 contains 10612 members 
Mstep: Class 10 contains 198528 members 
Mstep: Class 11 contains 212275 members 
Mstep: Class 12 contains 11643 members 
Mstep: Class 13 contains 317023 members 
Mstep: Class 14 contains 2664 members 
Mstep: Class 15 contains 39324 members 
Mstep: Class 16 contains 52633 members 
Mstep: Class 17 contains 18906 members 
Mstep: Class 18 contains 16223 members 
Mstep: Class 19 contains 8822 members 
Mstep: Class 20 contains 5416 members 
Mstep: Class 21 contains 39826 members 
Mstep: Class 22 contains 29920 members 
Mstep: Class 23 contains 174929 members 
Mstep: Class 24 contains 95277 members 
Mstep: Class 25 contains 5326 members 
Mstep: Class 26 contains 242185 members 
Mstep: Class 27 contains 37971 members 
Mstep: Class 28 contains 4719 members 
Mstep: Class 29 contains 6062 members 
Mstep: Class 30 contains 107029 members 
Mstep: Class 31 contains 7145 members 
Mstep: Class 32 contains 3013 members 
Mstep: Class 33 contains 83570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235432320.000000 Penalty: 118698.507812
Iteration 78Q: 34 clusters Score -2.354323e+08 nChanged 2133
Entering ConstructFrom: 
Score: -235432320.000000 Penalty: 118698.507812
Entering ConstructFrom: 
Trying to split cluster 1 (3489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Entering Unmasked Estep 
Score: -392920.312500 Penalty: 2023.027954
	Iteration 0F: 2 clusters Score -392920.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -389377.437500 Penalty: 4046.055908
	Iteration 0F: 3 clusters Score -389377.4 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -390209.875000 Penalty: 4046.055908
	Iteration 1F: 3 clusters Score -390209.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -390486.156250 Penalty: 4046.055908
	Iteration 2F: 3 clusters Score -390486.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -390652.156250 Penalty: 4046.055908
	Iteration 3F: 3 clusters Score -390652.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -390762.031250 Penalty: 4046.055908
	Iteration 4Q: 3 clusters Score -390762 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -390849.187500 Penalty: 4046.055908
	Iteration 5Q: 3 clusters Score -390849.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -390931.750000 Penalty: 4046.055908
	Iteration 6Q: 3 clusters Score -390931.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -390993.281250 Penalty: 4046.055908
	Iteration 7Q: 3 clusters Score -390993.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -391047.875000 Penalty: 4046.055908
	Iteration 8Q: 3 clusters Score -391047.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -391094.968750 Penalty: 4046.055908
	Iteration 9Q: 3 clusters Score -391095 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -391138.250000 Penalty: 4046.055908
	Iteration 10Q: 3 clusters Score -391138.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -391193.375000 Penalty: 4046.055908
	Iteration 11Q: 3 clusters Score -391193.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -391252.718750 Penalty: 4046.055908
	Iteration 12Q: 3 clusters Score -391252.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -391311.187500 Penalty: 4046.055908
	Iteration 13Q: 3 clusters Score -391311.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -391356.375000 Penalty: 4046.055908
	Iteration 14Q: 3 clusters Score -391356.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -391390.968750 Penalty: 4046.055908
	Iteration 15Q: 3 clusters Score -391391 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -391439.093750 Penalty: 4046.055908
	Iteration 16Q: 3 clusters Score -391439.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -391493.843750 Penalty: 4046.055908
	Iteration 17Q: 3 clusters Score -391493.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -391534.656250 Penalty: 4046.055908
	Iteration 18Q: 3 clusters Score -391534.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -391579.437500 Penalty: 4046.055908
	Iteration 19Q: 3 clusters Score -391579.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -391631.406250 Penalty: 4046.055908
	Iteration 20F: 3 clusters Score -391631.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -391671.375000 Penalty: 4046.055908
	Iteration 21Q: 3 clusters Score -391671.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -391701.625000 Penalty: 4046.055908
	Iteration 22Q: 3 clusters Score -391701.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -391725.718750 Penalty: 4046.055908
	Iteration 23Q: 3 clusters Score -391725.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -391742.125000 Penalty: 4046.055908
	Iteration 24Q: 3 clusters Score -391742.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -391751.062500 Penalty: 4046.055908
	Iteration 25Q: 3 clusters Score -391751.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -391757.843750 Penalty: 4046.055908
	Iteration 26Q: 3 clusters Score -391757.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -391765.843750 Penalty: 4046.055908
	Iteration 27Q: 3 clusters Score -391765.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -391777.187500 Penalty: 4046.055908
	Iteration 28Q: 3 clusters Score -391777.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -391789.281250 Penalty: 4046.055908
	Iteration 29Q: 3 clusters Score -391789.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -391808.468750 Penalty: 4046.055908
	Iteration 30Q: 3 clusters Score -391808.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -391821.093750 Penalty: 4046.055908
	Iteration 31Q: 3 clusters Score -391821.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -391827.656250 Penalty: 4046.055908
	Iteration 32Q: 3 clusters Score -391827.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -391833.562500 Penalty: 4046.055908
	Iteration 33Q: 3 clusters Score -391833.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -391835.406250 Penalty: 4046.055908
	Iteration 34Q: 3 clusters Score -391835.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -391835.500000 Penalty: 4046.055908
	Iteration 35Q: 3 clusters Score -391835.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -391836.468750 Penalty: 4046.055908
	Iteration 36Q: 3 clusters Score -391836.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -391837.687500 Penalty: 4046.055908
	Iteration 37Q: 3 clusters Score -391837.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -391837.781250 Penalty: 4046.055908
	Iteration 38Q: 3 clusters Score -391837.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -391838.718750 Penalty: 4046.055908
	Iteration 39Q: 3 clusters Score -391838.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -391839.062500 Penalty: 4046.055908
	Iteration 40F: 3 clusters Score -391839.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -391840.250000 Penalty: 4046.055908
	Iteration 41Q: 3 clusters Score -391840.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -391840.437500 Penalty: 4046.055908
	Iteration 42Q: 3 clusters Score -391840.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -391840.593750 Penalty: 4046.055908
	Iteration 43Q: 3 clusters Score -391840.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -391840.593750 Penalty: 4046.055908
	Iteration 44F: 3 clusters Score -391840.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Entering Unmasked Estep 
Score: -2274123.000000 Penalty: 2453.008057
	Iteration 0F: 2 clusters Score -2274123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -2260380.250000 Penalty: 4906.016113
	Iteration 0F: 3 clusters Score -2260380 nChanged 8623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -2265258.250000 Penalty: 4906.016113
	Iteration 1F: 3 clusters Score -2265258 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -2265929.000000 Penalty: 4906.016113
	Iteration 2F: 3 clusters Score -2265929 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -2266586.500000 Penalty: 4906.016113
	Iteration 3F: 3 clusters Score -2266586 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -2267300.750000 Penalty: 4906.016113
	Iteration 4F: 3 clusters Score -2267301 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -2268031.250000 Penalty: 4906.016113
	Iteration 5F: 3 clusters Score -2268031 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -2268755.500000 Penalty: 4906.016113
	Iteration 6F: 3 clusters Score -2268756 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -2269445.250000 Penalty: 4906.016113
	Iteration 7F: 3 clusters Score -2269445 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -2270140.250000 Penalty: 4906.016113
	Iteration 8Q: 3 clusters Score -2270140 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -2271038.250000 Penalty: 4906.016113
	Iteration 9Q: 3 clusters Score -2271038 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -2272400.000000 Penalty: 4906.016113
	Iteration 10F: 3 clusters Score -2272400 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -2274382.750000 Penalty: 4906.016113
	Iteration 11F: 3 clusters Score -2274383 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -2275632.500000 Penalty: 4906.016113
	Iteration 12F: 3 clusters Score -2275632 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -2276011.250000 Penalty: 4906.016113
	Iteration 13Q: 3 clusters Score -2276011 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -2276114.250000 Penalty: 4906.016113
	Iteration 14Q: 3 clusters Score -2276114 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -2276164.000000 Penalty: 4906.016113
	Iteration 15Q: 3 clusters Score -2276164 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -2276182.500000 Penalty: 4906.016113
	Iteration 16Q: 3 clusters Score -2276182 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -2276201.750000 Penalty: 4906.016113
	Iteration 17Q: 3 clusters Score -2276202 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -2276215.250000 Penalty: 4906.016113
	Iteration 18Q: 3 clusters Score -2276215 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -2276226.000000 Penalty: 4906.016113
	Iteration 19Q: 3 clusters Score -2276226 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -2276237.250000 Penalty: 4906.016113
	Iteration 20F: 3 clusters Score -2276237 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -2276248.000000 Penalty: 4906.016113
	Iteration 21Q: 3 clusters Score -2276248 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -2276252.250000 Penalty: 4906.016113
	Iteration 22Q: 3 clusters Score -2276252 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -2276262.250000 Penalty: 4906.016113
	Iteration 23Q: 3 clusters Score -2276262 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2276273.000000 Penalty: 4906.016113
	Iteration 24Q: 3 clusters Score -2276273 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -2276283.000000 Penalty: 4906.016113
	Iteration 25Q: 3 clusters Score -2276283 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -2276282.500000 Penalty: 4906.016113
	Iteration 26Q: 3 clusters Score -2276282 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -2276303.500000 Penalty: 4906.016113
	Iteration 27Q: 3 clusters Score -2276304 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -2276324.500000 Penalty: 4906.016113
	Iteration 28Q: 3 clusters Score -2276324 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -2276334.250000 Penalty: 4906.016113
	Iteration 29Q: 3 clusters Score -2276334 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -2276344.500000 Penalty: 4906.016113
	Iteration 30Q: 3 clusters Score -2276344 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -2276375.250000 Penalty: 4906.016113
	Iteration 31Q: 3 clusters Score -2276375 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -2276401.000000 Penalty: 4906.016113
	Iteration 32Q: 3 clusters Score -2276401 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -2276413.000000 Penalty: 4906.016113
	Iteration 33Q: 3 clusters Score -2276413 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -2276440.250000 Penalty: 4906.016113
	Iteration 34Q: 3 clusters Score -2276440 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -2276453.750000 Penalty: 4906.016113
	Iteration 35Q: 3 clusters Score -2276454 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -2276472.250000 Penalty: 4906.016113
	Iteration 36Q: 3 clusters Score -2276472 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -2276488.000000 Penalty: 4906.016113
	Iteration 37Q: 3 clusters Score -2276488 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -2276502.250000 Penalty: 4906.016113
	Iteration 38Q: 3 clusters Score -2276502 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -2276511.750000 Penalty: 4906.016113
	Iteration 39Q: 3 clusters Score -2276512 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -2276525.500000 Penalty: 4906.016113
	Iteration 40F: 3 clusters Score -2276526 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -2276527.500000 Penalty: 4906.016113
	Iteration 41Q: 3 clusters Score -2276528 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -2276536.500000 Penalty: 4906.016113
	Iteration 42Q: 3 clusters Score -2276536 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -2276539.250000 Penalty: 4906.016113
	Iteration 43Q: 3 clusters Score -2276539 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -2276545.750000 Penalty: 4906.016113
	Iteration 44Q: 3 clusters Score -2276546 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -2276545.750000 Penalty: 4906.016113
	Iteration 45Q: 3 clusters Score -2276546 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -2276547.000000 Penalty: 4906.016113
	Iteration 46Q: 3 clusters Score -2276547 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -2276553.750000 Penalty: 4906.016113
	Iteration 47Q: 3 clusters Score -2276554 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -2276554.500000 Penalty: 4906.016113
	Iteration 48Q: 3 clusters Score -2276554 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2276560.500000 Penalty: 4906.016113
	Iteration 49Q: 3 clusters Score -2276560 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -2276565.000000 Penalty: 4906.016113
	Iteration 50Q: 3 clusters Score -2276565 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -2276570.000000 Penalty: 4906.016113
	Iteration 51Q: 3 clusters Score -2276570 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -2276567.750000 Penalty: 4906.016113
	Iteration 52Q: 3 clusters Score -2276568 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -2276584.500000 Penalty: 4906.016113
	Iteration 53Q: 3 clusters Score -2276584 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -2276583.250000 Penalty: 4906.016113
	Iteration 54Q: 3 clusters Score -2276583 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -2276579.250000 Penalty: 4906.016113
	Iteration 55Q: 3 clusters Score -2276579 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -2276591.250000 Penalty: 4906.016113
	Iteration 56Q: 3 clusters Score -2276591 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -2276595.500000 Penalty: 4906.016113
	Iteration 57Q: 3 clusters Score -2276596 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -2276603.250000 Penalty: 4906.016113
	Iteration 58Q: 3 clusters Score -2276603 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -2276611.000000 Penalty: 4906.016113
	Iteration 59Q: 3 clusters Score -2276611 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -2276619.750000 Penalty: 4906.016113
	Iteration 60F: 3 clusters Score -2276620 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -2276622.500000 Penalty: 4906.016113
	Iteration 61Q: 3 clusters Score -2276622 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -2276630.750000 Penalty: 4906.016113
	Iteration 62Q: 3 clusters Score -2276631 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -2276637.250000 Penalty: 4906.016113
	Iteration 63Q: 3 clusters Score -2276637 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -2276651.000000 Penalty: 4906.016113
	Iteration 64Q: 3 clusters Score -2276651 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -2276664.750000 Penalty: 4906.016113
	Iteration 65Q: 3 clusters Score -2276665 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -2276673.000000 Penalty: 4906.016113
	Iteration 66Q: 3 clusters Score -2276673 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -2276681.750000 Penalty: 4906.016113
	Iteration 67Q: 3 clusters Score -2276682 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -2276676.500000 Penalty: 4906.016113
	Iteration 68Q: 3 clusters Score -2276676 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -2276678.000000 Penalty: 4906.016113
	Iteration 69Q: 3 clusters Score -2276678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -2276675.250000 Penalty: 4906.016113
	Iteration 70Q: 3 clusters Score -2276675 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -2276688.250000 Penalty: 4906.016113
	Iteration 71Q: 3 clusters Score -2276688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -2276688.000000 Penalty: 4906.016113
	Iteration 72Q: 3 clusters Score -2276688 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -2276688.250000 Penalty: 4906.016113
	Iteration 73Q: 3 clusters Score -2276688 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -2276692.000000 Penalty: 4906.016113
	Iteration 74Q: 3 clusters Score -2276692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -2276695.250000 Penalty: 4906.016113
	Iteration 75Q: 3 clusters Score -2276695 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -2276701.250000 Penalty: 4906.016113
	Iteration 76Q: 3 clusters Score -2276701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -2276704.500000 Penalty: 4906.016113
	Iteration 77Q: 3 clusters Score -2276704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -2276707.000000 Penalty: 4906.016113
	Iteration 78Q: 3 clusters Score -2276707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -2276705.500000 Penalty: 4906.016113
	Iteration 79Q: 3 clusters Score -2276706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -2276706.750000 Penalty: 4906.016113
	Iteration 80F: 3 clusters Score -2276707 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -2276711.500000 Penalty: 4906.016113
	Iteration 81Q: 3 clusters Score -2276712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -2276711.000000 Penalty: 4906.016113
	Iteration 82Q: 3 clusters Score -2276711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -2276717.250000 Penalty: 4906.016113
	Iteration 83Q: 3 clusters Score -2276717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -2276715.250000 Penalty: 4906.016113
	Iteration 84Q: 3 clusters Score -2276715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -2276716.250000 Penalty: 4906.016113
	Iteration 85Q: 3 clusters Score -2276716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -2276715.750000 Penalty: 4906.016113
	Iteration 86Q: 3 clusters Score -2276716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -2276713.250000 Penalty: 4906.016113
	Iteration 87Q: 3 clusters Score -2276713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -2276712.250000 Penalty: 4906.016113
	Iteration 88Q: 3 clusters Score -2276712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -2276712.000000 Penalty: 4906.016113
	Iteration 89Q: 3 clusters Score -2276712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -2276712.000000 Penalty: 4906.016113
	Iteration 90F: 3 clusters Score -2276712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 11839 members 
Mstep: Class 3 contains 57515 members 
Mstep: Class 4 contains 9261 members 
Mstep: Class 5 contains 7600 members 
Mstep: Class 6 contains 16757 members 
Mstep: Class 7 contains 13363 members 
Mstep: Class 8 contains 131227 members 
Mstep: Class 9 contains 10539 members 
Mstep: Class 10 contains 198908 members 
Mstep: Class 11 contains 212026 members 
Mstep: Class 12 contains 11683 members 
Mstep: Class 13 contains 317148 members 
Mstep: Class 14 contains 2664 members 
Mstep: Class 15 contains 39364 members 
Mstep: Class 16 contains 52575 members 
Mstep: Class 17 contains 18864 members 
Mstep: Class 18 contains 16236 members 
Mstep: Class 19 contains 8802 members 
Mstep: Class 20 contains 5419 members 
Mstep: Class 21 contains 39835 members 
Mstep: Class 22 contains 29887 members 
Mstep: Class 23 contains 175076 members 
Mstep: Class 24 contains 95249 members 
Mstep: Class 25 contains 5435 members 
Mstep: Class 26 contains 241781 members 
Mstep: Class 27 contains 38010 members 
Mstep: Class 28 contains 4703 members 
Mstep: Class 29 contains 6062 members 
Mstep: Class 30 contains 107058 members 
Mstep: Class 31 contains 7175 members 
Mstep: Class 32 contains 3019 members 
Mstep: Class 33 contains 83583 members 
Mstep: Class 34 contains 7916 members 
Entering Unmasked Estep 
Score: -235433968.000000 Penalty: 122295.437500
Splitting cluster 2 changes total score from -235432320.000000 to -235433968.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 3 (57515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57515 members 
Entering Unmasked Estep 
Score: -7024878.000000 Penalty: 2718.030518
	Iteration 0F: 2 clusters Score -7024878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28870 members 
Mstep: Class 2 contains 28645 members 
Entering Unmasked Estep 
Score: -6986371.000000 Penalty: 5436.061035
	Iteration 0F: 3 clusters Score -6986371 nChanged 26545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 27530 members 
Entering Unmasked Estep 
Score: -7000995.500000 Penalty: 5436.061035
	Iteration 1F: 3 clusters Score -7000996 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -7001574.500000 Penalty: 5436.061035
	Iteration 2Q: 3 clusters Score -7001574 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -7002286.000000 Penalty: 5436.061035
	Iteration 3Q: 3 clusters Score -7002286 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33513 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -7003287.500000 Penalty: 5436.061035
	Iteration 4Q: 3 clusters Score -7003288 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35918 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -7004846.000000 Penalty: 5436.061035
	Iteration 5F: 3 clusters Score -7004846 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39152 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -7007222.000000 Penalty: 5436.061035
	Iteration 6F: 3 clusters Score -7007222 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43072 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -7010490.500000 Penalty: 5436.061035
	Iteration 7F: 3 clusters Score -7010490 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47186 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -7014209.500000 Penalty: 5436.061035
	Iteration 8F: 3 clusters Score -7014210 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50772 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -7017465.000000 Penalty: 5436.061035
	Iteration 9F: 3 clusters Score -7017465 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53272 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -7019596.500000 Penalty: 5436.061035
	Iteration 10Q: 3 clusters Score -7019596 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54827 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -7020933.500000 Penalty: 5436.061035
	Iteration 11Q: 3 clusters Score -7020934 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55689 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -7021671.000000 Penalty: 5436.061035
	Iteration 12Q: 3 clusters Score -7021671 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56137 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -7022088.000000 Penalty: 5436.061035
	Iteration 13Q: 3 clusters Score -7022088 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56329 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -7022264.500000 Penalty: 5436.061035
	Iteration 14Q: 3 clusters Score -7022264 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56441 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -7022377.500000 Penalty: 5436.061035
	Iteration 15Q: 3 clusters Score -7022378 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56501 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -7022434.500000 Penalty: 5436.061035
	Iteration 16Q: 3 clusters Score -7022434 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56557 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -7022512.000000 Penalty: 5436.061035
	Iteration 17Q: 3 clusters Score -7022512 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56596 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -7022542.500000 Penalty: 5436.061035
	Iteration 18Q: 3 clusters Score -7022542 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56628 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -7022582.500000 Penalty: 5436.061035
	Iteration 19Q: 3 clusters Score -7022582 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56645 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -7022601.000000 Penalty: 5436.061035
	Iteration 20F: 3 clusters Score -7022601 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56659 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -7022623.000000 Penalty: 5436.061035
	Iteration 21Q: 3 clusters Score -7022623 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56665 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -7022632.000000 Penalty: 5436.061035
	Iteration 22Q: 3 clusters Score -7022632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56673 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -7022628.500000 Penalty: 5436.061035
	Iteration 23Q: 3 clusters Score -7022628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56679 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -7022635.000000 Penalty: 5436.061035
	Iteration 24Q: 3 clusters Score -7022635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56682 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -7022636.000000 Penalty: 5436.061035
	Iteration 25Q: 3 clusters Score -7022636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56689 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -7022642.500000 Penalty: 5436.061035
	Iteration 26Q: 3 clusters Score -7022642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56695 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -7022647.500000 Penalty: 5436.061035
	Iteration 27Q: 3 clusters Score -7022648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56699 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -7022662.000000 Penalty: 5436.061035
	Iteration 28Q: 3 clusters Score -7022662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56701 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -7022655.500000 Penalty: 5436.061035
	Iteration 29Q: 3 clusters Score -7022656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56705 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -7022659.000000 Penalty: 5436.061035
	Iteration 30Q: 3 clusters Score -7022659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56706 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -7022660.000000 Penalty: 5436.061035
	Iteration 31Q: 3 clusters Score -7022660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56707 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -7022662.500000 Penalty: 5436.061035
	Iteration 32Q: 3 clusters Score -7022662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56709 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -7022665.000000 Penalty: 5436.061035
	Iteration 33Q: 3 clusters Score -7022665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56711 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -7022662.500000 Penalty: 5436.061035
	Iteration 34Q: 3 clusters Score -7022662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56710 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -7022657.500000 Penalty: 5436.061035
	Iteration 35Q: 3 clusters Score -7022658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56710 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -7022657.500000 Penalty: 5436.061035
	Iteration 36F: 3 clusters Score -7022658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Entering Unmasked Estep 
Score: -1106756.750000 Penalty: 2265.124512
	Iteration 0F: 2 clusters Score -1106757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1099577.500000 Penalty: 4530.249023
	Iteration 0F: 3 clusters Score -1099578 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1101600.125000 Penalty: 4530.249023
	Iteration 1F: 3 clusters Score -1101600 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1101933.500000 Penalty: 4530.249023
	Iteration 2F: 3 clusters Score -1101934 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1102321.750000 Penalty: 4530.249023
	Iteration 3F: 3 clusters Score -1102322 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1102935.375000 Penalty: 4530.249023
	Iteration 4F: 3 clusters Score -1102935 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1103869.000000 Penalty: 4530.249023
	Iteration 5F: 3 clusters Score -1103869 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1104933.625000 Penalty: 4530.249023
	Iteration 6F: 3 clusters Score -1104934 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1105693.875000 Penalty: 4530.249023
	Iteration 7F: 3 clusters Score -1105694 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1106060.000000 Penalty: 4530.249023
	Iteration 8F: 3 clusters Score -1106060 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1106186.500000 Penalty: 4530.249023
	Iteration 9Q: 3 clusters Score -1106186 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1106231.125000 Penalty: 4530.249023
	Iteration 10Q: 3 clusters Score -1106231 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1106253.875000 Penalty: 4530.249023
	Iteration 11Q: 3 clusters Score -1106254 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1106272.125000 Penalty: 4530.249023
	Iteration 12Q: 3 clusters Score -1106272 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1106284.000000 Penalty: 4530.249023
	Iteration 13Q: 3 clusters Score -1106284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1106291.000000 Penalty: 4530.249023
	Iteration 14Q: 3 clusters Score -1106291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1106291.000000 Penalty: 4530.249023
	Iteration 15Q: 3 clusters Score -1106291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1106292.500000 Penalty: 4530.249023
	Iteration 16Q: 3 clusters Score -1106292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1106293.375000 Penalty: 4530.249023
	Iteration 17Q: 3 clusters Score -1106293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1106295.250000 Penalty: 4530.249023
	Iteration 18Q: 3 clusters Score -1106295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1106299.750000 Penalty: 4530.249023
	Iteration 19Q: 3 clusters Score -1106300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1106299.625000 Penalty: 4530.249023
	Iteration 20F: 3 clusters Score -1106300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1106300.375000 Penalty: 4530.249023
	Iteration 21Q: 3 clusters Score -1106300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1106300.375000 Penalty: 4530.249023
	Iteration 22F: 3 clusters Score -1106300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Entering Unmasked Estep 
Score: -846316.500000 Penalty: 2216.104004
	Iteration 0F: 2 clusters Score -846316.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -840200.750000 Penalty: 4432.208008
	Iteration 0F: 3 clusters Score -840200.8 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -842028.500000 Penalty: 4432.208008
	Iteration 1F: 3 clusters Score -842028.5 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -842391.375000 Penalty: 4432.208008
	Iteration 2F: 3 clusters Score -842391.4 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -842705.312500 Penalty: 4432.208008
	Iteration 3F: 3 clusters Score -842705.3 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -842987.812500 Penalty: 4432.208008
	Iteration 4F: 3 clusters Score -842987.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -843309.187500 Penalty: 4432.208008
	Iteration 5F: 3 clusters Score -843309.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -843685.687500 Penalty: 4432.208008
	Iteration 6F: 3 clusters Score -843685.7 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -844151.437500 Penalty: 4432.208008
	Iteration 7F: 3 clusters Score -844151.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -844669.250000 Penalty: 4432.208008
	Iteration 8F: 3 clusters Score -844669.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -845294.687500 Penalty: 4432.208008
	Iteration 9F: 3 clusters Score -845294.7 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -845793.562500 Penalty: 4432.208008
	Iteration 10F: 3 clusters Score -845793.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -846213.500000 Penalty: 4432.208008
	Iteration 11Q: 3 clusters Score -846213.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -846510.687500 Penalty: 4432.208008
	Iteration 12Q: 3 clusters Score -846510.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -846672.187500 Penalty: 4432.208008
	Iteration 13Q: 3 clusters Score -846672.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -846737.875000 Penalty: 4432.208008
	Iteration 14Q: 3 clusters Score -846737.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -846774.125000 Penalty: 4432.208008
	Iteration 15Q: 3 clusters Score -846774.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -846795.125000 Penalty: 4432.208008
	Iteration 16Q: 3 clusters Score -846795.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -846805.000000 Penalty: 4432.208008
	Iteration 17Q: 3 clusters Score -846805 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -846812.687500 Penalty: 4432.208008
	Iteration 18Q: 3 clusters Score -846812.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -846817.875000 Penalty: 4432.208008
	Iteration 19Q: 3 clusters Score -846817.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -846820.062500 Penalty: 4432.208008
	Iteration 20F: 3 clusters Score -846820.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -846819.375000 Penalty: 4432.208008
	Iteration 21Q: 3 clusters Score -846819.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -846821.562500 Penalty: 4432.208008
	Iteration 22Q: 3 clusters Score -846821.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -846821.437500 Penalty: 4432.208008
	Iteration 23Q: 3 clusters Score -846821.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -846822.125000 Penalty: 4432.208008
	Iteration 24Q: 3 clusters Score -846822.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -846822.125000 Penalty: 4432.208008
	Iteration 25F: 3 clusters Score -846822.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 11839 members 
Mstep: Class 3 contains 57515 members 
Mstep: Class 4 contains 9261 members 
Mstep: Class 5 contains 3367 members 
Mstep: Class 6 contains 16757 members 
Mstep: Class 7 contains 13363 members 
Mstep: Class 8 contains 131227 members 
Mstep: Class 9 contains 10539 members 
Mstep: Class 10 contains 198908 members 
Mstep: Class 11 contains 212026 members 
Mstep: Class 12 contains 11683 members 
Mstep: Class 13 contains 317148 members 
Mstep: Class 14 contains 2664 members 
Mstep: Class 15 contains 39364 members 
Mstep: Class 16 contains 52575 members 
Mstep: Class 17 contains 18864 members 
Mstep: Class 18 contains 16236 members 
Mstep: Class 19 contains 8802 members 
Mstep: Class 20 contains 5419 members 
Mstep: Class 21 contains 39835 members 
Mstep: Class 22 contains 29887 members 
Mstep: Class 23 contains 175076 members 
Mstep: Class 24 contains 95249 members 
Mstep: Class 25 contains 5435 members 
Mstep: Class 26 contains 241781 members 
Mstep: Class 27 contains 38010 members 
Mstep: Class 28 contains 4703 members 
Mstep: Class 29 contains 6062 members 
Mstep: Class 30 contains 107058 members 
Mstep: Class 31 contains 7175 members 
Mstep: Class 32 contains 3019 members 
Mstep: Class 33 contains 83583 members 
Mstep: Class 34 contains 7916 members 
Mstep: Class 35 contains 4233 members 
Entering Unmasked Estep 
Score: -235433008.000000 Penalty: 125892.359375
Splitting cluster 5 changes total score from -235432320.000000 to -235433008.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 6 (16757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Entering Unmasked Estep 
Score: -1995097.750000 Penalty: 2412.189697
	Iteration 0F: 2 clusters Score -1995098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1983221.125000 Penalty: 4824.379395
	Iteration 0F: 3 clusters Score -1983221 nChanged 7326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1987276.625000 Penalty: 4824.379395
	Iteration 1F: 3 clusters Score -1987277 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1987887.500000 Penalty: 4824.379395
	Iteration 2F: 3 clusters Score -1987888 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1988504.750000 Penalty: 4824.379395
	Iteration 3F: 3 clusters Score -1988505 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1989178.000000 Penalty: 4824.379395
	Iteration 4F: 3 clusters Score -1989178 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1989828.500000 Penalty: 4824.379395
	Iteration 5F: 3 clusters Score -1989828 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1990398.125000 Penalty: 4824.379395
	Iteration 6F: 3 clusters Score -1990398 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1990914.125000 Penalty: 4824.379395
	Iteration 7F: 3 clusters Score -1990914 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1991334.250000 Penalty: 4824.379395
	Iteration 8Q: 3 clusters Score -1991334 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1991658.625000 Penalty: 4824.379395
	Iteration 9Q: 3 clusters Score -1991659 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1991984.000000 Penalty: 4824.379395
	Iteration 10Q: 3 clusters Score -1991984 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1992321.375000 Penalty: 4824.379395
	Iteration 11Q: 3 clusters Score -1992321 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -1992649.625000 Penalty: 4824.379395
	Iteration 12Q: 3 clusters Score -1992650 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1992926.250000 Penalty: 4824.379395
	Iteration 13Q: 3 clusters Score -1992926 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1993115.250000 Penalty: 4824.379395
	Iteration 14Q: 3 clusters Score -1993115 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1993274.750000 Penalty: 4824.379395
	Iteration 15Q: 3 clusters Score -1993275 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1993412.000000 Penalty: 4824.379395
	Iteration 16Q: 3 clusters Score -1993412 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1993527.000000 Penalty: 4824.379395
	Iteration 17Q: 3 clusters Score -1993527 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1993604.750000 Penalty: 4824.379395
	Iteration 18Q: 3 clusters Score -1993605 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1993673.375000 Penalty: 4824.379395
	Iteration 19Q: 3 clusters Score -1993673 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1993719.625000 Penalty: 4824.379395
	Iteration 20F: 3 clusters Score -1993720 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1993774.500000 Penalty: 4824.379395
	Iteration 21Q: 3 clusters Score -1993774 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1993811.875000 Penalty: 4824.379395
	Iteration 22Q: 3 clusters Score -1993812 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1993846.500000 Penalty: 4824.379395
	Iteration 23Q: 3 clusters Score -1993846 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1993867.875000 Penalty: 4824.379395
	Iteration 24Q: 3 clusters Score -1993868 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1993881.750000 Penalty: 4824.379395
	Iteration 25Q: 3 clusters Score -1993882 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1993894.375000 Penalty: 4824.379395
	Iteration 26Q: 3 clusters Score -1993894 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1993903.500000 Penalty: 4824.379395
	Iteration 27Q: 3 clusters Score -1993904 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1993904.625000 Penalty: 4824.379395
	Iteration 28Q: 3 clusters Score -1993905 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1993914.125000 Penalty: 4824.379395
	Iteration 29Q: 3 clusters Score -1993914 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1993924.875000 Penalty: 4824.379395
	Iteration 30Q: 3 clusters Score -1993925 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1993930.875000 Penalty: 4824.379395
	Iteration 31Q: 3 clusters Score -1993931 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1993933.625000 Penalty: 4824.379395
	Iteration 32Q: 3 clusters Score -1993934 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1993934.125000 Penalty: 4824.379395
	Iteration 33Q: 3 clusters Score -1993934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1993937.250000 Penalty: 4824.379395
	Iteration 34Q: 3 clusters Score -1993937 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1993934.625000 Penalty: 4824.379395
	Iteration 35Q: 3 clusters Score -1993935 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1993936.375000 Penalty: 4824.379395
	Iteration 36Q: 3 clusters Score -1993936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1993940.375000 Penalty: 4824.379395
	Iteration 37Q: 3 clusters Score -1993940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1993944.750000 Penalty: 4824.379395
	Iteration 38Q: 3 clusters Score -1993945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1993946.625000 Penalty: 4824.379395
	Iteration 39Q: 3 clusters Score -1993947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1993945.750000 Penalty: 4824.379395
	Iteration 40F: 3 clusters Score -1993946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1993944.250000 Penalty: 4824.379395
	Iteration 41Q: 3 clusters Score -1993944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1993947.625000 Penalty: 4824.379395
	Iteration 42Q: 3 clusters Score -1993948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1993946.500000 Penalty: 4824.379395
	Iteration 43Q: 3 clusters Score -1993946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1993948.750000 Penalty: 4824.379395
	Iteration 44Q: 3 clusters Score -1993949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1993947.875000 Penalty: 4824.379395
	Iteration 45Q: 3 clusters Score -1993948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1993947.875000 Penalty: 4824.379395
	Iteration 46F: 3 clusters Score -1993948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Entering Unmasked Estep 
Score: -1581797.500000 Penalty: 2356.060791
	Iteration 0F: 2 clusters Score -1581798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1572011.375000 Penalty: 4712.121582
	Iteration 0F: 3 clusters Score -1572011 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1574962.625000 Penalty: 4712.121582
	Iteration 1F: 3 clusters Score -1574963 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1575435.250000 Penalty: 4712.121582
	Iteration 2F: 3 clusters Score -1575435 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1575943.500000 Penalty: 4712.121582
	Iteration 3F: 3 clusters Score -1575944 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1576532.500000 Penalty: 4712.121582
	Iteration 4F: 3 clusters Score -1576532 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1577168.625000 Penalty: 4712.121582
	Iteration 5F: 3 clusters Score -1577169 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1577728.750000 Penalty: 4712.121582
	Iteration 6F: 3 clusters Score -1577729 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1578152.750000 Penalty: 4712.121582
	Iteration 7F: 3 clusters Score -1578153 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1578452.750000 Penalty: 4712.121582
	Iteration 8Q: 3 clusters Score -1578453 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1578692.625000 Penalty: 4712.121582
	Iteration 9Q: 3 clusters Score -1578693 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1578849.000000 Penalty: 4712.121582
	Iteration 10Q: 3 clusters Score -1578849 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1578957.750000 Penalty: 4712.121582
	Iteration 11Q: 3 clusters Score -1578958 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1579047.250000 Penalty: 4712.121582
	Iteration 12Q: 3 clusters Score -1579047 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1579126.750000 Penalty: 4712.121582
	Iteration 13Q: 3 clusters Score -1579127 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1579188.125000 Penalty: 4712.121582
	Iteration 14Q: 3 clusters Score -1579188 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1579236.250000 Penalty: 4712.121582
	Iteration 15Q: 3 clusters Score -1579236 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1579279.750000 Penalty: 4712.121582
	Iteration 16Q: 3 clusters Score -1579280 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1579332.125000 Penalty: 4712.121582
	Iteration 17Q: 3 clusters Score -1579332 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1579371.625000 Penalty: 4712.121582
	Iteration 18Q: 3 clusters Score -1579372 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1579410.250000 Penalty: 4712.121582
	Iteration 19Q: 3 clusters Score -1579410 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1579454.250000 Penalty: 4712.121582
	Iteration 20F: 3 clusters Score -1579454 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1579499.750000 Penalty: 4712.121582
	Iteration 21Q: 3 clusters Score -1579500 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1579539.500000 Penalty: 4712.121582
	Iteration 22Q: 3 clusters Score -1579540 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1579588.125000 Penalty: 4712.121582
	Iteration 23Q: 3 clusters Score -1579588 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1579624.375000 Penalty: 4712.121582
	Iteration 24Q: 3 clusters Score -1579624 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -1579654.000000 Penalty: 4712.121582
	Iteration 25Q: 3 clusters Score -1579654 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -1579695.125000 Penalty: 4712.121582
	Iteration 26Q: 3 clusters Score -1579695 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1579726.250000 Penalty: 4712.121582
	Iteration 27Q: 3 clusters Score -1579726 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1579749.125000 Penalty: 4712.121582
	Iteration 28Q: 3 clusters Score -1579749 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -1579777.875000 Penalty: 4712.121582
	Iteration 29Q: 3 clusters Score -1579778 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -1579808.000000 Penalty: 4712.121582
	Iteration 30Q: 3 clusters Score -1579808 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1579825.625000 Penalty: 4712.121582
	Iteration 31Q: 3 clusters Score -1579826 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1579840.125000 Penalty: 4712.121582
	Iteration 32Q: 3 clusters Score -1579840 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -1579862.000000 Penalty: 4712.121582
	Iteration 33Q: 3 clusters Score -1579862 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1579881.000000 Penalty: 4712.121582
	Iteration 34Q: 3 clusters Score -1579881 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1579886.500000 Penalty: 4712.121582
	Iteration 35Q: 3 clusters Score -1579886 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -1579899.375000 Penalty: 4712.121582
	Iteration 36Q: 3 clusters Score -1579899 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1579915.750000 Penalty: 4712.121582
	Iteration 37Q: 3 clusters Score -1579916 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1579927.750000 Penalty: 4712.121582
	Iteration 38Q: 3 clusters Score -1579928 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1579942.375000 Penalty: 4712.121582
	Iteration 39Q: 3 clusters Score -1579942 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1579954.375000 Penalty: 4712.121582
	Iteration 40F: 3 clusters Score -1579954 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -1579968.875000 Penalty: 4712.121582
	Iteration 41Q: 3 clusters Score -1579969 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -1579976.125000 Penalty: 4712.121582
	Iteration 42Q: 3 clusters Score -1579976 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1579990.375000 Penalty: 4712.121582
	Iteration 43Q: 3 clusters Score -1579990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1579997.500000 Penalty: 4712.121582
	Iteration 44Q: 3 clusters Score -1579998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -1580004.125000 Penalty: 4712.121582
	Iteration 45Q: 3 clusters Score -1580004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1580009.875000 Penalty: 4712.121582
	Iteration 46Q: 3 clusters Score -1580010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1580014.500000 Penalty: 4712.121582
	Iteration 47Q: 3 clusters Score -1580014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -1580017.625000 Penalty: 4712.121582
	Iteration 48Q: 3 clusters Score -1580018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -1580020.750000 Penalty: 4712.121582
	Iteration 49Q: 3 clusters Score -1580021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -1580019.875000 Penalty: 4712.121582
	Iteration 50Q: 3 clusters Score -1580020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1580020.500000 Penalty: 4712.121582
	Iteration 51Q: 3 clusters Score -1580020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1580022.000000 Penalty: 4712.121582
	Iteration 52Q: 3 clusters Score -1580022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1580022.000000 Penalty: 4712.121582
	Iteration 53F: 3 clusters Score -1580022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (131227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131227 members 
Entering Unmasked Estep 
Score: -15988562.000000 Penalty: 2922.601562
	Iteration 0F: 2 clusters Score -1.598856e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65780 members 
Mstep: Class 2 contains 65447 members 
Entering Unmasked Estep 
Score: -15900590.000000 Penalty: 5845.203125
	Iteration 0F: 3 clusters Score -1.590059e+07 nChanged 62565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68509 members 
Mstep: Class 2 contains 62718 members 
Entering Unmasked Estep 
Score: -15936690.000000 Penalty: 5845.203125
	Iteration 1F: 3 clusters Score -1.593669e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70638 members 
Mstep: Class 2 contains 60589 members 
Entering Unmasked Estep 
Score: -15937932.000000 Penalty: 5845.203125
	Iteration 2Q: 3 clusters Score -1.593793e+07 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74062 members 
Mstep: Class 2 contains 57165 members 
Entering Unmasked Estep 
Score: -15939754.000000 Penalty: 5845.203125
	Iteration 3Q: 3 clusters Score -1.593975e+07 nChanged 6791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79371 members 
Mstep: Class 2 contains 51856 members 
Entering Unmasked Estep 
Score: -15943156.000000 Penalty: 5845.203125
	Iteration 4F: 3 clusters Score -1.594316e+07 nChanged 8714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86857 members 
Mstep: Class 2 contains 44370 members 
Entering Unmasked Estep 
Score: -15948592.000000 Penalty: 5845.203125
	Iteration 5F: 3 clusters Score -1.594859e+07 nChanged 10214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96089 members 
Mstep: Class 2 contains 35138 members 
Entering Unmasked Estep 
Score: -15956059.000000 Penalty: 5845.203125
	Iteration 6F: 3 clusters Score -1.595606e+07 nChanged 10348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105801 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -15964325.000000 Penalty: 5845.203125
	Iteration 7F: 3 clusters Score -1.596432e+07 nChanged 9065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114590 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -15972027.000000 Penalty: 5845.203125
	Iteration 8F: 3 clusters Score -1.597203e+07 nChanged 6971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121475 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -15978208.000000 Penalty: 5845.203125
	Iteration 9F: 3 clusters Score -1.597821e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126020 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -15981944.000000 Penalty: 5845.203125
	Iteration 10Q: 3 clusters Score -1.598194e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128558 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -15984080.000000 Penalty: 5845.203125
	Iteration 11Q: 3 clusters Score -1.598408e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129755 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -15984973.000000 Penalty: 5845.203125
	Iteration 12Q: 3 clusters Score -1.598497e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130295 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -15985419.000000 Penalty: 5845.203125
	Iteration 13Q: 3 clusters Score -1.598542e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130568 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -15985670.000000 Penalty: 5845.203125
	Iteration 14Q: 3 clusters Score -1.598567e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130698 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -15985814.000000 Penalty: 5845.203125
	Iteration 15Q: 3 clusters Score -1.598581e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130769 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -15985886.000000 Penalty: 5845.203125
	Iteration 16Q: 3 clusters Score -1.598589e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130801 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -15985935.000000 Penalty: 5845.203125
	Iteration 17Q: 3 clusters Score -1.598594e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130822 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -15985952.000000 Penalty: 5845.203125
	Iteration 18Q: 3 clusters Score -1.598595e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130836 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -15985977.000000 Penalty: 5845.203125
	Iteration 19Q: 3 clusters Score -1.598598e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130849 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -15985985.000000 Penalty: 5845.203125
	Iteration 20F: 3 clusters Score -1.598598e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130855 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -15986002.000000 Penalty: 5845.203125
	Iteration 21Q: 3 clusters Score -1.5986e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130860 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -15985994.000000 Penalty: 5845.203125
	Iteration 22Q: 3 clusters Score -1.598599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130863 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -15986006.000000 Penalty: 5845.203125
	Iteration 23Q: 3 clusters Score -1.598601e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130867 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -15986029.000000 Penalty: 5845.203125
	Iteration 24Q: 3 clusters Score -1.598603e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130871 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -15986022.000000 Penalty: 5845.203125
	Iteration 25Q: 3 clusters Score -1.598602e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130874 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -15986022.000000 Penalty: 5845.203125
	Iteration 26Q: 3 clusters Score -1.598602e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130874 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -15986021.000000 Penalty: 5845.203125
	Iteration 27Q: 3 clusters Score -1.598602e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130875 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -15986024.000000 Penalty: 5845.203125
	Iteration 28Q: 3 clusters Score -1.598602e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130876 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -15986025.000000 Penalty: 5845.203125
	Iteration 29Q: 3 clusters Score -1.598602e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130875 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -15986032.000000 Penalty: 5845.203125
	Iteration 30Q: 3 clusters Score -1.598603e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130875 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -15986032.000000 Penalty: 5845.203125
	Iteration 31F: 3 clusters Score -1.598603e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Entering Unmasked Estep 
Score: -1246551.500000 Penalty: 2297.183838
	Iteration 0F: 2 clusters Score -1246552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1238506.500000 Penalty: 4594.367676
	Iteration 0F: 3 clusters Score -1238506 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1240982.375000 Penalty: 4594.367676
	Iteration 1F: 3 clusters Score -1240982 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1241351.125000 Penalty: 4594.367676
	Iteration 2F: 3 clusters Score -1241351 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1241683.625000 Penalty: 4594.367676
	Iteration 3F: 3 clusters Score -1241684 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1242030.375000 Penalty: 4594.367676
	Iteration 4Q: 3 clusters Score -1242030 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1242374.250000 Penalty: 4594.367676
	Iteration 5Q: 3 clusters Score -1242374 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1242703.125000 Penalty: 4594.367676
	Iteration 6Q: 3 clusters Score -1242703 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1242970.125000 Penalty: 4594.367676
	Iteration 7Q: 3 clusters Score -1242970 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1243186.500000 Penalty: 4594.367676
	Iteration 8Q: 3 clusters Score -1243186 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1243397.125000 Penalty: 4594.367676
	Iteration 9Q: 3 clusters Score -1243397 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1243581.250000 Penalty: 4594.367676
	Iteration 10Q: 3 clusters Score -1243581 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1243760.125000 Penalty: 4594.367676
	Iteration 11Q: 3 clusters Score -1243760 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1243928.375000 Penalty: 4594.367676
	Iteration 12Q: 3 clusters Score -1243928 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1244096.625000 Penalty: 4594.367676
	Iteration 13Q: 3 clusters Score -1244097 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1244230.000000 Penalty: 4594.367676
	Iteration 14Q: 3 clusters Score -1244230 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1244328.000000 Penalty: 4594.367676
	Iteration 15Q: 3 clusters Score -1244328 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1244396.500000 Penalty: 4594.367676
	Iteration 16Q: 3 clusters Score -1244396 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1244449.500000 Penalty: 4594.367676
	Iteration 17Q: 3 clusters Score -1244450 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1244489.500000 Penalty: 4594.367676
	Iteration 18Q: 3 clusters Score -1244490 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1244527.250000 Penalty: 4594.367676
	Iteration 19Q: 3 clusters Score -1244527 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1244560.125000 Penalty: 4594.367676
	Iteration 20F: 3 clusters Score -1244560 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1244600.750000 Penalty: 4594.367676
	Iteration 21Q: 3 clusters Score -1244601 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1244636.125000 Penalty: 4594.367676
	Iteration 22Q: 3 clusters Score -1244636 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1244668.375000 Penalty: 4594.367676
	Iteration 23Q: 3 clusters Score -1244668 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1244693.000000 Penalty: 4594.367676
	Iteration 24Q: 3 clusters Score -1244693 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1244718.250000 Penalty: 4594.367676
	Iteration 25Q: 3 clusters Score -1244718 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1244741.000000 Penalty: 4594.367676
	Iteration 26Q: 3 clusters Score -1244741 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1244757.625000 Penalty: 4594.367676
	Iteration 27Q: 3 clusters Score -1244758 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1244777.125000 Penalty: 4594.367676
	Iteration 28Q: 3 clusters Score -1244777 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1244790.750000 Penalty: 4594.367676
	Iteration 29Q: 3 clusters Score -1244791 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1244806.625000 Penalty: 4594.367676
	Iteration 30Q: 3 clusters Score -1244807 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1244817.375000 Penalty: 4594.367676
	Iteration 31Q: 3 clusters Score -1244817 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1244832.875000 Penalty: 4594.367676
	Iteration 32Q: 3 clusters Score -1244833 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1244848.625000 Penalty: 4594.367676
	Iteration 33Q: 3 clusters Score -1244849 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1244857.875000 Penalty: 4594.367676
	Iteration 34Q: 3 clusters Score -1244858 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1244864.000000 Penalty: 4594.367676
	Iteration 35Q: 3 clusters Score -1244864 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1244869.125000 Penalty: 4594.367676
	Iteration 36Q: 3 clusters Score -1244869 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1244871.625000 Penalty: 4594.367676
	Iteration 37Q: 3 clusters Score -1244872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1244878.625000 Penalty: 4594.367676
	Iteration 38Q: 3 clusters Score -1244879 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1244884.875000 Penalty: 4594.367676
	Iteration 39Q: 3 clusters Score -1244885 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1244889.250000 Penalty: 4594.367676
	Iteration 40F: 3 clusters Score -1244889 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1244891.000000 Penalty: 4594.367676
	Iteration 41Q: 3 clusters Score -1244891 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1244895.750000 Penalty: 4594.367676
	Iteration 42Q: 3 clusters Score -1244896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1244897.875000 Penalty: 4594.367676
	Iteration 43Q: 3 clusters Score -1244898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1244900.750000 Penalty: 4594.367676
	Iteration 44Q: 3 clusters Score -1244901 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1244905.250000 Penalty: 4594.367676
	Iteration 45Q: 3 clusters Score -1244905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1244906.250000 Penalty: 4594.367676
	Iteration 46Q: 3 clusters Score -1244906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1244909.375000 Penalty: 4594.367676
	Iteration 47Q: 3 clusters Score -1244909 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1244911.375000 Penalty: 4594.367676
	Iteration 48Q: 3 clusters Score -1244911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1244915.125000 Penalty: 4594.367676
	Iteration 49Q: 3 clusters Score -1244915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1244916.875000 Penalty: 4594.367676
	Iteration 50Q: 3 clusters Score -1244917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1244918.250000 Penalty: 4594.367676
	Iteration 51Q: 3 clusters Score -1244918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1244921.750000 Penalty: 4594.367676
	Iteration 52Q: 3 clusters Score -1244922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1244926.500000 Penalty: 4594.367676
	Iteration 53Q: 3 clusters Score -1244926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1244928.750000 Penalty: 4594.367676
	Iteration 54Q: 3 clusters Score -1244929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1244934.125000 Penalty: 4594.367676
	Iteration 55Q: 3 clusters Score -1244934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1244932.875000 Penalty: 4594.367676
	Iteration 56Q: 3 clusters Score -1244933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1244939.250000 Penalty: 4594.367676
	Iteration 57Q: 3 clusters Score -1244939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1244942.125000 Penalty: 4594.367676
	Iteration 58Q: 3 clusters Score -1244942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1244942.125000 Penalty: 4594.367676
	Iteration 59Q: 3 clusters Score -1244942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1244941.250000 Penalty: 4594.367676
	Iteration 60F: 3 clusters Score -1244941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1244940.750000 Penalty: 4594.367676
	Iteration 61Q: 3 clusters Score -1244941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1244944.750000 Penalty: 4594.367676
	Iteration 62Q: 3 clusters Score -1244945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1244946.750000 Penalty: 4594.367676
	Iteration 63Q: 3 clusters Score -1244947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1244949.250000 Penalty: 4594.367676
	Iteration 64Q: 3 clusters Score -1244949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1244950.875000 Penalty: 4594.367676
	Iteration 65Q: 3 clusters Score -1244951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1244953.000000 Penalty: 4594.367676
	Iteration 66Q: 3 clusters Score -1244953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1244955.125000 Penalty: 4594.367676
	Iteration 67Q: 3 clusters Score -1244955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1244953.500000 Penalty: 4594.367676
	Iteration 68Q: 3 clusters Score -1244954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1244953.500000 Penalty: 4594.367676
	Iteration 69F: 3 clusters Score -1244954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (198908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198908 members 
Entering Unmasked Estep 
Score: -24453316.000000 Penalty: 3025.748291
	Iteration 0F: 2 clusters Score -2.445332e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99586 members 
Mstep: Class 2 contains 99322 members 
Entering Unmasked Estep 
Score: -24321960.000000 Penalty: 6051.496582
	Iteration 0F: 3 clusters Score -2.432196e+07 nChanged 95806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102290 members 
Mstep: Class 2 contains 96618 members 
Entering Unmasked Estep 
Score: -24377768.000000 Penalty: 6051.496582
	Iteration 1F: 3 clusters Score -2.437777e+07 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104146 members 
Mstep: Class 2 contains 94762 members 
Entering Unmasked Estep 
Score: -24378888.000000 Penalty: 6051.496582
	Iteration 2Q: 3 clusters Score -2.437889e+07 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107221 members 
Mstep: Class 2 contains 91687 members 
Entering Unmasked Estep 
Score: -24380684.000000 Penalty: 6051.496582
	Iteration 3Q: 3 clusters Score -2.438068e+07 nChanged 8230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112211 members 
Mstep: Class 2 contains 86697 members 
Entering Unmasked Estep 
Score: -24384010.000000 Penalty: 6051.496582
	Iteration 4Q: 3 clusters Score -2.438401e+07 nChanged 11037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119818 members 
Mstep: Class 2 contains 79090 members 
Entering Unmasked Estep 
Score: -24390230.000000 Penalty: 6051.496582
	Iteration 5F: 3 clusters Score -2.439023e+07 nChanged 14719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131009 members 
Mstep: Class 2 contains 67899 members 
Entering Unmasked Estep 
Score: -24400432.000000 Penalty: 6051.496582
	Iteration 6F: 3 clusters Score -2.440043e+07 nChanged 17355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145088 members 
Mstep: Class 2 contains 53820 members 
Entering Unmasked Estep 
Score: -24415826.000000 Penalty: 6051.496582
	Iteration 7F: 3 clusters Score -2.441583e+07 nChanged 16058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157934 members 
Mstep: Class 2 contains 40974 members 
Entering Unmasked Estep 
Score: -24432060.000000 Penalty: 6051.496582
	Iteration 8F: 3 clusters Score -2.443206e+07 nChanged 10901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165411 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -24444240.000000 Penalty: 6051.496582
	Iteration 9F: 3 clusters Score -2.444424e+07 nChanged 6434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168229 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -24449230.000000 Penalty: 6051.496582
	Iteration 10Q: 3 clusters Score -2.444923e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169695 members 
Mstep: Class 2 contains 29213 members 
Entering Unmasked Estep 
Score: -24450548.000000 Penalty: 6051.496582
	Iteration 11Q: 3 clusters Score -2.445055e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170830 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -24451082.000000 Penalty: 6051.496582
	Iteration 12Q: 3 clusters Score -2.445108e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171745 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -24451446.000000 Penalty: 6051.496582
	Iteration 13Q: 3 clusters Score -2.445145e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172633 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -24451662.000000 Penalty: 6051.496582
	Iteration 14Q: 3 clusters Score -2.445166e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173472 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -24451722.000000 Penalty: 6051.496582
	Iteration 15Q: 3 clusters Score -2.445172e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174324 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -24451854.000000 Penalty: 6051.496582
	Iteration 16Q: 3 clusters Score -2.445185e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175140 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -24451930.000000 Penalty: 6051.496582
	Iteration 17Q: 3 clusters Score -2.445193e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175890 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -24452006.000000 Penalty: 6051.496582
	Iteration 18Q: 3 clusters Score -2.445201e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176635 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -24452232.000000 Penalty: 6051.496582
	Iteration 19Q: 3 clusters Score -2.445223e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177358 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -24452330.000000 Penalty: 6051.496582
	Iteration 20F: 3 clusters Score -2.445233e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178029 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -24452388.000000 Penalty: 6051.496582
	Iteration 21Q: 3 clusters Score -2.445239e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178703 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -24452502.000000 Penalty: 6051.496582
	Iteration 22Q: 3 clusters Score -2.44525e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179346 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -24452498.000000 Penalty: 6051.496582
	Iteration 23Q: 3 clusters Score -2.44525e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179953 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -24452468.000000 Penalty: 6051.496582
	Iteration 24Q: 3 clusters Score -2.445247e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180518 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -24452544.000000 Penalty: 6051.496582
	Iteration 25Q: 3 clusters Score -2.445254e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181064 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -24452512.000000 Penalty: 6051.496582
	Iteration 26Q: 3 clusters Score -2.445251e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181604 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -24452534.000000 Penalty: 6051.496582
	Iteration 27Q: 3 clusters Score -2.445253e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182125 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -24452486.000000 Penalty: 6051.496582
	Iteration 28Q: 3 clusters Score -2.445249e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182607 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -24452506.000000 Penalty: 6051.496582
	Iteration 29Q: 3 clusters Score -2.445251e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183107 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -24452476.000000 Penalty: 6051.496582
	Iteration 30Q: 3 clusters Score -2.445248e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183599 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -24452494.000000 Penalty: 6051.496582
	Iteration 31Q: 3 clusters Score -2.445249e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184078 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -24452480.000000 Penalty: 6051.496582
	Iteration 32Q: 3 clusters Score -2.445248e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184547 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -24452462.000000 Penalty: 6051.496582
	Iteration 33Q: 3 clusters Score -2.445246e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185012 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -24452478.000000 Penalty: 6051.496582
	Iteration 34Q: 3 clusters Score -2.445248e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185475 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -24452546.000000 Penalty: 6051.496582
	Iteration 35Q: 3 clusters Score -2.445255e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185933 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -24452486.000000 Penalty: 6051.496582
	Iteration 36Q: 3 clusters Score -2.445249e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186362 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -24452430.000000 Penalty: 6051.496582
	Iteration 37Q: 3 clusters Score -2.445243e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186783 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -24452440.000000 Penalty: 6051.496582
	Iteration 38Q: 3 clusters Score -2.445244e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187212 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -24452476.000000 Penalty: 6051.496582
	Iteration 39Q: 3 clusters Score -2.445248e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187605 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -24452424.000000 Penalty: 6051.496582
	Iteration 40F: 3 clusters Score -2.445242e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187965 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -24452412.000000 Penalty: 6051.496582
	Iteration 41Q: 3 clusters Score -2.445241e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188335 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -24452422.000000 Penalty: 6051.496582
	Iteration 42Q: 3 clusters Score -2.445242e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188695 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -24452372.000000 Penalty: 6051.496582
	Iteration 43Q: 3 clusters Score -2.445237e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189054 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -24452334.000000 Penalty: 6051.496582
	Iteration 44Q: 3 clusters Score -2.445233e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189402 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -24452340.000000 Penalty: 6051.496582
	Iteration 45Q: 3 clusters Score -2.445234e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189708 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -24452346.000000 Penalty: 6051.496582
	Iteration 46Q: 3 clusters Score -2.445235e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189993 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -24452418.000000 Penalty: 6051.496582
	Iteration 47Q: 3 clusters Score -2.445242e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190245 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -24452428.000000 Penalty: 6051.496582
	Iteration 48Q: 3 clusters Score -2.445243e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190503 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -24452410.000000 Penalty: 6051.496582
	Iteration 49Q: 3 clusters Score -2.445241e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190746 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -24452434.000000 Penalty: 6051.496582
	Iteration 50Q: 3 clusters Score -2.445243e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190965 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -24452424.000000 Penalty: 6051.496582
	Iteration 51Q: 3 clusters Score -2.445242e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191189 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -24452356.000000 Penalty: 6051.496582
	Iteration 52Q: 3 clusters Score -2.445236e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191408 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -24452386.000000 Penalty: 6051.496582
	Iteration 53Q: 3 clusters Score -2.445239e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191593 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -24452364.000000 Penalty: 6051.496582
	Iteration 54Q: 3 clusters Score -2.445236e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191738 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -24452352.000000 Penalty: 6051.496582
	Iteration 55Q: 3 clusters Score -2.445235e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191896 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -24452358.000000 Penalty: 6051.496582
	Iteration 56Q: 3 clusters Score -2.445236e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192034 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -24452396.000000 Penalty: 6051.496582
	Iteration 57Q: 3 clusters Score -2.44524e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192155 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -24452368.000000 Penalty: 6051.496582
	Iteration 58Q: 3 clusters Score -2.445237e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192269 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -24452430.000000 Penalty: 6051.496582
	Iteration 59Q: 3 clusters Score -2.445243e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192379 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -24452440.000000 Penalty: 6051.496582
	Iteration 60F: 3 clusters Score -2.445244e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192478 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -24452474.000000 Penalty: 6051.496582
	Iteration 61Q: 3 clusters Score -2.445247e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192561 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -24452504.000000 Penalty: 6051.496582
	Iteration 62Q: 3 clusters Score -2.44525e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192637 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -24452502.000000 Penalty: 6051.496582
	Iteration 63Q: 3 clusters Score -2.44525e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192712 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -24452510.000000 Penalty: 6051.496582
	Iteration 64Q: 3 clusters Score -2.445251e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192775 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -24452516.000000 Penalty: 6051.496582
	Iteration 65Q: 3 clusters Score -2.445252e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192845 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -24452544.000000 Penalty: 6051.496582
	Iteration 66Q: 3 clusters Score -2.445254e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192910 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -24452518.000000 Penalty: 6051.496582
	Iteration 67Q: 3 clusters Score -2.445252e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192975 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -24452488.000000 Penalty: 6051.496582
	Iteration 68Q: 3 clusters Score -2.445249e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193038 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -24452522.000000 Penalty: 6051.496582
	Iteration 69Q: 3 clusters Score -2.445252e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193100 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -24452494.000000 Penalty: 6051.496582
	Iteration 70Q: 3 clusters Score -2.445249e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193182 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -24452464.000000 Penalty: 6051.496582
	Iteration 71Q: 3 clusters Score -2.445246e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193262 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -24452460.000000 Penalty: 6051.496582
	Iteration 72Q: 3 clusters Score -2.445246e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193341 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -24452486.000000 Penalty: 6051.496582
	Iteration 73Q: 3 clusters Score -2.445249e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193406 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -24452464.000000 Penalty: 6051.496582
	Iteration 74Q: 3 clusters Score -2.445246e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193460 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -24452468.000000 Penalty: 6051.496582
	Iteration 75Q: 3 clusters Score -2.445247e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193511 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -24452456.000000 Penalty: 6051.496582
	Iteration 76Q: 3 clusters Score -2.445246e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193548 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -24452468.000000 Penalty: 6051.496582
	Iteration 77Q: 3 clusters Score -2.445247e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193583 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -24452448.000000 Penalty: 6051.496582
	Iteration 78Q: 3 clusters Score -2.445245e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193613 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -24452450.000000 Penalty: 6051.496582
	Iteration 79Q: 3 clusters Score -2.445245e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193645 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -24452460.000000 Penalty: 6051.496582
	Iteration 80F: 3 clusters Score -2.445246e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193667 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -24452462.000000 Penalty: 6051.496582
	Iteration 81Q: 3 clusters Score -2.445246e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193685 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -24452442.000000 Penalty: 6051.496582
	Iteration 82Q: 3 clusters Score -2.445244e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193699 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -24452444.000000 Penalty: 6051.496582
	Iteration 83Q: 3 clusters Score -2.445244e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193712 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -24452446.000000 Penalty: 6051.496582
	Iteration 84Q: 3 clusters Score -2.445245e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193727 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -24452434.000000 Penalty: 6051.496582
	Iteration 85Q: 3 clusters Score -2.445243e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193745 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -24452416.000000 Penalty: 6051.496582
	Iteration 86Q: 3 clusters Score -2.445242e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193770 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -24452396.000000 Penalty: 6051.496582
	Iteration 87Q: 3 clusters Score -2.44524e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193784 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -24452394.000000 Penalty: 6051.496582
	Iteration 88Q: 3 clusters Score -2.445239e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193798 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -24452386.000000 Penalty: 6051.496582
	Iteration 89Q: 3 clusters Score -2.445239e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193813 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -24452412.000000 Penalty: 6051.496582
	Iteration 90Q: 3 clusters Score -2.445241e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193828 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -24452418.000000 Penalty: 6051.496582
	Iteration 91Q: 3 clusters Score -2.445242e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193840 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -24452426.000000 Penalty: 6051.496582
	Iteration 92Q: 3 clusters Score -2.445243e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193850 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -24452428.000000 Penalty: 6051.496582
	Iteration 93Q: 3 clusters Score -2.445243e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193857 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -24452440.000000 Penalty: 6051.496582
	Iteration 94Q: 3 clusters Score -2.445244e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193864 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -24452426.000000 Penalty: 6051.496582
	Iteration 95Q: 3 clusters Score -2.445243e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193867 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -24452428.000000 Penalty: 6051.496582
	Iteration 96Q: 3 clusters Score -2.445243e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193873 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -24452416.000000 Penalty: 6051.496582
	Iteration 97Q: 3 clusters Score -2.445242e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193877 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -24452402.000000 Penalty: 6051.496582
	Iteration 98Q: 3 clusters Score -2.44524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193879 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -24452388.000000 Penalty: 6051.496582
	Iteration 99Q: 3 clusters Score -2.445239e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193881 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -24452410.000000 Penalty: 6051.496582
	Iteration 100F: 3 clusters Score -2.445241e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193883 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -24452408.000000 Penalty: 6051.496582
	Iteration 101Q: 3 clusters Score -2.445241e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193883 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -24452408.000000 Penalty: 6051.496582
	Iteration 102F: 3 clusters Score -2.445241e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (212026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212026 members 
Entering Unmasked Estep 
Score: -25304228.000000 Penalty: 3041.587158
	Iteration 0F: 2 clusters Score -2.530423e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105882 members 
Mstep: Class 2 contains 106144 members 
Entering Unmasked Estep 
Score: -25162614.000000 Penalty: 6083.174316
	Iteration 0F: 3 clusters Score -2.516261e+07 nChanged 102381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104035 members 
Mstep: Class 2 contains 107991 members 
Entering Unmasked Estep 
Score: -25222090.000000 Penalty: 6083.174316
	Iteration 1F: 3 clusters Score -2.522209e+07 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102641 members 
Mstep: Class 2 contains 109385 members 
Entering Unmasked Estep 
Score: -25223378.000000 Penalty: 6083.174316
	Iteration 2Q: 3 clusters Score -2.522338e+07 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100526 members 
Mstep: Class 2 contains 111500 members 
Entering Unmasked Estep 
Score: -25224538.000000 Penalty: 6083.174316
	Iteration 3Q: 3 clusters Score -2.522454e+07 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97327 members 
Mstep: Class 2 contains 114699 members 
Entering Unmasked Estep 
Score: -25225986.000000 Penalty: 6083.174316
	Iteration 4Q: 3 clusters Score -2.522599e+07 nChanged 6980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92437 members 
Mstep: Class 2 contains 119589 members 
Entering Unmasked Estep 
Score: -25228224.000000 Penalty: 6083.174316
	Iteration 5Q: 3 clusters Score -2.522822e+07 nChanged 8652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85149 members 
Mstep: Class 2 contains 126877 members 
Entering Unmasked Estep 
Score: -25231552.000000 Penalty: 6083.174316
	Iteration 6Q: 3 clusters Score -2.523155e+07 nChanged 11051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74818 members 
Mstep: Class 2 contains 137208 members 
Entering Unmasked Estep 
Score: -25237028.000000 Penalty: 6083.174316
	Iteration 7F: 3 clusters Score -2.523703e+07 nChanged 14581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60515 members 
Mstep: Class 2 contains 151511 members 
Entering Unmasked Estep 
Score: -25246814.000000 Penalty: 6083.174316
	Iteration 8F: 3 clusters Score -2.524681e+07 nChanged 17787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42796 members 
Mstep: Class 2 contains 169230 members 
Entering Unmasked Estep 
Score: -25261580.000000 Penalty: 6083.174316
	Iteration 9F: 3 clusters Score -2.526158e+07 nChanged 17958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 187180 members 
Entering Unmasked Estep 
Score: -25278284.000000 Penalty: 6083.174316
	Iteration 10F: 3 clusters Score -2.527828e+07 nChanged 13207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 200385 members 
Entering Unmasked Estep 
Score: -25291032.000000 Penalty: 6083.174316
	Iteration 11F: 3 clusters Score -2.529103e+07 nChanged 7143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 207526 members 
Entering Unmasked Estep 
Score: -25297630.000000 Penalty: 6083.174316
	Iteration 12Q: 3 clusters Score -2.529763e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 210355 members 
Entering Unmasked Estep 
Score: -25300284.000000 Penalty: 6083.174316
	Iteration 13Q: 3 clusters Score -2.530028e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 211247 members 
Entering Unmasked Estep 
Score: -25301068.000000 Penalty: 6083.174316
	Iteration 14Q: 3 clusters Score -2.530107e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 211524 members 
Entering Unmasked Estep 
Score: -25301344.000000 Penalty: 6083.174316
	Iteration 15Q: 3 clusters Score -2.530134e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 211637 members 
Entering Unmasked Estep 
Score: -25301466.000000 Penalty: 6083.174316
	Iteration 16Q: 3 clusters Score -2.530147e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 211682 members 
Entering Unmasked Estep 
Score: -25301526.000000 Penalty: 6083.174316
	Iteration 17Q: 3 clusters Score -2.530153e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 211701 members 
Entering Unmasked Estep 
Score: -25301578.000000 Penalty: 6083.174316
	Iteration 18Q: 3 clusters Score -2.530158e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 211714 members 
Entering Unmasked Estep 
Score: -25301596.000000 Penalty: 6083.174316
	Iteration 19Q: 3 clusters Score -2.53016e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 211720 members 
Entering Unmasked Estep 
Score: -25301608.000000 Penalty: 6083.174316
	Iteration 20F: 3 clusters Score -2.530161e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 211728 members 
Entering Unmasked Estep 
Score: -25301610.000000 Penalty: 6083.174316
	Iteration 21Q: 3 clusters Score -2.530161e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 211737 members 
Entering Unmasked Estep 
Score: -25301636.000000 Penalty: 6083.174316
	Iteration 22Q: 3 clusters Score -2.530164e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 211741 members 
Entering Unmasked Estep 
Score: -25301644.000000 Penalty: 6083.174316
	Iteration 23Q: 3 clusters Score -2.530164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 211740 members 
Entering Unmasked Estep 
Score: -25301636.000000 Penalty: 6083.174316
	Iteration 24Q: 3 clusters Score -2.530164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 211739 members 
Entering Unmasked Estep 
Score: -25301640.000000 Penalty: 6083.174316
	Iteration 25Q: 3 clusters Score -2.530164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 211741 members 
Entering Unmasked Estep 
Score: -25301644.000000 Penalty: 6083.174316
	Iteration 26Q: 3 clusters Score -2.530164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 211744 members 
Entering Unmasked Estep 
Score: -25301642.000000 Penalty: 6083.174316
	Iteration 27Q: 3 clusters Score -2.530164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 211744 members 
Entering Unmasked Estep 
Score: -25301648.000000 Penalty: 6083.174316
	Iteration 28Q: 3 clusters Score -2.530165e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 211746 members 
Entering Unmasked Estep 
Score: -25301666.000000 Penalty: 6083.174316
	Iteration 29Q: 3 clusters Score -2.530167e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 211748 members 
Entering Unmasked Estep 
Score: -25301666.000000 Penalty: 6083.174316
	Iteration 30Q: 3 clusters Score -2.530167e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 211748 members 
Entering Unmasked Estep 
Score: -25301666.000000 Penalty: 6083.174316
	Iteration 31Q: 3 clusters Score -2.530167e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 211749 members 
Entering Unmasked Estep 
Score: -25301664.000000 Penalty: 6083.174316
	Iteration 32Q: 3 clusters Score -2.530166e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 211754 members 
Entering Unmasked Estep 
Score: -25301676.000000 Penalty: 6083.174316
	Iteration 33Q: 3 clusters Score -2.530168e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 211751 members 
Entering Unmasked Estep 
Score: -25301682.000000 Penalty: 6083.174316
	Iteration 34Q: 3 clusters Score -2.530168e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 211751 members 
Entering Unmasked Estep 
Score: -25301698.000000 Penalty: 6083.174316
	Iteration 35Q: 3 clusters Score -2.53017e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 211752 members 
Entering Unmasked Estep 
Score: -25301678.000000 Penalty: 6083.174316
	Iteration 36Q: 3 clusters Score -2.530168e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 211753 members 
Entering Unmasked Estep 
Score: -25301680.000000 Penalty: 6083.174316
	Iteration 37Q: 3 clusters Score -2.530168e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 211753 members 
Entering Unmasked Estep 
Score: -25301680.000000 Penalty: 6083.174316
	Iteration 38F: 3 clusters Score -2.530168e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Entering Unmasked Estep 
Score: -1406338.375000 Penalty: 2322.740723
	Iteration 0F: 2 clusters Score -1406338 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 5851 members 
Entering Unmasked Estep 
Score: -1397650.125000 Penalty: 4645.481445
	Iteration 0F: 3 clusters Score -1397650 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1400191.875000 Penalty: 4645.481445
	Iteration 1F: 3 clusters Score -1400192 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1400541.125000 Penalty: 4645.481445
	Iteration 2F: 3 clusters Score -1400541 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1400803.750000 Penalty: 4645.481445
	Iteration 3Q: 3 clusters Score -1400804 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1401009.375000 Penalty: 4645.481445
	Iteration 4Q: 3 clusters Score -1401009 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1401161.125000 Penalty: 4645.481445
	Iteration 5Q: 3 clusters Score -1401161 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1401316.750000 Penalty: 4645.481445
	Iteration 6Q: 3 clusters Score -1401317 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1401483.500000 Penalty: 4645.481445
	Iteration 7Q: 3 clusters Score -1401484 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1401663.750000 Penalty: 4645.481445
	Iteration 8Q: 3 clusters Score -1401664 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1401869.375000 Penalty: 4645.481445
	Iteration 9Q: 3 clusters Score -1401869 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1402100.250000 Penalty: 4645.481445
	Iteration 10Q: 3 clusters Score -1402100 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1402333.125000 Penalty: 4645.481445
	Iteration 11Q: 3 clusters Score -1402333 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1402579.875000 Penalty: 4645.481445
	Iteration 12Q: 3 clusters Score -1402580 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1402864.125000 Penalty: 4645.481445
	Iteration 13Q: 3 clusters Score -1402864 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1403132.750000 Penalty: 4645.481445
	Iteration 14Q: 3 clusters Score -1403133 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1403373.375000 Penalty: 4645.481445
	Iteration 15Q: 3 clusters Score -1403373 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1403600.750000 Penalty: 4645.481445
	Iteration 16Q: 3 clusters Score -1403601 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1403783.625000 Penalty: 4645.481445
	Iteration 17Q: 3 clusters Score -1403784 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1403964.875000 Penalty: 4645.481445
	Iteration 18Q: 3 clusters Score -1403965 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1404162.000000 Penalty: 4645.481445
	Iteration 19Q: 3 clusters Score -1404162 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1404352.125000 Penalty: 4645.481445
	Iteration 20F: 3 clusters Score -1404352 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1404545.000000 Penalty: 4645.481445
	Iteration 21Q: 3 clusters Score -1404545 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1404742.250000 Penalty: 4645.481445
	Iteration 22Q: 3 clusters Score -1404742 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1404930.000000 Penalty: 4645.481445
	Iteration 23Q: 3 clusters Score -1404930 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1405049.250000 Penalty: 4645.481445
	Iteration 24Q: 3 clusters Score -1405049 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1405123.250000 Penalty: 4645.481445
	Iteration 25Q: 3 clusters Score -1405123 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1405162.375000 Penalty: 4645.481445
	Iteration 26Q: 3 clusters Score -1405162 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1405188.000000 Penalty: 4645.481445
	Iteration 27Q: 3 clusters Score -1405188 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1405201.500000 Penalty: 4645.481445
	Iteration 28Q: 3 clusters Score -1405202 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1405206.500000 Penalty: 4645.481445
	Iteration 29Q: 3 clusters Score -1405206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1405212.125000 Penalty: 4645.481445
	Iteration 30Q: 3 clusters Score -1405212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1405215.375000 Penalty: 4645.481445
	Iteration 31Q: 3 clusters Score -1405215 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1405219.375000 Penalty: 4645.481445
	Iteration 32Q: 3 clusters Score -1405219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1405222.625000 Penalty: 4645.481445
	Iteration 33Q: 3 clusters Score -1405223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1405224.000000 Penalty: 4645.481445
	Iteration 34Q: 3 clusters Score -1405224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1405223.375000 Penalty: 4645.481445
	Iteration 35Q: 3 clusters Score -1405223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1405225.625000 Penalty: 4645.481445
	Iteration 36Q: 3 clusters Score -1405226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1405225.750000 Penalty: 4645.481445
	Iteration 37Q: 3 clusters Score -1405226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1405226.750000 Penalty: 4645.481445
	Iteration 38Q: 3 clusters Score -1405227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1405226.625000 Penalty: 4645.481445
	Iteration 39Q: 3 clusters Score -1405227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1405226.625000 Penalty: 4645.481445
	Iteration 40F: 3 clusters Score -1405227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (317148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317148 members 
Entering Unmasked Estep 
Score: -38602408.000000 Penalty: 3141.446777
	Iteration 0F: 2 clusters Score -3.860241e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159180 members 
Mstep: Class 2 contains 157968 members 
Entering Unmasked Estep 
Score: -38421432.000000 Penalty: 6282.893555
	Iteration 0F: 3 clusters Score -3.842143e+07 nChanged 153441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169577 members 
Mstep: Class 2 contains 147571 members 
Entering Unmasked Estep 
Score: -38512508.000000 Penalty: 6282.893555
	Iteration 1F: 3 clusters Score -3.851251e+07 nChanged 9008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176259 members 
Mstep: Class 2 contains 140889 members 
Entering Unmasked Estep 
Score: -38514492.000000 Penalty: 6282.893555
	Iteration 2Q: 3 clusters Score -3.851449e+07 nChanged 11986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186861 members 
Mstep: Class 2 contains 130287 members 
Entering Unmasked Estep 
Score: -38517600.000000 Penalty: 6282.893555
	Iteration 3Q: 3 clusters Score -3.85176e+07 nChanged 16695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202500 members 
Mstep: Class 2 contains 114648 members 
Entering Unmasked Estep 
Score: -38523264.000000 Penalty: 6282.893555
	Iteration 4F: 3 clusters Score -3.852326e+07 nChanged 21402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222862 members 
Mstep: Class 2 contains 94286 members 
Entering Unmasked Estep 
Score: -38532532.000000 Penalty: 6282.893555
	Iteration 5F: 3 clusters Score -3.853253e+07 nChanged 23611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245623 members 
Mstep: Class 2 contains 71525 members 
Entering Unmasked Estep 
Score: -38544912.000000 Penalty: 6282.893555
	Iteration 6F: 3 clusters Score -3.854491e+07 nChanged 21589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266526 members 
Mstep: Class 2 contains 50622 members 
Entering Unmasked Estep 
Score: -38558864.000000 Penalty: 6282.893555
	Iteration 7F: 3 clusters Score -3.855886e+07 nChanged 16543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282283 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -38570328.000000 Penalty: 6282.893555
	Iteration 8F: 3 clusters Score -3.857033e+07 nChanged 10796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292163 members 
Mstep: Class 2 contains 24985 members 
Entering Unmasked Estep 
Score: -38578560.000000 Penalty: 6282.893555
	Iteration 9Q: 3 clusters Score -3.857856e+07 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298244 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -38583796.000000 Penalty: 6282.893555
	Iteration 10Q: 3 clusters Score -3.85838e+07 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302166 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -38587392.000000 Penalty: 6282.893555
	Iteration 11Q: 3 clusters Score -3.858739e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304904 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -38589760.000000 Penalty: 6282.893555
	Iteration 12Q: 3 clusters Score -3.858976e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306875 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -38591396.000000 Penalty: 6282.893555
	Iteration 13Q: 3 clusters Score -3.85914e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308429 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -38592680.000000 Penalty: 6282.893555
	Iteration 14Q: 3 clusters Score -3.859268e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309749 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -38593964.000000 Penalty: 6282.893555
	Iteration 15Q: 3 clusters Score -3.859396e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310806 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -38594896.000000 Penalty: 6282.893555
	Iteration 16Q: 3 clusters Score -3.85949e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311655 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -38595468.000000 Penalty: 6282.893555
	Iteration 17Q: 3 clusters Score -3.859547e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312302 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -38596064.000000 Penalty: 6282.893555
	Iteration 18Q: 3 clusters Score -3.859606e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312846 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -38596528.000000 Penalty: 6282.893555
	Iteration 19Q: 3 clusters Score -3.859653e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313272 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -38596844.000000 Penalty: 6282.893555
	Iteration 20F: 3 clusters Score -3.859684e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313632 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -38597084.000000 Penalty: 6282.893555
	Iteration 21Q: 3 clusters Score -3.859708e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313944 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -38597396.000000 Penalty: 6282.893555
	Iteration 22Q: 3 clusters Score -3.85974e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314169 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -38597700.000000 Penalty: 6282.893555
	Iteration 23Q: 3 clusters Score -3.85977e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314378 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -38597880.000000 Penalty: 6282.893555
	Iteration 24Q: 3 clusters Score -3.859788e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314541 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -38598056.000000 Penalty: 6282.893555
	Iteration 25Q: 3 clusters Score -3.859806e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314663 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -38598136.000000 Penalty: 6282.893555
	Iteration 26Q: 3 clusters Score -3.859814e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314768 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -38598264.000000 Penalty: 6282.893555
	Iteration 27Q: 3 clusters Score -3.859826e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314867 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -38598396.000000 Penalty: 6282.893555
	Iteration 28Q: 3 clusters Score -3.85984e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314971 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -38598456.000000 Penalty: 6282.893555
	Iteration 29Q: 3 clusters Score -3.859846e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315046 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -38598512.000000 Penalty: 6282.893555
	Iteration 30Q: 3 clusters Score -3.859851e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315117 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -38598624.000000 Penalty: 6282.893555
	Iteration 31Q: 3 clusters Score -3.859862e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315184 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -38598656.000000 Penalty: 6282.893555
	Iteration 32Q: 3 clusters Score -3.859866e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315241 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -38598696.000000 Penalty: 6282.893555
	Iteration 33Q: 3 clusters Score -3.85987e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315290 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -38598732.000000 Penalty: 6282.893555
	Iteration 34Q: 3 clusters Score -3.859873e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315339 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -38598820.000000 Penalty: 6282.893555
	Iteration 35Q: 3 clusters Score -3.859882e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315384 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -38598856.000000 Penalty: 6282.893555
	Iteration 36Q: 3 clusters Score -3.859886e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315430 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -38598856.000000 Penalty: 6282.893555
	Iteration 37Q: 3 clusters Score -3.859886e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315469 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -38598880.000000 Penalty: 6282.893555
	Iteration 38Q: 3 clusters Score -3.859888e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315487 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -38598904.000000 Penalty: 6282.893555
	Iteration 39Q: 3 clusters Score -3.85989e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315501 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -38598904.000000 Penalty: 6282.893555
	Iteration 40F: 3 clusters Score -3.85989e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315507 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -38598928.000000 Penalty: 6282.893555
	Iteration 41Q: 3 clusters Score -3.859893e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315518 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -38598944.000000 Penalty: 6282.893555
	Iteration 42Q: 3 clusters Score -3.859894e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315528 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -38598940.000000 Penalty: 6282.893555
	Iteration 43Q: 3 clusters Score -3.859894e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315535 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -38598924.000000 Penalty: 6282.893555
	Iteration 44Q: 3 clusters Score -3.859892e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315547 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -38598956.000000 Penalty: 6282.893555
	Iteration 45Q: 3 clusters Score -3.859896e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315556 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -38598968.000000 Penalty: 6282.893555
	Iteration 46Q: 3 clusters Score -3.859897e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315569 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -38599012.000000 Penalty: 6282.893555
	Iteration 47Q: 3 clusters Score -3.859901e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315575 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -38599028.000000 Penalty: 6282.893555
	Iteration 48Q: 3 clusters Score -3.859903e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315583 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -38599016.000000 Penalty: 6282.893555
	Iteration 49Q: 3 clusters Score -3.859902e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315595 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -38598988.000000 Penalty: 6282.893555
	Iteration 50Q: 3 clusters Score -3.859899e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315607 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -38599000.000000 Penalty: 6282.893555
	Iteration 51Q: 3 clusters Score -3.8599e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315616 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -38599004.000000 Penalty: 6282.893555
	Iteration 52Q: 3 clusters Score -3.8599e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315625 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -38599008.000000 Penalty: 6282.893555
	Iteration 53Q: 3 clusters Score -3.859901e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315637 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -38598984.000000 Penalty: 6282.893555
	Iteration 54Q: 3 clusters Score -3.859898e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315647 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -38599020.000000 Penalty: 6282.893555
	Iteration 55Q: 3 clusters Score -3.859902e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315655 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -38599012.000000 Penalty: 6282.893555
	Iteration 56Q: 3 clusters Score -3.859901e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315659 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -38599028.000000 Penalty: 6282.893555
	Iteration 57Q: 3 clusters Score -3.859903e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315661 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -38599040.000000 Penalty: 6282.893555
	Iteration 58Q: 3 clusters Score -3.859904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315663 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -38599052.000000 Penalty: 6282.893555
	Iteration 59Q: 3 clusters Score -3.859905e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315662 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -38599036.000000 Penalty: 6282.893555
	Iteration 60F: 3 clusters Score -3.859904e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315658 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -38599084.000000 Penalty: 6282.893555
	Iteration 61Q: 3 clusters Score -3.859908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315655 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -38599072.000000 Penalty: 6282.893555
	Iteration 62Q: 3 clusters Score -3.859907e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315658 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -38599076.000000 Penalty: 6282.893555
	Iteration 63Q: 3 clusters Score -3.859908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315660 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -38599080.000000 Penalty: 6282.893555
	Iteration 64Q: 3 clusters Score -3.859908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315663 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -38599088.000000 Penalty: 6282.893555
	Iteration 65Q: 3 clusters Score -3.859909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315665 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -38599068.000000 Penalty: 6282.893555
	Iteration 66Q: 3 clusters Score -3.859907e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315666 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -38599060.000000 Penalty: 6282.893555
	Iteration 67Q: 3 clusters Score -3.859906e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315667 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -38599084.000000 Penalty: 6282.893555
	Iteration 68Q: 3 clusters Score -3.859908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315667 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -38599092.000000 Penalty: 6282.893555
	Iteration 69Q: 3 clusters Score -3.859909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315669 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -38599096.000000 Penalty: 6282.893555
	Iteration 70Q: 3 clusters Score -3.85991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315671 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -38599088.000000 Penalty: 6282.893555
	Iteration 71Q: 3 clusters Score -3.859909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315673 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -38599092.000000 Penalty: 6282.893555
	Iteration 72Q: 3 clusters Score -3.859909e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315676 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -38599088.000000 Penalty: 6282.893555
	Iteration 73Q: 3 clusters Score -3.859909e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315677 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -38599072.000000 Penalty: 6282.893555
	Iteration 74Q: 3 clusters Score -3.859907e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315681 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -38599096.000000 Penalty: 6282.893555
	Iteration 75Q: 3 clusters Score -3.85991e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315688 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -38599096.000000 Penalty: 6282.893555
	Iteration 76Q: 3 clusters Score -3.85991e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315691 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -38599096.000000 Penalty: 6282.893555
	Iteration 77Q: 3 clusters Score -3.85991e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315696 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -38599108.000000 Penalty: 6282.893555
	Iteration 78Q: 3 clusters Score -3.859911e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315704 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -38599108.000000 Penalty: 6282.893555
	Iteration 79Q: 3 clusters Score -3.859911e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315714 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -38599124.000000 Penalty: 6282.893555
	Iteration 80F: 3 clusters Score -3.859912e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315717 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -38599108.000000 Penalty: 6282.893555
	Iteration 81Q: 3 clusters Score -3.859911e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315718 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -38599120.000000 Penalty: 6282.893555
	Iteration 82Q: 3 clusters Score -3.859912e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315719 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -38599120.000000 Penalty: 6282.893555
	Iteration 83Q: 3 clusters Score -3.859912e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315720 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -38599124.000000 Penalty: 6282.893555
	Iteration 84Q: 3 clusters Score -3.859912e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315721 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -38599116.000000 Penalty: 6282.893555
	Iteration 85Q: 3 clusters Score -3.859912e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315728 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -38599116.000000 Penalty: 6282.893555
	Iteration 86Q: 3 clusters Score -3.859912e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315735 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -38599132.000000 Penalty: 6282.893555
	Iteration 87Q: 3 clusters Score -3.859913e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315739 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -38599156.000000 Penalty: 6282.893555
	Iteration 88Q: 3 clusters Score -3.859916e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315742 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -38599160.000000 Penalty: 6282.893555
	Iteration 89Q: 3 clusters Score -3.859916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315742 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -38599164.000000 Penalty: 6282.893555
	Iteration 90Q: 3 clusters Score -3.859916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315744 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -38599180.000000 Penalty: 6282.893555
	Iteration 91Q: 3 clusters Score -3.859918e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315745 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -38599196.000000 Penalty: 6282.893555
	Iteration 92Q: 3 clusters Score -3.85992e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315749 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -38599164.000000 Penalty: 6282.893555
	Iteration 93Q: 3 clusters Score -3.859916e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315754 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -38599156.000000 Penalty: 6282.893555
	Iteration 94Q: 3 clusters Score -3.859916e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315757 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -38599140.000000 Penalty: 6282.893555
	Iteration 95Q: 3 clusters Score -3.859914e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315759 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -38599148.000000 Penalty: 6282.893555
	Iteration 96Q: 3 clusters Score -3.859915e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315760 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -38599148.000000 Penalty: 6282.893555
	Iteration 97Q: 3 clusters Score -3.859915e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315759 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -38599140.000000 Penalty: 6282.893555
	Iteration 98Q: 3 clusters Score -3.859914e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315756 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -38599136.000000 Penalty: 6282.893555
	Iteration 99Q: 3 clusters Score -3.859914e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315753 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -38599136.000000 Penalty: 6282.893555
	Iteration 100F: 3 clusters Score -3.859914e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315753 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -38599132.000000 Penalty: 6282.893555
	Iteration 101Q: 3 clusters Score -3.859913e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315756 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -38599156.000000 Penalty: 6282.893555
	Iteration 102Q: 3 clusters Score -3.859916e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315762 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -38599148.000000 Penalty: 6282.893555
	Iteration 103Q: 3 clusters Score -3.859915e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315773 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -38599152.000000 Penalty: 6282.893555
	Iteration 104Q: 3 clusters Score -3.859915e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315776 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -38599164.000000 Penalty: 6282.893555
	Iteration 105Q: 3 clusters Score -3.859916e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315780 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -38599172.000000 Penalty: 6282.893555
	Iteration 106Q: 3 clusters Score -3.859917e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315778 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -38599180.000000 Penalty: 6282.893555
	Iteration 107Q: 3 clusters Score -3.859918e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315778 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -38599180.000000 Penalty: 6282.893555
	Iteration 108F: 3 clusters Score -3.859918e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Entering Unmasked Estep 
Score: -261258.828125 Penalty: 1956.120850
	Iteration 0F: 2 clusters Score -261258.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -258533.171875 Penalty: 3912.241699
	Iteration 0F: 3 clusters Score -258533.2 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -260950.687500 Penalty: 3912.241699
	Iteration 1F: 3 clusters Score -260950.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -262370.562500 Penalty: 3912.241699
	Iteration 2F: 3 clusters Score -262370.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -263311.156250 Penalty: 3912.241699
	Iteration 3F: 3 clusters Score -263311.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -264245.750000 Penalty: 3912.241699
	Iteration 4F: 3 clusters Score -264245.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -264587.593750 Penalty: 3912.241699
	Iteration 5Q: 3 clusters Score -264587.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -264714.687500 Penalty: 3912.241699
	Iteration 6Q: 3 clusters Score -264714.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -264927.625000 Penalty: 3912.241699
	Iteration 7Q: 3 clusters Score -264927.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -265296.750000 Penalty: 3912.241699
	Iteration 8Q: 3 clusters Score -265296.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -265506.250000 Penalty: 3912.241699
	Iteration 9Q: 3 clusters Score -265506.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -265569.343750 Penalty: 3912.241699
	Iteration 10Q: 3 clusters Score -265569.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -265588.093750 Penalty: 3912.241699
	Iteration 11Q: 3 clusters Score -265588.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -265597.687500 Penalty: 3912.241699
	Iteration 12Q: 3 clusters Score -265597.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -265603.718750 Penalty: 3912.241699
	Iteration 13Q: 3 clusters Score -265603.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -265609.562500 Penalty: 3912.241699
	Iteration 14Q: 3 clusters Score -265609.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -265613.906250 Penalty: 3912.241699
	Iteration 15Q: 3 clusters Score -265613.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -265615.718750 Penalty: 3912.241699
	Iteration 16Q: 3 clusters Score -265615.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -265616.031250 Penalty: 3912.241699
	Iteration 17Q: 3 clusters Score -265616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -265617.000000 Penalty: 3912.241699
	Iteration 18Q: 3 clusters Score -265617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -265617.000000 Penalty: 3912.241699
	Iteration 19F: 3 clusters Score -265617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 11839 members 
Mstep: Class 3 contains 57515 members 
Mstep: Class 4 contains 9261 members 
Mstep: Class 5 contains 3367 members 
Mstep: Class 6 contains 16757 members 
Mstep: Class 7 contains 13363 members 
Mstep: Class 8 contains 131227 members 
Mstep: Class 9 contains 10539 members 
Mstep: Class 10 contains 198908 members 
Mstep: Class 11 contains 212026 members 
Mstep: Class 12 contains 11683 members 
Mstep: Class 13 contains 317148 members 
Mstep: Class 14 contains 401 members 
Mstep: Class 15 contains 39364 members 
Mstep: Class 16 contains 52575 members 
Mstep: Class 17 contains 18864 members 
Mstep: Class 18 contains 16236 members 
Mstep: Class 19 contains 8802 members 
Mstep: Class 20 contains 5419 members 
Mstep: Class 21 contains 39835 members 
Mstep: Class 22 contains 29887 members 
Mstep: Class 23 contains 175076 members 
Mstep: Class 24 contains 95249 members 
Mstep: Class 25 contains 5435 members 
Mstep: Class 26 contains 241781 members 
Mstep: Class 27 contains 38010 members 
Mstep: Class 28 contains 4703 members 
Mstep: Class 29 contains 6062 members 
Mstep: Class 30 contains 107058 members 
Mstep: Class 31 contains 7175 members 
Mstep: Class 32 contains 3019 members 
Mstep: Class 33 contains 83583 members 
Mstep: Class 34 contains 7916 members 
Mstep: Class 35 contains 4233 members 
Mstep: Class 36 contains 2263 members 
Entering Unmasked Estep 
Score: -235434096.000000 Penalty: 129489.281250
Splitting cluster 14 changes total score from -235432320.000000 to -235434096.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 15 (39364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39364 members 
Entering Unmasked Estep 
Score: -4787434.000000 Penalty: 2623.990723
	Iteration 0F: 2 clusters Score -4787434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -4760768.500000 Penalty: 5247.981445
	Iteration 0F: 3 clusters Score -4760768 nChanged 18001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -4770804.000000 Penalty: 5247.981445
	Iteration 1F: 3 clusters Score -4770804 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -4771376.500000 Penalty: 5247.981445
	Iteration 2Q: 3 clusters Score -4771376 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -4771917.500000 Penalty: 5247.981445
	Iteration 3Q: 3 clusters Score -4771918 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -4772524.500000 Penalty: 5247.981445
	Iteration 4Q: 3 clusters Score -4772524 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -4773247.500000 Penalty: 5247.981445
	Iteration 5Q: 3 clusters Score -4773248 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -4774230.000000 Penalty: 5247.981445
	Iteration 6Q: 3 clusters Score -4774230 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -4775442.500000 Penalty: 5247.981445
	Iteration 7F: 3 clusters Score -4775442 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -4777025.000000 Penalty: 5247.981445
	Iteration 8F: 3 clusters Score -4777025 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -4778671.000000 Penalty: 5247.981445
	Iteration 9F: 3 clusters Score -4778671 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30611 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -4780198.500000 Penalty: 5247.981445
	Iteration 10F: 3 clusters Score -4780198 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32208 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -4781519.000000 Penalty: 5247.981445
	Iteration 11Q: 3 clusters Score -4781519 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33540 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -4782536.000000 Penalty: 5247.981445
	Iteration 12Q: 3 clusters Score -4782536 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -4783238.000000 Penalty: 5247.981445
	Iteration 13Q: 3 clusters Score -4783238 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35310 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -4783752.500000 Penalty: 5247.981445
	Iteration 14Q: 3 clusters Score -4783752 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35920 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -4784117.500000 Penalty: 5247.981445
	Iteration 15Q: 3 clusters Score -4784118 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36374 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -4784371.500000 Penalty: 5247.981445
	Iteration 16Q: 3 clusters Score -4784372 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36739 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -4784574.000000 Penalty: 5247.981445
	Iteration 17Q: 3 clusters Score -4784574 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37010 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -4784693.000000 Penalty: 5247.981445
	Iteration 18Q: 3 clusters Score -4784693 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37238 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -4784811.500000 Penalty: 5247.981445
	Iteration 19Q: 3 clusters Score -4784812 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37424 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -4784900.500000 Penalty: 5247.981445
	Iteration 20F: 3 clusters Score -4784900 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37596 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -4784977.000000 Penalty: 5247.981445
	Iteration 21Q: 3 clusters Score -4784977 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -4785051.500000 Penalty: 5247.981445
	Iteration 22Q: 3 clusters Score -4785052 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37869 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -4785098.000000 Penalty: 5247.981445
	Iteration 23Q: 3 clusters Score -4785098 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37986 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -4785142.000000 Penalty: 5247.981445
	Iteration 24Q: 3 clusters Score -4785142 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38081 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -4785184.000000 Penalty: 5247.981445
	Iteration 25Q: 3 clusters Score -4785184 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -4785236.000000 Penalty: 5247.981445
	Iteration 26Q: 3 clusters Score -4785236 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -4785285.000000 Penalty: 5247.981445
	Iteration 27Q: 3 clusters Score -4785285 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38296 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -4785334.500000 Penalty: 5247.981445
	Iteration 28Q: 3 clusters Score -4785334 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38363 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -4785368.000000 Penalty: 5247.981445
	Iteration 29Q: 3 clusters Score -4785368 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38420 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -4785387.500000 Penalty: 5247.981445
	Iteration 30Q: 3 clusters Score -4785388 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38465 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -4785405.000000 Penalty: 5247.981445
	Iteration 31Q: 3 clusters Score -4785405 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38503 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -4785416.500000 Penalty: 5247.981445
	Iteration 32Q: 3 clusters Score -4785416 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38536 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -4785437.000000 Penalty: 5247.981445
	Iteration 33Q: 3 clusters Score -4785437 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4785445.500000 Penalty: 5247.981445
	Iteration 34Q: 3 clusters Score -4785446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -4785451.000000 Penalty: 5247.981445
	Iteration 35Q: 3 clusters Score -4785451 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38597 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -4785460.000000 Penalty: 5247.981445
	Iteration 36Q: 3 clusters Score -4785460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38607 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4785469.000000 Penalty: 5247.981445
	Iteration 37Q: 3 clusters Score -4785469 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38618 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4785479.500000 Penalty: 5247.981445
	Iteration 38Q: 3 clusters Score -4785480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4785482.500000 Penalty: 5247.981445
	Iteration 39Q: 3 clusters Score -4785482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38629 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4785482.500000 Penalty: 5247.981445
	Iteration 40F: 3 clusters Score -4785482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38645 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -4785493.000000 Penalty: 5247.981445
	Iteration 41Q: 3 clusters Score -4785493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38656 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -4785500.500000 Penalty: 5247.981445
	Iteration 42Q: 3 clusters Score -4785500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38668 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4785509.500000 Penalty: 5247.981445
	Iteration 43Q: 3 clusters Score -4785510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38676 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4785503.500000 Penalty: 5247.981445
	Iteration 44Q: 3 clusters Score -4785504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38680 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4785506.500000 Penalty: 5247.981445
	Iteration 45Q: 3 clusters Score -4785506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38682 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4785508.500000 Penalty: 5247.981445
	Iteration 46Q: 3 clusters Score -4785508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38684 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4785512.500000 Penalty: 5247.981445
	Iteration 47Q: 3 clusters Score -4785512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38687 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4785509.000000 Penalty: 5247.981445
	Iteration 48Q: 3 clusters Score -4785509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38689 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4785513.000000 Penalty: 5247.981445
	Iteration 49Q: 3 clusters Score -4785513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38689 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4785513.000000 Penalty: 5247.981445
	Iteration 50F: 3 clusters Score -4785513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (52575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52575 members 
Entering Unmasked Estep 
Score: -5983831.500000 Penalty: 2695.759033
	Iteration 0F: 2 clusters Score -5983832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -5948354.000000 Penalty: 5391.518066
	Iteration 0F: 3 clusters Score -5948354 nChanged 24322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -5961973.000000 Penalty: 5391.518066
	Iteration 1F: 3 clusters Score -5961973 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 26327 members 
Entering Unmasked Estep 
Score: -5962707.000000 Penalty: 5391.518066
	Iteration 2Q: 3 clusters Score -5962707 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -5963668.000000 Penalty: 5391.518066
	Iteration 3Q: 3 clusters Score -5963668 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -5964800.500000 Penalty: 5391.518066
	Iteration 4Q: 3 clusters Score -5964800 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -5966300.000000 Penalty: 5391.518066
	Iteration 5F: 3 clusters Score -5966300 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -5968065.500000 Penalty: 5391.518066
	Iteration 6F: 3 clusters Score -5968066 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -5969870.000000 Penalty: 5391.518066
	Iteration 7F: 3 clusters Score -5969870 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28045 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -5971683.000000 Penalty: 5391.518066
	Iteration 8F: 3 clusters Score -5971683 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -5973198.500000 Penalty: 5391.518066
	Iteration 9F: 3 clusters Score -5973198 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -5974446.000000 Penalty: 5391.518066
	Iteration 10Q: 3 clusters Score -5974446 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -5975309.000000 Penalty: 5391.518066
	Iteration 11Q: 3 clusters Score -5975309 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -5975970.000000 Penalty: 5391.518066
	Iteration 12Q: 3 clusters Score -5975970 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -5976416.500000 Penalty: 5391.518066
	Iteration 13Q: 3 clusters Score -5976416 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31725 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -5976732.000000 Penalty: 5391.518066
	Iteration 14Q: 3 clusters Score -5976732 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32206 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -5976988.000000 Penalty: 5391.518066
	Iteration 15Q: 3 clusters Score -5976988 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -5977171.500000 Penalty: 5391.518066
	Iteration 16Q: 3 clusters Score -5977172 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -5977319.500000 Penalty: 5391.518066
	Iteration 17Q: 3 clusters Score -5977320 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -5977451.500000 Penalty: 5391.518066
	Iteration 18Q: 3 clusters Score -5977452 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33962 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -5977575.000000 Penalty: 5391.518066
	Iteration 19Q: 3 clusters Score -5977575 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34366 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -5977665.000000 Penalty: 5391.518066
	Iteration 20F: 3 clusters Score -5977665 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34767 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -5977739.000000 Penalty: 5391.518066
	Iteration 21Q: 3 clusters Score -5977739 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35190 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -5977856.000000 Penalty: 5391.518066
	Iteration 22Q: 3 clusters Score -5977856 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35629 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -5977957.500000 Penalty: 5391.518066
	Iteration 23Q: 3 clusters Score -5977958 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -5978057.500000 Penalty: 5391.518066
	Iteration 24Q: 3 clusters Score -5978058 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36515 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -5978122.500000 Penalty: 5391.518066
	Iteration 25Q: 3 clusters Score -5978122 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37000 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -5978238.000000 Penalty: 5391.518066
	Iteration 26Q: 3 clusters Score -5978238 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37535 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -5978343.500000 Penalty: 5391.518066
	Iteration 27Q: 3 clusters Score -5978344 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38085 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -5978497.500000 Penalty: 5391.518066
	Iteration 28Q: 3 clusters Score -5978498 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38686 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -5978656.500000 Penalty: 5391.518066
	Iteration 29Q: 3 clusters Score -5978656 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39286 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -5978859.500000 Penalty: 5391.518066
	Iteration 30Q: 3 clusters Score -5978860 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39926 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -5979058.500000 Penalty: 5391.518066
	Iteration 31Q: 3 clusters Score -5979058 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40567 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -5979278.500000 Penalty: 5391.518066
	Iteration 32Q: 3 clusters Score -5979278 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41253 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -5979446.000000 Penalty: 5391.518066
	Iteration 33Q: 3 clusters Score -5979446 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41931 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -5979698.500000 Penalty: 5391.518066
	Iteration 34Q: 3 clusters Score -5979698 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42565 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -5979917.000000 Penalty: 5391.518066
	Iteration 35Q: 3 clusters Score -5979917 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43179 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -5980135.500000 Penalty: 5391.518066
	Iteration 36Q: 3 clusters Score -5980136 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43755 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -5980345.500000 Penalty: 5391.518066
	Iteration 37Q: 3 clusters Score -5980346 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44294 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -5980528.500000 Penalty: 5391.518066
	Iteration 38Q: 3 clusters Score -5980528 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44807 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -5980670.000000 Penalty: 5391.518066
	Iteration 39Q: 3 clusters Score -5980670 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45304 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -5980859.500000 Penalty: 5391.518066
	Iteration 40F: 3 clusters Score -5980860 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45768 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -5980999.000000 Penalty: 5391.518066
	Iteration 41Q: 3 clusters Score -5980999 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46217 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -5981125.500000 Penalty: 5391.518066
	Iteration 42Q: 3 clusters Score -5981126 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46640 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -5981273.000000 Penalty: 5391.518066
	Iteration 43Q: 3 clusters Score -5981273 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47039 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -5981413.000000 Penalty: 5391.518066
	Iteration 44Q: 3 clusters Score -5981413 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47413 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -5981555.000000 Penalty: 5391.518066
	Iteration 45Q: 3 clusters Score -5981555 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47762 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -5981670.000000 Penalty: 5391.518066
	Iteration 46Q: 3 clusters Score -5981670 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48076 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -5981789.000000 Penalty: 5391.518066
	Iteration 47Q: 3 clusters Score -5981789 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48373 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -5981897.000000 Penalty: 5391.518066
	Iteration 48Q: 3 clusters Score -5981897 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48605 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -5981952.500000 Penalty: 5391.518066
	Iteration 49Q: 3 clusters Score -5981952 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48833 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -5982025.000000 Penalty: 5391.518066
	Iteration 50Q: 3 clusters Score -5982025 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49014 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -5982073.000000 Penalty: 5391.518066
	Iteration 51Q: 3 clusters Score -5982073 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49155 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -5982116.500000 Penalty: 5391.518066
	Iteration 52Q: 3 clusters Score -5982116 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49295 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -5982158.500000 Penalty: 5391.518066
	Iteration 53Q: 3 clusters Score -5982158 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49414 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -5982195.000000 Penalty: 5391.518066
	Iteration 54Q: 3 clusters Score -5982195 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49512 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -5982218.000000 Penalty: 5391.518066
	Iteration 55Q: 3 clusters Score -5982218 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49601 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -5982238.000000 Penalty: 5391.518066
	Iteration 56Q: 3 clusters Score -5982238 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49680 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -5982264.500000 Penalty: 5391.518066
	Iteration 57Q: 3 clusters Score -5982264 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49745 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -5982271.000000 Penalty: 5391.518066
	Iteration 58Q: 3 clusters Score -5982271 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49818 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -5982289.000000 Penalty: 5391.518066
	Iteration 59Q: 3 clusters Score -5982289 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49890 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -5982316.500000 Penalty: 5391.518066
	Iteration 60F: 3 clusters Score -5982316 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49961 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -5982342.500000 Penalty: 5391.518066
	Iteration 61Q: 3 clusters Score -5982342 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50023 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -5982362.000000 Penalty: 5391.518066
	Iteration 62Q: 3 clusters Score -5982362 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50105 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -5982401.500000 Penalty: 5391.518066
	Iteration 63Q: 3 clusters Score -5982402 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50164 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -5982435.000000 Penalty: 5391.518066
	Iteration 64Q: 3 clusters Score -5982435 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50232 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -5982446.500000 Penalty: 5391.518066
	Iteration 65Q: 3 clusters Score -5982446 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50293 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -5982470.000000 Penalty: 5391.518066
	Iteration 66Q: 3 clusters Score -5982470 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50354 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -5982500.500000 Penalty: 5391.518066
	Iteration 67Q: 3 clusters Score -5982500 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50411 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -5982539.000000 Penalty: 5391.518066
	Iteration 68Q: 3 clusters Score -5982539 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50471 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -5982581.500000 Penalty: 5391.518066
	Iteration 69Q: 3 clusters Score -5982582 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50533 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -5982606.000000 Penalty: 5391.518066
	Iteration 70Q: 3 clusters Score -5982606 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50584 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -5982644.000000 Penalty: 5391.518066
	Iteration 71Q: 3 clusters Score -5982644 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50636 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -5982681.500000 Penalty: 5391.518066
	Iteration 72Q: 3 clusters Score -5982682 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50665 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -5982699.000000 Penalty: 5391.518066
	Iteration 73Q: 3 clusters Score -5982699 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50685 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -5982707.500000 Penalty: 5391.518066
	Iteration 74Q: 3 clusters Score -5982708 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50701 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -5982719.500000 Penalty: 5391.518066
	Iteration 75Q: 3 clusters Score -5982720 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50713 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -5982737.500000 Penalty: 5391.518066
	Iteration 76Q: 3 clusters Score -5982738 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50718 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -5982743.000000 Penalty: 5391.518066
	Iteration 77Q: 3 clusters Score -5982743 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50727 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -5982756.000000 Penalty: 5391.518066
	Iteration 78Q: 3 clusters Score -5982756 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50738 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -5982752.000000 Penalty: 5391.518066
	Iteration 79Q: 3 clusters Score -5982752 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50737 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -5982759.500000 Penalty: 5391.518066
	Iteration 80F: 3 clusters Score -5982760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50744 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -5982779.000000 Penalty: 5391.518066
	Iteration 81Q: 3 clusters Score -5982779 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50752 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -5982770.000000 Penalty: 5391.518066
	Iteration 82Q: 3 clusters Score -5982770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50762 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -5982772.500000 Penalty: 5391.518066
	Iteration 83Q: 3 clusters Score -5982772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50762 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -5982776.000000 Penalty: 5391.518066
	Iteration 84Q: 3 clusters Score -5982776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50760 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -5982773.000000 Penalty: 5391.518066
	Iteration 85Q: 3 clusters Score -5982773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50757 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -5982779.000000 Penalty: 5391.518066
	Iteration 86Q: 3 clusters Score -5982779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50757 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -5982780.500000 Penalty: 5391.518066
	Iteration 87Q: 3 clusters Score -5982780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50758 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -5982782.000000 Penalty: 5391.518066
	Iteration 88Q: 3 clusters Score -5982782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50759 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -5982777.000000 Penalty: 5391.518066
	Iteration 89Q: 3 clusters Score -5982777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50762 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -5982776.000000 Penalty: 5391.518066
	Iteration 90Q: 3 clusters Score -5982776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50760 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -5982776.500000 Penalty: 5391.518066
	Iteration 91Q: 3 clusters Score -5982776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50760 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -5982776.500000 Penalty: 5391.518066
	Iteration 92F: 3 clusters Score -5982776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -2127381.250000 Penalty: 2441.562744
	Iteration 0F: 2 clusters Score -2127381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -2114091.000000 Penalty: 4883.125488
	Iteration 0F: 3 clusters Score -2114091 nChanged 8310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -2118883.750000 Penalty: 4883.125488
	Iteration 1F: 3 clusters Score -2118884 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -2119704.250000 Penalty: 4883.125488
	Iteration 2F: 3 clusters Score -2119704 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -2120572.750000 Penalty: 4883.125488
	Iteration 3F: 3 clusters Score -2120573 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -2121428.500000 Penalty: 4883.125488
	Iteration 4F: 3 clusters Score -2121428 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -2122278.500000 Penalty: 4883.125488
	Iteration 5F: 3 clusters Score -2122278 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -2122998.750000 Penalty: 4883.125488
	Iteration 6F: 3 clusters Score -2122999 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -2123570.250000 Penalty: 4883.125488
	Iteration 7Q: 3 clusters Score -2123570 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -2124035.250000 Penalty: 4883.125488
	Iteration 8Q: 3 clusters Score -2124035 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -2124412.000000 Penalty: 4883.125488
	Iteration 9Q: 3 clusters Score -2124412 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -2124693.250000 Penalty: 4883.125488
	Iteration 10Q: 3 clusters Score -2124693 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -2124893.250000 Penalty: 4883.125488
	Iteration 11Q: 3 clusters Score -2124893 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -2125068.250000 Penalty: 4883.125488
	Iteration 12Q: 3 clusters Score -2125068 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -2125191.000000 Penalty: 4883.125488
	Iteration 13Q: 3 clusters Score -2125191 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -2125287.250000 Penalty: 4883.125488
	Iteration 14Q: 3 clusters Score -2125287 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -2125366.750000 Penalty: 4883.125488
	Iteration 15Q: 3 clusters Score -2125367 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -2125432.250000 Penalty: 4883.125488
	Iteration 16Q: 3 clusters Score -2125432 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -2125476.250000 Penalty: 4883.125488
	Iteration 17Q: 3 clusters Score -2125476 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -2125517.500000 Penalty: 4883.125488
	Iteration 18Q: 3 clusters Score -2125518 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -2125557.250000 Penalty: 4883.125488
	Iteration 19Q: 3 clusters Score -2125557 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -2125587.000000 Penalty: 4883.125488
	Iteration 20F: 3 clusters Score -2125587 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -2125602.750000 Penalty: 4883.125488
	Iteration 21Q: 3 clusters Score -2125603 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -2125612.500000 Penalty: 4883.125488
	Iteration 22Q: 3 clusters Score -2125612 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -2125620.750000 Penalty: 4883.125488
	Iteration 23Q: 3 clusters Score -2125621 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -2125628.250000 Penalty: 4883.125488
	Iteration 24Q: 3 clusters Score -2125628 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2125634.500000 Penalty: 4883.125488
	Iteration 25Q: 3 clusters Score -2125634 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -2125642.000000 Penalty: 4883.125488
	Iteration 26Q: 3 clusters Score -2125642 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -2125649.750000 Penalty: 4883.125488
	Iteration 27Q: 3 clusters Score -2125650 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2125658.000000 Penalty: 4883.125488
	Iteration 28Q: 3 clusters Score -2125658 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -2125662.000000 Penalty: 4883.125488
	Iteration 29Q: 3 clusters Score -2125662 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -2125665.250000 Penalty: 4883.125488
	Iteration 30Q: 3 clusters Score -2125665 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -2125670.500000 Penalty: 4883.125488
	Iteration 31Q: 3 clusters Score -2125670 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -2125672.250000 Penalty: 4883.125488
	Iteration 32Q: 3 clusters Score -2125672 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -2125672.250000 Penalty: 4883.125488
	Iteration 33Q: 3 clusters Score -2125672 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -2125683.750000 Penalty: 4883.125488
	Iteration 34Q: 3 clusters Score -2125684 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -2125690.750000 Penalty: 4883.125488
	Iteration 35Q: 3 clusters Score -2125691 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -2125701.250000 Penalty: 4883.125488
	Iteration 36Q: 3 clusters Score -2125701 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -2125700.250000 Penalty: 4883.125488
	Iteration 37Q: 3 clusters Score -2125700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -2125705.000000 Penalty: 4883.125488
	Iteration 38Q: 3 clusters Score -2125705 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2125710.000000 Penalty: 4883.125488
	Iteration 39Q: 3 clusters Score -2125710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2125713.750000 Penalty: 4883.125488
	Iteration 40F: 3 clusters Score -2125714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -2125714.750000 Penalty: 4883.125488
	Iteration 41Q: 3 clusters Score -2125715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -2125716.750000 Penalty: 4883.125488
	Iteration 42Q: 3 clusters Score -2125717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -2125721.000000 Penalty: 4883.125488
	Iteration 43Q: 3 clusters Score -2125721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2125719.500000 Penalty: 4883.125488
	Iteration 44Q: 3 clusters Score -2125720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2125718.750000 Penalty: 4883.125488
	Iteration 45Q: 3 clusters Score -2125719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2125719.750000 Penalty: 4883.125488
	Iteration 46Q: 3 clusters Score -2125720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2125721.250000 Penalty: 4883.125488
	Iteration 47Q: 3 clusters Score -2125721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -2125720.750000 Penalty: 4883.125488
	Iteration 48Q: 3 clusters Score -2125721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -2125722.750000 Penalty: 4883.125488
	Iteration 49Q: 3 clusters Score -2125723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2125721.000000 Penalty: 4883.125488
	Iteration 50Q: 3 clusters Score -2125721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -2125721.750000 Penalty: 4883.125488
	Iteration 51Q: 3 clusters Score -2125722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -2125720.750000 Penalty: 4883.125488
	Iteration 52Q: 3 clusters Score -2125721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -2125720.250000 Penalty: 4883.125488
	Iteration 53Q: 3 clusters Score -2125720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -2125723.250000 Penalty: 4883.125488
	Iteration 54Q: 3 clusters Score -2125723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2125722.500000 Penalty: 4883.125488
	Iteration 55Q: 3 clusters Score -2125722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -2125724.750000 Penalty: 4883.125488
	Iteration 56Q: 3 clusters Score -2125725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -2125729.000000 Penalty: 4883.125488
	Iteration 57Q: 3 clusters Score -2125729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -2125727.500000 Penalty: 4883.125488
	Iteration 58Q: 3 clusters Score -2125728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2125728.000000 Penalty: 4883.125488
	Iteration 59Q: 3 clusters Score -2125728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2125732.250000 Penalty: 4883.125488
	Iteration 60F: 3 clusters Score -2125732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -2125728.500000 Penalty: 4883.125488
	Iteration 61Q: 3 clusters Score -2125728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -2125730.500000 Penalty: 4883.125488
	Iteration 62Q: 3 clusters Score -2125730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2125728.000000 Penalty: 4883.125488
	Iteration 63Q: 3 clusters Score -2125728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2125731.000000 Penalty: 4883.125488
	Iteration 64Q: 3 clusters Score -2125731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -2125732.500000 Penalty: 4883.125488
	Iteration 65Q: 3 clusters Score -2125732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2125737.000000 Penalty: 4883.125488
	Iteration 66Q: 3 clusters Score -2125737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -2125737.500000 Penalty: 4883.125488
	Iteration 67Q: 3 clusters Score -2125738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -2125735.750000 Penalty: 4883.125488
	Iteration 68Q: 3 clusters Score -2125736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2125735.750000 Penalty: 4883.125488
	Iteration 69Q: 3 clusters Score -2125736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2125735.750000 Penalty: 4883.125488
	Iteration 70Q: 3 clusters Score -2125736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2125736.250000 Penalty: 4883.125488
	Iteration 71Q: 3 clusters Score -2125736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2125738.500000 Penalty: 4883.125488
	Iteration 72Q: 3 clusters Score -2125738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2125739.500000 Penalty: 4883.125488
	Iteration 73Q: 3 clusters Score -2125740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2125741.000000 Penalty: 4883.125488
	Iteration 74Q: 3 clusters Score -2125741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -2125737.500000 Penalty: 4883.125488
	Iteration 75Q: 3 clusters Score -2125738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -2125741.750000 Penalty: 4883.125488
	Iteration 76Q: 3 clusters Score -2125742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2125749.750000 Penalty: 4883.125488
	Iteration 77Q: 3 clusters Score -2125750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2125752.750000 Penalty: 4883.125488
	Iteration 78Q: 3 clusters Score -2125753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2125756.750000 Penalty: 4883.125488
	Iteration 79Q: 3 clusters Score -2125757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -2125757.000000 Penalty: 4883.125488
	Iteration 80F: 3 clusters Score -2125757 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2125761.000000 Penalty: 4883.125488
	Iteration 81Q: 3 clusters Score -2125761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2125761.750000 Penalty: 4883.125488
	Iteration 82Q: 3 clusters Score -2125762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2125761.000000 Penalty: 4883.125488
	Iteration 83Q: 3 clusters Score -2125761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2125759.500000 Penalty: 4883.125488
	Iteration 84Q: 3 clusters Score -2125760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2125759.750000 Penalty: 4883.125488
	Iteration 85Q: 3 clusters Score -2125760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -2125760.750000 Penalty: 4883.125488
	Iteration 86Q: 3 clusters Score -2125761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2125760.500000 Penalty: 4883.125488
	Iteration 87Q: 3 clusters Score -2125760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2125760.500000 Penalty: 4883.125488
	Iteration 88Q: 3 clusters Score -2125760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2125763.000000 Penalty: 4883.125488
	Iteration 89Q: 3 clusters Score -2125763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2125760.500000 Penalty: 4883.125488
	Iteration 90Q: 3 clusters Score -2125760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2125759.250000 Penalty: 4883.125488
	Iteration 91Q: 3 clusters Score -2125759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -2125763.250000 Penalty: 4883.125488
	Iteration 92Q: 3 clusters Score -2125763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2125764.750000 Penalty: 4883.125488
	Iteration 93Q: 3 clusters Score -2125765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2125766.250000 Penalty: 4883.125488
	Iteration 94Q: 3 clusters Score -2125766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2125765.500000 Penalty: 4883.125488
	Iteration 95Q: 3 clusters Score -2125766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2125760.500000 Penalty: 4883.125488
	Iteration 96Q: 3 clusters Score -2125760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2125761.750000 Penalty: 4883.125488
	Iteration 97Q: 3 clusters Score -2125762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2125762.750000 Penalty: 4883.125488
	Iteration 98Q: 3 clusters Score -2125763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -2125763.500000 Penalty: 4883.125488
	Iteration 99Q: 3 clusters Score -2125764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -2125765.000000 Penalty: 4883.125488
	Iteration 100F: 3 clusters Score -2125765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2125764.750000 Penalty: 4883.125488
	Iteration 101Q: 3 clusters Score -2125765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2125764.750000 Penalty: 4883.125488
	Iteration 102Q: 3 clusters Score -2125765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2125764.500000 Penalty: 4883.125488
	Iteration 103Q: 3 clusters Score -2125764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2125764.500000 Penalty: 4883.125488
	Iteration 104F: 3 clusters Score -2125764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Entering Unmasked Estep 
Score: -1983544.375000 Penalty: 2404.356689
	Iteration 0F: 2 clusters Score -1983544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1971887.375000 Penalty: 4808.713379
	Iteration 0F: 3 clusters Score -1971887 nChanged 6992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1975653.625000 Penalty: 4808.713379
	Iteration 1F: 3 clusters Score -1975654 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1975991.500000 Penalty: 4808.713379
	Iteration 2F: 3 clusters Score -1975992 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1976258.875000 Penalty: 4808.713379
	Iteration 3Q: 3 clusters Score -1976259 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1976570.500000 Penalty: 4808.713379
	Iteration 4Q: 3 clusters Score -1976570 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1976925.750000 Penalty: 4808.713379
	Iteration 5Q: 3 clusters Score -1976926 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1977359.125000 Penalty: 4808.713379
	Iteration 6Q: 3 clusters Score -1977359 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1977908.125000 Penalty: 4808.713379
	Iteration 7F: 3 clusters Score -1977908 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1978535.875000 Penalty: 4808.713379
	Iteration 8F: 3 clusters Score -1978536 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1979257.000000 Penalty: 4808.713379
	Iteration 9F: 3 clusters Score -1979257 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1979908.500000 Penalty: 4808.713379
	Iteration 10Q: 3 clusters Score -1979908 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1980440.875000 Penalty: 4808.713379
	Iteration 11Q: 3 clusters Score -1980441 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1980797.750000 Penalty: 4808.713379
	Iteration 12Q: 3 clusters Score -1980798 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1981051.375000 Penalty: 4808.713379
	Iteration 13Q: 3 clusters Score -1981051 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1981236.375000 Penalty: 4808.713379
	Iteration 14Q: 3 clusters Score -1981236 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1981367.875000 Penalty: 4808.713379
	Iteration 15Q: 3 clusters Score -1981368 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1981467.000000 Penalty: 4808.713379
	Iteration 16Q: 3 clusters Score -1981467 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1981516.875000 Penalty: 4808.713379
	Iteration 17Q: 3 clusters Score -1981517 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1981569.500000 Penalty: 4808.713379
	Iteration 18Q: 3 clusters Score -1981570 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1981589.125000 Penalty: 4808.713379
	Iteration 19Q: 3 clusters Score -1981589 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1981604.625000 Penalty: 4808.713379
	Iteration 20F: 3 clusters Score -1981605 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1981608.875000 Penalty: 4808.713379
	Iteration 21Q: 3 clusters Score -1981609 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1981617.750000 Penalty: 4808.713379
	Iteration 22Q: 3 clusters Score -1981618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1981629.250000 Penalty: 4808.713379
	Iteration 23Q: 3 clusters Score -1981629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1981631.500000 Penalty: 4808.713379
	Iteration 24Q: 3 clusters Score -1981632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1981635.625000 Penalty: 4808.713379
	Iteration 25Q: 3 clusters Score -1981636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1981635.625000 Penalty: 4808.713379
	Iteration 26F: 3 clusters Score -1981636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Entering Unmasked Estep 
Score: -992256.125000 Penalty: 2252.518066
	Iteration 0F: 2 clusters Score -992256.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -985412.000000 Penalty: 4505.036133
	Iteration 0F: 3 clusters Score -985412 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -987395.875000 Penalty: 4505.036133
	Iteration 1F: 3 clusters Score -987395.9 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -987742.687500 Penalty: 4505.036133
	Iteration 2F: 3 clusters Score -987742.7 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -988030.250000 Penalty: 4505.036133
	Iteration 3F: 3 clusters Score -988030.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -988326.500000 Penalty: 4505.036133
	Iteration 4Q: 3 clusters Score -988326.5 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -988651.062500 Penalty: 4505.036133
	Iteration 5F: 3 clusters Score -988651.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -988985.250000 Penalty: 4505.036133
	Iteration 6F: 3 clusters Score -988985.2 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -989338.750000 Penalty: 4505.036133
	Iteration 7F: 3 clusters Score -989338.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -989653.875000 Penalty: 4505.036133
	Iteration 8Q: 3 clusters Score -989653.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -989956.000000 Penalty: 4505.036133
	Iteration 9Q: 3 clusters Score -989956 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -990213.937500 Penalty: 4505.036133
	Iteration 10Q: 3 clusters Score -990213.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -990458.437500 Penalty: 4505.036133
	Iteration 11Q: 3 clusters Score -990458.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -990644.500000 Penalty: 4505.036133
	Iteration 12Q: 3 clusters Score -990644.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -990785.875000 Penalty: 4505.036133
	Iteration 13Q: 3 clusters Score -990785.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -990953.437500 Penalty: 4505.036133
	Iteration 14Q: 3 clusters Score -990953.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -991147.812500 Penalty: 4505.036133
	Iteration 15Q: 3 clusters Score -991147.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -991344.812500 Penalty: 4505.036133
	Iteration 16Q: 3 clusters Score -991344.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -991616.625000 Penalty: 4505.036133
	Iteration 17Q: 3 clusters Score -991616.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -991999.750000 Penalty: 4505.036133
	Iteration 18Q: 3 clusters Score -991999.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -992366.562500 Penalty: 4505.036133
	Iteration 19Q: 3 clusters Score -992366.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -992521.937500 Penalty: 4505.036133
	Iteration 20F: 3 clusters Score -992521.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -992568.500000 Penalty: 4505.036133
	Iteration 21Q: 3 clusters Score -992568.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -992591.812500 Penalty: 4505.036133
	Iteration 22Q: 3 clusters Score -992591.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -992602.187500 Penalty: 4505.036133
	Iteration 23Q: 3 clusters Score -992602.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -992604.625000 Penalty: 4505.036133
	Iteration 24Q: 3 clusters Score -992604.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -992607.687500 Penalty: 4505.036133
	Iteration 25Q: 3 clusters Score -992607.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -992605.937500 Penalty: 4505.036133
	Iteration 26Q: 3 clusters Score -992605.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -992607.562500 Penalty: 4505.036133
	Iteration 27Q: 3 clusters Score -992607.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -992610.375000 Penalty: 4505.036133
	Iteration 28Q: 3 clusters Score -992610.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -992611.875000 Penalty: 4505.036133
	Iteration 29Q: 3 clusters Score -992611.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -992615.375000 Penalty: 4505.036133
	Iteration 30Q: 3 clusters Score -992615.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -992616.875000 Penalty: 4505.036133
	Iteration 31Q: 3 clusters Score -992616.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -992616.500000 Penalty: 4505.036133
	Iteration 32Q: 3 clusters Score -992616.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -992616.500000 Penalty: 4505.036133
	Iteration 33F: 3 clusters Score -992616.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 11839 members 
Mstep: Class 3 contains 57515 members 
Mstep: Class 4 contains 9261 members 
Mstep: Class 5 contains 3367 members 
Mstep: Class 6 contains 16757 members 
Mstep: Class 7 contains 13363 members 
Mstep: Class 8 contains 131227 members 
Mstep: Class 9 contains 10539 members 
Mstep: Class 10 contains 198908 members 
Mstep: Class 11 contains 212026 members 
Mstep: Class 12 contains 11683 members 
Mstep: Class 13 contains 317148 members 
Mstep: Class 14 contains 401 members 
Mstep: Class 15 contains 39364 members 
Mstep: Class 16 contains 52575 members 
Mstep: Class 17 contains 18864 members 
Mstep: Class 18 contains 16236 members 
Mstep: Class 19 contains 6182 members 
Mstep: Class 20 contains 5419 members 
Mstep: Class 21 contains 39835 members 
Mstep: Class 22 contains 29887 members 
Mstep: Class 23 contains 175076 members 
Mstep: Class 24 contains 95249 members 
Mstep: Class 25 contains 5435 members 
Mstep: Class 26 contains 241781 members 
Mstep: Class 27 contains 38010 members 
Mstep: Class 28 contains 4703 members 
Mstep: Class 29 contains 6062 members 
Mstep: Class 30 contains 107058 members 
Mstep: Class 31 contains 7175 members 
Mstep: Class 32 contains 3019 members 
Mstep: Class 33 contains 83583 members 
Mstep: Class 34 contains 7916 members 
Mstep: Class 35 contains 4233 members 
Mstep: Class 36 contains 2263 members 
Mstep: Class 37 contains 2620 members 
Entering Unmasked Estep 
Score: -235432992.000000 Penalty: 133086.203125
Splitting cluster 19 changes total score from -235432320.000000 to -235432992.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 20 (5419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Entering Unmasked Estep 
Score: -618242.437500 Penalty: 2132.221436
	Iteration 0F: 2 clusters Score -618242.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -613533.375000 Penalty: 4264.442871
	Iteration 0F: 3 clusters Score -613533.4 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -614832.500000 Penalty: 4264.442871
	Iteration 1F: 3 clusters Score -614832.5 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -615200.937500 Penalty: 4264.442871
	Iteration 2F: 3 clusters Score -615200.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -615438.687500 Penalty: 4264.442871
	Iteration 3F: 3 clusters Score -615438.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -615660.500000 Penalty: 4264.442871
	Iteration 4F: 3 clusters Score -615660.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -615842.625000 Penalty: 4264.442871
	Iteration 5F: 3 clusters Score -615842.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -615968.750000 Penalty: 4264.442871
	Iteration 6Q: 3 clusters Score -615968.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -616085.750000 Penalty: 4264.442871
	Iteration 7Q: 3 clusters Score -616085.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -616191.000000 Penalty: 4264.442871
	Iteration 8Q: 3 clusters Score -616191 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -616278.187500 Penalty: 4264.442871
	Iteration 9Q: 3 clusters Score -616278.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -616354.000000 Penalty: 4264.442871
	Iteration 10Q: 3 clusters Score -616354 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -616425.375000 Penalty: 4264.442871
	Iteration 11Q: 3 clusters Score -616425.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -616491.312500 Penalty: 4264.442871
	Iteration 12Q: 3 clusters Score -616491.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -616562.437500 Penalty: 4264.442871
	Iteration 13Q: 3 clusters Score -616562.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -616643.000000 Penalty: 4264.442871
	Iteration 14Q: 3 clusters Score -616643 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -616716.187500 Penalty: 4264.442871
	Iteration 15Q: 3 clusters Score -616716.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -616783.062500 Penalty: 4264.442871
	Iteration 16Q: 3 clusters Score -616783.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -616822.062500 Penalty: 4264.442871
	Iteration 17Q: 3 clusters Score -616822.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -616857.500000 Penalty: 4264.442871
	Iteration 18Q: 3 clusters Score -616857.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -616886.812500 Penalty: 4264.442871
	Iteration 19Q: 3 clusters Score -616886.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -616905.062500 Penalty: 4264.442871
	Iteration 20F: 3 clusters Score -616905.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -616924.562500 Penalty: 4264.442871
	Iteration 21Q: 3 clusters Score -616924.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -616940.187500 Penalty: 4264.442871
	Iteration 22Q: 3 clusters Score -616940.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -616958.562500 Penalty: 4264.442871
	Iteration 23Q: 3 clusters Score -616958.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -616974.187500 Penalty: 4264.442871
	Iteration 24Q: 3 clusters Score -616974.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -616986.562500 Penalty: 4264.442871
	Iteration 25Q: 3 clusters Score -616986.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -616993.875000 Penalty: 4264.442871
	Iteration 26Q: 3 clusters Score -616993.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -617004.437500 Penalty: 4264.442871
	Iteration 27Q: 3 clusters Score -617004.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -617009.500000 Penalty: 4264.442871
	Iteration 28Q: 3 clusters Score -617009.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -617017.312500 Penalty: 4264.442871
	Iteration 29Q: 3 clusters Score -617017.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -617022.625000 Penalty: 4264.442871
	Iteration 30Q: 3 clusters Score -617022.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -617030.875000 Penalty: 4264.442871
	Iteration 31Q: 3 clusters Score -617030.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -617037.687500 Penalty: 4264.442871
	Iteration 32Q: 3 clusters Score -617037.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -617043.062500 Penalty: 4264.442871
	Iteration 33Q: 3 clusters Score -617043.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -617044.937500 Penalty: 4264.442871
	Iteration 34Q: 3 clusters Score -617044.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -617047.125000 Penalty: 4264.442871
	Iteration 35Q: 3 clusters Score -617047.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -617047.562500 Penalty: 4264.442871
	Iteration 36Q: 3 clusters Score -617047.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -617048.500000 Penalty: 4264.442871
	Iteration 37Q: 3 clusters Score -617048.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -617050.062500 Penalty: 4264.442871
	Iteration 38Q: 3 clusters Score -617050.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -617051.375000 Penalty: 4264.442871
	Iteration 39Q: 3 clusters Score -617051.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -617051.625000 Penalty: 4264.442871
	Iteration 40F: 3 clusters Score -617051.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (39835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39835 members 
Entering Unmasked Estep 
Score: -4651139.000000 Penalty: 2626.940430
	Iteration 0F: 2 clusters Score -4651139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -4624308.500000 Penalty: 5253.880859
	Iteration 0F: 3 clusters Score -4624308 nChanged 18077
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -4634380 nChanged 1927
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -4635129 nChanged 1939
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -4635895 nChanged 1986
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Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -4636840 nChanged 2270
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Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -4638130 nChanged 2400
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Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -4639600 nChanged 2382
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Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -4641078 nChanged 2251
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Mstep: Class 1 contains 27658 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -4642521 nChanged 2052
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Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -4643793 nChanged 1679
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Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -4644742 nChanged 1286
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Mstep: Class 1 contains 30545 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -4645438 nChanged 1025
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Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4645967 nChanged 793
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Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4646310 nChanged 650
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Mstep: Class 1 contains 32167 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4646582 nChanged 567
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Mstep: Class 1 contains 32594 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4646780 nChanged 519
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Mstep: Class 1 contains 33003 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4646984 nChanged 448
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Mstep: Class 1 contains 33365 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -4647142.000000 Penalty: 5253.880859
	Iteration 17Q: 3 clusters Score -4647142 nChanged 396
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Mstep: Class 1 contains 33717 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -4647262.000000 Penalty: 5253.880859
	Iteration 18Q: 3 clusters Score -4647262 nChanged 357
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Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -4647379.500000 Penalty: 5253.880859
	Iteration 19Q: 3 clusters Score -4647380 nChanged 302
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Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -4647476.500000 Penalty: 5253.880859
	Iteration 20F: 3 clusters Score -4647476 nChanged 287
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Mstep: Class 1 contains 34619 members 
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Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4647570 nChanged 273
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Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4647630 nChanged 282
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Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4647734 nChanged 279
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Mstep: Class 1 contains 35433 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -4647826.500000 Penalty: 5253.880859
	Iteration 24Q: 3 clusters Score -4647826 nChanged 259
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Mstep: Class 1 contains 35692 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -4647914.000000 Penalty: 5253.880859
	Iteration 25Q: 3 clusters Score -4647914 nChanged 240
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Mstep: Class 1 contains 35926 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4647968 nChanged 236
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Mstep: Class 1 contains 36160 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4648044 nChanged 198
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Mstep: Class 1 contains 36354 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4648119 nChanged 182
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Mstep: Class 1 contains 36532 members 
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Entering Unmasked Estep 
Score: -4648169.500000 Penalty: 5253.880859
	Iteration 29Q: 3 clusters Score -4648170 nChanged 155
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Mstep: Class 1 contains 36683 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4648225 nChanged 159
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Mstep: Class 1 contains 36836 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4648276 nChanged 146
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Mstep: Class 1 contains 36980 members 
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Entering Unmasked Estep 
Score: -4648331.000000 Penalty: 5253.880859
	Iteration 32Q: 3 clusters Score -4648331 nChanged 149
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Mstep: Class 1 contains 37119 members 
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Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4648391 nChanged 138
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	Iteration 34Q: 3 clusters Score -4648440 nChanged 126
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	Iteration 35Q: 3 clusters Score -4648486 nChanged 102
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	Iteration 36Q: 3 clusters Score -4648517 nChanged 85
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Mstep: Class 1 contains 37526 members 
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	Iteration 37Q: 3 clusters Score -4648550 nChanged 71
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Mstep: Class 1 contains 37591 members 
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	Iteration 38Q: 3 clusters Score -4648581 nChanged 64
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Mstep: Class 1 contains 37647 members 
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	Iteration 39Q: 3 clusters Score -4648590 nChanged 74
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -4648623.000000 Penalty: 5253.880859
	Iteration 40F: 3 clusters Score -4648623 nChanged 72
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Mstep: Class 1 contains 37781 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -4648655.500000 Penalty: 5253.880859
	Iteration 41Q: 3 clusters Score -4648656 nChanged 75
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Mstep: Class 1 contains 37846 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -4648674.500000 Penalty: 5253.880859
	Iteration 42Q: 3 clusters Score -4648674 nChanged 65
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Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 1932 members 
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Score: -4648690.000000 Penalty: 5253.880859
	Iteration 43Q: 3 clusters Score -4648690 nChanged 52
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Mstep: Class 1 contains 37945 members 
Mstep: Class 2 contains 1890 members 
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	Iteration 44Q: 3 clusters Score -4648710 nChanged 44
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Mstep: Class 1 contains 37987 members 
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Score: -4648732.500000 Penalty: 5253.880859
	Iteration 45Q: 3 clusters Score -4648732 nChanged 36
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Mstep: Class 1 contains 38021 members 
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Entering Unmasked Estep 
Score: -4648753.000000 Penalty: 5253.880859
	Iteration 46Q: 3 clusters Score -4648753 nChanged 27
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	Iteration 47Q: 3 clusters Score -4648758 nChanged 25
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Score: -4648763.000000 Penalty: 5253.880859
	Iteration 48Q: 3 clusters Score -4648763 nChanged 30
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Mstep: Class 1 contains 38095 members 
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Score: -4648775.500000 Penalty: 5253.880859
	Iteration 49Q: 3 clusters Score -4648776 nChanged 28
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Mstep: Class 1 contains 38117 members 
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Score: -4648777.500000 Penalty: 5253.880859
	Iteration 50Q: 3 clusters Score -4648778 nChanged 21
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Mstep: Class 1 contains 38132 members 
Mstep: Class 2 contains 1703 members 
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	Iteration 51Q: 3 clusters Score -4648775 nChanged 21
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Mstep: Class 1 contains 38151 members 
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	Iteration 52Q: 3 clusters Score -4648778 nChanged 26
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Mstep: Class 1 contains 38171 members 
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	Iteration 53Q: 3 clusters Score -4648792 nChanged 17
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Mstep: Class 1 contains 38188 members 
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	Iteration 54Q: 3 clusters Score -4648787 nChanged 27
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	Iteration 55Q: 3 clusters Score -4648789 nChanged 25
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	Iteration 56Q: 3 clusters Score -4648796 nChanged 32
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Mstep: Class 1 contains 38266 members 
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	Iteration 57Q: 3 clusters Score -4648826 nChanged 32
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Mstep: Class 1 contains 38292 members 
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	Iteration 58Q: 3 clusters Score -4648838 nChanged 35
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Mstep: Class 1 contains 38323 members 
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	Iteration 59Q: 3 clusters Score -4648842 nChanged 28
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Mstep: Class 1 contains 38347 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -4648857.500000 Penalty: 5253.880859
	Iteration 60F: 3 clusters Score -4648858 nChanged 27
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Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 1465 members 
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	Iteration 61Q: 3 clusters Score -4648865 nChanged 17
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Mstep: Class 1 contains 38377 members 
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	Iteration 62Q: 3 clusters Score -4648878 nChanged 24
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Mstep: Class 1 contains 38389 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4648873 nChanged 16
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Mstep: Class 1 contains 38397 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4648868 nChanged 12
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Mstep: Class 1 contains 38407 members 
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Entering Unmasked Estep 
Score: -4648881.500000 Penalty: 5253.880859
	Iteration 65Q: 3 clusters Score -4648882 nChanged 15
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Mstep: Class 1 contains 38414 members 
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Entering Unmasked Estep 
Score: -4648879.500000 Penalty: 5253.880859
	Iteration 66Q: 3 clusters Score -4648880 nChanged 14
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Mstep: Class 1 contains 38422 members 
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	Iteration 67Q: 3 clusters Score -4648880 nChanged 13
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Mstep: Class 1 contains 38429 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4648886 nChanged 7
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Mstep: Class 1 contains 38436 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4648886 nChanged 8
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Mstep: Class 1 contains 38444 members 
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	Iteration 70Q: 3 clusters Score -4648884 nChanged 5
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	Iteration 71Q: 3 clusters Score -4648896 nChanged 7
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Mstep: Class 1 contains 38452 members 
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Score: -4648907.000000 Penalty: 5253.880859
	Iteration 72Q: 3 clusters Score -4648907 nChanged 13
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Mstep: Class 1 contains 38465 members 
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Entering Unmasked Estep 
Score: -4648904.500000 Penalty: 5253.880859
	Iteration 73Q: 3 clusters Score -4648904 nChanged 13
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Mstep: Class 1 contains 38476 members 
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Entering Unmasked Estep 
Score: -4648902.500000 Penalty: 5253.880859
	Iteration 74Q: 3 clusters Score -4648902 nChanged 12
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Mstep: Class 1 contains 38486 members 
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Score: -4648913.500000 Penalty: 5253.880859
	Iteration 75Q: 3 clusters Score -4648914 nChanged 16
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Mstep: Class 1 contains 38498 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4648921 nChanged 13
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Mstep: Class 1 contains 38505 members 
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	Iteration 77Q: 3 clusters Score -4648924 nChanged 7
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Mstep: Class 1 contains 38512 members 
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	Iteration 78Q: 3 clusters Score -4648928 nChanged 8
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Mstep: Class 1 contains 38520 members 
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Entering Unmasked Estep 
Score: -4648932.500000 Penalty: 5253.880859
	Iteration 79Q: 3 clusters Score -4648932 nChanged 4
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Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -4648935.000000 Penalty: 5253.880859
	Iteration 80F: 3 clusters Score -4648935 nChanged 3
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Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4648934 nChanged 5
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Mstep: Class 1 contains 38532 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4648943 nChanged 5
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Mstep: Class 1 contains 38537 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4648942 nChanged 8
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Mstep: Class 1 contains 38545 members 
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Entering Unmasked Estep 
Score: -4648936.000000 Penalty: 5253.880859
	Iteration 84Q: 3 clusters Score -4648936 nChanged 11
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Mstep: Class 1 contains 38554 members 
Mstep: Class 2 contains 1281 members 
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	Iteration 85Q: 3 clusters Score -4648934 nChanged 12
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Mstep: Class 1 contains 38562 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -4648938.500000 Penalty: 5253.880859
	Iteration 86Q: 3 clusters Score -4648938 nChanged 10
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Mstep: Class 1 contains 38570 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4648936 nChanged 6
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Mstep: Class 1 contains 38572 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4648944 nChanged 4
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Mstep: Class 1 contains 38574 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -4648948.500000 Penalty: 5253.880859
	Iteration 89Q: 3 clusters Score -4648948 nChanged 7
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Mstep: Class 1 contains 38579 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -4648951.000000 Penalty: 5253.880859
	Iteration 90Q: 3 clusters Score -4648951 nChanged 7
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Mstep: Class 1 contains 38584 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -4648945.500000 Penalty: 5253.880859
	Iteration 91Q: 3 clusters Score -4648946 nChanged 8
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Mstep: Class 1 contains 38590 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4648950 nChanged 12
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Mstep: Class 1 contains 38600 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4648954.500000 Penalty: 5253.880859
	Iteration 93Q: 3 clusters Score -4648954 nChanged 10
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Mstep: Class 1 contains 38610 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -4648962.500000 Penalty: 5253.880859
	Iteration 94Q: 3 clusters Score -4648962 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38619 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -4648958.000000 Penalty: 5253.880859
	Iteration 95Q: 3 clusters Score -4648958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38625 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -4648961.500000 Penalty: 5253.880859
	Iteration 96Q: 3 clusters Score -4648962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38629 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -4648960.500000 Penalty: 5253.880859
	Iteration 97Q: 3 clusters Score -4648960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38633 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -4648960.500000 Penalty: 5253.880859
	Iteration 98Q: 3 clusters Score -4648960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38633 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -4648966.000000 Penalty: 5253.880859
	Iteration 99Q: 3 clusters Score -4648966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38632 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -4648972.500000 Penalty: 5253.880859
	Iteration 100F: 3 clusters Score -4648972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38631 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -4648973.000000 Penalty: 5253.880859
	Iteration 101Q: 3 clusters Score -4648973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38630 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -4648971.500000 Penalty: 5253.880859
	Iteration 102Q: 3 clusters Score -4648972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38630 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -4648971.500000 Penalty: 5253.880859
	Iteration 103F: 3 clusters Score -4648972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (29887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Entering Unmasked Estep 
Score: -3477285.000000 Penalty: 2555.684326
	Iteration 0F: 2 clusters Score -3477285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -3456836.500000 Penalty: 5111.368652
	Iteration 0F: 3 clusters Score -3456836 nChanged 13471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -3464329.250000 Penalty: 5111.368652
	Iteration 1F: 3 clusters Score -3464329 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -3465099.250000 Penalty: 5111.368652
	Iteration 2F: 3 clusters Score -3465099 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -3466164.750000 Penalty: 5111.368652
	Iteration 3F: 3 clusters Score -3466165 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -3467788.250000 Penalty: 5111.368652
	Iteration 4F: 3 clusters Score -3467788 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -3469846.000000 Penalty: 5111.368652
	Iteration 5F: 3 clusters Score -3469846 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -3471825.250000 Penalty: 5111.368652
	Iteration 6F: 3 clusters Score -3471825 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -3473164.500000 Penalty: 5111.368652
	Iteration 7F: 3 clusters Score -3473164 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -3473882.250000 Penalty: 5111.368652
	Iteration 8Q: 3 clusters Score -3473882 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -3474134.000000 Penalty: 5111.368652
	Iteration 9Q: 3 clusters Score -3474134 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -3474295.250000 Penalty: 5111.368652
	Iteration 10Q: 3 clusters Score -3474295 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -3474383.750000 Penalty: 5111.368652
	Iteration 11Q: 3 clusters Score -3474384 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -3474430.000000 Penalty: 5111.368652
	Iteration 12Q: 3 clusters Score -3474430 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -3474460.000000 Penalty: 5111.368652
	Iteration 13Q: 3 clusters Score -3474460 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -3474482.250000 Penalty: 5111.368652
	Iteration 14Q: 3 clusters Score -3474482 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -3474519.000000 Penalty: 5111.368652
	Iteration 15Q: 3 clusters Score -3474519 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -3474535.250000 Penalty: 5111.368652
	Iteration 16Q: 3 clusters Score -3474535 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -3474561.000000 Penalty: 5111.368652
	Iteration 17Q: 3 clusters Score -3474561 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -3474602.000000 Penalty: 5111.368652
	Iteration 18Q: 3 clusters Score -3474602 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -3474657.250000 Penalty: 5111.368652
	Iteration 19Q: 3 clusters Score -3474657 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -3474695.250000 Penalty: 5111.368652
	Iteration 20F: 3 clusters Score -3474695 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -3474749.250000 Penalty: 5111.368652
	Iteration 21Q: 3 clusters Score -3474749 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -3474785.250000 Penalty: 5111.368652
	Iteration 22Q: 3 clusters Score -3474785 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -3474809.500000 Penalty: 5111.368652
	Iteration 23Q: 3 clusters Score -3474810 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -3474836.500000 Penalty: 5111.368652
	Iteration 24Q: 3 clusters Score -3474836 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -3474881.750000 Penalty: 5111.368652
	Iteration 25Q: 3 clusters Score -3474882 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -3474918.750000 Penalty: 5111.368652
	Iteration 26Q: 3 clusters Score -3474919 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -3474958.000000 Penalty: 5111.368652
	Iteration 27Q: 3 clusters Score -3474958 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -3474994.000000 Penalty: 5111.368652
	Iteration 28Q: 3 clusters Score -3474994 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -3475045.000000 Penalty: 5111.368652
	Iteration 29Q: 3 clusters Score -3475045 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -3475094.500000 Penalty: 5111.368652
	Iteration 30Q: 3 clusters Score -3475094 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -3475195.750000 Penalty: 5111.368652
	Iteration 31Q: 3 clusters Score -3475196 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -3475300.500000 Penalty: 5111.368652
	Iteration 32Q: 3 clusters Score -3475300 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -3475432.250000 Penalty: 5111.368652
	Iteration 33Q: 3 clusters Score -3475432 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -3475605.000000 Penalty: 5111.368652
	Iteration 34Q: 3 clusters Score -3475605 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -3475769.000000 Penalty: 5111.368652
	Iteration 35Q: 3 clusters Score -3475769 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -3475930.750000 Penalty: 5111.368652
	Iteration 36Q: 3 clusters Score -3475931 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -3476102.500000 Penalty: 5111.368652
	Iteration 37Q: 3 clusters Score -3476102 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -3476207.750000 Penalty: 5111.368652
	Iteration 38Q: 3 clusters Score -3476208 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -3476290.250000 Penalty: 5111.368652
	Iteration 39Q: 3 clusters Score -3476290 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -3476343.750000 Penalty: 5111.368652
	Iteration 40F: 3 clusters Score -3476344 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -3476381.500000 Penalty: 5111.368652
	Iteration 41Q: 3 clusters Score -3476382 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24720 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -3476402.000000 Penalty: 5111.368652
	Iteration 42Q: 3 clusters Score -3476402 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -3476404.500000 Penalty: 5111.368652
	Iteration 43Q: 3 clusters Score -3476404 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -3476404.750000 Penalty: 5111.368652
	Iteration 44Q: 3 clusters Score -3476405 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -3476425.250000 Penalty: 5111.368652
	Iteration 45Q: 3 clusters Score -3476425 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -3476434.750000 Penalty: 5111.368652
	Iteration 46Q: 3 clusters Score -3476435 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -3476438.250000 Penalty: 5111.368652
	Iteration 47Q: 3 clusters Score -3476438 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -3476443.000000 Penalty: 5111.368652
	Iteration 48Q: 3 clusters Score -3476443 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -3476452.750000 Penalty: 5111.368652
	Iteration 49Q: 3 clusters Score -3476453 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -3476460.250000 Penalty: 5111.368652
	Iteration 50Q: 3 clusters Score -3476460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -3476457.000000 Penalty: 5111.368652
	Iteration 51Q: 3 clusters Score -3476457 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -3476460.250000 Penalty: 5111.368652
	Iteration 52Q: 3 clusters Score -3476460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -3476454.000000 Penalty: 5111.368652
	Iteration 53Q: 3 clusters Score -3476454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -3476460.500000 Penalty: 5111.368652
	Iteration 54Q: 3 clusters Score -3476460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -3476455.250000 Penalty: 5111.368652
	Iteration 55Q: 3 clusters Score -3476455 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -3476457.000000 Penalty: 5111.368652
	Iteration 56Q: 3 clusters Score -3476457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -3476457.250000 Penalty: 5111.368652
	Iteration 57Q: 3 clusters Score -3476457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -3476460.250000 Penalty: 5111.368652
	Iteration 58Q: 3 clusters Score -3476460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -3476468.000000 Penalty: 5111.368652
	Iteration 59Q: 3 clusters Score -3476468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -3476467.000000 Penalty: 5111.368652
	Iteration 60F: 3 clusters Score -3476467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -3476470.500000 Penalty: 5111.368652
	Iteration 61Q: 3 clusters Score -3476470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -3476470.750000 Penalty: 5111.368652
	Iteration 62Q: 3 clusters Score -3476471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -3476467.750000 Penalty: 5111.368652
	Iteration 63Q: 3 clusters Score -3476468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -3476467.000000 Penalty: 5111.368652
	Iteration 64Q: 3 clusters Score -3476467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -3476466.750000 Penalty: 5111.368652
	Iteration 65Q: 3 clusters Score -3476467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -3476467.250000 Penalty: 5111.368652
	Iteration 66Q: 3 clusters Score -3476467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -3476468.000000 Penalty: 5111.368652
	Iteration 67Q: 3 clusters Score -3476468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -3476468.250000 Penalty: 5111.368652
	Iteration 68Q: 3 clusters Score -3476468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -3476469.000000 Penalty: 5111.368652
	Iteration 69Q: 3 clusters Score -3476469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -3476469.000000 Penalty: 5111.368652
	Iteration 70Q: 3 clusters Score -3476469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -3476467.500000 Penalty: 5111.368652
	Iteration 71Q: 3 clusters Score -3476468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -3476470.250000 Penalty: 5111.368652
	Iteration 72Q: 3 clusters Score -3476470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -3476470.250000 Penalty: 5111.368652
	Iteration 73F: 3 clusters Score -3476470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (175076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175076 members 
Entering Unmasked Estep 
Score: -21359258.000000 Penalty: 2994.097900
	Iteration 0F: 2 clusters Score -2.135926e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87202 members 
Mstep: Class 2 contains 87874 members 
Entering Unmasked Estep 
Score: -21242890.000000 Penalty: 5988.195801
	Iteration 0F: 3 clusters Score -2.124289e+07 nChanged 83979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78757 members 
Mstep: Class 2 contains 96319 members 
Entering Unmasked Estep 
Score: -21293522.000000 Penalty: 5988.195801
	Iteration 1F: 3 clusters Score -2.129352e+07 nChanged 7978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73335 members 
Mstep: Class 2 contains 101741 members 
Entering Unmasked Estep 
Score: -21296862.000000 Penalty: 5988.195801
	Iteration 2Q: 3 clusters Score -2.129686e+07 nChanged 9945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65446 members 
Mstep: Class 2 contains 109630 members 
Entering Unmasked Estep 
Score: -21302190.000000 Penalty: 5988.195801
	Iteration 3F: 3 clusters Score -2.130219e+07 nChanged 12040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55020 members 
Mstep: Class 2 contains 120056 members 
Entering Unmasked Estep 
Score: -21309840.000000 Penalty: 5988.195801
	Iteration 4F: 3 clusters Score -2.130984e+07 nChanged 13402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42616 members 
Mstep: Class 2 contains 132460 members 
Entering Unmasked Estep 
Score: -21320128.000000 Penalty: 5988.195801
	Iteration 5F: 3 clusters Score -2.132013e+07 nChanged 13520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 145542 members 
Entering Unmasked Estep 
Score: -21331606.000000 Penalty: 5988.195801
	Iteration 6F: 3 clusters Score -2.133161e+07 nChanged 11671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 157067 members 
Entering Unmasked Estep 
Score: -21341940.000000 Penalty: 5988.195801
	Iteration 7F: 3 clusters Score -2.134194e+07 nChanged 8534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 165565 members 
Entering Unmasked Estep 
Score: -21349534.000000 Penalty: 5988.195801
	Iteration 8Q: 3 clusters Score -2.134953e+07 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 170428 members 
Entering Unmasked Estep 
Score: -21353368.000000 Penalty: 5988.195801
	Iteration 9Q: 3 clusters Score -2.135337e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 172825 members 
Entering Unmasked Estep 
Score: -21355322.000000 Penalty: 5988.195801
	Iteration 10Q: 3 clusters Score -2.135532e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 173840 members 
Entering Unmasked Estep 
Score: -21356082.000000 Penalty: 5988.195801
	Iteration 11Q: 3 clusters Score -2.135608e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 174239 members 
Entering Unmasked Estep 
Score: -21356346.000000 Penalty: 5988.195801
	Iteration 12Q: 3 clusters Score -2.135635e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 174420 members 
Entering Unmasked Estep 
Score: -21356546.000000 Penalty: 5988.195801
	Iteration 13Q: 3 clusters Score -2.135655e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 174499 members 
Entering Unmasked Estep 
Score: -21356630.000000 Penalty: 5988.195801
	Iteration 14Q: 3 clusters Score -2.135663e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 174542 members 
Entering Unmasked Estep 
Score: -21356656.000000 Penalty: 5988.195801
	Iteration 15Q: 3 clusters Score -2.135666e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 174565 members 
Entering Unmasked Estep 
Score: -21356678.000000 Penalty: 5988.195801
	Iteration 16Q: 3 clusters Score -2.135668e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 174572 members 
Entering Unmasked Estep 
Score: -21356690.000000 Penalty: 5988.195801
	Iteration 17Q: 3 clusters Score -2.135669e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 174580 members 
Entering Unmasked Estep 
Score: -21356710.000000 Penalty: 5988.195801
	Iteration 18Q: 3 clusters Score -2.135671e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 174588 members 
Entering Unmasked Estep 
Score: -21356720.000000 Penalty: 5988.195801
	Iteration 19Q: 3 clusters Score -2.135672e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 174587 members 
Entering Unmasked Estep 
Score: -21356736.000000 Penalty: 5988.195801
	Iteration 20F: 3 clusters Score -2.135674e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 174587 members 
Entering Unmasked Estep 
Score: -21356716.000000 Penalty: 5988.195801
	Iteration 21Q: 3 clusters Score -2.135672e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 174593 members 
Entering Unmasked Estep 
Score: -21356730.000000 Penalty: 5988.195801
	Iteration 22Q: 3 clusters Score -2.135673e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 174599 members 
Entering Unmasked Estep 
Score: -21356754.000000 Penalty: 5988.195801
	Iteration 23Q: 3 clusters Score -2.135675e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 174601 members 
Entering Unmasked Estep 
Score: -21356768.000000 Penalty: 5988.195801
	Iteration 24Q: 3 clusters Score -2.135677e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 174603 members 
Entering Unmasked Estep 
Score: -21356754.000000 Penalty: 5988.195801
	Iteration 25Q: 3 clusters Score -2.135675e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 174607 members 
Entering Unmasked Estep 
Score: -21356760.000000 Penalty: 5988.195801
	Iteration 26Q: 3 clusters Score -2.135676e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 174609 members 
Entering Unmasked Estep 
Score: -21356770.000000 Penalty: 5988.195801
	Iteration 27Q: 3 clusters Score -2.135677e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 174611 members 
Entering Unmasked Estep 
Score: -21356772.000000 Penalty: 5988.195801
	Iteration 28Q: 3 clusters Score -2.135677e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 174608 members 
Entering Unmasked Estep 
Score: -21356778.000000 Penalty: 5988.195801
	Iteration 29Q: 3 clusters Score -2.135678e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 174609 members 
Entering Unmasked Estep 
Score: -21356778.000000 Penalty: 5988.195801
	Iteration 30Q: 3 clusters Score -2.135678e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 174606 members 
Entering Unmasked Estep 
Score: -21356776.000000 Penalty: 5988.195801
	Iteration 31Q: 3 clusters Score -2.135678e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 174607 members 
Entering Unmasked Estep 
Score: -21356780.000000 Penalty: 5988.195801
	Iteration 32Q: 3 clusters Score -2.135678e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 174607 members 
Entering Unmasked Estep 
Score: -21356780.000000 Penalty: 5988.195801
	Iteration 33F: 3 clusters Score -2.135678e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (95249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95249 members 
Entering Unmasked Estep 
Score: -11592266.000000 Penalty: 2843.133789
	Iteration 0F: 2 clusters Score -1.159227e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47739 members 
Mstep: Class 2 contains 47510 members 
Entering Unmasked Estep 
Score: -11528407.000000 Penalty: 5686.267578
	Iteration 0F: 3 clusters Score -1.152841e+07 nChanged 45011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49848 members 
Mstep: Class 2 contains 45401 members 
Entering Unmasked Estep 
Score: -11554815.000000 Penalty: 5686.267578
	Iteration 1F: 3 clusters Score -1.155482e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51467 members 
Mstep: Class 2 contains 43782 members 
Entering Unmasked Estep 
Score: -11556532.000000 Penalty: 5686.267578
	Iteration 2Q: 3 clusters Score -1.155653e+07 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53630 members 
Mstep: Class 2 contains 41619 members 
Entering Unmasked Estep 
Score: -11559053.000000 Penalty: 5686.267578
	Iteration 3F: 3 clusters Score -1.155905e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56233 members 
Mstep: Class 2 contains 39016 members 
Entering Unmasked Estep 
Score: -11562090.000000 Penalty: 5686.267578
	Iteration 4F: 3 clusters Score -1.156209e+07 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59001 members 
Mstep: Class 2 contains 36248 members 
Entering Unmasked Estep 
Score: -11565274.000000 Penalty: 5686.267578
	Iteration 5F: 3 clusters Score -1.156527e+07 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62013 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -11568327.000000 Penalty: 5686.267578
	Iteration 6F: 3 clusters Score -1.156833e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65100 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -11571003.000000 Penalty: 5686.267578
	Iteration 7F: 3 clusters Score -1.1571e+07 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68408 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -11573596.000000 Penalty: 5686.267578
	Iteration 8F: 3 clusters Score -1.15736e+07 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71840 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -11576081.000000 Penalty: 5686.267578
	Iteration 9Q: 3 clusters Score -1.157608e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75137 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -11578476.000000 Penalty: 5686.267578
	Iteration 10Q: 3 clusters Score -1.157848e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78141 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -11580556.000000 Penalty: 5686.267578
	Iteration 11Q: 3 clusters Score -1.158056e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80729 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -11582246.000000 Penalty: 5686.267578
	Iteration 12Q: 3 clusters Score -1.158225e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82976 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -11583612.000000 Penalty: 5686.267578
	Iteration 13Q: 3 clusters Score -1.158361e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84837 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -11584576.000000 Penalty: 5686.267578
	Iteration 14Q: 3 clusters Score -1.158458e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86413 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -11585368.000000 Penalty: 5686.267578
	Iteration 15Q: 3 clusters Score -1.158537e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87805 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -11586065.000000 Penalty: 5686.267578
	Iteration 16Q: 3 clusters Score -1.158606e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89084 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -11586702.000000 Penalty: 5686.267578
	Iteration 17Q: 3 clusters Score -1.15867e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90214 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -11587302.000000 Penalty: 5686.267578
	Iteration 18Q: 3 clusters Score -1.15873e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91203 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -11587844.000000 Penalty: 5686.267578
	Iteration 19Q: 3 clusters Score -1.158784e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92034 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -11588230.000000 Penalty: 5686.267578
	Iteration 20F: 3 clusters Score -1.158823e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92671 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -11588588.000000 Penalty: 5686.267578
	Iteration 21Q: 3 clusters Score -1.158859e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93181 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -11588921.000000 Penalty: 5686.267578
	Iteration 22Q: 3 clusters Score -1.158892e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93559 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -11589153.000000 Penalty: 5686.267578
	Iteration 23Q: 3 clusters Score -1.158915e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93831 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -11589275.000000 Penalty: 5686.267578
	Iteration 24Q: 3 clusters Score -1.158928e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94023 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -11589421.000000 Penalty: 5686.267578
	Iteration 25Q: 3 clusters Score -1.158942e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94168 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -11589506.000000 Penalty: 5686.267578
	Iteration 26Q: 3 clusters Score -1.158951e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94270 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -11589555.000000 Penalty: 5686.267578
	Iteration 27Q: 3 clusters Score -1.158956e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94339 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -11589597.000000 Penalty: 5686.267578
	Iteration 28Q: 3 clusters Score -1.15896e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94400 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -11589658.000000 Penalty: 5686.267578
	Iteration 29Q: 3 clusters Score -1.158966e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94440 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -11589699.000000 Penalty: 5686.267578
	Iteration 30Q: 3 clusters Score -1.15897e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94476 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -11589725.000000 Penalty: 5686.267578
	Iteration 31Q: 3 clusters Score -1.158972e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94502 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -11589725.000000 Penalty: 5686.267578
	Iteration 32Q: 3 clusters Score -1.158972e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94524 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -11589746.000000 Penalty: 5686.267578
	Iteration 33Q: 3 clusters Score -1.158975e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94543 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -11589767.000000 Penalty: 5686.267578
	Iteration 34Q: 3 clusters Score -1.158977e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94558 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -11589774.000000 Penalty: 5686.267578
	Iteration 35Q: 3 clusters Score -1.158977e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94567 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -11589789.000000 Penalty: 5686.267578
	Iteration 36Q: 3 clusters Score -1.158979e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94576 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -11589796.000000 Penalty: 5686.267578
	Iteration 37Q: 3 clusters Score -1.15898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94583 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -11589796.000000 Penalty: 5686.267578
	Iteration 38Q: 3 clusters Score -1.15898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94586 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -11589805.000000 Penalty: 5686.267578
	Iteration 39Q: 3 clusters Score -1.15898e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94595 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -11589814.000000 Penalty: 5686.267578
	Iteration 40F: 3 clusters Score -1.158981e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94601 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -11589813.000000 Penalty: 5686.267578
	Iteration 41Q: 3 clusters Score -1.158981e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94604 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -11589814.000000 Penalty: 5686.267578
	Iteration 42Q: 3 clusters Score -1.158981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94605 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -11589814.000000 Penalty: 5686.267578
	Iteration 43Q: 3 clusters Score -1.158981e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94605 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -11589814.000000 Penalty: 5686.267578
	Iteration 44F: 3 clusters Score -1.158981e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Entering Unmasked Estep 
Score: -597880.750000 Penalty: 2132.952393
	Iteration 0F: 2 clusters Score -597880.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -593247.875000 Penalty: 4265.904785
	Iteration 0F: 3 clusters Score -593247.9 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -594544.500000 Penalty: 4265.904785
	Iteration 1F: 3 clusters Score -594544.5 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -594914.562500 Penalty: 4265.904785
	Iteration 2F: 3 clusters Score -594914.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -595238.875000 Penalty: 4265.904785
	Iteration 3F: 3 clusters Score -595238.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -595651.687500 Penalty: 4265.904785
	Iteration 4F: 3 clusters Score -595651.7 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -596046.625000 Penalty: 4265.904785
	Iteration 5F: 3 clusters Score -596046.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -596327.500000 Penalty: 4265.904785
	Iteration 6F: 3 clusters Score -596327.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -596502.625000 Penalty: 4265.904785
	Iteration 7Q: 3 clusters Score -596502.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -596628.937500 Penalty: 4265.904785
	Iteration 8Q: 3 clusters Score -596628.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -596721.000000 Penalty: 4265.904785
	Iteration 9Q: 3 clusters Score -596721 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -596786.062500 Penalty: 4265.904785
	Iteration 10Q: 3 clusters Score -596786.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -596840.500000 Penalty: 4265.904785
	Iteration 11Q: 3 clusters Score -596840.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -596897.687500 Penalty: 4265.904785
	Iteration 12Q: 3 clusters Score -596897.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -596958.687500 Penalty: 4265.904785
	Iteration 13Q: 3 clusters Score -596958.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -597043.375000 Penalty: 4265.904785
	Iteration 14Q: 3 clusters Score -597043.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -597108.750000 Penalty: 4265.904785
	Iteration 15Q: 3 clusters Score -597108.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -597183.937500 Penalty: 4265.904785
	Iteration 16Q: 3 clusters Score -597183.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -597273.375000 Penalty: 4265.904785
	Iteration 17Q: 3 clusters Score -597273.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -597354.937500 Penalty: 4265.904785
	Iteration 18Q: 3 clusters Score -597354.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -597415.187500 Penalty: 4265.904785
	Iteration 19Q: 3 clusters Score -597415.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -597455.562500 Penalty: 4265.904785
	Iteration 20F: 3 clusters Score -597455.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -597485.187500 Penalty: 4265.904785
	Iteration 21Q: 3 clusters Score -597485.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -597502.187500 Penalty: 4265.904785
	Iteration 22Q: 3 clusters Score -597502.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -597506.187500 Penalty: 4265.904785
	Iteration 23Q: 3 clusters Score -597506.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -597509.375000 Penalty: 4265.904785
	Iteration 24Q: 3 clusters Score -597509.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -597511.125000 Penalty: 4265.904785
	Iteration 25Q: 3 clusters Score -597511.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -597512.062500 Penalty: 4265.904785
	Iteration 26Q: 3 clusters Score -597512.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -597512.250000 Penalty: 4265.904785
	Iteration 27Q: 3 clusters Score -597512.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -597512.250000 Penalty: 4265.904785
	Iteration 28F: 3 clusters Score -597512.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (241781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241781 members 
Entering Unmasked Estep 
Score: -29836914.000000 Penalty: 3074.155273
	Iteration 0F: 2 clusters Score -2.983691e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120783 members 
Mstep: Class 2 contains 120998 members 
Entering Unmasked Estep 
Score: -29683880.000000 Penalty: 6148.310547
	Iteration 0F: 3 clusters Score -2.968388e+07 nChanged 117269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121922 members 
Mstep: Class 2 contains 119859 members 
Entering Unmasked Estep 
Score: -29753718.000000 Penalty: 6148.310547
	Iteration 1F: 3 clusters Score -2.975372e+07 nChanged 7304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122984 members 
Mstep: Class 2 contains 118797 members 
Entering Unmasked Estep 
Score: -29755550.000000 Penalty: 6148.310547
	Iteration 2Q: 3 clusters Score -2.975555e+07 nChanged 8362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124712 members 
Mstep: Class 2 contains 117069 members 
Entering Unmasked Estep 
Score: -29758316.000000 Penalty: 6148.310547
	Iteration 3Q: 3 clusters Score -2.975832e+07 nChanged 9860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127120 members 
Mstep: Class 2 contains 114661 members 
Entering Unmasked Estep 
Score: -29761960.000000 Penalty: 6148.310547
	Iteration 4Q: 3 clusters Score -2.976196e+07 nChanged 11414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130356 members 
Mstep: Class 2 contains 111425 members 
Entering Unmasked Estep 
Score: -29766516.000000 Penalty: 6148.310547
	Iteration 5Q: 3 clusters Score -2.976652e+07 nChanged 12719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134381 members 
Mstep: Class 2 contains 107400 members 
Entering Unmasked Estep 
Score: -29771890.000000 Penalty: 6148.310547
	Iteration 6F: 3 clusters Score -2.977189e+07 nChanged 13368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139077 members 
Mstep: Class 2 contains 102704 members 
Entering Unmasked Estep 
Score: -29778144.000000 Penalty: 6148.310547
	Iteration 7F: 3 clusters Score -2.977814e+07 nChanged 13183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144500 members 
Mstep: Class 2 contains 97281 members 
Entering Unmasked Estep 
Score: -29784508.000000 Penalty: 6148.310547
	Iteration 8F: 3 clusters Score -2.978451e+07 nChanged 12083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150467 members 
Mstep: Class 2 contains 91314 members 
Entering Unmasked Estep 
Score: -29790660.000000 Penalty: 6148.310547
	Iteration 9Q: 3 clusters Score -2.979066e+07 nChanged 11447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157058 members 
Mstep: Class 2 contains 84723 members 
Entering Unmasked Estep 
Score: -29797298.000000 Penalty: 6148.310547
	Iteration 10Q: 3 clusters Score -2.97973e+07 nChanged 11173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163843 members 
Mstep: Class 2 contains 77938 members 
Entering Unmasked Estep 
Score: -29806262.000000 Penalty: 6148.310547
	Iteration 11Q: 3 clusters Score -2.980626e+07 nChanged 10874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169993 members 
Mstep: Class 2 contains 71788 members 
Entering Unmasked Estep 
Score: -29815972.000000 Penalty: 6148.310547
	Iteration 12Q: 3 clusters Score -2.981597e+07 nChanged 9424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174441 members 
Mstep: Class 2 contains 67340 members 
Entering Unmasked Estep 
Score: -29822890.000000 Penalty: 6148.310547
	Iteration 13Q: 3 clusters Score -2.982289e+07 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178023 members 
Mstep: Class 2 contains 63758 members 
Entering Unmasked Estep 
Score: -29826080.000000 Penalty: 6148.310547
	Iteration 14Q: 3 clusters Score -2.982608e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181135 members 
Mstep: Class 2 contains 60646 members 
Entering Unmasked Estep 
Score: -29827392.000000 Penalty: 6148.310547
	Iteration 15Q: 3 clusters Score -2.982739e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184111 members 
Mstep: Class 2 contains 57670 members 
Entering Unmasked Estep 
Score: -29828176.000000 Penalty: 6148.310547
	Iteration 16Q: 3 clusters Score -2.982818e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187110 members 
Mstep: Class 2 contains 54671 members 
Entering Unmasked Estep 
Score: -29828940.000000 Penalty: 6148.310547
	Iteration 17Q: 3 clusters Score -2.982894e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190048 members 
Mstep: Class 2 contains 51733 members 
Entering Unmasked Estep 
Score: -29829422.000000 Penalty: 6148.310547
	Iteration 18Q: 3 clusters Score -2.982942e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192884 members 
Mstep: Class 2 contains 48897 members 
Entering Unmasked Estep 
Score: -29829906.000000 Penalty: 6148.310547
	Iteration 19Q: 3 clusters Score -2.982991e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195767 members 
Mstep: Class 2 contains 46014 members 
Entering Unmasked Estep 
Score: -29830092.000000 Penalty: 6148.310547
	Iteration 20F: 3 clusters Score -2.983009e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198460 members 
Mstep: Class 2 contains 43321 members 
Entering Unmasked Estep 
Score: -29830562.000000 Penalty: 6148.310547
	Iteration 21Q: 3 clusters Score -2.983056e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201122 members 
Mstep: Class 2 contains 40659 members 
Entering Unmasked Estep 
Score: -29830794.000000 Penalty: 6148.310547
	Iteration 22Q: 3 clusters Score -2.983079e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203666 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
Score: -29830926.000000 Penalty: 6148.310547
	Iteration 23Q: 3 clusters Score -2.983093e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206220 members 
Mstep: Class 2 contains 35561 members 
Entering Unmasked Estep 
Score: -29830984.000000 Penalty: 6148.310547
	Iteration 24Q: 3 clusters Score -2.983098e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208700 members 
Mstep: Class 2 contains 33081 members 
Entering Unmasked Estep 
Score: -29831024.000000 Penalty: 6148.310547
	Iteration 25Q: 3 clusters Score -2.983102e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211211 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -29831080.000000 Penalty: 6148.310547
	Iteration 26Q: 3 clusters Score -2.983108e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213749 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -29831256.000000 Penalty: 6148.310547
	Iteration 27Q: 3 clusters Score -2.983126e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216154 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -29831414.000000 Penalty: 6148.310547
	Iteration 28Q: 3 clusters Score -2.983141e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218488 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -29831694.000000 Penalty: 6148.310547
	Iteration 29Q: 3 clusters Score -2.983169e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220789 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -29831848.000000 Penalty: 6148.310547
	Iteration 30Q: 3 clusters Score -2.983185e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222978 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -29832036.000000 Penalty: 6148.310547
	Iteration 31Q: 3 clusters Score -2.983204e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225079 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -29832362.000000 Penalty: 6148.310547
	Iteration 32Q: 3 clusters Score -2.983236e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227067 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -29832500.000000 Penalty: 6148.310547
	Iteration 33Q: 3 clusters Score -2.98325e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228851 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -29832672.000000 Penalty: 6148.310547
	Iteration 34Q: 3 clusters Score -2.983267e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230471 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -29832948.000000 Penalty: 6148.310547
	Iteration 35Q: 3 clusters Score -2.983295e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231990 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -29833228.000000 Penalty: 6148.310547
	Iteration 36Q: 3 clusters Score -2.983323e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233312 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -29833334.000000 Penalty: 6148.310547
	Iteration 37Q: 3 clusters Score -2.983333e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234478 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -29833440.000000 Penalty: 6148.310547
	Iteration 38Q: 3 clusters Score -2.983344e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235474 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -29833544.000000 Penalty: 6148.310547
	Iteration 39Q: 3 clusters Score -2.983354e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236357 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -29833736.000000 Penalty: 6148.310547
	Iteration 40F: 3 clusters Score -2.983374e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237155 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -29833916.000000 Penalty: 6148.310547
	Iteration 41Q: 3 clusters Score -2.983392e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237827 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -29834122.000000 Penalty: 6148.310547
	Iteration 42Q: 3 clusters Score -2.983412e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238346 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -29834186.000000 Penalty: 6148.310547
	Iteration 43Q: 3 clusters Score -2.983419e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238777 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -29834212.000000 Penalty: 6148.310547
	Iteration 44Q: 3 clusters Score -2.983421e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239150 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -29834246.000000 Penalty: 6148.310547
	Iteration 45Q: 3 clusters Score -2.983425e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239489 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -29834346.000000 Penalty: 6148.310547
	Iteration 46Q: 3 clusters Score -2.983435e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239746 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -29834374.000000 Penalty: 6148.310547
	Iteration 47Q: 3 clusters Score -2.983437e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239961 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -29834422.000000 Penalty: 6148.310547
	Iteration 48Q: 3 clusters Score -2.983442e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240129 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -29834432.000000 Penalty: 6148.310547
	Iteration 49Q: 3 clusters Score -2.983443e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240253 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -29834426.000000 Penalty: 6148.310547
	Iteration 50Q: 3 clusters Score -2.983443e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240360 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -29834434.000000 Penalty: 6148.310547
	Iteration 51Q: 3 clusters Score -2.983443e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240442 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -29834432.000000 Penalty: 6148.310547
	Iteration 52Q: 3 clusters Score -2.983443e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240516 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -29834460.000000 Penalty: 6148.310547
	Iteration 53Q: 3 clusters Score -2.983446e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240580 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -29834452.000000 Penalty: 6148.310547
	Iteration 54Q: 3 clusters Score -2.983445e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240628 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -29834448.000000 Penalty: 6148.310547
	Iteration 55Q: 3 clusters Score -2.983445e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240667 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -29834462.000000 Penalty: 6148.310547
	Iteration 56Q: 3 clusters Score -2.983446e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240691 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -29834418.000000 Penalty: 6148.310547
	Iteration 57Q: 3 clusters Score -2.983442e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240712 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -29834402.000000 Penalty: 6148.310547
	Iteration 58Q: 3 clusters Score -2.98344e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240739 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -29834420.000000 Penalty: 6148.310547
	Iteration 59Q: 3 clusters Score -2.983442e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240760 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -29834412.000000 Penalty: 6148.310547
	Iteration 60F: 3 clusters Score -2.983441e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240768 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -29834414.000000 Penalty: 6148.310547
	Iteration 61Q: 3 clusters Score -2.983441e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240775 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -29834424.000000 Penalty: 6148.310547
	Iteration 62Q: 3 clusters Score -2.983442e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240783 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -29834434.000000 Penalty: 6148.310547
	Iteration 63Q: 3 clusters Score -2.983443e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240797 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -29834426.000000 Penalty: 6148.310547
	Iteration 64Q: 3 clusters Score -2.983443e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240810 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -29834440.000000 Penalty: 6148.310547
	Iteration 65Q: 3 clusters Score -2.983444e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240828 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -29834414.000000 Penalty: 6148.310547
	Iteration 66Q: 3 clusters Score -2.983441e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240844 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -29834424.000000 Penalty: 6148.310547
	Iteration 67Q: 3 clusters Score -2.983442e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240858 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -29834430.000000 Penalty: 6148.310547
	Iteration 68Q: 3 clusters Score -2.983443e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240865 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -29834440.000000 Penalty: 6148.310547
	Iteration 69Q: 3 clusters Score -2.983444e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240874 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -29834444.000000 Penalty: 6148.310547
	Iteration 70Q: 3 clusters Score -2.983444e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240877 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -29834428.000000 Penalty: 6148.310547
	Iteration 71Q: 3 clusters Score -2.983443e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240884 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -29834426.000000 Penalty: 6148.310547
	Iteration 72Q: 3 clusters Score -2.983443e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240894 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -29834456.000000 Penalty: 6148.310547
	Iteration 73Q: 3 clusters Score -2.983446e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240901 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -29834440.000000 Penalty: 6148.310547
	Iteration 74Q: 3 clusters Score -2.983444e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240905 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -29834416.000000 Penalty: 6148.310547
	Iteration 75Q: 3 clusters Score -2.983442e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240917 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -29834436.000000 Penalty: 6148.310547
	Iteration 76Q: 3 clusters Score -2.983444e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240921 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -29834446.000000 Penalty: 6148.310547
	Iteration 77Q: 3 clusters Score -2.983445e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240925 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -29834460.000000 Penalty: 6148.310547
	Iteration 78Q: 3 clusters Score -2.983446e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240932 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -29834454.000000 Penalty: 6148.310547
	Iteration 79Q: 3 clusters Score -2.983445e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240940 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -29834442.000000 Penalty: 6148.310547
	Iteration 80F: 3 clusters Score -2.983444e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240943 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -29834458.000000 Penalty: 6148.310547
	Iteration 81Q: 3 clusters Score -2.983446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240946 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -29834452.000000 Penalty: 6148.310547
	Iteration 82Q: 3 clusters Score -2.983445e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240950 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -29834442.000000 Penalty: 6148.310547
	Iteration 83Q: 3 clusters Score -2.983444e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240951 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -29834446.000000 Penalty: 6148.310547
	Iteration 84Q: 3 clusters Score -2.983445e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240951 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -29834446.000000 Penalty: 6148.310547
	Iteration 85F: 3 clusters Score -2.983445e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (38010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38010 members 
Entering Unmasked Estep 
Score: -4661377.000000 Penalty: 2615.310059
	Iteration 0F: 2 clusters Score -4661377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -4635697.500000 Penalty: 5230.620117
	Iteration 0F: 3 clusters Score -4635698 nChanged 17245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -4645199.500000 Penalty: 5230.620117
	Iteration 1F: 3 clusters Score -4645200 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -4645701.000000 Penalty: 5230.620117
	Iteration 2Q: 3 clusters Score -4645701 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -4646239.500000 Penalty: 5230.620117
	Iteration 3Q: 3 clusters Score -4646240 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -4646724.500000 Penalty: 5230.620117
	Iteration 4Q: 3 clusters Score -4646724 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -4647260.000000 Penalty: 5230.620117
	Iteration 5Q: 3 clusters Score -4647260 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -4647909.000000 Penalty: 5230.620117
	Iteration 6Q: 3 clusters Score -4647909 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -4648742.000000 Penalty: 5230.620117
	Iteration 7Q: 3 clusters Score -4648742 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -4649858.000000 Penalty: 5230.620117
	Iteration 8Q: 3 clusters Score -4649858 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -4651182.000000 Penalty: 5230.620117
	Iteration 9F: 3 clusters Score -4651182 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -4652631.500000 Penalty: 5230.620117
	Iteration 10F: 3 clusters Score -4652632 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -4653938.000000 Penalty: 5230.620117
	Iteration 11F: 3 clusters Score -4653938 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -4654774.000000 Penalty: 5230.620117
	Iteration 12Q: 3 clusters Score -4654774 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -4655195.500000 Penalty: 5230.620117
	Iteration 13Q: 3 clusters Score -4655196 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -4655506.000000 Penalty: 5230.620117
	Iteration 14Q: 3 clusters Score -4655506 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -4655726.500000 Penalty: 5230.620117
	Iteration 15Q: 3 clusters Score -4655726 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -4655934.000000 Penalty: 5230.620117
	Iteration 16Q: 3 clusters Score -4655934 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -4656082.500000 Penalty: 5230.620117
	Iteration 17Q: 3 clusters Score -4656082 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -4656225.000000 Penalty: 5230.620117
	Iteration 18Q: 3 clusters Score -4656225 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -4656329.000000 Penalty: 5230.620117
	Iteration 19Q: 3 clusters Score -4656329 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -4656437.000000 Penalty: 5230.620117
	Iteration 20F: 3 clusters Score -4656437 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -4656499.500000 Penalty: 5230.620117
	Iteration 21Q: 3 clusters Score -4656500 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -4656569.500000 Penalty: 5230.620117
	Iteration 22Q: 3 clusters Score -4656570 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -4656628.500000 Penalty: 5230.620117
	Iteration 23Q: 3 clusters Score -4656628 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -4656684.000000 Penalty: 5230.620117
	Iteration 24Q: 3 clusters Score -4656684 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -4656731.000000 Penalty: 5230.620117
	Iteration 25Q: 3 clusters Score -4656731 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -4656772.000000 Penalty: 5230.620117
	Iteration 26Q: 3 clusters Score -4656772 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -4656817.500000 Penalty: 5230.620117
	Iteration 27Q: 3 clusters Score -4656818 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -4656856.500000 Penalty: 5230.620117
	Iteration 28Q: 3 clusters Score -4656856 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -4656884.000000 Penalty: 5230.620117
	Iteration 29Q: 3 clusters Score -4656884 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -4656909.500000 Penalty: 5230.620117
	Iteration 30Q: 3 clusters Score -4656910 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -4656924.000000 Penalty: 5230.620117
	Iteration 31Q: 3 clusters Score -4656924 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -4656948.500000 Penalty: 5230.620117
	Iteration 32Q: 3 clusters Score -4656948 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -4656952.000000 Penalty: 5230.620117
	Iteration 33Q: 3 clusters Score -4656952 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -4656968.500000 Penalty: 5230.620117
	Iteration 34Q: 3 clusters Score -4656968 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -4656986.000000 Penalty: 5230.620117
	Iteration 35Q: 3 clusters Score -4656986 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -4656982.000000 Penalty: 5230.620117
	Iteration 36Q: 3 clusters Score -4656982 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -4657001.000000 Penalty: 5230.620117
	Iteration 37Q: 3 clusters Score -4657001 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -4657010.500000 Penalty: 5230.620117
	Iteration 38Q: 3 clusters Score -4657010 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -4657025.000000 Penalty: 5230.620117
	Iteration 39Q: 3 clusters Score -4657025 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -4657022.000000 Penalty: 5230.620117
	Iteration 40F: 3 clusters Score -4657022 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -4657020.500000 Penalty: 5230.620117
	Iteration 41Q: 3 clusters Score -4657020 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -4657014.500000 Penalty: 5230.620117
	Iteration 42Q: 3 clusters Score -4657014 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -4657040.500000 Penalty: 5230.620117
	Iteration 43Q: 3 clusters Score -4657040 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -4657048.000000 Penalty: 5230.620117
	Iteration 44Q: 3 clusters Score -4657048 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -4657048.500000 Penalty: 5230.620117
	Iteration 45Q: 3 clusters Score -4657048 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -4657070.000000 Penalty: 5230.620117
	Iteration 46Q: 3 clusters Score -4657070 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -4657066.500000 Penalty: 5230.620117
	Iteration 47Q: 3 clusters Score -4657066 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -4657071.500000 Penalty: 5230.620117
	Iteration 48Q: 3 clusters Score -4657072 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -4657084.000000 Penalty: 5230.620117
	Iteration 49Q: 3 clusters Score -4657084 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -4657078.000000 Penalty: 5230.620117
	Iteration 50Q: 3 clusters Score -4657078 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -4657088.000000 Penalty: 5230.620117
	Iteration 51Q: 3 clusters Score -4657088 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -4657075.500000 Penalty: 5230.620117
	Iteration 52Q: 3 clusters Score -4657076 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -4657069.500000 Penalty: 5230.620117
	Iteration 53Q: 3 clusters Score -4657070 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -4657066.000000 Penalty: 5230.620117
	Iteration 54Q: 3 clusters Score -4657066 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -4657062.500000 Penalty: 5230.620117
	Iteration 55Q: 3 clusters Score -4657062 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -4657068.000000 Penalty: 5230.620117
	Iteration 56Q: 3 clusters Score -4657068 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -4657084.000000 Penalty: 5230.620117
	Iteration 57Q: 3 clusters Score -4657084 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -4657078.000000 Penalty: 5230.620117
	Iteration 58Q: 3 clusters Score -4657078 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -4657080.500000 Penalty: 5230.620117
	Iteration 59Q: 3 clusters Score -4657080 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -4657086.500000 Penalty: 5230.620117
	Iteration 60F: 3 clusters Score -4657086 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -4657085.500000 Penalty: 5230.620117
	Iteration 61Q: 3 clusters Score -4657086 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26747 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -4657082.000000 Penalty: 5230.620117
	Iteration 62Q: 3 clusters Score -4657082 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -4657087.000000 Penalty: 5230.620117
	Iteration 63Q: 3 clusters Score -4657087 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -4657090.500000 Penalty: 5230.620117
	Iteration 64Q: 3 clusters Score -4657090 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -4657088.500000 Penalty: 5230.620117
	Iteration 65Q: 3 clusters Score -4657088 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -4657095.000000 Penalty: 5230.620117
	Iteration 66Q: 3 clusters Score -4657095 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -4657088.000000 Penalty: 5230.620117
	Iteration 67Q: 3 clusters Score -4657088 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -4657091.500000 Penalty: 5230.620117
	Iteration 68Q: 3 clusters Score -4657092 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -4657104.000000 Penalty: 5230.620117
	Iteration 69Q: 3 clusters Score -4657104 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -4657099.000000 Penalty: 5230.620117
	Iteration 70Q: 3 clusters Score -4657099 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -4657118.000000 Penalty: 5230.620117
	Iteration 71Q: 3 clusters Score -4657118 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -4657130.000000 Penalty: 5230.620117
	Iteration 72Q: 3 clusters Score -4657130 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -4657132.000000 Penalty: 5230.620117
	Iteration 73Q: 3 clusters Score -4657132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -4657128.500000 Penalty: 5230.620117
	Iteration 74Q: 3 clusters Score -4657128 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27105 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -4657129.000000 Penalty: 5230.620117
	Iteration 75Q: 3 clusters Score -4657129 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -4657123.000000 Penalty: 5230.620117
	Iteration 76Q: 3 clusters Score -4657123 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -4657127.000000 Penalty: 5230.620117
	Iteration 77Q: 3 clusters Score -4657127 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -4657132.000000 Penalty: 5230.620117
	Iteration 78Q: 3 clusters Score -4657132 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -4657138.000000 Penalty: 5230.620117
	Iteration 79Q: 3 clusters Score -4657138 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -4657127.500000 Penalty: 5230.620117
	Iteration 80F: 3 clusters Score -4657128 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -4657142.500000 Penalty: 5230.620117
	Iteration 81Q: 3 clusters Score -4657142 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -4657144.500000 Penalty: 5230.620117
	Iteration 82Q: 3 clusters Score -4657144 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -4657153.000000 Penalty: 5230.620117
	Iteration 83Q: 3 clusters Score -4657153 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27544 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -4657171.000000 Penalty: 5230.620117
	Iteration 84Q: 3 clusters Score -4657171 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -4657176.000000 Penalty: 5230.620117
	Iteration 85Q: 3 clusters Score -4657176 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -4657182.000000 Penalty: 5230.620117
	Iteration 86Q: 3 clusters Score -4657182 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27814 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -4657207.500000 Penalty: 5230.620117
	Iteration 87Q: 3 clusters Score -4657208 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -4657253.500000 Penalty: 5230.620117
	Iteration 88Q: 3 clusters Score -4657254 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -4657292.000000 Penalty: 5230.620117
	Iteration 89Q: 3 clusters Score -4657292 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -4657353.500000 Penalty: 5230.620117
	Iteration 90Q: 3 clusters Score -4657354 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28518 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -4657390.000000 Penalty: 5230.620117
	Iteration 91Q: 3 clusters Score -4657390 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -4657466.500000 Penalty: 5230.620117
	Iteration 92Q: 3 clusters Score -4657466 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -4657533.500000 Penalty: 5230.620117
	Iteration 93Q: 3 clusters Score -4657534 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -4657595.500000 Penalty: 5230.620117
	Iteration 94Q: 3 clusters Score -4657596 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -4657674.000000 Penalty: 5230.620117
	Iteration 95Q: 3 clusters Score -4657674 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -4657755.000000 Penalty: 5230.620117
	Iteration 96Q: 3 clusters Score -4657755 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -4657844.000000 Penalty: 5230.620117
	Iteration 97Q: 3 clusters Score -4657844 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30103 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -4657930.000000 Penalty: 5230.620117
	Iteration 98Q: 3 clusters Score -4657930 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30324 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -4658019.500000 Penalty: 5230.620117
	Iteration 99Q: 3 clusters Score -4658020 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -4658071.000000 Penalty: 5230.620117
	Iteration 100F: 3 clusters Score -4658071 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30741 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -4658160.500000 Penalty: 5230.620117
	Iteration 101Q: 3 clusters Score -4658160 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30943 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -4658237.500000 Penalty: 5230.620117
	Iteration 102Q: 3 clusters Score -4658238 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -4658280.000000 Penalty: 5230.620117
	Iteration 103Q: 3 clusters Score -4658280 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31281 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -4658337.500000 Penalty: 5230.620117
	Iteration 104Q: 3 clusters Score -4658338 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31430 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -4658402.000000 Penalty: 5230.620117
	Iteration 105Q: 3 clusters Score -4658402 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -4658447.000000 Penalty: 5230.620117
	Iteration 106Q: 3 clusters Score -4658447 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31710 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -4658482.500000 Penalty: 5230.620117
	Iteration 107Q: 3 clusters Score -4658482 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -4658514.500000 Penalty: 5230.620117
	Iteration 108Q: 3 clusters Score -4658514 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31922 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -4658540.000000 Penalty: 5230.620117
	Iteration 109Q: 3 clusters Score -4658540 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -4658549.000000 Penalty: 5230.620117
	Iteration 110Q: 3 clusters Score -4658549 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32094 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -4658567.000000 Penalty: 5230.620117
	Iteration 111Q: 3 clusters Score -4658567 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -4658584.000000 Penalty: 5230.620117
	Iteration 112Q: 3 clusters Score -4658584 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -4658591.500000 Penalty: 5230.620117
	Iteration 113Q: 3 clusters Score -4658592 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32326 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -4658603.500000 Penalty: 5230.620117
	Iteration 114Q: 3 clusters Score -4658604 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -4658622.500000 Penalty: 5230.620117
	Iteration 115Q: 3 clusters Score -4658622 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32484 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -4658641.000000 Penalty: 5230.620117
	Iteration 116Q: 3 clusters Score -4658641 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -4658664.000000 Penalty: 5230.620117
	Iteration 117Q: 3 clusters Score -4658664 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32623 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -4658657.500000 Penalty: 5230.620117
	Iteration 118Q: 3 clusters Score -4658658 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32687 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -4658669.000000 Penalty: 5230.620117
	Iteration 119Q: 3 clusters Score -4658669 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -4658661.500000 Penalty: 5230.620117
	Iteration 120F: 3 clusters Score -4658662 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32790 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -4658673.500000 Penalty: 5230.620117
	Iteration 121Q: 3 clusters Score -4658674 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -4658679.500000 Penalty: 5230.620117
	Iteration 122Q: 3 clusters Score -4658680 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32872 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -4658686.500000 Penalty: 5230.620117
	Iteration 123Q: 3 clusters Score -4658686 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32931 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -4658699.500000 Penalty: 5230.620117
	Iteration 124Q: 3 clusters Score -4658700 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -4658714.000000 Penalty: 5230.620117
	Iteration 125Q: 3 clusters Score -4658714 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33011 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -4658709.500000 Penalty: 5230.620117
	Iteration 126Q: 3 clusters Score -4658710 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33045 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -4658721.500000 Penalty: 5230.620117
	Iteration 127Q: 3 clusters Score -4658722 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33078 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -4658718.500000 Penalty: 5230.620117
	Iteration 128Q: 3 clusters Score -4658718 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -4658712.500000 Penalty: 5230.620117
	Iteration 129Q: 3 clusters Score -4658712 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33116 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -4658720.500000 Penalty: 5230.620117
	Iteration 130Q: 3 clusters Score -4658720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -4658722.500000 Penalty: 5230.620117
	Iteration 131Q: 3 clusters Score -4658722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -4658719.000000 Penalty: 5230.620117
	Iteration 132Q: 3 clusters Score -4658719 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33164 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -4658720.500000 Penalty: 5230.620117
	Iteration 133Q: 3 clusters Score -4658720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33172 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -4658718.500000 Penalty: 5230.620117
	Iteration 134Q: 3 clusters Score -4658718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33177 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -4658715.000000 Penalty: 5230.620117
	Iteration 135Q: 3 clusters Score -4658715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33187 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -4658717.500000 Penalty: 5230.620117
	Iteration 136Q: 3 clusters Score -4658718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33197 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -4658721.000000 Penalty: 5230.620117
	Iteration 137Q: 3 clusters Score -4658721 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33209 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -4658720.000000 Penalty: 5230.620117
	Iteration 138Q: 3 clusters Score -4658720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -4658726.000000 Penalty: 5230.620117
	Iteration 139Q: 3 clusters Score -4658726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33230 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -4658732.500000 Penalty: 5230.620117
	Iteration 140F: 3 clusters Score -4658732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -4658729.000000 Penalty: 5230.620117
	Iteration 141Q: 3 clusters Score -4658729 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33264 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -4658736.500000 Penalty: 5230.620117
	Iteration 142Q: 3 clusters Score -4658736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33281 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -4658739.000000 Penalty: 5230.620117
	Iteration 143Q: 3 clusters Score -4658739 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33299 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -4658742.000000 Penalty: 5230.620117
	Iteration 144Q: 3 clusters Score -4658742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33313 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -4658749.000000 Penalty: 5230.620117
	Iteration 145Q: 3 clusters Score -4658749 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33329 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -4658746.500000 Penalty: 5230.620117
	Iteration 146Q: 3 clusters Score -4658746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33336 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -4658747.500000 Penalty: 5230.620117
	Iteration 147Q: 3 clusters Score -4658748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33344 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -4658750.500000 Penalty: 5230.620117
	Iteration 148Q: 3 clusters Score -4658750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33351 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -4658749.000000 Penalty: 5230.620117
	Iteration 149Q: 3 clusters Score -4658749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33354 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -4658747.000000 Penalty: 5230.620117
	Iteration 150Q: 3 clusters Score -4658747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33354 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -4658747.000000 Penalty: 5230.620117
	Iteration 151F: 3 clusters Score -4658747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Entering Unmasked Estep 
Score: -552134.437500 Penalty: 2097.076904
	Iteration 0F: 2 clusters Score -552134.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -547791.000000 Penalty: 4194.153809
	Iteration 0F: 3 clusters Score -547791 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -548833.250000 Penalty: 4194.153809
	Iteration 1F: 3 clusters Score -548833.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -549167.062500 Penalty: 4194.153809
	Iteration 2F: 3 clusters Score -549167.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -549455.937500 Penalty: 4194.153809
	Iteration 3F: 3 clusters Score -549455.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -549684.187500 Penalty: 4194.153809
	Iteration 4F: 3 clusters Score -549684.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -549889.187500 Penalty: 4194.153809
	Iteration 5F: 3 clusters Score -549889.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -550054.500000 Penalty: 4194.153809
	Iteration 6Q: 3 clusters Score -550054.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -550216.312500 Penalty: 4194.153809
	Iteration 7Q: 3 clusters Score -550216.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -550360.500000 Penalty: 4194.153809
	Iteration 8Q: 3 clusters Score -550360.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -550525.250000 Penalty: 4194.153809
	Iteration 9Q: 3 clusters Score -550525.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -550744.437500 Penalty: 4194.153809
	Iteration 10Q: 3 clusters Score -550744.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -551037.250000 Penalty: 4194.153809
	Iteration 11Q: 3 clusters Score -551037.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -551372.500000 Penalty: 4194.153809
	Iteration 12Q: 3 clusters Score -551372.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -551709.750000 Penalty: 4194.153809
	Iteration 13Q: 3 clusters Score -551709.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -551910.625000 Penalty: 4194.153809
	Iteration 14Q: 3 clusters Score -551910.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -552018.250000 Penalty: 4194.153809
	Iteration 15Q: 3 clusters Score -552018.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -552075.062500 Penalty: 4194.153809
	Iteration 16Q: 3 clusters Score -552075.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -552100.062500 Penalty: 4194.153809
	Iteration 17Q: 3 clusters Score -552100.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -552113.812500 Penalty: 4194.153809
	Iteration 18Q: 3 clusters Score -552113.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -552124.562500 Penalty: 4194.153809
	Iteration 19Q: 3 clusters Score -552124.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -552131.437500 Penalty: 4194.153809
	Iteration 20F: 3 clusters Score -552131.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -552139.750000 Penalty: 4194.153809
	Iteration 21Q: 3 clusters Score -552139.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -552143.687500 Penalty: 4194.153809
	Iteration 22Q: 3 clusters Score -552143.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -552145.937500 Penalty: 4194.153809
	Iteration 23Q: 3 clusters Score -552145.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -552148.000000 Penalty: 4194.153809
	Iteration 24Q: 3 clusters Score -552148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -552146.937500 Penalty: 4194.153809
	Iteration 25Q: 3 clusters Score -552146.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -552148.437500 Penalty: 4194.153809
	Iteration 26Q: 3 clusters Score -552148.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -552147.937500 Penalty: 4194.153809
	Iteration 27Q: 3 clusters Score -552147.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -552147.937500 Penalty: 4194.153809
	Iteration 28F: 3 clusters Score -552147.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 11839 members 
Mstep: Class 3 contains 57515 members 
Mstep: Class 4 contains 9261 members 
Mstep: Class 5 contains 3367 members 
Mstep: Class 6 contains 16757 members 
Mstep: Class 7 contains 13363 members 
Mstep: Class 8 contains 131227 members 
Mstep: Class 9 contains 10539 members 
Mstep: Class 10 contains 198908 members 
Mstep: Class 11 contains 212026 members 
Mstep: Class 12 contains 11683 members 
Mstep: Class 13 contains 317148 members 
Mstep: Class 14 contains 401 members 
Mstep: Class 15 contains 39364 members 
Mstep: Class 16 contains 52575 members 
Mstep: Class 17 contains 18864 members 
Mstep: Class 18 contains 16236 members 
Mstep: Class 19 contains 6182 members 
Mstep: Class 20 contains 5419 members 
Mstep: Class 21 contains 39835 members 
Mstep: Class 22 contains 29887 members 
Mstep: Class 23 contains 175076 members 
Mstep: Class 24 contains 95249 members 
Mstep: Class 25 contains 5435 members 
Mstep: Class 26 contains 241781 members 
Mstep: Class 27 contains 38010 members 
Mstep: Class 28 contains 1610 members 
Mstep: Class 29 contains 6062 members 
Mstep: Class 30 contains 107058 members 
Mstep: Class 31 contains 7175 members 
Mstep: Class 32 contains 3019 members 
Mstep: Class 33 contains 83583 members 
Mstep: Class 34 contains 7916 members 
Mstep: Class 35 contains 4233 members 
Mstep: Class 36 contains 2263 members 
Mstep: Class 37 contains 2620 members 
Mstep: Class 38 contains 3093 members 
Entering Unmasked Estep 
Score: -235431408.000000 Penalty: 136683.125000
Splitting cluster 28 changes total score from -235432320.000000 to -235431408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (6062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Entering Unmasked Estep 
Score: -647305.250000 Penalty: 2160.029053
	Iteration 0F: 2 clusters Score -647305.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -642214.000000 Penalty: 4320.058105
	Iteration 0F: 3 clusters Score -642214 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -643824.125000 Penalty: 4320.058105
	Iteration 1F: 3 clusters Score -643824.1 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -644209.062500 Penalty: 4320.058105
	Iteration 2F: 3 clusters Score -644209.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -644521.187500 Penalty: 4320.058105
	Iteration 3F: 3 clusters Score -644521.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -644816.500000 Penalty: 4320.058105
	Iteration 4F: 3 clusters Score -644816.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -645111.000000 Penalty: 4320.058105
	Iteration 5F: 3 clusters Score -645111 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -645396.000000 Penalty: 4320.058105
	Iteration 6F: 3 clusters Score -645396 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -645617.250000 Penalty: 4320.058105
	Iteration 7Q: 3 clusters Score -645617.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -645804.125000 Penalty: 4320.058105
	Iteration 8Q: 3 clusters Score -645804.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -645942.062500 Penalty: 4320.058105
	Iteration 9Q: 3 clusters Score -645942.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -646055.312500 Penalty: 4320.058105
	Iteration 10Q: 3 clusters Score -646055.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -646166.625000 Penalty: 4320.058105
	Iteration 11Q: 3 clusters Score -646166.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -646263.687500 Penalty: 4320.058105
	Iteration 12Q: 3 clusters Score -646263.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -646362.625000 Penalty: 4320.058105
	Iteration 13Q: 3 clusters Score -646362.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -646481.125000 Penalty: 4320.058105
	Iteration 14Q: 3 clusters Score -646481.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -646595.125000 Penalty: 4320.058105
	Iteration 15Q: 3 clusters Score -646595.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -646728.937500 Penalty: 4320.058105
	Iteration 16Q: 3 clusters Score -646728.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -646877.625000 Penalty: 4320.058105
	Iteration 17Q: 3 clusters Score -646877.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -647028.375000 Penalty: 4320.058105
	Iteration 18Q: 3 clusters Score -647028.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -647176.562500 Penalty: 4320.058105
	Iteration 19Q: 3 clusters Score -647176.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -647310.375000 Penalty: 4320.058105
	Iteration 20F: 3 clusters Score -647310.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -647401.125000 Penalty: 4320.058105
	Iteration 21Q: 3 clusters Score -647401.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -647462.125000 Penalty: 4320.058105
	Iteration 22Q: 3 clusters Score -647462.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -647490.625000 Penalty: 4320.058105
	Iteration 23Q: 3 clusters Score -647490.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -647508.562500 Penalty: 4320.058105
	Iteration 24Q: 3 clusters Score -647508.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -647522.750000 Penalty: 4320.058105
	Iteration 25Q: 3 clusters Score -647522.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -647534.187500 Penalty: 4320.058105
	Iteration 26Q: 3 clusters Score -647534.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -647549.812500 Penalty: 4320.058105
	Iteration 27Q: 3 clusters Score -647549.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -647560.125000 Penalty: 4320.058105
	Iteration 28Q: 3 clusters Score -647560.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -647572.312500 Penalty: 4320.058105
	Iteration 29Q: 3 clusters Score -647572.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -647582.687500 Penalty: 4320.058105
	Iteration 30Q: 3 clusters Score -647582.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -647589.437500 Penalty: 4320.058105
	Iteration 31Q: 3 clusters Score -647589.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -647593.937500 Penalty: 4320.058105
	Iteration 32Q: 3 clusters Score -647593.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -647595.875000 Penalty: 4320.058105
	Iteration 33Q: 3 clusters Score -647595.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -647596.812500 Penalty: 4320.058105
	Iteration 34Q: 3 clusters Score -647596.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -647596.750000 Penalty: 4320.058105
	Iteration 35Q: 3 clusters Score -647596.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -647598.562500 Penalty: 4320.058105
	Iteration 36Q: 3 clusters Score -647598.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -647601.062500 Penalty: 4320.058105
	Iteration 37Q: 3 clusters Score -647601.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -647600.375000 Penalty: 4320.058105
	Iteration 38Q: 3 clusters Score -647600.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -647601.437500 Penalty: 4320.058105
	Iteration 39Q: 3 clusters Score -647601.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -647604.000000 Penalty: 4320.058105
	Iteration 40F: 3 clusters Score -647604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -647605.375000 Penalty: 4320.058105
	Iteration 41Q: 3 clusters Score -647605.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -647606.625000 Penalty: 4320.058105
	Iteration 42Q: 3 clusters Score -647606.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -647609.562500 Penalty: 4320.058105
	Iteration 43Q: 3 clusters Score -647609.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -647608.000000 Penalty: 4320.058105
	Iteration 44Q: 3 clusters Score -647608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -647609.125000 Penalty: 4320.058105
	Iteration 45Q: 3 clusters Score -647609.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -647609.125000 Penalty: 4320.058105
	Iteration 46F: 3 clusters Score -647609.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 11839 members 
Mstep: Class 3 contains 57515 members 
Mstep: Class 4 contains 9261 members 
Mstep: Class 5 contains 3367 members 
Mstep: Class 6 contains 16757 members 
Mstep: Class 7 contains 13363 members 
Mstep: Class 8 contains 131227 members 
Mstep: Class 9 contains 10539 members 
Mstep: Class 10 contains 198908 members 
Mstep: Class 11 contains 212026 members 
Mstep: Class 12 contains 11683 members 
Mstep: Class 13 contains 317148 members 
Mstep: Class 14 contains 401 members 
Mstep: Class 15 contains 39364 members 
Mstep: Class 16 contains 52575 members 
Mstep: Class 17 contains 18864 members 
Mstep: Class 18 contains 16236 members 
Mstep: Class 19 contains 6182 members 
Mstep: Class 20 contains 5419 members 
Mstep: Class 21 contains 39835 members 
Mstep: Class 22 contains 29887 members 
Mstep: Class 23 contains 175076 members 
Mstep: Class 24 contains 95249 members 
Mstep: Class 25 contains 5435 members 
Mstep: Class 26 contains 241781 members 
Mstep: Class 27 contains 38010 members 
Mstep: Class 28 contains 4703 members 
Mstep: Class 29 contains 2307 members 
Mstep: Class 30 contains 107058 members 
Mstep: Class 31 contains 7175 members 
Mstep: Class 32 contains 3019 members 
Mstep: Class 33 contains 83583 members 
Mstep: Class 34 contains 7916 members 
Mstep: Class 35 contains 4233 members 
Mstep: Class 36 contains 2263 members 
Mstep: Class 37 contains 2620 members 
Mstep: Class 38 contains 3755 members 
Entering Unmasked Estep 
Score: -235431808.000000 Penalty: 136683.125000
Splitting cluster 29 changes total score from -235432320.000000 to -235431808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (107058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107058 members 
Entering Unmasked Estep 
Score: -13067280.000000 Penalty: 2872.119385
	Iteration 0F: 2 clusters Score -1.306728e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53363 members 
Mstep: Class 2 contains 53695 members 
Entering Unmasked Estep 
Score: -12995779.000000 Penalty: 5744.238770
	Iteration 0F: 3 clusters Score -1.299578e+07 nChanged 50745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51540 members 
Mstep: Class 2 contains 55518 members 
Entering Unmasked Estep 
Score: -13024910.000000 Penalty: 5744.238770
	Iteration 1F: 3 clusters Score -1.302491e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50702 members 
Mstep: Class 2 contains 56356 members 
Entering Unmasked Estep 
Score: -13025927.000000 Penalty: 5744.238770
	Iteration 2Q: 3 clusters Score -1.302593e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49639 members 
Mstep: Class 2 contains 57419 members 
Entering Unmasked Estep 
Score: -13027194.000000 Penalty: 5744.238770
	Iteration 3Q: 3 clusters Score -1.302719e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48242 members 
Mstep: Class 2 contains 58816 members 
Entering Unmasked Estep 
Score: -13028743.000000 Penalty: 5744.238770
	Iteration 4Q: 3 clusters Score -1.302874e+07 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46396 members 
Mstep: Class 2 contains 60662 members 
Entering Unmasked Estep 
Score: -13030691.000000 Penalty: 5744.238770
	Iteration 5Q: 3 clusters Score -1.303069e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44131 members 
Mstep: Class 2 contains 62927 members 
Entering Unmasked Estep 
Score: -13033362.000000 Penalty: 5744.238770
	Iteration 6Q: 3 clusters Score -1.303336e+07 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41461 members 
Mstep: Class 2 contains 65597 members 
Entering Unmasked Estep 
Score: -13036823.000000 Penalty: 5744.238770
	Iteration 7F: 3 clusters Score -1.303682e+07 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38286 members 
Mstep: Class 2 contains 68772 members 
Entering Unmasked Estep 
Score: -13040385.000000 Penalty: 5744.238770
	Iteration 8F: 3 clusters Score -1.304038e+07 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34648 members 
Mstep: Class 2 contains 72410 members 
Entering Unmasked Estep 
Score: -13044106.000000 Penalty: 5744.238770
	Iteration 9F: 3 clusters Score -1.304411e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 76407 members 
Entering Unmasked Estep 
Score: -13047413.000000 Penalty: 5744.238770
	Iteration 10F: 3 clusters Score -1.304741e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 80749 members 
Entering Unmasked Estep 
Score: -13050697.000000 Penalty: 5744.238770
	Iteration 11Q: 3 clusters Score -1.30507e+07 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 85125 members 
Entering Unmasked Estep 
Score: -13053566.000000 Penalty: 5744.238770
	Iteration 12Q: 3 clusters Score -1.305357e+07 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 89296 members 
Entering Unmasked Estep 
Score: -13056069.000000 Penalty: 5744.238770
	Iteration 13Q: 3 clusters Score -1.305607e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 93076 members 
Entering Unmasked Estep 
Score: -13058230.000000 Penalty: 5744.238770
	Iteration 14Q: 3 clusters Score -1.305823e+07 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 96336 members 
Entering Unmasked Estep 
Score: -13060155.000000 Penalty: 5744.238770
	Iteration 15Q: 3 clusters Score -1.306016e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 98928 members 
Entering Unmasked Estep 
Score: -13061587.000000 Penalty: 5744.238770
	Iteration 16Q: 3 clusters Score -1.306159e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 100820 members 
Entering Unmasked Estep 
Score: -13062630.000000 Penalty: 5744.238770
	Iteration 17Q: 3 clusters Score -1.306263e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 102262 members 
Entering Unmasked Estep 
Score: -13063425.000000 Penalty: 5744.238770
	Iteration 18Q: 3 clusters Score -1.306342e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 103210 members 
Entering Unmasked Estep 
Score: -13063826.000000 Penalty: 5744.238770
	Iteration 19Q: 3 clusters Score -1.306383e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 103877 members 
Entering Unmasked Estep 
Score: -13064186.000000 Penalty: 5744.238770
	Iteration 20F: 3 clusters Score -1.306419e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 104317 members 
Entering Unmasked Estep 
Score: -13064402.000000 Penalty: 5744.238770
	Iteration 21Q: 3 clusters Score -1.30644e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 104627 members 
Entering Unmasked Estep 
Score: -13064538.000000 Penalty: 5744.238770
	Iteration 22Q: 3 clusters Score -1.306454e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 104871 members 
Entering Unmasked Estep 
Score: -13064659.000000 Penalty: 5744.238770
	Iteration 23Q: 3 clusters Score -1.306466e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 105056 members 
Entering Unmasked Estep 
Score: -13064754.000000 Penalty: 5744.238770
	Iteration 24Q: 3 clusters Score -1.306475e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 105187 members 
Entering Unmasked Estep 
Score: -13064816.000000 Penalty: 5744.238770
	Iteration 25Q: 3 clusters Score -1.306482e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 105278 members 
Entering Unmasked Estep 
Score: -13064869.000000 Penalty: 5744.238770
	Iteration 26Q: 3 clusters Score -1.306487e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 105354 members 
Entering Unmasked Estep 
Score: -13064916.000000 Penalty: 5744.238770
	Iteration 27Q: 3 clusters Score -1.306492e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 105422 members 
Entering Unmasked Estep 
Score: -13064913.000000 Penalty: 5744.238770
	Iteration 28Q: 3 clusters Score -1.306491e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 105477 members 
Entering Unmasked Estep 
Score: -13064933.000000 Penalty: 5744.238770
	Iteration 29Q: 3 clusters Score -1.306493e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 105534 members 
Entering Unmasked Estep 
Score: -13064966.000000 Penalty: 5744.238770
	Iteration 30Q: 3 clusters Score -1.306497e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 105569 members 
Entering Unmasked Estep 
Score: -13064994.000000 Penalty: 5744.238770
	Iteration 31Q: 3 clusters Score -1.306499e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 105612 members 
Entering Unmasked Estep 
Score: -13064993.000000 Penalty: 5744.238770
	Iteration 32Q: 3 clusters Score -1.306499e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 105642 members 
Entering Unmasked Estep 
Score: -13065001.000000 Penalty: 5744.238770
	Iteration 33Q: 3 clusters Score -1.3065e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 105670 members 
Entering Unmasked Estep 
Score: -13065023.000000 Penalty: 5744.238770
	Iteration 34Q: 3 clusters Score -1.306502e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 105687 members 
Entering Unmasked Estep 
Score: -13065040.000000 Penalty: 5744.238770
	Iteration 35Q: 3 clusters Score -1.306504e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 105704 members 
Entering Unmasked Estep 
Score: -13065038.000000 Penalty: 5744.238770
	Iteration 36Q: 3 clusters Score -1.306504e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 105711 members 
Entering Unmasked Estep 
Score: -13065050.000000 Penalty: 5744.238770
	Iteration 37Q: 3 clusters Score -1.306505e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 105725 members 
Entering Unmasked Estep 
Score: -13065041.000000 Penalty: 5744.238770
	Iteration 38Q: 3 clusters Score -1.306504e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 105732 members 
Entering Unmasked Estep 
Score: -13065047.000000 Penalty: 5744.238770
	Iteration 39Q: 3 clusters Score -1.306505e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 105739 members 
Entering Unmasked Estep 
Score: -13065056.000000 Penalty: 5744.238770
	Iteration 40F: 3 clusters Score -1.306506e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 105753 members 
Entering Unmasked Estep 
Score: -13065058.000000 Penalty: 5744.238770
	Iteration 41Q: 3 clusters Score -1.306506e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 105770 members 
Entering Unmasked Estep 
Score: -13065082.000000 Penalty: 5744.238770
	Iteration 42Q: 3 clusters Score -1.306508e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 105778 members 
Entering Unmasked Estep 
Score: -13065083.000000 Penalty: 5744.238770
	Iteration 43Q: 3 clusters Score -1.306508e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 105792 members 
Entering Unmasked Estep 
Score: -13065089.000000 Penalty: 5744.238770
	Iteration 44Q: 3 clusters Score -1.306509e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 105807 members 
Entering Unmasked Estep 
Score: -13065078.000000 Penalty: 5744.238770
	Iteration 45Q: 3 clusters Score -1.306508e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 105817 members 
Entering Unmasked Estep 
Score: -13065099.000000 Penalty: 5744.238770
	Iteration 46Q: 3 clusters Score -1.30651e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 105827 members 
Entering Unmasked Estep 
Score: -13065099.000000 Penalty: 5744.238770
	Iteration 47Q: 3 clusters Score -1.30651e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 105833 members 
Entering Unmasked Estep 
Score: -13065111.000000 Penalty: 5744.238770
	Iteration 48Q: 3 clusters Score -1.306511e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 105840 members 
Entering Unmasked Estep 
Score: -13065115.000000 Penalty: 5744.238770
	Iteration 49Q: 3 clusters Score -1.306512e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 105846 members 
Entering Unmasked Estep 
Score: -13065108.000000 Penalty: 5744.238770
	Iteration 50Q: 3 clusters Score -1.306511e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 105858 members 
Entering Unmasked Estep 
Score: -13065119.000000 Penalty: 5744.238770
	Iteration 51Q: 3 clusters Score -1.306512e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 105862 members 
Entering Unmasked Estep 
Score: -13065130.000000 Penalty: 5744.238770
	Iteration 52Q: 3 clusters Score -1.306513e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 105870 members 
Entering Unmasked Estep 
Score: -13065127.000000 Penalty: 5744.238770
	Iteration 53Q: 3 clusters Score -1.306513e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 105874 members 
Entering Unmasked Estep 
Score: -13065119.000000 Penalty: 5744.238770
	Iteration 54Q: 3 clusters Score -1.306512e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 105888 members 
Entering Unmasked Estep 
Score: -13065134.000000 Penalty: 5744.238770
	Iteration 55Q: 3 clusters Score -1.306513e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 105892 members 
Entering Unmasked Estep 
Score: -13065142.000000 Penalty: 5744.238770
	Iteration 56Q: 3 clusters Score -1.306514e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 105893 members 
Entering Unmasked Estep 
Score: -13065144.000000 Penalty: 5744.238770
	Iteration 57Q: 3 clusters Score -1.306514e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 105900 members 
Entering Unmasked Estep 
Score: -13065144.000000 Penalty: 5744.238770
	Iteration 58Q: 3 clusters Score -1.306514e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 105904 members 
Entering Unmasked Estep 
Score: -13065157.000000 Penalty: 5744.238770
	Iteration 59Q: 3 clusters Score -1.306516e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 105912 members 
Entering Unmasked Estep 
Score: -13065162.000000 Penalty: 5744.238770
	Iteration 60F: 3 clusters Score -1.306516e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 105919 members 
Entering Unmasked Estep 
Score: -13065156.000000 Penalty: 5744.238770
	Iteration 61Q: 3 clusters Score -1.306516e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 105923 members 
Entering Unmasked Estep 
Score: -13065172.000000 Penalty: 5744.238770
	Iteration 62Q: 3 clusters Score -1.306517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 105923 members 
Entering Unmasked Estep 
Score: -13065174.000000 Penalty: 5744.238770
	Iteration 63Q: 3 clusters Score -1.306517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 105924 members 
Entering Unmasked Estep 
Score: -13065172.000000 Penalty: 5744.238770
	Iteration 64Q: 3 clusters Score -1.306517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 105926 members 
Entering Unmasked Estep 
Score: -13065177.000000 Penalty: 5744.238770
	Iteration 65Q: 3 clusters Score -1.306518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 105928 members 
Entering Unmasked Estep 
Score: -13065173.000000 Penalty: 5744.238770
	Iteration 66Q: 3 clusters Score -1.306517e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 105929 members 
Entering Unmasked Estep 
Score: -13065171.000000 Penalty: 5744.238770
	Iteration 67Q: 3 clusters Score -1.306517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 105932 members 
Entering Unmasked Estep 
Score: -13065166.000000 Penalty: 5744.238770
	Iteration 68Q: 3 clusters Score -1.306517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 105934 members 
Entering Unmasked Estep 
Score: -13065166.000000 Penalty: 5744.238770
	Iteration 69Q: 3 clusters Score -1.306517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 105936 members 
Entering Unmasked Estep 
Score: -13065166.000000 Penalty: 5744.238770
	Iteration 70Q: 3 clusters Score -1.306517e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 105935 members 
Entering Unmasked Estep 
Score: -13065165.000000 Penalty: 5744.238770
	Iteration 71Q: 3 clusters Score -1.306516e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 105935 members 
Entering Unmasked Estep 
Score: -13065165.000000 Penalty: 5744.238770
	Iteration 72F: 3 clusters Score -1.306516e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (7175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Entering Unmasked Estep 
Score: -818805.875000 Penalty: 2201.832764
	Iteration 0F: 2 clusters Score -818805.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -812953.625000 Penalty: 4403.665527
	Iteration 0F: 3 clusters Score -812953.6 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -814547.812500 Penalty: 4403.665527
	Iteration 1F: 3 clusters Score -814547.8 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -814850.375000 Penalty: 4403.665527
	Iteration 2F: 3 clusters Score -814850.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -815071.500000 Penalty: 4403.665527
	Iteration 3F: 3 clusters Score -815071.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -815273.062500 Penalty: 4403.665527
	Iteration 4Q: 3 clusters Score -815273.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -815473.437500 Penalty: 4403.665527
	Iteration 5Q: 3 clusters Score -815473.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -815675.062500 Penalty: 4403.665527
	Iteration 6Q: 3 clusters Score -815675.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -815859.812500 Penalty: 4403.665527
	Iteration 7Q: 3 clusters Score -815859.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -816007.562500 Penalty: 4403.665527
	Iteration 8Q: 3 clusters Score -816007.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -816146.312500 Penalty: 4403.665527
	Iteration 9Q: 3 clusters Score -816146.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -816279.875000 Penalty: 4403.665527
	Iteration 10Q: 3 clusters Score -816279.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -816400.437500 Penalty: 4403.665527
	Iteration 11Q: 3 clusters Score -816400.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -816509.375000 Penalty: 4403.665527
	Iteration 12Q: 3 clusters Score -816509.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -816633.375000 Penalty: 4403.665527
	Iteration 13Q: 3 clusters Score -816633.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -816744.562500 Penalty: 4403.665527
	Iteration 14Q: 3 clusters Score -816744.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -816842.125000 Penalty: 4403.665527
	Iteration 15Q: 3 clusters Score -816842.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -816908.562500 Penalty: 4403.665527
	Iteration 16Q: 3 clusters Score -816908.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -816954.000000 Penalty: 4403.665527
	Iteration 17Q: 3 clusters Score -816954 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -817003.750000 Penalty: 4403.665527
	Iteration 18Q: 3 clusters Score -817003.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -817036.062500 Penalty: 4403.665527
	Iteration 19Q: 3 clusters Score -817036.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -817069.750000 Penalty: 4403.665527
	Iteration 20F: 3 clusters Score -817069.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -817096.812500 Penalty: 4403.665527
	Iteration 21Q: 3 clusters Score -817096.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -817118.062500 Penalty: 4403.665527
	Iteration 22Q: 3 clusters Score -817118.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -817142.875000 Penalty: 4403.665527
	Iteration 23Q: 3 clusters Score -817142.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -817160.250000 Penalty: 4403.665527
	Iteration 24Q: 3 clusters Score -817160.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -817176.812500 Penalty: 4403.665527
	Iteration 25Q: 3 clusters Score -817176.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -817187.500000 Penalty: 4403.665527
	Iteration 26Q: 3 clusters Score -817187.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -817200.437500 Penalty: 4403.665527
	Iteration 27Q: 3 clusters Score -817200.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -817214.500000 Penalty: 4403.665527
	Iteration 28Q: 3 clusters Score -817214.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -817228.250000 Penalty: 4403.665527
	Iteration 29Q: 3 clusters Score -817228.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -817238.312500 Penalty: 4403.665527
	Iteration 30Q: 3 clusters Score -817238.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -817243.250000 Penalty: 4403.665527
	Iteration 31Q: 3 clusters Score -817243.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -817252.000000 Penalty: 4403.665527
	Iteration 32Q: 3 clusters Score -817252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -817255.125000 Penalty: 4403.665527
	Iteration 33Q: 3 clusters Score -817255.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -817260.562500 Penalty: 4403.665527
	Iteration 34Q: 3 clusters Score -817260.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -817264.062500 Penalty: 4403.665527
	Iteration 35Q: 3 clusters Score -817264.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -817270.750000 Penalty: 4403.665527
	Iteration 36Q: 3 clusters Score -817270.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -817272.875000 Penalty: 4403.665527
	Iteration 37Q: 3 clusters Score -817272.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -817278.250000 Penalty: 4403.665527
	Iteration 38Q: 3 clusters Score -817278.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -817284.875000 Penalty: 4403.665527
	Iteration 39Q: 3 clusters Score -817284.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -817292.437500 Penalty: 4403.665527
	Iteration 40F: 3 clusters Score -817292.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -817296.187500 Penalty: 4403.665527
	Iteration 41Q: 3 clusters Score -817296.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -817300.812500 Penalty: 4403.665527
	Iteration 42Q: 3 clusters Score -817300.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -817303.937500 Penalty: 4403.665527
	Iteration 43Q: 3 clusters Score -817303.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -817310.437500 Penalty: 4403.665527
	Iteration 44Q: 3 clusters Score -817310.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -817311.812500 Penalty: 4403.665527
	Iteration 45Q: 3 clusters Score -817311.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -817314.375000 Penalty: 4403.665527
	Iteration 46Q: 3 clusters Score -817314.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -817318.312500 Penalty: 4403.665527
	Iteration 47Q: 3 clusters Score -817318.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -817317.562500 Penalty: 4403.665527
	Iteration 48Q: 3 clusters Score -817317.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -817321.687500 Penalty: 4403.665527
	Iteration 49Q: 3 clusters Score -817321.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -817323.000000 Penalty: 4403.665527
	Iteration 50Q: 3 clusters Score -817323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -817327.312500 Penalty: 4403.665527
	Iteration 51Q: 3 clusters Score -817327.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -817328.187500 Penalty: 4403.665527
	Iteration 52Q: 3 clusters Score -817328.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -817327.375000 Penalty: 4403.665527
	Iteration 53Q: 3 clusters Score -817327.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -817329.750000 Penalty: 4403.665527
	Iteration 54Q: 3 clusters Score -817329.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -817328.687500 Penalty: 4403.665527
	Iteration 55Q: 3 clusters Score -817328.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -817329.187500 Penalty: 4403.665527
	Iteration 56Q: 3 clusters Score -817329.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -817328.625000 Penalty: 4403.665527
	Iteration 57Q: 3 clusters Score -817328.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -817329.500000 Penalty: 4403.665527
	Iteration 58Q: 3 clusters Score -817329.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -817331.625000 Penalty: 4403.665527
	Iteration 59Q: 3 clusters Score -817331.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -817331.000000 Penalty: 4403.665527
	Iteration 60F: 3 clusters Score -817331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -817330.812500 Penalty: 4403.665527
	Iteration 61Q: 3 clusters Score -817330.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -817330.812500 Penalty: 4403.665527
	Iteration 62F: 3 clusters Score -817330.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Entering Unmasked Estep 
Score: -345989.468750 Penalty: 1987.144897
	Iteration 0F: 2 clusters Score -345989.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -342716.406250 Penalty: 3974.289795
	Iteration 0F: 3 clusters Score -342716.4 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -343385.593750 Penalty: 3974.289795
	Iteration 1F: 3 clusters Score -343385.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -343558.687500 Penalty: 3974.289795
	Iteration 2F: 3 clusters Score -343558.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -343684.500000 Penalty: 3974.289795
	Iteration 3F: 3 clusters Score -343684.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -343761.937500 Penalty: 3974.289795
	Iteration 4Q: 3 clusters Score -343761.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -343805.937500 Penalty: 3974.289795
	Iteration 5Q: 3 clusters Score -343805.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -343842.125000 Penalty: 3974.289795
	Iteration 6Q: 3 clusters Score -343842.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -343875.281250 Penalty: 3974.289795
	Iteration 7Q: 3 clusters Score -343875.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -343903.000000 Penalty: 3974.289795
	Iteration 8Q: 3 clusters Score -343903 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -343926.468750 Penalty: 3974.289795
	Iteration 9Q: 3 clusters Score -343926.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -343949.968750 Penalty: 3974.289795
	Iteration 10Q: 3 clusters Score -343950 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -343981.093750 Penalty: 3974.289795
	Iteration 11Q: 3 clusters Score -343981.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -344025.468750 Penalty: 3974.289795
	Iteration 12Q: 3 clusters Score -344025.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -344070.812500 Penalty: 3974.289795
	Iteration 13Q: 3 clusters Score -344070.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -344115.031250 Penalty: 3974.289795
	Iteration 14Q: 3 clusters Score -344115 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -344165.593750 Penalty: 3974.289795
	Iteration 15Q: 3 clusters Score -344165.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -344220.968750 Penalty: 3974.289795
	Iteration 16Q: 3 clusters Score -344221 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -344281.281250 Penalty: 3974.289795
	Iteration 17Q: 3 clusters Score -344281.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -344356.687500 Penalty: 3974.289795
	Iteration 18Q: 3 clusters Score -344356.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -344469.187500 Penalty: 3974.289795
	Iteration 19Q: 3 clusters Score -344469.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -344553.718750 Penalty: 3974.289795
	Iteration 20F: 3 clusters Score -344553.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -344609.343750 Penalty: 3974.289795
	Iteration 21Q: 3 clusters Score -344609.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -344655.593750 Penalty: 3974.289795
	Iteration 22Q: 3 clusters Score -344655.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -344678.718750 Penalty: 3974.289795
	Iteration 23Q: 3 clusters Score -344678.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -344697.500000 Penalty: 3974.289795
	Iteration 24Q: 3 clusters Score -344697.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -344717.187500 Penalty: 3974.289795
	Iteration 25Q: 3 clusters Score -344717.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -344730.843750 Penalty: 3974.289795
	Iteration 26Q: 3 clusters Score -344730.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -344746.375000 Penalty: 3974.289795
	Iteration 27Q: 3 clusters Score -344746.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -344760.687500 Penalty: 3974.289795
	Iteration 28Q: 3 clusters Score -344760.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -344772.531250 Penalty: 3974.289795
	Iteration 29Q: 3 clusters Score -344772.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -344790.781250 Penalty: 3974.289795
	Iteration 30Q: 3 clusters Score -344790.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -344803.875000 Penalty: 3974.289795
	Iteration 31Q: 3 clusters Score -344803.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -344817.656250 Penalty: 3974.289795
	Iteration 32Q: 3 clusters Score -344817.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -344830.437500 Penalty: 3974.289795
	Iteration 33Q: 3 clusters Score -344830.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -344842.281250 Penalty: 3974.289795
	Iteration 34Q: 3 clusters Score -344842.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -344853.687500 Penalty: 3974.289795
	Iteration 35Q: 3 clusters Score -344853.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -344865.750000 Penalty: 3974.289795
	Iteration 36Q: 3 clusters Score -344865.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -344873.031250 Penalty: 3974.289795
	Iteration 37Q: 3 clusters Score -344873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -344881.500000 Penalty: 3974.289795
	Iteration 38Q: 3 clusters Score -344881.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -344887.875000 Penalty: 3974.289795
	Iteration 39Q: 3 clusters Score -344887.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -344896.062500 Penalty: 3974.289795
	Iteration 40F: 3 clusters Score -344896.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -344905.937500 Penalty: 3974.289795
	Iteration 41Q: 3 clusters Score -344905.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -344916.937500 Penalty: 3974.289795
	Iteration 42Q: 3 clusters Score -344916.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -344924.750000 Penalty: 3974.289795
	Iteration 43Q: 3 clusters Score -344924.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -344930.968750 Penalty: 3974.289795
	Iteration 44Q: 3 clusters Score -344931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -344934.093750 Penalty: 3974.289795
	Iteration 45Q: 3 clusters Score -344934.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -344934.843750 Penalty: 3974.289795
	Iteration 46Q: 3 clusters Score -344934.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -344935.625000 Penalty: 3974.289795
	Iteration 47Q: 3 clusters Score -344935.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -344936.062500 Penalty: 3974.289795
	Iteration 48Q: 3 clusters Score -344936.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -344936.062500 Penalty: 3974.289795
	Iteration 49F: 3 clusters Score -344936.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (83583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83583 members 
Entering Unmasked Estep 
Score: -10204202.000000 Penalty: 2810.731689
	Iteration 0F: 2 clusters Score -1.02042e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41851 members 
Mstep: Class 2 contains 41732 members 
Entering Unmasked Estep 
Score: -10148099.000000 Penalty: 5621.463379
	Iteration 0F: 3 clusters Score -1.01481e+07 nChanged 39325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41950 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -10170273.000000 Penalty: 5621.463379
	Iteration 1F: 3 clusters Score -1.017027e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42039 members 
Mstep: Class 2 contains 41544 members 
Entering Unmasked Estep 
Score: -10171072.000000 Penalty: 5621.463379
	Iteration 2Q: 3 clusters Score -1.017107e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42124 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -10171823.000000 Penalty: 5621.463379
	Iteration 3Q: 3 clusters Score -1.017182e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42226 members 
Mstep: Class 2 contains 41357 members 
Entering Unmasked Estep 
Score: -10172558.000000 Penalty: 5621.463379
	Iteration 4Q: 3 clusters Score -1.017256e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42330 members 
Mstep: Class 2 contains 41253 members 
Entering Unmasked Estep 
Score: -10173321.000000 Penalty: 5621.463379
	Iteration 5Q: 3 clusters Score -1.017332e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42354 members 
Mstep: Class 2 contains 41229 members 
Entering Unmasked Estep 
Score: -10174213.000000 Penalty: 5621.463379
	Iteration 6Q: 3 clusters Score -1.017421e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42448 members 
Mstep: Class 2 contains 41135 members 
Entering Unmasked Estep 
Score: -10175197.000000 Penalty: 5621.463379
	Iteration 7Q: 3 clusters Score -1.01752e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42630 members 
Mstep: Class 2 contains 40953 members 
Entering Unmasked Estep 
Score: -10176440.000000 Penalty: 5621.463379
	Iteration 8Q: 3 clusters Score -1.017644e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42901 members 
Mstep: Class 2 contains 40682 members 
Entering Unmasked Estep 
Score: -10177769.000000 Penalty: 5621.463379
	Iteration 9Q: 3 clusters Score -1.017777e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43387 members 
Mstep: Class 2 contains 40196 members 
Entering Unmasked Estep 
Score: -10179064.000000 Penalty: 5621.463379
	Iteration 10Q: 3 clusters Score -1.017906e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43967 members 
Mstep: Class 2 contains 39616 members 
Entering Unmasked Estep 
Score: -10180089.000000 Penalty: 5621.463379
	Iteration 11Q: 3 clusters Score -1.018009e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44725 members 
Mstep: Class 2 contains 38858 members 
Entering Unmasked Estep 
Score: -10180939.000000 Penalty: 5621.463379
	Iteration 12Q: 3 clusters Score -1.018094e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45729 members 
Mstep: Class 2 contains 37854 members 
Entering Unmasked Estep 
Score: -10181656.000000 Penalty: 5621.463379
	Iteration 13Q: 3 clusters Score -1.018166e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46951 members 
Mstep: Class 2 contains 36632 members 
Entering Unmasked Estep 
Score: -10182432.000000 Penalty: 5621.463379
	Iteration 14Q: 3 clusters Score -1.018243e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48541 members 
Mstep: Class 2 contains 35042 members 
Entering Unmasked Estep 
Score: -10183150.000000 Penalty: 5621.463379
	Iteration 15Q: 3 clusters Score -1.018315e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50579 members 
Mstep: Class 2 contains 33004 members 
Entering Unmasked Estep 
Score: -10184057.000000 Penalty: 5621.463379
	Iteration 16Q: 3 clusters Score -1.018406e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53139 members 
Mstep: Class 2 contains 30444 members 
Entering Unmasked Estep 
Score: -10185172.000000 Penalty: 5621.463379
	Iteration 17Q: 3 clusters Score -1.018517e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56186 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -10186648.000000 Penalty: 5621.463379
	Iteration 18Q: 3 clusters Score -1.018665e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59702 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -10188432.000000 Penalty: 5621.463379
	Iteration 19Q: 3 clusters Score -1.018843e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63613 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -10190586.000000 Penalty: 5621.463379
	Iteration 20F: 3 clusters Score -1.019059e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67594 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -10192983.000000 Penalty: 5621.463379
	Iteration 21Q: 3 clusters Score -1.019298e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71344 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -10195179.000000 Penalty: 5621.463379
	Iteration 22Q: 3 clusters Score -1.019518e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74596 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -10197195.000000 Penalty: 5621.463379
	Iteration 23Q: 3 clusters Score -1.01972e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77122 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -10198684.000000 Penalty: 5621.463379
	Iteration 24Q: 3 clusters Score -1.019868e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78970 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -10199774.000000 Penalty: 5621.463379
	Iteration 25Q: 3 clusters Score -1.019977e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80227 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -10200515.000000 Penalty: 5621.463379
	Iteration 26Q: 3 clusters Score -1.020052e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81009 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -10200934.000000 Penalty: 5621.463379
	Iteration 27Q: 3 clusters Score -1.020093e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81498 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -10201192.000000 Penalty: 5621.463379
	Iteration 28Q: 3 clusters Score -1.020119e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81837 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -10201402.000000 Penalty: 5621.463379
	Iteration 29Q: 3 clusters Score -1.02014e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82061 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -10201545.000000 Penalty: 5621.463379
	Iteration 30Q: 3 clusters Score -1.020154e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82211 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -10201640.000000 Penalty: 5621.463379
	Iteration 31Q: 3 clusters Score -1.020164e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82327 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -10201695.000000 Penalty: 5621.463379
	Iteration 32Q: 3 clusters Score -1.02017e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82425 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -10201741.000000 Penalty: 5621.463379
	Iteration 33Q: 3 clusters Score -1.020174e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82496 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -10201795.000000 Penalty: 5621.463379
	Iteration 34Q: 3 clusters Score -1.02018e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82546 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -10201828.000000 Penalty: 5621.463379
	Iteration 35Q: 3 clusters Score -1.020183e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82597 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -10201856.000000 Penalty: 5621.463379
	Iteration 36Q: 3 clusters Score -1.020186e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82627 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -10201877.000000 Penalty: 5621.463379
	Iteration 37Q: 3 clusters Score -1.020188e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82648 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -10201896.000000 Penalty: 5621.463379
	Iteration 38Q: 3 clusters Score -1.02019e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82664 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -10201895.000000 Penalty: 5621.463379
	Iteration 39Q: 3 clusters Score -1.02019e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82678 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -10201921.000000 Penalty: 5621.463379
	Iteration 40F: 3 clusters Score -1.020192e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82689 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -10201923.000000 Penalty: 5621.463379
	Iteration 41Q: 3 clusters Score -1.020192e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82699 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -10201930.000000 Penalty: 5621.463379
	Iteration 42Q: 3 clusters Score -1.020193e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82708 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -10201936.000000 Penalty: 5621.463379
	Iteration 43Q: 3 clusters Score -1.020194e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82715 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -10201956.000000 Penalty: 5621.463379
	Iteration 44Q: 3 clusters Score -1.020196e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82724 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -10201963.000000 Penalty: 5621.463379
	Iteration 45Q: 3 clusters Score -1.020196e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82729 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -10201948.000000 Penalty: 5621.463379
	Iteration 46Q: 3 clusters Score -1.020195e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82734 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -10201947.000000 Penalty: 5621.463379
	Iteration 47Q: 3 clusters Score -1.020195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82737 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -10201953.000000 Penalty: 5621.463379
	Iteration 48Q: 3 clusters Score -1.020195e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82738 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -10201953.000000 Penalty: 5621.463379
	Iteration 49Q: 3 clusters Score -1.020195e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82742 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -10201960.000000 Penalty: 5621.463379
	Iteration 50Q: 3 clusters Score -1.020196e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82747 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -10201971.000000 Penalty: 5621.463379
	Iteration 51Q: 3 clusters Score -1.020197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82748 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -10201969.000000 Penalty: 5621.463379
	Iteration 52Q: 3 clusters Score -1.020197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82749 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -10201968.000000 Penalty: 5621.463379
	Iteration 53Q: 3 clusters Score -1.020197e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82751 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -10201972.000000 Penalty: 5621.463379
	Iteration 54Q: 3 clusters Score -1.020197e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82752 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -10201973.000000 Penalty: 5621.463379
	Iteration 55Q: 3 clusters Score -1.020197e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82753 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -10201977.000000 Penalty: 5621.463379
	Iteration 56Q: 3 clusters Score -1.020198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82755 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -10201975.000000 Penalty: 5621.463379
	Iteration 57Q: 3 clusters Score -1.020198e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82755 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -10201975.000000 Penalty: 5621.463379
	Iteration 58F: 3 clusters Score -1.020198e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 11839 members 
Mstep: Class 3 contains 57515 members 
Mstep: Class 4 contains 9261 members 
Mstep: Class 5 contains 3367 members 
Mstep: Class 6 contains 16757 members 
Mstep: Class 7 contains 13363 members 
Mstep: Class 8 contains 131227 members 
Mstep: Class 9 contains 10539 members 
Mstep: Class 10 contains 198908 members 
Mstep: Class 11 contains 212026 members 
Mstep: Class 12 contains 11683 members 
Mstep: Class 13 contains 317148 members 
Mstep: Class 14 contains 401 members 
Mstep: Class 15 contains 39364 members 
Mstep: Class 16 contains 52575 members 
Mstep: Class 17 contains 18864 members 
Mstep: Class 18 contains 16236 members 
Mstep: Class 19 contains 6182 members 
Mstep: Class 20 contains 5419 members 
Mstep: Class 21 contains 39835 members 
Mstep: Class 22 contains 29887 members 
Mstep: Class 23 contains 175076 members 
Mstep: Class 24 contains 95249 members 
Mstep: Class 25 contains 5435 members 
Mstep: Class 26 contains 241781 members 
Mstep: Class 27 contains 38010 members 
Mstep: Class 28 contains 4703 members 
Mstep: Class 29 contains 6062 members 
Mstep: Class 30 contains 107058 members 
Mstep: Class 31 contains 7175 members 
Mstep: Class 32 contains 3019 members 
Mstep: Class 33 contains 83583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235434912.000000 Penalty: 133086.203125
Iteration 79Q: 38 clusters Score -2.354349e+08 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 11677 members 
Mstep: Class 3 contains 57486 members 
Mstep: Class 4 contains 9264 members 
Mstep: Class 5 contains 3472 members 
Mstep: Class 6 contains 16770 members 
Mstep: Class 7 contains 13361 members 
Mstep: Class 8 contains 131475 members 
Mstep: Class 9 contains 10479 members 
Mstep: Class 10 contains 199357 members 
Mstep: Class 11 contains 212006 members 
Mstep: Class 12 contains 11711 members 
Mstep: Class 13 contains 317350 members 
Mstep: Class 14 contains 401 members 
Mstep: Class 15 contains 39409 members 
Mstep: Class 16 contains 52486 members 
Mstep: Class 17 contains 18959 members 
Mstep: Class 18 contains 16249 members 
Mstep: Class 19 contains 6122 members 
Mstep: Class 20 contains 5561 members 
Mstep: Class 21 contains 39879 members 
Mstep: Class 22 contains 29945 members 
Mstep: Class 23 contains 175292 members 
Mstep: Class 24 contains 95241 members 
Mstep: Class 25 contains 5562 members 
Mstep: Class 26 contains 241472 members 
Mstep: Class 27 contains 38019 members 
Mstep: Class 28 contains 4676 members 
Mstep: Class 29 contains 6088 members 
Mstep: Class 30 contains 107218 members 
Mstep: Class 31 contains 7229 members 
Mstep: Class 32 contains 3028 members 
Mstep: Class 33 contains 83613 members 
Mstep: Class 34 contains 7026 members 
Mstep: Class 35 contains 3939 members 
Mstep: Class 36 contains 2261 members 
Mstep: Class 37 contains 2522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235440144.000000 Penalty: 133086.203125
Iteration 80F: 38 clusters Score -2.354401e+08 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 11600 members 
Mstep: Class 3 contains 57460 members 
Mstep: Class 4 contains 9266 members 
Mstep: Class 5 contains 3545 members 
Mstep: Class 6 contains 16770 members 
Mstep: Class 7 contains 13361 members 
Mstep: Class 8 contains 131493 members 
Mstep: Class 9 contains 10414 members 
Mstep: Class 10 contains 199607 members 
Mstep: Class 11 contains 211624 members 
Mstep: Class 12 contains 11743 members 
Mstep: Class 13 contains 317379 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 39400 members 
Mstep: Class 16 contains 51941 members 
Mstep: Class 17 contains 18871 members 
Mstep: Class 18 contains 16262 members 
Mstep: Class 19 contains 6153 members 
Mstep: Class 20 contains 5541 members 
Mstep: Class 21 contains 39797 members 
Mstep: Class 22 contains 29850 members 
Mstep: Class 23 contains 175362 members 
Mstep: Class 24 contains 95188 members 
Mstep: Class 25 contains 5666 members 
Mstep: Class 26 contains 240930 members 
Mstep: Class 27 contains 37999 members 
Mstep: Class 28 contains 4639 members 
Mstep: Class 29 contains 6004 members 
Mstep: Class 30 contains 106527 members 
Mstep: Class 31 contains 7244 members 
Mstep: Class 32 contains 3035 members 
Mstep: Class 33 contains 83604 members 
Mstep: Class 34 contains 7611 members 
Mstep: Class 35 contains 4653 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 3421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235442096.000000 Penalty: 133086.203125
Iteration 81Q: 38 clusters Score -2.354421e+08 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 11549 members 
Mstep: Class 3 contains 57438 members 
Mstep: Class 4 contains 9266 members 
Mstep: Class 5 contains 3642 members 
Mstep: Class 6 contains 16778 members 
Mstep: Class 7 contains 13351 members 
Mstep: Class 8 contains 131460 members 
Mstep: Class 9 contains 10392 members 
Mstep: Class 10 contains 199903 members 
Mstep: Class 11 contains 211291 members 
Mstep: Class 12 contains 11777 members 
Mstep: Class 13 contains 317501 members 
Mstep: Class 14 contains 418 members 
Mstep: Class 15 contains 39440 members 
Mstep: Class 16 contains 51400 members 
Mstep: Class 17 contains 18867 members 
Mstep: Class 18 contains 16267 members 
Mstep: Class 19 contains 6214 members 
Mstep: Class 20 contains 5544 members 
Mstep: Class 21 contains 39759 members 
Mstep: Class 22 contains 29753 members 
Mstep: Class 23 contains 175431 members 
Mstep: Class 24 contains 95130 members 
Mstep: Class 25 contains 5807 members 
Mstep: Class 26 contains 240399 members 
Mstep: Class 27 contains 37956 members 
Mstep: Class 28 contains 4619 members 
Mstep: Class 29 contains 5950 members 
Mstep: Class 30 contains 105934 members 
Mstep: Class 31 contains 7270 members 
Mstep: Class 32 contains 3047 members 
Mstep: Class 33 contains 83596 members 
Mstep: Class 34 contains 7944 members 
Mstep: Class 35 contains 5207 members 
Mstep: Class 36 contains 2270 members 
Mstep: Class 37 contains 4092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235443552.000000 Penalty: 133086.203125
Iteration 82Q: 38 clusters Score -2.354436e+08 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 11522 members 
Mstep: Class 3 contains 57425 members 
Mstep: Class 4 contains 9266 members 
Mstep: Class 5 contains 3713 members 
Mstep: Class 6 contains 16783 members 
Mstep: Class 7 contains 13343 members 
Mstep: Class 8 contains 131352 members 
Mstep: Class 9 contains 10388 members 
Mstep: Class 10 contains 200262 members 
Mstep: Class 11 contains 211019 members 
Mstep: Class 12 contains 11791 members 
Mstep: Class 13 contains 317701 members 
Mstep: Class 14 contains 419 members 
Mstep: Class 15 contains 39497 members 
Mstep: Class 16 contains 50883 members 
Mstep: Class 17 contains 18888 members 
Mstep: Class 18 contains 16279 members 
Mstep: Class 19 contains 6248 members 
Mstep: Class 20 contains 5539 members 
Mstep: Class 21 contains 39741 members 
Mstep: Class 22 contains 29695 members 
Mstep: Class 23 contains 175464 members 
Mstep: Class 24 contains 95080 members 
Mstep: Class 25 contains 5946 members 
Mstep: Class 26 contains 239947 members 
Mstep: Class 27 contains 37895 members 
Mstep: Class 28 contains 4601 members 
Mstep: Class 29 contains 5931 members 
Mstep: Class 30 contains 105358 members 
Mstep: Class 31 contains 7290 members 
Mstep: Class 32 contains 3059 members 
Mstep: Class 33 contains 83598 members 
Mstep: Class 34 contains 8141 members 
Mstep: Class 35 contains 5647 members 
Mstep: Class 36 contains 2268 members 
Mstep: Class 37 contains 4692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235443936.000000 Penalty: 133086.203125
Iteration 83Q: 38 clusters Score -2.354439e+08 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 11487 members 
Mstep: Class 3 contains 57415 members 
Mstep: Class 4 contains 9264 members 
Mstep: Class 5 contains 3779 members 
Mstep: Class 6 contains 16780 members 
Mstep: Class 7 contains 13334 members 
Mstep: Class 8 contains 131223 members 
Mstep: Class 9 contains 10378 members 
Mstep: Class 10 contains 200616 members 
Mstep: Class 11 contains 210821 members 
Mstep: Class 12 contains 11809 members 
Mstep: Class 13 contains 317940 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 39565 members 
Mstep: Class 16 contains 50375 members 
Mstep: Class 17 contains 18898 members 
Mstep: Class 18 contains 16295 members 
Mstep: Class 19 contains 6271 members 
Mstep: Class 20 contains 5552 members 
Mstep: Class 21 contains 39753 members 
Mstep: Class 22 contains 29641 members 
Mstep: Class 23 contains 175513 members 
Mstep: Class 24 contains 95043 members 
Mstep: Class 25 contains 6083 members 
Mstep: Class 26 contains 239508 members 
Mstep: Class 27 contains 37783 members 
Mstep: Class 28 contains 4583 members 
Mstep: Class 29 contains 5917 members 
Mstep: Class 30 contains 104935 members 
Mstep: Class 31 contains 7319 members 
Mstep: Class 32 contains 3070 members 
Mstep: Class 33 contains 83601 members 
Mstep: Class 34 contains 8281 members 
Mstep: Class 35 contains 5991 members 
Mstep: Class 36 contains 2267 members 
Mstep: Class 37 contains 5172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235444304.000000 Penalty: 133086.203125
Iteration 84Q: 38 clusters Score -2.354443e+08 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 11468 members 
Mstep: Class 3 contains 57443 members 
Mstep: Class 4 contains 9268 members 
Mstep: Class 5 contains 3829 members 
Mstep: Class 6 contains 16785 members 
Mstep: Class 7 contains 13330 members 
Mstep: Class 8 contains 131056 members 
Mstep: Class 9 contains 10401 members 
Mstep: Class 10 contains 200948 members 
Mstep: Class 11 contains 210654 members 
Mstep: Class 12 contains 11814 members 
Mstep: Class 13 contains 318206 members 
Mstep: Class 14 contains 421 members 
Mstep: Class 15 contains 39671 members 
Mstep: Class 16 contains 49877 members 
Mstep: Class 17 contains 18910 members 
Mstep: Class 18 contains 16310 members 
Mstep: Class 19 contains 6298 members 
Mstep: Class 20 contains 5547 members 
Mstep: Class 21 contains 39775 members 
Mstep: Class 22 contains 29587 members 
Mstep: Class 23 contains 175574 members 
Mstep: Class 24 contains 94978 members 
Mstep: Class 25 contains 6208 members 
Mstep: Class 26 contains 239085 members 
Mstep: Class 27 contains 37672 members 
Mstep: Class 28 contains 4561 members 
Mstep: Class 29 contains 5897 members 
Mstep: Class 30 contains 104579 members 
Mstep: Class 31 contains 7351 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 83598 members 
Mstep: Class 34 contains 8386 members 
Mstep: Class 35 contains 6262 members 
Mstep: Class 36 contains 2266 members 
Mstep: Class 37 contains 5588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235445344.000000 Penalty: 133086.203125
Iteration 85Q: 38 clusters Score -2.354453e+08 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 11450 members 
Mstep: Class 3 contains 57449 members 
Mstep: Class 4 contains 9266 members 
Mstep: Class 5 contains 3863 members 
Mstep: Class 6 contains 16788 members 
Mstep: Class 7 contains 13325 members 
Mstep: Class 8 contains 130862 members 
Mstep: Class 9 contains 10396 members 
Mstep: Class 10 contains 201230 members 
Mstep: Class 11 contains 210523 members 
Mstep: Class 12 contains 11830 members 
Mstep: Class 13 contains 318474 members 
Mstep: Class 14 contains 423 members 
Mstep: Class 15 contains 39768 members 
Mstep: Class 16 contains 49470 members 
Mstep: Class 17 contains 18904 members 
Mstep: Class 18 contains 16328 members 
Mstep: Class 19 contains 6343 members 
Mstep: Class 20 contains 5541 members 
Mstep: Class 21 contains 39790 members 
Mstep: Class 22 contains 29542 members 
Mstep: Class 23 contains 175645 members 
Mstep: Class 24 contains 94941 members 
Mstep: Class 25 contains 6339 members 
Mstep: Class 26 contains 238705 members 
Mstep: Class 27 contains 37559 members 
Mstep: Class 28 contains 4543 members 
Mstep: Class 29 contains 5894 members 
Mstep: Class 30 contains 104343 members 
Mstep: Class 31 contains 7377 members 
Mstep: Class 32 contains 3090 members 
Mstep: Class 33 contains 83599 members 
Mstep: Class 34 contains 8458 members 
Mstep: Class 35 contains 6482 members 
Mstep: Class 36 contains 2264 members 
Mstep: Class 37 contains 5886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235445136.000000 Penalty: 133086.203125
Iteration 86Q: 38 clusters Score -2.354451e+08 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 11437 members 
Mstep: Class 3 contains 57448 members 
Mstep: Class 4 contains 9267 members 
Mstep: Class 5 contains 3894 members 
Mstep: Class 6 contains 16795 members 
Mstep: Class 7 contains 13322 members 
Mstep: Class 8 contains 130643 members 
Mstep: Class 9 contains 10426 members 
Mstep: Class 10 contains 201535 members 
Mstep: Class 11 contains 210399 members 
Mstep: Class 12 contains 11847 members 
Mstep: Class 13 contains 318725 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 39870 members 
Mstep: Class 16 contains 49077 members 
Mstep: Class 17 contains 18914 members 
Mstep: Class 18 contains 16337 members 
Mstep: Class 19 contains 6383 members 
Mstep: Class 20 contains 5535 members 
Mstep: Class 21 contains 39819 members 
Mstep: Class 22 contains 29504 members 
Mstep: Class 23 contains 175692 members 
Mstep: Class 24 contains 94903 members 
Mstep: Class 25 contains 6459 members 
Mstep: Class 26 contains 238324 members 
Mstep: Class 27 contains 37424 members 
Mstep: Class 28 contains 4525 members 
Mstep: Class 29 contains 5895 members 
Mstep: Class 30 contains 104179 members 
Mstep: Class 31 contains 7413 members 
Mstep: Class 32 contains 3099 members 
Mstep: Class 33 contains 83603 members 
Mstep: Class 34 contains 8502 members 
Mstep: Class 35 contains 6665 members 
Mstep: Class 36 contains 2260 members 
Mstep: Class 37 contains 6149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235445024.000000 Penalty: 133086.203125
Iteration 87Q: 38 clusters Score -2.35445e+08 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 11412 members 
Mstep: Class 3 contains 57439 members 
Mstep: Class 4 contains 9273 members 
Mstep: Class 5 contains 3917 members 
Mstep: Class 6 contains 16804 members 
Mstep: Class 7 contains 13312 members 
Mstep: Class 8 contains 130438 members 
Mstep: Class 9 contains 10453 members 
Mstep: Class 10 contains 201801 members 
Mstep: Class 11 contains 210272 members 
Mstep: Class 12 contains 11859 members 
Mstep: Class 13 contains 318973 members 
Mstep: Class 14 contains 432 members 
Mstep: Class 15 contains 39977 members 
Mstep: Class 16 contains 48749 members 
Mstep: Class 17 contains 18943 members 
Mstep: Class 18 contains 16336 members 
Mstep: Class 19 contains 6407 members 
Mstep: Class 20 contains 5527 members 
Mstep: Class 21 contains 39851 members 
Mstep: Class 22 contains 29469 members 
Mstep: Class 23 contains 175736 members 
Mstep: Class 24 contains 94873 members 
Mstep: Class 25 contains 6570 members 
Mstep: Class 26 contains 238000 members 
Mstep: Class 27 contains 37290 members 
Mstep: Class 28 contains 4507 members 
Mstep: Class 29 contains 5886 members 
Mstep: Class 30 contains 104018 members 
Mstep: Class 31 contains 7455 members 
Mstep: Class 32 contains 3103 members 
Mstep: Class 33 contains 83602 members 
Mstep: Class 34 contains 8552 members 
Mstep: Class 35 contains 6818 members 
Mstep: Class 36 contains 2256 members 
Mstep: Class 37 contains 6389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235445296.000000 Penalty: 133086.203125
Iteration 88Q: 38 clusters Score -2.354453e+08 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 11390 members 
Mstep: Class 3 contains 57430 members 
Mstep: Class 4 contains 9275 members 
Mstep: Class 5 contains 3925 members 
Mstep: Class 6 contains 16807 members 
Mstep: Class 7 contains 13305 members 
Mstep: Class 8 contains 130286 members 
Mstep: Class 9 contains 10518 members 
Mstep: Class 10 contains 202037 members 
Mstep: Class 11 contains 210173 members 
Mstep: Class 12 contains 11880 members 
Mstep: Class 13 contains 319234 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 40076 members 
Mstep: Class 16 contains 48455 members 
Mstep: Class 17 contains 18941 members 
Mstep: Class 18 contains 16331 members 
Mstep: Class 19 contains 6425 members 
Mstep: Class 20 contains 5524 members 
Mstep: Class 21 contains 39870 members 
Mstep: Class 22 contains 29457 members 
Mstep: Class 23 contains 175774 members 
Mstep: Class 24 contains 94832 members 
Mstep: Class 25 contains 6683 members 
Mstep: Class 26 contains 237720 members 
Mstep: Class 27 contains 37119 members 
Mstep: Class 28 contains 4483 members 
Mstep: Class 29 contains 5883 members 
Mstep: Class 30 contains 103852 members 
Mstep: Class 31 contains 7478 members 
Mstep: Class 32 contains 3109 members 
Mstep: Class 33 contains 83612 members 
Mstep: Class 34 contains 8583 members 
Mstep: Class 35 contains 6937 members 
Mstep: Class 36 contains 2253 members 
Mstep: Class 37 contains 6607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235445856.000000 Penalty: 133086.203125
Iteration 89Q: 38 clusters Score -2.354459e+08 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 11374 members 
Mstep: Class 3 contains 57432 members 
Mstep: Class 4 contains 9277 members 
Mstep: Class 5 contains 3929 members 
Mstep: Class 6 contains 16820 members 
Mstep: Class 7 contains 13301 members 
Mstep: Class 8 contains 130179 members 
Mstep: Class 9 contains 10606 members 
Mstep: Class 10 contains 202251 members 
Mstep: Class 11 contains 210093 members 
Mstep: Class 12 contains 11894 members 
Mstep: Class 13 contains 319437 members 
Mstep: Class 14 contains 437 members 
Mstep: Class 15 contains 40176 members 
Mstep: Class 16 contains 48179 members 
Mstep: Class 17 contains 18944 members 
Mstep: Class 18 contains 16331 members 
Mstep: Class 19 contains 6433 members 
Mstep: Class 20 contains 5520 members 
Mstep: Class 21 contains 39892 members 
Mstep: Class 22 contains 29434 members 
Mstep: Class 23 contains 175782 members 
Mstep: Class 24 contains 94799 members 
Mstep: Class 25 contains 6788 members 
Mstep: Class 26 contains 237475 members 
Mstep: Class 27 contains 36946 members 
Mstep: Class 28 contains 4467 members 
Mstep: Class 29 contains 5886 members 
Mstep: Class 30 contains 103702 members 
Mstep: Class 31 contains 7520 members 
Mstep: Class 32 contains 3114 members 
Mstep: Class 33 contains 83606 members 
Mstep: Class 34 contains 8604 members 
Mstep: Class 35 contains 7043 members 
Mstep: Class 36 contains 2251 members 
Mstep: Class 37 contains 6779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235446592.000000 Penalty: 133086.203125
Iteration 90Q: 38 clusters Score -2.354466e+08 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 11366 members 
Mstep: Class 3 contains 57435 members 
Mstep: Class 4 contains 9283 members 
Mstep: Class 5 contains 3936 members 
Mstep: Class 6 contains 16827 members 
Mstep: Class 7 contains 13304 members 
Mstep: Class 8 contains 130065 members 
Mstep: Class 9 contains 10628 members 
Mstep: Class 10 contains 202473 members 
Mstep: Class 11 contains 210036 members 
Mstep: Class 12 contains 11896 members 
Mstep: Class 13 contains 319645 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 40258 members 
Mstep: Class 16 contains 47905 members 
Mstep: Class 17 contains 18925 members 
Mstep: Class 18 contains 16347 members 
Mstep: Class 19 contains 6453 members 
Mstep: Class 20 contains 5525 members 
Mstep: Class 21 contains 39895 members 
Mstep: Class 22 contains 29418 members 
Mstep: Class 23 contains 175788 members 
Mstep: Class 24 contains 94760 members 
Mstep: Class 25 contains 6924 members 
Mstep: Class 26 contains 237267 members 
Mstep: Class 27 contains 36782 members 
Mstep: Class 28 contains 4440 members 
Mstep: Class 29 contains 5882 members 
Mstep: Class 30 contains 103591 members 
Mstep: Class 31 contains 7559 members 
Mstep: Class 32 contains 3116 members 
Mstep: Class 33 contains 83599 members 
Mstep: Class 34 contains 8623 members 
Mstep: Class 35 contains 7143 members 
Mstep: Class 36 contains 2248 members 
Mstep: Class 37 contains 6916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235446560.000000 Penalty: 133086.203125
Iteration 91Q: 38 clusters Score -2.354466e+08 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 11357 members 
Mstep: Class 3 contains 57439 members 
Mstep: Class 4 contains 9283 members 
Mstep: Class 5 contains 3939 members 
Mstep: Class 6 contains 16832 members 
Mstep: Class 7 contains 13301 members 
Mstep: Class 8 contains 129931 members 
Mstep: Class 9 contains 10655 members 
Mstep: Class 10 contains 202635 members 
Mstep: Class 11 contains 209984 members 
Mstep: Class 12 contains 11906 members 
Mstep: Class 13 contains 319847 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 40321 members 
Mstep: Class 16 contains 47639 members 
Mstep: Class 17 contains 18919 members 
Mstep: Class 18 contains 16363 members 
Mstep: Class 19 contains 6454 members 
Mstep: Class 20 contains 5533 members 
Mstep: Class 21 contains 39909 members 
Mstep: Class 22 contains 29409 members 
Mstep: Class 23 contains 175799 members 
Mstep: Class 24 contains 94742 members 
Mstep: Class 25 contains 7053 members 
Mstep: Class 26 contains 237080 members 
Mstep: Class 27 contains 36612 members 
Mstep: Class 28 contains 4427 members 
Mstep: Class 29 contains 5875 members 
Mstep: Class 30 contains 103538 members 
Mstep: Class 31 contains 7599 members 
Mstep: Class 32 contains 3116 members 
Mstep: Class 33 contains 83597 members 
Mstep: Class 34 contains 8640 members 
Mstep: Class 35 contains 7231 members 
Mstep: Class 36 contains 2246 members 
Mstep: Class 37 contains 7044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235446832.000000 Penalty: 133086.203125
Iteration 92Q: 38 clusters Score -2.354468e+08 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 11343 members 
Mstep: Class 3 contains 57442 members 
Mstep: Class 4 contains 9285 members 
Mstep: Class 5 contains 3954 members 
Mstep: Class 6 contains 16838 members 
Mstep: Class 7 contains 13302 members 
Mstep: Class 8 contains 129797 members 
Mstep: Class 9 contains 10719 members 
Mstep: Class 10 contains 202753 members 
Mstep: Class 11 contains 209919 members 
Mstep: Class 12 contains 11919 members 
Mstep: Class 13 contains 320018 members 
Mstep: Class 14 contains 444 members 
Mstep: Class 15 contains 40381 members 
Mstep: Class 16 contains 47403 members 
Mstep: Class 17 contains 18939 members 
Mstep: Class 18 contains 16366 members 
Mstep: Class 19 contains 6459 members 
Mstep: Class 20 contains 5534 members 
Mstep: Class 21 contains 39937 members 
Mstep: Class 22 contains 29390 members 
Mstep: Class 23 contains 175806 members 
Mstep: Class 24 contains 94702 members 
Mstep: Class 25 contains 7150 members 
Mstep: Class 26 contains 236968 members 
Mstep: Class 27 contains 36438 members 
Mstep: Class 28 contains 4414 members 
Mstep: Class 29 contains 5865 members 
Mstep: Class 30 contains 103531 members 
Mstep: Class 31 contains 7635 members 
Mstep: Class 32 contains 3120 members 
Mstep: Class 33 contains 83592 members 
Mstep: Class 34 contains 8654 members 
Mstep: Class 35 contains 7310 members 
Mstep: Class 36 contains 2244 members 
Mstep: Class 37 contains 7128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235446608.000000 Penalty: 133086.203125
Iteration 93Q: 38 clusters Score -2.354466e+08 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 11332 members 
Mstep: Class 3 contains 57443 members 
Mstep: Class 4 contains 9287 members 
Mstep: Class 5 contains 3967 members 
Mstep: Class 6 contains 16846 members 
Mstep: Class 7 contains 13299 members 
Mstep: Class 8 contains 129666 members 
Mstep: Class 9 contains 10814 members 
Mstep: Class 10 contains 202840 members 
Mstep: Class 11 contains 209879 members 
Mstep: Class 12 contains 11928 members 
Mstep: Class 13 contains 320213 members 
Mstep: Class 14 contains 446 members 
Mstep: Class 15 contains 40425 members 
Mstep: Class 16 contains 47188 members 
Mstep: Class 17 contains 18950 members 
Mstep: Class 18 contains 16375 members 
Mstep: Class 19 contains 6465 members 
Mstep: Class 20 contains 5539 members 
Mstep: Class 21 contains 39964 members 
Mstep: Class 22 contains 29375 members 
Mstep: Class 23 contains 175820 members 
Mstep: Class 24 contains 94648 members 
Mstep: Class 25 contains 7245 members 
Mstep: Class 26 contains 236874 members 
Mstep: Class 27 contains 36227 members 
Mstep: Class 28 contains 4400 members 
Mstep: Class 29 contains 5855 members 
Mstep: Class 30 contains 103508 members 
Mstep: Class 31 contains 7653 members 
Mstep: Class 32 contains 3129 members 
Mstep: Class 33 contains 83588 members 
Mstep: Class 34 contains 8673 members 
Mstep: Class 35 contains 7384 members 
Mstep: Class 36 contains 2242 members 
Mstep: Class 37 contains 7223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235446832.000000 Penalty: 133086.203125
Iteration 94Q: 38 clusters Score -2.354468e+08 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 11325 members 
Mstep: Class 3 contains 57440 members 
Mstep: Class 4 contains 9286 members 
Mstep: Class 5 contains 3975 members 
Mstep: Class 6 contains 16858 members 
Mstep: Class 7 contains 13300 members 
Mstep: Class 8 contains 129552 members 
Mstep: Class 9 contains 10905 members 
Mstep: Class 10 contains 202929 members 
Mstep: Class 11 contains 209865 members 
Mstep: Class 12 contains 11946 members 
Mstep: Class 13 contains 320370 members 
Mstep: Class 14 contains 448 members 
Mstep: Class 15 contains 40489 members 
Mstep: Class 16 contains 47000 members 
Mstep: Class 17 contains 18951 members 
Mstep: Class 18 contains 16379 members 
Mstep: Class 19 contains 6466 members 
Mstep: Class 20 contains 5536 members 
Mstep: Class 21 contains 39989 members 
Mstep: Class 22 contains 29356 members 
Mstep: Class 23 contains 175821 members 
Mstep: Class 24 contains 94623 members 
Mstep: Class 25 contains 7341 members 
Mstep: Class 26 contains 236795 members 
Mstep: Class 27 contains 35973 members 
Mstep: Class 28 contains 4384 members 
Mstep: Class 29 contains 5846 members 
Mstep: Class 30 contains 103490 members 
Mstep: Class 31 contains 7682 members 
Mstep: Class 32 contains 3127 members 
Mstep: Class 33 contains 83571 members 
Mstep: Class 34 contains 8700 members 
Mstep: Class 35 contains 7453 members 
Mstep: Class 36 contains 2240 members 
Mstep: Class 37 contains 7298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235446640.000000 Penalty: 133086.203125
Iteration 95Q: 38 clusters Score -2.354466e+08 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 11318 members 
Mstep: Class 3 contains 57443 members 
Mstep: Class 4 contains 9291 members 
Mstep: Class 5 contains 3978 members 
Mstep: Class 6 contains 16864 members 
Mstep: Class 7 contains 13302 members 
Mstep: Class 8 contains 129457 members 
Mstep: Class 9 contains 11013 members 
Mstep: Class 10 contains 203012 members 
Mstep: Class 11 contains 209914 members 
Mstep: Class 12 contains 11958 members 
Mstep: Class 13 contains 320528 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 40545 members 
Mstep: Class 16 contains 46800 members 
Mstep: Class 17 contains 18957 members 
Mstep: Class 18 contains 16381 members 
Mstep: Class 19 contains 6471 members 
Mstep: Class 20 contains 5539 members 
Mstep: Class 21 contains 39999 members 
Mstep: Class 22 contains 29342 members 
Mstep: Class 23 contains 175817 members 
Mstep: Class 24 contains 94576 members 
Mstep: Class 25 contains 7447 members 
Mstep: Class 26 contains 236723 members 
Mstep: Class 27 contains 35682 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 5838 members 
Mstep: Class 30 contains 103464 members 
Mstep: Class 31 contains 7705 members 
Mstep: Class 32 contains 3123 members 
Mstep: Class 33 contains 83564 members 
Mstep: Class 34 contains 8722 members 
Mstep: Class 35 contains 7522 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 7358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235446848.000000 Penalty: 133086.203125
Iteration 96Q: 38 clusters Score -2.354468e+08 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 11313 members 
Mstep: Class 3 contains 57453 members 
Mstep: Class 4 contains 9295 members 
Mstep: Class 5 contains 3985 members 
Mstep: Class 6 contains 16866 members 
Mstep: Class 7 contains 13300 members 
Mstep: Class 8 contains 129359 members 
Mstep: Class 9 contains 11112 members 
Mstep: Class 10 contains 203102 members 
Mstep: Class 11 contains 209980 members 
Mstep: Class 12 contains 11969 members 
Mstep: Class 13 contains 320676 members 
Mstep: Class 14 contains 453 members 
Mstep: Class 15 contains 40587 members 
Mstep: Class 16 contains 46627 members 
Mstep: Class 17 contains 18940 members 
Mstep: Class 18 contains 16383 members 
Mstep: Class 19 contains 6470 members 
Mstep: Class 20 contains 5538 members 
Mstep: Class 21 contains 40018 members 
Mstep: Class 22 contains 29326 members 
Mstep: Class 23 contains 175834 members 
Mstep: Class 24 contains 94556 members 
Mstep: Class 25 contains 7540 members 
Mstep: Class 26 contains 236628 members 
Mstep: Class 27 contains 35396 members 
Mstep: Class 28 contains 4355 members 
Mstep: Class 29 contains 5824 members 
Mstep: Class 30 contains 103448 members 
Mstep: Class 31 contains 7734 members 
Mstep: Class 32 contains 3111 members 
Mstep: Class 33 contains 83550 members 
Mstep: Class 34 contains 8733 members 
Mstep: Class 35 contains 7585 members 
Mstep: Class 36 contains 2235 members 
Mstep: Class 37 contains 7429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235446832.000000 Penalty: 133086.203125
Iteration 97Q: 38 clusters Score -2.354468e+08 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 11307 members 
Mstep: Class 3 contains 57446 members 
Mstep: Class 4 contains 9299 members 
Mstep: Class 5 contains 3989 members 
Mstep: Class 6 contains 16867 members 
Mstep: Class 7 contains 13300 members 
Mstep: Class 8 contains 129277 members 
Mstep: Class 9 contains 11220 members 
Mstep: Class 10 contains 203196 members 
Mstep: Class 11 contains 210036 members 
Mstep: Class 12 contains 11974 members 
Mstep: Class 13 contains 320820 members 
Mstep: Class 14 contains 456 members 
Mstep: Class 15 contains 40629 members 
Mstep: Class 16 contains 46464 members 
Mstep: Class 17 contains 18914 members 
Mstep: Class 18 contains 16386 members 
Mstep: Class 19 contains 6475 members 
Mstep: Class 20 contains 5542 members 
Mstep: Class 21 contains 40021 members 
Mstep: Class 22 contains 29311 members 
Mstep: Class 23 contains 175862 members 
Mstep: Class 24 contains 94528 members 
Mstep: Class 25 contains 7630 members 
Mstep: Class 26 contains 236541 members 
Mstep: Class 27 contains 35123 members 
Mstep: Class 28 contains 4341 members 
Mstep: Class 29 contains 5814 members 
Mstep: Class 30 contains 103439 members 
Mstep: Class 31 contains 7754 members 
Mstep: Class 32 contains 3114 members 
Mstep: Class 33 contains 83539 members 
Mstep: Class 34 contains 8744 members 
Mstep: Class 35 contains 7636 members 
Mstep: Class 36 contains 2232 members 
Mstep: Class 37 contains 7491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235447088.000000 Penalty: 133086.203125
Iteration 98Q: 38 clusters Score -2.354471e+08 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 11301 members 
Mstep: Class 3 contains 57460 members 
Mstep: Class 4 contains 9300 members 
Mstep: Class 5 contains 3994 members 
Mstep: Class 6 contains 16872 members 
Mstep: Class 7 contains 13297 members 
Mstep: Class 8 contains 129196 members 
Mstep: Class 9 contains 11313 members 
Mstep: Class 10 contains 203268 members 
Mstep: Class 11 contains 210095 members 
Mstep: Class 12 contains 11980 members 
Mstep: Class 13 contains 320971 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 40664 members 
Mstep: Class 16 contains 46312 members 
Mstep: Class 17 contains 18897 members 
Mstep: Class 18 contains 16394 members 
Mstep: Class 19 contains 6478 members 
Mstep: Class 20 contains 5548 members 
Mstep: Class 21 contains 40025 members 
Mstep: Class 22 contains 29299 members 
Mstep: Class 23 contains 175857 members 
Mstep: Class 24 contains 94509 members 
Mstep: Class 25 contains 7710 members 
Mstep: Class 26 contains 236511 members 
Mstep: Class 27 contains 34817 members 
Mstep: Class 28 contains 4319 members 
Mstep: Class 29 contains 5804 members 
Mstep: Class 30 contains 103432 members 
Mstep: Class 31 contains 7770 members 
Mstep: Class 32 contains 3118 members 
Mstep: Class 33 contains 83541 members 
Mstep: Class 34 contains 8752 members 
Mstep: Class 35 contains 7678 members 
Mstep: Class 36 contains 2229 members 
Mstep: Class 37 contains 7552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235446944.000000 Penalty: 133086.203125
Iteration 99Q: 38 clusters Score -2.354469e+08 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 11292 members 
Mstep: Class 3 contains 57460 members 
Mstep: Class 4 contains 9301 members 
Mstep: Class 5 contains 3997 members 
Mstep: Class 6 contains 16877 members 
Mstep: Class 7 contains 13296 members 
Mstep: Class 8 contains 129112 members 
Mstep: Class 9 contains 11441 members 
Mstep: Class 10 contains 203286 members 
Mstep: Class 11 contains 210176 members 
Mstep: Class 12 contains 11986 members 
Mstep: Class 13 contains 321087 members 
Mstep: Class 14 contains 460 members 
Mstep: Class 15 contains 40702 members 
Mstep: Class 16 contains 46208 members 
Mstep: Class 17 contains 18878 members 
Mstep: Class 18 contains 16396 members 
Mstep: Class 19 contains 6477 members 
Mstep: Class 20 contains 5537 members 
Mstep: Class 21 contains 40041 members 
Mstep: Class 22 contains 29291 members 
Mstep: Class 23 contains 175862 members 
Mstep: Class 24 contains 94462 members 
Mstep: Class 25 contains 7765 members 
Mstep: Class 26 contains 236508 members 
Mstep: Class 27 contains 34515 members 
Mstep: Class 28 contains 4297 members 
Mstep: Class 29 contains 5803 members 
Mstep: Class 30 contains 103449 members 
Mstep: Class 31 contains 7795 members 
Mstep: Class 32 contains 3115 members 
Mstep: Class 33 contains 83534 members 
Mstep: Class 34 contains 8765 members 
Mstep: Class 35 contains 7730 members 
Mstep: Class 36 contains 2227 members 
Mstep: Class 37 contains 7603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235447504.000000 Penalty: 133086.203125
Iteration 100F: 38 clusters Score -2.354475e+08 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 11278 members 
Mstep: Class 3 contains 57453 members 
Mstep: Class 4 contains 9305 members 
Mstep: Class 5 contains 4000 members 
Mstep: Class 6 contains 16882 members 
Mstep: Class 7 contains 13295 members 
Mstep: Class 8 contains 129033 members 
Mstep: Class 9 contains 11553 members 
Mstep: Class 10 contains 203319 members 
Mstep: Class 11 contains 210253 members 
Mstep: Class 12 contains 11992 members 
Mstep: Class 13 contains 321178 members 
Mstep: Class 14 contains 486 members 
Mstep: Class 15 contains 40738 members 
Mstep: Class 16 contains 46102 members 
Mstep: Class 17 contains 18857 members 
Mstep: Class 18 contains 16402 members 
Mstep: Class 19 contains 6479 members 
Mstep: Class 20 contains 5531 members 
Mstep: Class 21 contains 40056 members 
Mstep: Class 22 contains 29282 members 
Mstep: Class 23 contains 175861 members 
Mstep: Class 24 contains 94435 members 
Mstep: Class 25 contains 7825 members 
Mstep: Class 26 contains 236499 members 
Mstep: Class 27 contains 34249 members 
Mstep: Class 28 contains 4274 members 
Mstep: Class 29 contains 5799 members 
Mstep: Class 30 contains 103472 members 
Mstep: Class 31 contains 7825 members 
Mstep: Class 32 contains 3110 members 
Mstep: Class 33 contains 83521 members 
Mstep: Class 34 contains 8779 members 
Mstep: Class 35 contains 7762 members 
Mstep: Class 36 contains 2223 members 
Mstep: Class 37 contains 7646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235449200.000000 Penalty: 133086.203125
Iteration 101Q: 38 clusters Score -2.354492e+08 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 11271 members 
Mstep: Class 3 contains 57442 members 
Mstep: Class 4 contains 9306 members 
Mstep: Class 5 contains 4003 members 
Mstep: Class 6 contains 16890 members 
Mstep: Class 7 contains 13295 members 
Mstep: Class 8 contains 128948 members 
Mstep: Class 9 contains 11657 members 
Mstep: Class 10 contains 203325 members 
Mstep: Class 11 contains 210306 members 
Mstep: Class 12 contains 11996 members 
Mstep: Class 13 contains 321273 members 
Mstep: Class 14 contains 488 members 
Mstep: Class 15 contains 40778 members 
Mstep: Class 16 contains 46011 members 
Mstep: Class 17 contains 18828 members 
Mstep: Class 18 contains 16409 members 
Mstep: Class 19 contains 6477 members 
Mstep: Class 20 contains 5530 members 
Mstep: Class 21 contains 40073 members 
Mstep: Class 22 contains 29271 members 
Mstep: Class 23 contains 175843 members 
Mstep: Class 24 contains 94412 members 
Mstep: Class 25 contains 7876 members 
Mstep: Class 26 contains 236544 members 
Mstep: Class 27 contains 33995 members 
Mstep: Class 28 contains 4253 members 
Mstep: Class 29 contains 5799 members 
Mstep: Class 30 contains 103509 members 
Mstep: Class 31 contains 7840 members 
Mstep: Class 32 contains 3116 members 
Mstep: Class 33 contains 83507 members 
Mstep: Class 34 contains 8791 members 
Mstep: Class 35 contains 7791 members 
Mstep: Class 36 contains 2229 members 
Mstep: Class 37 contains 7682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235449408.000000 Penalty: 133086.203125
Iteration 102Q: 38 clusters Score -2.354494e+08 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 11264 members 
Mstep: Class 3 contains 57433 members 
Mstep: Class 4 contains 9312 members 
Mstep: Class 5 contains 4011 members 
Mstep: Class 6 contains 16901 members 
Mstep: Class 7 contains 13294 members 
Mstep: Class 8 contains 128874 members 
Mstep: Class 9 contains 11761 members 
Mstep: Class 10 contains 203340 members 
Mstep: Class 11 contains 210368 members 
Mstep: Class 12 contains 11997 members 
Mstep: Class 13 contains 321369 members 
Mstep: Class 14 contains 481 members 
Mstep: Class 15 contains 40814 members 
Mstep: Class 16 contains 45919 members 
Mstep: Class 17 contains 18797 members 
Mstep: Class 18 contains 16413 members 
Mstep: Class 19 contains 6477 members 
Mstep: Class 20 contains 5524 members 
Mstep: Class 21 contains 40095 members 
Mstep: Class 22 contains 29265 members 
Mstep: Class 23 contains 175821 members 
Mstep: Class 24 contains 94400 members 
Mstep: Class 25 contains 7914 members 
Mstep: Class 26 contains 236577 members 
Mstep: Class 27 contains 33747 members 
Mstep: Class 28 contains 4238 members 
Mstep: Class 29 contains 5798 members 
Mstep: Class 30 contains 103537 members 
Mstep: Class 31 contains 7864 members 
Mstep: Class 32 contains 3113 members 
Mstep: Class 33 contains 83492 members 
Mstep: Class 34 contains 8801 members 
Mstep: Class 35 contains 7809 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 7709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235449344.000000 Penalty: 133086.203125
Iteration 103Q: 38 clusters Score -2.354493e+08 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 11257 members 
Mstep: Class 3 contains 57424 members 
Mstep: Class 4 contains 9318 members 
Mstep: Class 5 contains 4013 members 
Mstep: Class 6 contains 16908 members 
Mstep: Class 7 contains 13293 members 
Mstep: Class 8 contains 128800 members 
Mstep: Class 9 contains 11843 members 
Mstep: Class 10 contains 203373 members 
Mstep: Class 11 contains 210442 members 
Mstep: Class 12 contains 12005 members 
Mstep: Class 13 contains 321480 members 
Mstep: Class 14 contains 477 members 
Mstep: Class 15 contains 40856 members 
Mstep: Class 16 contains 45807 members 
Mstep: Class 17 contains 18763 members 
Mstep: Class 18 contains 16423 members 
Mstep: Class 19 contains 6476 members 
Mstep: Class 20 contains 5525 members 
Mstep: Class 21 contains 40107 members 
Mstep: Class 22 contains 29255 members 
Mstep: Class 23 contains 175790 members 
Mstep: Class 24 contains 94378 members 
Mstep: Class 25 contains 7951 members 
Mstep: Class 26 contains 236618 members 
Mstep: Class 27 contains 33517 members 
Mstep: Class 28 contains 4211 members 
Mstep: Class 29 contains 5798 members 
Mstep: Class 30 contains 103564 members 
Mstep: Class 31 contains 7894 members 
Mstep: Class 32 contains 3103 members 
Mstep: Class 33 contains 83478 members 
Mstep: Class 34 contains 8809 members 
Mstep: Class 35 contains 7824 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 7747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235449312.000000 Penalty: 133086.203125
Iteration 104Q: 38 clusters Score -2.354493e+08 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 11248 members 
Mstep: Class 3 contains 57426 members 
Mstep: Class 4 contains 9326 members 
Mstep: Class 5 contains 4011 members 
Mstep: Class 6 contains 16911 members 
Mstep: Class 7 contains 13291 members 
Mstep: Class 8 contains 128714 members 
Mstep: Class 9 contains 11935 members 
Mstep: Class 10 contains 203399 members 
Mstep: Class 11 contains 210482 members 
Mstep: Class 12 contains 12006 members 
Mstep: Class 13 contains 321573 members 
Mstep: Class 14 contains 477 members 
Mstep: Class 15 contains 40893 members 
Mstep: Class 16 contains 45699 members 
Mstep: Class 17 contains 18729 members 
Mstep: Class 18 contains 16429 members 
Mstep: Class 19 contains 6483 members 
Mstep: Class 20 contains 5526 members 
Mstep: Class 21 contains 40115 members 
Mstep: Class 22 contains 29252 members 
Mstep: Class 23 contains 175764 members 
Mstep: Class 24 contains 94370 members 
Mstep: Class 25 contains 7985 members 
Mstep: Class 26 contains 236647 members 
Mstep: Class 27 contains 33307 members 
Mstep: Class 28 contains 4189 members 
Mstep: Class 29 contains 5799 members 
Mstep: Class 30 contains 103618 members 
Mstep: Class 31 contains 7930 members 
Mstep: Class 32 contains 3099 members 
Mstep: Class 33 contains 83466 members 
Mstep: Class 34 contains 8817 members 
Mstep: Class 35 contains 7842 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 7771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235449392.000000 Penalty: 133086.203125
Iteration 105Q: 38 clusters Score -2.354494e+08 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 11240 members 
Mstep: Class 3 contains 57423 members 
Mstep: Class 4 contains 9329 members 
Mstep: Class 5 contains 4012 members 
Mstep: Class 6 contains 16909 members 
Mstep: Class 7 contains 13287 members 
Mstep: Class 8 contains 128634 members 
Mstep: Class 9 contains 12023 members 
Mstep: Class 10 contains 203415 members 
Mstep: Class 11 contains 210518 members 
Mstep: Class 12 contains 12011 members 
Mstep: Class 13 contains 321670 members 
Mstep: Class 14 contains 477 members 
Mstep: Class 15 contains 40926 members 
Mstep: Class 16 contains 45594 members 
Mstep: Class 17 contains 18696 members 
Mstep: Class 18 contains 16429 members 
Mstep: Class 19 contains 6490 members 
Mstep: Class 20 contains 5528 members 
Mstep: Class 21 contains 40125 members 
Mstep: Class 22 contains 29255 members 
Mstep: Class 23 contains 175764 members 
Mstep: Class 24 contains 94360 members 
Mstep: Class 25 contains 8019 members 
Mstep: Class 26 contains 236680 members 
Mstep: Class 27 contains 33104 members 
Mstep: Class 28 contains 4165 members 
Mstep: Class 29 contains 5797 members 
Mstep: Class 30 contains 103656 members 
Mstep: Class 31 contains 7965 members 
Mstep: Class 32 contains 3090 members 
Mstep: Class 33 contains 83459 members 
Mstep: Class 34 contains 8823 members 
Mstep: Class 35 contains 7863 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 7794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235449344.000000 Penalty: 133086.203125
Iteration 106Q: 38 clusters Score -2.354493e+08 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 11229 members 
Mstep: Class 3 contains 57412 members 
Mstep: Class 4 contains 9330 members 
Mstep: Class 5 contains 4016 members 
Mstep: Class 6 contains 16907 members 
Mstep: Class 7 contains 13285 members 
Mstep: Class 8 contains 128574 members 
Mstep: Class 9 contains 12088 members 
Mstep: Class 10 contains 203430 members 
Mstep: Class 11 contains 210595 members 
Mstep: Class 12 contains 12013 members 
Mstep: Class 13 contains 321758 members 
Mstep: Class 14 contains 477 members 
Mstep: Class 15 contains 40957 members 
Mstep: Class 16 contains 45484 members 
Mstep: Class 17 contains 18662 members 
Mstep: Class 18 contains 16439 members 
Mstep: Class 19 contains 6499 members 
Mstep: Class 20 contains 5533 members 
Mstep: Class 21 contains 40137 members 
Mstep: Class 22 contains 29255 members 
Mstep: Class 23 contains 175751 members 
Mstep: Class 24 contains 94348 members 
Mstep: Class 25 contains 8052 members 
Mstep: Class 26 contains 236710 members 
Mstep: Class 27 contains 32899 members 
Mstep: Class 28 contains 4151 members 
Mstep: Class 29 contains 5798 members 
Mstep: Class 30 contains 103670 members 
Mstep: Class 31 contains 8001 members 
Mstep: Class 32 contains 3086 members 
Mstep: Class 33 contains 83453 members 
Mstep: Class 34 contains 8828 members 
Mstep: Class 35 contains 7889 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 7811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235449488.000000 Penalty: 133086.203125
Iteration 107Q: 38 clusters Score -2.354495e+08 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 11212 members 
Mstep: Class 3 contains 57407 members 
Mstep: Class 4 contains 9326 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 6 contains 16910 members 
Mstep: Class 7 contains 13286 members 
Mstep: Class 8 contains 128502 members 
Mstep: Class 9 contains 12125 members 
Mstep: Class 10 contains 203418 members 
Mstep: Class 11 contains 210669 members 
Mstep: Class 12 contains 12016 members 
Mstep: Class 13 contains 321832 members 
Mstep: Class 14 contains 477 members 
Mstep: Class 15 contains 41006 members 
Mstep: Class 16 contains 45369 members 
Mstep: Class 17 contains 18641 members 
Mstep: Class 18 contains 16444 members 
Mstep: Class 19 contains 6499 members 
Mstep: Class 20 contains 5545 members 
Mstep: Class 21 contains 40150 members 
Mstep: Class 22 contains 29249 members 
Mstep: Class 23 contains 175731 members 
Mstep: Class 24 contains 94330 members 
Mstep: Class 25 contains 8073 members 
Mstep: Class 26 contains 236765 members 
Mstep: Class 27 contains 32734 members 
Mstep: Class 28 contains 4131 members 
Mstep: Class 29 contains 5798 members 
Mstep: Class 30 contains 103704 members 
Mstep: Class 31 contains 8044 members 
Mstep: Class 32 contains 3086 members 
Mstep: Class 33 contains 83442 members 
Mstep: Class 34 contains 8838 members 
Mstep: Class 35 contains 7919 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 7830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235449072.000000 Penalty: 133086.203125
Iteration 108Q: 38 clusters Score -2.354491e+08 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 11200 members 
Mstep: Class 3 contains 57410 members 
Mstep: Class 4 contains 9326 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 16915 members 
Mstep: Class 7 contains 13288 members 
Mstep: Class 8 contains 128449 members 
Mstep: Class 9 contains 12160 members 
Mstep: Class 10 contains 203393 members 
Mstep: Class 11 contains 210738 members 
Mstep: Class 12 contains 12022 members 
Mstep: Class 13 contains 321912 members 
Mstep: Class 14 contains 477 members 
Mstep: Class 15 contains 41027 members 
Mstep: Class 16 contains 45277 members 
Mstep: Class 17 contains 18599 members 
Mstep: Class 18 contains 16448 members 
Mstep: Class 19 contains 6505 members 
Mstep: Class 20 contains 5549 members 
Mstep: Class 21 contains 40167 members 
Mstep: Class 22 contains 29245 members 
Mstep: Class 23 contains 175711 members 
Mstep: Class 24 contains 94301 members 
Mstep: Class 25 contains 8088 members 
Mstep: Class 26 contains 236835 members 
Mstep: Class 27 contains 32574 members 
Mstep: Class 28 contains 4123 members 
Mstep: Class 29 contains 5797 members 
Mstep: Class 30 contains 103726 members 
Mstep: Class 31 contains 8081 members 
Mstep: Class 32 contains 3087 members 
Mstep: Class 33 contains 83436 members 
Mstep: Class 34 contains 8848 members 
Mstep: Class 35 contains 7948 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 7847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235448960.000000 Penalty: 133086.203125
Iteration 109Q: 38 clusters Score -2.35449e+08 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 11193 members 
Mstep: Class 3 contains 57414 members 
Mstep: Class 4 contains 9323 members 
Mstep: Class 5 contains 4024 members 
Mstep: Class 6 contains 16916 members 
Mstep: Class 7 contains 13286 members 
Mstep: Class 8 contains 128392 members 
Mstep: Class 9 contains 12183 members 
Mstep: Class 10 contains 203355 members 
Mstep: Class 11 contains 210785 members 
Mstep: Class 12 contains 12031 members 
Mstep: Class 13 contains 321964 members 
Mstep: Class 14 contains 477 members 
Mstep: Class 15 contains 41051 members 
Mstep: Class 16 contains 45183 members 
Mstep: Class 17 contains 18578 members 
Mstep: Class 18 contains 16449 members 
Mstep: Class 19 contains 6509 members 
Mstep: Class 20 contains 5560 members 
Mstep: Class 21 contains 40185 members 
Mstep: Class 22 contains 29238 members 
Mstep: Class 23 contains 175705 members 
Mstep: Class 24 contains 94263 members 
Mstep: Class 25 contains 8109 members 
Mstep: Class 26 contains 236931 members 
Mstep: Class 27 contains 32444 members 
Mstep: Class 28 contains 4113 members 
Mstep: Class 29 contains 5798 members 
Mstep: Class 30 contains 103749 members 
Mstep: Class 31 contains 8112 members 
Mstep: Class 32 contains 3086 members 
Mstep: Class 33 contains 83430 members 
Mstep: Class 34 contains 8850 members 
Mstep: Class 35 contains 7979 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 7864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235448880.000000 Penalty: 133086.203125
Iteration 110Q: 38 clusters Score -2.354489e+08 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 11183 members 
Mstep: Class 3 contains 57406 members 
Mstep: Class 4 contains 9322 members 
Mstep: Class 5 contains 4024 members 
Mstep: Class 6 contains 16913 members 
Mstep: Class 7 contains 13282 members 
Mstep: Class 8 contains 128359 members 
Mstep: Class 9 contains 12224 members 
Mstep: Class 10 contains 203295 members 
Mstep: Class 11 contains 210845 members 
Mstep: Class 12 contains 12041 members 
Mstep: Class 13 contains 322033 members 
Mstep: Class 14 contains 477 members 
Mstep: Class 15 contains 41071 members 
Mstep: Class 16 contains 45116 members 
Mstep: Class 17 contains 18553 members 
Mstep: Class 18 contains 16444 members 
Mstep: Class 19 contains 6516 members 
Mstep: Class 20 contains 5566 members 
Mstep: Class 21 contains 40189 members 
Mstep: Class 22 contains 29231 members 
Mstep: Class 23 contains 175686 members 
Mstep: Class 24 contains 94216 members 
Mstep: Class 25 contains 8124 members 
Mstep: Class 26 contains 237026 members 
Mstep: Class 27 contains 32320 members 
Mstep: Class 28 contains 4104 members 
Mstep: Class 29 contains 5802 members 
Mstep: Class 30 contains 103757 members 
Mstep: Class 31 contains 8152 members 
Mstep: Class 32 contains 3081 members 
Mstep: Class 33 contains 83428 members 
Mstep: Class 34 contains 8870 members 
Mstep: Class 35 contains 7998 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 7876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235448944.000000 Penalty: 133086.203125
Iteration 111Q: 38 clusters Score -2.354489e+08 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 11175 members 
Mstep: Class 3 contains 57405 members 
Mstep: Class 4 contains 9320 members 
Mstep: Class 5 contains 4028 members 
Mstep: Class 6 contains 16914 members 
Mstep: Class 7 contains 13281 members 
Mstep: Class 8 contains 128303 members 
Mstep: Class 9 contains 12265 members 
Mstep: Class 10 contains 203235 members 
Mstep: Class 11 contains 210894 members 
Mstep: Class 12 contains 12049 members 
Mstep: Class 13 contains 322104 members 
Mstep: Class 14 contains 477 members 
Mstep: Class 15 contains 41089 members 
Mstep: Class 16 contains 45036 members 
Mstep: Class 17 contains 18528 members 
Mstep: Class 18 contains 16439 members 
Mstep: Class 19 contains 6515 members 
Mstep: Class 20 contains 5577 members 
Mstep: Class 21 contains 40211 members 
Mstep: Class 22 contains 29227 members 
Mstep: Class 23 contains 175680 members 
Mstep: Class 24 contains 94176 members 
Mstep: Class 25 contains 8135 members 
Mstep: Class 26 contains 237084 members 
Mstep: Class 27 contains 32205 members 
Mstep: Class 28 contains 4096 members 
Mstep: Class 29 contains 5807 members 
Mstep: Class 30 contains 103775 members 
Mstep: Class 31 contains 8196 members 
Mstep: Class 32 contains 3091 members 
Mstep: Class 33 contains 83426 members 
Mstep: Class 34 contains 8881 members 
Mstep: Class 35 contains 8016 members 
Mstep: Class 36 contains 2241 members 
Mstep: Class 37 contains 7892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235448832.000000 Penalty: 133086.203125
Iteration 112Q: 38 clusters Score -2.354488e+08 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 11176 members 
Mstep: Class 3 contains 57398 members 
Mstep: Class 4 contains 9317 members 
Mstep: Class 5 contains 4029 members 
Mstep: Class 6 contains 16913 members 
Mstep: Class 7 contains 13281 members 
Mstep: Class 8 contains 128269 members 
Mstep: Class 9 contains 12302 members 
Mstep: Class 10 contains 203180 members 
Mstep: Class 11 contains 210950 members 
Mstep: Class 12 contains 12055 members 
Mstep: Class 13 contains 322201 members 
Mstep: Class 14 contains 477 members 
Mstep: Class 15 contains 41106 members 
Mstep: Class 16 contains 44952 members 
Mstep: Class 17 contains 18496 members 
Mstep: Class 18 contains 16434 members 
Mstep: Class 19 contains 6521 members 
Mstep: Class 20 contains 5571 members 
Mstep: Class 21 contains 40226 members 
Mstep: Class 22 contains 29222 members 
Mstep: Class 23 contains 175679 members 
Mstep: Class 24 contains 94132 members 
Mstep: Class 25 contains 8146 members 
Mstep: Class 26 contains 237157 members 
Mstep: Class 27 contains 32096 members 
Mstep: Class 28 contains 4083 members 
Mstep: Class 29 contains 5808 members 
Mstep: Class 30 contains 103774 members 
Mstep: Class 31 contains 8228 members 
Mstep: Class 32 contains 3094 members 
Mstep: Class 33 contains 83415 members 
Mstep: Class 34 contains 8894 members 
Mstep: Class 35 contains 8040 members 
Mstep: Class 36 contains 2242 members 
Mstep: Class 37 contains 7908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235448496.000000 Penalty: 133086.203125
Iteration 113Q: 38 clusters Score -2.354485e+08 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 11172 members 
Mstep: Class 3 contains 57384 members 
Mstep: Class 4 contains 9313 members 
Mstep: Class 5 contains 4029 members 
Mstep: Class 6 contains 16912 members 
Mstep: Class 7 contains 13282 members 
Mstep: Class 8 contains 128221 members 
Mstep: Class 9 contains 12333 members 
Mstep: Class 10 contains 203130 members 
Mstep: Class 11 contains 211025 members 
Mstep: Class 12 contains 12060 members 
Mstep: Class 13 contains 322310 members 
Mstep: Class 14 contains 477 members 
Mstep: Class 15 contains 41112 members 
Mstep: Class 16 contains 44866 members 
Mstep: Class 17 contains 18460 members 
Mstep: Class 18 contains 16432 members 
Mstep: Class 19 contains 6530 members 
Mstep: Class 20 contains 5565 members 
Mstep: Class 21 contains 40248 members 
Mstep: Class 22 contains 29217 members 
Mstep: Class 23 contains 175663 members 
Mstep: Class 24 contains 94090 members 
Mstep: Class 25 contains 8152 members 
Mstep: Class 26 contains 237268 members 
Mstep: Class 27 contains 31983 members 
Mstep: Class 28 contains 4076 members 
Mstep: Class 29 contains 5808 members 
Mstep: Class 30 contains 103784 members 
Mstep: Class 31 contains 8247 members 
Mstep: Class 32 contains 3100 members 
Mstep: Class 33 contains 83404 members 
Mstep: Class 34 contains 8907 members 
Mstep: Class 35 contains 8052 members 
Mstep: Class 36 contains 2242 members 
Mstep: Class 37 contains 7917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235448400.000000 Penalty: 133086.203125
Iteration 114Q: 38 clusters Score -2.354484e+08 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 11167 members 
Mstep: Class 3 contains 57371 members 
Mstep: Class 4 contains 9314 members 
Mstep: Class 5 contains 4031 members 
Mstep: Class 6 contains 16912 members 
Mstep: Class 7 contains 13280 members 
Mstep: Class 8 contains 128168 members 
Mstep: Class 9 contains 12362 members 
Mstep: Class 10 contains 203075 members 
Mstep: Class 11 contains 211089 members 
Mstep: Class 12 contains 12066 members 
Mstep: Class 13 contains 322400 members 
Mstep: Class 14 contains 477 members 
Mstep: Class 15 contains 41122 members 
Mstep: Class 16 contains 44806 members 
Mstep: Class 17 contains 18429 members 
Mstep: Class 18 contains 16433 members 
Mstep: Class 19 contains 6541 members 
Mstep: Class 20 contains 5559 members 
Mstep: Class 21 contains 40269 members 
Mstep: Class 22 contains 29223 members 
Mstep: Class 23 contains 175663 members 
Mstep: Class 24 contains 94058 members 
Mstep: Class 25 contains 8161 members 
Mstep: Class 26 contains 237337 members 
Mstep: Class 27 contains 31883 members 
Mstep: Class 28 contains 4072 members 
Mstep: Class 29 contains 5809 members 
Mstep: Class 30 contains 103790 members 
Mstep: Class 31 contains 8262 members 
Mstep: Class 32 contains 3099 members 
Mstep: Class 33 contains 83387 members 
Mstep: Class 34 contains 8920 members 
Mstep: Class 35 contains 8063 members 
Mstep: Class 36 contains 2242 members 
Mstep: Class 37 contains 7932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235448400.000000 Penalty: 133086.203125
Iteration 115Q: 38 clusters Score -2.354484e+08 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 11164 members 
Mstep: Class 3 contains 57368 members 
Mstep: Class 4 contains 9312 members 
Mstep: Class 5 contains 4033 members 
Mstep: Class 6 contains 16912 members 
Mstep: Class 7 contains 13279 members 
Mstep: Class 8 contains 128124 members 
Mstep: Class 9 contains 12389 members 
Mstep: Class 10 contains 203025 members 
Mstep: Class 11 contains 211159 members 
Mstep: Class 12 contains 12078 members 
Mstep: Class 13 contains 322458 members 
Mstep: Class 14 contains 477 members 
Mstep: Class 15 contains 41121 members 
Mstep: Class 16 contains 44737 members 
Mstep: Class 17 contains 18412 members 
Mstep: Class 18 contains 16432 members 
Mstep: Class 19 contains 6550 members 
Mstep: Class 20 contains 5557 members 
Mstep: Class 21 contains 40270 members 
Mstep: Class 22 contains 29220 members 
Mstep: Class 23 contains 175663 members 
Mstep: Class 24 contains 94030 members 
Mstep: Class 25 contains 8165 members 
Mstep: Class 26 contains 237412 members 
Mstep: Class 27 contains 31785 members 
Mstep: Class 28 contains 4070 members 
Mstep: Class 29 contains 5808 members 
Mstep: Class 30 contains 103796 members 
Mstep: Class 31 contains 8286 members 
Mstep: Class 32 contains 3101 members 
Mstep: Class 33 contains 83378 members 
Mstep: Class 34 contains 8933 members 
Mstep: Class 35 contains 8080 members 
Mstep: Class 36 contains 2242 members 
Mstep: Class 37 contains 7948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235448288.000000 Penalty: 133086.203125
Iteration 116Q: 38 clusters Score -2.354483e+08 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 11161 members 
Mstep: Class 3 contains 57371 members 
Mstep: Class 4 contains 9315 members 
Mstep: Class 5 contains 4033 members 
Mstep: Class 6 contains 16912 members 
Mstep: Class 7 contains 13277 members 
Mstep: Class 8 contains 128092 members 
Mstep: Class 9 contains 12404 members 
Mstep: Class 10 contains 202991 members 
Mstep: Class 11 contains 211212 members 
Mstep: Class 12 contains 12083 members 
Mstep: Class 13 contains 322518 members 
Mstep: Class 14 contains 477 members 
Mstep: Class 15 contains 41130 members 
Mstep: Class 16 contains 44675 members 
Mstep: Class 17 contains 18389 members 
Mstep: Class 18 contains 16436 members 
Mstep: Class 19 contains 6554 members 
Mstep: Class 20 contains 5560 members 
Mstep: Class 21 contains 40277 members 
Mstep: Class 22 contains 29211 members 
Mstep: Class 23 contains 175658 members 
Mstep: Class 24 contains 93996 members 
Mstep: Class 25 contains 8172 members 
Mstep: Class 26 contains 237486 members 
Mstep: Class 27 contains 31690 members 
Mstep: Class 28 contains 4070 members 
Mstep: Class 29 contains 5808 members 
Mstep: Class 30 contains 103809 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 3101 members 
Mstep: Class 33 contains 83368 members 
Mstep: Class 34 contains 8943 members 
Mstep: Class 35 contains 8093 members 
Mstep: Class 36 contains 2242 members 
Mstep: Class 37 contains 7959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235448048.000000 Penalty: 133086.203125
Iteration 117Q: 38 clusters Score -2.35448e+08 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 11159 members 
Mstep: Class 3 contains 57370 members 
Mstep: Class 4 contains 9316 members 
Mstep: Class 5 contains 4033 members 
Mstep: Class 6 contains 16914 members 
Mstep: Class 7 contains 13277 members 
Mstep: Class 8 contains 128049 members 
Mstep: Class 9 contains 12418 members 
Mstep: Class 10 contains 202958 members 
Mstep: Class 11 contains 211264 members 
Mstep: Class 12 contains 12088 members 
Mstep: Class 13 contains 322567 members 
Mstep: Class 14 contains 477 members 
Mstep: Class 15 contains 41137 members 
Mstep: Class 16 contains 44631 members 
Mstep: Class 17 contains 18366 members 
Mstep: Class 18 contains 16443 members 
Mstep: Class 19 contains 6556 members 
Mstep: Class 20 contains 5557 members 
Mstep: Class 21 contains 40303 members 
Mstep: Class 22 contains 29211 members 
Mstep: Class 23 contains 175680 members 
Mstep: Class 24 contains 93974 members 
Mstep: Class 25 contains 8174 members 
Mstep: Class 26 contains 237515 members 
Mstep: Class 27 contains 31605 members 
Mstep: Class 28 contains 4066 members 
Mstep: Class 29 contains 5806 members 
Mstep: Class 30 contains 103813 members 
Mstep: Class 31 contains 8321 members 
Mstep: Class 32 contains 3102 members 
Mstep: Class 33 contains 83360 members 
Mstep: Class 34 contains 8959 members 
Mstep: Class 35 contains 8100 members 
Mstep: Class 36 contains 2242 members 
Mstep: Class 37 contains 7967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235447904.000000 Penalty: 133086.203125
Iteration 118Q: 38 clusters Score -2.354479e+08 nChanged 821
Entering ConstructFrom: 
Score: -235447904.000000 Penalty: 133086.203125
Entering ConstructFrom: 
Trying to split cluster 1 (3336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Entering Unmasked Estep 
Score: -375472.656250 Penalty: 2011.906860
	Iteration 0F: 2 clusters Score -375472.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -371960.281250 Penalty: 4023.813721
	Iteration 0F: 3 clusters Score -371960.3 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -372759.625000 Penalty: 4023.813721
	Iteration 1F: 3 clusters Score -372759.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -372995.750000 Penalty: 4023.813721
	Iteration 2F: 3 clusters Score -372995.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -373164.875000 Penalty: 4023.813721
	Iteration 3F: 3 clusters Score -373164.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -373333.062500 Penalty: 4023.813721
	Iteration 4F: 3 clusters Score -373333.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -373502.031250 Penalty: 4023.813721
	Iteration 5Q: 3 clusters Score -373502 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -373733.250000 Penalty: 4023.813721
	Iteration 6Q: 3 clusters Score -373733.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -373921.718750 Penalty: 4023.813721
	Iteration 7Q: 3 clusters Score -373921.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -374069.375000 Penalty: 4023.813721
	Iteration 8Q: 3 clusters Score -374069.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -374193.781250 Penalty: 4023.813721
	Iteration 9Q: 3 clusters Score -374193.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -374277.625000 Penalty: 4023.813721
	Iteration 10Q: 3 clusters Score -374277.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -374320.437500 Penalty: 4023.813721
	Iteration 11Q: 3 clusters Score -374320.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -374349.968750 Penalty: 4023.813721
	Iteration 12Q: 3 clusters Score -374350 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -374374.875000 Penalty: 4023.813721
	Iteration 13Q: 3 clusters Score -374374.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -374398.593750 Penalty: 4023.813721
	Iteration 14Q: 3 clusters Score -374398.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -374415.843750 Penalty: 4023.813721
	Iteration 15Q: 3 clusters Score -374415.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -374426.593750 Penalty: 4023.813721
	Iteration 16Q: 3 clusters Score -374426.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -374440.562500 Penalty: 4023.813721
	Iteration 17Q: 3 clusters Score -374440.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -374452.906250 Penalty: 4023.813721
	Iteration 18Q: 3 clusters Score -374452.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -374463.406250 Penalty: 4023.813721
	Iteration 19Q: 3 clusters Score -374463.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -374475.281250 Penalty: 4023.813721
	Iteration 20F: 3 clusters Score -374475.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -374483.593750 Penalty: 4023.813721
	Iteration 21Q: 3 clusters Score -374483.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -374489.781250 Penalty: 4023.813721
	Iteration 22Q: 3 clusters Score -374489.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -374493.843750 Penalty: 4023.813721
	Iteration 23Q: 3 clusters Score -374493.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -374495.062500 Penalty: 4023.813721
	Iteration 24Q: 3 clusters Score -374495.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -374497.031250 Penalty: 4023.813721
	Iteration 25Q: 3 clusters Score -374497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -374501.000000 Penalty: 4023.813721
	Iteration 26Q: 3 clusters Score -374501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -374506.031250 Penalty: 4023.813721
	Iteration 27Q: 3 clusters Score -374506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -374513.750000 Penalty: 4023.813721
	Iteration 28Q: 3 clusters Score -374513.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -374519.656250 Penalty: 4023.813721
	Iteration 29Q: 3 clusters Score -374519.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -374525.531250 Penalty: 4023.813721
	Iteration 30Q: 3 clusters Score -374525.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -374538.281250 Penalty: 4023.813721
	Iteration 31Q: 3 clusters Score -374538.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -374545.031250 Penalty: 4023.813721
	Iteration 32Q: 3 clusters Score -374545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -374550.812500 Penalty: 4023.813721
	Iteration 33Q: 3 clusters Score -374550.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -374554.968750 Penalty: 4023.813721
	Iteration 34Q: 3 clusters Score -374555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -374558.218750 Penalty: 4023.813721
	Iteration 35Q: 3 clusters Score -374558.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -374562.250000 Penalty: 4023.813721
	Iteration 36Q: 3 clusters Score -374562.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -374563.656250 Penalty: 4023.813721
	Iteration 37Q: 3 clusters Score -374563.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -374566.031250 Penalty: 4023.813721
	Iteration 38Q: 3 clusters Score -374566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -374568.562500 Penalty: 4023.813721
	Iteration 39Q: 3 clusters Score -374568.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -374571.218750 Penalty: 4023.813721
	Iteration 40F: 3 clusters Score -374571.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -374575.593750 Penalty: 4023.813721
	Iteration 41Q: 3 clusters Score -374575.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -374581.281250 Penalty: 4023.813721
	Iteration 42Q: 3 clusters Score -374581.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -374589.906250 Penalty: 4023.813721
	Iteration 43Q: 3 clusters Score -374589.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -374593.781250 Penalty: 4023.813721
	Iteration 44Q: 3 clusters Score -374593.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -374595.156250 Penalty: 4023.813721
	Iteration 45Q: 3 clusters Score -374595.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -374596.656250 Penalty: 4023.813721
	Iteration 46Q: 3 clusters Score -374596.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -374599.968750 Penalty: 4023.813721
	Iteration 47Q: 3 clusters Score -374600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -374604.906250 Penalty: 4023.813721
	Iteration 48Q: 3 clusters Score -374604.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -374607.031250 Penalty: 4023.813721
	Iteration 49Q: 3 clusters Score -374607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -374608.000000 Penalty: 4023.813721
	Iteration 50Q: 3 clusters Score -374608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -374608.906250 Penalty: 4023.813721
	Iteration 51Q: 3 clusters Score -374608.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -374611.125000 Penalty: 4023.813721
	Iteration 52Q: 3 clusters Score -374611.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -374612.968750 Penalty: 4023.813721
	Iteration 53Q: 3 clusters Score -374613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -374612.968750 Penalty: 4023.813721
	Iteration 54F: 3 clusters Score -374613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Entering Unmasked Estep 
Score: -1299708.500000 Penalty: 2311.249268
	Iteration 0F: 2 clusters Score -1299708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1291307.500000 Penalty: 4622.498535
	Iteration 0F: 3 clusters Score -1291308 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1293959.500000 Penalty: 4622.498535
	Iteration 1F: 3 clusters Score -1293960 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1294321.625000 Penalty: 4622.498535
	Iteration 2F: 3 clusters Score -1294322 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1294649.375000 Penalty: 4622.498535
	Iteration 3F: 3 clusters Score -1294649 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1294974.125000 Penalty: 4622.498535
	Iteration 4F: 3 clusters Score -1294974 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1295450.500000 Penalty: 4622.498535
	Iteration 5F: 3 clusters Score -1295450 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1296085.250000 Penalty: 4622.498535
	Iteration 6F: 3 clusters Score -1296085 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1296698.750000 Penalty: 4622.498535
	Iteration 7F: 3 clusters Score -1296699 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1297193.625000 Penalty: 4622.498535
	Iteration 8F: 3 clusters Score -1297194 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1297518.125000 Penalty: 4622.498535
	Iteration 9Q: 3 clusters Score -1297518 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1297697.000000 Penalty: 4622.498535
	Iteration 10Q: 3 clusters Score -1297697 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1297799.500000 Penalty: 4622.498535
	Iteration 11Q: 3 clusters Score -1297800 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1297860.625000 Penalty: 4622.498535
	Iteration 12Q: 3 clusters Score -1297861 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1297903.750000 Penalty: 4622.498535
	Iteration 13Q: 3 clusters Score -1297904 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1297937.000000 Penalty: 4622.498535
	Iteration 14Q: 3 clusters Score -1297937 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1297962.750000 Penalty: 4622.498535
	Iteration 15Q: 3 clusters Score -1297963 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1297978.625000 Penalty: 4622.498535
	Iteration 16Q: 3 clusters Score -1297979 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1297994.000000 Penalty: 4622.498535
	Iteration 17Q: 3 clusters Score -1297994 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1298001.875000 Penalty: 4622.498535
	Iteration 18Q: 3 clusters Score -1298002 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1298007.375000 Penalty: 4622.498535
	Iteration 19Q: 3 clusters Score -1298007 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1298009.750000 Penalty: 4622.498535
	Iteration 20F: 3 clusters Score -1298010 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1298020.250000 Penalty: 4622.498535
	Iteration 21Q: 3 clusters Score -1298020 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1298026.125000 Penalty: 4622.498535
	Iteration 22Q: 3 clusters Score -1298026 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1298032.625000 Penalty: 4622.498535
	Iteration 23Q: 3 clusters Score -1298033 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1298037.375000 Penalty: 4622.498535
	Iteration 24Q: 3 clusters Score -1298037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1298037.500000 Penalty: 4622.498535
	Iteration 25Q: 3 clusters Score -1298038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1298038.875000 Penalty: 4622.498535
	Iteration 26Q: 3 clusters Score -1298039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1298039.000000 Penalty: 4622.498535
	Iteration 27Q: 3 clusters Score -1298039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1298042.750000 Penalty: 4622.498535
	Iteration 28Q: 3 clusters Score -1298043 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1298044.625000 Penalty: 4622.498535
	Iteration 29Q: 3 clusters Score -1298045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1298049.000000 Penalty: 4622.498535
	Iteration 30Q: 3 clusters Score -1298049 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1298048.750000 Penalty: 4622.498535
	Iteration 31Q: 3 clusters Score -1298049 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1298052.125000 Penalty: 4622.498535
	Iteration 32Q: 3 clusters Score -1298052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1298058.500000 Penalty: 4622.498535
	Iteration 33Q: 3 clusters Score -1298058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1298056.125000 Penalty: 4622.498535
	Iteration 34Q: 3 clusters Score -1298056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1298058.125000 Penalty: 4622.498535
	Iteration 35Q: 3 clusters Score -1298058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1298057.125000 Penalty: 4622.498535
	Iteration 36Q: 3 clusters Score -1298057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1298058.875000 Penalty: 4622.498535
	Iteration 37Q: 3 clusters Score -1298059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1298059.875000 Penalty: 4622.498535
	Iteration 38Q: 3 clusters Score -1298060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1298062.750000 Penalty: 4622.498535
	Iteration 39Q: 3 clusters Score -1298063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1298064.000000 Penalty: 4622.498535
	Iteration 40F: 3 clusters Score -1298064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1298068.625000 Penalty: 4622.498535
	Iteration 41Q: 3 clusters Score -1298069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1298067.000000 Penalty: 4622.498535
	Iteration 42Q: 3 clusters Score -1298067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1298068.750000 Penalty: 4622.498535
	Iteration 43Q: 3 clusters Score -1298069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1298066.875000 Penalty: 4622.498535
	Iteration 44Q: 3 clusters Score -1298067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1298067.500000 Penalty: 4622.498535
	Iteration 45Q: 3 clusters Score -1298068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1298067.500000 Penalty: 4622.498535
	Iteration 46Q: 3 clusters Score -1298068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1298068.750000 Penalty: 4622.498535
	Iteration 47Q: 3 clusters Score -1298069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1298072.625000 Penalty: 4622.498535
	Iteration 48Q: 3 clusters Score -1298073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1298071.625000 Penalty: 4622.498535
	Iteration 49Q: 3 clusters Score -1298072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1298069.250000 Penalty: 4622.498535
	Iteration 50Q: 3 clusters Score -1298069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1298070.625000 Penalty: 4622.498535
	Iteration 51Q: 3 clusters Score -1298071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1298069.250000 Penalty: 4622.498535
	Iteration 52Q: 3 clusters Score -1298069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1298066.375000 Penalty: 4622.498535
	Iteration 53Q: 3 clusters Score -1298066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1298066.750000 Penalty: 4622.498535
	Iteration 54Q: 3 clusters Score -1298067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1298069.750000 Penalty: 4622.498535
	Iteration 55Q: 3 clusters Score -1298070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1298071.125000 Penalty: 4622.498535
	Iteration 56Q: 3 clusters Score -1298071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1298069.125000 Penalty: 4622.498535
	Iteration 57Q: 3 clusters Score -1298069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1298071.625000 Penalty: 4622.498535
	Iteration 58Q: 3 clusters Score -1298072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1298072.500000 Penalty: 4622.498535
	Iteration 59Q: 3 clusters Score -1298072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1298070.250000 Penalty: 4622.498535
	Iteration 60F: 3 clusters Score -1298070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1298071.625000 Penalty: 4622.498535
	Iteration 61Q: 3 clusters Score -1298072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1298072.500000 Penalty: 4622.498535
	Iteration 62Q: 3 clusters Score -1298072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1298070.250000 Penalty: 4622.498535
	Iteration 63Q: 3 clusters Score -1298070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1298069.375000 Penalty: 4622.498535
	Iteration 64Q: 3 clusters Score -1298069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1298071.125000 Penalty: 4622.498535
	Iteration 65Q: 3 clusters Score -1298071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1298073.625000 Penalty: 4622.498535
	Iteration 66Q: 3 clusters Score -1298074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1298073.125000 Penalty: 4622.498535
	Iteration 67Q: 3 clusters Score -1298073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1298073.125000 Penalty: 4622.498535
	Iteration 68Q: 3 clusters Score -1298073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1298072.750000 Penalty: 4622.498535
	Iteration 69Q: 3 clusters Score -1298073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1298072.750000 Penalty: 4622.498535
	Iteration 70F: 3 clusters Score -1298073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (57367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57367 members 
Entering Unmasked Estep 
Score: -7006238.000000 Penalty: 2717.391846
	Iteration 0F: 2 clusters Score -7006238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -6967696.500000 Penalty: 5434.783691
	Iteration 0F: 3 clusters Score -6967696 nChanged 26655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 30778 members 
Entering Unmasked Estep 
Score: -6982797.500000 Penalty: 5434.783691
	Iteration 1F: 3 clusters Score -6982798 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
Score: -6983720.500000 Penalty: 5434.783691
	Iteration 2Q: 3 clusters Score -6983720 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 34157 members 
Entering Unmasked Estep 
Score: -6984969.500000 Penalty: 5434.783691
	Iteration 3F: 3 clusters Score -6984970 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 36911 members 
Entering Unmasked Estep 
Score: -6986894.000000 Penalty: 5434.783691
	Iteration 4F: 3 clusters Score -6986894 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -6989541.500000 Penalty: 5434.783691
	Iteration 5F: 3 clusters Score -6989542 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 44583 members 
Entering Unmasked Estep 
Score: -6992982.500000 Penalty: 5434.783691
	Iteration 6F: 3 clusters Score -6992982 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 48607 members 
Entering Unmasked Estep 
Score: -6996577.000000 Penalty: 5434.783691
	Iteration 7F: 3 clusters Score -6996577 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 51905 members 
Entering Unmasked Estep 
Score: -6999689.000000 Penalty: 5434.783691
	Iteration 8F: 3 clusters Score -6999689 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 54107 members 
Entering Unmasked Estep 
Score: -7001633.000000 Penalty: 5434.783691
	Iteration 9Q: 3 clusters Score -7001633 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 55352 members 
Entering Unmasked Estep 
Score: -7002720.500000 Penalty: 5434.783691
	Iteration 10Q: 3 clusters Score -7002720 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 55989 members 
Entering Unmasked Estep 
Score: -7003247.500000 Penalty: 5434.783691
	Iteration 11Q: 3 clusters Score -7003248 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 56332 members 
Entering Unmasked Estep 
Score: -7003523.000000 Penalty: 5434.783691
	Iteration 12Q: 3 clusters Score -7003523 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 56519 members 
Entering Unmasked Estep 
Score: -7003680.500000 Penalty: 5434.783691
	Iteration 13Q: 3 clusters Score -7003680 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 56626 members 
Entering Unmasked Estep 
Score: -7003740.500000 Penalty: 5434.783691
	Iteration 14Q: 3 clusters Score -7003740 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 56683 members 
Entering Unmasked Estep 
Score: -7003806.500000 Penalty: 5434.783691
	Iteration 15Q: 3 clusters Score -7003806 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 56711 members 
Entering Unmasked Estep 
Score: -7003835.500000 Penalty: 5434.783691
	Iteration 16Q: 3 clusters Score -7003836 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 56735 members 
Entering Unmasked Estep 
Score: -7003863.000000 Penalty: 5434.783691
	Iteration 17Q: 3 clusters Score -7003863 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 56753 members 
Entering Unmasked Estep 
Score: -7003887.000000 Penalty: 5434.783691
	Iteration 18Q: 3 clusters Score -7003887 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 56768 members 
Entering Unmasked Estep 
Score: -7003914.000000 Penalty: 5434.783691
	Iteration 19Q: 3 clusters Score -7003914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 56782 members 
Entering Unmasked Estep 
Score: -7003919.500000 Penalty: 5434.783691
	Iteration 20F: 3 clusters Score -7003920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 56795 members 
Entering Unmasked Estep 
Score: -7003934.500000 Penalty: 5434.783691
	Iteration 21Q: 3 clusters Score -7003934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 56794 members 
Entering Unmasked Estep 
Score: -7003932.000000 Penalty: 5434.783691
	Iteration 22Q: 3 clusters Score -7003932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 56797 members 
Entering Unmasked Estep 
Score: -7003929.000000 Penalty: 5434.783691
	Iteration 23Q: 3 clusters Score -7003929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 56801 members 
Entering Unmasked Estep 
Score: -7003942.500000 Penalty: 5434.783691
	Iteration 24Q: 3 clusters Score -7003942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 56805 members 
Entering Unmasked Estep 
Score: -7003933.500000 Penalty: 5434.783691
	Iteration 25Q: 3 clusters Score -7003934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 56809 members 
Entering Unmasked Estep 
Score: -7003936.000000 Penalty: 5434.783691
	Iteration 26Q: 3 clusters Score -7003936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 56812 members 
Entering Unmasked Estep 
Score: -7003934.500000 Penalty: 5434.783691
	Iteration 27Q: 3 clusters Score -7003934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 56813 members 
Entering Unmasked Estep 
Score: -7003936.000000 Penalty: 5434.783691
	Iteration 28Q: 3 clusters Score -7003936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 56815 members 
Entering Unmasked Estep 
Score: -7003936.500000 Penalty: 5434.783691
	Iteration 29Q: 3 clusters Score -7003936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 56814 members 
Entering Unmasked Estep 
Score: -7003937.000000 Penalty: 5434.783691
	Iteration 30Q: 3 clusters Score -7003937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 56815 members 
Entering Unmasked Estep 
Score: -7003942.500000 Penalty: 5434.783691
	Iteration 31Q: 3 clusters Score -7003942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 56816 members 
Entering Unmasked Estep 
Score: -7003941.000000 Penalty: 5434.783691
	Iteration 32Q: 3 clusters Score -7003941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 56818 members 
Entering Unmasked Estep 
Score: -7003938.000000 Penalty: 5434.783691
	Iteration 33Q: 3 clusters Score -7003938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 56817 members 
Entering Unmasked Estep 
Score: -7003939.500000 Penalty: 5434.783691
	Iteration 34Q: 3 clusters Score -7003940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 56818 members 
Entering Unmasked Estep 
Score: -7003945.500000 Penalty: 5434.783691
	Iteration 35Q: 3 clusters Score -7003946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 56818 members 
Entering Unmasked Estep 
Score: -7003945.500000 Penalty: 5434.783691
	Iteration 36F: 3 clusters Score -7003946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Entering Unmasked Estep 
Score: -1113214.000000 Penalty: 2266.539795
	Iteration 0F: 2 clusters Score -1113214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1105997.375000 Penalty: 4533.079590
	Iteration 0F: 3 clusters Score -1105997 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1108129.875000 Penalty: 4533.079590
	Iteration 1F: 3 clusters Score -1108130 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1108716.375000 Penalty: 4533.079590
	Iteration 2F: 3 clusters Score -1108716 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1109659.625000 Penalty: 4533.079590
	Iteration 3F: 3 clusters Score -1109660 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1110905.875000 Penalty: 4533.079590
	Iteration 4F: 3 clusters Score -1110906 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1111860.625000 Penalty: 4533.079590
	Iteration 5F: 3 clusters Score -1111861 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1112349.500000 Penalty: 4533.079590
	Iteration 6F: 3 clusters Score -1112350 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1112558.000000 Penalty: 4533.079590
	Iteration 7Q: 3 clusters Score -1112558 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1112654.500000 Penalty: 4533.079590
	Iteration 8Q: 3 clusters Score -1112654 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1112695.375000 Penalty: 4533.079590
	Iteration 9Q: 3 clusters Score -1112695 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1112712.750000 Penalty: 4533.079590
	Iteration 10Q: 3 clusters Score -1112713 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1112726.625000 Penalty: 4533.079590
	Iteration 11Q: 3 clusters Score -1112727 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1112734.375000 Penalty: 4533.079590
	Iteration 12Q: 3 clusters Score -1112734 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1112737.625000 Penalty: 4533.079590
	Iteration 13Q: 3 clusters Score -1112738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1112741.625000 Penalty: 4533.079590
	Iteration 14Q: 3 clusters Score -1112742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1112744.500000 Penalty: 4533.079590
	Iteration 15Q: 3 clusters Score -1112744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1112748.375000 Penalty: 4533.079590
	Iteration 16Q: 3 clusters Score -1112748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1112748.375000 Penalty: 4533.079590
	Iteration 17Q: 3 clusters Score -1112748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1112750.625000 Penalty: 4533.079590
	Iteration 18Q: 3 clusters Score -1112751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1112752.250000 Penalty: 4533.079590
	Iteration 19Q: 3 clusters Score -1112752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1112752.375000 Penalty: 4533.079590
	Iteration 20F: 3 clusters Score -1112752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1112752.625000 Penalty: 4533.079590
	Iteration 21Q: 3 clusters Score -1112753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1112750.250000 Penalty: 4533.079590
	Iteration 22Q: 3 clusters Score -1112750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1112750.250000 Penalty: 4533.079590
	Iteration 23F: 3 clusters Score -1112750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Entering Unmasked Estep 
Score: -451821.500000 Penalty: 2059.023438
	Iteration 0F: 2 clusters Score -451821.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -447967.406250 Penalty: 4118.046875
	Iteration 0F: 3 clusters Score -447967.4 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -448828.843750 Penalty: 4118.046875
	Iteration 1F: 3 clusters Score -448828.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -449038.093750 Penalty: 4118.046875
	Iteration 2F: 3 clusters Score -449038.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -449173.281250 Penalty: 4118.046875
	Iteration 3F: 3 clusters Score -449173.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -449277.375000 Penalty: 4118.046875
	Iteration 4Q: 3 clusters Score -449277.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -449373.687500 Penalty: 4118.046875
	Iteration 5Q: 3 clusters Score -449373.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -449481.625000 Penalty: 4118.046875
	Iteration 6Q: 3 clusters Score -449481.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -449587.531250 Penalty: 4118.046875
	Iteration 7Q: 3 clusters Score -449587.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -449669.906250 Penalty: 4118.046875
	Iteration 8Q: 3 clusters Score -449669.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -449755.468750 Penalty: 4118.046875
	Iteration 9Q: 3 clusters Score -449755.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -449822.625000 Penalty: 4118.046875
	Iteration 10Q: 3 clusters Score -449822.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -449906.656250 Penalty: 4118.046875
	Iteration 11Q: 3 clusters Score -449906.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -449969.031250 Penalty: 4118.046875
	Iteration 12Q: 3 clusters Score -449969 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -450041.375000 Penalty: 4118.046875
	Iteration 13Q: 3 clusters Score -450041.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -450108.593750 Penalty: 4118.046875
	Iteration 14Q: 3 clusters Score -450108.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -450193.218750 Penalty: 4118.046875
	Iteration 15Q: 3 clusters Score -450193.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -450260.312500 Penalty: 4118.046875
	Iteration 16Q: 3 clusters Score -450260.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -450309.468750 Penalty: 4118.046875
	Iteration 17Q: 3 clusters Score -450309.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -450346.093750 Penalty: 4118.046875
	Iteration 18Q: 3 clusters Score -450346.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -450384.093750 Penalty: 4118.046875
	Iteration 19Q: 3 clusters Score -450384.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -450438.562500 Penalty: 4118.046875
	Iteration 20F: 3 clusters Score -450438.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -450498.937500 Penalty: 4118.046875
	Iteration 21Q: 3 clusters Score -450498.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -450561.250000 Penalty: 4118.046875
	Iteration 22Q: 3 clusters Score -450561.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -450655.781250 Penalty: 4118.046875
	Iteration 23Q: 3 clusters Score -450655.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -450765.437500 Penalty: 4118.046875
	Iteration 24Q: 3 clusters Score -450765.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -450928.125000 Penalty: 4118.046875
	Iteration 25Q: 3 clusters Score -450928.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -451147.468750 Penalty: 4118.046875
	Iteration 26Q: 3 clusters Score -451147.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -451297.218750 Penalty: 4118.046875
	Iteration 27Q: 3 clusters Score -451297.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -451390.187500 Penalty: 4118.046875
	Iteration 28Q: 3 clusters Score -451390.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -451429.375000 Penalty: 4118.046875
	Iteration 29Q: 3 clusters Score -451429.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -451445.812500 Penalty: 4118.046875
	Iteration 30Q: 3 clusters Score -451445.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -451455.375000 Penalty: 4118.046875
	Iteration 31Q: 3 clusters Score -451455.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -451462.000000 Penalty: 4118.046875
	Iteration 32Q: 3 clusters Score -451462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -451467.718750 Penalty: 4118.046875
	Iteration 33Q: 3 clusters Score -451467.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -451469.500000 Penalty: 4118.046875
	Iteration 34Q: 3 clusters Score -451469.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -451471.343750 Penalty: 4118.046875
	Iteration 35Q: 3 clusters Score -451471.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -451473.093750 Penalty: 4118.046875
	Iteration 36Q: 3 clusters Score -451473.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -451476.687500 Penalty: 4118.046875
	Iteration 37Q: 3 clusters Score -451476.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -451477.531250 Penalty: 4118.046875
	Iteration 38Q: 3 clusters Score -451477.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -451479.187500 Penalty: 4118.046875
	Iteration 39Q: 3 clusters Score -451479.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -451480.906250 Penalty: 4118.046875
	Iteration 40F: 3 clusters Score -451480.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -451482.500000 Penalty: 4118.046875
	Iteration 41Q: 3 clusters Score -451482.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -451482.500000 Penalty: 4118.046875
	Iteration 42F: 3 clusters Score -451482.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Entering Unmasked Estep 
Score: -2013976.000000 Penalty: 2414.546387
	Iteration 0F: 2 clusters Score -2013976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -2001933.375000 Penalty: 4829.092773
	Iteration 0F: 3 clusters Score -2001933 nChanged 7407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -2005890.500000 Penalty: 4829.092773
	Iteration 1F: 3 clusters Score -2005890 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -2006435.625000 Penalty: 4829.092773
	Iteration 2F: 3 clusters Score -2006436 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -2007016.500000 Penalty: 4829.092773
	Iteration 3F: 3 clusters Score -2007016 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -2007634.000000 Penalty: 4829.092773
	Iteration 4F: 3 clusters Score -2007634 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -2008283.250000 Penalty: 4829.092773
	Iteration 5F: 3 clusters Score -2008283 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -2008880.875000 Penalty: 4829.092773
	Iteration 6F: 3 clusters Score -2008881 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -2009380.750000 Penalty: 4829.092773
	Iteration 7F: 3 clusters Score -2009381 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -2009798.875000 Penalty: 4829.092773
	Iteration 8Q: 3 clusters Score -2009799 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -2010115.250000 Penalty: 4829.092773
	Iteration 9Q: 3 clusters Score -2010115 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -2010379.500000 Penalty: 4829.092773
	Iteration 10Q: 3 clusters Score -2010380 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -2010602.875000 Penalty: 4829.092773
	Iteration 11Q: 3 clusters Score -2010603 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -2010776.375000 Penalty: 4829.092773
	Iteration 12Q: 3 clusters Score -2010776 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -2010939.750000 Penalty: 4829.092773
	Iteration 13Q: 3 clusters Score -2010940 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2011073.625000 Penalty: 4829.092773
	Iteration 14Q: 3 clusters Score -2011074 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2011209.750000 Penalty: 4829.092773
	Iteration 15Q: 3 clusters Score -2011210 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2011334.750000 Penalty: 4829.092773
	Iteration 16Q: 3 clusters Score -2011335 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2011441.375000 Penalty: 4829.092773
	Iteration 17Q: 3 clusters Score -2011441 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2011532.000000 Penalty: 4829.092773
	Iteration 18Q: 3 clusters Score -2011532 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2011612.750000 Penalty: 4829.092773
	Iteration 19Q: 3 clusters Score -2011613 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2011677.250000 Penalty: 4829.092773
	Iteration 20F: 3 clusters Score -2011677 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2011740.625000 Penalty: 4829.092773
	Iteration 21Q: 3 clusters Score -2011741 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2011785.500000 Penalty: 4829.092773
	Iteration 22Q: 3 clusters Score -2011786 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2011820.375000 Penalty: 4829.092773
	Iteration 23Q: 3 clusters Score -2011820 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2011847.125000 Penalty: 4829.092773
	Iteration 24Q: 3 clusters Score -2011847 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2011862.125000 Penalty: 4829.092773
	Iteration 25Q: 3 clusters Score -2011862 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2011876.000000 Penalty: 4829.092773
	Iteration 26Q: 3 clusters Score -2011876 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2011898.000000 Penalty: 4829.092773
	Iteration 27Q: 3 clusters Score -2011898 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2011915.375000 Penalty: 4829.092773
	Iteration 28Q: 3 clusters Score -2011915 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2011931.250000 Penalty: 4829.092773
	Iteration 29Q: 3 clusters Score -2011931 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2011941.500000 Penalty: 4829.092773
	Iteration 30Q: 3 clusters Score -2011942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2011942.000000 Penalty: 4829.092773
	Iteration 31Q: 3 clusters Score -2011942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2011949.625000 Penalty: 4829.092773
	Iteration 32Q: 3 clusters Score -2011950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2011955.125000 Penalty: 4829.092773
	Iteration 33Q: 3 clusters Score -2011955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2011955.750000 Penalty: 4829.092773
	Iteration 34Q: 3 clusters Score -2011956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2011952.375000 Penalty: 4829.092773
	Iteration 35Q: 3 clusters Score -2011952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2011952.375000 Penalty: 4829.092773
	Iteration 36F: 3 clusters Score -2011952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Entering Unmasked Estep 
Score: -1571589.625000 Penalty: 2354.440918
	Iteration 0F: 2 clusters Score -1571590 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 6599 members 
Entering Unmasked Estep 
Score: -1561811.125000 Penalty: 4708.881836
	Iteration 0F: 3 clusters Score -1561811 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1564932.375000 Penalty: 4708.881836
	Iteration 1F: 3 clusters Score -1564932 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1565347.500000 Penalty: 4708.881836
	Iteration 2F: 3 clusters Score -1565348 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1565664.250000 Penalty: 4708.881836
	Iteration 3F: 3 clusters Score -1565664 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1565915.500000 Penalty: 4708.881836
	Iteration 4Q: 3 clusters Score -1565916 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1566106.375000 Penalty: 4708.881836
	Iteration 5Q: 3 clusters Score -1566106 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1566294.500000 Penalty: 4708.881836
	Iteration 6Q: 3 clusters Score -1566294 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1566461.750000 Penalty: 4708.881836
	Iteration 7Q: 3 clusters Score -1566462 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1566631.000000 Penalty: 4708.881836
	Iteration 8Q: 3 clusters Score -1566631 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1566780.875000 Penalty: 4708.881836
	Iteration 9Q: 3 clusters Score -1566781 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1566943.500000 Penalty: 4708.881836
	Iteration 10Q: 3 clusters Score -1566944 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1567103.125000 Penalty: 4708.881836
	Iteration 11Q: 3 clusters Score -1567103 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1567298.500000 Penalty: 4708.881836
	Iteration 12Q: 3 clusters Score -1567298 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1567503.500000 Penalty: 4708.881836
	Iteration 13Q: 3 clusters Score -1567504 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1567705.750000 Penalty: 4708.881836
	Iteration 14Q: 3 clusters Score -1567706 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1567898.625000 Penalty: 4708.881836
	Iteration 15Q: 3 clusters Score -1567899 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1568093.500000 Penalty: 4708.881836
	Iteration 16Q: 3 clusters Score -1568094 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1568295.125000 Penalty: 4708.881836
	Iteration 17Q: 3 clusters Score -1568295 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1568475.250000 Penalty: 4708.881836
	Iteration 18Q: 3 clusters Score -1568475 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1568605.125000 Penalty: 4708.881836
	Iteration 19Q: 3 clusters Score -1568605 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1568708.250000 Penalty: 4708.881836
	Iteration 20F: 3 clusters Score -1568708 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1568816.125000 Penalty: 4708.881836
	Iteration 21Q: 3 clusters Score -1568816 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1568903.000000 Penalty: 4708.881836
	Iteration 22Q: 3 clusters Score -1568903 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1568972.875000 Penalty: 4708.881836
	Iteration 23Q: 3 clusters Score -1568973 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1569033.500000 Penalty: 4708.881836
	Iteration 24Q: 3 clusters Score -1569034 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1569079.250000 Penalty: 4708.881836
	Iteration 25Q: 3 clusters Score -1569079 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1569107.125000 Penalty: 4708.881836
	Iteration 26Q: 3 clusters Score -1569107 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1569134.250000 Penalty: 4708.881836
	Iteration 27Q: 3 clusters Score -1569134 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1569158.500000 Penalty: 4708.881836
	Iteration 28Q: 3 clusters Score -1569158 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1569178.000000 Penalty: 4708.881836
	Iteration 29Q: 3 clusters Score -1569178 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1569201.625000 Penalty: 4708.881836
	Iteration 30Q: 3 clusters Score -1569202 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1569218.875000 Penalty: 4708.881836
	Iteration 31Q: 3 clusters Score -1569219 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1569235.875000 Penalty: 4708.881836
	Iteration 32Q: 3 clusters Score -1569236 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1569249.375000 Penalty: 4708.881836
	Iteration 33Q: 3 clusters Score -1569249 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1569265.625000 Penalty: 4708.881836
	Iteration 34Q: 3 clusters Score -1569266 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1569282.375000 Penalty: 4708.881836
	Iteration 35Q: 3 clusters Score -1569282 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1569296.875000 Penalty: 4708.881836
	Iteration 36Q: 3 clusters Score -1569297 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1569309.625000 Penalty: 4708.881836
	Iteration 37Q: 3 clusters Score -1569310 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1569323.250000 Penalty: 4708.881836
	Iteration 38Q: 3 clusters Score -1569323 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1569334.625000 Penalty: 4708.881836
	Iteration 39Q: 3 clusters Score -1569335 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1569339.375000 Penalty: 4708.881836
	Iteration 40F: 3 clusters Score -1569339 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1569345.750000 Penalty: 4708.881836
	Iteration 41Q: 3 clusters Score -1569346 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1569353.625000 Penalty: 4708.881836
	Iteration 42Q: 3 clusters Score -1569354 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1569363.125000 Penalty: 4708.881836
	Iteration 43Q: 3 clusters Score -1569363 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1569372.750000 Penalty: 4708.881836
	Iteration 44Q: 3 clusters Score -1569373 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1569381.625000 Penalty: 4708.881836
	Iteration 45Q: 3 clusters Score -1569382 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1569389.625000 Penalty: 4708.881836
	Iteration 46Q: 3 clusters Score -1569390 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1569392.250000 Penalty: 4708.881836
	Iteration 47Q: 3 clusters Score -1569392 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1569404.750000 Penalty: 4708.881836
	Iteration 48Q: 3 clusters Score -1569405 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1569408.750000 Penalty: 4708.881836
	Iteration 49Q: 3 clusters Score -1569409 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1569420.875000 Penalty: 4708.881836
	Iteration 50Q: 3 clusters Score -1569421 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1569433.750000 Penalty: 4708.881836
	Iteration 51Q: 3 clusters Score -1569434 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1569443.250000 Penalty: 4708.881836
	Iteration 52Q: 3 clusters Score -1569443 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1569452.250000 Penalty: 4708.881836
	Iteration 53Q: 3 clusters Score -1569452 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1569459.250000 Penalty: 4708.881836
	Iteration 54Q: 3 clusters Score -1569459 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1569472.750000 Penalty: 4708.881836
	Iteration 55Q: 3 clusters Score -1569473 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1569479.000000 Penalty: 4708.881836
	Iteration 56Q: 3 clusters Score -1569479 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1569486.500000 Penalty: 4708.881836
	Iteration 57Q: 3 clusters Score -1569486 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1569494.375000 Penalty: 4708.881836
	Iteration 58Q: 3 clusters Score -1569494 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1569506.000000 Penalty: 4708.881836
	Iteration 59Q: 3 clusters Score -1569506 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1569515.375000 Penalty: 4708.881836
	Iteration 60F: 3 clusters Score -1569515 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1569521.000000 Penalty: 4708.881836
	Iteration 61Q: 3 clusters Score -1569521 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1569530.375000 Penalty: 4708.881836
	Iteration 62Q: 3 clusters Score -1569530 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1569539.750000 Penalty: 4708.881836
	Iteration 63Q: 3 clusters Score -1569540 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1569551.375000 Penalty: 4708.881836
	Iteration 64Q: 3 clusters Score -1569551 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1569566.625000 Penalty: 4708.881836
	Iteration 65Q: 3 clusters Score -1569567 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1569571.250000 Penalty: 4708.881836
	Iteration 66Q: 3 clusters Score -1569571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1569574.250000 Penalty: 4708.881836
	Iteration 67Q: 3 clusters Score -1569574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1569578.500000 Penalty: 4708.881836
	Iteration 68Q: 3 clusters Score -1569578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1569580.625000 Penalty: 4708.881836
	Iteration 69Q: 3 clusters Score -1569581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1569585.750000 Penalty: 4708.881836
	Iteration 70Q: 3 clusters Score -1569586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1569585.000000 Penalty: 4708.881836
	Iteration 71Q: 3 clusters Score -1569585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1569584.875000 Penalty: 4708.881836
	Iteration 72Q: 3 clusters Score -1569585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1569585.125000 Penalty: 4708.881836
	Iteration 73Q: 3 clusters Score -1569585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1569589.000000 Penalty: 4708.881836
	Iteration 74Q: 3 clusters Score -1569589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1569590.875000 Penalty: 4708.881836
	Iteration 75Q: 3 clusters Score -1569591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1569590.875000 Penalty: 4708.881836
	Iteration 76Q: 3 clusters Score -1569591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1569594.250000 Penalty: 4708.881836
	Iteration 77Q: 3 clusters Score -1569594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1569593.125000 Penalty: 4708.881836
	Iteration 78Q: 3 clusters Score -1569593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1569592.500000 Penalty: 4708.881836
	Iteration 79Q: 3 clusters Score -1569592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1569595.500000 Penalty: 4708.881836
	Iteration 80F: 3 clusters Score -1569596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1569596.500000 Penalty: 4708.881836
	Iteration 81Q: 3 clusters Score -1569596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1569595.625000 Penalty: 4708.881836
	Iteration 82Q: 3 clusters Score -1569596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1569594.500000 Penalty: 4708.881836
	Iteration 83Q: 3 clusters Score -1569594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1569594.875000 Penalty: 4708.881836
	Iteration 84Q: 3 clusters Score -1569595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1569596.625000 Penalty: 4708.881836
	Iteration 85Q: 3 clusters Score -1569597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1569598.625000 Penalty: 4708.881836
	Iteration 86Q: 3 clusters Score -1569599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1569598.500000 Penalty: 4708.881836
	Iteration 87Q: 3 clusters Score -1569598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1569603.000000 Penalty: 4708.881836
	Iteration 88Q: 3 clusters Score -1569603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1569604.500000 Penalty: 4708.881836
	Iteration 89Q: 3 clusters Score -1569604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1569602.125000 Penalty: 4708.881836
	Iteration 90Q: 3 clusters Score -1569602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1569605.375000 Penalty: 4708.881836
	Iteration 91Q: 3 clusters Score -1569605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1569606.250000 Penalty: 4708.881836
	Iteration 92Q: 3 clusters Score -1569606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1569608.375000 Penalty: 4708.881836
	Iteration 93Q: 3 clusters Score -1569608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1569611.500000 Penalty: 4708.881836
	Iteration 94Q: 3 clusters Score -1569612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1569615.750000 Penalty: 4708.881836
	Iteration 95Q: 3 clusters Score -1569616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1569617.125000 Penalty: 4708.881836
	Iteration 96Q: 3 clusters Score -1569617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1569618.000000 Penalty: 4708.881836
	Iteration 97Q: 3 clusters Score -1569618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1569617.625000 Penalty: 4708.881836
	Iteration 98Q: 3 clusters Score -1569618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1569618.125000 Penalty: 4708.881836
	Iteration 99Q: 3 clusters Score -1569618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1569620.250000 Penalty: 4708.881836
	Iteration 100F: 3 clusters Score -1569620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1569624.125000 Penalty: 4708.881836
	Iteration 101Q: 3 clusters Score -1569624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1569625.125000 Penalty: 4708.881836
	Iteration 102Q: 3 clusters Score -1569625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1569626.125000 Penalty: 4708.881836
	Iteration 103Q: 3 clusters Score -1569626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1569627.500000 Penalty: 4708.881836
	Iteration 104Q: 3 clusters Score -1569628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1569627.500000 Penalty: 4708.881836
	Iteration 105Q: 3 clusters Score -1569628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1569632.375000 Penalty: 4708.881836
	Iteration 106Q: 3 clusters Score -1569632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1569634.500000 Penalty: 4708.881836
	Iteration 107Q: 3 clusters Score -1569634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1569635.500000 Penalty: 4708.881836
	Iteration 108Q: 3 clusters Score -1569636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1569637.750000 Penalty: 4708.881836
	Iteration 109Q: 3 clusters Score -1569638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1569638.625000 Penalty: 4708.881836
	Iteration 110Q: 3 clusters Score -1569639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1569638.625000 Penalty: 4708.881836
	Iteration 111F: 3 clusters Score -1569639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (128007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128007 members 
Entering Unmasked Estep 
Score: -15587854.000000 Penalty: 2916.440430
	Iteration 0F: 2 clusters Score -1.558785e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64232 members 
Mstep: Class 2 contains 63775 members 
Entering Unmasked Estep 
Score: -15502290.000000 Penalty: 5832.880859
	Iteration 0F: 3 clusters Score -1.550229e+07 nChanged 60907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66715 members 
Mstep: Class 2 contains 61292 members 
Entering Unmasked Estep 
Score: -15537932.000000 Penalty: 5832.880859
	Iteration 1F: 3 clusters Score -1.553793e+07 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68321 members 
Mstep: Class 2 contains 59686 members 
Entering Unmasked Estep 
Score: -15539341.000000 Penalty: 5832.880859
	Iteration 2Q: 3 clusters Score -1.553934e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70768 members 
Mstep: Class 2 contains 57239 members 
Entering Unmasked Estep 
Score: -15541184.000000 Penalty: 5832.880859
	Iteration 3Q: 3 clusters Score -1.554118e+07 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74299 members 
Mstep: Class 2 contains 53708 members 
Entering Unmasked Estep 
Score: -15543468.000000 Penalty: 5832.880859
	Iteration 4Q: 3 clusters Score -1.554347e+07 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79227 members 
Mstep: Class 2 contains 48780 members 
Entering Unmasked Estep 
Score: -15547119.000000 Penalty: 5832.880859
	Iteration 5F: 3 clusters Score -1.554712e+07 nChanged 7504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85427 members 
Mstep: Class 2 contains 42580 members 
Entering Unmasked Estep 
Score: -15551858.000000 Penalty: 5832.880859
	Iteration 6F: 3 clusters Score -1.555186e+07 nChanged 8088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92591 members 
Mstep: Class 2 contains 35416 members 
Entering Unmasked Estep 
Score: -15557449.000000 Penalty: 5832.880859
	Iteration 7F: 3 clusters Score -1.555745e+07 nChanged 8123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100234 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -15563667.000000 Penalty: 5832.880859
	Iteration 8F: 3 clusters Score -1.556367e+07 nChanged 7381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107331 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -15569666.000000 Penalty: 5832.880859
	Iteration 9F: 3 clusters Score -1.556967e+07 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113335 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -15574739.000000 Penalty: 5832.880859
	Iteration 10Q: 3 clusters Score -1.557474e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117879 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -15578641.000000 Penalty: 5832.880859
	Iteration 11Q: 3 clusters Score -1.557864e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120997 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -15581170.000000 Penalty: 5832.880859
	Iteration 12Q: 3 clusters Score -1.558117e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123023 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -15582832.000000 Penalty: 5832.880859
	Iteration 13Q: 3 clusters Score -1.558283e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124240 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -15583756.000000 Penalty: 5832.880859
	Iteration 14Q: 3 clusters Score -1.558376e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125048 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -15584391.000000 Penalty: 5832.880859
	Iteration 15Q: 3 clusters Score -1.558439e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125577 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -15584663.000000 Penalty: 5832.880859
	Iteration 16Q: 3 clusters Score -1.558466e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125917 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -15584841.000000 Penalty: 5832.880859
	Iteration 17Q: 3 clusters Score -1.558484e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126144 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -15584992.000000 Penalty: 5832.880859
	Iteration 18Q: 3 clusters Score -1.558499e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126312 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -15585128.000000 Penalty: 5832.880859
	Iteration 19Q: 3 clusters Score -1.558513e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126431 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -15585246.000000 Penalty: 5832.880859
	Iteration 20F: 3 clusters Score -1.558525e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126535 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -15585307.000000 Penalty: 5832.880859
	Iteration 21Q: 3 clusters Score -1.558531e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126603 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -15585332.000000 Penalty: 5832.880859
	Iteration 22Q: 3 clusters Score -1.558533e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126661 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -15585378.000000 Penalty: 5832.880859
	Iteration 23Q: 3 clusters Score -1.558538e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126713 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -15585404.000000 Penalty: 5832.880859
	Iteration 24Q: 3 clusters Score -1.55854e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126761 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -15585419.000000 Penalty: 5832.880859
	Iteration 25Q: 3 clusters Score -1.558542e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126797 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -15585441.000000 Penalty: 5832.880859
	Iteration 26Q: 3 clusters Score -1.558544e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126820 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -15585476.000000 Penalty: 5832.880859
	Iteration 27Q: 3 clusters Score -1.558548e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126835 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -15585487.000000 Penalty: 5832.880859
	Iteration 28Q: 3 clusters Score -1.558549e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126848 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -15585502.000000 Penalty: 5832.880859
	Iteration 29Q: 3 clusters Score -1.55855e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126857 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -15585516.000000 Penalty: 5832.880859
	Iteration 30Q: 3 clusters Score -1.558552e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126861 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -15585517.000000 Penalty: 5832.880859
	Iteration 31Q: 3 clusters Score -1.558552e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126874 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -15585524.000000 Penalty: 5832.880859
	Iteration 32Q: 3 clusters Score -1.558552e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126889 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -15585536.000000 Penalty: 5832.880859
	Iteration 33Q: 3 clusters Score -1.558554e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126895 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -15585550.000000 Penalty: 5832.880859
	Iteration 34Q: 3 clusters Score -1.558555e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126899 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -15585549.000000 Penalty: 5832.880859
	Iteration 35Q: 3 clusters Score -1.558555e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126901 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -15585552.000000 Penalty: 5832.880859
	Iteration 36Q: 3 clusters Score -1.558555e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126903 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -15585547.000000 Penalty: 5832.880859
	Iteration 37Q: 3 clusters Score -1.558555e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126907 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -15585552.000000 Penalty: 5832.880859
	Iteration 38Q: 3 clusters Score -1.558555e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126909 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -15585554.000000 Penalty: 5832.880859
	Iteration 39Q: 3 clusters Score -1.558555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126910 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -15585551.000000 Penalty: 5832.880859
	Iteration 40F: 3 clusters Score -1.558555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126913 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -15585550.000000 Penalty: 5832.880859
	Iteration 41Q: 3 clusters Score -1.558555e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126915 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -15585556.000000 Penalty: 5832.880859
	Iteration 42Q: 3 clusters Score -1.558556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126916 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -15585568.000000 Penalty: 5832.880859
	Iteration 43Q: 3 clusters Score -1.558557e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126916 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -15585568.000000 Penalty: 5832.880859
	Iteration 44F: 3 clusters Score -1.558557e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Entering Unmasked Estep 
Score: -1500818.375000 Penalty: 2338.111328
	Iteration 0F: 2 clusters Score -1500818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1491717.750000 Penalty: 4676.222656
	Iteration 0F: 3 clusters Score -1491718 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1494668.125000 Penalty: 4676.222656
	Iteration 1F: 3 clusters Score -1494668 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1495280.875000 Penalty: 4676.222656
	Iteration 2F: 3 clusters Score -1495281 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1495893.125000 Penalty: 4676.222656
	Iteration 3F: 3 clusters Score -1495893 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1496522.500000 Penalty: 4676.222656
	Iteration 4F: 3 clusters Score -1496522 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1497090.000000 Penalty: 4676.222656
	Iteration 5F: 3 clusters Score -1497090 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1497554.625000 Penalty: 4676.222656
	Iteration 6F: 3 clusters Score -1497555 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1497899.750000 Penalty: 4676.222656
	Iteration 7Q: 3 clusters Score -1497900 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1498109.875000 Penalty: 4676.222656
	Iteration 8Q: 3 clusters Score -1498110 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1498236.250000 Penalty: 4676.222656
	Iteration 9Q: 3 clusters Score -1498236 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1498313.250000 Penalty: 4676.222656
	Iteration 10Q: 3 clusters Score -1498313 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1498352.625000 Penalty: 4676.222656
	Iteration 11Q: 3 clusters Score -1498353 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1498391.375000 Penalty: 4676.222656
	Iteration 12Q: 3 clusters Score -1498391 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1498415.375000 Penalty: 4676.222656
	Iteration 13Q: 3 clusters Score -1498415 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1498440.500000 Penalty: 4676.222656
	Iteration 14Q: 3 clusters Score -1498440 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1498459.250000 Penalty: 4676.222656
	Iteration 15Q: 3 clusters Score -1498459 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1498480.500000 Penalty: 4676.222656
	Iteration 16Q: 3 clusters Score -1498480 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1498511.375000 Penalty: 4676.222656
	Iteration 17Q: 3 clusters Score -1498511 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1498538.375000 Penalty: 4676.222656
	Iteration 18Q: 3 clusters Score -1498538 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1498567.500000 Penalty: 4676.222656
	Iteration 19Q: 3 clusters Score -1498568 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1498590.000000 Penalty: 4676.222656
	Iteration 20F: 3 clusters Score -1498590 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1498612.250000 Penalty: 4676.222656
	Iteration 21Q: 3 clusters Score -1498612 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1498648.625000 Penalty: 4676.222656
	Iteration 22Q: 3 clusters Score -1498649 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1498678.250000 Penalty: 4676.222656
	Iteration 23Q: 3 clusters Score -1498678 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1498709.250000 Penalty: 4676.222656
	Iteration 24Q: 3 clusters Score -1498709 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1498743.750000 Penalty: 4676.222656
	Iteration 25Q: 3 clusters Score -1498744 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1498787.500000 Penalty: 4676.222656
	Iteration 26Q: 3 clusters Score -1498788 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1498816.125000 Penalty: 4676.222656
	Iteration 27Q: 3 clusters Score -1498816 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1498841.500000 Penalty: 4676.222656
	Iteration 28Q: 3 clusters Score -1498842 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1498862.875000 Penalty: 4676.222656
	Iteration 29Q: 3 clusters Score -1498863 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1498879.000000 Penalty: 4676.222656
	Iteration 30Q: 3 clusters Score -1498879 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1498902.000000 Penalty: 4676.222656
	Iteration 31Q: 3 clusters Score -1498902 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1498917.750000 Penalty: 4676.222656
	Iteration 32Q: 3 clusters Score -1498918 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -1498939.250000 Penalty: 4676.222656
	Iteration 33Q: 3 clusters Score -1498939 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1498956.125000 Penalty: 4676.222656
	Iteration 34Q: 3 clusters Score -1498956 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1498966.000000 Penalty: 4676.222656
	Iteration 35Q: 3 clusters Score -1498966 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1498981.875000 Penalty: 4676.222656
	Iteration 36Q: 3 clusters Score -1498982 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1498989.000000 Penalty: 4676.222656
	Iteration 37Q: 3 clusters Score -1498989 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1498996.500000 Penalty: 4676.222656
	Iteration 38Q: 3 clusters Score -1498996 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1499005.500000 Penalty: 4676.222656
	Iteration 39Q: 3 clusters Score -1499006 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1499017.250000 Penalty: 4676.222656
	Iteration 40F: 3 clusters Score -1499017 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1499027.500000 Penalty: 4676.222656
	Iteration 41Q: 3 clusters Score -1499028 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1499045.375000 Penalty: 4676.222656
	Iteration 42Q: 3 clusters Score -1499045 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1499053.625000 Penalty: 4676.222656
	Iteration 43Q: 3 clusters Score -1499054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1499057.625000 Penalty: 4676.222656
	Iteration 44Q: 3 clusters Score -1499058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1499064.125000 Penalty: 4676.222656
	Iteration 45Q: 3 clusters Score -1499064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1499067.000000 Penalty: 4676.222656
	Iteration 46Q: 3 clusters Score -1499067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1499068.625000 Penalty: 4676.222656
	Iteration 47Q: 3 clusters Score -1499069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -1499072.625000 Penalty: 4676.222656
	Iteration 48Q: 3 clusters Score -1499073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1499072.125000 Penalty: 4676.222656
	Iteration 49Q: 3 clusters Score -1499072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1499083.125000 Penalty: 4676.222656
	Iteration 50Q: 3 clusters Score -1499083 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1499090.375000 Penalty: 4676.222656
	Iteration 51Q: 3 clusters Score -1499090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1499098.750000 Penalty: 4676.222656
	Iteration 52Q: 3 clusters Score -1499099 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1499105.750000 Penalty: 4676.222656
	Iteration 53Q: 3 clusters Score -1499106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1499114.875000 Penalty: 4676.222656
	Iteration 54Q: 3 clusters Score -1499115 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1499118.750000 Penalty: 4676.222656
	Iteration 55Q: 3 clusters Score -1499119 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1499125.750000 Penalty: 4676.222656
	Iteration 56Q: 3 clusters Score -1499126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1499124.750000 Penalty: 4676.222656
	Iteration 57Q: 3 clusters Score -1499125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1499128.375000 Penalty: 4676.222656
	Iteration 58Q: 3 clusters Score -1499128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1499130.625000 Penalty: 4676.222656
	Iteration 59Q: 3 clusters Score -1499131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1499138.500000 Penalty: 4676.222656
	Iteration 60F: 3 clusters Score -1499138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1499140.625000 Penalty: 4676.222656
	Iteration 61Q: 3 clusters Score -1499141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1499140.625000 Penalty: 4676.222656
	Iteration 62Q: 3 clusters Score -1499141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1499143.250000 Penalty: 4676.222656
	Iteration 63Q: 3 clusters Score -1499143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1499143.750000 Penalty: 4676.222656
	Iteration 64Q: 3 clusters Score -1499144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1499146.500000 Penalty: 4676.222656
	Iteration 65Q: 3 clusters Score -1499146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1499147.125000 Penalty: 4676.222656
	Iteration 66Q: 3 clusters Score -1499147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1499147.875000 Penalty: 4676.222656
	Iteration 67Q: 3 clusters Score -1499148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1499149.875000 Penalty: 4676.222656
	Iteration 68Q: 3 clusters Score -1499150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1499150.500000 Penalty: 4676.222656
	Iteration 69Q: 3 clusters Score -1499150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1499151.125000 Penalty: 4676.222656
	Iteration 70Q: 3 clusters Score -1499151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1499149.000000 Penalty: 4676.222656
	Iteration 71Q: 3 clusters Score -1499149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1499150.375000 Penalty: 4676.222656
	Iteration 72Q: 3 clusters Score -1499150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1499152.750000 Penalty: 4676.222656
	Iteration 73Q: 3 clusters Score -1499153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1499153.250000 Penalty: 4676.222656
	Iteration 74Q: 3 clusters Score -1499153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1499150.625000 Penalty: 4676.222656
	Iteration 75Q: 3 clusters Score -1499151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1499152.625000 Penalty: 4676.222656
	Iteration 76Q: 3 clusters Score -1499153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1499154.500000 Penalty: 4676.222656
	Iteration 77Q: 3 clusters Score -1499154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1499151.875000 Penalty: 4676.222656
	Iteration 78Q: 3 clusters Score -1499152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1499152.000000 Penalty: 4676.222656
	Iteration 79Q: 3 clusters Score -1499152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1499158.375000 Penalty: 4676.222656
	Iteration 80F: 3 clusters Score -1499158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1499158.125000 Penalty: 4676.222656
	Iteration 81Q: 3 clusters Score -1499158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1499159.250000 Penalty: 4676.222656
	Iteration 82Q: 3 clusters Score -1499159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1499158.375000 Penalty: 4676.222656
	Iteration 83Q: 3 clusters Score -1499158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1499158.375000 Penalty: 4676.222656
	Iteration 84F: 3 clusters Score -1499158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (202944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202944 members 
Entering Unmasked Estep 
Score: -24956244.000000 Penalty: 3030.729980
	Iteration 0F: 2 clusters Score -2.495624e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101817 members 
Mstep: Class 2 contains 101127 members 
Entering Unmasked Estep 
Score: -24823008.000000 Penalty: 6061.459961
	Iteration 0F: 3 clusters Score -2.482301e+07 nChanged 97522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109007 members 
Mstep: Class 2 contains 93937 members 
Entering Unmasked Estep 
Score: -24880838.000000 Penalty: 6061.459961
	Iteration 1F: 3 clusters Score -2.488084e+07 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113928 members 
Mstep: Class 2 contains 89016 members 
Entering Unmasked Estep 
Score: -24882834.000000 Penalty: 6061.459961
	Iteration 2Q: 3 clusters Score -2.488283e+07 nChanged 8994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121558 members 
Mstep: Class 2 contains 81386 members 
Entering Unmasked Estep 
Score: -24886754.000000 Penalty: 6061.459961
	Iteration 3Q: 3 clusters Score -2.488675e+07 nChanged 12014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132776 members 
Mstep: Class 2 contains 70168 members 
Entering Unmasked Estep 
Score: -24893382.000000 Penalty: 6061.459961
	Iteration 4F: 3 clusters Score -2.489338e+07 nChanged 15680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147976 members 
Mstep: Class 2 contains 54968 members 
Entering Unmasked Estep 
Score: -24904736.000000 Penalty: 6061.459961
	Iteration 5F: 3 clusters Score -2.490474e+07 nChanged 17967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165763 members 
Mstep: Class 2 contains 37181 members 
Entering Unmasked Estep 
Score: -24920896.000000 Penalty: 6061.459961
	Iteration 6F: 3 clusters Score -2.49209e+07 nChanged 16759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182450 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -24936524.000000 Penalty: 6061.459961
	Iteration 7F: 3 clusters Score -2.493652e+07 nChanged 11519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193945 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -24946652.000000 Penalty: 6061.459961
	Iteration 8F: 3 clusters Score -2.494665e+07 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199574 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -24951100.000000 Penalty: 6061.459961
	Iteration 9Q: 3 clusters Score -2.49511e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201667 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -24952624.000000 Penalty: 6061.459961
	Iteration 10Q: 3 clusters Score -2.495262e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202336 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -24953178.000000 Penalty: 6061.459961
	Iteration 11Q: 3 clusters Score -2.495318e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202547 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -24953362.000000 Penalty: 6061.459961
	Iteration 12Q: 3 clusters Score -2.495336e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202617 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -24953468.000000 Penalty: 6061.459961
	Iteration 13Q: 3 clusters Score -2.495347e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202648 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -24953508.000000 Penalty: 6061.459961
	Iteration 14Q: 3 clusters Score -2.495351e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202671 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -24953548.000000 Penalty: 6061.459961
	Iteration 15Q: 3 clusters Score -2.495355e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202681 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -24953558.000000 Penalty: 6061.459961
	Iteration 16Q: 3 clusters Score -2.495356e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202684 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -24953560.000000 Penalty: 6061.459961
	Iteration 17Q: 3 clusters Score -2.495356e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202686 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -24953568.000000 Penalty: 6061.459961
	Iteration 18Q: 3 clusters Score -2.495357e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202687 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -24953578.000000 Penalty: 6061.459961
	Iteration 19Q: 3 clusters Score -2.495358e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202686 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -24953568.000000 Penalty: 6061.459961
	Iteration 20F: 3 clusters Score -2.495357e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202685 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -24953562.000000 Penalty: 6061.459961
	Iteration 21Q: 3 clusters Score -2.495356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202686 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -24953574.000000 Penalty: 6061.459961
	Iteration 22Q: 3 clusters Score -2.495357e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202687 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -24953578.000000 Penalty: 6061.459961
	Iteration 23Q: 3 clusters Score -2.495358e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202687 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -24953578.000000 Penalty: 6061.459961
	Iteration 24F: 3 clusters Score -2.495358e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (211317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211317 members 
Entering Unmasked Estep 
Score: -25227048.000000 Penalty: 3040.756592
	Iteration 0F: 2 clusters Score -2.522705e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105521 members 
Mstep: Class 2 contains 105796 members 
Entering Unmasked Estep 
Score: -25086218.000000 Penalty: 6081.513184
	Iteration 0F: 3 clusters Score -2.508622e+07 nChanged 101471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104172 members 
Mstep: Class 2 contains 107145 members 
Entering Unmasked Estep 
Score: -25145184.000000 Penalty: 6081.513184
	Iteration 1F: 3 clusters Score -2.514518e+07 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103117 members 
Mstep: Class 2 contains 108200 members 
Entering Unmasked Estep 
Score: -25146262.000000 Penalty: 6081.513184
	Iteration 2Q: 3 clusters Score -2.514626e+07 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101336 members 
Mstep: Class 2 contains 109981 members 
Entering Unmasked Estep 
Score: -25147438.000000 Penalty: 6081.513184
	Iteration 3Q: 3 clusters Score -2.514744e+07 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98662 members 
Mstep: Class 2 contains 112655 members 
Entering Unmasked Estep 
Score: -25148892.000000 Penalty: 6081.513184
	Iteration 4Q: 3 clusters Score -2.514889e+07 nChanged 6945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94497 members 
Mstep: Class 2 contains 116820 members 
Entering Unmasked Estep 
Score: -25151000.000000 Penalty: 6081.513184
	Iteration 5Q: 3 clusters Score -2.5151e+07 nChanged 8329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88278 members 
Mstep: Class 2 contains 123039 members 
Entering Unmasked Estep 
Score: -25154158.000000 Penalty: 6081.513184
	Iteration 6Q: 3 clusters Score -2.515416e+07 nChanged 10201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79363 members 
Mstep: Class 2 contains 131954 members 
Entering Unmasked Estep 
Score: -25158866.000000 Penalty: 6081.513184
	Iteration 7Q: 3 clusters Score -2.515887e+07 nChanged 12839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67120 members 
Mstep: Class 2 contains 144197 members 
Entering Unmasked Estep 
Score: -25166412.000000 Penalty: 6081.513184
	Iteration 8F: 3 clusters Score -2.516641e+07 nChanged 15894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51418 members 
Mstep: Class 2 contains 159899 members 
Entering Unmasked Estep 
Score: -25177614.000000 Penalty: 6081.513184
	Iteration 9F: 3 clusters Score -2.517761e+07 nChanged 18018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 177877 members 
Entering Unmasked Estep 
Score: -25193410.000000 Penalty: 6081.513184
	Iteration 10F: 3 clusters Score -2.519341e+07 nChanged 16063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 193940 members 
Entering Unmasked Estep 
Score: -25208548.000000 Penalty: 6081.513184
	Iteration 11F: 3 clusters Score -2.520855e+07 nChanged 10425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 204361 members 
Entering Unmasked Estep 
Score: -25218218.000000 Penalty: 6081.513184
	Iteration 12Q: 3 clusters Score -2.521822e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 209093 members 
Entering Unmasked Estep 
Score: -25222300.000000 Penalty: 6081.513184
	Iteration 13Q: 3 clusters Score -2.52223e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 210562 members 
Entering Unmasked Estep 
Score: -25223668.000000 Penalty: 6081.513184
	Iteration 14Q: 3 clusters Score -2.522367e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 210943 members 
Entering Unmasked Estep 
Score: -25224040.000000 Penalty: 6081.513184
	Iteration 15Q: 3 clusters Score -2.522404e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 211043 members 
Entering Unmasked Estep 
Score: -25224250.000000 Penalty: 6081.513184
	Iteration 16Q: 3 clusters Score -2.522425e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 211067 members 
Entering Unmasked Estep 
Score: -25224298.000000 Penalty: 6081.513184
	Iteration 17Q: 3 clusters Score -2.52243e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 211084 members 
Entering Unmasked Estep 
Score: -25224312.000000 Penalty: 6081.513184
	Iteration 18Q: 3 clusters Score -2.522431e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 211091 members 
Entering Unmasked Estep 
Score: -25224348.000000 Penalty: 6081.513184
	Iteration 19Q: 3 clusters Score -2.522435e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 211100 members 
Entering Unmasked Estep 
Score: -25224386.000000 Penalty: 6081.513184
	Iteration 20F: 3 clusters Score -2.522439e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 211106 members 
Entering Unmasked Estep 
Score: -25224388.000000 Penalty: 6081.513184
	Iteration 21Q: 3 clusters Score -2.522439e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 211105 members 
Entering Unmasked Estep 
Score: -25224388.000000 Penalty: 6081.513184
	Iteration 22Q: 3 clusters Score -2.522439e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 211105 members 
Entering Unmasked Estep 
Score: -25224388.000000 Penalty: 6081.513184
	Iteration 23F: 3 clusters Score -2.522439e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Entering Unmasked Estep 
Score: -1454896.375000 Penalty: 2331.274170
	Iteration 0F: 2 clusters Score -1454896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1445885.375000 Penalty: 4662.548340
	Iteration 0F: 3 clusters Score -1445885 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1448556.000000 Penalty: 4662.548340
	Iteration 1F: 3 clusters Score -1448556 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1448935.875000 Penalty: 4662.548340
	Iteration 2F: 3 clusters Score -1448936 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1449252.125000 Penalty: 4662.548340
	Iteration 3F: 3 clusters Score -1449252 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1449534.125000 Penalty: 4662.548340
	Iteration 4Q: 3 clusters Score -1449534 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1449784.625000 Penalty: 4662.548340
	Iteration 5Q: 3 clusters Score -1449785 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1450048.000000 Penalty: 4662.548340
	Iteration 6Q: 3 clusters Score -1450048 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1450371.875000 Penalty: 4662.548340
	Iteration 7Q: 3 clusters Score -1450372 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1450745.500000 Penalty: 4662.548340
	Iteration 8Q: 3 clusters Score -1450746 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1451133.125000 Penalty: 4662.548340
	Iteration 9Q: 3 clusters Score -1451133 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1451577.500000 Penalty: 4662.548340
	Iteration 10Q: 3 clusters Score -1451578 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1451976.375000 Penalty: 4662.548340
	Iteration 11Q: 3 clusters Score -1451976 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1452283.125000 Penalty: 4662.548340
	Iteration 12Q: 3 clusters Score -1452283 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1452513.000000 Penalty: 4662.548340
	Iteration 13Q: 3 clusters Score -1452513 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1452680.750000 Penalty: 4662.548340
	Iteration 14Q: 3 clusters Score -1452681 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1452808.250000 Penalty: 4662.548340
	Iteration 15Q: 3 clusters Score -1452808 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1452898.375000 Penalty: 4662.548340
	Iteration 16Q: 3 clusters Score -1452898 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1452953.875000 Penalty: 4662.548340
	Iteration 17Q: 3 clusters Score -1452954 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1453008.750000 Penalty: 4662.548340
	Iteration 18Q: 3 clusters Score -1453009 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1453064.250000 Penalty: 4662.548340
	Iteration 19Q: 3 clusters Score -1453064 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1453116.000000 Penalty: 4662.548340
	Iteration 20F: 3 clusters Score -1453116 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1453156.250000 Penalty: 4662.548340
	Iteration 21Q: 3 clusters Score -1453156 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1453207.625000 Penalty: 4662.548340
	Iteration 22Q: 3 clusters Score -1453208 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1453281.500000 Penalty: 4662.548340
	Iteration 23Q: 3 clusters Score -1453282 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1453355.125000 Penalty: 4662.548340
	Iteration 24Q: 3 clusters Score -1453355 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1453414.750000 Penalty: 4662.548340
	Iteration 25Q: 3 clusters Score -1453415 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1453469.625000 Penalty: 4662.548340
	Iteration 26Q: 3 clusters Score -1453470 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1453529.500000 Penalty: 4662.548340
	Iteration 27Q: 3 clusters Score -1453530 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1453588.250000 Penalty: 4662.548340
	Iteration 28Q: 3 clusters Score -1453588 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1453636.250000 Penalty: 4662.548340
	Iteration 29Q: 3 clusters Score -1453636 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1453670.500000 Penalty: 4662.548340
	Iteration 30Q: 3 clusters Score -1453670 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1453692.250000 Penalty: 4662.548340
	Iteration 31Q: 3 clusters Score -1453692 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1453704.500000 Penalty: 4662.548340
	Iteration 32Q: 3 clusters Score -1453704 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1453712.625000 Penalty: 4662.548340
	Iteration 33Q: 3 clusters Score -1453713 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1453715.875000 Penalty: 4662.548340
	Iteration 34Q: 3 clusters Score -1453716 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1453722.750000 Penalty: 4662.548340
	Iteration 35Q: 3 clusters Score -1453723 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1453730.750000 Penalty: 4662.548340
	Iteration 36Q: 3 clusters Score -1453731 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1453731.875000 Penalty: 4662.548340
	Iteration 37Q: 3 clusters Score -1453732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1453736.000000 Penalty: 4662.548340
	Iteration 38Q: 3 clusters Score -1453736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1453738.125000 Penalty: 4662.548340
	Iteration 39Q: 3 clusters Score -1453738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1453739.750000 Penalty: 4662.548340
	Iteration 40F: 3 clusters Score -1453740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1453741.500000 Penalty: 4662.548340
	Iteration 41Q: 3 clusters Score -1453742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1453744.875000 Penalty: 4662.548340
	Iteration 42Q: 3 clusters Score -1453745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1453747.000000 Penalty: 4662.548340
	Iteration 43Q: 3 clusters Score -1453747 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1453750.375000 Penalty: 4662.548340
	Iteration 44Q: 3 clusters Score -1453750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1453751.750000 Penalty: 4662.548340
	Iteration 45Q: 3 clusters Score -1453752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1453752.375000 Penalty: 4662.548340
	Iteration 46Q: 3 clusters Score -1453752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1453751.625000 Penalty: 4662.548340
	Iteration 47Q: 3 clusters Score -1453752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1453752.375000 Penalty: 4662.548340
	Iteration 48Q: 3 clusters Score -1453752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1453751.125000 Penalty: 4662.548340
	Iteration 49Q: 3 clusters Score -1453751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1453751.125000 Penalty: 4662.548340
	Iteration 50F: 3 clusters Score -1453751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (322618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322618 members 
Entering Unmasked Estep 
Score: -39243540.000000 Penalty: 3145.687500
	Iteration 0F: 2 clusters Score -3.924354e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161226 members 
Mstep: Class 2 contains 161392 members 
Entering Unmasked Estep 
Score: -39060104.000000 Penalty: 6291.375000
	Iteration 0F: 3 clusters Score -3.90601e+07 nChanged 156199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159799 members 
Mstep: Class 2 contains 162819 members 
Entering Unmasked Estep 
Score: -39152816.000000 Penalty: 6291.375000
	Iteration 1F: 3 clusters Score -3.915282e+07 nChanged 9276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158885 members 
Mstep: Class 2 contains 163733 members 
Entering Unmasked Estep 
Score: -39155020.000000 Penalty: 6291.375000
	Iteration 2Q: 3 clusters Score -3.915502e+07 nChanged 10484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157167 members 
Mstep: Class 2 contains 165451 members 
Entering Unmasked Estep 
Score: -39157952.000000 Penalty: 6291.375000
	Iteration 3Q: 3 clusters Score -3.915795e+07 nChanged 11924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154099 members 
Mstep: Class 2 contains 168519 members 
Entering Unmasked Estep 
Score: -39161552.000000 Penalty: 6291.375000
	Iteration 4Q: 3 clusters Score -3.916155e+07 nChanged 13354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148889 members 
Mstep: Class 2 contains 173729 members 
Entering Unmasked Estep 
Score: -39165664.000000 Penalty: 6291.375000
	Iteration 5Q: 3 clusters Score -3.916566e+07 nChanged 14757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140536 members 
Mstep: Class 2 contains 182082 members 
Entering Unmasked Estep 
Score: -39171296.000000 Penalty: 6291.375000
	Iteration 6Q: 3 clusters Score -3.91713e+07 nChanged 17267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127903 members 
Mstep: Class 2 contains 194715 members 
Entering Unmasked Estep 
Score: -39178396.000000 Penalty: 6291.375000
	Iteration 7F: 3 clusters Score -3.91784e+07 nChanged 20350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110723 members 
Mstep: Class 2 contains 211895 members 
Entering Unmasked Estep 
Score: -39187160.000000 Penalty: 6291.375000
	Iteration 8F: 3 clusters Score -3.918716e+07 nChanged 21965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91068 members 
Mstep: Class 2 contains 231550 members 
Entering Unmasked Estep 
Score: -39200392.000000 Penalty: 6291.375000
	Iteration 9F: 3 clusters Score -3.920039e+07 nChanged 19838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73658 members 
Mstep: Class 2 contains 248960 members 
Entering Unmasked Estep 
Score: -39216108.000000 Penalty: 6291.375000
	Iteration 10F: 3 clusters Score -3.921611e+07 nChanged 14695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62735 members 
Mstep: Class 2 contains 259883 members 
Entering Unmasked Estep 
Score: -39225816.000000 Penalty: 6291.375000
	Iteration 11Q: 3 clusters Score -3.922582e+07 nChanged 9981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56520 members 
Mstep: Class 2 contains 266098 members 
Entering Unmasked Estep 
Score: -39229520.000000 Penalty: 6291.375000
	Iteration 12Q: 3 clusters Score -3.922952e+07 nChanged 6293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51889 members 
Mstep: Class 2 contains 270729 members 
Entering Unmasked Estep 
Score: -39231644.000000 Penalty: 6291.375000
	Iteration 13Q: 3 clusters Score -3.923164e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47940 members 
Mstep: Class 2 contains 274678 members 
Entering Unmasked Estep 
Score: -39232832.000000 Penalty: 6291.375000
	Iteration 14Q: 3 clusters Score -3.923283e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44462 members 
Mstep: Class 2 contains 278156 members 
Entering Unmasked Estep 
Score: -39234060.000000 Penalty: 6291.375000
	Iteration 15Q: 3 clusters Score -3.923406e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41364 members 
Mstep: Class 2 contains 281254 members 
Entering Unmasked Estep 
Score: -39235120.000000 Penalty: 6291.375000
	Iteration 16Q: 3 clusters Score -3.923512e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 284022 members 
Entering Unmasked Estep 
Score: -39235908.000000 Penalty: 6291.375000
	Iteration 17Q: 3 clusters Score -3.923591e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36073 members 
Mstep: Class 2 contains 286545 members 
Entering Unmasked Estep 
Score: -39236752.000000 Penalty: 6291.375000
	Iteration 18Q: 3 clusters Score -3.923675e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 288849 members 
Entering Unmasked Estep 
Score: -39237360.000000 Penalty: 6291.375000
	Iteration 19Q: 3 clusters Score -3.923736e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31668 members 
Mstep: Class 2 contains 290950 members 
Entering Unmasked Estep 
Score: -39237960.000000 Penalty: 6291.375000
	Iteration 20F: 3 clusters Score -3.923796e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 292849 members 
Entering Unmasked Estep 
Score: -39238468.000000 Penalty: 6291.375000
	Iteration 21Q: 3 clusters Score -3.923847e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 294557 members 
Entering Unmasked Estep 
Score: -39238960.000000 Penalty: 6291.375000
	Iteration 22Q: 3 clusters Score -3.923896e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 296184 members 
Entering Unmasked Estep 
Score: -39239376.000000 Penalty: 6291.375000
	Iteration 23Q: 3 clusters Score -3.923938e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 297648 members 
Entering Unmasked Estep 
Score: -39239880.000000 Penalty: 6291.375000
	Iteration 24Q: 3 clusters Score -3.923988e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 298944 members 
Entering Unmasked Estep 
Score: -39240240.000000 Penalty: 6291.375000
	Iteration 25Q: 3 clusters Score -3.924024e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 300187 members 
Entering Unmasked Estep 
Score: -39240532.000000 Penalty: 6291.375000
	Iteration 26Q: 3 clusters Score -3.924053e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 301301 members 
Entering Unmasked Estep 
Score: -39240952.000000 Penalty: 6291.375000
	Iteration 27Q: 3 clusters Score -3.924095e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 302326 members 
Entering Unmasked Estep 
Score: -39241324.000000 Penalty: 6291.375000
	Iteration 28Q: 3 clusters Score -3.924132e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 303308 members 
Entering Unmasked Estep 
Score: -39241516.000000 Penalty: 6291.375000
	Iteration 29Q: 3 clusters Score -3.924152e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 304195 members 
Entering Unmasked Estep 
Score: -39241852.000000 Penalty: 6291.375000
	Iteration 30Q: 3 clusters Score -3.924185e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 305054 members 
Entering Unmasked Estep 
Score: -39241964.000000 Penalty: 6291.375000
	Iteration 31Q: 3 clusters Score -3.924196e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 305891 members 
Entering Unmasked Estep 
Score: -39242028.000000 Penalty: 6291.375000
	Iteration 32Q: 3 clusters Score -3.924203e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 306674 members 
Entering Unmasked Estep 
Score: -39242192.000000 Penalty: 6291.375000
	Iteration 33Q: 3 clusters Score -3.924219e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 307351 members 
Entering Unmasked Estep 
Score: -39242328.000000 Penalty: 6291.375000
	Iteration 34Q: 3 clusters Score -3.924233e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 308005 members 
Entering Unmasked Estep 
Score: -39242612.000000 Penalty: 6291.375000
	Iteration 35Q: 3 clusters Score -3.924261e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 308602 members 
Entering Unmasked Estep 
Score: -39242756.000000 Penalty: 6291.375000
	Iteration 36Q: 3 clusters Score -3.924276e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 309103 members 
Entering Unmasked Estep 
Score: -39242836.000000 Penalty: 6291.375000
	Iteration 37Q: 3 clusters Score -3.924284e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 309560 members 
Entering Unmasked Estep 
Score: -39242904.000000 Penalty: 6291.375000
	Iteration 38Q: 3 clusters Score -3.92429e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 309970 members 
Entering Unmasked Estep 
Score: -39242944.000000 Penalty: 6291.375000
	Iteration 39Q: 3 clusters Score -3.924294e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 310351 members 
Entering Unmasked Estep 
Score: -39242940.000000 Penalty: 6291.375000
	Iteration 40F: 3 clusters Score -3.924294e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 310699 members 
Entering Unmasked Estep 
Score: -39242924.000000 Penalty: 6291.375000
	Iteration 41Q: 3 clusters Score -3.924292e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 311026 members 
Entering Unmasked Estep 
Score: -39242944.000000 Penalty: 6291.375000
	Iteration 42Q: 3 clusters Score -3.924294e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 311338 members 
Entering Unmasked Estep 
Score: -39242948.000000 Penalty: 6291.375000
	Iteration 43Q: 3 clusters Score -3.924295e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 311618 members 
Entering Unmasked Estep 
Score: -39242992.000000 Penalty: 6291.375000
	Iteration 44Q: 3 clusters Score -3.924299e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 311895 members 
Entering Unmasked Estep 
Score: -39242992.000000 Penalty: 6291.375000
	Iteration 45Q: 3 clusters Score -3.924299e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 312136 members 
Entering Unmasked Estep 
Score: -39243024.000000 Penalty: 6291.375000
	Iteration 46Q: 3 clusters Score -3.924302e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 312346 members 
Entering Unmasked Estep 
Score: -39243028.000000 Penalty: 6291.375000
	Iteration 47Q: 3 clusters Score -3.924303e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 312537 members 
Entering Unmasked Estep 
Score: -39243036.000000 Penalty: 6291.375000
	Iteration 48Q: 3 clusters Score -3.924304e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 312712 members 
Entering Unmasked Estep 
Score: -39243120.000000 Penalty: 6291.375000
	Iteration 49Q: 3 clusters Score -3.924312e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 312858 members 
Entering Unmasked Estep 
Score: -39243120.000000 Penalty: 6291.375000
	Iteration 50Q: 3 clusters Score -3.924312e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 312997 members 
Entering Unmasked Estep 
Score: -39243156.000000 Penalty: 6291.375000
	Iteration 51Q: 3 clusters Score -3.924316e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 313117 members 
Entering Unmasked Estep 
Score: -39243204.000000 Penalty: 6291.375000
	Iteration 52Q: 3 clusters Score -3.92432e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 313227 members 
Entering Unmasked Estep 
Score: -39243140.000000 Penalty: 6291.375000
	Iteration 53Q: 3 clusters Score -3.924314e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 313324 members 
Entering Unmasked Estep 
Score: -39243148.000000 Penalty: 6291.375000
	Iteration 54Q: 3 clusters Score -3.924315e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 313400 members 
Entering Unmasked Estep 
Score: -39243184.000000 Penalty: 6291.375000
	Iteration 55Q: 3 clusters Score -3.924318e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 313468 members 
Entering Unmasked Estep 
Score: -39243196.000000 Penalty: 6291.375000
	Iteration 56Q: 3 clusters Score -3.92432e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 313527 members 
Entering Unmasked Estep 
Score: -39243228.000000 Penalty: 6291.375000
	Iteration 57Q: 3 clusters Score -3.924323e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 313586 members 
Entering Unmasked Estep 
Score: -39243216.000000 Penalty: 6291.375000
	Iteration 58Q: 3 clusters Score -3.924322e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 313640 members 
Entering Unmasked Estep 
Score: -39243252.000000 Penalty: 6291.375000
	Iteration 59Q: 3 clusters Score -3.924325e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 313698 members 
Entering Unmasked Estep 
Score: -39243224.000000 Penalty: 6291.375000
	Iteration 60F: 3 clusters Score -3.924322e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 313749 members 
Entering Unmasked Estep 
Score: -39243248.000000 Penalty: 6291.375000
	Iteration 61Q: 3 clusters Score -3.924325e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 313790 members 
Entering Unmasked Estep 
Score: -39243224.000000 Penalty: 6291.375000
	Iteration 62Q: 3 clusters Score -3.924322e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 313818 members 
Entering Unmasked Estep 
Score: -39243248.000000 Penalty: 6291.375000
	Iteration 63Q: 3 clusters Score -3.924325e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 313842 members 
Entering Unmasked Estep 
Score: -39243248.000000 Penalty: 6291.375000
	Iteration 64Q: 3 clusters Score -3.924325e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 313870 members 
Entering Unmasked Estep 
Score: -39243212.000000 Penalty: 6291.375000
	Iteration 65Q: 3 clusters Score -3.924321e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 313899 members 
Entering Unmasked Estep 
Score: -39243184.000000 Penalty: 6291.375000
	Iteration 66Q: 3 clusters Score -3.924318e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 313930 members 
Entering Unmasked Estep 
Score: -39243200.000000 Penalty: 6291.375000
	Iteration 67Q: 3 clusters Score -3.92432e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 313960 members 
Entering Unmasked Estep 
Score: -39243208.000000 Penalty: 6291.375000
	Iteration 68Q: 3 clusters Score -3.924321e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 313985 members 
Entering Unmasked Estep 
Score: -39243224.000000 Penalty: 6291.375000
	Iteration 69Q: 3 clusters Score -3.924322e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 314013 members 
Entering Unmasked Estep 
Score: -39243228.000000 Penalty: 6291.375000
	Iteration 70Q: 3 clusters Score -3.924323e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 314037 members 
Entering Unmasked Estep 
Score: -39243252.000000 Penalty: 6291.375000
	Iteration 71Q: 3 clusters Score -3.924325e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 314053 members 
Entering Unmasked Estep 
Score: -39243244.000000 Penalty: 6291.375000
	Iteration 72Q: 3 clusters Score -3.924324e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 314071 members 
Entering Unmasked Estep 
Score: -39243272.000000 Penalty: 6291.375000
	Iteration 73Q: 3 clusters Score -3.924327e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 314095 members 
Entering Unmasked Estep 
Score: -39243260.000000 Penalty: 6291.375000
	Iteration 74Q: 3 clusters Score -3.924326e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 314111 members 
Entering Unmasked Estep 
Score: -39243252.000000 Penalty: 6291.375000
	Iteration 75Q: 3 clusters Score -3.924325e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 314126 members 
Entering Unmasked Estep 
Score: -39243224.000000 Penalty: 6291.375000
	Iteration 76Q: 3 clusters Score -3.924322e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 314136 members 
Entering Unmasked Estep 
Score: -39243224.000000 Penalty: 6291.375000
	Iteration 77Q: 3 clusters Score -3.924322e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 314152 members 
Entering Unmasked Estep 
Score: -39243224.000000 Penalty: 6291.375000
	Iteration 78Q: 3 clusters Score -3.924322e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 314163 members 
Entering Unmasked Estep 
Score: -39243252.000000 Penalty: 6291.375000
	Iteration 79Q: 3 clusters Score -3.924325e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 314171 members 
Entering Unmasked Estep 
Score: -39243224.000000 Penalty: 6291.375000
	Iteration 80F: 3 clusters Score -3.924322e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 314180 members 
Entering Unmasked Estep 
Score: -39243252.000000 Penalty: 6291.375000
	Iteration 81Q: 3 clusters Score -3.924325e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 314188 members 
Entering Unmasked Estep 
Score: -39243216.000000 Penalty: 6291.375000
	Iteration 82Q: 3 clusters Score -3.924322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 314191 members 
Entering Unmasked Estep 
Score: -39243216.000000 Penalty: 6291.375000
	Iteration 83Q: 3 clusters Score -3.924322e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 314196 members 
Entering Unmasked Estep 
Score: -39243216.000000 Penalty: 6291.375000
	Iteration 84Q: 3 clusters Score -3.924322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 314199 members 
Entering Unmasked Estep 
Score: -39243224.000000 Penalty: 6291.375000
	Iteration 85Q: 3 clusters Score -3.924322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 314203 members 
Entering Unmasked Estep 
Score: -39243224.000000 Penalty: 6291.375000
	Iteration 86Q: 3 clusters Score -3.924322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 314206 members 
Entering Unmasked Estep 
Score: -39243244.000000 Penalty: 6291.375000
	Iteration 87Q: 3 clusters Score -3.924324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 314209 members 
Entering Unmasked Estep 
Score: -39243224.000000 Penalty: 6291.375000
	Iteration 88Q: 3 clusters Score -3.924322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 314213 members 
Entering Unmasked Estep 
Score: -39243224.000000 Penalty: 6291.375000
	Iteration 89Q: 3 clusters Score -3.924322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 314216 members 
Entering Unmasked Estep 
Score: -39243240.000000 Penalty: 6291.375000
	Iteration 90Q: 3 clusters Score -3.924324e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 314220 members 
Entering Unmasked Estep 
Score: -39243240.000000 Penalty: 6291.375000
	Iteration 91Q: 3 clusters Score -3.924324e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 314226 members 
Entering Unmasked Estep 
Score: -39243240.000000 Penalty: 6291.375000
	Iteration 92Q: 3 clusters Score -3.924324e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 314233 members 
Entering Unmasked Estep 
Score: -39243244.000000 Penalty: 6291.375000
	Iteration 93Q: 3 clusters Score -3.924324e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 314237 members 
Entering Unmasked Estep 
Score: -39243244.000000 Penalty: 6291.375000
	Iteration 94Q: 3 clusters Score -3.924324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 314239 members 
Entering Unmasked Estep 
Score: -39243248.000000 Penalty: 6291.375000
	Iteration 95Q: 3 clusters Score -3.924325e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 314241 members 
Entering Unmasked Estep 
Score: -39243252.000000 Penalty: 6291.375000
	Iteration 96Q: 3 clusters Score -3.924325e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 314244 members 
Entering Unmasked Estep 
Score: -39243236.000000 Penalty: 6291.375000
	Iteration 97Q: 3 clusters Score -3.924324e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 314248 members 
Entering Unmasked Estep 
Score: -39243244.000000 Penalty: 6291.375000
	Iteration 98Q: 3 clusters Score -3.924324e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 314252 members 
Entering Unmasked Estep 
Score: -39243240.000000 Penalty: 6291.375000
	Iteration 99Q: 3 clusters Score -3.924324e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 314256 members 
Entering Unmasked Estep 
Score: -39243244.000000 Penalty: 6291.375000
	Iteration 100F: 3 clusters Score -3.924324e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 314266 members 
Entering Unmasked Estep 
Score: -39243244.000000 Penalty: 6291.375000
	Iteration 101Q: 3 clusters Score -3.924324e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 314280 members 
Entering Unmasked Estep 
Score: -39243236.000000 Penalty: 6291.375000
	Iteration 102Q: 3 clusters Score -3.924324e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 314295 members 
Entering Unmasked Estep 
Score: -39243224.000000 Penalty: 6291.375000
	Iteration 103Q: 3 clusters Score -3.924322e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 314312 members 
Entering Unmasked Estep 
Score: -39243200.000000 Penalty: 6291.375000
	Iteration 104Q: 3 clusters Score -3.92432e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 314321 members 
Entering Unmasked Estep 
Score: -39243184.000000 Penalty: 6291.375000
	Iteration 105Q: 3 clusters Score -3.924318e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 314330 members 
Entering Unmasked Estep 
Score: -39243180.000000 Penalty: 6291.375000
	Iteration 106Q: 3 clusters Score -3.924318e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 314344 members 
Entering Unmasked Estep 
Score: -39243216.000000 Penalty: 6291.375000
	Iteration 107Q: 3 clusters Score -3.924322e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 314361 members 
Entering Unmasked Estep 
Score: -39243204.000000 Penalty: 6291.375000
	Iteration 108Q: 3 clusters Score -3.92432e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 314375 members 
Entering Unmasked Estep 
Score: -39243204.000000 Penalty: 6291.375000
	Iteration 109Q: 3 clusters Score -3.92432e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 314387 members 
Entering Unmasked Estep 
Score: -39243192.000000 Penalty: 6291.375000
	Iteration 110Q: 3 clusters Score -3.924319e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 314396 members 
Entering Unmasked Estep 
Score: -39243192.000000 Penalty: 6291.375000
	Iteration 111Q: 3 clusters Score -3.924319e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 314399 members 
Entering Unmasked Estep 
Score: -39243160.000000 Penalty: 6291.375000
	Iteration 112Q: 3 clusters Score -3.924316e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 314402 members 
Entering Unmasked Estep 
Score: -39243160.000000 Penalty: 6291.375000
	Iteration 113Q: 3 clusters Score -3.924316e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 314403 members 
Entering Unmasked Estep 
Score: -39243164.000000 Penalty: 6291.375000
	Iteration 114Q: 3 clusters Score -3.924316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 314405 members 
Entering Unmasked Estep 
Score: -39243176.000000 Penalty: 6291.375000
	Iteration 115Q: 3 clusters Score -3.924318e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 314408 members 
Entering Unmasked Estep 
Score: -39243176.000000 Penalty: 6291.375000
	Iteration 116Q: 3 clusters Score -3.924318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 314410 members 
Entering Unmasked Estep 
Score: -39243172.000000 Penalty: 6291.375000
	Iteration 117Q: 3 clusters Score -3.924317e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 314410 members 
Entering Unmasked Estep 
Score: -39243172.000000 Penalty: 6291.375000
	Iteration 118F: 3 clusters Score -3.924317e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -43772.328125 Penalty: 1529.544189
	Iteration 0F: 2 clusters Score -43772.33 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: -42408.417969 Penalty: 3059.088379
	Iteration 0F: 3 clusters Score -42408.42 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -43000.832031 Penalty: 3059.088379
	Iteration 1F: 3 clusters Score -43000.83 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -43396.843750 Penalty: 3059.088379
	Iteration 2F: 3 clusters Score -43396.84 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -43732.808594 Penalty: 3059.088379
	Iteration 3F: 3 clusters Score -43732.81 nChanged 23
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: -43965.785156 Penalty: 3059.088379
	Iteration 4Q: 3 clusters Score -43965.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -44034.476562 Penalty: 3059.088379
	Iteration 5Q: 3 clusters Score -44034.48 nChanged 5
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: -44073.148438 Penalty: 3059.088379
	Iteration 6Q: 3 clusters Score -44073.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -44078.578125 Penalty: 3059.088379
	Iteration 7Q: 3 clusters Score -44078.58 nChanged 1
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: -44081.839844 Penalty: 3059.088379
	Iteration 8Q: 3 clusters Score -44081.84 nChanged 0
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: -44081.839844 Penalty: 3059.088379
	Iteration 9F: 3 clusters Score -44081.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 11154 members 
Mstep: Class 3 contains 57367 members 
Mstep: Class 4 contains 9314 members 
Mstep: Class 5 contains 4034 members 
Mstep: Class 6 contains 16917 members 
Mstep: Class 7 contains 13276 members 
Mstep: Class 8 contains 128007 members 
Mstep: Class 9 contains 12430 members 
Mstep: Class 10 contains 202944 members 
Mstep: Class 11 contains 211317 members 
Mstep: Class 12 contains 12092 members 
Mstep: Class 13 contains 322618 members 
Mstep: Class 14 contains 206 members 
Mstep: Class 15 contains 41141 members 
Mstep: Class 16 contains 44580 members 
Mstep: Class 17 contains 18336 members 
Mstep: Class 18 contains 16447 members 
Mstep: Class 19 contains 6556 members 
Mstep: Class 20 contains 5560 members 
Mstep: Class 21 contains 40320 members 
Mstep: Class 22 contains 29208 members 
Mstep: Class 23 contains 175688 members 
Mstep: Class 24 contains 93958 members 
Mstep: Class 25 contains 8177 members 
Mstep: Class 26 contains 237543 members 
Mstep: Class 27 contains 31533 members 
Mstep: Class 28 contains 4058 members 
Mstep: Class 29 contains 5807 members 
Mstep: Class 30 contains 103827 members 
Mstep: Class 31 contains 8341 members 
Mstep: Class 32 contains 3106 members 
Mstep: Class 33 contains 83345 members 
Mstep: Class 34 contains 8972 members 
Mstep: Class 35 contains 8105 members 
Mstep: Class 36 contains 2242 members 
Mstep: Class 37 contains 7981 members 
Mstep: Class 38 contains 271 members 
Entering Unmasked Estep 
Score: -235445984.000000 Penalty: 136683.125000
Splitting cluster 14 changes total score from -235447904.000000 to -235445984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (41141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41141 members 
Entering Unmasked Estep 
Score: -4997753.000000 Penalty: 2634.940674
	Iteration 0F: 2 clusters Score -4997753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -4969998.000000 Penalty: 5269.881348
	Iteration 0F: 3 clusters Score -4969998 nChanged 18771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -4980473.000000 Penalty: 5269.881348
	Iteration 1F: 3 clusters Score -4980473 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -4981310.500000 Penalty: 5269.881348
	Iteration 2F: 3 clusters Score -4981310 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -4982098.000000 Penalty: 5269.881348
	Iteration 3Q: 3 clusters Score -4982098 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -4982916.500000 Penalty: 5269.881348
	Iteration 4Q: 3 clusters Score -4982916 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -4983779.000000 Penalty: 5269.881348
	Iteration 5Q: 3 clusters Score -4983779 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -4984845.000000 Penalty: 5269.881348
	Iteration 6F: 3 clusters Score -4984845 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -4986200.500000 Penalty: 5269.881348
	Iteration 7F: 3 clusters Score -4986200 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -4987894.000000 Penalty: 5269.881348
	Iteration 8F: 3 clusters Score -4987894 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 31974 members 
Entering Unmasked Estep 
Score: -4989798.500000 Penalty: 5269.881348
	Iteration 9F: 3 clusters Score -4989798 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 34107 members 
Entering Unmasked Estep 
Score: -4991634.500000 Penalty: 5269.881348
	Iteration 10F: 3 clusters Score -4991634 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
Score: -4993031.000000 Penalty: 5269.881348
	Iteration 11Q: 3 clusters Score -4993031 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 37095 members 
Entering Unmasked Estep 
Score: -4994034.000000 Penalty: 5269.881348
	Iteration 12Q: 3 clusters Score -4994034 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -4994666.000000 Penalty: 5269.881348
	Iteration 13Q: 3 clusters Score -4994666 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 38634 members 
Entering Unmasked Estep 
Score: -4995058.000000 Penalty: 5269.881348
	Iteration 14Q: 3 clusters Score -4995058 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 39051 members 
Entering Unmasked Estep 
Score: -4995307.500000 Penalty: 5269.881348
	Iteration 15Q: 3 clusters Score -4995308 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -4995438.000000 Penalty: 5269.881348
	Iteration 16Q: 3 clusters Score -4995438 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 39476 members 
Entering Unmasked Estep 
Score: -4995506.500000 Penalty: 5269.881348
	Iteration 17Q: 3 clusters Score -4995506 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 39608 members 
Entering Unmasked Estep 
Score: -4995569.500000 Penalty: 5269.881348
	Iteration 18Q: 3 clusters Score -4995570 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 39717 members 
Entering Unmasked Estep 
Score: -4995633.000000 Penalty: 5269.881348
	Iteration 19Q: 3 clusters Score -4995633 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 39795 members 
Entering Unmasked Estep 
Score: -4995675.500000 Penalty: 5269.881348
	Iteration 20F: 3 clusters Score -4995676 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 39855 members 
Entering Unmasked Estep 
Score: -4995697.000000 Penalty: 5269.881348
	Iteration 21Q: 3 clusters Score -4995697 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
Score: -4995730.500000 Penalty: 5269.881348
	Iteration 22Q: 3 clusters Score -4995730 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -4995746.500000 Penalty: 5269.881348
	Iteration 23Q: 3 clusters Score -4995746 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 39953 members 
Entering Unmasked Estep 
Score: -4995755.500000 Penalty: 5269.881348
	Iteration 24Q: 3 clusters Score -4995756 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 39973 members 
Entering Unmasked Estep 
Score: -4995759.500000 Penalty: 5269.881348
	Iteration 25Q: 3 clusters Score -4995760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 39985 members 
Entering Unmasked Estep 
Score: -4995761.500000 Penalty: 5269.881348
	Iteration 26Q: 3 clusters Score -4995762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 39994 members 
Entering Unmasked Estep 
Score: -4995765.000000 Penalty: 5269.881348
	Iteration 27Q: 3 clusters Score -4995765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 40002 members 
Entering Unmasked Estep 
Score: -4995773.000000 Penalty: 5269.881348
	Iteration 28Q: 3 clusters Score -4995773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 40007 members 
Entering Unmasked Estep 
Score: -4995770.000000 Penalty: 5269.881348
	Iteration 29Q: 3 clusters Score -4995770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 40013 members 
Entering Unmasked Estep 
Score: -4995768.500000 Penalty: 5269.881348
	Iteration 30Q: 3 clusters Score -4995768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 40014 members 
Entering Unmasked Estep 
Score: -4995769.000000 Penalty: 5269.881348
	Iteration 31Q: 3 clusters Score -4995769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 40017 members 
Entering Unmasked Estep 
Score: -4995773.500000 Penalty: 5269.881348
	Iteration 32Q: 3 clusters Score -4995774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 40020 members 
Entering Unmasked Estep 
Score: -4995772.500000 Penalty: 5269.881348
	Iteration 33Q: 3 clusters Score -4995772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 40024 members 
Entering Unmasked Estep 
Score: -4995780.500000 Penalty: 5269.881348
	Iteration 34Q: 3 clusters Score -4995780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 40028 members 
Entering Unmasked Estep 
Score: -4995780.500000 Penalty: 5269.881348
	Iteration 35Q: 3 clusters Score -4995780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 40033 members 
Entering Unmasked Estep 
Score: -4995784.500000 Penalty: 5269.881348
	Iteration 36Q: 3 clusters Score -4995784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 40037 members 
Entering Unmasked Estep 
Score: -4995785.000000 Penalty: 5269.881348
	Iteration 37Q: 3 clusters Score -4995785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 40040 members 
Entering Unmasked Estep 
Score: -4995784.500000 Penalty: 5269.881348
	Iteration 38Q: 3 clusters Score -4995784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 40040 members 
Entering Unmasked Estep 
Score: -4995784.500000 Penalty: 5269.881348
	Iteration 39F: 3 clusters Score -4995784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (44580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44580 members 
Entering Unmasked Estep 
Score: -5079865.000000 Penalty: 2654.850098
	Iteration 0F: 2 clusters Score -5079865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -5049922.000000 Penalty: 5309.700195
	Iteration 0F: 3 clusters Score -5049922 nChanged 20468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -5062193.000000 Penalty: 5309.700195
	Iteration 1F: 3 clusters Score -5062193 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -5063778.000000 Penalty: 5309.700195
	Iteration 2F: 3 clusters Score -5063778 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -5065756.000000 Penalty: 5309.700195
	Iteration 3F: 3 clusters Score -5065756 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -5068020.000000 Penalty: 5309.700195
	Iteration 4F: 3 clusters Score -5068020 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -5070751.000000 Penalty: 5309.700195
	Iteration 5F: 3 clusters Score -5070751 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -5073431.000000 Penalty: 5309.700195
	Iteration 6F: 3 clusters Score -5073431 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 26661 members 
Entering Unmasked Estep 
Score: -5075348.000000 Penalty: 5309.700195
	Iteration 7F: 3 clusters Score -5075348 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -5076293.500000 Penalty: 5309.700195
	Iteration 8Q: 3 clusters Score -5076294 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -5076717.500000 Penalty: 5309.700195
	Iteration 9Q: 3 clusters Score -5076718 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 27008 members 
Entering Unmasked Estep 
Score: -5076898.000000 Penalty: 5309.700195
	Iteration 10Q: 3 clusters Score -5076898 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -5077004.000000 Penalty: 5309.700195
	Iteration 11Q: 3 clusters Score -5077004 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 27198 members 
Entering Unmasked Estep 
Score: -5077068.500000 Penalty: 5309.700195
	Iteration 12Q: 3 clusters Score -5077068 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 27284 members 
Entering Unmasked Estep 
Score: -5077090.000000 Penalty: 5309.700195
	Iteration 13Q: 3 clusters Score -5077090 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -5077112.000000 Penalty: 5309.700195
	Iteration 14Q: 3 clusters Score -5077112 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -5077126.500000 Penalty: 5309.700195
	Iteration 15Q: 3 clusters Score -5077126 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
Score: -5077142.500000 Penalty: 5309.700195
	Iteration 16Q: 3 clusters Score -5077142 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -5077170.000000 Penalty: 5309.700195
	Iteration 17Q: 3 clusters Score -5077170 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
Score: -5077200.000000 Penalty: 5309.700195
	Iteration 18Q: 3 clusters Score -5077200 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -5077212.500000 Penalty: 5309.700195
	Iteration 19Q: 3 clusters Score -5077212 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -5077244.000000 Penalty: 5309.700195
	Iteration 20F: 3 clusters Score -5077244 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 28268 members 
Entering Unmasked Estep 
Score: -5077263.000000 Penalty: 5309.700195
	Iteration 21Q: 3 clusters Score -5077263 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -5077264.000000 Penalty: 5309.700195
	Iteration 22Q: 3 clusters Score -5077264 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5077270 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 28544 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5077290 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5077287 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5077282 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 28756 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5077286 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5077288 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 28922 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5077302 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5077308 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 29086 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5077315 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5077322 nChanged 71
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Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5077320 nChanged 76
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Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 29293 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5077320 nChanged 65
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Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 29348 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5077326 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 29421 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5077330 nChanged 64
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Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5077346 nChanged 63
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Mstep: Class 2 contains 29546 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5077365 nChanged 57
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Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 29601 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5077368 nChanged 55
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Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5077376 nChanged 58
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Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 29712 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5077393 nChanged 62
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Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 29774 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5077396 nChanged 62
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Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 29836 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5077402 nChanged 61
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Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5077404 nChanged 58
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	Iteration 45Q: 3 clusters Score -5077387 nChanged 57
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	Iteration 46Q: 3 clusters Score -5077408 nChanged 59
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	Iteration 47Q: 3 clusters Score -5077420 nChanged 67
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	Iteration 48Q: 3 clusters Score -5077420 nChanged 70
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Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5077428 nChanged 77
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Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 30281 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5077440 nChanged 82
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	Iteration 51Q: 3 clusters Score -5077444 nChanged 67
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Mstep: Class 2 contains 30428 members 
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	Iteration 52Q: 3 clusters Score -5077453 nChanged 55
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	Iteration 53Q: 3 clusters Score -5077466 nChanged 48
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	Iteration 54Q: 3 clusters Score -5077471 nChanged 46
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	Iteration 55Q: 3 clusters Score -5077475 nChanged 39
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	Iteration 56Q: 3 clusters Score -5077473 nChanged 38
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	Iteration 57Q: 3 clusters Score -5077473 nChanged 37
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	Iteration 58Q: 3 clusters Score -5077484 nChanged 38
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	Iteration 59Q: 3 clusters Score -5077478 nChanged 32
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Mstep: Class 1 contains 13819 members 
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	Iteration 60F: 3 clusters Score -5077484 nChanged 33
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Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 30794 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5077476 nChanged 37
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	Iteration 62Q: 3 clusters Score -5077478 nChanged 24
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	Iteration 63Q: 3 clusters Score -5077469 nChanged 43
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	Iteration 64Q: 3 clusters Score -5077472 nChanged 33
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Mstep: Class 1 contains 13651 members 
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	Iteration 65Q: 3 clusters Score -5077483 nChanged 31
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	Iteration 66Q: 3 clusters Score -5077488 nChanged 24
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Mstep: Class 1 contains 13598 members 
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	Iteration 67Q: 3 clusters Score -5077496 nChanged 20
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Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 31002 members 
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	Iteration 68Q: 3 clusters Score -5077496 nChanged 19
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Mstep: Class 1 contains 13559 members 
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	Iteration 69Q: 3 clusters Score -5077490 nChanged 18
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Mstep: Class 1 contains 13541 members 
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	Iteration 70Q: 3 clusters Score -5077490 nChanged 21
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	Iteration 71Q: 3 clusters Score -5077496 nChanged 23
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	Iteration 72Q: 3 clusters Score -5077494 nChanged 21
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	Iteration 73Q: 3 clusters Score -5077499 nChanged 25
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	Iteration 74Q: 3 clusters Score -5077498 nChanged 17
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	Iteration 75Q: 3 clusters Score -5077498 nChanged 24
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	Iteration 76Q: 3 clusters Score -5077496 nChanged 21
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	Iteration 77Q: 3 clusters Score -5077500 nChanged 24
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	Iteration 78Q: 3 clusters Score -5077506 nChanged 25
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	Iteration 79Q: 3 clusters Score -5077502 nChanged 17
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	Iteration 80F: 3 clusters Score -5077502 nChanged 24
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	Iteration 81Q: 3 clusters Score -5077512 nChanged 21
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	Iteration 82Q: 3 clusters Score -5077514 nChanged 25
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	Iteration 83Q: 3 clusters Score -5077518 nChanged 30
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	Iteration 84Q: 3 clusters Score -5077519 nChanged 23
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	Iteration 85Q: 3 clusters Score -5077522 nChanged 18
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	Iteration 86Q: 3 clusters Score -5077518 nChanged 19
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	Iteration 87Q: 3 clusters Score -5077519 nChanged 16
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	Iteration 88Q: 3 clusters Score -5077510 nChanged 9
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5077522 nChanged 9
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5077523 nChanged 10
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	Iteration 91Q: 3 clusters Score -5077532 nChanged 7
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5077534 nChanged 7
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	Iteration 93Q: 3 clusters Score -5077531 nChanged 7
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	Iteration 94Q: 3 clusters Score -5077531 nChanged 6
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	Iteration 95Q: 3 clusters Score -5077531 nChanged 8
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	Iteration 96Q: 3 clusters Score -5077533 nChanged 6
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	Iteration 97Q: 3 clusters Score -5077530 nChanged 4
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	Iteration 98Q: 3 clusters Score -5077530 nChanged 5
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	Iteration 99Q: 3 clusters Score -5077530 nChanged 3
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	Iteration 100F: 3 clusters Score -5077528 nChanged 5
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	Iteration 101Q: 3 clusters Score -5077528 nChanged 4
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	Iteration 102Q: 3 clusters Score -5077530 nChanged 1
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	Iteration 103Q: 3 clusters Score -5077530 nChanged 2
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	Iteration 104Q: 3 clusters Score -5077524 nChanged 6
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	Iteration 105Q: 3 clusters Score -5077530 nChanged 6
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	Iteration 106Q: 3 clusters Score -5077534 nChanged 4
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	Iteration 107Q: 3 clusters Score -5077536 nChanged 3
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	Iteration 108Q: 3 clusters Score -5077537 nChanged 3
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	Iteration 109Q: 3 clusters Score -5077532 nChanged 1
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	Iteration 110Q: 3 clusters Score -5077538 nChanged 4
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	Iteration 111Q: 3 clusters Score -5077534 nChanged 3
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	Iteration 112Q: 3 clusters Score -5077536 nChanged 5
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	Iteration 113Q: 3 clusters Score -5077540 nChanged 4
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	Iteration 114Q: 3 clusters Score -5077532 nChanged 2
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	Iteration 115Q: 3 clusters Score -5077534 nChanged 4
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	Iteration 116Q: 3 clusters Score -5077534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -5077540.500000 Penalty: 5309.700195
	Iteration 117Q: 3 clusters Score -5077540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 31562 members 
Entering Unmasked Estep 
Score: -5077540.500000 Penalty: 5309.700195
	Iteration 118Q: 3 clusters Score -5077540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 31563 members 
Entering Unmasked Estep 
Score: -5077543.500000 Penalty: 5309.700195
	Iteration 119Q: 3 clusters Score -5077544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -5077543.000000 Penalty: 5309.700195
	Iteration 120F: 3 clusters Score -5077543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -5077543.500000 Penalty: 5309.700195
	Iteration 121Q: 3 clusters Score -5077544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
Score: -5077544.500000 Penalty: 5309.700195
	Iteration 122Q: 3 clusters Score -5077544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
Score: -5077544.500000 Penalty: 5309.700195
	Iteration 123F: 3 clusters Score -5077544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Entering Unmasked Estep 
Score: -2074421.750000 Penalty: 2434.522217
	Iteration 0F: 2 clusters Score -2074422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -2061415.125000 Penalty: 4869.044434
	Iteration 0F: 3 clusters Score -2061415 nChanged 8117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -2066123.125000 Penalty: 4869.044434
	Iteration 1F: 3 clusters Score -2066123 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -2066739.875000 Penalty: 4869.044434
	Iteration 2F: 3 clusters Score -2066740 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -2067270.000000 Penalty: 4869.044434
	Iteration 3F: 3 clusters Score -2067270 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -2067776.000000 Penalty: 4869.044434
	Iteration 4F: 3 clusters Score -2067776 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -2068217.000000 Penalty: 4869.044434
	Iteration 5F: 3 clusters Score -2068217 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -2068609.750000 Penalty: 4869.044434
	Iteration 6Q: 3 clusters Score -2068610 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -2068973.625000 Penalty: 4869.044434
	Iteration 7Q: 3 clusters Score -2068974 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -2069356.875000 Penalty: 4869.044434
	Iteration 8Q: 3 clusters Score -2069357 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -2069777.500000 Penalty: 4869.044434
	Iteration 9Q: 3 clusters Score -2069778 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -2070231.000000 Penalty: 4869.044434
	Iteration 10Q: 3 clusters Score -2070231 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -2070661.500000 Penalty: 4869.044434
	Iteration 11Q: 3 clusters Score -2070662 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -2071036.625000 Penalty: 4869.044434
	Iteration 12Q: 3 clusters Score -2071037 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -2071313.000000 Penalty: 4869.044434
	Iteration 13Q: 3 clusters Score -2071313 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -2071492.500000 Penalty: 4869.044434
	Iteration 14Q: 3 clusters Score -2071492 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -2071660.750000 Penalty: 4869.044434
	Iteration 15Q: 3 clusters Score -2071661 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -2071774.625000 Penalty: 4869.044434
	Iteration 16Q: 3 clusters Score -2071775 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -2071851.500000 Penalty: 4869.044434
	Iteration 17Q: 3 clusters Score -2071852 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -2071929.750000 Penalty: 4869.044434
	Iteration 18Q: 3 clusters Score -2071930 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -2071997.625000 Penalty: 4869.044434
	Iteration 19Q: 3 clusters Score -2071998 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -2072042.500000 Penalty: 4869.044434
	Iteration 20F: 3 clusters Score -2072042 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -2072076.750000 Penalty: 4869.044434
	Iteration 21Q: 3 clusters Score -2072077 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -2072117.125000 Penalty: 4869.044434
	Iteration 22Q: 3 clusters Score -2072117 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -2072145.875000 Penalty: 4869.044434
	Iteration 23Q: 3 clusters Score -2072146 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -2072179.125000 Penalty: 4869.044434
	Iteration 24Q: 3 clusters Score -2072179 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -2072208.125000 Penalty: 4869.044434
	Iteration 25Q: 3 clusters Score -2072208 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -2072238.375000 Penalty: 4869.044434
	Iteration 26Q: 3 clusters Score -2072238 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -2072255.375000 Penalty: 4869.044434
	Iteration 27Q: 3 clusters Score -2072255 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -2072277.625000 Penalty: 4869.044434
	Iteration 28Q: 3 clusters Score -2072278 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -2072298.125000 Penalty: 4869.044434
	Iteration 29Q: 3 clusters Score -2072298 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -2072322.000000 Penalty: 4869.044434
	Iteration 30Q: 3 clusters Score -2072322 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -2072355.125000 Penalty: 4869.044434
	Iteration 31Q: 3 clusters Score -2072355 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -2072372.125000 Penalty: 4869.044434
	Iteration 32Q: 3 clusters Score -2072372 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -2072395.000000 Penalty: 4869.044434
	Iteration 33Q: 3 clusters Score -2072395 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -2072418.250000 Penalty: 4869.044434
	Iteration 34Q: 3 clusters Score -2072418 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -2072429.000000 Penalty: 4869.044434
	Iteration 35Q: 3 clusters Score -2072429 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -2072458.125000 Penalty: 4869.044434
	Iteration 36Q: 3 clusters Score -2072458 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -2072480.750000 Penalty: 4869.044434
	Iteration 37Q: 3 clusters Score -2072481 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -2072498.500000 Penalty: 4869.044434
	Iteration 38Q: 3 clusters Score -2072498 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -2072523.625000 Penalty: 4869.044434
	Iteration 39Q: 3 clusters Score -2072524 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -2072543.750000 Penalty: 4869.044434
	Iteration 40F: 3 clusters Score -2072544 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -2072566.250000 Penalty: 4869.044434
	Iteration 41Q: 3 clusters Score -2072566 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -2072591.625000 Penalty: 4869.044434
	Iteration 42Q: 3 clusters Score -2072592 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -2072611.125000 Penalty: 4869.044434
	Iteration 43Q: 3 clusters Score -2072611 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -2072629.500000 Penalty: 4869.044434
	Iteration 44Q: 3 clusters Score -2072630 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -2072644.875000 Penalty: 4869.044434
	Iteration 45Q: 3 clusters Score -2072645 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -2072662.500000 Penalty: 4869.044434
	Iteration 46Q: 3 clusters Score -2072662 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -2072685.375000 Penalty: 4869.044434
	Iteration 47Q: 3 clusters Score -2072685 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -2072707.500000 Penalty: 4869.044434
	Iteration 48Q: 3 clusters Score -2072708 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -2072731.000000 Penalty: 4869.044434
	Iteration 49Q: 3 clusters Score -2072731 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -2072755.750000 Penalty: 4869.044434
	Iteration 50Q: 3 clusters Score -2072756 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -2072772.250000 Penalty: 4869.044434
	Iteration 51Q: 3 clusters Score -2072772 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -2072792.500000 Penalty: 4869.044434
	Iteration 52Q: 3 clusters Score -2072792 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -2072795.250000 Penalty: 4869.044434
	Iteration 53Q: 3 clusters Score -2072795 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -2072801.250000 Penalty: 4869.044434
	Iteration 54Q: 3 clusters Score -2072801 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -2072807.500000 Penalty: 4869.044434
	Iteration 55Q: 3 clusters Score -2072808 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -2072814.750000 Penalty: 4869.044434
	Iteration 56Q: 3 clusters Score -2072815 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -2072815.375000 Penalty: 4869.044434
	Iteration 57Q: 3 clusters Score -2072815 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -2072822.750000 Penalty: 4869.044434
	Iteration 58Q: 3 clusters Score -2072823 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -2072832.125000 Penalty: 4869.044434
	Iteration 59Q: 3 clusters Score -2072832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -2072833.125000 Penalty: 4869.044434
	Iteration 60F: 3 clusters Score -2072833 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -2072836.375000 Penalty: 4869.044434
	Iteration 61Q: 3 clusters Score -2072836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -2072840.875000 Penalty: 4869.044434
	Iteration 62Q: 3 clusters Score -2072841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -2072840.750000 Penalty: 4869.044434
	Iteration 63Q: 3 clusters Score -2072841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -2072843.250000 Penalty: 4869.044434
	Iteration 64Q: 3 clusters Score -2072843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -2072842.500000 Penalty: 4869.044434
	Iteration 65Q: 3 clusters Score -2072842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -2072847.250000 Penalty: 4869.044434
	Iteration 66Q: 3 clusters Score -2072847 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -2072852.500000 Penalty: 4869.044434
	Iteration 67Q: 3 clusters Score -2072852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -2072852.750000 Penalty: 4869.044434
	Iteration 68Q: 3 clusters Score -2072853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -2072856.125000 Penalty: 4869.044434
	Iteration 69Q: 3 clusters Score -2072856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -2072854.750000 Penalty: 4869.044434
	Iteration 70Q: 3 clusters Score -2072855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -2072859.375000 Penalty: 4869.044434
	Iteration 71Q: 3 clusters Score -2072859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -2072859.000000 Penalty: 4869.044434
	Iteration 72Q: 3 clusters Score -2072859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -2072859.375000 Penalty: 4869.044434
	Iteration 73Q: 3 clusters Score -2072859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -2072858.625000 Penalty: 4869.044434
	Iteration 74Q: 3 clusters Score -2072859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -2072857.875000 Penalty: 4869.044434
	Iteration 75Q: 3 clusters Score -2072858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -2072859.625000 Penalty: 4869.044434
	Iteration 76Q: 3 clusters Score -2072860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -2072858.500000 Penalty: 4869.044434
	Iteration 77Q: 3 clusters Score -2072858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -2072860.625000 Penalty: 4869.044434
	Iteration 78Q: 3 clusters Score -2072861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -2072860.500000 Penalty: 4869.044434
	Iteration 79Q: 3 clusters Score -2072860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -2072862.375000 Penalty: 4869.044434
	Iteration 80F: 3 clusters Score -2072862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -2072866.125000 Penalty: 4869.044434
	Iteration 81Q: 3 clusters Score -2072866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -2072865.625000 Penalty: 4869.044434
	Iteration 82Q: 3 clusters Score -2072866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -2072863.625000 Penalty: 4869.044434
	Iteration 83Q: 3 clusters Score -2072864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -2072864.875000 Penalty: 4869.044434
	Iteration 84Q: 3 clusters Score -2072865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -2072867.250000 Penalty: 4869.044434
	Iteration 85Q: 3 clusters Score -2072867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -2072867.250000 Penalty: 4869.044434
	Iteration 86F: 3 clusters Score -2072867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Entering Unmasked Estep 
Score: -2004312.750000 Penalty: 2407.558838
	Iteration 0F: 2 clusters Score -2004313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1992452.750000 Penalty: 4815.117676
	Iteration 0F: 3 clusters Score -1992453 nChanged 7183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1996314.750000 Penalty: 4815.117676
	Iteration 1F: 3 clusters Score -1996315 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1996749.625000 Penalty: 4815.117676
	Iteration 2F: 3 clusters Score -1996750 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1997176.250000 Penalty: 4815.117676
	Iteration 3F: 3 clusters Score -1997176 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1997608.750000 Penalty: 4815.117676
	Iteration 4F: 3 clusters Score -1997609 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1998113.750000 Penalty: 4815.117676
	Iteration 5F: 3 clusters Score -1998114 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1998763.125000 Penalty: 4815.117676
	Iteration 6F: 3 clusters Score -1998763 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1999525.625000 Penalty: 4815.117676
	Iteration 7F: 3 clusters Score -1999526 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -2000385.500000 Penalty: 4815.117676
	Iteration 8F: 3 clusters Score -2000386 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -2001210.500000 Penalty: 4815.117676
	Iteration 9Q: 3 clusters Score -2001210 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -2001764.375000 Penalty: 4815.117676
	Iteration 10Q: 3 clusters Score -2001764 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -2002032.625000 Penalty: 4815.117676
	Iteration 11Q: 3 clusters Score -2002033 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -2002164.000000 Penalty: 4815.117676
	Iteration 12Q: 3 clusters Score -2002164 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -2002222.125000 Penalty: 4815.117676
	Iteration 13Q: 3 clusters Score -2002222 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -2002245.625000 Penalty: 4815.117676
	Iteration 14Q: 3 clusters Score -2002246 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -2002278.000000 Penalty: 4815.117676
	Iteration 15Q: 3 clusters Score -2002278 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -2002295.750000 Penalty: 4815.117676
	Iteration 16Q: 3 clusters Score -2002296 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -2002302.625000 Penalty: 4815.117676
	Iteration 17Q: 3 clusters Score -2002303 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -2002310.000000 Penalty: 4815.117676
	Iteration 18Q: 3 clusters Score -2002310 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -2002316.625000 Penalty: 4815.117676
	Iteration 19Q: 3 clusters Score -2002317 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -2002327.125000 Penalty: 4815.117676
	Iteration 20F: 3 clusters Score -2002327 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -2002333.875000 Penalty: 4815.117676
	Iteration 21Q: 3 clusters Score -2002334 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -2002339.125000 Penalty: 4815.117676
	Iteration 22Q: 3 clusters Score -2002339 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -2002344.000000 Penalty: 4815.117676
	Iteration 23Q: 3 clusters Score -2002344 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -2002354.625000 Penalty: 4815.117676
	Iteration 24Q: 3 clusters Score -2002355 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -2002364.375000 Penalty: 4815.117676
	Iteration 25Q: 3 clusters Score -2002364 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -2002372.375000 Penalty: 4815.117676
	Iteration 26Q: 3 clusters Score -2002372 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -2002375.500000 Penalty: 4815.117676
	Iteration 27Q: 3 clusters Score -2002376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -2002381.375000 Penalty: 4815.117676
	Iteration 28Q: 3 clusters Score -2002381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -2002381.000000 Penalty: 4815.117676
	Iteration 29Q: 3 clusters Score -2002381 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -2002386.375000 Penalty: 4815.117676
	Iteration 30Q: 3 clusters Score -2002386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -2002393.375000 Penalty: 4815.117676
	Iteration 31Q: 3 clusters Score -2002393 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -2002396.750000 Penalty: 4815.117676
	Iteration 32Q: 3 clusters Score -2002397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -2002397.625000 Penalty: 4815.117676
	Iteration 33Q: 3 clusters Score -2002398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -2002397.250000 Penalty: 4815.117676
	Iteration 34Q: 3 clusters Score -2002397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -2002398.375000 Penalty: 4815.117676
	Iteration 35Q: 3 clusters Score -2002398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -2002397.125000 Penalty: 4815.117676
	Iteration 36Q: 3 clusters Score -2002397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -2002399.000000 Penalty: 4815.117676
	Iteration 37Q: 3 clusters Score -2002399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -2002401.875000 Penalty: 4815.117676
	Iteration 38Q: 3 clusters Score -2002402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -2002404.250000 Penalty: 4815.117676
	Iteration 39Q: 3 clusters Score -2002404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -2002403.375000 Penalty: 4815.117676
	Iteration 40F: 3 clusters Score -2002403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -2002402.375000 Penalty: 4815.117676
	Iteration 41Q: 3 clusters Score -2002402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -2002403.125000 Penalty: 4815.117676
	Iteration 42Q: 3 clusters Score -2002403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -2002403.375000 Penalty: 4815.117676
	Iteration 43Q: 3 clusters Score -2002403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -2002402.750000 Penalty: 4815.117676
	Iteration 44Q: 3 clusters Score -2002403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -2002402.000000 Penalty: 4815.117676
	Iteration 45Q: 3 clusters Score -2002402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -2002403.000000 Penalty: 4815.117676
	Iteration 46Q: 3 clusters Score -2002403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -2002403.500000 Penalty: 4815.117676
	Iteration 47Q: 3 clusters Score -2002404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -2002403.500000 Penalty: 4815.117676
	Iteration 48F: 3 clusters Score -2002404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Entering Unmasked Estep 
Score: -740857.437500 Penalty: 2179.457520
	Iteration 0F: 2 clusters Score -740857.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -735423.812500 Penalty: 4358.915039
	Iteration 0F: 3 clusters Score -735423.8 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -736909.625000 Penalty: 4358.915039
	Iteration 1F: 3 clusters Score -736909.6 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -737280.750000 Penalty: 4358.915039
	Iteration 2F: 3 clusters Score -737280.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -737598.750000 Penalty: 4358.915039
	Iteration 3F: 3 clusters Score -737598.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -737838.937500 Penalty: 4358.915039
	Iteration 4F: 3 clusters Score -737838.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -738050.312500 Penalty: 4358.915039
	Iteration 5Q: 3 clusters Score -738050.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -738251.687500 Penalty: 4358.915039
	Iteration 6Q: 3 clusters Score -738251.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -738401.625000 Penalty: 4358.915039
	Iteration 7Q: 3 clusters Score -738401.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -738539.187500 Penalty: 4358.915039
	Iteration 8Q: 3 clusters Score -738539.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -738686.062500 Penalty: 4358.915039
	Iteration 9Q: 3 clusters Score -738686.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -738855.250000 Penalty: 4358.915039
	Iteration 10Q: 3 clusters Score -738855.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -739038.687500 Penalty: 4358.915039
	Iteration 11Q: 3 clusters Score -739038.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -739274.500000 Penalty: 4358.915039
	Iteration 12Q: 3 clusters Score -739274.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -739501.875000 Penalty: 4358.915039
	Iteration 13Q: 3 clusters Score -739501.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -739640.187500 Penalty: 4358.915039
	Iteration 14Q: 3 clusters Score -739640.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -739728.187500 Penalty: 4358.915039
	Iteration 15Q: 3 clusters Score -739728.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -739800.000000 Penalty: 4358.915039
	Iteration 16Q: 3 clusters Score -739800 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -739858.687500 Penalty: 4358.915039
	Iteration 17Q: 3 clusters Score -739858.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -739900.375000 Penalty: 4358.915039
	Iteration 18Q: 3 clusters Score -739900.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -739930.000000 Penalty: 4358.915039
	Iteration 19Q: 3 clusters Score -739930 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -739947.437500 Penalty: 4358.915039
	Iteration 20F: 3 clusters Score -739947.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -739958.062500 Penalty: 4358.915039
	Iteration 21Q: 3 clusters Score -739958.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -739965.562500 Penalty: 4358.915039
	Iteration 22Q: 3 clusters Score -739965.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -739971.000000 Penalty: 4358.915039
	Iteration 23Q: 3 clusters Score -739971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -739973.937500 Penalty: 4358.915039
	Iteration 24Q: 3 clusters Score -739973.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -739981.625000 Penalty: 4358.915039
	Iteration 25Q: 3 clusters Score -739981.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -739989.812500 Penalty: 4358.915039
	Iteration 26Q: 3 clusters Score -739989.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -739996.375000 Penalty: 4358.915039
	Iteration 27Q: 3 clusters Score -739996.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -740004.250000 Penalty: 4358.915039
	Iteration 28Q: 3 clusters Score -740004.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -740022.125000 Penalty: 4358.915039
	Iteration 29Q: 3 clusters Score -740022.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -740034.375000 Penalty: 4358.915039
	Iteration 30Q: 3 clusters Score -740034.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -740044.812500 Penalty: 4358.915039
	Iteration 31Q: 3 clusters Score -740044.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -740068.250000 Penalty: 4358.915039
	Iteration 32Q: 3 clusters Score -740068.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -740098.937500 Penalty: 4358.915039
	Iteration 33Q: 3 clusters Score -740098.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -740144.562500 Penalty: 4358.915039
	Iteration 34Q: 3 clusters Score -740144.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -740189.062500 Penalty: 4358.915039
	Iteration 35Q: 3 clusters Score -740189.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -740221.875000 Penalty: 4358.915039
	Iteration 36Q: 3 clusters Score -740221.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -740236.875000 Penalty: 4358.915039
	Iteration 37Q: 3 clusters Score -740236.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -740244.562500 Penalty: 4358.915039
	Iteration 38Q: 3 clusters Score -740244.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -740251.687500 Penalty: 4358.915039
	Iteration 39Q: 3 clusters Score -740251.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -740256.750000 Penalty: 4358.915039
	Iteration 40F: 3 clusters Score -740256.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -740261.062500 Penalty: 4358.915039
	Iteration 41Q: 3 clusters Score -740261.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -740268.375000 Penalty: 4358.915039
	Iteration 42Q: 3 clusters Score -740268.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -740271.875000 Penalty: 4358.915039
	Iteration 43Q: 3 clusters Score -740271.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -740271.937500 Penalty: 4358.915039
	Iteration 44Q: 3 clusters Score -740271.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -740273.625000 Penalty: 4358.915039
	Iteration 45Q: 3 clusters Score -740273.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -740274.625000 Penalty: 4358.915039
	Iteration 46Q: 3 clusters Score -740274.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -740275.312500 Penalty: 4358.915039
	Iteration 47Q: 3 clusters Score -740275.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -740278.062500 Penalty: 4358.915039
	Iteration 48Q: 3 clusters Score -740278.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -740277.500000 Penalty: 4358.915039
	Iteration 49Q: 3 clusters Score -740277.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -740281.187500 Penalty: 4358.915039
	Iteration 50Q: 3 clusters Score -740281.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -740281.312500 Penalty: 4358.915039
	Iteration 51Q: 3 clusters Score -740281.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -740279.062500 Penalty: 4358.915039
	Iteration 52Q: 3 clusters Score -740279.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -740280.250000 Penalty: 4358.915039
	Iteration 53Q: 3 clusters Score -740280.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -740281.812500 Penalty: 4358.915039
	Iteration 54Q: 3 clusters Score -740281.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -740282.750000 Penalty: 4358.915039
	Iteration 55Q: 3 clusters Score -740282.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -740282.750000 Penalty: 4358.915039
	Iteration 56F: 3 clusters Score -740282.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Entering Unmasked Estep 
Score: -631924.187500 Penalty: 2138.591553
	Iteration 0F: 2 clusters Score -631924.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -627109.375000 Penalty: 4277.183105
	Iteration 0F: 3 clusters Score -627109.4 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -628518.000000 Penalty: 4277.183105
	Iteration 1F: 3 clusters Score -628518 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -628989.875000 Penalty: 4277.183105
	Iteration 2F: 3 clusters Score -628989.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -629389.562500 Penalty: 4277.183105
	Iteration 3F: 3 clusters Score -629389.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -629752.562500 Penalty: 4277.183105
	Iteration 4F: 3 clusters Score -629752.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -629989.500000 Penalty: 4277.183105
	Iteration 5F: 3 clusters Score -629989.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -630141.500000 Penalty: 4277.183105
	Iteration 6Q: 3 clusters Score -630141.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -630270.687500 Penalty: 4277.183105
	Iteration 7Q: 3 clusters Score -630270.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -630365.375000 Penalty: 4277.183105
	Iteration 8Q: 3 clusters Score -630365.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -630421.437500 Penalty: 4277.183105
	Iteration 9Q: 3 clusters Score -630421.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -630458.187500 Penalty: 4277.183105
	Iteration 10Q: 3 clusters Score -630458.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -630479.375000 Penalty: 4277.183105
	Iteration 11Q: 3 clusters Score -630479.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -630495.000000 Penalty: 4277.183105
	Iteration 12Q: 3 clusters Score -630495 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -630514.937500 Penalty: 4277.183105
	Iteration 13Q: 3 clusters Score -630514.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -630530.125000 Penalty: 4277.183105
	Iteration 14Q: 3 clusters Score -630530.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -630544.250000 Penalty: 4277.183105
	Iteration 15Q: 3 clusters Score -630544.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -630555.187500 Penalty: 4277.183105
	Iteration 16Q: 3 clusters Score -630555.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -630560.312500 Penalty: 4277.183105
	Iteration 17Q: 3 clusters Score -630560.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -630574.750000 Penalty: 4277.183105
	Iteration 18Q: 3 clusters Score -630574.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -630587.250000 Penalty: 4277.183105
	Iteration 19Q: 3 clusters Score -630587.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -630598.062500 Penalty: 4277.183105
	Iteration 20F: 3 clusters Score -630598.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -630605.562500 Penalty: 4277.183105
	Iteration 21Q: 3 clusters Score -630605.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -630615.687500 Penalty: 4277.183105
	Iteration 22Q: 3 clusters Score -630615.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -630623.562500 Penalty: 4277.183105
	Iteration 23Q: 3 clusters Score -630623.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -630631.375000 Penalty: 4277.183105
	Iteration 24Q: 3 clusters Score -630631.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -630637.687500 Penalty: 4277.183105
	Iteration 25Q: 3 clusters Score -630637.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -630641.937500 Penalty: 4277.183105
	Iteration 26Q: 3 clusters Score -630641.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -630646.375000 Penalty: 4277.183105
	Iteration 27Q: 3 clusters Score -630646.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -630648.500000 Penalty: 4277.183105
	Iteration 28Q: 3 clusters Score -630648.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -630652.750000 Penalty: 4277.183105
	Iteration 29Q: 3 clusters Score -630652.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -630655.437500 Penalty: 4277.183105
	Iteration 30Q: 3 clusters Score -630655.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -630655.000000 Penalty: 4277.183105
	Iteration 31Q: 3 clusters Score -630655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -630657.875000 Penalty: 4277.183105
	Iteration 32Q: 3 clusters Score -630657.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -630657.312500 Penalty: 4277.183105
	Iteration 33Q: 3 clusters Score -630657.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -630657.062500 Penalty: 4277.183105
	Iteration 34Q: 3 clusters Score -630657.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -630657.625000 Penalty: 4277.183105
	Iteration 35Q: 3 clusters Score -630657.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -630658.937500 Penalty: 4277.183105
	Iteration 36Q: 3 clusters Score -630658.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -630659.562500 Penalty: 4277.183105
	Iteration 37Q: 3 clusters Score -630659.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -630660.875000 Penalty: 4277.183105
	Iteration 38Q: 3 clusters Score -630660.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -630660.875000 Penalty: 4277.183105
	Iteration 39F: 3 clusters Score -630660.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (40320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40320 members 
Entering Unmasked Estep 
Score: -4702680.000000 Penalty: 2629.941406
	Iteration 0F: 2 clusters Score -4702680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -4675384.500000 Penalty: 5259.882812
	Iteration 0F: 3 clusters Score -4675384 nChanged 18453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -4685478.000000 Penalty: 5259.882812
	Iteration 1F: 3 clusters Score -4685478 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -4686199.500000 Penalty: 5259.882812
	Iteration 2Q: 3 clusters Score -4686200 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -4686938.500000 Penalty: 5259.882812
	Iteration 3Q: 3 clusters Score -4686938 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -4687762.000000 Penalty: 5259.882812
	Iteration 4Q: 3 clusters Score -4687762 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -4688698.500000 Penalty: 5259.882812
	Iteration 5Q: 3 clusters Score -4688698 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -4689826.500000 Penalty: 5259.882812
	Iteration 6F: 3 clusters Score -4689826 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -4691076.000000 Penalty: 5259.882812
	Iteration 7F: 3 clusters Score -4691076 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -4692358.000000 Penalty: 5259.882812
	Iteration 8F: 3 clusters Score -4692358 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -4693454.500000 Penalty: 5259.882812
	Iteration 9Q: 3 clusters Score -4693454 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -4694443.500000 Penalty: 5259.882812
	Iteration 10Q: 3 clusters Score -4694444 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -4695229.500000 Penalty: 5259.882812
	Iteration 11Q: 3 clusters Score -4695230 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -4695846.000000 Penalty: 5259.882812
	Iteration 12Q: 3 clusters Score -4695846 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -4696368.500000 Penalty: 5259.882812
	Iteration 13Q: 3 clusters Score -4696368 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -4696789.500000 Penalty: 5259.882812
	Iteration 14Q: 3 clusters Score -4696790 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -4697069.000000 Penalty: 5259.882812
	Iteration 15Q: 3 clusters Score -4697069 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -4697332.000000 Penalty: 5259.882812
	Iteration 16Q: 3 clusters Score -4697332 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -4697524.500000 Penalty: 5259.882812
	Iteration 17Q: 3 clusters Score -4697524 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -4697703.000000 Penalty: 5259.882812
	Iteration 18Q: 3 clusters Score -4697703 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -4697900.500000 Penalty: 5259.882812
	Iteration 19Q: 3 clusters Score -4697900 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -4698086.500000 Penalty: 5259.882812
	Iteration 20F: 3 clusters Score -4698086 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -4698212.500000 Penalty: 5259.882812
	Iteration 21Q: 3 clusters Score -4698212 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -4698335.500000 Penalty: 5259.882812
	Iteration 22Q: 3 clusters Score -4698336 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 25615 members 
Entering Unmasked Estep 
Score: -4698417.500000 Penalty: 5259.882812
	Iteration 23Q: 3 clusters Score -4698418 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -4698500.000000 Penalty: 5259.882812
	Iteration 24Q: 3 clusters Score -4698500 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -4698551.500000 Penalty: 5259.882812
	Iteration 25Q: 3 clusters Score -4698552 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -4698615.000000 Penalty: 5259.882812
	Iteration 26Q: 3 clusters Score -4698615 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -4698650.500000 Penalty: 5259.882812
	Iteration 27Q: 3 clusters Score -4698650 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -4698704.000000 Penalty: 5259.882812
	Iteration 28Q: 3 clusters Score -4698704 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -4698712.500000 Penalty: 5259.882812
	Iteration 29Q: 3 clusters Score -4698712 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -4698730.500000 Penalty: 5259.882812
	Iteration 30Q: 3 clusters Score -4698730 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 26493 members 
Entering Unmasked Estep 
Score: -4698733.500000 Penalty: 5259.882812
	Iteration 31Q: 3 clusters Score -4698734 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4698743 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4698770 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 26663 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4698774 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4698782 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4698766 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4698777 nChanged 112
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Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4698796 nChanged 101
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4698828 nChanged 97
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Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4698832 nChanged 88
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Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4698833 nChanged 97
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Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 27284 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4698847 nChanged 101
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Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 27375 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4698854 nChanged 105
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Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4698859 nChanged 104
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Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 27558 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4698864 nChanged 99
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Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4698870 nChanged 113
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Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4698881 nChanged 124
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Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 27838 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4698898 nChanged 131
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Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4698924 nChanged 141
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Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 28070 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4698951 nChanged 138
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Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4698961 nChanged 154
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Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4698976 nChanged 148
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Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 28474 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4698996 nChanged 151
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4699004 nChanged 173
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Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4699031 nChanged 157
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Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4699060 nChanged 162
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Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 29063 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4699067 nChanged 175
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Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 29232 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4699070 nChanged 180
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Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4699121 nChanged 194
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Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 29590 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4699154 nChanged 203
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Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4699192 nChanged 226
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Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4699217 nChanged 243
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Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 30242 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4699260 nChanged 258
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Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 30492 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4699315 nChanged 269
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Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 30753 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4699394 nChanged 289
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Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 31036 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4699435 nChanged 301
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Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4699538 nChanged 331
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Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 31662 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4699608 nChanged 333
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Mstep: Class 1 contains 8335 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4699684 nChanged 342
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Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 32323 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4699772 nChanged 360
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Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 32681 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4699890 nChanged 348
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Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 33027 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4699980 nChanged 357
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 33378 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4700078 nChanged 360
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Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 33738 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4700191 nChanged 356
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Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 34082 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4700306 nChanged 296
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Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4700377 nChanged 275
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Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4700464 nChanged 240
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Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 34875 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4700520 nChanged 220
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Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 35089 members 
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	Iteration 79Q: 3 clusters Score -4700570 nChanged 200
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Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 35281 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4700626 nChanged 187
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 35452 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4700672 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 35611 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4700702 nChanged 148
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Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 35755 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4700738 nChanged 137
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Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 35880 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4700774 nChanged 134
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Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 36008 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4700794 nChanged 137
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Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 36139 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4700836 nChanged 117
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Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 36250 members 
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	Iteration 87Q: 3 clusters Score -4700859 nChanged 112
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Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 36354 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4700890 nChanged 98
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Mstep: Class 1 contains 3876 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4700910 nChanged 98
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Mstep: Class 1 contains 3780 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4700923 nChanged 89
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Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 36621 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4700944 nChanged 96
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Mstep: Class 1 contains 3609 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4700971 nChanged 85
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Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 36786 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4700986 nChanged 73
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Mstep: Class 1 contains 3465 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4701002 nChanged 65
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Mstep: Class 1 contains 3406 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4701010 nChanged 60
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Mstep: Class 1 contains 3350 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4701032 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 37031 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4701046 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 37089 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4701049 nChanged 49
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Mstep: Class 1 contains 3184 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4701058 nChanged 48
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Mstep: Class 1 contains 3140 members 
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Entering Unmasked Estep 
Score: -4701072.000000 Penalty: 5259.882812
	Iteration 100F: 3 clusters Score -4701072 nChanged 46
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Mstep: Class 1 contains 3094 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4701068 nChanged 31
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Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 37255 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4701071 nChanged 29
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Mstep: Class 1 contains 3042 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4701070 nChanged 24
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Mstep: Class 1 contains 3022 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4701066 nChanged 22
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Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 37316 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4701076 nChanged 25
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Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 37335 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4701082 nChanged 26
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Mstep: Class 1 contains 2961 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4701080 nChanged 24
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4701086 nChanged 22
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Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 37401 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4701092 nChanged 15
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Mstep: Class 1 contains 2908 members 
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	Iteration 110Q: 3 clusters Score -4701096 nChanged 14
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Mstep: Class 1 contains 2896 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4701090 nChanged 17
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	Iteration 112Q: 3 clusters Score -4701090 nChanged 16
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Mstep: Class 1 contains 2867 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4701086 nChanged 19
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Mstep: Class 1 contains 2854 members 
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	Iteration 114Q: 3 clusters Score -4701088 nChanged 11
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4701092 nChanged 12
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	Iteration 116Q: 3 clusters Score -4701104 nChanged 15
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Mstep: Class 1 contains 2830 members 
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	Iteration 117Q: 3 clusters Score -4701104 nChanged 16
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Entering Unmasked Estep 
Score: -4701114.000000 Penalty: 5259.882812
	Iteration 118Q: 3 clusters Score -4701114 nChanged 15
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4701109 nChanged 12
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4701106 nChanged 14
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Mstep: Class 1 contains 2791 members 
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	Iteration 121Q: 3 clusters Score -4701109 nChanged 13
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4701106 nChanged 8
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Mstep: Class 1 contains 2776 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4701113 nChanged 5
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4701118 nChanged 7
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Entering Unmasked Estep 
Score: -4701117.500000 Penalty: 5259.882812
	Iteration 125Q: 3 clusters Score -4701118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 37559 members 
Entering Unmasked Estep 
Score: -4701120.000000 Penalty: 5259.882812
	Iteration 126Q: 3 clusters Score -4701120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -4701122.000000 Penalty: 5259.882812
	Iteration 127Q: 3 clusters Score -4701122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 37565 members 
Entering Unmasked Estep 
Score: -4701127.000000 Penalty: 5259.882812
	Iteration 128Q: 3 clusters Score -4701127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 37567 members 
Entering Unmasked Estep 
Score: -4701128.500000 Penalty: 5259.882812
	Iteration 129Q: 3 clusters Score -4701128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 37570 members 
Entering Unmasked Estep 
Score: -4701128.500000 Penalty: 5259.882812
	Iteration 130Q: 3 clusters Score -4701128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 37570 members 
Entering Unmasked Estep 
Score: -4701128.500000 Penalty: 5259.882812
	Iteration 131F: 3 clusters Score -4701128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (29208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29208 members 
Entering Unmasked Estep 
Score: -3399177.000000 Penalty: 2549.985107
	Iteration 0F: 2 clusters Score -3399177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -3379262.500000 Penalty: 5099.970215
	Iteration 0F: 3 clusters Score -3379262 nChanged 13123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -3386402.000000 Penalty: 5099.970215
	Iteration 1F: 3 clusters Score -3386402 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -3387073.000000 Penalty: 5099.970215
	Iteration 2F: 3 clusters Score -3387073 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -3387709.250000 Penalty: 5099.970215
	Iteration 3F: 3 clusters Score -3387709 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -3388382.000000 Penalty: 5099.970215
	Iteration 4Q: 3 clusters Score -3388382 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -3389177.000000 Penalty: 5099.970215
	Iteration 5Q: 3 clusters Score -3389177 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -3390078.500000 Penalty: 5099.970215
	Iteration 6Q: 3 clusters Score -3390078 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -3390881.750000 Penalty: 5099.970215
	Iteration 7Q: 3 clusters Score -3390882 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -3391549.500000 Penalty: 5099.970215
	Iteration 8Q: 3 clusters Score -3391550 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -3392096.000000 Penalty: 5099.970215
	Iteration 9Q: 3 clusters Score -3392096 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -3392538.750000 Penalty: 5099.970215
	Iteration 10Q: 3 clusters Score -3392539 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -3392906.250000 Penalty: 5099.970215
	Iteration 11Q: 3 clusters Score -3392906 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -3393176.000000 Penalty: 5099.970215
	Iteration 12Q: 3 clusters Score -3393176 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -3393364.500000 Penalty: 5099.970215
	Iteration 13Q: 3 clusters Score -3393364 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -3393566.500000 Penalty: 5099.970215
	Iteration 14Q: 3 clusters Score -3393566 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -3393773.750000 Penalty: 5099.970215
	Iteration 15Q: 3 clusters Score -3393774 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -3393943.250000 Penalty: 5099.970215
	Iteration 16Q: 3 clusters Score -3393943 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -3394157.500000 Penalty: 5099.970215
	Iteration 17Q: 3 clusters Score -3394158 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -3394399.250000 Penalty: 5099.970215
	Iteration 18Q: 3 clusters Score -3394399 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -3394609.250000 Penalty: 5099.970215
	Iteration 19Q: 3 clusters Score -3394609 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -3394875.000000 Penalty: 5099.970215
	Iteration 20F: 3 clusters Score -3394875 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -3395123.250000 Penalty: 5099.970215
	Iteration 21Q: 3 clusters Score -3395123 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -3395328.250000 Penalty: 5099.970215
	Iteration 22Q: 3 clusters Score -3395328 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -3395570.000000 Penalty: 5099.970215
	Iteration 23Q: 3 clusters Score -3395570 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -3395756.000000 Penalty: 5099.970215
	Iteration 24Q: 3 clusters Score -3395756 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -3395868.500000 Penalty: 5099.970215
	Iteration 25Q: 3 clusters Score -3395868 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -3395991.500000 Penalty: 5099.970215
	Iteration 26Q: 3 clusters Score -3395992 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -3396059.250000 Penalty: 5099.970215
	Iteration 27Q: 3 clusters Score -3396059 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -3396126.250000 Penalty: 5099.970215
	Iteration 28Q: 3 clusters Score -3396126 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -3396191.750000 Penalty: 5099.970215
	Iteration 29Q: 3 clusters Score -3396192 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -3396236.000000 Penalty: 5099.970215
	Iteration 30Q: 3 clusters Score -3396236 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -3396317.000000 Penalty: 5099.970215
	Iteration 31Q: 3 clusters Score -3396317 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -3396365.750000 Penalty: 5099.970215
	Iteration 32Q: 3 clusters Score -3396366 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -3396413.500000 Penalty: 5099.970215
	Iteration 33Q: 3 clusters Score -3396414 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -3396466.500000 Penalty: 5099.970215
	Iteration 34Q: 3 clusters Score -3396466 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -3396512.000000 Penalty: 5099.970215
	Iteration 35Q: 3 clusters Score -3396512 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -3396542.250000 Penalty: 5099.970215
	Iteration 36Q: 3 clusters Score -3396542 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -3396578.250000 Penalty: 5099.970215
	Iteration 37Q: 3 clusters Score -3396578 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -3396613.250000 Penalty: 5099.970215
	Iteration 38Q: 3 clusters Score -3396613 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -3396644.500000 Penalty: 5099.970215
	Iteration 39Q: 3 clusters Score -3396644 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -3396659.750000 Penalty: 5099.970215
	Iteration 40F: 3 clusters Score -3396660 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -3396695.750000 Penalty: 5099.970215
	Iteration 41Q: 3 clusters Score -3396696 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -3396723.500000 Penalty: 5099.970215
	Iteration 42Q: 3 clusters Score -3396724 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -3396744.250000 Penalty: 5099.970215
	Iteration 43Q: 3 clusters Score -3396744 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -3396774.000000 Penalty: 5099.970215
	Iteration 44Q: 3 clusters Score -3396774 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -3396784.250000 Penalty: 5099.970215
	Iteration 45Q: 3 clusters Score -3396784 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -3396799.750000 Penalty: 5099.970215
	Iteration 46Q: 3 clusters Score -3396800 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -3396807.250000 Penalty: 5099.970215
	Iteration 47Q: 3 clusters Score -3396807 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -3396827.250000 Penalty: 5099.970215
	Iteration 48Q: 3 clusters Score -3396827 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -3396842.250000 Penalty: 5099.970215
	Iteration 49Q: 3 clusters Score -3396842 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -3396850.250000 Penalty: 5099.970215
	Iteration 50Q: 3 clusters Score -3396850 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -3396851.250000 Penalty: 5099.970215
	Iteration 51Q: 3 clusters Score -3396851 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -3396871.000000 Penalty: 5099.970215
	Iteration 52Q: 3 clusters Score -3396871 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -3396876.750000 Penalty: 5099.970215
	Iteration 53Q: 3 clusters Score -3396877 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -3396887.750000 Penalty: 5099.970215
	Iteration 54Q: 3 clusters Score -3396888 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -3396904.000000 Penalty: 5099.970215
	Iteration 55Q: 3 clusters Score -3396904 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -3396908.750000 Penalty: 5099.970215
	Iteration 56Q: 3 clusters Score -3396909 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -3396913.250000 Penalty: 5099.970215
	Iteration 57Q: 3 clusters Score -3396913 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -3396933.500000 Penalty: 5099.970215
	Iteration 58Q: 3 clusters Score -3396934 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -3396936.750000 Penalty: 5099.970215
	Iteration 59Q: 3 clusters Score -3396937 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -3396941.000000 Penalty: 5099.970215
	Iteration 60F: 3 clusters Score -3396941 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -3396941.500000 Penalty: 5099.970215
	Iteration 61Q: 3 clusters Score -3396942 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -3396946.000000 Penalty: 5099.970215
	Iteration 62Q: 3 clusters Score -3396946 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -3396955.250000 Penalty: 5099.970215
	Iteration 63Q: 3 clusters Score -3396955 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -3396963.750000 Penalty: 5099.970215
	Iteration 64Q: 3 clusters Score -3396964 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -3396967.500000 Penalty: 5099.970215
	Iteration 65Q: 3 clusters Score -3396968 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -3396980.750000 Penalty: 5099.970215
	Iteration 66Q: 3 clusters Score -3396981 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -3396984.500000 Penalty: 5099.970215
	Iteration 67Q: 3 clusters Score -3396984 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -3396997.750000 Penalty: 5099.970215
	Iteration 68Q: 3 clusters Score -3396998 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -3397001.500000 Penalty: 5099.970215
	Iteration 69Q: 3 clusters Score -3397002 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -3397008.750000 Penalty: 5099.970215
	Iteration 70Q: 3 clusters Score -3397009 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -3397012.500000 Penalty: 5099.970215
	Iteration 71Q: 3 clusters Score -3397012 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -3397017.750000 Penalty: 5099.970215
	Iteration 72Q: 3 clusters Score -3397018 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -3397022.750000 Penalty: 5099.970215
	Iteration 73Q: 3 clusters Score -3397023 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -3397042.750000 Penalty: 5099.970215
	Iteration 74Q: 3 clusters Score -3397043 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -3397051.500000 Penalty: 5099.970215
	Iteration 75Q: 3 clusters Score -3397052 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -3397054.750000 Penalty: 5099.970215
	Iteration 76Q: 3 clusters Score -3397055 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -3397060.000000 Penalty: 5099.970215
	Iteration 77Q: 3 clusters Score -3397060 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -3397067.000000 Penalty: 5099.970215
	Iteration 78Q: 3 clusters Score -3397067 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -3397069.750000 Penalty: 5099.970215
	Iteration 79Q: 3 clusters Score -3397070 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -3397082.250000 Penalty: 5099.970215
	Iteration 80F: 3 clusters Score -3397082 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -3397088.750000 Penalty: 5099.970215
	Iteration 81Q: 3 clusters Score -3397089 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -3397099.250000 Penalty: 5099.970215
	Iteration 82Q: 3 clusters Score -3397099 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -3397104.750000 Penalty: 5099.970215
	Iteration 83Q: 3 clusters Score -3397105 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -3397116.000000 Penalty: 5099.970215
	Iteration 84Q: 3 clusters Score -3397116 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -3397118.750000 Penalty: 5099.970215
	Iteration 85Q: 3 clusters Score -3397119 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -3397116.000000 Penalty: 5099.970215
	Iteration 86Q: 3 clusters Score -3397116 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -3397125.500000 Penalty: 5099.970215
	Iteration 87Q: 3 clusters Score -3397126 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -3397127.000000 Penalty: 5099.970215
	Iteration 88Q: 3 clusters Score -3397127 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -3397127.750000 Penalty: 5099.970215
	Iteration 89Q: 3 clusters Score -3397128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -3397121.250000 Penalty: 5099.970215
	Iteration 90Q: 3 clusters Score -3397121 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -3397128.750000 Penalty: 5099.970215
	Iteration 91Q: 3 clusters Score -3397129 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -3397130.000000 Penalty: 5099.970215
	Iteration 92Q: 3 clusters Score -3397130 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -3397138.000000 Penalty: 5099.970215
	Iteration 93Q: 3 clusters Score -3397138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -3397135.000000 Penalty: 5099.970215
	Iteration 94Q: 3 clusters Score -3397135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -3397137.750000 Penalty: 5099.970215
	Iteration 95Q: 3 clusters Score -3397138 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -3397142.000000 Penalty: 5099.970215
	Iteration 96Q: 3 clusters Score -3397142 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -3397143.500000 Penalty: 5099.970215
	Iteration 97Q: 3 clusters Score -3397144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -3397145.250000 Penalty: 5099.970215
	Iteration 98Q: 3 clusters Score -3397145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -3397145.000000 Penalty: 5099.970215
	Iteration 99Q: 3 clusters Score -3397145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -3397149.750000 Penalty: 5099.970215
	Iteration 100F: 3 clusters Score -3397150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -3397147.500000 Penalty: 5099.970215
	Iteration 101Q: 3 clusters Score -3397148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -3397145.250000 Penalty: 5099.970215
	Iteration 102Q: 3 clusters Score -3397145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -3397149.000000 Penalty: 5099.970215
	Iteration 103Q: 3 clusters Score -3397149 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -3397149.000000 Penalty: 5099.970215
	Iteration 104Q: 3 clusters Score -3397149 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -3397150.250000 Penalty: 5099.970215
	Iteration 105Q: 3 clusters Score -3397150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -3397156.000000 Penalty: 5099.970215
	Iteration 106Q: 3 clusters Score -3397156 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -3397164.250000 Penalty: 5099.970215
	Iteration 107Q: 3 clusters Score -3397164 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -3397171.750000 Penalty: 5099.970215
	Iteration 108Q: 3 clusters Score -3397172 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -3397168.500000 Penalty: 5099.970215
	Iteration 109Q: 3 clusters Score -3397168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -3397170.500000 Penalty: 5099.970215
	Iteration 110Q: 3 clusters Score -3397170 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -3397173.250000 Penalty: 5099.970215
	Iteration 111Q: 3 clusters Score -3397173 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -3397174.500000 Penalty: 5099.970215
	Iteration 112Q: 3 clusters Score -3397174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -3397181.000000 Penalty: 5099.970215
	Iteration 113Q: 3 clusters Score -3397181 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -3397176.000000 Penalty: 5099.970215
	Iteration 114Q: 3 clusters Score -3397176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -3397178.750000 Penalty: 5099.970215
	Iteration 115Q: 3 clusters Score -3397179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -3397178.000000 Penalty: 5099.970215
	Iteration 116Q: 3 clusters Score -3397178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -3397181.000000 Penalty: 5099.970215
	Iteration 117Q: 3 clusters Score -3397181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -3397183.500000 Penalty: 5099.970215
	Iteration 118Q: 3 clusters Score -3397184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -3397187.250000 Penalty: 5099.970215
	Iteration 119Q: 3 clusters Score -3397187 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -3397183.500000 Penalty: 5099.970215
	Iteration 120F: 3 clusters Score -3397184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -3397187.750000 Penalty: 5099.970215
	Iteration 121Q: 3 clusters Score -3397188 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -3397195.250000 Penalty: 5099.970215
	Iteration 122Q: 3 clusters Score -3397195 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -3397202.750000 Penalty: 5099.970215
	Iteration 123Q: 3 clusters Score -3397203 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -3397214.000000 Penalty: 5099.970215
	Iteration 124Q: 3 clusters Score -3397214 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -3397212.250000 Penalty: 5099.970215
	Iteration 125Q: 3 clusters Score -3397212 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -3397221.500000 Penalty: 5099.970215
	Iteration 126Q: 3 clusters Score -3397222 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -3397225.750000 Penalty: 5099.970215
	Iteration 127Q: 3 clusters Score -3397226 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -3397228.750000 Penalty: 5099.970215
	Iteration 128Q: 3 clusters Score -3397229 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -3397234.750000 Penalty: 5099.970215
	Iteration 129Q: 3 clusters Score -3397235 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -3397244.500000 Penalty: 5099.970215
	Iteration 130Q: 3 clusters Score -3397244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -3397243.500000 Penalty: 5099.970215
	Iteration 131Q: 3 clusters Score -3397244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -3397240.750000 Penalty: 5099.970215
	Iteration 132Q: 3 clusters Score -3397241 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -3397247.500000 Penalty: 5099.970215
	Iteration 133Q: 3 clusters Score -3397248 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -3397249.000000 Penalty: 5099.970215
	Iteration 134Q: 3 clusters Score -3397249 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -3397256.500000 Penalty: 5099.970215
	Iteration 135Q: 3 clusters Score -3397256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -3397254.250000 Penalty: 5099.970215
	Iteration 136Q: 3 clusters Score -3397254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -3397257.000000 Penalty: 5099.970215
	Iteration 137Q: 3 clusters Score -3397257 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -3397257.750000 Penalty: 5099.970215
	Iteration 138Q: 3 clusters Score -3397258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -3397268.500000 Penalty: 5099.970215
	Iteration 139Q: 3 clusters Score -3397268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -3397275.750000 Penalty: 5099.970215
	Iteration 140F: 3 clusters Score -3397276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -3397276.500000 Penalty: 5099.970215
	Iteration 141Q: 3 clusters Score -3397276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -3397277.000000 Penalty: 5099.970215
	Iteration 142Q: 3 clusters Score -3397277 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26315 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -3397283.750000 Penalty: 5099.970215
	Iteration 143Q: 3 clusters Score -3397284 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -3397287.500000 Penalty: 5099.970215
	Iteration 144Q: 3 clusters Score -3397288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -3397288.750000 Penalty: 5099.970215
	Iteration 145Q: 3 clusters Score -3397289 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -3397285.500000 Penalty: 5099.970215
	Iteration 146Q: 3 clusters Score -3397286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -3397288.250000 Penalty: 5099.970215
	Iteration 147Q: 3 clusters Score -3397288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -3397293.250000 Penalty: 5099.970215
	Iteration 148Q: 3 clusters Score -3397293 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -3397300.000000 Penalty: 5099.970215
	Iteration 149Q: 3 clusters Score -3397300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -3397299.000000 Penalty: 5099.970215
	Iteration 150Q: 3 clusters Score -3397299 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -3397312.750000 Penalty: 5099.970215
	Iteration 151Q: 3 clusters Score -3397313 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -3397309.250000 Penalty: 5099.970215
	Iteration 152Q: 3 clusters Score -3397309 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -3397312.250000 Penalty: 5099.970215
	Iteration 153Q: 3 clusters Score -3397312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -3397307.750000 Penalty: 5099.970215
	Iteration 154Q: 3 clusters Score -3397308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -3397314.500000 Penalty: 5099.970215
	Iteration 155Q: 3 clusters Score -3397314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -3397316.250000 Penalty: 5099.970215
	Iteration 156Q: 3 clusters Score -3397316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26483 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -3397317.250000 Penalty: 5099.970215
	Iteration 157Q: 3 clusters Score -3397317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -3397321.250000 Penalty: 5099.970215
	Iteration 158Q: 3 clusters Score -3397321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -3397321.500000 Penalty: 5099.970215
	Iteration 159Q: 3 clusters Score -3397322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -3397324.000000 Penalty: 5099.970215
	Iteration 160F: 3 clusters Score -3397324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -3397319.500000 Penalty: 5099.970215
	Iteration 161Q: 3 clusters Score -3397320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -3397321.500000 Penalty: 5099.970215
	Iteration 162Q: 3 clusters Score -3397322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -3397324.500000 Penalty: 5099.970215
	Iteration 163Q: 3 clusters Score -3397324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -3397326.000000 Penalty: 5099.970215
	Iteration 164Q: 3 clusters Score -3397326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -3397325.250000 Penalty: 5099.970215
	Iteration 165Q: 3 clusters Score -3397325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -3397325.500000 Penalty: 5099.970215
	Iteration 166Q: 3 clusters Score -3397326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -3397327.500000 Penalty: 5099.970215
	Iteration 167Q: 3 clusters Score -3397328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -3397329.000000 Penalty: 5099.970215
	Iteration 168Q: 3 clusters Score -3397329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -3397327.750000 Penalty: 5099.970215
	Iteration 169Q: 3 clusters Score -3397328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -3397328.250000 Penalty: 5099.970215
	Iteration 170Q: 3 clusters Score -3397328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -3397331.000000 Penalty: 5099.970215
	Iteration 171Q: 3 clusters Score -3397331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -3397330.750000 Penalty: 5099.970215
	Iteration 172Q: 3 clusters Score -3397331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -3397330.750000 Penalty: 5099.970215
	Iteration 173F: 3 clusters Score -3397331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (175688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175688 members 
Entering Unmasked Estep 
Score: -21436696.000000 Penalty: 2994.963135
	Iteration 0F: 2 clusters Score -2.14367e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87869 members 
Mstep: Class 2 contains 87819 members 
Entering Unmasked Estep 
Score: -21320248.000000 Penalty: 5989.926270
	Iteration 0F: 3 clusters Score -2.132025e+07 nChanged 83911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89518 members 
Mstep: Class 2 contains 86170 members 
Entering Unmasked Estep 
Score: -21368942.000000 Penalty: 5989.926270
	Iteration 1F: 3 clusters Score -2.136894e+07 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90529 members 
Mstep: Class 2 contains 85159 members 
Entering Unmasked Estep 
Score: -21370040.000000 Penalty: 5989.926270
	Iteration 2Q: 3 clusters Score -2.137004e+07 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92226 members 
Mstep: Class 2 contains 83462 members 
Entering Unmasked Estep 
Score: -21371508.000000 Penalty: 5989.926270
	Iteration 3Q: 3 clusters Score -2.137151e+07 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94918 members 
Mstep: Class 2 contains 80770 members 
Entering Unmasked Estep 
Score: -21373718.000000 Penalty: 5989.926270
	Iteration 4Q: 3 clusters Score -2.137372e+07 nChanged 8197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99025 members 
Mstep: Class 2 contains 76663 members 
Entering Unmasked Estep 
Score: -21377018.000000 Penalty: 5989.926270
	Iteration 5Q: 3 clusters Score -2.137702e+07 nChanged 9625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104592 members 
Mstep: Class 2 contains 71096 members 
Entering Unmasked Estep 
Score: -21381600.000000 Penalty: 5989.926270
	Iteration 6F: 3 clusters Score -2.13816e+07 nChanged 10804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111800 members 
Mstep: Class 2 contains 63888 members 
Entering Unmasked Estep 
Score: -21387498.000000 Penalty: 5989.926270
	Iteration 7F: 3 clusters Score -2.13875e+07 nChanged 11292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120126 members 
Mstep: Class 2 contains 55562 members 
Entering Unmasked Estep 
Score: -21394218.000000 Penalty: 5989.926270
	Iteration 8F: 3 clusters Score -2.139422e+07 nChanged 11066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129040 members 
Mstep: Class 2 contains 46648 members 
Entering Unmasked Estep 
Score: -21401466.000000 Penalty: 5989.926270
	Iteration 9F: 3 clusters Score -2.140147e+07 nChanged 9915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137749 members 
Mstep: Class 2 contains 37939 members 
Entering Unmasked Estep 
Score: -21408910.000000 Penalty: 5989.926270
	Iteration 10F: 3 clusters Score -2.140891e+07 nChanged 8209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145300 members 
Mstep: Class 2 contains 30388 members 
Entering Unmasked Estep 
Score: -21415860.000000 Penalty: 5989.926270
	Iteration 11Q: 3 clusters Score -2.141586e+07 nChanged 6167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150895 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -21421918.000000 Penalty: 5989.926270
	Iteration 12Q: 3 clusters Score -2.142192e+07 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154279 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -21426078.000000 Penalty: 5989.926270
	Iteration 13Q: 3 clusters Score -2.142608e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156223 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -21428442.000000 Penalty: 5989.926270
	Iteration 14Q: 3 clusters Score -2.142844e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157602 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -21429956.000000 Penalty: 5989.926270
	Iteration 15Q: 3 clusters Score -2.142996e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158785 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -21430846.000000 Penalty: 5989.926270
	Iteration 16Q: 3 clusters Score -2.143085e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159796 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -21431638.000000 Penalty: 5989.926270
	Iteration 17Q: 3 clusters Score -2.143164e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160679 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -21432304.000000 Penalty: 5989.926270
	Iteration 18Q: 3 clusters Score -2.14323e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161438 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -21432752.000000 Penalty: 5989.926270
	Iteration 19Q: 3 clusters Score -2.143275e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162064 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -21432944.000000 Penalty: 5989.926270
	Iteration 20F: 3 clusters Score -2.143294e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162603 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -21433152.000000 Penalty: 5989.926270
	Iteration 21Q: 3 clusters Score -2.143315e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163084 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -21433352.000000 Penalty: 5989.926270
	Iteration 22Q: 3 clusters Score -2.143335e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163522 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -21433552.000000 Penalty: 5989.926270
	Iteration 23Q: 3 clusters Score -2.143355e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163934 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -21433618.000000 Penalty: 5989.926270
	Iteration 24Q: 3 clusters Score -2.143362e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164345 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -21433742.000000 Penalty: 5989.926270
	Iteration 25Q: 3 clusters Score -2.143374e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164739 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -21433816.000000 Penalty: 5989.926270
	Iteration 26Q: 3 clusters Score -2.143382e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165114 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -21433916.000000 Penalty: 5989.926270
	Iteration 27Q: 3 clusters Score -2.143392e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165457 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -21433974.000000 Penalty: 5989.926270
	Iteration 28Q: 3 clusters Score -2.143397e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165765 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -21434036.000000 Penalty: 5989.926270
	Iteration 29Q: 3 clusters Score -2.143404e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166032 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -21434084.000000 Penalty: 5989.926270
	Iteration 30Q: 3 clusters Score -2.143408e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166297 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -21434114.000000 Penalty: 5989.926270
	Iteration 31Q: 3 clusters Score -2.143411e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166517 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -21434102.000000 Penalty: 5989.926270
	Iteration 32Q: 3 clusters Score -2.14341e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166711 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -21434140.000000 Penalty: 5989.926270
	Iteration 33Q: 3 clusters Score -2.143414e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166892 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -21434130.000000 Penalty: 5989.926270
	Iteration 34Q: 3 clusters Score -2.143413e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167037 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -21434144.000000 Penalty: 5989.926270
	Iteration 35Q: 3 clusters Score -2.143414e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167181 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -21434154.000000 Penalty: 5989.926270
	Iteration 36Q: 3 clusters Score -2.143415e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167316 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -21434178.000000 Penalty: 5989.926270
	Iteration 37Q: 3 clusters Score -2.143418e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167443 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -21434150.000000 Penalty: 5989.926270
	Iteration 38Q: 3 clusters Score -2.143415e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167570 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -21434166.000000 Penalty: 5989.926270
	Iteration 39Q: 3 clusters Score -2.143417e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167692 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -21434162.000000 Penalty: 5989.926270
	Iteration 40F: 3 clusters Score -2.143416e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167799 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -21434144.000000 Penalty: 5989.926270
	Iteration 41Q: 3 clusters Score -2.143414e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167915 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -21434182.000000 Penalty: 5989.926270
	Iteration 42Q: 3 clusters Score -2.143418e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168023 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -21434206.000000 Penalty: 5989.926270
	Iteration 43Q: 3 clusters Score -2.143421e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168121 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -21434214.000000 Penalty: 5989.926270
	Iteration 44Q: 3 clusters Score -2.143421e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168217 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -21434238.000000 Penalty: 5989.926270
	Iteration 45Q: 3 clusters Score -2.143424e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168306 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -21434254.000000 Penalty: 5989.926270
	Iteration 46Q: 3 clusters Score -2.143425e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168392 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -21434306.000000 Penalty: 5989.926270
	Iteration 47Q: 3 clusters Score -2.143431e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168482 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -21434294.000000 Penalty: 5989.926270
	Iteration 48Q: 3 clusters Score -2.143429e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168582 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -21434290.000000 Penalty: 5989.926270
	Iteration 49Q: 3 clusters Score -2.143429e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168688 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -21434286.000000 Penalty: 5989.926270
	Iteration 50Q: 3 clusters Score -2.143429e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168780 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -21434296.000000 Penalty: 5989.926270
	Iteration 51Q: 3 clusters Score -2.14343e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168866 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -21434298.000000 Penalty: 5989.926270
	Iteration 52Q: 3 clusters Score -2.14343e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168943 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -21434320.000000 Penalty: 5989.926270
	Iteration 53Q: 3 clusters Score -2.143432e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169011 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -21434346.000000 Penalty: 5989.926270
	Iteration 54Q: 3 clusters Score -2.143435e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169077 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -21434314.000000 Penalty: 5989.926270
	Iteration 55Q: 3 clusters Score -2.143431e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169139 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -21434302.000000 Penalty: 5989.926270
	Iteration 56Q: 3 clusters Score -2.14343e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169205 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -21434320.000000 Penalty: 5989.926270
	Iteration 57Q: 3 clusters Score -2.143432e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169260 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -21434342.000000 Penalty: 5989.926270
	Iteration 58Q: 3 clusters Score -2.143434e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169308 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -21434342.000000 Penalty: 5989.926270
	Iteration 59Q: 3 clusters Score -2.143434e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169356 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -21434336.000000 Penalty: 5989.926270
	Iteration 60F: 3 clusters Score -2.143434e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169393 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -21434352.000000 Penalty: 5989.926270
	Iteration 61Q: 3 clusters Score -2.143435e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169431 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -21434346.000000 Penalty: 5989.926270
	Iteration 62Q: 3 clusters Score -2.143435e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169460 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -21434330.000000 Penalty: 5989.926270
	Iteration 63Q: 3 clusters Score -2.143433e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169495 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -21434340.000000 Penalty: 5989.926270
	Iteration 64Q: 3 clusters Score -2.143434e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169527 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -21434318.000000 Penalty: 5989.926270
	Iteration 65Q: 3 clusters Score -2.143432e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169564 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -21434316.000000 Penalty: 5989.926270
	Iteration 66Q: 3 clusters Score -2.143432e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169609 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -21434346.000000 Penalty: 5989.926270
	Iteration 67Q: 3 clusters Score -2.143435e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169658 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -21434346.000000 Penalty: 5989.926270
	Iteration 68Q: 3 clusters Score -2.143435e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169697 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -21434338.000000 Penalty: 5989.926270
	Iteration 69Q: 3 clusters Score -2.143434e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169737 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -21434340.000000 Penalty: 5989.926270
	Iteration 70Q: 3 clusters Score -2.143434e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169773 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -21434356.000000 Penalty: 5989.926270
	Iteration 71Q: 3 clusters Score -2.143436e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169808 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -21434358.000000 Penalty: 5989.926270
	Iteration 72Q: 3 clusters Score -2.143436e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169837 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -21434364.000000 Penalty: 5989.926270
	Iteration 73Q: 3 clusters Score -2.143436e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169864 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -21434384.000000 Penalty: 5989.926270
	Iteration 74Q: 3 clusters Score -2.143438e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169898 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -21434360.000000 Penalty: 5989.926270
	Iteration 75Q: 3 clusters Score -2.143436e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169934 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -21434354.000000 Penalty: 5989.926270
	Iteration 76Q: 3 clusters Score -2.143435e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169969 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -21434368.000000 Penalty: 5989.926270
	Iteration 77Q: 3 clusters Score -2.143437e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169998 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -21434370.000000 Penalty: 5989.926270
	Iteration 78Q: 3 clusters Score -2.143437e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170033 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -21434372.000000 Penalty: 5989.926270
	Iteration 79Q: 3 clusters Score -2.143437e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170065 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -21434378.000000 Penalty: 5989.926270
	Iteration 80F: 3 clusters Score -2.143438e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170097 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -21434380.000000 Penalty: 5989.926270
	Iteration 81Q: 3 clusters Score -2.143438e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170124 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -21434400.000000 Penalty: 5989.926270
	Iteration 82Q: 3 clusters Score -2.14344e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170150 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -21434400.000000 Penalty: 5989.926270
	Iteration 83Q: 3 clusters Score -2.14344e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170172 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -21434416.000000 Penalty: 5989.926270
	Iteration 84Q: 3 clusters Score -2.143442e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170187 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -21434424.000000 Penalty: 5989.926270
	Iteration 85Q: 3 clusters Score -2.143442e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170202 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -21434410.000000 Penalty: 5989.926270
	Iteration 86Q: 3 clusters Score -2.143441e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170218 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -21434418.000000 Penalty: 5989.926270
	Iteration 87Q: 3 clusters Score -2.143442e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170232 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -21434416.000000 Penalty: 5989.926270
	Iteration 88Q: 3 clusters Score -2.143442e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170248 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -21434420.000000 Penalty: 5989.926270
	Iteration 89Q: 3 clusters Score -2.143442e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170265 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -21434398.000000 Penalty: 5989.926270
	Iteration 90Q: 3 clusters Score -2.14344e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170276 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -21434406.000000 Penalty: 5989.926270
	Iteration 91Q: 3 clusters Score -2.143441e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170294 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -21434422.000000 Penalty: 5989.926270
	Iteration 92Q: 3 clusters Score -2.143442e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170309 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -21434420.000000 Penalty: 5989.926270
	Iteration 93Q: 3 clusters Score -2.143442e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170325 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -21434424.000000 Penalty: 5989.926270
	Iteration 94Q: 3 clusters Score -2.143442e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170348 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -21434416.000000 Penalty: 5989.926270
	Iteration 95Q: 3 clusters Score -2.143442e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170365 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -21434422.000000 Penalty: 5989.926270
	Iteration 96Q: 3 clusters Score -2.143442e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170380 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -21434410.000000 Penalty: 5989.926270
	Iteration 97Q: 3 clusters Score -2.143441e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170400 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -21434400.000000 Penalty: 5989.926270
	Iteration 98Q: 3 clusters Score -2.14344e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170415 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -21434404.000000 Penalty: 5989.926270
	Iteration 99Q: 3 clusters Score -2.14344e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170433 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -21434412.000000 Penalty: 5989.926270
	Iteration 100F: 3 clusters Score -2.143441e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170455 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -21434412.000000 Penalty: 5989.926270
	Iteration 101Q: 3 clusters Score -2.143441e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170478 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -21434422.000000 Penalty: 5989.926270
	Iteration 102Q: 3 clusters Score -2.143442e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170503 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -21434416.000000 Penalty: 5989.926270
	Iteration 103Q: 3 clusters Score -2.143442e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170517 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -21434426.000000 Penalty: 5989.926270
	Iteration 104Q: 3 clusters Score -2.143443e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170533 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -21434424.000000 Penalty: 5989.926270
	Iteration 105Q: 3 clusters Score -2.143442e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170552 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -21434406.000000 Penalty: 5989.926270
	Iteration 106Q: 3 clusters Score -2.143441e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170573 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -21434404.000000 Penalty: 5989.926270
	Iteration 107Q: 3 clusters Score -2.14344e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170591 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -21434406.000000 Penalty: 5989.926270
	Iteration 108Q: 3 clusters Score -2.143441e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170606 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -21434398.000000 Penalty: 5989.926270
	Iteration 109Q: 3 clusters Score -2.14344e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170622 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -21434410.000000 Penalty: 5989.926270
	Iteration 110Q: 3 clusters Score -2.143441e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170631 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -21434410.000000 Penalty: 5989.926270
	Iteration 111Q: 3 clusters Score -2.143441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170634 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -21434424.000000 Penalty: 5989.926270
	Iteration 112Q: 3 clusters Score -2.143442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170636 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -21434426.000000 Penalty: 5989.926270
	Iteration 113Q: 3 clusters Score -2.143443e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170642 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -21434422.000000 Penalty: 5989.926270
	Iteration 114Q: 3 clusters Score -2.143442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170646 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -21434422.000000 Penalty: 5989.926270
	Iteration 115Q: 3 clusters Score -2.143442e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170651 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -21434428.000000 Penalty: 5989.926270
	Iteration 116Q: 3 clusters Score -2.143443e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170653 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -21434440.000000 Penalty: 5989.926270
	Iteration 117Q: 3 clusters Score -2.143444e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170653 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -21434440.000000 Penalty: 5989.926270
	Iteration 118F: 3 clusters Score -2.143444e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (93958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93958 members 
Entering Unmasked Estep 
Score: -11438422.000000 Penalty: 2839.749756
	Iteration 0F: 2 clusters Score -1.143842e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46877 members 
Mstep: Class 2 contains 47081 members 
Entering Unmasked Estep 
Score: -11375394.000000 Penalty: 5679.499512
	Iteration 0F: 3 clusters Score -1.137539e+07 nChanged 44165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45564 members 
Mstep: Class 2 contains 48394 members 
Entering Unmasked Estep 
Score: -11400662.000000 Penalty: 5679.499512
	Iteration 1F: 3 clusters Score -1.140066e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45098 members 
Mstep: Class 2 contains 48860 members 
Entering Unmasked Estep 
Score: -11401499.000000 Penalty: 5679.499512
	Iteration 2Q: 3 clusters Score -1.14015e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44340 members 
Mstep: Class 2 contains 49618 members 
Entering Unmasked Estep 
Score: -11402683.000000 Penalty: 5679.499512
	Iteration 3Q: 3 clusters Score -1.140268e+07 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43382 members 
Mstep: Class 2 contains 50576 members 
Entering Unmasked Estep 
Score: -11404600.000000 Penalty: 5679.499512
	Iteration 4Q: 3 clusters Score -1.14046e+07 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42391 members 
Mstep: Class 2 contains 51567 members 
Entering Unmasked Estep 
Score: -11407116.000000 Penalty: 5679.499512
	Iteration 5Q: 3 clusters Score -1.140712e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41386 members 
Mstep: Class 2 contains 52572 members 
Entering Unmasked Estep 
Score: -11409908.000000 Penalty: 5679.499512
	Iteration 6F: 3 clusters Score -1.140991e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40380 members 
Mstep: Class 2 contains 53578 members 
Entering Unmasked Estep 
Score: -11412878.000000 Penalty: 5679.499512
	Iteration 7F: 3 clusters Score -1.141288e+07 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39250 members 
Mstep: Class 2 contains 54708 members 
Entering Unmasked Estep 
Score: -11415896.000000 Penalty: 5679.499512
	Iteration 8F: 3 clusters Score -1.14159e+07 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37898 members 
Mstep: Class 2 contains 56060 members 
Entering Unmasked Estep 
Score: -11418595.000000 Penalty: 5679.499512
	Iteration 9F: 3 clusters Score -1.14186e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 57498 members 
Entering Unmasked Estep 
Score: -11420994.000000 Penalty: 5679.499512
	Iteration 10Q: 3 clusters Score -1.142099e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 58875 members 
Entering Unmasked Estep 
Score: -11422586.000000 Penalty: 5679.499512
	Iteration 11Q: 3 clusters Score -1.142259e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33734 members 
Mstep: Class 2 contains 60224 members 
Entering Unmasked Estep 
Score: -11423888.000000 Penalty: 5679.499512
	Iteration 12Q: 3 clusters Score -1.142389e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32483 members 
Mstep: Class 2 contains 61475 members 
Entering Unmasked Estep 
Score: -11424738.000000 Penalty: 5679.499512
	Iteration 13Q: 3 clusters Score -1.142474e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31251 members 
Mstep: Class 2 contains 62707 members 
Entering Unmasked Estep 
Score: -11425341.000000 Penalty: 5679.499512
	Iteration 14Q: 3 clusters Score -1.142534e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30027 members 
Mstep: Class 2 contains 63931 members 
Entering Unmasked Estep 
Score: -11425812.000000 Penalty: 5679.499512
	Iteration 15Q: 3 clusters Score -1.142581e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 65141 members 
Entering Unmasked Estep 
Score: -11426253.000000 Penalty: 5679.499512
	Iteration 16Q: 3 clusters Score -1.142625e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27605 members 
Mstep: Class 2 contains 66353 members 
Entering Unmasked Estep 
Score: -11426676.000000 Penalty: 5679.499512
	Iteration 17Q: 3 clusters Score -1.142668e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 67588 members 
Entering Unmasked Estep 
Score: -11427046.000000 Penalty: 5679.499512
	Iteration 18Q: 3 clusters Score -1.142705e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 68835 members 
Entering Unmasked Estep 
Score: -11427405.000000 Penalty: 5679.499512
	Iteration 19Q: 3 clusters Score -1.14274e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 70099 members 
Entering Unmasked Estep 
Score: -11427858.000000 Penalty: 5679.499512
	Iteration 20F: 3 clusters Score -1.142786e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 71400 members 
Entering Unmasked Estep 
Score: -11428280.000000 Penalty: 5679.499512
	Iteration 21Q: 3 clusters Score -1.142828e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 72650 members 
Entering Unmasked Estep 
Score: -11428731.000000 Penalty: 5679.499512
	Iteration 22Q: 3 clusters Score -1.142873e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 73918 members 
Entering Unmasked Estep 
Score: -11429144.000000 Penalty: 5679.499512
	Iteration 23Q: 3 clusters Score -1.142914e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 75220 members 
Entering Unmasked Estep 
Score: -11429597.000000 Penalty: 5679.499512
	Iteration 24Q: 3 clusters Score -1.14296e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 76502 members 
Entering Unmasked Estep 
Score: -11430050.000000 Penalty: 5679.499512
	Iteration 25Q: 3 clusters Score -1.143005e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 77794 members 
Entering Unmasked Estep 
Score: -11430556.000000 Penalty: 5679.499512
	Iteration 26Q: 3 clusters Score -1.143056e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 79068 members 
Entering Unmasked Estep 
Score: -11431075.000000 Penalty: 5679.499512
	Iteration 27Q: 3 clusters Score -1.143108e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 80304 members 
Entering Unmasked Estep 
Score: -11431621.000000 Penalty: 5679.499512
	Iteration 28Q: 3 clusters Score -1.143162e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 81504 members 
Entering Unmasked Estep 
Score: -11432209.000000 Penalty: 5679.499512
	Iteration 29Q: 3 clusters Score -1.143221e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 82611 members 
Entering Unmasked Estep 
Score: -11432682.000000 Penalty: 5679.499512
	Iteration 30Q: 3 clusters Score -1.143268e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 83637 members 
Entering Unmasked Estep 
Score: -11433224.000000 Penalty: 5679.499512
	Iteration 31Q: 3 clusters Score -1.143322e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 84608 members 
Entering Unmasked Estep 
Score: -11433672.000000 Penalty: 5679.499512
	Iteration 32Q: 3 clusters Score -1.143367e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 85499 members 
Entering Unmasked Estep 
Score: -11434205.000000 Penalty: 5679.499512
	Iteration 33Q: 3 clusters Score -1.14342e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 86268 members 
Entering Unmasked Estep 
Score: -11434639.000000 Penalty: 5679.499512
	Iteration 34Q: 3 clusters Score -1.143464e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 86923 members 
Entering Unmasked Estep 
Score: -11434963.000000 Penalty: 5679.499512
	Iteration 35Q: 3 clusters Score -1.143496e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 87476 members 
Entering Unmasked Estep 
Score: -11435235.000000 Penalty: 5679.499512
	Iteration 36Q: 3 clusters Score -1.143524e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 87943 members 
Entering Unmasked Estep 
Score: -11435428.000000 Penalty: 5679.499512
	Iteration 37Q: 3 clusters Score -1.143543e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 88343 members 
Entering Unmasked Estep 
Score: -11435579.000000 Penalty: 5679.499512
	Iteration 38Q: 3 clusters Score -1.143558e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 88673 members 
Entering Unmasked Estep 
Score: -11435667.000000 Penalty: 5679.499512
	Iteration 39Q: 3 clusters Score -1.143567e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 88936 members 
Entering Unmasked Estep 
Score: -11435729.000000 Penalty: 5679.499512
	Iteration 40F: 3 clusters Score -1.143573e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 89177 members 
Entering Unmasked Estep 
Score: -11435801.000000 Penalty: 5679.499512
	Iteration 41Q: 3 clusters Score -1.14358e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 89390 members 
Entering Unmasked Estep 
Score: -11435901.000000 Penalty: 5679.499512
	Iteration 42Q: 3 clusters Score -1.14359e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 89559 members 
Entering Unmasked Estep 
Score: -11435931.000000 Penalty: 5679.499512
	Iteration 43Q: 3 clusters Score -1.143593e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 89709 members 
Entering Unmasked Estep 
Score: -11435914.000000 Penalty: 5679.499512
	Iteration 44Q: 3 clusters Score -1.143591e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 89815 members 
Entering Unmasked Estep 
Score: -11435945.000000 Penalty: 5679.499512
	Iteration 45Q: 3 clusters Score -1.143594e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 89914 members 
Entering Unmasked Estep 
Score: -11435974.000000 Penalty: 5679.499512
	Iteration 46Q: 3 clusters Score -1.143597e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 90009 members 
Entering Unmasked Estep 
Score: -11436005.000000 Penalty: 5679.499512
	Iteration 47Q: 3 clusters Score -1.1436e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 90089 members 
Entering Unmasked Estep 
Score: -11436029.000000 Penalty: 5679.499512
	Iteration 48Q: 3 clusters Score -1.143603e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 90162 members 
Entering Unmasked Estep 
Score: -11436046.000000 Penalty: 5679.499512
	Iteration 49Q: 3 clusters Score -1.143605e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 90231 members 
Entering Unmasked Estep 
Score: -11436037.000000 Penalty: 5679.499512
	Iteration 50Q: 3 clusters Score -1.143604e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 90300 members 
Entering Unmasked Estep 
Score: -11436038.000000 Penalty: 5679.499512
	Iteration 51Q: 3 clusters Score -1.143604e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 90353 members 
Entering Unmasked Estep 
Score: -11436039.000000 Penalty: 5679.499512
	Iteration 52Q: 3 clusters Score -1.143604e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 90405 members 
Entering Unmasked Estep 
Score: -11436055.000000 Penalty: 5679.499512
	Iteration 53Q: 3 clusters Score -1.143606e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 90455 members 
Entering Unmasked Estep 
Score: -11436065.000000 Penalty: 5679.499512
	Iteration 54Q: 3 clusters Score -1.143606e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 90493 members 
Entering Unmasked Estep 
Score: -11436060.000000 Penalty: 5679.499512
	Iteration 55Q: 3 clusters Score -1.143606e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 90529 members 
Entering Unmasked Estep 
Score: -11436059.000000 Penalty: 5679.499512
	Iteration 56Q: 3 clusters Score -1.143606e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 90565 members 
Entering Unmasked Estep 
Score: -11436058.000000 Penalty: 5679.499512
	Iteration 57Q: 3 clusters Score -1.143606e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 90591 members 
Entering Unmasked Estep 
Score: -11436078.000000 Penalty: 5679.499512
	Iteration 58Q: 3 clusters Score -1.143608e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 90620 members 
Entering Unmasked Estep 
Score: -11436100.000000 Penalty: 5679.499512
	Iteration 59Q: 3 clusters Score -1.14361e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 90659 members 
Entering Unmasked Estep 
Score: -11436089.000000 Penalty: 5679.499512
	Iteration 60F: 3 clusters Score -1.143609e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 90691 members 
Entering Unmasked Estep 
Score: -11436100.000000 Penalty: 5679.499512
	Iteration 61Q: 3 clusters Score -1.14361e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 90720 members 
Entering Unmasked Estep 
Score: -11436103.000000 Penalty: 5679.499512
	Iteration 62Q: 3 clusters Score -1.14361e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 90747 members 
Entering Unmasked Estep 
Score: -11436116.000000 Penalty: 5679.499512
	Iteration 63Q: 3 clusters Score -1.143612e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 90784 members 
Entering Unmasked Estep 
Score: -11436134.000000 Penalty: 5679.499512
	Iteration 64Q: 3 clusters Score -1.143613e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 90806 members 
Entering Unmasked Estep 
Score: -11436144.000000 Penalty: 5679.499512
	Iteration 65Q: 3 clusters Score -1.143614e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 90832 members 
Entering Unmasked Estep 
Score: -11436144.000000 Penalty: 5679.499512
	Iteration 66Q: 3 clusters Score -1.143614e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 90860 members 
Entering Unmasked Estep 
Score: -11436143.000000 Penalty: 5679.499512
	Iteration 67Q: 3 clusters Score -1.143614e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 90885 members 
Entering Unmasked Estep 
Score: -11436154.000000 Penalty: 5679.499512
	Iteration 68Q: 3 clusters Score -1.143615e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 90903 members 
Entering Unmasked Estep 
Score: -11436144.000000 Penalty: 5679.499512
	Iteration 69Q: 3 clusters Score -1.143614e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 90919 members 
Entering Unmasked Estep 
Score: -11436165.000000 Penalty: 5679.499512
	Iteration 70Q: 3 clusters Score -1.143616e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 90933 members 
Entering Unmasked Estep 
Score: -11436170.000000 Penalty: 5679.499512
	Iteration 71Q: 3 clusters Score -1.143617e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 90940 members 
Entering Unmasked Estep 
Score: -11436167.000000 Penalty: 5679.499512
	Iteration 72Q: 3 clusters Score -1.143617e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 90945 members 
Entering Unmasked Estep 
Score: -11436165.000000 Penalty: 5679.499512
	Iteration 73Q: 3 clusters Score -1.143616e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 90947 members 
Entering Unmasked Estep 
Score: -11436171.000000 Penalty: 5679.499512
	Iteration 74Q: 3 clusters Score -1.143617e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 90952 members 
Entering Unmasked Estep 
Score: -11436166.000000 Penalty: 5679.499512
	Iteration 75Q: 3 clusters Score -1.143617e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 90958 members 
Entering Unmasked Estep 
Score: -11436164.000000 Penalty: 5679.499512
	Iteration 76Q: 3 clusters Score -1.143616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 90961 members 
Entering Unmasked Estep 
Score: -11436156.000000 Penalty: 5679.499512
	Iteration 77Q: 3 clusters Score -1.143616e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 90965 members 
Entering Unmasked Estep 
Score: -11436160.000000 Penalty: 5679.499512
	Iteration 78Q: 3 clusters Score -1.143616e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 90969 members 
Entering Unmasked Estep 
Score: -11436162.000000 Penalty: 5679.499512
	Iteration 79Q: 3 clusters Score -1.143616e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 90976 members 
Entering Unmasked Estep 
Score: -11436167.000000 Penalty: 5679.499512
	Iteration 80F: 3 clusters Score -1.143617e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 90979 members 
Entering Unmasked Estep 
Score: -11436159.000000 Penalty: 5679.499512
	Iteration 81Q: 3 clusters Score -1.143616e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 90984 members 
Entering Unmasked Estep 
Score: -11436163.000000 Penalty: 5679.499512
	Iteration 82Q: 3 clusters Score -1.143616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 90985 members 
Entering Unmasked Estep 
Score: -11436171.000000 Penalty: 5679.499512
	Iteration 83Q: 3 clusters Score -1.143617e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 90986 members 
Entering Unmasked Estep 
Score: -11436168.000000 Penalty: 5679.499512
	Iteration 84Q: 3 clusters Score -1.143617e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 90987 members 
Entering Unmasked Estep 
Score: -11436165.000000 Penalty: 5679.499512
	Iteration 85Q: 3 clusters Score -1.143616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 90989 members 
Entering Unmasked Estep 
Score: -11436171.000000 Penalty: 5679.499512
	Iteration 86Q: 3 clusters Score -1.143617e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 90991 members 
Entering Unmasked Estep 
Score: -11436179.000000 Penalty: 5679.499512
	Iteration 87Q: 3 clusters Score -1.143618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 90995 members 
Entering Unmasked Estep 
Score: -11436182.000000 Penalty: 5679.499512
	Iteration 88Q: 3 clusters Score -1.143618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 90997 members 
Entering Unmasked Estep 
Score: -11436176.000000 Penalty: 5679.499512
	Iteration 89Q: 3 clusters Score -1.143618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 90999 members 
Entering Unmasked Estep 
Score: -11436178.000000 Penalty: 5679.499512
	Iteration 90Q: 3 clusters Score -1.143618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 91001 members 
Entering Unmasked Estep 
Score: -11436186.000000 Penalty: 5679.499512
	Iteration 91Q: 3 clusters Score -1.143619e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 91002 members 
Entering Unmasked Estep 
Score: -11436184.000000 Penalty: 5679.499512
	Iteration 92Q: 3 clusters Score -1.143618e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 91007 members 
Entering Unmasked Estep 
Score: -11436179.000000 Penalty: 5679.499512
	Iteration 93Q: 3 clusters Score -1.143618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 91011 members 
Entering Unmasked Estep 
Score: -11436181.000000 Penalty: 5679.499512
	Iteration 94Q: 3 clusters Score -1.143618e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 91018 members 
Entering Unmasked Estep 
Score: -11436184.000000 Penalty: 5679.499512
	Iteration 95Q: 3 clusters Score -1.143618e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 91023 members 
Entering Unmasked Estep 
Score: -11436185.000000 Penalty: 5679.499512
	Iteration 96Q: 3 clusters Score -1.143618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 91027 members 
Entering Unmasked Estep 
Score: -11436186.000000 Penalty: 5679.499512
	Iteration 97Q: 3 clusters Score -1.143619e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 91028 members 
Entering Unmasked Estep 
Score: -11436187.000000 Penalty: 5679.499512
	Iteration 98Q: 3 clusters Score -1.143619e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 91030 members 
Entering Unmasked Estep 
Score: -11436187.000000 Penalty: 5679.499512
	Iteration 99Q: 3 clusters Score -1.143619e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 91035 members 
Entering Unmasked Estep 
Score: -11436184.000000 Penalty: 5679.499512
	Iteration 100F: 3 clusters Score -1.143618e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 91041 members 
Entering Unmasked Estep 
Score: -11436199.000000 Penalty: 5679.499512
	Iteration 101Q: 3 clusters Score -1.14362e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 91048 members 
Entering Unmasked Estep 
Score: -11436198.000000 Penalty: 5679.499512
	Iteration 102Q: 3 clusters Score -1.14362e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 91057 members 
Entering Unmasked Estep 
Score: -11436203.000000 Penalty: 5679.499512
	Iteration 103Q: 3 clusters Score -1.14362e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 91071 members 
Entering Unmasked Estep 
Score: -11436204.000000 Penalty: 5679.499512
	Iteration 104Q: 3 clusters Score -1.14362e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 91080 members 
Entering Unmasked Estep 
Score: -11436208.000000 Penalty: 5679.499512
	Iteration 105Q: 3 clusters Score -1.143621e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 91084 members 
Entering Unmasked Estep 
Score: -11436213.000000 Penalty: 5679.499512
	Iteration 106Q: 3 clusters Score -1.143621e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 91091 members 
Entering Unmasked Estep 
Score: -11436209.000000 Penalty: 5679.499512
	Iteration 107Q: 3 clusters Score -1.143621e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 91099 members 
Entering Unmasked Estep 
Score: -11436221.000000 Penalty: 5679.499512
	Iteration 108Q: 3 clusters Score -1.143622e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 91104 members 
Entering Unmasked Estep 
Score: -11436221.000000 Penalty: 5679.499512
	Iteration 109Q: 3 clusters Score -1.143622e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 91110 members 
Entering Unmasked Estep 
Score: -11436210.000000 Penalty: 5679.499512
	Iteration 110Q: 3 clusters Score -1.143621e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 91114 members 
Entering Unmasked Estep 
Score: -11436208.000000 Penalty: 5679.499512
	Iteration 111Q: 3 clusters Score -1.143621e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 91116 members 
Entering Unmasked Estep 
Score: -11436206.000000 Penalty: 5679.499512
	Iteration 112Q: 3 clusters Score -1.143621e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 91117 members 
Entering Unmasked Estep 
Score: -11436204.000000 Penalty: 5679.499512
	Iteration 113Q: 3 clusters Score -1.14362e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 91117 members 
Entering Unmasked Estep 
Score: -11436204.000000 Penalty: 5679.499512
	Iteration 114F: 3 clusters Score -1.14362e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -910273.312500 Penalty: 2234.251953
	Iteration 0F: 2 clusters Score -910273.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -903932.562500 Penalty: 4468.503906
	Iteration 0F: 3 clusters Score -903932.6 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -906669.812500 Penalty: 4468.503906
	Iteration 1F: 3 clusters Score -906669.8 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -908350.937500 Penalty: 4468.503906
	Iteration 2F: 3 clusters Score -908350.9 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -909887.375000 Penalty: 4468.503906
	Iteration 3F: 3 clusters Score -909887.4 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -910667.000000 Penalty: 4468.503906
	Iteration 4F: 3 clusters Score -910667 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -911031.625000 Penalty: 4468.503906
	Iteration 5Q: 3 clusters Score -911031.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -911198.312500 Penalty: 4468.503906
	Iteration 6Q: 3 clusters Score -911198.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -911278.187500 Penalty: 4468.503906
	Iteration 7Q: 3 clusters Score -911278.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -911317.000000 Penalty: 4468.503906
	Iteration 8Q: 3 clusters Score -911317 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -911346.500000 Penalty: 4468.503906
	Iteration 9Q: 3 clusters Score -911346.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -911372.437500 Penalty: 4468.503906
	Iteration 10Q: 3 clusters Score -911372.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -911391.875000 Penalty: 4468.503906
	Iteration 11Q: 3 clusters Score -911391.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -911403.687500 Penalty: 4468.503906
	Iteration 12Q: 3 clusters Score -911403.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -911414.312500 Penalty: 4468.503906
	Iteration 13Q: 3 clusters Score -911414.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -911420.875000 Penalty: 4468.503906
	Iteration 14Q: 3 clusters Score -911420.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -911427.125000 Penalty: 4468.503906
	Iteration 15Q: 3 clusters Score -911427.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -911433.000000 Penalty: 4468.503906
	Iteration 16Q: 3 clusters Score -911433 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -911435.437500 Penalty: 4468.503906
	Iteration 17Q: 3 clusters Score -911435.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -911437.937500 Penalty: 4468.503906
	Iteration 18Q: 3 clusters Score -911437.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -911438.187500 Penalty: 4468.503906
	Iteration 19Q: 3 clusters Score -911438.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -911445.687500 Penalty: 4468.503906
	Iteration 20F: 3 clusters Score -911445.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -911446.562500 Penalty: 4468.503906
	Iteration 21Q: 3 clusters Score -911446.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -911447.625000 Penalty: 4468.503906
	Iteration 22Q: 3 clusters Score -911447.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -911447.625000 Penalty: 4468.503906
	Iteration 23F: 3 clusters Score -911447.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 11154 members 
Mstep: Class 3 contains 57367 members 
Mstep: Class 4 contains 9314 members 
Mstep: Class 5 contains 4034 members 
Mstep: Class 6 contains 16917 members 
Mstep: Class 7 contains 13276 members 
Mstep: Class 8 contains 128007 members 
Mstep: Class 9 contains 12430 members 
Mstep: Class 10 contains 202944 members 
Mstep: Class 11 contains 211317 members 
Mstep: Class 12 contains 12092 members 
Mstep: Class 13 contains 322618 members 
Mstep: Class 14 contains 477 members 
Mstep: Class 15 contains 41141 members 
Mstep: Class 16 contains 44580 members 
Mstep: Class 17 contains 18336 members 
Mstep: Class 18 contains 16447 members 
Mstep: Class 19 contains 6556 members 
Mstep: Class 20 contains 5560 members 
Mstep: Class 21 contains 40320 members 
Mstep: Class 22 contains 29208 members 
Mstep: Class 23 contains 175688 members 
Mstep: Class 24 contains 93958 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 237543 members 
Mstep: Class 27 contains 31533 members 
Mstep: Class 28 contains 4058 members 
Mstep: Class 29 contains 5807 members 
Mstep: Class 30 contains 103827 members 
Mstep: Class 31 contains 8341 members 
Mstep: Class 32 contains 3106 members 
Mstep: Class 33 contains 83345 members 
Mstep: Class 34 contains 8972 members 
Mstep: Class 35 contains 8105 members 
Mstep: Class 36 contains 2242 members 
Mstep: Class 37 contains 7981 members 
Mstep: Class 38 contains 7480 members 
Entering Unmasked Estep 
Score: -235447456.000000 Penalty: 136683.125000
Splitting cluster 25 changes total score from -235447904.000000 to -235447456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (237543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237543 members 
Entering Unmasked Estep 
Score: -29315928.000000 Penalty: 3069.769775
	Iteration 0F: 2 clusters Score -2.931593e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118656 members 
Mstep: Class 2 contains 118887 members 
Entering Unmasked Estep 
Score: -29165332.000000 Penalty: 6139.539551
	Iteration 0F: 3 clusters Score -2.916533e+07 nChanged 114689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116689 members 
Mstep: Class 2 contains 120854 members 
Entering Unmasked Estep 
Score: -29233190.000000 Penalty: 6139.539551
	Iteration 1F: 3 clusters Score -2.923319e+07 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115333 members 
Mstep: Class 2 contains 122210 members 
Entering Unmasked Estep 
Score: -29234526.000000 Penalty: 6139.539551
	Iteration 2Q: 3 clusters Score -2.923453e+07 nChanged 7570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113167 members 
Mstep: Class 2 contains 124376 members 
Entering Unmasked Estep 
Score: -29236748.000000 Penalty: 6139.539551
	Iteration 3Q: 3 clusters Score -2.923675e+07 nChanged 9009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109636 members 
Mstep: Class 2 contains 127907 members 
Entering Unmasked Estep 
Score: -29240066.000000 Penalty: 6139.539551
	Iteration 4Q: 3 clusters Score -2.924007e+07 nChanged 10914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104088 members 
Mstep: Class 2 contains 133455 members 
Entering Unmasked Estep 
Score: -29245260.000000 Penalty: 6139.539551
	Iteration 5Q: 3 clusters Score -2.924526e+07 nChanged 13418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95900 members 
Mstep: Class 2 contains 141643 members 
Entering Unmasked Estep 
Score: -29253238.000000 Penalty: 6139.539551
	Iteration 6F: 3 clusters Score -2.925324e+07 nChanged 16116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85154 members 
Mstep: Class 2 contains 152389 members 
Entering Unmasked Estep 
Score: -29265962.000000 Penalty: 6139.539551
	Iteration 7F: 3 clusters Score -2.926596e+07 nChanged 17042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74232 members 
Mstep: Class 2 contains 163311 members 
Entering Unmasked Estep 
Score: -29281830.000000 Penalty: 6139.539551
	Iteration 8F: 3 clusters Score -2.928183e+07 nChanged 14957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66531 members 
Mstep: Class 2 contains 171012 members 
Entering Unmasked Estep 
Score: -29294994.000000 Penalty: 6139.539551
	Iteration 9F: 3 clusters Score -2.929499e+07 nChanged 10466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61987 members 
Mstep: Class 2 contains 175556 members 
Entering Unmasked Estep 
Score: -29301528.000000 Penalty: 6139.539551
	Iteration 10Q: 3 clusters Score -2.930153e+07 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58483 members 
Mstep: Class 2 contains 179060 members 
Entering Unmasked Estep 
Score: -29304108.000000 Penalty: 6139.539551
	Iteration 11Q: 3 clusters Score -2.930411e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55260 members 
Mstep: Class 2 contains 182283 members 
Entering Unmasked Estep 
Score: -29305450.000000 Penalty: 6139.539551
	Iteration 12Q: 3 clusters Score -2.930545e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52297 members 
Mstep: Class 2 contains 185246 members 
Entering Unmasked Estep 
Score: -29306686.000000 Penalty: 6139.539551
	Iteration 13Q: 3 clusters Score -2.930669e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49343 members 
Mstep: Class 2 contains 188200 members 
Entering Unmasked Estep 
Score: -29307680.000000 Penalty: 6139.539551
	Iteration 14Q: 3 clusters Score -2.930768e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46609 members 
Mstep: Class 2 contains 190934 members 
Entering Unmasked Estep 
Score: -29308282.000000 Penalty: 6139.539551
	Iteration 15Q: 3 clusters Score -2.930828e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44046 members 
Mstep: Class 2 contains 193497 members 
Entering Unmasked Estep 
Score: -29308750.000000 Penalty: 6139.539551
	Iteration 16Q: 3 clusters Score -2.930875e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 195892 members 
Entering Unmasked Estep 
Score: -29309110.000000 Penalty: 6139.539551
	Iteration 17Q: 3 clusters Score -2.930911e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 198181 members 
Entering Unmasked Estep 
Score: -29309208.000000 Penalty: 6139.539551
	Iteration 18Q: 3 clusters Score -2.930921e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 200450 members 
Entering Unmasked Estep 
Score: -29309448.000000 Penalty: 6139.539551
	Iteration 19Q: 3 clusters Score -2.930945e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34911 members 
Mstep: Class 2 contains 202632 members 
Entering Unmasked Estep 
Score: -29309614.000000 Penalty: 6139.539551
	Iteration 20F: 3 clusters Score -2.930961e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32776 members 
Mstep: Class 2 contains 204767 members 
Entering Unmasked Estep 
Score: -29309712.000000 Penalty: 6139.539551
	Iteration 21Q: 3 clusters Score -2.930971e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 206874 members 
Entering Unmasked Estep 
Score: -29309802.000000 Penalty: 6139.539551
	Iteration 22Q: 3 clusters Score -2.93098e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28550 members 
Mstep: Class 2 contains 208993 members 
Entering Unmasked Estep 
Score: -29310020.000000 Penalty: 6139.539551
	Iteration 23Q: 3 clusters Score -2.931002e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 211178 members 
Entering Unmasked Estep 
Score: -29310128.000000 Penalty: 6139.539551
	Iteration 24Q: 3 clusters Score -2.931013e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 213320 members 
Entering Unmasked Estep 
Score: -29310388.000000 Penalty: 6139.539551
	Iteration 25Q: 3 clusters Score -2.931039e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 215418 members 
Entering Unmasked Estep 
Score: -29310648.000000 Penalty: 6139.539551
	Iteration 26Q: 3 clusters Score -2.931065e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 217504 members 
Entering Unmasked Estep 
Score: -29310950.000000 Penalty: 6139.539551
	Iteration 27Q: 3 clusters Score -2.931095e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 219551 members 
Entering Unmasked Estep 
Score: -29311128.000000 Penalty: 6139.539551
	Iteration 28Q: 3 clusters Score -2.931113e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 221378 members 
Entering Unmasked Estep 
Score: -29311264.000000 Penalty: 6139.539551
	Iteration 29Q: 3 clusters Score -2.931126e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 223024 members 
Entering Unmasked Estep 
Score: -29311480.000000 Penalty: 6139.539551
	Iteration 30Q: 3 clusters Score -2.931148e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 224605 members 
Entering Unmasked Estep 
Score: -29311766.000000 Penalty: 6139.539551
	Iteration 31Q: 3 clusters Score -2.931177e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 226108 members 
Entering Unmasked Estep 
Score: -29312090.000000 Penalty: 6139.539551
	Iteration 32Q: 3 clusters Score -2.931209e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 227442 members 
Entering Unmasked Estep 
Score: -29312370.000000 Penalty: 6139.539551
	Iteration 33Q: 3 clusters Score -2.931237e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 228619 members 
Entering Unmasked Estep 
Score: -29312448.000000 Penalty: 6139.539551
	Iteration 34Q: 3 clusters Score -2.931245e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 229652 members 
Entering Unmasked Estep 
Score: -29312650.000000 Penalty: 6139.539551
	Iteration 35Q: 3 clusters Score -2.931265e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 230611 members 
Entering Unmasked Estep 
Score: -29312794.000000 Penalty: 6139.539551
	Iteration 36Q: 3 clusters Score -2.931279e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 231472 members 
Entering Unmasked Estep 
Score: -29312910.000000 Penalty: 6139.539551
	Iteration 37Q: 3 clusters Score -2.931291e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 232229 members 
Entering Unmasked Estep 
Score: -29312876.000000 Penalty: 6139.539551
	Iteration 38Q: 3 clusters Score -2.931288e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 232869 members 
Entering Unmasked Estep 
Score: -29312994.000000 Penalty: 6139.539551
	Iteration 39Q: 3 clusters Score -2.931299e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 233447 members 
Entering Unmasked Estep 
Score: -29313042.000000 Penalty: 6139.539551
	Iteration 40F: 3 clusters Score -2.931304e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 233945 members 
Entering Unmasked Estep 
Score: -29313170.000000 Penalty: 6139.539551
	Iteration 41Q: 3 clusters Score -2.931317e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 234368 members 
Entering Unmasked Estep 
Score: -29313250.000000 Penalty: 6139.539551
	Iteration 42Q: 3 clusters Score -2.931325e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 234733 members 
Entering Unmasked Estep 
Score: -29313314.000000 Penalty: 6139.539551
	Iteration 43Q: 3 clusters Score -2.931331e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 235032 members 
Entering Unmasked Estep 
Score: -29313378.000000 Penalty: 6139.539551
	Iteration 44Q: 3 clusters Score -2.931338e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 235278 members 
Entering Unmasked Estep 
Score: -29313410.000000 Penalty: 6139.539551
	Iteration 45Q: 3 clusters Score -2.931341e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 235467 members 
Entering Unmasked Estep 
Score: -29313486.000000 Penalty: 6139.539551
	Iteration 46Q: 3 clusters Score -2.931349e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 235621 members 
Entering Unmasked Estep 
Score: -29313498.000000 Penalty: 6139.539551
	Iteration 47Q: 3 clusters Score -2.93135e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 235750 members 
Entering Unmasked Estep 
Score: -29313444.000000 Penalty: 6139.539551
	Iteration 48Q: 3 clusters Score -2.931344e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 235855 members 
Entering Unmasked Estep 
Score: -29313446.000000 Penalty: 6139.539551
	Iteration 49Q: 3 clusters Score -2.931345e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 235940 members 
Entering Unmasked Estep 
Score: -29313482.000000 Penalty: 6139.539551
	Iteration 50Q: 3 clusters Score -2.931348e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 236004 members 
Entering Unmasked Estep 
Score: -29313548.000000 Penalty: 6139.539551
	Iteration 51Q: 3 clusters Score -2.931355e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 236057 members 
Entering Unmasked Estep 
Score: -29313564.000000 Penalty: 6139.539551
	Iteration 52Q: 3 clusters Score -2.931356e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 236110 members 
Entering Unmasked Estep 
Score: -29313588.000000 Penalty: 6139.539551
	Iteration 53Q: 3 clusters Score -2.931359e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 236160 members 
Entering Unmasked Estep 
Score: -29313588.000000 Penalty: 6139.539551
	Iteration 54Q: 3 clusters Score -2.931359e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 236194 members 
Entering Unmasked Estep 
Score: -29313578.000000 Penalty: 6139.539551
	Iteration 55Q: 3 clusters Score -2.931358e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 236222 members 
Entering Unmasked Estep 
Score: -29313578.000000 Penalty: 6139.539551
	Iteration 56Q: 3 clusters Score -2.931358e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 236249 members 
Entering Unmasked Estep 
Score: -29313606.000000 Penalty: 6139.539551
	Iteration 57Q: 3 clusters Score -2.931361e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 236283 members 
Entering Unmasked Estep 
Score: -29313570.000000 Penalty: 6139.539551
	Iteration 58Q: 3 clusters Score -2.931357e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 236315 members 
Entering Unmasked Estep 
Score: -29313594.000000 Penalty: 6139.539551
	Iteration 59Q: 3 clusters Score -2.931359e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 236340 members 
Entering Unmasked Estep 
Score: -29313580.000000 Penalty: 6139.539551
	Iteration 60F: 3 clusters Score -2.931358e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 236357 members 
Entering Unmasked Estep 
Score: -29313618.000000 Penalty: 6139.539551
	Iteration 61Q: 3 clusters Score -2.931362e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 236371 members 
Entering Unmasked Estep 
Score: -29313610.000000 Penalty: 6139.539551
	Iteration 62Q: 3 clusters Score -2.931361e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 236392 members 
Entering Unmasked Estep 
Score: -29313616.000000 Penalty: 6139.539551
	Iteration 63Q: 3 clusters Score -2.931362e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 236406 members 
Entering Unmasked Estep 
Score: -29313640.000000 Penalty: 6139.539551
	Iteration 64Q: 3 clusters Score -2.931364e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 236422 members 
Entering Unmasked Estep 
Score: -29313678.000000 Penalty: 6139.539551
	Iteration 65Q: 3 clusters Score -2.931368e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 236427 members 
Entering Unmasked Estep 
Score: -29313642.000000 Penalty: 6139.539551
	Iteration 66Q: 3 clusters Score -2.931364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 236429 members 
Entering Unmasked Estep 
Score: -29313654.000000 Penalty: 6139.539551
	Iteration 67Q: 3 clusters Score -2.931365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 236431 members 
Entering Unmasked Estep 
Score: -29313642.000000 Penalty: 6139.539551
	Iteration 68Q: 3 clusters Score -2.931364e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 236433 members 
Entering Unmasked Estep 
Score: -29313652.000000 Penalty: 6139.539551
	Iteration 69Q: 3 clusters Score -2.931365e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 236436 members 
Entering Unmasked Estep 
Score: -29313686.000000 Penalty: 6139.539551
	Iteration 70Q: 3 clusters Score -2.931369e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 236439 members 
Entering Unmasked Estep 
Score: -29313674.000000 Penalty: 6139.539551
	Iteration 71Q: 3 clusters Score -2.931367e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 236440 members 
Entering Unmasked Estep 
Score: -29313686.000000 Penalty: 6139.539551
	Iteration 72Q: 3 clusters Score -2.931369e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 236443 members 
Entering Unmasked Estep 
Score: -29313678.000000 Penalty: 6139.539551
	Iteration 73Q: 3 clusters Score -2.931368e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 236446 members 
Entering Unmasked Estep 
Score: -29313680.000000 Penalty: 6139.539551
	Iteration 74Q: 3 clusters Score -2.931368e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 236451 members 
Entering Unmasked Estep 
Score: -29313672.000000 Penalty: 6139.539551
	Iteration 75Q: 3 clusters Score -2.931367e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 236454 members 
Entering Unmasked Estep 
Score: -29313686.000000 Penalty: 6139.539551
	Iteration 76Q: 3 clusters Score -2.931369e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 236453 members 
Entering Unmasked Estep 
Score: -29313684.000000 Penalty: 6139.539551
	Iteration 77Q: 3 clusters Score -2.931368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 236455 members 
Entering Unmasked Estep 
Score: -29313688.000000 Penalty: 6139.539551
	Iteration 78Q: 3 clusters Score -2.931369e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 236456 members 
Entering Unmasked Estep 
Score: -29313688.000000 Penalty: 6139.539551
	Iteration 79Q: 3 clusters Score -2.931369e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 236456 members 
Entering Unmasked Estep 
Score: -29313688.000000 Penalty: 6139.539551
	Iteration 80F: 3 clusters Score -2.931369e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (31533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31533 members 
Entering Unmasked Estep 
Score: -3866610.500000 Penalty: 2568.979736
	Iteration 0F: 2 clusters Score -3866610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -3845176.750000 Penalty: 5137.959473
	Iteration 0F: 3 clusters Score -3845177 nChanged 14220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -3853276.000000 Penalty: 5137.959473
	Iteration 1F: 3 clusters Score -3853276 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -3854047.250000 Penalty: 5137.959473
	Iteration 2F: 3 clusters Score -3854047 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -3854938.000000 Penalty: 5137.959473
	Iteration 3F: 3 clusters Score -3854938 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -3855980.250000 Penalty: 5137.959473
	Iteration 4F: 3 clusters Score -3855980 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -3857182.250000 Penalty: 5137.959473
	Iteration 5F: 3 clusters Score -3857182 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -3858469.750000 Penalty: 5137.959473
	Iteration 6F: 3 clusters Score -3858470 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -3859732.000000 Penalty: 5137.959473
	Iteration 7F: 3 clusters Score -3859732 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -3860759.500000 Penalty: 5137.959473
	Iteration 8Q: 3 clusters Score -3860760 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -3861571.500000 Penalty: 5137.959473
	Iteration 9Q: 3 clusters Score -3861572 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -3862056.750000 Penalty: 5137.959473
	Iteration 10Q: 3 clusters Score -3862057 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -3862353.500000 Penalty: 5137.959473
	Iteration 11Q: 3 clusters Score -3862354 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -3862581.750000 Penalty: 5137.959473
	Iteration 12Q: 3 clusters Score -3862582 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -3862751.000000 Penalty: 5137.959473
	Iteration 13Q: 3 clusters Score -3862751 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -3862909.750000 Penalty: 5137.959473
	Iteration 14Q: 3 clusters Score -3862910 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -3863046.000000 Penalty: 5137.959473
	Iteration 15Q: 3 clusters Score -3863046 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -3863165.000000 Penalty: 5137.959473
	Iteration 16Q: 3 clusters Score -3863165 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -3863275.250000 Penalty: 5137.959473
	Iteration 17Q: 3 clusters Score -3863275 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -3863375.750000 Penalty: 5137.959473
	Iteration 18Q: 3 clusters Score -3863376 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -3863469.500000 Penalty: 5137.959473
	Iteration 19Q: 3 clusters Score -3863470 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -3863547.000000 Penalty: 5137.959473
	Iteration 20F: 3 clusters Score -3863547 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -3863654.250000 Penalty: 5137.959473
	Iteration 21Q: 3 clusters Score -3863654 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
Score: -3863730.250000 Penalty: 5137.959473
	Iteration 22Q: 3 clusters Score -3863730 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -3863801.750000 Penalty: 5137.959473
	Iteration 23Q: 3 clusters Score -3863802 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -3863894.000000 Penalty: 5137.959473
	Iteration 24Q: 3 clusters Score -3863894 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -3863967.750000 Penalty: 5137.959473
	Iteration 25Q: 3 clusters Score -3863968 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -3864045.000000 Penalty: 5137.959473
	Iteration 26Q: 3 clusters Score -3864045 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -3864095.000000 Penalty: 5137.959473
	Iteration 27Q: 3 clusters Score -3864095 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -3864149.000000 Penalty: 5137.959473
	Iteration 28Q: 3 clusters Score -3864149 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -3864200.250000 Penalty: 5137.959473
	Iteration 29Q: 3 clusters Score -3864200 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -3864219.500000 Penalty: 5137.959473
	Iteration 30Q: 3 clusters Score -3864220 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 28613 members 
Entering Unmasked Estep 
Score: -3864262.250000 Penalty: 5137.959473
	Iteration 31Q: 3 clusters Score -3864262 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -3864274.000000 Penalty: 5137.959473
	Iteration 32Q: 3 clusters Score -3864274 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -3864289.500000 Penalty: 5137.959473
	Iteration 33Q: 3 clusters Score -3864290 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -3864308.500000 Penalty: 5137.959473
	Iteration 34Q: 3 clusters Score -3864308 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 28908 members 
Entering Unmasked Estep 
Score: -3864317.000000 Penalty: 5137.959473
	Iteration 35Q: 3 clusters Score -3864317 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
Score: -3864329.750000 Penalty: 5137.959473
	Iteration 36Q: 3 clusters Score -3864330 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 29009 members 
Entering Unmasked Estep 
Score: -3864347.500000 Penalty: 5137.959473
	Iteration 37Q: 3 clusters Score -3864348 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 29052 members 
Entering Unmasked Estep 
Score: -3864350.000000 Penalty: 5137.959473
	Iteration 38Q: 3 clusters Score -3864350 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -3864360.000000 Penalty: 5137.959473
	Iteration 39Q: 3 clusters Score -3864360 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -3864367.750000 Penalty: 5137.959473
	Iteration 40F: 3 clusters Score -3864368 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -3864383.250000 Penalty: 5137.959473
	Iteration 41Q: 3 clusters Score -3864383 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -3864381.500000 Penalty: 5137.959473
	Iteration 42Q: 3 clusters Score -3864382 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -3864381.500000 Penalty: 5137.959473
	Iteration 43Q: 3 clusters Score -3864382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -3864387.750000 Penalty: 5137.959473
	Iteration 44Q: 3 clusters Score -3864388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -3864387.250000 Penalty: 5137.959473
	Iteration 45Q: 3 clusters Score -3864387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 29229 members 
Entering Unmasked Estep 
Score: -3864389.500000 Penalty: 5137.959473
	Iteration 46Q: 3 clusters Score -3864390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -3864387.250000 Penalty: 5137.959473
	Iteration 47Q: 3 clusters Score -3864387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 29247 members 
Entering Unmasked Estep 
Score: -3864388.250000 Penalty: 5137.959473
	Iteration 48Q: 3 clusters Score -3864388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -3864391.500000 Penalty: 5137.959473
	Iteration 49Q: 3 clusters Score -3864392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
Score: -3864395.250000 Penalty: 5137.959473
	Iteration 50Q: 3 clusters Score -3864395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
Score: -3864394.000000 Penalty: 5137.959473
	Iteration 51Q: 3 clusters Score -3864394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -3864390.000000 Penalty: 5137.959473
	Iteration 52Q: 3 clusters Score -3864390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 29273 members 
Entering Unmasked Estep 
Score: -3864392.500000 Penalty: 5137.959473
	Iteration 53Q: 3 clusters Score -3864392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 29279 members 
Entering Unmasked Estep 
Score: -3864391.750000 Penalty: 5137.959473
	Iteration 54Q: 3 clusters Score -3864392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -3864393.500000 Penalty: 5137.959473
	Iteration 55Q: 3 clusters Score -3864394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -3864391.500000 Penalty: 5137.959473
	Iteration 56Q: 3 clusters Score -3864392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 29293 members 
Entering Unmasked Estep 
Score: -3864394.000000 Penalty: 5137.959473
	Iteration 57Q: 3 clusters Score -3864394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 29298 members 
Entering Unmasked Estep 
Score: -3864402.250000 Penalty: 5137.959473
	Iteration 58Q: 3 clusters Score -3864402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 29305 members 
Entering Unmasked Estep 
Score: -3864399.250000 Penalty: 5137.959473
	Iteration 59Q: 3 clusters Score -3864399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -3864401.000000 Penalty: 5137.959473
	Iteration 60F: 3 clusters Score -3864401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -3864397.000000 Penalty: 5137.959473
	Iteration 61Q: 3 clusters Score -3864397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -3864396.250000 Penalty: 5137.959473
	Iteration 62Q: 3 clusters Score -3864396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -3864396.250000 Penalty: 5137.959473
	Iteration 63F: 3 clusters Score -3864396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Entering Unmasked Estep 
Score: -477784.562500 Penalty: 2060.494629
	Iteration 0F: 2 clusters Score -477784.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -473903.781250 Penalty: 4120.989258
	Iteration 0F: 3 clusters Score -473903.8 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -474880.093750 Penalty: 4120.989258
	Iteration 1F: 3 clusters Score -474880.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -475097.593750 Penalty: 4120.989258
	Iteration 2F: 3 clusters Score -475097.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -475201.625000 Penalty: 4120.989258
	Iteration 3Q: 3 clusters Score -475201.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -475282.125000 Penalty: 4120.989258
	Iteration 4Q: 3 clusters Score -475282.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -475354.937500 Penalty: 4120.989258
	Iteration 5Q: 3 clusters Score -475354.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -475404.250000 Penalty: 4120.989258
	Iteration 6Q: 3 clusters Score -475404.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -475466.062500 Penalty: 4120.989258
	Iteration 7Q: 3 clusters Score -475466.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -475566.937500 Penalty: 4120.989258
	Iteration 8Q: 3 clusters Score -475566.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -475736.718750 Penalty: 4120.989258
	Iteration 9Q: 3 clusters Score -475736.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -475894.218750 Penalty: 4120.989258
	Iteration 10Q: 3 clusters Score -475894.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -476054.875000 Penalty: 4120.989258
	Iteration 11Q: 3 clusters Score -476054.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -476234.437500 Penalty: 4120.989258
	Iteration 12Q: 3 clusters Score -476234.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -476443.781250 Penalty: 4120.989258
	Iteration 13Q: 3 clusters Score -476443.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -476769.187500 Penalty: 4120.989258
	Iteration 14Q: 3 clusters Score -476769.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -477133.656250 Penalty: 4120.989258
	Iteration 15Q: 3 clusters Score -477133.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -477358.687500 Penalty: 4120.989258
	Iteration 16Q: 3 clusters Score -477358.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -477485.406250 Penalty: 4120.989258
	Iteration 17Q: 3 clusters Score -477485.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -477556.468750 Penalty: 4120.989258
	Iteration 18Q: 3 clusters Score -477556.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -477589.625000 Penalty: 4120.989258
	Iteration 19Q: 3 clusters Score -477589.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -477607.750000 Penalty: 4120.989258
	Iteration 20F: 3 clusters Score -477607.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -477616.906250 Penalty: 4120.989258
	Iteration 21Q: 3 clusters Score -477616.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -477620.750000 Penalty: 4120.989258
	Iteration 22Q: 3 clusters Score -477620.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -477623.531250 Penalty: 4120.989258
	Iteration 23Q: 3 clusters Score -477623.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -477625.406250 Penalty: 4120.989258
	Iteration 24Q: 3 clusters Score -477625.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -477627.062500 Penalty: 4120.989258
	Iteration 25Q: 3 clusters Score -477627.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -477627.437500 Penalty: 4120.989258
	Iteration 26Q: 3 clusters Score -477627.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -477629.062500 Penalty: 4120.989258
	Iteration 27Q: 3 clusters Score -477629.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -477630.812500 Penalty: 4120.989258
	Iteration 28Q: 3 clusters Score -477630.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -477631.593750 Penalty: 4120.989258
	Iteration 29Q: 3 clusters Score -477631.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -477632.531250 Penalty: 4120.989258
	Iteration 30Q: 3 clusters Score -477632.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -477632.531250 Penalty: 4120.989258
	Iteration 31F: 3 clusters Score -477632.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Entering Unmasked Estep 
Score: -617690.312500 Penalty: 2149.371338
	Iteration 0F: 2 clusters Score -617690.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -612746.125000 Penalty: 4298.742676
	Iteration 0F: 3 clusters Score -612746.1 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -614168.937500 Penalty: 4298.742676
	Iteration 1F: 3 clusters Score -614168.9 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -614627.375000 Penalty: 4298.742676
	Iteration 2F: 3 clusters Score -614627.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -615031.437500 Penalty: 4298.742676
	Iteration 3F: 3 clusters Score -615031.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -615385.125000 Penalty: 4298.742676
	Iteration 4F: 3 clusters Score -615385.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -615635.437500 Penalty: 4298.742676
	Iteration 5F: 3 clusters Score -615635.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -615849.125000 Penalty: 4298.742676
	Iteration 6Q: 3 clusters Score -615849.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -616015.312500 Penalty: 4298.742676
	Iteration 7Q: 3 clusters Score -616015.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -616160.187500 Penalty: 4298.742676
	Iteration 8Q: 3 clusters Score -616160.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -616274.750000 Penalty: 4298.742676
	Iteration 9Q: 3 clusters Score -616274.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -616358.062500 Penalty: 4298.742676
	Iteration 10Q: 3 clusters Score -616358.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -616424.250000 Penalty: 4298.742676
	Iteration 11Q: 3 clusters Score -616424.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -616471.062500 Penalty: 4298.742676
	Iteration 12Q: 3 clusters Score -616471.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -616501.312500 Penalty: 4298.742676
	Iteration 13Q: 3 clusters Score -616501.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -616521.375000 Penalty: 4298.742676
	Iteration 14Q: 3 clusters Score -616521.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -616538.062500 Penalty: 4298.742676
	Iteration 15Q: 3 clusters Score -616538.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -616549.000000 Penalty: 4298.742676
	Iteration 16Q: 3 clusters Score -616549 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -616558.375000 Penalty: 4298.742676
	Iteration 17Q: 3 clusters Score -616558.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -616566.437500 Penalty: 4298.742676
	Iteration 18Q: 3 clusters Score -616566.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -616573.000000 Penalty: 4298.742676
	Iteration 19Q: 3 clusters Score -616573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -616576.812500 Penalty: 4298.742676
	Iteration 20F: 3 clusters Score -616576.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -616580.812500 Penalty: 4298.742676
	Iteration 21Q: 3 clusters Score -616580.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -616582.437500 Penalty: 4298.742676
	Iteration 22Q: 3 clusters Score -616582.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -616582.625000 Penalty: 4298.742676
	Iteration 23Q: 3 clusters Score -616582.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -616583.000000 Penalty: 4298.742676
	Iteration 24Q: 3 clusters Score -616583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -616584.062500 Penalty: 4298.742676
	Iteration 25Q: 3 clusters Score -616584.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -616584.062500 Penalty: 4298.742676
	Iteration 26F: 3 clusters Score -616584.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (103827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103827 members 
Entering Unmasked Estep 
Score: -12710501.000000 Penalty: 2864.519531
	Iteration 0F: 2 clusters Score -1.27105e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51845 members 
Mstep: Class 2 contains 51982 members 
Entering Unmasked Estep 
Score: -12641070.000000 Penalty: 5729.039062
	Iteration 0F: 3 clusters Score -1.264107e+07 nChanged 49021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52550 members 
Mstep: Class 2 contains 51277 members 
Entering Unmasked Estep 
Score: -12669205.000000 Penalty: 5729.039062
	Iteration 1F: 3 clusters Score -1.26692e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53537 members 
Mstep: Class 2 contains 50290 members 
Entering Unmasked Estep 
Score: -12670392.000000 Penalty: 5729.039062
	Iteration 2Q: 3 clusters Score -1.267039e+07 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55134 members 
Mstep: Class 2 contains 48693 members 
Entering Unmasked Estep 
Score: -12671852.000000 Penalty: 5729.039062
	Iteration 3Q: 3 clusters Score -1.267185e+07 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57375 members 
Mstep: Class 2 contains 46452 members 
Entering Unmasked Estep 
Score: -12674076.000000 Penalty: 5729.039062
	Iteration 4F: 3 clusters Score -1.267408e+07 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60375 members 
Mstep: Class 2 contains 43452 members 
Entering Unmasked Estep 
Score: -12677040.000000 Penalty: 5729.039062
	Iteration 5F: 3 clusters Score -1.267704e+07 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63895 members 
Mstep: Class 2 contains 39932 members 
Entering Unmasked Estep 
Score: -12680346.000000 Penalty: 5729.039062
	Iteration 6F: 3 clusters Score -1.268035e+07 nChanged 6429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67884 members 
Mstep: Class 2 contains 35943 members 
Entering Unmasked Estep 
Score: -12683840.000000 Penalty: 5729.039062
	Iteration 7F: 3 clusters Score -1.268384e+07 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72176 members 
Mstep: Class 2 contains 31651 members 
Entering Unmasked Estep 
Score: -12686902.000000 Penalty: 5729.039062
	Iteration 8F: 3 clusters Score -1.26869e+07 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76657 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -12689827.000000 Penalty: 5729.039062
	Iteration 9F: 3 clusters Score -1.268983e+07 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81190 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -12692604.000000 Penalty: 5729.039062
	Iteration 10Q: 3 clusters Score -1.26926e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85785 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -12695294.000000 Penalty: 5729.039062
	Iteration 11Q: 3 clusters Score -1.269529e+07 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90165 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -12698131.000000 Penalty: 5729.039062
	Iteration 12Q: 3 clusters Score -1.269813e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94081 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -12700826.000000 Penalty: 5729.039062
	Iteration 13Q: 3 clusters Score -1.270083e+07 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97309 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -12703046.000000 Penalty: 5729.039062
	Iteration 14Q: 3 clusters Score -1.270305e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99784 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -12704984.000000 Penalty: 5729.039062
	Iteration 15Q: 3 clusters Score -1.270498e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101487 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -12706340.000000 Penalty: 5729.039062
	Iteration 16Q: 3 clusters Score -1.270634e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102425 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -12707087.000000 Penalty: 5729.039062
	Iteration 17Q: 3 clusters Score -1.270709e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102890 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -12707504.000000 Penalty: 5729.039062
	Iteration 18Q: 3 clusters Score -1.27075e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103133 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -12707725.000000 Penalty: 5729.039062
	Iteration 19Q: 3 clusters Score -1.270772e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103244 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -12707829.000000 Penalty: 5729.039062
	Iteration 20F: 3 clusters Score -1.270783e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103311 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -12707864.000000 Penalty: 5729.039062
	Iteration 21Q: 3 clusters Score -1.270786e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103353 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -12707903.000000 Penalty: 5729.039062
	Iteration 22Q: 3 clusters Score -1.27079e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103381 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -12707939.000000 Penalty: 5729.039062
	Iteration 23Q: 3 clusters Score -1.270794e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103398 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -12707977.000000 Penalty: 5729.039062
	Iteration 24Q: 3 clusters Score -1.270798e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103404 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -12707990.000000 Penalty: 5729.039062
	Iteration 25Q: 3 clusters Score -1.270799e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103412 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -12708008.000000 Penalty: 5729.039062
	Iteration 26Q: 3 clusters Score -1.270801e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103426 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -12708019.000000 Penalty: 5729.039062
	Iteration 27Q: 3 clusters Score -1.270802e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103430 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -12708022.000000 Penalty: 5729.039062
	Iteration 28Q: 3 clusters Score -1.270802e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103432 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -12708029.000000 Penalty: 5729.039062
	Iteration 29Q: 3 clusters Score -1.270803e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103432 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -12708033.000000 Penalty: 5729.039062
	Iteration 30Q: 3 clusters Score -1.270803e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103433 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -12708044.000000 Penalty: 5729.039062
	Iteration 31Q: 3 clusters Score -1.270804e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103437 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -12708036.000000 Penalty: 5729.039062
	Iteration 32Q: 3 clusters Score -1.270804e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103446 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -12708047.000000 Penalty: 5729.039062
	Iteration 33Q: 3 clusters Score -1.270805e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103448 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -12708057.000000 Penalty: 5729.039062
	Iteration 34Q: 3 clusters Score -1.270806e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103448 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -12708062.000000 Penalty: 5729.039062
	Iteration 35Q: 3 clusters Score -1.270806e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103450 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -12708068.000000 Penalty: 5729.039062
	Iteration 36Q: 3 clusters Score -1.270807e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103449 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -12708070.000000 Penalty: 5729.039062
	Iteration 37Q: 3 clusters Score -1.270807e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103449 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -12708070.000000 Penalty: 5729.039062
	Iteration 38F: 3 clusters Score -1.270807e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Entering Unmasked Estep 
Score: -948007.750000 Penalty: 2239.176758
	Iteration 0F: 2 clusters Score -948007.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -941418.125000 Penalty: 4478.353516
	Iteration 0F: 3 clusters Score -941418.1 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -943208.312500 Penalty: 4478.353516
	Iteration 1F: 3 clusters Score -943208.3 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -943495.437500 Penalty: 4478.353516
	Iteration 2F: 3 clusters Score -943495.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -943718.500000 Penalty: 4478.353516
	Iteration 3F: 3 clusters Score -943718.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -943874.250000 Penalty: 4478.353516
	Iteration 4Q: 3 clusters Score -943874.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -943996.812500 Penalty: 4478.353516
	Iteration 5Q: 3 clusters Score -943996.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -944109.812500 Penalty: 4478.353516
	Iteration 6Q: 3 clusters Score -944109.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -944226.687500 Penalty: 4478.353516
	Iteration 7Q: 3 clusters Score -944226.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -944327.812500 Penalty: 4478.353516
	Iteration 8Q: 3 clusters Score -944327.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -944423.062500 Penalty: 4478.353516
	Iteration 9Q: 3 clusters Score -944423.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -944521.812500 Penalty: 4478.353516
	Iteration 10Q: 3 clusters Score -944521.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -944614.312500 Penalty: 4478.353516
	Iteration 11Q: 3 clusters Score -944614.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -944712.187500 Penalty: 4478.353516
	Iteration 12Q: 3 clusters Score -944712.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -944813.062500 Penalty: 4478.353516
	Iteration 13Q: 3 clusters Score -944813.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -944925.937500 Penalty: 4478.353516
	Iteration 14Q: 3 clusters Score -944925.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -945034.750000 Penalty: 4478.353516
	Iteration 15Q: 3 clusters Score -945034.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -945149.875000 Penalty: 4478.353516
	Iteration 16Q: 3 clusters Score -945149.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -945272.125000 Penalty: 4478.353516
	Iteration 17Q: 3 clusters Score -945272.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -945395.062500 Penalty: 4478.353516
	Iteration 18Q: 3 clusters Score -945395.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -945527.250000 Penalty: 4478.353516
	Iteration 19Q: 3 clusters Score -945527.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -945665.062500 Penalty: 4478.353516
	Iteration 20F: 3 clusters Score -945665.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -945804.687500 Penalty: 4478.353516
	Iteration 21Q: 3 clusters Score -945804.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -945963.312500 Penalty: 4478.353516
	Iteration 22Q: 3 clusters Score -945963.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -946114.562500 Penalty: 4478.353516
	Iteration 23Q: 3 clusters Score -946114.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -946282.375000 Penalty: 4478.353516
	Iteration 24Q: 3 clusters Score -946282.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -946442.437500 Penalty: 4478.353516
	Iteration 25Q: 3 clusters Score -946442.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -946630.375000 Penalty: 4478.353516
	Iteration 26Q: 3 clusters Score -946630.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -946819.000000 Penalty: 4478.353516
	Iteration 27Q: 3 clusters Score -946819 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -946971.687500 Penalty: 4478.353516
	Iteration 28Q: 3 clusters Score -946971.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -947084.437500 Penalty: 4478.353516
	Iteration 29Q: 3 clusters Score -947084.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -947140.437500 Penalty: 4478.353516
	Iteration 30Q: 3 clusters Score -947140.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -947171.250000 Penalty: 4478.353516
	Iteration 31Q: 3 clusters Score -947171.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -947185.375000 Penalty: 4478.353516
	Iteration 32Q: 3 clusters Score -947185.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -947187.125000 Penalty: 4478.353516
	Iteration 33Q: 3 clusters Score -947187.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -947191.937500 Penalty: 4478.353516
	Iteration 34Q: 3 clusters Score -947191.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -947190.750000 Penalty: 4478.353516
	Iteration 35Q: 3 clusters Score -947190.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -947197.687500 Penalty: 4478.353516
	Iteration 36Q: 3 clusters Score -947197.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -947197.500000 Penalty: 4478.353516
	Iteration 37Q: 3 clusters Score -947197.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -947198.937500 Penalty: 4478.353516
	Iteration 38Q: 3 clusters Score -947198.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -947200.625000 Penalty: 4478.353516
	Iteration 39Q: 3 clusters Score -947200.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -947200.937500 Penalty: 4478.353516
	Iteration 40F: 3 clusters Score -947200.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -947202.375000 Penalty: 4478.353516
	Iteration 41Q: 3 clusters Score -947202.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -947201.187500 Penalty: 4478.353516
	Iteration 42Q: 3 clusters Score -947201.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -947201.875000 Penalty: 4478.353516
	Iteration 43Q: 3 clusters Score -947201.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -947202.125000 Penalty: 4478.353516
	Iteration 44Q: 3 clusters Score -947202.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -947202.000000 Penalty: 4478.353516
	Iteration 45Q: 3 clusters Score -947202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -947203.812500 Penalty: 4478.353516
	Iteration 46Q: 3 clusters Score -947203.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -947202.250000 Penalty: 4478.353516
	Iteration 47Q: 3 clusters Score -947202.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -947204.875000 Penalty: 4478.353516
	Iteration 48Q: 3 clusters Score -947204.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -947205.437500 Penalty: 4478.353516
	Iteration 49Q: 3 clusters Score -947205.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -947204.812500 Penalty: 4478.353516
	Iteration 50Q: 3 clusters Score -947204.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -947204.812500 Penalty: 4478.353516
	Iteration 51F: 3 clusters Score -947204.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Entering Unmasked Estep 
Score: -353464.750000 Penalty: 1994.190552
	Iteration 0F: 2 clusters Score -353464.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -350156.062500 Penalty: 3988.381104
	Iteration 0F: 3 clusters Score -350156.1 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -350858.312500 Penalty: 3988.381104
	Iteration 1F: 3 clusters Score -350858.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -351044.750000 Penalty: 3988.381104
	Iteration 2F: 3 clusters Score -351044.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -351164.812500 Penalty: 3988.381104
	Iteration 3F: 3 clusters Score -351164.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -351276.750000 Penalty: 3988.381104
	Iteration 4Q: 3 clusters Score -351276.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -351401.000000 Penalty: 3988.381104
	Iteration 5Q: 3 clusters Score -351401 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -351514.843750 Penalty: 3988.381104
	Iteration 6Q: 3 clusters Score -351514.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -351607.843750 Penalty: 3988.381104
	Iteration 7Q: 3 clusters Score -351607.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -351713.093750 Penalty: 3988.381104
	Iteration 8Q: 3 clusters Score -351713.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -351799.281250 Penalty: 3988.381104
	Iteration 9Q: 3 clusters Score -351799.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -351871.468750 Penalty: 3988.381104
	Iteration 10Q: 3 clusters Score -351871.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -351933.500000 Penalty: 3988.381104
	Iteration 11Q: 3 clusters Score -351933.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -351983.312500 Penalty: 3988.381104
	Iteration 12Q: 3 clusters Score -351983.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -352029.625000 Penalty: 3988.381104
	Iteration 13Q: 3 clusters Score -352029.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -352071.093750 Penalty: 3988.381104
	Iteration 14Q: 3 clusters Score -352071.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -352105.625000 Penalty: 3988.381104
	Iteration 15Q: 3 clusters Score -352105.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -352134.687500 Penalty: 3988.381104
	Iteration 16Q: 3 clusters Score -352134.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -352162.593750 Penalty: 3988.381104
	Iteration 17Q: 3 clusters Score -352162.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -352200.843750 Penalty: 3988.381104
	Iteration 18Q: 3 clusters Score -352200.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -352249.406250 Penalty: 3988.381104
	Iteration 19Q: 3 clusters Score -352249.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -352290.281250 Penalty: 3988.381104
	Iteration 20F: 3 clusters Score -352290.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -352327.312500 Penalty: 3988.381104
	Iteration 21Q: 3 clusters Score -352327.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -352378.312500 Penalty: 3988.381104
	Iteration 22Q: 3 clusters Score -352378.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -352417.125000 Penalty: 3988.381104
	Iteration 23Q: 3 clusters Score -352417.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -352441.875000 Penalty: 3988.381104
	Iteration 24Q: 3 clusters Score -352441.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -352464.343750 Penalty: 3988.381104
	Iteration 25Q: 3 clusters Score -352464.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -352486.937500 Penalty: 3988.381104
	Iteration 26Q: 3 clusters Score -352486.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -352500.468750 Penalty: 3988.381104
	Iteration 27Q: 3 clusters Score -352500.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -352508.468750 Penalty: 3988.381104
	Iteration 28Q: 3 clusters Score -352508.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -352513.656250 Penalty: 3988.381104
	Iteration 29Q: 3 clusters Score -352513.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -352521.562500 Penalty: 3988.381104
	Iteration 30Q: 3 clusters Score -352521.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -352526.000000 Penalty: 3988.381104
	Iteration 31Q: 3 clusters Score -352526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -352529.000000 Penalty: 3988.381104
	Iteration 32Q: 3 clusters Score -352529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -352529.531250 Penalty: 3988.381104
	Iteration 33Q: 3 clusters Score -352529.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -352529.531250 Penalty: 3988.381104
	Iteration 34F: 3 clusters Score -352529.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (83345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83345 members 
Entering Unmasked Estep 
Score: -10174926.000000 Penalty: 2810.024414
	Iteration 0F: 2 clusters Score -1.017493e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41733 members 
Mstep: Class 2 contains 41612 members 
Entering Unmasked Estep 
Score: -10118980.000000 Penalty: 5620.048828
	Iteration 0F: 3 clusters Score -1.011898e+07 nChanged 39165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42734 members 
Mstep: Class 2 contains 40611 members 
Entering Unmasked Estep 
Score: -10141424.000000 Penalty: 5620.048828
	Iteration 1F: 3 clusters Score -1.014142e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43757 members 
Mstep: Class 2 contains 39588 members 
Entering Unmasked Estep 
Score: -10142346.000000 Penalty: 5620.048828
	Iteration 2Q: 3 clusters Score -1.014235e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45465 members 
Mstep: Class 2 contains 37880 members 
Entering Unmasked Estep 
Score: -10143648.000000 Penalty: 5620.048828
	Iteration 3Q: 3 clusters Score -1.014365e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47944 members 
Mstep: Class 2 contains 35401 members 
Entering Unmasked Estep 
Score: -10145518.000000 Penalty: 5620.048828
	Iteration 4F: 3 clusters Score -1.014552e+07 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51337 members 
Mstep: Class 2 contains 32008 members 
Entering Unmasked Estep 
Score: -10148162.000000 Penalty: 5620.048828
	Iteration 5F: 3 clusters Score -1.014816e+07 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55494 members 
Mstep: Class 2 contains 27851 members 
Entering Unmasked Estep 
Score: -10151351.000000 Penalty: 5620.048828
	Iteration 6F: 3 clusters Score -1.015135e+07 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60252 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -10154922.000000 Penalty: 5620.048828
	Iteration 7F: 3 clusters Score -1.015492e+07 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65244 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -10158850.000000 Penalty: 5620.048828
	Iteration 8F: 3 clusters Score -1.015885e+07 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70184 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -10162805.000000 Penalty: 5620.048828
	Iteration 9F: 3 clusters Score -1.01628e+07 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74519 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -10166332.000000 Penalty: 5620.048828
	Iteration 10F: 3 clusters Score -1.016633e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77852 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -10169091.000000 Penalty: 5620.048828
	Iteration 11Q: 3 clusters Score -1.016909e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80033 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -10170891.000000 Penalty: 5620.048828
	Iteration 12Q: 3 clusters Score -1.017089e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81247 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -10171742.000000 Penalty: 5620.048828
	Iteration 13Q: 3 clusters Score -1.017174e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81867 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -10172191.000000 Penalty: 5620.048828
	Iteration 14Q: 3 clusters Score -1.017219e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82188 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -10172477.000000 Penalty: 5620.048828
	Iteration 15Q: 3 clusters Score -1.017248e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82364 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -10172612.000000 Penalty: 5620.048828
	Iteration 16Q: 3 clusters Score -1.017261e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82460 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -10172678.000000 Penalty: 5620.048828
	Iteration 17Q: 3 clusters Score -1.017268e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82520 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -10172709.000000 Penalty: 5620.048828
	Iteration 18Q: 3 clusters Score -1.017271e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82559 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -10172731.000000 Penalty: 5620.048828
	Iteration 19Q: 3 clusters Score -1.017273e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82579 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -10172753.000000 Penalty: 5620.048828
	Iteration 20F: 3 clusters Score -1.017275e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82594 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -10172754.000000 Penalty: 5620.048828
	Iteration 21Q: 3 clusters Score -1.017275e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82609 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -10172767.000000 Penalty: 5620.048828
	Iteration 22Q: 3 clusters Score -1.017277e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82626 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -10172795.000000 Penalty: 5620.048828
	Iteration 23Q: 3 clusters Score -1.01728e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82638 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -10172795.000000 Penalty: 5620.048828
	Iteration 24Q: 3 clusters Score -1.01728e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82645 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -10172799.000000 Penalty: 5620.048828
	Iteration 25Q: 3 clusters Score -1.01728e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82647 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -10172807.000000 Penalty: 5620.048828
	Iteration 26Q: 3 clusters Score -1.017281e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82651 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -10172815.000000 Penalty: 5620.048828
	Iteration 27Q: 3 clusters Score -1.017282e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82658 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -10172817.000000 Penalty: 5620.048828
	Iteration 28Q: 3 clusters Score -1.017282e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82660 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -10172822.000000 Penalty: 5620.048828
	Iteration 29Q: 3 clusters Score -1.017282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82663 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -10172821.000000 Penalty: 5620.048828
	Iteration 30Q: 3 clusters Score -1.017282e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82664 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -10172825.000000 Penalty: 5620.048828
	Iteration 31Q: 3 clusters Score -1.017282e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82665 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -10172823.000000 Penalty: 5620.048828
	Iteration 32Q: 3 clusters Score -1.017282e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82666 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -10172822.000000 Penalty: 5620.048828
	Iteration 33Q: 3 clusters Score -1.017282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82667 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -10172822.000000 Penalty: 5620.048828
	Iteration 34Q: 3 clusters Score -1.017282e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82667 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -10172822.000000 Penalty: 5620.048828
	Iteration 35F: 3 clusters Score -1.017282e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Entering Unmasked Estep 
Score: -1044264.187500 Penalty: 2257.262207
	Iteration 0F: 2 clusters Score -1044264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1037295.875000 Penalty: 4514.524414
	Iteration 0F: 3 clusters Score -1037296 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1039297.250000 Penalty: 4514.524414
	Iteration 1F: 3 clusters Score -1039297 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1039613.375000 Penalty: 4514.524414
	Iteration 2F: 3 clusters Score -1039613 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1039865.500000 Penalty: 4514.524414
	Iteration 3F: 3 clusters Score -1039866 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1040080.500000 Penalty: 4514.524414
	Iteration 4Q: 3 clusters Score -1040080 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1040260.562500 Penalty: 4514.524414
	Iteration 5Q: 3 clusters Score -1040261 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1040417.937500 Penalty: 4514.524414
	Iteration 6Q: 3 clusters Score -1040418 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1040562.375000 Penalty: 4514.524414
	Iteration 7Q: 3 clusters Score -1040562 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1040678.437500 Penalty: 4514.524414
	Iteration 8Q: 3 clusters Score -1040678 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1040778.000000 Penalty: 4514.524414
	Iteration 9Q: 3 clusters Score -1040778 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1040855.250000 Penalty: 4514.524414
	Iteration 10Q: 3 clusters Score -1040855 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1040928.937500 Penalty: 4514.524414
	Iteration 11Q: 3 clusters Score -1040929 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1041002.312500 Penalty: 4514.524414
	Iteration 12Q: 3 clusters Score -1041002 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1041076.812500 Penalty: 4514.524414
	Iteration 13Q: 3 clusters Score -1041077 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1041159.000000 Penalty: 4514.524414
	Iteration 14Q: 3 clusters Score -1041159 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1041261.000000 Penalty: 4514.524414
	Iteration 15Q: 3 clusters Score -1041261 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1041339.125000 Penalty: 4514.524414
	Iteration 16Q: 3 clusters Score -1041339 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1041442.750000 Penalty: 4514.524414
	Iteration 17Q: 3 clusters Score -1041443 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1041542.500000 Penalty: 4514.524414
	Iteration 18Q: 3 clusters Score -1041542 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1041634.312500 Penalty: 4514.524414
	Iteration 19Q: 3 clusters Score -1041634 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1041717.625000 Penalty: 4514.524414
	Iteration 20F: 3 clusters Score -1041718 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1041793.875000 Penalty: 4514.524414
	Iteration 21Q: 3 clusters Score -1041794 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1041865.625000 Penalty: 4514.524414
	Iteration 22Q: 3 clusters Score -1041866 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1041936.750000 Penalty: 4514.524414
	Iteration 23Q: 3 clusters Score -1041937 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1042000.687500 Penalty: 4514.524414
	Iteration 24Q: 3 clusters Score -1042001 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1042067.312500 Penalty: 4514.524414
	Iteration 25Q: 3 clusters Score -1042067 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1042145.062500 Penalty: 4514.524414
	Iteration 26Q: 3 clusters Score -1042145 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1042206.062500 Penalty: 4514.524414
	Iteration 27Q: 3 clusters Score -1042206 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1042264.562500 Penalty: 4514.524414
	Iteration 28Q: 3 clusters Score -1042265 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1042321.937500 Penalty: 4514.524414
	Iteration 29Q: 3 clusters Score -1042322 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1042378.187500 Penalty: 4514.524414
	Iteration 30Q: 3 clusters Score -1042378 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1042433.000000 Penalty: 4514.524414
	Iteration 31Q: 3 clusters Score -1042433 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1042481.062500 Penalty: 4514.524414
	Iteration 32Q: 3 clusters Score -1042481 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1042519.875000 Penalty: 4514.524414
	Iteration 33Q: 3 clusters Score -1042520 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1042555.875000 Penalty: 4514.524414
	Iteration 34Q: 3 clusters Score -1042556 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1042582.250000 Penalty: 4514.524414
	Iteration 35Q: 3 clusters Score -1042582 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1042610.687500 Penalty: 4514.524414
	Iteration 36Q: 3 clusters Score -1042611 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1042636.625000 Penalty: 4514.524414
	Iteration 37Q: 3 clusters Score -1042637 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1042649.312500 Penalty: 4514.524414
	Iteration 38Q: 3 clusters Score -1042649 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1042673.875000 Penalty: 4514.524414
	Iteration 39Q: 3 clusters Score -1042674 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1042690.062500 Penalty: 4514.524414
	Iteration 40F: 3 clusters Score -1042690 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1042713.000000 Penalty: 4514.524414
	Iteration 41Q: 3 clusters Score -1042713 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1042731.187500 Penalty: 4514.524414
	Iteration 42Q: 3 clusters Score -1042731 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1042739.375000 Penalty: 4514.524414
	Iteration 43Q: 3 clusters Score -1042739 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1042755.250000 Penalty: 4514.524414
	Iteration 44Q: 3 clusters Score -1042755 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1042761.750000 Penalty: 4514.524414
	Iteration 45Q: 3 clusters Score -1042762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1042766.875000 Penalty: 4514.524414
	Iteration 46Q: 3 clusters Score -1042767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1042769.187500 Penalty: 4514.524414
	Iteration 47Q: 3 clusters Score -1042769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1042768.875000 Penalty: 4514.524414
	Iteration 48Q: 3 clusters Score -1042769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1042770.125000 Penalty: 4514.524414
	Iteration 49Q: 3 clusters Score -1042770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1042770.250000 Penalty: 4514.524414
	Iteration 50Q: 3 clusters Score -1042770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1042770.250000 Penalty: 4514.524414
	Iteration 51F: 3 clusters Score -1042770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (8105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Entering Unmasked Estep 
Score: -926163.375000 Penalty: 2232.058594
	Iteration 0F: 2 clusters Score -926163.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -919727.437500 Penalty: 4464.117188
	Iteration 0F: 3 clusters Score -919727.4 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -921497.750000 Penalty: 4464.117188
	Iteration 1F: 3 clusters Score -921497.8 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -921781.125000 Penalty: 4464.117188
	Iteration 2F: 3 clusters Score -921781.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -922001.812500 Penalty: 4464.117188
	Iteration 3F: 3 clusters Score -922001.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -922178.812500 Penalty: 4464.117188
	Iteration 4Q: 3 clusters Score -922178.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -922327.062500 Penalty: 4464.117188
	Iteration 5Q: 3 clusters Score -922327.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -922456.312500 Penalty: 4464.117188
	Iteration 6Q: 3 clusters Score -922456.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -922578.937500 Penalty: 4464.117188
	Iteration 7Q: 3 clusters Score -922578.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -922684.375000 Penalty: 4464.117188
	Iteration 8Q: 3 clusters Score -922684.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -922781.812500 Penalty: 4464.117188
	Iteration 9Q: 3 clusters Score -922781.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -922873.625000 Penalty: 4464.117188
	Iteration 10Q: 3 clusters Score -922873.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -922954.312500 Penalty: 4464.117188
	Iteration 11Q: 3 clusters Score -922954.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -923026.500000 Penalty: 4464.117188
	Iteration 12Q: 3 clusters Score -923026.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -923115.687500 Penalty: 4464.117188
	Iteration 13Q: 3 clusters Score -923115.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -923216.500000 Penalty: 4464.117188
	Iteration 14Q: 3 clusters Score -923216.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -923325.250000 Penalty: 4464.117188
	Iteration 15Q: 3 clusters Score -923325.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -923449.000000 Penalty: 4464.117188
	Iteration 16Q: 3 clusters Score -923449 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -923564.500000 Penalty: 4464.117188
	Iteration 17Q: 3 clusters Score -923564.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -923651.062500 Penalty: 4464.117188
	Iteration 18Q: 3 clusters Score -923651.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -923724.187500 Penalty: 4464.117188
	Iteration 19Q: 3 clusters Score -923724.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -923778.125000 Penalty: 4464.117188
	Iteration 20F: 3 clusters Score -923778.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -923838.250000 Penalty: 4464.117188
	Iteration 21Q: 3 clusters Score -923838.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -923899.625000 Penalty: 4464.117188
	Iteration 22Q: 3 clusters Score -923899.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -923944.750000 Penalty: 4464.117188
	Iteration 23Q: 3 clusters Score -923944.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -923985.375000 Penalty: 4464.117188
	Iteration 24Q: 3 clusters Score -923985.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -924021.187500 Penalty: 4464.117188
	Iteration 25Q: 3 clusters Score -924021.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -924050.875000 Penalty: 4464.117188
	Iteration 26Q: 3 clusters Score -924050.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -924069.625000 Penalty: 4464.117188
	Iteration 27Q: 3 clusters Score -924069.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -924085.312500 Penalty: 4464.117188
	Iteration 28Q: 3 clusters Score -924085.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -924102.312500 Penalty: 4464.117188
	Iteration 29Q: 3 clusters Score -924102.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -924115.312500 Penalty: 4464.117188
	Iteration 30Q: 3 clusters Score -924115.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -924128.000000 Penalty: 4464.117188
	Iteration 31Q: 3 clusters Score -924128 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -924140.125000 Penalty: 4464.117188
	Iteration 32Q: 3 clusters Score -924140.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -924148.937500 Penalty: 4464.117188
	Iteration 33Q: 3 clusters Score -924148.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -924158.312500 Penalty: 4464.117188
	Iteration 34Q: 3 clusters Score -924158.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -924169.750000 Penalty: 4464.117188
	Iteration 35Q: 3 clusters Score -924169.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -924182.937500 Penalty: 4464.117188
	Iteration 36Q: 3 clusters Score -924182.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -924195.687500 Penalty: 4464.117188
	Iteration 37Q: 3 clusters Score -924195.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -924203.000000 Penalty: 4464.117188
	Iteration 38Q: 3 clusters Score -924203 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -924213.312500 Penalty: 4464.117188
	Iteration 39Q: 3 clusters Score -924213.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -924224.562500 Penalty: 4464.117188
	Iteration 40F: 3 clusters Score -924224.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -924248.437500 Penalty: 4464.117188
	Iteration 41Q: 3 clusters Score -924248.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -924260.250000 Penalty: 4464.117188
	Iteration 42Q: 3 clusters Score -924260.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -924274.937500 Penalty: 4464.117188
	Iteration 43Q: 3 clusters Score -924274.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -924285.562500 Penalty: 4464.117188
	Iteration 44Q: 3 clusters Score -924285.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -924299.812500 Penalty: 4464.117188
	Iteration 45Q: 3 clusters Score -924299.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -924308.625000 Penalty: 4464.117188
	Iteration 46Q: 3 clusters Score -924308.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -924319.125000 Penalty: 4464.117188
	Iteration 47Q: 3 clusters Score -924319.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -924325.062500 Penalty: 4464.117188
	Iteration 48Q: 3 clusters Score -924325.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -924334.125000 Penalty: 4464.117188
	Iteration 49Q: 3 clusters Score -924334.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -924343.250000 Penalty: 4464.117188
	Iteration 50Q: 3 clusters Score -924343.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -924348.375000 Penalty: 4464.117188
	Iteration 51Q: 3 clusters Score -924348.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -924355.062500 Penalty: 4464.117188
	Iteration 52Q: 3 clusters Score -924355.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -924364.687500 Penalty: 4464.117188
	Iteration 53Q: 3 clusters Score -924364.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -924371.375000 Penalty: 4464.117188
	Iteration 54Q: 3 clusters Score -924371.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -924373.875000 Penalty: 4464.117188
	Iteration 55Q: 3 clusters Score -924373.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -924379.187500 Penalty: 4464.117188
	Iteration 56Q: 3 clusters Score -924379.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -924382.000000 Penalty: 4464.117188
	Iteration 57Q: 3 clusters Score -924382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -924383.312500 Penalty: 4464.117188
	Iteration 58Q: 3 clusters Score -924383.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -924382.875000 Penalty: 4464.117188
	Iteration 59Q: 3 clusters Score -924382.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -924387.875000 Penalty: 4464.117188
	Iteration 60F: 3 clusters Score -924387.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -924387.437500 Penalty: 4464.117188
	Iteration 61Q: 3 clusters Score -924387.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -924387.250000 Penalty: 4464.117188
	Iteration 62Q: 3 clusters Score -924387.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -924388.125000 Penalty: 4464.117188
	Iteration 63Q: 3 clusters Score -924388.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -924388.125000 Penalty: 4464.117188
	Iteration 64F: 3 clusters Score -924388.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -227682.656250 Penalty: 1913.350708
	Iteration 0F: 2 clusters Score -227682.7 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 1111 members 
Entering Unmasked Estep 
Score: -225208.671875 Penalty: 3826.701416
	Iteration 0F: 3 clusters Score -225208.7 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -227213.687500 Penalty: 3826.701416
	Iteration 1F: 3 clusters Score -227213.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -227771.312500 Penalty: 3826.701416
	Iteration 2F: 3 clusters Score -227771.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -228267.125000 Penalty: 3826.701416
	Iteration 3F: 3 clusters Score -228267.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -228785.796875 Penalty: 3826.701416
	Iteration 4F: 3 clusters Score -228785.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -229061.828125 Penalty: 3826.701416
	Iteration 5Q: 3 clusters Score -229061.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -229248.062500 Penalty: 3826.701416
	Iteration 6Q: 3 clusters Score -229248.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -229407.062500 Penalty: 3826.701416
	Iteration 7Q: 3 clusters Score -229407.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -229519.093750 Penalty: 3826.701416
	Iteration 8Q: 3 clusters Score -229519.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -229679.843750 Penalty: 3826.701416
	Iteration 9Q: 3 clusters Score -229679.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -230043.906250 Penalty: 3826.701416
	Iteration 10Q: 3 clusters Score -230043.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -230395.687500 Penalty: 3826.701416
	Iteration 11Q: 3 clusters Score -230395.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -230533.921875 Penalty: 3826.701416
	Iteration 12Q: 3 clusters Score -230533.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -230584.546875 Penalty: 3826.701416
	Iteration 13Q: 3 clusters Score -230584.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -230597.062500 Penalty: 3826.701416
	Iteration 14Q: 3 clusters Score -230597.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -230599.593750 Penalty: 3826.701416
	Iteration 15Q: 3 clusters Score -230599.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -230602.218750 Penalty: 3826.701416
	Iteration 16Q: 3 clusters Score -230602.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -230605.859375 Penalty: 3826.701416
	Iteration 17Q: 3 clusters Score -230605.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -230609.437500 Penalty: 3826.701416
	Iteration 18Q: 3 clusters Score -230609.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -230610.765625 Penalty: 3826.701416
	Iteration 19Q: 3 clusters Score -230610.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -230610.765625 Penalty: 3826.701416
	Iteration 20F: 3 clusters Score -230610.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 11154 members 
Mstep: Class 3 contains 57367 members 
Mstep: Class 4 contains 9314 members 
Mstep: Class 5 contains 4034 members 
Mstep: Class 6 contains 16917 members 
Mstep: Class 7 contains 13276 members 
Mstep: Class 8 contains 128007 members 
Mstep: Class 9 contains 12430 members 
Mstep: Class 10 contains 202944 members 
Mstep: Class 11 contains 211317 members 
Mstep: Class 12 contains 12092 members 
Mstep: Class 13 contains 322618 members 
Mstep: Class 14 contains 477 members 
Mstep: Class 15 contains 41141 members 
Mstep: Class 16 contains 44580 members 
Mstep: Class 17 contains 18336 members 
Mstep: Class 18 contains 16447 members 
Mstep: Class 19 contains 6556 members 
Mstep: Class 20 contains 5560 members 
Mstep: Class 21 contains 40320 members 
Mstep: Class 22 contains 29208 members 
Mstep: Class 23 contains 175688 members 
Mstep: Class 24 contains 93958 members 
Mstep: Class 25 contains 8177 members 
Mstep: Class 26 contains 237543 members 
Mstep: Class 27 contains 31533 members 
Mstep: Class 28 contains 4058 members 
Mstep: Class 29 contains 5807 members 
Mstep: Class 30 contains 103827 members 
Mstep: Class 31 contains 8341 members 
Mstep: Class 32 contains 3106 members 
Mstep: Class 33 contains 83345 members 
Mstep: Class 34 contains 8972 members 
Mstep: Class 35 contains 8105 members 
Mstep: Class 36 contains 1423 members 
Mstep: Class 37 contains 7981 members 
Mstep: Class 38 contains 819 members 
Entering Unmasked Estep 
Score: -235448704.000000 Penalty: 136683.125000
Splitting cluster 36 changes total score from -235447904.000000 to -235448704.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 37 (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: -944657.750000 Penalty: 2228.235107
	Iteration 0F: 2 clusters Score -944657.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -938203.687500 Penalty: 4456.470215
	Iteration 0F: 3 clusters Score -938203.7 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -940108.875000 Penalty: 4456.470215
	Iteration 1F: 3 clusters Score -940108.9 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -940357.625000 Penalty: 4456.470215
	Iteration 2F: 3 clusters Score -940357.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -940523.062500 Penalty: 4456.470215
	Iteration 3Q: 3 clusters Score -940523.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -940657.125000 Penalty: 4456.470215
	Iteration 4Q: 3 clusters Score -940657.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -940758.062500 Penalty: 4456.470215
	Iteration 5Q: 3 clusters Score -940758.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -940846.750000 Penalty: 4456.470215
	Iteration 6Q: 3 clusters Score -940846.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -940941.125000 Penalty: 4456.470215
	Iteration 7Q: 3 clusters Score -940941.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -941024.437500 Penalty: 4456.470215
	Iteration 8Q: 3 clusters Score -941024.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -941113.187500 Penalty: 4456.470215
	Iteration 9Q: 3 clusters Score -941113.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -941199.000000 Penalty: 4456.470215
	Iteration 10Q: 3 clusters Score -941199 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -941276.187500 Penalty: 4456.470215
	Iteration 11Q: 3 clusters Score -941276.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -941380.937500 Penalty: 4456.470215
	Iteration 12Q: 3 clusters Score -941380.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -941533.000000 Penalty: 4456.470215
	Iteration 13Q: 3 clusters Score -941533 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -941678.187500 Penalty: 4456.470215
	Iteration 14Q: 3 clusters Score -941678.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -941827.062500 Penalty: 4456.470215
	Iteration 15Q: 3 clusters Score -941827.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -941981.812500 Penalty: 4456.470215
	Iteration 16Q: 3 clusters Score -941981.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -942121.375000 Penalty: 4456.470215
	Iteration 17Q: 3 clusters Score -942121.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -942270.437500 Penalty: 4456.470215
	Iteration 18Q: 3 clusters Score -942270.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -942412.812500 Penalty: 4456.470215
	Iteration 19Q: 3 clusters Score -942412.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -942515.437500 Penalty: 4456.470215
	Iteration 20F: 3 clusters Score -942515.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -942603.187500 Penalty: 4456.470215
	Iteration 21Q: 3 clusters Score -942603.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -942678.062500 Penalty: 4456.470215
	Iteration 22Q: 3 clusters Score -942678.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -942727.375000 Penalty: 4456.470215
	Iteration 23Q: 3 clusters Score -942727.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -942760.500000 Penalty: 4456.470215
	Iteration 24Q: 3 clusters Score -942760.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -942786.437500 Penalty: 4456.470215
	Iteration 25Q: 3 clusters Score -942786.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -942802.937500 Penalty: 4456.470215
	Iteration 26Q: 3 clusters Score -942802.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -942826.125000 Penalty: 4456.470215
	Iteration 27Q: 3 clusters Score -942826.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -942844.000000 Penalty: 4456.470215
	Iteration 28Q: 3 clusters Score -942844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -942854.000000 Penalty: 4456.470215
	Iteration 29Q: 3 clusters Score -942854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -942855.875000 Penalty: 4456.470215
	Iteration 30Q: 3 clusters Score -942855.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -942858.062500 Penalty: 4456.470215
	Iteration 31Q: 3 clusters Score -942858.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -942862.625000 Penalty: 4456.470215
	Iteration 32Q: 3 clusters Score -942862.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -942862.812500 Penalty: 4456.470215
	Iteration 33Q: 3 clusters Score -942862.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -942865.000000 Penalty: 4456.470215
	Iteration 34Q: 3 clusters Score -942865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -942864.875000 Penalty: 4456.470215
	Iteration 35Q: 3 clusters Score -942864.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -942867.000000 Penalty: 4456.470215
	Iteration 36Q: 3 clusters Score -942867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -942867.750000 Penalty: 4456.470215
	Iteration 37Q: 3 clusters Score -942867.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -942867.812500 Penalty: 4456.470215
	Iteration 38Q: 3 clusters Score -942867.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -942870.125000 Penalty: 4456.470215
	Iteration 39Q: 3 clusters Score -942870.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -942870.312500 Penalty: 4456.470215
	Iteration 40F: 3 clusters Score -942870.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -942873.875000 Penalty: 4456.470215
	Iteration 41Q: 3 clusters Score -942873.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -942874.937500 Penalty: 4456.470215
	Iteration 42Q: 3 clusters Score -942874.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -942874.937500 Penalty: 4456.470215
	Iteration 43F: 3 clusters Score -942874.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 11154 members 
Mstep: Class 3 contains 57367 members 
Mstep: Class 4 contains 9314 members 
Mstep: Class 5 contains 4034 members 
Mstep: Class 6 contains 16917 members 
Mstep: Class 7 contains 13276 members 
Mstep: Class 8 contains 128007 members 
Mstep: Class 9 contains 12430 members 
Mstep: Class 10 contains 202944 members 
Mstep: Class 11 contains 211317 members 
Mstep: Class 12 contains 12092 members 
Mstep: Class 13 contains 322618 members 
Mstep: Class 14 contains 477 members 
Mstep: Class 15 contains 41141 members 
Mstep: Class 16 contains 44580 members 
Mstep: Class 17 contains 18336 members 
Mstep: Class 18 contains 16447 members 
Mstep: Class 19 contains 6556 members 
Mstep: Class 20 contains 5560 members 
Mstep: Class 21 contains 40320 members 
Mstep: Class 22 contains 29208 members 
Mstep: Class 23 contains 175688 members 
Mstep: Class 24 contains 93958 members 
Mstep: Class 25 contains 8177 members 
Mstep: Class 26 contains 237543 members 
Mstep: Class 27 contains 31533 members 
Mstep: Class 28 contains 4058 members 
Mstep: Class 29 contains 5807 members 
Mstep: Class 30 contains 103827 members 
Mstep: Class 31 contains 8341 members 
Mstep: Class 32 contains 3106 members 
Mstep: Class 33 contains 83345 members 
Mstep: Class 34 contains 8972 members 
Mstep: Class 35 contains 8105 members 
Mstep: Class 36 contains 1423 members 
Mstep: Class 37 contains 7981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235448784.000000 Penalty: 136683.125000
Iteration 119Q: 39 clusters Score -2.354488e+08 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 11146 members 
Mstep: Class 3 contains 57372 members 
Mstep: Class 4 contains 9312 members 
Mstep: Class 5 contains 4036 members 
Mstep: Class 6 contains 16918 members 
Mstep: Class 7 contains 13276 members 
Mstep: Class 8 contains 127981 members 
Mstep: Class 9 contains 12450 members 
Mstep: Class 10 contains 202922 members 
Mstep: Class 11 contains 211341 members 
Mstep: Class 12 contains 12100 members 
Mstep: Class 13 contains 322646 members 
Mstep: Class 14 contains 486 members 
Mstep: Class 15 contains 41149 members 
Mstep: Class 16 contains 44544 members 
Mstep: Class 17 contains 18305 members 
Mstep: Class 18 contains 16454 members 
Mstep: Class 19 contains 6553 members 
Mstep: Class 20 contains 5564 members 
Mstep: Class 21 contains 40335 members 
Mstep: Class 22 contains 29207 members 
Mstep: Class 23 contains 175689 members 
Mstep: Class 24 contains 93946 members 
Mstep: Class 25 contains 8181 members 
Mstep: Class 26 contains 237579 members 
Mstep: Class 27 contains 31483 members 
Mstep: Class 28 contains 4048 members 
Mstep: Class 29 contains 5806 members 
Mstep: Class 30 contains 103835 members 
Mstep: Class 31 contains 8355 members 
Mstep: Class 32 contains 3104 members 
Mstep: Class 33 contains 83337 members 
Mstep: Class 34 contains 8975 members 
Mstep: Class 35 contains 8114 members 
Mstep: Class 36 contains 1421 members 
Mstep: Class 37 contains 7994 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235450352.000000 Penalty: 136683.125000
Iteration 120F: 39 clusters Score -2.354504e+08 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 11139 members 
Mstep: Class 3 contains 57367 members 
Mstep: Class 4 contains 9310 members 
Mstep: Class 5 contains 4037 members 
Mstep: Class 6 contains 16920 members 
Mstep: Class 7 contains 13276 members 
Mstep: Class 8 contains 127959 members 
Mstep: Class 9 contains 12461 members 
Mstep: Class 10 contains 202909 members 
Mstep: Class 11 contains 211382 members 
Mstep: Class 12 contains 12105 members 
Mstep: Class 13 contains 322676 members 
Mstep: Class 14 contains 489 members 
Mstep: Class 15 contains 41155 members 
Mstep: Class 16 contains 44499 members 
Mstep: Class 17 contains 18284 members 
Mstep: Class 18 contains 16457 members 
Mstep: Class 19 contains 6547 members 
Mstep: Class 20 contains 5569 members 
Mstep: Class 21 contains 40358 members 
Mstep: Class 22 contains 29207 members 
Mstep: Class 23 contains 175690 members 
Mstep: Class 24 contains 93921 members 
Mstep: Class 25 contains 8187 members 
Mstep: Class 26 contains 237611 members 
Mstep: Class 27 contains 31440 members 
Mstep: Class 28 contains 4041 members 
Mstep: Class 29 contains 5803 members 
Mstep: Class 30 contains 103835 members 
Mstep: Class 31 contains 8364 members 
Mstep: Class 32 contains 3102 members 
Mstep: Class 33 contains 83329 members 
Mstep: Class 34 contains 8979 members 
Mstep: Class 35 contains 8129 members 
Mstep: Class 36 contains 1420 members 
Mstep: Class 37 contains 8008 members 
Mstep: Class 38 contains 837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235450848.000000 Penalty: 136683.125000
Iteration 121Q: 39 clusters Score -2.354508e+08 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 11136 members 
Mstep: Class 3 contains 57365 members 
Mstep: Class 4 contains 9307 members 
Mstep: Class 5 contains 4040 members 
Mstep: Class 6 contains 16920 members 
Mstep: Class 7 contains 13277 members 
Mstep: Class 8 contains 127931 members 
Mstep: Class 9 contains 12472 members 
Mstep: Class 10 contains 202894 members 
Mstep: Class 11 contains 211396 members 
Mstep: Class 12 contains 12110 members 
Mstep: Class 13 contains 322717 members 
Mstep: Class 14 contains 472 members 
Mstep: Class 15 contains 41163 members 
Mstep: Class 16 contains 44466 members 
Mstep: Class 17 contains 18273 members 
Mstep: Class 18 contains 16451 members 
Mstep: Class 19 contains 6547 members 
Mstep: Class 20 contains 5571 members 
Mstep: Class 21 contains 40375 members 
Mstep: Class 22 contains 29210 members 
Mstep: Class 23 contains 175693 members 
Mstep: Class 24 contains 93892 members 
Mstep: Class 25 contains 8189 members 
Mstep: Class 26 contains 237649 members 
Mstep: Class 27 contains 31394 members 
Mstep: Class 28 contains 4038 members 
Mstep: Class 29 contains 5802 members 
Mstep: Class 30 contains 103841 members 
Mstep: Class 31 contains 8374 members 
Mstep: Class 32 contains 3103 members 
Mstep: Class 33 contains 83322 members 
Mstep: Class 34 contains 8977 members 
Mstep: Class 35 contains 8148 members 
Mstep: Class 36 contains 1422 members 
Mstep: Class 37 contains 8012 members 
Mstep: Class 38 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235450992.000000 Penalty: 136683.125000
Iteration 122Q: 39 clusters Score -2.35451e+08 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 11131 members 
Mstep: Class 3 contains 57357 members 
Mstep: Class 4 contains 9306 members 
Mstep: Class 5 contains 4040 members 
Mstep: Class 6 contains 16922 members 
Mstep: Class 7 contains 13277 members 
Mstep: Class 8 contains 127898 members 
Mstep: Class 9 contains 12482 members 
Mstep: Class 10 contains 202882 members 
Mstep: Class 11 contains 211442 members 
Mstep: Class 12 contains 12120 members 
Mstep: Class 13 contains 322745 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 41163 members 
Mstep: Class 16 contains 44430 members 
Mstep: Class 17 contains 18255 members 
Mstep: Class 18 contains 16449 members 
Mstep: Class 19 contains 6550 members 
Mstep: Class 20 contains 5572 members 
Mstep: Class 21 contains 40385 members 
Mstep: Class 22 contains 29208 members 
Mstep: Class 23 contains 175695 members 
Mstep: Class 24 contains 93878 members 
Mstep: Class 25 contains 8190 members 
Mstep: Class 26 contains 237660 members 
Mstep: Class 27 contains 31360 members 
Mstep: Class 28 contains 4037 members 
Mstep: Class 29 contains 5804 members 
Mstep: Class 30 contains 103851 members 
Mstep: Class 31 contains 8385 members 
Mstep: Class 32 contains 3109 members 
Mstep: Class 33 contains 83317 members 
Mstep: Class 34 contains 8978 members 
Mstep: Class 35 contains 8160 members 
Mstep: Class 36 contains 1422 members 
Mstep: Class 37 contains 8019 members 
Mstep: Class 38 contains 861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235451120.000000 Penalty: 136683.125000
Iteration 123Q: 39 clusters Score -2.354511e+08 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 11127 members 
Mstep: Class 3 contains 57356 members 
Mstep: Class 4 contains 9306 members 
Mstep: Class 5 contains 4042 members 
Mstep: Class 6 contains 16923 members 
Mstep: Class 7 contains 13275 members 
Mstep: Class 8 contains 127862 members 
Mstep: Class 9 contains 12491 members 
Mstep: Class 10 contains 202870 members 
Mstep: Class 11 contains 211474 members 
Mstep: Class 12 contains 12139 members 
Mstep: Class 13 contains 322767 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 41167 members 
Mstep: Class 16 contains 44397 members 
Mstep: Class 17 contains 18243 members 
Mstep: Class 18 contains 16444 members 
Mstep: Class 19 contains 6548 members 
Mstep: Class 20 contains 5573 members 
Mstep: Class 21 contains 40393 members 
Mstep: Class 22 contains 29216 members 
Mstep: Class 23 contains 175696 members 
Mstep: Class 24 contains 93849 members 
Mstep: Class 25 contains 8197 members 
Mstep: Class 26 contains 237701 members 
Mstep: Class 27 contains 31312 members 
Mstep: Class 28 contains 4036 members 
Mstep: Class 29 contains 5803 members 
Mstep: Class 30 contains 103858 members 
Mstep: Class 31 contains 8398 members 
Mstep: Class 32 contains 3104 members 
Mstep: Class 33 contains 83318 members 
Mstep: Class 34 contains 8980 members 
Mstep: Class 35 contains 8168 members 
Mstep: Class 36 contains 1422 members 
Mstep: Class 37 contains 8025 members 
Mstep: Class 38 contains 860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235451280.000000 Penalty: 136683.125000
Iteration 124Q: 39 clusters Score -2.354513e+08 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 11122 members 
Mstep: Class 3 contains 57354 members 
Mstep: Class 4 contains 9306 members 
Mstep: Class 5 contains 4042 members 
Mstep: Class 6 contains 16924 members 
Mstep: Class 7 contains 13274 members 
Mstep: Class 8 contains 127836 members 
Mstep: Class 9 contains 12507 members 
Mstep: Class 10 contains 202847 members 
Mstep: Class 11 contains 211507 members 
Mstep: Class 12 contains 12154 members 
Mstep: Class 13 contains 322784 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 41167 members 
Mstep: Class 16 contains 44369 members 
Mstep: Class 17 contains 18230 members 
Mstep: Class 18 contains 16443 members 
Mstep: Class 19 contains 6548 members 
Mstep: Class 20 contains 5574 members 
Mstep: Class 21 contains 40403 members 
Mstep: Class 22 contains 29219 members 
Mstep: Class 23 contains 175705 members 
Mstep: Class 24 contains 93814 members 
Mstep: Class 25 contains 8200 members 
Mstep: Class 26 contains 237745 members 
Mstep: Class 27 contains 31263 members 
Mstep: Class 28 contains 4034 members 
Mstep: Class 29 contains 5805 members 
Mstep: Class 30 contains 103868 members 
Mstep: Class 31 contains 8411 members 
Mstep: Class 32 contains 3100 members 
Mstep: Class 33 contains 83311 members 
Mstep: Class 34 contains 8987 members 
Mstep: Class 35 contains 8176 members 
Mstep: Class 36 contains 1423 members 
Mstep: Class 37 contains 8032 members 
Mstep: Class 38 contains 858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235451520.000000 Penalty: 136683.125000
Iteration 125Q: 39 clusters Score -2.354515e+08 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 11118 members 
Mstep: Class 3 contains 57354 members 
Mstep: Class 4 contains 9307 members 
Mstep: Class 5 contains 4041 members 
Mstep: Class 6 contains 16923 members 
Mstep: Class 7 contains 13272 members 
Mstep: Class 8 contains 127823 members 
Mstep: Class 9 contains 12513 members 
Mstep: Class 10 contains 202813 members 
Mstep: Class 11 contains 211533 members 
Mstep: Class 12 contains 12164 members 
Mstep: Class 13 contains 322801 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 41164 members 
Mstep: Class 16 contains 44339 members 
Mstep: Class 17 contains 18217 members 
Mstep: Class 18 contains 16441 members 
Mstep: Class 19 contains 6552 members 
Mstep: Class 20 contains 5578 members 
Mstep: Class 21 contains 40412 members 
Mstep: Class 22 contains 29218 members 
Mstep: Class 23 contains 175721 members 
Mstep: Class 24 contains 93793 members 
Mstep: Class 25 contains 8205 members 
Mstep: Class 26 contains 237805 members 
Mstep: Class 27 contains 31211 members 
Mstep: Class 28 contains 4032 members 
Mstep: Class 29 contains 5803 members 
Mstep: Class 30 contains 103869 members 
Mstep: Class 31 contains 8425 members 
Mstep: Class 32 contains 3098 members 
Mstep: Class 33 contains 83303 members 
Mstep: Class 34 contains 8988 members 
Mstep: Class 35 contains 8185 members 
Mstep: Class 36 contains 1424 members 
Mstep: Class 37 contains 8041 members 
Mstep: Class 38 contains 858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235451056.000000 Penalty: 136683.125000
Iteration 126Q: 39 clusters Score -2.354511e+08 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 11112 members 
Mstep: Class 3 contains 57355 members 
Mstep: Class 4 contains 9309 members 
Mstep: Class 5 contains 4041 members 
Mstep: Class 6 contains 16923 members 
Mstep: Class 7 contains 13270 members 
Mstep: Class 8 contains 127816 members 
Mstep: Class 9 contains 12520 members 
Mstep: Class 10 contains 202772 members 
Mstep: Class 11 contains 211550 members 
Mstep: Class 12 contains 12176 members 
Mstep: Class 13 contains 322800 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 41164 members 
Mstep: Class 16 contains 44313 members 
Mstep: Class 17 contains 18205 members 
Mstep: Class 18 contains 16440 members 
Mstep: Class 19 contains 6556 members 
Mstep: Class 20 contains 5583 members 
Mstep: Class 21 contains 40428 members 
Mstep: Class 22 contains 29216 members 
Mstep: Class 23 contains 175729 members 
Mstep: Class 24 contains 93764 members 
Mstep: Class 25 contains 8210 members 
Mstep: Class 26 contains 237868 members 
Mstep: Class 27 contains 31169 members 
Mstep: Class 28 contains 4030 members 
Mstep: Class 29 contains 5804 members 
Mstep: Class 30 contains 103869 members 
Mstep: Class 31 contains 8436 members 
Mstep: Class 32 contains 3096 members 
Mstep: Class 33 contains 83299 members 
Mstep: Class 34 contains 8990 members 
Mstep: Class 35 contains 8196 members 
Mstep: Class 36 contains 1425 members 
Mstep: Class 37 contains 8052 members 
Mstep: Class 38 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235451152.000000 Penalty: 136683.125000
Iteration 127Q: 39 clusters Score -2.354512e+08 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 11104 members 
Mstep: Class 3 contains 57355 members 
Mstep: Class 4 contains 9309 members 
Mstep: Class 5 contains 4042 members 
Mstep: Class 6 contains 16925 members 
Mstep: Class 7 contains 13269 members 
Mstep: Class 8 contains 127800 members 
Mstep: Class 9 contains 12526 members 
Mstep: Class 10 contains 202735 members 
Mstep: Class 11 contains 211563 members 
Mstep: Class 12 contains 12187 members 
Mstep: Class 13 contains 322798 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 41162 members 
Mstep: Class 16 contains 44295 members 
Mstep: Class 17 contains 18192 members 
Mstep: Class 18 contains 16443 members 
Mstep: Class 19 contains 6556 members 
Mstep: Class 20 contains 5582 members 
Mstep: Class 21 contains 40438 members 
Mstep: Class 22 contains 29211 members 
Mstep: Class 23 contains 175731 members 
Mstep: Class 24 contains 93742 members 
Mstep: Class 25 contains 8216 members 
Mstep: Class 26 contains 237953 members 
Mstep: Class 27 contains 31135 members 
Mstep: Class 28 contains 4028 members 
Mstep: Class 29 contains 5802 members 
Mstep: Class 30 contains 103868 members 
Mstep: Class 31 contains 8446 members 
Mstep: Class 32 contains 3092 members 
Mstep: Class 33 contains 83299 members 
Mstep: Class 34 contains 8995 members 
Mstep: Class 35 contains 8198 members 
Mstep: Class 36 contains 1427 members 
Mstep: Class 37 contains 8065 members 
Mstep: Class 38 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235451024.000000 Penalty: 136683.125000
Iteration 128Q: 39 clusters Score -2.35451e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 11099 members 
Mstep: Class 3 contains 57353 members 
Mstep: Class 4 contains 9308 members 
Mstep: Class 5 contains 4042 members 
Mstep: Class 6 contains 16924 members 
Mstep: Class 7 contains 13268 members 
Mstep: Class 8 contains 127784 members 
Mstep: Class 9 contains 12531 members 
Mstep: Class 10 contains 202706 members 
Mstep: Class 11 contains 211585 members 
Mstep: Class 12 contains 12188 members 
Mstep: Class 13 contains 322813 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 41162 members 
Mstep: Class 16 contains 44288 members 
Mstep: Class 17 contains 18178 members 
Mstep: Class 18 contains 16437 members 
Mstep: Class 19 contains 6558 members 
Mstep: Class 20 contains 5589 members 
Mstep: Class 21 contains 40449 members 
Mstep: Class 22 contains 29210 members 
Mstep: Class 23 contains 175725 members 
Mstep: Class 24 contains 93719 members 
Mstep: Class 25 contains 8218 members 
Mstep: Class 26 contains 238024 members 
Mstep: Class 27 contains 31099 members 
Mstep: Class 28 contains 4027 members 
Mstep: Class 29 contains 5799 members 
Mstep: Class 30 contains 103864 members 
Mstep: Class 31 contains 8454 members 
Mstep: Class 32 contains 3086 members 
Mstep: Class 33 contains 83291 members 
Mstep: Class 34 contains 8998 members 
Mstep: Class 35 contains 8203 members 
Mstep: Class 36 contains 1428 members 
Mstep: Class 37 contains 8083 members 
Mstep: Class 38 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235451312.000000 Penalty: 136683.125000
Iteration 129Q: 39 clusters Score -2.354513e+08 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 11090 members 
Mstep: Class 3 contains 57354 members 
Mstep: Class 4 contains 9302 members 
Mstep: Class 5 contains 4045 members 
Mstep: Class 6 contains 16923 members 
Mstep: Class 7 contains 13266 members 
Mstep: Class 8 contains 127767 members 
Mstep: Class 9 contains 12531 members 
Mstep: Class 10 contains 202663 members 
Mstep: Class 11 contains 211601 members 
Mstep: Class 12 contains 12195 members 
Mstep: Class 13 contains 322824 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 41162 members 
Mstep: Class 16 contains 44271 members 
Mstep: Class 17 contains 18165 members 
Mstep: Class 18 contains 16435 members 
Mstep: Class 19 contains 6557 members 
Mstep: Class 20 contains 5594 members 
Mstep: Class 21 contains 40450 members 
Mstep: Class 22 contains 29210 members 
Mstep: Class 23 contains 175734 members 
Mstep: Class 24 contains 93709 members 
Mstep: Class 25 contains 8222 members 
Mstep: Class 26 contains 238098 members 
Mstep: Class 27 contains 31072 members 
Mstep: Class 28 contains 4025 members 
Mstep: Class 29 contains 5802 members 
Mstep: Class 30 contains 103856 members 
Mstep: Class 31 contains 8465 members 
Mstep: Class 32 contains 3084 members 
Mstep: Class 33 contains 83285 members 
Mstep: Class 34 contains 8997 members 
Mstep: Class 35 contains 8207 members 
Mstep: Class 36 contains 1428 members 
Mstep: Class 37 contains 8103 members 
Mstep: Class 38 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235450992.000000 Penalty: 136683.125000
Iteration 130Q: 39 clusters Score -2.35451e+08 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 11089 members 
Mstep: Class 3 contains 57351 members 
Mstep: Class 4 contains 9299 members 
Mstep: Class 5 contains 4045 members 
Mstep: Class 6 contains 16923 members 
Mstep: Class 7 contains 13265 members 
Mstep: Class 8 contains 127752 members 
Mstep: Class 9 contains 12539 members 
Mstep: Class 10 contains 202615 members 
Mstep: Class 11 contains 211630 members 
Mstep: Class 12 contains 12199 members 
Mstep: Class 13 contains 322845 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 41161 members 
Mstep: Class 16 contains 44249 members 
Mstep: Class 17 contains 18153 members 
Mstep: Class 18 contains 16437 members 
Mstep: Class 19 contains 6556 members 
Mstep: Class 20 contains 5598 members 
Mstep: Class 21 contains 40457 members 
Mstep: Class 22 contains 29209 members 
Mstep: Class 23 contains 175736 members 
Mstep: Class 24 contains 93697 members 
Mstep: Class 25 contains 8225 members 
Mstep: Class 26 contains 238166 members 
Mstep: Class 27 contains 31033 members 
Mstep: Class 28 contains 4025 members 
Mstep: Class 29 contains 5801 members 
Mstep: Class 30 contains 103847 members 
Mstep: Class 31 contains 8473 members 
Mstep: Class 32 contains 3082 members 
Mstep: Class 33 contains 83284 members 
Mstep: Class 34 contains 8995 members 
Mstep: Class 35 contains 8208 members 
Mstep: Class 36 contains 1428 members 
Mstep: Class 37 contains 8120 members 
Mstep: Class 38 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235451056.000000 Penalty: 136683.125000
Iteration 131Q: 39 clusters Score -2.354511e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 11087 members 
Mstep: Class 3 contains 57351 members 
Mstep: Class 4 contains 9300 members 
Mstep: Class 5 contains 4044 members 
Mstep: Class 6 contains 16923 members 
Mstep: Class 7 contains 13265 members 
Mstep: Class 8 contains 127744 members 
Mstep: Class 9 contains 12549 members 
Mstep: Class 10 contains 202559 members 
Mstep: Class 11 contains 211653 members 
Mstep: Class 12 contains 12205 members 
Mstep: Class 13 contains 322870 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 41160 members 
Mstep: Class 16 contains 44232 members 
Mstep: Class 17 contains 18142 members 
Mstep: Class 18 contains 16439 members 
Mstep: Class 19 contains 6558 members 
Mstep: Class 20 contains 5599 members 
Mstep: Class 21 contains 40454 members 
Mstep: Class 22 contains 29209 members 
Mstep: Class 23 contains 175742 members 
Mstep: Class 24 contains 93685 members 
Mstep: Class 25 contains 8226 members 
Mstep: Class 26 contains 238233 members 
Mstep: Class 27 contains 30992 members 
Mstep: Class 28 contains 4020 members 
Mstep: Class 29 contains 5800 members 
Mstep: Class 30 contains 103833 members 
Mstep: Class 31 contains 8485 members 
Mstep: Class 32 contains 3078 members 
Mstep: Class 33 contains 83279 members 
Mstep: Class 34 contains 8999 members 
Mstep: Class 35 contains 8210 members 
Mstep: Class 36 contains 1428 members 
Mstep: Class 37 contains 8140 members 
Mstep: Class 38 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235450960.000000 Penalty: 136683.125000
Iteration 132Q: 39 clusters Score -2.35451e+08 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 11083 members 
Mstep: Class 3 contains 57355 members 
Mstep: Class 4 contains 9299 members 
Mstep: Class 5 contains 4044 members 
Mstep: Class 6 contains 16923 members 
Mstep: Class 7 contains 13265 members 
Mstep: Class 8 contains 127735 members 
Mstep: Class 9 contains 12552 members 
Mstep: Class 10 contains 202513 members 
Mstep: Class 11 contains 211680 members 
Mstep: Class 12 contains 12211 members 
Mstep: Class 13 contains 322885 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 41155 members 
Mstep: Class 16 contains 44208 members 
Mstep: Class 17 contains 18133 members 
Mstep: Class 18 contains 16435 members 
Mstep: Class 19 contains 6556 members 
Mstep: Class 20 contains 5598 members 
Mstep: Class 21 contains 40451 members 
Mstep: Class 22 contains 29209 members 
Mstep: Class 23 contains 175735 members 
Mstep: Class 24 contains 93676 members 
Mstep: Class 25 contains 8228 members 
Mstep: Class 26 contains 238313 members 
Mstep: Class 27 contains 30960 members 
Mstep: Class 28 contains 4018 members 
Mstep: Class 29 contains 5802 members 
Mstep: Class 30 contains 103831 members 
Mstep: Class 31 contains 8498 members 
Mstep: Class 32 contains 3080 members 
Mstep: Class 33 contains 83271 members 
Mstep: Class 34 contains 9002 members 
Mstep: Class 35 contains 8212 members 
Mstep: Class 36 contains 1428 members 
Mstep: Class 37 contains 8150 members 
Mstep: Class 38 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235450928.000000 Penalty: 136683.125000
Iteration 133Q: 39 clusters Score -2.354509e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 11078 members 
Mstep: Class 3 contains 57357 members 
Mstep: Class 4 contains 9299 members 
Mstep: Class 5 contains 4044 members 
Mstep: Class 6 contains 16923 members 
Mstep: Class 7 contains 13265 members 
Mstep: Class 8 contains 127720 members 
Mstep: Class 9 contains 12556 members 
Mstep: Class 10 contains 202450 members 
Mstep: Class 11 contains 211721 members 
Mstep: Class 12 contains 12214 members 
Mstep: Class 13 contains 322908 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 41158 members 
Mstep: Class 16 contains 44188 members 
Mstep: Class 17 contains 18121 members 
Mstep: Class 18 contains 16429 members 
Mstep: Class 19 contains 6559 members 
Mstep: Class 20 contains 5598 members 
Mstep: Class 21 contains 40453 members 
Mstep: Class 22 contains 29209 members 
Mstep: Class 23 contains 175740 members 
Mstep: Class 24 contains 93661 members 
Mstep: Class 25 contains 8230 members 
Mstep: Class 26 contains 238376 members 
Mstep: Class 27 contains 30931 members 
Mstep: Class 28 contains 4017 members 
Mstep: Class 29 contains 5801 members 
Mstep: Class 30 contains 103828 members 
Mstep: Class 31 contains 8512 members 
Mstep: Class 32 contains 3071 members 
Mstep: Class 33 contains 83267 members 
Mstep: Class 34 contains 9006 members 
Mstep: Class 35 contains 8215 members 
Mstep: Class 36 contains 1428 members 
Mstep: Class 37 contains 8162 members 
Mstep: Class 38 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235450832.000000 Penalty: 136683.125000
Iteration 134Q: 39 clusters Score -2.354508e+08 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 11074 members 
Mstep: Class 3 contains 57357 members 
Mstep: Class 4 contains 9298 members 
Mstep: Class 5 contains 4043 members 
Mstep: Class 6 contains 16923 members 
Mstep: Class 7 contains 13265 members 
Mstep: Class 8 contains 127698 members 
Mstep: Class 9 contains 12555 members 
Mstep: Class 10 contains 202396 members 
Mstep: Class 11 contains 211743 members 
Mstep: Class 12 contains 12215 members 
Mstep: Class 13 contains 322928 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 41159 members 
Mstep: Class 16 contains 44178 members 
Mstep: Class 17 contains 18117 members 
Mstep: Class 18 contains 16429 members 
Mstep: Class 19 contains 6560 members 
Mstep: Class 20 contains 5599 members 
Mstep: Class 21 contains 40452 members 
Mstep: Class 22 contains 29211 members 
Mstep: Class 23 contains 175754 members 
Mstep: Class 24 contains 93656 members 
Mstep: Class 25 contains 8233 members 
Mstep: Class 26 contains 238433 members 
Mstep: Class 27 contains 30904 members 
Mstep: Class 28 contains 4016 members 
Mstep: Class 29 contains 5804 members 
Mstep: Class 30 contains 103836 members 
Mstep: Class 31 contains 8518 members 
Mstep: Class 32 contains 3066 members 
Mstep: Class 33 contains 83257 members 
Mstep: Class 34 contains 9005 members 
Mstep: Class 35 contains 8217 members 
Mstep: Class 36 contains 1428 members 
Mstep: Class 37 contains 8169 members 
Mstep: Class 38 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235450896.000000 Penalty: 136683.125000
Iteration 135Q: 39 clusters Score -2.354509e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 11071 members 
Mstep: Class 3 contains 57357 members 
Mstep: Class 4 contains 9300 members 
Mstep: Class 5 contains 4044 members 
Mstep: Class 6 contains 16923 members 
Mstep: Class 7 contains 13266 members 
Mstep: Class 8 contains 127675 members 
Mstep: Class 9 contains 12554 members 
Mstep: Class 10 contains 202340 members 
Mstep: Class 11 contains 211763 members 
Mstep: Class 12 contains 12217 members 
Mstep: Class 13 contains 322959 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 41164 members 
Mstep: Class 16 contains 44164 members 
Mstep: Class 17 contains 18113 members 
Mstep: Class 18 contains 16425 members 
Mstep: Class 19 contains 6560 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 40459 members 
Mstep: Class 22 contains 29214 members 
Mstep: Class 23 contains 175759 members 
Mstep: Class 24 contains 93650 members 
Mstep: Class 25 contains 8236 members 
Mstep: Class 26 contains 238486 members 
Mstep: Class 27 contains 30870 members 
Mstep: Class 28 contains 4014 members 
Mstep: Class 29 contains 5803 members 
Mstep: Class 30 contains 103842 members 
Mstep: Class 31 contains 8525 members 
Mstep: Class 32 contains 3070 members 
Mstep: Class 33 contains 83244 members 
Mstep: Class 34 contains 9005 members 
Mstep: Class 35 contains 8220 members 
Mstep: Class 36 contains 1428 members 
Mstep: Class 37 contains 8176 members 
Mstep: Class 38 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235451056.000000 Penalty: 136683.125000
Iteration 136Q: 39 clusters Score -2.354511e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 11063 members 
Mstep: Class 3 contains 57361 members 
Mstep: Class 4 contains 9301 members 
Mstep: Class 5 contains 4046 members 
Mstep: Class 6 contains 16924 members 
Mstep: Class 7 contains 13266 members 
Mstep: Class 8 contains 127662 members 
Mstep: Class 9 contains 12552 members 
Mstep: Class 10 contains 202282 members 
Mstep: Class 11 contains 211783 members 
Mstep: Class 12 contains 12221 members 
Mstep: Class 13 contains 322987 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 41164 members 
Mstep: Class 16 contains 44143 members 
Mstep: Class 17 contains 18106 members 
Mstep: Class 18 contains 16426 members 
Mstep: Class 19 contains 6558 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 40460 members 
Mstep: Class 22 contains 29218 members 
Mstep: Class 23 contains 175768 members 
Mstep: Class 24 contains 93644 members 
Mstep: Class 25 contains 8240 members 
Mstep: Class 26 contains 238551 members 
Mstep: Class 27 contains 30818 members 
Mstep: Class 28 contains 4014 members 
Mstep: Class 29 contains 5801 members 
Mstep: Class 30 contains 103849 members 
Mstep: Class 31 contains 8535 members 
Mstep: Class 32 contains 3075 members 
Mstep: Class 33 contains 83237 members 
Mstep: Class 34 contains 9004 members 
Mstep: Class 35 contains 8223 members 
Mstep: Class 36 contains 1428 members 
Mstep: Class 37 contains 8181 members 
Mstep: Class 38 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235450992.000000 Penalty: 136683.125000
Iteration 137Q: 39 clusters Score -2.35451e+08 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 11056 members 
Mstep: Class 3 contains 57359 members 
Mstep: Class 4 contains 9299 members 
Mstep: Class 5 contains 4048 members 
Mstep: Class 6 contains 16922 members 
Mstep: Class 7 contains 13265 members 
Mstep: Class 8 contains 127657 members 
Mstep: Class 9 contains 12552 members 
Mstep: Class 10 contains 202237 members 
Mstep: Class 11 contains 211808 members 
Mstep: Class 12 contains 12225 members 
Mstep: Class 13 contains 323014 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 41160 members 
Mstep: Class 16 contains 44125 members 
Mstep: Class 17 contains 18091 members 
Mstep: Class 18 contains 16426 members 
Mstep: Class 19 contains 6556 members 
Mstep: Class 20 contains 5605 members 
Mstep: Class 21 contains 40465 members 
Mstep: Class 22 contains 29218 members 
Mstep: Class 23 contains 175770 members 
Mstep: Class 24 contains 93641 members 
Mstep: Class 25 contains 8243 members 
Mstep: Class 26 contains 238611 members 
Mstep: Class 27 contains 30762 members 
Mstep: Class 28 contains 4014 members 
Mstep: Class 29 contains 5803 members 
Mstep: Class 30 contains 103847 members 
Mstep: Class 31 contains 8550 members 
Mstep: Class 32 contains 3075 members 
Mstep: Class 33 contains 83238 members 
Mstep: Class 34 contains 9006 members 
Mstep: Class 35 contains 8227 members 
Mstep: Class 36 contains 1428 members 
Mstep: Class 37 contains 8191 members 
Mstep: Class 38 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235450944.000000 Penalty: 136683.125000
Iteration 138Q: 39 clusters Score -2.354509e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 11057 members 
Mstep: Class 3 contains 57354 members 
Mstep: Class 4 contains 9297 members 
Mstep: Class 5 contains 4051 members 
Mstep: Class 6 contains 16922 members 
Mstep: Class 7 contains 13264 members 
Mstep: Class 8 contains 127630 members 
Mstep: Class 9 contains 12552 members 
Mstep: Class 10 contains 202175 members 
Mstep: Class 11 contains 211829 members 
Mstep: Class 12 contains 12227 members 
Mstep: Class 13 contains 323050 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 41163 members 
Mstep: Class 16 contains 44105 members 
Mstep: Class 17 contains 18085 members 
Mstep: Class 18 contains 16423 members 
Mstep: Class 19 contains 6551 members 
Mstep: Class 20 contains 5605 members 
Mstep: Class 21 contains 40470 members 
Mstep: Class 22 contains 29216 members 
Mstep: Class 23 contains 175782 members 
Mstep: Class 24 contains 93633 members 
Mstep: Class 25 contains 8245 members 
Mstep: Class 26 contains 238667 members 
Mstep: Class 27 contains 30734 members 
Mstep: Class 28 contains 4013 members 
Mstep: Class 29 contains 5802 members 
Mstep: Class 30 contains 103854 members 
Mstep: Class 31 contains 8557 members 
Mstep: Class 32 contains 3072 members 
Mstep: Class 33 contains 83237 members 
Mstep: Class 34 contains 9008 members 
Mstep: Class 35 contains 8232 members 
Mstep: Class 36 contains 1428 members 
Mstep: Class 37 contains 8204 members 
Mstep: Class 38 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235450864.000000 Penalty: 136683.125000
Iteration 139Q: 39 clusters Score -2.354509e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 11055 members 
Mstep: Class 3 contains 57348 members 
Mstep: Class 4 contains 9296 members 
Mstep: Class 5 contains 4052 members 
Mstep: Class 6 contains 16922 members 
Mstep: Class 7 contains 13263 members 
Mstep: Class 8 contains 127606 members 
Mstep: Class 9 contains 12555 members 
Mstep: Class 10 contains 202149 members 
Mstep: Class 11 contains 211872 members 
Mstep: Class 12 contains 12229 members 
Mstep: Class 13 contains 323070 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 41159 members 
Mstep: Class 16 contains 44087 members 
Mstep: Class 17 contains 18075 members 
Mstep: Class 18 contains 16424 members 
Mstep: Class 19 contains 6554 members 
Mstep: Class 20 contains 5606 members 
Mstep: Class 21 contains 40474 members 
Mstep: Class 22 contains 29212 members 
Mstep: Class 23 contains 175784 members 
Mstep: Class 24 contains 93624 members 
Mstep: Class 25 contains 8249 members 
Mstep: Class 26 contains 238699 members 
Mstep: Class 27 contains 30692 members 
Mstep: Class 28 contains 4013 members 
Mstep: Class 29 contains 5803 members 
Mstep: Class 30 contains 103865 members 
Mstep: Class 31 contains 8565 members 
Mstep: Class 32 contains 3072 members 
Mstep: Class 33 contains 83233 members 
Mstep: Class 34 contains 9008 members 
Mstep: Class 35 contains 8240 members 
Mstep: Class 36 contains 1428 members 
Mstep: Class 37 contains 8211 members 
Mstep: Class 38 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235450752.000000 Penalty: 136683.125000
Iteration 140F: 39 clusters Score -2.354508e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 11052 members 
Mstep: Class 3 contains 57344 members 
Mstep: Class 4 contains 9294 members 
Mstep: Class 5 contains 4052 members 
Mstep: Class 6 contains 16923 members 
Mstep: Class 7 contains 13263 members 
Mstep: Class 8 contains 127582 members 
Mstep: Class 9 contains 12566 members 
Mstep: Class 10 contains 202108 members 
Mstep: Class 11 contains 211918 members 
Mstep: Class 12 contains 12233 members 
Mstep: Class 13 contains 323091 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 41146 members 
Mstep: Class 16 contains 44080 members 
Mstep: Class 17 contains 18068 members 
Mstep: Class 18 contains 16429 members 
Mstep: Class 19 contains 6555 members 
Mstep: Class 20 contains 5608 members 
Mstep: Class 21 contains 40477 members 
Mstep: Class 22 contains 29213 members 
Mstep: Class 23 contains 175788 members 
Mstep: Class 24 contains 93620 members 
Mstep: Class 25 contains 8250 members 
Mstep: Class 26 contains 238724 members 
Mstep: Class 27 contains 30649 members 
Mstep: Class 28 contains 4013 members 
Mstep: Class 29 contains 5805 members 
Mstep: Class 30 contains 103879 members 
Mstep: Class 31 contains 8569 members 
Mstep: Class 32 contains 3071 members 
Mstep: Class 33 contains 83229 members 
Mstep: Class 34 contains 9011 members 
Mstep: Class 35 contains 8242 members 
Mstep: Class 36 contains 1428 members 
Mstep: Class 37 contains 8214 members 
Mstep: Class 38 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235450912.000000 Penalty: 136683.125000
Iteration 141Q: 39 clusters Score -2.354509e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 11048 members 
Mstep: Class 3 contains 57342 members 
Mstep: Class 4 contains 9293 members 
Mstep: Class 5 contains 4053 members 
Mstep: Class 6 contains 16922 members 
Mstep: Class 7 contains 13263 members 
Mstep: Class 8 contains 127564 members 
Mstep: Class 9 contains 12572 members 
Mstep: Class 10 contains 202092 members 
Mstep: Class 11 contains 211932 members 
Mstep: Class 12 contains 12230 members 
Mstep: Class 13 contains 323108 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 41142 members 
Mstep: Class 16 contains 44073 members 
Mstep: Class 17 contains 18060 members 
Mstep: Class 18 contains 16430 members 
Mstep: Class 19 contains 6555 members 
Mstep: Class 20 contains 5610 members 
Mstep: Class 21 contains 40482 members 
Mstep: Class 22 contains 29215 members 
Mstep: Class 23 contains 175802 members 
Mstep: Class 24 contains 93618 members 
Mstep: Class 25 contains 8254 members 
Mstep: Class 26 contains 238733 members 
Mstep: Class 27 contains 30619 members 
Mstep: Class 28 contains 4013 members 
Mstep: Class 29 contains 5805 members 
Mstep: Class 30 contains 103892 members 
Mstep: Class 31 contains 8579 members 
Mstep: Class 32 contains 3069 members 
Mstep: Class 33 contains 83223 members 
Mstep: Class 34 contains 9012 members 
Mstep: Class 35 contains 8242 members 
Mstep: Class 36 contains 1428 members 
Mstep: Class 37 contains 8219 members 
Mstep: Class 38 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235450704.000000 Penalty: 136683.125000
Iteration 142Q: 39 clusters Score -2.354507e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 11046 members 
Mstep: Class 3 contains 57344 members 
Mstep: Class 4 contains 9293 members 
Mstep: Class 5 contains 4052 members 
Mstep: Class 6 contains 16922 members 
Mstep: Class 7 contains 13261 members 
Mstep: Class 8 contains 127548 members 
Mstep: Class 9 contains 12576 members 
Mstep: Class 10 contains 202074 members 
Mstep: Class 11 contains 211955 members 
Mstep: Class 12 contains 12230 members 
Mstep: Class 13 contains 323128 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 41142 members 
Mstep: Class 16 contains 44064 members 
Mstep: Class 17 contains 18053 members 
Mstep: Class 18 contains 16432 members 
Mstep: Class 19 contains 6555 members 
Mstep: Class 20 contains 5612 members 
Mstep: Class 21 contains 40487 members 
Mstep: Class 22 contains 29215 members 
Mstep: Class 23 contains 175820 members 
Mstep: Class 24 contains 93614 members 
Mstep: Class 25 contains 8255 members 
Mstep: Class 26 contains 238726 members 
Mstep: Class 27 contains 30593 members 
Mstep: Class 28 contains 4013 members 
Mstep: Class 29 contains 5804 members 
Mstep: Class 30 contains 103903 members 
Mstep: Class 31 contains 8586 members 
Mstep: Class 32 contains 3064 members 
Mstep: Class 33 contains 83220 members 
Mstep: Class 34 contains 9013 members 
Mstep: Class 35 contains 8244 members 
Mstep: Class 36 contains 1428 members 
Mstep: Class 37 contains 8222 members 
Mstep: Class 38 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235450720.000000 Penalty: 136683.125000
Iteration 143Q: 39 clusters Score -2.354507e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 11045 members 
Mstep: Class 3 contains 57343 members 
Mstep: Class 4 contains 9293 members 
Mstep: Class 5 contains 4052 members 
Mstep: Class 6 contains 16922 members 
Mstep: Class 7 contains 13261 members 
Mstep: Class 8 contains 127532 members 
Mstep: Class 9 contains 12580 members 
Mstep: Class 10 contains 202070 members 
Mstep: Class 11 contains 211980 members 
Mstep: Class 12 contains 12234 members 
Mstep: Class 13 contains 323138 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 41138 members 
Mstep: Class 16 contains 44050 members 
Mstep: Class 17 contains 18044 members 
Mstep: Class 18 contains 16436 members 
Mstep: Class 19 contains 6559 members 
Mstep: Class 20 contains 5612 members 
Mstep: Class 21 contains 40489 members 
Mstep: Class 22 contains 29211 members 
Mstep: Class 23 contains 175834 members 
Mstep: Class 24 contains 93607 members 
Mstep: Class 25 contains 8255 members 
Mstep: Class 26 contains 238723 members 
Mstep: Class 27 contains 30572 members 
Mstep: Class 28 contains 4013 members 
Mstep: Class 29 contains 5805 members 
Mstep: Class 30 contains 103911 members 
Mstep: Class 31 contains 8596 members 
Mstep: Class 32 contains 3061 members 
Mstep: Class 33 contains 83218 members 
Mstep: Class 34 contains 9014 members 
Mstep: Class 35 contains 8245 members 
Mstep: Class 36 contains 1428 members 
Mstep: Class 37 contains 8223 members 
Mstep: Class 38 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235450752.000000 Penalty: 136683.125000
Iteration 144Q: 39 clusters Score -2.354508e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 11046 members 
Mstep: Class 3 contains 57344 members 
Mstep: Class 4 contains 9292 members 
Mstep: Class 5 contains 4052 members 
Mstep: Class 6 contains 16921 members 
Mstep: Class 7 contains 13261 members 
Mstep: Class 8 contains 127519 members 
Mstep: Class 9 contains 12581 members 
Mstep: Class 10 contains 202048 members 
Mstep: Class 11 contains 211998 members 
Mstep: Class 12 contains 12236 members 
Mstep: Class 13 contains 323148 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 41138 members 
Mstep: Class 16 contains 44041 members 
Mstep: Class 17 contains 18035 members 
Mstep: Class 18 contains 16436 members 
Mstep: Class 19 contains 6562 members 
Mstep: Class 20 contains 5613 members 
Mstep: Class 21 contains 40497 members 
Mstep: Class 22 contains 29208 members 
Mstep: Class 23 contains 175848 members 
Mstep: Class 24 contains 93598 members 
Mstep: Class 25 contains 8256 members 
Mstep: Class 26 contains 238747 members 
Mstep: Class 27 contains 30549 members 
Mstep: Class 28 contains 4013 members 
Mstep: Class 29 contains 5804 members 
Mstep: Class 30 contains 103916 members 
Mstep: Class 31 contains 8602 members 
Mstep: Class 32 contains 3054 members 
Mstep: Class 33 contains 83215 members 
Mstep: Class 34 contains 9016 members 
Mstep: Class 35 contains 8248 members 
Mstep: Class 36 contains 1428 members 
Mstep: Class 37 contains 8223 members 
Mstep: Class 38 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235450896.000000 Penalty: 136683.125000
Iteration 145Q: 39 clusters Score -2.354509e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 11045 members 
Mstep: Class 3 contains 57342 members 
Mstep: Class 4 contains 9290 members 
Mstep: Class 5 contains 4052 members 
Mstep: Class 6 contains 16920 members 
Mstep: Class 7 contains 13261 members 
Mstep: Class 8 contains 127508 members 
Mstep: Class 9 contains 12582 members 
Mstep: Class 10 contains 202018 members 
Mstep: Class 11 contains 212019 members 
Mstep: Class 12 contains 12238 members 
Mstep: Class 13 contains 323163 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 41138 members 
Mstep: Class 16 contains 44028 members 
Mstep: Class 17 contains 18035 members 
Mstep: Class 18 contains 16437 members 
Mstep: Class 19 contains 6565 members 
Mstep: Class 20 contains 5614 members 
Mstep: Class 21 contains 40499 members 
Mstep: Class 22 contains 29209 members 
Mstep: Class 23 contains 175849 members 
Mstep: Class 24 contains 93593 members 
Mstep: Class 25 contains 8257 members 
Mstep: Class 26 contains 238777 members 
Mstep: Class 27 contains 30533 members 
Mstep: Class 28 contains 4013 members 
Mstep: Class 29 contains 5802 members 
Mstep: Class 30 contains 103922 members 
Mstep: Class 31 contains 8605 members 
Mstep: Class 32 contains 3052 members 
Mstep: Class 33 contains 83210 members 
Mstep: Class 34 contains 9015 members 
Mstep: Class 35 contains 8252 members 
Mstep: Class 36 contains 1428 members 
Mstep: Class 37 contains 8223 members 
Mstep: Class 38 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235450720.000000 Penalty: 136683.125000
Iteration 146Q: 39 clusters Score -2.354507e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 11045 members 
Mstep: Class 3 contains 57344 members 
Mstep: Class 4 contains 9288 members 
Mstep: Class 5 contains 4052 members 
Mstep: Class 6 contains 16921 members 
Mstep: Class 7 contains 13261 members 
Mstep: Class 8 contains 127501 members 
Mstep: Class 9 contains 12583 members 
Mstep: Class 10 contains 202003 members 
Mstep: Class 11 contains 212041 members 
Mstep: Class 12 contains 12242 members 
Mstep: Class 13 contains 323178 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 41140 members 
Mstep: Class 16 contains 44017 members 
Mstep: Class 17 contains 18031 members 
Mstep: Class 18 contains 16436 members 
Mstep: Class 19 contains 6566 members 
Mstep: Class 20 contains 5615 members 
Mstep: Class 21 contains 40495 members 
Mstep: Class 22 contains 29209 members 
Mstep: Class 23 contains 175854 members 
Mstep: Class 24 contains 93586 members 
Mstep: Class 25 contains 8257 members 
Mstep: Class 26 contains 238791 members 
Mstep: Class 27 contains 30515 members 
Mstep: Class 28 contains 4012 members 
Mstep: Class 29 contains 5802 members 
Mstep: Class 30 contains 103923 members 
Mstep: Class 31 contains 8610 members 
Mstep: Class 32 contains 3052 members 
Mstep: Class 33 contains 83203 members 
Mstep: Class 34 contains 9016 members 
Mstep: Class 35 contains 8252 members 
Mstep: Class 36 contains 1428 members 
Mstep: Class 37 contains 8225 members 
Mstep: Class 38 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235450736.000000 Penalty: 136683.125000
Iteration 147Q: 39 clusters Score -2.354507e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 11044 members 
Mstep: Class 3 contains 57345 members 
Mstep: Class 4 contains 9286 members 
Mstep: Class 5 contains 4052 members 
Mstep: Class 6 contains 16923 members 
Mstep: Class 7 contains 13261 members 
Mstep: Class 8 contains 127493 members 
Mstep: Class 9 contains 12583 members 
Mstep: Class 10 contains 201983 members 
Mstep: Class 11 contains 212060 members 
Mstep: Class 12 contains 12244 members 
Mstep: Class 13 contains 323189 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 41138 members 
Mstep: Class 16 contains 44008 members 
Mstep: Class 17 contains 18029 members 
Mstep: Class 18 contains 16435 members 
Mstep: Class 19 contains 6565 members 
Mstep: Class 20 contains 5617 members 
Mstep: Class 21 contains 40501 members 
Mstep: Class 22 contains 29207 members 
Mstep: Class 23 contains 175857 members 
Mstep: Class 24 contains 93580 members 
Mstep: Class 25 contains 8257 members 
Mstep: Class 26 contains 238804 members 
Mstep: Class 27 contains 30503 members 
Mstep: Class 28 contains 4012 members 
Mstep: Class 29 contains 5804 members 
Mstep: Class 30 contains 103926 members 
Mstep: Class 31 contains 8615 members 
Mstep: Class 32 contains 3047 members 
Mstep: Class 33 contains 83203 members 
Mstep: Class 34 contains 9015 members 
Mstep: Class 35 contains 8253 members 
Mstep: Class 36 contains 1428 members 
Mstep: Class 37 contains 8227 members 
Mstep: Class 38 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235450608.000000 Penalty: 136683.125000
Iteration 148Q: 39 clusters Score -2.354506e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 11044 members 
Mstep: Class 3 contains 57346 members 
Mstep: Class 4 contains 9284 members 
Mstep: Class 5 contains 4052 members 
Mstep: Class 6 contains 16924 members 
Mstep: Class 7 contains 13260 members 
Mstep: Class 8 contains 127482 members 
Mstep: Class 9 contains 12584 members 
Mstep: Class 10 contains 201964 members 
Mstep: Class 11 contains 212069 members 
Mstep: Class 12 contains 12245 members 
Mstep: Class 13 contains 323201 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 41138 members 
Mstep: Class 16 contains 44005 members 
Mstep: Class 17 contains 18024 members 
Mstep: Class 18 contains 16434 members 
Mstep: Class 19 contains 6564 members 
Mstep: Class 20 contains 5619 members 
Mstep: Class 21 contains 40501 members 
Mstep: Class 22 contains 29205 members 
Mstep: Class 23 contains 175868 members 
Mstep: Class 24 contains 93568 members 
Mstep: Class 25 contains 8257 members 
Mstep: Class 26 contains 238817 members 
Mstep: Class 27 contains 30495 members 
Mstep: Class 28 contains 4012 members 
Mstep: Class 29 contains 5805 members 
Mstep: Class 30 contains 103934 members 
Mstep: Class 31 contains 8621 members 
Mstep: Class 32 contains 3047 members 
Mstep: Class 33 contains 83199 members 
Mstep: Class 34 contains 9017 members 
Mstep: Class 35 contains 8253 members 
Mstep: Class 36 contains 1428 members 
Mstep: Class 37 contains 8228 members 
Mstep: Class 38 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235450432.000000 Penalty: 136683.125000
Iteration 149Q: 39 clusters Score -2.354504e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 11044 members 
Mstep: Class 3 contains 57344 members 
Mstep: Class 4 contains 9285 members 
Mstep: Class 5 contains 4053 members 
Mstep: Class 6 contains 16925 members 
Mstep: Class 7 contains 13260 members 
Mstep: Class 8 contains 127475 members 
Mstep: Class 9 contains 12585 members 
Mstep: Class 10 contains 201956 members 
Mstep: Class 11 contains 212070 members 
Mstep: Class 12 contains 12247 members 
Mstep: Class 13 contains 323208 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 41137 members 
Mstep: Class 16 contains 44000 members 
Mstep: Class 17 contains 18019 members 
Mstep: Class 18 contains 16432 members 
Mstep: Class 19 contains 6564 members 
Mstep: Class 20 contains 5622 members 
Mstep: Class 21 contains 40498 members 
Mstep: Class 22 contains 29206 members 
Mstep: Class 23 contains 175877 members 
Mstep: Class 24 contains 93562 members 
Mstep: Class 25 contains 8257 members 
Mstep: Class 26 contains 238825 members 
Mstep: Class 27 contains 30486 members 
Mstep: Class 28 contains 4011 members 
Mstep: Class 29 contains 5805 members 
Mstep: Class 30 contains 103936 members 
Mstep: Class 31 contains 8634 members 
Mstep: Class 32 contains 3042 members 
Mstep: Class 33 contains 83198 members 
Mstep: Class 34 contains 9020 members 
Mstep: Class 35 contains 8256 members 
Mstep: Class 36 contains 1428 members 
Mstep: Class 37 contains 8228 members 
Mstep: Class 38 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235450800.000000 Penalty: 136683.125000
Iteration 150Q: 39 clusters Score -2.354508e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 11041 members 
Mstep: Class 3 contains 57344 members 
Mstep: Class 4 contains 9285 members 
Mstep: Class 5 contains 4053 members 
Mstep: Class 6 contains 16924 members 
Mstep: Class 7 contains 13258 members 
Mstep: Class 8 contains 127474 members 
Mstep: Class 9 contains 12588 members 
Mstep: Class 10 contains 201949 members 
Mstep: Class 11 contains 212078 members 
Mstep: Class 12 contains 12250 members 
Mstep: Class 13 contains 323214 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 41138 members 
Mstep: Class 16 contains 43990 members 
Mstep: Class 17 contains 18015 members 
Mstep: Class 18 contains 16432 members 
Mstep: Class 19 contains 6565 members 
Mstep: Class 20 contains 5624 members 
Mstep: Class 21 contains 40502 members 
Mstep: Class 22 contains 29206 members 
Mstep: Class 23 contains 175882 members 
Mstep: Class 24 contains 93557 members 
Mstep: Class 25 contains 8258 members 
Mstep: Class 26 contains 238818 members 
Mstep: Class 27 contains 30478 members 
Mstep: Class 28 contains 4010 members 
Mstep: Class 29 contains 5804 members 
Mstep: Class 30 contains 103934 members 
Mstep: Class 31 contains 8651 members 
Mstep: Class 32 contains 3040 members 
Mstep: Class 33 contains 83195 members 
Mstep: Class 34 contains 9021 members 
Mstep: Class 35 contains 8261 members 
Mstep: Class 36 contains 1428 members 
Mstep: Class 37 contains 8228 members 
Mstep: Class 38 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235450848.000000 Penalty: 136683.125000
Iteration 151Q: 39 clusters Score -2.354508e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 11040 members 
Mstep: Class 3 contains 57342 members 
Mstep: Class 4 contains 9285 members 
Mstep: Class 5 contains 4054 members 
Mstep: Class 6 contains 16922 members 
Mstep: Class 7 contains 13256 members 
Mstep: Class 8 contains 127475 members 
Mstep: Class 9 contains 12587 members 
Mstep: Class 10 contains 201947 members 
Mstep: Class 11 contains 212080 members 
Mstep: Class 12 contains 12251 members 
Mstep: Class 13 contains 323216 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 41140 members 
Mstep: Class 16 contains 43981 members 
Mstep: Class 17 contains 18008 members 
Mstep: Class 18 contains 16433 members 
Mstep: Class 19 contains 6565 members 
Mstep: Class 20 contains 5627 members 
Mstep: Class 21 contains 40506 members 
Mstep: Class 22 contains 29208 members 
Mstep: Class 23 contains 175893 members 
Mstep: Class 24 contains 93553 members 
Mstep: Class 25 contains 8258 members 
Mstep: Class 26 contains 238811 members 
Mstep: Class 27 contains 30467 members 
Mstep: Class 28 contains 4010 members 
Mstep: Class 29 contains 5802 members 
Mstep: Class 30 contains 103936 members 
Mstep: Class 31 contains 8670 members 
Mstep: Class 32 contains 3036 members 
Mstep: Class 33 contains 83194 members 
Mstep: Class 34 contains 9022 members 
Mstep: Class 35 contains 8264 members 
Mstep: Class 36 contains 1428 members 
Mstep: Class 37 contains 8228 members 
Mstep: Class 38 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235450976.000000 Penalty: 136683.125000
Iteration 152Q: 39 clusters Score -2.35451e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 11039 members 
Mstep: Class 3 contains 57341 members 
Mstep: Class 4 contains 9285 members 
Mstep: Class 5 contains 4053 members 
Mstep: Class 6 contains 16921 members 
Mstep: Class 7 contains 13256 members 
Mstep: Class 8 contains 127474 members 
Mstep: Class 9 contains 12586 members 
Mstep: Class 10 contains 201942 members 
Mstep: Class 11 contains 212086 members 
Mstep: Class 12 contains 12250 members 
Mstep: Class 13 contains 323225 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 41143 members 
Mstep: Class 16 contains 43963 members 
Mstep: Class 17 contains 18002 members 
Mstep: Class 18 contains 16432 members 
Mstep: Class 19 contains 6565 members 
Mstep: Class 20 contains 5624 members 
Mstep: Class 21 contains 40509 members 
Mstep: Class 22 contains 29207 members 
Mstep: Class 23 contains 175905 members 
Mstep: Class 24 contains 93543 members 
Mstep: Class 25 contains 8259 members 
Mstep: Class 26 contains 238810 members 
Mstep: Class 27 contains 30463 members 
Mstep: Class 28 contains 4010 members 
Mstep: Class 29 contains 5799 members 
Mstep: Class 30 contains 103936 members 
Mstep: Class 31 contains 8695 members 
Mstep: Class 32 contains 3030 members 
Mstep: Class 33 contains 83195 members 
Mstep: Class 34 contains 9025 members 
Mstep: Class 35 contains 8267 members 
Mstep: Class 36 contains 1428 members 
Mstep: Class 37 contains 8227 members 
Mstep: Class 38 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235450976.000000 Penalty: 136683.125000
Iteration 153Q: 39 clusters Score -2.35451e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 11036 members 
Mstep: Class 3 contains 57339 members 
Mstep: Class 4 contains 9285 members 
Mstep: Class 5 contains 4053 members 
Mstep: Class 6 contains 16921 members 
Mstep: Class 7 contains 13256 members 
Mstep: Class 8 contains 127474 members 
Mstep: Class 9 contains 12584 members 
Mstep: Class 10 contains 201945 members 
Mstep: Class 11 contains 212087 members 
Mstep: Class 12 contains 12251 members 
Mstep: Class 13 contains 323227 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 41144 members 
Mstep: Class 16 contains 43954 members 
Mstep: Class 17 contains 17997 members 
Mstep: Class 18 contains 16433 members 
Mstep: Class 19 contains 6565 members 
Mstep: Class 20 contains 5626 members 
Mstep: Class 21 contains 40516 members 
Mstep: Class 22 contains 29207 members 
Mstep: Class 23 contains 175913 members 
Mstep: Class 24 contains 93535 members 
Mstep: Class 25 contains 8262 members 
Mstep: Class 26 contains 238805 members 
Mstep: Class 27 contains 30456 members 
Mstep: Class 28 contains 4010 members 
Mstep: Class 29 contains 5796 members 
Mstep: Class 30 contains 103936 members 
Mstep: Class 31 contains 8707 members 
Mstep: Class 32 contains 3028 members 
Mstep: Class 33 contains 83192 members 
Mstep: Class 34 contains 9025 members 
Mstep: Class 35 contains 8274 members 
Mstep: Class 36 contains 1428 members 
Mstep: Class 37 contains 8229 members 
Mstep: Class 38 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235450944.000000 Penalty: 136683.125000
Iteration 154Q: 39 clusters Score -2.354509e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 11034 members 
Mstep: Class 3 contains 57338 members 
Mstep: Class 4 contains 9285 members 
Mstep: Class 5 contains 4054 members 
Mstep: Class 6 contains 16921 members 
Mstep: Class 7 contains 13255 members 
Mstep: Class 8 contains 127475 members 
Mstep: Class 9 contains 12587 members 
Mstep: Class 10 contains 201951 members 
Mstep: Class 11 contains 212079 members 
Mstep: Class 12 contains 12252 members 
Mstep: Class 13 contains 323238 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 41143 members 
Mstep: Class 16 contains 43947 members 
Mstep: Class 17 contains 17990 members 
Mstep: Class 18 contains 16433 members 
Mstep: Class 19 contains 6565 members 
Mstep: Class 20 contains 5626 members 
Mstep: Class 21 contains 40522 members 
Mstep: Class 22 contains 29207 members 
Mstep: Class 23 contains 175922 members 
Mstep: Class 24 contains 93527 members 
Mstep: Class 25 contains 8261 members 
Mstep: Class 26 contains 238797 members 
Mstep: Class 27 contains 30451 members 
Mstep: Class 28 contains 4010 members 
Mstep: Class 29 contains 5797 members 
Mstep: Class 30 contains 103931 members 
Mstep: Class 31 contains 8717 members 
Mstep: Class 32 contains 3027 members 
Mstep: Class 33 contains 83192 members 
Mstep: Class 34 contains 9027 members 
Mstep: Class 35 contains 8276 members 
Mstep: Class 36 contains 1428 members 
Mstep: Class 37 contains 8232 members 
Mstep: Class 38 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235451072.000000 Penalty: 136683.125000
Iteration 155Q: 39 clusters Score -2.354511e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 11033 members 
Mstep: Class 3 contains 57337 members 
Mstep: Class 4 contains 9285 members 
Mstep: Class 5 contains 4054 members 
Mstep: Class 6 contains 16920 members 
Mstep: Class 7 contains 13254 members 
Mstep: Class 8 contains 127475 members 
Mstep: Class 9 contains 12589 members 
Mstep: Class 10 contains 201952 members 
Mstep: Class 11 contains 212079 members 
Mstep: Class 12 contains 12252 members 
Mstep: Class 13 contains 323251 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 41143 members 
Mstep: Class 16 contains 43935 members 
Mstep: Class 17 contains 17983 members 
Mstep: Class 18 contains 16433 members 
Mstep: Class 19 contains 6564 members 
Mstep: Class 20 contains 5624 members 
Mstep: Class 21 contains 40526 members 
Mstep: Class 22 contains 29207 members 
Mstep: Class 23 contains 175932 members 
Mstep: Class 24 contains 93518 members 
Mstep: Class 25 contains 8260 members 
Mstep: Class 26 contains 238799 members 
Mstep: Class 27 contains 30443 members 
Mstep: Class 28 contains 4010 members 
Mstep: Class 29 contains 5798 members 
Mstep: Class 30 contains 103929 members 
Mstep: Class 31 contains 8723 members 
Mstep: Class 32 contains 3028 members 
Mstep: Class 33 contains 83192 members 
Mstep: Class 34 contains 9028 members 
Mstep: Class 35 contains 8280 members 
Mstep: Class 36 contains 1428 members 
Mstep: Class 37 contains 8233 members 
Mstep: Class 38 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235450848.000000 Penalty: 136683.125000
Iteration 156Q: 39 clusters Score -2.354508e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 11031 members 
Mstep: Class 3 contains 57337 members 
Mstep: Class 4 contains 9285 members 
Mstep: Class 5 contains 4054 members 
Mstep: Class 6 contains 16919 members 
Mstep: Class 7 contains 13252 members 
Mstep: Class 8 contains 127477 members 
Mstep: Class 9 contains 12593 members 
Mstep: Class 10 contains 201948 members 
Mstep: Class 11 contains 212078 members 
Mstep: Class 12 contains 12250 members 
Mstep: Class 13 contains 323264 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 41141 members 
Mstep: Class 16 contains 43930 members 
Mstep: Class 17 contains 17977 members 
Mstep: Class 18 contains 16433 members 
Mstep: Class 19 contains 6562 members 
Mstep: Class 20 contains 5622 members 
Mstep: Class 21 contains 40531 members 
Mstep: Class 22 contains 29204 members 
Mstep: Class 23 contains 175939 members 
Mstep: Class 24 contains 93513 members 
Mstep: Class 25 contains 8261 members 
Mstep: Class 26 contains 238803 members 
Mstep: Class 27 contains 30433 members 
Mstep: Class 28 contains 4009 members 
Mstep: Class 29 contains 5800 members 
Mstep: Class 30 contains 103928 members 
Mstep: Class 31 contains 8727 members 
Mstep: Class 32 contains 3028 members 
Mstep: Class 33 contains 83193 members 
Mstep: Class 34 contains 9029 members 
Mstep: Class 35 contains 8283 members 
Mstep: Class 36 contains 1429 members 
Mstep: Class 37 contains 8234 members 
Mstep: Class 38 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235450864.000000 Penalty: 136683.125000
Iteration 157Q: 39 clusters Score -2.354509e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 11031 members 
Mstep: Class 3 contains 57337 members 
Mstep: Class 4 contains 9285 members 
Mstep: Class 5 contains 4054 members 
Mstep: Class 6 contains 16918 members 
Mstep: Class 7 contains 13251 members 
Mstep: Class 8 contains 127477 members 
Mstep: Class 9 contains 12594 members 
Mstep: Class 10 contains 201949 members 
Mstep: Class 11 contains 212092 members 
Mstep: Class 12 contains 12251 members 
Mstep: Class 13 contains 323272 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 41140 members 
Mstep: Class 16 contains 43923 members 
Mstep: Class 17 contains 17973 members 
Mstep: Class 18 contains 16433 members 
Mstep: Class 19 contains 6561 members 
Mstep: Class 20 contains 5626 members 
Mstep: Class 21 contains 40534 members 
Mstep: Class 22 contains 29203 members 
Mstep: Class 23 contains 175950 members 
Mstep: Class 24 contains 93508 members 
Mstep: Class 25 contains 8262 members 
Mstep: Class 26 contains 238796 members 
Mstep: Class 27 contains 30418 members 
Mstep: Class 28 contains 4009 members 
Mstep: Class 29 contains 5800 members 
Mstep: Class 30 contains 103927 members 
Mstep: Class 31 contains 8728 members 
Mstep: Class 32 contains 3028 members 
Mstep: Class 33 contains 83191 members 
Mstep: Class 34 contains 9030 members 
Mstep: Class 35 contains 8284 members 
Mstep: Class 36 contains 1429 members 
Mstep: Class 37 contains 8234 members 
Mstep: Class 38 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235450736.000000 Penalty: 136683.125000
Iteration 158Q: 39 clusters Score -2.354507e+08 nChanged 137
Entering ConstructFrom: 
Score: -235450736.000000 Penalty: 136683.125000
Entering ConstructFrom: 
Trying to split cluster 1 (3316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Entering Unmasked Estep 
Score: -373166.750000 Penalty: 2010.415649
	Iteration 0F: 2 clusters Score -373166.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -369756.250000 Penalty: 4020.831299
	Iteration 0F: 3 clusters Score -369756.2 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -370616.718750 Penalty: 4020.831299
	Iteration 1F: 3 clusters Score -370616.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -370948.875000 Penalty: 4020.831299
	Iteration 2F: 3 clusters Score -370948.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -371211.031250 Penalty: 4020.831299
	Iteration 3F: 3 clusters Score -371211 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -371426.312500 Penalty: 4020.831299
	Iteration 4F: 3 clusters Score -371426.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -371609.750000 Penalty: 4020.831299
	Iteration 5Q: 3 clusters Score -371609.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -371722.750000 Penalty: 4020.831299
	Iteration 6Q: 3 clusters Score -371722.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -371790.531250 Penalty: 4020.831299
	Iteration 7Q: 3 clusters Score -371790.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -371826.562500 Penalty: 4020.831299
	Iteration 8Q: 3 clusters Score -371826.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -371860.062500 Penalty: 4020.831299
	Iteration 9Q: 3 clusters Score -371860.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -371890.593750 Penalty: 4020.831299
	Iteration 10Q: 3 clusters Score -371890.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -371914.687500 Penalty: 4020.831299
	Iteration 11Q: 3 clusters Score -371914.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -371927.250000 Penalty: 4020.831299
	Iteration 12Q: 3 clusters Score -371927.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -371941.562500 Penalty: 4020.831299
	Iteration 13Q: 3 clusters Score -371941.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -371957.187500 Penalty: 4020.831299
	Iteration 14Q: 3 clusters Score -371957.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -371975.281250 Penalty: 4020.831299
	Iteration 15Q: 3 clusters Score -371975.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -371992.000000 Penalty: 4020.831299
	Iteration 16Q: 3 clusters Score -371992 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -372003.937500 Penalty: 4020.831299
	Iteration 17Q: 3 clusters Score -372003.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -372022.937500 Penalty: 4020.831299
	Iteration 18Q: 3 clusters Score -372022.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -372043.375000 Penalty: 4020.831299
	Iteration 19Q: 3 clusters Score -372043.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -372065.125000 Penalty: 4020.831299
	Iteration 20F: 3 clusters Score -372065.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -372083.437500 Penalty: 4020.831299
	Iteration 21Q: 3 clusters Score -372083.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -372099.875000 Penalty: 4020.831299
	Iteration 22Q: 3 clusters Score -372099.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -372113.812500 Penalty: 4020.831299
	Iteration 23Q: 3 clusters Score -372113.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -372127.593750 Penalty: 4020.831299
	Iteration 24Q: 3 clusters Score -372127.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -372137.375000 Penalty: 4020.831299
	Iteration 25Q: 3 clusters Score -372137.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -372150.593750 Penalty: 4020.831299
	Iteration 26Q: 3 clusters Score -372150.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -372160.125000 Penalty: 4020.831299
	Iteration 27Q: 3 clusters Score -372160.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -372170.312500 Penalty: 4020.831299
	Iteration 28Q: 3 clusters Score -372170.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -372181.250000 Penalty: 4020.831299
	Iteration 29Q: 3 clusters Score -372181.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -372195.281250 Penalty: 4020.831299
	Iteration 30Q: 3 clusters Score -372195.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -372202.656250 Penalty: 4020.831299
	Iteration 31Q: 3 clusters Score -372202.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -372210.031250 Penalty: 4020.831299
	Iteration 32Q: 3 clusters Score -372210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -372217.343750 Penalty: 4020.831299
	Iteration 33Q: 3 clusters Score -372217.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -372229.343750 Penalty: 4020.831299
	Iteration 34Q: 3 clusters Score -372229.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -372239.531250 Penalty: 4020.831299
	Iteration 35Q: 3 clusters Score -372239.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -372252.875000 Penalty: 4020.831299
	Iteration 36Q: 3 clusters Score -372252.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -372266.187500 Penalty: 4020.831299
	Iteration 37Q: 3 clusters Score -372266.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -372279.062500 Penalty: 4020.831299
	Iteration 38Q: 3 clusters Score -372279.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -372289.750000 Penalty: 4020.831299
	Iteration 39Q: 3 clusters Score -372289.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -372303.531250 Penalty: 4020.831299
	Iteration 40F: 3 clusters Score -372303.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -372311.218750 Penalty: 4020.831299
	Iteration 41Q: 3 clusters Score -372311.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -372317.687500 Penalty: 4020.831299
	Iteration 42Q: 3 clusters Score -372317.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -372327.312500 Penalty: 4020.831299
	Iteration 43Q: 3 clusters Score -372327.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -372337.000000 Penalty: 4020.831299
	Iteration 44Q: 3 clusters Score -372337 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -372346.718750 Penalty: 4020.831299
	Iteration 45Q: 3 clusters Score -372346.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -372354.812500 Penalty: 4020.831299
	Iteration 46Q: 3 clusters Score -372354.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -372357.437500 Penalty: 4020.831299
	Iteration 47Q: 3 clusters Score -372357.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -372363.562500 Penalty: 4020.831299
	Iteration 48Q: 3 clusters Score -372363.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -372374.031250 Penalty: 4020.831299
	Iteration 49Q: 3 clusters Score -372374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -372387.187500 Penalty: 4020.831299
	Iteration 50Q: 3 clusters Score -372387.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -372400.468750 Penalty: 4020.831299
	Iteration 51Q: 3 clusters Score -372400.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -372411.062500 Penalty: 4020.831299
	Iteration 52Q: 3 clusters Score -372411.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -372420.531250 Penalty: 4020.831299
	Iteration 53Q: 3 clusters Score -372420.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -372423.656250 Penalty: 4020.831299
	Iteration 54Q: 3 clusters Score -372423.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -372427.937500 Penalty: 4020.831299
	Iteration 55Q: 3 clusters Score -372427.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -372429.968750 Penalty: 4020.831299
	Iteration 56Q: 3 clusters Score -372430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -372432.593750 Penalty: 4020.831299
	Iteration 57Q: 3 clusters Score -372432.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -372435.281250 Penalty: 4020.831299
	Iteration 58Q: 3 clusters Score -372435.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -372438.312500 Penalty: 4020.831299
	Iteration 59Q: 3 clusters Score -372438.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -372440.218750 Penalty: 4020.831299
	Iteration 60F: 3 clusters Score -372440.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -372441.906250 Penalty: 4020.831299
	Iteration 61Q: 3 clusters Score -372441.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -372444.437500 Penalty: 4020.831299
	Iteration 62Q: 3 clusters Score -372444.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -372446.031250 Penalty: 4020.831299
	Iteration 63Q: 3 clusters Score -372446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -372447.375000 Penalty: 4020.831299
	Iteration 64Q: 3 clusters Score -372447.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -372448.062500 Penalty: 4020.831299
	Iteration 65Q: 3 clusters Score -372448.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -372449.375000 Penalty: 4020.831299
	Iteration 66Q: 3 clusters Score -372449.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -372450.375000 Penalty: 4020.831299
	Iteration 67Q: 3 clusters Score -372450.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -372450.375000 Penalty: 4020.831299
	Iteration 68F: 3 clusters Score -372450.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Entering Unmasked Estep 
Score: -1286235.000000 Penalty: 2308.499268
	Iteration 0F: 2 clusters Score -1286235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1278010.250000 Penalty: 4616.998535
	Iteration 0F: 3 clusters Score -1278010 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1280485.125000 Penalty: 4616.998535
	Iteration 1F: 3 clusters Score -1280485 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1280813.000000 Penalty: 4616.998535
	Iteration 2F: 3 clusters Score -1280813 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1281035.625000 Penalty: 4616.998535
	Iteration 3Q: 3 clusters Score -1281036 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1281209.875000 Penalty: 4616.998535
	Iteration 4Q: 3 clusters Score -1281210 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1281383.875000 Penalty: 4616.998535
	Iteration 5Q: 3 clusters Score -1281384 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1281546.875000 Penalty: 4616.998535
	Iteration 6Q: 3 clusters Score -1281547 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1281740.250000 Penalty: 4616.998535
	Iteration 7Q: 3 clusters Score -1281740 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1282014.750000 Penalty: 4616.998535
	Iteration 8Q: 3 clusters Score -1282015 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1282372.500000 Penalty: 4616.998535
	Iteration 9Q: 3 clusters Score -1282372 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1282860.250000 Penalty: 4616.998535
	Iteration 10F: 3 clusters Score -1282860 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1283444.750000 Penalty: 4616.998535
	Iteration 11F: 3 clusters Score -1283445 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1283912.625000 Penalty: 4616.998535
	Iteration 12Q: 3 clusters Score -1283913 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1284207.750000 Penalty: 4616.998535
	Iteration 13Q: 3 clusters Score -1284208 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1284387.125000 Penalty: 4616.998535
	Iteration 14Q: 3 clusters Score -1284387 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1284511.000000 Penalty: 4616.998535
	Iteration 15Q: 3 clusters Score -1284511 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1284625.000000 Penalty: 4616.998535
	Iteration 16Q: 3 clusters Score -1284625 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1284694.500000 Penalty: 4616.998535
	Iteration 17Q: 3 clusters Score -1284694 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1284736.625000 Penalty: 4616.998535
	Iteration 18Q: 3 clusters Score -1284737 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1284777.375000 Penalty: 4616.998535
	Iteration 19Q: 3 clusters Score -1284777 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1284845.375000 Penalty: 4616.998535
	Iteration 20F: 3 clusters Score -1284845 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1284886.250000 Penalty: 4616.998535
	Iteration 21Q: 3 clusters Score -1284886 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1284901.375000 Penalty: 4616.998535
	Iteration 22Q: 3 clusters Score -1284901 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1284917.625000 Penalty: 4616.998535
	Iteration 23Q: 3 clusters Score -1284918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1284932.375000 Penalty: 4616.998535
	Iteration 24Q: 3 clusters Score -1284932 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1284947.750000 Penalty: 4616.998535
	Iteration 25Q: 3 clusters Score -1284948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1284957.000000 Penalty: 4616.998535
	Iteration 26Q: 3 clusters Score -1284957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1284967.500000 Penalty: 4616.998535
	Iteration 27Q: 3 clusters Score -1284968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1284973.125000 Penalty: 4616.998535
	Iteration 28Q: 3 clusters Score -1284973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1284975.125000 Penalty: 4616.998535
	Iteration 29Q: 3 clusters Score -1284975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1284978.500000 Penalty: 4616.998535
	Iteration 30Q: 3 clusters Score -1284978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1284981.875000 Penalty: 4616.998535
	Iteration 31Q: 3 clusters Score -1284982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1284981.875000 Penalty: 4616.998535
	Iteration 32F: 3 clusters Score -1284982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (57338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57338 members 
Entering Unmasked Estep 
Score: -7002877.500000 Penalty: 2717.266113
	Iteration 0F: 2 clusters Score -7002878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28888 members 
Mstep: Class 2 contains 28450 members 
Entering Unmasked Estep 
Score: -6964402.000000 Penalty: 5434.532227
	Iteration 0F: 3 clusters Score -6964402 nChanged 26642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -6979209.500000 Penalty: 5434.532227
	Iteration 1F: 3 clusters Score -6979210 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -6979972.500000 Penalty: 5434.532227
	Iteration 2Q: 3 clusters Score -6979972 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -6980882.500000 Penalty: 5434.532227
	Iteration 3Q: 3 clusters Score -6980882 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33208 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -6981968.000000 Penalty: 5434.532227
	Iteration 4Q: 3 clusters Score -6981968 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -6983576.000000 Penalty: 5434.532227
	Iteration 5Q: 3 clusters Score -6983576 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37705 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -6985702.000000 Penalty: 5434.532227
	Iteration 6F: 3 clusters Score -6985702 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40622 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -6988416.500000 Penalty: 5434.532227
	Iteration 7F: 3 clusters Score -6988416 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43700 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -6991294.500000 Penalty: 5434.532227
	Iteration 8F: 3 clusters Score -6991294 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46476 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -6993758.500000 Penalty: 5434.532227
	Iteration 9F: 3 clusters Score -6993758 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48810 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -6995717.500000 Penalty: 5434.532227
	Iteration 10Q: 3 clusters Score -6995718 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50565 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -6997003.000000 Penalty: 5434.532227
	Iteration 11Q: 3 clusters Score -6997003 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51919 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -6997882.000000 Penalty: 5434.532227
	Iteration 12Q: 3 clusters Score -6997882 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53028 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -6998613.500000 Penalty: 5434.532227
	Iteration 13Q: 3 clusters Score -6998614 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53895 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -6999178.000000 Penalty: 5434.532227
	Iteration 14Q: 3 clusters Score -6999178 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54552 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -6999519.500000 Penalty: 5434.532227
	Iteration 15Q: 3 clusters Score -6999520 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55071 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -6999816.500000 Penalty: 5434.532227
	Iteration 16Q: 3 clusters Score -6999816 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55462 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -7000062.500000 Penalty: 5434.532227
	Iteration 17Q: 3 clusters Score -7000062 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55716 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -7000200.500000 Penalty: 5434.532227
	Iteration 18Q: 3 clusters Score -7000200 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55894 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -7000298.000000 Penalty: 5434.532227
	Iteration 19Q: 3 clusters Score -7000298 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56022 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -7000373.500000 Penalty: 5434.532227
	Iteration 20F: 3 clusters Score -7000374 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56110 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -7000442.500000 Penalty: 5434.532227
	Iteration 21Q: 3 clusters Score -7000442 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56193 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -7000506.500000 Penalty: 5434.532227
	Iteration 22Q: 3 clusters Score -7000506 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56244 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -7000532.500000 Penalty: 5434.532227
	Iteration 23Q: 3 clusters Score -7000532 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56287 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -7000565.500000 Penalty: 5434.532227
	Iteration 24Q: 3 clusters Score -7000566 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56323 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -7000574.500000 Penalty: 5434.532227
	Iteration 25Q: 3 clusters Score -7000574 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56344 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -7000599.000000 Penalty: 5434.532227
	Iteration 26Q: 3 clusters Score -7000599 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56364 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -7000603.000000 Penalty: 5434.532227
	Iteration 27Q: 3 clusters Score -7000603 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -7000607.500000 Penalty: 5434.532227
	Iteration 28Q: 3 clusters Score -7000608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56396 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -7000624.000000 Penalty: 5434.532227
	Iteration 29Q: 3 clusters Score -7000624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56413 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -7000635.500000 Penalty: 5434.532227
	Iteration 30Q: 3 clusters Score -7000636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56421 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -7000653.000000 Penalty: 5434.532227
	Iteration 31Q: 3 clusters Score -7000653 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56426 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -7000661.000000 Penalty: 5434.532227
	Iteration 32Q: 3 clusters Score -7000661 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56438 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -7000672.000000 Penalty: 5434.532227
	Iteration 33Q: 3 clusters Score -7000672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56448 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -7000676.000000 Penalty: 5434.532227
	Iteration 34Q: 3 clusters Score -7000676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56454 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -7000689.500000 Penalty: 5434.532227
	Iteration 35Q: 3 clusters Score -7000690 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56463 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -7000697.000000 Penalty: 5434.532227
	Iteration 36Q: 3 clusters Score -7000697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56472 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -7000690.500000 Penalty: 5434.532227
	Iteration 37Q: 3 clusters Score -7000690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56485 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -7000691.500000 Penalty: 5434.532227
	Iteration 38Q: 3 clusters Score -7000692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56490 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -7000695.500000 Penalty: 5434.532227
	Iteration 39Q: 3 clusters Score -7000696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56492 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -7000709.000000 Penalty: 5434.532227
	Iteration 40F: 3 clusters Score -7000709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56495 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -7000709.500000 Penalty: 5434.532227
	Iteration 41Q: 3 clusters Score -7000710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56497 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -7000704.500000 Penalty: 5434.532227
	Iteration 42Q: 3 clusters Score -7000704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56499 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -7000705.500000 Penalty: 5434.532227
	Iteration 43Q: 3 clusters Score -7000706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56500 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -7000707.000000 Penalty: 5434.532227
	Iteration 44Q: 3 clusters Score -7000707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56501 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -7000710.500000 Penalty: 5434.532227
	Iteration 45Q: 3 clusters Score -7000710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56502 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -7000707.000000 Penalty: 5434.532227
	Iteration 46Q: 3 clusters Score -7000707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56502 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -7000707.000000 Penalty: 5434.532227
	Iteration 47Q: 3 clusters Score -7000707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56507 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -7000714.500000 Penalty: 5434.532227
	Iteration 48Q: 3 clusters Score -7000714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56509 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -7000714.500000 Penalty: 5434.532227
	Iteration 49Q: 3 clusters Score -7000714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56510 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -7000714.500000 Penalty: 5434.532227
	Iteration 50Q: 3 clusters Score -7000714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56512 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -7000721.000000 Penalty: 5434.532227
	Iteration 51Q: 3 clusters Score -7000721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56516 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -7000719.000000 Penalty: 5434.532227
	Iteration 52Q: 3 clusters Score -7000719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56519 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -7000720.500000 Penalty: 5434.532227
	Iteration 53Q: 3 clusters Score -7000720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56523 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -7000724.500000 Penalty: 5434.532227
	Iteration 54Q: 3 clusters Score -7000724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56524 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -7000727.000000 Penalty: 5434.532227
	Iteration 55Q: 3 clusters Score -7000727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56526 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -7000727.000000 Penalty: 5434.532227
	Iteration 56Q: 3 clusters Score -7000727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56527 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -7000729.500000 Penalty: 5434.532227
	Iteration 57Q: 3 clusters Score -7000730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56527 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -7000729.500000 Penalty: 5434.532227
	Iteration 58F: 3 clusters Score -7000730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Entering Unmasked Estep 
Score: -1109643.250000 Penalty: 2265.739746
	Iteration 0F: 2 clusters Score -1109643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1102555.125000 Penalty: 4531.479492
	Iteration 0F: 3 clusters Score -1102555 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1105121.125000 Penalty: 4531.479492
	Iteration 1F: 3 clusters Score -1105121 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1106456.625000 Penalty: 4531.479492
	Iteration 2F: 3 clusters Score -1106457 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1107880.750000 Penalty: 4531.479492
	Iteration 3F: 3 clusters Score -1107881 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1108643.125000 Penalty: 4531.479492
	Iteration 4F: 3 clusters Score -1108643 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1108934.125000 Penalty: 4531.479492
	Iteration 5F: 3 clusters Score -1108934 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1109024.875000 Penalty: 4531.479492
	Iteration 6Q: 3 clusters Score -1109025 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1109066.000000 Penalty: 4531.479492
	Iteration 7Q: 3 clusters Score -1109066 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1109092.125000 Penalty: 4531.479492
	Iteration 8Q: 3 clusters Score -1109092 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1109107.625000 Penalty: 4531.479492
	Iteration 9Q: 3 clusters Score -1109108 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1109112.875000 Penalty: 4531.479492
	Iteration 10Q: 3 clusters Score -1109113 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1109119.875000 Penalty: 4531.479492
	Iteration 11Q: 3 clusters Score -1109120 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1109120.875000 Penalty: 4531.479492
	Iteration 12Q: 3 clusters Score -1109121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1109124.625000 Penalty: 4531.479492
	Iteration 13Q: 3 clusters Score -1109125 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1109128.250000 Penalty: 4531.479492
	Iteration 14Q: 3 clusters Score -1109128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1109129.875000 Penalty: 4531.479492
	Iteration 15Q: 3 clusters Score -1109130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1109134.250000 Penalty: 4531.479492
	Iteration 16Q: 3 clusters Score -1109134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1109138.000000 Penalty: 4531.479492
	Iteration 17Q: 3 clusters Score -1109138 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1109143.125000 Penalty: 4531.479492
	Iteration 18Q: 3 clusters Score -1109143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1109142.500000 Penalty: 4531.479492
	Iteration 19Q: 3 clusters Score -1109142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1109148.125000 Penalty: 4531.479492
	Iteration 20F: 3 clusters Score -1109148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1109152.875000 Penalty: 4531.479492
	Iteration 21Q: 3 clusters Score -1109153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1109151.000000 Penalty: 4531.479492
	Iteration 22Q: 3 clusters Score -1109151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1109153.875000 Penalty: 4531.479492
	Iteration 23Q: 3 clusters Score -1109154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1109154.500000 Penalty: 4531.479492
	Iteration 24Q: 3 clusters Score -1109154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1109156.750000 Penalty: 4531.479492
	Iteration 25Q: 3 clusters Score -1109157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1109159.000000 Penalty: 4531.479492
	Iteration 26Q: 3 clusters Score -1109159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1109157.875000 Penalty: 4531.479492
	Iteration 27Q: 3 clusters Score -1109158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1109159.625000 Penalty: 4531.479492
	Iteration 28Q: 3 clusters Score -1109160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1109160.250000 Penalty: 4531.479492
	Iteration 29Q: 3 clusters Score -1109160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1109159.125000 Penalty: 4531.479492
	Iteration 30Q: 3 clusters Score -1109159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1109158.875000 Penalty: 4531.479492
	Iteration 31Q: 3 clusters Score -1109159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1109158.750000 Penalty: 4531.479492
	Iteration 32Q: 3 clusters Score -1109159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1109158.750000 Penalty: 4531.479492
	Iteration 33F: 3 clusters Score -1109159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Entering Unmasked Estep 
Score: -454031.875000 Penalty: 2060.249756
	Iteration 0F: 2 clusters Score -454031.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -450166.718750 Penalty: 4120.499512
	Iteration 0F: 3 clusters Score -450166.7 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -451148.875000 Penalty: 4120.499512
	Iteration 1F: 3 clusters Score -451148.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -451510.593750 Penalty: 4120.499512
	Iteration 2F: 3 clusters Score -451510.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -451848.156250 Penalty: 4120.499512
	Iteration 3F: 3 clusters Score -451848.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -452192.812500 Penalty: 4120.499512
	Iteration 4F: 3 clusters Score -452192.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -452649.343750 Penalty: 4120.499512
	Iteration 5F: 3 clusters Score -452649.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -453130.843750 Penalty: 4120.499512
	Iteration 6F: 3 clusters Score -453130.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -453462.781250 Penalty: 4120.499512
	Iteration 7F: 3 clusters Score -453462.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -453652.562500 Penalty: 4120.499512
	Iteration 8Q: 3 clusters Score -453652.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -453765.156250 Penalty: 4120.499512
	Iteration 9Q: 3 clusters Score -453765.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -453855.375000 Penalty: 4120.499512
	Iteration 10Q: 3 clusters Score -453855.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -453902.281250 Penalty: 4120.499512
	Iteration 11Q: 3 clusters Score -453902.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -453922.281250 Penalty: 4120.499512
	Iteration 12Q: 3 clusters Score -453922.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -453928.562500 Penalty: 4120.499512
	Iteration 13Q: 3 clusters Score -453928.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -453931.125000 Penalty: 4120.499512
	Iteration 14Q: 3 clusters Score -453931.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -453934.250000 Penalty: 4120.499512
	Iteration 15Q: 3 clusters Score -453934.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -453935.062500 Penalty: 4120.499512
	Iteration 16Q: 3 clusters Score -453935.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -453935.343750 Penalty: 4120.499512
	Iteration 17Q: 3 clusters Score -453935.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -453935.343750 Penalty: 4120.499512
	Iteration 18F: 3 clusters Score -453935.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Entering Unmasked Estep 
Score: -2014050.250000 Penalty: 2414.546387
	Iteration 0F: 2 clusters Score -2014050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -2002037.875000 Penalty: 4829.092773
	Iteration 0F: 3 clusters Score -2002038 nChanged 7322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -2005962.625000 Penalty: 4829.092773
	Iteration 1F: 3 clusters Score -2005963 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -2006400.500000 Penalty: 4829.092773
	Iteration 2F: 3 clusters Score -2006400 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -2006769.875000 Penalty: 4829.092773
	Iteration 3F: 3 clusters Score -2006770 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -2007126.000000 Penalty: 4829.092773
	Iteration 4Q: 3 clusters Score -2007126 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -2007535.125000 Penalty: 4829.092773
	Iteration 5Q: 3 clusters Score -2007535 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -2007994.750000 Penalty: 4829.092773
	Iteration 6F: 3 clusters Score -2007995 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -2008517.500000 Penalty: 4829.092773
	Iteration 7F: 3 clusters Score -2008518 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -2009030.375000 Penalty: 4829.092773
	Iteration 8F: 3 clusters Score -2009030 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -2009450.000000 Penalty: 4829.092773
	Iteration 9Q: 3 clusters Score -2009450 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -2009802.625000 Penalty: 4829.092773
	Iteration 10Q: 3 clusters Score -2009803 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -2010122.500000 Penalty: 4829.092773
	Iteration 11Q: 3 clusters Score -2010122 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -2010370.500000 Penalty: 4829.092773
	Iteration 12Q: 3 clusters Score -2010370 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -2010610.625000 Penalty: 4829.092773
	Iteration 13Q: 3 clusters Score -2010611 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -2010835.500000 Penalty: 4829.092773
	Iteration 14Q: 3 clusters Score -2010836 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2011071.375000 Penalty: 4829.092773
	Iteration 15Q: 3 clusters Score -2011071 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2011266.250000 Penalty: 4829.092773
	Iteration 16Q: 3 clusters Score -2011266 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2011440.375000 Penalty: 4829.092773
	Iteration 17Q: 3 clusters Score -2011440 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2011588.875000 Penalty: 4829.092773
	Iteration 18Q: 3 clusters Score -2011589 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2011696.500000 Penalty: 4829.092773
	Iteration 19Q: 3 clusters Score -2011696 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2011775.125000 Penalty: 4829.092773
	Iteration 20F: 3 clusters Score -2011775 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2011845.000000 Penalty: 4829.092773
	Iteration 21Q: 3 clusters Score -2011845 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2011883.375000 Penalty: 4829.092773
	Iteration 22Q: 3 clusters Score -2011883 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2011908.375000 Penalty: 4829.092773
	Iteration 23Q: 3 clusters Score -2011908 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2011925.250000 Penalty: 4829.092773
	Iteration 24Q: 3 clusters Score -2011925 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2011949.000000 Penalty: 4829.092773
	Iteration 25Q: 3 clusters Score -2011949 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2011963.125000 Penalty: 4829.092773
	Iteration 26Q: 3 clusters Score -2011963 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2011979.125000 Penalty: 4829.092773
	Iteration 27Q: 3 clusters Score -2011979 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2011993.375000 Penalty: 4829.092773
	Iteration 28Q: 3 clusters Score -2011993 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2012003.750000 Penalty: 4829.092773
	Iteration 29Q: 3 clusters Score -2012004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2012008.625000 Penalty: 4829.092773
	Iteration 30Q: 3 clusters Score -2012009 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2012013.875000 Penalty: 4829.092773
	Iteration 31Q: 3 clusters Score -2012014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2012019.250000 Penalty: 4829.092773
	Iteration 32Q: 3 clusters Score -2012019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2012018.375000 Penalty: 4829.092773
	Iteration 33Q: 3 clusters Score -2012018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2012022.875000 Penalty: 4829.092773
	Iteration 34Q: 3 clusters Score -2012023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2012028.250000 Penalty: 4829.092773
	Iteration 35Q: 3 clusters Score -2012028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2012029.375000 Penalty: 4829.092773
	Iteration 36Q: 3 clusters Score -2012029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2012029.875000 Penalty: 4829.092773
	Iteration 37Q: 3 clusters Score -2012030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2012030.125000 Penalty: 4829.092773
	Iteration 38Q: 3 clusters Score -2012030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2012031.750000 Penalty: 4829.092773
	Iteration 39Q: 3 clusters Score -2012032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2012030.750000 Penalty: 4829.092773
	Iteration 40F: 3 clusters Score -2012031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2012031.000000 Penalty: 4829.092773
	Iteration 41Q: 3 clusters Score -2012031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2012032.375000 Penalty: 4829.092773
	Iteration 42Q: 3 clusters Score -2012032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2012035.125000 Penalty: 4829.092773
	Iteration 43Q: 3 clusters Score -2012035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2012035.125000 Penalty: 4829.092773
	Iteration 44Q: 3 clusters Score -2012035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2012037.625000 Penalty: 4829.092773
	Iteration 45Q: 3 clusters Score -2012038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2012037.000000 Penalty: 4829.092773
	Iteration 46Q: 3 clusters Score -2012037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2012038.125000 Penalty: 4829.092773
	Iteration 47Q: 3 clusters Score -2012038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2012038.625000 Penalty: 4829.092773
	Iteration 48Q: 3 clusters Score -2012039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2012041.875000 Penalty: 4829.092773
	Iteration 49Q: 3 clusters Score -2012042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2012041.500000 Penalty: 4829.092773
	Iteration 50Q: 3 clusters Score -2012042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2012041.500000 Penalty: 4829.092773
	Iteration 51F: 3 clusters Score -2012042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Entering Unmasked Estep 
Score: -1568663.375000 Penalty: 2353.973389
	Iteration 0F: 2 clusters Score -1568663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1558924.500000 Penalty: 4707.946777
	Iteration 0F: 3 clusters Score -1558924 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1562013.875000 Penalty: 4707.946777
	Iteration 1F: 3 clusters Score -1562014 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1562523.750000 Penalty: 4707.946777
	Iteration 2F: 3 clusters Score -1562524 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1562885.125000 Penalty: 4707.946777
	Iteration 3F: 3 clusters Score -1562885 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1563180.500000 Penalty: 4707.946777
	Iteration 4Q: 3 clusters Score -1563180 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1563407.250000 Penalty: 4707.946777
	Iteration 5Q: 3 clusters Score -1563407 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1563625.750000 Penalty: 4707.946777
	Iteration 6Q: 3 clusters Score -1563626 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1563863.250000 Penalty: 4707.946777
	Iteration 7Q: 3 clusters Score -1563863 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1564091.250000 Penalty: 4707.946777
	Iteration 8Q: 3 clusters Score -1564091 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1564318.125000 Penalty: 4707.946777
	Iteration 9Q: 3 clusters Score -1564318 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1564592.250000 Penalty: 4707.946777
	Iteration 10Q: 3 clusters Score -1564592 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1564898.625000 Penalty: 4707.946777
	Iteration 11Q: 3 clusters Score -1564899 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1565199.500000 Penalty: 4707.946777
	Iteration 12Q: 3 clusters Score -1565200 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1565494.875000 Penalty: 4707.946777
	Iteration 13Q: 3 clusters Score -1565495 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1565692.500000 Penalty: 4707.946777
	Iteration 14Q: 3 clusters Score -1565692 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1565819.750000 Penalty: 4707.946777
	Iteration 15Q: 3 clusters Score -1565820 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1565922.750000 Penalty: 4707.946777
	Iteration 16Q: 3 clusters Score -1565923 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1565993.625000 Penalty: 4707.946777
	Iteration 17Q: 3 clusters Score -1565994 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1566055.250000 Penalty: 4707.946777
	Iteration 18Q: 3 clusters Score -1566055 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1566091.750000 Penalty: 4707.946777
	Iteration 19Q: 3 clusters Score -1566092 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1566127.000000 Penalty: 4707.946777
	Iteration 20F: 3 clusters Score -1566127 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1566162.000000 Penalty: 4707.946777
	Iteration 21Q: 3 clusters Score -1566162 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1566191.375000 Penalty: 4707.946777
	Iteration 22Q: 3 clusters Score -1566191 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1566222.750000 Penalty: 4707.946777
	Iteration 23Q: 3 clusters Score -1566223 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1566248.125000 Penalty: 4707.946777
	Iteration 24Q: 3 clusters Score -1566248 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1566270.875000 Penalty: 4707.946777
	Iteration 25Q: 3 clusters Score -1566271 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1566305.750000 Penalty: 4707.946777
	Iteration 26Q: 3 clusters Score -1566306 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1566331.875000 Penalty: 4707.946777
	Iteration 27Q: 3 clusters Score -1566332 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1566354.625000 Penalty: 4707.946777
	Iteration 28Q: 3 clusters Score -1566355 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1566377.375000 Penalty: 4707.946777
	Iteration 29Q: 3 clusters Score -1566377 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1566403.750000 Penalty: 4707.946777
	Iteration 30Q: 3 clusters Score -1566404 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1566429.625000 Penalty: 4707.946777
	Iteration 31Q: 3 clusters Score -1566430 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1566456.875000 Penalty: 4707.946777
	Iteration 32Q: 3 clusters Score -1566457 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1566483.375000 Penalty: 4707.946777
	Iteration 33Q: 3 clusters Score -1566483 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1566515.375000 Penalty: 4707.946777
	Iteration 34Q: 3 clusters Score -1566515 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1566537.250000 Penalty: 4707.946777
	Iteration 35Q: 3 clusters Score -1566537 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1566565.000000 Penalty: 4707.946777
	Iteration 36Q: 3 clusters Score -1566565 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1566591.625000 Penalty: 4707.946777
	Iteration 37Q: 3 clusters Score -1566592 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1566615.500000 Penalty: 4707.946777
	Iteration 38Q: 3 clusters Score -1566616 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1566636.000000 Penalty: 4707.946777
	Iteration 39Q: 3 clusters Score -1566636 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1566654.125000 Penalty: 4707.946777
	Iteration 40F: 3 clusters Score -1566654 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1566663.125000 Penalty: 4707.946777
	Iteration 41Q: 3 clusters Score -1566663 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1566669.250000 Penalty: 4707.946777
	Iteration 42Q: 3 clusters Score -1566669 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1566686.625000 Penalty: 4707.946777
	Iteration 43Q: 3 clusters Score -1566687 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -1566694.750000 Penalty: 4707.946777
	Iteration 44Q: 3 clusters Score -1566695 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1566703.875000 Penalty: 4707.946777
	Iteration 45Q: 3 clusters Score -1566704 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1566719.375000 Penalty: 4707.946777
	Iteration 46Q: 3 clusters Score -1566719 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1566726.875000 Penalty: 4707.946777
	Iteration 47Q: 3 clusters Score -1566727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1566735.500000 Penalty: 4707.946777
	Iteration 48Q: 3 clusters Score -1566736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -1566737.875000 Penalty: 4707.946777
	Iteration 49Q: 3 clusters Score -1566738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1566742.500000 Penalty: 4707.946777
	Iteration 50Q: 3 clusters Score -1566742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1566746.000000 Penalty: 4707.946777
	Iteration 51Q: 3 clusters Score -1566746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -1566750.750000 Penalty: 4707.946777
	Iteration 52Q: 3 clusters Score -1566751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1566752.625000 Penalty: 4707.946777
	Iteration 53Q: 3 clusters Score -1566753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -1566758.000000 Penalty: 4707.946777
	Iteration 54Q: 3 clusters Score -1566758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1566767.375000 Penalty: 4707.946777
	Iteration 55Q: 3 clusters Score -1566767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1566773.500000 Penalty: 4707.946777
	Iteration 56Q: 3 clusters Score -1566774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1566778.375000 Penalty: 4707.946777
	Iteration 57Q: 3 clusters Score -1566778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -1566786.625000 Penalty: 4707.946777
	Iteration 58Q: 3 clusters Score -1566787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1566786.125000 Penalty: 4707.946777
	Iteration 59Q: 3 clusters Score -1566786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1566789.125000 Penalty: 4707.946777
	Iteration 60F: 3 clusters Score -1566789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1566798.125000 Penalty: 4707.946777
	Iteration 61Q: 3 clusters Score -1566798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -1566804.500000 Penalty: 4707.946777
	Iteration 62Q: 3 clusters Score -1566804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1566802.625000 Penalty: 4707.946777
	Iteration 63Q: 3 clusters Score -1566803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1566806.625000 Penalty: 4707.946777
	Iteration 64Q: 3 clusters Score -1566807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -1566807.000000 Penalty: 4707.946777
	Iteration 65Q: 3 clusters Score -1566807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1566810.250000 Penalty: 4707.946777
	Iteration 66Q: 3 clusters Score -1566810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1566815.125000 Penalty: 4707.946777
	Iteration 67Q: 3 clusters Score -1566815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1566815.875000 Penalty: 4707.946777
	Iteration 68Q: 3 clusters Score -1566816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -1566814.875000 Penalty: 4707.946777
	Iteration 69Q: 3 clusters Score -1566815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1566816.500000 Penalty: 4707.946777
	Iteration 70Q: 3 clusters Score -1566816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1566816.750000 Penalty: 4707.946777
	Iteration 71Q: 3 clusters Score -1566817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1566818.625000 Penalty: 4707.946777
	Iteration 72Q: 3 clusters Score -1566819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -1566817.625000 Penalty: 4707.946777
	Iteration 73Q: 3 clusters Score -1566818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -1566820.250000 Penalty: 4707.946777
	Iteration 74Q: 3 clusters Score -1566820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1566818.375000 Penalty: 4707.946777
	Iteration 75Q: 3 clusters Score -1566818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1566822.250000 Penalty: 4707.946777
	Iteration 76Q: 3 clusters Score -1566822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1566821.000000 Penalty: 4707.946777
	Iteration 77Q: 3 clusters Score -1566821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1566820.250000 Penalty: 4707.946777
	Iteration 78Q: 3 clusters Score -1566820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1566820.250000 Penalty: 4707.946777
	Iteration 79F: 3 clusters Score -1566820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (127478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127478 members 
Entering Unmasked Estep 
Score: -15523180.000000 Penalty: 2915.413330
	Iteration 0F: 2 clusters Score -1.552318e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63924 members 
Mstep: Class 2 contains 63554 members 
Entering Unmasked Estep 
Score: -15437564.000000 Penalty: 5830.826660
	Iteration 0F: 3 clusters Score -1.543756e+07 nChanged 60704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66970 members 
Mstep: Class 2 contains 60508 members 
Entering Unmasked Estep 
Score: -15472540.000000 Penalty: 5830.826660
	Iteration 1F: 3 clusters Score -1.547254e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68970 members 
Mstep: Class 2 contains 58508 members 
Entering Unmasked Estep 
Score: -15473348.000000 Penalty: 5830.826660
	Iteration 2Q: 3 clusters Score -1.547335e+07 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72202 members 
Mstep: Class 2 contains 55276 members 
Entering Unmasked Estep 
Score: -15474719.000000 Penalty: 5830.826660
	Iteration 3Q: 3 clusters Score -1.547472e+07 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77111 members 
Mstep: Class 2 contains 50367 members 
Entering Unmasked Estep 
Score: -15477085.000000 Penalty: 5830.826660
	Iteration 4Q: 3 clusters Score -1.547708e+07 nChanged 7469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84164 members 
Mstep: Class 2 contains 43314 members 
Entering Unmasked Estep 
Score: -15481246.000000 Penalty: 5830.826660
	Iteration 5F: 3 clusters Score -1.548125e+07 nChanged 9818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93698 members 
Mstep: Class 2 contains 33780 members 
Entering Unmasked Estep 
Score: -15488543.000000 Penalty: 5830.826660
	Iteration 6F: 3 clusters Score -1.548854e+07 nChanged 11461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104963 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -15499144.000000 Penalty: 5830.826660
	Iteration 7F: 3 clusters Score -1.549914e+07 nChanged 10340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115157 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -15509385.000000 Penalty: 5830.826660
	Iteration 8F: 3 clusters Score -1.550938e+07 nChanged 6719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121824 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -15515875.000000 Penalty: 5830.826660
	Iteration 9F: 3 clusters Score -1.551588e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125065 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -15518849.000000 Penalty: 5830.826660
	Iteration 10Q: 3 clusters Score -1.551885e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126336 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -15519809.000000 Penalty: 5830.826660
	Iteration 11Q: 3 clusters Score -1.551981e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126797 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -15520158.000000 Penalty: 5830.826660
	Iteration 12Q: 3 clusters Score -1.552016e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126977 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -15520354.000000 Penalty: 5830.826660
	Iteration 13Q: 3 clusters Score -1.552035e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127059 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -15520434.000000 Penalty: 5830.826660
	Iteration 14Q: 3 clusters Score -1.552043e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127099 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -15520489.000000 Penalty: 5830.826660
	Iteration 15Q: 3 clusters Score -1.552049e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127122 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -15520513.000000 Penalty: 5830.826660
	Iteration 16Q: 3 clusters Score -1.552051e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127134 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -15520534.000000 Penalty: 5830.826660
	Iteration 17Q: 3 clusters Score -1.552053e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127144 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -15520539.000000 Penalty: 5830.826660
	Iteration 18Q: 3 clusters Score -1.552054e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127151 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -15520570.000000 Penalty: 5830.826660
	Iteration 19Q: 3 clusters Score -1.552057e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127156 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -15520599.000000 Penalty: 5830.826660
	Iteration 20F: 3 clusters Score -1.55206e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127157 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -15520609.000000 Penalty: 5830.826660
	Iteration 21Q: 3 clusters Score -1.552061e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127161 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -15520620.000000 Penalty: 5830.826660
	Iteration 22Q: 3 clusters Score -1.552062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127163 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -15520616.000000 Penalty: 5830.826660
	Iteration 23Q: 3 clusters Score -1.552062e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127162 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -15520616.000000 Penalty: 5830.826660
	Iteration 24Q: 3 clusters Score -1.552062e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127161 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -15520613.000000 Penalty: 5830.826660
	Iteration 25Q: 3 clusters Score -1.552061e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127161 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -15520613.000000 Penalty: 5830.826660
	Iteration 26F: 3 clusters Score -1.552061e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Entering Unmasked Estep 
Score: -1520976.000000 Penalty: 2341.322510
	Iteration 0F: 2 clusters Score -1520976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1511730.875000 Penalty: 4682.645020
	Iteration 0F: 3 clusters Score -1511731 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1514689.375000 Penalty: 4682.645020
	Iteration 1F: 3 clusters Score -1514689 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1515206.750000 Penalty: 4682.645020
	Iteration 2F: 3 clusters Score -1515207 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1515781.250000 Penalty: 4682.645020
	Iteration 3F: 3 clusters Score -1515781 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1516407.750000 Penalty: 4682.645020
	Iteration 4F: 3 clusters Score -1516408 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1517013.375000 Penalty: 4682.645020
	Iteration 5F: 3 clusters Score -1517013 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1517550.750000 Penalty: 4682.645020
	Iteration 6F: 3 clusters Score -1517551 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1517897.125000 Penalty: 4682.645020
	Iteration 7Q: 3 clusters Score -1517897 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1518124.750000 Penalty: 4682.645020
	Iteration 8Q: 3 clusters Score -1518125 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1518285.125000 Penalty: 4682.645020
	Iteration 9Q: 3 clusters Score -1518285 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1518381.000000 Penalty: 4682.645020
	Iteration 10Q: 3 clusters Score -1518381 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1518461.500000 Penalty: 4682.645020
	Iteration 11Q: 3 clusters Score -1518462 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1518518.500000 Penalty: 4682.645020
	Iteration 12Q: 3 clusters Score -1518518 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1518545.375000 Penalty: 4682.645020
	Iteration 13Q: 3 clusters Score -1518545 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1518573.250000 Penalty: 4682.645020
	Iteration 14Q: 3 clusters Score -1518573 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1518598.250000 Penalty: 4682.645020
	Iteration 15Q: 3 clusters Score -1518598 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1518626.375000 Penalty: 4682.645020
	Iteration 16Q: 3 clusters Score -1518626 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1518641.250000 Penalty: 4682.645020
	Iteration 17Q: 3 clusters Score -1518641 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1518658.750000 Penalty: 4682.645020
	Iteration 18Q: 3 clusters Score -1518659 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1518679.875000 Penalty: 4682.645020
	Iteration 19Q: 3 clusters Score -1518680 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1518702.625000 Penalty: 4682.645020
	Iteration 20F: 3 clusters Score -1518703 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1518720.875000 Penalty: 4682.645020
	Iteration 21Q: 3 clusters Score -1518721 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1518743.500000 Penalty: 4682.645020
	Iteration 22Q: 3 clusters Score -1518744 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1518765.250000 Penalty: 4682.645020
	Iteration 23Q: 3 clusters Score -1518765 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1518791.375000 Penalty: 4682.645020
	Iteration 24Q: 3 clusters Score -1518791 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1518822.375000 Penalty: 4682.645020
	Iteration 25Q: 3 clusters Score -1518822 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1518843.500000 Penalty: 4682.645020
	Iteration 26Q: 3 clusters Score -1518844 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1518866.375000 Penalty: 4682.645020
	Iteration 27Q: 3 clusters Score -1518866 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1518891.625000 Penalty: 4682.645020
	Iteration 28Q: 3 clusters Score -1518892 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1518923.750000 Penalty: 4682.645020
	Iteration 29Q: 3 clusters Score -1518924 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1518948.500000 Penalty: 4682.645020
	Iteration 30Q: 3 clusters Score -1518948 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1518971.500000 Penalty: 4682.645020
	Iteration 31Q: 3 clusters Score -1518972 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1518989.375000 Penalty: 4682.645020
	Iteration 32Q: 3 clusters Score -1518989 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1519007.750000 Penalty: 4682.645020
	Iteration 33Q: 3 clusters Score -1519008 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1519025.625000 Penalty: 4682.645020
	Iteration 34Q: 3 clusters Score -1519026 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1519041.500000 Penalty: 4682.645020
	Iteration 35Q: 3 clusters Score -1519042 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1519056.000000 Penalty: 4682.645020
	Iteration 36Q: 3 clusters Score -1519056 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1519073.125000 Penalty: 4682.645020
	Iteration 37Q: 3 clusters Score -1519073 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1519087.500000 Penalty: 4682.645020
	Iteration 38Q: 3 clusters Score -1519088 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1519099.750000 Penalty: 4682.645020
	Iteration 39Q: 3 clusters Score -1519100 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1519111.625000 Penalty: 4682.645020
	Iteration 40F: 3 clusters Score -1519112 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1519128.500000 Penalty: 4682.645020
	Iteration 41Q: 3 clusters Score -1519128 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1519133.750000 Penalty: 4682.645020
	Iteration 42Q: 3 clusters Score -1519134 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1519142.375000 Penalty: 4682.645020
	Iteration 43Q: 3 clusters Score -1519142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1519150.000000 Penalty: 4682.645020
	Iteration 44Q: 3 clusters Score -1519150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1519156.500000 Penalty: 4682.645020
	Iteration 45Q: 3 clusters Score -1519156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1519164.500000 Penalty: 4682.645020
	Iteration 46Q: 3 clusters Score -1519164 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1519166.625000 Penalty: 4682.645020
	Iteration 47Q: 3 clusters Score -1519167 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1519179.000000 Penalty: 4682.645020
	Iteration 48Q: 3 clusters Score -1519179 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1519184.625000 Penalty: 4682.645020
	Iteration 49Q: 3 clusters Score -1519185 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1519189.250000 Penalty: 4682.645020
	Iteration 50Q: 3 clusters Score -1519189 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1519195.125000 Penalty: 4682.645020
	Iteration 51Q: 3 clusters Score -1519195 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1519201.000000 Penalty: 4682.645020
	Iteration 52Q: 3 clusters Score -1519201 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1519218.125000 Penalty: 4682.645020
	Iteration 53Q: 3 clusters Score -1519218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1519225.625000 Penalty: 4682.645020
	Iteration 54Q: 3 clusters Score -1519226 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1519236.750000 Penalty: 4682.645020
	Iteration 55Q: 3 clusters Score -1519237 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1519252.500000 Penalty: 4682.645020
	Iteration 56Q: 3 clusters Score -1519252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1519252.750000 Penalty: 4682.645020
	Iteration 57Q: 3 clusters Score -1519253 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1519259.875000 Penalty: 4682.645020
	Iteration 58Q: 3 clusters Score -1519260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1519262.000000 Penalty: 4682.645020
	Iteration 59Q: 3 clusters Score -1519262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1519269.125000 Penalty: 4682.645020
	Iteration 60F: 3 clusters Score -1519269 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1519272.750000 Penalty: 4682.645020
	Iteration 61Q: 3 clusters Score -1519273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1519281.125000 Penalty: 4682.645020
	Iteration 62Q: 3 clusters Score -1519281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1519286.375000 Penalty: 4682.645020
	Iteration 63Q: 3 clusters Score -1519286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1519289.875000 Penalty: 4682.645020
	Iteration 64Q: 3 clusters Score -1519290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1519292.875000 Penalty: 4682.645020
	Iteration 65Q: 3 clusters Score -1519293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1519292.875000 Penalty: 4682.645020
	Iteration 66Q: 3 clusters Score -1519293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1519297.000000 Penalty: 4682.645020
	Iteration 67Q: 3 clusters Score -1519297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1519298.500000 Penalty: 4682.645020
	Iteration 68Q: 3 clusters Score -1519298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1519292.875000 Penalty: 4682.645020
	Iteration 69Q: 3 clusters Score -1519293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1519298.125000 Penalty: 4682.645020
	Iteration 70Q: 3 clusters Score -1519298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1519305.250000 Penalty: 4682.645020
	Iteration 71Q: 3 clusters Score -1519305 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1519310.375000 Penalty: 4682.645020
	Iteration 72Q: 3 clusters Score -1519310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1519313.750000 Penalty: 4682.645020
	Iteration 73Q: 3 clusters Score -1519314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1519318.625000 Penalty: 4682.645020
	Iteration 74Q: 3 clusters Score -1519319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1519320.000000 Penalty: 4682.645020
	Iteration 75Q: 3 clusters Score -1519320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1519320.000000 Penalty: 4682.645020
	Iteration 76Q: 3 clusters Score -1519320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1519320.000000 Penalty: 4682.645020
	Iteration 77F: 3 clusters Score -1519320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (201944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201944 members 
Entering Unmasked Estep 
Score: -24834544.000000 Penalty: 3029.504883
	Iteration 0F: 2 clusters Score -2.483454e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100911 members 
Mstep: Class 2 contains 101033 members 
Entering Unmasked Estep 
Score: -24701580.000000 Penalty: 6059.009766
	Iteration 0F: 3 clusters Score -2.470158e+07 nChanged 97506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99265 members 
Mstep: Class 2 contains 102679 members 
Entering Unmasked Estep 
Score: -24758822.000000 Penalty: 6059.009766
	Iteration 1F: 3 clusters Score -2.475882e+07 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98044 members 
Mstep: Class 2 contains 103900 members 
Entering Unmasked Estep 
Score: -24760128.000000 Penalty: 6059.009766
	Iteration 2Q: 3 clusters Score -2.476013e+07 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96248 members 
Mstep: Class 2 contains 105696 members 
Entering Unmasked Estep 
Score: -24761866.000000 Penalty: 6059.009766
	Iteration 3Q: 3 clusters Score -2.476187e+07 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93869 members 
Mstep: Class 2 contains 108075 members 
Entering Unmasked Estep 
Score: -24764678.000000 Penalty: 6059.009766
	Iteration 4Q: 3 clusters Score -2.476468e+07 nChanged 7764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90899 members 
Mstep: Class 2 contains 111045 members 
Entering Unmasked Estep 
Score: -24768730.000000 Penalty: 6059.009766
	Iteration 5Q: 3 clusters Score -2.476873e+07 nChanged 8973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87632 members 
Mstep: Class 2 contains 114312 members 
Entering Unmasked Estep 
Score: -24774036.000000 Penalty: 6059.009766
	Iteration 6Q: 3 clusters Score -2.477404e+07 nChanged 10554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84482 members 
Mstep: Class 2 contains 117462 members 
Entering Unmasked Estep 
Score: -24781092.000000 Penalty: 6059.009766
	Iteration 7F: 3 clusters Score -2.478109e+07 nChanged 12146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82566 members 
Mstep: Class 2 contains 119378 members 
Entering Unmasked Estep 
Score: -24790018.000000 Penalty: 6059.009766
	Iteration 8F: 3 clusters Score -2.479002e+07 nChanged 13724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82762 members 
Mstep: Class 2 contains 119182 members 
Entering Unmasked Estep 
Score: -24801234.000000 Penalty: 6059.009766
	Iteration 9F: 3 clusters Score -2.480123e+07 nChanged 13938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84740 members 
Mstep: Class 2 contains 117204 members 
Entering Unmasked Estep 
Score: -24811756.000000 Penalty: 6059.009766
	Iteration 10F: 3 clusters Score -2.481176e+07 nChanged 11453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87125 members 
Mstep: Class 2 contains 114819 members 
Entering Unmasked Estep 
Score: -24818362.000000 Penalty: 6059.009766
	Iteration 11F: 3 clusters Score -2.481836e+07 nChanged 7458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89017 members 
Mstep: Class 2 contains 112927 members 
Entering Unmasked Estep 
Score: -24821246.000000 Penalty: 6059.009766
	Iteration 12Q: 3 clusters Score -2.482125e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90509 members 
Mstep: Class 2 contains 111435 members 
Entering Unmasked Estep 
Score: -24822686.000000 Penalty: 6059.009766
	Iteration 13Q: 3 clusters Score -2.482269e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91935 members 
Mstep: Class 2 contains 110009 members 
Entering Unmasked Estep 
Score: -24823876.000000 Penalty: 6059.009766
	Iteration 14Q: 3 clusters Score -2.482388e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93190 members 
Mstep: Class 2 contains 108754 members 
Entering Unmasked Estep 
Score: -24824674.000000 Penalty: 6059.009766
	Iteration 15Q: 3 clusters Score -2.482467e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94407 members 
Mstep: Class 2 contains 107537 members 
Entering Unmasked Estep 
Score: -24825434.000000 Penalty: 6059.009766
	Iteration 16Q: 3 clusters Score -2.482543e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95460 members 
Mstep: Class 2 contains 106484 members 
Entering Unmasked Estep 
Score: -24825996.000000 Penalty: 6059.009766
	Iteration 17Q: 3 clusters Score -2.4826e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96450 members 
Mstep: Class 2 contains 105494 members 
Entering Unmasked Estep 
Score: -24826302.000000 Penalty: 6059.009766
	Iteration 18Q: 3 clusters Score -2.48263e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97365 members 
Mstep: Class 2 contains 104579 members 
Entering Unmasked Estep 
Score: -24826660.000000 Penalty: 6059.009766
	Iteration 19Q: 3 clusters Score -2.482666e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98225 members 
Mstep: Class 2 contains 103719 members 
Entering Unmasked Estep 
Score: -24826854.000000 Penalty: 6059.009766
	Iteration 20F: 3 clusters Score -2.482685e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99002 members 
Mstep: Class 2 contains 102942 members 
Entering Unmasked Estep 
Score: -24827062.000000 Penalty: 6059.009766
	Iteration 21Q: 3 clusters Score -2.482706e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99744 members 
Mstep: Class 2 contains 102200 members 
Entering Unmasked Estep 
Score: -24827134.000000 Penalty: 6059.009766
	Iteration 22Q: 3 clusters Score -2.482713e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100476 members 
Mstep: Class 2 contains 101468 members 
Entering Unmasked Estep 
Score: -24827250.000000 Penalty: 6059.009766
	Iteration 23Q: 3 clusters Score -2.482725e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101159 members 
Mstep: Class 2 contains 100785 members 
Entering Unmasked Estep 
Score: -24827346.000000 Penalty: 6059.009766
	Iteration 24Q: 3 clusters Score -2.482735e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101751 members 
Mstep: Class 2 contains 100193 members 
Entering Unmasked Estep 
Score: -24827396.000000 Penalty: 6059.009766
	Iteration 25Q: 3 clusters Score -2.48274e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102343 members 
Mstep: Class 2 contains 99601 members 
Entering Unmasked Estep 
Score: -24827432.000000 Penalty: 6059.009766
	Iteration 26Q: 3 clusters Score -2.482743e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102964 members 
Mstep: Class 2 contains 98980 members 
Entering Unmasked Estep 
Score: -24827504.000000 Penalty: 6059.009766
	Iteration 27Q: 3 clusters Score -2.48275e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103560 members 
Mstep: Class 2 contains 98384 members 
Entering Unmasked Estep 
Score: -24827518.000000 Penalty: 6059.009766
	Iteration 28Q: 3 clusters Score -2.482752e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104117 members 
Mstep: Class 2 contains 97827 members 
Entering Unmasked Estep 
Score: -24827612.000000 Penalty: 6059.009766
	Iteration 29Q: 3 clusters Score -2.482761e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104633 members 
Mstep: Class 2 contains 97311 members 
Entering Unmasked Estep 
Score: -24827670.000000 Penalty: 6059.009766
	Iteration 30Q: 3 clusters Score -2.482767e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105218 members 
Mstep: Class 2 contains 96726 members 
Entering Unmasked Estep 
Score: -24827706.000000 Penalty: 6059.009766
	Iteration 31Q: 3 clusters Score -2.482771e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105736 members 
Mstep: Class 2 contains 96208 members 
Entering Unmasked Estep 
Score: -24827756.000000 Penalty: 6059.009766
	Iteration 32Q: 3 clusters Score -2.482776e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106259 members 
Mstep: Class 2 contains 95685 members 
Entering Unmasked Estep 
Score: -24827802.000000 Penalty: 6059.009766
	Iteration 33Q: 3 clusters Score -2.48278e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106729 members 
Mstep: Class 2 contains 95215 members 
Entering Unmasked Estep 
Score: -24827878.000000 Penalty: 6059.009766
	Iteration 34Q: 3 clusters Score -2.482788e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107172 members 
Mstep: Class 2 contains 94772 members 
Entering Unmasked Estep 
Score: -24827942.000000 Penalty: 6059.009766
	Iteration 35Q: 3 clusters Score -2.482794e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107596 members 
Mstep: Class 2 contains 94348 members 
Entering Unmasked Estep 
Score: -24827940.000000 Penalty: 6059.009766
	Iteration 36Q: 3 clusters Score -2.482794e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107989 members 
Mstep: Class 2 contains 93955 members 
Entering Unmasked Estep 
Score: -24827982.000000 Penalty: 6059.009766
	Iteration 37Q: 3 clusters Score -2.482798e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108367 members 
Mstep: Class 2 contains 93577 members 
Entering Unmasked Estep 
Score: -24828018.000000 Penalty: 6059.009766
	Iteration 38Q: 3 clusters Score -2.482802e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108749 members 
Mstep: Class 2 contains 93195 members 
Entering Unmasked Estep 
Score: -24828104.000000 Penalty: 6059.009766
	Iteration 39Q: 3 clusters Score -2.48281e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109133 members 
Mstep: Class 2 contains 92811 members 
Entering Unmasked Estep 
Score: -24828170.000000 Penalty: 6059.009766
	Iteration 40F: 3 clusters Score -2.482817e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109529 members 
Mstep: Class 2 contains 92415 members 
Entering Unmasked Estep 
Score: -24828156.000000 Penalty: 6059.009766
	Iteration 41Q: 3 clusters Score -2.482816e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109918 members 
Mstep: Class 2 contains 92026 members 
Entering Unmasked Estep 
Score: -24828176.000000 Penalty: 6059.009766
	Iteration 42Q: 3 clusters Score -2.482818e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110291 members 
Mstep: Class 2 contains 91653 members 
Entering Unmasked Estep 
Score: -24828188.000000 Penalty: 6059.009766
	Iteration 43Q: 3 clusters Score -2.482819e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110677 members 
Mstep: Class 2 contains 91267 members 
Entering Unmasked Estep 
Score: -24828204.000000 Penalty: 6059.009766
	Iteration 44Q: 3 clusters Score -2.48282e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111085 members 
Mstep: Class 2 contains 90859 members 
Entering Unmasked Estep 
Score: -24828270.000000 Penalty: 6059.009766
	Iteration 45Q: 3 clusters Score -2.482827e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111489 members 
Mstep: Class 2 contains 90455 members 
Entering Unmasked Estep 
Score: -24828210.000000 Penalty: 6059.009766
	Iteration 46Q: 3 clusters Score -2.482821e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111894 members 
Mstep: Class 2 contains 90050 members 
Entering Unmasked Estep 
Score: -24828240.000000 Penalty: 6059.009766
	Iteration 47Q: 3 clusters Score -2.482824e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112309 members 
Mstep: Class 2 contains 89635 members 
Entering Unmasked Estep 
Score: -24828318.000000 Penalty: 6059.009766
	Iteration 48Q: 3 clusters Score -2.482832e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112711 members 
Mstep: Class 2 contains 89233 members 
Entering Unmasked Estep 
Score: -24828260.000000 Penalty: 6059.009766
	Iteration 49Q: 3 clusters Score -2.482826e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113106 members 
Mstep: Class 2 contains 88838 members 
Entering Unmasked Estep 
Score: -24828286.000000 Penalty: 6059.009766
	Iteration 50Q: 3 clusters Score -2.482829e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113483 members 
Mstep: Class 2 contains 88461 members 
Entering Unmasked Estep 
Score: -24828286.000000 Penalty: 6059.009766
	Iteration 51Q: 3 clusters Score -2.482829e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113854 members 
Mstep: Class 2 contains 88090 members 
Entering Unmasked Estep 
Score: -24828322.000000 Penalty: 6059.009766
	Iteration 52Q: 3 clusters Score -2.482832e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114263 members 
Mstep: Class 2 contains 87681 members 
Entering Unmasked Estep 
Score: -24828370.000000 Penalty: 6059.009766
	Iteration 53Q: 3 clusters Score -2.482837e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114633 members 
Mstep: Class 2 contains 87311 members 
Entering Unmasked Estep 
Score: -24828454.000000 Penalty: 6059.009766
	Iteration 54Q: 3 clusters Score -2.482845e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115009 members 
Mstep: Class 2 contains 86935 members 
Entering Unmasked Estep 
Score: -24828452.000000 Penalty: 6059.009766
	Iteration 55Q: 3 clusters Score -2.482845e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115405 members 
Mstep: Class 2 contains 86539 members 
Entering Unmasked Estep 
Score: -24828470.000000 Penalty: 6059.009766
	Iteration 56Q: 3 clusters Score -2.482847e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115796 members 
Mstep: Class 2 contains 86148 members 
Entering Unmasked Estep 
Score: -24828492.000000 Penalty: 6059.009766
	Iteration 57Q: 3 clusters Score -2.482849e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116212 members 
Mstep: Class 2 contains 85732 members 
Entering Unmasked Estep 
Score: -24828468.000000 Penalty: 6059.009766
	Iteration 58Q: 3 clusters Score -2.482847e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116613 members 
Mstep: Class 2 contains 85331 members 
Entering Unmasked Estep 
Score: -24828462.000000 Penalty: 6059.009766
	Iteration 59Q: 3 clusters Score -2.482846e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117026 members 
Mstep: Class 2 contains 84918 members 
Entering Unmasked Estep 
Score: -24828486.000000 Penalty: 6059.009766
	Iteration 60F: 3 clusters Score -2.482849e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117464 members 
Mstep: Class 2 contains 84480 members 
Entering Unmasked Estep 
Score: -24828508.000000 Penalty: 6059.009766
	Iteration 61Q: 3 clusters Score -2.482851e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117863 members 
Mstep: Class 2 contains 84081 members 
Entering Unmasked Estep 
Score: -24828598.000000 Penalty: 6059.009766
	Iteration 62Q: 3 clusters Score -2.48286e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118256 members 
Mstep: Class 2 contains 83688 members 
Entering Unmasked Estep 
Score: -24828560.000000 Penalty: 6059.009766
	Iteration 63Q: 3 clusters Score -2.482856e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118674 members 
Mstep: Class 2 contains 83270 members 
Entering Unmasked Estep 
Score: -24828560.000000 Penalty: 6059.009766
	Iteration 64Q: 3 clusters Score -2.482856e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119107 members 
Mstep: Class 2 contains 82837 members 
Entering Unmasked Estep 
Score: -24828530.000000 Penalty: 6059.009766
	Iteration 65Q: 3 clusters Score -2.482853e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119553 members 
Mstep: Class 2 contains 82391 members 
Entering Unmasked Estep 
Score: -24828554.000000 Penalty: 6059.009766
	Iteration 66Q: 3 clusters Score -2.482855e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120010 members 
Mstep: Class 2 contains 81934 members 
Entering Unmasked Estep 
Score: -24828548.000000 Penalty: 6059.009766
	Iteration 67Q: 3 clusters Score -2.482855e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120466 members 
Mstep: Class 2 contains 81478 members 
Entering Unmasked Estep 
Score: -24828558.000000 Penalty: 6059.009766
	Iteration 68Q: 3 clusters Score -2.482856e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120941 members 
Mstep: Class 2 contains 81003 members 
Entering Unmasked Estep 
Score: -24828618.000000 Penalty: 6059.009766
	Iteration 69Q: 3 clusters Score -2.482862e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121453 members 
Mstep: Class 2 contains 80491 members 
Entering Unmasked Estep 
Score: -24828684.000000 Penalty: 6059.009766
	Iteration 70Q: 3 clusters Score -2.482868e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121960 members 
Mstep: Class 2 contains 79984 members 
Entering Unmasked Estep 
Score: -24828766.000000 Penalty: 6059.009766
	Iteration 71Q: 3 clusters Score -2.482877e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122506 members 
Mstep: Class 2 contains 79438 members 
Entering Unmasked Estep 
Score: -24828832.000000 Penalty: 6059.009766
	Iteration 72Q: 3 clusters Score -2.482883e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123066 members 
Mstep: Class 2 contains 78878 members 
Entering Unmasked Estep 
Score: -24828904.000000 Penalty: 6059.009766
	Iteration 73Q: 3 clusters Score -2.48289e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123645 members 
Mstep: Class 2 contains 78299 members 
Entering Unmasked Estep 
Score: -24828960.000000 Penalty: 6059.009766
	Iteration 74Q: 3 clusters Score -2.482896e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124208 members 
Mstep: Class 2 contains 77736 members 
Entering Unmasked Estep 
Score: -24828972.000000 Penalty: 6059.009766
	Iteration 75Q: 3 clusters Score -2.482897e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124739 members 
Mstep: Class 2 contains 77205 members 
Entering Unmasked Estep 
Score: -24829020.000000 Penalty: 6059.009766
	Iteration 76Q: 3 clusters Score -2.482902e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125306 members 
Mstep: Class 2 contains 76638 members 
Entering Unmasked Estep 
Score: -24829058.000000 Penalty: 6059.009766
	Iteration 77Q: 3 clusters Score -2.482906e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125900 members 
Mstep: Class 2 contains 76044 members 
Entering Unmasked Estep 
Score: -24829116.000000 Penalty: 6059.009766
	Iteration 78Q: 3 clusters Score -2.482912e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126526 members 
Mstep: Class 2 contains 75418 members 
Entering Unmasked Estep 
Score: -24829130.000000 Penalty: 6059.009766
	Iteration 79Q: 3 clusters Score -2.482913e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127157 members 
Mstep: Class 2 contains 74787 members 
Entering Unmasked Estep 
Score: -24829240.000000 Penalty: 6059.009766
	Iteration 80F: 3 clusters Score -2.482924e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127804 members 
Mstep: Class 2 contains 74140 members 
Entering Unmasked Estep 
Score: -24829312.000000 Penalty: 6059.009766
	Iteration 81Q: 3 clusters Score -2.482931e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128513 members 
Mstep: Class 2 contains 73431 members 
Entering Unmasked Estep 
Score: -24829338.000000 Penalty: 6059.009766
	Iteration 82Q: 3 clusters Score -2.482934e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129201 members 
Mstep: Class 2 contains 72743 members 
Entering Unmasked Estep 
Score: -24829320.000000 Penalty: 6059.009766
	Iteration 83Q: 3 clusters Score -2.482932e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129885 members 
Mstep: Class 2 contains 72059 members 
Entering Unmasked Estep 
Score: -24829350.000000 Penalty: 6059.009766
	Iteration 84Q: 3 clusters Score -2.482935e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130566 members 
Mstep: Class 2 contains 71378 members 
Entering Unmasked Estep 
Score: -24829494.000000 Penalty: 6059.009766
	Iteration 85Q: 3 clusters Score -2.482949e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131238 members 
Mstep: Class 2 contains 70706 members 
Entering Unmasked Estep 
Score: -24829606.000000 Penalty: 6059.009766
	Iteration 86Q: 3 clusters Score -2.482961e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131909 members 
Mstep: Class 2 contains 70035 members 
Entering Unmasked Estep 
Score: -24829676.000000 Penalty: 6059.009766
	Iteration 87Q: 3 clusters Score -2.482968e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132605 members 
Mstep: Class 2 contains 69339 members 
Entering Unmasked Estep 
Score: -24829722.000000 Penalty: 6059.009766
	Iteration 88Q: 3 clusters Score -2.482972e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133322 members 
Mstep: Class 2 contains 68622 members 
Entering Unmasked Estep 
Score: -24829854.000000 Penalty: 6059.009766
	Iteration 89Q: 3 clusters Score -2.482985e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134068 members 
Mstep: Class 2 contains 67876 members 
Entering Unmasked Estep 
Score: -24830014.000000 Penalty: 6059.009766
	Iteration 90Q: 3 clusters Score -2.483001e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134791 members 
Mstep: Class 2 contains 67153 members 
Entering Unmasked Estep 
Score: -24830078.000000 Penalty: 6059.009766
	Iteration 91Q: 3 clusters Score -2.483008e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135511 members 
Mstep: Class 2 contains 66433 members 
Entering Unmasked Estep 
Score: -24830092.000000 Penalty: 6059.009766
	Iteration 92Q: 3 clusters Score -2.483009e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136259 members 
Mstep: Class 2 contains 65685 members 
Entering Unmasked Estep 
Score: -24830158.000000 Penalty: 6059.009766
	Iteration 93Q: 3 clusters Score -2.483016e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136922 members 
Mstep: Class 2 contains 65022 members 
Entering Unmasked Estep 
Score: -24830262.000000 Penalty: 6059.009766
	Iteration 94Q: 3 clusters Score -2.483026e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137520 members 
Mstep: Class 2 contains 64424 members 
Entering Unmasked Estep 
Score: -24830292.000000 Penalty: 6059.009766
	Iteration 95Q: 3 clusters Score -2.483029e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138111 members 
Mstep: Class 2 contains 63833 members 
Entering Unmasked Estep 
Score: -24830350.000000 Penalty: 6059.009766
	Iteration 96Q: 3 clusters Score -2.483035e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138704 members 
Mstep: Class 2 contains 63240 members 
Entering Unmasked Estep 
Score: -24830374.000000 Penalty: 6059.009766
	Iteration 97Q: 3 clusters Score -2.483037e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139284 members 
Mstep: Class 2 contains 62660 members 
Entering Unmasked Estep 
Score: -24830432.000000 Penalty: 6059.009766
	Iteration 98Q: 3 clusters Score -2.483043e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139863 members 
Mstep: Class 2 contains 62081 members 
Entering Unmasked Estep 
Score: -24830450.000000 Penalty: 6059.009766
	Iteration 99Q: 3 clusters Score -2.483045e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140475 members 
Mstep: Class 2 contains 61469 members 
Entering Unmasked Estep 
Score: -24830432.000000 Penalty: 6059.009766
	Iteration 100F: 3 clusters Score -2.483043e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141054 members 
Mstep: Class 2 contains 60890 members 
Entering Unmasked Estep 
Score: -24830436.000000 Penalty: 6059.009766
	Iteration 101Q: 3 clusters Score -2.483044e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141652 members 
Mstep: Class 2 contains 60292 members 
Entering Unmasked Estep 
Score: -24830582.000000 Penalty: 6059.009766
	Iteration 102Q: 3 clusters Score -2.483058e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142296 members 
Mstep: Class 2 contains 59648 members 
Entering Unmasked Estep 
Score: -24830518.000000 Penalty: 6059.009766
	Iteration 103Q: 3 clusters Score -2.483052e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142946 members 
Mstep: Class 2 contains 58998 members 
Entering Unmasked Estep 
Score: -24830680.000000 Penalty: 6059.009766
	Iteration 104Q: 3 clusters Score -2.483068e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143593 members 
Mstep: Class 2 contains 58351 members 
Entering Unmasked Estep 
Score: -24830782.000000 Penalty: 6059.009766
	Iteration 105Q: 3 clusters Score -2.483078e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144255 members 
Mstep: Class 2 contains 57689 members 
Entering Unmasked Estep 
Score: -24830870.000000 Penalty: 6059.009766
	Iteration 106Q: 3 clusters Score -2.483087e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144897 members 
Mstep: Class 2 contains 57047 members 
Entering Unmasked Estep 
Score: -24830894.000000 Penalty: 6059.009766
	Iteration 107Q: 3 clusters Score -2.483089e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145537 members 
Mstep: Class 2 contains 56407 members 
Entering Unmasked Estep 
Score: -24831036.000000 Penalty: 6059.009766
	Iteration 108Q: 3 clusters Score -2.483104e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146207 members 
Mstep: Class 2 contains 55737 members 
Entering Unmasked Estep 
Score: -24831080.000000 Penalty: 6059.009766
	Iteration 109Q: 3 clusters Score -2.483108e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146867 members 
Mstep: Class 2 contains 55077 members 
Entering Unmasked Estep 
Score: -24831102.000000 Penalty: 6059.009766
	Iteration 110Q: 3 clusters Score -2.48311e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147572 members 
Mstep: Class 2 contains 54372 members 
Entering Unmasked Estep 
Score: -24831178.000000 Penalty: 6059.009766
	Iteration 111Q: 3 clusters Score -2.483118e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148277 members 
Mstep: Class 2 contains 53667 members 
Entering Unmasked Estep 
Score: -24831184.000000 Penalty: 6059.009766
	Iteration 112Q: 3 clusters Score -2.483118e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149000 members 
Mstep: Class 2 contains 52944 members 
Entering Unmasked Estep 
Score: -24831262.000000 Penalty: 6059.009766
	Iteration 113Q: 3 clusters Score -2.483126e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149729 members 
Mstep: Class 2 contains 52215 members 
Entering Unmasked Estep 
Score: -24831326.000000 Penalty: 6059.009766
	Iteration 114Q: 3 clusters Score -2.483133e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150496 members 
Mstep: Class 2 contains 51448 members 
Entering Unmasked Estep 
Score: -24831382.000000 Penalty: 6059.009766
	Iteration 115Q: 3 clusters Score -2.483138e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151215 members 
Mstep: Class 2 contains 50729 members 
Entering Unmasked Estep 
Score: -24831414.000000 Penalty: 6059.009766
	Iteration 116Q: 3 clusters Score -2.483141e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151947 members 
Mstep: Class 2 contains 49997 members 
Entering Unmasked Estep 
Score: -24831460.000000 Penalty: 6059.009766
	Iteration 117Q: 3 clusters Score -2.483146e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152698 members 
Mstep: Class 2 contains 49246 members 
Entering Unmasked Estep 
Score: -24831490.000000 Penalty: 6059.009766
	Iteration 118Q: 3 clusters Score -2.483149e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153404 members 
Mstep: Class 2 contains 48540 members 
Entering Unmasked Estep 
Score: -24831582.000000 Penalty: 6059.009766
	Iteration 119Q: 3 clusters Score -2.483158e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154087 members 
Mstep: Class 2 contains 47857 members 
Entering Unmasked Estep 
Score: -24831648.000000 Penalty: 6059.009766
	Iteration 120F: 3 clusters Score -2.483165e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154764 members 
Mstep: Class 2 contains 47180 members 
Entering Unmasked Estep 
Score: -24831666.000000 Penalty: 6059.009766
	Iteration 121Q: 3 clusters Score -2.483167e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155425 members 
Mstep: Class 2 contains 46519 members 
Entering Unmasked Estep 
Score: -24831704.000000 Penalty: 6059.009766
	Iteration 122Q: 3 clusters Score -2.48317e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156094 members 
Mstep: Class 2 contains 45850 members 
Entering Unmasked Estep 
Score: -24831752.000000 Penalty: 6059.009766
	Iteration 123Q: 3 clusters Score -2.483175e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156750 members 
Mstep: Class 2 contains 45194 members 
Entering Unmasked Estep 
Score: -24831802.000000 Penalty: 6059.009766
	Iteration 124Q: 3 clusters Score -2.48318e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157411 members 
Mstep: Class 2 contains 44533 members 
Entering Unmasked Estep 
Score: -24831864.000000 Penalty: 6059.009766
	Iteration 125Q: 3 clusters Score -2.483186e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158053 members 
Mstep: Class 2 contains 43891 members 
Entering Unmasked Estep 
Score: -24832010.000000 Penalty: 6059.009766
	Iteration 126Q: 3 clusters Score -2.483201e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158733 members 
Mstep: Class 2 contains 43211 members 
Entering Unmasked Estep 
Score: -24832062.000000 Penalty: 6059.009766
	Iteration 127Q: 3 clusters Score -2.483206e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159465 members 
Mstep: Class 2 contains 42479 members 
Entering Unmasked Estep 
Score: -24832200.000000 Penalty: 6059.009766
	Iteration 128Q: 3 clusters Score -2.48322e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160180 members 
Mstep: Class 2 contains 41764 members 
Entering Unmasked Estep 
Score: -24832274.000000 Penalty: 6059.009766
	Iteration 129Q: 3 clusters Score -2.483227e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160932 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -24832352.000000 Penalty: 6059.009766
	Iteration 130Q: 3 clusters Score -2.483235e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161680 members 
Mstep: Class 2 contains 40264 members 
Entering Unmasked Estep 
Score: -24832366.000000 Penalty: 6059.009766
	Iteration 131Q: 3 clusters Score -2.483237e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162424 members 
Mstep: Class 2 contains 39520 members 
Entering Unmasked Estep 
Score: -24832420.000000 Penalty: 6059.009766
	Iteration 132Q: 3 clusters Score -2.483242e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163128 members 
Mstep: Class 2 contains 38816 members 
Entering Unmasked Estep 
Score: -24832518.000000 Penalty: 6059.009766
	Iteration 133Q: 3 clusters Score -2.483252e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163813 members 
Mstep: Class 2 contains 38131 members 
Entering Unmasked Estep 
Score: -24832550.000000 Penalty: 6059.009766
	Iteration 134Q: 3 clusters Score -2.483255e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164520 members 
Mstep: Class 2 contains 37424 members 
Entering Unmasked Estep 
Score: -24832734.000000 Penalty: 6059.009766
	Iteration 135Q: 3 clusters Score -2.483273e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165206 members 
Mstep: Class 2 contains 36738 members 
Entering Unmasked Estep 
Score: -24832756.000000 Penalty: 6059.009766
	Iteration 136Q: 3 clusters Score -2.483276e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165880 members 
Mstep: Class 2 contains 36064 members 
Entering Unmasked Estep 
Score: -24832808.000000 Penalty: 6059.009766
	Iteration 137Q: 3 clusters Score -2.483281e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166580 members 
Mstep: Class 2 contains 35364 members 
Entering Unmasked Estep 
Score: -24832878.000000 Penalty: 6059.009766
	Iteration 138Q: 3 clusters Score -2.483288e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167280 members 
Mstep: Class 2 contains 34664 members 
Entering Unmasked Estep 
Score: -24833006.000000 Penalty: 6059.009766
	Iteration 139Q: 3 clusters Score -2.483301e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167924 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -24833066.000000 Penalty: 6059.009766
	Iteration 140F: 3 clusters Score -2.483307e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168587 members 
Mstep: Class 2 contains 33357 members 
Entering Unmasked Estep 
Score: -24833128.000000 Penalty: 6059.009766
	Iteration 141Q: 3 clusters Score -2.483313e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169231 members 
Mstep: Class 2 contains 32713 members 
Entering Unmasked Estep 
Score: -24833152.000000 Penalty: 6059.009766
	Iteration 142Q: 3 clusters Score -2.483315e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169861 members 
Mstep: Class 2 contains 32083 members 
Entering Unmasked Estep 
Score: -24833194.000000 Penalty: 6059.009766
	Iteration 143Q: 3 clusters Score -2.483319e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170492 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -24833256.000000 Penalty: 6059.009766
	Iteration 144Q: 3 clusters Score -2.483326e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171072 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -24833236.000000 Penalty: 6059.009766
	Iteration 145Q: 3 clusters Score -2.483324e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171668 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -24833330.000000 Penalty: 6059.009766
	Iteration 146Q: 3 clusters Score -2.483333e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172324 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -24833276.000000 Penalty: 6059.009766
	Iteration 147Q: 3 clusters Score -2.483328e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172964 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -24833258.000000 Penalty: 6059.009766
	Iteration 148Q: 3 clusters Score -2.483326e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173637 members 
Mstep: Class 2 contains 28307 members 
Entering Unmasked Estep 
Score: -24833212.000000 Penalty: 6059.009766
	Iteration 149Q: 3 clusters Score -2.483321e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174334 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -24833198.000000 Penalty: 6059.009766
	Iteration 150Q: 3 clusters Score -2.48332e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175103 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -24833308.000000 Penalty: 6059.009766
	Iteration 151Q: 3 clusters Score -2.483331e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175824 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -24833446.000000 Penalty: 6059.009766
	Iteration 152Q: 3 clusters Score -2.483345e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176542 members 
Mstep: Class 2 contains 25402 members 
Entering Unmasked Estep 
Score: -24833526.000000 Penalty: 6059.009766
	Iteration 153Q: 3 clusters Score -2.483353e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177285 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -24833658.000000 Penalty: 6059.009766
	Iteration 154Q: 3 clusters Score -2.483366e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178024 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -24833696.000000 Penalty: 6059.009766
	Iteration 155Q: 3 clusters Score -2.48337e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178781 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -24833646.000000 Penalty: 6059.009766
	Iteration 156Q: 3 clusters Score -2.483365e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179530 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -24833620.000000 Penalty: 6059.009766
	Iteration 157Q: 3 clusters Score -2.483362e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180293 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -24833690.000000 Penalty: 6059.009766
	Iteration 158Q: 3 clusters Score -2.483369e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181002 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -24833612.000000 Penalty: 6059.009766
	Iteration 159Q: 3 clusters Score -2.483361e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181725 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -24833654.000000 Penalty: 6059.009766
	Iteration 160F: 3 clusters Score -2.483365e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182459 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -24833744.000000 Penalty: 6059.009766
	Iteration 161Q: 3 clusters Score -2.483374e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183173 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -24833756.000000 Penalty: 6059.009766
	Iteration 162Q: 3 clusters Score -2.483376e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183895 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -24833850.000000 Penalty: 6059.009766
	Iteration 163Q: 3 clusters Score -2.483385e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184579 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -24833896.000000 Penalty: 6059.009766
	Iteration 164Q: 3 clusters Score -2.48339e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185219 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -24833890.000000 Penalty: 6059.009766
	Iteration 165Q: 3 clusters Score -2.483389e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185813 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -24833978.000000 Penalty: 6059.009766
	Iteration 166Q: 3 clusters Score -2.483398e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186369 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -24833954.000000 Penalty: 6059.009766
	Iteration 167Q: 3 clusters Score -2.483395e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186925 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -24833996.000000 Penalty: 6059.009766
	Iteration 168Q: 3 clusters Score -2.4834e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187463 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -24833970.000000 Penalty: 6059.009766
	Iteration 169Q: 3 clusters Score -2.483397e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187979 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -24833948.000000 Penalty: 6059.009766
	Iteration 170Q: 3 clusters Score -2.483395e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188447 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -24833894.000000 Penalty: 6059.009766
	Iteration 171Q: 3 clusters Score -2.483389e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188949 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -24833852.000000 Penalty: 6059.009766
	Iteration 172Q: 3 clusters Score -2.483385e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189439 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -24833784.000000 Penalty: 6059.009766
	Iteration 173Q: 3 clusters Score -2.483378e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189901 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -24833772.000000 Penalty: 6059.009766
	Iteration 174Q: 3 clusters Score -2.483377e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190317 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -24833718.000000 Penalty: 6059.009766
	Iteration 175Q: 3 clusters Score -2.483372e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190709 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -24833702.000000 Penalty: 6059.009766
	Iteration 176Q: 3 clusters Score -2.48337e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191085 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -24833700.000000 Penalty: 6059.009766
	Iteration 177Q: 3 clusters Score -2.48337e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191467 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -24833720.000000 Penalty: 6059.009766
	Iteration 178Q: 3 clusters Score -2.483372e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191846 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -24833748.000000 Penalty: 6059.009766
	Iteration 179Q: 3 clusters Score -2.483375e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192206 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -24833772.000000 Penalty: 6059.009766
	Iteration 180F: 3 clusters Score -2.483377e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192543 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -24833704.000000 Penalty: 6059.009766
	Iteration 181Q: 3 clusters Score -2.48337e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192855 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -24833696.000000 Penalty: 6059.009766
	Iteration 182Q: 3 clusters Score -2.48337e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193138 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -24833692.000000 Penalty: 6059.009766
	Iteration 183Q: 3 clusters Score -2.483369e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193417 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -24833718.000000 Penalty: 6059.009766
	Iteration 184Q: 3 clusters Score -2.483372e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193713 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -24833770.000000 Penalty: 6059.009766
	Iteration 185Q: 3 clusters Score -2.483377e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193991 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -24833730.000000 Penalty: 6059.009766
	Iteration 186Q: 3 clusters Score -2.483373e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194233 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -24833760.000000 Penalty: 6059.009766
	Iteration 187Q: 3 clusters Score -2.483376e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194452 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -24833822.000000 Penalty: 6059.009766
	Iteration 188Q: 3 clusters Score -2.483382e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194640 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -24833802.000000 Penalty: 6059.009766
	Iteration 189Q: 3 clusters Score -2.48338e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194822 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -24833762.000000 Penalty: 6059.009766
	Iteration 190Q: 3 clusters Score -2.483376e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194961 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -24833784.000000 Penalty: 6059.009766
	Iteration 191Q: 3 clusters Score -2.483378e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195100 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -24833792.000000 Penalty: 6059.009766
	Iteration 192Q: 3 clusters Score -2.483379e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195240 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -24833714.000000 Penalty: 6059.009766
	Iteration 193Q: 3 clusters Score -2.483371e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195345 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -24833728.000000 Penalty: 6059.009766
	Iteration 194Q: 3 clusters Score -2.483373e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195441 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -24833760.000000 Penalty: 6059.009766
	Iteration 195Q: 3 clusters Score -2.483376e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195536 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -24833756.000000 Penalty: 6059.009766
	Iteration 196Q: 3 clusters Score -2.483376e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195625 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -24833744.000000 Penalty: 6059.009766
	Iteration 197Q: 3 clusters Score -2.483374e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195697 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -24833782.000000 Penalty: 6059.009766
	Iteration 198Q: 3 clusters Score -2.483378e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195782 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -24833764.000000 Penalty: 6059.009766
	Iteration 199Q: 3 clusters Score -2.483376e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195852 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -24833756.000000 Penalty: 6059.009766
	Iteration 200F: 3 clusters Score -2.483376e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195922 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -24833752.000000 Penalty: 6059.009766
	Iteration 201Q: 3 clusters Score -2.483375e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195995 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -24833748.000000 Penalty: 6059.009766
	Iteration 202Q: 3 clusters Score -2.483375e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196059 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -24833748.000000 Penalty: 6059.009766
	Iteration 203Q: 3 clusters Score -2.483375e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196115 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -24833764.000000 Penalty: 6059.009766
	Iteration 204Q: 3 clusters Score -2.483376e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196169 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -24833710.000000 Penalty: 6059.009766
	Iteration 205Q: 3 clusters Score -2.483371e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196230 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -24833738.000000 Penalty: 6059.009766
	Iteration 206Q: 3 clusters Score -2.483374e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196281 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -24833758.000000 Penalty: 6059.009766
	Iteration 207Q: 3 clusters Score -2.483376e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196323 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -24833750.000000 Penalty: 6059.009766
	Iteration 208Q: 3 clusters Score -2.483375e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196352 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -24833754.000000 Penalty: 6059.009766
	Iteration 209Q: 3 clusters Score -2.483375e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196383 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -24833742.000000 Penalty: 6059.009766
	Iteration 210Q: 3 clusters Score -2.483374e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196414 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -24833750.000000 Penalty: 6059.009766
	Iteration 211Q: 3 clusters Score -2.483375e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196448 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -24833764.000000 Penalty: 6059.009766
	Iteration 212Q: 3 clusters Score -2.483376e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196485 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -24833772.000000 Penalty: 6059.009766
	Iteration 213Q: 3 clusters Score -2.483377e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196532 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -24833772.000000 Penalty: 6059.009766
	Iteration 214Q: 3 clusters Score -2.483377e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196575 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -24833764.000000 Penalty: 6059.009766
	Iteration 215Q: 3 clusters Score -2.483376e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196625 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -24833778.000000 Penalty: 6059.009766
	Iteration 216Q: 3 clusters Score -2.483378e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196667 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -24833784.000000 Penalty: 6059.009766
	Iteration 217Q: 3 clusters Score -2.483378e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196709 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -24833804.000000 Penalty: 6059.009766
	Iteration 218Q: 3 clusters Score -2.48338e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196750 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -24833794.000000 Penalty: 6059.009766
	Iteration 219Q: 3 clusters Score -2.483379e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196780 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -24833778.000000 Penalty: 6059.009766
	Iteration 220F: 3 clusters Score -2.483378e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196803 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -24833804.000000 Penalty: 6059.009766
	Iteration 221Q: 3 clusters Score -2.48338e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196830 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -24833802.000000 Penalty: 6059.009766
	Iteration 222Q: 3 clusters Score -2.48338e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196859 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -24833790.000000 Penalty: 6059.009766
	Iteration 223Q: 3 clusters Score -2.483379e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196879 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -24833810.000000 Penalty: 6059.009766
	Iteration 224Q: 3 clusters Score -2.483381e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196904 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -24833814.000000 Penalty: 6059.009766
	Iteration 225Q: 3 clusters Score -2.483381e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196924 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -24833830.000000 Penalty: 6059.009766
	Iteration 226Q: 3 clusters Score -2.483383e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196945 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -24833824.000000 Penalty: 6059.009766
	Iteration 227Q: 3 clusters Score -2.483382e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196963 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -24833822.000000 Penalty: 6059.009766
	Iteration 228Q: 3 clusters Score -2.483382e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196988 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -24833792.000000 Penalty: 6059.009766
	Iteration 229Q: 3 clusters Score -2.483379e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197007 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -24833804.000000 Penalty: 6059.009766
	Iteration 230Q: 3 clusters Score -2.48338e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197026 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -24833792.000000 Penalty: 6059.009766
	Iteration 231Q: 3 clusters Score -2.483379e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197045 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -24833792.000000 Penalty: 6059.009766
	Iteration 232Q: 3 clusters Score -2.483379e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197059 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -24833786.000000 Penalty: 6059.009766
	Iteration 233Q: 3 clusters Score -2.483379e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197074 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -24833778.000000 Penalty: 6059.009766
	Iteration 234Q: 3 clusters Score -2.483378e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197088 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -24833798.000000 Penalty: 6059.009766
	Iteration 235Q: 3 clusters Score -2.48338e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197100 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -24833776.000000 Penalty: 6059.009766
	Iteration 236Q: 3 clusters Score -2.483378e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197116 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -24833784.000000 Penalty: 6059.009766
	Iteration 237Q: 3 clusters Score -2.483378e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197132 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -24833784.000000 Penalty: 6059.009766
	Iteration 238Q: 3 clusters Score -2.483378e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197148 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -24833786.000000 Penalty: 6059.009766
	Iteration 239Q: 3 clusters Score -2.483379e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197164 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -24833792.000000 Penalty: 6059.009766
	Iteration 240F: 3 clusters Score -2.483379e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197170 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -24833802.000000 Penalty: 6059.009766
	Iteration 241Q: 3 clusters Score -2.48338e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197172 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -24833816.000000 Penalty: 6059.009766
	Iteration 242Q: 3 clusters Score -2.483382e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197179 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -24833784.000000 Penalty: 6059.009766
	Iteration 243Q: 3 clusters Score -2.483378e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197186 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -24833798.000000 Penalty: 6059.009766
	Iteration 244Q: 3 clusters Score -2.48338e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197196 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -24833802.000000 Penalty: 6059.009766
	Iteration 245Q: 3 clusters Score -2.48338e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197205 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -24833816.000000 Penalty: 6059.009766
	Iteration 246Q: 3 clusters Score -2.483382e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197214 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -24833792.000000 Penalty: 6059.009766
	Iteration 247Q: 3 clusters Score -2.483379e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197223 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -24833804.000000 Penalty: 6059.009766
	Iteration 248Q: 3 clusters Score -2.48338e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197232 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -24833796.000000 Penalty: 6059.009766
	Iteration 249Q: 3 clusters Score -2.48338e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197237 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -24833810.000000 Penalty: 6059.009766
	Iteration 250Q: 3 clusters Score -2.483381e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197241 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -24833824.000000 Penalty: 6059.009766
	Iteration 251Q: 3 clusters Score -2.483382e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197243 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -24833802.000000 Penalty: 6059.009766
	Iteration 252Q: 3 clusters Score -2.48338e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197246 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -24833804.000000 Penalty: 6059.009766
	Iteration 253Q: 3 clusters Score -2.48338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197247 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -24833810.000000 Penalty: 6059.009766
	Iteration 254Q: 3 clusters Score -2.483381e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197248 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -24833828.000000 Penalty: 6059.009766
	Iteration 255Q: 3 clusters Score -2.483383e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197249 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -24833818.000000 Penalty: 6059.009766
	Iteration 256Q: 3 clusters Score -2.483382e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197250 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -24833802.000000 Penalty: 6059.009766
	Iteration 257Q: 3 clusters Score -2.48338e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197250 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -24833802.000000 Penalty: 6059.009766
	Iteration 258F: 3 clusters Score -2.48338e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (212102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212102 members 
Entering Unmasked Estep 
Score: -25322656.000000 Penalty: 3041.676025
	Iteration 0F: 2 clusters Score -2.532266e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106454 members 
Mstep: Class 2 contains 105648 members 
Entering Unmasked Estep 
Score: -25181182.000000 Penalty: 6083.352051
	Iteration 0F: 3 clusters Score -2.518118e+07 nChanged 102121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114091 members 
Mstep: Class 2 contains 98011 members 
Entering Unmasked Estep 
Score: -25240932.000000 Penalty: 6083.352051
	Iteration 1F: 3 clusters Score -2.524093e+07 nChanged 7227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119344 members 
Mstep: Class 2 contains 92758 members 
Entering Unmasked Estep 
Score: -25242790.000000 Penalty: 6083.352051
	Iteration 2Q: 3 clusters Score -2.524279e+07 nChanged 9512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127552 members 
Mstep: Class 2 contains 84550 members 
Entering Unmasked Estep 
Score: -25246842.000000 Penalty: 6083.352051
	Iteration 3Q: 3 clusters Score -2.524684e+07 nChanged 13023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139851 members 
Mstep: Class 2 contains 72251 members 
Entering Unmasked Estep 
Score: -25254298.000000 Penalty: 6083.352051
	Iteration 4F: 3 clusters Score -2.52543e+07 nChanged 16650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156089 members 
Mstep: Class 2 contains 56013 members 
Entering Unmasked Estep 
Score: -25266628.000000 Penalty: 6083.352051
	Iteration 5F: 3 clusters Score -2.526663e+07 nChanged 19183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175128 members 
Mstep: Class 2 contains 36974 members 
Entering Unmasked Estep 
Score: -25284044.000000 Penalty: 6083.352051
	Iteration 6F: 3 clusters Score -2.528404e+07 nChanged 17625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192727 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -25301734.000000 Penalty: 6083.352051
	Iteration 7F: 3 clusters Score -2.530173e+07 nChanged 11674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204397 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -25313152.000000 Penalty: 6083.352051
	Iteration 8F: 3 clusters Score -2.531315e+07 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209621 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -25318000.000000 Penalty: 6083.352051
	Iteration 9Q: 3 clusters Score -2.5318e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211208 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -25319272.000000 Penalty: 6083.352051
	Iteration 10Q: 3 clusters Score -2.531927e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211611 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -25319720.000000 Penalty: 6083.352051
	Iteration 11Q: 3 clusters Score -2.531972e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211737 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -25319852.000000 Penalty: 6083.352051
	Iteration 12Q: 3 clusters Score -2.531985e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211797 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -25319966.000000 Penalty: 6083.352051
	Iteration 13Q: 3 clusters Score -2.531997e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211811 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -25319974.000000 Penalty: 6083.352051
	Iteration 14Q: 3 clusters Score -2.531997e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211820 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -25319976.000000 Penalty: 6083.352051
	Iteration 15Q: 3 clusters Score -2.531998e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211824 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -25319990.000000 Penalty: 6083.352051
	Iteration 16Q: 3 clusters Score -2.531999e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211831 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -25320006.000000 Penalty: 6083.352051
	Iteration 17Q: 3 clusters Score -2.532001e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211832 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -25320002.000000 Penalty: 6083.352051
	Iteration 18Q: 3 clusters Score -2.532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211835 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -25320018.000000 Penalty: 6083.352051
	Iteration 19Q: 3 clusters Score -2.532002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211836 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -25320012.000000 Penalty: 6083.352051
	Iteration 20F: 3 clusters Score -2.532001e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211837 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -25320012.000000 Penalty: 6083.352051
	Iteration 21Q: 3 clusters Score -2.532001e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211838 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -25320018.000000 Penalty: 6083.352051
	Iteration 22Q: 3 clusters Score -2.532002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211839 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -25320012.000000 Penalty: 6083.352051
	Iteration 23Q: 3 clusters Score -2.532001e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211839 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -25320012.000000 Penalty: 6083.352051
	Iteration 24F: 3 clusters Score -2.532001e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Entering Unmasked Estep 
Score: -1473974.500000 Penalty: 2334.534180
	Iteration 0F: 2 clusters Score -1473974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1464816.375000 Penalty: 4669.068359
	Iteration 0F: 3 clusters Score -1464816 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1467600.125000 Penalty: 4669.068359
	Iteration 1F: 3 clusters Score -1467600 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1467899.250000 Penalty: 4669.068359
	Iteration 2F: 3 clusters Score -1467899 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1468166.375000 Penalty: 4669.068359
	Iteration 3Q: 3 clusters Score -1468166 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1468404.875000 Penalty: 4669.068359
	Iteration 4Q: 3 clusters Score -1468405 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1468605.625000 Penalty: 4669.068359
	Iteration 5Q: 3 clusters Score -1468606 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1468759.250000 Penalty: 4669.068359
	Iteration 6Q: 3 clusters Score -1468759 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1468890.375000 Penalty: 4669.068359
	Iteration 7Q: 3 clusters Score -1468890 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1469022.625000 Penalty: 4669.068359
	Iteration 8Q: 3 clusters Score -1469023 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1469162.250000 Penalty: 4669.068359
	Iteration 9Q: 3 clusters Score -1469162 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1469309.625000 Penalty: 4669.068359
	Iteration 10Q: 3 clusters Score -1469310 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1469469.375000 Penalty: 4669.068359
	Iteration 11Q: 3 clusters Score -1469469 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1469644.500000 Penalty: 4669.068359
	Iteration 12Q: 3 clusters Score -1469644 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1469830.125000 Penalty: 4669.068359
	Iteration 13Q: 3 clusters Score -1469830 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1470047.375000 Penalty: 4669.068359
	Iteration 14Q: 3 clusters Score -1470047 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1470263.375000 Penalty: 4669.068359
	Iteration 15Q: 3 clusters Score -1470263 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1470455.500000 Penalty: 4669.068359
	Iteration 16Q: 3 clusters Score -1470456 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1470616.375000 Penalty: 4669.068359
	Iteration 17Q: 3 clusters Score -1470616 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1470753.125000 Penalty: 4669.068359
	Iteration 18Q: 3 clusters Score -1470753 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1470852.750000 Penalty: 4669.068359
	Iteration 19Q: 3 clusters Score -1470853 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1470938.250000 Penalty: 4669.068359
	Iteration 20F: 3 clusters Score -1470938 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1470999.750000 Penalty: 4669.068359
	Iteration 21Q: 3 clusters Score -1471000 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1471050.375000 Penalty: 4669.068359
	Iteration 22Q: 3 clusters Score -1471050 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1471094.000000 Penalty: 4669.068359
	Iteration 23Q: 3 clusters Score -1471094 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1471139.250000 Penalty: 4669.068359
	Iteration 24Q: 3 clusters Score -1471139 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1471173.250000 Penalty: 4669.068359
	Iteration 25Q: 3 clusters Score -1471173 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1471210.500000 Penalty: 4669.068359
	Iteration 26Q: 3 clusters Score -1471210 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1471249.875000 Penalty: 4669.068359
	Iteration 27Q: 3 clusters Score -1471250 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1471280.250000 Penalty: 4669.068359
	Iteration 28Q: 3 clusters Score -1471280 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1471321.000000 Penalty: 4669.068359
	Iteration 29Q: 3 clusters Score -1471321 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1471348.000000 Penalty: 4669.068359
	Iteration 30Q: 3 clusters Score -1471348 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1471377.250000 Penalty: 4669.068359
	Iteration 31Q: 3 clusters Score -1471377 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1471403.750000 Penalty: 4669.068359
	Iteration 32Q: 3 clusters Score -1471404 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1471428.250000 Penalty: 4669.068359
	Iteration 33Q: 3 clusters Score -1471428 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1471451.125000 Penalty: 4669.068359
	Iteration 34Q: 3 clusters Score -1471451 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1471463.750000 Penalty: 4669.068359
	Iteration 35Q: 3 clusters Score -1471464 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1471480.875000 Penalty: 4669.068359
	Iteration 36Q: 3 clusters Score -1471481 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1471500.875000 Penalty: 4669.068359
	Iteration 37Q: 3 clusters Score -1471501 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1471517.875000 Penalty: 4669.068359
	Iteration 38Q: 3 clusters Score -1471518 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1471533.250000 Penalty: 4669.068359
	Iteration 39Q: 3 clusters Score -1471533 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1471545.750000 Penalty: 4669.068359
	Iteration 40F: 3 clusters Score -1471546 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1471558.750000 Penalty: 4669.068359
	Iteration 41Q: 3 clusters Score -1471559 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1471577.500000 Penalty: 4669.068359
	Iteration 42Q: 3 clusters Score -1471578 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1471584.250000 Penalty: 4669.068359
	Iteration 43Q: 3 clusters Score -1471584 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1471591.000000 Penalty: 4669.068359
	Iteration 44Q: 3 clusters Score -1471591 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1471596.875000 Penalty: 4669.068359
	Iteration 45Q: 3 clusters Score -1471597 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1471608.125000 Penalty: 4669.068359
	Iteration 46Q: 3 clusters Score -1471608 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1471616.250000 Penalty: 4669.068359
	Iteration 47Q: 3 clusters Score -1471616 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1471625.500000 Penalty: 4669.068359
	Iteration 48Q: 3 clusters Score -1471626 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1471628.875000 Penalty: 4669.068359
	Iteration 49Q: 3 clusters Score -1471629 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1471635.375000 Penalty: 4669.068359
	Iteration 50Q: 3 clusters Score -1471635 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1471639.000000 Penalty: 4669.068359
	Iteration 51Q: 3 clusters Score -1471639 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1471646.375000 Penalty: 4669.068359
	Iteration 52Q: 3 clusters Score -1471646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1471652.000000 Penalty: 4669.068359
	Iteration 53Q: 3 clusters Score -1471652 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1471653.125000 Penalty: 4669.068359
	Iteration 54Q: 3 clusters Score -1471653 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1471661.375000 Penalty: 4669.068359
	Iteration 55Q: 3 clusters Score -1471661 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1471667.250000 Penalty: 4669.068359
	Iteration 56Q: 3 clusters Score -1471667 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1471676.875000 Penalty: 4669.068359
	Iteration 57Q: 3 clusters Score -1471677 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1471684.375000 Penalty: 4669.068359
	Iteration 58Q: 3 clusters Score -1471684 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1471694.250000 Penalty: 4669.068359
	Iteration 59Q: 3 clusters Score -1471694 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1471700.000000 Penalty: 4669.068359
	Iteration 60F: 3 clusters Score -1471700 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1471716.125000 Penalty: 4669.068359
	Iteration 61Q: 3 clusters Score -1471716 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1471717.875000 Penalty: 4669.068359
	Iteration 62Q: 3 clusters Score -1471718 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1471724.000000 Penalty: 4669.068359
	Iteration 63Q: 3 clusters Score -1471724 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1471739.375000 Penalty: 4669.068359
	Iteration 64Q: 3 clusters Score -1471739 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1471749.375000 Penalty: 4669.068359
	Iteration 65Q: 3 clusters Score -1471749 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1471760.000000 Penalty: 4669.068359
	Iteration 66Q: 3 clusters Score -1471760 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1471765.250000 Penalty: 4669.068359
	Iteration 67Q: 3 clusters Score -1471765 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1471773.625000 Penalty: 4669.068359
	Iteration 68Q: 3 clusters Score -1471774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1471777.375000 Penalty: 4669.068359
	Iteration 69Q: 3 clusters Score -1471777 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1471778.625000 Penalty: 4669.068359
	Iteration 70Q: 3 clusters Score -1471779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1471778.125000 Penalty: 4669.068359
	Iteration 71Q: 3 clusters Score -1471778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1471779.500000 Penalty: 4669.068359
	Iteration 72Q: 3 clusters Score -1471780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1471780.375000 Penalty: 4669.068359
	Iteration 73Q: 3 clusters Score -1471780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1471788.625000 Penalty: 4669.068359
	Iteration 74Q: 3 clusters Score -1471789 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1471788.250000 Penalty: 4669.068359
	Iteration 75Q: 3 clusters Score -1471788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1471792.000000 Penalty: 4669.068359
	Iteration 76Q: 3 clusters Score -1471792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1471796.125000 Penalty: 4669.068359
	Iteration 77Q: 3 clusters Score -1471796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1471795.250000 Penalty: 4669.068359
	Iteration 78Q: 3 clusters Score -1471795 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1471803.625000 Penalty: 4669.068359
	Iteration 79Q: 3 clusters Score -1471804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1471807.625000 Penalty: 4669.068359
	Iteration 80F: 3 clusters Score -1471808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1471811.375000 Penalty: 4669.068359
	Iteration 81Q: 3 clusters Score -1471811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1471811.250000 Penalty: 4669.068359
	Iteration 82Q: 3 clusters Score -1471811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1471813.875000 Penalty: 4669.068359
	Iteration 83Q: 3 clusters Score -1471814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1471820.250000 Penalty: 4669.068359
	Iteration 84Q: 3 clusters Score -1471820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1471822.625000 Penalty: 4669.068359
	Iteration 85Q: 3 clusters Score -1471823 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1471830.625000 Penalty: 4669.068359
	Iteration 86Q: 3 clusters Score -1471831 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1471834.500000 Penalty: 4669.068359
	Iteration 87Q: 3 clusters Score -1471834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1471839.750000 Penalty: 4669.068359
	Iteration 88Q: 3 clusters Score -1471840 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1471844.250000 Penalty: 4669.068359
	Iteration 89Q: 3 clusters Score -1471844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1471851.125000 Penalty: 4669.068359
	Iteration 90Q: 3 clusters Score -1471851 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1471856.125000 Penalty: 4669.068359
	Iteration 91Q: 3 clusters Score -1471856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1471856.375000 Penalty: 4669.068359
	Iteration 92Q: 3 clusters Score -1471856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1471858.875000 Penalty: 4669.068359
	Iteration 93Q: 3 clusters Score -1471859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1471859.375000 Penalty: 4669.068359
	Iteration 94Q: 3 clusters Score -1471859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1471860.625000 Penalty: 4669.068359
	Iteration 95Q: 3 clusters Score -1471861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1471860.500000 Penalty: 4669.068359
	Iteration 96Q: 3 clusters Score -1471860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1471859.375000 Penalty: 4669.068359
	Iteration 97Q: 3 clusters Score -1471859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1471861.625000 Penalty: 4669.068359
	Iteration 98Q: 3 clusters Score -1471862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1471861.625000 Penalty: 4669.068359
	Iteration 99F: 3 clusters Score -1471862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (323288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323288 members 
Entering Unmasked Estep 
Score: -39323924.000000 Penalty: 3146.201904
	Iteration 0F: 2 clusters Score -3.932392e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161214 members 
Mstep: Class 2 contains 162074 members 
Entering Unmasked Estep 
Score: -39140440.000000 Penalty: 6292.403809
	Iteration 0F: 3 clusters Score -3.914044e+07 nChanged 157257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151145 members 
Mstep: Class 2 contains 172143 members 
Entering Unmasked Estep 
Score: -39233408.000000 Penalty: 6292.403809
	Iteration 1F: 3 clusters Score -3.923341e+07 nChanged 10811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143980 members 
Mstep: Class 2 contains 179308 members 
Entering Unmasked Estep 
Score: -39235728.000000 Penalty: 6292.403809
	Iteration 2Q: 3 clusters Score -3.923573e+07 nChanged 13662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133734 members 
Mstep: Class 2 contains 189554 members 
Entering Unmasked Estep 
Score: -39239800.000000 Penalty: 6292.403809
	Iteration 3Q: 3 clusters Score -3.92398e+07 nChanged 16928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120252 members 
Mstep: Class 2 contains 203036 members 
Entering Unmasked Estep 
Score: -39245624.000000 Penalty: 6292.403809
	Iteration 4F: 3 clusters Score -3.924562e+07 nChanged 19500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104518 members 
Mstep: Class 2 contains 218770 members 
Entering Unmasked Estep 
Score: -39253052.000000 Penalty: 6292.403809
	Iteration 5F: 3 clusters Score -3.925305e+07 nChanged 20545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88331 members 
Mstep: Class 2 contains 234957 members 
Entering Unmasked Estep 
Score: -39261432.000000 Penalty: 6292.403809
	Iteration 6F: 3 clusters Score -3.926143e+07 nChanged 19070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74271 members 
Mstep: Class 2 contains 249017 members 
Entering Unmasked Estep 
Score: -39269956.000000 Penalty: 6292.403809
	Iteration 7F: 3 clusters Score -3.926996e+07 nChanged 16457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64178 members 
Mstep: Class 2 contains 259110 members 
Entering Unmasked Estep 
Score: -39278060.000000 Penalty: 6292.403809
	Iteration 8F: 3 clusters Score -3.927806e+07 nChanged 13965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58845 members 
Mstep: Class 2 contains 264443 members 
Entering Unmasked Estep 
Score: -39284720.000000 Penalty: 6292.403809
	Iteration 9Q: 3 clusters Score -3.928472e+07 nChanged 11422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57329 members 
Mstep: Class 2 contains 265959 members 
Entering Unmasked Estep 
Score: -39289440.000000 Penalty: 6292.403809
	Iteration 10Q: 3 clusters Score -3.928944e+07 nChanged 8178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57439 members 
Mstep: Class 2 contains 265849 members 
Entering Unmasked Estep 
Score: -39291180.000000 Penalty: 6292.403809
	Iteration 11Q: 3 clusters Score -3.929118e+07 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58005 members 
Mstep: Class 2 contains 265283 members 
Entering Unmasked Estep 
Score: -39291652.000000 Penalty: 6292.403809
	Iteration 12Q: 3 clusters Score -3.929165e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58945 members 
Mstep: Class 2 contains 264343 members 
Entering Unmasked Estep 
Score: -39291720.000000 Penalty: 6292.403809
	Iteration 13Q: 3 clusters Score -3.929172e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60235 members 
Mstep: Class 2 contains 263053 members 
Entering Unmasked Estep 
Score: -39291816.000000 Penalty: 6292.403809
	Iteration 14Q: 3 clusters Score -3.929182e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61888 members 
Mstep: Class 2 contains 261400 members 
Entering Unmasked Estep 
Score: -39291844.000000 Penalty: 6292.403809
	Iteration 15Q: 3 clusters Score -3.929184e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63833 members 
Mstep: Class 2 contains 259455 members 
Entering Unmasked Estep 
Score: -39292160.000000 Penalty: 6292.403809
	Iteration 16Q: 3 clusters Score -3.929216e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66038 members 
Mstep: Class 2 contains 257250 members 
Entering Unmasked Estep 
Score: -39291956.000000 Penalty: 6292.403809
	Iteration 17Q: 3 clusters Score -3.929196e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68533 members 
Mstep: Class 2 contains 254755 members 
Entering Unmasked Estep 
Score: -39291968.000000 Penalty: 6292.403809
	Iteration 18Q: 3 clusters Score -3.929197e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71387 members 
Mstep: Class 2 contains 251901 members 
Entering Unmasked Estep 
Score: -39292052.000000 Penalty: 6292.403809
	Iteration 19Q: 3 clusters Score -3.929205e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74482 members 
Mstep: Class 2 contains 248806 members 
Entering Unmasked Estep 
Score: -39292212.000000 Penalty: 6292.403809
	Iteration 20F: 3 clusters Score -3.929221e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77825 members 
Mstep: Class 2 contains 245463 members 
Entering Unmasked Estep 
Score: -39292444.000000 Penalty: 6292.403809
	Iteration 21Q: 3 clusters Score -3.929244e+07 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81407 members 
Mstep: Class 2 contains 241881 members 
Entering Unmasked Estep 
Score: -39292740.000000 Penalty: 6292.403809
	Iteration 22Q: 3 clusters Score -3.929274e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85192 members 
Mstep: Class 2 contains 238096 members 
Entering Unmasked Estep 
Score: -39292852.000000 Penalty: 6292.403809
	Iteration 23Q: 3 clusters Score -3.929285e+07 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89016 members 
Mstep: Class 2 contains 234272 members 
Entering Unmasked Estep 
Score: -39292968.000000 Penalty: 6292.403809
	Iteration 24Q: 3 clusters Score -3.929297e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92777 members 
Mstep: Class 2 contains 230511 members 
Entering Unmasked Estep 
Score: -39293172.000000 Penalty: 6292.403809
	Iteration 25Q: 3 clusters Score -3.929317e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96614 members 
Mstep: Class 2 contains 226674 members 
Entering Unmasked Estep 
Score: -39293520.000000 Penalty: 6292.403809
	Iteration 26Q: 3 clusters Score -3.929352e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100403 members 
Mstep: Class 2 contains 222885 members 
Entering Unmasked Estep 
Score: -39293936.000000 Penalty: 6292.403809
	Iteration 27Q: 3 clusters Score -3.929394e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103876 members 
Mstep: Class 2 contains 219412 members 
Entering Unmasked Estep 
Score: -39294456.000000 Penalty: 6292.403809
	Iteration 28Q: 3 clusters Score -3.929446e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106972 members 
Mstep: Class 2 contains 216316 members 
Entering Unmasked Estep 
Score: -39294788.000000 Penalty: 6292.403809
	Iteration 29Q: 3 clusters Score -3.929479e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109968 members 
Mstep: Class 2 contains 213320 members 
Entering Unmasked Estep 
Score: -39295184.000000 Penalty: 6292.403809
	Iteration 30Q: 3 clusters Score -3.929518e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112703 members 
Mstep: Class 2 contains 210585 members 
Entering Unmasked Estep 
Score: -39295416.000000 Penalty: 6292.403809
	Iteration 31Q: 3 clusters Score -3.929542e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115321 members 
Mstep: Class 2 contains 207967 members 
Entering Unmasked Estep 
Score: -39295928.000000 Penalty: 6292.403809
	Iteration 32Q: 3 clusters Score -3.929593e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117791 members 
Mstep: Class 2 contains 205497 members 
Entering Unmasked Estep 
Score: -39296236.000000 Penalty: 6292.403809
	Iteration 33Q: 3 clusters Score -3.929624e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120228 members 
Mstep: Class 2 contains 203060 members 
Entering Unmasked Estep 
Score: -39296556.000000 Penalty: 6292.403809
	Iteration 34Q: 3 clusters Score -3.929656e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122557 members 
Mstep: Class 2 contains 200731 members 
Entering Unmasked Estep 
Score: -39296512.000000 Penalty: 6292.403809
	Iteration 35Q: 3 clusters Score -3.929651e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124895 members 
Mstep: Class 2 contains 198393 members 
Entering Unmasked Estep 
Score: -39296832.000000 Penalty: 6292.403809
	Iteration 36Q: 3 clusters Score -3.929683e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127116 members 
Mstep: Class 2 contains 196172 members 
Entering Unmasked Estep 
Score: -39296836.000000 Penalty: 6292.403809
	Iteration 37Q: 3 clusters Score -3.929684e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129249 members 
Mstep: Class 2 contains 194039 members 
Entering Unmasked Estep 
Score: -39296928.000000 Penalty: 6292.403809
	Iteration 38Q: 3 clusters Score -3.929693e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131397 members 
Mstep: Class 2 contains 191891 members 
Entering Unmasked Estep 
Score: -39297260.000000 Penalty: 6292.403809
	Iteration 39Q: 3 clusters Score -3.929726e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133621 members 
Mstep: Class 2 contains 189667 members 
Entering Unmasked Estep 
Score: -39297424.000000 Penalty: 6292.403809
	Iteration 40F: 3 clusters Score -3.929742e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135800 members 
Mstep: Class 2 contains 187488 members 
Entering Unmasked Estep 
Score: -39297712.000000 Penalty: 6292.403809
	Iteration 41Q: 3 clusters Score -3.929771e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137967 members 
Mstep: Class 2 contains 185321 members 
Entering Unmasked Estep 
Score: -39298228.000000 Penalty: 6292.403809
	Iteration 42Q: 3 clusters Score -3.929823e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140026 members 
Mstep: Class 2 contains 183262 members 
Entering Unmasked Estep 
Score: -39298364.000000 Penalty: 6292.403809
	Iteration 43Q: 3 clusters Score -3.929836e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142033 members 
Mstep: Class 2 contains 181255 members 
Entering Unmasked Estep 
Score: -39298756.000000 Penalty: 6292.403809
	Iteration 44Q: 3 clusters Score -3.929876e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143932 members 
Mstep: Class 2 contains 179356 members 
Entering Unmasked Estep 
Score: -39299004.000000 Penalty: 6292.403809
	Iteration 45Q: 3 clusters Score -3.9299e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145813 members 
Mstep: Class 2 contains 177475 members 
Entering Unmasked Estep 
Score: -39299204.000000 Penalty: 6292.403809
	Iteration 46Q: 3 clusters Score -3.92992e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147607 members 
Mstep: Class 2 contains 175681 members 
Entering Unmasked Estep 
Score: -39299508.000000 Penalty: 6292.403809
	Iteration 47Q: 3 clusters Score -3.929951e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149310 members 
Mstep: Class 2 contains 173978 members 
Entering Unmasked Estep 
Score: -39299840.000000 Penalty: 6292.403809
	Iteration 48Q: 3 clusters Score -3.929984e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151002 members 
Mstep: Class 2 contains 172286 members 
Entering Unmasked Estep 
Score: -39300100.000000 Penalty: 6292.403809
	Iteration 49Q: 3 clusters Score -3.93001e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152717 members 
Mstep: Class 2 contains 170571 members 
Entering Unmasked Estep 
Score: -39300340.000000 Penalty: 6292.403809
	Iteration 50Q: 3 clusters Score -3.930034e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154487 members 
Mstep: Class 2 contains 168801 members 
Entering Unmasked Estep 
Score: -39300592.000000 Penalty: 6292.403809
	Iteration 51Q: 3 clusters Score -3.930059e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156237 members 
Mstep: Class 2 contains 167051 members 
Entering Unmasked Estep 
Score: -39300728.000000 Penalty: 6292.403809
	Iteration 52Q: 3 clusters Score -3.930073e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158027 members 
Mstep: Class 2 contains 165261 members 
Entering Unmasked Estep 
Score: -39300804.000000 Penalty: 6292.403809
	Iteration 53Q: 3 clusters Score -3.93008e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160053 members 
Mstep: Class 2 contains 163235 members 
Entering Unmasked Estep 
Score: -39301084.000000 Penalty: 6292.403809
	Iteration 54Q: 3 clusters Score -3.930108e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162377 members 
Mstep: Class 2 contains 160911 members 
Entering Unmasked Estep 
Score: -39301284.000000 Penalty: 6292.403809
	Iteration 55Q: 3 clusters Score -3.930128e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165011 members 
Mstep: Class 2 contains 158277 members 
Entering Unmasked Estep 
Score: -39301872.000000 Penalty: 6292.403809
	Iteration 56Q: 3 clusters Score -3.930187e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167926 members 
Mstep: Class 2 contains 155362 members 
Entering Unmasked Estep 
Score: -39302264.000000 Penalty: 6292.403809
	Iteration 57Q: 3 clusters Score -3.930226e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171225 members 
Mstep: Class 2 contains 152063 members 
Entering Unmasked Estep 
Score: -39303080.000000 Penalty: 6292.403809
	Iteration 58Q: 3 clusters Score -3.930308e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175812 members 
Mstep: Class 2 contains 147476 members 
Entering Unmasked Estep 
Score: -39303916.000000 Penalty: 6292.403809
	Iteration 59Q: 3 clusters Score -3.930392e+07 nChanged 6554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182330 members 
Mstep: Class 2 contains 140958 members 
Entering Unmasked Estep 
Score: -39305016.000000 Penalty: 6292.403809
	Iteration 60F: 3 clusters Score -3.930502e+07 nChanged 8663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190963 members 
Mstep: Class 2 contains 132325 members 
Entering Unmasked Estep 
Score: -39305944.000000 Penalty: 6292.403809
	Iteration 61Q: 3 clusters Score -3.930594e+07 nChanged 11035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201948 members 
Mstep: Class 2 contains 121340 members 
Entering Unmasked Estep 
Score: -39307148.000000 Penalty: 6292.403809
	Iteration 62Q: 3 clusters Score -3.930715e+07 nChanged 13432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215268 members 
Mstep: Class 2 contains 108020 members 
Entering Unmasked Estep 
Score: -39308872.000000 Penalty: 6292.403809
	Iteration 63Q: 3 clusters Score -3.930887e+07 nChanged 14600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229582 members 
Mstep: Class 2 contains 93706 members 
Entering Unmasked Estep 
Score: -39310712.000000 Penalty: 6292.403809
	Iteration 64Q: 3 clusters Score -3.931071e+07 nChanged 13923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242867 members 
Mstep: Class 2 contains 80421 members 
Entering Unmasked Estep 
Score: -39312792.000000 Penalty: 6292.403809
	Iteration 65Q: 3 clusters Score -3.931279e+07 nChanged 12037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253986 members 
Mstep: Class 2 contains 69302 members 
Entering Unmasked Estep 
Score: -39313708.000000 Penalty: 6292.403809
	Iteration 66Q: 3 clusters Score -3.931371e+07 nChanged 9710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262786 members 
Mstep: Class 2 contains 60502 members 
Entering Unmasked Estep 
Score: -39314384.000000 Penalty: 6292.403809
	Iteration 67Q: 3 clusters Score -3.931438e+07 nChanged 7642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269666 members 
Mstep: Class 2 contains 53622 members 
Entering Unmasked Estep 
Score: -39314956.000000 Penalty: 6292.403809
	Iteration 68Q: 3 clusters Score -3.931496e+07 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275012 members 
Mstep: Class 2 contains 48276 members 
Entering Unmasked Estep 
Score: -39315148.000000 Penalty: 6292.403809
	Iteration 69Q: 3 clusters Score -3.931515e+07 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279298 members 
Mstep: Class 2 contains 43990 members 
Entering Unmasked Estep 
Score: -39315532.000000 Penalty: 6292.403809
	Iteration 70Q: 3 clusters Score -3.931553e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282791 members 
Mstep: Class 2 contains 40497 members 
Entering Unmasked Estep 
Score: -39316152.000000 Penalty: 6292.403809
	Iteration 71Q: 3 clusters Score -3.931615e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285663 members 
Mstep: Class 2 contains 37625 members 
Entering Unmasked Estep 
Score: -39316500.000000 Penalty: 6292.403809
	Iteration 72Q: 3 clusters Score -3.93165e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288049 members 
Mstep: Class 2 contains 35239 members 
Entering Unmasked Estep 
Score: -39316980.000000 Penalty: 6292.403809
	Iteration 73Q: 3 clusters Score -3.931698e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290105 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -39317104.000000 Penalty: 6292.403809
	Iteration 74Q: 3 clusters Score -3.93171e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291848 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -39317264.000000 Penalty: 6292.403809
	Iteration 75Q: 3 clusters Score -3.931726e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293431 members 
Mstep: Class 2 contains 29857 members 
Entering Unmasked Estep 
Score: -39317396.000000 Penalty: 6292.403809
	Iteration 76Q: 3 clusters Score -3.93174e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294777 members 
Mstep: Class 2 contains 28511 members 
Entering Unmasked Estep 
Score: -39317628.000000 Penalty: 6292.403809
	Iteration 77Q: 3 clusters Score -3.931763e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296011 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -39317760.000000 Penalty: 6292.403809
	Iteration 78Q: 3 clusters Score -3.931776e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297062 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -39317808.000000 Penalty: 6292.403809
	Iteration 79Q: 3 clusters Score -3.931781e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297987 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -39321016.000000 Penalty: 6292.403809
	Iteration 80F: 3 clusters Score -3.932102e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301173 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -39322560.000000 Penalty: 6292.403809
	Iteration 81Q: 3 clusters Score -3.932256e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303314 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -39322904.000000 Penalty: 6292.403809
	Iteration 82Q: 3 clusters Score -3.93229e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304994 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -39323196.000000 Penalty: 6292.403809
	Iteration 83Q: 3 clusters Score -3.93232e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306315 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -39323088.000000 Penalty: 6292.403809
	Iteration 84Q: 3 clusters Score -3.932309e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307405 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -39323208.000000 Penalty: 6292.403809
	Iteration 85Q: 3 clusters Score -3.932321e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308355 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -39323412.000000 Penalty: 6292.403809
	Iteration 86Q: 3 clusters Score -3.932341e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309164 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -39323508.000000 Penalty: 6292.403809
	Iteration 87Q: 3 clusters Score -3.932351e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309834 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -39323508.000000 Penalty: 6292.403809
	Iteration 88Q: 3 clusters Score -3.932351e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310427 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -39323592.000000 Penalty: 6292.403809
	Iteration 89Q: 3 clusters Score -3.932359e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310928 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3.932356e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311384 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3.932349e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311767 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3.932348e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312125 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3.93235e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312429 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -39323516.000000 Penalty: 6292.403809
	Iteration 94Q: 3 clusters Score -3.932352e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312693 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -39323440.000000 Penalty: 6292.403809
	Iteration 95Q: 3 clusters Score -3.932344e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312946 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -39323460.000000 Penalty: 6292.403809
	Iteration 96Q: 3 clusters Score -3.932346e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313165 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3.932351e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313364 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3.932358e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313529 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -39323640.000000 Penalty: 6292.403809
	Iteration 99Q: 3 clusters Score -3.932364e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313685 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -39323592.000000 Penalty: 6292.403809
	Iteration 100F: 3 clusters Score -3.932359e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313825 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -39323544.000000 Penalty: 6292.403809
	Iteration 101Q: 3 clusters Score -3.932354e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313953 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3.932354e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314050 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -39323532.000000 Penalty: 6292.403809
	Iteration 103Q: 3 clusters Score -3.932353e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314132 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -39323504.000000 Penalty: 6292.403809
	Iteration 104Q: 3 clusters Score -3.93235e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314209 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -39323472.000000 Penalty: 6292.403809
	Iteration 105Q: 3 clusters Score -3.932347e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314291 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -39323452.000000 Penalty: 6292.403809
	Iteration 106Q: 3 clusters Score -3.932345e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314367 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -39323496.000000 Penalty: 6292.403809
	Iteration 107Q: 3 clusters Score -3.93235e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314445 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -39323464.000000 Penalty: 6292.403809
	Iteration 108Q: 3 clusters Score -3.932346e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314500 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -39323488.000000 Penalty: 6292.403809
	Iteration 109Q: 3 clusters Score -3.932349e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314546 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -39323480.000000 Penalty: 6292.403809
	Iteration 110Q: 3 clusters Score -3.932348e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314595 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -39323464.000000 Penalty: 6292.403809
	Iteration 111Q: 3 clusters Score -3.932346e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314635 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -39323492.000000 Penalty: 6292.403809
	Iteration 112Q: 3 clusters Score -3.932349e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314677 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -39323496.000000 Penalty: 6292.403809
	Iteration 113Q: 3 clusters Score -3.93235e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314705 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -39323488.000000 Penalty: 6292.403809
	Iteration 114Q: 3 clusters Score -3.932349e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314727 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -39323484.000000 Penalty: 6292.403809
	Iteration 115Q: 3 clusters Score -3.932348e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314748 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -39323508.000000 Penalty: 6292.403809
	Iteration 116Q: 3 clusters Score -3.932351e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314768 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3.932346e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314779 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -39323480.000000 Penalty: 6292.403809
	Iteration 118Q: 3 clusters Score -3.932348e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314793 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -39323496.000000 Penalty: 6292.403809
	Iteration 119Q: 3 clusters Score -3.93235e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314808 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -39323504.000000 Penalty: 6292.403809
	Iteration 120F: 3 clusters Score -3.93235e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314825 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -39323500.000000 Penalty: 6292.403809
	Iteration 121Q: 3 clusters Score -3.93235e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314846 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -39323496.000000 Penalty: 6292.403809
	Iteration 122Q: 3 clusters Score -3.93235e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314869 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -39323464.000000 Penalty: 6292.403809
	Iteration 123Q: 3 clusters Score -3.932346e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314889 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -39323468.000000 Penalty: 6292.403809
	Iteration 124Q: 3 clusters Score -3.932347e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314904 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -39323460.000000 Penalty: 6292.403809
	Iteration 125Q: 3 clusters Score -3.932346e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314915 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -39323488.000000 Penalty: 6292.403809
	Iteration 126Q: 3 clusters Score -3.932349e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314929 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -39323464.000000 Penalty: 6292.403809
	Iteration 127Q: 3 clusters Score -3.932346e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314943 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -39323476.000000 Penalty: 6292.403809
	Iteration 128Q: 3 clusters Score -3.932348e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314958 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -39323468.000000 Penalty: 6292.403809
	Iteration 129Q: 3 clusters Score -3.932347e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314970 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -39323484.000000 Penalty: 6292.403809
	Iteration 130Q: 3 clusters Score -3.932348e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314980 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -39323468.000000 Penalty: 6292.403809
	Iteration 131Q: 3 clusters Score -3.932347e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314987 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -39323468.000000 Penalty: 6292.403809
	Iteration 132Q: 3 clusters Score -3.932347e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314991 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -39323468.000000 Penalty: 6292.403809
	Iteration 133Q: 3 clusters Score -3.932347e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314997 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -39323480.000000 Penalty: 6292.403809
	Iteration 134Q: 3 clusters Score -3.932348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315000 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -39323456.000000 Penalty: 6292.403809
	Iteration 135Q: 3 clusters Score -3.932346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315004 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -39323472.000000 Penalty: 6292.403809
	Iteration 136Q: 3 clusters Score -3.932347e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315012 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -39323472.000000 Penalty: 6292.403809
	Iteration 137Q: 3 clusters Score -3.932347e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315020 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -39323476.000000 Penalty: 6292.403809
	Iteration 138Q: 3 clusters Score -3.932348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315025 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -39323484.000000 Penalty: 6292.403809
	Iteration 139Q: 3 clusters Score -3.932348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315029 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -39323488.000000 Penalty: 6292.403809
	Iteration 140F: 3 clusters Score -3.932349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315032 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -39323484.000000 Penalty: 6292.403809
	Iteration 141Q: 3 clusters Score -3.932348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315035 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -39323484.000000 Penalty: 6292.403809
	Iteration 142Q: 3 clusters Score -3.932348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315038 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -39323468.000000 Penalty: 6292.403809
	Iteration 143Q: 3 clusters Score -3.932347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315041 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -39323460.000000 Penalty: 6292.403809
	Iteration 144Q: 3 clusters Score -3.932346e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315046 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -39323464.000000 Penalty: 6292.403809
	Iteration 145Q: 3 clusters Score -3.932346e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315052 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -39323480.000000 Penalty: 6292.403809
	Iteration 146Q: 3 clusters Score -3.932348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315055 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -39323460.000000 Penalty: 6292.403809
	Iteration 147Q: 3 clusters Score -3.932346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315059 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -39323460.000000 Penalty: 6292.403809
	Iteration 148Q: 3 clusters Score -3.932346e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315062 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -39323456.000000 Penalty: 6292.403809
	Iteration 149Q: 3 clusters Score -3.932346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315066 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -39323448.000000 Penalty: 6292.403809
	Iteration 150Q: 3 clusters Score -3.932345e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315072 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -39323436.000000 Penalty: 6292.403809
	Iteration 151Q: 3 clusters Score -3.932344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315076 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -39323452.000000 Penalty: 6292.403809
	Iteration 152Q: 3 clusters Score -3.932345e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315081 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -39323460.000000 Penalty: 6292.403809
	Iteration 153Q: 3 clusters Score -3.932346e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315086 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -39323444.000000 Penalty: 6292.403809
	Iteration 154Q: 3 clusters Score -3.932344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315088 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -39323448.000000 Penalty: 6292.403809
	Iteration 155Q: 3 clusters Score -3.932345e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315089 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -39323452.000000 Penalty: 6292.403809
	Iteration 156Q: 3 clusters Score -3.932345e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315090 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -39323468.000000 Penalty: 6292.403809
	Iteration 157Q: 3 clusters Score -3.932347e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315095 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -39323464.000000 Penalty: 6292.403809
	Iteration 158Q: 3 clusters Score -3.932346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315097 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -39323464.000000 Penalty: 6292.403809
	Iteration 159Q: 3 clusters Score -3.932346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315097 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -39323460.000000 Penalty: 6292.403809
	Iteration 160F: 3 clusters Score -3.932346e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315100 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -39323476.000000 Penalty: 6292.403809
	Iteration 161Q: 3 clusters Score -3.932348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315103 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -39323464.000000 Penalty: 6292.403809
	Iteration 162Q: 3 clusters Score -3.932346e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315106 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -39323464.000000 Penalty: 6292.403809
	Iteration 163Q: 3 clusters Score -3.932346e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315109 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -39323460.000000 Penalty: 6292.403809
	Iteration 164Q: 3 clusters Score -3.932346e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315110 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -39323460.000000 Penalty: 6292.403809
	Iteration 165Q: 3 clusters Score -3.932346e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315111 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -39323456.000000 Penalty: 6292.403809
	Iteration 166Q: 3 clusters Score -3.932346e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315111 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -39323456.000000 Penalty: 6292.403809
	Iteration 167F: 3 clusters Score -3.932346e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Entering Unmasked Estep 
Score: -42374.242188 Penalty: 1523.758057
	Iteration 0F: 2 clusters Score -42374.24 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 243 members 
Entering Unmasked Estep 
Score: -40963.324219 Penalty: 3047.516113
	Iteration 0F: 3 clusters Score -40963.32 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -41369.664062 Penalty: 3047.516113
	Iteration 1F: 3 clusters Score -41369.66 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -41592.710938 Penalty: 3047.516113
	Iteration 2F: 3 clusters Score -41592.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -41748.101562 Penalty: 3047.516113
	Iteration 3F: 3 clusters Score -41748.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -41972.855469 Penalty: 3047.516113
	Iteration 4F: 3 clusters Score -41972.86 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -42197.066406 Penalty: 3047.516113
	Iteration 5F: 3 clusters Score -42197.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -42263.453125 Penalty: 3047.516113
	Iteration 6Q: 3 clusters Score -42263.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -42281.441406 Penalty: 3047.516113
	Iteration 7Q: 3 clusters Score -42281.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -42286.605469 Penalty: 3047.516113
	Iteration 8Q: 3 clusters Score -42286.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -42290.074219 Penalty: 3047.516113
	Iteration 9Q: 3 clusters Score -42290.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -42301.734375 Penalty: 3047.516113
	Iteration 10Q: 3 clusters Score -42301.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -42310.367188 Penalty: 3047.516113
	Iteration 11Q: 3 clusters Score -42310.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -42316.378906 Penalty: 3047.516113
	Iteration 12Q: 3 clusters Score -42316.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -42323.164062 Penalty: 3047.516113
	Iteration 13Q: 3 clusters Score -42323.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -42323.164062 Penalty: 3047.516113
	Iteration 14F: 3 clusters Score -42323.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (41141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41141 members 
Entering Unmasked Estep 
Score: -4997171.000000 Penalty: 2634.940674
	Iteration 0F: 2 clusters Score -4997171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -4969368.000000 Penalty: 5269.881348
	Iteration 0F: 3 clusters Score -4969368 nChanged 18738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -4980012.000000 Penalty: 5269.881348
	Iteration 1F: 3 clusters Score -4980012 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -4980887.000000 Penalty: 5269.881348
	Iteration 2F: 3 clusters Score -4980887 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -4981849.000000 Penalty: 5269.881348
	Iteration 3F: 3 clusters Score -4981849 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -4983068.000000 Penalty: 5269.881348
	Iteration 4F: 3 clusters Score -4983068 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -4984436.000000 Penalty: 5269.881348
	Iteration 5F: 3 clusters Score -4984436 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -4986148.500000 Penalty: 5269.881348
	Iteration 6F: 3 clusters Score -4986148 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -4987934.500000 Penalty: 5269.881348
	Iteration 7F: 3 clusters Score -4987934 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -4989586.500000 Penalty: 5269.881348
	Iteration 8F: 3 clusters Score -4989586 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -4990742.000000 Penalty: 5269.881348
	Iteration 9Q: 3 clusters Score -4990742 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28714 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -4991463.000000 Penalty: 5269.881348
	Iteration 10Q: 3 clusters Score -4991463 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -4991932.500000 Penalty: 5269.881348
	Iteration 11Q: 3 clusters Score -4991932 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -4992284.500000 Penalty: 5269.881348
	Iteration 12Q: 3 clusters Score -4992284 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31058 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -4992552.000000 Penalty: 5269.881348
	Iteration 13Q: 3 clusters Score -4992552 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31743 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -4992843.000000 Penalty: 5269.881348
	Iteration 14Q: 3 clusters Score -4992843 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -4993046.000000 Penalty: 5269.881348
	Iteration 15Q: 3 clusters Score -4993046 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -4993247.500000 Penalty: 5269.881348
	Iteration 16Q: 3 clusters Score -4993248 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33456 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -4993434.000000 Penalty: 5269.881348
	Iteration 17Q: 3 clusters Score -4993434 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -4993609.000000 Penalty: 5269.881348
	Iteration 18Q: 3 clusters Score -4993609 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -4993786.500000 Penalty: 5269.881348
	Iteration 19Q: 3 clusters Score -4993786 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34859 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -4993949.000000 Penalty: 5269.881348
	Iteration 20F: 3 clusters Score -4993949 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -4994055.000000 Penalty: 5269.881348
	Iteration 21Q: 3 clusters Score -4994055 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -4994151.000000 Penalty: 5269.881348
	Iteration 22Q: 3 clusters Score -4994151 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35930 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -4994232.000000 Penalty: 5269.881348
	Iteration 23Q: 3 clusters Score -4994232 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -4994343.000000 Penalty: 5269.881348
	Iteration 24Q: 3 clusters Score -4994343 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36549 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -4994408.000000 Penalty: 5269.881348
	Iteration 25Q: 3 clusters Score -4994408 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -4994512.000000 Penalty: 5269.881348
	Iteration 26Q: 3 clusters Score -4994512 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37113 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -4994605.000000 Penalty: 5269.881348
	Iteration 27Q: 3 clusters Score -4994605 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37349 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -4994695.500000 Penalty: 5269.881348
	Iteration 28Q: 3 clusters Score -4994696 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37545 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -4994778.000000 Penalty: 5269.881348
	Iteration 29Q: 3 clusters Score -4994778 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37722 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -4994835.500000 Penalty: 5269.881348
	Iteration 30Q: 3 clusters Score -4994836 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37875 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -4994905.500000 Penalty: 5269.881348
	Iteration 31Q: 3 clusters Score -4994906 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37993 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -4994935.000000 Penalty: 5269.881348
	Iteration 32Q: 3 clusters Score -4994935 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38090 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -4994971.000000 Penalty: 5269.881348
	Iteration 33Q: 3 clusters Score -4994971 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38185 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -4995013.500000 Penalty: 5269.881348
	Iteration 34Q: 3 clusters Score -4995014 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38283 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -4995037.500000 Penalty: 5269.881348
	Iteration 35Q: 3 clusters Score -4995038 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -4995074.000000 Penalty: 5269.881348
	Iteration 36Q: 3 clusters Score -4995074 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38418 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -4995095.000000 Penalty: 5269.881348
	Iteration 37Q: 3 clusters Score -4995095 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38471 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -4995103.000000 Penalty: 5269.881348
	Iteration 38Q: 3 clusters Score -4995103 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38508 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -4995117.500000 Penalty: 5269.881348
	Iteration 39Q: 3 clusters Score -4995118 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38540 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -4995123.500000 Penalty: 5269.881348
	Iteration 40F: 3 clusters Score -4995124 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38572 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -4995134.500000 Penalty: 5269.881348
	Iteration 41Q: 3 clusters Score -4995134 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -4995139.500000 Penalty: 5269.881348
	Iteration 42Q: 3 clusters Score -4995140 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38644 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -4995147.500000 Penalty: 5269.881348
	Iteration 43Q: 3 clusters Score -4995148 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38688 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -4995153.000000 Penalty: 5269.881348
	Iteration 44Q: 3 clusters Score -4995153 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38716 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -4995168.500000 Penalty: 5269.881348
	Iteration 45Q: 3 clusters Score -4995168 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38741 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -4995178.000000 Penalty: 5269.881348
	Iteration 46Q: 3 clusters Score -4995178 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38771 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -4995185.000000 Penalty: 5269.881348
	Iteration 47Q: 3 clusters Score -4995185 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38799 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -4995182.000000 Penalty: 5269.881348
	Iteration 48Q: 3 clusters Score -4995182 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38826 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -4995193.000000 Penalty: 5269.881348
	Iteration 49Q: 3 clusters Score -4995193 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38853 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -4995211.000000 Penalty: 5269.881348
	Iteration 50Q: 3 clusters Score -4995211 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38876 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -4995222.000000 Penalty: 5269.881348
	Iteration 51Q: 3 clusters Score -4995222 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -4995236.500000 Penalty: 5269.881348
	Iteration 52Q: 3 clusters Score -4995236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38918 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -4995237.500000 Penalty: 5269.881348
	Iteration 53Q: 3 clusters Score -4995238 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38937 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -4995246.500000 Penalty: 5269.881348
	Iteration 54Q: 3 clusters Score -4995246 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38954 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -4995250.000000 Penalty: 5269.881348
	Iteration 55Q: 3 clusters Score -4995250 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -4995254.000000 Penalty: 5269.881348
	Iteration 56Q: 3 clusters Score -4995254 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38997 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -4995270.000000 Penalty: 5269.881348
	Iteration 57Q: 3 clusters Score -4995270 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39024 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -4995270.500000 Penalty: 5269.881348
	Iteration 58Q: 3 clusters Score -4995270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39039 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -4995273.500000 Penalty: 5269.881348
	Iteration 59Q: 3 clusters Score -4995274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39052 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -4995277.000000 Penalty: 5269.881348
	Iteration 60F: 3 clusters Score -4995277 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39069 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -4995287.000000 Penalty: 5269.881348
	Iteration 61Q: 3 clusters Score -4995287 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39084 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -4995293.500000 Penalty: 5269.881348
	Iteration 62Q: 3 clusters Score -4995294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39094 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -4995303.000000 Penalty: 5269.881348
	Iteration 63Q: 3 clusters Score -4995303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39103 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -4995304.000000 Penalty: 5269.881348
	Iteration 64Q: 3 clusters Score -4995304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39113 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -4995302.500000 Penalty: 5269.881348
	Iteration 65Q: 3 clusters Score -4995302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -4995309.000000 Penalty: 5269.881348
	Iteration 66Q: 3 clusters Score -4995309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39125 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -4995307.000000 Penalty: 5269.881348
	Iteration 67Q: 3 clusters Score -4995307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39128 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -4995304.500000 Penalty: 5269.881348
	Iteration 68Q: 3 clusters Score -4995304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39131 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -4995304.500000 Penalty: 5269.881348
	Iteration 69Q: 3 clusters Score -4995304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39132 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -4995304.500000 Penalty: 5269.881348
	Iteration 70Q: 3 clusters Score -4995304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39132 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -4995304.500000 Penalty: 5269.881348
	Iteration 71F: 3 clusters Score -4995304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (43916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43916 members 
Entering Unmasked Estep 
Score: -5005535.000000 Penalty: 2651.128418
	Iteration 0F: 2 clusters Score -5005535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -4975730.500000 Penalty: 5302.256836
	Iteration 0F: 3 clusters Score -4975730 nChanged 20282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -4987028.000000 Penalty: 5302.256836
	Iteration 1F: 3 clusters Score -4987028 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -4987744.500000 Penalty: 5302.256836
	Iteration 2Q: 3 clusters Score -4987744 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -4988588.000000 Penalty: 5302.256836
	Iteration 3Q: 3 clusters Score -4988588 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -4989708.000000 Penalty: 5302.256836
	Iteration 4Q: 3 clusters Score -4989708 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -4990952.000000 Penalty: 5302.256836
	Iteration 5F: 3 clusters Score -4990952 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -4992210.500000 Penalty: 5302.256836
	Iteration 6F: 3 clusters Score -4992210 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -4993501.000000 Penalty: 5302.256836
	Iteration 7F: 3 clusters Score -4993501 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 26875 members 
Entering Unmasked Estep 
Score: -4994818.500000 Penalty: 5302.256836
	Iteration 8F: 3 clusters Score -4994818 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 28381 members 
Entering Unmasked Estep 
Score: -4996270.000000 Penalty: 5302.256836
	Iteration 9F: 3 clusters Score -4996270 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -4997675.000000 Penalty: 5302.256836
	Iteration 10Q: 3 clusters Score -4997675 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
Score: -4998989.000000 Penalty: 5302.256836
	Iteration 11Q: 3 clusters Score -4998989 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 32637 members 
Entering Unmasked Estep 
Score: -5000266.000000 Penalty: 5302.256836
	Iteration 12Q: 3 clusters Score -5000266 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 33649 members 
Entering Unmasked Estep 
Score: -5001181.500000 Penalty: 5302.256836
	Iteration 13Q: 3 clusters Score -5001182 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 34438 members 
Entering Unmasked Estep 
Score: -5001751.000000 Penalty: 5302.256836
	Iteration 14Q: 3 clusters Score -5001751 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 35025 members 
Entering Unmasked Estep 
Score: -5002043.500000 Penalty: 5302.256836
	Iteration 15Q: 3 clusters Score -5002044 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 35583 members 
Entering Unmasked Estep 
Score: -5002280.000000 Penalty: 5302.256836
	Iteration 16Q: 3 clusters Score -5002280 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 36078 members 
Entering Unmasked Estep 
Score: -5002469.000000 Penalty: 5302.256836
	Iteration 17Q: 3 clusters Score -5002469 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 36561 members 
Entering Unmasked Estep 
Score: -5002648.000000 Penalty: 5302.256836
	Iteration 18Q: 3 clusters Score -5002648 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 37011 members 
Entering Unmasked Estep 
Score: -5002839.000000 Penalty: 5302.256836
	Iteration 19Q: 3 clusters Score -5002839 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 37450 members 
Entering Unmasked Estep 
Score: -5003012.000000 Penalty: 5302.256836
	Iteration 20F: 3 clusters Score -5003012 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
Score: -5003210.500000 Penalty: 5302.256836
	Iteration 21Q: 3 clusters Score -5003210 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 38317 members 
Entering Unmasked Estep 
Score: -5003377.000000 Penalty: 5302.256836
	Iteration 22Q: 3 clusters Score -5003377 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 38694 members 
Entering Unmasked Estep 
Score: -5003544.000000 Penalty: 5302.256836
	Iteration 23Q: 3 clusters Score -5003544 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 39045 members 
Entering Unmasked Estep 
Score: -5003684.500000 Penalty: 5302.256836
	Iteration 24Q: 3 clusters Score -5003684 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 39365 members 
Entering Unmasked Estep 
Score: -5003802.500000 Penalty: 5302.256836
	Iteration 25Q: 3 clusters Score -5003802 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 39643 members 
Entering Unmasked Estep 
Score: -5003884.000000 Penalty: 5302.256836
	Iteration 26Q: 3 clusters Score -5003884 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 39883 members 
Entering Unmasked Estep 
Score: -5003953.500000 Penalty: 5302.256836
	Iteration 27Q: 3 clusters Score -5003954 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 40094 members 
Entering Unmasked Estep 
Score: -5004019.500000 Penalty: 5302.256836
	Iteration 28Q: 3 clusters Score -5004020 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 40277 members 
Entering Unmasked Estep 
Score: -5004081.000000 Penalty: 5302.256836
	Iteration 29Q: 3 clusters Score -5004081 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 40421 members 
Entering Unmasked Estep 
Score: -5004124.000000 Penalty: 5302.256836
	Iteration 30Q: 3 clusters Score -5004124 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 40563 members 
Entering Unmasked Estep 
Score: -5004160.000000 Penalty: 5302.256836
	Iteration 31Q: 3 clusters Score -5004160 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 40688 members 
Entering Unmasked Estep 
Score: -5004211.500000 Penalty: 5302.256836
	Iteration 32Q: 3 clusters Score -5004212 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 40796 members 
Entering Unmasked Estep 
Score: -5004239.500000 Penalty: 5302.256836
	Iteration 33Q: 3 clusters Score -5004240 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 40901 members 
Entering Unmasked Estep 
Score: -5004286.000000 Penalty: 5302.256836
	Iteration 34Q: 3 clusters Score -5004286 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 40976 members 
Entering Unmasked Estep 
Score: -5004304.000000 Penalty: 5302.256836
	Iteration 35Q: 3 clusters Score -5004304 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 41038 members 
Entering Unmasked Estep 
Score: -5004327.000000 Penalty: 5302.256836
	Iteration 36Q: 3 clusters Score -5004327 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 41104 members 
Entering Unmasked Estep 
Score: -5004338.000000 Penalty: 5302.256836
	Iteration 37Q: 3 clusters Score -5004338 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
Score: -5004354.500000 Penalty: 5302.256836
	Iteration 38Q: 3 clusters Score -5004354 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 41180 members 
Entering Unmasked Estep 
Score: -5004369.500000 Penalty: 5302.256836
	Iteration 39Q: 3 clusters Score -5004370 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 41222 members 
Entering Unmasked Estep 
Score: -5004376.500000 Penalty: 5302.256836
	Iteration 40F: 3 clusters Score -5004376 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 41260 members 
Entering Unmasked Estep 
Score: -5004392.500000 Penalty: 5302.256836
	Iteration 41Q: 3 clusters Score -5004392 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 41296 members 
Entering Unmasked Estep 
Score: -5004403.000000 Penalty: 5302.256836
	Iteration 42Q: 3 clusters Score -5004403 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 41326 members 
Entering Unmasked Estep 
Score: -5004412.500000 Penalty: 5302.256836
	Iteration 43Q: 3 clusters Score -5004412 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 41352 members 
Entering Unmasked Estep 
Score: -5004421.500000 Penalty: 5302.256836
	Iteration 44Q: 3 clusters Score -5004422 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -5004416.000000 Penalty: 5302.256836
	Iteration 45Q: 3 clusters Score -5004416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 41382 members 
Entering Unmasked Estep 
Score: -5004414.500000 Penalty: 5302.256836
	Iteration 46Q: 3 clusters Score -5004414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 41396 members 
Entering Unmasked Estep 
Score: -5004419.000000 Penalty: 5302.256836
	Iteration 47Q: 3 clusters Score -5004419 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 41408 members 
Entering Unmasked Estep 
Score: -5004430.500000 Penalty: 5302.256836
	Iteration 48Q: 3 clusters Score -5004430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 41424 members 
Entering Unmasked Estep 
Score: -5004433.000000 Penalty: 5302.256836
	Iteration 49Q: 3 clusters Score -5004433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 41433 members 
Entering Unmasked Estep 
Score: -5004433.000000 Penalty: 5302.256836
	Iteration 50Q: 3 clusters Score -5004433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 41434 members 
Entering Unmasked Estep 
Score: -5004433.500000 Penalty: 5302.256836
	Iteration 51Q: 3 clusters Score -5004434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 41439 members 
Entering Unmasked Estep 
Score: -5004441.000000 Penalty: 5302.256836
	Iteration 52Q: 3 clusters Score -5004441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 41446 members 
Entering Unmasked Estep 
Score: -5004441.500000 Penalty: 5302.256836
	Iteration 53Q: 3 clusters Score -5004442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 41453 members 
Entering Unmasked Estep 
Score: -5004438.500000 Penalty: 5302.256836
	Iteration 54Q: 3 clusters Score -5004438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 41458 members 
Entering Unmasked Estep 
Score: -5004441.000000 Penalty: 5302.256836
	Iteration 55Q: 3 clusters Score -5004441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 41462 members 
Entering Unmasked Estep 
Score: -5004440.500000 Penalty: 5302.256836
	Iteration 56Q: 3 clusters Score -5004440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
Score: -5004439.000000 Penalty: 5302.256836
	Iteration 57Q: 3 clusters Score -5004439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 41465 members 
Entering Unmasked Estep 
Score: -5004441.000000 Penalty: 5302.256836
	Iteration 58Q: 3 clusters Score -5004441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 41466 members 
Entering Unmasked Estep 
Score: -5004445.000000 Penalty: 5302.256836
	Iteration 59Q: 3 clusters Score -5004445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 41468 members 
Entering Unmasked Estep 
Score: -5004447.500000 Penalty: 5302.256836
	Iteration 60F: 3 clusters Score -5004448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 41468 members 
Entering Unmasked Estep 
Score: -5004451.000000 Penalty: 5302.256836
	Iteration 61Q: 3 clusters Score -5004451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 41469 members 
Entering Unmasked Estep 
Score: -5004449.000000 Penalty: 5302.256836
	Iteration 62Q: 3 clusters Score -5004449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 41470 members 
Entering Unmasked Estep 
Score: -5004449.000000 Penalty: 5302.256836
	Iteration 63Q: 3 clusters Score -5004449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 41470 members 
Entering Unmasked Estep 
Score: -5004449.000000 Penalty: 5302.256836
	Iteration 64F: 3 clusters Score -5004449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Entering Unmasked Estep 
Score: -2034271.125000 Penalty: 2429.494141
	Iteration 0F: 2 clusters Score -2034271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -2021500.750000 Penalty: 4858.988281
	Iteration 0F: 3 clusters Score -2021501 nChanged 7826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -2026171.375000 Penalty: 4858.988281
	Iteration 1F: 3 clusters Score -2026171 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -2027018.625000 Penalty: 4858.988281
	Iteration 2F: 3 clusters Score -2027019 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -2027867.375000 Penalty: 4858.988281
	Iteration 3F: 3 clusters Score -2027867 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -2028614.125000 Penalty: 4858.988281
	Iteration 4F: 3 clusters Score -2028614 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -2029249.500000 Penalty: 4858.988281
	Iteration 5F: 3 clusters Score -2029250 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -2029750.625000 Penalty: 4858.988281
	Iteration 6F: 3 clusters Score -2029751 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -2030172.500000 Penalty: 4858.988281
	Iteration 7Q: 3 clusters Score -2030172 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -2030491.125000 Penalty: 4858.988281
	Iteration 8Q: 3 clusters Score -2030491 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -2030721.250000 Penalty: 4858.988281
	Iteration 9Q: 3 clusters Score -2030721 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -2030940.625000 Penalty: 4858.988281
	Iteration 10Q: 3 clusters Score -2030941 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -2031132.000000 Penalty: 4858.988281
	Iteration 11Q: 3 clusters Score -2031132 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -2031270.625000 Penalty: 4858.988281
	Iteration 12Q: 3 clusters Score -2031271 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -2031358.500000 Penalty: 4858.988281
	Iteration 13Q: 3 clusters Score -2031358 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -2031419.250000 Penalty: 4858.988281
	Iteration 14Q: 3 clusters Score -2031419 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -2031475.125000 Penalty: 4858.988281
	Iteration 15Q: 3 clusters Score -2031475 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -2031511.875000 Penalty: 4858.988281
	Iteration 16Q: 3 clusters Score -2031512 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -2031532.875000 Penalty: 4858.988281
	Iteration 17Q: 3 clusters Score -2031533 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -2031555.500000 Penalty: 4858.988281
	Iteration 18Q: 3 clusters Score -2031556 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -2031575.500000 Penalty: 4858.988281
	Iteration 19Q: 3 clusters Score -2031576 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -2031590.750000 Penalty: 4858.988281
	Iteration 20F: 3 clusters Score -2031591 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -2031611.125000 Penalty: 4858.988281
	Iteration 21Q: 3 clusters Score -2031611 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -2031634.625000 Penalty: 4858.988281
	Iteration 22Q: 3 clusters Score -2031635 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -2031647.000000 Penalty: 4858.988281
	Iteration 23Q: 3 clusters Score -2031647 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -2031660.500000 Penalty: 4858.988281
	Iteration 24Q: 3 clusters Score -2031660 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -2031669.875000 Penalty: 4858.988281
	Iteration 25Q: 3 clusters Score -2031670 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -2031678.125000 Penalty: 4858.988281
	Iteration 26Q: 3 clusters Score -2031678 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -2031689.750000 Penalty: 4858.988281
	Iteration 27Q: 3 clusters Score -2031690 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -2031694.000000 Penalty: 4858.988281
	Iteration 28Q: 3 clusters Score -2031694 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -2031698.875000 Penalty: 4858.988281
	Iteration 29Q: 3 clusters Score -2031699 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -2031705.625000 Penalty: 4858.988281
	Iteration 30Q: 3 clusters Score -2031706 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -2031713.500000 Penalty: 4858.988281
	Iteration 31Q: 3 clusters Score -2031714 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -2031724.875000 Penalty: 4858.988281
	Iteration 32Q: 3 clusters Score -2031725 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -2031733.375000 Penalty: 4858.988281
	Iteration 33Q: 3 clusters Score -2031733 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -2031750.000000 Penalty: 4858.988281
	Iteration 34Q: 3 clusters Score -2031750 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -2031762.500000 Penalty: 4858.988281
	Iteration 35Q: 3 clusters Score -2031762 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -2031772.625000 Penalty: 4858.988281
	Iteration 36Q: 3 clusters Score -2031773 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -2031791.500000 Penalty: 4858.988281
	Iteration 37Q: 3 clusters Score -2031792 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -2031801.875000 Penalty: 4858.988281
	Iteration 38Q: 3 clusters Score -2031802 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -2031819.000000 Penalty: 4858.988281
	Iteration 39Q: 3 clusters Score -2031819 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -2031841.750000 Penalty: 4858.988281
	Iteration 40F: 3 clusters Score -2031842 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -2031877.750000 Penalty: 4858.988281
	Iteration 41Q: 3 clusters Score -2031878 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -2031934.250000 Penalty: 4858.988281
	Iteration 42Q: 3 clusters Score -2031934 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -2032006.125000 Penalty: 4858.988281
	Iteration 43Q: 3 clusters Score -2032006 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2032086.375000 Penalty: 4858.988281
	Iteration 44Q: 3 clusters Score -2032086 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -2032149.500000 Penalty: 4858.988281
	Iteration 45Q: 3 clusters Score -2032150 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -2032222.375000 Penalty: 4858.988281
	Iteration 46Q: 3 clusters Score -2032222 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -2032279.625000 Penalty: 4858.988281
	Iteration 47Q: 3 clusters Score -2032280 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -2032330.875000 Penalty: 4858.988281
	Iteration 48Q: 3 clusters Score -2032331 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -2032351.875000 Penalty: 4858.988281
	Iteration 49Q: 3 clusters Score -2032352 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -2032369.500000 Penalty: 4858.988281
	Iteration 50Q: 3 clusters Score -2032370 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -2032386.500000 Penalty: 4858.988281
	Iteration 51Q: 3 clusters Score -2032386 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -2032400.500000 Penalty: 4858.988281
	Iteration 52Q: 3 clusters Score -2032400 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2032408.750000 Penalty: 4858.988281
	Iteration 53Q: 3 clusters Score -2032409 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -2032416.750000 Penalty: 4858.988281
	Iteration 54Q: 3 clusters Score -2032417 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -2032421.000000 Penalty: 4858.988281
	Iteration 55Q: 3 clusters Score -2032421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -2032419.375000 Penalty: 4858.988281
	Iteration 56Q: 3 clusters Score -2032419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -2032425.000000 Penalty: 4858.988281
	Iteration 57Q: 3 clusters Score -2032425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -2032420.875000 Penalty: 4858.988281
	Iteration 58Q: 3 clusters Score -2032421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -2032424.750000 Penalty: 4858.988281
	Iteration 59Q: 3 clusters Score -2032425 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -2032427.125000 Penalty: 4858.988281
	Iteration 60F: 3 clusters Score -2032427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -2032425.125000 Penalty: 4858.988281
	Iteration 61Q: 3 clusters Score -2032425 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -2032430.125000 Penalty: 4858.988281
	Iteration 62Q: 3 clusters Score -2032430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -2032430.375000 Penalty: 4858.988281
	Iteration 63Q: 3 clusters Score -2032430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -2032429.750000 Penalty: 4858.988281
	Iteration 64Q: 3 clusters Score -2032430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -2032428.500000 Penalty: 4858.988281
	Iteration 65Q: 3 clusters Score -2032428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -2032432.750000 Penalty: 4858.988281
	Iteration 66Q: 3 clusters Score -2032433 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -2032434.750000 Penalty: 4858.988281
	Iteration 67Q: 3 clusters Score -2032435 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -2032443.250000 Penalty: 4858.988281
	Iteration 68Q: 3 clusters Score -2032443 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -2032446.375000 Penalty: 4858.988281
	Iteration 69Q: 3 clusters Score -2032446 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -2032450.250000 Penalty: 4858.988281
	Iteration 70Q: 3 clusters Score -2032450 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -2032455.000000 Penalty: 4858.988281
	Iteration 71Q: 3 clusters Score -2032455 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -2032463.500000 Penalty: 4858.988281
	Iteration 72Q: 3 clusters Score -2032464 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -2032469.000000 Penalty: 4858.988281
	Iteration 73Q: 3 clusters Score -2032469 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -2032471.750000 Penalty: 4858.988281
	Iteration 74Q: 3 clusters Score -2032472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -2032476.875000 Penalty: 4858.988281
	Iteration 75Q: 3 clusters Score -2032477 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -2032478.500000 Penalty: 4858.988281
	Iteration 76Q: 3 clusters Score -2032478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -2032482.500000 Penalty: 4858.988281
	Iteration 77Q: 3 clusters Score -2032482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -2032490.000000 Penalty: 4858.988281
	Iteration 78Q: 3 clusters Score -2032490 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -2032491.000000 Penalty: 4858.988281
	Iteration 79Q: 3 clusters Score -2032491 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -2032492.625000 Penalty: 4858.988281
	Iteration 80F: 3 clusters Score -2032493 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -2032496.625000 Penalty: 4858.988281
	Iteration 81Q: 3 clusters Score -2032497 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -2032501.250000 Penalty: 4858.988281
	Iteration 82Q: 3 clusters Score -2032501 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -2032504.125000 Penalty: 4858.988281
	Iteration 83Q: 3 clusters Score -2032504 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -2032512.250000 Penalty: 4858.988281
	Iteration 84Q: 3 clusters Score -2032512 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -2032518.500000 Penalty: 4858.988281
	Iteration 85Q: 3 clusters Score -2032518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -2032509.500000 Penalty: 4858.988281
	Iteration 86Q: 3 clusters Score -2032510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -2032516.625000 Penalty: 4858.988281
	Iteration 87Q: 3 clusters Score -2032517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -2032515.750000 Penalty: 4858.988281
	Iteration 88Q: 3 clusters Score -2032516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -2032516.125000 Penalty: 4858.988281
	Iteration 89Q: 3 clusters Score -2032516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -2032520.750000 Penalty: 4858.988281
	Iteration 90Q: 3 clusters Score -2032521 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -2032525.250000 Penalty: 4858.988281
	Iteration 91Q: 3 clusters Score -2032525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -2032525.375000 Penalty: 4858.988281
	Iteration 92Q: 3 clusters Score -2032525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -2032524.750000 Penalty: 4858.988281
	Iteration 93Q: 3 clusters Score -2032525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -2032523.000000 Penalty: 4858.988281
	Iteration 94Q: 3 clusters Score -2032523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -2032522.750000 Penalty: 4858.988281
	Iteration 95Q: 3 clusters Score -2032523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -2032521.625000 Penalty: 4858.988281
	Iteration 96Q: 3 clusters Score -2032522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -2032521.625000 Penalty: 4858.988281
	Iteration 97F: 3 clusters Score -2032522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Entering Unmasked Estep 
Score: -2001998.375000 Penalty: 2407.362793
	Iteration 0F: 2 clusters Score -2001998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1990207.250000 Penalty: 4814.725586
	Iteration 0F: 3 clusters Score -1990207 nChanged 7136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1994133.250000 Penalty: 4814.725586
	Iteration 1F: 3 clusters Score -1994133 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1994676.250000 Penalty: 4814.725586
	Iteration 2F: 3 clusters Score -1994676 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1995196.000000 Penalty: 4814.725586
	Iteration 3F: 3 clusters Score -1995196 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1995675.750000 Penalty: 4814.725586
	Iteration 4F: 3 clusters Score -1995676 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1996176.250000 Penalty: 4814.725586
	Iteration 5Q: 3 clusters Score -1996176 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1996630.375000 Penalty: 4814.725586
	Iteration 6Q: 3 clusters Score -1996630 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1997103.500000 Penalty: 4814.725586
	Iteration 7Q: 3 clusters Score -1997104 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1997530.125000 Penalty: 4814.725586
	Iteration 8Q: 3 clusters Score -1997530 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1997912.750000 Penalty: 4814.725586
	Iteration 9Q: 3 clusters Score -1997913 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1998236.625000 Penalty: 4814.725586
	Iteration 10Q: 3 clusters Score -1998237 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1998493.750000 Penalty: 4814.725586
	Iteration 11Q: 3 clusters Score -1998494 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1998681.000000 Penalty: 4814.725586
	Iteration 12Q: 3 clusters Score -1998681 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1998799.250000 Penalty: 4814.725586
	Iteration 13Q: 3 clusters Score -1998799 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1998895.250000 Penalty: 4814.725586
	Iteration 14Q: 3 clusters Score -1998895 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1998970.000000 Penalty: 4814.725586
	Iteration 15Q: 3 clusters Score -1998970 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1999046.875000 Penalty: 4814.725586
	Iteration 16Q: 3 clusters Score -1999047 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1999104.250000 Penalty: 4814.725586
	Iteration 17Q: 3 clusters Score -1999104 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1999154.750000 Penalty: 4814.725586
	Iteration 18Q: 3 clusters Score -1999155 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1999202.750000 Penalty: 4814.725586
	Iteration 19Q: 3 clusters Score -1999203 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1999235.875000 Penalty: 4814.725586
	Iteration 20F: 3 clusters Score -1999236 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1999261.750000 Penalty: 4814.725586
	Iteration 21Q: 3 clusters Score -1999262 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1999281.750000 Penalty: 4814.725586
	Iteration 22Q: 3 clusters Score -1999282 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1999301.875000 Penalty: 4814.725586
	Iteration 23Q: 3 clusters Score -1999302 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1999319.125000 Penalty: 4814.725586
	Iteration 24Q: 3 clusters Score -1999319 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1999334.000000 Penalty: 4814.725586
	Iteration 25Q: 3 clusters Score -1999334 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1999340.875000 Penalty: 4814.725586
	Iteration 26Q: 3 clusters Score -1999341 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1999355.000000 Penalty: 4814.725586
	Iteration 27Q: 3 clusters Score -1999355 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1999362.125000 Penalty: 4814.725586
	Iteration 28Q: 3 clusters Score -1999362 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1999375.625000 Penalty: 4814.725586
	Iteration 29Q: 3 clusters Score -1999376 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1999389.375000 Penalty: 4814.725586
	Iteration 30Q: 3 clusters Score -1999389 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1999395.375000 Penalty: 4814.725586
	Iteration 31Q: 3 clusters Score -1999395 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1999402.625000 Penalty: 4814.725586
	Iteration 32Q: 3 clusters Score -1999403 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1999402.125000 Penalty: 4814.725586
	Iteration 33Q: 3 clusters Score -1999402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1999407.375000 Penalty: 4814.725586
	Iteration 34Q: 3 clusters Score -1999407 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1999408.875000 Penalty: 4814.725586
	Iteration 35Q: 3 clusters Score -1999409 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1999411.875000 Penalty: 4814.725586
	Iteration 36Q: 3 clusters Score -1999412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1999407.125000 Penalty: 4814.725586
	Iteration 37Q: 3 clusters Score -1999407 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1999409.750000 Penalty: 4814.725586
	Iteration 38Q: 3 clusters Score -1999410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1999407.875000 Penalty: 4814.725586
	Iteration 39Q: 3 clusters Score -1999408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1999411.250000 Penalty: 4814.725586
	Iteration 40F: 3 clusters Score -1999411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1999411.000000 Penalty: 4814.725586
	Iteration 41Q: 3 clusters Score -1999411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1999417.875000 Penalty: 4814.725586
	Iteration 42Q: 3 clusters Score -1999418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1999418.250000 Penalty: 4814.725586
	Iteration 43Q: 3 clusters Score -1999418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1999416.750000 Penalty: 4814.725586
	Iteration 44Q: 3 clusters Score -1999417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1999417.625000 Penalty: 4814.725586
	Iteration 45Q: 3 clusters Score -1999418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1999417.000000 Penalty: 4814.725586
	Iteration 46Q: 3 clusters Score -1999417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1999418.125000 Penalty: 4814.725586
	Iteration 47Q: 3 clusters Score -1999418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1999415.875000 Penalty: 4814.725586
	Iteration 48Q: 3 clusters Score -1999416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1999419.250000 Penalty: 4814.725586
	Iteration 49Q: 3 clusters Score -1999419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1999419.375000 Penalty: 4814.725586
	Iteration 50Q: 3 clusters Score -1999419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1999421.250000 Penalty: 4814.725586
	Iteration 51Q: 3 clusters Score -1999421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1999422.250000 Penalty: 4814.725586
	Iteration 52Q: 3 clusters Score -1999422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1999421.125000 Penalty: 4814.725586
	Iteration 53Q: 3 clusters Score -1999421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1999422.125000 Penalty: 4814.725586
	Iteration 54Q: 3 clusters Score -1999422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1999421.500000 Penalty: 4814.725586
	Iteration 55Q: 3 clusters Score -1999422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1999419.125000 Penalty: 4814.725586
	Iteration 56Q: 3 clusters Score -1999419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1999417.875000 Penalty: 4814.725586
	Iteration 57Q: 3 clusters Score -1999418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1999417.375000 Penalty: 4814.725586
	Iteration 58Q: 3 clusters Score -1999417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1999419.750000 Penalty: 4814.725586
	Iteration 59Q: 3 clusters Score -1999420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1999419.750000 Penalty: 4814.725586
	Iteration 60F: 3 clusters Score -1999420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1999421.000000 Penalty: 4814.725586
	Iteration 61Q: 3 clusters Score -1999421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1999422.375000 Penalty: 4814.725586
	Iteration 62Q: 3 clusters Score -1999422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1999421.500000 Penalty: 4814.725586
	Iteration 63Q: 3 clusters Score -1999422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1999421.500000 Penalty: 4814.725586
	Iteration 64F: 3 clusters Score -1999422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Entering Unmasked Estep 
Score: -741560.000000 Penalty: 2179.608887
	Iteration 0F: 2 clusters Score -741560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -736015.000000 Penalty: 4359.217773
	Iteration 0F: 3 clusters Score -736015 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -737594.750000 Penalty: 4359.217773
	Iteration 1F: 3 clusters Score -737594.8 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -737920.500000 Penalty: 4359.217773
	Iteration 2F: 3 clusters Score -737920.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -738143.375000 Penalty: 4359.217773
	Iteration 3F: 3 clusters Score -738143.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -738309.937500 Penalty: 4359.217773
	Iteration 4Q: 3 clusters Score -738309.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -738457.187500 Penalty: 4359.217773
	Iteration 5Q: 3 clusters Score -738457.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -738591.875000 Penalty: 4359.217773
	Iteration 6Q: 3 clusters Score -738591.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -738686.187500 Penalty: 4359.217773
	Iteration 7Q: 3 clusters Score -738686.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -738794.062500 Penalty: 4359.217773
	Iteration 8Q: 3 clusters Score -738794.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -738904.812500 Penalty: 4359.217773
	Iteration 9Q: 3 clusters Score -738904.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -738994.687500 Penalty: 4359.217773
	Iteration 10Q: 3 clusters Score -738994.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -739058.000000 Penalty: 4359.217773
	Iteration 11Q: 3 clusters Score -739058 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -739118.625000 Penalty: 4359.217773
	Iteration 12Q: 3 clusters Score -739118.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -739176.312500 Penalty: 4359.217773
	Iteration 13Q: 3 clusters Score -739176.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -739233.625000 Penalty: 4359.217773
	Iteration 14Q: 3 clusters Score -739233.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -739281.625000 Penalty: 4359.217773
	Iteration 15Q: 3 clusters Score -739281.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -739318.937500 Penalty: 4359.217773
	Iteration 16Q: 3 clusters Score -739318.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -739350.937500 Penalty: 4359.217773
	Iteration 17Q: 3 clusters Score -739350.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -739381.375000 Penalty: 4359.217773
	Iteration 18Q: 3 clusters Score -739381.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -739408.500000 Penalty: 4359.217773
	Iteration 19Q: 3 clusters Score -739408.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -739444.625000 Penalty: 4359.217773
	Iteration 20F: 3 clusters Score -739444.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -739472.437500 Penalty: 4359.217773
	Iteration 21Q: 3 clusters Score -739472.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -739495.625000 Penalty: 4359.217773
	Iteration 22Q: 3 clusters Score -739495.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -739516.375000 Penalty: 4359.217773
	Iteration 23Q: 3 clusters Score -739516.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -739537.750000 Penalty: 4359.217773
	Iteration 24Q: 3 clusters Score -739537.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -739560.812500 Penalty: 4359.217773
	Iteration 25Q: 3 clusters Score -739560.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -739576.312500 Penalty: 4359.217773
	Iteration 26Q: 3 clusters Score -739576.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -739591.750000 Penalty: 4359.217773
	Iteration 27Q: 3 clusters Score -739591.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -739603.937500 Penalty: 4359.217773
	Iteration 28Q: 3 clusters Score -739603.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -739614.625000 Penalty: 4359.217773
	Iteration 29Q: 3 clusters Score -739614.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -739619.437500 Penalty: 4359.217773
	Iteration 30Q: 3 clusters Score -739619.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -739624.625000 Penalty: 4359.217773
	Iteration 31Q: 3 clusters Score -739624.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -739625.937500 Penalty: 4359.217773
	Iteration 32Q: 3 clusters Score -739625.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -739627.125000 Penalty: 4359.217773
	Iteration 33Q: 3 clusters Score -739627.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -739631.062500 Penalty: 4359.217773
	Iteration 34Q: 3 clusters Score -739631.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -739634.062500 Penalty: 4359.217773
	Iteration 35Q: 3 clusters Score -739634.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -739636.500000 Penalty: 4359.217773
	Iteration 36Q: 3 clusters Score -739636.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -739638.937500 Penalty: 4359.217773
	Iteration 37Q: 3 clusters Score -739638.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -739639.062500 Penalty: 4359.217773
	Iteration 38Q: 3 clusters Score -739639.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -739639.125000 Penalty: 4359.217773
	Iteration 39Q: 3 clusters Score -739639.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -739642.687500 Penalty: 4359.217773
	Iteration 40F: 3 clusters Score -739642.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -739642.250000 Penalty: 4359.217773
	Iteration 41Q: 3 clusters Score -739642.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -739644.000000 Penalty: 4359.217773
	Iteration 42Q: 3 clusters Score -739644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -739645.125000 Penalty: 4359.217773
	Iteration 43Q: 3 clusters Score -739645.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -739648.687500 Penalty: 4359.217773
	Iteration 44Q: 3 clusters Score -739648.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -739648.000000 Penalty: 4359.217773
	Iteration 45Q: 3 clusters Score -739648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -739650.250000 Penalty: 4359.217773
	Iteration 46Q: 3 clusters Score -739650.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -739650.500000 Penalty: 4359.217773
	Iteration 47Q: 3 clusters Score -739650.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -739653.312500 Penalty: 4359.217773
	Iteration 48Q: 3 clusters Score -739653.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -739655.937500 Penalty: 4359.217773
	Iteration 49Q: 3 clusters Score -739655.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -739659.000000 Penalty: 4359.217773
	Iteration 50Q: 3 clusters Score -739659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -739659.000000 Penalty: 4359.217773
	Iteration 51Q: 3 clusters Score -739659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -739659.812500 Penalty: 4359.217773
	Iteration 52Q: 3 clusters Score -739659.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -739660.562500 Penalty: 4359.217773
	Iteration 53Q: 3 clusters Score -739660.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -739660.562500 Penalty: 4359.217773
	Iteration 54F: 3 clusters Score -739660.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Entering Unmasked Estep 
Score: -639213.062500 Penalty: 2141.606445
	Iteration 0F: 2 clusters Score -639213.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -634309.375000 Penalty: 4283.212891
	Iteration 0F: 3 clusters Score -634309.4 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -635670.937500 Penalty: 4283.212891
	Iteration 1F: 3 clusters Score -635670.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -635912.562500 Penalty: 4283.212891
	Iteration 2F: 3 clusters Score -635912.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -636102.500000 Penalty: 4283.212891
	Iteration 3Q: 3 clusters Score -636102.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -636265.875000 Penalty: 4283.212891
	Iteration 4Q: 3 clusters Score -636265.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -636443.812500 Penalty: 4283.212891
	Iteration 5Q: 3 clusters Score -636443.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -636619.875000 Penalty: 4283.212891
	Iteration 6Q: 3 clusters Score -636619.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -636830.437500 Penalty: 4283.212891
	Iteration 7Q: 3 clusters Score -636830.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -637020.750000 Penalty: 4283.212891
	Iteration 8Q: 3 clusters Score -637020.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -637182.000000 Penalty: 4283.212891
	Iteration 9Q: 3 clusters Score -637182 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -637329.250000 Penalty: 4283.212891
	Iteration 10Q: 3 clusters Score -637329.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -637440.625000 Penalty: 4283.212891
	Iteration 11Q: 3 clusters Score -637440.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -637515.875000 Penalty: 4283.212891
	Iteration 12Q: 3 clusters Score -637515.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -637575.625000 Penalty: 4283.212891
	Iteration 13Q: 3 clusters Score -637575.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -637624.500000 Penalty: 4283.212891
	Iteration 14Q: 3 clusters Score -637624.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -637662.750000 Penalty: 4283.212891
	Iteration 15Q: 3 clusters Score -637662.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -637683.625000 Penalty: 4283.212891
	Iteration 16Q: 3 clusters Score -637683.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -637698.937500 Penalty: 4283.212891
	Iteration 17Q: 3 clusters Score -637698.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -637713.937500 Penalty: 4283.212891
	Iteration 18Q: 3 clusters Score -637713.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -637726.500000 Penalty: 4283.212891
	Iteration 19Q: 3 clusters Score -637726.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -637737.312500 Penalty: 4283.212891
	Iteration 20F: 3 clusters Score -637737.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -637744.062500 Penalty: 4283.212891
	Iteration 21Q: 3 clusters Score -637744.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -637751.437500 Penalty: 4283.212891
	Iteration 22Q: 3 clusters Score -637751.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -637756.062500 Penalty: 4283.212891
	Iteration 23Q: 3 clusters Score -637756.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -637760.062500 Penalty: 4283.212891
	Iteration 24Q: 3 clusters Score -637760.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -637762.875000 Penalty: 4283.212891
	Iteration 25Q: 3 clusters Score -637762.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -637767.500000 Penalty: 4283.212891
	Iteration 26Q: 3 clusters Score -637767.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -637772.062500 Penalty: 4283.212891
	Iteration 27Q: 3 clusters Score -637772.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -637776.562500 Penalty: 4283.212891
	Iteration 28Q: 3 clusters Score -637776.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -637778.875000 Penalty: 4283.212891
	Iteration 29Q: 3 clusters Score -637778.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -637779.562500 Penalty: 4283.212891
	Iteration 30Q: 3 clusters Score -637779.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -637780.437500 Penalty: 4283.212891
	Iteration 31Q: 3 clusters Score -637780.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -637780.437500 Penalty: 4283.212891
	Iteration 32F: 3 clusters Score -637780.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (40533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40533 members 
Entering Unmasked Estep 
Score: -4726158.000000 Penalty: 2631.248291
	Iteration 0F: 2 clusters Score -4726158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -4698587.500000 Penalty: 5262.496582
	Iteration 0F: 3 clusters Score -4698588 nChanged 18531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -4709310.500000 Penalty: 5262.496582
	Iteration 1F: 3 clusters Score -4709310 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -4710340.500000 Penalty: 5262.496582
	Iteration 2F: 3 clusters Score -4710340 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -4711574.000000 Penalty: 5262.496582
	Iteration 3F: 3 clusters Score -4711574 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -4712754.500000 Penalty: 5262.496582
	Iteration 4F: 3 clusters Score -4712754 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -4713938.500000 Penalty: 5262.496582
	Iteration 5F: 3 clusters Score -4713938 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -4715044.500000 Penalty: 5262.496582
	Iteration 6F: 3 clusters Score -4715044 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -4716054.000000 Penalty: 5262.496582
	Iteration 7Q: 3 clusters Score -4716054 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -4717113.000000 Penalty: 5262.496582
	Iteration 8Q: 3 clusters Score -4717113 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -4718137.500000 Penalty: 5262.496582
	Iteration 9Q: 3 clusters Score -4718138 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -4719231.500000 Penalty: 5262.496582
	Iteration 10Q: 3 clusters Score -4719232 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32363 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -4720276.500000 Penalty: 5262.496582
	Iteration 11Q: 3 clusters Score -4720276 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33729 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -4721199.500000 Penalty: 5262.496582
	Iteration 12Q: 3 clusters Score -4721200 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34895 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -4721954.000000 Penalty: 5262.496582
	Iteration 13Q: 3 clusters Score -4721954 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35905 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -4722587.000000 Penalty: 5262.496582
	Iteration 14Q: 3 clusters Score -4722587 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -4723064.000000 Penalty: 5262.496582
	Iteration 15Q: 3 clusters Score -4723064 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37364 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -4723435.500000 Penalty: 5262.496582
	Iteration 16Q: 3 clusters Score -4723436 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37830 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -4723671.500000 Penalty: 5262.496582
	Iteration 17Q: 3 clusters Score -4723672 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38202 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -4723848.500000 Penalty: 5262.496582
	Iteration 18Q: 3 clusters Score -4723848 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38508 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -4724034.500000 Penalty: 5262.496582
	Iteration 19Q: 3 clusters Score -4724034 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38699 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -4724136.500000 Penalty: 5262.496582
	Iteration 20F: 3 clusters Score -4724136 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38842 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -4724192.000000 Penalty: 5262.496582
	Iteration 21Q: 3 clusters Score -4724192 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38964 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -4724263.000000 Penalty: 5262.496582
	Iteration 22Q: 3 clusters Score -4724263 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39062 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -4724329.500000 Penalty: 5262.496582
	Iteration 23Q: 3 clusters Score -4724330 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39133 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -4724368.000000 Penalty: 5262.496582
	Iteration 24Q: 3 clusters Score -4724368 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39188 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -4724387.500000 Penalty: 5262.496582
	Iteration 25Q: 3 clusters Score -4724388 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39227 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -4724400.500000 Penalty: 5262.496582
	Iteration 26Q: 3 clusters Score -4724400 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39257 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -4724414.500000 Penalty: 5262.496582
	Iteration 27Q: 3 clusters Score -4724414 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39280 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4724412.500000 Penalty: 5262.496582
	Iteration 28Q: 3 clusters Score -4724412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39291 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -4724419.500000 Penalty: 5262.496582
	Iteration 29Q: 3 clusters Score -4724420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39303 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -4724418.500000 Penalty: 5262.496582
	Iteration 30Q: 3 clusters Score -4724418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39321 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -4724433.500000 Penalty: 5262.496582
	Iteration 31Q: 3 clusters Score -4724434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39333 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -4724441.000000 Penalty: 5262.496582
	Iteration 32Q: 3 clusters Score -4724441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39346 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -4724448.500000 Penalty: 5262.496582
	Iteration 33Q: 3 clusters Score -4724448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39356 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -4724448.000000 Penalty: 5262.496582
	Iteration 34Q: 3 clusters Score -4724448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39367 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -4724450.500000 Penalty: 5262.496582
	Iteration 35Q: 3 clusters Score -4724450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -4724447.500000 Penalty: 5262.496582
	Iteration 36Q: 3 clusters Score -4724448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -4724447.500000 Penalty: 5262.496582
	Iteration 37Q: 3 clusters Score -4724448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -4724452.000000 Penalty: 5262.496582
	Iteration 38Q: 3 clusters Score -4724452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39376 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -4724450.000000 Penalty: 5262.496582
	Iteration 39Q: 3 clusters Score -4724450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39376 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -4724450.500000 Penalty: 5262.496582
	Iteration 40F: 3 clusters Score -4724450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39379 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4724451.000000 Penalty: 5262.496582
	Iteration 41Q: 3 clusters Score -4724451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39381 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -4724450.000000 Penalty: 5262.496582
	Iteration 42Q: 3 clusters Score -4724450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39385 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -4724452.000000 Penalty: 5262.496582
	Iteration 43Q: 3 clusters Score -4724452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39385 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -4724452.000000 Penalty: 5262.496582
	Iteration 44F: 3 clusters Score -4724452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (29203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Entering Unmasked Estep 
Score: -3398697.500000 Penalty: 2549.942627
	Iteration 0F: 2 clusters Score -3398698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -3378489.750000 Penalty: 5099.885254
	Iteration 0F: 3 clusters Score -3378490 nChanged 13203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -3385650.250000 Penalty: 5099.885254
	Iteration 1F: 3 clusters Score -3385650 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -3386135.750000 Penalty: 5099.885254
	Iteration 2Q: 3 clusters Score -3386136 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -3386565.000000 Penalty: 5099.885254
	Iteration 3Q: 3 clusters Score -3386565 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -3387065.750000 Penalty: 5099.885254
	Iteration 4Q: 3 clusters Score -3387066 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -3387752.000000 Penalty: 5099.885254
	Iteration 5Q: 3 clusters Score -3387752 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -3388814.500000 Penalty: 5099.885254
	Iteration 6F: 3 clusters Score -3388814 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -3390389.250000 Penalty: 5099.885254
	Iteration 7F: 3 clusters Score -3390389 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -3392289.750000 Penalty: 5099.885254
	Iteration 8F: 3 clusters Score -3392290 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -3394055.000000 Penalty: 5099.885254
	Iteration 9F: 3 clusters Score -3394055 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -3395297.000000 Penalty: 5099.885254
	Iteration 10F: 3 clusters Score -3395297 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -3396075.500000 Penalty: 5099.885254
	Iteration 11Q: 3 clusters Score -3396076 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -3396636.000000 Penalty: 5099.885254
	Iteration 12Q: 3 clusters Score -3396636 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -3397102.250000 Penalty: 5099.885254
	Iteration 13Q: 3 clusters Score -3397102 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -3397401.000000 Penalty: 5099.885254
	Iteration 14Q: 3 clusters Score -3397401 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -3397615.750000 Penalty: 5099.885254
	Iteration 15Q: 3 clusters Score -3397616 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -3397747.750000 Penalty: 5099.885254
	Iteration 16Q: 3 clusters Score -3397748 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -3397842.250000 Penalty: 5099.885254
	Iteration 17Q: 3 clusters Score -3397842 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -3397895.000000 Penalty: 5099.885254
	Iteration 18Q: 3 clusters Score -3397895 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -3397937.750000 Penalty: 5099.885254
	Iteration 19Q: 3 clusters Score -3397938 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -3397964.500000 Penalty: 5099.885254
	Iteration 20F: 3 clusters Score -3397964 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -3397973.750000 Penalty: 5099.885254
	Iteration 21Q: 3 clusters Score -3397974 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
Score: -3397986.250000 Penalty: 5099.885254
	Iteration 22Q: 3 clusters Score -3397986 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -3397991.750000 Penalty: 5099.885254
	Iteration 23Q: 3 clusters Score -3397992 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -3397988.000000 Penalty: 5099.885254
	Iteration 24Q: 3 clusters Score -3397988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -3397987.250000 Penalty: 5099.885254
	Iteration 25Q: 3 clusters Score -3397987 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 25188 members 
Entering Unmasked Estep 
Score: -3397991.750000 Penalty: 5099.885254
	Iteration 26Q: 3 clusters Score -3397992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -3397997.750000 Penalty: 5099.885254
	Iteration 27Q: 3 clusters Score -3397998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -3397999.500000 Penalty: 5099.885254
	Iteration 28Q: 3 clusters Score -3398000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -3397999.500000 Penalty: 5099.885254
	Iteration 29Q: 3 clusters Score -3398000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -3397998.000000 Penalty: 5099.885254
	Iteration 30Q: 3 clusters Score -3397998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -3397999.000000 Penalty: 5099.885254
	Iteration 31Q: 3 clusters Score -3397999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -3397999.000000 Penalty: 5099.885254
	Iteration 32Q: 3 clusters Score -3397999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -3397995.000000 Penalty: 5099.885254
	Iteration 33Q: 3 clusters Score -3397995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -3397999.000000 Penalty: 5099.885254
	Iteration 34Q: 3 clusters Score -3397999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -3398001.500000 Penalty: 5099.885254
	Iteration 35Q: 3 clusters Score -3398002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -3398000.500000 Penalty: 5099.885254
	Iteration 36Q: 3 clusters Score -3398000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -3398001.500000 Penalty: 5099.885254
	Iteration 37Q: 3 clusters Score -3398002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -3397999.250000 Penalty: 5099.885254
	Iteration 38Q: 3 clusters Score -3397999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -3398001.250000 Penalty: 5099.885254
	Iteration 39Q: 3 clusters Score -3398001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -3398000.250000 Penalty: 5099.885254
	Iteration 40F: 3 clusters Score -3398000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (175962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175962 members 
Entering Unmasked Estep 
Score: -21469724.000000 Penalty: 2995.349609
	Iteration 0F: 2 clusters Score -2.146972e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88147 members 
Mstep: Class 2 contains 87815 members 
Entering Unmasked Estep 
Score: -21352436.000000 Penalty: 5990.699219
	Iteration 0F: 3 clusters Score -2.135244e+07 nChanged 84465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91370 members 
Mstep: Class 2 contains 84592 members 
Entering Unmasked Estep 
Score: -21401652.000000 Penalty: 5990.699219
	Iteration 1F: 3 clusters Score -2.140165e+07 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93345 members 
Mstep: Class 2 contains 82617 members 
Entering Unmasked Estep 
Score: -21403006.000000 Penalty: 5990.699219
	Iteration 2Q: 3 clusters Score -2.140301e+07 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96435 members 
Mstep: Class 2 contains 79527 members 
Entering Unmasked Estep 
Score: -21404730.000000 Penalty: 5990.699219
	Iteration 3Q: 3 clusters Score -2.140473e+07 nChanged 7010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101029 members 
Mstep: Class 2 contains 74933 members 
Entering Unmasked Estep 
Score: -21407160.000000 Penalty: 5990.699219
	Iteration 4Q: 3 clusters Score -2.140716e+07 nChanged 8799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107818 members 
Mstep: Class 2 contains 68144 members 
Entering Unmasked Estep 
Score: -21411562.000000 Penalty: 5990.699219
	Iteration 5F: 3 clusters Score -2.141156e+07 nChanged 10963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117053 members 
Mstep: Class 2 contains 58909 members 
Entering Unmasked Estep 
Score: -21418220.000000 Penalty: 5990.699219
	Iteration 6F: 3 clusters Score -2.141822e+07 nChanged 12638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128287 members 
Mstep: Class 2 contains 47675 members 
Entering Unmasked Estep 
Score: -21427954.000000 Penalty: 5990.699219
	Iteration 7F: 3 clusters Score -2.142795e+07 nChanged 12545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139728 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -21438454.000000 Penalty: 5990.699219
	Iteration 8F: 3 clusters Score -2.143845e+07 nChanged 10557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149503 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -21447556.000000 Penalty: 5990.699219
	Iteration 9F: 3 clusters Score -2.144756e+07 nChanged 7380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156299 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -21454158.000000 Penalty: 5990.699219
	Iteration 10Q: 3 clusters Score -2.145416e+07 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160527 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -21458624.000000 Penalty: 5990.699219
	Iteration 11Q: 3 clusters Score -2.145862e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163087 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -21461412.000000 Penalty: 5990.699219
	Iteration 12Q: 3 clusters Score -2.146141e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164751 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -21463160.000000 Penalty: 5990.699219
	Iteration 13Q: 3 clusters Score -2.146316e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165874 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -21464260.000000 Penalty: 5990.699219
	Iteration 14Q: 3 clusters Score -2.146426e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166680 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -21465184.000000 Penalty: 5990.699219
	Iteration 15Q: 3 clusters Score -2.146518e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167305 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -21465790.000000 Penalty: 5990.699219
	Iteration 16Q: 3 clusters Score -2.146579e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167768 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -21466236.000000 Penalty: 5990.699219
	Iteration 17Q: 3 clusters Score -2.146624e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168110 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -21466676.000000 Penalty: 5990.699219
	Iteration 18Q: 3 clusters Score -2.146668e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168419 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -21466852.000000 Penalty: 5990.699219
	Iteration 19Q: 3 clusters Score -2.146685e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168685 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -21466994.000000 Penalty: 5990.699219
	Iteration 20F: 3 clusters Score -2.146699e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168920 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -21467122.000000 Penalty: 5990.699219
	Iteration 21Q: 3 clusters Score -2.146712e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169098 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -21467222.000000 Penalty: 5990.699219
	Iteration 22Q: 3 clusters Score -2.146722e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169270 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -21467258.000000 Penalty: 5990.699219
	Iteration 23Q: 3 clusters Score -2.146726e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169415 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -21467274.000000 Penalty: 5990.699219
	Iteration 24Q: 3 clusters Score -2.146727e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169539 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -21467300.000000 Penalty: 5990.699219
	Iteration 25Q: 3 clusters Score -2.14673e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169674 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -21467330.000000 Penalty: 5990.699219
	Iteration 26Q: 3 clusters Score -2.146733e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169792 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -21467412.000000 Penalty: 5990.699219
	Iteration 27Q: 3 clusters Score -2.146741e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169897 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -21467434.000000 Penalty: 5990.699219
	Iteration 28Q: 3 clusters Score -2.146743e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169993 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -21467404.000000 Penalty: 5990.699219
	Iteration 29Q: 3 clusters Score -2.14674e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170093 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -21467438.000000 Penalty: 5990.699219
	Iteration 30Q: 3 clusters Score -2.146744e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170182 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -21467444.000000 Penalty: 5990.699219
	Iteration 31Q: 3 clusters Score -2.146744e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170256 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -21467454.000000 Penalty: 5990.699219
	Iteration 32Q: 3 clusters Score -2.146745e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170324 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -21467452.000000 Penalty: 5990.699219
	Iteration 33Q: 3 clusters Score -2.146745e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170392 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -21467482.000000 Penalty: 5990.699219
	Iteration 34Q: 3 clusters Score -2.146748e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170455 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -21467476.000000 Penalty: 5990.699219
	Iteration 35Q: 3 clusters Score -2.146748e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170515 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -21467484.000000 Penalty: 5990.699219
	Iteration 36Q: 3 clusters Score -2.146748e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170573 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -21467480.000000 Penalty: 5990.699219
	Iteration 37Q: 3 clusters Score -2.146748e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170625 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -21467492.000000 Penalty: 5990.699219
	Iteration 38Q: 3 clusters Score -2.146749e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170676 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -21467478.000000 Penalty: 5990.699219
	Iteration 39Q: 3 clusters Score -2.146748e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170716 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -21467506.000000 Penalty: 5990.699219
	Iteration 40F: 3 clusters Score -2.146751e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170755 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -21467506.000000 Penalty: 5990.699219
	Iteration 41Q: 3 clusters Score -2.146751e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170783 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -21467504.000000 Penalty: 5990.699219
	Iteration 42Q: 3 clusters Score -2.14675e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170801 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -21467510.000000 Penalty: 5990.699219
	Iteration 43Q: 3 clusters Score -2.146751e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170817 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -21467532.000000 Penalty: 5990.699219
	Iteration 44Q: 3 clusters Score -2.146753e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170828 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -21467532.000000 Penalty: 5990.699219
	Iteration 45Q: 3 clusters Score -2.146753e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170838 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -21467542.000000 Penalty: 5990.699219
	Iteration 46Q: 3 clusters Score -2.146754e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170848 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -21467528.000000 Penalty: 5990.699219
	Iteration 47Q: 3 clusters Score -2.146753e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170865 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -21467524.000000 Penalty: 5990.699219
	Iteration 48Q: 3 clusters Score -2.146752e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170886 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -21467504.000000 Penalty: 5990.699219
	Iteration 49Q: 3 clusters Score -2.14675e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170909 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -21467506.000000 Penalty: 5990.699219
	Iteration 50Q: 3 clusters Score -2.146751e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170933 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -21467524.000000 Penalty: 5990.699219
	Iteration 51Q: 3 clusters Score -2.146752e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170963 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -21467534.000000 Penalty: 5990.699219
	Iteration 52Q: 3 clusters Score -2.146753e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170987 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -21467558.000000 Penalty: 5990.699219
	Iteration 53Q: 3 clusters Score -2.146756e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170996 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -21467542.000000 Penalty: 5990.699219
	Iteration 54Q: 3 clusters Score -2.146754e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171008 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -21467544.000000 Penalty: 5990.699219
	Iteration 55Q: 3 clusters Score -2.146754e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171029 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -21467528.000000 Penalty: 5990.699219
	Iteration 56Q: 3 clusters Score -2.146753e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171050 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -21467548.000000 Penalty: 5990.699219
	Iteration 57Q: 3 clusters Score -2.146755e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171065 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -21467530.000000 Penalty: 5990.699219
	Iteration 58Q: 3 clusters Score -2.146753e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171080 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -21467562.000000 Penalty: 5990.699219
	Iteration 59Q: 3 clusters Score -2.146756e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171096 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -21467562.000000 Penalty: 5990.699219
	Iteration 60F: 3 clusters Score -2.146756e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171111 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -21467556.000000 Penalty: 5990.699219
	Iteration 61Q: 3 clusters Score -2.146756e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171126 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -21467562.000000 Penalty: 5990.699219
	Iteration 62Q: 3 clusters Score -2.146756e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171140 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -21467558.000000 Penalty: 5990.699219
	Iteration 63Q: 3 clusters Score -2.146756e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171152 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -21467554.000000 Penalty: 5990.699219
	Iteration 64Q: 3 clusters Score -2.146755e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171163 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -21467540.000000 Penalty: 5990.699219
	Iteration 65Q: 3 clusters Score -2.146754e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171170 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -21467522.000000 Penalty: 5990.699219
	Iteration 66Q: 3 clusters Score -2.146752e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171180 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -21467532.000000 Penalty: 5990.699219
	Iteration 67Q: 3 clusters Score -2.146753e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171188 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -21467538.000000 Penalty: 5990.699219
	Iteration 68Q: 3 clusters Score -2.146754e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171196 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -21467532.000000 Penalty: 5990.699219
	Iteration 69Q: 3 clusters Score -2.146753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171201 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -21467546.000000 Penalty: 5990.699219
	Iteration 70Q: 3 clusters Score -2.146755e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171205 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -21467544.000000 Penalty: 5990.699219
	Iteration 71Q: 3 clusters Score -2.146754e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171212 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -21467534.000000 Penalty: 5990.699219
	Iteration 72Q: 3 clusters Score -2.146753e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171220 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -21467538.000000 Penalty: 5990.699219
	Iteration 73Q: 3 clusters Score -2.146754e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171229 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -21467536.000000 Penalty: 5990.699219
	Iteration 74Q: 3 clusters Score -2.146754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171235 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -21467532.000000 Penalty: 5990.699219
	Iteration 75Q: 3 clusters Score -2.146753e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171245 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -21467542.000000 Penalty: 5990.699219
	Iteration 76Q: 3 clusters Score -2.146754e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171259 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -21467536.000000 Penalty: 5990.699219
	Iteration 77Q: 3 clusters Score -2.146754e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171272 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -21467554.000000 Penalty: 5990.699219
	Iteration 78Q: 3 clusters Score -2.146755e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171282 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -21467556.000000 Penalty: 5990.699219
	Iteration 79Q: 3 clusters Score -2.146756e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171292 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -21467568.000000 Penalty: 5990.699219
	Iteration 80F: 3 clusters Score -2.146757e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171298 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -21467568.000000 Penalty: 5990.699219
	Iteration 81Q: 3 clusters Score -2.146757e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171309 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -21467578.000000 Penalty: 5990.699219
	Iteration 82Q: 3 clusters Score -2.146758e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171321 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -21467554.000000 Penalty: 5990.699219
	Iteration 83Q: 3 clusters Score -2.146755e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171328 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -21467556.000000 Penalty: 5990.699219
	Iteration 84Q: 3 clusters Score -2.146756e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171335 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -21467566.000000 Penalty: 5990.699219
	Iteration 85Q: 3 clusters Score -2.146757e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171339 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -21467566.000000 Penalty: 5990.699219
	Iteration 86Q: 3 clusters Score -2.146757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171342 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -21467568.000000 Penalty: 5990.699219
	Iteration 87Q: 3 clusters Score -2.146757e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171348 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -21467560.000000 Penalty: 5990.699219
	Iteration 88Q: 3 clusters Score -2.146756e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171354 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -21467580.000000 Penalty: 5990.699219
	Iteration 89Q: 3 clusters Score -2.146758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171358 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -21467574.000000 Penalty: 5990.699219
	Iteration 90Q: 3 clusters Score -2.146757e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171363 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -21467580.000000 Penalty: 5990.699219
	Iteration 91Q: 3 clusters Score -2.146758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171367 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -21467586.000000 Penalty: 5990.699219
	Iteration 92Q: 3 clusters Score -2.146759e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171370 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -21467574.000000 Penalty: 5990.699219
	Iteration 93Q: 3 clusters Score -2.146757e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171372 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -21467576.000000 Penalty: 5990.699219
	Iteration 94Q: 3 clusters Score -2.146758e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171378 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -21467590.000000 Penalty: 5990.699219
	Iteration 95Q: 3 clusters Score -2.146759e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171384 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -21467572.000000 Penalty: 5990.699219
	Iteration 96Q: 3 clusters Score -2.146757e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171391 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -21467576.000000 Penalty: 5990.699219
	Iteration 97Q: 3 clusters Score -2.146758e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171398 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -21467582.000000 Penalty: 5990.699219
	Iteration 98Q: 3 clusters Score -2.146758e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171403 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -21467572.000000 Penalty: 5990.699219
	Iteration 99Q: 3 clusters Score -2.146757e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171411 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -21467584.000000 Penalty: 5990.699219
	Iteration 100F: 3 clusters Score -2.146758e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171419 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -21467584.000000 Penalty: 5990.699219
	Iteration 101Q: 3 clusters Score -2.146758e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171428 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -21467596.000000 Penalty: 5990.699219
	Iteration 102Q: 3 clusters Score -2.14676e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171438 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -21467588.000000 Penalty: 5990.699219
	Iteration 103Q: 3 clusters Score -2.146759e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171449 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -21467582.000000 Penalty: 5990.699219
	Iteration 104Q: 3 clusters Score -2.146758e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171460 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -21467588.000000 Penalty: 5990.699219
	Iteration 105Q: 3 clusters Score -2.146759e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171469 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -21467590.000000 Penalty: 5990.699219
	Iteration 106Q: 3 clusters Score -2.146759e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171478 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -21467588.000000 Penalty: 5990.699219
	Iteration 107Q: 3 clusters Score -2.146759e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171486 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -21467590.000000 Penalty: 5990.699219
	Iteration 108Q: 3 clusters Score -2.146759e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171490 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -21467602.000000 Penalty: 5990.699219
	Iteration 109Q: 3 clusters Score -2.14676e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171498 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -21467604.000000 Penalty: 5990.699219
	Iteration 110Q: 3 clusters Score -2.14676e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171503 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -21467598.000000 Penalty: 5990.699219
	Iteration 111Q: 3 clusters Score -2.14676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171506 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -21467600.000000 Penalty: 5990.699219
	Iteration 112Q: 3 clusters Score -2.14676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171509 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -21467590.000000 Penalty: 5990.699219
	Iteration 113Q: 3 clusters Score -2.146759e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171512 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -21467598.000000 Penalty: 5990.699219
	Iteration 114Q: 3 clusters Score -2.14676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171513 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -21467608.000000 Penalty: 5990.699219
	Iteration 115Q: 3 clusters Score -2.146761e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171513 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -21467608.000000 Penalty: 5990.699219
	Iteration 116F: 3 clusters Score -2.146761e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (93501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93501 members 
Entering Unmasked Estep 
Score: -11382366.000000 Penalty: 2838.540283
	Iteration 0F: 2 clusters Score -1.138237e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46669 members 
Mstep: Class 2 contains 46832 members 
Entering Unmasked Estep 
Score: -11319727.000000 Penalty: 5677.080566
	Iteration 0F: 3 clusters Score -1.131973e+07 nChanged 44249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46160 members 
Mstep: Class 2 contains 47341 members 
Entering Unmasked Estep 
Score: -11345139.000000 Penalty: 5677.080566
	Iteration 1F: 3 clusters Score -1.134514e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45976 members 
Mstep: Class 2 contains 47525 members 
Entering Unmasked Estep 
Score: -11345965.000000 Penalty: 5677.080566
	Iteration 2Q: 3 clusters Score -1.134596e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45715 members 
Mstep: Class 2 contains 47786 members 
Entering Unmasked Estep 
Score: -11346782.000000 Penalty: 5677.080566
	Iteration 3Q: 3 clusters Score -1.134678e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45387 members 
Mstep: Class 2 contains 48114 members 
Entering Unmasked Estep 
Score: -11347560.000000 Penalty: 5677.080566
	Iteration 4Q: 3 clusters Score -1.134756e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44876 members 
Mstep: Class 2 contains 48625 members 
Entering Unmasked Estep 
Score: -11348684.000000 Penalty: 5677.080566
	Iteration 5Q: 3 clusters Score -1.134868e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44180 members 
Mstep: Class 2 contains 49321 members 
Entering Unmasked Estep 
Score: -11350001.000000 Penalty: 5677.080566
	Iteration 6Q: 3 clusters Score -1.135e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43183 members 
Mstep: Class 2 contains 50318 members 
Entering Unmasked Estep 
Score: -11351654.000000 Penalty: 5677.080566
	Iteration 7Q: 3 clusters Score -1.135165e+07 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41862 members 
Mstep: Class 2 contains 51639 members 
Entering Unmasked Estep 
Score: -11353929.000000 Penalty: 5677.080566
	Iteration 8Q: 3 clusters Score -1.135393e+07 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40025 members 
Mstep: Class 2 contains 53476 members 
Entering Unmasked Estep 
Score: -11356552.000000 Penalty: 5677.080566
	Iteration 9F: 3 clusters Score -1.135655e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 55791 members 
Entering Unmasked Estep 
Score: -11359711.000000 Penalty: 5677.080566
	Iteration 10F: 3 clusters Score -1.135971e+07 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35207 members 
Mstep: Class 2 contains 58294 members 
Entering Unmasked Estep 
Score: -11363018.000000 Penalty: 5677.080566
	Iteration 11F: 3 clusters Score -1.136302e+07 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 60655 members 
Entering Unmasked Estep 
Score: -11365814.000000 Penalty: 5677.080566
	Iteration 12Q: 3 clusters Score -1.136581e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 62589 members 
Entering Unmasked Estep 
Score: -11367701.000000 Penalty: 5677.080566
	Iteration 13Q: 3 clusters Score -1.13677e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 64235 members 
Entering Unmasked Estep 
Score: -11368981.000000 Penalty: 5677.080566
	Iteration 14Q: 3 clusters Score -1.136898e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 65681 members 
Entering Unmasked Estep 
Score: -11369784.000000 Penalty: 5677.080566
	Iteration 15Q: 3 clusters Score -1.136978e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 67088 members 
Entering Unmasked Estep 
Score: -11370376.000000 Penalty: 5677.080566
	Iteration 16Q: 3 clusters Score -1.137038e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 68443 members 
Entering Unmasked Estep 
Score: -11370975.000000 Penalty: 5677.080566
	Iteration 17Q: 3 clusters Score -1.137098e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 69812 members 
Entering Unmasked Estep 
Score: -11371534.000000 Penalty: 5677.080566
	Iteration 18Q: 3 clusters Score -1.137153e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 71170 members 
Entering Unmasked Estep 
Score: -11372036.000000 Penalty: 5677.080566
	Iteration 19Q: 3 clusters Score -1.137204e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 72545 members 
Entering Unmasked Estep 
Score: -11372564.000000 Penalty: 5677.080566
	Iteration 20F: 3 clusters Score -1.137256e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 73972 members 
Entering Unmasked Estep 
Score: -11373157.000000 Penalty: 5677.080566
	Iteration 21Q: 3 clusters Score -1.137316e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 75381 members 
Entering Unmasked Estep 
Score: -11373765.000000 Penalty: 5677.080566
	Iteration 22Q: 3 clusters Score -1.137376e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 76725 members 
Entering Unmasked Estep 
Score: -11374308.000000 Penalty: 5677.080566
	Iteration 23Q: 3 clusters Score -1.137431e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 78045 members 
Entering Unmasked Estep 
Score: -11374947.000000 Penalty: 5677.080566
	Iteration 24Q: 3 clusters Score -1.137495e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 79333 members 
Entering Unmasked Estep 
Score: -11375535.000000 Penalty: 5677.080566
	Iteration 25Q: 3 clusters Score -1.137554e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 80549 members 
Entering Unmasked Estep 
Score: -11376144.000000 Penalty: 5677.080566
	Iteration 26Q: 3 clusters Score -1.137614e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 81776 members 
Entering Unmasked Estep 
Score: -11376832.000000 Penalty: 5677.080566
	Iteration 27Q: 3 clusters Score -1.137683e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 82892 members 
Entering Unmasked Estep 
Score: -11377377.000000 Penalty: 5677.080566
	Iteration 28Q: 3 clusters Score -1.137738e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 83849 members 
Entering Unmasked Estep 
Score: -11377873.000000 Penalty: 5677.080566
	Iteration 29Q: 3 clusters Score -1.137787e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 84716 members 
Entering Unmasked Estep 
Score: -11378287.000000 Penalty: 5677.080566
	Iteration 30Q: 3 clusters Score -1.137829e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 85430 members 
Entering Unmasked Estep 
Score: -11378622.000000 Penalty: 5677.080566
	Iteration 31Q: 3 clusters Score -1.137862e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 86048 members 
Entering Unmasked Estep 
Score: -11378907.000000 Penalty: 5677.080566
	Iteration 32Q: 3 clusters Score -1.137891e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 86592 members 
Entering Unmasked Estep 
Score: -11379114.000000 Penalty: 5677.080566
	Iteration 33Q: 3 clusters Score -1.137911e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 87042 members 
Entering Unmasked Estep 
Score: -11379287.000000 Penalty: 5677.080566
	Iteration 34Q: 3 clusters Score -1.137929e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 87453 members 
Entering Unmasked Estep 
Score: -11379432.000000 Penalty: 5677.080566
	Iteration 35Q: 3 clusters Score -1.137943e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 87784 members 
Entering Unmasked Estep 
Score: -11379552.000000 Penalty: 5677.080566
	Iteration 36Q: 3 clusters Score -1.137955e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 88074 members 
Entering Unmasked Estep 
Score: -11379637.000000 Penalty: 5677.080566
	Iteration 37Q: 3 clusters Score -1.137964e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 88325 members 
Entering Unmasked Estep 
Score: -11379675.000000 Penalty: 5677.080566
	Iteration 38Q: 3 clusters Score -1.137968e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 88527 members 
Entering Unmasked Estep 
Score: -11379760.000000 Penalty: 5677.080566
	Iteration 39Q: 3 clusters Score -1.137976e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 88707 members 
Entering Unmasked Estep 
Score: -11379790.000000 Penalty: 5677.080566
	Iteration 40F: 3 clusters Score -1.137979e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 88869 members 
Entering Unmasked Estep 
Score: -11379817.000000 Penalty: 5677.080566
	Iteration 41Q: 3 clusters Score -1.137982e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 89023 members 
Entering Unmasked Estep 
Score: -11379865.000000 Penalty: 5677.080566
	Iteration 42Q: 3 clusters Score -1.137986e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 89166 members 
Entering Unmasked Estep 
Score: -11379898.000000 Penalty: 5677.080566
	Iteration 43Q: 3 clusters Score -1.13799e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 89291 members 
Entering Unmasked Estep 
Score: -11379905.000000 Penalty: 5677.080566
	Iteration 44Q: 3 clusters Score -1.13799e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 89399 members 
Entering Unmasked Estep 
Score: -11379935.000000 Penalty: 5677.080566
	Iteration 45Q: 3 clusters Score -1.137994e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 89490 members 
Entering Unmasked Estep 
Score: -11379947.000000 Penalty: 5677.080566
	Iteration 46Q: 3 clusters Score -1.137995e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 89571 members 
Entering Unmasked Estep 
Score: -11379971.000000 Penalty: 5677.080566
	Iteration 47Q: 3 clusters Score -1.137997e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 89642 members 
Entering Unmasked Estep 
Score: -11379980.000000 Penalty: 5677.080566
	Iteration 48Q: 3 clusters Score -1.137998e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 89700 members 
Entering Unmasked Estep 
Score: -11380002.000000 Penalty: 5677.080566
	Iteration 49Q: 3 clusters Score -1.138e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 89758 members 
Entering Unmasked Estep 
Score: -11380010.000000 Penalty: 5677.080566
	Iteration 50Q: 3 clusters Score -1.138001e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 89811 members 
Entering Unmasked Estep 
Score: -11380022.000000 Penalty: 5677.080566
	Iteration 51Q: 3 clusters Score -1.138002e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 89860 members 
Entering Unmasked Estep 
Score: -11380027.000000 Penalty: 5677.080566
	Iteration 52Q: 3 clusters Score -1.138003e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 89904 members 
Entering Unmasked Estep 
Score: -11380042.000000 Penalty: 5677.080566
	Iteration 53Q: 3 clusters Score -1.138004e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 89943 members 
Entering Unmasked Estep 
Score: -11380055.000000 Penalty: 5677.080566
	Iteration 54Q: 3 clusters Score -1.138006e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 89989 members 
Entering Unmasked Estep 
Score: -11380038.000000 Penalty: 5677.080566
	Iteration 55Q: 3 clusters Score -1.138004e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 90028 members 
Entering Unmasked Estep 
Score: -11380035.000000 Penalty: 5677.080566
	Iteration 56Q: 3 clusters Score -1.138004e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 90070 members 
Entering Unmasked Estep 
Score: -11380040.000000 Penalty: 5677.080566
	Iteration 57Q: 3 clusters Score -1.138004e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 90106 members 
Entering Unmasked Estep 
Score: -11380041.000000 Penalty: 5677.080566
	Iteration 58Q: 3 clusters Score -1.138004e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 90137 members 
Entering Unmasked Estep 
Score: -11380058.000000 Penalty: 5677.080566
	Iteration 59Q: 3 clusters Score -1.138006e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 90162 members 
Entering Unmasked Estep 
Score: -11380054.000000 Penalty: 5677.080566
	Iteration 60F: 3 clusters Score -1.138005e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 90191 members 
Entering Unmasked Estep 
Score: -11380067.000000 Penalty: 5677.080566
	Iteration 61Q: 3 clusters Score -1.138007e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 90215 members 
Entering Unmasked Estep 
Score: -11380075.000000 Penalty: 5677.080566
	Iteration 62Q: 3 clusters Score -1.138008e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 90235 members 
Entering Unmasked Estep 
Score: -11380085.000000 Penalty: 5677.080566
	Iteration 63Q: 3 clusters Score -1.138008e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 90253 members 
Entering Unmasked Estep 
Score: -11380085.000000 Penalty: 5677.080566
	Iteration 64Q: 3 clusters Score -1.138008e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 90271 members 
Entering Unmasked Estep 
Score: -11380095.000000 Penalty: 5677.080566
	Iteration 65Q: 3 clusters Score -1.13801e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 90288 members 
Entering Unmasked Estep 
Score: -11380100.000000 Penalty: 5677.080566
	Iteration 66Q: 3 clusters Score -1.13801e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 90307 members 
Entering Unmasked Estep 
Score: -11380108.000000 Penalty: 5677.080566
	Iteration 67Q: 3 clusters Score -1.138011e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 90336 members 
Entering Unmasked Estep 
Score: -11380130.000000 Penalty: 5677.080566
	Iteration 68Q: 3 clusters Score -1.138013e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 90360 members 
Entering Unmasked Estep 
Score: -11380158.000000 Penalty: 5677.080566
	Iteration 69Q: 3 clusters Score -1.138016e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 90385 members 
Entering Unmasked Estep 
Score: -11380154.000000 Penalty: 5677.080566
	Iteration 70Q: 3 clusters Score -1.138015e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 90403 members 
Entering Unmasked Estep 
Score: -11380167.000000 Penalty: 5677.080566
	Iteration 71Q: 3 clusters Score -1.138017e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 90422 members 
Entering Unmasked Estep 
Score: -11380160.000000 Penalty: 5677.080566
	Iteration 72Q: 3 clusters Score -1.138016e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 90439 members 
Entering Unmasked Estep 
Score: -11380171.000000 Penalty: 5677.080566
	Iteration 73Q: 3 clusters Score -1.138017e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 90459 members 
Entering Unmasked Estep 
Score: -11380172.000000 Penalty: 5677.080566
	Iteration 74Q: 3 clusters Score -1.138017e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 90476 members 
Entering Unmasked Estep 
Score: -11380172.000000 Penalty: 5677.080566
	Iteration 75Q: 3 clusters Score -1.138017e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 90496 members 
Entering Unmasked Estep 
Score: -11380168.000000 Penalty: 5677.080566
	Iteration 76Q: 3 clusters Score -1.138017e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 90515 members 
Entering Unmasked Estep 
Score: -11380177.000000 Penalty: 5677.080566
	Iteration 77Q: 3 clusters Score -1.138018e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 90531 members 
Entering Unmasked Estep 
Score: -11380211.000000 Penalty: 5677.080566
	Iteration 78Q: 3 clusters Score -1.138021e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 90544 members 
Entering Unmasked Estep 
Score: -11380217.000000 Penalty: 5677.080566
	Iteration 79Q: 3 clusters Score -1.138022e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 90554 members 
Entering Unmasked Estep 
Score: -11380197.000000 Penalty: 5677.080566
	Iteration 80F: 3 clusters Score -1.13802e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 90562 members 
Entering Unmasked Estep 
Score: -11380205.000000 Penalty: 5677.080566
	Iteration 81Q: 3 clusters Score -1.13802e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 90569 members 
Entering Unmasked Estep 
Score: -11380193.000000 Penalty: 5677.080566
	Iteration 82Q: 3 clusters Score -1.138019e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 90578 members 
Entering Unmasked Estep 
Score: -11380195.000000 Penalty: 5677.080566
	Iteration 83Q: 3 clusters Score -1.13802e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 90594 members 
Entering Unmasked Estep 
Score: -11380194.000000 Penalty: 5677.080566
	Iteration 84Q: 3 clusters Score -1.138019e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 90607 members 
Entering Unmasked Estep 
Score: -11380197.000000 Penalty: 5677.080566
	Iteration 85Q: 3 clusters Score -1.13802e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 90627 members 
Entering Unmasked Estep 
Score: -11380191.000000 Penalty: 5677.080566
	Iteration 86Q: 3 clusters Score -1.138019e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 90643 members 
Entering Unmasked Estep 
Score: -11380205.000000 Penalty: 5677.080566
	Iteration 87Q: 3 clusters Score -1.13802e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 90661 members 
Entering Unmasked Estep 
Score: -11380197.000000 Penalty: 5677.080566
	Iteration 88Q: 3 clusters Score -1.13802e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 90674 members 
Entering Unmasked Estep 
Score: -11380197.000000 Penalty: 5677.080566
	Iteration 89Q: 3 clusters Score -1.13802e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 90684 members 
Entering Unmasked Estep 
Score: -11380204.000000 Penalty: 5677.080566
	Iteration 90Q: 3 clusters Score -1.13802e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 90694 members 
Entering Unmasked Estep 
Score: -11380206.000000 Penalty: 5677.080566
	Iteration 91Q: 3 clusters Score -1.138021e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 90699 members 
Entering Unmasked Estep 
Score: -11380206.000000 Penalty: 5677.080566
	Iteration 92Q: 3 clusters Score -1.138021e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 90706 members 
Entering Unmasked Estep 
Score: -11380204.000000 Penalty: 5677.080566
	Iteration 93Q: 3 clusters Score -1.13802e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 90710 members 
Entering Unmasked Estep 
Score: -11380214.000000 Penalty: 5677.080566
	Iteration 94Q: 3 clusters Score -1.138021e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 90712 members 
Entering Unmasked Estep 
Score: -11380217.000000 Penalty: 5677.080566
	Iteration 95Q: 3 clusters Score -1.138022e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 90715 members 
Entering Unmasked Estep 
Score: -11380222.000000 Penalty: 5677.080566
	Iteration 96Q: 3 clusters Score -1.138022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 90717 members 
Entering Unmasked Estep 
Score: -11380225.000000 Penalty: 5677.080566
	Iteration 97Q: 3 clusters Score -1.138022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 90719 members 
Entering Unmasked Estep 
Score: -11380224.000000 Penalty: 5677.080566
	Iteration 98Q: 3 clusters Score -1.138022e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 90722 members 
Entering Unmasked Estep 
Score: -11380217.000000 Penalty: 5677.080566
	Iteration 99Q: 3 clusters Score -1.138022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 90724 members 
Entering Unmasked Estep 
Score: -11380218.000000 Penalty: 5677.080566
	Iteration 100F: 3 clusters Score -1.138022e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 90725 members 
Entering Unmasked Estep 
Score: -11380221.000000 Penalty: 5677.080566
	Iteration 101Q: 3 clusters Score -1.138022e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 90726 members 
Entering Unmasked Estep 
Score: -11380221.000000 Penalty: 5677.080566
	Iteration 102Q: 3 clusters Score -1.138022e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 90726 members 
Entering Unmasked Estep 
Score: -11380221.000000 Penalty: 5677.080566
	Iteration 103F: 3 clusters Score -1.138022e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -920379.250000 Penalty: 2236.846680
	Iteration 0F: 2 clusters Score -920379.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -913979.937500 Penalty: 4473.693359
	Iteration 0F: 3 clusters Score -913979.9 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -916173.875000 Penalty: 4473.693359
	Iteration 1F: 3 clusters Score -916173.9 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -917271.062500 Penalty: 4473.693359
	Iteration 2F: 3 clusters Score -917271.1 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -918664.500000 Penalty: 4473.693359
	Iteration 3F: 3 clusters Score -918664.5 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -919678.437500 Penalty: 4473.693359
	Iteration 4F: 3 clusters Score -919678.4 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -920319.812500 Penalty: 4473.693359
	Iteration 5F: 3 clusters Score -920319.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -920752.375000 Penalty: 4473.693359
	Iteration 6F: 3 clusters Score -920752.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -921021.750000 Penalty: 4473.693359
	Iteration 7Q: 3 clusters Score -921021.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -921171.875000 Penalty: 4473.693359
	Iteration 8Q: 3 clusters Score -921171.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -921257.187500 Penalty: 4473.693359
	Iteration 9Q: 3 clusters Score -921257.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -921337.250000 Penalty: 4473.693359
	Iteration 10Q: 3 clusters Score -921337.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -921391.125000 Penalty: 4473.693359
	Iteration 11Q: 3 clusters Score -921391.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -921419.375000 Penalty: 4473.693359
	Iteration 12Q: 3 clusters Score -921419.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -921435.500000 Penalty: 4473.693359
	Iteration 13Q: 3 clusters Score -921435.5 nChanged 20
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: -921444.312500 Penalty: 4473.693359
	Iteration 14Q: 3 clusters Score -921444.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -921450.937500 Penalty: 4473.693359
	Iteration 15Q: 3 clusters Score -921450.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -921455.937500 Penalty: 4473.693359
	Iteration 16Q: 3 clusters Score -921455.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -921460.000000 Penalty: 4473.693359
	Iteration 17Q: 3 clusters Score -921460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -921462.625000 Penalty: 4473.693359
	Iteration 18Q: 3 clusters Score -921462.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -921467.687500 Penalty: 4473.693359
	Iteration 19Q: 3 clusters Score -921467.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -921467.687500 Penalty: 4473.693359
	Iteration 20F: 3 clusters Score -921467.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -921468.500000 Penalty: 4473.693359
	Iteration 21Q: 3 clusters Score -921468.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -921470.250000 Penalty: 4473.693359
	Iteration 22Q: 3 clusters Score -921470.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -921470.812500 Penalty: 4473.693359
	Iteration 23Q: 3 clusters Score -921470.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -921470.375000 Penalty: 4473.693359
	Iteration 24Q: 3 clusters Score -921470.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -921470.375000 Penalty: 4473.693359
	Iteration 25F: 3 clusters Score -921470.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 11031 members 
Mstep: Class 3 contains 57338 members 
Mstep: Class 4 contains 9284 members 
Mstep: Class 5 contains 4054 members 
Mstep: Class 6 contains 16917 members 
Mstep: Class 7 contains 13251 members 
Mstep: Class 8 contains 127478 members 
Mstep: Class 9 contains 12592 members 
Mstep: Class 10 contains 201944 members 
Mstep: Class 11 contains 212102 members 
Mstep: Class 12 contains 12252 members 
Mstep: Class 13 contains 323288 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 41141 members 
Mstep: Class 16 contains 43916 members 
Mstep: Class 17 contains 17968 members 
Mstep: Class 18 contains 16434 members 
Mstep: Class 19 contains 6560 members 
Mstep: Class 20 contains 5628 members 
Mstep: Class 21 contains 40533 members 
Mstep: Class 22 contains 29203 members 
Mstep: Class 23 contains 175962 members 
Mstep: Class 24 contains 93501 members 
Mstep: Class 25 contains 7526 members 
Mstep: Class 26 contains 238794 members 
Mstep: Class 27 contains 30409 members 
Mstep: Class 28 contains 4009 members 
Mstep: Class 29 contains 5799 members 
Mstep: Class 30 contains 103926 members 
Mstep: Class 31 contains 8726 members 
Mstep: Class 32 contains 3028 members 
Mstep: Class 33 contains 83191 members 
Mstep: Class 34 contains 9028 members 
Mstep: Class 35 contains 8284 members 
Mstep: Class 36 contains 1429 members 
Mstep: Class 37 contains 8235 members 
Mstep: Class 38 contains 855 members 
Mstep: Class 39 contains 737 members 
Entering Unmasked Estep 
Score: -235449888.000000 Penalty: 140280.062500
Splitting cluster 25 changes total score from -235450736.000000 to -235449888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (238794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238794 members 
Entering Unmasked Estep 
Score: -29468876.000000 Penalty: 3071.072266
	Iteration 0F: 2 clusters Score -2.946888e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119514 members 
Mstep: Class 2 contains 119280 members 
Entering Unmasked Estep 
Score: -29317660.000000 Penalty: 6142.144531
	Iteration 0F: 3 clusters Score -2.931766e+07 nChanged 115405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123745 members 
Mstep: Class 2 contains 115049 members 
Entering Unmasked Estep 
Score: -29385452.000000 Penalty: 6142.144531
	Iteration 1F: 3 clusters Score -2.938545e+07 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126218 members 
Mstep: Class 2 contains 112576 members 
Entering Unmasked Estep 
Score: -29386506.000000 Penalty: 6142.144531
	Iteration 2Q: 3 clusters Score -2.938651e+07 nChanged 6677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130077 members 
Mstep: Class 2 contains 108717 members 
Entering Unmasked Estep 
Score: -29387992.000000 Penalty: 6142.144531
	Iteration 3Q: 3 clusters Score -2.938799e+07 nChanged 8196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136141 members 
Mstep: Class 2 contains 102653 members 
Entering Unmasked Estep 
Score: -29390426.000000 Penalty: 6142.144531
	Iteration 4Q: 3 clusters Score -2.939043e+07 nChanged 10736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145311 members 
Mstep: Class 2 contains 93483 members 
Entering Unmasked Estep 
Score: -29394996.000000 Penalty: 6142.144531
	Iteration 5Q: 3 clusters Score -2.9395e+07 nChanged 14545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158618 members 
Mstep: Class 2 contains 80176 members 
Entering Unmasked Estep 
Score: -29403532.000000 Penalty: 6142.144531
	Iteration 6F: 3 clusters Score -2.940353e+07 nChanged 18475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176249 members 
Mstep: Class 2 contains 62545 members 
Entering Unmasked Estep 
Score: -29417474.000000 Penalty: 6142.144531
	Iteration 7F: 3 clusters Score -2.941747e+07 nChanged 21199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197058 members 
Mstep: Class 2 contains 41736 members 
Entering Unmasked Estep 
Score: -29435372.000000 Penalty: 6142.144531
	Iteration 8F: 3 clusters Score -2.943537e+07 nChanged 19613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216611 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -29451550.000000 Penalty: 6142.144531
	Iteration 9F: 3 clusters Score -2.945155e+07 nChanged 12939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229542 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -29460642.000000 Penalty: 6142.144531
	Iteration 10F: 3 clusters Score -2.946064e+07 nChanged 5966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235508 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -29464270.000000 Penalty: 6142.144531
	Iteration 11Q: 3 clusters Score -2.946427e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237590 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -29465556.000000 Penalty: 6142.144531
	Iteration 12Q: 3 clusters Score -2.946556e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238179 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -29465946.000000 Penalty: 6142.144531
	Iteration 13Q: 3 clusters Score -2.946595e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238355 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -29466052.000000 Penalty: 6142.144531
	Iteration 14Q: 3 clusters Score -2.946605e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238414 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -29466104.000000 Penalty: 6142.144531
	Iteration 15Q: 3 clusters Score -2.94661e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238441 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -29466142.000000 Penalty: 6142.144531
	Iteration 16Q: 3 clusters Score -2.946614e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238461 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -29466160.000000 Penalty: 6142.144531
	Iteration 17Q: 3 clusters Score -2.946616e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238480 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -29466210.000000 Penalty: 6142.144531
	Iteration 18Q: 3 clusters Score -2.946621e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238488 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -29466196.000000 Penalty: 6142.144531
	Iteration 19Q: 3 clusters Score -2.94662e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238489 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -29466198.000000 Penalty: 6142.144531
	Iteration 20F: 3 clusters Score -2.94662e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238493 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -29466222.000000 Penalty: 6142.144531
	Iteration 21Q: 3 clusters Score -2.946622e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238494 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -29466238.000000 Penalty: 6142.144531
	Iteration 22Q: 3 clusters Score -2.946624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238494 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -29466232.000000 Penalty: 6142.144531
	Iteration 23Q: 3 clusters Score -2.946623e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238495 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -29466222.000000 Penalty: 6142.144531
	Iteration 24Q: 3 clusters Score -2.946622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238495 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -29466216.000000 Penalty: 6142.144531
	Iteration 25Q: 3 clusters Score -2.946622e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238495 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -29466216.000000 Penalty: 6142.144531
	Iteration 26F: 3 clusters Score -2.946622e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (30409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Entering Unmasked Estep 
Score: -3726232.250000 Penalty: 2559.978516
	Iteration 0F: 2 clusters Score -3726232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -3705510.750000 Penalty: 5119.957031
	Iteration 0F: 3 clusters Score -3705511 nChanged 13637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -3712929.750000 Penalty: 5119.957031
	Iteration 1F: 3 clusters Score -3712930 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -3713313.000000 Penalty: 5119.957031
	Iteration 2Q: 3 clusters Score -3713313 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -3713639.250000 Penalty: 5119.957031
	Iteration 3Q: 3 clusters Score -3713639 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -3713970.000000 Penalty: 5119.957031
	Iteration 4Q: 3 clusters Score -3713970 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -3714324.750000 Penalty: 5119.957031
	Iteration 5Q: 3 clusters Score -3714325 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -3714711.750000 Penalty: 5119.957031
	Iteration 6Q: 3 clusters Score -3714712 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -3715222.500000 Penalty: 5119.957031
	Iteration 7Q: 3 clusters Score -3715222 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -3715820.750000 Penalty: 5119.957031
	Iteration 8Q: 3 clusters Score -3715821 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -3716580.500000 Penalty: 5119.957031
	Iteration 9Q: 3 clusters Score -3716580 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -3717546.250000 Penalty: 5119.957031
	Iteration 10F: 3 clusters Score -3717546 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -3718690.500000 Penalty: 5119.957031
	Iteration 11F: 3 clusters Score -3718690 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -3720005.750000 Penalty: 5119.957031
	Iteration 12F: 3 clusters Score -3720006 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -3721284.500000 Penalty: 5119.957031
	Iteration 13Q: 3 clusters Score -3721284 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -3722189.500000 Penalty: 5119.957031
	Iteration 14Q: 3 clusters Score -3722190 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -3722653.000000 Penalty: 5119.957031
	Iteration 15Q: 3 clusters Score -3722653 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -3722922.750000 Penalty: 5119.957031
	Iteration 16Q: 3 clusters Score -3722923 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -3723089.250000 Penalty: 5119.957031
	Iteration 17Q: 3 clusters Score -3723089 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -3723175.250000 Penalty: 5119.957031
	Iteration 18Q: 3 clusters Score -3723175 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 25506 members 
Entering Unmasked Estep 
Score: -3723275.750000 Penalty: 5119.957031
	Iteration 19Q: 3 clusters Score -3723276 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -3723351.500000 Penalty: 5119.957031
	Iteration 20F: 3 clusters Score -3723352 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -3723428.250000 Penalty: 5119.957031
	Iteration 21Q: 3 clusters Score -3723428 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 26172 members 
Entering Unmasked Estep 
Score: -3723481.250000 Penalty: 5119.957031
	Iteration 22Q: 3 clusters Score -3723481 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -3723535.250000 Penalty: 5119.957031
	Iteration 23Q: 3 clusters Score -3723535 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -3723578.500000 Penalty: 5119.957031
	Iteration 24Q: 3 clusters Score -3723578 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
Score: -3723621.500000 Penalty: 5119.957031
	Iteration 25Q: 3 clusters Score -3723622 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -3723667.750000 Penalty: 5119.957031
	Iteration 26Q: 3 clusters Score -3723668 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -3723718.750000 Penalty: 5119.957031
	Iteration 27Q: 3 clusters Score -3723719 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -3723751.750000 Penalty: 5119.957031
	Iteration 28Q: 3 clusters Score -3723752 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -3723774.500000 Penalty: 5119.957031
	Iteration 29Q: 3 clusters Score -3723774 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 27247 members 
Entering Unmasked Estep 
Score: -3723800.000000 Penalty: 5119.957031
	Iteration 30Q: 3 clusters Score -3723800 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -3723819.750000 Penalty: 5119.957031
	Iteration 31Q: 3 clusters Score -3723820 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -3723834.000000 Penalty: 5119.957031
	Iteration 32Q: 3 clusters Score -3723834 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -3723862.000000 Penalty: 5119.957031
	Iteration 33Q: 3 clusters Score -3723862 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -3723879.750000 Penalty: 5119.957031
	Iteration 34Q: 3 clusters Score -3723880 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -3723891.500000 Penalty: 5119.957031
	Iteration 35Q: 3 clusters Score -3723892 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -3723907.000000 Penalty: 5119.957031
	Iteration 36Q: 3 clusters Score -3723907 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -3723918.500000 Penalty: 5119.957031
	Iteration 37Q: 3 clusters Score -3723918 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -3723935.500000 Penalty: 5119.957031
	Iteration 38Q: 3 clusters Score -3723936 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -3723968.250000 Penalty: 5119.957031
	Iteration 39Q: 3 clusters Score -3723968 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 27915 members 
Entering Unmasked Estep 
Score: -3723972.250000 Penalty: 5119.957031
	Iteration 40F: 3 clusters Score -3723972 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -3723980.250000 Penalty: 5119.957031
	Iteration 41Q: 3 clusters Score -3723980 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -3723981.750000 Penalty: 5119.957031
	Iteration 42Q: 3 clusters Score -3723982 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -3723989.750000 Penalty: 5119.957031
	Iteration 43Q: 3 clusters Score -3723990 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 28061 members 
Entering Unmasked Estep 
Score: -3724004.750000 Penalty: 5119.957031
	Iteration 44Q: 3 clusters Score -3724005 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
Score: -3724007.000000 Penalty: 5119.957031
	Iteration 45Q: 3 clusters Score -3724007 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -3724021.500000 Penalty: 5119.957031
	Iteration 46Q: 3 clusters Score -3724022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -3724020.750000 Penalty: 5119.957031
	Iteration 47Q: 3 clusters Score -3724021 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -3724031.250000 Penalty: 5119.957031
	Iteration 48Q: 3 clusters Score -3724031 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -3724031.000000 Penalty: 5119.957031
	Iteration 49Q: 3 clusters Score -3724031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
Score: -3724039.000000 Penalty: 5119.957031
	Iteration 50Q: 3 clusters Score -3724039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -3724033.000000 Penalty: 5119.957031
	Iteration 51Q: 3 clusters Score -3724033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -3724033.000000 Penalty: 5119.957031
	Iteration 52Q: 3 clusters Score -3724033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -3724033.250000 Penalty: 5119.957031
	Iteration 53Q: 3 clusters Score -3724033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -3724037.250000 Penalty: 5119.957031
	Iteration 54Q: 3 clusters Score -3724037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -3724043.000000 Penalty: 5119.957031
	Iteration 55Q: 3 clusters Score -3724043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -3724043.500000 Penalty: 5119.957031
	Iteration 56Q: 3 clusters Score -3724044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -3724051.250000 Penalty: 5119.957031
	Iteration 57Q: 3 clusters Score -3724051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -3724060.250000 Penalty: 5119.957031
	Iteration 58Q: 3 clusters Score -3724060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -3724057.000000 Penalty: 5119.957031
	Iteration 59Q: 3 clusters Score -3724057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -3724061.000000 Penalty: 5119.957031
	Iteration 60F: 3 clusters Score -3724061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 28282 members 
Entering Unmasked Estep 
Score: -3724064.500000 Penalty: 5119.957031
	Iteration 61Q: 3 clusters Score -3724064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -3724062.000000 Penalty: 5119.957031
	Iteration 62Q: 3 clusters Score -3724062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -3724064.500000 Penalty: 5119.957031
	Iteration 63Q: 3 clusters Score -3724064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -3724066.000000 Penalty: 5119.957031
	Iteration 64Q: 3 clusters Score -3724066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -3724066.250000 Penalty: 5119.957031
	Iteration 65Q: 3 clusters Score -3724066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -3724070.000000 Penalty: 5119.957031
	Iteration 66Q: 3 clusters Score -3724070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 28359 members 
Entering Unmasked Estep 
Score: -3724076.500000 Penalty: 5119.957031
	Iteration 67Q: 3 clusters Score -3724076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -3724077.000000 Penalty: 5119.957031
	Iteration 68Q: 3 clusters Score -3724077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -3724078.750000 Penalty: 5119.957031
	Iteration 69Q: 3 clusters Score -3724079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -3724080.250000 Penalty: 5119.957031
	Iteration 70Q: 3 clusters Score -3724080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -3724079.000000 Penalty: 5119.957031
	Iteration 71Q: 3 clusters Score -3724079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -3724080.000000 Penalty: 5119.957031
	Iteration 72Q: 3 clusters Score -3724080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -3724082.500000 Penalty: 5119.957031
	Iteration 73Q: 3 clusters Score -3724082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -3724082.500000 Penalty: 5119.957031
	Iteration 74F: 3 clusters Score -3724082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Entering Unmasked Estep 
Score: -471924.531250 Penalty: 2057.481689
	Iteration 0F: 2 clusters Score -471924.5 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 2042 members 
Entering Unmasked Estep 
Score: -468089.968750 Penalty: 4114.963379
	Iteration 0F: 3 clusters Score -468090 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -469185.875000 Penalty: 4114.963379
	Iteration 1F: 3 clusters Score -469185.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -469576.843750 Penalty: 4114.963379
	Iteration 2F: 3 clusters Score -469576.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -469840.375000 Penalty: 4114.963379
	Iteration 3F: 3 clusters Score -469840.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -470059.937500 Penalty: 4114.963379
	Iteration 4F: 3 clusters Score -470059.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -470279.375000 Penalty: 4114.963379
	Iteration 5Q: 3 clusters Score -470279.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -470690.375000 Penalty: 4114.963379
	Iteration 6F: 3 clusters Score -470690.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -471222.656250 Penalty: 4114.963379
	Iteration 7F: 3 clusters Score -471222.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -471582.375000 Penalty: 4114.963379
	Iteration 8F: 3 clusters Score -471582.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -471700.218750 Penalty: 4114.963379
	Iteration 9Q: 3 clusters Score -471700.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -471741.968750 Penalty: 4114.963379
	Iteration 10Q: 3 clusters Score -471742 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -471768.562500 Penalty: 4114.963379
	Iteration 11Q: 3 clusters Score -471768.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -471792.250000 Penalty: 4114.963379
	Iteration 12Q: 3 clusters Score -471792.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -471801.687500 Penalty: 4114.963379
	Iteration 13Q: 3 clusters Score -471801.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -471809.187500 Penalty: 4114.963379
	Iteration 14Q: 3 clusters Score -471809.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -471812.187500 Penalty: 4114.963379
	Iteration 15Q: 3 clusters Score -471812.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -471814.093750 Penalty: 4114.963379
	Iteration 16Q: 3 clusters Score -471814.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -471815.125000 Penalty: 4114.963379
	Iteration 17Q: 3 clusters Score -471815.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -471817.781250 Penalty: 4114.963379
	Iteration 18Q: 3 clusters Score -471817.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -471822.062500 Penalty: 4114.963379
	Iteration 19Q: 3 clusters Score -471822.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -471823.968750 Penalty: 4114.963379
	Iteration 20F: 3 clusters Score -471824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -471825.343750 Penalty: 4114.963379
	Iteration 21Q: 3 clusters Score -471825.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -471826.250000 Penalty: 4114.963379
	Iteration 22Q: 3 clusters Score -471826.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -471826.250000 Penalty: 4114.963379
	Iteration 23F: 3 clusters Score -471826.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Entering Unmasked Estep 
Score: -616686.187500 Penalty: 2149.029297
	Iteration 0F: 2 clusters Score -616686.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -611734.062500 Penalty: 4298.058594
	Iteration 0F: 3 clusters Score -611734.1 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -613393.937500 Penalty: 4298.058594
	Iteration 1F: 3 clusters Score -613393.9 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -614094.562500 Penalty: 4298.058594
	Iteration 2F: 3 clusters Score -614094.6 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -614720.375000 Penalty: 4298.058594
	Iteration 3F: 3 clusters Score -614720.4 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -615190.375000 Penalty: 4298.058594
	Iteration 4F: 3 clusters Score -615190.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -615477.312500 Penalty: 4298.058594
	Iteration 5F: 3 clusters Score -615477.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -615662.062500 Penalty: 4298.058594
	Iteration 6Q: 3 clusters Score -615662.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -615777.250000 Penalty: 4298.058594
	Iteration 7Q: 3 clusters Score -615777.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -615847.375000 Penalty: 4298.058594
	Iteration 8Q: 3 clusters Score -615847.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -615915.687500 Penalty: 4298.058594
	Iteration 9Q: 3 clusters Score -615915.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -615984.062500 Penalty: 4298.058594
	Iteration 10Q: 3 clusters Score -615984.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -616038.625000 Penalty: 4298.058594
	Iteration 11Q: 3 clusters Score -616038.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -616090.375000 Penalty: 4298.058594
	Iteration 12Q: 3 clusters Score -616090.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -616130.375000 Penalty: 4298.058594
	Iteration 13Q: 3 clusters Score -616130.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -616168.125000 Penalty: 4298.058594
	Iteration 14Q: 3 clusters Score -616168.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -616196.750000 Penalty: 4298.058594
	Iteration 15Q: 3 clusters Score -616196.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -616232.750000 Penalty: 4298.058594
	Iteration 16Q: 3 clusters Score -616232.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -616279.625000 Penalty: 4298.058594
	Iteration 17Q: 3 clusters Score -616279.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -616325.812500 Penalty: 4298.058594
	Iteration 18Q: 3 clusters Score -616325.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -616378.750000 Penalty: 4298.058594
	Iteration 19Q: 3 clusters Score -616378.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -616432.750000 Penalty: 4298.058594
	Iteration 20F: 3 clusters Score -616432.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -616474.062500 Penalty: 4298.058594
	Iteration 21Q: 3 clusters Score -616474.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -616504.562500 Penalty: 4298.058594
	Iteration 22Q: 3 clusters Score -616504.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -616532.125000 Penalty: 4298.058594
	Iteration 23Q: 3 clusters Score -616532.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -616569.250000 Penalty: 4298.058594
	Iteration 24Q: 3 clusters Score -616569.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -616604.875000 Penalty: 4298.058594
	Iteration 25Q: 3 clusters Score -616604.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -616636.687500 Penalty: 4298.058594
	Iteration 26Q: 3 clusters Score -616636.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -616659.750000 Penalty: 4298.058594
	Iteration 27Q: 3 clusters Score -616659.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -616680.062500 Penalty: 4298.058594
	Iteration 28Q: 3 clusters Score -616680.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -616692.500000 Penalty: 4298.058594
	Iteration 29Q: 3 clusters Score -616692.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -616709.937500 Penalty: 4298.058594
	Iteration 30Q: 3 clusters Score -616709.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -616718.000000 Penalty: 4298.058594
	Iteration 31Q: 3 clusters Score -616718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -616724.937500 Penalty: 4298.058594
	Iteration 32Q: 3 clusters Score -616724.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -616723.875000 Penalty: 4298.058594
	Iteration 33Q: 3 clusters Score -616723.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -616724.750000 Penalty: 4298.058594
	Iteration 34Q: 3 clusters Score -616724.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -616724.750000 Penalty: 4298.058594
	Iteration 35F: 3 clusters Score -616724.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 11031 members 
Mstep: Class 3 contains 57338 members 
Mstep: Class 4 contains 9284 members 
Mstep: Class 5 contains 4054 members 
Mstep: Class 6 contains 16917 members 
Mstep: Class 7 contains 13251 members 
Mstep: Class 8 contains 127478 members 
Mstep: Class 9 contains 12592 members 
Mstep: Class 10 contains 201944 members 
Mstep: Class 11 contains 212102 members 
Mstep: Class 12 contains 12252 members 
Mstep: Class 13 contains 323288 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 41141 members 
Mstep: Class 16 contains 43916 members 
Mstep: Class 17 contains 17968 members 
Mstep: Class 18 contains 16434 members 
Mstep: Class 19 contains 6560 members 
Mstep: Class 20 contains 5628 members 
Mstep: Class 21 contains 40533 members 
Mstep: Class 22 contains 29203 members 
Mstep: Class 23 contains 175962 members 
Mstep: Class 24 contains 93501 members 
Mstep: Class 25 contains 8263 members 
Mstep: Class 26 contains 238794 members 
Mstep: Class 27 contains 30409 members 
Mstep: Class 28 contains 4009 members 
Mstep: Class 29 contains 3958 members 
Mstep: Class 30 contains 103926 members 
Mstep: Class 31 contains 8726 members 
Mstep: Class 32 contains 3028 members 
Mstep: Class 33 contains 83191 members 
Mstep: Class 34 contains 9028 members 
Mstep: Class 35 contains 8284 members 
Mstep: Class 36 contains 1429 members 
Mstep: Class 37 contains 8235 members 
Mstep: Class 38 contains 855 members 
Mstep: Class 39 contains 1841 members 
Entering Unmasked Estep 
Score: -235449232.000000 Penalty: 140280.062500
Splitting cluster 29 changes total score from -235450736.000000 to -235449232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (103926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103926 members 
Entering Unmasked Estep 
Score: -12724183.000000 Penalty: 2864.755859
	Iteration 0F: 2 clusters Score -1.272418e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52064 members 
Mstep: Class 2 contains 51862 members 
Entering Unmasked Estep 
Score: -12654413.000000 Penalty: 5729.511719
	Iteration 0F: 3 clusters Score -1.265441e+07 nChanged 49179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53381 members 
Mstep: Class 2 contains 50545 members 
Entering Unmasked Estep 
Score: -12682604.000000 Penalty: 5729.511719
	Iteration 1F: 3 clusters Score -1.26826e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54255 members 
Mstep: Class 2 contains 49671 members 
Entering Unmasked Estep 
Score: -12683434.000000 Penalty: 5729.511719
	Iteration 2Q: 3 clusters Score -1.268343e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55460 members 
Mstep: Class 2 contains 48466 members 
Entering Unmasked Estep 
Score: -12684418.000000 Penalty: 5729.511719
	Iteration 3Q: 3 clusters Score -1.268442e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57117 members 
Mstep: Class 2 contains 46809 members 
Entering Unmasked Estep 
Score: -12685537.000000 Penalty: 5729.511719
	Iteration 4Q: 3 clusters Score -1.268554e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59488 members 
Mstep: Class 2 contains 44438 members 
Entering Unmasked Estep 
Score: -12687067.000000 Penalty: 5729.511719
	Iteration 5Q: 3 clusters Score -1.268707e+07 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62827 members 
Mstep: Class 2 contains 41099 members 
Entering Unmasked Estep 
Score: -12688969.000000 Penalty: 5729.511719
	Iteration 6Q: 3 clusters Score -1.268897e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67329 members 
Mstep: Class 2 contains 36597 members 
Entering Unmasked Estep 
Score: -12691750.000000 Penalty: 5729.511719
	Iteration 7Q: 3 clusters Score -1.269175e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73219 members 
Mstep: Class 2 contains 30707 members 
Entering Unmasked Estep 
Score: -12696205.000000 Penalty: 5729.511719
	Iteration 8F: 3 clusters Score -1.26962e+07 nChanged 7110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80185 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -12701787.000000 Penalty: 5729.511719
	Iteration 9F: 3 clusters Score -1.270179e+07 nChanged 7423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87574 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -12708084.000000 Penalty: 5729.511719
	Iteration 10F: 3 clusters Score -1.270808e+07 nChanged 6441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94005 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -12713656.000000 Penalty: 5729.511719
	Iteration 11F: 3 clusters Score -1.271366e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98488 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -12717494.000000 Penalty: 5729.511719
	Iteration 12Q: 3 clusters Score -1.271749e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101088 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -12719752.000000 Penalty: 5729.511719
	Iteration 13Q: 3 clusters Score -1.271975e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102316 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -12720713.000000 Penalty: 5729.511719
	Iteration 14Q: 3 clusters Score -1.272071e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102869 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -12721152.000000 Penalty: 5729.511719
	Iteration 15Q: 3 clusters Score -1.272115e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103125 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -12721347.000000 Penalty: 5729.511719
	Iteration 16Q: 3 clusters Score -1.272135e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103257 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -12721473.000000 Penalty: 5729.511719
	Iteration 17Q: 3 clusters Score -1.272147e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103318 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -12721522.000000 Penalty: 5729.511719
	Iteration 18Q: 3 clusters Score -1.272152e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103360 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -12721585.000000 Penalty: 5729.511719
	Iteration 19Q: 3 clusters Score -1.272158e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103391 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -12721594.000000 Penalty: 5729.511719
	Iteration 20F: 3 clusters Score -1.272159e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103408 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -12721606.000000 Penalty: 5729.511719
	Iteration 21Q: 3 clusters Score -1.272161e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103414 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -12721613.000000 Penalty: 5729.511719
	Iteration 22Q: 3 clusters Score -1.272161e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103423 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -12721626.000000 Penalty: 5729.511719
	Iteration 23Q: 3 clusters Score -1.272163e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103427 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -12721624.000000 Penalty: 5729.511719
	Iteration 24Q: 3 clusters Score -1.272162e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103431 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -12721630.000000 Penalty: 5729.511719
	Iteration 25Q: 3 clusters Score -1.272163e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103430 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -12721633.000000 Penalty: 5729.511719
	Iteration 26Q: 3 clusters Score -1.272163e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103431 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -12721629.000000 Penalty: 5729.511719
	Iteration 27Q: 3 clusters Score -1.272163e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103433 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -12721630.000000 Penalty: 5729.511719
	Iteration 28Q: 3 clusters Score -1.272163e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103436 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -12721634.000000 Penalty: 5729.511719
	Iteration 29Q: 3 clusters Score -1.272163e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103440 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -12721639.000000 Penalty: 5729.511719
	Iteration 30Q: 3 clusters Score -1.272164e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103442 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -12721643.000000 Penalty: 5729.511719
	Iteration 31Q: 3 clusters Score -1.272164e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103445 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -12721654.000000 Penalty: 5729.511719
	Iteration 32Q: 3 clusters Score -1.272165e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103448 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -12721655.000000 Penalty: 5729.511719
	Iteration 33Q: 3 clusters Score -1.272166e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103451 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -12721659.000000 Penalty: 5729.511719
	Iteration 34Q: 3 clusters Score -1.272166e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103451 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -12721671.000000 Penalty: 5729.511719
	Iteration 35Q: 3 clusters Score -1.272167e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103452 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -12721661.000000 Penalty: 5729.511719
	Iteration 36Q: 3 clusters Score -1.272166e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103455 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -12721674.000000 Penalty: 5729.511719
	Iteration 37Q: 3 clusters Score -1.272167e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103456 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -12721671.000000 Penalty: 5729.511719
	Iteration 38Q: 3 clusters Score -1.272167e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103457 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -12721672.000000 Penalty: 5729.511719
	Iteration 39Q: 3 clusters Score -1.272167e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103458 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -12721670.000000 Penalty: 5729.511719
	Iteration 40F: 3 clusters Score -1.272167e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Entering Unmasked Estep 
Score: -990975.000000 Penalty: 2250.367432
	Iteration 0F: 2 clusters Score -990975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -984095.062500 Penalty: 4500.734863
	Iteration 0F: 3 clusters Score -984095.1 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -986089.625000 Penalty: 4500.734863
	Iteration 1F: 3 clusters Score -986089.6 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -986498.750000 Penalty: 4500.734863
	Iteration 2F: 3 clusters Score -986498.8 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -986822.812500 Penalty: 4500.734863
	Iteration 3F: 3 clusters Score -986822.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -987126.312500 Penalty: 4500.734863
	Iteration 4F: 3 clusters Score -987126.3 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -987472.062500 Penalty: 4500.734863
	Iteration 5F: 3 clusters Score -987472.1 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -987838.750000 Penalty: 4500.734863
	Iteration 6F: 3 clusters Score -987838.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -988235.562500 Penalty: 4500.734863
	Iteration 7F: 3 clusters Score -988235.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -988621.250000 Penalty: 4500.734863
	Iteration 8Q: 3 clusters Score -988621.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -988969.125000 Penalty: 4500.734863
	Iteration 9Q: 3 clusters Score -988969.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -989293.750000 Penalty: 4500.734863
	Iteration 10Q: 3 clusters Score -989293.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -989556.187500 Penalty: 4500.734863
	Iteration 11Q: 3 clusters Score -989556.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -989739.437500 Penalty: 4500.734863
	Iteration 12Q: 3 clusters Score -989739.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -989870.687500 Penalty: 4500.734863
	Iteration 13Q: 3 clusters Score -989870.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -989976.125000 Penalty: 4500.734863
	Iteration 14Q: 3 clusters Score -989976.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -990041.062500 Penalty: 4500.734863
	Iteration 15Q: 3 clusters Score -990041.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -990074.625000 Penalty: 4500.734863
	Iteration 16Q: 3 clusters Score -990074.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -990099.187500 Penalty: 4500.734863
	Iteration 17Q: 3 clusters Score -990099.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -990119.062500 Penalty: 4500.734863
	Iteration 18Q: 3 clusters Score -990119.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -990140.562500 Penalty: 4500.734863
	Iteration 19Q: 3 clusters Score -990140.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -990157.437500 Penalty: 4500.734863
	Iteration 20F: 3 clusters Score -990157.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -990165.562500 Penalty: 4500.734863
	Iteration 21Q: 3 clusters Score -990165.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -990169.062500 Penalty: 4500.734863
	Iteration 22Q: 3 clusters Score -990169.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -990170.562500 Penalty: 4500.734863
	Iteration 23Q: 3 clusters Score -990170.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -990175.500000 Penalty: 4500.734863
	Iteration 24Q: 3 clusters Score -990175.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -990177.312500 Penalty: 4500.734863
	Iteration 25Q: 3 clusters Score -990177.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -990175.687500 Penalty: 4500.734863
	Iteration 26Q: 3 clusters Score -990175.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -990176.750000 Penalty: 4500.734863
	Iteration 27Q: 3 clusters Score -990176.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -990176.625000 Penalty: 4500.734863
	Iteration 28Q: 3 clusters Score -990176.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -990176.625000 Penalty: 4500.734863
	Iteration 29F: 3 clusters Score -990176.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Entering Unmasked Estep 
Score: -343941.281250 Penalty: 1987.883057
	Iteration 0F: 2 clusters Score -343941.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -340641.437500 Penalty: 3975.766113
	Iteration 0F: 3 clusters Score -340641.4 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -341363.187500 Penalty: 3975.766113
	Iteration 1F: 3 clusters Score -341363.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -341571.531250 Penalty: 3975.766113
	Iteration 2F: 3 clusters Score -341571.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -341701.062500 Penalty: 3975.766113
	Iteration 3F: 3 clusters Score -341701.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -341803.656250 Penalty: 3975.766113
	Iteration 4Q: 3 clusters Score -341803.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -341884.093750 Penalty: 3975.766113
	Iteration 5Q: 3 clusters Score -341884.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -341958.625000 Penalty: 3975.766113
	Iteration 6Q: 3 clusters Score -341958.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -342014.375000 Penalty: 3975.766113
	Iteration 7Q: 3 clusters Score -342014.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -342056.968750 Penalty: 3975.766113
	Iteration 8Q: 3 clusters Score -342057 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -342088.875000 Penalty: 3975.766113
	Iteration 9Q: 3 clusters Score -342088.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -342119.406250 Penalty: 3975.766113
	Iteration 10Q: 3 clusters Score -342119.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -342150.218750 Penalty: 3975.766113
	Iteration 11Q: 3 clusters Score -342150.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -342177.437500 Penalty: 3975.766113
	Iteration 12Q: 3 clusters Score -342177.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -342190.000000 Penalty: 3975.766113
	Iteration 13Q: 3 clusters Score -342190 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -342203.218750 Penalty: 3975.766113
	Iteration 14Q: 3 clusters Score -342203.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -342215.437500 Penalty: 3975.766113
	Iteration 15Q: 3 clusters Score -342215.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -342230.812500 Penalty: 3975.766113
	Iteration 16Q: 3 clusters Score -342230.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -342247.250000 Penalty: 3975.766113
	Iteration 17Q: 3 clusters Score -342247.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -342268.187500 Penalty: 3975.766113
	Iteration 18Q: 3 clusters Score -342268.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -342285.062500 Penalty: 3975.766113
	Iteration 19Q: 3 clusters Score -342285.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -342302.156250 Penalty: 3975.766113
	Iteration 20F: 3 clusters Score -342302.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -342323.593750 Penalty: 3975.766113
	Iteration 21Q: 3 clusters Score -342323.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -342342.468750 Penalty: 3975.766113
	Iteration 22Q: 3 clusters Score -342342.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -342358.437500 Penalty: 3975.766113
	Iteration 23Q: 3 clusters Score -342358.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -342379.625000 Penalty: 3975.766113
	Iteration 24Q: 3 clusters Score -342379.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -342406.843750 Penalty: 3975.766113
	Iteration 25Q: 3 clusters Score -342406.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -342437.218750 Penalty: 3975.766113
	Iteration 26Q: 3 clusters Score -342437.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -342472.156250 Penalty: 3975.766113
	Iteration 27Q: 3 clusters Score -342472.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -342515.125000 Penalty: 3975.766113
	Iteration 28Q: 3 clusters Score -342515.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -342558.187500 Penalty: 3975.766113
	Iteration 29Q: 3 clusters Score -342558.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -342600.437500 Penalty: 3975.766113
	Iteration 30Q: 3 clusters Score -342600.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -342633.125000 Penalty: 3975.766113
	Iteration 31Q: 3 clusters Score -342633.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -342672.625000 Penalty: 3975.766113
	Iteration 32Q: 3 clusters Score -342672.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -342705.968750 Penalty: 3975.766113
	Iteration 33Q: 3 clusters Score -342706 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -342741.781250 Penalty: 3975.766113
	Iteration 34Q: 3 clusters Score -342741.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -342766.531250 Penalty: 3975.766113
	Iteration 35Q: 3 clusters Score -342766.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -342788.843750 Penalty: 3975.766113
	Iteration 36Q: 3 clusters Score -342788.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -342802.562500 Penalty: 3975.766113
	Iteration 37Q: 3 clusters Score -342802.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -342820.593750 Penalty: 3975.766113
	Iteration 38Q: 3 clusters Score -342820.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -342840.093750 Penalty: 3975.766113
	Iteration 39Q: 3 clusters Score -342840.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -342855.968750 Penalty: 3975.766113
	Iteration 40F: 3 clusters Score -342856 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -342877.281250 Penalty: 3975.766113
	Iteration 41Q: 3 clusters Score -342877.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -342893.562500 Penalty: 3975.766113
	Iteration 42Q: 3 clusters Score -342893.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -342900.437500 Penalty: 3975.766113
	Iteration 43Q: 3 clusters Score -342900.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -342904.375000 Penalty: 3975.766113
	Iteration 44Q: 3 clusters Score -342904.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -342906.843750 Penalty: 3975.766113
	Iteration 45Q: 3 clusters Score -342906.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -342910.437500 Penalty: 3975.766113
	Iteration 46Q: 3 clusters Score -342910.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -342914.156250 Penalty: 3975.766113
	Iteration 47Q: 3 clusters Score -342914.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -342916.125000 Penalty: 3975.766113
	Iteration 48Q: 3 clusters Score -342916.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -342918.843750 Penalty: 3975.766113
	Iteration 49Q: 3 clusters Score -342918.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -342921.187500 Penalty: 3975.766113
	Iteration 50Q: 3 clusters Score -342921.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -342921.156250 Penalty: 3975.766113
	Iteration 51Q: 3 clusters Score -342921.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -342922.437500 Penalty: 3975.766113
	Iteration 52Q: 3 clusters Score -342922.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -342922.718750 Penalty: 3975.766113
	Iteration 53Q: 3 clusters Score -342922.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -342924.281250 Penalty: 3975.766113
	Iteration 54Q: 3 clusters Score -342924.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -342924.281250 Penalty: 3975.766113
	Iteration 55F: 3 clusters Score -342924.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (83191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83191 members 
Entering Unmasked Estep 
Score: -10156415.000000 Penalty: 2809.565918
	Iteration 0F: 2 clusters Score -1.015642e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41532 members 
Mstep: Class 2 contains 41659 members 
Entering Unmasked Estep 
Score: -10100570.000000 Penalty: 5619.131836
	Iteration 0F: 3 clusters Score -1.010057e+07 nChanged 39151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39419 members 
Mstep: Class 2 contains 43772 members 
Entering Unmasked Estep 
Score: -10123453.000000 Penalty: 5619.131836
	Iteration 1F: 3 clusters Score -1.012345e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 45471 members 
Entering Unmasked Estep 
Score: -10124875.000000 Penalty: 5619.131836
	Iteration 2Q: 3 clusters Score -1.012488e+07 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35173 members 
Mstep: Class 2 contains 48018 members 
Entering Unmasked Estep 
Score: -10127027.000000 Penalty: 5619.131836
	Iteration 3F: 3 clusters Score -1.012703e+07 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 51538 members 
Entering Unmasked Estep 
Score: -10129830.000000 Penalty: 5619.131836
	Iteration 4F: 3 clusters Score -1.012983e+07 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 55960 members 
Entering Unmasked Estep 
Score: -10133378.000000 Penalty: 5619.131836
	Iteration 5F: 3 clusters Score -1.013338e+07 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 61021 members 
Entering Unmasked Estep 
Score: -10137604.000000 Penalty: 5619.131836
	Iteration 6F: 3 clusters Score -1.01376e+07 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 66421 members 
Entering Unmasked Estep 
Score: -10142015.000000 Penalty: 5619.131836
	Iteration 7F: 3 clusters Score -1.014202e+07 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 71442 members 
Entering Unmasked Estep 
Score: -10146293.000000 Penalty: 5619.131836
	Iteration 8F: 3 clusters Score -1.014629e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 75449 members 
Entering Unmasked Estep 
Score: -10149636.000000 Penalty: 5619.131836
	Iteration 9Q: 3 clusters Score -1.014964e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 78260 members 
Entering Unmasked Estep 
Score: -10151734.000000 Penalty: 5619.131836
	Iteration 10Q: 3 clusters Score -1.015173e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 79983 members 
Entering Unmasked Estep 
Score: -10152910.000000 Penalty: 5619.131836
	Iteration 11Q: 3 clusters Score -1.015291e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 80980 members 
Entering Unmasked Estep 
Score: -10153562.000000 Penalty: 5619.131836
	Iteration 12Q: 3 clusters Score -1.015356e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 81572 members 
Entering Unmasked Estep 
Score: -10153883.000000 Penalty: 5619.131836
	Iteration 13Q: 3 clusters Score -1.015388e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 81869 members 
Entering Unmasked Estep 
Score: -10154098.000000 Penalty: 5619.131836
	Iteration 14Q: 3 clusters Score -1.01541e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 82036 members 
Entering Unmasked Estep 
Score: -10154187.000000 Penalty: 5619.131836
	Iteration 15Q: 3 clusters Score -1.015419e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 82150 members 
Entering Unmasked Estep 
Score: -10154237.000000 Penalty: 5619.131836
	Iteration 16Q: 3 clusters Score -1.015424e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 82226 members 
Entering Unmasked Estep 
Score: -10154286.000000 Penalty: 5619.131836
	Iteration 17Q: 3 clusters Score -1.015429e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 82285 members 
Entering Unmasked Estep 
Score: -10154324.000000 Penalty: 5619.131836
	Iteration 18Q: 3 clusters Score -1.015432e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 82320 members 
Entering Unmasked Estep 
Score: -10154331.000000 Penalty: 5619.131836
	Iteration 19Q: 3 clusters Score -1.015433e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 82337 members 
Entering Unmasked Estep 
Score: -10154339.000000 Penalty: 5619.131836
	Iteration 20F: 3 clusters Score -1.015434e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 82352 members 
Entering Unmasked Estep 
Score: -10154356.000000 Penalty: 5619.131836
	Iteration 21Q: 3 clusters Score -1.015436e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 82360 members 
Entering Unmasked Estep 
Score: -10154368.000000 Penalty: 5619.131836
	Iteration 22Q: 3 clusters Score -1.015437e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 82366 members 
Entering Unmasked Estep 
Score: -10154381.000000 Penalty: 5619.131836
	Iteration 23Q: 3 clusters Score -1.015438e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 82371 members 
Entering Unmasked Estep 
Score: -10154382.000000 Penalty: 5619.131836
	Iteration 24Q: 3 clusters Score -1.015438e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 82376 members 
Entering Unmasked Estep 
Score: -10154381.000000 Penalty: 5619.131836
	Iteration 25Q: 3 clusters Score -1.015438e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 82381 members 
Entering Unmasked Estep 
Score: -10154382.000000 Penalty: 5619.131836
	Iteration 26Q: 3 clusters Score -1.015438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 82383 members 
Entering Unmasked Estep 
Score: -10154390.000000 Penalty: 5619.131836
	Iteration 27Q: 3 clusters Score -1.015439e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 82384 members 
Entering Unmasked Estep 
Score: -10154391.000000 Penalty: 5619.131836
	Iteration 28Q: 3 clusters Score -1.015439e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 82387 members 
Entering Unmasked Estep 
Score: -10154390.000000 Penalty: 5619.131836
	Iteration 29Q: 3 clusters Score -1.015439e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 82388 members 
Entering Unmasked Estep 
Score: -10154395.000000 Penalty: 5619.131836
	Iteration 30Q: 3 clusters Score -1.01544e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 82388 members 
Entering Unmasked Estep 
Score: -10154395.000000 Penalty: 5619.131836
	Iteration 31F: 3 clusters Score -1.01544e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (9028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Entering Unmasked Estep 
Score: -1050789.125000 Penalty: 2258.805420
	Iteration 0F: 2 clusters Score -1050789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1043743.062500 Penalty: 4517.610840
	Iteration 0F: 3 clusters Score -1043743 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1045885.500000 Penalty: 4517.610840
	Iteration 1F: 3 clusters Score -1045886 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1046226.812500 Penalty: 4517.610840
	Iteration 2F: 3 clusters Score -1046227 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1046477.250000 Penalty: 4517.610840
	Iteration 3F: 3 clusters Score -1046477 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1046657.000000 Penalty: 4517.610840
	Iteration 4Q: 3 clusters Score -1046657 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1046792.500000 Penalty: 4517.610840
	Iteration 5Q: 3 clusters Score -1046792 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1046953.625000 Penalty: 4517.610840
	Iteration 6Q: 3 clusters Score -1046954 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1047122.312500 Penalty: 4517.610840
	Iteration 7Q: 3 clusters Score -1047122 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1047318.312500 Penalty: 4517.610840
	Iteration 8Q: 3 clusters Score -1047318 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1047554.750000 Penalty: 4517.610840
	Iteration 9Q: 3 clusters Score -1047555 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1047800.687500 Penalty: 4517.610840
	Iteration 10Q: 3 clusters Score -1047801 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1048096.000000 Penalty: 4517.610840
	Iteration 11Q: 3 clusters Score -1048096 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1048389.562500 Penalty: 4517.610840
	Iteration 12Q: 3 clusters Score -1048390 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1048642.000000 Penalty: 4517.610840
	Iteration 13Q: 3 clusters Score -1048642 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1048814.125000 Penalty: 4517.610840
	Iteration 14Q: 3 clusters Score -1048814 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1048944.625000 Penalty: 4517.610840
	Iteration 15Q: 3 clusters Score -1048945 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1049036.875000 Penalty: 4517.610840
	Iteration 16Q: 3 clusters Score -1049037 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1049099.000000 Penalty: 4517.610840
	Iteration 17Q: 3 clusters Score -1049099 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1049134.125000 Penalty: 4517.610840
	Iteration 18Q: 3 clusters Score -1049134 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1049160.000000 Penalty: 4517.610840
	Iteration 19Q: 3 clusters Score -1049160 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1049184.750000 Penalty: 4517.610840
	Iteration 20F: 3 clusters Score -1049185 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1049203.000000 Penalty: 4517.610840
	Iteration 21Q: 3 clusters Score -1049203 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1049218.125000 Penalty: 4517.610840
	Iteration 22Q: 3 clusters Score -1049218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1049225.000000 Penalty: 4517.610840
	Iteration 23Q: 3 clusters Score -1049225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1049234.000000 Penalty: 4517.610840
	Iteration 24Q: 3 clusters Score -1049234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1049240.875000 Penalty: 4517.610840
	Iteration 25Q: 3 clusters Score -1049241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1049247.875000 Penalty: 4517.610840
	Iteration 26Q: 3 clusters Score -1049248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1049254.625000 Penalty: 4517.610840
	Iteration 27Q: 3 clusters Score -1049255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1049257.125000 Penalty: 4517.610840
	Iteration 28Q: 3 clusters Score -1049257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1049259.875000 Penalty: 4517.610840
	Iteration 29Q: 3 clusters Score -1049260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1049260.125000 Penalty: 4517.610840
	Iteration 30Q: 3 clusters Score -1049260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1049260.625000 Penalty: 4517.610840
	Iteration 31Q: 3 clusters Score -1049261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1049262.125000 Penalty: 4517.610840
	Iteration 32Q: 3 clusters Score -1049262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1049263.000000 Penalty: 4517.610840
	Iteration 33Q: 3 clusters Score -1049263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1049264.750000 Penalty: 4517.610840
	Iteration 34Q: 3 clusters Score -1049265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1049264.750000 Penalty: 4517.610840
	Iteration 35F: 3 clusters Score -1049265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (8284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Entering Unmasked Estep 
Score: -946673.125000 Penalty: 2237.476074
	Iteration 0F: 2 clusters Score -946673.1 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 4081 members 
Entering Unmasked Estep 
Score: -940064.687500 Penalty: 4474.952148
	Iteration 0F: 3 clusters Score -940064.7 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -941924.812500 Penalty: 4474.952148
	Iteration 1F: 3 clusters Score -941924.8 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -942278.625000 Penalty: 4474.952148
	Iteration 2F: 3 clusters Score -942278.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -942554.125000 Penalty: 4474.952148
	Iteration 3F: 3 clusters Score -942554.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -942786.000000 Penalty: 4474.952148
	Iteration 4Q: 3 clusters Score -942786 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -942991.812500 Penalty: 4474.952148
	Iteration 5Q: 3 clusters Score -942991.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -943187.187500 Penalty: 4474.952148
	Iteration 6Q: 3 clusters Score -943187.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -943385.375000 Penalty: 4474.952148
	Iteration 7Q: 3 clusters Score -943385.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -943591.875000 Penalty: 4474.952148
	Iteration 8Q: 3 clusters Score -943591.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -943793.875000 Penalty: 4474.952148
	Iteration 9Q: 3 clusters Score -943793.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -944004.312500 Penalty: 4474.952148
	Iteration 10Q: 3 clusters Score -944004.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -944183.875000 Penalty: 4474.952148
	Iteration 11Q: 3 clusters Score -944183.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -944341.875000 Penalty: 4474.952148
	Iteration 12Q: 3 clusters Score -944341.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -944437.187500 Penalty: 4474.952148
	Iteration 13Q: 3 clusters Score -944437.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -944508.687500 Penalty: 4474.952148
	Iteration 14Q: 3 clusters Score -944508.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -944557.187500 Penalty: 4474.952148
	Iteration 15Q: 3 clusters Score -944557.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -944596.375000 Penalty: 4474.952148
	Iteration 16Q: 3 clusters Score -944596.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -944634.187500 Penalty: 4474.952148
	Iteration 17Q: 3 clusters Score -944634.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -944664.375000 Penalty: 4474.952148
	Iteration 18Q: 3 clusters Score -944664.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -944694.437500 Penalty: 4474.952148
	Iteration 19Q: 3 clusters Score -944694.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -944718.375000 Penalty: 4474.952148
	Iteration 20F: 3 clusters Score -944718.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -944740.250000 Penalty: 4474.952148
	Iteration 21Q: 3 clusters Score -944740.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -944757.875000 Penalty: 4474.952148
	Iteration 22Q: 3 clusters Score -944757.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -944782.500000 Penalty: 4474.952148
	Iteration 23Q: 3 clusters Score -944782.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -944804.187500 Penalty: 4474.952148
	Iteration 24Q: 3 clusters Score -944804.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -944818.562500 Penalty: 4474.952148
	Iteration 25Q: 3 clusters Score -944818.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -944833.812500 Penalty: 4474.952148
	Iteration 26Q: 3 clusters Score -944833.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -944859.187500 Penalty: 4474.952148
	Iteration 27Q: 3 clusters Score -944859.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -944873.562500 Penalty: 4474.952148
	Iteration 28Q: 3 clusters Score -944873.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -944887.812500 Penalty: 4474.952148
	Iteration 29Q: 3 clusters Score -944887.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -944892.562500 Penalty: 4474.952148
	Iteration 30Q: 3 clusters Score -944892.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -944899.437500 Penalty: 4474.952148
	Iteration 31Q: 3 clusters Score -944899.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -944908.562500 Penalty: 4474.952148
	Iteration 32Q: 3 clusters Score -944908.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -944917.562500 Penalty: 4474.952148
	Iteration 33Q: 3 clusters Score -944917.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -944924.250000 Penalty: 4474.952148
	Iteration 34Q: 3 clusters Score -944924.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -944929.562500 Penalty: 4474.952148
	Iteration 35Q: 3 clusters Score -944929.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -944939.562500 Penalty: 4474.952148
	Iteration 36Q: 3 clusters Score -944939.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -944944.937500 Penalty: 4474.952148
	Iteration 37Q: 3 clusters Score -944944.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -944945.625000 Penalty: 4474.952148
	Iteration 38Q: 3 clusters Score -944945.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -944949.312500 Penalty: 4474.952148
	Iteration 39Q: 3 clusters Score -944949.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -944954.312500 Penalty: 4474.952148
	Iteration 40F: 3 clusters Score -944954.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -944957.625000 Penalty: 4474.952148
	Iteration 41Q: 3 clusters Score -944957.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -944957.812500 Penalty: 4474.952148
	Iteration 42Q: 3 clusters Score -944957.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -944957.812500 Penalty: 4474.952148
	Iteration 43F: 3 clusters Score -944957.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Entering Unmasked Estep 
Score: -149446.859375 Penalty: 1801.653076
	Iteration 0F: 2 clusters Score -149446.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -147373.859375 Penalty: 3603.306152
	Iteration 0F: 3 clusters Score -147373.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -148263.515625 Penalty: 3603.306152
	Iteration 1F: 3 clusters Score -148263.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -148780.640625 Penalty: 3603.306152
	Iteration 2F: 3 clusters Score -148780.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -149129.046875 Penalty: 3603.306152
	Iteration 3F: 3 clusters Score -149129 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -149403.171875 Penalty: 3603.306152
	Iteration 4F: 3 clusters Score -149403.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -149645.921875 Penalty: 3603.306152
	Iteration 5F: 3 clusters Score -149645.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -149857.859375 Penalty: 3603.306152
	Iteration 6F: 3 clusters Score -149857.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -149996.328125 Penalty: 3603.306152
	Iteration 7Q: 3 clusters Score -149996.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -150074.406250 Penalty: 3603.306152
	Iteration 8Q: 3 clusters Score -150074.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -150115.343750 Penalty: 3603.306152
	Iteration 9Q: 3 clusters Score -150115.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -150188.562500 Penalty: 3603.306152
	Iteration 10Q: 3 clusters Score -150188.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -150290.546875 Penalty: 3603.306152
	Iteration 11Q: 3 clusters Score -150290.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -150495.843750 Penalty: 3603.306152
	Iteration 12Q: 3 clusters Score -150495.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -150795.609375 Penalty: 3603.306152
	Iteration 13Q: 3 clusters Score -150795.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -150808.515625 Penalty: 3603.306152
	Iteration 14Q: 3 clusters Score -150808.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -150808.515625 Penalty: 3603.306152
	Iteration 15F: 3 clusters Score -150808.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 11031 members 
Mstep: Class 3 contains 57338 members 
Mstep: Class 4 contains 9284 members 
Mstep: Class 5 contains 4054 members 
Mstep: Class 6 contains 16917 members 
Mstep: Class 7 contains 13251 members 
Mstep: Class 8 contains 127478 members 
Mstep: Class 9 contains 12592 members 
Mstep: Class 10 contains 201944 members 
Mstep: Class 11 contains 212102 members 
Mstep: Class 12 contains 12252 members 
Mstep: Class 13 contains 323288 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 41141 members 
Mstep: Class 16 contains 43916 members 
Mstep: Class 17 contains 17968 members 
Mstep: Class 18 contains 16434 members 
Mstep: Class 19 contains 6560 members 
Mstep: Class 20 contains 5628 members 
Mstep: Class 21 contains 40533 members 
Mstep: Class 22 contains 29203 members 
Mstep: Class 23 contains 175962 members 
Mstep: Class 24 contains 93501 members 
Mstep: Class 25 contains 8263 members 
Mstep: Class 26 contains 238794 members 
Mstep: Class 27 contains 30409 members 
Mstep: Class 28 contains 4009 members 
Mstep: Class 29 contains 5799 members 
Mstep: Class 30 contains 103926 members 
Mstep: Class 31 contains 8726 members 
Mstep: Class 32 contains 3028 members 
Mstep: Class 33 contains 83191 members 
Mstep: Class 34 contains 9028 members 
Mstep: Class 35 contains 8284 members 
Mstep: Class 36 contains 388 members 
Mstep: Class 37 contains 8235 members 
Mstep: Class 38 contains 855 members 
Mstep: Class 39 contains 1041 members 
Entering Unmasked Estep 
Score: -235451104.000000 Penalty: 140280.062500
Splitting cluster 36 changes total score from -235450736.000000 to -235451104.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 37 (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: -974490.187500 Penalty: 2236.004883
	Iteration 0F: 2 clusters Score -974490.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -967931.875000 Penalty: 4472.009766
	Iteration 0F: 3 clusters Score -967931.9 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -969740.125000 Penalty: 4472.009766
	Iteration 1F: 3 clusters Score -969740.1 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -969992.500000 Penalty: 4472.009766
	Iteration 2F: 3 clusters Score -969992.5 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -970158.375000 Penalty: 4472.009766
	Iteration 3Q: 3 clusters Score -970158.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -970287.750000 Penalty: 4472.009766
	Iteration 4Q: 3 clusters Score -970287.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -970392.250000 Penalty: 4472.009766
	Iteration 5Q: 3 clusters Score -970392.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -970478.937500 Penalty: 4472.009766
	Iteration 6Q: 3 clusters Score -970478.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -970557.500000 Penalty: 4472.009766
	Iteration 7Q: 3 clusters Score -970557.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -970628.000000 Penalty: 4472.009766
	Iteration 8Q: 3 clusters Score -970628 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -970684.625000 Penalty: 4472.009766
	Iteration 9Q: 3 clusters Score -970684.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -970732.937500 Penalty: 4472.009766
	Iteration 10Q: 3 clusters Score -970732.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -970790.625000 Penalty: 4472.009766
	Iteration 11Q: 3 clusters Score -970790.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -970859.687500 Penalty: 4472.009766
	Iteration 12Q: 3 clusters Score -970859.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -970933.875000 Penalty: 4472.009766
	Iteration 13Q: 3 clusters Score -970933.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -971037.500000 Penalty: 4472.009766
	Iteration 14Q: 3 clusters Score -971037.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -971144.187500 Penalty: 4472.009766
	Iteration 15Q: 3 clusters Score -971144.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -971256.750000 Penalty: 4472.009766
	Iteration 16Q: 3 clusters Score -971256.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -971403.937500 Penalty: 4472.009766
	Iteration 17Q: 3 clusters Score -971403.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -971557.625000 Penalty: 4472.009766
	Iteration 18Q: 3 clusters Score -971557.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -971716.375000 Penalty: 4472.009766
	Iteration 19Q: 3 clusters Score -971716.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -971881.812500 Penalty: 4472.009766
	Iteration 20F: 3 clusters Score -971881.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -972023.750000 Penalty: 4472.009766
	Iteration 21Q: 3 clusters Score -972023.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -972149.125000 Penalty: 4472.009766
	Iteration 22Q: 3 clusters Score -972149.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -972264.812500 Penalty: 4472.009766
	Iteration 23Q: 3 clusters Score -972264.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -972368.437500 Penalty: 4472.009766
	Iteration 24Q: 3 clusters Score -972368.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -972439.687500 Penalty: 4472.009766
	Iteration 25Q: 3 clusters Score -972439.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -972500.187500 Penalty: 4472.009766
	Iteration 26Q: 3 clusters Score -972500.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -972557.875000 Penalty: 4472.009766
	Iteration 27Q: 3 clusters Score -972557.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -972601.625000 Penalty: 4472.009766
	Iteration 28Q: 3 clusters Score -972601.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -972634.625000 Penalty: 4472.009766
	Iteration 29Q: 3 clusters Score -972634.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -972661.312500 Penalty: 4472.009766
	Iteration 30Q: 3 clusters Score -972661.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -972675.125000 Penalty: 4472.009766
	Iteration 31Q: 3 clusters Score -972675.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -972691.687500 Penalty: 4472.009766
	Iteration 32Q: 3 clusters Score -972691.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -972702.375000 Penalty: 4472.009766
	Iteration 33Q: 3 clusters Score -972702.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -972704.187500 Penalty: 4472.009766
	Iteration 34Q: 3 clusters Score -972704.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -972710.875000 Penalty: 4472.009766
	Iteration 35Q: 3 clusters Score -972710.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -972712.312500 Penalty: 4472.009766
	Iteration 36Q: 3 clusters Score -972712.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -972716.250000 Penalty: 4472.009766
	Iteration 37Q: 3 clusters Score -972716.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -972716.125000 Penalty: 4472.009766
	Iteration 38Q: 3 clusters Score -972716.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -972720.312500 Penalty: 4472.009766
	Iteration 39Q: 3 clusters Score -972720.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -972720.250000 Penalty: 4472.009766
	Iteration 40F: 3 clusters Score -972720.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -972722.375000 Penalty: 4472.009766
	Iteration 41Q: 3 clusters Score -972722.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -972722.375000 Penalty: 4472.009766
	Iteration 42F: 3 clusters Score -972722.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Entering Unmasked Estep 
Score: -87490.828125 Penalty: 1674.273193
	Iteration 0F: 2 clusters Score -87490.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -85724.203125 Penalty: 3348.546387
	Iteration 0F: 3 clusters Score -85724.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -86257.843750 Penalty: 3348.546387
	Iteration 1F: 3 clusters Score -86257.84 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -86647.726562 Penalty: 3348.546387
	Iteration 2F: 3 clusters Score -86647.73 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -86920.445312 Penalty: 3348.546387
	Iteration 3F: 3 clusters Score -86920.45 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -87084.570312 Penalty: 3348.546387
	Iteration 4F: 3 clusters Score -87084.57 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -87355.195312 Penalty: 3348.546387
	Iteration 5F: 3 clusters Score -87355.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -87772.429688 Penalty: 3348.546387
	Iteration 6F: 3 clusters Score -87772.43 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -87913.617188 Penalty: 3348.546387
	Iteration 7Q: 3 clusters Score -87913.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -88010.875000 Penalty: 3348.546387
	Iteration 8Q: 3 clusters Score -88010.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -88142.835938 Penalty: 3348.546387
	Iteration 9Q: 3 clusters Score -88142.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -88149.437500 Penalty: 3348.546387
	Iteration 10Q: 3 clusters Score -88149.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -88151.148438 Penalty: 3348.546387
	Iteration 11Q: 3 clusters Score -88151.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -88151.148438 Penalty: 3348.546387
	Iteration 12F: 3 clusters Score -88151.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 11031 members 
Mstep: Class 3 contains 57338 members 
Mstep: Class 4 contains 9284 members 
Mstep: Class 5 contains 4054 members 
Mstep: Class 6 contains 16917 members 
Mstep: Class 7 contains 13251 members 
Mstep: Class 8 contains 127478 members 
Mstep: Class 9 contains 12592 members 
Mstep: Class 10 contains 201944 members 
Mstep: Class 11 contains 212102 members 
Mstep: Class 12 contains 12252 members 
Mstep: Class 13 contains 323288 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 41141 members 
Mstep: Class 16 contains 43916 members 
Mstep: Class 17 contains 17968 members 
Mstep: Class 18 contains 16434 members 
Mstep: Class 19 contains 6560 members 
Mstep: Class 20 contains 5628 members 
Mstep: Class 21 contains 40533 members 
Mstep: Class 22 contains 29203 members 
Mstep: Class 23 contains 175962 members 
Mstep: Class 24 contains 93501 members 
Mstep: Class 25 contains 8263 members 
Mstep: Class 26 contains 238794 members 
Mstep: Class 27 contains 30409 members 
Mstep: Class 28 contains 4009 members 
Mstep: Class 29 contains 5799 members 
Mstep: Class 30 contains 103926 members 
Mstep: Class 31 contains 8726 members 
Mstep: Class 32 contains 3028 members 
Mstep: Class 33 contains 83191 members 
Mstep: Class 34 contains 9028 members 
Mstep: Class 35 contains 8284 members 
Mstep: Class 36 contains 388 members 
Mstep: Class 37 contains 8235 members 
Mstep: Class 38 contains 633 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 222 members 
Entering Unmasked Estep 
Score: -235449360.000000 Penalty: 143876.984375
Splitting cluster 38 changes total score from -235450736.000000 to -235449360.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 11031 members 
Mstep: Class 3 contains 57338 members 
Mstep: Class 4 contains 9284 members 
Mstep: Class 5 contains 4054 members 
Mstep: Class 6 contains 16917 members 
Mstep: Class 7 contains 13251 members 
Mstep: Class 8 contains 127478 members 
Mstep: Class 9 contains 12592 members 
Mstep: Class 10 contains 201944 members 
Mstep: Class 11 contains 212102 members 
Mstep: Class 12 contains 12252 members 
Mstep: Class 13 contains 323288 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 41141 members 
Mstep: Class 16 contains 43916 members 
Mstep: Class 17 contains 17968 members 
Mstep: Class 18 contains 16434 members 
Mstep: Class 19 contains 6560 members 
Mstep: Class 20 contains 5628 members 
Mstep: Class 21 contains 40533 members 
Mstep: Class 22 contains 29203 members 
Mstep: Class 23 contains 175962 members 
Mstep: Class 24 contains 93501 members 
Mstep: Class 25 contains 8263 members 
Mstep: Class 26 contains 238794 members 
Mstep: Class 27 contains 30409 members 
Mstep: Class 28 contains 4009 members 
Mstep: Class 29 contains 5799 members 
Mstep: Class 30 contains 103926 members 
Mstep: Class 31 contains 8726 members 
Mstep: Class 32 contains 3028 members 
Mstep: Class 33 contains 83191 members 
Mstep: Class 34 contains 9028 members 
Mstep: Class 35 contains 8284 members 
Mstep: Class 36 contains 388 members 
Mstep: Class 37 contains 8235 members 
Mstep: Class 38 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235451184.000000 Penalty: 140280.062500
Iteration 159Q: 40 clusters Score -2.354512e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 11031 members 
Mstep: Class 3 contains 57337 members 
Mstep: Class 4 contains 9284 members 
Mstep: Class 5 contains 4054 members 
Mstep: Class 6 contains 16918 members 
Mstep: Class 7 contains 13249 members 
Mstep: Class 8 contains 127477 members 
Mstep: Class 9 contains 12592 members 
Mstep: Class 10 contains 201939 members 
Mstep: Class 11 contains 212110 members 
Mstep: Class 12 contains 12252 members 
Mstep: Class 13 contains 323308 members 
Mstep: Class 14 contains 457 members 
Mstep: Class 15 contains 41143 members 
Mstep: Class 16 contains 43910 members 
Mstep: Class 17 contains 17966 members 
Mstep: Class 18 contains 16433 members 
Mstep: Class 19 contains 6562 members 
Mstep: Class 20 contains 5633 members 
Mstep: Class 21 contains 40533 members 
Mstep: Class 22 contains 29202 members 
Mstep: Class 23 contains 175975 members 
Mstep: Class 24 contains 93501 members 
Mstep: Class 25 contains 8263 members 
Mstep: Class 26 contains 238780 members 
Mstep: Class 27 contains 30402 members 
Mstep: Class 28 contains 4009 members 
Mstep: Class 29 contains 5799 members 
Mstep: Class 30 contains 103926 members 
Mstep: Class 31 contains 8727 members 
Mstep: Class 32 contains 3029 members 
Mstep: Class 33 contains 83189 members 
Mstep: Class 34 contains 9027 members 
Mstep: Class 35 contains 8284 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 8234 members 
Mstep: Class 38 contains 852 members 
Mstep: Class 39 contains 1028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235451104.000000 Penalty: 140280.062500
Iteration 160F: 40 clusters Score -2.354511e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 11029 members 
Mstep: Class 3 contains 57338 members 
Mstep: Class 4 contains 9284 members 
Mstep: Class 5 contains 4055 members 
Mstep: Class 6 contains 16920 members 
Mstep: Class 7 contains 13248 members 
Mstep: Class 8 contains 127478 members 
Mstep: Class 9 contains 12596 members 
Mstep: Class 10 contains 201935 members 
Mstep: Class 11 contains 212108 members 
Mstep: Class 12 contains 12252 members 
Mstep: Class 13 contains 323315 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 41145 members 
Mstep: Class 16 contains 43905 members 
Mstep: Class 17 contains 17963 members 
Mstep: Class 18 contains 16433 members 
Mstep: Class 19 contains 6560 members 
Mstep: Class 20 contains 5637 members 
Mstep: Class 21 contains 40536 members 
Mstep: Class 22 contains 29200 members 
Mstep: Class 23 contains 175982 members 
Mstep: Class 24 contains 93496 members 
Mstep: Class 25 contains 8263 members 
Mstep: Class 26 contains 238777 members 
Mstep: Class 27 contains 30393 members 
Mstep: Class 28 contains 4009 members 
Mstep: Class 29 contains 5799 members 
Mstep: Class 30 contains 103924 members 
Mstep: Class 31 contains 8729 members 
Mstep: Class 32 contains 3029 members 
Mstep: Class 33 contains 83186 members 
Mstep: Class 34 contains 9028 members 
Mstep: Class 35 contains 8284 members 
Mstep: Class 36 contains 416 members 
Mstep: Class 37 contains 8234 members 
Mstep: Class 38 contains 846 members 
Mstep: Class 39 contains 1043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235451152.000000 Penalty: 140280.062500
Iteration 161Q: 40 clusters Score -2.354512e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 11026 members 
Mstep: Class 3 contains 57339 members 
Mstep: Class 4 contains 9284 members 
Mstep: Class 5 contains 4055 members 
Mstep: Class 6 contains 16920 members 
Mstep: Class 7 contains 13249 members 
Mstep: Class 8 contains 127472 members 
Mstep: Class 9 contains 12599 members 
Mstep: Class 10 contains 201941 members 
Mstep: Class 11 contains 212119 members 
Mstep: Class 12 contains 12253 members 
Mstep: Class 13 contains 323327 members 
Mstep: Class 14 contains 408 members 
Mstep: Class 15 contains 41149 members 
Mstep: Class 16 contains 43893 members 
Mstep: Class 17 contains 17957 members 
Mstep: Class 18 contains 16433 members 
Mstep: Class 19 contains 6558 members 
Mstep: Class 20 contains 5639 members 
Mstep: Class 21 contains 40538 members 
Mstep: Class 22 contains 29200 members 
Mstep: Class 23 contains 175993 members 
Mstep: Class 24 contains 93500 members 
Mstep: Class 25 contains 8262 members 
Mstep: Class 26 contains 238765 members 
Mstep: Class 27 contains 30378 members 
Mstep: Class 28 contains 4009 members 
Mstep: Class 29 contains 5797 members 
Mstep: Class 30 contains 103922 members 
Mstep: Class 31 contains 8735 members 
Mstep: Class 32 contains 3028 members 
Mstep: Class 33 contains 83179 members 
Mstep: Class 34 contains 9028 members 
Mstep: Class 35 contains 8288 members 
Mstep: Class 36 contains 452 members 
Mstep: Class 37 contains 8234 members 
Mstep: Class 38 contains 842 members 
Mstep: Class 39 contains 1045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235451312.000000 Penalty: 140280.062500
Iteration 162Q: 40 clusters Score -2.354513e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 11021 members 
Mstep: Class 3 contains 57338 members 
Mstep: Class 4 contains 9284 members 
Mstep: Class 5 contains 4055 members 
Mstep: Class 6 contains 16921 members 
Mstep: Class 7 contains 13249 members 
Mstep: Class 8 contains 127475 members 
Mstep: Class 9 contains 12601 members 
Mstep: Class 10 contains 201947 members 
Mstep: Class 11 contains 212124 members 
Mstep: Class 12 contains 12254 members 
Mstep: Class 13 contains 323341 members 
Mstep: Class 14 contains 386 members 
Mstep: Class 15 contains 41150 members 
Mstep: Class 16 contains 43886 members 
Mstep: Class 17 contains 17943 members 
Mstep: Class 18 contains 16434 members 
Mstep: Class 19 contains 6559 members 
Mstep: Class 20 contains 5638 members 
Mstep: Class 21 contains 40542 members 
Mstep: Class 22 contains 29200 members 
Mstep: Class 23 contains 176009 members 
Mstep: Class 24 contains 93505 members 
Mstep: Class 25 contains 8262 members 
Mstep: Class 26 contains 238743 members 
Mstep: Class 27 contains 30366 members 
Mstep: Class 28 contains 4009 members 
Mstep: Class 29 contains 5796 members 
Mstep: Class 30 contains 103926 members 
Mstep: Class 31 contains 8741 members 
Mstep: Class 32 contains 3025 members 
Mstep: Class 33 contains 83172 members 
Mstep: Class 34 contains 9029 members 
Mstep: Class 35 contains 8289 members 
Mstep: Class 36 contains 474 members 
Mstep: Class 37 contains 8234 members 
Mstep: Class 38 contains 839 members 
Mstep: Class 39 contains 1048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235451312.000000 Penalty: 140280.062500
Iteration 163Q: 40 clusters Score -2.354513e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 11020 members 
Mstep: Class 3 contains 57339 members 
Mstep: Class 4 contains 9284 members 
Mstep: Class 5 contains 4058 members 
Mstep: Class 6 contains 16922 members 
Mstep: Class 7 contains 13249 members 
Mstep: Class 8 contains 127470 members 
Mstep: Class 9 contains 12601 members 
Mstep: Class 10 contains 201957 members 
Mstep: Class 11 contains 212141 members 
Mstep: Class 12 contains 12256 members 
Mstep: Class 13 contains 323347 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 41149 members 
Mstep: Class 16 contains 43887 members 
Mstep: Class 17 contains 17937 members 
Mstep: Class 18 contains 16434 members 
Mstep: Class 19 contains 6560 members 
Mstep: Class 20 contains 5638 members 
Mstep: Class 21 contains 40552 members 
Mstep: Class 22 contains 29198 members 
Mstep: Class 23 contains 176017 members 
Mstep: Class 24 contains 93506 members 
Mstep: Class 25 contains 8262 members 
Mstep: Class 26 contains 238714 members 
Mstep: Class 27 contains 30361 members 
Mstep: Class 28 contains 4009 members 
Mstep: Class 29 contains 5795 members 
Mstep: Class 30 contains 103929 members 
Mstep: Class 31 contains 8741 members 
Mstep: Class 32 contains 3013 members 
Mstep: Class 33 contains 83164 members 
Mstep: Class 34 contains 9031 members 
Mstep: Class 35 contains 8290 members 
Mstep: Class 36 contains 479 members 
Mstep: Class 37 contains 8234 members 
Mstep: Class 38 contains 835 members 
Mstep: Class 39 contains 1056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235451680.000000 Penalty: 140280.062500
Iteration 164Q: 40 clusters Score -2.354517e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 11015 members 
Mstep: Class 3 contains 57340 members 
Mstep: Class 4 contains 9284 members 
Mstep: Class 5 contains 4060 members 
Mstep: Class 6 contains 16922 members 
Mstep: Class 7 contains 13248 members 
Mstep: Class 8 contains 127473 members 
Mstep: Class 9 contains 12601 members 
Mstep: Class 10 contains 201964 members 
Mstep: Class 11 contains 212137 members 
Mstep: Class 12 contains 12258 members 
Mstep: Class 13 contains 323358 members 
Mstep: Class 14 contains 378 members 
Mstep: Class 15 contains 41148 members 
Mstep: Class 16 contains 43878 members 
Mstep: Class 17 contains 17937 members 
Mstep: Class 18 contains 16437 members 
Mstep: Class 19 contains 6560 members 
Mstep: Class 20 contains 5636 members 
Mstep: Class 21 contains 40556 members 
Mstep: Class 22 contains 29198 members 
Mstep: Class 23 contains 176022 members 
Mstep: Class 24 contains 93508 members 
Mstep: Class 25 contains 8262 members 
Mstep: Class 26 contains 238700 members 
Mstep: Class 27 contains 30357 members 
Mstep: Class 28 contains 4008 members 
Mstep: Class 29 contains 5795 members 
Mstep: Class 30 contains 103933 members 
Mstep: Class 31 contains 8750 members 
Mstep: Class 32 contains 3002 members 
Mstep: Class 33 contains 83160 members 
Mstep: Class 34 contains 9031 members 
Mstep: Class 35 contains 8292 members 
Mstep: Class 36 contains 478 members 
Mstep: Class 37 contains 8234 members 
Mstep: Class 38 contains 831 members 
Mstep: Class 39 contains 1063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235451456.000000 Penalty: 140280.062500
Iteration 165Q: 40 clusters Score -2.354515e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 11015 members 
Mstep: Class 3 contains 57340 members 
Mstep: Class 4 contains 9284 members 
Mstep: Class 5 contains 4060 members 
Mstep: Class 6 contains 16922 members 
Mstep: Class 7 contains 13248 members 
Mstep: Class 8 contains 127468 members 
Mstep: Class 9 contains 12602 members 
Mstep: Class 10 contains 201957 members 
Mstep: Class 11 contains 212139 members 
Mstep: Class 12 contains 12259 members 
Mstep: Class 13 contains 323378 members 
Mstep: Class 14 contains 378 members 
Mstep: Class 15 contains 41150 members 
Mstep: Class 16 contains 43873 members 
Mstep: Class 17 contains 17929 members 
Mstep: Class 18 contains 16437 members 
Mstep: Class 19 contains 6560 members 
Mstep: Class 20 contains 5634 members 
Mstep: Class 21 contains 40564 members 
Mstep: Class 22 contains 29195 members 
Mstep: Class 23 contains 176033 members 
Mstep: Class 24 contains 93509 members 
Mstep: Class 25 contains 8262 members 
Mstep: Class 26 contains 238691 members 
Mstep: Class 27 contains 30342 members 
Mstep: Class 28 contains 4006 members 
Mstep: Class 29 contains 5797 members 
Mstep: Class 30 contains 103937 members 
Mstep: Class 31 contains 8760 members 
Mstep: Class 32 contains 2994 members 
Mstep: Class 33 contains 83157 members 
Mstep: Class 34 contains 9031 members 
Mstep: Class 35 contains 8296 members 
Mstep: Class 36 contains 476 members 
Mstep: Class 37 contains 8234 members 
Mstep: Class 38 contains 829 members 
Mstep: Class 39 contains 1068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235451424.000000 Penalty: 140280.062500
Iteration 166Q: 40 clusters Score -2.354514e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 11015 members 
Mstep: Class 3 contains 57340 members 
Mstep: Class 4 contains 9284 members 
Mstep: Class 5 contains 4060 members 
Mstep: Class 6 contains 16923 members 
Mstep: Class 7 contains 13248 members 
Mstep: Class 8 contains 127466 members 
Mstep: Class 9 contains 12603 members 
Mstep: Class 10 contains 201950 members 
Mstep: Class 11 contains 212143 members 
Mstep: Class 12 contains 12261 members 
Mstep: Class 13 contains 323397 members 
Mstep: Class 14 contains 378 members 
Mstep: Class 15 contains 41154 members 
Mstep: Class 16 contains 43868 members 
Mstep: Class 17 contains 17927 members 
Mstep: Class 18 contains 16437 members 
Mstep: Class 19 contains 6560 members 
Mstep: Class 20 contains 5633 members 
Mstep: Class 21 contains 40569 members 
Mstep: Class 22 contains 29194 members 
Mstep: Class 23 contains 176042 members 
Mstep: Class 24 contains 93507 members 
Mstep: Class 25 contains 8261 members 
Mstep: Class 26 contains 238675 members 
Mstep: Class 27 contains 30334 members 
Mstep: Class 28 contains 4006 members 
Mstep: Class 29 contains 5797 members 
Mstep: Class 30 contains 103938 members 
Mstep: Class 31 contains 8769 members 
Mstep: Class 32 contains 2983 members 
Mstep: Class 33 contains 83153 members 
Mstep: Class 34 contains 9032 members 
Mstep: Class 35 contains 8298 members 
Mstep: Class 36 contains 474 members 
Mstep: Class 37 contains 8235 members 
Mstep: Class 38 contains 828 members 
Mstep: Class 39 contains 1071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235451184.000000 Penalty: 140280.062500
Iteration 167Q: 40 clusters Score -2.354512e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 11011 members 
Mstep: Class 3 contains 57342 members 
Mstep: Class 4 contains 9284 members 
Mstep: Class 5 contains 4060 members 
Mstep: Class 6 contains 16922 members 
Mstep: Class 7 contains 13248 members 
Mstep: Class 8 contains 127473 members 
Mstep: Class 9 contains 12603 members 
Mstep: Class 10 contains 201941 members 
Mstep: Class 11 contains 212146 members 
Mstep: Class 12 contains 12261 members 
Mstep: Class 13 contains 323411 members 
Mstep: Class 14 contains 378 members 
Mstep: Class 15 contains 41160 members 
Mstep: Class 16 contains 43865 members 
Mstep: Class 17 contains 17926 members 
Mstep: Class 18 contains 16440 members 
Mstep: Class 19 contains 6559 members 
Mstep: Class 20 contains 5632 members 
Mstep: Class 21 contains 40581 members 
Mstep: Class 22 contains 29193 members 
Mstep: Class 23 contains 176042 members 
Mstep: Class 24 contains 93506 members 
Mstep: Class 25 contains 8262 members 
Mstep: Class 26 contains 238678 members 
Mstep: Class 27 contains 30310 members 
Mstep: Class 28 contains 4002 members 
Mstep: Class 29 contains 5797 members 
Mstep: Class 30 contains 103936 members 
Mstep: Class 31 contains 8770 members 
Mstep: Class 32 contains 2981 members 
Mstep: Class 33 contains 83151 members 
Mstep: Class 34 contains 9034 members 
Mstep: Class 35 contains 8299 members 
Mstep: Class 36 contains 473 members 
Mstep: Class 37 contains 8235 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 1073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235451296.000000 Penalty: 140280.062500
Iteration 168Q: 40 clusters Score -2.354513e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 11009 members 
Mstep: Class 3 contains 57341 members 
Mstep: Class 4 contains 9284 members 
Mstep: Class 5 contains 4060 members 
Mstep: Class 6 contains 16922 members 
Mstep: Class 7 contains 13248 members 
Mstep: Class 8 contains 127472 members 
Mstep: Class 9 contains 12605 members 
Mstep: Class 10 contains 201938 members 
Mstep: Class 11 contains 212147 members 
Mstep: Class 12 contains 12263 members 
Mstep: Class 13 contains 323428 members 
Mstep: Class 14 contains 378 members 
Mstep: Class 15 contains 41162 members 
Mstep: Class 16 contains 43861 members 
Mstep: Class 17 contains 17922 members 
Mstep: Class 18 contains 16440 members 
Mstep: Class 19 contains 6559 members 
Mstep: Class 20 contains 5634 members 
Mstep: Class 21 contains 40585 members 
Mstep: Class 22 contains 29194 members 
Mstep: Class 23 contains 176044 members 
Mstep: Class 24 contains 93503 members 
Mstep: Class 25 contains 8262 members 
Mstep: Class 26 contains 238676 members 
Mstep: Class 27 contains 30295 members 
Mstep: Class 28 contains 3997 members 
Mstep: Class 29 contains 5797 members 
Mstep: Class 30 contains 103938 members 
Mstep: Class 31 contains 8778 members 
Mstep: Class 32 contains 2979 members 
Mstep: Class 33 contains 83149 members 
Mstep: Class 34 contains 9035 members 
Mstep: Class 35 contains 8299 members 
Mstep: Class 36 contains 474 members 
Mstep: Class 37 contains 8236 members 
Mstep: Class 38 contains 826 members 
Mstep: Class 39 contains 1073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235451296.000000 Penalty: 140280.062500
Iteration 169Q: 40 clusters Score -2.354513e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 11009 members 
Mstep: Class 3 contains 57341 members 
Mstep: Class 4 contains 9284 members 
Mstep: Class 5 contains 4060 members 
Mstep: Class 6 contains 16922 members 
Mstep: Class 7 contains 13249 members 
Mstep: Class 8 contains 127469 members 
Mstep: Class 9 contains 12606 members 
Mstep: Class 10 contains 201937 members 
Mstep: Class 11 contains 212146 members 
Mstep: Class 12 contains 12268 members 
Mstep: Class 13 contains 323455 members 
Mstep: Class 14 contains 378 members 
Mstep: Class 15 contains 41166 members 
Mstep: Class 16 contains 43856 members 
Mstep: Class 17 contains 17914 members 
Mstep: Class 18 contains 16440 members 
Mstep: Class 19 contains 6558 members 
Mstep: Class 20 contains 5636 members 
Mstep: Class 21 contains 40592 members 
Mstep: Class 22 contains 29192 members 
Mstep: Class 23 contains 176051 members 
Mstep: Class 24 contains 93501 members 
Mstep: Class 25 contains 8264 members 
Mstep: Class 26 contains 238659 members 
Mstep: Class 27 contains 30273 members 
Mstep: Class 28 contains 3994 members 
Mstep: Class 29 contains 5796 members 
Mstep: Class 30 contains 103941 members 
Mstep: Class 31 contains 8785 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 83149 members 
Mstep: Class 34 contains 9038 members 
Mstep: Class 35 contains 8299 members 
Mstep: Class 36 contains 476 members 
Mstep: Class 37 contains 8237 members 
Mstep: Class 38 contains 824 members 
Mstep: Class 39 contains 1073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235451232.000000 Penalty: 140280.062500
Iteration 170Q: 40 clusters Score -2.354512e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 11010 members 
Mstep: Class 3 contains 57344 members 
Mstep: Class 4 contains 9283 members 
Mstep: Class 5 contains 4060 members 
Mstep: Class 6 contains 16922 members 
Mstep: Class 7 contains 13247 members 
Mstep: Class 8 contains 127461 members 
Mstep: Class 9 contains 12608 members 
Mstep: Class 10 contains 201942 members 
Mstep: Class 11 contains 212139 members 
Mstep: Class 12 contains 12268 members 
Mstep: Class 13 contains 323479 members 
Mstep: Class 14 contains 378 members 
Mstep: Class 15 contains 41165 members 
Mstep: Class 16 contains 43846 members 
Mstep: Class 17 contains 17910 members 
Mstep: Class 18 contains 16443 members 
Mstep: Class 19 contains 6560 members 
Mstep: Class 20 contains 5637 members 
Mstep: Class 21 contains 40599 members 
Mstep: Class 22 contains 29192 members 
Mstep: Class 23 contains 176050 members 
Mstep: Class 24 contains 93503 members 
Mstep: Class 25 contains 8267 members 
Mstep: Class 26 contains 238643 members 
Mstep: Class 27 contains 30262 members 
Mstep: Class 28 contains 3992 members 
Mstep: Class 29 contains 5795 members 
Mstep: Class 30 contains 103945 members 
Mstep: Class 31 contains 8789 members 
Mstep: Class 32 contains 2977 members 
Mstep: Class 33 contains 83152 members 
Mstep: Class 34 contains 9037 members 
Mstep: Class 35 contains 8299 members 
Mstep: Class 36 contains 477 members 
Mstep: Class 37 contains 8237 members 
Mstep: Class 38 contains 823 members 
Mstep: Class 39 contains 1073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235451216.000000 Penalty: 140280.062500
Iteration 171Q: 40 clusters Score -2.354512e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 11010 members 
Mstep: Class 3 contains 57345 members 
Mstep: Class 4 contains 9283 members 
Mstep: Class 5 contains 4060 members 
Mstep: Class 6 contains 16922 members 
Mstep: Class 7 contains 13246 members 
Mstep: Class 8 contains 127457 members 
Mstep: Class 9 contains 12608 members 
Mstep: Class 10 contains 201953 members 
Mstep: Class 11 contains 212136 members 
Mstep: Class 12 contains 12271 members 
Mstep: Class 13 contains 323503 members 
Mstep: Class 14 contains 378 members 
Mstep: Class 15 contains 41167 members 
Mstep: Class 16 contains 43834 members 
Mstep: Class 17 contains 17907 members 
Mstep: Class 18 contains 16441 members 
Mstep: Class 19 contains 6560 members 
Mstep: Class 20 contains 5638 members 
Mstep: Class 21 contains 40606 members 
Mstep: Class 22 contains 29191 members 
Mstep: Class 23 contains 176052 members 
Mstep: Class 24 contains 93496 members 
Mstep: Class 25 contains 8267 members 
Mstep: Class 26 contains 238628 members 
Mstep: Class 27 contains 30256 members 
Mstep: Class 28 contains 3991 members 
Mstep: Class 29 contains 5797 members 
Mstep: Class 30 contains 103946 members 
Mstep: Class 31 contains 8799 members 
Mstep: Class 32 contains 2972 members 
Mstep: Class 33 contains 83149 members 
Mstep: Class 34 contains 9036 members 
Mstep: Class 35 contains 8300 members 
Mstep: Class 36 contains 477 members 
Mstep: Class 37 contains 8237 members 
Mstep: Class 38 contains 823 members 
Mstep: Class 39 contains 1073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235451088.000000 Penalty: 140280.062500
Iteration 172Q: 40 clusters Score -2.354511e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 11010 members 
Mstep: Class 3 contains 57340 members 
Mstep: Class 4 contains 9283 members 
Mstep: Class 5 contains 4060 members 
Mstep: Class 6 contains 16922 members 
Mstep: Class 7 contains 13246 members 
Mstep: Class 8 contains 127456 members 
Mstep: Class 9 contains 12607 members 
Mstep: Class 10 contains 201955 members 
Mstep: Class 11 contains 212137 members 
Mstep: Class 12 contains 12276 members 
Mstep: Class 13 contains 323536 members 
Mstep: Class 14 contains 378 members 
Mstep: Class 15 contains 41168 members 
Mstep: Class 16 contains 43822 members 
Mstep: Class 17 contains 17904 members 
Mstep: Class 18 contains 16439 members 
Mstep: Class 19 contains 6562 members 
Mstep: Class 20 contains 5639 members 
Mstep: Class 21 contains 40617 members 
Mstep: Class 22 contains 29189 members 
Mstep: Class 23 contains 176051 members 
Mstep: Class 24 contains 93491 members 
Mstep: Class 25 contains 8267 members 
Mstep: Class 26 contains 238613 members 
Mstep: Class 27 contains 30240 members 
Mstep: Class 28 contains 3989 members 
Mstep: Class 29 contains 5797 members 
Mstep: Class 30 contains 103945 members 
Mstep: Class 31 contains 8807 members 
Mstep: Class 32 contains 2974 members 
Mstep: Class 33 contains 83148 members 
Mstep: Class 34 contains 9036 members 
Mstep: Class 35 contains 8302 members 
Mstep: Class 36 contains 477 members 
Mstep: Class 37 contains 8237 members 
Mstep: Class 38 contains 823 members 
Mstep: Class 39 contains 1073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235451168.000000 Penalty: 140280.062500
Iteration 173Q: 40 clusters Score -2.354512e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 11010 members 
Mstep: Class 3 contains 57340 members 
Mstep: Class 4 contains 9285 members 
Mstep: Class 5 contains 4060 members 
Mstep: Class 6 contains 16923 members 
Mstep: Class 7 contains 13245 members 
Mstep: Class 8 contains 127455 members 
Mstep: Class 9 contains 12607 members 
Mstep: Class 10 contains 201970 members 
Mstep: Class 11 contains 212143 members 
Mstep: Class 12 contains 12278 members 
Mstep: Class 13 contains 323549 members 
Mstep: Class 14 contains 378 members 
Mstep: Class 15 contains 41169 members 
Mstep: Class 16 contains 43811 members 
Mstep: Class 17 contains 17901 members 
Mstep: Class 18 contains 16436 members 
Mstep: Class 19 contains 6564 members 
Mstep: Class 20 contains 5641 members 
Mstep: Class 21 contains 40621 members 
Mstep: Class 22 contains 29188 members 
Mstep: Class 23 contains 176045 members 
Mstep: Class 24 contains 93494 members 
Mstep: Class 25 contains 8267 members 
Mstep: Class 26 contains 238599 members 
Mstep: Class 27 contains 30227 members 
Mstep: Class 28 contains 3987 members 
Mstep: Class 29 contains 5798 members 
Mstep: Class 30 contains 103943 members 
Mstep: Class 31 contains 8811 members 
Mstep: Class 32 contains 2970 members 
Mstep: Class 33 contains 83147 members 
Mstep: Class 34 contains 9038 members 
Mstep: Class 35 contains 8307 members 
Mstep: Class 36 contains 477 members 
Mstep: Class 37 contains 8237 members 
Mstep: Class 38 contains 823 members 
Mstep: Class 39 contains 1073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235451296.000000 Penalty: 140280.062500
Iteration 174Q: 40 clusters Score -2.354513e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 11010 members 
Mstep: Class 3 contains 57339 members 
Mstep: Class 4 contains 9284 members 
Mstep: Class 5 contains 4060 members 
Mstep: Class 6 contains 16923 members 
Mstep: Class 7 contains 13246 members 
Mstep: Class 8 contains 127451 members 
Mstep: Class 9 contains 12612 members 
Mstep: Class 10 contains 201980 members 
Mstep: Class 11 contains 212142 members 
Mstep: Class 12 contains 12282 members 
Mstep: Class 13 contains 323562 members 
Mstep: Class 14 contains 378 members 
Mstep: Class 15 contains 41169 members 
Mstep: Class 16 contains 43795 members 
Mstep: Class 17 contains 17895 members 
Mstep: Class 18 contains 16436 members 
Mstep: Class 19 contains 6568 members 
Mstep: Class 20 contains 5642 members 
Mstep: Class 21 contains 40633 members 
Mstep: Class 22 contains 29187 members 
Mstep: Class 23 contains 176039 members 
Mstep: Class 24 contains 93495 members 
Mstep: Class 25 contains 8268 members 
Mstep: Class 26 contains 238589 members 
Mstep: Class 27 contains 30218 members 
Mstep: Class 28 contains 3987 members 
Mstep: Class 29 contains 5798 members 
Mstep: Class 30 contains 103944 members 
Mstep: Class 31 contains 8818 members 
Mstep: Class 32 contains 2962 members 
Mstep: Class 33 contains 83145 members 
Mstep: Class 34 contains 9042 members 
Mstep: Class 35 contains 8309 members 
Mstep: Class 36 contains 477 members 
Mstep: Class 37 contains 8237 members 
Mstep: Class 38 contains 823 members 
Mstep: Class 39 contains 1073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235451104.000000 Penalty: 140280.062500
Iteration 175Q: 40 clusters Score -2.354511e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 11010 members 
Mstep: Class 3 contains 57341 members 
Mstep: Class 4 contains 9285 members 
Mstep: Class 5 contains 4060 members 
Mstep: Class 6 contains 16923 members 
Mstep: Class 7 contains 13247 members 
Mstep: Class 8 contains 127448 members 
Mstep: Class 9 contains 12614 members 
Mstep: Class 10 contains 201986 members 
Mstep: Class 11 contains 212140 members 
Mstep: Class 12 contains 12288 members 
Mstep: Class 13 contains 323574 members 
Mstep: Class 14 contains 378 members 
Mstep: Class 15 contains 41171 members 
Mstep: Class 16 contains 43779 members 
Mstep: Class 17 contains 17892 members 
Mstep: Class 18 contains 16437 members 
Mstep: Class 19 contains 6567 members 
Mstep: Class 20 contains 5644 members 
Mstep: Class 21 contains 40642 members 
Mstep: Class 22 contains 29186 members 
Mstep: Class 23 contains 176046 members 
Mstep: Class 24 contains 93493 members 
Mstep: Class 25 contains 8268 members 
Mstep: Class 26 contains 238577 members 
Mstep: Class 27 contains 30197 members 
Mstep: Class 28 contains 3987 members 
Mstep: Class 29 contains 5797 members 
Mstep: Class 30 contains 103944 members 
Mstep: Class 31 contains 8824 members 
Mstep: Class 32 contains 2961 members 
Mstep: Class 33 contains 83143 members 
Mstep: Class 34 contains 9043 members 
Mstep: Class 35 contains 8316 members 
Mstep: Class 36 contains 477 members 
Mstep: Class 37 contains 8237 members 
Mstep: Class 38 contains 823 members 
Mstep: Class 39 contains 1073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235451072.000000 Penalty: 140280.062500
Iteration 176Q: 40 clusters Score -2.354511e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 11011 members 
Mstep: Class 3 contains 57340 members 
Mstep: Class 4 contains 9284 members 
Mstep: Class 5 contains 4060 members 
Mstep: Class 6 contains 16923 members 
Mstep: Class 7 contains 13247 members 
Mstep: Class 8 contains 127445 members 
Mstep: Class 9 contains 12617 members 
Mstep: Class 10 contains 201994 members 
Mstep: Class 11 contains 212140 members 
Mstep: Class 12 contains 12285 members 
Mstep: Class 13 contains 323585 members 
Mstep: Class 14 contains 378 members 
Mstep: Class 15 contains 41175 members 
Mstep: Class 16 contains 43768 members 
Mstep: Class 17 contains 17895 members 
Mstep: Class 18 contains 16437 members 
Mstep: Class 19 contains 6567 members 
Mstep: Class 20 contains 5643 members 
Mstep: Class 21 contains 40649 members 
Mstep: Class 22 contains 29184 members 
Mstep: Class 23 contains 176053 members 
Mstep: Class 24 contains 93491 members 
Mstep: Class 25 contains 8269 members 
Mstep: Class 26 contains 238561 members 
Mstep: Class 27 contains 30185 members 
Mstep: Class 28 contains 3987 members 
Mstep: Class 29 contains 5798 members 
Mstep: Class 30 contains 103945 members 
Mstep: Class 31 contains 8828 members 
Mstep: Class 32 contains 2955 members 
Mstep: Class 33 contains 83142 members 
Mstep: Class 34 contains 9043 members 
Mstep: Class 35 contains 8324 members 
Mstep: Class 36 contains 477 members 
Mstep: Class 37 contains 8237 members 
Mstep: Class 38 contains 823 members 
Mstep: Class 39 contains 1073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235451216.000000 Penalty: 140280.062500
Iteration 177Q: 40 clusters Score -2.354512e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 11011 members 
Mstep: Class 3 contains 57342 members 
Mstep: Class 4 contains 9287 members 
Mstep: Class 5 contains 4060 members 
Mstep: Class 6 contains 16923 members 
Mstep: Class 7 contains 13247 members 
Mstep: Class 8 contains 127443 members 
Mstep: Class 9 contains 12617 members 
Mstep: Class 10 contains 202002 members 
Mstep: Class 11 contains 212142 members 
Mstep: Class 12 contains 12284 members 
Mstep: Class 13 contains 323595 members 
Mstep: Class 14 contains 378 members 
Mstep: Class 15 contains 41175 members 
Mstep: Class 16 contains 43748 members 
Mstep: Class 17 contains 17893 members 
Mstep: Class 18 contains 16437 members 
Mstep: Class 19 contains 6567 members 
Mstep: Class 20 contains 5644 members 
Mstep: Class 21 contains 40653 members 
Mstep: Class 22 contains 29182 members 
Mstep: Class 23 contains 176058 members 
Mstep: Class 24 contains 93487 members 
Mstep: Class 25 contains 8272 members 
Mstep: Class 26 contains 238549 members 
Mstep: Class 27 contains 30178 members 
Mstep: Class 28 contains 3987 members 
Mstep: Class 29 contains 5799 members 
Mstep: Class 30 contains 103943 members 
Mstep: Class 31 contains 8843 members 
Mstep: Class 32 contains 2944 members 
Mstep: Class 33 contains 83143 members 
Mstep: Class 34 contains 9043 members 
Mstep: Class 35 contains 8331 members 
Mstep: Class 36 contains 477 members 
Mstep: Class 37 contains 8238 members 
Mstep: Class 38 contains 823 members 
Mstep: Class 39 contains 1073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235451136.000000 Penalty: 140280.062500
Iteration 178Q: 40 clusters Score -2.354511e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 11010 members 
Mstep: Class 3 contains 57345 members 
Mstep: Class 4 contains 9286 members 
Mstep: Class 5 contains 4060 members 
Mstep: Class 6 contains 16924 members 
Mstep: Class 7 contains 13247 members 
Mstep: Class 8 contains 127442 members 
Mstep: Class 9 contains 12616 members 
Mstep: Class 10 contains 202015 members 
Mstep: Class 11 contains 212139 members 
Mstep: Class 12 contains 12284 members 
Mstep: Class 13 contains 323607 members 
Mstep: Class 14 contains 378 members 
Mstep: Class 15 contains 41174 members 
Mstep: Class 16 contains 43733 members 
Mstep: Class 17 contains 17888 members 
Mstep: Class 18 contains 16438 members 
Mstep: Class 19 contains 6567 members 
Mstep: Class 20 contains 5645 members 
Mstep: Class 21 contains 40657 members 
Mstep: Class 22 contains 29180 members 
Mstep: Class 23 contains 176063 members 
Mstep: Class 24 contains 93483 members 
Mstep: Class 25 contains 8273 members 
Mstep: Class 26 contains 238536 members 
Mstep: Class 27 contains 30165 members 
Mstep: Class 28 contains 3987 members 
Mstep: Class 29 contains 5800 members 
Mstep: Class 30 contains 103942 members 
Mstep: Class 31 contains 8854 members 
Mstep: Class 32 contains 2947 members 
Mstep: Class 33 contains 83144 members 
Mstep: Class 34 contains 9042 members 
Mstep: Class 35 contains 8336 members 
Mstep: Class 36 contains 477 members 
Mstep: Class 37 contains 8238 members 
Mstep: Class 38 contains 823 members 
Mstep: Class 39 contains 1073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235451296.000000 Penalty: 140280.062500
Iteration 179Q: 40 clusters Score -2.354513e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 11008 members 
Mstep: Class 3 contains 57343 members 
Mstep: Class 4 contains 9286 members 
Mstep: Class 5 contains 4060 members 
Mstep: Class 6 contains 16924 members 
Mstep: Class 7 contains 13247 members 
Mstep: Class 8 contains 127442 members 
Mstep: Class 9 contains 12617 members 
Mstep: Class 10 contains 202033 members 
Mstep: Class 11 contains 212134 members 
Mstep: Class 12 contains 12284 members 
Mstep: Class 13 contains 323623 members 
Mstep: Class 14 contains 378 members 
Mstep: Class 15 contains 41174 members 
Mstep: Class 16 contains 43713 members 
Mstep: Class 17 contains 17884 members 
Mstep: Class 18 contains 16438 members 
Mstep: Class 19 contains 6567 members 
Mstep: Class 20 contains 5648 members 
Mstep: Class 21 contains 40660 members 
Mstep: Class 22 contains 29179 members 
Mstep: Class 23 contains 176067 members 
Mstep: Class 24 contains 93477 members 
Mstep: Class 25 contains 8272 members 
Mstep: Class 26 contains 238513 members 
Mstep: Class 27 contains 30169 members 
Mstep: Class 28 contains 3987 members 
Mstep: Class 29 contains 5802 members 
Mstep: Class 30 contains 103943 members 
Mstep: Class 31 contains 8872 members 
Mstep: Class 32 contains 2951 members 
Mstep: Class 33 contains 83137 members 
Mstep: Class 34 contains 9037 members 
Mstep: Class 35 contains 8338 members 
Mstep: Class 36 contains 477 members 
Mstep: Class 37 contains 8238 members 
Mstep: Class 38 contains 823 members 
Mstep: Class 39 contains 1073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235451360.000000 Penalty: 140280.062500
Iteration 180F: 40 clusters Score -2.354514e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 11004 members 
Mstep: Class 3 contains 57341 members 
Mstep: Class 4 contains 9286 members 
Mstep: Class 5 contains 4060 members 
Mstep: Class 6 contains 16924 members 
Mstep: Class 7 contains 13247 members 
Mstep: Class 8 contains 127441 members 
Mstep: Class 9 contains 12617 members 
Mstep: Class 10 contains 202047 members 
Mstep: Class 11 contains 212125 members 
Mstep: Class 12 contains 12284 members 
Mstep: Class 13 contains 323634 members 
Mstep: Class 14 contains 364 members 
Mstep: Class 15 contains 41176 members 
Mstep: Class 16 contains 43700 members 
Mstep: Class 17 contains 17885 members 
Mstep: Class 18 contains 16440 members 
Mstep: Class 19 contains 6567 members 
Mstep: Class 20 contains 5651 members 
Mstep: Class 21 contains 40663 members 
Mstep: Class 22 contains 29180 members 
Mstep: Class 23 contains 176072 members 
Mstep: Class 24 contains 93476 members 
Mstep: Class 25 contains 8273 members 
Mstep: Class 26 contains 238484 members 
Mstep: Class 27 contains 30168 members 
Mstep: Class 28 contains 3987 members 
Mstep: Class 29 contains 5803 members 
Mstep: Class 30 contains 103946 members 
Mstep: Class 31 contains 8884 members 
Mstep: Class 32 contains 2955 members 
Mstep: Class 33 contains 83133 members 
Mstep: Class 34 contains 9036 members 
Mstep: Class 35 contains 8340 members 
Mstep: Class 36 contains 492 members 
Mstep: Class 37 contains 8238 members 
Mstep: Class 38 contains 822 members 
Mstep: Class 39 contains 1073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235451376.000000 Penalty: 140280.062500
Iteration 181Q: 40 clusters Score -2.354514e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 11003 members 
Mstep: Class 3 contains 57341 members 
Mstep: Class 4 contains 9286 members 
Mstep: Class 5 contains 4060 members 
Mstep: Class 6 contains 16925 members 
Mstep: Class 7 contains 13247 members 
Mstep: Class 8 contains 127443 members 
Mstep: Class 9 contains 12616 members 
Mstep: Class 10 contains 202059 members 
Mstep: Class 11 contains 212124 members 
Mstep: Class 12 contains 12284 members 
Mstep: Class 13 contains 323636 members 
Mstep: Class 14 contains 352 members 
Mstep: Class 15 contains 41175 members 
Mstep: Class 16 contains 43679 members 
Mstep: Class 17 contains 17881 members 
Mstep: Class 18 contains 16443 members 
Mstep: Class 19 contains 6566 members 
Mstep: Class 20 contains 5652 members 
Mstep: Class 21 contains 40668 members 
Mstep: Class 22 contains 29181 members 
Mstep: Class 23 contains 176078 members 
Mstep: Class 24 contains 93474 members 
Mstep: Class 25 contains 8273 members 
Mstep: Class 26 contains 238472 members 
Mstep: Class 27 contains 30166 members 
Mstep: Class 28 contains 3986 members 
Mstep: Class 29 contains 5805 members 
Mstep: Class 30 contains 103947 members 
Mstep: Class 31 contains 8906 members 
Mstep: Class 32 contains 2945 members 
Mstep: Class 33 contains 83127 members 
Mstep: Class 34 contains 9035 members 
Mstep: Class 35 contains 8346 members 
Mstep: Class 36 contains 503 members 
Mstep: Class 37 contains 8238 members 
Mstep: Class 38 contains 822 members 
Mstep: Class 39 contains 1074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235451424.000000 Penalty: 140280.062500
Iteration 182Q: 40 clusters Score -2.354514e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 11002 members 
Mstep: Class 3 contains 57340 members 
Mstep: Class 4 contains 9286 members 
Mstep: Class 5 contains 4060 members 
Mstep: Class 6 contains 16925 members 
Mstep: Class 7 contains 13248 members 
Mstep: Class 8 contains 127445 members 
Mstep: Class 9 contains 12616 members 
Mstep: Class 10 contains 202060 members 
Mstep: Class 11 contains 212129 members 
Mstep: Class 12 contains 12284 members 
Mstep: Class 13 contains 323659 members 
Mstep: Class 14 contains 341 members 
Mstep: Class 15 contains 41173 members 
Mstep: Class 16 contains 43657 members 
Mstep: Class 17 contains 17873 members 
Mstep: Class 18 contains 16440 members 
Mstep: Class 19 contains 6566 members 
Mstep: Class 20 contains 5652 members 
Mstep: Class 21 contains 40683 members 
Mstep: Class 22 contains 29181 members 
Mstep: Class 23 contains 176083 members 
Mstep: Class 24 contains 93472 members 
Mstep: Class 25 contains 8271 members 
Mstep: Class 26 contains 238447 members 
Mstep: Class 27 contains 30166 members 
Mstep: Class 28 contains 3985 members 
Mstep: Class 29 contains 5804 members 
Mstep: Class 30 contains 103947 members 
Mstep: Class 31 contains 8926 members 
Mstep: Class 32 contains 2943 members 
Mstep: Class 33 contains 83121 members 
Mstep: Class 34 contains 9035 members 
Mstep: Class 35 contains 8350 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 8238 members 
Mstep: Class 38 contains 822 members 
Mstep: Class 39 contains 1074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235451472.000000 Penalty: 140280.062500
Iteration 183Q: 40 clusters Score -2.354515e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 11001 members 
Mstep: Class 3 contains 57341 members 
Mstep: Class 4 contains 9286 members 
Mstep: Class 5 contains 4060 members 
Mstep: Class 6 contains 16925 members 
Mstep: Class 7 contains 13249 members 
Mstep: Class 8 contains 127447 members 
Mstep: Class 9 contains 12617 members 
Mstep: Class 10 contains 202071 members 
Mstep: Class 11 contains 212127 members 
Mstep: Class 12 contains 12285 members 
Mstep: Class 13 contains 323666 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 41171 members 
Mstep: Class 16 contains 43638 members 
Mstep: Class 17 contains 17866 members 
Mstep: Class 18 contains 16438 members 
Mstep: Class 19 contains 6568 members 
Mstep: Class 20 contains 5653 members 
Mstep: Class 21 contains 40695 members 
Mstep: Class 22 contains 29179 members 
Mstep: Class 23 contains 176088 members 
Mstep: Class 24 contains 93467 members 
Mstep: Class 25 contains 8271 members 
Mstep: Class 26 contains 238424 members 
Mstep: Class 27 contains 30166 members 
Mstep: Class 28 contains 3986 members 
Mstep: Class 29 contains 5803 members 
Mstep: Class 30 contains 103948 members 
Mstep: Class 31 contains 8941 members 
Mstep: Class 32 contains 2945 members 
Mstep: Class 33 contains 83117 members 
Mstep: Class 34 contains 9035 members 
Mstep: Class 35 contains 8356 members 
Mstep: Class 36 contains 515 members 
Mstep: Class 37 contains 8238 members 
Mstep: Class 38 contains 822 members 
Mstep: Class 39 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235451312.000000 Penalty: 140280.062500
Iteration 184Q: 40 clusters Score -2.354513e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 10999 members 
Mstep: Class 3 contains 57341 members 
Mstep: Class 4 contains 9286 members 
Mstep: Class 5 contains 4060 members 
Mstep: Class 6 contains 16925 members 
Mstep: Class 7 contains 13250 members 
Mstep: Class 8 contains 127448 members 
Mstep: Class 9 contains 12616 members 
Mstep: Class 10 contains 202081 members 
Mstep: Class 11 contains 212123 members 
Mstep: Class 12 contains 12285 members 
Mstep: Class 13 contains 323671 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 41168 members 
Mstep: Class 16 contains 43622 members 
Mstep: Class 17 contains 17855 members 
Mstep: Class 18 contains 16440 members 
Mstep: Class 19 contains 6568 members 
Mstep: Class 20 contains 5654 members 
Mstep: Class 21 contains 40710 members 
Mstep: Class 22 contains 29176 members 
Mstep: Class 23 contains 176093 members 
Mstep: Class 24 contains 93463 members 
Mstep: Class 25 contains 8272 members 
Mstep: Class 26 contains 238409 members 
Mstep: Class 27 contains 30162 members 
Mstep: Class 28 contains 3986 members 
Mstep: Class 29 contains 5803 members 
Mstep: Class 30 contains 103951 members 
Mstep: Class 31 contains 8960 members 
Mstep: Class 32 contains 2946 members 
Mstep: Class 33 contains 83114 members 
Mstep: Class 34 contains 9035 members 
Mstep: Class 35 contains 8358 members 
Mstep: Class 36 contains 514 members 
Mstep: Class 37 contains 8238 members 
Mstep: Class 38 contains 822 members 
Mstep: Class 39 contains 1077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235451216.000000 Penalty: 140280.062500
Iteration 185Q: 40 clusters Score -2.354512e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 10997 members 
Mstep: Class 3 contains 57341 members 
Mstep: Class 4 contains 9285 members 
Mstep: Class 5 contains 4060 members 
Mstep: Class 6 contains 16925 members 
Mstep: Class 7 contains 13251 members 
Mstep: Class 8 contains 127446 members 
Mstep: Class 9 contains 12618 members 
Mstep: Class 10 contains 202088 members 
Mstep: Class 11 contains 212124 members 
Mstep: Class 12 contains 12285 members 
Mstep: Class 13 contains 323686 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 41168 members 
Mstep: Class 16 contains 43603 members 
Mstep: Class 17 contains 17842 members 
Mstep: Class 18 contains 16444 members 
Mstep: Class 19 contains 6568 members 
Mstep: Class 20 contains 5654 members 
Mstep: Class 21 contains 40728 members 
Mstep: Class 22 contains 29174 members 
Mstep: Class 23 contains 176096 members 
Mstep: Class 24 contains 93459 members 
Mstep: Class 25 contains 8277 members 
Mstep: Class 26 contains 238392 members 
Mstep: Class 27 contains 30160 members 
Mstep: Class 28 contains 3981 members 
Mstep: Class 29 contains 5802 members 
Mstep: Class 30 contains 103957 members 
Mstep: Class 31 contains 8981 members 
Mstep: Class 32 contains 2935 members 
Mstep: Class 33 contains 83109 members 
Mstep: Class 34 contains 9035 members 
Mstep: Class 35 contains 8359 members 
Mstep: Class 36 contains 511 members 
Mstep: Class 37 contains 8238 members 
Mstep: Class 38 contains 822 members 
Mstep: Class 39 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235451168.000000 Penalty: 140280.062500
Iteration 186Q: 40 clusters Score -2.354512e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 10996 members 
Mstep: Class 3 contains 57341 members 
Mstep: Class 4 contains 9285 members 
Mstep: Class 5 contains 4060 members 
Mstep: Class 6 contains 16925 members 
Mstep: Class 7 contains 13249 members 
Mstep: Class 8 contains 127447 members 
Mstep: Class 9 contains 12617 members 
Mstep: Class 10 contains 202090 members 
Mstep: Class 11 contains 212125 members 
Mstep: Class 12 contains 12285 members 
Mstep: Class 13 contains 323696 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 41169 members 
Mstep: Class 16 contains 43584 members 
Mstep: Class 17 contains 17835 members 
Mstep: Class 18 contains 16444 members 
Mstep: Class 19 contains 6567 members 
Mstep: Class 20 contains 5655 members 
Mstep: Class 21 contains 40747 members 
Mstep: Class 22 contains 29170 members 
Mstep: Class 23 contains 176104 members 
Mstep: Class 24 contains 93456 members 
Mstep: Class 25 contains 8281 members 
Mstep: Class 26 contains 238373 members 
Mstep: Class 27 contains 30157 members 
Mstep: Class 28 contains 3980 members 
Mstep: Class 29 contains 5802 members 
Mstep: Class 30 contains 103956 members 
Mstep: Class 31 contains 8996 members 
Mstep: Class 32 contains 2937 members 
Mstep: Class 33 contains 83107 members 
Mstep: Class 34 contains 9033 members 
Mstep: Class 35 contains 8362 members 
Mstep: Class 36 contains 507 members 
Mstep: Class 37 contains 8238 members 
Mstep: Class 38 contains 822 members 
Mstep: Class 39 contains 1083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235451264.000000 Penalty: 140280.062500
Iteration 187Q: 40 clusters Score -2.354513e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 10995 members 
Mstep: Class 3 contains 57342 members 
Mstep: Class 4 contains 9286 members 
Mstep: Class 5 contains 4061 members 
Mstep: Class 6 contains 16925 members 
Mstep: Class 7 contains 13247 members 
Mstep: Class 8 contains 127442 members 
Mstep: Class 9 contains 12617 members 
Mstep: Class 10 contains 202098 members 
Mstep: Class 11 contains 212128 members 
Mstep: Class 12 contains 12284 members 
Mstep: Class 13 contains 323699 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 41171 members 
Mstep: Class 16 contains 43569 members 
Mstep: Class 17 contains 17831 members 
Mstep: Class 18 contains 16443 members 
Mstep: Class 19 contains 6565 members 
Mstep: Class 20 contains 5655 members 
Mstep: Class 21 contains 40760 members 
Mstep: Class 22 contains 29170 members 
Mstep: Class 23 contains 176104 members 
Mstep: Class 24 contains 93451 members 
Mstep: Class 25 contains 8282 members 
Mstep: Class 26 contains 238364 members 
Mstep: Class 27 contains 30152 members 
Mstep: Class 28 contains 3979 members 
Mstep: Class 29 contains 5801 members 
Mstep: Class 30 contains 103957 members 
Mstep: Class 31 contains 9005 members 
Mstep: Class 32 contains 2942 members 
Mstep: Class 33 contains 83107 members 
Mstep: Class 34 contains 9033 members 
Mstep: Class 35 contains 8364 members 
Mstep: Class 36 contains 504 members 
Mstep: Class 37 contains 8238 members 
Mstep: Class 38 contains 822 members 
Mstep: Class 39 contains 1086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235451024.000000 Penalty: 140280.062500
Iteration 188Q: 40 clusters Score -2.35451e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 10996 members 
Mstep: Class 3 contains 57344 members 
Mstep: Class 4 contains 9286 members 
Mstep: Class 5 contains 4060 members 
Mstep: Class 6 contains 16925 members 
Mstep: Class 7 contains 13246 members 
Mstep: Class 8 contains 127443 members 
Mstep: Class 9 contains 12618 members 
Mstep: Class 10 contains 202102 members 
Mstep: Class 11 contains 212134 members 
Mstep: Class 12 contains 12286 members 
Mstep: Class 13 contains 323710 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 41174 members 
Mstep: Class 16 contains 43545 members 
Mstep: Class 17 contains 17822 members 
Mstep: Class 18 contains 16445 members 
Mstep: Class 19 contains 6566 members 
Mstep: Class 20 contains 5657 members 
Mstep: Class 21 contains 40778 members 
Mstep: Class 22 contains 29166 members 
Mstep: Class 23 contains 176101 members 
Mstep: Class 24 contains 93448 members 
Mstep: Class 25 contains 8282 members 
Mstep: Class 26 contains 238348 members 
Mstep: Class 27 contains 30150 members 
Mstep: Class 28 contains 3980 members 
Mstep: Class 29 contains 5804 members 
Mstep: Class 30 contains 103956 members 
Mstep: Class 31 contains 9012 members 
Mstep: Class 32 contains 2942 members 
Mstep: Class 33 contains 83105 members 
Mstep: Class 34 contains 9033 members 
Mstep: Class 35 contains 8365 members 
Mstep: Class 36 contains 496 members 
Mstep: Class 37 contains 8238 members 
Mstep: Class 38 contains 822 members 
Mstep: Class 39 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235451136.000000 Penalty: 140280.062500
Iteration 189Q: 40 clusters Score -2.354511e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 10995 members 
Mstep: Class 3 contains 57344 members 
Mstep: Class 4 contains 9286 members 
Mstep: Class 5 contains 4059 members 
Mstep: Class 6 contains 16925 members 
Mstep: Class 7 contains 13246 members 
Mstep: Class 8 contains 127441 members 
Mstep: Class 9 contains 12620 members 
Mstep: Class 10 contains 202104 members 
Mstep: Class 11 contains 212139 members 
Mstep: Class 12 contains 12286 members 
Mstep: Class 13 contains 323713 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 41171 members 
Mstep: Class 16 contains 43527 members 
Mstep: Class 17 contains 17812 members 
Mstep: Class 18 contains 16454 members 
Mstep: Class 19 contains 6566 members 
Mstep: Class 20 contains 5659 members 
Mstep: Class 21 contains 40786 members 
Mstep: Class 22 contains 29164 members 
Mstep: Class 23 contains 176096 members 
Mstep: Class 24 contains 93445 members 
Mstep: Class 25 contains 8283 members 
Mstep: Class 26 contains 238341 members 
Mstep: Class 27 contains 30154 members 
Mstep: Class 28 contains 3981 members 
Mstep: Class 29 contains 5805 members 
Mstep: Class 30 contains 103958 members 
Mstep: Class 31 contains 9024 members 
Mstep: Class 32 contains 2939 members 
Mstep: Class 33 contains 83104 members 
Mstep: Class 34 contains 9033 members 
Mstep: Class 35 contains 8369 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 8238 members 
Mstep: Class 38 contains 822 members 
Mstep: Class 39 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235451024.000000 Penalty: 140280.062500
Iteration 190Q: 40 clusters Score -2.35451e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 10995 members 
Mstep: Class 3 contains 57344 members 
Mstep: Class 4 contains 9286 members 
Mstep: Class 5 contains 4059 members 
Mstep: Class 6 contains 16925 members 
Mstep: Class 7 contains 13246 members 
Mstep: Class 8 contains 127441 members 
Mstep: Class 9 contains 12620 members 
Mstep: Class 10 contains 202106 members 
Mstep: Class 11 contains 212143 members 
Mstep: Class 12 contains 12284 members 
Mstep: Class 13 contains 323723 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 41169 members 
Mstep: Class 16 contains 43505 members 
Mstep: Class 17 contains 17800 members 
Mstep: Class 18 contains 16456 members 
Mstep: Class 19 contains 6566 members 
Mstep: Class 20 contains 5661 members 
Mstep: Class 21 contains 40793 members 
Mstep: Class 22 contains 29162 members 
Mstep: Class 23 contains 176097 members 
Mstep: Class 24 contains 93448 members 
Mstep: Class 25 contains 8284 members 
Mstep: Class 26 contains 238329 members 
Mstep: Class 27 contains 30150 members 
Mstep: Class 28 contains 3980 members 
Mstep: Class 29 contains 5806 members 
Mstep: Class 30 contains 103959 members 
Mstep: Class 31 contains 9043 members 
Mstep: Class 32 contains 2937 members 
Mstep: Class 33 contains 83105 members 
Mstep: Class 34 contains 9033 members 
Mstep: Class 35 contains 8374 members 
Mstep: Class 36 contains 484 members 
Mstep: Class 37 contains 8238 members 
Mstep: Class 38 contains 821 members 
Mstep: Class 39 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235451120.000000 Penalty: 140280.062500
Iteration 191Q: 40 clusters Score -2.354511e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 10995 members 
Mstep: Class 3 contains 57347 members 
Mstep: Class 4 contains 9286 members 
Mstep: Class 5 contains 4059 members 
Mstep: Class 6 contains 16925 members 
Mstep: Class 7 contains 13245 members 
Mstep: Class 8 contains 127440 members 
Mstep: Class 9 contains 12619 members 
Mstep: Class 10 contains 202115 members 
Mstep: Class 11 contains 212140 members 
Mstep: Class 12 contains 12284 members 
Mstep: Class 13 contains 323730 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 41170 members 
Mstep: Class 16 contains 43491 members 
Mstep: Class 17 contains 17781 members 
Mstep: Class 18 contains 16458 members 
Mstep: Class 19 contains 6563 members 
Mstep: Class 20 contains 5660 members 
Mstep: Class 21 contains 40802 members 
Mstep: Class 22 contains 29160 members 
Mstep: Class 23 contains 176095 members 
Mstep: Class 24 contains 93452 members 
Mstep: Class 25 contains 8286 members 
Mstep: Class 26 contains 238315 members 
Mstep: Class 27 contains 30144 members 
Mstep: Class 28 contains 3978 members 
Mstep: Class 29 contains 5804 members 
Mstep: Class 30 contains 103962 members 
Mstep: Class 31 contains 9069 members 
Mstep: Class 32 contains 2933 members 
Mstep: Class 33 contains 83106 members 
Mstep: Class 34 contains 9034 members 
Mstep: Class 35 contains 8379 members 
Mstep: Class 36 contains 477 members 
Mstep: Class 37 contains 8240 members 
Mstep: Class 38 contains 821 members 
Mstep: Class 39 contains 1114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235451120.000000 Penalty: 140280.062500
Iteration 192Q: 40 clusters Score -2.354511e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 10995 members 
Mstep: Class 3 contains 57350 members 
Mstep: Class 4 contains 9286 members 
Mstep: Class 5 contains 4059 members 
Mstep: Class 6 contains 16924 members 
Mstep: Class 7 contains 13246 members 
Mstep: Class 8 contains 127438 members 
Mstep: Class 9 contains 12619 members 
Mstep: Class 10 contains 202112 members 
Mstep: Class 11 contains 212142 members 
Mstep: Class 12 contains 12285 members 
Mstep: Class 13 contains 323739 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 41169 members 
Mstep: Class 16 contains 43479 members 
Mstep: Class 17 contains 17763 members 
Mstep: Class 18 contains 16455 members 
Mstep: Class 19 contains 6565 members 
Mstep: Class 20 contains 5661 members 
Mstep: Class 21 contains 40814 members 
Mstep: Class 22 contains 29158 members 
Mstep: Class 23 contains 176101 members 
Mstep: Class 24 contains 93447 members 
Mstep: Class 25 contains 8288 members 
Mstep: Class 26 contains 238309 members 
Mstep: Class 27 contains 30143 members 
Mstep: Class 28 contains 3978 members 
Mstep: Class 29 contains 5804 members 
Mstep: Class 30 contains 103963 members 
Mstep: Class 31 contains 9091 members 
Mstep: Class 32 contains 2920 members 
Mstep: Class 33 contains 83107 members 
Mstep: Class 34 contains 9033 members 
Mstep: Class 35 contains 8380 members 
Mstep: Class 36 contains 470 members 
Mstep: Class 37 contains 8243 members 
Mstep: Class 38 contains 821 members 
Mstep: Class 39 contains 1122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235450768.000000 Penalty: 140280.062500
Iteration 193Q: 40 clusters Score -2.354508e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 10995 members 
Mstep: Class 3 contains 57354 members 
Mstep: Class 4 contains 9286 members 
Mstep: Class 5 contains 4059 members 
Mstep: Class 6 contains 16924 members 
Mstep: Class 7 contains 13246 members 
Mstep: Class 8 contains 127439 members 
Mstep: Class 9 contains 12619 members 
Mstep: Class 10 contains 202108 members 
Mstep: Class 11 contains 212147 members 
Mstep: Class 12 contains 12287 members 
Mstep: Class 13 contains 323741 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 41169 members 
Mstep: Class 16 contains 43467 members 
Mstep: Class 17 contains 17752 members 
Mstep: Class 18 contains 16454 members 
Mstep: Class 19 contains 6570 members 
Mstep: Class 20 contains 5663 members 
Mstep: Class 21 contains 40823 members 
Mstep: Class 22 contains 29155 members 
Mstep: Class 23 contains 176102 members 
Mstep: Class 24 contains 93442 members 
Mstep: Class 25 contains 8290 members 
Mstep: Class 26 contains 238308 members 
Mstep: Class 27 contains 30140 members 
Mstep: Class 28 contains 3978 members 
Mstep: Class 29 contains 5805 members 
Mstep: Class 30 contains 103956 members 
Mstep: Class 31 contains 9110 members 
Mstep: Class 32 contains 2910 members 
Mstep: Class 33 contains 83108 members 
Mstep: Class 34 contains 9033 members 
Mstep: Class 35 contains 8382 members 
Mstep: Class 36 contains 466 members 
Mstep: Class 37 contains 8245 members 
Mstep: Class 38 contains 820 members 
Mstep: Class 39 contains 1127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235450704.000000 Penalty: 140280.062500
Iteration 194Q: 40 clusters Score -2.354507e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 10996 members 
Mstep: Class 3 contains 57356 members 
Mstep: Class 4 contains 9286 members 
Mstep: Class 5 contains 4059 members 
Mstep: Class 6 contains 16924 members 
Mstep: Class 7 contains 13246 members 
Mstep: Class 8 contains 127435 members 
Mstep: Class 9 contains 12620 members 
Mstep: Class 10 contains 202107 members 
Mstep: Class 11 contains 212154 members 
Mstep: Class 12 contains 12289 members 
Mstep: Class 13 contains 323747 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 41169 members 
Mstep: Class 16 contains 43447 members 
Mstep: Class 17 contains 17731 members 
Mstep: Class 18 contains 16453 members 
Mstep: Class 19 contains 6574 members 
Mstep: Class 20 contains 5662 members 
Mstep: Class 21 contains 40843 members 
Mstep: Class 22 contains 29148 members 
Mstep: Class 23 contains 176105 members 
Mstep: Class 24 contains 93443 members 
Mstep: Class 25 contains 8292 members 
Mstep: Class 26 contains 238298 members 
Mstep: Class 27 contains 30137 members 
Mstep: Class 28 contains 3978 members 
Mstep: Class 29 contains 5805 members 
Mstep: Class 30 contains 103955 members 
Mstep: Class 31 contains 9135 members 
Mstep: Class 32 contains 2904 members 
Mstep: Class 33 contains 83106 members 
Mstep: Class 34 contains 9033 members 
Mstep: Class 35 contains 8384 members 
Mstep: Class 36 contains 463 members 
Mstep: Class 37 contains 8246 members 
Mstep: Class 38 contains 819 members 
Mstep: Class 39 contains 1131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235450896.000000 Penalty: 140280.062500
Iteration 195Q: 40 clusters Score -2.354509e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 10993 members 
Mstep: Class 3 contains 57356 members 
Mstep: Class 4 contains 9286 members 
Mstep: Class 5 contains 4061 members 
Mstep: Class 6 contains 16924 members 
Mstep: Class 7 contains 13246 members 
Mstep: Class 8 contains 127432 members 
Mstep: Class 9 contains 12622 members 
Mstep: Class 10 contains 202106 members 
Mstep: Class 11 contains 212165 members 
Mstep: Class 12 contains 12291 members 
Mstep: Class 13 contains 323752 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 41166 members 
Mstep: Class 16 contains 43433 members 
Mstep: Class 17 contains 17721 members 
Mstep: Class 18 contains 16452 members 
Mstep: Class 19 contains 6577 members 
Mstep: Class 20 contains 5662 members 
Mstep: Class 21 contains 40858 members 
Mstep: Class 22 contains 29140 members 
Mstep: Class 23 contains 176106 members 
Mstep: Class 24 contains 93438 members 
Mstep: Class 25 contains 8292 members 
Mstep: Class 26 contains 238295 members 
Mstep: Class 27 contains 30131 members 
Mstep: Class 28 contains 3978 members 
Mstep: Class 29 contains 5808 members 
Mstep: Class 30 contains 103954 members 
Mstep: Class 31 contains 9150 members 
Mstep: Class 32 contains 2902 members 
Mstep: Class 33 contains 83107 members 
Mstep: Class 34 contains 9033 members 
Mstep: Class 35 contains 8383 members 
Mstep: Class 36 contains 459 members 
Mstep: Class 37 contains 8247 members 
Mstep: Class 38 contains 818 members 
Mstep: Class 39 contains 1135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235450992.000000 Penalty: 140280.062500
Iteration 196Q: 40 clusters Score -2.35451e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 10990 members 
Mstep: Class 3 contains 57355 members 
Mstep: Class 4 contains 9287 members 
Mstep: Class 5 contains 4061 members 
Mstep: Class 6 contains 16926 members 
Mstep: Class 7 contains 13246 members 
Mstep: Class 8 contains 127431 members 
Mstep: Class 9 contains 12625 members 
Mstep: Class 10 contains 202114 members 
Mstep: Class 11 contains 212162 members 
Mstep: Class 12 contains 12294 members 
Mstep: Class 13 contains 323753 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 41167 members 
Mstep: Class 16 contains 43429 members 
Mstep: Class 17 contains 17700 members 
Mstep: Class 18 contains 16452 members 
Mstep: Class 19 contains 6579 members 
Mstep: Class 20 contains 5663 members 
Mstep: Class 21 contains 40858 members 
Mstep: Class 22 contains 29138 members 
Mstep: Class 23 contains 176103 members 
Mstep: Class 24 contains 93436 members 
Mstep: Class 25 contains 8292 members 
Mstep: Class 26 contains 238288 members 
Mstep: Class 27 contains 30124 members 
Mstep: Class 28 contains 3978 members 
Mstep: Class 29 contains 5814 members 
Mstep: Class 30 contains 103953 members 
Mstep: Class 31 contains 9177 members 
Mstep: Class 32 contains 2898 members 
Mstep: Class 33 contains 83107 members 
Mstep: Class 34 contains 9035 members 
Mstep: Class 35 contains 8383 members 
Mstep: Class 36 contains 454 members 
Mstep: Class 37 contains 8249 members 
Mstep: Class 38 contains 817 members 
Mstep: Class 39 contains 1141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235450896.000000 Penalty: 140280.062500
Iteration 197Q: 40 clusters Score -2.354509e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 10986 members 
Mstep: Class 3 contains 57356 members 
Mstep: Class 4 contains 9287 members 
Mstep: Class 5 contains 4062 members 
Mstep: Class 6 contains 16926 members 
Mstep: Class 7 contains 13245 members 
Mstep: Class 8 contains 127427 members 
Mstep: Class 9 contains 12628 members 
Mstep: Class 10 contains 202116 members 
Mstep: Class 11 contains 212166 members 
Mstep: Class 12 contains 12293 members 
Mstep: Class 13 contains 323760 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 41169 members 
Mstep: Class 16 contains 43415 members 
Mstep: Class 17 contains 17688 members 
Mstep: Class 18 contains 16452 members 
Mstep: Class 19 contains 6577 members 
Mstep: Class 20 contains 5665 members 
Mstep: Class 21 contains 40866 members 
Mstep: Class 22 contains 29134 members 
Mstep: Class 23 contains 176103 members 
Mstep: Class 24 contains 93437 members 
Mstep: Class 25 contains 8292 members 
Mstep: Class 26 contains 238285 members 
Mstep: Class 27 contains 30129 members 
Mstep: Class 28 contains 3978 members 
Mstep: Class 29 contains 5815 members 
Mstep: Class 30 contains 103954 members 
Mstep: Class 31 contains 9200 members 
Mstep: Class 32 contains 2882 members 
Mstep: Class 33 contains 83103 members 
Mstep: Class 34 contains 9035 members 
Mstep: Class 35 contains 8386 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 8251 members 
Mstep: Class 38 contains 816 members 
Mstep: Class 39 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235451104.000000 Penalty: 140280.062500
Iteration 198Q: 40 clusters Score -2.354511e+08 nChanged 191
Entering ConstructFrom: 
Score: -235451104.000000 Penalty: 140280.062500
Entering ConstructFrom: 
Trying to split cluster 1 (3316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Entering Unmasked Estep 
Score: -373062.125000 Penalty: 2010.415649
	Iteration 0F: 2 clusters Score -373062.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -369597.593750 Penalty: 4020.831299
	Iteration 0F: 3 clusters Score -369597.6 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -370338.406250 Penalty: 4020.831299
	Iteration 1F: 3 clusters Score -370338.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -370537.937500 Penalty: 4020.831299
	Iteration 2F: 3 clusters Score -370537.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -370676.093750 Penalty: 4020.831299
	Iteration 3F: 3 clusters Score -370676.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -370767.656250 Penalty: 4020.831299
	Iteration 4Q: 3 clusters Score -370767.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -370845.812500 Penalty: 4020.831299
	Iteration 5Q: 3 clusters Score -370845.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -370934.906250 Penalty: 4020.831299
	Iteration 6Q: 3 clusters Score -370934.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -371028.500000 Penalty: 4020.831299
	Iteration 7Q: 3 clusters Score -371028.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -371101.687500 Penalty: 4020.831299
	Iteration 8Q: 3 clusters Score -371101.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -371158.093750 Penalty: 4020.831299
	Iteration 9Q: 3 clusters Score -371158.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -371203.281250 Penalty: 4020.831299
	Iteration 10Q: 3 clusters Score -371203.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -371242.718750 Penalty: 4020.831299
	Iteration 11Q: 3 clusters Score -371242.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -371277.906250 Penalty: 4020.831299
	Iteration 12Q: 3 clusters Score -371277.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -371298.937500 Penalty: 4020.831299
	Iteration 13Q: 3 clusters Score -371298.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -371314.031250 Penalty: 4020.831299
	Iteration 14Q: 3 clusters Score -371314 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -371329.375000 Penalty: 4020.831299
	Iteration 15Q: 3 clusters Score -371329.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -371338.656250 Penalty: 4020.831299
	Iteration 16Q: 3 clusters Score -371338.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -371347.937500 Penalty: 4020.831299
	Iteration 17Q: 3 clusters Score -371347.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -371358.375000 Penalty: 4020.831299
	Iteration 18Q: 3 clusters Score -371358.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -371368.687500 Penalty: 4020.831299
	Iteration 19Q: 3 clusters Score -371368.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -371380.906250 Penalty: 4020.831299
	Iteration 20F: 3 clusters Score -371380.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -371394.875000 Penalty: 4020.831299
	Iteration 21Q: 3 clusters Score -371394.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -371408.531250 Penalty: 4020.831299
	Iteration 22Q: 3 clusters Score -371408.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -371418.500000 Penalty: 4020.831299
	Iteration 23Q: 3 clusters Score -371418.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -371429.718750 Penalty: 4020.831299
	Iteration 24Q: 3 clusters Score -371429.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -371439.781250 Penalty: 4020.831299
	Iteration 25Q: 3 clusters Score -371439.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -371448.843750 Penalty: 4020.831299
	Iteration 26Q: 3 clusters Score -371448.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -371457.531250 Penalty: 4020.831299
	Iteration 27Q: 3 clusters Score -371457.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -371462.281250 Penalty: 4020.831299
	Iteration 28Q: 3 clusters Score -371462.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -371467.812500 Penalty: 4020.831299
	Iteration 29Q: 3 clusters Score -371467.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -371477.562500 Penalty: 4020.831299
	Iteration 30Q: 3 clusters Score -371477.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -371487.000000 Penalty: 4020.831299
	Iteration 31Q: 3 clusters Score -371487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -371492.156250 Penalty: 4020.831299
	Iteration 32Q: 3 clusters Score -371492.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -371496.687500 Penalty: 4020.831299
	Iteration 33Q: 3 clusters Score -371496.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -371499.000000 Penalty: 4020.831299
	Iteration 34Q: 3 clusters Score -371499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -371501.406250 Penalty: 4020.831299
	Iteration 35Q: 3 clusters Score -371501.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -371504.250000 Penalty: 4020.831299
	Iteration 36Q: 3 clusters Score -371504.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -371505.000000 Penalty: 4020.831299
	Iteration 37Q: 3 clusters Score -371505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -371506.250000 Penalty: 4020.831299
	Iteration 38Q: 3 clusters Score -371506.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -371510.312500 Penalty: 4020.831299
	Iteration 39Q: 3 clusters Score -371510.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -371514.562500 Penalty: 4020.831299
	Iteration 40F: 3 clusters Score -371514.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -371517.000000 Penalty: 4020.831299
	Iteration 41Q: 3 clusters Score -371517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -371519.250000 Penalty: 4020.831299
	Iteration 42Q: 3 clusters Score -371519.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -371521.875000 Penalty: 4020.831299
	Iteration 43Q: 3 clusters Score -371521.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -371525.218750 Penalty: 4020.831299
	Iteration 44Q: 3 clusters Score -371525.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -371529.250000 Penalty: 4020.831299
	Iteration 45Q: 3 clusters Score -371529.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -371533.125000 Penalty: 4020.831299
	Iteration 46Q: 3 clusters Score -371533.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -371534.968750 Penalty: 4020.831299
	Iteration 47Q: 3 clusters Score -371535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -371537.218750 Penalty: 4020.831299
	Iteration 48Q: 3 clusters Score -371537.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -371541.437500 Penalty: 4020.831299
	Iteration 49Q: 3 clusters Score -371541.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -371544.843750 Penalty: 4020.831299
	Iteration 50Q: 3 clusters Score -371544.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -371548.218750 Penalty: 4020.831299
	Iteration 51Q: 3 clusters Score -371548.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -371551.250000 Penalty: 4020.831299
	Iteration 52Q: 3 clusters Score -371551.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -371552.750000 Penalty: 4020.831299
	Iteration 53Q: 3 clusters Score -371552.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -371553.406250 Penalty: 4020.831299
	Iteration 54Q: 3 clusters Score -371553.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -371554.187500 Penalty: 4020.831299
	Iteration 55Q: 3 clusters Score -371554.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -371554.968750 Penalty: 4020.831299
	Iteration 56Q: 3 clusters Score -371555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -371556.531250 Penalty: 4020.831299
	Iteration 57Q: 3 clusters Score -371556.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -371558.906250 Penalty: 4020.831299
	Iteration 58Q: 3 clusters Score -371558.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -371559.937500 Penalty: 4020.831299
	Iteration 59Q: 3 clusters Score -371559.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -371560.687500 Penalty: 4020.831299
	Iteration 60F: 3 clusters Score -371560.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -371563.250000 Penalty: 4020.831299
	Iteration 61Q: 3 clusters Score -371563.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -371563.875000 Penalty: 4020.831299
	Iteration 62Q: 3 clusters Score -371563.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -371564.218750 Penalty: 4020.831299
	Iteration 63Q: 3 clusters Score -371564.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -371566.375000 Penalty: 4020.831299
	Iteration 64Q: 3 clusters Score -371566.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -371566.750000 Penalty: 4020.831299
	Iteration 65Q: 3 clusters Score -371566.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -371567.312500 Penalty: 4020.831299
	Iteration 66Q: 3 clusters Score -371567.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -371567.312500 Penalty: 4020.831299
	Iteration 67F: 3 clusters Score -371567.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Entering Unmasked Estep 
Score: -1281149.250000 Penalty: 2307.462891
	Iteration 0F: 2 clusters Score -1281149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1272878.250000 Penalty: 4614.925781
	Iteration 0F: 3 clusters Score -1272878 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1275582.000000 Penalty: 4614.925781
	Iteration 1F: 3 clusters Score -1275582 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1276158.875000 Penalty: 4614.925781
	Iteration 2F: 3 clusters Score -1276159 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1276756.250000 Penalty: 4614.925781
	Iteration 3F: 3 clusters Score -1276756 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1277406.375000 Penalty: 4614.925781
	Iteration 4F: 3 clusters Score -1277406 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1277977.375000 Penalty: 4614.925781
	Iteration 5F: 3 clusters Score -1277977 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1278404.125000 Penalty: 4614.925781
	Iteration 6F: 3 clusters Score -1278404 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1278683.125000 Penalty: 4614.925781
	Iteration 7Q: 3 clusters Score -1278683 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1278885.000000 Penalty: 4614.925781
	Iteration 8Q: 3 clusters Score -1278885 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1279005.750000 Penalty: 4614.925781
	Iteration 9Q: 3 clusters Score -1279006 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1279079.375000 Penalty: 4614.925781
	Iteration 10Q: 3 clusters Score -1279079 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1279124.000000 Penalty: 4614.925781
	Iteration 11Q: 3 clusters Score -1279124 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1279155.875000 Penalty: 4614.925781
	Iteration 12Q: 3 clusters Score -1279156 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1279172.625000 Penalty: 4614.925781
	Iteration 13Q: 3 clusters Score -1279173 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1279183.250000 Penalty: 4614.925781
	Iteration 14Q: 3 clusters Score -1279183 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1279191.375000 Penalty: 4614.925781
	Iteration 15Q: 3 clusters Score -1279191 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1279200.500000 Penalty: 4614.925781
	Iteration 16Q: 3 clusters Score -1279200 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1279204.875000 Penalty: 4614.925781
	Iteration 17Q: 3 clusters Score -1279205 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1279205.125000 Penalty: 4614.925781
	Iteration 18Q: 3 clusters Score -1279205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1279209.625000 Penalty: 4614.925781
	Iteration 19Q: 3 clusters Score -1279210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1279212.875000 Penalty: 4614.925781
	Iteration 20F: 3 clusters Score -1279213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1279213.625000 Penalty: 4614.925781
	Iteration 21Q: 3 clusters Score -1279214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1279215.250000 Penalty: 4614.925781
	Iteration 22Q: 3 clusters Score -1279215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1279215.375000 Penalty: 4614.925781
	Iteration 23Q: 3 clusters Score -1279215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1279215.375000 Penalty: 4614.925781
	Iteration 24Q: 3 clusters Score -1279215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1279215.125000 Penalty: 4614.925781
	Iteration 25Q: 3 clusters Score -1279215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1279215.000000 Penalty: 4614.925781
	Iteration 26Q: 3 clusters Score -1279215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1279213.375000 Penalty: 4614.925781
	Iteration 27Q: 3 clusters Score -1279213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1279213.500000 Penalty: 4614.925781
	Iteration 28Q: 3 clusters Score -1279214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1279213.625000 Penalty: 4614.925781
	Iteration 29Q: 3 clusters Score -1279214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1279214.750000 Penalty: 4614.925781
	Iteration 30Q: 3 clusters Score -1279215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1279214.750000 Penalty: 4614.925781
	Iteration 31F: 3 clusters Score -1279215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (57357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57357 members 
Entering Unmasked Estep 
Score: -7005166.000000 Penalty: 2717.348389
	Iteration 0F: 2 clusters Score -7005166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 28574 members 
Entering Unmasked Estep 
Score: -6966536.000000 Penalty: 5434.696777
	Iteration 0F: 3 clusters Score -6966536 nChanged 26620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29949 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -6981409.500000 Penalty: 5434.696777
	Iteration 1F: 3 clusters Score -6981410 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30799 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -6982144.000000 Penalty: 5434.696777
	Iteration 2Q: 3 clusters Score -6982144 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32106 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -6983021.500000 Penalty: 5434.696777
	Iteration 3Q: 3 clusters Score -6983022 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34035 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -6984165.000000 Penalty: 5434.696777
	Iteration 4Q: 3 clusters Score -6984165 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36681 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -6985910.500000 Penalty: 5434.696777
	Iteration 5F: 3 clusters Score -6985910 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40177 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -6988522.500000 Penalty: 5434.696777
	Iteration 6F: 3 clusters Score -6988522 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44114 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -6991826.500000 Penalty: 5434.696777
	Iteration 7F: 3 clusters Score -6991826 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47897 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -6995207.500000 Penalty: 5434.696777
	Iteration 8F: 3 clusters Score -6995208 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51056 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -6998044.000000 Penalty: 5434.696777
	Iteration 9F: 3 clusters Score -6998044 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53296 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -7000133.500000 Penalty: 5434.696777
	Iteration 10Q: 3 clusters Score -7000134 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54581 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -7001236.500000 Penalty: 5434.696777
	Iteration 11Q: 3 clusters Score -7001236 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55320 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -7001832.000000 Penalty: 5434.696777
	Iteration 12Q: 3 clusters Score -7001832 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55728 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -7002209.500000 Penalty: 5434.696777
	Iteration 13Q: 3 clusters Score -7002210 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55953 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -7002424.000000 Penalty: 5434.696777
	Iteration 14Q: 3 clusters Score -7002424 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56089 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -7002544.500000 Penalty: 5434.696777
	Iteration 15Q: 3 clusters Score -7002544 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56182 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -7002633.500000 Penalty: 5434.696777
	Iteration 16Q: 3 clusters Score -7002634 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56260 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -7002687.500000 Penalty: 5434.696777
	Iteration 17Q: 3 clusters Score -7002688 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56312 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -7002727.000000 Penalty: 5434.696777
	Iteration 18Q: 3 clusters Score -7002727 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56345 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -7002757.000000 Penalty: 5434.696777
	Iteration 19Q: 3 clusters Score -7002757 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56371 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -7002780.000000 Penalty: 5434.696777
	Iteration 20F: 3 clusters Score -7002780 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56394 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -7002800.500000 Penalty: 5434.696777
	Iteration 21Q: 3 clusters Score -7002800 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56411 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -7002808.000000 Penalty: 5434.696777
	Iteration 22Q: 3 clusters Score -7002808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56417 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -7002817.000000 Penalty: 5434.696777
	Iteration 23Q: 3 clusters Score -7002817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56422 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -7002814.500000 Penalty: 5434.696777
	Iteration 24Q: 3 clusters Score -7002814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56430 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -7002827.500000 Penalty: 5434.696777
	Iteration 25Q: 3 clusters Score -7002828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56439 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -7002830.000000 Penalty: 5434.696777
	Iteration 26Q: 3 clusters Score -7002830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56449 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -7002835.000000 Penalty: 5434.696777
	Iteration 27Q: 3 clusters Score -7002835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56456 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -7002836.500000 Penalty: 5434.696777
	Iteration 28Q: 3 clusters Score -7002836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56462 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -7002846.500000 Penalty: 5434.696777
	Iteration 29Q: 3 clusters Score -7002846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56467 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -7002855.000000 Penalty: 5434.696777
	Iteration 30Q: 3 clusters Score -7002855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56473 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -7002867.500000 Penalty: 5434.696777
	Iteration 31Q: 3 clusters Score -7002868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56483 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -7002875.500000 Penalty: 5434.696777
	Iteration 32Q: 3 clusters Score -7002876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56492 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -7002889.500000 Penalty: 5434.696777
	Iteration 33Q: 3 clusters Score -7002890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56502 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -7002894.500000 Penalty: 5434.696777
	Iteration 34Q: 3 clusters Score -7002894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56512 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -7002899.500000 Penalty: 5434.696777
	Iteration 35Q: 3 clusters Score -7002900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56526 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -7002911.000000 Penalty: 5434.696777
	Iteration 36Q: 3 clusters Score -7002911 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56544 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -7002917.000000 Penalty: 5434.696777
	Iteration 37Q: 3 clusters Score -7002917 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56558 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -7002925.500000 Penalty: 5434.696777
	Iteration 38Q: 3 clusters Score -7002926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56570 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -7002930.500000 Penalty: 5434.696777
	Iteration 39Q: 3 clusters Score -7002930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56584 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -7002938.500000 Penalty: 5434.696777
	Iteration 40F: 3 clusters Score -7002938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56593 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -7002943.500000 Penalty: 5434.696777
	Iteration 41Q: 3 clusters Score -7002944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56599 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -7002944.500000 Penalty: 5434.696777
	Iteration 42Q: 3 clusters Score -7002944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56599 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -7002957.500000 Penalty: 5434.696777
	Iteration 43Q: 3 clusters Score -7002958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56605 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -7002955.500000 Penalty: 5434.696777
	Iteration 44Q: 3 clusters Score -7002956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56607 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -7002960.500000 Penalty: 5434.696777
	Iteration 45Q: 3 clusters Score -7002960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56607 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -7002962.500000 Penalty: 5434.696777
	Iteration 46Q: 3 clusters Score -7002962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56608 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -7002961.000000 Penalty: 5434.696777
	Iteration 47Q: 3 clusters Score -7002961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56609 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -7002965.000000 Penalty: 5434.696777
	Iteration 48Q: 3 clusters Score -7002965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56610 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -7002964.500000 Penalty: 5434.696777
	Iteration 49Q: 3 clusters Score -7002964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56610 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -7002964.500000 Penalty: 5434.696777
	Iteration 50F: 3 clusters Score -7002964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Entering Unmasked Estep 
Score: -1109888.875000 Penalty: 2265.793213
	Iteration 0F: 2 clusters Score -1109889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1102663.000000 Penalty: 4531.586426
	Iteration 0F: 3 clusters Score -1102663 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1104757.250000 Penalty: 4531.586426
	Iteration 1F: 3 clusters Score -1104757 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1105158.750000 Penalty: 4531.586426
	Iteration 2F: 3 clusters Score -1105159 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1105736.375000 Penalty: 4531.586426
	Iteration 3F: 3 clusters Score -1105736 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1106640.875000 Penalty: 4531.586426
	Iteration 4F: 3 clusters Score -1106641 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1107750.125000 Penalty: 4531.586426
	Iteration 5F: 3 clusters Score -1107750 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1108580.250000 Penalty: 4531.586426
	Iteration 6F: 3 clusters Score -1108580 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1109061.125000 Penalty: 4531.586426
	Iteration 7F: 3 clusters Score -1109061 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1109247.625000 Penalty: 4531.586426
	Iteration 8Q: 3 clusters Score -1109248 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1109322.500000 Penalty: 4531.586426
	Iteration 9Q: 3 clusters Score -1109322 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1109353.750000 Penalty: 4531.586426
	Iteration 10Q: 3 clusters Score -1109354 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1109371.750000 Penalty: 4531.586426
	Iteration 11Q: 3 clusters Score -1109372 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1109382.375000 Penalty: 4531.586426
	Iteration 12Q: 3 clusters Score -1109382 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1109390.375000 Penalty: 4531.586426
	Iteration 13Q: 3 clusters Score -1109390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1109393.250000 Penalty: 4531.586426
	Iteration 14Q: 3 clusters Score -1109393 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1109397.625000 Penalty: 4531.586426
	Iteration 15Q: 3 clusters Score -1109398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1109401.875000 Penalty: 4531.586426
	Iteration 16Q: 3 clusters Score -1109402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1109404.250000 Penalty: 4531.586426
	Iteration 17Q: 3 clusters Score -1109404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1109409.000000 Penalty: 4531.586426
	Iteration 18Q: 3 clusters Score -1109409 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1109407.875000 Penalty: 4531.586426
	Iteration 19Q: 3 clusters Score -1109408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1109415.625000 Penalty: 4531.586426
	Iteration 20F: 3 clusters Score -1109416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1109419.375000 Penalty: 4531.586426
	Iteration 21Q: 3 clusters Score -1109419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1109419.625000 Penalty: 4531.586426
	Iteration 22Q: 3 clusters Score -1109420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1109420.375000 Penalty: 4531.586426
	Iteration 23Q: 3 clusters Score -1109420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1109421.000000 Penalty: 4531.586426
	Iteration 24Q: 3 clusters Score -1109421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1109424.000000 Penalty: 4531.586426
	Iteration 25Q: 3 clusters Score -1109424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1109425.375000 Penalty: 4531.586426
	Iteration 26Q: 3 clusters Score -1109425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1109425.125000 Penalty: 4531.586426
	Iteration 27Q: 3 clusters Score -1109425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1109425.500000 Penalty: 4531.586426
	Iteration 28Q: 3 clusters Score -1109426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1109425.500000 Penalty: 4531.586426
	Iteration 29F: 3 clusters Score -1109426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Entering Unmasked Estep 
Score: -454987.968750 Penalty: 2060.799805
	Iteration 0F: 2 clusters Score -454988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -451103.218750 Penalty: 4121.599609
	Iteration 0F: 3 clusters Score -451103.2 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -452000.406250 Penalty: 4121.599609
	Iteration 1F: 3 clusters Score -452000.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -452175.250000 Penalty: 4121.599609
	Iteration 2F: 3 clusters Score -452175.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -452300.125000 Penalty: 4121.599609
	Iteration 3Q: 3 clusters Score -452300.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -452401.218750 Penalty: 4121.599609
	Iteration 4Q: 3 clusters Score -452401.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -452501.218750 Penalty: 4121.599609
	Iteration 5Q: 3 clusters Score -452501.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -452604.937500 Penalty: 4121.599609
	Iteration 6Q: 3 clusters Score -452604.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -452745.250000 Penalty: 4121.599609
	Iteration 7Q: 3 clusters Score -452745.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -452932.000000 Penalty: 4121.599609
	Iteration 8Q: 3 clusters Score -452932 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -453162.468750 Penalty: 4121.599609
	Iteration 9Q: 3 clusters Score -453162.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -453465.625000 Penalty: 4121.599609
	Iteration 10F: 3 clusters Score -453465.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -453866.281250 Penalty: 4121.599609
	Iteration 11F: 3 clusters Score -453866.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -454302.500000 Penalty: 4121.599609
	Iteration 12F: 3 clusters Score -454302.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -454490.062500 Penalty: 4121.599609
	Iteration 13Q: 3 clusters Score -454490.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -454571.093750 Penalty: 4121.599609
	Iteration 14Q: 3 clusters Score -454571.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -454615.968750 Penalty: 4121.599609
	Iteration 15Q: 3 clusters Score -454616 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -454635.593750 Penalty: 4121.599609
	Iteration 16Q: 3 clusters Score -454635.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -454652.312500 Penalty: 4121.599609
	Iteration 17Q: 3 clusters Score -454652.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -454664.093750 Penalty: 4121.599609
	Iteration 18Q: 3 clusters Score -454664.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -454672.937500 Penalty: 4121.599609
	Iteration 19Q: 3 clusters Score -454672.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -454678.187500 Penalty: 4121.599609
	Iteration 20F: 3 clusters Score -454678.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -454682.625000 Penalty: 4121.599609
	Iteration 21Q: 3 clusters Score -454682.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -454687.343750 Penalty: 4121.599609
	Iteration 22Q: 3 clusters Score -454687.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -454691.281250 Penalty: 4121.599609
	Iteration 23Q: 3 clusters Score -454691.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -454693.156250 Penalty: 4121.599609
	Iteration 24Q: 3 clusters Score -454693.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -454694.375000 Penalty: 4121.599609
	Iteration 25Q: 3 clusters Score -454694.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -454695.468750 Penalty: 4121.599609
	Iteration 26Q: 3 clusters Score -454695.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -454696.343750 Penalty: 4121.599609
	Iteration 27Q: 3 clusters Score -454696.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -454696.781250 Penalty: 4121.599609
	Iteration 28Q: 3 clusters Score -454696.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -454697.375000 Penalty: 4121.599609
	Iteration 29Q: 3 clusters Score -454697.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -454697.625000 Penalty: 4121.599609
	Iteration 30Q: 3 clusters Score -454697.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -454698.250000 Penalty: 4121.599609
	Iteration 31Q: 3 clusters Score -454698.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -454700.156250 Penalty: 4121.599609
	Iteration 32Q: 3 clusters Score -454700.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -454701.750000 Penalty: 4121.599609
	Iteration 33Q: 3 clusters Score -454701.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -454701.625000 Penalty: 4121.599609
	Iteration 34Q: 3 clusters Score -454701.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -454701.625000 Penalty: 4121.599609
	Iteration 35F: 3 clusters Score -454701.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Entering Unmasked Estep 
Score: -2015478.625000 Penalty: 2414.722168
	Iteration 0F: 2 clusters Score -2015479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -2003291.750000 Penalty: 4829.444336
	Iteration 0F: 3 clusters Score -2003292 nChanged 7411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -2007237.250000 Penalty: 4829.444336
	Iteration 1F: 3 clusters Score -2007237 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -2007723.500000 Penalty: 4829.444336
	Iteration 2F: 3 clusters Score -2007724 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -2008220.000000 Penalty: 4829.444336
	Iteration 3F: 3 clusters Score -2008220 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -2008753.375000 Penalty: 4829.444336
	Iteration 4F: 3 clusters Score -2008753 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -2009340.625000 Penalty: 4829.444336
	Iteration 5F: 3 clusters Score -2009341 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -2009965.875000 Penalty: 4829.444336
	Iteration 6F: 3 clusters Score -2009966 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -2010508.500000 Penalty: 4829.444336
	Iteration 7F: 3 clusters Score -2010508 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -2010920.750000 Penalty: 4829.444336
	Iteration 8Q: 3 clusters Score -2010921 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -2011234.000000 Penalty: 4829.444336
	Iteration 9Q: 3 clusters Score -2011234 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -2011468.000000 Penalty: 4829.444336
	Iteration 10Q: 3 clusters Score -2011468 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -2011636.625000 Penalty: 4829.444336
	Iteration 11Q: 3 clusters Score -2011637 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -2011782.500000 Penalty: 4829.444336
	Iteration 12Q: 3 clusters Score -2011782 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -2011921.250000 Penalty: 4829.444336
	Iteration 13Q: 3 clusters Score -2011921 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -2012051.125000 Penalty: 4829.444336
	Iteration 14Q: 3 clusters Score -2012051 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -2012195.375000 Penalty: 4829.444336
	Iteration 15Q: 3 clusters Score -2012195 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -2012383.750000 Penalty: 4829.444336
	Iteration 16Q: 3 clusters Score -2012384 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -2012623.625000 Penalty: 4829.444336
	Iteration 17Q: 3 clusters Score -2012624 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -2012925.875000 Penalty: 4829.444336
	Iteration 18Q: 3 clusters Score -2012926 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -2013349.250000 Penalty: 4829.444336
	Iteration 19Q: 3 clusters Score -2013349 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -2013748.750000 Penalty: 4829.444336
	Iteration 20F: 3 clusters Score -2013749 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -2013978.250000 Penalty: 4829.444336
	Iteration 21Q: 3 clusters Score -2013978 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -2014095.250000 Penalty: 4829.444336
	Iteration 22Q: 3 clusters Score -2014095 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -2014165.000000 Penalty: 4829.444336
	Iteration 23Q: 3 clusters Score -2014165 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -2014205.625000 Penalty: 4829.444336
	Iteration 24Q: 3 clusters Score -2014206 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -2014225.500000 Penalty: 4829.444336
	Iteration 25Q: 3 clusters Score -2014226 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -2014241.750000 Penalty: 4829.444336
	Iteration 26Q: 3 clusters Score -2014242 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -2014248.750000 Penalty: 4829.444336
	Iteration 27Q: 3 clusters Score -2014249 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -2014252.625000 Penalty: 4829.444336
	Iteration 28Q: 3 clusters Score -2014253 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -2014259.500000 Penalty: 4829.444336
	Iteration 29Q: 3 clusters Score -2014260 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -2014269.125000 Penalty: 4829.444336
	Iteration 30Q: 3 clusters Score -2014269 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -2014266.875000 Penalty: 4829.444336
	Iteration 31Q: 3 clusters Score -2014267 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -2014268.375000 Penalty: 4829.444336
	Iteration 32Q: 3 clusters Score -2014268 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -2014272.375000 Penalty: 4829.444336
	Iteration 33Q: 3 clusters Score -2014272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -2014271.125000 Penalty: 4829.444336
	Iteration 34Q: 3 clusters Score -2014271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -2014268.000000 Penalty: 4829.444336
	Iteration 35Q: 3 clusters Score -2014268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -2014271.750000 Penalty: 4829.444336
	Iteration 36Q: 3 clusters Score -2014272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -2014273.750000 Penalty: 4829.444336
	Iteration 37Q: 3 clusters Score -2014274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -2014273.000000 Penalty: 4829.444336
	Iteration 38Q: 3 clusters Score -2014273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -2014272.625000 Penalty: 4829.444336
	Iteration 39Q: 3 clusters Score -2014273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -2014272.625000 Penalty: 4829.444336
	Iteration 40F: 3 clusters Score -2014273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Entering Unmasked Estep 
Score: -1568092.375000 Penalty: 2353.879883
	Iteration 0F: 2 clusters Score -1568092 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 6529 members 
Entering Unmasked Estep 
Score: -1558341.375000 Penalty: 4707.759766
	Iteration 0F: 3 clusters Score -1558341 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1561437.125000 Penalty: 4707.759766
	Iteration 1F: 3 clusters Score -1561437 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1561986.125000 Penalty: 4707.759766
	Iteration 2F: 3 clusters Score -1561986 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1562634.250000 Penalty: 4707.759766
	Iteration 3F: 3 clusters Score -1562634 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1563368.375000 Penalty: 4707.759766
	Iteration 4F: 3 clusters Score -1563368 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1564063.250000 Penalty: 4707.759766
	Iteration 5F: 3 clusters Score -1564063 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1564629.875000 Penalty: 4707.759766
	Iteration 6F: 3 clusters Score -1564630 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1565036.875000 Penalty: 4707.759766
	Iteration 7Q: 3 clusters Score -1565037 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1565253.875000 Penalty: 4707.759766
	Iteration 8Q: 3 clusters Score -1565254 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1565393.125000 Penalty: 4707.759766
	Iteration 9Q: 3 clusters Score -1565393 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1565492.250000 Penalty: 4707.759766
	Iteration 10Q: 3 clusters Score -1565492 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1565579.625000 Penalty: 4707.759766
	Iteration 11Q: 3 clusters Score -1565580 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1565648.250000 Penalty: 4707.759766
	Iteration 12Q: 3 clusters Score -1565648 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1565701.500000 Penalty: 4707.759766
	Iteration 13Q: 3 clusters Score -1565702 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1565762.125000 Penalty: 4707.759766
	Iteration 14Q: 3 clusters Score -1565762 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1565824.875000 Penalty: 4707.759766
	Iteration 15Q: 3 clusters Score -1565825 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1565879.250000 Penalty: 4707.759766
	Iteration 16Q: 3 clusters Score -1565879 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1565940.500000 Penalty: 4707.759766
	Iteration 17Q: 3 clusters Score -1565940 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1565987.375000 Penalty: 4707.759766
	Iteration 18Q: 3 clusters Score -1565987 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1566022.500000 Penalty: 4707.759766
	Iteration 19Q: 3 clusters Score -1566022 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1566049.750000 Penalty: 4707.759766
	Iteration 20F: 3 clusters Score -1566050 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1566069.750000 Penalty: 4707.759766
	Iteration 21Q: 3 clusters Score -1566070 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1566084.250000 Penalty: 4707.759766
	Iteration 22Q: 3 clusters Score -1566084 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1566095.125000 Penalty: 4707.759766
	Iteration 23Q: 3 clusters Score -1566095 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1566109.625000 Penalty: 4707.759766
	Iteration 24Q: 3 clusters Score -1566110 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1566123.000000 Penalty: 4707.759766
	Iteration 25Q: 3 clusters Score -1566123 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1566133.375000 Penalty: 4707.759766
	Iteration 26Q: 3 clusters Score -1566133 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1566136.750000 Penalty: 4707.759766
	Iteration 27Q: 3 clusters Score -1566137 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1566142.125000 Penalty: 4707.759766
	Iteration 28Q: 3 clusters Score -1566142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1566151.500000 Penalty: 4707.759766
	Iteration 29Q: 3 clusters Score -1566152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1566152.875000 Penalty: 4707.759766
	Iteration 30Q: 3 clusters Score -1566153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1566157.625000 Penalty: 4707.759766
	Iteration 31Q: 3 clusters Score -1566158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1566165.875000 Penalty: 4707.759766
	Iteration 32Q: 3 clusters Score -1566166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1566163.875000 Penalty: 4707.759766
	Iteration 33Q: 3 clusters Score -1566164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1566165.500000 Penalty: 4707.759766
	Iteration 34Q: 3 clusters Score -1566166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1566167.500000 Penalty: 4707.759766
	Iteration 35Q: 3 clusters Score -1566168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1566170.375000 Penalty: 4707.759766
	Iteration 36Q: 3 clusters Score -1566170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1566171.375000 Penalty: 4707.759766
	Iteration 37Q: 3 clusters Score -1566171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1566174.250000 Penalty: 4707.759766
	Iteration 38Q: 3 clusters Score -1566174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1566173.000000 Penalty: 4707.759766
	Iteration 39Q: 3 clusters Score -1566173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1566173.125000 Penalty: 4707.759766
	Iteration 40F: 3 clusters Score -1566173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1566178.250000 Penalty: 4707.759766
	Iteration 41Q: 3 clusters Score -1566178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1566175.750000 Penalty: 4707.759766
	Iteration 42Q: 3 clusters Score -1566176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1566177.000000 Penalty: 4707.759766
	Iteration 43Q: 3 clusters Score -1566177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1566184.750000 Penalty: 4707.759766
	Iteration 44Q: 3 clusters Score -1566185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1566183.125000 Penalty: 4707.759766
	Iteration 45Q: 3 clusters Score -1566183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1566188.125000 Penalty: 4707.759766
	Iteration 46Q: 3 clusters Score -1566188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1566189.375000 Penalty: 4707.759766
	Iteration 47Q: 3 clusters Score -1566189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1566192.125000 Penalty: 4707.759766
	Iteration 48Q: 3 clusters Score -1566192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1566194.500000 Penalty: 4707.759766
	Iteration 49Q: 3 clusters Score -1566194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1566195.375000 Penalty: 4707.759766
	Iteration 50Q: 3 clusters Score -1566195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1566193.250000 Penalty: 4707.759766
	Iteration 51Q: 3 clusters Score -1566193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1566193.250000 Penalty: 4707.759766
	Iteration 52F: 3 clusters Score -1566193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (127425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127425 members 
Entering Unmasked Estep 
Score: -15516720.000000 Penalty: 2915.310303
	Iteration 0F: 2 clusters Score -1.551672e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63678 members 
Mstep: Class 2 contains 63747 members 
Entering Unmasked Estep 
Score: -15431312.000000 Penalty: 5830.620605
	Iteration 0F: 3 clusters Score -1.543131e+07 nChanged 60675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63279 members 
Mstep: Class 2 contains 64146 members 
Entering Unmasked Estep 
Score: -15466008.000000 Penalty: 5830.620605
	Iteration 1F: 3 clusters Score -1.546601e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62727 members 
Mstep: Class 2 contains 64698 members 
Entering Unmasked Estep 
Score: -15467148.000000 Penalty: 5830.620605
	Iteration 2Q: 3 clusters Score -1.546715e+07 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61613 members 
Mstep: Class 2 contains 65812 members 
Entering Unmasked Estep 
Score: -15468495.000000 Penalty: 5830.620605
	Iteration 3Q: 3 clusters Score -1.54685e+07 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59815 members 
Mstep: Class 2 contains 67610 members 
Entering Unmasked Estep 
Score: -15470332.000000 Penalty: 5830.620605
	Iteration 4Q: 3 clusters Score -1.547033e+07 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56917 members 
Mstep: Class 2 contains 70508 members 
Entering Unmasked Estep 
Score: -15473056.000000 Penalty: 5830.620605
	Iteration 5Q: 3 clusters Score -1.547306e+07 nChanged 7298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52767 members 
Mstep: Class 2 contains 74658 members 
Entering Unmasked Estep 
Score: -15476737.000000 Penalty: 5830.620605
	Iteration 6F: 3 clusters Score -1.547674e+07 nChanged 8185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47426 members 
Mstep: Class 2 contains 79999 members 
Entering Unmasked Estep 
Score: -15481600.000000 Penalty: 5830.620605
	Iteration 7F: 3 clusters Score -1.54816e+07 nChanged 8312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41604 members 
Mstep: Class 2 contains 85821 members 
Entering Unmasked Estep 
Score: -15487625.000000 Penalty: 5830.620605
	Iteration 8F: 3 clusters Score -1.548762e+07 nChanged 7650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36104 members 
Mstep: Class 2 contains 91321 members 
Entering Unmasked Estep 
Score: -15493877.000000 Penalty: 5830.620605
	Iteration 9F: 3 clusters Score -1.549388e+07 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31753 members 
Mstep: Class 2 contains 95672 members 
Entering Unmasked Estep 
Score: -15499374.000000 Penalty: 5830.620605
	Iteration 10Q: 3 clusters Score -1.549937e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28641 members 
Mstep: Class 2 contains 98784 members 
Entering Unmasked Estep 
Score: -15502874.000000 Penalty: 5830.620605
	Iteration 11Q: 3 clusters Score -1.550287e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 101131 members 
Entering Unmasked Estep 
Score: -15504428.000000 Penalty: 5830.620605
	Iteration 12Q: 3 clusters Score -1.550443e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 103271 members 
Entering Unmasked Estep 
Score: -15505521.000000 Penalty: 5830.620605
	Iteration 13Q: 3 clusters Score -1.550552e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 105217 members 
Entering Unmasked Estep 
Score: -15506514.000000 Penalty: 5830.620605
	Iteration 14Q: 3 clusters Score -1.550651e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 107084 members 
Entering Unmasked Estep 
Score: -15507277.000000 Penalty: 5830.620605
	Iteration 15Q: 3 clusters Score -1.550728e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 108853 members 
Entering Unmasked Estep 
Score: -15508041.000000 Penalty: 5830.620605
	Iteration 16Q: 3 clusters Score -1.550804e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 110441 members 
Entering Unmasked Estep 
Score: -15508662.000000 Penalty: 5830.620605
	Iteration 17Q: 3 clusters Score -1.550866e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 111899 members 
Entering Unmasked Estep 
Score: -15509207.000000 Penalty: 5830.620605
	Iteration 18Q: 3 clusters Score -1.550921e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 113284 members 
Entering Unmasked Estep 
Score: -15509817.000000 Penalty: 5830.620605
	Iteration 19Q: 3 clusters Score -1.550982e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 114547 members 
Entering Unmasked Estep 
Score: -15510309.000000 Penalty: 5830.620605
	Iteration 20F: 3 clusters Score -1.551031e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 115670 members 
Entering Unmasked Estep 
Score: -15510741.000000 Penalty: 5830.620605
	Iteration 21Q: 3 clusters Score -1.551074e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 116699 members 
Entering Unmasked Estep 
Score: -15511147.000000 Penalty: 5830.620605
	Iteration 22Q: 3 clusters Score -1.551115e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 117627 members 
Entering Unmasked Estep 
Score: -15511393.000000 Penalty: 5830.620605
	Iteration 23Q: 3 clusters Score -1.551139e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 118488 members 
Entering Unmasked Estep 
Score: -15511888.000000 Penalty: 5830.620605
	Iteration 24Q: 3 clusters Score -1.551189e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 119278 members 
Entering Unmasked Estep 
Score: -15512127.000000 Penalty: 5830.620605
	Iteration 25Q: 3 clusters Score -1.551213e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 119984 members 
Entering Unmasked Estep 
Score: -15512389.000000 Penalty: 5830.620605
	Iteration 26Q: 3 clusters Score -1.551239e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 120613 members 
Entering Unmasked Estep 
Score: -15512620.000000 Penalty: 5830.620605
	Iteration 27Q: 3 clusters Score -1.551262e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 121182 members 
Entering Unmasked Estep 
Score: -15512812.000000 Penalty: 5830.620605
	Iteration 28Q: 3 clusters Score -1.551281e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 121669 members 
Entering Unmasked Estep 
Score: -15512988.000000 Penalty: 5830.620605
	Iteration 29Q: 3 clusters Score -1.551299e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 122128 members 
Entering Unmasked Estep 
Score: -15513168.000000 Penalty: 5830.620605
	Iteration 30Q: 3 clusters Score -1.551317e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 122525 members 
Entering Unmasked Estep 
Score: -15513254.000000 Penalty: 5830.620605
	Iteration 31Q: 3 clusters Score -1.551325e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 122833 members 
Entering Unmasked Estep 
Score: -15513375.000000 Penalty: 5830.620605
	Iteration 32Q: 3 clusters Score -1.551338e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 123124 members 
Entering Unmasked Estep 
Score: -15513447.000000 Penalty: 5830.620605
	Iteration 33Q: 3 clusters Score -1.551345e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 123394 members 
Entering Unmasked Estep 
Score: -15513525.000000 Penalty: 5830.620605
	Iteration 34Q: 3 clusters Score -1.551352e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 123643 members 
Entering Unmasked Estep 
Score: -15513614.000000 Penalty: 5830.620605
	Iteration 35Q: 3 clusters Score -1.551361e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 123878 members 
Entering Unmasked Estep 
Score: -15513726.000000 Penalty: 5830.620605
	Iteration 36Q: 3 clusters Score -1.551373e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 124078 members 
Entering Unmasked Estep 
Score: -15513845.000000 Penalty: 5830.620605
	Iteration 37Q: 3 clusters Score -1.551384e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 124256 members 
Entering Unmasked Estep 
Score: -15513911.000000 Penalty: 5830.620605
	Iteration 38Q: 3 clusters Score -1.551391e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 124414 members 
Entering Unmasked Estep 
Score: -15513997.000000 Penalty: 5830.620605
	Iteration 39Q: 3 clusters Score -1.5514e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 124559 members 
Entering Unmasked Estep 
Score: -15514034.000000 Penalty: 5830.620605
	Iteration 40F: 3 clusters Score -1.551403e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 124686 members 
Entering Unmasked Estep 
Score: -15514064.000000 Penalty: 5830.620605
	Iteration 41Q: 3 clusters Score -1.551406e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 124810 members 
Entering Unmasked Estep 
Score: -15514126.000000 Penalty: 5830.620605
	Iteration 42Q: 3 clusters Score -1.551413e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 124935 members 
Entering Unmasked Estep 
Score: -15514122.000000 Penalty: 5830.620605
	Iteration 43Q: 3 clusters Score -1.551412e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 125056 members 
Entering Unmasked Estep 
Score: -15514133.000000 Penalty: 5830.620605
	Iteration 44Q: 3 clusters Score -1.551413e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 125162 members 
Entering Unmasked Estep 
Score: -15514158.000000 Penalty: 5830.620605
	Iteration 45Q: 3 clusters Score -1.551416e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 125249 members 
Entering Unmasked Estep 
Score: -15514160.000000 Penalty: 5830.620605
	Iteration 46Q: 3 clusters Score -1.551416e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 125314 members 
Entering Unmasked Estep 
Score: -15514185.000000 Penalty: 5830.620605
	Iteration 47Q: 3 clusters Score -1.551418e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 125375 members 
Entering Unmasked Estep 
Score: -15514209.000000 Penalty: 5830.620605
	Iteration 48Q: 3 clusters Score -1.551421e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 125438 members 
Entering Unmasked Estep 
Score: -15514221.000000 Penalty: 5830.620605
	Iteration 49Q: 3 clusters Score -1.551422e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 125502 members 
Entering Unmasked Estep 
Score: -15514249.000000 Penalty: 5830.620605
	Iteration 50Q: 3 clusters Score -1.551425e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 125559 members 
Entering Unmasked Estep 
Score: -15514284.000000 Penalty: 5830.620605
	Iteration 51Q: 3 clusters Score -1.551428e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 125605 members 
Entering Unmasked Estep 
Score: -15514307.000000 Penalty: 5830.620605
	Iteration 52Q: 3 clusters Score -1.551431e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 125644 members 
Entering Unmasked Estep 
Score: -15514335.000000 Penalty: 5830.620605
	Iteration 53Q: 3 clusters Score -1.551434e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 125682 members 
Entering Unmasked Estep 
Score: -15514328.000000 Penalty: 5830.620605
	Iteration 54Q: 3 clusters Score -1.551433e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 125708 members 
Entering Unmasked Estep 
Score: -15514344.000000 Penalty: 5830.620605
	Iteration 55Q: 3 clusters Score -1.551434e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 125733 members 
Entering Unmasked Estep 
Score: -15514367.000000 Penalty: 5830.620605
	Iteration 56Q: 3 clusters Score -1.551437e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 125760 members 
Entering Unmasked Estep 
Score: -15514349.000000 Penalty: 5830.620605
	Iteration 57Q: 3 clusters Score -1.551435e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 125790 members 
Entering Unmasked Estep 
Score: -15514365.000000 Penalty: 5830.620605
	Iteration 58Q: 3 clusters Score -1.551436e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 125816 members 
Entering Unmasked Estep 
Score: -15514378.000000 Penalty: 5830.620605
	Iteration 59Q: 3 clusters Score -1.551438e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 125828 members 
Entering Unmasked Estep 
Score: -15514380.000000 Penalty: 5830.620605
	Iteration 60F: 3 clusters Score -1.551438e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 125839 members 
Entering Unmasked Estep 
Score: -15514383.000000 Penalty: 5830.620605
	Iteration 61Q: 3 clusters Score -1.551438e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 125846 members 
Entering Unmasked Estep 
Score: -15514375.000000 Penalty: 5830.620605
	Iteration 62Q: 3 clusters Score -1.551438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 125850 members 
Entering Unmasked Estep 
Score: -15514380.000000 Penalty: 5830.620605
	Iteration 63Q: 3 clusters Score -1.551438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 125854 members 
Entering Unmasked Estep 
Score: -15514371.000000 Penalty: 5830.620605
	Iteration 64Q: 3 clusters Score -1.551437e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 125857 members 
Entering Unmasked Estep 
Score: -15514375.000000 Penalty: 5830.620605
	Iteration 65Q: 3 clusters Score -1.551438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 125863 members 
Entering Unmasked Estep 
Score: -15514364.000000 Penalty: 5830.620605
	Iteration 66Q: 3 clusters Score -1.551436e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 125870 members 
Entering Unmasked Estep 
Score: -15514364.000000 Penalty: 5830.620605
	Iteration 67Q: 3 clusters Score -1.551436e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 125875 members 
Entering Unmasked Estep 
Score: -15514368.000000 Penalty: 5830.620605
	Iteration 68Q: 3 clusters Score -1.551437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 125877 members 
Entering Unmasked Estep 
Score: -15514389.000000 Penalty: 5830.620605
	Iteration 69Q: 3 clusters Score -1.551439e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 125881 members 
Entering Unmasked Estep 
Score: -15514387.000000 Penalty: 5830.620605
	Iteration 70Q: 3 clusters Score -1.551439e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 125885 members 
Entering Unmasked Estep 
Score: -15514386.000000 Penalty: 5830.620605
	Iteration 71Q: 3 clusters Score -1.551439e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 125891 members 
Entering Unmasked Estep 
Score: -15514382.000000 Penalty: 5830.620605
	Iteration 72Q: 3 clusters Score -1.551438e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 125892 members 
Entering Unmasked Estep 
Score: -15514380.000000 Penalty: 5830.620605
	Iteration 73Q: 3 clusters Score -1.551438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 125894 members 
Entering Unmasked Estep 
Score: -15514377.000000 Penalty: 5830.620605
	Iteration 74Q: 3 clusters Score -1.551438e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 125895 members 
Entering Unmasked Estep 
Score: -15514379.000000 Penalty: 5830.620605
	Iteration 75Q: 3 clusters Score -1.551438e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 125895 members 
Entering Unmasked Estep 
Score: -15514379.000000 Penalty: 5830.620605
	Iteration 76F: 3 clusters Score -1.551438e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Entering Unmasked Estep 
Score: -1525574.000000 Penalty: 2342.050293
	Iteration 0F: 2 clusters Score -1525574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1516303.875000 Penalty: 4684.100586
	Iteration 0F: 3 clusters Score -1516304 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1519203.875000 Penalty: 4684.100586
	Iteration 1F: 3 clusters Score -1519204 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1519773.375000 Penalty: 4684.100586
	Iteration 2F: 3 clusters Score -1519773 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1520380.750000 Penalty: 4684.100586
	Iteration 3F: 3 clusters Score -1520381 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1521083.250000 Penalty: 4684.100586
	Iteration 4F: 3 clusters Score -1521083 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1521770.250000 Penalty: 4684.100586
	Iteration 5F: 3 clusters Score -1521770 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1522324.000000 Penalty: 4684.100586
	Iteration 6F: 3 clusters Score -1522324 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1522693.375000 Penalty: 4684.100586
	Iteration 7Q: 3 clusters Score -1522693 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1522921.500000 Penalty: 4684.100586
	Iteration 8Q: 3 clusters Score -1522922 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1523070.625000 Penalty: 4684.100586
	Iteration 9Q: 3 clusters Score -1523071 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1523167.000000 Penalty: 4684.100586
	Iteration 10Q: 3 clusters Score -1523167 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1523232.375000 Penalty: 4684.100586
	Iteration 11Q: 3 clusters Score -1523232 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1523283.750000 Penalty: 4684.100586
	Iteration 12Q: 3 clusters Score -1523284 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1523326.500000 Penalty: 4684.100586
	Iteration 13Q: 3 clusters Score -1523326 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1523375.500000 Penalty: 4684.100586
	Iteration 14Q: 3 clusters Score -1523376 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1523413.375000 Penalty: 4684.100586
	Iteration 15Q: 3 clusters Score -1523413 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1523445.875000 Penalty: 4684.100586
	Iteration 16Q: 3 clusters Score -1523446 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1523472.375000 Penalty: 4684.100586
	Iteration 17Q: 3 clusters Score -1523472 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1523501.375000 Penalty: 4684.100586
	Iteration 18Q: 3 clusters Score -1523501 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1523532.875000 Penalty: 4684.100586
	Iteration 19Q: 3 clusters Score -1523533 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1523561.500000 Penalty: 4684.100586
	Iteration 20F: 3 clusters Score -1523562 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1523587.625000 Penalty: 4684.100586
	Iteration 21Q: 3 clusters Score -1523588 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1523611.625000 Penalty: 4684.100586
	Iteration 22Q: 3 clusters Score -1523612 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1523635.625000 Penalty: 4684.100586
	Iteration 23Q: 3 clusters Score -1523636 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1523647.375000 Penalty: 4684.100586
	Iteration 24Q: 3 clusters Score -1523647 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1523664.250000 Penalty: 4684.100586
	Iteration 25Q: 3 clusters Score -1523664 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1523683.750000 Penalty: 4684.100586
	Iteration 26Q: 3 clusters Score -1523684 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1523698.500000 Penalty: 4684.100586
	Iteration 27Q: 3 clusters Score -1523698 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1523709.500000 Penalty: 4684.100586
	Iteration 28Q: 3 clusters Score -1523710 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1523719.000000 Penalty: 4684.100586
	Iteration 29Q: 3 clusters Score -1523719 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1523739.625000 Penalty: 4684.100586
	Iteration 30Q: 3 clusters Score -1523740 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1523747.500000 Penalty: 4684.100586
	Iteration 31Q: 3 clusters Score -1523748 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1523757.750000 Penalty: 4684.100586
	Iteration 32Q: 3 clusters Score -1523758 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1523764.250000 Penalty: 4684.100586
	Iteration 33Q: 3 clusters Score -1523764 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1523779.625000 Penalty: 4684.100586
	Iteration 34Q: 3 clusters Score -1523780 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1523795.375000 Penalty: 4684.100586
	Iteration 35Q: 3 clusters Score -1523795 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1523810.875000 Penalty: 4684.100586
	Iteration 36Q: 3 clusters Score -1523811 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1523814.125000 Penalty: 4684.100586
	Iteration 37Q: 3 clusters Score -1523814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1523821.625000 Penalty: 4684.100586
	Iteration 38Q: 3 clusters Score -1523822 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1523837.250000 Penalty: 4684.100586
	Iteration 39Q: 3 clusters Score -1523837 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1523844.125000 Penalty: 4684.100586
	Iteration 40F: 3 clusters Score -1523844 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1523855.500000 Penalty: 4684.100586
	Iteration 41Q: 3 clusters Score -1523856 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1523865.250000 Penalty: 4684.100586
	Iteration 42Q: 3 clusters Score -1523865 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1523879.750000 Penalty: 4684.100586
	Iteration 43Q: 3 clusters Score -1523880 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1523884.375000 Penalty: 4684.100586
	Iteration 44Q: 3 clusters Score -1523884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -1523893.500000 Penalty: 4684.100586
	Iteration 45Q: 3 clusters Score -1523894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1523896.375000 Penalty: 4684.100586
	Iteration 46Q: 3 clusters Score -1523896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1523899.500000 Penalty: 4684.100586
	Iteration 47Q: 3 clusters Score -1523900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1523903.125000 Penalty: 4684.100586
	Iteration 48Q: 3 clusters Score -1523903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1523907.000000 Penalty: 4684.100586
	Iteration 49Q: 3 clusters Score -1523907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1523911.625000 Penalty: 4684.100586
	Iteration 50Q: 3 clusters Score -1523912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1523917.250000 Penalty: 4684.100586
	Iteration 51Q: 3 clusters Score -1523917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1523920.375000 Penalty: 4684.100586
	Iteration 52Q: 3 clusters Score -1523920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1523921.375000 Penalty: 4684.100586
	Iteration 53Q: 3 clusters Score -1523921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1523926.375000 Penalty: 4684.100586
	Iteration 54Q: 3 clusters Score -1523926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1523930.500000 Penalty: 4684.100586
	Iteration 55Q: 3 clusters Score -1523930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1523932.500000 Penalty: 4684.100586
	Iteration 56Q: 3 clusters Score -1523932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1523933.250000 Penalty: 4684.100586
	Iteration 57Q: 3 clusters Score -1523933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1523934.625000 Penalty: 4684.100586
	Iteration 58Q: 3 clusters Score -1523935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1523933.750000 Penalty: 4684.100586
	Iteration 59Q: 3 clusters Score -1523934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1523935.375000 Penalty: 4684.100586
	Iteration 60F: 3 clusters Score -1523935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1523933.375000 Penalty: 4684.100586
	Iteration 61Q: 3 clusters Score -1523933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1523938.500000 Penalty: 4684.100586
	Iteration 62Q: 3 clusters Score -1523938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1523937.750000 Penalty: 4684.100586
	Iteration 63Q: 3 clusters Score -1523938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1523937.750000 Penalty: 4684.100586
	Iteration 64Q: 3 clusters Score -1523938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1523940.000000 Penalty: 4684.100586
	Iteration 65Q: 3 clusters Score -1523940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1523937.875000 Penalty: 4684.100586
	Iteration 66Q: 3 clusters Score -1523938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1523937.625000 Penalty: 4684.100586
	Iteration 67Q: 3 clusters Score -1523938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1523938.375000 Penalty: 4684.100586
	Iteration 68Q: 3 clusters Score -1523938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1523939.625000 Penalty: 4684.100586
	Iteration 69Q: 3 clusters Score -1523940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1523943.875000 Penalty: 4684.100586
	Iteration 70Q: 3 clusters Score -1523944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1523943.000000 Penalty: 4684.100586
	Iteration 71Q: 3 clusters Score -1523943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1523947.125000 Penalty: 4684.100586
	Iteration 72Q: 3 clusters Score -1523947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1523946.000000 Penalty: 4684.100586
	Iteration 73Q: 3 clusters Score -1523946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1523946.000000 Penalty: 4684.100586
	Iteration 74F: 3 clusters Score -1523946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (202127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202127 members 
Entering Unmasked Estep 
Score: -24858850.000000 Penalty: 3029.729736
	Iteration 0F: 2 clusters Score -2.485885e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101128 members 
Mstep: Class 2 contains 100999 members 
Entering Unmasked Estep 
Score: -24726182.000000 Penalty: 6059.459473
	Iteration 0F: 3 clusters Score -2.472618e+07 nChanged 97108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102976 members 
Mstep: Class 2 contains 99151 members 
Entering Unmasked Estep 
Score: -24784034.000000 Penalty: 6059.459473
	Iteration 1F: 3 clusters Score -2.478403e+07 nChanged 6718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104278 members 
Mstep: Class 2 contains 97849 members 
Entering Unmasked Estep 
Score: -24785900.000000 Penalty: 6059.459473
	Iteration 2Q: 3 clusters Score -2.47859e+07 nChanged 7635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106411 members 
Mstep: Class 2 contains 95716 members 
Entering Unmasked Estep 
Score: -24789060.000000 Penalty: 6059.459473
	Iteration 3Q: 3 clusters Score -2.478906e+07 nChanged 8882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109163 members 
Mstep: Class 2 contains 92964 members 
Entering Unmasked Estep 
Score: -24793106.000000 Penalty: 6059.459473
	Iteration 4Q: 3 clusters Score -2.479311e+07 nChanged 9912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112415 members 
Mstep: Class 2 contains 89712 members 
Entering Unmasked Estep 
Score: -24798038.000000 Penalty: 6059.459473
	Iteration 5Q: 3 clusters Score -2.479804e+07 nChanged 10386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115819 members 
Mstep: Class 2 contains 86308 members 
Entering Unmasked Estep 
Score: -24803976.000000 Penalty: 6059.459473
	Iteration 6F: 3 clusters Score -2.480398e+07 nChanged 10871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118984 members 
Mstep: Class 2 contains 83143 members 
Entering Unmasked Estep 
Score: -24810714.000000 Penalty: 6059.459473
	Iteration 7F: 3 clusters Score -2.481071e+07 nChanged 11445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121121 members 
Mstep: Class 2 contains 81006 members 
Entering Unmasked Estep 
Score: -24819032.000000 Penalty: 6059.459473
	Iteration 8F: 3 clusters Score -2.481903e+07 nChanged 12387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121740 members 
Mstep: Class 2 contains 80387 members 
Entering Unmasked Estep 
Score: -24828672.000000 Penalty: 6059.459473
	Iteration 9F: 3 clusters Score -2.482867e+07 nChanged 11989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121055 members 
Mstep: Class 2 contains 81072 members 
Entering Unmasked Estep 
Score: -24836810.000000 Penalty: 6059.459473
	Iteration 10F: 3 clusters Score -2.483681e+07 nChanged 9156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120183 members 
Mstep: Class 2 contains 81944 members 
Entering Unmasked Estep 
Score: -24841148.000000 Penalty: 6059.459473
	Iteration 11Q: 3 clusters Score -2.484115e+07 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119586 members 
Mstep: Class 2 contains 82541 members 
Entering Unmasked Estep 
Score: -24842758.000000 Penalty: 6059.459473
	Iteration 12Q: 3 clusters Score -2.484276e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118989 members 
Mstep: Class 2 contains 83138 members 
Entering Unmasked Estep 
Score: -24843652.000000 Penalty: 6059.459473
	Iteration 13Q: 3 clusters Score -2.484365e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118281 members 
Mstep: Class 2 contains 83846 members 
Entering Unmasked Estep 
Score: -24844560.000000 Penalty: 6059.459473
	Iteration 14Q: 3 clusters Score -2.484456e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117446 members 
Mstep: Class 2 contains 84681 members 
Entering Unmasked Estep 
Score: -24845524.000000 Penalty: 6059.459473
	Iteration 15Q: 3 clusters Score -2.484552e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116432 members 
Mstep: Class 2 contains 85695 members 
Entering Unmasked Estep 
Score: -24846388.000000 Penalty: 6059.459473
	Iteration 16Q: 3 clusters Score -2.484639e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115253 members 
Mstep: Class 2 contains 86874 members 
Entering Unmasked Estep 
Score: -24847382.000000 Penalty: 6059.459473
	Iteration 17Q: 3 clusters Score -2.484738e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114029 members 
Mstep: Class 2 contains 88098 members 
Entering Unmasked Estep 
Score: -24848342.000000 Penalty: 6059.459473
	Iteration 18Q: 3 clusters Score -2.484834e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112821 members 
Mstep: Class 2 contains 89306 members 
Entering Unmasked Estep 
Score: -24849072.000000 Penalty: 6059.459473
	Iteration 19Q: 3 clusters Score -2.484907e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111537 members 
Mstep: Class 2 contains 90590 members 
Entering Unmasked Estep 
Score: -24849734.000000 Penalty: 6059.459473
	Iteration 20F: 3 clusters Score -2.484973e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110397 members 
Mstep: Class 2 contains 91730 members 
Entering Unmasked Estep 
Score: -24850156.000000 Penalty: 6059.459473
	Iteration 21Q: 3 clusters Score -2.485016e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109376 members 
Mstep: Class 2 contains 92751 members 
Entering Unmasked Estep 
Score: -24850524.000000 Penalty: 6059.459473
	Iteration 22Q: 3 clusters Score -2.485052e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108409 members 
Mstep: Class 2 contains 93718 members 
Entering Unmasked Estep 
Score: -24850768.000000 Penalty: 6059.459473
	Iteration 23Q: 3 clusters Score -2.485077e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107609 members 
Mstep: Class 2 contains 94518 members 
Entering Unmasked Estep 
Score: -24850966.000000 Penalty: 6059.459473
	Iteration 24Q: 3 clusters Score -2.485097e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106885 members 
Mstep: Class 2 contains 95242 members 
Entering Unmasked Estep 
Score: -24851150.000000 Penalty: 6059.459473
	Iteration 25Q: 3 clusters Score -2.485115e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106169 members 
Mstep: Class 2 contains 95958 members 
Entering Unmasked Estep 
Score: -24851242.000000 Penalty: 6059.459473
	Iteration 26Q: 3 clusters Score -2.485124e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105522 members 
Mstep: Class 2 contains 96605 members 
Entering Unmasked Estep 
Score: -24851328.000000 Penalty: 6059.459473
	Iteration 27Q: 3 clusters Score -2.485133e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104899 members 
Mstep: Class 2 contains 97228 members 
Entering Unmasked Estep 
Score: -24851432.000000 Penalty: 6059.459473
	Iteration 28Q: 3 clusters Score -2.485143e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104342 members 
Mstep: Class 2 contains 97785 members 
Entering Unmasked Estep 
Score: -24851400.000000 Penalty: 6059.459473
	Iteration 29Q: 3 clusters Score -2.48514e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103791 members 
Mstep: Class 2 contains 98336 members 
Entering Unmasked Estep 
Score: -24851464.000000 Penalty: 6059.459473
	Iteration 30Q: 3 clusters Score -2.485146e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103264 members 
Mstep: Class 2 contains 98863 members 
Entering Unmasked Estep 
Score: -24851530.000000 Penalty: 6059.459473
	Iteration 31Q: 3 clusters Score -2.485153e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102721 members 
Mstep: Class 2 contains 99406 members 
Entering Unmasked Estep 
Score: -24851540.000000 Penalty: 6059.459473
	Iteration 32Q: 3 clusters Score -2.485154e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102209 members 
Mstep: Class 2 contains 99918 members 
Entering Unmasked Estep 
Score: -24851538.000000 Penalty: 6059.459473
	Iteration 33Q: 3 clusters Score -2.485154e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101715 members 
Mstep: Class 2 contains 100412 members 
Entering Unmasked Estep 
Score: -24851588.000000 Penalty: 6059.459473
	Iteration 34Q: 3 clusters Score -2.485159e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101212 members 
Mstep: Class 2 contains 100915 members 
Entering Unmasked Estep 
Score: -24851644.000000 Penalty: 6059.459473
	Iteration 35Q: 3 clusters Score -2.485164e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100734 members 
Mstep: Class 2 contains 101393 members 
Entering Unmasked Estep 
Score: -24851652.000000 Penalty: 6059.459473
	Iteration 36Q: 3 clusters Score -2.485165e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100268 members 
Mstep: Class 2 contains 101859 members 
Entering Unmasked Estep 
Score: -24851630.000000 Penalty: 6059.459473
	Iteration 37Q: 3 clusters Score -2.485163e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99777 members 
Mstep: Class 2 contains 102350 members 
Entering Unmasked Estep 
Score: -24851674.000000 Penalty: 6059.459473
	Iteration 38Q: 3 clusters Score -2.485167e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99310 members 
Mstep: Class 2 contains 102817 members 
Entering Unmasked Estep 
Score: -24851710.000000 Penalty: 6059.459473
	Iteration 39Q: 3 clusters Score -2.485171e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98848 members 
Mstep: Class 2 contains 103279 members 
Entering Unmasked Estep 
Score: -24851718.000000 Penalty: 6059.459473
	Iteration 40F: 3 clusters Score -2.485172e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98374 members 
Mstep: Class 2 contains 103753 members 
Entering Unmasked Estep 
Score: -24851794.000000 Penalty: 6059.459473
	Iteration 41Q: 3 clusters Score -2.485179e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97869 members 
Mstep: Class 2 contains 104258 members 
Entering Unmasked Estep 
Score: -24851822.000000 Penalty: 6059.459473
	Iteration 42Q: 3 clusters Score -2.485182e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97404 members 
Mstep: Class 2 contains 104723 members 
Entering Unmasked Estep 
Score: -24851914.000000 Penalty: 6059.459473
	Iteration 43Q: 3 clusters Score -2.485191e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96870 members 
Mstep: Class 2 contains 105257 members 
Entering Unmasked Estep 
Score: -24851988.000000 Penalty: 6059.459473
	Iteration 44Q: 3 clusters Score -2.485199e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96335 members 
Mstep: Class 2 contains 105792 members 
Entering Unmasked Estep 
Score: -24852080.000000 Penalty: 6059.459473
	Iteration 45Q: 3 clusters Score -2.485208e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95812 members 
Mstep: Class 2 contains 106315 members 
Entering Unmasked Estep 
Score: -24852104.000000 Penalty: 6059.459473
	Iteration 46Q: 3 clusters Score -2.48521e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95289 members 
Mstep: Class 2 contains 106838 members 
Entering Unmasked Estep 
Score: -24852144.000000 Penalty: 6059.459473
	Iteration 47Q: 3 clusters Score -2.485214e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94819 members 
Mstep: Class 2 contains 107308 members 
Entering Unmasked Estep 
Score: -24852184.000000 Penalty: 6059.459473
	Iteration 48Q: 3 clusters Score -2.485218e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94376 members 
Mstep: Class 2 contains 107751 members 
Entering Unmasked Estep 
Score: -24852228.000000 Penalty: 6059.459473
	Iteration 49Q: 3 clusters Score -2.485223e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94004 members 
Mstep: Class 2 contains 108123 members 
Entering Unmasked Estep 
Score: -24852264.000000 Penalty: 6059.459473
	Iteration 50Q: 3 clusters Score -2.485226e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93636 members 
Mstep: Class 2 contains 108491 members 
Entering Unmasked Estep 
Score: -24852236.000000 Penalty: 6059.459473
	Iteration 51Q: 3 clusters Score -2.485224e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93276 members 
Mstep: Class 2 contains 108851 members 
Entering Unmasked Estep 
Score: -24852256.000000 Penalty: 6059.459473
	Iteration 52Q: 3 clusters Score -2.485226e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92902 members 
Mstep: Class 2 contains 109225 members 
Entering Unmasked Estep 
Score: -24852348.000000 Penalty: 6059.459473
	Iteration 53Q: 3 clusters Score -2.485235e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92507 members 
Mstep: Class 2 contains 109620 members 
Entering Unmasked Estep 
Score: -24852398.000000 Penalty: 6059.459473
	Iteration 54Q: 3 clusters Score -2.48524e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92109 members 
Mstep: Class 2 contains 110018 members 
Entering Unmasked Estep 
Score: -24852408.000000 Penalty: 6059.459473
	Iteration 55Q: 3 clusters Score -2.485241e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91703 members 
Mstep: Class 2 contains 110424 members 
Entering Unmasked Estep 
Score: -24852426.000000 Penalty: 6059.459473
	Iteration 56Q: 3 clusters Score -2.485243e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91319 members 
Mstep: Class 2 contains 110808 members 
Entering Unmasked Estep 
Score: -24852442.000000 Penalty: 6059.459473
	Iteration 57Q: 3 clusters Score -2.485244e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90925 members 
Mstep: Class 2 contains 111202 members 
Entering Unmasked Estep 
Score: -24852480.000000 Penalty: 6059.459473
	Iteration 58Q: 3 clusters Score -2.485248e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90546 members 
Mstep: Class 2 contains 111581 members 
Entering Unmasked Estep 
Score: -24852522.000000 Penalty: 6059.459473
	Iteration 59Q: 3 clusters Score -2.485252e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90157 members 
Mstep: Class 2 contains 111970 members 
Entering Unmasked Estep 
Score: -24852542.000000 Penalty: 6059.459473
	Iteration 60F: 3 clusters Score -2.485254e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89758 members 
Mstep: Class 2 contains 112369 members 
Entering Unmasked Estep 
Score: -24852552.000000 Penalty: 6059.459473
	Iteration 61Q: 3 clusters Score -2.485255e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89373 members 
Mstep: Class 2 contains 112754 members 
Entering Unmasked Estep 
Score: -24852556.000000 Penalty: 6059.459473
	Iteration 62Q: 3 clusters Score -2.485256e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88950 members 
Mstep: Class 2 contains 113177 members 
Entering Unmasked Estep 
Score: -24852548.000000 Penalty: 6059.459473
	Iteration 63Q: 3 clusters Score -2.485255e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88508 members 
Mstep: Class 2 contains 113619 members 
Entering Unmasked Estep 
Score: -24852604.000000 Penalty: 6059.459473
	Iteration 64Q: 3 clusters Score -2.48526e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88114 members 
Mstep: Class 2 contains 114013 members 
Entering Unmasked Estep 
Score: -24852628.000000 Penalty: 6059.459473
	Iteration 65Q: 3 clusters Score -2.485263e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87707 members 
Mstep: Class 2 contains 114420 members 
Entering Unmasked Estep 
Score: -24852662.000000 Penalty: 6059.459473
	Iteration 66Q: 3 clusters Score -2.485266e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87298 members 
Mstep: Class 2 contains 114829 members 
Entering Unmasked Estep 
Score: -24852708.000000 Penalty: 6059.459473
	Iteration 67Q: 3 clusters Score -2.485271e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86904 members 
Mstep: Class 2 contains 115223 members 
Entering Unmasked Estep 
Score: -24852704.000000 Penalty: 6059.459473
	Iteration 68Q: 3 clusters Score -2.48527e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86493 members 
Mstep: Class 2 contains 115634 members 
Entering Unmasked Estep 
Score: -24852686.000000 Penalty: 6059.459473
	Iteration 69Q: 3 clusters Score -2.485269e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86058 members 
Mstep: Class 2 contains 116069 members 
Entering Unmasked Estep 
Score: -24852644.000000 Penalty: 6059.459473
	Iteration 70Q: 3 clusters Score -2.485264e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85601 members 
Mstep: Class 2 contains 116526 members 
Entering Unmasked Estep 
Score: -24852682.000000 Penalty: 6059.459473
	Iteration 71Q: 3 clusters Score -2.485268e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85182 members 
Mstep: Class 2 contains 116945 members 
Entering Unmasked Estep 
Score: -24852728.000000 Penalty: 6059.459473
	Iteration 72Q: 3 clusters Score -2.485273e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84771 members 
Mstep: Class 2 contains 117356 members 
Entering Unmasked Estep 
Score: -24852840.000000 Penalty: 6059.459473
	Iteration 73Q: 3 clusters Score -2.485284e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84372 members 
Mstep: Class 2 contains 117755 members 
Entering Unmasked Estep 
Score: -24852890.000000 Penalty: 6059.459473
	Iteration 74Q: 3 clusters Score -2.485289e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83987 members 
Mstep: Class 2 contains 118140 members 
Entering Unmasked Estep 
Score: -24852900.000000 Penalty: 6059.459473
	Iteration 75Q: 3 clusters Score -2.48529e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83577 members 
Mstep: Class 2 contains 118550 members 
Entering Unmasked Estep 
Score: -24852930.000000 Penalty: 6059.459473
	Iteration 76Q: 3 clusters Score -2.485293e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83165 members 
Mstep: Class 2 contains 118962 members 
Entering Unmasked Estep 
Score: -24852926.000000 Penalty: 6059.459473
	Iteration 77Q: 3 clusters Score -2.485293e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82697 members 
Mstep: Class 2 contains 119430 members 
Entering Unmasked Estep 
Score: -24852896.000000 Penalty: 6059.459473
	Iteration 78Q: 3 clusters Score -2.48529e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82228 members 
Mstep: Class 2 contains 119899 members 
Entering Unmasked Estep 
Score: -24852920.000000 Penalty: 6059.459473
	Iteration 79Q: 3 clusters Score -2.485292e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81738 members 
Mstep: Class 2 contains 120389 members 
Entering Unmasked Estep 
Score: -24852914.000000 Penalty: 6059.459473
	Iteration 80F: 3 clusters Score -2.485291e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81255 members 
Mstep: Class 2 contains 120872 members 
Entering Unmasked Estep 
Score: -24852936.000000 Penalty: 6059.459473
	Iteration 81Q: 3 clusters Score -2.485294e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80737 members 
Mstep: Class 2 contains 121390 members 
Entering Unmasked Estep 
Score: -24852992.000000 Penalty: 6059.459473
	Iteration 82Q: 3 clusters Score -2.485299e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80170 members 
Mstep: Class 2 contains 121957 members 
Entering Unmasked Estep 
Score: -24853094.000000 Penalty: 6059.459473
	Iteration 83Q: 3 clusters Score -2.485309e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79605 members 
Mstep: Class 2 contains 122522 members 
Entering Unmasked Estep 
Score: -24853092.000000 Penalty: 6059.459473
	Iteration 84Q: 3 clusters Score -2.485309e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78991 members 
Mstep: Class 2 contains 123136 members 
Entering Unmasked Estep 
Score: -24853202.000000 Penalty: 6059.459473
	Iteration 85Q: 3 clusters Score -2.48532e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78378 members 
Mstep: Class 2 contains 123749 members 
Entering Unmasked Estep 
Score: -24853216.000000 Penalty: 6059.459473
	Iteration 86Q: 3 clusters Score -2.485322e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77775 members 
Mstep: Class 2 contains 124352 members 
Entering Unmasked Estep 
Score: -24853208.000000 Penalty: 6059.459473
	Iteration 87Q: 3 clusters Score -2.485321e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77215 members 
Mstep: Class 2 contains 124912 members 
Entering Unmasked Estep 
Score: -24853304.000000 Penalty: 6059.459473
	Iteration 88Q: 3 clusters Score -2.48533e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76676 members 
Mstep: Class 2 contains 125451 members 
Entering Unmasked Estep 
Score: -24853314.000000 Penalty: 6059.459473
	Iteration 89Q: 3 clusters Score -2.485331e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76105 members 
Mstep: Class 2 contains 126022 members 
Entering Unmasked Estep 
Score: -24853382.000000 Penalty: 6059.459473
	Iteration 90Q: 3 clusters Score -2.485338e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75501 members 
Mstep: Class 2 contains 126626 members 
Entering Unmasked Estep 
Score: -24853412.000000 Penalty: 6059.459473
	Iteration 91Q: 3 clusters Score -2.485341e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74879 members 
Mstep: Class 2 contains 127248 members 
Entering Unmasked Estep 
Score: -24853416.000000 Penalty: 6059.459473
	Iteration 92Q: 3 clusters Score -2.485342e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74243 members 
Mstep: Class 2 contains 127884 members 
Entering Unmasked Estep 
Score: -24853518.000000 Penalty: 6059.459473
	Iteration 93Q: 3 clusters Score -2.485352e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73564 members 
Mstep: Class 2 contains 128563 members 
Entering Unmasked Estep 
Score: -24853578.000000 Penalty: 6059.459473
	Iteration 94Q: 3 clusters Score -2.485358e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72871 members 
Mstep: Class 2 contains 129256 members 
Entering Unmasked Estep 
Score: -24853568.000000 Penalty: 6059.459473
	Iteration 95Q: 3 clusters Score -2.485357e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72172 members 
Mstep: Class 2 contains 129955 members 
Entering Unmasked Estep 
Score: -24853644.000000 Penalty: 6059.459473
	Iteration 96Q: 3 clusters Score -2.485364e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71522 members 
Mstep: Class 2 contains 130605 members 
Entering Unmasked Estep 
Score: -24853754.000000 Penalty: 6059.459473
	Iteration 97Q: 3 clusters Score -2.485375e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70888 members 
Mstep: Class 2 contains 131239 members 
Entering Unmasked Estep 
Score: -24853750.000000 Penalty: 6059.459473
	Iteration 98Q: 3 clusters Score -2.485375e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70189 members 
Mstep: Class 2 contains 131938 members 
Entering Unmasked Estep 
Score: -24853832.000000 Penalty: 6059.459473
	Iteration 99Q: 3 clusters Score -2.485383e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69507 members 
Mstep: Class 2 contains 132620 members 
Entering Unmasked Estep 
Score: -24853878.000000 Penalty: 6059.459473
	Iteration 100F: 3 clusters Score -2.485388e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68785 members 
Mstep: Class 2 contains 133342 members 
Entering Unmasked Estep 
Score: -24853932.000000 Penalty: 6059.459473
	Iteration 101Q: 3 clusters Score -2.485393e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68029 members 
Mstep: Class 2 contains 134098 members 
Entering Unmasked Estep 
Score: -24854150.000000 Penalty: 6059.459473
	Iteration 102Q: 3 clusters Score -2.485415e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67289 members 
Mstep: Class 2 contains 134838 members 
Entering Unmasked Estep 
Score: -24854282.000000 Penalty: 6059.459473
	Iteration 103Q: 3 clusters Score -2.485428e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66556 members 
Mstep: Class 2 contains 135571 members 
Entering Unmasked Estep 
Score: -24854312.000000 Penalty: 6059.459473
	Iteration 104Q: 3 clusters Score -2.485431e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65836 members 
Mstep: Class 2 contains 136291 members 
Entering Unmasked Estep 
Score: -24854436.000000 Penalty: 6059.459473
	Iteration 105Q: 3 clusters Score -2.485444e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65145 members 
Mstep: Class 2 contains 136982 members 
Entering Unmasked Estep 
Score: -24854490.000000 Penalty: 6059.459473
	Iteration 106Q: 3 clusters Score -2.485449e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64499 members 
Mstep: Class 2 contains 137628 members 
Entering Unmasked Estep 
Score: -24854590.000000 Penalty: 6059.459473
	Iteration 107Q: 3 clusters Score -2.485459e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63923 members 
Mstep: Class 2 contains 138204 members 
Entering Unmasked Estep 
Score: -24854622.000000 Penalty: 6059.459473
	Iteration 108Q: 3 clusters Score -2.485462e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63312 members 
Mstep: Class 2 contains 138815 members 
Entering Unmasked Estep 
Score: -24854624.000000 Penalty: 6059.459473
	Iteration 109Q: 3 clusters Score -2.485462e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62698 members 
Mstep: Class 2 contains 139429 members 
Entering Unmasked Estep 
Score: -24854616.000000 Penalty: 6059.459473
	Iteration 110Q: 3 clusters Score -2.485462e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62099 members 
Mstep: Class 2 contains 140028 members 
Entering Unmasked Estep 
Score: -24854754.000000 Penalty: 6059.459473
	Iteration 111Q: 3 clusters Score -2.485475e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61505 members 
Mstep: Class 2 contains 140622 members 
Entering Unmasked Estep 
Score: -24854758.000000 Penalty: 6059.459473
	Iteration 112Q: 3 clusters Score -2.485476e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60927 members 
Mstep: Class 2 contains 141200 members 
Entering Unmasked Estep 
Score: -24854812.000000 Penalty: 6059.459473
	Iteration 113Q: 3 clusters Score -2.485481e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60341 members 
Mstep: Class 2 contains 141786 members 
Entering Unmasked Estep 
Score: -24854904.000000 Penalty: 6059.459473
	Iteration 114Q: 3 clusters Score -2.48549e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59722 members 
Mstep: Class 2 contains 142405 members 
Entering Unmasked Estep 
Score: -24854962.000000 Penalty: 6059.459473
	Iteration 115Q: 3 clusters Score -2.485496e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59080 members 
Mstep: Class 2 contains 143047 members 
Entering Unmasked Estep 
Score: -24855082.000000 Penalty: 6059.459473
	Iteration 116Q: 3 clusters Score -2.485508e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58404 members 
Mstep: Class 2 contains 143723 members 
Entering Unmasked Estep 
Score: -24855144.000000 Penalty: 6059.459473
	Iteration 117Q: 3 clusters Score -2.485514e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57693 members 
Mstep: Class 2 contains 144434 members 
Entering Unmasked Estep 
Score: -24855294.000000 Penalty: 6059.459473
	Iteration 118Q: 3 clusters Score -2.485529e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57041 members 
Mstep: Class 2 contains 145086 members 
Entering Unmasked Estep 
Score: -24855288.000000 Penalty: 6059.459473
	Iteration 119Q: 3 clusters Score -2.485529e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56430 members 
Mstep: Class 2 contains 145697 members 
Entering Unmasked Estep 
Score: -24855388.000000 Penalty: 6059.459473
	Iteration 120F: 3 clusters Score -2.485539e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55757 members 
Mstep: Class 2 contains 146370 members 
Entering Unmasked Estep 
Score: -24855504.000000 Penalty: 6059.459473
	Iteration 121Q: 3 clusters Score -2.48555e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55090 members 
Mstep: Class 2 contains 147037 members 
Entering Unmasked Estep 
Score: -24855526.000000 Penalty: 6059.459473
	Iteration 122Q: 3 clusters Score -2.485553e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54427 members 
Mstep: Class 2 contains 147700 members 
Entering Unmasked Estep 
Score: -24855530.000000 Penalty: 6059.459473
	Iteration 123Q: 3 clusters Score -2.485553e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53699 members 
Mstep: Class 2 contains 148428 members 
Entering Unmasked Estep 
Score: -24855506.000000 Penalty: 6059.459473
	Iteration 124Q: 3 clusters Score -2.485551e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52986 members 
Mstep: Class 2 contains 149141 members 
Entering Unmasked Estep 
Score: -24855602.000000 Penalty: 6059.459473
	Iteration 125Q: 3 clusters Score -2.48556e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52267 members 
Mstep: Class 2 contains 149860 members 
Entering Unmasked Estep 
Score: -24855644.000000 Penalty: 6059.459473
	Iteration 126Q: 3 clusters Score -2.485564e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51528 members 
Mstep: Class 2 contains 150599 members 
Entering Unmasked Estep 
Score: -24855636.000000 Penalty: 6059.459473
	Iteration 127Q: 3 clusters Score -2.485564e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50820 members 
Mstep: Class 2 contains 151307 members 
Entering Unmasked Estep 
Score: -24855704.000000 Penalty: 6059.459473
	Iteration 128Q: 3 clusters Score -2.48557e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50110 members 
Mstep: Class 2 contains 152017 members 
Entering Unmasked Estep 
Score: -24855732.000000 Penalty: 6059.459473
	Iteration 129Q: 3 clusters Score -2.485573e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49392 members 
Mstep: Class 2 contains 152735 members 
Entering Unmasked Estep 
Score: -24855788.000000 Penalty: 6059.459473
	Iteration 130Q: 3 clusters Score -2.485579e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48663 members 
Mstep: Class 2 contains 153464 members 
Entering Unmasked Estep 
Score: -24855874.000000 Penalty: 6059.459473
	Iteration 131Q: 3 clusters Score -2.485587e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47961 members 
Mstep: Class 2 contains 154166 members 
Entering Unmasked Estep 
Score: -24855928.000000 Penalty: 6059.459473
	Iteration 132Q: 3 clusters Score -2.485593e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47265 members 
Mstep: Class 2 contains 154862 members 
Entering Unmasked Estep 
Score: -24856024.000000 Penalty: 6059.459473
	Iteration 133Q: 3 clusters Score -2.485602e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46618 members 
Mstep: Class 2 contains 155509 members 
Entering Unmasked Estep 
Score: -24855974.000000 Penalty: 6059.459473
	Iteration 134Q: 3 clusters Score -2.485597e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45948 members 
Mstep: Class 2 contains 156179 members 
Entering Unmasked Estep 
Score: -24856012.000000 Penalty: 6059.459473
	Iteration 135Q: 3 clusters Score -2.485601e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45291 members 
Mstep: Class 2 contains 156836 members 
Entering Unmasked Estep 
Score: -24856084.000000 Penalty: 6059.459473
	Iteration 136Q: 3 clusters Score -2.485608e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44621 members 
Mstep: Class 2 contains 157506 members 
Entering Unmasked Estep 
Score: -24856198.000000 Penalty: 6059.459473
	Iteration 137Q: 3 clusters Score -2.48562e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43958 members 
Mstep: Class 2 contains 158169 members 
Entering Unmasked Estep 
Score: -24856352.000000 Penalty: 6059.459473
	Iteration 138Q: 3 clusters Score -2.485635e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43295 members 
Mstep: Class 2 contains 158832 members 
Entering Unmasked Estep 
Score: -24856358.000000 Penalty: 6059.459473
	Iteration 139Q: 3 clusters Score -2.485636e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42581 members 
Mstep: Class 2 contains 159546 members 
Entering Unmasked Estep 
Score: -24856382.000000 Penalty: 6059.459473
	Iteration 140F: 3 clusters Score -2.485638e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41848 members 
Mstep: Class 2 contains 160279 members 
Entering Unmasked Estep 
Score: -24856452.000000 Penalty: 6059.459473
	Iteration 141Q: 3 clusters Score -2.485645e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41118 members 
Mstep: Class 2 contains 161009 members 
Entering Unmasked Estep 
Score: -24856546.000000 Penalty: 6059.459473
	Iteration 142Q: 3 clusters Score -2.485655e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40363 members 
Mstep: Class 2 contains 161764 members 
Entering Unmasked Estep 
Score: -24856634.000000 Penalty: 6059.459473
	Iteration 143Q: 3 clusters Score -2.485663e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39622 members 
Mstep: Class 2 contains 162505 members 
Entering Unmasked Estep 
Score: -24856768.000000 Penalty: 6059.459473
	Iteration 144Q: 3 clusters Score -2.485677e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 163223 members 
Entering Unmasked Estep 
Score: -24856864.000000 Penalty: 6059.459473
	Iteration 145Q: 3 clusters Score -2.485686e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38203 members 
Mstep: Class 2 contains 163924 members 
Entering Unmasked Estep 
Score: -24856932.000000 Penalty: 6059.459473
	Iteration 146Q: 3 clusters Score -2.485693e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37489 members 
Mstep: Class 2 contains 164638 members 
Entering Unmasked Estep 
Score: -24856930.000000 Penalty: 6059.459473
	Iteration 147Q: 3 clusters Score -2.485693e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 165334 members 
Entering Unmasked Estep 
Score: -24856962.000000 Penalty: 6059.459473
	Iteration 148Q: 3 clusters Score -2.485696e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36070 members 
Mstep: Class 2 contains 166057 members 
Entering Unmasked Estep 
Score: -24857056.000000 Penalty: 6059.459473
	Iteration 149Q: 3 clusters Score -2.485706e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35349 members 
Mstep: Class 2 contains 166778 members 
Entering Unmasked Estep 
Score: -24857204.000000 Penalty: 6059.459473
	Iteration 150Q: 3 clusters Score -2.48572e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34658 members 
Mstep: Class 2 contains 167469 members 
Entering Unmasked Estep 
Score: -24857244.000000 Penalty: 6059.459473
	Iteration 151Q: 3 clusters Score -2.485724e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34021 members 
Mstep: Class 2 contains 168106 members 
Entering Unmasked Estep 
Score: -24857334.000000 Penalty: 6059.459473
	Iteration 152Q: 3 clusters Score -2.485733e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33355 members 
Mstep: Class 2 contains 168772 members 
Entering Unmasked Estep 
Score: -24857428.000000 Penalty: 6059.459473
	Iteration 153Q: 3 clusters Score -2.485743e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 169449 members 
Entering Unmasked Estep 
Score: -24857454.000000 Penalty: 6059.459473
	Iteration 154Q: 3 clusters Score -2.485745e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 170095 members 
Entering Unmasked Estep 
Score: -24857552.000000 Penalty: 6059.459473
	Iteration 155Q: 3 clusters Score -2.485755e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31413 members 
Mstep: Class 2 contains 170714 members 
Entering Unmasked Estep 
Score: -24857522.000000 Penalty: 6059.459473
	Iteration 156Q: 3 clusters Score -2.485752e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30808 members 
Mstep: Class 2 contains 171319 members 
Entering Unmasked Estep 
Score: -24857602.000000 Penalty: 6059.459473
	Iteration 157Q: 3 clusters Score -2.48576e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 171921 members 
Entering Unmasked Estep 
Score: -24857610.000000 Penalty: 6059.459473
	Iteration 158Q: 3 clusters Score -2.485761e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29574 members 
Mstep: Class 2 contains 172553 members 
Entering Unmasked Estep 
Score: -24857504.000000 Penalty: 6059.459473
	Iteration 159Q: 3 clusters Score -2.48575e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 173194 members 
Entering Unmasked Estep 
Score: -24857540.000000 Penalty: 6059.459473
	Iteration 160F: 3 clusters Score -2.485754e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 173885 members 
Entering Unmasked Estep 
Score: -24857584.000000 Penalty: 6059.459473
	Iteration 161Q: 3 clusters Score -2.485758e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Mstep: Class 2 contains 174581 members 
Entering Unmasked Estep 
Score: -24857490.000000 Penalty: 6059.459473
	Iteration 162Q: 3 clusters Score -2.485749e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 175316 members 
Entering Unmasked Estep 
Score: -24857522.000000 Penalty: 6059.459473
	Iteration 163Q: 3 clusters Score -2.485752e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 176029 members 
Entering Unmasked Estep 
Score: -24857694.000000 Penalty: 6059.459473
	Iteration 164Q: 3 clusters Score -2.485769e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 176769 members 
Entering Unmasked Estep 
Score: -24857890.000000 Penalty: 6059.459473
	Iteration 165Q: 3 clusters Score -2.485789e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 177489 members 
Entering Unmasked Estep 
Score: -24857992.000000 Penalty: 6059.459473
	Iteration 166Q: 3 clusters Score -2.485799e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 178242 members 
Entering Unmasked Estep 
Score: -24857906.000000 Penalty: 6059.459473
	Iteration 167Q: 3 clusters Score -2.485791e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 178982 members 
Entering Unmasked Estep 
Score: -24857978.000000 Penalty: 6059.459473
	Iteration 168Q: 3 clusters Score -2.485798e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 179746 members 
Entering Unmasked Estep 
Score: -24858010.000000 Penalty: 6059.459473
	Iteration 169Q: 3 clusters Score -2.485801e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 180498 members 
Entering Unmasked Estep 
Score: -24858026.000000 Penalty: 6059.459473
	Iteration 170Q: 3 clusters Score -2.485803e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 181234 members 
Entering Unmasked Estep 
Score: -24858028.000000 Penalty: 6059.459473
	Iteration 171Q: 3 clusters Score -2.485803e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 181995 members 
Entering Unmasked Estep 
Score: -24857982.000000 Penalty: 6059.459473
	Iteration 172Q: 3 clusters Score -2.485798e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 182742 members 
Entering Unmasked Estep 
Score: -24858106.000000 Penalty: 6059.459473
	Iteration 173Q: 3 clusters Score -2.485811e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 183424 members 
Entering Unmasked Estep 
Score: -24858048.000000 Penalty: 6059.459473
	Iteration 174Q: 3 clusters Score -2.485805e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 184136 members 
Entering Unmasked Estep 
Score: -24858126.000000 Penalty: 6059.459473
	Iteration 175Q: 3 clusters Score -2.485813e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 184811 members 
Entering Unmasked Estep 
Score: -24858196.000000 Penalty: 6059.459473
	Iteration 176Q: 3 clusters Score -2.48582e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 185452 members 
Entering Unmasked Estep 
Score: -24858192.000000 Penalty: 6059.459473
	Iteration 177Q: 3 clusters Score -2.485819e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 186052 members 
Entering Unmasked Estep 
Score: -24858210.000000 Penalty: 6059.459473
	Iteration 178Q: 3 clusters Score -2.485821e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 186625 members 
Entering Unmasked Estep 
Score: -24858228.000000 Penalty: 6059.459473
	Iteration 179Q: 3 clusters Score -2.485823e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 187174 members 
Entering Unmasked Estep 
Score: -24858254.000000 Penalty: 6059.459473
	Iteration 180F: 3 clusters Score -2.485825e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 187712 members 
Entering Unmasked Estep 
Score: -24858216.000000 Penalty: 6059.459473
	Iteration 181Q: 3 clusters Score -2.485822e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 188210 members 
Entering Unmasked Estep 
Score: -24858174.000000 Penalty: 6059.459473
	Iteration 182Q: 3 clusters Score -2.485817e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 188693 members 
Entering Unmasked Estep 
Score: -24858106.000000 Penalty: 6059.459473
	Iteration 183Q: 3 clusters Score -2.485811e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 189204 members 
Entering Unmasked Estep 
Score: -24858130.000000 Penalty: 6059.459473
	Iteration 184Q: 3 clusters Score -2.485813e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 189693 members 
Entering Unmasked Estep 
Score: -24858066.000000 Penalty: 6059.459473
	Iteration 185Q: 3 clusters Score -2.485807e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 190156 members 
Entering Unmasked Estep 
Score: -24857954.000000 Penalty: 6059.459473
	Iteration 186Q: 3 clusters Score -2.485795e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 190564 members 
Entering Unmasked Estep 
Score: -24858004.000000 Penalty: 6059.459473
	Iteration 187Q: 3 clusters Score -2.4858e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 190950 members 
Entering Unmasked Estep 
Score: -24857968.000000 Penalty: 6059.459473
	Iteration 188Q: 3 clusters Score -2.485797e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 191308 members 
Entering Unmasked Estep 
Score: -24857966.000000 Penalty: 6059.459473
	Iteration 189Q: 3 clusters Score -2.485797e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 191685 members 
Entering Unmasked Estep 
Score: -24857944.000000 Penalty: 6059.459473
	Iteration 190Q: 3 clusters Score -2.485794e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 192042 members 
Entering Unmasked Estep 
Score: -24857960.000000 Penalty: 6059.459473
	Iteration 191Q: 3 clusters Score -2.485796e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 192366 members 
Entering Unmasked Estep 
Score: -24858000.000000 Penalty: 6059.459473
	Iteration 192Q: 3 clusters Score -2.4858e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 192713 members 
Entering Unmasked Estep 
Score: -24858010.000000 Penalty: 6059.459473
	Iteration 193Q: 3 clusters Score -2.485801e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 193019 members 
Entering Unmasked Estep 
Score: -24857996.000000 Penalty: 6059.459473
	Iteration 194Q: 3 clusters Score -2.4858e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 193303 members 
Entering Unmasked Estep 
Score: -24857994.000000 Penalty: 6059.459473
	Iteration 195Q: 3 clusters Score -2.485799e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 193581 members 
Entering Unmasked Estep 
Score: -24857958.000000 Penalty: 6059.459473
	Iteration 196Q: 3 clusters Score -2.485796e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 193876 members 
Entering Unmasked Estep 
Score: -24858018.000000 Penalty: 6059.459473
	Iteration 197Q: 3 clusters Score -2.485802e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 194164 members 
Entering Unmasked Estep 
Score: -24858014.000000 Penalty: 6059.459473
	Iteration 198Q: 3 clusters Score -2.485801e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 194415 members 
Entering Unmasked Estep 
Score: -24858096.000000 Penalty: 6059.459473
	Iteration 199Q: 3 clusters Score -2.48581e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 194636 members 
Entering Unmasked Estep 
Score: -24858072.000000 Penalty: 6059.459473
	Iteration 200F: 3 clusters Score -2.485807e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 194843 members 
Entering Unmasked Estep 
Score: -24858058.000000 Penalty: 6059.459473
	Iteration 201Q: 3 clusters Score -2.485806e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 195027 members 
Entering Unmasked Estep 
Score: -24858060.000000 Penalty: 6059.459473
	Iteration 202Q: 3 clusters Score -2.485806e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 195176 members 
Entering Unmasked Estep 
Score: -24857994.000000 Penalty: 6059.459473
	Iteration 203Q: 3 clusters Score -2.485799e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 195321 members 
Entering Unmasked Estep 
Score: -24858050.000000 Penalty: 6059.459473
	Iteration 204Q: 3 clusters Score -2.485805e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 195452 members 
Entering Unmasked Estep 
Score: -24858064.000000 Penalty: 6059.459473
	Iteration 205Q: 3 clusters Score -2.485806e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 195546 members 
Entering Unmasked Estep 
Score: -24858046.000000 Penalty: 6059.459473
	Iteration 206Q: 3 clusters Score -2.485805e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 195633 members 
Entering Unmasked Estep 
Score: -24858032.000000 Penalty: 6059.459473
	Iteration 207Q: 3 clusters Score -2.485803e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 195724 members 
Entering Unmasked Estep 
Score: -24858026.000000 Penalty: 6059.459473
	Iteration 208Q: 3 clusters Score -2.485803e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 195809 members 
Entering Unmasked Estep 
Score: -24858004.000000 Penalty: 6059.459473
	Iteration 209Q: 3 clusters Score -2.4858e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 195891 members 
Entering Unmasked Estep 
Score: -24858036.000000 Penalty: 6059.459473
	Iteration 210Q: 3 clusters Score -2.485804e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 195980 members 
Entering Unmasked Estep 
Score: -24858020.000000 Penalty: 6059.459473
	Iteration 211Q: 3 clusters Score -2.485802e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 196064 members 
Entering Unmasked Estep 
Score: -24858020.000000 Penalty: 6059.459473
	Iteration 212Q: 3 clusters Score -2.485802e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 196150 members 
Entering Unmasked Estep 
Score: -24858024.000000 Penalty: 6059.459473
	Iteration 213Q: 3 clusters Score -2.485802e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 196204 members 
Entering Unmasked Estep 
Score: -24857994.000000 Penalty: 6059.459473
	Iteration 214Q: 3 clusters Score -2.485799e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 196258 members 
Entering Unmasked Estep 
Score: -24858000.000000 Penalty: 6059.459473
	Iteration 215Q: 3 clusters Score -2.4858e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 196311 members 
Entering Unmasked Estep 
Score: -24858026.000000 Penalty: 6059.459473
	Iteration 216Q: 3 clusters Score -2.485803e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 196367 members 
Entering Unmasked Estep 
Score: -24858006.000000 Penalty: 6059.459473
	Iteration 217Q: 3 clusters Score -2.485801e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 196421 members 
Entering Unmasked Estep 
Score: -24858040.000000 Penalty: 6059.459473
	Iteration 218Q: 3 clusters Score -2.485804e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 196477 members 
Entering Unmasked Estep 
Score: -24858058.000000 Penalty: 6059.459473
	Iteration 219Q: 3 clusters Score -2.485806e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 196531 members 
Entering Unmasked Estep 
Score: -24858068.000000 Penalty: 6059.459473
	Iteration 220F: 3 clusters Score -2.485807e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 196585 members 
Entering Unmasked Estep 
Score: -24858058.000000 Penalty: 6059.459473
	Iteration 221Q: 3 clusters Score -2.485806e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 196635 members 
Entering Unmasked Estep 
Score: -24858058.000000 Penalty: 6059.459473
	Iteration 222Q: 3 clusters Score -2.485806e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 196682 members 
Entering Unmasked Estep 
Score: -24858062.000000 Penalty: 6059.459473
	Iteration 223Q: 3 clusters Score -2.485806e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 196718 members 
Entering Unmasked Estep 
Score: -24858048.000000 Penalty: 6059.459473
	Iteration 224Q: 3 clusters Score -2.485805e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 196753 members 
Entering Unmasked Estep 
Score: -24858064.000000 Penalty: 6059.459473
	Iteration 225Q: 3 clusters Score -2.485806e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 196793 members 
Entering Unmasked Estep 
Score: -24858050.000000 Penalty: 6059.459473
	Iteration 226Q: 3 clusters Score -2.485805e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 196829 members 
Entering Unmasked Estep 
Score: -24858056.000000 Penalty: 6059.459473
	Iteration 227Q: 3 clusters Score -2.485806e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 196863 members 
Entering Unmasked Estep 
Score: -24858030.000000 Penalty: 6059.459473
	Iteration 228Q: 3 clusters Score -2.485803e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 196896 members 
Entering Unmasked Estep 
Score: -24858012.000000 Penalty: 6059.459473
	Iteration 229Q: 3 clusters Score -2.485801e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 196933 members 
Entering Unmasked Estep 
Score: -24858014.000000 Penalty: 6059.459473
	Iteration 230Q: 3 clusters Score -2.485801e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 196966 members 
Entering Unmasked Estep 
Score: -24858018.000000 Penalty: 6059.459473
	Iteration 231Q: 3 clusters Score -2.485802e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 196991 members 
Entering Unmasked Estep 
Score: -24858024.000000 Penalty: 6059.459473
	Iteration 232Q: 3 clusters Score -2.485802e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 197019 members 
Entering Unmasked Estep 
Score: -24858018.000000 Penalty: 6059.459473
	Iteration 233Q: 3 clusters Score -2.485802e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 197052 members 
Entering Unmasked Estep 
Score: -24858014.000000 Penalty: 6059.459473
	Iteration 234Q: 3 clusters Score -2.485801e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 197085 members 
Entering Unmasked Estep 
Score: -24857982.000000 Penalty: 6059.459473
	Iteration 235Q: 3 clusters Score -2.485798e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 197104 members 
Entering Unmasked Estep 
Score: -24857986.000000 Penalty: 6059.459473
	Iteration 236Q: 3 clusters Score -2.485799e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 197127 members 
Entering Unmasked Estep 
Score: -24858006.000000 Penalty: 6059.459473
	Iteration 237Q: 3 clusters Score -2.485801e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 197146 members 
Entering Unmasked Estep 
Score: -24858004.000000 Penalty: 6059.459473
	Iteration 238Q: 3 clusters Score -2.4858e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 197159 members 
Entering Unmasked Estep 
Score: -24858004.000000 Penalty: 6059.459473
	Iteration 239Q: 3 clusters Score -2.4858e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 197173 members 
Entering Unmasked Estep 
Score: -24857974.000000 Penalty: 6059.459473
	Iteration 240F: 3 clusters Score -2.485797e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 197191 members 
Entering Unmasked Estep 
Score: -24858000.000000 Penalty: 6059.459473
	Iteration 241Q: 3 clusters Score -2.4858e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 197201 members 
Entering Unmasked Estep 
Score: -24857994.000000 Penalty: 6059.459473
	Iteration 242Q: 3 clusters Score -2.485799e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 197216 members 
Entering Unmasked Estep 
Score: -24858004.000000 Penalty: 6059.459473
	Iteration 243Q: 3 clusters Score -2.4858e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 197231 members 
Entering Unmasked Estep 
Score: -24857992.000000 Penalty: 6059.459473
	Iteration 244Q: 3 clusters Score -2.485799e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 197245 members 
Entering Unmasked Estep 
Score: -24858016.000000 Penalty: 6059.459473
	Iteration 245Q: 3 clusters Score -2.485802e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 197256 members 
Entering Unmasked Estep 
Score: -24858002.000000 Penalty: 6059.459473
	Iteration 246Q: 3 clusters Score -2.4858e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 197263 members 
Entering Unmasked Estep 
Score: -24857982.000000 Penalty: 6059.459473
	Iteration 247Q: 3 clusters Score -2.485798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 197265 members 
Entering Unmasked Estep 
Score: -24857988.000000 Penalty: 6059.459473
	Iteration 248Q: 3 clusters Score -2.485799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 197267 members 
Entering Unmasked Estep 
Score: -24857986.000000 Penalty: 6059.459473
	Iteration 249Q: 3 clusters Score -2.485799e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 197268 members 
Entering Unmasked Estep 
Score: -24857974.000000 Penalty: 6059.459473
	Iteration 250Q: 3 clusters Score -2.485797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 197270 members 
Entering Unmasked Estep 
Score: -24857972.000000 Penalty: 6059.459473
	Iteration 251Q: 3 clusters Score -2.485797e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 197271 members 
Entering Unmasked Estep 
Score: -24857984.000000 Penalty: 6059.459473
	Iteration 252Q: 3 clusters Score -2.485798e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 197277 members 
Entering Unmasked Estep 
Score: -24857988.000000 Penalty: 6059.459473
	Iteration 253Q: 3 clusters Score -2.485799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 197282 members 
Entering Unmasked Estep 
Score: -24857994.000000 Penalty: 6059.459473
	Iteration 254Q: 3 clusters Score -2.485799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 197287 members 
Entering Unmasked Estep 
Score: -24857980.000000 Penalty: 6059.459473
	Iteration 255Q: 3 clusters Score -2.485798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 197291 members 
Entering Unmasked Estep 
Score: -24857968.000000 Penalty: 6059.459473
	Iteration 256Q: 3 clusters Score -2.485797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 197295 members 
Entering Unmasked Estep 
Score: -24857972.000000 Penalty: 6059.459473
	Iteration 257Q: 3 clusters Score -2.485797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 197297 members 
Entering Unmasked Estep 
Score: -24857956.000000 Penalty: 6059.459473
	Iteration 258Q: 3 clusters Score -2.485796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 197299 members 
Entering Unmasked Estep 
Score: -24857958.000000 Penalty: 6059.459473
	Iteration 259Q: 3 clusters Score -2.485796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 197303 members 
Entering Unmasked Estep 
Score: -24857970.000000 Penalty: 6059.459473
	Iteration 260F: 3 clusters Score -2.485797e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 197306 members 
Entering Unmasked Estep 
Score: -24857974.000000 Penalty: 6059.459473
	Iteration 261Q: 3 clusters Score -2.485797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 197307 members 
Entering Unmasked Estep 
Score: -24857968.000000 Penalty: 6059.459473
	Iteration 262Q: 3 clusters Score -2.485797e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 197310 members 
Entering Unmasked Estep 
Score: -24857986.000000 Penalty: 6059.459473
	Iteration 263Q: 3 clusters Score -2.485799e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 197313 members 
Entering Unmasked Estep 
Score: -24857992.000000 Penalty: 6059.459473
	Iteration 264Q: 3 clusters Score -2.485799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 197317 members 
Entering Unmasked Estep 
Score: -24857976.000000 Penalty: 6059.459473
	Iteration 265Q: 3 clusters Score -2.485798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 197320 members 
Entering Unmasked Estep 
Score: -24857976.000000 Penalty: 6059.459473
	Iteration 266Q: 3 clusters Score -2.485798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 197325 members 
Entering Unmasked Estep 
Score: -24857986.000000 Penalty: 6059.459473
	Iteration 267Q: 3 clusters Score -2.485799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 197330 members 
Entering Unmasked Estep 
Score: -24857980.000000 Penalty: 6059.459473
	Iteration 268Q: 3 clusters Score -2.485798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 197335 members 
Entering Unmasked Estep 
Score: -24857982.000000 Penalty: 6059.459473
	Iteration 269Q: 3 clusters Score -2.485798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 197340 members 
Entering Unmasked Estep 
Score: -24857994.000000 Penalty: 6059.459473
	Iteration 270Q: 3 clusters Score -2.485799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 197342 members 
Entering Unmasked Estep 
Score: -24857986.000000 Penalty: 6059.459473
	Iteration 271Q: 3 clusters Score -2.485799e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 197343 members 
Entering Unmasked Estep 
Score: -24857990.000000 Penalty: 6059.459473
	Iteration 272Q: 3 clusters Score -2.485799e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 197343 members 
Entering Unmasked Estep 
Score: -24857990.000000 Penalty: 6059.459473
	Iteration 273F: 3 clusters Score -2.485799e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (212165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212165 members 
Entering Unmasked Estep 
Score: -25330948.000000 Penalty: 3041.749756
	Iteration 0F: 2 clusters Score -2.533095e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105735 members 
Mstep: Class 2 contains 106430 members 
Entering Unmasked Estep 
Score: -25189862.000000 Penalty: 6083.499512
	Iteration 0F: 3 clusters Score -2.518986e+07 nChanged 102005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98988 members 
Mstep: Class 2 contains 113177 members 
Entering Unmasked Estep 
Score: -25249976.000000 Penalty: 6083.499512
	Iteration 1F: 3 clusters Score -2.524998e+07 nChanged 7010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94452 members 
Mstep: Class 2 contains 117713 members 
Entering Unmasked Estep 
Score: -25251714.000000 Penalty: 6083.499512
	Iteration 2Q: 3 clusters Score -2.525171e+07 nChanged 8557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87589 members 
Mstep: Class 2 contains 124576 members 
Entering Unmasked Estep 
Score: -25254576.000000 Penalty: 6083.499512
	Iteration 3Q: 3 clusters Score -2.525458e+07 nChanged 11193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77260 members 
Mstep: Class 2 contains 134905 members 
Entering Unmasked Estep 
Score: -25260478.000000 Penalty: 6083.499512
	Iteration 4F: 3 clusters Score -2.526048e+07 nChanged 14880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62848 members 
Mstep: Class 2 contains 149317 members 
Entering Unmasked Estep 
Score: -25269848.000000 Penalty: 6083.499512
	Iteration 5F: 3 clusters Score -2.526985e+07 nChanged 18213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44797 members 
Mstep: Class 2 contains 167368 members 
Entering Unmasked Estep 
Score: -25285000.000000 Penalty: 6083.499512
	Iteration 6F: 3 clusters Score -2.5285e+07 nChanged 18546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 185884 members 
Entering Unmasked Estep 
Score: -25302616.000000 Penalty: 6083.499512
	Iteration 7F: 3 clusters Score -2.530262e+07 nChanged 14492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 200376 members 
Entering Unmasked Estep 
Score: -25317430.000000 Penalty: 6083.499512
	Iteration 8F: 3 clusters Score -2.531743e+07 nChanged 7767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 208139 members 
Entering Unmasked Estep 
Score: -25324812.000000 Penalty: 6083.499512
	Iteration 9Q: 3 clusters Score -2.532481e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 210954 members 
Entering Unmasked Estep 
Score: -25327234.000000 Penalty: 6083.499512
	Iteration 10Q: 3 clusters Score -2.532723e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 211674 members 
Entering Unmasked Estep 
Score: -25327842.000000 Penalty: 6083.499512
	Iteration 11Q: 3 clusters Score -2.532784e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 211851 members 
Entering Unmasked Estep 
Score: -25328086.000000 Penalty: 6083.499512
	Iteration 12Q: 3 clusters Score -2.532809e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 211895 members 
Entering Unmasked Estep 
Score: -25328146.000000 Penalty: 6083.499512
	Iteration 13Q: 3 clusters Score -2.532815e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 211912 members 
Entering Unmasked Estep 
Score: -25328192.000000 Penalty: 6083.499512
	Iteration 14Q: 3 clusters Score -2.532819e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 211929 members 
Entering Unmasked Estep 
Score: -25328198.000000 Penalty: 6083.499512
	Iteration 15Q: 3 clusters Score -2.53282e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 211931 members 
Entering Unmasked Estep 
Score: -25328228.000000 Penalty: 6083.499512
	Iteration 16Q: 3 clusters Score -2.532823e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 211935 members 
Entering Unmasked Estep 
Score: -25328236.000000 Penalty: 6083.499512
	Iteration 17Q: 3 clusters Score -2.532824e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 211945 members 
Entering Unmasked Estep 
Score: -25328240.000000 Penalty: 6083.499512
	Iteration 18Q: 3 clusters Score -2.532824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 211948 members 
Entering Unmasked Estep 
Score: -25328238.000000 Penalty: 6083.499512
	Iteration 19Q: 3 clusters Score -2.532824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 211950 members 
Entering Unmasked Estep 
Score: -25328238.000000 Penalty: 6083.499512
	Iteration 20F: 3 clusters Score -2.532824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 211952 members 
Entering Unmasked Estep 
Score: -25328242.000000 Penalty: 6083.499512
	Iteration 21Q: 3 clusters Score -2.532824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 211955 members 
Entering Unmasked Estep 
Score: -25328250.000000 Penalty: 6083.499512
	Iteration 22Q: 3 clusters Score -2.532825e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 211957 members 
Entering Unmasked Estep 
Score: -25328234.000000 Penalty: 6083.499512
	Iteration 23Q: 3 clusters Score -2.532823e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 211958 members 
Entering Unmasked Estep 
Score: -25328242.000000 Penalty: 6083.499512
	Iteration 24Q: 3 clusters Score -2.532824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 211956 members 
Entering Unmasked Estep 
Score: -25328254.000000 Penalty: 6083.499512
	Iteration 25Q: 3 clusters Score -2.532825e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 211956 members 
Entering Unmasked Estep 
Score: -25328254.000000 Penalty: 6083.499512
	Iteration 26F: 3 clusters Score -2.532825e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Entering Unmasked Estep 
Score: -1478687.250000 Penalty: 2335.342529
	Iteration 0F: 2 clusters Score -1478687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1469493.000000 Penalty: 4670.685059
	Iteration 0F: 3 clusters Score -1469493 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1472281.375000 Penalty: 4670.685059
	Iteration 1F: 3 clusters Score -1472281 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1472611.625000 Penalty: 4670.685059
	Iteration 2F: 3 clusters Score -1472612 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1472849.000000 Penalty: 4670.685059
	Iteration 3Q: 3 clusters Score -1472849 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1473069.875000 Penalty: 4670.685059
	Iteration 4Q: 3 clusters Score -1473070 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1473283.500000 Penalty: 4670.685059
	Iteration 5Q: 3 clusters Score -1473284 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1473466.625000 Penalty: 4670.685059
	Iteration 6Q: 3 clusters Score -1473467 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1473632.375000 Penalty: 4670.685059
	Iteration 7Q: 3 clusters Score -1473632 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1473820.125000 Penalty: 4670.685059
	Iteration 8Q: 3 clusters Score -1473820 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1474034.375000 Penalty: 4670.685059
	Iteration 9Q: 3 clusters Score -1474034 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1474236.375000 Penalty: 4670.685059
	Iteration 10Q: 3 clusters Score -1474236 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1474476.250000 Penalty: 4670.685059
	Iteration 11Q: 3 clusters Score -1474476 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1474729.000000 Penalty: 4670.685059
	Iteration 12Q: 3 clusters Score -1474729 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1474978.125000 Penalty: 4670.685059
	Iteration 13Q: 3 clusters Score -1474978 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1475197.750000 Penalty: 4670.685059
	Iteration 14Q: 3 clusters Score -1475198 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1475345.125000 Penalty: 4670.685059
	Iteration 15Q: 3 clusters Score -1475345 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1475469.500000 Penalty: 4670.685059
	Iteration 16Q: 3 clusters Score -1475470 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1475581.000000 Penalty: 4670.685059
	Iteration 17Q: 3 clusters Score -1475581 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1475691.875000 Penalty: 4670.685059
	Iteration 18Q: 3 clusters Score -1475692 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1475794.625000 Penalty: 4670.685059
	Iteration 19Q: 3 clusters Score -1475795 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1475894.625000 Penalty: 4670.685059
	Iteration 20F: 3 clusters Score -1475895 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1475976.875000 Penalty: 4670.685059
	Iteration 21Q: 3 clusters Score -1475977 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1476067.375000 Penalty: 4670.685059
	Iteration 22Q: 3 clusters Score -1476067 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1476184.375000 Penalty: 4670.685059
	Iteration 23Q: 3 clusters Score -1476184 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1476278.000000 Penalty: 4670.685059
	Iteration 24Q: 3 clusters Score -1476278 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1476372.625000 Penalty: 4670.685059
	Iteration 25Q: 3 clusters Score -1476373 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1476489.125000 Penalty: 4670.685059
	Iteration 26Q: 3 clusters Score -1476489 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1476614.125000 Penalty: 4670.685059
	Iteration 27Q: 3 clusters Score -1476614 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1476737.625000 Penalty: 4670.685059
	Iteration 28Q: 3 clusters Score -1476738 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1476873.625000 Penalty: 4670.685059
	Iteration 29Q: 3 clusters Score -1476874 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1476981.250000 Penalty: 4670.685059
	Iteration 30Q: 3 clusters Score -1476981 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1477078.250000 Penalty: 4670.685059
	Iteration 31Q: 3 clusters Score -1477078 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1477159.375000 Penalty: 4670.685059
	Iteration 32Q: 3 clusters Score -1477159 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1477216.500000 Penalty: 4670.685059
	Iteration 33Q: 3 clusters Score -1477216 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1477288.125000 Penalty: 4670.685059
	Iteration 34Q: 3 clusters Score -1477288 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1477332.000000 Penalty: 4670.685059
	Iteration 35Q: 3 clusters Score -1477332 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1477372.000000 Penalty: 4670.685059
	Iteration 36Q: 3 clusters Score -1477372 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1477398.875000 Penalty: 4670.685059
	Iteration 37Q: 3 clusters Score -1477399 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1477425.125000 Penalty: 4670.685059
	Iteration 38Q: 3 clusters Score -1477425 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1477438.750000 Penalty: 4670.685059
	Iteration 39Q: 3 clusters Score -1477439 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1477443.500000 Penalty: 4670.685059
	Iteration 40F: 3 clusters Score -1477444 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1477459.875000 Penalty: 4670.685059
	Iteration 41Q: 3 clusters Score -1477460 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1477464.125000 Penalty: 4670.685059
	Iteration 42Q: 3 clusters Score -1477464 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1477476.500000 Penalty: 4670.685059
	Iteration 43Q: 3 clusters Score -1477476 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1477473.500000 Penalty: 4670.685059
	Iteration 44Q: 3 clusters Score -1477474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1477480.625000 Penalty: 4670.685059
	Iteration 45Q: 3 clusters Score -1477481 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1477486.250000 Penalty: 4670.685059
	Iteration 46Q: 3 clusters Score -1477486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1477488.500000 Penalty: 4670.685059
	Iteration 47Q: 3 clusters Score -1477488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1477486.750000 Penalty: 4670.685059
	Iteration 48Q: 3 clusters Score -1477487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1477491.625000 Penalty: 4670.685059
	Iteration 49Q: 3 clusters Score -1477492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1477491.625000 Penalty: 4670.685059
	Iteration 50Q: 3 clusters Score -1477492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1477494.250000 Penalty: 4670.685059
	Iteration 51Q: 3 clusters Score -1477494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1477494.375000 Penalty: 4670.685059
	Iteration 52Q: 3 clusters Score -1477494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1477497.875000 Penalty: 4670.685059
	Iteration 53Q: 3 clusters Score -1477498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1477498.375000 Penalty: 4670.685059
	Iteration 54Q: 3 clusters Score -1477498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1477498.000000 Penalty: 4670.685059
	Iteration 55Q: 3 clusters Score -1477498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1477496.375000 Penalty: 4670.685059
	Iteration 56Q: 3 clusters Score -1477496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1477498.125000 Penalty: 4670.685059
	Iteration 57Q: 3 clusters Score -1477498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1477496.875000 Penalty: 4670.685059
	Iteration 58Q: 3 clusters Score -1477497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1477494.875000 Penalty: 4670.685059
	Iteration 59Q: 3 clusters Score -1477495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1477499.000000 Penalty: 4670.685059
	Iteration 60F: 3 clusters Score -1477499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1477499.875000 Penalty: 4670.685059
	Iteration 61Q: 3 clusters Score -1477500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1477499.000000 Penalty: 4670.685059
	Iteration 62Q: 3 clusters Score -1477499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1477501.125000 Penalty: 4670.685059
	Iteration 63Q: 3 clusters Score -1477501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1477503.625000 Penalty: 4670.685059
	Iteration 64Q: 3 clusters Score -1477504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1477501.500000 Penalty: 4670.685059
	Iteration 65Q: 3 clusters Score -1477502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1477501.500000 Penalty: 4670.685059
	Iteration 66Q: 3 clusters Score -1477502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1477505.375000 Penalty: 4670.685059
	Iteration 67Q: 3 clusters Score -1477505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1477505.000000 Penalty: 4670.685059
	Iteration 68Q: 3 clusters Score -1477505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1477510.375000 Penalty: 4670.685059
	Iteration 69Q: 3 clusters Score -1477510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1477513.375000 Penalty: 4670.685059
	Iteration 70Q: 3 clusters Score -1477513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1477509.250000 Penalty: 4670.685059
	Iteration 71Q: 3 clusters Score -1477509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1477509.500000 Penalty: 4670.685059
	Iteration 72Q: 3 clusters Score -1477510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1477508.000000 Penalty: 4670.685059
	Iteration 73Q: 3 clusters Score -1477508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1477512.875000 Penalty: 4670.685059
	Iteration 74Q: 3 clusters Score -1477513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1477512.250000 Penalty: 4670.685059
	Iteration 75Q: 3 clusters Score -1477512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1477513.375000 Penalty: 4670.685059
	Iteration 76Q: 3 clusters Score -1477513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1477515.375000 Penalty: 4670.685059
	Iteration 77Q: 3 clusters Score -1477515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1477516.375000 Penalty: 4670.685059
	Iteration 78Q: 3 clusters Score -1477516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1477514.500000 Penalty: 4670.685059
	Iteration 79Q: 3 clusters Score -1477514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1477514.500000 Penalty: 4670.685059
	Iteration 80F: 3 clusters Score -1477514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (323765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323765 members 
Entering Unmasked Estep 
Score: -39380448.000000 Penalty: 3146.567627
	Iteration 0F: 2 clusters Score -3.938045e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162340 members 
Mstep: Class 2 contains 161425 members 
Entering Unmasked Estep 
Score: -39196088.000000 Penalty: 6293.135254
	Iteration 0F: 3 clusters Score -3.919609e+07 nChanged 156981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170751 members 
Mstep: Class 2 contains 153014 members 
Entering Unmasked Estep 
Score: -39289344.000000 Penalty: 6293.135254
	Iteration 1F: 3 clusters Score -3.928934e+07 nChanged 8743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176872 members 
Mstep: Class 2 contains 146893 members 
Entering Unmasked Estep 
Score: -39290880.000000 Penalty: 6293.135254
	Iteration 2Q: 3 clusters Score -3.929088e+07 nChanged 11450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186720 members 
Mstep: Class 2 contains 137045 members 
Entering Unmasked Estep 
Score: -39293748.000000 Penalty: 6293.135254
	Iteration 3Q: 3 clusters Score -3.929375e+07 nChanged 16276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201834 members 
Mstep: Class 2 contains 121931 members 
Entering Unmasked Estep 
Score: -39299168.000000 Penalty: 6293.135254
	Iteration 4F: 3 clusters Score -3.929917e+07 nChanged 22352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223216 members 
Mstep: Class 2 contains 100549 members 
Entering Unmasked Estep 
Score: -39308648.000000 Penalty: 6293.135254
	Iteration 5F: 3 clusters Score -3.930865e+07 nChanged 26439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248745 members 
Mstep: Class 2 contains 75020 members 
Entering Unmasked Estep 
Score: -39322288.000000 Penalty: 6293.135254
	Iteration 6F: 3 clusters Score -3.932229e+07 nChanged 25216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273301 members 
Mstep: Class 2 contains 50464 members 
Entering Unmasked Estep 
Score: -39338100.000000 Penalty: 6293.135254
	Iteration 7F: 3 clusters Score -3.93381e+07 nChanged 19411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292166 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -39352212.000000 Penalty: 6293.135254
	Iteration 8F: 3 clusters Score -3.935221e+07 nChanged 12051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303693 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -39362508.000000 Penalty: 6293.135254
	Iteration 9Q: 3 clusters Score -3.936251e+07 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309846 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -39368696.000000 Penalty: 6293.135254
	Iteration 10Q: 3 clusters Score -3.93687e+07 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313001 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -39372112.000000 Penalty: 6293.135254
	Iteration 11Q: 3 clusters Score -3.937211e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314623 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -39374176.000000 Penalty: 6293.135254
	Iteration 12Q: 3 clusters Score -3.937418e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315544 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -39375444.000000 Penalty: 6293.135254
	Iteration 13Q: 3 clusters Score -3.937544e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316047 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -39376336.000000 Penalty: 6293.135254
	Iteration 14Q: 3 clusters Score -3.937634e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316343 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -39376988.000000 Penalty: 6293.135254
	Iteration 15Q: 3 clusters Score -3.937699e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316515 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -39377508.000000 Penalty: 6293.135254
	Iteration 16Q: 3 clusters Score -3.937751e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316632 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -39378084.000000 Penalty: 6293.135254
	Iteration 17Q: 3 clusters Score -3.937808e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316668 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -39378376.000000 Penalty: 6293.135254
	Iteration 18Q: 3 clusters Score -3.937838e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316698 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -39378696.000000 Penalty: 6293.135254
	Iteration 19Q: 3 clusters Score -3.93787e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316733 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -39378924.000000 Penalty: 6293.135254
	Iteration 20F: 3 clusters Score -3.937892e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316772 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -39379096.000000 Penalty: 6293.135254
	Iteration 21Q: 3 clusters Score -3.93791e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316804 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -39379184.000000 Penalty: 6293.135254
	Iteration 22Q: 3 clusters Score -3.937918e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316840 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -39379316.000000 Penalty: 6293.135254
	Iteration 23Q: 3 clusters Score -3.937932e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316858 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -39379372.000000 Penalty: 6293.135254
	Iteration 24Q: 3 clusters Score -3.937937e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316865 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -39379472.000000 Penalty: 6293.135254
	Iteration 25Q: 3 clusters Score -3.937947e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316866 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -39379560.000000 Penalty: 6293.135254
	Iteration 26Q: 3 clusters Score -3.937956e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316876 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -39379580.000000 Penalty: 6293.135254
	Iteration 27Q: 3 clusters Score -3.937958e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316871 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -39379572.000000 Penalty: 6293.135254
	Iteration 28Q: 3 clusters Score -3.937957e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316873 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -39379608.000000 Penalty: 6293.135254
	Iteration 29Q: 3 clusters Score -3.937961e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316873 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -39379624.000000 Penalty: 6293.135254
	Iteration 30Q: 3 clusters Score -3.937962e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316870 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -39379628.000000 Penalty: 6293.135254
	Iteration 31Q: 3 clusters Score -3.937963e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316856 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -39379664.000000 Penalty: 6293.135254
	Iteration 32Q: 3 clusters Score -3.937966e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316842 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -39379692.000000 Penalty: 6293.135254
	Iteration 33Q: 3 clusters Score -3.937969e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316831 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -39379672.000000 Penalty: 6293.135254
	Iteration 34Q: 3 clusters Score -3.937967e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316826 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -39379688.000000 Penalty: 6293.135254
	Iteration 35Q: 3 clusters Score -3.937969e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316826 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -39379692.000000 Penalty: 6293.135254
	Iteration 36Q: 3 clusters Score -3.937969e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316827 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -39379680.000000 Penalty: 6293.135254
	Iteration 37Q: 3 clusters Score -3.937968e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316825 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -39379696.000000 Penalty: 6293.135254
	Iteration 38Q: 3 clusters Score -3.93797e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316828 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -39379676.000000 Penalty: 6293.135254
	Iteration 39Q: 3 clusters Score -3.937968e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316823 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -39379676.000000 Penalty: 6293.135254
	Iteration 40F: 3 clusters Score -3.937968e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316823 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -39379704.000000 Penalty: 6293.135254
	Iteration 41Q: 3 clusters Score -3.93797e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316827 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -39379712.000000 Penalty: 6293.135254
	Iteration 42Q: 3 clusters Score -3.937971e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316827 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -39379716.000000 Penalty: 6293.135254
	Iteration 43Q: 3 clusters Score -3.937972e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316825 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -39379728.000000 Penalty: 6293.135254
	Iteration 44Q: 3 clusters Score -3.937973e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316826 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -39379728.000000 Penalty: 6293.135254
	Iteration 45Q: 3 clusters Score -3.937973e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316824 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -39379724.000000 Penalty: 6293.135254
	Iteration 46Q: 3 clusters Score -3.937972e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316825 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -39379716.000000 Penalty: 6293.135254
	Iteration 47Q: 3 clusters Score -3.937972e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316824 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -39379716.000000 Penalty: 6293.135254
	Iteration 48Q: 3 clusters Score -3.937972e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316824 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -39379716.000000 Penalty: 6293.135254
	Iteration 49F: 3 clusters Score -3.937972e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -30091.097656 Penalty: 1444.115356
	Iteration 0F: 2 clusters Score -30091.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -28752.638672 Penalty: 2888.230713
	Iteration 0F: 3 clusters Score -28752.64 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -28940.080078 Penalty: 2888.230713
	Iteration 1F: 3 clusters Score -28940.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -29002.496094 Penalty: 2888.230713
	Iteration 2Q: 3 clusters Score -29002.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -29128.152344 Penalty: 2888.230713
	Iteration 3F: 3 clusters Score -29128.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -29170.595703 Penalty: 2888.230713
	Iteration 4Q: 3 clusters Score -29170.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -29184.710938 Penalty: 2888.230713
	Iteration 5Q: 3 clusters Score -29184.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -29187.478516 Penalty: 2888.230713
	Iteration 6Q: 3 clusters Score -29187.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -29187.478516 Penalty: 2888.230713
	Iteration 7F: 3 clusters Score -29187.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (41168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41168 members 
Entering Unmasked Estep 
Score: -5000437.500000 Penalty: 2635.103271
	Iteration 0F: 2 clusters Score -5000438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -4972657.500000 Penalty: 5270.206543
	Iteration 0F: 3 clusters Score -4972658 nChanged 18866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -4982823.000000 Penalty: 5270.206543
	Iteration 1F: 3 clusters Score -4982823 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -4983516.500000 Penalty: 5270.206543
	Iteration 2Q: 3 clusters Score -4983516 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -4984506.000000 Penalty: 5270.206543
	Iteration 3Q: 3 clusters Score -4984506 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -4985902.500000 Penalty: 5270.206543
	Iteration 4F: 3 clusters Score -4985902 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 24598 members 
Entering Unmasked Estep 
Score: -4987876.000000 Penalty: 5270.206543
	Iteration 5F: 3 clusters Score -4987876 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -4990101.500000 Penalty: 5270.206543
	Iteration 6F: 3 clusters Score -4990102 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 27639 members 
Entering Unmasked Estep 
Score: -4992150.000000 Penalty: 5270.206543
	Iteration 7F: 3 clusters Score -4992150 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 28916 members 
Entering Unmasked Estep 
Score: -4993638.000000 Penalty: 5270.206543
	Iteration 8F: 3 clusters Score -4993638 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 29969 members 
Entering Unmasked Estep 
Score: -4994665.500000 Penalty: 5270.206543
	Iteration 9Q: 3 clusters Score -4994666 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -4995320.000000 Penalty: 5270.206543
	Iteration 10Q: 3 clusters Score -4995320 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
Score: -4995700.000000 Penalty: 5270.206543
	Iteration 11Q: 3 clusters Score -4995700 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 32084 members 
Entering Unmasked Estep 
Score: -4996040.000000 Penalty: 5270.206543
	Iteration 12Q: 3 clusters Score -4996040 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -4996305.000000 Penalty: 5270.206543
	Iteration 13Q: 3 clusters Score -4996305 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 33126 members 
Entering Unmasked Estep 
Score: -4996520.500000 Penalty: 5270.206543
	Iteration 14Q: 3 clusters Score -4996520 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 33593 members 
Entering Unmasked Estep 
Score: -4996680.000000 Penalty: 5270.206543
	Iteration 15Q: 3 clusters Score -4996680 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 34046 members 
Entering Unmasked Estep 
Score: -4996828.500000 Penalty: 5270.206543
	Iteration 16Q: 3 clusters Score -4996828 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 34501 members 
Entering Unmasked Estep 
Score: -4997010.500000 Penalty: 5270.206543
	Iteration 17Q: 3 clusters Score -4997010 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 34955 members 
Entering Unmasked Estep 
Score: -4997189.000000 Penalty: 5270.206543
	Iteration 18Q: 3 clusters Score -4997189 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 35348 members 
Entering Unmasked Estep 
Score: -4997339.000000 Penalty: 5270.206543
	Iteration 19Q: 3 clusters Score -4997339 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -4997479.500000 Penalty: 5270.206543
	Iteration 20F: 3 clusters Score -4997480 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 36082 members 
Entering Unmasked Estep 
Score: -4997622.500000 Penalty: 5270.206543
	Iteration 21Q: 3 clusters Score -4997622 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 36415 members 
Entering Unmasked Estep 
Score: -4997752.500000 Penalty: 5270.206543
	Iteration 22Q: 3 clusters Score -4997752 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 36700 members 
Entering Unmasked Estep 
Score: -4997866.500000 Penalty: 5270.206543
	Iteration 23Q: 3 clusters Score -4997866 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 36945 members 
Entering Unmasked Estep 
Score: -4997957.500000 Penalty: 5270.206543
	Iteration 24Q: 3 clusters Score -4997958 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 37150 members 
Entering Unmasked Estep 
Score: -4998007.000000 Penalty: 5270.206543
	Iteration 25Q: 3 clusters Score -4998007 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 37318 members 
Entering Unmasked Estep 
Score: -4998073.000000 Penalty: 5270.206543
	Iteration 26Q: 3 clusters Score -4998073 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 37481 members 
Entering Unmasked Estep 
Score: -4998115.000000 Penalty: 5270.206543
	Iteration 27Q: 3 clusters Score -4998115 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 37627 members 
Entering Unmasked Estep 
Score: -4998168.000000 Penalty: 5270.206543
	Iteration 28Q: 3 clusters Score -4998168 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 37756 members 
Entering Unmasked Estep 
Score: -4998196.000000 Penalty: 5270.206543
	Iteration 29Q: 3 clusters Score -4998196 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -4998232.500000 Penalty: 5270.206543
	Iteration 30Q: 3 clusters Score -4998232 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 37991 members 
Entering Unmasked Estep 
Score: -4998265.500000 Penalty: 5270.206543
	Iteration 31Q: 3 clusters Score -4998266 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 38085 members 
Entering Unmasked Estep 
Score: -4998272.500000 Penalty: 5270.206543
	Iteration 32Q: 3 clusters Score -4998272 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 38170 members 
Entering Unmasked Estep 
Score: -4998306.500000 Penalty: 5270.206543
	Iteration 33Q: 3 clusters Score -4998306 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 38263 members 
Entering Unmasked Estep 
Score: -4998330.000000 Penalty: 5270.206543
	Iteration 34Q: 3 clusters Score -4998330 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 38346 members 
Entering Unmasked Estep 
Score: -4998352.000000 Penalty: 5270.206543
	Iteration 35Q: 3 clusters Score -4998352 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 38420 members 
Entering Unmasked Estep 
Score: -4998387.000000 Penalty: 5270.206543
	Iteration 36Q: 3 clusters Score -4998387 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 38491 members 
Entering Unmasked Estep 
Score: -4998414.000000 Penalty: 5270.206543
	Iteration 37Q: 3 clusters Score -4998414 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 38548 members 
Entering Unmasked Estep 
Score: -4998424.000000 Penalty: 5270.206543
	Iteration 38Q: 3 clusters Score -4998424 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 38589 members 
Entering Unmasked Estep 
Score: -4998442.000000 Penalty: 5270.206543
	Iteration 39Q: 3 clusters Score -4998442 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 38623 members 
Entering Unmasked Estep 
Score: -4998449.000000 Penalty: 5270.206543
	Iteration 40F: 3 clusters Score -4998449 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 38656 members 
Entering Unmasked Estep 
Score: -4998448.500000 Penalty: 5270.206543
	Iteration 41Q: 3 clusters Score -4998448 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -4998470.000000 Penalty: 5270.206543
	Iteration 42Q: 3 clusters Score -4998470 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 38718 members 
Entering Unmasked Estep 
Score: -4998486.000000 Penalty: 5270.206543
	Iteration 43Q: 3 clusters Score -4998486 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 38755 members 
Entering Unmasked Estep 
Score: -4998498.000000 Penalty: 5270.206543
	Iteration 44Q: 3 clusters Score -4998498 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 38789 members 
Entering Unmasked Estep 
Score: -4998500.500000 Penalty: 5270.206543
	Iteration 45Q: 3 clusters Score -4998500 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -4998516.000000 Penalty: 5270.206543
	Iteration 46Q: 3 clusters Score -4998516 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 38856 members 
Entering Unmasked Estep 
Score: -4998514.500000 Penalty: 5270.206543
	Iteration 47Q: 3 clusters Score -4998514 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 38884 members 
Entering Unmasked Estep 
Score: -4998519.000000 Penalty: 5270.206543
	Iteration 48Q: 3 clusters Score -4998519 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 38908 members 
Entering Unmasked Estep 
Score: -4998526.500000 Penalty: 5270.206543
	Iteration 49Q: 3 clusters Score -4998526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 38926 members 
Entering Unmasked Estep 
Score: -4998537.500000 Penalty: 5270.206543
	Iteration 50Q: 3 clusters Score -4998538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 38945 members 
Entering Unmasked Estep 
Score: -4998550.500000 Penalty: 5270.206543
	Iteration 51Q: 3 clusters Score -4998550 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 38969 members 
Entering Unmasked Estep 
Score: -4998557.500000 Penalty: 5270.206543
	Iteration 52Q: 3 clusters Score -4998558 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 38993 members 
Entering Unmasked Estep 
Score: -4998566.000000 Penalty: 5270.206543
	Iteration 53Q: 3 clusters Score -4998566 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 39018 members 
Entering Unmasked Estep 
Score: -4998579.000000 Penalty: 5270.206543
	Iteration 54Q: 3 clusters Score -4998579 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 39043 members 
Entering Unmasked Estep 
Score: -4998581.000000 Penalty: 5270.206543
	Iteration 55Q: 3 clusters Score -4998581 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 39060 members 
Entering Unmasked Estep 
Score: -4998580.000000 Penalty: 5270.206543
	Iteration 56Q: 3 clusters Score -4998580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 39075 members 
Entering Unmasked Estep 
Score: -4998585.000000 Penalty: 5270.206543
	Iteration 57Q: 3 clusters Score -4998585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 39087 members 
Entering Unmasked Estep 
Score: -4998585.500000 Penalty: 5270.206543
	Iteration 58Q: 3 clusters Score -4998586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 39096 members 
Entering Unmasked Estep 
Score: -4998581.500000 Penalty: 5270.206543
	Iteration 59Q: 3 clusters Score -4998582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 39103 members 
Entering Unmasked Estep 
Score: -4998581.000000 Penalty: 5270.206543
	Iteration 60F: 3 clusters Score -4998581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 39107 members 
Entering Unmasked Estep 
Score: -4998583.500000 Penalty: 5270.206543
	Iteration 61Q: 3 clusters Score -4998584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 39111 members 
Entering Unmasked Estep 
Score: -4998586.500000 Penalty: 5270.206543
	Iteration 62Q: 3 clusters Score -4998586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 39116 members 
Entering Unmasked Estep 
Score: -4998587.000000 Penalty: 5270.206543
	Iteration 63Q: 3 clusters Score -4998587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 39122 members 
Entering Unmasked Estep 
Score: -4998589.500000 Penalty: 5270.206543
	Iteration 64Q: 3 clusters Score -4998590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -4998581.000000 Penalty: 5270.206543
	Iteration 65Q: 3 clusters Score -4998581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 39132 members 
Entering Unmasked Estep 
Score: -4998580.000000 Penalty: 5270.206543
	Iteration 66Q: 3 clusters Score -4998580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 39139 members 
Entering Unmasked Estep 
Score: -4998585.000000 Penalty: 5270.206543
	Iteration 67Q: 3 clusters Score -4998585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 39146 members 
Entering Unmasked Estep 
Score: -4998593.500000 Penalty: 5270.206543
	Iteration 68Q: 3 clusters Score -4998594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 39151 members 
Entering Unmasked Estep 
Score: -4998586.500000 Penalty: 5270.206543
	Iteration 69Q: 3 clusters Score -4998586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 39158 members 
Entering Unmasked Estep 
Score: -4998591.500000 Penalty: 5270.206543
	Iteration 70Q: 3 clusters Score -4998592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 39166 members 
Entering Unmasked Estep 
Score: -4998594.500000 Penalty: 5270.206543
	Iteration 71Q: 3 clusters Score -4998594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 39174 members 
Entering Unmasked Estep 
Score: -4998609.500000 Penalty: 5270.206543
	Iteration 72Q: 3 clusters Score -4998610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 39177 members 
Entering Unmasked Estep 
Score: -4998606.000000 Penalty: 5270.206543
	Iteration 73Q: 3 clusters Score -4998606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 39180 members 
Entering Unmasked Estep 
Score: -4998604.000000 Penalty: 5270.206543
	Iteration 74Q: 3 clusters Score -4998604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 39183 members 
Entering Unmasked Estep 
Score: -4998605.500000 Penalty: 5270.206543
	Iteration 75Q: 3 clusters Score -4998606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 39185 members 
Entering Unmasked Estep 
Score: -4998602.000000 Penalty: 5270.206543
	Iteration 76Q: 3 clusters Score -4998602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 39187 members 
Entering Unmasked Estep 
Score: -4998603.000000 Penalty: 5270.206543
	Iteration 77Q: 3 clusters Score -4998603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 39190 members 
Entering Unmasked Estep 
Score: -4998598.500000 Penalty: 5270.206543
	Iteration 78Q: 3 clusters Score -4998598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 39194 members 
Entering Unmasked Estep 
Score: -4998598.500000 Penalty: 5270.206543
	Iteration 79Q: 3 clusters Score -4998598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 39197 members 
Entering Unmasked Estep 
Score: -4998598.500000 Penalty: 5270.206543
	Iteration 80F: 3 clusters Score -4998598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 39198 members 
Entering Unmasked Estep 
Score: -4998598.500000 Penalty: 5270.206543
	Iteration 81Q: 3 clusters Score -4998598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 39201 members 
Entering Unmasked Estep 
Score: -4998598.500000 Penalty: 5270.206543
	Iteration 82Q: 3 clusters Score -4998598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 39202 members 
Entering Unmasked Estep 
Score: -4998592.500000 Penalty: 5270.206543
	Iteration 83Q: 3 clusters Score -4998592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 39202 members 
Entering Unmasked Estep 
Score: -4998592.500000 Penalty: 5270.206543
	Iteration 84F: 3 clusters Score -4998592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (43400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43400 members 
Entering Unmasked Estep 
Score: -4948075.500000 Penalty: 2648.197266
	Iteration 0F: 2 clusters Score -4948076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -4918892.000000 Penalty: 5296.394531
	Iteration 0F: 3 clusters Score -4918892 nChanged 19970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -4930638.500000 Penalty: 5296.394531
	Iteration 1F: 3 clusters Score -4930638 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -4931833.500000 Penalty: 5296.394531
	Iteration 2F: 3 clusters Score -4931834 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -4933127.000000 Penalty: 5296.394531
	Iteration 3F: 3 clusters Score -4933127 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -4934595.500000 Penalty: 5296.394531
	Iteration 4F: 3 clusters Score -4934596 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -4936230.500000 Penalty: 5296.394531
	Iteration 5F: 3 clusters Score -4936230 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -4938019.000000 Penalty: 5296.394531
	Iteration 6F: 3 clusters Score -4938019 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -4939900.500000 Penalty: 5296.394531
	Iteration 7F: 3 clusters Score -4939900 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -4941539.500000 Penalty: 5296.394531
	Iteration 8F: 3 clusters Score -4941540 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -4942852.000000 Penalty: 5296.394531
	Iteration 9Q: 3 clusters Score -4942852 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -4943710.500000 Penalty: 5296.394531
	Iteration 10Q: 3 clusters Score -4943710 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -4944255.500000 Penalty: 5296.394531
	Iteration 11Q: 3 clusters Score -4944256 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -4944595.000000 Penalty: 5296.394531
	Iteration 12Q: 3 clusters Score -4944595 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -4944844.000000 Penalty: 5296.394531
	Iteration 13Q: 3 clusters Score -4944844 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -4944971.500000 Penalty: 5296.394531
	Iteration 14Q: 3 clusters Score -4944972 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -4945056.000000 Penalty: 5296.394531
	Iteration 15Q: 3 clusters Score -4945056 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -4945105.000000 Penalty: 5296.394531
	Iteration 16Q: 3 clusters Score -4945105 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -4945154.500000 Penalty: 5296.394531
	Iteration 17Q: 3 clusters Score -4945154 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -4945215.500000 Penalty: 5296.394531
	Iteration 18Q: 3 clusters Score -4945216 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -4945229.500000 Penalty: 5296.394531
	Iteration 19Q: 3 clusters Score -4945230 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -4945235.000000 Penalty: 5296.394531
	Iteration 20F: 3 clusters Score -4945235 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -4945262.000000 Penalty: 5296.394531
	Iteration 21Q: 3 clusters Score -4945262 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -4945247.500000 Penalty: 5296.394531
	Iteration 22Q: 3 clusters Score -4945248 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -4945267.500000 Penalty: 5296.394531
	Iteration 23Q: 3 clusters Score -4945268 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -4945276.500000 Penalty: 5296.394531
	Iteration 24Q: 3 clusters Score -4945276 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -4945290.500000 Penalty: 5296.394531
	Iteration 25Q: 3 clusters Score -4945290 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -4945296.500000 Penalty: 5296.394531
	Iteration 26Q: 3 clusters Score -4945296 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -4945284.000000 Penalty: 5296.394531
	Iteration 27Q: 3 clusters Score -4945284 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -4945302.500000 Penalty: 5296.394531
	Iteration 28Q: 3 clusters Score -4945302 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -4945319.000000 Penalty: 5296.394531
	Iteration 29Q: 3 clusters Score -4945319 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -4945334.500000 Penalty: 5296.394531
	Iteration 30Q: 3 clusters Score -4945334 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -4945327.000000 Penalty: 5296.394531
	Iteration 31Q: 3 clusters Score -4945327 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -4945329.500000 Penalty: 5296.394531
	Iteration 32Q: 3 clusters Score -4945330 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -4945344.000000 Penalty: 5296.394531
	Iteration 33Q: 3 clusters Score -4945344 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -4945345.500000 Penalty: 5296.394531
	Iteration 34Q: 3 clusters Score -4945346 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -4945352.000000 Penalty: 5296.394531
	Iteration 35Q: 3 clusters Score -4945352 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -4945347.000000 Penalty: 5296.394531
	Iteration 36Q: 3 clusters Score -4945347 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -4945356.500000 Penalty: 5296.394531
	Iteration 37Q: 3 clusters Score -4945356 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -4945348.500000 Penalty: 5296.394531
	Iteration 38Q: 3 clusters Score -4945348 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -4945348.000000 Penalty: 5296.394531
	Iteration 39Q: 3 clusters Score -4945348 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -4945351.000000 Penalty: 5296.394531
	Iteration 40F: 3 clusters Score -4945351 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -4945353.000000 Penalty: 5296.394531
	Iteration 41Q: 3 clusters Score -4945353 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -4945358.500000 Penalty: 5296.394531
	Iteration 42Q: 3 clusters Score -4945358 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -4945355.500000 Penalty: 5296.394531
	Iteration 43Q: 3 clusters Score -4945356 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -4945370.500000 Penalty: 5296.394531
	Iteration 44Q: 3 clusters Score -4945370 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -4945372.000000 Penalty: 5296.394531
	Iteration 45Q: 3 clusters Score -4945372 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -4945369.000000 Penalty: 5296.394531
	Iteration 46Q: 3 clusters Score -4945369 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -4945375.500000 Penalty: 5296.394531
	Iteration 47Q: 3 clusters Score -4945376 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -4945379.500000 Penalty: 5296.394531
	Iteration 48Q: 3 clusters Score -4945380 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -4945386.000000 Penalty: 5296.394531
	Iteration 49Q: 3 clusters Score -4945386 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -4945380.500000 Penalty: 5296.394531
	Iteration 50Q: 3 clusters Score -4945380 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -4945383.000000 Penalty: 5296.394531
	Iteration 51Q: 3 clusters Score -4945383 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -4945385.500000 Penalty: 5296.394531
	Iteration 52Q: 3 clusters Score -4945386 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -4945392.000000 Penalty: 5296.394531
	Iteration 53Q: 3 clusters Score -4945392 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -4945399.500000 Penalty: 5296.394531
	Iteration 54Q: 3 clusters Score -4945400 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -4945403.500000 Penalty: 5296.394531
	Iteration 55Q: 3 clusters Score -4945404 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -4945404.000000 Penalty: 5296.394531
	Iteration 56Q: 3 clusters Score -4945404 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -4945418.000000 Penalty: 5296.394531
	Iteration 57Q: 3 clusters Score -4945418 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -4945408.500000 Penalty: 5296.394531
	Iteration 58Q: 3 clusters Score -4945408 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -4945398.000000 Penalty: 5296.394531
	Iteration 59Q: 3 clusters Score -4945398 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4945396 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4945400 nChanged 33
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Mstep: Class 2 contains 19658 members 
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Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 19631 members 
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	Iteration 63Q: 3 clusters Score -4945394 nChanged 31
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Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 19528 members 
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Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 19390 members 
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Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 19321 members 
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Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24110 members 
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Mstep: Class 1 contains 24135 members 
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Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 19230 members 
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Mstep: Class 1 contains 24181 members 
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Mstep: Class 1 contains 24191 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 24199 members 
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	Iteration 84Q: 3 clusters Score -4945434 nChanged 14
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Mstep: Class 1 contains 24233 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 19147 members 
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Mstep: Class 1 contains 24275 members 
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Mstep: Class 1 contains 24299 members 
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Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 19057 members 
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Mstep: Class 1 contains 24370 members 
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Mstep: Class 1 contains 24430 members 
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Mstep: Class 1 contains 24548 members 
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Mstep: Class 1 contains 24561 members 
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Mstep: Class 1 contains 24576 members 
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Mstep: Class 1 contains 24590 members 
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Mstep: Class 1 contains 24602 members 
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Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 18791 members 
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	Iteration 108Q: 3 clusters Score -4945456 nChanged 11
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	Iteration 112Q: 3 clusters Score -4945451 nChanged 10
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	Iteration 114Q: 3 clusters Score -4945444 nChanged 4
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	Iteration 115Q: 3 clusters Score -4945438 nChanged 4
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	Iteration 117Q: 3 clusters Score -4945442 nChanged 8
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	Iteration 120F: 3 clusters Score -4945442 nChanged 12
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Mstep: Class 1 contains 24771 members 
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Mstep: Class 2 contains 17887 members 
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	Iteration 153Q: 3 clusters Score -4945491 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -4945504 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -4945510 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -4945513 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -4945520 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -4945528 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -4945542 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -4945535 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -4945542 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -4945554 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -4945562 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -4945567 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -4945580 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -4945592 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -4945596 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -4945598 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -4945598 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -4945607 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -4945608 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -4945616 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -4945625 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -4945622 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -4945644 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -4945650 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -4945658 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -4945655 nChanged 58
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
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Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -4945656 nChanged 66
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -4945654 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -4945662 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -4945654 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -4945667 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -4945666 nChanged 49
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Mstep: Class 1 contains 27528 members 
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -4945682 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27573 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -4945696 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -4945687 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -4945690 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -4945698 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -4945692 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -4945690 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -4945689 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27891 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -4945692 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -4945694 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -4945700 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -4945704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28033 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -4945716 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -4945721 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -4945727 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -4945720 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -4945720 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -4945718 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -4945708 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -4945720 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -4945718 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -4945728 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -4945744 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -4945740 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -4945750 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -4945761 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -4945754 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28697 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -4945758 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -4945734 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -4945748 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -4945754 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28865 members 
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Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -4945773 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28916 members 
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Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -4945768 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -4945762 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -4945760 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -4945784 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -4945786 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -4945796 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -4945799 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29225 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -4945798 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29248 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -4945803 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -4945803 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29291 members 
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Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -4945797 nChanged 8
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Mstep: Class 1 contains 29297 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -4945801 nChanged 9
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Mstep: Class 1 contains 29304 members 
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Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -4945804 nChanged 10
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Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -4945794 nChanged 10
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Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -4945802 nChanged 17
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Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -4945798 nChanged 16
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Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -4945810 nChanged 17
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Mstep: Class 1 contains 29372 members 
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Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -4945802 nChanged 16
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Mstep: Class 1 contains 29388 members 
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Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -4945802 nChanged 23
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Mstep: Class 1 contains 29411 members 
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Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -4945807 nChanged 17
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	Iteration 238Q: 3 clusters Score -4945802 nChanged 20
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	Iteration 239Q: 3 clusters Score -4945797 nChanged 20
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Mstep: Class 1 contains 29468 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 29485 members 
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Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -4945800 nChanged 16
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Mstep: Class 1 contains 29501 members 
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	Iteration 243Q: 3 clusters Score -4945801 nChanged 24
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Mstep: Class 1 contains 29551 members 
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Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -4945788 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -4945800.000000 Penalty: 5296.394531
	Iteration 247Q: 3 clusters Score -4945800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29627 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -4945796.500000 Penalty: 5296.394531
	Iteration 248Q: 3 clusters Score -4945796 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -4945805.500000 Penalty: 5296.394531
	Iteration 249Q: 3 clusters Score -4945806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -4945800.500000 Penalty: 5296.394531
	Iteration 250Q: 3 clusters Score -4945800 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -4945812.500000 Penalty: 5296.394531
	Iteration 251Q: 3 clusters Score -4945812 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29703 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -4945814.500000 Penalty: 5296.394531
	Iteration 252Q: 3 clusters Score -4945814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29718 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -4945810.000000 Penalty: 5296.394531
	Iteration 253Q: 3 clusters Score -4945810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -4945807.500000 Penalty: 5296.394531
	Iteration 254Q: 3 clusters Score -4945808 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -4945805.000000 Penalty: 5296.394531
	Iteration 255Q: 3 clusters Score -4945805 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29768 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -4945807.500000 Penalty: 5296.394531
	Iteration 256Q: 3 clusters Score -4945808 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29790 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -4945803.500000 Penalty: 5296.394531
	Iteration 257Q: 3 clusters Score -4945804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -4945801.000000 Penalty: 5296.394531
	Iteration 258Q: 3 clusters Score -4945801 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29812 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -4945803.000000 Penalty: 5296.394531
	Iteration 259Q: 3 clusters Score -4945803 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29826 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -4945806.000000 Penalty: 5296.394531
	Iteration 260F: 3 clusters Score -4945806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -4945822.000000 Penalty: 5296.394531
	Iteration 261Q: 3 clusters Score -4945822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -4945814.500000 Penalty: 5296.394531
	Iteration 262Q: 3 clusters Score -4945814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29872 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -4945819.500000 Penalty: 5296.394531
	Iteration 263Q: 3 clusters Score -4945820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -4945816.000000 Penalty: 5296.394531
	Iteration 264Q: 3 clusters Score -4945816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29900 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -4945799.500000 Penalty: 5296.394531
	Iteration 265Q: 3 clusters Score -4945800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29913 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -4945803.000000 Penalty: 5296.394531
	Iteration 266Q: 3 clusters Score -4945803 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29925 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -4945802.000000 Penalty: 5296.394531
	Iteration 267Q: 3 clusters Score -4945802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -4945804.000000 Penalty: 5296.394531
	Iteration 268Q: 3 clusters Score -4945804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -4945811.500000 Penalty: 5296.394531
	Iteration 269Q: 3 clusters Score -4945812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29961 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -4945808.500000 Penalty: 5296.394531
	Iteration 270Q: 3 clusters Score -4945808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29971 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -4945807.000000 Penalty: 5296.394531
	Iteration 271Q: 3 clusters Score -4945807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29981 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -4945813.500000 Penalty: 5296.394531
	Iteration 272Q: 3 clusters Score -4945814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -4945814.000000 Penalty: 5296.394531
	Iteration 273Q: 3 clusters Score -4945814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -4945815.000000 Penalty: 5296.394531
	Iteration 274Q: 3 clusters Score -4945815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -4945810.500000 Penalty: 5296.394531
	Iteration 275Q: 3 clusters Score -4945810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30005 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -4945810.000000 Penalty: 5296.394531
	Iteration 276Q: 3 clusters Score -4945810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -4945823.000000 Penalty: 5296.394531
	Iteration 277Q: 3 clusters Score -4945823 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -4945832.000000 Penalty: 5296.394531
	Iteration 278Q: 3 clusters Score -4945832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30043 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -4945831.000000 Penalty: 5296.394531
	Iteration 279Q: 3 clusters Score -4945831 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30064 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -4945821.000000 Penalty: 5296.394531
	Iteration 280F: 3 clusters Score -4945821 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -4945828.000000 Penalty: 5296.394531
	Iteration 281Q: 3 clusters Score -4945828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -4945837.500000 Penalty: 5296.394531
	Iteration 282Q: 3 clusters Score -4945838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -4945836.500000 Penalty: 5296.394531
	Iteration 283Q: 3 clusters Score -4945836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30104 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -4945836.500000 Penalty: 5296.394531
	Iteration 284Q: 3 clusters Score -4945836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -4945831.500000 Penalty: 5296.394531
	Iteration 285Q: 3 clusters Score -4945832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30121 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -4945835.000000 Penalty: 5296.394531
	Iteration 286Q: 3 clusters Score -4945835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -4945835.000000 Penalty: 5296.394531
	Iteration 287Q: 3 clusters Score -4945835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -4945835.500000 Penalty: 5296.394531
	Iteration 288Q: 3 clusters Score -4945836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30141 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -4945838.000000 Penalty: 5296.394531
	Iteration 289Q: 3 clusters Score -4945838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -4945839.000000 Penalty: 5296.394531
	Iteration 290Q: 3 clusters Score -4945839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30150 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -4945838.000000 Penalty: 5296.394531
	Iteration 291Q: 3 clusters Score -4945838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -4945838.000000 Penalty: 5296.394531
	Iteration 292Q: 3 clusters Score -4945838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -4945847.000000 Penalty: 5296.394531
	Iteration 293Q: 3 clusters Score -4945847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30157 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -4945846.000000 Penalty: 5296.394531
	Iteration 294Q: 3 clusters Score -4945846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -4945845.500000 Penalty: 5296.394531
	Iteration 295Q: 3 clusters Score -4945846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -4945846.000000 Penalty: 5296.394531
	Iteration 296Q: 3 clusters Score -4945846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -4945846.000000 Penalty: 5296.394531
	Iteration 297F: 3 clusters Score -4945846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Entering Unmasked Estep 
Score: -2002035.375000 Penalty: 2425.458740
	Iteration 0F: 2 clusters Score -2002035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1989502.875000 Penalty: 4850.917480
	Iteration 0F: 3 clusters Score -1989503 nChanged 7684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1993887.875000 Penalty: 4850.917480
	Iteration 1F: 3 clusters Score -1993888 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1994589.750000 Penalty: 4850.917480
	Iteration 2F: 3 clusters Score -1994590 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1995271.000000 Penalty: 4850.917480
	Iteration 3F: 3 clusters Score -1995271 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1995987.625000 Penalty: 4850.917480
	Iteration 4F: 3 clusters Score -1995988 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1996706.500000 Penalty: 4850.917480
	Iteration 5F: 3 clusters Score -1996706 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1997333.500000 Penalty: 4850.917480
	Iteration 6F: 3 clusters Score -1997334 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1997895.625000 Penalty: 4850.917480
	Iteration 7F: 3 clusters Score -1997896 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1998296.000000 Penalty: 4850.917480
	Iteration 8Q: 3 clusters Score -1998296 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1998579.875000 Penalty: 4850.917480
	Iteration 9Q: 3 clusters Score -1998580 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1998820.750000 Penalty: 4850.917480
	Iteration 10Q: 3 clusters Score -1998821 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1999039.125000 Penalty: 4850.917480
	Iteration 11Q: 3 clusters Score -1999039 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1999237.750000 Penalty: 4850.917480
	Iteration 12Q: 3 clusters Score -1999238 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1999432.250000 Penalty: 4850.917480
	Iteration 13Q: 3 clusters Score -1999432 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1999636.750000 Penalty: 4850.917480
	Iteration 14Q: 3 clusters Score -1999637 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1999796.500000 Penalty: 4850.917480
	Iteration 15Q: 3 clusters Score -1999796 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1999910.750000 Penalty: 4850.917480
	Iteration 16Q: 3 clusters Score -1999911 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2000012.500000 Penalty: 4850.917480
	Iteration 17Q: 3 clusters Score -2000012 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2000095.750000 Penalty: 4850.917480
	Iteration 18Q: 3 clusters Score -2000096 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2000167.250000 Penalty: 4850.917480
	Iteration 19Q: 3 clusters Score -2000167 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2000215.875000 Penalty: 4850.917480
	Iteration 20F: 3 clusters Score -2000216 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2000270.125000 Penalty: 4850.917480
	Iteration 21Q: 3 clusters Score -2000270 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2000306.750000 Penalty: 4850.917480
	Iteration 22Q: 3 clusters Score -2000307 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2000335.125000 Penalty: 4850.917480
	Iteration 23Q: 3 clusters Score -2000335 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2000350.750000 Penalty: 4850.917480
	Iteration 24Q: 3 clusters Score -2000351 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2000376.875000 Penalty: 4850.917480
	Iteration 25Q: 3 clusters Score -2000377 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2000386.500000 Penalty: 4850.917480
	Iteration 26Q: 3 clusters Score -2000386 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2000400.250000 Penalty: 4850.917480
	Iteration 27Q: 3 clusters Score -2000400 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2000413.500000 Penalty: 4850.917480
	Iteration 28Q: 3 clusters Score -2000414 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2000419.000000 Penalty: 4850.917480
	Iteration 29Q: 3 clusters Score -2000419 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2000420.125000 Penalty: 4850.917480
	Iteration 30Q: 3 clusters Score -2000420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2000428.750000 Penalty: 4850.917480
	Iteration 31Q: 3 clusters Score -2000429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2000426.250000 Penalty: 4850.917480
	Iteration 32Q: 3 clusters Score -2000426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2000434.000000 Penalty: 4850.917480
	Iteration 33Q: 3 clusters Score -2000434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2000435.875000 Penalty: 4850.917480
	Iteration 34Q: 3 clusters Score -2000436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2000438.000000 Penalty: 4850.917480
	Iteration 35Q: 3 clusters Score -2000438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2000440.500000 Penalty: 4850.917480
	Iteration 36Q: 3 clusters Score -2000440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2000439.375000 Penalty: 4850.917480
	Iteration 37Q: 3 clusters Score -2000439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2000440.625000 Penalty: 4850.917480
	Iteration 38Q: 3 clusters Score -2000441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2000437.625000 Penalty: 4850.917480
	Iteration 39Q: 3 clusters Score -2000438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2000435.125000 Penalty: 4850.917480
	Iteration 40F: 3 clusters Score -2000435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2000439.625000 Penalty: 4850.917480
	Iteration 41Q: 3 clusters Score -2000440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2000442.625000 Penalty: 4850.917480
	Iteration 42Q: 3 clusters Score -2000443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2000442.625000 Penalty: 4850.917480
	Iteration 43F: 3 clusters Score -2000443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Entering Unmasked Estep 
Score: -2003749.500000 Penalty: 2407.634277
	Iteration 0F: 2 clusters Score -2003750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1991981.125000 Penalty: 4815.268555
	Iteration 0F: 3 clusters Score -1991981 nChanged 7079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1995736.625000 Penalty: 4815.268555
	Iteration 1F: 3 clusters Score -1995737 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1996112.875000 Penalty: 4815.268555
	Iteration 2F: 3 clusters Score -1996113 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1996504.250000 Penalty: 4815.268555
	Iteration 3Q: 3 clusters Score -1996504 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1996938.500000 Penalty: 4815.268555
	Iteration 4Q: 3 clusters Score -1996938 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1997399.250000 Penalty: 4815.268555
	Iteration 5Q: 3 clusters Score -1997399 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1997907.625000 Penalty: 4815.268555
	Iteration 6Q: 3 clusters Score -1997908 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1998382.500000 Penalty: 4815.268555
	Iteration 7Q: 3 clusters Score -1998382 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1998788.625000 Penalty: 4815.268555
	Iteration 8Q: 3 clusters Score -1998789 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1999133.875000 Penalty: 4815.268555
	Iteration 9Q: 3 clusters Score -1999134 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1999459.375000 Penalty: 4815.268555
	Iteration 10Q: 3 clusters Score -1999459 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1999720.250000 Penalty: 4815.268555
	Iteration 11Q: 3 clusters Score -1999720 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1999951.375000 Penalty: 4815.268555
	Iteration 12Q: 3 clusters Score -1999951 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -2000167.125000 Penalty: 4815.268555
	Iteration 13Q: 3 clusters Score -2000167 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -2000379.500000 Penalty: 4815.268555
	Iteration 14Q: 3 clusters Score -2000380 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -2000544.750000 Penalty: 4815.268555
	Iteration 15Q: 3 clusters Score -2000545 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -2000679.125000 Penalty: 4815.268555
	Iteration 16Q: 3 clusters Score -2000679 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -2000804.125000 Penalty: 4815.268555
	Iteration 17Q: 3 clusters Score -2000804 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -2000882.250000 Penalty: 4815.268555
	Iteration 18Q: 3 clusters Score -2000882 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -2000945.000000 Penalty: 4815.268555
	Iteration 19Q: 3 clusters Score -2000945 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -2000989.750000 Penalty: 4815.268555
	Iteration 20F: 3 clusters Score -2000990 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -2001005.750000 Penalty: 4815.268555
	Iteration 21Q: 3 clusters Score -2001006 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -2001035.125000 Penalty: 4815.268555
	Iteration 22Q: 3 clusters Score -2001035 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -2001052.375000 Penalty: 4815.268555
	Iteration 23Q: 3 clusters Score -2001052 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -2001066.750000 Penalty: 4815.268555
	Iteration 24Q: 3 clusters Score -2001067 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -2001076.375000 Penalty: 4815.268555
	Iteration 25Q: 3 clusters Score -2001076 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -2001080.500000 Penalty: 4815.268555
	Iteration 26Q: 3 clusters Score -2001080 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -2001086.375000 Penalty: 4815.268555
	Iteration 27Q: 3 clusters Score -2001086 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -2001091.500000 Penalty: 4815.268555
	Iteration 28Q: 3 clusters Score -2001092 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -2001096.375000 Penalty: 4815.268555
	Iteration 29Q: 3 clusters Score -2001096 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -2001106.000000 Penalty: 4815.268555
	Iteration 30Q: 3 clusters Score -2001106 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -2001107.000000 Penalty: 4815.268555
	Iteration 31Q: 3 clusters Score -2001107 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -2001120.500000 Penalty: 4815.268555
	Iteration 32Q: 3 clusters Score -2001120 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -2001122.625000 Penalty: 4815.268555
	Iteration 33Q: 3 clusters Score -2001123 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -2001126.000000 Penalty: 4815.268555
	Iteration 34Q: 3 clusters Score -2001126 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -2001130.750000 Penalty: 4815.268555
	Iteration 35Q: 3 clusters Score -2001131 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -2001137.125000 Penalty: 4815.268555
	Iteration 36Q: 3 clusters Score -2001137 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -2001144.750000 Penalty: 4815.268555
	Iteration 37Q: 3 clusters Score -2001145 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -2001150.125000 Penalty: 4815.268555
	Iteration 38Q: 3 clusters Score -2001150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -2001147.750000 Penalty: 4815.268555
	Iteration 39Q: 3 clusters Score -2001148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -2001149.750000 Penalty: 4815.268555
	Iteration 40F: 3 clusters Score -2001150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -2001151.375000 Penalty: 4815.268555
	Iteration 41Q: 3 clusters Score -2001151 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -2001156.000000 Penalty: 4815.268555
	Iteration 42Q: 3 clusters Score -2001156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -2001153.375000 Penalty: 4815.268555
	Iteration 43Q: 3 clusters Score -2001153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -2001157.250000 Penalty: 4815.268555
	Iteration 44Q: 3 clusters Score -2001157 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -2001158.125000 Penalty: 4815.268555
	Iteration 45Q: 3 clusters Score -2001158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -2001159.750000 Penalty: 4815.268555
	Iteration 46Q: 3 clusters Score -2001160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -2001162.625000 Penalty: 4815.268555
	Iteration 47Q: 3 clusters Score -2001163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -2001160.000000 Penalty: 4815.268555
	Iteration 48Q: 3 clusters Score -2001160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -2001160.750000 Penalty: 4815.268555
	Iteration 49Q: 3 clusters Score -2001161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -2001161.875000 Penalty: 4815.268555
	Iteration 50Q: 3 clusters Score -2001162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -2001161.750000 Penalty: 4815.268555
	Iteration 51Q: 3 clusters Score -2001162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -2001162.125000 Penalty: 4815.268555
	Iteration 52Q: 3 clusters Score -2001162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -2001161.625000 Penalty: 4815.268555
	Iteration 53Q: 3 clusters Score -2001162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -2001163.375000 Penalty: 4815.268555
	Iteration 54Q: 3 clusters Score -2001163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -2001164.625000 Penalty: 4815.268555
	Iteration 55Q: 3 clusters Score -2001165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -2001161.625000 Penalty: 4815.268555
	Iteration 56Q: 3 clusters Score -2001162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -2001162.000000 Penalty: 4815.268555
	Iteration 57Q: 3 clusters Score -2001162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -2001161.375000 Penalty: 4815.268555
	Iteration 58Q: 3 clusters Score -2001161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -2001161.500000 Penalty: 4815.268555
	Iteration 59Q: 3 clusters Score -2001162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -2001172.250000 Penalty: 4815.268555
	Iteration 60F: 3 clusters Score -2001172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -2001168.125000 Penalty: 4815.268555
	Iteration 61Q: 3 clusters Score -2001168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -2001169.500000 Penalty: 4815.268555
	Iteration 62Q: 3 clusters Score -2001170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -2001166.000000 Penalty: 4815.268555
	Iteration 63Q: 3 clusters Score -2001166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -2001169.000000 Penalty: 4815.268555
	Iteration 64Q: 3 clusters Score -2001169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -2001168.250000 Penalty: 4815.268555
	Iteration 65Q: 3 clusters Score -2001168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -2001166.250000 Penalty: 4815.268555
	Iteration 66Q: 3 clusters Score -2001166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -2001165.375000 Penalty: 4815.268555
	Iteration 67Q: 3 clusters Score -2001165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -2001165.000000 Penalty: 4815.268555
	Iteration 68Q: 3 clusters Score -2001165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -2001165.000000 Penalty: 4815.268555
	Iteration 69F: 3 clusters Score -2001165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Entering Unmasked Estep 
Score: -743192.312500 Penalty: 2180.137695
	Iteration 0F: 2 clusters Score -743192.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -737692.750000 Penalty: 4360.275391
	Iteration 0F: 3 clusters Score -737692.8 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -739155.000000 Penalty: 4360.275391
	Iteration 1F: 3 clusters Score -739155 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -739532.687500 Penalty: 4360.275391
	Iteration 2F: 3 clusters Score -739532.7 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -739839.000000 Penalty: 4360.275391
	Iteration 3F: 3 clusters Score -739839 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -740050.500000 Penalty: 4360.275391
	Iteration 4F: 3 clusters Score -740050.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -740193.250000 Penalty: 4360.275391
	Iteration 5Q: 3 clusters Score -740193.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -740304.125000 Penalty: 4360.275391
	Iteration 6Q: 3 clusters Score -740304.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -740401.937500 Penalty: 4360.275391
	Iteration 7Q: 3 clusters Score -740401.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -740494.125000 Penalty: 4360.275391
	Iteration 8Q: 3 clusters Score -740494.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -740586.937500 Penalty: 4360.275391
	Iteration 9Q: 3 clusters Score -740586.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -740696.125000 Penalty: 4360.275391
	Iteration 10Q: 3 clusters Score -740696.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -740791.812500 Penalty: 4360.275391
	Iteration 11Q: 3 clusters Score -740791.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -740891.000000 Penalty: 4360.275391
	Iteration 12Q: 3 clusters Score -740891 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -740955.312500 Penalty: 4360.275391
	Iteration 13Q: 3 clusters Score -740955.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -741012.687500 Penalty: 4360.275391
	Iteration 14Q: 3 clusters Score -741012.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -741062.187500 Penalty: 4360.275391
	Iteration 15Q: 3 clusters Score -741062.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -741097.062500 Penalty: 4360.275391
	Iteration 16Q: 3 clusters Score -741097.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -741131.500000 Penalty: 4360.275391
	Iteration 17Q: 3 clusters Score -741131.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -741159.125000 Penalty: 4360.275391
	Iteration 18Q: 3 clusters Score -741159.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -741190.375000 Penalty: 4360.275391
	Iteration 19Q: 3 clusters Score -741190.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -741227.312500 Penalty: 4360.275391
	Iteration 20F: 3 clusters Score -741227.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -741255.937500 Penalty: 4360.275391
	Iteration 21Q: 3 clusters Score -741255.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -741275.937500 Penalty: 4360.275391
	Iteration 22Q: 3 clusters Score -741275.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -741294.437500 Penalty: 4360.275391
	Iteration 23Q: 3 clusters Score -741294.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -741316.000000 Penalty: 4360.275391
	Iteration 24Q: 3 clusters Score -741316 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -741339.500000 Penalty: 4360.275391
	Iteration 25Q: 3 clusters Score -741339.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -741365.312500 Penalty: 4360.275391
	Iteration 26Q: 3 clusters Score -741365.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -741391.000000 Penalty: 4360.275391
	Iteration 27Q: 3 clusters Score -741391 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -741397.312500 Penalty: 4360.275391
	Iteration 28Q: 3 clusters Score -741397.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -741406.812500 Penalty: 4360.275391
	Iteration 29Q: 3 clusters Score -741406.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -741413.812500 Penalty: 4360.275391
	Iteration 30Q: 3 clusters Score -741413.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -741421.062500 Penalty: 4360.275391
	Iteration 31Q: 3 clusters Score -741421.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -741423.875000 Penalty: 4360.275391
	Iteration 32Q: 3 clusters Score -741423.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -741428.250000 Penalty: 4360.275391
	Iteration 33Q: 3 clusters Score -741428.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -741434.437500 Penalty: 4360.275391
	Iteration 34Q: 3 clusters Score -741434.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -741436.437500 Penalty: 4360.275391
	Iteration 35Q: 3 clusters Score -741436.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -741440.562500 Penalty: 4360.275391
	Iteration 36Q: 3 clusters Score -741440.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -741441.000000 Penalty: 4360.275391
	Iteration 37Q: 3 clusters Score -741441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -741443.500000 Penalty: 4360.275391
	Iteration 38Q: 3 clusters Score -741443.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -741446.250000 Penalty: 4360.275391
	Iteration 39Q: 3 clusters Score -741446.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -741447.562500 Penalty: 4360.275391
	Iteration 40F: 3 clusters Score -741447.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -741448.812500 Penalty: 4360.275391
	Iteration 41Q: 3 clusters Score -741448.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -741448.812500 Penalty: 4360.275391
	Iteration 42F: 3 clusters Score -741448.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Entering Unmasked Estep 
Score: -643596.750000 Penalty: 2143.362793
	Iteration 0F: 2 clusters Score -643596.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -638686.562500 Penalty: 4286.725586
	Iteration 0F: 3 clusters Score -638686.6 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -640032.062500 Penalty: 4286.725586
	Iteration 1F: 3 clusters Score -640032.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -640413.750000 Penalty: 4286.725586
	Iteration 2F: 3 clusters Score -640413.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -640776.937500 Penalty: 4286.725586
	Iteration 3F: 3 clusters Score -640776.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -641110.687500 Penalty: 4286.725586
	Iteration 4F: 3 clusters Score -641110.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -641344.562500 Penalty: 4286.725586
	Iteration 5F: 3 clusters Score -641344.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -641539.812500 Penalty: 4286.725586
	Iteration 6Q: 3 clusters Score -641539.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -641710.062500 Penalty: 4286.725586
	Iteration 7Q: 3 clusters Score -641710.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -641833.500000 Penalty: 4286.725586
	Iteration 8Q: 3 clusters Score -641833.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -641923.062500 Penalty: 4286.725586
	Iteration 9Q: 3 clusters Score -641923.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -641987.750000 Penalty: 4286.725586
	Iteration 10Q: 3 clusters Score -641987.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -642039.562500 Penalty: 4286.725586
	Iteration 11Q: 3 clusters Score -642039.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -642076.500000 Penalty: 4286.725586
	Iteration 12Q: 3 clusters Score -642076.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -642104.750000 Penalty: 4286.725586
	Iteration 13Q: 3 clusters Score -642104.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -642127.562500 Penalty: 4286.725586
	Iteration 14Q: 3 clusters Score -642127.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -642143.125000 Penalty: 4286.725586
	Iteration 15Q: 3 clusters Score -642143.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -642155.875000 Penalty: 4286.725586
	Iteration 16Q: 3 clusters Score -642155.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -642164.812500 Penalty: 4286.725586
	Iteration 17Q: 3 clusters Score -642164.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -642173.687500 Penalty: 4286.725586
	Iteration 18Q: 3 clusters Score -642173.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -642181.000000 Penalty: 4286.725586
	Iteration 19Q: 3 clusters Score -642181 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -642185.000000 Penalty: 4286.725586
	Iteration 20F: 3 clusters Score -642185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -642188.937500 Penalty: 4286.725586
	Iteration 21Q: 3 clusters Score -642188.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -642192.062500 Penalty: 4286.725586
	Iteration 22Q: 3 clusters Score -642192.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -642194.875000 Penalty: 4286.725586
	Iteration 23Q: 3 clusters Score -642194.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -642195.312500 Penalty: 4286.725586
	Iteration 24Q: 3 clusters Score -642195.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -642195.625000 Penalty: 4286.725586
	Iteration 25Q: 3 clusters Score -642195.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -642196.937500 Penalty: 4286.725586
	Iteration 26Q: 3 clusters Score -642196.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -642196.937500 Penalty: 4286.725586
	Iteration 27F: 3 clusters Score -642196.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (40874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40874 members 
Entering Unmasked Estep 
Score: -4764448.500000 Penalty: 2633.325928
	Iteration 0F: 2 clusters Score -4764448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -4736688.500000 Penalty: 5266.651855
	Iteration 0F: 3 clusters Score -4736688 nChanged 18823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -4747478.000000 Penalty: 5266.651855
	Iteration 1F: 3 clusters Score -4747478 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -4748414.000000 Penalty: 5266.651855
	Iteration 2F: 3 clusters Score -4748414 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -4749526.500000 Penalty: 5266.651855
	Iteration 3F: 3 clusters Score -4749526 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -4750951.500000 Penalty: 5266.651855
	Iteration 4F: 3 clusters Score -4750952 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27603 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -4752748.500000 Penalty: 5266.651855
	Iteration 5F: 3 clusters Score -4752748 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30125 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -4754762.000000 Penalty: 5266.651855
	Iteration 6F: 3 clusters Score -4754762 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32542 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -4756669.000000 Penalty: 5266.651855
	Iteration 7F: 3 clusters Score -4756669 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34608 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -4758276.500000 Penalty: 5266.651855
	Iteration 8F: 3 clusters Score -4758276 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36251 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -4759617.000000 Penalty: 5266.651855
	Iteration 9Q: 3 clusters Score -4759617 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37513 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -4760677.000000 Penalty: 5266.651855
	Iteration 10Q: 3 clusters Score -4760677 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38350 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -4761357.000000 Penalty: 5266.651855
	Iteration 11Q: 3 clusters Score -4761357 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -4761840.500000 Penalty: 5266.651855
	Iteration 12Q: 3 clusters Score -4761840 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39200 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -4762124.500000 Penalty: 5266.651855
	Iteration 13Q: 3 clusters Score -4762124 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39401 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -4762295.000000 Penalty: 5266.651855
	Iteration 14Q: 3 clusters Score -4762295 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -4762398.500000 Penalty: 5266.651855
	Iteration 15Q: 3 clusters Score -4762398 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39667 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -4762491.500000 Penalty: 5266.651855
	Iteration 16Q: 3 clusters Score -4762492 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39739 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -4762562.000000 Penalty: 5266.651855
	Iteration 17Q: 3 clusters Score -4762562 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39799 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -4762627.500000 Penalty: 5266.651855
	Iteration 18Q: 3 clusters Score -4762628 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39849 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -4762694.000000 Penalty: 5266.651855
	Iteration 19Q: 3 clusters Score -4762694 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39901 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -4762767.000000 Penalty: 5266.651855
	Iteration 20F: 3 clusters Score -4762767 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39933 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4762799.500000 Penalty: 5266.651855
	Iteration 21Q: 3 clusters Score -4762800 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39956 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -4762823.500000 Penalty: 5266.651855
	Iteration 22Q: 3 clusters Score -4762824 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39973 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -4762841.500000 Penalty: 5266.651855
	Iteration 23Q: 3 clusters Score -4762842 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4762856.500000 Penalty: 5266.651855
	Iteration 24Q: 3 clusters Score -4762856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39999 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -4762864.500000 Penalty: 5266.651855
	Iteration 25Q: 3 clusters Score -4762864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40007 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -4762873.000000 Penalty: 5266.651855
	Iteration 26Q: 3 clusters Score -4762873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40009 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -4762875.000000 Penalty: 5266.651855
	Iteration 27Q: 3 clusters Score -4762875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40013 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -4762882.500000 Penalty: 5266.651855
	Iteration 28Q: 3 clusters Score -4762882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40016 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -4762882.500000 Penalty: 5266.651855
	Iteration 29Q: 3 clusters Score -4762882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40020 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -4762882.500000 Penalty: 5266.651855
	Iteration 30Q: 3 clusters Score -4762882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40021 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4762882.500000 Penalty: 5266.651855
	Iteration 31Q: 3 clusters Score -4762882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40021 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4762882.500000 Penalty: 5266.651855
	Iteration 32F: 3 clusters Score -4762882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (29130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Entering Unmasked Estep 
Score: -3390377.250000 Penalty: 2549.322021
	Iteration 0F: 2 clusters Score -3390377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -3370423.750000 Penalty: 5098.644043
	Iteration 0F: 3 clusters Score -3370424 nChanged 13038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -3377412.250000 Penalty: 5098.644043
	Iteration 1F: 3 clusters Score -3377412 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -3377862.250000 Penalty: 5098.644043
	Iteration 2Q: 3 clusters Score -3377862 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -3378254.000000 Penalty: 5098.644043
	Iteration 3Q: 3 clusters Score -3378254 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -3378601.750000 Penalty: 5098.644043
	Iteration 4Q: 3 clusters Score -3378602 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -3379007.000000 Penalty: 5098.644043
	Iteration 5Q: 3 clusters Score -3379007 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -3379584.000000 Penalty: 5098.644043
	Iteration 6Q: 3 clusters Score -3379584 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -3380543.000000 Penalty: 5098.644043
	Iteration 7F: 3 clusters Score -3380543 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -3382068.250000 Penalty: 5098.644043
	Iteration 8F: 3 clusters Score -3382068 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -3383991.500000 Penalty: 5098.644043
	Iteration 9F: 3 clusters Score -3383992 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -3385635.250000 Penalty: 5098.644043
	Iteration 10F: 3 clusters Score -3385635 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -3386636.500000 Penalty: 5098.644043
	Iteration 11F: 3 clusters Score -3386636 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -3387184.000000 Penalty: 5098.644043
	Iteration 12Q: 3 clusters Score -3387184 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -3387499.750000 Penalty: 5098.644043
	Iteration 13Q: 3 clusters Score -3387500 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -3387673.500000 Penalty: 5098.644043
	Iteration 14Q: 3 clusters Score -3387674 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -3387870.000000 Penalty: 5098.644043
	Iteration 15Q: 3 clusters Score -3387870 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -3388070.000000 Penalty: 5098.644043
	Iteration 16Q: 3 clusters Score -3388070 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -3388255.250000 Penalty: 5098.644043
	Iteration 17Q: 3 clusters Score -3388255 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -3388497.750000 Penalty: 5098.644043
	Iteration 18Q: 3 clusters Score -3388498 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -3388772.500000 Penalty: 5098.644043
	Iteration 19Q: 3 clusters Score -3388772 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -3389058.750000 Penalty: 5098.644043
	Iteration 20F: 3 clusters Score -3389059 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -3389287.000000 Penalty: 5098.644043
	Iteration 21Q: 3 clusters Score -3389287 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -3389431.250000 Penalty: 5098.644043
	Iteration 22Q: 3 clusters Score -3389431 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -3389503.750000 Penalty: 5098.644043
	Iteration 23Q: 3 clusters Score -3389504 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -3389530.750000 Penalty: 5098.644043
	Iteration 24Q: 3 clusters Score -3389531 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -3389559.250000 Penalty: 5098.644043
	Iteration 25Q: 3 clusters Score -3389559 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 24722 members 
Entering Unmasked Estep 
Score: -3389576.250000 Penalty: 5098.644043
	Iteration 26Q: 3 clusters Score -3389576 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -3389593.250000 Penalty: 5098.644043
	Iteration 27Q: 3 clusters Score -3389593 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -3389597.000000 Penalty: 5098.644043
	Iteration 28Q: 3 clusters Score -3389597 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -3389599.250000 Penalty: 5098.644043
	Iteration 29Q: 3 clusters Score -3389599 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -3389613.000000 Penalty: 5098.644043
	Iteration 30Q: 3 clusters Score -3389613 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -3389629.500000 Penalty: 5098.644043
	Iteration 31Q: 3 clusters Score -3389630 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -3389623.750000 Penalty: 5098.644043
	Iteration 32Q: 3 clusters Score -3389624 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -3389630.250000 Penalty: 5098.644043
	Iteration 33Q: 3 clusters Score -3389630 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -3389634.250000 Penalty: 5098.644043
	Iteration 34Q: 3 clusters Score -3389634 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -3389641.500000 Penalty: 5098.644043
	Iteration 35Q: 3 clusters Score -3389642 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -3389641.500000 Penalty: 5098.644043
	Iteration 36Q: 3 clusters Score -3389642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -3389650.000000 Penalty: 5098.644043
	Iteration 37Q: 3 clusters Score -3389650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -3389649.250000 Penalty: 5098.644043
	Iteration 38Q: 3 clusters Score -3389649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -3389654.000000 Penalty: 5098.644043
	Iteration 39Q: 3 clusters Score -3389654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -3389651.250000 Penalty: 5098.644043
	Iteration 40F: 3 clusters Score -3389651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -3389648.500000 Penalty: 5098.644043
	Iteration 41Q: 3 clusters Score -3389648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -3389648.000000 Penalty: 5098.644043
	Iteration 42Q: 3 clusters Score -3389648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -3389655.500000 Penalty: 5098.644043
	Iteration 43Q: 3 clusters Score -3389656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -3389652.500000 Penalty: 5098.644043
	Iteration 44Q: 3 clusters Score -3389652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -3389651.250000 Penalty: 5098.644043
	Iteration 45Q: 3 clusters Score -3389651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -3389651.250000 Penalty: 5098.644043
	Iteration 46F: 3 clusters Score -3389651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (176100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176100 members 
Entering Unmasked Estep 
Score: -21486318.000000 Penalty: 2995.544189
	Iteration 0F: 2 clusters Score -2.148632e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88245 members 
Mstep: Class 2 contains 87855 members 
Entering Unmasked Estep 
Score: -21369020.000000 Penalty: 5991.088379
	Iteration 0F: 3 clusters Score -2.136902e+07 nChanged 84294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91955 members 
Mstep: Class 2 contains 84145 members 
Entering Unmasked Estep 
Score: -21418676.000000 Penalty: 5991.088379
	Iteration 1F: 3 clusters Score -2.141868e+07 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94712 members 
Mstep: Class 2 contains 81388 members 
Entering Unmasked Estep 
Score: -21419954.000000 Penalty: 5991.088379
	Iteration 2Q: 3 clusters Score -2.141995e+07 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99000 members 
Mstep: Class 2 contains 77100 members 
Entering Unmasked Estep 
Score: -21421840.000000 Penalty: 5991.088379
	Iteration 3Q: 3 clusters Score -2.142184e+07 nChanged 7901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105513 members 
Mstep: Class 2 contains 70587 members 
Entering Unmasked Estep 
Score: -21425448.000000 Penalty: 5991.088379
	Iteration 4Q: 3 clusters Score -2.142545e+07 nChanged 10321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114836 members 
Mstep: Class 2 contains 61264 members 
Entering Unmasked Estep 
Score: -21431756.000000 Penalty: 5991.088379
	Iteration 5F: 3 clusters Score -2.143176e+07 nChanged 13003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127071 members 
Mstep: Class 2 contains 49029 members 
Entering Unmasked Estep 
Score: -21441248.000000 Penalty: 5991.088379
	Iteration 6F: 3 clusters Score -2.144125e+07 nChanged 14149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140712 members 
Mstep: Class 2 contains 35388 members 
Entering Unmasked Estep 
Score: -21453448.000000 Penalty: 5991.088379
	Iteration 7F: 3 clusters Score -2.145345e+07 nChanged 13296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153740 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -21465414.000000 Penalty: 5991.088379
	Iteration 8F: 3 clusters Score -2.146541e+07 nChanged 10068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163724 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -21474420.000000 Penalty: 5991.088379
	Iteration 9F: 3 clusters Score -2.147442e+07 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169924 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -21479602.000000 Penalty: 5991.088379
	Iteration 10Q: 3 clusters Score -2.14796e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173107 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -21481930.000000 Penalty: 5991.088379
	Iteration 11Q: 3 clusters Score -2.148193e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174509 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -21482934.000000 Penalty: 5991.088379
	Iteration 12Q: 3 clusters Score -2.148293e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175107 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -21483454.000000 Penalty: 5991.088379
	Iteration 13Q: 3 clusters Score -2.148345e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175361 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -21483556.000000 Penalty: 5991.088379
	Iteration 14Q: 3 clusters Score -2.148356e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175490 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -21483664.000000 Penalty: 5991.088379
	Iteration 15Q: 3 clusters Score -2.148366e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175558 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -21483750.000000 Penalty: 5991.088379
	Iteration 16Q: 3 clusters Score -2.148375e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175590 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -21483810.000000 Penalty: 5991.088379
	Iteration 17Q: 3 clusters Score -2.148381e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175607 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -21483808.000000 Penalty: 5991.088379
	Iteration 18Q: 3 clusters Score -2.148381e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175619 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -21483812.000000 Penalty: 5991.088379
	Iteration 19Q: 3 clusters Score -2.148381e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175624 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -21483820.000000 Penalty: 5991.088379
	Iteration 20F: 3 clusters Score -2.148382e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175628 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -21483824.000000 Penalty: 5991.088379
	Iteration 21Q: 3 clusters Score -2.148382e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175635 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -21483852.000000 Penalty: 5991.088379
	Iteration 22Q: 3 clusters Score -2.148385e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175642 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -21483866.000000 Penalty: 5991.088379
	Iteration 23Q: 3 clusters Score -2.148387e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175649 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -21483876.000000 Penalty: 5991.088379
	Iteration 24Q: 3 clusters Score -2.148388e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175647 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -21483870.000000 Penalty: 5991.088379
	Iteration 25Q: 3 clusters Score -2.148387e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175650 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -21483866.000000 Penalty: 5991.088379
	Iteration 26Q: 3 clusters Score -2.148387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175651 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -21483888.000000 Penalty: 5991.088379
	Iteration 27Q: 3 clusters Score -2.148389e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175657 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -21483868.000000 Penalty: 5991.088379
	Iteration 28Q: 3 clusters Score -2.148387e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175662 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -21483874.000000 Penalty: 5991.088379
	Iteration 29Q: 3 clusters Score -2.148387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175661 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -21483890.000000 Penalty: 5991.088379
	Iteration 30Q: 3 clusters Score -2.148389e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175662 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -21483884.000000 Penalty: 5991.088379
	Iteration 31Q: 3 clusters Score -2.148388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175664 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -21483894.000000 Penalty: 5991.088379
	Iteration 32Q: 3 clusters Score -2.148389e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175664 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -21483894.000000 Penalty: 5991.088379
	Iteration 33F: 3 clusters Score -2.148389e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (93433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93433 members 
Entering Unmasked Estep 
Score: -11374278.000000 Penalty: 2838.359863
	Iteration 0F: 2 clusters Score -1.137428e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46715 members 
Mstep: Class 2 contains 46718 members 
Entering Unmasked Estep 
Score: -11311776.000000 Penalty: 5676.719727
	Iteration 0F: 3 clusters Score -1.131178e+07 nChanged 44116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47807 members 
Mstep: Class 2 contains 45626 members 
Entering Unmasked Estep 
Score: -11337382.000000 Penalty: 5676.719727
	Iteration 1F: 3 clusters Score -1.133738e+07 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48857 members 
Mstep: Class 2 contains 44576 members 
Entering Unmasked Estep 
Score: -11338915.000000 Penalty: 5676.719727
	Iteration 2Q: 3 clusters Score -1.133892e+07 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50476 members 
Mstep: Class 2 contains 42957 members 
Entering Unmasked Estep 
Score: -11341607.000000 Penalty: 5676.719727
	Iteration 3F: 3 clusters Score -1.134161e+07 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52897 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -11345746.000000 Penalty: 5676.719727
	Iteration 4F: 3 clusters Score -1.134575e+07 nChanged 7159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56092 members 
Mstep: Class 2 contains 37341 members 
Entering Unmasked Estep 
Score: -11350950.000000 Penalty: 5676.719727
	Iteration 5F: 3 clusters Score -1.135095e+07 nChanged 7123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59625 members 
Mstep: Class 2 contains 33808 members 
Entering Unmasked Estep 
Score: -11356367.000000 Penalty: 5676.719727
	Iteration 6F: 3 clusters Score -1.135637e+07 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63052 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -11361325.000000 Penalty: 5676.719727
	Iteration 7F: 3 clusters Score -1.136132e+07 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65529 members 
Mstep: Class 2 contains 27904 members 
Entering Unmasked Estep 
Score: -11364726.000000 Penalty: 5676.719727
	Iteration 8Q: 3 clusters Score -1.136473e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67297 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -11366409.000000 Penalty: 5676.719727
	Iteration 9Q: 3 clusters Score -1.136641e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68752 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -11367315.000000 Penalty: 5676.719727
	Iteration 10Q: 3 clusters Score -1.136732e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70048 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -11367862.000000 Penalty: 5676.719727
	Iteration 11Q: 3 clusters Score -1.136786e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71242 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -11368229.000000 Penalty: 5676.719727
	Iteration 12Q: 3 clusters Score -1.136823e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72433 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -11368637.000000 Penalty: 5676.719727
	Iteration 13Q: 3 clusters Score -1.136864e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73574 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -11369052.000000 Penalty: 5676.719727
	Iteration 14Q: 3 clusters Score -1.136905e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74718 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -11369471.000000 Penalty: 5676.719727
	Iteration 15Q: 3 clusters Score -1.136947e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75811 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -11369850.000000 Penalty: 5676.719727
	Iteration 16Q: 3 clusters Score -1.136985e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76943 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -11370329.000000 Penalty: 5676.719727
	Iteration 17Q: 3 clusters Score -1.137033e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78028 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -11370732.000000 Penalty: 5676.719727
	Iteration 18Q: 3 clusters Score -1.137073e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79050 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -11371149.000000 Penalty: 5676.719727
	Iteration 19Q: 3 clusters Score -1.137115e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80075 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -11371656.000000 Penalty: 5676.719727
	Iteration 20F: 3 clusters Score -1.137166e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81054 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -11372128.000000 Penalty: 5676.719727
	Iteration 21Q: 3 clusters Score -1.137213e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81927 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -11372516.000000 Penalty: 5676.719727
	Iteration 22Q: 3 clusters Score -1.137252e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82716 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -11372936.000000 Penalty: 5676.719727
	Iteration 23Q: 3 clusters Score -1.137294e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83439 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -11373240.000000 Penalty: 5676.719727
	Iteration 24Q: 3 clusters Score -1.137324e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84047 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -11373504.000000 Penalty: 5676.719727
	Iteration 25Q: 3 clusters Score -1.13735e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84601 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -11373742.000000 Penalty: 5676.719727
	Iteration 26Q: 3 clusters Score -1.137374e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85097 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -11373950.000000 Penalty: 5676.719727
	Iteration 27Q: 3 clusters Score -1.137395e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85517 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -11374139.000000 Penalty: 5676.719727
	Iteration 28Q: 3 clusters Score -1.137414e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85933 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -11374326.000000 Penalty: 5676.719727
	Iteration 29Q: 3 clusters Score -1.137433e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86320 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -11374521.000000 Penalty: 5676.719727
	Iteration 30Q: 3 clusters Score -1.137452e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86651 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -11374619.000000 Penalty: 5676.719727
	Iteration 31Q: 3 clusters Score -1.137462e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86936 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -11374718.000000 Penalty: 5676.719727
	Iteration 32Q: 3 clusters Score -1.137472e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87189 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -11374810.000000 Penalty: 5676.719727
	Iteration 33Q: 3 clusters Score -1.137481e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87416 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -11374901.000000 Penalty: 5676.719727
	Iteration 34Q: 3 clusters Score -1.13749e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87620 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -11374947.000000 Penalty: 5676.719727
	Iteration 35Q: 3 clusters Score -1.137495e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87785 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -11375004.000000 Penalty: 5676.719727
	Iteration 36Q: 3 clusters Score -1.1375e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87922 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -11375033.000000 Penalty: 5676.719727
	Iteration 37Q: 3 clusters Score -1.137503e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88054 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -11375077.000000 Penalty: 5676.719727
	Iteration 38Q: 3 clusters Score -1.137508e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88170 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -11375085.000000 Penalty: 5676.719727
	Iteration 39Q: 3 clusters Score -1.137508e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88272 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -11375097.000000 Penalty: 5676.719727
	Iteration 40F: 3 clusters Score -1.13751e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88346 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -11375121.000000 Penalty: 5676.719727
	Iteration 41Q: 3 clusters Score -1.137512e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88398 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -11375102.000000 Penalty: 5676.719727
	Iteration 42Q: 3 clusters Score -1.13751e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88446 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -11375117.000000 Penalty: 5676.719727
	Iteration 43Q: 3 clusters Score -1.137512e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88494 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -11375154.000000 Penalty: 5676.719727
	Iteration 44Q: 3 clusters Score -1.137515e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88546 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -11375166.000000 Penalty: 5676.719727
	Iteration 45Q: 3 clusters Score -1.137517e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88597 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -11375174.000000 Penalty: 5676.719727
	Iteration 46Q: 3 clusters Score -1.137517e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88650 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -11375200.000000 Penalty: 5676.719727
	Iteration 47Q: 3 clusters Score -1.13752e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88693 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -11375192.000000 Penalty: 5676.719727
	Iteration 48Q: 3 clusters Score -1.137519e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88728 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -11375192.000000 Penalty: 5676.719727
	Iteration 49Q: 3 clusters Score -1.137519e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88760 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -11375208.000000 Penalty: 5676.719727
	Iteration 50Q: 3 clusters Score -1.137521e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88785 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -11375199.000000 Penalty: 5676.719727
	Iteration 51Q: 3 clusters Score -1.13752e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88818 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -11375195.000000 Penalty: 5676.719727
	Iteration 52Q: 3 clusters Score -1.13752e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88842 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -11375223.000000 Penalty: 5676.719727
	Iteration 53Q: 3 clusters Score -1.137522e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88860 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -11375201.000000 Penalty: 5676.719727
	Iteration 54Q: 3 clusters Score -1.13752e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88876 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -11375195.000000 Penalty: 5676.719727
	Iteration 55Q: 3 clusters Score -1.13752e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88889 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -11375205.000000 Penalty: 5676.719727
	Iteration 56Q: 3 clusters Score -1.13752e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88899 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -11375218.000000 Penalty: 5676.719727
	Iteration 57Q: 3 clusters Score -1.137522e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88912 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -11375219.000000 Penalty: 5676.719727
	Iteration 58Q: 3 clusters Score -1.137522e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88920 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -11375224.000000 Penalty: 5676.719727
	Iteration 59Q: 3 clusters Score -1.137522e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88927 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -11375223.000000 Penalty: 5676.719727
	Iteration 60F: 3 clusters Score -1.137522e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88932 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -11375235.000000 Penalty: 5676.719727
	Iteration 61Q: 3 clusters Score -1.137524e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88941 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -11375233.000000 Penalty: 5676.719727
	Iteration 62Q: 3 clusters Score -1.137523e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88949 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -11375228.000000 Penalty: 5676.719727
	Iteration 63Q: 3 clusters Score -1.137523e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88955 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -11375222.000000 Penalty: 5676.719727
	Iteration 64Q: 3 clusters Score -1.137522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88957 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -11375226.000000 Penalty: 5676.719727
	Iteration 65Q: 3 clusters Score -1.137523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88959 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -11375236.000000 Penalty: 5676.719727
	Iteration 66Q: 3 clusters Score -1.137524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88964 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -11375227.000000 Penalty: 5676.719727
	Iteration 67Q: 3 clusters Score -1.137523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88968 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -11375229.000000 Penalty: 5676.719727
	Iteration 68Q: 3 clusters Score -1.137523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88970 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -11375233.000000 Penalty: 5676.719727
	Iteration 69Q: 3 clusters Score -1.137523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88972 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -11375240.000000 Penalty: 5676.719727
	Iteration 70Q: 3 clusters Score -1.137524e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88979 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -11375231.000000 Penalty: 5676.719727
	Iteration 71Q: 3 clusters Score -1.137523e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88984 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -11375237.000000 Penalty: 5676.719727
	Iteration 72Q: 3 clusters Score -1.137524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88987 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -11375238.000000 Penalty: 5676.719727
	Iteration 73Q: 3 clusters Score -1.137524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88988 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -11375236.000000 Penalty: 5676.719727
	Iteration 74Q: 3 clusters Score -1.137524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88989 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -11375227.000000 Penalty: 5676.719727
	Iteration 75Q: 3 clusters Score -1.137523e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88990 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -11375233.000000 Penalty: 5676.719727
	Iteration 76Q: 3 clusters Score -1.137523e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88991 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -11375233.000000 Penalty: 5676.719727
	Iteration 77Q: 3 clusters Score -1.137523e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88992 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -11375233.000000 Penalty: 5676.719727
	Iteration 78Q: 3 clusters Score -1.137523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88994 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -11375235.000000 Penalty: 5676.719727
	Iteration 79Q: 3 clusters Score -1.137524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88996 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -11375232.000000 Penalty: 5676.719727
	Iteration 80F: 3 clusters Score -1.137523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88998 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -11375238.000000 Penalty: 5676.719727
	Iteration 81Q: 3 clusters Score -1.137524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89001 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -11375241.000000 Penalty: 5676.719727
	Iteration 82Q: 3 clusters Score -1.137524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89003 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -11375235.000000 Penalty: 5676.719727
	Iteration 83Q: 3 clusters Score -1.137524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89003 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -11375236.000000 Penalty: 5676.719727
	Iteration 84Q: 3 clusters Score -1.137524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89002 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -11375239.000000 Penalty: 5676.719727
	Iteration 85Q: 3 clusters Score -1.137524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89003 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -11375229.000000 Penalty: 5676.719727
	Iteration 86Q: 3 clusters Score -1.137523e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89004 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -11375225.000000 Penalty: 5676.719727
	Iteration 87Q: 3 clusters Score -1.137522e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89004 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -11375225.000000 Penalty: 5676.719727
	Iteration 88F: 3 clusters Score -1.137522e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 10985 members 
Mstep: Class 3 contains 57357 members 
Mstep: Class 4 contains 9286 members 
Mstep: Class 5 contains 4063 members 
Mstep: Class 6 contains 16929 members 
Mstep: Class 7 contains 13246 members 
Mstep: Class 8 contains 127425 members 
Mstep: Class 9 contains 12629 members 
Mstep: Class 10 contains 202127 members 
Mstep: Class 11 contains 212165 members 
Mstep: Class 12 contains 12292 members 
Mstep: Class 13 contains 323765 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 41168 members 
Mstep: Class 16 contains 43400 members 
Mstep: Class 17 contains 17678 members 
Mstep: Class 18 contains 16452 members 
Mstep: Class 19 contains 6574 members 
Mstep: Class 20 contains 5668 members 
Mstep: Class 21 contains 40874 members 
Mstep: Class 22 contains 29130 members 
Mstep: Class 23 contains 176100 members 
Mstep: Class 24 contains 89004 members 
Mstep: Class 25 contains 8293 members 
Mstep: Class 26 contains 238280 members 
Mstep: Class 27 contains 30132 members 
Mstep: Class 28 contains 3978 members 
Mstep: Class 29 contains 5825 members 
Mstep: Class 30 contains 103949 members 
Mstep: Class 31 contains 9212 members 
Mstep: Class 32 contains 2877 members 
Mstep: Class 33 contains 83101 members 
Mstep: Class 34 contains 9035 members 
Mstep: Class 35 contains 8384 members 
Mstep: Class 36 contains 447 members 
Mstep: Class 37 contains 8256 members 
Mstep: Class 38 contains 816 members 
Mstep: Class 39 contains 1149 members 
Mstep: Class 40 contains 4429 members 
Entering Unmasked Estep 
Score: -235452464.000000 Penalty: 143876.984375
Splitting cluster 24 changes total score from -235451104.000000 to -235452464.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 25 (8293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Entering Unmasked Estep 
Score: -923780.375000 Penalty: 2237.745361
	Iteration 0F: 2 clusters Score -923780.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -917351.937500 Penalty: 4475.490723
	Iteration 0F: 3 clusters Score -917351.9 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -919770.937500 Penalty: 4475.490723
	Iteration 1F: 3 clusters Score -919770.9 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -920998.250000 Penalty: 4475.490723
	Iteration 2F: 3 clusters Score -920998.2 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -922157.187500 Penalty: 4475.490723
	Iteration 3F: 3 clusters Score -922157.2 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -922875.437500 Penalty: 4475.490723
	Iteration 4F: 3 clusters Score -922875.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -923258.375000 Penalty: 4475.490723
	Iteration 5F: 3 clusters Score -923258.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -923475.562500 Penalty: 4475.490723
	Iteration 6Q: 3 clusters Score -923475.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -923617.812500 Penalty: 4475.490723
	Iteration 7Q: 3 clusters Score -923617.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -923729.875000 Penalty: 4475.490723
	Iteration 8Q: 3 clusters Score -923729.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -923817.250000 Penalty: 4475.490723
	Iteration 9Q: 3 clusters Score -923817.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -923908.187500 Penalty: 4475.490723
	Iteration 10Q: 3 clusters Score -923908.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -924007.562500 Penalty: 4475.490723
	Iteration 11Q: 3 clusters Score -924007.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -924118.125000 Penalty: 4475.490723
	Iteration 12Q: 3 clusters Score -924118.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -924243.562500 Penalty: 4475.490723
	Iteration 13Q: 3 clusters Score -924243.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -924364.562500 Penalty: 4475.490723
	Iteration 14Q: 3 clusters Score -924364.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -924489.312500 Penalty: 4475.490723
	Iteration 15Q: 3 clusters Score -924489.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -924568.500000 Penalty: 4475.490723
	Iteration 16Q: 3 clusters Score -924568.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -924603.125000 Penalty: 4475.490723
	Iteration 17Q: 3 clusters Score -924603.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -924620.687500 Penalty: 4475.490723
	Iteration 18Q: 3 clusters Score -924620.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -924632.875000 Penalty: 4475.490723
	Iteration 19Q: 3 clusters Score -924632.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -924682.125000 Penalty: 4475.490723
	Iteration 20F: 3 clusters Score -924682.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -924725.437500 Penalty: 4475.490723
	Iteration 21Q: 3 clusters Score -924725.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -924755.750000 Penalty: 4475.490723
	Iteration 22Q: 3 clusters Score -924755.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -924779.875000 Penalty: 4475.490723
	Iteration 23Q: 3 clusters Score -924779.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -924798.250000 Penalty: 4475.490723
	Iteration 24Q: 3 clusters Score -924798.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -924817.125000 Penalty: 4475.490723
	Iteration 25Q: 3 clusters Score -924817.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -924823.437500 Penalty: 4475.490723
	Iteration 26Q: 3 clusters Score -924823.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -924836.562500 Penalty: 4475.490723
	Iteration 27Q: 3 clusters Score -924836.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -924849.375000 Penalty: 4475.490723
	Iteration 28Q: 3 clusters Score -924849.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -924852.937500 Penalty: 4475.490723
	Iteration 29Q: 3 clusters Score -924852.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -924859.437500 Penalty: 4475.490723
	Iteration 30Q: 3 clusters Score -924859.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -924863.375000 Penalty: 4475.490723
	Iteration 31Q: 3 clusters Score -924863.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -924864.062500 Penalty: 4475.490723
	Iteration 32Q: 3 clusters Score -924864.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -924866.437500 Penalty: 4475.490723
	Iteration 33Q: 3 clusters Score -924866.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -924868.500000 Penalty: 4475.490723
	Iteration 34Q: 3 clusters Score -924868.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -924869.812500 Penalty: 4475.490723
	Iteration 35Q: 3 clusters Score -924869.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -924869.312500 Penalty: 4475.490723
	Iteration 36Q: 3 clusters Score -924869.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -924874.187500 Penalty: 4475.490723
	Iteration 37Q: 3 clusters Score -924874.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -924873.437500 Penalty: 4475.490723
	Iteration 38Q: 3 clusters Score -924873.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -924872.750000 Penalty: 4475.490723
	Iteration 39Q: 3 clusters Score -924872.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -924873.500000 Penalty: 4475.490723
	Iteration 40F: 3 clusters Score -924873.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 10985 members 
Mstep: Class 3 contains 57357 members 
Mstep: Class 4 contains 9286 members 
Mstep: Class 5 contains 4063 members 
Mstep: Class 6 contains 16929 members 
Mstep: Class 7 contains 13246 members 
Mstep: Class 8 contains 127425 members 
Mstep: Class 9 contains 12629 members 
Mstep: Class 10 contains 202127 members 
Mstep: Class 11 contains 212165 members 
Mstep: Class 12 contains 12292 members 
Mstep: Class 13 contains 323765 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 41168 members 
Mstep: Class 16 contains 43400 members 
Mstep: Class 17 contains 17678 members 
Mstep: Class 18 contains 16452 members 
Mstep: Class 19 contains 6574 members 
Mstep: Class 20 contains 5668 members 
Mstep: Class 21 contains 40874 members 
Mstep: Class 22 contains 29130 members 
Mstep: Class 23 contains 176100 members 
Mstep: Class 24 contains 89004 members 
Mstep: Class 25 contains 7643 members 
Mstep: Class 26 contains 238280 members 
Mstep: Class 27 contains 30132 members 
Mstep: Class 28 contains 3978 members 
Mstep: Class 29 contains 5825 members 
Mstep: Class 30 contains 103949 members 
Mstep: Class 31 contains 9212 members 
Mstep: Class 32 contains 2877 members 
Mstep: Class 33 contains 83101 members 
Mstep: Class 34 contains 9035 members 
Mstep: Class 35 contains 8384 members 
Mstep: Class 36 contains 447 members 
Mstep: Class 37 contains 8256 members 
Mstep: Class 38 contains 816 members 
Mstep: Class 39 contains 1149 members 
Mstep: Class 40 contains 4429 members 
Mstep: Class 41 contains 650 members 
Entering Unmasked Estep 
Score: -235451760.000000 Penalty: 147473.906250
Splitting cluster 25 changes total score from -235451104.000000 to -235451760.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 26 (238280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238280 members 
Entering Unmasked Estep 
Score: -29405966.000000 Penalty: 3070.538086
	Iteration 0F: 2 clusters Score -2.940597e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119278 members 
Mstep: Class 2 contains 119002 members 
Entering Unmasked Estep 
Score: -29255170.000000 Penalty: 6141.076172
	Iteration 0F: 3 clusters Score -2.925517e+07 nChanged 114983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122481 members 
Mstep: Class 2 contains 115799 members 
Entering Unmasked Estep 
Score: -29323824.000000 Penalty: 6141.076172
	Iteration 1F: 3 clusters Score -2.932382e+07 nChanged 7338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124613 members 
Mstep: Class 2 contains 113667 members 
Entering Unmasked Estep 
Score: -29325766.000000 Penalty: 6141.076172
	Iteration 2Q: 3 clusters Score -2.932577e+07 nChanged 8237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127996 members 
Mstep: Class 2 contains 110284 members 
Entering Unmasked Estep 
Score: -29328172.000000 Penalty: 6141.076172
	Iteration 3Q: 3 clusters Score -2.932817e+07 nChanged 9371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132963 members 
Mstep: Class 2 contains 105317 members 
Entering Unmasked Estep 
Score: -29331918.000000 Penalty: 6141.076172
	Iteration 4Q: 3 clusters Score -2.933192e+07 nChanged 10790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139723 members 
Mstep: Class 2 contains 98557 members 
Entering Unmasked Estep 
Score: -29336958.000000 Penalty: 6141.076172
	Iteration 5Q: 3 clusters Score -2.933696e+07 nChanged 12368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148747 members 
Mstep: Class 2 contains 89533 members 
Entering Unmasked Estep 
Score: -29343864.000000 Penalty: 6141.076172
	Iteration 6F: 3 clusters Score -2.934386e+07 nChanged 13485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159768 members 
Mstep: Class 2 contains 78512 members 
Entering Unmasked Estep 
Score: -29352154.000000 Penalty: 6141.076172
	Iteration 7F: 3 clusters Score -2.935215e+07 nChanged 14499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172717 members 
Mstep: Class 2 contains 65563 members 
Entering Unmasked Estep 
Score: -29361786.000000 Penalty: 6141.076172
	Iteration 8F: 3 clusters Score -2.936179e+07 nChanged 14446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186413 members 
Mstep: Class 2 contains 51867 members 
Entering Unmasked Estep 
Score: -29370884.000000 Penalty: 6141.076172
	Iteration 9F: 3 clusters Score -2.937088e+07 nChanged 13027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198980 members 
Mstep: Class 2 contains 39300 members 
Entering Unmasked Estep 
Score: -29379056.000000 Penalty: 6141.076172
	Iteration 10F: 3 clusters Score -2.937906e+07 nChanged 10981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209765 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -29385854.000000 Penalty: 6141.076172
	Iteration 11Q: 3 clusters Score -2.938585e+07 nChanged 8496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218173 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -29390738.000000 Penalty: 6141.076172
	Iteration 12Q: 3 clusters Score -2.939074e+07 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224544 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -29394604.000000 Penalty: 6141.076172
	Iteration 13Q: 3 clusters Score -2.93946e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229181 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -29397460.000000 Penalty: 6141.076172
	Iteration 14Q: 3 clusters Score -2.939746e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232445 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -29399520.000000 Penalty: 6141.076172
	Iteration 15Q: 3 clusters Score -2.939952e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234504 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -29400664.000000 Penalty: 6141.076172
	Iteration 16Q: 3 clusters Score -2.940066e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235779 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -29401502.000000 Penalty: 6141.076172
	Iteration 17Q: 3 clusters Score -2.94015e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236541 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -29402144.000000 Penalty: 6141.076172
	Iteration 18Q: 3 clusters Score -2.940214e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236970 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -29402426.000000 Penalty: 6141.076172
	Iteration 19Q: 3 clusters Score -2.940243e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237213 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -29402656.000000 Penalty: 6141.076172
	Iteration 20F: 3 clusters Score -2.940266e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237384 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -29402882.000000 Penalty: 6141.076172
	Iteration 21Q: 3 clusters Score -2.940288e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237479 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -29402972.000000 Penalty: 6141.076172
	Iteration 22Q: 3 clusters Score -2.940297e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237538 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -29403026.000000 Penalty: 6141.076172
	Iteration 23Q: 3 clusters Score -2.940303e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237580 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -29403092.000000 Penalty: 6141.076172
	Iteration 24Q: 3 clusters Score -2.940309e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237613 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -29403098.000000 Penalty: 6141.076172
	Iteration 25Q: 3 clusters Score -2.94031e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237636 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -29403152.000000 Penalty: 6141.076172
	Iteration 26Q: 3 clusters Score -2.940315e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237654 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -29403130.000000 Penalty: 6141.076172
	Iteration 27Q: 3 clusters Score -2.940313e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237665 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -29403154.000000 Penalty: 6141.076172
	Iteration 28Q: 3 clusters Score -2.940315e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237676 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -29403154.000000 Penalty: 6141.076172
	Iteration 29Q: 3 clusters Score -2.940315e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237675 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -29403146.000000 Penalty: 6141.076172
	Iteration 30Q: 3 clusters Score -2.940315e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237675 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -29403158.000000 Penalty: 6141.076172
	Iteration 31Q: 3 clusters Score -2.940316e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237679 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -29403158.000000 Penalty: 6141.076172
	Iteration 32Q: 3 clusters Score -2.940316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237682 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -29403166.000000 Penalty: 6141.076172
	Iteration 33Q: 3 clusters Score -2.940317e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237686 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -29403172.000000 Penalty: 6141.076172
	Iteration 34Q: 3 clusters Score -2.940317e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237689 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -29403176.000000 Penalty: 6141.076172
	Iteration 35Q: 3 clusters Score -2.940318e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237695 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -29403188.000000 Penalty: 6141.076172
	Iteration 36Q: 3 clusters Score -2.940319e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237697 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -29403170.000000 Penalty: 6141.076172
	Iteration 37Q: 3 clusters Score -2.940317e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237698 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -29403162.000000 Penalty: 6141.076172
	Iteration 38Q: 3 clusters Score -2.940316e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237700 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -29403186.000000 Penalty: 6141.076172
	Iteration 39Q: 3 clusters Score -2.940319e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237705 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -29403172.000000 Penalty: 6141.076172
	Iteration 40F: 3 clusters Score -2.940317e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237711 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -29403198.000000 Penalty: 6141.076172
	Iteration 41Q: 3 clusters Score -2.94032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237714 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -29403212.000000 Penalty: 6141.076172
	Iteration 42Q: 3 clusters Score -2.940321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237716 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -29403220.000000 Penalty: 6141.076172
	Iteration 43Q: 3 clusters Score -2.940322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237716 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -29403220.000000 Penalty: 6141.076172
	Iteration 44Q: 3 clusters Score -2.940322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237718 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -29403226.000000 Penalty: 6141.076172
	Iteration 45Q: 3 clusters Score -2.940323e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237719 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -29403226.000000 Penalty: 6141.076172
	Iteration 46Q: 3 clusters Score -2.940323e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237719 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -29403226.000000 Penalty: 6141.076172
	Iteration 47F: 3 clusters Score -2.940323e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (30132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30132 members 
Entering Unmasked Estep 
Score: -3691451.750000 Penalty: 2557.708984
	Iteration 0F: 2 clusters Score -3691452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -3670701.250000 Penalty: 5115.417969
	Iteration 0F: 3 clusters Score -3670701 nChanged 13682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -3678057.500000 Penalty: 5115.417969
	Iteration 1F: 3 clusters Score -3678058 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -3678523.250000 Penalty: 5115.417969
	Iteration 2Q: 3 clusters Score -3678523 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -3678930.000000 Penalty: 5115.417969
	Iteration 3Q: 3 clusters Score -3678930 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -3679409.500000 Penalty: 5115.417969
	Iteration 4Q: 3 clusters Score -3679410 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -3679935.000000 Penalty: 5115.417969
	Iteration 5Q: 3 clusters Score -3679935 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -3680603.250000 Penalty: 5115.417969
	Iteration 6Q: 3 clusters Score -3680603 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -3681509.750000 Penalty: 5115.417969
	Iteration 7Q: 3 clusters Score -3681510 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -3682565.750000 Penalty: 5115.417969
	Iteration 8F: 3 clusters Score -3682566 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -3683784.500000 Penalty: 5115.417969
	Iteration 9F: 3 clusters Score -3683784 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -3684997.000000 Penalty: 5115.417969
	Iteration 10F: 3 clusters Score -3684997 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -3686055.000000 Penalty: 5115.417969
	Iteration 11Q: 3 clusters Score -3686055 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -3686922.750000 Penalty: 5115.417969
	Iteration 12Q: 3 clusters Score -3686923 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
Score: -3687594.000000 Penalty: 5115.417969
	Iteration 13Q: 3 clusters Score -3687594 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -3688148.750000 Penalty: 5115.417969
	Iteration 14Q: 3 clusters Score -3688149 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
Score: -3688518.500000 Penalty: 5115.417969
	Iteration 15Q: 3 clusters Score -3688518 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -3688786.750000 Penalty: 5115.417969
	Iteration 16Q: 3 clusters Score -3688787 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -3688943.000000 Penalty: 5115.417969
	Iteration 17Q: 3 clusters Score -3688943 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -3689042.500000 Penalty: 5115.417969
	Iteration 18Q: 3 clusters Score -3689042 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -3689118.750000 Penalty: 5115.417969
	Iteration 19Q: 3 clusters Score -3689119 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -3689163.000000 Penalty: 5115.417969
	Iteration 20F: 3 clusters Score -3689163 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -3689206.250000 Penalty: 5115.417969
	Iteration 21Q: 3 clusters Score -3689206 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 27852 members 
Entering Unmasked Estep 
Score: -3689236.750000 Penalty: 5115.417969
	Iteration 22Q: 3 clusters Score -3689237 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 27900 members 
Entering Unmasked Estep 
Score: -3689259.000000 Penalty: 5115.417969
	Iteration 23Q: 3 clusters Score -3689259 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -3689271.750000 Penalty: 5115.417969
	Iteration 24Q: 3 clusters Score -3689272 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 27975 members 
Entering Unmasked Estep 
Score: -3689291.750000 Penalty: 5115.417969
	Iteration 25Q: 3 clusters Score -3689292 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -3689292.250000 Penalty: 5115.417969
	Iteration 26Q: 3 clusters Score -3689292 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -3689311.250000 Penalty: 5115.417969
	Iteration 27Q: 3 clusters Score -3689311 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -3689317.750000 Penalty: 5115.417969
	Iteration 28Q: 3 clusters Score -3689318 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -3689327.500000 Penalty: 5115.417969
	Iteration 29Q: 3 clusters Score -3689328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -3689334.000000 Penalty: 5115.417969
	Iteration 30Q: 3 clusters Score -3689334 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -3689335.000000 Penalty: 5115.417969
	Iteration 31Q: 3 clusters Score -3689335 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 28119 members 
Entering Unmasked Estep 
Score: -3689338.750000 Penalty: 5115.417969
	Iteration 32Q: 3 clusters Score -3689339 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -3689347.000000 Penalty: 5115.417969
	Iteration 33Q: 3 clusters Score -3689347 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -3689351.500000 Penalty: 5115.417969
	Iteration 34Q: 3 clusters Score -3689352 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -3689356.250000 Penalty: 5115.417969
	Iteration 35Q: 3 clusters Score -3689356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 28191 members 
Entering Unmasked Estep 
Score: -3689365.750000 Penalty: 5115.417969
	Iteration 36Q: 3 clusters Score -3689366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -3689362.000000 Penalty: 5115.417969
	Iteration 37Q: 3 clusters Score -3689362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -3689364.250000 Penalty: 5115.417969
	Iteration 38Q: 3 clusters Score -3689364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 28215 members 
Entering Unmasked Estep 
Score: -3689367.000000 Penalty: 5115.417969
	Iteration 39Q: 3 clusters Score -3689367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -3689368.500000 Penalty: 5115.417969
	Iteration 40F: 3 clusters Score -3689368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -3689369.750000 Penalty: 5115.417969
	Iteration 41Q: 3 clusters Score -3689370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -3689371.250000 Penalty: 5115.417969
	Iteration 42Q: 3 clusters Score -3689371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -3689379.250000 Penalty: 5115.417969
	Iteration 43Q: 3 clusters Score -3689379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 28238 members 
Entering Unmasked Estep 
Score: -3689370.500000 Penalty: 5115.417969
	Iteration 44Q: 3 clusters Score -3689370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -3689374.750000 Penalty: 5115.417969
	Iteration 45Q: 3 clusters Score -3689375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -3689379.250000 Penalty: 5115.417969
	Iteration 46Q: 3 clusters Score -3689379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -3689376.250000 Penalty: 5115.417969
	Iteration 47Q: 3 clusters Score -3689376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -3689376.250000 Penalty: 5115.417969
	Iteration 48F: 3 clusters Score -3689376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Entering Unmasked Estep 
Score: -468407.531250 Penalty: 2055.556396
	Iteration 0F: 2 clusters Score -468407.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -464604.843750 Penalty: 4111.112793
	Iteration 0F: 3 clusters Score -464604.8 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -465538.812500 Penalty: 4111.112793
	Iteration 1F: 3 clusters Score -465538.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -465837.312500 Penalty: 4111.112793
	Iteration 2F: 3 clusters Score -465837.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -466076.625000 Penalty: 4111.112793
	Iteration 3F: 3 clusters Score -466076.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -466272.125000 Penalty: 4111.112793
	Iteration 4F: 3 clusters Score -466272.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -466431.625000 Penalty: 4111.112793
	Iteration 5Q: 3 clusters Score -466431.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -466559.500000 Penalty: 4111.112793
	Iteration 6Q: 3 clusters Score -466559.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -466671.343750 Penalty: 4111.112793
	Iteration 7Q: 3 clusters Score -466671.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -466799.218750 Penalty: 4111.112793
	Iteration 8Q: 3 clusters Score -466799.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -466933.062500 Penalty: 4111.112793
	Iteration 9Q: 3 clusters Score -466933.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -467102.031250 Penalty: 4111.112793
	Iteration 10Q: 3 clusters Score -467102 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -467304.375000 Penalty: 4111.112793
	Iteration 11Q: 3 clusters Score -467304.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -467529.812500 Penalty: 4111.112793
	Iteration 12Q: 3 clusters Score -467529.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -467738.343750 Penalty: 4111.112793
	Iteration 13Q: 3 clusters Score -467738.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -467935.468750 Penalty: 4111.112793
	Iteration 14Q: 3 clusters Score -467935.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -468035.281250 Penalty: 4111.112793
	Iteration 15Q: 3 clusters Score -468035.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -468085.656250 Penalty: 4111.112793
	Iteration 16Q: 3 clusters Score -468085.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -468121.750000 Penalty: 4111.112793
	Iteration 17Q: 3 clusters Score -468121.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -468148.156250 Penalty: 4111.112793
	Iteration 18Q: 3 clusters Score -468148.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -468161.906250 Penalty: 4111.112793
	Iteration 19Q: 3 clusters Score -468161.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -468172.312500 Penalty: 4111.112793
	Iteration 20F: 3 clusters Score -468172.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -468178.906250 Penalty: 4111.112793
	Iteration 21Q: 3 clusters Score -468178.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -468183.687500 Penalty: 4111.112793
	Iteration 22Q: 3 clusters Score -468183.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -468189.406250 Penalty: 4111.112793
	Iteration 23Q: 3 clusters Score -468189.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -468193.968750 Penalty: 4111.112793
	Iteration 24Q: 3 clusters Score -468194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -468197.750000 Penalty: 4111.112793
	Iteration 25Q: 3 clusters Score -468197.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -468199.312500 Penalty: 4111.112793
	Iteration 26Q: 3 clusters Score -468199.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -468200.187500 Penalty: 4111.112793
	Iteration 27Q: 3 clusters Score -468200.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -468200.656250 Penalty: 4111.112793
	Iteration 28Q: 3 clusters Score -468200.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -468200.656250 Penalty: 4111.112793
	Iteration 29F: 3 clusters Score -468200.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Entering Unmasked Estep 
Score: -619368.937500 Penalty: 2150.138672
	Iteration 0F: 2 clusters Score -619368.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -614372.437500 Penalty: 4300.277344
	Iteration 0F: 3 clusters Score -614372.4 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -615856.062500 Penalty: 4300.277344
	Iteration 1F: 3 clusters Score -615856.1 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -616255.437500 Penalty: 4300.277344
	Iteration 2F: 3 clusters Score -616255.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -616614.500000 Penalty: 4300.277344
	Iteration 3F: 3 clusters Score -616614.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -616930.000000 Penalty: 4300.277344
	Iteration 4F: 3 clusters Score -616930 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -617189.937500 Penalty: 4300.277344
	Iteration 5F: 3 clusters Score -617189.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -617469.625000 Penalty: 4300.277344
	Iteration 6Q: 3 clusters Score -617469.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -617747.312500 Penalty: 4300.277344
	Iteration 7F: 3 clusters Score -617747.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -617958.312500 Penalty: 4300.277344
	Iteration 8Q: 3 clusters Score -617958.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -618129.187500 Penalty: 4300.277344
	Iteration 9Q: 3 clusters Score -618129.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -618247.437500 Penalty: 4300.277344
	Iteration 10Q: 3 clusters Score -618247.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -618321.750000 Penalty: 4300.277344
	Iteration 11Q: 3 clusters Score -618321.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -618375.312500 Penalty: 4300.277344
	Iteration 12Q: 3 clusters Score -618375.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -618439.250000 Penalty: 4300.277344
	Iteration 13Q: 3 clusters Score -618439.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -618513.375000 Penalty: 4300.277344
	Iteration 14Q: 3 clusters Score -618513.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -618593.250000 Penalty: 4300.277344
	Iteration 15Q: 3 clusters Score -618593.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -618671.500000 Penalty: 4300.277344
	Iteration 16Q: 3 clusters Score -618671.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -618743.437500 Penalty: 4300.277344
	Iteration 17Q: 3 clusters Score -618743.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -618802.437500 Penalty: 4300.277344
	Iteration 18Q: 3 clusters Score -618802.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -618846.187500 Penalty: 4300.277344
	Iteration 19Q: 3 clusters Score -618846.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -618884.625000 Penalty: 4300.277344
	Iteration 20F: 3 clusters Score -618884.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -618923.312500 Penalty: 4300.277344
	Iteration 21Q: 3 clusters Score -618923.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -618957.937500 Penalty: 4300.277344
	Iteration 22Q: 3 clusters Score -618957.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -618993.937500 Penalty: 4300.277344
	Iteration 23Q: 3 clusters Score -618993.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -619026.000000 Penalty: 4300.277344
	Iteration 24Q: 3 clusters Score -619026 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -619059.312500 Penalty: 4300.277344
	Iteration 25Q: 3 clusters Score -619059.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -619100.250000 Penalty: 4300.277344
	Iteration 26Q: 3 clusters Score -619100.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -619134.250000 Penalty: 4300.277344
	Iteration 27Q: 3 clusters Score -619134.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -619153.375000 Penalty: 4300.277344
	Iteration 28Q: 3 clusters Score -619153.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -619170.562500 Penalty: 4300.277344
	Iteration 29Q: 3 clusters Score -619170.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -619190.562500 Penalty: 4300.277344
	Iteration 30Q: 3 clusters Score -619190.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -619212.750000 Penalty: 4300.277344
	Iteration 31Q: 3 clusters Score -619212.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -619237.750000 Penalty: 4300.277344
	Iteration 32Q: 3 clusters Score -619237.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -619254.812500 Penalty: 4300.277344
	Iteration 33Q: 3 clusters Score -619254.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -619269.562500 Penalty: 4300.277344
	Iteration 34Q: 3 clusters Score -619269.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -619283.562500 Penalty: 4300.277344
	Iteration 35Q: 3 clusters Score -619283.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -619295.062500 Penalty: 4300.277344
	Iteration 36Q: 3 clusters Score -619295.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -619307.687500 Penalty: 4300.277344
	Iteration 37Q: 3 clusters Score -619307.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -619316.250000 Penalty: 4300.277344
	Iteration 38Q: 3 clusters Score -619316.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -619323.000000 Penalty: 4300.277344
	Iteration 39Q: 3 clusters Score -619323 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -619328.250000 Penalty: 4300.277344
	Iteration 40F: 3 clusters Score -619328.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -619330.437500 Penalty: 4300.277344
	Iteration 41Q: 3 clusters Score -619330.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -619333.875000 Penalty: 4300.277344
	Iteration 42Q: 3 clusters Score -619333.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -619333.937500 Penalty: 4300.277344
	Iteration 43Q: 3 clusters Score -619333.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -619335.625000 Penalty: 4300.277344
	Iteration 44Q: 3 clusters Score -619335.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -619338.000000 Penalty: 4300.277344
	Iteration 45Q: 3 clusters Score -619338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -619337.812500 Penalty: 4300.277344
	Iteration 46Q: 3 clusters Score -619337.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -619337.812500 Penalty: 4300.277344
	Iteration 47F: 3 clusters Score -619337.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (103949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103949 members 
Entering Unmasked Estep 
Score: -12726876.000000 Penalty: 2864.810547
	Iteration 0F: 2 clusters Score -1.272688e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51878 members 
Mstep: Class 2 contains 52071 members 
Entering Unmasked Estep 
Score: -12656991.000000 Penalty: 5729.621094
	Iteration 0F: 3 clusters Score -1.265699e+07 nChanged 49514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49922 members 
Mstep: Class 2 contains 54027 members 
Entering Unmasked Estep 
Score: -12685631.000000 Penalty: 5729.621094
	Iteration 1F: 3 clusters Score -1.268563e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48352 members 
Mstep: Class 2 contains 55597 members 
Entering Unmasked Estep 
Score: -12686560.000000 Penalty: 5729.621094
	Iteration 2Q: 3 clusters Score -1.268656e+07 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45964 members 
Mstep: Class 2 contains 57985 members 
Entering Unmasked Estep 
Score: -12687860.000000 Penalty: 5729.621094
	Iteration 3Q: 3 clusters Score -1.268786e+07 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42360 members 
Mstep: Class 2 contains 61589 members 
Entering Unmasked Estep 
Score: -12689788.000000 Penalty: 5729.621094
	Iteration 4Q: 3 clusters Score -1.268979e+07 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37289 members 
Mstep: Class 2 contains 66660 members 
Entering Unmasked Estep 
Score: -12693064.000000 Penalty: 5729.621094
	Iteration 5F: 3 clusters Score -1.269306e+07 nChanged 7284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 73324 members 
Entering Unmasked Estep 
Score: -12697928.000000 Penalty: 5729.621094
	Iteration 6F: 3 clusters Score -1.269793e+07 nChanged 8200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 81176 members 
Entering Unmasked Estep 
Score: -12704529.000000 Penalty: 5729.621094
	Iteration 7F: 3 clusters Score -1.270453e+07 nChanged 7886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 88862 members 
Entering Unmasked Estep 
Score: -12711712.000000 Penalty: 5729.621094
	Iteration 8F: 3 clusters Score -1.271171e+07 nChanged 6166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 94960 members 
Entering Unmasked Estep 
Score: -12717238.000000 Penalty: 5729.621094
	Iteration 9F: 3 clusters Score -1.271724e+07 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 99086 members 
Entering Unmasked Estep 
Score: -12720937.000000 Penalty: 5729.621094
	Iteration 10Q: 3 clusters Score -1.272094e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 101427 members 
Entering Unmasked Estep 
Score: -12722769.000000 Penalty: 5729.621094
	Iteration 11Q: 3 clusters Score -1.272277e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 102516 members 
Entering Unmasked Estep 
Score: -12723504.000000 Penalty: 5729.621094
	Iteration 12Q: 3 clusters Score -1.27235e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 103019 members 
Entering Unmasked Estep 
Score: -12723921.000000 Penalty: 5729.621094
	Iteration 13Q: 3 clusters Score -1.272392e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 103248 members 
Entering Unmasked Estep 
Score: -12724108.000000 Penalty: 5729.621094
	Iteration 14Q: 3 clusters Score -1.272411e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 103368 members 
Entering Unmasked Estep 
Score: -12724184.000000 Penalty: 5729.621094
	Iteration 15Q: 3 clusters Score -1.272418e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 103429 members 
Entering Unmasked Estep 
Score: -12724264.000000 Penalty: 5729.621094
	Iteration 16Q: 3 clusters Score -1.272426e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 103454 members 
Entering Unmasked Estep 
Score: -12724303.000000 Penalty: 5729.621094
	Iteration 17Q: 3 clusters Score -1.27243e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 103477 members 
Entering Unmasked Estep 
Score: -12724332.000000 Penalty: 5729.621094
	Iteration 18Q: 3 clusters Score -1.272433e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 103498 members 
Entering Unmasked Estep 
Score: -12724343.000000 Penalty: 5729.621094
	Iteration 19Q: 3 clusters Score -1.272434e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 103508 members 
Entering Unmasked Estep 
Score: -12724358.000000 Penalty: 5729.621094
	Iteration 20F: 3 clusters Score -1.272436e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 103517 members 
Entering Unmasked Estep 
Score: -12724366.000000 Penalty: 5729.621094
	Iteration 21Q: 3 clusters Score -1.272437e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 103520 members 
Entering Unmasked Estep 
Score: -12724365.000000 Penalty: 5729.621094
	Iteration 22Q: 3 clusters Score -1.272436e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 103522 members 
Entering Unmasked Estep 
Score: -12724362.000000 Penalty: 5729.621094
	Iteration 23Q: 3 clusters Score -1.272436e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 103528 members 
Entering Unmasked Estep 
Score: -12724377.000000 Penalty: 5729.621094
	Iteration 24Q: 3 clusters Score -1.272438e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 103533 members 
Entering Unmasked Estep 
Score: -12724377.000000 Penalty: 5729.621094
	Iteration 25Q: 3 clusters Score -1.272438e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 103539 members 
Entering Unmasked Estep 
Score: -12724376.000000 Penalty: 5729.621094
	Iteration 26Q: 3 clusters Score -1.272438e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 103540 members 
Entering Unmasked Estep 
Score: -12724381.000000 Penalty: 5729.621094
	Iteration 27Q: 3 clusters Score -1.272438e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 103543 members 
Entering Unmasked Estep 
Score: -12724377.000000 Penalty: 5729.621094
	Iteration 28Q: 3 clusters Score -1.272438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 103547 members 
Entering Unmasked Estep 
Score: -12724383.000000 Penalty: 5729.621094
	Iteration 29Q: 3 clusters Score -1.272438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 103551 members 
Entering Unmasked Estep 
Score: -12724395.000000 Penalty: 5729.621094
	Iteration 30Q: 3 clusters Score -1.27244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 103553 members 
Entering Unmasked Estep 
Score: -12724398.000000 Penalty: 5729.621094
	Iteration 31Q: 3 clusters Score -1.27244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 103554 members 
Entering Unmasked Estep 
Score: -12724405.000000 Penalty: 5729.621094
	Iteration 32Q: 3 clusters Score -1.27244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 103554 members 
Entering Unmasked Estep 
Score: -12724415.000000 Penalty: 5729.621094
	Iteration 33Q: 3 clusters Score -1.272442e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 103554 members 
Entering Unmasked Estep 
Score: -12724415.000000 Penalty: 5729.621094
	Iteration 34F: 3 clusters Score -1.272442e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Entering Unmasked Estep 
Score: -1045677.750000 Penalty: 2263.809082
	Iteration 0F: 2 clusters Score -1045678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1038535.625000 Penalty: 4527.618164
	Iteration 0F: 3 clusters Score -1038536 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1040644.562500 Penalty: 4527.618164
	Iteration 1F: 3 clusters Score -1040645 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1041037.562500 Penalty: 4527.618164
	Iteration 2F: 3 clusters Score -1041038 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1041375.625000 Penalty: 4527.618164
	Iteration 3F: 3 clusters Score -1041376 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1041654.500000 Penalty: 4527.618164
	Iteration 4F: 3 clusters Score -1041654 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1041931.250000 Penalty: 4527.618164
	Iteration 5Q: 3 clusters Score -1041931 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1042197.687500 Penalty: 4527.618164
	Iteration 6Q: 3 clusters Score -1042198 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1042504.187500 Penalty: 4527.618164
	Iteration 7Q: 3 clusters Score -1042504 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1042788.062500 Penalty: 4527.618164
	Iteration 8Q: 3 clusters Score -1042788 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1043035.125000 Penalty: 4527.618164
	Iteration 9Q: 3 clusters Score -1043035 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1043197.625000 Penalty: 4527.618164
	Iteration 10Q: 3 clusters Score -1043198 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1043323.687500 Penalty: 4527.618164
	Iteration 11Q: 3 clusters Score -1043324 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1043424.437500 Penalty: 4527.618164
	Iteration 12Q: 3 clusters Score -1043424 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1043488.062500 Penalty: 4527.618164
	Iteration 13Q: 3 clusters Score -1043488 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1043545.937500 Penalty: 4527.618164
	Iteration 14Q: 3 clusters Score -1043546 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1043591.562500 Penalty: 4527.618164
	Iteration 15Q: 3 clusters Score -1043592 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1043628.125000 Penalty: 4527.618164
	Iteration 16Q: 3 clusters Score -1043628 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1043658.375000 Penalty: 4527.618164
	Iteration 17Q: 3 clusters Score -1043658 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1043690.125000 Penalty: 4527.618164
	Iteration 18Q: 3 clusters Score -1043690 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1043714.000000 Penalty: 4527.618164
	Iteration 19Q: 3 clusters Score -1043714 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1043744.875000 Penalty: 4527.618164
	Iteration 20F: 3 clusters Score -1043745 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1043795.312500 Penalty: 4527.618164
	Iteration 21Q: 3 clusters Score -1043795 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1043833.500000 Penalty: 4527.618164
	Iteration 22Q: 3 clusters Score -1043834 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1043863.750000 Penalty: 4527.618164
	Iteration 23Q: 3 clusters Score -1043864 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1043900.812500 Penalty: 4527.618164
	Iteration 24Q: 3 clusters Score -1043901 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1043944.625000 Penalty: 4527.618164
	Iteration 25Q: 3 clusters Score -1043945 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1043973.062500 Penalty: 4527.618164
	Iteration 26Q: 3 clusters Score -1043973 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1044007.375000 Penalty: 4527.618164
	Iteration 27Q: 3 clusters Score -1044007 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1044036.187500 Penalty: 4527.618164
	Iteration 28Q: 3 clusters Score -1044036 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1044062.687500 Penalty: 4527.618164
	Iteration 29Q: 3 clusters Score -1044063 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1044091.437500 Penalty: 4527.618164
	Iteration 30Q: 3 clusters Score -1044091 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1044110.687500 Penalty: 4527.618164
	Iteration 31Q: 3 clusters Score -1044111 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1044126.375000 Penalty: 4527.618164
	Iteration 32Q: 3 clusters Score -1044126 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1044137.312500 Penalty: 4527.618164
	Iteration 33Q: 3 clusters Score -1044137 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1044154.000000 Penalty: 4527.618164
	Iteration 34Q: 3 clusters Score -1044154 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1044167.875000 Penalty: 4527.618164
	Iteration 35Q: 3 clusters Score -1044168 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1044172.437500 Penalty: 4527.618164
	Iteration 36Q: 3 clusters Score -1044172 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1044178.187500 Penalty: 4527.618164
	Iteration 37Q: 3 clusters Score -1044178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1044180.937500 Penalty: 4527.618164
	Iteration 38Q: 3 clusters Score -1044181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1044180.812500 Penalty: 4527.618164
	Iteration 39Q: 3 clusters Score -1044181 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1044187.312500 Penalty: 4527.618164
	Iteration 40F: 3 clusters Score -1044187 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1044193.312500 Penalty: 4527.618164
	Iteration 41Q: 3 clusters Score -1044193 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1044198.000000 Penalty: 4527.618164
	Iteration 42Q: 3 clusters Score -1044198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1044200.562500 Penalty: 4527.618164
	Iteration 43Q: 3 clusters Score -1044201 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1044204.000000 Penalty: 4527.618164
	Iteration 44Q: 3 clusters Score -1044204 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1044210.625000 Penalty: 4527.618164
	Iteration 45Q: 3 clusters Score -1044211 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1044211.875000 Penalty: 4527.618164
	Iteration 46Q: 3 clusters Score -1044212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1044214.687500 Penalty: 4527.618164
	Iteration 47Q: 3 clusters Score -1044215 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1044216.500000 Penalty: 4527.618164
	Iteration 48Q: 3 clusters Score -1044216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1044218.375000 Penalty: 4527.618164
	Iteration 49Q: 3 clusters Score -1044218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1044219.000000 Penalty: 4527.618164
	Iteration 50Q: 3 clusters Score -1044219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1044219.687500 Penalty: 4527.618164
	Iteration 51Q: 3 clusters Score -1044220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1044220.437500 Penalty: 4527.618164
	Iteration 52Q: 3 clusters Score -1044220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1044221.062500 Penalty: 4527.618164
	Iteration 53Q: 3 clusters Score -1044221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1044219.312500 Penalty: 4527.618164
	Iteration 54Q: 3 clusters Score -1044219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1044221.125000 Penalty: 4527.618164
	Iteration 55Q: 3 clusters Score -1044221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1044220.375000 Penalty: 4527.618164
	Iteration 56Q: 3 clusters Score -1044220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1044221.437500 Penalty: 4527.618164
	Iteration 57Q: 3 clusters Score -1044221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1044221.437500 Penalty: 4527.618164
	Iteration 58F: 3 clusters Score -1044221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Entering Unmasked Estep 
Score: -326610.125000 Penalty: 1975.196777
	Iteration 0F: 2 clusters Score -326610.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -323456.281250 Penalty: 3950.393555
	Iteration 0F: 3 clusters Score -323456.3 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -324157.562500 Penalty: 3950.393555
	Iteration 1F: 3 clusters Score -324157.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -324340.406250 Penalty: 3950.393555
	Iteration 2F: 3 clusters Score -324340.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -324450.593750 Penalty: 3950.393555
	Iteration 3F: 3 clusters Score -324450.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -324529.375000 Penalty: 3950.393555
	Iteration 4Q: 3 clusters Score -324529.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -324593.718750 Penalty: 3950.393555
	Iteration 5Q: 3 clusters Score -324593.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -324634.500000 Penalty: 3950.393555
	Iteration 6Q: 3 clusters Score -324634.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -324666.718750 Penalty: 3950.393555
	Iteration 7Q: 3 clusters Score -324666.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -324708.343750 Penalty: 3950.393555
	Iteration 8Q: 3 clusters Score -324708.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -324746.406250 Penalty: 3950.393555
	Iteration 9Q: 3 clusters Score -324746.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -324784.625000 Penalty: 3950.393555
	Iteration 10Q: 3 clusters Score -324784.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -324812.375000 Penalty: 3950.393555
	Iteration 11Q: 3 clusters Score -324812.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -324835.656250 Penalty: 3950.393555
	Iteration 12Q: 3 clusters Score -324835.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -324855.906250 Penalty: 3950.393555
	Iteration 13Q: 3 clusters Score -324855.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -324879.218750 Penalty: 3950.393555
	Iteration 14Q: 3 clusters Score -324879.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -324895.343750 Penalty: 3950.393555
	Iteration 15Q: 3 clusters Score -324895.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -324907.812500 Penalty: 3950.393555
	Iteration 16Q: 3 clusters Score -324907.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -324921.781250 Penalty: 3950.393555
	Iteration 17Q: 3 clusters Score -324921.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -324941.843750 Penalty: 3950.393555
	Iteration 18Q: 3 clusters Score -324941.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -324951.593750 Penalty: 3950.393555
	Iteration 19Q: 3 clusters Score -324951.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -324963.000000 Penalty: 3950.393555
	Iteration 20F: 3 clusters Score -324963 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -324970.062500 Penalty: 3950.393555
	Iteration 21Q: 3 clusters Score -324970.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -324976.500000 Penalty: 3950.393555
	Iteration 22Q: 3 clusters Score -324976.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -324983.406250 Penalty: 3950.393555
	Iteration 23Q: 3 clusters Score -324983.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -324990.343750 Penalty: 3950.393555
	Iteration 24Q: 3 clusters Score -324990.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -324999.437500 Penalty: 3950.393555
	Iteration 25Q: 3 clusters Score -324999.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -325015.406250 Penalty: 3950.393555
	Iteration 26Q: 3 clusters Score -325015.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -325031.031250 Penalty: 3950.393555
	Iteration 27Q: 3 clusters Score -325031 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -325041.093750 Penalty: 3950.393555
	Iteration 28Q: 3 clusters Score -325041.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -325047.000000 Penalty: 3950.393555
	Iteration 29Q: 3 clusters Score -325047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -325054.250000 Penalty: 3950.393555
	Iteration 30Q: 3 clusters Score -325054.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -325058.625000 Penalty: 3950.393555
	Iteration 31Q: 3 clusters Score -325058.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -325061.593750 Penalty: 3950.393555
	Iteration 32Q: 3 clusters Score -325061.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -325062.718750 Penalty: 3950.393555
	Iteration 33Q: 3 clusters Score -325062.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -325063.875000 Penalty: 3950.393555
	Iteration 34Q: 3 clusters Score -325063.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -325066.437500 Penalty: 3950.393555
	Iteration 35Q: 3 clusters Score -325066.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -325069.062500 Penalty: 3950.393555
	Iteration 36Q: 3 clusters Score -325069.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -325070.718750 Penalty: 3950.393555
	Iteration 37Q: 3 clusters Score -325070.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -325071.437500 Penalty: 3950.393555
	Iteration 38Q: 3 clusters Score -325071.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -325072.187500 Penalty: 3950.393555
	Iteration 39Q: 3 clusters Score -325072.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -325072.187500 Penalty: 3950.393555
	Iteration 40F: 3 clusters Score -325072.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (83101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83101 members 
Entering Unmasked Estep 
Score: -10145659.000000 Penalty: 2809.297363
	Iteration 0F: 2 clusters Score -1.014566e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41613 members 
Mstep: Class 2 contains 41488 members 
Entering Unmasked Estep 
Score: -10089878.000000 Penalty: 5618.594727
	Iteration 0F: 3 clusters Score -1.008988e+07 nChanged 39219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42238 members 
Mstep: Class 2 contains 40863 members 
Entering Unmasked Estep 
Score: -10112112.000000 Penalty: 5618.594727
	Iteration 1F: 3 clusters Score -1.011211e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42798 members 
Mstep: Class 2 contains 40303 members 
Entering Unmasked Estep 
Score: -10112789.000000 Penalty: 5618.594727
	Iteration 2Q: 3 clusters Score -1.011279e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43757 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
Score: -10113479.000000 Penalty: 5618.594727
	Iteration 3Q: 3 clusters Score -1.011348e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45358 members 
Mstep: Class 2 contains 37743 members 
Entering Unmasked Estep 
Score: -10114587.000000 Penalty: 5618.594727
	Iteration 4Q: 3 clusters Score -1.011459e+07 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47790 members 
Mstep: Class 2 contains 35311 members 
Entering Unmasked Estep 
Score: -10116212.000000 Penalty: 5618.594727
	Iteration 5Q: 3 clusters Score -1.011621e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51313 members 
Mstep: Class 2 contains 31788 members 
Entering Unmasked Estep 
Score: -10118758.000000 Penalty: 5618.594727
	Iteration 6F: 3 clusters Score -1.011876e+07 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55878 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -10122378.000000 Penalty: 5618.594727
	Iteration 7F: 3 clusters Score -1.012238e+07 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61121 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -10126644.000000 Penalty: 5618.594727
	Iteration 8F: 3 clusters Score -1.012664e+07 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66444 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -10131132.000000 Penalty: 5618.594727
	Iteration 9F: 3 clusters Score -1.013113e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71276 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -10135114.000000 Penalty: 5618.594727
	Iteration 10F: 3 clusters Score -1.013511e+07 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75093 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -10138160.000000 Penalty: 5618.594727
	Iteration 11Q: 3 clusters Score -1.013816e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77865 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -10140291.000000 Penalty: 5618.594727
	Iteration 12Q: 3 clusters Score -1.014029e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79619 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -10141601.000000 Penalty: 5618.594727
	Iteration 13Q: 3 clusters Score -1.01416e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80678 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -10142343.000000 Penalty: 5618.594727
	Iteration 14Q: 3 clusters Score -1.014234e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81295 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -10142752.000000 Penalty: 5618.594727
	Iteration 15Q: 3 clusters Score -1.014275e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81662 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -10143035.000000 Penalty: 5618.594727
	Iteration 16Q: 3 clusters Score -1.014304e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81900 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -10143207.000000 Penalty: 5618.594727
	Iteration 17Q: 3 clusters Score -1.014321e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82054 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -10143277.000000 Penalty: 5618.594727
	Iteration 18Q: 3 clusters Score -1.014328e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82151 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -10143379.000000 Penalty: 5618.594727
	Iteration 19Q: 3 clusters Score -1.014338e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82206 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -10143431.000000 Penalty: 5618.594727
	Iteration 20F: 3 clusters Score -1.014343e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82236 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -10143450.000000 Penalty: 5618.594727
	Iteration 21Q: 3 clusters Score -1.014345e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82266 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -10143471.000000 Penalty: 5618.594727
	Iteration 22Q: 3 clusters Score -1.014347e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82295 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -10143497.000000 Penalty: 5618.594727
	Iteration 23Q: 3 clusters Score -1.01435e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82315 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -10143510.000000 Penalty: 5618.594727
	Iteration 24Q: 3 clusters Score -1.014351e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82332 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -10143518.000000 Penalty: 5618.594727
	Iteration 25Q: 3 clusters Score -1.014352e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82338 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -10143534.000000 Penalty: 5618.594727
	Iteration 26Q: 3 clusters Score -1.014353e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82347 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -10143548.000000 Penalty: 5618.594727
	Iteration 27Q: 3 clusters Score -1.014355e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82358 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -10143550.000000 Penalty: 5618.594727
	Iteration 28Q: 3 clusters Score -1.014355e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82369 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -10143558.000000 Penalty: 5618.594727
	Iteration 29Q: 3 clusters Score -1.014356e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82373 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -10143565.000000 Penalty: 5618.594727
	Iteration 30Q: 3 clusters Score -1.014356e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82379 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -10143576.000000 Penalty: 5618.594727
	Iteration 31Q: 3 clusters Score -1.014358e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82382 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -10143569.000000 Penalty: 5618.594727
	Iteration 32Q: 3 clusters Score -1.014357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82386 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -10143579.000000 Penalty: 5618.594727
	Iteration 33Q: 3 clusters Score -1.014358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82388 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -10143579.000000 Penalty: 5618.594727
	Iteration 34Q: 3 clusters Score -1.014358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82388 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -10143582.000000 Penalty: 5618.594727
	Iteration 35Q: 3 clusters Score -1.014358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82391 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -10143579.000000 Penalty: 5618.594727
	Iteration 36Q: 3 clusters Score -1.014358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82390 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -10143582.000000 Penalty: 5618.594727
	Iteration 37Q: 3 clusters Score -1.014358e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82392 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -10143581.000000 Penalty: 5618.594727
	Iteration 38Q: 3 clusters Score -1.014358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82392 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -10143585.000000 Penalty: 5618.594727
	Iteration 39Q: 3 clusters Score -1.014358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82392 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -10143580.000000 Penalty: 5618.594727
	Iteration 40F: 3 clusters Score -1.014358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82391 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -10143593.000000 Penalty: 5618.594727
	Iteration 41Q: 3 clusters Score -1.014359e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82399 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -10143597.000000 Penalty: 5618.594727
	Iteration 42Q: 3 clusters Score -1.01436e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82401 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -10143603.000000 Penalty: 5618.594727
	Iteration 43Q: 3 clusters Score -1.01436e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82405 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -10143601.000000 Penalty: 5618.594727
	Iteration 44Q: 3 clusters Score -1.01436e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82407 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -10143596.000000 Penalty: 5618.594727
	Iteration 45Q: 3 clusters Score -1.01436e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82408 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -10143599.000000 Penalty: 5618.594727
	Iteration 46Q: 3 clusters Score -1.01436e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82408 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -10143599.000000 Penalty: 5618.594727
	Iteration 47F: 3 clusters Score -1.01436e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (9035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Entering Unmasked Estep 
Score: -1051616.875000 Penalty: 2258.997559
	Iteration 0F: 2 clusters Score -1051617 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 4545 members 
Entering Unmasked Estep 
Score: -1044576.625000 Penalty: 4517.995117
	Iteration 0F: 3 clusters Score -1044577 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1046627.000000 Penalty: 4517.995117
	Iteration 1F: 3 clusters Score -1046627 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1046938.125000 Penalty: 4517.995117
	Iteration 2F: 3 clusters Score -1046938 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1047180.937500 Penalty: 4517.995117
	Iteration 3F: 3 clusters Score -1047181 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1047341.187500 Penalty: 4517.995117
	Iteration 4Q: 3 clusters Score -1047341 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1047497.750000 Penalty: 4517.995117
	Iteration 5Q: 3 clusters Score -1047498 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1047684.125000 Penalty: 4517.995117
	Iteration 6Q: 3 clusters Score -1047684 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1047875.500000 Penalty: 4517.995117
	Iteration 7Q: 3 clusters Score -1047876 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1048107.000000 Penalty: 4517.995117
	Iteration 8Q: 3 clusters Score -1048107 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1048345.625000 Penalty: 4517.995117
	Iteration 9Q: 3 clusters Score -1048346 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1048589.500000 Penalty: 4517.995117
	Iteration 10Q: 3 clusters Score -1048590 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1048837.625000 Penalty: 4517.995117
	Iteration 11Q: 3 clusters Score -1048838 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1049069.500000 Penalty: 4517.995117
	Iteration 12Q: 3 clusters Score -1049070 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1049293.875000 Penalty: 4517.995117
	Iteration 13Q: 3 clusters Score -1049294 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1049477.125000 Penalty: 4517.995117
	Iteration 14Q: 3 clusters Score -1049477 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1049638.250000 Penalty: 4517.995117
	Iteration 15Q: 3 clusters Score -1049638 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1049773.250000 Penalty: 4517.995117
	Iteration 16Q: 3 clusters Score -1049773 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1049845.750000 Penalty: 4517.995117
	Iteration 17Q: 3 clusters Score -1049846 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1049887.875000 Penalty: 4517.995117
	Iteration 18Q: 3 clusters Score -1049888 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1049927.250000 Penalty: 4517.995117
	Iteration 19Q: 3 clusters Score -1049927 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1049953.000000 Penalty: 4517.995117
	Iteration 20F: 3 clusters Score -1049953 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1049976.500000 Penalty: 4517.995117
	Iteration 21Q: 3 clusters Score -1049976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1049989.750000 Penalty: 4517.995117
	Iteration 22Q: 3 clusters Score -1049990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1050000.125000 Penalty: 4517.995117
	Iteration 23Q: 3 clusters Score -1050000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1050005.250000 Penalty: 4517.995117
	Iteration 24Q: 3 clusters Score -1050005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1050012.000000 Penalty: 4517.995117
	Iteration 25Q: 3 clusters Score -1050012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1050014.000000 Penalty: 4517.995117
	Iteration 26Q: 3 clusters Score -1050014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1050026.125000 Penalty: 4517.995117
	Iteration 27Q: 3 clusters Score -1050026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1050031.000000 Penalty: 4517.995117
	Iteration 28Q: 3 clusters Score -1050031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1050039.125000 Penalty: 4517.995117
	Iteration 29Q: 3 clusters Score -1050039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1050046.375000 Penalty: 4517.995117
	Iteration 30Q: 3 clusters Score -1050046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1050051.875000 Penalty: 4517.995117
	Iteration 31Q: 3 clusters Score -1050052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1050053.750000 Penalty: 4517.995117
	Iteration 32Q: 3 clusters Score -1050054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1050054.250000 Penalty: 4517.995117
	Iteration 33Q: 3 clusters Score -1050054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1050056.000000 Penalty: 4517.995117
	Iteration 34Q: 3 clusters Score -1050056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1050056.750000 Penalty: 4517.995117
	Iteration 35Q: 3 clusters Score -1050057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1050062.125000 Penalty: 4517.995117
	Iteration 36Q: 3 clusters Score -1050062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1050065.000000 Penalty: 4517.995117
	Iteration 37Q: 3 clusters Score -1050065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1050066.250000 Penalty: 4517.995117
	Iteration 38Q: 3 clusters Score -1050066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1050065.375000 Penalty: 4517.995117
	Iteration 39Q: 3 clusters Score -1050065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1050066.500000 Penalty: 4517.995117
	Iteration 40F: 3 clusters Score -1050066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (8384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Entering Unmasked Estep 
Score: -958202.312500 Penalty: 2240.451904
	Iteration 0F: 2 clusters Score -958202.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -951603.062500 Penalty: 4480.903809
	Iteration 0F: 3 clusters Score -951603.1 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -953431.500000 Penalty: 4480.903809
	Iteration 1F: 3 clusters Score -953431.5 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -953719.250000 Penalty: 4480.903809
	Iteration 2F: 3 clusters Score -953719.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -953950.187500 Penalty: 4480.903809
	Iteration 3F: 3 clusters Score -953950.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -954165.000000 Penalty: 4480.903809
	Iteration 4Q: 3 clusters Score -954165 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -954326.062500 Penalty: 4480.903809
	Iteration 5Q: 3 clusters Score -954326.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -954484.625000 Penalty: 4480.903809
	Iteration 6Q: 3 clusters Score -954484.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -954652.750000 Penalty: 4480.903809
	Iteration 7Q: 3 clusters Score -954652.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -954844.375000 Penalty: 4480.903809
	Iteration 8Q: 3 clusters Score -954844.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -955026.125000 Penalty: 4480.903809
	Iteration 9Q: 3 clusters Score -955026.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -955227.062500 Penalty: 4480.903809
	Iteration 10Q: 3 clusters Score -955227.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -955453.250000 Penalty: 4480.903809
	Iteration 11Q: 3 clusters Score -955453.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -955660.812500 Penalty: 4480.903809
	Iteration 12Q: 3 clusters Score -955660.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -955839.562500 Penalty: 4480.903809
	Iteration 13Q: 3 clusters Score -955839.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -955985.937500 Penalty: 4480.903809
	Iteration 14Q: 3 clusters Score -955985.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -956147.000000 Penalty: 4480.903809
	Iteration 15Q: 3 clusters Score -956147 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -956269.437500 Penalty: 4480.903809
	Iteration 16Q: 3 clusters Score -956269.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -956352.875000 Penalty: 4480.903809
	Iteration 17Q: 3 clusters Score -956352.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -956413.125000 Penalty: 4480.903809
	Iteration 18Q: 3 clusters Score -956413.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -956443.062500 Penalty: 4480.903809
	Iteration 19Q: 3 clusters Score -956443.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -956463.937500 Penalty: 4480.903809
	Iteration 20F: 3 clusters Score -956463.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -956478.812500 Penalty: 4480.903809
	Iteration 21Q: 3 clusters Score -956478.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -956485.187500 Penalty: 4480.903809
	Iteration 22Q: 3 clusters Score -956485.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -956491.312500 Penalty: 4480.903809
	Iteration 23Q: 3 clusters Score -956491.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -956492.937500 Penalty: 4480.903809
	Iteration 24Q: 3 clusters Score -956492.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -956494.187500 Penalty: 4480.903809
	Iteration 25Q: 3 clusters Score -956494.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -956495.562500 Penalty: 4480.903809
	Iteration 26Q: 3 clusters Score -956495.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -956497.875000 Penalty: 4480.903809
	Iteration 27Q: 3 clusters Score -956497.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -956497.812500 Penalty: 4480.903809
	Iteration 28Q: 3 clusters Score -956497.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -956497.812500 Penalty: 4480.903809
	Iteration 29F: 3 clusters Score -956497.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -45643.226562 Penalty: 1513.434570
	Iteration 0F: 2 clusters Score -45643.23 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 215 members 
Entering Unmasked Estep 
Score: -44208.058594 Penalty: 3026.869141
	Iteration 0F: 3 clusters Score -44208.06 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -44557.835938 Penalty: 3026.869141
	Iteration 1F: 3 clusters Score -44557.84 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -44701.988281 Penalty: 3026.869141
	Iteration 2F: 3 clusters Score -44701.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -44789.726562 Penalty: 3026.869141
	Iteration 3Q: 3 clusters Score -44789.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -44872.554688 Penalty: 3026.869141
	Iteration 4Q: 3 clusters Score -44872.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -44919.437500 Penalty: 3026.869141
	Iteration 5Q: 3 clusters Score -44919.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -44948.214844 Penalty: 3026.869141
	Iteration 6Q: 3 clusters Score -44948.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -44986.042969 Penalty: 3026.869141
	Iteration 7Q: 3 clusters Score -44986.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -45004.617188 Penalty: 3026.869141
	Iteration 8Q: 3 clusters Score -45004.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -45033.734375 Penalty: 3026.869141
	Iteration 9Q: 3 clusters Score -45033.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -45045.968750 Penalty: 3026.869141
	Iteration 10Q: 3 clusters Score -45045.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -45060.714844 Penalty: 3026.869141
	Iteration 11Q: 3 clusters Score -45060.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -45068.089844 Penalty: 3026.869141
	Iteration 12Q: 3 clusters Score -45068.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -45068.089844 Penalty: 3026.869141
	Iteration 13F: 3 clusters Score -45068.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Entering Unmasked Estep 
Score: -976945.250000 Penalty: 2236.636475
	Iteration 0F: 2 clusters Score -976945.2 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 4109 members 
Entering Unmasked Estep 
Score: -970379.062500 Penalty: 4473.272949
	Iteration 0F: 3 clusters Score -970379.1 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -972207.625000 Penalty: 4473.272949
	Iteration 1F: 3 clusters Score -972207.6 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -972499.562500 Penalty: 4473.272949
	Iteration 2F: 3 clusters Score -972499.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -972672.562500 Penalty: 4473.272949
	Iteration 3F: 3 clusters Score -972672.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -972802.812500 Penalty: 4473.272949
	Iteration 4Q: 3 clusters Score -972802.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -972899.312500 Penalty: 4473.272949
	Iteration 5Q: 3 clusters Score -972899.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -972973.125000 Penalty: 4473.272949
	Iteration 6Q: 3 clusters Score -972973.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -973035.875000 Penalty: 4473.272949
	Iteration 7Q: 3 clusters Score -973035.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -973105.812500 Penalty: 4473.272949
	Iteration 8Q: 3 clusters Score -973105.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -973164.750000 Penalty: 4473.272949
	Iteration 9Q: 3 clusters Score -973164.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -973215.812500 Penalty: 4473.272949
	Iteration 10Q: 3 clusters Score -973215.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -973255.187500 Penalty: 4473.272949
	Iteration 11Q: 3 clusters Score -973255.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -973296.000000 Penalty: 4473.272949
	Iteration 12Q: 3 clusters Score -973296 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -973326.000000 Penalty: 4473.272949
	Iteration 13Q: 3 clusters Score -973326 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -973359.625000 Penalty: 4473.272949
	Iteration 14Q: 3 clusters Score -973359.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -973379.687500 Penalty: 4473.272949
	Iteration 15Q: 3 clusters Score -973379.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -973403.625000 Penalty: 4473.272949
	Iteration 16Q: 3 clusters Score -973403.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -973428.875000 Penalty: 4473.272949
	Iteration 17Q: 3 clusters Score -973428.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -973454.375000 Penalty: 4473.272949
	Iteration 18Q: 3 clusters Score -973454.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -973479.250000 Penalty: 4473.272949
	Iteration 19Q: 3 clusters Score -973479.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -973508.250000 Penalty: 4473.272949
	Iteration 20F: 3 clusters Score -973508.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -973539.812500 Penalty: 4473.272949
	Iteration 21Q: 3 clusters Score -973539.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -973568.250000 Penalty: 4473.272949
	Iteration 22Q: 3 clusters Score -973568.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -973592.687500 Penalty: 4473.272949
	Iteration 23Q: 3 clusters Score -973592.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -973617.375000 Penalty: 4473.272949
	Iteration 24Q: 3 clusters Score -973617.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -973643.625000 Penalty: 4473.272949
	Iteration 25Q: 3 clusters Score -973643.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -973675.687500 Penalty: 4473.272949
	Iteration 26Q: 3 clusters Score -973675.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -973716.125000 Penalty: 4473.272949
	Iteration 27Q: 3 clusters Score -973716.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -973762.375000 Penalty: 4473.272949
	Iteration 28Q: 3 clusters Score -973762.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -973808.750000 Penalty: 4473.272949
	Iteration 29Q: 3 clusters Score -973808.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -973851.625000 Penalty: 4473.272949
	Iteration 30Q: 3 clusters Score -973851.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -973906.250000 Penalty: 4473.272949
	Iteration 31Q: 3 clusters Score -973906.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -973960.187500 Penalty: 4473.272949
	Iteration 32Q: 3 clusters Score -973960.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -974023.000000 Penalty: 4473.272949
	Iteration 33Q: 3 clusters Score -974023 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -974087.625000 Penalty: 4473.272949
	Iteration 34Q: 3 clusters Score -974087.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -974163.062500 Penalty: 4473.272949
	Iteration 35Q: 3 clusters Score -974163.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -974230.375000 Penalty: 4473.272949
	Iteration 36Q: 3 clusters Score -974230.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -974302.625000 Penalty: 4473.272949
	Iteration 37Q: 3 clusters Score -974302.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -974398.125000 Penalty: 4473.272949
	Iteration 38Q: 3 clusters Score -974398.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -974494.625000 Penalty: 4473.272949
	Iteration 39Q: 3 clusters Score -974494.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -974595.750000 Penalty: 4473.272949
	Iteration 40F: 3 clusters Score -974595.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -974697.812500 Penalty: 4473.272949
	Iteration 41Q: 3 clusters Score -974697.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -974798.062500 Penalty: 4473.272949
	Iteration 42Q: 3 clusters Score -974798.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -974886.187500 Penalty: 4473.272949
	Iteration 43Q: 3 clusters Score -974886.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -974951.750000 Penalty: 4473.272949
	Iteration 44Q: 3 clusters Score -974951.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -974997.937500 Penalty: 4473.272949
	Iteration 45Q: 3 clusters Score -974997.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -975035.437500 Penalty: 4473.272949
	Iteration 46Q: 3 clusters Score -975035.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -975066.937500 Penalty: 4473.272949
	Iteration 47Q: 3 clusters Score -975066.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -975088.312500 Penalty: 4473.272949
	Iteration 48Q: 3 clusters Score -975088.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -975103.062500 Penalty: 4473.272949
	Iteration 49Q: 3 clusters Score -975103.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -975117.812500 Penalty: 4473.272949
	Iteration 50Q: 3 clusters Score -975117.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -975123.625000 Penalty: 4473.272949
	Iteration 51Q: 3 clusters Score -975123.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -975125.812500 Penalty: 4473.272949
	Iteration 52Q: 3 clusters Score -975125.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -975127.125000 Penalty: 4473.272949
	Iteration 53Q: 3 clusters Score -975127.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -975130.312500 Penalty: 4473.272949
	Iteration 54Q: 3 clusters Score -975130.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -975132.187500 Penalty: 4473.272949
	Iteration 55Q: 3 clusters Score -975132.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -975136.625000 Penalty: 4473.272949
	Iteration 56Q: 3 clusters Score -975136.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -975139.500000 Penalty: 4473.272949
	Iteration 57Q: 3 clusters Score -975139.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -975141.687500 Penalty: 4473.272949
	Iteration 58Q: 3 clusters Score -975141.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -975141.687500 Penalty: 4473.272949
	Iteration 59F: 3 clusters Score -975141.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -83620.398438 Penalty: 1662.694824
	Iteration 0F: 2 clusters Score -83620.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -81920.390625 Penalty: 3325.389648
	Iteration 0F: 3 clusters Score -81920.39 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -82591.656250 Penalty: 3325.389648
	Iteration 1F: 3 clusters Score -82591.66 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -83244.109375 Penalty: 3325.389648
	Iteration 2F: 3 clusters Score -83244.11 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -83738.828125 Penalty: 3325.389648
	Iteration 3F: 3 clusters Score -83738.83 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -83904.726562 Penalty: 3325.389648
	Iteration 4F: 3 clusters Score -83904.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -84020.750000 Penalty: 3325.389648
	Iteration 5Q: 3 clusters Score -84020.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -84050.906250 Penalty: 3325.389648
	Iteration 6Q: 3 clusters Score -84050.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -84100.437500 Penalty: 3325.389648
	Iteration 7Q: 3 clusters Score -84100.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -84126.609375 Penalty: 3325.389648
	Iteration 8Q: 3 clusters Score -84126.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -84137.117188 Penalty: 3325.389648
	Iteration 9Q: 3 clusters Score -84137.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -84157.320312 Penalty: 3325.389648
	Iteration 10Q: 3 clusters Score -84157.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -84173.085938 Penalty: 3325.389648
	Iteration 11Q: 3 clusters Score -84173.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -84182.171875 Penalty: 3325.389648
	Iteration 12Q: 3 clusters Score -84182.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -84199.398438 Penalty: 3325.389648
	Iteration 13Q: 3 clusters Score -84199.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -84212.226562 Penalty: 3325.389648
	Iteration 14Q: 3 clusters Score -84212.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -84221.109375 Penalty: 3325.389648
	Iteration 15Q: 3 clusters Score -84221.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -84221.109375 Penalty: 3325.389648
	Iteration 16F: 3 clusters Score -84221.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 10985 members 
Mstep: Class 3 contains 57357 members 
Mstep: Class 4 contains 9286 members 
Mstep: Class 5 contains 4063 members 
Mstep: Class 6 contains 16929 members 
Mstep: Class 7 contains 13246 members 
Mstep: Class 8 contains 127425 members 
Mstep: Class 9 contains 12629 members 
Mstep: Class 10 contains 202127 members 
Mstep: Class 11 contains 212165 members 
Mstep: Class 12 contains 12292 members 
Mstep: Class 13 contains 323765 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 41168 members 
Mstep: Class 16 contains 43400 members 
Mstep: Class 17 contains 17678 members 
Mstep: Class 18 contains 16452 members 
Mstep: Class 19 contains 6574 members 
Mstep: Class 20 contains 5668 members 
Mstep: Class 21 contains 40874 members 
Mstep: Class 22 contains 29130 members 
Mstep: Class 23 contains 176100 members 
Mstep: Class 24 contains 89004 members 
Mstep: Class 25 contains 7643 members 
Mstep: Class 26 contains 238280 members 
Mstep: Class 27 contains 30132 members 
Mstep: Class 28 contains 3978 members 
Mstep: Class 29 contains 5825 members 
Mstep: Class 30 contains 103949 members 
Mstep: Class 31 contains 9212 members 
Mstep: Class 32 contains 2877 members 
Mstep: Class 33 contains 83101 members 
Mstep: Class 34 contains 9035 members 
Mstep: Class 35 contains 8384 members 
Mstep: Class 36 contains 447 members 
Mstep: Class 37 contains 8256 members 
Mstep: Class 38 contains 663 members 
Mstep: Class 39 contains 1149 members 
Mstep: Class 40 contains 4429 members 
Mstep: Class 41 contains 650 members 
Mstep: Class 42 contains 153 members 
Entering Unmasked Estep 
Score: -235449968.000000 Penalty: 151070.828125
Splitting cluster 38 changes total score from -235451104.000000 to -235449968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (1149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Entering Unmasked Estep 
Score: -123919.796875 Penalty: 1747.568481
	Iteration 0F: 2 clusters Score -123919.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -121862.335938 Penalty: 3495.136963
	Iteration 0F: 3 clusters Score -121862.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -122328.718750 Penalty: 3495.136963
	Iteration 1F: 3 clusters Score -122328.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -122579.757812 Penalty: 3495.136963
	Iteration 2F: 3 clusters Score -122579.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -122862.054688 Penalty: 3495.136963
	Iteration 3F: 3 clusters Score -122862.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -123159.640625 Penalty: 3495.136963
	Iteration 4F: 3 clusters Score -123159.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -123444.375000 Penalty: 3495.136963
	Iteration 5F: 3 clusters Score -123444.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -123606.593750 Penalty: 3495.136963
	Iteration 6Q: 3 clusters Score -123606.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -123659.570312 Penalty: 3495.136963
	Iteration 7Q: 3 clusters Score -123659.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -123683.257812 Penalty: 3495.136963
	Iteration 8Q: 3 clusters Score -123683.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -123698.906250 Penalty: 3495.136963
	Iteration 9Q: 3 clusters Score -123698.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -123710.523438 Penalty: 3495.136963
	Iteration 10Q: 3 clusters Score -123710.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -123713.203125 Penalty: 3495.136963
	Iteration 11Q: 3 clusters Score -123713.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -123715.750000 Penalty: 3495.136963
	Iteration 12Q: 3 clusters Score -123715.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -123719.445312 Penalty: 3495.136963
	Iteration 13Q: 3 clusters Score -123719.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -123721.468750 Penalty: 3495.136963
	Iteration 14Q: 3 clusters Score -123721.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -123727.234375 Penalty: 3495.136963
	Iteration 15Q: 3 clusters Score -123727.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -123742.359375 Penalty: 3495.136963
	Iteration 16Q: 3 clusters Score -123742.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -123770.453125 Penalty: 3495.136963
	Iteration 17Q: 3 clusters Score -123770.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -123831.585938 Penalty: 3495.136963
	Iteration 18Q: 3 clusters Score -123831.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -123913.351562 Penalty: 3495.136963
	Iteration 19Q: 3 clusters Score -123913.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -123932.937500 Penalty: 3495.136963
	Iteration 20F: 3 clusters Score -123932.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -123937.593750 Penalty: 3495.136963
	Iteration 21Q: 3 clusters Score -123937.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -123945.007812 Penalty: 3495.136963
	Iteration 22Q: 3 clusters Score -123945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -123946.515625 Penalty: 3495.136963
	Iteration 23Q: 3 clusters Score -123946.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -123946.515625 Penalty: 3495.136963
	Iteration 24F: 3 clusters Score -123946.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 10985 members 
Mstep: Class 3 contains 57357 members 
Mstep: Class 4 contains 9286 members 
Mstep: Class 5 contains 4063 members 
Mstep: Class 6 contains 16929 members 
Mstep: Class 7 contains 13246 members 
Mstep: Class 8 contains 127425 members 
Mstep: Class 9 contains 12629 members 
Mstep: Class 10 contains 202127 members 
Mstep: Class 11 contains 212165 members 
Mstep: Class 12 contains 12292 members 
Mstep: Class 13 contains 323765 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 41168 members 
Mstep: Class 16 contains 43400 members 
Mstep: Class 17 contains 17678 members 
Mstep: Class 18 contains 16452 members 
Mstep: Class 19 contains 6574 members 
Mstep: Class 20 contains 5668 members 
Mstep: Class 21 contains 40874 members 
Mstep: Class 22 contains 29130 members 
Mstep: Class 23 contains 176100 members 
Mstep: Class 24 contains 89004 members 
Mstep: Class 25 contains 7643 members 
Mstep: Class 26 contains 238280 members 
Mstep: Class 27 contains 30132 members 
Mstep: Class 28 contains 3978 members 
Mstep: Class 29 contains 5825 members 
Mstep: Class 30 contains 103949 members 
Mstep: Class 31 contains 9212 members 
Mstep: Class 32 contains 2877 members 
Mstep: Class 33 contains 83101 members 
Mstep: Class 34 contains 9035 members 
Mstep: Class 35 contains 8384 members 
Mstep: Class 36 contains 447 members 
Mstep: Class 37 contains 8256 members 
Mstep: Class 38 contains 816 members 
Mstep: Class 39 contains 380 members 
Mstep: Class 40 contains 4429 members 
Mstep: Class 41 contains 650 members 
Mstep: Class 42 contains 769 members 
Entering Unmasked Estep 
Score: -235450352.000000 Penalty: 151070.828125
Splitting cluster 39 changes total score from -235451104.000000 to -235450352.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 10985 members 
Mstep: Class 3 contains 57357 members 
Mstep: Class 4 contains 9286 members 
Mstep: Class 5 contains 4063 members 
Mstep: Class 6 contains 16929 members 
Mstep: Class 7 contains 13246 members 
Mstep: Class 8 contains 127425 members 
Mstep: Class 9 contains 12629 members 
Mstep: Class 10 contains 202127 members 
Mstep: Class 11 contains 212165 members 
Mstep: Class 12 contains 12292 members 
Mstep: Class 13 contains 323765 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 41168 members 
Mstep: Class 16 contains 43400 members 
Mstep: Class 17 contains 17678 members 
Mstep: Class 18 contains 16452 members 
Mstep: Class 19 contains 6574 members 
Mstep: Class 20 contains 5668 members 
Mstep: Class 21 contains 40874 members 
Mstep: Class 22 contains 29130 members 
Mstep: Class 23 contains 176100 members 
Mstep: Class 24 contains 89004 members 
Mstep: Class 25 contains 7643 members 
Mstep: Class 26 contains 238280 members 
Mstep: Class 27 contains 30132 members 
Mstep: Class 28 contains 3978 members 
Mstep: Class 29 contains 5825 members 
Mstep: Class 30 contains 103949 members 
Mstep: Class 31 contains 9212 members 
Mstep: Class 32 contains 2877 members 
Mstep: Class 33 contains 83101 members 
Mstep: Class 34 contains 9035 members 
Mstep: Class 35 contains 8384 members 
Mstep: Class 36 contains 447 members 
Mstep: Class 37 contains 8256 members 
Mstep: Class 38 contains 816 members 
Mstep: Class 39 contains 1149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235453056.000000 Penalty: 147473.906250
Iteration 199Q: 42 clusters Score -2.354531e+08 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 10987 members 
Mstep: Class 3 contains 57393 members 
Mstep: Class 4 contains 9308 members 
Mstep: Class 5 contains 4068 members 
Mstep: Class 6 contains 16932 members 
Mstep: Class 7 contains 13432 members 
Mstep: Class 8 contains 127537 members 
Mstep: Class 9 contains 12561 members 
Mstep: Class 10 contains 201932 members 
Mstep: Class 11 contains 212227 members 
Mstep: Class 12 contains 12337 members 
Mstep: Class 13 contains 323953 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 41242 members 
Mstep: Class 16 contains 43462 members 
Mstep: Class 17 contains 17762 members 
Mstep: Class 18 contains 16454 members 
Mstep: Class 19 contains 6575 members 
Mstep: Class 20 contains 5669 members 
Mstep: Class 21 contains 40876 members 
Mstep: Class 22 contains 29133 members 
Mstep: Class 23 contains 176231 members 
Mstep: Class 24 contains 88290 members 
Mstep: Class 25 contains 8040 members 
Mstep: Class 26 contains 237515 members 
Mstep: Class 27 contains 30254 members 
Mstep: Class 28 contains 4000 members 
Mstep: Class 29 contains 5844 members 
Mstep: Class 30 contains 103976 members 
Mstep: Class 31 contains 9224 members 
Mstep: Class 32 contains 2877 members 
Mstep: Class 33 contains 83329 members 
Mstep: Class 34 contains 9029 members 
Mstep: Class 35 contains 8400 members 
Mstep: Class 36 contains 446 members 
Mstep: Class 37 contains 8255 members 
Mstep: Class 38 contains 815 members 
Mstep: Class 39 contains 1151 members 
Mstep: Class 40 contains 4322 members 
Mstep: Class 41 contains 645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235455808.000000 Penalty: 147473.906250
Iteration 200F: 42 clusters Score -2.354558e+08 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 10977 members 
Mstep: Class 3 contains 57386 members 
Mstep: Class 4 contains 9310 members 
Mstep: Class 5 contains 4069 members 
Mstep: Class 6 contains 16930 members 
Mstep: Class 7 contains 13637 members 
Mstep: Class 8 contains 127464 members 
Mstep: Class 9 contains 12493 members 
Mstep: Class 10 contains 201811 members 
Mstep: Class 11 contains 212271 members 
Mstep: Class 12 contains 12345 members 
Mstep: Class 13 contains 324103 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 41296 members 
Mstep: Class 16 contains 43316 members 
Mstep: Class 17 contains 17522 members 
Mstep: Class 18 contains 16455 members 
Mstep: Class 19 contains 6568 members 
Mstep: Class 20 contains 5670 members 
Mstep: Class 21 contains 40860 members 
Mstep: Class 22 contains 29113 members 
Mstep: Class 23 contains 176047 members 
Mstep: Class 24 contains 88016 members 
Mstep: Class 25 contains 8255 members 
Mstep: Class 26 contains 236889 members 
Mstep: Class 27 contains 30249 members 
Mstep: Class 28 contains 3910 members 
Mstep: Class 29 contains 5838 members 
Mstep: Class 30 contains 103962 members 
Mstep: Class 31 contains 9246 members 
Mstep: Class 32 contains 2866 members 
Mstep: Class 33 contains 83204 members 
Mstep: Class 34 contains 9024 members 
Mstep: Class 35 contains 8403 members 
Mstep: Class 36 contains 455 members 
Mstep: Class 37 contains 8257 members 
Mstep: Class 38 contains 815 members 
Mstep: Class 39 contains 1153 members 
Mstep: Class 40 contains 5605 members 
Mstep: Class 41 contains 706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235457760.000000 Penalty: 147473.906250
Iteration 201Q: 42 clusters Score -2.354578e+08 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 10972 members 
Mstep: Class 3 contains 57382 members 
Mstep: Class 4 contains 9312 members 
Mstep: Class 5 contains 4067 members 
Mstep: Class 6 contains 16946 members 
Mstep: Class 7 contains 13807 members 
Mstep: Class 8 contains 127390 members 
Mstep: Class 9 contains 12451 members 
Mstep: Class 10 contains 201713 members 
Mstep: Class 11 contains 212327 members 
Mstep: Class 12 contains 12354 members 
Mstep: Class 13 contains 324251 members 
Mstep: Class 14 contains 311 members 
Mstep: Class 15 contains 41351 members 
Mstep: Class 16 contains 43205 members 
Mstep: Class 17 contains 17299 members 
Mstep: Class 18 contains 16458 members 
Mstep: Class 19 contains 6570 members 
Mstep: Class 20 contains 5670 members 
Mstep: Class 21 contains 40832 members 
Mstep: Class 22 contains 29112 members 
Mstep: Class 23 contains 175859 members 
Mstep: Class 24 contains 88024 members 
Mstep: Class 25 contains 8378 members 
Mstep: Class 26 contains 236406 members 
Mstep: Class 27 contains 30247 members 
Mstep: Class 28 contains 3843 members 
Mstep: Class 29 contains 5825 members 
Mstep: Class 30 contains 103958 members 
Mstep: Class 31 contains 9268 members 
Mstep: Class 32 contains 2866 members 
Mstep: Class 33 contains 83049 members 
Mstep: Class 34 contains 9027 members 
Mstep: Class 35 contains 8420 members 
Mstep: Class 36 contains 466 members 
Mstep: Class 37 contains 8259 members 
Mstep: Class 38 contains 815 members 
Mstep: Class 39 contains 1156 members 
Mstep: Class 40 contains 6455 members 
Mstep: Class 41 contains 727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235458592.000000 Penalty: 147473.906250
Iteration 202Q: 42 clusters Score -2.354586e+08 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 10966 members 
Mstep: Class 3 contains 57373 members 
Mstep: Class 4 contains 9314 members 
Mstep: Class 5 contains 4065 members 
Mstep: Class 6 contains 16971 members 
Mstep: Class 7 contains 13943 members 
Mstep: Class 8 contains 127310 members 
Mstep: Class 9 contains 12410 members 
Mstep: Class 10 contains 201655 members 
Mstep: Class 11 contains 212395 members 
Mstep: Class 12 contains 12377 members 
Mstep: Class 13 contains 324395 members 
Mstep: Class 14 contains 311 members 
Mstep: Class 15 contains 41387 members 
Mstep: Class 16 contains 43092 members 
Mstep: Class 17 contains 17105 members 
Mstep: Class 18 contains 16462 members 
Mstep: Class 19 contains 6576 members 
Mstep: Class 20 contains 5670 members 
Mstep: Class 21 contains 40803 members 
Mstep: Class 22 contains 29111 members 
Mstep: Class 23 contains 175715 members 
Mstep: Class 24 contains 88147 members 
Mstep: Class 25 contains 8455 members 
Mstep: Class 26 contains 235934 members 
Mstep: Class 27 contains 30240 members 
Mstep: Class 28 contains 3798 members 
Mstep: Class 29 contains 5818 members 
Mstep: Class 30 contains 103954 members 
Mstep: Class 31 contains 9291 members 
Mstep: Class 32 contains 2870 members 
Mstep: Class 33 contains 82909 members 
Mstep: Class 34 contains 9025 members 
Mstep: Class 35 contains 8431 members 
Mstep: Class 36 contains 460 members 
Mstep: Class 37 contains 8259 members 
Mstep: Class 38 contains 815 members 
Mstep: Class 39 contains 1162 members 
Mstep: Class 40 contains 7106 members 
Mstep: Class 41 contains 752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235459536.000000 Penalty: 147473.906250
Iteration 203Q: 42 clusters Score -2.354595e+08 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 10961 members 
Mstep: Class 3 contains 57362 members 
Mstep: Class 4 contains 9311 members 
Mstep: Class 5 contains 4070 members 
Mstep: Class 6 contains 17014 members 
Mstep: Class 7 contains 14052 members 
Mstep: Class 8 contains 127243 members 
Mstep: Class 9 contains 12365 members 
Mstep: Class 10 contains 201625 members 
Mstep: Class 11 contains 212451 members 
Mstep: Class 12 contains 12398 members 
Mstep: Class 13 contains 324511 members 
Mstep: Class 14 contains 311 members 
Mstep: Class 15 contains 41419 members 
Mstep: Class 16 contains 42989 members 
Mstep: Class 17 contains 16929 members 
Mstep: Class 18 contains 16462 members 
Mstep: Class 19 contains 6580 members 
Mstep: Class 20 contains 5670 members 
Mstep: Class 21 contains 40777 members 
Mstep: Class 22 contains 29098 members 
Mstep: Class 23 contains 175590 members 
Mstep: Class 24 contains 88347 members 
Mstep: Class 25 contains 8517 members 
Mstep: Class 26 contains 235482 members 
Mstep: Class 27 contains 30218 members 
Mstep: Class 28 contains 3763 members 
Mstep: Class 29 contains 5823 members 
Mstep: Class 30 contains 103967 members 
Mstep: Class 31 contains 9314 members 
Mstep: Class 32 contains 2869 members 
Mstep: Class 33 contains 82796 members 
Mstep: Class 34 contains 9026 members 
Mstep: Class 35 contains 8445 members 
Mstep: Class 36 contains 454 members 
Mstep: Class 37 contains 8259 members 
Mstep: Class 38 contains 815 members 
Mstep: Class 39 contains 1168 members 
Mstep: Class 40 contains 7616 members 
Mstep: Class 41 contains 767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235459376.000000 Penalty: 147473.906250
Iteration 204Q: 42 clusters Score -2.354594e+08 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 10959 members 
Mstep: Class 3 contains 57354 members 
Mstep: Class 4 contains 9318 members 
Mstep: Class 5 contains 4073 members 
Mstep: Class 6 contains 17046 members 
Mstep: Class 7 contains 14129 members 
Mstep: Class 8 contains 127183 members 
Mstep: Class 9 contains 12332 members 
Mstep: Class 10 contains 201599 members 
Mstep: Class 11 contains 212500 members 
Mstep: Class 12 contains 12418 members 
Mstep: Class 13 contains 324604 members 
Mstep: Class 14 contains 311 members 
Mstep: Class 15 contains 41449 members 
Mstep: Class 16 contains 42906 members 
Mstep: Class 17 contains 16778 members 
Mstep: Class 18 contains 16464 members 
Mstep: Class 19 contains 6578 members 
Mstep: Class 20 contains 5670 members 
Mstep: Class 21 contains 40763 members 
Mstep: Class 22 contains 29084 members 
Mstep: Class 23 contains 175502 members 
Mstep: Class 24 contains 88572 members 
Mstep: Class 25 contains 8563 members 
Mstep: Class 26 contains 235025 members 
Mstep: Class 27 contains 30215 members 
Mstep: Class 28 contains 3726 members 
Mstep: Class 29 contains 5822 members 
Mstep: Class 30 contains 103969 members 
Mstep: Class 31 contains 9326 members 
Mstep: Class 32 contains 2868 members 
Mstep: Class 33 contains 82735 members 
Mstep: Class 34 contains 9026 members 
Mstep: Class 35 contains 8451 members 
Mstep: Class 36 contains 445 members 
Mstep: Class 37 contains 8262 members 
Mstep: Class 38 contains 815 members 
Mstep: Class 39 contains 1177 members 
Mstep: Class 40 contains 8035 members 
Mstep: Class 41 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235459840.000000 Penalty: 147473.906250
Iteration 205Q: 42 clusters Score -2.354598e+08 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 10954 members 
Mstep: Class 3 contains 57351 members 
Mstep: Class 4 contains 9311 members 
Mstep: Class 5 contains 4075 members 
Mstep: Class 6 contains 17081 members 
Mstep: Class 7 contains 14210 members 
Mstep: Class 8 contains 127137 members 
Mstep: Class 9 contains 12326 members 
Mstep: Class 10 contains 201570 members 
Mstep: Class 11 contains 212511 members 
Mstep: Class 12 contains 12428 members 
Mstep: Class 13 contains 324671 members 
Mstep: Class 14 contains 311 members 
Mstep: Class 15 contains 41485 members 
Mstep: Class 16 contains 42839 members 
Mstep: Class 17 contains 16651 members 
Mstep: Class 18 contains 16464 members 
Mstep: Class 19 contains 6579 members 
Mstep: Class 20 contains 5672 members 
Mstep: Class 21 contains 40763 members 
Mstep: Class 22 contains 29073 members 
Mstep: Class 23 contains 175419 members 
Mstep: Class 24 contains 88847 members 
Mstep: Class 25 contains 8602 members 
Mstep: Class 26 contains 234556 members 
Mstep: Class 27 contains 30217 members 
Mstep: Class 28 contains 3694 members 
Mstep: Class 29 contains 5814 members 
Mstep: Class 30 contains 103985 members 
Mstep: Class 31 contains 9351 members 
Mstep: Class 32 contains 2871 members 
Mstep: Class 33 contains 82684 members 
Mstep: Class 34 contains 9031 members 
Mstep: Class 35 contains 8451 members 
Mstep: Class 36 contains 440 members 
Mstep: Class 37 contains 8262 members 
Mstep: Class 38 contains 815 members 
Mstep: Class 39 contains 1183 members 
Mstep: Class 40 contains 8358 members 
Mstep: Class 41 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235459776.000000 Penalty: 147473.906250
Iteration 206Q: 42 clusters Score -2.354598e+08 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 10950 members 
Mstep: Class 3 contains 57347 members 
Mstep: Class 4 contains 9310 members 
Mstep: Class 5 contains 4079 members 
Mstep: Class 6 contains 17111 members 
Mstep: Class 7 contains 14273 members 
Mstep: Class 8 contains 127096 members 
Mstep: Class 9 contains 12315 members 
Mstep: Class 10 contains 201541 members 
Mstep: Class 11 contains 212511 members 
Mstep: Class 12 contains 12431 members 
Mstep: Class 13 contains 324728 members 
Mstep: Class 14 contains 311 members 
Mstep: Class 15 contains 41515 members 
Mstep: Class 16 contains 42769 members 
Mstep: Class 17 contains 16547 members 
Mstep: Class 18 contains 16467 members 
Mstep: Class 19 contains 6582 members 
Mstep: Class 20 contains 5672 members 
Mstep: Class 21 contains 40774 members 
Mstep: Class 22 contains 29072 members 
Mstep: Class 23 contains 175361 members 
Mstep: Class 24 contains 89171 members 
Mstep: Class 25 contains 8617 members 
Mstep: Class 26 contains 234109 members 
Mstep: Class 27 contains 30209 members 
Mstep: Class 28 contains 3673 members 
Mstep: Class 29 contains 5807 members 
Mstep: Class 30 contains 103987 members 
Mstep: Class 31 contains 9384 members 
Mstep: Class 32 contains 2874 members 
Mstep: Class 33 contains 82655 members 
Mstep: Class 34 contains 9030 members 
Mstep: Class 35 contains 8459 members 
Mstep: Class 36 contains 437 members 
Mstep: Class 37 contains 8262 members 
Mstep: Class 38 contains 815 members 
Mstep: Class 39 contains 1187 members 
Mstep: Class 40 contains 8601 members 
Mstep: Class 41 contains 804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235460160.000000 Penalty: 147473.906250
Iteration 207Q: 42 clusters Score -2.354602e+08 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 10947 members 
Mstep: Class 3 contains 57345 members 
Mstep: Class 4 contains 9314 members 
Mstep: Class 5 contains 4086 members 
Mstep: Class 6 contains 17140 members 
Mstep: Class 7 contains 14331 members 
Mstep: Class 8 contains 127056 members 
Mstep: Class 9 contains 12314 members 
Mstep: Class 10 contains 201550 members 
Mstep: Class 11 contains 212496 members 
Mstep: Class 12 contains 12433 members 
Mstep: Class 13 contains 324786 members 
Mstep: Class 14 contains 311 members 
Mstep: Class 15 contains 41530 members 
Mstep: Class 16 contains 42695 members 
Mstep: Class 17 contains 16473 members 
Mstep: Class 18 contains 16469 members 
Mstep: Class 19 contains 6578 members 
Mstep: Class 20 contains 5675 members 
Mstep: Class 21 contains 40770 members 
Mstep: Class 22 contains 29068 members 
Mstep: Class 23 contains 175314 members 
Mstep: Class 24 contains 89459 members 
Mstep: Class 25 contains 8634 members 
Mstep: Class 26 contains 233675 members 
Mstep: Class 27 contains 30197 members 
Mstep: Class 28 contains 3656 members 
Mstep: Class 29 contains 5809 members 
Mstep: Class 30 contains 104005 members 
Mstep: Class 31 contains 9409 members 
Mstep: Class 32 contains 2881 members 
Mstep: Class 33 contains 82631 members 
Mstep: Class 34 contains 9032 members 
Mstep: Class 35 contains 8472 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 8262 members 
Mstep: Class 38 contains 814 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 8795 members 
Mstep: Class 41 contains 808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235460496.000000 Penalty: 147473.906250
Iteration 208Q: 42 clusters Score -2.354605e+08 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 10948 members 
Mstep: Class 3 contains 57348 members 
Mstep: Class 4 contains 9315 members 
Mstep: Class 5 contains 4089 members 
Mstep: Class 6 contains 17157 members 
Mstep: Class 7 contains 14361 members 
Mstep: Class 8 contains 127044 members 
Mstep: Class 9 contains 12308 members 
Mstep: Class 10 contains 201563 members 
Mstep: Class 11 contains 212455 members 
Mstep: Class 12 contains 12445 members 
Mstep: Class 13 contains 324859 members 
Mstep: Class 14 contains 311 members 
Mstep: Class 15 contains 41546 members 
Mstep: Class 16 contains 42614 members 
Mstep: Class 17 contains 16411 members 
Mstep: Class 18 contains 16470 members 
Mstep: Class 19 contains 6573 members 
Mstep: Class 20 contains 5678 members 
Mstep: Class 21 contains 40765 members 
Mstep: Class 22 contains 29068 members 
Mstep: Class 23 contains 175321 members 
Mstep: Class 24 contains 89750 members 
Mstep: Class 25 contains 8643 members 
Mstep: Class 26 contains 233255 members 
Mstep: Class 27 contains 30169 members 
Mstep: Class 28 contains 3634 members 
Mstep: Class 29 contains 5810 members 
Mstep: Class 30 contains 104012 members 
Mstep: Class 31 contains 9439 members 
Mstep: Class 32 contains 2887 members 
Mstep: Class 33 contains 82621 members 
Mstep: Class 34 contains 9030 members 
Mstep: Class 35 contains 8491 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 8265 members 
Mstep: Class 38 contains 813 members 
Mstep: Class 39 contains 1192 members 
Mstep: Class 40 contains 8944 members 
Mstep: Class 41 contains 811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235460960.000000 Penalty: 147473.906250
Iteration 209Q: 42 clusters Score -2.35461e+08 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 10949 members 
Mstep: Class 3 contains 57351 members 
Mstep: Class 4 contains 9312 members 
Mstep: Class 5 contains 4090 members 
Mstep: Class 6 contains 17167 members 
Mstep: Class 7 contains 14395 members 
Mstep: Class 8 contains 127025 members 
Mstep: Class 9 contains 12309 members 
Mstep: Class 10 contains 201571 members 
Mstep: Class 11 contains 212418 members 
Mstep: Class 12 contains 12456 members 
Mstep: Class 13 contains 324899 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 41565 members 
Mstep: Class 16 contains 42559 members 
Mstep: Class 17 contains 16354 members 
Mstep: Class 18 contains 16470 members 
Mstep: Class 19 contains 6569 members 
Mstep: Class 20 contains 5678 members 
Mstep: Class 21 contains 40774 members 
Mstep: Class 22 contains 29065 members 
Mstep: Class 23 contains 175338 members 
Mstep: Class 24 contains 89953 members 
Mstep: Class 25 contains 8655 members 
Mstep: Class 26 contains 232901 members 
Mstep: Class 27 contains 30162 members 
Mstep: Class 28 contains 3614 members 
Mstep: Class 29 contains 5813 members 
Mstep: Class 30 contains 104017 members 
Mstep: Class 31 contains 9467 members 
Mstep: Class 32 contains 2887 members 
Mstep: Class 33 contains 82605 members 
Mstep: Class 34 contains 9028 members 
Mstep: Class 35 contains 8504 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8272 members 
Mstep: Class 38 contains 812 members 
Mstep: Class 39 contains 1193 members 
Mstep: Class 40 contains 9092 members 
Mstep: Class 41 contains 812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235460784.000000 Penalty: 147473.906250
Iteration 210Q: 42 clusters Score -2.354608e+08 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 10954 members 
Mstep: Class 3 contains 57355 members 
Mstep: Class 4 contains 9309 members 
Mstep: Class 5 contains 4094 members 
Mstep: Class 6 contains 17185 members 
Mstep: Class 7 contains 14427 members 
Mstep: Class 8 contains 127008 members 
Mstep: Class 9 contains 12312 members 
Mstep: Class 10 contains 201585 members 
Mstep: Class 11 contains 212397 members 
Mstep: Class 12 contains 12469 members 
Mstep: Class 13 contains 324943 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 41582 members 
Mstep: Class 16 contains 42497 members 
Mstep: Class 17 contains 16311 members 
Mstep: Class 18 contains 16472 members 
Mstep: Class 19 contains 6572 members 
Mstep: Class 20 contains 5674 members 
Mstep: Class 21 contains 40776 members 
Mstep: Class 22 contains 29064 members 
Mstep: Class 23 contains 175326 members 
Mstep: Class 24 contains 90170 members 
Mstep: Class 25 contains 8658 members 
Mstep: Class 26 contains 232582 members 
Mstep: Class 27 contains 30149 members 
Mstep: Class 28 contains 3596 members 
Mstep: Class 29 contains 5816 members 
Mstep: Class 30 contains 104011 members 
Mstep: Class 31 contains 9499 members 
Mstep: Class 32 contains 2886 members 
Mstep: Class 33 contains 82596 members 
Mstep: Class 34 contains 9025 members 
Mstep: Class 35 contains 8512 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8276 members 
Mstep: Class 38 contains 812 members 
Mstep: Class 39 contains 1193 members 
Mstep: Class 40 contains 9196 members 
Mstep: Class 41 contains 815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235460448.000000 Penalty: 147473.906250
Iteration 211Q: 42 clusters Score -2.354604e+08 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 10958 members 
Mstep: Class 3 contains 57357 members 
Mstep: Class 4 contains 9306 members 
Mstep: Class 5 contains 4095 members 
Mstep: Class 6 contains 17203 members 
Mstep: Class 7 contains 14449 members 
Mstep: Class 8 contains 126994 members 
Mstep: Class 9 contains 12308 members 
Mstep: Class 10 contains 201588 members 
Mstep: Class 11 contains 212387 members 
Mstep: Class 12 contains 12473 members 
Mstep: Class 13 contains 324974 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 41583 members 
Mstep: Class 16 contains 42447 members 
Mstep: Class 17 contains 16271 members 
Mstep: Class 18 contains 16469 members 
Mstep: Class 19 contains 6577 members 
Mstep: Class 20 contains 5673 members 
Mstep: Class 21 contains 40769 members 
Mstep: Class 22 contains 29059 members 
Mstep: Class 23 contains 175339 members 
Mstep: Class 24 contains 90384 members 
Mstep: Class 25 contains 8668 members 
Mstep: Class 26 contains 232297 members 
Mstep: Class 27 contains 30137 members 
Mstep: Class 28 contains 3584 members 
Mstep: Class 29 contains 5821 members 
Mstep: Class 30 contains 104007 members 
Mstep: Class 31 contains 9524 members 
Mstep: Class 32 contains 2880 members 
Mstep: Class 33 contains 82585 members 
Mstep: Class 34 contains 9030 members 
Mstep: Class 35 contains 8522 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8276 members 
Mstep: Class 38 contains 812 members 
Mstep: Class 39 contains 1193 members 
Mstep: Class 40 contains 9290 members 
Mstep: Class 41 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235460576.000000 Penalty: 147473.906250
Iteration 212Q: 42 clusters Score -2.354606e+08 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 10962 members 
Mstep: Class 3 contains 57359 members 
Mstep: Class 4 contains 9302 members 
Mstep: Class 5 contains 4093 members 
Mstep: Class 6 contains 17221 members 
Mstep: Class 7 contains 14475 members 
Mstep: Class 8 contains 126974 members 
Mstep: Class 9 contains 12306 members 
Mstep: Class 10 contains 201602 members 
Mstep: Class 11 contains 212363 members 
Mstep: Class 12 contains 12480 members 
Mstep: Class 13 contains 324996 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 41588 members 
Mstep: Class 16 contains 42421 members 
Mstep: Class 17 contains 16223 members 
Mstep: Class 18 contains 16467 members 
Mstep: Class 19 contains 6577 members 
Mstep: Class 20 contains 5676 members 
Mstep: Class 21 contains 40771 members 
Mstep: Class 22 contains 29057 members 
Mstep: Class 23 contains 175350 members 
Mstep: Class 24 contains 90561 members 
Mstep: Class 25 contains 8675 members 
Mstep: Class 26 contains 232005 members 
Mstep: Class 27 contains 30133 members 
Mstep: Class 28 contains 3570 members 
Mstep: Class 29 contains 5820 members 
Mstep: Class 30 contains 104017 members 
Mstep: Class 31 contains 9562 members 
Mstep: Class 32 contains 2883 members 
Mstep: Class 33 contains 82579 members 
Mstep: Class 34 contains 9034 members 
Mstep: Class 35 contains 8528 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8277 members 
Mstep: Class 38 contains 812 members 
Mstep: Class 39 contains 1192 members 
Mstep: Class 40 contains 9378 members 
Mstep: Class 41 contains 817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235460368.000000 Penalty: 147473.906250
Iteration 213Q: 42 clusters Score -2.354604e+08 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 10962 members 
Mstep: Class 3 contains 57358 members 
Mstep: Class 4 contains 9300 members 
Mstep: Class 5 contains 4094 members 
Mstep: Class 6 contains 17237 members 
Mstep: Class 7 contains 14502 members 
Mstep: Class 8 contains 126963 members 
Mstep: Class 9 contains 12308 members 
Mstep: Class 10 contains 201645 members 
Mstep: Class 11 contains 212345 members 
Mstep: Class 12 contains 12484 members 
Mstep: Class 13 contains 325023 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 41591 members 
Mstep: Class 16 contains 42397 members 
Mstep: Class 17 contains 16185 members 
Mstep: Class 18 contains 16467 members 
Mstep: Class 19 contains 6578 members 
Mstep: Class 20 contains 5678 members 
Mstep: Class 21 contains 40774 members 
Mstep: Class 22 contains 29050 members 
Mstep: Class 23 contains 175349 members 
Mstep: Class 24 contains 90731 members 
Mstep: Class 25 contains 8678 members 
Mstep: Class 26 contains 231718 members 
Mstep: Class 27 contains 30127 members 
Mstep: Class 28 contains 3561 members 
Mstep: Class 29 contains 5824 members 
Mstep: Class 30 contains 104028 members 
Mstep: Class 31 contains 9590 members 
Mstep: Class 32 contains 2888 members 
Mstep: Class 33 contains 82569 members 
Mstep: Class 34 contains 9032 members 
Mstep: Class 35 contains 8531 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8278 members 
Mstep: Class 38 contains 812 members 
Mstep: Class 39 contains 1192 members 
Mstep: Class 40 contains 9443 members 
Mstep: Class 41 contains 817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235460416.000000 Penalty: 147473.906250
Iteration 214Q: 42 clusters Score -2.354604e+08 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 10959 members 
Mstep: Class 3 contains 57356 members 
Mstep: Class 4 contains 9298 members 
Mstep: Class 5 contains 4095 members 
Mstep: Class 6 contains 17249 members 
Mstep: Class 7 contains 14525 members 
Mstep: Class 8 contains 126952 members 
Mstep: Class 9 contains 12311 members 
Mstep: Class 10 contains 201682 members 
Mstep: Class 11 contains 212342 members 
Mstep: Class 12 contains 12486 members 
Mstep: Class 13 contains 325035 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 41592 members 
Mstep: Class 16 contains 42385 members 
Mstep: Class 17 contains 16160 members 
Mstep: Class 18 contains 16469 members 
Mstep: Class 19 contains 6580 members 
Mstep: Class 20 contains 5678 members 
Mstep: Class 21 contains 40780 members 
Mstep: Class 22 contains 29048 members 
Mstep: Class 23 contains 175351 members 
Mstep: Class 24 contains 90878 members 
Mstep: Class 25 contains 8679 members 
Mstep: Class 26 contains 231458 members 
Mstep: Class 27 contains 30124 members 
Mstep: Class 28 contains 3558 members 
Mstep: Class 29 contains 5821 members 
Mstep: Class 30 contains 104040 members 
Mstep: Class 31 contains 9616 members 
Mstep: Class 32 contains 2890 members 
Mstep: Class 33 contains 82549 members 
Mstep: Class 34 contains 9024 members 
Mstep: Class 35 contains 8534 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8279 members 
Mstep: Class 38 contains 812 members 
Mstep: Class 39 contains 1192 members 
Mstep: Class 40 contains 9504 members 
Mstep: Class 41 contains 818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235460432.000000 Penalty: 147473.906250
Iteration 215Q: 42 clusters Score -2.354604e+08 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 10958 members 
Mstep: Class 3 contains 57357 members 
Mstep: Class 4 contains 9297 members 
Mstep: Class 5 contains 4096 members 
Mstep: Class 6 contains 17260 members 
Mstep: Class 7 contains 14540 members 
Mstep: Class 8 contains 126944 members 
Mstep: Class 9 contains 12313 members 
Mstep: Class 10 contains 201734 members 
Mstep: Class 11 contains 212341 members 
Mstep: Class 12 contains 12485 members 
Mstep: Class 13 contains 325046 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 41599 members 
Mstep: Class 16 contains 42362 members 
Mstep: Class 17 contains 16134 members 
Mstep: Class 18 contains 16470 members 
Mstep: Class 19 contains 6586 members 
Mstep: Class 20 contains 5679 members 
Mstep: Class 21 contains 40777 members 
Mstep: Class 22 contains 29045 members 
Mstep: Class 23 contains 175352 members 
Mstep: Class 24 contains 91044 members 
Mstep: Class 25 contains 8682 members 
Mstep: Class 26 contains 231167 members 
Mstep: Class 27 contains 30124 members 
Mstep: Class 28 contains 3556 members 
Mstep: Class 29 contains 5824 members 
Mstep: Class 30 contains 104042 members 
Mstep: Class 31 contains 9643 members 
Mstep: Class 32 contains 2891 members 
Mstep: Class 33 contains 82534 members 
Mstep: Class 34 contains 9021 members 
Mstep: Class 35 contains 8540 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8283 members 
Mstep: Class 38 contains 812 members 
Mstep: Class 39 contains 1192 members 
Mstep: Class 40 contains 9561 members 
Mstep: Class 41 contains 818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235460560.000000 Penalty: 147473.906250
Iteration 216Q: 42 clusters Score -2.354606e+08 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 10956 members 
Mstep: Class 3 contains 57361 members 
Mstep: Class 4 contains 9295 members 
Mstep: Class 5 contains 4095 members 
Mstep: Class 6 contains 17270 members 
Mstep: Class 7 contains 14557 members 
Mstep: Class 8 contains 126943 members 
Mstep: Class 9 contains 12313 members 
Mstep: Class 10 contains 201750 members 
Mstep: Class 11 contains 212341 members 
Mstep: Class 12 contains 12486 members 
Mstep: Class 13 contains 325056 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 41600 members 
Mstep: Class 16 contains 42334 members 
Mstep: Class 17 contains 16098 members 
Mstep: Class 18 contains 16468 members 
Mstep: Class 19 contains 6588 members 
Mstep: Class 20 contains 5689 members 
Mstep: Class 21 contains 40794 members 
Mstep: Class 22 contains 29038 members 
Mstep: Class 23 contains 175368 members 
Mstep: Class 24 contains 91187 members 
Mstep: Class 25 contains 8687 members 
Mstep: Class 26 contains 230920 members 
Mstep: Class 27 contains 30120 members 
Mstep: Class 28 contains 3555 members 
Mstep: Class 29 contains 5827 members 
Mstep: Class 30 contains 104044 members 
Mstep: Class 31 contains 9667 members 
Mstep: Class 32 contains 2893 members 
Mstep: Class 33 contains 82517 members 
Mstep: Class 34 contains 9019 members 
Mstep: Class 35 contains 8548 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8287 members 
Mstep: Class 38 contains 812 members 
Mstep: Class 39 contains 1192 members 
Mstep: Class 40 contains 9615 members 
Mstep: Class 41 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235460960.000000 Penalty: 147473.906250
Iteration 217Q: 42 clusters Score -2.35461e+08 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 10958 members 
Mstep: Class 3 contains 57359 members 
Mstep: Class 4 contains 9293 members 
Mstep: Class 5 contains 4096 members 
Mstep: Class 6 contains 17281 members 
Mstep: Class 7 contains 14574 members 
Mstep: Class 8 contains 126937 members 
Mstep: Class 9 contains 12318 members 
Mstep: Class 10 contains 201765 members 
Mstep: Class 11 contains 212337 members 
Mstep: Class 12 contains 12490 members 
Mstep: Class 13 contains 325080 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 41600 members 
Mstep: Class 16 contains 42314 members 
Mstep: Class 17 contains 16074 members 
Mstep: Class 18 contains 16471 members 
Mstep: Class 19 contains 6588 members 
Mstep: Class 20 contains 5693 members 
Mstep: Class 21 contains 40799 members 
Mstep: Class 22 contains 29034 members 
Mstep: Class 23 contains 175382 members 
Mstep: Class 24 contains 91333 members 
Mstep: Class 25 contains 8691 members 
Mstep: Class 26 contains 230675 members 
Mstep: Class 27 contains 30118 members 
Mstep: Class 28 contains 3554 members 
Mstep: Class 29 contains 5826 members 
Mstep: Class 30 contains 104044 members 
Mstep: Class 31 contains 9686 members 
Mstep: Class 32 contains 2896 members 
Mstep: Class 33 contains 82501 members 
Mstep: Class 34 contains 9019 members 
Mstep: Class 35 contains 8552 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8291 members 
Mstep: Class 38 contains 812 members 
Mstep: Class 39 contains 1192 members 
Mstep: Class 40 contains 9659 members 
Mstep: Class 41 contains 817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235460912.000000 Penalty: 147473.906250
Iteration 218Q: 42 clusters Score -2.354609e+08 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 10956 members 
Mstep: Class 3 contains 57356 members 
Mstep: Class 4 contains 9289 members 
Mstep: Class 5 contains 4096 members 
Mstep: Class 6 contains 17297 members 
Mstep: Class 7 contains 14587 members 
Mstep: Class 8 contains 126933 members 
Mstep: Class 9 contains 12323 members 
Mstep: Class 10 contains 201771 members 
Mstep: Class 11 contains 212336 members 
Mstep: Class 12 contains 12494 members 
Mstep: Class 13 contains 325088 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 41603 members 
Mstep: Class 16 contains 42300 members 
Mstep: Class 17 contains 16059 members 
Mstep: Class 18 contains 16475 members 
Mstep: Class 19 contains 6586 members 
Mstep: Class 20 contains 5693 members 
Mstep: Class 21 contains 40801 members 
Mstep: Class 22 contains 29030 members 
Mstep: Class 23 contains 175397 members 
Mstep: Class 24 contains 91465 members 
Mstep: Class 25 contains 8698 members 
Mstep: Class 26 contains 230459 members 
Mstep: Class 27 contains 30114 members 
Mstep: Class 28 contains 3554 members 
Mstep: Class 29 contains 5826 members 
Mstep: Class 30 contains 104048 members 
Mstep: Class 31 contains 9705 members 
Mstep: Class 32 contains 2898 members 
Mstep: Class 33 contains 82487 members 
Mstep: Class 34 contains 9018 members 
Mstep: Class 35 contains 8557 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8294 members 
Mstep: Class 38 contains 812 members 
Mstep: Class 39 contains 1192 members 
Mstep: Class 40 contains 9695 members 
Mstep: Class 41 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235460944.000000 Penalty: 147473.906250
Iteration 219Q: 42 clusters Score -2.354609e+08 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 10954 members 
Mstep: Class 3 contains 57357 members 
Mstep: Class 4 contains 9287 members 
Mstep: Class 5 contains 4095 members 
Mstep: Class 6 contains 17308 members 
Mstep: Class 7 contains 14600 members 
Mstep: Class 8 contains 126930 members 
Mstep: Class 9 contains 12320 members 
Mstep: Class 10 contains 201790 members 
Mstep: Class 11 contains 212327 members 
Mstep: Class 12 contains 12497 members 
Mstep: Class 13 contains 325109 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 41603 members 
Mstep: Class 16 contains 42274 members 
Mstep: Class 17 contains 16046 members 
Mstep: Class 18 contains 16477 members 
Mstep: Class 19 contains 6584 members 
Mstep: Class 20 contains 5695 members 
Mstep: Class 21 contains 40803 members 
Mstep: Class 22 contains 29026 members 
Mstep: Class 23 contains 175415 members 
Mstep: Class 24 contains 91579 members 
Mstep: Class 25 contains 8699 members 
Mstep: Class 26 contains 230260 members 
Mstep: Class 27 contains 30110 members 
Mstep: Class 28 contains 3555 members 
Mstep: Class 29 contains 5828 members 
Mstep: Class 30 contains 104047 members 
Mstep: Class 31 contains 9726 members 
Mstep: Class 32 contains 2899 members 
Mstep: Class 33 contains 82482 members 
Mstep: Class 34 contains 9022 members 
Mstep: Class 35 contains 8560 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8295 members 
Mstep: Class 38 contains 812 members 
Mstep: Class 39 contains 1192 members 
Mstep: Class 40 contains 9727 members 
Mstep: Class 41 contains 817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461088.000000 Penalty: 147473.906250
Iteration 220F: 42 clusters Score -2.354611e+08 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 10944 members 
Mstep: Class 3 contains 57363 members 
Mstep: Class 4 contains 9287 members 
Mstep: Class 5 contains 4095 members 
Mstep: Class 6 contains 17310 members 
Mstep: Class 7 contains 14618 members 
Mstep: Class 8 contains 126921 members 
Mstep: Class 9 contains 12319 members 
Mstep: Class 10 contains 201816 members 
Mstep: Class 11 contains 212329 members 
Mstep: Class 12 contains 12499 members 
Mstep: Class 13 contains 325136 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 41604 members 
Mstep: Class 16 contains 42250 members 
Mstep: Class 17 contains 16014 members 
Mstep: Class 18 contains 16477 members 
Mstep: Class 19 contains 6581 members 
Mstep: Class 20 contains 5693 members 
Mstep: Class 21 contains 40809 members 
Mstep: Class 22 contains 29023 members 
Mstep: Class 23 contains 175429 members 
Mstep: Class 24 contains 91700 members 
Mstep: Class 25 contains 8699 members 
Mstep: Class 26 contains 230049 members 
Mstep: Class 27 contains 30102 members 
Mstep: Class 28 contains 3555 members 
Mstep: Class 29 contains 5826 members 
Mstep: Class 30 contains 104046 members 
Mstep: Class 31 contains 9743 members 
Mstep: Class 32 contains 2899 members 
Mstep: Class 33 contains 82463 members 
Mstep: Class 34 contains 9022 members 
Mstep: Class 35 contains 8565 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8297 members 
Mstep: Class 38 contains 812 members 
Mstep: Class 39 contains 1192 members 
Mstep: Class 40 contains 9788 members 
Mstep: Class 41 contains 833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235460992.000000 Penalty: 147473.906250
Iteration 221Q: 42 clusters Score -2.35461e+08 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 10940 members 
Mstep: Class 3 contains 57366 members 
Mstep: Class 4 contains 9287 members 
Mstep: Class 5 contains 4095 members 
Mstep: Class 6 contains 17314 members 
Mstep: Class 7 contains 14632 members 
Mstep: Class 8 contains 126908 members 
Mstep: Class 9 contains 12322 members 
Mstep: Class 10 contains 201860 members 
Mstep: Class 11 contains 212344 members 
Mstep: Class 12 contains 12502 members 
Mstep: Class 13 contains 325152 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 41603 members 
Mstep: Class 16 contains 42229 members 
Mstep: Class 17 contains 15994 members 
Mstep: Class 18 contains 16481 members 
Mstep: Class 19 contains 6575 members 
Mstep: Class 20 contains 5702 members 
Mstep: Class 21 contains 40810 members 
Mstep: Class 22 contains 29023 members 
Mstep: Class 23 contains 175432 members 
Mstep: Class 24 contains 91803 members 
Mstep: Class 25 contains 8700 members 
Mstep: Class 26 contains 229841 members 
Mstep: Class 27 contains 30093 members 
Mstep: Class 28 contains 3554 members 
Mstep: Class 29 contains 5823 members 
Mstep: Class 30 contains 104042 members 
Mstep: Class 31 contains 9769 members 
Mstep: Class 32 contains 2899 members 
Mstep: Class 33 contains 82444 members 
Mstep: Class 34 contains 9022 members 
Mstep: Class 35 contains 8568 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8299 members 
Mstep: Class 38 contains 812 members 
Mstep: Class 39 contains 1192 members 
Mstep: Class 40 contains 9833 members 
Mstep: Class 41 contains 844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461072.000000 Penalty: 147473.906250
Iteration 222Q: 42 clusters Score -2.354611e+08 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 10936 members 
Mstep: Class 3 contains 57367 members 
Mstep: Class 4 contains 9287 members 
Mstep: Class 5 contains 4095 members 
Mstep: Class 6 contains 17318 members 
Mstep: Class 7 contains 14643 members 
Mstep: Class 8 contains 126904 members 
Mstep: Class 9 contains 12326 members 
Mstep: Class 10 contains 201876 members 
Mstep: Class 11 contains 212336 members 
Mstep: Class 12 contains 12503 members 
Mstep: Class 13 contains 325171 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 41596 members 
Mstep: Class 16 contains 42207 members 
Mstep: Class 17 contains 15958 members 
Mstep: Class 18 contains 16486 members 
Mstep: Class 19 contains 6573 members 
Mstep: Class 20 contains 5703 members 
Mstep: Class 21 contains 40816 members 
Mstep: Class 22 contains 29021 members 
Mstep: Class 23 contains 175434 members 
Mstep: Class 24 contains 91896 members 
Mstep: Class 25 contains 8701 members 
Mstep: Class 26 contains 229674 members 
Mstep: Class 27 contains 30079 members 
Mstep: Class 28 contains 3551 members 
Mstep: Class 29 contains 5826 members 
Mstep: Class 30 contains 104043 members 
Mstep: Class 31 contains 9814 members 
Mstep: Class 32 contains 2898 members 
Mstep: Class 33 contains 82433 members 
Mstep: Class 34 contains 9026 members 
Mstep: Class 35 contains 8572 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8302 members 
Mstep: Class 38 contains 811 members 
Mstep: Class 39 contains 1192 members 
Mstep: Class 40 contains 9877 members 
Mstep: Class 41 contains 861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461072.000000 Penalty: 147473.906250
Iteration 223Q: 42 clusters Score -2.354611e+08 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 10935 members 
Mstep: Class 3 contains 57368 members 
Mstep: Class 4 contains 9287 members 
Mstep: Class 5 contains 4094 members 
Mstep: Class 6 contains 17321 members 
Mstep: Class 7 contains 14656 members 
Mstep: Class 8 contains 126895 members 
Mstep: Class 9 contains 12326 members 
Mstep: Class 10 contains 201882 members 
Mstep: Class 11 contains 212340 members 
Mstep: Class 12 contains 12510 members 
Mstep: Class 13 contains 325182 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 41593 members 
Mstep: Class 16 contains 42192 members 
Mstep: Class 17 contains 15923 members 
Mstep: Class 18 contains 16488 members 
Mstep: Class 19 contains 6568 members 
Mstep: Class 20 contains 5705 members 
Mstep: Class 21 contains 40823 members 
Mstep: Class 22 contains 29021 members 
Mstep: Class 23 contains 175432 members 
Mstep: Class 24 contains 92000 members 
Mstep: Class 25 contains 8711 members 
Mstep: Class 26 contains 229522 members 
Mstep: Class 27 contains 30071 members 
Mstep: Class 28 contains 3548 members 
Mstep: Class 29 contains 5820 members 
Mstep: Class 30 contains 104038 members 
Mstep: Class 31 contains 9853 members 
Mstep: Class 32 contains 2895 members 
Mstep: Class 33 contains 82420 members 
Mstep: Class 34 contains 9029 members 
Mstep: Class 35 contains 8577 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8307 members 
Mstep: Class 38 contains 811 members 
Mstep: Class 39 contains 1192 members 
Mstep: Class 40 contains 9899 members 
Mstep: Class 41 contains 880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461424.000000 Penalty: 147473.906250
Iteration 224Q: 42 clusters Score -2.354614e+08 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 10932 members 
Mstep: Class 3 contains 57373 members 
Mstep: Class 4 contains 9288 members 
Mstep: Class 5 contains 4094 members 
Mstep: Class 6 contains 17324 members 
Mstep: Class 7 contains 14664 members 
Mstep: Class 8 contains 126892 members 
Mstep: Class 9 contains 12327 members 
Mstep: Class 10 contains 201877 members 
Mstep: Class 11 contains 212328 members 
Mstep: Class 12 contains 12512 members 
Mstep: Class 13 contains 325200 members 
Mstep: Class 14 contains 311 members 
Mstep: Class 15 contains 41596 members 
Mstep: Class 16 contains 42159 members 
Mstep: Class 17 contains 15904 members 
Mstep: Class 18 contains 16491 members 
Mstep: Class 19 contains 6564 members 
Mstep: Class 20 contains 5707 members 
Mstep: Class 21 contains 40833 members 
Mstep: Class 22 contains 29024 members 
Mstep: Class 23 contains 175423 members 
Mstep: Class 24 contains 92115 members 
Mstep: Class 25 contains 8710 members 
Mstep: Class 26 contains 229392 members 
Mstep: Class 27 contains 30057 members 
Mstep: Class 28 contains 3546 members 
Mstep: Class 29 contains 5816 members 
Mstep: Class 30 contains 104036 members 
Mstep: Class 31 contains 9890 members 
Mstep: Class 32 contains 2891 members 
Mstep: Class 33 contains 82412 members 
Mstep: Class 34 contains 9032 members 
Mstep: Class 35 contains 8579 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8310 members 
Mstep: Class 38 contains 810 members 
Mstep: Class 39 contains 1192 members 
Mstep: Class 40 contains 9916 members 
Mstep: Class 41 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461408.000000 Penalty: 147473.906250
Iteration 225Q: 42 clusters Score -2.354614e+08 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 10928 members 
Mstep: Class 3 contains 57372 members 
Mstep: Class 4 contains 9288 members 
Mstep: Class 5 contains 4094 members 
Mstep: Class 6 contains 17325 members 
Mstep: Class 7 contains 14669 members 
Mstep: Class 8 contains 126884 members 
Mstep: Class 9 contains 12328 members 
Mstep: Class 10 contains 201880 members 
Mstep: Class 11 contains 212314 members 
Mstep: Class 12 contains 12514 members 
Mstep: Class 13 contains 325209 members 
Mstep: Class 14 contains 311 members 
Mstep: Class 15 contains 41600 members 
Mstep: Class 16 contains 42139 members 
Mstep: Class 17 contains 15878 members 
Mstep: Class 18 contains 16492 members 
Mstep: Class 19 contains 6565 members 
Mstep: Class 20 contains 5710 members 
Mstep: Class 21 contains 40842 members 
Mstep: Class 22 contains 29024 members 
Mstep: Class 23 contains 175425 members 
Mstep: Class 24 contains 92210 members 
Mstep: Class 25 contains 8717 members 
Mstep: Class 26 contains 229278 members 
Mstep: Class 27 contains 30050 members 
Mstep: Class 28 contains 3546 members 
Mstep: Class 29 contains 5808 members 
Mstep: Class 30 contains 104029 members 
Mstep: Class 31 contains 9920 members 
Mstep: Class 32 contains 2890 members 
Mstep: Class 33 contains 82403 members 
Mstep: Class 34 contains 9034 members 
Mstep: Class 35 contains 8581 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8314 members 
Mstep: Class 38 contains 810 members 
Mstep: Class 39 contains 1192 members 
Mstep: Class 40 contains 9934 members 
Mstep: Class 41 contains 919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461904.000000 Penalty: 147473.906250
Iteration 226Q: 42 clusters Score -2.354619e+08 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 10927 members 
Mstep: Class 3 contains 57371 members 
Mstep: Class 4 contains 9288 members 
Mstep: Class 5 contains 4096 members 
Mstep: Class 6 contains 17325 members 
Mstep: Class 7 contains 14680 members 
Mstep: Class 8 contains 126882 members 
Mstep: Class 9 contains 12327 members 
Mstep: Class 10 contains 201888 members 
Mstep: Class 11 contains 212304 members 
Mstep: Class 12 contains 12517 members 
Mstep: Class 13 contains 325216 members 
Mstep: Class 14 contains 311 members 
Mstep: Class 15 contains 41597 members 
Mstep: Class 16 contains 42114 members 
Mstep: Class 17 contains 15854 members 
Mstep: Class 18 contains 16494 members 
Mstep: Class 19 contains 6567 members 
Mstep: Class 20 contains 5710 members 
Mstep: Class 21 contains 40851 members 
Mstep: Class 22 contains 29020 members 
Mstep: Class 23 contains 175429 members 
Mstep: Class 24 contains 92291 members 
Mstep: Class 25 contains 8717 members 
Mstep: Class 26 contains 229173 members 
Mstep: Class 27 contains 30039 members 
Mstep: Class 28 contains 3545 members 
Mstep: Class 29 contains 5805 members 
Mstep: Class 30 contains 104025 members 
Mstep: Class 31 contains 9949 members 
Mstep: Class 32 contains 2893 members 
Mstep: Class 33 contains 82404 members 
Mstep: Class 34 contains 9034 members 
Mstep: Class 35 contains 8590 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8316 members 
Mstep: Class 38 contains 810 members 
Mstep: Class 39 contains 1192 members 
Mstep: Class 40 contains 9944 members 
Mstep: Class 41 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461696.000000 Penalty: 147473.906250
Iteration 227Q: 42 clusters Score -2.354617e+08 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 10926 members 
Mstep: Class 3 contains 57369 members 
Mstep: Class 4 contains 9285 members 
Mstep: Class 5 contains 4095 members 
Mstep: Class 6 contains 17325 members 
Mstep: Class 7 contains 14685 members 
Mstep: Class 8 contains 126881 members 
Mstep: Class 9 contains 12316 members 
Mstep: Class 10 contains 201893 members 
Mstep: Class 11 contains 212307 members 
Mstep: Class 12 contains 12522 members 
Mstep: Class 13 contains 325233 members 
Mstep: Class 14 contains 311 members 
Mstep: Class 15 contains 41604 members 
Mstep: Class 16 contains 42100 members 
Mstep: Class 17 contains 15833 members 
Mstep: Class 18 contains 16493 members 
Mstep: Class 19 contains 6568 members 
Mstep: Class 20 contains 5716 members 
Mstep: Class 21 contains 40848 members 
Mstep: Class 22 contains 29021 members 
Mstep: Class 23 contains 175428 members 
Mstep: Class 24 contains 92355 members 
Mstep: Class 25 contains 8732 members 
Mstep: Class 26 contains 229069 members 
Mstep: Class 27 contains 30029 members 
Mstep: Class 28 contains 3541 members 
Mstep: Class 29 contains 5804 members 
Mstep: Class 30 contains 104017 members 
Mstep: Class 31 contains 9976 members 
Mstep: Class 32 contains 2894 members 
Mstep: Class 33 contains 82406 members 
Mstep: Class 34 contains 9035 members 
Mstep: Class 35 contains 8596 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8318 members 
Mstep: Class 38 contains 810 members 
Mstep: Class 39 contains 1192 members 
Mstep: Class 40 contains 9959 members 
Mstep: Class 41 contains 931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461648.000000 Penalty: 147473.906250
Iteration 228Q: 42 clusters Score -2.354616e+08 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 10922 members 
Mstep: Class 3 contains 57372 members 
Mstep: Class 4 contains 9283 members 
Mstep: Class 5 contains 4096 members 
Mstep: Class 6 contains 17326 members 
Mstep: Class 7 contains 14690 members 
Mstep: Class 8 contains 126880 members 
Mstep: Class 9 contains 12315 members 
Mstep: Class 10 contains 201901 members 
Mstep: Class 11 contains 212290 members 
Mstep: Class 12 contains 12521 members 
Mstep: Class 13 contains 325240 members 
Mstep: Class 14 contains 311 members 
Mstep: Class 15 contains 41606 members 
Mstep: Class 16 contains 42075 members 
Mstep: Class 17 contains 15794 members 
Mstep: Class 18 contains 16491 members 
Mstep: Class 19 contains 6568 members 
Mstep: Class 20 contains 5717 members 
Mstep: Class 21 contains 40845 members 
Mstep: Class 22 contains 29022 members 
Mstep: Class 23 contains 175448 members 
Mstep: Class 24 contains 92425 members 
Mstep: Class 25 contains 8744 members 
Mstep: Class 26 contains 228967 members 
Mstep: Class 27 contains 30021 members 
Mstep: Class 28 contains 3538 members 
Mstep: Class 29 contains 5806 members 
Mstep: Class 30 contains 104022 members 
Mstep: Class 31 contains 10018 members 
Mstep: Class 32 contains 2900 members 
Mstep: Class 33 contains 82406 members 
Mstep: Class 34 contains 9035 members 
Mstep: Class 35 contains 8599 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8319 members 
Mstep: Class 38 contains 810 members 
Mstep: Class 39 contains 1192 members 
Mstep: Class 40 contains 9971 members 
Mstep: Class 41 contains 935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461584.000000 Penalty: 147473.906250
Iteration 229Q: 42 clusters Score -2.354616e+08 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 10920 members 
Mstep: Class 3 contains 57373 members 
Mstep: Class 4 contains 9283 members 
Mstep: Class 5 contains 4095 members 
Mstep: Class 6 contains 17326 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 126881 members 
Mstep: Class 9 contains 12312 members 
Mstep: Class 10 contains 201898 members 
Mstep: Class 11 contains 212278 members 
Mstep: Class 12 contains 12517 members 
Mstep: Class 13 contains 325244 members 
Mstep: Class 14 contains 311 members 
Mstep: Class 15 contains 41609 members 
Mstep: Class 16 contains 42048 members 
Mstep: Class 17 contains 15766 members 
Mstep: Class 18 contains 16491 members 
Mstep: Class 19 contains 6568 members 
Mstep: Class 20 contains 5720 members 
Mstep: Class 21 contains 40841 members 
Mstep: Class 22 contains 29021 members 
Mstep: Class 23 contains 175454 members 
Mstep: Class 24 contains 92478 members 
Mstep: Class 25 contains 8752 members 
Mstep: Class 26 contains 228901 members 
Mstep: Class 27 contains 30014 members 
Mstep: Class 28 contains 3533 members 
Mstep: Class 29 contains 5812 members 
Mstep: Class 30 contains 104025 members 
Mstep: Class 31 contains 10066 members 
Mstep: Class 32 contains 2904 members 
Mstep: Class 33 contains 82399 members 
Mstep: Class 34 contains 9037 members 
Mstep: Class 35 contains 8604 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8321 members 
Mstep: Class 38 contains 810 members 
Mstep: Class 39 contains 1192 members 
Mstep: Class 40 contains 9980 members 
Mstep: Class 41 contains 936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461488.000000 Penalty: 147473.906250
Iteration 230Q: 42 clusters Score -2.354615e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 10915 members 
Mstep: Class 3 contains 57375 members 
Mstep: Class 4 contains 9282 members 
Mstep: Class 5 contains 4095 members 
Mstep: Class 6 contains 17329 members 
Mstep: Class 7 contains 14701 members 
Mstep: Class 8 contains 126879 members 
Mstep: Class 9 contains 12313 members 
Mstep: Class 10 contains 201895 members 
Mstep: Class 11 contains 212271 members 
Mstep: Class 12 contains 12517 members 
Mstep: Class 13 contains 325252 members 
Mstep: Class 14 contains 311 members 
Mstep: Class 15 contains 41615 members 
Mstep: Class 16 contains 42019 members 
Mstep: Class 17 contains 15735 members 
Mstep: Class 18 contains 16491 members 
Mstep: Class 19 contains 6567 members 
Mstep: Class 20 contains 5724 members 
Mstep: Class 21 contains 40844 members 
Mstep: Class 22 contains 29016 members 
Mstep: Class 23 contains 175463 members 
Mstep: Class 24 contains 92519 members 
Mstep: Class 25 contains 8755 members 
Mstep: Class 26 contains 228837 members 
Mstep: Class 27 contains 30010 members 
Mstep: Class 28 contains 3530 members 
Mstep: Class 29 contains 5815 members 
Mstep: Class 30 contains 104025 members 
Mstep: Class 31 contains 10109 members 
Mstep: Class 32 contains 2908 members 
Mstep: Class 33 contains 82399 members 
Mstep: Class 34 contains 9039 members 
Mstep: Class 35 contains 8607 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8324 members 
Mstep: Class 38 contains 810 members 
Mstep: Class 39 contains 1192 members 
Mstep: Class 40 contains 9991 members 
Mstep: Class 41 contains 937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461392.000000 Penalty: 147473.906250
Iteration 231Q: 42 clusters Score -2.354614e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 10914 members 
Mstep: Class 3 contains 57374 members 
Mstep: Class 4 contains 9280 members 
Mstep: Class 5 contains 4096 members 
Mstep: Class 6 contains 17331 members 
Mstep: Class 7 contains 14705 members 
Mstep: Class 8 contains 126877 members 
Mstep: Class 9 contains 12318 members 
Mstep: Class 10 contains 201883 members 
Mstep: Class 11 contains 212265 members 
Mstep: Class 12 contains 12516 members 
Mstep: Class 13 contains 325258 members 
Mstep: Class 14 contains 311 members 
Mstep: Class 15 contains 41617 members 
Mstep: Class 16 contains 41999 members 
Mstep: Class 17 contains 15706 members 
Mstep: Class 18 contains 16493 members 
Mstep: Class 19 contains 6563 members 
Mstep: Class 20 contains 5729 members 
Mstep: Class 21 contains 40841 members 
Mstep: Class 22 contains 29010 members 
Mstep: Class 23 contains 175471 members 
Mstep: Class 24 contains 92560 members 
Mstep: Class 25 contains 8757 members 
Mstep: Class 26 contains 228795 members 
Mstep: Class 27 contains 30001 members 
Mstep: Class 28 contains 3531 members 
Mstep: Class 29 contains 5816 members 
Mstep: Class 30 contains 104022 members 
Mstep: Class 31 contains 10159 members 
Mstep: Class 32 contains 2913 members 
Mstep: Class 33 contains 82395 members 
Mstep: Class 34 contains 9039 members 
Mstep: Class 35 contains 8610 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8327 members 
Mstep: Class 38 contains 810 members 
Mstep: Class 39 contains 1192 members 
Mstep: Class 40 contains 9996 members 
Mstep: Class 41 contains 937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461312.000000 Penalty: 147473.906250
Iteration 232Q: 42 clusters Score -2.354613e+08 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 10915 members 
Mstep: Class 3 contains 57373 members 
Mstep: Class 4 contains 9282 members 
Mstep: Class 5 contains 4097 members 
Mstep: Class 6 contains 17333 members 
Mstep: Class 7 contains 14706 members 
Mstep: Class 8 contains 126872 members 
Mstep: Class 9 contains 12319 members 
Mstep: Class 10 contains 201876 members 
Mstep: Class 11 contains 212261 members 
Mstep: Class 12 contains 12515 members 
Mstep: Class 13 contains 325266 members 
Mstep: Class 14 contains 311 members 
Mstep: Class 15 contains 41618 members 
Mstep: Class 16 contains 41986 members 
Mstep: Class 17 contains 15660 members 
Mstep: Class 18 contains 16495 members 
Mstep: Class 19 contains 6561 members 
Mstep: Class 20 contains 5730 members 
Mstep: Class 21 contains 40840 members 
Mstep: Class 22 contains 29007 members 
Mstep: Class 23 contains 175475 members 
Mstep: Class 24 contains 92583 members 
Mstep: Class 25 contains 8761 members 
Mstep: Class 26 contains 228772 members 
Mstep: Class 27 contains 29994 members 
Mstep: Class 28 contains 3526 members 
Mstep: Class 29 contains 5818 members 
Mstep: Class 30 contains 104022 members 
Mstep: Class 31 contains 10209 members 
Mstep: Class 32 contains 2921 members 
Mstep: Class 33 contains 82389 members 
Mstep: Class 34 contains 9040 members 
Mstep: Class 35 contains 8613 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8330 members 
Mstep: Class 38 contains 810 members 
Mstep: Class 39 contains 1192 members 
Mstep: Class 40 contains 10001 members 
Mstep: Class 41 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461248.000000 Penalty: 147473.906250
Iteration 233Q: 42 clusters Score -2.354612e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 10913 members 
Mstep: Class 3 contains 57370 members 
Mstep: Class 4 contains 9283 members 
Mstep: Class 5 contains 4096 members 
Mstep: Class 6 contains 17335 members 
Mstep: Class 7 contains 14707 members 
Mstep: Class 8 contains 126870 members 
Mstep: Class 9 contains 12319 members 
Mstep: Class 10 contains 201865 members 
Mstep: Class 11 contains 212255 members 
Mstep: Class 12 contains 12516 members 
Mstep: Class 13 contains 325288 members 
Mstep: Class 14 contains 311 members 
Mstep: Class 15 contains 41620 members 
Mstep: Class 16 contains 41965 members 
Mstep: Class 17 contains 15629 members 
Mstep: Class 18 contains 16496 members 
Mstep: Class 19 contains 6557 members 
Mstep: Class 20 contains 5734 members 
Mstep: Class 21 contains 40842 members 
Mstep: Class 22 contains 29002 members 
Mstep: Class 23 contains 175468 members 
Mstep: Class 24 contains 92612 members 
Mstep: Class 25 contains 8761 members 
Mstep: Class 26 contains 228758 members 
Mstep: Class 27 contains 29991 members 
Mstep: Class 28 contains 3526 members 
Mstep: Class 29 contains 5821 members 
Mstep: Class 30 contains 104018 members 
Mstep: Class 31 contains 10243 members 
Mstep: Class 32 contains 2928 members 
Mstep: Class 33 contains 82383 members 
Mstep: Class 34 contains 9042 members 
Mstep: Class 35 contains 8613 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8332 members 
Mstep: Class 38 contains 810 members 
Mstep: Class 39 contains 1192 members 
Mstep: Class 40 contains 10008 members 
Mstep: Class 41 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461312.000000 Penalty: 147473.906250
Iteration 234Q: 42 clusters Score -2.354613e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 10910 members 
Mstep: Class 3 contains 57372 members 
Mstep: Class 4 contains 9283 members 
Mstep: Class 5 contains 4096 members 
Mstep: Class 6 contains 17337 members 
Mstep: Class 7 contains 14709 members 
Mstep: Class 8 contains 126869 members 
Mstep: Class 9 contains 12319 members 
Mstep: Class 10 contains 201839 members 
Mstep: Class 11 contains 212245 members 
Mstep: Class 12 contains 12519 members 
Mstep: Class 13 contains 325291 members 
Mstep: Class 14 contains 311 members 
Mstep: Class 15 contains 41619 members 
Mstep: Class 16 contains 41954 members 
Mstep: Class 17 contains 15589 members 
Mstep: Class 18 contains 16496 members 
Mstep: Class 19 contains 6559 members 
Mstep: Class 20 contains 5738 members 
Mstep: Class 21 contains 40837 members 
Mstep: Class 22 contains 29001 members 
Mstep: Class 23 contains 175466 members 
Mstep: Class 24 contains 92638 members 
Mstep: Class 25 contains 8762 members 
Mstep: Class 26 contains 228750 members 
Mstep: Class 27 contains 29982 members 
Mstep: Class 28 contains 3525 members 
Mstep: Class 29 contains 5820 members 
Mstep: Class 30 contains 104021 members 
Mstep: Class 31 contains 10298 members 
Mstep: Class 32 contains 2934 members 
Mstep: Class 33 contains 82383 members 
Mstep: Class 34 contains 9044 members 
Mstep: Class 35 contains 8611 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8332 members 
Mstep: Class 38 contains 810 members 
Mstep: Class 39 contains 1192 members 
Mstep: Class 40 contains 10016 members 
Mstep: Class 41 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461264.000000 Penalty: 147473.906250
Iteration 235Q: 42 clusters Score -2.354613e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 10907 members 
Mstep: Class 3 contains 57369 members 
Mstep: Class 4 contains 9280 members 
Mstep: Class 5 contains 4096 members 
Mstep: Class 6 contains 17340 members 
Mstep: Class 7 contains 14710 members 
Mstep: Class 8 contains 126862 members 
Mstep: Class 9 contains 12318 members 
Mstep: Class 10 contains 201799 members 
Mstep: Class 11 contains 212239 members 
Mstep: Class 12 contains 12517 members 
Mstep: Class 13 contains 325295 members 
Mstep: Class 14 contains 311 members 
Mstep: Class 15 contains 41620 members 
Mstep: Class 16 contains 41947 members 
Mstep: Class 17 contains 15547 members 
Mstep: Class 18 contains 16498 members 
Mstep: Class 19 contains 6563 members 
Mstep: Class 20 contains 5740 members 
Mstep: Class 21 contains 40841 members 
Mstep: Class 22 contains 29000 members 
Mstep: Class 23 contains 175467 members 
Mstep: Class 24 contains 92659 members 
Mstep: Class 25 contains 8764 members 
Mstep: Class 26 contains 228753 members 
Mstep: Class 27 contains 29983 members 
Mstep: Class 28 contains 3524 members 
Mstep: Class 29 contains 5815 members 
Mstep: Class 30 contains 104024 members 
Mstep: Class 31 contains 10358 members 
Mstep: Class 32 contains 2940 members 
Mstep: Class 33 contains 82382 members 
Mstep: Class 34 contains 9042 members 
Mstep: Class 35 contains 8608 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8332 members 
Mstep: Class 38 contains 810 members 
Mstep: Class 39 contains 1192 members 
Mstep: Class 40 contains 10025 members 
Mstep: Class 41 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461504.000000 Penalty: 147473.906250
Iteration 236Q: 42 clusters Score -2.354615e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 10904 members 
Mstep: Class 3 contains 57367 members 
Mstep: Class 4 contains 9281 members 
Mstep: Class 5 contains 4097 members 
Mstep: Class 6 contains 17341 members 
Mstep: Class 7 contains 14712 members 
Mstep: Class 8 contains 126858 members 
Mstep: Class 9 contains 12316 members 
Mstep: Class 10 contains 201746 members 
Mstep: Class 11 contains 212242 members 
Mstep: Class 12 contains 12517 members 
Mstep: Class 13 contains 325308 members 
Mstep: Class 14 contains 311 members 
Mstep: Class 15 contains 41618 members 
Mstep: Class 16 contains 41939 members 
Mstep: Class 17 contains 15499 members 
Mstep: Class 18 contains 16500 members 
Mstep: Class 19 contains 6563 members 
Mstep: Class 20 contains 5744 members 
Mstep: Class 21 contains 40841 members 
Mstep: Class 22 contains 28998 members 
Mstep: Class 23 contains 175470 members 
Mstep: Class 24 contains 92691 members 
Mstep: Class 25 contains 8767 members 
Mstep: Class 26 contains 228751 members 
Mstep: Class 27 contains 29982 members 
Mstep: Class 28 contains 3524 members 
Mstep: Class 29 contains 5812 members 
Mstep: Class 30 contains 104024 members 
Mstep: Class 31 contains 10419 members 
Mstep: Class 32 contains 2942 members 
Mstep: Class 33 contains 82378 members 
Mstep: Class 34 contains 9041 members 
Mstep: Class 35 contains 8608 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8332 members 
Mstep: Class 38 contains 810 members 
Mstep: Class 39 contains 1192 members 
Mstep: Class 40 contains 10032 members 
Mstep: Class 41 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461312.000000 Penalty: 147473.906250
Iteration 237Q: 42 clusters Score -2.354613e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 10902 members 
Mstep: Class 3 contains 57366 members 
Mstep: Class 4 contains 9281 members 
Mstep: Class 5 contains 4096 members 
Mstep: Class 6 contains 17344 members 
Mstep: Class 7 contains 14712 members 
Mstep: Class 8 contains 126852 members 
Mstep: Class 9 contains 12316 members 
Mstep: Class 10 contains 201712 members 
Mstep: Class 11 contains 212239 members 
Mstep: Class 12 contains 12518 members 
Mstep: Class 13 contains 325305 members 
Mstep: Class 14 contains 311 members 
Mstep: Class 15 contains 41626 members 
Mstep: Class 16 contains 41935 members 
Mstep: Class 17 contains 15442 members 
Mstep: Class 18 contains 16503 members 
Mstep: Class 19 contains 6566 members 
Mstep: Class 20 contains 5749 members 
Mstep: Class 21 contains 40835 members 
Mstep: Class 22 contains 28998 members 
Mstep: Class 23 contains 175483 members 
Mstep: Class 24 contains 92721 members 
Mstep: Class 25 contains 8770 members 
Mstep: Class 26 contains 228742 members 
Mstep: Class 27 contains 29981 members 
Mstep: Class 28 contains 3523 members 
Mstep: Class 29 contains 5813 members 
Mstep: Class 30 contains 104022 members 
Mstep: Class 31 contains 10473 members 
Mstep: Class 32 contains 2942 members 
Mstep: Class 33 contains 82377 members 
Mstep: Class 34 contains 9037 members 
Mstep: Class 35 contains 8609 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8332 members 
Mstep: Class 38 contains 810 members 
Mstep: Class 39 contains 1193 members 
Mstep: Class 40 contains 10041 members 
Mstep: Class 41 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461600.000000 Penalty: 147473.906250
Iteration 238Q: 42 clusters Score -2.354616e+08 nChanged 382
Entering ConstructFrom: 
Score: -235461600.000000 Penalty: 147473.906250
Entering ConstructFrom: 
Trying to split cluster 1 (3290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Entering Unmasked Estep 
Score: -370458.562500 Penalty: 2008.463501
	Iteration 0F: 2 clusters Score -370458.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -367017.000000 Penalty: 4016.927002
	Iteration 0F: 3 clusters Score -367017 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -367806.562500 Penalty: 4016.927002
	Iteration 1F: 3 clusters Score -367806.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -368063.687500 Penalty: 4016.927002
	Iteration 2F: 3 clusters Score -368063.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -368243.281250 Penalty: 4016.927002
	Iteration 3F: 3 clusters Score -368243.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -368382.093750 Penalty: 4016.927002
	Iteration 4F: 3 clusters Score -368382.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -368511.906250 Penalty: 4016.927002
	Iteration 5Q: 3 clusters Score -368511.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -368636.312500 Penalty: 4016.927002
	Iteration 6Q: 3 clusters Score -368636.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -368739.406250 Penalty: 4016.927002
	Iteration 7Q: 3 clusters Score -368739.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -368842.062500 Penalty: 4016.927002
	Iteration 8Q: 3 clusters Score -368842.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -368935.343750 Penalty: 4016.927002
	Iteration 9Q: 3 clusters Score -368935.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -369001.625000 Penalty: 4016.927002
	Iteration 10Q: 3 clusters Score -369001.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -369042.906250 Penalty: 4016.927002
	Iteration 11Q: 3 clusters Score -369042.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -369075.187500 Penalty: 4016.927002
	Iteration 12Q: 3 clusters Score -369075.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -369100.406250 Penalty: 4016.927002
	Iteration 13Q: 3 clusters Score -369100.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -369119.312500 Penalty: 4016.927002
	Iteration 14Q: 3 clusters Score -369119.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -369134.500000 Penalty: 4016.927002
	Iteration 15Q: 3 clusters Score -369134.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -369154.437500 Penalty: 4016.927002
	Iteration 16Q: 3 clusters Score -369154.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -369169.687500 Penalty: 4016.927002
	Iteration 17Q: 3 clusters Score -369169.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -369184.187500 Penalty: 4016.927002
	Iteration 18Q: 3 clusters Score -369184.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -369200.250000 Penalty: 4016.927002
	Iteration 19Q: 3 clusters Score -369200.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -369217.843750 Penalty: 4016.927002
	Iteration 20F: 3 clusters Score -369217.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -369229.343750 Penalty: 4016.927002
	Iteration 21Q: 3 clusters Score -369229.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -369243.343750 Penalty: 4016.927002
	Iteration 22Q: 3 clusters Score -369243.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -369257.656250 Penalty: 4016.927002
	Iteration 23Q: 3 clusters Score -369257.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -369272.937500 Penalty: 4016.927002
	Iteration 24Q: 3 clusters Score -369272.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -369285.937500 Penalty: 4016.927002
	Iteration 25Q: 3 clusters Score -369285.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -369300.062500 Penalty: 4016.927002
	Iteration 26Q: 3 clusters Score -369300.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -369306.218750 Penalty: 4016.927002
	Iteration 27Q: 3 clusters Score -369306.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -369315.375000 Penalty: 4016.927002
	Iteration 28Q: 3 clusters Score -369315.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -369320.281250 Penalty: 4016.927002
	Iteration 29Q: 3 clusters Score -369320.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -369324.343750 Penalty: 4016.927002
	Iteration 30Q: 3 clusters Score -369324.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -369327.812500 Penalty: 4016.927002
	Iteration 31Q: 3 clusters Score -369327.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -369331.125000 Penalty: 4016.927002
	Iteration 32Q: 3 clusters Score -369331.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -369332.937500 Penalty: 4016.927002
	Iteration 33Q: 3 clusters Score -369332.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -369333.750000 Penalty: 4016.927002
	Iteration 34Q: 3 clusters Score -369333.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -369335.750000 Penalty: 4016.927002
	Iteration 35Q: 3 clusters Score -369335.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -369337.656250 Penalty: 4016.927002
	Iteration 36Q: 3 clusters Score -369337.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -369339.125000 Penalty: 4016.927002
	Iteration 37Q: 3 clusters Score -369339.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -369340.062500 Penalty: 4016.927002
	Iteration 38Q: 3 clusters Score -369340.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -369343.343750 Penalty: 4016.927002
	Iteration 39Q: 3 clusters Score -369343.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -369348.125000 Penalty: 4016.927002
	Iteration 40F: 3 clusters Score -369348.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -369350.218750 Penalty: 4016.927002
	Iteration 41Q: 3 clusters Score -369350.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -369350.843750 Penalty: 4016.927002
	Iteration 42Q: 3 clusters Score -369350.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -369350.843750 Penalty: 4016.927002
	Iteration 43F: 3 clusters Score -369350.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Entering Unmasked Estep 
Score: -1273069.500000 Penalty: 2305.536621
	Iteration 0F: 2 clusters Score -1273070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1264919.875000 Penalty: 4611.073242
	Iteration 0F: 3 clusters Score -1264920 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1267467.250000 Penalty: 4611.073242
	Iteration 1F: 3 clusters Score -1267467 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1267830.625000 Penalty: 4611.073242
	Iteration 2F: 3 clusters Score -1267831 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1268067.250000 Penalty: 4611.073242
	Iteration 3F: 3 clusters Score -1268067 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1268259.625000 Penalty: 4611.073242
	Iteration 4Q: 3 clusters Score -1268260 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1268437.500000 Penalty: 4611.073242
	Iteration 5Q: 3 clusters Score -1268438 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1268632.375000 Penalty: 4611.073242
	Iteration 6Q: 3 clusters Score -1268632 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1268881.500000 Penalty: 4611.073242
	Iteration 7Q: 3 clusters Score -1268882 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1269182.750000 Penalty: 4611.073242
	Iteration 8Q: 3 clusters Score -1269183 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1269520.625000 Penalty: 4611.073242
	Iteration 9Q: 3 clusters Score -1269521 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1269847.875000 Penalty: 4611.073242
	Iteration 10Q: 3 clusters Score -1269848 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1270150.625000 Penalty: 4611.073242
	Iteration 11Q: 3 clusters Score -1270151 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1270395.625000 Penalty: 4611.073242
	Iteration 12Q: 3 clusters Score -1270396 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1270598.375000 Penalty: 4611.073242
	Iteration 13Q: 3 clusters Score -1270598 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1270747.750000 Penalty: 4611.073242
	Iteration 14Q: 3 clusters Score -1270748 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1270898.375000 Penalty: 4611.073242
	Iteration 15Q: 3 clusters Score -1270898 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1271039.250000 Penalty: 4611.073242
	Iteration 16Q: 3 clusters Score -1271039 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1271150.750000 Penalty: 4611.073242
	Iteration 17Q: 3 clusters Score -1271151 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1271231.625000 Penalty: 4611.073242
	Iteration 18Q: 3 clusters Score -1271232 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1271279.875000 Penalty: 4611.073242
	Iteration 19Q: 3 clusters Score -1271280 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1271328.625000 Penalty: 4611.073242
	Iteration 20F: 3 clusters Score -1271329 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1271357.500000 Penalty: 4611.073242
	Iteration 21Q: 3 clusters Score -1271358 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1271388.500000 Penalty: 4611.073242
	Iteration 22Q: 3 clusters Score -1271388 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1271406.750000 Penalty: 4611.073242
	Iteration 23Q: 3 clusters Score -1271407 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1271418.125000 Penalty: 4611.073242
	Iteration 24Q: 3 clusters Score -1271418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1271429.250000 Penalty: 4611.073242
	Iteration 25Q: 3 clusters Score -1271429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1271428.125000 Penalty: 4611.073242
	Iteration 26Q: 3 clusters Score -1271428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1271428.500000 Penalty: 4611.073242
	Iteration 27Q: 3 clusters Score -1271428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1271433.500000 Penalty: 4611.073242
	Iteration 28Q: 3 clusters Score -1271434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1271443.875000 Penalty: 4611.073242
	Iteration 29Q: 3 clusters Score -1271444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1271446.750000 Penalty: 4611.073242
	Iteration 30Q: 3 clusters Score -1271447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1271447.000000 Penalty: 4611.073242
	Iteration 31Q: 3 clusters Score -1271447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1271453.250000 Penalty: 4611.073242
	Iteration 32Q: 3 clusters Score -1271453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1271454.000000 Penalty: 4611.073242
	Iteration 33Q: 3 clusters Score -1271454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1271454.000000 Penalty: 4611.073242
	Iteration 34Q: 3 clusters Score -1271454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1271459.000000 Penalty: 4611.073242
	Iteration 35Q: 3 clusters Score -1271459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1271459.500000 Penalty: 4611.073242
	Iteration 36Q: 3 clusters Score -1271460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1271458.500000 Penalty: 4611.073242
	Iteration 37Q: 3 clusters Score -1271458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1271458.875000 Penalty: 4611.073242
	Iteration 38Q: 3 clusters Score -1271459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1271461.875000 Penalty: 4611.073242
	Iteration 39Q: 3 clusters Score -1271462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1271463.500000 Penalty: 4611.073242
	Iteration 40F: 3 clusters Score -1271464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1271463.750000 Penalty: 4611.073242
	Iteration 41Q: 3 clusters Score -1271464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1271465.375000 Penalty: 4611.073242
	Iteration 42Q: 3 clusters Score -1271465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1271465.375000 Penalty: 4611.073242
	Iteration 43F: 3 clusters Score -1271465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (57366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57366 members 
Entering Unmasked Estep 
Score: -7006030.000000 Penalty: 2717.387207
	Iteration 0F: 2 clusters Score -7006030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 28624 members 
Entering Unmasked Estep 
Score: -6967500.000000 Penalty: 5434.774414
	Iteration 0F: 3 clusters Score -6967500 nChanged 26583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Mstep: Class 2 contains 28617 members 
Entering Unmasked Estep 
Score: -6982333.000000 Penalty: 5434.774414
	Iteration 1F: 3 clusters Score -6982333 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28719 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -6982966.500000 Penalty: 5434.774414
	Iteration 2Q: 3 clusters Score -6982966 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 28653 members 
Entering Unmasked Estep 
Score: -6983564.000000 Penalty: 5434.774414
	Iteration 3Q: 3 clusters Score -6983564 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -6984304.500000 Penalty: 5434.774414
	Iteration 4Q: 3 clusters Score -6984304 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -6985155.000000 Penalty: 5434.774414
	Iteration 5Q: 3 clusters Score -6985155 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 28938 members 
Entering Unmasked Estep 
Score: -6986236.000000 Penalty: 5434.774414
	Iteration 6Q: 3 clusters Score -6986236 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28358 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -6987567.000000 Penalty: 5434.774414
	Iteration 7Q: 3 clusters Score -6987567 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 28964 members 
Entering Unmasked Estep 
Score: -6988944.500000 Penalty: 5434.774414
	Iteration 8F: 3 clusters Score -6988944 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28552 members 
Mstep: Class 2 contains 28814 members 
Entering Unmasked Estep 
Score: -6990310.500000 Penalty: 5434.774414
	Iteration 9Q: 3 clusters Score -6990310 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -6991568.000000 Penalty: 5434.774414
	Iteration 10Q: 3 clusters Score -6991568 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29438 members 
Mstep: Class 2 contains 27928 members 
Entering Unmasked Estep 
Score: -6992667.000000 Penalty: 5434.774414
	Iteration 11Q: 3 clusters Score -6992667 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -6993587.000000 Penalty: 5434.774414
	Iteration 12Q: 3 clusters Score -6993587 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30760 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -6994477.000000 Penalty: 5434.774414
	Iteration 13Q: 3 clusters Score -6994477 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31405 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -6995261.000000 Penalty: 5434.774414
	Iteration 14Q: 3 clusters Score -6995261 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32071 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -6996023.500000 Penalty: 5434.774414
	Iteration 15Q: 3 clusters Score -6996024 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -6996744.000000 Penalty: 5434.774414
	Iteration 16Q: 3 clusters Score -6996744 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33249 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -6997313.000000 Penalty: 5434.774414
	Iteration 17Q: 3 clusters Score -6997313 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -6997718.000000 Penalty: 5434.774414
	Iteration 18Q: 3 clusters Score -6997718 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34097 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -6998021.000000 Penalty: 5434.774414
	Iteration 19Q: 3 clusters Score -6998021 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34377 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -6998211.500000 Penalty: 5434.774414
	Iteration 20F: 3 clusters Score -6998212 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34625 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -6998303.000000 Penalty: 5434.774414
	Iteration 21Q: 3 clusters Score -6998303 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34862 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -6998433.000000 Penalty: 5434.774414
	Iteration 22Q: 3 clusters Score -6998433 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -6998524.000000 Penalty: 5434.774414
	Iteration 23Q: 3 clusters Score -6998524 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35354 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -6998541.500000 Penalty: 5434.774414
	Iteration 24Q: 3 clusters Score -6998542 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35611 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -6998606.000000 Penalty: 5434.774414
	Iteration 25Q: 3 clusters Score -6998606 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35875 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -6998657.500000 Penalty: 5434.774414
	Iteration 26Q: 3 clusters Score -6998658 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36112 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -6998691.000000 Penalty: 5434.774414
	Iteration 27Q: 3 clusters Score -6998691 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36369 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -6998758.500000 Penalty: 5434.774414
	Iteration 28Q: 3 clusters Score -6998758 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36650 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -6998812.500000 Penalty: 5434.774414
	Iteration 29Q: 3 clusters Score -6998812 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -6998818.000000 Penalty: 5434.774414
	Iteration 30Q: 3 clusters Score -6998818 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -6998876.500000 Penalty: 5434.774414
	Iteration 31Q: 3 clusters Score -6998876 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37422 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -6998913.000000 Penalty: 5434.774414
	Iteration 32Q: 3 clusters Score -6998913 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37702 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -6998946.000000 Penalty: 5434.774414
	Iteration 33Q: 3 clusters Score -6998946 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -6999005.500000 Penalty: 5434.774414
	Iteration 34Q: 3 clusters Score -6999006 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38265 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -6999046.000000 Penalty: 5434.774414
	Iteration 35Q: 3 clusters Score -6999046 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38595 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -6999080.500000 Penalty: 5434.774414
	Iteration 36Q: 3 clusters Score -6999080 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -6999117.000000 Penalty: 5434.774414
	Iteration 37Q: 3 clusters Score -6999117 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39252 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -6999154.000000 Penalty: 5434.774414
	Iteration 38Q: 3 clusters Score -6999154 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39607 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -6999212.000000 Penalty: 5434.774414
	Iteration 39Q: 3 clusters Score -6999212 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39992 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -6999311.500000 Penalty: 5434.774414
	Iteration 40F: 3 clusters Score -6999312 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40380 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -6999351.500000 Penalty: 5434.774414
	Iteration 41Q: 3 clusters Score -6999352 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -6999416.500000 Penalty: 5434.774414
	Iteration 42Q: 3 clusters Score -6999416 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41227 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -6999515.500000 Penalty: 5434.774414
	Iteration 43Q: 3 clusters Score -6999516 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41696 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -6999594.000000 Penalty: 5434.774414
	Iteration 44Q: 3 clusters Score -6999594 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42171 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -6999680.000000 Penalty: 5434.774414
	Iteration 45Q: 3 clusters Score -6999680 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42669 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -6999792.500000 Penalty: 5434.774414
	Iteration 46Q: 3 clusters Score -6999792 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43134 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -6999892.500000 Penalty: 5434.774414
	Iteration 47Q: 3 clusters Score -6999892 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43624 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -6999968.000000 Penalty: 5434.774414
	Iteration 48Q: 3 clusters Score -6999968 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44152 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -7000079.000000 Penalty: 5434.774414
	Iteration 49Q: 3 clusters Score -7000079 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44701 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -7000191.000000 Penalty: 5434.774414
	Iteration 50Q: 3 clusters Score -7000191 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45268 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -7000361.000000 Penalty: 5434.774414
	Iteration 51Q: 3 clusters Score -7000361 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45853 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -7000471.500000 Penalty: 5434.774414
	Iteration 52Q: 3 clusters Score -7000472 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46443 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -7000616.000000 Penalty: 5434.774414
	Iteration 53Q: 3 clusters Score -7000616 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47028 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -7000808.500000 Penalty: 5434.774414
	Iteration 54Q: 3 clusters Score -7000808 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47643 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -7001023.000000 Penalty: 5434.774414
	Iteration 55Q: 3 clusters Score -7001023 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48218 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -7001181.500000 Penalty: 5434.774414
	Iteration 56Q: 3 clusters Score -7001182 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48796 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -7001332.500000 Penalty: 5434.774414
	Iteration 57Q: 3 clusters Score -7001332 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49348 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -7001467.000000 Penalty: 5434.774414
	Iteration 58Q: 3 clusters Score -7001467 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49908 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -7001676.000000 Penalty: 5434.774414
	Iteration 59Q: 3 clusters Score -7001676 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50433 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -7001801.500000 Penalty: 5434.774414
	Iteration 60F: 3 clusters Score -7001802 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50944 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -7001988.000000 Penalty: 5434.774414
	Iteration 61Q: 3 clusters Score -7001988 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51455 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -7002152.500000 Penalty: 5434.774414
	Iteration 62Q: 3 clusters Score -7002152 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51967 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -7002358.000000 Penalty: 5434.774414
	Iteration 63Q: 3 clusters Score -7002358 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52468 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -7002531.000000 Penalty: 5434.774414
	Iteration 64Q: 3 clusters Score -7002531 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52891 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -7002682.000000 Penalty: 5434.774414
	Iteration 65Q: 3 clusters Score -7002682 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53301 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -7002797.500000 Penalty: 5434.774414
	Iteration 66Q: 3 clusters Score -7002798 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53647 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -7002946.000000 Penalty: 5434.774414
	Iteration 67Q: 3 clusters Score -7002946 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53942 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -7003066.000000 Penalty: 5434.774414
	Iteration 68Q: 3 clusters Score -7003066 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54204 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -7003173.500000 Penalty: 5434.774414
	Iteration 69Q: 3 clusters Score -7003174 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54409 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -7003248.000000 Penalty: 5434.774414
	Iteration 70Q: 3 clusters Score -7003248 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54597 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -7003299.000000 Penalty: 5434.774414
	Iteration 71Q: 3 clusters Score -7003299 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54763 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -7003369.000000 Penalty: 5434.774414
	Iteration 72Q: 3 clusters Score -7003369 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54906 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -7003396.500000 Penalty: 5434.774414
	Iteration 73Q: 3 clusters Score -7003396 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55040 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -7003486.500000 Penalty: 5434.774414
	Iteration 74Q: 3 clusters Score -7003486 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55165 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -7003542.500000 Penalty: 5434.774414
	Iteration 75Q: 3 clusters Score -7003542 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55269 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -7003583.000000 Penalty: 5434.774414
	Iteration 76Q: 3 clusters Score -7003583 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55353 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -7003597.500000 Penalty: 5434.774414
	Iteration 77Q: 3 clusters Score -7003598 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55416 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -7003609.000000 Penalty: 5434.774414
	Iteration 78Q: 3 clusters Score -7003609 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55483 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -7003609.500000 Penalty: 5434.774414
	Iteration 79Q: 3 clusters Score -7003610 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55548 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -7003632.000000 Penalty: 5434.774414
	Iteration 80F: 3 clusters Score -7003632 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55603 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -7003662.500000 Penalty: 5434.774414
	Iteration 81Q: 3 clusters Score -7003662 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55647 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -7003677.000000 Penalty: 5434.774414
	Iteration 82Q: 3 clusters Score -7003677 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55686 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -7003684.000000 Penalty: 5434.774414
	Iteration 83Q: 3 clusters Score -7003684 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55723 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -7003695.000000 Penalty: 5434.774414
	Iteration 84Q: 3 clusters Score -7003695 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55755 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -7003701.500000 Penalty: 5434.774414
	Iteration 85Q: 3 clusters Score -7003702 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55779 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -7003711.000000 Penalty: 5434.774414
	Iteration 86Q: 3 clusters Score -7003711 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55805 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -7003720.500000 Penalty: 5434.774414
	Iteration 87Q: 3 clusters Score -7003720 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55825 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -7003716.500000 Penalty: 5434.774414
	Iteration 88Q: 3 clusters Score -7003716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55841 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -7003728.000000 Penalty: 5434.774414
	Iteration 89Q: 3 clusters Score -7003728 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55862 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -7003722.000000 Penalty: 5434.774414
	Iteration 90Q: 3 clusters Score -7003722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55871 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -7003725.500000 Penalty: 5434.774414
	Iteration 91Q: 3 clusters Score -7003726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55884 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -7003739.000000 Penalty: 5434.774414
	Iteration 92Q: 3 clusters Score -7003739 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55897 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -7003730.500000 Penalty: 5434.774414
	Iteration 93Q: 3 clusters Score -7003730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55911 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -7003739.500000 Penalty: 5434.774414
	Iteration 94Q: 3 clusters Score -7003740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55919 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -7003742.500000 Penalty: 5434.774414
	Iteration 95Q: 3 clusters Score -7003742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55925 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -7003750.500000 Penalty: 5434.774414
	Iteration 96Q: 3 clusters Score -7003750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55933 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -7003742.500000 Penalty: 5434.774414
	Iteration 97Q: 3 clusters Score -7003742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55939 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -7003748.000000 Penalty: 5434.774414
	Iteration 98Q: 3 clusters Score -7003748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55946 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -7003749.000000 Penalty: 5434.774414
	Iteration 99Q: 3 clusters Score -7003749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55954 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -7003756.500000 Penalty: 5434.774414
	Iteration 100F: 3 clusters Score -7003756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55967 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -7003757.000000 Penalty: 5434.774414
	Iteration 101Q: 3 clusters Score -7003757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55976 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -7003753.500000 Penalty: 5434.774414
	Iteration 102Q: 3 clusters Score -7003754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55982 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -7003760.500000 Penalty: 5434.774414
	Iteration 103Q: 3 clusters Score -7003760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55995 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -7003771.500000 Penalty: 5434.774414
	Iteration 104Q: 3 clusters Score -7003772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56002 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -7003767.500000 Penalty: 5434.774414
	Iteration 105Q: 3 clusters Score -7003768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56008 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -7003766.500000 Penalty: 5434.774414
	Iteration 106Q: 3 clusters Score -7003766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56016 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -7003776.000000 Penalty: 5434.774414
	Iteration 107Q: 3 clusters Score -7003776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56026 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -7003772.000000 Penalty: 5434.774414
	Iteration 108Q: 3 clusters Score -7003772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56035 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -7003775.000000 Penalty: 5434.774414
	Iteration 109Q: 3 clusters Score -7003775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56041 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -7003777.500000 Penalty: 5434.774414
	Iteration 110Q: 3 clusters Score -7003778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56044 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -7003782.000000 Penalty: 5434.774414
	Iteration 111Q: 3 clusters Score -7003782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56049 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -7003778.000000 Penalty: 5434.774414
	Iteration 112Q: 3 clusters Score -7003778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56055 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -7003775.000000 Penalty: 5434.774414
	Iteration 113Q: 3 clusters Score -7003775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56058 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -7003770.500000 Penalty: 5434.774414
	Iteration 114Q: 3 clusters Score -7003770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56061 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -7003776.000000 Penalty: 5434.774414
	Iteration 115Q: 3 clusters Score -7003776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56065 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -7003780.000000 Penalty: 5434.774414
	Iteration 116Q: 3 clusters Score -7003780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56066 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -7003781.500000 Penalty: 5434.774414
	Iteration 117Q: 3 clusters Score -7003782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56067 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -7003778.000000 Penalty: 5434.774414
	Iteration 118Q: 3 clusters Score -7003778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56066 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -7003783.000000 Penalty: 5434.774414
	Iteration 119Q: 3 clusters Score -7003783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56067 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -7003781.500000 Penalty: 5434.774414
	Iteration 120F: 3 clusters Score -7003782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56068 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -7003782.000000 Penalty: 5434.774414
	Iteration 121Q: 3 clusters Score -7003782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56068 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -7003782.000000 Penalty: 5434.774414
	Iteration 122F: 3 clusters Score -7003782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Entering Unmasked Estep 
Score: -1109292.000000 Penalty: 2265.659912
	Iteration 0F: 2 clusters Score -1109292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1102164.000000 Penalty: 4531.319824
	Iteration 0F: 3 clusters Score -1102164 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1104173.500000 Penalty: 4531.319824
	Iteration 1F: 3 clusters Score -1104174 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1104491.875000 Penalty: 4531.319824
	Iteration 2F: 3 clusters Score -1104492 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1104753.375000 Penalty: 4531.319824
	Iteration 3F: 3 clusters Score -1104753 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1105014.000000 Penalty: 4531.319824
	Iteration 4Q: 3 clusters Score -1105014 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1105357.125000 Penalty: 4531.319824
	Iteration 5F: 3 clusters Score -1105357 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1105922.875000 Penalty: 4531.319824
	Iteration 6F: 3 clusters Score -1105923 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1106754.125000 Penalty: 4531.319824
	Iteration 7F: 3 clusters Score -1106754 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1107661.375000 Penalty: 4531.319824
	Iteration 8F: 3 clusters Score -1107661 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1108248.500000 Penalty: 4531.319824
	Iteration 9F: 3 clusters Score -1108248 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1108550.375000 Penalty: 4531.319824
	Iteration 10Q: 3 clusters Score -1108550 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1108689.500000 Penalty: 4531.319824
	Iteration 11Q: 3 clusters Score -1108690 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1108756.375000 Penalty: 4531.319824
	Iteration 12Q: 3 clusters Score -1108756 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1108785.000000 Penalty: 4531.319824
	Iteration 13Q: 3 clusters Score -1108785 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1108803.750000 Penalty: 4531.319824
	Iteration 14Q: 3 clusters Score -1108804 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1108815.500000 Penalty: 4531.319824
	Iteration 15Q: 3 clusters Score -1108816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1108817.875000 Penalty: 4531.319824
	Iteration 16Q: 3 clusters Score -1108818 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1108826.625000 Penalty: 4531.319824
	Iteration 17Q: 3 clusters Score -1108827 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1108831.250000 Penalty: 4531.319824
	Iteration 18Q: 3 clusters Score -1108831 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1108836.000000 Penalty: 4531.319824
	Iteration 19Q: 3 clusters Score -1108836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1108832.875000 Penalty: 4531.319824
	Iteration 20F: 3 clusters Score -1108833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1108836.750000 Penalty: 4531.319824
	Iteration 21Q: 3 clusters Score -1108837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1108835.250000 Penalty: 4531.319824
	Iteration 22Q: 3 clusters Score -1108835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1108835.625000 Penalty: 4531.319824
	Iteration 23Q: 3 clusters Score -1108836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1108835.125000 Penalty: 4531.319824
	Iteration 24Q: 3 clusters Score -1108835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1108834.250000 Penalty: 4531.319824
	Iteration 25Q: 3 clusters Score -1108834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1108834.250000 Penalty: 4531.319824
	Iteration 26F: 3 clusters Score -1108834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Entering Unmasked Estep 
Score: -458942.281250 Penalty: 2062.805908
	Iteration 0F: 2 clusters Score -458942.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -454998.312500 Penalty: 4125.611816
	Iteration 0F: 3 clusters Score -454998.3 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -455920.500000 Penalty: 4125.611816
	Iteration 1F: 3 clusters Score -455920.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -456167.312500 Penalty: 4125.611816
	Iteration 2F: 3 clusters Score -456167.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -456358.687500 Penalty: 4125.611816
	Iteration 3F: 3 clusters Score -456358.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -456516.156250 Penalty: 4125.611816
	Iteration 4Q: 3 clusters Score -456516.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -456734.968750 Penalty: 4125.611816
	Iteration 5F: 3 clusters Score -456735 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -457040.906250 Penalty: 4125.611816
	Iteration 6F: 3 clusters Score -457040.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -457492.906250 Penalty: 4125.611816
	Iteration 7F: 3 clusters Score -457492.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -457994.875000 Penalty: 4125.611816
	Iteration 8F: 3 clusters Score -457994.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -458277.812500 Penalty: 4125.611816
	Iteration 9F: 3 clusters Score -458277.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -458443.812500 Penalty: 4125.611816
	Iteration 10Q: 3 clusters Score -458443.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -458550.437500 Penalty: 4125.611816
	Iteration 11Q: 3 clusters Score -458550.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -458620.531250 Penalty: 4125.611816
	Iteration 12Q: 3 clusters Score -458620.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -458681.718750 Penalty: 4125.611816
	Iteration 13Q: 3 clusters Score -458681.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -458723.687500 Penalty: 4125.611816
	Iteration 14Q: 3 clusters Score -458723.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -458767.187500 Penalty: 4125.611816
	Iteration 15Q: 3 clusters Score -458767.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -458821.375000 Penalty: 4125.611816
	Iteration 16Q: 3 clusters Score -458821.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -458843.593750 Penalty: 4125.611816
	Iteration 17Q: 3 clusters Score -458843.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -458851.031250 Penalty: 4125.611816
	Iteration 18Q: 3 clusters Score -458851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -458857.375000 Penalty: 4125.611816
	Iteration 19Q: 3 clusters Score -458857.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -458863.812500 Penalty: 4125.611816
	Iteration 20F: 3 clusters Score -458863.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -458870.406250 Penalty: 4125.611816
	Iteration 21Q: 3 clusters Score -458870.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -458875.031250 Penalty: 4125.611816
	Iteration 22Q: 3 clusters Score -458875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -458875.343750 Penalty: 4125.611816
	Iteration 23Q: 3 clusters Score -458875.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -458877.593750 Penalty: 4125.611816
	Iteration 24Q: 3 clusters Score -458877.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -458876.500000 Penalty: 4125.611816
	Iteration 25Q: 3 clusters Score -458876.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -458876.500000 Penalty: 4125.611816
	Iteration 26F: 3 clusters Score -458876.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Entering Unmasked Estep 
Score: -2065542.500000 Penalty: 2420.757080
	Iteration 0F: 2 clusters Score -2065542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -2053184.125000 Penalty: 4841.514160
	Iteration 0F: 3 clusters Score -2053184 nChanged 7560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -2057227.000000 Penalty: 4841.514160
	Iteration 1F: 3 clusters Score -2057227 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -2057680.000000 Penalty: 4841.514160
	Iteration 2F: 3 clusters Score -2057680 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -2058084.125000 Penalty: 4841.514160
	Iteration 3F: 3 clusters Score -2058084 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -2058451.375000 Penalty: 4841.514160
	Iteration 4Q: 3 clusters Score -2058451 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -2058827.625000 Penalty: 4841.514160
	Iteration 5Q: 3 clusters Score -2058828 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -2059306.125000 Penalty: 4841.514160
	Iteration 6Q: 3 clusters Score -2059306 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -2059837.500000 Penalty: 4841.514160
	Iteration 7Q: 3 clusters Score -2059838 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -2060357.750000 Penalty: 4841.514160
	Iteration 8Q: 3 clusters Score -2060358 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -2060894.875000 Penalty: 4841.514160
	Iteration 9Q: 3 clusters Score -2060895 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -2061360.875000 Penalty: 4841.514160
	Iteration 10Q: 3 clusters Score -2061361 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -2061728.625000 Penalty: 4841.514160
	Iteration 11Q: 3 clusters Score -2061729 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -2061997.250000 Penalty: 4841.514160
	Iteration 12Q: 3 clusters Score -2061997 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -2062232.375000 Penalty: 4841.514160
	Iteration 13Q: 3 clusters Score -2062232 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -2062423.125000 Penalty: 4841.514160
	Iteration 14Q: 3 clusters Score -2062423 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -2062584.750000 Penalty: 4841.514160
	Iteration 15Q: 3 clusters Score -2062585 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -2062729.375000 Penalty: 4841.514160
	Iteration 16Q: 3 clusters Score -2062729 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -2062860.375000 Penalty: 4841.514160
	Iteration 17Q: 3 clusters Score -2062860 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -2062959.875000 Penalty: 4841.514160
	Iteration 18Q: 3 clusters Score -2062960 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -2063039.125000 Penalty: 4841.514160
	Iteration 19Q: 3 clusters Score -2063039 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -2063101.875000 Penalty: 4841.514160
	Iteration 20F: 3 clusters Score -2063102 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -2063167.250000 Penalty: 4841.514160
	Iteration 21Q: 3 clusters Score -2063167 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -2063221.375000 Penalty: 4841.514160
	Iteration 22Q: 3 clusters Score -2063221 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -2063272.875000 Penalty: 4841.514160
	Iteration 23Q: 3 clusters Score -2063273 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -2063302.750000 Penalty: 4841.514160
	Iteration 24Q: 3 clusters Score -2063303 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -2063336.375000 Penalty: 4841.514160
	Iteration 25Q: 3 clusters Score -2063336 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -2063355.375000 Penalty: 4841.514160
	Iteration 26Q: 3 clusters Score -2063355 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -2063374.500000 Penalty: 4841.514160
	Iteration 27Q: 3 clusters Score -2063374 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -2063392.125000 Penalty: 4841.514160
	Iteration 28Q: 3 clusters Score -2063392 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -2063401.875000 Penalty: 4841.514160
	Iteration 29Q: 3 clusters Score -2063402 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -2063422.625000 Penalty: 4841.514160
	Iteration 30Q: 3 clusters Score -2063423 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -2063445.750000 Penalty: 4841.514160
	Iteration 31Q: 3 clusters Score -2063446 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -2063454.625000 Penalty: 4841.514160
	Iteration 32Q: 3 clusters Score -2063455 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -2063463.875000 Penalty: 4841.514160
	Iteration 33Q: 3 clusters Score -2063464 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -2063465.375000 Penalty: 4841.514160
	Iteration 34Q: 3 clusters Score -2063465 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -2063473.000000 Penalty: 4841.514160
	Iteration 35Q: 3 clusters Score -2063473 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -2063477.750000 Penalty: 4841.514160
	Iteration 36Q: 3 clusters Score -2063478 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -2063487.500000 Penalty: 4841.514160
	Iteration 37Q: 3 clusters Score -2063488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -2063493.625000 Penalty: 4841.514160
	Iteration 38Q: 3 clusters Score -2063494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -2063500.000000 Penalty: 4841.514160
	Iteration 39Q: 3 clusters Score -2063500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -2063506.500000 Penalty: 4841.514160
	Iteration 40F: 3 clusters Score -2063506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -2063505.375000 Penalty: 4841.514160
	Iteration 41Q: 3 clusters Score -2063505 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -2063512.250000 Penalty: 4841.514160
	Iteration 42Q: 3 clusters Score -2063512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -2063516.250000 Penalty: 4841.514160
	Iteration 43Q: 3 clusters Score -2063516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -2063516.500000 Penalty: 4841.514160
	Iteration 44Q: 3 clusters Score -2063516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -2063518.625000 Penalty: 4841.514160
	Iteration 45Q: 3 clusters Score -2063519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -2063519.500000 Penalty: 4841.514160
	Iteration 46Q: 3 clusters Score -2063520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -2063526.500000 Penalty: 4841.514160
	Iteration 47Q: 3 clusters Score -2063526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -2063529.000000 Penalty: 4841.514160
	Iteration 48Q: 3 clusters Score -2063529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -2063531.500000 Penalty: 4841.514160
	Iteration 49Q: 3 clusters Score -2063532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -2063530.625000 Penalty: 4841.514160
	Iteration 50Q: 3 clusters Score -2063531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -2063532.750000 Penalty: 4841.514160
	Iteration 51Q: 3 clusters Score -2063533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -2063534.000000 Penalty: 4841.514160
	Iteration 52Q: 3 clusters Score -2063534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -2063537.250000 Penalty: 4841.514160
	Iteration 53Q: 3 clusters Score -2063537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -2063541.000000 Penalty: 4841.514160
	Iteration 54Q: 3 clusters Score -2063541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -2063543.625000 Penalty: 4841.514160
	Iteration 55Q: 3 clusters Score -2063544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -2063542.875000 Penalty: 4841.514160
	Iteration 56Q: 3 clusters Score -2063543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -2063542.250000 Penalty: 4841.514160
	Iteration 57Q: 3 clusters Score -2063542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -2063542.250000 Penalty: 4841.514160
	Iteration 58F: 3 clusters Score -2063542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Entering Unmasked Estep 
Score: -1743279.375000 Penalty: 2379.928711
	Iteration 0F: 2 clusters Score -1743279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1732580.375000 Penalty: 4759.857422
	Iteration 0F: 3 clusters Score -1732580 nChanged 6341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1736005.375000 Penalty: 4759.857422
	Iteration 1F: 3 clusters Score -1736005 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1736440.875000 Penalty: 4759.857422
	Iteration 2F: 3 clusters Score -1736441 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1736845.625000 Penalty: 4759.857422
	Iteration 3F: 3 clusters Score -1736846 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1737242.750000 Penalty: 4759.857422
	Iteration 4Q: 3 clusters Score -1737243 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1737642.625000 Penalty: 4759.857422
	Iteration 5Q: 3 clusters Score -1737643 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1737999.625000 Penalty: 4759.857422
	Iteration 6Q: 3 clusters Score -1738000 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1738332.500000 Penalty: 4759.857422
	Iteration 7Q: 3 clusters Score -1738332 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1738644.500000 Penalty: 4759.857422
	Iteration 8Q: 3 clusters Score -1738644 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1738968.875000 Penalty: 4759.857422
	Iteration 9Q: 3 clusters Score -1738969 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1739346.250000 Penalty: 4759.857422
	Iteration 10Q: 3 clusters Score -1739346 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1739721.750000 Penalty: 4759.857422
	Iteration 11Q: 3 clusters Score -1739722 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1740092.625000 Penalty: 4759.857422
	Iteration 12Q: 3 clusters Score -1740093 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1740444.500000 Penalty: 4759.857422
	Iteration 13Q: 3 clusters Score -1740444 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -1740705.125000 Penalty: 4759.857422
	Iteration 14Q: 3 clusters Score -1740705 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -1740874.125000 Penalty: 4759.857422
	Iteration 15Q: 3 clusters Score -1740874 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -1741003.625000 Penalty: 4759.857422
	Iteration 16Q: 3 clusters Score -1741004 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -1741104.375000 Penalty: 4759.857422
	Iteration 17Q: 3 clusters Score -1741104 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -1741156.375000 Penalty: 4759.857422
	Iteration 18Q: 3 clusters Score -1741156 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -1741192.375000 Penalty: 4759.857422
	Iteration 19Q: 3 clusters Score -1741192 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -1741220.625000 Penalty: 4759.857422
	Iteration 20F: 3 clusters Score -1741221 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -1741250.375000 Penalty: 4759.857422
	Iteration 21Q: 3 clusters Score -1741250 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -1741264.625000 Penalty: 4759.857422
	Iteration 22Q: 3 clusters Score -1741265 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -1741270.125000 Penalty: 4759.857422
	Iteration 23Q: 3 clusters Score -1741270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -1741275.625000 Penalty: 4759.857422
	Iteration 24Q: 3 clusters Score -1741276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -1741280.125000 Penalty: 4759.857422
	Iteration 25Q: 3 clusters Score -1741280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -1741280.375000 Penalty: 4759.857422
	Iteration 26Q: 3 clusters Score -1741280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1741289.500000 Penalty: 4759.857422
	Iteration 27Q: 3 clusters Score -1741290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -1741288.000000 Penalty: 4759.857422
	Iteration 28Q: 3 clusters Score -1741288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -1741290.500000 Penalty: 4759.857422
	Iteration 29Q: 3 clusters Score -1741290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -1741293.500000 Penalty: 4759.857422
	Iteration 30Q: 3 clusters Score -1741294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1741298.625000 Penalty: 4759.857422
	Iteration 31Q: 3 clusters Score -1741299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -1741305.125000 Penalty: 4759.857422
	Iteration 32Q: 3 clusters Score -1741305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -1741308.250000 Penalty: 4759.857422
	Iteration 33Q: 3 clusters Score -1741308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1741309.750000 Penalty: 4759.857422
	Iteration 34Q: 3 clusters Score -1741310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -1741311.250000 Penalty: 4759.857422
	Iteration 35Q: 3 clusters Score -1741311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -1741311.250000 Penalty: 4759.857422
	Iteration 36F: 3 clusters Score -1741311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (126851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126851 members 
Entering Unmasked Estep 
Score: -15448744.000000 Penalty: 2914.190674
	Iteration 0F: 2 clusters Score -1.544874e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63562 members 
Mstep: Class 2 contains 63289 members 
Entering Unmasked Estep 
Score: -15363977.000000 Penalty: 5828.381348
	Iteration 0F: 3 clusters Score -1.536398e+07 nChanged 60235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64809 members 
Mstep: Class 2 contains 62042 members 
Entering Unmasked Estep 
Score: -15398486.000000 Penalty: 5828.381348
	Iteration 1F: 3 clusters Score -1.539849e+07 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65354 members 
Mstep: Class 2 contains 61497 members 
Entering Unmasked Estep 
Score: -15399555.000000 Penalty: 5828.381348
	Iteration 2Q: 3 clusters Score -1.539956e+07 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66092 members 
Mstep: Class 2 contains 60759 members 
Entering Unmasked Estep 
Score: -15400685.000000 Penalty: 5828.381348
	Iteration 3Q: 3 clusters Score -1.540068e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67224 members 
Mstep: Class 2 contains 59627 members 
Entering Unmasked Estep 
Score: -15402271.000000 Penalty: 5828.381348
	Iteration 4Q: 3 clusters Score -1.540227e+07 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68821 members 
Mstep: Class 2 contains 58030 members 
Entering Unmasked Estep 
Score: -15404098.000000 Penalty: 5828.381348
	Iteration 5Q: 3 clusters Score -1.54041e+07 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70921 members 
Mstep: Class 2 contains 55930 members 
Entering Unmasked Estep 
Score: -15406512.000000 Penalty: 5828.381348
	Iteration 6Q: 3 clusters Score -1.540651e+07 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73725 members 
Mstep: Class 2 contains 53126 members 
Entering Unmasked Estep 
Score: -15409342.000000 Penalty: 5828.381348
	Iteration 7Q: 3 clusters Score -1.540934e+07 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77501 members 
Mstep: Class 2 contains 49350 members 
Entering Unmasked Estep 
Score: -15412325.000000 Penalty: 5828.381348
	Iteration 8Q: 3 clusters Score -1.541232e+07 nChanged 6347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82322 members 
Mstep: Class 2 contains 44529 members 
Entering Unmasked Estep 
Score: -15415824.000000 Penalty: 5828.381348
	Iteration 9F: 3 clusters Score -1.541582e+07 nChanged 6483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88067 members 
Mstep: Class 2 contains 38784 members 
Entering Unmasked Estep 
Score: -15419635.000000 Penalty: 5828.381348
	Iteration 10F: 3 clusters Score -1.541964e+07 nChanged 6776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94567 members 
Mstep: Class 2 contains 32284 members 
Entering Unmasked Estep 
Score: -15423949.000000 Penalty: 5828.381348
	Iteration 11F: 3 clusters Score -1.542395e+07 nChanged 6749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101220 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -15428545.000000 Penalty: 5828.381348
	Iteration 12F: 3 clusters Score -1.542854e+07 nChanged 6241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107429 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -15433093.000000 Penalty: 5828.381348
	Iteration 13Q: 3 clusters Score -1.543309e+07 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112685 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -15437017.000000 Penalty: 5828.381348
	Iteration 14Q: 3 clusters Score -1.543702e+07 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116832 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -15440164.000000 Penalty: 5828.381348
	Iteration 15Q: 3 clusters Score -1.544016e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119771 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -15442423.000000 Penalty: 5828.381348
	Iteration 16Q: 3 clusters Score -1.544242e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121712 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -15443782.000000 Penalty: 5828.381348
	Iteration 17Q: 3 clusters Score -1.544378e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123006 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -15444712.000000 Penalty: 5828.381348
	Iteration 18Q: 3 clusters Score -1.544471e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123804 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -15445317.000000 Penalty: 5828.381348
	Iteration 19Q: 3 clusters Score -1.544532e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124320 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -15445615.000000 Penalty: 5828.381348
	Iteration 20F: 3 clusters Score -1.544562e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124665 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -15445872.000000 Penalty: 5828.381348
	Iteration 21Q: 3 clusters Score -1.544587e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124892 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -15446068.000000 Penalty: 5828.381348
	Iteration 22Q: 3 clusters Score -1.544607e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125051 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -15446180.000000 Penalty: 5828.381348
	Iteration 23Q: 3 clusters Score -1.544618e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125188 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -15446232.000000 Penalty: 5828.381348
	Iteration 24Q: 3 clusters Score -1.544623e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125266 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -15446261.000000 Penalty: 5828.381348
	Iteration 25Q: 3 clusters Score -1.544626e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125336 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -15446292.000000 Penalty: 5828.381348
	Iteration 26Q: 3 clusters Score -1.544629e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125398 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -15446335.000000 Penalty: 5828.381348
	Iteration 27Q: 3 clusters Score -1.544634e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125447 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -15446340.000000 Penalty: 5828.381348
	Iteration 28Q: 3 clusters Score -1.544634e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125490 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -15446363.000000 Penalty: 5828.381348
	Iteration 29Q: 3 clusters Score -1.544636e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125520 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -15446357.000000 Penalty: 5828.381348
	Iteration 30Q: 3 clusters Score -1.544636e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125546 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -15446365.000000 Penalty: 5828.381348
	Iteration 31Q: 3 clusters Score -1.544636e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125576 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -15446379.000000 Penalty: 5828.381348
	Iteration 32Q: 3 clusters Score -1.544638e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125598 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -15446408.000000 Penalty: 5828.381348
	Iteration 33Q: 3 clusters Score -1.544641e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125615 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -15446414.000000 Penalty: 5828.381348
	Iteration 34Q: 3 clusters Score -1.544641e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125627 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -15446404.000000 Penalty: 5828.381348
	Iteration 35Q: 3 clusters Score -1.54464e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125638 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -15446412.000000 Penalty: 5828.381348
	Iteration 36Q: 3 clusters Score -1.544641e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125649 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -15446413.000000 Penalty: 5828.381348
	Iteration 37Q: 3 clusters Score -1.544641e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125655 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -15446428.000000 Penalty: 5828.381348
	Iteration 38Q: 3 clusters Score -1.544643e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125666 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -15446411.000000 Penalty: 5828.381348
	Iteration 39Q: 3 clusters Score -1.544641e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125677 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -15446420.000000 Penalty: 5828.381348
	Iteration 40F: 3 clusters Score -1.544642e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125683 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -15446427.000000 Penalty: 5828.381348
	Iteration 41Q: 3 clusters Score -1.544643e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125687 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -15446422.000000 Penalty: 5828.381348
	Iteration 42Q: 3 clusters Score -1.544642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125690 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -15446431.000000 Penalty: 5828.381348
	Iteration 43Q: 3 clusters Score -1.544643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125692 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -15446430.000000 Penalty: 5828.381348
	Iteration 44Q: 3 clusters Score -1.544643e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125696 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -15446436.000000 Penalty: 5828.381348
	Iteration 45Q: 3 clusters Score -1.544644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125698 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -15446439.000000 Penalty: 5828.381348
	Iteration 46Q: 3 clusters Score -1.544644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125700 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -15446441.000000 Penalty: 5828.381348
	Iteration 47Q: 3 clusters Score -1.544644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125699 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -15446442.000000 Penalty: 5828.381348
	Iteration 48Q: 3 clusters Score -1.544644e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125699 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -15446442.000000 Penalty: 5828.381348
	Iteration 49F: 3 clusters Score -1.544644e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Entering Unmasked Estep 
Score: -1490266.750000 Penalty: 2335.826416
	Iteration 0F: 2 clusters Score -1490267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1481154.875000 Penalty: 4671.652832
	Iteration 0F: 3 clusters Score -1481155 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1484035.375000 Penalty: 4671.652832
	Iteration 1F: 3 clusters Score -1484035 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1484539.250000 Penalty: 4671.652832
	Iteration 2F: 3 clusters Score -1484539 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1485153.250000 Penalty: 4671.652832
	Iteration 3F: 3 clusters Score -1485153 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1485911.875000 Penalty: 4671.652832
	Iteration 4F: 3 clusters Score -1485912 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1486641.500000 Penalty: 4671.652832
	Iteration 5F: 3 clusters Score -1486642 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1487192.250000 Penalty: 4671.652832
	Iteration 6F: 3 clusters Score -1487192 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1487569.500000 Penalty: 4671.652832
	Iteration 7Q: 3 clusters Score -1487570 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1487801.875000 Penalty: 4671.652832
	Iteration 8Q: 3 clusters Score -1487802 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1487957.750000 Penalty: 4671.652832
	Iteration 9Q: 3 clusters Score -1487958 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1488072.000000 Penalty: 4671.652832
	Iteration 10Q: 3 clusters Score -1488072 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1488152.750000 Penalty: 4671.652832
	Iteration 11Q: 3 clusters Score -1488153 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1488245.500000 Penalty: 4671.652832
	Iteration 12Q: 3 clusters Score -1488246 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1488321.375000 Penalty: 4671.652832
	Iteration 13Q: 3 clusters Score -1488321 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1488384.250000 Penalty: 4671.652832
	Iteration 14Q: 3 clusters Score -1488384 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1488436.500000 Penalty: 4671.652832
	Iteration 15Q: 3 clusters Score -1488436 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1488473.750000 Penalty: 4671.652832
	Iteration 16Q: 3 clusters Score -1488474 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1488502.375000 Penalty: 4671.652832
	Iteration 17Q: 3 clusters Score -1488502 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1488525.000000 Penalty: 4671.652832
	Iteration 18Q: 3 clusters Score -1488525 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1488552.375000 Penalty: 4671.652832
	Iteration 19Q: 3 clusters Score -1488552 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1488582.875000 Penalty: 4671.652832
	Iteration 20F: 3 clusters Score -1488583 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1488607.250000 Penalty: 4671.652832
	Iteration 21Q: 3 clusters Score -1488607 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1488620.125000 Penalty: 4671.652832
	Iteration 22Q: 3 clusters Score -1488620 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1488637.500000 Penalty: 4671.652832
	Iteration 23Q: 3 clusters Score -1488638 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1488650.750000 Penalty: 4671.652832
	Iteration 24Q: 3 clusters Score -1488651 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1488659.125000 Penalty: 4671.652832
	Iteration 25Q: 3 clusters Score -1488659 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1488668.125000 Penalty: 4671.652832
	Iteration 26Q: 3 clusters Score -1488668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1488670.250000 Penalty: 4671.652832
	Iteration 27Q: 3 clusters Score -1488670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1488674.375000 Penalty: 4671.652832
	Iteration 28Q: 3 clusters Score -1488674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1488678.250000 Penalty: 4671.652832
	Iteration 29Q: 3 clusters Score -1488678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1488680.750000 Penalty: 4671.652832
	Iteration 30Q: 3 clusters Score -1488681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1488681.500000 Penalty: 4671.652832
	Iteration 31Q: 3 clusters Score -1488682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1488682.750000 Penalty: 4671.652832
	Iteration 32Q: 3 clusters Score -1488683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1488684.500000 Penalty: 4671.652832
	Iteration 33Q: 3 clusters Score -1488684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1488690.375000 Penalty: 4671.652832
	Iteration 34Q: 3 clusters Score -1488690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1488696.875000 Penalty: 4671.652832
	Iteration 35Q: 3 clusters Score -1488697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1488699.750000 Penalty: 4671.652832
	Iteration 36Q: 3 clusters Score -1488700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1488700.875000 Penalty: 4671.652832
	Iteration 37Q: 3 clusters Score -1488701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1488698.875000 Penalty: 4671.652832
	Iteration 38Q: 3 clusters Score -1488699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1488702.375000 Penalty: 4671.652832
	Iteration 39Q: 3 clusters Score -1488702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1488702.500000 Penalty: 4671.652832
	Iteration 40F: 3 clusters Score -1488702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1488705.250000 Penalty: 4671.652832
	Iteration 41Q: 3 clusters Score -1488705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1488708.250000 Penalty: 4671.652832
	Iteration 42Q: 3 clusters Score -1488708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1488710.250000 Penalty: 4671.652832
	Iteration 43Q: 3 clusters Score -1488710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1488711.250000 Penalty: 4671.652832
	Iteration 44Q: 3 clusters Score -1488711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1488709.500000 Penalty: 4671.652832
	Iteration 45Q: 3 clusters Score -1488710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1488710.500000 Penalty: 4671.652832
	Iteration 46Q: 3 clusters Score -1488710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1488712.000000 Penalty: 4671.652832
	Iteration 47Q: 3 clusters Score -1488712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1488710.750000 Penalty: 4671.652832
	Iteration 48Q: 3 clusters Score -1488711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1488711.375000 Penalty: 4671.652832
	Iteration 49Q: 3 clusters Score -1488711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1488714.750000 Penalty: 4671.652832
	Iteration 50Q: 3 clusters Score -1488715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1488719.375000 Penalty: 4671.652832
	Iteration 51Q: 3 clusters Score -1488719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1488724.125000 Penalty: 4671.652832
	Iteration 52Q: 3 clusters Score -1488724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1488726.125000 Penalty: 4671.652832
	Iteration 53Q: 3 clusters Score -1488726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1488723.875000 Penalty: 4671.652832
	Iteration 54Q: 3 clusters Score -1488724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1488723.875000 Penalty: 4671.652832
	Iteration 55Q: 3 clusters Score -1488724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1488724.750000 Penalty: 4671.652832
	Iteration 56Q: 3 clusters Score -1488725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1488726.625000 Penalty: 4671.652832
	Iteration 57Q: 3 clusters Score -1488727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1488726.625000 Penalty: 4671.652832
	Iteration 58F: 3 clusters Score -1488727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (201680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201680 members 
Entering Unmasked Estep 
Score: -24814626.000000 Penalty: 3029.180420
	Iteration 0F: 2 clusters Score -2.481463e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100843 members 
Mstep: Class 2 contains 100837 members 
Entering Unmasked Estep 
Score: -24682042.000000 Penalty: 6058.360840
	Iteration 0F: 3 clusters Score -2.468204e+07 nChanged 97219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102602 members 
Mstep: Class 2 contains 99078 members 
Entering Unmasked Estep 
Score: -24738546.000000 Penalty: 6058.360840
	Iteration 1F: 3 clusters Score -2.473855e+07 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103797 members 
Mstep: Class 2 contains 97883 members 
Entering Unmasked Estep 
Score: -24739446.000000 Penalty: 6058.360840
	Iteration 2Q: 3 clusters Score -2.473945e+07 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105606 members 
Mstep: Class 2 contains 96074 members 
Entering Unmasked Estep 
Score: -24740638.000000 Penalty: 6058.360840
	Iteration 3Q: 3 clusters Score -2.474064e+07 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108581 members 
Mstep: Class 2 contains 93099 members 
Entering Unmasked Estep 
Score: -24742066.000000 Penalty: 6058.360840
	Iteration 4Q: 3 clusters Score -2.474207e+07 nChanged 7128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113343 members 
Mstep: Class 2 contains 88337 members 
Entering Unmasked Estep 
Score: -24744324.000000 Penalty: 6058.360840
	Iteration 5Q: 3 clusters Score -2.474432e+07 nChanged 9228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120499 members 
Mstep: Class 2 contains 81181 members 
Entering Unmasked Estep 
Score: -24748394.000000 Penalty: 6058.360840
	Iteration 6Q: 3 clusters Score -2.474839e+07 nChanged 12247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130822 members 
Mstep: Class 2 contains 70858 members 
Entering Unmasked Estep 
Score: -24755420.000000 Penalty: 6058.360840
	Iteration 7F: 3 clusters Score -2.475542e+07 nChanged 15075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144187 members 
Mstep: Class 2 contains 57493 members 
Entering Unmasked Estep 
Score: -24766088.000000 Penalty: 6058.360840
	Iteration 8F: 3 clusters Score -2.476609e+07 nChanged 16657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159336 members 
Mstep: Class 2 contains 42344 members 
Entering Unmasked Estep 
Score: -24779942.000000 Penalty: 6058.360840
	Iteration 9F: 3 clusters Score -2.477994e+07 nChanged 14728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173174 members 
Mstep: Class 2 contains 28506 members 
Entering Unmasked Estep 
Score: -24793286.000000 Penalty: 6058.360840
	Iteration 10F: 3 clusters Score -2.479329e+07 nChanged 10294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183118 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -24803054.000000 Penalty: 6058.360840
	Iteration 11F: 3 clusters Score -2.480305e+07 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188780 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -24808526.000000 Penalty: 6058.360840
	Iteration 12Q: 3 clusters Score -2.480853e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191355 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -24811478.000000 Penalty: 6058.360840
	Iteration 13Q: 3 clusters Score -2.481148e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192537 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -24812732.000000 Penalty: 6058.360840
	Iteration 14Q: 3 clusters Score -2.481273e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193289 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -24813102.000000 Penalty: 6058.360840
	Iteration 15Q: 3 clusters Score -2.48131e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193860 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -24813264.000000 Penalty: 6058.360840
	Iteration 16Q: 3 clusters Score -2.481326e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194325 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -24813304.000000 Penalty: 6058.360840
	Iteration 17Q: 3 clusters Score -2.48133e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194723 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -24813408.000000 Penalty: 6058.360840
	Iteration 18Q: 3 clusters Score -2.481341e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195061 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -24813478.000000 Penalty: 6058.360840
	Iteration 19Q: 3 clusters Score -2.481348e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195385 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -24813436.000000 Penalty: 6058.360840
	Iteration 20F: 3 clusters Score -2.481344e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195683 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -24813490.000000 Penalty: 6058.360840
	Iteration 21Q: 3 clusters Score -2.481349e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195961 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -24813440.000000 Penalty: 6058.360840
	Iteration 22Q: 3 clusters Score -2.481344e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196219 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -24813500.000000 Penalty: 6058.360840
	Iteration 23Q: 3 clusters Score -2.48135e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196439 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -24813568.000000 Penalty: 6058.360840
	Iteration 24Q: 3 clusters Score -2.481357e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196637 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -24813586.000000 Penalty: 6058.360840
	Iteration 25Q: 3 clusters Score -2.481359e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196804 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -24813584.000000 Penalty: 6058.360840
	Iteration 26Q: 3 clusters Score -2.481358e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196937 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -24813628.000000 Penalty: 6058.360840
	Iteration 27Q: 3 clusters Score -2.481363e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197049 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -24813624.000000 Penalty: 6058.360840
	Iteration 28Q: 3 clusters Score -2.481362e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197147 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -24813658.000000 Penalty: 6058.360840
	Iteration 29Q: 3 clusters Score -2.481366e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197241 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -24813644.000000 Penalty: 6058.360840
	Iteration 30Q: 3 clusters Score -2.481364e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197316 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -24813676.000000 Penalty: 6058.360840
	Iteration 31Q: 3 clusters Score -2.481368e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197378 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -24813656.000000 Penalty: 6058.360840
	Iteration 32Q: 3 clusters Score -2.481366e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197438 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -24813658.000000 Penalty: 6058.360840
	Iteration 33Q: 3 clusters Score -2.481366e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197491 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -24813644.000000 Penalty: 6058.360840
	Iteration 34Q: 3 clusters Score -2.481364e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197533 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -24813626.000000 Penalty: 6058.360840
	Iteration 35Q: 3 clusters Score -2.481363e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197570 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -24813616.000000 Penalty: 6058.360840
	Iteration 36Q: 3 clusters Score -2.481362e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197599 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -24813636.000000 Penalty: 6058.360840
	Iteration 37Q: 3 clusters Score -2.481364e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197632 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -24813666.000000 Penalty: 6058.360840
	Iteration 38Q: 3 clusters Score -2.481367e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197654 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -24813646.000000 Penalty: 6058.360840
	Iteration 39Q: 3 clusters Score -2.481365e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197675 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -24813654.000000 Penalty: 6058.360840
	Iteration 40F: 3 clusters Score -2.481365e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197697 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -24813654.000000 Penalty: 6058.360840
	Iteration 41Q: 3 clusters Score -2.481365e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197722 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -24813652.000000 Penalty: 6058.360840
	Iteration 42Q: 3 clusters Score -2.481365e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197745 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -24813668.000000 Penalty: 6058.360840
	Iteration 43Q: 3 clusters Score -2.481367e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197775 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -24813656.000000 Penalty: 6058.360840
	Iteration 44Q: 3 clusters Score -2.481366e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197805 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -24813654.000000 Penalty: 6058.360840
	Iteration 45Q: 3 clusters Score -2.481365e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197830 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -24813634.000000 Penalty: 6058.360840
	Iteration 46Q: 3 clusters Score -2.481363e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197851 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -24813604.000000 Penalty: 6058.360840
	Iteration 47Q: 3 clusters Score -2.48136e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197872 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -24813614.000000 Penalty: 6058.360840
	Iteration 48Q: 3 clusters Score -2.481361e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197884 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -24813622.000000 Penalty: 6058.360840
	Iteration 49Q: 3 clusters Score -2.481362e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197896 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -24813636.000000 Penalty: 6058.360840
	Iteration 50Q: 3 clusters Score -2.481364e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197914 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -24813638.000000 Penalty: 6058.360840
	Iteration 51Q: 3 clusters Score -2.481364e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197928 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -24813618.000000 Penalty: 6058.360840
	Iteration 52Q: 3 clusters Score -2.481362e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197941 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -24813610.000000 Penalty: 6058.360840
	Iteration 53Q: 3 clusters Score -2.481361e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197951 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -24813610.000000 Penalty: 6058.360840
	Iteration 54Q: 3 clusters Score -2.481361e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197960 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -24813624.000000 Penalty: 6058.360840
	Iteration 55Q: 3 clusters Score -2.481362e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197966 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -24813624.000000 Penalty: 6058.360840
	Iteration 56Q: 3 clusters Score -2.481362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197970 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -24813618.000000 Penalty: 6058.360840
	Iteration 57Q: 3 clusters Score -2.481362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197974 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -24813608.000000 Penalty: 6058.360840
	Iteration 58Q: 3 clusters Score -2.481361e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197981 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -24813608.000000 Penalty: 6058.360840
	Iteration 59Q: 3 clusters Score -2.481361e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197987 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -24813620.000000 Penalty: 6058.360840
	Iteration 60F: 3 clusters Score -2.481362e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197998 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -24813630.000000 Penalty: 6058.360840
	Iteration 61Q: 3 clusters Score -2.481363e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198006 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -24813628.000000 Penalty: 6058.360840
	Iteration 62Q: 3 clusters Score -2.481363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198011 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -24813620.000000 Penalty: 6058.360840
	Iteration 63Q: 3 clusters Score -2.481362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198015 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -24813618.000000 Penalty: 6058.360840
	Iteration 64Q: 3 clusters Score -2.481362e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198019 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -24813618.000000 Penalty: 6058.360840
	Iteration 65Q: 3 clusters Score -2.481362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198023 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -24813624.000000 Penalty: 6058.360840
	Iteration 66Q: 3 clusters Score -2.481362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198025 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -24813612.000000 Penalty: 6058.360840
	Iteration 67Q: 3 clusters Score -2.481361e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198026 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -24813620.000000 Penalty: 6058.360840
	Iteration 68Q: 3 clusters Score -2.481362e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198026 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -24813620.000000 Penalty: 6058.360840
	Iteration 69F: 3 clusters Score -2.481362e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (212243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212243 members 
Entering Unmasked Estep 
Score: -25340632.000000 Penalty: 3041.840820
	Iteration 0F: 2 clusters Score -2.534063e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106644 members 
Mstep: Class 2 contains 105599 members 
Entering Unmasked Estep 
Score: -25199224.000000 Penalty: 6083.681641
	Iteration 0F: 3 clusters Score -2.519922e+07 nChanged 102136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114462 members 
Mstep: Class 2 contains 97781 members 
Entering Unmasked Estep 
Score: -25259756.000000 Penalty: 6083.681641
	Iteration 1F: 3 clusters Score -2.525976e+07 nChanged 7604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119826 members 
Mstep: Class 2 contains 92417 members 
Entering Unmasked Estep 
Score: -25261998.000000 Penalty: 6083.681641
	Iteration 2Q: 3 clusters Score -2.5262e+07 nChanged 9675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128045 members 
Mstep: Class 2 contains 84198 members 
Entering Unmasked Estep 
Score: -25265954.000000 Penalty: 6083.681641
	Iteration 3Q: 3 clusters Score -2.526595e+07 nChanged 13019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140226 members 
Mstep: Class 2 contains 72017 members 
Entering Unmasked Estep 
Score: -25273504.000000 Penalty: 6083.681641
	Iteration 4F: 3 clusters Score -2.52735e+07 nChanged 16782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156766 members 
Mstep: Class 2 contains 55477 members 
Entering Unmasked Estep 
Score: -25285906.000000 Penalty: 6083.681641
	Iteration 5F: 3 clusters Score -2.528591e+07 nChanged 19612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176320 members 
Mstep: Class 2 contains 35923 members 
Entering Unmasked Estep 
Score: -25303948.000000 Penalty: 6083.681641
	Iteration 6F: 3 clusters Score -2.530395e+07 nChanged 17256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193570 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -25321386.000000 Penalty: 6083.681641
	Iteration 7F: 3 clusters Score -2.532139e+07 nChanged 10566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204134 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -25331338.000000 Penalty: 6083.681641
	Iteration 8Q: 3 clusters Score -2.533134e+07 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208825 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -25335816.000000 Penalty: 6083.681641
	Iteration 9Q: 3 clusters Score -2.533582e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210469 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -25337252.000000 Penalty: 6083.681641
	Iteration 10Q: 3 clusters Score -2.533725e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210920 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -25337934.000000 Penalty: 6083.681641
	Iteration 11Q: 3 clusters Score -2.533793e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211038 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -25338246.000000 Penalty: 6083.681641
	Iteration 12Q: 3 clusters Score -2.533825e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211079 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -25338448.000000 Penalty: 6083.681641
	Iteration 13Q: 3 clusters Score -2.533845e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211079 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -25338514.000000 Penalty: 6083.681641
	Iteration 14Q: 3 clusters Score -2.533851e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211070 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -25338570.000000 Penalty: 6083.681641
	Iteration 15Q: 3 clusters Score -2.533857e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211065 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -25338606.000000 Penalty: 6083.681641
	Iteration 16Q: 3 clusters Score -2.533861e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211057 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -25338626.000000 Penalty: 6083.681641
	Iteration 17Q: 3 clusters Score -2.533863e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211046 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -25338648.000000 Penalty: 6083.681641
	Iteration 18Q: 3 clusters Score -2.533865e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211041 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -25338666.000000 Penalty: 6083.681641
	Iteration 19Q: 3 clusters Score -2.533867e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211042 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -25338678.000000 Penalty: 6083.681641
	Iteration 20F: 3 clusters Score -2.533868e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211040 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -25338700.000000 Penalty: 6083.681641
	Iteration 21Q: 3 clusters Score -2.53387e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211042 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -25338674.000000 Penalty: 6083.681641
	Iteration 22Q: 3 clusters Score -2.533867e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211043 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -25338674.000000 Penalty: 6083.681641
	Iteration 23Q: 3 clusters Score -2.533867e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211039 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -25338690.000000 Penalty: 6083.681641
	Iteration 24Q: 3 clusters Score -2.533869e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211036 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -25338696.000000 Penalty: 6083.681641
	Iteration 25Q: 3 clusters Score -2.53387e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211035 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -25338702.000000 Penalty: 6083.681641
	Iteration 26Q: 3 clusters Score -2.53387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211034 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -25338704.000000 Penalty: 6083.681641
	Iteration 27Q: 3 clusters Score -2.53387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211032 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -25338720.000000 Penalty: 6083.681641
	Iteration 28Q: 3 clusters Score -2.533872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211030 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -25338710.000000 Penalty: 6083.681641
	Iteration 29Q: 3 clusters Score -2.533871e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211024 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -25338726.000000 Penalty: 6083.681641
	Iteration 30Q: 3 clusters Score -2.533873e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211020 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -25338728.000000 Penalty: 6083.681641
	Iteration 31Q: 3 clusters Score -2.533873e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211019 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -25338726.000000 Penalty: 6083.681641
	Iteration 32Q: 3 clusters Score -2.533873e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211018 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -25338720.000000 Penalty: 6083.681641
	Iteration 33Q: 3 clusters Score -2.533872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211018 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -25338710.000000 Penalty: 6083.681641
	Iteration 34Q: 3 clusters Score -2.533871e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211022 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -25338718.000000 Penalty: 6083.681641
	Iteration 35Q: 3 clusters Score -2.533872e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211027 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -25338732.000000 Penalty: 6083.681641
	Iteration 36Q: 3 clusters Score -2.533873e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211028 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -25338726.000000 Penalty: 6083.681641
	Iteration 37Q: 3 clusters Score -2.533873e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211027 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -25338722.000000 Penalty: 6083.681641
	Iteration 38Q: 3 clusters Score -2.533872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211026 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -25338712.000000 Penalty: 6083.681641
	Iteration 39Q: 3 clusters Score -2.533871e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211024 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -25338728.000000 Penalty: 6083.681641
	Iteration 40F: 3 clusters Score -2.533873e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211023 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -25338732.000000 Penalty: 6083.681641
	Iteration 41Q: 3 clusters Score -2.533873e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211024 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -25338730.000000 Penalty: 6083.681641
	Iteration 42Q: 3 clusters Score -2.533873e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211025 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -25338716.000000 Penalty: 6083.681641
	Iteration 43Q: 3 clusters Score -2.533872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211026 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -25338718.000000 Penalty: 6083.681641
	Iteration 44Q: 3 clusters Score -2.533872e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211026 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -25338718.000000 Penalty: 6083.681641
	Iteration 45F: 3 clusters Score -2.533872e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Entering Unmasked Estep 
Score: -1505892.625000 Penalty: 2339.920410
	Iteration 0F: 2 clusters Score -1505893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1496661.000000 Penalty: 4679.840820
	Iteration 0F: 3 clusters Score -1496661 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1499598.500000 Penalty: 4679.840820
	Iteration 1F: 3 clusters Score -1499598 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1500003.125000 Penalty: 4679.840820
	Iteration 2F: 3 clusters Score -1500003 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1500375.625000 Penalty: 4679.840820
	Iteration 3F: 3 clusters Score -1500376 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1500712.000000 Penalty: 4679.840820
	Iteration 4F: 3 clusters Score -1500712 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1501048.375000 Penalty: 4679.840820
	Iteration 5Q: 3 clusters Score -1501048 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1501394.375000 Penalty: 4679.840820
	Iteration 6Q: 3 clusters Score -1501394 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1501741.125000 Penalty: 4679.840820
	Iteration 7Q: 3 clusters Score -1501741 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1502075.000000 Penalty: 4679.840820
	Iteration 8Q: 3 clusters Score -1502075 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1502378.500000 Penalty: 4679.840820
	Iteration 9Q: 3 clusters Score -1502378 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1502641.875000 Penalty: 4679.840820
	Iteration 10Q: 3 clusters Score -1502642 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1502858.750000 Penalty: 4679.840820
	Iteration 11Q: 3 clusters Score -1502859 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1503033.000000 Penalty: 4679.840820
	Iteration 12Q: 3 clusters Score -1503033 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1503174.750000 Penalty: 4679.840820
	Iteration 13Q: 3 clusters Score -1503175 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1503275.375000 Penalty: 4679.840820
	Iteration 14Q: 3 clusters Score -1503275 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1503350.375000 Penalty: 4679.840820
	Iteration 15Q: 3 clusters Score -1503350 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1503385.125000 Penalty: 4679.840820
	Iteration 16Q: 3 clusters Score -1503385 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1503420.125000 Penalty: 4679.840820
	Iteration 17Q: 3 clusters Score -1503420 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1503434.500000 Penalty: 4679.840820
	Iteration 18Q: 3 clusters Score -1503434 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1503443.500000 Penalty: 4679.840820
	Iteration 19Q: 3 clusters Score -1503444 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1503460.250000 Penalty: 4679.840820
	Iteration 20F: 3 clusters Score -1503460 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1503471.625000 Penalty: 4679.840820
	Iteration 21Q: 3 clusters Score -1503472 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1503481.250000 Penalty: 4679.840820
	Iteration 22Q: 3 clusters Score -1503481 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1503485.500000 Penalty: 4679.840820
	Iteration 23Q: 3 clusters Score -1503486 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1503488.875000 Penalty: 4679.840820
	Iteration 24Q: 3 clusters Score -1503489 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1503495.000000 Penalty: 4679.840820
	Iteration 25Q: 3 clusters Score -1503495 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1503493.875000 Penalty: 4679.840820
	Iteration 26Q: 3 clusters Score -1503494 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1503498.750000 Penalty: 4679.840820
	Iteration 27Q: 3 clusters Score -1503499 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1503500.875000 Penalty: 4679.840820
	Iteration 28Q: 3 clusters Score -1503501 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1503504.500000 Penalty: 4679.840820
	Iteration 29Q: 3 clusters Score -1503504 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1503509.625000 Penalty: 4679.840820
	Iteration 30Q: 3 clusters Score -1503510 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1503511.625000 Penalty: 4679.840820
	Iteration 31Q: 3 clusters Score -1503512 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1503517.625000 Penalty: 4679.840820
	Iteration 32Q: 3 clusters Score -1503518 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1503519.125000 Penalty: 4679.840820
	Iteration 33Q: 3 clusters Score -1503519 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1503531.375000 Penalty: 4679.840820
	Iteration 34Q: 3 clusters Score -1503531 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1503539.375000 Penalty: 4679.840820
	Iteration 35Q: 3 clusters Score -1503539 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1503544.875000 Penalty: 4679.840820
	Iteration 36Q: 3 clusters Score -1503545 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1503549.875000 Penalty: 4679.840820
	Iteration 37Q: 3 clusters Score -1503550 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1503549.875000 Penalty: 4679.840820
	Iteration 38Q: 3 clusters Score -1503550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1503551.000000 Penalty: 4679.840820
	Iteration 39Q: 3 clusters Score -1503551 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1503554.375000 Penalty: 4679.840820
	Iteration 40F: 3 clusters Score -1503554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1503560.125000 Penalty: 4679.840820
	Iteration 41Q: 3 clusters Score -1503560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1503562.625000 Penalty: 4679.840820
	Iteration 42Q: 3 clusters Score -1503563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1503563.125000 Penalty: 4679.840820
	Iteration 43Q: 3 clusters Score -1503563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1503564.625000 Penalty: 4679.840820
	Iteration 44Q: 3 clusters Score -1503565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1503569.875000 Penalty: 4679.840820
	Iteration 45Q: 3 clusters Score -1503570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1503571.125000 Penalty: 4679.840820
	Iteration 46Q: 3 clusters Score -1503571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1503571.500000 Penalty: 4679.840820
	Iteration 47Q: 3 clusters Score -1503572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1503570.375000 Penalty: 4679.840820
	Iteration 48Q: 3 clusters Score -1503570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1503570.875000 Penalty: 4679.840820
	Iteration 49Q: 3 clusters Score -1503571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1503568.625000 Penalty: 4679.840820
	Iteration 50Q: 3 clusters Score -1503569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1503575.250000 Penalty: 4679.840820
	Iteration 51Q: 3 clusters Score -1503575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1503577.000000 Penalty: 4679.840820
	Iteration 52Q: 3 clusters Score -1503577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1503575.375000 Penalty: 4679.840820
	Iteration 53Q: 3 clusters Score -1503575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1503576.625000 Penalty: 4679.840820
	Iteration 54Q: 3 clusters Score -1503577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1503577.375000 Penalty: 4679.840820
	Iteration 55Q: 3 clusters Score -1503577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1503579.250000 Penalty: 4679.840820
	Iteration 56Q: 3 clusters Score -1503579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1503578.625000 Penalty: 4679.840820
	Iteration 57Q: 3 clusters Score -1503579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1503579.000000 Penalty: 4679.840820
	Iteration 58Q: 3 clusters Score -1503579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1503583.250000 Penalty: 4679.840820
	Iteration 59Q: 3 clusters Score -1503583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1503581.125000 Penalty: 4679.840820
	Iteration 60F: 3 clusters Score -1503581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1503580.250000 Penalty: 4679.840820
	Iteration 61Q: 3 clusters Score -1503580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1503582.500000 Penalty: 4679.840820
	Iteration 62Q: 3 clusters Score -1503582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1503582.500000 Penalty: 4679.840820
	Iteration 63F: 3 clusters Score -1503582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (325305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325305 members 
Entering Unmasked Estep 
Score: -39562712.000000 Penalty: 3147.744629
	Iteration 0F: 2 clusters Score -3.956271e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162198 members 
Mstep: Class 2 contains 163107 members 
Entering Unmasked Estep 
Score: -39377792.000000 Penalty: 6295.489258
	Iteration 0F: 3 clusters Score -3.937779e+07 nChanged 158089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148887 members 
Mstep: Class 2 contains 176418 members 
Entering Unmasked Estep 
Score: -39473984.000000 Penalty: 6295.489258
	Iteration 1F: 3 clusters Score -3.947398e+07 nChanged 13359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139916 members 
Mstep: Class 2 contains 185389 members 
Entering Unmasked Estep 
Score: -39477576.000000 Penalty: 6295.489258
	Iteration 2Q: 3 clusters Score -3.947758e+07 nChanged 17674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126958 members 
Mstep: Class 2 contains 198347 members 
Entering Unmasked Estep 
Score: -39483732.000000 Penalty: 6295.489258
	Iteration 3F: 3 clusters Score -3.948373e+07 nChanged 21466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110522 members 
Mstep: Class 2 contains 214783 members 
Entering Unmasked Estep 
Score: -39491660.000000 Penalty: 6295.489258
	Iteration 4F: 3 clusters Score -3.949166e+07 nChanged 22985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92759 members 
Mstep: Class 2 contains 232546 members 
Entering Unmasked Estep 
Score: -39501100.000000 Penalty: 6295.489258
	Iteration 5F: 3 clusters Score -3.95011e+07 nChanged 21452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76103 members 
Mstep: Class 2 contains 249202 members 
Entering Unmasked Estep 
Score: -39511868.000000 Penalty: 6295.489258
	Iteration 6F: 3 clusters Score -3.951187e+07 nChanged 17845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62244 members 
Mstep: Class 2 contains 263061 members 
Entering Unmasked Estep 
Score: -39521960.000000 Penalty: 6295.489258
	Iteration 7F: 3 clusters Score -3.952196e+07 nChanged 13572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52490 members 
Mstep: Class 2 contains 272815 members 
Entering Unmasked Estep 
Score: -39530980.000000 Penalty: 6295.489258
	Iteration 8Q: 3 clusters Score -3.953098e+07 nChanged 10281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46621 members 
Mstep: Class 2 contains 278684 members 
Entering Unmasked Estep 
Score: -39537444.000000 Penalty: 6295.489258
	Iteration 9Q: 3 clusters Score -3.953744e+07 nChanged 7958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43681 members 
Mstep: Class 2 contains 281624 members 
Entering Unmasked Estep 
Score: -39541728.000000 Penalty: 6295.489258
	Iteration 10Q: 3 clusters Score -3.954173e+07 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41976 members 
Mstep: Class 2 contains 283329 members 
Entering Unmasked Estep 
Score: -39543748.000000 Penalty: 6295.489258
	Iteration 11Q: 3 clusters Score -3.954375e+07 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40513 members 
Mstep: Class 2 contains 284792 members 
Entering Unmasked Estep 
Score: -39545064.000000 Penalty: 6295.489258
	Iteration 12Q: 3 clusters Score -3.954506e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39050 members 
Mstep: Class 2 contains 286255 members 
Entering Unmasked Estep 
Score: -39546176.000000 Penalty: 6295.489258
	Iteration 13Q: 3 clusters Score -3.954618e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37544 members 
Mstep: Class 2 contains 287761 members 
Entering Unmasked Estep 
Score: -39546828.000000 Penalty: 6295.489258
	Iteration 14Q: 3 clusters Score -3.954683e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35943 members 
Mstep: Class 2 contains 289362 members 
Entering Unmasked Estep 
Score: -39547572.000000 Penalty: 6295.489258
	Iteration 15Q: 3 clusters Score -3.954757e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 291006 members 
Entering Unmasked Estep 
Score: -39548592.000000 Penalty: 6295.489258
	Iteration 16Q: 3 clusters Score -3.954859e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 292593 members 
Entering Unmasked Estep 
Score: -39549520.000000 Penalty: 6295.489258
	Iteration 17Q: 3 clusters Score -3.954952e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 294197 members 
Entering Unmasked Estep 
Score: -39550688.000000 Penalty: 6295.489258
	Iteration 18Q: 3 clusters Score -3.955069e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29519 members 
Mstep: Class 2 contains 295786 members 
Entering Unmasked Estep 
Score: -39551804.000000 Penalty: 6295.489258
	Iteration 19Q: 3 clusters Score -3.95518e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 297337 members 
Entering Unmasked Estep 
Score: -39552896.000000 Penalty: 6295.489258
	Iteration 20F: 3 clusters Score -3.95529e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26499 members 
Mstep: Class 2 contains 298806 members 
Entering Unmasked Estep 
Score: -39553896.000000 Penalty: 6295.489258
	Iteration 21Q: 3 clusters Score -3.95539e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 300261 members 
Entering Unmasked Estep 
Score: -39555100.000000 Penalty: 6295.489258
	Iteration 22Q: 3 clusters Score -3.95551e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 301658 members 
Entering Unmasked Estep 
Score: -39556112.000000 Penalty: 6295.489258
	Iteration 23Q: 3 clusters Score -3.955611e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 302941 members 
Entering Unmasked Estep 
Score: -39557024.000000 Penalty: 6295.489258
	Iteration 24Q: 3 clusters Score -3.955702e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 304139 members 
Entering Unmasked Estep 
Score: -39557792.000000 Penalty: 6295.489258
	Iteration 25Q: 3 clusters Score -3.955779e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 305263 members 
Entering Unmasked Estep 
Score: -39558484.000000 Penalty: 6295.489258
	Iteration 26Q: 3 clusters Score -3.955848e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 306283 members 
Entering Unmasked Estep 
Score: -39559120.000000 Penalty: 6295.489258
	Iteration 27Q: 3 clusters Score -3.955912e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 307214 members 
Entering Unmasked Estep 
Score: -39559680.000000 Penalty: 6295.489258
	Iteration 28Q: 3 clusters Score -3.955968e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 308064 members 
Entering Unmasked Estep 
Score: -39560072.000000 Penalty: 6295.489258
	Iteration 29Q: 3 clusters Score -3.956007e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 308862 members 
Entering Unmasked Estep 
Score: -39560440.000000 Penalty: 6295.489258
	Iteration 30Q: 3 clusters Score -3.956044e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 309634 members 
Entering Unmasked Estep 
Score: -39560704.000000 Penalty: 6295.489258
	Iteration 31Q: 3 clusters Score -3.95607e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 310334 members 
Entering Unmasked Estep 
Score: -39560956.000000 Penalty: 6295.489258
	Iteration 32Q: 3 clusters Score -3.956096e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 310980 members 
Entering Unmasked Estep 
Score: -39561160.000000 Penalty: 6295.489258
	Iteration 33Q: 3 clusters Score -3.956116e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 311542 members 
Entering Unmasked Estep 
Score: -39561412.000000 Penalty: 6295.489258
	Iteration 34Q: 3 clusters Score -3.956141e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 312082 members 
Entering Unmasked Estep 
Score: -39561540.000000 Penalty: 6295.489258
	Iteration 35Q: 3 clusters Score -3.956154e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 312591 members 
Entering Unmasked Estep 
Score: -39561604.000000 Penalty: 6295.489258
	Iteration 36Q: 3 clusters Score -3.95616e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 313073 members 
Entering Unmasked Estep 
Score: -39561728.000000 Penalty: 6295.489258
	Iteration 37Q: 3 clusters Score -3.956173e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 313467 members 
Entering Unmasked Estep 
Score: -39561820.000000 Penalty: 6295.489258
	Iteration 38Q: 3 clusters Score -3.956182e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 313809 members 
Entering Unmasked Estep 
Score: -39561816.000000 Penalty: 6295.489258
	Iteration 39Q: 3 clusters Score -3.956182e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 314105 members 
Entering Unmasked Estep 
Score: -39561844.000000 Penalty: 6295.489258
	Iteration 40F: 3 clusters Score -3.956184e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 314397 members 
Entering Unmasked Estep 
Score: -39561972.000000 Penalty: 6295.489258
	Iteration 41Q: 3 clusters Score -3.956197e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 314658 members 
Entering Unmasked Estep 
Score: -39562024.000000 Penalty: 6295.489258
	Iteration 42Q: 3 clusters Score -3.956202e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 314881 members 
Entering Unmasked Estep 
Score: -39562156.000000 Penalty: 6295.489258
	Iteration 43Q: 3 clusters Score -3.956216e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 315115 members 
Entering Unmasked Estep 
Score: -39562148.000000 Penalty: 6295.489258
	Iteration 44Q: 3 clusters Score -3.956215e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 315335 members 
Entering Unmasked Estep 
Score: -39562168.000000 Penalty: 6295.489258
	Iteration 45Q: 3 clusters Score -3.956217e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 315523 members 
Entering Unmasked Estep 
Score: -39562084.000000 Penalty: 6295.489258
	Iteration 46Q: 3 clusters Score -3.956208e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 315686 members 
Entering Unmasked Estep 
Score: -39562100.000000 Penalty: 6295.489258
	Iteration 47Q: 3 clusters Score -3.95621e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 315829 members 
Entering Unmasked Estep 
Score: -39562188.000000 Penalty: 6295.489258
	Iteration 48Q: 3 clusters Score -3.956219e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 315933 members 
Entering Unmasked Estep 
Score: -39562172.000000 Penalty: 6295.489258
	Iteration 49Q: 3 clusters Score -3.956217e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 316035 members 
Entering Unmasked Estep 
Score: -39562132.000000 Penalty: 6295.489258
	Iteration 50Q: 3 clusters Score -3.956213e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 316130 members 
Entering Unmasked Estep 
Score: -39562148.000000 Penalty: 6295.489258
	Iteration 51Q: 3 clusters Score -3.956215e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 316218 members 
Entering Unmasked Estep 
Score: -39562148.000000 Penalty: 6295.489258
	Iteration 52Q: 3 clusters Score -3.956215e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 316305 members 
Entering Unmasked Estep 
Score: -39562132.000000 Penalty: 6295.489258
	Iteration 53Q: 3 clusters Score -3.956213e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 316382 members 
Entering Unmasked Estep 
Score: -39562108.000000 Penalty: 6295.489258
	Iteration 54Q: 3 clusters Score -3.956211e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 316464 members 
Entering Unmasked Estep 
Score: -39562104.000000 Penalty: 6295.489258
	Iteration 55Q: 3 clusters Score -3.95621e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 316533 members 
Entering Unmasked Estep 
Score: -39562096.000000 Penalty: 6295.489258
	Iteration 56Q: 3 clusters Score -3.95621e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 316591 members 
Entering Unmasked Estep 
Score: -39562088.000000 Penalty: 6295.489258
	Iteration 57Q: 3 clusters Score -3.956209e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 316644 members 
Entering Unmasked Estep 
Score: -39562072.000000 Penalty: 6295.489258
	Iteration 58Q: 3 clusters Score -3.956207e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 316692 members 
Entering Unmasked Estep 
Score: -39562100.000000 Penalty: 6295.489258
	Iteration 59Q: 3 clusters Score -3.95621e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 316729 members 
Entering Unmasked Estep 
Score: -39562108.000000 Penalty: 6295.489258
	Iteration 60F: 3 clusters Score -3.956211e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 316769 members 
Entering Unmasked Estep 
Score: -39562096.000000 Penalty: 6295.489258
	Iteration 61Q: 3 clusters Score -3.95621e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 316800 members 
Entering Unmasked Estep 
Score: -39562104.000000 Penalty: 6295.489258
	Iteration 62Q: 3 clusters Score -3.95621e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 316830 members 
Entering Unmasked Estep 
Score: -39562096.000000 Penalty: 6295.489258
	Iteration 63Q: 3 clusters Score -3.95621e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 316860 members 
Entering Unmasked Estep 
Score: -39562084.000000 Penalty: 6295.489258
	Iteration 64Q: 3 clusters Score -3.956208e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 316888 members 
Entering Unmasked Estep 
Score: -39562120.000000 Penalty: 6295.489258
	Iteration 65Q: 3 clusters Score -3.956212e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 316917 members 
Entering Unmasked Estep 
Score: -39562108.000000 Penalty: 6295.489258
	Iteration 66Q: 3 clusters Score -3.956211e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 316950 members 
Entering Unmasked Estep 
Score: -39562120.000000 Penalty: 6295.489258
	Iteration 67Q: 3 clusters Score -3.956212e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 316981 members 
Entering Unmasked Estep 
Score: -39562088.000000 Penalty: 6295.489258
	Iteration 68Q: 3 clusters Score -3.956209e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 317010 members 
Entering Unmasked Estep 
Score: -39562104.000000 Penalty: 6295.489258
	Iteration 69Q: 3 clusters Score -3.95621e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 317046 members 
Entering Unmasked Estep 
Score: -39562096.000000 Penalty: 6295.489258
	Iteration 70Q: 3 clusters Score -3.95621e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 317073 members 
Entering Unmasked Estep 
Score: -39562080.000000 Penalty: 6295.489258
	Iteration 71Q: 3 clusters Score -3.956208e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 317100 members 
Entering Unmasked Estep 
Score: -39562072.000000 Penalty: 6295.489258
	Iteration 72Q: 3 clusters Score -3.956207e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 317130 members 
Entering Unmasked Estep 
Score: -39562088.000000 Penalty: 6295.489258
	Iteration 73Q: 3 clusters Score -3.956209e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 317160 members 
Entering Unmasked Estep 
Score: -39562100.000000 Penalty: 6295.489258
	Iteration 74Q: 3 clusters Score -3.95621e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 317182 members 
Entering Unmasked Estep 
Score: -39562124.000000 Penalty: 6295.489258
	Iteration 75Q: 3 clusters Score -3.956212e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 317207 members 
Entering Unmasked Estep 
Score: -39562176.000000 Penalty: 6295.489258
	Iteration 76Q: 3 clusters Score -3.956218e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 317222 members 
Entering Unmasked Estep 
Score: -39562176.000000 Penalty: 6295.489258
	Iteration 77Q: 3 clusters Score -3.956218e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 317239 members 
Entering Unmasked Estep 
Score: -39562176.000000 Penalty: 6295.489258
	Iteration 78Q: 3 clusters Score -3.956218e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 317250 members 
Entering Unmasked Estep 
Score: -39562204.000000 Penalty: 6295.489258
	Iteration 79Q: 3 clusters Score -3.95622e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 317257 members 
Entering Unmasked Estep 
Score: -39562200.000000 Penalty: 6295.489258
	Iteration 80F: 3 clusters Score -3.95622e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 317263 members 
Entering Unmasked Estep 
Score: -39562192.000000 Penalty: 6295.489258
	Iteration 81Q: 3 clusters Score -3.956219e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 317266 members 
Entering Unmasked Estep 
Score: -39562212.000000 Penalty: 6295.489258
	Iteration 82Q: 3 clusters Score -3.956221e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 317267 members 
Entering Unmasked Estep 
Score: -39562196.000000 Penalty: 6295.489258
	Iteration 83Q: 3 clusters Score -3.95622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 317268 members 
Entering Unmasked Estep 
Score: -39562200.000000 Penalty: 6295.489258
	Iteration 84Q: 3 clusters Score -3.95622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 317269 members 
Entering Unmasked Estep 
Score: -39562204.000000 Penalty: 6295.489258
	Iteration 85Q: 3 clusters Score -3.95622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 317271 members 
Entering Unmasked Estep 
Score: -39562220.000000 Penalty: 6295.489258
	Iteration 86Q: 3 clusters Score -3.956222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 317272 members 
Entering Unmasked Estep 
Score: -39562216.000000 Penalty: 6295.489258
	Iteration 87Q: 3 clusters Score -3.956222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 317272 members 
Entering Unmasked Estep 
Score: -39562220.000000 Penalty: 6295.489258
	Iteration 88Q: 3 clusters Score -3.956222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 317273 members 
Entering Unmasked Estep 
Score: -39562216.000000 Penalty: 6295.489258
	Iteration 89Q: 3 clusters Score -3.956222e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 317273 members 
Entering Unmasked Estep 
Score: -39562216.000000 Penalty: 6295.489258
	Iteration 90F: 3 clusters Score -3.956222e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -27795.425781 Penalty: 1423.468628
	Iteration 0F: 2 clusters Score -27795.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -26576.744141 Penalty: 2846.937256
	Iteration 0F: 3 clusters Score -26576.74 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -26804.787109 Penalty: 2846.937256
	Iteration 1F: 3 clusters Score -26804.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -26851.076172 Penalty: 2846.937256
	Iteration 2Q: 3 clusters Score -26851.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -26869.158203 Penalty: 2846.937256
	Iteration 3Q: 3 clusters Score -26869.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -26888.048828 Penalty: 2846.937256
	Iteration 4Q: 3 clusters Score -26888.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26922.994141 Penalty: 2846.937256
	Iteration 5Q: 3 clusters Score -26922.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -26937.037109 Penalty: 2846.937256
	Iteration 6Q: 3 clusters Score -26937.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -26946.562500 Penalty: 2846.937256
	Iteration 7Q: 3 clusters Score -26946.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -26948.689453 Penalty: 2846.937256
	Iteration 8Q: 3 clusters Score -26948.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -26952.812500 Penalty: 2846.937256
	Iteration 9Q: 3 clusters Score -26952.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26957.054688 Penalty: 2846.937256
	Iteration 10Q: 3 clusters Score -26957.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26957.054688 Penalty: 2846.937256
	Iteration 11F: 3 clusters Score -26957.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (41628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41628 members 
Entering Unmasked Estep 
Score: -5054420.000000 Penalty: 2637.858887
	Iteration 0F: 2 clusters Score -5054420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -5026216.500000 Penalty: 5275.717773
	Iteration 0F: 3 clusters Score -5026216 nChanged 19131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -5037221.500000 Penalty: 5275.717773
	Iteration 1F: 3 clusters Score -5037222 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -5037967.500000 Penalty: 5275.717773
	Iteration 2Q: 3 clusters Score -5037968 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -5038810.000000 Penalty: 5275.717773
	Iteration 3Q: 3 clusters Score -5038810 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -5039707.000000 Penalty: 5275.717773
	Iteration 4Q: 3 clusters Score -5039707 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -5040715.500000 Penalty: 5275.717773
	Iteration 5F: 3 clusters Score -5040716 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -5041944.000000 Penalty: 5275.717773
	Iteration 6F: 3 clusters Score -5041944 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -5043447.000000 Penalty: 5275.717773
	Iteration 7F: 3 clusters Score -5043447 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -5045248.500000 Penalty: 5275.717773
	Iteration 8F: 3 clusters Score -5045248 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34154 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -5047192.000000 Penalty: 5275.717773
	Iteration 9F: 3 clusters Score -5047192 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -5048885.000000 Penalty: 5275.717773
	Iteration 10F: 3 clusters Score -5048885 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37905 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -5050202.000000 Penalty: 5275.717773
	Iteration 11Q: 3 clusters Score -5050202 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39059 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -5051116.500000 Penalty: 5275.717773
	Iteration 12Q: 3 clusters Score -5051116 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39739 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -5051602.500000 Penalty: 5275.717773
	Iteration 13Q: 3 clusters Score -5051602 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40148 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -5051858.000000 Penalty: 5275.717773
	Iteration 14Q: 3 clusters Score -5051858 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40423 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -5052055.000000 Penalty: 5275.717773
	Iteration 15Q: 3 clusters Score -5052055 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40593 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -5052153.500000 Penalty: 5275.717773
	Iteration 16Q: 3 clusters Score -5052154 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40683 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -5052208.500000 Penalty: 5275.717773
	Iteration 17Q: 3 clusters Score -5052208 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40756 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5052218.500000 Penalty: 5275.717773
	Iteration 18Q: 3 clusters Score -5052218 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40815 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -5052254.000000 Penalty: 5275.717773
	Iteration 19Q: 3 clusters Score -5052254 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40859 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -5052280.000000 Penalty: 5275.717773
	Iteration 20F: 3 clusters Score -5052280 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40884 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5052299.000000 Penalty: 5275.717773
	Iteration 21Q: 3 clusters Score -5052299 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40908 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -5052317.000000 Penalty: 5275.717773
	Iteration 22Q: 3 clusters Score -5052317 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40931 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -5052327.500000 Penalty: 5275.717773
	Iteration 23Q: 3 clusters Score -5052328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40944 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -5052336.000000 Penalty: 5275.717773
	Iteration 24Q: 3 clusters Score -5052336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40953 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -5052343.000000 Penalty: 5275.717773
	Iteration 25Q: 3 clusters Score -5052343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40955 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -5052348.500000 Penalty: 5275.717773
	Iteration 26Q: 3 clusters Score -5052348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40956 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -5052356.000000 Penalty: 5275.717773
	Iteration 27Q: 3 clusters Score -5052356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40959 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -5052360.500000 Penalty: 5275.717773
	Iteration 28Q: 3 clusters Score -5052360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40960 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -5052364.000000 Penalty: 5275.717773
	Iteration 29Q: 3 clusters Score -5052364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40960 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -5052364.000000 Penalty: 5275.717773
	Iteration 30F: 3 clusters Score -5052364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41931 members 
Entering Unmasked Estep 
Score: -4780650.000000 Penalty: 2639.657715
	Iteration 0F: 2 clusters Score -4780650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -4752305.500000 Penalty: 5279.315430
	Iteration 0F: 3 clusters Score -4752306 nChanged 19210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -4762813.500000 Penalty: 5279.315430
	Iteration 1F: 3 clusters Score -4762814 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -4763460.500000 Penalty: 5279.315430
	Iteration 2Q: 3 clusters Score -4763460 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -4764203.500000 Penalty: 5279.315430
	Iteration 3Q: 3 clusters Score -4764204 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -4765056.000000 Penalty: 5279.315430
	Iteration 4Q: 3 clusters Score -4765056 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -4766049.500000 Penalty: 5279.315430
	Iteration 5Q: 3 clusters Score -4766050 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -4767292.500000 Penalty: 5279.315430
	Iteration 6F: 3 clusters Score -4767292 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -4768729.500000 Penalty: 5279.315430
	Iteration 7F: 3 clusters Score -4768730 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -4770228.000000 Penalty: 5279.315430
	Iteration 8F: 3 clusters Score -4770228 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 30284 members 
Entering Unmasked Estep 
Score: -4771743.500000 Penalty: 5279.315430
	Iteration 9F: 3 clusters Score -4771744 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 31771 members 
Entering Unmasked Estep 
Score: -4773104.000000 Penalty: 5279.315430
	Iteration 10Q: 3 clusters Score -4773104 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 33003 members 
Entering Unmasked Estep 
Score: -4774279.500000 Penalty: 5279.315430
	Iteration 11Q: 3 clusters Score -4774280 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 33883 members 
Entering Unmasked Estep 
Score: -4775164.000000 Penalty: 5279.315430
	Iteration 12Q: 3 clusters Score -4775164 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 34518 members 
Entering Unmasked Estep 
Score: -4775853.000000 Penalty: 5279.315430
	Iteration 13Q: 3 clusters Score -4775853 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 35024 members 
Entering Unmasked Estep 
Score: -4776329.500000 Penalty: 5279.315430
	Iteration 14Q: 3 clusters Score -4776330 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 35416 members 
Entering Unmasked Estep 
Score: -4776664.000000 Penalty: 5279.315430
	Iteration 15Q: 3 clusters Score -4776664 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -4776883.000000 Penalty: 5279.315430
	Iteration 16Q: 3 clusters Score -4776883 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 36104 members 
Entering Unmasked Estep 
Score: -4777096.000000 Penalty: 5279.315430
	Iteration 17Q: 3 clusters Score -4777096 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 36446 members 
Entering Unmasked Estep 
Score: -4777293.000000 Penalty: 5279.315430
	Iteration 18Q: 3 clusters Score -4777293 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 36726 members 
Entering Unmasked Estep 
Score: -4777423.000000 Penalty: 5279.315430
	Iteration 19Q: 3 clusters Score -4777423 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 36965 members 
Entering Unmasked Estep 
Score: -4777542.500000 Penalty: 5279.315430
	Iteration 20F: 3 clusters Score -4777542 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 37216 members 
Entering Unmasked Estep 
Score: -4777645.500000 Penalty: 5279.315430
	Iteration 21Q: 3 clusters Score -4777646 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 37438 members 
Entering Unmasked Estep 
Score: -4777727.500000 Penalty: 5279.315430
	Iteration 22Q: 3 clusters Score -4777728 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 37649 members 
Entering Unmasked Estep 
Score: -4777804.500000 Penalty: 5279.315430
	Iteration 23Q: 3 clusters Score -4777804 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 37839 members 
Entering Unmasked Estep 
Score: -4777881.000000 Penalty: 5279.315430
	Iteration 24Q: 3 clusters Score -4777881 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 38010 members 
Entering Unmasked Estep 
Score: -4777970.000000 Penalty: 5279.315430
	Iteration 25Q: 3 clusters Score -4777970 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -4778052.000000 Penalty: 5279.315430
	Iteration 26Q: 3 clusters Score -4778052 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 38382 members 
Entering Unmasked Estep 
Score: -4778123.000000 Penalty: 5279.315430
	Iteration 27Q: 3 clusters Score -4778123 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 38538 members 
Entering Unmasked Estep 
Score: -4778186.000000 Penalty: 5279.315430
	Iteration 28Q: 3 clusters Score -4778186 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 38697 members 
Entering Unmasked Estep 
Score: -4778265.000000 Penalty: 5279.315430
	Iteration 29Q: 3 clusters Score -4778265 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 38834 members 
Entering Unmasked Estep 
Score: -4778345.500000 Penalty: 5279.315430
	Iteration 30Q: 3 clusters Score -4778346 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 38968 members 
Entering Unmasked Estep 
Score: -4778418.500000 Penalty: 5279.315430
	Iteration 31Q: 3 clusters Score -4778418 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 39113 members 
Entering Unmasked Estep 
Score: -4778517.500000 Penalty: 5279.315430
	Iteration 32Q: 3 clusters Score -4778518 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 39239 members 
Entering Unmasked Estep 
Score: -4778613.000000 Penalty: 5279.315430
	Iteration 33Q: 3 clusters Score -4778613 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 39347 members 
Entering Unmasked Estep 
Score: -4778707.000000 Penalty: 5279.315430
	Iteration 34Q: 3 clusters Score -4778707 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 39467 members 
Entering Unmasked Estep 
Score: -4778772.500000 Penalty: 5279.315430
	Iteration 35Q: 3 clusters Score -4778772 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 39562 members 
Entering Unmasked Estep 
Score: -4778828.000000 Penalty: 5279.315430
	Iteration 36Q: 3 clusters Score -4778828 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 39632 members 
Entering Unmasked Estep 
Score: -4778900.000000 Penalty: 5279.315430
	Iteration 37Q: 3 clusters Score -4778900 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 39701 members 
Entering Unmasked Estep 
Score: -4778938.000000 Penalty: 5279.315430
	Iteration 38Q: 3 clusters Score -4778938 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 39777 members 
Entering Unmasked Estep 
Score: -4778977.500000 Penalty: 5279.315430
	Iteration 39Q: 3 clusters Score -4778978 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 39825 members 
Entering Unmasked Estep 
Score: -4778998.500000 Penalty: 5279.315430
	Iteration 40F: 3 clusters Score -4778998 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 39858 members 
Entering Unmasked Estep 
Score: -4779030.500000 Penalty: 5279.315430
	Iteration 41Q: 3 clusters Score -4779030 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 39894 members 
Entering Unmasked Estep 
Score: -4779037.000000 Penalty: 5279.315430
	Iteration 42Q: 3 clusters Score -4779037 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 39925 members 
Entering Unmasked Estep 
Score: -4779065.500000 Penalty: 5279.315430
	Iteration 43Q: 3 clusters Score -4779066 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 39958 members 
Entering Unmasked Estep 
Score: -4779081.500000 Penalty: 5279.315430
	Iteration 44Q: 3 clusters Score -4779082 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 39981 members 
Entering Unmasked Estep 
Score: -4779094.000000 Penalty: 5279.315430
	Iteration 45Q: 3 clusters Score -4779094 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
Score: -4779109.500000 Penalty: 5279.315430
	Iteration 46Q: 3 clusters Score -4779110 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 40026 members 
Entering Unmasked Estep 
Score: -4779124.500000 Penalty: 5279.315430
	Iteration 47Q: 3 clusters Score -4779124 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 40046 members 
Entering Unmasked Estep 
Score: -4779141.000000 Penalty: 5279.315430
	Iteration 48Q: 3 clusters Score -4779141 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -4779152.500000 Penalty: 5279.315430
	Iteration 49Q: 3 clusters Score -4779152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 40073 members 
Entering Unmasked Estep 
Score: -4779153.000000 Penalty: 5279.315430
	Iteration 50Q: 3 clusters Score -4779153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 40080 members 
Entering Unmasked Estep 
Score: -4779156.500000 Penalty: 5279.315430
	Iteration 51Q: 3 clusters Score -4779156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 40085 members 
Entering Unmasked Estep 
Score: -4779160.500000 Penalty: 5279.315430
	Iteration 52Q: 3 clusters Score -4779160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 40089 members 
Entering Unmasked Estep 
Score: -4779157.000000 Penalty: 5279.315430
	Iteration 53Q: 3 clusters Score -4779157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 40091 members 
Entering Unmasked Estep 
Score: -4779155.500000 Penalty: 5279.315430
	Iteration 54Q: 3 clusters Score -4779156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 40090 members 
Entering Unmasked Estep 
Score: -4779157.500000 Penalty: 5279.315430
	Iteration 55Q: 3 clusters Score -4779158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 40091 members 
Entering Unmasked Estep 
Score: -4779164.000000 Penalty: 5279.315430
	Iteration 56Q: 3 clusters Score -4779164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 40095 members 
Entering Unmasked Estep 
Score: -4779159.000000 Penalty: 5279.315430
	Iteration 57Q: 3 clusters Score -4779159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 40098 members 
Entering Unmasked Estep 
Score: -4779157.000000 Penalty: 5279.315430
	Iteration 58Q: 3 clusters Score -4779157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 40101 members 
Entering Unmasked Estep 
Score: -4779156.500000 Penalty: 5279.315430
	Iteration 59Q: 3 clusters Score -4779156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -4779164.500000 Penalty: 5279.315430
	Iteration 60F: 3 clusters Score -4779164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 40108 members 
Entering Unmasked Estep 
Score: -4779164.500000 Penalty: 5279.315430
	Iteration 61Q: 3 clusters Score -4779164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 40113 members 
Entering Unmasked Estep 
Score: -4779170.500000 Penalty: 5279.315430
	Iteration 62Q: 3 clusters Score -4779170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 40115 members 
Entering Unmasked Estep 
Score: -4779172.500000 Penalty: 5279.315430
	Iteration 63Q: 3 clusters Score -4779172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -4779175.500000 Penalty: 5279.315430
	Iteration 64Q: 3 clusters Score -4779176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 40123 members 
Entering Unmasked Estep 
Score: -4779177.500000 Penalty: 5279.315430
	Iteration 65Q: 3 clusters Score -4779178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 40122 members 
Entering Unmasked Estep 
Score: -4779175.000000 Penalty: 5279.315430
	Iteration 66Q: 3 clusters Score -4779175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 40122 members 
Entering Unmasked Estep 
Score: -4779175.000000 Penalty: 5279.315430
	Iteration 67F: 3 clusters Score -4779175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -1740579.625000 Penalty: 2390.859619
	Iteration 0F: 2 clusters Score -1740580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1729425.250000 Penalty: 4781.719238
	Iteration 0F: 3 clusters Score -1729425 nChanged 6637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1733168.375000 Penalty: 4781.719238
	Iteration 1F: 3 clusters Score -1733168 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1733788.125000 Penalty: 4781.719238
	Iteration 2F: 3 clusters Score -1733788 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1734400.125000 Penalty: 4781.719238
	Iteration 3F: 3 clusters Score -1734400 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1735013.625000 Penalty: 4781.719238
	Iteration 4F: 3 clusters Score -1735014 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1735565.000000 Penalty: 4781.719238
	Iteration 5F: 3 clusters Score -1735565 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1736072.125000 Penalty: 4781.719238
	Iteration 6F: 3 clusters Score -1736072 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1736581.875000 Penalty: 4781.719238
	Iteration 7F: 3 clusters Score -1736582 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1737018.750000 Penalty: 4781.719238
	Iteration 8Q: 3 clusters Score -1737019 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1737346.500000 Penalty: 4781.719238
	Iteration 9Q: 3 clusters Score -1737346 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1737602.250000 Penalty: 4781.719238
	Iteration 10Q: 3 clusters Score -1737602 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1737766.125000 Penalty: 4781.719238
	Iteration 11Q: 3 clusters Score -1737766 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1737872.625000 Penalty: 4781.719238
	Iteration 12Q: 3 clusters Score -1737873 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1737920.000000 Penalty: 4781.719238
	Iteration 13Q: 3 clusters Score -1737920 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1737962.375000 Penalty: 4781.719238
	Iteration 14Q: 3 clusters Score -1737962 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1737990.250000 Penalty: 4781.719238
	Iteration 15Q: 3 clusters Score -1737990 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1738016.875000 Penalty: 4781.719238
	Iteration 16Q: 3 clusters Score -1738017 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1738036.875000 Penalty: 4781.719238
	Iteration 17Q: 3 clusters Score -1738037 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1738047.625000 Penalty: 4781.719238
	Iteration 18Q: 3 clusters Score -1738048 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1738063.000000 Penalty: 4781.719238
	Iteration 19Q: 3 clusters Score -1738063 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1738079.375000 Penalty: 4781.719238
	Iteration 20F: 3 clusters Score -1738079 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1738085.125000 Penalty: 4781.719238
	Iteration 21Q: 3 clusters Score -1738085 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1738092.125000 Penalty: 4781.719238
	Iteration 22Q: 3 clusters Score -1738092 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1738095.625000 Penalty: 4781.719238
	Iteration 23Q: 3 clusters Score -1738096 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1738100.750000 Penalty: 4781.719238
	Iteration 24Q: 3 clusters Score -1738101 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1738107.375000 Penalty: 4781.719238
	Iteration 25Q: 3 clusters Score -1738107 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1738107.375000 Penalty: 4781.719238
	Iteration 26Q: 3 clusters Score -1738107 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1738112.625000 Penalty: 4781.719238
	Iteration 27Q: 3 clusters Score -1738113 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1738112.625000 Penalty: 4781.719238
	Iteration 28Q: 3 clusters Score -1738113 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1738120.625000 Penalty: 4781.719238
	Iteration 29Q: 3 clusters Score -1738121 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1738124.125000 Penalty: 4781.719238
	Iteration 30Q: 3 clusters Score -1738124 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1738126.250000 Penalty: 4781.719238
	Iteration 31Q: 3 clusters Score -1738126 nChanged 30
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: -1738132.875000 Penalty: 4781.719238
	Iteration 32Q: 3 clusters Score -1738133 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1738136.000000 Penalty: 4781.719238
	Iteration 33Q: 3 clusters Score -1738136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1738136.000000 Penalty: 4781.719238
	Iteration 34Q: 3 clusters Score -1738136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1738137.625000 Penalty: 4781.719238
	Iteration 35Q: 3 clusters Score -1738138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1738140.125000 Penalty: 4781.719238
	Iteration 36Q: 3 clusters Score -1738140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1738143.625000 Penalty: 4781.719238
	Iteration 37Q: 3 clusters Score -1738144 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1738144.375000 Penalty: 4781.719238
	Iteration 38Q: 3 clusters Score -1738144 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1738149.875000 Penalty: 4781.719238
	Iteration 39Q: 3 clusters Score -1738150 nChanged 22
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: -1738149.250000 Penalty: 4781.719238
	Iteration 40F: 3 clusters Score -1738149 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1738155.250000 Penalty: 4781.719238
	Iteration 41Q: 3 clusters Score -1738155 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1738155.750000 Penalty: 4781.719238
	Iteration 42Q: 3 clusters Score -1738156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1738151.250000 Penalty: 4781.719238
	Iteration 43Q: 3 clusters Score -1738151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1738154.250000 Penalty: 4781.719238
	Iteration 44Q: 3 clusters Score -1738154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1738155.750000 Penalty: 4781.719238
	Iteration 45Q: 3 clusters Score -1738156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1738155.750000 Penalty: 4781.719238
	Iteration 46Q: 3 clusters Score -1738156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1738168.000000 Penalty: 4781.719238
	Iteration 47Q: 3 clusters Score -1738168 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1738167.125000 Penalty: 4781.719238
	Iteration 48Q: 3 clusters Score -1738167 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1738173.625000 Penalty: 4781.719238
	Iteration 49Q: 3 clusters Score -1738174 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1738181.125000 Penalty: 4781.719238
	Iteration 50Q: 3 clusters Score -1738181 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1738183.000000 Penalty: 4781.719238
	Iteration 51Q: 3 clusters Score -1738183 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1738187.750000 Penalty: 4781.719238
	Iteration 52Q: 3 clusters Score -1738188 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1738192.125000 Penalty: 4781.719238
	Iteration 53Q: 3 clusters Score -1738192 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1738197.625000 Penalty: 4781.719238
	Iteration 54Q: 3 clusters Score -1738198 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1738206.750000 Penalty: 4781.719238
	Iteration 55Q: 3 clusters Score -1738207 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1738211.750000 Penalty: 4781.719238
	Iteration 56Q: 3 clusters Score -1738212 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1738221.250000 Penalty: 4781.719238
	Iteration 57Q: 3 clusters Score -1738221 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1738231.625000 Penalty: 4781.719238
	Iteration 58Q: 3 clusters Score -1738232 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1738236.375000 Penalty: 4781.719238
	Iteration 59Q: 3 clusters Score -1738236 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1738239.125000 Penalty: 4781.719238
	Iteration 60F: 3 clusters Score -1738239 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1738247.875000 Penalty: 4781.719238
	Iteration 61Q: 3 clusters Score -1738248 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1738249.000000 Penalty: 4781.719238
	Iteration 62Q: 3 clusters Score -1738249 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1738252.750000 Penalty: 4781.719238
	Iteration 63Q: 3 clusters Score -1738253 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1738254.250000 Penalty: 4781.719238
	Iteration 64Q: 3 clusters Score -1738254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1738255.625000 Penalty: 4781.719238
	Iteration 65Q: 3 clusters Score -1738256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1738256.250000 Penalty: 4781.719238
	Iteration 66Q: 3 clusters Score -1738256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1738262.000000 Penalty: 4781.719238
	Iteration 67Q: 3 clusters Score -1738262 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1738271.750000 Penalty: 4781.719238
	Iteration 68Q: 3 clusters Score -1738272 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1738276.250000 Penalty: 4781.719238
	Iteration 69Q: 3 clusters Score -1738276 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1738281.250000 Penalty: 4781.719238
	Iteration 70Q: 3 clusters Score -1738281 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1738283.375000 Penalty: 4781.719238
	Iteration 71Q: 3 clusters Score -1738283 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1738280.125000 Penalty: 4781.719238
	Iteration 72Q: 3 clusters Score -1738280 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1738286.000000 Penalty: 4781.719238
	Iteration 73Q: 3 clusters Score -1738286 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1738296.000000 Penalty: 4781.719238
	Iteration 74Q: 3 clusters Score -1738296 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1738304.250000 Penalty: 4781.719238
	Iteration 75Q: 3 clusters Score -1738304 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1738317.625000 Penalty: 4781.719238
	Iteration 76Q: 3 clusters Score -1738318 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1738326.000000 Penalty: 4781.719238
	Iteration 77Q: 3 clusters Score -1738326 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1738339.750000 Penalty: 4781.719238
	Iteration 78Q: 3 clusters Score -1738340 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1738359.875000 Penalty: 4781.719238
	Iteration 79Q: 3 clusters Score -1738360 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1738379.000000 Penalty: 4781.719238
	Iteration 80F: 3 clusters Score -1738379 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1738401.625000 Penalty: 4781.719238
	Iteration 81Q: 3 clusters Score -1738402 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1738419.625000 Penalty: 4781.719238
	Iteration 82Q: 3 clusters Score -1738420 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1738435.250000 Penalty: 4781.719238
	Iteration 83Q: 3 clusters Score -1738435 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1738446.000000 Penalty: 4781.719238
	Iteration 84Q: 3 clusters Score -1738446 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1738462.375000 Penalty: 4781.719238
	Iteration 85Q: 3 clusters Score -1738462 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1738478.125000 Penalty: 4781.719238
	Iteration 86Q: 3 clusters Score -1738478 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1738489.125000 Penalty: 4781.719238
	Iteration 87Q: 3 clusters Score -1738489 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1738501.000000 Penalty: 4781.719238
	Iteration 88Q: 3 clusters Score -1738501 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1738518.375000 Penalty: 4781.719238
	Iteration 89Q: 3 clusters Score -1738518 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -1738529.750000 Penalty: 4781.719238
	Iteration 90Q: 3 clusters Score -1738530 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1738545.875000 Penalty: 4781.719238
	Iteration 91Q: 3 clusters Score -1738546 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1738565.500000 Penalty: 4781.719238
	Iteration 92Q: 3 clusters Score -1738566 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1738590.750000 Penalty: 4781.719238
	Iteration 93Q: 3 clusters Score -1738591 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1738611.375000 Penalty: 4781.719238
	Iteration 94Q: 3 clusters Score -1738611 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -1738630.875000 Penalty: 4781.719238
	Iteration 95Q: 3 clusters Score -1738631 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -1738642.000000 Penalty: 4781.719238
	Iteration 96Q: 3 clusters Score -1738642 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1738651.375000 Penalty: 4781.719238
	Iteration 97Q: 3 clusters Score -1738651 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1738662.375000 Penalty: 4781.719238
	Iteration 98Q: 3 clusters Score -1738662 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1738670.125000 Penalty: 4781.719238
	Iteration 99Q: 3 clusters Score -1738670 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1738676.500000 Penalty: 4781.719238
	Iteration 100F: 3 clusters Score -1738676 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -1738684.875000 Penalty: 4781.719238
	Iteration 101Q: 3 clusters Score -1738685 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1738697.000000 Penalty: 4781.719238
	Iteration 102Q: 3 clusters Score -1738697 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -1738707.750000 Penalty: 4781.719238
	Iteration 103Q: 3 clusters Score -1738708 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1738718.875000 Penalty: 4781.719238
	Iteration 104Q: 3 clusters Score -1738719 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1738735.125000 Penalty: 4781.719238
	Iteration 105Q: 3 clusters Score -1738735 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -1738768.625000 Penalty: 4781.719238
	Iteration 106Q: 3 clusters Score -1738769 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -1738805.000000 Penalty: 4781.719238
	Iteration 107Q: 3 clusters Score -1738805 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1738851.125000 Penalty: 4781.719238
	Iteration 108Q: 3 clusters Score -1738851 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -1738924.125000 Penalty: 4781.719238
	Iteration 109Q: 3 clusters Score -1738924 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -1739013.500000 Penalty: 4781.719238
	Iteration 110Q: 3 clusters Score -1739014 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1739084.125000 Penalty: 4781.719238
	Iteration 111Q: 3 clusters Score -1739084 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -1739145.625000 Penalty: 4781.719238
	Iteration 112Q: 3 clusters Score -1739146 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -1739183.125000 Penalty: 4781.719238
	Iteration 113Q: 3 clusters Score -1739183 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -1739213.375000 Penalty: 4781.719238
	Iteration 114Q: 3 clusters Score -1739213 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -1739229.125000 Penalty: 4781.719238
	Iteration 115Q: 3 clusters Score -1739229 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -1739241.625000 Penalty: 4781.719238
	Iteration 116Q: 3 clusters Score -1739242 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -1739247.750000 Penalty: 4781.719238
	Iteration 117Q: 3 clusters Score -1739248 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -1739248.375000 Penalty: 4781.719238
	Iteration 118Q: 3 clusters Score -1739248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -1739251.375000 Penalty: 4781.719238
	Iteration 119Q: 3 clusters Score -1739251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -1739252.375000 Penalty: 4781.719238
	Iteration 120F: 3 clusters Score -1739252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -1739251.625000 Penalty: 4781.719238
	Iteration 121Q: 3 clusters Score -1739252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1739258.500000 Penalty: 4781.719238
	Iteration 122Q: 3 clusters Score -1739258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1739257.000000 Penalty: 4781.719238
	Iteration 123Q: 3 clusters Score -1739257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1739258.125000 Penalty: 4781.719238
	Iteration 124Q: 3 clusters Score -1739258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1739257.750000 Penalty: 4781.719238
	Iteration 125Q: 3 clusters Score -1739258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1739261.500000 Penalty: 4781.719238
	Iteration 126Q: 3 clusters Score -1739262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -1739261.500000 Penalty: 4781.719238
	Iteration 127Q: 3 clusters Score -1739262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -1739262.000000 Penalty: 4781.719238
	Iteration 128Q: 3 clusters Score -1739262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -1739263.250000 Penalty: 4781.719238
	Iteration 129Q: 3 clusters Score -1739263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -1739263.625000 Penalty: 4781.719238
	Iteration 130Q: 3 clusters Score -1739264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -1739263.625000 Penalty: 4781.719238
	Iteration 131Q: 3 clusters Score -1739264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1739264.125000 Penalty: 4781.719238
	Iteration 132Q: 3 clusters Score -1739264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1739264.125000 Penalty: 4781.719238
	Iteration 133F: 3 clusters Score -1739264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Entering Unmasked Estep 
Score: -2009118.375000 Penalty: 2408.431885
	Iteration 0F: 2 clusters Score -2009118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1997417.000000 Penalty: 4816.863770
	Iteration 0F: 3 clusters Score -1997417 nChanged 7082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -2001114.250000 Penalty: 4816.863770
	Iteration 1F: 3 clusters Score -2001114 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -2001404.875000 Penalty: 4816.863770
	Iteration 2F: 3 clusters Score -2001405 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -2001667.375000 Penalty: 4816.863770
	Iteration 3Q: 3 clusters Score -2001667 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -2001875.250000 Penalty: 4816.863770
	Iteration 4Q: 3 clusters Score -2001875 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -2002062.750000 Penalty: 4816.863770
	Iteration 5Q: 3 clusters Score -2002063 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -2002240.500000 Penalty: 4816.863770
	Iteration 6Q: 3 clusters Score -2002240 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -2002406.125000 Penalty: 4816.863770
	Iteration 7Q: 3 clusters Score -2002406 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -2002623.125000 Penalty: 4816.863770
	Iteration 8Q: 3 clusters Score -2002623 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -2002882.125000 Penalty: 4816.863770
	Iteration 9Q: 3 clusters Score -2002882 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -2003196.625000 Penalty: 4816.863770
	Iteration 10Q: 3 clusters Score -2003197 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -2003590.875000 Penalty: 4816.863770
	Iteration 11Q: 3 clusters Score -2003591 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -2004033.250000 Penalty: 4816.863770
	Iteration 12Q: 3 clusters Score -2004033 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -2004427.125000 Penalty: 4816.863770
	Iteration 13Q: 3 clusters Score -2004427 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -2004832.625000 Penalty: 4816.863770
	Iteration 14Q: 3 clusters Score -2004833 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -2005206.375000 Penalty: 4816.863770
	Iteration 15Q: 3 clusters Score -2005206 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -2005559.125000 Penalty: 4816.863770
	Iteration 16Q: 3 clusters Score -2005559 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -2005833.500000 Penalty: 4816.863770
	Iteration 17Q: 3 clusters Score -2005834 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2006104.000000 Penalty: 4816.863770
	Iteration 18Q: 3 clusters Score -2006104 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2006290.375000 Penalty: 4816.863770
	Iteration 19Q: 3 clusters Score -2006290 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2006413.375000 Penalty: 4816.863770
	Iteration 20F: 3 clusters Score -2006413 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2006528.375000 Penalty: 4816.863770
	Iteration 21Q: 3 clusters Score -2006528 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2006625.000000 Penalty: 4816.863770
	Iteration 22Q: 3 clusters Score -2006625 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2006696.375000 Penalty: 4816.863770
	Iteration 23Q: 3 clusters Score -2006696 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2006758.125000 Penalty: 4816.863770
	Iteration 24Q: 3 clusters Score -2006758 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2006813.625000 Penalty: 4816.863770
	Iteration 25Q: 3 clusters Score -2006814 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2006866.125000 Penalty: 4816.863770
	Iteration 26Q: 3 clusters Score -2006866 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2006905.500000 Penalty: 4816.863770
	Iteration 27Q: 3 clusters Score -2006906 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2006931.125000 Penalty: 4816.863770
	Iteration 28Q: 3 clusters Score -2006931 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2006956.375000 Penalty: 4816.863770
	Iteration 29Q: 3 clusters Score -2006956 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2006966.250000 Penalty: 4816.863770
	Iteration 30Q: 3 clusters Score -2006966 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2006979.250000 Penalty: 4816.863770
	Iteration 31Q: 3 clusters Score -2006979 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2007005.875000 Penalty: 4816.863770
	Iteration 32Q: 3 clusters Score -2007006 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2007018.500000 Penalty: 4816.863770
	Iteration 33Q: 3 clusters Score -2007018 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2007027.625000 Penalty: 4816.863770
	Iteration 34Q: 3 clusters Score -2007028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2007047.000000 Penalty: 4816.863770
	Iteration 35Q: 3 clusters Score -2007047 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2007050.250000 Penalty: 4816.863770
	Iteration 36Q: 3 clusters Score -2007050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2007056.625000 Penalty: 4816.863770
	Iteration 37Q: 3 clusters Score -2007057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2007059.375000 Penalty: 4816.863770
	Iteration 38Q: 3 clusters Score -2007059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2007063.125000 Penalty: 4816.863770
	Iteration 39Q: 3 clusters Score -2007063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2007063.625000 Penalty: 4816.863770
	Iteration 40F: 3 clusters Score -2007064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2007065.625000 Penalty: 4816.863770
	Iteration 41Q: 3 clusters Score -2007066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2007069.250000 Penalty: 4816.863770
	Iteration 42Q: 3 clusters Score -2007069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2007069.500000 Penalty: 4816.863770
	Iteration 43Q: 3 clusters Score -2007070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2007075.000000 Penalty: 4816.863770
	Iteration 44Q: 3 clusters Score -2007075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2007083.500000 Penalty: 4816.863770
	Iteration 45Q: 3 clusters Score -2007084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2007091.625000 Penalty: 4816.863770
	Iteration 46Q: 3 clusters Score -2007092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2007097.750000 Penalty: 4816.863770
	Iteration 47Q: 3 clusters Score -2007098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2007098.250000 Penalty: 4816.863770
	Iteration 48Q: 3 clusters Score -2007098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2007104.250000 Penalty: 4816.863770
	Iteration 49Q: 3 clusters Score -2007104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2007103.000000 Penalty: 4816.863770
	Iteration 50Q: 3 clusters Score -2007103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2007103.250000 Penalty: 4816.863770
	Iteration 51Q: 3 clusters Score -2007103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2007103.750000 Penalty: 4816.863770
	Iteration 52Q: 3 clusters Score -2007104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2007105.000000 Penalty: 4816.863770
	Iteration 53Q: 3 clusters Score -2007105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2007109.000000 Penalty: 4816.863770
	Iteration 54Q: 3 clusters Score -2007109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2007108.250000 Penalty: 4816.863770
	Iteration 55Q: 3 clusters Score -2007108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2007108.375000 Penalty: 4816.863770
	Iteration 56Q: 3 clusters Score -2007108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2007108.375000 Penalty: 4816.863770
	Iteration 57F: 3 clusters Score -2007108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Entering Unmasked Estep 
Score: -743299.562500 Penalty: 2179.835693
	Iteration 0F: 2 clusters Score -743299.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -737803.437500 Penalty: 4359.671387
	Iteration 0F: 3 clusters Score -737803.4 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -739323.437500 Penalty: 4359.671387
	Iteration 1F: 3 clusters Score -739323.4 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -739637.250000 Penalty: 4359.671387
	Iteration 2F: 3 clusters Score -739637.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -739854.937500 Penalty: 4359.671387
	Iteration 3F: 3 clusters Score -739854.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -740034.250000 Penalty: 4359.671387
	Iteration 4Q: 3 clusters Score -740034.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -740188.250000 Penalty: 4359.671387
	Iteration 5Q: 3 clusters Score -740188.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -740314.625000 Penalty: 4359.671387
	Iteration 6Q: 3 clusters Score -740314.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -740411.937500 Penalty: 4359.671387
	Iteration 7Q: 3 clusters Score -740411.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -740501.750000 Penalty: 4359.671387
	Iteration 8Q: 3 clusters Score -740501.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -740579.625000 Penalty: 4359.671387
	Iteration 9Q: 3 clusters Score -740579.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -740648.000000 Penalty: 4359.671387
	Iteration 10Q: 3 clusters Score -740648 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -740722.250000 Penalty: 4359.671387
	Iteration 11Q: 3 clusters Score -740722.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -740790.062500 Penalty: 4359.671387
	Iteration 12Q: 3 clusters Score -740790.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -740857.000000 Penalty: 4359.671387
	Iteration 13Q: 3 clusters Score -740857 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -740927.500000 Penalty: 4359.671387
	Iteration 14Q: 3 clusters Score -740927.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -740976.625000 Penalty: 4359.671387
	Iteration 15Q: 3 clusters Score -740976.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -741020.625000 Penalty: 4359.671387
	Iteration 16Q: 3 clusters Score -741020.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -741071.312500 Penalty: 4359.671387
	Iteration 17Q: 3 clusters Score -741071.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -741123.250000 Penalty: 4359.671387
	Iteration 18Q: 3 clusters Score -741123.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -741180.500000 Penalty: 4359.671387
	Iteration 19Q: 3 clusters Score -741180.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -741252.687500 Penalty: 4359.671387
	Iteration 20F: 3 clusters Score -741252.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -741322.937500 Penalty: 4359.671387
	Iteration 21Q: 3 clusters Score -741322.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -741373.625000 Penalty: 4359.671387
	Iteration 22Q: 3 clusters Score -741373.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -741433.562500 Penalty: 4359.671387
	Iteration 23Q: 3 clusters Score -741433.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -741477.875000 Penalty: 4359.671387
	Iteration 24Q: 3 clusters Score -741477.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -741514.125000 Penalty: 4359.671387
	Iteration 25Q: 3 clusters Score -741514.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -741536.937500 Penalty: 4359.671387
	Iteration 26Q: 3 clusters Score -741536.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -741569.250000 Penalty: 4359.671387
	Iteration 27Q: 3 clusters Score -741569.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -741586.500000 Penalty: 4359.671387
	Iteration 28Q: 3 clusters Score -741586.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -741612.250000 Penalty: 4359.671387
	Iteration 29Q: 3 clusters Score -741612.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -741638.312500 Penalty: 4359.671387
	Iteration 30Q: 3 clusters Score -741638.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -741669.562500 Penalty: 4359.671387
	Iteration 31Q: 3 clusters Score -741669.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -741707.062500 Penalty: 4359.671387
	Iteration 32Q: 3 clusters Score -741707.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -741742.625000 Penalty: 4359.671387
	Iteration 33Q: 3 clusters Score -741742.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -741794.250000 Penalty: 4359.671387
	Iteration 34Q: 3 clusters Score -741794.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -741844.375000 Penalty: 4359.671387
	Iteration 35Q: 3 clusters Score -741844.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -741890.500000 Penalty: 4359.671387
	Iteration 36Q: 3 clusters Score -741890.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -741932.000000 Penalty: 4359.671387
	Iteration 37Q: 3 clusters Score -741932 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -741955.562500 Penalty: 4359.671387
	Iteration 38Q: 3 clusters Score -741955.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -741966.625000 Penalty: 4359.671387
	Iteration 39Q: 3 clusters Score -741966.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -741974.062500 Penalty: 4359.671387
	Iteration 40F: 3 clusters Score -741974.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -741979.187500 Penalty: 4359.671387
	Iteration 41Q: 3 clusters Score -741979.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -741980.312500 Penalty: 4359.671387
	Iteration 42Q: 3 clusters Score -741980.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -741985.000000 Penalty: 4359.671387
	Iteration 43Q: 3 clusters Score -741985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -741983.500000 Penalty: 4359.671387
	Iteration 44Q: 3 clusters Score -741983.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -741983.500000 Penalty: 4359.671387
	Iteration 45F: 3 clusters Score -741983.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Entering Unmasked Estep 
Score: -653634.625000 Penalty: 2147.011230
	Iteration 0F: 2 clusters Score -653634.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -648636.312500 Penalty: 4294.022461
	Iteration 0F: 3 clusters Score -648636.3 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -649835.812500 Penalty: 4294.022461
	Iteration 1F: 3 clusters Score -649835.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -650075.125000 Penalty: 4294.022461
	Iteration 2F: 3 clusters Score -650075.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -650251.437500 Penalty: 4294.022461
	Iteration 3F: 3 clusters Score -650251.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -650406.250000 Penalty: 4294.022461
	Iteration 4Q: 3 clusters Score -650406.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -650562.500000 Penalty: 4294.022461
	Iteration 5Q: 3 clusters Score -650562.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -650728.500000 Penalty: 4294.022461
	Iteration 6Q: 3 clusters Score -650728.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -650888.687500 Penalty: 4294.022461
	Iteration 7Q: 3 clusters Score -650888.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -651039.125000 Penalty: 4294.022461
	Iteration 8Q: 3 clusters Score -651039.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -651190.125000 Penalty: 4294.022461
	Iteration 9Q: 3 clusters Score -651190.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -651315.812500 Penalty: 4294.022461
	Iteration 10Q: 3 clusters Score -651315.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -651407.000000 Penalty: 4294.022461
	Iteration 11Q: 3 clusters Score -651407 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -651481.000000 Penalty: 4294.022461
	Iteration 12Q: 3 clusters Score -651481 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -651545.750000 Penalty: 4294.022461
	Iteration 13Q: 3 clusters Score -651545.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -651589.062500 Penalty: 4294.022461
	Iteration 14Q: 3 clusters Score -651589.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -651629.250000 Penalty: 4294.022461
	Iteration 15Q: 3 clusters Score -651629.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -651666.500000 Penalty: 4294.022461
	Iteration 16Q: 3 clusters Score -651666.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -651701.062500 Penalty: 4294.022461
	Iteration 17Q: 3 clusters Score -651701.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -651725.500000 Penalty: 4294.022461
	Iteration 18Q: 3 clusters Score -651725.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -651738.125000 Penalty: 4294.022461
	Iteration 19Q: 3 clusters Score -651738.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -651756.625000 Penalty: 4294.022461
	Iteration 20F: 3 clusters Score -651756.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -651772.875000 Penalty: 4294.022461
	Iteration 21Q: 3 clusters Score -651772.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -651788.000000 Penalty: 4294.022461
	Iteration 22Q: 3 clusters Score -651788 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -651811.812500 Penalty: 4294.022461
	Iteration 23Q: 3 clusters Score -651811.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -651830.812500 Penalty: 4294.022461
	Iteration 24Q: 3 clusters Score -651830.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -651857.812500 Penalty: 4294.022461
	Iteration 25Q: 3 clusters Score -651857.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -651880.937500 Penalty: 4294.022461
	Iteration 26Q: 3 clusters Score -651880.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -651917.000000 Penalty: 4294.022461
	Iteration 27Q: 3 clusters Score -651917 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -651950.937500 Penalty: 4294.022461
	Iteration 28Q: 3 clusters Score -651950.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -651971.250000 Penalty: 4294.022461
	Iteration 29Q: 3 clusters Score -651971.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -651985.937500 Penalty: 4294.022461
	Iteration 30Q: 3 clusters Score -651985.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -651998.562500 Penalty: 4294.022461
	Iteration 31Q: 3 clusters Score -651998.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -652010.375000 Penalty: 4294.022461
	Iteration 32Q: 3 clusters Score -652010.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -652022.500000 Penalty: 4294.022461
	Iteration 33Q: 3 clusters Score -652022.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -652034.062500 Penalty: 4294.022461
	Iteration 34Q: 3 clusters Score -652034.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -652044.312500 Penalty: 4294.022461
	Iteration 35Q: 3 clusters Score -652044.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -652053.500000 Penalty: 4294.022461
	Iteration 36Q: 3 clusters Score -652053.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -652060.937500 Penalty: 4294.022461
	Iteration 37Q: 3 clusters Score -652060.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -652066.562500 Penalty: 4294.022461
	Iteration 38Q: 3 clusters Score -652066.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -652073.562500 Penalty: 4294.022461
	Iteration 39Q: 3 clusters Score -652073.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -652080.562500 Penalty: 4294.022461
	Iteration 40F: 3 clusters Score -652080.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -652085.375000 Penalty: 4294.022461
	Iteration 41Q: 3 clusters Score -652085.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -652093.062500 Penalty: 4294.022461
	Iteration 42Q: 3 clusters Score -652093.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -652098.875000 Penalty: 4294.022461
	Iteration 43Q: 3 clusters Score -652098.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -652104.687500 Penalty: 4294.022461
	Iteration 44Q: 3 clusters Score -652104.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -652107.812500 Penalty: 4294.022461
	Iteration 45Q: 3 clusters Score -652107.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -652112.562500 Penalty: 4294.022461
	Iteration 46Q: 3 clusters Score -652112.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -652115.687500 Penalty: 4294.022461
	Iteration 47Q: 3 clusters Score -652115.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -652120.562500 Penalty: 4294.022461
	Iteration 48Q: 3 clusters Score -652120.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -652123.625000 Penalty: 4294.022461
	Iteration 49Q: 3 clusters Score -652123.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -652130.000000 Penalty: 4294.022461
	Iteration 50Q: 3 clusters Score -652130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -652136.000000 Penalty: 4294.022461
	Iteration 51Q: 3 clusters Score -652136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -652140.812500 Penalty: 4294.022461
	Iteration 52Q: 3 clusters Score -652140.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -652147.187500 Penalty: 4294.022461
	Iteration 53Q: 3 clusters Score -652147.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -652149.875000 Penalty: 4294.022461
	Iteration 54Q: 3 clusters Score -652149.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -652154.187500 Penalty: 4294.022461
	Iteration 55Q: 3 clusters Score -652154.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -652154.937500 Penalty: 4294.022461
	Iteration 56Q: 3 clusters Score -652154.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -652157.812500 Penalty: 4294.022461
	Iteration 57Q: 3 clusters Score -652157.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -652158.625000 Penalty: 4294.022461
	Iteration 58Q: 3 clusters Score -652158.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -652158.875000 Penalty: 4294.022461
	Iteration 59Q: 3 clusters Score -652158.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -652162.312500 Penalty: 4294.022461
	Iteration 60F: 3 clusters Score -652162.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -652164.812500 Penalty: 4294.022461
	Iteration 61Q: 3 clusters Score -652164.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -652166.375000 Penalty: 4294.022461
	Iteration 62Q: 3 clusters Score -652166.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -652169.125000 Penalty: 4294.022461
	Iteration 63Q: 3 clusters Score -652169.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -652170.375000 Penalty: 4294.022461
	Iteration 64Q: 3 clusters Score -652170.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -652171.687500 Penalty: 4294.022461
	Iteration 65Q: 3 clusters Score -652171.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -652173.250000 Penalty: 4294.022461
	Iteration 66Q: 3 clusters Score -652173.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -652176.500000 Penalty: 4294.022461
	Iteration 67Q: 3 clusters Score -652176.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -652178.812500 Penalty: 4294.022461
	Iteration 68Q: 3 clusters Score -652178.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -652180.625000 Penalty: 4294.022461
	Iteration 69Q: 3 clusters Score -652180.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -652182.125000 Penalty: 4294.022461
	Iteration 70Q: 3 clusters Score -652182.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -652183.687500 Penalty: 4294.022461
	Iteration 71Q: 3 clusters Score -652183.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -652185.437500 Penalty: 4294.022461
	Iteration 72Q: 3 clusters Score -652185.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -652186.687500 Penalty: 4294.022461
	Iteration 73Q: 3 clusters Score -652186.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -652187.812500 Penalty: 4294.022461
	Iteration 74Q: 3 clusters Score -652187.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -652186.062500 Penalty: 4294.022461
	Iteration 75Q: 3 clusters Score -652186.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -652187.062500 Penalty: 4294.022461
	Iteration 76Q: 3 clusters Score -652187.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -652188.187500 Penalty: 4294.022461
	Iteration 77Q: 3 clusters Score -652188.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -652187.875000 Penalty: 4294.022461
	Iteration 78Q: 3 clusters Score -652187.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -652188.062500 Penalty: 4294.022461
	Iteration 79Q: 3 clusters Score -652188.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -652188.062500 Penalty: 4294.022461
	Iteration 80F: 3 clusters Score -652188.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (40829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40829 members 
Entering Unmasked Estep 
Score: -4761531.000000 Penalty: 2633.052490
	Iteration 0F: 2 clusters Score -4761531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -4733856.000000 Penalty: 5266.104980
	Iteration 0F: 3 clusters Score -4733856 nChanged 18681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -4744161.000000 Penalty: 5266.104980
	Iteration 1F: 3 clusters Score -4744161 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -4744842.500000 Penalty: 5266.104980
	Iteration 2Q: 3 clusters Score -4744842 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -4745613.000000 Penalty: 5266.104980
	Iteration 3Q: 3 clusters Score -4745613 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -4746474.000000 Penalty: 5266.104980
	Iteration 4Q: 3 clusters Score -4746474 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -4747550.000000 Penalty: 5266.104980
	Iteration 5F: 3 clusters Score -4747550 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -4748898.500000 Penalty: 5266.104980
	Iteration 6F: 3 clusters Score -4748898 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -4750355.500000 Penalty: 5266.104980
	Iteration 7F: 3 clusters Score -4750356 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -4751733.500000 Penalty: 5266.104980
	Iteration 8F: 3 clusters Score -4751734 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -4752998.500000 Penalty: 5266.104980
	Iteration 9F: 3 clusters Score -4752998 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -4754070.000000 Penalty: 5266.104980
	Iteration 10Q: 3 clusters Score -4754070 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 28396 members 
Entering Unmasked Estep 
Score: -4754888.000000 Penalty: 5266.104980
	Iteration 11Q: 3 clusters Score -4754888 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -4755631.000000 Penalty: 5266.104980
	Iteration 12Q: 3 clusters Score -4755631 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -4756223.000000 Penalty: 5266.104980
	Iteration 13Q: 3 clusters Score -4756223 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
Score: -4756578.500000 Penalty: 5266.104980
	Iteration 14Q: 3 clusters Score -4756578 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -4756809.000000 Penalty: 5266.104980
	Iteration 15Q: 3 clusters Score -4756809 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -4756959.500000 Penalty: 5266.104980
	Iteration 16Q: 3 clusters Score -4756960 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 30614 members 
Entering Unmasked Estep 
Score: -4757115.500000 Penalty: 5266.104980
	Iteration 17Q: 3 clusters Score -4757116 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
Score: -4757230.000000 Penalty: 5266.104980
	Iteration 18Q: 3 clusters Score -4757230 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 31200 members 
Entering Unmasked Estep 
Score: -4757293.500000 Penalty: 5266.104980
	Iteration 19Q: 3 clusters Score -4757294 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 31457 members 
Entering Unmasked Estep 
Score: -4757362.000000 Penalty: 5266.104980
	Iteration 20F: 3 clusters Score -4757362 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 31694 members 
Entering Unmasked Estep 
Score: -4757402.000000 Penalty: 5266.104980
	Iteration 21Q: 3 clusters Score -4757402 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 31927 members 
Entering Unmasked Estep 
Score: -4757464.000000 Penalty: 5266.104980
	Iteration 22Q: 3 clusters Score -4757464 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -4757531.000000 Penalty: 5266.104980
	Iteration 23Q: 3 clusters Score -4757531 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 32398 members 
Entering Unmasked Estep 
Score: -4757564.500000 Penalty: 5266.104980
	Iteration 24Q: 3 clusters Score -4757564 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -4757616.500000 Penalty: 5266.104980
	Iteration 25Q: 3 clusters Score -4757616 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 32836 members 
Entering Unmasked Estep 
Score: -4757651.500000 Penalty: 5266.104980
	Iteration 26Q: 3 clusters Score -4757652 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -4757699.500000 Penalty: 5266.104980
	Iteration 27Q: 3 clusters Score -4757700 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 33251 members 
Entering Unmasked Estep 
Score: -4757725.000000 Penalty: 5266.104980
	Iteration 28Q: 3 clusters Score -4757725 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 33445 members 
Entering Unmasked Estep 
Score: -4757771.000000 Penalty: 5266.104980
	Iteration 29Q: 3 clusters Score -4757771 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 33668 members 
Entering Unmasked Estep 
Score: -4757856.000000 Penalty: 5266.104980
	Iteration 30Q: 3 clusters Score -4757856 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 33881 members 
Entering Unmasked Estep 
Score: -4757898.000000 Penalty: 5266.104980
	Iteration 31Q: 3 clusters Score -4757898 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
Score: -4757941.000000 Penalty: 5266.104980
	Iteration 32Q: 3 clusters Score -4757941 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 34276 members 
Entering Unmasked Estep 
Score: -4757960.500000 Penalty: 5266.104980
	Iteration 33Q: 3 clusters Score -4757960 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 34461 members 
Entering Unmasked Estep 
Score: -4758002.000000 Penalty: 5266.104980
	Iteration 34Q: 3 clusters Score -4758002 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -4758038.500000 Penalty: 5266.104980
	Iteration 35Q: 3 clusters Score -4758038 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -4758081.500000 Penalty: 5266.104980
	Iteration 36Q: 3 clusters Score -4758082 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 34976 members 
Entering Unmasked Estep 
Score: -4758121.500000 Penalty: 5266.104980
	Iteration 37Q: 3 clusters Score -4758122 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 35141 members 
Entering Unmasked Estep 
Score: -4758191.000000 Penalty: 5266.104980
	Iteration 38Q: 3 clusters Score -4758191 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 35298 members 
Entering Unmasked Estep 
Score: -4758224.000000 Penalty: 5266.104980
	Iteration 39Q: 3 clusters Score -4758224 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
Score: -4758250.000000 Penalty: 5266.104980
	Iteration 40F: 3 clusters Score -4758250 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 35629 members 
Entering Unmasked Estep 
Score: -4758288.000000 Penalty: 5266.104980
	Iteration 41Q: 3 clusters Score -4758288 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -4758341.000000 Penalty: 5266.104980
	Iteration 42Q: 3 clusters Score -4758341 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 36019 members 
Entering Unmasked Estep 
Score: -4758387.500000 Penalty: 5266.104980
	Iteration 43Q: 3 clusters Score -4758388 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 36202 members 
Entering Unmasked Estep 
Score: -4758425.500000 Penalty: 5266.104980
	Iteration 44Q: 3 clusters Score -4758426 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 36381 members 
Entering Unmasked Estep 
Score: -4758496.000000 Penalty: 5266.104980
	Iteration 45Q: 3 clusters Score -4758496 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 36573 members 
Entering Unmasked Estep 
Score: -4758575.500000 Penalty: 5266.104980
	Iteration 46Q: 3 clusters Score -4758576 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 36757 members 
Entering Unmasked Estep 
Score: -4758642.500000 Penalty: 5266.104980
	Iteration 47Q: 3 clusters Score -4758642 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -4758700.500000 Penalty: 5266.104980
	Iteration 48Q: 3 clusters Score -4758700 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 37062 members 
Entering Unmasked Estep 
Score: -4758752.000000 Penalty: 5266.104980
	Iteration 49Q: 3 clusters Score -4758752 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 37209 members 
Entering Unmasked Estep 
Score: -4758797.500000 Penalty: 5266.104980
	Iteration 50Q: 3 clusters Score -4758798 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 37349 members 
Entering Unmasked Estep 
Score: -4758833.000000 Penalty: 5266.104980
	Iteration 51Q: 3 clusters Score -4758833 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 37476 members 
Entering Unmasked Estep 
Score: -4758883.500000 Penalty: 5266.104980
	Iteration 52Q: 3 clusters Score -4758884 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 37618 members 
Entering Unmasked Estep 
Score: -4758955.000000 Penalty: 5266.104980
	Iteration 53Q: 3 clusters Score -4758955 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 37746 members 
Entering Unmasked Estep 
Score: -4759001.500000 Penalty: 5266.104980
	Iteration 54Q: 3 clusters Score -4759002 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 37851 members 
Entering Unmasked Estep 
Score: -4759030.000000 Penalty: 5266.104980
	Iteration 55Q: 3 clusters Score -4759030 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -4759073.500000 Penalty: 5266.104980
	Iteration 56Q: 3 clusters Score -4759074 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 38037 members 
Entering Unmasked Estep 
Score: -4759116.500000 Penalty: 5266.104980
	Iteration 57Q: 3 clusters Score -4759116 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 38108 members 
Entering Unmasked Estep 
Score: -4759131.500000 Penalty: 5266.104980
	Iteration 58Q: 3 clusters Score -4759132 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 38190 members 
Entering Unmasked Estep 
Score: -4759149.000000 Penalty: 5266.104980
	Iteration 59Q: 3 clusters Score -4759149 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 38266 members 
Entering Unmasked Estep 
Score: -4759172.500000 Penalty: 5266.104980
	Iteration 60F: 3 clusters Score -4759172 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -4759188.000000 Penalty: 5266.104980
	Iteration 61Q: 3 clusters Score -4759188 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 38382 members 
Entering Unmasked Estep 
Score: -4759199.000000 Penalty: 5266.104980
	Iteration 62Q: 3 clusters Score -4759199 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 38428 members 
Entering Unmasked Estep 
Score: -4759219.500000 Penalty: 5266.104980
	Iteration 63Q: 3 clusters Score -4759220 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 38467 members 
Entering Unmasked Estep 
Score: -4759220.500000 Penalty: 5266.104980
	Iteration 64Q: 3 clusters Score -4759220 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 38506 members 
Entering Unmasked Estep 
Score: -4759234.000000 Penalty: 5266.104980
	Iteration 65Q: 3 clusters Score -4759234 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 38542 members 
Entering Unmasked Estep 
Score: -4759258.000000 Penalty: 5266.104980
	Iteration 66Q: 3 clusters Score -4759258 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 38580 members 
Entering Unmasked Estep 
Score: -4759269.500000 Penalty: 5266.104980
	Iteration 67Q: 3 clusters Score -4759270 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 38610 members 
Entering Unmasked Estep 
Score: -4759270.000000 Penalty: 5266.104980
	Iteration 68Q: 3 clusters Score -4759270 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 38640 members 
Entering Unmasked Estep 
Score: -4759277.000000 Penalty: 5266.104980
	Iteration 69Q: 3 clusters Score -4759277 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 38664 members 
Entering Unmasked Estep 
Score: -4759298.000000 Penalty: 5266.104980
	Iteration 70Q: 3 clusters Score -4759298 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 38686 members 
Entering Unmasked Estep 
Score: -4759313.000000 Penalty: 5266.104980
	Iteration 71Q: 3 clusters Score -4759313 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 38699 members 
Entering Unmasked Estep 
Score: -4759311.500000 Penalty: 5266.104980
	Iteration 72Q: 3 clusters Score -4759312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 38712 members 
Entering Unmasked Estep 
Score: -4759315.500000 Penalty: 5266.104980
	Iteration 73Q: 3 clusters Score -4759316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 38724 members 
Entering Unmasked Estep 
Score: -4759320.500000 Penalty: 5266.104980
	Iteration 74Q: 3 clusters Score -4759320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 38737 members 
Entering Unmasked Estep 
Score: -4759311.000000 Penalty: 5266.104980
	Iteration 75Q: 3 clusters Score -4759311 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 38753 members 
Entering Unmasked Estep 
Score: -4759306.000000 Penalty: 5266.104980
	Iteration 76Q: 3 clusters Score -4759306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 38768 members 
Entering Unmasked Estep 
Score: -4759309.500000 Penalty: 5266.104980
	Iteration 77Q: 3 clusters Score -4759310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 38783 members 
Entering Unmasked Estep 
Score: -4759310.000000 Penalty: 5266.104980
	Iteration 78Q: 3 clusters Score -4759310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -4759314.500000 Penalty: 5266.104980
	Iteration 79Q: 3 clusters Score -4759314 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 38812 members 
Entering Unmasked Estep 
Score: -4759323.500000 Penalty: 5266.104980
	Iteration 80F: 3 clusters Score -4759324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -4759337.000000 Penalty: 5266.104980
	Iteration 81Q: 3 clusters Score -4759337 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 38843 members 
Entering Unmasked Estep 
Score: -4759338.000000 Penalty: 5266.104980
	Iteration 82Q: 3 clusters Score -4759338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 38858 members 
Entering Unmasked Estep 
Score: -4759341.500000 Penalty: 5266.104980
	Iteration 83Q: 3 clusters Score -4759342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 38871 members 
Entering Unmasked Estep 
Score: -4759346.500000 Penalty: 5266.104980
	Iteration 84Q: 3 clusters Score -4759346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
Score: -4759344.000000 Penalty: 5266.104980
	Iteration 85Q: 3 clusters Score -4759344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -4759343.000000 Penalty: 5266.104980
	Iteration 86Q: 3 clusters Score -4759343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 38893 members 
Entering Unmasked Estep 
Score: -4759348.000000 Penalty: 5266.104980
	Iteration 87Q: 3 clusters Score -4759348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 38898 members 
Entering Unmasked Estep 
Score: -4759354.500000 Penalty: 5266.104980
	Iteration 88Q: 3 clusters Score -4759354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 38905 members 
Entering Unmasked Estep 
Score: -4759351.500000 Penalty: 5266.104980
	Iteration 89Q: 3 clusters Score -4759352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 38908 members 
Entering Unmasked Estep 
Score: -4759355.000000 Penalty: 5266.104980
	Iteration 90Q: 3 clusters Score -4759355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 38910 members 
Entering Unmasked Estep 
Score: -4759356.500000 Penalty: 5266.104980
	Iteration 91Q: 3 clusters Score -4759356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 38912 members 
Entering Unmasked Estep 
Score: -4759358.000000 Penalty: 5266.104980
	Iteration 92Q: 3 clusters Score -4759358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 38912 members 
Entering Unmasked Estep 
Score: -4759358.000000 Penalty: 5266.104980
	Iteration 93F: 3 clusters Score -4759358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (28994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28994 members 
Entering Unmasked Estep 
Score: -3374900.000000 Penalty: 2548.161377
	Iteration 0F: 2 clusters Score -3374900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -3355023.000000 Penalty: 5096.322754
	Iteration 0F: 3 clusters Score -3355023 nChanged 13075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -3362032.750000 Penalty: 5096.322754
	Iteration 1F: 3 clusters Score -3362033 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -3362698.500000 Penalty: 5096.322754
	Iteration 2F: 3 clusters Score -3362698 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -3363411.500000 Penalty: 5096.322754
	Iteration 3F: 3 clusters Score -3363412 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -3364249.250000 Penalty: 5096.322754
	Iteration 4F: 3 clusters Score -3364249 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -3365335.250000 Penalty: 5096.322754
	Iteration 5F: 3 clusters Score -3365335 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -3366646.750000 Penalty: 5096.322754
	Iteration 6F: 3 clusters Score -3366647 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -3368123.750000 Penalty: 5096.322754
	Iteration 7F: 3 clusters Score -3368124 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -3369549.750000 Penalty: 5096.322754
	Iteration 8F: 3 clusters Score -3369550 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -3370677.750000 Penalty: 5096.322754
	Iteration 9Q: 3 clusters Score -3370678 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -3371462.750000 Penalty: 5096.322754
	Iteration 10Q: 3 clusters Score -3371463 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3371976.000000 Penalty: 5096.322754
	Iteration 11Q: 3 clusters Score -3371976 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3372318.750000 Penalty: 5096.322754
	Iteration 12Q: 3 clusters Score -3372319 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3372522.750000 Penalty: 5096.322754
	Iteration 13Q: 3 clusters Score -3372523 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3372660.250000 Penalty: 5096.322754
	Iteration 14Q: 3 clusters Score -3372660 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3372740.250000 Penalty: 5096.322754
	Iteration 15Q: 3 clusters Score -3372740 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3372807.000000 Penalty: 5096.322754
	Iteration 16Q: 3 clusters Score -3372807 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3372859.250000 Penalty: 5096.322754
	Iteration 17Q: 3 clusters Score -3372859 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28399 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3372877.750000 Penalty: 5096.322754
	Iteration 18Q: 3 clusters Score -3372878 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28418 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3372900.000000 Penalty: 5096.322754
	Iteration 19Q: 3 clusters Score -3372900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3372911.500000 Penalty: 5096.322754
	Iteration 20F: 3 clusters Score -3372912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3372924.750000 Penalty: 5096.322754
	Iteration 21Q: 3 clusters Score -3372925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3372926.000000 Penalty: 5096.322754
	Iteration 22Q: 3 clusters Score -3372926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3372928.250000 Penalty: 5096.322754
	Iteration 23Q: 3 clusters Score -3372928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28446 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3372932.750000 Penalty: 5096.322754
	Iteration 24Q: 3 clusters Score -3372933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28446 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3372932.750000 Penalty: 5096.322754
	Iteration 25F: 3 clusters Score -3372933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (175495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175495 members 
Entering Unmasked Estep 
Score: -21415724.000000 Penalty: 2994.690674
	Iteration 0F: 2 clusters Score -2.141572e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87610 members 
Mstep: Class 2 contains 87885 members 
Entering Unmasked Estep 
Score: -21299322.000000 Penalty: 5989.381348
	Iteration 0F: 3 clusters Score -2.129932e+07 nChanged 83759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85615 members 
Mstep: Class 2 contains 89880 members 
Entering Unmasked Estep 
Score: -21348256.000000 Penalty: 5989.381348
	Iteration 1F: 3 clusters Score -2.134826e+07 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83781 members 
Mstep: Class 2 contains 91714 members 
Entering Unmasked Estep 
Score: -21349600.000000 Penalty: 5989.381348
	Iteration 2Q: 3 clusters Score -2.13496e+07 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80743 members 
Mstep: Class 2 contains 94752 members 
Entering Unmasked Estep 
Score: -21351560.000000 Penalty: 5989.381348
	Iteration 3Q: 3 clusters Score -2.135156e+07 nChanged 7804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75823 members 
Mstep: Class 2 contains 99672 members 
Entering Unmasked Estep 
Score: -21354382.000000 Penalty: 5989.381348
	Iteration 4Q: 3 clusters Score -2.135438e+07 nChanged 9820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68575 members 
Mstep: Class 2 contains 106920 members 
Entering Unmasked Estep 
Score: -21359356.000000 Penalty: 5989.381348
	Iteration 5F: 3 clusters Score -2.135936e+07 nChanged 12067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58624 members 
Mstep: Class 2 contains 116871 members 
Entering Unmasked Estep 
Score: -21366872.000000 Penalty: 5989.381348
	Iteration 6F: 3 clusters Score -2.136687e+07 nChanged 13401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46723 members 
Mstep: Class 2 contains 128772 members 
Entering Unmasked Estep 
Score: -21377362.000000 Penalty: 5989.381348
	Iteration 7F: 3 clusters Score -2.137736e+07 nChanged 12765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35026 members 
Mstep: Class 2 contains 140469 members 
Entering Unmasked Estep 
Score: -21387760.000000 Penalty: 5989.381348
	Iteration 8F: 3 clusters Score -2.138776e+07 nChanged 9963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 149792 members 
Entering Unmasked Estep 
Score: -21396688.000000 Penalty: 5989.381348
	Iteration 9F: 3 clusters Score -2.139669e+07 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 155774 members 
Entering Unmasked Estep 
Score: -21403278.000000 Penalty: 5989.381348
	Iteration 10Q: 3 clusters Score -2.140328e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 158794 members 
Entering Unmasked Estep 
Score: -21407172.000000 Penalty: 5989.381348
	Iteration 11Q: 3 clusters Score -2.140717e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 160104 members 
Entering Unmasked Estep 
Score: -21409500.000000 Penalty: 5989.381348
	Iteration 12Q: 3 clusters Score -2.14095e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 160818 members 
Entering Unmasked Estep 
Score: -21410772.000000 Penalty: 5989.381348
	Iteration 13Q: 3 clusters Score -2.141077e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 161400 members 
Entering Unmasked Estep 
Score: -21411448.000000 Penalty: 5989.381348
	Iteration 14Q: 3 clusters Score -2.141145e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 161971 members 
Entering Unmasked Estep 
Score: -21411902.000000 Penalty: 5989.381348
	Iteration 15Q: 3 clusters Score -2.14119e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 162457 members 
Entering Unmasked Estep 
Score: -21412136.000000 Penalty: 5989.381348
	Iteration 16Q: 3 clusters Score -2.141214e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 162904 members 
Entering Unmasked Estep 
Score: -21412402.000000 Penalty: 5989.381348
	Iteration 17Q: 3 clusters Score -2.14124e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 163275 members 
Entering Unmasked Estep 
Score: -21412526.000000 Penalty: 5989.381348
	Iteration 18Q: 3 clusters Score -2.141253e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 163626 members 
Entering Unmasked Estep 
Score: -21412634.000000 Penalty: 5989.381348
	Iteration 19Q: 3 clusters Score -2.141263e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 163987 members 
Entering Unmasked Estep 
Score: -21412730.000000 Penalty: 5989.381348
	Iteration 20F: 3 clusters Score -2.141273e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 164319 members 
Entering Unmasked Estep 
Score: -21412776.000000 Penalty: 5989.381348
	Iteration 21Q: 3 clusters Score -2.141278e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 164610 members 
Entering Unmasked Estep 
Score: -21412842.000000 Penalty: 5989.381348
	Iteration 22Q: 3 clusters Score -2.141284e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 164890 members 
Entering Unmasked Estep 
Score: -21412884.000000 Penalty: 5989.381348
	Iteration 23Q: 3 clusters Score -2.141288e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 165160 members 
Entering Unmasked Estep 
Score: -21412952.000000 Penalty: 5989.381348
	Iteration 24Q: 3 clusters Score -2.141295e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 165442 members 
Entering Unmasked Estep 
Score: -21413000.000000 Penalty: 5989.381348
	Iteration 25Q: 3 clusters Score -2.1413e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 165714 members 
Entering Unmasked Estep 
Score: -21413042.000000 Penalty: 5989.381348
	Iteration 26Q: 3 clusters Score -2.141304e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 165964 members 
Entering Unmasked Estep 
Score: -21413088.000000 Penalty: 5989.381348
	Iteration 27Q: 3 clusters Score -2.141309e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 166179 members 
Entering Unmasked Estep 
Score: -21413108.000000 Penalty: 5989.381348
	Iteration 28Q: 3 clusters Score -2.141311e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 166401 members 
Entering Unmasked Estep 
Score: -21413152.000000 Penalty: 5989.381348
	Iteration 29Q: 3 clusters Score -2.141315e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 166603 members 
Entering Unmasked Estep 
Score: -21413178.000000 Penalty: 5989.381348
	Iteration 30Q: 3 clusters Score -2.141318e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 166787 members 
Entering Unmasked Estep 
Score: -21413192.000000 Penalty: 5989.381348
	Iteration 31Q: 3 clusters Score -2.141319e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 166972 members 
Entering Unmasked Estep 
Score: -21413240.000000 Penalty: 5989.381348
	Iteration 32Q: 3 clusters Score -2.141324e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 167137 members 
Entering Unmasked Estep 
Score: -21413248.000000 Penalty: 5989.381348
	Iteration 33Q: 3 clusters Score -2.141325e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 167296 members 
Entering Unmasked Estep 
Score: -21413234.000000 Penalty: 5989.381348
	Iteration 34Q: 3 clusters Score -2.141323e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 167444 members 
Entering Unmasked Estep 
Score: -21413238.000000 Penalty: 5989.381348
	Iteration 35Q: 3 clusters Score -2.141324e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 167560 members 
Entering Unmasked Estep 
Score: -21413288.000000 Penalty: 5989.381348
	Iteration 36Q: 3 clusters Score -2.141329e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 167663 members 
Entering Unmasked Estep 
Score: -21413320.000000 Penalty: 5989.381348
	Iteration 37Q: 3 clusters Score -2.141332e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 167780 members 
Entering Unmasked Estep 
Score: -21413336.000000 Penalty: 5989.381348
	Iteration 38Q: 3 clusters Score -2.141334e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 167890 members 
Entering Unmasked Estep 
Score: -21413324.000000 Penalty: 5989.381348
	Iteration 39Q: 3 clusters Score -2.141332e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 168012 members 
Entering Unmasked Estep 
Score: -21413342.000000 Penalty: 5989.381348
	Iteration 40F: 3 clusters Score -2.141334e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 168141 members 
Entering Unmasked Estep 
Score: -21413342.000000 Penalty: 5989.381348
	Iteration 41Q: 3 clusters Score -2.141334e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 168262 members 
Entering Unmasked Estep 
Score: -21413370.000000 Penalty: 5989.381348
	Iteration 42Q: 3 clusters Score -2.141337e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 168377 members 
Entering Unmasked Estep 
Score: -21413422.000000 Penalty: 5989.381348
	Iteration 43Q: 3 clusters Score -2.141342e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 168476 members 
Entering Unmasked Estep 
Score: -21413438.000000 Penalty: 5989.381348
	Iteration 44Q: 3 clusters Score -2.141344e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 168558 members 
Entering Unmasked Estep 
Score: -21413436.000000 Penalty: 5989.381348
	Iteration 45Q: 3 clusters Score -2.141344e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 168640 members 
Entering Unmasked Estep 
Score: -21413464.000000 Penalty: 5989.381348
	Iteration 46Q: 3 clusters Score -2.141346e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 168702 members 
Entering Unmasked Estep 
Score: -21413460.000000 Penalty: 5989.381348
	Iteration 47Q: 3 clusters Score -2.141346e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 168756 members 
Entering Unmasked Estep 
Score: -21413452.000000 Penalty: 5989.381348
	Iteration 48Q: 3 clusters Score -2.141345e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 168810 members 
Entering Unmasked Estep 
Score: -21413428.000000 Penalty: 5989.381348
	Iteration 49Q: 3 clusters Score -2.141343e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 168865 members 
Entering Unmasked Estep 
Score: -21413436.000000 Penalty: 5989.381348
	Iteration 50Q: 3 clusters Score -2.141344e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 168912 members 
Entering Unmasked Estep 
Score: -21413442.000000 Penalty: 5989.381348
	Iteration 51Q: 3 clusters Score -2.141344e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 168959 members 
Entering Unmasked Estep 
Score: -21413414.000000 Penalty: 5989.381348
	Iteration 52Q: 3 clusters Score -2.141341e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 169005 members 
Entering Unmasked Estep 
Score: -21413466.000000 Penalty: 5989.381348
	Iteration 53Q: 3 clusters Score -2.141347e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 169050 members 
Entering Unmasked Estep 
Score: -21413464.000000 Penalty: 5989.381348
	Iteration 54Q: 3 clusters Score -2.141346e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 169090 members 
Entering Unmasked Estep 
Score: -21413462.000000 Penalty: 5989.381348
	Iteration 55Q: 3 clusters Score -2.141346e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 169132 members 
Entering Unmasked Estep 
Score: -21413440.000000 Penalty: 5989.381348
	Iteration 56Q: 3 clusters Score -2.141344e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 169179 members 
Entering Unmasked Estep 
Score: -21413444.000000 Penalty: 5989.381348
	Iteration 57Q: 3 clusters Score -2.141344e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 169228 members 
Entering Unmasked Estep 
Score: -21413422.000000 Penalty: 5989.381348
	Iteration 58Q: 3 clusters Score -2.141342e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 169264 members 
Entering Unmasked Estep 
Score: -21413422.000000 Penalty: 5989.381348
	Iteration 59Q: 3 clusters Score -2.141342e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 169296 members 
Entering Unmasked Estep 
Score: -21413428.000000 Penalty: 5989.381348
	Iteration 60F: 3 clusters Score -2.141343e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 169327 members 
Entering Unmasked Estep 
Score: -21413422.000000 Penalty: 5989.381348
	Iteration 61Q: 3 clusters Score -2.141342e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 169359 members 
Entering Unmasked Estep 
Score: -21413418.000000 Penalty: 5989.381348
	Iteration 62Q: 3 clusters Score -2.141342e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 169390 members 
Entering Unmasked Estep 
Score: -21413400.000000 Penalty: 5989.381348
	Iteration 63Q: 3 clusters Score -2.14134e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 169414 members 
Entering Unmasked Estep 
Score: -21413394.000000 Penalty: 5989.381348
	Iteration 64Q: 3 clusters Score -2.141339e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 169439 members 
Entering Unmasked Estep 
Score: -21413402.000000 Penalty: 5989.381348
	Iteration 65Q: 3 clusters Score -2.14134e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 169465 members 
Entering Unmasked Estep 
Score: -21413412.000000 Penalty: 5989.381348
	Iteration 66Q: 3 clusters Score -2.141341e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 169491 members 
Entering Unmasked Estep 
Score: -21413408.000000 Penalty: 5989.381348
	Iteration 67Q: 3 clusters Score -2.141341e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 169520 members 
Entering Unmasked Estep 
Score: -21413392.000000 Penalty: 5989.381348
	Iteration 68Q: 3 clusters Score -2.141339e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 169543 members 
Entering Unmasked Estep 
Score: -21413412.000000 Penalty: 5989.381348
	Iteration 69Q: 3 clusters Score -2.141341e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 169563 members 
Entering Unmasked Estep 
Score: -21413422.000000 Penalty: 5989.381348
	Iteration 70Q: 3 clusters Score -2.141342e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 169587 members 
Entering Unmasked Estep 
Score: -21413424.000000 Penalty: 5989.381348
	Iteration 71Q: 3 clusters Score -2.141342e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 169607 members 
Entering Unmasked Estep 
Score: -21413440.000000 Penalty: 5989.381348
	Iteration 72Q: 3 clusters Score -2.141344e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 169630 members 
Entering Unmasked Estep 
Score: -21413458.000000 Penalty: 5989.381348
	Iteration 73Q: 3 clusters Score -2.141346e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 169652 members 
Entering Unmasked Estep 
Score: -21413454.000000 Penalty: 5989.381348
	Iteration 74Q: 3 clusters Score -2.141345e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 169680 members 
Entering Unmasked Estep 
Score: -21413472.000000 Penalty: 5989.381348
	Iteration 75Q: 3 clusters Score -2.141347e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 169712 members 
Entering Unmasked Estep 
Score: -21413474.000000 Penalty: 5989.381348
	Iteration 76Q: 3 clusters Score -2.141347e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 169738 members 
Entering Unmasked Estep 
Score: -21413480.000000 Penalty: 5989.381348
	Iteration 77Q: 3 clusters Score -2.141348e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 169766 members 
Entering Unmasked Estep 
Score: -21413498.000000 Penalty: 5989.381348
	Iteration 78Q: 3 clusters Score -2.14135e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 169794 members 
Entering Unmasked Estep 
Score: -21413462.000000 Penalty: 5989.381348
	Iteration 79Q: 3 clusters Score -2.141346e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 169823 members 
Entering Unmasked Estep 
Score: -21413468.000000 Penalty: 5989.381348
	Iteration 80F: 3 clusters Score -2.141347e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 169858 members 
Entering Unmasked Estep 
Score: -21413466.000000 Penalty: 5989.381348
	Iteration 81Q: 3 clusters Score -2.141347e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 169888 members 
Entering Unmasked Estep 
Score: -21413482.000000 Penalty: 5989.381348
	Iteration 82Q: 3 clusters Score -2.141348e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 169916 members 
Entering Unmasked Estep 
Score: -21413480.000000 Penalty: 5989.381348
	Iteration 83Q: 3 clusters Score -2.141348e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 169940 members 
Entering Unmasked Estep 
Score: -21413486.000000 Penalty: 5989.381348
	Iteration 84Q: 3 clusters Score -2.141349e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 169963 members 
Entering Unmasked Estep 
Score: -21413486.000000 Penalty: 5989.381348
	Iteration 85Q: 3 clusters Score -2.141349e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 169987 members 
Entering Unmasked Estep 
Score: -21413478.000000 Penalty: 5989.381348
	Iteration 86Q: 3 clusters Score -2.141348e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 170011 members 
Entering Unmasked Estep 
Score: -21413480.000000 Penalty: 5989.381348
	Iteration 87Q: 3 clusters Score -2.141348e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 170033 members 
Entering Unmasked Estep 
Score: -21413478.000000 Penalty: 5989.381348
	Iteration 88Q: 3 clusters Score -2.141348e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 170051 members 
Entering Unmasked Estep 
Score: -21413494.000000 Penalty: 5989.381348
	Iteration 89Q: 3 clusters Score -2.141349e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 170063 members 
Entering Unmasked Estep 
Score: -21413492.000000 Penalty: 5989.381348
	Iteration 90Q: 3 clusters Score -2.141349e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 170074 members 
Entering Unmasked Estep 
Score: -21413502.000000 Penalty: 5989.381348
	Iteration 91Q: 3 clusters Score -2.14135e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 170087 members 
Entering Unmasked Estep 
Score: -21413494.000000 Penalty: 5989.381348
	Iteration 92Q: 3 clusters Score -2.141349e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 170098 members 
Entering Unmasked Estep 
Score: -21413496.000000 Penalty: 5989.381348
	Iteration 93Q: 3 clusters Score -2.14135e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 170108 members 
Entering Unmasked Estep 
Score: -21413490.000000 Penalty: 5989.381348
	Iteration 94Q: 3 clusters Score -2.141349e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 170115 members 
Entering Unmasked Estep 
Score: -21413492.000000 Penalty: 5989.381348
	Iteration 95Q: 3 clusters Score -2.141349e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 170119 members 
Entering Unmasked Estep 
Score: -21413500.000000 Penalty: 5989.381348
	Iteration 96Q: 3 clusters Score -2.14135e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 170121 members 
Entering Unmasked Estep 
Score: -21413492.000000 Penalty: 5989.381348
	Iteration 97Q: 3 clusters Score -2.141349e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 170125 members 
Entering Unmasked Estep 
Score: -21413508.000000 Penalty: 5989.381348
	Iteration 98Q: 3 clusters Score -2.141351e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 170130 members 
Entering Unmasked Estep 
Score: -21413496.000000 Penalty: 5989.381348
	Iteration 99Q: 3 clusters Score -2.14135e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 170136 members 
Entering Unmasked Estep 
Score: -21413490.000000 Penalty: 5989.381348
	Iteration 100F: 3 clusters Score -2.141349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 170138 members 
Entering Unmasked Estep 
Score: -21413482.000000 Penalty: 5989.381348
	Iteration 101Q: 3 clusters Score -2.141348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 170140 members 
Entering Unmasked Estep 
Score: -21413484.000000 Penalty: 5989.381348
	Iteration 102Q: 3 clusters Score -2.141348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 170142 members 
Entering Unmasked Estep 
Score: -21413490.000000 Penalty: 5989.381348
	Iteration 103Q: 3 clusters Score -2.141349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 170145 members 
Entering Unmasked Estep 
Score: -21413478.000000 Penalty: 5989.381348
	Iteration 104Q: 3 clusters Score -2.141348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 170147 members 
Entering Unmasked Estep 
Score: -21413476.000000 Penalty: 5989.381348
	Iteration 105Q: 3 clusters Score -2.141348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 170150 members 
Entering Unmasked Estep 
Score: -21413476.000000 Penalty: 5989.381348
	Iteration 106Q: 3 clusters Score -2.141348e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 170156 members 
Entering Unmasked Estep 
Score: -21413488.000000 Penalty: 5989.381348
	Iteration 107Q: 3 clusters Score -2.141349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 170158 members 
Entering Unmasked Estep 
Score: -21413484.000000 Penalty: 5989.381348
	Iteration 108Q: 3 clusters Score -2.141348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 170160 members 
Entering Unmasked Estep 
Score: -21413486.000000 Penalty: 5989.381348
	Iteration 109Q: 3 clusters Score -2.141349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 170162 members 
Entering Unmasked Estep 
Score: -21413488.000000 Penalty: 5989.381348
	Iteration 110Q: 3 clusters Score -2.141349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 170164 members 
Entering Unmasked Estep 
Score: -21413498.000000 Penalty: 5989.381348
	Iteration 111Q: 3 clusters Score -2.14135e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 170166 members 
Entering Unmasked Estep 
Score: -21413486.000000 Penalty: 5989.381348
	Iteration 112Q: 3 clusters Score -2.141349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 170169 members 
Entering Unmasked Estep 
Score: -21413494.000000 Penalty: 5989.381348
	Iteration 113Q: 3 clusters Score -2.141349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 170172 members 
Entering Unmasked Estep 
Score: -21413502.000000 Penalty: 5989.381348
	Iteration 114Q: 3 clusters Score -2.14135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 170175 members 
Entering Unmasked Estep 
Score: -21413494.000000 Penalty: 5989.381348
	Iteration 115Q: 3 clusters Score -2.141349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 170178 members 
Entering Unmasked Estep 
Score: -21413484.000000 Penalty: 5989.381348
	Iteration 116Q: 3 clusters Score -2.141348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 170179 members 
Entering Unmasked Estep 
Score: -21413478.000000 Penalty: 5989.381348
	Iteration 117Q: 3 clusters Score -2.141348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 170181 members 
Entering Unmasked Estep 
Score: -21413486.000000 Penalty: 5989.381348
	Iteration 118Q: 3 clusters Score -2.141349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 170182 members 
Entering Unmasked Estep 
Score: -21413486.000000 Penalty: 5989.381348
	Iteration 119Q: 3 clusters Score -2.141349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 170184 members 
Entering Unmasked Estep 
Score: -21413488.000000 Penalty: 5989.381348
	Iteration 120F: 3 clusters Score -2.141349e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (92756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92756 members 
Entering Unmasked Estep 
Score: -11327480.000000 Penalty: 2836.556641
	Iteration 0F: 2 clusters Score -1.132748e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46202 members 
Mstep: Class 2 contains 46554 members 
Entering Unmasked Estep 
Score: -11265223.000000 Penalty: 5673.113281
	Iteration 0F: 3 clusters Score -1.126522e+07 nChanged 44036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43578 members 
Mstep: Class 2 contains 49178 members 
Entering Unmasked Estep 
Score: -11290844.000000 Penalty: 5673.113281
	Iteration 1F: 3 clusters Score -1.129084e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41637 members 
Mstep: Class 2 contains 51119 members 
Entering Unmasked Estep 
Score: -11292047.000000 Penalty: 5673.113281
	Iteration 2Q: 3 clusters Score -1.129205e+07 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38666 members 
Mstep: Class 2 contains 54090 members 
Entering Unmasked Estep 
Score: -11294151.000000 Penalty: 5673.113281
	Iteration 3Q: 3 clusters Score -1.129415e+07 nChanged 5539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 58321 members 
Entering Unmasked Estep 
Score: -11297108.000000 Penalty: 5673.113281
	Iteration 4F: 3 clusters Score -1.129711e+07 nChanged 6368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29125 members 
Mstep: Class 2 contains 63631 members 
Entering Unmasked Estep 
Score: -11301163.000000 Penalty: 5673.113281
	Iteration 5F: 3 clusters Score -1.130116e+07 nChanged 6888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 69879 members 
Entering Unmasked Estep 
Score: -11306295.000000 Penalty: 5673.113281
	Iteration 6F: 3 clusters Score -1.13063e+07 nChanged 6666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 76205 members 
Entering Unmasked Estep 
Score: -11311528.000000 Penalty: 5673.113281
	Iteration 7F: 3 clusters Score -1.131153e+07 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 81809 members 
Entering Unmasked Estep 
Score: -11316340.000000 Penalty: 5673.113281
	Iteration 8F: 3 clusters Score -1.131634e+07 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 86128 members 
Entering Unmasked Estep 
Score: -11320090.000000 Penalty: 5673.113281
	Iteration 9Q: 3 clusters Score -1.132009e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 88980 members 
Entering Unmasked Estep 
Score: -11322446.000000 Penalty: 5673.113281
	Iteration 10Q: 3 clusters Score -1.132245e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 90585 members 
Entering Unmasked Estep 
Score: -11323686.000000 Penalty: 5673.113281
	Iteration 11Q: 3 clusters Score -1.132369e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 91402 members 
Entering Unmasked Estep 
Score: -11324287.000000 Penalty: 5673.113281
	Iteration 12Q: 3 clusters Score -1.132429e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 91803 members 
Entering Unmasked Estep 
Score: -11324593.000000 Penalty: 5673.113281
	Iteration 13Q: 3 clusters Score -1.132459e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 91998 members 
Entering Unmasked Estep 
Score: -11324788.000000 Penalty: 5673.113281
	Iteration 14Q: 3 clusters Score -1.132479e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 92077 members 
Entering Unmasked Estep 
Score: -11324843.000000 Penalty: 5673.113281
	Iteration 15Q: 3 clusters Score -1.132484e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 92138 members 
Entering Unmasked Estep 
Score: -11324884.000000 Penalty: 5673.113281
	Iteration 16Q: 3 clusters Score -1.132488e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 92185 members 
Entering Unmasked Estep 
Score: -11324942.000000 Penalty: 5673.113281
	Iteration 17Q: 3 clusters Score -1.132494e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 92211 members 
Entering Unmasked Estep 
Score: -11324975.000000 Penalty: 5673.113281
	Iteration 18Q: 3 clusters Score -1.132498e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 92232 members 
Entering Unmasked Estep 
Score: -11324984.000000 Penalty: 5673.113281
	Iteration 19Q: 3 clusters Score -1.132498e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 92246 members 
Entering Unmasked Estep 
Score: -11324986.000000 Penalty: 5673.113281
	Iteration 20F: 3 clusters Score -1.132499e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 92255 members 
Entering Unmasked Estep 
Score: -11324996.000000 Penalty: 5673.113281
	Iteration 21Q: 3 clusters Score -1.1325e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 92266 members 
Entering Unmasked Estep 
Score: -11325022.000000 Penalty: 5673.113281
	Iteration 22Q: 3 clusters Score -1.132502e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 92269 members 
Entering Unmasked Estep 
Score: -11325010.000000 Penalty: 5673.113281
	Iteration 23Q: 3 clusters Score -1.132501e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 92275 members 
Entering Unmasked Estep 
Score: -11325015.000000 Penalty: 5673.113281
	Iteration 24Q: 3 clusters Score -1.132502e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 92280 members 
Entering Unmasked Estep 
Score: -11325014.000000 Penalty: 5673.113281
	Iteration 25Q: 3 clusters Score -1.132501e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 92284 members 
Entering Unmasked Estep 
Score: -11325029.000000 Penalty: 5673.113281
	Iteration 26Q: 3 clusters Score -1.132503e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 92287 members 
Entering Unmasked Estep 
Score: -11325025.000000 Penalty: 5673.113281
	Iteration 27Q: 3 clusters Score -1.132502e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 92288 members 
Entering Unmasked Estep 
Score: -11325025.000000 Penalty: 5673.113281
	Iteration 28Q: 3 clusters Score -1.132502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 92290 members 
Entering Unmasked Estep 
Score: -11325017.000000 Penalty: 5673.113281
	Iteration 29Q: 3 clusters Score -1.132502e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 92291 members 
Entering Unmasked Estep 
Score: -11325026.000000 Penalty: 5673.113281
	Iteration 30Q: 3 clusters Score -1.132503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 92292 members 
Entering Unmasked Estep 
Score: -11325027.000000 Penalty: 5673.113281
	Iteration 31Q: 3 clusters Score -1.132503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 92293 members 
Entering Unmasked Estep 
Score: -11325021.000000 Penalty: 5673.113281
	Iteration 32Q: 3 clusters Score -1.132502e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 92293 members 
Entering Unmasked Estep 
Score: -11325021.000000 Penalty: 5673.113281
	Iteration 33F: 3 clusters Score -1.132502e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Entering Unmasked Estep 
Score: -994069.875000 Penalty: 2251.614746
	Iteration 0F: 2 clusters Score -994069.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -987193.312500 Penalty: 4503.229492
	Iteration 0F: 3 clusters Score -987193.3 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -989277.187500 Penalty: 4503.229492
	Iteration 1F: 3 clusters Score -989277.2 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -989687.937500 Penalty: 4503.229492
	Iteration 2F: 3 clusters Score -989687.9 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -990039.500000 Penalty: 4503.229492
	Iteration 3F: 3 clusters Score -990039.5 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -990418.500000 Penalty: 4503.229492
	Iteration 4F: 3 clusters Score -990418.5 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -990944.937500 Penalty: 4503.229492
	Iteration 5F: 3 clusters Score -990944.9 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -991520.125000 Penalty: 4503.229492
	Iteration 6F: 3 clusters Score -991520.1 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -992075.812500 Penalty: 4503.229492
	Iteration 7F: 3 clusters Score -992075.8 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -992520.000000 Penalty: 4503.229492
	Iteration 8F: 3 clusters Score -992520 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -992809.312500 Penalty: 4503.229492
	Iteration 9Q: 3 clusters Score -992809.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -992960.812500 Penalty: 4503.229492
	Iteration 10Q: 3 clusters Score -992960.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -993056.562500 Penalty: 4503.229492
	Iteration 11Q: 3 clusters Score -993056.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -993120.875000 Penalty: 4503.229492
	Iteration 12Q: 3 clusters Score -993120.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -993174.500000 Penalty: 4503.229492
	Iteration 13Q: 3 clusters Score -993174.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -993222.625000 Penalty: 4503.229492
	Iteration 14Q: 3 clusters Score -993222.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -993267.562500 Penalty: 4503.229492
	Iteration 15Q: 3 clusters Score -993267.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -993313.500000 Penalty: 4503.229492
	Iteration 16Q: 3 clusters Score -993313.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -993352.562500 Penalty: 4503.229492
	Iteration 17Q: 3 clusters Score -993352.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -993395.125000 Penalty: 4503.229492
	Iteration 18Q: 3 clusters Score -993395.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -993430.812500 Penalty: 4503.229492
	Iteration 19Q: 3 clusters Score -993430.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -993468.687500 Penalty: 4503.229492
	Iteration 20F: 3 clusters Score -993468.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -993504.687500 Penalty: 4503.229492
	Iteration 21Q: 3 clusters Score -993504.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -993523.812500 Penalty: 4503.229492
	Iteration 22Q: 3 clusters Score -993523.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -993538.875000 Penalty: 4503.229492
	Iteration 23Q: 3 clusters Score -993538.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -993552.375000 Penalty: 4503.229492
	Iteration 24Q: 3 clusters Score -993552.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -993565.125000 Penalty: 4503.229492
	Iteration 25Q: 3 clusters Score -993565.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -993575.187500 Penalty: 4503.229492
	Iteration 26Q: 3 clusters Score -993575.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -993577.687500 Penalty: 4503.229492
	Iteration 27Q: 3 clusters Score -993577.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -993583.562500 Penalty: 4503.229492
	Iteration 28Q: 3 clusters Score -993583.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -993591.687500 Penalty: 4503.229492
	Iteration 29Q: 3 clusters Score -993591.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -993597.125000 Penalty: 4503.229492
	Iteration 30Q: 3 clusters Score -993597.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -993597.250000 Penalty: 4503.229492
	Iteration 31Q: 3 clusters Score -993597.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -993597.000000 Penalty: 4503.229492
	Iteration 32Q: 3 clusters Score -993597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -993601.312500 Penalty: 4503.229492
	Iteration 33Q: 3 clusters Score -993601.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -993603.937500 Penalty: 4503.229492
	Iteration 34Q: 3 clusters Score -993603.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -993602.187500 Penalty: 4503.229492
	Iteration 35Q: 3 clusters Score -993602.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -993605.125000 Penalty: 4503.229492
	Iteration 36Q: 3 clusters Score -993605.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -993605.625000 Penalty: 4503.229492
	Iteration 37Q: 3 clusters Score -993605.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -993606.687500 Penalty: 4503.229492
	Iteration 38Q: 3 clusters Score -993606.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -993608.062500 Penalty: 4503.229492
	Iteration 39Q: 3 clusters Score -993608.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -993611.250000 Penalty: 4503.229492
	Iteration 40F: 3 clusters Score -993611.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -993610.437500 Penalty: 4503.229492
	Iteration 41Q: 3 clusters Score -993610.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -993610.125000 Penalty: 4503.229492
	Iteration 42Q: 3 clusters Score -993610.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -993610.125000 Penalty: 4503.229492
	Iteration 43F: 3 clusters Score -993610.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (228720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228720 members 
Entering Unmasked Estep 
Score: -28243462.000000 Penalty: 3060.383057
	Iteration 0F: 2 clusters Score -2.824346e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114424 members 
Mstep: Class 2 contains 114296 members 
Entering Unmasked Estep 
Score: -28097336.000000 Penalty: 6120.766113
	Iteration 0F: 3 clusters Score -2.809734e+07 nChanged 110116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114908 members 
Mstep: Class 2 contains 113812 members 
Entering Unmasked Estep 
Score: -28162228.000000 Penalty: 6120.766113
	Iteration 1F: 3 clusters Score -2.816223e+07 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114901 members 
Mstep: Class 2 contains 113819 members 
Entering Unmasked Estep 
Score: -28163130.000000 Penalty: 6120.766113
	Iteration 2Q: 3 clusters Score -2.816313e+07 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114936 members 
Mstep: Class 2 contains 113784 members 
Entering Unmasked Estep 
Score: -28164338.000000 Penalty: 6120.766113
	Iteration 3Q: 3 clusters Score -2.816434e+07 nChanged 6577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115127 members 
Mstep: Class 2 contains 113593 members 
Entering Unmasked Estep 
Score: -28166062.000000 Penalty: 6120.766113
	Iteration 4Q: 3 clusters Score -2.816606e+07 nChanged 7454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115411 members 
Mstep: Class 2 contains 113309 members 
Entering Unmasked Estep 
Score: -28168558.000000 Penalty: 6120.766113
	Iteration 5Q: 3 clusters Score -2.816856e+07 nChanged 8767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115852 members 
Mstep: Class 2 contains 112868 members 
Entering Unmasked Estep 
Score: -28172494.000000 Penalty: 6120.766113
	Iteration 6Q: 3 clusters Score -2.817249e+07 nChanged 10649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116135 members 
Mstep: Class 2 contains 112585 members 
Entering Unmasked Estep 
Score: -28178122.000000 Penalty: 6120.766113
	Iteration 7Q: 3 clusters Score -2.817812e+07 nChanged 12992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116149 members 
Mstep: Class 2 contains 112571 members 
Entering Unmasked Estep 
Score: -28186892.000000 Penalty: 6120.766113
	Iteration 8F: 3 clusters Score -2.818689e+07 nChanged 15305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115462 members 
Mstep: Class 2 contains 113258 members 
Entering Unmasked Estep 
Score: -28198976.000000 Penalty: 6120.766113
	Iteration 9F: 3 clusters Score -2.819898e+07 nChanged 15798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114016 members 
Mstep: Class 2 contains 114704 members 
Entering Unmasked Estep 
Score: -28211198.000000 Penalty: 6120.766113
	Iteration 10F: 3 clusters Score -2.82112e+07 nChanged 13058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112300 members 
Mstep: Class 2 contains 116420 members 
Entering Unmasked Estep 
Score: -28218844.000000 Penalty: 6120.766113
	Iteration 11F: 3 clusters Score -2.821884e+07 nChanged 8327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110635 members 
Mstep: Class 2 contains 118085 members 
Entering Unmasked Estep 
Score: -28221892.000000 Penalty: 6120.766113
	Iteration 12Q: 3 clusters Score -2.822189e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109145 members 
Mstep: Class 2 contains 119575 members 
Entering Unmasked Estep 
Score: -28223778.000000 Penalty: 6120.766113
	Iteration 13Q: 3 clusters Score -2.822378e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107553 members 
Mstep: Class 2 contains 121167 members 
Entering Unmasked Estep 
Score: -28225304.000000 Penalty: 6120.766113
	Iteration 14Q: 3 clusters Score -2.82253e+07 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105871 members 
Mstep: Class 2 contains 122849 members 
Entering Unmasked Estep 
Score: -28226848.000000 Penalty: 6120.766113
	Iteration 15Q: 3 clusters Score -2.822685e+07 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104105 members 
Mstep: Class 2 contains 124615 members 
Entering Unmasked Estep 
Score: -28228372.000000 Penalty: 6120.766113
	Iteration 16Q: 3 clusters Score -2.822837e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102453 members 
Mstep: Class 2 contains 126267 members 
Entering Unmasked Estep 
Score: -28229558.000000 Penalty: 6120.766113
	Iteration 17Q: 3 clusters Score -2.822956e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100868 members 
Mstep: Class 2 contains 127852 members 
Entering Unmasked Estep 
Score: -28230510.000000 Penalty: 6120.766113
	Iteration 18Q: 3 clusters Score -2.823051e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99430 members 
Mstep: Class 2 contains 129290 members 
Entering Unmasked Estep 
Score: -28231182.000000 Penalty: 6120.766113
	Iteration 19Q: 3 clusters Score -2.823118e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98111 members 
Mstep: Class 2 contains 130609 members 
Entering Unmasked Estep 
Score: -28231976.000000 Penalty: 6120.766113
	Iteration 20F: 3 clusters Score -2.823198e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96892 members 
Mstep: Class 2 contains 131828 members 
Entering Unmasked Estep 
Score: -28232552.000000 Penalty: 6120.766113
	Iteration 21Q: 3 clusters Score -2.823255e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95749 members 
Mstep: Class 2 contains 132971 members 
Entering Unmasked Estep 
Score: -28232780.000000 Penalty: 6120.766113
	Iteration 22Q: 3 clusters Score -2.823278e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94665 members 
Mstep: Class 2 contains 134055 members 
Entering Unmasked Estep 
Score: -28233044.000000 Penalty: 6120.766113
	Iteration 23Q: 3 clusters Score -2.823304e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93536 members 
Mstep: Class 2 contains 135184 members 
Entering Unmasked Estep 
Score: -28233320.000000 Penalty: 6120.766113
	Iteration 24Q: 3 clusters Score -2.823332e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92439 members 
Mstep: Class 2 contains 136281 members 
Entering Unmasked Estep 
Score: -28233492.000000 Penalty: 6120.766113
	Iteration 25Q: 3 clusters Score -2.823349e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91334 members 
Mstep: Class 2 contains 137386 members 
Entering Unmasked Estep 
Score: -28233572.000000 Penalty: 6120.766113
	Iteration 26Q: 3 clusters Score -2.823357e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90209 members 
Mstep: Class 2 contains 138511 members 
Entering Unmasked Estep 
Score: -28233744.000000 Penalty: 6120.766113
	Iteration 27Q: 3 clusters Score -2.823374e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89096 members 
Mstep: Class 2 contains 139624 members 
Entering Unmasked Estep 
Score: -28233898.000000 Penalty: 6120.766113
	Iteration 28Q: 3 clusters Score -2.82339e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88013 members 
Mstep: Class 2 contains 140707 members 
Entering Unmasked Estep 
Score: -28233942.000000 Penalty: 6120.766113
	Iteration 29Q: 3 clusters Score -2.823394e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86967 members 
Mstep: Class 2 contains 141753 members 
Entering Unmasked Estep 
Score: -28233958.000000 Penalty: 6120.766113
	Iteration 30Q: 3 clusters Score -2.823396e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85903 members 
Mstep: Class 2 contains 142817 members 
Entering Unmasked Estep 
Score: -28234060.000000 Penalty: 6120.766113
	Iteration 31Q: 3 clusters Score -2.823406e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84828 members 
Mstep: Class 2 contains 143892 members 
Entering Unmasked Estep 
Score: -28234042.000000 Penalty: 6120.766113
	Iteration 32Q: 3 clusters Score -2.823404e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83727 members 
Mstep: Class 2 contains 144993 members 
Entering Unmasked Estep 
Score: -28234080.000000 Penalty: 6120.766113
	Iteration 33Q: 3 clusters Score -2.823408e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82579 members 
Mstep: Class 2 contains 146141 members 
Entering Unmasked Estep 
Score: -28234226.000000 Penalty: 6120.766113
	Iteration 34Q: 3 clusters Score -2.823423e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81421 members 
Mstep: Class 2 contains 147299 members 
Entering Unmasked Estep 
Score: -28234264.000000 Penalty: 6120.766113
	Iteration 35Q: 3 clusters Score -2.823426e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80239 members 
Mstep: Class 2 contains 148481 members 
Entering Unmasked Estep 
Score: -28234344.000000 Penalty: 6120.766113
	Iteration 36Q: 3 clusters Score -2.823434e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79025 members 
Mstep: Class 2 contains 149695 members 
Entering Unmasked Estep 
Score: -28234338.000000 Penalty: 6120.766113
	Iteration 37Q: 3 clusters Score -2.823434e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77822 members 
Mstep: Class 2 contains 150898 members 
Entering Unmasked Estep 
Score: -28234402.000000 Penalty: 6120.766113
	Iteration 38Q: 3 clusters Score -2.82344e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76613 members 
Mstep: Class 2 contains 152107 members 
Entering Unmasked Estep 
Score: -28234550.000000 Penalty: 6120.766113
	Iteration 39Q: 3 clusters Score -2.823455e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75370 members 
Mstep: Class 2 contains 153350 members 
Entering Unmasked Estep 
Score: -28234618.000000 Penalty: 6120.766113
	Iteration 40F: 3 clusters Score -2.823462e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74037 members 
Mstep: Class 2 contains 154683 members 
Entering Unmasked Estep 
Score: -28234756.000000 Penalty: 6120.766113
	Iteration 41Q: 3 clusters Score -2.823476e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72664 members 
Mstep: Class 2 contains 156056 members 
Entering Unmasked Estep 
Score: -28234818.000000 Penalty: 6120.766113
	Iteration 42Q: 3 clusters Score -2.823482e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71242 members 
Mstep: Class 2 contains 157478 members 
Entering Unmasked Estep 
Score: -28234850.000000 Penalty: 6120.766113
	Iteration 43Q: 3 clusters Score -2.823485e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69803 members 
Mstep: Class 2 contains 158917 members 
Entering Unmasked Estep 
Score: -28234968.000000 Penalty: 6120.766113
	Iteration 44Q: 3 clusters Score -2.823497e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68336 members 
Mstep: Class 2 contains 160384 members 
Entering Unmasked Estep 
Score: -28235242.000000 Penalty: 6120.766113
	Iteration 45Q: 3 clusters Score -2.823524e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66829 members 
Mstep: Class 2 contains 161891 members 
Entering Unmasked Estep 
Score: -28235332.000000 Penalty: 6120.766113
	Iteration 46Q: 3 clusters Score -2.823533e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65376 members 
Mstep: Class 2 contains 163344 members 
Entering Unmasked Estep 
Score: -28235458.000000 Penalty: 6120.766113
	Iteration 47Q: 3 clusters Score -2.823546e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63871 members 
Mstep: Class 2 contains 164849 members 
Entering Unmasked Estep 
Score: -28235684.000000 Penalty: 6120.766113
	Iteration 48Q: 3 clusters Score -2.823568e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62342 members 
Mstep: Class 2 contains 166378 members 
Entering Unmasked Estep 
Score: -28235724.000000 Penalty: 6120.766113
	Iteration 49Q: 3 clusters Score -2.823572e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60805 members 
Mstep: Class 2 contains 167915 members 
Entering Unmasked Estep 
Score: -28235860.000000 Penalty: 6120.766113
	Iteration 50Q: 3 clusters Score -2.823586e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59212 members 
Mstep: Class 2 contains 169508 members 
Entering Unmasked Estep 
Score: -28236010.000000 Penalty: 6120.766113
	Iteration 51Q: 3 clusters Score -2.823601e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57535 members 
Mstep: Class 2 contains 171185 members 
Entering Unmasked Estep 
Score: -28236016.000000 Penalty: 6120.766113
	Iteration 52Q: 3 clusters Score -2.823602e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55773 members 
Mstep: Class 2 contains 172947 members 
Entering Unmasked Estep 
Score: -28236186.000000 Penalty: 6120.766113
	Iteration 53Q: 3 clusters Score -2.823619e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53891 members 
Mstep: Class 2 contains 174829 members 
Entering Unmasked Estep 
Score: -28236360.000000 Penalty: 6120.766113
	Iteration 54Q: 3 clusters Score -2.823636e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51934 members 
Mstep: Class 2 contains 176786 members 
Entering Unmasked Estep 
Score: -28236474.000000 Penalty: 6120.766113
	Iteration 55Q: 3 clusters Score -2.823647e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49962 members 
Mstep: Class 2 contains 178758 members 
Entering Unmasked Estep 
Score: -28236608.000000 Penalty: 6120.766113
	Iteration 56Q: 3 clusters Score -2.823661e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48022 members 
Mstep: Class 2 contains 180698 members 
Entering Unmasked Estep 
Score: -28236766.000000 Penalty: 6120.766113
	Iteration 57Q: 3 clusters Score -2.823677e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46029 members 
Mstep: Class 2 contains 182691 members 
Entering Unmasked Estep 
Score: -28236898.000000 Penalty: 6120.766113
	Iteration 58Q: 3 clusters Score -2.82369e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44027 members 
Mstep: Class 2 contains 184693 members 
Entering Unmasked Estep 
Score: -28236936.000000 Penalty: 6120.766113
	Iteration 59Q: 3 clusters Score -2.823694e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41940 members 
Mstep: Class 2 contains 186780 members 
Entering Unmasked Estep 
Score: -28237056.000000 Penalty: 6120.766113
	Iteration 60F: 3 clusters Score -2.823706e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 188867 members 
Entering Unmasked Estep 
Score: -28237024.000000 Penalty: 6120.766113
	Iteration 61Q: 3 clusters Score -2.823702e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37768 members 
Mstep: Class 2 contains 190952 members 
Entering Unmasked Estep 
Score: -28236962.000000 Penalty: 6120.766113
	Iteration 62Q: 3 clusters Score -2.823696e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35722 members 
Mstep: Class 2 contains 192998 members 
Entering Unmasked Estep 
Score: -28237010.000000 Penalty: 6120.766113
	Iteration 63Q: 3 clusters Score -2.823701e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 194959 members 
Entering Unmasked Estep 
Score: -28237172.000000 Penalty: 6120.766113
	Iteration 64Q: 3 clusters Score -2.823717e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31766 members 
Mstep: Class 2 contains 196954 members 
Entering Unmasked Estep 
Score: -28237346.000000 Penalty: 6120.766113
	Iteration 65Q: 3 clusters Score -2.823735e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29636 members 
Mstep: Class 2 contains 199084 members 
Entering Unmasked Estep 
Score: -28237684.000000 Penalty: 6120.766113
	Iteration 66Q: 3 clusters Score -2.823768e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 201184 members 
Entering Unmasked Estep 
Score: -28237764.000000 Penalty: 6120.766113
	Iteration 67Q: 3 clusters Score -2.823776e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25513 members 
Mstep: Class 2 contains 203207 members 
Entering Unmasked Estep 
Score: -28237886.000000 Penalty: 6120.766113
	Iteration 68Q: 3 clusters Score -2.823789e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 205204 members 
Entering Unmasked Estep 
Score: -28238090.000000 Penalty: 6120.766113
	Iteration 69Q: 3 clusters Score -2.823809e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 207158 members 
Entering Unmasked Estep 
Score: -28238288.000000 Penalty: 6120.766113
	Iteration 70Q: 3 clusters Score -2.823829e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 209106 members 
Entering Unmasked Estep 
Score: -28238452.000000 Penalty: 6120.766113
	Iteration 71Q: 3 clusters Score -2.823845e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 210985 members 
Entering Unmasked Estep 
Score: -28238740.000000 Penalty: 6120.766113
	Iteration 72Q: 3 clusters Score -2.823874e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 212680 members 
Entering Unmasked Estep 
Score: -28238840.000000 Penalty: 6120.766113
	Iteration 73Q: 3 clusters Score -2.823884e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 214246 members 
Entering Unmasked Estep 
Score: -28239070.000000 Penalty: 6120.766113
	Iteration 74Q: 3 clusters Score -2.823907e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 215732 members 
Entering Unmasked Estep 
Score: -28239186.000000 Penalty: 6120.766113
	Iteration 75Q: 3 clusters Score -2.823919e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 217151 members 
Entering Unmasked Estep 
Score: -28239362.000000 Penalty: 6120.766113
	Iteration 76Q: 3 clusters Score -2.823936e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 218505 members 
Entering Unmasked Estep 
Score: -28239662.000000 Penalty: 6120.766113
	Iteration 77Q: 3 clusters Score -2.823966e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 219746 members 
Entering Unmasked Estep 
Score: -28239870.000000 Penalty: 6120.766113
	Iteration 78Q: 3 clusters Score -2.823987e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 220856 members 
Entering Unmasked Estep 
Score: -28240144.000000 Penalty: 6120.766113
	Iteration 79Q: 3 clusters Score -2.824014e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 221870 members 
Entering Unmasked Estep 
Score: -28240266.000000 Penalty: 6120.766113
	Iteration 80F: 3 clusters Score -2.824027e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 222797 members 
Entering Unmasked Estep 
Score: -28240352.000000 Penalty: 6120.766113
	Iteration 81Q: 3 clusters Score -2.824035e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 223537 members 
Entering Unmasked Estep 
Score: -28240532.000000 Penalty: 6120.766113
	Iteration 82Q: 3 clusters Score -2.824053e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 224204 members 
Entering Unmasked Estep 
Score: -28240640.000000 Penalty: 6120.766113
	Iteration 83Q: 3 clusters Score -2.824064e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 224749 members 
Entering Unmasked Estep 
Score: -28240668.000000 Penalty: 6120.766113
	Iteration 84Q: 3 clusters Score -2.824067e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 225226 members 
Entering Unmasked Estep 
Score: -28240664.000000 Penalty: 6120.766113
	Iteration 85Q: 3 clusters Score -2.824066e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 225646 members 
Entering Unmasked Estep 
Score: -28240690.000000 Penalty: 6120.766113
	Iteration 86Q: 3 clusters Score -2.824069e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 226018 members 
Entering Unmasked Estep 
Score: -28240762.000000 Penalty: 6120.766113
	Iteration 87Q: 3 clusters Score -2.824076e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 226318 members 
Entering Unmasked Estep 
Score: -28240752.000000 Penalty: 6120.766113
	Iteration 88Q: 3 clusters Score -2.824075e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 226561 members 
Entering Unmasked Estep 
Score: -28240800.000000 Penalty: 6120.766113
	Iteration 89Q: 3 clusters Score -2.82408e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 226781 members 
Entering Unmasked Estep 
Score: -28240852.000000 Penalty: 6120.766113
	Iteration 90Q: 3 clusters Score -2.824085e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 226947 members 
Entering Unmasked Estep 
Score: -28240938.000000 Penalty: 6120.766113
	Iteration 91Q: 3 clusters Score -2.824094e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 227081 members 
Entering Unmasked Estep 
Score: -28240952.000000 Penalty: 6120.766113
	Iteration 92Q: 3 clusters Score -2.824095e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 227179 members 
Entering Unmasked Estep 
Score: -28240988.000000 Penalty: 6120.766113
	Iteration 93Q: 3 clusters Score -2.824099e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 227256 members 
Entering Unmasked Estep 
Score: -28241032.000000 Penalty: 6120.766113
	Iteration 94Q: 3 clusters Score -2.824103e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 227325 members 
Entering Unmasked Estep 
Score: -28241078.000000 Penalty: 6120.766113
	Iteration 95Q: 3 clusters Score -2.824108e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 227380 members 
Entering Unmasked Estep 
Score: -28241064.000000 Penalty: 6120.766113
	Iteration 96Q: 3 clusters Score -2.824106e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 227428 members 
Entering Unmasked Estep 
Score: -28241062.000000 Penalty: 6120.766113
	Iteration 97Q: 3 clusters Score -2.824106e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 227463 members 
Entering Unmasked Estep 
Score: -28241070.000000 Penalty: 6120.766113
	Iteration 98Q: 3 clusters Score -2.824107e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 227499 members 
Entering Unmasked Estep 
Score: -28241112.000000 Penalty: 6120.766113
	Iteration 99Q: 3 clusters Score -2.824111e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 227536 members 
Entering Unmasked Estep 
Score: -28241100.000000 Penalty: 6120.766113
	Iteration 100F: 3 clusters Score -2.82411e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 227566 members 
Entering Unmasked Estep 
Score: -28241114.000000 Penalty: 6120.766113
	Iteration 101Q: 3 clusters Score -2.824111e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 227591 members 
Entering Unmasked Estep 
Score: -28241122.000000 Penalty: 6120.766113
	Iteration 102Q: 3 clusters Score -2.824112e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 227611 members 
Entering Unmasked Estep 
Score: -28241152.000000 Penalty: 6120.766113
	Iteration 103Q: 3 clusters Score -2.824115e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 227628 members 
Entering Unmasked Estep 
Score: -28241134.000000 Penalty: 6120.766113
	Iteration 104Q: 3 clusters Score -2.824113e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 227641 members 
Entering Unmasked Estep 
Score: -28241144.000000 Penalty: 6120.766113
	Iteration 105Q: 3 clusters Score -2.824114e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 227650 members 
Entering Unmasked Estep 
Score: -28241126.000000 Penalty: 6120.766113
	Iteration 106Q: 3 clusters Score -2.824113e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 227656 members 
Entering Unmasked Estep 
Score: -28241120.000000 Penalty: 6120.766113
	Iteration 107Q: 3 clusters Score -2.824112e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 227663 members 
Entering Unmasked Estep 
Score: -28241142.000000 Penalty: 6120.766113
	Iteration 108Q: 3 clusters Score -2.824114e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 227673 members 
Entering Unmasked Estep 
Score: -28241144.000000 Penalty: 6120.766113
	Iteration 109Q: 3 clusters Score -2.824114e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 227680 members 
Entering Unmasked Estep 
Score: -28241160.000000 Penalty: 6120.766113
	Iteration 110Q: 3 clusters Score -2.824116e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 227689 members 
Entering Unmasked Estep 
Score: -28241168.000000 Penalty: 6120.766113
	Iteration 111Q: 3 clusters Score -2.824117e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 227701 members 
Entering Unmasked Estep 
Score: -28241160.000000 Penalty: 6120.766113
	Iteration 112Q: 3 clusters Score -2.824116e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 227712 members 
Entering Unmasked Estep 
Score: -28241150.000000 Penalty: 6120.766113
	Iteration 113Q: 3 clusters Score -2.824115e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 227719 members 
Entering Unmasked Estep 
Score: -28241166.000000 Penalty: 6120.766113
	Iteration 114Q: 3 clusters Score -2.824117e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 227727 members 
Entering Unmasked Estep 
Score: -28241162.000000 Penalty: 6120.766113
	Iteration 115Q: 3 clusters Score -2.824116e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 227732 members 
Entering Unmasked Estep 
Score: -28241160.000000 Penalty: 6120.766113
	Iteration 116Q: 3 clusters Score -2.824116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 227733 members 
Entering Unmasked Estep 
Score: -28241144.000000 Penalty: 6120.766113
	Iteration 117Q: 3 clusters Score -2.824114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 227735 members 
Entering Unmasked Estep 
Score: -28241158.000000 Penalty: 6120.766113
	Iteration 118Q: 3 clusters Score -2.824116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 227738 members 
Entering Unmasked Estep 
Score: -28241168.000000 Penalty: 6120.766113
	Iteration 119Q: 3 clusters Score -2.824117e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 227740 members 
Entering Unmasked Estep 
Score: -28241160.000000 Penalty: 6120.766113
	Iteration 120F: 3 clusters Score -2.824116e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 227744 members 
Entering Unmasked Estep 
Score: -28241166.000000 Penalty: 6120.766113
	Iteration 121Q: 3 clusters Score -2.824117e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 227749 members 
Entering Unmasked Estep 
Score: -28241166.000000 Penalty: 6120.766113
	Iteration 122Q: 3 clusters Score -2.824117e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 227756 members 
Entering Unmasked Estep 
Score: -28241142.000000 Penalty: 6120.766113
	Iteration 123Q: 3 clusters Score -2.824114e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 227760 members 
Entering Unmasked Estep 
Score: -28241148.000000 Penalty: 6120.766113
	Iteration 124Q: 3 clusters Score -2.824115e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 227769 members 
Entering Unmasked Estep 
Score: -28241156.000000 Penalty: 6120.766113
	Iteration 125Q: 3 clusters Score -2.824116e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 227777 members 
Entering Unmasked Estep 
Score: -28241150.000000 Penalty: 6120.766113
	Iteration 126Q: 3 clusters Score -2.824115e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 227784 members 
Entering Unmasked Estep 
Score: -28241144.000000 Penalty: 6120.766113
	Iteration 127Q: 3 clusters Score -2.824114e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 227790 members 
Entering Unmasked Estep 
Score: -28241156.000000 Penalty: 6120.766113
	Iteration 128Q: 3 clusters Score -2.824116e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 227796 members 
Entering Unmasked Estep 
Score: -28241158.000000 Penalty: 6120.766113
	Iteration 129Q: 3 clusters Score -2.824116e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 227800 members 
Entering Unmasked Estep 
Score: -28241172.000000 Penalty: 6120.766113
	Iteration 130Q: 3 clusters Score -2.824117e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 227802 members 
Entering Unmasked Estep 
Score: -28241162.000000 Penalty: 6120.766113
	Iteration 131Q: 3 clusters Score -2.824116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 227804 members 
Entering Unmasked Estep 
Score: -28241146.000000 Penalty: 6120.766113
	Iteration 132Q: 3 clusters Score -2.824115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 227807 members 
Entering Unmasked Estep 
Score: -28241146.000000 Penalty: 6120.766113
	Iteration 133Q: 3 clusters Score -2.824115e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 227811 members 
Entering Unmasked Estep 
Score: -28241170.000000 Penalty: 6120.766113
	Iteration 134Q: 3 clusters Score -2.824117e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 227815 members 
Entering Unmasked Estep 
Score: -28241178.000000 Penalty: 6120.766113
	Iteration 135Q: 3 clusters Score -2.824118e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 227822 members 
Entering Unmasked Estep 
Score: -28241178.000000 Penalty: 6120.766113
	Iteration 136Q: 3 clusters Score -2.824118e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 227828 members 
Entering Unmasked Estep 
Score: -28241178.000000 Penalty: 6120.766113
	Iteration 137Q: 3 clusters Score -2.824118e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 227834 members 
Entering Unmasked Estep 
Score: -28241174.000000 Penalty: 6120.766113
	Iteration 138Q: 3 clusters Score -2.824117e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 227839 members 
Entering Unmasked Estep 
Score: -28241176.000000 Penalty: 6120.766113
	Iteration 139Q: 3 clusters Score -2.824118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 227842 members 
Entering Unmasked Estep 
Score: -28241176.000000 Penalty: 6120.766113
	Iteration 140F: 3 clusters Score -2.824118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 227845 members 
Entering Unmasked Estep 
Score: -28241176.000000 Penalty: 6120.766113
	Iteration 141Q: 3 clusters Score -2.824118e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 227847 members 
Entering Unmasked Estep 
Score: -28241174.000000 Penalty: 6120.766113
	Iteration 142Q: 3 clusters Score -2.824117e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 227849 members 
Entering Unmasked Estep 
Score: -28241174.000000 Penalty: 6120.766113
	Iteration 143Q: 3 clusters Score -2.824117e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 227849 members 
Entering Unmasked Estep 
Score: -28241174.000000 Penalty: 6120.766113
	Iteration 144F: 3 clusters Score -2.824117e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (29977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Entering Unmasked Estep 
Score: -3672442.250000 Penalty: 2556.429932
	Iteration 0F: 2 clusters Score -3672442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -3651800.750000 Penalty: 5112.859863
	Iteration 0F: 3 clusters Score -3651801 nChanged 13475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -3659202.500000 Penalty: 5112.859863
	Iteration 1F: 3 clusters Score -3659202 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -3659735.500000 Penalty: 5112.859863
	Iteration 2F: 3 clusters Score -3659736 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -3660299.250000 Penalty: 5112.859863
	Iteration 3Q: 3 clusters Score -3660299 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -3661038.250000 Penalty: 5112.859863
	Iteration 4Q: 3 clusters Score -3661038 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -3662019.250000 Penalty: 5112.859863
	Iteration 5F: 3 clusters Score -3662019 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -3663273.750000 Penalty: 5112.859863
	Iteration 6F: 3 clusters Score -3663274 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -3664962.500000 Penalty: 5112.859863
	Iteration 7F: 3 clusters Score -3664962 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -3666726.250000 Penalty: 5112.859863
	Iteration 8F: 3 clusters Score -3666726 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -3668154.500000 Penalty: 5112.859863
	Iteration 9F: 3 clusters Score -3668154 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
Score: -3669083.250000 Penalty: 5112.859863
	Iteration 10Q: 3 clusters Score -3669083 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 29028 members 
Entering Unmasked Estep 
Score: -3669588.500000 Penalty: 5112.859863
	Iteration 11Q: 3 clusters Score -3669588 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
Score: -3669851.250000 Penalty: 5112.859863
	Iteration 12Q: 3 clusters Score -3669851 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -3670002.500000 Penalty: 5112.859863
	Iteration 13Q: 3 clusters Score -3670002 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 29507 members 
Entering Unmasked Estep 
Score: -3670099.000000 Penalty: 5112.859863
	Iteration 14Q: 3 clusters Score -3670099 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 29546 members 
Entering Unmasked Estep 
Score: -3670161.250000 Penalty: 5112.859863
	Iteration 15Q: 3 clusters Score -3670161 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 29568 members 
Entering Unmasked Estep 
Score: -3670192.000000 Penalty: 5112.859863
	Iteration 16Q: 3 clusters Score -3670192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -3670214.000000 Penalty: 5112.859863
	Iteration 17Q: 3 clusters Score -3670214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 29581 members 
Entering Unmasked Estep 
Score: -3670220.500000 Penalty: 5112.859863
	Iteration 18Q: 3 clusters Score -3670220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -3670226.000000 Penalty: 5112.859863
	Iteration 19Q: 3 clusters Score -3670226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -3670232.250000 Penalty: 5112.859863
	Iteration 20F: 3 clusters Score -3670232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 29591 members 
Entering Unmasked Estep 
Score: -3670229.250000 Penalty: 5112.859863
	Iteration 21Q: 3 clusters Score -3670229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 29594 members 
Entering Unmasked Estep 
Score: -3670232.000000 Penalty: 5112.859863
	Iteration 22Q: 3 clusters Score -3670232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -3670235.250000 Penalty: 5112.859863
	Iteration 23Q: 3 clusters Score -3670235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 29597 members 
Entering Unmasked Estep 
Score: -3670235.500000 Penalty: 5112.859863
	Iteration 24Q: 3 clusters Score -3670236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -3670235.250000 Penalty: 5112.859863
	Iteration 25Q: 3 clusters Score -3670235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -3670237.250000 Penalty: 5112.859863
	Iteration 26Q: 3 clusters Score -3670237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 29601 members 
Entering Unmasked Estep 
Score: -3670236.750000 Penalty: 5112.859863
	Iteration 27Q: 3 clusters Score -3670237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -3670240.000000 Penalty: 5112.859863
	Iteration 28Q: 3 clusters Score -3670240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -3670241.000000 Penalty: 5112.859863
	Iteration 29Q: 3 clusters Score -3670241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -3670247.500000 Penalty: 5112.859863
	Iteration 30Q: 3 clusters Score -3670248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 29601 members 
Entering Unmasked Estep 
Score: -3670250.000000 Penalty: 5112.859863
	Iteration 31Q: 3 clusters Score -3670250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -3670252.000000 Penalty: 5112.859863
	Iteration 32Q: 3 clusters Score -3670252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -3670252.750000 Penalty: 5112.859863
	Iteration 33Q: 3 clusters Score -3670253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -3670260.750000 Penalty: 5112.859863
	Iteration 34Q: 3 clusters Score -3670261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -3670265.500000 Penalty: 5112.859863
	Iteration 35Q: 3 clusters Score -3670266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 29605 members 
Entering Unmasked Estep 
Score: -3670267.250000 Penalty: 5112.859863
	Iteration 36Q: 3 clusters Score -3670267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -3670271.000000 Penalty: 5112.859863
	Iteration 37Q: 3 clusters Score -3670271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -3670271.000000 Penalty: 5112.859863
	Iteration 38F: 3 clusters Score -3670271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Entering Unmasked Estep 
Score: -414677.312500 Penalty: 2025.291992
	Iteration 0F: 2 clusters Score -414677.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -411070.562500 Penalty: 4050.583984
	Iteration 0F: 3 clusters Score -411070.6 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -411951.093750 Penalty: 4050.583984
	Iteration 1F: 3 clusters Score -411951.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -412275.125000 Penalty: 4050.583984
	Iteration 2F: 3 clusters Score -412275.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -412603.718750 Penalty: 4050.583984
	Iteration 3F: 3 clusters Score -412603.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -412978.375000 Penalty: 4050.583984
	Iteration 4F: 3 clusters Score -412978.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -413406.437500 Penalty: 4050.583984
	Iteration 5F: 3 clusters Score -413406.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -413894.781250 Penalty: 4050.583984
	Iteration 6F: 3 clusters Score -413894.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -414278.187500 Penalty: 4050.583984
	Iteration 7F: 3 clusters Score -414278.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -414429.375000 Penalty: 4050.583984
	Iteration 8Q: 3 clusters Score -414429.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -414480.312500 Penalty: 4050.583984
	Iteration 9Q: 3 clusters Score -414480.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -414504.718750 Penalty: 4050.583984
	Iteration 10Q: 3 clusters Score -414504.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -414512.531250 Penalty: 4050.583984
	Iteration 11Q: 3 clusters Score -414512.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -414516.625000 Penalty: 4050.583984
	Iteration 12Q: 3 clusters Score -414516.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -414517.031250 Penalty: 4050.583984
	Iteration 13Q: 3 clusters Score -414517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -414516.812500 Penalty: 4050.583984
	Iteration 14Q: 3 clusters Score -414516.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -414517.593750 Penalty: 4050.583984
	Iteration 15Q: 3 clusters Score -414517.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -414517.593750 Penalty: 4050.583984
	Iteration 16F: 3 clusters Score -414517.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Entering Unmasked Estep 
Score: -618932.937500 Penalty: 2149.627441
	Iteration 0F: 2 clusters Score -618932.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -613976.500000 Penalty: 4299.254883
	Iteration 0F: 3 clusters Score -613976.5 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -615578.062500 Penalty: 4299.254883
	Iteration 1F: 3 clusters Score -615578.1 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -616228.125000 Penalty: 4299.254883
	Iteration 2F: 3 clusters Score -616228.1 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -616759.437500 Penalty: 4299.254883
	Iteration 3F: 3 clusters Score -616759.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -617159.375000 Penalty: 4299.254883
	Iteration 4F: 3 clusters Score -617159.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -617431.437500 Penalty: 4299.254883
	Iteration 5F: 3 clusters Score -617431.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -617623.062500 Penalty: 4299.254883
	Iteration 6Q: 3 clusters Score -617623.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -617773.500000 Penalty: 4299.254883
	Iteration 7Q: 3 clusters Score -617773.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -617875.250000 Penalty: 4299.254883
	Iteration 8Q: 3 clusters Score -617875.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -617926.937500 Penalty: 4299.254883
	Iteration 9Q: 3 clusters Score -617926.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -617955.250000 Penalty: 4299.254883
	Iteration 10Q: 3 clusters Score -617955.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -617975.937500 Penalty: 4299.254883
	Iteration 11Q: 3 clusters Score -617975.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -617987.562500 Penalty: 4299.254883
	Iteration 12Q: 3 clusters Score -617987.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -617995.562500 Penalty: 4299.254883
	Iteration 13Q: 3 clusters Score -617995.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -617999.562500 Penalty: 4299.254883
	Iteration 14Q: 3 clusters Score -617999.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -618003.687500 Penalty: 4299.254883
	Iteration 15Q: 3 clusters Score -618003.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -618008.562500 Penalty: 4299.254883
	Iteration 16Q: 3 clusters Score -618008.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -618016.000000 Penalty: 4299.254883
	Iteration 17Q: 3 clusters Score -618016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -618020.312500 Penalty: 4299.254883
	Iteration 18Q: 3 clusters Score -618020.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -618024.687500 Penalty: 4299.254883
	Iteration 19Q: 3 clusters Score -618024.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -618026.937500 Penalty: 4299.254883
	Iteration 20F: 3 clusters Score -618026.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -618029.375000 Penalty: 4299.254883
	Iteration 21Q: 3 clusters Score -618029.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -618028.937500 Penalty: 4299.254883
	Iteration 22Q: 3 clusters Score -618028.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -618030.187500 Penalty: 4299.254883
	Iteration 23Q: 3 clusters Score -618030.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -618030.625000 Penalty: 4299.254883
	Iteration 24Q: 3 clusters Score -618030.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -618030.562500 Penalty: 4299.254883
	Iteration 25Q: 3 clusters Score -618030.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -618030.562500 Penalty: 4299.254883
	Iteration 26F: 3 clusters Score -618030.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (104015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104015 members 
Entering Unmasked Estep 
Score: -12735340.000000 Penalty: 2864.968018
	Iteration 0F: 2 clusters Score -1.273534e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51842 members 
Mstep: Class 2 contains 52173 members 
Entering Unmasked Estep 
Score: -12665757.000000 Penalty: 5729.936035
	Iteration 0F: 3 clusters Score -1.266576e+07 nChanged 49381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50205 members 
Mstep: Class 2 contains 53810 members 
Entering Unmasked Estep 
Score: -12693876.000000 Penalty: 5729.936035
	Iteration 1F: 3 clusters Score -1.269388e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 54650 members 
Entering Unmasked Estep 
Score: -12695004.000000 Penalty: 5729.936035
	Iteration 2Q: 3 clusters Score -1.2695e+07 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48351 members 
Mstep: Class 2 contains 55664 members 
Entering Unmasked Estep 
Score: -12696523.000000 Penalty: 5729.936035
	Iteration 3Q: 3 clusters Score -1.269652e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47103 members 
Mstep: Class 2 contains 56912 members 
Entering Unmasked Estep 
Score: -12698364.000000 Penalty: 5729.936035
	Iteration 4Q: 3 clusters Score -1.269836e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45304 members 
Mstep: Class 2 contains 58711 members 
Entering Unmasked Estep 
Score: -12701018.000000 Penalty: 5729.936035
	Iteration 5Q: 3 clusters Score -1.270102e+07 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42823 members 
Mstep: Class 2 contains 61192 members 
Entering Unmasked Estep 
Score: -12704335.000000 Penalty: 5729.936035
	Iteration 6F: 3 clusters Score -1.270434e+07 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39434 members 
Mstep: Class 2 contains 64581 members 
Entering Unmasked Estep 
Score: -12708165.000000 Penalty: 5729.936035
	Iteration 7F: 3 clusters Score -1.270816e+07 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35170 members 
Mstep: Class 2 contains 68845 members 
Entering Unmasked Estep 
Score: -12712054.000000 Penalty: 5729.936035
	Iteration 8F: 3 clusters Score -1.271205e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 73730 members 
Entering Unmasked Estep 
Score: -12715819.000000 Penalty: 5729.936035
	Iteration 9F: 3 clusters Score -1.271582e+07 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 78871 members 
Entering Unmasked Estep 
Score: -12719391.000000 Penalty: 5729.936035
	Iteration 10F: 3 clusters Score -1.271939e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 83864 members 
Entering Unmasked Estep 
Score: -12722683.000000 Penalty: 5729.936035
	Iteration 11Q: 3 clusters Score -1.272268e+07 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 88425 members 
Entering Unmasked Estep 
Score: -12725527.000000 Penalty: 5729.936035
	Iteration 12Q: 3 clusters Score -1.272553e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 92216 members 
Entering Unmasked Estep 
Score: -12727686.000000 Penalty: 5729.936035
	Iteration 13Q: 3 clusters Score -1.272769e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 95141 members 
Entering Unmasked Estep 
Score: -12729347.000000 Penalty: 5729.936035
	Iteration 14Q: 3 clusters Score -1.272935e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 97281 members 
Entering Unmasked Estep 
Score: -12730465.000000 Penalty: 5729.936035
	Iteration 15Q: 3 clusters Score -1.273046e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 98828 members 
Entering Unmasked Estep 
Score: -12731224.000000 Penalty: 5729.936035
	Iteration 16Q: 3 clusters Score -1.273122e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 99904 members 
Entering Unmasked Estep 
Score: -12731790.000000 Penalty: 5729.936035
	Iteration 17Q: 3 clusters Score -1.273179e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 100670 members 
Entering Unmasked Estep 
Score: -12732228.000000 Penalty: 5729.936035
	Iteration 18Q: 3 clusters Score -1.273223e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 101192 members 
Entering Unmasked Estep 
Score: -12732471.000000 Penalty: 5729.936035
	Iteration 19Q: 3 clusters Score -1.273247e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 101533 members 
Entering Unmasked Estep 
Score: -12732623.000000 Penalty: 5729.936035
	Iteration 20F: 3 clusters Score -1.273262e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 101773 members 
Entering Unmasked Estep 
Score: -12732746.000000 Penalty: 5729.936035
	Iteration 21Q: 3 clusters Score -1.273275e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 101956 members 
Entering Unmasked Estep 
Score: -12732811.000000 Penalty: 5729.936035
	Iteration 22Q: 3 clusters Score -1.273281e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 102079 members 
Entering Unmasked Estep 
Score: -12732871.000000 Penalty: 5729.936035
	Iteration 23Q: 3 clusters Score -1.273287e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 102176 members 
Entering Unmasked Estep 
Score: -12732942.000000 Penalty: 5729.936035
	Iteration 24Q: 3 clusters Score -1.273294e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 102280 members 
Entering Unmasked Estep 
Score: -12733004.000000 Penalty: 5729.936035
	Iteration 25Q: 3 clusters Score -1.2733e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 102353 members 
Entering Unmasked Estep 
Score: -12733019.000000 Penalty: 5729.936035
	Iteration 26Q: 3 clusters Score -1.273302e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 102410 members 
Entering Unmasked Estep 
Score: -12733057.000000 Penalty: 5729.936035
	Iteration 27Q: 3 clusters Score -1.273306e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 102457 members 
Entering Unmasked Estep 
Score: -12733085.000000 Penalty: 5729.936035
	Iteration 28Q: 3 clusters Score -1.273308e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 102488 members 
Entering Unmasked Estep 
Score: -12733102.000000 Penalty: 5729.936035
	Iteration 29Q: 3 clusters Score -1.27331e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 102513 members 
Entering Unmasked Estep 
Score: -12733117.000000 Penalty: 5729.936035
	Iteration 30Q: 3 clusters Score -1.273312e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 102528 members 
Entering Unmasked Estep 
Score: -12733114.000000 Penalty: 5729.936035
	Iteration 31Q: 3 clusters Score -1.273311e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 102548 members 
Entering Unmasked Estep 
Score: -12733111.000000 Penalty: 5729.936035
	Iteration 32Q: 3 clusters Score -1.273311e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 102557 members 
Entering Unmasked Estep 
Score: -12733116.000000 Penalty: 5729.936035
	Iteration 33Q: 3 clusters Score -1.273312e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 102564 members 
Entering Unmasked Estep 
Score: -12733124.000000 Penalty: 5729.936035
	Iteration 34Q: 3 clusters Score -1.273312e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 102570 members 
Entering Unmasked Estep 
Score: -12733129.000000 Penalty: 5729.936035
	Iteration 35Q: 3 clusters Score -1.273313e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 102576 members 
Entering Unmasked Estep 
Score: -12733121.000000 Penalty: 5729.936035
	Iteration 36Q: 3 clusters Score -1.273312e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 102583 members 
Entering Unmasked Estep 
Score: -12733125.000000 Penalty: 5729.936035
	Iteration 37Q: 3 clusters Score -1.273312e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 102593 members 
Entering Unmasked Estep 
Score: -12733138.000000 Penalty: 5729.936035
	Iteration 38Q: 3 clusters Score -1.273314e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 102596 members 
Entering Unmasked Estep 
Score: -12733142.000000 Penalty: 5729.936035
	Iteration 39Q: 3 clusters Score -1.273314e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 102599 members 
Entering Unmasked Estep 
Score: -12733152.000000 Penalty: 5729.936035
	Iteration 40F: 3 clusters Score -1.273315e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 102613 members 
Entering Unmasked Estep 
Score: -12733148.000000 Penalty: 5729.936035
	Iteration 41Q: 3 clusters Score -1.273315e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 102620 members 
Entering Unmasked Estep 
Score: -12733148.000000 Penalty: 5729.936035
	Iteration 42Q: 3 clusters Score -1.273315e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 102629 members 
Entering Unmasked Estep 
Score: -12733156.000000 Penalty: 5729.936035
	Iteration 43Q: 3 clusters Score -1.273316e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 102635 members 
Entering Unmasked Estep 
Score: -12733156.000000 Penalty: 5729.936035
	Iteration 44Q: 3 clusters Score -1.273316e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 102643 members 
Entering Unmasked Estep 
Score: -12733173.000000 Penalty: 5729.936035
	Iteration 45Q: 3 clusters Score -1.273317e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 102653 members 
Entering Unmasked Estep 
Score: -12733170.000000 Penalty: 5729.936035
	Iteration 46Q: 3 clusters Score -1.273317e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 102663 members 
Entering Unmasked Estep 
Score: -12733168.000000 Penalty: 5729.936035
	Iteration 47Q: 3 clusters Score -1.273317e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 102675 members 
Entering Unmasked Estep 
Score: -12733174.000000 Penalty: 5729.936035
	Iteration 48Q: 3 clusters Score -1.273317e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 102680 members 
Entering Unmasked Estep 
Score: -12733171.000000 Penalty: 5729.936035
	Iteration 49Q: 3 clusters Score -1.273317e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 102685 members 
Entering Unmasked Estep 
Score: -12733189.000000 Penalty: 5729.936035
	Iteration 50Q: 3 clusters Score -1.273319e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 102693 members 
Entering Unmasked Estep 
Score: -12733181.000000 Penalty: 5729.936035
	Iteration 51Q: 3 clusters Score -1.273318e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 102699 members 
Entering Unmasked Estep 
Score: -12733180.000000 Penalty: 5729.936035
	Iteration 52Q: 3 clusters Score -1.273318e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 102701 members 
Entering Unmasked Estep 
Score: -12733181.000000 Penalty: 5729.936035
	Iteration 53Q: 3 clusters Score -1.273318e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 102709 members 
Entering Unmasked Estep 
Score: -12733184.000000 Penalty: 5729.936035
	Iteration 54Q: 3 clusters Score -1.273318e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 102715 members 
Entering Unmasked Estep 
Score: -12733178.000000 Penalty: 5729.936035
	Iteration 55Q: 3 clusters Score -1.273318e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 102716 members 
Entering Unmasked Estep 
Score: -12733185.000000 Penalty: 5729.936035
	Iteration 56Q: 3 clusters Score -1.273318e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 102721 members 
Entering Unmasked Estep 
Score: -12733185.000000 Penalty: 5729.936035
	Iteration 57Q: 3 clusters Score -1.273318e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 102724 members 
Entering Unmasked Estep 
Score: -12733185.000000 Penalty: 5729.936035
	Iteration 58Q: 3 clusters Score -1.273318e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 102725 members 
Entering Unmasked Estep 
Score: -12733176.000000 Penalty: 5729.936035
	Iteration 59Q: 3 clusters Score -1.273318e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 102732 members 
Entering Unmasked Estep 
Score: -12733196.000000 Penalty: 5729.936035
	Iteration 60F: 3 clusters Score -1.27332e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 102737 members 
Entering Unmasked Estep 
Score: -12733204.000000 Penalty: 5729.936035
	Iteration 61Q: 3 clusters Score -1.27332e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 102745 members 
Entering Unmasked Estep 
Score: -12733213.000000 Penalty: 5729.936035
	Iteration 62Q: 3 clusters Score -1.273321e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 102747 members 
Entering Unmasked Estep 
Score: -12733212.000000 Penalty: 5729.936035
	Iteration 63Q: 3 clusters Score -1.273321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 102749 members 
Entering Unmasked Estep 
Score: -12733210.000000 Penalty: 5729.936035
	Iteration 64Q: 3 clusters Score -1.273321e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 102749 members 
Entering Unmasked Estep 
Score: -12733210.000000 Penalty: 5729.936035
	Iteration 65F: 3 clusters Score -1.273321e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Entering Unmasked Estep 
Score: -1196758.250000 Penalty: 2297.324951
	Iteration 0F: 2 clusters Score -1196758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1188704.625000 Penalty: 4594.649902
	Iteration 0F: 3 clusters Score -1188705 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1191054.875000 Penalty: 4594.649902
	Iteration 1F: 3 clusters Score -1191055 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1191345.375000 Penalty: 4594.649902
	Iteration 2F: 3 clusters Score -1191345 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1191536.875000 Penalty: 4594.649902
	Iteration 3Q: 3 clusters Score -1191537 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1191664.000000 Penalty: 4594.649902
	Iteration 4Q: 3 clusters Score -1191664 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1191758.000000 Penalty: 4594.649902
	Iteration 5Q: 3 clusters Score -1191758 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1191849.750000 Penalty: 4594.649902
	Iteration 6Q: 3 clusters Score -1191850 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1191943.875000 Penalty: 4594.649902
	Iteration 7Q: 3 clusters Score -1191944 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1192029.625000 Penalty: 4594.649902
	Iteration 8Q: 3 clusters Score -1192030 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1192112.375000 Penalty: 4594.649902
	Iteration 9Q: 3 clusters Score -1192112 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1192191.500000 Penalty: 4594.649902
	Iteration 10Q: 3 clusters Score -1192192 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1192278.625000 Penalty: 4594.649902
	Iteration 11Q: 3 clusters Score -1192279 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1192373.125000 Penalty: 4594.649902
	Iteration 12Q: 3 clusters Score -1192373 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1192492.625000 Penalty: 4594.649902
	Iteration 13Q: 3 clusters Score -1192493 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1192661.500000 Penalty: 4594.649902
	Iteration 14Q: 3 clusters Score -1192662 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1192864.625000 Penalty: 4594.649902
	Iteration 15Q: 3 clusters Score -1192865 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1193058.000000 Penalty: 4594.649902
	Iteration 16Q: 3 clusters Score -1193058 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1193261.375000 Penalty: 4594.649902
	Iteration 17Q: 3 clusters Score -1193261 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1193480.500000 Penalty: 4594.649902
	Iteration 18Q: 3 clusters Score -1193480 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1193686.875000 Penalty: 4594.649902
	Iteration 19Q: 3 clusters Score -1193687 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1193895.250000 Penalty: 4594.649902
	Iteration 20F: 3 clusters Score -1193895 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1194114.625000 Penalty: 4594.649902
	Iteration 21Q: 3 clusters Score -1194115 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1194304.500000 Penalty: 4594.649902
	Iteration 22Q: 3 clusters Score -1194304 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1194447.250000 Penalty: 4594.649902
	Iteration 23Q: 3 clusters Score -1194447 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1194564.125000 Penalty: 4594.649902
	Iteration 24Q: 3 clusters Score -1194564 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1194666.125000 Penalty: 4594.649902
	Iteration 25Q: 3 clusters Score -1194666 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1194751.875000 Penalty: 4594.649902
	Iteration 26Q: 3 clusters Score -1194752 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1194822.125000 Penalty: 4594.649902
	Iteration 27Q: 3 clusters Score -1194822 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1194871.625000 Penalty: 4594.649902
	Iteration 28Q: 3 clusters Score -1194872 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1194913.625000 Penalty: 4594.649902
	Iteration 29Q: 3 clusters Score -1194914 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1194946.875000 Penalty: 4594.649902
	Iteration 30Q: 3 clusters Score -1194947 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1194976.875000 Penalty: 4594.649902
	Iteration 31Q: 3 clusters Score -1194977 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1194997.750000 Penalty: 4594.649902
	Iteration 32Q: 3 clusters Score -1194998 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1195019.500000 Penalty: 4594.649902
	Iteration 33Q: 3 clusters Score -1195020 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1195039.125000 Penalty: 4594.649902
	Iteration 34Q: 3 clusters Score -1195039 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1195051.500000 Penalty: 4594.649902
	Iteration 35Q: 3 clusters Score -1195052 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1195061.250000 Penalty: 4594.649902
	Iteration 36Q: 3 clusters Score -1195061 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1195067.125000 Penalty: 4594.649902
	Iteration 37Q: 3 clusters Score -1195067 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1195072.375000 Penalty: 4594.649902
	Iteration 38Q: 3 clusters Score -1195072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1195078.250000 Penalty: 4594.649902
	Iteration 39Q: 3 clusters Score -1195078 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1195083.750000 Penalty: 4594.649902
	Iteration 40F: 3 clusters Score -1195084 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1195088.750000 Penalty: 4594.649902
	Iteration 41Q: 3 clusters Score -1195089 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1195088.125000 Penalty: 4594.649902
	Iteration 42Q: 3 clusters Score -1195088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1195091.500000 Penalty: 4594.649902
	Iteration 43Q: 3 clusters Score -1195092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1195098.125000 Penalty: 4594.649902
	Iteration 44Q: 3 clusters Score -1195098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1195099.625000 Penalty: 4594.649902
	Iteration 45Q: 3 clusters Score -1195100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1195107.750000 Penalty: 4594.649902
	Iteration 46Q: 3 clusters Score -1195108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1195108.250000 Penalty: 4594.649902
	Iteration 47Q: 3 clusters Score -1195108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1195112.875000 Penalty: 4594.649902
	Iteration 48Q: 3 clusters Score -1195113 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1195116.000000 Penalty: 4594.649902
	Iteration 49Q: 3 clusters Score -1195116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1195123.125000 Penalty: 4594.649902
	Iteration 50Q: 3 clusters Score -1195123 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1195125.625000 Penalty: 4594.649902
	Iteration 51Q: 3 clusters Score -1195126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1195127.375000 Penalty: 4594.649902
	Iteration 52Q: 3 clusters Score -1195127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1195128.500000 Penalty: 4594.649902
	Iteration 53Q: 3 clusters Score -1195128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1195127.250000 Penalty: 4594.649902
	Iteration 54Q: 3 clusters Score -1195127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1195129.500000 Penalty: 4594.649902
	Iteration 55Q: 3 clusters Score -1195130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1195128.250000 Penalty: 4594.649902
	Iteration 56Q: 3 clusters Score -1195128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1195128.125000 Penalty: 4594.649902
	Iteration 57Q: 3 clusters Score -1195128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1195128.125000 Penalty: 4594.649902
	Iteration 58F: 3 clusters Score -1195128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Entering Unmasked Estep 
Score: -335016.156250 Penalty: 1981.242798
	Iteration 0F: 2 clusters Score -335016.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -331796.781250 Penalty: 3962.485596
	Iteration 0F: 3 clusters Score -331796.8 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -332447.187500 Penalty: 3962.485596
	Iteration 1F: 3 clusters Score -332447.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -332602.343750 Penalty: 3962.485596
	Iteration 2F: 3 clusters Score -332602.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -332710.375000 Penalty: 3962.485596
	Iteration 3Q: 3 clusters Score -332710.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -332764.437500 Penalty: 3962.485596
	Iteration 4Q: 3 clusters Score -332764.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -332797.343750 Penalty: 3962.485596
	Iteration 5Q: 3 clusters Score -332797.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -332822.156250 Penalty: 3962.485596
	Iteration 6Q: 3 clusters Score -332822.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -332836.000000 Penalty: 3962.485596
	Iteration 7Q: 3 clusters Score -332836 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -332853.343750 Penalty: 3962.485596
	Iteration 8Q: 3 clusters Score -332853.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -332871.062500 Penalty: 3962.485596
	Iteration 9Q: 3 clusters Score -332871.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -332887.562500 Penalty: 3962.485596
	Iteration 10Q: 3 clusters Score -332887.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -332902.562500 Penalty: 3962.485596
	Iteration 11Q: 3 clusters Score -332902.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -332913.093750 Penalty: 3962.485596
	Iteration 12Q: 3 clusters Score -332913.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -332923.750000 Penalty: 3962.485596
	Iteration 13Q: 3 clusters Score -332923.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -332927.468750 Penalty: 3962.485596
	Iteration 14Q: 3 clusters Score -332927.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -332931.531250 Penalty: 3962.485596
	Iteration 15Q: 3 clusters Score -332931.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -332934.468750 Penalty: 3962.485596
	Iteration 16Q: 3 clusters Score -332934.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -332935.593750 Penalty: 3962.485596
	Iteration 17Q: 3 clusters Score -332935.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -332936.812500 Penalty: 3962.485596
	Iteration 18Q: 3 clusters Score -332936.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -332937.406250 Penalty: 3962.485596
	Iteration 19Q: 3 clusters Score -332937.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -332938.000000 Penalty: 3962.485596
	Iteration 20F: 3 clusters Score -332938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -332938.406250 Penalty: 3962.485596
	Iteration 21Q: 3 clusters Score -332938.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -332939.062500 Penalty: 3962.485596
	Iteration 22Q: 3 clusters Score -332939.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -332941.187500 Penalty: 3962.485596
	Iteration 23Q: 3 clusters Score -332941.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -332943.156250 Penalty: 3962.485596
	Iteration 24Q: 3 clusters Score -332943.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -332943.156250 Penalty: 3962.485596
	Iteration 25F: 3 clusters Score -332943.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (82372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82372 members 
Entering Unmasked Estep 
Score: -10059112.000000 Penalty: 2807.112305
	Iteration 0F: 2 clusters Score -1.005911e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41225 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
Score: -10003707.000000 Penalty: 5614.224609
	Iteration 0F: 3 clusters Score -1.000371e+07 nChanged 38936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40261 members 
Mstep: Class 2 contains 42111 members 
Entering Unmasked Estep 
Score: -10026710.000000 Penalty: 5614.224609
	Iteration 1F: 3 clusters Score -1.002671e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39236 members 
Mstep: Class 2 contains 43136 members 
Entering Unmasked Estep 
Score: -10028164.000000 Penalty: 5614.224609
	Iteration 2Q: 3 clusters Score -1.002816e+07 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37729 members 
Mstep: Class 2 contains 44643 members 
Entering Unmasked Estep 
Score: -10029923.000000 Penalty: 5614.224609
	Iteration 3F: 3 clusters Score -1.002992e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35732 members 
Mstep: Class 2 contains 46640 members 
Entering Unmasked Estep 
Score: -10032025.000000 Penalty: 5614.224609
	Iteration 4F: 3 clusters Score -1.003202e+07 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 49033 members 
Entering Unmasked Estep 
Score: -10034314.000000 Penalty: 5614.224609
	Iteration 5F: 3 clusters Score -1.003431e+07 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 51721 members 
Entering Unmasked Estep 
Score: -10036510.000000 Penalty: 5614.224609
	Iteration 6F: 3 clusters Score -1.003651e+07 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 54725 members 
Entering Unmasked Estep 
Score: -10038527.000000 Penalty: 5614.224609
	Iteration 7F: 3 clusters Score -1.003853e+07 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 58214 members 
Entering Unmasked Estep 
Score: -10040697.000000 Penalty: 5614.224609
	Iteration 8F: 3 clusters Score -1.00407e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 62099 members 
Entering Unmasked Estep 
Score: -10043142.000000 Penalty: 5614.224609
	Iteration 9F: 3 clusters Score -1.004314e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 66286 members 
Entering Unmasked Estep 
Score: -10045931.000000 Penalty: 5614.224609
	Iteration 10F: 3 clusters Score -1.004593e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 70354 members 
Entering Unmasked Estep 
Score: -10048923.000000 Penalty: 5614.224609
	Iteration 11Q: 3 clusters Score -1.004892e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 73961 members 
Entering Unmasked Estep 
Score: -10051662.000000 Penalty: 5614.224609
	Iteration 12Q: 3 clusters Score -1.005166e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 76797 members 
Entering Unmasked Estep 
Score: -10053906.000000 Penalty: 5614.224609
	Iteration 13Q: 3 clusters Score -1.005391e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 78764 members 
Entering Unmasked Estep 
Score: -10055248.000000 Penalty: 5614.224609
	Iteration 14Q: 3 clusters Score -1.005525e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 79894 members 
Entering Unmasked Estep 
Score: -10055962.000000 Penalty: 5614.224609
	Iteration 15Q: 3 clusters Score -1.005596e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 80564 members 
Entering Unmasked Estep 
Score: -10056352.000000 Penalty: 5614.224609
	Iteration 16Q: 3 clusters Score -1.005635e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 80964 members 
Entering Unmasked Estep 
Score: -10056625.000000 Penalty: 5614.224609
	Iteration 17Q: 3 clusters Score -1.005662e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 81178 members 
Entering Unmasked Estep 
Score: -10056784.000000 Penalty: 5614.224609
	Iteration 18Q: 3 clusters Score -1.005678e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 81309 members 
Entering Unmasked Estep 
Score: -10056861.000000 Penalty: 5614.224609
	Iteration 19Q: 3 clusters Score -1.005686e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 81389 members 
Entering Unmasked Estep 
Score: -10056937.000000 Penalty: 5614.224609
	Iteration 20F: 3 clusters Score -1.005694e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 81463 members 
Entering Unmasked Estep 
Score: -10056982.000000 Penalty: 5614.224609
	Iteration 21Q: 3 clusters Score -1.005698e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 81500 members 
Entering Unmasked Estep 
Score: -10057007.000000 Penalty: 5614.224609
	Iteration 22Q: 3 clusters Score -1.005701e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 81527 members 
Entering Unmasked Estep 
Score: -10057030.000000 Penalty: 5614.224609
	Iteration 23Q: 3 clusters Score -1.005703e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 81549 members 
Entering Unmasked Estep 
Score: -10057028.000000 Penalty: 5614.224609
	Iteration 24Q: 3 clusters Score -1.005703e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 81560 members 
Entering Unmasked Estep 
Score: -10057016.000000 Penalty: 5614.224609
	Iteration 25Q: 3 clusters Score -1.005702e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 81564 members 
Entering Unmasked Estep 
Score: -10057034.000000 Penalty: 5614.224609
	Iteration 26Q: 3 clusters Score -1.005703e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 81567 members 
Entering Unmasked Estep 
Score: -10057038.000000 Penalty: 5614.224609
	Iteration 27Q: 3 clusters Score -1.005704e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 81571 members 
Entering Unmasked Estep 
Score: -10057029.000000 Penalty: 5614.224609
	Iteration 28Q: 3 clusters Score -1.005703e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 81577 members 
Entering Unmasked Estep 
Score: -10057030.000000 Penalty: 5614.224609
	Iteration 29Q: 3 clusters Score -1.005703e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 81580 members 
Entering Unmasked Estep 
Score: -10057036.000000 Penalty: 5614.224609
	Iteration 30Q: 3 clusters Score -1.005704e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 81581 members 
Entering Unmasked Estep 
Score: -10057042.000000 Penalty: 5614.224609
	Iteration 31Q: 3 clusters Score -1.005704e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 81589 members 
Entering Unmasked Estep 
Score: -10057050.000000 Penalty: 5614.224609
	Iteration 32Q: 3 clusters Score -1.005705e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 81593 members 
Entering Unmasked Estep 
Score: -10057052.000000 Penalty: 5614.224609
	Iteration 33Q: 3 clusters Score -1.005705e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 81594 members 
Entering Unmasked Estep 
Score: -10057059.000000 Penalty: 5614.224609
	Iteration 34Q: 3 clusters Score -1.005706e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 81595 members 
Entering Unmasked Estep 
Score: -10057064.000000 Penalty: 5614.224609
	Iteration 35Q: 3 clusters Score -1.005706e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 81595 members 
Entering Unmasked Estep 
Score: -10057064.000000 Penalty: 5614.224609
	Iteration 36F: 3 clusters Score -1.005706e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (9034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Entering Unmasked Estep 
Score: -1051720.000000 Penalty: 2258.969971
	Iteration 0F: 2 clusters Score -1051720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1044632.375000 Penalty: 4517.939941
	Iteration 0F: 3 clusters Score -1044632 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1046654.750000 Penalty: 4517.939941
	Iteration 1F: 3 clusters Score -1046655 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1047028.937500 Penalty: 4517.939941
	Iteration 2F: 3 clusters Score -1047029 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1047309.937500 Penalty: 4517.939941
	Iteration 3F: 3 clusters Score -1047310 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1047507.000000 Penalty: 4517.939941
	Iteration 4Q: 3 clusters Score -1047507 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1047665.500000 Penalty: 4517.939941
	Iteration 5Q: 3 clusters Score -1047666 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1047817.750000 Penalty: 4517.939941
	Iteration 6Q: 3 clusters Score -1047818 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1047946.625000 Penalty: 4517.939941
	Iteration 7Q: 3 clusters Score -1047947 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1048056.000000 Penalty: 4517.939941
	Iteration 8Q: 3 clusters Score -1048056 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1048163.812500 Penalty: 4517.939941
	Iteration 9Q: 3 clusters Score -1048164 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1048260.687500 Penalty: 4517.939941
	Iteration 10Q: 3 clusters Score -1048261 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1048357.062500 Penalty: 4517.939941
	Iteration 11Q: 3 clusters Score -1048357 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1048449.250000 Penalty: 4517.939941
	Iteration 12Q: 3 clusters Score -1048449 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1048523.000000 Penalty: 4517.939941
	Iteration 13Q: 3 clusters Score -1048523 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1048582.875000 Penalty: 4517.939941
	Iteration 14Q: 3 clusters Score -1048583 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1048665.125000 Penalty: 4517.939941
	Iteration 15Q: 3 clusters Score -1048665 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1048754.625000 Penalty: 4517.939941
	Iteration 16Q: 3 clusters Score -1048755 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1048833.000000 Penalty: 4517.939941
	Iteration 17Q: 3 clusters Score -1048833 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1048901.375000 Penalty: 4517.939941
	Iteration 18Q: 3 clusters Score -1048901 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1048972.125000 Penalty: 4517.939941
	Iteration 19Q: 3 clusters Score -1048972 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1049025.375000 Penalty: 4517.939941
	Iteration 20F: 3 clusters Score -1049025 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1049071.750000 Penalty: 4517.939941
	Iteration 21Q: 3 clusters Score -1049072 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1049101.875000 Penalty: 4517.939941
	Iteration 22Q: 3 clusters Score -1049102 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1049136.125000 Penalty: 4517.939941
	Iteration 23Q: 3 clusters Score -1049136 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1049172.625000 Penalty: 4517.939941
	Iteration 24Q: 3 clusters Score -1049173 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1049207.250000 Penalty: 4517.939941
	Iteration 25Q: 3 clusters Score -1049207 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1049239.375000 Penalty: 4517.939941
	Iteration 26Q: 3 clusters Score -1049239 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1049274.125000 Penalty: 4517.939941
	Iteration 27Q: 3 clusters Score -1049274 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1049299.500000 Penalty: 4517.939941
	Iteration 28Q: 3 clusters Score -1049300 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1049329.625000 Penalty: 4517.939941
	Iteration 29Q: 3 clusters Score -1049330 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1049346.000000 Penalty: 4517.939941
	Iteration 30Q: 3 clusters Score -1049346 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1049369.500000 Penalty: 4517.939941
	Iteration 31Q: 3 clusters Score -1049370 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1049391.125000 Penalty: 4517.939941
	Iteration 32Q: 3 clusters Score -1049391 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1049409.625000 Penalty: 4517.939941
	Iteration 33Q: 3 clusters Score -1049410 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1049420.375000 Penalty: 4517.939941
	Iteration 34Q: 3 clusters Score -1049420 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1049436.750000 Penalty: 4517.939941
	Iteration 35Q: 3 clusters Score -1049437 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1049451.750000 Penalty: 4517.939941
	Iteration 36Q: 3 clusters Score -1049452 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1049471.000000 Penalty: 4517.939941
	Iteration 37Q: 3 clusters Score -1049471 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1049478.875000 Penalty: 4517.939941
	Iteration 38Q: 3 clusters Score -1049479 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1049486.250000 Penalty: 4517.939941
	Iteration 39Q: 3 clusters Score -1049486 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1049495.625000 Penalty: 4517.939941
	Iteration 40F: 3 clusters Score -1049496 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1049502.625000 Penalty: 4517.939941
	Iteration 41Q: 3 clusters Score -1049503 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1049510.625000 Penalty: 4517.939941
	Iteration 42Q: 3 clusters Score -1049511 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1049515.375000 Penalty: 4517.939941
	Iteration 43Q: 3 clusters Score -1049515 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1049521.750000 Penalty: 4517.939941
	Iteration 44Q: 3 clusters Score -1049522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1049530.500000 Penalty: 4517.939941
	Iteration 45Q: 3 clusters Score -1049530 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1049536.250000 Penalty: 4517.939941
	Iteration 46Q: 3 clusters Score -1049536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1049542.125000 Penalty: 4517.939941
	Iteration 47Q: 3 clusters Score -1049542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1049549.375000 Penalty: 4517.939941
	Iteration 48Q: 3 clusters Score -1049549 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1049557.250000 Penalty: 4517.939941
	Iteration 49Q: 3 clusters Score -1049557 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1049562.750000 Penalty: 4517.939941
	Iteration 50Q: 3 clusters Score -1049563 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1049570.625000 Penalty: 4517.939941
	Iteration 51Q: 3 clusters Score -1049571 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1049578.125000 Penalty: 4517.939941
	Iteration 52Q: 3 clusters Score -1049578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1049583.750000 Penalty: 4517.939941
	Iteration 53Q: 3 clusters Score -1049584 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1049589.625000 Penalty: 4517.939941
	Iteration 54Q: 3 clusters Score -1049590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1049597.000000 Penalty: 4517.939941
	Iteration 55Q: 3 clusters Score -1049597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1049600.625000 Penalty: 4517.939941
	Iteration 56Q: 3 clusters Score -1049601 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1049605.125000 Penalty: 4517.939941
	Iteration 57Q: 3 clusters Score -1049605 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1049609.750000 Penalty: 4517.939941
	Iteration 58Q: 3 clusters Score -1049610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1049614.000000 Penalty: 4517.939941
	Iteration 59Q: 3 clusters Score -1049614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1049618.625000 Penalty: 4517.939941
	Iteration 60F: 3 clusters Score -1049619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1049624.125000 Penalty: 4517.939941
	Iteration 61Q: 3 clusters Score -1049624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1049630.250000 Penalty: 4517.939941
	Iteration 62Q: 3 clusters Score -1049630 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1049636.375000 Penalty: 4517.939941
	Iteration 63Q: 3 clusters Score -1049636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1049643.625000 Penalty: 4517.939941
	Iteration 64Q: 3 clusters Score -1049644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1049649.000000 Penalty: 4517.939941
	Iteration 65Q: 3 clusters Score -1049649 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1049653.875000 Penalty: 4517.939941
	Iteration 66Q: 3 clusters Score -1049654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1049658.000000 Penalty: 4517.939941
	Iteration 67Q: 3 clusters Score -1049658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1049657.125000 Penalty: 4517.939941
	Iteration 68Q: 3 clusters Score -1049657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1049658.750000 Penalty: 4517.939941
	Iteration 69Q: 3 clusters Score -1049659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1049659.125000 Penalty: 4517.939941
	Iteration 70Q: 3 clusters Score -1049659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1049658.375000 Penalty: 4517.939941
	Iteration 71Q: 3 clusters Score -1049658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1049664.750000 Penalty: 4517.939941
	Iteration 72Q: 3 clusters Score -1049665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1049667.625000 Penalty: 4517.939941
	Iteration 73Q: 3 clusters Score -1049668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1049671.125000 Penalty: 4517.939941
	Iteration 74Q: 3 clusters Score -1049671 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1049679.875000 Penalty: 4517.939941
	Iteration 75Q: 3 clusters Score -1049680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1049688.000000 Penalty: 4517.939941
	Iteration 76Q: 3 clusters Score -1049688 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1049696.625000 Penalty: 4517.939941
	Iteration 77Q: 3 clusters Score -1049697 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1049708.250000 Penalty: 4517.939941
	Iteration 78Q: 3 clusters Score -1049708 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1049715.000000 Penalty: 4517.939941
	Iteration 79Q: 3 clusters Score -1049715 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1049723.375000 Penalty: 4517.939941
	Iteration 80F: 3 clusters Score -1049723 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1049735.250000 Penalty: 4517.939941
	Iteration 81Q: 3 clusters Score -1049735 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1049742.875000 Penalty: 4517.939941
	Iteration 82Q: 3 clusters Score -1049743 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1049751.500000 Penalty: 4517.939941
	Iteration 83Q: 3 clusters Score -1049752 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1049762.375000 Penalty: 4517.939941
	Iteration 84Q: 3 clusters Score -1049762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1049778.125000 Penalty: 4517.939941
	Iteration 85Q: 3 clusters Score -1049778 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1049792.500000 Penalty: 4517.939941
	Iteration 86Q: 3 clusters Score -1049792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1049799.250000 Penalty: 4517.939941
	Iteration 87Q: 3 clusters Score -1049799 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1049809.625000 Penalty: 4517.939941
	Iteration 88Q: 3 clusters Score -1049810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1049816.500000 Penalty: 4517.939941
	Iteration 89Q: 3 clusters Score -1049816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1049828.375000 Penalty: 4517.939941
	Iteration 90Q: 3 clusters Score -1049828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1049830.750000 Penalty: 4517.939941
	Iteration 91Q: 3 clusters Score -1049831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1049834.250000 Penalty: 4517.939941
	Iteration 92Q: 3 clusters Score -1049834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1049840.250000 Penalty: 4517.939941
	Iteration 93Q: 3 clusters Score -1049840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1049845.375000 Penalty: 4517.939941
	Iteration 94Q: 3 clusters Score -1049845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1049854.125000 Penalty: 4517.939941
	Iteration 95Q: 3 clusters Score -1049854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1049858.000000 Penalty: 4517.939941
	Iteration 96Q: 3 clusters Score -1049858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1049860.250000 Penalty: 4517.939941
	Iteration 97Q: 3 clusters Score -1049860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1049861.875000 Penalty: 4517.939941
	Iteration 98Q: 3 clusters Score -1049862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1049866.000000 Penalty: 4517.939941
	Iteration 99Q: 3 clusters Score -1049866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1049869.250000 Penalty: 4517.939941
	Iteration 100F: 3 clusters Score -1049869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1049870.000000 Penalty: 4517.939941
	Iteration 101Q: 3 clusters Score -1049870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1049871.500000 Penalty: 4517.939941
	Iteration 102Q: 3 clusters Score -1049872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1049872.500000 Penalty: 4517.939941
	Iteration 103Q: 3 clusters Score -1049872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1049872.500000 Penalty: 4517.939941
	Iteration 104F: 3 clusters Score -1049872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (8611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Entering Unmasked Estep 
Score: -984484.562500 Penalty: 2247.077393
	Iteration 0F: 2 clusters Score -984484.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -977699.937500 Penalty: 4494.154785
	Iteration 0F: 3 clusters Score -977699.9 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -979552.062500 Penalty: 4494.154785
	Iteration 1F: 3 clusters Score -979552.1 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -979816.500000 Penalty: 4494.154785
	Iteration 2F: 3 clusters Score -979816.5 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -980049.687500 Penalty: 4494.154785
	Iteration 3F: 3 clusters Score -980049.7 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -980236.875000 Penalty: 4494.154785
	Iteration 4Q: 3 clusters Score -980236.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -980391.500000 Penalty: 4494.154785
	Iteration 5Q: 3 clusters Score -980391.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -980528.937500 Penalty: 4494.154785
	Iteration 6Q: 3 clusters Score -980528.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -980675.875000 Penalty: 4494.154785
	Iteration 7Q: 3 clusters Score -980675.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -980839.875000 Penalty: 4494.154785
	Iteration 8Q: 3 clusters Score -980839.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -981031.750000 Penalty: 4494.154785
	Iteration 9Q: 3 clusters Score -981031.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -981242.312500 Penalty: 4494.154785
	Iteration 10Q: 3 clusters Score -981242.3 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -981498.375000 Penalty: 4494.154785
	Iteration 11Q: 3 clusters Score -981498.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -981759.000000 Penalty: 4494.154785
	Iteration 12Q: 3 clusters Score -981759 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -982015.187500 Penalty: 4494.154785
	Iteration 13Q: 3 clusters Score -982015.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -982210.437500 Penalty: 4494.154785
	Iteration 14Q: 3 clusters Score -982210.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -982370.500000 Penalty: 4494.154785
	Iteration 15Q: 3 clusters Score -982370.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -982473.750000 Penalty: 4494.154785
	Iteration 16Q: 3 clusters Score -982473.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -982557.250000 Penalty: 4494.154785
	Iteration 17Q: 3 clusters Score -982557.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -982617.125000 Penalty: 4494.154785
	Iteration 18Q: 3 clusters Score -982617.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -982675.250000 Penalty: 4494.154785
	Iteration 19Q: 3 clusters Score -982675.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -982716.687500 Penalty: 4494.154785
	Iteration 20F: 3 clusters Score -982716.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -982750.687500 Penalty: 4494.154785
	Iteration 21Q: 3 clusters Score -982750.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -982780.312500 Penalty: 4494.154785
	Iteration 22Q: 3 clusters Score -982780.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -982801.875000 Penalty: 4494.154785
	Iteration 23Q: 3 clusters Score -982801.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -982815.750000 Penalty: 4494.154785
	Iteration 24Q: 3 clusters Score -982815.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -982822.875000 Penalty: 4494.154785
	Iteration 25Q: 3 clusters Score -982822.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -982829.687500 Penalty: 4494.154785
	Iteration 26Q: 3 clusters Score -982829.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -982834.375000 Penalty: 4494.154785
	Iteration 27Q: 3 clusters Score -982834.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -982838.937500 Penalty: 4494.154785
	Iteration 28Q: 3 clusters Score -982838.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -982842.812500 Penalty: 4494.154785
	Iteration 29Q: 3 clusters Score -982842.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -982845.437500 Penalty: 4494.154785
	Iteration 30Q: 3 clusters Score -982845.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -982848.062500 Penalty: 4494.154785
	Iteration 31Q: 3 clusters Score -982848.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -982850.125000 Penalty: 4494.154785
	Iteration 32Q: 3 clusters Score -982850.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -982851.937500 Penalty: 4494.154785
	Iteration 33Q: 3 clusters Score -982851.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -982852.187500 Penalty: 4494.154785
	Iteration 34Q: 3 clusters Score -982852.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -982854.062500 Penalty: 4494.154785
	Iteration 35Q: 3 clusters Score -982854.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -982856.625000 Penalty: 4494.154785
	Iteration 36Q: 3 clusters Score -982856.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -982859.000000 Penalty: 4494.154785
	Iteration 37Q: 3 clusters Score -982859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -982859.000000 Penalty: 4494.154785
	Iteration 38F: 3 clusters Score -982859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -44368.230469 Penalty: 1505.542969
	Iteration 0F: 2 clusters Score -44368.23 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 215 members 
Entering Unmasked Estep 
Score: -42884.906250 Penalty: 3011.085938
	Iteration 0F: 3 clusters Score -42884.91 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43111.394531 Penalty: 3011.085938
	Iteration 1F: 3 clusters Score -43111.39 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43290.765625 Penalty: 3011.085938
	Iteration 2F: 3 clusters Score -43290.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -43331.433594 Penalty: 3011.085938
	Iteration 3Q: 3 clusters Score -43331.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -43351.375000 Penalty: 3011.085938
	Iteration 4Q: 3 clusters Score -43351.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -43359.449219 Penalty: 3011.085938
	Iteration 5Q: 3 clusters Score -43359.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -43360.441406 Penalty: 3011.085938
	Iteration 6Q: 3 clusters Score -43360.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -43366.390625 Penalty: 3011.085938
	Iteration 7Q: 3 clusters Score -43366.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -43368.242188 Penalty: 3011.085938
	Iteration 8Q: 3 clusters Score -43368.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -43369.550781 Penalty: 3011.085938
	Iteration 9Q: 3 clusters Score -43369.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -43371.722656 Penalty: 3011.085938
	Iteration 10Q: 3 clusters Score -43371.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -43374.675781 Penalty: 3011.085938
	Iteration 11Q: 3 clusters Score -43374.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -43377.394531 Penalty: 3011.085938
	Iteration 12Q: 3 clusters Score -43377.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -43377.394531 Penalty: 3011.085938
	Iteration 13F: 3 clusters Score -43377.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Entering Unmasked Estep 
Score: -986421.437500 Penalty: 2238.998291
	Iteration 0F: 2 clusters Score -986421.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -979783.937500 Penalty: 4477.996582
	Iteration 0F: 3 clusters Score -979783.9 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -981609.562500 Penalty: 4477.996582
	Iteration 1F: 3 clusters Score -981609.6 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -981894.750000 Penalty: 4477.996582
	Iteration 2F: 3 clusters Score -981894.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -982076.937500 Penalty: 4477.996582
	Iteration 3Q: 3 clusters Score -982076.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -982205.437500 Penalty: 4477.996582
	Iteration 4Q: 3 clusters Score -982205.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -982304.250000 Penalty: 4477.996582
	Iteration 5Q: 3 clusters Score -982304.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -982388.250000 Penalty: 4477.996582
	Iteration 6Q: 3 clusters Score -982388.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -982474.250000 Penalty: 4477.996582
	Iteration 7Q: 3 clusters Score -982474.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -982569.000000 Penalty: 4477.996582
	Iteration 8Q: 3 clusters Score -982569 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -982660.187500 Penalty: 4477.996582
	Iteration 9Q: 3 clusters Score -982660.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -982757.750000 Penalty: 4477.996582
	Iteration 10Q: 3 clusters Score -982757.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -982866.437500 Penalty: 4477.996582
	Iteration 11Q: 3 clusters Score -982866.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -982997.687500 Penalty: 4477.996582
	Iteration 12Q: 3 clusters Score -982997.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -983163.062500 Penalty: 4477.996582
	Iteration 13Q: 3 clusters Score -983163.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -983365.437500 Penalty: 4477.996582
	Iteration 14Q: 3 clusters Score -983365.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -983596.875000 Penalty: 4477.996582
	Iteration 15Q: 3 clusters Score -983596.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -983837.875000 Penalty: 4477.996582
	Iteration 16Q: 3 clusters Score -983837.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -984056.500000 Penalty: 4477.996582
	Iteration 17Q: 3 clusters Score -984056.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -984242.625000 Penalty: 4477.996582
	Iteration 18Q: 3 clusters Score -984242.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -984410.187500 Penalty: 4477.996582
	Iteration 19Q: 3 clusters Score -984410.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -984518.625000 Penalty: 4477.996582
	Iteration 20F: 3 clusters Score -984518.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -984589.937500 Penalty: 4477.996582
	Iteration 21Q: 3 clusters Score -984589.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -984636.500000 Penalty: 4477.996582
	Iteration 22Q: 3 clusters Score -984636.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -984675.562500 Penalty: 4477.996582
	Iteration 23Q: 3 clusters Score -984675.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -984695.875000 Penalty: 4477.996582
	Iteration 24Q: 3 clusters Score -984695.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -984702.125000 Penalty: 4477.996582
	Iteration 25Q: 3 clusters Score -984702.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -984707.312500 Penalty: 4477.996582
	Iteration 26Q: 3 clusters Score -984707.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -984705.875000 Penalty: 4477.996582
	Iteration 27Q: 3 clusters Score -984705.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -984705.875000 Penalty: 4477.996582
	Iteration 28F: 3 clusters Score -984705.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Entering Unmasked Estep 
Score: -83016.617188 Penalty: 1660.864502
	Iteration 0F: 2 clusters Score -83016.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -81339.218750 Penalty: 3321.729004
	Iteration 0F: 3 clusters Score -81339.22 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -82007.593750 Penalty: 3321.729004
	Iteration 1F: 3 clusters Score -82007.59 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -82162.914062 Penalty: 3321.729004
	Iteration 2F: 3 clusters Score -82162.91 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -82258.976562 Penalty: 3321.729004
	Iteration 3Q: 3 clusters Score -82258.98 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -82384.820312 Penalty: 3321.729004
	Iteration 4Q: 3 clusters Score -82384.82 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -82472.546875 Penalty: 3321.729004
	Iteration 5Q: 3 clusters Score -82472.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -82530.710938 Penalty: 3321.729004
	Iteration 6Q: 3 clusters Score -82530.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -82568.726562 Penalty: 3321.729004
	Iteration 7Q: 3 clusters Score -82568.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -82593.554688 Penalty: 3321.729004
	Iteration 8Q: 3 clusters Score -82593.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -82610.218750 Penalty: 3321.729004
	Iteration 9Q: 3 clusters Score -82610.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -82614.960938 Penalty: 3321.729004
	Iteration 10Q: 3 clusters Score -82614.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -82620.992188 Penalty: 3321.729004
	Iteration 11Q: 3 clusters Score -82620.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -82625.976562 Penalty: 3321.729004
	Iteration 12Q: 3 clusters Score -82625.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -82627.023438 Penalty: 3321.729004
	Iteration 13Q: 3 clusters Score -82627.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -82627.023438 Penalty: 3321.729004
	Iteration 14F: 3 clusters Score -82627.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Entering Unmasked Estep 
Score: -128473.640625 Penalty: 1757.095947
	Iteration 0F: 2 clusters Score -128473.6 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 603 members 
Entering Unmasked Estep 
Score: -126405.625000 Penalty: 3514.191895
	Iteration 0F: 3 clusters Score -126405.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -126788.484375 Penalty: 3514.191895
	Iteration 1F: 3 clusters Score -126788.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -126962.453125 Penalty: 3514.191895
	Iteration 2F: 3 clusters Score -126962.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -127099.250000 Penalty: 3514.191895
	Iteration 3F: 3 clusters Score -127099.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -127269.937500 Penalty: 3514.191895
	Iteration 4F: 3 clusters Score -127269.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -127396.500000 Penalty: 3514.191895
	Iteration 5Q: 3 clusters Score -127396.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -127498.070312 Penalty: 3514.191895
	Iteration 6Q: 3 clusters Score -127498.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -127631.570312 Penalty: 3514.191895
	Iteration 7Q: 3 clusters Score -127631.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -127756.117188 Penalty: 3514.191895
	Iteration 8Q: 3 clusters Score -127756.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -127865.601562 Penalty: 3514.191895
	Iteration 9Q: 3 clusters Score -127865.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -127955.664062 Penalty: 3514.191895
	Iteration 10Q: 3 clusters Score -127955.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -128059.007812 Penalty: 3514.191895
	Iteration 11Q: 3 clusters Score -128059 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -128139.570312 Penalty: 3514.191895
	Iteration 12Q: 3 clusters Score -128139.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -128196.671875 Penalty: 3514.191895
	Iteration 13Q: 3 clusters Score -128196.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -128229.210938 Penalty: 3514.191895
	Iteration 14Q: 3 clusters Score -128229.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -128254.273438 Penalty: 3514.191895
	Iteration 15Q: 3 clusters Score -128254.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -128280.085938 Penalty: 3514.191895
	Iteration 16Q: 3 clusters Score -128280.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -128304.726562 Penalty: 3514.191895
	Iteration 17Q: 3 clusters Score -128304.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -128313.304688 Penalty: 3514.191895
	Iteration 18Q: 3 clusters Score -128313.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -128315.609375 Penalty: 3514.191895
	Iteration 19Q: 3 clusters Score -128315.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -128316.539062 Penalty: 3514.191895
	Iteration 20F: 3 clusters Score -128316.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -128324.210938 Penalty: 3514.191895
	Iteration 21Q: 3 clusters Score -128324.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -128355.398438 Penalty: 3514.191895
	Iteration 22Q: 3 clusters Score -128355.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -128412.429688 Penalty: 3514.191895
	Iteration 23Q: 3 clusters Score -128412.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -128518.984375 Penalty: 3514.191895
	Iteration 24Q: 3 clusters Score -128519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -128568.218750 Penalty: 3514.191895
	Iteration 25Q: 3 clusters Score -128568.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -128573.351562 Penalty: 3514.191895
	Iteration 26Q: 3 clusters Score -128573.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -128574.703125 Penalty: 3514.191895
	Iteration 27Q: 3 clusters Score -128574.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -128574.703125 Penalty: 3514.191895
	Iteration 28F: 3 clusters Score -128574.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 10900 members 
Mstep: Class 3 contains 57366 members 
Mstep: Class 4 contains 9281 members 
Mstep: Class 5 contains 4096 members 
Mstep: Class 6 contains 17346 members 
Mstep: Class 7 contains 14713 members 
Mstep: Class 8 contains 126851 members 
Mstep: Class 9 contains 12316 members 
Mstep: Class 10 contains 201680 members 
Mstep: Class 11 contains 212243 members 
Mstep: Class 12 contains 12521 members 
Mstep: Class 13 contains 325305 members 
Mstep: Class 14 contains 311 members 
Mstep: Class 15 contains 41628 members 
Mstep: Class 16 contains 41931 members 
Mstep: Class 17 contains 15376 members 
Mstep: Class 18 contains 16505 members 
Mstep: Class 19 contains 6566 members 
Mstep: Class 20 contains 5752 members 
Mstep: Class 21 contains 40829 members 
Mstep: Class 22 contains 28994 members 
Mstep: Class 23 contains 175495 members 
Mstep: Class 24 contains 92756 members 
Mstep: Class 25 contains 8770 members 
Mstep: Class 26 contains 228720 members 
Mstep: Class 27 contains 29977 members 
Mstep: Class 28 contains 3521 members 
Mstep: Class 29 contains 5813 members 
Mstep: Class 30 contains 104015 members 
Mstep: Class 31 contains 10545 members 
Mstep: Class 32 contains 2948 members 
Mstep: Class 33 contains 82372 members 
Mstep: Class 34 contains 9034 members 
Mstep: Class 35 contains 8611 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8335 members 
Mstep: Class 38 contains 810 members 
Mstep: Class 39 contains 466 members 
Mstep: Class 40 contains 10051 members 
Mstep: Class 41 contains 938 members 
Mstep: Class 42 contains 728 members 
Entering Unmasked Estep 
Score: -235459968.000000 Penalty: 151070.828125
Splitting cluster 39 changes total score from -235461600.000000 to -235459968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (10051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Entering Unmasked Estep 
Score: -1219344.125000 Penalty: 2285.426025
	Iteration 0F: 2 clusters Score -1219344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1211643.375000 Penalty: 4570.852051
	Iteration 0F: 3 clusters Score -1211643 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1213902.500000 Penalty: 4570.852051
	Iteration 1F: 3 clusters Score -1213902 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1214248.375000 Penalty: 4570.852051
	Iteration 2F: 3 clusters Score -1214248 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1214551.250000 Penalty: 4570.852051
	Iteration 3F: 3 clusters Score -1214551 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1214782.125000 Penalty: 4570.852051
	Iteration 4Q: 3 clusters Score -1214782 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1214960.375000 Penalty: 4570.852051
	Iteration 5Q: 3 clusters Score -1214960 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1215107.750000 Penalty: 4570.852051
	Iteration 6Q: 3 clusters Score -1215108 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1215228.125000 Penalty: 4570.852051
	Iteration 7Q: 3 clusters Score -1215228 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1215351.750000 Penalty: 4570.852051
	Iteration 8Q: 3 clusters Score -1215352 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1215473.625000 Penalty: 4570.852051
	Iteration 9Q: 3 clusters Score -1215474 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1215611.375000 Penalty: 4570.852051
	Iteration 10Q: 3 clusters Score -1215611 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1215750.750000 Penalty: 4570.852051
	Iteration 11Q: 3 clusters Score -1215751 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1215897.875000 Penalty: 4570.852051
	Iteration 12Q: 3 clusters Score -1215898 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1216036.250000 Penalty: 4570.852051
	Iteration 13Q: 3 clusters Score -1216036 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1216156.000000 Penalty: 4570.852051
	Iteration 14Q: 3 clusters Score -1216156 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1216277.875000 Penalty: 4570.852051
	Iteration 15Q: 3 clusters Score -1216278 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1216421.625000 Penalty: 4570.852051
	Iteration 16Q: 3 clusters Score -1216422 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1216542.375000 Penalty: 4570.852051
	Iteration 17Q: 3 clusters Score -1216542 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1216650.625000 Penalty: 4570.852051
	Iteration 18Q: 3 clusters Score -1216651 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1216731.625000 Penalty: 4570.852051
	Iteration 19Q: 3 clusters Score -1216732 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1216809.125000 Penalty: 4570.852051
	Iteration 20F: 3 clusters Score -1216809 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1216876.875000 Penalty: 4570.852051
	Iteration 21Q: 3 clusters Score -1216877 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1216933.500000 Penalty: 4570.852051
	Iteration 22Q: 3 clusters Score -1216934 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1216982.500000 Penalty: 4570.852051
	Iteration 23Q: 3 clusters Score -1216982 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1217025.875000 Penalty: 4570.852051
	Iteration 24Q: 3 clusters Score -1217026 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1217061.750000 Penalty: 4570.852051
	Iteration 25Q: 3 clusters Score -1217062 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1217089.250000 Penalty: 4570.852051
	Iteration 26Q: 3 clusters Score -1217089 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1217111.750000 Penalty: 4570.852051
	Iteration 27Q: 3 clusters Score -1217112 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1217133.875000 Penalty: 4570.852051
	Iteration 28Q: 3 clusters Score -1217134 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1217148.000000 Penalty: 4570.852051
	Iteration 29Q: 3 clusters Score -1217148 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1217158.750000 Penalty: 4570.852051
	Iteration 30Q: 3 clusters Score -1217159 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1217168.500000 Penalty: 4570.852051
	Iteration 31Q: 3 clusters Score -1217168 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1217179.375000 Penalty: 4570.852051
	Iteration 32Q: 3 clusters Score -1217179 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1217184.875000 Penalty: 4570.852051
	Iteration 33Q: 3 clusters Score -1217185 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1217189.375000 Penalty: 4570.852051
	Iteration 34Q: 3 clusters Score -1217189 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1217193.500000 Penalty: 4570.852051
	Iteration 35Q: 3 clusters Score -1217194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1217198.125000 Penalty: 4570.852051
	Iteration 36Q: 3 clusters Score -1217198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1217199.375000 Penalty: 4570.852051
	Iteration 37Q: 3 clusters Score -1217199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1217201.000000 Penalty: 4570.852051
	Iteration 38Q: 3 clusters Score -1217201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1217198.625000 Penalty: 4570.852051
	Iteration 39Q: 3 clusters Score -1217199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1217201.250000 Penalty: 4570.852051
	Iteration 40F: 3 clusters Score -1217201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1217204.750000 Penalty: 4570.852051
	Iteration 41Q: 3 clusters Score -1217205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1217208.750000 Penalty: 4570.852051
	Iteration 42Q: 3 clusters Score -1217209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1217208.000000 Penalty: 4570.852051
	Iteration 43Q: 3 clusters Score -1217208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1217208.000000 Penalty: 4570.852051
	Iteration 44F: 3 clusters Score -1217208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Entering Unmasked Estep 
Score: -93712.046875 Penalty: 1697.250000
	Iteration 0F: 2 clusters Score -93712.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -91876.625000 Penalty: 3394.500000
	Iteration 0F: 3 clusters Score -91876.62 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -92154.226562 Penalty: 3394.500000
	Iteration 1F: 3 clusters Score -92154.23 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -92261.148438 Penalty: 3394.500000
	Iteration 2F: 3 clusters Score -92261.15 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -92326.796875 Penalty: 3394.500000
	Iteration 3Q: 3 clusters Score -92326.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -92376.531250 Penalty: 3394.500000
	Iteration 4Q: 3 clusters Score -92376.53 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -92416.726562 Penalty: 3394.500000
	Iteration 5Q: 3 clusters Score -92416.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -92455.398438 Penalty: 3394.500000
	Iteration 6Q: 3 clusters Score -92455.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -92484.914062 Penalty: 3394.500000
	Iteration 7Q: 3 clusters Score -92484.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -92503.218750 Penalty: 3394.500000
	Iteration 8Q: 3 clusters Score -92503.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -92516.945312 Penalty: 3394.500000
	Iteration 9Q: 3 clusters Score -92516.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -92532.343750 Penalty: 3394.500000
	Iteration 10Q: 3 clusters Score -92532.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -92541.726562 Penalty: 3394.500000
	Iteration 11Q: 3 clusters Score -92541.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -92566.773438 Penalty: 3394.500000
	Iteration 12Q: 3 clusters Score -92566.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -92589.078125 Penalty: 3394.500000
	Iteration 13Q: 3 clusters Score -92589.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -92613.757812 Penalty: 3394.500000
	Iteration 14Q: 3 clusters Score -92613.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -92641.078125 Penalty: 3394.500000
	Iteration 15Q: 3 clusters Score -92641.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -92651.921875 Penalty: 3394.500000
	Iteration 16Q: 3 clusters Score -92651.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -92657.031250 Penalty: 3394.500000
	Iteration 17Q: 3 clusters Score -92657.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -92667.015625 Penalty: 3394.500000
	Iteration 18Q: 3 clusters Score -92667.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -92684.781250 Penalty: 3394.500000
	Iteration 19Q: 3 clusters Score -92684.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -92707.015625 Penalty: 3394.500000
	Iteration 20F: 3 clusters Score -92707.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -92730.601562 Penalty: 3394.500000
	Iteration 21Q: 3 clusters Score -92730.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -92755.812500 Penalty: 3394.500000
	Iteration 22Q: 3 clusters Score -92755.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -92774.093750 Penalty: 3394.500000
	Iteration 23Q: 3 clusters Score -92774.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -92786.054688 Penalty: 3394.500000
	Iteration 24Q: 3 clusters Score -92786.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -92831.648438 Penalty: 3394.500000
	Iteration 25Q: 3 clusters Score -92831.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -92855.828125 Penalty: 3394.500000
	Iteration 26Q: 3 clusters Score -92855.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -92890.359375 Penalty: 3394.500000
	Iteration 27Q: 3 clusters Score -92890.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -92910.976562 Penalty: 3394.500000
	Iteration 28Q: 3 clusters Score -92910.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -92925.453125 Penalty: 3394.500000
	Iteration 29Q: 3 clusters Score -92925.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -92935.367188 Penalty: 3394.500000
	Iteration 30Q: 3 clusters Score -92935.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -92943.054688 Penalty: 3394.500000
	Iteration 31Q: 3 clusters Score -92943.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -92948.078125 Penalty: 3394.500000
	Iteration 32Q: 3 clusters Score -92948.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -92951.968750 Penalty: 3394.500000
	Iteration 33Q: 3 clusters Score -92951.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -92960.179688 Penalty: 3394.500000
	Iteration 34Q: 3 clusters Score -92960.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -92973.132812 Penalty: 3394.500000
	Iteration 35Q: 3 clusters Score -92973.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -92982.820312 Penalty: 3394.500000
	Iteration 36Q: 3 clusters Score -92982.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -93003.570312 Penalty: 3394.500000
	Iteration 37Q: 3 clusters Score -93003.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -93024.382812 Penalty: 3394.500000
	Iteration 38Q: 3 clusters Score -93024.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -93044.734375 Penalty: 3394.500000
	Iteration 39Q: 3 clusters Score -93044.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -93077.968750 Penalty: 3394.500000
	Iteration 40F: 3 clusters Score -93077.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -93113.882812 Penalty: 3394.500000
	Iteration 41Q: 3 clusters Score -93113.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -93133.234375 Penalty: 3394.500000
	Iteration 42Q: 3 clusters Score -93133.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -93143.851562 Penalty: 3394.500000
	Iteration 43Q: 3 clusters Score -93143.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -93149.453125 Penalty: 3394.500000
	Iteration 44Q: 3 clusters Score -93149.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -93156.781250 Penalty: 3394.500000
	Iteration 45Q: 3 clusters Score -93156.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -93162.453125 Penalty: 3394.500000
	Iteration 46Q: 3 clusters Score -93162.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -93171.000000 Penalty: 3394.500000
	Iteration 47Q: 3 clusters Score -93171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -93176.796875 Penalty: 3394.500000
	Iteration 48Q: 3 clusters Score -93176.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -93178.578125 Penalty: 3394.500000
	Iteration 49Q: 3 clusters Score -93178.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -93180.218750 Penalty: 3394.500000
	Iteration 50Q: 3 clusters Score -93180.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -93180.218750 Penalty: 3394.500000
	Iteration 51F: 3 clusters Score -93180.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 10900 members 
Mstep: Class 3 contains 57366 members 
Mstep: Class 4 contains 9281 members 
Mstep: Class 5 contains 4096 members 
Mstep: Class 6 contains 17346 members 
Mstep: Class 7 contains 14713 members 
Mstep: Class 8 contains 126851 members 
Mstep: Class 9 contains 12316 members 
Mstep: Class 10 contains 201680 members 
Mstep: Class 11 contains 212243 members 
Mstep: Class 12 contains 12521 members 
Mstep: Class 13 contains 325305 members 
Mstep: Class 14 contains 311 members 
Mstep: Class 15 contains 41628 members 
Mstep: Class 16 contains 41931 members 
Mstep: Class 17 contains 15376 members 
Mstep: Class 18 contains 16505 members 
Mstep: Class 19 contains 6566 members 
Mstep: Class 20 contains 5752 members 
Mstep: Class 21 contains 40829 members 
Mstep: Class 22 contains 28994 members 
Mstep: Class 23 contains 175495 members 
Mstep: Class 24 contains 92756 members 
Mstep: Class 25 contains 8770 members 
Mstep: Class 26 contains 228720 members 
Mstep: Class 27 contains 29977 members 
Mstep: Class 28 contains 3521 members 
Mstep: Class 29 contains 5813 members 
Mstep: Class 30 contains 104015 members 
Mstep: Class 31 contains 10545 members 
Mstep: Class 32 contains 2948 members 
Mstep: Class 33 contains 82372 members 
Mstep: Class 34 contains 9034 members 
Mstep: Class 35 contains 8611 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8335 members 
Mstep: Class 38 contains 810 members 
Mstep: Class 39 contains 1194 members 
Mstep: Class 40 contains 10051 members 
Mstep: Class 41 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461104.000000 Penalty: 147473.906250
Iteration 239Q: 42 clusters Score -2.354611e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 10896 members 
Mstep: Class 3 contains 57366 members 
Mstep: Class 4 contains 9281 members 
Mstep: Class 5 contains 4097 members 
Mstep: Class 6 contains 17348 members 
Mstep: Class 7 contains 14716 members 
Mstep: Class 8 contains 126848 members 
Mstep: Class 9 contains 12315 members 
Mstep: Class 10 contains 201645 members 
Mstep: Class 11 contains 212259 members 
Mstep: Class 12 contains 12522 members 
Mstep: Class 13 contains 325319 members 
Mstep: Class 14 contains 311 members 
Mstep: Class 15 contains 41634 members 
Mstep: Class 16 contains 41923 members 
Mstep: Class 17 contains 15298 members 
Mstep: Class 18 contains 16508 members 
Mstep: Class 19 contains 6565 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 40823 members 
Mstep: Class 22 contains 28991 members 
Mstep: Class 23 contains 175513 members 
Mstep: Class 24 contains 92791 members 
Mstep: Class 25 contains 8770 members 
Mstep: Class 26 contains 228691 members 
Mstep: Class 27 contains 29972 members 
Mstep: Class 28 contains 3518 members 
Mstep: Class 29 contains 5812 members 
Mstep: Class 30 contains 104012 members 
Mstep: Class 31 contains 10619 members 
Mstep: Class 32 contains 2944 members 
Mstep: Class 33 contains 82364 members 
Mstep: Class 34 contains 9032 members 
Mstep: Class 35 contains 8613 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8337 members 
Mstep: Class 38 contains 810 members 
Mstep: Class 39 contains 1194 members 
Mstep: Class 40 contains 10062 members 
Mstep: Class 41 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461280.000000 Penalty: 147473.906250
Iteration 240F: 42 clusters Score -2.354613e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 10896 members 
Mstep: Class 3 contains 57367 members 
Mstep: Class 4 contains 9282 members 
Mstep: Class 5 contains 4097 members 
Mstep: Class 6 contains 17354 members 
Mstep: Class 7 contains 14718 members 
Mstep: Class 8 contains 126848 members 
Mstep: Class 9 contains 12315 members 
Mstep: Class 10 contains 201606 members 
Mstep: Class 11 contains 212268 members 
Mstep: Class 12 contains 12521 members 
Mstep: Class 13 contains 325328 members 
Mstep: Class 14 contains 311 members 
Mstep: Class 15 contains 41637 members 
Mstep: Class 16 contains 41915 members 
Mstep: Class 17 contains 15231 members 
Mstep: Class 18 contains 16510 members 
Mstep: Class 19 contains 6565 members 
Mstep: Class 20 contains 5762 members 
Mstep: Class 21 contains 40815 members 
Mstep: Class 22 contains 28988 members 
Mstep: Class 23 contains 175518 members 
Mstep: Class 24 contains 92807 members 
Mstep: Class 25 contains 8771 members 
Mstep: Class 26 contains 228677 members 
Mstep: Class 27 contains 29968 members 
Mstep: Class 28 contains 3516 members 
Mstep: Class 29 contains 5810 members 
Mstep: Class 30 contains 104014 members 
Mstep: Class 31 contains 10696 members 
Mstep: Class 32 contains 2942 members 
Mstep: Class 33 contains 82363 members 
Mstep: Class 34 contains 9029 members 
Mstep: Class 35 contains 8615 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8337 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1194 members 
Mstep: Class 40 contains 10073 members 
Mstep: Class 41 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461296.000000 Penalty: 147473.906250
Iteration 241Q: 42 clusters Score -2.354613e+08 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 10892 members 
Mstep: Class 3 contains 57371 members 
Mstep: Class 4 contains 9282 members 
Mstep: Class 5 contains 4097 members 
Mstep: Class 6 contains 17359 members 
Mstep: Class 7 contains 14721 members 
Mstep: Class 8 contains 126844 members 
Mstep: Class 9 contains 12315 members 
Mstep: Class 10 contains 201585 members 
Mstep: Class 11 contains 212258 members 
Mstep: Class 12 contains 12522 members 
Mstep: Class 13 contains 325328 members 
Mstep: Class 14 contains 311 members 
Mstep: Class 15 contains 41641 members 
Mstep: Class 16 contains 41915 members 
Mstep: Class 17 contains 15153 members 
Mstep: Class 18 contains 16511 members 
Mstep: Class 19 contains 6565 members 
Mstep: Class 20 contains 5770 members 
Mstep: Class 21 contains 40797 members 
Mstep: Class 22 contains 28987 members 
Mstep: Class 23 contains 175522 members 
Mstep: Class 24 contains 92831 members 
Mstep: Class 25 contains 8773 members 
Mstep: Class 26 contains 228647 members 
Mstep: Class 27 contains 29970 members 
Mstep: Class 28 contains 3516 members 
Mstep: Class 29 contains 5805 members 
Mstep: Class 30 contains 104010 members 
Mstep: Class 31 contains 10787 members 
Mstep: Class 32 contains 2947 members 
Mstep: Class 33 contains 82369 members 
Mstep: Class 34 contains 9026 members 
Mstep: Class 35 contains 8616 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8341 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1194 members 
Mstep: Class 40 contains 10083 members 
Mstep: Class 41 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461456.000000 Penalty: 147473.906250
Iteration 242Q: 42 clusters Score -2.354615e+08 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 10892 members 
Mstep: Class 3 contains 57373 members 
Mstep: Class 4 contains 9282 members 
Mstep: Class 5 contains 4098 members 
Mstep: Class 6 contains 17358 members 
Mstep: Class 7 contains 14720 members 
Mstep: Class 8 contains 126839 members 
Mstep: Class 9 contains 12315 members 
Mstep: Class 10 contains 201535 members 
Mstep: Class 11 contains 212260 members 
Mstep: Class 12 contains 12524 members 
Mstep: Class 13 contains 325328 members 
Mstep: Class 14 contains 311 members 
Mstep: Class 15 contains 41642 members 
Mstep: Class 16 contains 41900 members 
Mstep: Class 17 contains 15048 members 
Mstep: Class 18 contains 16516 members 
Mstep: Class 19 contains 6562 members 
Mstep: Class 20 contains 5774 members 
Mstep: Class 21 contains 40784 members 
Mstep: Class 22 contains 28983 members 
Mstep: Class 23 contains 175537 members 
Mstep: Class 24 contains 92865 members 
Mstep: Class 25 contains 8776 members 
Mstep: Class 26 contains 228632 members 
Mstep: Class 27 contains 29973 members 
Mstep: Class 28 contains 3515 members 
Mstep: Class 29 contains 5801 members 
Mstep: Class 30 contains 104015 members 
Mstep: Class 31 contains 10911 members 
Mstep: Class 32 contains 2946 members 
Mstep: Class 33 contains 82372 members 
Mstep: Class 34 contains 9023 members 
Mstep: Class 35 contains 8622 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8345 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1194 members 
Mstep: Class 40 contains 10090 members 
Mstep: Class 41 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461232.000000 Penalty: 147473.906250
Iteration 243Q: 42 clusters Score -2.354612e+08 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 10886 members 
Mstep: Class 3 contains 57377 members 
Mstep: Class 4 contains 9281 members 
Mstep: Class 5 contains 4098 members 
Mstep: Class 6 contains 17359 members 
Mstep: Class 7 contains 14719 members 
Mstep: Class 8 contains 126836 members 
Mstep: Class 9 contains 12317 members 
Mstep: Class 10 contains 201496 members 
Mstep: Class 11 contains 212251 members 
Mstep: Class 12 contains 12529 members 
Mstep: Class 13 contains 325355 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41647 members 
Mstep: Class 16 contains 41898 members 
Mstep: Class 17 contains 14959 members 
Mstep: Class 18 contains 16521 members 
Mstep: Class 19 contains 6563 members 
Mstep: Class 20 contains 5780 members 
Mstep: Class 21 contains 40757 members 
Mstep: Class 22 contains 28977 members 
Mstep: Class 23 contains 175545 members 
Mstep: Class 24 contains 92887 members 
Mstep: Class 25 contains 8776 members 
Mstep: Class 26 contains 228618 members 
Mstep: Class 27 contains 29975 members 
Mstep: Class 28 contains 3507 members 
Mstep: Class 29 contains 5805 members 
Mstep: Class 30 contains 104014 members 
Mstep: Class 31 contains 11000 members 
Mstep: Class 32 contains 2952 members 
Mstep: Class 33 contains 82372 members 
Mstep: Class 34 contains 9022 members 
Mstep: Class 35 contains 8628 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8349 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1194 members 
Mstep: Class 40 contains 10099 members 
Mstep: Class 41 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461568.000000 Penalty: 147473.906250
Iteration 244Q: 42 clusters Score -2.354616e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 10886 members 
Mstep: Class 3 contains 57376 members 
Mstep: Class 4 contains 9281 members 
Mstep: Class 5 contains 4098 members 
Mstep: Class 6 contains 17360 members 
Mstep: Class 7 contains 14722 members 
Mstep: Class 8 contains 126822 members 
Mstep: Class 9 contains 12315 members 
Mstep: Class 10 contains 201463 members 
Mstep: Class 11 contains 212246 members 
Mstep: Class 12 contains 12528 members 
Mstep: Class 13 contains 325384 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41650 members 
Mstep: Class 16 contains 41897 members 
Mstep: Class 17 contains 14849 members 
Mstep: Class 18 contains 16523 members 
Mstep: Class 19 contains 6561 members 
Mstep: Class 20 contains 5797 members 
Mstep: Class 21 contains 40721 members 
Mstep: Class 22 contains 28972 members 
Mstep: Class 23 contains 175559 members 
Mstep: Class 24 contains 92918 members 
Mstep: Class 25 contains 8776 members 
Mstep: Class 26 contains 228588 members 
Mstep: Class 27 contains 29973 members 
Mstep: Class 28 contains 3504 members 
Mstep: Class 29 contains 5805 members 
Mstep: Class 30 contains 104020 members 
Mstep: Class 31 contains 11115 members 
Mstep: Class 32 contains 2957 members 
Mstep: Class 33 contains 82377 members 
Mstep: Class 34 contains 9020 members 
Mstep: Class 35 contains 8632 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8349 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1194 members 
Mstep: Class 40 contains 10111 members 
Mstep: Class 41 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461472.000000 Penalty: 147473.906250
Iteration 245Q: 42 clusters Score -2.354615e+08 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 10885 members 
Mstep: Class 3 contains 57377 members 
Mstep: Class 4 contains 9283 members 
Mstep: Class 5 contains 4097 members 
Mstep: Class 6 contains 17359 members 
Mstep: Class 7 contains 14723 members 
Mstep: Class 8 contains 126806 members 
Mstep: Class 9 contains 12313 members 
Mstep: Class 10 contains 201436 members 
Mstep: Class 11 contains 212239 members 
Mstep: Class 12 contains 12528 members 
Mstep: Class 13 contains 325404 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41652 members 
Mstep: Class 16 contains 41897 members 
Mstep: Class 17 contains 14727 members 
Mstep: Class 18 contains 16528 members 
Mstep: Class 19 contains 6561 members 
Mstep: Class 20 contains 5816 members 
Mstep: Class 21 contains 40699 members 
Mstep: Class 22 contains 28972 members 
Mstep: Class 23 contains 175566 members 
Mstep: Class 24 contains 92951 members 
Mstep: Class 25 contains 8784 members 
Mstep: Class 26 contains 228563 members 
Mstep: Class 27 contains 29968 members 
Mstep: Class 28 contains 3500 members 
Mstep: Class 29 contains 5806 members 
Mstep: Class 30 contains 104023 members 
Mstep: Class 31 contains 11232 members 
Mstep: Class 32 contains 2962 members 
Mstep: Class 33 contains 82382 members 
Mstep: Class 34 contains 9018 members 
Mstep: Class 35 contains 8633 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8350 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1194 members 
Mstep: Class 40 contains 10116 members 
Mstep: Class 41 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461424.000000 Penalty: 147473.906250
Iteration 246Q: 42 clusters Score -2.354614e+08 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 10882 members 
Mstep: Class 3 contains 57376 members 
Mstep: Class 4 contains 9283 members 
Mstep: Class 5 contains 4096 members 
Mstep: Class 6 contains 17361 members 
Mstep: Class 7 contains 14726 members 
Mstep: Class 8 contains 126796 members 
Mstep: Class 9 contains 12308 members 
Mstep: Class 10 contains 201415 members 
Mstep: Class 11 contains 212238 members 
Mstep: Class 12 contains 12529 members 
Mstep: Class 13 contains 325433 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41653 members 
Mstep: Class 16 contains 41892 members 
Mstep: Class 17 contains 14579 members 
Mstep: Class 18 contains 16529 members 
Mstep: Class 19 contains 6564 members 
Mstep: Class 20 contains 5831 members 
Mstep: Class 21 contains 40670 members 
Mstep: Class 22 contains 28968 members 
Mstep: Class 23 contains 175583 members 
Mstep: Class 24 contains 92971 members 
Mstep: Class 25 contains 8789 members 
Mstep: Class 26 contains 228554 members 
Mstep: Class 27 contains 29963 members 
Mstep: Class 28 contains 3496 members 
Mstep: Class 29 contains 5804 members 
Mstep: Class 30 contains 104021 members 
Mstep: Class 31 contains 11369 members 
Mstep: Class 32 contains 2967 members 
Mstep: Class 33 contains 82378 members 
Mstep: Class 34 contains 9015 members 
Mstep: Class 35 contains 8640 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8357 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1194 members 
Mstep: Class 40 contains 10122 members 
Mstep: Class 41 contains 946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461312.000000 Penalty: 147473.906250
Iteration 247Q: 42 clusters Score -2.354613e+08 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 10880 members 
Mstep: Class 3 contains 57377 members 
Mstep: Class 4 contains 9284 members 
Mstep: Class 5 contains 4098 members 
Mstep: Class 6 contains 17359 members 
Mstep: Class 7 contains 14730 members 
Mstep: Class 8 contains 126777 members 
Mstep: Class 9 contains 12306 members 
Mstep: Class 10 contains 201403 members 
Mstep: Class 11 contains 212252 members 
Mstep: Class 12 contains 12530 members 
Mstep: Class 13 contains 325441 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41663 members 
Mstep: Class 16 contains 41884 members 
Mstep: Class 17 contains 14456 members 
Mstep: Class 18 contains 16534 members 
Mstep: Class 19 contains 6564 members 
Mstep: Class 20 contains 5843 members 
Mstep: Class 21 contains 40623 members 
Mstep: Class 22 contains 28964 members 
Mstep: Class 23 contains 175584 members 
Mstep: Class 24 contains 93002 members 
Mstep: Class 25 contains 8795 members 
Mstep: Class 26 contains 228527 members 
Mstep: Class 27 contains 29958 members 
Mstep: Class 28 contains 3494 members 
Mstep: Class 29 contains 5801 members 
Mstep: Class 30 contains 104019 members 
Mstep: Class 31 contains 11518 members 
Mstep: Class 32 contains 2967 members 
Mstep: Class 33 contains 82381 members 
Mstep: Class 34 contains 9008 members 
Mstep: Class 35 contains 8644 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8359 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1193 members 
Mstep: Class 40 contains 10132 members 
Mstep: Class 41 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461808.000000 Penalty: 147473.906250
Iteration 248Q: 42 clusters Score -2.354618e+08 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 10874 members 
Mstep: Class 3 contains 57378 members 
Mstep: Class 4 contains 9284 members 
Mstep: Class 5 contains 4097 members 
Mstep: Class 6 contains 17355 members 
Mstep: Class 7 contains 14731 members 
Mstep: Class 8 contains 126761 members 
Mstep: Class 9 contains 12308 members 
Mstep: Class 10 contains 201373 members 
Mstep: Class 11 contains 212258 members 
Mstep: Class 12 contains 12534 members 
Mstep: Class 13 contains 325457 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41669 members 
Mstep: Class 16 contains 41865 members 
Mstep: Class 17 contains 14366 members 
Mstep: Class 18 contains 16541 members 
Mstep: Class 19 contains 6563 members 
Mstep: Class 20 contains 5852 members 
Mstep: Class 21 contains 40575 members 
Mstep: Class 22 contains 28964 members 
Mstep: Class 23 contains 175592 members 
Mstep: Class 24 contains 93036 members 
Mstep: Class 25 contains 8797 members 
Mstep: Class 26 contains 228503 members 
Mstep: Class 27 contains 29955 members 
Mstep: Class 28 contains 3493 members 
Mstep: Class 29 contains 5798 members 
Mstep: Class 30 contains 104019 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 2970 members 
Mstep: Class 33 contains 82376 members 
Mstep: Class 34 contains 9003 members 
Mstep: Class 35 contains 8646 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8362 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1193 members 
Mstep: Class 40 contains 10149 members 
Mstep: Class 41 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461360.000000 Penalty: 147473.906250
Iteration 249Q: 42 clusters Score -2.354614e+08 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 10874 members 
Mstep: Class 3 contains 57378 members 
Mstep: Class 4 contains 9284 members 
Mstep: Class 5 contains 4095 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 14736 members 
Mstep: Class 8 contains 126744 members 
Mstep: Class 9 contains 12309 members 
Mstep: Class 10 contains 201339 members 
Mstep: Class 11 contains 212260 members 
Mstep: Class 12 contains 12535 members 
Mstep: Class 13 contains 325472 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41673 members 
Mstep: Class 16 contains 41857 members 
Mstep: Class 17 contains 14273 members 
Mstep: Class 18 contains 16538 members 
Mstep: Class 19 contains 6558 members 
Mstep: Class 20 contains 5862 members 
Mstep: Class 21 contains 40550 members 
Mstep: Class 22 contains 28957 members 
Mstep: Class 23 contains 175614 members 
Mstep: Class 24 contains 93062 members 
Mstep: Class 25 contains 8796 members 
Mstep: Class 26 contains 228481 members 
Mstep: Class 27 contains 29951 members 
Mstep: Class 28 contains 3491 members 
Mstep: Class 29 contains 5796 members 
Mstep: Class 30 contains 104019 members 
Mstep: Class 31 contains 11777 members 
Mstep: Class 32 contains 2975 members 
Mstep: Class 33 contains 82383 members 
Mstep: Class 34 contains 8992 members 
Mstep: Class 35 contains 8652 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8366 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1193 members 
Mstep: Class 40 contains 10157 members 
Mstep: Class 41 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461648.000000 Penalty: 147473.906250
Iteration 250Q: 42 clusters Score -2.354616e+08 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 10873 members 
Mstep: Class 3 contains 57375 members 
Mstep: Class 4 contains 9283 members 
Mstep: Class 5 contains 4095 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 14741 members 
Mstep: Class 8 contains 126725 members 
Mstep: Class 9 contains 12310 members 
Mstep: Class 10 contains 201297 members 
Mstep: Class 11 contains 212246 members 
Mstep: Class 12 contains 12538 members 
Mstep: Class 13 contains 325481 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41675 members 
Mstep: Class 16 contains 41836 members 
Mstep: Class 17 contains 14189 members 
Mstep: Class 18 contains 16539 members 
Mstep: Class 19 contains 6554 members 
Mstep: Class 20 contains 5869 members 
Mstep: Class 21 contains 40510 members 
Mstep: Class 22 contains 28951 members 
Mstep: Class 23 contains 175626 members 
Mstep: Class 24 contains 93086 members 
Mstep: Class 25 contains 8795 members 
Mstep: Class 26 contains 228480 members 
Mstep: Class 27 contains 29945 members 
Mstep: Class 28 contains 3491 members 
Mstep: Class 29 contains 5794 members 
Mstep: Class 30 contains 104026 members 
Mstep: Class 31 contains 11923 members 
Mstep: Class 32 contains 2980 members 
Mstep: Class 33 contains 82387 members 
Mstep: Class 34 contains 8990 members 
Mstep: Class 35 contains 8656 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8370 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1193 members 
Mstep: Class 40 contains 10171 members 
Mstep: Class 41 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461680.000000 Penalty: 147473.906250
Iteration 251Q: 42 clusters Score -2.354617e+08 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 10868 members 
Mstep: Class 3 contains 57377 members 
Mstep: Class 4 contains 9283 members 
Mstep: Class 5 contains 4093 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 14750 members 
Mstep: Class 8 contains 126705 members 
Mstep: Class 9 contains 12310 members 
Mstep: Class 10 contains 201267 members 
Mstep: Class 11 contains 212230 members 
Mstep: Class 12 contains 12541 members 
Mstep: Class 13 contains 325500 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41672 members 
Mstep: Class 16 contains 41814 members 
Mstep: Class 17 contains 14116 members 
Mstep: Class 18 contains 16533 members 
Mstep: Class 19 contains 6552 members 
Mstep: Class 20 contains 5878 members 
Mstep: Class 21 contains 40475 members 
Mstep: Class 22 contains 28949 members 
Mstep: Class 23 contains 175640 members 
Mstep: Class 24 contains 93108 members 
Mstep: Class 25 contains 8796 members 
Mstep: Class 26 contains 228465 members 
Mstep: Class 27 contains 29940 members 
Mstep: Class 28 contains 3490 members 
Mstep: Class 29 contains 5792 members 
Mstep: Class 30 contains 104027 members 
Mstep: Class 31 contains 12059 members 
Mstep: Class 32 contains 2980 members 
Mstep: Class 33 contains 82392 members 
Mstep: Class 34 contains 8989 members 
Mstep: Class 35 contains 8658 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8375 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1193 members 
Mstep: Class 40 contains 10181 members 
Mstep: Class 41 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461712.000000 Penalty: 147473.906250
Iteration 252Q: 42 clusters Score -2.354617e+08 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 10859 members 
Mstep: Class 3 contains 57379 members 
Mstep: Class 4 contains 9283 members 
Mstep: Class 5 contains 4097 members 
Mstep: Class 6 contains 17352 members 
Mstep: Class 7 contains 14755 members 
Mstep: Class 8 contains 126686 members 
Mstep: Class 9 contains 12310 members 
Mstep: Class 10 contains 201228 members 
Mstep: Class 11 contains 212224 members 
Mstep: Class 12 contains 12541 members 
Mstep: Class 13 contains 325517 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41673 members 
Mstep: Class 16 contains 41795 members 
Mstep: Class 17 contains 14035 members 
Mstep: Class 18 contains 16534 members 
Mstep: Class 19 contains 6553 members 
Mstep: Class 20 contains 5881 members 
Mstep: Class 21 contains 40468 members 
Mstep: Class 22 contains 28941 members 
Mstep: Class 23 contains 175640 members 
Mstep: Class 24 contains 93124 members 
Mstep: Class 25 contains 8799 members 
Mstep: Class 26 contains 228453 members 
Mstep: Class 27 contains 29940 members 
Mstep: Class 28 contains 3490 members 
Mstep: Class 29 contains 5790 members 
Mstep: Class 30 contains 104038 members 
Mstep: Class 31 contains 12191 members 
Mstep: Class 32 contains 2981 members 
Mstep: Class 33 contains 82387 members 
Mstep: Class 34 contains 8989 members 
Mstep: Class 35 contains 8663 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8372 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1193 members 
Mstep: Class 40 contains 10188 members 
Mstep: Class 41 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461264.000000 Penalty: 147473.906250
Iteration 253Q: 42 clusters Score -2.354613e+08 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 10851 members 
Mstep: Class 3 contains 57377 members 
Mstep: Class 4 contains 9283 members 
Mstep: Class 5 contains 4098 members 
Mstep: Class 6 contains 17355 members 
Mstep: Class 7 contains 14763 members 
Mstep: Class 8 contains 126672 members 
Mstep: Class 9 contains 12309 members 
Mstep: Class 10 contains 201195 members 
Mstep: Class 11 contains 212230 members 
Mstep: Class 12 contains 12545 members 
Mstep: Class 13 contains 325535 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41672 members 
Mstep: Class 16 contains 41774 members 
Mstep: Class 17 contains 13944 members 
Mstep: Class 18 contains 16533 members 
Mstep: Class 19 contains 6553 members 
Mstep: Class 20 contains 5885 members 
Mstep: Class 21 contains 40457 members 
Mstep: Class 22 contains 28936 members 
Mstep: Class 23 contains 175654 members 
Mstep: Class 24 contains 93136 members 
Mstep: Class 25 contains 8797 members 
Mstep: Class 26 contains 228468 members 
Mstep: Class 27 contains 29935 members 
Mstep: Class 28 contains 3492 members 
Mstep: Class 29 contains 5788 members 
Mstep: Class 30 contains 104050 members 
Mstep: Class 31 contains 12292 members 
Mstep: Class 32 contains 2983 members 
Mstep: Class 33 contains 82380 members 
Mstep: Class 34 contains 8982 members 
Mstep: Class 35 contains 8669 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8373 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1193 members 
Mstep: Class 40 contains 10191 members 
Mstep: Class 41 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461808.000000 Penalty: 147473.906250
Iteration 254Q: 42 clusters Score -2.354618e+08 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 10842 members 
Mstep: Class 3 contains 57378 members 
Mstep: Class 4 contains 9283 members 
Mstep: Class 5 contains 4100 members 
Mstep: Class 6 contains 17357 members 
Mstep: Class 7 contains 14762 members 
Mstep: Class 8 contains 126665 members 
Mstep: Class 9 contains 12309 members 
Mstep: Class 10 contains 201152 members 
Mstep: Class 11 contains 212248 members 
Mstep: Class 12 contains 12543 members 
Mstep: Class 13 contains 325564 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41672 members 
Mstep: Class 16 contains 41744 members 
Mstep: Class 17 contains 13856 members 
Mstep: Class 18 contains 16536 members 
Mstep: Class 19 contains 6548 members 
Mstep: Class 20 contains 5891 members 
Mstep: Class 21 contains 40451 members 
Mstep: Class 22 contains 28928 members 
Mstep: Class 23 contains 175663 members 
Mstep: Class 24 contains 93154 members 
Mstep: Class 25 contains 8796 members 
Mstep: Class 26 contains 228468 members 
Mstep: Class 27 contains 29935 members 
Mstep: Class 28 contains 3491 members 
Mstep: Class 29 contains 5785 members 
Mstep: Class 30 contains 104052 members 
Mstep: Class 31 contains 12389 members 
Mstep: Class 32 contains 2993 members 
Mstep: Class 33 contains 82374 members 
Mstep: Class 34 contains 8980 members 
Mstep: Class 35 contains 8675 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8374 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1193 members 
Mstep: Class 40 contains 10201 members 
Mstep: Class 41 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461984.000000 Penalty: 147473.906250
Iteration 255Q: 42 clusters Score -2.35462e+08 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 10835 members 
Mstep: Class 3 contains 57378 members 
Mstep: Class 4 contains 9283 members 
Mstep: Class 5 contains 4101 members 
Mstep: Class 6 contains 17362 members 
Mstep: Class 7 contains 14762 members 
Mstep: Class 8 contains 126650 members 
Mstep: Class 9 contains 12309 members 
Mstep: Class 10 contains 201141 members 
Mstep: Class 11 contains 212248 members 
Mstep: Class 12 contains 12544 members 
Mstep: Class 13 contains 325593 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41672 members 
Mstep: Class 16 contains 41717 members 
Mstep: Class 17 contains 13773 members 
Mstep: Class 18 contains 16533 members 
Mstep: Class 19 contains 6544 members 
Mstep: Class 20 contains 5903 members 
Mstep: Class 21 contains 40437 members 
Mstep: Class 22 contains 28920 members 
Mstep: Class 23 contains 175672 members 
Mstep: Class 24 contains 93183 members 
Mstep: Class 25 contains 8798 members 
Mstep: Class 26 contains 228445 members 
Mstep: Class 27 contains 29934 members 
Mstep: Class 28 contains 3492 members 
Mstep: Class 29 contains 5781 members 
Mstep: Class 30 contains 104065 members 
Mstep: Class 31 contains 12487 members 
Mstep: Class 32 contains 3002 members 
Mstep: Class 33 contains 82362 members 
Mstep: Class 34 contains 8976 members 
Mstep: Class 35 contains 8677 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8376 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1193 members 
Mstep: Class 40 contains 10204 members 
Mstep: Class 41 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461920.000000 Penalty: 147473.906250
Iteration 256Q: 42 clusters Score -2.354619e+08 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 10824 members 
Mstep: Class 3 contains 57381 members 
Mstep: Class 4 contains 9283 members 
Mstep: Class 5 contains 4102 members 
Mstep: Class 6 contains 17369 members 
Mstep: Class 7 contains 14768 members 
Mstep: Class 8 contains 126644 members 
Mstep: Class 9 contains 12310 members 
Mstep: Class 10 contains 201129 members 
Mstep: Class 11 contains 212231 members 
Mstep: Class 12 contains 12542 members 
Mstep: Class 13 contains 325603 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41671 members 
Mstep: Class 16 contains 41693 members 
Mstep: Class 17 contains 13687 members 
Mstep: Class 18 contains 16531 members 
Mstep: Class 19 contains 6550 members 
Mstep: Class 20 contains 5910 members 
Mstep: Class 21 contains 40433 members 
Mstep: Class 22 contains 28918 members 
Mstep: Class 23 contains 175677 members 
Mstep: Class 24 contains 93221 members 
Mstep: Class 25 contains 8798 members 
Mstep: Class 26 contains 228408 members 
Mstep: Class 27 contains 29935 members 
Mstep: Class 28 contains 3494 members 
Mstep: Class 29 contains 5779 members 
Mstep: Class 30 contains 104077 members 
Mstep: Class 31 contains 12579 members 
Mstep: Class 32 contains 3014 members 
Mstep: Class 33 contains 82361 members 
Mstep: Class 34 contains 8975 members 
Mstep: Class 35 contains 8679 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8377 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1193 members 
Mstep: Class 40 contains 10206 members 
Mstep: Class 41 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462208.000000 Penalty: 147473.906250
Iteration 257Q: 42 clusters Score -2.354622e+08 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 10814 members 
Mstep: Class 3 contains 57377 members 
Mstep: Class 4 contains 9283 members 
Mstep: Class 5 contains 4102 members 
Mstep: Class 6 contains 17369 members 
Mstep: Class 7 contains 14771 members 
Mstep: Class 8 contains 126623 members 
Mstep: Class 9 contains 12313 members 
Mstep: Class 10 contains 201121 members 
Mstep: Class 11 contains 212229 members 
Mstep: Class 12 contains 12543 members 
Mstep: Class 13 contains 325611 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41674 members 
Mstep: Class 16 contains 41673 members 
Mstep: Class 17 contains 13630 members 
Mstep: Class 18 contains 16530 members 
Mstep: Class 19 contains 6550 members 
Mstep: Class 20 contains 5918 members 
Mstep: Class 21 contains 40429 members 
Mstep: Class 22 contains 28916 members 
Mstep: Class 23 contains 175677 members 
Mstep: Class 24 contains 93258 members 
Mstep: Class 25 contains 8799 members 
Mstep: Class 26 contains 228386 members 
Mstep: Class 27 contains 29932 members 
Mstep: Class 28 contains 3495 members 
Mstep: Class 29 contains 5775 members 
Mstep: Class 30 contains 104087 members 
Mstep: Class 31 contains 12665 members 
Mstep: Class 32 contains 3018 members 
Mstep: Class 33 contains 82357 members 
Mstep: Class 34 contains 8969 members 
Mstep: Class 35 contains 8682 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8379 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1193 members 
Mstep: Class 40 contains 10206 members 
Mstep: Class 41 contains 951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462160.000000 Penalty: 147473.906250
Iteration 258Q: 42 clusters Score -2.354622e+08 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 10800 members 
Mstep: Class 3 contains 57375 members 
Mstep: Class 4 contains 9283 members 
Mstep: Class 5 contains 4103 members 
Mstep: Class 6 contains 17371 members 
Mstep: Class 7 contains 14773 members 
Mstep: Class 8 contains 126616 members 
Mstep: Class 9 contains 12314 members 
Mstep: Class 10 contains 201100 members 
Mstep: Class 11 contains 212226 members 
Mstep: Class 12 contains 12545 members 
Mstep: Class 13 contains 325617 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41672 members 
Mstep: Class 16 contains 41663 members 
Mstep: Class 17 contains 13565 members 
Mstep: Class 18 contains 16532 members 
Mstep: Class 19 contains 6549 members 
Mstep: Class 20 contains 5929 members 
Mstep: Class 21 contains 40441 members 
Mstep: Class 22 contains 28912 members 
Mstep: Class 23 contains 175681 members 
Mstep: Class 24 contains 93292 members 
Mstep: Class 25 contains 8801 members 
Mstep: Class 26 contains 228364 members 
Mstep: Class 27 contains 29928 members 
Mstep: Class 28 contains 3495 members 
Mstep: Class 29 contains 5771 members 
Mstep: Class 30 contains 104105 members 
Mstep: Class 31 contains 12722 members 
Mstep: Class 32 contains 3025 members 
Mstep: Class 33 contains 82353 members 
Mstep: Class 34 contains 8962 members 
Mstep: Class 35 contains 8686 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8381 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1193 members 
Mstep: Class 40 contains 10207 members 
Mstep: Class 41 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462288.000000 Penalty: 147473.906250
Iteration 259Q: 42 clusters Score -2.354623e+08 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 10790 members 
Mstep: Class 3 contains 57374 members 
Mstep: Class 4 contains 9283 members 
Mstep: Class 5 contains 4106 members 
Mstep: Class 6 contains 17372 members 
Mstep: Class 7 contains 14777 members 
Mstep: Class 8 contains 126615 members 
Mstep: Class 9 contains 12311 members 
Mstep: Class 10 contains 201085 members 
Mstep: Class 11 contains 212233 members 
Mstep: Class 12 contains 12546 members 
Mstep: Class 13 contains 325632 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41675 members 
Mstep: Class 16 contains 41660 members 
Mstep: Class 17 contains 13484 members 
Mstep: Class 18 contains 16532 members 
Mstep: Class 19 contains 6551 members 
Mstep: Class 20 contains 5933 members 
Mstep: Class 21 contains 40450 members 
Mstep: Class 22 contains 28904 members 
Mstep: Class 23 contains 175691 members 
Mstep: Class 24 contains 93319 members 
Mstep: Class 25 contains 8805 members 
Mstep: Class 26 contains 228336 members 
Mstep: Class 27 contains 29927 members 
Mstep: Class 28 contains 3494 members 
Mstep: Class 29 contains 5770 members 
Mstep: Class 30 contains 104113 members 
Mstep: Class 31 contains 12775 members 
Mstep: Class 32 contains 3035 members 
Mstep: Class 33 contains 82348 members 
Mstep: Class 34 contains 8955 members 
Mstep: Class 35 contains 8686 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8384 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1192 members 
Mstep: Class 40 contains 10212 members 
Mstep: Class 41 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462224.000000 Penalty: 147473.906250
Iteration 260F: 42 clusters Score -2.354622e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 10783 members 
Mstep: Class 3 contains 57374 members 
Mstep: Class 4 contains 9282 members 
Mstep: Class 5 contains 4106 members 
Mstep: Class 6 contains 17373 members 
Mstep: Class 7 contains 14782 members 
Mstep: Class 8 contains 126599 members 
Mstep: Class 9 contains 12312 members 
Mstep: Class 10 contains 201067 members 
Mstep: Class 11 contains 212234 members 
Mstep: Class 12 contains 12549 members 
Mstep: Class 13 contains 325642 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41676 members 
Mstep: Class 16 contains 41659 members 
Mstep: Class 17 contains 13430 members 
Mstep: Class 18 contains 16531 members 
Mstep: Class 19 contains 6554 members 
Mstep: Class 20 contains 5940 members 
Mstep: Class 21 contains 40463 members 
Mstep: Class 22 contains 28897 members 
Mstep: Class 23 contains 175694 members 
Mstep: Class 24 contains 93353 members 
Mstep: Class 25 contains 8807 members 
Mstep: Class 26 contains 228308 members 
Mstep: Class 27 contains 29925 members 
Mstep: Class 28 contains 3494 members 
Mstep: Class 29 contains 5768 members 
Mstep: Class 30 contains 104116 members 
Mstep: Class 31 contains 12830 members 
Mstep: Class 32 contains 3040 members 
Mstep: Class 33 contains 82344 members 
Mstep: Class 34 contains 8944 members 
Mstep: Class 35 contains 8685 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8386 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1192 members 
Mstep: Class 40 contains 10216 members 
Mstep: Class 41 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462304.000000 Penalty: 147473.906250
Iteration 261Q: 42 clusters Score -2.354623e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 10773 members 
Mstep: Class 3 contains 57374 members 
Mstep: Class 4 contains 9281 members 
Mstep: Class 5 contains 4107 members 
Mstep: Class 6 contains 17373 members 
Mstep: Class 7 contains 14785 members 
Mstep: Class 8 contains 126589 members 
Mstep: Class 9 contains 12312 members 
Mstep: Class 10 contains 201039 members 
Mstep: Class 11 contains 212241 members 
Mstep: Class 12 contains 12549 members 
Mstep: Class 13 contains 325654 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41678 members 
Mstep: Class 16 contains 41660 members 
Mstep: Class 17 contains 13402 members 
Mstep: Class 18 contains 16530 members 
Mstep: Class 19 contains 6551 members 
Mstep: Class 20 contains 5941 members 
Mstep: Class 21 contains 40472 members 
Mstep: Class 22 contains 28887 members 
Mstep: Class 23 contains 175701 members 
Mstep: Class 24 contains 93379 members 
Mstep: Class 25 contains 8804 members 
Mstep: Class 26 contains 228285 members 
Mstep: Class 27 contains 29925 members 
Mstep: Class 28 contains 3494 members 
Mstep: Class 29 contains 5773 members 
Mstep: Class 30 contains 104113 members 
Mstep: Class 31 contains 12883 members 
Mstep: Class 32 contains 3041 members 
Mstep: Class 33 contains 82343 members 
Mstep: Class 34 contains 8932 members 
Mstep: Class 35 contains 8685 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8390 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1192 members 
Mstep: Class 40 contains 10215 members 
Mstep: Class 41 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462384.000000 Penalty: 147473.906250
Iteration 262Q: 42 clusters Score -2.354624e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 10766 members 
Mstep: Class 3 contains 57368 members 
Mstep: Class 4 contains 9282 members 
Mstep: Class 5 contains 4108 members 
Mstep: Class 6 contains 17372 members 
Mstep: Class 7 contains 14790 members 
Mstep: Class 8 contains 126582 members 
Mstep: Class 9 contains 12314 members 
Mstep: Class 10 contains 201014 members 
Mstep: Class 11 contains 212226 members 
Mstep: Class 12 contains 12548 members 
Mstep: Class 13 contains 325663 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41683 members 
Mstep: Class 16 contains 41659 members 
Mstep: Class 17 contains 13359 members 
Mstep: Class 18 contains 16530 members 
Mstep: Class 19 contains 6555 members 
Mstep: Class 20 contains 5945 members 
Mstep: Class 21 contains 40491 members 
Mstep: Class 22 contains 28881 members 
Mstep: Class 23 contains 175708 members 
Mstep: Class 24 contains 93396 members 
Mstep: Class 25 contains 8800 members 
Mstep: Class 26 contains 228259 members 
Mstep: Class 27 contains 29928 members 
Mstep: Class 28 contains 3494 members 
Mstep: Class 29 contains 5777 members 
Mstep: Class 30 contains 104108 members 
Mstep: Class 31 contains 12952 members 
Mstep: Class 32 contains 3046 members 
Mstep: Class 33 contains 82342 members 
Mstep: Class 34 contains 8920 members 
Mstep: Class 35 contains 8689 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8387 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1192 members 
Mstep: Class 40 contains 10217 members 
Mstep: Class 41 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462656.000000 Penalty: 147473.906250
Iteration 263Q: 42 clusters Score -2.354627e+08 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 10758 members 
Mstep: Class 3 contains 57367 members 
Mstep: Class 4 contains 9283 members 
Mstep: Class 5 contains 4107 members 
Mstep: Class 6 contains 17374 members 
Mstep: Class 7 contains 14796 members 
Mstep: Class 8 contains 126581 members 
Mstep: Class 9 contains 12316 members 
Mstep: Class 10 contains 201010 members 
Mstep: Class 11 contains 212226 members 
Mstep: Class 12 contains 12548 members 
Mstep: Class 13 contains 325670 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41681 members 
Mstep: Class 16 contains 41662 members 
Mstep: Class 17 contains 13312 members 
Mstep: Class 18 contains 16531 members 
Mstep: Class 19 contains 6559 members 
Mstep: Class 20 contains 5948 members 
Mstep: Class 21 contains 40499 members 
Mstep: Class 22 contains 28874 members 
Mstep: Class 23 contains 175720 members 
Mstep: Class 24 contains 93414 members 
Mstep: Class 25 contains 8804 members 
Mstep: Class 26 contains 228225 members 
Mstep: Class 27 contains 29927 members 
Mstep: Class 28 contains 3493 members 
Mstep: Class 29 contains 5779 members 
Mstep: Class 30 contains 104104 members 
Mstep: Class 31 contains 12992 members 
Mstep: Class 32 contains 3051 members 
Mstep: Class 33 contains 82342 members 
Mstep: Class 34 contains 8908 members 
Mstep: Class 35 contains 8692 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8388 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1192 members 
Mstep: Class 40 contains 10218 members 
Mstep: Class 41 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462208.000000 Penalty: 147473.906250
Iteration 264Q: 42 clusters Score -2.354622e+08 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 10752 members 
Mstep: Class 3 contains 57368 members 
Mstep: Class 4 contains 9282 members 
Mstep: Class 5 contains 4107 members 
Mstep: Class 6 contains 17375 members 
Mstep: Class 7 contains 14799 members 
Mstep: Class 8 contains 126583 members 
Mstep: Class 9 contains 12315 members 
Mstep: Class 10 contains 200992 members 
Mstep: Class 11 contains 212234 members 
Mstep: Class 12 contains 12547 members 
Mstep: Class 13 contains 325684 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41678 members 
Mstep: Class 16 contains 41654 members 
Mstep: Class 17 contains 13264 members 
Mstep: Class 18 contains 16531 members 
Mstep: Class 19 contains 6562 members 
Mstep: Class 20 contains 5950 members 
Mstep: Class 21 contains 40497 members 
Mstep: Class 22 contains 28867 members 
Mstep: Class 23 contains 175734 members 
Mstep: Class 24 contains 93437 members 
Mstep: Class 25 contains 8804 members 
Mstep: Class 26 contains 228193 members 
Mstep: Class 27 contains 29923 members 
Mstep: Class 28 contains 3493 members 
Mstep: Class 29 contains 5788 members 
Mstep: Class 30 contains 104107 members 
Mstep: Class 31 contains 13040 members 
Mstep: Class 32 contains 3054 members 
Mstep: Class 33 contains 82332 members 
Mstep: Class 34 contains 8901 members 
Mstep: Class 35 contains 8695 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8391 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1192 members 
Mstep: Class 40 contains 10227 members 
Mstep: Class 41 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462304.000000 Penalty: 147473.906250
Iteration 265Q: 42 clusters Score -2.354623e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 10748 members 
Mstep: Class 3 contains 57366 members 
Mstep: Class 4 contains 9280 members 
Mstep: Class 5 contains 4106 members 
Mstep: Class 6 contains 17377 members 
Mstep: Class 7 contains 14801 members 
Mstep: Class 8 contains 126581 members 
Mstep: Class 9 contains 12313 members 
Mstep: Class 10 contains 200979 members 
Mstep: Class 11 contains 212234 members 
Mstep: Class 12 contains 12544 members 
Mstep: Class 13 contains 325694 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41675 members 
Mstep: Class 16 contains 41657 members 
Mstep: Class 17 contains 13230 members 
Mstep: Class 18 contains 16531 members 
Mstep: Class 19 contains 6559 members 
Mstep: Class 20 contains 5956 members 
Mstep: Class 21 contains 40503 members 
Mstep: Class 22 contains 28858 members 
Mstep: Class 23 contains 175740 members 
Mstep: Class 24 contains 93447 members 
Mstep: Class 25 contains 8806 members 
Mstep: Class 26 contains 228170 members 
Mstep: Class 27 contains 29920 members 
Mstep: Class 28 contains 3492 members 
Mstep: Class 29 contains 5790 members 
Mstep: Class 30 contains 104112 members 
Mstep: Class 31 contains 13079 members 
Mstep: Class 32 contains 3060 members 
Mstep: Class 33 contains 82329 members 
Mstep: Class 34 contains 8901 members 
Mstep: Class 35 contains 8696 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8392 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1192 members 
Mstep: Class 40 contains 10234 members 
Mstep: Class 41 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462176.000000 Penalty: 147473.906250
Iteration 266Q: 42 clusters Score -2.354622e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 10747 members 
Mstep: Class 3 contains 57367 members 
Mstep: Class 4 contains 9278 members 
Mstep: Class 5 contains 4107 members 
Mstep: Class 6 contains 17378 members 
Mstep: Class 7 contains 14803 members 
Mstep: Class 8 contains 126578 members 
Mstep: Class 9 contains 12312 members 
Mstep: Class 10 contains 200944 members 
Mstep: Class 11 contains 212235 members 
Mstep: Class 12 contains 12542 members 
Mstep: Class 13 contains 325706 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41675 members 
Mstep: Class 16 contains 41650 members 
Mstep: Class 17 contains 13190 members 
Mstep: Class 18 contains 16530 members 
Mstep: Class 19 contains 6554 members 
Mstep: Class 20 contains 5962 members 
Mstep: Class 21 contains 40515 members 
Mstep: Class 22 contains 28846 members 
Mstep: Class 23 contains 175738 members 
Mstep: Class 24 contains 93472 members 
Mstep: Class 25 contains 8806 members 
Mstep: Class 26 contains 228168 members 
Mstep: Class 27 contains 29919 members 
Mstep: Class 28 contains 3490 members 
Mstep: Class 29 contains 5791 members 
Mstep: Class 30 contains 104118 members 
Mstep: Class 31 contains 13121 members 
Mstep: Class 32 contains 3061 members 
Mstep: Class 33 contains 82331 members 
Mstep: Class 34 contains 8899 members 
Mstep: Class 35 contains 8697 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8392 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1192 members 
Mstep: Class 40 contains 10237 members 
Mstep: Class 41 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462432.000000 Penalty: 147473.906250
Iteration 267Q: 42 clusters Score -2.354624e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 10741 members 
Mstep: Class 3 contains 57364 members 
Mstep: Class 4 contains 9277 members 
Mstep: Class 5 contains 4107 members 
Mstep: Class 6 contains 17377 members 
Mstep: Class 7 contains 14807 members 
Mstep: Class 8 contains 126578 members 
Mstep: Class 9 contains 12316 members 
Mstep: Class 10 contains 200909 members 
Mstep: Class 11 contains 212231 members 
Mstep: Class 12 contains 12543 members 
Mstep: Class 13 contains 325711 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41674 members 
Mstep: Class 16 contains 41645 members 
Mstep: Class 17 contains 13137 members 
Mstep: Class 18 contains 16529 members 
Mstep: Class 19 contains 6556 members 
Mstep: Class 20 contains 5969 members 
Mstep: Class 21 contains 40520 members 
Mstep: Class 22 contains 28842 members 
Mstep: Class 23 contains 175752 members 
Mstep: Class 24 contains 93487 members 
Mstep: Class 25 contains 8807 members 
Mstep: Class 26 contains 228181 members 
Mstep: Class 27 contains 29913 members 
Mstep: Class 28 contains 3488 members 
Mstep: Class 29 contains 5796 members 
Mstep: Class 30 contains 104117 members 
Mstep: Class 31 contains 13156 members 
Mstep: Class 32 contains 3066 members 
Mstep: Class 33 contains 82335 members 
Mstep: Class 34 contains 8896 members 
Mstep: Class 35 contains 8695 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8392 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1192 members 
Mstep: Class 40 contains 10246 members 
Mstep: Class 41 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462528.000000 Penalty: 147473.906250
Iteration 268Q: 42 clusters Score -2.354625e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 10732 members 
Mstep: Class 3 contains 57365 members 
Mstep: Class 4 contains 9277 members 
Mstep: Class 5 contains 4107 members 
Mstep: Class 6 contains 17377 members 
Mstep: Class 7 contains 14810 members 
Mstep: Class 8 contains 126577 members 
Mstep: Class 9 contains 12319 members 
Mstep: Class 10 contains 200884 members 
Mstep: Class 11 contains 212217 members 
Mstep: Class 12 contains 12542 members 
Mstep: Class 13 contains 325707 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41675 members 
Mstep: Class 16 contains 41639 members 
Mstep: Class 17 contains 13097 members 
Mstep: Class 18 contains 16529 members 
Mstep: Class 19 contains 6557 members 
Mstep: Class 20 contains 5973 members 
Mstep: Class 21 contains 40517 members 
Mstep: Class 22 contains 28843 members 
Mstep: Class 23 contains 175752 members 
Mstep: Class 24 contains 93510 members 
Mstep: Class 25 contains 8806 members 
Mstep: Class 26 contains 228175 members 
Mstep: Class 27 contains 29909 members 
Mstep: Class 28 contains 3488 members 
Mstep: Class 29 contains 5802 members 
Mstep: Class 30 contains 104119 members 
Mstep: Class 31 contains 13202 members 
Mstep: Class 32 contains 3075 members 
Mstep: Class 33 contains 82338 members 
Mstep: Class 34 contains 8894 members 
Mstep: Class 35 contains 8696 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8393 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1192 members 
Mstep: Class 40 contains 10257 members 
Mstep: Class 41 contains 954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462384.000000 Penalty: 147473.906250
Iteration 269Q: 42 clusters Score -2.354624e+08 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 10720 members 
Mstep: Class 3 contains 57360 members 
Mstep: Class 4 contains 9276 members 
Mstep: Class 5 contains 4106 members 
Mstep: Class 6 contains 17379 members 
Mstep: Class 7 contains 14813 members 
Mstep: Class 8 contains 126584 members 
Mstep: Class 9 contains 12322 members 
Mstep: Class 10 contains 200862 members 
Mstep: Class 11 contains 212198 members 
Mstep: Class 12 contains 12543 members 
Mstep: Class 13 contains 325716 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41678 members 
Mstep: Class 16 contains 41637 members 
Mstep: Class 17 contains 13054 members 
Mstep: Class 18 contains 16530 members 
Mstep: Class 19 contains 6559 members 
Mstep: Class 20 contains 5976 members 
Mstep: Class 21 contains 40507 members 
Mstep: Class 22 contains 28836 members 
Mstep: Class 23 contains 175764 members 
Mstep: Class 24 contains 93537 members 
Mstep: Class 25 contains 8808 members 
Mstep: Class 26 contains 228165 members 
Mstep: Class 27 contains 29909 members 
Mstep: Class 28 contains 3489 members 
Mstep: Class 29 contains 5808 members 
Mstep: Class 30 contains 104117 members 
Mstep: Class 31 contains 13241 members 
Mstep: Class 32 contains 3077 members 
Mstep: Class 33 contains 82336 members 
Mstep: Class 34 contains 8894 members 
Mstep: Class 35 contains 8701 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8393 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1192 members 
Mstep: Class 40 contains 10263 members 
Mstep: Class 41 contains 955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462528.000000 Penalty: 147473.906250
Iteration 270Q: 42 clusters Score -2.354625e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 10711 members 
Mstep: Class 3 contains 57359 members 
Mstep: Class 4 contains 9276 members 
Mstep: Class 5 contains 4105 members 
Mstep: Class 6 contains 17382 members 
Mstep: Class 7 contains 14817 members 
Mstep: Class 8 contains 126586 members 
Mstep: Class 9 contains 12325 members 
Mstep: Class 10 contains 200852 members 
Mstep: Class 11 contains 212199 members 
Mstep: Class 12 contains 12544 members 
Mstep: Class 13 contains 325724 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41682 members 
Mstep: Class 16 contains 41622 members 
Mstep: Class 17 contains 13014 members 
Mstep: Class 18 contains 16532 members 
Mstep: Class 19 contains 6561 members 
Mstep: Class 20 contains 5978 members 
Mstep: Class 21 contains 40491 members 
Mstep: Class 22 contains 28830 members 
Mstep: Class 23 contains 175769 members 
Mstep: Class 24 contains 93560 members 
Mstep: Class 25 contains 8807 members 
Mstep: Class 26 contains 228152 members 
Mstep: Class 27 contains 29907 members 
Mstep: Class 28 contains 3489 members 
Mstep: Class 29 contains 5816 members 
Mstep: Class 30 contains 104110 members 
Mstep: Class 31 contains 13293 members 
Mstep: Class 32 contains 3077 members 
Mstep: Class 33 contains 82332 members 
Mstep: Class 34 contains 8892 members 
Mstep: Class 35 contains 8704 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8394 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1192 members 
Mstep: Class 40 contains 10267 members 
Mstep: Class 41 contains 955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462384.000000 Penalty: 147473.906250
Iteration 271Q: 42 clusters Score -2.354624e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 10701 members 
Mstep: Class 3 contains 57360 members 
Mstep: Class 4 contains 9276 members 
Mstep: Class 5 contains 4106 members 
Mstep: Class 6 contains 17381 members 
Mstep: Class 7 contains 14821 members 
Mstep: Class 8 contains 126590 members 
Mstep: Class 9 contains 12327 members 
Mstep: Class 10 contains 200833 members 
Mstep: Class 11 contains 212195 members 
Mstep: Class 12 contains 12547 members 
Mstep: Class 13 contains 325735 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41681 members 
Mstep: Class 16 contains 41615 members 
Mstep: Class 17 contains 12966 members 
Mstep: Class 18 contains 16532 members 
Mstep: Class 19 contains 6561 members 
Mstep: Class 20 contains 5981 members 
Mstep: Class 21 contains 40475 members 
Mstep: Class 22 contains 28827 members 
Mstep: Class 23 contains 175785 members 
Mstep: Class 24 contains 93581 members 
Mstep: Class 25 contains 8807 members 
Mstep: Class 26 contains 228143 members 
Mstep: Class 27 contains 29906 members 
Mstep: Class 28 contains 3489 members 
Mstep: Class 29 contains 5822 members 
Mstep: Class 30 contains 104110 members 
Mstep: Class 31 contains 13335 members 
Mstep: Class 32 contains 3079 members 
Mstep: Class 33 contains 82327 members 
Mstep: Class 34 contains 8891 members 
Mstep: Class 35 contains 8705 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8396 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1192 members 
Mstep: Class 40 contains 10273 members 
Mstep: Class 41 contains 955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462512.000000 Penalty: 147473.906250
Iteration 272Q: 42 clusters Score -2.354625e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 10695 members 
Mstep: Class 3 contains 57361 members 
Mstep: Class 4 contains 9276 members 
Mstep: Class 5 contains 4107 members 
Mstep: Class 6 contains 17379 members 
Mstep: Class 7 contains 14821 members 
Mstep: Class 8 contains 126585 members 
Mstep: Class 9 contains 12327 members 
Mstep: Class 10 contains 200817 members 
Mstep: Class 11 contains 212208 members 
Mstep: Class 12 contains 12547 members 
Mstep: Class 13 contains 325743 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41680 members 
Mstep: Class 16 contains 41612 members 
Mstep: Class 17 contains 12931 members 
Mstep: Class 18 contains 16532 members 
Mstep: Class 19 contains 6562 members 
Mstep: Class 20 contains 5984 members 
Mstep: Class 21 contains 40463 members 
Mstep: Class 22 contains 28824 members 
Mstep: Class 23 contains 175793 members 
Mstep: Class 24 contains 93605 members 
Mstep: Class 25 contains 8808 members 
Mstep: Class 26 contains 228134 members 
Mstep: Class 27 contains 29906 members 
Mstep: Class 28 contains 3490 members 
Mstep: Class 29 contains 5823 members 
Mstep: Class 30 contains 104112 members 
Mstep: Class 31 contains 13366 members 
Mstep: Class 32 contains 3082 members 
Mstep: Class 33 contains 82318 members 
Mstep: Class 34 contains 8890 members 
Mstep: Class 35 contains 8705 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8398 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1192 members 
Mstep: Class 40 contains 10275 members 
Mstep: Class 41 contains 955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462464.000000 Penalty: 147473.906250
Iteration 273Q: 42 clusters Score -2.354625e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 10685 members 
Mstep: Class 3 contains 57363 members 
Mstep: Class 4 contains 9275 members 
Mstep: Class 5 contains 4109 members 
Mstep: Class 6 contains 17380 members 
Mstep: Class 7 contains 14824 members 
Mstep: Class 8 contains 126582 members 
Mstep: Class 9 contains 12327 members 
Mstep: Class 10 contains 200817 members 
Mstep: Class 11 contains 212204 members 
Mstep: Class 12 contains 12544 members 
Mstep: Class 13 contains 325750 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41679 members 
Mstep: Class 16 contains 41619 members 
Mstep: Class 17 contains 12909 members 
Mstep: Class 18 contains 16533 members 
Mstep: Class 19 contains 6559 members 
Mstep: Class 20 contains 5986 members 
Mstep: Class 21 contains 40450 members 
Mstep: Class 22 contains 28823 members 
Mstep: Class 23 contains 175790 members 
Mstep: Class 24 contains 93623 members 
Mstep: Class 25 contains 8806 members 
Mstep: Class 26 contains 228128 members 
Mstep: Class 27 contains 29907 members 
Mstep: Class 28 contains 3489 members 
Mstep: Class 29 contains 5824 members 
Mstep: Class 30 contains 104115 members 
Mstep: Class 31 contains 13392 members 
Mstep: Class 32 contains 3087 members 
Mstep: Class 33 contains 82312 members 
Mstep: Class 34 contains 8891 members 
Mstep: Class 35 contains 8705 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8397 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1192 members 
Mstep: Class 40 contains 10274 members 
Mstep: Class 41 contains 955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462288.000000 Penalty: 147473.906250
Iteration 274Q: 42 clusters Score -2.354623e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 10677 members 
Mstep: Class 3 contains 57365 members 
Mstep: Class 4 contains 9274 members 
Mstep: Class 5 contains 4110 members 
Mstep: Class 6 contains 17379 members 
Mstep: Class 7 contains 14827 members 
Mstep: Class 8 contains 126583 members 
Mstep: Class 9 contains 12327 members 
Mstep: Class 10 contains 200807 members 
Mstep: Class 11 contains 212204 members 
Mstep: Class 12 contains 12542 members 
Mstep: Class 13 contains 325758 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41679 members 
Mstep: Class 16 contains 41614 members 
Mstep: Class 17 contains 12881 members 
Mstep: Class 18 contains 16532 members 
Mstep: Class 19 contains 6556 members 
Mstep: Class 20 contains 5989 members 
Mstep: Class 21 contains 40441 members 
Mstep: Class 22 contains 28818 members 
Mstep: Class 23 contains 175796 members 
Mstep: Class 24 contains 93642 members 
Mstep: Class 25 contains 8805 members 
Mstep: Class 26 contains 228136 members 
Mstep: Class 27 contains 29905 members 
Mstep: Class 28 contains 3489 members 
Mstep: Class 29 contains 5825 members 
Mstep: Class 30 contains 104112 members 
Mstep: Class 31 contains 13418 members 
Mstep: Class 32 contains 3089 members 
Mstep: Class 33 contains 82307 members 
Mstep: Class 34 contains 8892 members 
Mstep: Class 35 contains 8705 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8397 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1192 members 
Mstep: Class 40 contains 10273 members 
Mstep: Class 41 contains 956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462256.000000 Penalty: 147473.906250
Iteration 275Q: 42 clusters Score -2.354623e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 10673 members 
Mstep: Class 3 contains 57366 members 
Mstep: Class 4 contains 9274 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 17379 members 
Mstep: Class 7 contains 14831 members 
Mstep: Class 8 contains 126580 members 
Mstep: Class 9 contains 12333 members 
Mstep: Class 10 contains 200801 members 
Mstep: Class 11 contains 212209 members 
Mstep: Class 12 contains 12543 members 
Mstep: Class 13 contains 325764 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41676 members 
Mstep: Class 16 contains 41614 members 
Mstep: Class 17 contains 12863 members 
Mstep: Class 18 contains 16533 members 
Mstep: Class 19 contains 6551 members 
Mstep: Class 20 contains 5993 members 
Mstep: Class 21 contains 40423 members 
Mstep: Class 22 contains 28816 members 
Mstep: Class 23 contains 175797 members 
Mstep: Class 24 contains 93651 members 
Mstep: Class 25 contains 8805 members 
Mstep: Class 26 contains 228130 members 
Mstep: Class 27 contains 29904 members 
Mstep: Class 28 contains 3488 members 
Mstep: Class 29 contains 5828 members 
Mstep: Class 30 contains 104109 members 
Mstep: Class 31 contains 13444 members 
Mstep: Class 32 contains 3089 members 
Mstep: Class 33 contains 82308 members 
Mstep: Class 34 contains 8891 members 
Mstep: Class 35 contains 8705 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8398 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1192 members 
Mstep: Class 40 contains 10273 members 
Mstep: Class 41 contains 958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462288.000000 Penalty: 147473.906250
Iteration 276Q: 42 clusters Score -2.354623e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 10666 members 
Mstep: Class 3 contains 57367 members 
Mstep: Class 4 contains 9274 members 
Mstep: Class 5 contains 4111 members 
Mstep: Class 6 contains 17381 members 
Mstep: Class 7 contains 14834 members 
Mstep: Class 8 contains 126575 members 
Mstep: Class 9 contains 12336 members 
Mstep: Class 10 contains 200797 members 
Mstep: Class 11 contains 212203 members 
Mstep: Class 12 contains 12544 members 
Mstep: Class 13 contains 325777 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41673 members 
Mstep: Class 16 contains 41609 members 
Mstep: Class 17 contains 12843 members 
Mstep: Class 18 contains 16536 members 
Mstep: Class 19 contains 6549 members 
Mstep: Class 20 contains 5995 members 
Mstep: Class 21 contains 40405 members 
Mstep: Class 22 contains 28815 members 
Mstep: Class 23 contains 175792 members 
Mstep: Class 24 contains 93656 members 
Mstep: Class 25 contains 8803 members 
Mstep: Class 26 contains 228134 members 
Mstep: Class 27 contains 29901 members 
Mstep: Class 28 contains 3488 members 
Mstep: Class 29 contains 5830 members 
Mstep: Class 30 contains 104112 members 
Mstep: Class 31 contains 13476 members 
Mstep: Class 32 contains 3089 members 
Mstep: Class 33 contains 82307 members 
Mstep: Class 34 contains 8893 members 
Mstep: Class 35 contains 8704 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8401 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1191 members 
Mstep: Class 40 contains 10280 members 
Mstep: Class 41 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461984.000000 Penalty: 147473.906250
Iteration 277Q: 42 clusters Score -2.35462e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 10661 members 
Mstep: Class 3 contains 57365 members 
Mstep: Class 4 contains 9274 members 
Mstep: Class 5 contains 4111 members 
Mstep: Class 6 contains 17380 members 
Mstep: Class 7 contains 14839 members 
Mstep: Class 8 contains 126571 members 
Mstep: Class 9 contains 12338 members 
Mstep: Class 10 contains 200787 members 
Mstep: Class 11 contains 212201 members 
Mstep: Class 12 contains 12545 members 
Mstep: Class 13 contains 325782 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41676 members 
Mstep: Class 16 contains 41598 members 
Mstep: Class 17 contains 12809 members 
Mstep: Class 18 contains 16538 members 
Mstep: Class 19 contains 6552 members 
Mstep: Class 20 contains 5995 members 
Mstep: Class 21 contains 40388 members 
Mstep: Class 22 contains 28812 members 
Mstep: Class 23 contains 175795 members 
Mstep: Class 24 contains 93665 members 
Mstep: Class 25 contains 8804 members 
Mstep: Class 26 contains 228137 members 
Mstep: Class 27 contains 29904 members 
Mstep: Class 28 contains 3487 members 
Mstep: Class 29 contains 5837 members 
Mstep: Class 30 contains 104113 members 
Mstep: Class 31 contains 13509 members 
Mstep: Class 32 contains 3089 members 
Mstep: Class 33 contains 82306 members 
Mstep: Class 34 contains 8895 members 
Mstep: Class 35 contains 8706 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8402 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1191 members 
Mstep: Class 40 contains 10287 members 
Mstep: Class 41 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462080.000000 Penalty: 147473.906250
Iteration 278Q: 42 clusters Score -2.354621e+08 nChanged 282
Entering ConstructFrom: 
Score: -235462080.000000 Penalty: 147473.906250
Entering ConstructFrom: 
Trying to split cluster 1 (3274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Entering Unmasked Estep 
Score: -368695.968750 Penalty: 2007.254517
	Iteration 0F: 2 clusters Score -368696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -365281.125000 Penalty: 4014.509033
	Iteration 0F: 3 clusters Score -365281.1 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -366214.218750 Penalty: 4014.509033
	Iteration 1F: 3 clusters Score -366214.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -366563.406250 Penalty: 4014.509033
	Iteration 2F: 3 clusters Score -366563.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -366844.875000 Penalty: 4014.509033
	Iteration 3F: 3 clusters Score -366844.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -367043.062500 Penalty: 4014.509033
	Iteration 4F: 3 clusters Score -367043.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -367144.250000 Penalty: 4014.509033
	Iteration 5Q: 3 clusters Score -367144.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -367213.843750 Penalty: 4014.509033
	Iteration 6Q: 3 clusters Score -367213.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -367262.531250 Penalty: 4014.509033
	Iteration 7Q: 3 clusters Score -367262.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -367298.406250 Penalty: 4014.509033
	Iteration 8Q: 3 clusters Score -367298.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -367322.375000 Penalty: 4014.509033
	Iteration 9Q: 3 clusters Score -367322.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -367351.843750 Penalty: 4014.509033
	Iteration 10Q: 3 clusters Score -367351.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -367376.250000 Penalty: 4014.509033
	Iteration 11Q: 3 clusters Score -367376.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -367398.906250 Penalty: 4014.509033
	Iteration 12Q: 3 clusters Score -367398.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -367418.343750 Penalty: 4014.509033
	Iteration 13Q: 3 clusters Score -367418.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -367433.125000 Penalty: 4014.509033
	Iteration 14Q: 3 clusters Score -367433.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -367445.031250 Penalty: 4014.509033
	Iteration 15Q: 3 clusters Score -367445 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -367455.343750 Penalty: 4014.509033
	Iteration 16Q: 3 clusters Score -367455.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -367471.187500 Penalty: 4014.509033
	Iteration 17Q: 3 clusters Score -367471.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -367482.468750 Penalty: 4014.509033
	Iteration 18Q: 3 clusters Score -367482.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -367490.062500 Penalty: 4014.509033
	Iteration 19Q: 3 clusters Score -367490.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -367495.687500 Penalty: 4014.509033
	Iteration 20F: 3 clusters Score -367495.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -367501.437500 Penalty: 4014.509033
	Iteration 21Q: 3 clusters Score -367501.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -367508.281250 Penalty: 4014.509033
	Iteration 22Q: 3 clusters Score -367508.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -367514.750000 Penalty: 4014.509033
	Iteration 23Q: 3 clusters Score -367514.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -367521.031250 Penalty: 4014.509033
	Iteration 24Q: 3 clusters Score -367521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -367525.718750 Penalty: 4014.509033
	Iteration 25Q: 3 clusters Score -367525.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -367534.843750 Penalty: 4014.509033
	Iteration 26Q: 3 clusters Score -367534.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -367545.406250 Penalty: 4014.509033
	Iteration 27Q: 3 clusters Score -367545.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -367554.937500 Penalty: 4014.509033
	Iteration 28Q: 3 clusters Score -367554.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -367559.656250 Penalty: 4014.509033
	Iteration 29Q: 3 clusters Score -367559.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -367565.687500 Penalty: 4014.509033
	Iteration 30Q: 3 clusters Score -367565.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -367571.656250 Penalty: 4014.509033
	Iteration 31Q: 3 clusters Score -367571.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -367577.781250 Penalty: 4014.509033
	Iteration 32Q: 3 clusters Score -367577.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -367583.187500 Penalty: 4014.509033
	Iteration 33Q: 3 clusters Score -367583.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -367588.625000 Penalty: 4014.509033
	Iteration 34Q: 3 clusters Score -367588.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -367592.562500 Penalty: 4014.509033
	Iteration 35Q: 3 clusters Score -367592.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -367597.687500 Penalty: 4014.509033
	Iteration 36Q: 3 clusters Score -367597.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -367604.937500 Penalty: 4014.509033
	Iteration 37Q: 3 clusters Score -367604.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -367610.031250 Penalty: 4014.509033
	Iteration 38Q: 3 clusters Score -367610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -367617.656250 Penalty: 4014.509033
	Iteration 39Q: 3 clusters Score -367617.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -367624.000000 Penalty: 4014.509033
	Iteration 40F: 3 clusters Score -367624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -367631.687500 Penalty: 4014.509033
	Iteration 41Q: 3 clusters Score -367631.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -367643.062500 Penalty: 4014.509033
	Iteration 42Q: 3 clusters Score -367643.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -367653.312500 Penalty: 4014.509033
	Iteration 43Q: 3 clusters Score -367653.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -367664.062500 Penalty: 4014.509033
	Iteration 44Q: 3 clusters Score -367664.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -367673.406250 Penalty: 4014.509033
	Iteration 45Q: 3 clusters Score -367673.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -367679.375000 Penalty: 4014.509033
	Iteration 46Q: 3 clusters Score -367679.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -367690.062500 Penalty: 4014.509033
	Iteration 47Q: 3 clusters Score -367690.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -367698.812500 Penalty: 4014.509033
	Iteration 48Q: 3 clusters Score -367698.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -367708.218750 Penalty: 4014.509033
	Iteration 49Q: 3 clusters Score -367708.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -367722.968750 Penalty: 4014.509033
	Iteration 50Q: 3 clusters Score -367723 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -367731.531250 Penalty: 4014.509033
	Iteration 51Q: 3 clusters Score -367731.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -367742.750000 Penalty: 4014.509033
	Iteration 52Q: 3 clusters Score -367742.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -367751.562500 Penalty: 4014.509033
	Iteration 53Q: 3 clusters Score -367751.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -367759.468750 Penalty: 4014.509033
	Iteration 54Q: 3 clusters Score -367759.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -367764.062500 Penalty: 4014.509033
	Iteration 55Q: 3 clusters Score -367764.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -367769.375000 Penalty: 4014.509033
	Iteration 56Q: 3 clusters Score -367769.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -367774.937500 Penalty: 4014.509033
	Iteration 57Q: 3 clusters Score -367774.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -367780.437500 Penalty: 4014.509033
	Iteration 58Q: 3 clusters Score -367780.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -367782.125000 Penalty: 4014.509033
	Iteration 59Q: 3 clusters Score -367782.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -367782.531250 Penalty: 4014.509033
	Iteration 60F: 3 clusters Score -367782.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -367782.968750 Penalty: 4014.509033
	Iteration 61Q: 3 clusters Score -367783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -367783.468750 Penalty: 4014.509033
	Iteration 62Q: 3 clusters Score -367783.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -367787.218750 Penalty: 4014.509033
	Iteration 63Q: 3 clusters Score -367787.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -367788.562500 Penalty: 4014.509033
	Iteration 64Q: 3 clusters Score -367788.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -367788.562500 Penalty: 4014.509033
	Iteration 65F: 3 clusters Score -367788.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Entering Unmasked Estep 
Score: -1245911.250000 Penalty: 2299.828857
	Iteration 0F: 2 clusters Score -1245911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1237831.875000 Penalty: 4599.657715
	Iteration 0F: 3 clusters Score -1237832 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1240383.625000 Penalty: 4599.657715
	Iteration 1F: 3 clusters Score -1240384 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1240852.250000 Penalty: 4599.657715
	Iteration 2F: 3 clusters Score -1240852 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1241234.125000 Penalty: 4599.657715
	Iteration 3F: 3 clusters Score -1241234 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1241579.375000 Penalty: 4599.657715
	Iteration 4F: 3 clusters Score -1241579 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1241907.625000 Penalty: 4599.657715
	Iteration 5F: 3 clusters Score -1241908 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1242203.625000 Penalty: 4599.657715
	Iteration 6Q: 3 clusters Score -1242204 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1242505.875000 Penalty: 4599.657715
	Iteration 7Q: 3 clusters Score -1242506 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1242767.750000 Penalty: 4599.657715
	Iteration 8Q: 3 clusters Score -1242768 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1242981.625000 Penalty: 4599.657715
	Iteration 9Q: 3 clusters Score -1242982 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1243158.750000 Penalty: 4599.657715
	Iteration 10Q: 3 clusters Score -1243159 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1243306.125000 Penalty: 4599.657715
	Iteration 11Q: 3 clusters Score -1243306 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1243423.250000 Penalty: 4599.657715
	Iteration 12Q: 3 clusters Score -1243423 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1243505.750000 Penalty: 4599.657715
	Iteration 13Q: 3 clusters Score -1243506 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1243572.500000 Penalty: 4599.657715
	Iteration 14Q: 3 clusters Score -1243572 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1243617.125000 Penalty: 4599.657715
	Iteration 15Q: 3 clusters Score -1243617 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1243657.750000 Penalty: 4599.657715
	Iteration 16Q: 3 clusters Score -1243658 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1243688.500000 Penalty: 4599.657715
	Iteration 17Q: 3 clusters Score -1243688 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1243721.500000 Penalty: 4599.657715
	Iteration 18Q: 3 clusters Score -1243722 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1243770.500000 Penalty: 4599.657715
	Iteration 19Q: 3 clusters Score -1243770 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1243813.250000 Penalty: 4599.657715
	Iteration 20F: 3 clusters Score -1243813 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1243852.875000 Penalty: 4599.657715
	Iteration 21Q: 3 clusters Score -1243853 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1243879.750000 Penalty: 4599.657715
	Iteration 22Q: 3 clusters Score -1243880 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1243909.125000 Penalty: 4599.657715
	Iteration 23Q: 3 clusters Score -1243909 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1243950.000000 Penalty: 4599.657715
	Iteration 24Q: 3 clusters Score -1243950 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1243979.375000 Penalty: 4599.657715
	Iteration 25Q: 3 clusters Score -1243979 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1244012.125000 Penalty: 4599.657715
	Iteration 26Q: 3 clusters Score -1244012 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1244040.250000 Penalty: 4599.657715
	Iteration 27Q: 3 clusters Score -1244040 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1244056.750000 Penalty: 4599.657715
	Iteration 28Q: 3 clusters Score -1244057 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1244074.750000 Penalty: 4599.657715
	Iteration 29Q: 3 clusters Score -1244075 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1244090.125000 Penalty: 4599.657715
	Iteration 30Q: 3 clusters Score -1244090 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1244104.250000 Penalty: 4599.657715
	Iteration 31Q: 3 clusters Score -1244104 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1244115.250000 Penalty: 4599.657715
	Iteration 32Q: 3 clusters Score -1244115 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1244124.750000 Penalty: 4599.657715
	Iteration 33Q: 3 clusters Score -1244125 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1244139.750000 Penalty: 4599.657715
	Iteration 34Q: 3 clusters Score -1244140 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1244150.375000 Penalty: 4599.657715
	Iteration 35Q: 3 clusters Score -1244150 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1244161.250000 Penalty: 4599.657715
	Iteration 36Q: 3 clusters Score -1244161 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1244170.875000 Penalty: 4599.657715
	Iteration 37Q: 3 clusters Score -1244171 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1244175.000000 Penalty: 4599.657715
	Iteration 38Q: 3 clusters Score -1244175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1244178.500000 Penalty: 4599.657715
	Iteration 39Q: 3 clusters Score -1244178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1244181.125000 Penalty: 4599.657715
	Iteration 40F: 3 clusters Score -1244181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1244184.250000 Penalty: 4599.657715
	Iteration 41Q: 3 clusters Score -1244184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1244184.875000 Penalty: 4599.657715
	Iteration 42Q: 3 clusters Score -1244185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1244189.125000 Penalty: 4599.657715
	Iteration 43Q: 3 clusters Score -1244189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1244191.125000 Penalty: 4599.657715
	Iteration 44Q: 3 clusters Score -1244191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1244197.500000 Penalty: 4599.657715
	Iteration 45Q: 3 clusters Score -1244198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1244200.250000 Penalty: 4599.657715
	Iteration 46Q: 3 clusters Score -1244200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1244201.125000 Penalty: 4599.657715
	Iteration 47Q: 3 clusters Score -1244201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1244201.500000 Penalty: 4599.657715
	Iteration 48Q: 3 clusters Score -1244202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1244204.000000 Penalty: 4599.657715
	Iteration 49Q: 3 clusters Score -1244204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1244206.125000 Penalty: 4599.657715
	Iteration 50Q: 3 clusters Score -1244206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1244207.875000 Penalty: 4599.657715
	Iteration 51Q: 3 clusters Score -1244208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1244214.375000 Penalty: 4599.657715
	Iteration 52Q: 3 clusters Score -1244214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1244220.500000 Penalty: 4599.657715
	Iteration 53Q: 3 clusters Score -1244220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1244221.750000 Penalty: 4599.657715
	Iteration 54Q: 3 clusters Score -1244222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1244219.125000 Penalty: 4599.657715
	Iteration 55Q: 3 clusters Score -1244219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1244219.125000 Penalty: 4599.657715
	Iteration 56F: 3 clusters Score -1244219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (57364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57364 members 
Entering Unmasked Estep 
Score: -7005809.500000 Penalty: 2717.378662
	Iteration 0F: 2 clusters Score -7005810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28548 members 
Mstep: Class 2 contains 28816 members 
Entering Unmasked Estep 
Score: -6967433.000000 Penalty: 5434.757324
	Iteration 0F: 3 clusters Score -6967433 nChanged 26683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 29893 members 
Entering Unmasked Estep 
Score: -6982506.000000 Penalty: 5434.757324
	Iteration 1F: 3 clusters Score -6982506 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 30582 members 
Entering Unmasked Estep 
Score: -6983104.500000 Penalty: 5434.757324
	Iteration 2Q: 3 clusters Score -6983104 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 31605 members 
Entering Unmasked Estep 
Score: -6983689.500000 Penalty: 5434.757324
	Iteration 3Q: 3 clusters Score -6983690 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -6984416.500000 Penalty: 5434.757324
	Iteration 4Q: 3 clusters Score -6984416 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -6985492.500000 Penalty: 5434.757324
	Iteration 5Q: 3 clusters Score -6985492 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 37902 members 
Entering Unmasked Estep 
Score: -6987138.000000 Penalty: 5434.757324
	Iteration 6F: 3 clusters Score -6987138 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 41664 members 
Entering Unmasked Estep 
Score: -6989821.000000 Penalty: 5434.757324
	Iteration 7F: 3 clusters Score -6989821 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 46022 members 
Entering Unmasked Estep 
Score: -6993469.500000 Penalty: 5434.757324
	Iteration 8F: 3 clusters Score -6993470 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 50204 members 
Entering Unmasked Estep 
Score: -6997210.500000 Penalty: 5434.757324
	Iteration 9F: 3 clusters Score -6997210 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 53394 members 
Entering Unmasked Estep 
Score: -7000169.500000 Penalty: 5434.757324
	Iteration 10F: 3 clusters Score -7000170 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 55335 members 
Entering Unmasked Estep 
Score: -7001851.000000 Penalty: 5434.757324
	Iteration 11Q: 3 clusters Score -7001851 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 56259 members 
Entering Unmasked Estep 
Score: -7002649.000000 Penalty: 5434.757324
	Iteration 12Q: 3 clusters Score -7002649 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 56675 members 
Entering Unmasked Estep 
Score: -7003021.000000 Penalty: 5434.757324
	Iteration 13Q: 3 clusters Score -7003021 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 56857 members 
Entering Unmasked Estep 
Score: -7003171.500000 Penalty: 5434.757324
	Iteration 14Q: 3 clusters Score -7003172 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 56927 members 
Entering Unmasked Estep 
Score: -7003258.000000 Penalty: 5434.757324
	Iteration 15Q: 3 clusters Score -7003258 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 56972 members 
Entering Unmasked Estep 
Score: -7003305.000000 Penalty: 5434.757324
	Iteration 16Q: 3 clusters Score -7003305 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 56996 members 
Entering Unmasked Estep 
Score: -7003328.500000 Penalty: 5434.757324
	Iteration 17Q: 3 clusters Score -7003328 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 57017 members 
Entering Unmasked Estep 
Score: -7003351.500000 Penalty: 5434.757324
	Iteration 18Q: 3 clusters Score -7003352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 57030 members 
Entering Unmasked Estep 
Score: -7003359.000000 Penalty: 5434.757324
	Iteration 19Q: 3 clusters Score -7003359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 57034 members 
Entering Unmasked Estep 
Score: -7003370.500000 Penalty: 5434.757324
	Iteration 20F: 3 clusters Score -7003370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 57040 members 
Entering Unmasked Estep 
Score: -7003373.000000 Penalty: 5434.757324
	Iteration 21Q: 3 clusters Score -7003373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 57048 members 
Entering Unmasked Estep 
Score: -7003391.500000 Penalty: 5434.757324
	Iteration 22Q: 3 clusters Score -7003392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 57054 members 
Entering Unmasked Estep 
Score: -7003405.000000 Penalty: 5434.757324
	Iteration 23Q: 3 clusters Score -7003405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 57059 members 
Entering Unmasked Estep 
Score: -7003415.500000 Penalty: 5434.757324
	Iteration 24Q: 3 clusters Score -7003416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 57058 members 
Entering Unmasked Estep 
Score: -7003416.000000 Penalty: 5434.757324
	Iteration 25Q: 3 clusters Score -7003416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 57056 members 
Entering Unmasked Estep 
Score: -7003417.500000 Penalty: 5434.757324
	Iteration 26Q: 3 clusters Score -7003418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 57056 members 
Entering Unmasked Estep 
Score: -7003417.500000 Penalty: 5434.757324
	Iteration 27F: 3 clusters Score -7003418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Entering Unmasked Estep 
Score: -1108511.500000 Penalty: 2265.472412
	Iteration 0F: 2 clusters Score -1108512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1101334.625000 Penalty: 4530.944824
	Iteration 0F: 3 clusters Score -1101335 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1103615.875000 Penalty: 4530.944824
	Iteration 1F: 3 clusters Score -1103616 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1104403.875000 Penalty: 4530.944824
	Iteration 2F: 3 clusters Score -1104404 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1105497.500000 Penalty: 4530.944824
	Iteration 3F: 3 clusters Score -1105498 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1106686.000000 Penalty: 4530.944824
	Iteration 4F: 3 clusters Score -1106686 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1107498.250000 Penalty: 4530.944824
	Iteration 5F: 3 clusters Score -1107498 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1107817.125000 Penalty: 4530.944824
	Iteration 6F: 3 clusters Score -1107817 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1107945.125000 Penalty: 4530.944824
	Iteration 7Q: 3 clusters Score -1107945 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1107999.125000 Penalty: 4530.944824
	Iteration 8Q: 3 clusters Score -1107999 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1108017.000000 Penalty: 4530.944824
	Iteration 9Q: 3 clusters Score -1108017 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1108027.500000 Penalty: 4530.944824
	Iteration 10Q: 3 clusters Score -1108028 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1108033.625000 Penalty: 4530.944824
	Iteration 11Q: 3 clusters Score -1108034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1108039.000000 Penalty: 4530.944824
	Iteration 12Q: 3 clusters Score -1108039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1108039.500000 Penalty: 4530.944824
	Iteration 13Q: 3 clusters Score -1108040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1108042.125000 Penalty: 4530.944824
	Iteration 14Q: 3 clusters Score -1108042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1108043.250000 Penalty: 4530.944824
	Iteration 15Q: 3 clusters Score -1108043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1108046.000000 Penalty: 4530.944824
	Iteration 16Q: 3 clusters Score -1108046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1108043.250000 Penalty: 4530.944824
	Iteration 17Q: 3 clusters Score -1108043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1108045.750000 Penalty: 4530.944824
	Iteration 18Q: 3 clusters Score -1108046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1108046.875000 Penalty: 4530.944824
	Iteration 19Q: 3 clusters Score -1108047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1108048.000000 Penalty: 4530.944824
	Iteration 20F: 3 clusters Score -1108048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1108049.375000 Penalty: 4530.944824
	Iteration 21Q: 3 clusters Score -1108049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1108049.375000 Penalty: 4530.944824
	Iteration 22F: 3 clusters Score -1108049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Entering Unmasked Estep 
Score: -460594.156250 Penalty: 2063.712646
	Iteration 0F: 2 clusters Score -460594.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -456710.125000 Penalty: 4127.425293
	Iteration 0F: 3 clusters Score -456710.1 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -457632.968750 Penalty: 4127.425293
	Iteration 1F: 3 clusters Score -457633 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -457932.937500 Penalty: 4127.425293
	Iteration 2F: 3 clusters Score -457932.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -458155.187500 Penalty: 4127.425293
	Iteration 3F: 3 clusters Score -458155.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -458345.406250 Penalty: 4127.425293
	Iteration 4F: 3 clusters Score -458345.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -458550.718750 Penalty: 4127.425293
	Iteration 5F: 3 clusters Score -458550.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -458762.875000 Penalty: 4127.425293
	Iteration 6F: 3 clusters Score -458762.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -458999.937500 Penalty: 4127.425293
	Iteration 7F: 3 clusters Score -458999.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -459260.812500 Penalty: 4127.425293
	Iteration 8Q: 3 clusters Score -459260.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -459608.812500 Penalty: 4127.425293
	Iteration 9Q: 3 clusters Score -459608.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -459899.437500 Penalty: 4127.425293
	Iteration 10Q: 3 clusters Score -459899.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -460051.218750 Penalty: 4127.425293
	Iteration 11Q: 3 clusters Score -460051.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -460139.937500 Penalty: 4127.425293
	Iteration 12Q: 3 clusters Score -460139.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -460190.593750 Penalty: 4127.425293
	Iteration 13Q: 3 clusters Score -460190.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -460221.281250 Penalty: 4127.425293
	Iteration 14Q: 3 clusters Score -460221.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -460248.125000 Penalty: 4127.425293
	Iteration 15Q: 3 clusters Score -460248.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -460274.906250 Penalty: 4127.425293
	Iteration 16Q: 3 clusters Score -460274.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -460313.562500 Penalty: 4127.425293
	Iteration 17Q: 3 clusters Score -460313.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -460347.062500 Penalty: 4127.425293
	Iteration 18Q: 3 clusters Score -460347.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -460379.593750 Penalty: 4127.425293
	Iteration 19Q: 3 clusters Score -460379.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -460427.937500 Penalty: 4127.425293
	Iteration 20F: 3 clusters Score -460427.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -460462.625000 Penalty: 4127.425293
	Iteration 21Q: 3 clusters Score -460462.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -460474.406250 Penalty: 4127.425293
	Iteration 22Q: 3 clusters Score -460474.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -460481.125000 Penalty: 4127.425293
	Iteration 23Q: 3 clusters Score -460481.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -460493.000000 Penalty: 4127.425293
	Iteration 24Q: 3 clusters Score -460493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -460503.562500 Penalty: 4127.425293
	Iteration 25Q: 3 clusters Score -460503.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -460511.218750 Penalty: 4127.425293
	Iteration 26Q: 3 clusters Score -460511.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -460512.812500 Penalty: 4127.425293
	Iteration 27Q: 3 clusters Score -460512.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -460513.906250 Penalty: 4127.425293
	Iteration 28Q: 3 clusters Score -460513.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -460517.187500 Penalty: 4127.425293
	Iteration 29Q: 3 clusters Score -460517.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -460518.218750 Penalty: 4127.425293
	Iteration 30Q: 3 clusters Score -460518.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -460520.625000 Penalty: 4127.425293
	Iteration 31Q: 3 clusters Score -460520.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -460520.468750 Penalty: 4127.425293
	Iteration 32Q: 3 clusters Score -460520.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -460520.468750 Penalty: 4127.425293
	Iteration 33F: 3 clusters Score -460520.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Entering Unmasked Estep 
Score: -2069546.875000 Penalty: 2421.242920
	Iteration 0F: 2 clusters Score -2069547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -2057244.375000 Penalty: 4842.485840
	Iteration 0F: 3 clusters Score -2057244 nChanged 7557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -2061204.750000 Penalty: 4842.485840
	Iteration 1F: 3 clusters Score -2061205 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -2061605.875000 Penalty: 4842.485840
	Iteration 2F: 3 clusters Score -2061606 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -2062062.375000 Penalty: 4842.485840
	Iteration 3F: 3 clusters Score -2062062 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -2062587.000000 Penalty: 4842.485840
	Iteration 4F: 3 clusters Score -2062587 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -2063289.250000 Penalty: 4842.485840
	Iteration 5F: 3 clusters Score -2063289 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -2064036.250000 Penalty: 4842.485840
	Iteration 6F: 3 clusters Score -2064036 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -2064665.125000 Penalty: 4842.485840
	Iteration 7F: 3 clusters Score -2064665 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -2065145.750000 Penalty: 4842.485840
	Iteration 8Q: 3 clusters Score -2065146 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -2065485.750000 Penalty: 4842.485840
	Iteration 9Q: 3 clusters Score -2065486 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -2065721.875000 Penalty: 4842.485840
	Iteration 10Q: 3 clusters Score -2065722 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -2065912.250000 Penalty: 4842.485840
	Iteration 11Q: 3 clusters Score -2065912 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -2066062.875000 Penalty: 4842.485840
	Iteration 12Q: 3 clusters Score -2066063 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -2066179.125000 Penalty: 4842.485840
	Iteration 13Q: 3 clusters Score -2066179 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -2066318.750000 Penalty: 4842.485840
	Iteration 14Q: 3 clusters Score -2066319 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -2066454.000000 Penalty: 4842.485840
	Iteration 15Q: 3 clusters Score -2066454 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -2066593.750000 Penalty: 4842.485840
	Iteration 16Q: 3 clusters Score -2066594 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -2066725.875000 Penalty: 4842.485840
	Iteration 17Q: 3 clusters Score -2066726 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -2066845.375000 Penalty: 4842.485840
	Iteration 18Q: 3 clusters Score -2066845 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -2066941.375000 Penalty: 4842.485840
	Iteration 19Q: 3 clusters Score -2066941 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -2067016.750000 Penalty: 4842.485840
	Iteration 20F: 3 clusters Score -2067017 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -2067080.875000 Penalty: 4842.485840
	Iteration 21Q: 3 clusters Score -2067081 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -2067141.125000 Penalty: 4842.485840
	Iteration 22Q: 3 clusters Score -2067141 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -2067190.500000 Penalty: 4842.485840
	Iteration 23Q: 3 clusters Score -2067190 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -2067234.625000 Penalty: 4842.485840
	Iteration 24Q: 3 clusters Score -2067235 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -2067266.875000 Penalty: 4842.485840
	Iteration 25Q: 3 clusters Score -2067267 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -2067293.500000 Penalty: 4842.485840
	Iteration 26Q: 3 clusters Score -2067294 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -2067318.500000 Penalty: 4842.485840
	Iteration 27Q: 3 clusters Score -2067318 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -2067346.375000 Penalty: 4842.485840
	Iteration 28Q: 3 clusters Score -2067346 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -2067377.375000 Penalty: 4842.485840
	Iteration 29Q: 3 clusters Score -2067377 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -2067393.250000 Penalty: 4842.485840
	Iteration 30Q: 3 clusters Score -2067393 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -2067404.750000 Penalty: 4842.485840
	Iteration 31Q: 3 clusters Score -2067405 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -2067421.625000 Penalty: 4842.485840
	Iteration 32Q: 3 clusters Score -2067422 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -2067431.375000 Penalty: 4842.485840
	Iteration 33Q: 3 clusters Score -2067431 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -2067440.250000 Penalty: 4842.485840
	Iteration 34Q: 3 clusters Score -2067440 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -2067444.500000 Penalty: 4842.485840
	Iteration 35Q: 3 clusters Score -2067444 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -2067452.125000 Penalty: 4842.485840
	Iteration 36Q: 3 clusters Score -2067452 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -2067454.750000 Penalty: 4842.485840
	Iteration 37Q: 3 clusters Score -2067455 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -2067457.625000 Penalty: 4842.485840
	Iteration 38Q: 3 clusters Score -2067458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -2067459.000000 Penalty: 4842.485840
	Iteration 39Q: 3 clusters Score -2067459 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -2067463.250000 Penalty: 4842.485840
	Iteration 40F: 3 clusters Score -2067463 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -2067468.375000 Penalty: 4842.485840
	Iteration 41Q: 3 clusters Score -2067468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -2067474.500000 Penalty: 4842.485840
	Iteration 42Q: 3 clusters Score -2067474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -2067475.000000 Penalty: 4842.485840
	Iteration 43Q: 3 clusters Score -2067475 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -2067475.875000 Penalty: 4842.485840
	Iteration 44Q: 3 clusters Score -2067476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -2067473.250000 Penalty: 4842.485840
	Iteration 45Q: 3 clusters Score -2067473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -2067479.875000 Penalty: 4842.485840
	Iteration 46Q: 3 clusters Score -2067480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -2067479.000000 Penalty: 4842.485840
	Iteration 47Q: 3 clusters Score -2067479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -2067480.625000 Penalty: 4842.485840
	Iteration 48Q: 3 clusters Score -2067481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -2067484.000000 Penalty: 4842.485840
	Iteration 49Q: 3 clusters Score -2067484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -2067482.125000 Penalty: 4842.485840
	Iteration 50Q: 3 clusters Score -2067482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -2067484.125000 Penalty: 4842.485840
	Iteration 51Q: 3 clusters Score -2067484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -2067484.125000 Penalty: 4842.485840
	Iteration 52F: 3 clusters Score -2067484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Entering Unmasked Estep 
Score: -1758572.500000 Penalty: 2382.127197
	Iteration 0F: 2 clusters Score -1758572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1747776.375000 Penalty: 4764.254395
	Iteration 0F: 3 clusters Score -1747776 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1751441.125000 Penalty: 4764.254395
	Iteration 1F: 3 clusters Score -1751441 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1752082.500000 Penalty: 4764.254395
	Iteration 2F: 3 clusters Score -1752082 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1752787.250000 Penalty: 4764.254395
	Iteration 3F: 3 clusters Score -1752787 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1753497.500000 Penalty: 4764.254395
	Iteration 4F: 3 clusters Score -1753498 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1754183.125000 Penalty: 4764.254395
	Iteration 5F: 3 clusters Score -1754183 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1754735.000000 Penalty: 4764.254395
	Iteration 6F: 3 clusters Score -1754735 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1755090.125000 Penalty: 4764.254395
	Iteration 7Q: 3 clusters Score -1755090 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1755314.000000 Penalty: 4764.254395
	Iteration 8Q: 3 clusters Score -1755314 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1755446.000000 Penalty: 4764.254395
	Iteration 9Q: 3 clusters Score -1755446 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1755542.000000 Penalty: 4764.254395
	Iteration 10Q: 3 clusters Score -1755542 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1755602.500000 Penalty: 4764.254395
	Iteration 11Q: 3 clusters Score -1755602 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1755653.000000 Penalty: 4764.254395
	Iteration 12Q: 3 clusters Score -1755653 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1755683.250000 Penalty: 4764.254395
	Iteration 13Q: 3 clusters Score -1755683 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1755701.375000 Penalty: 4764.254395
	Iteration 14Q: 3 clusters Score -1755701 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1755718.125000 Penalty: 4764.254395
	Iteration 15Q: 3 clusters Score -1755718 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1755735.250000 Penalty: 4764.254395
	Iteration 16Q: 3 clusters Score -1755735 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1755748.375000 Penalty: 4764.254395
	Iteration 17Q: 3 clusters Score -1755748 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1755763.500000 Penalty: 4764.254395
	Iteration 18Q: 3 clusters Score -1755764 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1755773.875000 Penalty: 4764.254395
	Iteration 19Q: 3 clusters Score -1755774 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1755782.375000 Penalty: 4764.254395
	Iteration 20F: 3 clusters Score -1755782 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1755795.000000 Penalty: 4764.254395
	Iteration 21Q: 3 clusters Score -1755795 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1755805.750000 Penalty: 4764.254395
	Iteration 22Q: 3 clusters Score -1755806 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1755820.375000 Penalty: 4764.254395
	Iteration 23Q: 3 clusters Score -1755820 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1755839.250000 Penalty: 4764.254395
	Iteration 24Q: 3 clusters Score -1755839 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1755850.125000 Penalty: 4764.254395
	Iteration 25Q: 3 clusters Score -1755850 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1755856.250000 Penalty: 4764.254395
	Iteration 26Q: 3 clusters Score -1755856 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1755871.375000 Penalty: 4764.254395
	Iteration 27Q: 3 clusters Score -1755871 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1755877.000000 Penalty: 4764.254395
	Iteration 28Q: 3 clusters Score -1755877 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1755887.000000 Penalty: 4764.254395
	Iteration 29Q: 3 clusters Score -1755887 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1755895.125000 Penalty: 4764.254395
	Iteration 30Q: 3 clusters Score -1755895 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1755900.500000 Penalty: 4764.254395
	Iteration 31Q: 3 clusters Score -1755900 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1755913.875000 Penalty: 4764.254395
	Iteration 32Q: 3 clusters Score -1755914 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -1755923.250000 Penalty: 4764.254395
	Iteration 33Q: 3 clusters Score -1755923 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -1755944.625000 Penalty: 4764.254395
	Iteration 34Q: 3 clusters Score -1755945 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1755967.375000 Penalty: 4764.254395
	Iteration 35Q: 3 clusters Score -1755967 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1755985.625000 Penalty: 4764.254395
	Iteration 36Q: 3 clusters Score -1755986 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1756011.750000 Penalty: 4764.254395
	Iteration 37Q: 3 clusters Score -1756012 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1756030.375000 Penalty: 4764.254395
	Iteration 38Q: 3 clusters Score -1756030 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1756050.500000 Penalty: 4764.254395
	Iteration 39Q: 3 clusters Score -1756050 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1756070.375000 Penalty: 4764.254395
	Iteration 40F: 3 clusters Score -1756070 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1756086.000000 Penalty: 4764.254395
	Iteration 41Q: 3 clusters Score -1756086 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1756105.250000 Penalty: 4764.254395
	Iteration 42Q: 3 clusters Score -1756105 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -1756130.500000 Penalty: 4764.254395
	Iteration 43Q: 3 clusters Score -1756130 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -1756161.875000 Penalty: 4764.254395
	Iteration 44Q: 3 clusters Score -1756162 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -1756194.625000 Penalty: 4764.254395
	Iteration 45Q: 3 clusters Score -1756195 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -1756220.750000 Penalty: 4764.254395
	Iteration 46Q: 3 clusters Score -1756221 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -1756255.875000 Penalty: 4764.254395
	Iteration 47Q: 3 clusters Score -1756256 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1756292.125000 Penalty: 4764.254395
	Iteration 48Q: 3 clusters Score -1756292 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -1756315.125000 Penalty: 4764.254395
	Iteration 49Q: 3 clusters Score -1756315 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -1756342.375000 Penalty: 4764.254395
	Iteration 50Q: 3 clusters Score -1756342 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -1756369.625000 Penalty: 4764.254395
	Iteration 51Q: 3 clusters Score -1756370 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -1756399.250000 Penalty: 4764.254395
	Iteration 52Q: 3 clusters Score -1756399 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -1756420.125000 Penalty: 4764.254395
	Iteration 53Q: 3 clusters Score -1756420 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -1756451.750000 Penalty: 4764.254395
	Iteration 54Q: 3 clusters Score -1756452 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -1756467.500000 Penalty: 4764.254395
	Iteration 55Q: 3 clusters Score -1756468 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -1756493.125000 Penalty: 4764.254395
	Iteration 56Q: 3 clusters Score -1756493 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -1756521.000000 Penalty: 4764.254395
	Iteration 57Q: 3 clusters Score -1756521 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -1756545.250000 Penalty: 4764.254395
	Iteration 58Q: 3 clusters Score -1756545 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -1756564.875000 Penalty: 4764.254395
	Iteration 59Q: 3 clusters Score -1756565 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -1756574.625000 Penalty: 4764.254395
	Iteration 60F: 3 clusters Score -1756575 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -1756593.250000 Penalty: 4764.254395
	Iteration 61Q: 3 clusters Score -1756593 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -1756611.375000 Penalty: 4764.254395
	Iteration 62Q: 3 clusters Score -1756611 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -1756622.250000 Penalty: 4764.254395
	Iteration 63Q: 3 clusters Score -1756622 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -1756639.625000 Penalty: 4764.254395
	Iteration 64Q: 3 clusters Score -1756640 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -1756652.000000 Penalty: 4764.254395
	Iteration 65Q: 3 clusters Score -1756652 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -1756660.500000 Penalty: 4764.254395
	Iteration 66Q: 3 clusters Score -1756660 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -1756668.375000 Penalty: 4764.254395
	Iteration 67Q: 3 clusters Score -1756668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -1756673.625000 Penalty: 4764.254395
	Iteration 68Q: 3 clusters Score -1756674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -1756681.000000 Penalty: 4764.254395
	Iteration 69Q: 3 clusters Score -1756681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -1756686.125000 Penalty: 4764.254395
	Iteration 70Q: 3 clusters Score -1756686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -1756693.875000 Penalty: 4764.254395
	Iteration 71Q: 3 clusters Score -1756694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -1756693.875000 Penalty: 4764.254395
	Iteration 72Q: 3 clusters Score -1756694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -1756700.125000 Penalty: 4764.254395
	Iteration 73Q: 3 clusters Score -1756700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -1756703.875000 Penalty: 4764.254395
	Iteration 74Q: 3 clusters Score -1756704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -1756707.750000 Penalty: 4764.254395
	Iteration 75Q: 3 clusters Score -1756708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -1756713.500000 Penalty: 4764.254395
	Iteration 76Q: 3 clusters Score -1756714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -1756716.875000 Penalty: 4764.254395
	Iteration 77Q: 3 clusters Score -1756717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -1756718.625000 Penalty: 4764.254395
	Iteration 78Q: 3 clusters Score -1756719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -1756720.000000 Penalty: 4764.254395
	Iteration 79Q: 3 clusters Score -1756720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -1756722.500000 Penalty: 4764.254395
	Iteration 80F: 3 clusters Score -1756722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (126567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126567 members 
Entering Unmasked Estep 
Score: -15415657.000000 Penalty: 2913.634766
	Iteration 0F: 2 clusters Score -1.541566e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63393 members 
Mstep: Class 2 contains 63174 members 
Entering Unmasked Estep 
Score: -15331021.000000 Penalty: 5827.269531
	Iteration 0F: 3 clusters Score -1.533102e+07 nChanged 59944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64057 members 
Mstep: Class 2 contains 62510 members 
Entering Unmasked Estep 
Score: -15366606.000000 Penalty: 5827.269531
	Iteration 1F: 3 clusters Score -1.536661e+07 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64036 members 
Mstep: Class 2 contains 62531 members 
Entering Unmasked Estep 
Score: -15368025.000000 Penalty: 5827.269531
	Iteration 2Q: 3 clusters Score -1.536802e+07 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63912 members 
Mstep: Class 2 contains 62655 members 
Entering Unmasked Estep 
Score: -15369849.000000 Penalty: 5827.269531
	Iteration 3Q: 3 clusters Score -1.536985e+07 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63773 members 
Mstep: Class 2 contains 62794 members 
Entering Unmasked Estep 
Score: -15372117.000000 Penalty: 5827.269531
	Iteration 4Q: 3 clusters Score -1.537212e+07 nChanged 6300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63725 members 
Mstep: Class 2 contains 62842 members 
Entering Unmasked Estep 
Score: -15374835.000000 Penalty: 5827.269531
	Iteration 5Q: 3 clusters Score -1.537484e+07 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64121 members 
Mstep: Class 2 contains 62446 members 
Entering Unmasked Estep 
Score: -15377690.000000 Penalty: 5827.269531
	Iteration 6F: 3 clusters Score -1.537769e+07 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65007 members 
Mstep: Class 2 contains 61560 members 
Entering Unmasked Estep 
Score: -15380174.000000 Penalty: 5827.269531
	Iteration 7Q: 3 clusters Score -1.538017e+07 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66348 members 
Mstep: Class 2 contains 60219 members 
Entering Unmasked Estep 
Score: -15382195.000000 Penalty: 5827.269531
	Iteration 8Q: 3 clusters Score -1.53822e+07 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68222 members 
Mstep: Class 2 contains 58345 members 
Entering Unmasked Estep 
Score: -15383745.000000 Penalty: 5827.269531
	Iteration 9Q: 3 clusters Score -1.538374e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70514 members 
Mstep: Class 2 contains 56053 members 
Entering Unmasked Estep 
Score: -15385492.000000 Penalty: 5827.269531
	Iteration 10Q: 3 clusters Score -1.538549e+07 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73140 members 
Mstep: Class 2 contains 53427 members 
Entering Unmasked Estep 
Score: -15387377.000000 Penalty: 5827.269531
	Iteration 11Q: 3 clusters Score -1.538738e+07 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75961 members 
Mstep: Class 2 contains 50606 members 
Entering Unmasked Estep 
Score: -15389906.000000 Penalty: 5827.269531
	Iteration 12Q: 3 clusters Score -1.538991e+07 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78630 members 
Mstep: Class 2 contains 47937 members 
Entering Unmasked Estep 
Score: -15392849.000000 Penalty: 5827.269531
	Iteration 13Q: 3 clusters Score -1.539285e+07 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80620 members 
Mstep: Class 2 contains 45947 members 
Entering Unmasked Estep 
Score: -15395449.000000 Penalty: 5827.269531
	Iteration 14Q: 3 clusters Score -1.539545e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81780 members 
Mstep: Class 2 contains 44787 members 
Entering Unmasked Estep 
Score: -15397665.000000 Penalty: 5827.269531
	Iteration 15Q: 3 clusters Score -1.539766e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82218 members 
Mstep: Class 2 contains 44349 members 
Entering Unmasked Estep 
Score: -15399199.000000 Penalty: 5827.269531
	Iteration 16Q: 3 clusters Score -1.53992e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82260 members 
Mstep: Class 2 contains 44307 members 
Entering Unmasked Estep 
Score: -15400131.000000 Penalty: 5827.269531
	Iteration 17Q: 3 clusters Score -1.540013e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82091 members 
Mstep: Class 2 contains 44476 members 
Entering Unmasked Estep 
Score: -15400583.000000 Penalty: 5827.269531
	Iteration 18Q: 3 clusters Score -1.540058e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81781 members 
Mstep: Class 2 contains 44786 members 
Entering Unmasked Estep 
Score: -15400879.000000 Penalty: 5827.269531
	Iteration 19Q: 3 clusters Score -1.540088e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81412 members 
Mstep: Class 2 contains 45155 members 
Entering Unmasked Estep 
Score: -15401144.000000 Penalty: 5827.269531
	Iteration 20F: 3 clusters Score -1.540114e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80927 members 
Mstep: Class 2 contains 45640 members 
Entering Unmasked Estep 
Score: -15401394.000000 Penalty: 5827.269531
	Iteration 21Q: 3 clusters Score -1.540139e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80355 members 
Mstep: Class 2 contains 46212 members 
Entering Unmasked Estep 
Score: -15401549.000000 Penalty: 5827.269531
	Iteration 22Q: 3 clusters Score -1.540155e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79673 members 
Mstep: Class 2 contains 46894 members 
Entering Unmasked Estep 
Score: -15401796.000000 Penalty: 5827.269531
	Iteration 23Q: 3 clusters Score -1.54018e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78872 members 
Mstep: Class 2 contains 47695 members 
Entering Unmasked Estep 
Score: -15402066.000000 Penalty: 5827.269531
	Iteration 24Q: 3 clusters Score -1.540207e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77947 members 
Mstep: Class 2 contains 48620 members 
Entering Unmasked Estep 
Score: -15402336.000000 Penalty: 5827.269531
	Iteration 25Q: 3 clusters Score -1.540234e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76995 members 
Mstep: Class 2 contains 49572 members 
Entering Unmasked Estep 
Score: -15402531.000000 Penalty: 5827.269531
	Iteration 26Q: 3 clusters Score -1.540253e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75976 members 
Mstep: Class 2 contains 50591 members 
Entering Unmasked Estep 
Score: -15402789.000000 Penalty: 5827.269531
	Iteration 27Q: 3 clusters Score -1.540279e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74886 members 
Mstep: Class 2 contains 51681 members 
Entering Unmasked Estep 
Score: -15403004.000000 Penalty: 5827.269531
	Iteration 28Q: 3 clusters Score -1.5403e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73692 members 
Mstep: Class 2 contains 52875 members 
Entering Unmasked Estep 
Score: -15403255.000000 Penalty: 5827.269531
	Iteration 29Q: 3 clusters Score -1.540326e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72473 members 
Mstep: Class 2 contains 54094 members 
Entering Unmasked Estep 
Score: -15403566.000000 Penalty: 5827.269531
	Iteration 30Q: 3 clusters Score -1.540357e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71228 members 
Mstep: Class 2 contains 55339 members 
Entering Unmasked Estep 
Score: -15403807.000000 Penalty: 5827.269531
	Iteration 31Q: 3 clusters Score -1.540381e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69952 members 
Mstep: Class 2 contains 56615 members 
Entering Unmasked Estep 
Score: -15404211.000000 Penalty: 5827.269531
	Iteration 32Q: 3 clusters Score -1.540421e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68596 members 
Mstep: Class 2 contains 57971 members 
Entering Unmasked Estep 
Score: -15404473.000000 Penalty: 5827.269531
	Iteration 33Q: 3 clusters Score -1.540447e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67189 members 
Mstep: Class 2 contains 59378 members 
Entering Unmasked Estep 
Score: -15404750.000000 Penalty: 5827.269531
	Iteration 34Q: 3 clusters Score -1.540475e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65791 members 
Mstep: Class 2 contains 60776 members 
Entering Unmasked Estep 
Score: -15405088.000000 Penalty: 5827.269531
	Iteration 35Q: 3 clusters Score -1.540509e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64390 members 
Mstep: Class 2 contains 62177 members 
Entering Unmasked Estep 
Score: -15405361.000000 Penalty: 5827.269531
	Iteration 36Q: 3 clusters Score -1.540536e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63009 members 
Mstep: Class 2 contains 63558 members 
Entering Unmasked Estep 
Score: -15405807.000000 Penalty: 5827.269531
	Iteration 37Q: 3 clusters Score -1.540581e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61749 members 
Mstep: Class 2 contains 64818 members 
Entering Unmasked Estep 
Score: -15406021.000000 Penalty: 5827.269531
	Iteration 38Q: 3 clusters Score -1.540602e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60576 members 
Mstep: Class 2 contains 65991 members 
Entering Unmasked Estep 
Score: -15406248.000000 Penalty: 5827.269531
	Iteration 39Q: 3 clusters Score -1.540625e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59431 members 
Mstep: Class 2 contains 67136 members 
Entering Unmasked Estep 
Score: -15406488.000000 Penalty: 5827.269531
	Iteration 40F: 3 clusters Score -1.540649e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58313 members 
Mstep: Class 2 contains 68254 members 
Entering Unmasked Estep 
Score: -15406716.000000 Penalty: 5827.269531
	Iteration 41Q: 3 clusters Score -1.540672e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57271 members 
Mstep: Class 2 contains 69296 members 
Entering Unmasked Estep 
Score: -15406926.000000 Penalty: 5827.269531
	Iteration 42Q: 3 clusters Score -1.540693e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56281 members 
Mstep: Class 2 contains 70286 members 
Entering Unmasked Estep 
Score: -15407100.000000 Penalty: 5827.269531
	Iteration 43Q: 3 clusters Score -1.54071e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55357 members 
Mstep: Class 2 contains 71210 members 
Entering Unmasked Estep 
Score: -15407263.000000 Penalty: 5827.269531
	Iteration 44Q: 3 clusters Score -1.540726e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54511 members 
Mstep: Class 2 contains 72056 members 
Entering Unmasked Estep 
Score: -15407426.000000 Penalty: 5827.269531
	Iteration 45Q: 3 clusters Score -1.540743e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53746 members 
Mstep: Class 2 contains 72821 members 
Entering Unmasked Estep 
Score: -15407504.000000 Penalty: 5827.269531
	Iteration 46Q: 3 clusters Score -1.54075e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53105 members 
Mstep: Class 2 contains 73462 members 
Entering Unmasked Estep 
Score: -15407531.000000 Penalty: 5827.269531
	Iteration 47Q: 3 clusters Score -1.540753e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52503 members 
Mstep: Class 2 contains 74064 members 
Entering Unmasked Estep 
Score: -15407619.000000 Penalty: 5827.269531
	Iteration 48Q: 3 clusters Score -1.540762e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51968 members 
Mstep: Class 2 contains 74599 members 
Entering Unmasked Estep 
Score: -15407638.000000 Penalty: 5827.269531
	Iteration 49Q: 3 clusters Score -1.540764e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51494 members 
Mstep: Class 2 contains 75073 members 
Entering Unmasked Estep 
Score: -15407656.000000 Penalty: 5827.269531
	Iteration 50Q: 3 clusters Score -1.540766e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51061 members 
Mstep: Class 2 contains 75506 members 
Entering Unmasked Estep 
Score: -15407646.000000 Penalty: 5827.269531
	Iteration 51Q: 3 clusters Score -1.540765e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50658 members 
Mstep: Class 2 contains 75909 members 
Entering Unmasked Estep 
Score: -15407686.000000 Penalty: 5827.269531
	Iteration 52Q: 3 clusters Score -1.540769e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50290 members 
Mstep: Class 2 contains 76277 members 
Entering Unmasked Estep 
Score: -15407717.000000 Penalty: 5827.269531
	Iteration 53Q: 3 clusters Score -1.540772e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49999 members 
Mstep: Class 2 contains 76568 members 
Entering Unmasked Estep 
Score: -15407701.000000 Penalty: 5827.269531
	Iteration 54Q: 3 clusters Score -1.54077e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49767 members 
Mstep: Class 2 contains 76800 members 
Entering Unmasked Estep 
Score: -15407739.000000 Penalty: 5827.269531
	Iteration 55Q: 3 clusters Score -1.540774e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49567 members 
Mstep: Class 2 contains 77000 members 
Entering Unmasked Estep 
Score: -15407731.000000 Penalty: 5827.269531
	Iteration 56Q: 3 clusters Score -1.540773e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49394 members 
Mstep: Class 2 contains 77173 members 
Entering Unmasked Estep 
Score: -15407711.000000 Penalty: 5827.269531
	Iteration 57Q: 3 clusters Score -1.540771e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49256 members 
Mstep: Class 2 contains 77311 members 
Entering Unmasked Estep 
Score: -15407733.000000 Penalty: 5827.269531
	Iteration 58Q: 3 clusters Score -1.540773e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49124 members 
Mstep: Class 2 contains 77443 members 
Entering Unmasked Estep 
Score: -15407723.000000 Penalty: 5827.269531
	Iteration 59Q: 3 clusters Score -1.540772e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49006 members 
Mstep: Class 2 contains 77561 members 
Entering Unmasked Estep 
Score: -15407707.000000 Penalty: 5827.269531
	Iteration 60F: 3 clusters Score -1.540771e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48882 members 
Mstep: Class 2 contains 77685 members 
Entering Unmasked Estep 
Score: -15407712.000000 Penalty: 5827.269531
	Iteration 61Q: 3 clusters Score -1.540771e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48774 members 
Mstep: Class 2 contains 77793 members 
Entering Unmasked Estep 
Score: -15407772.000000 Penalty: 5827.269531
	Iteration 62Q: 3 clusters Score -1.540777e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48667 members 
Mstep: Class 2 contains 77900 members 
Entering Unmasked Estep 
Score: -15407766.000000 Penalty: 5827.269531
	Iteration 63Q: 3 clusters Score -1.540777e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48573 members 
Mstep: Class 2 contains 77994 members 
Entering Unmasked Estep 
Score: -15407771.000000 Penalty: 5827.269531
	Iteration 64Q: 3 clusters Score -1.540777e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48491 members 
Mstep: Class 2 contains 78076 members 
Entering Unmasked Estep 
Score: -15407782.000000 Penalty: 5827.269531
	Iteration 65Q: 3 clusters Score -1.540778e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48412 members 
Mstep: Class 2 contains 78155 members 
Entering Unmasked Estep 
Score: -15407786.000000 Penalty: 5827.269531
	Iteration 66Q: 3 clusters Score -1.540779e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48331 members 
Mstep: Class 2 contains 78236 members 
Entering Unmasked Estep 
Score: -15407789.000000 Penalty: 5827.269531
	Iteration 67Q: 3 clusters Score -1.540779e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48267 members 
Mstep: Class 2 contains 78300 members 
Entering Unmasked Estep 
Score: -15407796.000000 Penalty: 5827.269531
	Iteration 68Q: 3 clusters Score -1.54078e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48203 members 
Mstep: Class 2 contains 78364 members 
Entering Unmasked Estep 
Score: -15407811.000000 Penalty: 5827.269531
	Iteration 69Q: 3 clusters Score -1.540781e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48152 members 
Mstep: Class 2 contains 78415 members 
Entering Unmasked Estep 
Score: -15407803.000000 Penalty: 5827.269531
	Iteration 70Q: 3 clusters Score -1.54078e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48093 members 
Mstep: Class 2 contains 78474 members 
Entering Unmasked Estep 
Score: -15407776.000000 Penalty: 5827.269531
	Iteration 71Q: 3 clusters Score -1.540778e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48044 members 
Mstep: Class 2 contains 78523 members 
Entering Unmasked Estep 
Score: -15407811.000000 Penalty: 5827.269531
	Iteration 72Q: 3 clusters Score -1.540781e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47996 members 
Mstep: Class 2 contains 78571 members 
Entering Unmasked Estep 
Score: -15407801.000000 Penalty: 5827.269531
	Iteration 73Q: 3 clusters Score -1.54078e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47961 members 
Mstep: Class 2 contains 78606 members 
Entering Unmasked Estep 
Score: -15407789.000000 Penalty: 5827.269531
	Iteration 74Q: 3 clusters Score -1.540779e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47934 members 
Mstep: Class 2 contains 78633 members 
Entering Unmasked Estep 
Score: -15407788.000000 Penalty: 5827.269531
	Iteration 75Q: 3 clusters Score -1.540779e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47908 members 
Mstep: Class 2 contains 78659 members 
Entering Unmasked Estep 
Score: -15407762.000000 Penalty: 5827.269531
	Iteration 76Q: 3 clusters Score -1.540776e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47887 members 
Mstep: Class 2 contains 78680 members 
Entering Unmasked Estep 
Score: -15407767.000000 Penalty: 5827.269531
	Iteration 77Q: 3 clusters Score -1.540777e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47863 members 
Mstep: Class 2 contains 78704 members 
Entering Unmasked Estep 
Score: -15407751.000000 Penalty: 5827.269531
	Iteration 78Q: 3 clusters Score -1.540775e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47841 members 
Mstep: Class 2 contains 78726 members 
Entering Unmasked Estep 
Score: -15407754.000000 Penalty: 5827.269531
	Iteration 79Q: 3 clusters Score -1.540775e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47830 members 
Mstep: Class 2 contains 78737 members 
Entering Unmasked Estep 
Score: -15407753.000000 Penalty: 5827.269531
	Iteration 80F: 3 clusters Score -1.540775e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47823 members 
Mstep: Class 2 contains 78744 members 
Entering Unmasked Estep 
Score: -15407747.000000 Penalty: 5827.269531
	Iteration 81Q: 3 clusters Score -1.540775e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47816 members 
Mstep: Class 2 contains 78751 members 
Entering Unmasked Estep 
Score: -15407751.000000 Penalty: 5827.269531
	Iteration 82Q: 3 clusters Score -1.540775e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47811 members 
Mstep: Class 2 contains 78756 members 
Entering Unmasked Estep 
Score: -15407756.000000 Penalty: 5827.269531
	Iteration 83Q: 3 clusters Score -1.540776e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47808 members 
Mstep: Class 2 contains 78759 members 
Entering Unmasked Estep 
Score: -15407759.000000 Penalty: 5827.269531
	Iteration 84Q: 3 clusters Score -1.540776e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47805 members 
Mstep: Class 2 contains 78762 members 
Entering Unmasked Estep 
Score: -15407759.000000 Penalty: 5827.269531
	Iteration 85Q: 3 clusters Score -1.540776e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47798 members 
Mstep: Class 2 contains 78769 members 
Entering Unmasked Estep 
Score: -15407754.000000 Penalty: 5827.269531
	Iteration 86Q: 3 clusters Score -1.540775e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47791 members 
Mstep: Class 2 contains 78776 members 
Entering Unmasked Estep 
Score: -15407757.000000 Penalty: 5827.269531
	Iteration 87Q: 3 clusters Score -1.540776e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47785 members 
Mstep: Class 2 contains 78782 members 
Entering Unmasked Estep 
Score: -15407760.000000 Penalty: 5827.269531
	Iteration 88Q: 3 clusters Score -1.540776e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47783 members 
Mstep: Class 2 contains 78784 members 
Entering Unmasked Estep 
Score: -15407748.000000 Penalty: 5827.269531
	Iteration 89Q: 3 clusters Score -1.540775e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47782 members 
Mstep: Class 2 contains 78785 members 
Entering Unmasked Estep 
Score: -15407750.000000 Penalty: 5827.269531
	Iteration 90Q: 3 clusters Score -1.540775e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47781 members 
Mstep: Class 2 contains 78786 members 
Entering Unmasked Estep 
Score: -15407754.000000 Penalty: 5827.269531
	Iteration 91Q: 3 clusters Score -1.540775e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47780 members 
Mstep: Class 2 contains 78787 members 
Entering Unmasked Estep 
Score: -15407750.000000 Penalty: 5827.269531
	Iteration 92Q: 3 clusters Score -1.540775e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47779 members 
Mstep: Class 2 contains 78788 members 
Entering Unmasked Estep 
Score: -15407740.000000 Penalty: 5827.269531
	Iteration 93Q: 3 clusters Score -1.540774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47777 members 
Mstep: Class 2 contains 78790 members 
Entering Unmasked Estep 
Score: -15407754.000000 Penalty: 5827.269531
	Iteration 94Q: 3 clusters Score -1.540775e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47773 members 
Mstep: Class 2 contains 78794 members 
Entering Unmasked Estep 
Score: -15407751.000000 Penalty: 5827.269531
	Iteration 95Q: 3 clusters Score -1.540775e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47772 members 
Mstep: Class 2 contains 78795 members 
Entering Unmasked Estep 
Score: -15407743.000000 Penalty: 5827.269531
	Iteration 96Q: 3 clusters Score -1.540774e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47772 members 
Mstep: Class 2 contains 78795 members 
Entering Unmasked Estep 
Score: -15407743.000000 Penalty: 5827.269531
	Iteration 97F: 3 clusters Score -1.540774e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Entering Unmasked Estep 
Score: -1493143.625000 Penalty: 2336.288818
	Iteration 0F: 2 clusters Score -1493144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1483956.000000 Penalty: 4672.577637
	Iteration 0F: 3 clusters Score -1483956 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1486785.750000 Penalty: 4672.577637
	Iteration 1F: 3 clusters Score -1486786 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1487135.875000 Penalty: 4672.577637
	Iteration 2F: 3 clusters Score -1487136 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1487422.125000 Penalty: 4672.577637
	Iteration 3Q: 3 clusters Score -1487422 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1487699.875000 Penalty: 4672.577637
	Iteration 4Q: 3 clusters Score -1487700 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1487988.875000 Penalty: 4672.577637
	Iteration 5Q: 3 clusters Score -1487989 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1488289.500000 Penalty: 4672.577637
	Iteration 6Q: 3 clusters Score -1488290 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1488622.625000 Penalty: 4672.577637
	Iteration 7Q: 3 clusters Score -1488623 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1488988.750000 Penalty: 4672.577637
	Iteration 8Q: 3 clusters Score -1488989 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1489357.875000 Penalty: 4672.577637
	Iteration 9F: 3 clusters Score -1489358 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1489685.375000 Penalty: 4672.577637
	Iteration 10Q: 3 clusters Score -1489685 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1489931.625000 Penalty: 4672.577637
	Iteration 11Q: 3 clusters Score -1489932 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1490105.875000 Penalty: 4672.577637
	Iteration 12Q: 3 clusters Score -1490106 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1490226.000000 Penalty: 4672.577637
	Iteration 13Q: 3 clusters Score -1490226 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1490311.000000 Penalty: 4672.577637
	Iteration 14Q: 3 clusters Score -1490311 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1490377.875000 Penalty: 4672.577637
	Iteration 15Q: 3 clusters Score -1490378 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1490432.125000 Penalty: 4672.577637
	Iteration 16Q: 3 clusters Score -1490432 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1490469.875000 Penalty: 4672.577637
	Iteration 17Q: 3 clusters Score -1490470 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1490510.375000 Penalty: 4672.577637
	Iteration 18Q: 3 clusters Score -1490510 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1490536.500000 Penalty: 4672.577637
	Iteration 19Q: 3 clusters Score -1490536 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1490559.125000 Penalty: 4672.577637
	Iteration 20F: 3 clusters Score -1490559 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1490578.125000 Penalty: 4672.577637
	Iteration 21Q: 3 clusters Score -1490578 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1490596.875000 Penalty: 4672.577637
	Iteration 22Q: 3 clusters Score -1490597 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1490615.625000 Penalty: 4672.577637
	Iteration 23Q: 3 clusters Score -1490616 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1490633.875000 Penalty: 4672.577637
	Iteration 24Q: 3 clusters Score -1490634 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1490643.125000 Penalty: 4672.577637
	Iteration 25Q: 3 clusters Score -1490643 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1490656.625000 Penalty: 4672.577637
	Iteration 26Q: 3 clusters Score -1490657 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1490665.000000 Penalty: 4672.577637
	Iteration 27Q: 3 clusters Score -1490665 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1490678.750000 Penalty: 4672.577637
	Iteration 28Q: 3 clusters Score -1490679 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1490687.750000 Penalty: 4672.577637
	Iteration 29Q: 3 clusters Score -1490688 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1490699.750000 Penalty: 4672.577637
	Iteration 30Q: 3 clusters Score -1490700 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1490706.125000 Penalty: 4672.577637
	Iteration 31Q: 3 clusters Score -1490706 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1490712.250000 Penalty: 4672.577637
	Iteration 32Q: 3 clusters Score -1490712 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1490719.750000 Penalty: 4672.577637
	Iteration 33Q: 3 clusters Score -1490720 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1490724.875000 Penalty: 4672.577637
	Iteration 34Q: 3 clusters Score -1490725 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1490731.000000 Penalty: 4672.577637
	Iteration 35Q: 3 clusters Score -1490731 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1490738.250000 Penalty: 4672.577637
	Iteration 36Q: 3 clusters Score -1490738 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1490749.000000 Penalty: 4672.577637
	Iteration 37Q: 3 clusters Score -1490749 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1490757.875000 Penalty: 4672.577637
	Iteration 38Q: 3 clusters Score -1490758 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1490764.875000 Penalty: 4672.577637
	Iteration 39Q: 3 clusters Score -1490765 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1490771.750000 Penalty: 4672.577637
	Iteration 40F: 3 clusters Score -1490772 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1490783.750000 Penalty: 4672.577637
	Iteration 41Q: 3 clusters Score -1490784 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1490793.250000 Penalty: 4672.577637
	Iteration 42Q: 3 clusters Score -1490793 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1490807.250000 Penalty: 4672.577637
	Iteration 43Q: 3 clusters Score -1490807 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1490817.750000 Penalty: 4672.577637
	Iteration 44Q: 3 clusters Score -1490818 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1490833.875000 Penalty: 4672.577637
	Iteration 45Q: 3 clusters Score -1490834 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1490853.625000 Penalty: 4672.577637
	Iteration 46Q: 3 clusters Score -1490854 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1490876.875000 Penalty: 4672.577637
	Iteration 47Q: 3 clusters Score -1490877 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1490896.000000 Penalty: 4672.577637
	Iteration 48Q: 3 clusters Score -1490896 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1490917.750000 Penalty: 4672.577637
	Iteration 49Q: 3 clusters Score -1490918 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1490939.625000 Penalty: 4672.577637
	Iteration 50Q: 3 clusters Score -1490940 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1490960.500000 Penalty: 4672.577637
	Iteration 51Q: 3 clusters Score -1490960 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1490997.875000 Penalty: 4672.577637
	Iteration 52Q: 3 clusters Score -1490998 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1491042.375000 Penalty: 4672.577637
	Iteration 53Q: 3 clusters Score -1491042 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1491092.750000 Penalty: 4672.577637
	Iteration 54Q: 3 clusters Score -1491093 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1491138.500000 Penalty: 4672.577637
	Iteration 55Q: 3 clusters Score -1491138 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1491187.250000 Penalty: 4672.577637
	Iteration 56Q: 3 clusters Score -1491187 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1491224.375000 Penalty: 4672.577637
	Iteration 57Q: 3 clusters Score -1491224 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1491266.375000 Penalty: 4672.577637
	Iteration 58Q: 3 clusters Score -1491266 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1491315.375000 Penalty: 4672.577637
	Iteration 59Q: 3 clusters Score -1491315 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1491359.000000 Penalty: 4672.577637
	Iteration 60F: 3 clusters Score -1491359 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1491400.125000 Penalty: 4672.577637
	Iteration 61Q: 3 clusters Score -1491400 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1491430.625000 Penalty: 4672.577637
	Iteration 62Q: 3 clusters Score -1491431 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1491451.750000 Penalty: 4672.577637
	Iteration 63Q: 3 clusters Score -1491452 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1491454.125000 Penalty: 4672.577637
	Iteration 64Q: 3 clusters Score -1491454 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1491470.125000 Penalty: 4672.577637
	Iteration 65Q: 3 clusters Score -1491470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1491479.500000 Penalty: 4672.577637
	Iteration 66Q: 3 clusters Score -1491480 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1491491.750000 Penalty: 4672.577637
	Iteration 67Q: 3 clusters Score -1491492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1491496.250000 Penalty: 4672.577637
	Iteration 68Q: 3 clusters Score -1491496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1491504.750000 Penalty: 4672.577637
	Iteration 69Q: 3 clusters Score -1491505 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1491508.125000 Penalty: 4672.577637
	Iteration 70Q: 3 clusters Score -1491508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1491515.500000 Penalty: 4672.577637
	Iteration 71Q: 3 clusters Score -1491516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1491521.750000 Penalty: 4672.577637
	Iteration 72Q: 3 clusters Score -1491522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1491531.625000 Penalty: 4672.577637
	Iteration 73Q: 3 clusters Score -1491532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1491537.375000 Penalty: 4672.577637
	Iteration 74Q: 3 clusters Score -1491537 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1491538.500000 Penalty: 4672.577637
	Iteration 75Q: 3 clusters Score -1491538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1491549.375000 Penalty: 4672.577637
	Iteration 76Q: 3 clusters Score -1491549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1491551.000000 Penalty: 4672.577637
	Iteration 77Q: 3 clusters Score -1491551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1491553.375000 Penalty: 4672.577637
	Iteration 78Q: 3 clusters Score -1491553 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1491557.000000 Penalty: 4672.577637
	Iteration 79Q: 3 clusters Score -1491557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1491564.625000 Penalty: 4672.577637
	Iteration 80F: 3 clusters Score -1491565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1491568.000000 Penalty: 4672.577637
	Iteration 81Q: 3 clusters Score -1491568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1491567.500000 Penalty: 4672.577637
	Iteration 82Q: 3 clusters Score -1491568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1491570.500000 Penalty: 4672.577637
	Iteration 83Q: 3 clusters Score -1491570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1491573.500000 Penalty: 4672.577637
	Iteration 84Q: 3 clusters Score -1491574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1491575.625000 Penalty: 4672.577637
	Iteration 85Q: 3 clusters Score -1491576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1491575.625000 Penalty: 4672.577637
	Iteration 86F: 3 clusters Score -1491576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (200775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200775 members 
Entering Unmasked Estep 
Score: -24708688.000000 Penalty: 3028.065186
	Iteration 0F: 2 clusters Score -2.470869e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100225 members 
Mstep: Class 2 contains 100550 members 
Entering Unmasked Estep 
Score: -24576864.000000 Penalty: 6056.130371
	Iteration 0F: 3 clusters Score -2.457686e+07 nChanged 96459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95096 members 
Mstep: Class 2 contains 105679 members 
Entering Unmasked Estep 
Score: -24633178.000000 Penalty: 6056.130371
	Iteration 1F: 3 clusters Score -2.463318e+07 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91580 members 
Mstep: Class 2 contains 109195 members 
Entering Unmasked Estep 
Score: -24634618.000000 Penalty: 6056.130371
	Iteration 2Q: 3 clusters Score -2.463462e+07 nChanged 7347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86081 members 
Mstep: Class 2 contains 114694 members 
Entering Unmasked Estep 
Score: -24636926.000000 Penalty: 6056.130371
	Iteration 3Q: 3 clusters Score -2.463693e+07 nChanged 9671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77676 members 
Mstep: Class 2 contains 123099 members 
Entering Unmasked Estep 
Score: -24641212.000000 Penalty: 6056.130371
	Iteration 4Q: 3 clusters Score -2.464121e+07 nChanged 12934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65544 members 
Mstep: Class 2 contains 135231 members 
Entering Unmasked Estep 
Score: -24648818.000000 Penalty: 6056.130371
	Iteration 5F: 3 clusters Score -2.464882e+07 nChanged 16297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49713 members 
Mstep: Class 2 contains 151062 members 
Entering Unmasked Estep 
Score: -24661430.000000 Penalty: 6056.130371
	Iteration 6F: 3 clusters Score -2.466143e+07 nChanged 17723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32210 members 
Mstep: Class 2 contains 168565 members 
Entering Unmasked Estep 
Score: -24677896.000000 Penalty: 6056.130371
	Iteration 7F: 3 clusters Score -2.46779e+07 nChanged 15194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 183699 members 
Entering Unmasked Estep 
Score: -24691996.000000 Penalty: 6056.130371
	Iteration 8F: 3 clusters Score -2.4692e+07 nChanged 9744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 193435 members 
Entering Unmasked Estep 
Score: -24700238.000000 Penalty: 6056.130371
	Iteration 9Q: 3 clusters Score -2.470024e+07 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 198069 members 
Entering Unmasked Estep 
Score: -24704070.000000 Penalty: 6056.130371
	Iteration 10Q: 3 clusters Score -2.470407e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 199734 members 
Entering Unmasked Estep 
Score: -24705208.000000 Penalty: 6056.130371
	Iteration 11Q: 3 clusters Score -2.470521e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 200225 members 
Entering Unmasked Estep 
Score: -24705652.000000 Penalty: 6056.130371
	Iteration 12Q: 3 clusters Score -2.470565e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 200379 members 
Entering Unmasked Estep 
Score: -24705852.000000 Penalty: 6056.130371
	Iteration 13Q: 3 clusters Score -2.470585e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 200435 members 
Entering Unmasked Estep 
Score: -24705940.000000 Penalty: 6056.130371
	Iteration 14Q: 3 clusters Score -2.470594e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 200462 members 
Entering Unmasked Estep 
Score: -24705996.000000 Penalty: 6056.130371
	Iteration 15Q: 3 clusters Score -2.4706e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 200482 members 
Entering Unmasked Estep 
Score: -24706042.000000 Penalty: 6056.130371
	Iteration 16Q: 3 clusters Score -2.470604e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 200498 members 
Entering Unmasked Estep 
Score: -24706056.000000 Penalty: 6056.130371
	Iteration 17Q: 3 clusters Score -2.470606e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 200508 members 
Entering Unmasked Estep 
Score: -24706070.000000 Penalty: 6056.130371
	Iteration 18Q: 3 clusters Score -2.470607e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 200516 members 
Entering Unmasked Estep 
Score: -24706116.000000 Penalty: 6056.130371
	Iteration 19Q: 3 clusters Score -2.470612e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 200521 members 
Entering Unmasked Estep 
Score: -24706106.000000 Penalty: 6056.130371
	Iteration 20F: 3 clusters Score -2.470611e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 200522 members 
Entering Unmasked Estep 
Score: -24706112.000000 Penalty: 6056.130371
	Iteration 21Q: 3 clusters Score -2.470611e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 200523 members 
Entering Unmasked Estep 
Score: -24706112.000000 Penalty: 6056.130371
	Iteration 22Q: 3 clusters Score -2.470611e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 200523 members 
Entering Unmasked Estep 
Score: -24706112.000000 Penalty: 6056.130371
	Iteration 23F: 3 clusters Score -2.470611e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (212192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212192 members 
Entering Unmasked Estep 
Score: -25334324.000000 Penalty: 3041.781006
	Iteration 0F: 2 clusters Score -2.533432e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106582 members 
Mstep: Class 2 contains 105610 members 
Entering Unmasked Estep 
Score: -25192842.000000 Penalty: 6083.562012
	Iteration 0F: 3 clusters Score -2.519284e+07 nChanged 102313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114111 members 
Mstep: Class 2 contains 98081 members 
Entering Unmasked Estep 
Score: -25254336.000000 Penalty: 6083.562012
	Iteration 1F: 3 clusters Score -2.525434e+07 nChanged 7985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118868 members 
Mstep: Class 2 contains 93324 members 
Entering Unmasked Estep 
Score: -25257084.000000 Penalty: 6083.562012
	Iteration 2Q: 3 clusters Score -2.525708e+07 nChanged 9878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126078 members 
Mstep: Class 2 contains 86114 members 
Entering Unmasked Estep 
Score: -25261678.000000 Penalty: 6083.562012
	Iteration 3Q: 3 clusters Score -2.526168e+07 nChanged 12413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136575 members 
Mstep: Class 2 contains 75617 members 
Entering Unmasked Estep 
Score: -25268674.000000 Penalty: 6083.562012
	Iteration 4F: 3 clusters Score -2.526867e+07 nChanged 14972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150425 members 
Mstep: Class 2 contains 61767 members 
Entering Unmasked Estep 
Score: -25279566.000000 Penalty: 6083.562012
	Iteration 5F: 3 clusters Score -2.527957e+07 nChanged 16518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166441 members 
Mstep: Class 2 contains 45751 members 
Entering Unmasked Estep 
Score: -25293622.000000 Penalty: 6083.562012
	Iteration 6F: 3 clusters Score -2.529362e+07 nChanged 15533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181810 members 
Mstep: Class 2 contains 30382 members 
Entering Unmasked Estep 
Score: -25307934.000000 Penalty: 6083.562012
	Iteration 7F: 3 clusters Score -2.530793e+07 nChanged 12030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193808 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -25318676.000000 Penalty: 6083.562012
	Iteration 8F: 3 clusters Score -2.531868e+07 nChanged 7639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201421 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -25325368.000000 Penalty: 6083.562012
	Iteration 9Q: 3 clusters Score -2.532537e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205670 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -25328880.000000 Penalty: 6083.562012
	Iteration 10Q: 3 clusters Score -2.532888e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207883 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -25330774.000000 Penalty: 6083.562012
	Iteration 11Q: 3 clusters Score -2.533077e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209016 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -25331664.000000 Penalty: 6083.562012
	Iteration 12Q: 3 clusters Score -2.533166e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209564 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -25332100.000000 Penalty: 6083.562012
	Iteration 13Q: 3 clusters Score -2.53321e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209898 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -25332302.000000 Penalty: 6083.562012
	Iteration 14Q: 3 clusters Score -2.53323e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210084 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -25332428.000000 Penalty: 6083.562012
	Iteration 15Q: 3 clusters Score -2.533243e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210203 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -25332494.000000 Penalty: 6083.562012
	Iteration 16Q: 3 clusters Score -2.533249e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210285 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -25332514.000000 Penalty: 6083.562012
	Iteration 17Q: 3 clusters Score -2.533251e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210342 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -25332544.000000 Penalty: 6083.562012
	Iteration 18Q: 3 clusters Score -2.533254e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210365 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -25332554.000000 Penalty: 6083.562012
	Iteration 19Q: 3 clusters Score -2.533255e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210400 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -25332572.000000 Penalty: 6083.562012
	Iteration 20F: 3 clusters Score -2.533257e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210417 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -25332602.000000 Penalty: 6083.562012
	Iteration 21Q: 3 clusters Score -2.53326e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210430 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -25332618.000000 Penalty: 6083.562012
	Iteration 22Q: 3 clusters Score -2.533262e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210450 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -25332598.000000 Penalty: 6083.562012
	Iteration 23Q: 3 clusters Score -2.53326e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210466 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -25332594.000000 Penalty: 6083.562012
	Iteration 24Q: 3 clusters Score -2.533259e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210474 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -25332594.000000 Penalty: 6083.562012
	Iteration 25Q: 3 clusters Score -2.533259e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210477 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -25332590.000000 Penalty: 6083.562012
	Iteration 26Q: 3 clusters Score -2.533259e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210478 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -25332596.000000 Penalty: 6083.562012
	Iteration 27Q: 3 clusters Score -2.53326e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210479 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -25332590.000000 Penalty: 6083.562012
	Iteration 28Q: 3 clusters Score -2.533259e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210481 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -25332602.000000 Penalty: 6083.562012
	Iteration 29Q: 3 clusters Score -2.53326e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210479 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -25332584.000000 Penalty: 6083.562012
	Iteration 30Q: 3 clusters Score -2.533258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210479 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -25332596.000000 Penalty: 6083.562012
	Iteration 31Q: 3 clusters Score -2.53326e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210479 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -25332608.000000 Penalty: 6083.562012
	Iteration 32Q: 3 clusters Score -2.533261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210480 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -25332608.000000 Penalty: 6083.562012
	Iteration 33Q: 3 clusters Score -2.533261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210480 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -25332614.000000 Penalty: 6083.562012
	Iteration 34Q: 3 clusters Score -2.533261e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210480 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -25332614.000000 Penalty: 6083.562012
	Iteration 35F: 3 clusters Score -2.533261e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Entering Unmasked Estep 
Score: -1508973.375000 Penalty: 2340.434814
	Iteration 0F: 2 clusters Score -1508973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1499677.125000 Penalty: 4680.869629
	Iteration 0F: 3 clusters Score -1499677 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1502494.500000 Penalty: 4680.869629
	Iteration 1F: 3 clusters Score -1502494 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1502803.000000 Penalty: 4680.869629
	Iteration 2F: 3 clusters Score -1502803 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1502974.375000 Penalty: 4680.869629
	Iteration 3Q: 3 clusters Score -1502974 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1503122.750000 Penalty: 4680.869629
	Iteration 4Q: 3 clusters Score -1503123 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1503231.750000 Penalty: 4680.869629
	Iteration 5Q: 3 clusters Score -1503232 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1503331.875000 Penalty: 4680.869629
	Iteration 6Q: 3 clusters Score -1503332 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1503445.750000 Penalty: 4680.869629
	Iteration 7Q: 3 clusters Score -1503446 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1503535.625000 Penalty: 4680.869629
	Iteration 8Q: 3 clusters Score -1503536 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1503621.375000 Penalty: 4680.869629
	Iteration 9Q: 3 clusters Score -1503621 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1503693.500000 Penalty: 4680.869629
	Iteration 10Q: 3 clusters Score -1503694 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1503771.625000 Penalty: 4680.869629
	Iteration 11Q: 3 clusters Score -1503772 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1503856.625000 Penalty: 4680.869629
	Iteration 12Q: 3 clusters Score -1503857 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1503947.875000 Penalty: 4680.869629
	Iteration 13Q: 3 clusters Score -1503948 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1504056.375000 Penalty: 4680.869629
	Iteration 14Q: 3 clusters Score -1504056 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1504176.125000 Penalty: 4680.869629
	Iteration 15Q: 3 clusters Score -1504176 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1504316.750000 Penalty: 4680.869629
	Iteration 16Q: 3 clusters Score -1504317 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1504482.250000 Penalty: 4680.869629
	Iteration 17Q: 3 clusters Score -1504482 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1504670.000000 Penalty: 4680.869629
	Iteration 18Q: 3 clusters Score -1504670 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1504901.000000 Penalty: 4680.869629
	Iteration 19Q: 3 clusters Score -1504901 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1505175.250000 Penalty: 4680.869629
	Iteration 20F: 3 clusters Score -1505175 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1505468.875000 Penalty: 4680.869629
	Iteration 21Q: 3 clusters Score -1505469 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1505758.250000 Penalty: 4680.869629
	Iteration 22Q: 3 clusters Score -1505758 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1506022.750000 Penalty: 4680.869629
	Iteration 23Q: 3 clusters Score -1506023 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1506246.750000 Penalty: 4680.869629
	Iteration 24Q: 3 clusters Score -1506247 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1506435.125000 Penalty: 4680.869629
	Iteration 25Q: 3 clusters Score -1506435 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1506571.875000 Penalty: 4680.869629
	Iteration 26Q: 3 clusters Score -1506572 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1506697.875000 Penalty: 4680.869629
	Iteration 27Q: 3 clusters Score -1506698 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1506780.125000 Penalty: 4680.869629
	Iteration 28Q: 3 clusters Score -1506780 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1506815.500000 Penalty: 4680.869629
	Iteration 29Q: 3 clusters Score -1506816 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1506844.375000 Penalty: 4680.869629
	Iteration 30Q: 3 clusters Score -1506844 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1506871.625000 Penalty: 4680.869629
	Iteration 31Q: 3 clusters Score -1506872 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1506895.750000 Penalty: 4680.869629
	Iteration 32Q: 3 clusters Score -1506896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1506912.750000 Penalty: 4680.869629
	Iteration 33Q: 3 clusters Score -1506913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1506923.750000 Penalty: 4680.869629
	Iteration 34Q: 3 clusters Score -1506924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1506932.000000 Penalty: 4680.869629
	Iteration 35Q: 3 clusters Score -1506932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1506940.375000 Penalty: 4680.869629
	Iteration 36Q: 3 clusters Score -1506940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1506945.875000 Penalty: 4680.869629
	Iteration 37Q: 3 clusters Score -1506946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1506952.625000 Penalty: 4680.869629
	Iteration 38Q: 3 clusters Score -1506953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1506955.875000 Penalty: 4680.869629
	Iteration 39Q: 3 clusters Score -1506956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1506964.375000 Penalty: 4680.869629
	Iteration 40F: 3 clusters Score -1506964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1506968.625000 Penalty: 4680.869629
	Iteration 41Q: 3 clusters Score -1506969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1506976.250000 Penalty: 4680.869629
	Iteration 42Q: 3 clusters Score -1506976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1506982.875000 Penalty: 4680.869629
	Iteration 43Q: 3 clusters Score -1506983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1506985.250000 Penalty: 4680.869629
	Iteration 44Q: 3 clusters Score -1506985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1506986.375000 Penalty: 4680.869629
	Iteration 45Q: 3 clusters Score -1506986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1506986.375000 Penalty: 4680.869629
	Iteration 46Q: 3 clusters Score -1506986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1506991.000000 Penalty: 4680.869629
	Iteration 47Q: 3 clusters Score -1506991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1506992.375000 Penalty: 4680.869629
	Iteration 48Q: 3 clusters Score -1506992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1506994.750000 Penalty: 4680.869629
	Iteration 49Q: 3 clusters Score -1506995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1506996.500000 Penalty: 4680.869629
	Iteration 50Q: 3 clusters Score -1506996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1506996.750000 Penalty: 4680.869629
	Iteration 51Q: 3 clusters Score -1506997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1506996.750000 Penalty: 4680.869629
	Iteration 52F: 3 clusters Score -1506997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (325791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325791 members 
Entering Unmasked Estep 
Score: -39619264.000000 Penalty: 3148.114990
	Iteration 0F: 2 clusters Score -3.961926e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162844 members 
Mstep: Class 2 contains 162947 members 
Entering Unmasked Estep 
Score: -39434432.000000 Penalty: 6296.229980
	Iteration 0F: 3 clusters Score -3.943443e+07 nChanged 157625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164875 members 
Mstep: Class 2 contains 160916 members 
Entering Unmasked Estep 
Score: -39529624.000000 Penalty: 6296.229980
	Iteration 1F: 3 clusters Score -3.952962e+07 nChanged 11801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167078 members 
Mstep: Class 2 contains 158713 members 
Entering Unmasked Estep 
Score: -39533520.000000 Penalty: 6296.229980
	Iteration 2Q: 3 clusters Score -3.953352e+07 nChanged 14403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170733 members 
Mstep: Class 2 contains 155058 members 
Entering Unmasked Estep 
Score: -39538824.000000 Penalty: 6296.229980
	Iteration 3Q: 3 clusters Score -3.953882e+07 nChanged 16995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176236 members 
Mstep: Class 2 contains 149555 members 
Entering Unmasked Estep 
Score: -39546116.000000 Penalty: 6296.229980
	Iteration 4F: 3 clusters Score -3.954612e+07 nChanged 18727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183153 members 
Mstep: Class 2 contains 142638 members 
Entering Unmasked Estep 
Score: -39554360.000000 Penalty: 6296.229980
	Iteration 5F: 3 clusters Score -3.955436e+07 nChanged 19207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191000 members 
Mstep: Class 2 contains 134791 members 
Entering Unmasked Estep 
Score: -39561796.000000 Penalty: 6296.229980
	Iteration 6F: 3 clusters Score -3.95618e+07 nChanged 17897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199455 members 
Mstep: Class 2 contains 126336 members 
Entering Unmasked Estep 
Score: -39567644.000000 Penalty: 6296.229980
	Iteration 7F: 3 clusters Score -3.956764e+07 nChanged 15907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208114 members 
Mstep: Class 2 contains 117677 members 
Entering Unmasked Estep 
Score: -39572384.000000 Penalty: 6296.229980
	Iteration 8Q: 3 clusters Score -3.957238e+07 nChanged 13562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216392 members 
Mstep: Class 2 contains 109399 members 
Entering Unmasked Estep 
Score: -39576276.000000 Penalty: 6296.229980
	Iteration 9Q: 3 clusters Score -3.957628e+07 nChanged 11923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224257 members 
Mstep: Class 2 contains 101534 members 
Entering Unmasked Estep 
Score: -39579796.000000 Penalty: 6296.229980
	Iteration 10Q: 3 clusters Score -3.95798e+07 nChanged 11328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231467 members 
Mstep: Class 2 contains 94324 members 
Entering Unmasked Estep 
Score: -39584508.000000 Penalty: 6296.229980
	Iteration 11Q: 3 clusters Score -3.958451e+07 nChanged 11068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237145 members 
Mstep: Class 2 contains 88646 members 
Entering Unmasked Estep 
Score: -39589728.000000 Penalty: 6296.229980
	Iteration 12Q: 3 clusters Score -3.958973e+07 nChanged 10265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241236 members 
Mstep: Class 2 contains 84555 members 
Entering Unmasked Estep 
Score: -39593964.000000 Penalty: 6296.229980
	Iteration 13Q: 3 clusters Score -3.959396e+07 nChanged 8510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244054 members 
Mstep: Class 2 contains 81737 members 
Entering Unmasked Estep 
Score: -39596540.000000 Penalty: 6296.229980
	Iteration 14Q: 3 clusters Score -3.959654e+07 nChanged 6055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246303 members 
Mstep: Class 2 contains 79488 members 
Entering Unmasked Estep 
Score: -39597488.000000 Penalty: 6296.229980
	Iteration 15Q: 3 clusters Score -3.959749e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248222 members 
Mstep: Class 2 contains 77569 members 
Entering Unmasked Estep 
Score: -39597708.000000 Penalty: 6296.229980
	Iteration 16Q: 3 clusters Score -3.959771e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249915 members 
Mstep: Class 2 contains 75876 members 
Entering Unmasked Estep 
Score: -39597564.000000 Penalty: 6296.229980
	Iteration 17Q: 3 clusters Score -3.959756e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251440 members 
Mstep: Class 2 contains 74351 members 
Entering Unmasked Estep 
Score: -39597588.000000 Penalty: 6296.229980
	Iteration 18Q: 3 clusters Score -3.959759e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252797 members 
Mstep: Class 2 contains 72994 members 
Entering Unmasked Estep 
Score: -39597364.000000 Penalty: 6296.229980
	Iteration 19Q: 3 clusters Score -3.959736e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253980 members 
Mstep: Class 2 contains 71811 members 
Entering Unmasked Estep 
Score: -39597232.000000 Penalty: 6296.229980
	Iteration 20F: 3 clusters Score -3.959723e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255062 members 
Mstep: Class 2 contains 70729 members 
Entering Unmasked Estep 
Score: -39597156.000000 Penalty: 6296.229980
	Iteration 21Q: 3 clusters Score -3.959716e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256051 members 
Mstep: Class 2 contains 69740 members 
Entering Unmasked Estep 
Score: -39597148.000000 Penalty: 6296.229980
	Iteration 22Q: 3 clusters Score -3.959715e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256954 members 
Mstep: Class 2 contains 68837 members 
Entering Unmasked Estep 
Score: -39597084.000000 Penalty: 6296.229980
	Iteration 23Q: 3 clusters Score -3.959708e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257807 members 
Mstep: Class 2 contains 67984 members 
Entering Unmasked Estep 
Score: -39597032.000000 Penalty: 6296.229980
	Iteration 24Q: 3 clusters Score -3.959703e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258552 members 
Mstep: Class 2 contains 67239 members 
Entering Unmasked Estep 
Score: -39597276.000000 Penalty: 6296.229980
	Iteration 25Q: 3 clusters Score -3.959728e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259226 members 
Mstep: Class 2 contains 66565 members 
Entering Unmasked Estep 
Score: -39597284.000000 Penalty: 6296.229980
	Iteration 26Q: 3 clusters Score -3.959728e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259842 members 
Mstep: Class 2 contains 65949 members 
Entering Unmasked Estep 
Score: -39597332.000000 Penalty: 6296.229980
	Iteration 27Q: 3 clusters Score -3.959733e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260455 members 
Mstep: Class 2 contains 65336 members 
Entering Unmasked Estep 
Score: -39597352.000000 Penalty: 6296.229980
	Iteration 28Q: 3 clusters Score -3.959735e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261023 members 
Mstep: Class 2 contains 64768 members 
Entering Unmasked Estep 
Score: -39597268.000000 Penalty: 6296.229980
	Iteration 29Q: 3 clusters Score -3.959727e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261587 members 
Mstep: Class 2 contains 64204 members 
Entering Unmasked Estep 
Score: -39597284.000000 Penalty: 6296.229980
	Iteration 30Q: 3 clusters Score -3.959728e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262092 members 
Mstep: Class 2 contains 63699 members 
Entering Unmasked Estep 
Score: -39597392.000000 Penalty: 6296.229980
	Iteration 31Q: 3 clusters Score -3.959739e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262587 members 
Mstep: Class 2 contains 63204 members 
Entering Unmasked Estep 
Score: -39597484.000000 Penalty: 6296.229980
	Iteration 32Q: 3 clusters Score -3.959748e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263087 members 
Mstep: Class 2 contains 62704 members 
Entering Unmasked Estep 
Score: -39597524.000000 Penalty: 6296.229980
	Iteration 33Q: 3 clusters Score -3.959752e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263606 members 
Mstep: Class 2 contains 62185 members 
Entering Unmasked Estep 
Score: -39597544.000000 Penalty: 6296.229980
	Iteration 34Q: 3 clusters Score -3.959754e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264115 members 
Mstep: Class 2 contains 61676 members 
Entering Unmasked Estep 
Score: -39597640.000000 Penalty: 6296.229980
	Iteration 35Q: 3 clusters Score -3.959764e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264608 members 
Mstep: Class 2 contains 61183 members 
Entering Unmasked Estep 
Score: -39597700.000000 Penalty: 6296.229980
	Iteration 36Q: 3 clusters Score -3.95977e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265066 members 
Mstep: Class 2 contains 60725 members 
Entering Unmasked Estep 
Score: -39597836.000000 Penalty: 6296.229980
	Iteration 37Q: 3 clusters Score -3.959784e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265514 members 
Mstep: Class 2 contains 60277 members 
Entering Unmasked Estep 
Score: -39597880.000000 Penalty: 6296.229980
	Iteration 38Q: 3 clusters Score -3.959788e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265987 members 
Mstep: Class 2 contains 59804 members 
Entering Unmasked Estep 
Score: -39598028.000000 Penalty: 6296.229980
	Iteration 39Q: 3 clusters Score -3.959803e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266463 members 
Mstep: Class 2 contains 59328 members 
Entering Unmasked Estep 
Score: -39598244.000000 Penalty: 6296.229980
	Iteration 40F: 3 clusters Score -3.959824e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266906 members 
Mstep: Class 2 contains 58885 members 
Entering Unmasked Estep 
Score: -39598328.000000 Penalty: 6296.229980
	Iteration 41Q: 3 clusters Score -3.959833e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267387 members 
Mstep: Class 2 contains 58404 members 
Entering Unmasked Estep 
Score: -39598432.000000 Penalty: 6296.229980
	Iteration 42Q: 3 clusters Score -3.959843e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267859 members 
Mstep: Class 2 contains 57932 members 
Entering Unmasked Estep 
Score: -39598552.000000 Penalty: 6296.229980
	Iteration 43Q: 3 clusters Score -3.959855e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268346 members 
Mstep: Class 2 contains 57445 members 
Entering Unmasked Estep 
Score: -39598684.000000 Penalty: 6296.229980
	Iteration 44Q: 3 clusters Score -3.959868e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268875 members 
Mstep: Class 2 contains 56916 members 
Entering Unmasked Estep 
Score: -39598852.000000 Penalty: 6296.229980
	Iteration 45Q: 3 clusters Score -3.959885e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269475 members 
Mstep: Class 2 contains 56316 members 
Entering Unmasked Estep 
Score: -39599036.000000 Penalty: 6296.229980
	Iteration 46Q: 3 clusters Score -3.959904e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270092 members 
Mstep: Class 2 contains 55699 members 
Entering Unmasked Estep 
Score: -39599240.000000 Penalty: 6296.229980
	Iteration 47Q: 3 clusters Score -3.959924e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270707 members 
Mstep: Class 2 contains 55084 members 
Entering Unmasked Estep 
Score: -39599424.000000 Penalty: 6296.229980
	Iteration 48Q: 3 clusters Score -3.959942e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271370 members 
Mstep: Class 2 contains 54421 members 
Entering Unmasked Estep 
Score: -39599584.000000 Penalty: 6296.229980
	Iteration 49Q: 3 clusters Score -3.959958e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272077 members 
Mstep: Class 2 contains 53714 members 
Entering Unmasked Estep 
Score: -39599864.000000 Penalty: 6296.229980
	Iteration 50Q: 3 clusters Score -3.959986e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272851 members 
Mstep: Class 2 contains 52940 members 
Entering Unmasked Estep 
Score: -39600256.000000 Penalty: 6296.229980
	Iteration 51Q: 3 clusters Score -3.960026e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273633 members 
Mstep: Class 2 contains 52158 members 
Entering Unmasked Estep 
Score: -39600632.000000 Penalty: 6296.229980
	Iteration 52Q: 3 clusters Score -3.960063e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274567 members 
Mstep: Class 2 contains 51224 members 
Entering Unmasked Estep 
Score: -39600996.000000 Penalty: 6296.229980
	Iteration 53Q: 3 clusters Score -3.9601e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275536 members 
Mstep: Class 2 contains 50255 members 
Entering Unmasked Estep 
Score: -39601256.000000 Penalty: 6296.229980
	Iteration 54Q: 3 clusters Score -3.960126e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276572 members 
Mstep: Class 2 contains 49219 members 
Entering Unmasked Estep 
Score: -39601740.000000 Penalty: 6296.229980
	Iteration 55Q: 3 clusters Score -3.960174e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277705 members 
Mstep: Class 2 contains 48086 members 
Entering Unmasked Estep 
Score: -39602144.000000 Penalty: 6296.229980
	Iteration 56Q: 3 clusters Score -3.960214e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278911 members 
Mstep: Class 2 contains 46880 members 
Entering Unmasked Estep 
Score: -39602704.000000 Penalty: 6296.229980
	Iteration 57Q: 3 clusters Score -3.96027e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280281 members 
Mstep: Class 2 contains 45510 members 
Entering Unmasked Estep 
Score: -39603396.000000 Penalty: 6296.229980
	Iteration 58Q: 3 clusters Score -3.96034e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281774 members 
Mstep: Class 2 contains 44017 members 
Entering Unmasked Estep 
Score: -39604240.000000 Penalty: 6296.229980
	Iteration 59Q: 3 clusters Score -3.960424e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283326 members 
Mstep: Class 2 contains 42465 members 
Entering Unmasked Estep 
Score: -39605020.000000 Penalty: 6296.229980
	Iteration 60F: 3 clusters Score -3.960502e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284932 members 
Mstep: Class 2 contains 40859 members 
Entering Unmasked Estep 
Score: -39605792.000000 Penalty: 6296.229980
	Iteration 61Q: 3 clusters Score -3.960579e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286586 members 
Mstep: Class 2 contains 39205 members 
Entering Unmasked Estep 
Score: -39606412.000000 Penalty: 6296.229980
	Iteration 62Q: 3 clusters Score -3.960641e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288283 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -39607316.000000 Penalty: 6296.229980
	Iteration 63Q: 3 clusters Score -3.960732e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290043 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -39608236.000000 Penalty: 6296.229980
	Iteration 64Q: 3 clusters Score -3.960824e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291822 members 
Mstep: Class 2 contains 33969 members 
Entering Unmasked Estep 
Score: -39609048.000000 Penalty: 6296.229980
	Iteration 65Q: 3 clusters Score -3.960905e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293535 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -39610156.000000 Penalty: 6296.229980
	Iteration 66Q: 3 clusters Score -3.961016e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295220 members 
Mstep: Class 2 contains 30571 members 
Entering Unmasked Estep 
Score: -39611220.000000 Penalty: 6296.229980
	Iteration 67Q: 3 clusters Score -3.961122e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296810 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -39612132.000000 Penalty: 6296.229980
	Iteration 68Q: 3 clusters Score -3.961213e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298341 members 
Mstep: Class 2 contains 27450 members 
Entering Unmasked Estep 
Score: -39612876.000000 Penalty: 6296.229980
	Iteration 69Q: 3 clusters Score -3.961288e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299850 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -39613728.000000 Penalty: 6296.229980
	Iteration 70Q: 3 clusters Score -3.961373e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301279 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -39614472.000000 Penalty: 6296.229980
	Iteration 71Q: 3 clusters Score -3.961447e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302609 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -39615156.000000 Penalty: 6296.229980
	Iteration 72Q: 3 clusters Score -3.961516e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303864 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -39615560.000000 Penalty: 6296.229980
	Iteration 73Q: 3 clusters Score -3.961556e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304973 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -39615964.000000 Penalty: 6296.229980
	Iteration 74Q: 3 clusters Score -3.961596e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305990 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -39616396.000000 Penalty: 6296.229980
	Iteration 75Q: 3 clusters Score -3.96164e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306939 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -39616780.000000 Penalty: 6296.229980
	Iteration 76Q: 3 clusters Score -3.961678e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307813 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -39617008.000000 Penalty: 6296.229980
	Iteration 77Q: 3 clusters Score -3.961701e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308662 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -39617292.000000 Penalty: 6296.229980
	Iteration 78Q: 3 clusters Score -3.961729e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309475 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -39617680.000000 Penalty: 6296.229980
	Iteration 79Q: 3 clusters Score -3.961768e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310226 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -39617792.000000 Penalty: 6296.229980
	Iteration 80F: 3 clusters Score -3.961779e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310921 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -39617992.000000 Penalty: 6296.229980
	Iteration 81Q: 3 clusters Score -3.961799e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311549 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -39618072.000000 Penalty: 6296.229980
	Iteration 82Q: 3 clusters Score -3.961807e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312147 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -39618168.000000 Penalty: 6296.229980
	Iteration 83Q: 3 clusters Score -3.961817e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312667 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -39618276.000000 Penalty: 6296.229980
	Iteration 84Q: 3 clusters Score -3.961828e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313114 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -39618288.000000 Penalty: 6296.229980
	Iteration 85Q: 3 clusters Score -3.961829e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313529 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -39618344.000000 Penalty: 6296.229980
	Iteration 86Q: 3 clusters Score -3.961834e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313908 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -39618360.000000 Penalty: 6296.229980
	Iteration 87Q: 3 clusters Score -3.961836e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314256 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -39618420.000000 Penalty: 6296.229980
	Iteration 88Q: 3 clusters Score -3.961842e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314594 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -39618552.000000 Penalty: 6296.229980
	Iteration 89Q: 3 clusters Score -3.961855e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314890 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -39618500.000000 Penalty: 6296.229980
	Iteration 90Q: 3 clusters Score -3.96185e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315155 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -39618584.000000 Penalty: 6296.229980
	Iteration 91Q: 3 clusters Score -3.961858e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315401 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -39618700.000000 Penalty: 6296.229980
	Iteration 92Q: 3 clusters Score -3.96187e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315629 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -39618668.000000 Penalty: 6296.229980
	Iteration 93Q: 3 clusters Score -3.961867e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315829 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -39618644.000000 Penalty: 6296.229980
	Iteration 94Q: 3 clusters Score -3.961864e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315992 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -39618720.000000 Penalty: 6296.229980
	Iteration 95Q: 3 clusters Score -3.961872e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316151 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -39618708.000000 Penalty: 6296.229980
	Iteration 96Q: 3 clusters Score -3.961871e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316274 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -39618744.000000 Penalty: 6296.229980
	Iteration 97Q: 3 clusters Score -3.961874e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316396 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -39618760.000000 Penalty: 6296.229980
	Iteration 98Q: 3 clusters Score -3.961876e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316493 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -39618736.000000 Penalty: 6296.229980
	Iteration 99Q: 3 clusters Score -3.961874e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316575 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -39618748.000000 Penalty: 6296.229980
	Iteration 100F: 3 clusters Score -3.961875e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316653 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -39618728.000000 Penalty: 6296.229980
	Iteration 101Q: 3 clusters Score -3.961873e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316718 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -39618660.000000 Penalty: 6296.229980
	Iteration 102Q: 3 clusters Score -3.961866e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316795 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -39618620.000000 Penalty: 6296.229980
	Iteration 103Q: 3 clusters Score -3.961862e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316872 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -39618652.000000 Penalty: 6296.229980
	Iteration 104Q: 3 clusters Score -3.961865e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316928 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -39618628.000000 Penalty: 6296.229980
	Iteration 105Q: 3 clusters Score -3.961863e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316971 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -39618616.000000 Penalty: 6296.229980
	Iteration 106Q: 3 clusters Score -3.961862e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317011 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -39618612.000000 Penalty: 6296.229980
	Iteration 107Q: 3 clusters Score -3.961861e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317060 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -39618620.000000 Penalty: 6296.229980
	Iteration 108Q: 3 clusters Score -3.961862e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317106 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -39618640.000000 Penalty: 6296.229980
	Iteration 109Q: 3 clusters Score -3.961864e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317162 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -39618632.000000 Penalty: 6296.229980
	Iteration 110Q: 3 clusters Score -3.961863e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317218 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -39618684.000000 Penalty: 6296.229980
	Iteration 111Q: 3 clusters Score -3.961868e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317276 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -39618684.000000 Penalty: 6296.229980
	Iteration 112Q: 3 clusters Score -3.961868e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317335 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -39618720.000000 Penalty: 6296.229980
	Iteration 113Q: 3 clusters Score -3.961872e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317384 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -39618700.000000 Penalty: 6296.229980
	Iteration 114Q: 3 clusters Score -3.96187e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317432 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -39618724.000000 Penalty: 6296.229980
	Iteration 115Q: 3 clusters Score -3.961872e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317472 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -39618716.000000 Penalty: 6296.229980
	Iteration 116Q: 3 clusters Score -3.961872e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317504 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -39618716.000000 Penalty: 6296.229980
	Iteration 117Q: 3 clusters Score -3.961872e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317520 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -39618744.000000 Penalty: 6296.229980
	Iteration 118Q: 3 clusters Score -3.961874e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317533 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -39618752.000000 Penalty: 6296.229980
	Iteration 119Q: 3 clusters Score -3.961875e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317546 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -39618724.000000 Penalty: 6296.229980
	Iteration 120F: 3 clusters Score -3.961872e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317557 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -39618740.000000 Penalty: 6296.229980
	Iteration 121Q: 3 clusters Score -3.961874e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317568 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -39618712.000000 Penalty: 6296.229980
	Iteration 122Q: 3 clusters Score -3.961871e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317579 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -39618736.000000 Penalty: 6296.229980
	Iteration 123Q: 3 clusters Score -3.961874e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317590 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -39618720.000000 Penalty: 6296.229980
	Iteration 124Q: 3 clusters Score -3.961872e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317599 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -39618728.000000 Penalty: 6296.229980
	Iteration 125Q: 3 clusters Score -3.961873e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317609 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -39618708.000000 Penalty: 6296.229980
	Iteration 126Q: 3 clusters Score -3.961871e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317617 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -39618712.000000 Penalty: 6296.229980
	Iteration 127Q: 3 clusters Score -3.961871e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317628 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -39618696.000000 Penalty: 6296.229980
	Iteration 128Q: 3 clusters Score -3.96187e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317634 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -39618700.000000 Penalty: 6296.229980
	Iteration 129Q: 3 clusters Score -3.96187e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317638 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -39618692.000000 Penalty: 6296.229980
	Iteration 130Q: 3 clusters Score -3.961869e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317640 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -39618696.000000 Penalty: 6296.229980
	Iteration 131Q: 3 clusters Score -3.96187e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317644 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -39618696.000000 Penalty: 6296.229980
	Iteration 132Q: 3 clusters Score -3.96187e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317647 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -39618684.000000 Penalty: 6296.229980
	Iteration 133Q: 3 clusters Score -3.961868e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317649 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -39618692.000000 Penalty: 6296.229980
	Iteration 134Q: 3 clusters Score -3.961869e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317650 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -39618688.000000 Penalty: 6296.229980
	Iteration 135Q: 3 clusters Score -3.961869e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317651 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -39618668.000000 Penalty: 6296.229980
	Iteration 136Q: 3 clusters Score -3.961867e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317651 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -39618668.000000 Penalty: 6296.229980
	Iteration 137F: 3 clusters Score -3.961867e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -27703.640625 Penalty: 1422.669922
	Iteration 0F: 2 clusters Score -27703.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -26430.164062 Penalty: 2845.339844
	Iteration 0F: 3 clusters Score -26430.16 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -26655.228516 Penalty: 2845.339844
	Iteration 1F: 3 clusters Score -26655.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -26711.929688 Penalty: 2845.339844
	Iteration 2Q: 3 clusters Score -26711.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -26745.216797 Penalty: 2845.339844
	Iteration 3Q: 3 clusters Score -26745.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -26770.185547 Penalty: 2845.339844
	Iteration 4Q: 3 clusters Score -26770.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -26787.619141 Penalty: 2845.339844
	Iteration 5Q: 3 clusters Score -26787.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -26788.951172 Penalty: 2845.339844
	Iteration 6Q: 3 clusters Score -26788.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -26788.951172 Penalty: 2845.339844
	Iteration 7F: 3 clusters Score -26788.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (41681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41681 members 
Entering Unmasked Estep 
Score: -5060610.000000 Penalty: 2638.174561
	Iteration 0F: 2 clusters Score -5060610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -5032559.500000 Penalty: 5276.349121
	Iteration 0F: 3 clusters Score -5032560 nChanged 19214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -5043107.500000 Penalty: 5276.349121
	Iteration 1F: 3 clusters Score -5043108 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -5043804.500000 Penalty: 5276.349121
	Iteration 2Q: 3 clusters Score -5043804 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -5044567.500000 Penalty: 5276.349121
	Iteration 3Q: 3 clusters Score -5044568 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -5045399.500000 Penalty: 5276.349121
	Iteration 4Q: 3 clusters Score -5045400 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -5046196.000000 Penalty: 5276.349121
	Iteration 5Q: 3 clusters Score -5046196 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -5047097.500000 Penalty: 5276.349121
	Iteration 6Q: 3 clusters Score -5047098 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -5048319.500000 Penalty: 5276.349121
	Iteration 7F: 3 clusters Score -5048320 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -5049805.500000 Penalty: 5276.349121
	Iteration 8F: 3 clusters Score -5049806 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31249 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -5051577.000000 Penalty: 5276.349121
	Iteration 9F: 3 clusters Score -5051577 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33558 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -5053281.000000 Penalty: 5276.349121
	Iteration 10F: 3 clusters Score -5053281 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35604 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -5054987.500000 Penalty: 5276.349121
	Iteration 11F: 3 clusters Score -5054988 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37303 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -5056370.000000 Penalty: 5276.349121
	Iteration 12Q: 3 clusters Score -5056370 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38532 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -5057329.000000 Penalty: 5276.349121
	Iteration 13Q: 3 clusters Score -5057329 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39347 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -5057887.500000 Penalty: 5276.349121
	Iteration 14Q: 3 clusters Score -5057888 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39829 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -5058208.500000 Penalty: 5276.349121
	Iteration 15Q: 3 clusters Score -5058208 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -5058357.500000 Penalty: 5276.349121
	Iteration 16Q: 3 clusters Score -5058358 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40316 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -5058447.000000 Penalty: 5276.349121
	Iteration 17Q: 3 clusters Score -5058447 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40449 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -5058519.000000 Penalty: 5276.349121
	Iteration 18Q: 3 clusters Score -5058519 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40526 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -5058558.500000 Penalty: 5276.349121
	Iteration 19Q: 3 clusters Score -5058558 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40586 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -5058589.500000 Penalty: 5276.349121
	Iteration 20F: 3 clusters Score -5058590 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40629 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -5058597.500000 Penalty: 5276.349121
	Iteration 21Q: 3 clusters Score -5058598 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40661 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -5058614.500000 Penalty: 5276.349121
	Iteration 22Q: 3 clusters Score -5058614 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40686 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -5058636.000000 Penalty: 5276.349121
	Iteration 23Q: 3 clusters Score -5058636 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40711 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -5058655.500000 Penalty: 5276.349121
	Iteration 24Q: 3 clusters Score -5058656 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40730 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5058671.500000 Penalty: 5276.349121
	Iteration 25Q: 3 clusters Score -5058672 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40747 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -5058673.500000 Penalty: 5276.349121
	Iteration 26Q: 3 clusters Score -5058674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40764 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -5058678.500000 Penalty: 5276.349121
	Iteration 27Q: 3 clusters Score -5058678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40781 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -5058693.000000 Penalty: 5276.349121
	Iteration 28Q: 3 clusters Score -5058693 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40797 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -5058696.500000 Penalty: 5276.349121
	Iteration 29Q: 3 clusters Score -5058696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40814 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -5058705.000000 Penalty: 5276.349121
	Iteration 30Q: 3 clusters Score -5058705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40820 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -5058711.000000 Penalty: 5276.349121
	Iteration 31Q: 3 clusters Score -5058711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40822 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -5058707.000000 Penalty: 5276.349121
	Iteration 32Q: 3 clusters Score -5058707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40825 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -5058706.000000 Penalty: 5276.349121
	Iteration 33Q: 3 clusters Score -5058706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40826 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5058702.500000 Penalty: 5276.349121
	Iteration 34Q: 3 clusters Score -5058702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40825 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -5058703.000000 Penalty: 5276.349121
	Iteration 35Q: 3 clusters Score -5058703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40825 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -5058703.000000 Penalty: 5276.349121
	Iteration 36F: 3 clusters Score -5058703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41597 members 
Entering Unmasked Estep 
Score: -4742304.500000 Penalty: 2637.674316
	Iteration 0F: 2 clusters Score -4742304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -4714272.000000 Penalty: 5275.348633
	Iteration 0F: 3 clusters Score -4714272 nChanged 18972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -4724872.500000 Penalty: 5275.348633
	Iteration 1F: 3 clusters Score -4724872 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -4725822.000000 Penalty: 5275.348633
	Iteration 2F: 3 clusters Score -4725822 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -4726960.500000 Penalty: 5275.348633
	Iteration 3F: 3 clusters Score -4726960 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -4728241.500000 Penalty: 5275.348633
	Iteration 4F: 3 clusters Score -4728242 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -4729819.000000 Penalty: 5275.348633
	Iteration 5F: 3 clusters Score -4729819 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -4731508.500000 Penalty: 5275.348633
	Iteration 6F: 3 clusters Score -4731508 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -4733262.000000 Penalty: 5275.348633
	Iteration 7F: 3 clusters Score -4733262 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -4734986.000000 Penalty: 5275.348633
	Iteration 8F: 3 clusters Score -4734986 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -4736606.000000 Penalty: 5275.348633
	Iteration 9F: 3 clusters Score -4736606 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -4738027.500000 Penalty: 5275.348633
	Iteration 10Q: 3 clusters Score -4738028 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -4739163.500000 Penalty: 5275.348633
	Iteration 11Q: 3 clusters Score -4739164 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 30878 members 
Entering Unmasked Estep 
Score: -4739903.500000 Penalty: 5275.348633
	Iteration 12Q: 3 clusters Score -4739904 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
Score: -4740336.000000 Penalty: 5275.348633
	Iteration 13Q: 3 clusters Score -4740336 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -4740573.500000 Penalty: 5275.348633
	Iteration 14Q: 3 clusters Score -4740574 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 32517 members 
Entering Unmasked Estep 
Score: -4740747.500000 Penalty: 5275.348633
	Iteration 15Q: 3 clusters Score -4740748 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -4740872.000000 Penalty: 5275.348633
	Iteration 16Q: 3 clusters Score -4740872 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 33223 members 
Entering Unmasked Estep 
Score: -4740981.500000 Penalty: 5275.348633
	Iteration 17Q: 3 clusters Score -4740982 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 33508 members 
Entering Unmasked Estep 
Score: -4741058.000000 Penalty: 5275.348633
	Iteration 18Q: 3 clusters Score -4741058 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 33760 members 
Entering Unmasked Estep 
Score: -4741113.500000 Penalty: 5275.348633
	Iteration 19Q: 3 clusters Score -4741114 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 34015 members 
Entering Unmasked Estep 
Score: -4741175.500000 Penalty: 5275.348633
	Iteration 20F: 3 clusters Score -4741176 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 34241 members 
Entering Unmasked Estep 
Score: -4741229.000000 Penalty: 5275.348633
	Iteration 21Q: 3 clusters Score -4741229 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -4741257.500000 Penalty: 5275.348633
	Iteration 22Q: 3 clusters Score -4741258 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 34606 members 
Entering Unmasked Estep 
Score: -4741276.500000 Penalty: 5275.348633
	Iteration 23Q: 3 clusters Score -4741276 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
Score: -4741303.500000 Penalty: 5275.348633
	Iteration 24Q: 3 clusters Score -4741304 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
Score: -4741322.000000 Penalty: 5275.348633
	Iteration 25Q: 3 clusters Score -4741322 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 35013 members 
Entering Unmasked Estep 
Score: -4741335.000000 Penalty: 5275.348633
	Iteration 26Q: 3 clusters Score -4741335 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 35131 members 
Entering Unmasked Estep 
Score: -4741361.500000 Penalty: 5275.348633
	Iteration 27Q: 3 clusters Score -4741362 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 35241 members 
Entering Unmasked Estep 
Score: -4741386.000000 Penalty: 5275.348633
	Iteration 28Q: 3 clusters Score -4741386 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 35347 members 
Entering Unmasked Estep 
Score: -4741402.000000 Penalty: 5275.348633
	Iteration 29Q: 3 clusters Score -4741402 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 35457 members 
Entering Unmasked Estep 
Score: -4741423.000000 Penalty: 5275.348633
	Iteration 30Q: 3 clusters Score -4741423 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 35545 members 
Entering Unmasked Estep 
Score: -4741439.500000 Penalty: 5275.348633
	Iteration 31Q: 3 clusters Score -4741440 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -4741454.500000 Penalty: 5275.348633
	Iteration 32Q: 3 clusters Score -4741454 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 35697 members 
Entering Unmasked Estep 
Score: -4741453.500000 Penalty: 5275.348633
	Iteration 33Q: 3 clusters Score -4741454 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 35769 members 
Entering Unmasked Estep 
Score: -4741461.500000 Penalty: 5275.348633
	Iteration 34Q: 3 clusters Score -4741462 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 35825 members 
Entering Unmasked Estep 
Score: -4741471.000000 Penalty: 5275.348633
	Iteration 35Q: 3 clusters Score -4741471 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 35876 members 
Entering Unmasked Estep 
Score: -4741471.500000 Penalty: 5275.348633
	Iteration 36Q: 3 clusters Score -4741472 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 35926 members 
Entering Unmasked Estep 
Score: -4741477.000000 Penalty: 5275.348633
	Iteration 37Q: 3 clusters Score -4741477 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 35984 members 
Entering Unmasked Estep 
Score: -4741487.500000 Penalty: 5275.348633
	Iteration 38Q: 3 clusters Score -4741488 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -4741503.500000 Penalty: 5275.348633
	Iteration 39Q: 3 clusters Score -4741504 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 36070 members 
Entering Unmasked Estep 
Score: -4741503.500000 Penalty: 5275.348633
	Iteration 40F: 3 clusters Score -4741504 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 36108 members 
Entering Unmasked Estep 
Score: -4741498.500000 Penalty: 5275.348633
	Iteration 41Q: 3 clusters Score -4741498 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 36142 members 
Entering Unmasked Estep 
Score: -4741503.000000 Penalty: 5275.348633
	Iteration 42Q: 3 clusters Score -4741503 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
Score: -4741510.000000 Penalty: 5275.348633
	Iteration 43Q: 3 clusters Score -4741510 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
Score: -4741518.500000 Penalty: 5275.348633
	Iteration 44Q: 3 clusters Score -4741518 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 36209 members 
Entering Unmasked Estep 
Score: -4741531.000000 Penalty: 5275.348633
	Iteration 45Q: 3 clusters Score -4741531 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
Score: -4741521.000000 Penalty: 5275.348633
	Iteration 46Q: 3 clusters Score -4741521 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 36252 members 
Entering Unmasked Estep 
Score: -4741537.000000 Penalty: 5275.348633
	Iteration 47Q: 3 clusters Score -4741537 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 36277 members 
Entering Unmasked Estep 
Score: -4741538.000000 Penalty: 5275.348633
	Iteration 48Q: 3 clusters Score -4741538 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 36295 members 
Entering Unmasked Estep 
Score: -4741547.000000 Penalty: 5275.348633
	Iteration 49Q: 3 clusters Score -4741547 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -4741545.000000 Penalty: 5275.348633
	Iteration 50Q: 3 clusters Score -4741545 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 36348 members 
Entering Unmasked Estep 
Score: -4741563.500000 Penalty: 5275.348633
	Iteration 51Q: 3 clusters Score -4741564 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -4741563.500000 Penalty: 5275.348633
	Iteration 52Q: 3 clusters Score -4741564 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 36394 members 
Entering Unmasked Estep 
Score: -4741558.000000 Penalty: 5275.348633
	Iteration 53Q: 3 clusters Score -4741558 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 36412 members 
Entering Unmasked Estep 
Score: -4741563.500000 Penalty: 5275.348633
	Iteration 54Q: 3 clusters Score -4741564 nChanged 24
Entering Unmasked Mstep 
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	Iteration 59Q: 3 clusters Score -4741562 nChanged 13
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	Iteration 60F: 3 clusters Score -4741560 nChanged 10
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	Iteration 63Q: 3 clusters Score -4741562 nChanged 13
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	Iteration 65Q: 3 clusters Score -4741558 nChanged 13
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Mstep: Class 1 contains 5019 members 
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	Iteration 66Q: 3 clusters Score -4741562 nChanged 17
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Mstep: Class 1 contains 4880 members 
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Mstep: Class 1 contains 4872 members 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 37628 members 
Entering Unmasked Estep 
Score: -4741747.500000 Penalty: 5275.348633
	Iteration 148Q: 3 clusters Score -4741748 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -4741772.500000 Penalty: 5275.348633
	Iteration 149Q: 3 clusters Score -4741772 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
Score: -4741775.000000 Penalty: 5275.348633
	Iteration 150Q: 3 clusters Score -4741775 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 37735 members 
Entering Unmasked Estep 
Score: -4741788.000000 Penalty: 5275.348633
	Iteration 151Q: 3 clusters Score -4741788 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 37767 members 
Entering Unmasked Estep 
Score: -4741788.000000 Penalty: 5275.348633
	Iteration 152Q: 3 clusters Score -4741788 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 37796 members 
Entering Unmasked Estep 
Score: -4741795.500000 Penalty: 5275.348633
	Iteration 153Q: 3 clusters Score -4741796 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 37818 members 
Entering Unmasked Estep 
Score: -4741798.000000 Penalty: 5275.348633
	Iteration 154Q: 3 clusters Score -4741798 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 37840 members 
Entering Unmasked Estep 
Score: -4741802.000000 Penalty: 5275.348633
	Iteration 155Q: 3 clusters Score -4741802 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -4741811.000000 Penalty: 5275.348633
	Iteration 156Q: 3 clusters Score -4741811 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 37873 members 
Entering Unmasked Estep 
Score: -4741808.500000 Penalty: 5275.348633
	Iteration 157Q: 3 clusters Score -4741808 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 37886 members 
Entering Unmasked Estep 
Score: -4741815.000000 Penalty: 5275.348633
	Iteration 158Q: 3 clusters Score -4741815 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 37901 members 
Entering Unmasked Estep 
Score: -4741817.500000 Penalty: 5275.348633
	Iteration 159Q: 3 clusters Score -4741818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 37910 members 
Entering Unmasked Estep 
Score: -4741815.500000 Penalty: 5275.348633
	Iteration 160F: 3 clusters Score -4741816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 37915 members 
Entering Unmasked Estep 
Score: -4741809.500000 Penalty: 5275.348633
	Iteration 161Q: 3 clusters Score -4741810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 37918 members 
Entering Unmasked Estep 
Score: -4741813.500000 Penalty: 5275.348633
	Iteration 162Q: 3 clusters Score -4741814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 37924 members 
Entering Unmasked Estep 
Score: -4741821.000000 Penalty: 5275.348633
	Iteration 163Q: 3 clusters Score -4741821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 37929 members 
Entering Unmasked Estep 
Score: -4741815.000000 Penalty: 5275.348633
	Iteration 164Q: 3 clusters Score -4741815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
Score: -4741819.000000 Penalty: 5275.348633
	Iteration 165Q: 3 clusters Score -4741819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 37940 members 
Entering Unmasked Estep 
Score: -4741816.500000 Penalty: 5275.348633
	Iteration 166Q: 3 clusters Score -4741816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 37944 members 
Entering Unmasked Estep 
Score: -4741813.000000 Penalty: 5275.348633
	Iteration 167Q: 3 clusters Score -4741813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 37949 members 
Entering Unmasked Estep 
Score: -4741817.500000 Penalty: 5275.348633
	Iteration 168Q: 3 clusters Score -4741818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 37956 members 
Entering Unmasked Estep 
Score: -4741819.000000 Penalty: 5275.348633
	Iteration 169Q: 3 clusters Score -4741819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 37963 members 
Entering Unmasked Estep 
Score: -4741819.000000 Penalty: 5275.348633
	Iteration 170Q: 3 clusters Score -4741819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 37967 members 
Entering Unmasked Estep 
Score: -4741821.000000 Penalty: 5275.348633
	Iteration 171Q: 3 clusters Score -4741821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 37971 members 
Entering Unmasked Estep 
Score: -4741822.500000 Penalty: 5275.348633
	Iteration 172Q: 3 clusters Score -4741822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 37975 members 
Entering Unmasked Estep 
Score: -4741826.500000 Penalty: 5275.348633
	Iteration 173Q: 3 clusters Score -4741826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 37980 members 
Entering Unmasked Estep 
Score: -4741825.000000 Penalty: 5275.348633
	Iteration 174Q: 3 clusters Score -4741825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 37982 members 
Entering Unmasked Estep 
Score: -4741825.000000 Penalty: 5275.348633
	Iteration 175Q: 3 clusters Score -4741825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 37983 members 
Entering Unmasked Estep 
Score: -4741826.500000 Penalty: 5275.348633
	Iteration 176Q: 3 clusters Score -4741826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 37984 members 
Entering Unmasked Estep 
Score: -4741826.500000 Penalty: 5275.348633
	Iteration 177Q: 3 clusters Score -4741826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 37983 members 
Entering Unmasked Estep 
Score: -4741832.000000 Penalty: 5275.348633
	Iteration 178Q: 3 clusters Score -4741832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 37984 members 
Entering Unmasked Estep 
Score: -4741834.000000 Penalty: 5275.348633
	Iteration 179Q: 3 clusters Score -4741834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 37985 members 
Entering Unmasked Estep 
Score: -4741828.500000 Penalty: 5275.348633
	Iteration 180F: 3 clusters Score -4741828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Entering Unmasked Estep 
Score: -1447376.625000 Penalty: 2344.706543
	Iteration 0F: 2 clusters Score -1447377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1437969.375000 Penalty: 4689.413086
	Iteration 0F: 3 clusters Score -1437969 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1440881.625000 Penalty: 4689.413086
	Iteration 1F: 3 clusters Score -1440882 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1441303.375000 Penalty: 4689.413086
	Iteration 2F: 3 clusters Score -1441303 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1441694.875000 Penalty: 4689.413086
	Iteration 3F: 3 clusters Score -1441695 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1442049.125000 Penalty: 4689.413086
	Iteration 4Q: 3 clusters Score -1442049 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1442469.375000 Penalty: 4689.413086
	Iteration 5Q: 3 clusters Score -1442469 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1442906.625000 Penalty: 4689.413086
	Iteration 6F: 3 clusters Score -1442907 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1443351.625000 Penalty: 4689.413086
	Iteration 7F: 3 clusters Score -1443352 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1443772.625000 Penalty: 4689.413086
	Iteration 8Q: 3 clusters Score -1443773 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1444102.875000 Penalty: 4689.413086
	Iteration 9Q: 3 clusters Score -1444103 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1444390.375000 Penalty: 4689.413086
	Iteration 10Q: 3 clusters Score -1444390 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1444618.875000 Penalty: 4689.413086
	Iteration 11Q: 3 clusters Score -1444619 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1444802.500000 Penalty: 4689.413086
	Iteration 12Q: 3 clusters Score -1444802 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1444951.125000 Penalty: 4689.413086
	Iteration 13Q: 3 clusters Score -1444951 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1445064.875000 Penalty: 4689.413086
	Iteration 14Q: 3 clusters Score -1445065 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1445141.000000 Penalty: 4689.413086
	Iteration 15Q: 3 clusters Score -1445141 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1445199.500000 Penalty: 4689.413086
	Iteration 16Q: 3 clusters Score -1445200 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1445262.000000 Penalty: 4689.413086
	Iteration 17Q: 3 clusters Score -1445262 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1445299.000000 Penalty: 4689.413086
	Iteration 18Q: 3 clusters Score -1445299 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1445326.125000 Penalty: 4689.413086
	Iteration 19Q: 3 clusters Score -1445326 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1445356.000000 Penalty: 4689.413086
	Iteration 20F: 3 clusters Score -1445356 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1445370.500000 Penalty: 4689.413086
	Iteration 21Q: 3 clusters Score -1445370 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1445386.000000 Penalty: 4689.413086
	Iteration 22Q: 3 clusters Score -1445386 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1445401.500000 Penalty: 4689.413086
	Iteration 23Q: 3 clusters Score -1445402 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1445413.000000 Penalty: 4689.413086
	Iteration 24Q: 3 clusters Score -1445413 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1445424.000000 Penalty: 4689.413086
	Iteration 25Q: 3 clusters Score -1445424 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1445432.125000 Penalty: 4689.413086
	Iteration 26Q: 3 clusters Score -1445432 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1445447.125000 Penalty: 4689.413086
	Iteration 27Q: 3 clusters Score -1445447 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1445460.125000 Penalty: 4689.413086
	Iteration 28Q: 3 clusters Score -1445460 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1445461.500000 Penalty: 4689.413086
	Iteration 29Q: 3 clusters Score -1445462 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1445463.250000 Penalty: 4689.413086
	Iteration 30Q: 3 clusters Score -1445463 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1445467.125000 Penalty: 4689.413086
	Iteration 31Q: 3 clusters Score -1445467 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1445473.375000 Penalty: 4689.413086
	Iteration 32Q: 3 clusters Score -1445473 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1445474.000000 Penalty: 4689.413086
	Iteration 33Q: 3 clusters Score -1445474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1445476.750000 Penalty: 4689.413086
	Iteration 34Q: 3 clusters Score -1445477 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1445483.625000 Penalty: 4689.413086
	Iteration 35Q: 3 clusters Score -1445484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1445482.750000 Penalty: 4689.413086
	Iteration 36Q: 3 clusters Score -1445483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1445488.750000 Penalty: 4689.413086
	Iteration 37Q: 3 clusters Score -1445489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1445489.500000 Penalty: 4689.413086
	Iteration 38Q: 3 clusters Score -1445490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1445492.875000 Penalty: 4689.413086
	Iteration 39Q: 3 clusters Score -1445493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1445492.125000 Penalty: 4689.413086
	Iteration 40F: 3 clusters Score -1445492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1445496.000000 Penalty: 4689.413086
	Iteration 41Q: 3 clusters Score -1445496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1445493.875000 Penalty: 4689.413086
	Iteration 42Q: 3 clusters Score -1445494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1445493.750000 Penalty: 4689.413086
	Iteration 43Q: 3 clusters Score -1445494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1445495.250000 Penalty: 4689.413086
	Iteration 44Q: 3 clusters Score -1445495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1445496.625000 Penalty: 4689.413086
	Iteration 45Q: 3 clusters Score -1445497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1445497.375000 Penalty: 4689.413086
	Iteration 46Q: 3 clusters Score -1445497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1445497.500000 Penalty: 4689.413086
	Iteration 47Q: 3 clusters Score -1445498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1445499.375000 Penalty: 4689.413086
	Iteration 48Q: 3 clusters Score -1445499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1445496.875000 Penalty: 4689.413086
	Iteration 49Q: 3 clusters Score -1445497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1445504.875000 Penalty: 4689.413086
	Iteration 50Q: 3 clusters Score -1445505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1445504.000000 Penalty: 4689.413086
	Iteration 51Q: 3 clusters Score -1445504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1445505.125000 Penalty: 4689.413086
	Iteration 52Q: 3 clusters Score -1445505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1445508.125000 Penalty: 4689.413086
	Iteration 53Q: 3 clusters Score -1445508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1445511.250000 Penalty: 4689.413086
	Iteration 54Q: 3 clusters Score -1445511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1445509.750000 Penalty: 4689.413086
	Iteration 55Q: 3 clusters Score -1445510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1445512.000000 Penalty: 4689.413086
	Iteration 56Q: 3 clusters Score -1445512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1445511.375000 Penalty: 4689.413086
	Iteration 57Q: 3 clusters Score -1445511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1445512.875000 Penalty: 4689.413086
	Iteration 58Q: 3 clusters Score -1445513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1445513.625000 Penalty: 4689.413086
	Iteration 59Q: 3 clusters Score -1445514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1445512.375000 Penalty: 4689.413086
	Iteration 60F: 3 clusters Score -1445512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1445509.750000 Penalty: 4689.413086
	Iteration 61Q: 3 clusters Score -1445510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1445510.000000 Penalty: 4689.413086
	Iteration 62Q: 3 clusters Score -1445510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1445509.625000 Penalty: 4689.413086
	Iteration 63Q: 3 clusters Score -1445510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1445510.375000 Penalty: 4689.413086
	Iteration 64Q: 3 clusters Score -1445510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1445510.375000 Penalty: 4689.413086
	Iteration 65F: 3 clusters Score -1445510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Entering Unmasked Estep 
Score: -2012926.875000 Penalty: 2408.987305
	Iteration 0F: 2 clusters Score -2012927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -2000929.000000 Penalty: 4817.974609
	Iteration 0F: 3 clusters Score -2000929 nChanged 7192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -2004777.000000 Penalty: 4817.974609
	Iteration 1F: 3 clusters Score -2004777 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -2005162.750000 Penalty: 4817.974609
	Iteration 2F: 3 clusters Score -2005163 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -2005565.250000 Penalty: 4817.974609
	Iteration 3F: 3 clusters Score -2005565 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -2005895.000000 Penalty: 4817.974609
	Iteration 4Q: 3 clusters Score -2005895 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -2006257.875000 Penalty: 4817.974609
	Iteration 5Q: 3 clusters Score -2006258 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -2006728.250000 Penalty: 4817.974609
	Iteration 6Q: 3 clusters Score -2006728 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -2007310.625000 Penalty: 4817.974609
	Iteration 7F: 3 clusters Score -2007311 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -2007942.500000 Penalty: 4817.974609
	Iteration 8F: 3 clusters Score -2007942 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2008607.250000 Penalty: 4817.974609
	Iteration 9F: 3 clusters Score -2008607 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2009235.500000 Penalty: 4817.974609
	Iteration 10Q: 3 clusters Score -2009236 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2009771.875000 Penalty: 4817.974609
	Iteration 11Q: 3 clusters Score -2009772 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2010125.625000 Penalty: 4817.974609
	Iteration 12Q: 3 clusters Score -2010126 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2010359.625000 Penalty: 4817.974609
	Iteration 13Q: 3 clusters Score -2010360 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2010524.750000 Penalty: 4817.974609
	Iteration 14Q: 3 clusters Score -2010525 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2010632.625000 Penalty: 4817.974609
	Iteration 15Q: 3 clusters Score -2010633 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2010699.000000 Penalty: 4817.974609
	Iteration 16Q: 3 clusters Score -2010699 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2010733.250000 Penalty: 4817.974609
	Iteration 17Q: 3 clusters Score -2010733 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2010752.250000 Penalty: 4817.974609
	Iteration 18Q: 3 clusters Score -2010752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2010771.625000 Penalty: 4817.974609
	Iteration 19Q: 3 clusters Score -2010772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2010785.625000 Penalty: 4817.974609
	Iteration 20F: 3 clusters Score -2010786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2010799.375000 Penalty: 4817.974609
	Iteration 21Q: 3 clusters Score -2010799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2010808.875000 Penalty: 4817.974609
	Iteration 22Q: 3 clusters Score -2010809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2010815.375000 Penalty: 4817.974609
	Iteration 23Q: 3 clusters Score -2010815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2010822.875000 Penalty: 4817.974609
	Iteration 24Q: 3 clusters Score -2010823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2010827.250000 Penalty: 4817.974609
	Iteration 25Q: 3 clusters Score -2010827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2010827.250000 Penalty: 4817.974609
	Iteration 26F: 3 clusters Score -2010827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Entering Unmasked Estep 
Score: -742027.437500 Penalty: 2179.343994
	Iteration 0F: 2 clusters Score -742027.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -736589.312500 Penalty: 4358.687988
	Iteration 0F: 3 clusters Score -736589.3 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -738104.937500 Penalty: 4358.687988
	Iteration 1F: 3 clusters Score -738104.9 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -738413.562500 Penalty: 4358.687988
	Iteration 2F: 3 clusters Score -738413.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -738632.687500 Penalty: 4358.687988
	Iteration 3F: 3 clusters Score -738632.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -738793.250000 Penalty: 4358.687988
	Iteration 4Q: 3 clusters Score -738793.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -738922.562500 Penalty: 4358.687988
	Iteration 5Q: 3 clusters Score -738922.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -739036.500000 Penalty: 4358.687988
	Iteration 6Q: 3 clusters Score -739036.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -739160.375000 Penalty: 4358.687988
	Iteration 7Q: 3 clusters Score -739160.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -739278.375000 Penalty: 4358.687988
	Iteration 8Q: 3 clusters Score -739278.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -739375.125000 Penalty: 4358.687988
	Iteration 9Q: 3 clusters Score -739375.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -739458.000000 Penalty: 4358.687988
	Iteration 10Q: 3 clusters Score -739458 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -739519.625000 Penalty: 4358.687988
	Iteration 11Q: 3 clusters Score -739519.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -739592.375000 Penalty: 4358.687988
	Iteration 12Q: 3 clusters Score -739592.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -739652.125000 Penalty: 4358.687988
	Iteration 13Q: 3 clusters Score -739652.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -739702.312500 Penalty: 4358.687988
	Iteration 14Q: 3 clusters Score -739702.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -739748.812500 Penalty: 4358.687988
	Iteration 15Q: 3 clusters Score -739748.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -739794.250000 Penalty: 4358.687988
	Iteration 16Q: 3 clusters Score -739794.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -739837.875000 Penalty: 4358.687988
	Iteration 17Q: 3 clusters Score -739837.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -739873.312500 Penalty: 4358.687988
	Iteration 18Q: 3 clusters Score -739873.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -739900.187500 Penalty: 4358.687988
	Iteration 19Q: 3 clusters Score -739900.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -739932.625000 Penalty: 4358.687988
	Iteration 20F: 3 clusters Score -739932.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -739961.375000 Penalty: 4358.687988
	Iteration 21Q: 3 clusters Score -739961.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -740000.500000 Penalty: 4358.687988
	Iteration 22Q: 3 clusters Score -740000.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -740040.937500 Penalty: 4358.687988
	Iteration 23Q: 3 clusters Score -740040.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -740065.812500 Penalty: 4358.687988
	Iteration 24Q: 3 clusters Score -740065.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -740082.000000 Penalty: 4358.687988
	Iteration 25Q: 3 clusters Score -740082 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -740095.000000 Penalty: 4358.687988
	Iteration 26Q: 3 clusters Score -740095 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -740111.562500 Penalty: 4358.687988
	Iteration 27Q: 3 clusters Score -740111.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -740126.437500 Penalty: 4358.687988
	Iteration 28Q: 3 clusters Score -740126.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -740136.812500 Penalty: 4358.687988
	Iteration 29Q: 3 clusters Score -740136.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -740149.375000 Penalty: 4358.687988
	Iteration 30Q: 3 clusters Score -740149.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -740160.187500 Penalty: 4358.687988
	Iteration 31Q: 3 clusters Score -740160.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -740168.437500 Penalty: 4358.687988
	Iteration 32Q: 3 clusters Score -740168.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -740174.625000 Penalty: 4358.687988
	Iteration 33Q: 3 clusters Score -740174.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -740176.125000 Penalty: 4358.687988
	Iteration 34Q: 3 clusters Score -740176.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -740180.187500 Penalty: 4358.687988
	Iteration 35Q: 3 clusters Score -740180.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -740181.750000 Penalty: 4358.687988
	Iteration 36Q: 3 clusters Score -740181.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -740184.125000 Penalty: 4358.687988
	Iteration 37Q: 3 clusters Score -740184.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -740187.500000 Penalty: 4358.687988
	Iteration 38Q: 3 clusters Score -740187.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -740190.562500 Penalty: 4358.687988
	Iteration 39Q: 3 clusters Score -740190.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -740192.812500 Penalty: 4358.687988
	Iteration 40F: 3 clusters Score -740192.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -740196.687500 Penalty: 4358.687988
	Iteration 41Q: 3 clusters Score -740196.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -740205.750000 Penalty: 4358.687988
	Iteration 42Q: 3 clusters Score -740205.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -740213.375000 Penalty: 4358.687988
	Iteration 43Q: 3 clusters Score -740213.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -740223.187500 Penalty: 4358.687988
	Iteration 44Q: 3 clusters Score -740223.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -740229.875000 Penalty: 4358.687988
	Iteration 45Q: 3 clusters Score -740229.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -740236.250000 Penalty: 4358.687988
	Iteration 46Q: 3 clusters Score -740236.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -740241.437500 Penalty: 4358.687988
	Iteration 47Q: 3 clusters Score -740241.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -740247.187500 Penalty: 4358.687988
	Iteration 48Q: 3 clusters Score -740247.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -740250.875000 Penalty: 4358.687988
	Iteration 49Q: 3 clusters Score -740250.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -740255.687500 Penalty: 4358.687988
	Iteration 50Q: 3 clusters Score -740255.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -740258.875000 Penalty: 4358.687988
	Iteration 51Q: 3 clusters Score -740258.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -740261.000000 Penalty: 4358.687988
	Iteration 52Q: 3 clusters Score -740261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -740261.875000 Penalty: 4358.687988
	Iteration 53Q: 3 clusters Score -740261.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -740263.812500 Penalty: 4358.687988
	Iteration 54Q: 3 clusters Score -740263.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -740264.562500 Penalty: 4358.687988
	Iteration 55Q: 3 clusters Score -740264.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -740266.687500 Penalty: 4358.687988
	Iteration 56Q: 3 clusters Score -740266.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -740267.562500 Penalty: 4358.687988
	Iteration 57Q: 3 clusters Score -740267.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -740267.562500 Penalty: 4358.687988
	Iteration 58Q: 3 clusters Score -740267.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -740267.562500 Penalty: 4358.687988
	Iteration 59F: 3 clusters Score -740267.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Entering Unmasked Estep 
Score: -681169.187500 Penalty: 2157.396973
	Iteration 0F: 2 clusters Score -681169.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -676006.625000 Penalty: 4314.793945
	Iteration 0F: 3 clusters Score -676006.6 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -677368.812500 Penalty: 4314.793945
	Iteration 1F: 3 clusters Score -677368.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -677644.437500 Penalty: 4314.793945
	Iteration 2F: 3 clusters Score -677644.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -677834.562500 Penalty: 4314.793945
	Iteration 3F: 3 clusters Score -677834.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -677997.062500 Penalty: 4314.793945
	Iteration 4Q: 3 clusters Score -677997.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -678149.625000 Penalty: 4314.793945
	Iteration 5Q: 3 clusters Score -678149.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -678297.687500 Penalty: 4314.793945
	Iteration 6Q: 3 clusters Score -678297.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -678456.437500 Penalty: 4314.793945
	Iteration 7Q: 3 clusters Score -678456.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -678628.500000 Penalty: 4314.793945
	Iteration 8Q: 3 clusters Score -678628.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -678795.187500 Penalty: 4314.793945
	Iteration 9Q: 3 clusters Score -678795.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -678974.187500 Penalty: 4314.793945
	Iteration 10Q: 3 clusters Score -678974.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -679108.500000 Penalty: 4314.793945
	Iteration 11Q: 3 clusters Score -679108.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -679234.812500 Penalty: 4314.793945
	Iteration 12Q: 3 clusters Score -679234.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -679327.375000 Penalty: 4314.793945
	Iteration 13Q: 3 clusters Score -679327.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -679408.187500 Penalty: 4314.793945
	Iteration 14Q: 3 clusters Score -679408.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -679470.750000 Penalty: 4314.793945
	Iteration 15Q: 3 clusters Score -679470.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -679520.812500 Penalty: 4314.793945
	Iteration 16Q: 3 clusters Score -679520.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -679541.937500 Penalty: 4314.793945
	Iteration 17Q: 3 clusters Score -679541.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -679564.562500 Penalty: 4314.793945
	Iteration 18Q: 3 clusters Score -679564.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -679583.625000 Penalty: 4314.793945
	Iteration 19Q: 3 clusters Score -679583.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -679606.062500 Penalty: 4314.793945
	Iteration 20F: 3 clusters Score -679606.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -679626.437500 Penalty: 4314.793945
	Iteration 21Q: 3 clusters Score -679626.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -679642.000000 Penalty: 4314.793945
	Iteration 22Q: 3 clusters Score -679642 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -679654.500000 Penalty: 4314.793945
	Iteration 23Q: 3 clusters Score -679654.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -679668.875000 Penalty: 4314.793945
	Iteration 24Q: 3 clusters Score -679668.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -679684.062500 Penalty: 4314.793945
	Iteration 25Q: 3 clusters Score -679684.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -679700.875000 Penalty: 4314.793945
	Iteration 26Q: 3 clusters Score -679700.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -679718.375000 Penalty: 4314.793945
	Iteration 27Q: 3 clusters Score -679718.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -679730.625000 Penalty: 4314.793945
	Iteration 28Q: 3 clusters Score -679730.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -679741.062500 Penalty: 4314.793945
	Iteration 29Q: 3 clusters Score -679741.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -679751.500000 Penalty: 4314.793945
	Iteration 30Q: 3 clusters Score -679751.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -679763.250000 Penalty: 4314.793945
	Iteration 31Q: 3 clusters Score -679763.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -679767.812500 Penalty: 4314.793945
	Iteration 32Q: 3 clusters Score -679767.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -679774.187500 Penalty: 4314.793945
	Iteration 33Q: 3 clusters Score -679774.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -679779.750000 Penalty: 4314.793945
	Iteration 34Q: 3 clusters Score -679779.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -679790.750000 Penalty: 4314.793945
	Iteration 35Q: 3 clusters Score -679790.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -679799.062500 Penalty: 4314.793945
	Iteration 36Q: 3 clusters Score -679799.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -679807.875000 Penalty: 4314.793945
	Iteration 37Q: 3 clusters Score -679807.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -679811.750000 Penalty: 4314.793945
	Iteration 38Q: 3 clusters Score -679811.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -679815.312500 Penalty: 4314.793945
	Iteration 39Q: 3 clusters Score -679815.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -679817.437500 Penalty: 4314.793945
	Iteration 40F: 3 clusters Score -679817.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -679817.500000 Penalty: 4314.793945
	Iteration 41Q: 3 clusters Score -679817.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -679821.875000 Penalty: 4314.793945
	Iteration 42Q: 3 clusters Score -679821.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -679823.312500 Penalty: 4314.793945
	Iteration 43Q: 3 clusters Score -679823.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -679824.187500 Penalty: 4314.793945
	Iteration 44Q: 3 clusters Score -679824.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -679824.562500 Penalty: 4314.793945
	Iteration 45Q: 3 clusters Score -679824.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -679824.562500 Penalty: 4314.793945
	Iteration 46F: 3 clusters Score -679824.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (40366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40366 members 
Entering Unmasked Estep 
Score: -4712057.500000 Penalty: 2630.224365
	Iteration 0F: 2 clusters Score -4712058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -4684613.000000 Penalty: 5260.448730
	Iteration 0F: 3 clusters Score -4684613 nChanged 18448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -4694879.000000 Penalty: 5260.448730
	Iteration 1F: 3 clusters Score -4694879 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -4695635.500000 Penalty: 5260.448730
	Iteration 2Q: 3 clusters Score -4695636 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -4696588.000000 Penalty: 5260.448730
	Iteration 3F: 3 clusters Score -4696588 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -4697767.500000 Penalty: 5260.448730
	Iteration 4F: 3 clusters Score -4697768 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -4699006.500000 Penalty: 5260.448730
	Iteration 5F: 3 clusters Score -4699006 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -4700445.500000 Penalty: 5260.448730
	Iteration 6F: 3 clusters Score -4700446 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -4702006.000000 Penalty: 5260.448730
	Iteration 7F: 3 clusters Score -4702006 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -4703688.500000 Penalty: 5260.448730
	Iteration 8F: 3 clusters Score -4703688 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -4705297.500000 Penalty: 5260.448730
	Iteration 9F: 3 clusters Score -4705298 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -4706502.000000 Penalty: 5260.448730
	Iteration 10Q: 3 clusters Score -4706502 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -4707208.500000 Penalty: 5260.448730
	Iteration 11Q: 3 clusters Score -4707208 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -4707593.000000 Penalty: 5260.448730
	Iteration 12Q: 3 clusters Score -4707593 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -4707810.000000 Penalty: 5260.448730
	Iteration 13Q: 3 clusters Score -4707810 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -4707875.500000 Penalty: 5260.448730
	Iteration 14Q: 3 clusters Score -4707876 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -4707932.000000 Penalty: 5260.448730
	Iteration 15Q: 3 clusters Score -4707932 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -4707981.000000 Penalty: 5260.448730
	Iteration 16Q: 3 clusters Score -4707981 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -4708011.500000 Penalty: 5260.448730
	Iteration 17Q: 3 clusters Score -4708012 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -4708041.500000 Penalty: 5260.448730
	Iteration 18Q: 3 clusters Score -4708042 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -4708058.000000 Penalty: 5260.448730
	Iteration 19Q: 3 clusters Score -4708058 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -4708086.500000 Penalty: 5260.448730
	Iteration 20F: 3 clusters Score -4708086 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -4708088.000000 Penalty: 5260.448730
	Iteration 21Q: 3 clusters Score -4708088 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -4708090.500000 Penalty: 5260.448730
	Iteration 22Q: 3 clusters Score -4708090 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -4708093.500000 Penalty: 5260.448730
	Iteration 23Q: 3 clusters Score -4708094 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -4708103.000000 Penalty: 5260.448730
	Iteration 24Q: 3 clusters Score -4708103 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -4708112.500000 Penalty: 5260.448730
	Iteration 25Q: 3 clusters Score -4708112 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -4708115.000000 Penalty: 5260.448730
	Iteration 26Q: 3 clusters Score -4708115 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -4708125.500000 Penalty: 5260.448730
	Iteration 27Q: 3 clusters Score -4708126 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -4708121.000000 Penalty: 5260.448730
	Iteration 28Q: 3 clusters Score -4708121 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -4708123.500000 Penalty: 5260.448730
	Iteration 29Q: 3 clusters Score -4708124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -4708123.500000 Penalty: 5260.448730
	Iteration 30Q: 3 clusters Score -4708124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -4708124.500000 Penalty: 5260.448730
	Iteration 31Q: 3 clusters Score -4708124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -4708123.000000 Penalty: 5260.448730
	Iteration 32Q: 3 clusters Score -4708123 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -4708123.000000 Penalty: 5260.448730
	Iteration 33Q: 3 clusters Score -4708123 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -4708127.500000 Penalty: 5260.448730
	Iteration 34Q: 3 clusters Score -4708128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -4708131.000000 Penalty: 5260.448730
	Iteration 35Q: 3 clusters Score -4708131 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -4708123.000000 Penalty: 5260.448730
	Iteration 36Q: 3 clusters Score -4708123 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -4708118.500000 Penalty: 5260.448730
	Iteration 37Q: 3 clusters Score -4708118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -4708125.500000 Penalty: 5260.448730
	Iteration 38Q: 3 clusters Score -4708126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -4708119.500000 Penalty: 5260.448730
	Iteration 39Q: 3 clusters Score -4708120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -4708119.000000 Penalty: 5260.448730
	Iteration 40F: 3 clusters Score -4708119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -4708125.000000 Penalty: 5260.448730
	Iteration 41Q: 3 clusters Score -4708125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -4708122.500000 Penalty: 5260.448730
	Iteration 42Q: 3 clusters Score -4708122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -4708123.500000 Penalty: 5260.448730
	Iteration 43Q: 3 clusters Score -4708124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -4708124.000000 Penalty: 5260.448730
	Iteration 44Q: 3 clusters Score -4708124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -4708120.500000 Penalty: 5260.448730
	Iteration 45Q: 3 clusters Score -4708120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -4708126.000000 Penalty: 5260.448730
	Iteration 46Q: 3 clusters Score -4708126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -4708127.000000 Penalty: 5260.448730
	Iteration 47Q: 3 clusters Score -4708127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -4708123.500000 Penalty: 5260.448730
	Iteration 48Q: 3 clusters Score -4708124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -4708122.000000 Penalty: 5260.448730
	Iteration 49Q: 3 clusters Score -4708122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -4708121.500000 Penalty: 5260.448730
	Iteration 50Q: 3 clusters Score -4708122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -4708124.500000 Penalty: 5260.448730
	Iteration 51Q: 3 clusters Score -4708124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -4708128.500000 Penalty: 5260.448730
	Iteration 52Q: 3 clusters Score -4708128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -4708128.500000 Penalty: 5260.448730
	Iteration 53Q: 3 clusters Score -4708128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -4708128.500000 Penalty: 5260.448730
	Iteration 54F: 3 clusters Score -4708128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (28806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28806 members 
Entering Unmasked Estep 
Score: -3353718.500000 Penalty: 2546.548096
	Iteration 0F: 2 clusters Score -3353718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -3334101.750000 Penalty: 5093.096191
	Iteration 0F: 3 clusters Score -3334102 nChanged 12923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -3341116.500000 Penalty: 5093.096191
	Iteration 1F: 3 clusters Score -3341116 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -3341750.500000 Penalty: 5093.096191
	Iteration 2F: 3 clusters Score -3341750 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -3342611.000000 Penalty: 5093.096191
	Iteration 3F: 3 clusters Score -3342611 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -3343761.750000 Penalty: 5093.096191
	Iteration 4F: 3 clusters Score -3343762 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -3345336.750000 Penalty: 5093.096191
	Iteration 5F: 3 clusters Score -3345337 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -3347025.500000 Penalty: 5093.096191
	Iteration 6F: 3 clusters Score -3347026 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -3348441.250000 Penalty: 5093.096191
	Iteration 7F: 3 clusters Score -3348441 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -3349382.000000 Penalty: 5093.096191
	Iteration 8F: 3 clusters Score -3349382 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -3349881.250000 Penalty: 5093.096191
	Iteration 9Q: 3 clusters Score -3349881 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -3350158.250000 Penalty: 5093.096191
	Iteration 10Q: 3 clusters Score -3350158 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -3350324.750000 Penalty: 5093.096191
	Iteration 11Q: 3 clusters Score -3350325 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -3350409.500000 Penalty: 5093.096191
	Iteration 12Q: 3 clusters Score -3350410 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -3350500.750000 Penalty: 5093.096191
	Iteration 13Q: 3 clusters Score -3350501 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -3350567.750000 Penalty: 5093.096191
	Iteration 14Q: 3 clusters Score -3350568 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -3350642.750000 Penalty: 5093.096191
	Iteration 15Q: 3 clusters Score -3350643 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -3350694.000000 Penalty: 5093.096191
	Iteration 16Q: 3 clusters Score -3350694 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -3350741.250000 Penalty: 5093.096191
	Iteration 17Q: 3 clusters Score -3350741 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -3350798.500000 Penalty: 5093.096191
	Iteration 18Q: 3 clusters Score -3350798 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -3350855.250000 Penalty: 5093.096191
	Iteration 19Q: 3 clusters Score -3350855 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -3350923.000000 Penalty: 5093.096191
	Iteration 20F: 3 clusters Score -3350923 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -3350994.250000 Penalty: 5093.096191
	Iteration 21Q: 3 clusters Score -3350994 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -3351059.250000 Penalty: 5093.096191
	Iteration 22Q: 3 clusters Score -3351059 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -3351118.000000 Penalty: 5093.096191
	Iteration 23Q: 3 clusters Score -3351118 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -3351168.750000 Penalty: 5093.096191
	Iteration 24Q: 3 clusters Score -3351169 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -3351216.500000 Penalty: 5093.096191
	Iteration 25Q: 3 clusters Score -3351216 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -3351284.750000 Penalty: 5093.096191
	Iteration 26Q: 3 clusters Score -3351285 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -3351372.000000 Penalty: 5093.096191
	Iteration 27Q: 3 clusters Score -3351372 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -3351494.500000 Penalty: 5093.096191
	Iteration 28Q: 3 clusters Score -3351494 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -3351670.250000 Penalty: 5093.096191
	Iteration 29Q: 3 clusters Score -3351670 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -3351892.250000 Penalty: 5093.096191
	Iteration 30Q: 3 clusters Score -3351892 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -3352173.250000 Penalty: 5093.096191
	Iteration 31Q: 3 clusters Score -3352173 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -3352404.250000 Penalty: 5093.096191
	Iteration 32Q: 3 clusters Score -3352404 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -3352570.750000 Penalty: 5093.096191
	Iteration 33Q: 3 clusters Score -3352571 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -3352651.000000 Penalty: 5093.096191
	Iteration 34Q: 3 clusters Score -3352651 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -3352704.500000 Penalty: 5093.096191
	Iteration 35Q: 3 clusters Score -3352704 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -3352725.750000 Penalty: 5093.096191
	Iteration 36Q: 3 clusters Score -3352726 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -3352741.750000 Penalty: 5093.096191
	Iteration 37Q: 3 clusters Score -3352742 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -3352752.250000 Penalty: 5093.096191
	Iteration 38Q: 3 clusters Score -3352752 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -3352765.250000 Penalty: 5093.096191
	Iteration 39Q: 3 clusters Score -3352765 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -3352781.500000 Penalty: 5093.096191
	Iteration 40F: 3 clusters Score -3352782 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -3352781.000000 Penalty: 5093.096191
	Iteration 41Q: 3 clusters Score -3352781 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -3352783.500000 Penalty: 5093.096191
	Iteration 42Q: 3 clusters Score -3352784 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -3352798.750000 Penalty: 5093.096191
	Iteration 43Q: 3 clusters Score -3352799 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -3352806.250000 Penalty: 5093.096191
	Iteration 44Q: 3 clusters Score -3352806 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -3352819.250000 Penalty: 5093.096191
	Iteration 45Q: 3 clusters Score -3352819 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -3352830.250000 Penalty: 5093.096191
	Iteration 46Q: 3 clusters Score -3352830 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -3352836.500000 Penalty: 5093.096191
	Iteration 47Q: 3 clusters Score -3352836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -3352834.250000 Penalty: 5093.096191
	Iteration 48Q: 3 clusters Score -3352834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -3352840.750000 Penalty: 5093.096191
	Iteration 49Q: 3 clusters Score -3352841 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -3352843.000000 Penalty: 5093.096191
	Iteration 50Q: 3 clusters Score -3352843 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -3352847.750000 Penalty: 5093.096191
	Iteration 51Q: 3 clusters Score -3352848 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -3352847.000000 Penalty: 5093.096191
	Iteration 52Q: 3 clusters Score -3352847 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -3352854.000000 Penalty: 5093.096191
	Iteration 53Q: 3 clusters Score -3352854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -3352861.750000 Penalty: 5093.096191
	Iteration 54Q: 3 clusters Score -3352862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -3352865.250000 Penalty: 5093.096191
	Iteration 55Q: 3 clusters Score -3352865 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -3352859.750000 Penalty: 5093.096191
	Iteration 56Q: 3 clusters Score -3352860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -3352863.000000 Penalty: 5093.096191
	Iteration 57Q: 3 clusters Score -3352863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -3352864.250000 Penalty: 5093.096191
	Iteration 58Q: 3 clusters Score -3352864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -3352868.250000 Penalty: 5093.096191
	Iteration 59Q: 3 clusters Score -3352868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -3352867.500000 Penalty: 5093.096191
	Iteration 60F: 3 clusters Score -3352868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -3352862.500000 Penalty: 5093.096191
	Iteration 61Q: 3 clusters Score -3352862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -3352861.750000 Penalty: 5093.096191
	Iteration 62Q: 3 clusters Score -3352862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -3352862.500000 Penalty: 5093.096191
	Iteration 63Q: 3 clusters Score -3352862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 25277 members 
Entering Unmasked Estep 
Score: -3352856.000000 Penalty: 5093.096191
	Iteration 64Q: 3 clusters Score -3352856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -3352858.250000 Penalty: 5093.096191
	Iteration 65Q: 3 clusters Score -3352858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -3352857.000000 Penalty: 5093.096191
	Iteration 66Q: 3 clusters Score -3352857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -3352857.000000 Penalty: 5093.096191
	Iteration 67F: 3 clusters Score -3352857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (175797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175797 members 
Entering Unmasked Estep 
Score: -21449180.000000 Penalty: 2995.117188
	Iteration 0F: 2 clusters Score -2.144918e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87817 members 
Mstep: Class 2 contains 87980 members 
Entering Unmasked Estep 
Score: -21331988.000000 Penalty: 5990.234375
	Iteration 0F: 3 clusters Score -2.133199e+07 nChanged 84497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86634 members 
Mstep: Class 2 contains 89163 members 
Entering Unmasked Estep 
Score: -21381380.000000 Penalty: 5990.234375
	Iteration 1F: 3 clusters Score -2.138138e+07 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85363 members 
Mstep: Class 2 contains 90434 members 
Entering Unmasked Estep 
Score: -21382768.000000 Penalty: 5990.234375
	Iteration 2Q: 3 clusters Score -2.138277e+07 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83271 members 
Mstep: Class 2 contains 92526 members 
Entering Unmasked Estep 
Score: -21384352.000000 Penalty: 5990.234375
	Iteration 3Q: 3 clusters Score -2.138435e+07 nChanged 7006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80049 members 
Mstep: Class 2 contains 95748 members 
Entering Unmasked Estep 
Score: -21387096.000000 Penalty: 5990.234375
	Iteration 4Q: 3 clusters Score -2.13871e+07 nChanged 8463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75320 members 
Mstep: Class 2 contains 100477 members 
Entering Unmasked Estep 
Score: -21391114.000000 Penalty: 5990.234375
	Iteration 5Q: 3 clusters Score -2.139111e+07 nChanged 9890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69120 members 
Mstep: Class 2 contains 106677 members 
Entering Unmasked Estep 
Score: -21396078.000000 Penalty: 5990.234375
	Iteration 6F: 3 clusters Score -2.139608e+07 nChanged 10820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61640 members 
Mstep: Class 2 contains 114157 members 
Entering Unmasked Estep 
Score: -21401914.000000 Penalty: 5990.234375
	Iteration 7F: 3 clusters Score -2.140191e+07 nChanged 10879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53327 members 
Mstep: Class 2 contains 122470 members 
Entering Unmasked Estep 
Score: -21408170.000000 Penalty: 5990.234375
	Iteration 8F: 3 clusters Score -2.140817e+07 nChanged 10423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44516 members 
Mstep: Class 2 contains 131281 members 
Entering Unmasked Estep 
Score: -21414634.000000 Penalty: 5990.234375
	Iteration 9F: 3 clusters Score -2.141463e+07 nChanged 9768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35372 members 
Mstep: Class 2 contains 140425 members 
Entering Unmasked Estep 
Score: -21421122.000000 Penalty: 5990.234375
	Iteration 10F: 3 clusters Score -2.142112e+07 nChanged 9182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 149473 members 
Entering Unmasked Estep 
Score: -21427598.000000 Penalty: 5990.234375
	Iteration 11F: 3 clusters Score -2.14276e+07 nChanged 8293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 157740 members 
Entering Unmasked Estep 
Score: -21433846.000000 Penalty: 5990.234375
	Iteration 12Q: 3 clusters Score -2.143385e+07 nChanged 6744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 164482 members 
Entering Unmasked Estep 
Score: -21439156.000000 Penalty: 5990.234375
	Iteration 13Q: 3 clusters Score -2.143916e+07 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 169325 members 
Entering Unmasked Estep 
Score: -21442678.000000 Penalty: 5990.234375
	Iteration 14Q: 3 clusters Score -2.144268e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 172261 members 
Entering Unmasked Estep 
Score: -21444660.000000 Penalty: 5990.234375
	Iteration 15Q: 3 clusters Score -2.144466e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 173801 members 
Entering Unmasked Estep 
Score: -21445594.000000 Penalty: 5990.234375
	Iteration 16Q: 3 clusters Score -2.144559e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 174492 members 
Entering Unmasked Estep 
Score: -21446082.000000 Penalty: 5990.234375
	Iteration 17Q: 3 clusters Score -2.144608e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 174830 members 
Entering Unmasked Estep 
Score: -21446426.000000 Penalty: 5990.234375
	Iteration 18Q: 3 clusters Score -2.144643e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 174992 members 
Entering Unmasked Estep 
Score: -21446540.000000 Penalty: 5990.234375
	Iteration 19Q: 3 clusters Score -2.144654e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 175076 members 
Entering Unmasked Estep 
Score: -21446636.000000 Penalty: 5990.234375
	Iteration 20F: 3 clusters Score -2.144664e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 175127 members 
Entering Unmasked Estep 
Score: -21446692.000000 Penalty: 5990.234375
	Iteration 21Q: 3 clusters Score -2.144669e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 175160 members 
Entering Unmasked Estep 
Score: -21446708.000000 Penalty: 5990.234375
	Iteration 22Q: 3 clusters Score -2.144671e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 175179 members 
Entering Unmasked Estep 
Score: -21446752.000000 Penalty: 5990.234375
	Iteration 23Q: 3 clusters Score -2.144675e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 175193 members 
Entering Unmasked Estep 
Score: -21446756.000000 Penalty: 5990.234375
	Iteration 24Q: 3 clusters Score -2.144676e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 175204 members 
Entering Unmasked Estep 
Score: -21446742.000000 Penalty: 5990.234375
	Iteration 25Q: 3 clusters Score -2.144674e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 175212 members 
Entering Unmasked Estep 
Score: -21446736.000000 Penalty: 5990.234375
	Iteration 26Q: 3 clusters Score -2.144674e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 175216 members 
Entering Unmasked Estep 
Score: -21446746.000000 Penalty: 5990.234375
	Iteration 27Q: 3 clusters Score -2.144675e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 175220 members 
Entering Unmasked Estep 
Score: -21446748.000000 Penalty: 5990.234375
	Iteration 28Q: 3 clusters Score -2.144675e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 175220 members 
Entering Unmasked Estep 
Score: -21446756.000000 Penalty: 5990.234375
	Iteration 29Q: 3 clusters Score -2.144676e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 175223 members 
Entering Unmasked Estep 
Score: -21446762.000000 Penalty: 5990.234375
	Iteration 30Q: 3 clusters Score -2.144676e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 175225 members 
Entering Unmasked Estep 
Score: -21446756.000000 Penalty: 5990.234375
	Iteration 31Q: 3 clusters Score -2.144676e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 175229 members 
Entering Unmasked Estep 
Score: -21446760.000000 Penalty: 5990.234375
	Iteration 32Q: 3 clusters Score -2.144676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 175230 members 
Entering Unmasked Estep 
Score: -21446774.000000 Penalty: 5990.234375
	Iteration 33Q: 3 clusters Score -2.144677e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 175231 members 
Entering Unmasked Estep 
Score: -21446768.000000 Penalty: 5990.234375
	Iteration 34Q: 3 clusters Score -2.144677e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 175232 members 
Entering Unmasked Estep 
Score: -21446764.000000 Penalty: 5990.234375
	Iteration 35Q: 3 clusters Score -2.144676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 175233 members 
Entering Unmasked Estep 
Score: -21446760.000000 Penalty: 5990.234375
	Iteration 36Q: 3 clusters Score -2.144676e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 175233 members 
Entering Unmasked Estep 
Score: -21446760.000000 Penalty: 5990.234375
	Iteration 37F: 3 clusters Score -2.144676e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (93683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93683 members 
Entering Unmasked Estep 
Score: -11440341.000000 Penalty: 2839.022705
	Iteration 0F: 2 clusters Score -1.144034e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46775 members 
Mstep: Class 2 contains 46908 members 
Entering Unmasked Estep 
Score: -11377535.000000 Penalty: 5678.045410
	Iteration 0F: 3 clusters Score -1.137754e+07 nChanged 44073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46346 members 
Mstep: Class 2 contains 47337 members 
Entering Unmasked Estep 
Score: -11402652.000000 Penalty: 5678.045410
	Iteration 1F: 3 clusters Score -1.140265e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45952 members 
Mstep: Class 2 contains 47731 members 
Entering Unmasked Estep 
Score: -11403231.000000 Penalty: 5678.045410
	Iteration 2Q: 3 clusters Score -1.140323e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45302 members 
Mstep: Class 2 contains 48381 members 
Entering Unmasked Estep 
Score: -11403840.000000 Penalty: 5678.045410
	Iteration 3Q: 3 clusters Score -1.140384e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44274 members 
Mstep: Class 2 contains 49409 members 
Entering Unmasked Estep 
Score: -11404492.000000 Penalty: 5678.045410
	Iteration 4Q: 3 clusters Score -1.140449e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42709 members 
Mstep: Class 2 contains 50974 members 
Entering Unmasked Estep 
Score: -11405483.000000 Penalty: 5678.045410
	Iteration 5Q: 3 clusters Score -1.140548e+07 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 53312 members 
Entering Unmasked Estep 
Score: -11406899.000000 Penalty: 5678.045410
	Iteration 6Q: 3 clusters Score -1.14069e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 56735 members 
Entering Unmasked Estep 
Score: -11409194.000000 Penalty: 5678.045410
	Iteration 7Q: 3 clusters Score -1.140919e+07 nChanged 5813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32143 members 
Mstep: Class 2 contains 61540 members 
Entering Unmasked Estep 
Score: -11412841.000000 Penalty: 5678.045410
	Iteration 8F: 3 clusters Score -1.141284e+07 nChanged 6906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 67658 members 
Entering Unmasked Estep 
Score: -11418200.000000 Penalty: 5678.045410
	Iteration 9F: 3 clusters Score -1.14182e+07 nChanged 6991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 73999 members 
Entering Unmasked Estep 
Score: -11424751.000000 Penalty: 5678.045410
	Iteration 10F: 3 clusters Score -1.142475e+07 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 78768 members 
Entering Unmasked Estep 
Score: -11430804.000000 Penalty: 5678.045410
	Iteration 11F: 3 clusters Score -1.14308e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 81275 members 
Entering Unmasked Estep 
Score: -11434589.000000 Penalty: 5678.045410
	Iteration 12Q: 3 clusters Score -1.143459e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 82369 members 
Entering Unmasked Estep 
Score: -11436329.000000 Penalty: 5678.045410
	Iteration 13Q: 3 clusters Score -1.143633e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 83050 members 
Entering Unmasked Estep 
Score: -11436989.000000 Penalty: 5678.045410
	Iteration 14Q: 3 clusters Score -1.143699e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 83631 members 
Entering Unmasked Estep 
Score: -11437383.000000 Penalty: 5678.045410
	Iteration 15Q: 3 clusters Score -1.143738e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 84145 members 
Entering Unmasked Estep 
Score: -11437648.000000 Penalty: 5678.045410
	Iteration 16Q: 3 clusters Score -1.143765e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 84605 members 
Entering Unmasked Estep 
Score: -11437776.000000 Penalty: 5678.045410
	Iteration 17Q: 3 clusters Score -1.143778e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 84991 members 
Entering Unmasked Estep 
Score: -11437890.000000 Penalty: 5678.045410
	Iteration 18Q: 3 clusters Score -1.143789e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 85296 members 
Entering Unmasked Estep 
Score: -11438002.000000 Penalty: 5678.045410
	Iteration 19Q: 3 clusters Score -1.1438e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 85595 members 
Entering Unmasked Estep 
Score: -11438147.000000 Penalty: 5678.045410
	Iteration 20F: 3 clusters Score -1.143815e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 85869 members 
Entering Unmasked Estep 
Score: -11438210.000000 Penalty: 5678.045410
	Iteration 21Q: 3 clusters Score -1.143821e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 86122 members 
Entering Unmasked Estep 
Score: -11438268.000000 Penalty: 5678.045410
	Iteration 22Q: 3 clusters Score -1.143827e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 86333 members 
Entering Unmasked Estep 
Score: -11438329.000000 Penalty: 5678.045410
	Iteration 23Q: 3 clusters Score -1.143833e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 86498 members 
Entering Unmasked Estep 
Score: -11438348.000000 Penalty: 5678.045410
	Iteration 24Q: 3 clusters Score -1.143835e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 86652 members 
Entering Unmasked Estep 
Score: -11438375.000000 Penalty: 5678.045410
	Iteration 25Q: 3 clusters Score -1.143838e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 86772 members 
Entering Unmasked Estep 
Score: -11438403.000000 Penalty: 5678.045410
	Iteration 26Q: 3 clusters Score -1.14384e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 86885 members 
Entering Unmasked Estep 
Score: -11438434.000000 Penalty: 5678.045410
	Iteration 27Q: 3 clusters Score -1.143843e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 86985 members 
Entering Unmasked Estep 
Score: -11438460.000000 Penalty: 5678.045410
	Iteration 28Q: 3 clusters Score -1.143846e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 87078 members 
Entering Unmasked Estep 
Score: -11438478.000000 Penalty: 5678.045410
	Iteration 29Q: 3 clusters Score -1.143848e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 87167 members 
Entering Unmasked Estep 
Score: -11438496.000000 Penalty: 5678.045410
	Iteration 30Q: 3 clusters Score -1.14385e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 87241 members 
Entering Unmasked Estep 
Score: -11438525.000000 Penalty: 5678.045410
	Iteration 31Q: 3 clusters Score -1.143852e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 87317 members 
Entering Unmasked Estep 
Score: -11438541.000000 Penalty: 5678.045410
	Iteration 32Q: 3 clusters Score -1.143854e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 87382 members 
Entering Unmasked Estep 
Score: -11438536.000000 Penalty: 5678.045410
	Iteration 33Q: 3 clusters Score -1.143854e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 87454 members 
Entering Unmasked Estep 
Score: -11438539.000000 Penalty: 5678.045410
	Iteration 34Q: 3 clusters Score -1.143854e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 87515 members 
Entering Unmasked Estep 
Score: -11438566.000000 Penalty: 5678.045410
	Iteration 35Q: 3 clusters Score -1.143857e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 87569 members 
Entering Unmasked Estep 
Score: -11438578.000000 Penalty: 5678.045410
	Iteration 36Q: 3 clusters Score -1.143858e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 87614 members 
Entering Unmasked Estep 
Score: -11438565.000000 Penalty: 5678.045410
	Iteration 37Q: 3 clusters Score -1.143856e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 87659 members 
Entering Unmasked Estep 
Score: -11438579.000000 Penalty: 5678.045410
	Iteration 38Q: 3 clusters Score -1.143858e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 87708 members 
Entering Unmasked Estep 
Score: -11438584.000000 Penalty: 5678.045410
	Iteration 39Q: 3 clusters Score -1.143858e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 87752 members 
Entering Unmasked Estep 
Score: -11438577.000000 Penalty: 5678.045410
	Iteration 40F: 3 clusters Score -1.143858e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 87799 members 
Entering Unmasked Estep 
Score: -11438586.000000 Penalty: 5678.045410
	Iteration 41Q: 3 clusters Score -1.143859e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 87833 members 
Entering Unmasked Estep 
Score: -11438594.000000 Penalty: 5678.045410
	Iteration 42Q: 3 clusters Score -1.143859e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 87867 members 
Entering Unmasked Estep 
Score: -11438614.000000 Penalty: 5678.045410
	Iteration 43Q: 3 clusters Score -1.143861e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 87906 members 
Entering Unmasked Estep 
Score: -11438620.000000 Penalty: 5678.045410
	Iteration 44Q: 3 clusters Score -1.143862e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 87941 members 
Entering Unmasked Estep 
Score: -11438622.000000 Penalty: 5678.045410
	Iteration 45Q: 3 clusters Score -1.143862e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 87973 members 
Entering Unmasked Estep 
Score: -11438616.000000 Penalty: 5678.045410
	Iteration 46Q: 3 clusters Score -1.143862e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 88006 members 
Entering Unmasked Estep 
Score: -11438621.000000 Penalty: 5678.045410
	Iteration 47Q: 3 clusters Score -1.143862e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 88027 members 
Entering Unmasked Estep 
Score: -11438608.000000 Penalty: 5678.045410
	Iteration 48Q: 3 clusters Score -1.143861e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 88051 members 
Entering Unmasked Estep 
Score: -11438622.000000 Penalty: 5678.045410
	Iteration 49Q: 3 clusters Score -1.143862e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 88062 members 
Entering Unmasked Estep 
Score: -11438626.000000 Penalty: 5678.045410
	Iteration 50Q: 3 clusters Score -1.143863e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 88074 members 
Entering Unmasked Estep 
Score: -11438633.000000 Penalty: 5678.045410
	Iteration 51Q: 3 clusters Score -1.143863e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 88088 members 
Entering Unmasked Estep 
Score: -11438610.000000 Penalty: 5678.045410
	Iteration 52Q: 3 clusters Score -1.143861e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 88106 members 
Entering Unmasked Estep 
Score: -11438619.000000 Penalty: 5678.045410
	Iteration 53Q: 3 clusters Score -1.143862e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 88125 members 
Entering Unmasked Estep 
Score: -11438614.000000 Penalty: 5678.045410
	Iteration 54Q: 3 clusters Score -1.143861e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 88143 members 
Entering Unmasked Estep 
Score: -11438629.000000 Penalty: 5678.045410
	Iteration 55Q: 3 clusters Score -1.143863e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 88156 members 
Entering Unmasked Estep 
Score: -11438624.000000 Penalty: 5678.045410
	Iteration 56Q: 3 clusters Score -1.143862e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 88173 members 
Entering Unmasked Estep 
Score: -11438639.000000 Penalty: 5678.045410
	Iteration 57Q: 3 clusters Score -1.143864e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 88188 members 
Entering Unmasked Estep 
Score: -11438643.000000 Penalty: 5678.045410
	Iteration 58Q: 3 clusters Score -1.143864e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 88209 members 
Entering Unmasked Estep 
Score: -11438651.000000 Penalty: 5678.045410
	Iteration 59Q: 3 clusters Score -1.143865e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 88244 members 
Entering Unmasked Estep 
Score: -11438640.000000 Penalty: 5678.045410
	Iteration 60F: 3 clusters Score -1.143864e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 88287 members 
Entering Unmasked Estep 
Score: -11438639.000000 Penalty: 5678.045410
	Iteration 61Q: 3 clusters Score -1.143864e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 88336 members 
Entering Unmasked Estep 
Score: -11438642.000000 Penalty: 5678.045410
	Iteration 62Q: 3 clusters Score -1.143864e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 88376 members 
Entering Unmasked Estep 
Score: -11438657.000000 Penalty: 5678.045410
	Iteration 63Q: 3 clusters Score -1.143866e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 88411 members 
Entering Unmasked Estep 
Score: -11438653.000000 Penalty: 5678.045410
	Iteration 64Q: 3 clusters Score -1.143865e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 88433 members 
Entering Unmasked Estep 
Score: -11438645.000000 Penalty: 5678.045410
	Iteration 65Q: 3 clusters Score -1.143864e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 88456 members 
Entering Unmasked Estep 
Score: -11438661.000000 Penalty: 5678.045410
	Iteration 66Q: 3 clusters Score -1.143866e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 88474 members 
Entering Unmasked Estep 
Score: -11438661.000000 Penalty: 5678.045410
	Iteration 67Q: 3 clusters Score -1.143866e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 88497 members 
Entering Unmasked Estep 
Score: -11438648.000000 Penalty: 5678.045410
	Iteration 68Q: 3 clusters Score -1.143865e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 88516 members 
Entering Unmasked Estep 
Score: -11438653.000000 Penalty: 5678.045410
	Iteration 69Q: 3 clusters Score -1.143865e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 88533 members 
Entering Unmasked Estep 
Score: -11438656.000000 Penalty: 5678.045410
	Iteration 70Q: 3 clusters Score -1.143866e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 88560 members 
Entering Unmasked Estep 
Score: -11438660.000000 Penalty: 5678.045410
	Iteration 71Q: 3 clusters Score -1.143866e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 88576 members 
Entering Unmasked Estep 
Score: -11438669.000000 Penalty: 5678.045410
	Iteration 72Q: 3 clusters Score -1.143867e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 88588 members 
Entering Unmasked Estep 
Score: -11438667.000000 Penalty: 5678.045410
	Iteration 73Q: 3 clusters Score -1.143867e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 88595 members 
Entering Unmasked Estep 
Score: -11438664.000000 Penalty: 5678.045410
	Iteration 74Q: 3 clusters Score -1.143866e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 88605 members 
Entering Unmasked Estep 
Score: -11438653.000000 Penalty: 5678.045410
	Iteration 75Q: 3 clusters Score -1.143865e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 88625 members 
Entering Unmasked Estep 
Score: -11438659.000000 Penalty: 5678.045410
	Iteration 76Q: 3 clusters Score -1.143866e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 88634 members 
Entering Unmasked Estep 
Score: -11438667.000000 Penalty: 5678.045410
	Iteration 77Q: 3 clusters Score -1.143867e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 88643 members 
Entering Unmasked Estep 
Score: -11438651.000000 Penalty: 5678.045410
	Iteration 78Q: 3 clusters Score -1.143865e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 88654 members 
Entering Unmasked Estep 
Score: -11438661.000000 Penalty: 5678.045410
	Iteration 79Q: 3 clusters Score -1.143866e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 88667 members 
Entering Unmasked Estep 
Score: -11438670.000000 Penalty: 5678.045410
	Iteration 80F: 3 clusters Score -1.143867e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 88680 members 
Entering Unmasked Estep 
Score: -11438667.000000 Penalty: 5678.045410
	Iteration 81Q: 3 clusters Score -1.143867e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 88688 members 
Entering Unmasked Estep 
Score: -11438672.000000 Penalty: 5678.045410
	Iteration 82Q: 3 clusters Score -1.143867e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 88692 members 
Entering Unmasked Estep 
Score: -11438682.000000 Penalty: 5678.045410
	Iteration 83Q: 3 clusters Score -1.143868e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 88699 members 
Entering Unmasked Estep 
Score: -11438679.000000 Penalty: 5678.045410
	Iteration 84Q: 3 clusters Score -1.143868e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 88710 members 
Entering Unmasked Estep 
Score: -11438685.000000 Penalty: 5678.045410
	Iteration 85Q: 3 clusters Score -1.143868e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 88723 members 
Entering Unmasked Estep 
Score: -11438684.000000 Penalty: 5678.045410
	Iteration 86Q: 3 clusters Score -1.143868e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 88730 members 
Entering Unmasked Estep 
Score: -11438681.000000 Penalty: 5678.045410
	Iteration 87Q: 3 clusters Score -1.143868e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 88734 members 
Entering Unmasked Estep 
Score: -11438679.000000 Penalty: 5678.045410
	Iteration 88Q: 3 clusters Score -1.143868e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 88735 members 
Entering Unmasked Estep 
Score: -11438679.000000 Penalty: 5678.045410
	Iteration 89Q: 3 clusters Score -1.143868e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 88738 members 
Entering Unmasked Estep 
Score: -11438673.000000 Penalty: 5678.045410
	Iteration 90Q: 3 clusters Score -1.143867e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 88741 members 
Entering Unmasked Estep 
Score: -11438676.000000 Penalty: 5678.045410
	Iteration 91Q: 3 clusters Score -1.143868e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 88742 members 
Entering Unmasked Estep 
Score: -11438679.000000 Penalty: 5678.045410
	Iteration 92Q: 3 clusters Score -1.143868e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 88745 members 
Entering Unmasked Estep 
Score: -11438674.000000 Penalty: 5678.045410
	Iteration 93Q: 3 clusters Score -1.143867e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 88747 members 
Entering Unmasked Estep 
Score: -11438674.000000 Penalty: 5678.045410
	Iteration 94Q: 3 clusters Score -1.143867e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 88747 members 
Entering Unmasked Estep 
Score: -11438674.000000 Penalty: 5678.045410
	Iteration 95F: 3 clusters Score -1.143867e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Entering Unmasked Estep 
Score: -998096.125000 Penalty: 2252.630859
	Iteration 0F: 2 clusters Score -998096.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -991134.750000 Penalty: 4505.261719
	Iteration 0F: 3 clusters Score -991134.8 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -993255.000000 Penalty: 4505.261719
	Iteration 1F: 3 clusters Score -993255 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -993690.000000 Penalty: 4505.261719
	Iteration 2F: 3 clusters Score -993690 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -994129.312500 Penalty: 4505.261719
	Iteration 3F: 3 clusters Score -994129.3 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -994660.062500 Penalty: 4505.261719
	Iteration 4F: 3 clusters Score -994660.1 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -995288.125000 Penalty: 4505.261719
	Iteration 5F: 3 clusters Score -995288.1 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -995800.625000 Penalty: 4505.261719
	Iteration 6F: 3 clusters Score -995800.6 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -996158.687500 Penalty: 4505.261719
	Iteration 7F: 3 clusters Score -996158.7 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -996401.875000 Penalty: 4505.261719
	Iteration 8Q: 3 clusters Score -996401.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -996577.750000 Penalty: 4505.261719
	Iteration 9Q: 3 clusters Score -996577.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -996689.500000 Penalty: 4505.261719
	Iteration 10Q: 3 clusters Score -996689.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -996769.437500 Penalty: 4505.261719
	Iteration 11Q: 3 clusters Score -996769.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -996807.875000 Penalty: 4505.261719
	Iteration 12Q: 3 clusters Score -996807.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -996832.875000 Penalty: 4505.261719
	Iteration 13Q: 3 clusters Score -996832.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -996845.562500 Penalty: 4505.261719
	Iteration 14Q: 3 clusters Score -996845.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -996855.250000 Penalty: 4505.261719
	Iteration 15Q: 3 clusters Score -996855.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -996862.312500 Penalty: 4505.261719
	Iteration 16Q: 3 clusters Score -996862.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -996864.625000 Penalty: 4505.261719
	Iteration 17Q: 3 clusters Score -996864.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -996869.687500 Penalty: 4505.261719
	Iteration 18Q: 3 clusters Score -996869.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -996871.187500 Penalty: 4505.261719
	Iteration 19Q: 3 clusters Score -996871.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -996875.250000 Penalty: 4505.261719
	Iteration 20F: 3 clusters Score -996875.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -996877.500000 Penalty: 4505.261719
	Iteration 21Q: 3 clusters Score -996877.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -996877.062500 Penalty: 4505.261719
	Iteration 22Q: 3 clusters Score -996877.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -996878.250000 Penalty: 4505.261719
	Iteration 23Q: 3 clusters Score -996878.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -996878.687500 Penalty: 4505.261719
	Iteration 24Q: 3 clusters Score -996878.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -996879.937500 Penalty: 4505.261719
	Iteration 25Q: 3 clusters Score -996879.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -996878.750000 Penalty: 4505.261719
	Iteration 26Q: 3 clusters Score -996878.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -996880.875000 Penalty: 4505.261719
	Iteration 27Q: 3 clusters Score -996880.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -996880.062500 Penalty: 4505.261719
	Iteration 28Q: 3 clusters Score -996880.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -996880.062500 Penalty: 4505.261719
	Iteration 29F: 3 clusters Score -996880.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (228145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228145 members 
Entering Unmasked Estep 
Score: -28172354.000000 Penalty: 3059.758789
	Iteration 0F: 2 clusters Score -2.817235e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113994 members 
Mstep: Class 2 contains 114151 members 
Entering Unmasked Estep 
Score: -28026718.000000 Penalty: 6119.517578
	Iteration 0F: 3 clusters Score -2.802672e+07 nChanged 110086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113222 members 
Mstep: Class 2 contains 114923 members 
Entering Unmasked Estep 
Score: -28090848.000000 Penalty: 6119.517578
	Iteration 1F: 3 clusters Score -2.809085e+07 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112555 members 
Mstep: Class 2 contains 115590 members 
Entering Unmasked Estep 
Score: -28091604.000000 Penalty: 6119.517578
	Iteration 2Q: 3 clusters Score -2.80916e+07 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111451 members 
Mstep: Class 2 contains 116694 members 
Entering Unmasked Estep 
Score: -28092406.000000 Penalty: 6119.517578
	Iteration 3Q: 3 clusters Score -2.809241e+07 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109633 members 
Mstep: Class 2 contains 118512 members 
Entering Unmasked Estep 
Score: -28093332.000000 Penalty: 6119.517578
	Iteration 4Q: 3 clusters Score -2.809333e+07 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106753 members 
Mstep: Class 2 contains 121392 members 
Entering Unmasked Estep 
Score: -28094360.000000 Penalty: 6119.517578
	Iteration 5Q: 3 clusters Score -2.809436e+07 nChanged 6338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102227 members 
Mstep: Class 2 contains 125918 members 
Entering Unmasked Estep 
Score: -28096018.000000 Penalty: 6119.517578
	Iteration 6Q: 3 clusters Score -2.809602e+07 nChanged 8045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95294 members 
Mstep: Class 2 contains 132851 members 
Entering Unmasked Estep 
Score: -28098716.000000 Penalty: 6119.517578
	Iteration 7Q: 3 clusters Score -2.809872e+07 nChanged 10635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85197 members 
Mstep: Class 2 contains 142948 members 
Entering Unmasked Estep 
Score: -28103514.000000 Penalty: 6119.517578
	Iteration 8Q: 3 clusters Score -2.810351e+07 nChanged 14503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70942 members 
Mstep: Class 2 contains 157203 members 
Entering Unmasked Estep 
Score: -28112582.000000 Penalty: 6119.517578
	Iteration 9F: 3 clusters Score -2.811258e+07 nChanged 18257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52785 members 
Mstep: Class 2 contains 175360 members 
Entering Unmasked Estep 
Score: -28126778.000000 Penalty: 6119.517578
	Iteration 10F: 3 clusters Score -2.812678e+07 nChanged 20016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 195364 members 
Entering Unmasked Estep 
Score: -28143420.000000 Penalty: 6119.517578
	Iteration 11F: 3 clusters Score -2.814342e+07 nChanged 16899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 212263 members 
Entering Unmasked Estep 
Score: -28157816.000000 Penalty: 6119.517578
	Iteration 12F: 3 clusters Score -2.815782e+07 nChanged 9947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 222210 members 
Entering Unmasked Estep 
Score: -28165640.000000 Penalty: 6119.517578
	Iteration 13Q: 3 clusters Score -2.816564e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 226190 members 
Entering Unmasked Estep 
Score: -28168290.000000 Penalty: 6119.517578
	Iteration 14Q: 3 clusters Score -2.816829e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 227434 members 
Entering Unmasked Estep 
Score: -28169106.000000 Penalty: 6119.517578
	Iteration 15Q: 3 clusters Score -2.816911e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 227750 members 
Entering Unmasked Estep 
Score: -28169456.000000 Penalty: 6119.517578
	Iteration 16Q: 3 clusters Score -2.816946e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 227833 members 
Entering Unmasked Estep 
Score: -28169566.000000 Penalty: 6119.517578
	Iteration 17Q: 3 clusters Score -2.816957e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 227875 members 
Entering Unmasked Estep 
Score: -28169610.000000 Penalty: 6119.517578
	Iteration 18Q: 3 clusters Score -2.816961e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 227894 members 
Entering Unmasked Estep 
Score: -28169670.000000 Penalty: 6119.517578
	Iteration 19Q: 3 clusters Score -2.816967e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 227902 members 
Entering Unmasked Estep 
Score: -28169684.000000 Penalty: 6119.517578
	Iteration 20F: 3 clusters Score -2.816968e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 227906 members 
Entering Unmasked Estep 
Score: -28169674.000000 Penalty: 6119.517578
	Iteration 21Q: 3 clusters Score -2.816967e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 227908 members 
Entering Unmasked Estep 
Score: -28169690.000000 Penalty: 6119.517578
	Iteration 22Q: 3 clusters Score -2.816969e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 227915 members 
Entering Unmasked Estep 
Score: -28169714.000000 Penalty: 6119.517578
	Iteration 23Q: 3 clusters Score -2.816971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 227915 members 
Entering Unmasked Estep 
Score: -28169704.000000 Penalty: 6119.517578
	Iteration 24Q: 3 clusters Score -2.81697e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 227915 members 
Entering Unmasked Estep 
Score: -28169698.000000 Penalty: 6119.517578
	Iteration 25Q: 3 clusters Score -2.81697e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 227914 members 
Entering Unmasked Estep 
Score: -28169722.000000 Penalty: 6119.517578
	Iteration 26Q: 3 clusters Score -2.816972e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 227918 members 
Entering Unmasked Estep 
Score: -28169728.000000 Penalty: 6119.517578
	Iteration 27Q: 3 clusters Score -2.816973e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 227920 members 
Entering Unmasked Estep 
Score: -28169740.000000 Penalty: 6119.517578
	Iteration 28Q: 3 clusters Score -2.816974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 227921 members 
Entering Unmasked Estep 
Score: -28169736.000000 Penalty: 6119.517578
	Iteration 29Q: 3 clusters Score -2.816974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 227921 members 
Entering Unmasked Estep 
Score: -28169746.000000 Penalty: 6119.517578
	Iteration 30Q: 3 clusters Score -2.816975e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 227921 members 
Entering Unmasked Estep 
Score: -28169746.000000 Penalty: 6119.517578
	Iteration 31F: 3 clusters Score -2.816975e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (29911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Entering Unmasked Estep 
Score: -3663997.250000 Penalty: 2555.883545
	Iteration 0F: 2 clusters Score -3663997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -3643502.500000 Penalty: 5111.767090
	Iteration 0F: 3 clusters Score -3643502 nChanged 13547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -3650645.750000 Penalty: 5111.767090
	Iteration 1F: 3 clusters Score -3650646 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -3651040.500000 Penalty: 5111.767090
	Iteration 2Q: 3 clusters Score -3651040 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -3651398.250000 Penalty: 5111.767090
	Iteration 3Q: 3 clusters Score -3651398 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -3651760.250000 Penalty: 5111.767090
	Iteration 4Q: 3 clusters Score -3651760 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -3652164.250000 Penalty: 5111.767090
	Iteration 5Q: 3 clusters Score -3652164 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -3652635.500000 Penalty: 5111.767090
	Iteration 6Q: 3 clusters Score -3652636 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -3653289.250000 Penalty: 5111.767090
	Iteration 7Q: 3 clusters Score -3653289 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -3654147.500000 Penalty: 5111.767090
	Iteration 8F: 3 clusters Score -3654148 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -3655256.250000 Penalty: 5111.767090
	Iteration 9F: 3 clusters Score -3655256 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -3656507.750000 Penalty: 5111.767090
	Iteration 10F: 3 clusters Score -3656508 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -3657867.750000 Penalty: 5111.767090
	Iteration 11F: 3 clusters Score -3657868 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -3659068.250000 Penalty: 5111.767090
	Iteration 12F: 3 clusters Score -3659068 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -3659747.750000 Penalty: 5111.767090
	Iteration 13Q: 3 clusters Score -3659748 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -3660140.500000 Penalty: 5111.767090
	Iteration 14Q: 3 clusters Score -3660140 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -3660373.750000 Penalty: 5111.767090
	Iteration 15Q: 3 clusters Score -3660374 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -3660514.750000 Penalty: 5111.767090
	Iteration 16Q: 3 clusters Score -3660515 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -3660625.250000 Penalty: 5111.767090
	Iteration 17Q: 3 clusters Score -3660625 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -3660724.500000 Penalty: 5111.767090
	Iteration 18Q: 3 clusters Score -3660724 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -3660800.750000 Penalty: 5111.767090
	Iteration 19Q: 3 clusters Score -3660801 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -3660866.250000 Penalty: 5111.767090
	Iteration 20F: 3 clusters Score -3660866 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -3660923.500000 Penalty: 5111.767090
	Iteration 21Q: 3 clusters Score -3660924 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -3660971.000000 Penalty: 5111.767090
	Iteration 22Q: 3 clusters Score -3660971 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -3661008.750000 Penalty: 5111.767090
	Iteration 23Q: 3 clusters Score -3661009 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -3661061.750000 Penalty: 5111.767090
	Iteration 24Q: 3 clusters Score -3661062 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -3661120.250000 Penalty: 5111.767090
	Iteration 25Q: 3 clusters Score -3661120 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -3661183.250000 Penalty: 5111.767090
	Iteration 26Q: 3 clusters Score -3661183 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -3661231.750000 Penalty: 5111.767090
	Iteration 27Q: 3 clusters Score -3661232 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -3661278.250000 Penalty: 5111.767090
	Iteration 28Q: 3 clusters Score -3661278 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -3661330.500000 Penalty: 5111.767090
	Iteration 29Q: 3 clusters Score -3661330 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -3661379.250000 Penalty: 5111.767090
	Iteration 30Q: 3 clusters Score -3661379 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -3661410.750000 Penalty: 5111.767090
	Iteration 31Q: 3 clusters Score -3661411 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -3661435.750000 Penalty: 5111.767090
	Iteration 32Q: 3 clusters Score -3661436 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -3661473.250000 Penalty: 5111.767090
	Iteration 33Q: 3 clusters Score -3661473 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -3661489.500000 Penalty: 5111.767090
	Iteration 34Q: 3 clusters Score -3661490 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -3661515.500000 Penalty: 5111.767090
	Iteration 35Q: 3 clusters Score -3661516 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -3661539.000000 Penalty: 5111.767090
	Iteration 36Q: 3 clusters Score -3661539 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -3661567.000000 Penalty: 5111.767090
	Iteration 37Q: 3 clusters Score -3661567 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26991 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -3661578.250000 Penalty: 5111.767090
	Iteration 38Q: 3 clusters Score -3661578 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -3661606.000000 Penalty: 5111.767090
	Iteration 39Q: 3 clusters Score -3661606 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -3661622.500000 Penalty: 5111.767090
	Iteration 40F: 3 clusters Score -3661622 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -3661632.500000 Penalty: 5111.767090
	Iteration 41Q: 3 clusters Score -3661632 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -3661641.750000 Penalty: 5111.767090
	Iteration 42Q: 3 clusters Score -3661642 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -3661662.250000 Penalty: 5111.767090
	Iteration 43Q: 3 clusters Score -3661662 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -3661686.250000 Penalty: 5111.767090
	Iteration 44Q: 3 clusters Score -3661686 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -3661701.500000 Penalty: 5111.767090
	Iteration 45Q: 3 clusters Score -3661702 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -3661721.750000 Penalty: 5111.767090
	Iteration 46Q: 3 clusters Score -3661722 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -3661735.750000 Penalty: 5111.767090
	Iteration 47Q: 3 clusters Score -3661736 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -3661753.500000 Penalty: 5111.767090
	Iteration 48Q: 3 clusters Score -3661754 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -3661778.750000 Penalty: 5111.767090
	Iteration 49Q: 3 clusters Score -3661779 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -3661779.500000 Penalty: 5111.767090
	Iteration 50Q: 3 clusters Score -3661780 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27746 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -3661789.250000 Penalty: 5111.767090
	Iteration 51Q: 3 clusters Score -3661789 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -3661796.750000 Penalty: 5111.767090
	Iteration 52Q: 3 clusters Score -3661797 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27810 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -3661816.750000 Penalty: 5111.767090
	Iteration 53Q: 3 clusters Score -3661817 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -3661825.000000 Penalty: 5111.767090
	Iteration 54Q: 3 clusters Score -3661825 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -3661837.250000 Penalty: 5111.767090
	Iteration 55Q: 3 clusters Score -3661837 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -3661842.250000 Penalty: 5111.767090
	Iteration 56Q: 3 clusters Score -3661842 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27903 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -3661844.000000 Penalty: 5111.767090
	Iteration 57Q: 3 clusters Score -3661844 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -3661846.500000 Penalty: 5111.767090
	Iteration 58Q: 3 clusters Score -3661846 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -3661855.000000 Penalty: 5111.767090
	Iteration 59Q: 3 clusters Score -3661855 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27965 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -3661854.000000 Penalty: 5111.767090
	Iteration 60F: 3 clusters Score -3661854 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3661853.250000 Penalty: 5111.767090
	Iteration 61Q: 3 clusters Score -3661853 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -3661864.250000 Penalty: 5111.767090
	Iteration 62Q: 3 clusters Score -3661864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -3661876.500000 Penalty: 5111.767090
	Iteration 63Q: 3 clusters Score -3661876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -3661874.000000 Penalty: 5111.767090
	Iteration 64Q: 3 clusters Score -3661874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28045 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -3661876.000000 Penalty: 5111.767090
	Iteration 65Q: 3 clusters Score -3661876 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3661887.750000 Penalty: 5111.767090
	Iteration 66Q: 3 clusters Score -3661888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3661891.250000 Penalty: 5111.767090
	Iteration 67Q: 3 clusters Score -3661891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -3661887.500000 Penalty: 5111.767090
	Iteration 68Q: 3 clusters Score -3661888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -3661892.000000 Penalty: 5111.767090
	Iteration 69Q: 3 clusters Score -3661892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3661894.250000 Penalty: 5111.767090
	Iteration 70Q: 3 clusters Score -3661894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -3661892.750000 Penalty: 5111.767090
	Iteration 71Q: 3 clusters Score -3661893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -3661891.250000 Penalty: 5111.767090
	Iteration 72Q: 3 clusters Score -3661891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3661895.750000 Penalty: 5111.767090
	Iteration 73Q: 3 clusters Score -3661896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -3661904.750000 Penalty: 5111.767090
	Iteration 74Q: 3 clusters Score -3661905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -3661906.500000 Penalty: 5111.767090
	Iteration 75Q: 3 clusters Score -3661906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -3661906.250000 Penalty: 5111.767090
	Iteration 76Q: 3 clusters Score -3661906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3661904.250000 Penalty: 5111.767090
	Iteration 77Q: 3 clusters Score -3661904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -3661909.750000 Penalty: 5111.767090
	Iteration 78Q: 3 clusters Score -3661910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3661914.000000 Penalty: 5111.767090
	Iteration 79Q: 3 clusters Score -3661914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -3661913.250000 Penalty: 5111.767090
	Iteration 80F: 3 clusters Score -3661913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3661914.250000 Penalty: 5111.767090
	Iteration 81Q: 3 clusters Score -3661914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -3661920.000000 Penalty: 5111.767090
	Iteration 82Q: 3 clusters Score -3661920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -3661919.500000 Penalty: 5111.767090
	Iteration 83Q: 3 clusters Score -3661920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -3661917.250000 Penalty: 5111.767090
	Iteration 84Q: 3 clusters Score -3661917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -3661917.250000 Penalty: 5111.767090
	Iteration 85F: 3 clusters Score -3661917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Entering Unmasked Estep 
Score: -410695.000000 Penalty: 2022.885742
	Iteration 0F: 2 clusters Score -410695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -407137.156250 Penalty: 4045.771484
	Iteration 0F: 3 clusters Score -407137.2 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -407916.031250 Penalty: 4045.771484
	Iteration 1F: 3 clusters Score -407916 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -408140.468750 Penalty: 4045.771484
	Iteration 2F: 3 clusters Score -408140.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -408320.250000 Penalty: 4045.771484
	Iteration 3F: 3 clusters Score -408320.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -408518.718750 Penalty: 4045.771484
	Iteration 4F: 3 clusters Score -408518.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -408698.593750 Penalty: 4045.771484
	Iteration 5F: 3 clusters Score -408698.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -408868.375000 Penalty: 4045.771484
	Iteration 6F: 3 clusters Score -408868.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -408994.656250 Penalty: 4045.771484
	Iteration 7Q: 3 clusters Score -408994.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -409082.312500 Penalty: 4045.771484
	Iteration 8Q: 3 clusters Score -409082.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -409136.250000 Penalty: 4045.771484
	Iteration 9Q: 3 clusters Score -409136.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -409177.343750 Penalty: 4045.771484
	Iteration 10Q: 3 clusters Score -409177.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -409208.000000 Penalty: 4045.771484
	Iteration 11Q: 3 clusters Score -409208 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -409231.812500 Penalty: 4045.771484
	Iteration 12Q: 3 clusters Score -409231.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -409252.531250 Penalty: 4045.771484
	Iteration 13Q: 3 clusters Score -409252.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -409268.968750 Penalty: 4045.771484
	Iteration 14Q: 3 clusters Score -409269 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -409276.750000 Penalty: 4045.771484
	Iteration 15Q: 3 clusters Score -409276.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -409280.500000 Penalty: 4045.771484
	Iteration 16Q: 3 clusters Score -409280.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -409281.968750 Penalty: 4045.771484
	Iteration 17Q: 3 clusters Score -409282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -409285.156250 Penalty: 4045.771484
	Iteration 18Q: 3 clusters Score -409285.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -409285.562500 Penalty: 4045.771484
	Iteration 19Q: 3 clusters Score -409285.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -409285.562500 Penalty: 4045.771484
	Iteration 20F: 3 clusters Score -409285.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Entering Unmasked Estep 
Score: -622749.312500 Penalty: 2151.031250
	Iteration 0F: 2 clusters Score -622749.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -617695.812500 Penalty: 4302.062500
	Iteration 0F: 3 clusters Score -617695.8 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -619373.187500 Penalty: 4302.062500
	Iteration 1F: 3 clusters Score -619373.2 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -620022.312500 Penalty: 4302.062500
	Iteration 2F: 3 clusters Score -620022.3 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -620605.562500 Penalty: 4302.062500
	Iteration 3F: 3 clusters Score -620605.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -621086.125000 Penalty: 4302.062500
	Iteration 4F: 3 clusters Score -621086.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -621477.437500 Penalty: 4302.062500
	Iteration 5F: 3 clusters Score -621477.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -621745.500000 Penalty: 4302.062500
	Iteration 6Q: 3 clusters Score -621745.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -621926.750000 Penalty: 4302.062500
	Iteration 7Q: 3 clusters Score -621926.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -622080.250000 Penalty: 4302.062500
	Iteration 8Q: 3 clusters Score -622080.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -622186.312500 Penalty: 4302.062500
	Iteration 9Q: 3 clusters Score -622186.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -622262.312500 Penalty: 4302.062500
	Iteration 10Q: 3 clusters Score -622262.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -622326.000000 Penalty: 4302.062500
	Iteration 11Q: 3 clusters Score -622326 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -622389.375000 Penalty: 4302.062500
	Iteration 12Q: 3 clusters Score -622389.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -622438.562500 Penalty: 4302.062500
	Iteration 13Q: 3 clusters Score -622438.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -622494.187500 Penalty: 4302.062500
	Iteration 14Q: 3 clusters Score -622494.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -622552.375000 Penalty: 4302.062500
	Iteration 15Q: 3 clusters Score -622552.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -622599.375000 Penalty: 4302.062500
	Iteration 16Q: 3 clusters Score -622599.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -622638.125000 Penalty: 4302.062500
	Iteration 17Q: 3 clusters Score -622638.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -622668.937500 Penalty: 4302.062500
	Iteration 18Q: 3 clusters Score -622668.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -622695.125000 Penalty: 4302.062500
	Iteration 19Q: 3 clusters Score -622695.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -622725.937500 Penalty: 4302.062500
	Iteration 20F: 3 clusters Score -622725.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -622753.875000 Penalty: 4302.062500
	Iteration 21Q: 3 clusters Score -622753.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -622771.000000 Penalty: 4302.062500
	Iteration 22Q: 3 clusters Score -622771 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -622779.312500 Penalty: 4302.062500
	Iteration 23Q: 3 clusters Score -622779.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -622784.500000 Penalty: 4302.062500
	Iteration 24Q: 3 clusters Score -622784.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -622789.750000 Penalty: 4302.062500
	Iteration 25Q: 3 clusters Score -622789.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -622791.187500 Penalty: 4302.062500
	Iteration 26Q: 3 clusters Score -622791.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -622793.000000 Penalty: 4302.062500
	Iteration 27Q: 3 clusters Score -622793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -622794.187500 Penalty: 4302.062500
	Iteration 28Q: 3 clusters Score -622794.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -622798.687500 Penalty: 4302.062500
	Iteration 29Q: 3 clusters Score -622798.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -622800.375000 Penalty: 4302.062500
	Iteration 30Q: 3 clusters Score -622800.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -622803.750000 Penalty: 4302.062500
	Iteration 31Q: 3 clusters Score -622803.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -622806.250000 Penalty: 4302.062500
	Iteration 32Q: 3 clusters Score -622806.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -622813.375000 Penalty: 4302.062500
	Iteration 33Q: 3 clusters Score -622813.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -622820.500000 Penalty: 4302.062500
	Iteration 34Q: 3 clusters Score -622820.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -622825.062500 Penalty: 4302.062500
	Iteration 35Q: 3 clusters Score -622825.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -622825.062500 Penalty: 4302.062500
	Iteration 36F: 3 clusters Score -622825.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 10652 members 
Mstep: Class 3 contains 57364 members 
Mstep: Class 4 contains 9274 members 
Mstep: Class 5 contains 4111 members 
Mstep: Class 6 contains 17380 members 
Mstep: Class 7 contains 14844 members 
Mstep: Class 8 contains 126567 members 
Mstep: Class 9 contains 12339 members 
Mstep: Class 10 contains 200775 members 
Mstep: Class 11 contains 212192 members 
Mstep: Class 12 contains 12547 members 
Mstep: Class 13 contains 325791 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41681 members 
Mstep: Class 16 contains 41597 members 
Mstep: Class 17 contains 12765 members 
Mstep: Class 18 contains 16542 members 
Mstep: Class 19 contains 6553 members 
Mstep: Class 20 contains 5998 members 
Mstep: Class 21 contains 40366 members 
Mstep: Class 22 contains 28806 members 
Mstep: Class 23 contains 175797 members 
Mstep: Class 24 contains 93683 members 
Mstep: Class 25 contains 8806 members 
Mstep: Class 26 contains 228145 members 
Mstep: Class 27 contains 29911 members 
Mstep: Class 28 contains 3487 members 
Mstep: Class 29 contains 1604 members 
Mstep: Class 30 contains 104112 members 
Mstep: Class 31 contains 13545 members 
Mstep: Class 32 contains 3085 members 
Mstep: Class 33 contains 82300 members 
Mstep: Class 34 contains 8894 members 
Mstep: Class 35 contains 8711 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8406 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1191 members 
Mstep: Class 40 contains 10291 members 
Mstep: Class 41 contains 959 members 
Mstep: Class 42 contains 4242 members 
Entering Unmasked Estep 
Score: -235460848.000000 Penalty: 151070.828125
Splitting cluster 29 changes total score from -235462080.000000 to -235460848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (104112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104112 members 
Entering Unmasked Estep 
Score: -12747479.000000 Penalty: 2865.199219
	Iteration 0F: 2 clusters Score -1.274748e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52346 members 
Mstep: Class 2 contains 51766 members 
Entering Unmasked Estep 
Score: -12677792.000000 Penalty: 5730.398438
	Iteration 0F: 3 clusters Score -1.267779e+07 nChanged 49294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56338 members 
Mstep: Class 2 contains 47774 members 
Entering Unmasked Estep 
Score: -12706183.000000 Penalty: 5730.398438
	Iteration 1F: 3 clusters Score -1.270618e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59176 members 
Mstep: Class 2 contains 44936 members 
Entering Unmasked Estep 
Score: -12707845.000000 Penalty: 5730.398438
	Iteration 2Q: 3 clusters Score -1.270784e+07 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63439 members 
Mstep: Class 2 contains 40673 members 
Entering Unmasked Estep 
Score: -12710528.000000 Penalty: 5730.398438
	Iteration 3F: 3 clusters Score -1.271053e+07 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69480 members 
Mstep: Class 2 contains 34632 members 
Entering Unmasked Estep 
Score: -12714803.000000 Penalty: 5730.398438
	Iteration 4F: 3 clusters Score -1.27148e+07 nChanged 8020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76766 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -12720685.000000 Penalty: 5730.398438
	Iteration 5F: 3 clusters Score -1.272068e+07 nChanged 8233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84593 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -12727667.000000 Penalty: 5730.398438
	Iteration 6F: 3 clusters Score -1.272767e+07 nChanged 7304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91719 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -12734250.000000 Penalty: 5730.398438
	Iteration 7F: 3 clusters Score -1.273425e+07 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97174 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -12739127.000000 Penalty: 5730.398438
	Iteration 8F: 3 clusters Score -1.273913e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100609 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -12742138.000000 Penalty: 5730.398438
	Iteration 9Q: 3 clusters Score -1.274214e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102423 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -12743732.000000 Penalty: 5730.398438
	Iteration 10Q: 3 clusters Score -1.274373e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103202 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -12744440.000000 Penalty: 5730.398438
	Iteration 11Q: 3 clusters Score -1.274444e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103472 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -12744680.000000 Penalty: 5730.398438
	Iteration 12Q: 3 clusters Score -1.274468e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103584 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -12744789.000000 Penalty: 5730.398438
	Iteration 13Q: 3 clusters Score -1.274479e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103639 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -12744863.000000 Penalty: 5730.398438
	Iteration 14Q: 3 clusters Score -1.274486e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103666 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -12744903.000000 Penalty: 5730.398438
	Iteration 15Q: 3 clusters Score -1.27449e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103687 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -12744921.000000 Penalty: 5730.398438
	Iteration 16Q: 3 clusters Score -1.274492e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103686 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -12744923.000000 Penalty: 5730.398438
	Iteration 17Q: 3 clusters Score -1.274492e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103688 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -12744926.000000 Penalty: 5730.398438
	Iteration 18Q: 3 clusters Score -1.274493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103693 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -12744939.000000 Penalty: 5730.398438
	Iteration 19Q: 3 clusters Score -1.274494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103695 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -12744943.000000 Penalty: 5730.398438
	Iteration 20F: 3 clusters Score -1.274494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103697 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -12744936.000000 Penalty: 5730.398438
	Iteration 21Q: 3 clusters Score -1.274494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103701 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -12744938.000000 Penalty: 5730.398438
	Iteration 22Q: 3 clusters Score -1.274494e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103702 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -12744949.000000 Penalty: 5730.398438
	Iteration 23Q: 3 clusters Score -1.274495e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103707 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -12744960.000000 Penalty: 5730.398438
	Iteration 24Q: 3 clusters Score -1.274496e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103712 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -12744961.000000 Penalty: 5730.398438
	Iteration 25Q: 3 clusters Score -1.274496e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103714 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -12744949.000000 Penalty: 5730.398438
	Iteration 26Q: 3 clusters Score -1.274495e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103718 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -12744962.000000 Penalty: 5730.398438
	Iteration 27Q: 3 clusters Score -1.274496e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103719 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -12744963.000000 Penalty: 5730.398438
	Iteration 28Q: 3 clusters Score -1.274496e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103719 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -12744963.000000 Penalty: 5730.398438
	Iteration 29F: 3 clusters Score -1.274496e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (13545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Entering Unmasked Estep 
Score: -1536617.625000 Penalty: 2359.415771
	Iteration 0F: 2 clusters Score -1536618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1526721.250000 Penalty: 4718.831543
	Iteration 0F: 3 clusters Score -1526721 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1529949.500000 Penalty: 4718.831543
	Iteration 1F: 3 clusters Score -1529950 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1530640.250000 Penalty: 4718.831543
	Iteration 2F: 3 clusters Score -1530640 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1531401.125000 Penalty: 4718.831543
	Iteration 3F: 3 clusters Score -1531401 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1532228.875000 Penalty: 4718.831543
	Iteration 4F: 3 clusters Score -1532229 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1533274.625000 Penalty: 4718.831543
	Iteration 5F: 3 clusters Score -1533275 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1534318.250000 Penalty: 4718.831543
	Iteration 6F: 3 clusters Score -1534318 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1535088.875000 Penalty: 4718.831543
	Iteration 7F: 3 clusters Score -1535089 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1535574.500000 Penalty: 4718.831543
	Iteration 8Q: 3 clusters Score -1535574 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1535920.250000 Penalty: 4718.831543
	Iteration 9Q: 3 clusters Score -1535920 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1536174.125000 Penalty: 4718.831543
	Iteration 10Q: 3 clusters Score -1536174 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1536327.750000 Penalty: 4718.831543
	Iteration 11Q: 3 clusters Score -1536328 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1536422.125000 Penalty: 4718.831543
	Iteration 12Q: 3 clusters Score -1536422 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1536493.125000 Penalty: 4718.831543
	Iteration 13Q: 3 clusters Score -1536493 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1536525.625000 Penalty: 4718.831543
	Iteration 14Q: 3 clusters Score -1536526 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1536538.500000 Penalty: 4718.831543
	Iteration 15Q: 3 clusters Score -1536538 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1536543.250000 Penalty: 4718.831543
	Iteration 16Q: 3 clusters Score -1536543 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1536546.125000 Penalty: 4718.831543
	Iteration 17Q: 3 clusters Score -1536546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1536550.250000 Penalty: 4718.831543
	Iteration 18Q: 3 clusters Score -1536550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1536555.625000 Penalty: 4718.831543
	Iteration 19Q: 3 clusters Score -1536556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1536558.250000 Penalty: 4718.831543
	Iteration 20F: 3 clusters Score -1536558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1536556.000000 Penalty: 4718.831543
	Iteration 21Q: 3 clusters Score -1536556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1536557.875000 Penalty: 4718.831543
	Iteration 22Q: 3 clusters Score -1536558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1536556.250000 Penalty: 4718.831543
	Iteration 23Q: 3 clusters Score -1536556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1536554.500000 Penalty: 4718.831543
	Iteration 24Q: 3 clusters Score -1536554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1536554.250000 Penalty: 4718.831543
	Iteration 25Q: 3 clusters Score -1536554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1536554.500000 Penalty: 4718.831543
	Iteration 26Q: 3 clusters Score -1536554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1536554.625000 Penalty: 4718.831543
	Iteration 27Q: 3 clusters Score -1536555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1536557.125000 Penalty: 4718.831543
	Iteration 28Q: 3 clusters Score -1536557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1536556.625000 Penalty: 4718.831543
	Iteration 29Q: 3 clusters Score -1536557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1536556.625000 Penalty: 4718.831543
	Iteration 30F: 3 clusters Score -1536557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Entering Unmasked Estep 
Score: -350514.125000 Penalty: 1992.508057
	Iteration 0F: 2 clusters Score -350514.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -347197.062500 Penalty: 3985.016113
	Iteration 0F: 3 clusters Score -347197.1 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -347847.656250 Penalty: 3985.016113
	Iteration 1F: 3 clusters Score -347847.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -347987.000000 Penalty: 3985.016113
	Iteration 2F: 3 clusters Score -347987 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -348072.750000 Penalty: 3985.016113
	Iteration 3Q: 3 clusters Score -348072.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -348117.656250 Penalty: 3985.016113
	Iteration 4Q: 3 clusters Score -348117.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -348154.531250 Penalty: 3985.016113
	Iteration 5Q: 3 clusters Score -348154.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -348193.031250 Penalty: 3985.016113
	Iteration 6Q: 3 clusters Score -348193 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -348230.781250 Penalty: 3985.016113
	Iteration 7Q: 3 clusters Score -348230.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -348260.875000 Penalty: 3985.016113
	Iteration 8Q: 3 clusters Score -348260.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -348286.250000 Penalty: 3985.016113
	Iteration 9Q: 3 clusters Score -348286.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -348298.062500 Penalty: 3985.016113
	Iteration 10Q: 3 clusters Score -348298.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -348307.375000 Penalty: 3985.016113
	Iteration 11Q: 3 clusters Score -348307.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -348316.687500 Penalty: 3985.016113
	Iteration 12Q: 3 clusters Score -348316.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -348326.062500 Penalty: 3985.016113
	Iteration 13Q: 3 clusters Score -348326.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -348330.875000 Penalty: 3985.016113
	Iteration 14Q: 3 clusters Score -348330.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -348333.937500 Penalty: 3985.016113
	Iteration 15Q: 3 clusters Score -348333.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -348335.906250 Penalty: 3985.016113
	Iteration 16Q: 3 clusters Score -348335.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -348338.875000 Penalty: 3985.016113
	Iteration 17Q: 3 clusters Score -348338.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -348342.031250 Penalty: 3985.016113
	Iteration 18Q: 3 clusters Score -348342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -348344.093750 Penalty: 3985.016113
	Iteration 19Q: 3 clusters Score -348344.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -348345.781250 Penalty: 3985.016113
	Iteration 20F: 3 clusters Score -348345.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -348347.375000 Penalty: 3985.016113
	Iteration 21Q: 3 clusters Score -348347.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -348347.312500 Penalty: 3985.016113
	Iteration 22Q: 3 clusters Score -348347.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -348347.406250 Penalty: 3985.016113
	Iteration 23Q: 3 clusters Score -348347.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -348349.156250 Penalty: 3985.016113
	Iteration 24Q: 3 clusters Score -348349.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -348349.687500 Penalty: 3985.016113
	Iteration 25Q: 3 clusters Score -348349.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -348351.093750 Penalty: 3985.016113
	Iteration 26Q: 3 clusters Score -348351.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -348351.875000 Penalty: 3985.016113
	Iteration 27Q: 3 clusters Score -348351.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -348352.000000 Penalty: 3985.016113
	Iteration 28Q: 3 clusters Score -348352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -348354.718750 Penalty: 3985.016113
	Iteration 29Q: 3 clusters Score -348354.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -348355.468750 Penalty: 3985.016113
	Iteration 30Q: 3 clusters Score -348355.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -348356.187500 Penalty: 3985.016113
	Iteration 31Q: 3 clusters Score -348356.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -348356.312500 Penalty: 3985.016113
	Iteration 32Q: 3 clusters Score -348356.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -348356.718750 Penalty: 3985.016113
	Iteration 33Q: 3 clusters Score -348356.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -348357.781250 Penalty: 3985.016113
	Iteration 34Q: 3 clusters Score -348357.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -348358.250000 Penalty: 3985.016113
	Iteration 35Q: 3 clusters Score -348358.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -348358.562500 Penalty: 3985.016113
	Iteration 36Q: 3 clusters Score -348358.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -348360.250000 Penalty: 3985.016113
	Iteration 37Q: 3 clusters Score -348360.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -348360.062500 Penalty: 3985.016113
	Iteration 38Q: 3 clusters Score -348360.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -348360.062500 Penalty: 3985.016113
	Iteration 39F: 3 clusters Score -348360.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (82300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82300 members 
Entering Unmasked Estep 
Score: -10049570.000000 Penalty: 2806.895508
	Iteration 0F: 2 clusters Score -1.004957e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41208 members 
Mstep: Class 2 contains 41092 members 
Entering Unmasked Estep 
Score: -9994290.000000 Penalty: 5613.791016
	Iteration 0F: 3 clusters Score -9994290 nChanged 38676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42580 members 
Mstep: Class 2 contains 39720 members 
Entering Unmasked Estep 
Score: -10016385.000000 Penalty: 5613.791016
	Iteration 1F: 3 clusters Score -1.001638e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43768 members 
Mstep: Class 2 contains 38532 members 
Entering Unmasked Estep 
Score: -10017418.000000 Penalty: 5613.791016
	Iteration 2Q: 3 clusters Score -1.001742e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45612 members 
Mstep: Class 2 contains 36688 members 
Entering Unmasked Estep 
Score: -10018925.000000 Penalty: 5613.791016
	Iteration 3Q: 3 clusters Score -1.001892e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48359 members 
Mstep: Class 2 contains 33941 members 
Entering Unmasked Estep 
Score: -10021143.000000 Penalty: 5613.791016
	Iteration 4F: 3 clusters Score -1.002114e+07 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52126 members 
Mstep: Class 2 contains 30174 members 
Entering Unmasked Estep 
Score: -10024197.000000 Penalty: 5613.791016
	Iteration 5F: 3 clusters Score -1.00242e+07 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56673 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -10028062.000000 Penalty: 5613.791016
	Iteration 6F: 3 clusters Score -1.002806e+07 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61708 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -10032315.000000 Penalty: 5613.791016
	Iteration 7F: 3 clusters Score -1.003232e+07 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66709 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -10036531.000000 Penalty: 5613.791016
	Iteration 8F: 3 clusters Score -1.003653e+07 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71290 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -10040317.000000 Penalty: 5613.791016
	Iteration 9F: 3 clusters Score -1.004032e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74966 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -10043210.000000 Penalty: 5613.791016
	Iteration 10Q: 3 clusters Score -1.004321e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77548 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -10045189.000000 Penalty: 5613.791016
	Iteration 11Q: 3 clusters Score -1.004519e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79130 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -10046175.000000 Penalty: 5613.791016
	Iteration 12Q: 3 clusters Score -1.004618e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80055 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -10046714.000000 Penalty: 5613.791016
	Iteration 13Q: 3 clusters Score -1.004671e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80602 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -10047034.000000 Penalty: 5613.791016
	Iteration 14Q: 3 clusters Score -1.004703e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80908 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -10047230.000000 Penalty: 5613.791016
	Iteration 15Q: 3 clusters Score -1.004723e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81103 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -10047326.000000 Penalty: 5613.791016
	Iteration 16Q: 3 clusters Score -1.004733e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81226 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -10047367.000000 Penalty: 5613.791016
	Iteration 17Q: 3 clusters Score -1.004737e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81303 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -10047393.000000 Penalty: 5613.791016
	Iteration 18Q: 3 clusters Score -1.004739e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81350 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -10047446.000000 Penalty: 5613.791016
	Iteration 19Q: 3 clusters Score -1.004745e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81380 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -10047467.000000 Penalty: 5613.791016
	Iteration 20F: 3 clusters Score -1.004747e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81409 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -10047477.000000 Penalty: 5613.791016
	Iteration 21Q: 3 clusters Score -1.004748e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81421 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -10047490.000000 Penalty: 5613.791016
	Iteration 22Q: 3 clusters Score -1.004749e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81424 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -10047500.000000 Penalty: 5613.791016
	Iteration 23Q: 3 clusters Score -1.00475e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81432 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -10047499.000000 Penalty: 5613.791016
	Iteration 24Q: 3 clusters Score -1.00475e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81438 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -10047509.000000 Penalty: 5613.791016
	Iteration 25Q: 3 clusters Score -1.004751e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81443 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -10047507.000000 Penalty: 5613.791016
	Iteration 26Q: 3 clusters Score -1.004751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81446 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -10047508.000000 Penalty: 5613.791016
	Iteration 27Q: 3 clusters Score -1.004751e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81449 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -10047509.000000 Penalty: 5613.791016
	Iteration 28Q: 3 clusters Score -1.004751e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81451 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -10047516.000000 Penalty: 5613.791016
	Iteration 29Q: 3 clusters Score -1.004752e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81451 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -10047516.000000 Penalty: 5613.791016
	Iteration 30F: 3 clusters Score -1.004752e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Entering Unmasked Estep 
Score: -1035999.562500 Penalty: 2255.096680
	Iteration 0F: 2 clusters Score -1036000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1029014.875000 Penalty: 4510.193359
	Iteration 0F: 3 clusters Score -1029015 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1030999.375000 Penalty: 4510.193359
	Iteration 1F: 3 clusters Score -1030999 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1031263.812500 Penalty: 4510.193359
	Iteration 2F: 3 clusters Score -1031264 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1031464.562500 Penalty: 4510.193359
	Iteration 3F: 3 clusters Score -1031465 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1031618.562500 Penalty: 4510.193359
	Iteration 4Q: 3 clusters Score -1031619 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1031745.812500 Penalty: 4510.193359
	Iteration 5Q: 3 clusters Score -1031746 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1031851.250000 Penalty: 4510.193359
	Iteration 6Q: 3 clusters Score -1031851 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1031943.500000 Penalty: 4510.193359
	Iteration 7Q: 3 clusters Score -1031944 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1032020.125000 Penalty: 4510.193359
	Iteration 8Q: 3 clusters Score -1032020 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1032098.437500 Penalty: 4510.193359
	Iteration 9Q: 3 clusters Score -1032098 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1032176.937500 Penalty: 4510.193359
	Iteration 10Q: 3 clusters Score -1032177 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1032253.000000 Penalty: 4510.193359
	Iteration 11Q: 3 clusters Score -1032253 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1032337.750000 Penalty: 4510.193359
	Iteration 12Q: 3 clusters Score -1032338 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1032405.125000 Penalty: 4510.193359
	Iteration 13Q: 3 clusters Score -1032405 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1032474.125000 Penalty: 4510.193359
	Iteration 14Q: 3 clusters Score -1032474 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1032559.562500 Penalty: 4510.193359
	Iteration 15Q: 3 clusters Score -1032560 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1032638.812500 Penalty: 4510.193359
	Iteration 16Q: 3 clusters Score -1032639 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1032721.937500 Penalty: 4510.193359
	Iteration 17Q: 3 clusters Score -1032722 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1032799.187500 Penalty: 4510.193359
	Iteration 18Q: 3 clusters Score -1032799 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1032884.562500 Penalty: 4510.193359
	Iteration 19Q: 3 clusters Score -1032885 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1032982.125000 Penalty: 4510.193359
	Iteration 20F: 3 clusters Score -1032982 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1033083.250000 Penalty: 4510.193359
	Iteration 21Q: 3 clusters Score -1033083 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1033200.812500 Penalty: 4510.193359
	Iteration 22Q: 3 clusters Score -1033201 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1033338.812500 Penalty: 4510.193359
	Iteration 23Q: 3 clusters Score -1033339 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1033486.500000 Penalty: 4510.193359
	Iteration 24Q: 3 clusters Score -1033486 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1033626.000000 Penalty: 4510.193359
	Iteration 25Q: 3 clusters Score -1033626 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1033727.750000 Penalty: 4510.193359
	Iteration 26Q: 3 clusters Score -1033728 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1033824.437500 Penalty: 4510.193359
	Iteration 27Q: 3 clusters Score -1033824 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1033910.375000 Penalty: 4510.193359
	Iteration 28Q: 3 clusters Score -1033910 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1033970.937500 Penalty: 4510.193359
	Iteration 29Q: 3 clusters Score -1033971 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1034015.875000 Penalty: 4510.193359
	Iteration 30Q: 3 clusters Score -1034016 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1034061.312500 Penalty: 4510.193359
	Iteration 31Q: 3 clusters Score -1034061 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1034082.812500 Penalty: 4510.193359
	Iteration 32Q: 3 clusters Score -1034083 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1034096.187500 Penalty: 4510.193359
	Iteration 33Q: 3 clusters Score -1034096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1034107.062500 Penalty: 4510.193359
	Iteration 34Q: 3 clusters Score -1034107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1034111.375000 Penalty: 4510.193359
	Iteration 35Q: 3 clusters Score -1034111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1034111.312500 Penalty: 4510.193359
	Iteration 36Q: 3 clusters Score -1034111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1034114.187500 Penalty: 4510.193359
	Iteration 37Q: 3 clusters Score -1034114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1034116.187500 Penalty: 4510.193359
	Iteration 38Q: 3 clusters Score -1034116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1034118.875000 Penalty: 4510.193359
	Iteration 39F: 3 clusters Score -1034119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1034120.562500 Penalty: 4510.193359
	Iteration 40F: 3 clusters Score -1034121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1034123.625000 Penalty: 4510.193359
	Iteration 41Q: 3 clusters Score -1034124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1034125.812500 Penalty: 4510.193359
	Iteration 42Q: 3 clusters Score -1034126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1034126.875000 Penalty: 4510.193359
	Iteration 43Q: 3 clusters Score -1034127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1034126.250000 Penalty: 4510.193359
	Iteration 44Q: 3 clusters Score -1034126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1034127.187500 Penalty: 4510.193359
	Iteration 45Q: 3 clusters Score -1034127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1034127.187500 Penalty: 4510.193359
	Iteration 46F: 3 clusters Score -1034127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -995944.187500 Penalty: 2249.940918
	Iteration 0F: 2 clusters Score -995944.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -989096.000000 Penalty: 4499.881836
	Iteration 0F: 3 clusters Score -989096 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -991020.062500 Penalty: 4499.881836
	Iteration 1F: 3 clusters Score -991020.1 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -991280.500000 Penalty: 4499.881836
	Iteration 2F: 3 clusters Score -991280.5 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -991464.000000 Penalty: 4499.881836
	Iteration 3Q: 3 clusters Score -991464 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -991591.687500 Penalty: 4499.881836
	Iteration 4Q: 3 clusters Score -991591.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -991701.562500 Penalty: 4499.881836
	Iteration 5Q: 3 clusters Score -991701.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -991796.875000 Penalty: 4499.881836
	Iteration 6Q: 3 clusters Score -991796.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -991878.062500 Penalty: 4499.881836
	Iteration 7Q: 3 clusters Score -991878.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -991938.937500 Penalty: 4499.881836
	Iteration 8Q: 3 clusters Score -991938.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -991996.375000 Penalty: 4499.881836
	Iteration 9Q: 3 clusters Score -991996.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -992059.937500 Penalty: 4499.881836
	Iteration 10Q: 3 clusters Score -992059.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -992111.562500 Penalty: 4499.881836
	Iteration 11Q: 3 clusters Score -992111.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -992158.437500 Penalty: 4499.881836
	Iteration 12Q: 3 clusters Score -992158.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -992200.062500 Penalty: 4499.881836
	Iteration 13Q: 3 clusters Score -992200.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -992244.750000 Penalty: 4499.881836
	Iteration 14Q: 3 clusters Score -992244.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -992275.937500 Penalty: 4499.881836
	Iteration 15Q: 3 clusters Score -992275.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -992312.125000 Penalty: 4499.881836
	Iteration 16Q: 3 clusters Score -992312.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -992339.875000 Penalty: 4499.881836
	Iteration 17Q: 3 clusters Score -992339.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -992362.187500 Penalty: 4499.881836
	Iteration 18Q: 3 clusters Score -992362.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -992380.687500 Penalty: 4499.881836
	Iteration 19Q: 3 clusters Score -992380.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -992399.187500 Penalty: 4499.881836
	Iteration 20F: 3 clusters Score -992399.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -992419.937500 Penalty: 4499.881836
	Iteration 21Q: 3 clusters Score -992419.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -992444.687500 Penalty: 4499.881836
	Iteration 22Q: 3 clusters Score -992444.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -992474.312500 Penalty: 4499.881836
	Iteration 23Q: 3 clusters Score -992474.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -992500.812500 Penalty: 4499.881836
	Iteration 24Q: 3 clusters Score -992500.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -992532.500000 Penalty: 4499.881836
	Iteration 25Q: 3 clusters Score -992532.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -992574.437500 Penalty: 4499.881836
	Iteration 26Q: 3 clusters Score -992574.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -992632.687500 Penalty: 4499.881836
	Iteration 27Q: 3 clusters Score -992632.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -992694.375000 Penalty: 4499.881836
	Iteration 28Q: 3 clusters Score -992694.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -992755.562500 Penalty: 4499.881836
	Iteration 29Q: 3 clusters Score -992755.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -992822.250000 Penalty: 4499.881836
	Iteration 30Q: 3 clusters Score -992822.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -992889.875000 Penalty: 4499.881836
	Iteration 31Q: 3 clusters Score -992889.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -992966.375000 Penalty: 4499.881836
	Iteration 32Q: 3 clusters Score -992966.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -993032.187500 Penalty: 4499.881836
	Iteration 33Q: 3 clusters Score -993032.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -993109.875000 Penalty: 4499.881836
	Iteration 34Q: 3 clusters Score -993109.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -993185.875000 Penalty: 4499.881836
	Iteration 35Q: 3 clusters Score -993185.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -993252.625000 Penalty: 4499.881836
	Iteration 36Q: 3 clusters Score -993252.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -993303.062500 Penalty: 4499.881836
	Iteration 37Q: 3 clusters Score -993303.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -993351.500000 Penalty: 4499.881836
	Iteration 38Q: 3 clusters Score -993351.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -993395.437500 Penalty: 4499.881836
	Iteration 39Q: 3 clusters Score -993395.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -993441.125000 Penalty: 4499.881836
	Iteration 40F: 3 clusters Score -993441.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -993486.125000 Penalty: 4499.881836
	Iteration 41Q: 3 clusters Score -993486.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -993525.750000 Penalty: 4499.881836
	Iteration 42Q: 3 clusters Score -993525.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -993558.750000 Penalty: 4499.881836
	Iteration 43Q: 3 clusters Score -993558.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -993583.875000 Penalty: 4499.881836
	Iteration 44Q: 3 clusters Score -993583.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -993610.625000 Penalty: 4499.881836
	Iteration 45Q: 3 clusters Score -993610.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -993638.250000 Penalty: 4499.881836
	Iteration 46Q: 3 clusters Score -993638.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -993659.312500 Penalty: 4499.881836
	Iteration 47Q: 3 clusters Score -993659.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -993679.750000 Penalty: 4499.881836
	Iteration 48Q: 3 clusters Score -993679.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -993707.437500 Penalty: 4499.881836
	Iteration 49Q: 3 clusters Score -993707.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -993733.875000 Penalty: 4499.881836
	Iteration 50Q: 3 clusters Score -993733.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -993754.375000 Penalty: 4499.881836
	Iteration 51Q: 3 clusters Score -993754.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -993772.312500 Penalty: 4499.881836
	Iteration 52Q: 3 clusters Score -993772.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -993791.937500 Penalty: 4499.881836
	Iteration 53Q: 3 clusters Score -993791.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -993812.687500 Penalty: 4499.881836
	Iteration 54Q: 3 clusters Score -993812.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -993833.875000 Penalty: 4499.881836
	Iteration 55Q: 3 clusters Score -993833.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -993850.125000 Penalty: 4499.881836
	Iteration 56Q: 3 clusters Score -993850.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -993861.062500 Penalty: 4499.881836
	Iteration 57Q: 3 clusters Score -993861.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -993870.312500 Penalty: 4499.881836
	Iteration 58Q: 3 clusters Score -993870.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -993879.562500 Penalty: 4499.881836
	Iteration 59Q: 3 clusters Score -993879.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -993887.375000 Penalty: 4499.881836
	Iteration 60F: 3 clusters Score -993887.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -993894.500000 Penalty: 4499.881836
	Iteration 61Q: 3 clusters Score -993894.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -993908.187500 Penalty: 4499.881836
	Iteration 62Q: 3 clusters Score -993908.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -993917.875000 Penalty: 4499.881836
	Iteration 63Q: 3 clusters Score -993917.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -993929.125000 Penalty: 4499.881836
	Iteration 64Q: 3 clusters Score -993929.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -993940.125000 Penalty: 4499.881836
	Iteration 65Q: 3 clusters Score -993940.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -993947.937500 Penalty: 4499.881836
	Iteration 66Q: 3 clusters Score -993947.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -993956.875000 Penalty: 4499.881836
	Iteration 67Q: 3 clusters Score -993956.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -993970.312500 Penalty: 4499.881836
	Iteration 68Q: 3 clusters Score -993970.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -993977.812500 Penalty: 4499.881836
	Iteration 69Q: 3 clusters Score -993977.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -993985.125000 Penalty: 4499.881836
	Iteration 70Q: 3 clusters Score -993985.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -993993.937500 Penalty: 4499.881836
	Iteration 71Q: 3 clusters Score -993993.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -994001.250000 Penalty: 4499.881836
	Iteration 72Q: 3 clusters Score -994001.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -994007.375000 Penalty: 4499.881836
	Iteration 73Q: 3 clusters Score -994007.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -994013.937500 Penalty: 4499.881836
	Iteration 74Q: 3 clusters Score -994013.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -994018.437500 Penalty: 4499.881836
	Iteration 75Q: 3 clusters Score -994018.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -994021.625000 Penalty: 4499.881836
	Iteration 76Q: 3 clusters Score -994021.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -994023.437500 Penalty: 4499.881836
	Iteration 77Q: 3 clusters Score -994023.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -994026.812500 Penalty: 4499.881836
	Iteration 78Q: 3 clusters Score -994026.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -994031.000000 Penalty: 4499.881836
	Iteration 79Q: 3 clusters Score -994031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -994033.937500 Penalty: 4499.881836
	Iteration 80F: 3 clusters Score -994033.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -994034.562500 Penalty: 4499.881836
	Iteration 81Q: 3 clusters Score -994034.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -994034.562500 Penalty: 4499.881836
	Iteration 82F: 3 clusters Score -994034.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -44368.230469 Penalty: 1505.542969
	Iteration 0F: 2 clusters Score -44368.23 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 208 members 
Entering Unmasked Estep 
Score: -42925.257812 Penalty: 3011.085938
	Iteration 0F: 3 clusters Score -42925.26 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -43113.226562 Penalty: 3011.085938
	Iteration 1F: 3 clusters Score -43113.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43183.550781 Penalty: 3011.085938
	Iteration 2F: 3 clusters Score -43183.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -43224.406250 Penalty: 3011.085938
	Iteration 3Q: 3 clusters Score -43224.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43258.863281 Penalty: 3011.085938
	Iteration 4Q: 3 clusters Score -43258.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43298.660156 Penalty: 3011.085938
	Iteration 5Q: 3 clusters Score -43298.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -43336.054688 Penalty: 3011.085938
	Iteration 6Q: 3 clusters Score -43336.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -43353.835938 Penalty: 3011.085938
	Iteration 7Q: 3 clusters Score -43353.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -43353.835938 Penalty: 3011.085938
	Iteration 8F: 3 clusters Score -43353.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Entering Unmasked Estep 
Score: -994560.812500 Penalty: 2241.101807
	Iteration 0F: 2 clusters Score -994560.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -987872.312500 Penalty: 4482.203613
	Iteration 0F: 3 clusters Score -987872.3 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -989837.125000 Penalty: 4482.203613
	Iteration 1F: 3 clusters Score -989837.1 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -990135.812500 Penalty: 4482.203613
	Iteration 2F: 3 clusters Score -990135.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -990310.250000 Penalty: 4482.203613
	Iteration 3F: 3 clusters Score -990310.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -990435.500000 Penalty: 4482.203613
	Iteration 4Q: 3 clusters Score -990435.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -990539.375000 Penalty: 4482.203613
	Iteration 5Q: 3 clusters Score -990539.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -990632.312500 Penalty: 4482.203613
	Iteration 6Q: 3 clusters Score -990632.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -990733.062500 Penalty: 4482.203613
	Iteration 7Q: 3 clusters Score -990733.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -990843.562500 Penalty: 4482.203613
	Iteration 8Q: 3 clusters Score -990843.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -990990.875000 Penalty: 4482.203613
	Iteration 9Q: 3 clusters Score -990990.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -991167.875000 Penalty: 4482.203613
	Iteration 10Q: 3 clusters Score -991167.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -991355.437500 Penalty: 4482.203613
	Iteration 11Q: 3 clusters Score -991355.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -991524.187500 Penalty: 4482.203613
	Iteration 12Q: 3 clusters Score -991524.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -991712.187500 Penalty: 4482.203613
	Iteration 13Q: 3 clusters Score -991712.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -991885.125000 Penalty: 4482.203613
	Iteration 14Q: 3 clusters Score -991885.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -992048.187500 Penalty: 4482.203613
	Iteration 15Q: 3 clusters Score -992048.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -992190.312500 Penalty: 4482.203613
	Iteration 16Q: 3 clusters Score -992190.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -992317.687500 Penalty: 4482.203613
	Iteration 17Q: 3 clusters Score -992317.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -992410.750000 Penalty: 4482.203613
	Iteration 18Q: 3 clusters Score -992410.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -992493.250000 Penalty: 4482.203613
	Iteration 19Q: 3 clusters Score -992493.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -992541.000000 Penalty: 4482.203613
	Iteration 20F: 3 clusters Score -992541 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -992580.812500 Penalty: 4482.203613
	Iteration 21Q: 3 clusters Score -992580.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -992611.812500 Penalty: 4482.203613
	Iteration 22Q: 3 clusters Score -992611.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -992648.562500 Penalty: 4482.203613
	Iteration 23Q: 3 clusters Score -992648.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -992670.687500 Penalty: 4482.203613
	Iteration 24Q: 3 clusters Score -992670.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -992683.125000 Penalty: 4482.203613
	Iteration 25Q: 3 clusters Score -992683.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -992696.562500 Penalty: 4482.203613
	Iteration 26Q: 3 clusters Score -992696.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -992700.937500 Penalty: 4482.203613
	Iteration 27Q: 3 clusters Score -992700.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -992703.687500 Penalty: 4482.203613
	Iteration 28Q: 3 clusters Score -992703.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -992704.000000 Penalty: 4482.203613
	Iteration 29Q: 3 clusters Score -992704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -992704.000000 Penalty: 4482.203613
	Iteration 30F: 3 clusters Score -992704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Entering Unmasked Estep 
Score: -82830.359375 Penalty: 1660.251343
	Iteration 0F: 2 clusters Score -82830.36 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 413 members 
Entering Unmasked Estep 
Score: -81056.445312 Penalty: 3320.502686
	Iteration 0F: 3 clusters Score -81056.45 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -81773.664062 Penalty: 3320.502686
	Iteration 1F: 3 clusters Score -81773.66 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -82387.421875 Penalty: 3320.502686
	Iteration 2F: 3 clusters Score -82387.42 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -82911.835938 Penalty: 3320.502686
	Iteration 3F: 3 clusters Score -82911.84 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -83134.546875 Penalty: 3320.502686
	Iteration 4F: 3 clusters Score -83134.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -83227.570312 Penalty: 3320.502686
	Iteration 5Q: 3 clusters Score -83227.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -83278.742188 Penalty: 3320.502686
	Iteration 6Q: 3 clusters Score -83278.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -83315.421875 Penalty: 3320.502686
	Iteration 7Q: 3 clusters Score -83315.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -83345.757812 Penalty: 3320.502686
	Iteration 8Q: 3 clusters Score -83345.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -83370.835938 Penalty: 3320.502686
	Iteration 9Q: 3 clusters Score -83370.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -83390.328125 Penalty: 3320.502686
	Iteration 10Q: 3 clusters Score -83390.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -83422.851562 Penalty: 3320.502686
	Iteration 11Q: 3 clusters Score -83422.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -83427.906250 Penalty: 3320.502686
	Iteration 12Q: 3 clusters Score -83427.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -83427.906250 Penalty: 3320.502686
	Iteration 13F: 3 clusters Score -83427.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 10652 members 
Mstep: Class 3 contains 57364 members 
Mstep: Class 4 contains 9274 members 
Mstep: Class 5 contains 4111 members 
Mstep: Class 6 contains 17380 members 
Mstep: Class 7 contains 14844 members 
Mstep: Class 8 contains 126567 members 
Mstep: Class 9 contains 12339 members 
Mstep: Class 10 contains 200775 members 
Mstep: Class 11 contains 212192 members 
Mstep: Class 12 contains 12547 members 
Mstep: Class 13 contains 325791 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41681 members 
Mstep: Class 16 contains 41597 members 
Mstep: Class 17 contains 12765 members 
Mstep: Class 18 contains 16542 members 
Mstep: Class 19 contains 6553 members 
Mstep: Class 20 contains 5998 members 
Mstep: Class 21 contains 40366 members 
Mstep: Class 22 contains 28806 members 
Mstep: Class 23 contains 175797 members 
Mstep: Class 24 contains 93683 members 
Mstep: Class 25 contains 8806 members 
Mstep: Class 26 contains 228145 members 
Mstep: Class 27 contains 29911 members 
Mstep: Class 28 contains 3487 members 
Mstep: Class 29 contains 5846 members 
Mstep: Class 30 contains 104112 members 
Mstep: Class 31 contains 13545 members 
Mstep: Class 32 contains 3085 members 
Mstep: Class 33 contains 82300 members 
Mstep: Class 34 contains 8894 members 
Mstep: Class 35 contains 8711 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8406 members 
Mstep: Class 38 contains 163 members 
Mstep: Class 39 contains 1191 members 
Mstep: Class 40 contains 10291 members 
Mstep: Class 41 contains 959 members 
Mstep: Class 42 contains 645 members 
Entering Unmasked Estep 
Score: -235460464.000000 Penalty: 151070.828125
Splitting cluster 38 changes total score from -235462080.000000 to -235460464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (1191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Entering Unmasked Estep 
Score: -128155.796875 Penalty: 1756.472046
	Iteration 0F: 2 clusters Score -128155.8 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 570 members 
Entering Unmasked Estep 
Score: -126109.125000 Penalty: 3512.944092
	Iteration 0F: 3 clusters Score -126109.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -126487.585938 Penalty: 3512.944092
	Iteration 1F: 3 clusters Score -126487.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -126617.476562 Penalty: 3512.944092
	Iteration 2F: 3 clusters Score -126617.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -126726.578125 Penalty: 3512.944092
	Iteration 3Q: 3 clusters Score -126726.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -126848.335938 Penalty: 3512.944092
	Iteration 4Q: 3 clusters Score -126848.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -127004.468750 Penalty: 3512.944092
	Iteration 5Q: 3 clusters Score -127004.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -127207.203125 Penalty: 3512.944092
	Iteration 6F: 3 clusters Score -127207.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -127410.882812 Penalty: 3512.944092
	Iteration 7F: 3 clusters Score -127410.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -127555.000000 Penalty: 3512.944092
	Iteration 8Q: 3 clusters Score -127555 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -127681.515625 Penalty: 3512.944092
	Iteration 9Q: 3 clusters Score -127681.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -127754.046875 Penalty: 3512.944092
	Iteration 10Q: 3 clusters Score -127754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -127790.718750 Penalty: 3512.944092
	Iteration 11Q: 3 clusters Score -127790.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -127818.351562 Penalty: 3512.944092
	Iteration 12Q: 3 clusters Score -127818.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -127833.218750 Penalty: 3512.944092
	Iteration 13Q: 3 clusters Score -127833.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -127847.617188 Penalty: 3512.944092
	Iteration 14Q: 3 clusters Score -127847.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -127856.367188 Penalty: 3512.944092
	Iteration 15Q: 3 clusters Score -127856.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -127867.234375 Penalty: 3512.944092
	Iteration 16Q: 3 clusters Score -127867.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -127887.914062 Penalty: 3512.944092
	Iteration 17Q: 3 clusters Score -127887.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -127922.640625 Penalty: 3512.944092
	Iteration 18Q: 3 clusters Score -127922.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -127979.335938 Penalty: 3512.944092
	Iteration 19Q: 3 clusters Score -127979.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -128069.257812 Penalty: 3512.944092
	Iteration 20F: 3 clusters Score -128069.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -128149.062500 Penalty: 3512.944092
	Iteration 21Q: 3 clusters Score -128149.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -128245.992188 Penalty: 3512.944092
	Iteration 22Q: 3 clusters Score -128246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -128306.320312 Penalty: 3512.944092
	Iteration 23Q: 3 clusters Score -128306.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -128334.953125 Penalty: 3512.944092
	Iteration 24Q: 3 clusters Score -128335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -128343.273438 Penalty: 3512.944092
	Iteration 25Q: 3 clusters Score -128343.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -128343.273438 Penalty: 3512.944092
	Iteration 26F: 3 clusters Score -128343.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 10652 members 
Mstep: Class 3 contains 57364 members 
Mstep: Class 4 contains 9274 members 
Mstep: Class 5 contains 4111 members 
Mstep: Class 6 contains 17380 members 
Mstep: Class 7 contains 14844 members 
Mstep: Class 8 contains 126567 members 
Mstep: Class 9 contains 12339 members 
Mstep: Class 10 contains 200775 members 
Mstep: Class 11 contains 212192 members 
Mstep: Class 12 contains 12547 members 
Mstep: Class 13 contains 325791 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41681 members 
Mstep: Class 16 contains 41597 members 
Mstep: Class 17 contains 12765 members 
Mstep: Class 18 contains 16542 members 
Mstep: Class 19 contains 6553 members 
Mstep: Class 20 contains 5998 members 
Mstep: Class 21 contains 40366 members 
Mstep: Class 22 contains 28806 members 
Mstep: Class 23 contains 175797 members 
Mstep: Class 24 contains 93683 members 
Mstep: Class 25 contains 8806 members 
Mstep: Class 26 contains 228145 members 
Mstep: Class 27 contains 29911 members 
Mstep: Class 28 contains 3487 members 
Mstep: Class 29 contains 5846 members 
Mstep: Class 30 contains 104112 members 
Mstep: Class 31 contains 13545 members 
Mstep: Class 32 contains 3085 members 
Mstep: Class 33 contains 82300 members 
Mstep: Class 34 contains 8894 members 
Mstep: Class 35 contains 8711 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8406 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 708 members 
Mstep: Class 40 contains 10291 members 
Mstep: Class 41 contains 959 members 
Mstep: Class 42 contains 483 members 
Entering Unmasked Estep 
Score: -235460912.000000 Penalty: 151070.828125
Splitting cluster 39 changes total score from -235462080.000000 to -235460912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (10291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Entering Unmasked Estep 
Score: -1247458.750000 Penalty: 2291.278320
	Iteration 0F: 2 clusters Score -1247459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1239658.875000 Penalty: 4582.556641
	Iteration 0F: 3 clusters Score -1239659 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1241889.875000 Penalty: 4582.556641
	Iteration 1F: 3 clusters Score -1241890 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1242192.625000 Penalty: 4582.556641
	Iteration 2F: 3 clusters Score -1242193 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1242418.500000 Penalty: 4582.556641
	Iteration 3Q: 3 clusters Score -1242418 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1242608.375000 Penalty: 4582.556641
	Iteration 4Q: 3 clusters Score -1242608 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1242778.250000 Penalty: 4582.556641
	Iteration 5Q: 3 clusters Score -1242778 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1242930.750000 Penalty: 4582.556641
	Iteration 6Q: 3 clusters Score -1242931 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1243082.000000 Penalty: 4582.556641
	Iteration 7Q: 3 clusters Score -1243082 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1243227.750000 Penalty: 4582.556641
	Iteration 8Q: 3 clusters Score -1243228 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1243403.000000 Penalty: 4582.556641
	Iteration 9Q: 3 clusters Score -1243403 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1243609.500000 Penalty: 4582.556641
	Iteration 10Q: 3 clusters Score -1243610 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1243846.875000 Penalty: 4582.556641
	Iteration 11Q: 3 clusters Score -1243847 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1244077.875000 Penalty: 4582.556641
	Iteration 12Q: 3 clusters Score -1244078 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1244292.625000 Penalty: 4582.556641
	Iteration 13Q: 3 clusters Score -1244293 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1244508.875000 Penalty: 4582.556641
	Iteration 14Q: 3 clusters Score -1244509 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1244726.125000 Penalty: 4582.556641
	Iteration 15Q: 3 clusters Score -1244726 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1244923.375000 Penalty: 4582.556641
	Iteration 16Q: 3 clusters Score -1244923 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1245071.875000 Penalty: 4582.556641
	Iteration 17Q: 3 clusters Score -1245072 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1245179.750000 Penalty: 4582.556641
	Iteration 18Q: 3 clusters Score -1245180 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1245258.375000 Penalty: 4582.556641
	Iteration 19Q: 3 clusters Score -1245258 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1245310.625000 Penalty: 4582.556641
	Iteration 20F: 3 clusters Score -1245311 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1245364.875000 Penalty: 4582.556641
	Iteration 21Q: 3 clusters Score -1245365 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1245409.875000 Penalty: 4582.556641
	Iteration 22Q: 3 clusters Score -1245410 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1245440.375000 Penalty: 4582.556641
	Iteration 23Q: 3 clusters Score -1245440 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1245469.875000 Penalty: 4582.556641
	Iteration 24Q: 3 clusters Score -1245470 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1245493.000000 Penalty: 4582.556641
	Iteration 25Q: 3 clusters Score -1245493 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1245515.250000 Penalty: 4582.556641
	Iteration 26Q: 3 clusters Score -1245515 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1245530.750000 Penalty: 4582.556641
	Iteration 27Q: 3 clusters Score -1245531 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1245540.750000 Penalty: 4582.556641
	Iteration 28Q: 3 clusters Score -1245541 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1245551.250000 Penalty: 4582.556641
	Iteration 29Q: 3 clusters Score -1245551 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1245563.875000 Penalty: 4582.556641
	Iteration 30Q: 3 clusters Score -1245564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1245575.375000 Penalty: 4582.556641
	Iteration 31Q: 3 clusters Score -1245575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1245582.375000 Penalty: 4582.556641
	Iteration 32Q: 3 clusters Score -1245582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1245584.625000 Penalty: 4582.556641
	Iteration 33Q: 3 clusters Score -1245585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1245589.750000 Penalty: 4582.556641
	Iteration 34Q: 3 clusters Score -1245590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1245592.625000 Penalty: 4582.556641
	Iteration 35Q: 3 clusters Score -1245593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1245594.000000 Penalty: 4582.556641
	Iteration 36Q: 3 clusters Score -1245594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1245597.250000 Penalty: 4582.556641
	Iteration 37Q: 3 clusters Score -1245597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1245599.250000 Penalty: 4582.556641
	Iteration 38Q: 3 clusters Score -1245599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1245603.875000 Penalty: 4582.556641
	Iteration 39Q: 3 clusters Score -1245604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1245604.375000 Penalty: 4582.556641
	Iteration 40F: 3 clusters Score -1245604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1245609.125000 Penalty: 4582.556641
	Iteration 41Q: 3 clusters Score -1245609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1245614.000000 Penalty: 4582.556641
	Iteration 42Q: 3 clusters Score -1245614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1245617.750000 Penalty: 4582.556641
	Iteration 43Q: 3 clusters Score -1245618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1245619.125000 Penalty: 4582.556641
	Iteration 44Q: 3 clusters Score -1245619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1245620.250000 Penalty: 4582.556641
	Iteration 45Q: 3 clusters Score -1245620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1245622.750000 Penalty: 4582.556641
	Iteration 46Q: 3 clusters Score -1245623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1245625.750000 Penalty: 4582.556641
	Iteration 47Q: 3 clusters Score -1245626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1245628.750000 Penalty: 4582.556641
	Iteration 48Q: 3 clusters Score -1245629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1245632.625000 Penalty: 4582.556641
	Iteration 49Q: 3 clusters Score -1245633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1245637.250000 Penalty: 4582.556641
	Iteration 50Q: 3 clusters Score -1245637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1245640.125000 Penalty: 4582.556641
	Iteration 51Q: 3 clusters Score -1245640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1245642.750000 Penalty: 4582.556641
	Iteration 52Q: 3 clusters Score -1245643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1245645.250000 Penalty: 4582.556641
	Iteration 53Q: 3 clusters Score -1245645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1245648.625000 Penalty: 4582.556641
	Iteration 54Q: 3 clusters Score -1245649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1245652.250000 Penalty: 4582.556641
	Iteration 55Q: 3 clusters Score -1245652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1245656.625000 Penalty: 4582.556641
	Iteration 56Q: 3 clusters Score -1245657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1245659.500000 Penalty: 4582.556641
	Iteration 57Q: 3 clusters Score -1245660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1245659.500000 Penalty: 4582.556641
	Iteration 58F: 3 clusters Score -1245660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Entering Unmasked Estep 
Score: -95618.601562 Penalty: 1702.740967
	Iteration 0F: 2 clusters Score -95618.6 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 476 members 
Entering Unmasked Estep 
Score: -93776.320312 Penalty: 3405.481934
	Iteration 0F: 3 clusters Score -93776.32 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -94083.296875 Penalty: 3405.481934
	Iteration 1F: 3 clusters Score -94083.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -94159.796875 Penalty: 3405.481934
	Iteration 2F: 3 clusters Score -94159.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -94236.523438 Penalty: 3405.481934
	Iteration 3Q: 3 clusters Score -94236.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -94282.226562 Penalty: 3405.481934
	Iteration 4Q: 3 clusters Score -94282.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -94306.914062 Penalty: 3405.481934
	Iteration 5Q: 3 clusters Score -94306.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -94328.875000 Penalty: 3405.481934
	Iteration 6Q: 3 clusters Score -94328.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -94353.351562 Penalty: 3405.481934
	Iteration 7Q: 3 clusters Score -94353.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -94366.937500 Penalty: 3405.481934
	Iteration 8Q: 3 clusters Score -94366.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -94374.312500 Penalty: 3405.481934
	Iteration 9Q: 3 clusters Score -94374.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -94377.531250 Penalty: 3405.481934
	Iteration 10Q: 3 clusters Score -94377.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -94378.046875 Penalty: 3405.481934
	Iteration 11Q: 3 clusters Score -94378.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -94378.046875 Penalty: 3405.481934
	Iteration 12F: 3 clusters Score -94378.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 10652 members 
Mstep: Class 3 contains 57364 members 
Mstep: Class 4 contains 9274 members 
Mstep: Class 5 contains 4111 members 
Mstep: Class 6 contains 17380 members 
Mstep: Class 7 contains 14844 members 
Mstep: Class 8 contains 126567 members 
Mstep: Class 9 contains 12339 members 
Mstep: Class 10 contains 200775 members 
Mstep: Class 11 contains 212192 members 
Mstep: Class 12 contains 12547 members 
Mstep: Class 13 contains 325791 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41681 members 
Mstep: Class 16 contains 41597 members 
Mstep: Class 17 contains 12765 members 
Mstep: Class 18 contains 16542 members 
Mstep: Class 19 contains 6553 members 
Mstep: Class 20 contains 5998 members 
Mstep: Class 21 contains 40366 members 
Mstep: Class 22 contains 28806 members 
Mstep: Class 23 contains 175797 members 
Mstep: Class 24 contains 93683 members 
Mstep: Class 25 contains 8806 members 
Mstep: Class 26 contains 228145 members 
Mstep: Class 27 contains 29911 members 
Mstep: Class 28 contains 3487 members 
Mstep: Class 29 contains 5846 members 
Mstep: Class 30 contains 104112 members 
Mstep: Class 31 contains 13545 members 
Mstep: Class 32 contains 3085 members 
Mstep: Class 33 contains 82300 members 
Mstep: Class 34 contains 8894 members 
Mstep: Class 35 contains 8711 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8406 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1191 members 
Mstep: Class 40 contains 10291 members 
Mstep: Class 41 contains 959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462208.000000 Penalty: 147473.906250
Iteration 279Q: 42 clusters Score -2.354622e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 10643 members 
Mstep: Class 3 contains 57364 members 
Mstep: Class 4 contains 9274 members 
Mstep: Class 5 contains 4111 members 
Mstep: Class 6 contains 17379 members 
Mstep: Class 7 contains 14850 members 
Mstep: Class 8 contains 126561 members 
Mstep: Class 9 contains 12340 members 
Mstep: Class 10 contains 200770 members 
Mstep: Class 11 contains 212183 members 
Mstep: Class 12 contains 12547 members 
Mstep: Class 13 contains 325792 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41682 members 
Mstep: Class 16 contains 41585 members 
Mstep: Class 17 contains 12727 members 
Mstep: Class 18 contains 16546 members 
Mstep: Class 19 contains 6553 members 
Mstep: Class 20 contains 6002 members 
Mstep: Class 21 contains 40356 members 
Mstep: Class 22 contains 28804 members 
Mstep: Class 23 contains 175797 members 
Mstep: Class 24 contains 93697 members 
Mstep: Class 25 contains 8805 members 
Mstep: Class 26 contains 228145 members 
Mstep: Class 27 contains 29913 members 
Mstep: Class 28 contains 3488 members 
Mstep: Class 29 contains 5856 members 
Mstep: Class 30 contains 104113 members 
Mstep: Class 31 contains 13589 members 
Mstep: Class 32 contains 3084 members 
Mstep: Class 33 contains 82293 members 
Mstep: Class 34 contains 8894 members 
Mstep: Class 35 contains 8714 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8411 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1191 members 
Mstep: Class 40 contains 10294 members 
Mstep: Class 41 contains 962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462400.000000 Penalty: 147473.906250
Iteration 280F: 42 clusters Score -2.354624e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 10631 members 
Mstep: Class 3 contains 57361 members 
Mstep: Class 4 contains 9274 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 17381 members 
Mstep: Class 7 contains 14852 members 
Mstep: Class 8 contains 126559 members 
Mstep: Class 9 contains 12338 members 
Mstep: Class 10 contains 200755 members 
Mstep: Class 11 contains 212173 members 
Mstep: Class 12 contains 12548 members 
Mstep: Class 13 contains 325794 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41683 members 
Mstep: Class 16 contains 41580 members 
Mstep: Class 17 contains 12669 members 
Mstep: Class 18 contains 16548 members 
Mstep: Class 19 contains 6553 members 
Mstep: Class 20 contains 6010 members 
Mstep: Class 21 contains 40342 members 
Mstep: Class 22 contains 28803 members 
Mstep: Class 23 contains 175790 members 
Mstep: Class 24 contains 93715 members 
Mstep: Class 25 contains 8804 members 
Mstep: Class 26 contains 228144 members 
Mstep: Class 27 contains 29916 members 
Mstep: Class 28 contains 3489 members 
Mstep: Class 29 contains 5868 members 
Mstep: Class 30 contains 104107 members 
Mstep: Class 31 contains 13660 members 
Mstep: Class 32 contains 3084 members 
Mstep: Class 33 contains 82288 members 
Mstep: Class 34 contains 8896 members 
Mstep: Class 35 contains 8718 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8419 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1191 members 
Mstep: Class 40 contains 10296 members 
Mstep: Class 41 contains 966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462688.000000 Penalty: 147473.906250
Iteration 281Q: 42 clusters Score -2.354627e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 10616 members 
Mstep: Class 3 contains 57360 members 
Mstep: Class 4 contains 9274 members 
Mstep: Class 5 contains 4113 members 
Mstep: Class 6 contains 17386 members 
Mstep: Class 7 contains 14855 members 
Mstep: Class 8 contains 126559 members 
Mstep: Class 9 contains 12337 members 
Mstep: Class 10 contains 200753 members 
Mstep: Class 11 contains 212161 members 
Mstep: Class 12 contains 12549 members 
Mstep: Class 13 contains 325804 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41687 members 
Mstep: Class 16 contains 41572 members 
Mstep: Class 17 contains 12621 members 
Mstep: Class 18 contains 16549 members 
Mstep: Class 19 contains 6550 members 
Mstep: Class 20 contains 6014 members 
Mstep: Class 21 contains 40343 members 
Mstep: Class 22 contains 28799 members 
Mstep: Class 23 contains 175785 members 
Mstep: Class 24 contains 93735 members 
Mstep: Class 25 contains 8803 members 
Mstep: Class 26 contains 228137 members 
Mstep: Class 27 contains 29915 members 
Mstep: Class 28 contains 3486 members 
Mstep: Class 29 contains 5873 members 
Mstep: Class 30 contains 104101 members 
Mstep: Class 31 contains 13707 members 
Mstep: Class 32 contains 3086 members 
Mstep: Class 33 contains 82287 members 
Mstep: Class 34 contains 8897 members 
Mstep: Class 35 contains 8720 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8420 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1191 members 
Mstep: Class 40 contains 10302 members 
Mstep: Class 41 contains 971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462464.000000 Penalty: 147473.906250
Iteration 282Q: 42 clusters Score -2.354625e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 10609 members 
Mstep: Class 3 contains 57359 members 
Mstep: Class 4 contains 9273 members 
Mstep: Class 5 contains 4117 members 
Mstep: Class 6 contains 17390 members 
Mstep: Class 7 contains 14856 members 
Mstep: Class 8 contains 126557 members 
Mstep: Class 9 contains 12336 members 
Mstep: Class 10 contains 200737 members 
Mstep: Class 11 contains 212141 members 
Mstep: Class 12 contains 12553 members 
Mstep: Class 13 contains 325813 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41693 members 
Mstep: Class 16 contains 41570 members 
Mstep: Class 17 contains 12563 members 
Mstep: Class 18 contains 16549 members 
Mstep: Class 19 contains 6550 members 
Mstep: Class 20 contains 6014 members 
Mstep: Class 21 contains 40345 members 
Mstep: Class 22 contains 28795 members 
Mstep: Class 23 contains 175797 members 
Mstep: Class 24 contains 93753 members 
Mstep: Class 25 contains 8808 members 
Mstep: Class 26 contains 228133 members 
Mstep: Class 27 contains 29909 members 
Mstep: Class 28 contains 3482 members 
Mstep: Class 29 contains 5873 members 
Mstep: Class 30 contains 104101 members 
Mstep: Class 31 contains 13757 members 
Mstep: Class 32 contains 3090 members 
Mstep: Class 33 contains 82286 members 
Mstep: Class 34 contains 8897 members 
Mstep: Class 35 contains 8718 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8421 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1191 members 
Mstep: Class 40 contains 10310 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462176.000000 Penalty: 147473.906250
Iteration 283Q: 42 clusters Score -2.354622e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 10603 members 
Mstep: Class 3 contains 57358 members 
Mstep: Class 4 contains 9273 members 
Mstep: Class 5 contains 4118 members 
Mstep: Class 6 contains 17389 members 
Mstep: Class 7 contains 14865 members 
Mstep: Class 8 contains 126559 members 
Mstep: Class 9 contains 12336 members 
Mstep: Class 10 contains 200732 members 
Mstep: Class 11 contains 212133 members 
Mstep: Class 12 contains 12554 members 
Mstep: Class 13 contains 325825 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41695 members 
Mstep: Class 16 contains 41568 members 
Mstep: Class 17 contains 12523 members 
Mstep: Class 18 contains 16547 members 
Mstep: Class 19 contains 6545 members 
Mstep: Class 20 contains 6014 members 
Mstep: Class 21 contains 40336 members 
Mstep: Class 22 contains 28795 members 
Mstep: Class 23 contains 175800 members 
Mstep: Class 24 contains 93758 members 
Mstep: Class 25 contains 8810 members 
Mstep: Class 26 contains 228137 members 
Mstep: Class 27 contains 29907 members 
Mstep: Class 28 contains 3480 members 
Mstep: Class 29 contains 5877 members 
Mstep: Class 30 contains 104097 members 
Mstep: Class 31 contains 13803 members 
Mstep: Class 32 contains 3090 members 
Mstep: Class 33 contains 82279 members 
Mstep: Class 34 contains 8898 members 
Mstep: Class 35 contains 8717 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8425 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1191 members 
Mstep: Class 40 contains 10310 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462288.000000 Penalty: 147473.906250
Iteration 284Q: 42 clusters Score -2.354623e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 10597 members 
Mstep: Class 3 contains 57359 members 
Mstep: Class 4 contains 9273 members 
Mstep: Class 5 contains 4119 members 
Mstep: Class 6 contains 17390 members 
Mstep: Class 7 contains 14869 members 
Mstep: Class 8 contains 126559 members 
Mstep: Class 9 contains 12339 members 
Mstep: Class 10 contains 200731 members 
Mstep: Class 11 contains 212120 members 
Mstep: Class 12 contains 12560 members 
Mstep: Class 13 contains 325836 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41699 members 
Mstep: Class 16 contains 41559 members 
Mstep: Class 17 contains 12490 members 
Mstep: Class 18 contains 16547 members 
Mstep: Class 19 contains 6538 members 
Mstep: Class 20 contains 6015 members 
Mstep: Class 21 contains 40323 members 
Mstep: Class 22 contains 28791 members 
Mstep: Class 23 contains 175809 members 
Mstep: Class 24 contains 93764 members 
Mstep: Class 25 contains 8808 members 
Mstep: Class 26 contains 228131 members 
Mstep: Class 27 contains 29907 members 
Mstep: Class 28 contains 3476 members 
Mstep: Class 29 contains 5884 members 
Mstep: Class 30 contains 104092 members 
Mstep: Class 31 contains 13854 members 
Mstep: Class 32 contains 3092 members 
Mstep: Class 33 contains 82273 members 
Mstep: Class 34 contains 8894 members 
Mstep: Class 35 contains 8721 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8429 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1191 members 
Mstep: Class 40 contains 10308 members 
Mstep: Class 41 contains 975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462224.000000 Penalty: 147473.906250
Iteration 285Q: 42 clusters Score -2.354622e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 10587 members 
Mstep: Class 3 contains 57357 members 
Mstep: Class 4 contains 9272 members 
Mstep: Class 5 contains 4122 members 
Mstep: Class 6 contains 17394 members 
Mstep: Class 7 contains 14876 members 
Mstep: Class 8 contains 126555 members 
Mstep: Class 9 contains 12342 members 
Mstep: Class 10 contains 200725 members 
Mstep: Class 11 contains 212122 members 
Mstep: Class 12 contains 12564 members 
Mstep: Class 13 contains 325844 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41704 members 
Mstep: Class 16 contains 41552 members 
Mstep: Class 17 contains 12449 members 
Mstep: Class 18 contains 16549 members 
Mstep: Class 19 contains 6536 members 
Mstep: Class 20 contains 6015 members 
Mstep: Class 21 contains 40316 members 
Mstep: Class 22 contains 28787 members 
Mstep: Class 23 contains 175813 members 
Mstep: Class 24 contains 93773 members 
Mstep: Class 25 contains 8811 members 
Mstep: Class 26 contains 228127 members 
Mstep: Class 27 contains 29912 members 
Mstep: Class 28 contains 3472 members 
Mstep: Class 29 contains 5886 members 
Mstep: Class 30 contains 104093 members 
Mstep: Class 31 contains 13895 members 
Mstep: Class 32 contains 3091 members 
Mstep: Class 33 contains 82266 members 
Mstep: Class 34 contains 8891 members 
Mstep: Class 35 contains 8722 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8430 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1191 members 
Mstep: Class 40 contains 10309 members 
Mstep: Class 41 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462112.000000 Penalty: 147473.906250
Iteration 286Q: 42 clusters Score -2.354621e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 10573 members 
Mstep: Class 3 contains 57356 members 
Mstep: Class 4 contains 9272 members 
Mstep: Class 5 contains 4123 members 
Mstep: Class 6 contains 17393 members 
Mstep: Class 7 contains 14881 members 
Mstep: Class 8 contains 126558 members 
Mstep: Class 9 contains 12342 members 
Mstep: Class 10 contains 200718 members 
Mstep: Class 11 contains 212138 members 
Mstep: Class 12 contains 12565 members 
Mstep: Class 13 contains 325851 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41708 members 
Mstep: Class 16 contains 41543 members 
Mstep: Class 17 contains 12409 members 
Mstep: Class 18 contains 16552 members 
Mstep: Class 19 contains 6535 members 
Mstep: Class 20 contains 6015 members 
Mstep: Class 21 contains 40314 members 
Mstep: Class 22 contains 28780 members 
Mstep: Class 23 contains 175815 members 
Mstep: Class 24 contains 93790 members 
Mstep: Class 25 contains 8813 members 
Mstep: Class 26 contains 228122 members 
Mstep: Class 27 contains 29908 members 
Mstep: Class 28 contains 3468 members 
Mstep: Class 29 contains 5891 members 
Mstep: Class 30 contains 104092 members 
Mstep: Class 31 contains 13932 members 
Mstep: Class 32 contains 3090 members 
Mstep: Class 33 contains 82256 members 
Mstep: Class 34 contains 8893 members 
Mstep: Class 35 contains 8725 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8431 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1191 members 
Mstep: Class 40 contains 10308 members 
Mstep: Class 41 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462304.000000 Penalty: 147473.906250
Iteration 287Q: 42 clusters Score -2.354623e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 10565 members 
Mstep: Class 3 contains 57357 members 
Mstep: Class 4 contains 9271 members 
Mstep: Class 5 contains 4122 members 
Mstep: Class 6 contains 17402 members 
Mstep: Class 7 contains 14886 members 
Mstep: Class 8 contains 126547 members 
Mstep: Class 9 contains 12341 members 
Mstep: Class 10 contains 200710 members 
Mstep: Class 11 contains 212140 members 
Mstep: Class 12 contains 12568 members 
Mstep: Class 13 contains 325861 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41708 members 
Mstep: Class 16 contains 41530 members 
Mstep: Class 17 contains 12386 members 
Mstep: Class 18 contains 16552 members 
Mstep: Class 19 contains 6533 members 
Mstep: Class 20 contains 6015 members 
Mstep: Class 21 contains 40316 members 
Mstep: Class 22 contains 28773 members 
Mstep: Class 23 contains 175810 members 
Mstep: Class 24 contains 93798 members 
Mstep: Class 25 contains 8813 members 
Mstep: Class 26 contains 228125 members 
Mstep: Class 27 contains 29905 members 
Mstep: Class 28 contains 3463 members 
Mstep: Class 29 contains 5901 members 
Mstep: Class 30 contains 104089 members 
Mstep: Class 31 contains 13969 members 
Mstep: Class 32 contains 3090 members 
Mstep: Class 33 contains 82252 members 
Mstep: Class 34 contains 8897 members 
Mstep: Class 35 contains 8728 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8429 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1191 members 
Mstep: Class 40 contains 10307 members 
Mstep: Class 41 contains 975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462208.000000 Penalty: 147473.906250
Iteration 288Q: 42 clusters Score -2.354622e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 10554 members 
Mstep: Class 3 contains 57355 members 
Mstep: Class 4 contains 9271 members 
Mstep: Class 5 contains 4122 members 
Mstep: Class 6 contains 17408 members 
Mstep: Class 7 contains 14889 members 
Mstep: Class 8 contains 126546 members 
Mstep: Class 9 contains 12339 members 
Mstep: Class 10 contains 200706 members 
Mstep: Class 11 contains 212148 members 
Mstep: Class 12 contains 12571 members 
Mstep: Class 13 contains 325864 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41710 members 
Mstep: Class 16 contains 41527 members 
Mstep: Class 17 contains 12339 members 
Mstep: Class 18 contains 16553 members 
Mstep: Class 19 contains 6532 members 
Mstep: Class 20 contains 6013 members 
Mstep: Class 21 contains 40308 members 
Mstep: Class 22 contains 28766 members 
Mstep: Class 23 contains 175812 members 
Mstep: Class 24 contains 93807 members 
Mstep: Class 25 contains 8815 members 
Mstep: Class 26 contains 228130 members 
Mstep: Class 27 contains 29906 members 
Mstep: Class 28 contains 3460 members 
Mstep: Class 29 contains 5911 members 
Mstep: Class 30 contains 104087 members 
Mstep: Class 31 contains 14006 members 
Mstep: Class 32 contains 3087 members 
Mstep: Class 33 contains 82250 members 
Mstep: Class 34 contains 8898 members 
Mstep: Class 35 contains 8730 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8433 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1191 members 
Mstep: Class 40 contains 10306 members 
Mstep: Class 41 contains 975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462112.000000 Penalty: 147473.906250
Iteration 289Q: 42 clusters Score -2.354621e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 10543 members 
Mstep: Class 3 contains 57353 members 
Mstep: Class 4 contains 9271 members 
Mstep: Class 5 contains 4124 members 
Mstep: Class 6 contains 17418 members 
Mstep: Class 7 contains 14895 members 
Mstep: Class 8 contains 126537 members 
Mstep: Class 9 contains 12336 members 
Mstep: Class 10 contains 200699 members 
Mstep: Class 11 contains 212155 members 
Mstep: Class 12 contains 12572 members 
Mstep: Class 13 contains 325868 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41715 members 
Mstep: Class 16 contains 41526 members 
Mstep: Class 17 contains 12287 members 
Mstep: Class 18 contains 16553 members 
Mstep: Class 19 contains 6528 members 
Mstep: Class 20 contains 6014 members 
Mstep: Class 21 contains 40305 members 
Mstep: Class 22 contains 28758 members 
Mstep: Class 23 contains 175811 members 
Mstep: Class 24 contains 93823 members 
Mstep: Class 25 contains 8816 members 
Mstep: Class 26 contains 228130 members 
Mstep: Class 27 contains 29909 members 
Mstep: Class 28 contains 3456 members 
Mstep: Class 29 contains 5927 members 
Mstep: Class 30 contains 104091 members 
Mstep: Class 31 contains 14038 members 
Mstep: Class 32 contains 3086 members 
Mstep: Class 33 contains 82239 members 
Mstep: Class 34 contains 8898 members 
Mstep: Class 35 contains 8738 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8431 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10308 members 
Mstep: Class 41 contains 976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462000.000000 Penalty: 147473.906250
Iteration 290Q: 42 clusters Score -2.35462e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 10527 members 
Mstep: Class 3 contains 57353 members 
Mstep: Class 4 contains 9270 members 
Mstep: Class 5 contains 4125 members 
Mstep: Class 6 contains 17423 members 
Mstep: Class 7 contains 14899 members 
Mstep: Class 8 contains 126535 members 
Mstep: Class 9 contains 12336 members 
Mstep: Class 10 contains 200690 members 
Mstep: Class 11 contains 212154 members 
Mstep: Class 12 contains 12573 members 
Mstep: Class 13 contains 325882 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41719 members 
Mstep: Class 16 contains 41531 members 
Mstep: Class 17 contains 12248 members 
Mstep: Class 18 contains 16553 members 
Mstep: Class 19 contains 6517 members 
Mstep: Class 20 contains 6014 members 
Mstep: Class 21 contains 40307 members 
Mstep: Class 22 contains 28748 members 
Mstep: Class 23 contains 175814 members 
Mstep: Class 24 contains 93835 members 
Mstep: Class 25 contains 8820 members 
Mstep: Class 26 contains 228133 members 
Mstep: Class 27 contains 29904 members 
Mstep: Class 28 contains 3453 members 
Mstep: Class 29 contains 5943 members 
Mstep: Class 30 contains 104086 members 
Mstep: Class 31 contains 14059 members 
Mstep: Class 32 contains 3088 members 
Mstep: Class 33 contains 82237 members 
Mstep: Class 34 contains 8898 members 
Mstep: Class 35 contains 8743 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8433 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10310 members 
Mstep: Class 41 contains 975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462192.000000 Penalty: 147473.906250
Iteration 291Q: 42 clusters Score -2.354622e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 10515 members 
Mstep: Class 3 contains 57353 members 
Mstep: Class 4 contains 9270 members 
Mstep: Class 5 contains 4122 members 
Mstep: Class 6 contains 17426 members 
Mstep: Class 7 contains 14903 members 
Mstep: Class 8 contains 126529 members 
Mstep: Class 9 contains 12337 members 
Mstep: Class 10 contains 200681 members 
Mstep: Class 11 contains 212153 members 
Mstep: Class 12 contains 12575 members 
Mstep: Class 13 contains 325887 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41721 members 
Mstep: Class 16 contains 41529 members 
Mstep: Class 17 contains 12206 members 
Mstep: Class 18 contains 16555 members 
Mstep: Class 19 contains 6514 members 
Mstep: Class 20 contains 6017 members 
Mstep: Class 21 contains 40309 members 
Mstep: Class 22 contains 28742 members 
Mstep: Class 23 contains 175817 members 
Mstep: Class 24 contains 93846 members 
Mstep: Class 25 contains 8821 members 
Mstep: Class 26 contains 228129 members 
Mstep: Class 27 contains 29903 members 
Mstep: Class 28 contains 3452 members 
Mstep: Class 29 contains 5959 members 
Mstep: Class 30 contains 104086 members 
Mstep: Class 31 contains 14090 members 
Mstep: Class 32 contains 3096 members 
Mstep: Class 33 contains 82232 members 
Mstep: Class 34 contains 8899 members 
Mstep: Class 35 contains 8745 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8434 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10308 members 
Mstep: Class 41 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462240.000000 Penalty: 147473.906250
Iteration 292Q: 42 clusters Score -2.354622e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 10508 members 
Mstep: Class 3 contains 57353 members 
Mstep: Class 4 contains 9272 members 
Mstep: Class 5 contains 4123 members 
Mstep: Class 6 contains 17427 members 
Mstep: Class 7 contains 14909 members 
Mstep: Class 8 contains 126525 members 
Mstep: Class 9 contains 12336 members 
Mstep: Class 10 contains 200665 members 
Mstep: Class 11 contains 212158 members 
Mstep: Class 12 contains 12578 members 
Mstep: Class 13 contains 325889 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41725 members 
Mstep: Class 16 contains 41530 members 
Mstep: Class 17 contains 12159 members 
Mstep: Class 18 contains 16558 members 
Mstep: Class 19 contains 6515 members 
Mstep: Class 20 contains 6018 members 
Mstep: Class 21 contains 40314 members 
Mstep: Class 22 contains 28742 members 
Mstep: Class 23 contains 175820 members 
Mstep: Class 24 contains 93853 members 
Mstep: Class 25 contains 8822 members 
Mstep: Class 26 contains 228129 members 
Mstep: Class 27 contains 29903 members 
Mstep: Class 28 contains 3451 members 
Mstep: Class 29 contains 5974 members 
Mstep: Class 30 contains 104078 members 
Mstep: Class 31 contains 14117 members 
Mstep: Class 32 contains 3098 members 
Mstep: Class 33 contains 82222 members 
Mstep: Class 34 contains 8900 members 
Mstep: Class 35 contains 8745 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8440 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10308 members 
Mstep: Class 41 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462208.000000 Penalty: 147473.906250
Iteration 293Q: 42 clusters Score -2.354622e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 10508 members 
Mstep: Class 3 contains 57353 members 
Mstep: Class 4 contains 9271 members 
Mstep: Class 5 contains 4122 members 
Mstep: Class 6 contains 17430 members 
Mstep: Class 7 contains 14916 members 
Mstep: Class 8 contains 126512 members 
Mstep: Class 9 contains 12335 members 
Mstep: Class 10 contains 200650 members 
Mstep: Class 11 contains 212164 members 
Mstep: Class 12 contains 12577 members 
Mstep: Class 13 contains 325896 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41724 members 
Mstep: Class 16 contains 41520 members 
Mstep: Class 17 contains 12124 members 
Mstep: Class 18 contains 16561 members 
Mstep: Class 19 contains 6517 members 
Mstep: Class 20 contains 6019 members 
Mstep: Class 21 contains 40322 members 
Mstep: Class 22 contains 28738 members 
Mstep: Class 23 contains 175821 members 
Mstep: Class 24 contains 93863 members 
Mstep: Class 25 contains 8820 members 
Mstep: Class 26 contains 228128 members 
Mstep: Class 27 contains 29903 members 
Mstep: Class 28 contains 3451 members 
Mstep: Class 29 contains 5988 members 
Mstep: Class 30 contains 104070 members 
Mstep: Class 31 contains 14144 members 
Mstep: Class 32 contains 3099 members 
Mstep: Class 33 contains 82222 members 
Mstep: Class 34 contains 8898 members 
Mstep: Class 35 contains 8747 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8447 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10305 members 
Mstep: Class 41 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462080.000000 Penalty: 147473.906250
Iteration 294Q: 42 clusters Score -2.354621e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 10508 members 
Mstep: Class 3 contains 57354 members 
Mstep: Class 4 contains 9270 members 
Mstep: Class 5 contains 4123 members 
Mstep: Class 6 contains 17433 members 
Mstep: Class 7 contains 14918 members 
Mstep: Class 8 contains 126500 members 
Mstep: Class 9 contains 12335 members 
Mstep: Class 10 contains 200633 members 
Mstep: Class 11 contains 212174 members 
Mstep: Class 12 contains 12580 members 
Mstep: Class 13 contains 325903 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41723 members 
Mstep: Class 16 contains 41517 members 
Mstep: Class 17 contains 12096 members 
Mstep: Class 18 contains 16561 members 
Mstep: Class 19 contains 6515 members 
Mstep: Class 20 contains 6017 members 
Mstep: Class 21 contains 40321 members 
Mstep: Class 22 contains 28737 members 
Mstep: Class 23 contains 175821 members 
Mstep: Class 24 contains 93876 members 
Mstep: Class 25 contains 8820 members 
Mstep: Class 26 contains 228133 members 
Mstep: Class 27 contains 29902 members 
Mstep: Class 28 contains 3449 members 
Mstep: Class 29 contains 6007 members 
Mstep: Class 30 contains 104054 members 
Mstep: Class 31 contains 14171 members 
Mstep: Class 32 contains 3099 members 
Mstep: Class 33 contains 82211 members 
Mstep: Class 34 contains 8901 members 
Mstep: Class 35 contains 8747 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8447 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10310 members 
Mstep: Class 41 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462320.000000 Penalty: 147473.906250
Iteration 295Q: 42 clusters Score -2.354623e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 10503 members 
Mstep: Class 3 contains 57354 members 
Mstep: Class 4 contains 9269 members 
Mstep: Class 5 contains 4126 members 
Mstep: Class 6 contains 17435 members 
Mstep: Class 7 contains 14923 members 
Mstep: Class 8 contains 126493 members 
Mstep: Class 9 contains 12335 members 
Mstep: Class 10 contains 200623 members 
Mstep: Class 11 contains 212174 members 
Mstep: Class 12 contains 12587 members 
Mstep: Class 13 contains 325914 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41727 members 
Mstep: Class 16 contains 41512 members 
Mstep: Class 17 contains 12063 members 
Mstep: Class 18 contains 16563 members 
Mstep: Class 19 contains 6511 members 
Mstep: Class 20 contains 6018 members 
Mstep: Class 21 contains 40317 members 
Mstep: Class 22 contains 28729 members 
Mstep: Class 23 contains 175828 members 
Mstep: Class 24 contains 93892 members 
Mstep: Class 25 contains 8821 members 
Mstep: Class 26 contains 228138 members 
Mstep: Class 27 contains 29900 members 
Mstep: Class 28 contains 3448 members 
Mstep: Class 29 contains 6025 members 
Mstep: Class 30 contains 104036 members 
Mstep: Class 31 contains 14189 members 
Mstep: Class 32 contains 3099 members 
Mstep: Class 33 contains 82209 members 
Mstep: Class 34 contains 8904 members 
Mstep: Class 35 contains 8748 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8449 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10310 members 
Mstep: Class 41 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462304.000000 Penalty: 147473.906250
Iteration 296Q: 42 clusters Score -2.354623e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 10499 members 
Mstep: Class 3 contains 57352 members 
Mstep: Class 4 contains 9269 members 
Mstep: Class 5 contains 4126 members 
Mstep: Class 6 contains 17441 members 
Mstep: Class 7 contains 14924 members 
Mstep: Class 8 contains 126477 members 
Mstep: Class 9 contains 12339 members 
Mstep: Class 10 contains 200610 members 
Mstep: Class 11 contains 212182 members 
Mstep: Class 12 contains 12595 members 
Mstep: Class 13 contains 325911 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41730 members 
Mstep: Class 16 contains 41510 members 
Mstep: Class 17 contains 12042 members 
Mstep: Class 18 contains 16563 members 
Mstep: Class 19 contains 6504 members 
Mstep: Class 20 contains 6023 members 
Mstep: Class 21 contains 40313 members 
Mstep: Class 22 contains 28726 members 
Mstep: Class 23 contains 175830 members 
Mstep: Class 24 contains 93909 members 
Mstep: Class 25 contains 8822 members 
Mstep: Class 26 contains 228131 members 
Mstep: Class 27 contains 29899 members 
Mstep: Class 28 contains 3447 members 
Mstep: Class 29 contains 6036 members 
Mstep: Class 30 contains 104030 members 
Mstep: Class 31 contains 14217 members 
Mstep: Class 32 contains 3100 members 
Mstep: Class 33 contains 82200 members 
Mstep: Class 34 contains 8905 members 
Mstep: Class 35 contains 8750 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8451 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10313 members 
Mstep: Class 41 contains 975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462304.000000 Penalty: 147473.906250
Iteration 297Q: 42 clusters Score -2.354623e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 10500 members 
Mstep: Class 3 contains 57352 members 
Mstep: Class 4 contains 9268 members 
Mstep: Class 5 contains 4127 members 
Mstep: Class 6 contains 17448 members 
Mstep: Class 7 contains 14926 members 
Mstep: Class 8 contains 126453 members 
Mstep: Class 9 contains 12339 members 
Mstep: Class 10 contains 200597 members 
Mstep: Class 11 contains 212188 members 
Mstep: Class 12 contains 12596 members 
Mstep: Class 13 contains 325916 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41729 members 
Mstep: Class 16 contains 41507 members 
Mstep: Class 17 contains 12006 members 
Mstep: Class 18 contains 16561 members 
Mstep: Class 19 contains 6504 members 
Mstep: Class 20 contains 6025 members 
Mstep: Class 21 contains 40308 members 
Mstep: Class 22 contains 28723 members 
Mstep: Class 23 contains 175826 members 
Mstep: Class 24 contains 93928 members 
Mstep: Class 25 contains 8821 members 
Mstep: Class 26 contains 228132 members 
Mstep: Class 27 contains 29897 members 
Mstep: Class 28 contains 3445 members 
Mstep: Class 29 contains 6044 members 
Mstep: Class 30 contains 104030 members 
Mstep: Class 31 contains 14247 members 
Mstep: Class 32 contains 3101 members 
Mstep: Class 33 contains 82197 members 
Mstep: Class 34 contains 8908 members 
Mstep: Class 35 contains 8751 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8454 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10321 members 
Mstep: Class 41 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462480.000000 Penalty: 147473.906250
Iteration 298Q: 42 clusters Score -2.354625e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 10498 members 
Mstep: Class 3 contains 57352 members 
Mstep: Class 4 contains 9266 members 
Mstep: Class 5 contains 4129 members 
Mstep: Class 6 contains 17452 members 
Mstep: Class 7 contains 14930 members 
Mstep: Class 8 contains 126451 members 
Mstep: Class 9 contains 12342 members 
Mstep: Class 10 contains 200589 members 
Mstep: Class 11 contains 212188 members 
Mstep: Class 12 contains 12598 members 
Mstep: Class 13 contains 325925 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41730 members 
Mstep: Class 16 contains 41494 members 
Mstep: Class 17 contains 11976 members 
Mstep: Class 18 contains 16561 members 
Mstep: Class 19 contains 6501 members 
Mstep: Class 20 contains 6024 members 
Mstep: Class 21 contains 40303 members 
Mstep: Class 22 contains 28715 members 
Mstep: Class 23 contains 175828 members 
Mstep: Class 24 contains 93937 members 
Mstep: Class 25 contains 8820 members 
Mstep: Class 26 contains 228139 members 
Mstep: Class 27 contains 29895 members 
Mstep: Class 28 contains 3445 members 
Mstep: Class 29 contains 6064 members 
Mstep: Class 30 contains 104013 members 
Mstep: Class 31 contains 14273 members 
Mstep: Class 32 contains 3101 members 
Mstep: Class 33 contains 82192 members 
Mstep: Class 34 contains 8906 members 
Mstep: Class 35 contains 8752 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8459 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10327 members 
Mstep: Class 41 contains 978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462224.000000 Penalty: 147473.906250
Iteration 299Q: 42 clusters Score -2.354622e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 10499 members 
Mstep: Class 3 contains 57353 members 
Mstep: Class 4 contains 9265 members 
Mstep: Class 5 contains 4129 members 
Mstep: Class 6 contains 17459 members 
Mstep: Class 7 contains 14930 members 
Mstep: Class 8 contains 126439 members 
Mstep: Class 9 contains 12344 members 
Mstep: Class 10 contains 200582 members 
Mstep: Class 11 contains 212198 members 
Mstep: Class 12 contains 12598 members 
Mstep: Class 13 contains 325930 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41727 members 
Mstep: Class 16 contains 41496 members 
Mstep: Class 17 contains 11956 members 
Mstep: Class 18 contains 16560 members 
Mstep: Class 19 contains 6496 members 
Mstep: Class 20 contains 6025 members 
Mstep: Class 21 contains 40301 members 
Mstep: Class 22 contains 28710 members 
Mstep: Class 23 contains 175827 members 
Mstep: Class 24 contains 93946 members 
Mstep: Class 25 contains 8819 members 
Mstep: Class 26 contains 228147 members 
Mstep: Class 27 contains 29895 members 
Mstep: Class 28 contains 3444 members 
Mstep: Class 29 contains 6076 members 
Mstep: Class 30 contains 104009 members 
Mstep: Class 31 contains 14281 members 
Mstep: Class 32 contains 3101 members 
Mstep: Class 33 contains 82189 members 
Mstep: Class 34 contains 8906 members 
Mstep: Class 35 contains 8753 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8458 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10328 members 
Mstep: Class 41 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462448.000000 Penalty: 147473.906250
Iteration 300F: 42 clusters Score -2.354624e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 10503 members 
Mstep: Class 3 contains 57353 members 
Mstep: Class 4 contains 9265 members 
Mstep: Class 5 contains 4126 members 
Mstep: Class 6 contains 17463 members 
Mstep: Class 7 contains 14932 members 
Mstep: Class 8 contains 126436 members 
Mstep: Class 9 contains 12346 members 
Mstep: Class 10 contains 200579 members 
Mstep: Class 11 contains 212196 members 
Mstep: Class 12 contains 12600 members 
Mstep: Class 13 contains 325935 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41728 members 
Mstep: Class 16 contains 41497 members 
Mstep: Class 17 contains 11946 members 
Mstep: Class 18 contains 16562 members 
Mstep: Class 19 contains 6494 members 
Mstep: Class 20 contains 6027 members 
Mstep: Class 21 contains 40295 members 
Mstep: Class 22 contains 28704 members 
Mstep: Class 23 contains 175829 members 
Mstep: Class 24 contains 93953 members 
Mstep: Class 25 contains 8822 members 
Mstep: Class 26 contains 228144 members 
Mstep: Class 27 contains 29896 members 
Mstep: Class 28 contains 3443 members 
Mstep: Class 29 contains 6088 members 
Mstep: Class 30 contains 103989 members 
Mstep: Class 31 contains 14296 members 
Mstep: Class 32 contains 3102 members 
Mstep: Class 33 contains 82183 members 
Mstep: Class 34 contains 8904 members 
Mstep: Class 35 contains 8752 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8463 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10327 members 
Mstep: Class 41 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462160.000000 Penalty: 147473.906250
Iteration 301Q: 42 clusters Score -2.354622e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 10506 members 
Mstep: Class 3 contains 57349 members 
Mstep: Class 4 contains 9263 members 
Mstep: Class 5 contains 4129 members 
Mstep: Class 6 contains 17468 members 
Mstep: Class 7 contains 14933 members 
Mstep: Class 8 contains 126420 members 
Mstep: Class 9 contains 12347 members 
Mstep: Class 10 contains 200573 members 
Mstep: Class 11 contains 212194 members 
Mstep: Class 12 contains 12598 members 
Mstep: Class 13 contains 325951 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41735 members 
Mstep: Class 16 contains 41491 members 
Mstep: Class 17 contains 11939 members 
Mstep: Class 18 contains 16559 members 
Mstep: Class 19 contains 6491 members 
Mstep: Class 20 contains 6030 members 
Mstep: Class 21 contains 40300 members 
Mstep: Class 22 contains 28696 members 
Mstep: Class 23 contains 175819 members 
Mstep: Class 24 contains 93954 members 
Mstep: Class 25 contains 8820 members 
Mstep: Class 26 contains 228149 members 
Mstep: Class 27 contains 29896 members 
Mstep: Class 28 contains 3443 members 
Mstep: Class 29 contains 6105 members 
Mstep: Class 30 contains 103974 members 
Mstep: Class 31 contains 14310 members 
Mstep: Class 32 contains 3103 members 
Mstep: Class 33 contains 82177 members 
Mstep: Class 34 contains 8905 members 
Mstep: Class 35 contains 8751 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8465 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10334 members 
Mstep: Class 41 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462384.000000 Penalty: 147473.906250
Iteration 302Q: 42 clusters Score -2.354624e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 10498 members 
Mstep: Class 3 contains 57345 members 
Mstep: Class 4 contains 9262 members 
Mstep: Class 5 contains 4131 members 
Mstep: Class 6 contains 17474 members 
Mstep: Class 7 contains 14935 members 
Mstep: Class 8 contains 126414 members 
Mstep: Class 9 contains 12346 members 
Mstep: Class 10 contains 200553 members 
Mstep: Class 11 contains 212200 members 
Mstep: Class 12 contains 12600 members 
Mstep: Class 13 contains 325957 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41737 members 
Mstep: Class 16 contains 41495 members 
Mstep: Class 17 contains 11913 members 
Mstep: Class 18 contains 16556 members 
Mstep: Class 19 contains 6493 members 
Mstep: Class 20 contains 6030 members 
Mstep: Class 21 contains 40299 members 
Mstep: Class 22 contains 28685 members 
Mstep: Class 23 contains 175813 members 
Mstep: Class 24 contains 93964 members 
Mstep: Class 25 contains 8819 members 
Mstep: Class 26 contains 228167 members 
Mstep: Class 27 contains 29899 members 
Mstep: Class 28 contains 3443 members 
Mstep: Class 29 contains 6121 members 
Mstep: Class 30 contains 103962 members 
Mstep: Class 31 contains 14322 members 
Mstep: Class 32 contains 3104 members 
Mstep: Class 33 contains 82168 members 
Mstep: Class 34 contains 8903 members 
Mstep: Class 35 contains 8754 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8471 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10344 members 
Mstep: Class 41 contains 980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462464.000000 Penalty: 147473.906250
Iteration 303Q: 42 clusters Score -2.354625e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 10499 members 
Mstep: Class 3 contains 57347 members 
Mstep: Class 4 contains 9262 members 
Mstep: Class 5 contains 4133 members 
Mstep: Class 6 contains 17476 members 
Mstep: Class 7 contains 14936 members 
Mstep: Class 8 contains 126407 members 
Mstep: Class 9 contains 12345 members 
Mstep: Class 10 contains 200518 members 
Mstep: Class 11 contains 212212 members 
Mstep: Class 12 contains 12602 members 
Mstep: Class 13 contains 325964 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41743 members 
Mstep: Class 16 contains 41494 members 
Mstep: Class 17 contains 11889 members 
Mstep: Class 18 contains 16555 members 
Mstep: Class 19 contains 6489 members 
Mstep: Class 20 contains 6029 members 
Mstep: Class 21 contains 40314 members 
Mstep: Class 22 contains 28672 members 
Mstep: Class 23 contains 175811 members 
Mstep: Class 24 contains 93974 members 
Mstep: Class 25 contains 8818 members 
Mstep: Class 26 contains 228171 members 
Mstep: Class 27 contains 29897 members 
Mstep: Class 28 contains 3444 members 
Mstep: Class 29 contains 6137 members 
Mstep: Class 30 contains 103944 members 
Mstep: Class 31 contains 14337 members 
Mstep: Class 32 contains 3104 members 
Mstep: Class 33 contains 82168 members 
Mstep: Class 34 contains 8900 members 
Mstep: Class 35 contains 8758 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8476 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10353 members 
Mstep: Class 41 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462368.000000 Penalty: 147473.906250
Iteration 304Q: 42 clusters Score -2.354624e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 10500 members 
Mstep: Class 3 contains 57348 members 
Mstep: Class 4 contains 9262 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 17483 members 
Mstep: Class 7 contains 14937 members 
Mstep: Class 8 contains 126390 members 
Mstep: Class 9 contains 12347 members 
Mstep: Class 10 contains 200515 members 
Mstep: Class 11 contains 212219 members 
Mstep: Class 12 contains 12603 members 
Mstep: Class 13 contains 325965 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41745 members 
Mstep: Class 16 contains 41496 members 
Mstep: Class 17 contains 11898 members 
Mstep: Class 18 contains 16556 members 
Mstep: Class 19 contains 6485 members 
Mstep: Class 20 contains 6029 members 
Mstep: Class 21 contains 40322 members 
Mstep: Class 22 contains 28655 members 
Mstep: Class 23 contains 175802 members 
Mstep: Class 24 contains 93983 members 
Mstep: Class 25 contains 8817 members 
Mstep: Class 26 contains 228160 members 
Mstep: Class 27 contains 29900 members 
Mstep: Class 28 contains 3444 members 
Mstep: Class 29 contains 6145 members 
Mstep: Class 30 contains 103936 members 
Mstep: Class 31 contains 14347 members 
Mstep: Class 32 contains 3102 members 
Mstep: Class 33 contains 82165 members 
Mstep: Class 34 contains 8895 members 
Mstep: Class 35 contains 8763 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8473 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10360 members 
Mstep: Class 41 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462288.000000 Penalty: 147473.906250
Iteration 305Q: 42 clusters Score -2.354623e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 10500 members 
Mstep: Class 3 contains 57349 members 
Mstep: Class 4 contains 9261 members 
Mstep: Class 5 contains 4133 members 
Mstep: Class 6 contains 17485 members 
Mstep: Class 7 contains 14940 members 
Mstep: Class 8 contains 126379 members 
Mstep: Class 9 contains 12347 members 
Mstep: Class 10 contains 200498 members 
Mstep: Class 11 contains 212220 members 
Mstep: Class 12 contains 12603 members 
Mstep: Class 13 contains 325974 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41746 members 
Mstep: Class 16 contains 41496 members 
Mstep: Class 17 contains 11897 members 
Mstep: Class 18 contains 16557 members 
Mstep: Class 19 contains 6481 members 
Mstep: Class 20 contains 6030 members 
Mstep: Class 21 contains 40327 members 
Mstep: Class 22 contains 28646 members 
Mstep: Class 23 contains 175802 members 
Mstep: Class 24 contains 93991 members 
Mstep: Class 25 contains 8815 members 
Mstep: Class 26 contains 228159 members 
Mstep: Class 27 contains 29902 members 
Mstep: Class 28 contains 3444 members 
Mstep: Class 29 contains 6149 members 
Mstep: Class 30 contains 103924 members 
Mstep: Class 31 contains 14367 members 
Mstep: Class 32 contains 3100 members 
Mstep: Class 33 contains 82159 members 
Mstep: Class 34 contains 8895 members 
Mstep: Class 35 contains 8766 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8472 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10362 members 
Mstep: Class 41 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462256.000000 Penalty: 147473.906250
Iteration 306Q: 42 clusters Score -2.354623e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 10495 members 
Mstep: Class 3 contains 57345 members 
Mstep: Class 4 contains 9261 members 
Mstep: Class 5 contains 4136 members 
Mstep: Class 6 contains 17489 members 
Mstep: Class 7 contains 14942 members 
Mstep: Class 8 contains 126371 members 
Mstep: Class 9 contains 12347 members 
Mstep: Class 10 contains 200484 members 
Mstep: Class 11 contains 212241 members 
Mstep: Class 12 contains 12603 members 
Mstep: Class 13 contains 325976 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41745 members 
Mstep: Class 16 contains 41490 members 
Mstep: Class 17 contains 11884 members 
Mstep: Class 18 contains 16557 members 
Mstep: Class 19 contains 6487 members 
Mstep: Class 20 contains 6028 members 
Mstep: Class 21 contains 40331 members 
Mstep: Class 22 contains 28629 members 
Mstep: Class 23 contains 175806 members 
Mstep: Class 24 contains 93996 members 
Mstep: Class 25 contains 8812 members 
Mstep: Class 26 contains 228152 members 
Mstep: Class 27 contains 29901 members 
Mstep: Class 28 contains 3445 members 
Mstep: Class 29 contains 6159 members 
Mstep: Class 30 contains 103910 members 
Mstep: Class 31 contains 14387 members 
Mstep: Class 32 contains 3102 members 
Mstep: Class 33 contains 82160 members 
Mstep: Class 34 contains 8899 members 
Mstep: Class 35 contains 8767 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8472 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10365 members 
Mstep: Class 41 contains 987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462112.000000 Penalty: 147473.906250
Iteration 307Q: 42 clusters Score -2.354621e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 10491 members 
Mstep: Class 3 contains 57344 members 
Mstep: Class 4 contains 9264 members 
Mstep: Class 5 contains 4137 members 
Mstep: Class 6 contains 17485 members 
Mstep: Class 7 contains 14947 members 
Mstep: Class 8 contains 126371 members 
Mstep: Class 9 contains 12349 members 
Mstep: Class 10 contains 200481 members 
Mstep: Class 11 contains 212249 members 
Mstep: Class 12 contains 12604 members 
Mstep: Class 13 contains 325989 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41747 members 
Mstep: Class 16 contains 41483 members 
Mstep: Class 17 contains 11862 members 
Mstep: Class 18 contains 16556 members 
Mstep: Class 19 contains 6487 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 40332 members 
Mstep: Class 22 contains 28615 members 
Mstep: Class 23 contains 175806 members 
Mstep: Class 24 contains 93999 members 
Mstep: Class 25 contains 8808 members 
Mstep: Class 26 contains 228143 members 
Mstep: Class 27 contains 29899 members 
Mstep: Class 28 contains 3446 members 
Mstep: Class 29 contains 6179 members 
Mstep: Class 30 contains 103904 members 
Mstep: Class 31 contains 14402 members 
Mstep: Class 32 contains 3100 members 
Mstep: Class 33 contains 82163 members 
Mstep: Class 34 contains 8903 members 
Mstep: Class 35 contains 8767 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8472 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10363 members 
Mstep: Class 41 contains 989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462416.000000 Penalty: 147473.906250
Iteration 308Q: 42 clusters Score -2.354624e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 10493 members 
Mstep: Class 3 contains 57342 members 
Mstep: Class 4 contains 9266 members 
Mstep: Class 5 contains 4137 members 
Mstep: Class 6 contains 17487 members 
Mstep: Class 7 contains 14948 members 
Mstep: Class 8 contains 126356 members 
Mstep: Class 9 contains 12350 members 
Mstep: Class 10 contains 200470 members 
Mstep: Class 11 contains 212263 members 
Mstep: Class 12 contains 12607 members 
Mstep: Class 13 contains 326004 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41744 members 
Mstep: Class 16 contains 41476 members 
Mstep: Class 17 contains 11842 members 
Mstep: Class 18 contains 16556 members 
Mstep: Class 19 contains 6487 members 
Mstep: Class 20 contains 6025 members 
Mstep: Class 21 contains 40335 members 
Mstep: Class 22 contains 28600 members 
Mstep: Class 23 contains 175804 members 
Mstep: Class 24 contains 94008 members 
Mstep: Class 25 contains 8809 members 
Mstep: Class 26 contains 228143 members 
Mstep: Class 27 contains 29897 members 
Mstep: Class 28 contains 3446 members 
Mstep: Class 29 contains 6195 members 
Mstep: Class 30 contains 103898 members 
Mstep: Class 31 contains 14410 members 
Mstep: Class 32 contains 3099 members 
Mstep: Class 33 contains 82167 members 
Mstep: Class 34 contains 8906 members 
Mstep: Class 35 contains 8767 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8472 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10362 members 
Mstep: Class 41 contains 992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462288.000000 Penalty: 147473.906250
Iteration 309Q: 42 clusters Score -2.354623e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 10493 members 
Mstep: Class 3 contains 57339 members 
Mstep: Class 4 contains 9267 members 
Mstep: Class 5 contains 4138 members 
Mstep: Class 6 contains 17490 members 
Mstep: Class 7 contains 14949 members 
Mstep: Class 8 contains 126347 members 
Mstep: Class 9 contains 12351 members 
Mstep: Class 10 contains 200453 members 
Mstep: Class 11 contains 212284 members 
Mstep: Class 12 contains 12607 members 
Mstep: Class 13 contains 326018 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41741 members 
Mstep: Class 16 contains 41462 members 
Mstep: Class 17 contains 11817 members 
Mstep: Class 18 contains 16557 members 
Mstep: Class 19 contains 6487 members 
Mstep: Class 20 contains 6029 members 
Mstep: Class 21 contains 40339 members 
Mstep: Class 22 contains 28586 members 
Mstep: Class 23 contains 175811 members 
Mstep: Class 24 contains 94015 members 
Mstep: Class 25 contains 8808 members 
Mstep: Class 26 contains 228142 members 
Mstep: Class 27 contains 29897 members 
Mstep: Class 28 contains 3447 members 
Mstep: Class 29 contains 6205 members 
Mstep: Class 30 contains 103894 members 
Mstep: Class 31 contains 14425 members 
Mstep: Class 32 contains 3099 members 
Mstep: Class 33 contains 82167 members 
Mstep: Class 34 contains 8905 members 
Mstep: Class 35 contains 8770 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8472 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10361 members 
Mstep: Class 41 contains 991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462032.000000 Penalty: 147473.906250
Iteration 310Q: 42 clusters Score -2.35462e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 10495 members 
Mstep: Class 3 contains 57339 members 
Mstep: Class 4 contains 9268 members 
Mstep: Class 5 contains 4139 members 
Mstep: Class 6 contains 17491 members 
Mstep: Class 7 contains 14951 members 
Mstep: Class 8 contains 126343 members 
Mstep: Class 9 contains 12351 members 
Mstep: Class 10 contains 200441 members 
Mstep: Class 11 contains 212291 members 
Mstep: Class 12 contains 12609 members 
Mstep: Class 13 contains 326021 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41738 members 
Mstep: Class 16 contains 41455 members 
Mstep: Class 17 contains 11799 members 
Mstep: Class 18 contains 16557 members 
Mstep: Class 19 contains 6487 members 
Mstep: Class 20 contains 6030 members 
Mstep: Class 21 contains 40346 members 
Mstep: Class 22 contains 28577 members 
Mstep: Class 23 contains 175813 members 
Mstep: Class 24 contains 94018 members 
Mstep: Class 25 contains 8807 members 
Mstep: Class 26 contains 228142 members 
Mstep: Class 27 contains 29898 members 
Mstep: Class 28 contains 3447 members 
Mstep: Class 29 contains 6214 members 
Mstep: Class 30 contains 103882 members 
Mstep: Class 31 contains 14437 members 
Mstep: Class 32 contains 3100 members 
Mstep: Class 33 contains 82166 members 
Mstep: Class 34 contains 8906 members 
Mstep: Class 35 contains 8773 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8475 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10366 members 
Mstep: Class 41 contains 991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461760.000000 Penalty: 147473.906250
Iteration 311Q: 42 clusters Score -2.354618e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 10494 members 
Mstep: Class 3 contains 57340 members 
Mstep: Class 4 contains 9267 members 
Mstep: Class 5 contains 4138 members 
Mstep: Class 6 contains 17490 members 
Mstep: Class 7 contains 14951 members 
Mstep: Class 8 contains 126342 members 
Mstep: Class 9 contains 12351 members 
Mstep: Class 10 contains 200432 members 
Mstep: Class 11 contains 212308 members 
Mstep: Class 12 contains 12611 members 
Mstep: Class 13 contains 326026 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41739 members 
Mstep: Class 16 contains 41448 members 
Mstep: Class 17 contains 11778 members 
Mstep: Class 18 contains 16558 members 
Mstep: Class 19 contains 6487 members 
Mstep: Class 20 contains 6029 members 
Mstep: Class 21 contains 40350 members 
Mstep: Class 22 contains 28564 members 
Mstep: Class 23 contains 175817 members 
Mstep: Class 24 contains 94020 members 
Mstep: Class 25 contains 8807 members 
Mstep: Class 26 contains 228143 members 
Mstep: Class 27 contains 29897 members 
Mstep: Class 28 contains 3447 members 
Mstep: Class 29 contains 6229 members 
Mstep: Class 30 contains 103869 members 
Mstep: Class 31 contains 14442 members 
Mstep: Class 32 contains 3100 members 
Mstep: Class 33 contains 82166 members 
Mstep: Class 34 contains 8906 members 
Mstep: Class 35 contains 8777 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8477 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10372 members 
Mstep: Class 41 contains 991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461584.000000 Penalty: 147473.906250
Iteration 312Q: 42 clusters Score -2.354616e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 10493 members 
Mstep: Class 3 contains 57342 members 
Mstep: Class 4 contains 9266 members 
Mstep: Class 5 contains 4139 members 
Mstep: Class 6 contains 17492 members 
Mstep: Class 7 contains 14952 members 
Mstep: Class 8 contains 126331 members 
Mstep: Class 9 contains 12351 members 
Mstep: Class 10 contains 200418 members 
Mstep: Class 11 contains 212314 members 
Mstep: Class 12 contains 12615 members 
Mstep: Class 13 contains 326040 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41741 members 
Mstep: Class 16 contains 41439 members 
Mstep: Class 17 contains 11774 members 
Mstep: Class 18 contains 16560 members 
Mstep: Class 19 contains 6484 members 
Mstep: Class 20 contains 6030 members 
Mstep: Class 21 contains 40359 members 
Mstep: Class 22 contains 28548 members 
Mstep: Class 23 contains 175818 members 
Mstep: Class 24 contains 94022 members 
Mstep: Class 25 contains 8805 members 
Mstep: Class 26 contains 228142 members 
Mstep: Class 27 contains 29895 members 
Mstep: Class 28 contains 3447 members 
Mstep: Class 29 contains 6242 members 
Mstep: Class 30 contains 103861 members 
Mstep: Class 31 contains 14452 members 
Mstep: Class 32 contains 3100 members 
Mstep: Class 33 contains 82165 members 
Mstep: Class 34 contains 8905 members 
Mstep: Class 35 contains 8776 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8481 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10374 members 
Mstep: Class 41 contains 990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461696.000000 Penalty: 147473.906250
Iteration 313Q: 42 clusters Score -2.354617e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 10492 members 
Mstep: Class 3 contains 57342 members 
Mstep: Class 4 contains 9265 members 
Mstep: Class 5 contains 4140 members 
Mstep: Class 6 contains 17496 members 
Mstep: Class 7 contains 14952 members 
Mstep: Class 8 contains 126322 members 
Mstep: Class 9 contains 12350 members 
Mstep: Class 10 contains 200407 members 
Mstep: Class 11 contains 212315 members 
Mstep: Class 12 contains 12616 members 
Mstep: Class 13 contains 326053 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41742 members 
Mstep: Class 16 contains 41428 members 
Mstep: Class 17 contains 11773 members 
Mstep: Class 18 contains 16562 members 
Mstep: Class 19 contains 6478 members 
Mstep: Class 20 contains 6031 members 
Mstep: Class 21 contains 40360 members 
Mstep: Class 22 contains 28534 members 
Mstep: Class 23 contains 175820 members 
Mstep: Class 24 contains 94020 members 
Mstep: Class 25 contains 8804 members 
Mstep: Class 26 contains 228158 members 
Mstep: Class 27 contains 29891 members 
Mstep: Class 28 contains 3446 members 
Mstep: Class 29 contains 6253 members 
Mstep: Class 30 contains 103861 members 
Mstep: Class 31 contains 14457 members 
Mstep: Class 32 contains 3099 members 
Mstep: Class 33 contains 82168 members 
Mstep: Class 34 contains 8903 members 
Mstep: Class 35 contains 8777 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8481 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10375 members 
Mstep: Class 41 contains 992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461776.000000 Penalty: 147473.906250
Iteration 314Q: 42 clusters Score -2.354618e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 10496 members 
Mstep: Class 3 contains 57337 members 
Mstep: Class 4 contains 9265 members 
Mstep: Class 5 contains 4141 members 
Mstep: Class 6 contains 17495 members 
Mstep: Class 7 contains 14952 members 
Mstep: Class 8 contains 126314 members 
Mstep: Class 9 contains 12349 members 
Mstep: Class 10 contains 200389 members 
Mstep: Class 11 contains 212312 members 
Mstep: Class 12 contains 12617 members 
Mstep: Class 13 contains 326065 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41740 members 
Mstep: Class 16 contains 41425 members 
Mstep: Class 17 contains 11764 members 
Mstep: Class 18 contains 16563 members 
Mstep: Class 19 contains 6479 members 
Mstep: Class 20 contains 6030 members 
Mstep: Class 21 contains 40357 members 
Mstep: Class 22 contains 28526 members 
Mstep: Class 23 contains 175825 members 
Mstep: Class 24 contains 94019 members 
Mstep: Class 25 contains 8805 members 
Mstep: Class 26 contains 228175 members 
Mstep: Class 27 contains 29888 members 
Mstep: Class 28 contains 3446 members 
Mstep: Class 29 contains 6261 members 
Mstep: Class 30 contains 103863 members 
Mstep: Class 31 contains 14461 members 
Mstep: Class 32 contains 3098 members 
Mstep: Class 33 contains 82171 members 
Mstep: Class 34 contains 8903 members 
Mstep: Class 35 contains 8780 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8483 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10378 members 
Mstep: Class 41 contains 992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461888.000000 Penalty: 147473.906250
Iteration 315Q: 42 clusters Score -2.354619e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 10498 members 
Mstep: Class 3 contains 57337 members 
Mstep: Class 4 contains 9265 members 
Mstep: Class 5 contains 4142 members 
Mstep: Class 6 contains 17494 members 
Mstep: Class 7 contains 14953 members 
Mstep: Class 8 contains 126313 members 
Mstep: Class 9 contains 12349 members 
Mstep: Class 10 contains 200371 members 
Mstep: Class 11 contains 212322 members 
Mstep: Class 12 contains 12617 members 
Mstep: Class 13 contains 326074 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41739 members 
Mstep: Class 16 contains 41413 members 
Mstep: Class 17 contains 11751 members 
Mstep: Class 18 contains 16562 members 
Mstep: Class 19 contains 6479 members 
Mstep: Class 20 contains 6030 members 
Mstep: Class 21 contains 40359 members 
Mstep: Class 22 contains 28515 members 
Mstep: Class 23 contains 175828 members 
Mstep: Class 24 contains 94024 members 
Mstep: Class 25 contains 8805 members 
Mstep: Class 26 contains 228187 members 
Mstep: Class 27 contains 29888 members 
Mstep: Class 28 contains 3446 members 
Mstep: Class 29 contains 6267 members 
Mstep: Class 30 contains 103858 members 
Mstep: Class 31 contains 14465 members 
Mstep: Class 32 contains 3098 members 
Mstep: Class 33 contains 82170 members 
Mstep: Class 34 contains 8903 members 
Mstep: Class 35 contains 8780 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8484 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10384 members 
Mstep: Class 41 contains 994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462016.000000 Penalty: 147473.906250
Iteration 316Q: 42 clusters Score -2.35462e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 10499 members 
Mstep: Class 3 contains 57337 members 
Mstep: Class 4 contains 9265 members 
Mstep: Class 5 contains 4142 members 
Mstep: Class 6 contains 17495 members 
Mstep: Class 7 contains 14955 members 
Mstep: Class 8 contains 126302 members 
Mstep: Class 9 contains 12349 members 
Mstep: Class 10 contains 200345 members 
Mstep: Class 11 contains 212326 members 
Mstep: Class 12 contains 12619 members 
Mstep: Class 13 contains 326086 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41739 members 
Mstep: Class 16 contains 41406 members 
Mstep: Class 17 contains 11750 members 
Mstep: Class 18 contains 16562 members 
Mstep: Class 19 contains 6477 members 
Mstep: Class 20 contains 6029 members 
Mstep: Class 21 contains 40360 members 
Mstep: Class 22 contains 28507 members 
Mstep: Class 23 contains 175822 members 
Mstep: Class 24 contains 94026 members 
Mstep: Class 25 contains 8804 members 
Mstep: Class 26 contains 228205 members 
Mstep: Class 27 contains 29887 members 
Mstep: Class 28 contains 3446 members 
Mstep: Class 29 contains 6271 members 
Mstep: Class 30 contains 103856 members 
Mstep: Class 31 contains 14475 members 
Mstep: Class 32 contains 3098 members 
Mstep: Class 33 contains 82169 members 
Mstep: Class 34 contains 8904 members 
Mstep: Class 35 contains 8784 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8487 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10387 members 
Mstep: Class 41 contains 994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461840.000000 Penalty: 147473.906250
Iteration 317Q: 42 clusters Score -2.354618e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 10500 members 
Mstep: Class 3 contains 57336 members 
Mstep: Class 4 contains 9266 members 
Mstep: Class 5 contains 4142 members 
Mstep: Class 6 contains 17494 members 
Mstep: Class 7 contains 14954 members 
Mstep: Class 8 contains 126295 members 
Mstep: Class 9 contains 12348 members 
Mstep: Class 10 contains 200330 members 
Mstep: Class 11 contains 212328 members 
Mstep: Class 12 contains 12623 members 
Mstep: Class 13 contains 326090 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41739 members 
Mstep: Class 16 contains 41400 members 
Mstep: Class 17 contains 11747 members 
Mstep: Class 18 contains 16561 members 
Mstep: Class 19 contains 6475 members 
Mstep: Class 20 contains 6030 members 
Mstep: Class 21 contains 40358 members 
Mstep: Class 22 contains 28500 members 
Mstep: Class 23 contains 175820 members 
Mstep: Class 24 contains 94033 members 
Mstep: Class 25 contains 8805 members 
Mstep: Class 26 contains 228216 members 
Mstep: Class 27 contains 29887 members 
Mstep: Class 28 contains 3446 members 
Mstep: Class 29 contains 6278 members 
Mstep: Class 30 contains 103855 members 
Mstep: Class 31 contains 14482 members 
Mstep: Class 32 contains 3098 members 
Mstep: Class 33 contains 82167 members 
Mstep: Class 34 contains 8903 members 
Mstep: Class 35 contains 8787 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8489 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10390 members 
Mstep: Class 41 contains 995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461856.000000 Penalty: 147473.906250
Iteration 318Q: 42 clusters Score -2.354619e+08 nChanged 152
Entering ConstructFrom: 
Score: -235461856.000000 Penalty: 147473.906250
Entering ConstructFrom: 
Trying to split cluster 1 (3227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Entering Unmasked Estep 
Score: -363419.781250 Penalty: 2003.668457
	Iteration 0F: 2 clusters Score -363419.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -360074.843750 Penalty: 4007.336914
	Iteration 0F: 3 clusters Score -360074.8 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -360973.718750 Penalty: 4007.336914
	Iteration 1F: 3 clusters Score -360973.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -361322.656250 Penalty: 4007.336914
	Iteration 2F: 3 clusters Score -361322.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -361561.406250 Penalty: 4007.336914
	Iteration 3F: 3 clusters Score -361561.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -361743.093750 Penalty: 4007.336914
	Iteration 4Q: 3 clusters Score -361743.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -361883.375000 Penalty: 4007.336914
	Iteration 5Q: 3 clusters Score -361883.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -362002.281250 Penalty: 4007.336914
	Iteration 6Q: 3 clusters Score -362002.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -362077.687500 Penalty: 4007.336914
	Iteration 7Q: 3 clusters Score -362077.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -362130.250000 Penalty: 4007.336914
	Iteration 8Q: 3 clusters Score -362130.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -362168.187500 Penalty: 4007.336914
	Iteration 9Q: 3 clusters Score -362168.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -362203.281250 Penalty: 4007.336914
	Iteration 10Q: 3 clusters Score -362203.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -362234.468750 Penalty: 4007.336914
	Iteration 11Q: 3 clusters Score -362234.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -362255.500000 Penalty: 4007.336914
	Iteration 12Q: 3 clusters Score -362255.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -362280.437500 Penalty: 4007.336914
	Iteration 13Q: 3 clusters Score -362280.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -362303.812500 Penalty: 4007.336914
	Iteration 14Q: 3 clusters Score -362303.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -362322.781250 Penalty: 4007.336914
	Iteration 15Q: 3 clusters Score -362322.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -362341.531250 Penalty: 4007.336914
	Iteration 16Q: 3 clusters Score -362341.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -362361.562500 Penalty: 4007.336914
	Iteration 17Q: 3 clusters Score -362361.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -362381.625000 Penalty: 4007.336914
	Iteration 18Q: 3 clusters Score -362381.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -362394.250000 Penalty: 4007.336914
	Iteration 19Q: 3 clusters Score -362394.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -362402.718750 Penalty: 4007.336914
	Iteration 20F: 3 clusters Score -362402.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -362411.468750 Penalty: 4007.336914
	Iteration 21Q: 3 clusters Score -362411.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -362417.968750 Penalty: 4007.336914
	Iteration 22Q: 3 clusters Score -362418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -362424.718750 Penalty: 4007.336914
	Iteration 23Q: 3 clusters Score -362424.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -362434.625000 Penalty: 4007.336914
	Iteration 24Q: 3 clusters Score -362434.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -362446.250000 Penalty: 4007.336914
	Iteration 25Q: 3 clusters Score -362446.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -362457.562500 Penalty: 4007.336914
	Iteration 26Q: 3 clusters Score -362457.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -362465.843750 Penalty: 4007.336914
	Iteration 27Q: 3 clusters Score -362465.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -362473.062500 Penalty: 4007.336914
	Iteration 28Q: 3 clusters Score -362473.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -362478.875000 Penalty: 4007.336914
	Iteration 29Q: 3 clusters Score -362478.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -362482.375000 Penalty: 4007.336914
	Iteration 30Q: 3 clusters Score -362482.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -362487.125000 Penalty: 4007.336914
	Iteration 31Q: 3 clusters Score -362487.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -362492.875000 Penalty: 4007.336914
	Iteration 32Q: 3 clusters Score -362492.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -362497.531250 Penalty: 4007.336914
	Iteration 33Q: 3 clusters Score -362497.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -362501.750000 Penalty: 4007.336914
	Iteration 34Q: 3 clusters Score -362501.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -362506.218750 Penalty: 4007.336914
	Iteration 35Q: 3 clusters Score -362506.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -362508.468750 Penalty: 4007.336914
	Iteration 36Q: 3 clusters Score -362508.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -362509.281250 Penalty: 4007.336914
	Iteration 37Q: 3 clusters Score -362509.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -362510.625000 Penalty: 4007.336914
	Iteration 38Q: 3 clusters Score -362510.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -362512.187500 Penalty: 4007.336914
	Iteration 39Q: 3 clusters Score -362512.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -362511.968750 Penalty: 4007.336914
	Iteration 40F: 3 clusters Score -362512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -362512.750000 Penalty: 4007.336914
	Iteration 41Q: 3 clusters Score -362512.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -362512.812500 Penalty: 4007.336914
	Iteration 42Q: 3 clusters Score -362512.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -362512.812500 Penalty: 4007.336914
	Iteration 43F: 3 clusters Score -362512.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Entering Unmasked Estep 
Score: -1228904.625000 Penalty: 2296.311768
	Iteration 0F: 2 clusters Score -1228905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1221005.375000 Penalty: 4592.623535
	Iteration 0F: 3 clusters Score -1221005 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1223335.625000 Penalty: 4592.623535
	Iteration 1F: 3 clusters Score -1223336 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1223726.875000 Penalty: 4592.623535
	Iteration 2F: 3 clusters Score -1223727 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1224031.750000 Penalty: 4592.623535
	Iteration 3F: 3 clusters Score -1224032 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1224303.250000 Penalty: 4592.623535
	Iteration 4Q: 3 clusters Score -1224303 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1224566.000000 Penalty: 4592.623535
	Iteration 5Q: 3 clusters Score -1224566 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1224819.750000 Penalty: 4592.623535
	Iteration 6Q: 3 clusters Score -1224820 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1225071.375000 Penalty: 4592.623535
	Iteration 7Q: 3 clusters Score -1225071 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1225310.750000 Penalty: 4592.623535
	Iteration 8Q: 3 clusters Score -1225311 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1225544.250000 Penalty: 4592.623535
	Iteration 9Q: 3 clusters Score -1225544 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1225780.375000 Penalty: 4592.623535
	Iteration 10Q: 3 clusters Score -1225780 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1226026.875000 Penalty: 4592.623535
	Iteration 11Q: 3 clusters Score -1226027 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1226255.250000 Penalty: 4592.623535
	Iteration 12Q: 3 clusters Score -1226255 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1226448.000000 Penalty: 4592.623535
	Iteration 13Q: 3 clusters Score -1226448 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1226598.250000 Penalty: 4592.623535
	Iteration 14Q: 3 clusters Score -1226598 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1226722.000000 Penalty: 4592.623535
	Iteration 15Q: 3 clusters Score -1226722 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1226818.625000 Penalty: 4592.623535
	Iteration 16Q: 3 clusters Score -1226819 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1226873.250000 Penalty: 4592.623535
	Iteration 17Q: 3 clusters Score -1226873 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1226920.375000 Penalty: 4592.623535
	Iteration 18Q: 3 clusters Score -1226920 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1226957.625000 Penalty: 4592.623535
	Iteration 19Q: 3 clusters Score -1226958 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1226990.375000 Penalty: 4592.623535
	Iteration 20F: 3 clusters Score -1226990 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1227005.875000 Penalty: 4592.623535
	Iteration 21Q: 3 clusters Score -1227006 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1227020.625000 Penalty: 4592.623535
	Iteration 22Q: 3 clusters Score -1227021 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1227028.250000 Penalty: 4592.623535
	Iteration 23Q: 3 clusters Score -1227028 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1227038.125000 Penalty: 4592.623535
	Iteration 24Q: 3 clusters Score -1227038 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1227046.625000 Penalty: 4592.623535
	Iteration 25Q: 3 clusters Score -1227047 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1227057.875000 Penalty: 4592.623535
	Iteration 26Q: 3 clusters Score -1227058 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1227067.500000 Penalty: 4592.623535
	Iteration 27Q: 3 clusters Score -1227068 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1227077.875000 Penalty: 4592.623535
	Iteration 28Q: 3 clusters Score -1227078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1227088.125000 Penalty: 4592.623535
	Iteration 29Q: 3 clusters Score -1227088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1227095.500000 Penalty: 4592.623535
	Iteration 30Q: 3 clusters Score -1227096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1227107.375000 Penalty: 4592.623535
	Iteration 31Q: 3 clusters Score -1227107 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1227109.125000 Penalty: 4592.623535
	Iteration 32Q: 3 clusters Score -1227109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1227113.375000 Penalty: 4592.623535
	Iteration 33Q: 3 clusters Score -1227113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1227120.375000 Penalty: 4592.623535
	Iteration 34Q: 3 clusters Score -1227120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1227123.875000 Penalty: 4592.623535
	Iteration 35Q: 3 clusters Score -1227124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1227125.625000 Penalty: 4592.623535
	Iteration 36Q: 3 clusters Score -1227126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1227129.625000 Penalty: 4592.623535
	Iteration 37Q: 3 clusters Score -1227130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1227130.500000 Penalty: 4592.623535
	Iteration 38Q: 3 clusters Score -1227130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1227133.500000 Penalty: 4592.623535
	Iteration 39Q: 3 clusters Score -1227134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1227133.625000 Penalty: 4592.623535
	Iteration 40F: 3 clusters Score -1227134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1227133.500000 Penalty: 4592.623535
	Iteration 41Q: 3 clusters Score -1227134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1227136.125000 Penalty: 4592.623535
	Iteration 42Q: 3 clusters Score -1227136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1227138.250000 Penalty: 4592.623535
	Iteration 43Q: 3 clusters Score -1227138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1227142.625000 Penalty: 4592.623535
	Iteration 44Q: 3 clusters Score -1227143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1227144.375000 Penalty: 4592.623535
	Iteration 45Q: 3 clusters Score -1227144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1227147.125000 Penalty: 4592.623535
	Iteration 46Q: 3 clusters Score -1227147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1227151.000000 Penalty: 4592.623535
	Iteration 47Q: 3 clusters Score -1227151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1227152.250000 Penalty: 4592.623535
	Iteration 48Q: 3 clusters Score -1227152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1227152.125000 Penalty: 4592.623535
	Iteration 49Q: 3 clusters Score -1227152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1227152.875000 Penalty: 4592.623535
	Iteration 50Q: 3 clusters Score -1227153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1227152.750000 Penalty: 4592.623535
	Iteration 51Q: 3 clusters Score -1227153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1227157.000000 Penalty: 4592.623535
	Iteration 52Q: 3 clusters Score -1227157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1227159.125000 Penalty: 4592.623535
	Iteration 53Q: 3 clusters Score -1227159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1227160.125000 Penalty: 4592.623535
	Iteration 54Q: 3 clusters Score -1227160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1227159.750000 Penalty: 4592.623535
	Iteration 55Q: 3 clusters Score -1227160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1227159.750000 Penalty: 4592.623535
	Iteration 56F: 3 clusters Score -1227160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (57335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57335 members 
Entering Unmasked Estep 
Score: -7002539.000000 Penalty: 2717.253418
	Iteration 0F: 2 clusters Score -7002539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -6964123.500000 Penalty: 5434.506836
	Iteration 0F: 3 clusters Score -6964124 nChanged 26582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -6978873.500000 Penalty: 5434.506836
	Iteration 1F: 3 clusters Score -6978874 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -6979415.000000 Penalty: 5434.506836
	Iteration 2Q: 3 clusters Score -6979415 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -6979978.000000 Penalty: 5434.506836
	Iteration 3Q: 3 clusters Score -6979978 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -6980654.500000 Penalty: 5434.506836
	Iteration 4Q: 3 clusters Score -6980654 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33154 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -6981500.000000 Penalty: 5434.506836
	Iteration 5Q: 3 clusters Score -6981500 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35014 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -6982719.000000 Penalty: 5434.506836
	Iteration 6Q: 3 clusters Score -6982719 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37490 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -6984608.000000 Penalty: 5434.506836
	Iteration 7F: 3 clusters Score -6984608 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40435 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -6987057.000000 Penalty: 5434.506836
	Iteration 8F: 3 clusters Score -6987057 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43794 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -6989937.500000 Penalty: 5434.506836
	Iteration 9F: 3 clusters Score -6989938 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47150 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -6992858.000000 Penalty: 5434.506836
	Iteration 10F: 3 clusters Score -6992858 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49993 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -6995265.000000 Penalty: 5434.506836
	Iteration 11F: 3 clusters Score -6995265 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52212 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -6997017.000000 Penalty: 5434.506836
	Iteration 12Q: 3 clusters Score -6997017 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53776 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -6998273.000000 Penalty: 5434.506836
	Iteration 13Q: 3 clusters Score -6998273 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54813 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -6999062.000000 Penalty: 5434.506836
	Iteration 14Q: 3 clusters Score -6999062 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55443 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -6999486.000000 Penalty: 5434.506836
	Iteration 15Q: 3 clusters Score -6999486 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55823 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -6999793.000000 Penalty: 5434.506836
	Iteration 16Q: 3 clusters Score -6999793 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56054 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -6999981.500000 Penalty: 5434.506836
	Iteration 17Q: 3 clusters Score -6999982 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56217 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -7000066.500000 Penalty: 5434.506836
	Iteration 18Q: 3 clusters Score -7000066 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56326 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -7000132.500000 Penalty: 5434.506836
	Iteration 19Q: 3 clusters Score -7000132 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56399 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -7000176.500000 Penalty: 5434.506836
	Iteration 20F: 3 clusters Score -7000176 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56457 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -7000207.000000 Penalty: 5434.506836
	Iteration 21Q: 3 clusters Score -7000207 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56500 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -7000234.500000 Penalty: 5434.506836
	Iteration 22Q: 3 clusters Score -7000234 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56530 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -7000254.500000 Penalty: 5434.506836
	Iteration 23Q: 3 clusters Score -7000254 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56551 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -7000269.500000 Penalty: 5434.506836
	Iteration 24Q: 3 clusters Score -7000270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56559 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -7000270.000000 Penalty: 5434.506836
	Iteration 25Q: 3 clusters Score -7000270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56564 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -7000280.000000 Penalty: 5434.506836
	Iteration 26Q: 3 clusters Score -7000280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56572 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -7000281.000000 Penalty: 5434.506836
	Iteration 27Q: 3 clusters Score -7000281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56577 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -7000287.000000 Penalty: 5434.506836
	Iteration 28Q: 3 clusters Score -7000287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56582 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -7000284.000000 Penalty: 5434.506836
	Iteration 29Q: 3 clusters Score -7000284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56587 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -7000282.500000 Penalty: 5434.506836
	Iteration 30Q: 3 clusters Score -7000282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56591 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -7000284.500000 Penalty: 5434.506836
	Iteration 31Q: 3 clusters Score -7000284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56596 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -7000294.000000 Penalty: 5434.506836
	Iteration 32Q: 3 clusters Score -7000294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56600 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -7000297.500000 Penalty: 5434.506836
	Iteration 33Q: 3 clusters Score -7000298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56602 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -7000300.000000 Penalty: 5434.506836
	Iteration 34Q: 3 clusters Score -7000300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56601 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -7000304.500000 Penalty: 5434.506836
	Iteration 35Q: 3 clusters Score -7000304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56605 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -7000303.000000 Penalty: 5434.506836
	Iteration 36Q: 3 clusters Score -7000303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56608 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -7000297.000000 Penalty: 5434.506836
	Iteration 37Q: 3 clusters Score -7000297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56610 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -7000312.000000 Penalty: 5434.506836
	Iteration 38Q: 3 clusters Score -7000312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56611 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -7000308.500000 Penalty: 5434.506836
	Iteration 39Q: 3 clusters Score -7000308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56617 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -7000320.500000 Penalty: 5434.506836
	Iteration 40F: 3 clusters Score -7000320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56625 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -7000324.000000 Penalty: 5434.506836
	Iteration 41Q: 3 clusters Score -7000324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56633 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -7000327.500000 Penalty: 5434.506836
	Iteration 42Q: 3 clusters Score -7000328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56642 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -7000328.500000 Penalty: 5434.506836
	Iteration 43Q: 3 clusters Score -7000328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56650 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -7000338.500000 Penalty: 5434.506836
	Iteration 44Q: 3 clusters Score -7000338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56660 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -7000338.000000 Penalty: 5434.506836
	Iteration 45Q: 3 clusters Score -7000338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56662 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -7000344.500000 Penalty: 5434.506836
	Iteration 46Q: 3 clusters Score -7000344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56661 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -7000345.000000 Penalty: 5434.506836
	Iteration 47Q: 3 clusters Score -7000345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56660 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -7000341.000000 Penalty: 5434.506836
	Iteration 48Q: 3 clusters Score -7000341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56661 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -7000345.000000 Penalty: 5434.506836
	Iteration 49Q: 3 clusters Score -7000345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56661 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -7000345.000000 Penalty: 5434.506836
	Iteration 50F: 3 clusters Score -7000345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Entering Unmasked Estep 
Score: -1107655.250000 Penalty: 2265.258545
	Iteration 0F: 2 clusters Score -1107655 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 4644 members 
Entering Unmasked Estep 
Score: -1100450.500000 Penalty: 4530.517090
	Iteration 0F: 3 clusters Score -1100450 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1102674.250000 Penalty: 4530.517090
	Iteration 1F: 3 clusters Score -1102674 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1103236.375000 Penalty: 4530.517090
	Iteration 2F: 3 clusters Score -1103236 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1103968.250000 Penalty: 4530.517090
	Iteration 3F: 3 clusters Score -1103968 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1105087.250000 Penalty: 4530.517090
	Iteration 4F: 3 clusters Score -1105087 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1106073.500000 Penalty: 4530.517090
	Iteration 5F: 3 clusters Score -1106074 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1106654.125000 Penalty: 4530.517090
	Iteration 6F: 3 clusters Score -1106654 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1106943.875000 Penalty: 4530.517090
	Iteration 7Q: 3 clusters Score -1106944 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1107063.375000 Penalty: 4530.517090
	Iteration 8Q: 3 clusters Score -1107063 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1107122.375000 Penalty: 4530.517090
	Iteration 9Q: 3 clusters Score -1107122 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1107155.125000 Penalty: 4530.517090
	Iteration 10Q: 3 clusters Score -1107155 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1107171.500000 Penalty: 4530.517090
	Iteration 11Q: 3 clusters Score -1107172 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1107175.625000 Penalty: 4530.517090
	Iteration 12Q: 3 clusters Score -1107176 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1107180.750000 Penalty: 4530.517090
	Iteration 13Q: 3 clusters Score -1107181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1107180.875000 Penalty: 4530.517090
	Iteration 14Q: 3 clusters Score -1107181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1107185.250000 Penalty: 4530.517090
	Iteration 15Q: 3 clusters Score -1107185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1107185.375000 Penalty: 4530.517090
	Iteration 16Q: 3 clusters Score -1107185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1107188.625000 Penalty: 4530.517090
	Iteration 17Q: 3 clusters Score -1107189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1107189.000000 Penalty: 4530.517090
	Iteration 18Q: 3 clusters Score -1107189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1107188.625000 Penalty: 4530.517090
	Iteration 19Q: 3 clusters Score -1107189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1107191.000000 Penalty: 4530.517090
	Iteration 20F: 3 clusters Score -1107191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Entering Unmasked Estep 
Score: -463982.781250 Penalty: 2065.635498
	Iteration 0F: 2 clusters Score -463982.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -460040.187500 Penalty: 4131.270996
	Iteration 0F: 3 clusters Score -460040.2 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -461055.625000 Penalty: 4131.270996
	Iteration 1F: 3 clusters Score -461055.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -461301.875000 Penalty: 4131.270996
	Iteration 2F: 3 clusters Score -461301.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -461498.718750 Penalty: 4131.270996
	Iteration 3F: 3 clusters Score -461498.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -461677.156250 Penalty: 4131.270996
	Iteration 4Q: 3 clusters Score -461677.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -461898.625000 Penalty: 4131.270996
	Iteration 5Q: 3 clusters Score -461898.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -462165.656250 Penalty: 4131.270996
	Iteration 6F: 3 clusters Score -462165.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -462561.125000 Penalty: 4131.270996
	Iteration 7F: 3 clusters Score -462561.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -463017.906250 Penalty: 4131.270996
	Iteration 8F: 3 clusters Score -463017.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -463357.125000 Penalty: 4131.270996
	Iteration 9F: 3 clusters Score -463357.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -463577.000000 Penalty: 4131.270996
	Iteration 10Q: 3 clusters Score -463577 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -463725.750000 Penalty: 4131.270996
	Iteration 11Q: 3 clusters Score -463725.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -463851.000000 Penalty: 4131.270996
	Iteration 12Q: 3 clusters Score -463851 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -463897.875000 Penalty: 4131.270996
	Iteration 13Q: 3 clusters Score -463897.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -463921.687500 Penalty: 4131.270996
	Iteration 14Q: 3 clusters Score -463921.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -463932.281250 Penalty: 4131.270996
	Iteration 15Q: 3 clusters Score -463932.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -463947.000000 Penalty: 4131.270996
	Iteration 16Q: 3 clusters Score -463947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -463953.062500 Penalty: 4131.270996
	Iteration 17Q: 3 clusters Score -463953.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -463955.406250 Penalty: 4131.270996
	Iteration 18Q: 3 clusters Score -463955.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -463955.781250 Penalty: 4131.270996
	Iteration 19Q: 3 clusters Score -463955.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -463956.468750 Penalty: 4131.270996
	Iteration 20F: 3 clusters Score -463956.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Entering Unmasked Estep 
Score: -2082667.125000 Penalty: 2422.878174
	Iteration 0F: 2 clusters Score -2082667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -2070259.750000 Penalty: 4845.756348
	Iteration 0F: 3 clusters Score -2070260 nChanged 7678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -2074326.625000 Penalty: 4845.756348
	Iteration 1F: 3 clusters Score -2074327 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2074943.875000 Penalty: 4845.756348
	Iteration 2F: 3 clusters Score -2074944 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -2075601.375000 Penalty: 4845.756348
	Iteration 3F: 3 clusters Score -2075601 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -2076256.500000 Penalty: 4845.756348
	Iteration 4F: 3 clusters Score -2076256 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -2076962.000000 Penalty: 4845.756348
	Iteration 5F: 3 clusters Score -2076962 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -2077608.125000 Penalty: 4845.756348
	Iteration 6F: 3 clusters Score -2077608 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -2078044.125000 Penalty: 4845.756348
	Iteration 7F: 3 clusters Score -2078044 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -2078309.750000 Penalty: 4845.756348
	Iteration 8Q: 3 clusters Score -2078310 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -2078475.750000 Penalty: 4845.756348
	Iteration 9Q: 3 clusters Score -2078476 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -2078587.000000 Penalty: 4845.756348
	Iteration 10Q: 3 clusters Score -2078587 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -2078655.125000 Penalty: 4845.756348
	Iteration 11Q: 3 clusters Score -2078655 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -2078700.750000 Penalty: 4845.756348
	Iteration 12Q: 3 clusters Score -2078701 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -2078740.250000 Penalty: 4845.756348
	Iteration 13Q: 3 clusters Score -2078740 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -2078762.000000 Penalty: 4845.756348
	Iteration 14Q: 3 clusters Score -2078762 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -2078784.500000 Penalty: 4845.756348
	Iteration 15Q: 3 clusters Score -2078784 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -2078797.875000 Penalty: 4845.756348
	Iteration 16Q: 3 clusters Score -2078798 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -2078807.500000 Penalty: 4845.756348
	Iteration 17Q: 3 clusters Score -2078808 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -2078815.875000 Penalty: 4845.756348
	Iteration 18Q: 3 clusters Score -2078816 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -2078821.125000 Penalty: 4845.756348
	Iteration 19Q: 3 clusters Score -2078821 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -2078830.375000 Penalty: 4845.756348
	Iteration 20F: 3 clusters Score -2078830 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -2078838.750000 Penalty: 4845.756348
	Iteration 21Q: 3 clusters Score -2078839 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -2078836.375000 Penalty: 4845.756348
	Iteration 22Q: 3 clusters Score -2078836 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -2078836.375000 Penalty: 4845.756348
	Iteration 23Q: 3 clusters Score -2078836 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -2078848.500000 Penalty: 4845.756348
	Iteration 24Q: 3 clusters Score -2078848 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -2078847.750000 Penalty: 4845.756348
	Iteration 25Q: 3 clusters Score -2078848 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -2078867.250000 Penalty: 4845.756348
	Iteration 26Q: 3 clusters Score -2078867 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -2078867.875000 Penalty: 4845.756348
	Iteration 27Q: 3 clusters Score -2078868 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -2078872.750000 Penalty: 4845.756348
	Iteration 28Q: 3 clusters Score -2078873 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -2078877.125000 Penalty: 4845.756348
	Iteration 29Q: 3 clusters Score -2078877 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -2078889.125000 Penalty: 4845.756348
	Iteration 30Q: 3 clusters Score -2078889 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -2078896.875000 Penalty: 4845.756348
	Iteration 31Q: 3 clusters Score -2078897 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -2078905.375000 Penalty: 4845.756348
	Iteration 32Q: 3 clusters Score -2078905 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -2078909.125000 Penalty: 4845.756348
	Iteration 33Q: 3 clusters Score -2078909 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -2078918.000000 Penalty: 4845.756348
	Iteration 34Q: 3 clusters Score -2078918 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -2078918.125000 Penalty: 4845.756348
	Iteration 35Q: 3 clusters Score -2078918 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -2078917.375000 Penalty: 4845.756348
	Iteration 36Q: 3 clusters Score -2078917 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -2078930.750000 Penalty: 4845.756348
	Iteration 37Q: 3 clusters Score -2078931 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -2078941.000000 Penalty: 4845.756348
	Iteration 38Q: 3 clusters Score -2078941 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -2078962.500000 Penalty: 4845.756348
	Iteration 39Q: 3 clusters Score -2078962 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -2078977.750000 Penalty: 4845.756348
	Iteration 40F: 3 clusters Score -2078978 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -2078998.000000 Penalty: 4845.756348
	Iteration 41Q: 3 clusters Score -2078998 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -2079000.000000 Penalty: 4845.756348
	Iteration 42Q: 3 clusters Score -2079000 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -2079010.750000 Penalty: 4845.756348
	Iteration 43Q: 3 clusters Score -2079011 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -2079027.000000 Penalty: 4845.756348
	Iteration 44Q: 3 clusters Score -2079027 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -2079050.625000 Penalty: 4845.756348
	Iteration 45Q: 3 clusters Score -2079051 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -2079071.000000 Penalty: 4845.756348
	Iteration 46Q: 3 clusters Score -2079071 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -2079096.625000 Penalty: 4845.756348
	Iteration 47Q: 3 clusters Score -2079097 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -2079113.750000 Penalty: 4845.756348
	Iteration 48Q: 3 clusters Score -2079114 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -2079137.500000 Penalty: 4845.756348
	Iteration 49Q: 3 clusters Score -2079138 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -2079162.000000 Penalty: 4845.756348
	Iteration 50Q: 3 clusters Score -2079162 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -2079189.375000 Penalty: 4845.756348
	Iteration 51Q: 3 clusters Score -2079189 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -2079210.625000 Penalty: 4845.756348
	Iteration 52Q: 3 clusters Score -2079211 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -2079238.500000 Penalty: 4845.756348
	Iteration 53Q: 3 clusters Score -2079238 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -2079265.500000 Penalty: 4845.756348
	Iteration 54Q: 3 clusters Score -2079266 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -2079300.000000 Penalty: 4845.756348
	Iteration 55Q: 3 clusters Score -2079300 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -2079343.750000 Penalty: 4845.756348
	Iteration 56Q: 3 clusters Score -2079344 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -2079376.750000 Penalty: 4845.756348
	Iteration 57Q: 3 clusters Score -2079377 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -2079404.125000 Penalty: 4845.756348
	Iteration 58Q: 3 clusters Score -2079404 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -2079442.875000 Penalty: 4845.756348
	Iteration 59Q: 3 clusters Score -2079443 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -2079490.125000 Penalty: 4845.756348
	Iteration 60F: 3 clusters Score -2079490 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -2079538.250000 Penalty: 4845.756348
	Iteration 61Q: 3 clusters Score -2079538 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -2079574.750000 Penalty: 4845.756348
	Iteration 62Q: 3 clusters Score -2079575 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -2079620.625000 Penalty: 4845.756348
	Iteration 63Q: 3 clusters Score -2079621 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -2079671.000000 Penalty: 4845.756348
	Iteration 64Q: 3 clusters Score -2079671 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -2079714.375000 Penalty: 4845.756348
	Iteration 65Q: 3 clusters Score -2079714 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -2079781.375000 Penalty: 4845.756348
	Iteration 66Q: 3 clusters Score -2079781 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -2079851.125000 Penalty: 4845.756348
	Iteration 67Q: 3 clusters Score -2079851 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -2079918.250000 Penalty: 4845.756348
	Iteration 68Q: 3 clusters Score -2079918 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -2079994.125000 Penalty: 4845.756348
	Iteration 69Q: 3 clusters Score -2079994 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -2080076.375000 Penalty: 4845.756348
	Iteration 70Q: 3 clusters Score -2080076 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -2080157.375000 Penalty: 4845.756348
	Iteration 71Q: 3 clusters Score -2080157 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -2080223.875000 Penalty: 4845.756348
	Iteration 72Q: 3 clusters Score -2080224 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -2080277.500000 Penalty: 4845.756348
	Iteration 73Q: 3 clusters Score -2080278 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -2080319.125000 Penalty: 4845.756348
	Iteration 74Q: 3 clusters Score -2080319 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -2080370.625000 Penalty: 4845.756348
	Iteration 75Q: 3 clusters Score -2080371 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -2080424.375000 Penalty: 4845.756348
	Iteration 76Q: 3 clusters Score -2080424 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -2080462.500000 Penalty: 4845.756348
	Iteration 77Q: 3 clusters Score -2080462 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -2080494.250000 Penalty: 4845.756348
	Iteration 78Q: 3 clusters Score -2080494 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -2080525.375000 Penalty: 4845.756348
	Iteration 79Q: 3 clusters Score -2080525 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -2080548.625000 Penalty: 4845.756348
	Iteration 80F: 3 clusters Score -2080549 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -2080566.500000 Penalty: 4845.756348
	Iteration 81Q: 3 clusters Score -2080566 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -2080576.125000 Penalty: 4845.756348
	Iteration 82Q: 3 clusters Score -2080576 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -2080584.250000 Penalty: 4845.756348
	Iteration 83Q: 3 clusters Score -2080584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -2080592.750000 Penalty: 4845.756348
	Iteration 84Q: 3 clusters Score -2080593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -2080599.625000 Penalty: 4845.756348
	Iteration 85Q: 3 clusters Score -2080600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -2080599.000000 Penalty: 4845.756348
	Iteration 86Q: 3 clusters Score -2080599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -2080603.125000 Penalty: 4845.756348
	Iteration 87Q: 3 clusters Score -2080603 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -2080608.375000 Penalty: 4845.756348
	Iteration 88Q: 3 clusters Score -2080608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -2080614.625000 Penalty: 4845.756348
	Iteration 89Q: 3 clusters Score -2080615 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -2080625.125000 Penalty: 4845.756348
	Iteration 90Q: 3 clusters Score -2080625 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -2080628.875000 Penalty: 4845.756348
	Iteration 91Q: 3 clusters Score -2080629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -2080630.125000 Penalty: 4845.756348
	Iteration 92Q: 3 clusters Score -2080630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -2080631.625000 Penalty: 4845.756348
	Iteration 93Q: 3 clusters Score -2080632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -2080633.250000 Penalty: 4845.756348
	Iteration 94Q: 3 clusters Score -2080633 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -2080635.375000 Penalty: 4845.756348
	Iteration 95Q: 3 clusters Score -2080635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -2080632.125000 Penalty: 4845.756348
	Iteration 96Q: 3 clusters Score -2080632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -2080634.250000 Penalty: 4845.756348
	Iteration 97Q: 3 clusters Score -2080634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -2080633.250000 Penalty: 4845.756348
	Iteration 98Q: 3 clusters Score -2080633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -2080635.250000 Penalty: 4845.756348
	Iteration 99Q: 3 clusters Score -2080635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -2080635.875000 Penalty: 4845.756348
	Iteration 100F: 3 clusters Score -2080636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -2080635.500000 Penalty: 4845.756348
	Iteration 101Q: 3 clusters Score -2080636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -2080639.375000 Penalty: 4845.756348
	Iteration 102Q: 3 clusters Score -2080639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -2080644.625000 Penalty: 4845.756348
	Iteration 103Q: 3 clusters Score -2080645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -2080651.250000 Penalty: 4845.756348
	Iteration 104Q: 3 clusters Score -2080651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -2080652.125000 Penalty: 4845.756348
	Iteration 105Q: 3 clusters Score -2080652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -2080653.500000 Penalty: 4845.756348
	Iteration 106Q: 3 clusters Score -2080654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -2080656.250000 Penalty: 4845.756348
	Iteration 107Q: 3 clusters Score -2080656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -2080663.625000 Penalty: 4845.756348
	Iteration 108Q: 3 clusters Score -2080664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -2080668.875000 Penalty: 4845.756348
	Iteration 109Q: 3 clusters Score -2080669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -2080668.750000 Penalty: 4845.756348
	Iteration 110Q: 3 clusters Score -2080669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -2080670.250000 Penalty: 4845.756348
	Iteration 111Q: 3 clusters Score -2080670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -2080671.625000 Penalty: 4845.756348
	Iteration 112Q: 3 clusters Score -2080672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -2080674.125000 Penalty: 4845.756348
	Iteration 113Q: 3 clusters Score -2080674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -2080676.625000 Penalty: 4845.756348
	Iteration 114Q: 3 clusters Score -2080677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -2080674.375000 Penalty: 4845.756348
	Iteration 115Q: 3 clusters Score -2080674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -2080677.125000 Penalty: 4845.756348
	Iteration 116Q: 3 clusters Score -2080677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -2080675.375000 Penalty: 4845.756348
	Iteration 117Q: 3 clusters Score -2080675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -2080675.375000 Penalty: 4845.756348
	Iteration 118F: 3 clusters Score -2080675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Entering Unmasked Estep 
Score: -1771299.500000 Penalty: 2383.974609
	Iteration 0F: 2 clusters Score -1771300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1760528.375000 Penalty: 4767.949219
	Iteration 0F: 3 clusters Score -1760528 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1764096.875000 Penalty: 4767.949219
	Iteration 1F: 3 clusters Score -1764097 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1764802.875000 Penalty: 4767.949219
	Iteration 2F: 3 clusters Score -1764803 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1765685.625000 Penalty: 4767.949219
	Iteration 3F: 3 clusters Score -1765686 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1766687.750000 Penalty: 4767.949219
	Iteration 4F: 3 clusters Score -1766688 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1767469.875000 Penalty: 4767.949219
	Iteration 5F: 3 clusters Score -1767470 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1767941.500000 Penalty: 4767.949219
	Iteration 6F: 3 clusters Score -1767942 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1768207.750000 Penalty: 4767.949219
	Iteration 7Q: 3 clusters Score -1768208 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -1768364.625000 Penalty: 4767.949219
	Iteration 8Q: 3 clusters Score -1768365 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1768478.750000 Penalty: 4767.949219
	Iteration 9Q: 3 clusters Score -1768479 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1768558.875000 Penalty: 4767.949219
	Iteration 10Q: 3 clusters Score -1768559 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1768613.500000 Penalty: 4767.949219
	Iteration 11Q: 3 clusters Score -1768614 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1768672.750000 Penalty: 4767.949219
	Iteration 12Q: 3 clusters Score -1768673 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -1768713.000000 Penalty: 4767.949219
	Iteration 13Q: 3 clusters Score -1768713 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1768751.625000 Penalty: 4767.949219
	Iteration 14Q: 3 clusters Score -1768752 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1768801.875000 Penalty: 4767.949219
	Iteration 15Q: 3 clusters Score -1768802 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1768843.875000 Penalty: 4767.949219
	Iteration 16Q: 3 clusters Score -1768844 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -1768889.625000 Penalty: 4767.949219
	Iteration 17Q: 3 clusters Score -1768890 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1768929.750000 Penalty: 4767.949219
	Iteration 18Q: 3 clusters Score -1768930 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1768966.125000 Penalty: 4767.949219
	Iteration 19Q: 3 clusters Score -1768966 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -1769015.750000 Penalty: 4767.949219
	Iteration 20F: 3 clusters Score -1769016 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -1769043.500000 Penalty: 4767.949219
	Iteration 21Q: 3 clusters Score -1769044 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -1769062.000000 Penalty: 4767.949219
	Iteration 22Q: 3 clusters Score -1769062 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -1769089.000000 Penalty: 4767.949219
	Iteration 23Q: 3 clusters Score -1769089 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1769123.500000 Penalty: 4767.949219
	Iteration 24Q: 3 clusters Score -1769124 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -1769154.625000 Penalty: 4767.949219
	Iteration 25Q: 3 clusters Score -1769155 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -1769196.250000 Penalty: 4767.949219
	Iteration 26Q: 3 clusters Score -1769196 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -1769216.875000 Penalty: 4767.949219
	Iteration 27Q: 3 clusters Score -1769217 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -1769250.000000 Penalty: 4767.949219
	Iteration 28Q: 3 clusters Score -1769250 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -1769275.625000 Penalty: 4767.949219
	Iteration 29Q: 3 clusters Score -1769276 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -1769298.000000 Penalty: 4767.949219
	Iteration 30Q: 3 clusters Score -1769298 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -1769318.750000 Penalty: 4767.949219
	Iteration 31Q: 3 clusters Score -1769319 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -1769335.250000 Penalty: 4767.949219
	Iteration 32Q: 3 clusters Score -1769335 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -1769345.000000 Penalty: 4767.949219
	Iteration 33Q: 3 clusters Score -1769345 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -1769359.375000 Penalty: 4767.949219
	Iteration 34Q: 3 clusters Score -1769359 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -1769368.000000 Penalty: 4767.949219
	Iteration 35Q: 3 clusters Score -1769368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -1769369.125000 Penalty: 4767.949219
	Iteration 36Q: 3 clusters Score -1769369 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -1769375.750000 Penalty: 4767.949219
	Iteration 37Q: 3 clusters Score -1769376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -1769384.625000 Penalty: 4767.949219
	Iteration 38Q: 3 clusters Score -1769385 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -1769392.375000 Penalty: 4767.949219
	Iteration 39Q: 3 clusters Score -1769392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -1769397.500000 Penalty: 4767.949219
	Iteration 40F: 3 clusters Score -1769398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -1769402.000000 Penalty: 4767.949219
	Iteration 41Q: 3 clusters Score -1769402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -1769403.750000 Penalty: 4767.949219
	Iteration 42Q: 3 clusters Score -1769404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -1769405.375000 Penalty: 4767.949219
	Iteration 43Q: 3 clusters Score -1769405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -1769409.125000 Penalty: 4767.949219
	Iteration 44Q: 3 clusters Score -1769409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -1769409.875000 Penalty: 4767.949219
	Iteration 45Q: 3 clusters Score -1769410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -1769411.375000 Penalty: 4767.949219
	Iteration 46Q: 3 clusters Score -1769411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -1769410.875000 Penalty: 4767.949219
	Iteration 47Q: 3 clusters Score -1769411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -1769413.000000 Penalty: 4767.949219
	Iteration 48Q: 3 clusters Score -1769413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -1769418.000000 Penalty: 4767.949219
	Iteration 49Q: 3 clusters Score -1769418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -1769419.750000 Penalty: 4767.949219
	Iteration 50Q: 3 clusters Score -1769420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -1769420.750000 Penalty: 4767.949219
	Iteration 51Q: 3 clusters Score -1769421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -1769420.750000 Penalty: 4767.949219
	Iteration 52F: 3 clusters Score -1769421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (126287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126287 members 
Entering Unmasked Estep 
Score: -15382524.000000 Penalty: 2913.085449
	Iteration 0F: 2 clusters Score -1.538252e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63174 members 
Mstep: Class 2 contains 63113 members 
Entering Unmasked Estep 
Score: -15297978.000000 Penalty: 5826.170898
	Iteration 0F: 3 clusters Score -1.529798e+07 nChanged 60045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63647 members 
Mstep: Class 2 contains 62640 members 
Entering Unmasked Estep 
Score: -15332626.000000 Penalty: 5826.170898
	Iteration 1F: 3 clusters Score -1.533263e+07 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63739 members 
Mstep: Class 2 contains 62548 members 
Entering Unmasked Estep 
Score: -15333486.000000 Penalty: 5826.170898
	Iteration 2Q: 3 clusters Score -1.533349e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63926 members 
Mstep: Class 2 contains 62361 members 
Entering Unmasked Estep 
Score: -15334469.000000 Penalty: 5826.170898
	Iteration 3Q: 3 clusters Score -1.533447e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64243 members 
Mstep: Class 2 contains 62044 members 
Entering Unmasked Estep 
Score: -15335849.000000 Penalty: 5826.170898
	Iteration 4Q: 3 clusters Score -1.533585e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64763 members 
Mstep: Class 2 contains 61524 members 
Entering Unmasked Estep 
Score: -15337504.000000 Penalty: 5826.170898
	Iteration 5Q: 3 clusters Score -1.53375e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65480 members 
Mstep: Class 2 contains 60807 members 
Entering Unmasked Estep 
Score: -15339602.000000 Penalty: 5826.170898
	Iteration 6Q: 3 clusters Score -1.53396e+07 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66604 members 
Mstep: Class 2 contains 59683 members 
Entering Unmasked Estep 
Score: -15342408.000000 Penalty: 5826.170898
	Iteration 7Q: 3 clusters Score -1.534241e+07 nChanged 6484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68110 members 
Mstep: Class 2 contains 58177 members 
Entering Unmasked Estep 
Score: -15346123.000000 Penalty: 5826.170898
	Iteration 8F: 3 clusters Score -1.534612e+07 nChanged 7361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69839 members 
Mstep: Class 2 contains 56448 members 
Entering Unmasked Estep 
Score: -15351238.000000 Penalty: 5826.170898
	Iteration 9F: 3 clusters Score -1.535124e+07 nChanged 7478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71367 members 
Mstep: Class 2 contains 54920 members 
Entering Unmasked Estep 
Score: -15356615.000000 Penalty: 5826.170898
	Iteration 10F: 3 clusters Score -1.535662e+07 nChanged 6628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72443 members 
Mstep: Class 2 contains 53844 members 
Entering Unmasked Estep 
Score: -15360228.000000 Penalty: 5826.170898
	Iteration 11F: 3 clusters Score -1.536023e+07 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73231 members 
Mstep: Class 2 contains 53056 members 
Entering Unmasked Estep 
Score: -15362028.000000 Penalty: 5826.170898
	Iteration 12Q: 3 clusters Score -1.536203e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73974 members 
Mstep: Class 2 contains 52313 members 
Entering Unmasked Estep 
Score: -15362982.000000 Penalty: 5826.170898
	Iteration 13Q: 3 clusters Score -1.536298e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74810 members 
Mstep: Class 2 contains 51477 members 
Entering Unmasked Estep 
Score: -15363627.000000 Penalty: 5826.170898
	Iteration 14Q: 3 clusters Score -1.536363e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75661 members 
Mstep: Class 2 contains 50626 members 
Entering Unmasked Estep 
Score: -15364304.000000 Penalty: 5826.170898
	Iteration 15Q: 3 clusters Score -1.53643e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76439 members 
Mstep: Class 2 contains 49848 members 
Entering Unmasked Estep 
Score: -15364847.000000 Penalty: 5826.170898
	Iteration 16Q: 3 clusters Score -1.536485e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77157 members 
Mstep: Class 2 contains 49130 members 
Entering Unmasked Estep 
Score: -15365464.000000 Penalty: 5826.170898
	Iteration 17Q: 3 clusters Score -1.536546e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77862 members 
Mstep: Class 2 contains 48425 members 
Entering Unmasked Estep 
Score: -15366075.000000 Penalty: 5826.170898
	Iteration 18Q: 3 clusters Score -1.536608e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78495 members 
Mstep: Class 2 contains 47792 members 
Entering Unmasked Estep 
Score: -15366574.000000 Penalty: 5826.170898
	Iteration 19Q: 3 clusters Score -1.536657e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79029 members 
Mstep: Class 2 contains 47258 members 
Entering Unmasked Estep 
Score: -15367005.000000 Penalty: 5826.170898
	Iteration 20F: 3 clusters Score -1.5367e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79497 members 
Mstep: Class 2 contains 46790 members 
Entering Unmasked Estep 
Score: -15367252.000000 Penalty: 5826.170898
	Iteration 21Q: 3 clusters Score -1.536725e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79944 members 
Mstep: Class 2 contains 46343 members 
Entering Unmasked Estep 
Score: -15367521.000000 Penalty: 5826.170898
	Iteration 22Q: 3 clusters Score -1.536752e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80310 members 
Mstep: Class 2 contains 45977 members 
Entering Unmasked Estep 
Score: -15367759.000000 Penalty: 5826.170898
	Iteration 23Q: 3 clusters Score -1.536776e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80615 members 
Mstep: Class 2 contains 45672 members 
Entering Unmasked Estep 
Score: -15367914.000000 Penalty: 5826.170898
	Iteration 24Q: 3 clusters Score -1.536791e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80896 members 
Mstep: Class 2 contains 45391 members 
Entering Unmasked Estep 
Score: -15368094.000000 Penalty: 5826.170898
	Iteration 25Q: 3 clusters Score -1.536809e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81106 members 
Mstep: Class 2 contains 45181 members 
Entering Unmasked Estep 
Score: -15368254.000000 Penalty: 5826.170898
	Iteration 26Q: 3 clusters Score -1.536825e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81291 members 
Mstep: Class 2 contains 44996 members 
Entering Unmasked Estep 
Score: -15368344.000000 Penalty: 5826.170898
	Iteration 27Q: 3 clusters Score -1.536834e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81466 members 
Mstep: Class 2 contains 44821 members 
Entering Unmasked Estep 
Score: -15368401.000000 Penalty: 5826.170898
	Iteration 28Q: 3 clusters Score -1.53684e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81611 members 
Mstep: Class 2 contains 44676 members 
Entering Unmasked Estep 
Score: -15368516.000000 Penalty: 5826.170898
	Iteration 29Q: 3 clusters Score -1.536852e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81747 members 
Mstep: Class 2 contains 44540 members 
Entering Unmasked Estep 
Score: -15368601.000000 Penalty: 5826.170898
	Iteration 30Q: 3 clusters Score -1.53686e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81874 members 
Mstep: Class 2 contains 44413 members 
Entering Unmasked Estep 
Score: -15368688.000000 Penalty: 5826.170898
	Iteration 31Q: 3 clusters Score -1.536869e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81995 members 
Mstep: Class 2 contains 44292 members 
Entering Unmasked Estep 
Score: -15368763.000000 Penalty: 5826.170898
	Iteration 32Q: 3 clusters Score -1.536876e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82092 members 
Mstep: Class 2 contains 44195 members 
Entering Unmasked Estep 
Score: -15368840.000000 Penalty: 5826.170898
	Iteration 33Q: 3 clusters Score -1.536884e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82133 members 
Mstep: Class 2 contains 44154 members 
Entering Unmasked Estep 
Score: -15368895.000000 Penalty: 5826.170898
	Iteration 34Q: 3 clusters Score -1.53689e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82149 members 
Mstep: Class 2 contains 44138 members 
Entering Unmasked Estep 
Score: -15368910.000000 Penalty: 5826.170898
	Iteration 35Q: 3 clusters Score -1.536891e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82149 members 
Mstep: Class 2 contains 44138 members 
Entering Unmasked Estep 
Score: -15368957.000000 Penalty: 5826.170898
	Iteration 36Q: 3 clusters Score -1.536896e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82134 members 
Mstep: Class 2 contains 44153 members 
Entering Unmasked Estep 
Score: -15369007.000000 Penalty: 5826.170898
	Iteration 37Q: 3 clusters Score -1.536901e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82118 members 
Mstep: Class 2 contains 44169 members 
Entering Unmasked Estep 
Score: -15369031.000000 Penalty: 5826.170898
	Iteration 38Q: 3 clusters Score -1.536903e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82048 members 
Mstep: Class 2 contains 44239 members 
Entering Unmasked Estep 
Score: -15369046.000000 Penalty: 5826.170898
	Iteration 39Q: 3 clusters Score -1.536905e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81962 members 
Mstep: Class 2 contains 44325 members 
Entering Unmasked Estep 
Score: -15369043.000000 Penalty: 5826.170898
	Iteration 40F: 3 clusters Score -1.536904e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81852 members 
Mstep: Class 2 contains 44435 members 
Entering Unmasked Estep 
Score: -15369037.000000 Penalty: 5826.170898
	Iteration 41Q: 3 clusters Score -1.536904e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81694 members 
Mstep: Class 2 contains 44593 members 
Entering Unmasked Estep 
Score: -15369066.000000 Penalty: 5826.170898
	Iteration 42Q: 3 clusters Score -1.536907e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81546 members 
Mstep: Class 2 contains 44741 members 
Entering Unmasked Estep 
Score: -15369070.000000 Penalty: 5826.170898
	Iteration 43Q: 3 clusters Score -1.536907e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81370 members 
Mstep: Class 2 contains 44917 members 
Entering Unmasked Estep 
Score: -15369075.000000 Penalty: 5826.170898
	Iteration 44Q: 3 clusters Score -1.536908e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81132 members 
Mstep: Class 2 contains 45155 members 
Entering Unmasked Estep 
Score: -15369146.000000 Penalty: 5826.170898
	Iteration 45Q: 3 clusters Score -1.536915e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80878 members 
Mstep: Class 2 contains 45409 members 
Entering Unmasked Estep 
Score: -15369185.000000 Penalty: 5826.170898
	Iteration 46Q: 3 clusters Score -1.536918e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80606 members 
Mstep: Class 2 contains 45681 members 
Entering Unmasked Estep 
Score: -15369191.000000 Penalty: 5826.170898
	Iteration 47Q: 3 clusters Score -1.536919e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80292 members 
Mstep: Class 2 contains 45995 members 
Entering Unmasked Estep 
Score: -15369234.000000 Penalty: 5826.170898
	Iteration 48Q: 3 clusters Score -1.536923e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79945 members 
Mstep: Class 2 contains 46342 members 
Entering Unmasked Estep 
Score: -15369232.000000 Penalty: 5826.170898
	Iteration 49Q: 3 clusters Score -1.536923e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79592 members 
Mstep: Class 2 contains 46695 members 
Entering Unmasked Estep 
Score: -15369266.000000 Penalty: 5826.170898
	Iteration 50Q: 3 clusters Score -1.536927e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79165 members 
Mstep: Class 2 contains 47122 members 
Entering Unmasked Estep 
Score: -15369283.000000 Penalty: 5826.170898
	Iteration 51Q: 3 clusters Score -1.536928e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78686 members 
Mstep: Class 2 contains 47601 members 
Entering Unmasked Estep 
Score: -15369325.000000 Penalty: 5826.170898
	Iteration 52Q: 3 clusters Score -1.536932e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78148 members 
Mstep: Class 2 contains 48139 members 
Entering Unmasked Estep 
Score: -15369328.000000 Penalty: 5826.170898
	Iteration 53Q: 3 clusters Score -1.536933e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77544 members 
Mstep: Class 2 contains 48743 members 
Entering Unmasked Estep 
Score: -15369433.000000 Penalty: 5826.170898
	Iteration 54Q: 3 clusters Score -1.536943e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76912 members 
Mstep: Class 2 contains 49375 members 
Entering Unmasked Estep 
Score: -15369540.000000 Penalty: 5826.170898
	Iteration 55Q: 3 clusters Score -1.536954e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76236 members 
Mstep: Class 2 contains 50051 members 
Entering Unmasked Estep 
Score: -15369573.000000 Penalty: 5826.170898
	Iteration 56Q: 3 clusters Score -1.536957e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75404 members 
Mstep: Class 2 contains 50883 members 
Entering Unmasked Estep 
Score: -15369697.000000 Penalty: 5826.170898
	Iteration 57Q: 3 clusters Score -1.53697e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74449 members 
Mstep: Class 2 contains 51838 members 
Entering Unmasked Estep 
Score: -15369921.000000 Penalty: 5826.170898
	Iteration 58Q: 3 clusters Score -1.536992e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73404 members 
Mstep: Class 2 contains 52883 members 
Entering Unmasked Estep 
Score: -15370138.000000 Penalty: 5826.170898
	Iteration 59Q: 3 clusters Score -1.537014e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72261 members 
Mstep: Class 2 contains 54026 members 
Entering Unmasked Estep 
Score: -15370364.000000 Penalty: 5826.170898
	Iteration 60F: 3 clusters Score -1.537036e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71026 members 
Mstep: Class 2 contains 55261 members 
Entering Unmasked Estep 
Score: -15370590.000000 Penalty: 5826.170898
	Iteration 61Q: 3 clusters Score -1.537059e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69765 members 
Mstep: Class 2 contains 56522 members 
Entering Unmasked Estep 
Score: -15370981.000000 Penalty: 5826.170898
	Iteration 62Q: 3 clusters Score -1.537098e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68417 members 
Mstep: Class 2 contains 57870 members 
Entering Unmasked Estep 
Score: -15371307.000000 Penalty: 5826.170898
	Iteration 63Q: 3 clusters Score -1.537131e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67035 members 
Mstep: Class 2 contains 59252 members 
Entering Unmasked Estep 
Score: -15371592.000000 Penalty: 5826.170898
	Iteration 64Q: 3 clusters Score -1.537159e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65643 members 
Mstep: Class 2 contains 60644 members 
Entering Unmasked Estep 
Score: -15372008.000000 Penalty: 5826.170898
	Iteration 65Q: 3 clusters Score -1.537201e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64211 members 
Mstep: Class 2 contains 62076 members 
Entering Unmasked Estep 
Score: -15372294.000000 Penalty: 5826.170898
	Iteration 66Q: 3 clusters Score -1.537229e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62817 members 
Mstep: Class 2 contains 63470 members 
Entering Unmasked Estep 
Score: -15372602.000000 Penalty: 5826.170898
	Iteration 67Q: 3 clusters Score -1.53726e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61483 members 
Mstep: Class 2 contains 64804 members 
Entering Unmasked Estep 
Score: -15372930.000000 Penalty: 5826.170898
	Iteration 68Q: 3 clusters Score -1.537293e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60235 members 
Mstep: Class 2 contains 66052 members 
Entering Unmasked Estep 
Score: -15373127.000000 Penalty: 5826.170898
	Iteration 69Q: 3 clusters Score -1.537313e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59067 members 
Mstep: Class 2 contains 67220 members 
Entering Unmasked Estep 
Score: -15373355.000000 Penalty: 5826.170898
	Iteration 70Q: 3 clusters Score -1.537336e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57954 members 
Mstep: Class 2 contains 68333 members 
Entering Unmasked Estep 
Score: -15373544.000000 Penalty: 5826.170898
	Iteration 71Q: 3 clusters Score -1.537354e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56901 members 
Mstep: Class 2 contains 69386 members 
Entering Unmasked Estep 
Score: -15373819.000000 Penalty: 5826.170898
	Iteration 72Q: 3 clusters Score -1.537382e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55910 members 
Mstep: Class 2 contains 70377 members 
Entering Unmasked Estep 
Score: -15373970.000000 Penalty: 5826.170898
	Iteration 73Q: 3 clusters Score -1.537397e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55021 members 
Mstep: Class 2 contains 71266 members 
Entering Unmasked Estep 
Score: -15374111.000000 Penalty: 5826.170898
	Iteration 74Q: 3 clusters Score -1.537411e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54186 members 
Mstep: Class 2 contains 72101 members 
Entering Unmasked Estep 
Score: -15374379.000000 Penalty: 5826.170898
	Iteration 75Q: 3 clusters Score -1.537438e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53453 members 
Mstep: Class 2 contains 72834 members 
Entering Unmasked Estep 
Score: -15374418.000000 Penalty: 5826.170898
	Iteration 76Q: 3 clusters Score -1.537442e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52816 members 
Mstep: Class 2 contains 73471 members 
Entering Unmasked Estep 
Score: -15374435.000000 Penalty: 5826.170898
	Iteration 77Q: 3 clusters Score -1.537444e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52238 members 
Mstep: Class 2 contains 74049 members 
Entering Unmasked Estep 
Score: -15374493.000000 Penalty: 5826.170898
	Iteration 78Q: 3 clusters Score -1.537449e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51712 members 
Mstep: Class 2 contains 74575 members 
Entering Unmasked Estep 
Score: -15374547.000000 Penalty: 5826.170898
	Iteration 79Q: 3 clusters Score -1.537455e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51260 members 
Mstep: Class 2 contains 75027 members 
Entering Unmasked Estep 
Score: -15374568.000000 Penalty: 5826.170898
	Iteration 80F: 3 clusters Score -1.537457e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50833 members 
Mstep: Class 2 contains 75454 members 
Entering Unmasked Estep 
Score: -15374559.000000 Penalty: 5826.170898
	Iteration 81Q: 3 clusters Score -1.537456e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50444 members 
Mstep: Class 2 contains 75843 members 
Entering Unmasked Estep 
Score: -15374638.000000 Penalty: 5826.170898
	Iteration 82Q: 3 clusters Score -1.537464e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50093 members 
Mstep: Class 2 contains 76194 members 
Entering Unmasked Estep 
Score: -15374648.000000 Penalty: 5826.170898
	Iteration 83Q: 3 clusters Score -1.537465e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49795 members 
Mstep: Class 2 contains 76492 members 
Entering Unmasked Estep 
Score: -15374668.000000 Penalty: 5826.170898
	Iteration 84Q: 3 clusters Score -1.537467e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49546 members 
Mstep: Class 2 contains 76741 members 
Entering Unmasked Estep 
Score: -15374618.000000 Penalty: 5826.170898
	Iteration 85Q: 3 clusters Score -1.537462e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49351 members 
Mstep: Class 2 contains 76936 members 
Entering Unmasked Estep 
Score: -15374644.000000 Penalty: 5826.170898
	Iteration 86Q: 3 clusters Score -1.537464e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49198 members 
Mstep: Class 2 contains 77089 members 
Entering Unmasked Estep 
Score: -15374646.000000 Penalty: 5826.170898
	Iteration 87Q: 3 clusters Score -1.537465e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49066 members 
Mstep: Class 2 contains 77221 members 
Entering Unmasked Estep 
Score: -15374656.000000 Penalty: 5826.170898
	Iteration 88Q: 3 clusters Score -1.537466e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48942 members 
Mstep: Class 2 contains 77345 members 
Entering Unmasked Estep 
Score: -15374665.000000 Penalty: 5826.170898
	Iteration 89Q: 3 clusters Score -1.537466e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48818 members 
Mstep: Class 2 contains 77469 members 
Entering Unmasked Estep 
Score: -15374672.000000 Penalty: 5826.170898
	Iteration 90Q: 3 clusters Score -1.537467e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48704 members 
Mstep: Class 2 contains 77583 members 
Entering Unmasked Estep 
Score: -15374651.000000 Penalty: 5826.170898
	Iteration 91Q: 3 clusters Score -1.537465e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48593 members 
Mstep: Class 2 contains 77694 members 
Entering Unmasked Estep 
Score: -15374647.000000 Penalty: 5826.170898
	Iteration 92Q: 3 clusters Score -1.537465e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48491 members 
Mstep: Class 2 contains 77796 members 
Entering Unmasked Estep 
Score: -15374651.000000 Penalty: 5826.170898
	Iteration 93Q: 3 clusters Score -1.537465e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48393 members 
Mstep: Class 2 contains 77894 members 
Entering Unmasked Estep 
Score: -15374665.000000 Penalty: 5826.170898
	Iteration 94Q: 3 clusters Score -1.537466e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48317 members 
Mstep: Class 2 contains 77970 members 
Entering Unmasked Estep 
Score: -15374687.000000 Penalty: 5826.170898
	Iteration 95Q: 3 clusters Score -1.537469e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48252 members 
Mstep: Class 2 contains 78035 members 
Entering Unmasked Estep 
Score: -15374667.000000 Penalty: 5826.170898
	Iteration 96Q: 3 clusters Score -1.537467e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48178 members 
Mstep: Class 2 contains 78109 members 
Entering Unmasked Estep 
Score: -15374666.000000 Penalty: 5826.170898
	Iteration 97Q: 3 clusters Score -1.537467e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48109 members 
Mstep: Class 2 contains 78178 members 
Entering Unmasked Estep 
Score: -15374652.000000 Penalty: 5826.170898
	Iteration 98Q: 3 clusters Score -1.537465e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48044 members 
Mstep: Class 2 contains 78243 members 
Entering Unmasked Estep 
Score: -15374662.000000 Penalty: 5826.170898
	Iteration 99Q: 3 clusters Score -1.537466e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47976 members 
Mstep: Class 2 contains 78311 members 
Entering Unmasked Estep 
Score: -15374686.000000 Penalty: 5826.170898
	Iteration 100F: 3 clusters Score -1.537469e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47916 members 
Mstep: Class 2 contains 78371 members 
Entering Unmasked Estep 
Score: -15374692.000000 Penalty: 5826.170898
	Iteration 101Q: 3 clusters Score -1.537469e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47879 members 
Mstep: Class 2 contains 78408 members 
Entering Unmasked Estep 
Score: -15374682.000000 Penalty: 5826.170898
	Iteration 102Q: 3 clusters Score -1.537468e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47849 members 
Mstep: Class 2 contains 78438 members 
Entering Unmasked Estep 
Score: -15374679.000000 Penalty: 5826.170898
	Iteration 103Q: 3 clusters Score -1.537468e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47826 members 
Mstep: Class 2 contains 78461 members 
Entering Unmasked Estep 
Score: -15374670.000000 Penalty: 5826.170898
	Iteration 104Q: 3 clusters Score -1.537467e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47805 members 
Mstep: Class 2 contains 78482 members 
Entering Unmasked Estep 
Score: -15374671.000000 Penalty: 5826.170898
	Iteration 105Q: 3 clusters Score -1.537467e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47788 members 
Mstep: Class 2 contains 78499 members 
Entering Unmasked Estep 
Score: -15374677.000000 Penalty: 5826.170898
	Iteration 106Q: 3 clusters Score -1.537468e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47776 members 
Mstep: Class 2 contains 78511 members 
Entering Unmasked Estep 
Score: -15374678.000000 Penalty: 5826.170898
	Iteration 107Q: 3 clusters Score -1.537468e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47765 members 
Mstep: Class 2 contains 78522 members 
Entering Unmasked Estep 
Score: -15374682.000000 Penalty: 5826.170898
	Iteration 108Q: 3 clusters Score -1.537468e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47753 members 
Mstep: Class 2 contains 78534 members 
Entering Unmasked Estep 
Score: -15374679.000000 Penalty: 5826.170898
	Iteration 109Q: 3 clusters Score -1.537468e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47742 members 
Mstep: Class 2 contains 78545 members 
Entering Unmasked Estep 
Score: -15374679.000000 Penalty: 5826.170898
	Iteration 110Q: 3 clusters Score -1.537468e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47733 members 
Mstep: Class 2 contains 78554 members 
Entering Unmasked Estep 
Score: -15374694.000000 Penalty: 5826.170898
	Iteration 111Q: 3 clusters Score -1.537469e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47725 members 
Mstep: Class 2 contains 78562 members 
Entering Unmasked Estep 
Score: -15374684.000000 Penalty: 5826.170898
	Iteration 112Q: 3 clusters Score -1.537468e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47714 members 
Mstep: Class 2 contains 78573 members 
Entering Unmasked Estep 
Score: -15374679.000000 Penalty: 5826.170898
	Iteration 113Q: 3 clusters Score -1.537468e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47707 members 
Mstep: Class 2 contains 78580 members 
Entering Unmasked Estep 
Score: -15374675.000000 Penalty: 5826.170898
	Iteration 114Q: 3 clusters Score -1.537468e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47703 members 
Mstep: Class 2 contains 78584 members 
Entering Unmasked Estep 
Score: -15374683.000000 Penalty: 5826.170898
	Iteration 115Q: 3 clusters Score -1.537468e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47700 members 
Mstep: Class 2 contains 78587 members 
Entering Unmasked Estep 
Score: -15374669.000000 Penalty: 5826.170898
	Iteration 116Q: 3 clusters Score -1.537467e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47697 members 
Mstep: Class 2 contains 78590 members 
Entering Unmasked Estep 
Score: -15374680.000000 Penalty: 5826.170898
	Iteration 117Q: 3 clusters Score -1.537468e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47689 members 
Mstep: Class 2 contains 78598 members 
Entering Unmasked Estep 
Score: -15374680.000000 Penalty: 5826.170898
	Iteration 118Q: 3 clusters Score -1.537468e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47683 members 
Mstep: Class 2 contains 78604 members 
Entering Unmasked Estep 
Score: -15374677.000000 Penalty: 5826.170898
	Iteration 119Q: 3 clusters Score -1.537468e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47680 members 
Mstep: Class 2 contains 78607 members 
Entering Unmasked Estep 
Score: -15374696.000000 Penalty: 5826.170898
	Iteration 120F: 3 clusters Score -1.53747e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47677 members 
Mstep: Class 2 contains 78610 members 
Entering Unmasked Estep 
Score: -15374687.000000 Penalty: 5826.170898
	Iteration 121Q: 3 clusters Score -1.537469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47676 members 
Mstep: Class 2 contains 78611 members 
Entering Unmasked Estep 
Score: -15374692.000000 Penalty: 5826.170898
	Iteration 122Q: 3 clusters Score -1.537469e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47676 members 
Mstep: Class 2 contains 78611 members 
Entering Unmasked Estep 
Score: -15374692.000000 Penalty: 5826.170898
	Iteration 123F: 3 clusters Score -1.537469e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Entering Unmasked Estep 
Score: -1494221.875000 Penalty: 2336.429688
	Iteration 0F: 2 clusters Score -1494222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1485093.625000 Penalty: 4672.859375
	Iteration 0F: 3 clusters Score -1485094 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1487786.750000 Penalty: 4672.859375
	Iteration 1F: 3 clusters Score -1487787 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1488136.750000 Penalty: 4672.859375
	Iteration 2F: 3 clusters Score -1488137 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1488419.375000 Penalty: 4672.859375
	Iteration 3Q: 3 clusters Score -1488419 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1488727.000000 Penalty: 4672.859375
	Iteration 4Q: 3 clusters Score -1488727 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1489094.000000 Penalty: 4672.859375
	Iteration 5Q: 3 clusters Score -1489094 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1489518.375000 Penalty: 4672.859375
	Iteration 6Q: 3 clusters Score -1489518 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1489972.875000 Penalty: 4672.859375
	Iteration 7F: 3 clusters Score -1489973 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1490369.250000 Penalty: 4672.859375
	Iteration 8F: 3 clusters Score -1490369 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1490692.000000 Penalty: 4672.859375
	Iteration 9Q: 3 clusters Score -1490692 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1490971.250000 Penalty: 4672.859375
	Iteration 10Q: 3 clusters Score -1490971 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1491163.500000 Penalty: 4672.859375
	Iteration 11Q: 3 clusters Score -1491164 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1491284.875000 Penalty: 4672.859375
	Iteration 12Q: 3 clusters Score -1491285 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1491361.375000 Penalty: 4672.859375
	Iteration 13Q: 3 clusters Score -1491361 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1491416.625000 Penalty: 4672.859375
	Iteration 14Q: 3 clusters Score -1491417 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1491463.875000 Penalty: 4672.859375
	Iteration 15Q: 3 clusters Score -1491464 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1491498.750000 Penalty: 4672.859375
	Iteration 16Q: 3 clusters Score -1491499 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1491521.625000 Penalty: 4672.859375
	Iteration 17Q: 3 clusters Score -1491522 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1491543.500000 Penalty: 4672.859375
	Iteration 18Q: 3 clusters Score -1491544 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1491562.125000 Penalty: 4672.859375
	Iteration 19Q: 3 clusters Score -1491562 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1491579.125000 Penalty: 4672.859375
	Iteration 20F: 3 clusters Score -1491579 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1491595.375000 Penalty: 4672.859375
	Iteration 21Q: 3 clusters Score -1491595 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1491613.875000 Penalty: 4672.859375
	Iteration 22Q: 3 clusters Score -1491614 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1491631.625000 Penalty: 4672.859375
	Iteration 23Q: 3 clusters Score -1491632 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1491637.500000 Penalty: 4672.859375
	Iteration 24Q: 3 clusters Score -1491638 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1491649.375000 Penalty: 4672.859375
	Iteration 25Q: 3 clusters Score -1491649 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1491659.375000 Penalty: 4672.859375
	Iteration 26Q: 3 clusters Score -1491659 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1491664.250000 Penalty: 4672.859375
	Iteration 27Q: 3 clusters Score -1491664 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1491675.750000 Penalty: 4672.859375
	Iteration 28Q: 3 clusters Score -1491676 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1491680.250000 Penalty: 4672.859375
	Iteration 29Q: 3 clusters Score -1491680 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1491687.375000 Penalty: 4672.859375
	Iteration 30Q: 3 clusters Score -1491687 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1491696.125000 Penalty: 4672.859375
	Iteration 31Q: 3 clusters Score -1491696 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1491707.500000 Penalty: 4672.859375
	Iteration 32Q: 3 clusters Score -1491708 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1491717.125000 Penalty: 4672.859375
	Iteration 33Q: 3 clusters Score -1491717 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1491733.875000 Penalty: 4672.859375
	Iteration 34Q: 3 clusters Score -1491734 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1491742.125000 Penalty: 4672.859375
	Iteration 35Q: 3 clusters Score -1491742 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1491753.000000 Penalty: 4672.859375
	Iteration 36Q: 3 clusters Score -1491753 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1491760.750000 Penalty: 4672.859375
	Iteration 37Q: 3 clusters Score -1491761 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1491769.125000 Penalty: 4672.859375
	Iteration 38Q: 3 clusters Score -1491769 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1491772.500000 Penalty: 4672.859375
	Iteration 39Q: 3 clusters Score -1491772 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1491780.375000 Penalty: 4672.859375
	Iteration 40F: 3 clusters Score -1491780 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1491786.875000 Penalty: 4672.859375
	Iteration 41Q: 3 clusters Score -1491787 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1491790.875000 Penalty: 4672.859375
	Iteration 42Q: 3 clusters Score -1491791 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1491795.875000 Penalty: 4672.859375
	Iteration 43Q: 3 clusters Score -1491796 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1491799.875000 Penalty: 4672.859375
	Iteration 44Q: 3 clusters Score -1491800 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1491804.875000 Penalty: 4672.859375
	Iteration 45Q: 3 clusters Score -1491805 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1491805.250000 Penalty: 4672.859375
	Iteration 46Q: 3 clusters Score -1491805 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1491812.250000 Penalty: 4672.859375
	Iteration 47Q: 3 clusters Score -1491812 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1491817.625000 Penalty: 4672.859375
	Iteration 48Q: 3 clusters Score -1491818 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1491831.750000 Penalty: 4672.859375
	Iteration 49Q: 3 clusters Score -1491832 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1491838.500000 Penalty: 4672.859375
	Iteration 50Q: 3 clusters Score -1491838 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1491848.500000 Penalty: 4672.859375
	Iteration 51Q: 3 clusters Score -1491848 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1491847.875000 Penalty: 4672.859375
	Iteration 52Q: 3 clusters Score -1491848 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1491858.875000 Penalty: 4672.859375
	Iteration 53Q: 3 clusters Score -1491859 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1491871.750000 Penalty: 4672.859375
	Iteration 54Q: 3 clusters Score -1491872 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1491888.250000 Penalty: 4672.859375
	Iteration 55Q: 3 clusters Score -1491888 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1491901.750000 Penalty: 4672.859375
	Iteration 56Q: 3 clusters Score -1491902 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1491920.750000 Penalty: 4672.859375
	Iteration 57Q: 3 clusters Score -1491921 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1491936.750000 Penalty: 4672.859375
	Iteration 58Q: 3 clusters Score -1491937 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1491950.625000 Penalty: 4672.859375
	Iteration 59Q: 3 clusters Score -1491951 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1491974.625000 Penalty: 4672.859375
	Iteration 60F: 3 clusters Score -1491975 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1492008.875000 Penalty: 4672.859375
	Iteration 61Q: 3 clusters Score -1492009 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1492050.750000 Penalty: 4672.859375
	Iteration 62Q: 3 clusters Score -1492051 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1492082.875000 Penalty: 4672.859375
	Iteration 63Q: 3 clusters Score -1492083 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1492130.625000 Penalty: 4672.859375
	Iteration 64Q: 3 clusters Score -1492131 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1492161.250000 Penalty: 4672.859375
	Iteration 65Q: 3 clusters Score -1492161 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1492192.625000 Penalty: 4672.859375
	Iteration 66Q: 3 clusters Score -1492193 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1492226.500000 Penalty: 4672.859375
	Iteration 67Q: 3 clusters Score -1492226 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1492266.125000 Penalty: 4672.859375
	Iteration 68Q: 3 clusters Score -1492266 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1492300.625000 Penalty: 4672.859375
	Iteration 69Q: 3 clusters Score -1492301 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1492337.250000 Penalty: 4672.859375
	Iteration 70Q: 3 clusters Score -1492337 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1492372.125000 Penalty: 4672.859375
	Iteration 71Q: 3 clusters Score -1492372 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1492398.875000 Penalty: 4672.859375
	Iteration 72Q: 3 clusters Score -1492399 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1492426.375000 Penalty: 4672.859375
	Iteration 73Q: 3 clusters Score -1492426 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1492457.375000 Penalty: 4672.859375
	Iteration 74Q: 3 clusters Score -1492457 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1492479.750000 Penalty: 4672.859375
	Iteration 75Q: 3 clusters Score -1492480 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1492497.875000 Penalty: 4672.859375
	Iteration 76Q: 3 clusters Score -1492498 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1492515.625000 Penalty: 4672.859375
	Iteration 77Q: 3 clusters Score -1492516 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1492538.875000 Penalty: 4672.859375
	Iteration 78Q: 3 clusters Score -1492539 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1492551.250000 Penalty: 4672.859375
	Iteration 79Q: 3 clusters Score -1492551 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1492559.875000 Penalty: 4672.859375
	Iteration 80F: 3 clusters Score -1492560 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1492568.250000 Penalty: 4672.859375
	Iteration 81Q: 3 clusters Score -1492568 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1492574.750000 Penalty: 4672.859375
	Iteration 82Q: 3 clusters Score -1492575 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1492582.375000 Penalty: 4672.859375
	Iteration 83Q: 3 clusters Score -1492582 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1492589.000000 Penalty: 4672.859375
	Iteration 84Q: 3 clusters Score -1492589 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1492593.125000 Penalty: 4672.859375
	Iteration 85Q: 3 clusters Score -1492593 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1492597.625000 Penalty: 4672.859375
	Iteration 86Q: 3 clusters Score -1492598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1492601.375000 Penalty: 4672.859375
	Iteration 87Q: 3 clusters Score -1492601 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1492613.250000 Penalty: 4672.859375
	Iteration 88Q: 3 clusters Score -1492613 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1492618.625000 Penalty: 4672.859375
	Iteration 89Q: 3 clusters Score -1492619 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1492624.750000 Penalty: 4672.859375
	Iteration 90Q: 3 clusters Score -1492625 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1492630.750000 Penalty: 4672.859375
	Iteration 91Q: 3 clusters Score -1492631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1492632.375000 Penalty: 4672.859375
	Iteration 92Q: 3 clusters Score -1492632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1492639.875000 Penalty: 4672.859375
	Iteration 93Q: 3 clusters Score -1492640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1492646.750000 Penalty: 4672.859375
	Iteration 94Q: 3 clusters Score -1492647 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1492656.750000 Penalty: 4672.859375
	Iteration 95Q: 3 clusters Score -1492657 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1492663.625000 Penalty: 4672.859375
	Iteration 96Q: 3 clusters Score -1492664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1492665.375000 Penalty: 4672.859375
	Iteration 97Q: 3 clusters Score -1492665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1492668.250000 Penalty: 4672.859375
	Iteration 98Q: 3 clusters Score -1492668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1492671.750000 Penalty: 4672.859375
	Iteration 99Q: 3 clusters Score -1492672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1492668.500000 Penalty: 4672.859375
	Iteration 100F: 3 clusters Score -1492668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1492670.750000 Penalty: 4672.859375
	Iteration 101Q: 3 clusters Score -1492671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1492669.250000 Penalty: 4672.859375
	Iteration 102Q: 3 clusters Score -1492669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1492669.000000 Penalty: 4672.859375
	Iteration 103Q: 3 clusters Score -1492669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1492669.000000 Penalty: 4672.859375
	Iteration 104F: 3 clusters Score -1492669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (200313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200313 members 
Entering Unmasked Estep 
Score: -24653300.000000 Penalty: 3027.493896
	Iteration 0F: 2 clusters Score -2.46533e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99681 members 
Mstep: Class 2 contains 100632 members 
Entering Unmasked Estep 
Score: -24521304.000000 Penalty: 6054.987793
	Iteration 0F: 3 clusters Score -2.45213e+07 nChanged 96659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91016 members 
Mstep: Class 2 contains 109297 members 
Entering Unmasked Estep 
Score: -24578392.000000 Penalty: 6054.987793
	Iteration 1F: 3 clusters Score -2.457839e+07 nChanged 6537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85667 members 
Mstep: Class 2 contains 114646 members 
Entering Unmasked Estep 
Score: -24580152.000000 Penalty: 6054.987793
	Iteration 2Q: 3 clusters Score -2.458015e+07 nChanged 8888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77281 members 
Mstep: Class 2 contains 123032 members 
Entering Unmasked Estep 
Score: -24583978.000000 Penalty: 6054.987793
	Iteration 3Q: 3 clusters Score -2.458398e+07 nChanged 12828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64565 members 
Mstep: Class 2 contains 135748 members 
Entering Unmasked Estep 
Score: -24591624.000000 Penalty: 6054.987793
	Iteration 4F: 3 clusters Score -2.459162e+07 nChanged 17608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46985 members 
Mstep: Class 2 contains 153328 members 
Entering Unmasked Estep 
Score: -24605832.000000 Penalty: 6054.987793
	Iteration 5F: 3 clusters Score -2.460583e+07 nChanged 20327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 173653 members 
Entering Unmasked Estep 
Score: -24625698.000000 Penalty: 6054.987793
	Iteration 6F: 3 clusters Score -2.46257e+07 nChanged 16253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 189906 members 
Entering Unmasked Estep 
Score: -24641540.000000 Penalty: 6054.987793
	Iteration 7F: 3 clusters Score -2.464154e+07 nChanged 7609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 197515 members 
Entering Unmasked Estep 
Score: -24648536.000000 Penalty: 6054.987793
	Iteration 8Q: 3 clusters Score -2.464854e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 199645 members 
Entering Unmasked Estep 
Score: -24650036.000000 Penalty: 6054.987793
	Iteration 9Q: 3 clusters Score -2.465004e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 200028 members 
Entering Unmasked Estep 
Score: -24650376.000000 Penalty: 6054.987793
	Iteration 10Q: 3 clusters Score -2.465038e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 200084 members 
Entering Unmasked Estep 
Score: -24650458.000000 Penalty: 6054.987793
	Iteration 11Q: 3 clusters Score -2.465046e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 200110 members 
Entering Unmasked Estep 
Score: -24650486.000000 Penalty: 6054.987793
	Iteration 12Q: 3 clusters Score -2.465049e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 200123 members 
Entering Unmasked Estep 
Score: -24650530.000000 Penalty: 6054.987793
	Iteration 13Q: 3 clusters Score -2.465053e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 200130 members 
Entering Unmasked Estep 
Score: -24650562.000000 Penalty: 6054.987793
	Iteration 14Q: 3 clusters Score -2.465056e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 200135 members 
Entering Unmasked Estep 
Score: -24650598.000000 Penalty: 6054.987793
	Iteration 15Q: 3 clusters Score -2.46506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 200137 members 
Entering Unmasked Estep 
Score: -24650618.000000 Penalty: 6054.987793
	Iteration 16Q: 3 clusters Score -2.465062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 200137 members 
Entering Unmasked Estep 
Score: -24650608.000000 Penalty: 6054.987793
	Iteration 17Q: 3 clusters Score -2.465061e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 200138 members 
Entering Unmasked Estep 
Score: -24650622.000000 Penalty: 6054.987793
	Iteration 18Q: 3 clusters Score -2.465062e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 200138 members 
Entering Unmasked Estep 
Score: -24650622.000000 Penalty: 6054.987793
	Iteration 19F: 3 clusters Score -2.465062e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (212334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212334 members 
Entering Unmasked Estep 
Score: -25349538.000000 Penalty: 3041.947021
	Iteration 0F: 2 clusters Score -2.534954e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105642 members 
Mstep: Class 2 contains 106692 members 
Entering Unmasked Estep 
Score: -25208294.000000 Penalty: 6083.894043
	Iteration 0F: 3 clusters Score -2.520829e+07 nChanged 102023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98255 members 
Mstep: Class 2 contains 114079 members 
Entering Unmasked Estep 
Score: -25268294.000000 Penalty: 6083.894043
	Iteration 1F: 3 clusters Score -2.526829e+07 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93432 members 
Mstep: Class 2 contains 118902 members 
Entering Unmasked Estep 
Score: -25270294.000000 Penalty: 6083.894043
	Iteration 2Q: 3 clusters Score -2.527029e+07 nChanged 8343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86109 members 
Mstep: Class 2 contains 126225 members 
Entering Unmasked Estep 
Score: -25273678.000000 Penalty: 6083.894043
	Iteration 3Q: 3 clusters Score -2.527368e+07 nChanged 11356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75195 members 
Mstep: Class 2 contains 137139 members 
Entering Unmasked Estep 
Score: -25279722.000000 Penalty: 6083.894043
	Iteration 4F: 3 clusters Score -2.527972e+07 nChanged 15531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59826 members 
Mstep: Class 2 contains 152508 members 
Entering Unmasked Estep 
Score: -25290886.000000 Penalty: 6083.894043
	Iteration 5F: 3 clusters Score -2.529089e+07 nChanged 19290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40580 members 
Mstep: Class 2 contains 171754 members 
Entering Unmasked Estep 
Score: -25308322.000000 Penalty: 6083.894043
	Iteration 6F: 3 clusters Score -2.530832e+07 nChanged 18817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 190559 members 
Entering Unmasked Estep 
Score: -25327118.000000 Penalty: 6083.894043
	Iteration 7F: 3 clusters Score -2.532712e+07 nChanged 12947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 203506 members 
Entering Unmasked Estep 
Score: -25339460.000000 Penalty: 6083.894043
	Iteration 8F: 3 clusters Score -2.533946e+07 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 209181 members 
Entering Unmasked Estep 
Score: -25344454.000000 Penalty: 6083.894043
	Iteration 9Q: 3 clusters Score -2.534445e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 211068 members 
Entering Unmasked Estep 
Score: -25346084.000000 Penalty: 6083.894043
	Iteration 10Q: 3 clusters Score -2.534608e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 211573 members 
Entering Unmasked Estep 
Score: -25346638.000000 Penalty: 6083.894043
	Iteration 11Q: 3 clusters Score -2.534664e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 211704 members 
Entering Unmasked Estep 
Score: -25346888.000000 Penalty: 6083.894043
	Iteration 12Q: 3 clusters Score -2.534689e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 211734 members 
Entering Unmasked Estep 
Score: -25346990.000000 Penalty: 6083.894043
	Iteration 13Q: 3 clusters Score -2.534699e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 211738 members 
Entering Unmasked Estep 
Score: -25347064.000000 Penalty: 6083.894043
	Iteration 14Q: 3 clusters Score -2.534706e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 211732 members 
Entering Unmasked Estep 
Score: -25347120.000000 Penalty: 6083.894043
	Iteration 15Q: 3 clusters Score -2.534712e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 211726 members 
Entering Unmasked Estep 
Score: -25347166.000000 Penalty: 6083.894043
	Iteration 16Q: 3 clusters Score -2.534717e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 211736 members 
Entering Unmasked Estep 
Score: -25347192.000000 Penalty: 6083.894043
	Iteration 17Q: 3 clusters Score -2.534719e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 211731 members 
Entering Unmasked Estep 
Score: -25347230.000000 Penalty: 6083.894043
	Iteration 18Q: 3 clusters Score -2.534723e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 211726 members 
Entering Unmasked Estep 
Score: -25347258.000000 Penalty: 6083.894043
	Iteration 19Q: 3 clusters Score -2.534726e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 211729 members 
Entering Unmasked Estep 
Score: -25347272.000000 Penalty: 6083.894043
	Iteration 20F: 3 clusters Score -2.534727e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 211729 members 
Entering Unmasked Estep 
Score: -25347286.000000 Penalty: 6083.894043
	Iteration 21Q: 3 clusters Score -2.534729e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 211726 members 
Entering Unmasked Estep 
Score: -25347272.000000 Penalty: 6083.894043
	Iteration 22Q: 3 clusters Score -2.534727e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 211729 members 
Entering Unmasked Estep 
Score: -25347284.000000 Penalty: 6083.894043
	Iteration 23Q: 3 clusters Score -2.534728e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 211724 members 
Entering Unmasked Estep 
Score: -25347310.000000 Penalty: 6083.894043
	Iteration 24Q: 3 clusters Score -2.534731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 211722 members 
Entering Unmasked Estep 
Score: -25347302.000000 Penalty: 6083.894043
	Iteration 25Q: 3 clusters Score -2.53473e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 211723 members 
Entering Unmasked Estep 
Score: -25347310.000000 Penalty: 6083.894043
	Iteration 26Q: 3 clusters Score -2.534731e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 211722 members 
Entering Unmasked Estep 
Score: -25347310.000000 Penalty: 6083.894043
	Iteration 27Q: 3 clusters Score -2.534731e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 211722 members 
Entering Unmasked Estep 
Score: -25347302.000000 Penalty: 6083.894043
	Iteration 28Q: 3 clusters Score -2.53473e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 211722 members 
Entering Unmasked Estep 
Score: -25347302.000000 Penalty: 6083.894043
	Iteration 29F: 3 clusters Score -2.53473e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Entering Unmasked Estep 
Score: -1518202.375000 Penalty: 2341.991455
	Iteration 0F: 2 clusters Score -1518202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1508922.000000 Penalty: 4683.982910
	Iteration 0F: 3 clusters Score -1508922 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1511740.875000 Penalty: 4683.982910
	Iteration 1F: 3 clusters Score -1511741 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1512070.750000 Penalty: 4683.982910
	Iteration 2F: 3 clusters Score -1512071 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1512330.875000 Penalty: 4683.982910
	Iteration 3F: 3 clusters Score -1512331 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1512557.000000 Penalty: 4683.982910
	Iteration 4Q: 3 clusters Score -1512557 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1512764.000000 Penalty: 4683.982910
	Iteration 5Q: 3 clusters Score -1512764 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1512935.125000 Penalty: 4683.982910
	Iteration 6Q: 3 clusters Score -1512935 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1513120.625000 Penalty: 4683.982910
	Iteration 7Q: 3 clusters Score -1513121 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1513282.375000 Penalty: 4683.982910
	Iteration 8Q: 3 clusters Score -1513282 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1513433.875000 Penalty: 4683.982910
	Iteration 9Q: 3 clusters Score -1513434 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1513580.625000 Penalty: 4683.982910
	Iteration 10Q: 3 clusters Score -1513581 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1513748.500000 Penalty: 4683.982910
	Iteration 11Q: 3 clusters Score -1513748 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1513907.625000 Penalty: 4683.982910
	Iteration 12Q: 3 clusters Score -1513908 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1514074.375000 Penalty: 4683.982910
	Iteration 13Q: 3 clusters Score -1514074 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1514239.125000 Penalty: 4683.982910
	Iteration 14Q: 3 clusters Score -1514239 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1514391.375000 Penalty: 4683.982910
	Iteration 15Q: 3 clusters Score -1514391 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1514532.125000 Penalty: 4683.982910
	Iteration 16Q: 3 clusters Score -1514532 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1514671.750000 Penalty: 4683.982910
	Iteration 17Q: 3 clusters Score -1514672 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1514779.125000 Penalty: 4683.982910
	Iteration 18Q: 3 clusters Score -1514779 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1514874.375000 Penalty: 4683.982910
	Iteration 19Q: 3 clusters Score -1514874 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1514964.875000 Penalty: 4683.982910
	Iteration 20F: 3 clusters Score -1514965 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1515044.250000 Penalty: 4683.982910
	Iteration 21Q: 3 clusters Score -1515044 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1515116.500000 Penalty: 4683.982910
	Iteration 22Q: 3 clusters Score -1515116 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1515194.000000 Penalty: 4683.982910
	Iteration 23Q: 3 clusters Score -1515194 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1515269.500000 Penalty: 4683.982910
	Iteration 24Q: 3 clusters Score -1515270 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1515333.250000 Penalty: 4683.982910
	Iteration 25Q: 3 clusters Score -1515333 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1515406.125000 Penalty: 4683.982910
	Iteration 26Q: 3 clusters Score -1515406 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1515474.500000 Penalty: 4683.982910
	Iteration 27Q: 3 clusters Score -1515474 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1515522.125000 Penalty: 4683.982910
	Iteration 28Q: 3 clusters Score -1515522 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1515580.250000 Penalty: 4683.982910
	Iteration 29Q: 3 clusters Score -1515580 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1515621.000000 Penalty: 4683.982910
	Iteration 30Q: 3 clusters Score -1515621 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1515664.625000 Penalty: 4683.982910
	Iteration 31Q: 3 clusters Score -1515665 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1515704.125000 Penalty: 4683.982910
	Iteration 32Q: 3 clusters Score -1515704 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1515738.250000 Penalty: 4683.982910
	Iteration 33Q: 3 clusters Score -1515738 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1515765.125000 Penalty: 4683.982910
	Iteration 34Q: 3 clusters Score -1515765 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1515812.750000 Penalty: 4683.982910
	Iteration 35Q: 3 clusters Score -1515813 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1515882.875000 Penalty: 4683.982910
	Iteration 36Q: 3 clusters Score -1515883 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1515980.500000 Penalty: 4683.982910
	Iteration 37Q: 3 clusters Score -1515980 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1516077.375000 Penalty: 4683.982910
	Iteration 38Q: 3 clusters Score -1516077 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1516187.750000 Penalty: 4683.982910
	Iteration 39Q: 3 clusters Score -1516188 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1516296.750000 Penalty: 4683.982910
	Iteration 40F: 3 clusters Score -1516297 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1516390.750000 Penalty: 4683.982910
	Iteration 41Q: 3 clusters Score -1516391 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1516461.250000 Penalty: 4683.982910
	Iteration 42Q: 3 clusters Score -1516461 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1516497.750000 Penalty: 4683.982910
	Iteration 43Q: 3 clusters Score -1516498 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1516524.750000 Penalty: 4683.982910
	Iteration 44Q: 3 clusters Score -1516525 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1516564.625000 Penalty: 4683.982910
	Iteration 45Q: 3 clusters Score -1516565 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1516587.375000 Penalty: 4683.982910
	Iteration 46Q: 3 clusters Score -1516587 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1516599.750000 Penalty: 4683.982910
	Iteration 47Q: 3 clusters Score -1516600 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1516612.500000 Penalty: 4683.982910
	Iteration 48Q: 3 clusters Score -1516612 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1516621.125000 Penalty: 4683.982910
	Iteration 49Q: 3 clusters Score -1516621 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1516631.875000 Penalty: 4683.982910
	Iteration 50Q: 3 clusters Score -1516632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1516643.875000 Penalty: 4683.982910
	Iteration 51Q: 3 clusters Score -1516644 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1516653.750000 Penalty: 4683.982910
	Iteration 52Q: 3 clusters Score -1516654 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1516658.875000 Penalty: 4683.982910
	Iteration 53Q: 3 clusters Score -1516659 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1516671.250000 Penalty: 4683.982910
	Iteration 54Q: 3 clusters Score -1516671 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1516677.750000 Penalty: 4683.982910
	Iteration 55Q: 3 clusters Score -1516678 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1516685.750000 Penalty: 4683.982910
	Iteration 56Q: 3 clusters Score -1516686 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1516699.125000 Penalty: 4683.982910
	Iteration 57Q: 3 clusters Score -1516699 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1516706.875000 Penalty: 4683.982910
	Iteration 58Q: 3 clusters Score -1516707 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1516714.125000 Penalty: 4683.982910
	Iteration 59Q: 3 clusters Score -1516714 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1516721.875000 Penalty: 4683.982910
	Iteration 60F: 3 clusters Score -1516722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1516733.750000 Penalty: 4683.982910
	Iteration 61Q: 3 clusters Score -1516734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1516744.250000 Penalty: 4683.982910
	Iteration 62Q: 3 clusters Score -1516744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1516750.875000 Penalty: 4683.982910
	Iteration 63Q: 3 clusters Score -1516751 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1516762.500000 Penalty: 4683.982910
	Iteration 64Q: 3 clusters Score -1516762 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1516773.875000 Penalty: 4683.982910
	Iteration 65Q: 3 clusters Score -1516774 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1516783.875000 Penalty: 4683.982910
	Iteration 66Q: 3 clusters Score -1516784 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1516800.500000 Penalty: 4683.982910
	Iteration 67Q: 3 clusters Score -1516800 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1516811.000000 Penalty: 4683.982910
	Iteration 68Q: 3 clusters Score -1516811 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1516824.500000 Penalty: 4683.982910
	Iteration 69Q: 3 clusters Score -1516824 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1516833.250000 Penalty: 4683.982910
	Iteration 70Q: 3 clusters Score -1516833 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1516846.875000 Penalty: 4683.982910
	Iteration 71Q: 3 clusters Score -1516847 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1516861.250000 Penalty: 4683.982910
	Iteration 72Q: 3 clusters Score -1516861 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1516873.000000 Penalty: 4683.982910
	Iteration 73Q: 3 clusters Score -1516873 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1516881.750000 Penalty: 4683.982910
	Iteration 74Q: 3 clusters Score -1516882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1516881.500000 Penalty: 4683.982910
	Iteration 75Q: 3 clusters Score -1516882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1516885.375000 Penalty: 4683.982910
	Iteration 76Q: 3 clusters Score -1516885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1516892.375000 Penalty: 4683.982910
	Iteration 77Q: 3 clusters Score -1516892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1516893.625000 Penalty: 4683.982910
	Iteration 78Q: 3 clusters Score -1516894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1516892.875000 Penalty: 4683.982910
	Iteration 79Q: 3 clusters Score -1516893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1516898.375000 Penalty: 4683.982910
	Iteration 80F: 3 clusters Score -1516898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1516898.750000 Penalty: 4683.982910
	Iteration 81Q: 3 clusters Score -1516899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1516901.625000 Penalty: 4683.982910
	Iteration 82Q: 3 clusters Score -1516902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1516903.500000 Penalty: 4683.982910
	Iteration 83Q: 3 clusters Score -1516904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1516906.750000 Penalty: 4683.982910
	Iteration 84Q: 3 clusters Score -1516907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1516908.875000 Penalty: 4683.982910
	Iteration 85Q: 3 clusters Score -1516909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1516912.250000 Penalty: 4683.982910
	Iteration 86Q: 3 clusters Score -1516912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1516914.500000 Penalty: 4683.982910
	Iteration 87Q: 3 clusters Score -1516914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1516915.500000 Penalty: 4683.982910
	Iteration 88Q: 3 clusters Score -1516916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1516919.875000 Penalty: 4683.982910
	Iteration 89Q: 3 clusters Score -1516920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1516923.750000 Penalty: 4683.982910
	Iteration 90Q: 3 clusters Score -1516924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1516925.750000 Penalty: 4683.982910
	Iteration 91Q: 3 clusters Score -1516926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1516929.625000 Penalty: 4683.982910
	Iteration 92Q: 3 clusters Score -1516930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1516926.000000 Penalty: 4683.982910
	Iteration 93Q: 3 clusters Score -1516926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1516927.625000 Penalty: 4683.982910
	Iteration 94Q: 3 clusters Score -1516928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1516929.250000 Penalty: 4683.982910
	Iteration 95Q: 3 clusters Score -1516929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1516932.750000 Penalty: 4683.982910
	Iteration 96Q: 3 clusters Score -1516933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1516930.875000 Penalty: 4683.982910
	Iteration 97Q: 3 clusters Score -1516931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1516928.250000 Penalty: 4683.982910
	Iteration 98Q: 3 clusters Score -1516928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1516930.000000 Penalty: 4683.982910
	Iteration 99Q: 3 clusters Score -1516930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1516930.000000 Penalty: 4683.982910
	Iteration 100F: 3 clusters Score -1516930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (326099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326099 members 
Entering Unmasked Estep 
Score: -39655668.000000 Penalty: 3148.349121
	Iteration 0F: 2 clusters Score -3.965567e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163009 members 
Mstep: Class 2 contains 163090 members 
Entering Unmasked Estep 
Score: -39470452.000000 Penalty: 6296.698242
	Iteration 0F: 3 clusters Score -3.947045e+07 nChanged 157945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162594 members 
Mstep: Class 2 contains 163505 members 
Entering Unmasked Estep 
Score: -39563264.000000 Penalty: 6296.698242
	Iteration 1F: 3 clusters Score -3.956326e+07 nChanged 6745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162079 members 
Mstep: Class 2 contains 164020 members 
Entering Unmasked Estep 
Score: -39564448.000000 Penalty: 6296.698242
	Iteration 2Q: 3 clusters Score -3.956445e+07 nChanged 6858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161311 members 
Mstep: Class 2 contains 164788 members 
Entering Unmasked Estep 
Score: -39565304.000000 Penalty: 6296.698242
	Iteration 3Q: 3 clusters Score -3.95653e+07 nChanged 7068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159859 members 
Mstep: Class 2 contains 166240 members 
Entering Unmasked Estep 
Score: -39566440.000000 Penalty: 6296.698242
	Iteration 4Q: 3 clusters Score -3.956644e+07 nChanged 7812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157435 members 
Mstep: Class 2 contains 168664 members 
Entering Unmasked Estep 
Score: -39567748.000000 Penalty: 6296.698242
	Iteration 5Q: 3 clusters Score -3.956775e+07 nChanged 9152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153411 members 
Mstep: Class 2 contains 172688 members 
Entering Unmasked Estep 
Score: -39569884.000000 Penalty: 6296.698242
	Iteration 6Q: 3 clusters Score -3.956988e+07 nChanged 11164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146837 members 
Mstep: Class 2 contains 179262 members 
Entering Unmasked Estep 
Score: -39573148.000000 Penalty: 6296.698242
	Iteration 7Q: 3 clusters Score -3.957315e+07 nChanged 14372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136611 members 
Mstep: Class 2 contains 189488 members 
Entering Unmasked Estep 
Score: -39577996.000000 Penalty: 6296.698242
	Iteration 8Q: 3 clusters Score -3.9578e+07 nChanged 18512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121897 members 
Mstep: Class 2 contains 204202 members 
Entering Unmasked Estep 
Score: -39585020.000000 Penalty: 6296.698242
	Iteration 9F: 3 clusters Score -3.958502e+07 nChanged 22320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102913 members 
Mstep: Class 2 contains 223186 members 
Entering Unmasked Estep 
Score: -39594088.000000 Penalty: 6296.698242
	Iteration 10F: 3 clusters Score -3.959409e+07 nChanged 23507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82392 members 
Mstep: Class 2 contains 243707 members 
Entering Unmasked Estep 
Score: -39604108.000000 Penalty: 6296.698242
	Iteration 11F: 3 clusters Score -3.960411e+07 nChanged 21246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63294 members 
Mstep: Class 2 contains 262805 members 
Entering Unmasked Estep 
Score: -39614068.000000 Penalty: 6296.698242
	Iteration 12F: 3 clusters Score -3.961407e+07 nChanged 17010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47754 members 
Mstep: Class 2 contains 278345 members 
Entering Unmasked Estep 
Score: -39623096.000000 Penalty: 6296.698242
	Iteration 13F: 3 clusters Score -3.96231e+07 nChanged 12609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36257 members 
Mstep: Class 2 contains 289842 members 
Entering Unmasked Estep 
Score: -39630756.000000 Penalty: 6296.698242
	Iteration 14Q: 3 clusters Score -3.963076e+07 nChanged 8839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28586 members 
Mstep: Class 2 contains 297513 members 
Entering Unmasked Estep 
Score: -39636356.000000 Penalty: 6296.698242
	Iteration 15Q: 3 clusters Score -3.963636e+07 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 302248 members 
Entering Unmasked Estep 
Score: -39639864.000000 Penalty: 6296.698242
	Iteration 16Q: 3 clusters Score -3.963986e+07 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 305360 members 
Entering Unmasked Estep 
Score: -39642372.000000 Penalty: 6296.698242
	Iteration 17Q: 3 clusters Score -3.964237e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 307680 members 
Entering Unmasked Estep 
Score: -39644144.000000 Penalty: 6296.698242
	Iteration 18Q: 3 clusters Score -3.964414e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 309608 members 
Entering Unmasked Estep 
Score: -39645588.000000 Penalty: 6296.698242
	Iteration 19Q: 3 clusters Score -3.964559e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 311335 members 
Entering Unmasked Estep 
Score: -39646572.000000 Penalty: 6296.698242
	Iteration 20F: 3 clusters Score -3.964657e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 312862 members 
Entering Unmasked Estep 
Score: -39647404.000000 Penalty: 6296.698242
	Iteration 21Q: 3 clusters Score -3.96474e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 314207 members 
Entering Unmasked Estep 
Score: -39648220.000000 Penalty: 6296.698242
	Iteration 22Q: 3 clusters Score -3.964822e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 315333 members 
Entering Unmasked Estep 
Score: -39649004.000000 Penalty: 6296.698242
	Iteration 23Q: 3 clusters Score -3.9649e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 316328 members 
Entering Unmasked Estep 
Score: -39649656.000000 Penalty: 6296.698242
	Iteration 24Q: 3 clusters Score -3.964966e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 317193 members 
Entering Unmasked Estep 
Score: -39650324.000000 Penalty: 6296.698242
	Iteration 25Q: 3 clusters Score -3.965032e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 317891 members 
Entering Unmasked Estep 
Score: -39650796.000000 Penalty: 6296.698242
	Iteration 26Q: 3 clusters Score -3.96508e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 318460 members 
Entering Unmasked Estep 
Score: -39651200.000000 Penalty: 6296.698242
	Iteration 27Q: 3 clusters Score -3.96512e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 318912 members 
Entering Unmasked Estep 
Score: -39651496.000000 Penalty: 6296.698242
	Iteration 28Q: 3 clusters Score -3.96515e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 319265 members 
Entering Unmasked Estep 
Score: -39651936.000000 Penalty: 6296.698242
	Iteration 29Q: 3 clusters Score -3.965194e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 319550 members 
Entering Unmasked Estep 
Score: -39652280.000000 Penalty: 6296.698242
	Iteration 30Q: 3 clusters Score -3.965228e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 319781 members 
Entering Unmasked Estep 
Score: -39652500.000000 Penalty: 6296.698242
	Iteration 31Q: 3 clusters Score -3.96525e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 319949 members 
Entering Unmasked Estep 
Score: -39652744.000000 Penalty: 6296.698242
	Iteration 32Q: 3 clusters Score -3.965274e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 320085 members 
Entering Unmasked Estep 
Score: -39653064.000000 Penalty: 6296.698242
	Iteration 33Q: 3 clusters Score -3.965306e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 320209 members 
Entering Unmasked Estep 
Score: -39653288.000000 Penalty: 6296.698242
	Iteration 34Q: 3 clusters Score -3.965329e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 320331 members 
Entering Unmasked Estep 
Score: -39653444.000000 Penalty: 6296.698242
	Iteration 35Q: 3 clusters Score -3.965344e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 320446 members 
Entering Unmasked Estep 
Score: -39653624.000000 Penalty: 6296.698242
	Iteration 36Q: 3 clusters Score -3.965362e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 320524 members 
Entering Unmasked Estep 
Score: -39653768.000000 Penalty: 6296.698242
	Iteration 37Q: 3 clusters Score -3.965377e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 320609 members 
Entering Unmasked Estep 
Score: -39653944.000000 Penalty: 6296.698242
	Iteration 38Q: 3 clusters Score -3.965394e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 320676 members 
Entering Unmasked Estep 
Score: -39654096.000000 Penalty: 6296.698242
	Iteration 39Q: 3 clusters Score -3.96541e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 320724 members 
Entering Unmasked Estep 
Score: -39654228.000000 Penalty: 6296.698242
	Iteration 40F: 3 clusters Score -3.965423e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 320646 members 
Entering Unmasked Estep 
Score: -39654344.000000 Penalty: 6296.698242
	Iteration 41Q: 3 clusters Score -3.965434e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 320571 members 
Entering Unmasked Estep 
Score: -39654564.000000 Penalty: 6296.698242
	Iteration 42Q: 3 clusters Score -3.965456e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 320500 members 
Entering Unmasked Estep 
Score: -39654628.000000 Penalty: 6296.698242
	Iteration 43Q: 3 clusters Score -3.965463e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 320434 members 
Entering Unmasked Estep 
Score: -39654716.000000 Penalty: 6296.698242
	Iteration 44Q: 3 clusters Score -3.965472e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 320362 members 
Entering Unmasked Estep 
Score: -39654744.000000 Penalty: 6296.698242
	Iteration 45Q: 3 clusters Score -3.965474e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 320285 members 
Entering Unmasked Estep 
Score: -39654820.000000 Penalty: 6296.698242
	Iteration 46Q: 3 clusters Score -3.965482e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 320229 members 
Entering Unmasked Estep 
Score: -39654832.000000 Penalty: 6296.698242
	Iteration 47Q: 3 clusters Score -3.965483e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 320178 members 
Entering Unmasked Estep 
Score: -39654824.000000 Penalty: 6296.698242
	Iteration 48Q: 3 clusters Score -3.965482e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 320147 members 
Entering Unmasked Estep 
Score: -39654812.000000 Penalty: 6296.698242
	Iteration 49Q: 3 clusters Score -3.965481e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 320118 members 
Entering Unmasked Estep 
Score: -39654820.000000 Penalty: 6296.698242
	Iteration 50Q: 3 clusters Score -3.965482e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 320095 members 
Entering Unmasked Estep 
Score: -39654848.000000 Penalty: 6296.698242
	Iteration 51Q: 3 clusters Score -3.965485e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 320081 members 
Entering Unmasked Estep 
Score: -39654820.000000 Penalty: 6296.698242
	Iteration 52Q: 3 clusters Score -3.965482e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 320067 members 
Entering Unmasked Estep 
Score: -39654832.000000 Penalty: 6296.698242
	Iteration 53Q: 3 clusters Score -3.965483e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 320056 members 
Entering Unmasked Estep 
Score: -39654848.000000 Penalty: 6296.698242
	Iteration 54Q: 3 clusters Score -3.965485e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 320049 members 
Entering Unmasked Estep 
Score: -39654868.000000 Penalty: 6296.698242
	Iteration 55Q: 3 clusters Score -3.965487e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 320038 members 
Entering Unmasked Estep 
Score: -39654864.000000 Penalty: 6296.698242
	Iteration 56Q: 3 clusters Score -3.965486e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 320028 members 
Entering Unmasked Estep 
Score: -39654852.000000 Penalty: 6296.698242
	Iteration 57Q: 3 clusters Score -3.965485e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 320023 members 
Entering Unmasked Estep 
Score: -39654828.000000 Penalty: 6296.698242
	Iteration 58Q: 3 clusters Score -3.965483e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 320020 members 
Entering Unmasked Estep 
Score: -39654868.000000 Penalty: 6296.698242
	Iteration 59Q: 3 clusters Score -3.965487e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 320013 members 
Entering Unmasked Estep 
Score: -39654848.000000 Penalty: 6296.698242
	Iteration 60F: 3 clusters Score -3.965485e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 320008 members 
Entering Unmasked Estep 
Score: -39654848.000000 Penalty: 6296.698242
	Iteration 61Q: 3 clusters Score -3.965485e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 320004 members 
Entering Unmasked Estep 
Score: -39654848.000000 Penalty: 6296.698242
	Iteration 62Q: 3 clusters Score -3.965485e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 319999 members 
Entering Unmasked Estep 
Score: -39654848.000000 Penalty: 6296.698242
	Iteration 63Q: 3 clusters Score -3.965485e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 319996 members 
Entering Unmasked Estep 
Score: -39654844.000000 Penalty: 6296.698242
	Iteration 64Q: 3 clusters Score -3.965484e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 319994 members 
Entering Unmasked Estep 
Score: -39654860.000000 Penalty: 6296.698242
	Iteration 65Q: 3 clusters Score -3.965486e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 319988 members 
Entering Unmasked Estep 
Score: -39654840.000000 Penalty: 6296.698242
	Iteration 66Q: 3 clusters Score -3.965484e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 319984 members 
Entering Unmasked Estep 
Score: -39654868.000000 Penalty: 6296.698242
	Iteration 67Q: 3 clusters Score -3.965487e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 319981 members 
Entering Unmasked Estep 
Score: -39654868.000000 Penalty: 6296.698242
	Iteration 68Q: 3 clusters Score -3.965487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 319977 members 
Entering Unmasked Estep 
Score: -39654852.000000 Penalty: 6296.698242
	Iteration 69Q: 3 clusters Score -3.965485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 319977 members 
Entering Unmasked Estep 
Score: -39654880.000000 Penalty: 6296.698242
	Iteration 70Q: 3 clusters Score -3.965488e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 319974 members 
Entering Unmasked Estep 
Score: -39654900.000000 Penalty: 6296.698242
	Iteration 71Q: 3 clusters Score -3.96549e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 319967 members 
Entering Unmasked Estep 
Score: -39654880.000000 Penalty: 6296.698242
	Iteration 72Q: 3 clusters Score -3.965488e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 319966 members 
Entering Unmasked Estep 
Score: -39654884.000000 Penalty: 6296.698242
	Iteration 73Q: 3 clusters Score -3.965488e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 319966 members 
Entering Unmasked Estep 
Score: -39654884.000000 Penalty: 6296.698242
	Iteration 74F: 3 clusters Score -3.965488e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -27703.640625 Penalty: 1422.669922
	Iteration 0F: 2 clusters Score -27703.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -26401.865234 Penalty: 2845.339844
	Iteration 0F: 3 clusters Score -26401.87 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -26564.447266 Penalty: 2845.339844
	Iteration 1F: 3 clusters Score -26564.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -26613.902344 Penalty: 2845.339844
	Iteration 2Q: 3 clusters Score -26613.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -26651.441406 Penalty: 2845.339844
	Iteration 3Q: 3 clusters Score -26651.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -26670.556641 Penalty: 2845.339844
	Iteration 4Q: 3 clusters Score -26670.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -26679.183594 Penalty: 2845.339844
	Iteration 5Q: 3 clusters Score -26679.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -26683.207031 Penalty: 2845.339844
	Iteration 6Q: 3 clusters Score -26683.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -26685.917969 Penalty: 2845.339844
	Iteration 7Q: 3 clusters Score -26685.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -26685.917969 Penalty: 2845.339844
	Iteration 8F: 3 clusters Score -26685.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (41737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41737 members 
Entering Unmasked Estep 
Score: -5066567.500000 Penalty: 2638.507568
	Iteration 0F: 2 clusters Score -5066568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -5038471.000000 Penalty: 5277.015137
	Iteration 0F: 3 clusters Score -5038471 nChanged 19005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -5048950.000000 Penalty: 5277.015137
	Iteration 1F: 3 clusters Score -5048950 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -5049517.500000 Penalty: 5277.015137
	Iteration 2Q: 3 clusters Score -5049518 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -5050088.000000 Penalty: 5277.015137
	Iteration 3Q: 3 clusters Score -5050088 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -5050657.000000 Penalty: 5277.015137
	Iteration 4Q: 3 clusters Score -5050657 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -5051434.000000 Penalty: 5277.015137
	Iteration 5Q: 3 clusters Score -5051434 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -5052376.000000 Penalty: 5277.015137
	Iteration 6Q: 3 clusters Score -5052376 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -5053563.000000 Penalty: 5277.015137
	Iteration 7F: 3 clusters Score -5053563 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26862 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -5055214.000000 Penalty: 5277.015137
	Iteration 8F: 3 clusters Score -5055214 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -5057105.000000 Penalty: 5277.015137
	Iteration 9F: 3 clusters Score -5057105 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -5058942.000000 Penalty: 5277.015137
	Iteration 10F: 3 clusters Score -5058942 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -5060491.500000 Penalty: 5277.015137
	Iteration 11F: 3 clusters Score -5060492 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34009 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -5061666.500000 Penalty: 5277.015137
	Iteration 12Q: 3 clusters Score -5061666 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -5062518.500000 Penalty: 5277.015137
	Iteration 13Q: 3 clusters Score -5062518 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36049 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -5063074.000000 Penalty: 5277.015137
	Iteration 14Q: 3 clusters Score -5063074 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36717 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -5063426.000000 Penalty: 5277.015137
	Iteration 15Q: 3 clusters Score -5063426 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37199 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -5063664.000000 Penalty: 5277.015137
	Iteration 16Q: 3 clusters Score -5063664 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37596 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -5063887.500000 Penalty: 5277.015137
	Iteration 17Q: 3 clusters Score -5063888 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -5063999.000000 Penalty: 5277.015137
	Iteration 18Q: 3 clusters Score -5063999 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38183 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -5064116.500000 Penalty: 5277.015137
	Iteration 19Q: 3 clusters Score -5064116 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38393 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -5064202.000000 Penalty: 5277.015137
	Iteration 20F: 3 clusters Score -5064202 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38566 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -5064257.000000 Penalty: 5277.015137
	Iteration 21Q: 3 clusters Score -5064257 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38734 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -5064321.500000 Penalty: 5277.015137
	Iteration 22Q: 3 clusters Score -5064322 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38866 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -5064362.500000 Penalty: 5277.015137
	Iteration 23Q: 3 clusters Score -5064362 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38973 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -5064406.000000 Penalty: 5277.015137
	Iteration 24Q: 3 clusters Score -5064406 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -5064438.500000 Penalty: 5277.015137
	Iteration 25Q: 3 clusters Score -5064438 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -5064475.500000 Penalty: 5277.015137
	Iteration 26Q: 3 clusters Score -5064476 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39248 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -5064522.500000 Penalty: 5277.015137
	Iteration 27Q: 3 clusters Score -5064522 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39317 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -5064547.500000 Penalty: 5277.015137
	Iteration 28Q: 3 clusters Score -5064548 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39375 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -5064573.500000 Penalty: 5277.015137
	Iteration 29Q: 3 clusters Score -5064574 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39433 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -5064603.500000 Penalty: 5277.015137
	Iteration 30Q: 3 clusters Score -5064604 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39491 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -5064630.000000 Penalty: 5277.015137
	Iteration 31Q: 3 clusters Score -5064630 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39530 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -5064646.000000 Penalty: 5277.015137
	Iteration 32Q: 3 clusters Score -5064646 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39570 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -5064660.500000 Penalty: 5277.015137
	Iteration 33Q: 3 clusters Score -5064660 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39610 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -5064672.500000 Penalty: 5277.015137
	Iteration 34Q: 3 clusters Score -5064672 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39646 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -5064686.500000 Penalty: 5277.015137
	Iteration 35Q: 3 clusters Score -5064686 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39686 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -5064700.000000 Penalty: 5277.015137
	Iteration 36Q: 3 clusters Score -5064700 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39718 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -5064718.500000 Penalty: 5277.015137
	Iteration 37Q: 3 clusters Score -5064718 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39747 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -5064730.500000 Penalty: 5277.015137
	Iteration 38Q: 3 clusters Score -5064730 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39767 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -5064750.500000 Penalty: 5277.015137
	Iteration 39Q: 3 clusters Score -5064750 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39784 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -5064755.500000 Penalty: 5277.015137
	Iteration 40F: 3 clusters Score -5064756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39802 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -5064761.000000 Penalty: 5277.015137
	Iteration 41Q: 3 clusters Score -5064761 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39814 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -5064772.000000 Penalty: 5277.015137
	Iteration 42Q: 3 clusters Score -5064772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39823 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -5064773.000000 Penalty: 5277.015137
	Iteration 43Q: 3 clusters Score -5064773 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39833 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -5064782.000000 Penalty: 5277.015137
	Iteration 44Q: 3 clusters Score -5064782 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39844 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -5064789.000000 Penalty: 5277.015137
	Iteration 45Q: 3 clusters Score -5064789 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39856 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -5064802.000000 Penalty: 5277.015137
	Iteration 46Q: 3 clusters Score -5064802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39869 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -5064814.000000 Penalty: 5277.015137
	Iteration 47Q: 3 clusters Score -5064814 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39883 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -5064812.000000 Penalty: 5277.015137
	Iteration 48Q: 3 clusters Score -5064812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -5064814.000000 Penalty: 5277.015137
	Iteration 49Q: 3 clusters Score -5064814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39909 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -5064825.000000 Penalty: 5277.015137
	Iteration 50Q: 3 clusters Score -5064825 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39925 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -5064841.500000 Penalty: 5277.015137
	Iteration 51Q: 3 clusters Score -5064842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39942 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -5064833.500000 Penalty: 5277.015137
	Iteration 52Q: 3 clusters Score -5064834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39951 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -5064848.000000 Penalty: 5277.015137
	Iteration 53Q: 3 clusters Score -5064848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39959 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -5064860.500000 Penalty: 5277.015137
	Iteration 54Q: 3 clusters Score -5064860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39975 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -5064868.000000 Penalty: 5277.015137
	Iteration 55Q: 3 clusters Score -5064868 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -5064862.500000 Penalty: 5277.015137
	Iteration 56Q: 3 clusters Score -5064862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40002 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -5064869.000000 Penalty: 5277.015137
	Iteration 57Q: 3 clusters Score -5064869 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40015 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -5064871.500000 Penalty: 5277.015137
	Iteration 58Q: 3 clusters Score -5064872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40027 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -5064875.000000 Penalty: 5277.015137
	Iteration 59Q: 3 clusters Score -5064875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40034 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -5064876.500000 Penalty: 5277.015137
	Iteration 60F: 3 clusters Score -5064876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40042 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -5064880.500000 Penalty: 5277.015137
	Iteration 61Q: 3 clusters Score -5064880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40054 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -5064883.000000 Penalty: 5277.015137
	Iteration 62Q: 3 clusters Score -5064883 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40064 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -5064893.500000 Penalty: 5277.015137
	Iteration 63Q: 3 clusters Score -5064894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40076 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -5064897.500000 Penalty: 5277.015137
	Iteration 64Q: 3 clusters Score -5064898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40090 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -5064898.500000 Penalty: 5277.015137
	Iteration 65Q: 3 clusters Score -5064898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40100 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -5064905.000000 Penalty: 5277.015137
	Iteration 66Q: 3 clusters Score -5064905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40105 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -5064902.500000 Penalty: 5277.015137
	Iteration 67Q: 3 clusters Score -5064902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40103 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -5064905.000000 Penalty: 5277.015137
	Iteration 68Q: 3 clusters Score -5064905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40103 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -5064905.000000 Penalty: 5277.015137
	Iteration 69F: 3 clusters Score -5064905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41392 members 
Entering Unmasked Estep 
Score: -4718344.000000 Penalty: 2636.449219
	Iteration 0F: 2 clusters Score -4718344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -4690398.500000 Penalty: 5272.898438
	Iteration 0F: 3 clusters Score -4690398 nChanged 18902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -4701274.000000 Penalty: 5272.898438
	Iteration 1F: 3 clusters Score -4701274 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -4702445.500000 Penalty: 5272.898438
	Iteration 2F: 3 clusters Score -4702446 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -4703776.500000 Penalty: 5272.898438
	Iteration 3F: 3 clusters Score -4703776 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -4705240.500000 Penalty: 5272.898438
	Iteration 4F: 3 clusters Score -4705240 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -4706553.500000 Penalty: 5272.898438
	Iteration 5F: 3 clusters Score -4706554 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -4707624.500000 Penalty: 5272.898438
	Iteration 6F: 3 clusters Score -4707624 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -4708387.000000 Penalty: 5272.898438
	Iteration 7Q: 3 clusters Score -4708387 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -4708951.000000 Penalty: 5272.898438
	Iteration 8Q: 3 clusters Score -4708951 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -4709396.000000 Penalty: 5272.898438
	Iteration 9Q: 3 clusters Score -4709396 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -4709791.000000 Penalty: 5272.898438
	Iteration 10Q: 3 clusters Score -4709791 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -4710277.500000 Penalty: 5272.898438
	Iteration 11Q: 3 clusters Score -4710278 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -4710770.000000 Penalty: 5272.898438
	Iteration 12Q: 3 clusters Score -4710770 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -4711294.500000 Penalty: 5272.898438
	Iteration 13Q: 3 clusters Score -4711294 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -4711850.500000 Penalty: 5272.898438
	Iteration 14Q: 3 clusters Score -4711850 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -4712396.500000 Penalty: 5272.898438
	Iteration 15Q: 3 clusters Score -4712396 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -4712908.500000 Penalty: 5272.898438
	Iteration 16Q: 3 clusters Score -4712908 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 31113 members 
Entering Unmasked Estep 
Score: -4713341.500000 Penalty: 5272.898438
	Iteration 17Q: 3 clusters Score -4713342 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 32075 members 
Entering Unmasked Estep 
Score: -4713733.500000 Penalty: 5272.898438
	Iteration 18Q: 3 clusters Score -4713734 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 33010 members 
Entering Unmasked Estep 
Score: -4714160.500000 Penalty: 5272.898438
	Iteration 19Q: 3 clusters Score -4714160 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 33846 members 
Entering Unmasked Estep 
Score: -4714514.000000 Penalty: 5272.898438
	Iteration 20F: 3 clusters Score -4714514 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 34643 members 
Entering Unmasked Estep 
Score: -4714907.000000 Penalty: 5272.898438
	Iteration 21Q: 3 clusters Score -4714907 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 35346 members 
Entering Unmasked Estep 
Score: -4715305.000000 Penalty: 5272.898438
	Iteration 22Q: 3 clusters Score -4715305 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 35935 members 
Entering Unmasked Estep 
Score: -4715622.500000 Penalty: 5272.898438
	Iteration 23Q: 3 clusters Score -4715622 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 36428 members 
Entering Unmasked Estep 
Score: -4715861.000000 Penalty: 5272.898438
	Iteration 24Q: 3 clusters Score -4715861 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 36854 members 
Entering Unmasked Estep 
Score: -4716033.500000 Penalty: 5272.898438
	Iteration 25Q: 3 clusters Score -4716034 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -4716163.000000 Penalty: 5272.898438
	Iteration 26Q: 3 clusters Score -4716163 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 37488 members 
Entering Unmasked Estep 
Score: -4716285.000000 Penalty: 5272.898438
	Iteration 27Q: 3 clusters Score -4716285 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -4716352.500000 Penalty: 5272.898438
	Iteration 28Q: 3 clusters Score -4716352 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 37939 members 
Entering Unmasked Estep 
Score: -4716429.000000 Penalty: 5272.898438
	Iteration 29Q: 3 clusters Score -4716429 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 38118 members 
Entering Unmasked Estep 
Score: -4716472.500000 Penalty: 5272.898438
	Iteration 30Q: 3 clusters Score -4716472 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 38277 members 
Entering Unmasked Estep 
Score: -4716512.500000 Penalty: 5272.898438
	Iteration 31Q: 3 clusters Score -4716512 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 38405 members 
Entering Unmasked Estep 
Score: -4716557.000000 Penalty: 5272.898438
	Iteration 32Q: 3 clusters Score -4716557 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 38494 members 
Entering Unmasked Estep 
Score: -4716587.000000 Penalty: 5272.898438
	Iteration 33Q: 3 clusters Score -4716587 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 38578 members 
Entering Unmasked Estep 
Score: -4716609.500000 Penalty: 5272.898438
	Iteration 34Q: 3 clusters Score -4716610 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 38645 members 
Entering Unmasked Estep 
Score: -4716630.000000 Penalty: 5272.898438
	Iteration 35Q: 3 clusters Score -4716630 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 38695 members 
Entering Unmasked Estep 
Score: -4716643.500000 Penalty: 5272.898438
	Iteration 36Q: 3 clusters Score -4716644 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 38751 members 
Entering Unmasked Estep 
Score: -4716659.500000 Penalty: 5272.898438
	Iteration 37Q: 3 clusters Score -4716660 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 38803 members 
Entering Unmasked Estep 
Score: -4716670.500000 Penalty: 5272.898438
	Iteration 38Q: 3 clusters Score -4716670 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 38840 members 
Entering Unmasked Estep 
Score: -4716674.000000 Penalty: 5272.898438
	Iteration 39Q: 3 clusters Score -4716674 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 38874 members 
Entering Unmasked Estep 
Score: -4716669.000000 Penalty: 5272.898438
	Iteration 40F: 3 clusters Score -4716669 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 38909 members 
Entering Unmasked Estep 
Score: -4716681.500000 Penalty: 5272.898438
	Iteration 41Q: 3 clusters Score -4716682 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 38939 members 
Entering Unmasked Estep 
Score: -4716685.000000 Penalty: 5272.898438
	Iteration 42Q: 3 clusters Score -4716685 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
Score: -4716698.500000 Penalty: 5272.898438
	Iteration 43Q: 3 clusters Score -4716698 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 38992 members 
Entering Unmasked Estep 
Score: -4716714.000000 Penalty: 5272.898438
	Iteration 44Q: 3 clusters Score -4716714 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 39020 members 
Entering Unmasked Estep 
Score: -4716718.500000 Penalty: 5272.898438
	Iteration 45Q: 3 clusters Score -4716718 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 39043 members 
Entering Unmasked Estep 
Score: -4716722.000000 Penalty: 5272.898438
	Iteration 46Q: 3 clusters Score -4716722 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 39058 members 
Entering Unmasked Estep 
Score: -4716733.000000 Penalty: 5272.898438
	Iteration 47Q: 3 clusters Score -4716733 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 39076 members 
Entering Unmasked Estep 
Score: -4716732.000000 Penalty: 5272.898438
	Iteration 48Q: 3 clusters Score -4716732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 39087 members 
Entering Unmasked Estep 
Score: -4716732.500000 Penalty: 5272.898438
	Iteration 49Q: 3 clusters Score -4716732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
Score: -4716733.000000 Penalty: 5272.898438
	Iteration 50Q: 3 clusters Score -4716733 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 39108 members 
Entering Unmasked Estep 
Score: -4716732.500000 Penalty: 5272.898438
	Iteration 51Q: 3 clusters Score -4716732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 39116 members 
Entering Unmasked Estep 
Score: -4716739.000000 Penalty: 5272.898438
	Iteration 52Q: 3 clusters Score -4716739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 39124 members 
Entering Unmasked Estep 
Score: -4716738.000000 Penalty: 5272.898438
	Iteration 53Q: 3 clusters Score -4716738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
Score: -4716745.000000 Penalty: 5272.898438
	Iteration 54Q: 3 clusters Score -4716745 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 39148 members 
Entering Unmasked Estep 
Score: -4716741.500000 Penalty: 5272.898438
	Iteration 55Q: 3 clusters Score -4716742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 39157 members 
Entering Unmasked Estep 
Score: -4716748.500000 Penalty: 5272.898438
	Iteration 56Q: 3 clusters Score -4716748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 39166 members 
Entering Unmasked Estep 
Score: -4716759.500000 Penalty: 5272.898438
	Iteration 57Q: 3 clusters Score -4716760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 39176 members 
Entering Unmasked Estep 
Score: -4716756.000000 Penalty: 5272.898438
	Iteration 58Q: 3 clusters Score -4716756 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 39193 members 
Entering Unmasked Estep 
Score: -4716767.500000 Penalty: 5272.898438
	Iteration 59Q: 3 clusters Score -4716768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 39206 members 
Entering Unmasked Estep 
Score: -4716773.500000 Penalty: 5272.898438
	Iteration 60F: 3 clusters Score -4716774 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 39225 members 
Entering Unmasked Estep 
Score: -4716780.500000 Penalty: 5272.898438
	Iteration 61Q: 3 clusters Score -4716780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 39234 members 
Entering Unmasked Estep 
Score: -4716786.500000 Penalty: 5272.898438
	Iteration 62Q: 3 clusters Score -4716786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 39239 members 
Entering Unmasked Estep 
Score: -4716781.000000 Penalty: 5272.898438
	Iteration 63Q: 3 clusters Score -4716781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 39247 members 
Entering Unmasked Estep 
Score: -4716784.000000 Penalty: 5272.898438
	Iteration 64Q: 3 clusters Score -4716784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 39254 members 
Entering Unmasked Estep 
Score: -4716789.000000 Penalty: 5272.898438
	Iteration 65Q: 3 clusters Score -4716789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 39262 members 
Entering Unmasked Estep 
Score: -4716789.000000 Penalty: 5272.898438
	Iteration 66Q: 3 clusters Score -4716789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 39273 members 
Entering Unmasked Estep 
Score: -4716794.500000 Penalty: 5272.898438
	Iteration 67Q: 3 clusters Score -4716794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 39284 members 
Entering Unmasked Estep 
Score: -4716793.500000 Penalty: 5272.898438
	Iteration 68Q: 3 clusters Score -4716794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 39293 members 
Entering Unmasked Estep 
Score: -4716805.500000 Penalty: 5272.898438
	Iteration 69Q: 3 clusters Score -4716806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -4716799.500000 Penalty: 5272.898438
	Iteration 70Q: 3 clusters Score -4716800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 39302 members 
Entering Unmasked Estep 
Score: -4716801.500000 Penalty: 5272.898438
	Iteration 71Q: 3 clusters Score -4716802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 39311 members 
Entering Unmasked Estep 
Score: -4716803.000000 Penalty: 5272.898438
	Iteration 72Q: 3 clusters Score -4716803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 39319 members 
Entering Unmasked Estep 
Score: -4716802.500000 Penalty: 5272.898438
	Iteration 73Q: 3 clusters Score -4716802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -4716808.500000 Penalty: 5272.898438
	Iteration 74Q: 3 clusters Score -4716808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 39328 members 
Entering Unmasked Estep 
Score: -4716811.500000 Penalty: 5272.898438
	Iteration 75Q: 3 clusters Score -4716812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 39328 members 
Entering Unmasked Estep 
Score: -4716811.500000 Penalty: 5272.898438
	Iteration 76F: 3 clusters Score -4716812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Entering Unmasked Estep 
Score: -1340694.625000 Penalty: 2324.011230
	Iteration 0F: 2 clusters Score -1340695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1331832.875000 Penalty: 4648.022461
	Iteration 0F: 3 clusters Score -1331833 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1334531.000000 Penalty: 4648.022461
	Iteration 1F: 3 clusters Score -1334531 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1334916.875000 Penalty: 4648.022461
	Iteration 2F: 3 clusters Score -1334917 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1335202.125000 Penalty: 4648.022461
	Iteration 3F: 3 clusters Score -1335202 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1335472.375000 Penalty: 4648.022461
	Iteration 4Q: 3 clusters Score -1335472 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1335737.375000 Penalty: 4648.022461
	Iteration 5Q: 3 clusters Score -1335737 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1335963.000000 Penalty: 4648.022461
	Iteration 6Q: 3 clusters Score -1335963 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1336188.500000 Penalty: 4648.022461
	Iteration 7Q: 3 clusters Score -1336188 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1336364.500000 Penalty: 4648.022461
	Iteration 8Q: 3 clusters Score -1336364 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1336547.500000 Penalty: 4648.022461
	Iteration 9Q: 3 clusters Score -1336548 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1336716.125000 Penalty: 4648.022461
	Iteration 10Q: 3 clusters Score -1336716 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1336889.750000 Penalty: 4648.022461
	Iteration 11Q: 3 clusters Score -1336890 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1337086.125000 Penalty: 4648.022461
	Iteration 12Q: 3 clusters Score -1337086 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1337262.625000 Penalty: 4648.022461
	Iteration 13Q: 3 clusters Score -1337263 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1337421.250000 Penalty: 4648.022461
	Iteration 14Q: 3 clusters Score -1337421 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1337543.375000 Penalty: 4648.022461
	Iteration 15Q: 3 clusters Score -1337543 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1337642.125000 Penalty: 4648.022461
	Iteration 16Q: 3 clusters Score -1337642 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1337721.000000 Penalty: 4648.022461
	Iteration 17Q: 3 clusters Score -1337721 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1337793.375000 Penalty: 4648.022461
	Iteration 18Q: 3 clusters Score -1337793 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1337845.125000 Penalty: 4648.022461
	Iteration 19Q: 3 clusters Score -1337845 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1337891.125000 Penalty: 4648.022461
	Iteration 20F: 3 clusters Score -1337891 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1337922.750000 Penalty: 4648.022461
	Iteration 21Q: 3 clusters Score -1337923 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1337945.250000 Penalty: 4648.022461
	Iteration 22Q: 3 clusters Score -1337945 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1337968.125000 Penalty: 4648.022461
	Iteration 23Q: 3 clusters Score -1337968 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1337986.500000 Penalty: 4648.022461
	Iteration 24Q: 3 clusters Score -1337986 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1338001.500000 Penalty: 4648.022461
	Iteration 25Q: 3 clusters Score -1338002 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1338016.250000 Penalty: 4648.022461
	Iteration 26Q: 3 clusters Score -1338016 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1338027.125000 Penalty: 4648.022461
	Iteration 27Q: 3 clusters Score -1338027 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1338036.875000 Penalty: 4648.022461
	Iteration 28Q: 3 clusters Score -1338037 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1338047.250000 Penalty: 4648.022461
	Iteration 29Q: 3 clusters Score -1338047 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1338056.500000 Penalty: 4648.022461
	Iteration 30Q: 3 clusters Score -1338056 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1338063.125000 Penalty: 4648.022461
	Iteration 31Q: 3 clusters Score -1338063 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1338072.625000 Penalty: 4648.022461
	Iteration 32Q: 3 clusters Score -1338073 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1338084.875000 Penalty: 4648.022461
	Iteration 33Q: 3 clusters Score -1338085 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1338091.375000 Penalty: 4648.022461
	Iteration 34Q: 3 clusters Score -1338091 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1338098.125000 Penalty: 4648.022461
	Iteration 35Q: 3 clusters Score -1338098 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1338103.875000 Penalty: 4648.022461
	Iteration 36Q: 3 clusters Score -1338104 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1338112.375000 Penalty: 4648.022461
	Iteration 37Q: 3 clusters Score -1338112 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1338117.750000 Penalty: 4648.022461
	Iteration 38Q: 3 clusters Score -1338118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1338118.125000 Penalty: 4648.022461
	Iteration 39Q: 3 clusters Score -1338118 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1338117.375000 Penalty: 4648.022461
	Iteration 40F: 3 clusters Score -1338117 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1338118.125000 Penalty: 4648.022461
	Iteration 41Q: 3 clusters Score -1338118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1338123.875000 Penalty: 4648.022461
	Iteration 42Q: 3 clusters Score -1338124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1338123.250000 Penalty: 4648.022461
	Iteration 43Q: 3 clusters Score -1338123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1338127.375000 Penalty: 4648.022461
	Iteration 44Q: 3 clusters Score -1338127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1338130.375000 Penalty: 4648.022461
	Iteration 45Q: 3 clusters Score -1338130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1338126.500000 Penalty: 4648.022461
	Iteration 46Q: 3 clusters Score -1338126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1338129.500000 Penalty: 4648.022461
	Iteration 47Q: 3 clusters Score -1338130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1338128.375000 Penalty: 4648.022461
	Iteration 48Q: 3 clusters Score -1338128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1338129.125000 Penalty: 4648.022461
	Iteration 49Q: 3 clusters Score -1338129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1338131.000000 Penalty: 4648.022461
	Iteration 50Q: 3 clusters Score -1338131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1338131.750000 Penalty: 4648.022461
	Iteration 51Q: 3 clusters Score -1338132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1338131.750000 Penalty: 4648.022461
	Iteration 52Q: 3 clusters Score -1338132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1338133.750000 Penalty: 4648.022461
	Iteration 53Q: 3 clusters Score -1338134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1338133.750000 Penalty: 4648.022461
	Iteration 54Q: 3 clusters Score -1338134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1338133.750000 Penalty: 4648.022461
	Iteration 55F: 3 clusters Score -1338134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Entering Unmasked Estep 
Score: -2014850.500000 Penalty: 2409.271729
	Iteration 0F: 2 clusters Score -2014850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -2003002.625000 Penalty: 4818.543457
	Iteration 0F: 3 clusters Score -2003003 nChanged 7111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -2006698.125000 Penalty: 4818.543457
	Iteration 1F: 3 clusters Score -2006698 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -2007141.500000 Penalty: 4818.543457
	Iteration 2F: 3 clusters Score -2007142 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -2007581.625000 Penalty: 4818.543457
	Iteration 3F: 3 clusters Score -2007582 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -2008117.750000 Penalty: 4818.543457
	Iteration 4F: 3 clusters Score -2008118 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -2008793.750000 Penalty: 4818.543457
	Iteration 5F: 3 clusters Score -2008794 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -2009580.000000 Penalty: 4818.543457
	Iteration 6F: 3 clusters Score -2009580 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -2010422.625000 Penalty: 4818.543457
	Iteration 7F: 3 clusters Score -2010423 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2011179.625000 Penalty: 4818.543457
	Iteration 8F: 3 clusters Score -2011180 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2011770.125000 Penalty: 4818.543457
	Iteration 9Q: 3 clusters Score -2011770 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2012164.250000 Penalty: 4818.543457
	Iteration 10Q: 3 clusters Score -2012164 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2012433.750000 Penalty: 4818.543457
	Iteration 11Q: 3 clusters Score -2012434 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2012586.375000 Penalty: 4818.543457
	Iteration 12Q: 3 clusters Score -2012586 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2012667.750000 Penalty: 4818.543457
	Iteration 13Q: 3 clusters Score -2012668 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2012724.375000 Penalty: 4818.543457
	Iteration 14Q: 3 clusters Score -2012724 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2012765.125000 Penalty: 4818.543457
	Iteration 15Q: 3 clusters Score -2012765 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2012796.500000 Penalty: 4818.543457
	Iteration 16Q: 3 clusters Score -2012796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2012813.000000 Penalty: 4818.543457
	Iteration 17Q: 3 clusters Score -2012813 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2012826.250000 Penalty: 4818.543457
	Iteration 18Q: 3 clusters Score -2012826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2012833.000000 Penalty: 4818.543457
	Iteration 19Q: 3 clusters Score -2012833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2012837.000000 Penalty: 4818.543457
	Iteration 20F: 3 clusters Score -2012837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2012842.625000 Penalty: 4818.543457
	Iteration 21Q: 3 clusters Score -2012843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2012843.125000 Penalty: 4818.543457
	Iteration 22Q: 3 clusters Score -2012843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2012849.125000 Penalty: 4818.543457
	Iteration 23Q: 3 clusters Score -2012849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2012850.750000 Penalty: 4818.543457
	Iteration 24Q: 3 clusters Score -2012851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2012853.500000 Penalty: 4818.543457
	Iteration 25Q: 3 clusters Score -2012854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2012854.750000 Penalty: 4818.543457
	Iteration 26Q: 3 clusters Score -2012855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2012856.625000 Penalty: 4818.543457
	Iteration 27Q: 3 clusters Score -2012857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2012858.250000 Penalty: 4818.543457
	Iteration 28Q: 3 clusters Score -2012858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2012861.875000 Penalty: 4818.543457
	Iteration 29Q: 3 clusters Score -2012862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2012865.750000 Penalty: 4818.543457
	Iteration 30Q: 3 clusters Score -2012866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2012869.750000 Penalty: 4818.543457
	Iteration 31Q: 3 clusters Score -2012870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2012873.875000 Penalty: 4818.543457
	Iteration 32Q: 3 clusters Score -2012874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2012877.125000 Penalty: 4818.543457
	Iteration 33Q: 3 clusters Score -2012877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2012879.250000 Penalty: 4818.543457
	Iteration 34Q: 3 clusters Score -2012879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2012880.000000 Penalty: 4818.543457
	Iteration 35Q: 3 clusters Score -2012880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2012882.875000 Penalty: 4818.543457
	Iteration 36Q: 3 clusters Score -2012883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2012882.125000 Penalty: 4818.543457
	Iteration 37Q: 3 clusters Score -2012882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2012882.125000 Penalty: 4818.543457
	Iteration 38F: 3 clusters Score -2012882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Entering Unmasked Estep 
Score: -733408.750000 Penalty: 2176.336426
	Iteration 0F: 2 clusters Score -733408.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -727918.875000 Penalty: 4352.672852
	Iteration 0F: 3 clusters Score -727918.9 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -729383.812500 Penalty: 4352.672852
	Iteration 1F: 3 clusters Score -729383.8 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -729693.062500 Penalty: 4352.672852
	Iteration 2F: 3 clusters Score -729693.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -729919.812500 Penalty: 4352.672852
	Iteration 3F: 3 clusters Score -729919.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -730097.937500 Penalty: 4352.672852
	Iteration 4Q: 3 clusters Score -730097.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -730271.312500 Penalty: 4352.672852
	Iteration 5Q: 3 clusters Score -730271.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -730408.875000 Penalty: 4352.672852
	Iteration 6Q: 3 clusters Score -730408.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -730549.437500 Penalty: 4352.672852
	Iteration 7Q: 3 clusters Score -730549.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -730681.437500 Penalty: 4352.672852
	Iteration 8Q: 3 clusters Score -730681.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -730801.312500 Penalty: 4352.672852
	Iteration 9Q: 3 clusters Score -730801.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -730934.000000 Penalty: 4352.672852
	Iteration 10Q: 3 clusters Score -730934 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -731042.687500 Penalty: 4352.672852
	Iteration 11Q: 3 clusters Score -731042.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -731130.625000 Penalty: 4352.672852
	Iteration 12Q: 3 clusters Score -731130.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -731184.187500 Penalty: 4352.672852
	Iteration 13Q: 3 clusters Score -731184.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -731228.812500 Penalty: 4352.672852
	Iteration 14Q: 3 clusters Score -731228.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -731262.187500 Penalty: 4352.672852
	Iteration 15Q: 3 clusters Score -731262.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -731296.437500 Penalty: 4352.672852
	Iteration 16Q: 3 clusters Score -731296.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -731335.125000 Penalty: 4352.672852
	Iteration 17Q: 3 clusters Score -731335.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -731370.125000 Penalty: 4352.672852
	Iteration 18Q: 3 clusters Score -731370.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -731408.875000 Penalty: 4352.672852
	Iteration 19Q: 3 clusters Score -731408.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -731445.875000 Penalty: 4352.672852
	Iteration 20F: 3 clusters Score -731445.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -731479.500000 Penalty: 4352.672852
	Iteration 21Q: 3 clusters Score -731479.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -731513.500000 Penalty: 4352.672852
	Iteration 22Q: 3 clusters Score -731513.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -731540.562500 Penalty: 4352.672852
	Iteration 23Q: 3 clusters Score -731540.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -731567.437500 Penalty: 4352.672852
	Iteration 24Q: 3 clusters Score -731567.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -731595.812500 Penalty: 4352.672852
	Iteration 25Q: 3 clusters Score -731595.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -731624.250000 Penalty: 4352.672852
	Iteration 26Q: 3 clusters Score -731624.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -731660.562500 Penalty: 4352.672852
	Iteration 27Q: 3 clusters Score -731660.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -731682.625000 Penalty: 4352.672852
	Iteration 28Q: 3 clusters Score -731682.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -731703.750000 Penalty: 4352.672852
	Iteration 29Q: 3 clusters Score -731703.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -731727.062500 Penalty: 4352.672852
	Iteration 30Q: 3 clusters Score -731727.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -731753.375000 Penalty: 4352.672852
	Iteration 31Q: 3 clusters Score -731753.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -731782.812500 Penalty: 4352.672852
	Iteration 32Q: 3 clusters Score -731782.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -731811.937500 Penalty: 4352.672852
	Iteration 33Q: 3 clusters Score -731811.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -731843.625000 Penalty: 4352.672852
	Iteration 34Q: 3 clusters Score -731843.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -731875.250000 Penalty: 4352.672852
	Iteration 35Q: 3 clusters Score -731875.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -731899.187500 Penalty: 4352.672852
	Iteration 36Q: 3 clusters Score -731899.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -731923.000000 Penalty: 4352.672852
	Iteration 37Q: 3 clusters Score -731923 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -731944.125000 Penalty: 4352.672852
	Iteration 38Q: 3 clusters Score -731944.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -731970.312500 Penalty: 4352.672852
	Iteration 39Q: 3 clusters Score -731970.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -731989.875000 Penalty: 4352.672852
	Iteration 40F: 3 clusters Score -731989.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -732002.875000 Penalty: 4352.672852
	Iteration 41Q: 3 clusters Score -732002.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -732020.625000 Penalty: 4352.672852
	Iteration 42Q: 3 clusters Score -732020.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -732038.062500 Penalty: 4352.672852
	Iteration 43Q: 3 clusters Score -732038.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -732047.562500 Penalty: 4352.672852
	Iteration 44Q: 3 clusters Score -732047.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -732062.187500 Penalty: 4352.672852
	Iteration 45Q: 3 clusters Score -732062.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -732070.312500 Penalty: 4352.672852
	Iteration 46Q: 3 clusters Score -732070.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -732078.687500 Penalty: 4352.672852
	Iteration 47Q: 3 clusters Score -732078.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -732084.250000 Penalty: 4352.672852
	Iteration 48Q: 3 clusters Score -732084.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -732089.125000 Penalty: 4352.672852
	Iteration 49Q: 3 clusters Score -732089.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -732090.812500 Penalty: 4352.672852
	Iteration 50Q: 3 clusters Score -732090.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -732094.000000 Penalty: 4352.672852
	Iteration 51Q: 3 clusters Score -732094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -732098.125000 Penalty: 4352.672852
	Iteration 52Q: 3 clusters Score -732098.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -732102.437500 Penalty: 4352.672852
	Iteration 53Q: 3 clusters Score -732102.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -732107.500000 Penalty: 4352.672852
	Iteration 54Q: 3 clusters Score -732107.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -732110.312500 Penalty: 4352.672852
	Iteration 55Q: 3 clusters Score -732110.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -732115.625000 Penalty: 4352.672852
	Iteration 56Q: 3 clusters Score -732115.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -732119.250000 Penalty: 4352.672852
	Iteration 57Q: 3 clusters Score -732119.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -732126.187500 Penalty: 4352.672852
	Iteration 58Q: 3 clusters Score -732126.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -732129.750000 Penalty: 4352.672852
	Iteration 59Q: 3 clusters Score -732129.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -732137.062500 Penalty: 4352.672852
	Iteration 60F: 3 clusters Score -732137.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -732144.500000 Penalty: 4352.672852
	Iteration 61Q: 3 clusters Score -732144.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -732166.437500 Penalty: 4352.672852
	Iteration 62Q: 3 clusters Score -732166.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -732183.312500 Penalty: 4352.672852
	Iteration 63Q: 3 clusters Score -732183.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -732207.187500 Penalty: 4352.672852
	Iteration 64Q: 3 clusters Score -732207.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -732231.625000 Penalty: 4352.672852
	Iteration 65Q: 3 clusters Score -732231.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -732248.187500 Penalty: 4352.672852
	Iteration 66Q: 3 clusters Score -732248.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -732261.500000 Penalty: 4352.672852
	Iteration 67Q: 3 clusters Score -732261.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -732271.375000 Penalty: 4352.672852
	Iteration 68Q: 3 clusters Score -732271.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -732282.750000 Penalty: 4352.672852
	Iteration 69Q: 3 clusters Score -732282.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -732291.562500 Penalty: 4352.672852
	Iteration 70Q: 3 clusters Score -732291.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -732302.937500 Penalty: 4352.672852
	Iteration 71Q: 3 clusters Score -732302.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -732313.562500 Penalty: 4352.672852
	Iteration 72Q: 3 clusters Score -732313.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -732322.750000 Penalty: 4352.672852
	Iteration 73Q: 3 clusters Score -732322.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -732332.062500 Penalty: 4352.672852
	Iteration 74Q: 3 clusters Score -732332.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -732338.000000 Penalty: 4352.672852
	Iteration 75Q: 3 clusters Score -732338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -732346.562500 Penalty: 4352.672852
	Iteration 76Q: 3 clusters Score -732346.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -732358.187500 Penalty: 4352.672852
	Iteration 77Q: 3 clusters Score -732358.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -732371.750000 Penalty: 4352.672852
	Iteration 78Q: 3 clusters Score -732371.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -732388.000000 Penalty: 4352.672852
	Iteration 79Q: 3 clusters Score -732388 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -732408.750000 Penalty: 4352.672852
	Iteration 80F: 3 clusters Score -732408.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -732422.750000 Penalty: 4352.672852
	Iteration 81Q: 3 clusters Score -732422.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -732432.500000 Penalty: 4352.672852
	Iteration 82Q: 3 clusters Score -732432.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -732438.625000 Penalty: 4352.672852
	Iteration 83Q: 3 clusters Score -732438.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -732447.187500 Penalty: 4352.672852
	Iteration 84Q: 3 clusters Score -732447.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -732458.312500 Penalty: 4352.672852
	Iteration 85Q: 3 clusters Score -732458.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -732465.937500 Penalty: 4352.672852
	Iteration 86Q: 3 clusters Score -732465.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -732474.812500 Penalty: 4352.672852
	Iteration 87Q: 3 clusters Score -732474.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -732484.062500 Penalty: 4352.672852
	Iteration 88Q: 3 clusters Score -732484.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -732494.375000 Penalty: 4352.672852
	Iteration 89Q: 3 clusters Score -732494.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -732505.500000 Penalty: 4352.672852
	Iteration 90Q: 3 clusters Score -732505.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -732512.500000 Penalty: 4352.672852
	Iteration 91Q: 3 clusters Score -732512.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -732521.062500 Penalty: 4352.672852
	Iteration 92Q: 3 clusters Score -732521.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -732531.687500 Penalty: 4352.672852
	Iteration 93Q: 3 clusters Score -732531.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -732544.687500 Penalty: 4352.672852
	Iteration 94Q: 3 clusters Score -732544.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -732558.125000 Penalty: 4352.672852
	Iteration 95Q: 3 clusters Score -732558.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -732580.937500 Penalty: 4352.672852
	Iteration 96Q: 3 clusters Score -732580.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -732603.375000 Penalty: 4352.672852
	Iteration 97Q: 3 clusters Score -732603.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -732626.125000 Penalty: 4352.672852
	Iteration 98Q: 3 clusters Score -732626.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -732645.000000 Penalty: 4352.672852
	Iteration 99Q: 3 clusters Score -732645 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -732662.875000 Penalty: 4352.672852
	Iteration 100F: 3 clusters Score -732662.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -732675.250000 Penalty: 4352.672852
	Iteration 101Q: 3 clusters Score -732675.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -732684.937500 Penalty: 4352.672852
	Iteration 102Q: 3 clusters Score -732684.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -732691.687500 Penalty: 4352.672852
	Iteration 103Q: 3 clusters Score -732691.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -732698.937500 Penalty: 4352.672852
	Iteration 104Q: 3 clusters Score -732698.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -732704.937500 Penalty: 4352.672852
	Iteration 105Q: 3 clusters Score -732704.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -732707.500000 Penalty: 4352.672852
	Iteration 106Q: 3 clusters Score -732707.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -732711.562500 Penalty: 4352.672852
	Iteration 107Q: 3 clusters Score -732711.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -732713.312500 Penalty: 4352.672852
	Iteration 108Q: 3 clusters Score -732713.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -732715.812500 Penalty: 4352.672852
	Iteration 109Q: 3 clusters Score -732715.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -732718.250000 Penalty: 4352.672852
	Iteration 110Q: 3 clusters Score -732718.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -732720.250000 Penalty: 4352.672852
	Iteration 111Q: 3 clusters Score -732720.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -732719.875000 Penalty: 4352.672852
	Iteration 112Q: 3 clusters Score -732719.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -732719.312500 Penalty: 4352.672852
	Iteration 113Q: 3 clusters Score -732719.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -732720.687500 Penalty: 4352.672852
	Iteration 114Q: 3 clusters Score -732720.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -732720.687500 Penalty: 4352.672852
	Iteration 115F: 3 clusters Score -732720.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Entering Unmasked Estep 
Score: -684997.375000 Penalty: 2158.840088
	Iteration 0F: 2 clusters Score -684997.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -679864.937500 Penalty: 4317.680176
	Iteration 0F: 3 clusters Score -679864.9 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -681281.500000 Penalty: 4317.680176
	Iteration 1F: 3 clusters Score -681281.5 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -681650.875000 Penalty: 4317.680176
	Iteration 2F: 3 clusters Score -681650.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -681960.062500 Penalty: 4317.680176
	Iteration 3F: 3 clusters Score -681960.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -682267.312500 Penalty: 4317.680176
	Iteration 4F: 3 clusters Score -682267.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -682486.125000 Penalty: 4317.680176
	Iteration 5F: 3 clusters Score -682486.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -682645.562500 Penalty: 4317.680176
	Iteration 6Q: 3 clusters Score -682645.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -682771.750000 Penalty: 4317.680176
	Iteration 7Q: 3 clusters Score -682771.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -682870.687500 Penalty: 4317.680176
	Iteration 8Q: 3 clusters Score -682870.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -682939.562500 Penalty: 4317.680176
	Iteration 9Q: 3 clusters Score -682939.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -682992.562500 Penalty: 4317.680176
	Iteration 10Q: 3 clusters Score -682992.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -683026.312500 Penalty: 4317.680176
	Iteration 11Q: 3 clusters Score -683026.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -683055.312500 Penalty: 4317.680176
	Iteration 12Q: 3 clusters Score -683055.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -683092.625000 Penalty: 4317.680176
	Iteration 13Q: 3 clusters Score -683092.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -683124.000000 Penalty: 4317.680176
	Iteration 14Q: 3 clusters Score -683124 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -683153.812500 Penalty: 4317.680176
	Iteration 15Q: 3 clusters Score -683153.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -683183.125000 Penalty: 4317.680176
	Iteration 16Q: 3 clusters Score -683183.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -683208.375000 Penalty: 4317.680176
	Iteration 17Q: 3 clusters Score -683208.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -683225.937500 Penalty: 4317.680176
	Iteration 18Q: 3 clusters Score -683225.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -683242.562500 Penalty: 4317.680176
	Iteration 19Q: 3 clusters Score -683242.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -683261.125000 Penalty: 4317.680176
	Iteration 20F: 3 clusters Score -683261.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -683280.500000 Penalty: 4317.680176
	Iteration 21Q: 3 clusters Score -683280.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -683299.750000 Penalty: 4317.680176
	Iteration 22Q: 3 clusters Score -683299.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -683319.000000 Penalty: 4317.680176
	Iteration 23Q: 3 clusters Score -683319 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -683333.187500 Penalty: 4317.680176
	Iteration 24Q: 3 clusters Score -683333.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -683343.000000 Penalty: 4317.680176
	Iteration 25Q: 3 clusters Score -683343 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -683347.125000 Penalty: 4317.680176
	Iteration 26Q: 3 clusters Score -683347.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -683354.812500 Penalty: 4317.680176
	Iteration 27Q: 3 clusters Score -683354.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -683360.875000 Penalty: 4317.680176
	Iteration 28Q: 3 clusters Score -683360.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -683368.250000 Penalty: 4317.680176
	Iteration 29Q: 3 clusters Score -683368.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -683374.312500 Penalty: 4317.680176
	Iteration 30Q: 3 clusters Score -683374.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -683378.000000 Penalty: 4317.680176
	Iteration 31Q: 3 clusters Score -683378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -683379.500000 Penalty: 4317.680176
	Iteration 32Q: 3 clusters Score -683379.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -683383.250000 Penalty: 4317.680176
	Iteration 33Q: 3 clusters Score -683383.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -683386.812500 Penalty: 4317.680176
	Iteration 34Q: 3 clusters Score -683386.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -683390.437500 Penalty: 4317.680176
	Iteration 35Q: 3 clusters Score -683390.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -683392.750000 Penalty: 4317.680176
	Iteration 36Q: 3 clusters Score -683392.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -683393.937500 Penalty: 4317.680176
	Iteration 37Q: 3 clusters Score -683393.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -683396.125000 Penalty: 4317.680176
	Iteration 38Q: 3 clusters Score -683396.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -683398.812500 Penalty: 4317.680176
	Iteration 39Q: 3 clusters Score -683398.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -683403.250000 Penalty: 4317.680176
	Iteration 40F: 3 clusters Score -683403.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -683407.812500 Penalty: 4317.680176
	Iteration 41Q: 3 clusters Score -683407.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -683411.687500 Penalty: 4317.680176
	Iteration 42Q: 3 clusters Score -683411.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -683415.125000 Penalty: 4317.680176
	Iteration 43Q: 3 clusters Score -683415.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -683414.812500 Penalty: 4317.680176
	Iteration 44Q: 3 clusters Score -683414.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -683416.375000 Penalty: 4317.680176
	Iteration 45Q: 3 clusters Score -683416.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -683417.750000 Penalty: 4317.680176
	Iteration 46Q: 3 clusters Score -683417.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -683422.000000 Penalty: 4317.680176
	Iteration 47Q: 3 clusters Score -683422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -683426.812500 Penalty: 4317.680176
	Iteration 48Q: 3 clusters Score -683426.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -683429.187500 Penalty: 4317.680176
	Iteration 49Q: 3 clusters Score -683429.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -683434.375000 Penalty: 4317.680176
	Iteration 50Q: 3 clusters Score -683434.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -683438.562500 Penalty: 4317.680176
	Iteration 51Q: 3 clusters Score -683438.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -683439.625000 Penalty: 4317.680176
	Iteration 52Q: 3 clusters Score -683439.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -683440.125000 Penalty: 4317.680176
	Iteration 53Q: 3 clusters Score -683440.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -683442.687500 Penalty: 4317.680176
	Iteration 54Q: 3 clusters Score -683442.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -683445.375000 Penalty: 4317.680176
	Iteration 55Q: 3 clusters Score -683445.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -683446.750000 Penalty: 4317.680176
	Iteration 56Q: 3 clusters Score -683446.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -683448.187500 Penalty: 4317.680176
	Iteration 57Q: 3 clusters Score -683448.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -683450.000000 Penalty: 4317.680176
	Iteration 58Q: 3 clusters Score -683450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -683453.625000 Penalty: 4317.680176
	Iteration 59Q: 3 clusters Score -683453.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -683457.312500 Penalty: 4317.680176
	Iteration 60F: 3 clusters Score -683457.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -683460.812500 Penalty: 4317.680176
	Iteration 61Q: 3 clusters Score -683460.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -683464.125000 Penalty: 4317.680176
	Iteration 62Q: 3 clusters Score -683464.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -683465.875000 Penalty: 4317.680176
	Iteration 63Q: 3 clusters Score -683465.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -683467.937500 Penalty: 4317.680176
	Iteration 64Q: 3 clusters Score -683467.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -683470.750000 Penalty: 4317.680176
	Iteration 65Q: 3 clusters Score -683470.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -683474.125000 Penalty: 4317.680176
	Iteration 66Q: 3 clusters Score -683474.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -683477.000000 Penalty: 4317.680176
	Iteration 67Q: 3 clusters Score -683477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -683480.812500 Penalty: 4317.680176
	Iteration 68Q: 3 clusters Score -683480.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -683488.125000 Penalty: 4317.680176
	Iteration 69Q: 3 clusters Score -683488.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -683495.812500 Penalty: 4317.680176
	Iteration 70Q: 3 clusters Score -683495.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -683508.562500 Penalty: 4317.680176
	Iteration 71Q: 3 clusters Score -683508.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -683522.500000 Penalty: 4317.680176
	Iteration 72Q: 3 clusters Score -683522.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -683534.375000 Penalty: 4317.680176
	Iteration 73Q: 3 clusters Score -683534.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -683545.000000 Penalty: 4317.680176
	Iteration 74Q: 3 clusters Score -683545 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -683557.125000 Penalty: 4317.680176
	Iteration 75Q: 3 clusters Score -683557.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -683568.375000 Penalty: 4317.680176
	Iteration 76Q: 3 clusters Score -683568.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -683586.875000 Penalty: 4317.680176
	Iteration 77Q: 3 clusters Score -683586.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -683602.125000 Penalty: 4317.680176
	Iteration 78Q: 3 clusters Score -683602.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -683621.812500 Penalty: 4317.680176
	Iteration 79Q: 3 clusters Score -683621.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -683644.937500 Penalty: 4317.680176
	Iteration 80F: 3 clusters Score -683644.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -683673.875000 Penalty: 4317.680176
	Iteration 81Q: 3 clusters Score -683673.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -683707.125000 Penalty: 4317.680176
	Iteration 82Q: 3 clusters Score -683707.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -683744.750000 Penalty: 4317.680176
	Iteration 83Q: 3 clusters Score -683744.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -683774.125000 Penalty: 4317.680176
	Iteration 84Q: 3 clusters Score -683774.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -683796.750000 Penalty: 4317.680176
	Iteration 85Q: 3 clusters Score -683796.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -683818.125000 Penalty: 4317.680176
	Iteration 86Q: 3 clusters Score -683818.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -683832.375000 Penalty: 4317.680176
	Iteration 87Q: 3 clusters Score -683832.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -683842.875000 Penalty: 4317.680176
	Iteration 88Q: 3 clusters Score -683842.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -683854.687500 Penalty: 4317.680176
	Iteration 89Q: 3 clusters Score -683854.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -683866.062500 Penalty: 4317.680176
	Iteration 90Q: 3 clusters Score -683866.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -683871.812500 Penalty: 4317.680176
	Iteration 91Q: 3 clusters Score -683871.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -683874.812500 Penalty: 4317.680176
	Iteration 92Q: 3 clusters Score -683874.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -683878.187500 Penalty: 4317.680176
	Iteration 93Q: 3 clusters Score -683878.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -683881.812500 Penalty: 4317.680176
	Iteration 94Q: 3 clusters Score -683881.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -683883.937500 Penalty: 4317.680176
	Iteration 95Q: 3 clusters Score -683883.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -683887.250000 Penalty: 4317.680176
	Iteration 96Q: 3 clusters Score -683887.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -683889.062500 Penalty: 4317.680176
	Iteration 97Q: 3 clusters Score -683889.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -683896.500000 Penalty: 4317.680176
	Iteration 98Q: 3 clusters Score -683896.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -683898.937500 Penalty: 4317.680176
	Iteration 99Q: 3 clusters Score -683898.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -683903.000000 Penalty: 4317.680176
	Iteration 100F: 3 clusters Score -683903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -683907.125000 Penalty: 4317.680176
	Iteration 101Q: 3 clusters Score -683907.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -683910.500000 Penalty: 4317.680176
	Iteration 102Q: 3 clusters Score -683910.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -683913.312500 Penalty: 4317.680176
	Iteration 103Q: 3 clusters Score -683913.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -683915.062500 Penalty: 4317.680176
	Iteration 104Q: 3 clusters Score -683915.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -683915.875000 Penalty: 4317.680176
	Iteration 105Q: 3 clusters Score -683915.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -683918.062500 Penalty: 4317.680176
	Iteration 106Q: 3 clusters Score -683918.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -683920.500000 Penalty: 4317.680176
	Iteration 107Q: 3 clusters Score -683920.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -683922.937500 Penalty: 4317.680176
	Iteration 108Q: 3 clusters Score -683922.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -683924.062500 Penalty: 4317.680176
	Iteration 109Q: 3 clusters Score -683924.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -683926.000000 Penalty: 4317.680176
	Iteration 110Q: 3 clusters Score -683926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -683925.937500 Penalty: 4317.680176
	Iteration 111Q: 3 clusters Score -683925.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -683926.875000 Penalty: 4317.680176
	Iteration 112Q: 3 clusters Score -683926.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -683926.750000 Penalty: 4317.680176
	Iteration 113Q: 3 clusters Score -683926.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -683927.937500 Penalty: 4317.680176
	Iteration 114Q: 3 clusters Score -683927.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -683928.250000 Penalty: 4317.680176
	Iteration 115Q: 3 clusters Score -683928.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -683928.250000 Penalty: 4317.680176
	Iteration 116F: 3 clusters Score -683928.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (40361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40361 members 
Entering Unmasked Estep 
Score: -4711351.500000 Penalty: 2630.193604
	Iteration 0F: 2 clusters Score -4711352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -4683972.000000 Penalty: 5260.387207
	Iteration 0F: 3 clusters Score -4683972 nChanged 18611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -4694426.500000 Penalty: 5260.387207
	Iteration 1F: 3 clusters Score -4694426 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -4695251.000000 Penalty: 5260.387207
	Iteration 2Q: 3 clusters Score -4695251 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -4696274.000000 Penalty: 5260.387207
	Iteration 3F: 3 clusters Score -4696274 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -4697692.500000 Penalty: 5260.387207
	Iteration 4F: 3 clusters Score -4697692 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -4699589.000000 Penalty: 5260.387207
	Iteration 5F: 3 clusters Score -4699589 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -4701535.500000 Penalty: 5260.387207
	Iteration 6F: 3 clusters Score -4701536 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -4703277.000000 Penalty: 5260.387207
	Iteration 7F: 3 clusters Score -4703277 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -4704664.000000 Penalty: 5260.387207
	Iteration 8F: 3 clusters Score -4704664 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -4705690.000000 Penalty: 5260.387207
	Iteration 9Q: 3 clusters Score -4705690 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -4706319.500000 Penalty: 5260.387207
	Iteration 10Q: 3 clusters Score -4706320 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -4706709.000000 Penalty: 5260.387207
	Iteration 11Q: 3 clusters Score -4706709 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -4706914.500000 Penalty: 5260.387207
	Iteration 12Q: 3 clusters Score -4706914 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -4707061.000000 Penalty: 5260.387207
	Iteration 13Q: 3 clusters Score -4707061 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -4707167.500000 Penalty: 5260.387207
	Iteration 14Q: 3 clusters Score -4707168 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -4707241.000000 Penalty: 5260.387207
	Iteration 15Q: 3 clusters Score -4707241 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -4707276.500000 Penalty: 5260.387207
	Iteration 16Q: 3 clusters Score -4707276 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -4707313.000000 Penalty: 5260.387207
	Iteration 17Q: 3 clusters Score -4707313 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -4707339.000000 Penalty: 5260.387207
	Iteration 18Q: 3 clusters Score -4707339 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -4707371.000000 Penalty: 5260.387207
	Iteration 19Q: 3 clusters Score -4707371 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -4707379.500000 Penalty: 5260.387207
	Iteration 20F: 3 clusters Score -4707380 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -4707375.500000 Penalty: 5260.387207
	Iteration 21Q: 3 clusters Score -4707376 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -4707395.500000 Penalty: 5260.387207
	Iteration 22Q: 3 clusters Score -4707396 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -4707413.500000 Penalty: 5260.387207
	Iteration 23Q: 3 clusters Score -4707414 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -4707427.500000 Penalty: 5260.387207
	Iteration 24Q: 3 clusters Score -4707428 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -4707436.500000 Penalty: 5260.387207
	Iteration 25Q: 3 clusters Score -4707436 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -4707451.000000 Penalty: 5260.387207
	Iteration 26Q: 3 clusters Score -4707451 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -4707441.500000 Penalty: 5260.387207
	Iteration 27Q: 3 clusters Score -4707442 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -4707460.000000 Penalty: 5260.387207
	Iteration 28Q: 3 clusters Score -4707460 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -4707467.500000 Penalty: 5260.387207
	Iteration 29Q: 3 clusters Score -4707468 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -4707469.500000 Penalty: 5260.387207
	Iteration 30Q: 3 clusters Score -4707470 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -4707474.500000 Penalty: 5260.387207
	Iteration 31Q: 3 clusters Score -4707474 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -4707487.000000 Penalty: 5260.387207
	Iteration 32Q: 3 clusters Score -4707487 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -4707484.000000 Penalty: 5260.387207
	Iteration 33Q: 3 clusters Score -4707484 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -4707480.000000 Penalty: 5260.387207
	Iteration 34Q: 3 clusters Score -4707480 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -4707487.000000 Penalty: 5260.387207
	Iteration 35Q: 3 clusters Score -4707487 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -4707477.500000 Penalty: 5260.387207
	Iteration 36Q: 3 clusters Score -4707478 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -4707479.000000 Penalty: 5260.387207
	Iteration 37Q: 3 clusters Score -4707479 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -4707475.500000 Penalty: 5260.387207
	Iteration 38Q: 3 clusters Score -4707476 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -4707479.000000 Penalty: 5260.387207
	Iteration 39Q: 3 clusters Score -4707479 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -4707484.000000 Penalty: 5260.387207
	Iteration 40F: 3 clusters Score -4707484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -4707483.000000 Penalty: 5260.387207
	Iteration 41Q: 3 clusters Score -4707483 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -4707486.000000 Penalty: 5260.387207
	Iteration 42Q: 3 clusters Score -4707486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -4707485.000000 Penalty: 5260.387207
	Iteration 43Q: 3 clusters Score -4707485 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -4707486.000000 Penalty: 5260.387207
	Iteration 44Q: 3 clusters Score -4707486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -4707482.500000 Penalty: 5260.387207
	Iteration 45Q: 3 clusters Score -4707482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -4707477.500000 Penalty: 5260.387207
	Iteration 46Q: 3 clusters Score -4707478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -4707476.500000 Penalty: 5260.387207
	Iteration 47Q: 3 clusters Score -4707476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -4707482.500000 Penalty: 5260.387207
	Iteration 48Q: 3 clusters Score -4707482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -4707479.500000 Penalty: 5260.387207
	Iteration 49Q: 3 clusters Score -4707480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -4707475.500000 Penalty: 5260.387207
	Iteration 50Q: 3 clusters Score -4707476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -4707475.500000 Penalty: 5260.387207
	Iteration 51Q: 3 clusters Score -4707476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -4707487.000000 Penalty: 5260.387207
	Iteration 52Q: 3 clusters Score -4707487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -4707488.000000 Penalty: 5260.387207
	Iteration 53Q: 3 clusters Score -4707488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -4707488.000000 Penalty: 5260.387207
	Iteration 54F: 3 clusters Score -4707488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (28490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Entering Unmasked Estep 
Score: -3318546.000000 Penalty: 2543.812500
	Iteration 0F: 2 clusters Score -3318546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -3298961.750000 Penalty: 5087.625000
	Iteration 0F: 3 clusters Score -3298962 nChanged 12845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -3306118.750000 Penalty: 5087.625000
	Iteration 1F: 3 clusters Score -3306119 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -3306764.750000 Penalty: 5087.625000
	Iteration 2F: 3 clusters Score -3306765 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -3307378.250000 Penalty: 5087.625000
	Iteration 3F: 3 clusters Score -3307378 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -3308110.500000 Penalty: 5087.625000
	Iteration 4Q: 3 clusters Score -3308110 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -3308961.500000 Penalty: 5087.625000
	Iteration 5F: 3 clusters Score -3308962 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -3310015.250000 Penalty: 5087.625000
	Iteration 6F: 3 clusters Score -3310015 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -3311036.000000 Penalty: 5087.625000
	Iteration 7F: 3 clusters Score -3311036 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -3311887.250000 Penalty: 5087.625000
	Iteration 8F: 3 clusters Score -3311887 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -3312538.500000 Penalty: 5087.625000
	Iteration 9Q: 3 clusters Score -3312538 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -3313027.500000 Penalty: 5087.625000
	Iteration 10Q: 3 clusters Score -3313028 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -3313433.500000 Penalty: 5087.625000
	Iteration 11Q: 3 clusters Score -3313434 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -3313769.500000 Penalty: 5087.625000
	Iteration 12Q: 3 clusters Score -3313770 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -3314044.250000 Penalty: 5087.625000
	Iteration 13Q: 3 clusters Score -3314044 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -3314297.000000 Penalty: 5087.625000
	Iteration 14Q: 3 clusters Score -3314297 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -3314483.750000 Penalty: 5087.625000
	Iteration 15Q: 3 clusters Score -3314484 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -3314694.500000 Penalty: 5087.625000
	Iteration 16Q: 3 clusters Score -3314694 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -3314853.500000 Penalty: 5087.625000
	Iteration 17Q: 3 clusters Score -3314854 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -3314998.250000 Penalty: 5087.625000
	Iteration 18Q: 3 clusters Score -3314998 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -3315172.250000 Penalty: 5087.625000
	Iteration 19Q: 3 clusters Score -3315172 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -3315321.250000 Penalty: 5087.625000
	Iteration 20F: 3 clusters Score -3315321 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -3315442.000000 Penalty: 5087.625000
	Iteration 21Q: 3 clusters Score -3315442 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -3315579.750000 Penalty: 5087.625000
	Iteration 22Q: 3 clusters Score -3315580 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -3315706.750000 Penalty: 5087.625000
	Iteration 23Q: 3 clusters Score -3315707 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -3315859.000000 Penalty: 5087.625000
	Iteration 24Q: 3 clusters Score -3315859 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -3316023.750000 Penalty: 5087.625000
	Iteration 25Q: 3 clusters Score -3316024 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -3316259.250000 Penalty: 5087.625000
	Iteration 26Q: 3 clusters Score -3316259 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -3316544.500000 Penalty: 5087.625000
	Iteration 27Q: 3 clusters Score -3316544 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -3316867.500000 Penalty: 5087.625000
	Iteration 28Q: 3 clusters Score -3316868 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -3317135.500000 Penalty: 5087.625000
	Iteration 29Q: 3 clusters Score -3317136 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -3317325.000000 Penalty: 5087.625000
	Iteration 30Q: 3 clusters Score -3317325 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -3317439.750000 Penalty: 5087.625000
	Iteration 31Q: 3 clusters Score -3317440 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -3317494.500000 Penalty: 5087.625000
	Iteration 32Q: 3 clusters Score -3317494 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -3317519.750000 Penalty: 5087.625000
	Iteration 33Q: 3 clusters Score -3317520 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -3317541.250000 Penalty: 5087.625000
	Iteration 34Q: 3 clusters Score -3317541 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -3317545.250000 Penalty: 5087.625000
	Iteration 35Q: 3 clusters Score -3317545 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -3317561.500000 Penalty: 5087.625000
	Iteration 36Q: 3 clusters Score -3317562 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -3317572.750000 Penalty: 5087.625000
	Iteration 37Q: 3 clusters Score -3317573 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -3317587.000000 Penalty: 5087.625000
	Iteration 38Q: 3 clusters Score -3317587 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -3317602.000000 Penalty: 5087.625000
	Iteration 39Q: 3 clusters Score -3317602 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -3317604.500000 Penalty: 5087.625000
	Iteration 40F: 3 clusters Score -3317604 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -3317611.000000 Penalty: 5087.625000
	Iteration 41Q: 3 clusters Score -3317611 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -3317617.750000 Penalty: 5087.625000
	Iteration 42Q: 3 clusters Score -3317618 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -3317625.250000 Penalty: 5087.625000
	Iteration 43Q: 3 clusters Score -3317625 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -3317624.750000 Penalty: 5087.625000
	Iteration 44Q: 3 clusters Score -3317625 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -3317626.000000 Penalty: 5087.625000
	Iteration 45Q: 3 clusters Score -3317626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -3317634.250000 Penalty: 5087.625000
	Iteration 46Q: 3 clusters Score -3317634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -3317633.750000 Penalty: 5087.625000
	Iteration 47Q: 3 clusters Score -3317634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -3317630.500000 Penalty: 5087.625000
	Iteration 48Q: 3 clusters Score -3317630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -3317633.500000 Penalty: 5087.625000
	Iteration 49Q: 3 clusters Score -3317634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -3317636.250000 Penalty: 5087.625000
	Iteration 50Q: 3 clusters Score -3317636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -3317632.500000 Penalty: 5087.625000
	Iteration 51Q: 3 clusters Score -3317632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -3317631.500000 Penalty: 5087.625000
	Iteration 52Q: 3 clusters Score -3317632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -3317630.500000 Penalty: 5087.625000
	Iteration 53Q: 3 clusters Score -3317630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -3317630.500000 Penalty: 5087.625000
	Iteration 54F: 3 clusters Score -3317630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (175819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175819 members 
Entering Unmasked Estep 
Score: -21450294.000000 Penalty: 2995.148193
	Iteration 0F: 2 clusters Score -2.145029e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88143 members 
Mstep: Class 2 contains 87676 members 
Entering Unmasked Estep 
Score: -21333724.000000 Penalty: 5990.296387
	Iteration 0F: 3 clusters Score -2.133372e+07 nChanged 84297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92034 members 
Mstep: Class 2 contains 83785 members 
Entering Unmasked Estep 
Score: -21382936.000000 Penalty: 5990.296387
	Iteration 1F: 3 clusters Score -2.138294e+07 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94886 members 
Mstep: Class 2 contains 80933 members 
Entering Unmasked Estep 
Score: -21384754.000000 Penalty: 5990.296387
	Iteration 2Q: 3 clusters Score -2.138475e+07 nChanged 7146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99296 members 
Mstep: Class 2 contains 76523 members 
Entering Unmasked Estep 
Score: -21387376.000000 Penalty: 5990.296387
	Iteration 3Q: 3 clusters Score -2.138738e+07 nChanged 8869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105895 members 
Mstep: Class 2 contains 69924 members 
Entering Unmasked Estep 
Score: -21391548.000000 Penalty: 5990.296387
	Iteration 4F: 3 clusters Score -2.139155e+07 nChanged 11258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115151 members 
Mstep: Class 2 contains 60668 members 
Entering Unmasked Estep 
Score: -21398626.000000 Penalty: 5990.296387
	Iteration 5F: 3 clusters Score -2.139863e+07 nChanged 13379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126754 members 
Mstep: Class 2 contains 49065 members 
Entering Unmasked Estep 
Score: -21409022.000000 Penalty: 5990.296387
	Iteration 6F: 3 clusters Score -2.140902e+07 nChanged 13334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138688 members 
Mstep: Class 2 contains 37131 members 
Entering Unmasked Estep 
Score: -21421718.000000 Penalty: 5990.296387
	Iteration 7F: 3 clusters Score -2.142172e+07 nChanged 10306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147558 members 
Mstep: Class 2 contains 28261 members 
Entering Unmasked Estep 
Score: -21432964.000000 Penalty: 5990.296387
	Iteration 8F: 3 clusters Score -2.143296e+07 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152053 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -21440460.000000 Penalty: 5990.296387
	Iteration 9Q: 3 clusters Score -2.144046e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154132 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -21443630.000000 Penalty: 5990.296387
	Iteration 10Q: 3 clusters Score -2.144363e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155615 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -21444948.000000 Penalty: 5990.296387
	Iteration 11Q: 3 clusters Score -2.144495e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156883 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -21445766.000000 Penalty: 5990.296387
	Iteration 12Q: 3 clusters Score -2.144577e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157944 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -21446154.000000 Penalty: 5990.296387
	Iteration 13Q: 3 clusters Score -2.144615e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158853 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -21446410.000000 Penalty: 5990.296387
	Iteration 14Q: 3 clusters Score -2.144641e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159639 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -21446642.000000 Penalty: 5990.296387
	Iteration 15Q: 3 clusters Score -2.144664e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160326 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -21446774.000000 Penalty: 5990.296387
	Iteration 16Q: 3 clusters Score -2.144677e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160931 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -21446950.000000 Penalty: 5990.296387
	Iteration 17Q: 3 clusters Score -2.144695e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161496 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -21447016.000000 Penalty: 5990.296387
	Iteration 18Q: 3 clusters Score -2.144702e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161974 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -21447090.000000 Penalty: 5990.296387
	Iteration 19Q: 3 clusters Score -2.144709e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162413 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -21447110.000000 Penalty: 5990.296387
	Iteration 20F: 3 clusters Score -2.144711e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162837 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -21447154.000000 Penalty: 5990.296387
	Iteration 21Q: 3 clusters Score -2.144715e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163249 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -21447176.000000 Penalty: 5990.296387
	Iteration 22Q: 3 clusters Score -2.144718e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163632 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -21447246.000000 Penalty: 5990.296387
	Iteration 23Q: 3 clusters Score -2.144725e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163996 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -21447376.000000 Penalty: 5990.296387
	Iteration 24Q: 3 clusters Score -2.144738e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164344 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -21447392.000000 Penalty: 5990.296387
	Iteration 25Q: 3 clusters Score -2.144739e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164699 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -21447474.000000 Penalty: 5990.296387
	Iteration 26Q: 3 clusters Score -2.144747e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165014 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -21447502.000000 Penalty: 5990.296387
	Iteration 27Q: 3 clusters Score -2.14475e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165305 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -21447584.000000 Penalty: 5990.296387
	Iteration 28Q: 3 clusters Score -2.144758e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165587 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -21447676.000000 Penalty: 5990.296387
	Iteration 29Q: 3 clusters Score -2.144768e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165831 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -21447654.000000 Penalty: 5990.296387
	Iteration 30Q: 3 clusters Score -2.144765e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166080 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -21447714.000000 Penalty: 5990.296387
	Iteration 31Q: 3 clusters Score -2.144771e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166307 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -21447730.000000 Penalty: 5990.296387
	Iteration 32Q: 3 clusters Score -2.144773e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166548 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -21447718.000000 Penalty: 5990.296387
	Iteration 33Q: 3 clusters Score -2.144772e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166771 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -21447726.000000 Penalty: 5990.296387
	Iteration 34Q: 3 clusters Score -2.144773e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166959 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -21447746.000000 Penalty: 5990.296387
	Iteration 35Q: 3 clusters Score -2.144775e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167139 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -21447804.000000 Penalty: 5990.296387
	Iteration 36Q: 3 clusters Score -2.14478e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167319 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -21447814.000000 Penalty: 5990.296387
	Iteration 37Q: 3 clusters Score -2.144781e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167490 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -21447854.000000 Penalty: 5990.296387
	Iteration 38Q: 3 clusters Score -2.144785e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167657 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -21447884.000000 Penalty: 5990.296387
	Iteration 39Q: 3 clusters Score -2.144788e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167801 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -21447918.000000 Penalty: 5990.296387
	Iteration 40F: 3 clusters Score -2.144792e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167918 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -21447936.000000 Penalty: 5990.296387
	Iteration 41Q: 3 clusters Score -2.144794e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168045 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -21447926.000000 Penalty: 5990.296387
	Iteration 42Q: 3 clusters Score -2.144793e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168178 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -21447934.000000 Penalty: 5990.296387
	Iteration 43Q: 3 clusters Score -2.144793e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168301 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -21448002.000000 Penalty: 5990.296387
	Iteration 44Q: 3 clusters Score -2.1448e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168421 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -21448032.000000 Penalty: 5990.296387
	Iteration 45Q: 3 clusters Score -2.144803e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168546 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -21448048.000000 Penalty: 5990.296387
	Iteration 46Q: 3 clusters Score -2.144805e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168668 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -21448054.000000 Penalty: 5990.296387
	Iteration 47Q: 3 clusters Score -2.144805e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168778 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -21448096.000000 Penalty: 5990.296387
	Iteration 48Q: 3 clusters Score -2.14481e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168872 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -21448110.000000 Penalty: 5990.296387
	Iteration 49Q: 3 clusters Score -2.144811e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168942 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -21448112.000000 Penalty: 5990.296387
	Iteration 50Q: 3 clusters Score -2.144811e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169004 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -21448124.000000 Penalty: 5990.296387
	Iteration 51Q: 3 clusters Score -2.144812e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169043 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -21448094.000000 Penalty: 5990.296387
	Iteration 52Q: 3 clusters Score -2.144809e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169086 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -21448118.000000 Penalty: 5990.296387
	Iteration 53Q: 3 clusters Score -2.144812e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169133 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -21448100.000000 Penalty: 5990.296387
	Iteration 54Q: 3 clusters Score -2.14481e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169178 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -21448102.000000 Penalty: 5990.296387
	Iteration 55Q: 3 clusters Score -2.14481e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169219 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -21448106.000000 Penalty: 5990.296387
	Iteration 56Q: 3 clusters Score -2.144811e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169265 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -21448112.000000 Penalty: 5990.296387
	Iteration 57Q: 3 clusters Score -2.144811e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169313 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -21448120.000000 Penalty: 5990.296387
	Iteration 58Q: 3 clusters Score -2.144812e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169354 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -21448092.000000 Penalty: 5990.296387
	Iteration 59Q: 3 clusters Score -2.144809e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169401 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -21448094.000000 Penalty: 5990.296387
	Iteration 60F: 3 clusters Score -2.144809e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169441 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -21448118.000000 Penalty: 5990.296387
	Iteration 61Q: 3 clusters Score -2.144812e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169472 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -21448128.000000 Penalty: 5990.296387
	Iteration 62Q: 3 clusters Score -2.144813e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169506 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -21448136.000000 Penalty: 5990.296387
	Iteration 63Q: 3 clusters Score -2.144814e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169539 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -21448140.000000 Penalty: 5990.296387
	Iteration 64Q: 3 clusters Score -2.144814e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169583 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -21448146.000000 Penalty: 5990.296387
	Iteration 65Q: 3 clusters Score -2.144815e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169618 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -21448142.000000 Penalty: 5990.296387
	Iteration 66Q: 3 clusters Score -2.144814e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169647 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -21448130.000000 Penalty: 5990.296387
	Iteration 67Q: 3 clusters Score -2.144813e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169673 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -21448134.000000 Penalty: 5990.296387
	Iteration 68Q: 3 clusters Score -2.144813e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169697 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -21448122.000000 Penalty: 5990.296387
	Iteration 69Q: 3 clusters Score -2.144812e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169723 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -21448146.000000 Penalty: 5990.296387
	Iteration 70Q: 3 clusters Score -2.144815e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169749 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -21448134.000000 Penalty: 5990.296387
	Iteration 71Q: 3 clusters Score -2.144813e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169786 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -21448174.000000 Penalty: 5990.296387
	Iteration 72Q: 3 clusters Score -2.144817e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169827 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -21448170.000000 Penalty: 5990.296387
	Iteration 73Q: 3 clusters Score -2.144817e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169863 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -21448158.000000 Penalty: 5990.296387
	Iteration 74Q: 3 clusters Score -2.144816e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169895 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -21448140.000000 Penalty: 5990.296387
	Iteration 75Q: 3 clusters Score -2.144814e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169926 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -21448148.000000 Penalty: 5990.296387
	Iteration 76Q: 3 clusters Score -2.144815e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169950 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -21448144.000000 Penalty: 5990.296387
	Iteration 77Q: 3 clusters Score -2.144814e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169969 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -21448144.000000 Penalty: 5990.296387
	Iteration 78Q: 3 clusters Score -2.144814e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169989 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -21448154.000000 Penalty: 5990.296387
	Iteration 79Q: 3 clusters Score -2.144815e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170007 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -21448148.000000 Penalty: 5990.296387
	Iteration 80F: 3 clusters Score -2.144815e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170024 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -21448134.000000 Penalty: 5990.296387
	Iteration 81Q: 3 clusters Score -2.144813e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170040 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -21448122.000000 Penalty: 5990.296387
	Iteration 82Q: 3 clusters Score -2.144812e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170051 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -21448118.000000 Penalty: 5990.296387
	Iteration 83Q: 3 clusters Score -2.144812e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170065 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -21448110.000000 Penalty: 5990.296387
	Iteration 84Q: 3 clusters Score -2.144811e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170081 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -21448098.000000 Penalty: 5990.296387
	Iteration 85Q: 3 clusters Score -2.14481e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170099 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -21448102.000000 Penalty: 5990.296387
	Iteration 86Q: 3 clusters Score -2.14481e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170120 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -21448116.000000 Penalty: 5990.296387
	Iteration 87Q: 3 clusters Score -2.144812e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170147 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -21448098.000000 Penalty: 5990.296387
	Iteration 88Q: 3 clusters Score -2.14481e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170172 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -21448096.000000 Penalty: 5990.296387
	Iteration 89Q: 3 clusters Score -2.14481e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170196 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -21448114.000000 Penalty: 5990.296387
	Iteration 90Q: 3 clusters Score -2.144811e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170219 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -21448114.000000 Penalty: 5990.296387
	Iteration 91Q: 3 clusters Score -2.144811e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170245 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -21448112.000000 Penalty: 5990.296387
	Iteration 92Q: 3 clusters Score -2.144811e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170270 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -21448138.000000 Penalty: 5990.296387
	Iteration 93Q: 3 clusters Score -2.144814e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170298 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -21448130.000000 Penalty: 5990.296387
	Iteration 94Q: 3 clusters Score -2.144813e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170330 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -21448128.000000 Penalty: 5990.296387
	Iteration 95Q: 3 clusters Score -2.144813e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170358 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -21448144.000000 Penalty: 5990.296387
	Iteration 96Q: 3 clusters Score -2.144814e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170382 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -21448164.000000 Penalty: 5990.296387
	Iteration 97Q: 3 clusters Score -2.144816e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170407 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -21448138.000000 Penalty: 5990.296387
	Iteration 98Q: 3 clusters Score -2.144814e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170426 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -21448158.000000 Penalty: 5990.296387
	Iteration 99Q: 3 clusters Score -2.144816e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170447 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -21448152.000000 Penalty: 5990.296387
	Iteration 100F: 3 clusters Score -2.144815e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170464 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -21448154.000000 Penalty: 5990.296387
	Iteration 101Q: 3 clusters Score -2.144815e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170481 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -21448162.000000 Penalty: 5990.296387
	Iteration 102Q: 3 clusters Score -2.144816e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170491 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -21448152.000000 Penalty: 5990.296387
	Iteration 103Q: 3 clusters Score -2.144815e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170502 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -21448162.000000 Penalty: 5990.296387
	Iteration 104Q: 3 clusters Score -2.144816e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170514 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -21448154.000000 Penalty: 5990.296387
	Iteration 105Q: 3 clusters Score -2.144815e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170526 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -21448156.000000 Penalty: 5990.296387
	Iteration 106Q: 3 clusters Score -2.144816e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170534 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -21448154.000000 Penalty: 5990.296387
	Iteration 107Q: 3 clusters Score -2.144815e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170545 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -21448166.000000 Penalty: 5990.296387
	Iteration 108Q: 3 clusters Score -2.144817e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170548 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -21448154.000000 Penalty: 5990.296387
	Iteration 109Q: 3 clusters Score -2.144815e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170555 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -21448168.000000 Penalty: 5990.296387
	Iteration 110Q: 3 clusters Score -2.144817e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170558 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -21448166.000000 Penalty: 5990.296387
	Iteration 111Q: 3 clusters Score -2.144817e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170559 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -21448154.000000 Penalty: 5990.296387
	Iteration 112Q: 3 clusters Score -2.144815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170560 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -21448164.000000 Penalty: 5990.296387
	Iteration 113Q: 3 clusters Score -2.144816e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170566 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -21448156.000000 Penalty: 5990.296387
	Iteration 114Q: 3 clusters Score -2.144816e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170571 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -21448160.000000 Penalty: 5990.296387
	Iteration 115Q: 3 clusters Score -2.144816e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170576 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -21448168.000000 Penalty: 5990.296387
	Iteration 116Q: 3 clusters Score -2.144817e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170579 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -21448170.000000 Penalty: 5990.296387
	Iteration 117Q: 3 clusters Score -2.144817e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170582 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -21448176.000000 Penalty: 5990.296387
	Iteration 118Q: 3 clusters Score -2.144818e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170586 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -21448166.000000 Penalty: 5990.296387
	Iteration 119Q: 3 clusters Score -2.144817e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170590 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -21448158.000000 Penalty: 5990.296387
	Iteration 120F: 3 clusters Score -2.144816e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170595 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -21448160.000000 Penalty: 5990.296387
	Iteration 121Q: 3 clusters Score -2.144816e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170601 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -21448158.000000 Penalty: 5990.296387
	Iteration 122Q: 3 clusters Score -2.144816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170604 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -21448164.000000 Penalty: 5990.296387
	Iteration 123Q: 3 clusters Score -2.144816e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170605 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -21448170.000000 Penalty: 5990.296387
	Iteration 124Q: 3 clusters Score -2.144817e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170605 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -21448170.000000 Penalty: 5990.296387
	Iteration 125F: 3 clusters Score -2.144817e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (94039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94039 members 
Entering Unmasked Estep 
Score: -11481919.000000 Penalty: 2839.963135
	Iteration 0F: 2 clusters Score -1.148192e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47000 members 
Mstep: Class 2 contains 47039 members 
Entering Unmasked Estep 
Score: -11419234.000000 Penalty: 5679.926270
	Iteration 0F: 3 clusters Score -1.141923e+07 nChanged 44258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47668 members 
Mstep: Class 2 contains 46371 members 
Entering Unmasked Estep 
Score: -11444443.000000 Penalty: 5679.926270
	Iteration 1F: 3 clusters Score -1.144444e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48065 members 
Mstep: Class 2 contains 45974 members 
Entering Unmasked Estep 
Score: -11445108.000000 Penalty: 5679.926270
	Iteration 2Q: 3 clusters Score -1.144511e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48703 members 
Mstep: Class 2 contains 45336 members 
Entering Unmasked Estep 
Score: -11445908.000000 Penalty: 5679.926270
	Iteration 3Q: 3 clusters Score -1.144591e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49799 members 
Mstep: Class 2 contains 44240 members 
Entering Unmasked Estep 
Score: -11446736.000000 Penalty: 5679.926270
	Iteration 4Q: 3 clusters Score -1.144674e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51403 members 
Mstep: Class 2 contains 42636 members 
Entering Unmasked Estep 
Score: -11447977.000000 Penalty: 5679.926270
	Iteration 5Q: 3 clusters Score -1.144798e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53638 members 
Mstep: Class 2 contains 40401 members 
Entering Unmasked Estep 
Score: -11449690.000000 Penalty: 5679.926270
	Iteration 6Q: 3 clusters Score -1.144969e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56530 members 
Mstep: Class 2 contains 37509 members 
Entering Unmasked Estep 
Score: -11451752.000000 Penalty: 5679.926270
	Iteration 7F: 3 clusters Score -1.145175e+07 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60157 members 
Mstep: Class 2 contains 33882 members 
Entering Unmasked Estep 
Score: -11454495.000000 Penalty: 5679.926270
	Iteration 8F: 3 clusters Score -1.14545e+07 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64478 members 
Mstep: Class 2 contains 29561 members 
Entering Unmasked Estep 
Score: -11457822.000000 Penalty: 5679.926270
	Iteration 9F: 3 clusters Score -1.145782e+07 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69355 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -11461523.000000 Penalty: 5679.926270
	Iteration 10F: 3 clusters Score -1.146152e+07 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74365 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -11465218.000000 Penalty: 5679.926270
	Iteration 11F: 3 clusters Score -1.146522e+07 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79249 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -11468884.000000 Penalty: 5679.926270
	Iteration 12F: 3 clusters Score -1.146888e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83523 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -11472127.000000 Penalty: 5679.926270
	Iteration 13Q: 3 clusters Score -1.147213e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87004 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -11474850.000000 Penalty: 5679.926270
	Iteration 14Q: 3 clusters Score -1.147485e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89550 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -11476749.000000 Penalty: 5679.926270
	Iteration 15Q: 3 clusters Score -1.147675e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91208 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -11477933.000000 Penalty: 5679.926270
	Iteration 16Q: 3 clusters Score -1.147793e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92172 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -11478576.000000 Penalty: 5679.926270
	Iteration 17Q: 3 clusters Score -1.147858e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92710 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -11478926.000000 Penalty: 5679.926270
	Iteration 18Q: 3 clusters Score -1.147893e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93003 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -11479196.000000 Penalty: 5679.926270
	Iteration 19Q: 3 clusters Score -1.14792e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93172 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -11479308.000000 Penalty: 5679.926270
	Iteration 20F: 3 clusters Score -1.147931e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93266 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -11479357.000000 Penalty: 5679.926270
	Iteration 21Q: 3 clusters Score -1.147936e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93316 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -11479403.000000 Penalty: 5679.926270
	Iteration 22Q: 3 clusters Score -1.14794e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93348 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -11479465.000000 Penalty: 5679.926270
	Iteration 23Q: 3 clusters Score -1.147946e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93376 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -11479465.000000 Penalty: 5679.926270
	Iteration 24Q: 3 clusters Score -1.147946e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93392 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -11479479.000000 Penalty: 5679.926270
	Iteration 25Q: 3 clusters Score -1.147948e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93409 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -11479489.000000 Penalty: 5679.926270
	Iteration 26Q: 3 clusters Score -1.147949e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93418 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -11479493.000000 Penalty: 5679.926270
	Iteration 27Q: 3 clusters Score -1.147949e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93426 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -11479501.000000 Penalty: 5679.926270
	Iteration 28Q: 3 clusters Score -1.14795e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93434 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -11479514.000000 Penalty: 5679.926270
	Iteration 29Q: 3 clusters Score -1.147951e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93439 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -11479515.000000 Penalty: 5679.926270
	Iteration 30Q: 3 clusters Score -1.147952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93442 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -11479524.000000 Penalty: 5679.926270
	Iteration 31Q: 3 clusters Score -1.147952e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93446 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -11479523.000000 Penalty: 5679.926270
	Iteration 32Q: 3 clusters Score -1.147952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93447 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -11479529.000000 Penalty: 5679.926270
	Iteration 33Q: 3 clusters Score -1.147953e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93450 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -11479532.000000 Penalty: 5679.926270
	Iteration 34Q: 3 clusters Score -1.147953e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93451 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -11479536.000000 Penalty: 5679.926270
	Iteration 35Q: 3 clusters Score -1.147954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93451 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -11479536.000000 Penalty: 5679.926270
	Iteration 36F: 3 clusters Score -1.147954e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Entering Unmasked Estep 
Score: -998352.750000 Penalty: 2252.658936
	Iteration 0F: 2 clusters Score -998352.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -991378.750000 Penalty: 4505.317871
	Iteration 0F: 3 clusters Score -991378.8 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -993589.812500 Penalty: 4505.317871
	Iteration 1F: 3 clusters Score -993589.8 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -994326.062500 Penalty: 4505.317871
	Iteration 2F: 3 clusters Score -994326.1 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -995144.875000 Penalty: 4505.317871
	Iteration 3F: 3 clusters Score -995144.9 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -995814.812500 Penalty: 4505.317871
	Iteration 4F: 3 clusters Score -995814.8 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -996225.187500 Penalty: 4505.317871
	Iteration 5F: 3 clusters Score -996225.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -996454.312500 Penalty: 4505.317871
	Iteration 6Q: 3 clusters Score -996454.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -996593.375000 Penalty: 4505.317871
	Iteration 7Q: 3 clusters Score -996593.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -996672.437500 Penalty: 4505.317871
	Iteration 8Q: 3 clusters Score -996672.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -996728.687500 Penalty: 4505.317871
	Iteration 9Q: 3 clusters Score -996728.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -996764.687500 Penalty: 4505.317871
	Iteration 10Q: 3 clusters Score -996764.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -996791.250000 Penalty: 4505.317871
	Iteration 11Q: 3 clusters Score -996791.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -996809.375000 Penalty: 4505.317871
	Iteration 12Q: 3 clusters Score -996809.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -996834.375000 Penalty: 4505.317871
	Iteration 13Q: 3 clusters Score -996834.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -996860.000000 Penalty: 4505.317871
	Iteration 14Q: 3 clusters Score -996860 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -996880.875000 Penalty: 4505.317871
	Iteration 15Q: 3 clusters Score -996880.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -996899.437500 Penalty: 4505.317871
	Iteration 16Q: 3 clusters Score -996899.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -996913.500000 Penalty: 4505.317871
	Iteration 17Q: 3 clusters Score -996913.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -996927.750000 Penalty: 4505.317871
	Iteration 18Q: 3 clusters Score -996927.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -996939.312500 Penalty: 4505.317871
	Iteration 19Q: 3 clusters Score -996939.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -996958.687500 Penalty: 4505.317871
	Iteration 20F: 3 clusters Score -996958.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -996982.625000 Penalty: 4505.317871
	Iteration 21Q: 3 clusters Score -996982.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -997003.375000 Penalty: 4505.317871
	Iteration 22Q: 3 clusters Score -997003.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -997037.937500 Penalty: 4505.317871
	Iteration 23Q: 3 clusters Score -997037.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -997073.875000 Penalty: 4505.317871
	Iteration 24Q: 3 clusters Score -997073.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -997106.500000 Penalty: 4505.317871
	Iteration 25Q: 3 clusters Score -997106.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -997136.000000 Penalty: 4505.317871
	Iteration 26Q: 3 clusters Score -997136 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -997163.375000 Penalty: 4505.317871
	Iteration 27Q: 3 clusters Score -997163.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -997179.500000 Penalty: 4505.317871
	Iteration 28Q: 3 clusters Score -997179.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -997193.187500 Penalty: 4505.317871
	Iteration 29Q: 3 clusters Score -997193.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -997207.562500 Penalty: 4505.317871
	Iteration 30Q: 3 clusters Score -997207.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -997223.750000 Penalty: 4505.317871
	Iteration 31Q: 3 clusters Score -997223.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -997243.312500 Penalty: 4505.317871
	Iteration 32Q: 3 clusters Score -997243.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -997258.437500 Penalty: 4505.317871
	Iteration 33Q: 3 clusters Score -997258.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -997267.875000 Penalty: 4505.317871
	Iteration 34Q: 3 clusters Score -997267.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -997275.500000 Penalty: 4505.317871
	Iteration 35Q: 3 clusters Score -997275.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -997285.750000 Penalty: 4505.317871
	Iteration 36Q: 3 clusters Score -997285.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -997297.500000 Penalty: 4505.317871
	Iteration 37Q: 3 clusters Score -997297.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -997301.125000 Penalty: 4505.317871
	Iteration 38Q: 3 clusters Score -997301.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -997306.375000 Penalty: 4505.317871
	Iteration 39Q: 3 clusters Score -997306.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -997309.000000 Penalty: 4505.317871
	Iteration 40F: 3 clusters Score -997309 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -997317.312500 Penalty: 4505.317871
	Iteration 41Q: 3 clusters Score -997317.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -997320.687500 Penalty: 4505.317871
	Iteration 42Q: 3 clusters Score -997320.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -997320.375000 Penalty: 4505.317871
	Iteration 43Q: 3 clusters Score -997320.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -997320.500000 Penalty: 4505.317871
	Iteration 44Q: 3 clusters Score -997320.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -997320.562500 Penalty: 4505.317871
	Iteration 45Q: 3 clusters Score -997320.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -997321.312500 Penalty: 4505.317871
	Iteration 46Q: 3 clusters Score -997321.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -997321.312500 Penalty: 4505.317871
	Iteration 47F: 3 clusters Score -997321.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -28181928.000000 Penalty: 3059.836914
	Iteration 0F: 2 clusters Score -2.818193e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114405 members 
Mstep: Class 2 contains 113812 members 
Entering Unmasked Estep 
Score: -28036538.000000 Penalty: 6119.673828
	Iteration 0F: 3 clusters Score -2.803654e+07 nChanged 109987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121926 members 
Mstep: Class 2 contains 106291 members 
Entering Unmasked Estep 
Score: -28101602.000000 Penalty: 6119.673828
	Iteration 1F: 3 clusters Score -2.81016e+07 nChanged 7935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127367 members 
Mstep: Class 2 contains 100850 members 
Entering Unmasked Estep 
Score: -28103892.000000 Penalty: 6119.673828
	Iteration 2Q: 3 clusters Score -2.810389e+07 nChanged 10156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135673 members 
Mstep: Class 2 contains 92544 members 
Entering Unmasked Estep 
Score: -28107876.000000 Penalty: 6119.673828
	Iteration 3Q: 3 clusters Score -2.810788e+07 nChanged 13383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147758 members 
Mstep: Class 2 contains 80459 members 
Entering Unmasked Estep 
Score: -28115306.000000 Penalty: 6119.673828
	Iteration 4F: 3 clusters Score -2.811531e+07 nChanged 17160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163996 members 
Mstep: Class 2 contains 64221 members 
Entering Unmasked Estep 
Score: -28127610.000000 Penalty: 6119.673828
	Iteration 5F: 3 clusters Score -2.812761e+07 nChanged 19703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183255 members 
Mstep: Class 2 contains 44962 members 
Entering Unmasked Estep 
Score: -28143976.000000 Penalty: 6119.673828
	Iteration 6F: 3 clusters Score -2.814398e+07 nChanged 18653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201792 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -28159140.000000 Penalty: 6119.673828
	Iteration 7F: 3 clusters Score -2.815914e+07 nChanged 13675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215443 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -28169822.000000 Penalty: 6119.673828
	Iteration 8F: 3 clusters Score -2.816982e+07 nChanged 7456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222893 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -28175408.000000 Penalty: 6119.673828
	Iteration 9Q: 3 clusters Score -2.817541e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226101 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -28177758.000000 Penalty: 6119.673828
	Iteration 10Q: 3 clusters Score -2.817776e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227290 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -28178550.000000 Penalty: 6119.673828
	Iteration 11Q: 3 clusters Score -2.817855e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227678 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -28178876.000000 Penalty: 6119.673828
	Iteration 12Q: 3 clusters Score -2.817888e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227832 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -28179036.000000 Penalty: 6119.673828
	Iteration 13Q: 3 clusters Score -2.817904e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227880 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -28179114.000000 Penalty: 6119.673828
	Iteration 14Q: 3 clusters Score -2.817911e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227901 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -28179162.000000 Penalty: 6119.673828
	Iteration 15Q: 3 clusters Score -2.817916e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227916 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -28179212.000000 Penalty: 6119.673828
	Iteration 16Q: 3 clusters Score -2.817921e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227923 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -28179240.000000 Penalty: 6119.673828
	Iteration 17Q: 3 clusters Score -2.817924e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227926 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -28179248.000000 Penalty: 6119.673828
	Iteration 18Q: 3 clusters Score -2.817925e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227928 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -28179264.000000 Penalty: 6119.673828
	Iteration 19Q: 3 clusters Score -2.817926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227928 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -28179258.000000 Penalty: 6119.673828
	Iteration 20F: 3 clusters Score -2.817926e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227930 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -28179266.000000 Penalty: 6119.673828
	Iteration 21Q: 3 clusters Score -2.817927e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227930 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -28179266.000000 Penalty: 6119.673828
	Iteration 22Q: 3 clusters Score -2.817927e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227931 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -28179262.000000 Penalty: 6119.673828
	Iteration 23Q: 3 clusters Score -2.817926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227932 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -28179248.000000 Penalty: 6119.673828
	Iteration 24Q: 3 clusters Score -2.817925e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227931 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -28179262.000000 Penalty: 6119.673828
	Iteration 25Q: 3 clusters Score -2.817926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227931 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -28179278.000000 Penalty: 6119.673828
	Iteration 26Q: 3 clusters Score -2.817928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227930 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -28179270.000000 Penalty: 6119.673828
	Iteration 27Q: 3 clusters Score -2.817927e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227930 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -28179270.000000 Penalty: 6119.673828
	Iteration 28F: 3 clusters Score -2.817927e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (29887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Entering Unmasked Estep 
Score: -3660732.750000 Penalty: 2555.684326
	Iteration 0F: 2 clusters Score -3660733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -3640201.000000 Penalty: 5111.368652
	Iteration 0F: 3 clusters Score -3640201 nChanged 13514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -3647634.000000 Penalty: 5111.368652
	Iteration 1F: 3 clusters Score -3647634 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -3648042.500000 Penalty: 5111.368652
	Iteration 2Q: 3 clusters Score -3648042 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -3648411.750000 Penalty: 5111.368652
	Iteration 3Q: 3 clusters Score -3648412 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -3648811.000000 Penalty: 5111.368652
	Iteration 4Q: 3 clusters Score -3648811 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -3649224.750000 Penalty: 5111.368652
	Iteration 5Q: 3 clusters Score -3649225 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -3649742.750000 Penalty: 5111.368652
	Iteration 6Q: 3 clusters Score -3649743 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -3650470.250000 Penalty: 5111.368652
	Iteration 7Q: 3 clusters Score -3650470 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -3651417.500000 Penalty: 5111.368652
	Iteration 8F: 3 clusters Score -3651418 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -3652543.000000 Penalty: 5111.368652
	Iteration 9F: 3 clusters Score -3652543 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -3653841.500000 Penalty: 5111.368652
	Iteration 10F: 3 clusters Score -3653842 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -3655129.750000 Penalty: 5111.368652
	Iteration 11F: 3 clusters Score -3655130 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -3656172.250000 Penalty: 5111.368652
	Iteration 12Q: 3 clusters Score -3656172 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -3656756.250000 Penalty: 5111.368652
	Iteration 13Q: 3 clusters Score -3656756 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -3657102.000000 Penalty: 5111.368652
	Iteration 14Q: 3 clusters Score -3657102 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -3657315.000000 Penalty: 5111.368652
	Iteration 15Q: 3 clusters Score -3657315 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -3657463.500000 Penalty: 5111.368652
	Iteration 16Q: 3 clusters Score -3657464 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -3657590.500000 Penalty: 5111.368652
	Iteration 17Q: 3 clusters Score -3657590 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -3657689.000000 Penalty: 5111.368652
	Iteration 18Q: 3 clusters Score -3657689 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -3657784.500000 Penalty: 5111.368652
	Iteration 19Q: 3 clusters Score -3657784 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -3657862.250000 Penalty: 5111.368652
	Iteration 20F: 3 clusters Score -3657862 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -3657942.000000 Penalty: 5111.368652
	Iteration 21Q: 3 clusters Score -3657942 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 26016 members 
Entering Unmasked Estep 
Score: -3658000.500000 Penalty: 5111.368652
	Iteration 22Q: 3 clusters Score -3658000 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -3658043.000000 Penalty: 5111.368652
	Iteration 23Q: 3 clusters Score -3658043 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -3658106.500000 Penalty: 5111.368652
	Iteration 24Q: 3 clusters Score -3658106 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -3658160.500000 Penalty: 5111.368652
	Iteration 25Q: 3 clusters Score -3658160 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -3658222.500000 Penalty: 5111.368652
	Iteration 26Q: 3 clusters Score -3658222 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -3658264.250000 Penalty: 5111.368652
	Iteration 27Q: 3 clusters Score -3658264 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
Score: -3658289.750000 Penalty: 5111.368652
	Iteration 28Q: 3 clusters Score -3658290 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 26973 members 
Entering Unmasked Estep 
Score: -3658326.250000 Penalty: 5111.368652
	Iteration 29Q: 3 clusters Score -3658326 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 27069 members 
Entering Unmasked Estep 
Score: -3658346.000000 Penalty: 5111.368652
	Iteration 30Q: 3 clusters Score -3658346 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -3658371.250000 Penalty: 5111.368652
	Iteration 31Q: 3 clusters Score -3658371 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -3658403.250000 Penalty: 5111.368652
	Iteration 32Q: 3 clusters Score -3658403 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -3658417.000000 Penalty: 5111.368652
	Iteration 33Q: 3 clusters Score -3658417 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -3658433.750000 Penalty: 5111.368652
	Iteration 34Q: 3 clusters Score -3658434 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -3658448.750000 Penalty: 5111.368652
	Iteration 35Q: 3 clusters Score -3658449 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -3658453.750000 Penalty: 5111.368652
	Iteration 36Q: 3 clusters Score -3658454 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -3658466.750000 Penalty: 5111.368652
	Iteration 37Q: 3 clusters Score -3658467 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -3658469.250000 Penalty: 5111.368652
	Iteration 38Q: 3 clusters Score -3658469 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -3658478.500000 Penalty: 5111.368652
	Iteration 39Q: 3 clusters Score -3658478 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 27652 members 
Entering Unmasked Estep 
Score: -3658494.000000 Penalty: 5111.368652
	Iteration 40F: 3 clusters Score -3658494 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -3658503.750000 Penalty: 5111.368652
	Iteration 41Q: 3 clusters Score -3658504 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 27705 members 
Entering Unmasked Estep 
Score: -3658509.750000 Penalty: 5111.368652
	Iteration 42Q: 3 clusters Score -3658510 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -3658516.750000 Penalty: 5111.368652
	Iteration 43Q: 3 clusters Score -3658517 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 27781 members 
Entering Unmasked Estep 
Score: -3658528.750000 Penalty: 5111.368652
	Iteration 44Q: 3 clusters Score -3658529 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -3658536.750000 Penalty: 5111.368652
	Iteration 45Q: 3 clusters Score -3658537 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -3658551.750000 Penalty: 5111.368652
	Iteration 46Q: 3 clusters Score -3658552 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -3658572.000000 Penalty: 5111.368652
	Iteration 47Q: 3 clusters Score -3658572 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 27906 members 
Entering Unmasked Estep 
Score: -3658581.500000 Penalty: 5111.368652
	Iteration 48Q: 3 clusters Score -3658582 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -3658588.250000 Penalty: 5111.368652
	Iteration 49Q: 3 clusters Score -3658588 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -3658596.500000 Penalty: 5111.368652
	Iteration 50Q: 3 clusters Score -3658596 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
Score: -3658599.500000 Penalty: 5111.368652
	Iteration 51Q: 3 clusters Score -3658600 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -3658608.250000 Penalty: 5111.368652
	Iteration 52Q: 3 clusters Score -3658608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -3658609.750000 Penalty: 5111.368652
	Iteration 53Q: 3 clusters Score -3658610 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -3658622.250000 Penalty: 5111.368652
	Iteration 54Q: 3 clusters Score -3658622 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 28069 members 
Entering Unmasked Estep 
Score: -3658628.750000 Penalty: 5111.368652
	Iteration 55Q: 3 clusters Score -3658629 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 28088 members 
Entering Unmasked Estep 
Score: -3658624.750000 Penalty: 5111.368652
	Iteration 56Q: 3 clusters Score -3658625 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -3658635.750000 Penalty: 5111.368652
	Iteration 57Q: 3 clusters Score -3658636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -3658635.000000 Penalty: 5111.368652
	Iteration 58Q: 3 clusters Score -3658635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -3658640.500000 Penalty: 5111.368652
	Iteration 59Q: 3 clusters Score -3658640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -3658639.750000 Penalty: 5111.368652
	Iteration 60F: 3 clusters Score -3658640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -3658642.750000 Penalty: 5111.368652
	Iteration 61Q: 3 clusters Score -3658643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -3658649.750000 Penalty: 5111.368652
	Iteration 62Q: 3 clusters Score -3658650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -3658646.750000 Penalty: 5111.368652
	Iteration 63Q: 3 clusters Score -3658647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -3658644.000000 Penalty: 5111.368652
	Iteration 64Q: 3 clusters Score -3658644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -3658645.000000 Penalty: 5111.368652
	Iteration 65Q: 3 clusters Score -3658645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -3658644.750000 Penalty: 5111.368652
	Iteration 66Q: 3 clusters Score -3658645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -3658644.500000 Penalty: 5111.368652
	Iteration 67Q: 3 clusters Score -3658644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 28194 members 
Entering Unmasked Estep 
Score: -3658645.500000 Penalty: 5111.368652
	Iteration 68Q: 3 clusters Score -3658646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 28195 members 
Entering Unmasked Estep 
Score: -3658647.500000 Penalty: 5111.368652
	Iteration 69Q: 3 clusters Score -3658648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -3658646.250000 Penalty: 5111.368652
	Iteration 70Q: 3 clusters Score -3658646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -3658645.000000 Penalty: 5111.368652
	Iteration 71Q: 3 clusters Score -3658645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -3658639.250000 Penalty: 5111.368652
	Iteration 72Q: 3 clusters Score -3658639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -3658640.500000 Penalty: 5111.368652
	Iteration 73Q: 3 clusters Score -3658640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -3658643.000000 Penalty: 5111.368652
	Iteration 74Q: 3 clusters Score -3658643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -3658645.000000 Penalty: 5111.368652
	Iteration 75Q: 3 clusters Score -3658645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -3658645.000000 Penalty: 5111.368652
	Iteration 76F: 3 clusters Score -3658645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Entering Unmasked Estep 
Score: -405835.031250 Penalty: 2019.952271
	Iteration 0F: 2 clusters Score -405835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -402290.406250 Penalty: 4039.904541
	Iteration 0F: 3 clusters Score -402290.4 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -403058.000000 Penalty: 4039.904541
	Iteration 1F: 3 clusters Score -403058 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -403368.375000 Penalty: 4039.904541
	Iteration 2F: 3 clusters Score -403368.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -403611.218750 Penalty: 4039.904541
	Iteration 3F: 3 clusters Score -403611.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -403828.687500 Penalty: 4039.904541
	Iteration 4F: 3 clusters Score -403828.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -404057.500000 Penalty: 4039.904541
	Iteration 5F: 3 clusters Score -404057.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -404290.781250 Penalty: 4039.904541
	Iteration 6F: 3 clusters Score -404290.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -404512.093750 Penalty: 4039.904541
	Iteration 7F: 3 clusters Score -404512.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -404771.687500 Penalty: 4039.904541
	Iteration 8F: 3 clusters Score -404771.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -405125.187500 Penalty: 4039.904541
	Iteration 9F: 3 clusters Score -405125.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -405416.312500 Penalty: 4039.904541
	Iteration 10F: 3 clusters Score -405416.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -405549.343750 Penalty: 4039.904541
	Iteration 11Q: 3 clusters Score -405549.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -405605.218750 Penalty: 4039.904541
	Iteration 12Q: 3 clusters Score -405605.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -405622.468750 Penalty: 4039.904541
	Iteration 13Q: 3 clusters Score -405622.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -405634.843750 Penalty: 4039.904541
	Iteration 14Q: 3 clusters Score -405634.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -405640.406250 Penalty: 4039.904541
	Iteration 15Q: 3 clusters Score -405640.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -405642.218750 Penalty: 4039.904541
	Iteration 16Q: 3 clusters Score -405642.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -405642.562500 Penalty: 4039.904541
	Iteration 17Q: 3 clusters Score -405642.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -405644.218750 Penalty: 4039.904541
	Iteration 18Q: 3 clusters Score -405644.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -405644.843750 Penalty: 4039.904541
	Iteration 19Q: 3 clusters Score -405644.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -405644.656250 Penalty: 4039.904541
	Iteration 20F: 3 clusters Score -405644.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -405645.468750 Penalty: 4039.904541
	Iteration 21Q: 3 clusters Score -405645.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -405645.468750 Penalty: 4039.904541
	Iteration 22F: 3 clusters Score -405645.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Entering Unmasked Estep 
Score: -670769.437500 Penalty: 2169.027832
	Iteration 0F: 2 clusters Score -670769.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -665436.812500 Penalty: 4338.055664
	Iteration 0F: 3 clusters Score -665436.8 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -667027.875000 Penalty: 4338.055664
	Iteration 1F: 3 clusters Score -667027.9 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -667499.750000 Penalty: 4338.055664
	Iteration 2F: 3 clusters Score -667499.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -667853.562500 Penalty: 4338.055664
	Iteration 3F: 3 clusters Score -667853.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -668113.437500 Penalty: 4338.055664
	Iteration 4F: 3 clusters Score -668113.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -668303.812500 Penalty: 4338.055664
	Iteration 5Q: 3 clusters Score -668303.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -668445.312500 Penalty: 4338.055664
	Iteration 6Q: 3 clusters Score -668445.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -668578.062500 Penalty: 4338.055664
	Iteration 7Q: 3 clusters Score -668578.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -668687.187500 Penalty: 4338.055664
	Iteration 8Q: 3 clusters Score -668687.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -668802.562500 Penalty: 4338.055664
	Iteration 9Q: 3 clusters Score -668802.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -668909.687500 Penalty: 4338.055664
	Iteration 10Q: 3 clusters Score -668909.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -669014.875000 Penalty: 4338.055664
	Iteration 11Q: 3 clusters Score -669014.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -669111.312500 Penalty: 4338.055664
	Iteration 12Q: 3 clusters Score -669111.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -669225.312500 Penalty: 4338.055664
	Iteration 13Q: 3 clusters Score -669225.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -669342.312500 Penalty: 4338.055664
	Iteration 14Q: 3 clusters Score -669342.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -669456.500000 Penalty: 4338.055664
	Iteration 15Q: 3 clusters Score -669456.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -669618.812500 Penalty: 4338.055664
	Iteration 16Q: 3 clusters Score -669618.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -669816.812500 Penalty: 4338.055664
	Iteration 17Q: 3 clusters Score -669816.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -670015.437500 Penalty: 4338.055664
	Iteration 18Q: 3 clusters Score -670015.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -670226.750000 Penalty: 4338.055664
	Iteration 19Q: 3 clusters Score -670226.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -670396.125000 Penalty: 4338.055664
	Iteration 20F: 3 clusters Score -670396.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -670505.750000 Penalty: 4338.055664
	Iteration 21Q: 3 clusters Score -670505.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -670593.312500 Penalty: 4338.055664
	Iteration 22Q: 3 clusters Score -670593.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -670678.250000 Penalty: 4338.055664
	Iteration 23Q: 3 clusters Score -670678.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -670736.062500 Penalty: 4338.055664
	Iteration 24Q: 3 clusters Score -670736.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -670770.312500 Penalty: 4338.055664
	Iteration 25Q: 3 clusters Score -670770.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -670800.125000 Penalty: 4338.055664
	Iteration 26Q: 3 clusters Score -670800.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -670817.937500 Penalty: 4338.055664
	Iteration 27Q: 3 clusters Score -670817.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -670841.500000 Penalty: 4338.055664
	Iteration 28Q: 3 clusters Score -670841.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -670859.312500 Penalty: 4338.055664
	Iteration 29Q: 3 clusters Score -670859.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -670868.125000 Penalty: 4338.055664
	Iteration 30Q: 3 clusters Score -670868.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -670878.250000 Penalty: 4338.055664
	Iteration 31Q: 3 clusters Score -670878.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -670887.562500 Penalty: 4338.055664
	Iteration 32Q: 3 clusters Score -670887.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -670898.312500 Penalty: 4338.055664
	Iteration 33Q: 3 clusters Score -670898.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -670905.187500 Penalty: 4338.055664
	Iteration 34Q: 3 clusters Score -670905.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -670910.812500 Penalty: 4338.055664
	Iteration 35Q: 3 clusters Score -670910.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -670917.437500 Penalty: 4338.055664
	Iteration 36Q: 3 clusters Score -670917.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -670924.812500 Penalty: 4338.055664
	Iteration 37Q: 3 clusters Score -670924.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -670932.625000 Penalty: 4338.055664
	Iteration 38Q: 3 clusters Score -670932.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -670934.750000 Penalty: 4338.055664
	Iteration 39Q: 3 clusters Score -670934.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -670936.062500 Penalty: 4338.055664
	Iteration 40F: 3 clusters Score -670936.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -670938.062500 Penalty: 4338.055664
	Iteration 41Q: 3 clusters Score -670938.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -670938.062500 Penalty: 4338.055664
	Iteration 42F: 3 clusters Score -670938.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 10502 members 
Mstep: Class 3 contains 57335 members 
Mstep: Class 4 contains 9266 members 
Mstep: Class 5 contains 4143 members 
Mstep: Class 6 contains 17495 members 
Mstep: Class 7 contains 14955 members 
Mstep: Class 8 contains 126287 members 
Mstep: Class 9 contains 12346 members 
Mstep: Class 10 contains 200313 members 
Mstep: Class 11 contains 212334 members 
Mstep: Class 12 contains 12626 members 
Mstep: Class 13 contains 326099 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41737 members 
Mstep: Class 16 contains 41392 members 
Mstep: Class 17 contains 11743 members 
Mstep: Class 18 contains 16561 members 
Mstep: Class 19 contains 6474 members 
Mstep: Class 20 contains 6033 members 
Mstep: Class 21 contains 40361 members 
Mstep: Class 22 contains 28490 members 
Mstep: Class 23 contains 175819 members 
Mstep: Class 24 contains 94039 members 
Mstep: Class 25 contains 8807 members 
Mstep: Class 26 contains 228217 members 
Mstep: Class 27 contains 29887 members 
Mstep: Class 28 contains 3446 members 
Mstep: Class 29 contains 4508 members 
Mstep: Class 30 contains 103856 members 
Mstep: Class 31 contains 14490 members 
Mstep: Class 32 contains 3098 members 
Mstep: Class 33 contains 82167 members 
Mstep: Class 34 contains 8902 members 
Mstep: Class 35 contains 8789 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8488 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10392 members 
Mstep: Class 41 contains 995 members 
Mstep: Class 42 contains 1778 members 
Entering Unmasked Estep 
Score: -235460688.000000 Penalty: 151070.828125
Splitting cluster 29 changes total score from -235461856.000000 to -235460688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (103856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103856 members 
Entering Unmasked Estep 
Score: -12718469.000000 Penalty: 2864.588623
	Iteration 0F: 2 clusters Score -1.271847e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51909 members 
Mstep: Class 2 contains 51947 members 
Entering Unmasked Estep 
Score: -12649109.000000 Penalty: 5729.177246
	Iteration 0F: 3 clusters Score -1.264911e+07 nChanged 49095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51284 members 
Mstep: Class 2 contains 52572 members 
Entering Unmasked Estep 
Score: -12677144.000000 Penalty: 5729.177246
	Iteration 1F: 3 clusters Score -1.267714e+07 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50713 members 
Mstep: Class 2 contains 53143 members 
Entering Unmasked Estep 
Score: -12678198.000000 Penalty: 5729.177246
	Iteration 2Q: 3 clusters Score -1.26782e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49720 members 
Mstep: Class 2 contains 54136 members 
Entering Unmasked Estep 
Score: -12679412.000000 Penalty: 5729.177246
	Iteration 3Q: 3 clusters Score -1.267941e+07 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48172 members 
Mstep: Class 2 contains 55684 members 
Entering Unmasked Estep 
Score: -12680979.000000 Penalty: 5729.177246
	Iteration 4Q: 3 clusters Score -1.268098e+07 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45801 members 
Mstep: Class 2 contains 58055 members 
Entering Unmasked Estep 
Score: -12682955.000000 Penalty: 5729.177246
	Iteration 5Q: 3 clusters Score -1.268296e+07 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42562 members 
Mstep: Class 2 contains 61294 members 
Entering Unmasked Estep 
Score: -12685418.000000 Penalty: 5729.177246
	Iteration 6F: 3 clusters Score -1.268542e+07 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38433 members 
Mstep: Class 2 contains 65423 members 
Entering Unmasked Estep 
Score: -12688307.000000 Penalty: 5729.177246
	Iteration 7F: 3 clusters Score -1.268831e+07 nChanged 6221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 70294 members 
Entering Unmasked Estep 
Score: -12691587.000000 Penalty: 5729.177246
	Iteration 8F: 3 clusters Score -1.269159e+07 nChanged 6042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 75584 members 
Entering Unmasked Estep 
Score: -12695091.000000 Penalty: 5729.177246
	Iteration 9F: 3 clusters Score -1.269509e+07 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 81057 members 
Entering Unmasked Estep 
Score: -12698777.000000 Penalty: 5729.177246
	Iteration 10F: 3 clusters Score -1.269878e+07 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 86294 members 
Entering Unmasked Estep 
Score: -12702414.000000 Penalty: 5729.177246
	Iteration 11F: 3 clusters Score -1.270241e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 91106 members 
Entering Unmasked Estep 
Score: -12705888.000000 Penalty: 5729.177246
	Iteration 12Q: 3 clusters Score -1.270589e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 95230 members 
Entering Unmasked Estep 
Score: -12708944.000000 Penalty: 5729.177246
	Iteration 13Q: 3 clusters Score -1.270894e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 98490 members 
Entering Unmasked Estep 
Score: -12711498.000000 Penalty: 5729.177246
	Iteration 14Q: 3 clusters Score -1.27115e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 100833 members 
Entering Unmasked Estep 
Score: -12713651.000000 Penalty: 5729.177246
	Iteration 15Q: 3 clusters Score -1.271365e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 102221 members 
Entering Unmasked Estep 
Score: -12714782.000000 Penalty: 5729.177246
	Iteration 16Q: 3 clusters Score -1.271478e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 102908 members 
Entering Unmasked Estep 
Score: -12715361.000000 Penalty: 5729.177246
	Iteration 17Q: 3 clusters Score -1.271536e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 103205 members 
Entering Unmasked Estep 
Score: -12715597.000000 Penalty: 5729.177246
	Iteration 18Q: 3 clusters Score -1.27156e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 103339 members 
Entering Unmasked Estep 
Score: -12715767.000000 Penalty: 5729.177246
	Iteration 19Q: 3 clusters Score -1.271577e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 103395 members 
Entering Unmasked Estep 
Score: -12715818.000000 Penalty: 5729.177246
	Iteration 20F: 3 clusters Score -1.271582e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 103422 members 
Entering Unmasked Estep 
Score: -12715870.000000 Penalty: 5729.177246
	Iteration 21Q: 3 clusters Score -1.271587e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 103448 members 
Entering Unmasked Estep 
Score: -12715909.000000 Penalty: 5729.177246
	Iteration 22Q: 3 clusters Score -1.271591e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 103461 members 
Entering Unmasked Estep 
Score: -12715949.000000 Penalty: 5729.177246
	Iteration 23Q: 3 clusters Score -1.271595e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 103471 members 
Entering Unmasked Estep 
Score: -12715942.000000 Penalty: 5729.177246
	Iteration 24Q: 3 clusters Score -1.271594e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 103474 members 
Entering Unmasked Estep 
Score: -12715956.000000 Penalty: 5729.177246
	Iteration 25Q: 3 clusters Score -1.271596e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 103477 members 
Entering Unmasked Estep 
Score: -12715966.000000 Penalty: 5729.177246
	Iteration 26Q: 3 clusters Score -1.271597e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 103478 members 
Entering Unmasked Estep 
Score: -12715964.000000 Penalty: 5729.177246
	Iteration 27Q: 3 clusters Score -1.271596e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 103481 members 
Entering Unmasked Estep 
Score: -12715969.000000 Penalty: 5729.177246
	Iteration 28Q: 3 clusters Score -1.271597e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 103481 members 
Entering Unmasked Estep 
Score: -12715969.000000 Penalty: 5729.177246
	Iteration 29F: 3 clusters Score -1.271597e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (14490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Entering Unmasked Estep 
Score: -1642206.625000 Penalty: 2376.141113
	Iteration 0F: 2 clusters Score -1642207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1631762.875000 Penalty: 4752.282227
	Iteration 0F: 3 clusters Score -1631763 nChanged 6153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1635180.375000 Penalty: 4752.282227
	Iteration 1F: 3 clusters Score -1635180 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1635775.500000 Penalty: 4752.282227
	Iteration 2F: 3 clusters Score -1635776 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1636412.625000 Penalty: 4752.282227
	Iteration 3F: 3 clusters Score -1636413 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1637028.750000 Penalty: 4752.282227
	Iteration 4F: 3 clusters Score -1637029 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1637587.250000 Penalty: 4752.282227
	Iteration 5F: 3 clusters Score -1637587 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1638105.250000 Penalty: 4752.282227
	Iteration 6F: 3 clusters Score -1638105 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1638601.125000 Penalty: 4752.282227
	Iteration 7F: 3 clusters Score -1638601 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1639061.500000 Penalty: 4752.282227
	Iteration 8Q: 3 clusters Score -1639062 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1639499.250000 Penalty: 4752.282227
	Iteration 9Q: 3 clusters Score -1639499 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1639877.000000 Penalty: 4752.282227
	Iteration 10Q: 3 clusters Score -1639877 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1640214.875000 Penalty: 4752.282227
	Iteration 11Q: 3 clusters Score -1640215 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1640540.000000 Penalty: 4752.282227
	Iteration 12Q: 3 clusters Score -1640540 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1640863.875000 Penalty: 4752.282227
	Iteration 13Q: 3 clusters Score -1640864 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1641186.000000 Penalty: 4752.282227
	Iteration 14Q: 3 clusters Score -1641186 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1641491.500000 Penalty: 4752.282227
	Iteration 15Q: 3 clusters Score -1641492 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1641733.250000 Penalty: 4752.282227
	Iteration 16Q: 3 clusters Score -1641733 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1641889.250000 Penalty: 4752.282227
	Iteration 17Q: 3 clusters Score -1641889 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1642000.125000 Penalty: 4752.282227
	Iteration 18Q: 3 clusters Score -1642000 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1642052.750000 Penalty: 4752.282227
	Iteration 19Q: 3 clusters Score -1642053 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1642089.000000 Penalty: 4752.282227
	Iteration 20F: 3 clusters Score -1642089 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1642109.250000 Penalty: 4752.282227
	Iteration 21Q: 3 clusters Score -1642109 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1642117.625000 Penalty: 4752.282227
	Iteration 22Q: 3 clusters Score -1642118 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1642128.000000 Penalty: 4752.282227
	Iteration 23Q: 3 clusters Score -1642128 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1642129.625000 Penalty: 4752.282227
	Iteration 24Q: 3 clusters Score -1642130 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1642134.750000 Penalty: 4752.282227
	Iteration 25Q: 3 clusters Score -1642135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1642139.750000 Penalty: 4752.282227
	Iteration 26Q: 3 clusters Score -1642140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1642142.375000 Penalty: 4752.282227
	Iteration 27Q: 3 clusters Score -1642142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1642143.750000 Penalty: 4752.282227
	Iteration 28Q: 3 clusters Score -1642144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1642142.000000 Penalty: 4752.282227
	Iteration 29Q: 3 clusters Score -1642142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1642141.000000 Penalty: 4752.282227
	Iteration 30Q: 3 clusters Score -1642141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1642143.125000 Penalty: 4752.282227
	Iteration 31Q: 3 clusters Score -1642143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1642145.000000 Penalty: 4752.282227
	Iteration 32Q: 3 clusters Score -1642145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1642145.500000 Penalty: 4752.282227
	Iteration 33Q: 3 clusters Score -1642146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1642144.500000 Penalty: 4752.282227
	Iteration 34Q: 3 clusters Score -1642144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1642146.250000 Penalty: 4752.282227
	Iteration 35Q: 3 clusters Score -1642146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1642146.250000 Penalty: 4752.282227
	Iteration 36F: 3 clusters Score -1642146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Entering Unmasked Estep 
Score: -351929.093750 Penalty: 1993.551025
	Iteration 0F: 2 clusters Score -351929.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -348551.562500 Penalty: 3987.102051
	Iteration 0F: 3 clusters Score -348551.6 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -349262.656250 Penalty: 3987.102051
	Iteration 1F: 3 clusters Score -349262.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -349490.968750 Penalty: 3987.102051
	Iteration 2F: 3 clusters Score -349491 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -349609.093750 Penalty: 3987.102051
	Iteration 3F: 3 clusters Score -349609.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -349680.875000 Penalty: 3987.102051
	Iteration 4Q: 3 clusters Score -349680.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -349725.093750 Penalty: 3987.102051
	Iteration 5Q: 3 clusters Score -349725.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -349772.187500 Penalty: 3987.102051
	Iteration 6Q: 3 clusters Score -349772.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -349813.593750 Penalty: 3987.102051
	Iteration 7Q: 3 clusters Score -349813.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -349846.125000 Penalty: 3987.102051
	Iteration 8Q: 3 clusters Score -349846.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -349870.500000 Penalty: 3987.102051
	Iteration 9Q: 3 clusters Score -349870.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -349884.937500 Penalty: 3987.102051
	Iteration 10Q: 3 clusters Score -349884.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -349897.531250 Penalty: 3987.102051
	Iteration 11Q: 3 clusters Score -349897.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -349904.125000 Penalty: 3987.102051
	Iteration 12Q: 3 clusters Score -349904.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -349915.968750 Penalty: 3987.102051
	Iteration 13Q: 3 clusters Score -349916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -349925.437500 Penalty: 3987.102051
	Iteration 14Q: 3 clusters Score -349925.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -349936.343750 Penalty: 3987.102051
	Iteration 15Q: 3 clusters Score -349936.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -349941.218750 Penalty: 3987.102051
	Iteration 16Q: 3 clusters Score -349941.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -349950.500000 Penalty: 3987.102051
	Iteration 17Q: 3 clusters Score -349950.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -349966.906250 Penalty: 3987.102051
	Iteration 18Q: 3 clusters Score -349966.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -349984.718750 Penalty: 3987.102051
	Iteration 19Q: 3 clusters Score -349984.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -350006.875000 Penalty: 3987.102051
	Iteration 20F: 3 clusters Score -350006.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -350024.125000 Penalty: 3987.102051
	Iteration 21Q: 3 clusters Score -350024.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -350039.406250 Penalty: 3987.102051
	Iteration 22Q: 3 clusters Score -350039.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -350055.718750 Penalty: 3987.102051
	Iteration 23Q: 3 clusters Score -350055.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -350066.406250 Penalty: 3987.102051
	Iteration 24Q: 3 clusters Score -350066.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -350074.875000 Penalty: 3987.102051
	Iteration 25Q: 3 clusters Score -350074.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -350088.625000 Penalty: 3987.102051
	Iteration 26Q: 3 clusters Score -350088.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -350101.312500 Penalty: 3987.102051
	Iteration 27Q: 3 clusters Score -350101.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -350114.718750 Penalty: 3987.102051
	Iteration 28Q: 3 clusters Score -350114.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -350127.625000 Penalty: 3987.102051
	Iteration 29Q: 3 clusters Score -350127.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -350141.593750 Penalty: 3987.102051
	Iteration 30Q: 3 clusters Score -350141.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -350154.437500 Penalty: 3987.102051
	Iteration 31Q: 3 clusters Score -350154.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -350168.593750 Penalty: 3987.102051
	Iteration 32Q: 3 clusters Score -350168.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -350179.718750 Penalty: 3987.102051
	Iteration 33Q: 3 clusters Score -350179.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -350197.281250 Penalty: 3987.102051
	Iteration 34Q: 3 clusters Score -350197.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -350217.937500 Penalty: 3987.102051
	Iteration 35Q: 3 clusters Score -350217.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -350234.343750 Penalty: 3987.102051
	Iteration 36Q: 3 clusters Score -350234.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -350251.968750 Penalty: 3987.102051
	Iteration 37Q: 3 clusters Score -350252 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -350273.656250 Penalty: 3987.102051
	Iteration 38Q: 3 clusters Score -350273.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -350293.500000 Penalty: 3987.102051
	Iteration 39Q: 3 clusters Score -350293.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -350308.187500 Penalty: 3987.102051
	Iteration 40F: 3 clusters Score -350308.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -350322.593750 Penalty: 3987.102051
	Iteration 41Q: 3 clusters Score -350322.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -350337.843750 Penalty: 3987.102051
	Iteration 42Q: 3 clusters Score -350337.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -350348.187500 Penalty: 3987.102051
	Iteration 43Q: 3 clusters Score -350348.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -350357.000000 Penalty: 3987.102051
	Iteration 44Q: 3 clusters Score -350357 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -350369.281250 Penalty: 3987.102051
	Iteration 45Q: 3 clusters Score -350369.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -350381.906250 Penalty: 3987.102051
	Iteration 46Q: 3 clusters Score -350381.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -350390.031250 Penalty: 3987.102051
	Iteration 47Q: 3 clusters Score -350390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -350405.031250 Penalty: 3987.102051
	Iteration 48Q: 3 clusters Score -350405 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -350444.781250 Penalty: 3987.102051
	Iteration 49Q: 3 clusters Score -350444.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -350497.468750 Penalty: 3987.102051
	Iteration 50Q: 3 clusters Score -350497.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -350553.968750 Penalty: 3987.102051
	Iteration 51Q: 3 clusters Score -350554 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -350605.718750 Penalty: 3987.102051
	Iteration 52Q: 3 clusters Score -350605.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -350665.343750 Penalty: 3987.102051
	Iteration 53Q: 3 clusters Score -350665.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -350701.843750 Penalty: 3987.102051
	Iteration 54Q: 3 clusters Score -350701.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -350734.281250 Penalty: 3987.102051
	Iteration 55Q: 3 clusters Score -350734.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -350748.281250 Penalty: 3987.102051
	Iteration 56Q: 3 clusters Score -350748.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -350761.406250 Penalty: 3987.102051
	Iteration 57Q: 3 clusters Score -350761.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -350768.531250 Penalty: 3987.102051
	Iteration 58Q: 3 clusters Score -350768.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -350770.968750 Penalty: 3987.102051
	Iteration 59Q: 3 clusters Score -350771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -350774.750000 Penalty: 3987.102051
	Iteration 60F: 3 clusters Score -350774.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -350779.156250 Penalty: 3987.102051
	Iteration 61Q: 3 clusters Score -350779.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -350784.218750 Penalty: 3987.102051
	Iteration 62Q: 3 clusters Score -350784.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -350786.250000 Penalty: 3987.102051
	Iteration 63Q: 3 clusters Score -350786.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -350792.093750 Penalty: 3987.102051
	Iteration 64Q: 3 clusters Score -350792.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -350796.843750 Penalty: 3987.102051
	Iteration 65Q: 3 clusters Score -350796.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -350798.250000 Penalty: 3987.102051
	Iteration 66Q: 3 clusters Score -350798.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -350799.468750 Penalty: 3987.102051
	Iteration 67Q: 3 clusters Score -350799.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -350802.187500 Penalty: 3987.102051
	Iteration 68Q: 3 clusters Score -350802.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -350804.031250 Penalty: 3987.102051
	Iteration 69Q: 3 clusters Score -350804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -350804.343750 Penalty: 3987.102051
	Iteration 70Q: 3 clusters Score -350804.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -350805.312500 Penalty: 3987.102051
	Iteration 71Q: 3 clusters Score -350805.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -350807.656250 Penalty: 3987.102051
	Iteration 72Q: 3 clusters Score -350807.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -350810.531250 Penalty: 3987.102051
	Iteration 73Q: 3 clusters Score -350810.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -350813.062500 Penalty: 3987.102051
	Iteration 74Q: 3 clusters Score -350813.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -350813.406250 Penalty: 3987.102051
	Iteration 75Q: 3 clusters Score -350813.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -350814.062500 Penalty: 3987.102051
	Iteration 76Q: 3 clusters Score -350814.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -350815.250000 Penalty: 3987.102051
	Iteration 77Q: 3 clusters Score -350815.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -350817.062500 Penalty: 3987.102051
	Iteration 78Q: 3 clusters Score -350817.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -350819.968750 Penalty: 3987.102051
	Iteration 79Q: 3 clusters Score -350820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -350824.343750 Penalty: 3987.102051
	Iteration 80F: 3 clusters Score -350824.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -350828.437500 Penalty: 3987.102051
	Iteration 81Q: 3 clusters Score -350828.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -350829.125000 Penalty: 3987.102051
	Iteration 82Q: 3 clusters Score -350829.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -350830.343750 Penalty: 3987.102051
	Iteration 83Q: 3 clusters Score -350830.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -350832.718750 Penalty: 3987.102051
	Iteration 84Q: 3 clusters Score -350832.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -350832.968750 Penalty: 3987.102051
	Iteration 85Q: 3 clusters Score -350833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -350832.968750 Penalty: 3987.102051
	Iteration 86F: 3 clusters Score -350833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (82167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82167 members 
Entering Unmasked Estep 
Score: -10033831.000000 Penalty: 2806.494385
	Iteration 0F: 2 clusters Score -1.003383e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41079 members 
Mstep: Class 2 contains 41088 members 
Entering Unmasked Estep 
Score: -9978552.000000 Penalty: 5612.988770
	Iteration 0F: 3 clusters Score -9978552 nChanged 38797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40456 members 
Mstep: Class 2 contains 41711 members 
Entering Unmasked Estep 
Score: -10000445.000000 Penalty: 5612.988770
	Iteration 1F: 3 clusters Score -1.000044e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40147 members 
Mstep: Class 2 contains 42020 members 
Entering Unmasked Estep 
Score: -10001117.000000 Penalty: 5612.988770
	Iteration 2Q: 3 clusters Score -1.000112e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 42461 members 
Entering Unmasked Estep 
Score: -10001838.000000 Penalty: 5612.988770
	Iteration 3Q: 3 clusters Score -1.000184e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39020 members 
Mstep: Class 2 contains 43147 members 
Entering Unmasked Estep 
Score: -10002513.000000 Penalty: 5612.988770
	Iteration 4Q: 3 clusters Score -1.000251e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 44099 members 
Entering Unmasked Estep 
Score: -10003220.000000 Penalty: 5612.988770
	Iteration 5Q: 3 clusters Score -1.000322e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36726 members 
Mstep: Class 2 contains 45441 members 
Entering Unmasked Estep 
Score: -10004086.000000 Penalty: 5612.988770
	Iteration 6Q: 3 clusters Score -1.000409e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34817 members 
Mstep: Class 2 contains 47350 members 
Entering Unmasked Estep 
Score: -10005146.000000 Penalty: 5612.988770
	Iteration 7Q: 3 clusters Score -1.000515e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32184 members 
Mstep: Class 2 contains 49983 members 
Entering Unmasked Estep 
Score: -10006624.000000 Penalty: 5612.988770
	Iteration 8Q: 3 clusters Score -1.000662e+07 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28699 members 
Mstep: Class 2 contains 53468 members 
Entering Unmasked Estep 
Score: -10008814.000000 Penalty: 5612.988770
	Iteration 9F: 3 clusters Score -1.000881e+07 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 57889 members 
Entering Unmasked Estep 
Score: -10011823.000000 Penalty: 5612.988770
	Iteration 10F: 3 clusters Score -1.001182e+07 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 63004 members 
Entering Unmasked Estep 
Score: -10015635.000000 Penalty: 5612.988770
	Iteration 11F: 3 clusters Score -1.001564e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 68325 members 
Entering Unmasked Estep 
Score: -10019946.000000 Penalty: 5612.988770
	Iteration 12F: 3 clusters Score -1.001995e+07 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 73162 members 
Entering Unmasked Estep 
Score: -10024008.000000 Penalty: 5612.988770
	Iteration 13F: 3 clusters Score -1.002401e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 76911 members 
Entering Unmasked Estep 
Score: -10027263.000000 Penalty: 5612.988770
	Iteration 14Q: 3 clusters Score -1.002726e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 79401 members 
Entering Unmasked Estep 
Score: -10029367.000000 Penalty: 5612.988770
	Iteration 15Q: 3 clusters Score -1.002937e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 80700 members 
Entering Unmasked Estep 
Score: -10030480.000000 Penalty: 5612.988770
	Iteration 16Q: 3 clusters Score -1.003048e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 81288 members 
Entering Unmasked Estep 
Score: -10030877.000000 Penalty: 5612.988770
	Iteration 17Q: 3 clusters Score -1.003088e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 81543 members 
Entering Unmasked Estep 
Score: -10031124.000000 Penalty: 5612.988770
	Iteration 18Q: 3 clusters Score -1.003112e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 81641 members 
Entering Unmasked Estep 
Score: -10031218.000000 Penalty: 5612.988770
	Iteration 19Q: 3 clusters Score -1.003122e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 81695 members 
Entering Unmasked Estep 
Score: -10031286.000000 Penalty: 5612.988770
	Iteration 20F: 3 clusters Score -1.003129e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 81729 members 
Entering Unmasked Estep 
Score: -10031311.000000 Penalty: 5612.988770
	Iteration 21Q: 3 clusters Score -1.003131e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 81750 members 
Entering Unmasked Estep 
Score: -10031321.000000 Penalty: 5612.988770
	Iteration 22Q: 3 clusters Score -1.003132e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 81768 members 
Entering Unmasked Estep 
Score: -10031354.000000 Penalty: 5612.988770
	Iteration 23Q: 3 clusters Score -1.003135e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 81779 members 
Entering Unmasked Estep 
Score: -10031374.000000 Penalty: 5612.988770
	Iteration 24Q: 3 clusters Score -1.003137e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 81784 members 
Entering Unmasked Estep 
Score: -10031376.000000 Penalty: 5612.988770
	Iteration 25Q: 3 clusters Score -1.003138e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 81790 members 
Entering Unmasked Estep 
Score: -10031384.000000 Penalty: 5612.988770
	Iteration 26Q: 3 clusters Score -1.003138e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 81793 members 
Entering Unmasked Estep 
Score: -10031386.000000 Penalty: 5612.988770
	Iteration 27Q: 3 clusters Score -1.003139e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 81799 members 
Entering Unmasked Estep 
Score: -10031389.000000 Penalty: 5612.988770
	Iteration 28Q: 3 clusters Score -1.003139e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 81803 members 
Entering Unmasked Estep 
Score: -10031394.000000 Penalty: 5612.988770
	Iteration 29Q: 3 clusters Score -1.003139e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 81806 members 
Entering Unmasked Estep 
Score: -10031403.000000 Penalty: 5612.988770
	Iteration 30Q: 3 clusters Score -1.00314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 81808 members 
Entering Unmasked Estep 
Score: -10031402.000000 Penalty: 5612.988770
	Iteration 31Q: 3 clusters Score -1.00314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 81806 members 
Entering Unmasked Estep 
Score: -10031392.000000 Penalty: 5612.988770
	Iteration 32Q: 3 clusters Score -1.003139e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 81806 members 
Entering Unmasked Estep 
Score: -10031392.000000 Penalty: 5612.988770
	Iteration 33F: 3 clusters Score -1.003139e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Entering Unmasked Estep 
Score: -1036839.000000 Penalty: 2255.319824
	Iteration 0F: 2 clusters Score -1036839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1029878.812500 Penalty: 4510.639648
	Iteration 0F: 3 clusters Score -1029879 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1031851.125000 Penalty: 4510.639648
	Iteration 1F: 3 clusters Score -1031851 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1032170.750000 Penalty: 4510.639648
	Iteration 2F: 3 clusters Score -1032171 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1032408.375000 Penalty: 4510.639648
	Iteration 3F: 3 clusters Score -1032408 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1032600.812500 Penalty: 4510.639648
	Iteration 4Q: 3 clusters Score -1032601 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1032759.375000 Penalty: 4510.639648
	Iteration 5Q: 3 clusters Score -1032759 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1032900.500000 Penalty: 4510.639648
	Iteration 6Q: 3 clusters Score -1032900 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1033041.312500 Penalty: 4510.639648
	Iteration 7Q: 3 clusters Score -1033041 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1033180.000000 Penalty: 4510.639648
	Iteration 8Q: 3 clusters Score -1033180 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1033328.750000 Penalty: 4510.639648
	Iteration 9Q: 3 clusters Score -1033329 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1033478.500000 Penalty: 4510.639648
	Iteration 10Q: 3 clusters Score -1033478 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1033627.500000 Penalty: 4510.639648
	Iteration 11Q: 3 clusters Score -1033628 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1033760.187500 Penalty: 4510.639648
	Iteration 12Q: 3 clusters Score -1033760 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1033897.187500 Penalty: 4510.639648
	Iteration 13Q: 3 clusters Score -1033897 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1034008.750000 Penalty: 4510.639648
	Iteration 14Q: 3 clusters Score -1034009 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1034114.187500 Penalty: 4510.639648
	Iteration 15Q: 3 clusters Score -1034114 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1034213.437500 Penalty: 4510.639648
	Iteration 16Q: 3 clusters Score -1034213 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1034291.000000 Penalty: 4510.639648
	Iteration 17Q: 3 clusters Score -1034291 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1034351.062500 Penalty: 4510.639648
	Iteration 18Q: 3 clusters Score -1034351 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1034389.625000 Penalty: 4510.639648
	Iteration 19Q: 3 clusters Score -1034390 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1034414.125000 Penalty: 4510.639648
	Iteration 20F: 3 clusters Score -1034414 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1034429.187500 Penalty: 4510.639648
	Iteration 21Q: 3 clusters Score -1034429 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1034443.625000 Penalty: 4510.639648
	Iteration 22Q: 3 clusters Score -1034444 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1034459.875000 Penalty: 4510.639648
	Iteration 23Q: 3 clusters Score -1034460 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1034473.812500 Penalty: 4510.639648
	Iteration 24Q: 3 clusters Score -1034474 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1034481.812500 Penalty: 4510.639648
	Iteration 25Q: 3 clusters Score -1034482 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1034492.125000 Penalty: 4510.639648
	Iteration 26Q: 3 clusters Score -1034492 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1034499.500000 Penalty: 4510.639648
	Iteration 27Q: 3 clusters Score -1034500 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1034502.812500 Penalty: 4510.639648
	Iteration 28Q: 3 clusters Score -1034503 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1034509.500000 Penalty: 4510.639648
	Iteration 29Q: 3 clusters Score -1034510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1034512.750000 Penalty: 4510.639648
	Iteration 30Q: 3 clusters Score -1034513 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1034520.062500 Penalty: 4510.639648
	Iteration 31Q: 3 clusters Score -1034520 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1034525.937500 Penalty: 4510.639648
	Iteration 32Q: 3 clusters Score -1034526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1034532.625000 Penalty: 4510.639648
	Iteration 33Q: 3 clusters Score -1034533 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1034539.937500 Penalty: 4510.639648
	Iteration 34Q: 3 clusters Score -1034540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1034545.687500 Penalty: 4510.639648
	Iteration 35Q: 3 clusters Score -1034546 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1034547.812500 Penalty: 4510.639648
	Iteration 36Q: 3 clusters Score -1034548 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1034555.437500 Penalty: 4510.639648
	Iteration 37Q: 3 clusters Score -1034555 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1034560.937500 Penalty: 4510.639648
	Iteration 38Q: 3 clusters Score -1034561 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1034562.875000 Penalty: 4510.639648
	Iteration 39Q: 3 clusters Score -1034563 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1034569.500000 Penalty: 4510.639648
	Iteration 40F: 3 clusters Score -1034570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1034572.125000 Penalty: 4510.639648
	Iteration 41Q: 3 clusters Score -1034572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1034575.000000 Penalty: 4510.639648
	Iteration 42Q: 3 clusters Score -1034575 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1034577.500000 Penalty: 4510.639648
	Iteration 43Q: 3 clusters Score -1034578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1034578.000000 Penalty: 4510.639648
	Iteration 44Q: 3 clusters Score -1034578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1034583.562500 Penalty: 4510.639648
	Iteration 45Q: 3 clusters Score -1034584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1034590.750000 Penalty: 4510.639648
	Iteration 46Q: 3 clusters Score -1034591 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1034595.125000 Penalty: 4510.639648
	Iteration 47Q: 3 clusters Score -1034595 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1034597.625000 Penalty: 4510.639648
	Iteration 48Q: 3 clusters Score -1034598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1034599.937500 Penalty: 4510.639648
	Iteration 49Q: 3 clusters Score -1034600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1034604.125000 Penalty: 4510.639648
	Iteration 50Q: 3 clusters Score -1034604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1034606.687500 Penalty: 4510.639648
	Iteration 51Q: 3 clusters Score -1034607 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1034613.875000 Penalty: 4510.639648
	Iteration 52Q: 3 clusters Score -1034614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1034618.875000 Penalty: 4510.639648
	Iteration 53Q: 3 clusters Score -1034619 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1034621.500000 Penalty: 4510.639648
	Iteration 54Q: 3 clusters Score -1034622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1034628.687500 Penalty: 4510.639648
	Iteration 55Q: 3 clusters Score -1034629 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1034633.250000 Penalty: 4510.639648
	Iteration 56Q: 3 clusters Score -1034633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1034633.250000 Penalty: 4510.639648
	Iteration 57Q: 3 clusters Score -1034633 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1034637.250000 Penalty: 4510.639648
	Iteration 58Q: 3 clusters Score -1034637 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1034645.250000 Penalty: 4510.639648
	Iteration 59Q: 3 clusters Score -1034645 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1034651.187500 Penalty: 4510.639648
	Iteration 60F: 3 clusters Score -1034651 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1034656.562500 Penalty: 4510.639648
	Iteration 61Q: 3 clusters Score -1034657 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1034662.312500 Penalty: 4510.639648
	Iteration 62Q: 3 clusters Score -1034662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1034664.437500 Penalty: 4510.639648
	Iteration 63Q: 3 clusters Score -1034664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1034670.375000 Penalty: 4510.639648
	Iteration 64Q: 3 clusters Score -1034670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1034671.875000 Penalty: 4510.639648
	Iteration 65Q: 3 clusters Score -1034672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1034678.125000 Penalty: 4510.639648
	Iteration 66Q: 3 clusters Score -1034678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1034679.187500 Penalty: 4510.639648
	Iteration 67Q: 3 clusters Score -1034679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1034682.187500 Penalty: 4510.639648
	Iteration 68Q: 3 clusters Score -1034682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1034687.312500 Penalty: 4510.639648
	Iteration 69Q: 3 clusters Score -1034687 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1034693.187500 Penalty: 4510.639648
	Iteration 70Q: 3 clusters Score -1034693 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1034699.187500 Penalty: 4510.639648
	Iteration 71Q: 3 clusters Score -1034699 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1034702.562500 Penalty: 4510.639648
	Iteration 72Q: 3 clusters Score -1034703 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1034708.000000 Penalty: 4510.639648
	Iteration 73Q: 3 clusters Score -1034708 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1034715.875000 Penalty: 4510.639648
	Iteration 74Q: 3 clusters Score -1034716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1034722.750000 Penalty: 4510.639648
	Iteration 75Q: 3 clusters Score -1034723 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1034729.312500 Penalty: 4510.639648
	Iteration 76Q: 3 clusters Score -1034729 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1034733.187500 Penalty: 4510.639648
	Iteration 77Q: 3 clusters Score -1034733 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1034737.125000 Penalty: 4510.639648
	Iteration 78Q: 3 clusters Score -1034737 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1034746.125000 Penalty: 4510.639648
	Iteration 79Q: 3 clusters Score -1034746 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1034755.750000 Penalty: 4510.639648
	Iteration 80F: 3 clusters Score -1034756 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1034764.687500 Penalty: 4510.639648
	Iteration 81Q: 3 clusters Score -1034765 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1034769.750000 Penalty: 4510.639648
	Iteration 82Q: 3 clusters Score -1034770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1034771.062500 Penalty: 4510.639648
	Iteration 83Q: 3 clusters Score -1034771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1034775.375000 Penalty: 4510.639648
	Iteration 84Q: 3 clusters Score -1034775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1034778.875000 Penalty: 4510.639648
	Iteration 85Q: 3 clusters Score -1034779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1034780.937500 Penalty: 4510.639648
	Iteration 86Q: 3 clusters Score -1034781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1034782.000000 Penalty: 4510.639648
	Iteration 87Q: 3 clusters Score -1034782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1034782.187500 Penalty: 4510.639648
	Iteration 88Q: 3 clusters Score -1034782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1034787.750000 Penalty: 4510.639648
	Iteration 89Q: 3 clusters Score -1034788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1034795.937500 Penalty: 4510.639648
	Iteration 90Q: 3 clusters Score -1034796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1034799.687500 Penalty: 4510.639648
	Iteration 91Q: 3 clusters Score -1034800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1034805.625000 Penalty: 4510.639648
	Iteration 92Q: 3 clusters Score -1034806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1034808.875000 Penalty: 4510.639648
	Iteration 93Q: 3 clusters Score -1034809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1034810.125000 Penalty: 4510.639648
	Iteration 94Q: 3 clusters Score -1034810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1034816.437500 Penalty: 4510.639648
	Iteration 95Q: 3 clusters Score -1034816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1034822.625000 Penalty: 4510.639648
	Iteration 96Q: 3 clusters Score -1034823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1034826.937500 Penalty: 4510.639648
	Iteration 97Q: 3 clusters Score -1034827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1034830.000000 Penalty: 4510.639648
	Iteration 98Q: 3 clusters Score -1034830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1034828.562500 Penalty: 4510.639648
	Iteration 99Q: 3 clusters Score -1034829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1034830.125000 Penalty: 4510.639648
	Iteration 100F: 3 clusters Score -1034830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1034833.312500 Penalty: 4510.639648
	Iteration 101Q: 3 clusters Score -1034833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1034837.062500 Penalty: 4510.639648
	Iteration 102Q: 3 clusters Score -1034837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1034841.875000 Penalty: 4510.639648
	Iteration 103Q: 3 clusters Score -1034842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1034843.062500 Penalty: 4510.639648
	Iteration 104Q: 3 clusters Score -1034843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1034843.312500 Penalty: 4510.639648
	Iteration 105Q: 3 clusters Score -1034843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1034842.750000 Penalty: 4510.639648
	Iteration 106Q: 3 clusters Score -1034843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1034842.750000 Penalty: 4510.639648
	Iteration 107F: 3 clusters Score -1034843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (8789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Entering Unmasked Estep 
Score: -1004788.375000 Penalty: 2252.151367
	Iteration 0F: 2 clusters Score -1004788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -997896.187500 Penalty: 4504.302734
	Iteration 0F: 3 clusters Score -997896.2 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -999766.875000 Penalty: 4504.302734
	Iteration 1F: 3 clusters Score -999766.9 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1000076.062500 Penalty: 4504.302734
	Iteration 2F: 3 clusters Score -1000076 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1000284.187500 Penalty: 4504.302734
	Iteration 3Q: 3 clusters Score -1000284 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1000441.437500 Penalty: 4504.302734
	Iteration 4Q: 3 clusters Score -1000441 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1000544.937500 Penalty: 4504.302734
	Iteration 5Q: 3 clusters Score -1000545 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1000627.000000 Penalty: 4504.302734
	Iteration 6Q: 3 clusters Score -1000627 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1000692.312500 Penalty: 4504.302734
	Iteration 7Q: 3 clusters Score -1000692 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1000748.000000 Penalty: 4504.302734
	Iteration 8Q: 3 clusters Score -1000748 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1000791.750000 Penalty: 4504.302734
	Iteration 9Q: 3 clusters Score -1000792 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1000833.375000 Penalty: 4504.302734
	Iteration 10Q: 3 clusters Score -1000833 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1000871.375000 Penalty: 4504.302734
	Iteration 11Q: 3 clusters Score -1000871 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1000906.562500 Penalty: 4504.302734
	Iteration 12Q: 3 clusters Score -1000907 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1000945.875000 Penalty: 4504.302734
	Iteration 13Q: 3 clusters Score -1000946 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1000976.875000 Penalty: 4504.302734
	Iteration 14Q: 3 clusters Score -1000977 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1001005.312500 Penalty: 4504.302734
	Iteration 15Q: 3 clusters Score -1001005 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1001038.437500 Penalty: 4504.302734
	Iteration 16Q: 3 clusters Score -1001038 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1001076.375000 Penalty: 4504.302734
	Iteration 17Q: 3 clusters Score -1001076 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1001105.375000 Penalty: 4504.302734
	Iteration 18Q: 3 clusters Score -1001105 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1001136.125000 Penalty: 4504.302734
	Iteration 19Q: 3 clusters Score -1001136 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1001177.250000 Penalty: 4504.302734
	Iteration 20F: 3 clusters Score -1001177 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1001218.687500 Penalty: 4504.302734
	Iteration 21Q: 3 clusters Score -1001219 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1001254.562500 Penalty: 4504.302734
	Iteration 22Q: 3 clusters Score -1001255 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1001304.687500 Penalty: 4504.302734
	Iteration 23Q: 3 clusters Score -1001305 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1001361.062500 Penalty: 4504.302734
	Iteration 24Q: 3 clusters Score -1001361 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1001409.937500 Penalty: 4504.302734
	Iteration 25Q: 3 clusters Score -1001410 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1001456.000000 Penalty: 4504.302734
	Iteration 26Q: 3 clusters Score -1001456 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1001507.687500 Penalty: 4504.302734
	Iteration 27Q: 3 clusters Score -1001508 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1001552.875000 Penalty: 4504.302734
	Iteration 28Q: 3 clusters Score -1001553 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1001589.937500 Penalty: 4504.302734
	Iteration 29Q: 3 clusters Score -1001590 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1001629.812500 Penalty: 4504.302734
	Iteration 30Q: 3 clusters Score -1001630 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1001676.187500 Penalty: 4504.302734
	Iteration 31Q: 3 clusters Score -1001676 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1001739.000000 Penalty: 4504.302734
	Iteration 32Q: 3 clusters Score -1001739 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1001814.312500 Penalty: 4504.302734
	Iteration 33Q: 3 clusters Score -1001814 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1001875.125000 Penalty: 4504.302734
	Iteration 34Q: 3 clusters Score -1001875 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1001952.625000 Penalty: 4504.302734
	Iteration 35Q: 3 clusters Score -1001953 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1002040.437500 Penalty: 4504.302734
	Iteration 36Q: 3 clusters Score -1002040 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1002127.125000 Penalty: 4504.302734
	Iteration 37Q: 3 clusters Score -1002127 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1002229.812500 Penalty: 4504.302734
	Iteration 38Q: 3 clusters Score -1002230 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1002306.812500 Penalty: 4504.302734
	Iteration 39Q: 3 clusters Score -1002307 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1002369.500000 Penalty: 4504.302734
	Iteration 40F: 3 clusters Score -1002370 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1002418.937500 Penalty: 4504.302734
	Iteration 41Q: 3 clusters Score -1002419 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1002466.500000 Penalty: 4504.302734
	Iteration 42Q: 3 clusters Score -1002466 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1002516.500000 Penalty: 4504.302734
	Iteration 43Q: 3 clusters Score -1002516 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1002567.312500 Penalty: 4504.302734
	Iteration 44Q: 3 clusters Score -1002567 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1002604.687500 Penalty: 4504.302734
	Iteration 45Q: 3 clusters Score -1002605 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1002631.562500 Penalty: 4504.302734
	Iteration 46Q: 3 clusters Score -1002632 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1002650.937500 Penalty: 4504.302734
	Iteration 47Q: 3 clusters Score -1002651 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1002673.500000 Penalty: 4504.302734
	Iteration 48Q: 3 clusters Score -1002674 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1002696.062500 Penalty: 4504.302734
	Iteration 49Q: 3 clusters Score -1002696 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1002710.125000 Penalty: 4504.302734
	Iteration 50Q: 3 clusters Score -1002710 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1002735.062500 Penalty: 4504.302734
	Iteration 51Q: 3 clusters Score -1002735 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1002757.750000 Penalty: 4504.302734
	Iteration 52Q: 3 clusters Score -1002758 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1002772.250000 Penalty: 4504.302734
	Iteration 53Q: 3 clusters Score -1002772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1002784.687500 Penalty: 4504.302734
	Iteration 54Q: 3 clusters Score -1002785 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1002794.000000 Penalty: 4504.302734
	Iteration 55Q: 3 clusters Score -1002794 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1002803.375000 Penalty: 4504.302734
	Iteration 56Q: 3 clusters Score -1002803 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1002810.875000 Penalty: 4504.302734
	Iteration 57Q: 3 clusters Score -1002811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1002821.000000 Penalty: 4504.302734
	Iteration 58Q: 3 clusters Score -1002821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1002828.562500 Penalty: 4504.302734
	Iteration 59Q: 3 clusters Score -1002829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1002834.687500 Penalty: 4504.302734
	Iteration 60F: 3 clusters Score -1002835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1002838.875000 Penalty: 4504.302734
	Iteration 61Q: 3 clusters Score -1002839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1002843.625000 Penalty: 4504.302734
	Iteration 62Q: 3 clusters Score -1002844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1002848.875000 Penalty: 4504.302734
	Iteration 63Q: 3 clusters Score -1002849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1002850.000000 Penalty: 4504.302734
	Iteration 64Q: 3 clusters Score -1002850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1002851.562500 Penalty: 4504.302734
	Iteration 65Q: 3 clusters Score -1002852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1002854.250000 Penalty: 4504.302734
	Iteration 66Q: 3 clusters Score -1002854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1002854.062500 Penalty: 4504.302734
	Iteration 67Q: 3 clusters Score -1002854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1002853.500000 Penalty: 4504.302734
	Iteration 68Q: 3 clusters Score -1002854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1002853.500000 Penalty: 4504.302734
	Iteration 69F: 3 clusters Score -1002854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -44368.230469 Penalty: 1505.542969
	Iteration 0F: 2 clusters Score -44368.23 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 218 members 
Entering Unmasked Estep 
Score: -42914.210938 Penalty: 3011.085938
	Iteration 0F: 3 clusters Score -42914.21 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -43211.578125 Penalty: 3011.085938
	Iteration 1F: 3 clusters Score -43211.58 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -43293.003906 Penalty: 3011.085938
	Iteration 2F: 3 clusters Score -43293 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43350.171875 Penalty: 3011.085938
	Iteration 3Q: 3 clusters Score -43350.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43403.406250 Penalty: 3011.085938
	Iteration 4Q: 3 clusters Score -43403.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -43438.378906 Penalty: 3011.085938
	Iteration 5Q: 3 clusters Score -43438.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -43476.390625 Penalty: 3011.085938
	Iteration 6Q: 3 clusters Score -43476.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -43504.562500 Penalty: 3011.085938
	Iteration 7Q: 3 clusters Score -43504.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -43523.785156 Penalty: 3011.085938
	Iteration 8Q: 3 clusters Score -43523.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -43532.460938 Penalty: 3011.085938
	Iteration 9Q: 3 clusters Score -43532.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -43540.136719 Penalty: 3011.085938
	Iteration 10Q: 3 clusters Score -43540.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -43549.824219 Penalty: 3011.085938
	Iteration 11Q: 3 clusters Score -43549.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -43560.230469 Penalty: 3011.085938
	Iteration 12Q: 3 clusters Score -43560.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -43566.886719 Penalty: 3011.085938
	Iteration 13Q: 3 clusters Score -43566.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -43574.617188 Penalty: 3011.085938
	Iteration 14Q: 3 clusters Score -43574.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -43574.617188 Penalty: 3011.085938
	Iteration 15F: 3 clusters Score -43574.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Entering Unmasked Estep 
Score: -1003844.312500 Penalty: 2243.509277
	Iteration 0F: 2 clusters Score -1003844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -997144.625000 Penalty: 4487.018555
	Iteration 0F: 3 clusters Score -997144.6 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -999038.687500 Penalty: 4487.018555
	Iteration 1F: 3 clusters Score -999038.7 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -999272.562500 Penalty: 4487.018555
	Iteration 2F: 3 clusters Score -999272.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -999441.062500 Penalty: 4487.018555
	Iteration 3Q: 3 clusters Score -999441.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -999558.750000 Penalty: 4487.018555
	Iteration 4Q: 3 clusters Score -999558.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -999660.000000 Penalty: 4487.018555
	Iteration 5Q: 3 clusters Score -999660 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -999752.000000 Penalty: 4487.018555
	Iteration 6Q: 3 clusters Score -999752 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -999839.312500 Penalty: 4487.018555
	Iteration 7Q: 3 clusters Score -999839.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -999929.437500 Penalty: 4487.018555
	Iteration 8Q: 3 clusters Score -999929.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1000021.312500 Penalty: 4487.018555
	Iteration 9Q: 3 clusters Score -1000021 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1000107.937500 Penalty: 4487.018555
	Iteration 10Q: 3 clusters Score -1000108 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1000184.062500 Penalty: 4487.018555
	Iteration 11Q: 3 clusters Score -1000184 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1000260.312500 Penalty: 4487.018555
	Iteration 12Q: 3 clusters Score -1000260 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1000338.187500 Penalty: 4487.018555
	Iteration 13Q: 3 clusters Score -1000338 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1000427.562500 Penalty: 4487.018555
	Iteration 14Q: 3 clusters Score -1000428 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1000523.500000 Penalty: 4487.018555
	Iteration 15Q: 3 clusters Score -1000524 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1000640.062500 Penalty: 4487.018555
	Iteration 16Q: 3 clusters Score -1000640 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1000752.125000 Penalty: 4487.018555
	Iteration 17Q: 3 clusters Score -1000752 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1000857.812500 Penalty: 4487.018555
	Iteration 18Q: 3 clusters Score -1000858 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1000971.937500 Penalty: 4487.018555
	Iteration 19Q: 3 clusters Score -1000972 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1001093.625000 Penalty: 4487.018555
	Iteration 20F: 3 clusters Score -1001094 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1001210.812500 Penalty: 4487.018555
	Iteration 21Q: 3 clusters Score -1001211 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1001322.187500 Penalty: 4487.018555
	Iteration 22Q: 3 clusters Score -1001322 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1001426.250000 Penalty: 4487.018555
	Iteration 23Q: 3 clusters Score -1001426 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1001525.500000 Penalty: 4487.018555
	Iteration 24Q: 3 clusters Score -1001526 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1001611.187500 Penalty: 4487.018555
	Iteration 25Q: 3 clusters Score -1001611 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1001674.937500 Penalty: 4487.018555
	Iteration 26Q: 3 clusters Score -1001675 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1001719.187500 Penalty: 4487.018555
	Iteration 27Q: 3 clusters Score -1001719 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1001762.625000 Penalty: 4487.018555
	Iteration 28Q: 3 clusters Score -1001763 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1001812.000000 Penalty: 4487.018555
	Iteration 29Q: 3 clusters Score -1001812 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1001849.375000 Penalty: 4487.018555
	Iteration 30Q: 3 clusters Score -1001849 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1001874.875000 Penalty: 4487.018555
	Iteration 31Q: 3 clusters Score -1001875 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1001893.937500 Penalty: 4487.018555
	Iteration 32Q: 3 clusters Score -1001894 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1001913.312500 Penalty: 4487.018555
	Iteration 33Q: 3 clusters Score -1001913 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1001931.312500 Penalty: 4487.018555
	Iteration 34Q: 3 clusters Score -1001931 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1001953.187500 Penalty: 4487.018555
	Iteration 35Q: 3 clusters Score -1001953 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1001964.937500 Penalty: 4487.018555
	Iteration 36Q: 3 clusters Score -1001965 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1001980.937500 Penalty: 4487.018555
	Iteration 37Q: 3 clusters Score -1001981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1001982.062500 Penalty: 4487.018555
	Iteration 38Q: 3 clusters Score -1001982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1001986.062500 Penalty: 4487.018555
	Iteration 39Q: 3 clusters Score -1001986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1001990.812500 Penalty: 4487.018555
	Iteration 40F: 3 clusters Score -1001991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1001991.625000 Penalty: 4487.018555
	Iteration 41Q: 3 clusters Score -1001992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1001991.875000 Penalty: 4487.018555
	Iteration 42Q: 3 clusters Score -1001992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1001991.687500 Penalty: 4487.018555
	Iteration 43Q: 3 clusters Score -1001992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1001991.687500 Penalty: 4487.018555
	Iteration 44F: 3 clusters Score -1001992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Entering Unmasked Estep 
Score: -82830.359375 Penalty: 1660.251343
	Iteration 0F: 2 clusters Score -82830.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -81038.507812 Penalty: 3320.502686
	Iteration 0F: 3 clusters Score -81038.51 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -81498.882812 Penalty: 3320.502686
	Iteration 1F: 3 clusters Score -81498.88 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -81945.132812 Penalty: 3320.502686
	Iteration 2F: 3 clusters Score -81945.13 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -82292.085938 Penalty: 3320.502686
	Iteration 3F: 3 clusters Score -82292.09 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -82446.289062 Penalty: 3320.502686
	Iteration 4Q: 3 clusters Score -82446.29 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -82536.593750 Penalty: 3320.502686
	Iteration 5Q: 3 clusters Score -82536.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -82572.179688 Penalty: 3320.502686
	Iteration 6Q: 3 clusters Score -82572.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -82595.937500 Penalty: 3320.502686
	Iteration 7Q: 3 clusters Score -82595.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -82622.992188 Penalty: 3320.502686
	Iteration 8Q: 3 clusters Score -82622.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -82652.968750 Penalty: 3320.502686
	Iteration 9Q: 3 clusters Score -82652.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -82672.773438 Penalty: 3320.502686
	Iteration 10Q: 3 clusters Score -82672.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -82692.835938 Penalty: 3320.502686
	Iteration 11Q: 3 clusters Score -82692.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -82721.679688 Penalty: 3320.502686
	Iteration 12Q: 3 clusters Score -82721.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -82734.468750 Penalty: 3320.502686
	Iteration 13Q: 3 clusters Score -82734.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -82742.468750 Penalty: 3320.502686
	Iteration 14Q: 3 clusters Score -82742.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -82744.773438 Penalty: 3320.502686
	Iteration 15Q: 3 clusters Score -82744.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -82748.445312 Penalty: 3320.502686
	Iteration 16Q: 3 clusters Score -82748.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -82754.929688 Penalty: 3320.502686
	Iteration 17Q: 3 clusters Score -82754.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -82755.882812 Penalty: 3320.502686
	Iteration 18Q: 3 clusters Score -82755.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -82755.882812 Penalty: 3320.502686
	Iteration 19F: 3 clusters Score -82755.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Entering Unmasked Estep 
Score: -128056.921875 Penalty: 1756.263672
	Iteration 0F: 2 clusters Score -128056.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -126033.039062 Penalty: 3512.527344
	Iteration 0F: 3 clusters Score -126033 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -126549.507812 Penalty: 3512.527344
	Iteration 1F: 3 clusters Score -126549.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -126854.210938 Penalty: 3512.527344
	Iteration 2F: 3 clusters Score -126854.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -127034.210938 Penalty: 3512.527344
	Iteration 3F: 3 clusters Score -127034.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -127200.781250 Penalty: 3512.527344
	Iteration 4Q: 3 clusters Score -127200.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -127335.296875 Penalty: 3512.527344
	Iteration 5Q: 3 clusters Score -127335.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -127386.945312 Penalty: 3512.527344
	Iteration 6Q: 3 clusters Score -127386.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -127426.984375 Penalty: 3512.527344
	Iteration 7Q: 3 clusters Score -127427 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -127462.968750 Penalty: 3512.527344
	Iteration 8Q: 3 clusters Score -127463 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -127497.023438 Penalty: 3512.527344
	Iteration 9Q: 3 clusters Score -127497 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -127524.687500 Penalty: 3512.527344
	Iteration 10Q: 3 clusters Score -127524.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -127559.609375 Penalty: 3512.527344
	Iteration 11Q: 3 clusters Score -127559.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -127586.960938 Penalty: 3512.527344
	Iteration 12Q: 3 clusters Score -127587 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -127622.460938 Penalty: 3512.527344
	Iteration 13Q: 3 clusters Score -127622.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -127694.335938 Penalty: 3512.527344
	Iteration 14Q: 3 clusters Score -127694.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -127797.367188 Penalty: 3512.527344
	Iteration 15Q: 3 clusters Score -127797.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -127858.796875 Penalty: 3512.527344
	Iteration 16Q: 3 clusters Score -127858.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -127914.906250 Penalty: 3512.527344
	Iteration 17Q: 3 clusters Score -127914.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -127932.234375 Penalty: 3512.527344
	Iteration 18Q: 3 clusters Score -127932.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -127936.187500 Penalty: 3512.527344
	Iteration 19Q: 3 clusters Score -127936.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -127939.484375 Penalty: 3512.527344
	Iteration 20F: 3 clusters Score -127939.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -127948.632812 Penalty: 3512.527344
	Iteration 21Q: 3 clusters Score -127948.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -127951.203125 Penalty: 3512.527344
	Iteration 22Q: 3 clusters Score -127951.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -127951.203125 Penalty: 3512.527344
	Iteration 23F: 3 clusters Score -127951.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (10392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Entering Unmasked Estep 
Score: -1259199.250000 Penalty: 2293.700439
	Iteration 0F: 2 clusters Score -1259199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1251363.625000 Penalty: 4587.400879
	Iteration 0F: 3 clusters Score -1251364 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1253640.750000 Penalty: 4587.400879
	Iteration 1F: 3 clusters Score -1253641 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1253969.250000 Penalty: 4587.400879
	Iteration 2F: 3 clusters Score -1253969 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1254191.375000 Penalty: 4587.400879
	Iteration 3Q: 3 clusters Score -1254191 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1254350.750000 Penalty: 4587.400879
	Iteration 4Q: 3 clusters Score -1254351 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1254496.000000 Penalty: 4587.400879
	Iteration 5Q: 3 clusters Score -1254496 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1254635.750000 Penalty: 4587.400879
	Iteration 6Q: 3 clusters Score -1254636 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1254751.500000 Penalty: 4587.400879
	Iteration 7Q: 3 clusters Score -1254752 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1254860.375000 Penalty: 4587.400879
	Iteration 8Q: 3 clusters Score -1254860 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1254970.000000 Penalty: 4587.400879
	Iteration 9Q: 3 clusters Score -1254970 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1255079.750000 Penalty: 4587.400879
	Iteration 10Q: 3 clusters Score -1255080 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1255198.750000 Penalty: 4587.400879
	Iteration 11Q: 3 clusters Score -1255199 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1255324.750000 Penalty: 4587.400879
	Iteration 12Q: 3 clusters Score -1255325 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1255432.875000 Penalty: 4587.400879
	Iteration 13Q: 3 clusters Score -1255433 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1255540.625000 Penalty: 4587.400879
	Iteration 14Q: 3 clusters Score -1255541 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1255653.500000 Penalty: 4587.400879
	Iteration 15Q: 3 clusters Score -1255654 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1255759.375000 Penalty: 4587.400879
	Iteration 16Q: 3 clusters Score -1255759 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1255864.625000 Penalty: 4587.400879
	Iteration 17Q: 3 clusters Score -1255865 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1255952.375000 Penalty: 4587.400879
	Iteration 18Q: 3 clusters Score -1255952 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1256034.750000 Penalty: 4587.400879
	Iteration 19Q: 3 clusters Score -1256035 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1256088.000000 Penalty: 4587.400879
	Iteration 20F: 3 clusters Score -1256088 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1256128.250000 Penalty: 4587.400879
	Iteration 21Q: 3 clusters Score -1256128 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1256156.250000 Penalty: 4587.400879
	Iteration 22Q: 3 clusters Score -1256156 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1256182.000000 Penalty: 4587.400879
	Iteration 23Q: 3 clusters Score -1256182 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1256201.250000 Penalty: 4587.400879
	Iteration 24Q: 3 clusters Score -1256201 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1256216.750000 Penalty: 4587.400879
	Iteration 25Q: 3 clusters Score -1256217 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1256231.250000 Penalty: 4587.400879
	Iteration 26Q: 3 clusters Score -1256231 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1256241.000000 Penalty: 4587.400879
	Iteration 27Q: 3 clusters Score -1256241 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1256253.750000 Penalty: 4587.400879
	Iteration 28Q: 3 clusters Score -1256254 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1256258.500000 Penalty: 4587.400879
	Iteration 29Q: 3 clusters Score -1256258 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1256274.000000 Penalty: 4587.400879
	Iteration 30Q: 3 clusters Score -1256274 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1256283.375000 Penalty: 4587.400879
	Iteration 31Q: 3 clusters Score -1256283 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1256303.250000 Penalty: 4587.400879
	Iteration 32Q: 3 clusters Score -1256303 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1256320.875000 Penalty: 4587.400879
	Iteration 33Q: 3 clusters Score -1256321 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1256342.125000 Penalty: 4587.400879
	Iteration 34Q: 3 clusters Score -1256342 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1256358.250000 Penalty: 4587.400879
	Iteration 35Q: 3 clusters Score -1256358 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1256368.375000 Penalty: 4587.400879
	Iteration 36Q: 3 clusters Score -1256368 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1256391.625000 Penalty: 4587.400879
	Iteration 37Q: 3 clusters Score -1256392 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1256405.250000 Penalty: 4587.400879
	Iteration 38Q: 3 clusters Score -1256405 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1256421.875000 Penalty: 4587.400879
	Iteration 39Q: 3 clusters Score -1256422 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1256442.375000 Penalty: 4587.400879
	Iteration 40F: 3 clusters Score -1256442 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1256455.375000 Penalty: 4587.400879
	Iteration 41Q: 3 clusters Score -1256455 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1256470.875000 Penalty: 4587.400879
	Iteration 42Q: 3 clusters Score -1256471 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1256492.875000 Penalty: 4587.400879
	Iteration 43Q: 3 clusters Score -1256493 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1256510.125000 Penalty: 4587.400879
	Iteration 44Q: 3 clusters Score -1256510 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1256534.375000 Penalty: 4587.400879
	Iteration 45Q: 3 clusters Score -1256534 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1256563.625000 Penalty: 4587.400879
	Iteration 46Q: 3 clusters Score -1256564 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1256585.750000 Penalty: 4587.400879
	Iteration 47Q: 3 clusters Score -1256586 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1256611.750000 Penalty: 4587.400879
	Iteration 48Q: 3 clusters Score -1256612 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1256631.250000 Penalty: 4587.400879
	Iteration 49Q: 3 clusters Score -1256631 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1256650.250000 Penalty: 4587.400879
	Iteration 50Q: 3 clusters Score -1256650 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1256671.250000 Penalty: 4587.400879
	Iteration 51Q: 3 clusters Score -1256671 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1256690.250000 Penalty: 4587.400879
	Iteration 52Q: 3 clusters Score -1256690 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1256710.625000 Penalty: 4587.400879
	Iteration 53Q: 3 clusters Score -1256711 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1256735.500000 Penalty: 4587.400879
	Iteration 54Q: 3 clusters Score -1256736 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1256759.625000 Penalty: 4587.400879
	Iteration 55Q: 3 clusters Score -1256760 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1256776.500000 Penalty: 4587.400879
	Iteration 56Q: 3 clusters Score -1256776 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1256792.250000 Penalty: 4587.400879
	Iteration 57Q: 3 clusters Score -1256792 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1256800.500000 Penalty: 4587.400879
	Iteration 58Q: 3 clusters Score -1256800 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1256814.875000 Penalty: 4587.400879
	Iteration 59Q: 3 clusters Score -1256815 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1256833.750000 Penalty: 4587.400879
	Iteration 60F: 3 clusters Score -1256834 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1256852.875000 Penalty: 4587.400879
	Iteration 61Q: 3 clusters Score -1256853 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1256874.625000 Penalty: 4587.400879
	Iteration 62Q: 3 clusters Score -1256875 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1256898.125000 Penalty: 4587.400879
	Iteration 63Q: 3 clusters Score -1256898 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1256917.750000 Penalty: 4587.400879
	Iteration 64Q: 3 clusters Score -1256918 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1256941.625000 Penalty: 4587.400879
	Iteration 65Q: 3 clusters Score -1256942 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1256961.250000 Penalty: 4587.400879
	Iteration 66Q: 3 clusters Score -1256961 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1256975.000000 Penalty: 4587.400879
	Iteration 67Q: 3 clusters Score -1256975 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1256998.000000 Penalty: 4587.400879
	Iteration 68Q: 3 clusters Score -1256998 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1257009.750000 Penalty: 4587.400879
	Iteration 69Q: 3 clusters Score -1257010 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1257025.375000 Penalty: 4587.400879
	Iteration 70Q: 3 clusters Score -1257025 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1257037.125000 Penalty: 4587.400879
	Iteration 71Q: 3 clusters Score -1257037 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1257046.875000 Penalty: 4587.400879
	Iteration 72Q: 3 clusters Score -1257047 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1257058.250000 Penalty: 4587.400879
	Iteration 73Q: 3 clusters Score -1257058 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1257070.250000 Penalty: 4587.400879
	Iteration 74Q: 3 clusters Score -1257070 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1257089.875000 Penalty: 4587.400879
	Iteration 75Q: 3 clusters Score -1257090 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1257111.250000 Penalty: 4587.400879
	Iteration 76Q: 3 clusters Score -1257111 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1257129.125000 Penalty: 4587.400879
	Iteration 77Q: 3 clusters Score -1257129 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1257155.750000 Penalty: 4587.400879
	Iteration 78Q: 3 clusters Score -1257156 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1257183.125000 Penalty: 4587.400879
	Iteration 79Q: 3 clusters Score -1257183 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1257207.625000 Penalty: 4587.400879
	Iteration 80F: 3 clusters Score -1257208 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1257235.250000 Penalty: 4587.400879
	Iteration 81Q: 3 clusters Score -1257235 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1257263.500000 Penalty: 4587.400879
	Iteration 82Q: 3 clusters Score -1257264 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1257294.875000 Penalty: 4587.400879
	Iteration 83Q: 3 clusters Score -1257295 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1257331.750000 Penalty: 4587.400879
	Iteration 84Q: 3 clusters Score -1257332 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1257357.125000 Penalty: 4587.400879
	Iteration 85Q: 3 clusters Score -1257357 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1257375.875000 Penalty: 4587.400879
	Iteration 86Q: 3 clusters Score -1257376 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1257390.750000 Penalty: 4587.400879
	Iteration 87Q: 3 clusters Score -1257391 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1257400.125000 Penalty: 4587.400879
	Iteration 88Q: 3 clusters Score -1257400 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1257410.750000 Penalty: 4587.400879
	Iteration 89Q: 3 clusters Score -1257411 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1257417.250000 Penalty: 4587.400879
	Iteration 90Q: 3 clusters Score -1257417 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1257425.125000 Penalty: 4587.400879
	Iteration 91Q: 3 clusters Score -1257425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1257428.000000 Penalty: 4587.400879
	Iteration 92Q: 3 clusters Score -1257428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1257427.250000 Penalty: 4587.400879
	Iteration 93Q: 3 clusters Score -1257427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1257430.875000 Penalty: 4587.400879
	Iteration 94Q: 3 clusters Score -1257431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1257431.250000 Penalty: 4587.400879
	Iteration 95Q: 3 clusters Score -1257431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1257430.125000 Penalty: 4587.400879
	Iteration 96Q: 3 clusters Score -1257430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1257430.000000 Penalty: 4587.400879
	Iteration 97Q: 3 clusters Score -1257430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1257430.000000 Penalty: 4587.400879
	Iteration 98F: 3 clusters Score -1257430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -99187.273438 Penalty: 1711.880249
	Iteration 0F: 2 clusters Score -99187.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -97275.031250 Penalty: 3423.760498
	Iteration 0F: 3 clusters Score -97275.03 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -97528.406250 Penalty: 3423.760498
	Iteration 1F: 3 clusters Score -97528.41 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -97645.039062 Penalty: 3423.760498
	Iteration 2F: 3 clusters Score -97645.04 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -97720.898438 Penalty: 3423.760498
	Iteration 3Q: 3 clusters Score -97720.9 nChanged 35
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: -97785.164062 Penalty: 3423.760498
	Iteration 4Q: 3 clusters Score -97785.16 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -97817.664062 Penalty: 3423.760498
	Iteration 5Q: 3 clusters Score -97817.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -97841.257812 Penalty: 3423.760498
	Iteration 6Q: 3 clusters Score -97841.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -97865.703125 Penalty: 3423.760498
	Iteration 7Q: 3 clusters Score -97865.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -97882.953125 Penalty: 3423.760498
	Iteration 8Q: 3 clusters Score -97882.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -97901.078125 Penalty: 3423.760498
	Iteration 9Q: 3 clusters Score -97901.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -97909.476562 Penalty: 3423.760498
	Iteration 10Q: 3 clusters Score -97909.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -97917.203125 Penalty: 3423.760498
	Iteration 11Q: 3 clusters Score -97917.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -97926.187500 Penalty: 3423.760498
	Iteration 12Q: 3 clusters Score -97926.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -97931.343750 Penalty: 3423.760498
	Iteration 13Q: 3 clusters Score -97931.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -97935.500000 Penalty: 3423.760498
	Iteration 14Q: 3 clusters Score -97935.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -97943.304688 Penalty: 3423.760498
	Iteration 15Q: 3 clusters Score -97943.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -97945.257812 Penalty: 3423.760498
	Iteration 16Q: 3 clusters Score -97945.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -97949.484375 Penalty: 3423.760498
	Iteration 17Q: 3 clusters Score -97949.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -97950.929688 Penalty: 3423.760498
	Iteration 18Q: 3 clusters Score -97950.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -97955.296875 Penalty: 3423.760498
	Iteration 19Q: 3 clusters Score -97955.3 nChanged 5
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: -97962.820312 Penalty: 3423.760498
	Iteration 20F: 3 clusters Score -97962.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -97965.726562 Penalty: 3423.760498
	Iteration 21Q: 3 clusters Score -97965.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -97969.468750 Penalty: 3423.760498
	Iteration 22Q: 3 clusters Score -97969.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -97970.632812 Penalty: 3423.760498
	Iteration 23Q: 3 clusters Score -97970.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -97971.375000 Penalty: 3423.760498
	Iteration 24Q: 3 clusters Score -97971.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -97971.375000 Penalty: 3423.760498
	Iteration 25F: 3 clusters Score -97971.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 10502 members 
Mstep: Class 3 contains 57335 members 
Mstep: Class 4 contains 9266 members 
Mstep: Class 5 contains 4143 members 
Mstep: Class 6 contains 17495 members 
Mstep: Class 7 contains 14955 members 
Mstep: Class 8 contains 126287 members 
Mstep: Class 9 contains 12346 members 
Mstep: Class 10 contains 200313 members 
Mstep: Class 11 contains 212334 members 
Mstep: Class 12 contains 12626 members 
Mstep: Class 13 contains 326099 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41737 members 
Mstep: Class 16 contains 41392 members 
Mstep: Class 17 contains 11743 members 
Mstep: Class 18 contains 16561 members 
Mstep: Class 19 contains 6474 members 
Mstep: Class 20 contains 6033 members 
Mstep: Class 21 contains 40361 members 
Mstep: Class 22 contains 28490 members 
Mstep: Class 23 contains 175819 members 
Mstep: Class 24 contains 94039 members 
Mstep: Class 25 contains 8807 members 
Mstep: Class 26 contains 228217 members 
Mstep: Class 27 contains 29887 members 
Mstep: Class 28 contains 3446 members 
Mstep: Class 29 contains 6286 members 
Mstep: Class 30 contains 103856 members 
Mstep: Class 31 contains 14490 members 
Mstep: Class 32 contains 3098 members 
Mstep: Class 33 contains 82167 members 
Mstep: Class 34 contains 8902 members 
Mstep: Class 35 contains 8789 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8488 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10392 members 
Mstep: Class 41 contains 995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461952.000000 Penalty: 147473.906250
Iteration 319Q: 42 clusters Score -2.35462e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 10504 members 
Mstep: Class 3 contains 57335 members 
Mstep: Class 4 contains 9266 members 
Mstep: Class 5 contains 4142 members 
Mstep: Class 6 contains 17495 members 
Mstep: Class 7 contains 14954 members 
Mstep: Class 8 contains 126280 members 
Mstep: Class 9 contains 12345 members 
Mstep: Class 10 contains 200298 members 
Mstep: Class 11 contains 212339 members 
Mstep: Class 12 contains 12627 members 
Mstep: Class 13 contains 326103 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41737 members 
Mstep: Class 16 contains 41390 members 
Mstep: Class 17 contains 11740 members 
Mstep: Class 18 contains 16561 members 
Mstep: Class 19 contains 6476 members 
Mstep: Class 20 contains 6033 members 
Mstep: Class 21 contains 40366 members 
Mstep: Class 22 contains 28483 members 
Mstep: Class 23 contains 175815 members 
Mstep: Class 24 contains 94047 members 
Mstep: Class 25 contains 8809 members 
Mstep: Class 26 contains 228218 members 
Mstep: Class 27 contains 29887 members 
Mstep: Class 28 contains 3446 members 
Mstep: Class 29 contains 6290 members 
Mstep: Class 30 contains 103856 members 
Mstep: Class 31 contains 14494 members 
Mstep: Class 32 contains 3098 members 
Mstep: Class 33 contains 82167 members 
Mstep: Class 34 contains 8903 members 
Mstep: Class 35 contains 8789 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8487 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10394 members 
Mstep: Class 41 contains 995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461840.000000 Penalty: 147473.906250
Iteration 320F: 42 clusters Score -2.354618e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 10505 members 
Mstep: Class 3 contains 57336 members 
Mstep: Class 4 contains 9266 members 
Mstep: Class 5 contains 4142 members 
Mstep: Class 6 contains 17494 members 
Mstep: Class 7 contains 14954 members 
Mstep: Class 8 contains 126281 members 
Mstep: Class 9 contains 12345 members 
Mstep: Class 10 contains 200282 members 
Mstep: Class 11 contains 212347 members 
Mstep: Class 12 contains 12629 members 
Mstep: Class 13 contains 326109 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41735 members 
Mstep: Class 16 contains 41386 members 
Mstep: Class 17 contains 11731 members 
Mstep: Class 18 contains 16559 members 
Mstep: Class 19 contains 6478 members 
Mstep: Class 20 contains 6033 members 
Mstep: Class 21 contains 40372 members 
Mstep: Class 22 contains 28476 members 
Mstep: Class 23 contains 175817 members 
Mstep: Class 24 contains 94054 members 
Mstep: Class 25 contains 8808 members 
Mstep: Class 26 contains 228219 members 
Mstep: Class 27 contains 29888 members 
Mstep: Class 28 contains 3446 members 
Mstep: Class 29 contains 6294 members 
Mstep: Class 30 contains 103856 members 
Mstep: Class 31 contains 14496 members 
Mstep: Class 32 contains 3098 members 
Mstep: Class 33 contains 82164 members 
Mstep: Class 34 contains 8905 members 
Mstep: Class 35 contains 8788 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8487 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10394 members 
Mstep: Class 41 contains 995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461808.000000 Penalty: 147473.906250
Iteration 321Q: 42 clusters Score -2.354618e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 10506 members 
Mstep: Class 3 contains 57335 members 
Mstep: Class 4 contains 9267 members 
Mstep: Class 5 contains 4140 members 
Mstep: Class 6 contains 17495 members 
Mstep: Class 7 contains 14953 members 
Mstep: Class 8 contains 126278 members 
Mstep: Class 9 contains 12345 members 
Mstep: Class 10 contains 200270 members 
Mstep: Class 11 contains 212349 members 
Mstep: Class 12 contains 12629 members 
Mstep: Class 13 contains 326119 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41733 members 
Mstep: Class 16 contains 41385 members 
Mstep: Class 17 contains 11726 members 
Mstep: Class 18 contains 16561 members 
Mstep: Class 19 contains 6478 members 
Mstep: Class 20 contains 6033 members 
Mstep: Class 21 contains 40372 members 
Mstep: Class 22 contains 28472 members 
Mstep: Class 23 contains 175821 members 
Mstep: Class 24 contains 94058 members 
Mstep: Class 25 contains 8808 members 
Mstep: Class 26 contains 228216 members 
Mstep: Class 27 contains 29888 members 
Mstep: Class 28 contains 3446 members 
Mstep: Class 29 contains 6295 members 
Mstep: Class 30 contains 103857 members 
Mstep: Class 31 contains 14501 members 
Mstep: Class 32 contains 3098 members 
Mstep: Class 33 contains 82163 members 
Mstep: Class 34 contains 8905 members 
Mstep: Class 35 contains 8789 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8488 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10395 members 
Mstep: Class 41 contains 995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461744.000000 Penalty: 147473.906250
Iteration 322Q: 42 clusters Score -2.354617e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 10508 members 
Mstep: Class 3 contains 57335 members 
Mstep: Class 4 contains 9267 members 
Mstep: Class 5 contains 4139 members 
Mstep: Class 6 contains 17495 members 
Mstep: Class 7 contains 14953 members 
Mstep: Class 8 contains 126276 members 
Mstep: Class 9 contains 12345 members 
Mstep: Class 10 contains 200263 members 
Mstep: Class 11 contains 212352 members 
Mstep: Class 12 contains 12630 members 
Mstep: Class 13 contains 326123 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41733 members 
Mstep: Class 16 contains 41381 members 
Mstep: Class 17 contains 11731 members 
Mstep: Class 18 contains 16563 members 
Mstep: Class 19 contains 6477 members 
Mstep: Class 20 contains 6033 members 
Mstep: Class 21 contains 40373 members 
Mstep: Class 22 contains 28469 members 
Mstep: Class 23 contains 175820 members 
Mstep: Class 24 contains 94066 members 
Mstep: Class 25 contains 8808 members 
Mstep: Class 26 contains 228212 members 
Mstep: Class 27 contains 29886 members 
Mstep: Class 28 contains 3446 members 
Mstep: Class 29 contains 6296 members 
Mstep: Class 30 contains 103853 members 
Mstep: Class 31 contains 14504 members 
Mstep: Class 32 contains 3098 members 
Mstep: Class 33 contains 82161 members 
Mstep: Class 34 contains 8906 members 
Mstep: Class 35 contains 8789 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8488 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10395 members 
Mstep: Class 41 contains 995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461664.000000 Penalty: 147473.906250
Iteration 323Q: 42 clusters Score -2.354617e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 10508 members 
Mstep: Class 3 contains 57335 members 
Mstep: Class 4 contains 9267 members 
Mstep: Class 5 contains 4139 members 
Mstep: Class 6 contains 17497 members 
Mstep: Class 7 contains 14953 members 
Mstep: Class 8 contains 126273 members 
Mstep: Class 9 contains 12345 members 
Mstep: Class 10 contains 200255 members 
Mstep: Class 11 contains 212354 members 
Mstep: Class 12 contains 12631 members 
Mstep: Class 13 contains 326130 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41733 members 
Mstep: Class 16 contains 41377 members 
Mstep: Class 17 contains 11736 members 
Mstep: Class 18 contains 16562 members 
Mstep: Class 19 contains 6476 members 
Mstep: Class 20 contains 6033 members 
Mstep: Class 21 contains 40371 members 
Mstep: Class 22 contains 28468 members 
Mstep: Class 23 contains 175816 members 
Mstep: Class 24 contains 94071 members 
Mstep: Class 25 contains 8808 members 
Mstep: Class 26 contains 228217 members 
Mstep: Class 27 contains 29886 members 
Mstep: Class 28 contains 3446 members 
Mstep: Class 29 contains 6298 members 
Mstep: Class 30 contains 103849 members 
Mstep: Class 31 contains 14508 members 
Mstep: Class 32 contains 3098 members 
Mstep: Class 33 contains 82159 members 
Mstep: Class 34 contains 8907 members 
Mstep: Class 35 contains 8789 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8487 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10394 members 
Mstep: Class 41 contains 995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461408.000000 Penalty: 147473.906250
Iteration 324Q: 42 clusters Score -2.354614e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 10507 members 
Mstep: Class 3 contains 57335 members 
Mstep: Class 4 contains 9267 members 
Mstep: Class 5 contains 4140 members 
Mstep: Class 6 contains 17498 members 
Mstep: Class 7 contains 14954 members 
Mstep: Class 8 contains 126269 members 
Mstep: Class 9 contains 12345 members 
Mstep: Class 10 contains 200243 members 
Mstep: Class 11 contains 212350 members 
Mstep: Class 12 contains 12631 members 
Mstep: Class 13 contains 326137 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41734 members 
Mstep: Class 16 contains 41373 members 
Mstep: Class 17 contains 11733 members 
Mstep: Class 18 contains 16562 members 
Mstep: Class 19 contains 6476 members 
Mstep: Class 20 contains 6033 members 
Mstep: Class 21 contains 40373 members 
Mstep: Class 22 contains 28467 members 
Mstep: Class 23 contains 175817 members 
Mstep: Class 24 contains 94074 members 
Mstep: Class 25 contains 8808 members 
Mstep: Class 26 contains 228224 members 
Mstep: Class 27 contains 29886 members 
Mstep: Class 28 contains 3446 members 
Mstep: Class 29 contains 6300 members 
Mstep: Class 30 contains 103849 members 
Mstep: Class 31 contains 14511 members 
Mstep: Class 32 contains 3097 members 
Mstep: Class 33 contains 82160 members 
Mstep: Class 34 contains 8907 members 
Mstep: Class 35 contains 8789 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8487 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10394 members 
Mstep: Class 41 contains 995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461472.000000 Penalty: 147473.906250
Iteration 325Q: 42 clusters Score -2.354615e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 10507 members 
Mstep: Class 3 contains 57337 members 
Mstep: Class 4 contains 9267 members 
Mstep: Class 5 contains 4140 members 
Mstep: Class 6 contains 17498 members 
Mstep: Class 7 contains 14954 members 
Mstep: Class 8 contains 126268 members 
Mstep: Class 9 contains 12345 members 
Mstep: Class 10 contains 200234 members 
Mstep: Class 11 contains 212348 members 
Mstep: Class 12 contains 12632 members 
Mstep: Class 13 contains 326144 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41735 members 
Mstep: Class 16 contains 41367 members 
Mstep: Class 17 contains 11724 members 
Mstep: Class 18 contains 16563 members 
Mstep: Class 19 contains 6476 members 
Mstep: Class 20 contains 6033 members 
Mstep: Class 21 contains 40373 members 
Mstep: Class 22 contains 28465 members 
Mstep: Class 23 contains 175814 members 
Mstep: Class 24 contains 94082 members 
Mstep: Class 25 contains 8808 members 
Mstep: Class 26 contains 228224 members 
Mstep: Class 27 contains 29885 members 
Mstep: Class 28 contains 3446 members 
Mstep: Class 29 contains 6306 members 
Mstep: Class 30 contains 103847 members 
Mstep: Class 31 contains 14518 members 
Mstep: Class 32 contains 3098 members 
Mstep: Class 33 contains 82160 members 
Mstep: Class 34 contains 8907 members 
Mstep: Class 35 contains 8789 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8487 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10395 members 
Mstep: Class 41 contains 995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461520.000000 Penalty: 147473.906250
Iteration 326Q: 42 clusters Score -2.354615e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 10506 members 
Mstep: Class 3 contains 57336 members 
Mstep: Class 4 contains 9267 members 
Mstep: Class 5 contains 4140 members 
Mstep: Class 6 contains 17498 members 
Mstep: Class 7 contains 14954 members 
Mstep: Class 8 contains 126267 members 
Mstep: Class 9 contains 12345 members 
Mstep: Class 10 contains 200228 members 
Mstep: Class 11 contains 212351 members 
Mstep: Class 12 contains 12632 members 
Mstep: Class 13 contains 326147 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41735 members 
Mstep: Class 16 contains 41358 members 
Mstep: Class 17 contains 11721 members 
Mstep: Class 18 contains 16564 members 
Mstep: Class 19 contains 6476 members 
Mstep: Class 20 contains 6033 members 
Mstep: Class 21 contains 40374 members 
Mstep: Class 22 contains 28463 members 
Mstep: Class 23 contains 175812 members 
Mstep: Class 24 contains 94089 members 
Mstep: Class 25 contains 8808 members 
Mstep: Class 26 contains 228222 members 
Mstep: Class 27 contains 29883 members 
Mstep: Class 28 contains 3446 members 
Mstep: Class 29 contains 6308 members 
Mstep: Class 30 contains 103846 members 
Mstep: Class 31 contains 14526 members 
Mstep: Class 32 contains 3099 members 
Mstep: Class 33 contains 82160 members 
Mstep: Class 34 contains 8908 members 
Mstep: Class 35 contains 8790 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8487 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10397 members 
Mstep: Class 41 contains 995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461536.000000 Penalty: 147473.906250
Iteration 327Q: 42 clusters Score -2.354615e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 10505 members 
Mstep: Class 3 contains 57336 members 
Mstep: Class 4 contains 9267 members 
Mstep: Class 5 contains 4140 members 
Mstep: Class 6 contains 17496 members 
Mstep: Class 7 contains 14954 members 
Mstep: Class 8 contains 126265 members 
Mstep: Class 9 contains 12344 members 
Mstep: Class 10 contains 200222 members 
Mstep: Class 11 contains 212351 members 
Mstep: Class 12 contains 12631 members 
Mstep: Class 13 contains 326157 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41735 members 
Mstep: Class 16 contains 41352 members 
Mstep: Class 17 contains 11719 members 
Mstep: Class 18 contains 16561 members 
Mstep: Class 19 contains 6476 members 
Mstep: Class 20 contains 6033 members 
Mstep: Class 21 contains 40372 members 
Mstep: Class 22 contains 28462 members 
Mstep: Class 23 contains 175816 members 
Mstep: Class 24 contains 94097 members 
Mstep: Class 25 contains 8808 members 
Mstep: Class 26 contains 228218 members 
Mstep: Class 27 contains 29882 members 
Mstep: Class 28 contains 3446 members 
Mstep: Class 29 contains 6313 members 
Mstep: Class 30 contains 103846 members 
Mstep: Class 31 contains 14530 members 
Mstep: Class 32 contains 3099 members 
Mstep: Class 33 contains 82160 members 
Mstep: Class 34 contains 8907 members 
Mstep: Class 35 contains 8790 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8487 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10399 members 
Mstep: Class 41 contains 995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461600.000000 Penalty: 147473.906250
Iteration 328Q: 42 clusters Score -2.354616e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 10504 members 
Mstep: Class 3 contains 57337 members 
Mstep: Class 4 contains 9267 members 
Mstep: Class 5 contains 4140 members 
Mstep: Class 6 contains 17496 members 
Mstep: Class 7 contains 14952 members 
Mstep: Class 8 contains 126266 members 
Mstep: Class 9 contains 12344 members 
Mstep: Class 10 contains 200221 members 
Mstep: Class 11 contains 212352 members 
Mstep: Class 12 contains 12630 members 
Mstep: Class 13 contains 326166 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41736 members 
Mstep: Class 16 contains 41344 members 
Mstep: Class 17 contains 11719 members 
Mstep: Class 18 contains 16559 members 
Mstep: Class 19 contains 6476 members 
Mstep: Class 20 contains 6033 members 
Mstep: Class 21 contains 40372 members 
Mstep: Class 22 contains 28461 members 
Mstep: Class 23 contains 175819 members 
Mstep: Class 24 contains 94098 members 
Mstep: Class 25 contains 8808 members 
Mstep: Class 26 contains 228212 members 
Mstep: Class 27 contains 29881 members 
Mstep: Class 28 contains 3446 members 
Mstep: Class 29 contains 6317 members 
Mstep: Class 30 contains 103844 members 
Mstep: Class 31 contains 14533 members 
Mstep: Class 32 contains 3099 members 
Mstep: Class 33 contains 82157 members 
Mstep: Class 34 contains 8906 members 
Mstep: Class 35 contains 8790 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8488 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10403 members 
Mstep: Class 41 contains 995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461648.000000 Penalty: 147473.906250
Iteration 329Q: 42 clusters Score -2.354616e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 10505 members 
Mstep: Class 3 contains 57337 members 
Mstep: Class 4 contains 9267 members 
Mstep: Class 5 contains 4139 members 
Mstep: Class 6 contains 17497 members 
Mstep: Class 7 contains 14952 members 
Mstep: Class 8 contains 126264 members 
Mstep: Class 9 contains 12344 members 
Mstep: Class 10 contains 200219 members 
Mstep: Class 11 contains 212352 members 
Mstep: Class 12 contains 12630 members 
Mstep: Class 13 contains 326168 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41736 members 
Mstep: Class 16 contains 41339 members 
Mstep: Class 17 contains 11709 members 
Mstep: Class 18 contains 16561 members 
Mstep: Class 19 contains 6477 members 
Mstep: Class 20 contains 6033 members 
Mstep: Class 21 contains 40372 members 
Mstep: Class 22 contains 28460 members 
Mstep: Class 23 contains 175819 members 
Mstep: Class 24 contains 94099 members 
Mstep: Class 25 contains 8808 members 
Mstep: Class 26 contains 228214 members 
Mstep: Class 27 contains 29881 members 
Mstep: Class 28 contains 3446 members 
Mstep: Class 29 contains 6320 members 
Mstep: Class 30 contains 103845 members 
Mstep: Class 31 contains 14536 members 
Mstep: Class 32 contains 3099 members 
Mstep: Class 33 contains 82157 members 
Mstep: Class 34 contains 8906 members 
Mstep: Class 35 contains 8790 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8488 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10407 members 
Mstep: Class 41 contains 995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461536.000000 Penalty: 147473.906250
Iteration 330Q: 42 clusters Score -2.354615e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 10507 members 
Mstep: Class 3 contains 57336 members 
Mstep: Class 4 contains 9267 members 
Mstep: Class 5 contains 4139 members 
Mstep: Class 6 contains 17496 members 
Mstep: Class 7 contains 14952 members 
Mstep: Class 8 contains 126264 members 
Mstep: Class 9 contains 12344 members 
Mstep: Class 10 contains 200215 members 
Mstep: Class 11 contains 212352 members 
Mstep: Class 12 contains 12630 members 
Mstep: Class 13 contains 326171 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41737 members 
Mstep: Class 16 contains 41338 members 
Mstep: Class 17 contains 11700 members 
Mstep: Class 18 contains 16561 members 
Mstep: Class 19 contains 6478 members 
Mstep: Class 20 contains 6033 members 
Mstep: Class 21 contains 40372 members 
Mstep: Class 22 contains 28460 members 
Mstep: Class 23 contains 175820 members 
Mstep: Class 24 contains 94104 members 
Mstep: Class 25 contains 8809 members 
Mstep: Class 26 contains 228212 members 
Mstep: Class 27 contains 29881 members 
Mstep: Class 28 contains 3446 members 
Mstep: Class 29 contains 6323 members 
Mstep: Class 30 contains 103844 members 
Mstep: Class 31 contains 14536 members 
Mstep: Class 32 contains 3099 members 
Mstep: Class 33 contains 82158 members 
Mstep: Class 34 contains 8906 members 
Mstep: Class 35 contains 8790 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8488 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10408 members 
Mstep: Class 41 contains 995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461536.000000 Penalty: 147473.906250
Iteration 331Q: 42 clusters Score -2.354615e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 10506 members 
Mstep: Class 3 contains 57336 members 
Mstep: Class 4 contains 9267 members 
Mstep: Class 5 contains 4139 members 
Mstep: Class 6 contains 17496 members 
Mstep: Class 7 contains 14953 members 
Mstep: Class 8 contains 126266 members 
Mstep: Class 9 contains 12344 members 
Mstep: Class 10 contains 200207 members 
Mstep: Class 11 contains 212352 members 
Mstep: Class 12 contains 12630 members 
Mstep: Class 13 contains 326176 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41737 members 
Mstep: Class 16 contains 41338 members 
Mstep: Class 17 contains 11694 members 
Mstep: Class 18 contains 16559 members 
Mstep: Class 19 contains 6479 members 
Mstep: Class 20 contains 6032 members 
Mstep: Class 21 contains 40371 members 
Mstep: Class 22 contains 28459 members 
Mstep: Class 23 contains 175820 members 
Mstep: Class 24 contains 94111 members 
Mstep: Class 25 contains 8810 members 
Mstep: Class 26 contains 228214 members 
Mstep: Class 27 contains 29881 members 
Mstep: Class 28 contains 3446 members 
Mstep: Class 29 contains 6321 members 
Mstep: Class 30 contains 103846 members 
Mstep: Class 31 contains 14537 members 
Mstep: Class 32 contains 3099 members 
Mstep: Class 33 contains 82159 members 
Mstep: Class 34 contains 8906 members 
Mstep: Class 35 contains 8790 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8488 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10407 members 
Mstep: Class 41 contains 995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461616.000000 Penalty: 147473.906250
Iteration 332Q: 42 clusters Score -2.354616e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 10505 members 
Mstep: Class 3 contains 57334 members 
Mstep: Class 4 contains 9267 members 
Mstep: Class 5 contains 4139 members 
Mstep: Class 6 contains 17496 members 
Mstep: Class 7 contains 14953 members 
Mstep: Class 8 contains 126265 members 
Mstep: Class 9 contains 12344 members 
Mstep: Class 10 contains 200194 members 
Mstep: Class 11 contains 212353 members 
Mstep: Class 12 contains 12630 members 
Mstep: Class 13 contains 326178 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41738 members 
Mstep: Class 16 contains 41339 members 
Mstep: Class 17 contains 11693 members 
Mstep: Class 18 contains 16558 members 
Mstep: Class 19 contains 6478 members 
Mstep: Class 20 contains 6030 members 
Mstep: Class 21 contains 40370 members 
Mstep: Class 22 contains 28460 members 
Mstep: Class 23 contains 175823 members 
Mstep: Class 24 contains 94115 members 
Mstep: Class 25 contains 8810 members 
Mstep: Class 26 contains 228222 members 
Mstep: Class 27 contains 29881 members 
Mstep: Class 28 contains 3446 members 
Mstep: Class 29 contains 6321 members 
Mstep: Class 30 contains 103847 members 
Mstep: Class 31 contains 14539 members 
Mstep: Class 32 contains 3099 members 
Mstep: Class 33 contains 82159 members 
Mstep: Class 34 contains 8906 members 
Mstep: Class 35 contains 8790 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8488 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10406 members 
Mstep: Class 41 contains 995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461664.000000 Penalty: 147473.906250
Iteration 333Q: 42 clusters Score -2.354617e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 10506 members 
Mstep: Class 3 contains 57334 members 
Mstep: Class 4 contains 9267 members 
Mstep: Class 5 contains 4139 members 
Mstep: Class 6 contains 17496 members 
Mstep: Class 7 contains 14953 members 
Mstep: Class 8 contains 126264 members 
Mstep: Class 9 contains 12344 members 
Mstep: Class 10 contains 200185 members 
Mstep: Class 11 contains 212355 members 
Mstep: Class 12 contains 12630 members 
Mstep: Class 13 contains 326178 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41737 members 
Mstep: Class 16 contains 41338 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 16558 members 
Mstep: Class 19 contains 6478 members 
Mstep: Class 20 contains 6030 members 
Mstep: Class 21 contains 40371 members 
Mstep: Class 22 contains 28458 members 
Mstep: Class 23 contains 175823 members 
Mstep: Class 24 contains 94121 members 
Mstep: Class 25 contains 8810 members 
Mstep: Class 26 contains 228224 members 
Mstep: Class 27 contains 29881 members 
Mstep: Class 28 contains 3446 members 
Mstep: Class 29 contains 6322 members 
Mstep: Class 30 contains 103849 members 
Mstep: Class 31 contains 14540 members 
Mstep: Class 32 contains 3099 members 
Mstep: Class 33 contains 82159 members 
Mstep: Class 34 contains 8906 members 
Mstep: Class 35 contains 8790 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8489 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10410 members 
Mstep: Class 41 contains 995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461648.000000 Penalty: 147473.906250
Iteration 334Q: 42 clusters Score -2.354616e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 10507 members 
Mstep: Class 3 contains 57333 members 
Mstep: Class 4 contains 9267 members 
Mstep: Class 5 contains 4139 members 
Mstep: Class 6 contains 17496 members 
Mstep: Class 7 contains 14953 members 
Mstep: Class 8 contains 126266 members 
Mstep: Class 9 contains 12344 members 
Mstep: Class 10 contains 200180 members 
Mstep: Class 11 contains 212355 members 
Mstep: Class 12 contains 12631 members 
Mstep: Class 13 contains 326180 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41737 members 
Mstep: Class 16 contains 41334 members 
Mstep: Class 17 contains 11682 members 
Mstep: Class 18 contains 16559 members 
Mstep: Class 19 contains 6478 members 
Mstep: Class 20 contains 6030 members 
Mstep: Class 21 contains 40371 members 
Mstep: Class 22 contains 28458 members 
Mstep: Class 23 contains 175823 members 
Mstep: Class 24 contains 94125 members 
Mstep: Class 25 contains 8810 members 
Mstep: Class 26 contains 228227 members 
Mstep: Class 27 contains 29881 members 
Mstep: Class 28 contains 3446 members 
Mstep: Class 29 contains 6322 members 
Mstep: Class 30 contains 103850 members 
Mstep: Class 31 contains 14540 members 
Mstep: Class 32 contains 3099 members 
Mstep: Class 33 contains 82158 members 
Mstep: Class 34 contains 8906 members 
Mstep: Class 35 contains 8790 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8489 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10411 members 
Mstep: Class 41 contains 995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461760.000000 Penalty: 147473.906250
Iteration 335Q: 42 clusters Score -2.354618e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 10508 members 
Mstep: Class 3 contains 57332 members 
Mstep: Class 4 contains 9267 members 
Mstep: Class 5 contains 4138 members 
Mstep: Class 6 contains 17496 members 
Mstep: Class 7 contains 14954 members 
Mstep: Class 8 contains 126265 members 
Mstep: Class 9 contains 12344 members 
Mstep: Class 10 contains 200173 members 
Mstep: Class 11 contains 212358 members 
Mstep: Class 12 contains 12631 members 
Mstep: Class 13 contains 326183 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41738 members 
Mstep: Class 16 contains 41332 members 
Mstep: Class 17 contains 11678 members 
Mstep: Class 18 contains 16561 members 
Mstep: Class 19 contains 6478 members 
Mstep: Class 20 contains 6029 members 
Mstep: Class 21 contains 40373 members 
Mstep: Class 22 contains 28458 members 
Mstep: Class 23 contains 175823 members 
Mstep: Class 24 contains 94125 members 
Mstep: Class 25 contains 8810 members 
Mstep: Class 26 contains 228229 members 
Mstep: Class 27 contains 29881 members 
Mstep: Class 28 contains 3446 members 
Mstep: Class 29 contains 6322 members 
Mstep: Class 30 contains 103850 members 
Mstep: Class 31 contains 14541 members 
Mstep: Class 32 contains 3099 members 
Mstep: Class 33 contains 82157 members 
Mstep: Class 34 contains 8906 members 
Mstep: Class 35 contains 8790 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8489 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10413 members 
Mstep: Class 41 contains 995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461808.000000 Penalty: 147473.906250
Iteration 336Q: 42 clusters Score -2.354618e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 10508 members 
Mstep: Class 3 contains 57331 members 
Mstep: Class 4 contains 9267 members 
Mstep: Class 5 contains 4138 members 
Mstep: Class 6 contains 17496 members 
Mstep: Class 7 contains 14954 members 
Mstep: Class 8 contains 126266 members 
Mstep: Class 9 contains 12344 members 
Mstep: Class 10 contains 200171 members 
Mstep: Class 11 contains 212357 members 
Mstep: Class 12 contains 12631 members 
Mstep: Class 13 contains 326187 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41739 members 
Mstep: Class 16 contains 41327 members 
Mstep: Class 17 contains 11675 members 
Mstep: Class 18 contains 16563 members 
Mstep: Class 19 contains 6478 members 
Mstep: Class 20 contains 6029 members 
Mstep: Class 21 contains 40374 members 
Mstep: Class 22 contains 28457 members 
Mstep: Class 23 contains 175824 members 
Mstep: Class 24 contains 94126 members 
Mstep: Class 25 contains 8810 members 
Mstep: Class 26 contains 228227 members 
Mstep: Class 27 contains 29881 members 
Mstep: Class 28 contains 3446 members 
Mstep: Class 29 contains 6322 members 
Mstep: Class 30 contains 103853 members 
Mstep: Class 31 contains 14540 members 
Mstep: Class 32 contains 3099 members 
Mstep: Class 33 contains 82157 members 
Mstep: Class 34 contains 8906 members 
Mstep: Class 35 contains 8791 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8489 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10414 members 
Mstep: Class 41 contains 995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461760.000000 Penalty: 147473.906250
Iteration 337Q: 42 clusters Score -2.354618e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 10508 members 
Mstep: Class 3 contains 57332 members 
Mstep: Class 4 contains 9267 members 
Mstep: Class 5 contains 4138 members 
Mstep: Class 6 contains 17496 members 
Mstep: Class 7 contains 14954 members 
Mstep: Class 8 contains 126266 members 
Mstep: Class 9 contains 12344 members 
Mstep: Class 10 contains 200169 members 
Mstep: Class 11 contains 212358 members 
Mstep: Class 12 contains 12631 members 
Mstep: Class 13 contains 326189 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41739 members 
Mstep: Class 16 contains 41323 members 
Mstep: Class 17 contains 11672 members 
Mstep: Class 18 contains 16563 members 
Mstep: Class 19 contains 6477 members 
Mstep: Class 20 contains 6030 members 
Mstep: Class 21 contains 40374 members 
Mstep: Class 22 contains 28457 members 
Mstep: Class 23 contains 175824 members 
Mstep: Class 24 contains 94128 members 
Mstep: Class 25 contains 8810 members 
Mstep: Class 26 contains 228229 members 
Mstep: Class 27 contains 29881 members 
Mstep: Class 28 contains 3446 members 
Mstep: Class 29 contains 6322 members 
Mstep: Class 30 contains 103851 members 
Mstep: Class 31 contains 14541 members 
Mstep: Class 32 contains 3099 members 
Mstep: Class 33 contains 82157 members 
Mstep: Class 34 contains 8906 members 
Mstep: Class 35 contains 8792 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8489 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10414 members 
Mstep: Class 41 contains 996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461696.000000 Penalty: 147473.906250
Iteration 338Q: 42 clusters Score -2.354617e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 10507 members 
Mstep: Class 3 contains 57333 members 
Mstep: Class 4 contains 9267 members 
Mstep: Class 5 contains 4138 members 
Mstep: Class 6 contains 17496 members 
Mstep: Class 7 contains 14954 members 
Mstep: Class 8 contains 126265 members 
Mstep: Class 9 contains 12345 members 
Mstep: Class 10 contains 200165 members 
Mstep: Class 11 contains 212360 members 
Mstep: Class 12 contains 12631 members 
Mstep: Class 13 contains 326188 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41739 members 
Mstep: Class 16 contains 41320 members 
Mstep: Class 17 contains 11672 members 
Mstep: Class 18 contains 16563 members 
Mstep: Class 19 contains 6477 members 
Mstep: Class 20 contains 6030 members 
Mstep: Class 21 contains 40373 members 
Mstep: Class 22 contains 28457 members 
Mstep: Class 23 contains 175824 members 
Mstep: Class 24 contains 94130 members 
Mstep: Class 25 contains 8810 members 
Mstep: Class 26 contains 228232 members 
Mstep: Class 27 contains 29881 members 
Mstep: Class 28 contains 3446 members 
Mstep: Class 29 contains 6322 members 
Mstep: Class 30 contains 103851 members 
Mstep: Class 31 contains 14542 members 
Mstep: Class 32 contains 3099 members 
Mstep: Class 33 contains 82157 members 
Mstep: Class 34 contains 8906 members 
Mstep: Class 35 contains 8793 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8489 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10413 members 
Mstep: Class 41 contains 997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461824.000000 Penalty: 147473.906250
Iteration 339Q: 42 clusters Score -2.354618e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 10507 members 
Mstep: Class 3 contains 57333 members 
Mstep: Class 4 contains 9267 members 
Mstep: Class 5 contains 4138 members 
Mstep: Class 6 contains 17496 members 
Mstep: Class 7 contains 14954 members 
Mstep: Class 8 contains 126265 members 
Mstep: Class 9 contains 12345 members 
Mstep: Class 10 contains 200162 members 
Mstep: Class 11 contains 212363 members 
Mstep: Class 12 contains 12632 members 
Mstep: Class 13 contains 326188 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41739 members 
Mstep: Class 16 contains 41321 members 
Mstep: Class 17 contains 11668 members 
Mstep: Class 18 contains 16563 members 
Mstep: Class 19 contains 6477 members 
Mstep: Class 20 contains 6029 members 
Mstep: Class 21 contains 40373 members 
Mstep: Class 22 contains 28457 members 
Mstep: Class 23 contains 175822 members 
Mstep: Class 24 contains 94130 members 
Mstep: Class 25 contains 8810 members 
Mstep: Class 26 contains 228234 members 
Mstep: Class 27 contains 29881 members 
Mstep: Class 28 contains 3446 members 
Mstep: Class 29 contains 6322 members 
Mstep: Class 30 contains 103851 members 
Mstep: Class 31 contains 14545 members 
Mstep: Class 32 contains 3099 members 
Mstep: Class 33 contains 82157 members 
Mstep: Class 34 contains 8906 members 
Mstep: Class 35 contains 8793 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8489 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10413 members 
Mstep: Class 41 contains 997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461840.000000 Penalty: 147473.906250
Iteration 340F: 42 clusters Score -2.354618e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 10508 members 
Mstep: Class 3 contains 57334 members 
Mstep: Class 4 contains 9267 members 
Mstep: Class 5 contains 4138 members 
Mstep: Class 6 contains 17496 members 
Mstep: Class 7 contains 14954 members 
Mstep: Class 8 contains 126264 members 
Mstep: Class 9 contains 12345 members 
Mstep: Class 10 contains 200160 members 
Mstep: Class 11 contains 212366 members 
Mstep: Class 12 contains 12633 members 
Mstep: Class 13 contains 326187 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41738 members 
Mstep: Class 16 contains 41322 members 
Mstep: Class 17 contains 11667 members 
Mstep: Class 18 contains 16563 members 
Mstep: Class 19 contains 6477 members 
Mstep: Class 20 contains 6029 members 
Mstep: Class 21 contains 40375 members 
Mstep: Class 22 contains 28457 members 
Mstep: Class 23 contains 175818 members 
Mstep: Class 24 contains 94130 members 
Mstep: Class 25 contains 8810 members 
Mstep: Class 26 contains 228234 members 
Mstep: Class 27 contains 29881 members 
Mstep: Class 28 contains 3446 members 
Mstep: Class 29 contains 6323 members 
Mstep: Class 30 contains 103850 members 
Mstep: Class 31 contains 14547 members 
Mstep: Class 32 contains 3099 members 
Mstep: Class 33 contains 82157 members 
Mstep: Class 34 contains 8905 members 
Mstep: Class 35 contains 8793 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8489 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10413 members 
Mstep: Class 41 contains 997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461872.000000 Penalty: 147473.906250
Iteration 341Q: 42 clusters Score -2.354619e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 10508 members 
Mstep: Class 3 contains 57334 members 
Mstep: Class 4 contains 9267 members 
Mstep: Class 5 contains 4138 members 
Mstep: Class 6 contains 17496 members 
Mstep: Class 7 contains 14954 members 
Mstep: Class 8 contains 126265 members 
Mstep: Class 9 contains 12345 members 
Mstep: Class 10 contains 200159 members 
Mstep: Class 11 contains 212367 members 
Mstep: Class 12 contains 12633 members 
Mstep: Class 13 contains 326186 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41738 members 
Mstep: Class 16 contains 41321 members 
Mstep: Class 17 contains 11663 members 
Mstep: Class 18 contains 16563 members 
Mstep: Class 19 contains 6477 members 
Mstep: Class 20 contains 6029 members 
Mstep: Class 21 contains 40374 members 
Mstep: Class 22 contains 28457 members 
Mstep: Class 23 contains 175816 members 
Mstep: Class 24 contains 94134 members 
Mstep: Class 25 contains 8810 members 
Mstep: Class 26 contains 228237 members 
Mstep: Class 27 contains 29881 members 
Mstep: Class 28 contains 3446 members 
Mstep: Class 29 contains 6323 members 
Mstep: Class 30 contains 103848 members 
Mstep: Class 31 contains 14549 members 
Mstep: Class 32 contains 3099 members 
Mstep: Class 33 contains 82157 members 
Mstep: Class 34 contains 8904 members 
Mstep: Class 35 contains 8793 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8491 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10413 members 
Mstep: Class 41 contains 997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461888.000000 Penalty: 147473.906250
Iteration 342Q: 42 clusters Score -2.354619e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 10509 members 
Mstep: Class 3 contains 57334 members 
Mstep: Class 4 contains 9267 members 
Mstep: Class 5 contains 4138 members 
Mstep: Class 6 contains 17496 members 
Mstep: Class 7 contains 14954 members 
Mstep: Class 8 contains 126263 members 
Mstep: Class 9 contains 12345 members 
Mstep: Class 10 contains 200153 members 
Mstep: Class 11 contains 212367 members 
Mstep: Class 12 contains 12634 members 
Mstep: Class 13 contains 326186 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41738 members 
Mstep: Class 16 contains 41322 members 
Mstep: Class 17 contains 11659 members 
Mstep: Class 18 contains 16563 members 
Mstep: Class 19 contains 6477 members 
Mstep: Class 20 contains 6029 members 
Mstep: Class 21 contains 40378 members 
Mstep: Class 22 contains 28457 members 
Mstep: Class 23 contains 175815 members 
Mstep: Class 24 contains 94143 members 
Mstep: Class 25 contains 8811 members 
Mstep: Class 26 contains 228233 members 
Mstep: Class 27 contains 29882 members 
Mstep: Class 28 contains 3446 members 
Mstep: Class 29 contains 6323 members 
Mstep: Class 30 contains 103845 members 
Mstep: Class 31 contains 14549 members 
Mstep: Class 32 contains 3099 members 
Mstep: Class 33 contains 82157 members 
Mstep: Class 34 contains 8904 members 
Mstep: Class 35 contains 8793 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8493 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10413 members 
Mstep: Class 41 contains 997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462016.000000 Penalty: 147473.906250
Iteration 343Q: 42 clusters Score -2.35462e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 10509 members 
Mstep: Class 3 contains 57334 members 
Mstep: Class 4 contains 9267 members 
Mstep: Class 5 contains 4138 members 
Mstep: Class 6 contains 17496 members 
Mstep: Class 7 contains 14955 members 
Mstep: Class 8 contains 126262 members 
Mstep: Class 9 contains 12344 members 
Mstep: Class 10 contains 200154 members 
Mstep: Class 11 contains 212368 members 
Mstep: Class 12 contains 12635 members 
Mstep: Class 13 contains 326187 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41738 members 
Mstep: Class 16 contains 41321 members 
Mstep: Class 17 contains 11656 members 
Mstep: Class 18 contains 16563 members 
Mstep: Class 19 contains 6476 members 
Mstep: Class 20 contains 6030 members 
Mstep: Class 21 contains 40380 members 
Mstep: Class 22 contains 28457 members 
Mstep: Class 23 contains 175814 members 
Mstep: Class 24 contains 94146 members 
Mstep: Class 25 contains 8811 members 
Mstep: Class 26 contains 228229 members 
Mstep: Class 27 contains 29883 members 
Mstep: Class 28 contains 3446 members 
Mstep: Class 29 contains 6323 members 
Mstep: Class 30 contains 103843 members 
Mstep: Class 31 contains 14548 members 
Mstep: Class 32 contains 3099 members 
Mstep: Class 33 contains 82157 members 
Mstep: Class 34 contains 8904 members 
Mstep: Class 35 contains 8793 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8496 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10413 members 
Mstep: Class 41 contains 997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462160.000000 Penalty: 147473.906250
Iteration 344Q: 42 clusters Score -2.354622e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 10508 members 
Mstep: Class 3 contains 57333 members 
Mstep: Class 4 contains 9267 members 
Mstep: Class 5 contains 4138 members 
Mstep: Class 6 contains 17496 members 
Mstep: Class 7 contains 14956 members 
Mstep: Class 8 contains 126262 members 
Mstep: Class 9 contains 12344 members 
Mstep: Class 10 contains 200150 members 
Mstep: Class 11 contains 212370 members 
Mstep: Class 12 contains 12635 members 
Mstep: Class 13 contains 326191 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41738 members 
Mstep: Class 16 contains 41321 members 
Mstep: Class 17 contains 11658 members 
Mstep: Class 18 contains 16563 members 
Mstep: Class 19 contains 6476 members 
Mstep: Class 20 contains 6029 members 
Mstep: Class 21 contains 40379 members 
Mstep: Class 22 contains 28457 members 
Mstep: Class 23 contains 175817 members 
Mstep: Class 24 contains 94145 members 
Mstep: Class 25 contains 8811 members 
Mstep: Class 26 contains 228229 members 
Mstep: Class 27 contains 29882 members 
Mstep: Class 28 contains 3446 members 
Mstep: Class 29 contains 6324 members 
Mstep: Class 30 contains 103840 members 
Mstep: Class 31 contains 14547 members 
Mstep: Class 32 contains 3099 members 
Mstep: Class 33 contains 82156 members 
Mstep: Class 34 contains 8904 members 
Mstep: Class 35 contains 8793 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8498 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10413 members 
Mstep: Class 41 contains 997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462208.000000 Penalty: 147473.906250
Iteration 345Q: 42 clusters Score -2.354622e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 10507 members 
Mstep: Class 3 contains 57332 members 
Mstep: Class 4 contains 9266 members 
Mstep: Class 5 contains 4138 members 
Mstep: Class 6 contains 17496 members 
Mstep: Class 7 contains 14956 members 
Mstep: Class 8 contains 126260 members 
Mstep: Class 9 contains 12343 members 
Mstep: Class 10 contains 200145 members 
Mstep: Class 11 contains 212373 members 
Mstep: Class 12 contains 12635 members 
Mstep: Class 13 contains 326194 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41738 members 
Mstep: Class 16 contains 41319 members 
Mstep: Class 17 contains 11664 members 
Mstep: Class 18 contains 16563 members 
Mstep: Class 19 contains 6476 members 
Mstep: Class 20 contains 6029 members 
Mstep: Class 21 contains 40376 members 
Mstep: Class 22 contains 28457 members 
Mstep: Class 23 contains 175818 members 
Mstep: Class 24 contains 94144 members 
Mstep: Class 25 contains 8812 members 
Mstep: Class 26 contains 228232 members 
Mstep: Class 27 contains 29882 members 
Mstep: Class 28 contains 3446 members 
Mstep: Class 29 contains 6323 members 
Mstep: Class 30 contains 103838 members 
Mstep: Class 31 contains 14547 members 
Mstep: Class 32 contains 3099 members 
Mstep: Class 33 contains 82155 members 
Mstep: Class 34 contains 8904 members 
Mstep: Class 35 contains 8794 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8500 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10414 members 
Mstep: Class 41 contains 997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461984.000000 Penalty: 147473.906250
Iteration 346Q: 42 clusters Score -2.35462e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 10507 members 
Mstep: Class 3 contains 57332 members 
Mstep: Class 4 contains 9265 members 
Mstep: Class 5 contains 4138 members 
Mstep: Class 6 contains 17496 members 
Mstep: Class 7 contains 14955 members 
Mstep: Class 8 contains 126259 members 
Mstep: Class 9 contains 12343 members 
Mstep: Class 10 contains 200141 members 
Mstep: Class 11 contains 212375 members 
Mstep: Class 12 contains 12635 members 
Mstep: Class 13 contains 326195 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41738 members 
Mstep: Class 16 contains 41319 members 
Mstep: Class 17 contains 11667 members 
Mstep: Class 18 contains 16563 members 
Mstep: Class 19 contains 6476 members 
Mstep: Class 20 contains 6029 members 
Mstep: Class 21 contains 40375 members 
Mstep: Class 22 contains 28456 members 
Mstep: Class 23 contains 175817 members 
Mstep: Class 24 contains 94146 members 
Mstep: Class 25 contains 8812 members 
Mstep: Class 26 contains 228235 members 
Mstep: Class 27 contains 29882 members 
Mstep: Class 28 contains 3446 members 
Mstep: Class 29 contains 6323 members 
Mstep: Class 30 contains 103833 members 
Mstep: Class 31 contains 14549 members 
Mstep: Class 32 contains 3099 members 
Mstep: Class 33 contains 82155 members 
Mstep: Class 34 contains 8904 members 
Mstep: Class 35 contains 8794 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8502 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10414 members 
Mstep: Class 41 contains 997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462016.000000 Penalty: 147473.906250
Iteration 347Q: 42 clusters Score -2.35462e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 10507 members 
Mstep: Class 3 contains 57332 members 
Mstep: Class 4 contains 9266 members 
Mstep: Class 5 contains 4138 members 
Mstep: Class 6 contains 17496 members 
Mstep: Class 7 contains 14955 members 
Mstep: Class 8 contains 126258 members 
Mstep: Class 9 contains 12343 members 
Mstep: Class 10 contains 200138 members 
Mstep: Class 11 contains 212376 members 
Mstep: Class 12 contains 12635 members 
Mstep: Class 13 contains 326200 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41739 members 
Mstep: Class 16 contains 41318 members 
Mstep: Class 17 contains 11665 members 
Mstep: Class 18 contains 16563 members 
Mstep: Class 19 contains 6478 members 
Mstep: Class 20 contains 6028 members 
Mstep: Class 21 contains 40373 members 
Mstep: Class 22 contains 28455 members 
Mstep: Class 23 contains 175817 members 
Mstep: Class 24 contains 94147 members 
Mstep: Class 25 contains 8812 members 
Mstep: Class 26 contains 228235 members 
Mstep: Class 27 contains 29882 members 
Mstep: Class 28 contains 3446 members 
Mstep: Class 29 contains 6323 members 
Mstep: Class 30 contains 103830 members 
Mstep: Class 31 contains 14550 members 
Mstep: Class 32 contains 3099 members 
Mstep: Class 33 contains 82155 members 
Mstep: Class 34 contains 8904 members 
Mstep: Class 35 contains 8794 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8504 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10414 members 
Mstep: Class 41 contains 997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462080.000000 Penalty: 147473.906250
Iteration 348Q: 42 clusters Score -2.354621e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 10507 members 
Mstep: Class 3 contains 57332 members 
Mstep: Class 4 contains 9267 members 
Mstep: Class 5 contains 4138 members 
Mstep: Class 6 contains 17496 members 
Mstep: Class 7 contains 14955 members 
Mstep: Class 8 contains 126258 members 
Mstep: Class 9 contains 12343 members 
Mstep: Class 10 contains 200139 members 
Mstep: Class 11 contains 212380 members 
Mstep: Class 12 contains 12635 members 
Mstep: Class 13 contains 326202 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41739 members 
Mstep: Class 16 contains 41318 members 
Mstep: Class 17 contains 11663 members 
Mstep: Class 18 contains 16563 members 
Mstep: Class 19 contains 6479 members 
Mstep: Class 20 contains 6028 members 
Mstep: Class 21 contains 40371 members 
Mstep: Class 22 contains 28453 members 
Mstep: Class 23 contains 175817 members 
Mstep: Class 24 contains 94149 members 
Mstep: Class 25 contains 8812 members 
Mstep: Class 26 contains 228231 members 
Mstep: Class 27 contains 29882 members 
Mstep: Class 28 contains 3445 members 
Mstep: Class 29 contains 6324 members 
Mstep: Class 30 contains 103828 members 
Mstep: Class 31 contains 14549 members 
Mstep: Class 32 contains 3099 members 
Mstep: Class 33 contains 82155 members 
Mstep: Class 34 contains 8904 members 
Mstep: Class 35 contains 8794 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8506 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10414 members 
Mstep: Class 41 contains 997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461952.000000 Penalty: 147473.906250
Iteration 349Q: 42 clusters Score -2.35462e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 10507 members 
Mstep: Class 3 contains 57332 members 
Mstep: Class 4 contains 9267 members 
Mstep: Class 5 contains 4138 members 
Mstep: Class 6 contains 17496 members 
Mstep: Class 7 contains 14955 members 
Mstep: Class 8 contains 126258 members 
Mstep: Class 9 contains 12343 members 
Mstep: Class 10 contains 200136 members 
Mstep: Class 11 contains 212382 members 
Mstep: Class 12 contains 12635 members 
Mstep: Class 13 contains 326203 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41740 members 
Mstep: Class 16 contains 41318 members 
Mstep: Class 17 contains 11661 members 
Mstep: Class 18 contains 16563 members 
Mstep: Class 19 contains 6480 members 
Mstep: Class 20 contains 6028 members 
Mstep: Class 21 contains 40371 members 
Mstep: Class 22 contains 28452 members 
Mstep: Class 23 contains 175819 members 
Mstep: Class 24 contains 94150 members 
Mstep: Class 25 contains 8812 members 
Mstep: Class 26 contains 228228 members 
Mstep: Class 27 contains 29882 members 
Mstep: Class 28 contains 3444 members 
Mstep: Class 29 contains 6325 members 
Mstep: Class 30 contains 103825 members 
Mstep: Class 31 contains 14550 members 
Mstep: Class 32 contains 3099 members 
Mstep: Class 33 contains 82155 members 
Mstep: Class 34 contains 8904 members 
Mstep: Class 35 contains 8794 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8509 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10414 members 
Mstep: Class 41 contains 997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462016.000000 Penalty: 147473.906250
Iteration 350Q: 42 clusters Score -2.35462e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 10508 members 
Mstep: Class 3 contains 57332 members 
Mstep: Class 4 contains 9267 members 
Mstep: Class 5 contains 4138 members 
Mstep: Class 6 contains 17496 members 
Mstep: Class 7 contains 14955 members 
Mstep: Class 8 contains 126258 members 
Mstep: Class 9 contains 12343 members 
Mstep: Class 10 contains 200134 members 
Mstep: Class 11 contains 212384 members 
Mstep: Class 12 contains 12634 members 
Mstep: Class 13 contains 326203 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41740 members 
Mstep: Class 16 contains 41318 members 
Mstep: Class 17 contains 11656 members 
Mstep: Class 18 contains 16563 members 
Mstep: Class 19 contains 6481 members 
Mstep: Class 20 contains 6028 members 
Mstep: Class 21 contains 40370 members 
Mstep: Class 22 contains 28449 members 
Mstep: Class 23 contains 175821 members 
Mstep: Class 24 contains 94151 members 
Mstep: Class 25 contains 8812 members 
Mstep: Class 26 contains 228228 members 
Mstep: Class 27 contains 29882 members 
Mstep: Class 28 contains 3445 members 
Mstep: Class 29 contains 6328 members 
Mstep: Class 30 contains 103824 members 
Mstep: Class 31 contains 14551 members 
Mstep: Class 32 contains 3099 members 
Mstep: Class 33 contains 82155 members 
Mstep: Class 34 contains 8904 members 
Mstep: Class 35 contains 8793 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8511 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10414 members 
Mstep: Class 41 contains 997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461984.000000 Penalty: 147473.906250
Iteration 351Q: 42 clusters Score -2.35462e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 10508 members 
Mstep: Class 3 contains 57331 members 
Mstep: Class 4 contains 9267 members 
Mstep: Class 5 contains 4138 members 
Mstep: Class 6 contains 17496 members 
Mstep: Class 7 contains 14955 members 
Mstep: Class 8 contains 126258 members 
Mstep: Class 9 contains 12343 members 
Mstep: Class 10 contains 200130 members 
Mstep: Class 11 contains 212385 members 
Mstep: Class 12 contains 12634 members 
Mstep: Class 13 contains 326204 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41740 members 
Mstep: Class 16 contains 41320 members 
Mstep: Class 17 contains 11655 members 
Mstep: Class 18 contains 16563 members 
Mstep: Class 19 contains 6481 members 
Mstep: Class 20 contains 6028 members 
Mstep: Class 21 contains 40369 members 
Mstep: Class 22 contains 28448 members 
Mstep: Class 23 contains 175820 members 
Mstep: Class 24 contains 94151 members 
Mstep: Class 25 contains 8812 members 
Mstep: Class 26 contains 228233 members 
Mstep: Class 27 contains 29882 members 
Mstep: Class 28 contains 3445 members 
Mstep: Class 29 contains 6329 members 
Mstep: Class 30 contains 103825 members 
Mstep: Class 31 contains 14551 members 
Mstep: Class 32 contains 3099 members 
Mstep: Class 33 contains 82155 members 
Mstep: Class 34 contains 8904 members 
Mstep: Class 35 contains 8792 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8510 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10414 members 
Mstep: Class 41 contains 997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461952.000000 Penalty: 147473.906250
Iteration 352Q: 42 clusters Score -2.35462e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 10508 members 
Mstep: Class 3 contains 57329 members 
Mstep: Class 4 contains 9267 members 
Mstep: Class 5 contains 4138 members 
Mstep: Class 6 contains 17496 members 
Mstep: Class 7 contains 14955 members 
Mstep: Class 8 contains 126259 members 
Mstep: Class 9 contains 12343 members 
Mstep: Class 10 contains 200132 members 
Mstep: Class 11 contains 212385 members 
Mstep: Class 12 contains 12634 members 
Mstep: Class 13 contains 326205 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41740 members 
Mstep: Class 16 contains 41321 members 
Mstep: Class 17 contains 11653 members 
Mstep: Class 18 contains 16563 members 
Mstep: Class 19 contains 6482 members 
Mstep: Class 20 contains 6028 members 
Mstep: Class 21 contains 40368 members 
Mstep: Class 22 contains 28448 members 
Mstep: Class 23 contains 175821 members 
Mstep: Class 24 contains 94152 members 
Mstep: Class 25 contains 8812 members 
Mstep: Class 26 contains 228231 members 
Mstep: Class 27 contains 29882 members 
Mstep: Class 28 contains 3445 members 
Mstep: Class 29 contains 6328 members 
Mstep: Class 30 contains 103823 members 
Mstep: Class 31 contains 14551 members 
Mstep: Class 32 contains 3099 members 
Mstep: Class 33 contains 82155 members 
Mstep: Class 34 contains 8904 members 
Mstep: Class 35 contains 8792 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8512 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10414 members 
Mstep: Class 41 contains 997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461952.000000 Penalty: 147473.906250
Iteration 353Q: 42 clusters Score -2.35462e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 10508 members 
Mstep: Class 3 contains 57330 members 
Mstep: Class 4 contains 9267 members 
Mstep: Class 5 contains 4138 members 
Mstep: Class 6 contains 17496 members 
Mstep: Class 7 contains 14955 members 
Mstep: Class 8 contains 126260 members 
Mstep: Class 9 contains 12343 members 
Mstep: Class 10 contains 200130 members 
Mstep: Class 11 contains 212383 members 
Mstep: Class 12 contains 12635 members 
Mstep: Class 13 contains 326205 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41740 members 
Mstep: Class 16 contains 41321 members 
Mstep: Class 17 contains 11653 members 
Mstep: Class 18 contains 16563 members 
Mstep: Class 19 contains 6482 members 
Mstep: Class 20 contains 6028 members 
Mstep: Class 21 contains 40368 members 
Mstep: Class 22 contains 28448 members 
Mstep: Class 23 contains 175822 members 
Mstep: Class 24 contains 94152 members 
Mstep: Class 25 contains 8812 members 
Mstep: Class 26 contains 228230 members 
Mstep: Class 27 contains 29882 members 
Mstep: Class 28 contains 3445 members 
Mstep: Class 29 contains 6329 members 
Mstep: Class 30 contains 103822 members 
Mstep: Class 31 contains 14551 members 
Mstep: Class 32 contains 3099 members 
Mstep: Class 33 contains 82155 members 
Mstep: Class 34 contains 8904 members 
Mstep: Class 35 contains 8792 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8513 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10414 members 
Mstep: Class 41 contains 997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461968.000000 Penalty: 147473.906250
Iteration 354Q: 42 clusters Score -2.35462e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 10508 members 
Mstep: Class 3 contains 57330 members 
Mstep: Class 4 contains 9267 members 
Mstep: Class 5 contains 4138 members 
Mstep: Class 6 contains 17496 members 
Mstep: Class 7 contains 14955 members 
Mstep: Class 8 contains 126260 members 
Mstep: Class 9 contains 12343 members 
Mstep: Class 10 contains 200128 members 
Mstep: Class 11 contains 212382 members 
Mstep: Class 12 contains 12635 members 
Mstep: Class 13 contains 326206 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41740 members 
Mstep: Class 16 contains 41321 members 
Mstep: Class 17 contains 11655 members 
Mstep: Class 18 contains 16563 members 
Mstep: Class 19 contains 6482 members 
Mstep: Class 20 contains 6028 members 
Mstep: Class 21 contains 40369 members 
Mstep: Class 22 contains 28448 members 
Mstep: Class 23 contains 175821 members 
Mstep: Class 24 contains 94151 members 
Mstep: Class 25 contains 8812 members 
Mstep: Class 26 contains 228232 members 
Mstep: Class 27 contains 29882 members 
Mstep: Class 28 contains 3445 members 
Mstep: Class 29 contains 6329 members 
Mstep: Class 30 contains 103821 members 
Mstep: Class 31 contains 14552 members 
Mstep: Class 32 contains 3099 members 
Mstep: Class 33 contains 82154 members 
Mstep: Class 34 contains 8904 members 
Mstep: Class 35 contains 8792 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8513 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10414 members 
Mstep: Class 41 contains 997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461936.000000 Penalty: 147473.906250
Iteration 355Q: 42 clusters Score -2.354619e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 10507 members 
Mstep: Class 3 contains 57330 members 
Mstep: Class 4 contains 9267 members 
Mstep: Class 5 contains 4138 members 
Mstep: Class 6 contains 17496 members 
Mstep: Class 7 contains 14955 members 
Mstep: Class 8 contains 126260 members 
Mstep: Class 9 contains 12343 members 
Mstep: Class 10 contains 200130 members 
Mstep: Class 11 contains 212381 members 
Mstep: Class 12 contains 12635 members 
Mstep: Class 13 contains 326206 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41740 members 
Mstep: Class 16 contains 41320 members 
Mstep: Class 17 contains 11656 members 
Mstep: Class 18 contains 16563 members 
Mstep: Class 19 contains 6482 members 
Mstep: Class 20 contains 6028 members 
Mstep: Class 21 contains 40370 members 
Mstep: Class 22 contains 28448 members 
Mstep: Class 23 contains 175821 members 
Mstep: Class 24 contains 94151 members 
Mstep: Class 25 contains 8812 members 
Mstep: Class 26 contains 228230 members 
Mstep: Class 27 contains 29882 members 
Mstep: Class 28 contains 3445 members 
Mstep: Class 29 contains 6329 members 
Mstep: Class 30 contains 103821 members 
Mstep: Class 31 contains 14553 members 
Mstep: Class 32 contains 3099 members 
Mstep: Class 33 contains 82154 members 
Mstep: Class 34 contains 8904 members 
Mstep: Class 35 contains 8792 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8513 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10414 members 
Mstep: Class 41 contains 997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461968.000000 Penalty: 147473.906250
Iteration 356Q: 42 clusters Score -2.35462e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 10506 members 
Mstep: Class 3 contains 57330 members 
Mstep: Class 4 contains 9267 members 
Mstep: Class 5 contains 4138 members 
Mstep: Class 6 contains 17496 members 
Mstep: Class 7 contains 14955 members 
Mstep: Class 8 contains 126260 members 
Mstep: Class 9 contains 12343 members 
Mstep: Class 10 contains 200129 members 
Mstep: Class 11 contains 212382 members 
Mstep: Class 12 contains 12635 members 
Mstep: Class 13 contains 326209 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41740 members 
Mstep: Class 16 contains 41318 members 
Mstep: Class 17 contains 11657 members 
Mstep: Class 18 contains 16563 members 
Mstep: Class 19 contains 6482 members 
Mstep: Class 20 contains 6028 members 
Mstep: Class 21 contains 40370 members 
Mstep: Class 22 contains 28448 members 
Mstep: Class 23 contains 175821 members 
Mstep: Class 24 contains 94152 members 
Mstep: Class 25 contains 8812 members 
Mstep: Class 26 contains 228230 members 
Mstep: Class 27 contains 29882 members 
Mstep: Class 28 contains 3445 members 
Mstep: Class 29 contains 6329 members 
Mstep: Class 30 contains 103820 members 
Mstep: Class 31 contains 14552 members 
Mstep: Class 32 contains 3099 members 
Mstep: Class 33 contains 82154 members 
Mstep: Class 34 contains 8904 members 
Mstep: Class 35 contains 8792 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8513 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10414 members 
Mstep: Class 41 contains 997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461952.000000 Penalty: 147473.906250
Iteration 357Q: 42 clusters Score -2.35462e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 10506 members 
Mstep: Class 3 contains 57330 members 
Mstep: Class 4 contains 9267 members 
Mstep: Class 5 contains 4138 members 
Mstep: Class 6 contains 17496 members 
Mstep: Class 7 contains 14955 members 
Mstep: Class 8 contains 126260 members 
Mstep: Class 9 contains 12343 members 
Mstep: Class 10 contains 200127 members 
Mstep: Class 11 contains 212384 members 
Mstep: Class 12 contains 12635 members 
Mstep: Class 13 contains 326210 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41740 members 
Mstep: Class 16 contains 41318 members 
Mstep: Class 17 contains 11658 members 
Mstep: Class 18 contains 16563 members 
Mstep: Class 19 contains 6482 members 
Mstep: Class 20 contains 6028 members 
Mstep: Class 21 contains 40369 members 
Mstep: Class 22 contains 28448 members 
Mstep: Class 23 contains 175821 members 
Mstep: Class 24 contains 94152 members 
Mstep: Class 25 contains 8812 members 
Mstep: Class 26 contains 228230 members 
Mstep: Class 27 contains 29882 members 
Mstep: Class 28 contains 3444 members 
Mstep: Class 29 contains 6329 members 
Mstep: Class 30 contains 103819 members 
Mstep: Class 31 contains 14552 members 
Mstep: Class 32 contains 3099 members 
Mstep: Class 33 contains 82154 members 
Mstep: Class 34 contains 8905 members 
Mstep: Class 35 contains 8792 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8513 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10414 members 
Mstep: Class 41 contains 997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462016.000000 Penalty: 147473.906250
Iteration 358Q: 42 clusters Score -2.35462e+08 nChanged 3
Entering ConstructFrom: 
Score: -235462016.000000 Penalty: 147473.906250
Entering ConstructFrom: 
Trying to split cluster 1 (3225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Entering Unmasked Estep 
Score: -363196.437500 Penalty: 2003.514771
	Iteration 0F: 2 clusters Score -363196.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -359804.218750 Penalty: 4007.029541
	Iteration 0F: 3 clusters Score -359804.2 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -360633.000000 Penalty: 4007.029541
	Iteration 1F: 3 clusters Score -360633 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -360951.718750 Penalty: 4007.029541
	Iteration 2F: 3 clusters Score -360951.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -361233.718750 Penalty: 4007.029541
	Iteration 3F: 3 clusters Score -361233.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -361464.250000 Penalty: 4007.029541
	Iteration 4F: 3 clusters Score -361464.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -361688.156250 Penalty: 4007.029541
	Iteration 5F: 3 clusters Score -361688.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -361864.812500 Penalty: 4007.029541
	Iteration 6Q: 3 clusters Score -361864.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -362018.531250 Penalty: 4007.029541
	Iteration 7Q: 3 clusters Score -362018.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -362122.031250 Penalty: 4007.029541
	Iteration 8Q: 3 clusters Score -362122 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -362216.312500 Penalty: 4007.029541
	Iteration 9Q: 3 clusters Score -362216.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -362287.187500 Penalty: 4007.029541
	Iteration 10Q: 3 clusters Score -362287.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -362339.375000 Penalty: 4007.029541
	Iteration 11Q: 3 clusters Score -362339.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -362398.062500 Penalty: 4007.029541
	Iteration 12Q: 3 clusters Score -362398.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -362466.093750 Penalty: 4007.029541
	Iteration 13Q: 3 clusters Score -362466.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -362525.656250 Penalty: 4007.029541
	Iteration 14Q: 3 clusters Score -362525.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -362554.687500 Penalty: 4007.029541
	Iteration 15Q: 3 clusters Score -362554.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -362569.125000 Penalty: 4007.029541
	Iteration 16Q: 3 clusters Score -362569.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -362577.281250 Penalty: 4007.029541
	Iteration 17Q: 3 clusters Score -362577.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -362587.593750 Penalty: 4007.029541
	Iteration 18Q: 3 clusters Score -362587.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -362596.375000 Penalty: 4007.029541
	Iteration 19Q: 3 clusters Score -362596.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -362598.718750 Penalty: 4007.029541
	Iteration 20F: 3 clusters Score -362598.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -362599.781250 Penalty: 4007.029541
	Iteration 21Q: 3 clusters Score -362599.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -362601.562500 Penalty: 4007.029541
	Iteration 22Q: 3 clusters Score -362601.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -362603.218750 Penalty: 4007.029541
	Iteration 23Q: 3 clusters Score -362603.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -362603.218750 Penalty: 4007.029541
	Iteration 24F: 3 clusters Score -362603.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Entering Unmasked Estep 
Score: -1229285.250000 Penalty: 2296.406006
	Iteration 0F: 2 clusters Score -1229285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1221329.875000 Penalty: 4592.812012
	Iteration 0F: 3 clusters Score -1221330 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1223765.125000 Penalty: 4592.812012
	Iteration 1F: 3 clusters Score -1223765 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1224182.625000 Penalty: 4592.812012
	Iteration 2F: 3 clusters Score -1224183 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1224497.625000 Penalty: 4592.812012
	Iteration 3F: 3 clusters Score -1224498 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1224718.750000 Penalty: 4592.812012
	Iteration 4Q: 3 clusters Score -1224719 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1224897.250000 Penalty: 4592.812012
	Iteration 5Q: 3 clusters Score -1224897 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1225052.875000 Penalty: 4592.812012
	Iteration 6Q: 3 clusters Score -1225053 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1225203.125000 Penalty: 4592.812012
	Iteration 7Q: 3 clusters Score -1225203 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1225370.000000 Penalty: 4592.812012
	Iteration 8Q: 3 clusters Score -1225370 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1225590.125000 Penalty: 4592.812012
	Iteration 9Q: 3 clusters Score -1225590 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1225860.500000 Penalty: 4592.812012
	Iteration 10Q: 3 clusters Score -1225860 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1226175.750000 Penalty: 4592.812012
	Iteration 11Q: 3 clusters Score -1226176 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1226521.000000 Penalty: 4592.812012
	Iteration 12Q: 3 clusters Score -1226521 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1226842.500000 Penalty: 4592.812012
	Iteration 13Q: 3 clusters Score -1226842 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1227067.125000 Penalty: 4592.812012
	Iteration 14Q: 3 clusters Score -1227067 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1227218.250000 Penalty: 4592.812012
	Iteration 15Q: 3 clusters Score -1227218 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1227323.500000 Penalty: 4592.812012
	Iteration 16Q: 3 clusters Score -1227324 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1227377.750000 Penalty: 4592.812012
	Iteration 17Q: 3 clusters Score -1227378 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1227421.125000 Penalty: 4592.812012
	Iteration 18Q: 3 clusters Score -1227421 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1227447.750000 Penalty: 4592.812012
	Iteration 19Q: 3 clusters Score -1227448 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1227475.125000 Penalty: 4592.812012
	Iteration 20F: 3 clusters Score -1227475 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1227488.500000 Penalty: 4592.812012
	Iteration 21Q: 3 clusters Score -1227488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1227501.125000 Penalty: 4592.812012
	Iteration 22Q: 3 clusters Score -1227501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1227511.125000 Penalty: 4592.812012
	Iteration 23Q: 3 clusters Score -1227511 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1227521.375000 Penalty: 4592.812012
	Iteration 24Q: 3 clusters Score -1227521 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1227532.375000 Penalty: 4592.812012
	Iteration 25Q: 3 clusters Score -1227532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1227547.000000 Penalty: 4592.812012
	Iteration 26Q: 3 clusters Score -1227547 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1227555.750000 Penalty: 4592.812012
	Iteration 27Q: 3 clusters Score -1227556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1227561.250000 Penalty: 4592.812012
	Iteration 28Q: 3 clusters Score -1227561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1227564.125000 Penalty: 4592.812012
	Iteration 29Q: 3 clusters Score -1227564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1227567.875000 Penalty: 4592.812012
	Iteration 30Q: 3 clusters Score -1227568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1227574.500000 Penalty: 4592.812012
	Iteration 31Q: 3 clusters Score -1227574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1227574.500000 Penalty: 4592.812012
	Iteration 32Q: 3 clusters Score -1227574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1227575.250000 Penalty: 4592.812012
	Iteration 33Q: 3 clusters Score -1227575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1227575.250000 Penalty: 4592.812012
	Iteration 34F: 3 clusters Score -1227575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (57330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57330 members 
Entering Unmasked Estep 
Score: -7001976.500000 Penalty: 2717.231689
	Iteration 0F: 2 clusters Score -7001976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28519 members 
Mstep: Class 2 contains 28811 members 
Entering Unmasked Estep 
Score: -6963451.500000 Penalty: 5434.463379
	Iteration 0F: 3 clusters Score -6963452 nChanged 26557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 30124 members 
Entering Unmasked Estep 
Score: -6978324.000000 Penalty: 5434.463379
	Iteration 1F: 3 clusters Score -6978324 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -6979082.000000 Penalty: 5434.463379
	Iteration 2Q: 3 clusters Score -6979082 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -6979843.500000 Penalty: 5434.463379
	Iteration 3Q: 3 clusters Score -6979844 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 34505 members 
Entering Unmasked Estep 
Score: -6980978.500000 Penalty: 5434.463379
	Iteration 4Q: 3 clusters Score -6980978 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 37267 members 
Entering Unmasked Estep 
Score: -6982688.500000 Penalty: 5434.463379
	Iteration 5F: 3 clusters Score -6982688 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 40884 members 
Entering Unmasked Estep 
Score: -6985253.500000 Penalty: 5434.463379
	Iteration 6F: 3 clusters Score -6985254 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 45164 members 
Entering Unmasked Estep 
Score: -6988774.000000 Penalty: 5434.463379
	Iteration 7F: 3 clusters Score -6988774 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 49484 members 
Entering Unmasked Estep 
Score: -6992590.000000 Penalty: 5434.463379
	Iteration 8F: 3 clusters Score -6992590 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 52962 members 
Entering Unmasked Estep 
Score: -6995808.500000 Penalty: 5434.463379
	Iteration 9F: 3 clusters Score -6995808 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 55200 members 
Entering Unmasked Estep 
Score: -6997827.000000 Penalty: 5434.463379
	Iteration 10Q: 3 clusters Score -6997827 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 56289 members 
Entering Unmasked Estep 
Score: -6998753.000000 Penalty: 5434.463379
	Iteration 11Q: 3 clusters Score -6998753 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 56742 members 
Entering Unmasked Estep 
Score: -6999127.500000 Penalty: 5434.463379
	Iteration 12Q: 3 clusters Score -6999128 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 56922 members 
Entering Unmasked Estep 
Score: -6999325.000000 Penalty: 5434.463379
	Iteration 13Q: 3 clusters Score -6999325 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 56992 members 
Entering Unmasked Estep 
Score: -6999407.500000 Penalty: 5434.463379
	Iteration 14Q: 3 clusters Score -6999408 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 57035 members 
Entering Unmasked Estep 
Score: -6999473.500000 Penalty: 5434.463379
	Iteration 15Q: 3 clusters Score -6999474 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 57050 members 
Entering Unmasked Estep 
Score: -6999508.000000 Penalty: 5434.463379
	Iteration 16Q: 3 clusters Score -6999508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 57063 members 
Entering Unmasked Estep 
Score: -6999539.000000 Penalty: 5434.463379
	Iteration 17Q: 3 clusters Score -6999539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 57066 members 
Entering Unmasked Estep 
Score: -6999540.000000 Penalty: 5434.463379
	Iteration 18Q: 3 clusters Score -6999540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 57069 members 
Entering Unmasked Estep 
Score: -6999551.500000 Penalty: 5434.463379
	Iteration 19Q: 3 clusters Score -6999552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 57071 members 
Entering Unmasked Estep 
Score: -6999555.500000 Penalty: 5434.463379
	Iteration 20F: 3 clusters Score -6999556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 57072 members 
Entering Unmasked Estep 
Score: -6999555.500000 Penalty: 5434.463379
	Iteration 21Q: 3 clusters Score -6999556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 57073 members 
Entering Unmasked Estep 
Score: -6999556.000000 Penalty: 5434.463379
	Iteration 22Q: 3 clusters Score -6999556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 57074 members 
Entering Unmasked Estep 
Score: -6999557.000000 Penalty: 5434.463379
	Iteration 23Q: 3 clusters Score -6999557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 57076 members 
Entering Unmasked Estep 
Score: -6999562.500000 Penalty: 5434.463379
	Iteration 24Q: 3 clusters Score -6999562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 57079 members 
Entering Unmasked Estep 
Score: -6999567.500000 Penalty: 5434.463379
	Iteration 25Q: 3 clusters Score -6999568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 57079 members 
Entering Unmasked Estep 
Score: -6999570.000000 Penalty: 5434.463379
	Iteration 26Q: 3 clusters Score -6999570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 57080 members 
Entering Unmasked Estep 
Score: -6999578.000000 Penalty: 5434.463379
	Iteration 27Q: 3 clusters Score -6999578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 57081 members 
Entering Unmasked Estep 
Score: -6999583.000000 Penalty: 5434.463379
	Iteration 28Q: 3 clusters Score -6999583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 57085 members 
Entering Unmasked Estep 
Score: -6999583.500000 Penalty: 5434.463379
	Iteration 29Q: 3 clusters Score -6999584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 57086 members 
Entering Unmasked Estep 
Score: -6999587.000000 Penalty: 5434.463379
	Iteration 30Q: 3 clusters Score -6999587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 57086 members 
Entering Unmasked Estep 
Score: -6999587.000000 Penalty: 5434.463379
	Iteration 31F: 3 clusters Score -6999587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Entering Unmasked Estep 
Score: -1107795.875000 Penalty: 2265.285400
	Iteration 0F: 2 clusters Score -1107796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1100658.375000 Penalty: 4530.570801
	Iteration 0F: 3 clusters Score -1100658 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1103288.125000 Penalty: 4530.570801
	Iteration 1F: 3 clusters Score -1103288 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1104445.750000 Penalty: 4530.570801
	Iteration 2F: 3 clusters Score -1104446 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1105729.500000 Penalty: 4530.570801
	Iteration 3F: 3 clusters Score -1105730 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1106528.625000 Penalty: 4530.570801
	Iteration 4F: 3 clusters Score -1106529 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1106964.125000 Penalty: 4530.570801
	Iteration 5F: 3 clusters Score -1106964 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1107144.000000 Penalty: 4530.570801
	Iteration 6Q: 3 clusters Score -1107144 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1107221.000000 Penalty: 4530.570801
	Iteration 7Q: 3 clusters Score -1107221 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1107267.375000 Penalty: 4530.570801
	Iteration 8Q: 3 clusters Score -1107267 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1107283.750000 Penalty: 4530.570801
	Iteration 9Q: 3 clusters Score -1107284 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1107295.000000 Penalty: 4530.570801
	Iteration 10Q: 3 clusters Score -1107295 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1107301.750000 Penalty: 4530.570801
	Iteration 11Q: 3 clusters Score -1107302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1107304.000000 Penalty: 4530.570801
	Iteration 12Q: 3 clusters Score -1107304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1107303.375000 Penalty: 4530.570801
	Iteration 13Q: 3 clusters Score -1107303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1107304.875000 Penalty: 4530.570801
	Iteration 14Q: 3 clusters Score -1107305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1107303.875000 Penalty: 4530.570801
	Iteration 15Q: 3 clusters Score -1107304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1107303.875000 Penalty: 4530.570801
	Iteration 16F: 3 clusters Score -1107304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Entering Unmasked Estep 
Score: -463395.062500 Penalty: 2065.335938
	Iteration 0F: 2 clusters Score -463395.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -459458.468750 Penalty: 4130.671875
	Iteration 0F: 3 clusters Score -459458.5 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -460346.437500 Penalty: 4130.671875
	Iteration 1F: 3 clusters Score -460346.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -460543.593750 Penalty: 4130.671875
	Iteration 2F: 3 clusters Score -460543.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -460653.625000 Penalty: 4130.671875
	Iteration 3Q: 3 clusters Score -460653.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -460773.531250 Penalty: 4130.671875
	Iteration 4Q: 3 clusters Score -460773.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -460901.406250 Penalty: 4130.671875
	Iteration 5Q: 3 clusters Score -460901.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -461058.500000 Penalty: 4130.671875
	Iteration 6Q: 3 clusters Score -461058.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -461260.406250 Penalty: 4130.671875
	Iteration 7Q: 3 clusters Score -461260.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -461533.312500 Penalty: 4130.671875
	Iteration 8F: 3 clusters Score -461533.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -461896.281250 Penalty: 4130.671875
	Iteration 9F: 3 clusters Score -461896.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -462360.031250 Penalty: 4130.671875
	Iteration 10F: 3 clusters Score -462360 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -462793.500000 Penalty: 4130.671875
	Iteration 11F: 3 clusters Score -462793.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -462984.687500 Penalty: 4130.671875
	Iteration 12Q: 3 clusters Score -462984.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -463045.281250 Penalty: 4130.671875
	Iteration 13Q: 3 clusters Score -463045.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -463066.500000 Penalty: 4130.671875
	Iteration 14Q: 3 clusters Score -463066.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -463075.343750 Penalty: 4130.671875
	Iteration 15Q: 3 clusters Score -463075.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -463077.781250 Penalty: 4130.671875
	Iteration 16Q: 3 clusters Score -463077.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -463081.187500 Penalty: 4130.671875
	Iteration 17Q: 3 clusters Score -463081.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -463083.125000 Penalty: 4130.671875
	Iteration 18Q: 3 clusters Score -463083.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -463084.875000 Penalty: 4130.671875
	Iteration 19Q: 3 clusters Score -463084.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -463085.593750 Penalty: 4130.671875
	Iteration 20F: 3 clusters Score -463085.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Entering Unmasked Estep 
Score: -2082808.750000 Penalty: 2422.892578
	Iteration 0F: 2 clusters Score -2082809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -2070469.500000 Penalty: 4845.785156
	Iteration 0F: 3 clusters Score -2070470 nChanged 7599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -2074576.875000 Penalty: 4845.785156
	Iteration 1F: 3 clusters Score -2074577 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -2075128.625000 Penalty: 4845.785156
	Iteration 2F: 3 clusters Score -2075129 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -2075671.750000 Penalty: 4845.785156
	Iteration 3F: 3 clusters Score -2075672 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -2076300.625000 Penalty: 4845.785156
	Iteration 4F: 3 clusters Score -2076301 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -2077011.750000 Penalty: 4845.785156
	Iteration 5F: 3 clusters Score -2077012 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -2077805.500000 Penalty: 4845.785156
	Iteration 6F: 3 clusters Score -2077806 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -2078516.500000 Penalty: 4845.785156
	Iteration 7F: 3 clusters Score -2078516 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -2079093.875000 Penalty: 4845.785156
	Iteration 8F: 3 clusters Score -2079094 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -2079610.875000 Penalty: 4845.785156
	Iteration 9Q: 3 clusters Score -2079611 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -2080124.625000 Penalty: 4845.785156
	Iteration 10Q: 3 clusters Score -2080125 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -2080656.000000 Penalty: 4845.785156
	Iteration 11Q: 3 clusters Score -2080656 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -2081053.125000 Penalty: 4845.785156
	Iteration 12Q: 3 clusters Score -2081053 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -2081224.375000 Penalty: 4845.785156
	Iteration 13Q: 3 clusters Score -2081224 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -2081342.625000 Penalty: 4845.785156
	Iteration 14Q: 3 clusters Score -2081343 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -2081426.125000 Penalty: 4845.785156
	Iteration 15Q: 3 clusters Score -2081426 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -2081500.625000 Penalty: 4845.785156
	Iteration 16Q: 3 clusters Score -2081501 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -2081560.875000 Penalty: 4845.785156
	Iteration 17Q: 3 clusters Score -2081561 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -2081618.875000 Penalty: 4845.785156
	Iteration 18Q: 3 clusters Score -2081619 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -2081660.750000 Penalty: 4845.785156
	Iteration 19Q: 3 clusters Score -2081661 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -2081692.125000 Penalty: 4845.785156
	Iteration 20F: 3 clusters Score -2081692 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -2081724.000000 Penalty: 4845.785156
	Iteration 21Q: 3 clusters Score -2081724 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -2081736.875000 Penalty: 4845.785156
	Iteration 22Q: 3 clusters Score -2081737 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -2081753.500000 Penalty: 4845.785156
	Iteration 23Q: 3 clusters Score -2081754 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -2081767.500000 Penalty: 4845.785156
	Iteration 24Q: 3 clusters Score -2081768 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -2081772.625000 Penalty: 4845.785156
	Iteration 25Q: 3 clusters Score -2081773 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -2081780.625000 Penalty: 4845.785156
	Iteration 26Q: 3 clusters Score -2081781 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -2081787.250000 Penalty: 4845.785156
	Iteration 27Q: 3 clusters Score -2081787 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -2081789.500000 Penalty: 4845.785156
	Iteration 28Q: 3 clusters Score -2081790 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -2081794.875000 Penalty: 4845.785156
	Iteration 29Q: 3 clusters Score -2081795 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -2081798.375000 Penalty: 4845.785156
	Iteration 30Q: 3 clusters Score -2081798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2081805.875000 Penalty: 4845.785156
	Iteration 31Q: 3 clusters Score -2081806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -2081806.375000 Penalty: 4845.785156
	Iteration 32Q: 3 clusters Score -2081806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -2081805.750000 Penalty: 4845.785156
	Iteration 33Q: 3 clusters Score -2081806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -2081806.000000 Penalty: 4845.785156
	Iteration 34Q: 3 clusters Score -2081806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -2081814.375000 Penalty: 4845.785156
	Iteration 35Q: 3 clusters Score -2081814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -2081809.875000 Penalty: 4845.785156
	Iteration 36Q: 3 clusters Score -2081810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -2081814.750000 Penalty: 4845.785156
	Iteration 37Q: 3 clusters Score -2081815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -2081819.250000 Penalty: 4845.785156
	Iteration 38Q: 3 clusters Score -2081819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -2081814.375000 Penalty: 4845.785156
	Iteration 39Q: 3 clusters Score -2081814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -2081813.625000 Penalty: 4845.785156
	Iteration 40F: 3 clusters Score -2081814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -2081815.375000 Penalty: 4845.785156
	Iteration 41Q: 3 clusters Score -2081815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -2081815.750000 Penalty: 4845.785156
	Iteration 42Q: 3 clusters Score -2081816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -2081819.000000 Penalty: 4845.785156
	Iteration 43Q: 3 clusters Score -2081819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -2081817.500000 Penalty: 4845.785156
	Iteration 44Q: 3 clusters Score -2081818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -2081818.875000 Penalty: 4845.785156
	Iteration 45Q: 3 clusters Score -2081819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -2081818.875000 Penalty: 4845.785156
	Iteration 46F: 3 clusters Score -2081819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Entering Unmasked Estep 
Score: -1771356.500000 Penalty: 2383.974609
	Iteration 0F: 2 clusters Score -1771356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1760601.625000 Penalty: 4767.949219
	Iteration 0F: 3 clusters Score -1760602 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1764197.875000 Penalty: 4767.949219
	Iteration 1F: 3 clusters Score -1764198 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1764875.000000 Penalty: 4767.949219
	Iteration 2F: 3 clusters Score -1764875 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1765644.750000 Penalty: 4767.949219
	Iteration 3F: 3 clusters Score -1765645 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1766401.375000 Penalty: 4767.949219
	Iteration 4F: 3 clusters Score -1766401 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1767033.125000 Penalty: 4767.949219
	Iteration 5F: 3 clusters Score -1767033 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1767515.125000 Penalty: 4767.949219
	Iteration 6F: 3 clusters Score -1767515 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1767834.750000 Penalty: 4767.949219
	Iteration 7Q: 3 clusters Score -1767835 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1768046.250000 Penalty: 4767.949219
	Iteration 8Q: 3 clusters Score -1768046 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1768157.875000 Penalty: 4767.949219
	Iteration 9Q: 3 clusters Score -1768158 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1768233.750000 Penalty: 4767.949219
	Iteration 10Q: 3 clusters Score -1768234 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1768286.125000 Penalty: 4767.949219
	Iteration 11Q: 3 clusters Score -1768286 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1768332.000000 Penalty: 4767.949219
	Iteration 12Q: 3 clusters Score -1768332 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1768381.625000 Penalty: 4767.949219
	Iteration 13Q: 3 clusters Score -1768382 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1768406.750000 Penalty: 4767.949219
	Iteration 14Q: 3 clusters Score -1768407 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1768444.750000 Penalty: 4767.949219
	Iteration 15Q: 3 clusters Score -1768445 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1768477.875000 Penalty: 4767.949219
	Iteration 16Q: 3 clusters Score -1768478 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1768511.750000 Penalty: 4767.949219
	Iteration 17Q: 3 clusters Score -1768512 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1768535.375000 Penalty: 4767.949219
	Iteration 18Q: 3 clusters Score -1768535 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1768547.750000 Penalty: 4767.949219
	Iteration 19Q: 3 clusters Score -1768548 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1768567.875000 Penalty: 4767.949219
	Iteration 20F: 3 clusters Score -1768568 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1768594.875000 Penalty: 4767.949219
	Iteration 21Q: 3 clusters Score -1768595 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1768616.000000 Penalty: 4767.949219
	Iteration 22Q: 3 clusters Score -1768616 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1768629.750000 Penalty: 4767.949219
	Iteration 23Q: 3 clusters Score -1768630 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1768646.500000 Penalty: 4767.949219
	Iteration 24Q: 3 clusters Score -1768646 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1768672.125000 Penalty: 4767.949219
	Iteration 25Q: 3 clusters Score -1768672 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1768681.125000 Penalty: 4767.949219
	Iteration 26Q: 3 clusters Score -1768681 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1768693.000000 Penalty: 4767.949219
	Iteration 27Q: 3 clusters Score -1768693 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1768709.000000 Penalty: 4767.949219
	Iteration 28Q: 3 clusters Score -1768709 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1768718.250000 Penalty: 4767.949219
	Iteration 29Q: 3 clusters Score -1768718 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1768730.875000 Penalty: 4767.949219
	Iteration 30Q: 3 clusters Score -1768731 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1768736.125000 Penalty: 4767.949219
	Iteration 31Q: 3 clusters Score -1768736 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1768737.000000 Penalty: 4767.949219
	Iteration 32Q: 3 clusters Score -1768737 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1768743.750000 Penalty: 4767.949219
	Iteration 33Q: 3 clusters Score -1768744 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1768746.375000 Penalty: 4767.949219
	Iteration 34Q: 3 clusters Score -1768746 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1768755.250000 Penalty: 4767.949219
	Iteration 35Q: 3 clusters Score -1768755 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1768757.750000 Penalty: 4767.949219
	Iteration 36Q: 3 clusters Score -1768758 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1768764.750000 Penalty: 4767.949219
	Iteration 37Q: 3 clusters Score -1768765 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1768771.875000 Penalty: 4767.949219
	Iteration 38Q: 3 clusters Score -1768772 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1768770.500000 Penalty: 4767.949219
	Iteration 39Q: 3 clusters Score -1768770 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1768782.250000 Penalty: 4767.949219
	Iteration 40F: 3 clusters Score -1768782 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1768791.125000 Penalty: 4767.949219
	Iteration 41Q: 3 clusters Score -1768791 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1768796.750000 Penalty: 4767.949219
	Iteration 42Q: 3 clusters Score -1768797 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1768797.500000 Penalty: 4767.949219
	Iteration 43Q: 3 clusters Score -1768798 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1768804.500000 Penalty: 4767.949219
	Iteration 44Q: 3 clusters Score -1768804 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1768809.875000 Penalty: 4767.949219
	Iteration 45Q: 3 clusters Score -1768810 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1768816.250000 Penalty: 4767.949219
	Iteration 46Q: 3 clusters Score -1768816 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1768821.500000 Penalty: 4767.949219
	Iteration 47Q: 3 clusters Score -1768822 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1768824.625000 Penalty: 4767.949219
	Iteration 48Q: 3 clusters Score -1768825 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1768836.625000 Penalty: 4767.949219
	Iteration 49Q: 3 clusters Score -1768837 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1768836.500000 Penalty: 4767.949219
	Iteration 50Q: 3 clusters Score -1768836 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1768849.500000 Penalty: 4767.949219
	Iteration 51Q: 3 clusters Score -1768850 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1768858.000000 Penalty: 4767.949219
	Iteration 52Q: 3 clusters Score -1768858 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1768868.000000 Penalty: 4767.949219
	Iteration 53Q: 3 clusters Score -1768868 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1768878.125000 Penalty: 4767.949219
	Iteration 54Q: 3 clusters Score -1768878 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1768886.875000 Penalty: 4767.949219
	Iteration 55Q: 3 clusters Score -1768887 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1768896.250000 Penalty: 4767.949219
	Iteration 56Q: 3 clusters Score -1768896 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1768906.750000 Penalty: 4767.949219
	Iteration 57Q: 3 clusters Score -1768907 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1768915.625000 Penalty: 4767.949219
	Iteration 58Q: 3 clusters Score -1768916 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1768925.625000 Penalty: 4767.949219
	Iteration 59Q: 3 clusters Score -1768926 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1768933.625000 Penalty: 4767.949219
	Iteration 60F: 3 clusters Score -1768934 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1768943.375000 Penalty: 4767.949219
	Iteration 61Q: 3 clusters Score -1768943 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1768956.000000 Penalty: 4767.949219
	Iteration 62Q: 3 clusters Score -1768956 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1768967.000000 Penalty: 4767.949219
	Iteration 63Q: 3 clusters Score -1768967 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1768982.000000 Penalty: 4767.949219
	Iteration 64Q: 3 clusters Score -1768982 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1768999.250000 Penalty: 4767.949219
	Iteration 65Q: 3 clusters Score -1768999 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1769008.375000 Penalty: 4767.949219
	Iteration 66Q: 3 clusters Score -1769008 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1769024.750000 Penalty: 4767.949219
	Iteration 67Q: 3 clusters Score -1769025 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1769039.125000 Penalty: 4767.949219
	Iteration 68Q: 3 clusters Score -1769039 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1769054.250000 Penalty: 4767.949219
	Iteration 69Q: 3 clusters Score -1769054 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1769064.500000 Penalty: 4767.949219
	Iteration 70Q: 3 clusters Score -1769064 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1769074.500000 Penalty: 4767.949219
	Iteration 71Q: 3 clusters Score -1769074 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1769082.375000 Penalty: 4767.949219
	Iteration 72Q: 3 clusters Score -1769082 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1769100.000000 Penalty: 4767.949219
	Iteration 73Q: 3 clusters Score -1769100 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1769109.125000 Penalty: 4767.949219
	Iteration 74Q: 3 clusters Score -1769109 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1769116.250000 Penalty: 4767.949219
	Iteration 75Q: 3 clusters Score -1769116 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1769120.250000 Penalty: 4767.949219
	Iteration 76Q: 3 clusters Score -1769120 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1769138.375000 Penalty: 4767.949219
	Iteration 77Q: 3 clusters Score -1769138 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1769139.750000 Penalty: 4767.949219
	Iteration 78Q: 3 clusters Score -1769140 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1769144.750000 Penalty: 4767.949219
	Iteration 79Q: 3 clusters Score -1769145 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1769151.250000 Penalty: 4767.949219
	Iteration 80F: 3 clusters Score -1769151 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1769158.875000 Penalty: 4767.949219
	Iteration 81Q: 3 clusters Score -1769159 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1769162.250000 Penalty: 4767.949219
	Iteration 82Q: 3 clusters Score -1769162 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1769168.250000 Penalty: 4767.949219
	Iteration 83Q: 3 clusters Score -1769168 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1769176.500000 Penalty: 4767.949219
	Iteration 84Q: 3 clusters Score -1769176 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1769181.250000 Penalty: 4767.949219
	Iteration 85Q: 3 clusters Score -1769181 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1769191.500000 Penalty: 4767.949219
	Iteration 86Q: 3 clusters Score -1769192 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1769199.875000 Penalty: 4767.949219
	Iteration 87Q: 3 clusters Score -1769200 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1769214.625000 Penalty: 4767.949219
	Iteration 88Q: 3 clusters Score -1769215 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1769224.000000 Penalty: 4767.949219
	Iteration 89Q: 3 clusters Score -1769224 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1769236.250000 Penalty: 4767.949219
	Iteration 90Q: 3 clusters Score -1769236 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1769241.000000 Penalty: 4767.949219
	Iteration 91Q: 3 clusters Score -1769241 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1769242.125000 Penalty: 4767.949219
	Iteration 92Q: 3 clusters Score -1769242 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1769256.625000 Penalty: 4767.949219
	Iteration 93Q: 3 clusters Score -1769257 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1769270.375000 Penalty: 4767.949219
	Iteration 94Q: 3 clusters Score -1769270 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1769273.500000 Penalty: 4767.949219
	Iteration 95Q: 3 clusters Score -1769274 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1769277.375000 Penalty: 4767.949219
	Iteration 96Q: 3 clusters Score -1769277 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1769282.500000 Penalty: 4767.949219
	Iteration 97Q: 3 clusters Score -1769282 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1769287.375000 Penalty: 4767.949219
	Iteration 98Q: 3 clusters Score -1769287 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1769295.375000 Penalty: 4767.949219
	Iteration 99Q: 3 clusters Score -1769295 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1769298.125000 Penalty: 4767.949219
	Iteration 100F: 3 clusters Score -1769298 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1769309.625000 Penalty: 4767.949219
	Iteration 101Q: 3 clusters Score -1769310 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1769314.875000 Penalty: 4767.949219
	Iteration 102Q: 3 clusters Score -1769315 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1769321.000000 Penalty: 4767.949219
	Iteration 103Q: 3 clusters Score -1769321 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1769331.000000 Penalty: 4767.949219
	Iteration 104Q: 3 clusters Score -1769331 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1769341.500000 Penalty: 4767.949219
	Iteration 105Q: 3 clusters Score -1769342 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1769352.250000 Penalty: 4767.949219
	Iteration 106Q: 3 clusters Score -1769352 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1769361.625000 Penalty: 4767.949219
	Iteration 107Q: 3 clusters Score -1769362 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1769377.625000 Penalty: 4767.949219
	Iteration 108Q: 3 clusters Score -1769378 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1769384.750000 Penalty: 4767.949219
	Iteration 109Q: 3 clusters Score -1769385 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1769396.125000 Penalty: 4767.949219
	Iteration 110Q: 3 clusters Score -1769396 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1769407.125000 Penalty: 4767.949219
	Iteration 111Q: 3 clusters Score -1769407 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1769418.125000 Penalty: 4767.949219
	Iteration 112Q: 3 clusters Score -1769418 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1769430.750000 Penalty: 4767.949219
	Iteration 113Q: 3 clusters Score -1769431 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1769431.500000 Penalty: 4767.949219
	Iteration 114Q: 3 clusters Score -1769432 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1769442.625000 Penalty: 4767.949219
	Iteration 115Q: 3 clusters Score -1769443 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1769446.250000 Penalty: 4767.949219
	Iteration 116Q: 3 clusters Score -1769446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1769450.625000 Penalty: 4767.949219
	Iteration 117Q: 3 clusters Score -1769451 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1769453.750000 Penalty: 4767.949219
	Iteration 118Q: 3 clusters Score -1769454 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1769461.250000 Penalty: 4767.949219
	Iteration 119Q: 3 clusters Score -1769461 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1769467.125000 Penalty: 4767.949219
	Iteration 120F: 3 clusters Score -1769467 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1769470.875000 Penalty: 4767.949219
	Iteration 121Q: 3 clusters Score -1769471 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1769478.125000 Penalty: 4767.949219
	Iteration 122Q: 3 clusters Score -1769478 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1769479.875000 Penalty: 4767.949219
	Iteration 123Q: 3 clusters Score -1769480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1769485.375000 Penalty: 4767.949219
	Iteration 124Q: 3 clusters Score -1769485 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1769492.125000 Penalty: 4767.949219
	Iteration 125Q: 3 clusters Score -1769492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1769493.500000 Penalty: 4767.949219
	Iteration 126Q: 3 clusters Score -1769494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1769495.375000 Penalty: 4767.949219
	Iteration 127Q: 3 clusters Score -1769495 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1769503.000000 Penalty: 4767.949219
	Iteration 128Q: 3 clusters Score -1769503 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1769513.375000 Penalty: 4767.949219
	Iteration 129Q: 3 clusters Score -1769513 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1769515.250000 Penalty: 4767.949219
	Iteration 130Q: 3 clusters Score -1769515 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1769519.625000 Penalty: 4767.949219
	Iteration 131Q: 3 clusters Score -1769520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1769522.250000 Penalty: 4767.949219
	Iteration 132Q: 3 clusters Score -1769522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1769524.750000 Penalty: 4767.949219
	Iteration 133Q: 3 clusters Score -1769525 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1769526.125000 Penalty: 4767.949219
	Iteration 134Q: 3 clusters Score -1769526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1769531.500000 Penalty: 4767.949219
	Iteration 135Q: 3 clusters Score -1769532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1769532.750000 Penalty: 4767.949219
	Iteration 136Q: 3 clusters Score -1769533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1769535.625000 Penalty: 4767.949219
	Iteration 137Q: 3 clusters Score -1769536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1769537.625000 Penalty: 4767.949219
	Iteration 138Q: 3 clusters Score -1769538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1769538.625000 Penalty: 4767.949219
	Iteration 139Q: 3 clusters Score -1769539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1769539.000000 Penalty: 4767.949219
	Iteration 140F: 3 clusters Score -1769539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1769538.250000 Penalty: 4767.949219
	Iteration 141Q: 3 clusters Score -1769538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1769536.000000 Penalty: 4767.949219
	Iteration 142Q: 3 clusters Score -1769536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1769535.125000 Penalty: 4767.949219
	Iteration 143Q: 3 clusters Score -1769535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1769536.625000 Penalty: 4767.949219
	Iteration 144Q: 3 clusters Score -1769537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1769538.375000 Penalty: 4767.949219
	Iteration 145Q: 3 clusters Score -1769538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1769540.750000 Penalty: 4767.949219
	Iteration 146Q: 3 clusters Score -1769541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1769543.375000 Penalty: 4767.949219
	Iteration 147Q: 3 clusters Score -1769543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1769546.875000 Penalty: 4767.949219
	Iteration 148Q: 3 clusters Score -1769547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1769544.750000 Penalty: 4767.949219
	Iteration 149Q: 3 clusters Score -1769545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1769543.750000 Penalty: 4767.949219
	Iteration 150Q: 3 clusters Score -1769544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1769543.750000 Penalty: 4767.949219
	Iteration 151Q: 3 clusters Score -1769544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1769544.000000 Penalty: 4767.949219
	Iteration 152Q: 3 clusters Score -1769544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1769543.750000 Penalty: 4767.949219
	Iteration 153Q: 3 clusters Score -1769544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1769546.500000 Penalty: 4767.949219
	Iteration 154Q: 3 clusters Score -1769546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1769554.125000 Penalty: 4767.949219
	Iteration 155Q: 3 clusters Score -1769554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1769549.750000 Penalty: 4767.949219
	Iteration 156Q: 3 clusters Score -1769550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1769554.375000 Penalty: 4767.949219
	Iteration 157Q: 3 clusters Score -1769554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1769555.750000 Penalty: 4767.949219
	Iteration 158Q: 3 clusters Score -1769556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1769557.625000 Penalty: 4767.949219
	Iteration 159Q: 3 clusters Score -1769558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1769558.625000 Penalty: 4767.949219
	Iteration 160F: 3 clusters Score -1769559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1769560.500000 Penalty: 4767.949219
	Iteration 161Q: 3 clusters Score -1769560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1769561.125000 Penalty: 4767.949219
	Iteration 162Q: 3 clusters Score -1769561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1769561.125000 Penalty: 4767.949219
	Iteration 163F: 3 clusters Score -1769561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (126260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126260 members 
Entering Unmasked Estep 
Score: -15379285.000000 Penalty: 2913.032471
	Iteration 0F: 2 clusters Score -1.537928e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63136 members 
Mstep: Class 2 contains 63124 members 
Entering Unmasked Estep 
Score: -15294661.000000 Penalty: 5826.064941
	Iteration 0F: 3 clusters Score -1.529466e+07 nChanged 59911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62807 members 
Mstep: Class 2 contains 63453 members 
Entering Unmasked Estep 
Score: -15329141.000000 Penalty: 5826.064941
	Iteration 1F: 3 clusters Score -1.532914e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62601 members 
Mstep: Class 2 contains 63659 members 
Entering Unmasked Estep 
Score: -15329825.000000 Penalty: 5826.064941
	Iteration 2Q: 3 clusters Score -1.532982e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62221 members 
Mstep: Class 2 contains 64039 members 
Entering Unmasked Estep 
Score: -15330651.000000 Penalty: 5826.064941
	Iteration 3Q: 3 clusters Score -1.533065e+07 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61645 members 
Mstep: Class 2 contains 64615 members 
Entering Unmasked Estep 
Score: -15331526.000000 Penalty: 5826.064941
	Iteration 4Q: 3 clusters Score -1.533153e+07 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60679 members 
Mstep: Class 2 contains 65581 members 
Entering Unmasked Estep 
Score: -15332695.000000 Penalty: 5826.064941
	Iteration 5Q: 3 clusters Score -1.53327e+07 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59133 members 
Mstep: Class 2 contains 67127 members 
Entering Unmasked Estep 
Score: -15334061.000000 Penalty: 5826.064941
	Iteration 6Q: 3 clusters Score -1.533406e+07 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56751 members 
Mstep: Class 2 contains 69509 members 
Entering Unmasked Estep 
Score: -15335695.000000 Penalty: 5826.064941
	Iteration 7Q: 3 clusters Score -1.53357e+07 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53437 members 
Mstep: Class 2 contains 72823 members 
Entering Unmasked Estep 
Score: -15337992.000000 Penalty: 5826.064941
	Iteration 8Q: 3 clusters Score -1.533799e+07 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49170 members 
Mstep: Class 2 contains 77090 members 
Entering Unmasked Estep 
Score: -15340931.000000 Penalty: 5826.064941
	Iteration 9F: 3 clusters Score -1.534093e+07 nChanged 7056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43890 members 
Mstep: Class 2 contains 82370 members 
Entering Unmasked Estep 
Score: -15344518.000000 Penalty: 5826.064941
	Iteration 10F: 3 clusters Score -1.534452e+07 nChanged 7290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37892 members 
Mstep: Class 2 contains 88368 members 
Entering Unmasked Estep 
Score: -15348445.000000 Penalty: 5826.064941
	Iteration 11F: 3 clusters Score -1.534844e+07 nChanged 7295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 94927 members 
Entering Unmasked Estep 
Score: -15352727.000000 Penalty: 5826.064941
	Iteration 12F: 3 clusters Score -1.535273e+07 nChanged 7027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 101686 members 
Entering Unmasked Estep 
Score: -15357353.000000 Penalty: 5826.064941
	Iteration 13F: 3 clusters Score -1.535735e+07 nChanged 6630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 108254 members 
Entering Unmasked Estep 
Score: -15362098.000000 Penalty: 5826.064941
	Iteration 14F: 3 clusters Score -1.53621e+07 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 114173 members 
Entering Unmasked Estep 
Score: -15366895.000000 Penalty: 5826.064941
	Iteration 15Q: 3 clusters Score -1.53669e+07 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 118893 members 
Entering Unmasked Estep 
Score: -15370674.000000 Penalty: 5826.064941
	Iteration 16Q: 3 clusters Score -1.537067e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 122242 members 
Entering Unmasked Estep 
Score: -15373653.000000 Penalty: 5826.064941
	Iteration 17Q: 3 clusters Score -1.537365e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 124252 members 
Entering Unmasked Estep 
Score: -15375301.000000 Penalty: 5826.064941
	Iteration 18Q: 3 clusters Score -1.53753e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 125161 members 
Entering Unmasked Estep 
Score: -15376052.000000 Penalty: 5826.064941
	Iteration 19Q: 3 clusters Score -1.537605e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 125524 members 
Entering Unmasked Estep 
Score: -15376356.000000 Penalty: 5826.064941
	Iteration 20F: 3 clusters Score -1.537636e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 125695 members 
Entering Unmasked Estep 
Score: -15376533.000000 Penalty: 5826.064941
	Iteration 21Q: 3 clusters Score -1.537653e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 125757 members 
Entering Unmasked Estep 
Score: -15376581.000000 Penalty: 5826.064941
	Iteration 22Q: 3 clusters Score -1.537658e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 125800 members 
Entering Unmasked Estep 
Score: -15376626.000000 Penalty: 5826.064941
	Iteration 23Q: 3 clusters Score -1.537663e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 125820 members 
Entering Unmasked Estep 
Score: -15376664.000000 Penalty: 5826.064941
	Iteration 24Q: 3 clusters Score -1.537666e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 125840 members 
Entering Unmasked Estep 
Score: -15376699.000000 Penalty: 5826.064941
	Iteration 25Q: 3 clusters Score -1.53767e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 125854 members 
Entering Unmasked Estep 
Score: -15376704.000000 Penalty: 5826.064941
	Iteration 26Q: 3 clusters Score -1.53767e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 125869 members 
Entering Unmasked Estep 
Score: -15376723.000000 Penalty: 5826.064941
	Iteration 27Q: 3 clusters Score -1.537672e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 125879 members 
Entering Unmasked Estep 
Score: -15376730.000000 Penalty: 5826.064941
	Iteration 28Q: 3 clusters Score -1.537673e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 125882 members 
Entering Unmasked Estep 
Score: -15376733.000000 Penalty: 5826.064941
	Iteration 29Q: 3 clusters Score -1.537673e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 125885 members 
Entering Unmasked Estep 
Score: -15376741.000000 Penalty: 5826.064941
	Iteration 30Q: 3 clusters Score -1.537674e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 125891 members 
Entering Unmasked Estep 
Score: -15376735.000000 Penalty: 5826.064941
	Iteration 31Q: 3 clusters Score -1.537674e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 125899 members 
Entering Unmasked Estep 
Score: -15376749.000000 Penalty: 5826.064941
	Iteration 32Q: 3 clusters Score -1.537675e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 125901 members 
Entering Unmasked Estep 
Score: -15376759.000000 Penalty: 5826.064941
	Iteration 33Q: 3 clusters Score -1.537676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 125902 members 
Entering Unmasked Estep 
Score: -15376761.000000 Penalty: 5826.064941
	Iteration 34Q: 3 clusters Score -1.537676e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 125902 members 
Entering Unmasked Estep 
Score: -15376761.000000 Penalty: 5826.064941
	Iteration 35F: 3 clusters Score -1.537676e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Entering Unmasked Estep 
Score: -1493867.750000 Penalty: 2336.369385
	Iteration 0F: 2 clusters Score -1493868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1484811.625000 Penalty: 4672.738770
	Iteration 0F: 3 clusters Score -1484812 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1487516.500000 Penalty: 4672.738770
	Iteration 1F: 3 clusters Score -1487516 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1487797.625000 Penalty: 4672.738770
	Iteration 2F: 3 clusters Score -1487798 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1488069.250000 Penalty: 4672.738770
	Iteration 3Q: 3 clusters Score -1488069 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1488342.500000 Penalty: 4672.738770
	Iteration 4Q: 3 clusters Score -1488342 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1488670.125000 Penalty: 4672.738770
	Iteration 5Q: 3 clusters Score -1488670 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1489057.875000 Penalty: 4672.738770
	Iteration 6F: 3 clusters Score -1489058 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1489575.125000 Penalty: 4672.738770
	Iteration 7F: 3 clusters Score -1489575 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1490177.500000 Penalty: 4672.738770
	Iteration 8F: 3 clusters Score -1490178 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1490838.750000 Penalty: 4672.738770
	Iteration 9F: 3 clusters Score -1490839 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1491339.750000 Penalty: 4672.738770
	Iteration 10Q: 3 clusters Score -1491340 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1491651.000000 Penalty: 4672.738770
	Iteration 11Q: 3 clusters Score -1491651 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1491828.000000 Penalty: 4672.738770
	Iteration 12Q: 3 clusters Score -1491828 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1491969.500000 Penalty: 4672.738770
	Iteration 13Q: 3 clusters Score -1491970 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1492073.125000 Penalty: 4672.738770
	Iteration 14Q: 3 clusters Score -1492073 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1492148.500000 Penalty: 4672.738770
	Iteration 15Q: 3 clusters Score -1492148 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1492203.375000 Penalty: 4672.738770
	Iteration 16Q: 3 clusters Score -1492203 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1492244.750000 Penalty: 4672.738770
	Iteration 17Q: 3 clusters Score -1492245 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1492274.500000 Penalty: 4672.738770
	Iteration 18Q: 3 clusters Score -1492274 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1492296.875000 Penalty: 4672.738770
	Iteration 19Q: 3 clusters Score -1492297 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1492311.000000 Penalty: 4672.738770
	Iteration 20F: 3 clusters Score -1492311 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1492320.875000 Penalty: 4672.738770
	Iteration 21Q: 3 clusters Score -1492321 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1492328.875000 Penalty: 4672.738770
	Iteration 22Q: 3 clusters Score -1492329 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1492336.875000 Penalty: 4672.738770
	Iteration 23Q: 3 clusters Score -1492337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1492343.375000 Penalty: 4672.738770
	Iteration 24Q: 3 clusters Score -1492343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1492341.750000 Penalty: 4672.738770
	Iteration 25Q: 3 clusters Score -1492342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1492344.875000 Penalty: 4672.738770
	Iteration 26Q: 3 clusters Score -1492345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1492344.875000 Penalty: 4672.738770
	Iteration 27F: 3 clusters Score -1492345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (200125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200125 members 
Entering Unmasked Estep 
Score: -24630736.000000 Penalty: 3027.260986
	Iteration 0F: 2 clusters Score -2.463074e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100226 members 
Mstep: Class 2 contains 99899 members 
Entering Unmasked Estep 
Score: -24499360.000000 Penalty: 6054.521973
	Iteration 0F: 3 clusters Score -2.449936e+07 nChanged 96089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101711 members 
Mstep: Class 2 contains 98414 members 
Entering Unmasked Estep 
Score: -24555618.000000 Penalty: 6054.521973
	Iteration 1F: 3 clusters Score -2.455562e+07 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102830 members 
Mstep: Class 2 contains 97295 members 
Entering Unmasked Estep 
Score: -24556302.000000 Penalty: 6054.521973
	Iteration 2Q: 3 clusters Score -2.45563e+07 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104491 members 
Mstep: Class 2 contains 95634 members 
Entering Unmasked Estep 
Score: -24557134.000000 Penalty: 6054.521973
	Iteration 3Q: 3 clusters Score -2.455713e+07 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107109 members 
Mstep: Class 2 contains 93016 members 
Entering Unmasked Estep 
Score: -24558134.000000 Penalty: 6054.521973
	Iteration 4Q: 3 clusters Score -2.455813e+07 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111075 members 
Mstep: Class 2 contains 89050 members 
Entering Unmasked Estep 
Score: -24560042.000000 Penalty: 6054.521973
	Iteration 5Q: 3 clusters Score -2.456004e+07 nChanged 7734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117285 members 
Mstep: Class 2 contains 82840 members 
Entering Unmasked Estep 
Score: -24563040.000000 Penalty: 6054.521973
	Iteration 6Q: 3 clusters Score -2.456304e+07 nChanged 10723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126658 members 
Mstep: Class 2 contains 73467 members 
Entering Unmasked Estep 
Score: -24569008.000000 Penalty: 6054.521973
	Iteration 7F: 3 clusters Score -2.456901e+07 nChanged 14460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139954 members 
Mstep: Class 2 contains 60171 members 
Entering Unmasked Estep 
Score: -24579024.000000 Penalty: 6054.521973
	Iteration 8F: 3 clusters Score -2.457902e+07 nChanged 17335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156251 members 
Mstep: Class 2 contains 43874 members 
Entering Unmasked Estep 
Score: -24594198.000000 Penalty: 6054.521973
	Iteration 9F: 3 clusters Score -2.45942e+07 nChanged 16313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171892 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -24609588.000000 Penalty: 6054.521973
	Iteration 10F: 3 clusters Score -2.460959e+07 nChanged 10822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182160 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -24620080.000000 Penalty: 6054.521973
	Iteration 11F: 3 clusters Score -2.462008e+07 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186816 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -24625672.000000 Penalty: 6054.521973
	Iteration 12Q: 3 clusters Score -2.462567e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188604 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -24628056.000000 Penalty: 6054.521973
	Iteration 13Q: 3 clusters Score -2.462806e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189396 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -24629022.000000 Penalty: 6054.521973
	Iteration 14Q: 3 clusters Score -2.462902e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189959 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -24629266.000000 Penalty: 6054.521973
	Iteration 15Q: 3 clusters Score -2.462927e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190430 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -24629294.000000 Penalty: 6054.521973
	Iteration 16Q: 3 clusters Score -2.462929e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190872 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -24629342.000000 Penalty: 6054.521973
	Iteration 17Q: 3 clusters Score -2.462934e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191272 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -24629370.000000 Penalty: 6054.521973
	Iteration 18Q: 3 clusters Score -2.462937e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191632 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -24629370.000000 Penalty: 6054.521973
	Iteration 19Q: 3 clusters Score -2.462937e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191964 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -24629460.000000 Penalty: 6054.521973
	Iteration 20F: 3 clusters Score -2.462946e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192282 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -24629462.000000 Penalty: 6054.521973
	Iteration 21Q: 3 clusters Score -2.462946e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192558 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -24629572.000000 Penalty: 6054.521973
	Iteration 22Q: 3 clusters Score -2.462957e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192807 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -24629654.000000 Penalty: 6054.521973
	Iteration 23Q: 3 clusters Score -2.462965e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193043 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -24629606.000000 Penalty: 6054.521973
	Iteration 24Q: 3 clusters Score -2.462961e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193301 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -24629582.000000 Penalty: 6054.521973
	Iteration 25Q: 3 clusters Score -2.462958e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193524 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -24629636.000000 Penalty: 6054.521973
	Iteration 26Q: 3 clusters Score -2.462964e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193726 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -24629684.000000 Penalty: 6054.521973
	Iteration 27Q: 3 clusters Score -2.462968e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193911 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -24629722.000000 Penalty: 6054.521973
	Iteration 28Q: 3 clusters Score -2.462972e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194095 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -24629708.000000 Penalty: 6054.521973
	Iteration 29Q: 3 clusters Score -2.462971e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194246 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -24629726.000000 Penalty: 6054.521973
	Iteration 30Q: 3 clusters Score -2.462973e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194381 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -24629672.000000 Penalty: 6054.521973
	Iteration 31Q: 3 clusters Score -2.462967e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194503 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -24629684.000000 Penalty: 6054.521973
	Iteration 32Q: 3 clusters Score -2.462968e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194623 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -24629680.000000 Penalty: 6054.521973
	Iteration 33Q: 3 clusters Score -2.462968e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194742 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -24629704.000000 Penalty: 6054.521973
	Iteration 34Q: 3 clusters Score -2.46297e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194862 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -24629702.000000 Penalty: 6054.521973
	Iteration 35Q: 3 clusters Score -2.46297e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194956 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -24629708.000000 Penalty: 6054.521973
	Iteration 36Q: 3 clusters Score -2.462971e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195040 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -24629716.000000 Penalty: 6054.521973
	Iteration 37Q: 3 clusters Score -2.462972e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195107 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -24629714.000000 Penalty: 6054.521973
	Iteration 38Q: 3 clusters Score -2.462971e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195187 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -24629698.000000 Penalty: 6054.521973
	Iteration 39Q: 3 clusters Score -2.46297e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195252 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -24629704.000000 Penalty: 6054.521973
	Iteration 40F: 3 clusters Score -2.46297e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195300 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -24629724.000000 Penalty: 6054.521973
	Iteration 41Q: 3 clusters Score -2.462972e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195358 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -24629712.000000 Penalty: 6054.521973
	Iteration 42Q: 3 clusters Score -2.462971e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195409 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -24629716.000000 Penalty: 6054.521973
	Iteration 43Q: 3 clusters Score -2.462972e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195469 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -24629706.000000 Penalty: 6054.521973
	Iteration 44Q: 3 clusters Score -2.462971e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195534 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -24629718.000000 Penalty: 6054.521973
	Iteration 45Q: 3 clusters Score -2.462972e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195598 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -24629724.000000 Penalty: 6054.521973
	Iteration 46Q: 3 clusters Score -2.462972e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195644 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -24629714.000000 Penalty: 6054.521973
	Iteration 47Q: 3 clusters Score -2.462971e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195692 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -24629704.000000 Penalty: 6054.521973
	Iteration 48Q: 3 clusters Score -2.46297e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195736 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -24629716.000000 Penalty: 6054.521973
	Iteration 49Q: 3 clusters Score -2.462972e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195770 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -24629694.000000 Penalty: 6054.521973
	Iteration 50Q: 3 clusters Score -2.462969e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195800 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -24629694.000000 Penalty: 6054.521973
	Iteration 51Q: 3 clusters Score -2.462969e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195826 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -24629726.000000 Penalty: 6054.521973
	Iteration 52Q: 3 clusters Score -2.462973e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195849 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -24629712.000000 Penalty: 6054.521973
	Iteration 53Q: 3 clusters Score -2.462971e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195871 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -24629716.000000 Penalty: 6054.521973
	Iteration 54Q: 3 clusters Score -2.462972e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195896 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -24629710.000000 Penalty: 6054.521973
	Iteration 55Q: 3 clusters Score -2.462971e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195923 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -24629708.000000 Penalty: 6054.521973
	Iteration 56Q: 3 clusters Score -2.462971e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195945 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -24629724.000000 Penalty: 6054.521973
	Iteration 57Q: 3 clusters Score -2.462972e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195967 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -24629706.000000 Penalty: 6054.521973
	Iteration 58Q: 3 clusters Score -2.462971e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195993 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -24629720.000000 Penalty: 6054.521973
	Iteration 59Q: 3 clusters Score -2.462972e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196011 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -24629686.000000 Penalty: 6054.521973
	Iteration 60F: 3 clusters Score -2.462969e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196024 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -24629708.000000 Penalty: 6054.521973
	Iteration 61Q: 3 clusters Score -2.462971e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196040 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -24629688.000000 Penalty: 6054.521973
	Iteration 62Q: 3 clusters Score -2.462969e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196055 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -24629696.000000 Penalty: 6054.521973
	Iteration 63Q: 3 clusters Score -2.46297e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196069 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -24629698.000000 Penalty: 6054.521973
	Iteration 64Q: 3 clusters Score -2.46297e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196079 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -24629704.000000 Penalty: 6054.521973
	Iteration 65Q: 3 clusters Score -2.46297e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196087 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -24629696.000000 Penalty: 6054.521973
	Iteration 66Q: 3 clusters Score -2.46297e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196097 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -24629702.000000 Penalty: 6054.521973
	Iteration 67Q: 3 clusters Score -2.46297e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196105 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -24629686.000000 Penalty: 6054.521973
	Iteration 68Q: 3 clusters Score -2.462969e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196111 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -24629688.000000 Penalty: 6054.521973
	Iteration 69Q: 3 clusters Score -2.462969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196112 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -24629688.000000 Penalty: 6054.521973
	Iteration 70Q: 3 clusters Score -2.462969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196113 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -24629688.000000 Penalty: 6054.521973
	Iteration 71Q: 3 clusters Score -2.462969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196113 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -24629688.000000 Penalty: 6054.521973
	Iteration 72Q: 3 clusters Score -2.462969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196114 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -24629672.000000 Penalty: 6054.521973
	Iteration 73Q: 3 clusters Score -2.462967e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196115 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -24629688.000000 Penalty: 6054.521973
	Iteration 74Q: 3 clusters Score -2.462969e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196115 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -24629688.000000 Penalty: 6054.521973
	Iteration 75F: 3 clusters Score -2.462969e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (212384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212384 members 
Entering Unmasked Estep 
Score: -25355128.000000 Penalty: 3042.005615
	Iteration 0F: 2 clusters Score -2.535513e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105955 members 
Mstep: Class 2 contains 106429 members 
Entering Unmasked Estep 
Score: -25213760.000000 Penalty: 6084.011230
	Iteration 0F: 3 clusters Score -2.521376e+07 nChanged 102094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101065 members 
Mstep: Class 2 contains 111319 members 
Entering Unmasked Estep 
Score: -25274012.000000 Penalty: 6084.011230
	Iteration 1F: 3 clusters Score -2.527401e+07 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97580 members 
Mstep: Class 2 contains 114804 members 
Entering Unmasked Estep 
Score: -25275552.000000 Penalty: 6084.011230
	Iteration 2Q: 3 clusters Score -2.527555e+07 nChanged 7493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92165 members 
Mstep: Class 2 contains 120219 members 
Entering Unmasked Estep 
Score: -25277762.000000 Penalty: 6084.011230
	Iteration 3Q: 3 clusters Score -2.527776e+07 nChanged 9325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83996 members 
Mstep: Class 2 contains 128388 members 
Entering Unmasked Estep 
Score: -25281584.000000 Penalty: 6084.011230
	Iteration 4Q: 3 clusters Score -2.528158e+07 nChanged 12370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72232 members 
Mstep: Class 2 contains 140152 members 
Entering Unmasked Estep 
Score: -25288060.000000 Penalty: 6084.011230
	Iteration 5F: 3 clusters Score -2.528806e+07 nChanged 16286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56198 members 
Mstep: Class 2 contains 156186 members 
Entering Unmasked Estep 
Score: -25299672.000000 Penalty: 6084.011230
	Iteration 6F: 3 clusters Score -2.529967e+07 nChanged 19094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 175202 members 
Entering Unmasked Estep 
Score: -25317076.000000 Penalty: 6084.011230
	Iteration 7F: 3 clusters Score -2.531708e+07 nChanged 17869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 193057 members 
Entering Unmasked Estep 
Score: -25334782.000000 Penalty: 6084.011230
	Iteration 8F: 3 clusters Score -2.533478e+07 nChanged 11729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 204782 members 
Entering Unmasked Estep 
Score: -25345956.000000 Penalty: 6084.011230
	Iteration 9F: 3 clusters Score -2.534596e+07 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 209959 members 
Entering Unmasked Estep 
Score: -25350588.000000 Penalty: 6084.011230
	Iteration 10Q: 3 clusters Score -2.535059e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 211535 members 
Entering Unmasked Estep 
Score: -25351910.000000 Penalty: 6084.011230
	Iteration 11Q: 3 clusters Score -2.535191e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 211944 members 
Entering Unmasked Estep 
Score: -25352236.000000 Penalty: 6084.011230
	Iteration 12Q: 3 clusters Score -2.535224e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 212052 members 
Entering Unmasked Estep 
Score: -25352352.000000 Penalty: 6084.011230
	Iteration 13Q: 3 clusters Score -2.535235e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 212092 members 
Entering Unmasked Estep 
Score: -25352424.000000 Penalty: 6084.011230
	Iteration 14Q: 3 clusters Score -2.535242e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 212117 members 
Entering Unmasked Estep 
Score: -25352462.000000 Penalty: 6084.011230
	Iteration 15Q: 3 clusters Score -2.535246e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 212130 members 
Entering Unmasked Estep 
Score: -25352514.000000 Penalty: 6084.011230
	Iteration 16Q: 3 clusters Score -2.535251e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 212133 members 
Entering Unmasked Estep 
Score: -25352516.000000 Penalty: 6084.011230
	Iteration 17Q: 3 clusters Score -2.535252e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 212137 members 
Entering Unmasked Estep 
Score: -25352536.000000 Penalty: 6084.011230
	Iteration 18Q: 3 clusters Score -2.535254e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 212137 members 
Entering Unmasked Estep 
Score: -25352536.000000 Penalty: 6084.011230
	Iteration 19F: 3 clusters Score -2.535254e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Entering Unmasked Estep 
Score: -1519312.750000 Penalty: 2342.168213
	Iteration 0F: 2 clusters Score -1519313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1510022.750000 Penalty: 4684.336426
	Iteration 0F: 3 clusters Score -1510023 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1512835.750000 Penalty: 4684.336426
	Iteration 1F: 3 clusters Score -1512836 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1513173.250000 Penalty: 4684.336426
	Iteration 2F: 3 clusters Score -1513173 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1513418.500000 Penalty: 4684.336426
	Iteration 3Q: 3 clusters Score -1513418 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1513599.625000 Penalty: 4684.336426
	Iteration 4Q: 3 clusters Score -1513600 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1513733.250000 Penalty: 4684.336426
	Iteration 5Q: 3 clusters Score -1513733 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1513839.250000 Penalty: 4684.336426
	Iteration 6Q: 3 clusters Score -1513839 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1513941.250000 Penalty: 4684.336426
	Iteration 7Q: 3 clusters Score -1513941 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1514028.375000 Penalty: 4684.336426
	Iteration 8Q: 3 clusters Score -1514028 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1514113.750000 Penalty: 4684.336426
	Iteration 9Q: 3 clusters Score -1514114 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1514224.125000 Penalty: 4684.336426
	Iteration 10Q: 3 clusters Score -1514224 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1514335.375000 Penalty: 4684.336426
	Iteration 11Q: 3 clusters Score -1514335 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1514461.625000 Penalty: 4684.336426
	Iteration 12Q: 3 clusters Score -1514462 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1514593.375000 Penalty: 4684.336426
	Iteration 13Q: 3 clusters Score -1514593 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1514713.500000 Penalty: 4684.336426
	Iteration 14Q: 3 clusters Score -1514714 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1514825.500000 Penalty: 4684.336426
	Iteration 15Q: 3 clusters Score -1514826 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1514928.500000 Penalty: 4684.336426
	Iteration 16Q: 3 clusters Score -1514928 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1515046.000000 Penalty: 4684.336426
	Iteration 17Q: 3 clusters Score -1515046 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1515176.500000 Penalty: 4684.336426
	Iteration 18Q: 3 clusters Score -1515176 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1515308.500000 Penalty: 4684.336426
	Iteration 19Q: 3 clusters Score -1515308 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1515472.875000 Penalty: 4684.336426
	Iteration 20F: 3 clusters Score -1515473 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1515652.625000 Penalty: 4684.336426
	Iteration 21Q: 3 clusters Score -1515653 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1515825.500000 Penalty: 4684.336426
	Iteration 22Q: 3 clusters Score -1515826 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1516000.750000 Penalty: 4684.336426
	Iteration 23Q: 3 clusters Score -1516001 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1516192.125000 Penalty: 4684.336426
	Iteration 24Q: 3 clusters Score -1516192 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1516375.875000 Penalty: 4684.336426
	Iteration 25Q: 3 clusters Score -1516376 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1516557.125000 Penalty: 4684.336426
	Iteration 26Q: 3 clusters Score -1516557 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1516741.125000 Penalty: 4684.336426
	Iteration 27Q: 3 clusters Score -1516741 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1516871.625000 Penalty: 4684.336426
	Iteration 28Q: 3 clusters Score -1516872 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1516967.500000 Penalty: 4684.336426
	Iteration 29Q: 3 clusters Score -1516968 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1517041.750000 Penalty: 4684.336426
	Iteration 30Q: 3 clusters Score -1517042 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1517083.625000 Penalty: 4684.336426
	Iteration 31Q: 3 clusters Score -1517084 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1517122.750000 Penalty: 4684.336426
	Iteration 32Q: 3 clusters Score -1517123 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1517158.750000 Penalty: 4684.336426
	Iteration 33Q: 3 clusters Score -1517159 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1517186.125000 Penalty: 4684.336426
	Iteration 34Q: 3 clusters Score -1517186 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1517206.125000 Penalty: 4684.336426
	Iteration 35Q: 3 clusters Score -1517206 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1517226.500000 Penalty: 4684.336426
	Iteration 36Q: 3 clusters Score -1517226 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1517250.500000 Penalty: 4684.336426
	Iteration 37Q: 3 clusters Score -1517250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -1517261.250000 Penalty: 4684.336426
	Iteration 38Q: 3 clusters Score -1517261 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1517276.125000 Penalty: 4684.336426
	Iteration 39Q: 3 clusters Score -1517276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -1517283.375000 Penalty: 4684.336426
	Iteration 40F: 3 clusters Score -1517283 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1517297.125000 Penalty: 4684.336426
	Iteration 41Q: 3 clusters Score -1517297 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1517308.500000 Penalty: 4684.336426
	Iteration 42Q: 3 clusters Score -1517308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -1517318.625000 Penalty: 4684.336426
	Iteration 43Q: 3 clusters Score -1517319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1517322.000000 Penalty: 4684.336426
	Iteration 44Q: 3 clusters Score -1517322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -1517330.750000 Penalty: 4684.336426
	Iteration 45Q: 3 clusters Score -1517331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1517334.750000 Penalty: 4684.336426
	Iteration 46Q: 3 clusters Score -1517335 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1517342.125000 Penalty: 4684.336426
	Iteration 47Q: 3 clusters Score -1517342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -1517344.875000 Penalty: 4684.336426
	Iteration 48Q: 3 clusters Score -1517345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -1517350.000000 Penalty: 4684.336426
	Iteration 49Q: 3 clusters Score -1517350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1517350.000000 Penalty: 4684.336426
	Iteration 50Q: 3 clusters Score -1517350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -1517350.250000 Penalty: 4684.336426
	Iteration 51Q: 3 clusters Score -1517350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1517352.375000 Penalty: 4684.336426
	Iteration 52Q: 3 clusters Score -1517352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1517352.375000 Penalty: 4684.336426
	Iteration 53F: 3 clusters Score -1517352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (326211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326211 members 
Entering Unmasked Estep 
Score: -39668880.000000 Penalty: 3148.434326
	Iteration 0F: 2 clusters Score -3.966888e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162916 members 
Mstep: Class 2 contains 163295 members 
Entering Unmasked Estep 
Score: -39483588.000000 Penalty: 6296.868652
	Iteration 0F: 3 clusters Score -3.948359e+07 nChanged 158073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159663 members 
Mstep: Class 2 contains 166548 members 
Entering Unmasked Estep 
Score: -39576888.000000 Penalty: 6296.868652
	Iteration 1F: 3 clusters Score -3.957689e+07 nChanged 8042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158521 members 
Mstep: Class 2 contains 167690 members 
Entering Unmasked Estep 
Score: -39578420.000000 Penalty: 6296.868652
	Iteration 2Q: 3 clusters Score -3.957842e+07 nChanged 8561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156982 members 
Mstep: Class 2 contains 169229 members 
Entering Unmasked Estep 
Score: -39580040.000000 Penalty: 6296.868652
	Iteration 3Q: 3 clusters Score -3.958004e+07 nChanged 9777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154923 members 
Mstep: Class 2 contains 171288 members 
Entering Unmasked Estep 
Score: -39582820.000000 Penalty: 6296.868652
	Iteration 4Q: 3 clusters Score -3.958282e+07 nChanged 11539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151840 members 
Mstep: Class 2 contains 174371 members 
Entering Unmasked Estep 
Score: -39586652.000000 Penalty: 6296.868652
	Iteration 5Q: 3 clusters Score -3.958665e+07 nChanged 14056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147560 members 
Mstep: Class 2 contains 178651 members 
Entering Unmasked Estep 
Score: -39592164.000000 Penalty: 6296.868652
	Iteration 6Q: 3 clusters Score -3.959216e+07 nChanged 16041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141801 members 
Mstep: Class 2 contains 184410 members 
Entering Unmasked Estep 
Score: -39599456.000000 Penalty: 6296.868652
	Iteration 7Q: 3 clusters Score -3.959946e+07 nChanged 17775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134338 members 
Mstep: Class 2 contains 191873 members 
Entering Unmasked Estep 
Score: -39607728.000000 Penalty: 6296.868652
	Iteration 8F: 3 clusters Score -3.960773e+07 nChanged 18036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125612 members 
Mstep: Class 2 contains 200599 members 
Entering Unmasked Estep 
Score: -39616228.000000 Penalty: 6296.868652
	Iteration 9F: 3 clusters Score -3.961623e+07 nChanged 16798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116710 members 
Mstep: Class 2 contains 209501 members 
Entering Unmasked Estep 
Score: -39622872.000000 Penalty: 6296.868652
	Iteration 10F: 3 clusters Score -3.962287e+07 nChanged 14650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108340 members 
Mstep: Class 2 contains 217871 members 
Entering Unmasked Estep 
Score: -39628296.000000 Penalty: 6296.868652
	Iteration 11Q: 3 clusters Score -3.96283e+07 nChanged 12617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101183 members 
Mstep: Class 2 contains 225028 members 
Entering Unmasked Estep 
Score: -39632048.000000 Penalty: 6296.868652
	Iteration 12Q: 3 clusters Score -3.963205e+07 nChanged 10860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95497 members 
Mstep: Class 2 contains 230714 members 
Entering Unmasked Estep 
Score: -39635016.000000 Penalty: 6296.868652
	Iteration 13Q: 3 clusters Score -3.963502e+07 nChanged 9407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91578 members 
Mstep: Class 2 contains 234633 members 
Entering Unmasked Estep 
Score: -39636944.000000 Penalty: 6296.868652
	Iteration 14Q: 3 clusters Score -3.963694e+07 nChanged 8357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89649 members 
Mstep: Class 2 contains 236562 members 
Entering Unmasked Estep 
Score: -39638784.000000 Penalty: 6296.868652
	Iteration 15Q: 3 clusters Score -3.963878e+07 nChanged 7651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89570 members 
Mstep: Class 2 contains 236641 members 
Entering Unmasked Estep 
Score: -39640204.000000 Penalty: 6296.868652
	Iteration 16Q: 3 clusters Score -3.96402e+07 nChanged 7040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90786 members 
Mstep: Class 2 contains 235425 members 
Entering Unmasked Estep 
Score: -39641136.000000 Penalty: 6296.868652
	Iteration 17Q: 3 clusters Score -3.964114e+07 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92925 members 
Mstep: Class 2 contains 233286 members 
Entering Unmasked Estep 
Score: -39641480.000000 Penalty: 6296.868652
	Iteration 18Q: 3 clusters Score -3.964148e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95640 members 
Mstep: Class 2 contains 230571 members 
Entering Unmasked Estep 
Score: -39641636.000000 Penalty: 6296.868652
	Iteration 19Q: 3 clusters Score -3.964164e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98632 members 
Mstep: Class 2 contains 227579 members 
Entering Unmasked Estep 
Score: -39641716.000000 Penalty: 6296.868652
	Iteration 20F: 3 clusters Score -3.964172e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101759 members 
Mstep: Class 2 contains 224452 members 
Entering Unmasked Estep 
Score: -39641548.000000 Penalty: 6296.868652
	Iteration 21Q: 3 clusters Score -3.964155e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104756 members 
Mstep: Class 2 contains 221455 members 
Entering Unmasked Estep 
Score: -39641508.000000 Penalty: 6296.868652
	Iteration 22Q: 3 clusters Score -3.964151e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107819 members 
Mstep: Class 2 contains 218392 members 
Entering Unmasked Estep 
Score: -39641612.000000 Penalty: 6296.868652
	Iteration 23Q: 3 clusters Score -3.964161e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111052 members 
Mstep: Class 2 contains 215159 members 
Entering Unmasked Estep 
Score: -39641944.000000 Penalty: 6296.868652
	Iteration 24Q: 3 clusters Score -3.964194e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114313 members 
Mstep: Class 2 contains 211898 members 
Entering Unmasked Estep 
Score: -39642164.000000 Penalty: 6296.868652
	Iteration 25Q: 3 clusters Score -3.964216e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117351 members 
Mstep: Class 2 contains 208860 members 
Entering Unmasked Estep 
Score: -39642324.000000 Penalty: 6296.868652
	Iteration 26Q: 3 clusters Score -3.964232e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120403 members 
Mstep: Class 2 contains 205808 members 
Entering Unmasked Estep 
Score: -39642568.000000 Penalty: 6296.868652
	Iteration 27Q: 3 clusters Score -3.964257e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123346 members 
Mstep: Class 2 contains 202865 members 
Entering Unmasked Estep 
Score: -39642756.000000 Penalty: 6296.868652
	Iteration 28Q: 3 clusters Score -3.964276e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126232 members 
Mstep: Class 2 contains 199979 members 
Entering Unmasked Estep 
Score: -39643012.000000 Penalty: 6296.868652
	Iteration 29Q: 3 clusters Score -3.964301e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129151 members 
Mstep: Class 2 contains 197060 members 
Entering Unmasked Estep 
Score: -39643104.000000 Penalty: 6296.868652
	Iteration 30Q: 3 clusters Score -3.96431e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132019 members 
Mstep: Class 2 contains 194192 members 
Entering Unmasked Estep 
Score: -39643256.000000 Penalty: 6296.868652
	Iteration 31Q: 3 clusters Score -3.964326e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134832 members 
Mstep: Class 2 contains 191379 members 
Entering Unmasked Estep 
Score: -39643220.000000 Penalty: 6296.868652
	Iteration 32Q: 3 clusters Score -3.964322e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137631 members 
Mstep: Class 2 contains 188580 members 
Entering Unmasked Estep 
Score: -39643248.000000 Penalty: 6296.868652
	Iteration 33Q: 3 clusters Score -3.964325e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140491 members 
Mstep: Class 2 contains 185720 members 
Entering Unmasked Estep 
Score: -39643356.000000 Penalty: 6296.868652
	Iteration 34Q: 3 clusters Score -3.964336e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143355 members 
Mstep: Class 2 contains 182856 members 
Entering Unmasked Estep 
Score: -39643612.000000 Penalty: 6296.868652
	Iteration 35Q: 3 clusters Score -3.964361e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146148 members 
Mstep: Class 2 contains 180063 members 
Entering Unmasked Estep 
Score: -39643952.000000 Penalty: 6296.868652
	Iteration 36Q: 3 clusters Score -3.964395e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148846 members 
Mstep: Class 2 contains 177365 members 
Entering Unmasked Estep 
Score: -39644204.000000 Penalty: 6296.868652
	Iteration 37Q: 3 clusters Score -3.96442e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151319 members 
Mstep: Class 2 contains 174892 members 
Entering Unmasked Estep 
Score: -39644508.000000 Penalty: 6296.868652
	Iteration 38Q: 3 clusters Score -3.964451e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153703 members 
Mstep: Class 2 contains 172508 members 
Entering Unmasked Estep 
Score: -39644768.000000 Penalty: 6296.868652
	Iteration 39Q: 3 clusters Score -3.964477e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155967 members 
Mstep: Class 2 contains 170244 members 
Entering Unmasked Estep 
Score: -39644884.000000 Penalty: 6296.868652
	Iteration 40F: 3 clusters Score -3.964488e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158047 members 
Mstep: Class 2 contains 168164 members 
Entering Unmasked Estep 
Score: -39645044.000000 Penalty: 6296.868652
	Iteration 41Q: 3 clusters Score -3.964504e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160066 members 
Mstep: Class 2 contains 166145 members 
Entering Unmasked Estep 
Score: -39645368.000000 Penalty: 6296.868652
	Iteration 42Q: 3 clusters Score -3.964537e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162415 members 
Mstep: Class 2 contains 163796 members 
Entering Unmasked Estep 
Score: -39645652.000000 Penalty: 6296.868652
	Iteration 43Q: 3 clusters Score -3.964565e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165022 members 
Mstep: Class 2 contains 161189 members 
Entering Unmasked Estep 
Score: -39645752.000000 Penalty: 6296.868652
	Iteration 44Q: 3 clusters Score -3.964575e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167956 members 
Mstep: Class 2 contains 158255 members 
Entering Unmasked Estep 
Score: -39645912.000000 Penalty: 6296.868652
	Iteration 45Q: 3 clusters Score -3.964591e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171084 members 
Mstep: Class 2 contains 155127 members 
Entering Unmasked Estep 
Score: -39646580.000000 Penalty: 6296.868652
	Iteration 46Q: 3 clusters Score -3.964658e+07 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175604 members 
Mstep: Class 2 contains 150607 members 
Entering Unmasked Estep 
Score: -39647004.000000 Penalty: 6296.868652
	Iteration 47Q: 3 clusters Score -3.9647e+07 nChanged 6438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182030 members 
Mstep: Class 2 contains 144181 members 
Entering Unmasked Estep 
Score: -39647568.000000 Penalty: 6296.868652
	Iteration 48Q: 3 clusters Score -3.964757e+07 nChanged 8653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190675 members 
Mstep: Class 2 contains 135536 members 
Entering Unmasked Estep 
Score: -39648628.000000 Penalty: 6296.868652
	Iteration 49Q: 3 clusters Score -3.964863e+07 nChanged 11404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202049 members 
Mstep: Class 2 contains 124162 members 
Entering Unmasked Estep 
Score: -39649336.000000 Penalty: 6296.868652
	Iteration 50Q: 3 clusters Score -3.964934e+07 nChanged 14539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216536 members 
Mstep: Class 2 contains 109675 members 
Entering Unmasked Estep 
Score: -39650688.000000 Penalty: 6296.868652
	Iteration 51Q: 3 clusters Score -3.965069e+07 nChanged 16404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232750 members 
Mstep: Class 2 contains 93461 members 
Entering Unmasked Estep 
Score: -39652880.000000 Penalty: 6296.868652
	Iteration 52F: 3 clusters Score -3.965288e+07 nChanged 16397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248679 members 
Mstep: Class 2 contains 77532 members 
Entering Unmasked Estep 
Score: -39655588.000000 Penalty: 6296.868652
	Iteration 53F: 3 clusters Score -3.965559e+07 nChanged 14578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262563 members 
Mstep: Class 2 contains 63648 members 
Entering Unmasked Estep 
Score: -39658528.000000 Penalty: 6296.868652
	Iteration 54Q: 3 clusters Score -3.965853e+07 nChanged 11609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273248 members 
Mstep: Class 2 contains 52963 members 
Entering Unmasked Estep 
Score: -39661072.000000 Penalty: 6296.868652
	Iteration 55Q: 3 clusters Score -3.966107e+07 nChanged 8745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281007 members 
Mstep: Class 2 contains 45204 members 
Entering Unmasked Estep 
Score: -39662572.000000 Penalty: 6296.868652
	Iteration 56Q: 3 clusters Score -3.966257e+07 nChanged 6664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286809 members 
Mstep: Class 2 contains 39402 members 
Entering Unmasked Estep 
Score: -39663916.000000 Penalty: 6296.868652
	Iteration 57Q: 3 clusters Score -3.966392e+07 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291322 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -39664532.000000 Penalty: 6296.868652
	Iteration 58Q: 3 clusters Score -3.966453e+07 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294923 members 
Mstep: Class 2 contains 31288 members 
Entering Unmasked Estep 
Score: -39665092.000000 Penalty: 6296.868652
	Iteration 59Q: 3 clusters Score -3.966509e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297788 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -39665480.000000 Penalty: 6296.868652
	Iteration 60F: 3 clusters Score -3.966548e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300199 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -39665860.000000 Penalty: 6296.868652
	Iteration 61Q: 3 clusters Score -3.966586e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302222 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -39666116.000000 Penalty: 6296.868652
	Iteration 62Q: 3 clusters Score -3.966612e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303893 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -39666472.000000 Penalty: 6296.868652
	Iteration 63Q: 3 clusters Score -3.966647e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305362 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -39666684.000000 Penalty: 6296.868652
	Iteration 64Q: 3 clusters Score -3.966668e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306644 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -39666952.000000 Penalty: 6296.868652
	Iteration 65Q: 3 clusters Score -3.966695e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307761 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -39667188.000000 Penalty: 6296.868652
	Iteration 66Q: 3 clusters Score -3.966719e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308751 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -39667388.000000 Penalty: 6296.868652
	Iteration 67Q: 3 clusters Score -3.966739e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309663 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -39667616.000000 Penalty: 6296.868652
	Iteration 68Q: 3 clusters Score -3.966762e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310539 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -39667588.000000 Penalty: 6296.868652
	Iteration 69Q: 3 clusters Score -3.966759e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311324 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -39667652.000000 Penalty: 6296.868652
	Iteration 70Q: 3 clusters Score -3.966765e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312017 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -39667888.000000 Penalty: 6296.868652
	Iteration 71Q: 3 clusters Score -3.966789e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312613 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -39668000.000000 Penalty: 6296.868652
	Iteration 72Q: 3 clusters Score -3.9668e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313122 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -39668084.000000 Penalty: 6296.868652
	Iteration 73Q: 3 clusters Score -3.966808e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313559 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -39668084.000000 Penalty: 6296.868652
	Iteration 74Q: 3 clusters Score -3.966808e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313969 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -39668168.000000 Penalty: 6296.868652
	Iteration 75Q: 3 clusters Score -3.966817e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314345 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -39668224.000000 Penalty: 6296.868652
	Iteration 76Q: 3 clusters Score -3.966822e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314697 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -39668308.000000 Penalty: 6296.868652
	Iteration 77Q: 3 clusters Score -3.966831e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315034 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -39668260.000000 Penalty: 6296.868652
	Iteration 78Q: 3 clusters Score -3.966826e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315306 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -39668196.000000 Penalty: 6296.868652
	Iteration 79Q: 3 clusters Score -3.96682e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315553 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -39668232.000000 Penalty: 6296.868652
	Iteration 80F: 3 clusters Score -3.966823e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315769 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -39668252.000000 Penalty: 6296.868652
	Iteration 81Q: 3 clusters Score -3.966825e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315982 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -39668272.000000 Penalty: 6296.868652
	Iteration 82Q: 3 clusters Score -3.966827e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316176 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -39668316.000000 Penalty: 6296.868652
	Iteration 83Q: 3 clusters Score -3.966832e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316352 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -39668312.000000 Penalty: 6296.868652
	Iteration 84Q: 3 clusters Score -3.966831e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316502 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -39668344.000000 Penalty: 6296.868652
	Iteration 85Q: 3 clusters Score -3.966834e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316622 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -39668324.000000 Penalty: 6296.868652
	Iteration 86Q: 3 clusters Score -3.966832e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316743 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -39668280.000000 Penalty: 6296.868652
	Iteration 87Q: 3 clusters Score -3.966828e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316830 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -39668276.000000 Penalty: 6296.868652
	Iteration 88Q: 3 clusters Score -3.966828e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316911 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -39668220.000000 Penalty: 6296.868652
	Iteration 89Q: 3 clusters Score -3.966822e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316981 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -39668256.000000 Penalty: 6296.868652
	Iteration 90Q: 3 clusters Score -3.966826e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317054 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -39668308.000000 Penalty: 6296.868652
	Iteration 91Q: 3 clusters Score -3.966831e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317129 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -39668336.000000 Penalty: 6296.868652
	Iteration 92Q: 3 clusters Score -3.966834e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317182 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -39668340.000000 Penalty: 6296.868652
	Iteration 93Q: 3 clusters Score -3.966834e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317238 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -39668376.000000 Penalty: 6296.868652
	Iteration 94Q: 3 clusters Score -3.966838e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317297 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -39668396.000000 Penalty: 6296.868652
	Iteration 95Q: 3 clusters Score -3.96684e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317342 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -39668376.000000 Penalty: 6296.868652
	Iteration 96Q: 3 clusters Score -3.966838e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317387 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -39668328.000000 Penalty: 6296.868652
	Iteration 97Q: 3 clusters Score -3.966833e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317426 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -39668300.000000 Penalty: 6296.868652
	Iteration 98Q: 3 clusters Score -3.96683e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317457 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -39668316.000000 Penalty: 6296.868652
	Iteration 99Q: 3 clusters Score -3.966832e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317487 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -39668332.000000 Penalty: 6296.868652
	Iteration 100F: 3 clusters Score -3.966833e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317516 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -39668316.000000 Penalty: 6296.868652
	Iteration 101Q: 3 clusters Score -3.966832e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317540 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -39668324.000000 Penalty: 6296.868652
	Iteration 102Q: 3 clusters Score -3.966832e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317564 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -39668328.000000 Penalty: 6296.868652
	Iteration 103Q: 3 clusters Score -3.966833e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317591 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -39668336.000000 Penalty: 6296.868652
	Iteration 104Q: 3 clusters Score -3.966834e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317613 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -39668356.000000 Penalty: 6296.868652
	Iteration 105Q: 3 clusters Score -3.966836e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317637 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -39668328.000000 Penalty: 6296.868652
	Iteration 106Q: 3 clusters Score -3.966833e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317663 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -39668332.000000 Penalty: 6296.868652
	Iteration 107Q: 3 clusters Score -3.966833e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317686 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -39668316.000000 Penalty: 6296.868652
	Iteration 108Q: 3 clusters Score -3.966832e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317703 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -39668308.000000 Penalty: 6296.868652
	Iteration 109Q: 3 clusters Score -3.966831e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317719 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -39668328.000000 Penalty: 6296.868652
	Iteration 110Q: 3 clusters Score -3.966833e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317735 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -39668304.000000 Penalty: 6296.868652
	Iteration 111Q: 3 clusters Score -3.96683e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317754 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -39668292.000000 Penalty: 6296.868652
	Iteration 112Q: 3 clusters Score -3.966829e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317778 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -39668296.000000 Penalty: 6296.868652
	Iteration 113Q: 3 clusters Score -3.96683e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317805 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -39668308.000000 Penalty: 6296.868652
	Iteration 114Q: 3 clusters Score -3.966831e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317833 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -39668296.000000 Penalty: 6296.868652
	Iteration 115Q: 3 clusters Score -3.96683e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317862 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -39668296.000000 Penalty: 6296.868652
	Iteration 116Q: 3 clusters Score -3.96683e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317887 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -39668296.000000 Penalty: 6296.868652
	Iteration 117Q: 3 clusters Score -3.96683e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317915 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -39668316.000000 Penalty: 6296.868652
	Iteration 118Q: 3 clusters Score -3.966832e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317942 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -39668340.000000 Penalty: 6296.868652
	Iteration 119Q: 3 clusters Score -3.966834e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317965 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -39668304.000000 Penalty: 6296.868652
	Iteration 120F: 3 clusters Score -3.96683e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317977 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -39668312.000000 Penalty: 6296.868652
	Iteration 121Q: 3 clusters Score -3.966831e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317992 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -39668308.000000 Penalty: 6296.868652
	Iteration 122Q: 3 clusters Score -3.966831e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318008 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -39668324.000000 Penalty: 6296.868652
	Iteration 123Q: 3 clusters Score -3.966832e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318021 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -39668328.000000 Penalty: 6296.868652
	Iteration 124Q: 3 clusters Score -3.966833e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318039 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -39668316.000000 Penalty: 6296.868652
	Iteration 125Q: 3 clusters Score -3.966832e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318053 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -39668316.000000 Penalty: 6296.868652
	Iteration 126Q: 3 clusters Score -3.966832e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318066 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -39668316.000000 Penalty: 6296.868652
	Iteration 127Q: 3 clusters Score -3.966832e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318076 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -39668304.000000 Penalty: 6296.868652
	Iteration 128Q: 3 clusters Score -3.96683e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318091 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -39668300.000000 Penalty: 6296.868652
	Iteration 129Q: 3 clusters Score -3.96683e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318104 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -39668284.000000 Penalty: 6296.868652
	Iteration 130Q: 3 clusters Score -3.966828e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318113 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -39668280.000000 Penalty: 6296.868652
	Iteration 131Q: 3 clusters Score -3.966828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318118 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -39668292.000000 Penalty: 6296.868652
	Iteration 132Q: 3 clusters Score -3.966829e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318123 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -39668308.000000 Penalty: 6296.868652
	Iteration 133Q: 3 clusters Score -3.966831e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318127 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -39668316.000000 Penalty: 6296.868652
	Iteration 134Q: 3 clusters Score -3.966832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318129 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -39668308.000000 Penalty: 6296.868652
	Iteration 135Q: 3 clusters Score -3.966831e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318129 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -39668308.000000 Penalty: 6296.868652
	Iteration 136F: 3 clusters Score -3.966831e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -27703.640625 Penalty: 1422.669922
	Iteration 0F: 2 clusters Score -27703.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -26497.615234 Penalty: 2845.339844
	Iteration 0F: 3 clusters Score -26497.62 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -26774.054688 Penalty: 2845.339844
	Iteration 1F: 3 clusters Score -26774.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -26892.382812 Penalty: 2845.339844
	Iteration 2F: 3 clusters Score -26892.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -27011.154297 Penalty: 2845.339844
	Iteration 3Q: 3 clusters Score -27011.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -27122.455078 Penalty: 2845.339844
	Iteration 4Q: 3 clusters Score -27122.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -27172.466797 Penalty: 2845.339844
	Iteration 5Q: 3 clusters Score -27172.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -27197.312500 Penalty: 2845.339844
	Iteration 6Q: 3 clusters Score -27197.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -27324.085938 Penalty: 2845.339844
	Iteration 7Q: 3 clusters Score -27324.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -27344.208984 Penalty: 2845.339844
	Iteration 8Q: 3 clusters Score -27344.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -27354.552734 Penalty: 2845.339844
	Iteration 9Q: 3 clusters Score -27354.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -27361.916016 Penalty: 2845.339844
	Iteration 10Q: 3 clusters Score -27361.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -27372.851562 Penalty: 2845.339844
	Iteration 11Q: 3 clusters Score -27372.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -27380.003906 Penalty: 2845.339844
	Iteration 12Q: 3 clusters Score -27380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -27380.003906 Penalty: 2845.339844
	Iteration 13F: 3 clusters Score -27380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (41740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41740 members 
Entering Unmasked Estep 
Score: -5066874.500000 Penalty: 2638.525391
	Iteration 0F: 2 clusters Score -5066874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -5038519.000000 Penalty: 5277.050781
	Iteration 0F: 3 clusters Score -5038519 nChanged 19313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -5049355.500000 Penalty: 5277.050781
	Iteration 1F: 3 clusters Score -5049356 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -5050005.500000 Penalty: 5277.050781
	Iteration 2Q: 3 clusters Score -5050006 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -5050686.000000 Penalty: 5277.050781
	Iteration 3Q: 3 clusters Score -5050686 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -5051432.000000 Penalty: 5277.050781
	Iteration 4Q: 3 clusters Score -5051432 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -5052239.500000 Penalty: 5277.050781
	Iteration 5Q: 3 clusters Score -5052240 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -5053208.500000 Penalty: 5277.050781
	Iteration 6Q: 3 clusters Score -5053208 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -5054406.000000 Penalty: 5277.050781
	Iteration 7Q: 3 clusters Score -5054406 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -5055799.000000 Penalty: 5277.050781
	Iteration 8F: 3 clusters Score -5055799 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31743 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -5057391.000000 Penalty: 5277.050781
	Iteration 9F: 3 clusters Score -5057391 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33878 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -5059098.500000 Penalty: 5277.050781
	Iteration 10F: 3 clusters Score -5059098 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35774 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -5060618.500000 Penalty: 5277.050781
	Iteration 11Q: 3 clusters Score -5060618 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37344 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -5061875.000000 Penalty: 5277.050781
	Iteration 12Q: 3 clusters Score -5061875 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38534 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -5062772.500000 Penalty: 5277.050781
	Iteration 13Q: 3 clusters Score -5062772 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -5063429.000000 Penalty: 5277.050781
	Iteration 14Q: 3 clusters Score -5063429 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39927 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -5063886.000000 Penalty: 5277.050781
	Iteration 15Q: 3 clusters Score -5063886 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40273 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -5064132.000000 Penalty: 5277.050781
	Iteration 16Q: 3 clusters Score -5064132 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40513 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -5064293.000000 Penalty: 5277.050781
	Iteration 17Q: 3 clusters Score -5064293 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40687 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -5064417.000000 Penalty: 5277.050781
	Iteration 18Q: 3 clusters Score -5064417 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40799 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -5064502.500000 Penalty: 5277.050781
	Iteration 19Q: 3 clusters Score -5064502 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40884 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -5064569.500000 Penalty: 5277.050781
	Iteration 20F: 3 clusters Score -5064570 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40935 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -5064596.000000 Penalty: 5277.050781
	Iteration 21Q: 3 clusters Score -5064596 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40977 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5064640.000000 Penalty: 5277.050781
	Iteration 22Q: 3 clusters Score -5064640 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40998 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -5064663.500000 Penalty: 5277.050781
	Iteration 23Q: 3 clusters Score -5064664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41009 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -5064669.000000 Penalty: 5277.050781
	Iteration 24Q: 3 clusters Score -5064669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41019 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -5064675.500000 Penalty: 5277.050781
	Iteration 25Q: 3 clusters Score -5064676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -5064683.500000 Penalty: 5277.050781
	Iteration 26Q: 3 clusters Score -5064684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41047 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -5064695.500000 Penalty: 5277.050781
	Iteration 27Q: 3 clusters Score -5064696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41058 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -5064699.000000 Penalty: 5277.050781
	Iteration 28Q: 3 clusters Score -5064699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5064696.000000 Penalty: 5277.050781
	Iteration 29Q: 3 clusters Score -5064696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41064 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -5064699.500000 Penalty: 5277.050781
	Iteration 30Q: 3 clusters Score -5064700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41067 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -5064702.500000 Penalty: 5277.050781
	Iteration 31Q: 3 clusters Score -5064702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41070 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5064709.500000 Penalty: 5277.050781
	Iteration 32Q: 3 clusters Score -5064710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41074 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5064714.500000 Penalty: 5277.050781
	Iteration 33Q: 3 clusters Score -5064714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41076 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -5064713.000000 Penalty: 5277.050781
	Iteration 34Q: 3 clusters Score -5064713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41079 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -5064715.500000 Penalty: 5277.050781
	Iteration 35Q: 3 clusters Score -5064716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41081 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5064722.000000 Penalty: 5277.050781
	Iteration 36Q: 3 clusters Score -5064722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41081 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5064722.500000 Penalty: 5277.050781
	Iteration 37Q: 3 clusters Score -5064722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41081 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5064722.500000 Penalty: 5277.050781
	Iteration 38F: 3 clusters Score -5064722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41317 members 
Entering Unmasked Estep 
Score: -4709733.000000 Penalty: 2635.999268
	Iteration 0F: 2 clusters Score -4709733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -4681553.500000 Penalty: 5271.998535
	Iteration 0F: 3 clusters Score -4681554 nChanged 19151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -4692312.500000 Penalty: 5271.998535
	Iteration 1F: 3 clusters Score -4692312 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31212 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -4707231.500000 Penalty: 5271.998535
	Iteration 95Q: 3 clusters Score -4707232 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -4707233.000000 Penalty: 5271.998535
	Iteration 96Q: 3 clusters Score -4707233 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31265 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -4707233.000000 Penalty: 5271.998535
	Iteration 97Q: 3 clusters Score -4707233 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31286 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -4707235.000000 Penalty: 5271.998535
	Iteration 98Q: 3 clusters Score -4707235 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -4707245.000000 Penalty: 5271.998535
	Iteration 99Q: 3 clusters Score -4707245 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -4707245.500000 Penalty: 5271.998535
	Iteration 100F: 3 clusters Score -4707246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31336 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -4707241.000000 Penalty: 5271.998535
	Iteration 101Q: 3 clusters Score -4707241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -4707235.500000 Penalty: 5271.998535
	Iteration 102Q: 3 clusters Score -4707236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -4707236.500000 Penalty: 5271.998535
	Iteration 103Q: 3 clusters Score -4707236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -4707237.000000 Penalty: 5271.998535
	Iteration 104Q: 3 clusters Score -4707237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -4707235.500000 Penalty: 5271.998535
	Iteration 105Q: 3 clusters Score -4707236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -4707241.000000 Penalty: 5271.998535
	Iteration 106Q: 3 clusters Score -4707241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -4707237.000000 Penalty: 5271.998535
	Iteration 107Q: 3 clusters Score -4707237 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -4707242.500000 Penalty: 5271.998535
	Iteration 108Q: 3 clusters Score -4707242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31455 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -4707247.500000 Penalty: 5271.998535
	Iteration 109Q: 3 clusters Score -4707248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31469 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -4707245.500000 Penalty: 5271.998535
	Iteration 110Q: 3 clusters Score -4707246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -4707250.500000 Penalty: 5271.998535
	Iteration 111Q: 3 clusters Score -4707250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -4707255.000000 Penalty: 5271.998535
	Iteration 112Q: 3 clusters Score -4707255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31509 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -4707254.500000 Penalty: 5271.998535
	Iteration 113Q: 3 clusters Score -4707254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31522 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -4707260.000000 Penalty: 5271.998535
	Iteration 114Q: 3 clusters Score -4707260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31528 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -4707258.000000 Penalty: 5271.998535
	Iteration 115Q: 3 clusters Score -4707258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31533 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -4707263.000000 Penalty: 5271.998535
	Iteration 116Q: 3 clusters Score -4707263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -4707266.500000 Penalty: 5271.998535
	Iteration 117Q: 3 clusters Score -4707266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -4707261.500000 Penalty: 5271.998535
	Iteration 118Q: 3 clusters Score -4707262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -4707263.500000 Penalty: 5271.998535
	Iteration 119Q: 3 clusters Score -4707264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31565 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -4707258.500000 Penalty: 5271.998535
	Iteration 120F: 3 clusters Score -4707258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31572 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -4707268.000000 Penalty: 5271.998535
	Iteration 121Q: 3 clusters Score -4707268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31576 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -4707264.000000 Penalty: 5271.998535
	Iteration 122Q: 3 clusters Score -4707264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31583 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -4707265.000000 Penalty: 5271.998535
	Iteration 123Q: 3 clusters Score -4707265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31590 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -4707262.000000 Penalty: 5271.998535
	Iteration 124Q: 3 clusters Score -4707262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31604 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -4707267.500000 Penalty: 5271.998535
	Iteration 125Q: 3 clusters Score -4707268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -4707271.000000 Penalty: 5271.998535
	Iteration 126Q: 3 clusters Score -4707271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -4707275.500000 Penalty: 5271.998535
	Iteration 127Q: 3 clusters Score -4707276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31629 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -4707279.500000 Penalty: 5271.998535
	Iteration 128Q: 3 clusters Score -4707280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31637 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -4707274.500000 Penalty: 5271.998535
	Iteration 129Q: 3 clusters Score -4707274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -4707283.000000 Penalty: 5271.998535
	Iteration 130Q: 3 clusters Score -4707283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -4707285.000000 Penalty: 5271.998535
	Iteration 131Q: 3 clusters Score -4707285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31662 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -4707289.000000 Penalty: 5271.998535
	Iteration 132Q: 3 clusters Score -4707289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -4707287.000000 Penalty: 5271.998535
	Iteration 133Q: 3 clusters Score -4707287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31680 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -4707293.000000 Penalty: 5271.998535
	Iteration 134Q: 3 clusters Score -4707293 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31692 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -4707291.500000 Penalty: 5271.998535
	Iteration 135Q: 3 clusters Score -4707292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31699 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -4707292.000000 Penalty: 5271.998535
	Iteration 136Q: 3 clusters Score -4707292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -4707295.000000 Penalty: 5271.998535
	Iteration 137Q: 3 clusters Score -4707295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -4707297.500000 Penalty: 5271.998535
	Iteration 138Q: 3 clusters Score -4707298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -4707295.000000 Penalty: 5271.998535
	Iteration 139Q: 3 clusters Score -4707295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31719 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -4707297.000000 Penalty: 5271.998535
	Iteration 140F: 3 clusters Score -4707297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -4707296.000000 Penalty: 5271.998535
	Iteration 141Q: 3 clusters Score -4707296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31724 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -4707294.500000 Penalty: 5271.998535
	Iteration 142Q: 3 clusters Score -4707294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31724 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -4707294.500000 Penalty: 5271.998535
	Iteration 143F: 3 clusters Score -4707294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Entering Unmasked Estep 
Score: -1332003.000000 Penalty: 2322.209473
	Iteration 0F: 2 clusters Score -1332003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1323400.250000 Penalty: 4644.418945
	Iteration 0F: 3 clusters Score -1323400 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1326042.625000 Penalty: 4644.418945
	Iteration 1F: 3 clusters Score -1326043 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1326423.125000 Penalty: 4644.418945
	Iteration 2F: 3 clusters Score -1326423 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1326720.875000 Penalty: 4644.418945
	Iteration 3F: 3 clusters Score -1326721 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1327016.750000 Penalty: 4644.418945
	Iteration 4Q: 3 clusters Score -1327017 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1327357.125000 Penalty: 4644.418945
	Iteration 5Q: 3 clusters Score -1327357 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1327766.000000 Penalty: 4644.418945
	Iteration 6F: 3 clusters Score -1327766 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1328169.000000 Penalty: 4644.418945
	Iteration 7F: 3 clusters Score -1328169 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1328575.000000 Penalty: 4644.418945
	Iteration 8F: 3 clusters Score -1328575 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1328961.750000 Penalty: 4644.418945
	Iteration 9Q: 3 clusters Score -1328962 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1329310.375000 Penalty: 4644.418945
	Iteration 10Q: 3 clusters Score -1329310 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1329602.750000 Penalty: 4644.418945
	Iteration 11Q: 3 clusters Score -1329603 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1329826.500000 Penalty: 4644.418945
	Iteration 12Q: 3 clusters Score -1329826 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1329996.875000 Penalty: 4644.418945
	Iteration 13Q: 3 clusters Score -1329997 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1330121.500000 Penalty: 4644.418945
	Iteration 14Q: 3 clusters Score -1330122 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1330196.750000 Penalty: 4644.418945
	Iteration 15Q: 3 clusters Score -1330197 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1330226.250000 Penalty: 4644.418945
	Iteration 16Q: 3 clusters Score -1330226 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1330255.500000 Penalty: 4644.418945
	Iteration 17Q: 3 clusters Score -1330256 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1330273.750000 Penalty: 4644.418945
	Iteration 18Q: 3 clusters Score -1330274 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1330295.375000 Penalty: 4644.418945
	Iteration 19Q: 3 clusters Score -1330295 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1330307.500000 Penalty: 4644.418945
	Iteration 20F: 3 clusters Score -1330308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1330315.000000 Penalty: 4644.418945
	Iteration 21Q: 3 clusters Score -1330315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1330323.250000 Penalty: 4644.418945
	Iteration 22Q: 3 clusters Score -1330323 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1330339.750000 Penalty: 4644.418945
	Iteration 23Q: 3 clusters Score -1330340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1330347.750000 Penalty: 4644.418945
	Iteration 24Q: 3 clusters Score -1330348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1330353.625000 Penalty: 4644.418945
	Iteration 25Q: 3 clusters Score -1330354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1330355.625000 Penalty: 4644.418945
	Iteration 26Q: 3 clusters Score -1330356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1330357.500000 Penalty: 4644.418945
	Iteration 27Q: 3 clusters Score -1330358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1330359.250000 Penalty: 4644.418945
	Iteration 28Q: 3 clusters Score -1330359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1330363.875000 Penalty: 4644.418945
	Iteration 29Q: 3 clusters Score -1330364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1330364.125000 Penalty: 4644.418945
	Iteration 30Q: 3 clusters Score -1330364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1330368.625000 Penalty: 4644.418945
	Iteration 31Q: 3 clusters Score -1330369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1330369.500000 Penalty: 4644.418945
	Iteration 32Q: 3 clusters Score -1330370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1330368.125000 Penalty: 4644.418945
	Iteration 33Q: 3 clusters Score -1330368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1330368.750000 Penalty: 4644.418945
	Iteration 34Q: 3 clusters Score -1330369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1330368.750000 Penalty: 4644.418945
	Iteration 35F: 3 clusters Score -1330369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Entering Unmasked Estep 
Score: -2014920.375000 Penalty: 2409.301758
	Iteration 0F: 2 clusters Score -2014920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -2003013.125000 Penalty: 4818.603516
	Iteration 0F: 3 clusters Score -2003013 nChanged 7175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -2006771.875000 Penalty: 4818.603516
	Iteration 1F: 3 clusters Score -2006772 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -2007060.125000 Penalty: 4818.603516
	Iteration 2F: 3 clusters Score -2007060 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -2007268.750000 Penalty: 4818.603516
	Iteration 3Q: 3 clusters Score -2007269 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -2007450.250000 Penalty: 4818.603516
	Iteration 4Q: 3 clusters Score -2007450 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -2007601.125000 Penalty: 4818.603516
	Iteration 5Q: 3 clusters Score -2007601 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -2007758.000000 Penalty: 4818.603516
	Iteration 6Q: 3 clusters Score -2007758 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -2007890.250000 Penalty: 4818.603516
	Iteration 7Q: 3 clusters Score -2007890 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -2008039.125000 Penalty: 4818.603516
	Iteration 8Q: 3 clusters Score -2008039 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -2008225.250000 Penalty: 4818.603516
	Iteration 9Q: 3 clusters Score -2008225 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -2008418.500000 Penalty: 4818.603516
	Iteration 10Q: 3 clusters Score -2008418 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -2008645.625000 Penalty: 4818.603516
	Iteration 11Q: 3 clusters Score -2008646 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -2008919.250000 Penalty: 4818.603516
	Iteration 12Q: 3 clusters Score -2008919 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2009207.125000 Penalty: 4818.603516
	Iteration 13Q: 3 clusters Score -2009207 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -2009570.500000 Penalty: 4818.603516
	Iteration 14Q: 3 clusters Score -2009570 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -2009973.250000 Penalty: 4818.603516
	Iteration 15Q: 3 clusters Score -2009973 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -2010434.125000 Penalty: 4818.603516
	Iteration 16Q: 3 clusters Score -2010434 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -2010912.875000 Penalty: 4818.603516
	Iteration 17Q: 3 clusters Score -2010913 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -2011377.500000 Penalty: 4818.603516
	Iteration 18Q: 3 clusters Score -2011378 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -2011776.125000 Penalty: 4818.603516
	Iteration 19Q: 3 clusters Score -2011776 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -2012093.750000 Penalty: 4818.603516
	Iteration 20F: 3 clusters Score -2012094 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -2012373.750000 Penalty: 4818.603516
	Iteration 21Q: 3 clusters Score -2012374 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -2012622.750000 Penalty: 4818.603516
	Iteration 22Q: 3 clusters Score -2012623 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -2012780.375000 Penalty: 4818.603516
	Iteration 23Q: 3 clusters Score -2012780 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -2012877.000000 Penalty: 4818.603516
	Iteration 24Q: 3 clusters Score -2012877 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -2012934.250000 Penalty: 4818.603516
	Iteration 25Q: 3 clusters Score -2012934 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -2012983.000000 Penalty: 4818.603516
	Iteration 26Q: 3 clusters Score -2012983 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -2013006.500000 Penalty: 4818.603516
	Iteration 27Q: 3 clusters Score -2013006 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -2013025.250000 Penalty: 4818.603516
	Iteration 28Q: 3 clusters Score -2013025 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -2013041.375000 Penalty: 4818.603516
	Iteration 29Q: 3 clusters Score -2013041 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -2013044.125000 Penalty: 4818.603516
	Iteration 30Q: 3 clusters Score -2013044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -2013052.250000 Penalty: 4818.603516
	Iteration 31Q: 3 clusters Score -2013052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -2013056.375000 Penalty: 4818.603516
	Iteration 32Q: 3 clusters Score -2013056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -2013054.875000 Penalty: 4818.603516
	Iteration 33Q: 3 clusters Score -2013055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -2013054.625000 Penalty: 4818.603516
	Iteration 34Q: 3 clusters Score -2013055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -2013053.375000 Penalty: 4818.603516
	Iteration 35Q: 3 clusters Score -2013053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -2013054.500000 Penalty: 4818.603516
	Iteration 36Q: 3 clusters Score -2013054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -2013054.500000 Penalty: 4818.603516
	Iteration 37F: 3 clusters Score -2013054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Entering Unmasked Estep 
Score: -734309.375000 Penalty: 2176.642334
	Iteration 0F: 2 clusters Score -734309.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -728891.250000 Penalty: 4353.284668
	Iteration 0F: 3 clusters Score -728891.2 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -730365.000000 Penalty: 4353.284668
	Iteration 1F: 3 clusters Score -730365 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -730684.562500 Penalty: 4353.284668
	Iteration 2F: 3 clusters Score -730684.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -730902.500000 Penalty: 4353.284668
	Iteration 3F: 3 clusters Score -730902.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -731062.562500 Penalty: 4353.284668
	Iteration 4Q: 3 clusters Score -731062.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -731184.750000 Penalty: 4353.284668
	Iteration 5Q: 3 clusters Score -731184.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -731277.562500 Penalty: 4353.284668
	Iteration 6Q: 3 clusters Score -731277.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -731358.437500 Penalty: 4353.284668
	Iteration 7Q: 3 clusters Score -731358.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -731427.437500 Penalty: 4353.284668
	Iteration 8Q: 3 clusters Score -731427.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -731487.500000 Penalty: 4353.284668
	Iteration 9Q: 3 clusters Score -731487.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -731538.562500 Penalty: 4353.284668
	Iteration 10Q: 3 clusters Score -731538.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -731578.875000 Penalty: 4353.284668
	Iteration 11Q: 3 clusters Score -731578.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -731617.687500 Penalty: 4353.284668
	Iteration 12Q: 3 clusters Score -731617.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -731656.000000 Penalty: 4353.284668
	Iteration 13Q: 3 clusters Score -731656 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -731695.250000 Penalty: 4353.284668
	Iteration 14Q: 3 clusters Score -731695.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -731744.937500 Penalty: 4353.284668
	Iteration 15Q: 3 clusters Score -731744.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -731801.562500 Penalty: 4353.284668
	Iteration 16Q: 3 clusters Score -731801.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -731848.437500 Penalty: 4353.284668
	Iteration 17Q: 3 clusters Score -731848.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -731897.937500 Penalty: 4353.284668
	Iteration 18Q: 3 clusters Score -731897.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -731944.062500 Penalty: 4353.284668
	Iteration 19Q: 3 clusters Score -731944.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -732002.000000 Penalty: 4353.284668
	Iteration 20F: 3 clusters Score -732002 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -732051.000000 Penalty: 4353.284668
	Iteration 21Q: 3 clusters Score -732051 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -732108.625000 Penalty: 4353.284668
	Iteration 22Q: 3 clusters Score -732108.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -732151.812500 Penalty: 4353.284668
	Iteration 23Q: 3 clusters Score -732151.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -732192.125000 Penalty: 4353.284668
	Iteration 24Q: 3 clusters Score -732192.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -732236.500000 Penalty: 4353.284668
	Iteration 25Q: 3 clusters Score -732236.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -732283.500000 Penalty: 4353.284668
	Iteration 26Q: 3 clusters Score -732283.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -732328.375000 Penalty: 4353.284668
	Iteration 27Q: 3 clusters Score -732328.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -732377.562500 Penalty: 4353.284668
	Iteration 28Q: 3 clusters Score -732377.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -732430.562500 Penalty: 4353.284668
	Iteration 29Q: 3 clusters Score -732430.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -732477.625000 Penalty: 4353.284668
	Iteration 30Q: 3 clusters Score -732477.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -732535.312500 Penalty: 4353.284668
	Iteration 31Q: 3 clusters Score -732535.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -732602.562500 Penalty: 4353.284668
	Iteration 32Q: 3 clusters Score -732602.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -732695.562500 Penalty: 4353.284668
	Iteration 33Q: 3 clusters Score -732695.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -732803.625000 Penalty: 4353.284668
	Iteration 34Q: 3 clusters Score -732803.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -732952.875000 Penalty: 4353.284668
	Iteration 35Q: 3 clusters Score -732952.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -733173.187500 Penalty: 4353.284668
	Iteration 36Q: 3 clusters Score -733173.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -733391.250000 Penalty: 4353.284668
	Iteration 37Q: 3 clusters Score -733391.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -733527.875000 Penalty: 4353.284668
	Iteration 38Q: 3 clusters Score -733527.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -733580.437500 Penalty: 4353.284668
	Iteration 39Q: 3 clusters Score -733580.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -733611.062500 Penalty: 4353.284668
	Iteration 40F: 3 clusters Score -733611.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -733628.687500 Penalty: 4353.284668
	Iteration 41Q: 3 clusters Score -733628.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -733631.812500 Penalty: 4353.284668
	Iteration 42Q: 3 clusters Score -733631.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -733633.687500 Penalty: 4353.284668
	Iteration 43Q: 3 clusters Score -733633.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -733633.562500 Penalty: 4353.284668
	Iteration 44Q: 3 clusters Score -733633.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -733635.937500 Penalty: 4353.284668
	Iteration 45Q: 3 clusters Score -733635.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -733636.250000 Penalty: 4353.284668
	Iteration 46Q: 3 clusters Score -733636.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -733636.250000 Penalty: 4353.284668
	Iteration 47F: 3 clusters Score -733636.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Entering Unmasked Estep 
Score: -684424.312500 Penalty: 2158.634277
	Iteration 0F: 2 clusters Score -684424.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -679218.312500 Penalty: 4317.268555
	Iteration 0F: 3 clusters Score -679218.3 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -680578.562500 Penalty: 4317.268555
	Iteration 1F: 3 clusters Score -680578.6 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -680855.687500 Penalty: 4317.268555
	Iteration 2F: 3 clusters Score -680855.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -681033.062500 Penalty: 4317.268555
	Iteration 3F: 3 clusters Score -681033.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -681153.125000 Penalty: 4317.268555
	Iteration 4Q: 3 clusters Score -681153.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -681263.312500 Penalty: 4317.268555
	Iteration 5Q: 3 clusters Score -681263.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -681379.937500 Penalty: 4317.268555
	Iteration 6Q: 3 clusters Score -681379.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -681508.687500 Penalty: 4317.268555
	Iteration 7Q: 3 clusters Score -681508.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -681618.562500 Penalty: 4317.268555
	Iteration 8Q: 3 clusters Score -681618.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -681732.812500 Penalty: 4317.268555
	Iteration 9Q: 3 clusters Score -681732.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -681833.437500 Penalty: 4317.268555
	Iteration 10Q: 3 clusters Score -681833.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -681943.062500 Penalty: 4317.268555
	Iteration 11Q: 3 clusters Score -681943.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -682056.250000 Penalty: 4317.268555
	Iteration 12Q: 3 clusters Score -682056.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -682149.062500 Penalty: 4317.268555
	Iteration 13Q: 3 clusters Score -682149.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -682230.875000 Penalty: 4317.268555
	Iteration 14Q: 3 clusters Score -682230.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -682313.625000 Penalty: 4317.268555
	Iteration 15Q: 3 clusters Score -682313.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -682395.000000 Penalty: 4317.268555
	Iteration 16Q: 3 clusters Score -682395 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -682505.937500 Penalty: 4317.268555
	Iteration 17Q: 3 clusters Score -682505.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -682677.937500 Penalty: 4317.268555
	Iteration 18Q: 3 clusters Score -682677.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -682860.250000 Penalty: 4317.268555
	Iteration 19Q: 3 clusters Score -682860.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -683021.375000 Penalty: 4317.268555
	Iteration 20F: 3 clusters Score -683021.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -683134.437500 Penalty: 4317.268555
	Iteration 21Q: 3 clusters Score -683134.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -683225.500000 Penalty: 4317.268555
	Iteration 22Q: 3 clusters Score -683225.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -683278.687500 Penalty: 4317.268555
	Iteration 23Q: 3 clusters Score -683278.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -683308.687500 Penalty: 4317.268555
	Iteration 24Q: 3 clusters Score -683308.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -683324.562500 Penalty: 4317.268555
	Iteration 25Q: 3 clusters Score -683324.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -683338.125000 Penalty: 4317.268555
	Iteration 26Q: 3 clusters Score -683338.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -683344.937500 Penalty: 4317.268555
	Iteration 27Q: 3 clusters Score -683344.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -683350.125000 Penalty: 4317.268555
	Iteration 28Q: 3 clusters Score -683350.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -683355.812500 Penalty: 4317.268555
	Iteration 29Q: 3 clusters Score -683355.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -683358.187500 Penalty: 4317.268555
	Iteration 30Q: 3 clusters Score -683358.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -683360.687500 Penalty: 4317.268555
	Iteration 31Q: 3 clusters Score -683360.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -683361.062500 Penalty: 4317.268555
	Iteration 32Q: 3 clusters Score -683361.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -683362.437500 Penalty: 4317.268555
	Iteration 33Q: 3 clusters Score -683362.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -683362.437500 Penalty: 4317.268555
	Iteration 34F: 3 clusters Score -683362.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (40369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40369 members 
Entering Unmasked Estep 
Score: -4712417.000000 Penalty: 2630.242920
	Iteration 0F: 2 clusters Score -4712417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -4685157.000000 Penalty: 5260.485840
	Iteration 0F: 3 clusters Score -4685157 nChanged 18342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -4695412.500000 Penalty: 5260.485840
	Iteration 1F: 3 clusters Score -4695412 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -4696268.000000 Penalty: 5260.485840
	Iteration 2Q: 3 clusters Score -4696268 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -4697249.000000 Penalty: 5260.485840
	Iteration 3F: 3 clusters Score -4697249 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -4698402.500000 Penalty: 5260.485840
	Iteration 4F: 3 clusters Score -4698402 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -4699695.500000 Penalty: 5260.485840
	Iteration 5F: 3 clusters Score -4699696 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -4701025.000000 Penalty: 5260.485840
	Iteration 6F: 3 clusters Score -4701025 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -4702290.000000 Penalty: 5260.485840
	Iteration 7F: 3 clusters Score -4702290 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -4703482.000000 Penalty: 5260.485840
	Iteration 8F: 3 clusters Score -4703482 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -4704618.000000 Penalty: 5260.485840
	Iteration 9Q: 3 clusters Score -4704618 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -4705633.000000 Penalty: 5260.485840
	Iteration 10Q: 3 clusters Score -4705633 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32624 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -4706517.500000 Penalty: 5260.485840
	Iteration 11Q: 3 clusters Score -4706518 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33867 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -4707264.500000 Penalty: 5260.485840
	Iteration 12Q: 3 clusters Score -4707264 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -4707860.000000 Penalty: 5260.485840
	Iteration 13Q: 3 clusters Score -4707860 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35749 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -4708300.500000 Penalty: 5260.485840
	Iteration 14Q: 3 clusters Score -4708300 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36431 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -4708649.500000 Penalty: 5260.485840
	Iteration 15Q: 3 clusters Score -4708650 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36980 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -4708925.500000 Penalty: 5260.485840
	Iteration 16Q: 3 clusters Score -4708926 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37442 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -4709175.000000 Penalty: 5260.485840
	Iteration 17Q: 3 clusters Score -4709175 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -4709355.000000 Penalty: 5260.485840
	Iteration 18Q: 3 clusters Score -4709355 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38092 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -4709494.500000 Penalty: 5260.485840
	Iteration 19Q: 3 clusters Score -4709494 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38342 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -4709595.500000 Penalty: 5260.485840
	Iteration 20F: 3 clusters Score -4709596 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38557 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -4709682.000000 Penalty: 5260.485840
	Iteration 21Q: 3 clusters Score -4709682 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38729 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -4709770.000000 Penalty: 5260.485840
	Iteration 22Q: 3 clusters Score -4709770 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38868 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -4709847.500000 Penalty: 5260.485840
	Iteration 23Q: 3 clusters Score -4709848 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38973 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -4709891.000000 Penalty: 5260.485840
	Iteration 24Q: 3 clusters Score -4709891 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39044 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -4709929.500000 Penalty: 5260.485840
	Iteration 25Q: 3 clusters Score -4709930 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39110 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -4709952.000000 Penalty: 5260.485840
	Iteration 26Q: 3 clusters Score -4709952 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39168 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -4709976.000000 Penalty: 5260.485840
	Iteration 27Q: 3 clusters Score -4709976 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39215 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4710003.500000 Penalty: 5260.485840
	Iteration 28Q: 3 clusters Score -4710004 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39264 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -4710033.500000 Penalty: 5260.485840
	Iteration 29Q: 3 clusters Score -4710034 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39307 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -4710059.500000 Penalty: 5260.485840
	Iteration 30Q: 3 clusters Score -4710060 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39333 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -4710072.000000 Penalty: 5260.485840
	Iteration 31Q: 3 clusters Score -4710072 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39357 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -4710081.000000 Penalty: 5260.485840
	Iteration 32Q: 3 clusters Score -4710081 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39372 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -4710097.000000 Penalty: 5260.485840
	Iteration 33Q: 3 clusters Score -4710097 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39392 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -4710095.500000 Penalty: 5260.485840
	Iteration 34Q: 3 clusters Score -4710096 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39414 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -4710111.000000 Penalty: 5260.485840
	Iteration 35Q: 3 clusters Score -4710111 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39435 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -4710119.500000 Penalty: 5260.485840
	Iteration 36Q: 3 clusters Score -4710120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39456 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -4710136.000000 Penalty: 5260.485840
	Iteration 37Q: 3 clusters Score -4710136 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39465 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -4710148.500000 Penalty: 5260.485840
	Iteration 38Q: 3 clusters Score -4710148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39478 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -4710152.500000 Penalty: 5260.485840
	Iteration 39Q: 3 clusters Score -4710152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39491 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -4710157.500000 Penalty: 5260.485840
	Iteration 40F: 3 clusters Score -4710158 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39502 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -4710166.500000 Penalty: 5260.485840
	Iteration 41Q: 3 clusters Score -4710166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39511 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -4710177.500000 Penalty: 5260.485840
	Iteration 42Q: 3 clusters Score -4710178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39517 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -4710181.000000 Penalty: 5260.485840
	Iteration 43Q: 3 clusters Score -4710181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39524 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -4710186.000000 Penalty: 5260.485840
	Iteration 44Q: 3 clusters Score -4710186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39531 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4710187.500000 Penalty: 5260.485840
	Iteration 45Q: 3 clusters Score -4710188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39537 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -4710192.500000 Penalty: 5260.485840
	Iteration 46Q: 3 clusters Score -4710192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39543 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -4710193.500000 Penalty: 5260.485840
	Iteration 47Q: 3 clusters Score -4710194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39550 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -4710201.500000 Penalty: 5260.485840
	Iteration 48Q: 3 clusters Score -4710202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39554 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -4710202.500000 Penalty: 5260.485840
	Iteration 49Q: 3 clusters Score -4710202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39558 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4710208.000000 Penalty: 5260.485840
	Iteration 50Q: 3 clusters Score -4710208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39560 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -4710208.000000 Penalty: 5260.485840
	Iteration 51Q: 3 clusters Score -4710208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39565 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -4710215.000000 Penalty: 5260.485840
	Iteration 52Q: 3 clusters Score -4710215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39569 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -4710217.000000 Penalty: 5260.485840
	Iteration 53Q: 3 clusters Score -4710217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39571 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4710217.000000 Penalty: 5260.485840
	Iteration 54Q: 3 clusters Score -4710217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4710216.000000 Penalty: 5260.485840
	Iteration 55Q: 3 clusters Score -4710216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39578 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4710219.500000 Penalty: 5260.485840
	Iteration 56Q: 3 clusters Score -4710220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39582 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -4710213.500000 Penalty: 5260.485840
	Iteration 57Q: 3 clusters Score -4710214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39584 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4710218.500000 Penalty: 5260.485840
	Iteration 58Q: 3 clusters Score -4710218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39585 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -4710218.000000 Penalty: 5260.485840
	Iteration 59Q: 3 clusters Score -4710218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39585 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -4710218.000000 Penalty: 5260.485840
	Iteration 60F: 3 clusters Score -4710218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (28448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Entering Unmasked Estep 
Score: -3313840.000000 Penalty: 2543.446533
	Iteration 0F: 2 clusters Score -3313840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -3294270.000000 Penalty: 5086.893066
	Iteration 0F: 3 clusters Score -3294270 nChanged 12801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -3301008.750000 Penalty: 5086.893066
	Iteration 1F: 3 clusters Score -3301009 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -3301446.250000 Penalty: 5086.893066
	Iteration 2Q: 3 clusters Score -3301446 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -3301836.500000 Penalty: 5086.893066
	Iteration 3Q: 3 clusters Score -3301836 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -3302243.250000 Penalty: 5086.893066
	Iteration 4Q: 3 clusters Score -3302243 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -3302608.750000 Penalty: 5086.893066
	Iteration 5Q: 3 clusters Score -3302609 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -3302983.750000 Penalty: 5086.893066
	Iteration 6Q: 3 clusters Score -3302984 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -3303430.500000 Penalty: 5086.893066
	Iteration 7Q: 3 clusters Score -3303430 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -3303962.250000 Penalty: 5086.893066
	Iteration 8Q: 3 clusters Score -3303962 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -3304630.000000 Penalty: 5086.893066
	Iteration 9Q: 3 clusters Score -3304630 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -3305465.000000 Penalty: 5086.893066
	Iteration 10F: 3 clusters Score -3305465 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -3306515.250000 Penalty: 5086.893066
	Iteration 11F: 3 clusters Score -3306515 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -3307655.500000 Penalty: 5086.893066
	Iteration 12F: 3 clusters Score -3307656 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -3308700.250000 Penalty: 5086.893066
	Iteration 13F: 3 clusters Score -3308700 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -3309556.250000 Penalty: 5086.893066
	Iteration 14Q: 3 clusters Score -3309556 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -3310159.000000 Penalty: 5086.893066
	Iteration 15Q: 3 clusters Score -3310159 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -3310609.750000 Penalty: 5086.893066
	Iteration 16Q: 3 clusters Score -3310610 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -3310979.750000 Penalty: 5086.893066
	Iteration 17Q: 3 clusters Score -3310980 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -3311223.500000 Penalty: 5086.893066
	Iteration 18Q: 3 clusters Score -3311224 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -3311438.000000 Penalty: 5086.893066
	Iteration 19Q: 3 clusters Score -3311438 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 27465 members 
Entering Unmasked Estep 
Score: -3311561.750000 Penalty: 5086.893066
	Iteration 20F: 3 clusters Score -3311562 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 27577 members 
Entering Unmasked Estep 
Score: -3311635.250000 Penalty: 5086.893066
	Iteration 21Q: 3 clusters Score -3311635 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 27663 members 
Entering Unmasked Estep 
Score: -3311705.500000 Penalty: 5086.893066
	Iteration 22Q: 3 clusters Score -3311706 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -3311734.500000 Penalty: 5086.893066
	Iteration 23Q: 3 clusters Score -3311734 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 27766 members 
Entering Unmasked Estep 
Score: -3311769.250000 Penalty: 5086.893066
	Iteration 24Q: 3 clusters Score -3311769 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 27806 members 
Entering Unmasked Estep 
Score: -3311793.500000 Penalty: 5086.893066
	Iteration 25Q: 3 clusters Score -3311794 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
Score: -3311802.000000 Penalty: 5086.893066
	Iteration 26Q: 3 clusters Score -3311802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -3311811.000000 Penalty: 5086.893066
	Iteration 27Q: 3 clusters Score -3311811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
Score: -3311812.000000 Penalty: 5086.893066
	Iteration 28Q: 3 clusters Score -3311812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -3311813.750000 Penalty: 5086.893066
	Iteration 29Q: 3 clusters Score -3311814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -3311819.500000 Penalty: 5086.893066
	Iteration 30Q: 3 clusters Score -3311820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -3311818.750000 Penalty: 5086.893066
	Iteration 31Q: 3 clusters Score -3311819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -3311820.750000 Penalty: 5086.893066
	Iteration 32Q: 3 clusters Score -3311821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -3311822.750000 Penalty: 5086.893066
	Iteration 33Q: 3 clusters Score -3311823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -3311822.750000 Penalty: 5086.893066
	Iteration 34F: 3 clusters Score -3311823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (175821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175821 members 
Entering Unmasked Estep 
Score: -21450498.000000 Penalty: 2995.151123
	Iteration 0F: 2 clusters Score -2.14505e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88282 members 
Mstep: Class 2 contains 87539 members 
Entering Unmasked Estep 
Score: -21333120.000000 Penalty: 5990.302246
	Iteration 0F: 3 clusters Score -2.133312e+07 nChanged 84483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94235 members 
Mstep: Class 2 contains 81586 members 
Entering Unmasked Estep 
Score: -21382764.000000 Penalty: 5990.302246
	Iteration 1F: 3 clusters Score -2.138276e+07 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98512 members 
Mstep: Class 2 contains 77309 members 
Entering Unmasked Estep 
Score: -21384832.000000 Penalty: 5990.302246
	Iteration 2Q: 3 clusters Score -2.138483e+07 nChanged 7977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105177 members 
Mstep: Class 2 contains 70644 members 
Entering Unmasked Estep 
Score: -21388058.000000 Penalty: 5990.302246
	Iteration 3Q: 3 clusters Score -2.138806e+07 nChanged 10664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115035 members 
Mstep: Class 2 contains 60786 members 
Entering Unmasked Estep 
Score: -21393904.000000 Penalty: 5990.302246
	Iteration 4F: 3 clusters Score -2.13939e+07 nChanged 13617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128174 members 
Mstep: Class 2 contains 47647 members 
Entering Unmasked Estep 
Score: -21403750.000000 Penalty: 5990.302246
	Iteration 5F: 3 clusters Score -2.140375e+07 nChanged 15798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143664 members 
Mstep: Class 2 contains 32157 members 
Entering Unmasked Estep 
Score: -21417930.000000 Penalty: 5990.302246
	Iteration 6F: 3 clusters Score -2.141793e+07 nChanged 14393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157871 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -21432294.000000 Penalty: 5990.302246
	Iteration 7F: 3 clusters Score -2.143229e+07 nChanged 9608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167395 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -21441784.000000 Penalty: 5990.302246
	Iteration 8F: 3 clusters Score -2.144178e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172095 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -21445820.000000 Penalty: 5990.302246
	Iteration 9Q: 3 clusters Score -2.144582e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173955 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -21447240.000000 Penalty: 5990.302246
	Iteration 10Q: 3 clusters Score -2.144724e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174654 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -21447650.000000 Penalty: 5990.302246
	Iteration 11Q: 3 clusters Score -2.144765e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174939 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -21447784.000000 Penalty: 5990.302246
	Iteration 12Q: 3 clusters Score -2.144778e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175076 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -21447890.000000 Penalty: 5990.302246
	Iteration 13Q: 3 clusters Score -2.144789e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175158 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -21447942.000000 Penalty: 5990.302246
	Iteration 14Q: 3 clusters Score -2.144794e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175208 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -21447986.000000 Penalty: 5990.302246
	Iteration 15Q: 3 clusters Score -2.144799e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175228 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -21447998.000000 Penalty: 5990.302246
	Iteration 16Q: 3 clusters Score -2.1448e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175245 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -21448004.000000 Penalty: 5990.302246
	Iteration 17Q: 3 clusters Score -2.1448e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175255 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -21448036.000000 Penalty: 5990.302246
	Iteration 18Q: 3 clusters Score -2.144804e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175267 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -21448056.000000 Penalty: 5990.302246
	Iteration 19Q: 3 clusters Score -2.144806e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175284 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -21448038.000000 Penalty: 5990.302246
	Iteration 20F: 3 clusters Score -2.144804e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175298 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -21448058.000000 Penalty: 5990.302246
	Iteration 21Q: 3 clusters Score -2.144806e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175306 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -21448068.000000 Penalty: 5990.302246
	Iteration 22Q: 3 clusters Score -2.144807e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175313 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -21448086.000000 Penalty: 5990.302246
	Iteration 23Q: 3 clusters Score -2.144809e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175316 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -21448088.000000 Penalty: 5990.302246
	Iteration 24Q: 3 clusters Score -2.144809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175317 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -21448086.000000 Penalty: 5990.302246
	Iteration 25Q: 3 clusters Score -2.144809e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175317 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -21448086.000000 Penalty: 5990.302246
	Iteration 26F: 3 clusters Score -2.144809e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (94152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94152 members 
Entering Unmasked Estep 
Score: -11495594.000000 Penalty: 2840.260986
	Iteration 0F: 2 clusters Score -1.149559e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47014 members 
Mstep: Class 2 contains 47138 members 
Entering Unmasked Estep 
Score: -11432516.000000 Penalty: 5680.521973
	Iteration 0F: 3 clusters Score -1.143252e+07 nChanged 44524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46484 members 
Mstep: Class 2 contains 47668 members 
Entering Unmasked Estep 
Score: -11457782.000000 Penalty: 5680.521973
	Iteration 1F: 3 clusters Score -1.145778e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46061 members 
Mstep: Class 2 contains 48091 members 
Entering Unmasked Estep 
Score: -11458686.000000 Penalty: 5680.521973
	Iteration 2Q: 3 clusters Score -1.145869e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45403 members 
Mstep: Class 2 contains 48749 members 
Entering Unmasked Estep 
Score: -11459699.000000 Penalty: 5680.521973
	Iteration 3Q: 3 clusters Score -1.14597e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 49691 members 
Entering Unmasked Estep 
Score: -11461123.000000 Penalty: 5680.521973
	Iteration 4Q: 3 clusters Score -1.146112e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43115 members 
Mstep: Class 2 contains 51037 members 
Entering Unmasked Estep 
Score: -11463127.000000 Penalty: 5680.521973
	Iteration 5Q: 3 clusters Score -1.146313e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41548 members 
Mstep: Class 2 contains 52604 members 
Entering Unmasked Estep 
Score: -11465988.000000 Penalty: 5680.521973
	Iteration 6F: 3 clusters Score -1.146599e+07 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39913 members 
Mstep: Class 2 contains 54239 members 
Entering Unmasked Estep 
Score: -11469415.000000 Penalty: 5680.521973
	Iteration 7F: 3 clusters Score -1.146942e+07 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38517 members 
Mstep: Class 2 contains 55635 members 
Entering Unmasked Estep 
Score: -11473200.000000 Penalty: 5680.521973
	Iteration 8F: 3 clusters Score -1.14732e+07 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37452 members 
Mstep: Class 2 contains 56700 members 
Entering Unmasked Estep 
Score: -11476572.000000 Penalty: 5680.521973
	Iteration 9F: 3 clusters Score -1.147657e+07 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36668 members 
Mstep: Class 2 contains 57484 members 
Entering Unmasked Estep 
Score: -11478762.000000 Penalty: 5680.521973
	Iteration 10Q: 3 clusters Score -1.147876e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35956 members 
Mstep: Class 2 contains 58196 members 
Entering Unmasked Estep 
Score: -11479805.000000 Penalty: 5680.521973
	Iteration 11Q: 3 clusters Score -1.14798e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 58901 members 
Entering Unmasked Estep 
Score: -11480269.000000 Penalty: 5680.521973
	Iteration 12Q: 3 clusters Score -1.148027e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 59669 members 
Entering Unmasked Estep 
Score: -11480612.000000 Penalty: 5680.521973
	Iteration 13Q: 3 clusters Score -1.148061e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33685 members 
Mstep: Class 2 contains 60467 members 
Entering Unmasked Estep 
Score: -11480882.000000 Penalty: 5680.521973
	Iteration 14Q: 3 clusters Score -1.148088e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 61242 members 
Entering Unmasked Estep 
Score: -11481076.000000 Penalty: 5680.521973
	Iteration 15Q: 3 clusters Score -1.148108e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32147 members 
Mstep: Class 2 contains 62005 members 
Entering Unmasked Estep 
Score: -11481292.000000 Penalty: 5680.521973
	Iteration 16Q: 3 clusters Score -1.148129e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 62801 members 
Entering Unmasked Estep 
Score: -11481445.000000 Penalty: 5680.521973
	Iteration 17Q: 3 clusters Score -1.148144e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30535 members 
Mstep: Class 2 contains 63617 members 
Entering Unmasked Estep 
Score: -11481594.000000 Penalty: 5680.521973
	Iteration 18Q: 3 clusters Score -1.148159e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 64475 members 
Entering Unmasked Estep 
Score: -11481746.000000 Penalty: 5680.521973
	Iteration 19Q: 3 clusters Score -1.148175e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 65439 members 
Entering Unmasked Estep 
Score: -11481944.000000 Penalty: 5680.521973
	Iteration 20F: 3 clusters Score -1.148194e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 66441 members 
Entering Unmasked Estep 
Score: -11482148.000000 Penalty: 5680.521973
	Iteration 21Q: 3 clusters Score -1.148215e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 67479 members 
Entering Unmasked Estep 
Score: -11482349.000000 Penalty: 5680.521973
	Iteration 22Q: 3 clusters Score -1.148235e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25607 members 
Mstep: Class 2 contains 68545 members 
Entering Unmasked Estep 
Score: -11482601.000000 Penalty: 5680.521973
	Iteration 23Q: 3 clusters Score -1.14826e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 69620 members 
Entering Unmasked Estep 
Score: -11482898.000000 Penalty: 5680.521973
	Iteration 24Q: 3 clusters Score -1.14829e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 70743 members 
Entering Unmasked Estep 
Score: -11483064.000000 Penalty: 5680.521973
	Iteration 25Q: 3 clusters Score -1.148306e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 71894 members 
Entering Unmasked Estep 
Score: -11483403.000000 Penalty: 5680.521973
	Iteration 26Q: 3 clusters Score -1.14834e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 73153 members 
Entering Unmasked Estep 
Score: -11483800.000000 Penalty: 5680.521973
	Iteration 27Q: 3 clusters Score -1.14838e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 74510 members 
Entering Unmasked Estep 
Score: -11484250.000000 Penalty: 5680.521973
	Iteration 28Q: 3 clusters Score -1.148425e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 75929 members 
Entering Unmasked Estep 
Score: -11484636.000000 Penalty: 5680.521973
	Iteration 29Q: 3 clusters Score -1.148464e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 77397 members 
Entering Unmasked Estep 
Score: -11485193.000000 Penalty: 5680.521973
	Iteration 30Q: 3 clusters Score -1.148519e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 78959 members 
Entering Unmasked Estep 
Score: -11485808.000000 Penalty: 5680.521973
	Iteration 31Q: 3 clusters Score -1.148581e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 80548 members 
Entering Unmasked Estep 
Score: -11486442.000000 Penalty: 5680.521973
	Iteration 32Q: 3 clusters Score -1.148644e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 82174 members 
Entering Unmasked Estep 
Score: -11487139.000000 Penalty: 5680.521973
	Iteration 33Q: 3 clusters Score -1.148714e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 83741 members 
Entering Unmasked Estep 
Score: -11487777.000000 Penalty: 5680.521973
	Iteration 34Q: 3 clusters Score -1.148778e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 85230 members 
Entering Unmasked Estep 
Score: -11488454.000000 Penalty: 5680.521973
	Iteration 35Q: 3 clusters Score -1.148845e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 86717 members 
Entering Unmasked Estep 
Score: -11489236.000000 Penalty: 5680.521973
	Iteration 36Q: 3 clusters Score -1.148924e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 88106 members 
Entering Unmasked Estep 
Score: -11490041.000000 Penalty: 5680.521973
	Iteration 37Q: 3 clusters Score -1.149004e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 89338 members 
Entering Unmasked Estep 
Score: -11490765.000000 Penalty: 5680.521973
	Iteration 38Q: 3 clusters Score -1.149076e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 90355 members 
Entering Unmasked Estep 
Score: -11491247.000000 Penalty: 5680.521973
	Iteration 39Q: 3 clusters Score -1.149125e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 91139 members 
Entering Unmasked Estep 
Score: -11491712.000000 Penalty: 5680.521973
	Iteration 40F: 3 clusters Score -1.149171e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 91757 members 
Entering Unmasked Estep 
Score: -11492077.000000 Penalty: 5680.521973
	Iteration 41Q: 3 clusters Score -1.149208e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 92245 members 
Entering Unmasked Estep 
Score: -11492349.000000 Penalty: 5680.521973
	Iteration 42Q: 3 clusters Score -1.149235e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 92601 members 
Entering Unmasked Estep 
Score: -11492589.000000 Penalty: 5680.521973
	Iteration 43Q: 3 clusters Score -1.149259e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 92849 members 
Entering Unmasked Estep 
Score: -11492760.000000 Penalty: 5680.521973
	Iteration 44Q: 3 clusters Score -1.149276e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 93011 members 
Entering Unmasked Estep 
Score: -11492881.000000 Penalty: 5680.521973
	Iteration 45Q: 3 clusters Score -1.149288e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 93134 members 
Entering Unmasked Estep 
Score: -11492930.000000 Penalty: 5680.521973
	Iteration 46Q: 3 clusters Score -1.149293e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 93240 members 
Entering Unmasked Estep 
Score: -11492983.000000 Penalty: 5680.521973
	Iteration 47Q: 3 clusters Score -1.149298e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 93322 members 
Entering Unmasked Estep 
Score: -11493038.000000 Penalty: 5680.521973
	Iteration 48Q: 3 clusters Score -1.149304e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 93377 members 
Entering Unmasked Estep 
Score: -11493072.000000 Penalty: 5680.521973
	Iteration 49Q: 3 clusters Score -1.149307e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 93414 members 
Entering Unmasked Estep 
Score: -11493101.000000 Penalty: 5680.521973
	Iteration 50Q: 3 clusters Score -1.14931e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 93434 members 
Entering Unmasked Estep 
Score: -11493117.000000 Penalty: 5680.521973
	Iteration 51Q: 3 clusters Score -1.149312e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 93456 members 
Entering Unmasked Estep 
Score: -11493119.000000 Penalty: 5680.521973
	Iteration 52Q: 3 clusters Score -1.149312e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 93476 members 
Entering Unmasked Estep 
Score: -11493139.000000 Penalty: 5680.521973
	Iteration 53Q: 3 clusters Score -1.149314e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 93486 members 
Entering Unmasked Estep 
Score: -11493157.000000 Penalty: 5680.521973
	Iteration 54Q: 3 clusters Score -1.149316e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 93494 members 
Entering Unmasked Estep 
Score: -11493168.000000 Penalty: 5680.521973
	Iteration 55Q: 3 clusters Score -1.149317e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 93501 members 
Entering Unmasked Estep 
Score: -11493169.000000 Penalty: 5680.521973
	Iteration 56Q: 3 clusters Score -1.149317e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 93511 members 
Entering Unmasked Estep 
Score: -11493167.000000 Penalty: 5680.521973
	Iteration 57Q: 3 clusters Score -1.149317e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 93519 members 
Entering Unmasked Estep 
Score: -11493179.000000 Penalty: 5680.521973
	Iteration 58Q: 3 clusters Score -1.149318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 93522 members 
Entering Unmasked Estep 
Score: -11493170.000000 Penalty: 5680.521973
	Iteration 59Q: 3 clusters Score -1.149317e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 93526 members 
Entering Unmasked Estep 
Score: -11493188.000000 Penalty: 5680.521973
	Iteration 60F: 3 clusters Score -1.149319e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 93531 members 
Entering Unmasked Estep 
Score: -11493182.000000 Penalty: 5680.521973
	Iteration 61Q: 3 clusters Score -1.149318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 93534 members 
Entering Unmasked Estep 
Score: -11493169.000000 Penalty: 5680.521973
	Iteration 62Q: 3 clusters Score -1.149317e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 93534 members 
Entering Unmasked Estep 
Score: -11493173.000000 Penalty: 5680.521973
	Iteration 63Q: 3 clusters Score -1.149317e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 93536 members 
Entering Unmasked Estep 
Score: -11493175.000000 Penalty: 5680.521973
	Iteration 64Q: 3 clusters Score -1.149318e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 93537 members 
Entering Unmasked Estep 
Score: -11493182.000000 Penalty: 5680.521973
	Iteration 65Q: 3 clusters Score -1.149318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 93538 members 
Entering Unmasked Estep 
Score: -11493177.000000 Penalty: 5680.521973
	Iteration 66Q: 3 clusters Score -1.149318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 93539 members 
Entering Unmasked Estep 
Score: -11493175.000000 Penalty: 5680.521973
	Iteration 67Q: 3 clusters Score -1.149318e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 93539 members 
Entering Unmasked Estep 
Score: -11493175.000000 Penalty: 5680.521973
	Iteration 68F: 3 clusters Score -1.149318e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Entering Unmasked Estep 
Score: -998921.187500 Penalty: 2252.799805
	Iteration 0F: 2 clusters Score -998921.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -992017.250000 Penalty: 4505.599609
	Iteration 0F: 3 clusters Score -992017.2 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -994207.375000 Penalty: 4505.599609
	Iteration 1F: 3 clusters Score -994207.4 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -994604.750000 Penalty: 4505.599609
	Iteration 2F: 3 clusters Score -994604.8 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -994985.312500 Penalty: 4505.599609
	Iteration 3F: 3 clusters Score -994985.3 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -995419.937500 Penalty: 4505.599609
	Iteration 4F: 3 clusters Score -995419.9 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -995903.312500 Penalty: 4505.599609
	Iteration 5F: 3 clusters Score -995903.3 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -996401.187500 Penalty: 4505.599609
	Iteration 6F: 3 clusters Score -996401.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -996867.500000 Penalty: 4505.599609
	Iteration 7F: 3 clusters Score -996867.5 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -997206.812500 Penalty: 4505.599609
	Iteration 8Q: 3 clusters Score -997206.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -997390.375000 Penalty: 4505.599609
	Iteration 9Q: 3 clusters Score -997390.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -997504.125000 Penalty: 4505.599609
	Iteration 10Q: 3 clusters Score -997504.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -997562.500000 Penalty: 4505.599609
	Iteration 11Q: 3 clusters Score -997562.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -997600.375000 Penalty: 4505.599609
	Iteration 12Q: 3 clusters Score -997600.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -997629.875000 Penalty: 4505.599609
	Iteration 13Q: 3 clusters Score -997629.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -997648.000000 Penalty: 4505.599609
	Iteration 14Q: 3 clusters Score -997648 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -997663.562500 Penalty: 4505.599609
	Iteration 15Q: 3 clusters Score -997663.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -997676.562500 Penalty: 4505.599609
	Iteration 16Q: 3 clusters Score -997676.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -997692.500000 Penalty: 4505.599609
	Iteration 17Q: 3 clusters Score -997692.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -997709.375000 Penalty: 4505.599609
	Iteration 18Q: 3 clusters Score -997709.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -997722.750000 Penalty: 4505.599609
	Iteration 19Q: 3 clusters Score -997722.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -997731.187500 Penalty: 4505.599609
	Iteration 20F: 3 clusters Score -997731.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -997740.187500 Penalty: 4505.599609
	Iteration 21Q: 3 clusters Score -997740.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -997746.062500 Penalty: 4505.599609
	Iteration 22Q: 3 clusters Score -997746.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -997753.312500 Penalty: 4505.599609
	Iteration 23Q: 3 clusters Score -997753.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -997766.125000 Penalty: 4505.599609
	Iteration 24Q: 3 clusters Score -997766.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -997783.062500 Penalty: 4505.599609
	Iteration 25Q: 3 clusters Score -997783.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -997803.812500 Penalty: 4505.599609
	Iteration 26Q: 3 clusters Score -997803.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -997826.125000 Penalty: 4505.599609
	Iteration 27Q: 3 clusters Score -997826.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -997841.625000 Penalty: 4505.599609
	Iteration 28Q: 3 clusters Score -997841.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -997864.312500 Penalty: 4505.599609
	Iteration 29Q: 3 clusters Score -997864.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -997897.562500 Penalty: 4505.599609
	Iteration 30Q: 3 clusters Score -997897.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -997935.062500 Penalty: 4505.599609
	Iteration 31Q: 3 clusters Score -997935.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -997974.250000 Penalty: 4505.599609
	Iteration 32Q: 3 clusters Score -997974.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -998018.687500 Penalty: 4505.599609
	Iteration 33Q: 3 clusters Score -998018.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -998072.187500 Penalty: 4505.599609
	Iteration 34Q: 3 clusters Score -998072.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -998137.562500 Penalty: 4505.599609
	Iteration 35Q: 3 clusters Score -998137.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -998191.375000 Penalty: 4505.599609
	Iteration 36Q: 3 clusters Score -998191.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -998236.375000 Penalty: 4505.599609
	Iteration 37Q: 3 clusters Score -998236.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -998276.812500 Penalty: 4505.599609
	Iteration 38Q: 3 clusters Score -998276.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -998315.312500 Penalty: 4505.599609
	Iteration 39Q: 3 clusters Score -998315.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -998352.250000 Penalty: 4505.599609
	Iteration 40F: 3 clusters Score -998352.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -998375.875000 Penalty: 4505.599609
	Iteration 41Q: 3 clusters Score -998375.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -998394.750000 Penalty: 4505.599609
	Iteration 42Q: 3 clusters Score -998394.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -998409.812500 Penalty: 4505.599609
	Iteration 43Q: 3 clusters Score -998409.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -998420.250000 Penalty: 4505.599609
	Iteration 44Q: 3 clusters Score -998420.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -998427.812500 Penalty: 4505.599609
	Iteration 45Q: 3 clusters Score -998427.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -998432.562500 Penalty: 4505.599609
	Iteration 46Q: 3 clusters Score -998432.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -998434.000000 Penalty: 4505.599609
	Iteration 47Q: 3 clusters Score -998434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -998439.125000 Penalty: 4505.599609
	Iteration 48Q: 3 clusters Score -998439.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -998442.625000 Penalty: 4505.599609
	Iteration 49Q: 3 clusters Score -998442.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -998447.562500 Penalty: 4505.599609
	Iteration 50Q: 3 clusters Score -998447.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -998450.062500 Penalty: 4505.599609
	Iteration 51Q: 3 clusters Score -998450.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -998451.625000 Penalty: 4505.599609
	Iteration 52Q: 3 clusters Score -998451.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -998453.375000 Penalty: 4505.599609
	Iteration 53Q: 3 clusters Score -998453.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -998455.000000 Penalty: 4505.599609
	Iteration 54Q: 3 clusters Score -998455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -998455.625000 Penalty: 4505.599609
	Iteration 55Q: 3 clusters Score -998455.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -998456.625000 Penalty: 4505.599609
	Iteration 56Q: 3 clusters Score -998456.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -998457.187500 Penalty: 4505.599609
	Iteration 57Q: 3 clusters Score -998457.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -998459.500000 Penalty: 4505.599609
	Iteration 58Q: 3 clusters Score -998459.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -998458.625000 Penalty: 4505.599609
	Iteration 59Q: 3 clusters Score -998458.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -998460.937500 Penalty: 4505.599609
	Iteration 60F: 3 clusters Score -998460.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -998458.937500 Penalty: 4505.599609
	Iteration 61Q: 3 clusters Score -998458.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -998463.125000 Penalty: 4505.599609
	Iteration 62Q: 3 clusters Score -998463.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -998462.687500 Penalty: 4505.599609
	Iteration 63Q: 3 clusters Score -998462.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -998463.250000 Penalty: 4505.599609
	Iteration 64Q: 3 clusters Score -998463.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -998463.812500 Penalty: 4505.599609
	Iteration 65Q: 3 clusters Score -998463.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -998466.937500 Penalty: 4505.599609
	Iteration 66Q: 3 clusters Score -998466.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -998464.437500 Penalty: 4505.599609
	Iteration 67Q: 3 clusters Score -998464.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -998465.312500 Penalty: 4505.599609
	Iteration 68Q: 3 clusters Score -998465.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -998466.187500 Penalty: 4505.599609
	Iteration 69Q: 3 clusters Score -998466.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -998465.937500 Penalty: 4505.599609
	Iteration 70Q: 3 clusters Score -998465.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -998465.125000 Penalty: 4505.599609
	Iteration 71Q: 3 clusters Score -998465.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -998465.312500 Penalty: 4505.599609
	Iteration 72Q: 3 clusters Score -998465.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -998465.812500 Penalty: 4505.599609
	Iteration 73Q: 3 clusters Score -998465.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -998467.062500 Penalty: 4505.599609
	Iteration 74Q: 3 clusters Score -998467.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -998468.875000 Penalty: 4505.599609
	Iteration 75Q: 3 clusters Score -998468.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -998466.187500 Penalty: 4505.599609
	Iteration 76Q: 3 clusters Score -998466.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -998466.187500 Penalty: 4505.599609
	Iteration 77F: 3 clusters Score -998466.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (228232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228232 members 
Entering Unmasked Estep 
Score: -28183846.000000 Penalty: 3059.853271
	Iteration 0F: 2 clusters Score -2.818385e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113906 members 
Mstep: Class 2 contains 114326 members 
Entering Unmasked Estep 
Score: -28037810.000000 Penalty: 6119.706543
	Iteration 0F: 3 clusters Score -2.803781e+07 nChanged 110050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113008 members 
Mstep: Class 2 contains 115224 members 
Entering Unmasked Estep 
Score: -28103622.000000 Penalty: 6119.706543
	Iteration 1F: 3 clusters Score -2.810362e+07 nChanged 7097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113189 members 
Mstep: Class 2 contains 115043 members 
Entering Unmasked Estep 
Score: -28105336.000000 Penalty: 6119.706543
	Iteration 2Q: 3 clusters Score -2.810534e+07 nChanged 7987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113510 members 
Mstep: Class 2 contains 114722 members 
Entering Unmasked Estep 
Score: -28107580.000000 Penalty: 6119.706543
	Iteration 3Q: 3 clusters Score -2.810758e+07 nChanged 9201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113991 members 
Mstep: Class 2 contains 114241 members 
Entering Unmasked Estep 
Score: -28110394.000000 Penalty: 6119.706543
	Iteration 4Q: 3 clusters Score -2.811039e+07 nChanged 10191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114572 members 
Mstep: Class 2 contains 113660 members 
Entering Unmasked Estep 
Score: -28114214.000000 Penalty: 6119.706543
	Iteration 5Q: 3 clusters Score -2.811421e+07 nChanged 11013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114951 members 
Mstep: Class 2 contains 113281 members 
Entering Unmasked Estep 
Score: -28118340.000000 Penalty: 6119.706543
	Iteration 6Q: 3 clusters Score -2.811834e+07 nChanged 11261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115158 members 
Mstep: Class 2 contains 113074 members 
Entering Unmasked Estep 
Score: -28123158.000000 Penalty: 6119.706543
	Iteration 7Q: 3 clusters Score -2.812316e+07 nChanged 10879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115053 members 
Mstep: Class 2 contains 113179 members 
Entering Unmasked Estep 
Score: -28127710.000000 Penalty: 6119.706543
	Iteration 8Q: 3 clusters Score -2.812771e+07 nChanged 10129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114660 members 
Mstep: Class 2 contains 113572 members 
Entering Unmasked Estep 
Score: -28131660.000000 Penalty: 6119.706543
	Iteration 9Q: 3 clusters Score -2.813166e+07 nChanged 9322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114074 members 
Mstep: Class 2 contains 114158 members 
Entering Unmasked Estep 
Score: -28135262.000000 Penalty: 6119.706543
	Iteration 10Q: 3 clusters Score -2.813526e+07 nChanged 8675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113409 members 
Mstep: Class 2 contains 114823 members 
Entering Unmasked Estep 
Score: -28138682.000000 Penalty: 6119.706543
	Iteration 11Q: 3 clusters Score -2.813868e+07 nChanged 8572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112749 members 
Mstep: Class 2 contains 115483 members 
Entering Unmasked Estep 
Score: -28142648.000000 Penalty: 6119.706543
	Iteration 12Q: 3 clusters Score -2.814265e+07 nChanged 8790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112495 members 
Mstep: Class 2 contains 115737 members 
Entering Unmasked Estep 
Score: -28147188.000000 Penalty: 6119.706543
	Iteration 13Q: 3 clusters Score -2.814719e+07 nChanged 9119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112786 members 
Mstep: Class 2 contains 115446 members 
Entering Unmasked Estep 
Score: -28152128.000000 Penalty: 6119.706543
	Iteration 14Q: 3 clusters Score -2.815213e+07 nChanged 8777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113545 members 
Mstep: Class 2 contains 114687 members 
Entering Unmasked Estep 
Score: -28156744.000000 Penalty: 6119.706543
	Iteration 15Q: 3 clusters Score -2.815674e+07 nChanged 7236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114593 members 
Mstep: Class 2 contains 113639 members 
Entering Unmasked Estep 
Score: -28159724.000000 Penalty: 6119.706543
	Iteration 16Q: 3 clusters Score -2.815972e+07 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115712 members 
Mstep: Class 2 contains 112520 members 
Entering Unmasked Estep 
Score: -28161252.000000 Penalty: 6119.706543
	Iteration 17Q: 3 clusters Score -2.816125e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116792 members 
Mstep: Class 2 contains 111440 members 
Entering Unmasked Estep 
Score: -28162616.000000 Penalty: 6119.706543
	Iteration 18Q: 3 clusters Score -2.816262e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117948 members 
Mstep: Class 2 contains 110284 members 
Entering Unmasked Estep 
Score: -28163738.000000 Penalty: 6119.706543
	Iteration 19Q: 3 clusters Score -2.816374e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119191 members 
Mstep: Class 2 contains 109041 members 
Entering Unmasked Estep 
Score: -28164776.000000 Penalty: 6119.706543
	Iteration 20F: 3 clusters Score -2.816478e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120555 members 
Mstep: Class 2 contains 107677 members 
Entering Unmasked Estep 
Score: -28165824.000000 Penalty: 6119.706543
	Iteration 21Q: 3 clusters Score -2.816582e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122019 members 
Mstep: Class 2 contains 106213 members 
Entering Unmasked Estep 
Score: -28166822.000000 Penalty: 6119.706543
	Iteration 22Q: 3 clusters Score -2.816682e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123590 members 
Mstep: Class 2 contains 104642 members 
Entering Unmasked Estep 
Score: -28168002.000000 Penalty: 6119.706543
	Iteration 23Q: 3 clusters Score -2.8168e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125116 members 
Mstep: Class 2 contains 103116 members 
Entering Unmasked Estep 
Score: -28169000.000000 Penalty: 6119.706543
	Iteration 24Q: 3 clusters Score -2.8169e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126598 members 
Mstep: Class 2 contains 101634 members 
Entering Unmasked Estep 
Score: -28169966.000000 Penalty: 6119.706543
	Iteration 25Q: 3 clusters Score -2.816997e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128016 members 
Mstep: Class 2 contains 100216 members 
Entering Unmasked Estep 
Score: -28170946.000000 Penalty: 6119.706543
	Iteration 26Q: 3 clusters Score -2.817095e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129366 members 
Mstep: Class 2 contains 98866 members 
Entering Unmasked Estep 
Score: -28171694.000000 Penalty: 6119.706543
	Iteration 27Q: 3 clusters Score -2.817169e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130563 members 
Mstep: Class 2 contains 97669 members 
Entering Unmasked Estep 
Score: -28172242.000000 Penalty: 6119.706543
	Iteration 28Q: 3 clusters Score -2.817224e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131670 members 
Mstep: Class 2 contains 96562 members 
Entering Unmasked Estep 
Score: -28172672.000000 Penalty: 6119.706543
	Iteration 29Q: 3 clusters Score -2.817267e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132779 members 
Mstep: Class 2 contains 95453 members 
Entering Unmasked Estep 
Score: -28172806.000000 Penalty: 6119.706543
	Iteration 30Q: 3 clusters Score -2.817281e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133819 members 
Mstep: Class 2 contains 94413 members 
Entering Unmasked Estep 
Score: -28173118.000000 Penalty: 6119.706543
	Iteration 31Q: 3 clusters Score -2.817312e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134894 members 
Mstep: Class 2 contains 93338 members 
Entering Unmasked Estep 
Score: -28173324.000000 Penalty: 6119.706543
	Iteration 32Q: 3 clusters Score -2.817332e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135927 members 
Mstep: Class 2 contains 92305 members 
Entering Unmasked Estep 
Score: -28173454.000000 Penalty: 6119.706543
	Iteration 33Q: 3 clusters Score -2.817345e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136969 members 
Mstep: Class 2 contains 91263 members 
Entering Unmasked Estep 
Score: -28173728.000000 Penalty: 6119.706543
	Iteration 34Q: 3 clusters Score -2.817373e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137948 members 
Mstep: Class 2 contains 90284 members 
Entering Unmasked Estep 
Score: -28173800.000000 Penalty: 6119.706543
	Iteration 35Q: 3 clusters Score -2.81738e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138930 members 
Mstep: Class 2 contains 89302 members 
Entering Unmasked Estep 
Score: -28173884.000000 Penalty: 6119.706543
	Iteration 36Q: 3 clusters Score -2.817388e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139914 members 
Mstep: Class 2 contains 88318 members 
Entering Unmasked Estep 
Score: -28173922.000000 Penalty: 6119.706543
	Iteration 37Q: 3 clusters Score -2.817392e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140868 members 
Mstep: Class 2 contains 87364 members 
Entering Unmasked Estep 
Score: -28173956.000000 Penalty: 6119.706543
	Iteration 38Q: 3 clusters Score -2.817396e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141816 members 
Mstep: Class 2 contains 86416 members 
Entering Unmasked Estep 
Score: -28173992.000000 Penalty: 6119.706543
	Iteration 39Q: 3 clusters Score -2.817399e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142792 members 
Mstep: Class 2 contains 85440 members 
Entering Unmasked Estep 
Score: -28174162.000000 Penalty: 6119.706543
	Iteration 40F: 3 clusters Score -2.817416e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143849 members 
Mstep: Class 2 contains 84383 members 
Entering Unmasked Estep 
Score: -28174270.000000 Penalty: 6119.706543
	Iteration 41Q: 3 clusters Score -2.817427e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144953 members 
Mstep: Class 2 contains 83279 members 
Entering Unmasked Estep 
Score: -28174258.000000 Penalty: 6119.706543
	Iteration 42Q: 3 clusters Score -2.817426e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146048 members 
Mstep: Class 2 contains 82184 members 
Entering Unmasked Estep 
Score: -28174284.000000 Penalty: 6119.706543
	Iteration 43Q: 3 clusters Score -2.817428e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147134 members 
Mstep: Class 2 contains 81098 members 
Entering Unmasked Estep 
Score: -28174358.000000 Penalty: 6119.706543
	Iteration 44Q: 3 clusters Score -2.817436e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148261 members 
Mstep: Class 2 contains 79971 members 
Entering Unmasked Estep 
Score: -28174338.000000 Penalty: 6119.706543
	Iteration 45Q: 3 clusters Score -2.817434e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149435 members 
Mstep: Class 2 contains 78797 members 
Entering Unmasked Estep 
Score: -28174398.000000 Penalty: 6119.706543
	Iteration 46Q: 3 clusters Score -2.81744e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150675 members 
Mstep: Class 2 contains 77557 members 
Entering Unmasked Estep 
Score: -28174450.000000 Penalty: 6119.706543
	Iteration 47Q: 3 clusters Score -2.817445e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151876 members 
Mstep: Class 2 contains 76356 members 
Entering Unmasked Estep 
Score: -28174594.000000 Penalty: 6119.706543
	Iteration 48Q: 3 clusters Score -2.817459e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153106 members 
Mstep: Class 2 contains 75126 members 
Entering Unmasked Estep 
Score: -28174590.000000 Penalty: 6119.706543
	Iteration 49Q: 3 clusters Score -2.817459e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154410 members 
Mstep: Class 2 contains 73822 members 
Entering Unmasked Estep 
Score: -28174774.000000 Penalty: 6119.706543
	Iteration 50Q: 3 clusters Score -2.817477e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155743 members 
Mstep: Class 2 contains 72489 members 
Entering Unmasked Estep 
Score: -28174896.000000 Penalty: 6119.706543
	Iteration 51Q: 3 clusters Score -2.81749e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157135 members 
Mstep: Class 2 contains 71097 members 
Entering Unmasked Estep 
Score: -28175078.000000 Penalty: 6119.706543
	Iteration 52Q: 3 clusters Score -2.817508e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158562 members 
Mstep: Class 2 contains 69670 members 
Entering Unmasked Estep 
Score: -28175268.000000 Penalty: 6119.706543
	Iteration 53Q: 3 clusters Score -2.817527e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159997 members 
Mstep: Class 2 contains 68235 members 
Entering Unmasked Estep 
Score: -28175324.000000 Penalty: 6119.706543
	Iteration 54Q: 3 clusters Score -2.817532e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161439 members 
Mstep: Class 2 contains 66793 members 
Entering Unmasked Estep 
Score: -28175486.000000 Penalty: 6119.706543
	Iteration 55Q: 3 clusters Score -2.817549e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162951 members 
Mstep: Class 2 contains 65281 members 
Entering Unmasked Estep 
Score: -28175658.000000 Penalty: 6119.706543
	Iteration 56Q: 3 clusters Score -2.817566e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164542 members 
Mstep: Class 2 contains 63690 members 
Entering Unmasked Estep 
Score: -28175850.000000 Penalty: 6119.706543
	Iteration 57Q: 3 clusters Score -2.817585e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166168 members 
Mstep: Class 2 contains 62064 members 
Entering Unmasked Estep 
Score: -28175962.000000 Penalty: 6119.706543
	Iteration 58Q: 3 clusters Score -2.817596e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167749 members 
Mstep: Class 2 contains 60483 members 
Entering Unmasked Estep 
Score: -28176024.000000 Penalty: 6119.706543
	Iteration 59Q: 3 clusters Score -2.817602e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169361 members 
Mstep: Class 2 contains 58871 members 
Entering Unmasked Estep 
Score: -28176214.000000 Penalty: 6119.706543
	Iteration 60F: 3 clusters Score -2.817621e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171068 members 
Mstep: Class 2 contains 57164 members 
Entering Unmasked Estep 
Score: -28176338.000000 Penalty: 6119.706543
	Iteration 61Q: 3 clusters Score -2.817634e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172822 members 
Mstep: Class 2 contains 55410 members 
Entering Unmasked Estep 
Score: -28176542.000000 Penalty: 6119.706543
	Iteration 62Q: 3 clusters Score -2.817654e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174672 members 
Mstep: Class 2 contains 53560 members 
Entering Unmasked Estep 
Score: -28176680.000000 Penalty: 6119.706543
	Iteration 63Q: 3 clusters Score -2.817668e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176644 members 
Mstep: Class 2 contains 51588 members 
Entering Unmasked Estep 
Score: -28176806.000000 Penalty: 6119.706543
	Iteration 64Q: 3 clusters Score -2.817681e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178562 members 
Mstep: Class 2 contains 49670 members 
Entering Unmasked Estep 
Score: -28176842.000000 Penalty: 6119.706543
	Iteration 65Q: 3 clusters Score -2.817684e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180496 members 
Mstep: Class 2 contains 47736 members 
Entering Unmasked Estep 
Score: -28177072.000000 Penalty: 6119.706543
	Iteration 66Q: 3 clusters Score -2.817707e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182488 members 
Mstep: Class 2 contains 45744 members 
Entering Unmasked Estep 
Score: -28177130.000000 Penalty: 6119.706543
	Iteration 67Q: 3 clusters Score -2.817713e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184459 members 
Mstep: Class 2 contains 43773 members 
Entering Unmasked Estep 
Score: -28177164.000000 Penalty: 6119.706543
	Iteration 68Q: 3 clusters Score -2.817716e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186472 members 
Mstep: Class 2 contains 41760 members 
Entering Unmasked Estep 
Score: -28177378.000000 Penalty: 6119.706543
	Iteration 69Q: 3 clusters Score -2.817738e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188516 members 
Mstep: Class 2 contains 39716 members 
Entering Unmasked Estep 
Score: -28177324.000000 Penalty: 6119.706543
	Iteration 70Q: 3 clusters Score -2.817732e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190562 members 
Mstep: Class 2 contains 37670 members 
Entering Unmasked Estep 
Score: -28177322.000000 Penalty: 6119.706543
	Iteration 71Q: 3 clusters Score -2.817732e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192602 members 
Mstep: Class 2 contains 35630 members 
Entering Unmasked Estep 
Score: -28177476.000000 Penalty: 6119.706543
	Iteration 72Q: 3 clusters Score -2.817748e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194638 members 
Mstep: Class 2 contains 33594 members 
Entering Unmasked Estep 
Score: -28177574.000000 Penalty: 6119.706543
	Iteration 73Q: 3 clusters Score -2.817757e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196623 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -28177840.000000 Penalty: 6119.706543
	Iteration 74Q: 3 clusters Score -2.817784e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198647 members 
Mstep: Class 2 contains 29585 members 
Entering Unmasked Estep 
Score: -28178026.000000 Penalty: 6119.706543
	Iteration 75Q: 3 clusters Score -2.817803e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200696 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -28178106.000000 Penalty: 6119.706543
	Iteration 76Q: 3 clusters Score -2.817811e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202668 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -28178314.000000 Penalty: 6119.706543
	Iteration 77Q: 3 clusters Score -2.817831e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204633 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -28178550.000000 Penalty: 6119.706543
	Iteration 78Q: 3 clusters Score -2.817855e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206622 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -28178668.000000 Penalty: 6119.706543
	Iteration 79Q: 3 clusters Score -2.817867e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208513 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -28178794.000000 Penalty: 6119.706543
	Iteration 80F: 3 clusters Score -2.817879e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210312 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -28179056.000000 Penalty: 6119.706543
	Iteration 81Q: 3 clusters Score -2.817906e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212017 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -28179224.000000 Penalty: 6119.706543
	Iteration 82Q: 3 clusters Score -2.817922e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213620 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -28179326.000000 Penalty: 6119.706543
	Iteration 83Q: 3 clusters Score -2.817933e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215047 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -28179506.000000 Penalty: 6119.706543
	Iteration 84Q: 3 clusters Score -2.817951e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216415 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -28179748.000000 Penalty: 6119.706543
	Iteration 85Q: 3 clusters Score -2.817975e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217756 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -28179922.000000 Penalty: 6119.706543
	Iteration 86Q: 3 clusters Score -2.817992e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218954 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -28180164.000000 Penalty: 6119.706543
	Iteration 87Q: 3 clusters Score -2.818016e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220086 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -28180372.000000 Penalty: 6119.706543
	Iteration 88Q: 3 clusters Score -2.818037e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221108 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -28180542.000000 Penalty: 6119.706543
	Iteration 89Q: 3 clusters Score -2.818054e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222013 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -28180682.000000 Penalty: 6119.706543
	Iteration 90Q: 3 clusters Score -2.818068e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222819 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -28180782.000000 Penalty: 6119.706543
	Iteration 91Q: 3 clusters Score -2.818078e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223503 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -28180856.000000 Penalty: 6119.706543
	Iteration 92Q: 3 clusters Score -2.818086e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224071 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -28180984.000000 Penalty: 6119.706543
	Iteration 93Q: 3 clusters Score -2.818098e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224565 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -28181028.000000 Penalty: 6119.706543
	Iteration 94Q: 3 clusters Score -2.818103e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224989 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -28181222.000000 Penalty: 6119.706543
	Iteration 95Q: 3 clusters Score -2.818122e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225359 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -28181268.000000 Penalty: 6119.706543
	Iteration 96Q: 3 clusters Score -2.818127e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225668 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -28181298.000000 Penalty: 6119.706543
	Iteration 97Q: 3 clusters Score -2.81813e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225932 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -28181340.000000 Penalty: 6119.706543
	Iteration 98Q: 3 clusters Score -2.818134e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226146 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -28181390.000000 Penalty: 6119.706543
	Iteration 99Q: 3 clusters Score -2.818139e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226311 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -28181436.000000 Penalty: 6119.706543
	Iteration 100F: 3 clusters Score -2.818144e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226455 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -28181444.000000 Penalty: 6119.706543
	Iteration 101Q: 3 clusters Score -2.818144e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226556 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -28181496.000000 Penalty: 6119.706543
	Iteration 102Q: 3 clusters Score -2.81815e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226639 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -28181524.000000 Penalty: 6119.706543
	Iteration 103Q: 3 clusters Score -2.818152e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226712 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -28181536.000000 Penalty: 6119.706543
	Iteration 104Q: 3 clusters Score -2.818154e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226785 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -28181566.000000 Penalty: 6119.706543
	Iteration 105Q: 3 clusters Score -2.818157e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226847 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -28181590.000000 Penalty: 6119.706543
	Iteration 106Q: 3 clusters Score -2.818159e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226897 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -28181594.000000 Penalty: 6119.706543
	Iteration 107Q: 3 clusters Score -2.818159e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226933 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -28181566.000000 Penalty: 6119.706543
	Iteration 108Q: 3 clusters Score -2.818157e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226958 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -28181588.000000 Penalty: 6119.706543
	Iteration 109Q: 3 clusters Score -2.818159e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226989 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -28181588.000000 Penalty: 6119.706543
	Iteration 110Q: 3 clusters Score -2.818159e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227019 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -28181618.000000 Penalty: 6119.706543
	Iteration 111Q: 3 clusters Score -2.818162e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227040 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -28181616.000000 Penalty: 6119.706543
	Iteration 112Q: 3 clusters Score -2.818162e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227058 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -28181604.000000 Penalty: 6119.706543
	Iteration 113Q: 3 clusters Score -2.81816e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227075 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -28181596.000000 Penalty: 6119.706543
	Iteration 114Q: 3 clusters Score -2.81816e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227101 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -28181612.000000 Penalty: 6119.706543
	Iteration 115Q: 3 clusters Score -2.818161e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227121 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -28181624.000000 Penalty: 6119.706543
	Iteration 116Q: 3 clusters Score -2.818162e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227140 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -28181642.000000 Penalty: 6119.706543
	Iteration 117Q: 3 clusters Score -2.818164e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227155 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -28181626.000000 Penalty: 6119.706543
	Iteration 118Q: 3 clusters Score -2.818163e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227164 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -28181626.000000 Penalty: 6119.706543
	Iteration 119Q: 3 clusters Score -2.818163e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227168 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -28181618.000000 Penalty: 6119.706543
	Iteration 120F: 3 clusters Score -2.818162e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227175 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -28181632.000000 Penalty: 6119.706543
	Iteration 121Q: 3 clusters Score -2.818163e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227180 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -28181634.000000 Penalty: 6119.706543
	Iteration 122Q: 3 clusters Score -2.818163e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227181 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -28181636.000000 Penalty: 6119.706543
	Iteration 123Q: 3 clusters Score -2.818164e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227182 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -28181624.000000 Penalty: 6119.706543
	Iteration 124Q: 3 clusters Score -2.818162e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227182 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -28181624.000000 Penalty: 6119.706543
	Iteration 125F: 3 clusters Score -2.818162e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (29882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29882 members 
Entering Unmasked Estep 
Score: -3660120.000000 Penalty: 2555.642822
	Iteration 0F: 2 clusters Score -3660120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -3639733.000000 Penalty: 5111.285645
	Iteration 0F: 3 clusters Score -3639733 nChanged 13494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -3647126.250000 Penalty: 5111.285645
	Iteration 1F: 3 clusters Score -3647126 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -3647596.000000 Penalty: 5111.285645
	Iteration 2Q: 3 clusters Score -3647596 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -3648000.000000 Penalty: 5111.285645
	Iteration 3Q: 3 clusters Score -3648000 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -3648377.000000 Penalty: 5111.285645
	Iteration 4Q: 3 clusters Score -3648377 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -3648765.250000 Penalty: 5111.285645
	Iteration 5Q: 3 clusters Score -3648765 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -3649192.250000 Penalty: 5111.285645
	Iteration 6Q: 3 clusters Score -3649192 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -3649711.000000 Penalty: 5111.285645
	Iteration 7Q: 3 clusters Score -3649711 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -3650328.000000 Penalty: 5111.285645
	Iteration 8Q: 3 clusters Score -3650328 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -3651068.750000 Penalty: 5111.285645
	Iteration 9Q: 3 clusters Score -3651069 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -3651872.000000 Penalty: 5111.285645
	Iteration 10Q: 3 clusters Score -3651872 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -3652768.750000 Penalty: 5111.285645
	Iteration 11Q: 3 clusters Score -3652769 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -3653724.750000 Penalty: 5111.285645
	Iteration 12Q: 3 clusters Score -3653725 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -3654748.750000 Penalty: 5111.285645
	Iteration 13Q: 3 clusters Score -3654749 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -3655866.250000 Penalty: 5111.285645
	Iteration 14Q: 3 clusters Score -3655866 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -3656685.500000 Penalty: 5111.285645
	Iteration 15Q: 3 clusters Score -3656686 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -3657029.500000 Penalty: 5111.285645
	Iteration 16Q: 3 clusters Score -3657030 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 25037 members 
Entering Unmasked Estep 
Score: -3657210.500000 Penalty: 5111.285645
	Iteration 17Q: 3 clusters Score -3657210 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -3657339.500000 Penalty: 5111.285645
	Iteration 18Q: 3 clusters Score -3657340 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -3657448.500000 Penalty: 5111.285645
	Iteration 19Q: 3 clusters Score -3657448 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -3657533.000000 Penalty: 5111.285645
	Iteration 20F: 3 clusters Score -3657533 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -3657582.500000 Penalty: 5111.285645
	Iteration 21Q: 3 clusters Score -3657582 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -3657629.750000 Penalty: 5111.285645
	Iteration 22Q: 3 clusters Score -3657630 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -3657654.500000 Penalty: 5111.285645
	Iteration 23Q: 3 clusters Score -3657654 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -3657690.500000 Penalty: 5111.285645
	Iteration 24Q: 3 clusters Score -3657690 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -3657719.500000 Penalty: 5111.285645
	Iteration 25Q: 3 clusters Score -3657720 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 26485 members 
Entering Unmasked Estep 
Score: -3657739.750000 Penalty: 5111.285645
	Iteration 26Q: 3 clusters Score -3657740 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -3657757.000000 Penalty: 5111.285645
	Iteration 27Q: 3 clusters Score -3657757 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 26635 members 
Entering Unmasked Estep 
Score: -3657780.250000 Penalty: 5111.285645
	Iteration 28Q: 3 clusters Score -3657780 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -3657795.750000 Penalty: 5111.285645
	Iteration 29Q: 3 clusters Score -3657796 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 26762 members 
Entering Unmasked Estep 
Score: -3657813.000000 Penalty: 5111.285645
	Iteration 30Q: 3 clusters Score -3657813 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -3657823.250000 Penalty: 5111.285645
	Iteration 31Q: 3 clusters Score -3657823 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -3657845.000000 Penalty: 5111.285645
	Iteration 32Q: 3 clusters Score -3657845 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -3657849.000000 Penalty: 5111.285645
	Iteration 33Q: 3 clusters Score -3657849 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -3657860.750000 Penalty: 5111.285645
	Iteration 34Q: 3 clusters Score -3657861 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -3657865.250000 Penalty: 5111.285645
	Iteration 35Q: 3 clusters Score -3657865 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -3657888.000000 Penalty: 5111.285645
	Iteration 36Q: 3 clusters Score -3657888 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 27099 members 
Entering Unmasked Estep 
Score: -3657891.750000 Penalty: 5111.285645
	Iteration 37Q: 3 clusters Score -3657892 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
Score: -3657903.250000 Penalty: 5111.285645
	Iteration 38Q: 3 clusters Score -3657903 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -3657909.500000 Penalty: 5111.285645
	Iteration 39Q: 3 clusters Score -3657910 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -3657920.500000 Penalty: 5111.285645
	Iteration 40F: 3 clusters Score -3657920 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -3657922.750000 Penalty: 5111.285645
	Iteration 41Q: 3 clusters Score -3657923 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -3657934.250000 Penalty: 5111.285645
	Iteration 42Q: 3 clusters Score -3657934 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -3657937.750000 Penalty: 5111.285645
	Iteration 43Q: 3 clusters Score -3657938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -3657935.000000 Penalty: 5111.285645
	Iteration 44Q: 3 clusters Score -3657935 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -3657940.250000 Penalty: 5111.285645
	Iteration 45Q: 3 clusters Score -3657940 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -3657943.000000 Penalty: 5111.285645
	Iteration 46Q: 3 clusters Score -3657943 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -3657949.000000 Penalty: 5111.285645
	Iteration 47Q: 3 clusters Score -3657949 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -3657954.000000 Penalty: 5111.285645
	Iteration 48Q: 3 clusters Score -3657954 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -3657956.250000 Penalty: 5111.285645
	Iteration 49Q: 3 clusters Score -3657956 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -3657968.250000 Penalty: 5111.285645
	Iteration 50Q: 3 clusters Score -3657968 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -3657966.500000 Penalty: 5111.285645
	Iteration 51Q: 3 clusters Score -3657966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -3657977.750000 Penalty: 5111.285645
	Iteration 52Q: 3 clusters Score -3657978 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 27499 members 
Entering Unmasked Estep 
Score: -3657980.250000 Penalty: 5111.285645
	Iteration 53Q: 3 clusters Score -3657980 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -3657989.000000 Penalty: 5111.285645
	Iteration 54Q: 3 clusters Score -3657989 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -3657988.500000 Penalty: 5111.285645
	Iteration 55Q: 3 clusters Score -3657988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -3657988.750000 Penalty: 5111.285645
	Iteration 56Q: 3 clusters Score -3657989 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -3657991.750000 Penalty: 5111.285645
	Iteration 57Q: 3 clusters Score -3657992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 27577 members 
Entering Unmasked Estep 
Score: -3657992.250000 Penalty: 5111.285645
	Iteration 58Q: 3 clusters Score -3657992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -3657990.500000 Penalty: 5111.285645
	Iteration 59Q: 3 clusters Score -3657990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -3657994.750000 Penalty: 5111.285645
	Iteration 60F: 3 clusters Score -3657995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -3657993.750000 Penalty: 5111.285645
	Iteration 61Q: 3 clusters Score -3657994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -3657994.500000 Penalty: 5111.285645
	Iteration 62Q: 3 clusters Score -3657994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -3657995.250000 Penalty: 5111.285645
	Iteration 63Q: 3 clusters Score -3657995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 27602 members 
Entering Unmasked Estep 
Score: -3657992.500000 Penalty: 5111.285645
	Iteration 64Q: 3 clusters Score -3657992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -3657990.750000 Penalty: 5111.285645
	Iteration 65Q: 3 clusters Score -3657991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -3657992.250000 Penalty: 5111.285645
	Iteration 66Q: 3 clusters Score -3657992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -3657995.000000 Penalty: 5111.285645
	Iteration 67Q: 3 clusters Score -3657995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -3657995.000000 Penalty: 5111.285645
	Iteration 68F: 3 clusters Score -3657995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Entering Unmasked Estep 
Score: -405601.375000 Penalty: 2019.808472
	Iteration 0F: 2 clusters Score -405601.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -402076.281250 Penalty: 4039.616943
	Iteration 0F: 3 clusters Score -402076.3 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -402901.531250 Penalty: 4039.616943
	Iteration 1F: 3 clusters Score -402901.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -403209.968750 Penalty: 4039.616943
	Iteration 2F: 3 clusters Score -403210 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -403449.375000 Penalty: 4039.616943
	Iteration 3F: 3 clusters Score -403449.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -403669.281250 Penalty: 4039.616943
	Iteration 4F: 3 clusters Score -403669.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -403865.812500 Penalty: 4039.616943
	Iteration 5F: 3 clusters Score -403865.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -404073.750000 Penalty: 4039.616943
	Iteration 6F: 3 clusters Score -404073.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -404276.343750 Penalty: 4039.616943
	Iteration 7Q: 3 clusters Score -404276.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -404475.406250 Penalty: 4039.616943
	Iteration 8Q: 3 clusters Score -404475.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -404712.093750 Penalty: 4039.616943
	Iteration 9Q: 3 clusters Score -404712.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -405011.937500 Penalty: 4039.616943
	Iteration 10Q: 3 clusters Score -405011.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -405222.062500 Penalty: 4039.616943
	Iteration 11Q: 3 clusters Score -405222.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -405320.812500 Penalty: 4039.616943
	Iteration 12Q: 3 clusters Score -405320.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -405372.937500 Penalty: 4039.616943
	Iteration 13Q: 3 clusters Score -405372.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -405397.625000 Penalty: 4039.616943
	Iteration 14Q: 3 clusters Score -405397.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -405411.718750 Penalty: 4039.616943
	Iteration 15Q: 3 clusters Score -405411.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -405418.375000 Penalty: 4039.616943
	Iteration 16Q: 3 clusters Score -405418.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -405420.625000 Penalty: 4039.616943
	Iteration 17Q: 3 clusters Score -405420.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -405422.843750 Penalty: 4039.616943
	Iteration 18Q: 3 clusters Score -405422.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -405424.000000 Penalty: 4039.616943
	Iteration 19Q: 3 clusters Score -405424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -405426.000000 Penalty: 4039.616943
	Iteration 20F: 3 clusters Score -405426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -405425.687500 Penalty: 4039.616943
	Iteration 21Q: 3 clusters Score -405425.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -405425.687500 Penalty: 4039.616943
	Iteration 22F: 3 clusters Score -405425.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Entering Unmasked Estep 
Score: -675458.875000 Penalty: 2170.718506
	Iteration 0F: 2 clusters Score -675458.9 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 3156 members 
Entering Unmasked Estep 
Score: -670147.937500 Penalty: 4341.437012
	Iteration 0F: 3 clusters Score -670147.9 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -671938.375000 Penalty: 4341.437012
	Iteration 1F: 3 clusters Score -671938.4 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -672610.375000 Penalty: 4341.437012
	Iteration 2F: 3 clusters Score -672610.4 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -673213.125000 Penalty: 4341.437012
	Iteration 3F: 3 clusters Score -673213.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -673800.187500 Penalty: 4341.437012
	Iteration 4F: 3 clusters Score -673800.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -674199.812500 Penalty: 4341.437012
	Iteration 5F: 3 clusters Score -674199.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -674493.625000 Penalty: 4341.437012
	Iteration 6F: 3 clusters Score -674493.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -674732.937500 Penalty: 4341.437012
	Iteration 7Q: 3 clusters Score -674732.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -674909.750000 Penalty: 4341.437012
	Iteration 8Q: 3 clusters Score -674909.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -675037.250000 Penalty: 4341.437012
	Iteration 9Q: 3 clusters Score -675037.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -675136.375000 Penalty: 4341.437012
	Iteration 10Q: 3 clusters Score -675136.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -675241.250000 Penalty: 4341.437012
	Iteration 11Q: 3 clusters Score -675241.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -675337.375000 Penalty: 4341.437012
	Iteration 12Q: 3 clusters Score -675337.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -675424.875000 Penalty: 4341.437012
	Iteration 13Q: 3 clusters Score -675424.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -675487.875000 Penalty: 4341.437012
	Iteration 14Q: 3 clusters Score -675487.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -675535.250000 Penalty: 4341.437012
	Iteration 15Q: 3 clusters Score -675535.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -675564.937500 Penalty: 4341.437012
	Iteration 16Q: 3 clusters Score -675564.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -675582.187500 Penalty: 4341.437012
	Iteration 17Q: 3 clusters Score -675582.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -675603.687500 Penalty: 4341.437012
	Iteration 18Q: 3 clusters Score -675603.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -675624.125000 Penalty: 4341.437012
	Iteration 19Q: 3 clusters Score -675624.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -675635.625000 Penalty: 4341.437012
	Iteration 20F: 3 clusters Score -675635.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -675642.250000 Penalty: 4341.437012
	Iteration 21Q: 3 clusters Score -675642.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -675646.437500 Penalty: 4341.437012
	Iteration 22Q: 3 clusters Score -675646.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -675648.812500 Penalty: 4341.437012
	Iteration 23Q: 3 clusters Score -675648.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -675650.875000 Penalty: 4341.437012
	Iteration 24Q: 3 clusters Score -675650.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -675650.500000 Penalty: 4341.437012
	Iteration 25Q: 3 clusters Score -675650.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -675650.500000 Penalty: 4341.437012
	Iteration 26F: 3 clusters Score -675650.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 10506 members 
Mstep: Class 3 contains 57330 members 
Mstep: Class 4 contains 9267 members 
Mstep: Class 5 contains 4138 members 
Mstep: Class 6 contains 17496 members 
Mstep: Class 7 contains 14955 members 
Mstep: Class 8 contains 126260 members 
Mstep: Class 9 contains 12343 members 
Mstep: Class 10 contains 200125 members 
Mstep: Class 11 contains 212384 members 
Mstep: Class 12 contains 12635 members 
Mstep: Class 13 contains 326211 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41740 members 
Mstep: Class 16 contains 41317 members 
Mstep: Class 17 contains 11658 members 
Mstep: Class 18 contains 16563 members 
Mstep: Class 19 contains 6482 members 
Mstep: Class 20 contains 6028 members 
Mstep: Class 21 contains 40369 members 
Mstep: Class 22 contains 28448 members 
Mstep: Class 23 contains 175821 members 
Mstep: Class 24 contains 94152 members 
Mstep: Class 25 contains 8812 members 
Mstep: Class 26 contains 228232 members 
Mstep: Class 27 contains 29882 members 
Mstep: Class 28 contains 3444 members 
Mstep: Class 29 contains 4518 members 
Mstep: Class 30 contains 103819 members 
Mstep: Class 31 contains 14552 members 
Mstep: Class 32 contains 3099 members 
Mstep: Class 33 contains 82154 members 
Mstep: Class 34 contains 8905 members 
Mstep: Class 35 contains 8792 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8513 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10414 members 
Mstep: Class 41 contains 997 members 
Mstep: Class 42 contains 1811 members 
Entering Unmasked Estep 
Score: -235460688.000000 Penalty: 151070.828125
Splitting cluster 29 changes total score from -235462016.000000 to -235460688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (103819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103819 members 
Entering Unmasked Estep 
Score: -12714052.000000 Penalty: 2864.500244
	Iteration 0F: 2 clusters Score -1.271405e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51836 members 
Mstep: Class 2 contains 51983 members 
Entering Unmasked Estep 
Score: -12644385.000000 Penalty: 5729.000488
	Iteration 0F: 3 clusters Score -1.264438e+07 nChanged 49291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49929 members 
Mstep: Class 2 contains 53890 members 
Entering Unmasked Estep 
Score: -12672976.000000 Penalty: 5729.000488
	Iteration 1F: 3 clusters Score -1.267298e+07 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48290 members 
Mstep: Class 2 contains 55529 members 
Entering Unmasked Estep 
Score: -12674293.000000 Penalty: 5729.000488
	Iteration 2Q: 3 clusters Score -1.267429e+07 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45756 members 
Mstep: Class 2 contains 58063 members 
Entering Unmasked Estep 
Score: -12676182.000000 Penalty: 5729.000488
	Iteration 3Q: 3 clusters Score -1.267618e+07 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42177 members 
Mstep: Class 2 contains 61642 members 
Entering Unmasked Estep 
Score: -12679164.000000 Penalty: 5729.000488
	Iteration 4F: 3 clusters Score -1.267916e+07 nChanged 6725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37522 members 
Mstep: Class 2 contains 66297 members 
Entering Unmasked Estep 
Score: -12682959.000000 Penalty: 5729.000488
	Iteration 5F: 3 clusters Score -1.268296e+07 nChanged 7105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32135 members 
Mstep: Class 2 contains 71684 members 
Entering Unmasked Estep 
Score: -12687285.000000 Penalty: 5729.000488
	Iteration 6F: 3 clusters Score -1.268728e+07 nChanged 6836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 77364 members 
Entering Unmasked Estep 
Score: -12691583.000000 Penalty: 5729.000488
	Iteration 7F: 3 clusters Score -1.269158e+07 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 83070 members 
Entering Unmasked Estep 
Score: -12695825.000000 Penalty: 5729.000488
	Iteration 8F: 3 clusters Score -1.269582e+07 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 88557 members 
Entering Unmasked Estep 
Score: -12699951.000000 Penalty: 5729.000488
	Iteration 9F: 3 clusters Score -1.269995e+07 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 93328 members 
Entering Unmasked Estep 
Score: -12703458.000000 Penalty: 5729.000488
	Iteration 10Q: 3 clusters Score -1.270346e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 97121 members 
Entering Unmasked Estep 
Score: -12706356.000000 Penalty: 5729.000488
	Iteration 11Q: 3 clusters Score -1.270636e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 99889 members 
Entering Unmasked Estep 
Score: -12708684.000000 Penalty: 5729.000488
	Iteration 12Q: 3 clusters Score -1.270868e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 101596 members 
Entering Unmasked Estep 
Score: -12710105.000000 Penalty: 5729.000488
	Iteration 13Q: 3 clusters Score -1.27101e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 102494 members 
Entering Unmasked Estep 
Score: -12710779.000000 Penalty: 5729.000488
	Iteration 14Q: 3 clusters Score -1.271078e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 102947 members 
Entering Unmasked Estep 
Score: -12711134.000000 Penalty: 5729.000488
	Iteration 15Q: 3 clusters Score -1.271113e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 103158 members 
Entering Unmasked Estep 
Score: -12711302.000000 Penalty: 5729.000488
	Iteration 16Q: 3 clusters Score -1.27113e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 103255 members 
Entering Unmasked Estep 
Score: -12711398.000000 Penalty: 5729.000488
	Iteration 17Q: 3 clusters Score -1.27114e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 103308 members 
Entering Unmasked Estep 
Score: -12711443.000000 Penalty: 5729.000488
	Iteration 18Q: 3 clusters Score -1.271144e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 103342 members 
Entering Unmasked Estep 
Score: -12711494.000000 Penalty: 5729.000488
	Iteration 19Q: 3 clusters Score -1.271149e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 103366 members 
Entering Unmasked Estep 
Score: -12711519.000000 Penalty: 5729.000488
	Iteration 20F: 3 clusters Score -1.271152e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 103378 members 
Entering Unmasked Estep 
Score: -12711535.000000 Penalty: 5729.000488
	Iteration 21Q: 3 clusters Score -1.271154e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 103392 members 
Entering Unmasked Estep 
Score: -12711539.000000 Penalty: 5729.000488
	Iteration 22Q: 3 clusters Score -1.271154e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 103398 members 
Entering Unmasked Estep 
Score: -12711543.000000 Penalty: 5729.000488
	Iteration 23Q: 3 clusters Score -1.271154e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 103399 members 
Entering Unmasked Estep 
Score: -12711560.000000 Penalty: 5729.000488
	Iteration 24Q: 3 clusters Score -1.271156e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 103399 members 
Entering Unmasked Estep 
Score: -12711544.000000 Penalty: 5729.000488
	Iteration 25Q: 3 clusters Score -1.271154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 103401 members 
Entering Unmasked Estep 
Score: -12711549.000000 Penalty: 5729.000488
	Iteration 26Q: 3 clusters Score -1.271155e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 103401 members 
Entering Unmasked Estep 
Score: -12711549.000000 Penalty: 5729.000488
	Iteration 27F: 3 clusters Score -1.271155e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (14552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Entering Unmasked Estep 
Score: -1649011.000000 Penalty: 2377.199951
	Iteration 0F: 2 clusters Score -1649011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1638385.500000 Penalty: 4754.399902
	Iteration 0F: 3 clusters Score -1638386 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1641971.625000 Penalty: 4754.399902
	Iteration 1F: 3 clusters Score -1641972 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1642429.875000 Penalty: 4754.399902
	Iteration 2F: 3 clusters Score -1642430 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1642821.750000 Penalty: 4754.399902
	Iteration 3F: 3 clusters Score -1642822 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1643206.375000 Penalty: 4754.399902
	Iteration 4F: 3 clusters Score -1643206 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1643637.875000 Penalty: 4754.399902
	Iteration 5Q: 3 clusters Score -1643638 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1644076.875000 Penalty: 4754.399902
	Iteration 6Q: 3 clusters Score -1644077 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1644514.625000 Penalty: 4754.399902
	Iteration 7Q: 3 clusters Score -1644515 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1644976.000000 Penalty: 4754.399902
	Iteration 8Q: 3 clusters Score -1644976 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1645454.375000 Penalty: 4754.399902
	Iteration 9Q: 3 clusters Score -1645454 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1646025.750000 Penalty: 4754.399902
	Iteration 10Q: 3 clusters Score -1646026 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1646639.750000 Penalty: 4754.399902
	Iteration 11Q: 3 clusters Score -1646640 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1647302.000000 Penalty: 4754.399902
	Iteration 12Q: 3 clusters Score -1647302 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1647877.125000 Penalty: 4754.399902
	Iteration 13Q: 3 clusters Score -1647877 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1648288.875000 Penalty: 4754.399902
	Iteration 14Q: 3 clusters Score -1648289 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1648583.500000 Penalty: 4754.399902
	Iteration 15Q: 3 clusters Score -1648584 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1648755.625000 Penalty: 4754.399902
	Iteration 16Q: 3 clusters Score -1648756 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1648851.750000 Penalty: 4754.399902
	Iteration 17Q: 3 clusters Score -1648852 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1648894.250000 Penalty: 4754.399902
	Iteration 18Q: 3 clusters Score -1648894 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1648906.750000 Penalty: 4754.399902
	Iteration 19Q: 3 clusters Score -1648907 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1648920.500000 Penalty: 4754.399902
	Iteration 20F: 3 clusters Score -1648920 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1648925.375000 Penalty: 4754.399902
	Iteration 21Q: 3 clusters Score -1648925 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1648924.750000 Penalty: 4754.399902
	Iteration 22Q: 3 clusters Score -1648925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1648926.500000 Penalty: 4754.399902
	Iteration 23Q: 3 clusters Score -1648926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1648925.375000 Penalty: 4754.399902
	Iteration 24Q: 3 clusters Score -1648925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1648927.000000 Penalty: 4754.399902
	Iteration 25Q: 3 clusters Score -1648927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1648927.000000 Penalty: 4754.399902
	Iteration 26F: 3 clusters Score -1648927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Entering Unmasked Estep 
Score: -352036.375000 Penalty: 1993.630981
	Iteration 0F: 2 clusters Score -352036.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -348674.687500 Penalty: 3987.261963
	Iteration 0F: 3 clusters Score -348674.7 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -349328.375000 Penalty: 3987.261963
	Iteration 1F: 3 clusters Score -349328.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -349483.656250 Penalty: 3987.261963
	Iteration 2F: 3 clusters Score -349483.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -349603.687500 Penalty: 3987.261963
	Iteration 3F: 3 clusters Score -349603.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -349680.937500 Penalty: 3987.261963
	Iteration 4Q: 3 clusters Score -349680.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -349726.062500 Penalty: 3987.261963
	Iteration 5Q: 3 clusters Score -349726.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -349766.875000 Penalty: 3987.261963
	Iteration 6Q: 3 clusters Score -349766.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -349800.218750 Penalty: 3987.261963
	Iteration 7Q: 3 clusters Score -349800.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -349822.406250 Penalty: 3987.261963
	Iteration 8Q: 3 clusters Score -349822.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -349834.500000 Penalty: 3987.261963
	Iteration 9Q: 3 clusters Score -349834.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -349842.218750 Penalty: 3987.261963
	Iteration 10Q: 3 clusters Score -349842.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -349850.781250 Penalty: 3987.261963
	Iteration 11Q: 3 clusters Score -349850.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -349857.125000 Penalty: 3987.261963
	Iteration 12Q: 3 clusters Score -349857.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -349866.125000 Penalty: 3987.261963
	Iteration 13Q: 3 clusters Score -349866.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -349870.062500 Penalty: 3987.261963
	Iteration 14Q: 3 clusters Score -349870.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -349873.218750 Penalty: 3987.261963
	Iteration 15Q: 3 clusters Score -349873.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -349877.750000 Penalty: 3987.261963
	Iteration 16Q: 3 clusters Score -349877.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -349880.937500 Penalty: 3987.261963
	Iteration 17Q: 3 clusters Score -349880.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -349882.406250 Penalty: 3987.261963
	Iteration 18Q: 3 clusters Score -349882.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -349884.312500 Penalty: 3987.261963
	Iteration 19Q: 3 clusters Score -349884.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -349884.656250 Penalty: 3987.261963
	Iteration 20F: 3 clusters Score -349884.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -349884.406250 Penalty: 3987.261963
	Iteration 21Q: 3 clusters Score -349884.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -349885.218750 Penalty: 3987.261963
	Iteration 22Q: 3 clusters Score -349885.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -349885.218750 Penalty: 3987.261963
	Iteration 23F: 3 clusters Score -349885.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (82154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82154 members 
Entering Unmasked Estep 
Score: -10032299.000000 Penalty: 2806.455078
	Iteration 0F: 2 clusters Score -1.00323e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41136 members 
Mstep: Class 2 contains 41018 members 
Entering Unmasked Estep 
Score: -9977154.000000 Penalty: 5612.910156
	Iteration 0F: 3 clusters Score -9977154 nChanged 38614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41126 members 
Mstep: Class 2 contains 41028 members 
Entering Unmasked Estep 
Score: -9998906.000000 Penalty: 5612.910156
	Iteration 1F: 3 clusters Score -9998906 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41337 members 
Mstep: Class 2 contains 40817 members 
Entering Unmasked Estep 
Score: -9999640.000000 Penalty: 5612.910156
	Iteration 2Q: 3 clusters Score -9999640 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41753 members 
Mstep: Class 2 contains 40401 members 
Entering Unmasked Estep 
Score: -10000468.000000 Penalty: 5612.910156
	Iteration 3Q: 3 clusters Score -1.000047e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42352 members 
Mstep: Class 2 contains 39802 members 
Entering Unmasked Estep 
Score: -10001368.000000 Penalty: 5612.910156
	Iteration 4Q: 3 clusters Score -1.000137e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43337 members 
Mstep: Class 2 contains 38817 members 
Entering Unmasked Estep 
Score: -10002335.000000 Penalty: 5612.910156
	Iteration 5Q: 3 clusters Score -1.000234e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44927 members 
Mstep: Class 2 contains 37227 members 
Entering Unmasked Estep 
Score: -10003470.000000 Penalty: 5612.910156
	Iteration 6Q: 3 clusters Score -1.000347e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47152 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -10004862.000000 Penalty: 5612.910156
	Iteration 7Q: 3 clusters Score -1.000486e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50219 members 
Mstep: Class 2 contains 31935 members 
Entering Unmasked Estep 
Score: -10006732.000000 Penalty: 5612.910156
	Iteration 8Q: 3 clusters Score -1.000673e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54298 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -10009268.000000 Penalty: 5612.910156
	Iteration 9F: 3 clusters Score -1.000927e+07 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59255 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -10012731.000000 Penalty: 5612.910156
	Iteration 10F: 3 clusters Score -1.001273e+07 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64657 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -10016940.000000 Penalty: 5612.910156
	Iteration 11F: 3 clusters Score -1.001694e+07 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69972 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -10021351.000000 Penalty: 5612.910156
	Iteration 12F: 3 clusters Score -1.002135e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74263 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -10024973.000000 Penalty: 5612.910156
	Iteration 13F: 3 clusters Score -1.002497e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77233 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -10027374.000000 Penalty: 5612.910156
	Iteration 14Q: 3 clusters Score -1.002737e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79022 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -10028764.000000 Penalty: 5612.910156
	Iteration 15Q: 3 clusters Score -1.002876e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80037 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -10029430.000000 Penalty: 5612.910156
	Iteration 16Q: 3 clusters Score -1.002943e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80558 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -10029765.000000 Penalty: 5612.910156
	Iteration 17Q: 3 clusters Score -1.002976e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80858 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -10029972.000000 Penalty: 5612.910156
	Iteration 18Q: 3 clusters Score -1.002997e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81017 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -10030067.000000 Penalty: 5612.910156
	Iteration 19Q: 3 clusters Score -1.003007e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81109 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -10030097.000000 Penalty: 5612.910156
	Iteration 20F: 3 clusters Score -1.00301e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81164 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -10030133.000000 Penalty: 5612.910156
	Iteration 21Q: 3 clusters Score -1.003013e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81204 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -10030150.000000 Penalty: 5612.910156
	Iteration 22Q: 3 clusters Score -1.003015e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81226 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -10030161.000000 Penalty: 5612.910156
	Iteration 23Q: 3 clusters Score -1.003016e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81236 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -10030171.000000 Penalty: 5612.910156
	Iteration 24Q: 3 clusters Score -1.003017e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81249 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -10030182.000000 Penalty: 5612.910156
	Iteration 25Q: 3 clusters Score -1.003018e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81262 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -10030186.000000 Penalty: 5612.910156
	Iteration 26Q: 3 clusters Score -1.003019e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81277 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -10030188.000000 Penalty: 5612.910156
	Iteration 27Q: 3 clusters Score -1.003019e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81285 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -10030190.000000 Penalty: 5612.910156
	Iteration 28Q: 3 clusters Score -1.003019e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81294 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -10030205.000000 Penalty: 5612.910156
	Iteration 29Q: 3 clusters Score -1.00302e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81300 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -10030198.000000 Penalty: 5612.910156
	Iteration 30Q: 3 clusters Score -1.00302e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81305 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -10030200.000000 Penalty: 5612.910156
	Iteration 31Q: 3 clusters Score -1.00302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81308 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -10030211.000000 Penalty: 5612.910156
	Iteration 32Q: 3 clusters Score -1.003021e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81309 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -10030211.000000 Penalty: 5612.910156
	Iteration 33Q: 3 clusters Score -1.003021e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81313 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -10030210.000000 Penalty: 5612.910156
	Iteration 34Q: 3 clusters Score -1.003021e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81318 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -10030223.000000 Penalty: 5612.910156
	Iteration 35Q: 3 clusters Score -1.003022e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81326 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -10030220.000000 Penalty: 5612.910156
	Iteration 36Q: 3 clusters Score -1.003022e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81329 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -10030224.000000 Penalty: 5612.910156
	Iteration 37Q: 3 clusters Score -1.003022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81331 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -10030220.000000 Penalty: 5612.910156
	Iteration 38Q: 3 clusters Score -1.003022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81331 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -10030218.000000 Penalty: 5612.910156
	Iteration 39Q: 3 clusters Score -1.003022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81331 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -10030224.000000 Penalty: 5612.910156
	Iteration 40F: 3 clusters Score -1.003022e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81330 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -10030225.000000 Penalty: 5612.910156
	Iteration 41Q: 3 clusters Score -1.003022e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81330 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -10030225.000000 Penalty: 5612.910156
	Iteration 42F: 3 clusters Score -1.003022e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Entering Unmasked Estep 
Score: -1037174.000000 Penalty: 2255.403320
	Iteration 0F: 2 clusters Score -1037174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1030251.500000 Penalty: 4510.806641
	Iteration 0F: 3 clusters Score -1030252 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1032192.125000 Penalty: 4510.806641
	Iteration 1F: 3 clusters Score -1032192 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1032461.562500 Penalty: 4510.806641
	Iteration 2F: 3 clusters Score -1032462 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1032667.437500 Penalty: 4510.806641
	Iteration 3Q: 3 clusters Score -1032667 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1032847.812500 Penalty: 4510.806641
	Iteration 4Q: 3 clusters Score -1032848 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1032984.812500 Penalty: 4510.806641
	Iteration 5Q: 3 clusters Score -1032985 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1033092.000000 Penalty: 4510.806641
	Iteration 6Q: 3 clusters Score -1033092 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1033186.312500 Penalty: 4510.806641
	Iteration 7Q: 3 clusters Score -1033186 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1033267.437500 Penalty: 4510.806641
	Iteration 8Q: 3 clusters Score -1033267 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1033352.437500 Penalty: 4510.806641
	Iteration 9Q: 3 clusters Score -1033352 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1033432.187500 Penalty: 4510.806641
	Iteration 10Q: 3 clusters Score -1033432 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1033508.562500 Penalty: 4510.806641
	Iteration 11Q: 3 clusters Score -1033509 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1033605.125000 Penalty: 4510.806641
	Iteration 12Q: 3 clusters Score -1033605 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1033730.875000 Penalty: 4510.806641
	Iteration 13Q: 3 clusters Score -1033731 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1033852.125000 Penalty: 4510.806641
	Iteration 14Q: 3 clusters Score -1033852 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1033991.125000 Penalty: 4510.806641
	Iteration 15Q: 3 clusters Score -1033991 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1034116.437500 Penalty: 4510.806641
	Iteration 16Q: 3 clusters Score -1034116 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1034238.687500 Penalty: 4510.806641
	Iteration 17Q: 3 clusters Score -1034239 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1034360.750000 Penalty: 4510.806641
	Iteration 18Q: 3 clusters Score -1034361 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1034494.062500 Penalty: 4510.806641
	Iteration 19Q: 3 clusters Score -1034494 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1034623.500000 Penalty: 4510.806641
	Iteration 20F: 3 clusters Score -1034624 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1034754.937500 Penalty: 4510.806641
	Iteration 21Q: 3 clusters Score -1034755 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1034878.687500 Penalty: 4510.806641
	Iteration 22Q: 3 clusters Score -1034879 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1034986.187500 Penalty: 4510.806641
	Iteration 23Q: 3 clusters Score -1034986 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1035086.937500 Penalty: 4510.806641
	Iteration 24Q: 3 clusters Score -1035087 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1035174.812500 Penalty: 4510.806641
	Iteration 25Q: 3 clusters Score -1035175 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1035243.937500 Penalty: 4510.806641
	Iteration 26Q: 3 clusters Score -1035244 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1035306.875000 Penalty: 4510.806641
	Iteration 27Q: 3 clusters Score -1035307 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1035361.125000 Penalty: 4510.806641
	Iteration 28Q: 3 clusters Score -1035361 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1035395.750000 Penalty: 4510.806641
	Iteration 29Q: 3 clusters Score -1035396 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1035427.125000 Penalty: 4510.806641
	Iteration 30Q: 3 clusters Score -1035427 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1035450.187500 Penalty: 4510.806641
	Iteration 31Q: 3 clusters Score -1035450 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1035476.125000 Penalty: 4510.806641
	Iteration 32Q: 3 clusters Score -1035476 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1035499.875000 Penalty: 4510.806641
	Iteration 33Q: 3 clusters Score -1035500 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1035514.187500 Penalty: 4510.806641
	Iteration 34Q: 3 clusters Score -1035514 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1035526.687500 Penalty: 4510.806641
	Iteration 35Q: 3 clusters Score -1035527 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1035541.875000 Penalty: 4510.806641
	Iteration 36Q: 3 clusters Score -1035542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1035553.375000 Penalty: 4510.806641
	Iteration 37Q: 3 clusters Score -1035553 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1035558.437500 Penalty: 4510.806641
	Iteration 38Q: 3 clusters Score -1035558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1035563.250000 Penalty: 4510.806641
	Iteration 39Q: 3 clusters Score -1035563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1035568.125000 Penalty: 4510.806641
	Iteration 40F: 3 clusters Score -1035568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1035571.437500 Penalty: 4510.806641
	Iteration 41Q: 3 clusters Score -1035571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1035572.500000 Penalty: 4510.806641
	Iteration 42Q: 3 clusters Score -1035572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1035574.562500 Penalty: 4510.806641
	Iteration 43Q: 3 clusters Score -1035575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1035577.062500 Penalty: 4510.806641
	Iteration 44Q: 3 clusters Score -1035577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1035579.750000 Penalty: 4510.806641
	Iteration 45Q: 3 clusters Score -1035580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1035584.125000 Penalty: 4510.806641
	Iteration 46Q: 3 clusters Score -1035584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1035584.500000 Penalty: 4510.806641
	Iteration 47Q: 3 clusters Score -1035584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1035584.500000 Penalty: 4510.806641
	Iteration 48F: 3 clusters Score -1035584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -1005125.937500 Penalty: 2252.236084
	Iteration 0F: 2 clusters Score -1005126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -998235.250000 Penalty: 4504.472168
	Iteration 0F: 3 clusters Score -998235.2 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1000246.250000 Penalty: 4504.472168
	Iteration 1F: 3 clusters Score -1000246 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1000601.000000 Penalty: 4504.472168
	Iteration 2F: 3 clusters Score -1000601 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1000903.625000 Penalty: 4504.472168
	Iteration 3F: 3 clusters Score -1000904 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1001184.250000 Penalty: 4504.472168
	Iteration 4F: 3 clusters Score -1001184 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1001426.375000 Penalty: 4504.472168
	Iteration 5Q: 3 clusters Score -1001426 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1001667.625000 Penalty: 4504.472168
	Iteration 6Q: 3 clusters Score -1001668 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1001882.312500 Penalty: 4504.472168
	Iteration 7Q: 3 clusters Score -1001882 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1002082.562500 Penalty: 4504.472168
	Iteration 8Q: 3 clusters Score -1002083 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1002274.375000 Penalty: 4504.472168
	Iteration 9Q: 3 clusters Score -1002274 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1002467.875000 Penalty: 4504.472168
	Iteration 10Q: 3 clusters Score -1002468 nChanged 265
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: -1002642.375000 Penalty: 4504.472168
	Iteration 11Q: 3 clusters Score -1002642 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1002768.312500 Penalty: 4504.472168
	Iteration 12Q: 3 clusters Score -1002768 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1002874.812500 Penalty: 4504.472168
	Iteration 13Q: 3 clusters Score -1002875 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1002967.625000 Penalty: 4504.472168
	Iteration 14Q: 3 clusters Score -1002968 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1003049.687500 Penalty: 4504.472168
	Iteration 15Q: 3 clusters Score -1003050 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1003112.562500 Penalty: 4504.472168
	Iteration 16Q: 3 clusters Score -1003113 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1003161.812500 Penalty: 4504.472168
	Iteration 17Q: 3 clusters Score -1003162 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1003195.562500 Penalty: 4504.472168
	Iteration 18Q: 3 clusters Score -1003196 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1003218.937500 Penalty: 4504.472168
	Iteration 19Q: 3 clusters Score -1003219 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1003239.562500 Penalty: 4504.472168
	Iteration 20F: 3 clusters Score -1003240 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1003267.375000 Penalty: 4504.472168
	Iteration 21Q: 3 clusters Score -1003267 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1003287.500000 Penalty: 4504.472168
	Iteration 22Q: 3 clusters Score -1003288 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1003313.187500 Penalty: 4504.472168
	Iteration 23Q: 3 clusters Score -1003313 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1003333.250000 Penalty: 4504.472168
	Iteration 24Q: 3 clusters Score -1003333 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1003351.562500 Penalty: 4504.472168
	Iteration 25Q: 3 clusters Score -1003352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1003367.187500 Penalty: 4504.472168
	Iteration 26Q: 3 clusters Score -1003367 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1003382.875000 Penalty: 4504.472168
	Iteration 27Q: 3 clusters Score -1003383 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1003399.375000 Penalty: 4504.472168
	Iteration 28Q: 3 clusters Score -1003399 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1003410.000000 Penalty: 4504.472168
	Iteration 29Q: 3 clusters Score -1003410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1003413.187500 Penalty: 4504.472168
	Iteration 30Q: 3 clusters Score -1003413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1003419.250000 Penalty: 4504.472168
	Iteration 31Q: 3 clusters Score -1003419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1003423.500000 Penalty: 4504.472168
	Iteration 32Q: 3 clusters Score -1003424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1003426.812500 Penalty: 4504.472168
	Iteration 33Q: 3 clusters Score -1003427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1003434.437500 Penalty: 4504.472168
	Iteration 34Q: 3 clusters Score -1003434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1003436.375000 Penalty: 4504.472168
	Iteration 35Q: 3 clusters Score -1003436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1003439.812500 Penalty: 4504.472168
	Iteration 36Q: 3 clusters Score -1003440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1003446.750000 Penalty: 4504.472168
	Iteration 37Q: 3 clusters Score -1003447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1003450.875000 Penalty: 4504.472168
	Iteration 38Q: 3 clusters Score -1003451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1003454.875000 Penalty: 4504.472168
	Iteration 39Q: 3 clusters Score -1003455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1003458.687500 Penalty: 4504.472168
	Iteration 40F: 3 clusters Score -1003459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1003461.437500 Penalty: 4504.472168
	Iteration 41Q: 3 clusters Score -1003461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1003463.312500 Penalty: 4504.472168
	Iteration 42Q: 3 clusters Score -1003463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1003469.625000 Penalty: 4504.472168
	Iteration 43Q: 3 clusters Score -1003470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1003476.812500 Penalty: 4504.472168
	Iteration 44Q: 3 clusters Score -1003477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1003481.062500 Penalty: 4504.472168
	Iteration 45Q: 3 clusters Score -1003481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1003483.187500 Penalty: 4504.472168
	Iteration 46Q: 3 clusters Score -1003483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1003483.375000 Penalty: 4504.472168
	Iteration 47Q: 3 clusters Score -1003483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1003483.375000 Penalty: 4504.472168
	Iteration 48F: 3 clusters Score -1003483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -44368.230469 Penalty: 1505.542969
	Iteration 0F: 2 clusters Score -44368.23 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 200 members 
Entering Unmasked Estep 
Score: -42892.128906 Penalty: 3011.085938
	Iteration 0F: 3 clusters Score -42892.13 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -43096.679688 Penalty: 3011.085938
	Iteration 1F: 3 clusters Score -43096.68 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -43184.253906 Penalty: 3011.085938
	Iteration 2F: 3 clusters Score -43184.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -43238.773438 Penalty: 3011.085938
	Iteration 3Q: 3 clusters Score -43238.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -43277.832031 Penalty: 3011.085938
	Iteration 4Q: 3 clusters Score -43277.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -43302.558594 Penalty: 3011.085938
	Iteration 5Q: 3 clusters Score -43302.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -43325.558594 Penalty: 3011.085938
	Iteration 6Q: 3 clusters Score -43325.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -43370.667969 Penalty: 3011.085938
	Iteration 7Q: 3 clusters Score -43370.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -43452.593750 Penalty: 3011.085938
	Iteration 8Q: 3 clusters Score -43452.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -43501.835938 Penalty: 3011.085938
	Iteration 9Q: 3 clusters Score -43501.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -43538.828125 Penalty: 3011.085938
	Iteration 10Q: 3 clusters Score -43538.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -43560.164062 Penalty: 3011.085938
	Iteration 11Q: 3 clusters Score -43560.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -43585.109375 Penalty: 3011.085938
	Iteration 12Q: 3 clusters Score -43585.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -43589.035156 Penalty: 3011.085938
	Iteration 13Q: 3 clusters Score -43589.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -43591.996094 Penalty: 3011.085938
	Iteration 14Q: 3 clusters Score -43592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -43591.996094 Penalty: 3011.085938
	Iteration 15F: 3 clusters Score -43592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Entering Unmasked Estep 
Score: -1006775.750000 Penalty: 2244.238770
	Iteration 0F: 2 clusters Score -1006776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1000106.750000 Penalty: 4488.477539
	Iteration 0F: 3 clusters Score -1000107 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1001935.687500 Penalty: 4488.477539
	Iteration 1F: 3 clusters Score -1001936 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1002231.562500 Penalty: 4488.477539
	Iteration 2F: 3 clusters Score -1002232 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1002449.062500 Penalty: 4488.477539
	Iteration 3F: 3 clusters Score -1002449 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1002656.625000 Penalty: 4488.477539
	Iteration 4Q: 3 clusters Score -1002657 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1002835.312500 Penalty: 4488.477539
	Iteration 5Q: 3 clusters Score -1002835 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1003015.750000 Penalty: 4488.477539
	Iteration 6Q: 3 clusters Score -1003016 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1003190.937500 Penalty: 4488.477539
	Iteration 7Q: 3 clusters Score -1003191 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1003354.687500 Penalty: 4488.477539
	Iteration 8Q: 3 clusters Score -1003355 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1003538.562500 Penalty: 4488.477539
	Iteration 9Q: 3 clusters Score -1003539 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1003742.187500 Penalty: 4488.477539
	Iteration 10Q: 3 clusters Score -1003742 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1003950.875000 Penalty: 4488.477539
	Iteration 11Q: 3 clusters Score -1003951 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1004137.187500 Penalty: 4488.477539
	Iteration 12Q: 3 clusters Score -1004137 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1004322.000000 Penalty: 4488.477539
	Iteration 13Q: 3 clusters Score -1004322 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1004458.500000 Penalty: 4488.477539
	Iteration 14Q: 3 clusters Score -1004458 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1004588.125000 Penalty: 4488.477539
	Iteration 15Q: 3 clusters Score -1004588 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1004704.687500 Penalty: 4488.477539
	Iteration 16Q: 3 clusters Score -1004705 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1004782.437500 Penalty: 4488.477539
	Iteration 17Q: 3 clusters Score -1004782 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1004848.062500 Penalty: 4488.477539
	Iteration 18Q: 3 clusters Score -1004848 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1004890.875000 Penalty: 4488.477539
	Iteration 19Q: 3 clusters Score -1004891 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1004918.250000 Penalty: 4488.477539
	Iteration 20F: 3 clusters Score -1004918 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1004940.125000 Penalty: 4488.477539
	Iteration 21Q: 3 clusters Score -1004940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1004952.250000 Penalty: 4488.477539
	Iteration 22Q: 3 clusters Score -1004952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1004960.500000 Penalty: 4488.477539
	Iteration 23Q: 3 clusters Score -1004960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1004965.062500 Penalty: 4488.477539
	Iteration 24Q: 3 clusters Score -1004965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1004968.375000 Penalty: 4488.477539
	Iteration 25Q: 3 clusters Score -1004968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1004971.875000 Penalty: 4488.477539
	Iteration 26Q: 3 clusters Score -1004972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1004974.750000 Penalty: 4488.477539
	Iteration 27Q: 3 clusters Score -1004975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1004982.000000 Penalty: 4488.477539
	Iteration 28Q: 3 clusters Score -1004982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1004986.125000 Penalty: 4488.477539
	Iteration 29Q: 3 clusters Score -1004986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1004989.500000 Penalty: 4488.477539
	Iteration 30Q: 3 clusters Score -1004990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1004991.000000 Penalty: 4488.477539
	Iteration 31Q: 3 clusters Score -1004991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1004992.437500 Penalty: 4488.477539
	Iteration 32Q: 3 clusters Score -1004992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1004992.375000 Penalty: 4488.477539
	Iteration 33Q: 3 clusters Score -1004992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1004992.375000 Penalty: 4488.477539
	Iteration 34F: 3 clusters Score -1004992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Entering Unmasked Estep 
Score: -82830.359375 Penalty: 1660.251343
	Iteration 0F: 2 clusters Score -82830.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -81136.421875 Penalty: 3320.502686
	Iteration 0F: 3 clusters Score -81136.42 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -81943.851562 Penalty: 3320.502686
	Iteration 1F: 3 clusters Score -81943.85 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -82528.039062 Penalty: 3320.502686
	Iteration 2F: 3 clusters Score -82528.04 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -82888.328125 Penalty: 3320.502686
	Iteration 3F: 3 clusters Score -82888.33 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -83032.125000 Penalty: 3320.502686
	Iteration 4F: 3 clusters Score -83032.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -83122.617188 Penalty: 3320.502686
	Iteration 5Q: 3 clusters Score -83122.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -83218.320312 Penalty: 3320.502686
	Iteration 6Q: 3 clusters Score -83218.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -83292.750000 Penalty: 3320.502686
	Iteration 7Q: 3 clusters Score -83292.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -83373.664062 Penalty: 3320.502686
	Iteration 8Q: 3 clusters Score -83373.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -83431.335938 Penalty: 3320.502686
	Iteration 9Q: 3 clusters Score -83431.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -83437.984375 Penalty: 3320.502686
	Iteration 10Q: 3 clusters Score -83437.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -83437.984375 Penalty: 3320.502686
	Iteration 11F: 3 clusters Score -83437.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 10506 members 
Mstep: Class 3 contains 57330 members 
Mstep: Class 4 contains 9267 members 
Mstep: Class 5 contains 4138 members 
Mstep: Class 6 contains 17496 members 
Mstep: Class 7 contains 14955 members 
Mstep: Class 8 contains 126260 members 
Mstep: Class 9 contains 12343 members 
Mstep: Class 10 contains 200125 members 
Mstep: Class 11 contains 212384 members 
Mstep: Class 12 contains 12635 members 
Mstep: Class 13 contains 326211 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41740 members 
Mstep: Class 16 contains 41317 members 
Mstep: Class 17 contains 11658 members 
Mstep: Class 18 contains 16563 members 
Mstep: Class 19 contains 6482 members 
Mstep: Class 20 contains 6028 members 
Mstep: Class 21 contains 40369 members 
Mstep: Class 22 contains 28448 members 
Mstep: Class 23 contains 175821 members 
Mstep: Class 24 contains 94152 members 
Mstep: Class 25 contains 8812 members 
Mstep: Class 26 contains 228232 members 
Mstep: Class 27 contains 29882 members 
Mstep: Class 28 contains 3444 members 
Mstep: Class 29 contains 6329 members 
Mstep: Class 30 contains 103819 members 
Mstep: Class 31 contains 14552 members 
Mstep: Class 32 contains 3099 members 
Mstep: Class 33 contains 82154 members 
Mstep: Class 34 contains 8905 members 
Mstep: Class 35 contains 8792 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8513 members 
Mstep: Class 38 contains 625 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10414 members 
Mstep: Class 41 contains 997 members 
Mstep: Class 42 contains 183 members 
Entering Unmasked Estep 
Score: -235460256.000000 Penalty: 151070.828125
Splitting cluster 38 changes total score from -235462016.000000 to -235460256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (1190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Entering Unmasked Estep 
Score: -128056.921875 Penalty: 1756.263672
	Iteration 0F: 2 clusters Score -128056.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -125996.414062 Penalty: 3512.527344
	Iteration 0F: 3 clusters Score -125996.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -126356.812500 Penalty: 3512.527344
	Iteration 1F: 3 clusters Score -126356.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -126561.140625 Penalty: 3512.527344
	Iteration 2F: 3 clusters Score -126561.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -126710.796875 Penalty: 3512.527344
	Iteration 3F: 3 clusters Score -126710.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -126827.062500 Penalty: 3512.527344
	Iteration 4Q: 3 clusters Score -126827.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -126919.875000 Penalty: 3512.527344
	Iteration 5Q: 3 clusters Score -126919.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -127019.148438 Penalty: 3512.527344
	Iteration 6Q: 3 clusters Score -127019.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -127119.656250 Penalty: 3512.527344
	Iteration 7Q: 3 clusters Score -127119.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -127236.351562 Penalty: 3512.527344
	Iteration 8Q: 3 clusters Score -127236.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -127388.101562 Penalty: 3512.527344
	Iteration 9Q: 3 clusters Score -127388.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -127563.664062 Penalty: 3512.527344
	Iteration 10Q: 3 clusters Score -127563.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -127708.343750 Penalty: 3512.527344
	Iteration 11Q: 3 clusters Score -127708.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -127794.882812 Penalty: 3512.527344
	Iteration 12Q: 3 clusters Score -127794.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -127822.640625 Penalty: 3512.527344
	Iteration 13Q: 3 clusters Score -127822.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -127834.859375 Penalty: 3512.527344
	Iteration 14Q: 3 clusters Score -127834.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -127841.453125 Penalty: 3512.527344
	Iteration 15Q: 3 clusters Score -127841.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -127847.125000 Penalty: 3512.527344
	Iteration 16Q: 3 clusters Score -127847.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -127849.148438 Penalty: 3512.527344
	Iteration 17Q: 3 clusters Score -127849.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -127851.164062 Penalty: 3512.527344
	Iteration 18Q: 3 clusters Score -127851.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -127851.164062 Penalty: 3512.527344
	Iteration 19F: 3 clusters Score -127851.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (10414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Entering Unmasked Estep 
Score: -1261726.250000 Penalty: 2294.224609
	Iteration 0F: 2 clusters Score -1261726 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 5235 members 
Entering Unmasked Estep 
Score: -1253794.250000 Penalty: 4588.449219
	Iteration 0F: 3 clusters Score -1253794 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1256164.125000 Penalty: 4588.449219
	Iteration 1F: 3 clusters Score -1256164 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1256516.000000 Penalty: 4588.449219
	Iteration 2F: 3 clusters Score -1256516 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1256809.750000 Penalty: 4588.449219
	Iteration 3F: 3 clusters Score -1256810 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1257092.250000 Penalty: 4588.449219
	Iteration 4F: 3 clusters Score -1257092 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1257393.750000 Penalty: 4588.449219
	Iteration 5Q: 3 clusters Score -1257394 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1257701.875000 Penalty: 4588.449219
	Iteration 6Q: 3 clusters Score -1257702 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1257995.875000 Penalty: 4588.449219
	Iteration 7Q: 3 clusters Score -1257996 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1258284.875000 Penalty: 4588.449219
	Iteration 8Q: 3 clusters Score -1258285 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1258565.750000 Penalty: 4588.449219
	Iteration 9Q: 3 clusters Score -1258566 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1258829.375000 Penalty: 4588.449219
	Iteration 10Q: 3 clusters Score -1258829 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1259053.875000 Penalty: 4588.449219
	Iteration 11Q: 3 clusters Score -1259054 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1259233.000000 Penalty: 4588.449219
	Iteration 12Q: 3 clusters Score -1259233 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1259362.250000 Penalty: 4588.449219
	Iteration 13Q: 3 clusters Score -1259362 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1259461.500000 Penalty: 4588.449219
	Iteration 14Q: 3 clusters Score -1259462 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1259542.875000 Penalty: 4588.449219
	Iteration 15Q: 3 clusters Score -1259543 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1259619.625000 Penalty: 4588.449219
	Iteration 16Q: 3 clusters Score -1259620 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1259687.500000 Penalty: 4588.449219
	Iteration 17Q: 3 clusters Score -1259688 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1259748.375000 Penalty: 4588.449219
	Iteration 18Q: 3 clusters Score -1259748 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1259795.125000 Penalty: 4588.449219
	Iteration 19Q: 3 clusters Score -1259795 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1259826.250000 Penalty: 4588.449219
	Iteration 20F: 3 clusters Score -1259826 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1259849.000000 Penalty: 4588.449219
	Iteration 21Q: 3 clusters Score -1259849 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1259860.125000 Penalty: 4588.449219
	Iteration 22Q: 3 clusters Score -1259860 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1259872.875000 Penalty: 4588.449219
	Iteration 23Q: 3 clusters Score -1259873 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1259880.750000 Penalty: 4588.449219
	Iteration 24Q: 3 clusters Score -1259881 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1259890.250000 Penalty: 4588.449219
	Iteration 25Q: 3 clusters Score -1259890 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1259901.125000 Penalty: 4588.449219
	Iteration 26Q: 3 clusters Score -1259901 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1259914.625000 Penalty: 4588.449219
	Iteration 27Q: 3 clusters Score -1259915 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1259919.500000 Penalty: 4588.449219
	Iteration 28Q: 3 clusters Score -1259920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1259925.500000 Penalty: 4588.449219
	Iteration 29Q: 3 clusters Score -1259926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1259929.500000 Penalty: 4588.449219
	Iteration 30Q: 3 clusters Score -1259930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1259935.625000 Penalty: 4588.449219
	Iteration 31Q: 3 clusters Score -1259936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1259942.125000 Penalty: 4588.449219
	Iteration 32Q: 3 clusters Score -1259942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1259949.500000 Penalty: 4588.449219
	Iteration 33Q: 3 clusters Score -1259950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1259954.625000 Penalty: 4588.449219
	Iteration 34Q: 3 clusters Score -1259955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1259957.000000 Penalty: 4588.449219
	Iteration 35Q: 3 clusters Score -1259957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1259960.875000 Penalty: 4588.449219
	Iteration 36Q: 3 clusters Score -1259961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1259959.125000 Penalty: 4588.449219
	Iteration 37Q: 3 clusters Score -1259959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1259961.000000 Penalty: 4588.449219
	Iteration 38Q: 3 clusters Score -1259961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1259961.625000 Penalty: 4588.449219
	Iteration 39Q: 3 clusters Score -1259962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1259967.250000 Penalty: 4588.449219
	Iteration 40F: 3 clusters Score -1259967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1259964.875000 Penalty: 4588.449219
	Iteration 41Q: 3 clusters Score -1259965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1259969.375000 Penalty: 4588.449219
	Iteration 42Q: 3 clusters Score -1259969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1259969.375000 Penalty: 4588.449219
	Iteration 43Q: 3 clusters Score -1259969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1259969.375000 Penalty: 4588.449219
	Iteration 44F: 3 clusters Score -1259969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Entering Unmasked Estep 
Score: -99373.109375 Penalty: 1712.378174
	Iteration 0F: 2 clusters Score -99373.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -97532.992188 Penalty: 3424.756348
	Iteration 0F: 3 clusters Score -97532.99 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -98024.242188 Penalty: 3424.756348
	Iteration 1F: 3 clusters Score -98024.24 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -98316.343750 Penalty: 3424.756348
	Iteration 2F: 3 clusters Score -98316.34 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -98534.750000 Penalty: 3424.756348
	Iteration 3F: 3 clusters Score -98534.75 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -98729.789062 Penalty: 3424.756348
	Iteration 4F: 3 clusters Score -98729.79 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -98846.804688 Penalty: 3424.756348
	Iteration 5Q: 3 clusters Score -98846.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -98896.273438 Penalty: 3424.756348
	Iteration 6Q: 3 clusters Score -98896.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -98914.335938 Penalty: 3424.756348
	Iteration 7Q: 3 clusters Score -98914.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -98935.062500 Penalty: 3424.756348
	Iteration 8Q: 3 clusters Score -98935.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -98942.203125 Penalty: 3424.756348
	Iteration 9Q: 3 clusters Score -98942.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -98942.203125 Penalty: 3424.756348
	Iteration 10F: 3 clusters Score -98942.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 10506 members 
Mstep: Class 3 contains 57330 members 
Mstep: Class 4 contains 9267 members 
Mstep: Class 5 contains 4138 members 
Mstep: Class 6 contains 17496 members 
Mstep: Class 7 contains 14955 members 
Mstep: Class 8 contains 126260 members 
Mstep: Class 9 contains 12343 members 
Mstep: Class 10 contains 200125 members 
Mstep: Class 11 contains 212384 members 
Mstep: Class 12 contains 12635 members 
Mstep: Class 13 contains 326211 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41740 members 
Mstep: Class 16 contains 41317 members 
Mstep: Class 17 contains 11658 members 
Mstep: Class 18 contains 16563 members 
Mstep: Class 19 contains 6482 members 
Mstep: Class 20 contains 6028 members 
Mstep: Class 21 contains 40369 members 
Mstep: Class 22 contains 28448 members 
Mstep: Class 23 contains 175821 members 
Mstep: Class 24 contains 94152 members 
Mstep: Class 25 contains 8812 members 
Mstep: Class 26 contains 228232 members 
Mstep: Class 27 contains 29882 members 
Mstep: Class 28 contains 3444 members 
Mstep: Class 29 contains 6329 members 
Mstep: Class 30 contains 103819 members 
Mstep: Class 31 contains 14552 members 
Mstep: Class 32 contains 3099 members 
Mstep: Class 33 contains 82154 members 
Mstep: Class 34 contains 8905 members 
Mstep: Class 35 contains 8792 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8513 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10414 members 
Mstep: Class 41 contains 997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461984.000000 Penalty: 147473.906250
Iteration 359Q: 42 clusters Score -2.35462e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 10506 members 
Mstep: Class 3 contains 57330 members 
Mstep: Class 4 contains 9267 members 
Mstep: Class 5 contains 4138 members 
Mstep: Class 6 contains 17496 members 
Mstep: Class 7 contains 14955 members 
Mstep: Class 8 contains 126260 members 
Mstep: Class 9 contains 12343 members 
Mstep: Class 10 contains 200124 members 
Mstep: Class 11 contains 212384 members 
Mstep: Class 12 contains 12635 members 
Mstep: Class 13 contains 326211 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41740 members 
Mstep: Class 16 contains 41317 members 
Mstep: Class 17 contains 11658 members 
Mstep: Class 18 contains 16563 members 
Mstep: Class 19 contains 6482 members 
Mstep: Class 20 contains 6028 members 
Mstep: Class 21 contains 40369 members 
Mstep: Class 22 contains 28448 members 
Mstep: Class 23 contains 175821 members 
Mstep: Class 24 contains 94152 members 
Mstep: Class 25 contains 8812 members 
Mstep: Class 26 contains 228233 members 
Mstep: Class 27 contains 29882 members 
Mstep: Class 28 contains 3444 members 
Mstep: Class 29 contains 6329 members 
Mstep: Class 30 contains 103819 members 
Mstep: Class 31 contains 14552 members 
Mstep: Class 32 contains 3099 members 
Mstep: Class 33 contains 82154 members 
Mstep: Class 34 contains 8905 members 
Mstep: Class 35 contains 8792 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8513 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10414 members 
Mstep: Class 41 contains 997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461984.000000 Penalty: 147473.906250
Iteration 360F: 42 clusters Score -2.35462e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 10506 members 
Mstep: Class 3 contains 57330 members 
Mstep: Class 4 contains 9267 members 
Mstep: Class 5 contains 4138 members 
Mstep: Class 6 contains 17496 members 
Mstep: Class 7 contains 14955 members 
Mstep: Class 8 contains 126260 members 
Mstep: Class 9 contains 12343 members 
Mstep: Class 10 contains 200124 members 
Mstep: Class 11 contains 212385 members 
Mstep: Class 12 contains 12635 members 
Mstep: Class 13 contains 326212 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41740 members 
Mstep: Class 16 contains 41316 members 
Mstep: Class 17 contains 11658 members 
Mstep: Class 18 contains 16563 members 
Mstep: Class 19 contains 6482 members 
Mstep: Class 20 contains 6028 members 
Mstep: Class 21 contains 40369 members 
Mstep: Class 22 contains 28448 members 
Mstep: Class 23 contains 175821 members 
Mstep: Class 24 contains 94153 members 
Mstep: Class 25 contains 8812 members 
Mstep: Class 26 contains 228231 members 
Mstep: Class 27 contains 29882 members 
Mstep: Class 28 contains 3444 members 
Mstep: Class 29 contains 6329 members 
Mstep: Class 30 contains 103819 members 
Mstep: Class 31 contains 14552 members 
Mstep: Class 32 contains 3099 members 
Mstep: Class 33 contains 82154 members 
Mstep: Class 34 contains 8905 members 
Mstep: Class 35 contains 8792 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8513 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10414 members 
Mstep: Class 41 contains 997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461936.000000 Penalty: 147473.906250
Iteration 361Q: 42 clusters Score -2.354619e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 10506 members 
Mstep: Class 3 contains 57330 members 
Mstep: Class 4 contains 9267 members 
Mstep: Class 5 contains 4138 members 
Mstep: Class 6 contains 17496 members 
Mstep: Class 7 contains 14955 members 
Mstep: Class 8 contains 126260 members 
Mstep: Class 9 contains 12343 members 
Mstep: Class 10 contains 200124 members 
Mstep: Class 11 contains 212385 members 
Mstep: Class 12 contains 12635 members 
Mstep: Class 13 contains 326212 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41740 members 
Mstep: Class 16 contains 41316 members 
Mstep: Class 17 contains 11658 members 
Mstep: Class 18 contains 16563 members 
Mstep: Class 19 contains 6482 members 
Mstep: Class 20 contains 6028 members 
Mstep: Class 21 contains 40369 members 
Mstep: Class 22 contains 28448 members 
Mstep: Class 23 contains 175821 members 
Mstep: Class 24 contains 94153 members 
Mstep: Class 25 contains 8812 members 
Mstep: Class 26 contains 228231 members 
Mstep: Class 27 contains 29882 members 
Mstep: Class 28 contains 3444 members 
Mstep: Class 29 contains 6329 members 
Mstep: Class 30 contains 103819 members 
Mstep: Class 31 contains 14552 members 
Mstep: Class 32 contains 3099 members 
Mstep: Class 33 contains 82154 members 
Mstep: Class 34 contains 8905 members 
Mstep: Class 35 contains 8792 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8513 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10414 members 
Mstep: Class 41 contains 997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461936.000000 Penalty: 147473.906250
Iteration 362F: 42 clusters Score -2.354619e+08 nChanged 0
Entering ConstructFrom: 
Score: -235461936.000000 Penalty: 147473.906250
Entering ConstructFrom: 
Trying to split cluster 1 (3225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Entering Unmasked Estep 
Score: -363196.437500 Penalty: 2003.514771
	Iteration 0F: 2 clusters Score -363196.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -359790.343750 Penalty: 4007.029541
	Iteration 0F: 3 clusters Score -359790.3 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -360573.937500 Penalty: 4007.029541
	Iteration 1F: 3 clusters Score -360573.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -360793.750000 Penalty: 4007.029541
	Iteration 2F: 3 clusters Score -360793.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -360935.687500 Penalty: 4007.029541
	Iteration 3F: 3 clusters Score -360935.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -361036.343750 Penalty: 4007.029541
	Iteration 4Q: 3 clusters Score -361036.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -361115.156250 Penalty: 4007.029541
	Iteration 5Q: 3 clusters Score -361115.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -361189.343750 Penalty: 4007.029541
	Iteration 6Q: 3 clusters Score -361189.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -361275.593750 Penalty: 4007.029541
	Iteration 7Q: 3 clusters Score -361275.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -361339.406250 Penalty: 4007.029541
	Iteration 8Q: 3 clusters Score -361339.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -361398.593750 Penalty: 4007.029541
	Iteration 9Q: 3 clusters Score -361398.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -361448.312500 Penalty: 4007.029541
	Iteration 10Q: 3 clusters Score -361448.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -361489.062500 Penalty: 4007.029541
	Iteration 11Q: 3 clusters Score -361489.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -361524.000000 Penalty: 4007.029541
	Iteration 12Q: 3 clusters Score -361524 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -361557.343750 Penalty: 4007.029541
	Iteration 13Q: 3 clusters Score -361557.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -361583.906250 Penalty: 4007.029541
	Iteration 14Q: 3 clusters Score -361583.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -361603.656250 Penalty: 4007.029541
	Iteration 15Q: 3 clusters Score -361603.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -361629.250000 Penalty: 4007.029541
	Iteration 16Q: 3 clusters Score -361629.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -361649.156250 Penalty: 4007.029541
	Iteration 17Q: 3 clusters Score -361649.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -361665.875000 Penalty: 4007.029541
	Iteration 18Q: 3 clusters Score -361665.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -361677.250000 Penalty: 4007.029541
	Iteration 19Q: 3 clusters Score -361677.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -361686.250000 Penalty: 4007.029541
	Iteration 20F: 3 clusters Score -361686.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -361694.531250 Penalty: 4007.029541
	Iteration 21Q: 3 clusters Score -361694.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -361701.437500 Penalty: 4007.029541
	Iteration 22Q: 3 clusters Score -361701.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -361710.062500 Penalty: 4007.029541
	Iteration 23Q: 3 clusters Score -361710.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -361719.406250 Penalty: 4007.029541
	Iteration 24Q: 3 clusters Score -361719.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -361732.531250 Penalty: 4007.029541
	Iteration 25Q: 3 clusters Score -361732.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -361741.125000 Penalty: 4007.029541
	Iteration 26Q: 3 clusters Score -361741.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -361754.500000 Penalty: 4007.029541
	Iteration 27Q: 3 clusters Score -361754.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -361763.250000 Penalty: 4007.029541
	Iteration 28Q: 3 clusters Score -361763.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -361772.093750 Penalty: 4007.029541
	Iteration 29Q: 3 clusters Score -361772.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -361777.812500 Penalty: 4007.029541
	Iteration 30Q: 3 clusters Score -361777.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -361782.593750 Penalty: 4007.029541
	Iteration 31Q: 3 clusters Score -361782.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -361787.343750 Penalty: 4007.029541
	Iteration 32Q: 3 clusters Score -361787.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -361792.375000 Penalty: 4007.029541
	Iteration 33Q: 3 clusters Score -361792.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -361796.718750 Penalty: 4007.029541
	Iteration 34Q: 3 clusters Score -361796.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -361800.187500 Penalty: 4007.029541
	Iteration 35Q: 3 clusters Score -361800.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -361803.968750 Penalty: 4007.029541
	Iteration 36Q: 3 clusters Score -361804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -361805.375000 Penalty: 4007.029541
	Iteration 37Q: 3 clusters Score -361805.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -361808.750000 Penalty: 4007.029541
	Iteration 38Q: 3 clusters Score -361808.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -361812.312500 Penalty: 4007.029541
	Iteration 39Q: 3 clusters Score -361812.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -361815.937500 Penalty: 4007.029541
	Iteration 40F: 3 clusters Score -361815.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -361819.906250 Penalty: 4007.029541
	Iteration 41Q: 3 clusters Score -361819.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -361825.593750 Penalty: 4007.029541
	Iteration 42Q: 3 clusters Score -361825.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -361830.625000 Penalty: 4007.029541
	Iteration 43Q: 3 clusters Score -361830.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -361833.062500 Penalty: 4007.029541
	Iteration 44Q: 3 clusters Score -361833.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -361833.875000 Penalty: 4007.029541
	Iteration 45Q: 3 clusters Score -361833.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -361834.500000 Penalty: 4007.029541
	Iteration 46Q: 3 clusters Score -361834.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -361836.000000 Penalty: 4007.029541
	Iteration 47Q: 3 clusters Score -361836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -361837.687500 Penalty: 4007.029541
	Iteration 48Q: 3 clusters Score -361837.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -361840.375000 Penalty: 4007.029541
	Iteration 49Q: 3 clusters Score -361840.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -361843.750000 Penalty: 4007.029541
	Iteration 50Q: 3 clusters Score -361843.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -361847.843750 Penalty: 4007.029541
	Iteration 51Q: 3 clusters Score -361847.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -361850.593750 Penalty: 4007.029541
	Iteration 52Q: 3 clusters Score -361850.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -361853.500000 Penalty: 4007.029541
	Iteration 53Q: 3 clusters Score -361853.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -361856.562500 Penalty: 4007.029541
	Iteration 54Q: 3 clusters Score -361856.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -361858.187500 Penalty: 4007.029541
	Iteration 55Q: 3 clusters Score -361858.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -361859.187500 Penalty: 4007.029541
	Iteration 56Q: 3 clusters Score -361859.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -361860.281250 Penalty: 4007.029541
	Iteration 57Q: 3 clusters Score -361860.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -361860.406250 Penalty: 4007.029541
	Iteration 58Q: 3 clusters Score -361860.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -361860.406250 Penalty: 4007.029541
	Iteration 59F: 3 clusters Score -361860.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Entering Unmasked Estep 
Score: -1229285.250000 Penalty: 2296.406006
	Iteration 0F: 2 clusters Score -1229285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1221374.375000 Penalty: 4592.812012
	Iteration 0F: 3 clusters Score -1221374 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1223871.125000 Penalty: 4592.812012
	Iteration 1F: 3 clusters Score -1223871 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1224482.375000 Penalty: 4592.812012
	Iteration 2F: 3 clusters Score -1224482 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1225061.500000 Penalty: 4592.812012
	Iteration 3F: 3 clusters Score -1225062 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1225582.625000 Penalty: 4592.812012
	Iteration 4F: 3 clusters Score -1225583 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1226025.125000 Penalty: 4592.812012
	Iteration 5F: 3 clusters Score -1226025 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1226386.500000 Penalty: 4592.812012
	Iteration 6F: 3 clusters Score -1226386 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1226632.625000 Penalty: 4592.812012
	Iteration 7Q: 3 clusters Score -1226633 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1226776.750000 Penalty: 4592.812012
	Iteration 8Q: 3 clusters Score -1226777 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1226887.375000 Penalty: 4592.812012
	Iteration 9Q: 3 clusters Score -1226887 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1226969.000000 Penalty: 4592.812012
	Iteration 10Q: 3 clusters Score -1226969 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1227033.000000 Penalty: 4592.812012
	Iteration 11Q: 3 clusters Score -1227033 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1227068.500000 Penalty: 4592.812012
	Iteration 12Q: 3 clusters Score -1227068 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1227098.750000 Penalty: 4592.812012
	Iteration 13Q: 3 clusters Score -1227099 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1227126.625000 Penalty: 4592.812012
	Iteration 14Q: 3 clusters Score -1227127 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1227152.500000 Penalty: 4592.812012
	Iteration 15Q: 3 clusters Score -1227152 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1227168.375000 Penalty: 4592.812012
	Iteration 16Q: 3 clusters Score -1227168 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1227185.875000 Penalty: 4592.812012
	Iteration 17Q: 3 clusters Score -1227186 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1227202.375000 Penalty: 4592.812012
	Iteration 18Q: 3 clusters Score -1227202 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1227219.375000 Penalty: 4592.812012
	Iteration 19Q: 3 clusters Score -1227219 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1227239.250000 Penalty: 4592.812012
	Iteration 20F: 3 clusters Score -1227239 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1227262.750000 Penalty: 4592.812012
	Iteration 21Q: 3 clusters Score -1227263 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1227280.500000 Penalty: 4592.812012
	Iteration 22Q: 3 clusters Score -1227280 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1227301.875000 Penalty: 4592.812012
	Iteration 23Q: 3 clusters Score -1227302 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1227317.125000 Penalty: 4592.812012
	Iteration 24Q: 3 clusters Score -1227317 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1227336.875000 Penalty: 4592.812012
	Iteration 25Q: 3 clusters Score -1227337 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1227362.125000 Penalty: 4592.812012
	Iteration 26Q: 3 clusters Score -1227362 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1227391.125000 Penalty: 4592.812012
	Iteration 27Q: 3 clusters Score -1227391 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1227409.625000 Penalty: 4592.812012
	Iteration 28Q: 3 clusters Score -1227410 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1227427.125000 Penalty: 4592.812012
	Iteration 29Q: 3 clusters Score -1227427 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1227441.750000 Penalty: 4592.812012
	Iteration 30Q: 3 clusters Score -1227442 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1227459.000000 Penalty: 4592.812012
	Iteration 31Q: 3 clusters Score -1227459 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1227481.750000 Penalty: 4592.812012
	Iteration 32Q: 3 clusters Score -1227482 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1227493.625000 Penalty: 4592.812012
	Iteration 33Q: 3 clusters Score -1227494 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1227516.250000 Penalty: 4592.812012
	Iteration 34Q: 3 clusters Score -1227516 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1227541.125000 Penalty: 4592.812012
	Iteration 35Q: 3 clusters Score -1227541 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1227557.000000 Penalty: 4592.812012
	Iteration 36Q: 3 clusters Score -1227557 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1227564.250000 Penalty: 4592.812012
	Iteration 37Q: 3 clusters Score -1227564 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1227569.250000 Penalty: 4592.812012
	Iteration 38Q: 3 clusters Score -1227569 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1227582.750000 Penalty: 4592.812012
	Iteration 39Q: 3 clusters Score -1227583 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1227590.750000 Penalty: 4592.812012
	Iteration 40F: 3 clusters Score -1227591 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1227600.375000 Penalty: 4592.812012
	Iteration 41Q: 3 clusters Score -1227600 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1227604.250000 Penalty: 4592.812012
	Iteration 42Q: 3 clusters Score -1227604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1227614.125000 Penalty: 4592.812012
	Iteration 43Q: 3 clusters Score -1227614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1227620.875000 Penalty: 4592.812012
	Iteration 44Q: 3 clusters Score -1227621 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1227626.625000 Penalty: 4592.812012
	Iteration 45Q: 3 clusters Score -1227627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1227630.875000 Penalty: 4592.812012
	Iteration 46Q: 3 clusters Score -1227631 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1227635.500000 Penalty: 4592.812012
	Iteration 47Q: 3 clusters Score -1227636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1227639.000000 Penalty: 4592.812012
	Iteration 48Q: 3 clusters Score -1227639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1227641.875000 Penalty: 4592.812012
	Iteration 49Q: 3 clusters Score -1227642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1227643.000000 Penalty: 4592.812012
	Iteration 50Q: 3 clusters Score -1227643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1227646.500000 Penalty: 4592.812012
	Iteration 51Q: 3 clusters Score -1227646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1227649.750000 Penalty: 4592.812012
	Iteration 52Q: 3 clusters Score -1227650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1227656.000000 Penalty: 4592.812012
	Iteration 53Q: 3 clusters Score -1227656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1227659.625000 Penalty: 4592.812012
	Iteration 54Q: 3 clusters Score -1227660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1227661.500000 Penalty: 4592.812012
	Iteration 55Q: 3 clusters Score -1227662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1227666.375000 Penalty: 4592.812012
	Iteration 56Q: 3 clusters Score -1227666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1227667.750000 Penalty: 4592.812012
	Iteration 57Q: 3 clusters Score -1227668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1227668.000000 Penalty: 4592.812012
	Iteration 58Q: 3 clusters Score -1227668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1227670.125000 Penalty: 4592.812012
	Iteration 59Q: 3 clusters Score -1227670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1227669.000000 Penalty: 4592.812012
	Iteration 60F: 3 clusters Score -1227669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1227670.375000 Penalty: 4592.812012
	Iteration 61Q: 3 clusters Score -1227670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1227673.125000 Penalty: 4592.812012
	Iteration 62Q: 3 clusters Score -1227673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1227673.250000 Penalty: 4592.812012
	Iteration 63Q: 3 clusters Score -1227673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1227676.875000 Penalty: 4592.812012
	Iteration 64Q: 3 clusters Score -1227677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1227678.875000 Penalty: 4592.812012
	Iteration 65Q: 3 clusters Score -1227679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1227678.875000 Penalty: 4592.812012
	Iteration 66F: 3 clusters Score -1227679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (57330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57330 members 
Entering Unmasked Estep 
Score: -7001976.500000 Penalty: 2717.231689
	Iteration 0F: 2 clusters Score -7001976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28631 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -6963467.000000 Penalty: 5434.463379
	Iteration 0F: 3 clusters Score -6963467 nChanged 26670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -6978434.000000 Penalty: 5434.463379
	Iteration 1F: 3 clusters Score -6978434 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -6979093.000000 Penalty: 5434.463379
	Iteration 2Q: 3 clusters Score -6979093 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29629 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -6979870.000000 Penalty: 5434.463379
	Iteration 3Q: 3 clusters Score -6979870 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -6980685.000000 Penalty: 5434.463379
	Iteration 4Q: 3 clusters Score -6980685 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -6981510.000000 Penalty: 5434.463379
	Iteration 5Q: 3 clusters Score -6981510 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32368 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -6982551.000000 Penalty: 5434.463379
	Iteration 6Q: 3 clusters Score -6982551 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33919 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -6983783.000000 Penalty: 5434.463379
	Iteration 7Q: 3 clusters Score -6983783 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35894 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -6985265.500000 Penalty: 5434.463379
	Iteration 8F: 3 clusters Score -6985266 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38167 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -6986944.500000 Penalty: 5434.463379
	Iteration 9F: 3 clusters Score -6986944 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40600 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -6988730.500000 Penalty: 5434.463379
	Iteration 10F: 3 clusters Score -6988730 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42915 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -6990569.000000 Penalty: 5434.463379
	Iteration 11Q: 3 clusters Score -6990569 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -6992278.500000 Penalty: 5434.463379
	Iteration 12Q: 3 clusters Score -6992278 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47057 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -6993813.500000 Penalty: 5434.463379
	Iteration 13Q: 3 clusters Score -6993814 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48676 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -6995043.000000 Penalty: 5434.463379
	Iteration 14Q: 3 clusters Score -6995043 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49974 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -6995881.000000 Penalty: 5434.463379
	Iteration 15Q: 3 clusters Score -6995881 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51009 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -6996491.000000 Penalty: 5434.463379
	Iteration 16Q: 3 clusters Score -6996491 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51886 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -6996945.000000 Penalty: 5434.463379
	Iteration 17Q: 3 clusters Score -6996945 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52677 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -6997418.500000 Penalty: 5434.463379
	Iteration 18Q: 3 clusters Score -6997418 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53363 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -6997800.000000 Penalty: 5434.463379
	Iteration 19Q: 3 clusters Score -6997800 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53972 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -6998159.000000 Penalty: 5434.463379
	Iteration 20F: 3 clusters Score -6998159 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54471 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -6998449.000000 Penalty: 5434.463379
	Iteration 21Q: 3 clusters Score -6998449 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54868 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -6998659.500000 Penalty: 5434.463379
	Iteration 22Q: 3 clusters Score -6998660 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55182 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -6998885.500000 Penalty: 5434.463379
	Iteration 23Q: 3 clusters Score -6998886 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55447 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -6999038.500000 Penalty: 5434.463379
	Iteration 24Q: 3 clusters Score -6999038 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55632 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -6999127.000000 Penalty: 5434.463379
	Iteration 25Q: 3 clusters Score -6999127 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55769 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -6999201.000000 Penalty: 5434.463379
	Iteration 26Q: 3 clusters Score -6999201 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55891 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -6999263.000000 Penalty: 5434.463379
	Iteration 27Q: 3 clusters Score -6999263 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55988 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -6999316.000000 Penalty: 5434.463379
	Iteration 28Q: 3 clusters Score -6999316 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56078 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -6999366.500000 Penalty: 5434.463379
	Iteration 29Q: 3 clusters Score -6999366 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56150 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -6999407.000000 Penalty: 5434.463379
	Iteration 30Q: 3 clusters Score -6999407 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56216 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -6999446.500000 Penalty: 5434.463379
	Iteration 31Q: 3 clusters Score -6999446 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56270 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -6999463.500000 Penalty: 5434.463379
	Iteration 32Q: 3 clusters Score -6999464 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56321 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -6999488.500000 Penalty: 5434.463379
	Iteration 33Q: 3 clusters Score -6999488 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56373 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -6999518.000000 Penalty: 5434.463379
	Iteration 34Q: 3 clusters Score -6999518 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56413 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -6999539.500000 Penalty: 5434.463379
	Iteration 35Q: 3 clusters Score -6999540 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56444 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -6999560.000000 Penalty: 5434.463379
	Iteration 36Q: 3 clusters Score -6999560 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56464 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -6999566.500000 Penalty: 5434.463379
	Iteration 37Q: 3 clusters Score -6999566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56475 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -6999565.500000 Penalty: 5434.463379
	Iteration 38Q: 3 clusters Score -6999566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56492 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -6999574.000000 Penalty: 5434.463379
	Iteration 39Q: 3 clusters Score -6999574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56506 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -6999583.500000 Penalty: 5434.463379
	Iteration 40F: 3 clusters Score -6999584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56513 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -6999594.000000 Penalty: 5434.463379
	Iteration 41Q: 3 clusters Score -6999594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56521 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -6999589.000000 Penalty: 5434.463379
	Iteration 42Q: 3 clusters Score -6999589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56525 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -6999588.500000 Penalty: 5434.463379
	Iteration 43Q: 3 clusters Score -6999588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56527 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -6999594.000000 Penalty: 5434.463379
	Iteration 44Q: 3 clusters Score -6999594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56528 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -6999591.000000 Penalty: 5434.463379
	Iteration 45Q: 3 clusters Score -6999591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56533 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -6999597.000000 Penalty: 5434.463379
	Iteration 46Q: 3 clusters Score -6999597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56536 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -6999600.000000 Penalty: 5434.463379
	Iteration 47Q: 3 clusters Score -6999600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56539 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -6999603.000000 Penalty: 5434.463379
	Iteration 48Q: 3 clusters Score -6999603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56542 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -6999601.500000 Penalty: 5434.463379
	Iteration 49Q: 3 clusters Score -6999602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56546 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -6999604.000000 Penalty: 5434.463379
	Iteration 50Q: 3 clusters Score -6999604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56547 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -6999602.000000 Penalty: 5434.463379
	Iteration 51Q: 3 clusters Score -6999602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56547 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -6999602.000000 Penalty: 5434.463379
	Iteration 52F: 3 clusters Score -6999602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Entering Unmasked Estep 
Score: -1107795.875000 Penalty: 2265.285400
	Iteration 0F: 2 clusters Score -1107796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1100612.125000 Penalty: 4530.570801
	Iteration 0F: 3 clusters Score -1100612 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1102759.500000 Penalty: 4530.570801
	Iteration 1F: 3 clusters Score -1102760 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1103392.375000 Penalty: 4530.570801
	Iteration 2F: 3 clusters Score -1103392 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1104479.875000 Penalty: 4530.570801
	Iteration 3F: 3 clusters Score -1104480 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1105673.250000 Penalty: 4530.570801
	Iteration 4F: 3 clusters Score -1105673 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1106557.500000 Penalty: 4530.570801
	Iteration 5F: 3 clusters Score -1106558 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1106971.375000 Penalty: 4530.570801
	Iteration 6F: 3 clusters Score -1106971 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1107135.625000 Penalty: 4530.570801
	Iteration 7Q: 3 clusters Score -1107136 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1107206.375000 Penalty: 4530.570801
	Iteration 8Q: 3 clusters Score -1107206 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1107242.375000 Penalty: 4530.570801
	Iteration 9Q: 3 clusters Score -1107242 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1107265.125000 Penalty: 4530.570801
	Iteration 10Q: 3 clusters Score -1107265 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1107276.000000 Penalty: 4530.570801
	Iteration 11Q: 3 clusters Score -1107276 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1107293.000000 Penalty: 4530.570801
	Iteration 12Q: 3 clusters Score -1107293 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1107300.750000 Penalty: 4530.570801
	Iteration 13Q: 3 clusters Score -1107301 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1107309.250000 Penalty: 4530.570801
	Iteration 14Q: 3 clusters Score -1107309 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1107315.750000 Penalty: 4530.570801
	Iteration 15Q: 3 clusters Score -1107316 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1107320.500000 Penalty: 4530.570801
	Iteration 16Q: 3 clusters Score -1107320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1107324.375000 Penalty: 4530.570801
	Iteration 17Q: 3 clusters Score -1107324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1107326.500000 Penalty: 4530.570801
	Iteration 18Q: 3 clusters Score -1107326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1107326.500000 Penalty: 4530.570801
	Iteration 19Q: 3 clusters Score -1107326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1107324.625000 Penalty: 4530.570801
	Iteration 20F: 3 clusters Score -1107325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1107328.125000 Penalty: 4530.570801
	Iteration 21Q: 3 clusters Score -1107328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1107328.125000 Penalty: 4530.570801
	Iteration 22F: 3 clusters Score -1107328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Entering Unmasked Estep 
Score: -463395.062500 Penalty: 2065.335938
	Iteration 0F: 2 clusters Score -463395.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -459486.062500 Penalty: 4130.671875
	Iteration 0F: 3 clusters Score -459486.1 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -460393.593750 Penalty: 4130.671875
	Iteration 1F: 3 clusters Score -460393.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -460626.750000 Penalty: 4130.671875
	Iteration 2F: 3 clusters Score -460626.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -460807.125000 Penalty: 4130.671875
	Iteration 3F: 3 clusters Score -460807.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -461013.437500 Penalty: 4130.671875
	Iteration 4Q: 3 clusters Score -461013.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -461203.437500 Penalty: 4130.671875
	Iteration 5F: 3 clusters Score -461203.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -461360.843750 Penalty: 4130.671875
	Iteration 6Q: 3 clusters Score -461360.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -461481.812500 Penalty: 4130.671875
	Iteration 7Q: 3 clusters Score -461481.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -461589.125000 Penalty: 4130.671875
	Iteration 8Q: 3 clusters Score -461589.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -461657.781250 Penalty: 4130.671875
	Iteration 9Q: 3 clusters Score -461657.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -461706.250000 Penalty: 4130.671875
	Iteration 10Q: 3 clusters Score -461706.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -461743.343750 Penalty: 4130.671875
	Iteration 11Q: 3 clusters Score -461743.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -461770.531250 Penalty: 4130.671875
	Iteration 12Q: 3 clusters Score -461770.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -461800.281250 Penalty: 4130.671875
	Iteration 13Q: 3 clusters Score -461800.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -461832.906250 Penalty: 4130.671875
	Iteration 14Q: 3 clusters Score -461832.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -461872.343750 Penalty: 4130.671875
	Iteration 15Q: 3 clusters Score -461872.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -461918.500000 Penalty: 4130.671875
	Iteration 16Q: 3 clusters Score -461918.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -461982.718750 Penalty: 4130.671875
	Iteration 17Q: 3 clusters Score -461982.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -462075.812500 Penalty: 4130.671875
	Iteration 18Q: 3 clusters Score -462075.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -462184.625000 Penalty: 4130.671875
	Iteration 19Q: 3 clusters Score -462184.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -462337.531250 Penalty: 4130.671875
	Iteration 20F: 3 clusters Score -462337.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -462531.187500 Penalty: 4130.671875
	Iteration 21Q: 3 clusters Score -462531.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -462720.781250 Penalty: 4130.671875
	Iteration 22Q: 3 clusters Score -462720.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -462883.593750 Penalty: 4130.671875
	Iteration 23Q: 3 clusters Score -462883.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -463028.156250 Penalty: 4130.671875
	Iteration 24Q: 3 clusters Score -463028.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -463137.000000 Penalty: 4130.671875
	Iteration 25Q: 3 clusters Score -463137 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -463223.812500 Penalty: 4130.671875
	Iteration 26Q: 3 clusters Score -463223.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -463295.187500 Penalty: 4130.671875
	Iteration 27Q: 3 clusters Score -463295.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -463325.718750 Penalty: 4130.671875
	Iteration 28Q: 3 clusters Score -463325.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -463341.781250 Penalty: 4130.671875
	Iteration 29Q: 3 clusters Score -463341.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -463348.750000 Penalty: 4130.671875
	Iteration 30Q: 3 clusters Score -463348.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -463355.750000 Penalty: 4130.671875
	Iteration 31Q: 3 clusters Score -463355.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -463360.281250 Penalty: 4130.671875
	Iteration 32Q: 3 clusters Score -463360.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -463364.562500 Penalty: 4130.671875
	Iteration 33Q: 3 clusters Score -463364.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -463366.250000 Penalty: 4130.671875
	Iteration 34Q: 3 clusters Score -463366.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -463367.125000 Penalty: 4130.671875
	Iteration 35Q: 3 clusters Score -463367.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -463371.312500 Penalty: 4130.671875
	Iteration 36F: 3 clusters Score -463371.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -463372.437500 Penalty: 4130.671875
	Iteration 37Q: 3 clusters Score -463372.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -463374.250000 Penalty: 4130.671875
	Iteration 38Q: 3 clusters Score -463374.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -463374.062500 Penalty: 4130.671875
	Iteration 39Q: 3 clusters Score -463374.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -463374.062500 Penalty: 4130.671875
	Iteration 40F: 3 clusters Score -463374.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Entering Unmasked Estep 
Score: -2082808.750000 Penalty: 2422.892578
	Iteration 0F: 2 clusters Score -2082809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -2070355.250000 Penalty: 4845.785156
	Iteration 0F: 3 clusters Score -2070355 nChanged 7593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -2074408.000000 Penalty: 4845.785156
	Iteration 1F: 3 clusters Score -2074408 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -2074944.000000 Penalty: 4845.785156
	Iteration 2F: 3 clusters Score -2074944 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -2075491.125000 Penalty: 4845.785156
	Iteration 3F: 3 clusters Score -2075491 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -2076027.875000 Penalty: 4845.785156
	Iteration 4F: 3 clusters Score -2076028 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -2076582.375000 Penalty: 4845.785156
	Iteration 5F: 3 clusters Score -2076582 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -2077180.500000 Penalty: 4845.785156
	Iteration 6F: 3 clusters Score -2077180 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -2077916.125000 Penalty: 4845.785156
	Iteration 7F: 3 clusters Score -2077916 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -2078772.625000 Penalty: 4845.785156
	Iteration 8F: 3 clusters Score -2078773 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -2079633.500000 Penalty: 4845.785156
	Iteration 9F: 3 clusters Score -2079634 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -2080445.375000 Penalty: 4845.785156
	Iteration 10Q: 3 clusters Score -2080445 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -2081097.625000 Penalty: 4845.785156
	Iteration 11Q: 3 clusters Score -2081098 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -2081385.000000 Penalty: 4845.785156
	Iteration 12Q: 3 clusters Score -2081385 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -2081495.750000 Penalty: 4845.785156
	Iteration 13Q: 3 clusters Score -2081496 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -2081543.000000 Penalty: 4845.785156
	Iteration 14Q: 3 clusters Score -2081543 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -2081582.375000 Penalty: 4845.785156
	Iteration 15Q: 3 clusters Score -2081582 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -2081616.250000 Penalty: 4845.785156
	Iteration 16Q: 3 clusters Score -2081616 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -2081661.125000 Penalty: 4845.785156
	Iteration 17Q: 3 clusters Score -2081661 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -2081691.500000 Penalty: 4845.785156
	Iteration 18Q: 3 clusters Score -2081692 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -2081712.125000 Penalty: 4845.785156
	Iteration 19Q: 3 clusters Score -2081712 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -2081731.750000 Penalty: 4845.785156
	Iteration 20F: 3 clusters Score -2081732 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -2081749.875000 Penalty: 4845.785156
	Iteration 21Q: 3 clusters Score -2081750 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -2081764.375000 Penalty: 4845.785156
	Iteration 22Q: 3 clusters Score -2081764 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -2081773.250000 Penalty: 4845.785156
	Iteration 23Q: 3 clusters Score -2081773 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -2081781.250000 Penalty: 4845.785156
	Iteration 24Q: 3 clusters Score -2081781 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -2081787.250000 Penalty: 4845.785156
	Iteration 25Q: 3 clusters Score -2081787 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -2081790.875000 Penalty: 4845.785156
	Iteration 26Q: 3 clusters Score -2081791 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -2081799.625000 Penalty: 4845.785156
	Iteration 27Q: 3 clusters Score -2081800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -2081794.750000 Penalty: 4845.785156
	Iteration 28Q: 3 clusters Score -2081795 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -2081800.000000 Penalty: 4845.785156
	Iteration 29Q: 3 clusters Score -2081800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -2081802.000000 Penalty: 4845.785156
	Iteration 30Q: 3 clusters Score -2081802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -2081802.000000 Penalty: 4845.785156
	Iteration 31Q: 3 clusters Score -2081802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -2081805.375000 Penalty: 4845.785156
	Iteration 32Q: 3 clusters Score -2081805 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -2081803.125000 Penalty: 4845.785156
	Iteration 33Q: 3 clusters Score -2081803 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -2081806.875000 Penalty: 4845.785156
	Iteration 34Q: 3 clusters Score -2081807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -2081809.375000 Penalty: 4845.785156
	Iteration 35Q: 3 clusters Score -2081809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -2081806.000000 Penalty: 4845.785156
	Iteration 36Q: 3 clusters Score -2081806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -2081810.250000 Penalty: 4845.785156
	Iteration 37Q: 3 clusters Score -2081810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -2081812.125000 Penalty: 4845.785156
	Iteration 38Q: 3 clusters Score -2081812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -2081814.875000 Penalty: 4845.785156
	Iteration 39Q: 3 clusters Score -2081815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -2081817.250000 Penalty: 4845.785156
	Iteration 40F: 3 clusters Score -2081817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -2081813.750000 Penalty: 4845.785156
	Iteration 41Q: 3 clusters Score -2081814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -2081810.500000 Penalty: 4845.785156
	Iteration 42Q: 3 clusters Score -2081810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -2081811.875000 Penalty: 4845.785156
	Iteration 43Q: 3 clusters Score -2081812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -2081811.000000 Penalty: 4845.785156
	Iteration 44Q: 3 clusters Score -2081811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -2081814.000000 Penalty: 4845.785156
	Iteration 45Q: 3 clusters Score -2081814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -2081816.750000 Penalty: 4845.785156
	Iteration 46Q: 3 clusters Score -2081817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -2081817.625000 Penalty: 4845.785156
	Iteration 47Q: 3 clusters Score -2081818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -2081819.875000 Penalty: 4845.785156
	Iteration 48Q: 3 clusters Score -2081820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -2081820.750000 Penalty: 4845.785156
	Iteration 49Q: 3 clusters Score -2081821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -2081818.250000 Penalty: 4845.785156
	Iteration 50Q: 3 clusters Score -2081818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -2081817.125000 Penalty: 4845.785156
	Iteration 51Q: 3 clusters Score -2081817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -2081819.500000 Penalty: 4845.785156
	Iteration 52Q: 3 clusters Score -2081820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -2081819.375000 Penalty: 4845.785156
	Iteration 53Q: 3 clusters Score -2081819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -2081817.500000 Penalty: 4845.785156
	Iteration 54Q: 3 clusters Score -2081818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -2081818.875000 Penalty: 4845.785156
	Iteration 55Q: 3 clusters Score -2081819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -2081817.125000 Penalty: 4845.785156
	Iteration 56Q: 3 clusters Score -2081817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -2081817.125000 Penalty: 4845.785156
	Iteration 57F: 3 clusters Score -2081817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Entering Unmasked Estep 
Score: -1771356.500000 Penalty: 2383.974609
	Iteration 0F: 2 clusters Score -1771356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1760524.875000 Penalty: 4767.949219
	Iteration 0F: 3 clusters Score -1760525 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1764202.000000 Penalty: 4767.949219
	Iteration 1F: 3 clusters Score -1764202 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1764793.250000 Penalty: 4767.949219
	Iteration 2F: 3 clusters Score -1764793 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1765390.500000 Penalty: 4767.949219
	Iteration 3F: 3 clusters Score -1765390 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1765983.500000 Penalty: 4767.949219
	Iteration 4F: 3 clusters Score -1765984 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1766578.250000 Penalty: 4767.949219
	Iteration 5F: 3 clusters Score -1766578 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1767079.125000 Penalty: 4767.949219
	Iteration 6F: 3 clusters Score -1767079 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1767464.750000 Penalty: 4767.949219
	Iteration 7Q: 3 clusters Score -1767465 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1767766.000000 Penalty: 4767.949219
	Iteration 8Q: 3 clusters Score -1767766 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1767974.125000 Penalty: 4767.949219
	Iteration 9Q: 3 clusters Score -1767974 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1768102.250000 Penalty: 4767.949219
	Iteration 10Q: 3 clusters Score -1768102 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1768181.250000 Penalty: 4767.949219
	Iteration 11Q: 3 clusters Score -1768181 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1768238.500000 Penalty: 4767.949219
	Iteration 12Q: 3 clusters Score -1768238 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1768290.625000 Penalty: 4767.949219
	Iteration 13Q: 3 clusters Score -1768291 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1768323.250000 Penalty: 4767.949219
	Iteration 14Q: 3 clusters Score -1768323 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1768345.875000 Penalty: 4767.949219
	Iteration 15Q: 3 clusters Score -1768346 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1768355.750000 Penalty: 4767.949219
	Iteration 16Q: 3 clusters Score -1768356 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1768378.125000 Penalty: 4767.949219
	Iteration 17Q: 3 clusters Score -1768378 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1768389.250000 Penalty: 4767.949219
	Iteration 18Q: 3 clusters Score -1768389 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1768402.500000 Penalty: 4767.949219
	Iteration 19Q: 3 clusters Score -1768402 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1768412.125000 Penalty: 4767.949219
	Iteration 20F: 3 clusters Score -1768412 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1768426.750000 Penalty: 4767.949219
	Iteration 21Q: 3 clusters Score -1768427 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1768436.750000 Penalty: 4767.949219
	Iteration 22Q: 3 clusters Score -1768437 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1768447.000000 Penalty: 4767.949219
	Iteration 23Q: 3 clusters Score -1768447 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1768450.750000 Penalty: 4767.949219
	Iteration 24Q: 3 clusters Score -1768451 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1768455.000000 Penalty: 4767.949219
	Iteration 25Q: 3 clusters Score -1768455 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1768460.500000 Penalty: 4767.949219
	Iteration 26Q: 3 clusters Score -1768460 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1768462.625000 Penalty: 4767.949219
	Iteration 27Q: 3 clusters Score -1768463 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1768474.625000 Penalty: 4767.949219
	Iteration 28Q: 3 clusters Score -1768475 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1768474.750000 Penalty: 4767.949219
	Iteration 29Q: 3 clusters Score -1768475 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1768481.875000 Penalty: 4767.949219
	Iteration 30Q: 3 clusters Score -1768482 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1768484.375000 Penalty: 4767.949219
	Iteration 31Q: 3 clusters Score -1768484 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1768497.000000 Penalty: 4767.949219
	Iteration 32Q: 3 clusters Score -1768497 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1768502.125000 Penalty: 4767.949219
	Iteration 33Q: 3 clusters Score -1768502 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1768512.125000 Penalty: 4767.949219
	Iteration 34Q: 3 clusters Score -1768512 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1768536.000000 Penalty: 4767.949219
	Iteration 35Q: 3 clusters Score -1768536 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1768545.875000 Penalty: 4767.949219
	Iteration 36Q: 3 clusters Score -1768546 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1768558.000000 Penalty: 4767.949219
	Iteration 37Q: 3 clusters Score -1768558 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1768564.875000 Penalty: 4767.949219
	Iteration 38Q: 3 clusters Score -1768565 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1768586.125000 Penalty: 4767.949219
	Iteration 39Q: 3 clusters Score -1768586 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1768598.750000 Penalty: 4767.949219
	Iteration 40F: 3 clusters Score -1768599 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1768618.875000 Penalty: 4767.949219
	Iteration 41Q: 3 clusters Score -1768619 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1768643.625000 Penalty: 4767.949219
	Iteration 42Q: 3 clusters Score -1768644 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1768668.250000 Penalty: 4767.949219
	Iteration 43Q: 3 clusters Score -1768668 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1768703.250000 Penalty: 4767.949219
	Iteration 44Q: 3 clusters Score -1768703 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1768726.375000 Penalty: 4767.949219
	Iteration 45Q: 3 clusters Score -1768726 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1768769.875000 Penalty: 4767.949219
	Iteration 46Q: 3 clusters Score -1768770 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -1768828.625000 Penalty: 4767.949219
	Iteration 47Q: 3 clusters Score -1768829 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1768882.250000 Penalty: 4767.949219
	Iteration 48Q: 3 clusters Score -1768882 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -1768921.125000 Penalty: 4767.949219
	Iteration 49Q: 3 clusters Score -1768921 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -1768960.625000 Penalty: 4767.949219
	Iteration 50Q: 3 clusters Score -1768961 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -1769001.250000 Penalty: 4767.949219
	Iteration 51Q: 3 clusters Score -1769001 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -1769039.000000 Penalty: 4767.949219
	Iteration 52Q: 3 clusters Score -1769039 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -1769080.750000 Penalty: 4767.949219
	Iteration 53Q: 3 clusters Score -1769081 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -1769128.250000 Penalty: 4767.949219
	Iteration 54Q: 3 clusters Score -1769128 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -1769170.500000 Penalty: 4767.949219
	Iteration 55Q: 3 clusters Score -1769170 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -1769209.375000 Penalty: 4767.949219
	Iteration 56Q: 3 clusters Score -1769209 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -1769253.250000 Penalty: 4767.949219
	Iteration 57Q: 3 clusters Score -1769253 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -1769286.125000 Penalty: 4767.949219
	Iteration 58Q: 3 clusters Score -1769286 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -1769323.000000 Penalty: 4767.949219
	Iteration 59Q: 3 clusters Score -1769323 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -1769357.375000 Penalty: 4767.949219
	Iteration 60F: 3 clusters Score -1769357 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -1769384.250000 Penalty: 4767.949219
	Iteration 61Q: 3 clusters Score -1769384 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -1769405.750000 Penalty: 4767.949219
	Iteration 62Q: 3 clusters Score -1769406 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1769415.375000 Penalty: 4767.949219
	Iteration 63Q: 3 clusters Score -1769415 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -1769428.250000 Penalty: 4767.949219
	Iteration 64Q: 3 clusters Score -1769428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -1769430.375000 Penalty: 4767.949219
	Iteration 65Q: 3 clusters Score -1769430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -1769440.375000 Penalty: 4767.949219
	Iteration 66Q: 3 clusters Score -1769440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -1769448.000000 Penalty: 4767.949219
	Iteration 67Q: 3 clusters Score -1769448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -1769454.000000 Penalty: 4767.949219
	Iteration 68Q: 3 clusters Score -1769454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -1769463.500000 Penalty: 4767.949219
	Iteration 69Q: 3 clusters Score -1769464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -1769461.375000 Penalty: 4767.949219
	Iteration 70Q: 3 clusters Score -1769461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1769464.250000 Penalty: 4767.949219
	Iteration 71Q: 3 clusters Score -1769464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -1769463.625000 Penalty: 4767.949219
	Iteration 72Q: 3 clusters Score -1769464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -1769465.000000 Penalty: 4767.949219
	Iteration 73Q: 3 clusters Score -1769465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -1769467.750000 Penalty: 4767.949219
	Iteration 74Q: 3 clusters Score -1769468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -1769469.875000 Penalty: 4767.949219
	Iteration 75Q: 3 clusters Score -1769470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -1769469.000000 Penalty: 4767.949219
	Iteration 76Q: 3 clusters Score -1769469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -1769469.500000 Penalty: 4767.949219
	Iteration 77Q: 3 clusters Score -1769470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -1769475.625000 Penalty: 4767.949219
	Iteration 78Q: 3 clusters Score -1769476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -1769479.625000 Penalty: 4767.949219
	Iteration 79Q: 3 clusters Score -1769480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -1769482.125000 Penalty: 4767.949219
	Iteration 80F: 3 clusters Score -1769482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -1769482.250000 Penalty: 4767.949219
	Iteration 81Q: 3 clusters Score -1769482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -1769481.125000 Penalty: 4767.949219
	Iteration 82Q: 3 clusters Score -1769481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -1769481.125000 Penalty: 4767.949219
	Iteration 83F: 3 clusters Score -1769481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (126260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126260 members 
Entering Unmasked Estep 
Score: -15379285.000000 Penalty: 2913.032471
	Iteration 0F: 2 clusters Score -1.537928e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63346 members 
Mstep: Class 2 contains 62914 members 
Entering Unmasked Estep 
Score: -15294645.000000 Penalty: 5826.064941
	Iteration 0F: 3 clusters Score -1.529464e+07 nChanged 60147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64809 members 
Mstep: Class 2 contains 61451 members 
Entering Unmasked Estep 
Score: -15329082.000000 Penalty: 5826.064941
	Iteration 1F: 3 clusters Score -1.532908e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66030 members 
Mstep: Class 2 contains 60230 members 
Entering Unmasked Estep 
Score: -15330180.000000 Penalty: 5826.064941
	Iteration 2Q: 3 clusters Score -1.533018e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68013 members 
Mstep: Class 2 contains 58247 members 
Entering Unmasked Estep 
Score: -15331312.000000 Penalty: 5826.064941
	Iteration 3Q: 3 clusters Score -1.533131e+07 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70972 members 
Mstep: Class 2 contains 55288 members 
Entering Unmasked Estep 
Score: -15332824.000000 Penalty: 5826.064941
	Iteration 4Q: 3 clusters Score -1.533282e+07 nChanged 5545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75425 members 
Mstep: Class 2 contains 50835 members 
Entering Unmasked Estep 
Score: -15334898.000000 Penalty: 5826.064941
	Iteration 5Q: 3 clusters Score -1.53349e+07 nChanged 7024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81845 members 
Mstep: Class 2 contains 44415 members 
Entering Unmasked Estep 
Score: -15338669.000000 Penalty: 5826.064941
	Iteration 6F: 3 clusters Score -1.533867e+07 nChanged 9090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90665 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -15344847.000000 Penalty: 5826.064941
	Iteration 7F: 3 clusters Score -1.534485e+07 nChanged 10615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101220 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -15353463.000000 Penalty: 5826.064941
	Iteration 8F: 3 clusters Score -1.535346e+07 nChanged 10339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111545 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -15363003.000000 Penalty: 5826.064941
	Iteration 9F: 3 clusters Score -1.5363e+07 nChanged 7532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119071 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -15370206.000000 Penalty: 5826.064941
	Iteration 10F: 3 clusters Score -1.537021e+07 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123191 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -15374021.000000 Penalty: 5826.064941
	Iteration 11Q: 3 clusters Score -1.537402e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124929 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -15375528.000000 Penalty: 5826.064941
	Iteration 12Q: 3 clusters Score -1.537553e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125593 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -15376185.000000 Penalty: 5826.064941
	Iteration 13Q: 3 clusters Score -1.537618e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125794 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -15376435.000000 Penalty: 5826.064941
	Iteration 14Q: 3 clusters Score -1.537644e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125867 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -15376543.000000 Penalty: 5826.064941
	Iteration 15Q: 3 clusters Score -1.537654e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125891 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -15376597.000000 Penalty: 5826.064941
	Iteration 16Q: 3 clusters Score -1.53766e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125920 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -15376617.000000 Penalty: 5826.064941
	Iteration 17Q: 3 clusters Score -1.537662e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125936 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -15376648.000000 Penalty: 5826.064941
	Iteration 18Q: 3 clusters Score -1.537665e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125942 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -15376657.000000 Penalty: 5826.064941
	Iteration 19Q: 3 clusters Score -1.537666e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125945 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -15376680.000000 Penalty: 5826.064941
	Iteration 20F: 3 clusters Score -1.537668e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125945 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -15376695.000000 Penalty: 5826.064941
	Iteration 21Q: 3 clusters Score -1.53767e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125947 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -15376687.000000 Penalty: 5826.064941
	Iteration 22Q: 3 clusters Score -1.537669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125951 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -15376694.000000 Penalty: 5826.064941
	Iteration 23Q: 3 clusters Score -1.537669e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125952 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -15376702.000000 Penalty: 5826.064941
	Iteration 24Q: 3 clusters Score -1.53767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125952 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -15376704.000000 Penalty: 5826.064941
	Iteration 25Q: 3 clusters Score -1.53767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125952 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -15376710.000000 Penalty: 5826.064941
	Iteration 26Q: 3 clusters Score -1.537671e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125952 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -15376710.000000 Penalty: 5826.064941
	Iteration 27F: 3 clusters Score -1.537671e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Entering Unmasked Estep 
Score: -1493867.750000 Penalty: 2336.369385
	Iteration 0F: 2 clusters Score -1493868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1484761.250000 Penalty: 4672.738770
	Iteration 0F: 3 clusters Score -1484761 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1487823.375000 Penalty: 4672.738770
	Iteration 1F: 3 clusters Score -1487823 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1488532.250000 Penalty: 4672.738770
	Iteration 2F: 3 clusters Score -1488532 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1489265.250000 Penalty: 4672.738770
	Iteration 3F: 3 clusters Score -1489265 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1489919.500000 Penalty: 4672.738770
	Iteration 4F: 3 clusters Score -1489920 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1490461.250000 Penalty: 4672.738770
	Iteration 5F: 3 clusters Score -1490461 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1490846.375000 Penalty: 4672.738770
	Iteration 6F: 3 clusters Score -1490846 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1491086.625000 Penalty: 4672.738770
	Iteration 7Q: 3 clusters Score -1491087 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1491244.250000 Penalty: 4672.738770
	Iteration 8Q: 3 clusters Score -1491244 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1491353.000000 Penalty: 4672.738770
	Iteration 9Q: 3 clusters Score -1491353 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1491416.500000 Penalty: 4672.738770
	Iteration 10Q: 3 clusters Score -1491416 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1491465.125000 Penalty: 4672.738770
	Iteration 11Q: 3 clusters Score -1491465 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1491506.750000 Penalty: 4672.738770
	Iteration 12Q: 3 clusters Score -1491507 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1491534.000000 Penalty: 4672.738770
	Iteration 13Q: 3 clusters Score -1491534 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1491567.750000 Penalty: 4672.738770
	Iteration 14Q: 3 clusters Score -1491568 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1491588.625000 Penalty: 4672.738770
	Iteration 15Q: 3 clusters Score -1491589 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1491620.375000 Penalty: 4672.738770
	Iteration 16Q: 3 clusters Score -1491620 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1491645.000000 Penalty: 4672.738770
	Iteration 17Q: 3 clusters Score -1491645 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1491677.875000 Penalty: 4672.738770
	Iteration 18Q: 3 clusters Score -1491678 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1491710.875000 Penalty: 4672.738770
	Iteration 19Q: 3 clusters Score -1491711 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1491748.125000 Penalty: 4672.738770
	Iteration 20F: 3 clusters Score -1491748 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1491787.750000 Penalty: 4672.738770
	Iteration 21Q: 3 clusters Score -1491788 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1491847.375000 Penalty: 4672.738770
	Iteration 22Q: 3 clusters Score -1491847 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1491907.750000 Penalty: 4672.738770
	Iteration 23Q: 3 clusters Score -1491908 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1491969.500000 Penalty: 4672.738770
	Iteration 24Q: 3 clusters Score -1491970 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1492009.875000 Penalty: 4672.738770
	Iteration 25Q: 3 clusters Score -1492010 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1492043.500000 Penalty: 4672.738770
	Iteration 26Q: 3 clusters Score -1492044 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1492070.500000 Penalty: 4672.738770
	Iteration 27Q: 3 clusters Score -1492070 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1492098.125000 Penalty: 4672.738770
	Iteration 28Q: 3 clusters Score -1492098 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1492128.125000 Penalty: 4672.738770
	Iteration 29Q: 3 clusters Score -1492128 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1492166.750000 Penalty: 4672.738770
	Iteration 30Q: 3 clusters Score -1492167 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1492198.625000 Penalty: 4672.738770
	Iteration 31Q: 3 clusters Score -1492199 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1492218.875000 Penalty: 4672.738770
	Iteration 32Q: 3 clusters Score -1492219 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1492232.875000 Penalty: 4672.738770
	Iteration 33Q: 3 clusters Score -1492233 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1492243.250000 Penalty: 4672.738770
	Iteration 34Q: 3 clusters Score -1492243 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1492251.125000 Penalty: 4672.738770
	Iteration 35Q: 3 clusters Score -1492251 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1492263.000000 Penalty: 4672.738770
	Iteration 36Q: 3 clusters Score -1492263 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1492265.625000 Penalty: 4672.738770
	Iteration 37Q: 3 clusters Score -1492266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1492269.000000 Penalty: 4672.738770
	Iteration 38Q: 3 clusters Score -1492269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1492276.125000 Penalty: 4672.738770
	Iteration 39Q: 3 clusters Score -1492276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1492279.750000 Penalty: 4672.738770
	Iteration 40F: 3 clusters Score -1492280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1492286.875000 Penalty: 4672.738770
	Iteration 41Q: 3 clusters Score -1492287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1492288.250000 Penalty: 4672.738770
	Iteration 42Q: 3 clusters Score -1492288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1492292.625000 Penalty: 4672.738770
	Iteration 43Q: 3 clusters Score -1492293 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1492298.375000 Penalty: 4672.738770
	Iteration 44Q: 3 clusters Score -1492298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1492300.875000 Penalty: 4672.738770
	Iteration 45Q: 3 clusters Score -1492301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1492304.375000 Penalty: 4672.738770
	Iteration 46Q: 3 clusters Score -1492304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1492304.875000 Penalty: 4672.738770
	Iteration 47Q: 3 clusters Score -1492305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1492307.625000 Penalty: 4672.738770
	Iteration 48Q: 3 clusters Score -1492308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1492312.125000 Penalty: 4672.738770
	Iteration 49Q: 3 clusters Score -1492312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1492313.500000 Penalty: 4672.738770
	Iteration 50Q: 3 clusters Score -1492314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1492316.500000 Penalty: 4672.738770
	Iteration 51Q: 3 clusters Score -1492316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1492318.250000 Penalty: 4672.738770
	Iteration 52Q: 3 clusters Score -1492318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1492318.500000 Penalty: 4672.738770
	Iteration 53Q: 3 clusters Score -1492318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1492318.500000 Penalty: 4672.738770
	Iteration 54Q: 3 clusters Score -1492318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1492320.125000 Penalty: 4672.738770
	Iteration 55Q: 3 clusters Score -1492320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1492320.625000 Penalty: 4672.738770
	Iteration 56Q: 3 clusters Score -1492321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1492324.000000 Penalty: 4672.738770
	Iteration 57Q: 3 clusters Score -1492324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1492325.375000 Penalty: 4672.738770
	Iteration 58Q: 3 clusters Score -1492325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1492329.000000 Penalty: 4672.738770
	Iteration 59Q: 3 clusters Score -1492329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1492329.375000 Penalty: 4672.738770
	Iteration 60F: 3 clusters Score -1492329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1492333.250000 Penalty: 4672.738770
	Iteration 61Q: 3 clusters Score -1492333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1492331.250000 Penalty: 4672.738770
	Iteration 62Q: 3 clusters Score -1492331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1492331.250000 Penalty: 4672.738770
	Iteration 63F: 3 clusters Score -1492331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (200124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200124 members 
Entering Unmasked Estep 
Score: -24630626.000000 Penalty: 3027.259766
	Iteration 0F: 2 clusters Score -2.463063e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100121 members 
Mstep: Class 2 contains 100003 members 
Entering Unmasked Estep 
Score: -24498716.000000 Penalty: 6054.519531
	Iteration 0F: 3 clusters Score -2.449872e+07 nChanged 96519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101188 members 
Mstep: Class 2 contains 98936 members 
Entering Unmasked Estep 
Score: -24555576.000000 Penalty: 6054.519531
	Iteration 1F: 3 clusters Score -2.455558e+07 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101825 members 
Mstep: Class 2 contains 98299 members 
Entering Unmasked Estep 
Score: -24557166.000000 Penalty: 6054.519531
	Iteration 2Q: 3 clusters Score -2.455717e+07 nChanged 6366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102485 members 
Mstep: Class 2 contains 97639 members 
Entering Unmasked Estep 
Score: -24559434.000000 Penalty: 6054.519531
	Iteration 3Q: 3 clusters Score -2.455943e+07 nChanged 7408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102945 members 
Mstep: Class 2 contains 97179 members 
Entering Unmasked Estep 
Score: -24562550.000000 Penalty: 6054.519531
	Iteration 4Q: 3 clusters Score -2.456255e+07 nChanged 8997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102760 members 
Mstep: Class 2 contains 97364 members 
Entering Unmasked Estep 
Score: -24567116.000000 Penalty: 6054.519531
	Iteration 5Q: 3 clusters Score -2.456712e+07 nChanged 11415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101187 members 
Mstep: Class 2 contains 98937 members 
Entering Unmasked Estep 
Score: -24574476.000000 Penalty: 6054.519531
	Iteration 6F: 3 clusters Score -2.457448e+07 nChanged 13968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98039 members 
Mstep: Class 2 contains 102085 members 
Entering Unmasked Estep 
Score: -24585664.000000 Penalty: 6054.519531
	Iteration 7F: 3 clusters Score -2.458566e+07 nChanged 16008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92969 members 
Mstep: Class 2 contains 107155 members 
Entering Unmasked Estep 
Score: -24600104.000000 Penalty: 6054.519531
	Iteration 8F: 3 clusters Score -2.46001e+07 nChanged 14857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88094 members 
Mstep: Class 2 contains 112030 members 
Entering Unmasked Estep 
Score: -24611692.000000 Penalty: 6054.519531
	Iteration 9F: 3 clusters Score -2.461169e+07 nChanged 10001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84913 members 
Mstep: Class 2 contains 115211 members 
Entering Unmasked Estep 
Score: -24617216.000000 Penalty: 6054.519531
	Iteration 10Q: 3 clusters Score -2.461722e+07 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82764 members 
Mstep: Class 2 contains 117360 members 
Entering Unmasked Estep 
Score: -24620002.000000 Penalty: 6054.519531
	Iteration 11Q: 3 clusters Score -2.462e+07 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81270 members 
Mstep: Class 2 contains 118854 members 
Entering Unmasked Estep 
Score: -24621634.000000 Penalty: 6054.519531
	Iteration 12Q: 3 clusters Score -2.462163e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80039 members 
Mstep: Class 2 contains 120085 members 
Entering Unmasked Estep 
Score: -24622816.000000 Penalty: 6054.519531
	Iteration 13Q: 3 clusters Score -2.462282e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79088 members 
Mstep: Class 2 contains 121036 members 
Entering Unmasked Estep 
Score: -24623626.000000 Penalty: 6054.519531
	Iteration 14Q: 3 clusters Score -2.462363e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78292 members 
Mstep: Class 2 contains 121832 members 
Entering Unmasked Estep 
Score: -24624114.000000 Penalty: 6054.519531
	Iteration 15Q: 3 clusters Score -2.462411e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77600 members 
Mstep: Class 2 contains 122524 members 
Entering Unmasked Estep 
Score: -24624422.000000 Penalty: 6054.519531
	Iteration 16Q: 3 clusters Score -2.462442e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76954 members 
Mstep: Class 2 contains 123170 members 
Entering Unmasked Estep 
Score: -24624502.000000 Penalty: 6054.519531
	Iteration 17Q: 3 clusters Score -2.46245e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76300 members 
Mstep: Class 2 contains 123824 members 
Entering Unmasked Estep 
Score: -24624578.000000 Penalty: 6054.519531
	Iteration 18Q: 3 clusters Score -2.462458e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75708 members 
Mstep: Class 2 contains 124416 members 
Entering Unmasked Estep 
Score: -24624614.000000 Penalty: 6054.519531
	Iteration 19Q: 3 clusters Score -2.462461e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75120 members 
Mstep: Class 2 contains 125004 members 
Entering Unmasked Estep 
Score: -24624616.000000 Penalty: 6054.519531
	Iteration 20F: 3 clusters Score -2.462462e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74510 members 
Mstep: Class 2 contains 125614 members 
Entering Unmasked Estep 
Score: -24624748.000000 Penalty: 6054.519531
	Iteration 21Q: 3 clusters Score -2.462475e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73865 members 
Mstep: Class 2 contains 126259 members 
Entering Unmasked Estep 
Score: -24624794.000000 Penalty: 6054.519531
	Iteration 22Q: 3 clusters Score -2.462479e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73216 members 
Mstep: Class 2 contains 126908 members 
Entering Unmasked Estep 
Score: -24624880.000000 Penalty: 6054.519531
	Iteration 23Q: 3 clusters Score -2.462488e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72557 members 
Mstep: Class 2 contains 127567 members 
Entering Unmasked Estep 
Score: -24625016.000000 Penalty: 6054.519531
	Iteration 24Q: 3 clusters Score -2.462502e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71906 members 
Mstep: Class 2 contains 128218 members 
Entering Unmasked Estep 
Score: -24625104.000000 Penalty: 6054.519531
	Iteration 25Q: 3 clusters Score -2.46251e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71243 members 
Mstep: Class 2 contains 128881 members 
Entering Unmasked Estep 
Score: -24625204.000000 Penalty: 6054.519531
	Iteration 26Q: 3 clusters Score -2.46252e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70590 members 
Mstep: Class 2 contains 129534 members 
Entering Unmasked Estep 
Score: -24625250.000000 Penalty: 6054.519531
	Iteration 27Q: 3 clusters Score -2.462525e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69913 members 
Mstep: Class 2 contains 130211 members 
Entering Unmasked Estep 
Score: -24625390.000000 Penalty: 6054.519531
	Iteration 28Q: 3 clusters Score -2.462539e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69246 members 
Mstep: Class 2 contains 130878 members 
Entering Unmasked Estep 
Score: -24625428.000000 Penalty: 6054.519531
	Iteration 29Q: 3 clusters Score -2.462543e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68564 members 
Mstep: Class 2 contains 131560 members 
Entering Unmasked Estep 
Score: -24625580.000000 Penalty: 6054.519531
	Iteration 30Q: 3 clusters Score -2.462558e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67889 members 
Mstep: Class 2 contains 132235 members 
Entering Unmasked Estep 
Score: -24625682.000000 Penalty: 6054.519531
	Iteration 31Q: 3 clusters Score -2.462568e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67192 members 
Mstep: Class 2 contains 132932 members 
Entering Unmasked Estep 
Score: -24625742.000000 Penalty: 6054.519531
	Iteration 32Q: 3 clusters Score -2.462574e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66568 members 
Mstep: Class 2 contains 133556 members 
Entering Unmasked Estep 
Score: -24625774.000000 Penalty: 6054.519531
	Iteration 33Q: 3 clusters Score -2.462577e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65922 members 
Mstep: Class 2 contains 134202 members 
Entering Unmasked Estep 
Score: -24625788.000000 Penalty: 6054.519531
	Iteration 34Q: 3 clusters Score -2.462579e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65288 members 
Mstep: Class 2 contains 134836 members 
Entering Unmasked Estep 
Score: -24625802.000000 Penalty: 6054.519531
	Iteration 35Q: 3 clusters Score -2.46258e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64650 members 
Mstep: Class 2 contains 135474 members 
Entering Unmasked Estep 
Score: -24625848.000000 Penalty: 6054.519531
	Iteration 36Q: 3 clusters Score -2.462585e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64009 members 
Mstep: Class 2 contains 136115 members 
Entering Unmasked Estep 
Score: -24625880.000000 Penalty: 6054.519531
	Iteration 37Q: 3 clusters Score -2.462588e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63362 members 
Mstep: Class 2 contains 136762 members 
Entering Unmasked Estep 
Score: -24625954.000000 Penalty: 6054.519531
	Iteration 38Q: 3 clusters Score -2.462595e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62768 members 
Mstep: Class 2 contains 137356 members 
Entering Unmasked Estep 
Score: -24625998.000000 Penalty: 6054.519531
	Iteration 39Q: 3 clusters Score -2.4626e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62199 members 
Mstep: Class 2 contains 137925 members 
Entering Unmasked Estep 
Score: -24626004.000000 Penalty: 6054.519531
	Iteration 40F: 3 clusters Score -2.4626e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61621 members 
Mstep: Class 2 contains 138503 members 
Entering Unmasked Estep 
Score: -24626028.000000 Penalty: 6054.519531
	Iteration 41Q: 3 clusters Score -2.462603e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61067 members 
Mstep: Class 2 contains 139057 members 
Entering Unmasked Estep 
Score: -24626042.000000 Penalty: 6054.519531
	Iteration 42Q: 3 clusters Score -2.462604e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60484 members 
Mstep: Class 2 contains 139640 members 
Entering Unmasked Estep 
Score: -24626130.000000 Penalty: 6054.519531
	Iteration 43Q: 3 clusters Score -2.462613e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59890 members 
Mstep: Class 2 contains 140234 members 
Entering Unmasked Estep 
Score: -24626168.000000 Penalty: 6054.519531
	Iteration 44Q: 3 clusters Score -2.462617e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59306 members 
Mstep: Class 2 contains 140818 members 
Entering Unmasked Estep 
Score: -24626258.000000 Penalty: 6054.519531
	Iteration 45Q: 3 clusters Score -2.462626e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58711 members 
Mstep: Class 2 contains 141413 members 
Entering Unmasked Estep 
Score: -24626228.000000 Penalty: 6054.519531
	Iteration 46Q: 3 clusters Score -2.462623e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58123 members 
Mstep: Class 2 contains 142001 members 
Entering Unmasked Estep 
Score: -24626270.000000 Penalty: 6054.519531
	Iteration 47Q: 3 clusters Score -2.462627e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57475 members 
Mstep: Class 2 contains 142649 members 
Entering Unmasked Estep 
Score: -24626310.000000 Penalty: 6054.519531
	Iteration 48Q: 3 clusters Score -2.462631e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56747 members 
Mstep: Class 2 contains 143377 members 
Entering Unmasked Estep 
Score: -24626428.000000 Penalty: 6054.519531
	Iteration 49Q: 3 clusters Score -2.462643e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56005 members 
Mstep: Class 2 contains 144119 members 
Entering Unmasked Estep 
Score: -24626576.000000 Penalty: 6054.519531
	Iteration 50Q: 3 clusters Score -2.462658e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55289 members 
Mstep: Class 2 contains 144835 members 
Entering Unmasked Estep 
Score: -24626554.000000 Penalty: 6054.519531
	Iteration 51Q: 3 clusters Score -2.462655e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54566 members 
Mstep: Class 2 contains 145558 members 
Entering Unmasked Estep 
Score: -24626554.000000 Penalty: 6054.519531
	Iteration 52Q: 3 clusters Score -2.462655e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53811 members 
Mstep: Class 2 contains 146313 members 
Entering Unmasked Estep 
Score: -24626670.000000 Penalty: 6054.519531
	Iteration 53Q: 3 clusters Score -2.462667e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53073 members 
Mstep: Class 2 contains 147051 members 
Entering Unmasked Estep 
Score: -24626762.000000 Penalty: 6054.519531
	Iteration 54Q: 3 clusters Score -2.462676e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52304 members 
Mstep: Class 2 contains 147820 members 
Entering Unmasked Estep 
Score: -24626902.000000 Penalty: 6054.519531
	Iteration 55Q: 3 clusters Score -2.46269e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51555 members 
Mstep: Class 2 contains 148569 members 
Entering Unmasked Estep 
Score: -24626960.000000 Penalty: 6054.519531
	Iteration 56Q: 3 clusters Score -2.462696e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50809 members 
Mstep: Class 2 contains 149315 members 
Entering Unmasked Estep 
Score: -24627040.000000 Penalty: 6054.519531
	Iteration 57Q: 3 clusters Score -2.462704e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50112 members 
Mstep: Class 2 contains 150012 members 
Entering Unmasked Estep 
Score: -24627152.000000 Penalty: 6054.519531
	Iteration 58Q: 3 clusters Score -2.462715e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49420 members 
Mstep: Class 2 contains 150704 members 
Entering Unmasked Estep 
Score: -24627268.000000 Penalty: 6054.519531
	Iteration 59Q: 3 clusters Score -2.462727e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48737 members 
Mstep: Class 2 contains 151387 members 
Entering Unmasked Estep 
Score: -24627386.000000 Penalty: 6054.519531
	Iteration 60F: 3 clusters Score -2.462739e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48018 members 
Mstep: Class 2 contains 152106 members 
Entering Unmasked Estep 
Score: -24627470.000000 Penalty: 6054.519531
	Iteration 61Q: 3 clusters Score -2.462747e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47341 members 
Mstep: Class 2 contains 152783 members 
Entering Unmasked Estep 
Score: -24627464.000000 Penalty: 6054.519531
	Iteration 62Q: 3 clusters Score -2.462746e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46680 members 
Mstep: Class 2 contains 153444 members 
Entering Unmasked Estep 
Score: -24627490.000000 Penalty: 6054.519531
	Iteration 63Q: 3 clusters Score -2.462749e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46023 members 
Mstep: Class 2 contains 154101 members 
Entering Unmasked Estep 
Score: -24627536.000000 Penalty: 6054.519531
	Iteration 64Q: 3 clusters Score -2.462754e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45369 members 
Mstep: Class 2 contains 154755 members 
Entering Unmasked Estep 
Score: -24627602.000000 Penalty: 6054.519531
	Iteration 65Q: 3 clusters Score -2.46276e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44693 members 
Mstep: Class 2 contains 155431 members 
Entering Unmasked Estep 
Score: -24627662.000000 Penalty: 6054.519531
	Iteration 66Q: 3 clusters Score -2.462766e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43933 members 
Mstep: Class 2 contains 156191 members 
Entering Unmasked Estep 
Score: -24627694.000000 Penalty: 6054.519531
	Iteration 67Q: 3 clusters Score -2.462769e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43242 members 
Mstep: Class 2 contains 156882 members 
Entering Unmasked Estep 
Score: -24627756.000000 Penalty: 6054.519531
	Iteration 68Q: 3 clusters Score -2.462776e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42524 members 
Mstep: Class 2 contains 157600 members 
Entering Unmasked Estep 
Score: -24627672.000000 Penalty: 6054.519531
	Iteration 69Q: 3 clusters Score -2.462767e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41772 members 
Mstep: Class 2 contains 158352 members 
Entering Unmasked Estep 
Score: -24627712.000000 Penalty: 6054.519531
	Iteration 70Q: 3 clusters Score -2.462771e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 159091 members 
Entering Unmasked Estep 
Score: -24627862.000000 Penalty: 6054.519531
	Iteration 71Q: 3 clusters Score -2.462786e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40307 members 
Mstep: Class 2 contains 159817 members 
Entering Unmasked Estep 
Score: -24627922.000000 Penalty: 6054.519531
	Iteration 72Q: 3 clusters Score -2.462792e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39575 members 
Mstep: Class 2 contains 160549 members 
Entering Unmasked Estep 
Score: -24628026.000000 Penalty: 6054.519531
	Iteration 73Q: 3 clusters Score -2.462803e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38810 members 
Mstep: Class 2 contains 161314 members 
Entering Unmasked Estep 
Score: -24628196.000000 Penalty: 6054.519531
	Iteration 74Q: 3 clusters Score -2.46282e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38065 members 
Mstep: Class 2 contains 162059 members 
Entering Unmasked Estep 
Score: -24628266.000000 Penalty: 6054.519531
	Iteration 75Q: 3 clusters Score -2.462827e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37338 members 
Mstep: Class 2 contains 162786 members 
Entering Unmasked Estep 
Score: -24628326.000000 Penalty: 6054.519531
	Iteration 76Q: 3 clusters Score -2.462833e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36564 members 
Mstep: Class 2 contains 163560 members 
Entering Unmasked Estep 
Score: -24628398.000000 Penalty: 6054.519531
	Iteration 77Q: 3 clusters Score -2.46284e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Mstep: Class 2 contains 164315 members 
Entering Unmasked Estep 
Score: -24628390.000000 Penalty: 6054.519531
	Iteration 78Q: 3 clusters Score -2.462839e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35058 members 
Mstep: Class 2 contains 165066 members 
Entering Unmasked Estep 
Score: -24628450.000000 Penalty: 6054.519531
	Iteration 79Q: 3 clusters Score -2.462845e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34307 members 
Mstep: Class 2 contains 165817 members 
Entering Unmasked Estep 
Score: -24628450.000000 Penalty: 6054.519531
	Iteration 80F: 3 clusters Score -2.462845e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33564 members 
Mstep: Class 2 contains 166560 members 
Entering Unmasked Estep 
Score: -24628530.000000 Penalty: 6054.519531
	Iteration 81Q: 3 clusters Score -2.462853e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 167301 members 
Entering Unmasked Estep 
Score: -24628696.000000 Penalty: 6054.519531
	Iteration 82Q: 3 clusters Score -2.46287e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 168020 members 
Entering Unmasked Estep 
Score: -24628722.000000 Penalty: 6054.519531
	Iteration 83Q: 3 clusters Score -2.462872e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 168674 members 
Entering Unmasked Estep 
Score: -24628866.000000 Penalty: 6054.519531
	Iteration 84Q: 3 clusters Score -2.462887e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30805 members 
Mstep: Class 2 contains 169319 members 
Entering Unmasked Estep 
Score: -24628846.000000 Penalty: 6054.519531
	Iteration 85Q: 3 clusters Score -2.462885e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30150 members 
Mstep: Class 2 contains 169974 members 
Entering Unmasked Estep 
Score: -24628842.000000 Penalty: 6054.519531
	Iteration 86Q: 3 clusters Score -2.462884e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29549 members 
Mstep: Class 2 contains 170575 members 
Entering Unmasked Estep 
Score: -24628908.000000 Penalty: 6054.519531
	Iteration 87Q: 3 clusters Score -2.462891e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 171169 members 
Entering Unmasked Estep 
Score: -24628900.000000 Penalty: 6054.519531
	Iteration 88Q: 3 clusters Score -2.46289e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 171812 members 
Entering Unmasked Estep 
Score: -24628896.000000 Penalty: 6054.519531
	Iteration 89Q: 3 clusters Score -2.46289e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 172490 members 
Entering Unmasked Estep 
Score: -24629026.000000 Penalty: 6054.519531
	Iteration 90Q: 3 clusters Score -2.462903e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 173182 members 
Entering Unmasked Estep 
Score: -24628986.000000 Penalty: 6054.519531
	Iteration 91Q: 3 clusters Score -2.462899e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 173870 members 
Entering Unmasked Estep 
Score: -24629006.000000 Penalty: 6054.519531
	Iteration 92Q: 3 clusters Score -2.462901e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 174575 members 
Entering Unmasked Estep 
Score: -24629050.000000 Penalty: 6054.519531
	Iteration 93Q: 3 clusters Score -2.462905e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 175291 members 
Entering Unmasked Estep 
Score: -24629114.000000 Penalty: 6054.519531
	Iteration 94Q: 3 clusters Score -2.462911e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 176057 members 
Entering Unmasked Estep 
Score: -24629164.000000 Penalty: 6054.519531
	Iteration 95Q: 3 clusters Score -2.462916e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 176797 members 
Entering Unmasked Estep 
Score: -24629220.000000 Penalty: 6054.519531
	Iteration 96Q: 3 clusters Score -2.462922e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 177483 members 
Entering Unmasked Estep 
Score: -24629200.000000 Penalty: 6054.519531
	Iteration 97Q: 3 clusters Score -2.46292e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 178192 members 
Entering Unmasked Estep 
Score: -24629202.000000 Penalty: 6054.519531
	Iteration 98Q: 3 clusters Score -2.46292e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 178888 members 
Entering Unmasked Estep 
Score: -24629240.000000 Penalty: 6054.519531
	Iteration 99Q: 3 clusters Score -2.462924e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 179599 members 
Entering Unmasked Estep 
Score: -24629350.000000 Penalty: 6054.519531
	Iteration 100F: 3 clusters Score -2.462935e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 180320 members 
Entering Unmasked Estep 
Score: -24629334.000000 Penalty: 6054.519531
	Iteration 101Q: 3 clusters Score -2.462933e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 181064 members 
Entering Unmasked Estep 
Score: -24629428.000000 Penalty: 6054.519531
	Iteration 102Q: 3 clusters Score -2.462943e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 181772 members 
Entering Unmasked Estep 
Score: -24629436.000000 Penalty: 6054.519531
	Iteration 103Q: 3 clusters Score -2.462944e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 182469 members 
Entering Unmasked Estep 
Score: -24629450.000000 Penalty: 6054.519531
	Iteration 104Q: 3 clusters Score -2.462945e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 183147 members 
Entering Unmasked Estep 
Score: -24629482.000000 Penalty: 6054.519531
	Iteration 105Q: 3 clusters Score -2.462948e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 183817 members 
Entering Unmasked Estep 
Score: -24629524.000000 Penalty: 6054.519531
	Iteration 106Q: 3 clusters Score -2.462952e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 184447 members 
Entering Unmasked Estep 
Score: -24629504.000000 Penalty: 6054.519531
	Iteration 107Q: 3 clusters Score -2.46295e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 185062 members 
Entering Unmasked Estep 
Score: -24629480.000000 Penalty: 6054.519531
	Iteration 108Q: 3 clusters Score -2.462948e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 185653 members 
Entering Unmasked Estep 
Score: -24629428.000000 Penalty: 6054.519531
	Iteration 109Q: 3 clusters Score -2.462943e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 186196 members 
Entering Unmasked Estep 
Score: -24629374.000000 Penalty: 6054.519531
	Iteration 110Q: 3 clusters Score -2.462937e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 186760 members 
Entering Unmasked Estep 
Score: -24629360.000000 Penalty: 6054.519531
	Iteration 111Q: 3 clusters Score -2.462936e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 187307 members 
Entering Unmasked Estep 
Score: -24629386.000000 Penalty: 6054.519531
	Iteration 112Q: 3 clusters Score -2.462939e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 187815 members 
Entering Unmasked Estep 
Score: -24629406.000000 Penalty: 6054.519531
	Iteration 113Q: 3 clusters Score -2.462941e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 188295 members 
Entering Unmasked Estep 
Score: -24629412.000000 Penalty: 6054.519531
	Iteration 114Q: 3 clusters Score -2.462941e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 188768 members 
Entering Unmasked Estep 
Score: -24629456.000000 Penalty: 6054.519531
	Iteration 115Q: 3 clusters Score -2.462946e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 189238 members 
Entering Unmasked Estep 
Score: -24629476.000000 Penalty: 6054.519531
	Iteration 116Q: 3 clusters Score -2.462948e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 189669 members 
Entering Unmasked Estep 
Score: -24629462.000000 Penalty: 6054.519531
	Iteration 117Q: 3 clusters Score -2.462946e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 190087 members 
Entering Unmasked Estep 
Score: -24629502.000000 Penalty: 6054.519531
	Iteration 118Q: 3 clusters Score -2.46295e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 190476 members 
Entering Unmasked Estep 
Score: -24629474.000000 Penalty: 6054.519531
	Iteration 119Q: 3 clusters Score -2.462947e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 190856 members 
Entering Unmasked Estep 
Score: -24629494.000000 Penalty: 6054.519531
	Iteration 120F: 3 clusters Score -2.462949e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 191235 members 
Entering Unmasked Estep 
Score: -24629542.000000 Penalty: 6054.519531
	Iteration 121Q: 3 clusters Score -2.462954e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 191573 members 
Entering Unmasked Estep 
Score: -24629546.000000 Penalty: 6054.519531
	Iteration 122Q: 3 clusters Score -2.462955e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 191890 members 
Entering Unmasked Estep 
Score: -24629510.000000 Penalty: 6054.519531
	Iteration 123Q: 3 clusters Score -2.462951e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 192191 members 
Entering Unmasked Estep 
Score: -24629506.000000 Penalty: 6054.519531
	Iteration 124Q: 3 clusters Score -2.462951e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 192483 members 
Entering Unmasked Estep 
Score: -24629592.000000 Penalty: 6054.519531
	Iteration 125Q: 3 clusters Score -2.462959e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 192766 members 
Entering Unmasked Estep 
Score: -24629508.000000 Penalty: 6054.519531
	Iteration 126Q: 3 clusters Score -2.462951e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 193040 members 
Entering Unmasked Estep 
Score: -24629520.000000 Penalty: 6054.519531
	Iteration 127Q: 3 clusters Score -2.462952e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 193266 members 
Entering Unmasked Estep 
Score: -24629542.000000 Penalty: 6054.519531
	Iteration 128Q: 3 clusters Score -2.462954e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 193488 members 
Entering Unmasked Estep 
Score: -24629554.000000 Penalty: 6054.519531
	Iteration 129Q: 3 clusters Score -2.462955e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 193669 members 
Entering Unmasked Estep 
Score: -24629530.000000 Penalty: 6054.519531
	Iteration 130Q: 3 clusters Score -2.462953e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 193860 members 
Entering Unmasked Estep 
Score: -24629586.000000 Penalty: 6054.519531
	Iteration 131Q: 3 clusters Score -2.462959e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 194047 members 
Entering Unmasked Estep 
Score: -24629600.000000 Penalty: 6054.519531
	Iteration 132Q: 3 clusters Score -2.46296e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 194214 members 
Entering Unmasked Estep 
Score: -24629594.000000 Penalty: 6054.519531
	Iteration 133Q: 3 clusters Score -2.462959e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 194367 members 
Entering Unmasked Estep 
Score: -24629584.000000 Penalty: 6054.519531
	Iteration 134Q: 3 clusters Score -2.462958e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 194485 members 
Entering Unmasked Estep 
Score: -24629596.000000 Penalty: 6054.519531
	Iteration 135Q: 3 clusters Score -2.46296e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 194596 members 
Entering Unmasked Estep 
Score: -24629580.000000 Penalty: 6054.519531
	Iteration 136Q: 3 clusters Score -2.462958e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 194701 members 
Entering Unmasked Estep 
Score: -24629594.000000 Penalty: 6054.519531
	Iteration 137Q: 3 clusters Score -2.462959e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 194788 members 
Entering Unmasked Estep 
Score: -24629588.000000 Penalty: 6054.519531
	Iteration 138Q: 3 clusters Score -2.462959e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 194867 members 
Entering Unmasked Estep 
Score: -24629598.000000 Penalty: 6054.519531
	Iteration 139Q: 3 clusters Score -2.46296e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 194951 members 
Entering Unmasked Estep 
Score: -24629578.000000 Penalty: 6054.519531
	Iteration 140F: 3 clusters Score -2.462958e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 195022 members 
Entering Unmasked Estep 
Score: -24629570.000000 Penalty: 6054.519531
	Iteration 141Q: 3 clusters Score -2.462957e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 195090 members 
Entering Unmasked Estep 
Score: -24629564.000000 Penalty: 6054.519531
	Iteration 142Q: 3 clusters Score -2.462956e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 195146 members 
Entering Unmasked Estep 
Score: -24629526.000000 Penalty: 6054.519531
	Iteration 143Q: 3 clusters Score -2.462953e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 195204 members 
Entering Unmasked Estep 
Score: -24629512.000000 Penalty: 6054.519531
	Iteration 144Q: 3 clusters Score -2.462951e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 195269 members 
Entering Unmasked Estep 
Score: -24629538.000000 Penalty: 6054.519531
	Iteration 145Q: 3 clusters Score -2.462954e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 195320 members 
Entering Unmasked Estep 
Score: -24629580.000000 Penalty: 6054.519531
	Iteration 146Q: 3 clusters Score -2.462958e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 195369 members 
Entering Unmasked Estep 
Score: -24629544.000000 Penalty: 6054.519531
	Iteration 147Q: 3 clusters Score -2.462954e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 195412 members 
Entering Unmasked Estep 
Score: -24629556.000000 Penalty: 6054.519531
	Iteration 148Q: 3 clusters Score -2.462956e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 195464 members 
Entering Unmasked Estep 
Score: -24629570.000000 Penalty: 6054.519531
	Iteration 149Q: 3 clusters Score -2.462957e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 195503 members 
Entering Unmasked Estep 
Score: -24629582.000000 Penalty: 6054.519531
	Iteration 150Q: 3 clusters Score -2.462958e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 195544 members 
Entering Unmasked Estep 
Score: -24629576.000000 Penalty: 6054.519531
	Iteration 151Q: 3 clusters Score -2.462958e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 195590 members 
Entering Unmasked Estep 
Score: -24629592.000000 Penalty: 6054.519531
	Iteration 152Q: 3 clusters Score -2.462959e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 195639 members 
Entering Unmasked Estep 
Score: -24629616.000000 Penalty: 6054.519531
	Iteration 153Q: 3 clusters Score -2.462962e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 195683 members 
Entering Unmasked Estep 
Score: -24629624.000000 Penalty: 6054.519531
	Iteration 154Q: 3 clusters Score -2.462962e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 195721 members 
Entering Unmasked Estep 
Score: -24629600.000000 Penalty: 6054.519531
	Iteration 155Q: 3 clusters Score -2.46296e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 195753 members 
Entering Unmasked Estep 
Score: -24629628.000000 Penalty: 6054.519531
	Iteration 156Q: 3 clusters Score -2.462963e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 195786 members 
Entering Unmasked Estep 
Score: -24629580.000000 Penalty: 6054.519531
	Iteration 157Q: 3 clusters Score -2.462958e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 195823 members 
Entering Unmasked Estep 
Score: -24629570.000000 Penalty: 6054.519531
	Iteration 158Q: 3 clusters Score -2.462957e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 195854 members 
Entering Unmasked Estep 
Score: -24629578.000000 Penalty: 6054.519531
	Iteration 159Q: 3 clusters Score -2.462958e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 195886 members 
Entering Unmasked Estep 
Score: -24629602.000000 Penalty: 6054.519531
	Iteration 160F: 3 clusters Score -2.46296e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 195916 members 
Entering Unmasked Estep 
Score: -24629624.000000 Penalty: 6054.519531
	Iteration 161Q: 3 clusters Score -2.462962e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 195944 members 
Entering Unmasked Estep 
Score: -24629592.000000 Penalty: 6054.519531
	Iteration 162Q: 3 clusters Score -2.462959e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 195963 members 
Entering Unmasked Estep 
Score: -24629588.000000 Penalty: 6054.519531
	Iteration 163Q: 3 clusters Score -2.462959e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 195978 members 
Entering Unmasked Estep 
Score: -24629570.000000 Penalty: 6054.519531
	Iteration 164Q: 3 clusters Score -2.462957e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 195991 members 
Entering Unmasked Estep 
Score: -24629572.000000 Penalty: 6054.519531
	Iteration 165Q: 3 clusters Score -2.462957e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 196002 members 
Entering Unmasked Estep 
Score: -24629566.000000 Penalty: 6054.519531
	Iteration 166Q: 3 clusters Score -2.462957e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 196011 members 
Entering Unmasked Estep 
Score: -24629562.000000 Penalty: 6054.519531
	Iteration 167Q: 3 clusters Score -2.462956e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 196023 members 
Entering Unmasked Estep 
Score: -24629548.000000 Penalty: 6054.519531
	Iteration 168Q: 3 clusters Score -2.462955e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 196035 members 
Entering Unmasked Estep 
Score: -24629556.000000 Penalty: 6054.519531
	Iteration 169Q: 3 clusters Score -2.462956e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 196046 members 
Entering Unmasked Estep 
Score: -24629568.000000 Penalty: 6054.519531
	Iteration 170Q: 3 clusters Score -2.462957e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 196058 members 
Entering Unmasked Estep 
Score: -24629538.000000 Penalty: 6054.519531
	Iteration 171Q: 3 clusters Score -2.462954e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 196069 members 
Entering Unmasked Estep 
Score: -24629550.000000 Penalty: 6054.519531
	Iteration 172Q: 3 clusters Score -2.462955e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 196083 members 
Entering Unmasked Estep 
Score: -24629568.000000 Penalty: 6054.519531
	Iteration 173Q: 3 clusters Score -2.462957e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 196093 members 
Entering Unmasked Estep 
Score: -24629580.000000 Penalty: 6054.519531
	Iteration 174Q: 3 clusters Score -2.462958e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 196098 members 
Entering Unmasked Estep 
Score: -24629562.000000 Penalty: 6054.519531
	Iteration 175Q: 3 clusters Score -2.462956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 196105 members 
Entering Unmasked Estep 
Score: -24629560.000000 Penalty: 6054.519531
	Iteration 176Q: 3 clusters Score -2.462956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 196108 members 
Entering Unmasked Estep 
Score: -24629562.000000 Penalty: 6054.519531
	Iteration 177Q: 3 clusters Score -2.462956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 196113 members 
Entering Unmasked Estep 
Score: -24629556.000000 Penalty: 6054.519531
	Iteration 178Q: 3 clusters Score -2.462956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 196120 members 
Entering Unmasked Estep 
Score: -24629568.000000 Penalty: 6054.519531
	Iteration 179Q: 3 clusters Score -2.462957e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 196131 members 
Entering Unmasked Estep 
Score: -24629566.000000 Penalty: 6054.519531
	Iteration 180F: 3 clusters Score -2.462957e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 196149 members 
Entering Unmasked Estep 
Score: -24629584.000000 Penalty: 6054.519531
	Iteration 181Q: 3 clusters Score -2.462958e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 196163 members 
Entering Unmasked Estep 
Score: -24629570.000000 Penalty: 6054.519531
	Iteration 182Q: 3 clusters Score -2.462957e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 196173 members 
Entering Unmasked Estep 
Score: -24629586.000000 Penalty: 6054.519531
	Iteration 183Q: 3 clusters Score -2.462959e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 196180 members 
Entering Unmasked Estep 
Score: -24629582.000000 Penalty: 6054.519531
	Iteration 184Q: 3 clusters Score -2.462958e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 196186 members 
Entering Unmasked Estep 
Score: -24629600.000000 Penalty: 6054.519531
	Iteration 185Q: 3 clusters Score -2.46296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 196191 members 
Entering Unmasked Estep 
Score: -24629574.000000 Penalty: 6054.519531
	Iteration 186Q: 3 clusters Score -2.462957e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 196195 members 
Entering Unmasked Estep 
Score: -24629580.000000 Penalty: 6054.519531
	Iteration 187Q: 3 clusters Score -2.462958e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 196206 members 
Entering Unmasked Estep 
Score: -24629590.000000 Penalty: 6054.519531
	Iteration 188Q: 3 clusters Score -2.462959e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 196216 members 
Entering Unmasked Estep 
Score: -24629584.000000 Penalty: 6054.519531
	Iteration 189Q: 3 clusters Score -2.462958e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 196224 members 
Entering Unmasked Estep 
Score: -24629594.000000 Penalty: 6054.519531
	Iteration 190Q: 3 clusters Score -2.462959e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 196233 members 
Entering Unmasked Estep 
Score: -24629596.000000 Penalty: 6054.519531
	Iteration 191Q: 3 clusters Score -2.46296e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 196244 members 
Entering Unmasked Estep 
Score: -24629590.000000 Penalty: 6054.519531
	Iteration 192Q: 3 clusters Score -2.462959e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 196250 members 
Entering Unmasked Estep 
Score: -24629578.000000 Penalty: 6054.519531
	Iteration 193Q: 3 clusters Score -2.462958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 196253 members 
Entering Unmasked Estep 
Score: -24629588.000000 Penalty: 6054.519531
	Iteration 194Q: 3 clusters Score -2.462959e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 196254 members 
Entering Unmasked Estep 
Score: -24629594.000000 Penalty: 6054.519531
	Iteration 195Q: 3 clusters Score -2.462959e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 196255 members 
Entering Unmasked Estep 
Score: -24629590.000000 Penalty: 6054.519531
	Iteration 196Q: 3 clusters Score -2.462959e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 196255 members 
Entering Unmasked Estep 
Score: -24629590.000000 Penalty: 6054.519531
	Iteration 197F: 3 clusters Score -2.462959e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (212385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212385 members 
Entering Unmasked Estep 
Score: -25355236.000000 Penalty: 3042.006836
	Iteration 0F: 2 clusters Score -2.535524e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106099 members 
Mstep: Class 2 contains 106286 members 
Entering Unmasked Estep 
Score: -25213532.000000 Penalty: 6084.013672
	Iteration 0F: 3 clusters Score -2.521353e+07 nChanged 102101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105146 members 
Mstep: Class 2 contains 107239 members 
Entering Unmasked Estep 
Score: -25272500.000000 Penalty: 6084.013672
	Iteration 1F: 3 clusters Score -2.52725e+07 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104337 members 
Mstep: Class 2 contains 108048 members 
Entering Unmasked Estep 
Score: -25273456.000000 Penalty: 6084.013672
	Iteration 2Q: 3 clusters Score -2.527346e+07 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103045 members 
Mstep: Class 2 contains 109340 members 
Entering Unmasked Estep 
Score: -25274486.000000 Penalty: 6084.013672
	Iteration 3Q: 3 clusters Score -2.527449e+07 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100977 members 
Mstep: Class 2 contains 111408 members 
Entering Unmasked Estep 
Score: -25275726.000000 Penalty: 6084.013672
	Iteration 4Q: 3 clusters Score -2.527573e+07 nChanged 6175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97862 members 
Mstep: Class 2 contains 114523 members 
Entering Unmasked Estep 
Score: -25277154.000000 Penalty: 6084.013672
	Iteration 5Q: 3 clusters Score -2.527715e+07 nChanged 7190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93072 members 
Mstep: Class 2 contains 119313 members 
Entering Unmasked Estep 
Score: -25279478.000000 Penalty: 6084.013672
	Iteration 6Q: 3 clusters Score -2.527948e+07 nChanged 8932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85962 members 
Mstep: Class 2 contains 126423 members 
Entering Unmasked Estep 
Score: -25283128.000000 Penalty: 6084.013672
	Iteration 7Q: 3 clusters Score -2.528313e+07 nChanged 11270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75982 members 
Mstep: Class 2 contains 136403 members 
Entering Unmasked Estep 
Score: -25289388.000000 Penalty: 6084.013672
	Iteration 8F: 3 clusters Score -2.528939e+07 nChanged 13925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62933 members 
Mstep: Class 2 contains 149452 members 
Entering Unmasked Estep 
Score: -25298898.000000 Penalty: 6084.013672
	Iteration 9F: 3 clusters Score -2.52989e+07 nChanged 15829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47574 members 
Mstep: Class 2 contains 164811 members 
Entering Unmasked Estep 
Score: -25310946.000000 Penalty: 6084.013672
	Iteration 10F: 3 clusters Score -2.531095e+07 nChanged 15482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 180135 members 
Entering Unmasked Estep 
Score: -25324150.000000 Penalty: 6084.013672
	Iteration 11F: 3 clusters Score -2.532415e+07 nChanged 13345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 193436 members 
Entering Unmasked Estep 
Score: -25336264.000000 Penalty: 6084.013672
	Iteration 12F: 3 clusters Score -2.533626e+07 nChanged 9353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 202787 members 
Entering Unmasked Estep 
Score: -25344590.000000 Penalty: 6084.013672
	Iteration 13Q: 3 clusters Score -2.534459e+07 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 208111 members 
Entering Unmasked Estep 
Score: -25349188.000000 Penalty: 6084.013672
	Iteration 14Q: 3 clusters Score -2.534919e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 210531 members 
Entering Unmasked Estep 
Score: -25351188.000000 Penalty: 6084.013672
	Iteration 15Q: 3 clusters Score -2.535119e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 211451 members 
Entering Unmasked Estep 
Score: -25351910.000000 Penalty: 6084.013672
	Iteration 16Q: 3 clusters Score -2.535191e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 211796 members 
Entering Unmasked Estep 
Score: -25352246.000000 Penalty: 6084.013672
	Iteration 17Q: 3 clusters Score -2.535225e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 211926 members 
Entering Unmasked Estep 
Score: -25352394.000000 Penalty: 6084.013672
	Iteration 18Q: 3 clusters Score -2.535239e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 211973 members 
Entering Unmasked Estep 
Score: -25352458.000000 Penalty: 6084.013672
	Iteration 19Q: 3 clusters Score -2.535246e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 212007 members 
Entering Unmasked Estep 
Score: -25352464.000000 Penalty: 6084.013672
	Iteration 20F: 3 clusters Score -2.535246e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 212025 members 
Entering Unmasked Estep 
Score: -25352504.000000 Penalty: 6084.013672
	Iteration 21Q: 3 clusters Score -2.53525e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 212042 members 
Entering Unmasked Estep 
Score: -25352508.000000 Penalty: 6084.013672
	Iteration 22Q: 3 clusters Score -2.535251e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 212047 members 
Entering Unmasked Estep 
Score: -25352548.000000 Penalty: 6084.013672
	Iteration 23Q: 3 clusters Score -2.535255e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 212056 members 
Entering Unmasked Estep 
Score: -25352538.000000 Penalty: 6084.013672
	Iteration 24Q: 3 clusters Score -2.535254e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 212061 members 
Entering Unmasked Estep 
Score: -25352560.000000 Penalty: 6084.013672
	Iteration 25Q: 3 clusters Score -2.535256e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 212067 members 
Entering Unmasked Estep 
Score: -25352564.000000 Penalty: 6084.013672
	Iteration 26Q: 3 clusters Score -2.535256e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 212074 members 
Entering Unmasked Estep 
Score: -25352594.000000 Penalty: 6084.013672
	Iteration 27Q: 3 clusters Score -2.535259e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 212079 members 
Entering Unmasked Estep 
Score: -25352594.000000 Penalty: 6084.013672
	Iteration 28Q: 3 clusters Score -2.535259e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 212081 members 
Entering Unmasked Estep 
Score: -25352588.000000 Penalty: 6084.013672
	Iteration 29Q: 3 clusters Score -2.535259e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 212081 members 
Entering Unmasked Estep 
Score: -25352594.000000 Penalty: 6084.013672
	Iteration 30Q: 3 clusters Score -2.535259e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 212082 members 
Entering Unmasked Estep 
Score: -25352588.000000 Penalty: 6084.013672
	Iteration 31Q: 3 clusters Score -2.535259e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 212082 members 
Entering Unmasked Estep 
Score: -25352588.000000 Penalty: 6084.013672
	Iteration 32F: 3 clusters Score -2.535259e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Entering Unmasked Estep 
Score: -1519312.750000 Penalty: 2342.168213
	Iteration 0F: 2 clusters Score -1519313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1510026.000000 Penalty: 4684.336426
	Iteration 0F: 3 clusters Score -1510026 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1512850.375000 Penalty: 4684.336426
	Iteration 1F: 3 clusters Score -1512850 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1513197.625000 Penalty: 4684.336426
	Iteration 2F: 3 clusters Score -1513198 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1513452.125000 Penalty: 4684.336426
	Iteration 3Q: 3 clusters Score -1513452 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1513637.125000 Penalty: 4684.336426
	Iteration 4Q: 3 clusters Score -1513637 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1513824.125000 Penalty: 4684.336426
	Iteration 5Q: 3 clusters Score -1513824 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1514017.750000 Penalty: 4684.336426
	Iteration 6Q: 3 clusters Score -1514018 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1514237.250000 Penalty: 4684.336426
	Iteration 7Q: 3 clusters Score -1514237 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1514484.750000 Penalty: 4684.336426
	Iteration 8Q: 3 clusters Score -1514485 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1514762.875000 Penalty: 4684.336426
	Iteration 9Q: 3 clusters Score -1514763 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1515025.375000 Penalty: 4684.336426
	Iteration 10Q: 3 clusters Score -1515025 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1515282.375000 Penalty: 4684.336426
	Iteration 11Q: 3 clusters Score -1515282 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1515527.375000 Penalty: 4684.336426
	Iteration 12Q: 3 clusters Score -1515527 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1515732.625000 Penalty: 4684.336426
	Iteration 13Q: 3 clusters Score -1515733 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1515917.500000 Penalty: 4684.336426
	Iteration 14Q: 3 clusters Score -1515918 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1516104.750000 Penalty: 4684.336426
	Iteration 15Q: 3 clusters Score -1516105 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1516320.375000 Penalty: 4684.336426
	Iteration 16Q: 3 clusters Score -1516320 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1516515.125000 Penalty: 4684.336426
	Iteration 17Q: 3 clusters Score -1516515 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1516652.875000 Penalty: 4684.336426
	Iteration 18Q: 3 clusters Score -1516653 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1516742.125000 Penalty: 4684.336426
	Iteration 19Q: 3 clusters Score -1516742 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1516791.750000 Penalty: 4684.336426
	Iteration 20F: 3 clusters Score -1516792 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1516837.125000 Penalty: 4684.336426
	Iteration 21Q: 3 clusters Score -1516837 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1516877.750000 Penalty: 4684.336426
	Iteration 22Q: 3 clusters Score -1516878 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1516927.875000 Penalty: 4684.336426
	Iteration 23Q: 3 clusters Score -1516928 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1516953.000000 Penalty: 4684.336426
	Iteration 24Q: 3 clusters Score -1516953 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1516980.500000 Penalty: 4684.336426
	Iteration 25Q: 3 clusters Score -1516980 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1516997.625000 Penalty: 4684.336426
	Iteration 26Q: 3 clusters Score -1516998 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1517009.500000 Penalty: 4684.336426
	Iteration 27Q: 3 clusters Score -1517010 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1517028.125000 Penalty: 4684.336426
	Iteration 28Q: 3 clusters Score -1517028 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1517035.875000 Penalty: 4684.336426
	Iteration 29Q: 3 clusters Score -1517036 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1517043.375000 Penalty: 4684.336426
	Iteration 30Q: 3 clusters Score -1517043 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1517044.250000 Penalty: 4684.336426
	Iteration 31Q: 3 clusters Score -1517044 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1517049.125000 Penalty: 4684.336426
	Iteration 32Q: 3 clusters Score -1517049 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1517050.500000 Penalty: 4684.336426
	Iteration 33Q: 3 clusters Score -1517050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1517053.875000 Penalty: 4684.336426
	Iteration 34Q: 3 clusters Score -1517054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1517055.375000 Penalty: 4684.336426
	Iteration 35Q: 3 clusters Score -1517055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1517054.500000 Penalty: 4684.336426
	Iteration 36Q: 3 clusters Score -1517054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1517055.875000 Penalty: 4684.336426
	Iteration 37Q: 3 clusters Score -1517056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1517056.500000 Penalty: 4684.336426
	Iteration 38Q: 3 clusters Score -1517056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1517058.500000 Penalty: 4684.336426
	Iteration 39Q: 3 clusters Score -1517058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1517058.625000 Penalty: 4684.336426
	Iteration 40F: 3 clusters Score -1517059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1517059.375000 Penalty: 4684.336426
	Iteration 41Q: 3 clusters Score -1517059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1517058.250000 Penalty: 4684.336426
	Iteration 42Q: 3 clusters Score -1517058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1517056.250000 Penalty: 4684.336426
	Iteration 43Q: 3 clusters Score -1517056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1517056.250000 Penalty: 4684.336426
	Iteration 44F: 3 clusters Score -1517056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (326212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326212 members 
Entering Unmasked Estep 
Score: -39668988.000000 Penalty: 3148.435059
	Iteration 0F: 2 clusters Score -3.966899e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163177 members 
Mstep: Class 2 contains 163035 members 
Entering Unmasked Estep 
Score: -39483564.000000 Penalty: 6296.870117
	Iteration 0F: 3 clusters Score -3.948356e+07 nChanged 158180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166079 members 
Mstep: Class 2 contains 160133 members 
Entering Unmasked Estep 
Score: -39578596.000000 Penalty: 6296.870117
	Iteration 1F: 3 clusters Score -3.95786e+07 nChanged 8748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167247 members 
Mstep: Class 2 contains 158965 members 
Entering Unmasked Estep 
Score: -39580932.000000 Penalty: 6296.870117
	Iteration 2Q: 3 clusters Score -3.958093e+07 nChanged 9592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168829 members 
Mstep: Class 2 contains 157383 members 
Entering Unmasked Estep 
Score: -39583868.000000 Penalty: 6296.870117
	Iteration 3Q: 3 clusters Score -3.958387e+07 nChanged 10624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170943 members 
Mstep: Class 2 contains 155269 members 
Entering Unmasked Estep 
Score: -39586856.000000 Penalty: 6296.870117
	Iteration 4Q: 3 clusters Score -3.958686e+07 nChanged 11697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173580 members 
Mstep: Class 2 contains 152632 members 
Entering Unmasked Estep 
Score: -39590268.000000 Penalty: 6296.870117
	Iteration 5Q: 3 clusters Score -3.959027e+07 nChanged 12487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176727 members 
Mstep: Class 2 contains 149485 members 
Entering Unmasked Estep 
Score: -39593660.000000 Penalty: 6296.870117
	Iteration 6Q: 3 clusters Score -3.959366e+07 nChanged 13632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180621 members 
Mstep: Class 2 contains 145591 members 
Entering Unmasked Estep 
Score: -39597852.000000 Penalty: 6296.870117
	Iteration 7Q: 3 clusters Score -3.959785e+07 nChanged 14705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185080 members 
Mstep: Class 2 contains 141132 members 
Entering Unmasked Estep 
Score: -39602532.000000 Penalty: 6296.870117
	Iteration 8Q: 3 clusters Score -3.960253e+07 nChanged 15634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189520 members 
Mstep: Class 2 contains 136692 members 
Entering Unmasked Estep 
Score: -39608052.000000 Penalty: 6296.870117
	Iteration 9Q: 3 clusters Score -3.960805e+07 nChanged 16671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193037 members 
Mstep: Class 2 contains 133175 members 
Entering Unmasked Estep 
Score: -39615668.000000 Penalty: 6296.870117
	Iteration 10F: 3 clusters Score -3.961567e+07 nChanged 17596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195075 members 
Mstep: Class 2 contains 131137 members 
Entering Unmasked Estep 
Score: -39624872.000000 Penalty: 6296.870117
	Iteration 11F: 3 clusters Score -3.962487e+07 nChanged 17361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195538 members 
Mstep: Class 2 contains 130674 members 
Entering Unmasked Estep 
Score: -39633260.000000 Penalty: 6296.870117
	Iteration 12F: 3 clusters Score -3.963326e+07 nChanged 14882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194862 members 
Mstep: Class 2 contains 131350 members 
Entering Unmasked Estep 
Score: -39638792.000000 Penalty: 6296.870117
	Iteration 13Q: 3 clusters Score -3.963879e+07 nChanged 10716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193492 members 
Mstep: Class 2 contains 132720 members 
Entering Unmasked Estep 
Score: -39641604.000000 Penalty: 6296.870117
	Iteration 14Q: 3 clusters Score -3.96416e+07 nChanged 7039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191539 members 
Mstep: Class 2 contains 134673 members 
Entering Unmasked Estep 
Score: -39642864.000000 Penalty: 6296.870117
	Iteration 15Q: 3 clusters Score -3.964286e+07 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189318 members 
Mstep: Class 2 contains 136894 members 
Entering Unmasked Estep 
Score: -39643312.000000 Penalty: 6296.870117
	Iteration 16Q: 3 clusters Score -3.964331e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186966 members 
Mstep: Class 2 contains 139246 members 
Entering Unmasked Estep 
Score: -39643764.000000 Penalty: 6296.870117
	Iteration 17Q: 3 clusters Score -3.964376e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184559 members 
Mstep: Class 2 contains 141653 members 
Entering Unmasked Estep 
Score: -39644128.000000 Penalty: 6296.870117
	Iteration 18Q: 3 clusters Score -3.964413e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182128 members 
Mstep: Class 2 contains 144084 members 
Entering Unmasked Estep 
Score: -39644604.000000 Penalty: 6296.870117
	Iteration 19Q: 3 clusters Score -3.96446e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179755 members 
Mstep: Class 2 contains 146457 members 
Entering Unmasked Estep 
Score: -39644788.000000 Penalty: 6296.870117
	Iteration 20F: 3 clusters Score -3.964479e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177421 members 
Mstep: Class 2 contains 148791 members 
Entering Unmasked Estep 
Score: -39644924.000000 Penalty: 6296.870117
	Iteration 21Q: 3 clusters Score -3.964492e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175165 members 
Mstep: Class 2 contains 151047 members 
Entering Unmasked Estep 
Score: -39645260.000000 Penalty: 6296.870117
	Iteration 22Q: 3 clusters Score -3.964526e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172963 members 
Mstep: Class 2 contains 153249 members 
Entering Unmasked Estep 
Score: -39645536.000000 Penalty: 6296.870117
	Iteration 23Q: 3 clusters Score -3.964554e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170781 members 
Mstep: Class 2 contains 155431 members 
Entering Unmasked Estep 
Score: -39645636.000000 Penalty: 6296.870117
	Iteration 24Q: 3 clusters Score -3.964564e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168699 members 
Mstep: Class 2 contains 157513 members 
Entering Unmasked Estep 
Score: -39645952.000000 Penalty: 6296.870117
	Iteration 25Q: 3 clusters Score -3.964595e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166793 members 
Mstep: Class 2 contains 159419 members 
Entering Unmasked Estep 
Score: -39646276.000000 Penalty: 6296.870117
	Iteration 26Q: 3 clusters Score -3.964628e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164645 members 
Mstep: Class 2 contains 161567 members 
Entering Unmasked Estep 
Score: -39646608.000000 Penalty: 6296.870117
	Iteration 27Q: 3 clusters Score -3.964661e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162278 members 
Mstep: Class 2 contains 163934 members 
Entering Unmasked Estep 
Score: -39647000.000000 Penalty: 6296.870117
	Iteration 28Q: 3 clusters Score -3.9647e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159697 members 
Mstep: Class 2 contains 166515 members 
Entering Unmasked Estep 
Score: -39647344.000000 Penalty: 6296.870117
	Iteration 29Q: 3 clusters Score -3.964734e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156865 members 
Mstep: Class 2 contains 169347 members 
Entering Unmasked Estep 
Score: -39647708.000000 Penalty: 6296.870117
	Iteration 30Q: 3 clusters Score -3.964771e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153558 members 
Mstep: Class 2 contains 172654 members 
Entering Unmasked Estep 
Score: -39647888.000000 Penalty: 6296.870117
	Iteration 31Q: 3 clusters Score -3.964789e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148679 members 
Mstep: Class 2 contains 177533 members 
Entering Unmasked Estep 
Score: -39648272.000000 Penalty: 6296.870117
	Iteration 32Q: 3 clusters Score -3.964827e+07 nChanged 6862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141863 members 
Mstep: Class 2 contains 184349 members 
Entering Unmasked Estep 
Score: -39648892.000000 Penalty: 6296.870117
	Iteration 33Q: 3 clusters Score -3.964889e+07 nChanged 8974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132929 members 
Mstep: Class 2 contains 193283 members 
Entering Unmasked Estep 
Score: -39650044.000000 Penalty: 6296.870117
	Iteration 34Q: 3 clusters Score -3.965004e+07 nChanged 11444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121529 members 
Mstep: Class 2 contains 204683 members 
Entering Unmasked Estep 
Score: -39650856.000000 Penalty: 6296.870117
	Iteration 35Q: 3 clusters Score -3.965086e+07 nChanged 14030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107593 members 
Mstep: Class 2 contains 218619 members 
Entering Unmasked Estep 
Score: -39652176.000000 Penalty: 6296.870117
	Iteration 36Q: 3 clusters Score -3.965218e+07 nChanged 14954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92869 members 
Mstep: Class 2 contains 233343 members 
Entering Unmasked Estep 
Score: -39652752.000000 Penalty: 6296.870117
	Iteration 37Q: 3 clusters Score -3.965275e+07 nChanged 13902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79489 members 
Mstep: Class 2 contains 246723 members 
Entering Unmasked Estep 
Score: -39653504.000000 Penalty: 6296.870117
	Iteration 38Q: 3 clusters Score -3.96535e+07 nChanged 11310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68755 members 
Mstep: Class 2 contains 257457 members 
Entering Unmasked Estep 
Score: -39653344.000000 Penalty: 6296.870117
	Iteration 39Q: 3 clusters Score -3.965334e+07 nChanged 8363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60714 members 
Mstep: Class 2 contains 265498 members 
Entering Unmasked Estep 
Score: -39657404.000000 Penalty: 6296.870117
	Iteration 40F: 3 clusters Score -3.96574e+07 nChanged 10466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50394 members 
Mstep: Class 2 contains 275818 members 
Entering Unmasked Estep 
Score: -39660764.000000 Penalty: 6296.870117
	Iteration 41Q: 3 clusters Score -3.966076e+07 nChanged 8022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42872 members 
Mstep: Class 2 contains 283340 members 
Entering Unmasked Estep 
Score: -39662676.000000 Penalty: 6296.870117
	Iteration 42Q: 3 clusters Score -3.966268e+07 nChanged 6061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37407 members 
Mstep: Class 2 contains 288805 members 
Entering Unmasked Estep 
Score: -39663648.000000 Penalty: 6296.870117
	Iteration 43Q: 3 clusters Score -3.966365e+07 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33099 members 
Mstep: Class 2 contains 293113 members 
Entering Unmasked Estep 
Score: -39664396.000000 Penalty: 6296.870117
	Iteration 44Q: 3 clusters Score -3.96644e+07 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29723 members 
Mstep: Class 2 contains 296489 members 
Entering Unmasked Estep 
Score: -39665384.000000 Penalty: 6296.870117
	Iteration 45Q: 3 clusters Score -3.966538e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 299161 members 
Entering Unmasked Estep 
Score: -39665704.000000 Penalty: 6296.870117
	Iteration 46Q: 3 clusters Score -3.96657e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 301297 members 
Entering Unmasked Estep 
Score: -39666440.000000 Penalty: 6296.870117
	Iteration 47Q: 3 clusters Score -3.966644e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 303117 members 
Entering Unmasked Estep 
Score: -39666444.000000 Penalty: 6296.870117
	Iteration 48Q: 3 clusters Score -3.966644e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 304621 members 
Entering Unmasked Estep 
Score: -39666756.000000 Penalty: 6296.870117
	Iteration 49Q: 3 clusters Score -3.966676e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 305938 members 
Entering Unmasked Estep 
Score: -39667068.000000 Penalty: 6296.870117
	Iteration 50Q: 3 clusters Score -3.966707e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 307105 members 
Entering Unmasked Estep 
Score: -39667300.000000 Penalty: 6296.870117
	Iteration 51Q: 3 clusters Score -3.96673e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 308198 members 
Entering Unmasked Estep 
Score: -39667468.000000 Penalty: 6296.870117
	Iteration 52Q: 3 clusters Score -3.966747e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 309199 members 
Entering Unmasked Estep 
Score: -39667672.000000 Penalty: 6296.870117
	Iteration 53Q: 3 clusters Score -3.966767e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 310097 members 
Entering Unmasked Estep 
Score: -39667820.000000 Penalty: 6296.870117
	Iteration 54Q: 3 clusters Score -3.966782e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 310897 members 
Entering Unmasked Estep 
Score: -39667724.000000 Penalty: 6296.870117
	Iteration 55Q: 3 clusters Score -3.966772e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 311671 members 
Entering Unmasked Estep 
Score: -39667908.000000 Penalty: 6296.870117
	Iteration 56Q: 3 clusters Score -3.966791e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 312366 members 
Entering Unmasked Estep 
Score: -39668192.000000 Penalty: 6296.870117
	Iteration 57Q: 3 clusters Score -3.966819e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 312922 members 
Entering Unmasked Estep 
Score: -39668164.000000 Penalty: 6296.870117
	Iteration 58Q: 3 clusters Score -3.966816e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 313383 members 
Entering Unmasked Estep 
Score: -39668232.000000 Penalty: 6296.870117
	Iteration 59Q: 3 clusters Score -3.966823e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 313799 members 
Entering Unmasked Estep 
Score: -39668284.000000 Penalty: 6296.870117
	Iteration 60F: 3 clusters Score -3.966828e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 314212 members 
Entering Unmasked Estep 
Score: -39668308.000000 Penalty: 6296.870117
	Iteration 61Q: 3 clusters Score -3.966831e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 314587 members 
Entering Unmasked Estep 
Score: -39668332.000000 Penalty: 6296.870117
	Iteration 62Q: 3 clusters Score -3.966833e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 314920 members 
Entering Unmasked Estep 
Score: -39668376.000000 Penalty: 6296.870117
	Iteration 63Q: 3 clusters Score -3.966838e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 315227 members 
Entering Unmasked Estep 
Score: -39668332.000000 Penalty: 6296.870117
	Iteration 64Q: 3 clusters Score -3.966833e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 315491 members 
Entering Unmasked Estep 
Score: -39668324.000000 Penalty: 6296.870117
	Iteration 65Q: 3 clusters Score -3.966832e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 315730 members 
Entering Unmasked Estep 
Score: -39668376.000000 Penalty: 6296.870117
	Iteration 66Q: 3 clusters Score -3.966838e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 315945 members 
Entering Unmasked Estep 
Score: -39668340.000000 Penalty: 6296.870117
	Iteration 67Q: 3 clusters Score -3.966834e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 316149 members 
Entering Unmasked Estep 
Score: -39668436.000000 Penalty: 6296.870117
	Iteration 68Q: 3 clusters Score -3.966844e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 316323 members 
Entering Unmasked Estep 
Score: -39668372.000000 Penalty: 6296.870117
	Iteration 69Q: 3 clusters Score -3.966837e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 316477 members 
Entering Unmasked Estep 
Score: -39668416.000000 Penalty: 6296.870117
	Iteration 70Q: 3 clusters Score -3.966842e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 316621 members 
Entering Unmasked Estep 
Score: -39668384.000000 Penalty: 6296.870117
	Iteration 71Q: 3 clusters Score -3.966838e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 316739 members 
Entering Unmasked Estep 
Score: -39668344.000000 Penalty: 6296.870117
	Iteration 72Q: 3 clusters Score -3.966834e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 316840 members 
Entering Unmasked Estep 
Score: -39668352.000000 Penalty: 6296.870117
	Iteration 73Q: 3 clusters Score -3.966835e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 316919 members 
Entering Unmasked Estep 
Score: -39668348.000000 Penalty: 6296.870117
	Iteration 74Q: 3 clusters Score -3.966835e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 316996 members 
Entering Unmasked Estep 
Score: -39668388.000000 Penalty: 6296.870117
	Iteration 75Q: 3 clusters Score -3.966839e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 317074 members 
Entering Unmasked Estep 
Score: -39668396.000000 Penalty: 6296.870117
	Iteration 76Q: 3 clusters Score -3.96684e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 317140 members 
Entering Unmasked Estep 
Score: -39668428.000000 Penalty: 6296.870117
	Iteration 77Q: 3 clusters Score -3.966843e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 317193 members 
Entering Unmasked Estep 
Score: -39668424.000000 Penalty: 6296.870117
	Iteration 78Q: 3 clusters Score -3.966842e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 317247 members 
Entering Unmasked Estep 
Score: -39668468.000000 Penalty: 6296.870117
	Iteration 79Q: 3 clusters Score -3.966847e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 317300 members 
Entering Unmasked Estep 
Score: -39668452.000000 Penalty: 6296.870117
	Iteration 80F: 3 clusters Score -3.966845e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 317350 members 
Entering Unmasked Estep 
Score: -39668464.000000 Penalty: 6296.870117
	Iteration 81Q: 3 clusters Score -3.966846e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 317394 members 
Entering Unmasked Estep 
Score: -39668480.000000 Penalty: 6296.870117
	Iteration 82Q: 3 clusters Score -3.966848e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 317433 members 
Entering Unmasked Estep 
Score: -39668456.000000 Penalty: 6296.870117
	Iteration 83Q: 3 clusters Score -3.966846e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 317463 members 
Entering Unmasked Estep 
Score: -39668464.000000 Penalty: 6296.870117
	Iteration 84Q: 3 clusters Score -3.966846e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 317497 members 
Entering Unmasked Estep 
Score: -39668428.000000 Penalty: 6296.870117
	Iteration 85Q: 3 clusters Score -3.966843e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 317523 members 
Entering Unmasked Estep 
Score: -39668416.000000 Penalty: 6296.870117
	Iteration 86Q: 3 clusters Score -3.966842e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 317545 members 
Entering Unmasked Estep 
Score: -39668400.000000 Penalty: 6296.870117
	Iteration 87Q: 3 clusters Score -3.96684e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 317573 members 
Entering Unmasked Estep 
Score: -39668456.000000 Penalty: 6296.870117
	Iteration 88Q: 3 clusters Score -3.966846e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 317602 members 
Entering Unmasked Estep 
Score: -39668464.000000 Penalty: 6296.870117
	Iteration 89Q: 3 clusters Score -3.966846e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 317628 members 
Entering Unmasked Estep 
Score: -39668460.000000 Penalty: 6296.870117
	Iteration 90Q: 3 clusters Score -3.966846e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 317658 members 
Entering Unmasked Estep 
Score: -39668464.000000 Penalty: 6296.870117
	Iteration 91Q: 3 clusters Score -3.966846e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 317691 members 
Entering Unmasked Estep 
Score: -39668476.000000 Penalty: 6296.870117
	Iteration 92Q: 3 clusters Score -3.966848e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 317724 members 
Entering Unmasked Estep 
Score: -39668444.000000 Penalty: 6296.870117
	Iteration 93Q: 3 clusters Score -3.966844e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 317752 members 
Entering Unmasked Estep 
Score: -39668436.000000 Penalty: 6296.870117
	Iteration 94Q: 3 clusters Score -3.966844e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 317782 members 
Entering Unmasked Estep 
Score: -39668440.000000 Penalty: 6296.870117
	Iteration 95Q: 3 clusters Score -3.966844e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 317806 members 
Entering Unmasked Estep 
Score: -39668416.000000 Penalty: 6296.870117
	Iteration 96Q: 3 clusters Score -3.966842e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 317831 members 
Entering Unmasked Estep 
Score: -39668424.000000 Penalty: 6296.870117
	Iteration 97Q: 3 clusters Score -3.966842e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 317854 members 
Entering Unmasked Estep 
Score: -39668408.000000 Penalty: 6296.870117
	Iteration 98Q: 3 clusters Score -3.966841e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 317877 members 
Entering Unmasked Estep 
Score: -39668396.000000 Penalty: 6296.870117
	Iteration 99Q: 3 clusters Score -3.96684e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 317904 members 
Entering Unmasked Estep 
Score: -39668400.000000 Penalty: 6296.870117
	Iteration 100F: 3 clusters Score -3.96684e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 317929 members 
Entering Unmasked Estep 
Score: -39668412.000000 Penalty: 6296.870117
	Iteration 101Q: 3 clusters Score -3.966841e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 317951 members 
Entering Unmasked Estep 
Score: -39668392.000000 Penalty: 6296.870117
	Iteration 102Q: 3 clusters Score -3.966839e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 317972 members 
Entering Unmasked Estep 
Score: -39668408.000000 Penalty: 6296.870117
	Iteration 103Q: 3 clusters Score -3.966841e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 317985 members 
Entering Unmasked Estep 
Score: -39668416.000000 Penalty: 6296.870117
	Iteration 104Q: 3 clusters Score -3.966842e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 317999 members 
Entering Unmasked Estep 
Score: -39668428.000000 Penalty: 6296.870117
	Iteration 105Q: 3 clusters Score -3.966843e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 318019 members 
Entering Unmasked Estep 
Score: -39668436.000000 Penalty: 6296.870117
	Iteration 106Q: 3 clusters Score -3.966844e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 318042 members 
Entering Unmasked Estep 
Score: -39668432.000000 Penalty: 6296.870117
	Iteration 107Q: 3 clusters Score -3.966843e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 318055 members 
Entering Unmasked Estep 
Score: -39668428.000000 Penalty: 6296.870117
	Iteration 108Q: 3 clusters Score -3.966843e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 318063 members 
Entering Unmasked Estep 
Score: -39668428.000000 Penalty: 6296.870117
	Iteration 109Q: 3 clusters Score -3.966843e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 318070 members 
Entering Unmasked Estep 
Score: -39668424.000000 Penalty: 6296.870117
	Iteration 110Q: 3 clusters Score -3.966842e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 318078 members 
Entering Unmasked Estep 
Score: -39668416.000000 Penalty: 6296.870117
	Iteration 111Q: 3 clusters Score -3.966842e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 318084 members 
Entering Unmasked Estep 
Score: -39668408.000000 Penalty: 6296.870117
	Iteration 112Q: 3 clusters Score -3.966841e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 318092 members 
Entering Unmasked Estep 
Score: -39668404.000000 Penalty: 6296.870117
	Iteration 113Q: 3 clusters Score -3.96684e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 318098 members 
Entering Unmasked Estep 
Score: -39668416.000000 Penalty: 6296.870117
	Iteration 114Q: 3 clusters Score -3.966842e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 318106 members 
Entering Unmasked Estep 
Score: -39668416.000000 Penalty: 6296.870117
	Iteration 115Q: 3 clusters Score -3.966842e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 318111 members 
Entering Unmasked Estep 
Score: -39668416.000000 Penalty: 6296.870117
	Iteration 116Q: 3 clusters Score -3.966842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 318112 members 
Entering Unmasked Estep 
Score: -39668428.000000 Penalty: 6296.870117
	Iteration 117Q: 3 clusters Score -3.966843e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 318112 members 
Entering Unmasked Estep 
Score: -39668428.000000 Penalty: 6296.870117
	Iteration 118F: 3 clusters Score -3.966843e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -27703.640625 Penalty: 1422.669922
	Iteration 0F: 2 clusters Score -27703.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -26417.369141 Penalty: 2845.339844
	Iteration 0F: 3 clusters Score -26417.37 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -26659.593750 Penalty: 2845.339844
	Iteration 1F: 3 clusters Score -26659.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -26891.804688 Penalty: 2845.339844
	Iteration 2F: 3 clusters Score -26891.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -26971.003906 Penalty: 2845.339844
	Iteration 3Q: 3 clusters Score -26971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -27009.171875 Penalty: 2845.339844
	Iteration 4Q: 3 clusters Score -27009.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -27049.898438 Penalty: 2845.339844
	Iteration 5Q: 3 clusters Score -27049.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27067.867188 Penalty: 2845.339844
	Iteration 6Q: 3 clusters Score -27067.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27092.388672 Penalty: 2845.339844
	Iteration 7Q: 3 clusters Score -27092.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27101.048828 Penalty: 2845.339844
	Iteration 8Q: 3 clusters Score -27101.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27101.048828 Penalty: 2845.339844
	Iteration 9F: 3 clusters Score -27101.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (41740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41740 members 
Entering Unmasked Estep 
Score: -5066874.500000 Penalty: 2638.525391
	Iteration 0F: 2 clusters Score -5066874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -5038721.000000 Penalty: 5277.050781
	Iteration 0F: 3 clusters Score -5038721 nChanged 19108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -5049465.000000 Penalty: 5277.050781
	Iteration 1F: 3 clusters Score -5049465 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -5050254.500000 Penalty: 5277.050781
	Iteration 2Q: 3 clusters Score -5050254 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -5050998.500000 Penalty: 5277.050781
	Iteration 3Q: 3 clusters Score -5050998 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -5051773.000000 Penalty: 5277.050781
	Iteration 4Q: 3 clusters Score -5051773 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -5052724.500000 Penalty: 5277.050781
	Iteration 5Q: 3 clusters Score -5052724 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -5053818.000000 Penalty: 5277.050781
	Iteration 6Q: 3 clusters Score -5053818 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -5055090.500000 Penalty: 5277.050781
	Iteration 7F: 3 clusters Score -5055090 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -5056408.000000 Penalty: 5277.050781
	Iteration 8F: 3 clusters Score -5056408 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -5057706.500000 Penalty: 5277.050781
	Iteration 9Q: 3 clusters Score -5057706 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -5058886.000000 Penalty: 5277.050781
	Iteration 10Q: 3 clusters Score -5058886 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30558 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -5059887.500000 Penalty: 5277.050781
	Iteration 11Q: 3 clusters Score -5059888 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31513 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -5060676.000000 Penalty: 5277.050781
	Iteration 12Q: 3 clusters Score -5060676 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32351 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -5061308.000000 Penalty: 5277.050781
	Iteration 13Q: 3 clusters Score -5061308 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33065 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -5061753.500000 Penalty: 5277.050781
	Iteration 14Q: 3 clusters Score -5061754 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33698 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -5062077.500000 Penalty: 5277.050781
	Iteration 15Q: 3 clusters Score -5062078 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34271 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -5062327.500000 Penalty: 5277.050781
	Iteration 16Q: 3 clusters Score -5062328 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34794 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -5062561.000000 Penalty: 5277.050781
	Iteration 17Q: 3 clusters Score -5062561 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35311 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -5062815.000000 Penalty: 5277.050781
	Iteration 18Q: 3 clusters Score -5062815 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35811 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -5063013.500000 Penalty: 5277.050781
	Iteration 19Q: 3 clusters Score -5063014 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36231 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -5063190.500000 Penalty: 5277.050781
	Iteration 20F: 3 clusters Score -5063190 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36623 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -5063343.000000 Penalty: 5277.050781
	Iteration 21Q: 3 clusters Score -5063343 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36961 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -5063484.000000 Penalty: 5277.050781
	Iteration 22Q: 3 clusters Score -5063484 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37221 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -5063592.500000 Penalty: 5277.050781
	Iteration 23Q: 3 clusters Score -5063592 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37473 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -5063752.500000 Penalty: 5277.050781
	Iteration 24Q: 3 clusters Score -5063752 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37702 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -5063912.000000 Penalty: 5277.050781
	Iteration 25Q: 3 clusters Score -5063912 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -5064131.500000 Penalty: 5277.050781
	Iteration 26Q: 3 clusters Score -5064132 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38129 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -5064376.000000 Penalty: 5277.050781
	Iteration 27Q: 3 clusters Score -5064376 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -5064575.500000 Penalty: 5277.050781
	Iteration 28Q: 3 clusters Score -5064576 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38406 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -5064678.500000 Penalty: 5277.050781
	Iteration 29Q: 3 clusters Score -5064678 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38505 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -5064733.000000 Penalty: 5277.050781
	Iteration 30Q: 3 clusters Score -5064733 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38574 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -5064772.000000 Penalty: 5277.050781
	Iteration 31Q: 3 clusters Score -5064772 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38641 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -5064809.000000 Penalty: 5277.050781
	Iteration 32Q: 3 clusters Score -5064809 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38694 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -5064812.500000 Penalty: 5277.050781
	Iteration 33Q: 3 clusters Score -5064812 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38732 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -5064828.500000 Penalty: 5277.050781
	Iteration 34Q: 3 clusters Score -5064828 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38772 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -5064830.000000 Penalty: 5277.050781
	Iteration 35Q: 3 clusters Score -5064830 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38800 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -5064846.500000 Penalty: 5277.050781
	Iteration 36Q: 3 clusters Score -5064846 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38821 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -5064848.500000 Penalty: 5277.050781
	Iteration 37Q: 3 clusters Score -5064848 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38847 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -5064853.000000 Penalty: 5277.050781
	Iteration 38Q: 3 clusters Score -5064853 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38860 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -5064846.500000 Penalty: 5277.050781
	Iteration 39Q: 3 clusters Score -5064846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38870 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -5064847.000000 Penalty: 5277.050781
	Iteration 40F: 3 clusters Score -5064847 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38880 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -5064852.000000 Penalty: 5277.050781
	Iteration 41Q: 3 clusters Score -5064852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -5064853.500000 Penalty: 5277.050781
	Iteration 42Q: 3 clusters Score -5064854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38900 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -5064866.000000 Penalty: 5277.050781
	Iteration 43Q: 3 clusters Score -5064866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -5064863.500000 Penalty: 5277.050781
	Iteration 44Q: 3 clusters Score -5064864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38919 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -5064858.500000 Penalty: 5277.050781
	Iteration 45Q: 3 clusters Score -5064858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -5064862.000000 Penalty: 5277.050781
	Iteration 46Q: 3 clusters Score -5064862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38936 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -5064865.000000 Penalty: 5277.050781
	Iteration 47Q: 3 clusters Score -5064865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38940 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -5064871.000000 Penalty: 5277.050781
	Iteration 48Q: 3 clusters Score -5064871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38945 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -5064866.000000 Penalty: 5277.050781
	Iteration 49Q: 3 clusters Score -5064866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38949 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -5064875.000000 Penalty: 5277.050781
	Iteration 50Q: 3 clusters Score -5064875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38955 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -5064880.000000 Penalty: 5277.050781
	Iteration 51Q: 3 clusters Score -5064880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38955 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -5064882.000000 Penalty: 5277.050781
	Iteration 52Q: 3 clusters Score -5064882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38959 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -5064880.500000 Penalty: 5277.050781
	Iteration 53Q: 3 clusters Score -5064880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38964 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -5064879.000000 Penalty: 5277.050781
	Iteration 54Q: 3 clusters Score -5064879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38966 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -5064874.000000 Penalty: 5277.050781
	Iteration 55Q: 3 clusters Score -5064874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38967 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -5064878.500000 Penalty: 5277.050781
	Iteration 56Q: 3 clusters Score -5064878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38968 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -5064876.000000 Penalty: 5277.050781
	Iteration 57Q: 3 clusters Score -5064876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38968 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -5064876.000000 Penalty: 5277.050781
	Iteration 58F: 3 clusters Score -5064876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41316 members 
Entering Unmasked Estep 
Score: -4709622.500000 Penalty: 2635.993408
	Iteration 0F: 2 clusters Score -4709622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -4681547.500000 Penalty: 5271.986816
	Iteration 0F: 3 clusters Score -4681548 nChanged 18996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -4692574.500000 Penalty: 5271.986816
	Iteration 1F: 3 clusters Score -4692574 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -4693783.500000 Penalty: 5271.986816
	Iteration 2F: 3 clusters Score -4693784 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -4695312.000000 Penalty: 5271.986816
	Iteration 3F: 3 clusters Score -4695312 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -4696997.500000 Penalty: 5271.986816
	Iteration 4F: 3 clusters Score -4696998 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -4698944.500000 Penalty: 5271.986816
	Iteration 5F: 3 clusters Score -4698944 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -4700945.500000 Penalty: 5271.986816
	Iteration 6F: 3 clusters Score -4700946 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 33076 members 
Entering Unmasked Estep 
Score: -4702775.000000 Penalty: 5271.986816
	Iteration 7F: 3 clusters Score -4702775 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 34633 members 
Entering Unmasked Estep 
Score: -4704286.000000 Penalty: 5271.986816
	Iteration 8Q: 3 clusters Score -4704286 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 35758 members 
Entering Unmasked Estep 
Score: -4705261.500000 Penalty: 5271.986816
	Iteration 9Q: 3 clusters Score -4705262 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
Score: -4705918.500000 Penalty: 5271.986816
	Iteration 10Q: 3 clusters Score -4705918 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 37177 members 
Entering Unmasked Estep 
Score: -4706409.000000 Penalty: 5271.986816
	Iteration 11Q: 3 clusters Score -4706409 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 37619 members 
Entering Unmasked Estep 
Score: -4706702.500000 Penalty: 5271.986816
	Iteration 12Q: 3 clusters Score -4706702 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 37971 members 
Entering Unmasked Estep 
Score: -4706960.500000 Penalty: 5271.986816
	Iteration 13Q: 3 clusters Score -4706960 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 38242 members 
Entering Unmasked Estep 
Score: -4707134.500000 Penalty: 5271.986816
	Iteration 14Q: 3 clusters Score -4707134 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 38490 members 
Entering Unmasked Estep 
Score: -4707298.000000 Penalty: 5271.986816
	Iteration 15Q: 3 clusters Score -4707298 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 38703 members 
Entering Unmasked Estep 
Score: -4707413.000000 Penalty: 5271.986816
	Iteration 16Q: 3 clusters Score -4707413 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 38859 members 
Entering Unmasked Estep 
Score: -4707540.500000 Penalty: 5271.986816
	Iteration 17Q: 3 clusters Score -4707540 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 38992 members 
Entering Unmasked Estep 
Score: -4707596.500000 Penalty: 5271.986816
	Iteration 18Q: 3 clusters Score -4707596 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 39090 members 
Entering Unmasked Estep 
Score: -4707635.500000 Penalty: 5271.986816
	Iteration 19Q: 3 clusters Score -4707636 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 39164 members 
Entering Unmasked Estep 
Score: -4707668.000000 Penalty: 5271.986816
	Iteration 20F: 3 clusters Score -4707668 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 39232 members 
Entering Unmasked Estep 
Score: -4707704.000000 Penalty: 5271.986816
	Iteration 21Q: 3 clusters Score -4707704 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 39283 members 
Entering Unmasked Estep 
Score: -4707714.000000 Penalty: 5271.986816
	Iteration 22Q: 3 clusters Score -4707714 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 39333 members 
Entering Unmasked Estep 
Score: -4707720.500000 Penalty: 5271.986816
	Iteration 23Q: 3 clusters Score -4707720 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 39374 members 
Entering Unmasked Estep 
Score: -4707740.000000 Penalty: 5271.986816
	Iteration 24Q: 3 clusters Score -4707740 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 39407 members 
Entering Unmasked Estep 
Score: -4707754.000000 Penalty: 5271.986816
	Iteration 25Q: 3 clusters Score -4707754 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 39434 members 
Entering Unmasked Estep 
Score: -4707763.000000 Penalty: 5271.986816
	Iteration 26Q: 3 clusters Score -4707763 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 39451 members 
Entering Unmasked Estep 
Score: -4707769.000000 Penalty: 5271.986816
	Iteration 27Q: 3 clusters Score -4707769 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 39465 members 
Entering Unmasked Estep 
Score: -4707781.500000 Penalty: 5271.986816
	Iteration 28Q: 3 clusters Score -4707782 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 39475 members 
Entering Unmasked Estep 
Score: -4707790.500000 Penalty: 5271.986816
	Iteration 29Q: 3 clusters Score -4707790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -4707794.000000 Penalty: 5271.986816
	Iteration 30Q: 3 clusters Score -4707794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 39492 members 
Entering Unmasked Estep 
Score: -4707805.500000 Penalty: 5271.986816
	Iteration 31Q: 3 clusters Score -4707806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 39498 members 
Entering Unmasked Estep 
Score: -4707799.500000 Penalty: 5271.986816
	Iteration 32Q: 3 clusters Score -4707800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 39501 members 
Entering Unmasked Estep 
Score: -4707801.000000 Penalty: 5271.986816
	Iteration 33Q: 3 clusters Score -4707801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 39504 members 
Entering Unmasked Estep 
Score: -4707801.000000 Penalty: 5271.986816
	Iteration 34Q: 3 clusters Score -4707801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 39508 members 
Entering Unmasked Estep 
Score: -4707802.500000 Penalty: 5271.986816
	Iteration 35Q: 3 clusters Score -4707802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 39511 members 
Entering Unmasked Estep 
Score: -4707801.000000 Penalty: 5271.986816
	Iteration 36Q: 3 clusters Score -4707801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 39512 members 
Entering Unmasked Estep 
Score: -4707805.000000 Penalty: 5271.986816
	Iteration 37Q: 3 clusters Score -4707805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 39514 members 
Entering Unmasked Estep 
Score: -4707804.000000 Penalty: 5271.986816
	Iteration 38Q: 3 clusters Score -4707804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 39519 members 
Entering Unmasked Estep 
Score: -4707803.000000 Penalty: 5271.986816
	Iteration 39Q: 3 clusters Score -4707803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -4707806.000000 Penalty: 5271.986816
	Iteration 40F: 3 clusters Score -4707806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 39523 members 
Entering Unmasked Estep 
Score: -4707803.000000 Penalty: 5271.986816
	Iteration 41Q: 3 clusters Score -4707803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 39529 members 
Entering Unmasked Estep 
Score: -4707807.000000 Penalty: 5271.986816
	Iteration 42Q: 3 clusters Score -4707807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 39529 members 
Entering Unmasked Estep 
Score: -4707811.500000 Penalty: 5271.986816
	Iteration 43Q: 3 clusters Score -4707812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -4707808.500000 Penalty: 5271.986816
	Iteration 44Q: 3 clusters Score -4707808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 39535 members 
Entering Unmasked Estep 
Score: -4707807.500000 Penalty: 5271.986816
	Iteration 45Q: 3 clusters Score -4707808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 39538 members 
Entering Unmasked Estep 
Score: -4707809.000000 Penalty: 5271.986816
	Iteration 46Q: 3 clusters Score -4707809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 39540 members 
Entering Unmasked Estep 
Score: -4707808.000000 Penalty: 5271.986816
	Iteration 47Q: 3 clusters Score -4707808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 39543 members 
Entering Unmasked Estep 
Score: -4707801.000000 Penalty: 5271.986816
	Iteration 48Q: 3 clusters Score -4707801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -4707805.000000 Penalty: 5271.986816
	Iteration 49Q: 3 clusters Score -4707805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -4707805.000000 Penalty: 5271.986816
	Iteration 50F: 3 clusters Score -4707805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Entering Unmasked Estep 
Score: -1332003.000000 Penalty: 2322.209473
	Iteration 0F: 2 clusters Score -1332003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1323318.500000 Penalty: 4644.418945
	Iteration 0F: 3 clusters Score -1323318 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1326016.500000 Penalty: 4644.418945
	Iteration 1F: 3 clusters Score -1326016 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1326437.500000 Penalty: 4644.418945
	Iteration 2F: 3 clusters Score -1326438 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1326823.375000 Penalty: 4644.418945
	Iteration 3F: 3 clusters Score -1326823 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1327211.250000 Penalty: 4644.418945
	Iteration 4F: 3 clusters Score -1327211 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1327546.875000 Penalty: 4644.418945
	Iteration 5F: 3 clusters Score -1327547 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1327854.250000 Penalty: 4644.418945
	Iteration 6Q: 3 clusters Score -1327854 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1328176.375000 Penalty: 4644.418945
	Iteration 7Q: 3 clusters Score -1328176 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1328499.750000 Penalty: 4644.418945
	Iteration 8Q: 3 clusters Score -1328500 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1328840.875000 Penalty: 4644.418945
	Iteration 9Q: 3 clusters Score -1328841 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1329128.000000 Penalty: 4644.418945
	Iteration 10Q: 3 clusters Score -1329128 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1329381.375000 Penalty: 4644.418945
	Iteration 11Q: 3 clusters Score -1329381 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1329589.250000 Penalty: 4644.418945
	Iteration 12Q: 3 clusters Score -1329589 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1329729.875000 Penalty: 4644.418945
	Iteration 13Q: 3 clusters Score -1329730 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1329820.000000 Penalty: 4644.418945
	Iteration 14Q: 3 clusters Score -1329820 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1329879.375000 Penalty: 4644.418945
	Iteration 15Q: 3 clusters Score -1329879 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1329920.000000 Penalty: 4644.418945
	Iteration 16Q: 3 clusters Score -1329920 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1329947.500000 Penalty: 4644.418945
	Iteration 17Q: 3 clusters Score -1329948 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1329965.875000 Penalty: 4644.418945
	Iteration 18Q: 3 clusters Score -1329966 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1329983.125000 Penalty: 4644.418945
	Iteration 19Q: 3 clusters Score -1329983 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1329990.000000 Penalty: 4644.418945
	Iteration 20F: 3 clusters Score -1329990 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1329999.375000 Penalty: 4644.418945
	Iteration 21Q: 3 clusters Score -1329999 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1330004.500000 Penalty: 4644.418945
	Iteration 22Q: 3 clusters Score -1330004 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1330016.000000 Penalty: 4644.418945
	Iteration 23Q: 3 clusters Score -1330016 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1330022.375000 Penalty: 4644.418945
	Iteration 24Q: 3 clusters Score -1330022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1330026.750000 Penalty: 4644.418945
	Iteration 25Q: 3 clusters Score -1330027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1330030.125000 Penalty: 4644.418945
	Iteration 26Q: 3 clusters Score -1330030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1330027.250000 Penalty: 4644.418945
	Iteration 27Q: 3 clusters Score -1330027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1330034.250000 Penalty: 4644.418945
	Iteration 28Q: 3 clusters Score -1330034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1330031.625000 Penalty: 4644.418945
	Iteration 29Q: 3 clusters Score -1330032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1330031.875000 Penalty: 4644.418945
	Iteration 30Q: 3 clusters Score -1330032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1330034.250000 Penalty: 4644.418945
	Iteration 31Q: 3 clusters Score -1330034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1330033.750000 Penalty: 4644.418945
	Iteration 32Q: 3 clusters Score -1330034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1330035.875000 Penalty: 4644.418945
	Iteration 33Q: 3 clusters Score -1330036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1330035.000000 Penalty: 4644.418945
	Iteration 34Q: 3 clusters Score -1330035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1330035.250000 Penalty: 4644.418945
	Iteration 35Q: 3 clusters Score -1330035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1330038.750000 Penalty: 4644.418945
	Iteration 36Q: 3 clusters Score -1330039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1330036.125000 Penalty: 4644.418945
	Iteration 37Q: 3 clusters Score -1330036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1330034.500000 Penalty: 4644.418945
	Iteration 38Q: 3 clusters Score -1330034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1330034.750000 Penalty: 4644.418945
	Iteration 39Q: 3 clusters Score -1330035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1330038.125000 Penalty: 4644.418945
	Iteration 40F: 3 clusters Score -1330038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1330040.875000 Penalty: 4644.418945
	Iteration 41Q: 3 clusters Score -1330041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1330043.125000 Penalty: 4644.418945
	Iteration 42Q: 3 clusters Score -1330043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1330042.375000 Penalty: 4644.418945
	Iteration 43Q: 3 clusters Score -1330042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1330044.750000 Penalty: 4644.418945
	Iteration 44Q: 3 clusters Score -1330045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1330042.000000 Penalty: 4644.418945
	Iteration 45Q: 3 clusters Score -1330042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1330042.000000 Penalty: 4644.418945
	Iteration 46Q: 3 clusters Score -1330042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1330044.750000 Penalty: 4644.418945
	Iteration 47Q: 3 clusters Score -1330045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1330041.250000 Penalty: 4644.418945
	Iteration 48Q: 3 clusters Score -1330041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1330042.500000 Penalty: 4644.418945
	Iteration 49Q: 3 clusters Score -1330042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1330043.500000 Penalty: 4644.418945
	Iteration 50Q: 3 clusters Score -1330044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1330043.500000 Penalty: 4644.418945
	Iteration 51F: 3 clusters Score -1330044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Entering Unmasked Estep 
Score: -2014920.375000 Penalty: 2409.301758
	Iteration 0F: 2 clusters Score -2014920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -2003059.250000 Penalty: 4818.603516
	Iteration 0F: 3 clusters Score -2003059 nChanged 7228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -2006829.375000 Penalty: 4818.603516
	Iteration 1F: 3 clusters Score -2006829 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -2007226.625000 Penalty: 4818.603516
	Iteration 2F: 3 clusters Score -2007227 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -2007558.625000 Penalty: 4818.603516
	Iteration 3Q: 3 clusters Score -2007559 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -2007861.375000 Penalty: 4818.603516
	Iteration 4Q: 3 clusters Score -2007861 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -2008200.375000 Penalty: 4818.603516
	Iteration 5Q: 3 clusters Score -2008200 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -2008620.000000 Penalty: 4818.603516
	Iteration 6Q: 3 clusters Score -2008620 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -2009115.625000 Penalty: 4818.603516
	Iteration 7F: 3 clusters Score -2009116 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -2009685.875000 Penalty: 4818.603516
	Iteration 8F: 3 clusters Score -2009686 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -2010332.500000 Penalty: 4818.603516
	Iteration 9F: 3 clusters Score -2010332 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2010962.125000 Penalty: 4818.603516
	Iteration 10F: 3 clusters Score -2010962 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2011476.500000 Penalty: 4818.603516
	Iteration 11Q: 3 clusters Score -2011476 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2011938.000000 Penalty: 4818.603516
	Iteration 12Q: 3 clusters Score -2011938 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2012276.750000 Penalty: 4818.603516
	Iteration 13Q: 3 clusters Score -2012277 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2012484.250000 Penalty: 4818.603516
	Iteration 14Q: 3 clusters Score -2012484 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2012607.625000 Penalty: 4818.603516
	Iteration 15Q: 3 clusters Score -2012608 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2012691.375000 Penalty: 4818.603516
	Iteration 16Q: 3 clusters Score -2012691 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2012741.750000 Penalty: 4818.603516
	Iteration 17Q: 3 clusters Score -2012742 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2012779.625000 Penalty: 4818.603516
	Iteration 18Q: 3 clusters Score -2012780 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2012798.500000 Penalty: 4818.603516
	Iteration 19Q: 3 clusters Score -2012798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2012812.250000 Penalty: 4818.603516
	Iteration 20F: 3 clusters Score -2012812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2012829.500000 Penalty: 4818.603516
	Iteration 21Q: 3 clusters Score -2012830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2012843.875000 Penalty: 4818.603516
	Iteration 22Q: 3 clusters Score -2012844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2012847.750000 Penalty: 4818.603516
	Iteration 23Q: 3 clusters Score -2012848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2012848.875000 Penalty: 4818.603516
	Iteration 24Q: 3 clusters Score -2012849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2012853.625000 Penalty: 4818.603516
	Iteration 25Q: 3 clusters Score -2012854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2012858.625000 Penalty: 4818.603516
	Iteration 26Q: 3 clusters Score -2012859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2012858.625000 Penalty: 4818.603516
	Iteration 27F: 3 clusters Score -2012859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Entering Unmasked Estep 
Score: -734309.375000 Penalty: 2176.642334
	Iteration 0F: 2 clusters Score -734309.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -728843.500000 Penalty: 4353.284668
	Iteration 0F: 3 clusters Score -728843.5 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -730349.562500 Penalty: 4353.284668
	Iteration 1F: 3 clusters Score -730349.6 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -730659.812500 Penalty: 4353.284668
	Iteration 2F: 3 clusters Score -730659.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -730839.500000 Penalty: 4353.284668
	Iteration 3F: 3 clusters Score -730839.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -730948.187500 Penalty: 4353.284668
	Iteration 4Q: 3 clusters Score -730948.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -731024.937500 Penalty: 4353.284668
	Iteration 5Q: 3 clusters Score -731024.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -731080.437500 Penalty: 4353.284668
	Iteration 6Q: 3 clusters Score -731080.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -731128.625000 Penalty: 4353.284668
	Iteration 7Q: 3 clusters Score -731128.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -731174.062500 Penalty: 4353.284668
	Iteration 8Q: 3 clusters Score -731174.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -731210.375000 Penalty: 4353.284668
	Iteration 9Q: 3 clusters Score -731210.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -731245.000000 Penalty: 4353.284668
	Iteration 10Q: 3 clusters Score -731245 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -731276.312500 Penalty: 4353.284668
	Iteration 11Q: 3 clusters Score -731276.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -731306.000000 Penalty: 4353.284668
	Iteration 12Q: 3 clusters Score -731306 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -731334.937500 Penalty: 4353.284668
	Iteration 13Q: 3 clusters Score -731334.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -731369.375000 Penalty: 4353.284668
	Iteration 14Q: 3 clusters Score -731369.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -731401.250000 Penalty: 4353.284668
	Iteration 15Q: 3 clusters Score -731401.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -731432.687500 Penalty: 4353.284668
	Iteration 16Q: 3 clusters Score -731432.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -731469.312500 Penalty: 4353.284668
	Iteration 17Q: 3 clusters Score -731469.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -731514.812500 Penalty: 4353.284668
	Iteration 18Q: 3 clusters Score -731514.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -731545.875000 Penalty: 4353.284668
	Iteration 19Q: 3 clusters Score -731545.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -731574.812500 Penalty: 4353.284668
	Iteration 20F: 3 clusters Score -731574.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -731597.625000 Penalty: 4353.284668
	Iteration 21Q: 3 clusters Score -731597.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -731615.500000 Penalty: 4353.284668
	Iteration 22Q: 3 clusters Score -731615.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -731638.875000 Penalty: 4353.284668
	Iteration 23Q: 3 clusters Score -731638.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -731667.625000 Penalty: 4353.284668
	Iteration 24Q: 3 clusters Score -731667.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -731699.187500 Penalty: 4353.284668
	Iteration 25Q: 3 clusters Score -731699.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -731723.062500 Penalty: 4353.284668
	Iteration 26Q: 3 clusters Score -731723.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -731736.875000 Penalty: 4353.284668
	Iteration 27Q: 3 clusters Score -731736.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -731749.312500 Penalty: 4353.284668
	Iteration 28Q: 3 clusters Score -731749.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -731765.625000 Penalty: 4353.284668
	Iteration 29Q: 3 clusters Score -731765.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -731778.687500 Penalty: 4353.284668
	Iteration 30Q: 3 clusters Score -731778.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -731799.000000 Penalty: 4353.284668
	Iteration 31Q: 3 clusters Score -731799 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -731821.937500 Penalty: 4353.284668
	Iteration 32Q: 3 clusters Score -731821.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -731842.937500 Penalty: 4353.284668
	Iteration 33Q: 3 clusters Score -731842.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -731867.125000 Penalty: 4353.284668
	Iteration 34Q: 3 clusters Score -731867.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -731884.187500 Penalty: 4353.284668
	Iteration 35Q: 3 clusters Score -731884.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -731903.125000 Penalty: 4353.284668
	Iteration 36Q: 3 clusters Score -731903.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -731923.750000 Penalty: 4353.284668
	Iteration 37Q: 3 clusters Score -731923.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -731949.500000 Penalty: 4353.284668
	Iteration 38Q: 3 clusters Score -731949.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -731971.312500 Penalty: 4353.284668
	Iteration 39Q: 3 clusters Score -731971.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -731996.625000 Penalty: 4353.284668
	Iteration 40F: 3 clusters Score -731996.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -732022.937500 Penalty: 4353.284668
	Iteration 41Q: 3 clusters Score -732022.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -732051.625000 Penalty: 4353.284668
	Iteration 42Q: 3 clusters Score -732051.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -732085.062500 Penalty: 4353.284668
	Iteration 43Q: 3 clusters Score -732085.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -732117.000000 Penalty: 4353.284668
	Iteration 44Q: 3 clusters Score -732117 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -732146.000000 Penalty: 4353.284668
	Iteration 45Q: 3 clusters Score -732146 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -732176.562500 Penalty: 4353.284668
	Iteration 46Q: 3 clusters Score -732176.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -732208.750000 Penalty: 4353.284668
	Iteration 47Q: 3 clusters Score -732208.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -732228.375000 Penalty: 4353.284668
	Iteration 48Q: 3 clusters Score -732228.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -732239.437500 Penalty: 4353.284668
	Iteration 49Q: 3 clusters Score -732239.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -732249.500000 Penalty: 4353.284668
	Iteration 50Q: 3 clusters Score -732249.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -732260.312500 Penalty: 4353.284668
	Iteration 51Q: 3 clusters Score -732260.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -732269.750000 Penalty: 4353.284668
	Iteration 52Q: 3 clusters Score -732269.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -732280.250000 Penalty: 4353.284668
	Iteration 53Q: 3 clusters Score -732280.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -732289.187500 Penalty: 4353.284668
	Iteration 54Q: 3 clusters Score -732289.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -732295.125000 Penalty: 4353.284668
	Iteration 55Q: 3 clusters Score -732295.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -732298.812500 Penalty: 4353.284668
	Iteration 56Q: 3 clusters Score -732298.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -732305.062500 Penalty: 4353.284668
	Iteration 57Q: 3 clusters Score -732305.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -732309.812500 Penalty: 4353.284668
	Iteration 58Q: 3 clusters Score -732309.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -732314.187500 Penalty: 4353.284668
	Iteration 59Q: 3 clusters Score -732314.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -732322.062500 Penalty: 4353.284668
	Iteration 60F: 3 clusters Score -732322.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -732327.437500 Penalty: 4353.284668
	Iteration 61Q: 3 clusters Score -732327.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -732333.812500 Penalty: 4353.284668
	Iteration 62Q: 3 clusters Score -732333.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -732342.062500 Penalty: 4353.284668
	Iteration 63Q: 3 clusters Score -732342.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -732351.437500 Penalty: 4353.284668
	Iteration 64Q: 3 clusters Score -732351.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -732365.125000 Penalty: 4353.284668
	Iteration 65Q: 3 clusters Score -732365.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -732384.187500 Penalty: 4353.284668
	Iteration 66Q: 3 clusters Score -732384.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -732413.937500 Penalty: 4353.284668
	Iteration 67Q: 3 clusters Score -732413.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -732443.000000 Penalty: 4353.284668
	Iteration 68Q: 3 clusters Score -732443 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -732463.437500 Penalty: 4353.284668
	Iteration 69Q: 3 clusters Score -732463.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -732477.375000 Penalty: 4353.284668
	Iteration 70Q: 3 clusters Score -732477.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -732489.125000 Penalty: 4353.284668
	Iteration 71Q: 3 clusters Score -732489.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -732501.750000 Penalty: 4353.284668
	Iteration 72Q: 3 clusters Score -732501.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -732511.000000 Penalty: 4353.284668
	Iteration 73Q: 3 clusters Score -732511 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -732524.937500 Penalty: 4353.284668
	Iteration 74Q: 3 clusters Score -732524.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -732542.625000 Penalty: 4353.284668
	Iteration 75Q: 3 clusters Score -732542.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -732556.062500 Penalty: 4353.284668
	Iteration 76Q: 3 clusters Score -732556.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -732569.750000 Penalty: 4353.284668
	Iteration 77Q: 3 clusters Score -732569.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -732580.000000 Penalty: 4353.284668
	Iteration 78Q: 3 clusters Score -732580 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -732591.687500 Penalty: 4353.284668
	Iteration 79Q: 3 clusters Score -732591.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -732598.062500 Penalty: 4353.284668
	Iteration 80F: 3 clusters Score -732598.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -732608.625000 Penalty: 4353.284668
	Iteration 81Q: 3 clusters Score -732608.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -732613.000000 Penalty: 4353.284668
	Iteration 82Q: 3 clusters Score -732613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -732617.062500 Penalty: 4353.284668
	Iteration 83Q: 3 clusters Score -732617.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -732620.437500 Penalty: 4353.284668
	Iteration 84Q: 3 clusters Score -732620.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -732622.437500 Penalty: 4353.284668
	Iteration 85Q: 3 clusters Score -732622.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -732626.687500 Penalty: 4353.284668
	Iteration 86Q: 3 clusters Score -732626.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -732626.812500 Penalty: 4353.284668
	Iteration 87Q: 3 clusters Score -732626.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -732626.312500 Penalty: 4353.284668
	Iteration 88Q: 3 clusters Score -732626.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -732626.750000 Penalty: 4353.284668
	Iteration 89Q: 3 clusters Score -732626.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -732626.937500 Penalty: 4353.284668
	Iteration 90Q: 3 clusters Score -732626.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -732627.562500 Penalty: 4353.284668
	Iteration 91Q: 3 clusters Score -732627.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -732628.625000 Penalty: 4353.284668
	Iteration 92Q: 3 clusters Score -732628.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -732630.187500 Penalty: 4353.284668
	Iteration 93Q: 3 clusters Score -732630.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -732629.500000 Penalty: 4353.284668
	Iteration 94Q: 3 clusters Score -732629.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -732629.500000 Penalty: 4353.284668
	Iteration 95F: 3 clusters Score -732629.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Entering Unmasked Estep 
Score: -684424.312500 Penalty: 2158.634277
	Iteration 0F: 2 clusters Score -684424.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -679285.687500 Penalty: 4317.268555
	Iteration 0F: 3 clusters Score -679285.7 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -680549.437500 Penalty: 4317.268555
	Iteration 1F: 3 clusters Score -680549.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -680827.812500 Penalty: 4317.268555
	Iteration 2F: 3 clusters Score -680827.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -681030.500000 Penalty: 4317.268555
	Iteration 3F: 3 clusters Score -681030.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -681174.437500 Penalty: 4317.268555
	Iteration 4Q: 3 clusters Score -681174.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -681314.062500 Penalty: 4317.268555
	Iteration 5Q: 3 clusters Score -681314.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -681439.375000 Penalty: 4317.268555
	Iteration 6Q: 3 clusters Score -681439.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -681562.187500 Penalty: 4317.268555
	Iteration 7Q: 3 clusters Score -681562.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -681675.500000 Penalty: 4317.268555
	Iteration 8Q: 3 clusters Score -681675.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -681775.250000 Penalty: 4317.268555
	Iteration 9Q: 3 clusters Score -681775.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -681871.875000 Penalty: 4317.268555
	Iteration 10Q: 3 clusters Score -681871.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -681983.812500 Penalty: 4317.268555
	Iteration 11Q: 3 clusters Score -681983.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -682104.625000 Penalty: 4317.268555
	Iteration 12Q: 3 clusters Score -682104.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -682212.312500 Penalty: 4317.268555
	Iteration 13Q: 3 clusters Score -682212.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -682298.000000 Penalty: 4317.268555
	Iteration 14Q: 3 clusters Score -682298 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -682367.250000 Penalty: 4317.268555
	Iteration 15Q: 3 clusters Score -682367.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -682422.375000 Penalty: 4317.268555
	Iteration 16Q: 3 clusters Score -682422.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -682484.250000 Penalty: 4317.268555
	Iteration 17Q: 3 clusters Score -682484.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -682546.562500 Penalty: 4317.268555
	Iteration 18Q: 3 clusters Score -682546.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -682588.250000 Penalty: 4317.268555
	Iteration 19Q: 3 clusters Score -682588.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -682621.500000 Penalty: 4317.268555
	Iteration 20F: 3 clusters Score -682621.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -682644.687500 Penalty: 4317.268555
	Iteration 21Q: 3 clusters Score -682644.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -682669.062500 Penalty: 4317.268555
	Iteration 22Q: 3 clusters Score -682669.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -682685.250000 Penalty: 4317.268555
	Iteration 23Q: 3 clusters Score -682685.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -682695.437500 Penalty: 4317.268555
	Iteration 24Q: 3 clusters Score -682695.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -682705.875000 Penalty: 4317.268555
	Iteration 25Q: 3 clusters Score -682705.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -682711.562500 Penalty: 4317.268555
	Iteration 26Q: 3 clusters Score -682711.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -682719.000000 Penalty: 4317.268555
	Iteration 27Q: 3 clusters Score -682719 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -682723.937500 Penalty: 4317.268555
	Iteration 28Q: 3 clusters Score -682723.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -682728.375000 Penalty: 4317.268555
	Iteration 29Q: 3 clusters Score -682728.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -682731.500000 Penalty: 4317.268555
	Iteration 30Q: 3 clusters Score -682731.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -682736.437500 Penalty: 4317.268555
	Iteration 31Q: 3 clusters Score -682736.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -682742.125000 Penalty: 4317.268555
	Iteration 32Q: 3 clusters Score -682742.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -682749.000000 Penalty: 4317.268555
	Iteration 33Q: 3 clusters Score -682749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -682751.687500 Penalty: 4317.268555
	Iteration 34Q: 3 clusters Score -682751.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -682756.375000 Penalty: 4317.268555
	Iteration 35Q: 3 clusters Score -682756.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -682760.562500 Penalty: 4317.268555
	Iteration 36Q: 3 clusters Score -682760.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -682771.937500 Penalty: 4317.268555
	Iteration 37Q: 3 clusters Score -682771.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -682785.812500 Penalty: 4317.268555
	Iteration 38Q: 3 clusters Score -682785.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -682802.562500 Penalty: 4317.268555
	Iteration 39Q: 3 clusters Score -682802.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -682817.062500 Penalty: 4317.268555
	Iteration 40F: 3 clusters Score -682817.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -682832.875000 Penalty: 4317.268555
	Iteration 41Q: 3 clusters Score -682832.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -682837.625000 Penalty: 4317.268555
	Iteration 42Q: 3 clusters Score -682837.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -682844.000000 Penalty: 4317.268555
	Iteration 43Q: 3 clusters Score -682844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -682847.437500 Penalty: 4317.268555
	Iteration 44Q: 3 clusters Score -682847.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -682855.812500 Penalty: 4317.268555
	Iteration 45Q: 3 clusters Score -682855.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -682864.375000 Penalty: 4317.268555
	Iteration 46Q: 3 clusters Score -682864.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -682870.250000 Penalty: 4317.268555
	Iteration 47Q: 3 clusters Score -682870.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -682876.875000 Penalty: 4317.268555
	Iteration 48Q: 3 clusters Score -682876.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -682893.312500 Penalty: 4317.268555
	Iteration 49Q: 3 clusters Score -682893.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -682906.375000 Penalty: 4317.268555
	Iteration 50Q: 3 clusters Score -682906.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -682924.312500 Penalty: 4317.268555
	Iteration 51Q: 3 clusters Score -682924.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -682942.875000 Penalty: 4317.268555
	Iteration 52Q: 3 clusters Score -682942.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -682959.250000 Penalty: 4317.268555
	Iteration 53Q: 3 clusters Score -682959.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -682977.812500 Penalty: 4317.268555
	Iteration 54Q: 3 clusters Score -682977.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -682987.000000 Penalty: 4317.268555
	Iteration 55Q: 3 clusters Score -682987 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -682998.062500 Penalty: 4317.268555
	Iteration 56Q: 3 clusters Score -682998.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -683013.062500 Penalty: 4317.268555
	Iteration 57Q: 3 clusters Score -683013.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -683023.437500 Penalty: 4317.268555
	Iteration 58Q: 3 clusters Score -683023.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -683027.750000 Penalty: 4317.268555
	Iteration 59Q: 3 clusters Score -683027.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -683034.812500 Penalty: 4317.268555
	Iteration 60F: 3 clusters Score -683034.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -683037.625000 Penalty: 4317.268555
	Iteration 61Q: 3 clusters Score -683037.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -683039.000000 Penalty: 4317.268555
	Iteration 62Q: 3 clusters Score -683039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -683040.937500 Penalty: 4317.268555
	Iteration 63Q: 3 clusters Score -683040.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -683043.000000 Penalty: 4317.268555
	Iteration 64Q: 3 clusters Score -683043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -683047.375000 Penalty: 4317.268555
	Iteration 65Q: 3 clusters Score -683047.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -683054.562500 Penalty: 4317.268555
	Iteration 66Q: 3 clusters Score -683054.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -683058.125000 Penalty: 4317.268555
	Iteration 67Q: 3 clusters Score -683058.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -683059.187500 Penalty: 4317.268555
	Iteration 68Q: 3 clusters Score -683059.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -683059.375000 Penalty: 4317.268555
	Iteration 69Q: 3 clusters Score -683059.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -683059.375000 Penalty: 4317.268555
	Iteration 70F: 3 clusters Score -683059.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (40369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40369 members 
Entering Unmasked Estep 
Score: -4712417.000000 Penalty: 2630.242920
	Iteration 0F: 2 clusters Score -4712417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -4685321.000000 Penalty: 5260.485840
	Iteration 0F: 3 clusters Score -4685321 nChanged 18339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -4695673.000000 Penalty: 5260.485840
	Iteration 1F: 3 clusters Score -4695673 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -4696835.000000 Penalty: 5260.485840
	Iteration 2F: 3 clusters Score -4696835 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -4698135.000000 Penalty: 5260.485840
	Iteration 3F: 3 clusters Score -4698135 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -4699657.000000 Penalty: 5260.485840
	Iteration 4F: 3 clusters Score -4699657 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -4701295.500000 Penalty: 5260.485840
	Iteration 5F: 3 clusters Score -4701296 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -4703034.500000 Penalty: 5260.485840
	Iteration 6F: 3 clusters Score -4703034 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -4704476.500000 Penalty: 5260.485840
	Iteration 7F: 3 clusters Score -4704476 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 28205 members 
Entering Unmasked Estep 
Score: -4705621.500000 Penalty: 5260.485840
	Iteration 8Q: 3 clusters Score -4705622 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -4706342.000000 Penalty: 5260.485840
	Iteration 9Q: 3 clusters Score -4706342 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 29667 members 
Entering Unmasked Estep 
Score: -4706860.500000 Penalty: 5260.485840
	Iteration 10Q: 3 clusters Score -4706860 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 30163 members 
Entering Unmasked Estep 
Score: -4707198.500000 Penalty: 5260.485840
	Iteration 11Q: 3 clusters Score -4707198 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 30580 members 
Entering Unmasked Estep 
Score: -4707448.000000 Penalty: 5260.485840
	Iteration 12Q: 3 clusters Score -4707448 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -4707639.000000 Penalty: 5260.485840
	Iteration 13Q: 3 clusters Score -4707639 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 31286 members 
Entering Unmasked Estep 
Score: -4707785.000000 Penalty: 5260.485840
	Iteration 14Q: 3 clusters Score -4707785 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 31629 members 
Entering Unmasked Estep 
Score: -4707942.500000 Penalty: 5260.485840
	Iteration 15Q: 3 clusters Score -4707942 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 31955 members 
Entering Unmasked Estep 
Score: -4708041.500000 Penalty: 5260.485840
	Iteration 16Q: 3 clusters Score -4708042 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 32234 members 
Entering Unmasked Estep 
Score: -4708143.500000 Penalty: 5260.485840
	Iteration 17Q: 3 clusters Score -4708144 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 32510 members 
Entering Unmasked Estep 
Score: -4708214.000000 Penalty: 5260.485840
	Iteration 18Q: 3 clusters Score -4708214 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 32776 members 
Entering Unmasked Estep 
Score: -4708269.000000 Penalty: 5260.485840
	Iteration 19Q: 3 clusters Score -4708269 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -4708356.500000 Penalty: 5260.485840
	Iteration 20F: 3 clusters Score -4708356 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
Score: -4708399.500000 Penalty: 5260.485840
	Iteration 21Q: 3 clusters Score -4708400 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -4708435.500000 Penalty: 5260.485840
	Iteration 22Q: 3 clusters Score -4708436 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 33723 members 
Entering Unmasked Estep 
Score: -4708472.500000 Penalty: 5260.485840
	Iteration 23Q: 3 clusters Score -4708472 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
Score: -4708507.000000 Penalty: 5260.485840
	Iteration 24Q: 3 clusters Score -4708507 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 34147 members 
Entering Unmasked Estep 
Score: -4708566.000000 Penalty: 5260.485840
	Iteration 25Q: 3 clusters Score -4708566 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
Score: -4708614.500000 Penalty: 5260.485840
	Iteration 26Q: 3 clusters Score -4708614 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 34534 members 
Entering Unmasked Estep 
Score: -4708656.500000 Penalty: 5260.485840
	Iteration 27Q: 3 clusters Score -4708656 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 34736 members 
Entering Unmasked Estep 
Score: -4708713.000000 Penalty: 5260.485840
	Iteration 28Q: 3 clusters Score -4708713 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 34949 members 
Entering Unmasked Estep 
Score: -4708764.500000 Penalty: 5260.485840
	Iteration 29Q: 3 clusters Score -4708764 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 35157 members 
Entering Unmasked Estep 
Score: -4708827.500000 Penalty: 5260.485840
	Iteration 30Q: 3 clusters Score -4708828 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 35373 members 
Entering Unmasked Estep 
Score: -4708873.500000 Penalty: 5260.485840
	Iteration 31Q: 3 clusters Score -4708874 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 35577 members 
Entering Unmasked Estep 
Score: -4708921.500000 Penalty: 5260.485840
	Iteration 32Q: 3 clusters Score -4708922 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -4708997.000000 Penalty: 5260.485840
	Iteration 33Q: 3 clusters Score -4708997 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 35992 members 
Entering Unmasked Estep 
Score: -4709049.500000 Penalty: 5260.485840
	Iteration 34Q: 3 clusters Score -4709050 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 36232 members 
Entering Unmasked Estep 
Score: -4709134.000000 Penalty: 5260.485840
	Iteration 35Q: 3 clusters Score -4709134 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 36461 members 
Entering Unmasked Estep 
Score: -4709229.500000 Penalty: 5260.485840
	Iteration 36Q: 3 clusters Score -4709230 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 36665 members 
Entering Unmasked Estep 
Score: -4709300.000000 Penalty: 5260.485840
	Iteration 37Q: 3 clusters Score -4709300 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 36864 members 
Entering Unmasked Estep 
Score: -4709353.000000 Penalty: 5260.485840
	Iteration 38Q: 3 clusters Score -4709353 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 37045 members 
Entering Unmasked Estep 
Score: -4709404.000000 Penalty: 5260.485840
	Iteration 39Q: 3 clusters Score -4709404 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 37220 members 
Entering Unmasked Estep 
Score: -4709474.500000 Penalty: 5260.485840
	Iteration 40F: 3 clusters Score -4709474 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 37396 members 
Entering Unmasked Estep 
Score: -4709533.000000 Penalty: 5260.485840
	Iteration 41Q: 3 clusters Score -4709533 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 37553 members 
Entering Unmasked Estep 
Score: -4709595.500000 Penalty: 5260.485840
	Iteration 42Q: 3 clusters Score -4709596 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -4709648.500000 Penalty: 5260.485840
	Iteration 43Q: 3 clusters Score -4709648 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 37817 members 
Entering Unmasked Estep 
Score: -4709716.000000 Penalty: 5260.485840
	Iteration 44Q: 3 clusters Score -4709716 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 37942 members 
Entering Unmasked Estep 
Score: -4709782.500000 Penalty: 5260.485840
	Iteration 45Q: 3 clusters Score -4709782 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 38060 members 
Entering Unmasked Estep 
Score: -4709866.500000 Penalty: 5260.485840
	Iteration 46Q: 3 clusters Score -4709866 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 38163 members 
Entering Unmasked Estep 
Score: -4709935.500000 Penalty: 5260.485840
	Iteration 47Q: 3 clusters Score -4709936 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -4709986.500000 Penalty: 5260.485840
	Iteration 48Q: 3 clusters Score -4709986 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 38354 members 
Entering Unmasked Estep 
Score: -4710032.000000 Penalty: 5260.485840
	Iteration 49Q: 3 clusters Score -4710032 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 38421 members 
Entering Unmasked Estep 
Score: -4710069.000000 Penalty: 5260.485840
	Iteration 50Q: 3 clusters Score -4710069 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 38474 members 
Entering Unmasked Estep 
Score: -4710096.000000 Penalty: 5260.485840
	Iteration 51Q: 3 clusters Score -4710096 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 38532 members 
Entering Unmasked Estep 
Score: -4710124.000000 Penalty: 5260.485840
	Iteration 52Q: 3 clusters Score -4710124 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 38577 members 
Entering Unmasked Estep 
Score: -4710153.000000 Penalty: 5260.485840
	Iteration 53Q: 3 clusters Score -4710153 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 38616 members 
Entering Unmasked Estep 
Score: -4710172.000000 Penalty: 5260.485840
	Iteration 54Q: 3 clusters Score -4710172 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 38641 members 
Entering Unmasked Estep 
Score: -4710182.500000 Penalty: 5260.485840
	Iteration 55Q: 3 clusters Score -4710182 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -4710184.000000 Penalty: 5260.485840
	Iteration 56Q: 3 clusters Score -4710184 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 38697 members 
Entering Unmasked Estep 
Score: -4710195.500000 Penalty: 5260.485840
	Iteration 57Q: 3 clusters Score -4710196 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 38724 members 
Entering Unmasked Estep 
Score: -4710209.000000 Penalty: 5260.485840
	Iteration 58Q: 3 clusters Score -4710209 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 38751 members 
Entering Unmasked Estep 
Score: -4710226.500000 Penalty: 5260.485840
	Iteration 59Q: 3 clusters Score -4710226 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 38772 members 
Entering Unmasked Estep 
Score: -4710232.000000 Penalty: 5260.485840
	Iteration 60F: 3 clusters Score -4710232 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 38796 members 
Entering Unmasked Estep 
Score: -4710234.500000 Penalty: 5260.485840
	Iteration 61Q: 3 clusters Score -4710234 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 38818 members 
Entering Unmasked Estep 
Score: -4710249.500000 Penalty: 5260.485840
	Iteration 62Q: 3 clusters Score -4710250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 38838 members 
Entering Unmasked Estep 
Score: -4710263.000000 Penalty: 5260.485840
	Iteration 63Q: 3 clusters Score -4710263 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 38849 members 
Entering Unmasked Estep 
Score: -4710269.500000 Penalty: 5260.485840
	Iteration 64Q: 3 clusters Score -4710270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
Score: -4710274.500000 Penalty: 5260.485840
	Iteration 65Q: 3 clusters Score -4710274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 38860 members 
Entering Unmasked Estep 
Score: -4710280.500000 Penalty: 5260.485840
	Iteration 66Q: 3 clusters Score -4710280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -4710284.000000 Penalty: 5260.485840
	Iteration 67Q: 3 clusters Score -4710284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 38877 members 
Entering Unmasked Estep 
Score: -4710284.000000 Penalty: 5260.485840
	Iteration 68Q: 3 clusters Score -4710284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 38884 members 
Entering Unmasked Estep 
Score: -4710284.000000 Penalty: 5260.485840
	Iteration 69Q: 3 clusters Score -4710284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 38893 members 
Entering Unmasked Estep 
Score: -4710280.500000 Penalty: 5260.485840
	Iteration 70Q: 3 clusters Score -4710280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 38903 members 
Entering Unmasked Estep 
Score: -4710295.500000 Penalty: 5260.485840
	Iteration 71Q: 3 clusters Score -4710296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 38905 members 
Entering Unmasked Estep 
Score: -4710299.000000 Penalty: 5260.485840
	Iteration 72Q: 3 clusters Score -4710299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 38908 members 
Entering Unmasked Estep 
Score: -4710297.500000 Penalty: 5260.485840
	Iteration 73Q: 3 clusters Score -4710298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 38910 members 
Entering Unmasked Estep 
Score: -4710299.500000 Penalty: 5260.485840
	Iteration 74Q: 3 clusters Score -4710300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 38912 members 
Entering Unmasked Estep 
Score: -4710314.000000 Penalty: 5260.485840
	Iteration 75Q: 3 clusters Score -4710314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 38917 members 
Entering Unmasked Estep 
Score: -4710316.000000 Penalty: 5260.485840
	Iteration 76Q: 3 clusters Score -4710316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 38920 members 
Entering Unmasked Estep 
Score: -4710324.000000 Penalty: 5260.485840
	Iteration 77Q: 3 clusters Score -4710324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 38924 members 
Entering Unmasked Estep 
Score: -4710314.000000 Penalty: 5260.485840
	Iteration 78Q: 3 clusters Score -4710314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 38926 members 
Entering Unmasked Estep 
Score: -4710322.000000 Penalty: 5260.485840
	Iteration 79Q: 3 clusters Score -4710322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 38926 members 
Entering Unmasked Estep 
Score: -4710322.000000 Penalty: 5260.485840
	Iteration 80F: 3 clusters Score -4710322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (28448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Entering Unmasked Estep 
Score: -3313840.000000 Penalty: 2543.446533
	Iteration 0F: 2 clusters Score -3313840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -3294508.500000 Penalty: 5086.893066
	Iteration 0F: 3 clusters Score -3294508 nChanged 12577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -3301510.750000 Penalty: 5086.893066
	Iteration 1F: 3 clusters Score -3301511 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -3302328.500000 Penalty: 5086.893066
	Iteration 2F: 3 clusters Score -3302328 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -3303349.000000 Penalty: 5086.893066
	Iteration 3F: 3 clusters Score -3303349 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -3304627.750000 Penalty: 5086.893066
	Iteration 4F: 3 clusters Score -3304628 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -3306315.750000 Penalty: 5086.893066
	Iteration 5F: 3 clusters Score -3306316 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -3308033.500000 Penalty: 5086.893066
	Iteration 6F: 3 clusters Score -3308034 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -3309275.750000 Penalty: 5086.893066
	Iteration 7F: 3 clusters Score -3309276 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -3309907.000000 Penalty: 5086.893066
	Iteration 8Q: 3 clusters Score -3309907 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -3310160.250000 Penalty: 5086.893066
	Iteration 9Q: 3 clusters Score -3310160 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -3310301.750000 Penalty: 5086.893066
	Iteration 10Q: 3 clusters Score -3310302 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -3310355.750000 Penalty: 5086.893066
	Iteration 11Q: 3 clusters Score -3310356 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -3310381.000000 Penalty: 5086.893066
	Iteration 12Q: 3 clusters Score -3310381 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -3310412.000000 Penalty: 5086.893066
	Iteration 13Q: 3 clusters Score -3310412 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -3310433.500000 Penalty: 5086.893066
	Iteration 14Q: 3 clusters Score -3310434 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -3310462.750000 Penalty: 5086.893066
	Iteration 15Q: 3 clusters Score -3310463 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -3310471.250000 Penalty: 5086.893066
	Iteration 16Q: 3 clusters Score -3310471 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -3310484.000000 Penalty: 5086.893066
	Iteration 17Q: 3 clusters Score -3310484 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -3310503.000000 Penalty: 5086.893066
	Iteration 18Q: 3 clusters Score -3310503 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -3310512.750000 Penalty: 5086.893066
	Iteration 19Q: 3 clusters Score -3310513 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -3310512.500000 Penalty: 5086.893066
	Iteration 20F: 3 clusters Score -3310512 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -3310531.500000 Penalty: 5086.893066
	Iteration 21Q: 3 clusters Score -3310532 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -3310540.750000 Penalty: 5086.893066
	Iteration 22Q: 3 clusters Score -3310541 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -3310558.000000 Penalty: 5086.893066
	Iteration 23Q: 3 clusters Score -3310558 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -3310572.000000 Penalty: 5086.893066
	Iteration 24Q: 3 clusters Score -3310572 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -3310582.750000 Penalty: 5086.893066
	Iteration 25Q: 3 clusters Score -3310583 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -3310582.500000 Penalty: 5086.893066
	Iteration 26Q: 3 clusters Score -3310582 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -3310597.750000 Penalty: 5086.893066
	Iteration 27Q: 3 clusters Score -3310598 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -3310605.750000 Penalty: 5086.893066
	Iteration 28Q: 3 clusters Score -3310606 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -3310636.250000 Penalty: 5086.893066
	Iteration 29Q: 3 clusters Score -3310636 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -3310639.000000 Penalty: 5086.893066
	Iteration 30Q: 3 clusters Score -3310639 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -3310665.750000 Penalty: 5086.893066
	Iteration 31Q: 3 clusters Score -3310666 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -3310674.250000 Penalty: 5086.893066
	Iteration 32Q: 3 clusters Score -3310674 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -3310696.250000 Penalty: 5086.893066
	Iteration 33Q: 3 clusters Score -3310696 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -3310721.500000 Penalty: 5086.893066
	Iteration 34Q: 3 clusters Score -3310722 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -3310740.750000 Penalty: 5086.893066
	Iteration 35Q: 3 clusters Score -3310741 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -3310753.250000 Penalty: 5086.893066
	Iteration 36Q: 3 clusters Score -3310753 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -3310796.000000 Penalty: 5086.893066
	Iteration 37Q: 3 clusters Score -3310796 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -3310810.250000 Penalty: 5086.893066
	Iteration 38Q: 3 clusters Score -3310810 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -3310849.000000 Penalty: 5086.893066
	Iteration 39Q: 3 clusters Score -3310849 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -3310884.000000 Penalty: 5086.893066
	Iteration 40F: 3 clusters Score -3310884 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -3310928.000000 Penalty: 5086.893066
	Iteration 41Q: 3 clusters Score -3310928 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -3310968.000000 Penalty: 5086.893066
	Iteration 42Q: 3 clusters Score -3310968 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -3310997.500000 Penalty: 5086.893066
	Iteration 43Q: 3 clusters Score -3310998 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -3311046.000000 Penalty: 5086.893066
	Iteration 44Q: 3 clusters Score -3311046 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -3311085.750000 Penalty: 5086.893066
	Iteration 45Q: 3 clusters Score -3311086 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -3311124.250000 Penalty: 5086.893066
	Iteration 46Q: 3 clusters Score -3311124 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -3311176.250000 Penalty: 5086.893066
	Iteration 47Q: 3 clusters Score -3311176 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -3311219.500000 Penalty: 5086.893066
	Iteration 48Q: 3 clusters Score -3311220 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -3311249.000000 Penalty: 5086.893066
	Iteration 49Q: 3 clusters Score -3311249 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -3311287.750000 Penalty: 5086.893066
	Iteration 50Q: 3 clusters Score -3311288 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -3311332.500000 Penalty: 5086.893066
	Iteration 51Q: 3 clusters Score -3311332 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -3311372.750000 Penalty: 5086.893066
	Iteration 52Q: 3 clusters Score -3311373 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -3311414.500000 Penalty: 5086.893066
	Iteration 53Q: 3 clusters Score -3311414 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -3311482.500000 Penalty: 5086.893066
	Iteration 54Q: 3 clusters Score -3311482 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -3311594.250000 Penalty: 5086.893066
	Iteration 55Q: 3 clusters Score -3311594 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -3311717.750000 Penalty: 5086.893066
	Iteration 56Q: 3 clusters Score -3311718 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -3311878.750000 Penalty: 5086.893066
	Iteration 57Q: 3 clusters Score -3311879 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -3312080.250000 Penalty: 5086.893066
	Iteration 58Q: 3 clusters Score -3312080 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -3312288.000000 Penalty: 5086.893066
	Iteration 59Q: 3 clusters Score -3312288 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -3312500.750000 Penalty: 5086.893066
	Iteration 60F: 3 clusters Score -3312501 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -3312661.750000 Penalty: 5086.893066
	Iteration 61Q: 3 clusters Score -3312662 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -3312730.500000 Penalty: 5086.893066
	Iteration 62Q: 3 clusters Score -3312730 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -3312782.500000 Penalty: 5086.893066
	Iteration 63Q: 3 clusters Score -3312782 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -3312810.000000 Penalty: 5086.893066
	Iteration 64Q: 3 clusters Score -3312810 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -3312821.500000 Penalty: 5086.893066
	Iteration 65Q: 3 clusters Score -3312822 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -3312837.250000 Penalty: 5086.893066
	Iteration 66Q: 3 clusters Score -3312837 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -3312846.250000 Penalty: 5086.893066
	Iteration 67Q: 3 clusters Score -3312846 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -3312852.250000 Penalty: 5086.893066
	Iteration 68Q: 3 clusters Score -3312852 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -3312861.750000 Penalty: 5086.893066
	Iteration 69Q: 3 clusters Score -3312862 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -3312872.250000 Penalty: 5086.893066
	Iteration 70Q: 3 clusters Score -3312872 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -3312883.500000 Penalty: 5086.893066
	Iteration 71Q: 3 clusters Score -3312884 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -3312896.500000 Penalty: 5086.893066
	Iteration 72Q: 3 clusters Score -3312896 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -3312908.000000 Penalty: 5086.893066
	Iteration 73Q: 3 clusters Score -3312908 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -3312916.000000 Penalty: 5086.893066
	Iteration 74Q: 3 clusters Score -3312916 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -3312917.000000 Penalty: 5086.893066
	Iteration 75Q: 3 clusters Score -3312917 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -3312915.000000 Penalty: 5086.893066
	Iteration 76Q: 3 clusters Score -3312915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -3312920.000000 Penalty: 5086.893066
	Iteration 77Q: 3 clusters Score -3312920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -3312917.750000 Penalty: 5086.893066
	Iteration 78Q: 3 clusters Score -3312918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -3312920.250000 Penalty: 5086.893066
	Iteration 79Q: 3 clusters Score -3312920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -3312919.750000 Penalty: 5086.893066
	Iteration 80F: 3 clusters Score -3312920 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -3312925.750000 Penalty: 5086.893066
	Iteration 81Q: 3 clusters Score -3312926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -3312928.500000 Penalty: 5086.893066
	Iteration 82Q: 3 clusters Score -3312928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -3312926.250000 Penalty: 5086.893066
	Iteration 83Q: 3 clusters Score -3312926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -3312927.750000 Penalty: 5086.893066
	Iteration 84Q: 3 clusters Score -3312928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -3312926.000000 Penalty: 5086.893066
	Iteration 85Q: 3 clusters Score -3312926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 25188 members 
Entering Unmasked Estep 
Score: -3312929.000000 Penalty: 5086.893066
	Iteration 86Q: 3 clusters Score -3312929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -3312931.750000 Penalty: 5086.893066
	Iteration 87Q: 3 clusters Score -3312932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -3312933.250000 Penalty: 5086.893066
	Iteration 88Q: 3 clusters Score -3312933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -3312935.250000 Penalty: 5086.893066
	Iteration 89Q: 3 clusters Score -3312935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -3312935.250000 Penalty: 5086.893066
	Iteration 90F: 3 clusters Score -3312935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (175821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175821 members 
Entering Unmasked Estep 
Score: -21450496.000000 Penalty: 2995.151123
	Iteration 0F: 2 clusters Score -2.14505e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87559 members 
Mstep: Class 2 contains 88262 members 
Entering Unmasked Estep 
Score: -21333450.000000 Penalty: 5990.302246
	Iteration 0F: 3 clusters Score -2.133345e+07 nChanged 84276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82173 members 
Mstep: Class 2 contains 93648 members 
Entering Unmasked Estep 
Score: -21383190.000000 Penalty: 5990.302246
	Iteration 1F: 3 clusters Score -2.138319e+07 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78618 members 
Mstep: Class 2 contains 97203 members 
Entering Unmasked Estep 
Score: -21384926.000000 Penalty: 5990.302246
	Iteration 2Q: 3 clusters Score -2.138493e+07 nChanged 7113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73219 members 
Mstep: Class 2 contains 102602 members 
Entering Unmasked Estep 
Score: -21387738.000000 Penalty: 5990.302246
	Iteration 3Q: 3 clusters Score -2.138774e+07 nChanged 9135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65250 members 
Mstep: Class 2 contains 110571 members 
Entering Unmasked Estep 
Score: -21392516.000000 Penalty: 5990.302246
	Iteration 4F: 3 clusters Score -2.139252e+07 nChanged 11756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54164 members 
Mstep: Class 2 contains 121657 members 
Entering Unmasked Estep 
Score: -21400338.000000 Penalty: 5990.302246
	Iteration 5F: 3 clusters Score -2.140034e+07 nChanged 13908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40598 members 
Mstep: Class 2 contains 135223 members 
Entering Unmasked Estep 
Score: -21411640.000000 Penalty: 5990.302246
	Iteration 6F: 3 clusters Score -2.141164e+07 nChanged 14186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 149263 members 
Entering Unmasked Estep 
Score: -21424554.000000 Penalty: 5990.302246
	Iteration 7F: 3 clusters Score -2.142455e+07 nChanged 11961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 161168 members 
Entering Unmasked Estep 
Score: -21435366.000000 Penalty: 5990.302246
	Iteration 8F: 3 clusters Score -2.143537e+07 nChanged 7785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 168935 members 
Entering Unmasked Estep 
Score: -21442636.000000 Penalty: 5990.302246
	Iteration 9Q: 3 clusters Score -2.144264e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 172840 members 
Entering Unmasked Estep 
Score: -21445678.000000 Penalty: 5990.302246
	Iteration 10Q: 3 clusters Score -2.144568e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 174435 members 
Entering Unmasked Estep 
Score: -21446986.000000 Penalty: 5990.302246
	Iteration 11Q: 3 clusters Score -2.144699e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 175029 members 
Entering Unmasked Estep 
Score: -21447480.000000 Penalty: 5990.302246
	Iteration 12Q: 3 clusters Score -2.144748e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 175235 members 
Entering Unmasked Estep 
Score: -21447634.000000 Penalty: 5990.302246
	Iteration 13Q: 3 clusters Score -2.144763e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 175335 members 
Entering Unmasked Estep 
Score: -21447742.000000 Penalty: 5990.302246
	Iteration 14Q: 3 clusters Score -2.144774e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 175367 members 
Entering Unmasked Estep 
Score: -21447788.000000 Penalty: 5990.302246
	Iteration 15Q: 3 clusters Score -2.144779e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 175382 members 
Entering Unmasked Estep 
Score: -21447808.000000 Penalty: 5990.302246
	Iteration 16Q: 3 clusters Score -2.144781e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 175387 members 
Entering Unmasked Estep 
Score: -21447840.000000 Penalty: 5990.302246
	Iteration 17Q: 3 clusters Score -2.144784e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 175397 members 
Entering Unmasked Estep 
Score: -21447846.000000 Penalty: 5990.302246
	Iteration 18Q: 3 clusters Score -2.144785e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 175409 members 
Entering Unmasked Estep 
Score: -21447856.000000 Penalty: 5990.302246
	Iteration 19Q: 3 clusters Score -2.144786e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 175409 members 
Entering Unmasked Estep 
Score: -21447860.000000 Penalty: 5990.302246
	Iteration 20F: 3 clusters Score -2.144786e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 175412 members 
Entering Unmasked Estep 
Score: -21447870.000000 Penalty: 5990.302246
	Iteration 21Q: 3 clusters Score -2.144787e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 175413 members 
Entering Unmasked Estep 
Score: -21447872.000000 Penalty: 5990.302246
	Iteration 22Q: 3 clusters Score -2.144787e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 175413 members 
Entering Unmasked Estep 
Score: -21447872.000000 Penalty: 5990.302246
	Iteration 23F: 3 clusters Score -2.144787e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (94153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94153 members 
Entering Unmasked Estep 
Score: -11495719.000000 Penalty: 2840.263916
	Iteration 0F: 2 clusters Score -1.149572e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47063 members 
Mstep: Class 2 contains 47090 members 
Entering Unmasked Estep 
Score: -11432561.000000 Penalty: 5680.527832
	Iteration 0F: 3 clusters Score -1.143256e+07 nChanged 44568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46513 members 
Mstep: Class 2 contains 47640 members 
Entering Unmasked Estep 
Score: -11458198.000000 Penalty: 5680.527832
	Iteration 1F: 3 clusters Score -1.14582e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46095 members 
Mstep: Class 2 contains 48058 members 
Entering Unmasked Estep 
Score: -11458772.000000 Penalty: 5680.527832
	Iteration 2Q: 3 clusters Score -1.145877e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45486 members 
Mstep: Class 2 contains 48667 members 
Entering Unmasked Estep 
Score: -11459381.000000 Penalty: 5680.527832
	Iteration 3Q: 3 clusters Score -1.145938e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44557 members 
Mstep: Class 2 contains 49596 members 
Entering Unmasked Estep 
Score: -11460049.000000 Penalty: 5680.527832
	Iteration 4Q: 3 clusters Score -1.146005e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43060 members 
Mstep: Class 2 contains 51093 members 
Entering Unmasked Estep 
Score: -11460862.000000 Penalty: 5680.527832
	Iteration 5Q: 3 clusters Score -1.146086e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40917 members 
Mstep: Class 2 contains 53236 members 
Entering Unmasked Estep 
Score: -11461963.000000 Penalty: 5680.527832
	Iteration 6Q: 3 clusters Score -1.146196e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37917 members 
Mstep: Class 2 contains 56236 members 
Entering Unmasked Estep 
Score: -11463590.000000 Penalty: 5680.527832
	Iteration 7Q: 3 clusters Score -1.146359e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33644 members 
Mstep: Class 2 contains 60509 members 
Entering Unmasked Estep 
Score: -11466185.000000 Penalty: 5680.527832
	Iteration 8F: 3 clusters Score -1.146618e+07 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 66002 members 
Entering Unmasked Estep 
Score: -11469994.000000 Penalty: 5680.527832
	Iteration 9F: 3 clusters Score -1.146999e+07 nChanged 6896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 72534 members 
Entering Unmasked Estep 
Score: -11475247.000000 Penalty: 5680.527832
	Iteration 10F: 3 clusters Score -1.147525e+07 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 78844 members 
Entering Unmasked Estep 
Score: -11481021.000000 Penalty: 5680.527832
	Iteration 11F: 3 clusters Score -1.148102e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 83899 members 
Entering Unmasked Estep 
Score: -11485619.000000 Penalty: 5680.527832
	Iteration 12F: 3 clusters Score -1.148562e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 87434 members 
Entering Unmasked Estep 
Score: -11488644.000000 Penalty: 5680.527832
	Iteration 13Q: 3 clusters Score -1.148864e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 89651 members 
Entering Unmasked Estep 
Score: -11490411.000000 Penalty: 5680.527832
	Iteration 14Q: 3 clusters Score -1.149041e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 90995 members 
Entering Unmasked Estep 
Score: -11491370.000000 Penalty: 5680.527832
	Iteration 15Q: 3 clusters Score -1.149137e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 91832 members 
Entering Unmasked Estep 
Score: -11491992.000000 Penalty: 5680.527832
	Iteration 16Q: 3 clusters Score -1.149199e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 92384 members 
Entering Unmasked Estep 
Score: -11492433.000000 Penalty: 5680.527832
	Iteration 17Q: 3 clusters Score -1.149243e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 92733 members 
Entering Unmasked Estep 
Score: -11492662.000000 Penalty: 5680.527832
	Iteration 18Q: 3 clusters Score -1.149266e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 92988 members 
Entering Unmasked Estep 
Score: -11492852.000000 Penalty: 5680.527832
	Iteration 19Q: 3 clusters Score -1.149285e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 93153 members 
Entering Unmasked Estep 
Score: -11492943.000000 Penalty: 5680.527832
	Iteration 20F: 3 clusters Score -1.149294e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 93262 members 
Entering Unmasked Estep 
Score: -11493000.000000 Penalty: 5680.527832
	Iteration 21Q: 3 clusters Score -1.1493e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 93333 members 
Entering Unmasked Estep 
Score: -11493077.000000 Penalty: 5680.527832
	Iteration 22Q: 3 clusters Score -1.149308e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 93401 members 
Entering Unmasked Estep 
Score: -11493125.000000 Penalty: 5680.527832
	Iteration 23Q: 3 clusters Score -1.149312e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 93450 members 
Entering Unmasked Estep 
Score: -11493151.000000 Penalty: 5680.527832
	Iteration 24Q: 3 clusters Score -1.149315e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 93487 members 
Entering Unmasked Estep 
Score: -11493187.000000 Penalty: 5680.527832
	Iteration 25Q: 3 clusters Score -1.149319e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 93514 members 
Entering Unmasked Estep 
Score: -11493213.000000 Penalty: 5680.527832
	Iteration 26Q: 3 clusters Score -1.149321e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 93541 members 
Entering Unmasked Estep 
Score: -11493228.000000 Penalty: 5680.527832
	Iteration 27Q: 3 clusters Score -1.149323e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 93558 members 
Entering Unmasked Estep 
Score: -11493259.000000 Penalty: 5680.527832
	Iteration 28Q: 3 clusters Score -1.149326e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 93568 members 
Entering Unmasked Estep 
Score: -11493278.000000 Penalty: 5680.527832
	Iteration 29Q: 3 clusters Score -1.149328e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 93579 members 
Entering Unmasked Estep 
Score: -11493276.000000 Penalty: 5680.527832
	Iteration 30Q: 3 clusters Score -1.149328e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 93586 members 
Entering Unmasked Estep 
Score: -11493280.000000 Penalty: 5680.527832
	Iteration 31Q: 3 clusters Score -1.149328e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 93589 members 
Entering Unmasked Estep 
Score: -11493288.000000 Penalty: 5680.527832
	Iteration 32Q: 3 clusters Score -1.149329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 93592 members 
Entering Unmasked Estep 
Score: -11493293.000000 Penalty: 5680.527832
	Iteration 33Q: 3 clusters Score -1.149329e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 93592 members 
Entering Unmasked Estep 
Score: -11493293.000000 Penalty: 5680.527832
	Iteration 34F: 3 clusters Score -1.149329e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Entering Unmasked Estep 
Score: -998921.187500 Penalty: 2252.799805
	Iteration 0F: 2 clusters Score -998921.2 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 4445 members 
Entering Unmasked Estep 
Score: -992022.062500 Penalty: 4505.599609
	Iteration 0F: 3 clusters Score -992022.1 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -994063.125000 Penalty: 4505.599609
	Iteration 1F: 3 clusters Score -994063.1 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -994528.562500 Penalty: 4505.599609
	Iteration 2F: 3 clusters Score -994528.6 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -995023.187500 Penalty: 4505.599609
	Iteration 3F: 3 clusters Score -995023.2 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -995571.312500 Penalty: 4505.599609
	Iteration 4F: 3 clusters Score -995571.3 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -996145.812500 Penalty: 4505.599609
	Iteration 5F: 3 clusters Score -996145.8 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -996764.625000 Penalty: 4505.599609
	Iteration 6F: 3 clusters Score -996764.6 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -997327.250000 Penalty: 4505.599609
	Iteration 7F: 3 clusters Score -997327.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -997725.312500 Penalty: 4505.599609
	Iteration 8F: 3 clusters Score -997725.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -997956.750000 Penalty: 4505.599609
	Iteration 9Q: 3 clusters Score -997956.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -998102.250000 Penalty: 4505.599609
	Iteration 10Q: 3 clusters Score -998102.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -998208.875000 Penalty: 4505.599609
	Iteration 11Q: 3 clusters Score -998208.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -998276.000000 Penalty: 4505.599609
	Iteration 12Q: 3 clusters Score -998276 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -998314.250000 Penalty: 4505.599609
	Iteration 13Q: 3 clusters Score -998314.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -998350.750000 Penalty: 4505.599609
	Iteration 14Q: 3 clusters Score -998350.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -998377.375000 Penalty: 4505.599609
	Iteration 15Q: 3 clusters Score -998377.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -998402.375000 Penalty: 4505.599609
	Iteration 16Q: 3 clusters Score -998402.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -998413.937500 Penalty: 4505.599609
	Iteration 17Q: 3 clusters Score -998413.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -998426.375000 Penalty: 4505.599609
	Iteration 18Q: 3 clusters Score -998426.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -998433.875000 Penalty: 4505.599609
	Iteration 19Q: 3 clusters Score -998433.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -998438.500000 Penalty: 4505.599609
	Iteration 20F: 3 clusters Score -998438.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -998441.750000 Penalty: 4505.599609
	Iteration 21Q: 3 clusters Score -998441.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -998442.687500 Penalty: 4505.599609
	Iteration 22Q: 3 clusters Score -998442.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -998446.437500 Penalty: 4505.599609
	Iteration 23Q: 3 clusters Score -998446.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -998451.312500 Penalty: 4505.599609
	Iteration 24Q: 3 clusters Score -998451.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -998450.937500 Penalty: 4505.599609
	Iteration 25Q: 3 clusters Score -998450.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -998452.625000 Penalty: 4505.599609
	Iteration 26Q: 3 clusters Score -998452.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -998450.812500 Penalty: 4505.599609
	Iteration 27Q: 3 clusters Score -998450.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -998452.312500 Penalty: 4505.599609
	Iteration 28Q: 3 clusters Score -998452.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -998453.750000 Penalty: 4505.599609
	Iteration 29Q: 3 clusters Score -998453.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -998454.187500 Penalty: 4505.599609
	Iteration 30Q: 3 clusters Score -998454.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -998455.500000 Penalty: 4505.599609
	Iteration 31Q: 3 clusters Score -998455.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -998457.000000 Penalty: 4505.599609
	Iteration 32Q: 3 clusters Score -998457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -998455.812500 Penalty: 4505.599609
	Iteration 33Q: 3 clusters Score -998455.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -998454.750000 Penalty: 4505.599609
	Iteration 34Q: 3 clusters Score -998454.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -998454.750000 Penalty: 4505.599609
	Iteration 35F: 3 clusters Score -998454.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (228231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228231 members 
Entering Unmasked Estep 
Score: -28183750.000000 Penalty: 3059.852295
	Iteration 0F: 2 clusters Score -2.818375e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114117 members 
Mstep: Class 2 contains 114114 members 
Entering Unmasked Estep 
Score: -28037938.000000 Penalty: 6119.704590
	Iteration 0F: 3 clusters Score -2.803794e+07 nChanged 110074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116169 members 
Mstep: Class 2 contains 112062 members 
Entering Unmasked Estep 
Score: -28103184.000000 Penalty: 6119.704590
	Iteration 1F: 3 clusters Score -2.810318e+07 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117602 members 
Mstep: Class 2 contains 110629 members 
Entering Unmasked Estep 
Score: -28104586.000000 Penalty: 6119.704590
	Iteration 2Q: 3 clusters Score -2.810459e+07 nChanged 6939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119857 members 
Mstep: Class 2 contains 108374 members 
Entering Unmasked Estep 
Score: -28106298.000000 Penalty: 6119.704590
	Iteration 3Q: 3 clusters Score -2.81063e+07 nChanged 8158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123399 members 
Mstep: Class 2 contains 104832 members 
Entering Unmasked Estep 
Score: -28108814.000000 Penalty: 6119.704590
	Iteration 4Q: 3 clusters Score -2.810881e+07 nChanged 9627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128606 members 
Mstep: Class 2 contains 99625 members 
Entering Unmasked Estep 
Score: -28112538.000000 Penalty: 6119.704590
	Iteration 5Q: 3 clusters Score -2.811254e+07 nChanged 11279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135775 members 
Mstep: Class 2 contains 92456 members 
Entering Unmasked Estep 
Score: -28117688.000000 Penalty: 6119.704590
	Iteration 6Q: 3 clusters Score -2.811769e+07 nChanged 12877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145234 members 
Mstep: Class 2 contains 82997 members 
Entering Unmasked Estep 
Score: -28124502.000000 Penalty: 6119.704590
	Iteration 7F: 3 clusters Score -2.81245e+07 nChanged 14022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156752 members 
Mstep: Class 2 contains 71479 members 
Entering Unmasked Estep 
Score: -28132882.000000 Penalty: 6119.704590
	Iteration 8F: 3 clusters Score -2.813288e+07 nChanged 14652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169874 members 
Mstep: Class 2 contains 58357 members 
Entering Unmasked Estep 
Score: -28142828.000000 Penalty: 6119.704590
	Iteration 9F: 3 clusters Score -2.814283e+07 nChanged 14263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183539 members 
Mstep: Class 2 contains 44692 members 
Entering Unmasked Estep 
Score: -28152344.000000 Penalty: 6119.704590
	Iteration 10F: 3 clusters Score -2.815234e+07 nChanged 13188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196613 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
Score: -28160884.000000 Penalty: 6119.704590
	Iteration 11F: 3 clusters Score -2.816088e+07 nChanged 11244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207845 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -28168174.000000 Penalty: 6119.704590
	Iteration 12Q: 3 clusters Score -2.816817e+07 nChanged 8662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216505 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -28173902.000000 Penalty: 6119.704590
	Iteration 13Q: 3 clusters Score -2.81739e+07 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222177 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -28177404.000000 Penalty: 6119.704590
	Iteration 14Q: 3 clusters Score -2.81774e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225343 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -28179452.000000 Penalty: 6119.704590
	Iteration 15Q: 3 clusters Score -2.817945e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226793 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -28180334.000000 Penalty: 6119.704590
	Iteration 16Q: 3 clusters Score -2.818033e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227400 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -28180732.000000 Penalty: 6119.704590
	Iteration 17Q: 3 clusters Score -2.818073e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227626 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -28180860.000000 Penalty: 6119.704590
	Iteration 18Q: 3 clusters Score -2.818086e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227742 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -28180966.000000 Penalty: 6119.704590
	Iteration 19Q: 3 clusters Score -2.818097e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227798 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -28181036.000000 Penalty: 6119.704590
	Iteration 20F: 3 clusters Score -2.818104e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227827 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -28181070.000000 Penalty: 6119.704590
	Iteration 21Q: 3 clusters Score -2.818107e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227843 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -28181086.000000 Penalty: 6119.704590
	Iteration 22Q: 3 clusters Score -2.818109e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227855 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -28181102.000000 Penalty: 6119.704590
	Iteration 23Q: 3 clusters Score -2.81811e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227860 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -28181104.000000 Penalty: 6119.704590
	Iteration 24Q: 3 clusters Score -2.81811e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227868 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -28181134.000000 Penalty: 6119.704590
	Iteration 25Q: 3 clusters Score -2.818113e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227872 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -28181132.000000 Penalty: 6119.704590
	Iteration 26Q: 3 clusters Score -2.818113e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227875 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -28181120.000000 Penalty: 6119.704590
	Iteration 27Q: 3 clusters Score -2.818112e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227874 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -28181132.000000 Penalty: 6119.704590
	Iteration 28Q: 3 clusters Score -2.818113e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227874 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -28181140.000000 Penalty: 6119.704590
	Iteration 29Q: 3 clusters Score -2.818114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227872 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -28181124.000000 Penalty: 6119.704590
	Iteration 30Q: 3 clusters Score -2.818112e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227872 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -28181124.000000 Penalty: 6119.704590
	Iteration 31F: 3 clusters Score -2.818112e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (29882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29882 members 
Entering Unmasked Estep 
Score: -3660120.000000 Penalty: 2555.642822
	Iteration 0F: 2 clusters Score -3660120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -3639626.000000 Penalty: 5111.285645
	Iteration 0F: 3 clusters Score -3639626 nChanged 13397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -3646983.750000 Penalty: 5111.285645
	Iteration 1F: 3 clusters Score -3646984 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -3647402.500000 Penalty: 5111.285645
	Iteration 2Q: 3 clusters Score -3647402 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -3647825.750000 Penalty: 5111.285645
	Iteration 3Q: 3 clusters Score -3647826 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -3648278.750000 Penalty: 5111.285645
	Iteration 4Q: 3 clusters Score -3648279 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -3648760.250000 Penalty: 5111.285645
	Iteration 5Q: 3 clusters Score -3648760 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -3649388.250000 Penalty: 5111.285645
	Iteration 6Q: 3 clusters Score -3649388 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -3650134.750000 Penalty: 5111.285645
	Iteration 7Q: 3 clusters Score -3650135 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -3650917.750000 Penalty: 5111.285645
	Iteration 8Q: 3 clusters Score -3650918 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -3651846.500000 Penalty: 5111.285645
	Iteration 9F: 3 clusters Score -3651846 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -3652817.000000 Penalty: 5111.285645
	Iteration 10F: 3 clusters Score -3652817 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -3653724.500000 Penalty: 5111.285645
	Iteration 11Q: 3 clusters Score -3653724 nChanged 1305
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -3654463 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -3654980 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -3655272 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -3655385 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -3655498 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -3655570 nChanged 267
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -3655610 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -3655670 nChanged 216
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -3655711 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -3655742 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -3655781 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3655812 nChanged 207
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -3655855 nChanged 208
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Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -3655897 nChanged 221
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3655932 nChanged 213
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Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3655976 nChanged 205
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3656022 nChanged 221
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Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3656070 nChanged 209
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Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3656100 nChanged 193
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Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3656136 nChanged 182
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -3656171 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3656204 nChanged 177
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Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3656234 nChanged 175
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Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3656251 nChanged 176
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Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 20939 members 
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	Iteration 36Q: 3 clusters Score -3656288 nChanged 171
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Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3656324 nChanged 160
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Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 21268 members 
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	Iteration 38Q: 3 clusters Score -3656332 nChanged 153
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Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 21421 members 
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	Iteration 39Q: 3 clusters Score -3656373 nChanged 161
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Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3656402 nChanged 170
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Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 21750 members 
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	Iteration 41Q: 3 clusters Score -3656442 nChanged 192
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Mstep: Class 1 contains 7940 members 
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	Iteration 42Q: 3 clusters Score -3656472 nChanged 192
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Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3656518 nChanged 203
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Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 22337 members 
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	Iteration 44Q: 3 clusters Score -3656565 nChanged 211
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Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 22548 members 
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	Iteration 45Q: 3 clusters Score -3656610 nChanged 215
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Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 22759 members 
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	Iteration 46Q: 3 clusters Score -3656665 nChanged 210
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Mstep: Class 1 contains 6913 members 
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	Iteration 47Q: 3 clusters Score -3656706 nChanged 211
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Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3656758 nChanged 205
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Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3656802 nChanged 206
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3656834 nChanged 201
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Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 23792 members 
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	Iteration 51Q: 3 clusters Score -3656888 nChanged 200
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Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 23992 members 
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	Iteration 52Q: 3 clusters Score -3656946 nChanged 205
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Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3656991 nChanged 191
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 24388 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3657038 nChanged 182
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Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 24570 members 
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	Iteration 55Q: 3 clusters Score -3657073 nChanged 155
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Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 24725 members 
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	Iteration 56Q: 3 clusters Score -3657099 nChanged 159
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Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -3657152.000000 Penalty: 5111.285645
	Iteration 57Q: 3 clusters Score -3657152 nChanged 167
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3657190 nChanged 167
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3657228 nChanged 169
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Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3657281 nChanged 160
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Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3657326 nChanged 153
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Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3657380 nChanged 167
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Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3657414 nChanged 173
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Mstep: Class 1 contains 3848 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3657461 nChanged 169
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Mstep: Class 1 contains 3679 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3657508 nChanged 139
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Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 26342 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3657544 nChanged 126
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Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 26468 members 
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	Iteration 67Q: 3 clusters Score -3657580 nChanged 119
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Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 26587 members 
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	Iteration 68Q: 3 clusters Score -3657611 nChanged 121
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Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 26708 members 
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	Iteration 69Q: 3 clusters Score -3657656 nChanged 100
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Mstep: Class 1 contains 3076 members 
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	Iteration 70Q: 3 clusters Score -3657684 nChanged 88
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Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 26892 members 
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	Iteration 71Q: 3 clusters Score -3657702 nChanged 75
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Mstep: Class 1 contains 2915 members 
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	Iteration 72Q: 3 clusters Score -3657715 nChanged 72
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Mstep: Class 1 contains 2843 members 
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	Iteration 73Q: 3 clusters Score -3657724 nChanged 74
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Mstep: Class 1 contains 2769 members 
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	Iteration 74Q: 3 clusters Score -3657750 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2696 members 
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	Iteration 75Q: 3 clusters Score -3657773 nChanged 73
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Mstep: Class 1 contains 2625 members 
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	Iteration 76Q: 3 clusters Score -3657804 nChanged 69
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Mstep: Class 1 contains 2556 members 
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	Iteration 77Q: 3 clusters Score -3657820 nChanged 57
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Mstep: Class 1 contains 2499 members 
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	Iteration 78Q: 3 clusters Score -3657838 nChanged 49
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Mstep: Class 1 contains 2452 members 
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	Iteration 79Q: 3 clusters Score -3657856 nChanged 55
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Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3657862 nChanged 54
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Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 27537 members 
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	Iteration 81Q: 3 clusters Score -3657880 nChanged 35
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Mstep: Class 1 contains 2310 members 
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	Iteration 82Q: 3 clusters Score -3657891 nChanged 39
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Mstep: Class 1 contains 2275 members 
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	Iteration 83Q: 3 clusters Score -3657900 nChanged 42
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Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 27649 members 
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	Iteration 84Q: 3 clusters Score -3657908 nChanged 43
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Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3657915 nChanged 35
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Mstep: Class 1 contains 2157 members 
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	Iteration 86Q: 3 clusters Score -3657926 nChanged 39
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Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3657940 nChanged 32
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Mstep: Class 1 contains 2090 members 
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	Iteration 88Q: 3 clusters Score -3657943 nChanged 23
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Mstep: Class 1 contains 2069 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3657943 nChanged 17
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Mstep: Class 1 contains 2052 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3657953 nChanged 15
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	Iteration 91Q: 3 clusters Score -3657958 nChanged 13
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Mstep: Class 1 contains 2028 members 
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	Iteration 92Q: 3 clusters Score -3657958 nChanged 6
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Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 27860 members 
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	Iteration 93Q: 3 clusters Score -3657960 nChanged 12
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Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3657972 nChanged 11
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Mstep: Class 1 contains 1999 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3657974 nChanged 15
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Mstep: Class 1 contains 1984 members 
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	Iteration 96Q: 3 clusters Score -3657976 nChanged 14
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Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3657978 nChanged 21
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Mstep: Class 1 contains 1949 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3657975 nChanged 24
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Mstep: Class 1 contains 1925 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3657978 nChanged 19
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Mstep: Class 1 contains 1906 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3657985 nChanged 13
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Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3657984 nChanged 15
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3657987 nChanged 8
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Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3657982 nChanged 3
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3657982 nChanged 1
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Score: -3657987.250000 Penalty: 5111.285645
	Iteration 105Q: 3 clusters Score -3657987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -3657987.250000 Penalty: 5111.285645
	Iteration 106F: 3 clusters Score -3657987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Entering Unmasked Estep 
Score: -405601.375000 Penalty: 2019.808472
	Iteration 0F: 2 clusters Score -405601.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -402173.218750 Penalty: 4039.616943
	Iteration 0F: 3 clusters Score -402173.2 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -403278.031250 Penalty: 4039.616943
	Iteration 1F: 3 clusters Score -403278 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -403651.375000 Penalty: 4039.616943
	Iteration 2F: 3 clusters Score -403651.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -403889.593750 Penalty: 4039.616943
	Iteration 3F: 3 clusters Score -403889.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -404070.875000 Penalty: 4039.616943
	Iteration 4F: 3 clusters Score -404070.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -404275.281250 Penalty: 4039.616943
	Iteration 5Q: 3 clusters Score -404275.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -404506.062500 Penalty: 4039.616943
	Iteration 6Q: 3 clusters Score -404506.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -404695.968750 Penalty: 4039.616943
	Iteration 7Q: 3 clusters Score -404696 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -404892.531250 Penalty: 4039.616943
	Iteration 8Q: 3 clusters Score -404892.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -405041.156250 Penalty: 4039.616943
	Iteration 9Q: 3 clusters Score -405041.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -405128.656250 Penalty: 4039.616943
	Iteration 10Q: 3 clusters Score -405128.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -405178.406250 Penalty: 4039.616943
	Iteration 11Q: 3 clusters Score -405178.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -405230.468750 Penalty: 4039.616943
	Iteration 12Q: 3 clusters Score -405230.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -405272.562500 Penalty: 4039.616943
	Iteration 13Q: 3 clusters Score -405272.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -405301.437500 Penalty: 4039.616943
	Iteration 14Q: 3 clusters Score -405301.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -405334.687500 Penalty: 4039.616943
	Iteration 15Q: 3 clusters Score -405334.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -405361.562500 Penalty: 4039.616943
	Iteration 16Q: 3 clusters Score -405361.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -405379.093750 Penalty: 4039.616943
	Iteration 17Q: 3 clusters Score -405379.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -405385.968750 Penalty: 4039.616943
	Iteration 18Q: 3 clusters Score -405386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -405390.468750 Penalty: 4039.616943
	Iteration 19Q: 3 clusters Score -405390.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -405395.312500 Penalty: 4039.616943
	Iteration 20F: 3 clusters Score -405395.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -405398.156250 Penalty: 4039.616943
	Iteration 21Q: 3 clusters Score -405398.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -405400.312500 Penalty: 4039.616943
	Iteration 22Q: 3 clusters Score -405400.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -405400.218750 Penalty: 4039.616943
	Iteration 23Q: 3 clusters Score -405400.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -405401.281250 Penalty: 4039.616943
	Iteration 24Q: 3 clusters Score -405401.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -405401.281250 Penalty: 4039.616943
	Iteration 25F: 3 clusters Score -405401.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Entering Unmasked Estep 
Score: -675458.875000 Penalty: 2170.718506
	Iteration 0F: 2 clusters Score -675458.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -670157.750000 Penalty: 4341.437012
	Iteration 0F: 3 clusters Score -670157.8 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -671718.937500 Penalty: 4341.437012
	Iteration 1F: 3 clusters Score -671718.9 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -672143.000000 Penalty: 4341.437012
	Iteration 2F: 3 clusters Score -672143 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -672513.125000 Penalty: 4341.437012
	Iteration 3F: 3 clusters Score -672513.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -672828.562500 Penalty: 4341.437012
	Iteration 4F: 3 clusters Score -672828.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -673108.750000 Penalty: 4341.437012
	Iteration 5F: 3 clusters Score -673108.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -673334.250000 Penalty: 4341.437012
	Iteration 6Q: 3 clusters Score -673334.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -673546.750000 Penalty: 4341.437012
	Iteration 7Q: 3 clusters Score -673546.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -673735.687500 Penalty: 4341.437012
	Iteration 8Q: 3 clusters Score -673735.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -673873.562500 Penalty: 4341.437012
	Iteration 9Q: 3 clusters Score -673873.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -673963.437500 Penalty: 4341.437012
	Iteration 10Q: 3 clusters Score -673963.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -674022.937500 Penalty: 4341.437012
	Iteration 11Q: 3 clusters Score -674022.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -674056.750000 Penalty: 4341.437012
	Iteration 12Q: 3 clusters Score -674056.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -674082.187500 Penalty: 4341.437012
	Iteration 13Q: 3 clusters Score -674082.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -674101.312500 Penalty: 4341.437012
	Iteration 14Q: 3 clusters Score -674101.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -674111.812500 Penalty: 4341.437012
	Iteration 15Q: 3 clusters Score -674111.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -674122.375000 Penalty: 4341.437012
	Iteration 16Q: 3 clusters Score -674122.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -674140.562500 Penalty: 4341.437012
	Iteration 17Q: 3 clusters Score -674140.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -674153.062500 Penalty: 4341.437012
	Iteration 18Q: 3 clusters Score -674153.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -674159.750000 Penalty: 4341.437012
	Iteration 19Q: 3 clusters Score -674159.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -674165.062500 Penalty: 4341.437012
	Iteration 20F: 3 clusters Score -674165.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -674170.187500 Penalty: 4341.437012
	Iteration 21Q: 3 clusters Score -674170.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -674173.000000 Penalty: 4341.437012
	Iteration 22Q: 3 clusters Score -674173 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -674177.062500 Penalty: 4341.437012
	Iteration 23Q: 3 clusters Score -674177.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -674182.000000 Penalty: 4341.437012
	Iteration 24Q: 3 clusters Score -674182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -674185.687500 Penalty: 4341.437012
	Iteration 25Q: 3 clusters Score -674185.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -674188.562500 Penalty: 4341.437012
	Iteration 26Q: 3 clusters Score -674188.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -674194.687500 Penalty: 4341.437012
	Iteration 27Q: 3 clusters Score -674194.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -674200.437500 Penalty: 4341.437012
	Iteration 28Q: 3 clusters Score -674200.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -674204.062500 Penalty: 4341.437012
	Iteration 29Q: 3 clusters Score -674204.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -674206.812500 Penalty: 4341.437012
	Iteration 30Q: 3 clusters Score -674206.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -674207.000000 Penalty: 4341.437012
	Iteration 31Q: 3 clusters Score -674207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -674208.437500 Penalty: 4341.437012
	Iteration 32Q: 3 clusters Score -674208.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -674208.437500 Penalty: 4341.437012
	Iteration 33F: 3 clusters Score -674208.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (103819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103819 members 
Entering Unmasked Estep 
Score: -12714052.000000 Penalty: 2864.500244
	Iteration 0F: 2 clusters Score -1.271405e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51892 members 
Mstep: Class 2 contains 51927 members 
Entering Unmasked Estep 
Score: -12644401.000000 Penalty: 5729.000488
	Iteration 0F: 3 clusters Score -1.26444e+07 nChanged 49144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52206 members 
Mstep: Class 2 contains 51613 members 
Entering Unmasked Estep 
Score: -12672466.000000 Penalty: 5729.000488
	Iteration 1F: 3 clusters Score -1.267247e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52488 members 
Mstep: Class 2 contains 51331 members 
Entering Unmasked Estep 
Score: -12673176.000000 Penalty: 5729.000488
	Iteration 2Q: 3 clusters Score -1.267318e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52984 members 
Mstep: Class 2 contains 50835 members 
Entering Unmasked Estep 
Score: -12673873.000000 Penalty: 5729.000488
	Iteration 3Q: 3 clusters Score -1.267387e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53819 members 
Mstep: Class 2 contains 50000 members 
Entering Unmasked Estep 
Score: -12674736.000000 Penalty: 5729.000488
	Iteration 4Q: 3 clusters Score -1.267474e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55073 members 
Mstep: Class 2 contains 48746 members 
Entering Unmasked Estep 
Score: -12675915.000000 Penalty: 5729.000488
	Iteration 5Q: 3 clusters Score -1.267592e+07 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56890 members 
Mstep: Class 2 contains 46929 members 
Entering Unmasked Estep 
Score: -12677436.000000 Penalty: 5729.000488
	Iteration 6Q: 3 clusters Score -1.267744e+07 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59338 members 
Mstep: Class 2 contains 44481 members 
Entering Unmasked Estep 
Score: -12679445.000000 Penalty: 5729.000488
	Iteration 7Q: 3 clusters Score -1.267944e+07 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62398 members 
Mstep: Class 2 contains 41421 members 
Entering Unmasked Estep 
Score: -12681804.000000 Penalty: 5729.000488
	Iteration 8F: 3 clusters Score -1.26818e+07 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66099 members 
Mstep: Class 2 contains 37720 members 
Entering Unmasked Estep 
Score: -12684504.000000 Penalty: 5729.000488
	Iteration 9F: 3 clusters Score -1.26845e+07 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70428 members 
Mstep: Class 2 contains 33391 members 
Entering Unmasked Estep 
Score: -12687509.000000 Penalty: 5729.000488
	Iteration 10F: 3 clusters Score -1.268751e+07 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75262 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -12690805.000000 Penalty: 5729.000488
	Iteration 11F: 3 clusters Score -1.26908e+07 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80243 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -12694058.000000 Penalty: 5729.000488
	Iteration 12F: 3 clusters Score -1.269406e+07 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85279 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -12697435.000000 Penalty: 5729.000488
	Iteration 13F: 3 clusters Score -1.269744e+07 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90299 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -12700973.000000 Penalty: 5729.000488
	Iteration 14Q: 3 clusters Score -1.270097e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94712 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -12704431.000000 Penalty: 5729.000488
	Iteration 15Q: 3 clusters Score -1.270443e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98220 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -12707158.000000 Penalty: 5729.000488
	Iteration 16Q: 3 clusters Score -1.270716e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100610 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -12709119.000000 Penalty: 5729.000488
	Iteration 17Q: 3 clusters Score -1.270912e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102014 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -12710357.000000 Penalty: 5729.000488
	Iteration 18Q: 3 clusters Score -1.271036e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102732 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -12710895.000000 Penalty: 5729.000488
	Iteration 19Q: 3 clusters Score -1.27109e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103075 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -12711193.000000 Penalty: 5729.000488
	Iteration 20F: 3 clusters Score -1.271119e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103238 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -12711358.000000 Penalty: 5729.000488
	Iteration 21Q: 3 clusters Score -1.271136e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103337 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -12711447.000000 Penalty: 5729.000488
	Iteration 22Q: 3 clusters Score -1.271145e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103373 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -12711497.000000 Penalty: 5729.000488
	Iteration 23Q: 3 clusters Score -1.27115e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103392 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -12711513.000000 Penalty: 5729.000488
	Iteration 24Q: 3 clusters Score -1.271151e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103408 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -12711555.000000 Penalty: 5729.000488
	Iteration 25Q: 3 clusters Score -1.271156e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103420 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -12711563.000000 Penalty: 5729.000488
	Iteration 26Q: 3 clusters Score -1.271156e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103425 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -12711579.000000 Penalty: 5729.000488
	Iteration 27Q: 3 clusters Score -1.271158e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103428 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -12711578.000000 Penalty: 5729.000488
	Iteration 28Q: 3 clusters Score -1.271158e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103430 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -12711593.000000 Penalty: 5729.000488
	Iteration 29Q: 3 clusters Score -1.271159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103430 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -12711594.000000 Penalty: 5729.000488
	Iteration 30Q: 3 clusters Score -1.271159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103433 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -12711594.000000 Penalty: 5729.000488
	Iteration 31Q: 3 clusters Score -1.271159e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103434 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -12711607.000000 Penalty: 5729.000488
	Iteration 32Q: 3 clusters Score -1.271161e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103434 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -12711607.000000 Penalty: 5729.000488
	Iteration 33F: 3 clusters Score -1.271161e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (14552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Entering Unmasked Estep 
Score: -1649011.000000 Penalty: 2377.199951
	Iteration 0F: 2 clusters Score -1649011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1638553.000000 Penalty: 4754.399902
	Iteration 0F: 3 clusters Score -1638553 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1641854.375000 Penalty: 4754.399902
	Iteration 1F: 3 clusters Score -1641854 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1642303.250000 Penalty: 4754.399902
	Iteration 2F: 3 clusters Score -1642303 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1642690.375000 Penalty: 4754.399902
	Iteration 3F: 3 clusters Score -1642690 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1643084.625000 Penalty: 4754.399902
	Iteration 4Q: 3 clusters Score -1643085 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1643464.750000 Penalty: 4754.399902
	Iteration 5Q: 3 clusters Score -1643465 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1643850.625000 Penalty: 4754.399902
	Iteration 6Q: 3 clusters Score -1643851 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1644232.875000 Penalty: 4754.399902
	Iteration 7Q: 3 clusters Score -1644233 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1644556.250000 Penalty: 4754.399902
	Iteration 8Q: 3 clusters Score -1644556 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1644838.000000 Penalty: 4754.399902
	Iteration 9Q: 3 clusters Score -1644838 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1645121.250000 Penalty: 4754.399902
	Iteration 10Q: 3 clusters Score -1645121 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1645403.000000 Penalty: 4754.399902
	Iteration 11Q: 3 clusters Score -1645403 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1645660.875000 Penalty: 4754.399902
	Iteration 12Q: 3 clusters Score -1645661 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1645887.625000 Penalty: 4754.399902
	Iteration 13Q: 3 clusters Score -1645888 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1646121.375000 Penalty: 4754.399902
	Iteration 14Q: 3 clusters Score -1646121 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1646338.500000 Penalty: 4754.399902
	Iteration 15Q: 3 clusters Score -1646338 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1646551.000000 Penalty: 4754.399902
	Iteration 16Q: 3 clusters Score -1646551 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1646768.250000 Penalty: 4754.399902
	Iteration 17Q: 3 clusters Score -1646768 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1646997.875000 Penalty: 4754.399902
	Iteration 18Q: 3 clusters Score -1646998 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1647201.500000 Penalty: 4754.399902
	Iteration 19Q: 3 clusters Score -1647202 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1647357.375000 Penalty: 4754.399902
	Iteration 20F: 3 clusters Score -1647357 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1647477.500000 Penalty: 4754.399902
	Iteration 21Q: 3 clusters Score -1647478 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1647580.250000 Penalty: 4754.399902
	Iteration 22Q: 3 clusters Score -1647580 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1647685.000000 Penalty: 4754.399902
	Iteration 23Q: 3 clusters Score -1647685 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1647763.250000 Penalty: 4754.399902
	Iteration 24Q: 3 clusters Score -1647763 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1647840.000000 Penalty: 4754.399902
	Iteration 25Q: 3 clusters Score -1647840 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1647891.375000 Penalty: 4754.399902
	Iteration 26Q: 3 clusters Score -1647891 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1647942.000000 Penalty: 4754.399902
	Iteration 27Q: 3 clusters Score -1647942 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1647973.000000 Penalty: 4754.399902
	Iteration 28Q: 3 clusters Score -1647973 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1648007.625000 Penalty: 4754.399902
	Iteration 29Q: 3 clusters Score -1648008 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1648038.250000 Penalty: 4754.399902
	Iteration 30Q: 3 clusters Score -1648038 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1648074.625000 Penalty: 4754.399902
	Iteration 31Q: 3 clusters Score -1648075 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1648097.125000 Penalty: 4754.399902
	Iteration 32Q: 3 clusters Score -1648097 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1648132.875000 Penalty: 4754.399902
	Iteration 33Q: 3 clusters Score -1648133 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1648152.250000 Penalty: 4754.399902
	Iteration 34Q: 3 clusters Score -1648152 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1648177.125000 Penalty: 4754.399902
	Iteration 35Q: 3 clusters Score -1648177 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1648196.250000 Penalty: 4754.399902
	Iteration 36Q: 3 clusters Score -1648196 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1648205.875000 Penalty: 4754.399902
	Iteration 37Q: 3 clusters Score -1648206 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1648212.500000 Penalty: 4754.399902
	Iteration 38Q: 3 clusters Score -1648212 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1648216.375000 Penalty: 4754.399902
	Iteration 39Q: 3 clusters Score -1648216 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1648222.125000 Penalty: 4754.399902
	Iteration 40F: 3 clusters Score -1648222 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1648227.625000 Penalty: 4754.399902
	Iteration 41Q: 3 clusters Score -1648228 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1648228.625000 Penalty: 4754.399902
	Iteration 42Q: 3 clusters Score -1648229 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1648230.125000 Penalty: 4754.399902
	Iteration 43Q: 3 clusters Score -1648230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1648234.625000 Penalty: 4754.399902
	Iteration 44Q: 3 clusters Score -1648235 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1648234.875000 Penalty: 4754.399902
	Iteration 45Q: 3 clusters Score -1648235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1648234.875000 Penalty: 4754.399902
	Iteration 46Q: 3 clusters Score -1648235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1648241.000000 Penalty: 4754.399902
	Iteration 47Q: 3 clusters Score -1648241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1648239.875000 Penalty: 4754.399902
	Iteration 48Q: 3 clusters Score -1648240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1648241.750000 Penalty: 4754.399902
	Iteration 49Q: 3 clusters Score -1648242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1648241.250000 Penalty: 4754.399902
	Iteration 50Q: 3 clusters Score -1648241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1648241.250000 Penalty: 4754.399902
	Iteration 51F: 3 clusters Score -1648241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Entering Unmasked Estep 
Score: -352036.375000 Penalty: 1993.630981
	Iteration 0F: 2 clusters Score -352036.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -348710.000000 Penalty: 3987.261963
	Iteration 0F: 3 clusters Score -348710 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -349400.375000 Penalty: 3987.261963
	Iteration 1F: 3 clusters Score -349400.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -349563.312500 Penalty: 3987.261963
	Iteration 2F: 3 clusters Score -349563.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -349657.125000 Penalty: 3987.261963
	Iteration 3Q: 3 clusters Score -349657.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -349731.406250 Penalty: 3987.261963
	Iteration 4Q: 3 clusters Score -349731.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -349769.218750 Penalty: 3987.261963
	Iteration 5Q: 3 clusters Score -349769.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -349796.125000 Penalty: 3987.261963
	Iteration 6Q: 3 clusters Score -349796.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -349814.031250 Penalty: 3987.261963
	Iteration 7Q: 3 clusters Score -349814 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -349834.968750 Penalty: 3987.261963
	Iteration 8Q: 3 clusters Score -349835 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -349852.312500 Penalty: 3987.261963
	Iteration 9Q: 3 clusters Score -349852.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -349867.656250 Penalty: 3987.261963
	Iteration 10Q: 3 clusters Score -349867.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -349884.437500 Penalty: 3987.261963
	Iteration 11Q: 3 clusters Score -349884.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -349895.500000 Penalty: 3987.261963
	Iteration 12Q: 3 clusters Score -349895.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -349905.125000 Penalty: 3987.261963
	Iteration 13Q: 3 clusters Score -349905.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -349910.718750 Penalty: 3987.261963
	Iteration 14Q: 3 clusters Score -349910.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -349917.562500 Penalty: 3987.261963
	Iteration 15Q: 3 clusters Score -349917.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -349922.031250 Penalty: 3987.261963
	Iteration 16Q: 3 clusters Score -349922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -349926.625000 Penalty: 3987.261963
	Iteration 17Q: 3 clusters Score -349926.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -349929.156250 Penalty: 3987.261963
	Iteration 18Q: 3 clusters Score -349929.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -349930.406250 Penalty: 3987.261963
	Iteration 19Q: 3 clusters Score -349930.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -349934.093750 Penalty: 3987.261963
	Iteration 20F: 3 clusters Score -349934.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -349936.968750 Penalty: 3987.261963
	Iteration 21Q: 3 clusters Score -349937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -349943.562500 Penalty: 3987.261963
	Iteration 22Q: 3 clusters Score -349943.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -349947.406250 Penalty: 3987.261963
	Iteration 23Q: 3 clusters Score -349947.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -349950.812500 Penalty: 3987.261963
	Iteration 24Q: 3 clusters Score -349950.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -349956.593750 Penalty: 3987.261963
	Iteration 25Q: 3 clusters Score -349956.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -349960.750000 Penalty: 3987.261963
	Iteration 26Q: 3 clusters Score -349960.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -349964.625000 Penalty: 3987.261963
	Iteration 27Q: 3 clusters Score -349964.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -349966.500000 Penalty: 3987.261963
	Iteration 28Q: 3 clusters Score -349966.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -349967.562500 Penalty: 3987.261963
	Iteration 29Q: 3 clusters Score -349967.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -349969.437500 Penalty: 3987.261963
	Iteration 30Q: 3 clusters Score -349969.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -349973.406250 Penalty: 3987.261963
	Iteration 31Q: 3 clusters Score -349973.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -349978.781250 Penalty: 3987.261963
	Iteration 32Q: 3 clusters Score -349978.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -349985.812500 Penalty: 3987.261963
	Iteration 33Q: 3 clusters Score -349985.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -349991.968750 Penalty: 3987.261963
	Iteration 34Q: 3 clusters Score -349992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -349999.125000 Penalty: 3987.261963
	Iteration 35Q: 3 clusters Score -349999.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -350007.968750 Penalty: 3987.261963
	Iteration 36Q: 3 clusters Score -350008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -350014.156250 Penalty: 3987.261963
	Iteration 37Q: 3 clusters Score -350014.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -350021.187500 Penalty: 3987.261963
	Iteration 38Q: 3 clusters Score -350021.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -350027.843750 Penalty: 3987.261963
	Iteration 39Q: 3 clusters Score -350027.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -350032.312500 Penalty: 3987.261963
	Iteration 40F: 3 clusters Score -350032.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -350033.843750 Penalty: 3987.261963
	Iteration 41Q: 3 clusters Score -350033.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -350035.937500 Penalty: 3987.261963
	Iteration 42Q: 3 clusters Score -350035.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -350037.656250 Penalty: 3987.261963
	Iteration 43Q: 3 clusters Score -350037.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -350039.125000 Penalty: 3987.261963
	Iteration 44Q: 3 clusters Score -350039.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -350039.343750 Penalty: 3987.261963
	Iteration 45Q: 3 clusters Score -350039.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -350040.937500 Penalty: 3987.261963
	Iteration 46Q: 3 clusters Score -350040.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -350042.156250 Penalty: 3987.261963
	Iteration 47Q: 3 clusters Score -350042.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -350044.187500 Penalty: 3987.261963
	Iteration 48Q: 3 clusters Score -350044.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -350046.687500 Penalty: 3987.261963
	Iteration 49Q: 3 clusters Score -350046.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -350046.781250 Penalty: 3987.261963
	Iteration 50Q: 3 clusters Score -350046.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -350046.781250 Penalty: 3987.261963
	Iteration 51F: 3 clusters Score -350046.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (82154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82154 members 
Entering Unmasked Estep 
Score: -10032299.000000 Penalty: 2806.455078
	Iteration 0F: 2 clusters Score -1.00323e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41086 members 
Mstep: Class 2 contains 41068 members 
Entering Unmasked Estep 
Score: -9977130.000000 Penalty: 5612.910156
	Iteration 0F: 3 clusters Score -9977130 nChanged 38651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40741 members 
Mstep: Class 2 contains 41413 members 
Entering Unmasked Estep 
Score: -9999224.000000 Penalty: 5612.910156
	Iteration 1F: 3 clusters Score -9999224 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40557 members 
Mstep: Class 2 contains 41597 members 
Entering Unmasked Estep 
Score: -9999801.000000 Penalty: 5612.910156
	Iteration 2Q: 3 clusters Score -9999801 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40280 members 
Mstep: Class 2 contains 41874 members 
Entering Unmasked Estep 
Score: -10000521.000000 Penalty: 5612.910156
	Iteration 3Q: 3 clusters Score -1.000052e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 42173 members 
Entering Unmasked Estep 
Score: -10001247.000000 Penalty: 5612.910156
	Iteration 4Q: 3 clusters Score -1.000125e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39624 members 
Mstep: Class 2 contains 42530 members 
Entering Unmasked Estep 
Score: -10001923.000000 Penalty: 5612.910156
	Iteration 5Q: 3 clusters Score -1.000192e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 43037 members 
Entering Unmasked Estep 
Score: -10002642.000000 Penalty: 5612.910156
	Iteration 6Q: 3 clusters Score -1.000264e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38366 members 
Mstep: Class 2 contains 43788 members 
Entering Unmasked Estep 
Score: -10003411.000000 Penalty: 5612.910156
	Iteration 7Q: 3 clusters Score -1.000341e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37312 members 
Mstep: Class 2 contains 44842 members 
Entering Unmasked Estep 
Score: -10004165.000000 Penalty: 5612.910156
	Iteration 8Q: 3 clusters Score -1.000416e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35891 members 
Mstep: Class 2 contains 46263 members 
Entering Unmasked Estep 
Score: -10005026.000000 Penalty: 5612.910156
	Iteration 9Q: 3 clusters Score -1.000503e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33995 members 
Mstep: Class 2 contains 48159 members 
Entering Unmasked Estep 
Score: -10005985.000000 Penalty: 5612.910156
	Iteration 10Q: 3 clusters Score -1.000598e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31409 members 
Mstep: Class 2 contains 50745 members 
Entering Unmasked Estep 
Score: -10007298.000000 Penalty: 5612.910156
	Iteration 11Q: 3 clusters Score -1.00073e+07 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Mstep: Class 2 contains 54183 members 
Entering Unmasked Estep 
Score: -10009113.000000 Penalty: 5612.910156
	Iteration 12Q: 3 clusters Score -1.000911e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 58640 members 
Entering Unmasked Estep 
Score: -10011926.000000 Penalty: 5612.910156
	Iteration 13F: 3 clusters Score -1.001193e+07 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 63947 members 
Entering Unmasked Estep 
Score: -10015748.000000 Penalty: 5612.910156
	Iteration 14F: 3 clusters Score -1.001575e+07 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 69437 members 
Entering Unmasked Estep 
Score: -10020152.000000 Penalty: 5612.910156
	Iteration 15F: 3 clusters Score -1.002015e+07 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 74044 members 
Entering Unmasked Estep 
Score: -10024129.000000 Penalty: 5612.910156
	Iteration 16F: 3 clusters Score -1.002413e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 77273 members 
Entering Unmasked Estep 
Score: -10026976.000000 Penalty: 5612.910156
	Iteration 17Q: 3 clusters Score -1.002698e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 79170 members 
Entering Unmasked Estep 
Score: -10028597.000000 Penalty: 5612.910156
	Iteration 18Q: 3 clusters Score -1.00286e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 80164 members 
Entering Unmasked Estep 
Score: -10029346.000000 Penalty: 5612.910156
	Iteration 19Q: 3 clusters Score -1.002935e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 80680 members 
Entering Unmasked Estep 
Score: -10029721.000000 Penalty: 5612.910156
	Iteration 20F: 3 clusters Score -1.002972e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 80957 members 
Entering Unmasked Estep 
Score: -10029959.000000 Penalty: 5612.910156
	Iteration 21Q: 3 clusters Score -1.002996e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 81101 members 
Entering Unmasked Estep 
Score: -10030039.000000 Penalty: 5612.910156
	Iteration 22Q: 3 clusters Score -1.003004e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 81207 members 
Entering Unmasked Estep 
Score: -10030133.000000 Penalty: 5612.910156
	Iteration 23Q: 3 clusters Score -1.003013e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 81278 members 
Entering Unmasked Estep 
Score: -10030178.000000 Penalty: 5612.910156
	Iteration 24Q: 3 clusters Score -1.003018e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 81332 members 
Entering Unmasked Estep 
Score: -10030204.000000 Penalty: 5612.910156
	Iteration 25Q: 3 clusters Score -1.00302e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 81354 members 
Entering Unmasked Estep 
Score: -10030220.000000 Penalty: 5612.910156
	Iteration 26Q: 3 clusters Score -1.003022e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 81372 members 
Entering Unmasked Estep 
Score: -10030227.000000 Penalty: 5612.910156
	Iteration 27Q: 3 clusters Score -1.003023e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 81382 members 
Entering Unmasked Estep 
Score: -10030243.000000 Penalty: 5612.910156
	Iteration 28Q: 3 clusters Score -1.003024e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 81394 members 
Entering Unmasked Estep 
Score: -10030251.000000 Penalty: 5612.910156
	Iteration 29Q: 3 clusters Score -1.003025e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 81400 members 
Entering Unmasked Estep 
Score: -10030252.000000 Penalty: 5612.910156
	Iteration 30Q: 3 clusters Score -1.003025e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 81405 members 
Entering Unmasked Estep 
Score: -10030252.000000 Penalty: 5612.910156
	Iteration 31Q: 3 clusters Score -1.003025e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 81415 members 
Entering Unmasked Estep 
Score: -10030256.000000 Penalty: 5612.910156
	Iteration 32Q: 3 clusters Score -1.003026e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 81421 members 
Entering Unmasked Estep 
Score: -10030263.000000 Penalty: 5612.910156
	Iteration 33Q: 3 clusters Score -1.003026e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 81428 members 
Entering Unmasked Estep 
Score: -10030268.000000 Penalty: 5612.910156
	Iteration 34Q: 3 clusters Score -1.003027e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 81433 members 
Entering Unmasked Estep 
Score: -10030277.000000 Penalty: 5612.910156
	Iteration 35Q: 3 clusters Score -1.003028e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 81437 members 
Entering Unmasked Estep 
Score: -10030273.000000 Penalty: 5612.910156
	Iteration 36Q: 3 clusters Score -1.003027e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 81437 members 
Entering Unmasked Estep 
Score: -10030294.000000 Penalty: 5612.910156
	Iteration 37Q: 3 clusters Score -1.003029e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 81436 members 
Entering Unmasked Estep 
Score: -10030292.000000 Penalty: 5612.910156
	Iteration 38Q: 3 clusters Score -1.003029e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 81435 members 
Entering Unmasked Estep 
Score: -10030294.000000 Penalty: 5612.910156
	Iteration 39Q: 3 clusters Score -1.003029e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 81434 members 
Entering Unmasked Estep 
Score: -10030292.000000 Penalty: 5612.910156
	Iteration 40F: 3 clusters Score -1.003029e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 81434 members 
Entering Unmasked Estep 
Score: -10030298.000000 Penalty: 5612.910156
	Iteration 41Q: 3 clusters Score -1.00303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 81435 members 
Entering Unmasked Estep 
Score: -10030296.000000 Penalty: 5612.910156
	Iteration 42Q: 3 clusters Score -1.00303e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 81435 members 
Entering Unmasked Estep 
Score: -10030296.000000 Penalty: 5612.910156
	Iteration 43F: 3 clusters Score -1.00303e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Entering Unmasked Estep 
Score: -1037174.000000 Penalty: 2255.403320
	Iteration 0F: 2 clusters Score -1037174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1030167.062500 Penalty: 4510.806641
	Iteration 0F: 3 clusters Score -1030167 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1032335.750000 Penalty: 4510.806641
	Iteration 1F: 3 clusters Score -1032336 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1032697.062500 Penalty: 4510.806641
	Iteration 2F: 3 clusters Score -1032697 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1032921.562500 Penalty: 4510.806641
	Iteration 3F: 3 clusters Score -1032922 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1033102.125000 Penalty: 4510.806641
	Iteration 4Q: 3 clusters Score -1033102 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1033274.625000 Penalty: 4510.806641
	Iteration 5Q: 3 clusters Score -1033275 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1033432.687500 Penalty: 4510.806641
	Iteration 6Q: 3 clusters Score -1033433 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1033602.375000 Penalty: 4510.806641
	Iteration 7Q: 3 clusters Score -1033602 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1033781.125000 Penalty: 4510.806641
	Iteration 8Q: 3 clusters Score -1033781 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1033974.125000 Penalty: 4510.806641
	Iteration 9Q: 3 clusters Score -1033974 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1034158.812500 Penalty: 4510.806641
	Iteration 10Q: 3 clusters Score -1034159 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1034340.375000 Penalty: 4510.806641
	Iteration 11Q: 3 clusters Score -1034340 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1034521.875000 Penalty: 4510.806641
	Iteration 12Q: 3 clusters Score -1034522 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1034728.375000 Penalty: 4510.806641
	Iteration 13Q: 3 clusters Score -1034728 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1034928.625000 Penalty: 4510.806641
	Iteration 14Q: 3 clusters Score -1034929 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1035096.500000 Penalty: 4510.806641
	Iteration 15Q: 3 clusters Score -1035096 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1035242.375000 Penalty: 4510.806641
	Iteration 16Q: 3 clusters Score -1035242 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1035336.937500 Penalty: 4510.806641
	Iteration 17Q: 3 clusters Score -1035337 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1035421.250000 Penalty: 4510.806641
	Iteration 18Q: 3 clusters Score -1035421 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1035486.750000 Penalty: 4510.806641
	Iteration 19Q: 3 clusters Score -1035487 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1035523.187500 Penalty: 4510.806641
	Iteration 20F: 3 clusters Score -1035523 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1035551.062500 Penalty: 4510.806641
	Iteration 21Q: 3 clusters Score -1035551 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1035565.937500 Penalty: 4510.806641
	Iteration 22Q: 3 clusters Score -1035566 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1035586.312500 Penalty: 4510.806641
	Iteration 23Q: 3 clusters Score -1035586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1035604.687500 Penalty: 4510.806641
	Iteration 24Q: 3 clusters Score -1035605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1035607.625000 Penalty: 4510.806641
	Iteration 25Q: 3 clusters Score -1035608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1035613.312500 Penalty: 4510.806641
	Iteration 26Q: 3 clusters Score -1035613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1035615.500000 Penalty: 4510.806641
	Iteration 27Q: 3 clusters Score -1035616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1035619.000000 Penalty: 4510.806641
	Iteration 28Q: 3 clusters Score -1035619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1035621.062500 Penalty: 4510.806641
	Iteration 29Q: 3 clusters Score -1035621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1035622.750000 Penalty: 4510.806641
	Iteration 30Q: 3 clusters Score -1035623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1035623.687500 Penalty: 4510.806641
	Iteration 31Q: 3 clusters Score -1035624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1035623.687500 Penalty: 4510.806641
	Iteration 32F: 3 clusters Score -1035624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -1005125.937500 Penalty: 2252.236084
	Iteration 0F: 2 clusters Score -1005126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -998303.687500 Penalty: 4504.472168
	Iteration 0F: 3 clusters Score -998303.7 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1000297.000000 Penalty: 4504.472168
	Iteration 1F: 3 clusters Score -1000297 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1000614.187500 Penalty: 4504.472168
	Iteration 2F: 3 clusters Score -1000614 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1000816.000000 Penalty: 4504.472168
	Iteration 3F: 3 clusters Score -1000816 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1000959.062500 Penalty: 4504.472168
	Iteration 4Q: 3 clusters Score -1000959 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1001093.125000 Penalty: 4504.472168
	Iteration 5Q: 3 clusters Score -1001093 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1001208.812500 Penalty: 4504.472168
	Iteration 6Q: 3 clusters Score -1001209 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1001306.187500 Penalty: 4504.472168
	Iteration 7Q: 3 clusters Score -1001306 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1001406.000000 Penalty: 4504.472168
	Iteration 8Q: 3 clusters Score -1001406 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1001510.875000 Penalty: 4504.472168
	Iteration 9Q: 3 clusters Score -1001511 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1001625.375000 Penalty: 4504.472168
	Iteration 10Q: 3 clusters Score -1001625 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1001757.750000 Penalty: 4504.472168
	Iteration 11Q: 3 clusters Score -1001758 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1001892.562500 Penalty: 4504.472168
	Iteration 12Q: 3 clusters Score -1001893 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1002039.500000 Penalty: 4504.472168
	Iteration 13Q: 3 clusters Score -1002040 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1002187.375000 Penalty: 4504.472168
	Iteration 14Q: 3 clusters Score -1002187 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1002340.500000 Penalty: 4504.472168
	Iteration 15Q: 3 clusters Score -1002340 nChanged 253
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: -1002516.937500 Penalty: 4504.472168
	Iteration 16Q: 3 clusters Score -1002517 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1002694.937500 Penalty: 4504.472168
	Iteration 17Q: 3 clusters Score -1002695 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1002836.375000 Penalty: 4504.472168
	Iteration 18Q: 3 clusters Score -1002836 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1002943.812500 Penalty: 4504.472168
	Iteration 19Q: 3 clusters Score -1002944 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1003028.625000 Penalty: 4504.472168
	Iteration 20F: 3 clusters Score -1003029 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1003115.687500 Penalty: 4504.472168
	Iteration 21Q: 3 clusters Score -1003116 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1003186.875000 Penalty: 4504.472168
	Iteration 22Q: 3 clusters Score -1003187 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1003244.437500 Penalty: 4504.472168
	Iteration 23Q: 3 clusters Score -1003244 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1003290.062500 Penalty: 4504.472168
	Iteration 24Q: 3 clusters Score -1003290 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1003321.625000 Penalty: 4504.472168
	Iteration 25Q: 3 clusters Score -1003322 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1003338.812500 Penalty: 4504.472168
	Iteration 26Q: 3 clusters Score -1003339 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1003359.312500 Penalty: 4504.472168
	Iteration 27Q: 3 clusters Score -1003359 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1003371.875000 Penalty: 4504.472168
	Iteration 28Q: 3 clusters Score -1003372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1003384.687500 Penalty: 4504.472168
	Iteration 29Q: 3 clusters Score -1003385 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1003404.437500 Penalty: 4504.472168
	Iteration 30Q: 3 clusters Score -1003404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1003416.562500 Penalty: 4504.472168
	Iteration 31Q: 3 clusters Score -1003417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1003420.812500 Penalty: 4504.472168
	Iteration 32Q: 3 clusters Score -1003421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1003425.812500 Penalty: 4504.472168
	Iteration 33Q: 3 clusters Score -1003426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1003430.812500 Penalty: 4504.472168
	Iteration 34Q: 3 clusters Score -1003431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1003432.437500 Penalty: 4504.472168
	Iteration 35Q: 3 clusters Score -1003432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1003440.937500 Penalty: 4504.472168
	Iteration 36Q: 3 clusters Score -1003441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1003442.375000 Penalty: 4504.472168
	Iteration 37Q: 3 clusters Score -1003442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1003444.625000 Penalty: 4504.472168
	Iteration 38Q: 3 clusters Score -1003445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1003449.375000 Penalty: 4504.472168
	Iteration 39Q: 3 clusters Score -1003449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1003452.000000 Penalty: 4504.472168
	Iteration 40F: 3 clusters Score -1003452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1003455.500000 Penalty: 4504.472168
	Iteration 41Q: 3 clusters Score -1003456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1003458.875000 Penalty: 4504.472168
	Iteration 42Q: 3 clusters Score -1003459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1003459.125000 Penalty: 4504.472168
	Iteration 43Q: 3 clusters Score -1003459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1003459.625000 Penalty: 4504.472168
	Iteration 44Q: 3 clusters Score -1003460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1003460.625000 Penalty: 4504.472168
	Iteration 45Q: 3 clusters Score -1003461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1003461.187500 Penalty: 4504.472168
	Iteration 46Q: 3 clusters Score -1003461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1003461.187500 Penalty: 4504.472168
	Iteration 47F: 3 clusters Score -1003461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -44368.230469 Penalty: 1505.542969
	Iteration 0F: 2 clusters Score -44368.23 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 220 members 
Entering Unmasked Estep 
Score: -42889.609375 Penalty: 3011.085938
	Iteration 0F: 3 clusters Score -42889.61 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -43080.886719 Penalty: 3011.085938
	Iteration 1F: 3 clusters Score -43080.89 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -43247.691406 Penalty: 3011.085938
	Iteration 2F: 3 clusters Score -43247.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -43328.597656 Penalty: 3011.085938
	Iteration 3Q: 3 clusters Score -43328.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -43365.453125 Penalty: 3011.085938
	Iteration 4Q: 3 clusters Score -43365.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -43425.734375 Penalty: 3011.085938
	Iteration 5Q: 3 clusters Score -43425.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -43461.085938 Penalty: 3011.085938
	Iteration 6Q: 3 clusters Score -43461.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -43497.507812 Penalty: 3011.085938
	Iteration 7Q: 3 clusters Score -43497.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -43521.492188 Penalty: 3011.085938
	Iteration 8Q: 3 clusters Score -43521.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -43537.046875 Penalty: 3011.085938
	Iteration 9Q: 3 clusters Score -43537.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -43540.605469 Penalty: 3011.085938
	Iteration 10Q: 3 clusters Score -43540.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -43540.605469 Penalty: 3011.085938
	Iteration 11F: 3 clusters Score -43540.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Entering Unmasked Estep 
Score: -1006775.750000 Penalty: 2244.238770
	Iteration 0F: 2 clusters Score -1006776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1000136.562500 Penalty: 4488.477539
	Iteration 0F: 3 clusters Score -1000137 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1001980.812500 Penalty: 4488.477539
	Iteration 1F: 3 clusters Score -1001981 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1002217.500000 Penalty: 4488.477539
	Iteration 2F: 3 clusters Score -1002218 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1002396.000000 Penalty: 4488.477539
	Iteration 3Q: 3 clusters Score -1002396 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1002539.125000 Penalty: 4488.477539
	Iteration 4Q: 3 clusters Score -1002539 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1002662.375000 Penalty: 4488.477539
	Iteration 5Q: 3 clusters Score -1002662 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1002738.187500 Penalty: 4488.477539
	Iteration 6Q: 3 clusters Score -1002738 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1002800.562500 Penalty: 4488.477539
	Iteration 7Q: 3 clusters Score -1002801 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1002860.187500 Penalty: 4488.477539
	Iteration 8Q: 3 clusters Score -1002860 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1002931.625000 Penalty: 4488.477539
	Iteration 9Q: 3 clusters Score -1002932 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1002999.562500 Penalty: 4488.477539
	Iteration 10Q: 3 clusters Score -1003000 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1003063.687500 Penalty: 4488.477539
	Iteration 11Q: 3 clusters Score -1003064 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1003131.437500 Penalty: 4488.477539
	Iteration 12Q: 3 clusters Score -1003131 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1003217.062500 Penalty: 4488.477539
	Iteration 13Q: 3 clusters Score -1003217 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1003327.875000 Penalty: 4488.477539
	Iteration 14Q: 3 clusters Score -1003328 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1003449.812500 Penalty: 4488.477539
	Iteration 15Q: 3 clusters Score -1003450 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1003572.062500 Penalty: 4488.477539
	Iteration 16Q: 3 clusters Score -1003572 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1003718.687500 Penalty: 4488.477539
	Iteration 17Q: 3 clusters Score -1003719 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1003895.500000 Penalty: 4488.477539
	Iteration 18Q: 3 clusters Score -1003896 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1004073.812500 Penalty: 4488.477539
	Iteration 19Q: 3 clusters Score -1004074 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1004246.750000 Penalty: 4488.477539
	Iteration 20F: 3 clusters Score -1004247 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1004401.562500 Penalty: 4488.477539
	Iteration 21Q: 3 clusters Score -1004402 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1004522.687500 Penalty: 4488.477539
	Iteration 22Q: 3 clusters Score -1004523 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1004635.875000 Penalty: 4488.477539
	Iteration 23Q: 3 clusters Score -1004636 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1004724.625000 Penalty: 4488.477539
	Iteration 24Q: 3 clusters Score -1004725 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1004805.062500 Penalty: 4488.477539
	Iteration 25Q: 3 clusters Score -1004805 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1004857.500000 Penalty: 4488.477539
	Iteration 26Q: 3 clusters Score -1004858 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1004884.250000 Penalty: 4488.477539
	Iteration 27Q: 3 clusters Score -1004884 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1004903.625000 Penalty: 4488.477539
	Iteration 28Q: 3 clusters Score -1004904 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1004921.937500 Penalty: 4488.477539
	Iteration 29Q: 3 clusters Score -1004922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1004932.875000 Penalty: 4488.477539
	Iteration 30Q: 3 clusters Score -1004933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1004937.375000 Penalty: 4488.477539
	Iteration 31Q: 3 clusters Score -1004937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1004942.312500 Penalty: 4488.477539
	Iteration 32Q: 3 clusters Score -1004942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1004947.375000 Penalty: 4488.477539
	Iteration 33Q: 3 clusters Score -1004947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1004949.875000 Penalty: 4488.477539
	Iteration 34Q: 3 clusters Score -1004950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1004954.125000 Penalty: 4488.477539
	Iteration 35Q: 3 clusters Score -1004954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1004960.000000 Penalty: 4488.477539
	Iteration 36Q: 3 clusters Score -1004960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1004964.250000 Penalty: 4488.477539
	Iteration 37Q: 3 clusters Score -1004964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1004967.562500 Penalty: 4488.477539
	Iteration 38Q: 3 clusters Score -1004968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1004970.500000 Penalty: 4488.477539
	Iteration 39Q: 3 clusters Score -1004970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1004977.500000 Penalty: 4488.477539
	Iteration 40F: 3 clusters Score -1004978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1004977.250000 Penalty: 4488.477539
	Iteration 41Q: 3 clusters Score -1004977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1004977.625000 Penalty: 4488.477539
	Iteration 42Q: 3 clusters Score -1004978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1004979.312500 Penalty: 4488.477539
	Iteration 43Q: 3 clusters Score -1004979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1004980.187500 Penalty: 4488.477539
	Iteration 44Q: 3 clusters Score -1004980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1004980.187500 Penalty: 4488.477539
	Iteration 45F: 3 clusters Score -1004980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Entering Unmasked Estep 
Score: -82830.359375 Penalty: 1660.251343
	Iteration 0F: 2 clusters Score -82830.36 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 412 members 
Entering Unmasked Estep 
Score: -81078.359375 Penalty: 3320.502686
	Iteration 0F: 3 clusters Score -81078.36 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -81459.859375 Penalty: 3320.502686
	Iteration 1F: 3 clusters Score -81459.86 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -81830.906250 Penalty: 3320.502686
	Iteration 2F: 3 clusters Score -81830.91 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -82086.289062 Penalty: 3320.502686
	Iteration 3F: 3 clusters Score -82086.29 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -82337.054688 Penalty: 3320.502686
	Iteration 4F: 3 clusters Score -82337.05 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -82767.835938 Penalty: 3320.502686
	Iteration 5F: 3 clusters Score -82767.84 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -83132.000000 Penalty: 3320.502686
	Iteration 6Q: 3 clusters Score -83132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -83224.468750 Penalty: 3320.502686
	Iteration 7Q: 3 clusters Score -83224.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -83258.875000 Penalty: 3320.502686
	Iteration 8Q: 3 clusters Score -83258.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -83272.515625 Penalty: 3320.502686
	Iteration 9Q: 3 clusters Score -83272.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -83286.695312 Penalty: 3320.502686
	Iteration 10Q: 3 clusters Score -83286.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -83296.968750 Penalty: 3320.502686
	Iteration 11Q: 3 clusters Score -83296.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -83297.906250 Penalty: 3320.502686
	Iteration 12Q: 3 clusters Score -83297.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -83302.882812 Penalty: 3320.502686
	Iteration 13Q: 3 clusters Score -83302.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -83302.882812 Penalty: 3320.502686
	Iteration 14F: 3 clusters Score -83302.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 10506 members 
Mstep: Class 3 contains 57330 members 
Mstep: Class 4 contains 9267 members 
Mstep: Class 5 contains 4138 members 
Mstep: Class 6 contains 17496 members 
Mstep: Class 7 contains 14955 members 
Mstep: Class 8 contains 126260 members 
Mstep: Class 9 contains 12343 members 
Mstep: Class 10 contains 200124 members 
Mstep: Class 11 contains 212385 members 
Mstep: Class 12 contains 12635 members 
Mstep: Class 13 contains 326212 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41740 members 
Mstep: Class 16 contains 41316 members 
Mstep: Class 17 contains 11658 members 
Mstep: Class 18 contains 16563 members 
Mstep: Class 19 contains 6482 members 
Mstep: Class 20 contains 6028 members 
Mstep: Class 21 contains 40369 members 
Mstep: Class 22 contains 28448 members 
Mstep: Class 23 contains 175821 members 
Mstep: Class 24 contains 94153 members 
Mstep: Class 25 contains 8812 members 
Mstep: Class 26 contains 228231 members 
Mstep: Class 27 contains 29882 members 
Mstep: Class 28 contains 3444 members 
Mstep: Class 29 contains 6329 members 
Mstep: Class 30 contains 103819 members 
Mstep: Class 31 contains 14552 members 
Mstep: Class 32 contains 3099 members 
Mstep: Class 33 contains 82154 members 
Mstep: Class 34 contains 8905 members 
Mstep: Class 35 contains 8792 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8513 members 
Mstep: Class 38 contains 240 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 10414 members 
Mstep: Class 41 contains 997 members 
Mstep: Class 42 contains 568 members 
Entering Unmasked Estep 
Score: -235460080.000000 Penalty: 151070.828125
Splitting cluster 38 changes total score from -235461936.000000 to -235460080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (1190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Entering Unmasked Estep 
Score: -128056.921875 Penalty: 1756.263672
	Iteration 0F: 2 clusters Score -128056.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -126017.335938 Penalty: 3512.527344
	Iteration 0F: 3 clusters Score -126017.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -126563.171875 Penalty: 3512.527344
	Iteration 1F: 3 clusters Score -126563.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -126893.765625 Penalty: 3512.527344
	Iteration 2F: 3 clusters Score -126893.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -127154.953125 Penalty: 3512.527344
	Iteration 3F: 3 clusters Score -127155 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -127397.093750 Penalty: 3512.527344
	Iteration 4F: 3 clusters Score -127397.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -127579.085938 Penalty: 3512.527344
	Iteration 5Q: 3 clusters Score -127579.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -127722.710938 Penalty: 3512.527344
	Iteration 6Q: 3 clusters Score -127722.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -127833.085938 Penalty: 3512.527344
	Iteration 7Q: 3 clusters Score -127833.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -128042.507812 Penalty: 3512.527344
	Iteration 8Q: 3 clusters Score -128042.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -128191.437500 Penalty: 3512.527344
	Iteration 9Q: 3 clusters Score -128191.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -128280.117188 Penalty: 3512.527344
	Iteration 10Q: 3 clusters Score -128280.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -128327.648438 Penalty: 3512.527344
	Iteration 11Q: 3 clusters Score -128327.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -128339.828125 Penalty: 3512.527344
	Iteration 12Q: 3 clusters Score -128339.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -128344.492188 Penalty: 3512.527344
	Iteration 13Q: 3 clusters Score -128344.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -128345.710938 Penalty: 3512.527344
	Iteration 14Q: 3 clusters Score -128345.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -128346.601562 Penalty: 3512.527344
	Iteration 15Q: 3 clusters Score -128346.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -128348.156250 Penalty: 3512.527344
	Iteration 16Q: 3 clusters Score -128348.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -128349.796875 Penalty: 3512.527344
	Iteration 17Q: 3 clusters Score -128349.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -128349.796875 Penalty: 3512.527344
	Iteration 18F: 3 clusters Score -128349.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 10506 members 
Mstep: Class 3 contains 57330 members 
Mstep: Class 4 contains 9267 members 
Mstep: Class 5 contains 4138 members 
Mstep: Class 6 contains 17496 members 
Mstep: Class 7 contains 14955 members 
Mstep: Class 8 contains 126260 members 
Mstep: Class 9 contains 12343 members 
Mstep: Class 10 contains 200124 members 
Mstep: Class 11 contains 212385 members 
Mstep: Class 12 contains 12635 members 
Mstep: Class 13 contains 326212 members 
Mstep: Class 14 contains 310 members 
Mstep: Class 15 contains 41740 members 
Mstep: Class 16 contains 41316 members 
Mstep: Class 17 contains 11658 members 
Mstep: Class 18 contains 16563 members 
Mstep: Class 19 contains 6482 members 
Mstep: Class 20 contains 6028 members 
Mstep: Class 21 contains 40369 members 
Mstep: Class 22 contains 28448 members 
Mstep: Class 23 contains 175821 members 
Mstep: Class 24 contains 94153 members 
Mstep: Class 25 contains 8812 members 
Mstep: Class 26 contains 228231 members 
Mstep: Class 27 contains 29882 members 
Mstep: Class 28 contains 3444 members 
Mstep: Class 29 contains 6329 members 
Mstep: Class 30 contains 103819 members 
Mstep: Class 31 contains 14552 members 
Mstep: Class 32 contains 3099 members 
Mstep: Class 33 contains 82154 members 
Mstep: Class 34 contains 8905 members 
Mstep: Class 35 contains 8792 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 8513 members 
Mstep: Class 38 contains 808 members 
Mstep: Class 39 contains 449 members 
Mstep: Class 40 contains 10414 members 
Mstep: Class 41 contains 997 members 
Mstep: Class 42 contains 741 members 
Entering Unmasked Estep 
Score: -235460768.000000 Penalty: 151070.828125
Splitting cluster 39 changes total score from -235461936.000000 to -235460768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (10414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Entering Unmasked Estep 
Score: -1261726.250000 Penalty: 2294.224609
	Iteration 0F: 2 clusters Score -1261726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1253905.750000 Penalty: 4588.449219
	Iteration 0F: 3 clusters Score -1253906 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1256362.875000 Penalty: 4588.449219
	Iteration 1F: 3 clusters Score -1256363 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1256764.000000 Penalty: 4588.449219
	Iteration 2F: 3 clusters Score -1256764 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1257048.000000 Penalty: 4588.449219
	Iteration 3F: 3 clusters Score -1257048 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1257313.000000 Penalty: 4588.449219
	Iteration 4Q: 3 clusters Score -1257313 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1257540.375000 Penalty: 4588.449219
	Iteration 5Q: 3 clusters Score -1257540 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1257712.375000 Penalty: 4588.449219
	Iteration 6Q: 3 clusters Score -1257712 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1257856.875000 Penalty: 4588.449219
	Iteration 7Q: 3 clusters Score -1257857 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1258016.875000 Penalty: 4588.449219
	Iteration 8Q: 3 clusters Score -1258017 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1258183.625000 Penalty: 4588.449219
	Iteration 9Q: 3 clusters Score -1258184 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1258364.875000 Penalty: 4588.449219
	Iteration 10Q: 3 clusters Score -1258365 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1258570.125000 Penalty: 4588.449219
	Iteration 11Q: 3 clusters Score -1258570 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1258733.500000 Penalty: 4588.449219
	Iteration 12Q: 3 clusters Score -1258734 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1258856.875000 Penalty: 4588.449219
	Iteration 13Q: 3 clusters Score -1258857 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1258964.625000 Penalty: 4588.449219
	Iteration 14Q: 3 clusters Score -1258965 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1259042.000000 Penalty: 4588.449219
	Iteration 15Q: 3 clusters Score -1259042 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1259095 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1259126.375000 Penalty: 4588.449219
	Iteration 17Q: 3 clusters Score -1259126 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1259146.375000 Penalty: 4588.449219
	Iteration 18Q: 3 clusters Score -1259146 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1259162.250000 Penalty: 4588.449219
	Iteration 19Q: 3 clusters Score -1259162 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1259178.250000 Penalty: 4588.449219
	Iteration 20F: 3 clusters Score -1259178 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1259191.625000 Penalty: 4588.449219
	Iteration 21Q: 3 clusters Score -1259192 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1259202.250000 Penalty: 4588.449219
	Iteration 22Q: 3 clusters Score -1259202 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1259212.000000 Penalty: 4588.449219
	Iteration 23Q: 3 clusters Score -1259212 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1259223.875000 Penalty: 4588.449219
	Iteration 24Q: 3 clusters Score -1259224 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1259237.125000 Penalty: 4588.449219
	Iteration 25Q: 3 clusters Score -1259237 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1259245.625000 Penalty: 4588.449219
	Iteration 26Q: 3 clusters Score -1259246 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1259253.250000 Penalty: 4588.449219
	Iteration 27Q: 3 clusters Score -1259253 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1259262.250000 Penalty: 4588.449219
	Iteration 28Q: 3 clusters Score -1259262 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1259278 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1259288.750000 Penalty: 4588.449219
	Iteration 30Q: 3 clusters Score -1259289 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1259301.250000 Penalty: 4588.449219
	Iteration 31Q: 3 clusters Score -1259301 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1259316.125000 Penalty: 4588.449219
	Iteration 32Q: 3 clusters Score -1259316 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1259326 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1259334.000000 Penalty: 4588.449219
	Iteration 34Q: 3 clusters Score -1259334 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1259345.875000 Penalty: 4588.449219
	Iteration 35Q: 3 clusters Score -1259346 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1259353 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1259364 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1259374 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1259383 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1259400 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1259419 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1259430 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1259439 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1259456 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1259466 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1259475 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1259485 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1259494 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1259508 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1259518 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1259532 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1259541 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1259556 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1259562 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1259568 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1259578 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1259583 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1259591 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1259595 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1259606.500000 Penalty: 4588.449219
	Iteration 60F: 3 clusters Score -1259606 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1259610.750000 Penalty: 4588.449219
	Iteration 61Q: 3 clusters Score -1259611 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1259620.500000 Penalty: 4588.449219
	Iteration 62Q: 3 clusters Score -1259620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1259626.875000 Penalty: 4588.449219
	Iteration 63Q: 3 clusters Score -1259627 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1259629.375000 Penalty: 4588.449219
	Iteration 64Q: 3 clusters Score -1259629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1259633.500000 Penalty: 4588.449219
	Iteration 65Q: 3 clusters Score -1259634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1259637.250000 Penalty: 4588.449219
	Iteration 66Q: 3 clusters Score -1259637 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1259641.375000 Penalty: 4588.449219
	Iteration 67Q: 3 clusters Score -1259641 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1259651.250000 Penalty: 4588.449219
	Iteration 68Q: 3 clusters Score -1259651 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1259661.750000 Penalty: 4588.449219
	Iteration 69Q: 3 clusters Score -1259662 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1259670.250000 Penalty: 4588.449219
	Iteration 70Q: 3 clusters Score -1259670 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1259680.375000 Penalty: 4588.449219
	Iteration 71Q: 3 clusters Score -1259680 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1259688.000000 Penalty: 4588.449219
	Iteration 72Q: 3 clusters Score -1259688 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1259695.375000 Penalty: 4588.449219
	Iteration 73Q: 3 clusters Score -1259695 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1259706.375000 Penalty: 4588.449219
	Iteration 74Q: 3 clusters Score -1259706 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1259715.125000 Penalty: 4588.449219
	Iteration 75Q: 3 clusters Score -1259715 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1259729.500000 Penalty: 4588.449219
	Iteration 76Q: 3 clusters Score -1259730 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1259732.000000 Penalty: 4588.449219
	Iteration 77Q: 3 clusters Score -1259732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1259744.500000 Penalty: 4588.449219
	Iteration 78Q: 3 clusters Score -1259744 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1259750.000000 Penalty: 4588.449219
	Iteration 79Q: 3 clusters Score -1259750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1259753.625000 Penalty: 4588.449219
	Iteration 80F: 3 clusters Score -1259754 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1259764.625000 Penalty: 4588.449219
	Iteration 81Q: 3 clusters Score -1259765 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1259772.000000 Penalty: 4588.449219
	Iteration 82Q: 3 clusters Score -1259772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1259779.250000 Penalty: 4588.449219
	Iteration 83Q: 3 clusters Score -1259779 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1259788.500000 Penalty: 4588.449219
	Iteration 84Q: 3 clusters Score -1259788 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1259797.500000 Penalty: 4588.449219
	Iteration 85Q: 3 clusters Score -1259798 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1259808.125000 Penalty: 4588.449219
	Iteration 86Q: 3 clusters Score -1259808 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1259820.625000 Penalty: 4588.449219
	Iteration 87Q: 3 clusters Score -1259821 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1259827.250000 Penalty: 4588.449219
	Iteration 88Q: 3 clusters Score -1259827 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1259831.625000 Penalty: 4588.449219
	Iteration 89Q: 3 clusters Score -1259832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1259838.625000 Penalty: 4588.449219
	Iteration 90Q: 3 clusters Score -1259839 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1259841.125000 Penalty: 4588.449219
	Iteration 91Q: 3 clusters Score -1259841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1259841.000000 Penalty: 4588.449219
	Iteration 92Q: 3 clusters Score -1259841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1259842.625000 Penalty: 4588.449219
	Iteration 93Q: 3 clusters Score -1259843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1259845.000000 Penalty: 4588.449219
	Iteration 94Q: 3 clusters Score -1259845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1259848.375000 Penalty: 4588.449219
	Iteration 95Q: 3 clusters Score -1259848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1259849.875000 Penalty: 4588.449219
	Iteration 96Q: 3 clusters Score -1259850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1259851.250000 Penalty: 4588.449219
	Iteration 97Q: 3 clusters Score -1259851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1259853.750000 Penalty: 4588.449219
	Iteration 98Q: 3 clusters Score -1259854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1259861.000000 Penalty: 4588.449219
	Iteration 99Q: 3 clusters Score -1259861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1259859.625000 Penalty: 4588.449219
	Iteration 100F: 3 clusters Score -1259860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1259860.000000 Penalty: 4588.449219
	Iteration 101Q: 3 clusters Score -1259860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1259860.875000 Penalty: 4588.449219
	Iteration 102Q: 3 clusters Score -1259861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1259862.875000 Penalty: 4588.449219
	Iteration 103Q: 3 clusters Score -1259863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1259861.875000 Penalty: 4588.449219
	Iteration 104Q: 3 clusters Score -1259862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1259862.875000 Penalty: 4588.449219
	Iteration 105Q: 3 clusters Score -1259863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1259862.875000 Penalty: 4588.449219
	Iteration 106Q: 3 clusters Score -1259863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1259865.750000 Penalty: 4588.449219
	Iteration 107Q: 3 clusters Score -1259866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1259867.000000 Penalty: 4588.449219
	Iteration 108Q: 3 clusters Score -1259867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1259872.250000 Penalty: 4588.449219
	Iteration 109Q: 3 clusters Score -1259872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1259873.375000 Penalty: 4588.449219
	Iteration 110Q: 3 clusters Score -1259873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1259876.125000 Penalty: 4588.449219
	Iteration 111Q: 3 clusters Score -1259876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1259879.125000 Penalty: 4588.449219
	Iteration 112Q: 3 clusters Score -1259879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1259882.750000 Penalty: 4588.449219
	Iteration 113Q: 3 clusters Score -1259883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1259883.750000 Penalty: 4588.449219
	Iteration 114Q: 3 clusters Score -1259884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1259888.500000 Penalty: 4588.449219
	Iteration 115Q: 3 clusters Score -1259888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1259888.500000 Penalty: 4588.449219
	Iteration 116Q: 3 clusters Score -1259888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1259891.000000 Penalty: 4588.449219
	Iteration 117Q: 3 clusters Score -1259891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1259891.000000 Penalty: 4588.449219
	Iteration 118Q: 3 clusters Score -1259891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1259891.500000 Penalty: 4588.449219
	Iteration 119Q: 3 clusters Score -1259892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1259889.875000 Penalty: 4588.449219
	Iteration 120F: 3 clusters Score -1259890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1259892.500000 Penalty: 4588.449219
	Iteration 121Q: 3 clusters Score -1259892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1259892.125000 Penalty: 4588.449219
	Iteration 122Q: 3 clusters Score -1259892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1259893.875000 Penalty: 4588.449219
	Iteration 123Q: 3 clusters Score -1259894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1259894.875000 Penalty: 4588.449219
	Iteration 124Q: 3 clusters Score -1259895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1259894.875000 Penalty: 4588.449219
	Iteration 125Q: 3 clusters Score -1259895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1259896.500000 Penalty: 4588.449219
	Iteration 126Q: 3 clusters Score -1259896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1259892.875000 Penalty: 4588.449219
	Iteration 127Q: 3 clusters Score -1259893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1259897.625000 Penalty: 4588.449219
	Iteration 128Q: 3 clusters Score -1259898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1259897.750000 Penalty: 4588.449219
	Iteration 129Q: 3 clusters Score -1259898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1259897.750000 Penalty: 4588.449219
	Iteration 130Q: 3 clusters Score -1259898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1259899.000000 Penalty: 4588.449219
	Iteration 131Q: 3 clusters Score -1259899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1259897.500000 Penalty: 4588.449219
	Iteration 132Q: 3 clusters Score -1259898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1259897.500000 Penalty: 4588.449219
	Iteration 133F: 3 clusters Score -1259898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Entering Unmasked Estep 
Score: -99373.109375 Penalty: 1712.378174
	Iteration 0F: 2 clusters Score -99373.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -97489.570312 Penalty: 3424.756348
	Iteration 0F: 3 clusters Score -97489.57 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -97876.148438 Penalty: 3424.756348
	Iteration 1F: 3 clusters Score -97876.15 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -98084.351562 Penalty: 3424.756348
	Iteration 2F: 3 clusters Score -98084.35 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -98246.539062 Penalty: 3424.756348
	Iteration 3F: 3 clusters Score -98246.54 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -98390.031250 Penalty: 3424.756348
	Iteration 4F: 3 clusters Score -98390.03 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -98487.101562 Penalty: 3424.756348
	Iteration 5Q: 3 clusters Score -98487.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -98538.234375 Penalty: 3424.756348
	Iteration 6Q: 3 clusters Score -98538.23 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -98590.890625 Penalty: 3424.756348
	Iteration 7Q: 3 clusters Score -98590.89 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -98695.390625 Penalty: 3424.756348
	Iteration 8Q: 3 clusters Score -98695.39 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -98776.367188 Penalty: 3424.756348
	Iteration 9Q: 3 clusters Score -98776.37 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -98819.125000 Penalty: 3424.756348
	Iteration 10Q: 3 clusters Score -98819.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -98857.265625 Penalty: 3424.756348
	Iteration 11Q: 3 clusters Score -98857.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -98879.179688 Penalty: 3424.756348
	Iteration 12Q: 3 clusters Score -98879.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -98893.539062 Penalty: 3424.756348
	Iteration 13Q: 3 clusters Score -98893.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -98901.367188 Penalty: 3424.756348
	Iteration 14Q: 3 clusters Score -98901.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -98901.367188 Penalty: 3424.756348
	Iteration 15F: 3 clusters Score -98901.37 nChanged 0
--- Evaluating fit on full set of 5970496 points ---
Entering Unmasked Estep 
Score: -733929408.000000 Penalty: 158644.593750
20->42 Clusters: Score -733929408.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 1990165 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99462 members 
Mstep: Class 2 contains 100151 members 
Mstep: Class 3 contains 99471 members 
Mstep: Class 4 contains 99430 members 
Mstep: Class 5 contains 99768 members 
Mstep: Class 6 contains 99357 members 
Mstep: Class 7 contains 99607 members 
Mstep: Class 8 contains 99599 members 
Mstep: Class 9 contains 98886 members 
Mstep: Class 10 contains 99628 members 
Mstep: Class 11 contains 99301 members 
Mstep: Class 12 contains 99191 members 
Mstep: Class 13 contains 100223 members 
Mstep: Class 14 contains 99356 members 
Mstep: Class 15 contains 99155 members 
Mstep: Class 16 contains 98894 members 
Mstep: Class 17 contains 100000 members 
Mstep: Class 18 contains 99373 members 
Mstep: Class 19 contains 99763 members 
Mstep: Class 20 contains 99550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 965.628601 but Gain 3596.929688
Score: -224174240.000000 Penalty: 68341.562500
Iteration 0F: 20 clusters Score -2.241742e+08 nChanged 1884886
Entering Unmasked Mstep 
Mstep: Class 0 contains 2720 members 
Mstep: Class 1 contains 67842 members 
Mstep: Class 2 contains 118037 members 
Mstep: Class 3 contains 130509 members 
Mstep: Class 4 contains 222109 members 
Mstep: Class 5 contains 210532 members 
Mstep: Class 6 contains 50673 members 
Mstep: Class 7 contains 180189 members 
Mstep: Class 8 contains 192518 members 
Mstep: Class 9 contains 142427 members 
Mstep: Class 10 contains 82996 members 
Mstep: Class 11 contains 32350 members 
Mstep: Class 12 contains 55526 members 
Mstep: Class 13 contains 24139 members 
Mstep: Class 14 contains 29463 members 
Mstep: Class 15 contains 152304 members 
Mstep: Class 16 contains 87585 members 
Mstep: Class 17 contains 66913 members 
Mstep: Class 18 contains 65462 members 
Mstep: Class 19 contains 75871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -230530528.000000 Penalty: 68341.562500
Iteration 1F: 20 clusters Score -2.305305e+08 nChanged 748826
Entering Unmasked Mstep 
Mstep: Class 0 contains 2493 members 
Mstep: Class 1 contains 52360 members 
Mstep: Class 2 contains 112168 members 
Mstep: Class 3 contains 103841 members 
Mstep: Class 4 contains 210449 members 
Mstep: Class 5 contains 273751 members 
Mstep: Class 6 contains 46979 members 
Mstep: Class 7 contains 232900 members 
Mstep: Class 8 contains 205577 members 
Mstep: Class 9 contains 126869 members 
Mstep: Class 10 contains 63005 members 
Mstep: Class 11 contains 15652 members 
Mstep: Class 12 contains 49244 members 
Mstep: Class 13 contains 18767 members 
Mstep: Class 14 contains 11646 members 
Mstep: Class 15 contains 180497 members 
Mstep: Class 16 contains 90218 members 
Mstep: Class 17 contains 67375 members 
Mstep: Class 18 contains 63682 members 
Mstep: Class 19 contains 62692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -232069136.000000 Penalty: 68341.562500
Iteration 2F: 20 clusters Score -2.320691e+08 nChanged 554264
Entering Unmasked Mstep 
Mstep: Class 0 contains 2419 members 
Mstep: Class 1 contains 37576 members 
Mstep: Class 2 contains 86749 members 
Mstep: Class 3 contains 86906 members 
Mstep: Class 4 contains 188572 members 
Mstep: Class 5 contains 299602 members 
Mstep: Class 6 contains 42431 members 
Mstep: Class 7 contains 272944 members 
Mstep: Class 8 contains 215244 members 
Mstep: Class 9 contains 116089 members 
Mstep: Class 10 contains 52206 members 
Mstep: Class 11 contains 10608 members 
Mstep: Class 12 contains 51869 members 
Mstep: Class 13 contains 19454 members 
Mstep: Class 14 contains 6531 members 
Mstep: Class 15 contains 179096 members 
Mstep: Class 16 contains 102175 members 
Mstep: Class 17 contains 85488 members 
Mstep: Class 18 contains 68466 members 
Mstep: Class 19 contains 65740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -232944016.000000 Penalty: 68341.562500
Iteration 3F: 20 clusters Score -2.32944e+08 nChanged 413035
Entering Unmasked Mstep 
Mstep: Class 0 contains 2334 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 62100 members 
Mstep: Class 3 contains 73946 members 
Mstep: Class 4 contains 175008 members 
Mstep: Class 5 contains 307574 members 
Mstep: Class 6 contains 35328 members 
Mstep: Class 7 contains 305819 members 
Mstep: Class 8 contains 216696 members 
Mstep: Class 9 contains 104769 members 
Mstep: Class 10 contains 49981 members 
Mstep: Class 11 contains 8716 members 
Mstep: Class 12 contains 58565 members 
Mstep: Class 13 contains 18656 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 165377 members 
Mstep: Class 16 contains 116690 members 
Mstep: Class 17 contains 114198 members 
Mstep: Class 18 contains 73034 members 
Mstep: Class 19 contains 70094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233436448.000000 Penalty: 68341.562500
Iteration 4F: 20 clusters Score -2.334364e+08 nChanged 305044
Entering Unmasked Mstep 
Mstep: Class 0 contains 2127 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 46074 members 
Mstep: Class 3 contains 63770 members 
Mstep: Class 4 contains 171393 members 
Mstep: Class 5 contains 297590 members 
Mstep: Class 6 contains 28655 members 
Mstep: Class 7 contains 330983 members 
Mstep: Class 8 contains 215703 members 
Mstep: Class 9 contains 95969 members 
Mstep: Class 10 contains 53532 members 
Mstep: Class 11 contains 9014 members 
Mstep: Class 12 contains 63740 members 
Mstep: Class 13 contains 16425 members 
Mstep: Class 14 contains 4119 members 
Mstep: Class 15 contains 154865 members 
Mstep: Class 16 contains 126937 members 
Mstep: Class 17 contains 140494 members 
Mstep: Class 18 contains 76372 members 
Mstep: Class 19 contains 72217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233750064.000000 Penalty: 68341.562500
Iteration 5F: 20 clusters Score -2.337501e+08 nChanged 237789
Entering Unmasked Mstep 
Mstep: Class 0 contains 2039 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 34221 members 
Mstep: Class 3 contains 56569 members 
Mstep: Class 4 contains 178622 members 
Mstep: Class 5 contains 279872 members 
Mstep: Class 6 contains 23795 members 
Mstep: Class 7 contains 346328 members 
Mstep: Class 8 contains 213315 members 
Mstep: Class 9 contains 90235 members 
Mstep: Class 10 contains 57922 members 
Mstep: Class 11 contains 9678 members 
Mstep: Class 12 contains 66311 members 
Mstep: Class 13 contains 13814 members 
Mstep: Class 14 contains 4263 members 
Mstep: Class 15 contains 149439 members 
Mstep: Class 16 contains 132914 members 
Mstep: Class 17 contains 162194 members 
Mstep: Class 18 contains 78574 members 
Mstep: Class 19 contains 74083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233990688.000000 Penalty: 68341.562500
Iteration 6F: 20 clusters Score -2.339907e+08 nChanged 199696
Entering Unmasked Mstep 
Mstep: Class 0 contains 1721 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 24340 members 
Mstep: Class 3 contains 51750 members 
Mstep: Class 4 contains 193655 members 
Mstep: Class 5 contains 259879 members 
Mstep: Class 6 contains 19656 members 
Mstep: Class 7 contains 352764 members 
Mstep: Class 8 contains 208080 members 
Mstep: Class 9 contains 85922 members 
Mstep: Class 10 contains 61719 members 
Mstep: Class 11 contains 10003 members 
Mstep: Class 12 contains 66413 members 
Mstep: Class 13 contains 12159 members 
Mstep: Class 14 contains 4822 members 
Mstep: Class 15 contains 152595 members 
Mstep: Class 16 contains 136078 members 
Mstep: Class 17 contains 179672 members 
Mstep: Class 18 contains 79243 members 
Mstep: Class 19 contains 76532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234191936.000000 Penalty: 68341.562500
Iteration 7F: 20 clusters Score -2.341919e+08 nChanged 172015
Entering Unmasked Mstep 
Mstep: Class 0 contains 1164 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 16606 members 
Mstep: Class 3 contains 48415 members 
Mstep: Class 4 contains 211907 members 
Mstep: Class 5 contains 239828 members 
Mstep: Class 6 contains 16123 members 
Mstep: Class 7 contains 353981 members 
Mstep: Class 8 contains 200709 members 
Mstep: Class 9 contains 82252 members 
Mstep: Class 10 contains 64861 members 
Mstep: Class 11 contains 10169 members 
Mstep: Class 12 contains 65425 members 
Mstep: Class 13 contains 10518 members 
Mstep: Class 14 contains 5414 members 
Mstep: Class 15 contains 160642 members 
Mstep: Class 16 contains 137639 members 
Mstep: Class 17 contains 194130 members 
Mstep: Class 18 contains 79599 members 
Mstep: Class 19 contains 79460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234368784.000000 Penalty: 68341.562500
Iteration 8F: 20 clusters Score -2.343688e+08 nChanged 145998
Entering Unmasked Mstep 
Mstep: Class 0 contains 681 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 11151 members 
Mstep: Class 3 contains 46113 members 
Mstep: Class 4 contains 229788 members 
Mstep: Class 5 contains 220080 members 
Mstep: Class 6 contains 13470 members 
Mstep: Class 7 contains 355515 members 
Mstep: Class 8 contains 192948 members 
Mstep: Class 9 contains 78546 members 
Mstep: Class 10 contains 67995 members 
Mstep: Class 11 contains 10254 members 
Mstep: Class 12 contains 64842 members 
Mstep: Class 13 contains 8609 members 
Mstep: Class 14 contains 5979 members 
Mstep: Class 15 contains 167551 members 
Mstep: Class 16 contains 138319 members 
Mstep: Class 17 contains 205385 members 
Mstep: Class 18 contains 80369 members 
Mstep: Class 19 contains 82180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234496640.000000 Penalty: 68341.562500
Iteration 9F: 20 clusters Score -2.344966e+08 nChanged 123281
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 7627 members 
Mstep: Class 3 contains 44506 members 
Mstep: Class 4 contains 245856 members 
Mstep: Class 5 contains 202644 members 
Mstep: Class 6 contains 11717 members 
Mstep: Class 7 contains 358498 members 
Mstep: Class 8 contains 184747 members 
Mstep: Class 9 contains 74610 members 
Mstep: Class 10 contains 71186 members 
Mstep: Class 11 contains 10442 members 
Mstep: Class 12 contains 64724 members 
Mstep: Class 13 contains 7257 members 
Mstep: Class 14 contains 6519 members 
Mstep: Class 15 contains 172292 members 
Mstep: Class 16 contains 138107 members 
Mstep: Class 17 contains 213821 members 
Mstep: Class 18 contains 81693 members 
Mstep: Class 19 contains 83275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234601568.000000 Penalty: 68341.562500
Iteration 10F: 20 clusters Score -2.346016e+08 nChanged 104067
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 5510 members 
Mstep: Class 3 contains 43222 members 
Mstep: Class 4 contains 260045 members 
Mstep: Class 5 contains 190328 members 
Mstep: Class 6 contains 10531 members 
Mstep: Class 7 contains 360632 members 
Mstep: Class 8 contains 176648 members 
Mstep: Class 9 contains 70589 members 
Mstep: Class 10 contains 74341 members 
Mstep: Class 11 contains 10733 members 
Mstep: Class 12 contains 64580 members 
Mstep: Class 13 contains 6286 members 
Mstep: Class 14 contains 7064 members 
Mstep: Class 15 contains 175014 members 
Mstep: Class 16 contains 137534 members 
Mstep: Class 17 contains 219734 members 
Mstep: Class 18 contains 83612 members 
Mstep: Class 19 contains 82702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234673856.000000 Penalty: 68341.562500
Iteration 11F: 20 clusters Score -2.346739e+08 nChanged 88741
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 4248 members 
Mstep: Class 3 contains 41942 members 
Mstep: Class 4 contains 272359 members 
Mstep: Class 5 contains 182520 members 
Mstep: Class 6 contains 9818 members 
Mstep: Class 7 contains 362170 members 
Mstep: Class 8 contains 168788 members 
Mstep: Class 9 contains 67005 members 
Mstep: Class 10 contains 77202 members 
Mstep: Class 11 contains 11014 members 
Mstep: Class 12 contains 64206 members 
Mstep: Class 13 contains 5512 members 
Mstep: Class 14 contains 7686 members 
Mstep: Class 15 contains 176672 members 
Mstep: Class 16 contains 136725 members 
Mstep: Class 17 contains 223315 members 
Mstep: Class 18 contains 85714 members 
Mstep: Class 19 contains 80968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234727968.000000 Penalty: 68341.562500
Iteration 12Q: 20 clusters Score -2.34728e+08 nChanged 77470
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 3739 members 
Mstep: Class 3 contains 40755 members 
Mstep: Class 4 contains 282549 members 
Mstep: Class 5 contains 178368 members 
Mstep: Class 6 contains 9485 members 
Mstep: Class 7 contains 363191 members 
Mstep: Class 8 contains 161550 members 
Mstep: Class 9 contains 63882 members 
Mstep: Class 10 contains 79488 members 
Mstep: Class 11 contains 11244 members 
Mstep: Class 12 contains 63162 members 
Mstep: Class 13 contains 4997 members 
Mstep: Class 14 contains 8320 members 
Mstep: Class 15 contains 177802 members 
Mstep: Class 16 contains 135737 members 
Mstep: Class 17 contains 225049 members 
Mstep: Class 18 contains 87862 members 
Mstep: Class 19 contains 78833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234769600.000000 Penalty: 68341.562500
Iteration 13Q: 20 clusters Score -2.347696e+08 nChanged 68652
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 3769 members 
Mstep: Class 3 contains 39612 members 
Mstep: Class 4 contains 290910 members 
Mstep: Class 5 contains 177064 members 
Mstep: Class 6 contains 9480 members 
Mstep: Class 7 contains 364091 members 
Mstep: Class 8 contains 154895 members 
Mstep: Class 9 contains 61190 members 
Mstep: Class 10 contains 81286 members 
Mstep: Class 11 contains 11470 members 
Mstep: Class 12 contains 61489 members 
Mstep: Class 13 contains 4718 members 
Mstep: Class 14 contains 8859 members 
Mstep: Class 15 contains 178950 members 
Mstep: Class 16 contains 134653 members 
Mstep: Class 17 contains 225383 members 
Mstep: Class 18 contains 89938 members 
Mstep: Class 19 contains 76204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234806144.000000 Penalty: 68341.562500
Iteration 14Q: 20 clusters Score -2.348061e+08 nChanged 61506
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 4156 members 
Mstep: Class 3 contains 38408 members 
Mstep: Class 4 contains 297573 members 
Mstep: Class 5 contains 178096 members 
Mstep: Class 6 contains 9635 members 
Mstep: Class 7 contains 365211 members 
Mstep: Class 8 contains 148621 members 
Mstep: Class 9 contains 58795 members 
Mstep: Class 10 contains 82562 members 
Mstep: Class 11 contains 11708 members 
Mstep: Class 12 contains 59671 members 
Mstep: Class 13 contains 4636 members 
Mstep: Class 14 contains 9405 members 
Mstep: Class 15 contains 180561 members 
Mstep: Class 16 contains 133677 members 
Mstep: Class 17 contains 224523 members 
Mstep: Class 18 contains 91485 members 
Mstep: Class 19 contains 73347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234835520.000000 Penalty: 68341.562500
Iteration 15Q: 20 clusters Score -2.348355e+08 nChanged 55055
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 4422 members 
Mstep: Class 3 contains 37305 members 
Mstep: Class 4 contains 302366 members 
Mstep: Class 5 contains 180521 members 
Mstep: Class 6 contains 9872 members 
Mstep: Class 7 contains 366916 members 
Mstep: Class 8 contains 142625 members 
Mstep: Class 9 contains 56761 members 
Mstep: Class 10 contains 83555 members 
Mstep: Class 11 contains 11937 members 
Mstep: Class 12 contains 58246 members 
Mstep: Class 13 contains 4624 members 
Mstep: Class 14 contains 9964 members 
Mstep: Class 15 contains 182495 members 
Mstep: Class 16 contains 132850 members 
Mstep: Class 17 contains 222744 members 
Mstep: Class 18 contains 92713 members 
Mstep: Class 19 contains 70558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234863120.000000 Penalty: 68341.562500
Iteration 16Q: 20 clusters Score -2.348631e+08 nChanged 51444
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 4593 members 
Mstep: Class 3 contains 36248 members 
Mstep: Class 4 contains 305621 members 
Mstep: Class 5 contains 184510 members 
Mstep: Class 6 contains 10147 members 
Mstep: Class 7 contains 369351 members 
Mstep: Class 8 contains 136688 members 
Mstep: Class 9 contains 54949 members 
Mstep: Class 10 contains 84559 members 
Mstep: Class 11 contains 12135 members 
Mstep: Class 12 contains 56633 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 10428 members 
Mstep: Class 15 contains 184909 members 
Mstep: Class 16 contains 132269 members 
Mstep: Class 17 contains 220040 members 
Mstep: Class 18 contains 93478 members 
Mstep: Class 19 contains 67878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234887616.000000 Penalty: 68341.562500
Iteration 17Q: 20 clusters Score -2.348876e+08 nChanged 48802
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 4706 members 
Mstep: Class 3 contains 35268 members 
Mstep: Class 4 contains 307731 members 
Mstep: Class 5 contains 189243 members 
Mstep: Class 6 contains 10383 members 
Mstep: Class 7 contains 372490 members 
Mstep: Class 8 contains 130934 members 
Mstep: Class 9 contains 53326 members 
Mstep: Class 10 contains 85381 members 
Mstep: Class 11 contains 12343 members 
Mstep: Class 12 contains 54570 members 
Mstep: Class 13 contains 4620 members 
Mstep: Class 14 contains 10886 members 
Mstep: Class 15 contains 187967 members 
Mstep: Class 16 contains 131809 members 
Mstep: Class 17 contains 216846 members 
Mstep: Class 18 contains 94085 members 
Mstep: Class 19 contains 65250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234909360.000000 Penalty: 68341.562500
Iteration 18Q: 20 clusters Score -2.349094e+08 nChanged 46791
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 4793 members 
Mstep: Class 3 contains 34358 members 
Mstep: Class 4 contains 308783 members 
Mstep: Class 5 contains 194727 members 
Mstep: Class 6 contains 10535 members 
Mstep: Class 7 contains 376159 members 
Mstep: Class 8 contains 125406 members 
Mstep: Class 9 contains 51934 members 
Mstep: Class 10 contains 86110 members 
Mstep: Class 11 contains 12476 members 
Mstep: Class 12 contains 51950 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 11299 members 
Mstep: Class 15 contains 191634 members 
Mstep: Class 16 contains 131463 members 
Mstep: Class 17 contains 213345 members 
Mstep: Class 18 contains 94881 members 
Mstep: Class 19 contains 62340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234929200.000000 Penalty: 68341.562500
Iteration 19Q: 20 clusters Score -2.349292e+08 nChanged 45111
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 4832 members 
Mstep: Class 3 contains 33505 members 
Mstep: Class 4 contains 309275 members 
Mstep: Class 5 contains 200599 members 
Mstep: Class 6 contains 10680 members 
Mstep: Class 7 contains 380035 members 
Mstep: Class 8 contains 119913 members 
Mstep: Class 9 contains 50741 members 
Mstep: Class 10 contains 86607 members 
Mstep: Class 11 contains 12593 members 
Mstep: Class 12 contains 48943 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 11614 members 
Mstep: Class 15 contains 195858 members 
Mstep: Class 16 contains 131210 members 
Mstep: Class 17 contains 209598 members 
Mstep: Class 18 contains 96068 members 
Mstep: Class 19 contains 59238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234963456.000000 Penalty: 68341.562500
Iteration 20F: 20 clusters Score -2.349635e+08 nChanged 46483
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 7367 members 
Mstep: Class 3 contains 32779 members 
Mstep: Class 4 contains 309162 members 
Mstep: Class 5 contains 206791 members 
Mstep: Class 6 contains 10767 members 
Mstep: Class 7 contains 384138 members 
Mstep: Class 8 contains 114406 members 
Mstep: Class 9 contains 49730 members 
Mstep: Class 10 contains 86457 members 
Mstep: Class 11 contains 13227 members 
Mstep: Class 12 contains 45166 members 
Mstep: Class 13 contains 3315 members 
Mstep: Class 14 contains 11873 members 
Mstep: Class 15 contains 200634 members 
Mstep: Class 16 contains 130237 members 
Mstep: Class 17 contains 205850 members 
Mstep: Class 18 contains 97538 members 
Mstep: Class 19 contains 55738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235001504.000000 Penalty: 68341.562500
Iteration 21Q: 20 clusters Score -2.350015e+08 nChanged 46262
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 8271 members 
Mstep: Class 3 contains 32172 members 
Mstep: Class 4 contains 308113 members 
Mstep: Class 5 contains 213387 members 
Mstep: Class 6 contains 10805 members 
Mstep: Class 7 contains 388152 members 
Mstep: Class 8 contains 109334 members 
Mstep: Class 9 contains 48924 members 
Mstep: Class 10 contains 86541 members 
Mstep: Class 11 contains 14111 members 
Mstep: Class 12 contains 41427 members 
Mstep: Class 13 contains 3063 members 
Mstep: Class 14 contains 12002 members 
Mstep: Class 15 contains 205787 members 
Mstep: Class 16 contains 129918 members 
Mstep: Class 17 contains 201900 members 
Mstep: Class 18 contains 98996 members 
Mstep: Class 19 contains 51706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235030400.000000 Penalty: 68341.562500
Iteration 22Q: 20 clusters Score -2.350304e+08 nChanged 44385
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 25825 members 
Mstep: Class 2 contains 8711 members 
Mstep: Class 3 contains 31647 members 
Mstep: Class 4 contains 306522 members 
Mstep: Class 5 contains 219831 members 
Mstep: Class 6 contains 10812 members 
Mstep: Class 7 contains 391993 members 
Mstep: Class 8 contains 104184 members 
Mstep: Class 9 contains 48174 members 
Mstep: Class 10 contains 86469 members 
Mstep: Class 11 contains 14968 members 
Mstep: Class 12 contains 37706 members 
Mstep: Class 13 contains 2998 members 
Mstep: Class 14 contains 12092 members 
Mstep: Class 15 contains 211199 members 
Mstep: Class 16 contains 131089 members 
Mstep: Class 17 contains 198056 members 
Mstep: Class 18 contains 100486 members 
Mstep: Class 19 contains 47325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235056640.000000 Penalty: 68341.562500
Iteration 23Q: 20 clusters Score -2.350566e+08 nChanged 41819
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 8935 members 
Mstep: Class 3 contains 31123 members 
Mstep: Class 4 contains 304273 members 
Mstep: Class 5 contains 226127 members 
Mstep: Class 6 contains 10796 members 
Mstep: Class 7 contains 395801 members 
Mstep: Class 8 contains 99189 members 
Mstep: Class 9 contains 47486 members 
Mstep: Class 10 contains 86217 members 
Mstep: Class 11 contains 15835 members 
Mstep: Class 12 contains 34360 members 
Mstep: Class 13 contains 2964 members 
Mstep: Class 14 contains 12128 members 
Mstep: Class 15 contains 216711 members 
Mstep: Class 16 contains 133091 members 
Mstep: Class 17 contains 194499 members 
Mstep: Class 18 contains 101787 members 
Mstep: Class 19 contains 42712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235079792.000000 Penalty: 68341.562500
Iteration 24Q: 20 clusters Score -2.350798e+08 nChanged 38476
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 9076 members 
Mstep: Class 3 contains 30588 members 
Mstep: Class 4 contains 301746 members 
Mstep: Class 5 contains 231861 members 
Mstep: Class 6 contains 10780 members 
Mstep: Class 7 contains 399574 members 
Mstep: Class 8 contains 94232 members 
Mstep: Class 9 contains 46880 members 
Mstep: Class 10 contains 85760 members 
Mstep: Class 11 contains 16609 members 
Mstep: Class 12 contains 31456 members 
Mstep: Class 13 contains 2945 members 
Mstep: Class 14 contains 12174 members 
Mstep: Class 15 contains 222152 members 
Mstep: Class 16 contains 135790 members 
Mstep: Class 17 contains 191397 members 
Mstep: Class 18 contains 102829 members 
Mstep: Class 19 contains 38161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235098224.000000 Penalty: 68341.562500
Iteration 25Q: 20 clusters Score -2.350982e+08 nChanged 34769
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 9205 members 
Mstep: Class 3 contains 30047 members 
Mstep: Class 4 contains 298999 members 
Mstep: Class 5 contains 237027 members 
Mstep: Class 6 contains 10730 members 
Mstep: Class 7 contains 403197 members 
Mstep: Class 8 contains 89635 members 
Mstep: Class 9 contains 46284 members 
Mstep: Class 10 contains 85254 members 
Mstep: Class 11 contains 17378 members 
Mstep: Class 12 contains 29102 members 
Mstep: Class 13 contains 2924 members 
Mstep: Class 14 contains 12248 members 
Mstep: Class 15 contains 227131 members 
Mstep: Class 16 contains 138783 members 
Mstep: Class 17 contains 188615 members 
Mstep: Class 18 contains 103550 members 
Mstep: Class 19 contains 33985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235113552.000000 Penalty: 68341.562500
Iteration 26Q: 20 clusters Score -2.351136e+08 nChanged 31413
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 9252 members 
Mstep: Class 3 contains 29547 members 
Mstep: Class 4 contains 296026 members 
Mstep: Class 5 contains 241724 members 
Mstep: Class 6 contains 10681 members 
Mstep: Class 7 contains 406607 members 
Mstep: Class 8 contains 85152 members 
Mstep: Class 9 contains 45766 members 
Mstep: Class 10 contains 84736 members 
Mstep: Class 11 contains 18175 members 
Mstep: Class 12 contains 27438 members 
Mstep: Class 13 contains 2904 members 
Mstep: Class 14 contains 12340 members 
Mstep: Class 15 contains 231594 members 
Mstep: Class 16 contains 141953 members 
Mstep: Class 17 contains 185844 members 
Mstep: Class 18 contains 104121 members 
Mstep: Class 19 contains 30352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235127568.000000 Penalty: 68341.562500
Iteration 27Q: 20 clusters Score -2.351276e+08 nChanged 27917
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 9269 members 
Mstep: Class 3 contains 29077 members 
Mstep: Class 4 contains 292865 members 
Mstep: Class 5 contains 245920 members 
Mstep: Class 6 contains 10638 members 
Mstep: Class 7 contains 409850 members 
Mstep: Class 8 contains 81000 members 
Mstep: Class 9 contains 45238 members 
Mstep: Class 10 contains 84303 members 
Mstep: Class 11 contains 18909 members 
Mstep: Class 12 contains 26387 members 
Mstep: Class 13 contains 2888 members 
Mstep: Class 14 contains 12376 members 
Mstep: Class 15 contains 235526 members 
Mstep: Class 16 contains 145122 members 
Mstep: Class 17 contains 183225 members 
Mstep: Class 18 contains 104577 members 
Mstep: Class 19 contains 27199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235136960.000000 Penalty: 68341.562500
Iteration 28Q: 20 clusters Score -2.35137e+08 nChanged 25101
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 9274 members 
Mstep: Class 3 contains 28623 members 
Mstep: Class 4 contains 289536 members 
Mstep: Class 5 contains 249647 members 
Mstep: Class 6 contains 10602 members 
Mstep: Class 7 contains 412922 members 
Mstep: Class 8 contains 77231 members 
Mstep: Class 9 contains 44771 members 
Mstep: Class 10 contains 83843 members 
Mstep: Class 11 contains 19633 members 
Mstep: Class 12 contains 25815 members 
Mstep: Class 13 contains 2869 members 
Mstep: Class 14 contains 12421 members 
Mstep: Class 15 contains 239039 members 
Mstep: Class 16 contains 148166 members 
Mstep: Class 17 contains 180777 members 
Mstep: Class 18 contains 104827 members 
Mstep: Class 19 contains 24610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235145376.000000 Penalty: 68341.562500
Iteration 29Q: 20 clusters Score -2.351454e+08 nChanged 22662
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 9269 members 
Mstep: Class 3 contains 28190 members 
Mstep: Class 4 contains 286095 members 
Mstep: Class 5 contains 252739 members 
Mstep: Class 6 contains 10545 members 
Mstep: Class 7 contains 415999 members 
Mstep: Class 8 contains 73709 members 
Mstep: Class 9 contains 44371 members 
Mstep: Class 10 contains 83449 members 
Mstep: Class 11 contains 20321 members 
Mstep: Class 12 contains 25564 members 
Mstep: Class 13 contains 2851 members 
Mstep: Class 14 contains 12496 members 
Mstep: Class 15 contains 242176 members 
Mstep: Class 16 contains 151204 members 
Mstep: Class 17 contains 178542 members 
Mstep: Class 18 contains 104839 members 
Mstep: Class 19 contains 22510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235151584.000000 Penalty: 68341.562500
Iteration 30Q: 20 clusters Score -2.351516e+08 nChanged 20479
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 9273 members 
Mstep: Class 3 contains 27798 members 
Mstep: Class 4 contains 282670 members 
Mstep: Class 5 contains 255471 members 
Mstep: Class 6 contains 10482 members 
Mstep: Class 7 contains 418944 members 
Mstep: Class 8 contains 70553 members 
Mstep: Class 9 contains 44000 members 
Mstep: Class 10 contains 83076 members 
Mstep: Class 11 contains 20979 members 
Mstep: Class 12 contains 25523 members 
Mstep: Class 13 contains 2836 members 
Mstep: Class 14 contains 12545 members 
Mstep: Class 15 contains 244863 members 
Mstep: Class 16 contains 154168 members 
Mstep: Class 17 contains 176408 members 
Mstep: Class 18 contains 104718 members 
Mstep: Class 19 contains 20865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235156880.000000 Penalty: 68341.562500
Iteration 31Q: 20 clusters Score -2.351569e+08 nChanged 18379
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 9250 members 
Mstep: Class 3 contains 27365 members 
Mstep: Class 4 contains 279300 members 
Mstep: Class 5 contains 257806 members 
Mstep: Class 6 contains 10443 members 
Mstep: Class 7 contains 421712 members 
Mstep: Class 8 contains 67719 members 
Mstep: Class 9 contains 43673 members 
Mstep: Class 10 contains 82870 members 
Mstep: Class 11 contains 21636 members 
Mstep: Class 12 contains 25572 members 
Mstep: Class 13 contains 2815 members 
Mstep: Class 14 contains 12581 members 
Mstep: Class 15 contains 247263 members 
Mstep: Class 16 contains 156886 members 
Mstep: Class 17 contains 174506 members 
Mstep: Class 18 contains 104533 members 
Mstep: Class 19 contains 19548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235160128.000000 Penalty: 68341.562500
Iteration 32Q: 20 clusters Score -2.351601e+08 nChanged 16947
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 9261 members 
Mstep: Class 3 contains 26893 members 
Mstep: Class 4 contains 276050 members 
Mstep: Class 5 contains 259753 members 
Mstep: Class 6 contains 10398 members 
Mstep: Class 7 contains 424248 members 
Mstep: Class 8 contains 65144 members 
Mstep: Class 9 contains 43383 members 
Mstep: Class 10 contains 82707 members 
Mstep: Class 11 contains 22275 members 
Mstep: Class 12 contains 25677 members 
Mstep: Class 13 contains 2802 members 
Mstep: Class 14 contains 12633 members 
Mstep: Class 15 contains 249340 members 
Mstep: Class 16 contains 159503 members 
Mstep: Class 17 contains 172805 members 
Mstep: Class 18 contains 104244 members 
Mstep: Class 19 contains 18678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235164400.000000 Penalty: 68341.562500
Iteration 33Q: 20 clusters Score -2.351644e+08 nChanged 15677
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 9242 members 
Mstep: Class 3 contains 26414 members 
Mstep: Class 4 contains 272898 members 
Mstep: Class 5 contains 261391 members 
Mstep: Class 6 contains 10356 members 
Mstep: Class 7 contains 426725 members 
Mstep: Class 8 contains 62965 members 
Mstep: Class 9 contains 43140 members 
Mstep: Class 10 contains 82668 members 
Mstep: Class 11 contains 22842 members 
Mstep: Class 12 contains 25829 members 
Mstep: Class 13 contains 2798 members 
Mstep: Class 14 contains 12664 members 
Mstep: Class 15 contains 250954 members 
Mstep: Class 16 contains 162014 members 
Mstep: Class 17 contains 171111 members 
Mstep: Class 18 contains 103885 members 
Mstep: Class 19 contains 18142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235167744.000000 Penalty: 68341.562500
Iteration 34Q: 20 clusters Score -2.351677e+08 nChanged 14963
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 9238 members 
Mstep: Class 3 contains 25937 members 
Mstep: Class 4 contains 269773 members 
Mstep: Class 5 contains 262929 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 429077 members 
Mstep: Class 8 contains 61066 members 
Mstep: Class 9 contains 42913 members 
Mstep: Class 10 contains 82741 members 
Mstep: Class 11 contains 23408 members 
Mstep: Class 12 contains 25979 members 
Mstep: Class 13 contains 2797 members 
Mstep: Class 14 contains 12674 members 
Mstep: Class 15 contains 252241 members 
Mstep: Class 16 contains 164330 members 
Mstep: Class 17 contains 169510 members 
Mstep: Class 18 contains 103505 members 
Mstep: Class 19 contains 17858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235170384.000000 Penalty: 68341.562500
Iteration 35Q: 20 clusters Score -2.351704e+08 nChanged 14123
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 9228 members 
Mstep: Class 3 contains 25461 members 
Mstep: Class 4 contains 266845 members 
Mstep: Class 5 contains 264214 members 
Mstep: Class 6 contains 10293 members 
Mstep: Class 7 contains 431253 members 
Mstep: Class 8 contains 59396 members 
Mstep: Class 9 contains 42700 members 
Mstep: Class 10 contains 82911 members 
Mstep: Class 11 contains 23957 members 
Mstep: Class 12 contains 26216 members 
Mstep: Class 13 contains 2797 members 
Mstep: Class 14 contains 12669 members 
Mstep: Class 15 contains 253114 members 
Mstep: Class 16 contains 166610 members 
Mstep: Class 17 contains 167817 members 
Mstep: Class 18 contains 103098 members 
Mstep: Class 19 contains 17939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235172528.000000 Penalty: 68341.562500
Iteration 36Q: 20 clusters Score -2.351725e+08 nChanged 13477
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 9216 members 
Mstep: Class 3 contains 24968 members 
Mstep: Class 4 contains 263894 members 
Mstep: Class 5 contains 265414 members 
Mstep: Class 6 contains 10259 members 
Mstep: Class 7 contains 433477 members 
Mstep: Class 8 contains 57945 members 
Mstep: Class 9 contains 42466 members 
Mstep: Class 10 contains 83198 members 
Mstep: Class 11 contains 24426 members 
Mstep: Class 12 contains 26466 members 
Mstep: Class 13 contains 2797 members 
Mstep: Class 14 contains 12676 members 
Mstep: Class 15 contains 253726 members 
Mstep: Class 16 contains 168933 members 
Mstep: Class 17 contains 166119 members 
Mstep: Class 18 contains 102667 members 
Mstep: Class 19 contains 18091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235174112.000000 Penalty: 68341.562500
Iteration 37Q: 20 clusters Score -2.351741e+08 nChanged 12650
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 9208 members 
Mstep: Class 3 contains 24476 members 
Mstep: Class 4 contains 261101 members 
Mstep: Class 5 contains 266377 members 
Mstep: Class 6 contains 10201 members 
Mstep: Class 7 contains 435501 members 
Mstep: Class 8 contains 56705 members 
Mstep: Class 9 contains 42284 members 
Mstep: Class 10 contains 83556 members 
Mstep: Class 11 contains 24880 members 
Mstep: Class 12 contains 26724 members 
Mstep: Class 13 contains 2794 members 
Mstep: Class 14 contains 12678 members 
Mstep: Class 15 contains 254178 members 
Mstep: Class 16 contains 171164 members 
Mstep: Class 17 contains 164483 members 
Mstep: Class 18 contains 102240 members 
Mstep: Class 19 contains 18434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235176032.000000 Penalty: 68341.562500
Iteration 38Q: 20 clusters Score -2.35176e+08 nChanged 12055
Entering ConstructFrom: 
Score: -235176032.000000 Penalty: 68341.562500
Entering ConstructFrom: 
Trying to split cluster 1 (22872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Entering Unmasked Estep 
Score: -2757718.000000 Penalty: 2489.342041
	Iteration 0F: 2 clusters Score -2757718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -2741791.750000 Penalty: 4978.684082
	Iteration 0F: 3 clusters Score -2741792 nChanged 10164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -2747640.250000 Penalty: 4978.684082
	Iteration 1F: 3 clusters Score -2747640 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -2748412.500000 Penalty: 4978.684082
	Iteration 2F: 3 clusters Score -2748412 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -2749272.000000 Penalty: 4978.684082
	Iteration 3F: 3 clusters Score -2749272 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -2750237.250000 Penalty: 4978.684082
	Iteration 4F: 3 clusters Score -2750237 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -2751366.250000 Penalty: 4978.684082
	Iteration 5F: 3 clusters Score -2751366 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -2752525.500000 Penalty: 4978.684082
	Iteration 6F: 3 clusters Score -2752526 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -2753536.250000 Penalty: 4978.684082
	Iteration 7F: 3 clusters Score -2753536 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -2754367.750000 Penalty: 4978.684082
	Iteration 8F: 3 clusters Score -2754368 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -2755136.000000 Penalty: 4978.684082
	Iteration 9F: 3 clusters Score -2755136 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -2755946.000000 Penalty: 4978.684082
	Iteration 10Q: 3 clusters Score -2755946 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -2756849.500000 Penalty: 4978.684082
	Iteration 11Q: 3 clusters Score -2756850 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -2757699.000000 Penalty: 4978.684082
	Iteration 12Q: 3 clusters Score -2757699 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -2758234.250000 Penalty: 4978.684082
	Iteration 13Q: 3 clusters Score -2758234 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -2758464.750000 Penalty: 4978.684082
	Iteration 14Q: 3 clusters Score -2758465 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -2758549.000000 Penalty: 4978.684082
	Iteration 15Q: 3 clusters Score -2758549 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -2758566.750000 Penalty: 4978.684082
	Iteration 16Q: 3 clusters Score -2758567 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -2758585.000000 Penalty: 4978.684082
	Iteration 17Q: 3 clusters Score -2758585 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -2758588.000000 Penalty: 4978.684082
	Iteration 18Q: 3 clusters Score -2758588 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -2758602.750000 Penalty: 4978.684082
	Iteration 19Q: 3 clusters Score -2758603 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -2758598.500000 Penalty: 4978.684082
	Iteration 20F: 3 clusters Score -2758598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -2758602.250000 Penalty: 4978.684082
	Iteration 21Q: 3 clusters Score -2758602 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -2758606.000000 Penalty: 4978.684082
	Iteration 22Q: 3 clusters Score -2758606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -2758608.500000 Penalty: 4978.684082
	Iteration 23Q: 3 clusters Score -2758608 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -2758610.500000 Penalty: 4978.684082
	Iteration 24Q: 3 clusters Score -2758610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -2758604.750000 Penalty: 4978.684082
	Iteration 25Q: 3 clusters Score -2758605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -2758604.250000 Penalty: 4978.684082
	Iteration 26Q: 3 clusters Score -2758604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -2758607.500000 Penalty: 4978.684082
	Iteration 27Q: 3 clusters Score -2758608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -2758608.000000 Penalty: 4978.684082
	Iteration 28Q: 3 clusters Score -2758608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -2758606.500000 Penalty: 4978.684082
	Iteration 29Q: 3 clusters Score -2758606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -2758608.250000 Penalty: 4978.684082
	Iteration 30Q: 3 clusters Score -2758608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -2758613.750000 Penalty: 4978.684082
	Iteration 31Q: 3 clusters Score -2758614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -2758610.500000 Penalty: 4978.684082
	Iteration 32Q: 3 clusters Score -2758610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -2758613.750000 Penalty: 4978.684082
	Iteration 33Q: 3 clusters Score -2758614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -2758613.000000 Penalty: 4978.684082
	Iteration 34Q: 3 clusters Score -2758613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -2758608.750000 Penalty: 4978.684082
	Iteration 35Q: 3 clusters Score -2758609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -2758607.750000 Penalty: 4978.684082
	Iteration 36Q: 3 clusters Score -2758608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -2758607.750000 Penalty: 4978.684082
	Iteration 37Q: 3 clusters Score -2758608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -2758613.750000 Penalty: 4978.684082
	Iteration 38Q: 3 clusters Score -2758614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -2758618.000000 Penalty: 4978.684082
	Iteration 39Q: 3 clusters Score -2758618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -2758616.750000 Penalty: 4978.684082
	Iteration 40F: 3 clusters Score -2758617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -2758615.750000 Penalty: 4978.684082
	Iteration 41Q: 3 clusters Score -2758616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -2758615.750000 Penalty: 4978.684082
	Iteration 42F: 3 clusters Score -2758616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 9194 members 
Mstep: Class 3 contains 23907 members 
Mstep: Class 4 contains 258532 members 
Mstep: Class 5 contains 267211 members 
Mstep: Class 6 contains 10145 members 
Mstep: Class 7 contains 437465 members 
Mstep: Class 8 contains 55571 members 
Mstep: Class 9 contains 42102 members 
Mstep: Class 10 contains 83949 members 
Mstep: Class 11 contains 25294 members 
Mstep: Class 12 contains 26970 members 
Mstep: Class 13 contains 2793 members 
Mstep: Class 14 contains 12681 members 
Mstep: Class 15 contains 254534 members 
Mstep: Class 16 contains 173427 members 
Mstep: Class 17 contains 162814 members 
Mstep: Class 18 contains 101753 members 
Mstep: Class 19 contains 18864 members 
Mstep: Class 20 contains 6697 members 
Entering Unmasked Estep 
Score: -235174688.000000 Penalty: 71938.492188
Splitting cluster 1 changes total score from -235176032.000000 to -235174688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (9194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Entering Unmasked Estep 
Score: -1029541.687500 Penalty: 2263.323975
	Iteration 0F: 2 clusters Score -1029542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1022506.062500 Penalty: 4526.647949
	Iteration 0F: 3 clusters Score -1022506 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1025063.625000 Penalty: 4526.647949
	Iteration 1F: 3 clusters Score -1025064 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1025899.437500 Penalty: 4526.647949
	Iteration 2F: 3 clusters Score -1025899 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1026740.187500 Penalty: 4526.647949
	Iteration 3F: 3 clusters Score -1026740 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1027565.187500 Penalty: 4526.647949
	Iteration 4F: 3 clusters Score -1027565 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1028203.500000 Penalty: 4526.647949
	Iteration 5F: 3 clusters Score -1028204 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1028627.250000 Penalty: 4526.647949
	Iteration 6F: 3 clusters Score -1028627 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1028961.125000 Penalty: 4526.647949
	Iteration 7Q: 3 clusters Score -1028961 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1029315.062500 Penalty: 4526.647949
	Iteration 8Q: 3 clusters Score -1029315 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1029729.375000 Penalty: 4526.647949
	Iteration 9Q: 3 clusters Score -1029729 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1030077.000000 Penalty: 4526.647949
	Iteration 10Q: 3 clusters Score -1030077 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1030307.312500 Penalty: 4526.647949
	Iteration 11Q: 3 clusters Score -1030307 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1030464.312500 Penalty: 4526.647949
	Iteration 12Q: 3 clusters Score -1030464 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1030565.875000 Penalty: 4526.647949
	Iteration 13Q: 3 clusters Score -1030566 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1030615.250000 Penalty: 4526.647949
	Iteration 14Q: 3 clusters Score -1030615 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1030648.625000 Penalty: 4526.647949
	Iteration 15Q: 3 clusters Score -1030649 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1030671.000000 Penalty: 4526.647949
	Iteration 16Q: 3 clusters Score -1030671 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1030690.187500 Penalty: 4526.647949
	Iteration 17Q: 3 clusters Score -1030690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1030699.312500 Penalty: 4526.647949
	Iteration 18Q: 3 clusters Score -1030699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1030704.062500 Penalty: 4526.647949
	Iteration 19Q: 3 clusters Score -1030704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1030710.500000 Penalty: 4526.647949
	Iteration 20F: 3 clusters Score -1030710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1030719.812500 Penalty: 4526.647949
	Iteration 21Q: 3 clusters Score -1030720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1030727.062500 Penalty: 4526.647949
	Iteration 22Q: 3 clusters Score -1030727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1030729.875000 Penalty: 4526.647949
	Iteration 23Q: 3 clusters Score -1030730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1030731.562500 Penalty: 4526.647949
	Iteration 24Q: 3 clusters Score -1030732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1030732.937500 Penalty: 4526.647949
	Iteration 25Q: 3 clusters Score -1030733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1030732.937500 Penalty: 4526.647949
	Iteration 26F: 3 clusters Score -1030733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 8381 members 
Mstep: Class 3 contains 23907 members 
Mstep: Class 4 contains 258532 members 
Mstep: Class 5 contains 267211 members 
Mstep: Class 6 contains 10145 members 
Mstep: Class 7 contains 437465 members 
Mstep: Class 8 contains 55571 members 
Mstep: Class 9 contains 42102 members 
Mstep: Class 10 contains 83949 members 
Mstep: Class 11 contains 25294 members 
Mstep: Class 12 contains 26970 members 
Mstep: Class 13 contains 2793 members 
Mstep: Class 14 contains 12681 members 
Mstep: Class 15 contains 254534 members 
Mstep: Class 16 contains 173427 members 
Mstep: Class 17 contains 162814 members 
Mstep: Class 18 contains 101753 members 
Mstep: Class 19 contains 18864 members 
Mstep: Class 20 contains 813 members 
Entering Unmasked Estep 
Score: -235174128.000000 Penalty: 71938.492188
Splitting cluster 2 changes total score from -235176032.000000 to -235174128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (23907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Entering Unmasked Estep 
Score: -2802853.500000 Penalty: 2500.317627
	Iteration 0F: 2 clusters Score -2802854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -2786342.250000 Penalty: 5000.635254
	Iteration 0F: 3 clusters Score -2786342 nChanged 10611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -2792781.000000 Penalty: 5000.635254
	Iteration 1F: 3 clusters Score -2792781 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -2794353.250000 Penalty: 5000.635254
	Iteration 2F: 3 clusters Score -2794353 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -2796162.000000 Penalty: 5000.635254
	Iteration 3F: 3 clusters Score -2796162 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -2797873.750000 Penalty: 5000.635254
	Iteration 4F: 3 clusters Score -2797874 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -2799151.750000 Penalty: 5000.635254
	Iteration 5F: 3 clusters Score -2799152 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -2800027.000000 Penalty: 5000.635254
	Iteration 6F: 3 clusters Score -2800027 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -2800597.500000 Penalty: 5000.635254
	Iteration 7Q: 3 clusters Score -2800598 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -2800982.750000 Penalty: 5000.635254
	Iteration 8Q: 3 clusters Score -2800983 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -2801274.250000 Penalty: 5000.635254
	Iteration 9Q: 3 clusters Score -2801274 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -2801513.000000 Penalty: 5000.635254
	Iteration 10Q: 3 clusters Score -2801513 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -2801735.000000 Penalty: 5000.635254
	Iteration 11Q: 3 clusters Score -2801735 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -2801963.250000 Penalty: 5000.635254
	Iteration 12Q: 3 clusters Score -2801963 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -2802178.750000 Penalty: 5000.635254
	Iteration 13Q: 3 clusters Score -2802179 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -2802374.500000 Penalty: 5000.635254
	Iteration 14Q: 3 clusters Score -2802374 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -2802530.250000 Penalty: 5000.635254
	Iteration 15Q: 3 clusters Score -2802530 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -2802664.000000 Penalty: 5000.635254
	Iteration 16Q: 3 clusters Score -2802664 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -2802748.500000 Penalty: 5000.635254
	Iteration 17Q: 3 clusters Score -2802748 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -2802830.500000 Penalty: 5000.635254
	Iteration 18Q: 3 clusters Score -2802830 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -2802880.500000 Penalty: 5000.635254
	Iteration 19Q: 3 clusters Score -2802880 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -2802932.250000 Penalty: 5000.635254
	Iteration 20F: 3 clusters Score -2802932 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -2802980.000000 Penalty: 5000.635254
	Iteration 21Q: 3 clusters Score -2802980 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -2803027.500000 Penalty: 5000.635254
	Iteration 22Q: 3 clusters Score -2803028 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -2803066.250000 Penalty: 5000.635254
	Iteration 23Q: 3 clusters Score -2803066 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -2803104.500000 Penalty: 5000.635254
	Iteration 24Q: 3 clusters Score -2803104 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -2803140.750000 Penalty: 5000.635254
	Iteration 25Q: 3 clusters Score -2803141 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -2803153.750000 Penalty: 5000.635254
	Iteration 26Q: 3 clusters Score -2803154 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -2803158.250000 Penalty: 5000.635254
	Iteration 27Q: 3 clusters Score -2803158 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -2803174.750000 Penalty: 5000.635254
	Iteration 28Q: 3 clusters Score -2803175 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -2803181.000000 Penalty: 5000.635254
	Iteration 29Q: 3 clusters Score -2803181 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -2803188.500000 Penalty: 5000.635254
	Iteration 30Q: 3 clusters Score -2803188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -2803184.750000 Penalty: 5000.635254
	Iteration 31Q: 3 clusters Score -2803185 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -2803195.250000 Penalty: 5000.635254
	Iteration 32Q: 3 clusters Score -2803195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -2803184.750000 Penalty: 5000.635254
	Iteration 33Q: 3 clusters Score -2803185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -2803184.250000 Penalty: 5000.635254
	Iteration 34Q: 3 clusters Score -2803184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -2803191.500000 Penalty: 5000.635254
	Iteration 35Q: 3 clusters Score -2803192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -2803191.750000 Penalty: 5000.635254
	Iteration 36Q: 3 clusters Score -2803192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -2803196.750000 Penalty: 5000.635254
	Iteration 37Q: 3 clusters Score -2803197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -2803197.500000 Penalty: 5000.635254
	Iteration 38Q: 3 clusters Score -2803198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -2803200.000000 Penalty: 5000.635254
	Iteration 39Q: 3 clusters Score -2803200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -2803203.000000 Penalty: 5000.635254
	Iteration 40F: 3 clusters Score -2803203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -2803205.750000 Penalty: 5000.635254
	Iteration 41Q: 3 clusters Score -2803206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -2803205.250000 Penalty: 5000.635254
	Iteration 42Q: 3 clusters Score -2803205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -2803211.500000 Penalty: 5000.635254
	Iteration 43Q: 3 clusters Score -2803212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -2803205.000000 Penalty: 5000.635254
	Iteration 44Q: 3 clusters Score -2803205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -2803204.000000 Penalty: 5000.635254
	Iteration 45Q: 3 clusters Score -2803204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -2803206.250000 Penalty: 5000.635254
	Iteration 46Q: 3 clusters Score -2803206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -2803203.750000 Penalty: 5000.635254
	Iteration 47Q: 3 clusters Score -2803204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -2803214.250000 Penalty: 5000.635254
	Iteration 48Q: 3 clusters Score -2803214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -2803236.000000 Penalty: 5000.635254
	Iteration 49Q: 3 clusters Score -2803236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -2803252.750000 Penalty: 5000.635254
	Iteration 50Q: 3 clusters Score -2803253 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -2803271.750000 Penalty: 5000.635254
	Iteration 51Q: 3 clusters Score -2803272 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -2803299.000000 Penalty: 5000.635254
	Iteration 52Q: 3 clusters Score -2803299 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -2803343.500000 Penalty: 5000.635254
	Iteration 53Q: 3 clusters Score -2803344 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -2803366.750000 Penalty: 5000.635254
	Iteration 54Q: 3 clusters Score -2803367 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -2803375.500000 Penalty: 5000.635254
	Iteration 55Q: 3 clusters Score -2803376 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -2803386.750000 Penalty: 5000.635254
	Iteration 56Q: 3 clusters Score -2803387 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -2803392.000000 Penalty: 5000.635254
	Iteration 57Q: 3 clusters Score -2803392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -2803394.500000 Penalty: 5000.635254
	Iteration 58Q: 3 clusters Score -2803394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -2803396.750000 Penalty: 5000.635254
	Iteration 59Q: 3 clusters Score -2803397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -2803444.750000 Penalty: 5000.635254
	Iteration 60F: 3 clusters Score -2803445 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -2803481.250000 Penalty: 5000.635254
	Iteration 61Q: 3 clusters Score -2803481 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -2803506.500000 Penalty: 5000.635254
	Iteration 62Q: 3 clusters Score -2803506 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -2803518.000000 Penalty: 5000.635254
	Iteration 63Q: 3 clusters Score -2803518 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -2803532.500000 Penalty: 5000.635254
	Iteration 64Q: 3 clusters Score -2803532 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -2803535.500000 Penalty: 5000.635254
	Iteration 65Q: 3 clusters Score -2803536 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -2803535.750000 Penalty: 5000.635254
	Iteration 66Q: 3 clusters Score -2803536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -2803541.000000 Penalty: 5000.635254
	Iteration 67Q: 3 clusters Score -2803541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -2803545.250000 Penalty: 5000.635254
	Iteration 68Q: 3 clusters Score -2803545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -2803554.500000 Penalty: 5000.635254
	Iteration 69Q: 3 clusters Score -2803554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -2803555.500000 Penalty: 5000.635254
	Iteration 70Q: 3 clusters Score -2803556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -2803554.750000 Penalty: 5000.635254
	Iteration 71Q: 3 clusters Score -2803555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -2803553.500000 Penalty: 5000.635254
	Iteration 72Q: 3 clusters Score -2803554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -2803553.500000 Penalty: 5000.635254
	Iteration 73Q: 3 clusters Score -2803554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -2803553.000000 Penalty: 5000.635254
	Iteration 74Q: 3 clusters Score -2803553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -2803554.250000 Penalty: 5000.635254
	Iteration 75Q: 3 clusters Score -2803554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -2803555.250000 Penalty: 5000.635254
	Iteration 76Q: 3 clusters Score -2803555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -2803555.750000 Penalty: 5000.635254
	Iteration 77Q: 3 clusters Score -2803556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -2803555.750000 Penalty: 5000.635254
	Iteration 78F: 3 clusters Score -2803556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 9194 members 
Mstep: Class 3 contains 1387 members 
Mstep: Class 4 contains 258532 members 
Mstep: Class 5 contains 267211 members 
Mstep: Class 6 contains 10145 members 
Mstep: Class 7 contains 437465 members 
Mstep: Class 8 contains 55571 members 
Mstep: Class 9 contains 42102 members 
Mstep: Class 10 contains 83949 members 
Mstep: Class 11 contains 25294 members 
Mstep: Class 12 contains 26970 members 
Mstep: Class 13 contains 2793 members 
Mstep: Class 14 contains 12681 members 
Mstep: Class 15 contains 254534 members 
Mstep: Class 16 contains 173427 members 
Mstep: Class 17 contains 162814 members 
Mstep: Class 18 contains 101753 members 
Mstep: Class 19 contains 18864 members 
Mstep: Class 20 contains 22520 members 
Entering Unmasked Estep 
Score: -235174336.000000 Penalty: 71938.492188
Splitting cluster 3 changes total score from -235176032.000000 to -235174336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (258532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258532 members 
Entering Unmasked Estep 
Score: -31504364.000000 Penalty: 3090.768311
	Iteration 0F: 2 clusters Score -3.150436e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129601 members 
Mstep: Class 2 contains 128931 members 
Entering Unmasked Estep 
Score: -31343830.000000 Penalty: 6181.536621
	Iteration 0F: 3 clusters Score -3.134383e+07 nChanged 124944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133613 members 
Mstep: Class 2 contains 124919 members 
Entering Unmasked Estep 
Score: -31418014.000000 Penalty: 6181.536621
	Iteration 1F: 3 clusters Score -3.141801e+07 nChanged 7681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135848 members 
Mstep: Class 2 contains 122684 members 
Entering Unmasked Estep 
Score: -31420044.000000 Penalty: 6181.536621
	Iteration 2Q: 3 clusters Score -3.142004e+07 nChanged 8685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139347 members 
Mstep: Class 2 contains 119185 members 
Entering Unmasked Estep 
Score: -31422314.000000 Penalty: 6181.536621
	Iteration 3Q: 3 clusters Score -3.142231e+07 nChanged 10182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144713 members 
Mstep: Class 2 contains 113819 members 
Entering Unmasked Estep 
Score: -31426154.000000 Penalty: 6181.536621
	Iteration 4Q: 3 clusters Score -3.142615e+07 nChanged 12063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152422 members 
Mstep: Class 2 contains 106110 members 
Entering Unmasked Estep 
Score: -31432236.000000 Penalty: 6181.536621
	Iteration 5Q: 3 clusters Score -3.143224e+07 nChanged 14463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163081 members 
Mstep: Class 2 contains 95451 members 
Entering Unmasked Estep 
Score: -31441596.000000 Penalty: 6181.536621
	Iteration 6F: 3 clusters Score -3.14416e+07 nChanged 16433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176188 members 
Mstep: Class 2 contains 82344 members 
Entering Unmasked Estep 
Score: -31453824.000000 Penalty: 6181.536621
	Iteration 7F: 3 clusters Score -3.145382e+07 nChanged 16614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189472 members 
Mstep: Class 2 contains 69060 members 
Entering Unmasked Estep 
Score: -31465192.000000 Penalty: 6181.536621
	Iteration 8F: 3 clusters Score -3.146519e+07 nChanged 14383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200121 members 
Mstep: Class 2 contains 58411 members 
Entering Unmasked Estep 
Score: -31473952.000000 Penalty: 6181.536621
	Iteration 9F: 3 clusters Score -3.147395e+07 nChanged 11164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207729 members 
Mstep: Class 2 contains 50803 members 
Entering Unmasked Estep 
Score: -31479460.000000 Penalty: 6181.536621
	Iteration 10Q: 3 clusters Score -3.147946e+07 nChanged 8181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213024 members 
Mstep: Class 2 contains 45508 members 
Entering Unmasked Estep 
Score: -31482892.000000 Penalty: 6181.536621
	Iteration 11Q: 3 clusters Score -3.148289e+07 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217002 members 
Mstep: Class 2 contains 41530 members 
Entering Unmasked Estep 
Score: -31484900.000000 Penalty: 6181.536621
	Iteration 12Q: 3 clusters Score -3.14849e+07 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220136 members 
Mstep: Class 2 contains 38396 members 
Entering Unmasked Estep 
Score: -31486148.000000 Penalty: 6181.536621
	Iteration 13Q: 3 clusters Score -3.148615e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222755 members 
Mstep: Class 2 contains 35777 members 
Entering Unmasked Estep 
Score: -31486938.000000 Penalty: 6181.536621
	Iteration 14Q: 3 clusters Score -3.148694e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225027 members 
Mstep: Class 2 contains 33505 members 
Entering Unmasked Estep 
Score: -31487554.000000 Penalty: 6181.536621
	Iteration 15Q: 3 clusters Score -3.148755e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227136 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -31488136.000000 Penalty: 6181.536621
	Iteration 16Q: 3 clusters Score -3.148814e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229190 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -31488780.000000 Penalty: 6181.536621
	Iteration 17Q: 3 clusters Score -3.148878e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231114 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -31489444.000000 Penalty: 6181.536621
	Iteration 18Q: 3 clusters Score -3.148944e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232946 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -31489968.000000 Penalty: 6181.536621
	Iteration 19Q: 3 clusters Score -3.148997e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234677 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -31490566.000000 Penalty: 6181.536621
	Iteration 20F: 3 clusters Score -3.149057e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236355 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -31491146.000000 Penalty: 6181.536621
	Iteration 21Q: 3 clusters Score -3.149115e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237978 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -31491814.000000 Penalty: 6181.536621
	Iteration 22Q: 3 clusters Score -3.149181e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239625 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -31492362.000000 Penalty: 6181.536621
	Iteration 23Q: 3 clusters Score -3.149236e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241266 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -31493016.000000 Penalty: 6181.536621
	Iteration 24Q: 3 clusters Score -3.149302e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242779 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -31493608.000000 Penalty: 6181.536621
	Iteration 25Q: 3 clusters Score -3.149361e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244235 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -31494414.000000 Penalty: 6181.536621
	Iteration 26Q: 3 clusters Score -3.149441e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245524 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -31495084.000000 Penalty: 6181.536621
	Iteration 27Q: 3 clusters Score -3.149508e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246688 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -31495604.000000 Penalty: 6181.536621
	Iteration 28Q: 3 clusters Score -3.14956e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247778 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -31496074.000000 Penalty: 6181.536621
	Iteration 29Q: 3 clusters Score -3.149607e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248773 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -31496602.000000 Penalty: 6181.536621
	Iteration 30Q: 3 clusters Score -3.14966e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249694 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -31497076.000000 Penalty: 6181.536621
	Iteration 31Q: 3 clusters Score -3.149708e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250555 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -31497522.000000 Penalty: 6181.536621
	Iteration 32Q: 3 clusters Score -3.149752e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251369 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -31497998.000000 Penalty: 6181.536621
	Iteration 33Q: 3 clusters Score -3.1498e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252106 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -31498462.000000 Penalty: 6181.536621
	Iteration 34Q: 3 clusters Score -3.149846e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252749 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -31498960.000000 Penalty: 6181.536621
	Iteration 35Q: 3 clusters Score -3.149896e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253326 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -31499348.000000 Penalty: 6181.536621
	Iteration 36Q: 3 clusters Score -3.149935e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253815 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -31499588.000000 Penalty: 6181.536621
	Iteration 37Q: 3 clusters Score -3.149959e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254203 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -31499848.000000 Penalty: 6181.536621
	Iteration 38Q: 3 clusters Score -3.149985e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254576 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -31500130.000000 Penalty: 6181.536621
	Iteration 39Q: 3 clusters Score -3.150013e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254885 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -31500392.000000 Penalty: 6181.536621
	Iteration 40F: 3 clusters Score -3.150039e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255150 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -31500496.000000 Penalty: 6181.536621
	Iteration 41Q: 3 clusters Score -3.15005e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255374 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -31500616.000000 Penalty: 6181.536621
	Iteration 42Q: 3 clusters Score -3.150062e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255560 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -31500752.000000 Penalty: 6181.536621
	Iteration 43Q: 3 clusters Score -3.150075e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255718 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -31500812.000000 Penalty: 6181.536621
	Iteration 44Q: 3 clusters Score -3.150081e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255845 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -31500878.000000 Penalty: 6181.536621
	Iteration 45Q: 3 clusters Score -3.150088e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255953 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -31500978.000000 Penalty: 6181.536621
	Iteration 46Q: 3 clusters Score -3.150098e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256039 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -31501040.000000 Penalty: 6181.536621
	Iteration 47Q: 3 clusters Score -3.150104e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256109 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -31501088.000000 Penalty: 6181.536621
	Iteration 48Q: 3 clusters Score -3.150109e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256161 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -31501124.000000 Penalty: 6181.536621
	Iteration 49Q: 3 clusters Score -3.150112e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256225 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -31501168.000000 Penalty: 6181.536621
	Iteration 50Q: 3 clusters Score -3.150117e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256275 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -31501212.000000 Penalty: 6181.536621
	Iteration 51Q: 3 clusters Score -3.150121e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256330 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -31501274.000000 Penalty: 6181.536621
	Iteration 52Q: 3 clusters Score -3.150127e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256371 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -31501332.000000 Penalty: 6181.536621
	Iteration 53Q: 3 clusters Score -3.150133e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256413 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -31501368.000000 Penalty: 6181.536621
	Iteration 54Q: 3 clusters Score -3.150137e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256447 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -31501352.000000 Penalty: 6181.536621
	Iteration 55Q: 3 clusters Score -3.150135e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256472 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -31501368.000000 Penalty: 6181.536621
	Iteration 56Q: 3 clusters Score -3.150137e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256511 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -31501412.000000 Penalty: 6181.536621
	Iteration 57Q: 3 clusters Score -3.150141e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256539 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -31501416.000000 Penalty: 6181.536621
	Iteration 58Q: 3 clusters Score -3.150142e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256567 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -31501422.000000 Penalty: 6181.536621
	Iteration 59Q: 3 clusters Score -3.150142e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256590 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -31501418.000000 Penalty: 6181.536621
	Iteration 60F: 3 clusters Score -3.150142e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256610 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -31501428.000000 Penalty: 6181.536621
	Iteration 61Q: 3 clusters Score -3.150143e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256625 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -31501428.000000 Penalty: 6181.536621
	Iteration 62Q: 3 clusters Score -3.150143e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256637 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -31501438.000000 Penalty: 6181.536621
	Iteration 63Q: 3 clusters Score -3.150144e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256648 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -31501432.000000 Penalty: 6181.536621
	Iteration 64Q: 3 clusters Score -3.150143e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256654 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -31501436.000000 Penalty: 6181.536621
	Iteration 65Q: 3 clusters Score -3.150144e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256667 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -31501466.000000 Penalty: 6181.536621
	Iteration 66Q: 3 clusters Score -3.150147e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256682 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -31501454.000000 Penalty: 6181.536621
	Iteration 67Q: 3 clusters Score -3.150145e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256692 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -31501478.000000 Penalty: 6181.536621
	Iteration 68Q: 3 clusters Score -3.150148e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256704 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -31501494.000000 Penalty: 6181.536621
	Iteration 69Q: 3 clusters Score -3.150149e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256719 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -31501502.000000 Penalty: 6181.536621
	Iteration 70Q: 3 clusters Score -3.15015e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256738 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -31501532.000000 Penalty: 6181.536621
	Iteration 71Q: 3 clusters Score -3.150153e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256755 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -31501572.000000 Penalty: 6181.536621
	Iteration 72Q: 3 clusters Score -3.150157e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256770 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -31501596.000000 Penalty: 6181.536621
	Iteration 73Q: 3 clusters Score -3.15016e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256786 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -31501582.000000 Penalty: 6181.536621
	Iteration 74Q: 3 clusters Score -3.150158e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256795 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -31501596.000000 Penalty: 6181.536621
	Iteration 75Q: 3 clusters Score -3.15016e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256802 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -31501616.000000 Penalty: 6181.536621
	Iteration 76Q: 3 clusters Score -3.150162e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256807 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -31501620.000000 Penalty: 6181.536621
	Iteration 77Q: 3 clusters Score -3.150162e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256812 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -31501612.000000 Penalty: 6181.536621
	Iteration 78Q: 3 clusters Score -3.150161e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256816 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -31501626.000000 Penalty: 6181.536621
	Iteration 79Q: 3 clusters Score -3.150163e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256825 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -31501628.000000 Penalty: 6181.536621
	Iteration 80F: 3 clusters Score -3.150163e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256833 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -31501642.000000 Penalty: 6181.536621
	Iteration 81Q: 3 clusters Score -3.150164e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256840 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -31501638.000000 Penalty: 6181.536621
	Iteration 82Q: 3 clusters Score -3.150164e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256844 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -31501644.000000 Penalty: 6181.536621
	Iteration 83Q: 3 clusters Score -3.150164e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256853 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -31501648.000000 Penalty: 6181.536621
	Iteration 84Q: 3 clusters Score -3.150165e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256862 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -31501676.000000 Penalty: 6181.536621
	Iteration 85Q: 3 clusters Score -3.150168e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256871 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -31501686.000000 Penalty: 6181.536621
	Iteration 86Q: 3 clusters Score -3.150169e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256879 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -31501680.000000 Penalty: 6181.536621
	Iteration 87Q: 3 clusters Score -3.150168e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256887 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -31501680.000000 Penalty: 6181.536621
	Iteration 88Q: 3 clusters Score -3.150168e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256889 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -31501696.000000 Penalty: 6181.536621
	Iteration 89Q: 3 clusters Score -3.15017e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256891 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -31501692.000000 Penalty: 6181.536621
	Iteration 90Q: 3 clusters Score -3.150169e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256893 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -31501678.000000 Penalty: 6181.536621
	Iteration 91Q: 3 clusters Score -3.150168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256893 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -31501696.000000 Penalty: 6181.536621
	Iteration 92Q: 3 clusters Score -3.15017e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256896 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -31501694.000000 Penalty: 6181.536621
	Iteration 93Q: 3 clusters Score -3.150169e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256902 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -31501692.000000 Penalty: 6181.536621
	Iteration 94Q: 3 clusters Score -3.150169e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256912 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -31501714.000000 Penalty: 6181.536621
	Iteration 95Q: 3 clusters Score -3.150171e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256921 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -31501726.000000 Penalty: 6181.536621
	Iteration 96Q: 3 clusters Score -3.150173e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256929 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -31501724.000000 Penalty: 6181.536621
	Iteration 97Q: 3 clusters Score -3.150172e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256936 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -31501738.000000 Penalty: 6181.536621
	Iteration 98Q: 3 clusters Score -3.150174e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256940 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -31501746.000000 Penalty: 6181.536621
	Iteration 99Q: 3 clusters Score -3.150175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256942 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -31501752.000000 Penalty: 6181.536621
	Iteration 100F: 3 clusters Score -3.150175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256943 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -31501758.000000 Penalty: 6181.536621
	Iteration 101Q: 3 clusters Score -3.150176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256944 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -31501738.000000 Penalty: 6181.536621
	Iteration 102Q: 3 clusters Score -3.150174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256944 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -31501752.000000 Penalty: 6181.536621
	Iteration 103Q: 3 clusters Score -3.150175e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256950 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -31501750.000000 Penalty: 6181.536621
	Iteration 104Q: 3 clusters Score -3.150175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256953 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -31501754.000000 Penalty: 6181.536621
	Iteration 105Q: 3 clusters Score -3.150175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256956 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -31501752.000000 Penalty: 6181.536621
	Iteration 106Q: 3 clusters Score -3.150175e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256958 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -31501754.000000 Penalty: 6181.536621
	Iteration 107Q: 3 clusters Score -3.150175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256961 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -31501762.000000 Penalty: 6181.536621
	Iteration 108Q: 3 clusters Score -3.150176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256965 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -31501776.000000 Penalty: 6181.536621
	Iteration 109Q: 3 clusters Score -3.150178e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256966 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -31501766.000000 Penalty: 6181.536621
	Iteration 110Q: 3 clusters Score -3.150177e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256966 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -31501766.000000 Penalty: 6181.536621
	Iteration 111F: 3 clusters Score -3.150177e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (267211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267211 members 
Entering Unmasked Estep 
Score: -32575216.000000 Penalty: 3098.957031
	Iteration 0F: 2 clusters Score -3.257522e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133510 members 
Mstep: Class 2 contains 133701 members 
Entering Unmasked Estep 
Score: -32413606.000000 Penalty: 6197.914062
	Iteration 0F: 3 clusters Score -3.241361e+07 nChanged 128924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128718 members 
Mstep: Class 2 contains 138493 members 
Entering Unmasked Estep 
Score: -32489914.000000 Penalty: 6197.914062
	Iteration 1F: 3 clusters Score -3.248991e+07 nChanged 9021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124873 members 
Mstep: Class 2 contains 142338 members 
Entering Unmasked Estep 
Score: -32492558.000000 Penalty: 6197.914062
	Iteration 2Q: 3 clusters Score -3.249256e+07 nChanged 11168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118731 members 
Mstep: Class 2 contains 148480 members 
Entering Unmasked Estep 
Score: -32496434.000000 Penalty: 6197.914062
	Iteration 3Q: 3 clusters Score -3.249643e+07 nChanged 14159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109596 members 
Mstep: Class 2 contains 157615 members 
Entering Unmasked Estep 
Score: -32503194.000000 Penalty: 6197.914062
	Iteration 4F: 3 clusters Score -3.250319e+07 nChanged 17054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97238 members 
Mstep: Class 2 contains 169973 members 
Entering Unmasked Estep 
Score: -32512474.000000 Penalty: 6197.914062
	Iteration 5F: 3 clusters Score -3.251247e+07 nChanged 18759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82435 members 
Mstep: Class 2 contains 184776 members 
Entering Unmasked Estep 
Score: -32522694.000000 Penalty: 6197.914062
	Iteration 6F: 3 clusters Score -3.252269e+07 nChanged 18673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66646 members 
Mstep: Class 2 contains 200565 members 
Entering Unmasked Estep 
Score: -32532276.000000 Penalty: 6197.914062
	Iteration 7F: 3 clusters Score -3.253228e+07 nChanged 16617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51701 members 
Mstep: Class 2 contains 215510 members 
Entering Unmasked Estep 
Score: -32539714.000000 Penalty: 6197.914062
	Iteration 8F: 3 clusters Score -3.253971e+07 nChanged 14181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38082 members 
Mstep: Class 2 contains 229129 members 
Entering Unmasked Estep 
Score: -32547536.000000 Penalty: 6197.914062
	Iteration 9F: 3 clusters Score -3.254754e+07 nChanged 11967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 240970 members 
Entering Unmasked Estep 
Score: -32554604.000000 Penalty: 6197.914062
	Iteration 10Q: 3 clusters Score -3.25546e+07 nChanged 9471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 250423 members 
Entering Unmasked Estep 
Score: -32560770.000000 Penalty: 6197.914062
	Iteration 11Q: 3 clusters Score -3.256077e+07 nChanged 6768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 257189 members 
Entering Unmasked Estep 
Score: -32565648.000000 Penalty: 6197.914062
	Iteration 12Q: 3 clusters Score -3.256565e+07 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 261366 members 
Entering Unmasked Estep 
Score: -32568678.000000 Penalty: 6197.914062
	Iteration 13Q: 3 clusters Score -3.256868e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 263847 members 
Entering Unmasked Estep 
Score: -32570534.000000 Penalty: 6197.914062
	Iteration 14Q: 3 clusters Score -3.257053e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 265143 members 
Entering Unmasked Estep 
Score: -32571416.000000 Penalty: 6197.914062
	Iteration 15Q: 3 clusters Score -3.257142e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 265769 members 
Entering Unmasked Estep 
Score: -32571826.000000 Penalty: 6197.914062
	Iteration 16Q: 3 clusters Score -3.257183e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 266073 members 
Entering Unmasked Estep 
Score: -32572120.000000 Penalty: 6197.914062
	Iteration 17Q: 3 clusters Score -3.257212e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 266226 members 
Entering Unmasked Estep 
Score: -32572258.000000 Penalty: 6197.914062
	Iteration 18Q: 3 clusters Score -3.257226e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 266320 members 
Entering Unmasked Estep 
Score: -32572398.000000 Penalty: 6197.914062
	Iteration 19Q: 3 clusters Score -3.25724e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 266369 members 
Entering Unmasked Estep 
Score: -32572432.000000 Penalty: 6197.914062
	Iteration 20F: 3 clusters Score -3.257243e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 266394 members 
Entering Unmasked Estep 
Score: -32572444.000000 Penalty: 6197.914062
	Iteration 21Q: 3 clusters Score -3.257244e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 266422 members 
Entering Unmasked Estep 
Score: -32572458.000000 Penalty: 6197.914062
	Iteration 22Q: 3 clusters Score -3.257246e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 266435 members 
Entering Unmasked Estep 
Score: -32572462.000000 Penalty: 6197.914062
	Iteration 23Q: 3 clusters Score -3.257246e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 266448 members 
Entering Unmasked Estep 
Score: -32572502.000000 Penalty: 6197.914062
	Iteration 24Q: 3 clusters Score -3.25725e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 266454 members 
Entering Unmasked Estep 
Score: -32572492.000000 Penalty: 6197.914062
	Iteration 25Q: 3 clusters Score -3.257249e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 266460 members 
Entering Unmasked Estep 
Score: -32572516.000000 Penalty: 6197.914062
	Iteration 26Q: 3 clusters Score -3.257252e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 266466 members 
Entering Unmasked Estep 
Score: -32572498.000000 Penalty: 6197.914062
	Iteration 27Q: 3 clusters Score -3.25725e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 266474 members 
Entering Unmasked Estep 
Score: -32572532.000000 Penalty: 6197.914062
	Iteration 28Q: 3 clusters Score -3.257253e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 266479 members 
Entering Unmasked Estep 
Score: -32572524.000000 Penalty: 6197.914062
	Iteration 29Q: 3 clusters Score -3.257252e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 266481 members 
Entering Unmasked Estep 
Score: -32572528.000000 Penalty: 6197.914062
	Iteration 30Q: 3 clusters Score -3.257253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 266483 members 
Entering Unmasked Estep 
Score: -32572520.000000 Penalty: 6197.914062
	Iteration 31Q: 3 clusters Score -3.257252e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 266483 members 
Entering Unmasked Estep 
Score: -32572520.000000 Penalty: 6197.914062
	Iteration 32F: 3 clusters Score -3.257252e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Entering Unmasked Estep 
Score: -1214751.750000 Penalty: 2287.734619
	Iteration 0F: 2 clusters Score -1214752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1206946.375000 Penalty: 4575.469238
	Iteration 0F: 3 clusters Score -1206946 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1209282.875000 Penalty: 4575.469238
	Iteration 1F: 3 clusters Score -1209283 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1209791.750000 Penalty: 4575.469238
	Iteration 2F: 3 clusters Score -1209792 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1210627.750000 Penalty: 4575.469238
	Iteration 3F: 3 clusters Score -1210628 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1211790.750000 Penalty: 4575.469238
	Iteration 4F: 3 clusters Score -1211791 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1212971.250000 Penalty: 4575.469238
	Iteration 5F: 3 clusters Score -1212971 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1213771.500000 Penalty: 4575.469238
	Iteration 6F: 3 clusters Score -1213772 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1214156.500000 Penalty: 4575.469238
	Iteration 7F: 3 clusters Score -1214156 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1214343.625000 Penalty: 4575.469238
	Iteration 8Q: 3 clusters Score -1214344 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1214439.375000 Penalty: 4575.469238
	Iteration 9Q: 3 clusters Score -1214439 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1214489.250000 Penalty: 4575.469238
	Iteration 10Q: 3 clusters Score -1214489 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1214512.250000 Penalty: 4575.469238
	Iteration 11Q: 3 clusters Score -1214512 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1214527.500000 Penalty: 4575.469238
	Iteration 12Q: 3 clusters Score -1214528 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1214543.375000 Penalty: 4575.469238
	Iteration 13Q: 3 clusters Score -1214543 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1214555.625000 Penalty: 4575.469238
	Iteration 14Q: 3 clusters Score -1214556 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1214563.625000 Penalty: 4575.469238
	Iteration 15Q: 3 clusters Score -1214564 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1214567.500000 Penalty: 4575.469238
	Iteration 16Q: 3 clusters Score -1214568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1214572.875000 Penalty: 4575.469238
	Iteration 17Q: 3 clusters Score -1214573 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1214573.500000 Penalty: 4575.469238
	Iteration 18Q: 3 clusters Score -1214574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1214581.250000 Penalty: 4575.469238
	Iteration 19Q: 3 clusters Score -1214581 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1214583.750000 Penalty: 4575.469238
	Iteration 20F: 3 clusters Score -1214584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1214583.875000 Penalty: 4575.469238
	Iteration 21Q: 3 clusters Score -1214584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1214586.625000 Penalty: 4575.469238
	Iteration 22Q: 3 clusters Score -1214587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1214589.750000 Penalty: 4575.469238
	Iteration 23Q: 3 clusters Score -1214590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1214587.000000 Penalty: 4575.469238
	Iteration 24Q: 3 clusters Score -1214587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1214587.250000 Penalty: 4575.469238
	Iteration 25Q: 3 clusters Score -1214587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1214587.375000 Penalty: 4575.469238
	Iteration 26Q: 3 clusters Score -1214587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1214590.375000 Penalty: 4575.469238
	Iteration 27Q: 3 clusters Score -1214590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1214588.875000 Penalty: 4575.469238
	Iteration 28Q: 3 clusters Score -1214589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1214592.250000 Penalty: 4575.469238
	Iteration 29Q: 3 clusters Score -1214592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1214592.375000 Penalty: 4575.469238
	Iteration 30Q: 3 clusters Score -1214592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1214594.000000 Penalty: 4575.469238
	Iteration 31Q: 3 clusters Score -1214594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1214595.500000 Penalty: 4575.469238
	Iteration 32Q: 3 clusters Score -1214596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1214598.625000 Penalty: 4575.469238
	Iteration 33Q: 3 clusters Score -1214599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1214595.500000 Penalty: 4575.469238
	Iteration 34Q: 3 clusters Score -1214596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1214598.000000 Penalty: 4575.469238
	Iteration 35Q: 3 clusters Score -1214598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1214597.625000 Penalty: 4575.469238
	Iteration 36Q: 3 clusters Score -1214598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1214599.875000 Penalty: 4575.469238
	Iteration 37Q: 3 clusters Score -1214600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1214600.250000 Penalty: 4575.469238
	Iteration 38Q: 3 clusters Score -1214600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1214597.000000 Penalty: 4575.469238
	Iteration 39Q: 3 clusters Score -1214597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1214597.000000 Penalty: 4575.469238
	Iteration 40F: 3 clusters Score -1214597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (437465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437465 members 
Entering Unmasked Estep 
Score: -53389124.000000 Penalty: 3221.210693
	Iteration 0F: 2 clusters Score -5.338912e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218581 members 
Mstep: Class 2 contains 218884 members 
Entering Unmasked Estep 
Score: -53201744.000000 Penalty: 6442.421387
	Iteration 0F: 3 clusters Score -5.320174e+07 nChanged 212488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213327 members 
Mstep: Class 2 contains 224138 members 
Entering Unmasked Estep 
Score: -53328728.000000 Penalty: 6442.421387
	Iteration 1F: 3 clusters Score -5.332873e+07 nChanged 13608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209337 members 
Mstep: Class 2 contains 228128 members 
Entering Unmasked Estep 
Score: -53331272.000000 Penalty: 6442.421387
	Iteration 2Q: 3 clusters Score -5.333127e+07 nChanged 14600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204827 members 
Mstep: Class 2 contains 232638 members 
Entering Unmasked Estep 
Score: -53334468.000000 Penalty: 6442.421387
	Iteration 3Q: 3 clusters Score -5.333447e+07 nChanged 16522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200043 members 
Mstep: Class 2 contains 237422 members 
Entering Unmasked Estep 
Score: -53339272.000000 Penalty: 6442.421387
	Iteration 4Q: 3 clusters Score -5.333927e+07 nChanged 19213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195628 members 
Mstep: Class 2 contains 241837 members 
Entering Unmasked Estep 
Score: -53346924.000000 Penalty: 6442.421387
	Iteration 5Q: 3 clusters Score -5.334692e+07 nChanged 22871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192273 members 
Mstep: Class 2 contains 245192 members 
Entering Unmasked Estep 
Score: -53357704.000000 Penalty: 6442.421387
	Iteration 6F: 3 clusters Score -5.33577e+07 nChanged 26550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191397 members 
Mstep: Class 2 contains 246068 members 
Entering Unmasked Estep 
Score: -53371840.000000 Penalty: 6442.421387
	Iteration 7F: 3 clusters Score -5.337184e+07 nChanged 28714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193583 members 
Mstep: Class 2 contains 243882 members 
Entering Unmasked Estep 
Score: -53389588.000000 Penalty: 6442.421387
	Iteration 8F: 3 clusters Score -5.338959e+07 nChanged 28509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198914 members 
Mstep: Class 2 contains 238551 members 
Entering Unmasked Estep 
Score: -53406524.000000 Penalty: 6442.421387
	Iteration 9F: 3 clusters Score -5.340652e+07 nChanged 24909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206911 members 
Mstep: Class 2 contains 230554 members 
Entering Unmasked Estep 
Score: -53418832.000000 Penalty: 6442.421387
	Iteration 10F: 3 clusters Score -5.341883e+07 nChanged 19868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216265 members 
Mstep: Class 2 contains 221200 members 
Entering Unmasked Estep 
Score: -53425472.000000 Penalty: 6442.421387
	Iteration 11Q: 3 clusters Score -5.342547e+07 nChanged 15423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226048 members 
Mstep: Class 2 contains 211417 members 
Entering Unmasked Estep 
Score: -53429016.000000 Penalty: 6442.421387
	Iteration 12Q: 3 clusters Score -5.342902e+07 nChanged 12519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235251 members 
Mstep: Class 2 contains 202214 members 
Entering Unmasked Estep 
Score: -53431208.000000 Penalty: 6442.421387
	Iteration 13Q: 3 clusters Score -5.343121e+07 nChanged 10895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243246 members 
Mstep: Class 2 contains 194219 members 
Entering Unmasked Estep 
Score: -53432848.000000 Penalty: 6442.421387
	Iteration 14Q: 3 clusters Score -5.343285e+07 nChanged 9774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249626 members 
Mstep: Class 2 contains 187839 members 
Entering Unmasked Estep 
Score: -53433948.000000 Penalty: 6442.421387
	Iteration 15Q: 3 clusters Score -5.343395e+07 nChanged 8865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254171 members 
Mstep: Class 2 contains 183294 members 
Entering Unmasked Estep 
Score: -53434620.000000 Penalty: 6442.421387
	Iteration 16Q: 3 clusters Score -5.343462e+07 nChanged 8050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256723 members 
Mstep: Class 2 contains 180742 members 
Entering Unmasked Estep 
Score: -53434960.000000 Penalty: 6442.421387
	Iteration 17Q: 3 clusters Score -5.343496e+07 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257573 members 
Mstep: Class 2 contains 179892 members 
Entering Unmasked Estep 
Score: -53435128.000000 Penalty: 6442.421387
	Iteration 18Q: 3 clusters Score -5.343513e+07 nChanged 6679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256910 members 
Mstep: Class 2 contains 180555 members 
Entering Unmasked Estep 
Score: -53435416.000000 Penalty: 6442.421387
	Iteration 19Q: 3 clusters Score -5.343542e+07 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255122 members 
Mstep: Class 2 contains 182343 members 
Entering Unmasked Estep 
Score: -53435516.000000 Penalty: 6442.421387
	Iteration 20F: 3 clusters Score -5.343552e+07 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252668 members 
Mstep: Class 2 contains 184797 members 
Entering Unmasked Estep 
Score: -53435696.000000 Penalty: 6442.421387
	Iteration 21Q: 3 clusters Score -5.34357e+07 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249589 members 
Mstep: Class 2 contains 187876 members 
Entering Unmasked Estep 
Score: -53435896.000000 Penalty: 6442.421387
	Iteration 22Q: 3 clusters Score -5.34359e+07 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246156 members 
Mstep: Class 2 contains 191309 members 
Entering Unmasked Estep 
Score: -53436208.000000 Penalty: 6442.421387
	Iteration 23Q: 3 clusters Score -5.343621e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242507 members 
Mstep: Class 2 contains 194958 members 
Entering Unmasked Estep 
Score: -53436444.000000 Penalty: 6442.421387
	Iteration 24Q: 3 clusters Score -5.343644e+07 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238689 members 
Mstep: Class 2 contains 198776 members 
Entering Unmasked Estep 
Score: -53437028.000000 Penalty: 6442.421387
	Iteration 25Q: 3 clusters Score -5.343703e+07 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234659 members 
Mstep: Class 2 contains 202806 members 
Entering Unmasked Estep 
Score: -53437372.000000 Penalty: 6442.421387
	Iteration 26Q: 3 clusters Score -5.343737e+07 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230452 members 
Mstep: Class 2 contains 207013 members 
Entering Unmasked Estep 
Score: -53437760.000000 Penalty: 6442.421387
	Iteration 27Q: 3 clusters Score -5.343776e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226188 members 
Mstep: Class 2 contains 211277 members 
Entering Unmasked Estep 
Score: -53437668.000000 Penalty: 6442.421387
	Iteration 28Q: 3 clusters Score -5.343767e+07 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221958 members 
Mstep: Class 2 contains 215507 members 
Entering Unmasked Estep 
Score: -53437856.000000 Penalty: 6442.421387
	Iteration 29Q: 3 clusters Score -5.343786e+07 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217818 members 
Mstep: Class 2 contains 219647 members 
Entering Unmasked Estep 
Score: -53438232.000000 Penalty: 6442.421387
	Iteration 30Q: 3 clusters Score -5.343823e+07 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213933 members 
Mstep: Class 2 contains 223532 members 
Entering Unmasked Estep 
Score: -53438496.000000 Penalty: 6442.421387
	Iteration 31Q: 3 clusters Score -5.34385e+07 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210396 members 
Mstep: Class 2 contains 227069 members 
Entering Unmasked Estep 
Score: -53438872.000000 Penalty: 6442.421387
	Iteration 32Q: 3 clusters Score -5.343887e+07 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207226 members 
Mstep: Class 2 contains 230239 members 
Entering Unmasked Estep 
Score: -53439432.000000 Penalty: 6442.421387
	Iteration 33Q: 3 clusters Score -5.343943e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204502 members 
Mstep: Class 2 contains 232963 members 
Entering Unmasked Estep 
Score: -53439960.000000 Penalty: 6442.421387
	Iteration 34Q: 3 clusters Score -5.343996e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202283 members 
Mstep: Class 2 contains 235182 members 
Entering Unmasked Estep 
Score: -53440144.000000 Penalty: 6442.421387
	Iteration 35Q: 3 clusters Score -5.344014e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200530 members 
Mstep: Class 2 contains 236935 members 
Entering Unmasked Estep 
Score: -53440448.000000 Penalty: 6442.421387
	Iteration 36Q: 3 clusters Score -5.344045e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199178 members 
Mstep: Class 2 contains 238287 members 
Entering Unmasked Estep 
Score: -53440956.000000 Penalty: 6442.421387
	Iteration 37Q: 3 clusters Score -5.344096e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198246 members 
Mstep: Class 2 contains 239219 members 
Entering Unmasked Estep 
Score: -53440920.000000 Penalty: 6442.421387
	Iteration 38Q: 3 clusters Score -5.344092e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197759 members 
Mstep: Class 2 contains 239706 members 
Entering Unmasked Estep 
Score: -53441280.000000 Penalty: 6442.421387
	Iteration 39Q: 3 clusters Score -5.344128e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197694 members 
Mstep: Class 2 contains 239771 members 
Entering Unmasked Estep 
Score: -53441480.000000 Penalty: 6442.421387
	Iteration 40F: 3 clusters Score -5.344148e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198027 members 
Mstep: Class 2 contains 239438 members 
Entering Unmasked Estep 
Score: -53441784.000000 Penalty: 6442.421387
	Iteration 41Q: 3 clusters Score -5.344178e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198657 members 
Mstep: Class 2 contains 238808 members 
Entering Unmasked Estep 
Score: -53442136.000000 Penalty: 6442.421387
	Iteration 42Q: 3 clusters Score -5.344214e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199648 members 
Mstep: Class 2 contains 237817 members 
Entering Unmasked Estep 
Score: -53442484.000000 Penalty: 6442.421387
	Iteration 43Q: 3 clusters Score -5.344248e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200846 members 
Mstep: Class 2 contains 236619 members 
Entering Unmasked Estep 
Score: -53442668.000000 Penalty: 6442.421387
	Iteration 44Q: 3 clusters Score -5.344267e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202258 members 
Mstep: Class 2 contains 235207 members 
Entering Unmasked Estep 
Score: -53443004.000000 Penalty: 6442.421387
	Iteration 45Q: 3 clusters Score -5.3443e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203868 members 
Mstep: Class 2 contains 233597 members 
Entering Unmasked Estep 
Score: -53443372.000000 Penalty: 6442.421387
	Iteration 46Q: 3 clusters Score -5.344337e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205415 members 
Mstep: Class 2 contains 232050 members 
Entering Unmasked Estep 
Score: -53443680.000000 Penalty: 6442.421387
	Iteration 47Q: 3 clusters Score -5.344368e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207006 members 
Mstep: Class 2 contains 230459 members 
Entering Unmasked Estep 
Score: -53443856.000000 Penalty: 6442.421387
	Iteration 48Q: 3 clusters Score -5.344386e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208593 members 
Mstep: Class 2 contains 228872 members 
Entering Unmasked Estep 
Score: -53444212.000000 Penalty: 6442.421387
	Iteration 49Q: 3 clusters Score -5.344421e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210073 members 
Mstep: Class 2 contains 227392 members 
Entering Unmasked Estep 
Score: -53444396.000000 Penalty: 6442.421387
	Iteration 50Q: 3 clusters Score -5.34444e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211422 members 
Mstep: Class 2 contains 226043 members 
Entering Unmasked Estep 
Score: -53444564.000000 Penalty: 6442.421387
	Iteration 51Q: 3 clusters Score -5.344456e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212747 members 
Mstep: Class 2 contains 224718 members 
Entering Unmasked Estep 
Score: -53445124.000000 Penalty: 6442.421387
	Iteration 52Q: 3 clusters Score -5.344512e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213955 members 
Mstep: Class 2 contains 223510 members 
Entering Unmasked Estep 
Score: -53445272.000000 Penalty: 6442.421387
	Iteration 53Q: 3 clusters Score -5.344527e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215037 members 
Mstep: Class 2 contains 222428 members 
Entering Unmasked Estep 
Score: -53445524.000000 Penalty: 6442.421387
	Iteration 54Q: 3 clusters Score -5.344552e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215946 members 
Mstep: Class 2 contains 221519 members 
Entering Unmasked Estep 
Score: -53445832.000000 Penalty: 6442.421387
	Iteration 55Q: 3 clusters Score -5.344583e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216746 members 
Mstep: Class 2 contains 220719 members 
Entering Unmasked Estep 
Score: -53445900.000000 Penalty: 6442.421387
	Iteration 56Q: 3 clusters Score -5.34459e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217317 members 
Mstep: Class 2 contains 220148 members 
Entering Unmasked Estep 
Score: -53446160.000000 Penalty: 6442.421387
	Iteration 57Q: 3 clusters Score -5.344616e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217769 members 
Mstep: Class 2 contains 219696 members 
Entering Unmasked Estep 
Score: -53446168.000000 Penalty: 6442.421387
	Iteration 58Q: 3 clusters Score -5.344617e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218102 members 
Mstep: Class 2 contains 219363 members 
Entering Unmasked Estep 
Score: -53446320.000000 Penalty: 6442.421387
	Iteration 59Q: 3 clusters Score -5.344632e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218417 members 
Mstep: Class 2 contains 219048 members 
Entering Unmasked Estep 
Score: -53446676.000000 Penalty: 6442.421387
	Iteration 60F: 3 clusters Score -5.344668e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218621 members 
Mstep: Class 2 contains 218844 members 
Entering Unmasked Estep 
Score: -53446704.000000 Penalty: 6442.421387
	Iteration 61Q: 3 clusters Score -5.34467e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218758 members 
Mstep: Class 2 contains 218707 members 
Entering Unmasked Estep 
Score: -53446940.000000 Penalty: 6442.421387
	Iteration 62Q: 3 clusters Score -5.344694e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218817 members 
Mstep: Class 2 contains 218648 members 
Entering Unmasked Estep 
Score: -53446968.000000 Penalty: 6442.421387
	Iteration 63Q: 3 clusters Score -5.344697e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218761 members 
Mstep: Class 2 contains 218704 members 
Entering Unmasked Estep 
Score: -53446960.000000 Penalty: 6442.421387
	Iteration 64Q: 3 clusters Score -5.344696e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218615 members 
Mstep: Class 2 contains 218850 members 
Entering Unmasked Estep 
Score: -53447124.000000 Penalty: 6442.421387
	Iteration 65Q: 3 clusters Score -5.344712e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218409 members 
Mstep: Class 2 contains 219056 members 
Entering Unmasked Estep 
Score: -53447148.000000 Penalty: 6442.421387
	Iteration 66Q: 3 clusters Score -5.344715e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218160 members 
Mstep: Class 2 contains 219305 members 
Entering Unmasked Estep 
Score: -53447268.000000 Penalty: 6442.421387
	Iteration 67Q: 3 clusters Score -5.344727e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217829 members 
Mstep: Class 2 contains 219636 members 
Entering Unmasked Estep 
Score: -53447292.000000 Penalty: 6442.421387
	Iteration 68Q: 3 clusters Score -5.344729e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217432 members 
Mstep: Class 2 contains 220033 members 
Entering Unmasked Estep 
Score: -53447308.000000 Penalty: 6442.421387
	Iteration 69Q: 3 clusters Score -5.344731e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216994 members 
Mstep: Class 2 contains 220471 members 
Entering Unmasked Estep 
Score: -53447184.000000 Penalty: 6442.421387
	Iteration 70Q: 3 clusters Score -5.344718e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216585 members 
Mstep: Class 2 contains 220880 members 
Entering Unmasked Estep 
Score: -53447300.000000 Penalty: 6442.421387
	Iteration 71Q: 3 clusters Score -5.34473e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216190 members 
Mstep: Class 2 contains 221275 members 
Entering Unmasked Estep 
Score: -53447332.000000 Penalty: 6442.421387
	Iteration 72Q: 3 clusters Score -5.344733e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215813 members 
Mstep: Class 2 contains 221652 members 
Entering Unmasked Estep 
Score: -53447448.000000 Penalty: 6442.421387
	Iteration 73Q: 3 clusters Score -5.344745e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215444 members 
Mstep: Class 2 contains 222021 members 
Entering Unmasked Estep 
Score: -53447452.000000 Penalty: 6442.421387
	Iteration 74Q: 3 clusters Score -5.344745e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215117 members 
Mstep: Class 2 contains 222348 members 
Entering Unmasked Estep 
Score: -53447528.000000 Penalty: 6442.421387
	Iteration 75Q: 3 clusters Score -5.344753e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214832 members 
Mstep: Class 2 contains 222633 members 
Entering Unmasked Estep 
Score: -53447468.000000 Penalty: 6442.421387
	Iteration 76Q: 3 clusters Score -5.344747e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214575 members 
Mstep: Class 2 contains 222890 members 
Entering Unmasked Estep 
Score: -53447528.000000 Penalty: 6442.421387
	Iteration 77Q: 3 clusters Score -5.344753e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214405 members 
Mstep: Class 2 contains 223060 members 
Entering Unmasked Estep 
Score: -53447524.000000 Penalty: 6442.421387
	Iteration 78Q: 3 clusters Score -5.344752e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214216 members 
Mstep: Class 2 contains 223249 members 
Entering Unmasked Estep 
Score: -53447524.000000 Penalty: 6442.421387
	Iteration 79Q: 3 clusters Score -5.344752e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214008 members 
Mstep: Class 2 contains 223457 members 
Entering Unmasked Estep 
Score: -53447452.000000 Penalty: 6442.421387
	Iteration 80F: 3 clusters Score -5.344745e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213857 members 
Mstep: Class 2 contains 223608 members 
Entering Unmasked Estep 
Score: -53447560.000000 Penalty: 6442.421387
	Iteration 81Q: 3 clusters Score -5.344756e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213700 members 
Mstep: Class 2 contains 223765 members 
Entering Unmasked Estep 
Score: -53447544.000000 Penalty: 6442.421387
	Iteration 82Q: 3 clusters Score -5.344754e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213593 members 
Mstep: Class 2 contains 223872 members 
Entering Unmasked Estep 
Score: -53447600.000000 Penalty: 6442.421387
	Iteration 83Q: 3 clusters Score -5.34476e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213513 members 
Mstep: Class 2 contains 223952 members 
Entering Unmasked Estep 
Score: -53447572.000000 Penalty: 6442.421387
	Iteration 84Q: 3 clusters Score -5.344757e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213418 members 
Mstep: Class 2 contains 224047 members 
Entering Unmasked Estep 
Score: -53447700.000000 Penalty: 6442.421387
	Iteration 85Q: 3 clusters Score -5.34477e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213323 members 
Mstep: Class 2 contains 224142 members 
Entering Unmasked Estep 
Score: -53447608.000000 Penalty: 6442.421387
	Iteration 86Q: 3 clusters Score -5.344761e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213294 members 
Mstep: Class 2 contains 224171 members 
Entering Unmasked Estep 
Score: -53447616.000000 Penalty: 6442.421387
	Iteration 87Q: 3 clusters Score -5.344762e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213273 members 
Mstep: Class 2 contains 224192 members 
Entering Unmasked Estep 
Score: -53447588.000000 Penalty: 6442.421387
	Iteration 88Q: 3 clusters Score -5.344759e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213276 members 
Mstep: Class 2 contains 224189 members 
Entering Unmasked Estep 
Score: -53447588.000000 Penalty: 6442.421387
	Iteration 89Q: 3 clusters Score -5.344759e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213275 members 
Mstep: Class 2 contains 224190 members 
Entering Unmasked Estep 
Score: -53447652.000000 Penalty: 6442.421387
	Iteration 90Q: 3 clusters Score -5.344765e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213292 members 
Mstep: Class 2 contains 224173 members 
Entering Unmasked Estep 
Score: -53447608.000000 Penalty: 6442.421387
	Iteration 91Q: 3 clusters Score -5.344761e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213322 members 
Mstep: Class 2 contains 224143 members 
Entering Unmasked Estep 
Score: -53447540.000000 Penalty: 6442.421387
	Iteration 92Q: 3 clusters Score -5.344754e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213366 members 
Mstep: Class 2 contains 224099 members 
Entering Unmasked Estep 
Score: -53447476.000000 Penalty: 6442.421387
	Iteration 93Q: 3 clusters Score -5.344748e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213392 members 
Mstep: Class 2 contains 224073 members 
Entering Unmasked Estep 
Score: -53447456.000000 Penalty: 6442.421387
	Iteration 94Q: 3 clusters Score -5.344746e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213423 members 
Mstep: Class 2 contains 224042 members 
Entering Unmasked Estep 
Score: -53447436.000000 Penalty: 6442.421387
	Iteration 95Q: 3 clusters Score -5.344744e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213448 members 
Mstep: Class 2 contains 224017 members 
Entering Unmasked Estep 
Score: -53447480.000000 Penalty: 6442.421387
	Iteration 96Q: 3 clusters Score -5.344748e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213457 members 
Mstep: Class 2 contains 224008 members 
Entering Unmasked Estep 
Score: -53447528.000000 Penalty: 6442.421387
	Iteration 97Q: 3 clusters Score -5.344753e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213457 members 
Mstep: Class 2 contains 224008 members 
Entering Unmasked Estep 
Score: -53447484.000000 Penalty: 6442.421387
	Iteration 98Q: 3 clusters Score -5.344748e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213461 members 
Mstep: Class 2 contains 224004 members 
Entering Unmasked Estep 
Score: -53447468.000000 Penalty: 6442.421387
	Iteration 99Q: 3 clusters Score -5.344747e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213469 members 
Mstep: Class 2 contains 223996 members 
Entering Unmasked Estep 
Score: -53447456.000000 Penalty: 6442.421387
	Iteration 100F: 3 clusters Score -5.344746e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213472 members 
Mstep: Class 2 contains 223993 members 
Entering Unmasked Estep 
Score: -53447484.000000 Penalty: 6442.421387
	Iteration 101Q: 3 clusters Score -5.344748e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213475 members 
Mstep: Class 2 contains 223990 members 
Entering Unmasked Estep 
Score: -53447512.000000 Penalty: 6442.421387
	Iteration 102Q: 3 clusters Score -5.344751e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213479 members 
Mstep: Class 2 contains 223986 members 
Entering Unmasked Estep 
Score: -53447484.000000 Penalty: 6442.421387
	Iteration 103Q: 3 clusters Score -5.344748e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213466 members 
Mstep: Class 2 contains 223999 members 
Entering Unmasked Estep 
Score: -53447568.000000 Penalty: 6442.421387
	Iteration 104Q: 3 clusters Score -5.344757e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213455 members 
Mstep: Class 2 contains 224010 members 
Entering Unmasked Estep 
Score: -53447508.000000 Penalty: 6442.421387
	Iteration 105Q: 3 clusters Score -5.344751e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213452 members 
Mstep: Class 2 contains 224013 members 
Entering Unmasked Estep 
Score: -53447484.000000 Penalty: 6442.421387
	Iteration 106Q: 3 clusters Score -5.344748e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213442 members 
Mstep: Class 2 contains 224023 members 
Entering Unmasked Estep 
Score: -53447484.000000 Penalty: 6442.421387
	Iteration 107Q: 3 clusters Score -5.344748e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213451 members 
Mstep: Class 2 contains 224014 members 
Entering Unmasked Estep 
Score: -53447472.000000 Penalty: 6442.421387
	Iteration 108Q: 3 clusters Score -5.344747e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213449 members 
Mstep: Class 2 contains 224016 members 
Entering Unmasked Estep 
Score: -53447504.000000 Penalty: 6442.421387
	Iteration 109Q: 3 clusters Score -5.34475e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213436 members 
Mstep: Class 2 contains 224029 members 
Entering Unmasked Estep 
Score: -53447528.000000 Penalty: 6442.421387
	Iteration 110Q: 3 clusters Score -5.344753e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213429 members 
Mstep: Class 2 contains 224036 members 
Entering Unmasked Estep 
Score: -53447524.000000 Penalty: 6442.421387
	Iteration 111Q: 3 clusters Score -5.344752e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213424 members 
Mstep: Class 2 contains 224041 members 
Entering Unmasked Estep 
Score: -53447496.000000 Penalty: 6442.421387
	Iteration 112Q: 3 clusters Score -5.34475e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213426 members 
Mstep: Class 2 contains 224039 members 
Entering Unmasked Estep 
Score: -53447492.000000 Penalty: 6442.421387
	Iteration 113Q: 3 clusters Score -5.344749e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213424 members 
Mstep: Class 2 contains 224041 members 
Entering Unmasked Estep 
Score: -53447476.000000 Penalty: 6442.421387
	Iteration 114Q: 3 clusters Score -5.344748e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213418 members 
Mstep: Class 2 contains 224047 members 
Entering Unmasked Estep 
Score: -53447492.000000 Penalty: 6442.421387
	Iteration 115Q: 3 clusters Score -5.344749e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213412 members 
Mstep: Class 2 contains 224053 members 
Entering Unmasked Estep 
Score: -53447548.000000 Penalty: 6442.421387
	Iteration 116Q: 3 clusters Score -5.344755e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213405 members 
Mstep: Class 2 contains 224060 members 
Entering Unmasked Estep 
Score: -53447516.000000 Penalty: 6442.421387
	Iteration 117Q: 3 clusters Score -5.344752e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213402 members 
Mstep: Class 2 contains 224063 members 
Entering Unmasked Estep 
Score: -53447532.000000 Penalty: 6442.421387
	Iteration 118Q: 3 clusters Score -5.344753e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213392 members 
Mstep: Class 2 contains 224073 members 
Entering Unmasked Estep 
Score: -53447520.000000 Penalty: 6442.421387
	Iteration 119Q: 3 clusters Score -5.344752e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213387 members 
Mstep: Class 2 contains 224078 members 
Entering Unmasked Estep 
Score: -53447536.000000 Penalty: 6442.421387
	Iteration 120F: 3 clusters Score -5.344754e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213380 members 
Mstep: Class 2 contains 224085 members 
Entering Unmasked Estep 
Score: -53447500.000000 Penalty: 6442.421387
	Iteration 121Q: 3 clusters Score -5.34475e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213374 members 
Mstep: Class 2 contains 224091 members 
Entering Unmasked Estep 
Score: -53447488.000000 Penalty: 6442.421387
	Iteration 122Q: 3 clusters Score -5.344749e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213364 members 
Mstep: Class 2 contains 224101 members 
Entering Unmasked Estep 
Score: -53447472.000000 Penalty: 6442.421387
	Iteration 123Q: 3 clusters Score -5.344747e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213363 members 
Mstep: Class 2 contains 224102 members 
Entering Unmasked Estep 
Score: -53447468.000000 Penalty: 6442.421387
	Iteration 124Q: 3 clusters Score -5.344747e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213361 members 
Mstep: Class 2 contains 224104 members 
Entering Unmasked Estep 
Score: -53447492.000000 Penalty: 6442.421387
	Iteration 125Q: 3 clusters Score -5.344749e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213356 members 
Mstep: Class 2 contains 224109 members 
Entering Unmasked Estep 
Score: -53447492.000000 Penalty: 6442.421387
	Iteration 126Q: 3 clusters Score -5.344749e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213351 members 
Mstep: Class 2 contains 224114 members 
Entering Unmasked Estep 
Score: -53447500.000000 Penalty: 6442.421387
	Iteration 127Q: 3 clusters Score -5.34475e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213351 members 
Mstep: Class 2 contains 224114 members 
Entering Unmasked Estep 
Score: -53447488.000000 Penalty: 6442.421387
	Iteration 128Q: 3 clusters Score -5.344749e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213345 members 
Mstep: Class 2 contains 224120 members 
Entering Unmasked Estep 
Score: -53447496.000000 Penalty: 6442.421387
	Iteration 129Q: 3 clusters Score -5.34475e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213339 members 
Mstep: Class 2 contains 224126 members 
Entering Unmasked Estep 
Score: -53447500.000000 Penalty: 6442.421387
	Iteration 130Q: 3 clusters Score -5.34475e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213335 members 
Mstep: Class 2 contains 224130 members 
Entering Unmasked Estep 
Score: -53447508.000000 Penalty: 6442.421387
	Iteration 131Q: 3 clusters Score -5.344751e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213324 members 
Mstep: Class 2 contains 224141 members 
Entering Unmasked Estep 
Score: -53447492.000000 Penalty: 6442.421387
	Iteration 132Q: 3 clusters Score -5.344749e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213320 members 
Mstep: Class 2 contains 224145 members 
Entering Unmasked Estep 
Score: -53447508.000000 Penalty: 6442.421387
	Iteration 133Q: 3 clusters Score -5.344751e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213315 members 
Mstep: Class 2 contains 224150 members 
Entering Unmasked Estep 
Score: -53447496.000000 Penalty: 6442.421387
	Iteration 134Q: 3 clusters Score -5.34475e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213312 members 
Mstep: Class 2 contains 224153 members 
Entering Unmasked Estep 
Score: -53447508.000000 Penalty: 6442.421387
	Iteration 135Q: 3 clusters Score -5.344751e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213307 members 
Mstep: Class 2 contains 224158 members 
Entering Unmasked Estep 
Score: -53447544.000000 Penalty: 6442.421387
	Iteration 136Q: 3 clusters Score -5.344754e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213302 members 
Mstep: Class 2 contains 224163 members 
Entering Unmasked Estep 
Score: -53447532.000000 Penalty: 6442.421387
	Iteration 137Q: 3 clusters Score -5.344753e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213293 members 
Mstep: Class 2 contains 224172 members 
Entering Unmasked Estep 
Score: -53447504.000000 Penalty: 6442.421387
	Iteration 138Q: 3 clusters Score -5.34475e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213289 members 
Mstep: Class 2 contains 224176 members 
Entering Unmasked Estep 
Score: -53447536.000000 Penalty: 6442.421387
	Iteration 139Q: 3 clusters Score -5.344754e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213283 members 
Mstep: Class 2 contains 224182 members 
Entering Unmasked Estep 
Score: -53447540.000000 Penalty: 6442.421387
	Iteration 140F: 3 clusters Score -5.344754e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213280 members 
Mstep: Class 2 contains 224185 members 
Entering Unmasked Estep 
Score: -53447580.000000 Penalty: 6442.421387
	Iteration 141Q: 3 clusters Score -5.344758e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213280 members 
Mstep: Class 2 contains 224185 members 
Entering Unmasked Estep 
Score: -53447572.000000 Penalty: 6442.421387
	Iteration 142Q: 3 clusters Score -5.344757e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213282 members 
Mstep: Class 2 contains 224183 members 
Entering Unmasked Estep 
Score: -53447584.000000 Penalty: 6442.421387
	Iteration 143Q: 3 clusters Score -5.344758e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213283 members 
Mstep: Class 2 contains 224182 members 
Entering Unmasked Estep 
Score: -53447576.000000 Penalty: 6442.421387
	Iteration 144Q: 3 clusters Score -5.344758e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213284 members 
Mstep: Class 2 contains 224181 members 
Entering Unmasked Estep 
Score: -53447576.000000 Penalty: 6442.421387
	Iteration 145Q: 3 clusters Score -5.344758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213284 members 
Mstep: Class 2 contains 224181 members 
Entering Unmasked Estep 
Score: -53447568.000000 Penalty: 6442.421387
	Iteration 146Q: 3 clusters Score -5.344757e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213285 members 
Mstep: Class 2 contains 224180 members 
Entering Unmasked Estep 
Score: -53447568.000000 Penalty: 6442.421387
	Iteration 147Q: 3 clusters Score -5.344757e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213286 members 
Mstep: Class 2 contains 224179 members 
Entering Unmasked Estep 
Score: -53447540.000000 Penalty: 6442.421387
	Iteration 148Q: 3 clusters Score -5.344754e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213286 members 
Mstep: Class 2 contains 224179 members 
Entering Unmasked Estep 
Score: -53447540.000000 Penalty: 6442.421387
	Iteration 149F: 3 clusters Score -5.344754e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 9194 members 
Mstep: Class 3 contains 23907 members 
Mstep: Class 4 contains 258532 members 
Mstep: Class 5 contains 267211 members 
Mstep: Class 6 contains 10145 members 
Mstep: Class 7 contains 213286 members 
Mstep: Class 8 contains 55571 members 
Mstep: Class 9 contains 42102 members 
Mstep: Class 10 contains 83949 members 
Mstep: Class 11 contains 25294 members 
Mstep: Class 12 contains 26970 members 
Mstep: Class 13 contains 2793 members 
Mstep: Class 14 contains 12681 members 
Mstep: Class 15 contains 254534 members 
Mstep: Class 16 contains 173427 members 
Mstep: Class 17 contains 162814 members 
Mstep: Class 18 contains 101753 members 
Mstep: Class 19 contains 18864 members 
Mstep: Class 20 contains 224179 members 
Entering Unmasked Estep 
Score: -235248336.000000 Penalty: 71938.492188
Splitting cluster 7 changes total score from -235176032.000000 to -235248336.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 8 (55571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55571 members 
Entering Unmasked Estep 
Score: -6498737.500000 Penalty: 2709.503418
	Iteration 0F: 2 clusters Score -6498738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27560 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -6461692.000000 Penalty: 5419.006836
	Iteration 0F: 3 clusters Score -6461692 nChanged 25859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 31244 members 
Entering Unmasked Estep 
Score: -6480444.500000 Penalty: 5419.006836
	Iteration 1F: 3 clusters Score -6480444 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -6487766.500000 Penalty: 5419.006836
	Iteration 2F: 3 clusters Score -6487766 nChanged 6464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 35704 members 
Entering Unmasked Estep 
Score: -6495513.000000 Penalty: 5419.006836
	Iteration 3F: 3 clusters Score -6495513 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 36468 members 
Entering Unmasked Estep 
Score: -6501224.500000 Penalty: 5419.006836
	Iteration 4F: 3 clusters Score -6501224 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 36351 members 
Entering Unmasked Estep 
Score: -6505287.500000 Penalty: 5419.006836
	Iteration 5F: 3 clusters Score -6505288 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 35816 members 
Entering Unmasked Estep 
Score: -6508028.500000 Penalty: 5419.006836
	Iteration 6Q: 3 clusters Score -6508028 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -6509672.500000 Penalty: 5419.006836
	Iteration 7Q: 3 clusters Score -6509672 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 34919 members 
Entering Unmasked Estep 
Score: -6510427.500000 Penalty: 5419.006836
	Iteration 8Q: 3 clusters Score -6510428 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -6510709.000000 Penalty: 5419.006836
	Iteration 9Q: 3 clusters Score -6510709 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
Score: -6510828.000000 Penalty: 5419.006836
	Iteration 10Q: 3 clusters Score -6510828 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 34532 members 
Entering Unmasked Estep 
Score: -6510835.000000 Penalty: 5419.006836
	Iteration 11Q: 3 clusters Score -6510835 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 34503 members 
Entering Unmasked Estep 
Score: -6510859.000000 Penalty: 5419.006836
	Iteration 12Q: 3 clusters Score -6510859 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 34491 members 
Entering Unmasked Estep 
Score: -6510873.500000 Penalty: 5419.006836
	Iteration 13Q: 3 clusters Score -6510874 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -6510872.000000 Penalty: 5419.006836
	Iteration 14Q: 3 clusters Score -6510872 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 34495 members 
Entering Unmasked Estep 
Score: -6510873.500000 Penalty: 5419.006836
	Iteration 15Q: 3 clusters Score -6510874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 34497 members 
Entering Unmasked Estep 
Score: -6510866.000000 Penalty: 5419.006836
	Iteration 16Q: 3 clusters Score -6510866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 34501 members 
Entering Unmasked Estep 
Score: -6510867.000000 Penalty: 5419.006836
	Iteration 17Q: 3 clusters Score -6510867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 34501 members 
Entering Unmasked Estep 
Score: -6510867.000000 Penalty: 5419.006836
	Iteration 18F: 3 clusters Score -6510867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 9194 members 
Mstep: Class 3 contains 23907 members 
Mstep: Class 4 contains 258532 members 
Mstep: Class 5 contains 267211 members 
Mstep: Class 6 contains 10145 members 
Mstep: Class 7 contains 213286 members 
Mstep: Class 8 contains 21070 members 
Mstep: Class 9 contains 42102 members 
Mstep: Class 10 contains 83949 members 
Mstep: Class 11 contains 25294 members 
Mstep: Class 12 contains 26970 members 
Mstep: Class 13 contains 2793 members 
Mstep: Class 14 contains 12681 members 
Mstep: Class 15 contains 254534 members 
Mstep: Class 16 contains 173427 members 
Mstep: Class 17 contains 162814 members 
Mstep: Class 18 contains 101753 members 
Mstep: Class 19 contains 18864 members 
Mstep: Class 20 contains 224179 members 
Mstep: Class 21 contains 34501 members 
Entering Unmasked Estep 
Score: -235270416.000000 Penalty: 75535.414062
Splitting cluster 8 changes total score from -235176032.000000 to -235270416.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 9 (42102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42102 members 
Entering Unmasked Estep 
Score: -4956322.000000 Penalty: 2640.666748
	Iteration 0F: 2 clusters Score -4956322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -4927959.000000 Penalty: 5281.333496
	Iteration 0F: 3 clusters Score -4927959 nChanged 19312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -4939972.500000 Penalty: 5281.333496
	Iteration 1F: 3 clusters Score -4939972 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -4942385.000000 Penalty: 5281.333496
	Iteration 2F: 3 clusters Score -4942385 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -4944927.000000 Penalty: 5281.333496
	Iteration 3F: 3 clusters Score -4944927 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -4947414.000000 Penalty: 5281.333496
	Iteration 4F: 3 clusters Score -4947414 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -4949353.500000 Penalty: 5281.333496
	Iteration 5F: 3 clusters Score -4949354 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -4950782.500000 Penalty: 5281.333496
	Iteration 6F: 3 clusters Score -4950782 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -4951808.500000 Penalty: 5281.333496
	Iteration 7Q: 3 clusters Score -4951808 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -4952607.500000 Penalty: 5281.333496
	Iteration 8Q: 3 clusters Score -4952608 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -4953259.000000 Penalty: 5281.333496
	Iteration 9Q: 3 clusters Score -4953259 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -4953808.500000 Penalty: 5281.333496
	Iteration 10Q: 3 clusters Score -4953808 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -4954277.000000 Penalty: 5281.333496
	Iteration 11Q: 3 clusters Score -4954277 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -4954594.000000 Penalty: 5281.333496
	Iteration 12Q: 3 clusters Score -4954594 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -4954856.500000 Penalty: 5281.333496
	Iteration 13Q: 3 clusters Score -4954856 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -4955085.000000 Penalty: 5281.333496
	Iteration 14Q: 3 clusters Score -4955085 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -4955201.500000 Penalty: 5281.333496
	Iteration 15Q: 3 clusters Score -4955202 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -4955318.500000 Penalty: 5281.333496
	Iteration 16Q: 3 clusters Score -4955318 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -4955373.500000 Penalty: 5281.333496
	Iteration 17Q: 3 clusters Score -4955374 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25986 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -4955407.000000 Penalty: 5281.333496
	Iteration 18Q: 3 clusters Score -4955407 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -4955409.000000 Penalty: 5281.333496
	Iteration 19Q: 3 clusters Score -4955409 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -4955425.500000 Penalty: 5281.333496
	Iteration 20F: 3 clusters Score -4955426 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -4955461.500000 Penalty: 5281.333496
	Iteration 21Q: 3 clusters Score -4955462 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -4955469.500000 Penalty: 5281.333496
	Iteration 22Q: 3 clusters Score -4955470 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -4955488.500000 Penalty: 5281.333496
	Iteration 23Q: 3 clusters Score -4955488 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -4955515.500000 Penalty: 5281.333496
	Iteration 24Q: 3 clusters Score -4955516 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4955516 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -4955514.500000 Penalty: 5281.333496
	Iteration 26Q: 3 clusters Score -4955514 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -4955531.500000 Penalty: 5281.333496
	Iteration 27Q: 3 clusters Score -4955532 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -4955548.500000 Penalty: 5281.333496
	Iteration 28Q: 3 clusters Score -4955548 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -4955540.500000 Penalty: 5281.333496
	Iteration 29Q: 3 clusters Score -4955540 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -4955546.500000 Penalty: 5281.333496
	Iteration 30Q: 3 clusters Score -4955546 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4955559 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -4955561.000000 Penalty: 5281.333496
	Iteration 32Q: 3 clusters Score -4955561 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -4955565.500000 Penalty: 5281.333496
	Iteration 33Q: 3 clusters Score -4955566 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -4955579.500000 Penalty: 5281.333496
	Iteration 34Q: 3 clusters Score -4955580 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25407 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -4955565.500000 Penalty: 5281.333496
	Iteration 35Q: 3 clusters Score -4955566 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -4955572.000000 Penalty: 5281.333496
	Iteration 36Q: 3 clusters Score -4955572 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -4955579.500000 Penalty: 5281.333496
	Iteration 37Q: 3 clusters Score -4955580 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -4955586.000000 Penalty: 5281.333496
	Iteration 38Q: 3 clusters Score -4955586 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -4955611.500000 Penalty: 5281.333496
	Iteration 39Q: 3 clusters Score -4955612 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -4955618.000000 Penalty: 5281.333496
	Iteration 40F: 3 clusters Score -4955618 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -4955614.500000 Penalty: 5281.333496
	Iteration 41Q: 3 clusters Score -4955614 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -4955622.000000 Penalty: 5281.333496
	Iteration 42Q: 3 clusters Score -4955622 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -4955638.500000 Penalty: 5281.333496
	Iteration 43Q: 3 clusters Score -4955638 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -4955631.000000 Penalty: 5281.333496
	Iteration 44Q: 3 clusters Score -4955631 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -4955636.500000 Penalty: 5281.333496
	Iteration 45Q: 3 clusters Score -4955636 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -4955640.000000 Penalty: 5281.333496
	Iteration 46Q: 3 clusters Score -4955640 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -4955641.000000 Penalty: 5281.333496
	Iteration 47Q: 3 clusters Score -4955641 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -4955654.500000 Penalty: 5281.333496
	Iteration 48Q: 3 clusters Score -4955654 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -4955631.000000 Penalty: 5281.333496
	Iteration 49Q: 3 clusters Score -4955631 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4955640 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -4955630.000000 Penalty: 5281.333496
	Iteration 51Q: 3 clusters Score -4955630 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -4955647.000000 Penalty: 5281.333496
	Iteration 52Q: 3 clusters Score -4955647 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4955656 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -4955676.000000 Penalty: 5281.333496
	Iteration 54Q: 3 clusters Score -4955676 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -4955674.000000 Penalty: 5281.333496
	Iteration 55Q: 3 clusters Score -4955674 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -4955677.500000 Penalty: 5281.333496
	Iteration 56Q: 3 clusters Score -4955678 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -4955680.500000 Penalty: 5281.333496
	Iteration 57Q: 3 clusters Score -4955680 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -4955693.500000 Penalty: 5281.333496
	Iteration 58Q: 3 clusters Score -4955694 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -4955689.000000 Penalty: 5281.333496
	Iteration 59Q: 3 clusters Score -4955689 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -4955685.500000 Penalty: 5281.333496
	Iteration 60F: 3 clusters Score -4955686 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -4955680.000000 Penalty: 5281.333496
	Iteration 61Q: 3 clusters Score -4955680 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -4955701.500000 Penalty: 5281.333496
	Iteration 62Q: 3 clusters Score -4955702 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -4955703.000000 Penalty: 5281.333496
	Iteration 63Q: 3 clusters Score -4955703 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -4955712.000000 Penalty: 5281.333496
	Iteration 64Q: 3 clusters Score -4955712 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4955712 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -4955719.500000 Penalty: 5281.333496
	Iteration 66Q: 3 clusters Score -4955720 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -4955741.500000 Penalty: 5281.333496
	Iteration 67Q: 3 clusters Score -4955742 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -4955757.500000 Penalty: 5281.333496
	Iteration 68Q: 3 clusters Score -4955758 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -4955754.500000 Penalty: 5281.333496
	Iteration 69Q: 3 clusters Score -4955754 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -4955757.000000 Penalty: 5281.333496
	Iteration 70Q: 3 clusters Score -4955757 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -4955762.500000 Penalty: 5281.333496
	Iteration 71Q: 3 clusters Score -4955762 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -4955776.000000 Penalty: 5281.333496
	Iteration 72Q: 3 clusters Score -4955776 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -4955783.500000 Penalty: 5281.333496
	Iteration 73Q: 3 clusters Score -4955784 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -4955819.000000 Penalty: 5281.333496
	Iteration 74Q: 3 clusters Score -4955819 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -4955822.000000 Penalty: 5281.333496
	Iteration 75Q: 3 clusters Score -4955822 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -4955855.500000 Penalty: 5281.333496
	Iteration 76Q: 3 clusters Score -4955856 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -4955882.500000 Penalty: 5281.333496
	Iteration 77Q: 3 clusters Score -4955882 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -4955882.500000 Penalty: 5281.333496
	Iteration 78Q: 3 clusters Score -4955882 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -4955917.500000 Penalty: 5281.333496
	Iteration 79Q: 3 clusters Score -4955918 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -4955924.500000 Penalty: 5281.333496
	Iteration 80F: 3 clusters Score -4955924 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -4955958.500000 Penalty: 5281.333496
	Iteration 81Q: 3 clusters Score -4955958 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -4955969.000000 Penalty: 5281.333496
	Iteration 82Q: 3 clusters Score -4955969 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -4955992.000000 Penalty: 5281.333496
	Iteration 83Q: 3 clusters Score -4955992 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -4956006.500000 Penalty: 5281.333496
	Iteration 84Q: 3 clusters Score -4956006 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -4956026.500000 Penalty: 5281.333496
	Iteration 85Q: 3 clusters Score -4956026 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -4956022.000000 Penalty: 5281.333496
	Iteration 86Q: 3 clusters Score -4956022 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -4956029.500000 Penalty: 5281.333496
	Iteration 87Q: 3 clusters Score -4956030 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -4956054.000000 Penalty: 5281.333496
	Iteration 88Q: 3 clusters Score -4956054 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -4956042.000000 Penalty: 5281.333496
	Iteration 89Q: 3 clusters Score -4956042 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -4956035.500000 Penalty: 5281.333496
	Iteration 90Q: 3 clusters Score -4956036 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -4956049.500000 Penalty: 5281.333496
	Iteration 91Q: 3 clusters Score -4956050 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -4956055.500000 Penalty: 5281.333496
	Iteration 92Q: 3 clusters Score -4956056 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -4956062.000000 Penalty: 5281.333496
	Iteration 93Q: 3 clusters Score -4956062 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -4956055.000000 Penalty: 5281.333496
	Iteration 94Q: 3 clusters Score -4956055 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -4956065.500000 Penalty: 5281.333496
	Iteration 95Q: 3 clusters Score -4956066 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4956066 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -4956062.500000 Penalty: 5281.333496
	Iteration 97Q: 3 clusters Score -4956062 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -4956068.000000 Penalty: 5281.333496
	Iteration 98Q: 3 clusters Score -4956068 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -4956076.500000 Penalty: 5281.333496
	Iteration 99Q: 3 clusters Score -4956076 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -4956077.000000 Penalty: 5281.333496
	Iteration 100F: 3 clusters Score -4956077 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -4956072.000000 Penalty: 5281.333496
	Iteration 101Q: 3 clusters Score -4956072 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -4956093.500000 Penalty: 5281.333496
	Iteration 102Q: 3 clusters Score -4956094 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -4956097.500000 Penalty: 5281.333496
	Iteration 103Q: 3 clusters Score -4956098 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -4956096.000000 Penalty: 5281.333496
	Iteration 104Q: 3 clusters Score -4956096 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -4956105.000000 Penalty: 5281.333496
	Iteration 105Q: 3 clusters Score -4956105 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4956106 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -4956119.000000 Penalty: 5281.333496
	Iteration 107Q: 3 clusters Score -4956119 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -4956117.000000 Penalty: 5281.333496
	Iteration 108Q: 3 clusters Score -4956117 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -4956119.000000 Penalty: 5281.333496
	Iteration 109Q: 3 clusters Score -4956119 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -4956114.500000 Penalty: 5281.333496
	Iteration 110Q: 3 clusters Score -4956114 nChanged 30
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Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -4956102.000000 Penalty: 5281.333496
	Iteration 111Q: 3 clusters Score -4956102 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -4956122.000000 Penalty: 5281.333496
	Iteration 112Q: 3 clusters Score -4956122 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -4956120.500000 Penalty: 5281.333496
	Iteration 113Q: 3 clusters Score -4956120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -4956125.500000 Penalty: 5281.333496
	Iteration 114Q: 3 clusters Score -4956126 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -4956130.500000 Penalty: 5281.333496
	Iteration 115Q: 3 clusters Score -4956130 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -4956123.000000 Penalty: 5281.333496
	Iteration 116Q: 3 clusters Score -4956123 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -4956125.500000 Penalty: 5281.333496
	Iteration 117Q: 3 clusters Score -4956126 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -4956126.500000 Penalty: 5281.333496
	Iteration 118Q: 3 clusters Score -4956126 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -4956121.000000 Penalty: 5281.333496
	Iteration 119Q: 3 clusters Score -4956121 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -4956113.000000 Penalty: 5281.333496
	Iteration 120F: 3 clusters Score -4956113 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -4956113.500000 Penalty: 5281.333496
	Iteration 121Q: 3 clusters Score -4956114 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -4956104.000000 Penalty: 5281.333496
	Iteration 122Q: 3 clusters Score -4956104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -4956102.000000 Penalty: 5281.333496
	Iteration 123Q: 3 clusters Score -4956102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -4956102.500000 Penalty: 5281.333496
	Iteration 124Q: 3 clusters Score -4956102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -4956099.500000 Penalty: 5281.333496
	Iteration 125Q: 3 clusters Score -4956100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -4956105.500000 Penalty: 5281.333496
	Iteration 126Q: 3 clusters Score -4956106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -4956095.000000 Penalty: 5281.333496
	Iteration 127Q: 3 clusters Score -4956095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -4956092.500000 Penalty: 5281.333496
	Iteration 128Q: 3 clusters Score -4956092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -4956087.500000 Penalty: 5281.333496
	Iteration 129Q: 3 clusters Score -4956088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -4956083.000000 Penalty: 5281.333496
	Iteration 130Q: 3 clusters Score -4956083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -4956084.500000 Penalty: 5281.333496
	Iteration 131Q: 3 clusters Score -4956084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -4956093.000000 Penalty: 5281.333496
	Iteration 132Q: 3 clusters Score -4956093 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -4956090.000000 Penalty: 5281.333496
	Iteration 133Q: 3 clusters Score -4956090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -4956095.000000 Penalty: 5281.333496
	Iteration 134Q: 3 clusters Score -4956095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -4956090.000000 Penalty: 5281.333496
	Iteration 135Q: 3 clusters Score -4956090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -4956088.500000 Penalty: 5281.333496
	Iteration 136Q: 3 clusters Score -4956088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -4956087.000000 Penalty: 5281.333496
	Iteration 137Q: 3 clusters Score -4956087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -4956089.500000 Penalty: 5281.333496
	Iteration 138Q: 3 clusters Score -4956090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -4956086.000000 Penalty: 5281.333496
	Iteration 139Q: 3 clusters Score -4956086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -4956083.000000 Penalty: 5281.333496
	Iteration 140F: 3 clusters Score -4956083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -4956084.000000 Penalty: 5281.333496
	Iteration 141Q: 3 clusters Score -4956084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -4956086.000000 Penalty: 5281.333496
	Iteration 142Q: 3 clusters Score -4956086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -4956081.500000 Penalty: 5281.333496
	Iteration 143Q: 3 clusters Score -4956082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -4956077.500000 Penalty: 5281.333496
	Iteration 144Q: 3 clusters Score -4956078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -4956076.500000 Penalty: 5281.333496
	Iteration 145Q: 3 clusters Score -4956076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -4956079.500000 Penalty: 5281.333496
	Iteration 146Q: 3 clusters Score -4956080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -4956076.000000 Penalty: 5281.333496
	Iteration 147Q: 3 clusters Score -4956076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -4956074.500000 Penalty: 5281.333496
	Iteration 148Q: 3 clusters Score -4956074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -4956070.000000 Penalty: 5281.333496
	Iteration 149Q: 3 clusters Score -4956070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -4956074.500000 Penalty: 5281.333496
	Iteration 150Q: 3 clusters Score -4956074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -4956075.500000 Penalty: 5281.333496
	Iteration 151Q: 3 clusters Score -4956076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -4956081.000000 Penalty: 5281.333496
	Iteration 152Q: 3 clusters Score -4956081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -4956077.500000 Penalty: 5281.333496
	Iteration 153Q: 3 clusters Score -4956078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -4956077.000000 Penalty: 5281.333496
	Iteration 154Q: 3 clusters Score -4956077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -4956075.500000 Penalty: 5281.333496
	Iteration 155Q: 3 clusters Score -4956076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -4956076.500000 Penalty: 5281.333496
	Iteration 156Q: 3 clusters Score -4956076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -4956077.000000 Penalty: 5281.333496
	Iteration 157Q: 3 clusters Score -4956077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -4956077.000000 Penalty: 5281.333496
	Iteration 158F: 3 clusters Score -4956077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (83949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83949 members 
Entering Unmasked Estep 
Score: -9310573.000000 Penalty: 2811.815430
	Iteration 0F: 2 clusters Score -9310573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 42070 members 
Entering Unmasked Estep 
Score: -9254713.000000 Penalty: 5623.630859
	Iteration 0F: 3 clusters Score -9254713 nChanged 39568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41045 members 
Mstep: Class 2 contains 42904 members 
Entering Unmasked Estep 
Score: -9281124.000000 Penalty: 5623.630859
	Iteration 1F: 3 clusters Score -9281124 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41093 members 
Mstep: Class 2 contains 42856 members 
Entering Unmasked Estep 
Score: -9285458.000000 Penalty: 5623.630859
	Iteration 2F: 3 clusters Score -9285458 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 42431 members 
Entering Unmasked Estep 
Score: -9290158.000000 Penalty: 5623.630859
	Iteration 3F: 3 clusters Score -9290158 nChanged 6127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41857 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -9294596.000000 Penalty: 5623.630859
	Iteration 4F: 3 clusters Score -9294596 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 42298 members 
Entering Unmasked Estep 
Score: -9297967.000000 Penalty: 5623.630859
	Iteration 5F: 3 clusters Score -9297967 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41145 members 
Mstep: Class 2 contains 42804 members 
Entering Unmasked Estep 
Score: -9300581.000000 Penalty: 5623.630859
	Iteration 6F: 3 clusters Score -9300581 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 43388 members 
Entering Unmasked Estep 
Score: -9302436.000000 Penalty: 5623.630859
	Iteration 7Q: 3 clusters Score -9302436 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39963 members 
Mstep: Class 2 contains 43986 members 
Entering Unmasked Estep 
Score: -9303763.000000 Penalty: 5623.630859
	Iteration 8Q: 3 clusters Score -9303763 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39256 members 
Mstep: Class 2 contains 44693 members 
Entering Unmasked Estep 
Score: -9304659.000000 Penalty: 5623.630859
	Iteration 9Q: 3 clusters Score -9304659 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 45625 members 
Entering Unmasked Estep 
Score: -9305315.000000 Penalty: 5623.630859
	Iteration 10Q: 3 clusters Score -9305315 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37176 members 
Mstep: Class 2 contains 46773 members 
Entering Unmasked Estep 
Score: -9305726.000000 Penalty: 5623.630859
	Iteration 11Q: 3 clusters Score -9305726 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 48139 members 
Entering Unmasked Estep 
Score: -9306340.000000 Penalty: 5623.630859
	Iteration 12Q: 3 clusters Score -9306340 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 49731 members 
Entering Unmasked Estep 
Score: -9306987.000000 Penalty: 5623.630859
	Iteration 13Q: 3 clusters Score -9306987 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32317 members 
Mstep: Class 2 contains 51632 members 
Entering Unmasked Estep 
Score: -9308033.000000 Penalty: 5623.630859
	Iteration 14Q: 3 clusters Score -9308033 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 53837 members 
Entering Unmasked Estep 
Score: -9309346.000000 Penalty: 5623.630859
	Iteration 15Q: 3 clusters Score -9309346 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 56149 members 
Entering Unmasked Estep 
Score: -9310733.000000 Penalty: 5623.630859
	Iteration 16Q: 3 clusters Score -9310733 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 58465 members 
Entering Unmasked Estep 
Score: -9311936.000000 Penalty: 5623.630859
	Iteration 17Q: 3 clusters Score -9311936 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 60712 members 
Entering Unmasked Estep 
Score: -9313004.000000 Penalty: 5623.630859
	Iteration 18Q: 3 clusters Score -9313004 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 62818 members 
Entering Unmasked Estep 
Score: -9313839.000000 Penalty: 5623.630859
	Iteration 19Q: 3 clusters Score -9313839 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 64662 members 
Entering Unmasked Estep 
Score: -9314510.000000 Penalty: 5623.630859
	Iteration 20F: 3 clusters Score -9314510 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 66267 members 
Entering Unmasked Estep 
Score: -9315018.000000 Penalty: 5623.630859
	Iteration 21Q: 3 clusters Score -9315018 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 67628 members 
Entering Unmasked Estep 
Score: -9315435.000000 Penalty: 5623.630859
	Iteration 22Q: 3 clusters Score -9315435 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 68779 members 
Entering Unmasked Estep 
Score: -9315773.000000 Penalty: 5623.630859
	Iteration 23Q: 3 clusters Score -9315773 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 69733 members 
Entering Unmasked Estep 
Score: -9316041.000000 Penalty: 5623.630859
	Iteration 24Q: 3 clusters Score -9316041 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 70531 members 
Entering Unmasked Estep 
Score: -9316289.000000 Penalty: 5623.630859
	Iteration 25Q: 3 clusters Score -9316289 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 71140 members 
Entering Unmasked Estep 
Score: -9316430.000000 Penalty: 5623.630859
	Iteration 26Q: 3 clusters Score -9316430 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 71652 members 
Entering Unmasked Estep 
Score: -9316494.000000 Penalty: 5623.630859
	Iteration 27Q: 3 clusters Score -9316494 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 72061 members 
Entering Unmasked Estep 
Score: -9316574.000000 Penalty: 5623.630859
	Iteration 28Q: 3 clusters Score -9316574 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 72404 members 
Entering Unmasked Estep 
Score: -9316643.000000 Penalty: 5623.630859
	Iteration 29Q: 3 clusters Score -9316643 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 72680 members 
Entering Unmasked Estep 
Score: -9316672.000000 Penalty: 5623.630859
	Iteration 30Q: 3 clusters Score -9316672 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 72908 members 
Entering Unmasked Estep 
Score: -9316714.000000 Penalty: 5623.630859
	Iteration 31Q: 3 clusters Score -9316714 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 73116 members 
Entering Unmasked Estep 
Score: -9316718.000000 Penalty: 5623.630859
	Iteration 32Q: 3 clusters Score -9316718 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 73286 members 
Entering Unmasked Estep 
Score: -9316726.000000 Penalty: 5623.630859
	Iteration 33Q: 3 clusters Score -9316726 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 73416 members 
Entering Unmasked Estep 
Score: -9316771.000000 Penalty: 5623.630859
	Iteration 34Q: 3 clusters Score -9316771 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 73525 members 
Entering Unmasked Estep 
Score: -9316785.000000 Penalty: 5623.630859
	Iteration 35Q: 3 clusters Score -9316785 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 73622 members 
Entering Unmasked Estep 
Score: -9316805.000000 Penalty: 5623.630859
	Iteration 36Q: 3 clusters Score -9316805 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 73696 members 
Entering Unmasked Estep 
Score: -9316835.000000 Penalty: 5623.630859
	Iteration 37Q: 3 clusters Score -9316835 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 73768 members 
Entering Unmasked Estep 
Score: -9316839.000000 Penalty: 5623.630859
	Iteration 38Q: 3 clusters Score -9316839 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 73824 members 
Entering Unmasked Estep 
Score: -9316843.000000 Penalty: 5623.630859
	Iteration 39Q: 3 clusters Score -9316843 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 73864 members 
Entering Unmasked Estep 
Score: -9316838.000000 Penalty: 5623.630859
	Iteration 40F: 3 clusters Score -9316838 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 73888 members 
Entering Unmasked Estep 
Score: -9316840.000000 Penalty: 5623.630859
	Iteration 41Q: 3 clusters Score -9316840 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 73917 members 
Entering Unmasked Estep 
Score: -9316834.000000 Penalty: 5623.630859
	Iteration 42Q: 3 clusters Score -9316834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 73938 members 
Entering Unmasked Estep 
Score: -9316835.000000 Penalty: 5623.630859
	Iteration 43Q: 3 clusters Score -9316835 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 73962 members 
Entering Unmasked Estep 
Score: -9316823.000000 Penalty: 5623.630859
	Iteration 44Q: 3 clusters Score -9316823 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 73985 members 
Entering Unmasked Estep 
Score: -9316819.000000 Penalty: 5623.630859
	Iteration 45Q: 3 clusters Score -9316819 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 73999 members 
Entering Unmasked Estep 
Score: -9316814.000000 Penalty: 5623.630859
	Iteration 46Q: 3 clusters Score -9316814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 74015 members 
Entering Unmasked Estep 
Score: -9316826.000000 Penalty: 5623.630859
	Iteration 47Q: 3 clusters Score -9316826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 74034 members 
Entering Unmasked Estep 
Score: -9316828.000000 Penalty: 5623.630859
	Iteration 48Q: 3 clusters Score -9316828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 74044 members 
Entering Unmasked Estep 
Score: -9316823.000000 Penalty: 5623.630859
	Iteration 49Q: 3 clusters Score -9316823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 74056 members 
Entering Unmasked Estep 
Score: -9316819.000000 Penalty: 5623.630859
	Iteration 50Q: 3 clusters Score -9316819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 74065 members 
Entering Unmasked Estep 
Score: -9316826.000000 Penalty: 5623.630859
	Iteration 51Q: 3 clusters Score -9316826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 74072 members 
Entering Unmasked Estep 
Score: -9316819.000000 Penalty: 5623.630859
	Iteration 52Q: 3 clusters Score -9316819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 74082 members 
Entering Unmasked Estep 
Score: -9316821.000000 Penalty: 5623.630859
	Iteration 53Q: 3 clusters Score -9316821 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 74094 members 
Entering Unmasked Estep 
Score: -9316834.000000 Penalty: 5623.630859
	Iteration 54Q: 3 clusters Score -9316834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 74105 members 
Entering Unmasked Estep 
Score: -9316822.000000 Penalty: 5623.630859
	Iteration 55Q: 3 clusters Score -9316822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 74109 members 
Entering Unmasked Estep 
Score: -9316822.000000 Penalty: 5623.630859
	Iteration 56Q: 3 clusters Score -9316822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 74111 members 
Entering Unmasked Estep 
Score: -9316820.000000 Penalty: 5623.630859
	Iteration 57Q: 3 clusters Score -9316820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 74113 members 
Entering Unmasked Estep 
Score: -9316822.000000 Penalty: 5623.630859
	Iteration 58Q: 3 clusters Score -9316822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 74112 members 
Entering Unmasked Estep 
Score: -9316824.000000 Penalty: 5623.630859
	Iteration 59Q: 3 clusters Score -9316824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 74112 members 
Entering Unmasked Estep 
Score: -9316824.000000 Penalty: 5623.630859
	Iteration 60F: 3 clusters Score -9316824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 9194 members 
Mstep: Class 3 contains 23907 members 
Mstep: Class 4 contains 258532 members 
Mstep: Class 5 contains 267211 members 
Mstep: Class 6 contains 10145 members 
Mstep: Class 7 contains 213286 members 
Mstep: Class 8 contains 21070 members 
Mstep: Class 9 contains 42102 members 
Mstep: Class 10 contains 9837 members 
Mstep: Class 11 contains 25294 members 
Mstep: Class 12 contains 26970 members 
Mstep: Class 13 contains 2793 members 
Mstep: Class 14 contains 12681 members 
Mstep: Class 15 contains 254534 members 
Mstep: Class 16 contains 173427 members 
Mstep: Class 17 contains 162814 members 
Mstep: Class 18 contains 101753 members 
Mstep: Class 19 contains 18864 members 
Mstep: Class 20 contains 224179 members 
Mstep: Class 21 contains 34501 members 
Mstep: Class 22 contains 74112 members 
Entering Unmasked Estep 
Score: -235275488.000000 Penalty: 79132.335938
Splitting cluster 10 changes total score from -235176032.000000 to -235275488.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 11 (25294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Entering Unmasked Estep 
Score: -2803433.500000 Penalty: 2514.303955
	Iteration 0F: 2 clusters Score -2803434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -2786098.000000 Penalty: 5028.607910
	Iteration 0F: 3 clusters Score -2786098 nChanged 11441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -2795541.500000 Penalty: 5028.607910
	Iteration 1F: 3 clusters Score -2795542 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -2799492.500000 Penalty: 5028.607910
	Iteration 2F: 3 clusters Score -2799492 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -2804085.000000 Penalty: 5028.607910
	Iteration 3F: 3 clusters Score -2804085 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -2808515.000000 Penalty: 5028.607910
	Iteration 4F: 3 clusters Score -2808515 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -2811949.500000 Penalty: 5028.607910
	Iteration 5F: 3 clusters Score -2811950 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -2814513.750000 Penalty: 5028.607910
	Iteration 6F: 3 clusters Score -2814514 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -2816009.000000 Penalty: 5028.607910
	Iteration 7Q: 3 clusters Score -2816009 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -2816928.250000 Penalty: 5028.607910
	Iteration 8Q: 3 clusters Score -2816928 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -2817646.500000 Penalty: 5028.607910
	Iteration 9Q: 3 clusters Score -2817646 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -2818156.500000 Penalty: 5028.607910
	Iteration 10Q: 3 clusters Score -2818156 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -2818592.750000 Penalty: 5028.607910
	Iteration 11Q: 3 clusters Score -2818593 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -2818946.750000 Penalty: 5028.607910
	Iteration 12Q: 3 clusters Score -2818947 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -2819134.500000 Penalty: 5028.607910
	Iteration 13Q: 3 clusters Score -2819134 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -2819287.250000 Penalty: 5028.607910
	Iteration 14Q: 3 clusters Score -2819287 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -2819383.750000 Penalty: 5028.607910
	Iteration 15Q: 3 clusters Score -2819384 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -2819445.000000 Penalty: 5028.607910
	Iteration 16Q: 3 clusters Score -2819445 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -2819462.250000 Penalty: 5028.607910
	Iteration 17Q: 3 clusters Score -2819462 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -2819473.000000 Penalty: 5028.607910
	Iteration 18Q: 3 clusters Score -2819473 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -2819485.000000 Penalty: 5028.607910
	Iteration 19Q: 3 clusters Score -2819485 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -2819702.250000 Penalty: 5028.607910
	Iteration 20F: 3 clusters Score -2819702 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -2819916.500000 Penalty: 5028.607910
	Iteration 21Q: 3 clusters Score -2819916 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -2820040.250000 Penalty: 5028.607910
	Iteration 22Q: 3 clusters Score -2820040 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -2820075.000000 Penalty: 5028.607910
	Iteration 23Q: 3 clusters Score -2820075 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -2820082.250000 Penalty: 5028.607910
	Iteration 24Q: 3 clusters Score -2820082 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -2820097.500000 Penalty: 5028.607910
	Iteration 25Q: 3 clusters Score -2820098 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -2820105.000000 Penalty: 5028.607910
	Iteration 26Q: 3 clusters Score -2820105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -2820106.000000 Penalty: 5028.607910
	Iteration 27Q: 3 clusters Score -2820106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -2820101.500000 Penalty: 5028.607910
	Iteration 28Q: 3 clusters Score -2820102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -2820107.250000 Penalty: 5028.607910
	Iteration 29Q: 3 clusters Score -2820107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -2820105.750000 Penalty: 5028.607910
	Iteration 30Q: 3 clusters Score -2820106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -2820107.750000 Penalty: 5028.607910
	Iteration 31Q: 3 clusters Score -2820108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -2820107.000000 Penalty: 5028.607910
	Iteration 32Q: 3 clusters Score -2820107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -2820104.000000 Penalty: 5028.607910
	Iteration 33Q: 3 clusters Score -2820104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -2820104.000000 Penalty: 5028.607910
	Iteration 34F: 3 clusters Score -2820104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 9194 members 
Mstep: Class 3 contains 23907 members 
Mstep: Class 4 contains 258532 members 
Mstep: Class 5 contains 267211 members 
Mstep: Class 6 contains 10145 members 
Mstep: Class 7 contains 213286 members 
Mstep: Class 8 contains 21070 members 
Mstep: Class 9 contains 42102 members 
Mstep: Class 10 contains 9837 members 
Mstep: Class 11 contains 9781 members 
Mstep: Class 12 contains 26970 members 
Mstep: Class 13 contains 2793 members 
Mstep: Class 14 contains 12681 members 
Mstep: Class 15 contains 254534 members 
Mstep: Class 16 contains 173427 members 
Mstep: Class 17 contains 162814 members 
Mstep: Class 18 contains 101753 members 
Mstep: Class 19 contains 18864 members 
Mstep: Class 20 contains 224179 members 
Mstep: Class 21 contains 34501 members 
Mstep: Class 22 contains 74112 members 
Mstep: Class 23 contains 15513 members 
Entering Unmasked Estep 
Score: -235289168.000000 Penalty: 82729.265625
Splitting cluster 11 changes total score from -235176032.000000 to -235289168.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 12 (26970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Entering Unmasked Estep 
Score: -3251932.250000 Penalty: 2530.215088
	Iteration 0F: 2 clusters Score -3251932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -3233505.000000 Penalty: 5060.430176
	Iteration 0F: 3 clusters Score -3233505 nChanged 12143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -3240420.750000 Penalty: 5060.430176
	Iteration 1F: 3 clusters Score -3240421 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -3241260.000000 Penalty: 5060.430176
	Iteration 2F: 3 clusters Score -3241260 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -3242233.500000 Penalty: 5060.430176
	Iteration 3F: 3 clusters Score -3242234 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -3243423.000000 Penalty: 5060.430176
	Iteration 4F: 3 clusters Score -3243423 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -3244775.750000 Penalty: 5060.430176
	Iteration 5F: 3 clusters Score -3244776 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -3246124.750000 Penalty: 5060.430176
	Iteration 6F: 3 clusters Score -3246125 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -3247461.250000 Penalty: 5060.430176
	Iteration 7F: 3 clusters Score -3247461 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -3248811.000000 Penalty: 5060.430176
	Iteration 8F: 3 clusters Score -3248811 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -3250108.000000 Penalty: 5060.430176
	Iteration 9F: 3 clusters Score -3250108 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -3251406.000000 Penalty: 5060.430176
	Iteration 10F: 3 clusters Score -3251406 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -3252499.250000 Penalty: 5060.430176
	Iteration 11Q: 3 clusters Score -3252499 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -3253221.250000 Penalty: 5060.430176
	Iteration 12Q: 3 clusters Score -3253221 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -3253576.500000 Penalty: 5060.430176
	Iteration 13Q: 3 clusters Score -3253576 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -3253708.000000 Penalty: 5060.430176
	Iteration 14Q: 3 clusters Score -3253708 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -3253762.000000 Penalty: 5060.430176
	Iteration 15Q: 3 clusters Score -3253762 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -3253782.250000 Penalty: 5060.430176
	Iteration 16Q: 3 clusters Score -3253782 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -3253802.500000 Penalty: 5060.430176
	Iteration 17Q: 3 clusters Score -3253802 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -3253814.000000 Penalty: 5060.430176
	Iteration 18Q: 3 clusters Score -3253814 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -3253819.750000 Penalty: 5060.430176
	Iteration 19Q: 3 clusters Score -3253820 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -3253820.500000 Penalty: 5060.430176
	Iteration 20F: 3 clusters Score -3253820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -3253820.000000 Penalty: 5060.430176
	Iteration 21Q: 3 clusters Score -3253820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -3253821.750000 Penalty: 5060.430176
	Iteration 22Q: 3 clusters Score -3253822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -3253821.500000 Penalty: 5060.430176
	Iteration 23Q: 3 clusters Score -3253822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -3253822.000000 Penalty: 5060.430176
	Iteration 24Q: 3 clusters Score -3253822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -3253823.750000 Penalty: 5060.430176
	Iteration 25Q: 3 clusters Score -3253824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -3253823.750000 Penalty: 5060.430176
	Iteration 26F: 3 clusters Score -3253824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 9194 members 
Mstep: Class 3 contains 23907 members 
Mstep: Class 4 contains 258532 members 
Mstep: Class 5 contains 267211 members 
Mstep: Class 6 contains 10145 members 
Mstep: Class 7 contains 213286 members 
Mstep: Class 8 contains 21070 members 
Mstep: Class 9 contains 42102 members 
Mstep: Class 10 contains 9837 members 
Mstep: Class 11 contains 9781 members 
Mstep: Class 12 contains 13209 members 
Mstep: Class 13 contains 2793 members 
Mstep: Class 14 contains 12681 members 
Mstep: Class 15 contains 254534 members 
Mstep: Class 16 contains 173427 members 
Mstep: Class 17 contains 162814 members 
Mstep: Class 18 contains 101753 members 
Mstep: Class 19 contains 18864 members 
Mstep: Class 20 contains 224179 members 
Mstep: Class 21 contains 34501 members 
Mstep: Class 22 contains 74112 members 
Mstep: Class 23 contains 15513 members 
Mstep: Class 24 contains 13761 members 
Entering Unmasked Estep 
Score: -235291584.000000 Penalty: 86326.187500
Splitting cluster 12 changes total score from -235176032.000000 to -235291584.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 13 (2793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Entering Unmasked Estep 
Score: -272768.000000 Penalty: 1967.848145
	Iteration 0F: 2 clusters Score -272768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -269951.531250 Penalty: 3935.696289
	Iteration 0F: 3 clusters Score -269951.5 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -272114.500000 Penalty: 3935.696289
	Iteration 1F: 3 clusters Score -272114.5 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -273448.656250 Penalty: 3935.696289
	Iteration 2F: 3 clusters Score -273448.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -274452.000000 Penalty: 3935.696289
	Iteration 3F: 3 clusters Score -274452 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -275155.125000 Penalty: 3935.696289
	Iteration 4F: 3 clusters Score -275155.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -275449.968750 Penalty: 3935.696289
	Iteration 5Q: 3 clusters Score -275450 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -275531.875000 Penalty: 3935.696289
	Iteration 6Q: 3 clusters Score -275531.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -275595.250000 Penalty: 3935.696289
	Iteration 7Q: 3 clusters Score -275595.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -275627.375000 Penalty: 3935.696289
	Iteration 8Q: 3 clusters Score -275627.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -275639.937500 Penalty: 3935.696289
	Iteration 9Q: 3 clusters Score -275639.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -275651.562500 Penalty: 3935.696289
	Iteration 10Q: 3 clusters Score -275651.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -275665.343750 Penalty: 3935.696289
	Iteration 11Q: 3 clusters Score -275665.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -275678.718750 Penalty: 3935.696289
	Iteration 12Q: 3 clusters Score -275678.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -275707.812500 Penalty: 3935.696289
	Iteration 13Q: 3 clusters Score -275707.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -275737.093750 Penalty: 3935.696289
	Iteration 14Q: 3 clusters Score -275737.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -275774.593750 Penalty: 3935.696289
	Iteration 15Q: 3 clusters Score -275774.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -275837.781250 Penalty: 3935.696289
	Iteration 16Q: 3 clusters Score -275837.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -275955.468750 Penalty: 3935.696289
	Iteration 17Q: 3 clusters Score -275955.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -276023.031250 Penalty: 3935.696289
	Iteration 18Q: 3 clusters Score -276023 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -276064.593750 Penalty: 3935.696289
	Iteration 19Q: 3 clusters Score -276064.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -276083.343750 Penalty: 3935.696289
	Iteration 20F: 3 clusters Score -276083.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -276090.312500 Penalty: 3935.696289
	Iteration 21Q: 3 clusters Score -276090.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -276094.062500 Penalty: 3935.696289
	Iteration 22Q: 3 clusters Score -276094.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -276094.750000 Penalty: 3935.696289
	Iteration 23Q: 3 clusters Score -276094.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -276094.750000 Penalty: 3935.696289
	Iteration 24F: 3 clusters Score -276094.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 9194 members 
Mstep: Class 3 contains 23907 members 
Mstep: Class 4 contains 258532 members 
Mstep: Class 5 contains 267211 members 
Mstep: Class 6 contains 10145 members 
Mstep: Class 7 contains 213286 members 
Mstep: Class 8 contains 21070 members 
Mstep: Class 9 contains 42102 members 
Mstep: Class 10 contains 9837 members 
Mstep: Class 11 contains 9781 members 
Mstep: Class 12 contains 13209 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 12681 members 
Mstep: Class 15 contains 254534 members 
Mstep: Class 16 contains 173427 members 
Mstep: Class 17 contains 162814 members 
Mstep: Class 18 contains 101753 members 
Mstep: Class 19 contains 18864 members 
Mstep: Class 20 contains 224179 members 
Mstep: Class 21 contains 34501 members 
Mstep: Class 22 contains 74112 members 
Mstep: Class 23 contains 15513 members 
Mstep: Class 24 contains 13761 members 
Mstep: Class 25 contains 1425 members 
Entering Unmasked Estep 
Score: -235290288.000000 Penalty: 89923.109375
Splitting cluster 13 changes total score from -235176032.000000 to -235290288.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 14 (12681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Entering Unmasked Estep 
Score: -1495228.125000 Penalty: 2343.069336
	Iteration 0F: 2 clusters Score -1495228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1485879.250000 Penalty: 4686.138672
	Iteration 0F: 3 clusters Score -1485879 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1489246.250000 Penalty: 4686.138672
	Iteration 1F: 3 clusters Score -1489246 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1490475.750000 Penalty: 4686.138672
	Iteration 2F: 3 clusters Score -1490476 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1491870.500000 Penalty: 4686.138672
	Iteration 3F: 3 clusters Score -1491870 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1492998.125000 Penalty: 4686.138672
	Iteration 4F: 3 clusters Score -1492998 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1493741.000000 Penalty: 4686.138672
	Iteration 5F: 3 clusters Score -1493741 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1494251.750000 Penalty: 4686.138672
	Iteration 6F: 3 clusters Score -1494252 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1494619.250000 Penalty: 4686.138672
	Iteration 7Q: 3 clusters Score -1494619 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1494846.250000 Penalty: 4686.138672
	Iteration 8Q: 3 clusters Score -1494846 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1495002.875000 Penalty: 4686.138672
	Iteration 9Q: 3 clusters Score -1495003 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1495114.500000 Penalty: 4686.138672
	Iteration 10Q: 3 clusters Score -1495114 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1495192.750000 Penalty: 4686.138672
	Iteration 11Q: 3 clusters Score -1495193 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1495245.500000 Penalty: 4686.138672
	Iteration 12Q: 3 clusters Score -1495246 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1495280.375000 Penalty: 4686.138672
	Iteration 13Q: 3 clusters Score -1495280 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1495303.000000 Penalty: 4686.138672
	Iteration 14Q: 3 clusters Score -1495303 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1495307.875000 Penalty: 4686.138672
	Iteration 15Q: 3 clusters Score -1495308 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1495325.750000 Penalty: 4686.138672
	Iteration 16Q: 3 clusters Score -1495326 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1495333.000000 Penalty: 4686.138672
	Iteration 17Q: 3 clusters Score -1495333 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1495341.125000 Penalty: 4686.138672
	Iteration 18Q: 3 clusters Score -1495341 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1495352.500000 Penalty: 4686.138672
	Iteration 19Q: 3 clusters Score -1495352 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1495358.000000 Penalty: 4686.138672
	Iteration 20F: 3 clusters Score -1495358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1495360.625000 Penalty: 4686.138672
	Iteration 21Q: 3 clusters Score -1495361 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1495366.125000 Penalty: 4686.138672
	Iteration 22Q: 3 clusters Score -1495366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1495370.875000 Penalty: 4686.138672
	Iteration 23Q: 3 clusters Score -1495371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1495372.000000 Penalty: 4686.138672
	Iteration 24Q: 3 clusters Score -1495372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1495373.500000 Penalty: 4686.138672
	Iteration 25Q: 3 clusters Score -1495374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1495378.125000 Penalty: 4686.138672
	Iteration 26Q: 3 clusters Score -1495378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1495383.125000 Penalty: 4686.138672
	Iteration 27Q: 3 clusters Score -1495383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1495383.375000 Penalty: 4686.138672
	Iteration 28Q: 3 clusters Score -1495383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1495384.375000 Penalty: 4686.138672
	Iteration 29Q: 3 clusters Score -1495384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1495380.500000 Penalty: 4686.138672
	Iteration 30Q: 3 clusters Score -1495380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1495386.125000 Penalty: 4686.138672
	Iteration 31Q: 3 clusters Score -1495386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1495387.375000 Penalty: 4686.138672
	Iteration 32Q: 3 clusters Score -1495387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1495387.375000 Penalty: 4686.138672
	Iteration 33F: 3 clusters Score -1495387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 9194 members 
Mstep: Class 3 contains 23907 members 
Mstep: Class 4 contains 258532 members 
Mstep: Class 5 contains 267211 members 
Mstep: Class 6 contains 10145 members 
Mstep: Class 7 contains 213286 members 
Mstep: Class 8 contains 21070 members 
Mstep: Class 9 contains 42102 members 
Mstep: Class 10 contains 9837 members 
Mstep: Class 11 contains 9781 members 
Mstep: Class 12 contains 13209 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 1867 members 
Mstep: Class 15 contains 254534 members 
Mstep: Class 16 contains 173427 members 
Mstep: Class 17 contains 162814 members 
Mstep: Class 18 contains 101753 members 
Mstep: Class 19 contains 18864 members 
Mstep: Class 20 contains 224179 members 
Mstep: Class 21 contains 34501 members 
Mstep: Class 22 contains 74112 members 
Mstep: Class 23 contains 15513 members 
Mstep: Class 24 contains 13761 members 
Mstep: Class 25 contains 1425 members 
Mstep: Class 26 contains 10814 members 
Entering Unmasked Estep 
Score: -235289520.000000 Penalty: 93520.039062
Splitting cluster 14 changes total score from -235176032.000000 to -235289520.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 15 (254534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254534 members 
Entering Unmasked Estep 
Score: -30827578.000000 Penalty: 3086.902832
	Iteration 0F: 2 clusters Score -3.082758e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127635 members 
Mstep: Class 2 contains 126899 members 
Entering Unmasked Estep 
Score: -30658390.000000 Penalty: 6173.805664
	Iteration 0F: 3 clusters Score -3.065839e+07 nChanged 123259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132392 members 
Mstep: Class 2 contains 122142 members 
Entering Unmasked Estep 
Score: -30733238.000000 Penalty: 6173.805664
	Iteration 1F: 3 clusters Score -3.073324e+07 nChanged 8322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135550 members 
Mstep: Class 2 contains 118984 members 
Entering Unmasked Estep 
Score: -30735706.000000 Penalty: 6173.805664
	Iteration 2Q: 3 clusters Score -3.073571e+07 nChanged 10100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140728 members 
Mstep: Class 2 contains 113806 members 
Entering Unmasked Estep 
Score: -30739580.000000 Penalty: 6173.805664
	Iteration 3Q: 3 clusters Score -3.073958e+07 nChanged 12634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149046 members 
Mstep: Class 2 contains 105488 members 
Entering Unmasked Estep 
Score: -30745922.000000 Penalty: 6173.805664
	Iteration 4Q: 3 clusters Score -3.074592e+07 nChanged 15924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161454 members 
Mstep: Class 2 contains 93080 members 
Entering Unmasked Estep 
Score: -30755730.000000 Penalty: 6173.805664
	Iteration 5F: 3 clusters Score -3.075573e+07 nChanged 19283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177799 members 
Mstep: Class 2 contains 76735 members 
Entering Unmasked Estep 
Score: -30771226.000000 Penalty: 6173.805664
	Iteration 6F: 3 clusters Score -3.077123e+07 nChanged 20073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195270 members 
Mstep: Class 2 contains 59264 members 
Entering Unmasked Estep 
Score: -30790574.000000 Penalty: 6173.805664
	Iteration 7F: 3 clusters Score -3.079057e+07 nChanged 16582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208824 members 
Mstep: Class 2 contains 45710 members 
Entering Unmasked Estep 
Score: -30806952.000000 Penalty: 6173.805664
	Iteration 8F: 3 clusters Score -3.080695e+07 nChanged 11033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216397 members 
Mstep: Class 2 contains 38137 members 
Entering Unmasked Estep 
Score: -30816530.000000 Penalty: 6173.805664
	Iteration 9Q: 3 clusters Score -3.081653e+07 nChanged 6774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220429 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
Score: -30821070.000000 Penalty: 6173.805664
	Iteration 10Q: 3 clusters Score -3.082107e+07 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222883 members 
Mstep: Class 2 contains 31651 members 
Entering Unmasked Estep 
Score: -30823080.000000 Penalty: 6173.805664
	Iteration 11Q: 3 clusters Score -3.082308e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224637 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -30824016.000000 Penalty: 6173.805664
	Iteration 12Q: 3 clusters Score -3.082402e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226056 members 
Mstep: Class 2 contains 28478 members 
Entering Unmasked Estep 
Score: -30824714.000000 Penalty: 6173.805664
	Iteration 13Q: 3 clusters Score -3.082471e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227205 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -30824836.000000 Penalty: 6173.805664
	Iteration 14Q: 3 clusters Score -3.082484e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228193 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -30825070.000000 Penalty: 6173.805664
	Iteration 15Q: 3 clusters Score -3.082507e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229062 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -30825034.000000 Penalty: 6173.805664
	Iteration 16Q: 3 clusters Score -3.082503e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229927 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -30825178.000000 Penalty: 6173.805664
	Iteration 17Q: 3 clusters Score -3.082518e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230720 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -30825224.000000 Penalty: 6173.805664
	Iteration 18Q: 3 clusters Score -3.082522e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231520 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -30825202.000000 Penalty: 6173.805664
	Iteration 19Q: 3 clusters Score -3.08252e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232310 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -30825266.000000 Penalty: 6173.805664
	Iteration 20F: 3 clusters Score -3.082527e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233085 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -30825354.000000 Penalty: 6173.805664
	Iteration 21Q: 3 clusters Score -3.082535e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233874 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -30825444.000000 Penalty: 6173.805664
	Iteration 22Q: 3 clusters Score -3.082544e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234680 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -30825568.000000 Penalty: 6173.805664
	Iteration 23Q: 3 clusters Score -3.082557e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235535 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -30825766.000000 Penalty: 6173.805664
	Iteration 24Q: 3 clusters Score -3.082577e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236446 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -30825914.000000 Penalty: 6173.805664
	Iteration 25Q: 3 clusters Score -3.082591e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237374 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -30825986.000000 Penalty: 6173.805664
	Iteration 26Q: 3 clusters Score -3.082599e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238341 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -30826134.000000 Penalty: 6173.805664
	Iteration 27Q: 3 clusters Score -3.082613e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239296 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -30826366.000000 Penalty: 6173.805664
	Iteration 28Q: 3 clusters Score -3.082637e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240230 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -30826448.000000 Penalty: 6173.805664
	Iteration 29Q: 3 clusters Score -3.082645e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241183 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -30826658.000000 Penalty: 6173.805664
	Iteration 30Q: 3 clusters Score -3.082666e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242111 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -30826920.000000 Penalty: 6173.805664
	Iteration 31Q: 3 clusters Score -3.082692e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243037 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -30827090.000000 Penalty: 6173.805664
	Iteration 32Q: 3 clusters Score -3.082709e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243885 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -30827240.000000 Penalty: 6173.805664
	Iteration 33Q: 3 clusters Score -3.082724e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244742 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -30827364.000000 Penalty: 6173.805664
	Iteration 34Q: 3 clusters Score -3.082736e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245526 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -30827424.000000 Penalty: 6173.805664
	Iteration 35Q: 3 clusters Score -3.082742e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246242 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -30827600.000000 Penalty: 6173.805664
	Iteration 36Q: 3 clusters Score -3.08276e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246851 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -30827756.000000 Penalty: 6173.805664
	Iteration 37Q: 3 clusters Score -3.082776e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247358 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -30827904.000000 Penalty: 6173.805664
	Iteration 38Q: 3 clusters Score -3.08279e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247818 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -30827956.000000 Penalty: 6173.805664
	Iteration 39Q: 3 clusters Score -3.082796e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248231 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -30828074.000000 Penalty: 6173.805664
	Iteration 40F: 3 clusters Score -3.082807e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248575 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -30828234.000000 Penalty: 6173.805664
	Iteration 41Q: 3 clusters Score -3.082823e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248901 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -30828272.000000 Penalty: 6173.805664
	Iteration 42Q: 3 clusters Score -3.082827e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249183 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -30828298.000000 Penalty: 6173.805664
	Iteration 43Q: 3 clusters Score -3.08283e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249421 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -30828388.000000 Penalty: 6173.805664
	Iteration 44Q: 3 clusters Score -3.082839e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249640 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -30828410.000000 Penalty: 6173.805664
	Iteration 45Q: 3 clusters Score -3.082841e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249798 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -30828432.000000 Penalty: 6173.805664
	Iteration 46Q: 3 clusters Score -3.082843e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249942 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -30828526.000000 Penalty: 6173.805664
	Iteration 47Q: 3 clusters Score -3.082853e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250067 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -30828542.000000 Penalty: 6173.805664
	Iteration 48Q: 3 clusters Score -3.082854e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250168 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -30828526.000000 Penalty: 6173.805664
	Iteration 49Q: 3 clusters Score -3.082853e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250251 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -30828580.000000 Penalty: 6173.805664
	Iteration 50Q: 3 clusters Score -3.082858e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250333 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -30828582.000000 Penalty: 6173.805664
	Iteration 51Q: 3 clusters Score -3.082858e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250424 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -30828604.000000 Penalty: 6173.805664
	Iteration 52Q: 3 clusters Score -3.08286e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250507 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -30828608.000000 Penalty: 6173.805664
	Iteration 53Q: 3 clusters Score -3.082861e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250586 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -30828638.000000 Penalty: 6173.805664
	Iteration 54Q: 3 clusters Score -3.082864e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250643 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -30828688.000000 Penalty: 6173.805664
	Iteration 55Q: 3 clusters Score -3.082869e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250686 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -30828642.000000 Penalty: 6173.805664
	Iteration 56Q: 3 clusters Score -3.082864e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250723 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -30828700.000000 Penalty: 6173.805664
	Iteration 57Q: 3 clusters Score -3.08287e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250759 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -30828698.000000 Penalty: 6173.805664
	Iteration 58Q: 3 clusters Score -3.08287e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250802 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -30828682.000000 Penalty: 6173.805664
	Iteration 59Q: 3 clusters Score -3.082868e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250839 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -30828694.000000 Penalty: 6173.805664
	Iteration 60F: 3 clusters Score -3.082869e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250872 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -30828692.000000 Penalty: 6173.805664
	Iteration 61Q: 3 clusters Score -3.082869e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250894 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -30828724.000000 Penalty: 6173.805664
	Iteration 62Q: 3 clusters Score -3.082872e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250919 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -30828752.000000 Penalty: 6173.805664
	Iteration 63Q: 3 clusters Score -3.082875e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250937 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -30828786.000000 Penalty: 6173.805664
	Iteration 64Q: 3 clusters Score -3.082879e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250957 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -30828776.000000 Penalty: 6173.805664
	Iteration 65Q: 3 clusters Score -3.082878e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250969 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -30828770.000000 Penalty: 6173.805664
	Iteration 66Q: 3 clusters Score -3.082877e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250986 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -30828744.000000 Penalty: 6173.805664
	Iteration 67Q: 3 clusters Score -3.082874e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250998 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -30828740.000000 Penalty: 6173.805664
	Iteration 68Q: 3 clusters Score -3.082874e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251010 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -30828748.000000 Penalty: 6173.805664
	Iteration 69Q: 3 clusters Score -3.082875e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251023 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -30828744.000000 Penalty: 6173.805664
	Iteration 70Q: 3 clusters Score -3.082874e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251034 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -30828746.000000 Penalty: 6173.805664
	Iteration 71Q: 3 clusters Score -3.082875e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251045 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -30828764.000000 Penalty: 6173.805664
	Iteration 72Q: 3 clusters Score -3.082876e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251057 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -30828744.000000 Penalty: 6173.805664
	Iteration 73Q: 3 clusters Score -3.082874e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251068 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -30828734.000000 Penalty: 6173.805664
	Iteration 74Q: 3 clusters Score -3.082873e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251079 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -30828748.000000 Penalty: 6173.805664
	Iteration 75Q: 3 clusters Score -3.082875e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251086 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -30828740.000000 Penalty: 6173.805664
	Iteration 76Q: 3 clusters Score -3.082874e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251096 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -30828754.000000 Penalty: 6173.805664
	Iteration 77Q: 3 clusters Score -3.082875e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251102 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -30828748.000000 Penalty: 6173.805664
	Iteration 78Q: 3 clusters Score -3.082875e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251106 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -30828744.000000 Penalty: 6173.805664
	Iteration 79Q: 3 clusters Score -3.082874e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251109 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -30828736.000000 Penalty: 6173.805664
	Iteration 80F: 3 clusters Score -3.082874e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251111 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -30828744.000000 Penalty: 6173.805664
	Iteration 81Q: 3 clusters Score -3.082874e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251111 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -30828744.000000 Penalty: 6173.805664
	Iteration 82F: 3 clusters Score -3.082874e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 9194 members 
Mstep: Class 3 contains 23907 members 
Mstep: Class 4 contains 258532 members 
Mstep: Class 5 contains 267211 members 
Mstep: Class 6 contains 10145 members 
Mstep: Class 7 contains 213286 members 
Mstep: Class 8 contains 21070 members 
Mstep: Class 9 contains 42102 members 
Mstep: Class 10 contains 9837 members 
Mstep: Class 11 contains 9781 members 
Mstep: Class 12 contains 13209 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 1867 members 
Mstep: Class 15 contains 251111 members 
Mstep: Class 16 contains 173427 members 
Mstep: Class 17 contains 162814 members 
Mstep: Class 18 contains 101753 members 
Mstep: Class 19 contains 18864 members 
Mstep: Class 20 contains 224179 members 
Mstep: Class 21 contains 34501 members 
Mstep: Class 22 contains 74112 members 
Mstep: Class 23 contains 15513 members 
Mstep: Class 24 contains 13761 members 
Mstep: Class 25 contains 1425 members 
Mstep: Class 26 contains 10814 members 
Mstep: Class 27 contains 3423 members 
Entering Unmasked Estep 
Score: -235289776.000000 Penalty: 97116.960938
Splitting cluster 15 changes total score from -235176032.000000 to -235289776.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 16 (173427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173427 members 
Entering Unmasked Estep 
Score: -20645444.000000 Penalty: 2991.750977
	Iteration 0F: 2 clusters Score -2.064544e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86807 members 
Mstep: Class 2 contains 86620 members 
Entering Unmasked Estep 
Score: -20529342.000000 Penalty: 5983.501953
	Iteration 0F: 3 clusters Score -2.052934e+07 nChanged 83032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87947 members 
Mstep: Class 2 contains 85480 members 
Entering Unmasked Estep 
Score: -20577140.000000 Penalty: 5983.501953
	Iteration 1F: 3 clusters Score -2.057714e+07 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88914 members 
Mstep: Class 2 contains 84513 members 
Entering Unmasked Estep 
Score: -20578450.000000 Penalty: 5983.501953
	Iteration 2Q: 3 clusters Score -2.057845e+07 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90385 members 
Mstep: Class 2 contains 83042 members 
Entering Unmasked Estep 
Score: -20579814.000000 Penalty: 5983.501953
	Iteration 3Q: 3 clusters Score -2.057981e+07 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92663 members 
Mstep: Class 2 contains 80764 members 
Entering Unmasked Estep 
Score: -20581890.000000 Penalty: 5983.501953
	Iteration 4Q: 3 clusters Score -2.058189e+07 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96110 members 
Mstep: Class 2 contains 77317 members 
Entering Unmasked Estep 
Score: -20583992.000000 Penalty: 5983.501953
	Iteration 5Q: 3 clusters Score -2.058399e+07 nChanged 7664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101046 members 
Mstep: Class 2 contains 72381 members 
Entering Unmasked Estep 
Score: -20586914.000000 Penalty: 5983.501953
	Iteration 6Q: 3 clusters Score -2.058691e+07 nChanged 8640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107562 members 
Mstep: Class 2 contains 65865 members 
Entering Unmasked Estep 
Score: -20591380.000000 Penalty: 5983.501953
	Iteration 7Q: 3 clusters Score -2.059138e+07 nChanged 9930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115888 members 
Mstep: Class 2 contains 57539 members 
Entering Unmasked Estep 
Score: -20597414.000000 Penalty: 5983.501953
	Iteration 8F: 3 clusters Score -2.059741e+07 nChanged 10897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125775 members 
Mstep: Class 2 contains 47652 members 
Entering Unmasked Estep 
Score: -20605174.000000 Penalty: 5983.501953
	Iteration 9F: 3 clusters Score -2.060517e+07 nChanged 10849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136026 members 
Mstep: Class 2 contains 37401 members 
Entering Unmasked Estep 
Score: -20613852.000000 Penalty: 5983.501953
	Iteration 10F: 3 clusters Score -2.061385e+07 nChanged 9678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145344 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -20622238.000000 Penalty: 5983.501953
	Iteration 11F: 3 clusters Score -2.062224e+07 nChanged 7855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153035 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -20628896.000000 Penalty: 5983.501953
	Iteration 12Q: 3 clusters Score -2.06289e+07 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158648 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -20633200.000000 Penalty: 5983.501953
	Iteration 13Q: 3 clusters Score -2.06332e+07 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162746 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -20636366.000000 Penalty: 5983.501953
	Iteration 14Q: 3 clusters Score -2.063637e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165796 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -20638502.000000 Penalty: 5983.501953
	Iteration 15Q: 3 clusters Score -2.06385e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168002 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -20639982.000000 Penalty: 5983.501953
	Iteration 16Q: 3 clusters Score -2.063998e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169548 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -20640916.000000 Penalty: 5983.501953
	Iteration 17Q: 3 clusters Score -2.064092e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170649 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -20641622.000000 Penalty: 5983.501953
	Iteration 18Q: 3 clusters Score -2.064162e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171374 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -20642024.000000 Penalty: 5983.501953
	Iteration 19Q: 3 clusters Score -2.064202e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171823 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -20642196.000000 Penalty: 5983.501953
	Iteration 20F: 3 clusters Score -2.06422e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172114 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -20642400.000000 Penalty: 5983.501953
	Iteration 21Q: 3 clusters Score -2.06424e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172301 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -20642546.000000 Penalty: 5983.501953
	Iteration 22Q: 3 clusters Score -2.064255e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172418 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -20642610.000000 Penalty: 5983.501953
	Iteration 23Q: 3 clusters Score -2.064261e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172509 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -20642628.000000 Penalty: 5983.501953
	Iteration 24Q: 3 clusters Score -2.064263e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172591 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -20642666.000000 Penalty: 5983.501953
	Iteration 25Q: 3 clusters Score -2.064267e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172645 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -20642716.000000 Penalty: 5983.501953
	Iteration 26Q: 3 clusters Score -2.064272e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172695 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -20642760.000000 Penalty: 5983.501953
	Iteration 27Q: 3 clusters Score -2.064276e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172729 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -20642790.000000 Penalty: 5983.501953
	Iteration 28Q: 3 clusters Score -2.064279e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172747 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -20642804.000000 Penalty: 5983.501953
	Iteration 29Q: 3 clusters Score -2.06428e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172750 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -20642806.000000 Penalty: 5983.501953
	Iteration 30Q: 3 clusters Score -2.064281e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172760 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -20642808.000000 Penalty: 5983.501953
	Iteration 31Q: 3 clusters Score -2.064281e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172772 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -20642836.000000 Penalty: 5983.501953
	Iteration 32Q: 3 clusters Score -2.064284e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172778 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -20642822.000000 Penalty: 5983.501953
	Iteration 33Q: 3 clusters Score -2.064282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172783 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -20642812.000000 Penalty: 5983.501953
	Iteration 34Q: 3 clusters Score -2.064281e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172784 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -20642824.000000 Penalty: 5983.501953
	Iteration 35Q: 3 clusters Score -2.064282e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172784 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -20642824.000000 Penalty: 5983.501953
	Iteration 36F: 3 clusters Score -2.064282e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (162814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162814 members 
Entering Unmasked Estep 
Score: -19732958.000000 Penalty: 2976.090088
	Iteration 0F: 2 clusters Score -1.973296e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81616 members 
Mstep: Class 2 contains 81198 members 
Entering Unmasked Estep 
Score: -19624010.000000 Penalty: 5952.180176
	Iteration 0F: 3 clusters Score -1.962401e+07 nChanged 78059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83623 members 
Mstep: Class 2 contains 79191 members 
Entering Unmasked Estep 
Score: -19669950.000000 Penalty: 5952.180176
	Iteration 1F: 3 clusters Score -1.966995e+07 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85132 members 
Mstep: Class 2 contains 77682 members 
Entering Unmasked Estep 
Score: -19672500.000000 Penalty: 5952.180176
	Iteration 2Q: 3 clusters Score -1.96725e+07 nChanged 8202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88068 members 
Mstep: Class 2 contains 74746 members 
Entering Unmasked Estep 
Score: -19677374.000000 Penalty: 5952.180176
	Iteration 3F: 3 clusters Score -1.967737e+07 nChanged 11119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93229 members 
Mstep: Class 2 contains 69585 members 
Entering Unmasked Estep 
Score: -19685338.000000 Penalty: 5952.180176
	Iteration 4F: 3 clusters Score -1.968534e+07 nChanged 13748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101149 members 
Mstep: Class 2 contains 61665 members 
Entering Unmasked Estep 
Score: -19696340.000000 Penalty: 5952.180176
	Iteration 5F: 3 clusters Score -1.969634e+07 nChanged 14210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110311 members 
Mstep: Class 2 contains 52503 members 
Entering Unmasked Estep 
Score: -19708142.000000 Penalty: 5952.180176
	Iteration 6F: 3 clusters Score -1.970814e+07 nChanged 11804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118503 members 
Mstep: Class 2 contains 44311 members 
Entering Unmasked Estep 
Score: -19718178.000000 Penalty: 5952.180176
	Iteration 7F: 3 clusters Score -1.971818e+07 nChanged 8205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124318 members 
Mstep: Class 2 contains 38496 members 
Entering Unmasked Estep 
Score: -19724816.000000 Penalty: 5952.180176
	Iteration 8F: 3 clusters Score -1.972482e+07 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128380 members 
Mstep: Class 2 contains 34434 members 
Entering Unmasked Estep 
Score: -19729354.000000 Penalty: 5952.180176
	Iteration 9Q: 3 clusters Score -1.972935e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131339 members 
Mstep: Class 2 contains 31475 members 
Entering Unmasked Estep 
Score: -19732822.000000 Penalty: 5952.180176
	Iteration 10Q: 3 clusters Score -1.973282e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133390 members 
Mstep: Class 2 contains 29424 members 
Entering Unmasked Estep 
Score: -19734978.000000 Penalty: 5952.180176
	Iteration 11Q: 3 clusters Score -1.973498e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134799 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -19736188.000000 Penalty: 5952.180176
	Iteration 12Q: 3 clusters Score -1.973619e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135899 members 
Mstep: Class 2 contains 26915 members 
Entering Unmasked Estep 
Score: -19736808.000000 Penalty: 5952.180176
	Iteration 13Q: 3 clusters Score -1.973681e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136722 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -19737230.000000 Penalty: 5952.180176
	Iteration 14Q: 3 clusters Score -1.973723e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137362 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -19737418.000000 Penalty: 5952.180176
	Iteration 15Q: 3 clusters Score -1.973742e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137886 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -19737568.000000 Penalty: 5952.180176
	Iteration 16Q: 3 clusters Score -1.973757e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138319 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -19737642.000000 Penalty: 5952.180176
	Iteration 17Q: 3 clusters Score -1.973764e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138698 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -19737654.000000 Penalty: 5952.180176
	Iteration 18Q: 3 clusters Score -1.973765e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138991 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -19737666.000000 Penalty: 5952.180176
	Iteration 19Q: 3 clusters Score -1.973767e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139289 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -19737688.000000 Penalty: 5952.180176
	Iteration 20F: 3 clusters Score -1.973769e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139563 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -19737768.000000 Penalty: 5952.180176
	Iteration 21Q: 3 clusters Score -1.973777e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139787 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -19737754.000000 Penalty: 5952.180176
	Iteration 22Q: 3 clusters Score -1.973775e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139969 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -19737736.000000 Penalty: 5952.180176
	Iteration 23Q: 3 clusters Score -1.973774e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140119 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -19737736.000000 Penalty: 5952.180176
	Iteration 24Q: 3 clusters Score -1.973774e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140274 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -19737762.000000 Penalty: 5952.180176
	Iteration 25Q: 3 clusters Score -1.973776e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140403 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -19737788.000000 Penalty: 5952.180176
	Iteration 26Q: 3 clusters Score -1.973779e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140530 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -19737762.000000 Penalty: 5952.180176
	Iteration 27Q: 3 clusters Score -1.973776e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140652 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -19737770.000000 Penalty: 5952.180176
	Iteration 28Q: 3 clusters Score -1.973777e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140751 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -19737772.000000 Penalty: 5952.180176
	Iteration 29Q: 3 clusters Score -1.973777e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140849 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -19737768.000000 Penalty: 5952.180176
	Iteration 30Q: 3 clusters Score -1.973777e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140950 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -19737798.000000 Penalty: 5952.180176
	Iteration 31Q: 3 clusters Score -1.97378e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141040 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -19737802.000000 Penalty: 5952.180176
	Iteration 32Q: 3 clusters Score -1.97378e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141112 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -19737762.000000 Penalty: 5952.180176
	Iteration 33Q: 3 clusters Score -1.973776e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141170 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -19737768.000000 Penalty: 5952.180176
	Iteration 34Q: 3 clusters Score -1.973777e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141216 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -19737780.000000 Penalty: 5952.180176
	Iteration 35Q: 3 clusters Score -1.973778e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141273 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -19737788.000000 Penalty: 5952.180176
	Iteration 36Q: 3 clusters Score -1.973779e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141333 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -19737798.000000 Penalty: 5952.180176
	Iteration 37Q: 3 clusters Score -1.97378e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141381 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -19737808.000000 Penalty: 5952.180176
	Iteration 38Q: 3 clusters Score -1.973781e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141413 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -19737832.000000 Penalty: 5952.180176
	Iteration 39Q: 3 clusters Score -1.973783e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141436 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -19737844.000000 Penalty: 5952.180176
	Iteration 40F: 3 clusters Score -1.973784e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141460 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -19737856.000000 Penalty: 5952.180176
	Iteration 41Q: 3 clusters Score -1.973786e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141484 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -19737840.000000 Penalty: 5952.180176
	Iteration 42Q: 3 clusters Score -1.973784e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141503 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -19737842.000000 Penalty: 5952.180176
	Iteration 43Q: 3 clusters Score -1.973784e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141527 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -19737818.000000 Penalty: 5952.180176
	Iteration 44Q: 3 clusters Score -1.973782e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141546 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -19737830.000000 Penalty: 5952.180176
	Iteration 45Q: 3 clusters Score -1.973783e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141559 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -19737808.000000 Penalty: 5952.180176
	Iteration 46Q: 3 clusters Score -1.973781e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141569 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -19737812.000000 Penalty: 5952.180176
	Iteration 47Q: 3 clusters Score -1.973781e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141579 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -19737804.000000 Penalty: 5952.180176
	Iteration 48Q: 3 clusters Score -1.97378e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141589 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -19737800.000000 Penalty: 5952.180176
	Iteration 49Q: 3 clusters Score -1.97378e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141600 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -19737806.000000 Penalty: 5952.180176
	Iteration 50Q: 3 clusters Score -1.973781e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141610 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -19737800.000000 Penalty: 5952.180176
	Iteration 51Q: 3 clusters Score -1.97378e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141623 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -19737804.000000 Penalty: 5952.180176
	Iteration 52Q: 3 clusters Score -1.97378e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141630 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -19737814.000000 Penalty: 5952.180176
	Iteration 53Q: 3 clusters Score -1.973781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141635 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -19737816.000000 Penalty: 5952.180176
	Iteration 54Q: 3 clusters Score -1.973782e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141642 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -19737816.000000 Penalty: 5952.180176
	Iteration 55Q: 3 clusters Score -1.973782e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141649 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -19737816.000000 Penalty: 5952.180176
	Iteration 56Q: 3 clusters Score -1.973782e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141656 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -19737822.000000 Penalty: 5952.180176
	Iteration 57Q: 3 clusters Score -1.973782e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141667 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -19737834.000000 Penalty: 5952.180176
	Iteration 58Q: 3 clusters Score -1.973783e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141670 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -19737828.000000 Penalty: 5952.180176
	Iteration 59Q: 3 clusters Score -1.973783e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141678 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -19737832.000000 Penalty: 5952.180176
	Iteration 60F: 3 clusters Score -1.973783e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141683 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -19737822.000000 Penalty: 5952.180176
	Iteration 61Q: 3 clusters Score -1.973782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141685 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -19737822.000000 Penalty: 5952.180176
	Iteration 62Q: 3 clusters Score -1.973782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141686 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -19737828.000000 Penalty: 5952.180176
	Iteration 63Q: 3 clusters Score -1.973783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141688 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -19737818.000000 Penalty: 5952.180176
	Iteration 64Q: 3 clusters Score -1.973782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141690 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -19737820.000000 Penalty: 5952.180176
	Iteration 65Q: 3 clusters Score -1.973782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141692 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -19737824.000000 Penalty: 5952.180176
	Iteration 66Q: 3 clusters Score -1.973782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141695 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -19737830.000000 Penalty: 5952.180176
	Iteration 67Q: 3 clusters Score -1.973783e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141698 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -19737822.000000 Penalty: 5952.180176
	Iteration 68Q: 3 clusters Score -1.973782e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141702 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -19737822.000000 Penalty: 5952.180176
	Iteration 69Q: 3 clusters Score -1.973782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141703 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -19737824.000000 Penalty: 5952.180176
	Iteration 70Q: 3 clusters Score -1.973782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141703 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -19737820.000000 Penalty: 5952.180176
	Iteration 71Q: 3 clusters Score -1.973782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141704 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -19737814.000000 Penalty: 5952.180176
	Iteration 72Q: 3 clusters Score -1.973781e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141705 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -19737822.000000 Penalty: 5952.180176
	Iteration 73Q: 3 clusters Score -1.973782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141708 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -19737818.000000 Penalty: 5952.180176
	Iteration 74Q: 3 clusters Score -1.973782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141709 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -19737820.000000 Penalty: 5952.180176
	Iteration 75Q: 3 clusters Score -1.973782e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141709 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -19737820.000000 Penalty: 5952.180176
	Iteration 76F: 3 clusters Score -1.973782e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 9194 members 
Mstep: Class 3 contains 23907 members 
Mstep: Class 4 contains 258532 members 
Mstep: Class 5 contains 267211 members 
Mstep: Class 6 contains 10145 members 
Mstep: Class 7 contains 213286 members 
Mstep: Class 8 contains 21070 members 
Mstep: Class 9 contains 42102 members 
Mstep: Class 10 contains 9837 members 
Mstep: Class 11 contains 9781 members 
Mstep: Class 12 contains 13209 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 1867 members 
Mstep: Class 15 contains 251111 members 
Mstep: Class 16 contains 173427 members 
Mstep: Class 17 contains 141709 members 
Mstep: Class 18 contains 101753 members 
Mstep: Class 19 contains 18864 members 
Mstep: Class 20 contains 224179 members 
Mstep: Class 21 contains 34501 members 
Mstep: Class 22 contains 74112 members 
Mstep: Class 23 contains 15513 members 
Mstep: Class 24 contains 13761 members 
Mstep: Class 25 contains 1425 members 
Mstep: Class 26 contains 10814 members 
Mstep: Class 27 contains 3423 members 
Mstep: Class 28 contains 21105 members 
Entering Unmasked Estep 
Score: -235297232.000000 Penalty: 100713.882812
Splitting cluster 17 changes total score from -235176032.000000 to -235297232.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 18 (101753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101753 members 
Entering Unmasked Estep 
Score: -12381888.000000 Penalty: 2859.515381
	Iteration 0F: 2 clusters Score -1.238189e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50752 members 
Mstep: Class 2 contains 51001 members 
Entering Unmasked Estep 
Score: -12313942.000000 Penalty: 5719.030762
	Iteration 0F: 3 clusters Score -1.231394e+07 nChanged 48027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49361 members 
Mstep: Class 2 contains 52392 members 
Entering Unmasked Estep 
Score: -12341475.000000 Penalty: 5719.030762
	Iteration 1F: 3 clusters Score -1.234148e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48533 members 
Mstep: Class 2 contains 53220 members 
Entering Unmasked Estep 
Score: -12342558.000000 Penalty: 5719.030762
	Iteration 2Q: 3 clusters Score -1.234256e+07 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47255 members 
Mstep: Class 2 contains 54498 members 
Entering Unmasked Estep 
Score: -12343598.000000 Penalty: 5719.030762
	Iteration 3Q: 3 clusters Score -1.23436e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45357 members 
Mstep: Class 2 contains 56396 members 
Entering Unmasked Estep 
Score: -12344845.000000 Penalty: 5719.030762
	Iteration 4Q: 3 clusters Score -1.234484e+07 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42652 members 
Mstep: Class 2 contains 59101 members 
Entering Unmasked Estep 
Score: -12346645.000000 Penalty: 5719.030762
	Iteration 5Q: 3 clusters Score -1.234664e+07 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38880 members 
Mstep: Class 2 contains 62873 members 
Entering Unmasked Estep 
Score: -12349212.000000 Penalty: 5719.030762
	Iteration 6F: 3 clusters Score -1.234921e+07 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 67855 members 
Entering Unmasked Estep 
Score: -12352508.000000 Penalty: 5719.030762
	Iteration 7F: 3 clusters Score -1.235251e+07 nChanged 6928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 74093 members 
Entering Unmasked Estep 
Score: -12357467.000000 Penalty: 5719.030762
	Iteration 8F: 3 clusters Score -1.235747e+07 nChanged 7372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 81099 members 
Entering Unmasked Estep 
Score: -12363380.000000 Penalty: 5719.030762
	Iteration 9F: 3 clusters Score -1.236338e+07 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 87927 members 
Entering Unmasked Estep 
Score: -12369541.000000 Penalty: 5719.030762
	Iteration 10F: 3 clusters Score -1.236954e+07 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 93327 members 
Entering Unmasked Estep 
Score: -12374409.000000 Penalty: 5719.030762
	Iteration 11F: 3 clusters Score -1.237441e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 96784 members 
Entering Unmasked Estep 
Score: -12377263.000000 Penalty: 5719.030762
	Iteration 12Q: 3 clusters Score -1.237726e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 98739 members 
Entering Unmasked Estep 
Score: -12378709.000000 Penalty: 5719.030762
	Iteration 13Q: 3 clusters Score -1.237871e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 99717 members 
Entering Unmasked Estep 
Score: -12379340.000000 Penalty: 5719.030762
	Iteration 14Q: 3 clusters Score -1.237934e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 100195 members 
Entering Unmasked Estep 
Score: -12379628.000000 Penalty: 5719.030762
	Iteration 15Q: 3 clusters Score -1.237963e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 100435 members 
Entering Unmasked Estep 
Score: -12379785.000000 Penalty: 5719.030762
	Iteration 16Q: 3 clusters Score -1.237978e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 100576 members 
Entering Unmasked Estep 
Score: -12379859.000000 Penalty: 5719.030762
	Iteration 17Q: 3 clusters Score -1.237986e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 100659 members 
Entering Unmasked Estep 
Score: -12379896.000000 Penalty: 5719.030762
	Iteration 18Q: 3 clusters Score -1.23799e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 100733 members 
Entering Unmasked Estep 
Score: -12379927.000000 Penalty: 5719.030762
	Iteration 19Q: 3 clusters Score -1.237993e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 100776 members 
Entering Unmasked Estep 
Score: -12379949.000000 Penalty: 5719.030762
	Iteration 20F: 3 clusters Score -1.237995e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 100809 members 
Entering Unmasked Estep 
Score: -12379982.000000 Penalty: 5719.030762
	Iteration 21Q: 3 clusters Score -1.237998e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 100835 members 
Entering Unmasked Estep 
Score: -12380019.000000 Penalty: 5719.030762
	Iteration 22Q: 3 clusters Score -1.238002e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 100865 members 
Entering Unmasked Estep 
Score: -12380047.000000 Penalty: 5719.030762
	Iteration 23Q: 3 clusters Score -1.238005e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 100885 members 
Entering Unmasked Estep 
Score: -12380055.000000 Penalty: 5719.030762
	Iteration 24Q: 3 clusters Score -1.238006e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 100897 members 
Entering Unmasked Estep 
Score: -12380048.000000 Penalty: 5719.030762
	Iteration 25Q: 3 clusters Score -1.238005e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 100903 members 
Entering Unmasked Estep 
Score: -12380054.000000 Penalty: 5719.030762
	Iteration 26Q: 3 clusters Score -1.238005e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 100907 members 
Entering Unmasked Estep 
Score: -12380055.000000 Penalty: 5719.030762
	Iteration 27Q: 3 clusters Score -1.238006e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 100909 members 
Entering Unmasked Estep 
Score: -12380063.000000 Penalty: 5719.030762
	Iteration 28Q: 3 clusters Score -1.238006e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 100906 members 
Entering Unmasked Estep 
Score: -12380077.000000 Penalty: 5719.030762
	Iteration 29Q: 3 clusters Score -1.238008e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 100910 members 
Entering Unmasked Estep 
Score: -12380086.000000 Penalty: 5719.030762
	Iteration 30Q: 3 clusters Score -1.238009e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 100914 members 
Entering Unmasked Estep 
Score: -12380081.000000 Penalty: 5719.030762
	Iteration 31Q: 3 clusters Score -1.238008e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 100919 members 
Entering Unmasked Estep 
Score: -12380085.000000 Penalty: 5719.030762
	Iteration 32Q: 3 clusters Score -1.238008e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 100922 members 
Entering Unmasked Estep 
Score: -12380097.000000 Penalty: 5719.030762
	Iteration 33Q: 3 clusters Score -1.23801e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 100922 members 
Entering Unmasked Estep 
Score: -12380095.000000 Penalty: 5719.030762
	Iteration 34Q: 3 clusters Score -1.23801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 100921 members 
Entering Unmasked Estep 
Score: -12380095.000000 Penalty: 5719.030762
	Iteration 35Q: 3 clusters Score -1.23801e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 100921 members 
Entering Unmasked Estep 
Score: -12380095.000000 Penalty: 5719.030762
	Iteration 36F: 3 clusters Score -1.23801e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -2271421.250000 Penalty: 2441.562744
	Iteration 0F: 2 clusters Score -2271421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -2258204.750000 Penalty: 4883.125488
	Iteration 0F: 3 clusters Score -2258205 nChanged 8176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -2262708.000000 Penalty: 4883.125488
	Iteration 1F: 3 clusters Score -2262708 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -2263173.250000 Penalty: 4883.125488
	Iteration 2F: 3 clusters Score -2263173 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -2263618.250000 Penalty: 4883.125488
	Iteration 3Q: 3 clusters Score -2263618 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -2264104.250000 Penalty: 4883.125488
	Iteration 4Q: 3 clusters Score -2264104 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -2264592.000000 Penalty: 4883.125488
	Iteration 5Q: 3 clusters Score -2264592 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -2265153.500000 Penalty: 4883.125488
	Iteration 6Q: 3 clusters Score -2265154 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -2265786.500000 Penalty: 4883.125488
	Iteration 7Q: 3 clusters Score -2265786 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -2266330.500000 Penalty: 4883.125488
	Iteration 8F: 3 clusters Score -2266330 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -2266848.000000 Penalty: 4883.125488
	Iteration 9Q: 3 clusters Score -2266848 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -2267278.000000 Penalty: 4883.125488
	Iteration 10Q: 3 clusters Score -2267278 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -2267636.250000 Penalty: 4883.125488
	Iteration 11Q: 3 clusters Score -2267636 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -2267936.500000 Penalty: 4883.125488
	Iteration 12Q: 3 clusters Score -2267936 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -2268183.750000 Penalty: 4883.125488
	Iteration 13Q: 3 clusters Score -2268184 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -2268381.500000 Penalty: 4883.125488
	Iteration 14Q: 3 clusters Score -2268382 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -2268534.750000 Penalty: 4883.125488
	Iteration 15Q: 3 clusters Score -2268535 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -2268677.000000 Penalty: 4883.125488
	Iteration 16Q: 3 clusters Score -2268677 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -2268773.250000 Penalty: 4883.125488
	Iteration 17Q: 3 clusters Score -2268773 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -2268881.500000 Penalty: 4883.125488
	Iteration 18Q: 3 clusters Score -2268882 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -2268971.750000 Penalty: 4883.125488
	Iteration 19Q: 3 clusters Score -2268972 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -2269092.000000 Penalty: 4883.125488
	Iteration 20F: 3 clusters Score -2269092 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -2269215.500000 Penalty: 4883.125488
	Iteration 21Q: 3 clusters Score -2269216 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -2269337.250000 Penalty: 4883.125488
	Iteration 22Q: 3 clusters Score -2269337 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -2269440.250000 Penalty: 4883.125488
	Iteration 23Q: 3 clusters Score -2269440 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -2269534.250000 Penalty: 4883.125488
	Iteration 24Q: 3 clusters Score -2269534 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -2269618.000000 Penalty: 4883.125488
	Iteration 25Q: 3 clusters Score -2269618 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -2269673.250000 Penalty: 4883.125488
	Iteration 26Q: 3 clusters Score -2269673 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -2269723.250000 Penalty: 4883.125488
	Iteration 27Q: 3 clusters Score -2269723 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -2269769.000000 Penalty: 4883.125488
	Iteration 28Q: 3 clusters Score -2269769 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -2269794.750000 Penalty: 4883.125488
	Iteration 29Q: 3 clusters Score -2269795 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -2269828.500000 Penalty: 4883.125488
	Iteration 30Q: 3 clusters Score -2269828 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -2269849.750000 Penalty: 4883.125488
	Iteration 31Q: 3 clusters Score -2269850 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -2269864.750000 Penalty: 4883.125488
	Iteration 32Q: 3 clusters Score -2269865 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -2269879.750000 Penalty: 4883.125488
	Iteration 33Q: 3 clusters Score -2269880 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -2269902.500000 Penalty: 4883.125488
	Iteration 34Q: 3 clusters Score -2269902 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -2269915.750000 Penalty: 4883.125488
	Iteration 35Q: 3 clusters Score -2269916 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -2269922.500000 Penalty: 4883.125488
	Iteration 36Q: 3 clusters Score -2269922 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -2269936.000000 Penalty: 4883.125488
	Iteration 37Q: 3 clusters Score -2269936 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -2269954.250000 Penalty: 4883.125488
	Iteration 38Q: 3 clusters Score -2269954 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -2269966.750000 Penalty: 4883.125488
	Iteration 39Q: 3 clusters Score -2269967 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -2269978.500000 Penalty: 4883.125488
	Iteration 40F: 3 clusters Score -2269978 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -2269985.250000 Penalty: 4883.125488
	Iteration 41Q: 3 clusters Score -2269985 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -2269989.500000 Penalty: 4883.125488
	Iteration 42Q: 3 clusters Score -2269990 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -2270006.000000 Penalty: 4883.125488
	Iteration 43Q: 3 clusters Score -2270006 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -2270006.500000 Penalty: 4883.125488
	Iteration 44Q: 3 clusters Score -2270006 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -2270021.250000 Penalty: 4883.125488
	Iteration 45Q: 3 clusters Score -2270021 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -2270024.250000 Penalty: 4883.125488
	Iteration 46Q: 3 clusters Score -2270024 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -2270021.250000 Penalty: 4883.125488
	Iteration 47Q: 3 clusters Score -2270021 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -2270027.000000 Penalty: 4883.125488
	Iteration 48Q: 3 clusters Score -2270027 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -2270031.250000 Penalty: 4883.125488
	Iteration 49Q: 3 clusters Score -2270031 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -2270039.000000 Penalty: 4883.125488
	Iteration 50Q: 3 clusters Score -2270039 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -2270042.250000 Penalty: 4883.125488
	Iteration 51Q: 3 clusters Score -2270042 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -2270047.500000 Penalty: 4883.125488
	Iteration 52Q: 3 clusters Score -2270048 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -2270052.000000 Penalty: 4883.125488
	Iteration 53Q: 3 clusters Score -2270052 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -2270059.750000 Penalty: 4883.125488
	Iteration 54Q: 3 clusters Score -2270060 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -2270061.750000 Penalty: 4883.125488
	Iteration 55Q: 3 clusters Score -2270062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -2270067.000000 Penalty: 4883.125488
	Iteration 56Q: 3 clusters Score -2270067 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -2270063.750000 Penalty: 4883.125488
	Iteration 57Q: 3 clusters Score -2270064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -2270065.000000 Penalty: 4883.125488
	Iteration 58Q: 3 clusters Score -2270065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -2270066.250000 Penalty: 4883.125488
	Iteration 59Q: 3 clusters Score -2270066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -2270069.000000 Penalty: 4883.125488
	Iteration 60F: 3 clusters Score -2270069 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -2270077.500000 Penalty: 4883.125488
	Iteration 61Q: 3 clusters Score -2270078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -2270078.750000 Penalty: 4883.125488
	Iteration 62Q: 3 clusters Score -2270079 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -2270087.250000 Penalty: 4883.125488
	Iteration 63Q: 3 clusters Score -2270087 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -2270083.750000 Penalty: 4883.125488
	Iteration 64Q: 3 clusters Score -2270084 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -2270087.250000 Penalty: 4883.125488
	Iteration 65Q: 3 clusters Score -2270087 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -2270094.250000 Penalty: 4883.125488
	Iteration 66Q: 3 clusters Score -2270094 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -2270095.500000 Penalty: 4883.125488
	Iteration 67Q: 3 clusters Score -2270096 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -2270102.250000 Penalty: 4883.125488
	Iteration 68Q: 3 clusters Score -2270102 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -2270111.500000 Penalty: 4883.125488
	Iteration 69Q: 3 clusters Score -2270112 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -2270109.500000 Penalty: 4883.125488
	Iteration 70Q: 3 clusters Score -2270110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -2270115.000000 Penalty: 4883.125488
	Iteration 71Q: 3 clusters Score -2270115 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -2270117.750000 Penalty: 4883.125488
	Iteration 72Q: 3 clusters Score -2270118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -2270116.250000 Penalty: 4883.125488
	Iteration 73Q: 3 clusters Score -2270116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -2270115.750000 Penalty: 4883.125488
	Iteration 74Q: 3 clusters Score -2270116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -2270118.500000 Penalty: 4883.125488
	Iteration 75Q: 3 clusters Score -2270118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -2270123.250000 Penalty: 4883.125488
	Iteration 76Q: 3 clusters Score -2270123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -2270125.250000 Penalty: 4883.125488
	Iteration 77Q: 3 clusters Score -2270125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -2270126.500000 Penalty: 4883.125488
	Iteration 78Q: 3 clusters Score -2270126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -2270128.750000 Penalty: 4883.125488
	Iteration 79Q: 3 clusters Score -2270129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -2270132.250000 Penalty: 4883.125488
	Iteration 80F: 3 clusters Score -2270132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -2270132.750000 Penalty: 4883.125488
	Iteration 81Q: 3 clusters Score -2270133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -2270133.250000 Penalty: 4883.125488
	Iteration 82Q: 3 clusters Score -2270133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -2270132.000000 Penalty: 4883.125488
	Iteration 83Q: 3 clusters Score -2270132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -2270131.250000 Penalty: 4883.125488
	Iteration 84Q: 3 clusters Score -2270131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -2270133.250000 Penalty: 4883.125488
	Iteration 85Q: 3 clusters Score -2270133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -2270133.250000 Penalty: 4883.125488
	Iteration 86Q: 3 clusters Score -2270133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -2270134.000000 Penalty: 4883.125488
	Iteration 87Q: 3 clusters Score -2270134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -2270132.500000 Penalty: 4883.125488
	Iteration 88Q: 3 clusters Score -2270132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -2270130.000000 Penalty: 4883.125488
	Iteration 89Q: 3 clusters Score -2270130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -2270130.000000 Penalty: 4883.125488
	Iteration 90Q: 3 clusters Score -2270130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -2270135.500000 Penalty: 4883.125488
	Iteration 91Q: 3 clusters Score -2270136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -2270136.750000 Penalty: 4883.125488
	Iteration 92Q: 3 clusters Score -2270137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -2270133.750000 Penalty: 4883.125488
	Iteration 93Q: 3 clusters Score -2270134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -2270134.000000 Penalty: 4883.125488
	Iteration 94Q: 3 clusters Score -2270134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -2270134.750000 Penalty: 4883.125488
	Iteration 95Q: 3 clusters Score -2270135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -2270138.500000 Penalty: 4883.125488
	Iteration 96Q: 3 clusters Score -2270138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -2270142.750000 Penalty: 4883.125488
	Iteration 97Q: 3 clusters Score -2270143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -2270142.250000 Penalty: 4883.125488
	Iteration 98Q: 3 clusters Score -2270142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -2270144.750000 Penalty: 4883.125488
	Iteration 99Q: 3 clusters Score -2270145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -2270143.500000 Penalty: 4883.125488
	Iteration 100F: 3 clusters Score -2270144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -2270147.250000 Penalty: 4883.125488
	Iteration 101Q: 3 clusters Score -2270147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -2270146.500000 Penalty: 4883.125488
	Iteration 102Q: 3 clusters Score -2270146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -2270148.000000 Penalty: 4883.125488
	Iteration 103Q: 3 clusters Score -2270148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -2270148.250000 Penalty: 4883.125488
	Iteration 104Q: 3 clusters Score -2270148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -2270145.500000 Penalty: 4883.125488
	Iteration 105Q: 3 clusters Score -2270146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -2270150.000000 Penalty: 4883.125488
	Iteration 106Q: 3 clusters Score -2270150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -2270150.000000 Penalty: 4883.125488
	Iteration 107Q: 3 clusters Score -2270150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -2270149.000000 Penalty: 4883.125488
	Iteration 108Q: 3 clusters Score -2270149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -2270149.250000 Penalty: 4883.125488
	Iteration 109Q: 3 clusters Score -2270149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -2270151.000000 Penalty: 4883.125488
	Iteration 110Q: 3 clusters Score -2270151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -2270148.250000 Penalty: 4883.125488
	Iteration 111Q: 3 clusters Score -2270148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -2270148.750000 Penalty: 4883.125488
	Iteration 112Q: 3 clusters Score -2270149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -2270148.250000 Penalty: 4883.125488
	Iteration 113Q: 3 clusters Score -2270148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -2270153.750000 Penalty: 4883.125488
	Iteration 114Q: 3 clusters Score -2270154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -2270153.500000 Penalty: 4883.125488
	Iteration 115Q: 3 clusters Score -2270154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -2270157.500000 Penalty: 4883.125488
	Iteration 116Q: 3 clusters Score -2270158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -2270160.500000 Penalty: 4883.125488
	Iteration 117Q: 3 clusters Score -2270160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -2270160.500000 Penalty: 4883.125488
	Iteration 118Q: 3 clusters Score -2270160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -2270159.750000 Penalty: 4883.125488
	Iteration 119Q: 3 clusters Score -2270160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -2270158.250000 Penalty: 4883.125488
	Iteration 120F: 3 clusters Score -2270158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -2270160.250000 Penalty: 4883.125488
	Iteration 121Q: 3 clusters Score -2270160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -2270159.250000 Penalty: 4883.125488
	Iteration 122Q: 3 clusters Score -2270159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -2270162.750000 Penalty: 4883.125488
	Iteration 123Q: 3 clusters Score -2270163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -2270159.500000 Penalty: 4883.125488
	Iteration 124Q: 3 clusters Score -2270160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -2270160.250000 Penalty: 4883.125488
	Iteration 125Q: 3 clusters Score -2270160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -2270164.250000 Penalty: 4883.125488
	Iteration 126Q: 3 clusters Score -2270164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -2270162.000000 Penalty: 4883.125488
	Iteration 127Q: 3 clusters Score -2270162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -2270161.000000 Penalty: 4883.125488
	Iteration 128Q: 3 clusters Score -2270161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -2270160.500000 Penalty: 4883.125488
	Iteration 129Q: 3 clusters Score -2270160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -2270160.500000 Penalty: 4883.125488
	Iteration 130F: 3 clusters Score -2270160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 9194 members 
Mstep: Class 3 contains 23907 members 
Mstep: Class 4 contains 258532 members 
Mstep: Class 5 contains 267211 members 
Mstep: Class 6 contains 10145 members 
Mstep: Class 7 contains 213286 members 
Mstep: Class 8 contains 21070 members 
Mstep: Class 9 contains 42102 members 
Mstep: Class 10 contains 9837 members 
Mstep: Class 11 contains 9781 members 
Mstep: Class 12 contains 13209 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 1867 members 
Mstep: Class 15 contains 251111 members 
Mstep: Class 16 contains 173427 members 
Mstep: Class 17 contains 141709 members 
Mstep: Class 18 contains 101753 members 
Mstep: Class 19 contains 18864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235335840.000000 Penalty: 100713.882812
Iteration 39Q: 29 clusters Score -2.353358e+08 nChanged 71241
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 9275 members 
Mstep: Class 3 contains 23674 members 
Mstep: Class 4 contains 250517 members 
Mstep: Class 5 contains 265819 members 
Mstep: Class 6 contains 9988 members 
Mstep: Class 7 contains 227367 members 
Mstep: Class 8 contains 18777 members 
Mstep: Class 9 contains 39531 members 
Mstep: Class 10 contains 10812 members 
Mstep: Class 11 contains 11093 members 
Mstep: Class 12 contains 13453 members 
Mstep: Class 13 contains 1366 members 
Mstep: Class 14 contains 2064 members 
Mstep: Class 15 contains 253093 members 
Mstep: Class 16 contains 173745 members 
Mstep: Class 17 contains 143079 members 
Mstep: Class 18 contains 101190 members 
Mstep: Class 19 contains 19529 members 
Mstep: Class 20 contains 227710 members 
Mstep: Class 21 contains 32097 members 
Mstep: Class 22 contains 69287 members 
Mstep: Class 23 contains 15267 members 
Mstep: Class 24 contains 12522 members 
Mstep: Class 25 contains 1417 members 
Mstep: Class 26 contains 10512 members 
Mstep: Class 27 contains 3260 members 
Mstep: Class 28 contains 21387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235365856.000000 Penalty: 100713.882812
Iteration 40F: 29 clusters Score -2.353659e+08 nChanged 46382
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 9278 members 
Mstep: Class 3 contains 22726 members 
Mstep: Class 4 contains 244314 members 
Mstep: Class 5 contains 264166 members 
Mstep: Class 6 contains 9862 members 
Mstep: Class 7 contains 233536 members 
Mstep: Class 8 contains 17410 members 
Mstep: Class 9 contains 37405 members 
Mstep: Class 10 contains 11546 members 
Mstep: Class 11 contains 10732 members 
Mstep: Class 12 contains 13768 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 2146 members 
Mstep: Class 15 contains 252581 members 
Mstep: Class 16 contains 170110 members 
Mstep: Class 17 contains 142255 members 
Mstep: Class 18 contains 100263 members 
Mstep: Class 19 contains 19931 members 
Mstep: Class 20 contains 231811 members 
Mstep: Class 21 contains 35061 members 
Mstep: Class 22 contains 69827 members 
Mstep: Class 23 contains 16975 members 
Mstep: Class 24 contains 12992 members 
Mstep: Class 25 contains 1410 members 
Mstep: Class 26 contains 11051 members 
Mstep: Class 27 contains 4008 members 
Mstep: Class 28 contains 21871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235382752.000000 Penalty: 100713.882812
Iteration 41Q: 29 clusters Score -2.353828e+08 nChanged 31648
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 9248 members 
Mstep: Class 3 contains 21940 members 
Mstep: Class 4 contains 239003 members 
Mstep: Class 5 contains 262850 members 
Mstep: Class 6 contains 9769 members 
Mstep: Class 7 contains 238236 members 
Mstep: Class 8 contains 16481 members 
Mstep: Class 9 contains 35824 members 
Mstep: Class 10 contains 12103 members 
Mstep: Class 11 contains 10441 members 
Mstep: Class 12 contains 14042 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 14 contains 2197 members 
Mstep: Class 15 contains 252038 members 
Mstep: Class 16 contains 168306 members 
Mstep: Class 17 contains 141191 members 
Mstep: Class 18 contains 99398 members 
Mstep: Class 19 contains 20382 members 
Mstep: Class 20 contains 235432 members 
Mstep: Class 21 contains 37120 members 
Mstep: Class 22 contains 70079 members 
Mstep: Class 23 contains 18197 members 
Mstep: Class 24 contains 13469 members 
Mstep: Class 25 contains 1409 members 
Mstep: Class 26 contains 11351 members 
Mstep: Class 27 contains 4439 members 
Mstep: Class 28 contains 22567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235392192.000000 Penalty: 100713.882812
Iteration 42Q: 29 clusters Score -2.353922e+08 nChanged 25814
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 9228 members 
Mstep: Class 3 contains 21245 members 
Mstep: Class 4 contains 234185 members 
Mstep: Class 5 contains 261870 members 
Mstep: Class 6 contains 9689 members 
Mstep: Class 7 contains 242010 members 
Mstep: Class 8 contains 15876 members 
Mstep: Class 9 contains 34603 members 
Mstep: Class 10 contains 12554 members 
Mstep: Class 11 contains 10262 members 
Mstep: Class 12 contains 14242 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 14 contains 2221 members 
Mstep: Class 15 contains 251424 members 
Mstep: Class 16 contains 167359 members 
Mstep: Class 17 contains 140008 members 
Mstep: Class 18 contains 98615 members 
Mstep: Class 19 contains 20889 members 
Mstep: Class 20 contains 238532 members 
Mstep: Class 21 contains 38772 members 
Mstep: Class 22 contains 70273 members 
Mstep: Class 23 contains 19116 members 
Mstep: Class 24 contains 13998 members 
Mstep: Class 25 contains 1412 members 
Mstep: Class 26 contains 11543 members 
Mstep: Class 27 contains 4706 members 
Mstep: Class 28 contains 23303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235398192.000000 Penalty: 100713.882812
Iteration 43Q: 29 clusters Score -2.353982e+08 nChanged 22124
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 9217 members 
Mstep: Class 3 contains 20660 members 
Mstep: Class 4 contains 229936 members 
Mstep: Class 5 contains 261100 members 
Mstep: Class 6 contains 9653 members 
Mstep: Class 7 contains 244787 members 
Mstep: Class 8 contains 15416 members 
Mstep: Class 9 contains 33658 members 
Mstep: Class 10 contains 12938 members 
Mstep: Class 11 contains 10128 members 
Mstep: Class 12 contains 14357 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 14 contains 2245 members 
Mstep: Class 15 contains 250927 members 
Mstep: Class 16 contains 166786 members 
Mstep: Class 17 contains 138730 members 
Mstep: Class 18 contains 97949 members 
Mstep: Class 19 contains 21360 members 
Mstep: Class 20 contains 241420 members 
Mstep: Class 21 contains 40216 members 
Mstep: Class 22 contains 70430 members 
Mstep: Class 23 contains 19860 members 
Mstep: Class 24 contains 14511 members 
Mstep: Class 25 contains 1412 members 
Mstep: Class 26 contains 11680 members 
Mstep: Class 27 contains 4896 members 
Mstep: Class 28 contains 24054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235403248.000000 Penalty: 100713.882812
Iteration 44Q: 29 clusters Score -2.354032e+08 nChanged 19270
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 9217 members 
Mstep: Class 3 contains 20161 members 
Mstep: Class 4 contains 226155 members 
Mstep: Class 5 contains 260339 members 
Mstep: Class 6 contains 9601 members 
Mstep: Class 7 contains 247165 members 
Mstep: Class 8 contains 15098 members 
Mstep: Class 9 contains 32889 members 
Mstep: Class 10 contains 13259 members 
Mstep: Class 11 contains 10054 members 
Mstep: Class 12 contains 14439 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 14 contains 2269 members 
Mstep: Class 15 contains 250605 members 
Mstep: Class 16 contains 166539 members 
Mstep: Class 17 contains 137401 members 
Mstep: Class 18 contains 97371 members 
Mstep: Class 19 contains 21863 members 
Mstep: Class 20 contains 243940 members 
Mstep: Class 21 contains 41268 members 
Mstep: Class 22 contains 70561 members 
Mstep: Class 23 contains 20465 members 
Mstep: Class 24 contains 15041 members 
Mstep: Class 25 contains 1411 members 
Mstep: Class 26 contains 11761 members 
Mstep: Class 27 contains 5006 members 
Mstep: Class 28 contains 24757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235407664.000000 Penalty: 100713.882812
Iteration 45Q: 29 clusters Score -2.354077e+08 nChanged 17042
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 9209 members 
Mstep: Class 3 contains 19762 members 
Mstep: Class 4 contains 222876 members 
Mstep: Class 5 contains 259691 members 
Mstep: Class 6 contains 9556 members 
Mstep: Class 7 contains 249212 members 
Mstep: Class 8 contains 14868 members 
Mstep: Class 9 contains 32287 members 
Mstep: Class 10 contains 13540 members 
Mstep: Class 11 contains 9990 members 
Mstep: Class 12 contains 14486 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 2295 members 
Mstep: Class 15 contains 250325 members 
Mstep: Class 16 contains 166442 members 
Mstep: Class 17 contains 136072 members 
Mstep: Class 18 contains 96860 members 
Mstep: Class 19 contains 22377 members 
Mstep: Class 20 contains 245978 members 
Mstep: Class 21 contains 42089 members 
Mstep: Class 22 contains 70642 members 
Mstep: Class 23 contains 20956 members 
Mstep: Class 24 contains 15545 members 
Mstep: Class 25 contains 1412 members 
Mstep: Class 26 contains 11856 members 
Mstep: Class 27 contains 5107 members 
Mstep: Class 28 contains 25461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235411200.000000 Penalty: 100713.882812
Iteration 46Q: 29 clusters Score -2.354112e+08 nChanged 15439
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 9192 members 
Mstep: Class 3 contains 19436 members 
Mstep: Class 4 contains 219843 members 
Mstep: Class 5 contains 259147 members 
Mstep: Class 6 contains 9511 members 
Mstep: Class 7 contains 250968 members 
Mstep: Class 8 contains 14659 members 
Mstep: Class 9 contains 31768 members 
Mstep: Class 10 contains 13758 members 
Mstep: Class 11 contains 9894 members 
Mstep: Class 12 contains 14537 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 2328 members 
Mstep: Class 15 contains 250182 members 
Mstep: Class 16 contains 166521 members 
Mstep: Class 17 contains 134684 members 
Mstep: Class 18 contains 96417 members 
Mstep: Class 19 contains 22902 members 
Mstep: Class 20 contains 247716 members 
Mstep: Class 21 contains 42766 members 
Mstep: Class 22 contains 70759 members 
Mstep: Class 23 contains 21382 members 
Mstep: Class 24 contains 16027 members 
Mstep: Class 25 contains 1411 members 
Mstep: Class 26 contains 11939 members 
Mstep: Class 27 contains 5205 members 
Mstep: Class 28 contains 26160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412624.000000 Penalty: 100713.882812
Iteration 47Q: 29 clusters Score -2.354126e+08 nChanged 13977
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 9179 members 
Mstep: Class 3 contains 19174 members 
Mstep: Class 4 contains 217112 members 
Mstep: Class 5 contains 258682 members 
Mstep: Class 6 contains 9475 members 
Mstep: Class 7 contains 252486 members 
Mstep: Class 8 contains 14508 members 
Mstep: Class 9 contains 31314 members 
Mstep: Class 10 contains 13959 members 
Mstep: Class 11 contains 9832 members 
Mstep: Class 12 contains 14567 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 2345 members 
Mstep: Class 15 contains 249941 members 
Mstep: Class 16 contains 166708 members 
Mstep: Class 17 contains 133289 members 
Mstep: Class 18 contains 96020 members 
Mstep: Class 19 contains 23394 members 
Mstep: Class 20 contains 249280 members 
Mstep: Class 21 contains 43326 members 
Mstep: Class 22 contains 70826 members 
Mstep: Class 23 contains 21746 members 
Mstep: Class 24 contains 16532 members 
Mstep: Class 25 contains 1411 members 
Mstep: Class 26 contains 12008 members 
Mstep: Class 27 contains 5328 members 
Mstep: Class 28 contains 26861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235414672.000000 Penalty: 100713.882812
Iteration 48Q: 29 clusters Score -2.354147e+08 nChanged 12783
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 9162 members 
Mstep: Class 3 contains 18956 members 
Mstep: Class 4 contains 214738 members 
Mstep: Class 5 contains 258295 members 
Mstep: Class 6 contains 9437 members 
Mstep: Class 7 contains 253908 members 
Mstep: Class 8 contains 14372 members 
Mstep: Class 9 contains 30916 members 
Mstep: Class 10 contains 14100 members 
Mstep: Class 11 contains 9775 members 
Mstep: Class 12 contains 14626 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 2363 members 
Mstep: Class 15 contains 249813 members 
Mstep: Class 16 contains 166988 members 
Mstep: Class 17 contains 131923 members 
Mstep: Class 18 contains 95600 members 
Mstep: Class 19 contains 23855 members 
Mstep: Class 20 contains 250484 members 
Mstep: Class 21 contains 43783 members 
Mstep: Class 22 contains 70849 members 
Mstep: Class 23 contains 22116 members 
Mstep: Class 24 contains 17041 members 
Mstep: Class 25 contains 1411 members 
Mstep: Class 26 contains 12073 members 
Mstep: Class 27 contains 5417 members 
Mstep: Class 28 contains 27445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235417008.000000 Penalty: 100713.882812
Iteration 49Q: 29 clusters Score -2.35417e+08 nChanged 11651
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 9143 members 
Mstep: Class 3 contains 18790 members 
Mstep: Class 4 contains 212715 members 
Mstep: Class 5 contains 257955 members 
Mstep: Class 6 contains 9400 members 
Mstep: Class 7 contains 255245 members 
Mstep: Class 8 contains 14238 members 
Mstep: Class 9 contains 30578 members 
Mstep: Class 10 contains 14240 members 
Mstep: Class 11 contains 9725 members 
Mstep: Class 12 contains 14656 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 2387 members 
Mstep: Class 15 contains 249675 members 
Mstep: Class 16 contains 167295 members 
Mstep: Class 17 contains 130472 members 
Mstep: Class 18 contains 95211 members 
Mstep: Class 19 contains 24288 members 
Mstep: Class 20 contains 251432 members 
Mstep: Class 21 contains 44126 members 
Mstep: Class 22 contains 70878 members 
Mstep: Class 23 contains 22482 members 
Mstep: Class 24 contains 17553 members 
Mstep: Class 25 contains 1411 members 
Mstep: Class 26 contains 12135 members 
Mstep: Class 27 contains 5504 members 
Mstep: Class 28 contains 28043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235418704.000000 Penalty: 100713.882812
Iteration 50Q: 29 clusters Score -2.354187e+08 nChanged 10778
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 9125 members 
Mstep: Class 3 contains 18658 members 
Mstep: Class 4 contains 210926 members 
Mstep: Class 5 contains 257684 members 
Mstep: Class 6 contains 9352 members 
Mstep: Class 7 contains 256523 members 
Mstep: Class 8 contains 14134 members 
Mstep: Class 9 contains 30256 members 
Mstep: Class 10 contains 14349 members 
Mstep: Class 11 contains 9694 members 
Mstep: Class 12 contains 14686 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 15 contains 249544 members 
Mstep: Class 16 contains 167792 members 
Mstep: Class 17 contains 129013 members 
Mstep: Class 18 contains 94844 members 
Mstep: Class 19 contains 24728 members 
Mstep: Class 20 contains 252084 members 
Mstep: Class 21 contains 44376 members 
Mstep: Class 22 contains 70882 members 
Mstep: Class 23 contains 22798 members 
Mstep: Class 24 contains 18006 members 
Mstep: Class 25 contains 1411 members 
Mstep: Class 26 contains 12179 members 
Mstep: Class 27 contains 5593 members 
Mstep: Class 28 contains 28651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235419520.000000 Penalty: 100713.882812
Iteration 51Q: 29 clusters Score -2.354195e+08 nChanged 9948
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 9114 members 
Mstep: Class 3 contains 18529 members 
Mstep: Class 4 contains 209344 members 
Mstep: Class 5 contains 257530 members 
Mstep: Class 6 contains 9318 members 
Mstep: Class 7 contains 257912 members 
Mstep: Class 8 contains 14028 members 
Mstep: Class 9 contains 29945 members 
Mstep: Class 10 contains 14472 members 
Mstep: Class 11 contains 9660 members 
Mstep: Class 12 contains 14722 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 2420 members 
Mstep: Class 15 contains 249461 members 
Mstep: Class 16 contains 168336 members 
Mstep: Class 17 contains 127574 members 
Mstep: Class 18 contains 94508 members 
Mstep: Class 19 contains 25114 members 
Mstep: Class 20 contains 252314 members 
Mstep: Class 21 contains 44545 members 
Mstep: Class 22 contains 70877 members 
Mstep: Class 23 contains 23080 members 
Mstep: Class 24 contains 18463 members 
Mstep: Class 25 contains 1412 members 
Mstep: Class 26 contains 12219 members 
Mstep: Class 27 contains 5677 members 
Mstep: Class 28 contains 29219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235421056.000000 Penalty: 100713.882812
Iteration 52Q: 29 clusters Score -2.354211e+08 nChanged 9427
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 9115 members 
Mstep: Class 3 contains 18451 members 
Mstep: Class 4 contains 207947 members 
Mstep: Class 5 contains 257431 members 
Mstep: Class 6 contains 9288 members 
Mstep: Class 7 contains 259367 members 
Mstep: Class 8 contains 13930 members 
Mstep: Class 9 contains 29651 members 
Mstep: Class 10 contains 14564 members 
Mstep: Class 11 contains 9633 members 
Mstep: Class 12 contains 14774 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 2438 members 
Mstep: Class 15 contains 249381 members 
Mstep: Class 16 contains 168848 members 
Mstep: Class 17 contains 126182 members 
Mstep: Class 18 contains 94188 members 
Mstep: Class 19 contains 25490 members 
Mstep: Class 20 contains 252227 members 
Mstep: Class 21 contains 44700 members 
Mstep: Class 22 contains 70874 members 
Mstep: Class 23 contains 23352 members 
Mstep: Class 24 contains 18905 members 
Mstep: Class 25 contains 1412 members 
Mstep: Class 26 contains 12236 members 
Mstep: Class 27 contains 5746 members 
Mstep: Class 28 contains 29767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235422336.000000 Penalty: 100713.882812
Iteration 53Q: 29 clusters Score -2.354223e+08 nChanged 8880
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 9107 members 
Mstep: Class 3 contains 18355 members 
Mstep: Class 4 contains 206756 members 
Mstep: Class 5 contains 257338 members 
Mstep: Class 6 contains 9265 members 
Mstep: Class 7 contains 260853 members 
Mstep: Class 8 contains 13848 members 
Mstep: Class 9 contains 29398 members 
Mstep: Class 10 contains 14648 members 
Mstep: Class 11 contains 9659 members 
Mstep: Class 12 contains 14790 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 249307 members 
Mstep: Class 16 contains 169380 members 
Mstep: Class 17 contains 124721 members 
Mstep: Class 18 contains 93895 members 
Mstep: Class 19 contains 25855 members 
Mstep: Class 20 contains 251931 members 
Mstep: Class 21 contains 44792 members 
Mstep: Class 22 contains 70914 members 
Mstep: Class 23 contains 23591 members 
Mstep: Class 24 contains 19332 members 
Mstep: Class 25 contains 1412 members 
Mstep: Class 26 contains 12246 members 
Mstep: Class 27 contains 5796 members 
Mstep: Class 28 contains 30346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235422416.000000 Penalty: 100713.882812
Iteration 54Q: 29 clusters Score -2.354224e+08 nChanged 8434
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 9110 members 
Mstep: Class 3 contains 18296 members 
Mstep: Class 4 contains 205806 members 
Mstep: Class 5 contains 257278 members 
Mstep: Class 6 contains 9241 members 
Mstep: Class 7 contains 262207 members 
Mstep: Class 8 contains 13778 members 
Mstep: Class 9 contains 29166 members 
Mstep: Class 10 contains 14758 members 
Mstep: Class 11 contains 9665 members 
Mstep: Class 12 contains 14789 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 2469 members 
Mstep: Class 15 contains 249207 members 
Mstep: Class 16 contains 169840 members 
Mstep: Class 17 contains 123255 members 
Mstep: Class 18 contains 93646 members 
Mstep: Class 19 contains 26214 members 
Mstep: Class 20 contains 251568 members 
Mstep: Class 21 contains 44874 members 
Mstep: Class 22 contains 70872 members 
Mstep: Class 23 contains 23844 members 
Mstep: Class 24 contains 19756 members 
Mstep: Class 25 contains 1414 members 
Mstep: Class 26 contains 12270 members 
Mstep: Class 27 contains 5850 members 
Mstep: Class 28 contains 30888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235422704.000000 Penalty: 100713.882812
Iteration 55Q: 29 clusters Score -2.354227e+08 nChanged 8136
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 9118 members 
Mstep: Class 3 contains 18245 members 
Mstep: Class 4 contains 204992 members 
Mstep: Class 5 contains 257284 members 
Mstep: Class 6 contains 9203 members 
Mstep: Class 7 contains 263554 members 
Mstep: Class 8 contains 13720 members 
Mstep: Class 9 contains 28940 members 
Mstep: Class 10 contains 14872 members 
Mstep: Class 11 contains 9655 members 
Mstep: Class 12 contains 14817 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 2479 members 
Mstep: Class 15 contains 249129 members 
Mstep: Class 16 contains 170367 members 
Mstep: Class 17 contains 121759 members 
Mstep: Class 18 contains 93387 members 
Mstep: Class 19 contains 26536 members 
Mstep: Class 20 contains 251026 members 
Mstep: Class 21 contains 44909 members 
Mstep: Class 22 contains 70812 members 
Mstep: Class 23 contains 24062 members 
Mstep: Class 24 contains 20202 members 
Mstep: Class 25 contains 1415 members 
Mstep: Class 26 contains 12289 members 
Mstep: Class 27 contains 5909 members 
Mstep: Class 28 contains 31457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235422656.000000 Penalty: 100713.882812
Iteration 56Q: 29 clusters Score -2.354227e+08 nChanged 7743
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 9115 members 
Mstep: Class 3 contains 18200 members 
Mstep: Class 4 contains 204261 members 
Mstep: Class 5 contains 257304 members 
Mstep: Class 6 contains 9171 members 
Mstep: Class 7 contains 264853 members 
Mstep: Class 8 contains 13683 members 
Mstep: Class 9 contains 28739 members 
Mstep: Class 10 contains 14978 members 
Mstep: Class 11 contains 9661 members 
Mstep: Class 12 contains 14847 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 2486 members 
Mstep: Class 15 contains 249062 members 
Mstep: Class 16 contains 170864 members 
Mstep: Class 17 contains 120171 members 
Mstep: Class 18 contains 93138 members 
Mstep: Class 19 contains 26843 members 
Mstep: Class 20 contains 250426 members 
Mstep: Class 21 contains 44928 members 
Mstep: Class 22 contains 70752 members 
Mstep: Class 23 contains 24280 members 
Mstep: Class 24 contains 20664 members 
Mstep: Class 25 contains 1414 members 
Mstep: Class 26 contains 12312 members 
Mstep: Class 27 contains 5959 members 
Mstep: Class 28 contains 32064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235423824.000000 Penalty: 100713.882812
Iteration 57Q: 29 clusters Score -2.354238e+08 nChanged 7676
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 9127 members 
Mstep: Class 3 contains 18157 members 
Mstep: Class 4 contains 203665 members 
Mstep: Class 5 contains 257353 members 
Mstep: Class 6 contains 9154 members 
Mstep: Class 7 contains 266074 members 
Mstep: Class 8 contains 13642 members 
Mstep: Class 9 contains 28535 members 
Mstep: Class 10 contains 15089 members 
Mstep: Class 11 contains 9646 members 
Mstep: Class 12 contains 14867 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 2491 members 
Mstep: Class 15 contains 248998 members 
Mstep: Class 16 contains 171351 members 
Mstep: Class 17 contains 118525 members 
Mstep: Class 18 contains 92933 members 
Mstep: Class 19 contains 27134 members 
Mstep: Class 20 contains 249803 members 
Mstep: Class 21 contains 44945 members 
Mstep: Class 22 contains 70715 members 
Mstep: Class 23 contains 24471 members 
Mstep: Class 24 contains 21122 members 
Mstep: Class 25 contains 1414 members 
Mstep: Class 26 contains 12339 members 
Mstep: Class 27 contains 6013 members 
Mstep: Class 28 contains 32647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235423936.000000 Penalty: 100713.882812
Iteration 58Q: 29 clusters Score -2.354239e+08 nChanged 7531
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 9122 members 
Mstep: Class 3 contains 18125 members 
Mstep: Class 4 contains 203150 members 
Mstep: Class 5 contains 257421 members 
Mstep: Class 6 contains 9134 members 
Mstep: Class 7 contains 267290 members 
Mstep: Class 8 contains 13624 members 
Mstep: Class 9 contains 28376 members 
Mstep: Class 10 contains 15196 members 
Mstep: Class 11 contains 9623 members 
Mstep: Class 12 contains 14887 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 248941 members 
Mstep: Class 16 contains 171859 members 
Mstep: Class 17 contains 116931 members 
Mstep: Class 18 contains 92706 members 
Mstep: Class 19 contains 27429 members 
Mstep: Class 20 contains 249074 members 
Mstep: Class 21 contains 44970 members 
Mstep: Class 22 contains 70635 members 
Mstep: Class 23 contains 24636 members 
Mstep: Class 24 contains 21599 members 
Mstep: Class 25 contains 1414 members 
Mstep: Class 26 contains 12378 members 
Mstep: Class 27 contains 6061 members 
Mstep: Class 28 contains 33160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235424416.000000 Penalty: 100713.882812
Iteration 59Q: 29 clusters Score -2.354244e+08 nChanged 7223
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 9125 members 
Mstep: Class 3 contains 18097 members 
Mstep: Class 4 contains 202728 members 
Mstep: Class 5 contains 257506 members 
Mstep: Class 6 contains 9124 members 
Mstep: Class 7 contains 268402 members 
Mstep: Class 8 contains 13609 members 
Mstep: Class 9 contains 28223 members 
Mstep: Class 10 contains 15298 members 
Mstep: Class 11 contains 9619 members 
Mstep: Class 12 contains 14905 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 2497 members 
Mstep: Class 15 contains 248868 members 
Mstep: Class 16 contains 172374 members 
Mstep: Class 17 contains 115327 members 
Mstep: Class 18 contains 92495 members 
Mstep: Class 19 contains 27696 members 
Mstep: Class 20 contains 248346 members 
Mstep: Class 21 contains 45006 members 
Mstep: Class 22 contains 70537 members 
Mstep: Class 23 contains 24797 members 
Mstep: Class 24 contains 22076 members 
Mstep: Class 25 contains 1415 members 
Mstep: Class 26 contains 12426 members 
Mstep: Class 27 contains 6102 members 
Mstep: Class 28 contains 33669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235424672.000000 Penalty: 100713.882812
Iteration 60F: 29 clusters Score -2.354247e+08 nChanged 7143
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 9129 members 
Mstep: Class 3 contains 18065 members 
Mstep: Class 4 contains 202300 members 
Mstep: Class 5 contains 257603 members 
Mstep: Class 6 contains 9121 members 
Mstep: Class 7 contains 269550 members 
Mstep: Class 8 contains 13590 members 
Mstep: Class 9 contains 28087 members 
Mstep: Class 10 contains 15399 members 
Mstep: Class 11 contains 9576 members 
Mstep: Class 12 contains 14912 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 2497 members 
Mstep: Class 15 contains 248804 members 
Mstep: Class 16 contains 172850 members 
Mstep: Class 17 contains 113730 members 
Mstep: Class 18 contains 92275 members 
Mstep: Class 19 contains 27938 members 
Mstep: Class 20 contains 247670 members 
Mstep: Class 21 contains 45021 members 
Mstep: Class 22 contains 70407 members 
Mstep: Class 23 contains 24913 members 
Mstep: Class 24 contains 22529 members 
Mstep: Class 25 contains 1415 members 
Mstep: Class 26 contains 12469 members 
Mstep: Class 27 contains 6210 members 
Mstep: Class 28 contains 34207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235424976.000000 Penalty: 100713.882812
Iteration 61Q: 29 clusters Score -2.35425e+08 nChanged 7237
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 9135 members 
Mstep: Class 3 contains 18046 members 
Mstep: Class 4 contains 201933 members 
Mstep: Class 5 contains 257694 members 
Mstep: Class 6 contains 9108 members 
Mstep: Class 7 contains 270789 members 
Mstep: Class 8 contains 13570 members 
Mstep: Class 9 contains 27952 members 
Mstep: Class 10 contains 15486 members 
Mstep: Class 11 contains 9509 members 
Mstep: Class 12 contains 14918 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 248804 members 
Mstep: Class 16 contains 173325 members 
Mstep: Class 17 contains 112153 members 
Mstep: Class 18 contains 92068 members 
Mstep: Class 19 contains 28200 members 
Mstep: Class 20 contains 246833 members 
Mstep: Class 21 contains 45027 members 
Mstep: Class 22 contains 70253 members 
Mstep: Class 23 contains 25018 members 
Mstep: Class 24 contains 22987 members 
Mstep: Class 25 contains 1417 members 
Mstep: Class 26 contains 12498 members 
Mstep: Class 27 contains 6330 members 
Mstep: Class 28 contains 34722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235425200.000000 Penalty: 100713.882812
Iteration 62Q: 29 clusters Score -2.354252e+08 nChanged 7108
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 9147 members 
Mstep: Class 3 contains 18029 members 
Mstep: Class 4 contains 201600 members 
Mstep: Class 5 contains 257807 members 
Mstep: Class 6 contains 9104 members 
Mstep: Class 7 contains 271976 members 
Mstep: Class 8 contains 13564 members 
Mstep: Class 9 contains 27844 members 
Mstep: Class 10 contains 15590 members 
Mstep: Class 11 contains 9474 members 
Mstep: Class 12 contains 14921 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 14 contains 2506 members 
Mstep: Class 15 contains 248775 members 
Mstep: Class 16 contains 173796 members 
Mstep: Class 17 contains 110620 members 
Mstep: Class 18 contains 91848 members 
Mstep: Class 19 contains 28442 members 
Mstep: Class 20 contains 245959 members 
Mstep: Class 21 contains 45022 members 
Mstep: Class 22 contains 70100 members 
Mstep: Class 23 contains 25115 members 
Mstep: Class 24 contains 23451 members 
Mstep: Class 25 contains 1417 members 
Mstep: Class 26 contains 12524 members 
Mstep: Class 27 contains 6437 members 
Mstep: Class 28 contains 35219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235426160.000000 Penalty: 100713.882812
Iteration 63Q: 29 clusters Score -2.354262e+08 nChanged 7033
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 9159 members 
Mstep: Class 3 contains 18000 members 
Mstep: Class 4 contains 201267 members 
Mstep: Class 5 contains 257989 members 
Mstep: Class 6 contains 9108 members 
Mstep: Class 7 contains 273107 members 
Mstep: Class 8 contains 13551 members 
Mstep: Class 9 contains 27737 members 
Mstep: Class 10 contains 15654 members 
Mstep: Class 11 contains 9402 members 
Mstep: Class 12 contains 14922 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 14 contains 2522 members 
Mstep: Class 15 contains 248765 members 
Mstep: Class 16 contains 174278 members 
Mstep: Class 17 contains 109076 members 
Mstep: Class 18 contains 91638 members 
Mstep: Class 19 contains 28646 members 
Mstep: Class 20 contains 245118 members 
Mstep: Class 21 contains 45009 members 
Mstep: Class 22 contains 69988 members 
Mstep: Class 23 contains 25188 members 
Mstep: Class 24 contains 23927 members 
Mstep: Class 25 contains 1417 members 
Mstep: Class 26 contains 12549 members 
Mstep: Class 27 contains 6545 members 
Mstep: Class 28 contains 35727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235425520.000000 Penalty: 100713.882812
Iteration 64Q: 29 clusters Score -2.354255e+08 nChanged 6949
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 9171 members 
Mstep: Class 3 contains 17971 members 
Mstep: Class 4 contains 200953 members 
Mstep: Class 5 contains 258159 members 
Mstep: Class 6 contains 9099 members 
Mstep: Class 7 contains 274304 members 
Mstep: Class 8 contains 13548 members 
Mstep: Class 9 contains 27658 members 
Mstep: Class 10 contains 15717 members 
Mstep: Class 11 contains 9332 members 
Mstep: Class 12 contains 14931 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 14 contains 2532 members 
Mstep: Class 15 contains 248783 members 
Mstep: Class 16 contains 174772 members 
Mstep: Class 17 contains 107531 members 
Mstep: Class 18 contains 91446 members 
Mstep: Class 19 contains 28830 members 
Mstep: Class 20 contains 244210 members 
Mstep: Class 21 contains 45002 members 
Mstep: Class 22 contains 69823 members 
Mstep: Class 23 contains 25231 members 
Mstep: Class 24 contains 24375 members 
Mstep: Class 25 contains 1417 members 
Mstep: Class 26 contains 12576 members 
Mstep: Class 27 contains 6670 members 
Mstep: Class 28 contains 36248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235425152.000000 Penalty: 100713.882812
Iteration 65Q: 29 clusters Score -2.354252e+08 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 9169 members 
Mstep: Class 3 contains 17945 members 
Mstep: Class 4 contains 200639 members 
Mstep: Class 5 contains 258370 members 
Mstep: Class 6 contains 9096 members 
Mstep: Class 7 contains 275484 members 
Mstep: Class 8 contains 13529 members 
Mstep: Class 9 contains 27595 members 
Mstep: Class 10 contains 15783 members 
Mstep: Class 11 contains 9296 members 
Mstep: Class 12 contains 14933 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 14 contains 2543 members 
Mstep: Class 15 contains 248788 members 
Mstep: Class 16 contains 175274 members 
Mstep: Class 17 contains 106046 members 
Mstep: Class 18 contains 91250 members 
Mstep: Class 19 contains 28978 members 
Mstep: Class 20 contains 243264 members 
Mstep: Class 21 contains 44961 members 
Mstep: Class 22 contains 69664 members 
Mstep: Class 23 contains 25260 members 
Mstep: Class 24 contains 24788 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 12610 members 
Mstep: Class 27 contains 6820 members 
Mstep: Class 28 contains 36796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235425088.000000 Penalty: 100713.882812
Iteration 66Q: 29 clusters Score -2.354251e+08 nChanged 6932
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 9169 members 
Mstep: Class 3 contains 17926 members 
Mstep: Class 4 contains 200311 members 
Mstep: Class 5 contains 258643 members 
Mstep: Class 6 contains 9089 members 
Mstep: Class 7 contains 276704 members 
Mstep: Class 8 contains 13520 members 
Mstep: Class 9 contains 27554 members 
Mstep: Class 10 contains 15864 members 
Mstep: Class 11 contains 9246 members 
Mstep: Class 12 contains 14936 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 14 contains 2557 members 
Mstep: Class 15 contains 248801 members 
Mstep: Class 16 contains 175779 members 
Mstep: Class 17 contains 104492 members 
Mstep: Class 18 contains 91053 members 
Mstep: Class 19 contains 29087 members 
Mstep: Class 20 contains 242254 members 
Mstep: Class 21 contains 44928 members 
Mstep: Class 22 contains 69538 members 
Mstep: Class 23 contains 25303 members 
Mstep: Class 24 contains 25224 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 12639 members 
Mstep: Class 27 contains 6951 members 
Mstep: Class 28 contains 37296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235424720.000000 Penalty: 100713.882812
Iteration 67Q: 29 clusters Score -2.354247e+08 nChanged 6873
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 9172 members 
Mstep: Class 3 contains 17919 members 
Mstep: Class 4 contains 199956 members 
Mstep: Class 5 contains 258912 members 
Mstep: Class 6 contains 9074 members 
Mstep: Class 7 contains 277956 members 
Mstep: Class 8 contains 13522 members 
Mstep: Class 9 contains 27508 members 
Mstep: Class 10 contains 15941 members 
Mstep: Class 11 contains 9195 members 
Mstep: Class 12 contains 14945 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 14 contains 2576 members 
Mstep: Class 15 contains 248819 members 
Mstep: Class 16 contains 176309 members 
Mstep: Class 17 contains 102961 members 
Mstep: Class 18 contains 90885 members 
Mstep: Class 19 contains 29164 members 
Mstep: Class 20 contains 241267 members 
Mstep: Class 21 contains 44876 members 
Mstep: Class 22 contains 69403 members 
Mstep: Class 23 contains 25336 members 
Mstep: Class 24 contains 25598 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 12670 members 
Mstep: Class 27 contains 7089 members 
Mstep: Class 28 contains 37802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235424448.000000 Penalty: 100713.882812
Iteration 68Q: 29 clusters Score -2.354244e+08 nChanged 6677
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 9172 members 
Mstep: Class 3 contains 17912 members 
Mstep: Class 4 contains 199636 members 
Mstep: Class 5 contains 259183 members 
Mstep: Class 6 contains 9065 members 
Mstep: Class 7 contains 279179 members 
Mstep: Class 8 contains 13543 members 
Mstep: Class 9 contains 27446 members 
Mstep: Class 10 contains 16026 members 
Mstep: Class 11 contains 9132 members 
Mstep: Class 12 contains 14946 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 14 contains 2593 members 
Mstep: Class 15 contains 248810 members 
Mstep: Class 16 contains 176824 members 
Mstep: Class 17 contains 101482 members 
Mstep: Class 18 contains 90735 members 
Mstep: Class 19 contains 29212 members 
Mstep: Class 20 contains 240300 members 
Mstep: Class 21 contains 44818 members 
Mstep: Class 22 contains 69299 members 
Mstep: Class 23 contains 25362 members 
Mstep: Class 24 contains 25952 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 12691 members 
Mstep: Class 27 contains 7244 members 
Mstep: Class 28 contains 38305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235424352.000000 Penalty: 100713.882812
Iteration 69Q: 29 clusters Score -2.354244e+08 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 9178 members 
Mstep: Class 3 contains 17896 members 
Mstep: Class 4 contains 199295 members 
Mstep: Class 5 contains 259501 members 
Mstep: Class 6 contains 9055 members 
Mstep: Class 7 contains 280332 members 
Mstep: Class 8 contains 13541 members 
Mstep: Class 9 contains 27387 members 
Mstep: Class 10 contains 16095 members 
Mstep: Class 11 contains 9092 members 
Mstep: Class 12 contains 14954 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 14 contains 2607 members 
Mstep: Class 15 contains 248799 members 
Mstep: Class 16 contains 177289 members 
Mstep: Class 17 contains 99957 members 
Mstep: Class 18 contains 90600 members 
Mstep: Class 19 contains 29275 members 
Mstep: Class 20 contains 239385 members 
Mstep: Class 21 contains 44783 members 
Mstep: Class 22 contains 69188 members 
Mstep: Class 23 contains 25405 members 
Mstep: Class 24 contains 26330 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 12708 members 
Mstep: Class 27 contains 7392 members 
Mstep: Class 28 contains 38804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235424256.000000 Penalty: 100713.882812
Iteration 70Q: 29 clusters Score -2.354243e+08 nChanged 6302
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 9177 members 
Mstep: Class 3 contains 17884 members 
Mstep: Class 4 contains 199000 members 
Mstep: Class 5 contains 259862 members 
Mstep: Class 6 contains 9048 members 
Mstep: Class 7 contains 281395 members 
Mstep: Class 8 contains 13576 members 
Mstep: Class 9 contains 27303 members 
Mstep: Class 10 contains 16157 members 
Mstep: Class 11 contains 9033 members 
Mstep: Class 12 contains 14972 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 2615 members 
Mstep: Class 15 contains 248793 members 
Mstep: Class 16 contains 177733 members 
Mstep: Class 17 contains 98474 members 
Mstep: Class 18 contains 90479 members 
Mstep: Class 19 contains 29310 members 
Mstep: Class 20 contains 238542 members 
Mstep: Class 21 contains 44751 members 
Mstep: Class 22 contains 69033 members 
Mstep: Class 23 contains 25457 members 
Mstep: Class 24 contains 26656 members 
Mstep: Class 25 contains 1417 members 
Mstep: Class 26 contains 12722 members 
Mstep: Class 27 contains 7525 members 
Mstep: Class 28 contains 39314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235423792.000000 Penalty: 100713.882812
Iteration 71Q: 29 clusters Score -2.354238e+08 nChanged 6184
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 9180 members 
Mstep: Class 3 contains 17866 members 
Mstep: Class 4 contains 198709 members 
Mstep: Class 5 contains 260227 members 
Mstep: Class 6 contains 9039 members 
Mstep: Class 7 contains 282453 members 
Mstep: Class 8 contains 13617 members 
Mstep: Class 9 contains 27208 members 
Mstep: Class 10 contains 16209 members 
Mstep: Class 11 contains 8996 members 
Mstep: Class 12 contains 14976 members 
Mstep: Class 13 contains 1366 members 
Mstep: Class 14 contains 2635 members 
Mstep: Class 15 contains 248803 members 
Mstep: Class 16 contains 178156 members 
Mstep: Class 17 contains 97024 members 
Mstep: Class 18 contains 90370 members 
Mstep: Class 19 contains 29323 members 
Mstep: Class 20 contains 237721 members 
Mstep: Class 21 contains 44704 members 
Mstep: Class 22 contains 68916 members 
Mstep: Class 23 contains 25504 members 
Mstep: Class 24 contains 26985 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 12731 members 
Mstep: Class 27 contains 7633 members 
Mstep: Class 28 contains 39819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235424096.000000 Penalty: 100713.882812
Iteration 72Q: 29 clusters Score -2.354241e+08 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 9185 members 
Mstep: Class 3 contains 17842 members 
Mstep: Class 4 contains 198441 members 
Mstep: Class 5 contains 260653 members 
Mstep: Class 6 contains 9034 members 
Mstep: Class 7 contains 283346 members 
Mstep: Class 8 contains 13679 members 
Mstep: Class 9 contains 27121 members 
Mstep: Class 10 contains 16263 members 
Mstep: Class 11 contains 8954 members 
Mstep: Class 12 contains 14985 members 
Mstep: Class 13 contains 1366 members 
Mstep: Class 14 contains 2651 members 
Mstep: Class 15 contains 248789 members 
Mstep: Class 16 contains 178556 members 
Mstep: Class 17 contains 95581 members 
Mstep: Class 18 contains 90250 members 
Mstep: Class 19 contains 29333 members 
Mstep: Class 20 contains 237025 members 
Mstep: Class 21 contains 44638 members 
Mstep: Class 22 contains 68837 members 
Mstep: Class 23 contains 25541 members 
Mstep: Class 24 contains 27273 members 
Mstep: Class 25 contains 1414 members 
Mstep: Class 26 contains 12739 members 
Mstep: Class 27 contains 7729 members 
Mstep: Class 28 contains 40343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235423312.000000 Penalty: 100713.882812
Iteration 73Q: 29 clusters Score -2.354233e+08 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 9189 members 
Mstep: Class 3 contains 17824 members 
Mstep: Class 4 contains 198159 members 
Mstep: Class 5 contains 261079 members 
Mstep: Class 6 contains 9030 members 
Mstep: Class 7 contains 284178 members 
Mstep: Class 8 contains 13763 members 
Mstep: Class 9 contains 26989 members 
Mstep: Class 10 contains 16358 members 
Mstep: Class 11 contains 8921 members 
Mstep: Class 12 contains 15003 members 
Mstep: Class 13 contains 1366 members 
Mstep: Class 14 contains 2669 members 
Mstep: Class 15 contains 248782 members 
Mstep: Class 16 contains 178954 members 
Mstep: Class 17 contains 94207 members 
Mstep: Class 18 contains 90156 members 
Mstep: Class 19 contains 29323 members 
Mstep: Class 20 contains 236415 members 
Mstep: Class 21 contains 44566 members 
Mstep: Class 22 contains 68715 members 
Mstep: Class 23 contains 25558 members 
Mstep: Class 24 contains 27562 members 
Mstep: Class 25 contains 1413 members 
Mstep: Class 26 contains 12757 members 
Mstep: Class 27 contains 7810 members 
Mstep: Class 28 contains 40824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235423568.000000 Penalty: 100713.882812
Iteration 74Q: 29 clusters Score -2.354236e+08 nChanged 5965
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 9190 members 
Mstep: Class 3 contains 17806 members 
Mstep: Class 4 contains 197911 members 
Mstep: Class 5 contains 261558 members 
Mstep: Class 6 contains 9032 members 
Mstep: Class 7 contains 285002 members 
Mstep: Class 8 contains 13868 members 
Mstep: Class 9 contains 26838 members 
Mstep: Class 10 contains 16443 members 
Mstep: Class 11 contains 8921 members 
Mstep: Class 12 contains 15018 members 
Mstep: Class 13 contains 1367 members 
Mstep: Class 14 contains 2688 members 
Mstep: Class 15 contains 248766 members 
Mstep: Class 16 contains 179310 members 
Mstep: Class 17 contains 92781 members 
Mstep: Class 18 contains 90053 members 
Mstep: Class 19 contains 29286 members 
Mstep: Class 20 contains 235807 members 
Mstep: Class 21 contains 44505 members 
Mstep: Class 22 contains 68576 members 
Mstep: Class 23 contains 25588 members 
Mstep: Class 24 contains 27843 members 
Mstep: Class 25 contains 1412 members 
Mstep: Class 26 contains 12771 members 
Mstep: Class 27 contains 7887 members 
Mstep: Class 28 contains 41322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235424752.000000 Penalty: 100713.882812
Iteration 75Q: 29 clusters Score -2.354248e+08 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 9189 members 
Mstep: Class 3 contains 17778 members 
Mstep: Class 4 contains 197632 members 
Mstep: Class 5 contains 262058 members 
Mstep: Class 6 contains 9029 members 
Mstep: Class 7 contains 285709 members 
Mstep: Class 8 contains 14001 members 
Mstep: Class 9 contains 26648 members 
Mstep: Class 10 contains 16544 members 
Mstep: Class 11 contains 8921 members 
Mstep: Class 12 contains 15055 members 
Mstep: Class 13 contains 1367 members 
Mstep: Class 14 contains 2705 members 
Mstep: Class 15 contains 248751 members 
Mstep: Class 16 contains 179720 members 
Mstep: Class 17 contains 91362 members 
Mstep: Class 18 contains 89928 members 
Mstep: Class 19 contains 29230 members 
Mstep: Class 20 contains 235326 members 
Mstep: Class 21 contains 44443 members 
Mstep: Class 22 contains 68461 members 
Mstep: Class 23 contains 25607 members 
Mstep: Class 24 contains 28099 members 
Mstep: Class 25 contains 1412 members 
Mstep: Class 26 contains 12783 members 
Mstep: Class 27 contains 7963 members 
Mstep: Class 28 contains 41809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235424256.000000 Penalty: 100713.882812
Iteration 76Q: 29 clusters Score -2.354243e+08 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 9186 members 
Mstep: Class 3 contains 17756 members 
Mstep: Class 4 contains 197340 members 
Mstep: Class 5 contains 262590 members 
Mstep: Class 6 contains 9025 members 
Mstep: Class 7 contains 286352 members 
Mstep: Class 8 contains 14173 members 
Mstep: Class 9 contains 26447 members 
Mstep: Class 10 contains 16683 members 
Mstep: Class 11 contains 8892 members 
Mstep: Class 12 contains 15081 members 
Mstep: Class 13 contains 1367 members 
Mstep: Class 14 contains 2720 members 
Mstep: Class 15 contains 248752 members 
Mstep: Class 16 contains 180116 members 
Mstep: Class 17 contains 89967 members 
Mstep: Class 18 contains 89806 members 
Mstep: Class 19 contains 29176 members 
Mstep: Class 20 contains 234936 members 
Mstep: Class 21 contains 44367 members 
Mstep: Class 22 contains 68298 members 
Mstep: Class 23 contains 25633 members 
Mstep: Class 24 contains 28315 members 
Mstep: Class 25 contains 1412 members 
Mstep: Class 26 contains 12800 members 
Mstep: Class 27 contains 8034 members 
Mstep: Class 28 contains 42268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235424112.000000 Penalty: 100713.882812
Iteration 77Q: 29 clusters Score -2.354241e+08 nChanged 6368
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 9185 members 
Mstep: Class 3 contains 17727 members 
Mstep: Class 4 contains 197036 members 
Mstep: Class 5 contains 263115 members 
Mstep: Class 6 contains 9024 members 
Mstep: Class 7 contains 286954 members 
Mstep: Class 8 contains 14351 members 
Mstep: Class 9 contains 26166 members 
Mstep: Class 10 contains 16879 members 
Mstep: Class 11 contains 8878 members 
Mstep: Class 12 contains 15132 members 
Mstep: Class 13 contains 1367 members 
Mstep: Class 14 contains 2738 members 
Mstep: Class 15 contains 248781 members 
Mstep: Class 16 contains 180507 members 
Mstep: Class 17 contains 88549 members 
Mstep: Class 18 contains 89690 members 
Mstep: Class 19 contains 29107 members 
Mstep: Class 20 contains 234612 members 
Mstep: Class 21 contains 44275 members 
Mstep: Class 22 contains 68135 members 
Mstep: Class 23 contains 25660 members 
Mstep: Class 24 contains 28537 members 
Mstep: Class 25 contains 1414 members 
Mstep: Class 26 contains 12804 members 
Mstep: Class 27 contains 8103 members 
Mstep: Class 28 contains 42753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235424560.000000 Penalty: 100713.882812
Iteration 78Q: 29 clusters Score -2.354246e+08 nChanged 6709
Entering ConstructFrom: 
Score: -235424560.000000 Penalty: 100713.882812
Entering ConstructFrom: 
Trying to split cluster 1 (18598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Entering Unmasked Estep 
Score: -2246478.250000 Penalty: 2438.040771
	Iteration 0F: 2 clusters Score -2246478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -2233237.000000 Penalty: 4876.081543
	Iteration 0F: 3 clusters Score -2233237 nChanged 8143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -2238062.750000 Penalty: 4876.081543
	Iteration 1F: 3 clusters Score -2238063 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -2239031.500000 Penalty: 4876.081543
	Iteration 2F: 3 clusters Score -2239032 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -2240455.750000 Penalty: 4876.081543
	Iteration 3F: 3 clusters Score -2240456 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -2242198.000000 Penalty: 4876.081543
	Iteration 4F: 3 clusters Score -2242198 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -2243808.500000 Penalty: 4876.081543
	Iteration 5F: 3 clusters Score -2243808 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -2245086.500000 Penalty: 4876.081543
	Iteration 6F: 3 clusters Score -2245086 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -2246010.750000 Penalty: 4876.081543
	Iteration 7F: 3 clusters Score -2246011 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -2246688.500000 Penalty: 4876.081543
	Iteration 8Q: 3 clusters Score -2246688 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -2247228.500000 Penalty: 4876.081543
	Iteration 9Q: 3 clusters Score -2247228 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -2247572.250000 Penalty: 4876.081543
	Iteration 10Q: 3 clusters Score -2247572 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -2247758.500000 Penalty: 4876.081543
	Iteration 11Q: 3 clusters Score -2247758 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -2247892.500000 Penalty: 4876.081543
	Iteration 12Q: 3 clusters Score -2247892 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -2247969.500000 Penalty: 4876.081543
	Iteration 13Q: 3 clusters Score -2247970 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -2247998.500000 Penalty: 4876.081543
	Iteration 14Q: 3 clusters Score -2247998 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -2248010.250000 Penalty: 4876.081543
	Iteration 15Q: 3 clusters Score -2248010 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -2248024.000000 Penalty: 4876.081543
	Iteration 16Q: 3 clusters Score -2248024 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -2248025.250000 Penalty: 4876.081543
	Iteration 17Q: 3 clusters Score -2248025 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -2248027.250000 Penalty: 4876.081543
	Iteration 18Q: 3 clusters Score -2248027 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2248029.500000 Penalty: 4876.081543
	Iteration 19Q: 3 clusters Score -2248030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -2248031.750000 Penalty: 4876.081543
	Iteration 20F: 3 clusters Score -2248032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -2248034.500000 Penalty: 4876.081543
	Iteration 21Q: 3 clusters Score -2248034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -2248035.000000 Penalty: 4876.081543
	Iteration 22Q: 3 clusters Score -2248035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -2248033.500000 Penalty: 4876.081543
	Iteration 23Q: 3 clusters Score -2248034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -2248038.250000 Penalty: 4876.081543
	Iteration 24Q: 3 clusters Score -2248038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -2248033.000000 Penalty: 4876.081543
	Iteration 25Q: 3 clusters Score -2248033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -2248035.500000 Penalty: 4876.081543
	Iteration 26Q: 3 clusters Score -2248036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -2248036.750000 Penalty: 4876.081543
	Iteration 27Q: 3 clusters Score -2248037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -2248034.000000 Penalty: 4876.081543
	Iteration 28Q: 3 clusters Score -2248034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -2248035.250000 Penalty: 4876.081543
	Iteration 29Q: 3 clusters Score -2248035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -2248037.000000 Penalty: 4876.081543
	Iteration 30Q: 3 clusters Score -2248037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -2248037.000000 Penalty: 4876.081543
	Iteration 31Q: 3 clusters Score -2248037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -2248036.500000 Penalty: 4876.081543
	Iteration 32Q: 3 clusters Score -2248036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -2248037.500000 Penalty: 4876.081543
	Iteration 33Q: 3 clusters Score -2248038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -2248037.500000 Penalty: 4876.081543
	Iteration 34F: 3 clusters Score -2248038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 9188 members 
Mstep: Class 3 contains 17706 members 
Mstep: Class 4 contains 196770 members 
Mstep: Class 5 contains 263713 members 
Mstep: Class 6 contains 9025 members 
Mstep: Class 7 contains 287480 members 
Mstep: Class 8 contains 14529 members 
Mstep: Class 9 contains 25773 members 
Mstep: Class 10 contains 17147 members 
Mstep: Class 11 contains 8887 members 
Mstep: Class 12 contains 15236 members 
Mstep: Class 13 contains 1367 members 
Mstep: Class 14 contains 2746 members 
Mstep: Class 15 contains 248832 members 
Mstep: Class 16 contains 180849 members 
Mstep: Class 17 contains 87126 members 
Mstep: Class 18 contains 89601 members 
Mstep: Class 19 contains 29034 members 
Mstep: Class 20 contains 234307 members 
Mstep: Class 21 contains 44193 members 
Mstep: Class 22 contains 67919 members 
Mstep: Class 23 contains 25673 members 
Mstep: Class 24 contains 28762 members 
Mstep: Class 25 contains 1413 members 
Mstep: Class 26 contains 12816 members 
Mstep: Class 27 contains 8160 members 
Mstep: Class 28 contains 43228 members 
Mstep: Class 29 contains 12897 members 
Entering Unmasked Estep 
Score: -235425872.000000 Penalty: 104310.812500
Splitting cluster 1 changes total score from -235424560.000000 to -235425872.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 2 (9188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Entering Unmasked Estep 
Score: -1026780.875000 Penalty: 2263.162109
	Iteration 0F: 2 clusters Score -1026781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1019643.125000 Penalty: 4526.324219
	Iteration 0F: 3 clusters Score -1019643 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1022006.750000 Penalty: 4526.324219
	Iteration 1F: 3 clusters Score -1022007 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1022524.875000 Penalty: 4526.324219
	Iteration 2F: 3 clusters Score -1022525 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1022987.000000 Penalty: 4526.324219
	Iteration 3F: 3 clusters Score -1022987 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1023570.875000 Penalty: 4526.324219
	Iteration 4F: 3 clusters Score -1023571 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1024328.312500 Penalty: 4526.324219
	Iteration 5F: 3 clusters Score -1024328 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1025297.250000 Penalty: 4526.324219
	Iteration 6F: 3 clusters Score -1025297 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1026492.437500 Penalty: 4526.324219
	Iteration 7F: 3 clusters Score -1026492 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1027326.937500 Penalty: 4526.324219
	Iteration 8F: 3 clusters Score -1027327 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1027805.875000 Penalty: 4526.324219
	Iteration 9Q: 3 clusters Score -1027806 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1028056.000000 Penalty: 4526.324219
	Iteration 10Q: 3 clusters Score -1028056 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1028137.312500 Penalty: 4526.324219
	Iteration 11Q: 3 clusters Score -1028137 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1028186.875000 Penalty: 4526.324219
	Iteration 12Q: 3 clusters Score -1028187 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1028213.250000 Penalty: 4526.324219
	Iteration 13Q: 3 clusters Score -1028213 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1028231.562500 Penalty: 4526.324219
	Iteration 14Q: 3 clusters Score -1028232 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1028243.250000 Penalty: 4526.324219
	Iteration 15Q: 3 clusters Score -1028243 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1028249.437500 Penalty: 4526.324219
	Iteration 16Q: 3 clusters Score -1028249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1028251.250000 Penalty: 4526.324219
	Iteration 17Q: 3 clusters Score -1028251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1028252.562500 Penalty: 4526.324219
	Iteration 18Q: 3 clusters Score -1028253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1028253.812500 Penalty: 4526.324219
	Iteration 19Q: 3 clusters Score -1028254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1028255.125000 Penalty: 4526.324219
	Iteration 20F: 3 clusters Score -1028255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1028256.375000 Penalty: 4526.324219
	Iteration 21Q: 3 clusters Score -1028256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1028256.812500 Penalty: 4526.324219
	Iteration 22Q: 3 clusters Score -1028257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1028256.937500 Penalty: 4526.324219
	Iteration 23Q: 3 clusters Score -1028257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1028256.375000 Penalty: 4526.324219
	Iteration 24Q: 3 clusters Score -1028256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1028256.375000 Penalty: 4526.324219
	Iteration 25F: 3 clusters Score -1028256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 8352 members 
Mstep: Class 3 contains 17706 members 
Mstep: Class 4 contains 196770 members 
Mstep: Class 5 contains 263713 members 
Mstep: Class 6 contains 9025 members 
Mstep: Class 7 contains 287480 members 
Mstep: Class 8 contains 14529 members 
Mstep: Class 9 contains 25773 members 
Mstep: Class 10 contains 17147 members 
Mstep: Class 11 contains 8887 members 
Mstep: Class 12 contains 15236 members 
Mstep: Class 13 contains 1367 members 
Mstep: Class 14 contains 2746 members 
Mstep: Class 15 contains 248832 members 
Mstep: Class 16 contains 180849 members 
Mstep: Class 17 contains 87126 members 
Mstep: Class 18 contains 89601 members 
Mstep: Class 19 contains 29034 members 
Mstep: Class 20 contains 234307 members 
Mstep: Class 21 contains 44193 members 
Mstep: Class 22 contains 67919 members 
Mstep: Class 23 contains 25673 members 
Mstep: Class 24 contains 28762 members 
Mstep: Class 25 contains 1413 members 
Mstep: Class 26 contains 12816 members 
Mstep: Class 27 contains 8160 members 
Mstep: Class 28 contains 43228 members 
Mstep: Class 29 contains 12897 members 
Mstep: Class 30 contains 836 members 
Entering Unmasked Estep 
Score: -235425616.000000 Penalty: 107907.734375
Splitting cluster 2 changes total score from -235424560.000000 to -235425616.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 3 (17706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Entering Unmasked Estep 
Score: -2101776.500000 Penalty: 2425.851562
	Iteration 0F: 2 clusters Score -2101776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -2089321.500000 Penalty: 4851.703125
	Iteration 0F: 3 clusters Score -2089322 nChanged 7668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -2093648.750000 Penalty: 4851.703125
	Iteration 1F: 3 clusters Score -2093649 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -2094410.375000 Penalty: 4851.703125
	Iteration 2F: 3 clusters Score -2094410 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -2095446.250000 Penalty: 4851.703125
	Iteration 3F: 3 clusters Score -2095446 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -2096633.500000 Penalty: 4851.703125
	Iteration 4F: 3 clusters Score -2096634 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -2097678.500000 Penalty: 4851.703125
	Iteration 5F: 3 clusters Score -2097678 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -2098484.000000 Penalty: 4851.703125
	Iteration 6F: 3 clusters Score -2098484 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -2099010.750000 Penalty: 4851.703125
	Iteration 7F: 3 clusters Score -2099011 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -2099372.750000 Penalty: 4851.703125
	Iteration 8Q: 3 clusters Score -2099373 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -2099626.750000 Penalty: 4851.703125
	Iteration 9Q: 3 clusters Score -2099627 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -2099833.250000 Penalty: 4851.703125
	Iteration 10Q: 3 clusters Score -2099833 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -2100011.000000 Penalty: 4851.703125
	Iteration 11Q: 3 clusters Score -2100011 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -2100166.750000 Penalty: 4851.703125
	Iteration 12Q: 3 clusters Score -2100167 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -2100297.750000 Penalty: 4851.703125
	Iteration 13Q: 3 clusters Score -2100298 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -2100423.750000 Penalty: 4851.703125
	Iteration 14Q: 3 clusters Score -2100424 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2100542.000000 Penalty: 4851.703125
	Iteration 15Q: 3 clusters Score -2100542 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -2100683.500000 Penalty: 4851.703125
	Iteration 16Q: 3 clusters Score -2100684 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2100800.500000 Penalty: 4851.703125
	Iteration 17Q: 3 clusters Score -2100800 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2100905.000000 Penalty: 4851.703125
	Iteration 18Q: 3 clusters Score -2100905 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2100973.750000 Penalty: 4851.703125
	Iteration 19Q: 3 clusters Score -2100974 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2101022.750000 Penalty: 4851.703125
	Iteration 20F: 3 clusters Score -2101023 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2101056.750000 Penalty: 4851.703125
	Iteration 21Q: 3 clusters Score -2101057 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2101080.500000 Penalty: 4851.703125
	Iteration 22Q: 3 clusters Score -2101080 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2101089.000000 Penalty: 4851.703125
	Iteration 23Q: 3 clusters Score -2101089 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2101102.750000 Penalty: 4851.703125
	Iteration 24Q: 3 clusters Score -2101103 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2101115.250000 Penalty: 4851.703125
	Iteration 25Q: 3 clusters Score -2101115 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2101118.000000 Penalty: 4851.703125
	Iteration 26Q: 3 clusters Score -2101118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2101127.250000 Penalty: 4851.703125
	Iteration 27Q: 3 clusters Score -2101127 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2101127.750000 Penalty: 4851.703125
	Iteration 28Q: 3 clusters Score -2101128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2101129.000000 Penalty: 4851.703125
	Iteration 29Q: 3 clusters Score -2101129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2101134.000000 Penalty: 4851.703125
	Iteration 30Q: 3 clusters Score -2101134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2101134.000000 Penalty: 4851.703125
	Iteration 31Q: 3 clusters Score -2101134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2101136.750000 Penalty: 4851.703125
	Iteration 32Q: 3 clusters Score -2101137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2101136.750000 Penalty: 4851.703125
	Iteration 33Q: 3 clusters Score -2101137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2101137.750000 Penalty: 4851.703125
	Iteration 34Q: 3 clusters Score -2101138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2101139.250000 Penalty: 4851.703125
	Iteration 35Q: 3 clusters Score -2101139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2101139.500000 Penalty: 4851.703125
	Iteration 36Q: 3 clusters Score -2101140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2101140.000000 Penalty: 4851.703125
	Iteration 37Q: 3 clusters Score -2101140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2101140.250000 Penalty: 4851.703125
	Iteration 38Q: 3 clusters Score -2101140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2101139.000000 Penalty: 4851.703125
	Iteration 39Q: 3 clusters Score -2101139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2101140.000000 Penalty: 4851.703125
	Iteration 40F: 3 clusters Score -2101140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2101139.000000 Penalty: 4851.703125
	Iteration 41Q: 3 clusters Score -2101139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2101139.000000 Penalty: 4851.703125
	Iteration 42F: 3 clusters Score -2101139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (196770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196770 members 
Entering Unmasked Estep 
Score: -23993474.000000 Penalty: 3023.068115
	Iteration 0F: 2 clusters Score -2.399347e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98113 members 
Mstep: Class 2 contains 98657 members 
Entering Unmasked Estep 
Score: -23864526.000000 Penalty: 6046.136230
	Iteration 0F: 3 clusters Score -2.386453e+07 nChanged 94348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95733 members 
Mstep: Class 2 contains 101037 members 
Entering Unmasked Estep 
Score: -23920080.000000 Penalty: 6046.136230
	Iteration 1F: 3 clusters Score -2.392008e+07 nChanged 6395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94668 members 
Mstep: Class 2 contains 102102 members 
Entering Unmasked Estep 
Score: -23921778.000000 Penalty: 6046.136230
	Iteration 2Q: 3 clusters Score -2.392178e+07 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93239 members 
Mstep: Class 2 contains 103531 members 
Entering Unmasked Estep 
Score: -23924148.000000 Penalty: 6046.136230
	Iteration 3Q: 3 clusters Score -2.392415e+07 nChanged 8216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91219 members 
Mstep: Class 2 contains 105551 members 
Entering Unmasked Estep 
Score: -23927378.000000 Penalty: 6046.136230
	Iteration 4Q: 3 clusters Score -2.392738e+07 nChanged 9457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88228 members 
Mstep: Class 2 contains 108542 members 
Entering Unmasked Estep 
Score: -23931794.000000 Penalty: 6046.136230
	Iteration 5Q: 3 clusters Score -2.393179e+07 nChanged 10451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83755 members 
Mstep: Class 2 contains 113015 members 
Entering Unmasked Estep 
Score: -23937072.000000 Penalty: 6046.136230
	Iteration 6F: 3 clusters Score -2.393707e+07 nChanged 10809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77850 members 
Mstep: Class 2 contains 118920 members 
Entering Unmasked Estep 
Score: -23943100.000000 Penalty: 6046.136230
	Iteration 7F: 3 clusters Score -2.39431e+07 nChanged 10852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70206 members 
Mstep: Class 2 contains 126564 members 
Entering Unmasked Estep 
Score: -23949340.000000 Penalty: 6046.136230
	Iteration 8F: 3 clusters Score -2.394934e+07 nChanged 10435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61263 members 
Mstep: Class 2 contains 135507 members 
Entering Unmasked Estep 
Score: -23955440.000000 Penalty: 6046.136230
	Iteration 9F: 3 clusters Score -2.395544e+07 nChanged 10312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51439 members 
Mstep: Class 2 contains 145331 members 
Entering Unmasked Estep 
Score: -23961490.000000 Penalty: 6046.136230
	Iteration 10F: 3 clusters Score -2.396149e+07 nChanged 10426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41125 members 
Mstep: Class 2 contains 155645 members 
Entering Unmasked Estep 
Score: -23967738.000000 Penalty: 6046.136230
	Iteration 11F: 3 clusters Score -2.396774e+07 nChanged 10084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 165713 members 
Entering Unmasked Estep 
Score: -23974414.000000 Penalty: 6046.136230
	Iteration 12F: 3 clusters Score -2.397441e+07 nChanged 8738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 174449 members 
Entering Unmasked Estep 
Score: -23979956.000000 Penalty: 6046.136230
	Iteration 13Q: 3 clusters Score -2.397996e+07 nChanged 6920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 181367 members 
Entering Unmasked Estep 
Score: -23983854.000000 Penalty: 6046.136230
	Iteration 14Q: 3 clusters Score -2.398385e+07 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 186466 members 
Entering Unmasked Estep 
Score: -23986438.000000 Penalty: 6046.136230
	Iteration 15Q: 3 clusters Score -2.398644e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 189805 members 
Entering Unmasked Estep 
Score: -23988196.000000 Penalty: 6046.136230
	Iteration 16Q: 3 clusters Score -2.39882e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 191982 members 
Entering Unmasked Estep 
Score: -23989278.000000 Penalty: 6046.136230
	Iteration 17Q: 3 clusters Score -2.398928e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 193325 members 
Entering Unmasked Estep 
Score: -23989894.000000 Penalty: 6046.136230
	Iteration 18Q: 3 clusters Score -2.398989e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 194161 members 
Entering Unmasked Estep 
Score: -23990316.000000 Penalty: 6046.136230
	Iteration 19Q: 3 clusters Score -2.399032e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 194675 members 
Entering Unmasked Estep 
Score: -23990512.000000 Penalty: 6046.136230
	Iteration 20F: 3 clusters Score -2.399051e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 195001 members 
Entering Unmasked Estep 
Score: -23990644.000000 Penalty: 6046.136230
	Iteration 21Q: 3 clusters Score -2.399064e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 195227 members 
Entering Unmasked Estep 
Score: -23990722.000000 Penalty: 6046.136230
	Iteration 22Q: 3 clusters Score -2.399072e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 195364 members 
Entering Unmasked Estep 
Score: -23990814.000000 Penalty: 6046.136230
	Iteration 23Q: 3 clusters Score -2.399081e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 195461 members 
Entering Unmasked Estep 
Score: -23990898.000000 Penalty: 6046.136230
	Iteration 24Q: 3 clusters Score -2.39909e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 195531 members 
Entering Unmasked Estep 
Score: -23990930.000000 Penalty: 6046.136230
	Iteration 25Q: 3 clusters Score -2.399093e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 195574 members 
Entering Unmasked Estep 
Score: -23990932.000000 Penalty: 6046.136230
	Iteration 26Q: 3 clusters Score -2.399093e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 195612 members 
Entering Unmasked Estep 
Score: -23990968.000000 Penalty: 6046.136230
	Iteration 27Q: 3 clusters Score -2.399097e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 195644 members 
Entering Unmasked Estep 
Score: -23991004.000000 Penalty: 6046.136230
	Iteration 28Q: 3 clusters Score -2.3991e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 195673 members 
Entering Unmasked Estep 
Score: -23991044.000000 Penalty: 6046.136230
	Iteration 29Q: 3 clusters Score -2.399104e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 195698 members 
Entering Unmasked Estep 
Score: -23991070.000000 Penalty: 6046.136230
	Iteration 30Q: 3 clusters Score -2.399107e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 195714 members 
Entering Unmasked Estep 
Score: -23991080.000000 Penalty: 6046.136230
	Iteration 31Q: 3 clusters Score -2.399108e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 195720 members 
Entering Unmasked Estep 
Score: -23991086.000000 Penalty: 6046.136230
	Iteration 32Q: 3 clusters Score -2.399109e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 195725 members 
Entering Unmasked Estep 
Score: -23991096.000000 Penalty: 6046.136230
	Iteration 33Q: 3 clusters Score -2.39911e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 195730 members 
Entering Unmasked Estep 
Score: -23991098.000000 Penalty: 6046.136230
	Iteration 34Q: 3 clusters Score -2.39911e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 195742 members 
Entering Unmasked Estep 
Score: -23991104.000000 Penalty: 6046.136230
	Iteration 35Q: 3 clusters Score -2.39911e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 195749 members 
Entering Unmasked Estep 
Score: -23991102.000000 Penalty: 6046.136230
	Iteration 36Q: 3 clusters Score -2.39911e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 195763 members 
Entering Unmasked Estep 
Score: -23991112.000000 Penalty: 6046.136230
	Iteration 37Q: 3 clusters Score -2.399111e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 195769 members 
Entering Unmasked Estep 
Score: -23991120.000000 Penalty: 6046.136230
	Iteration 38Q: 3 clusters Score -2.399112e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 195775 members 
Entering Unmasked Estep 
Score: -23991114.000000 Penalty: 6046.136230
	Iteration 39Q: 3 clusters Score -2.399111e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 195779 members 
Entering Unmasked Estep 
Score: -23991130.000000 Penalty: 6046.136230
	Iteration 40F: 3 clusters Score -2.399113e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 195783 members 
Entering Unmasked Estep 
Score: -23991120.000000 Penalty: 6046.136230
	Iteration 41Q: 3 clusters Score -2.399112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 195783 members 
Entering Unmasked Estep 
Score: -23991114.000000 Penalty: 6046.136230
	Iteration 42Q: 3 clusters Score -2.399111e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 195788 members 
Entering Unmasked Estep 
Score: -23991114.000000 Penalty: 6046.136230
	Iteration 43Q: 3 clusters Score -2.399111e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 195788 members 
Entering Unmasked Estep 
Score: -23991124.000000 Penalty: 6046.136230
	Iteration 44Q: 3 clusters Score -2.399112e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 195787 members 
Entering Unmasked Estep 
Score: -23991110.000000 Penalty: 6046.136230
	Iteration 45Q: 3 clusters Score -2.399111e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 195787 members 
Entering Unmasked Estep 
Score: -23991116.000000 Penalty: 6046.136230
	Iteration 46Q: 3 clusters Score -2.399112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 195786 members 
Entering Unmasked Estep 
Score: -23991120.000000 Penalty: 6046.136230
	Iteration 47Q: 3 clusters Score -2.399112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 195787 members 
Entering Unmasked Estep 
Score: -23991122.000000 Penalty: 6046.136230
	Iteration 48Q: 3 clusters Score -2.399112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 195787 members 
Entering Unmasked Estep 
Score: -23991122.000000 Penalty: 6046.136230
	Iteration 49Q: 3 clusters Score -2.399112e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 195788 members 
Entering Unmasked Estep 
Score: -23991126.000000 Penalty: 6046.136230
	Iteration 50Q: 3 clusters Score -2.399113e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 195791 members 
Entering Unmasked Estep 
Score: -23991128.000000 Penalty: 6046.136230
	Iteration 51Q: 3 clusters Score -2.399113e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 195799 members 
Entering Unmasked Estep 
Score: -23991136.000000 Penalty: 6046.136230
	Iteration 52Q: 3 clusters Score -2.399114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 195802 members 
Entering Unmasked Estep 
Score: -23991132.000000 Penalty: 6046.136230
	Iteration 53Q: 3 clusters Score -2.399113e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 195803 members 
Entering Unmasked Estep 
Score: -23991126.000000 Penalty: 6046.136230
	Iteration 54Q: 3 clusters Score -2.399113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 195804 members 
Entering Unmasked Estep 
Score: -23991116.000000 Penalty: 6046.136230
	Iteration 55Q: 3 clusters Score -2.399112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 195807 members 
Entering Unmasked Estep 
Score: -23991120.000000 Penalty: 6046.136230
	Iteration 56Q: 3 clusters Score -2.399112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 195810 members 
Entering Unmasked Estep 
Score: -23991132.000000 Penalty: 6046.136230
	Iteration 57Q: 3 clusters Score -2.399113e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 195810 members 
Entering Unmasked Estep 
Score: -23991128.000000 Penalty: 6046.136230
	Iteration 58Q: 3 clusters Score -2.399113e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 195815 members 
Entering Unmasked Estep 
Score: -23991128.000000 Penalty: 6046.136230
	Iteration 59Q: 3 clusters Score -2.399113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 195816 members 
Entering Unmasked Estep 
Score: -23991128.000000 Penalty: 6046.136230
	Iteration 60F: 3 clusters Score -2.399113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 195815 members 
Entering Unmasked Estep 
Score: -23991134.000000 Penalty: 6046.136230
	Iteration 61Q: 3 clusters Score -2.399113e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 195815 members 
Entering Unmasked Estep 
Score: -23991134.000000 Penalty: 6046.136230
	Iteration 62F: 3 clusters Score -2.399113e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (263713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263713 members 
Entering Unmasked Estep 
Score: -32158466.000000 Penalty: 3095.688965
	Iteration 0F: 2 clusters Score -3.215847e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131417 members 
Mstep: Class 2 contains 132296 members 
Entering Unmasked Estep 
Score: -31998516.000000 Penalty: 6191.377930
	Iteration 0F: 3 clusters Score -3.199852e+07 nChanged 127215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126836 members 
Mstep: Class 2 contains 136877 members 
Entering Unmasked Estep 
Score: -32074032.000000 Penalty: 6191.377930
	Iteration 1F: 3 clusters Score -3.207403e+07 nChanged 7056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123742 members 
Mstep: Class 2 contains 139971 members 
Entering Unmasked Estep 
Score: -32075574.000000 Penalty: 6191.377930
	Iteration 2Q: 3 clusters Score -3.207557e+07 nChanged 7998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118664 members 
Mstep: Class 2 contains 145049 members 
Entering Unmasked Estep 
Score: -32077826.000000 Penalty: 6191.377930
	Iteration 3Q: 3 clusters Score -3.207783e+07 nChanged 9569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110735 members 
Mstep: Class 2 contains 152978 members 
Entering Unmasked Estep 
Score: -32081026.000000 Penalty: 6191.377930
	Iteration 4Q: 3 clusters Score -3.208103e+07 nChanged 12832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98677 members 
Mstep: Class 2 contains 165036 members 
Entering Unmasked Estep 
Score: -32087564.000000 Penalty: 6191.377930
	Iteration 5Q: 3 clusters Score -3.208756e+07 nChanged 17694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81243 members 
Mstep: Class 2 contains 182470 members 
Entering Unmasked Estep 
Score: -32098730.000000 Penalty: 6191.377930
	Iteration 6F: 3 clusters Score -3.209873e+07 nChanged 22614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58659 members 
Mstep: Class 2 contains 205054 members 
Entering Unmasked Estep 
Score: -32114272.000000 Penalty: 6191.377930
	Iteration 7F: 3 clusters Score -3.211427e+07 nChanged 24213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34476 members 
Mstep: Class 2 contains 229237 members 
Entering Unmasked Estep 
Score: -32131234.000000 Penalty: 6191.377930
	Iteration 8F: 3 clusters Score -3.213123e+07 nChanged 17983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 247208 members 
Entering Unmasked Estep 
Score: -32144058.000000 Penalty: 6191.377930
	Iteration 9F: 3 clusters Score -3.214406e+07 nChanged 9756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 256958 members 
Entering Unmasked Estep 
Score: -32150674.000000 Penalty: 6191.377930
	Iteration 10Q: 3 clusters Score -3.215067e+07 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 260987 members 
Entering Unmasked Estep 
Score: -32153602.000000 Penalty: 6191.377930
	Iteration 11Q: 3 clusters Score -3.21536e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 262487 members 
Entering Unmasked Estep 
Score: -32154862.000000 Penalty: 6191.377930
	Iteration 12Q: 3 clusters Score -3.215486e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 262962 members 
Entering Unmasked Estep 
Score: -32155350.000000 Penalty: 6191.377930
	Iteration 13Q: 3 clusters Score -3.215535e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 263131 members 
Entering Unmasked Estep 
Score: -32155596.000000 Penalty: 6191.377930
	Iteration 14Q: 3 clusters Score -3.21556e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 263197 members 
Entering Unmasked Estep 
Score: -32155696.000000 Penalty: 6191.377930
	Iteration 15Q: 3 clusters Score -3.21557e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 263238 members 
Entering Unmasked Estep 
Score: -32155750.000000 Penalty: 6191.377930
	Iteration 16Q: 3 clusters Score -3.215575e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 263266 members 
Entering Unmasked Estep 
Score: -32155790.000000 Penalty: 6191.377930
	Iteration 17Q: 3 clusters Score -3.215579e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 263271 members 
Entering Unmasked Estep 
Score: -32155808.000000 Penalty: 6191.377930
	Iteration 18Q: 3 clusters Score -3.215581e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 263274 members 
Entering Unmasked Estep 
Score: -32155850.000000 Penalty: 6191.377930
	Iteration 19Q: 3 clusters Score -3.215585e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 263279 members 
Entering Unmasked Estep 
Score: -32155860.000000 Penalty: 6191.377930
	Iteration 20F: 3 clusters Score -3.215586e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 263285 members 
Entering Unmasked Estep 
Score: -32155836.000000 Penalty: 6191.377930
	Iteration 21Q: 3 clusters Score -3.215584e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 263287 members 
Entering Unmasked Estep 
Score: -32155846.000000 Penalty: 6191.377930
	Iteration 22Q: 3 clusters Score -3.215585e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 263287 members 
Entering Unmasked Estep 
Score: -32155860.000000 Penalty: 6191.377930
	Iteration 23Q: 3 clusters Score -3.215586e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 263287 members 
Entering Unmasked Estep 
Score: -32155860.000000 Penalty: 6191.377930
	Iteration 24F: 3 clusters Score -3.215586e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Entering Unmasked Estep 
Score: -1078968.125000 Penalty: 2258.722900
	Iteration 0F: 2 clusters Score -1078968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1071855.500000 Penalty: 4517.445801
	Iteration 0F: 3 clusters Score -1071856 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1073871.000000 Penalty: 4517.445801
	Iteration 1F: 3 clusters Score -1073871 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1074304.250000 Penalty: 4517.445801
	Iteration 2F: 3 clusters Score -1074304 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1074863.500000 Penalty: 4517.445801
	Iteration 3F: 3 clusters Score -1074864 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1075702.875000 Penalty: 4517.445801
	Iteration 4F: 3 clusters Score -1075703 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1076801.750000 Penalty: 4517.445801
	Iteration 5F: 3 clusters Score -1076802 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1077739.375000 Penalty: 4517.445801
	Iteration 6F: 3 clusters Score -1077739 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1078282.875000 Penalty: 4517.445801
	Iteration 7F: 3 clusters Score -1078283 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1078466.000000 Penalty: 4517.445801
	Iteration 8Q: 3 clusters Score -1078466 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1078535.000000 Penalty: 4517.445801
	Iteration 9Q: 3 clusters Score -1078535 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1078565.250000 Penalty: 4517.445801
	Iteration 10Q: 3 clusters Score -1078565 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1078579.875000 Penalty: 4517.445801
	Iteration 11Q: 3 clusters Score -1078580 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1078589.625000 Penalty: 4517.445801
	Iteration 12Q: 3 clusters Score -1078590 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1078594.625000 Penalty: 4517.445801
	Iteration 13Q: 3 clusters Score -1078595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1078596.125000 Penalty: 4517.445801
	Iteration 14Q: 3 clusters Score -1078596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1078599.375000 Penalty: 4517.445801
	Iteration 15Q: 3 clusters Score -1078599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1078598.375000 Penalty: 4517.445801
	Iteration 16Q: 3 clusters Score -1078598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1078599.125000 Penalty: 4517.445801
	Iteration 17Q: 3 clusters Score -1078599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1078600.125000 Penalty: 4517.445801
	Iteration 18Q: 3 clusters Score -1078600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1078600.125000 Penalty: 4517.445801
	Iteration 19F: 3 clusters Score -1078600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (287480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287480 members 
Entering Unmasked Estep 
Score: -35418356.000000 Penalty: 3117.089355
	Iteration 0F: 2 clusters Score -3.541836e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143430 members 
Mstep: Class 2 contains 144050 members 
Entering Unmasked Estep 
Score: -35245368.000000 Penalty: 6234.178711
	Iteration 0F: 3 clusters Score -3.524537e+07 nChanged 139312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134664 members 
Mstep: Class 2 contains 152816 members 
Entering Unmasked Estep 
Score: -35327748.000000 Penalty: 6234.178711
	Iteration 1F: 3 clusters Score -3.532775e+07 nChanged 9667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128473 members 
Mstep: Class 2 contains 159007 members 
Entering Unmasked Estep 
Score: -35330488.000000 Penalty: 6234.178711
	Iteration 2Q: 3 clusters Score -3.533049e+07 nChanged 12578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118533 members 
Mstep: Class 2 contains 168947 members 
Entering Unmasked Estep 
Score: -35335280.000000 Penalty: 6234.178711
	Iteration 3Q: 3 clusters Score -3.533528e+07 nChanged 16606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103847 members 
Mstep: Class 2 contains 183633 members 
Entering Unmasked Estep 
Score: -35343108.000000 Penalty: 6234.178711
	Iteration 4F: 3 clusters Score -3.534311e+07 nChanged 20989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84100 members 
Mstep: Class 2 contains 203380 members 
Entering Unmasked Estep 
Score: -35355236.000000 Penalty: 6234.178711
	Iteration 5F: 3 clusters Score -3.535524e+07 nChanged 23741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61121 members 
Mstep: Class 2 contains 226359 members 
Entering Unmasked Estep 
Score: -35370532.000000 Penalty: 6234.178711
	Iteration 6F: 3 clusters Score -3.537053e+07 nChanged 22765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38732 members 
Mstep: Class 2 contains 248748 members 
Entering Unmasked Estep 
Score: -35386116.000000 Penalty: 6234.178711
	Iteration 7F: 3 clusters Score -3.538612e+07 nChanged 17646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 266242 members 
Entering Unmasked Estep 
Score: -35399140.000000 Penalty: 6234.178711
	Iteration 8F: 3 clusters Score -3.539914e+07 nChanged 11000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 277214 members 
Entering Unmasked Estep 
Score: -35407628.000000 Penalty: 6234.178711
	Iteration 9Q: 3 clusters Score -3.540763e+07 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 282835 members 
Entering Unmasked Estep 
Score: -35412112.000000 Penalty: 6234.178711
	Iteration 10Q: 3 clusters Score -3.541211e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 285300 members 
Entering Unmasked Estep 
Score: -35413972.000000 Penalty: 6234.178711
	Iteration 11Q: 3 clusters Score -3.541397e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 286351 members 
Entering Unmasked Estep 
Score: -35414836.000000 Penalty: 6234.178711
	Iteration 12Q: 3 clusters Score -3.541484e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 286749 members 
Entering Unmasked Estep 
Score: -35415164.000000 Penalty: 6234.178711
	Iteration 13Q: 3 clusters Score -3.541516e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 286909 members 
Entering Unmasked Estep 
Score: -35415328.000000 Penalty: 6234.178711
	Iteration 14Q: 3 clusters Score -3.541533e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 286970 members 
Entering Unmasked Estep 
Score: -35415388.000000 Penalty: 6234.178711
	Iteration 15Q: 3 clusters Score -3.541539e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 287002 members 
Entering Unmasked Estep 
Score: -35415440.000000 Penalty: 6234.178711
	Iteration 16Q: 3 clusters Score -3.541544e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 287033 members 
Entering Unmasked Estep 
Score: -35415480.000000 Penalty: 6234.178711
	Iteration 17Q: 3 clusters Score -3.541548e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 287055 members 
Entering Unmasked Estep 
Score: -35415552.000000 Penalty: 6234.178711
	Iteration 18Q: 3 clusters Score -3.541555e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 287063 members 
Entering Unmasked Estep 
Score: -35415600.000000 Penalty: 6234.178711
	Iteration 19Q: 3 clusters Score -3.54156e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 287068 members 
Entering Unmasked Estep 
Score: -35415580.000000 Penalty: 6234.178711
	Iteration 20F: 3 clusters Score -3.541558e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 287074 members 
Entering Unmasked Estep 
Score: -35415608.000000 Penalty: 6234.178711
	Iteration 21Q: 3 clusters Score -3.541561e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 287078 members 
Entering Unmasked Estep 
Score: -35415612.000000 Penalty: 6234.178711
	Iteration 22Q: 3 clusters Score -3.541561e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 287079 members 
Entering Unmasked Estep 
Score: -35415616.000000 Penalty: 6234.178711
	Iteration 23Q: 3 clusters Score -3.541562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 287079 members 
Entering Unmasked Estep 
Score: -35415616.000000 Penalty: 6234.178711
	Iteration 24Q: 3 clusters Score -3.541562e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 287079 members 
Entering Unmasked Estep 
Score: -35415616.000000 Penalty: 6234.178711
	Iteration 25F: 3 clusters Score -3.541562e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Entering Unmasked Estep 
Score: -1655594.250000 Penalty: 2376.807861
	Iteration 0F: 2 clusters Score -1655594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1645171.250000 Penalty: 4753.615723
	Iteration 0F: 3 clusters Score -1645171 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1648781.875000 Penalty: 4753.615723
	Iteration 1F: 3 clusters Score -1648782 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1649634.375000 Penalty: 4753.615723
	Iteration 2F: 3 clusters Score -1649634 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1650714.125000 Penalty: 4753.615723
	Iteration 3F: 3 clusters Score -1650714 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1651860.625000 Penalty: 4753.615723
	Iteration 4F: 3 clusters Score -1651861 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1652940.500000 Penalty: 4753.615723
	Iteration 5F: 3 clusters Score -1652940 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1653718.375000 Penalty: 4753.615723
	Iteration 6F: 3 clusters Score -1653718 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1654167.875000 Penalty: 4753.615723
	Iteration 7F: 3 clusters Score -1654168 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1654422.000000 Penalty: 4753.615723
	Iteration 8Q: 3 clusters Score -1654422 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1654551.375000 Penalty: 4753.615723
	Iteration 9Q: 3 clusters Score -1654551 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1654633.500000 Penalty: 4753.615723
	Iteration 10Q: 3 clusters Score -1654634 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1654684.500000 Penalty: 4753.615723
	Iteration 11Q: 3 clusters Score -1654684 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1654724.500000 Penalty: 4753.615723
	Iteration 12Q: 3 clusters Score -1654724 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1654749.500000 Penalty: 4753.615723
	Iteration 13Q: 3 clusters Score -1654750 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1654774.750000 Penalty: 4753.615723
	Iteration 14Q: 3 clusters Score -1654775 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1654796.250000 Penalty: 4753.615723
	Iteration 15Q: 3 clusters Score -1654796 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1654814.625000 Penalty: 4753.615723
	Iteration 16Q: 3 clusters Score -1654815 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1654843.500000 Penalty: 4753.615723
	Iteration 17Q: 3 clusters Score -1654844 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1654875.375000 Penalty: 4753.615723
	Iteration 18Q: 3 clusters Score -1654875 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1654912.250000 Penalty: 4753.615723
	Iteration 19Q: 3 clusters Score -1654912 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1654957.125000 Penalty: 4753.615723
	Iteration 20F: 3 clusters Score -1654957 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1655004.750000 Penalty: 4753.615723
	Iteration 21Q: 3 clusters Score -1655005 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1655077.125000 Penalty: 4753.615723
	Iteration 22Q: 3 clusters Score -1655077 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1655128.875000 Penalty: 4753.615723
	Iteration 23Q: 3 clusters Score -1655129 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1655169.000000 Penalty: 4753.615723
	Iteration 24Q: 3 clusters Score -1655169 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1655197.125000 Penalty: 4753.615723
	Iteration 25Q: 3 clusters Score -1655197 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1655217.750000 Penalty: 4753.615723
	Iteration 26Q: 3 clusters Score -1655218 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1655224.875000 Penalty: 4753.615723
	Iteration 27Q: 3 clusters Score -1655225 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1655238.750000 Penalty: 4753.615723
	Iteration 28Q: 3 clusters Score -1655239 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1655249.375000 Penalty: 4753.615723
	Iteration 29Q: 3 clusters Score -1655249 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1655265.250000 Penalty: 4753.615723
	Iteration 30Q: 3 clusters Score -1655265 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1655278.250000 Penalty: 4753.615723
	Iteration 31Q: 3 clusters Score -1655278 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1655290.250000 Penalty: 4753.615723
	Iteration 32Q: 3 clusters Score -1655290 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1655295.250000 Penalty: 4753.615723
	Iteration 33Q: 3 clusters Score -1655295 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1655305.125000 Penalty: 4753.615723
	Iteration 34Q: 3 clusters Score -1655305 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1655306.375000 Penalty: 4753.615723
	Iteration 35Q: 3 clusters Score -1655306 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1655317.625000 Penalty: 4753.615723
	Iteration 36Q: 3 clusters Score -1655318 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1655320.875000 Penalty: 4753.615723
	Iteration 37Q: 3 clusters Score -1655321 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1655326.625000 Penalty: 4753.615723
	Iteration 38Q: 3 clusters Score -1655327 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1655339.000000 Penalty: 4753.615723
	Iteration 39Q: 3 clusters Score -1655339 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1655340.250000 Penalty: 4753.615723
	Iteration 40F: 3 clusters Score -1655340 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1655353.375000 Penalty: 4753.615723
	Iteration 41Q: 3 clusters Score -1655353 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1655363.125000 Penalty: 4753.615723
	Iteration 42Q: 3 clusters Score -1655363 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1655375.375000 Penalty: 4753.615723
	Iteration 43Q: 3 clusters Score -1655375 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1655382.000000 Penalty: 4753.615723
	Iteration 44Q: 3 clusters Score -1655382 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1655387.625000 Penalty: 4753.615723
	Iteration 45Q: 3 clusters Score -1655388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1655395.875000 Penalty: 4753.615723
	Iteration 46Q: 3 clusters Score -1655396 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1655399.875000 Penalty: 4753.615723
	Iteration 47Q: 3 clusters Score -1655400 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1655403.000000 Penalty: 4753.615723
	Iteration 48Q: 3 clusters Score -1655403 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1655405.125000 Penalty: 4753.615723
	Iteration 49Q: 3 clusters Score -1655405 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1655401.250000 Penalty: 4753.615723
	Iteration 50Q: 3 clusters Score -1655401 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1655411.000000 Penalty: 4753.615723
	Iteration 51Q: 3 clusters Score -1655411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1655411.125000 Penalty: 4753.615723
	Iteration 52Q: 3 clusters Score -1655411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1655410.375000 Penalty: 4753.615723
	Iteration 53Q: 3 clusters Score -1655410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1655411.875000 Penalty: 4753.615723
	Iteration 54Q: 3 clusters Score -1655412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1655411.875000 Penalty: 4753.615723
	Iteration 55Q: 3 clusters Score -1655412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1655411.875000 Penalty: 4753.615723
	Iteration 56Q: 3 clusters Score -1655412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1655412.375000 Penalty: 4753.615723
	Iteration 57Q: 3 clusters Score -1655412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1655414.250000 Penalty: 4753.615723
	Iteration 58Q: 3 clusters Score -1655414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1655413.500000 Penalty: 4753.615723
	Iteration 59Q: 3 clusters Score -1655414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1655416.500000 Penalty: 4753.615723
	Iteration 60F: 3 clusters Score -1655416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (25773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Entering Unmasked Estep 
Score: -3041299.000000 Penalty: 2518.956543
	Iteration 0F: 2 clusters Score -3041299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -3023607.000000 Penalty: 5037.913086
	Iteration 0F: 3 clusters Score -3023607 nChanged 11490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -3030259.000000 Penalty: 5037.913086
	Iteration 1F: 3 clusters Score -3030259 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -3031502.250000 Penalty: 5037.913086
	Iteration 2F: 3 clusters Score -3031502 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -3033500.000000 Penalty: 5037.913086
	Iteration 3F: 3 clusters Score -3033500 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -3036311.500000 Penalty: 5037.913086
	Iteration 4F: 3 clusters Score -3036312 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -3038765.250000 Penalty: 5037.913086
	Iteration 5F: 3 clusters Score -3038765 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -3040110.000000 Penalty: 5037.913086
	Iteration 6F: 3 clusters Score -3040110 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -3040729.500000 Penalty: 5037.913086
	Iteration 7Q: 3 clusters Score -3040730 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -3041038.500000 Penalty: 5037.913086
	Iteration 8Q: 3 clusters Score -3041038 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -3041241.000000 Penalty: 5037.913086
	Iteration 9Q: 3 clusters Score -3041241 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -3041350.250000 Penalty: 5037.913086
	Iteration 10Q: 3 clusters Score -3041350 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -3041424.500000 Penalty: 5037.913086
	Iteration 11Q: 3 clusters Score -3041424 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -3041469.250000 Penalty: 5037.913086
	Iteration 12Q: 3 clusters Score -3041469 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -3041486.500000 Penalty: 5037.913086
	Iteration 13Q: 3 clusters Score -3041486 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -3041492.750000 Penalty: 5037.913086
	Iteration 14Q: 3 clusters Score -3041493 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -3041508.750000 Penalty: 5037.913086
	Iteration 15Q: 3 clusters Score -3041509 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -3041512.750000 Penalty: 5037.913086
	Iteration 16Q: 3 clusters Score -3041513 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -3041514.250000 Penalty: 5037.913086
	Iteration 17Q: 3 clusters Score -3041514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -3041512.250000 Penalty: 5037.913086
	Iteration 18Q: 3 clusters Score -3041512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -3041511.750000 Penalty: 5037.913086
	Iteration 19Q: 3 clusters Score -3041512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -3041515.750000 Penalty: 5037.913086
	Iteration 20F: 3 clusters Score -3041516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -3041522.000000 Penalty: 5037.913086
	Iteration 21Q: 3 clusters Score -3041522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -3041519.000000 Penalty: 5037.913086
	Iteration 22Q: 3 clusters Score -3041519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -3041518.750000 Penalty: 5037.913086
	Iteration 23Q: 3 clusters Score -3041519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -3041521.000000 Penalty: 5037.913086
	Iteration 24Q: 3 clusters Score -3041521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -3041521.500000 Penalty: 5037.913086
	Iteration 25Q: 3 clusters Score -3041522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -3041520.000000 Penalty: 5037.913086
	Iteration 26Q: 3 clusters Score -3041520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -3041524.000000 Penalty: 5037.913086
	Iteration 27Q: 3 clusters Score -3041524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -3041515.750000 Penalty: 5037.913086
	Iteration 28Q: 3 clusters Score -3041516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -3041516.250000 Penalty: 5037.913086
	Iteration 29Q: 3 clusters Score -3041516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -3041515.250000 Penalty: 5037.913086
	Iteration 30Q: 3 clusters Score -3041515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -3041515.250000 Penalty: 5037.913086
	Iteration 31F: 3 clusters Score -3041515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 8352 members 
Mstep: Class 3 contains 17706 members 
Mstep: Class 4 contains 196770 members 
Mstep: Class 5 contains 263713 members 
Mstep: Class 6 contains 9025 members 
Mstep: Class 7 contains 287480 members 
Mstep: Class 8 contains 14529 members 
Mstep: Class 9 contains 16946 members 
Mstep: Class 10 contains 17147 members 
Mstep: Class 11 contains 8887 members 
Mstep: Class 12 contains 15236 members 
Mstep: Class 13 contains 1367 members 
Mstep: Class 14 contains 2746 members 
Mstep: Class 15 contains 248832 members 
Mstep: Class 16 contains 180849 members 
Mstep: Class 17 contains 87126 members 
Mstep: Class 18 contains 89601 members 
Mstep: Class 19 contains 29034 members 
Mstep: Class 20 contains 234307 members 
Mstep: Class 21 contains 44193 members 
Mstep: Class 22 contains 67919 members 
Mstep: Class 23 contains 25673 members 
Mstep: Class 24 contains 28762 members 
Mstep: Class 25 contains 1413 members 
Mstep: Class 26 contains 12816 members 
Mstep: Class 27 contains 8160 members 
Mstep: Class 28 contains 43228 members 
Mstep: Class 29 contains 12897 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 8827 members 
Entering Unmasked Estep 
Score: -235424576.000000 Penalty: 111504.664062
Splitting cluster 9 changes total score from -235424560.000000 to -235424576.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 10 (17147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Entering Unmasked Estep 
Score: -1938395.500000 Penalty: 2417.895508
	Iteration 0F: 2 clusters Score -1938396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1926212.125000 Penalty: 4835.791016
	Iteration 0F: 3 clusters Score -1926212 nChanged 7457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1930804.125000 Penalty: 4835.791016
	Iteration 1F: 3 clusters Score -1930804 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1931981.875000 Penalty: 4835.791016
	Iteration 2F: 3 clusters Score -1931982 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1933360.625000 Penalty: 4835.791016
	Iteration 3F: 3 clusters Score -1933361 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1934967.625000 Penalty: 4835.791016
	Iteration 4F: 3 clusters Score -1934968 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1936596.500000 Penalty: 4835.791016
	Iteration 5F: 3 clusters Score -1936596 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1937788.500000 Penalty: 4835.791016
	Iteration 6F: 3 clusters Score -1937788 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1938658.000000 Penalty: 4835.791016
	Iteration 7F: 3 clusters Score -1938658 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1939160.625000 Penalty: 4835.791016
	Iteration 8Q: 3 clusters Score -1939161 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1939397.875000 Penalty: 4835.791016
	Iteration 9Q: 3 clusters Score -1939398 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1939546.625000 Penalty: 4835.791016
	Iteration 10Q: 3 clusters Score -1939547 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1939650.125000 Penalty: 4835.791016
	Iteration 11Q: 3 clusters Score -1939650 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1939759.125000 Penalty: 4835.791016
	Iteration 12Q: 3 clusters Score -1939759 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1939860.875000 Penalty: 4835.791016
	Iteration 13Q: 3 clusters Score -1939861 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1939952.625000 Penalty: 4835.791016
	Iteration 14Q: 3 clusters Score -1939953 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1940031.000000 Penalty: 4835.791016
	Iteration 15Q: 3 clusters Score -1940031 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1940090.875000 Penalty: 4835.791016
	Iteration 16Q: 3 clusters Score -1940091 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1940129.125000 Penalty: 4835.791016
	Iteration 17Q: 3 clusters Score -1940129 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1940186.750000 Penalty: 4835.791016
	Iteration 18Q: 3 clusters Score -1940187 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1940217.500000 Penalty: 4835.791016
	Iteration 19Q: 3 clusters Score -1940218 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1940255.750000 Penalty: 4835.791016
	Iteration 20F: 3 clusters Score -1940256 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1940301.875000 Penalty: 4835.791016
	Iteration 21Q: 3 clusters Score -1940302 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1940351.750000 Penalty: 4835.791016
	Iteration 22Q: 3 clusters Score -1940352 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1940387.375000 Penalty: 4835.791016
	Iteration 23Q: 3 clusters Score -1940387 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1940435.750000 Penalty: 4835.791016
	Iteration 24Q: 3 clusters Score -1940436 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1940466.375000 Penalty: 4835.791016
	Iteration 25Q: 3 clusters Score -1940466 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1940512.000000 Penalty: 4835.791016
	Iteration 26Q: 3 clusters Score -1940512 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1940548.125000 Penalty: 4835.791016
	Iteration 27Q: 3 clusters Score -1940548 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1940579.500000 Penalty: 4835.791016
	Iteration 28Q: 3 clusters Score -1940580 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1940594.250000 Penalty: 4835.791016
	Iteration 29Q: 3 clusters Score -1940594 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1940612.125000 Penalty: 4835.791016
	Iteration 30Q: 3 clusters Score -1940612 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1940623.750000 Penalty: 4835.791016
	Iteration 31Q: 3 clusters Score -1940624 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1940640.125000 Penalty: 4835.791016
	Iteration 32Q: 3 clusters Score -1940640 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1940651.625000 Penalty: 4835.791016
	Iteration 33Q: 3 clusters Score -1940652 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1940654.250000 Penalty: 4835.791016
	Iteration 34Q: 3 clusters Score -1940654 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1940666.875000 Penalty: 4835.791016
	Iteration 35Q: 3 clusters Score -1940667 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1940678.875000 Penalty: 4835.791016
	Iteration 36Q: 3 clusters Score -1940679 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1940686.375000 Penalty: 4835.791016
	Iteration 37Q: 3 clusters Score -1940686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1940686.250000 Penalty: 4835.791016
	Iteration 38Q: 3 clusters Score -1940686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1940689.625000 Penalty: 4835.791016
	Iteration 39Q: 3 clusters Score -1940690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1940687.500000 Penalty: 4835.791016
	Iteration 40F: 3 clusters Score -1940688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1940689.125000 Penalty: 4835.791016
	Iteration 41Q: 3 clusters Score -1940689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1940691.125000 Penalty: 4835.791016
	Iteration 42Q: 3 clusters Score -1940691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1940689.375000 Penalty: 4835.791016
	Iteration 43Q: 3 clusters Score -1940689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1940694.875000 Penalty: 4835.791016
	Iteration 44Q: 3 clusters Score -1940695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1940695.500000 Penalty: 4835.791016
	Iteration 45Q: 3 clusters Score -1940696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1940695.000000 Penalty: 4835.791016
	Iteration 46Q: 3 clusters Score -1940695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1940697.375000 Penalty: 4835.791016
	Iteration 47Q: 3 clusters Score -1940697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1940696.000000 Penalty: 4835.791016
	Iteration 48Q: 3 clusters Score -1940696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1940695.250000 Penalty: 4835.791016
	Iteration 49Q: 3 clusters Score -1940695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1940696.875000 Penalty: 4835.791016
	Iteration 50Q: 3 clusters Score -1940697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1940696.875000 Penalty: 4835.791016
	Iteration 51F: 3 clusters Score -1940697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 8352 members 
Mstep: Class 3 contains 17706 members 
Mstep: Class 4 contains 196770 members 
Mstep: Class 5 contains 263713 members 
Mstep: Class 6 contains 9025 members 
Mstep: Class 7 contains 287480 members 
Mstep: Class 8 contains 14529 members 
Mstep: Class 9 contains 16946 members 
Mstep: Class 10 contains 13600 members 
Mstep: Class 11 contains 8887 members 
Mstep: Class 12 contains 15236 members 
Mstep: Class 13 contains 1367 members 
Mstep: Class 14 contains 2746 members 
Mstep: Class 15 contains 248832 members 
Mstep: Class 16 contains 180849 members 
Mstep: Class 17 contains 87126 members 
Mstep: Class 18 contains 89601 members 
Mstep: Class 19 contains 29034 members 
Mstep: Class 20 contains 234307 members 
Mstep: Class 21 contains 44193 members 
Mstep: Class 22 contains 67919 members 
Mstep: Class 23 contains 25673 members 
Mstep: Class 24 contains 28762 members 
Mstep: Class 25 contains 1413 members 
Mstep: Class 26 contains 12816 members 
Mstep: Class 27 contains 8160 members 
Mstep: Class 28 contains 43228 members 
Mstep: Class 29 contains 12897 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 8827 members 
Mstep: Class 32 contains 3547 members 
Entering Unmasked Estep 
Score: -235424704.000000 Penalty: 115101.585938
Splitting cluster 10 changes total score from -235424560.000000 to -235424704.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 11 (8887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Entering Unmasked Estep 
Score: -968225.562500 Penalty: 2254.901611
	Iteration 0F: 2 clusters Score -968225.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -961346.687500 Penalty: 4509.803223
	Iteration 0F: 3 clusters Score -961346.7 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -963788.375000 Penalty: 4509.803223
	Iteration 1F: 3 clusters Score -963788.4 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -964718.750000 Penalty: 4509.803223
	Iteration 2F: 3 clusters Score -964718.8 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -965568.500000 Penalty: 4509.803223
	Iteration 3F: 3 clusters Score -965568.5 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -966263.625000 Penalty: 4509.803223
	Iteration 4F: 3 clusters Score -966263.6 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -966749.500000 Penalty: 4509.803223
	Iteration 5F: 3 clusters Score -966749.5 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -967082.750000 Penalty: 4509.803223
	Iteration 6Q: 3 clusters Score -967082.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -967270.000000 Penalty: 4509.803223
	Iteration 7Q: 3 clusters Score -967270 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -967389.937500 Penalty: 4509.803223
	Iteration 8Q: 3 clusters Score -967389.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -967459.875000 Penalty: 4509.803223
	Iteration 9Q: 3 clusters Score -967459.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -967498.062500 Penalty: 4509.803223
	Iteration 10Q: 3 clusters Score -967498.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -967523.312500 Penalty: 4509.803223
	Iteration 11Q: 3 clusters Score -967523.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -967539.000000 Penalty: 4509.803223
	Iteration 12Q: 3 clusters Score -967539 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -967555.125000 Penalty: 4509.803223
	Iteration 13Q: 3 clusters Score -967555.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -967566.250000 Penalty: 4509.803223
	Iteration 14Q: 3 clusters Score -967566.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -967571.062500 Penalty: 4509.803223
	Iteration 15Q: 3 clusters Score -967571.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -967577.187500 Penalty: 4509.803223
	Iteration 16Q: 3 clusters Score -967577.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -967578.437500 Penalty: 4509.803223
	Iteration 17Q: 3 clusters Score -967578.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -967581.375000 Penalty: 4509.803223
	Iteration 18Q: 3 clusters Score -967581.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -967582.687500 Penalty: 4509.803223
	Iteration 19Q: 3 clusters Score -967582.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -967585.375000 Penalty: 4509.803223
	Iteration 20F: 3 clusters Score -967585.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -967587.937500 Penalty: 4509.803223
	Iteration 21Q: 3 clusters Score -967587.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -967588.687500 Penalty: 4509.803223
	Iteration 22Q: 3 clusters Score -967588.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -967587.750000 Penalty: 4509.803223
	Iteration 23Q: 3 clusters Score -967587.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -967588.625000 Penalty: 4509.803223
	Iteration 24Q: 3 clusters Score -967588.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -967587.625000 Penalty: 4509.803223
	Iteration 25Q: 3 clusters Score -967587.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -967587.625000 Penalty: 4509.803223
	Iteration 26F: 3 clusters Score -967587.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Entering Unmasked Estep 
Score: -1837324.500000 Penalty: 2388.591309
	Iteration 0F: 2 clusters Score -1837324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1826298.875000 Penalty: 4777.182617
	Iteration 0F: 3 clusters Score -1826299 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1829820.750000 Penalty: 4777.182617
	Iteration 1F: 3 clusters Score -1829821 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1830182.500000 Penalty: 4777.182617
	Iteration 2F: 3 clusters Score -1830182 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1830495.000000 Penalty: 4777.182617
	Iteration 3F: 3 clusters Score -1830495 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1830788.875000 Penalty: 4777.182617
	Iteration 4Q: 3 clusters Score -1830789 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1831126.000000 Penalty: 4777.182617
	Iteration 5Q: 3 clusters Score -1831126 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1831519.375000 Penalty: 4777.182617
	Iteration 6Q: 3 clusters Score -1831519 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1831944.000000 Penalty: 4777.182617
	Iteration 7F: 3 clusters Score -1831944 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1832378.625000 Penalty: 4777.182617
	Iteration 8F: 3 clusters Score -1832379 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1832811.750000 Penalty: 4777.182617
	Iteration 9Q: 3 clusters Score -1832812 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1833236.375000 Penalty: 4777.182617
	Iteration 10Q: 3 clusters Score -1833236 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1833655.375000 Penalty: 4777.182617
	Iteration 11Q: 3 clusters Score -1833655 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1833999.250000 Penalty: 4777.182617
	Iteration 12Q: 3 clusters Score -1833999 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1834275.250000 Penalty: 4777.182617
	Iteration 13Q: 3 clusters Score -1834275 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1834503.875000 Penalty: 4777.182617
	Iteration 14Q: 3 clusters Score -1834504 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1834669.125000 Penalty: 4777.182617
	Iteration 15Q: 3 clusters Score -1834669 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1834782.500000 Penalty: 4777.182617
	Iteration 16Q: 3 clusters Score -1834782 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1834890.375000 Penalty: 4777.182617
	Iteration 17Q: 3 clusters Score -1834890 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1834961.250000 Penalty: 4777.182617
	Iteration 18Q: 3 clusters Score -1834961 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1835017.250000 Penalty: 4777.182617
	Iteration 19Q: 3 clusters Score -1835017 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1835061.500000 Penalty: 4777.182617
	Iteration 20F: 3 clusters Score -1835062 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1835112.500000 Penalty: 4777.182617
	Iteration 21Q: 3 clusters Score -1835112 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1835162.500000 Penalty: 4777.182617
	Iteration 22Q: 3 clusters Score -1835162 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1835199.125000 Penalty: 4777.182617
	Iteration 23Q: 3 clusters Score -1835199 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1835236.250000 Penalty: 4777.182617
	Iteration 24Q: 3 clusters Score -1835236 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1835253.750000 Penalty: 4777.182617
	Iteration 25Q: 3 clusters Score -1835254 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1835278.375000 Penalty: 4777.182617
	Iteration 26Q: 3 clusters Score -1835278 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1835296.875000 Penalty: 4777.182617
	Iteration 27Q: 3 clusters Score -1835297 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1835314.000000 Penalty: 4777.182617
	Iteration 28Q: 3 clusters Score -1835314 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1835336.875000 Penalty: 4777.182617
	Iteration 29Q: 3 clusters Score -1835337 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1835349.000000 Penalty: 4777.182617
	Iteration 30Q: 3 clusters Score -1835349 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1835364.625000 Penalty: 4777.182617
	Iteration 31Q: 3 clusters Score -1835365 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1835376.625000 Penalty: 4777.182617
	Iteration 32Q: 3 clusters Score -1835377 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1835388.250000 Penalty: 4777.182617
	Iteration 33Q: 3 clusters Score -1835388 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1835397.250000 Penalty: 4777.182617
	Iteration 34Q: 3 clusters Score -1835397 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1835403.250000 Penalty: 4777.182617
	Iteration 35Q: 3 clusters Score -1835403 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1835409.625000 Penalty: 4777.182617
	Iteration 36Q: 3 clusters Score -1835410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1835415.250000 Penalty: 4777.182617
	Iteration 37Q: 3 clusters Score -1835415 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1835424.375000 Penalty: 4777.182617
	Iteration 38Q: 3 clusters Score -1835424 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1835427.875000 Penalty: 4777.182617
	Iteration 39Q: 3 clusters Score -1835428 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1835430.875000 Penalty: 4777.182617
	Iteration 40F: 3 clusters Score -1835431 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1835442.125000 Penalty: 4777.182617
	Iteration 41Q: 3 clusters Score -1835442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1835438.500000 Penalty: 4777.182617
	Iteration 42Q: 3 clusters Score -1835438 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1835447.125000 Penalty: 4777.182617
	Iteration 43Q: 3 clusters Score -1835447 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1835446.250000 Penalty: 4777.182617
	Iteration 44Q: 3 clusters Score -1835446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1835447.125000 Penalty: 4777.182617
	Iteration 45Q: 3 clusters Score -1835447 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1835452.250000 Penalty: 4777.182617
	Iteration 46Q: 3 clusters Score -1835452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1835453.500000 Penalty: 4777.182617
	Iteration 47Q: 3 clusters Score -1835454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1835455.625000 Penalty: 4777.182617
	Iteration 48Q: 3 clusters Score -1835456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1835462.250000 Penalty: 4777.182617
	Iteration 49Q: 3 clusters Score -1835462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1835469.875000 Penalty: 4777.182617
	Iteration 50Q: 3 clusters Score -1835470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1835477.750000 Penalty: 4777.182617
	Iteration 51Q: 3 clusters Score -1835478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1835481.000000 Penalty: 4777.182617
	Iteration 52Q: 3 clusters Score -1835481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1835479.000000 Penalty: 4777.182617
	Iteration 53Q: 3 clusters Score -1835479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1835482.125000 Penalty: 4777.182617
	Iteration 54Q: 3 clusters Score -1835482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1835484.125000 Penalty: 4777.182617
	Iteration 55Q: 3 clusters Score -1835484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1835483.500000 Penalty: 4777.182617
	Iteration 56Q: 3 clusters Score -1835484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1835484.375000 Penalty: 4777.182617
	Iteration 57Q: 3 clusters Score -1835484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1835485.500000 Penalty: 4777.182617
	Iteration 58Q: 3 clusters Score -1835486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1835486.875000 Penalty: 4777.182617
	Iteration 59Q: 3 clusters Score -1835487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1835486.250000 Penalty: 4777.182617
	Iteration 60F: 3 clusters Score -1835486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1835486.750000 Penalty: 4777.182617
	Iteration 61Q: 3 clusters Score -1835487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1835488.625000 Penalty: 4777.182617
	Iteration 62Q: 3 clusters Score -1835489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1835488.250000 Penalty: 4777.182617
	Iteration 63Q: 3 clusters Score -1835488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1835493.500000 Penalty: 4777.182617
	Iteration 64Q: 3 clusters Score -1835494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1835496.500000 Penalty: 4777.182617
	Iteration 65Q: 3 clusters Score -1835496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1835497.500000 Penalty: 4777.182617
	Iteration 66Q: 3 clusters Score -1835498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1835498.625000 Penalty: 4777.182617
	Iteration 67Q: 3 clusters Score -1835499 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1835502.875000 Penalty: 4777.182617
	Iteration 68Q: 3 clusters Score -1835503 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1835508.000000 Penalty: 4777.182617
	Iteration 69Q: 3 clusters Score -1835508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1835507.000000 Penalty: 4777.182617
	Iteration 70Q: 3 clusters Score -1835507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1835506.500000 Penalty: 4777.182617
	Iteration 71Q: 3 clusters Score -1835506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1835512.000000 Penalty: 4777.182617
	Iteration 72Q: 3 clusters Score -1835512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1835513.750000 Penalty: 4777.182617
	Iteration 73Q: 3 clusters Score -1835514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1835515.125000 Penalty: 4777.182617
	Iteration 74Q: 3 clusters Score -1835515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1835514.625000 Penalty: 4777.182617
	Iteration 75Q: 3 clusters Score -1835515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1835522.375000 Penalty: 4777.182617
	Iteration 76Q: 3 clusters Score -1835522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1835526.375000 Penalty: 4777.182617
	Iteration 77Q: 3 clusters Score -1835526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1835529.625000 Penalty: 4777.182617
	Iteration 78Q: 3 clusters Score -1835530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1835538.625000 Penalty: 4777.182617
	Iteration 79Q: 3 clusters Score -1835539 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1835543.625000 Penalty: 4777.182617
	Iteration 80F: 3 clusters Score -1835544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1835545.625000 Penalty: 4777.182617
	Iteration 81Q: 3 clusters Score -1835546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1835546.625000 Penalty: 4777.182617
	Iteration 82Q: 3 clusters Score -1835547 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1835551.125000 Penalty: 4777.182617
	Iteration 83Q: 3 clusters Score -1835551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1835549.875000 Penalty: 4777.182617
	Iteration 84Q: 3 clusters Score -1835550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1835551.750000 Penalty: 4777.182617
	Iteration 85Q: 3 clusters Score -1835552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1835556.000000 Penalty: 4777.182617
	Iteration 86Q: 3 clusters Score -1835556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1835558.625000 Penalty: 4777.182617
	Iteration 87Q: 3 clusters Score -1835559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1835558.625000 Penalty: 4777.182617
	Iteration 88F: 3 clusters Score -1835559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Entering Unmasked Estep 
Score: -136134.781250 Penalty: 1790.652710
	Iteration 0F: 2 clusters Score -136134.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -134147.546875 Penalty: 3581.305420
	Iteration 0F: 3 clusters Score -134147.5 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -135344.328125 Penalty: 3581.305420
	Iteration 1F: 3 clusters Score -135344.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -136222.359375 Penalty: 3581.305420
	Iteration 2F: 3 clusters Score -136222.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -136828.437500 Penalty: 3581.305420
	Iteration 3F: 3 clusters Score -136828.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -137074.125000 Penalty: 3581.305420
	Iteration 4F: 3 clusters Score -137074.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -137153.531250 Penalty: 3581.305420
	Iteration 5Q: 3 clusters Score -137153.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -137175.718750 Penalty: 3581.305420
	Iteration 6Q: 3 clusters Score -137175.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -137190.687500 Penalty: 3581.305420
	Iteration 7Q: 3 clusters Score -137190.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -137199.250000 Penalty: 3581.305420
	Iteration 8Q: 3 clusters Score -137199.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -137203.328125 Penalty: 3581.305420
	Iteration 9Q: 3 clusters Score -137203.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -137207.312500 Penalty: 3581.305420
	Iteration 10Q: 3 clusters Score -137207.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -137208.140625 Penalty: 3581.305420
	Iteration 11Q: 3 clusters Score -137208.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -137208.140625 Penalty: 3581.305420
	Iteration 12F: 3 clusters Score -137208.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 8352 members 
Mstep: Class 3 contains 17706 members 
Mstep: Class 4 contains 196770 members 
Mstep: Class 5 contains 263713 members 
Mstep: Class 6 contains 9025 members 
Mstep: Class 7 contains 287480 members 
Mstep: Class 8 contains 14529 members 
Mstep: Class 9 contains 16946 members 
Mstep: Class 10 contains 13600 members 
Mstep: Class 11 contains 8887 members 
Mstep: Class 12 contains 15236 members 
Mstep: Class 13 contains 995 members 
Mstep: Class 14 contains 2746 members 
Mstep: Class 15 contains 248832 members 
Mstep: Class 16 contains 180849 members 
Mstep: Class 17 contains 87126 members 
Mstep: Class 18 contains 89601 members 
Mstep: Class 19 contains 29034 members 
Mstep: Class 20 contains 234307 members 
Mstep: Class 21 contains 44193 members 
Mstep: Class 22 contains 67919 members 
Mstep: Class 23 contains 25673 members 
Mstep: Class 24 contains 28762 members 
Mstep: Class 25 contains 1413 members 
Mstep: Class 26 contains 12816 members 
Mstep: Class 27 contains 8160 members 
Mstep: Class 28 contains 43228 members 
Mstep: Class 29 contains 12897 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 8827 members 
Mstep: Class 32 contains 3547 members 
Mstep: Class 33 contains 372 members 
Entering Unmasked Estep 
Score: -235423056.000000 Penalty: 118698.507812
Splitting cluster 13 changes total score from -235424560.000000 to -235423056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (2746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Entering Unmasked Estep 
Score: -309655.187500 Penalty: 1963.639282
	Iteration 0F: 2 clusters Score -309655.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -306584.125000 Penalty: 3927.278564
	Iteration 0F: 3 clusters Score -306584.1 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -307267.312500 Penalty: 3927.278564
	Iteration 1F: 3 clusters Score -307267.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -307462.281250 Penalty: 3927.278564
	Iteration 2F: 3 clusters Score -307462.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -307632.375000 Penalty: 3927.278564
	Iteration 3F: 3 clusters Score -307632.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -307813.125000 Penalty: 3927.278564
	Iteration 4F: 3 clusters Score -307813.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -308042.656250 Penalty: 3927.278564
	Iteration 5Q: 3 clusters Score -308042.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -308317.875000 Penalty: 3927.278564
	Iteration 6F: 3 clusters Score -308317.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -308547.531250 Penalty: 3927.278564
	Iteration 7F: 3 clusters Score -308547.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -308737.218750 Penalty: 3927.278564
	Iteration 8Q: 3 clusters Score -308737.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -308885.875000 Penalty: 3927.278564
	Iteration 9Q: 3 clusters Score -308885.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -308990.468750 Penalty: 3927.278564
	Iteration 10Q: 3 clusters Score -308990.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -309045.125000 Penalty: 3927.278564
	Iteration 11Q: 3 clusters Score -309045.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -309082.187500 Penalty: 3927.278564
	Iteration 12Q: 3 clusters Score -309082.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -309114.562500 Penalty: 3927.278564
	Iteration 13Q: 3 clusters Score -309114.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -309139.781250 Penalty: 3927.278564
	Iteration 14Q: 3 clusters Score -309139.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -309148.062500 Penalty: 3927.278564
	Iteration 15Q: 3 clusters Score -309148.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -309150.343750 Penalty: 3927.278564
	Iteration 16Q: 3 clusters Score -309150.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -309152.562500 Penalty: 3927.278564
	Iteration 17Q: 3 clusters Score -309152.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -309154.875000 Penalty: 3927.278564
	Iteration 18Q: 3 clusters Score -309154.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -309156.281250 Penalty: 3927.278564
	Iteration 19Q: 3 clusters Score -309156.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -309157.406250 Penalty: 3927.278564
	Iteration 20F: 3 clusters Score -309157.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -309157.343750 Penalty: 3927.278564
	Iteration 21Q: 3 clusters Score -309157.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -309157.343750 Penalty: 3927.278564
	Iteration 22F: 3 clusters Score -309157.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (248832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248832 members 
Entering Unmasked Estep 
Score: -30130288.000000 Penalty: 3081.284180
	Iteration 0F: 2 clusters Score -3.013029e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124317 members 
Mstep: Class 2 contains 124515 members 
Entering Unmasked Estep 
Score: -29965370.000000 Penalty: 6162.568359
	Iteration 0F: 3 clusters Score -2.996537e+07 nChanged 119932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119235 members 
Mstep: Class 2 contains 129597 members 
Entering Unmasked Estep 
Score: -30037500.000000 Penalty: 6162.568359
	Iteration 1F: 3 clusters Score -3.00375e+07 nChanged 8713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115168 members 
Mstep: Class 2 contains 133664 members 
Entering Unmasked Estep 
Score: -30040122.000000 Penalty: 6162.568359
	Iteration 2Q: 3 clusters Score -3.004012e+07 nChanged 10500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108958 members 
Mstep: Class 2 contains 139874 members 
Entering Unmasked Estep 
Score: -30043770.000000 Penalty: 6162.568359
	Iteration 3Q: 3 clusters Score -3.004377e+07 nChanged 12874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99914 members 
Mstep: Class 2 contains 148918 members 
Entering Unmasked Estep 
Score: -30049534.000000 Penalty: 6162.568359
	Iteration 4F: 3 clusters Score -3.004953e+07 nChanged 15336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87896 members 
Mstep: Class 2 contains 160936 members 
Entering Unmasked Estep 
Score: -30058132.000000 Penalty: 6162.568359
	Iteration 5F: 3 clusters Score -3.005813e+07 nChanged 17262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73216 members 
Mstep: Class 2 contains 175616 members 
Entering Unmasked Estep 
Score: -30069036.000000 Penalty: 6162.568359
	Iteration 6F: 3 clusters Score -3.006904e+07 nChanged 17816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56856 members 
Mstep: Class 2 contains 191976 members 
Entering Unmasked Estep 
Score: -30081454.000000 Penalty: 6162.568359
	Iteration 7F: 3 clusters Score -3.008145e+07 nChanged 16944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40506 members 
Mstep: Class 2 contains 208326 members 
Entering Unmasked Estep 
Score: -30094046.000000 Penalty: 6162.568359
	Iteration 8F: 3 clusters Score -3.009405e+07 nChanged 14619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 222811 members 
Entering Unmasked Estep 
Score: -30106164.000000 Penalty: 6162.568359
	Iteration 9F: 3 clusters Score -3.010616e+07 nChanged 11201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 233988 members 
Entering Unmasked Estep 
Score: -30115476.000000 Penalty: 6162.568359
	Iteration 10Q: 3 clusters Score -3.011548e+07 nChanged 7227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 241215 members 
Entering Unmasked Estep 
Score: -30121604.000000 Penalty: 6162.568359
	Iteration 11Q: 3 clusters Score -3.01216e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 245163 members 
Entering Unmasked Estep 
Score: -30124784.000000 Penalty: 6162.568359
	Iteration 12Q: 3 clusters Score -3.012478e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 246983 members 
Entering Unmasked Estep 
Score: -30126344.000000 Penalty: 6162.568359
	Iteration 13Q: 3 clusters Score -3.012634e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 247737 members 
Entering Unmasked Estep 
Score: -30126852.000000 Penalty: 6162.568359
	Iteration 14Q: 3 clusters Score -3.012685e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 248033 members 
Entering Unmasked Estep 
Score: -30127160.000000 Penalty: 6162.568359
	Iteration 15Q: 3 clusters Score -3.012716e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 248161 members 
Entering Unmasked Estep 
Score: -30127370.000000 Penalty: 6162.568359
	Iteration 16Q: 3 clusters Score -3.012737e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 248240 members 
Entering Unmasked Estep 
Score: -30127450.000000 Penalty: 6162.568359
	Iteration 17Q: 3 clusters Score -3.012745e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 248283 members 
Entering Unmasked Estep 
Score: -30127524.000000 Penalty: 6162.568359
	Iteration 18Q: 3 clusters Score -3.012752e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 248300 members 
Entering Unmasked Estep 
Score: -30127548.000000 Penalty: 6162.568359
	Iteration 19Q: 3 clusters Score -3.012755e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 248320 members 
Entering Unmasked Estep 
Score: -30127592.000000 Penalty: 6162.568359
	Iteration 20F: 3 clusters Score -3.012759e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 248334 members 
Entering Unmasked Estep 
Score: -30127598.000000 Penalty: 6162.568359
	Iteration 21Q: 3 clusters Score -3.01276e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 248340 members 
Entering Unmasked Estep 
Score: -30127606.000000 Penalty: 6162.568359
	Iteration 22Q: 3 clusters Score -3.012761e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 248343 members 
Entering Unmasked Estep 
Score: -30127612.000000 Penalty: 6162.568359
	Iteration 23Q: 3 clusters Score -3.012761e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 248344 members 
Entering Unmasked Estep 
Score: -30127612.000000 Penalty: 6162.568359
	Iteration 24Q: 3 clusters Score -3.012761e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 248345 members 
Entering Unmasked Estep 
Score: -30127606.000000 Penalty: 6162.568359
	Iteration 25Q: 3 clusters Score -3.012761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 248347 members 
Entering Unmasked Estep 
Score: -30127622.000000 Penalty: 6162.568359
	Iteration 26Q: 3 clusters Score -3.012762e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 248350 members 
Entering Unmasked Estep 
Score: -30127628.000000 Penalty: 6162.568359
	Iteration 27Q: 3 clusters Score -3.012763e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 248350 members 
Entering Unmasked Estep 
Score: -30127628.000000 Penalty: 6162.568359
	Iteration 28F: 3 clusters Score -3.012763e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (180849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180849 members 
Entering Unmasked Estep 
Score: -21592922.000000 Penalty: 3002.143555
	Iteration 0F: 2 clusters Score -2.159292e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90628 members 
Mstep: Class 2 contains 90221 members 
Entering Unmasked Estep 
Score: -21471398.000000 Penalty: 6004.287109
	Iteration 0F: 3 clusters Score -2.14714e+07 nChanged 87051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95343 members 
Mstep: Class 2 contains 85506 members 
Entering Unmasked Estep 
Score: -21522846.000000 Penalty: 6004.287109
	Iteration 1F: 3 clusters Score -2.152285e+07 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97967 members 
Mstep: Class 2 contains 82882 members 
Entering Unmasked Estep 
Score: -21524508.000000 Penalty: 6004.287109
	Iteration 2Q: 3 clusters Score -2.152451e+07 nChanged 6691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101772 members 
Mstep: Class 2 contains 79077 members 
Entering Unmasked Estep 
Score: -21526892.000000 Penalty: 6004.287109
	Iteration 3Q: 3 clusters Score -2.152689e+07 nChanged 7761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107311 members 
Mstep: Class 2 contains 73538 members 
Entering Unmasked Estep 
Score: -21530208.000000 Penalty: 6004.287109
	Iteration 4Q: 3 clusters Score -2.153021e+07 nChanged 9586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115157 members 
Mstep: Class 2 contains 65692 members 
Entering Unmasked Estep 
Score: -21535584.000000 Penalty: 6004.287109
	Iteration 5F: 3 clusters Score -2.153558e+07 nChanged 11346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125169 members 
Mstep: Class 2 contains 55680 members 
Entering Unmasked Estep 
Score: -21543274.000000 Penalty: 6004.287109
	Iteration 6F: 3 clusters Score -2.154327e+07 nChanged 12749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137082 members 
Mstep: Class 2 contains 43767 members 
Entering Unmasked Estep 
Score: -21553546.000000 Penalty: 6004.287109
	Iteration 7F: 3 clusters Score -2.155355e+07 nChanged 12879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149579 members 
Mstep: Class 2 contains 31270 members 
Entering Unmasked Estep 
Score: -21564796.000000 Penalty: 6004.287109
	Iteration 8F: 3 clusters Score -2.15648e+07 nChanged 11046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160465 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -21574370.000000 Penalty: 6004.287109
	Iteration 9F: 3 clusters Score -2.157437e+07 nChanged 8010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168427 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -21581440.000000 Penalty: 6004.287109
	Iteration 10Q: 3 clusters Score -2.158144e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173416 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -21585700.000000 Penalty: 6004.287109
	Iteration 11Q: 3 clusters Score -2.15857e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176231 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -21587836.000000 Penalty: 6004.287109
	Iteration 12Q: 3 clusters Score -2.158784e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177798 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -21588920.000000 Penalty: 6004.287109
	Iteration 13Q: 3 clusters Score -2.158892e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178644 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -21589462.000000 Penalty: 6004.287109
	Iteration 14Q: 3 clusters Score -2.158946e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179092 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -21589756.000000 Penalty: 6004.287109
	Iteration 15Q: 3 clusters Score -2.158976e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179400 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -21589962.000000 Penalty: 6004.287109
	Iteration 16Q: 3 clusters Score -2.158996e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179589 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -21590092.000000 Penalty: 6004.287109
	Iteration 17Q: 3 clusters Score -2.159009e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179714 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -21590198.000000 Penalty: 6004.287109
	Iteration 18Q: 3 clusters Score -2.15902e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179802 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -21590268.000000 Penalty: 6004.287109
	Iteration 19Q: 3 clusters Score -2.159027e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179859 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -21590306.000000 Penalty: 6004.287109
	Iteration 20F: 3 clusters Score -2.159031e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179899 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -21590346.000000 Penalty: 6004.287109
	Iteration 21Q: 3 clusters Score -2.159035e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179935 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -21590360.000000 Penalty: 6004.287109
	Iteration 22Q: 3 clusters Score -2.159036e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179957 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -21590394.000000 Penalty: 6004.287109
	Iteration 23Q: 3 clusters Score -2.159039e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179972 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -21590380.000000 Penalty: 6004.287109
	Iteration 24Q: 3 clusters Score -2.159038e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179987 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -21590384.000000 Penalty: 6004.287109
	Iteration 25Q: 3 clusters Score -2.159038e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180002 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -21590406.000000 Penalty: 6004.287109
	Iteration 26Q: 3 clusters Score -2.159041e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180009 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -21590422.000000 Penalty: 6004.287109
	Iteration 27Q: 3 clusters Score -2.159042e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180014 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -21590418.000000 Penalty: 6004.287109
	Iteration 28Q: 3 clusters Score -2.159042e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180024 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -21590410.000000 Penalty: 6004.287109
	Iteration 29Q: 3 clusters Score -2.159041e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180030 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -21590390.000000 Penalty: 6004.287109
	Iteration 30Q: 3 clusters Score -2.159039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180032 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -21590394.000000 Penalty: 6004.287109
	Iteration 31Q: 3 clusters Score -2.159039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180036 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -21590396.000000 Penalty: 6004.287109
	Iteration 32Q: 3 clusters Score -2.15904e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180042 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -21590400.000000 Penalty: 6004.287109
	Iteration 33Q: 3 clusters Score -2.15904e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180045 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -21590420.000000 Penalty: 6004.287109
	Iteration 34Q: 3 clusters Score -2.159042e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180054 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -21590410.000000 Penalty: 6004.287109
	Iteration 35Q: 3 clusters Score -2.159041e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180070 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -21590428.000000 Penalty: 6004.287109
	Iteration 36Q: 3 clusters Score -2.159043e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180080 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -21590422.000000 Penalty: 6004.287109
	Iteration 37Q: 3 clusters Score -2.159042e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180086 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -21590422.000000 Penalty: 6004.287109
	Iteration 38Q: 3 clusters Score -2.159042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180089 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -21590438.000000 Penalty: 6004.287109
	Iteration 39Q: 3 clusters Score -2.159044e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180090 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -21590438.000000 Penalty: 6004.287109
	Iteration 40F: 3 clusters Score -2.159044e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (87126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87126 members 
Entering Unmasked Estep 
Score: -10623057.000000 Penalty: 2821.027344
	Iteration 0F: 2 clusters Score -1.062306e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43259 members 
Mstep: Class 2 contains 43867 members 
Entering Unmasked Estep 
Score: -10564921.000000 Penalty: 5642.054688
	Iteration 0F: 3 clusters Score -1.056492e+07 nChanged 40834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39855 members 
Mstep: Class 2 contains 47271 members 
Entering Unmasked Estep 
Score: -10588338.000000 Penalty: 5642.054688
	Iteration 1F: 3 clusters Score -1.058834e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37381 members 
Mstep: Class 2 contains 49745 members 
Entering Unmasked Estep 
Score: -10589659.000000 Penalty: 5642.054688
	Iteration 2Q: 3 clusters Score -1.058966e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33582 members 
Mstep: Class 2 contains 53544 members 
Entering Unmasked Estep 
Score: -10592118.000000 Penalty: 5642.054688
	Iteration 3F: 3 clusters Score -1.059212e+07 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 59003 members 
Entering Unmasked Estep 
Score: -10596418.000000 Penalty: 5642.054688
	Iteration 4F: 3 clusters Score -1.059642e+07 nChanged 7408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 65733 members 
Entering Unmasked Estep 
Score: -10602792.000000 Penalty: 5642.054688
	Iteration 5F: 3 clusters Score -1.060279e+07 nChanged 7209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 72270 members 
Entering Unmasked Estep 
Score: -10609633.000000 Penalty: 5642.054688
	Iteration 6F: 3 clusters Score -1.060963e+07 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 77116 members 
Entering Unmasked Estep 
Score: -10614935.000000 Penalty: 5642.054688
	Iteration 7F: 3 clusters Score -1.061494e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 79823 members 
Entering Unmasked Estep 
Score: -10617922.000000 Penalty: 5642.054688
	Iteration 8Q: 3 clusters Score -1.061792e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 81146 members 
Entering Unmasked Estep 
Score: -10619363.000000 Penalty: 5642.054688
	Iteration 9Q: 3 clusters Score -1.061936e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 81863 members 
Entering Unmasked Estep 
Score: -10619949.000000 Penalty: 5642.054688
	Iteration 10Q: 3 clusters Score -1.061995e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 82322 members 
Entering Unmasked Estep 
Score: -10620212.000000 Penalty: 5642.054688
	Iteration 11Q: 3 clusters Score -1.062021e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 82675 members 
Entering Unmasked Estep 
Score: -10620373.000000 Penalty: 5642.054688
	Iteration 12Q: 3 clusters Score -1.062037e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 82953 members 
Entering Unmasked Estep 
Score: -10620483.000000 Penalty: 5642.054688
	Iteration 13Q: 3 clusters Score -1.062048e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 83181 members 
Entering Unmasked Estep 
Score: -10620533.000000 Penalty: 5642.054688
	Iteration 14Q: 3 clusters Score -1.062053e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 83392 members 
Entering Unmasked Estep 
Score: -10620618.000000 Penalty: 5642.054688
	Iteration 15Q: 3 clusters Score -1.062062e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 83577 members 
Entering Unmasked Estep 
Score: -10620688.000000 Penalty: 5642.054688
	Iteration 16Q: 3 clusters Score -1.062069e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 83734 members 
Entering Unmasked Estep 
Score: -10620711.000000 Penalty: 5642.054688
	Iteration 17Q: 3 clusters Score -1.062071e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 83867 members 
Entering Unmasked Estep 
Score: -10620752.000000 Penalty: 5642.054688
	Iteration 18Q: 3 clusters Score -1.062075e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 83968 members 
Entering Unmasked Estep 
Score: -10620761.000000 Penalty: 5642.054688
	Iteration 19Q: 3 clusters Score -1.062076e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 84081 members 
Entering Unmasked Estep 
Score: -10620812.000000 Penalty: 5642.054688
	Iteration 20F: 3 clusters Score -1.062081e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 84175 members 
Entering Unmasked Estep 
Score: -10620847.000000 Penalty: 5642.054688
	Iteration 21Q: 3 clusters Score -1.062085e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 84266 members 
Entering Unmasked Estep 
Score: -10620851.000000 Penalty: 5642.054688
	Iteration 22Q: 3 clusters Score -1.062085e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 84345 members 
Entering Unmasked Estep 
Score: -10620887.000000 Penalty: 5642.054688
	Iteration 23Q: 3 clusters Score -1.062089e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 84424 members 
Entering Unmasked Estep 
Score: -10620931.000000 Penalty: 5642.054688
	Iteration 24Q: 3 clusters Score -1.062093e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 84488 members 
Entering Unmasked Estep 
Score: -10620956.000000 Penalty: 5642.054688
	Iteration 25Q: 3 clusters Score -1.062096e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 84537 members 
Entering Unmasked Estep 
Score: -10620962.000000 Penalty: 5642.054688
	Iteration 26Q: 3 clusters Score -1.062096e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 84576 members 
Entering Unmasked Estep 
Score: -10620989.000000 Penalty: 5642.054688
	Iteration 27Q: 3 clusters Score -1.062099e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 84625 members 
Entering Unmasked Estep 
Score: -10621032.000000 Penalty: 5642.054688
	Iteration 28Q: 3 clusters Score -1.062103e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 84667 members 
Entering Unmasked Estep 
Score: -10621037.000000 Penalty: 5642.054688
	Iteration 29Q: 3 clusters Score -1.062104e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 84698 members 
Entering Unmasked Estep 
Score: -10621036.000000 Penalty: 5642.054688
	Iteration 30Q: 3 clusters Score -1.062104e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 84732 members 
Entering Unmasked Estep 
Score: -10621033.000000 Penalty: 5642.054688
	Iteration 31Q: 3 clusters Score -1.062103e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 84758 members 
Entering Unmasked Estep 
Score: -10621058.000000 Penalty: 5642.054688
	Iteration 32Q: 3 clusters Score -1.062106e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 84784 members 
Entering Unmasked Estep 
Score: -10621065.000000 Penalty: 5642.054688
	Iteration 33Q: 3 clusters Score -1.062106e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 84805 members 
Entering Unmasked Estep 
Score: -10621063.000000 Penalty: 5642.054688
	Iteration 34Q: 3 clusters Score -1.062106e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 84826 members 
Entering Unmasked Estep 
Score: -10621057.000000 Penalty: 5642.054688
	Iteration 35Q: 3 clusters Score -1.062106e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 84842 members 
Entering Unmasked Estep 
Score: -10621052.000000 Penalty: 5642.054688
	Iteration 36Q: 3 clusters Score -1.062105e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 84858 members 
Entering Unmasked Estep 
Score: -10621052.000000 Penalty: 5642.054688
	Iteration 37Q: 3 clusters Score -1.062105e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 84871 members 
Entering Unmasked Estep 
Score: -10621067.000000 Penalty: 5642.054688
	Iteration 38Q: 3 clusters Score -1.062107e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 84881 members 
Entering Unmasked Estep 
Score: -10621058.000000 Penalty: 5642.054688
	Iteration 39Q: 3 clusters Score -1.062106e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 84888 members 
Entering Unmasked Estep 
Score: -10621055.000000 Penalty: 5642.054688
	Iteration 40F: 3 clusters Score -1.062106e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 84895 members 
Entering Unmasked Estep 
Score: -10621059.000000 Penalty: 5642.054688
	Iteration 41Q: 3 clusters Score -1.062106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 84899 members 
Entering Unmasked Estep 
Score: -10621061.000000 Penalty: 5642.054688
	Iteration 42Q: 3 clusters Score -1.062106e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 84906 members 
Entering Unmasked Estep 
Score: -10621071.000000 Penalty: 5642.054688
	Iteration 43Q: 3 clusters Score -1.062107e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 84914 members 
Entering Unmasked Estep 
Score: -10621078.000000 Penalty: 5642.054688
	Iteration 44Q: 3 clusters Score -1.062108e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 84924 members 
Entering Unmasked Estep 
Score: -10621083.000000 Penalty: 5642.054688
	Iteration 45Q: 3 clusters Score -1.062108e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 84931 members 
Entering Unmasked Estep 
Score: -10621095.000000 Penalty: 5642.054688
	Iteration 46Q: 3 clusters Score -1.06211e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 84942 members 
Entering Unmasked Estep 
Score: -10621087.000000 Penalty: 5642.054688
	Iteration 47Q: 3 clusters Score -1.062109e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 84950 members 
Entering Unmasked Estep 
Score: -10621083.000000 Penalty: 5642.054688
	Iteration 48Q: 3 clusters Score -1.062108e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 84954 members 
Entering Unmasked Estep 
Score: -10621101.000000 Penalty: 5642.054688
	Iteration 49Q: 3 clusters Score -1.06211e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 84962 members 
Entering Unmasked Estep 
Score: -10621099.000000 Penalty: 5642.054688
	Iteration 50Q: 3 clusters Score -1.06211e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 84970 members 
Entering Unmasked Estep 
Score: -10621100.000000 Penalty: 5642.054688
	Iteration 51Q: 3 clusters Score -1.06211e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 84982 members 
Entering Unmasked Estep 
Score: -10621096.000000 Penalty: 5642.054688
	Iteration 52Q: 3 clusters Score -1.06211e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 84994 members 
Entering Unmasked Estep 
Score: -10621098.000000 Penalty: 5642.054688
	Iteration 53Q: 3 clusters Score -1.06211e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 85001 members 
Entering Unmasked Estep 
Score: -10621086.000000 Penalty: 5642.054688
	Iteration 54Q: 3 clusters Score -1.062109e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 85004 members 
Entering Unmasked Estep 
Score: -10621075.000000 Penalty: 5642.054688
	Iteration 55Q: 3 clusters Score -1.062108e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 85008 members 
Entering Unmasked Estep 
Score: -10621084.000000 Penalty: 5642.054688
	Iteration 56Q: 3 clusters Score -1.062108e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 85019 members 
Entering Unmasked Estep 
Score: -10621087.000000 Penalty: 5642.054688
	Iteration 57Q: 3 clusters Score -1.062109e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 85028 members 
Entering Unmasked Estep 
Score: -10621099.000000 Penalty: 5642.054688
	Iteration 58Q: 3 clusters Score -1.06211e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 85039 members 
Entering Unmasked Estep 
Score: -10621092.000000 Penalty: 5642.054688
	Iteration 59Q: 3 clusters Score -1.062109e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 85050 members 
Entering Unmasked Estep 
Score: -10621100.000000 Penalty: 5642.054688
	Iteration 60F: 3 clusters Score -1.06211e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 85055 members 
Entering Unmasked Estep 
Score: -10621090.000000 Penalty: 5642.054688
	Iteration 61Q: 3 clusters Score -1.062109e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 85061 members 
Entering Unmasked Estep 
Score: -10621091.000000 Penalty: 5642.054688
	Iteration 62Q: 3 clusters Score -1.062109e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 85063 members 
Entering Unmasked Estep 
Score: -10621089.000000 Penalty: 5642.054688
	Iteration 63Q: 3 clusters Score -1.062109e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 85064 members 
Entering Unmasked Estep 
Score: -10621094.000000 Penalty: 5642.054688
	Iteration 64Q: 3 clusters Score -1.062109e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 85065 members 
Entering Unmasked Estep 
Score: -10621091.000000 Penalty: 5642.054688
	Iteration 65Q: 3 clusters Score -1.062109e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 85066 members 
Entering Unmasked Estep 
Score: -10621098.000000 Penalty: 5642.054688
	Iteration 66Q: 3 clusters Score -1.06211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 85068 members 
Entering Unmasked Estep 
Score: -10621095.000000 Penalty: 5642.054688
	Iteration 67Q: 3 clusters Score -1.06211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 85068 members 
Entering Unmasked Estep 
Score: -10621095.000000 Penalty: 5642.054688
	Iteration 68Q: 3 clusters Score -1.06211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 85070 members 
Entering Unmasked Estep 
Score: -10621086.000000 Penalty: 5642.054688
	Iteration 69Q: 3 clusters Score -1.062109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 85070 members 
Entering Unmasked Estep 
Score: -10621083.000000 Penalty: 5642.054688
	Iteration 70Q: 3 clusters Score -1.062108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 85072 members 
Entering Unmasked Estep 
Score: -10621096.000000 Penalty: 5642.054688
	Iteration 71Q: 3 clusters Score -1.06211e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 85071 members 
Entering Unmasked Estep 
Score: -10621086.000000 Penalty: 5642.054688
	Iteration 72Q: 3 clusters Score -1.062109e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 85070 members 
Entering Unmasked Estep 
Score: -10621088.000000 Penalty: 5642.054688
	Iteration 73Q: 3 clusters Score -1.062109e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 85070 members 
Entering Unmasked Estep 
Score: -10621088.000000 Penalty: 5642.054688
	Iteration 74F: 3 clusters Score -1.062109e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (89601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89601 members 
Entering Unmasked Estep 
Score: -10927284.000000 Penalty: 2827.974121
	Iteration 0F: 2 clusters Score -1.092728e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44679 members 
Mstep: Class 2 contains 44922 members 
Entering Unmasked Estep 
Score: -10867015.000000 Penalty: 5655.948242
	Iteration 0F: 3 clusters Score -1.086702e+07 nChanged 42391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42742 members 
Mstep: Class 2 contains 46859 members 
Entering Unmasked Estep 
Score: -10891144.000000 Penalty: 5655.948242
	Iteration 1F: 3 clusters Score -1.089114e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 48304 members 
Entering Unmasked Estep 
Score: -10891992.000000 Penalty: 5655.948242
	Iteration 2Q: 3 clusters Score -1.089199e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39063 members 
Mstep: Class 2 contains 50538 members 
Entering Unmasked Estep 
Score: -10893015.000000 Penalty: 5655.948242
	Iteration 3Q: 3 clusters Score -1.089302e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35751 members 
Mstep: Class 2 contains 53850 members 
Entering Unmasked Estep 
Score: -10894529.000000 Penalty: 5655.948242
	Iteration 4Q: 3 clusters Score -1.089453e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 58799 members 
Entering Unmasked Estep 
Score: -10897481.000000 Penalty: 5655.948242
	Iteration 5F: 3 clusters Score -1.089748e+07 nChanged 6976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 65555 members 
Entering Unmasked Estep 
Score: -10902783.000000 Penalty: 5655.948242
	Iteration 6F: 3 clusters Score -1.090278e+07 nChanged 7958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 73381 members 
Entering Unmasked Estep 
Score: -10910254.000000 Penalty: 5655.948242
	Iteration 7F: 3 clusters Score -1.091025e+07 nChanged 7092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 80397 members 
Entering Unmasked Estep 
Score: -10917390.000000 Penalty: 5655.948242
	Iteration 8F: 3 clusters Score -1.091739e+07 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 84860 members 
Entering Unmasked Estep 
Score: -10921776.000000 Penalty: 5655.948242
	Iteration 9F: 3 clusters Score -1.092178e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 87025 members 
Entering Unmasked Estep 
Score: -10923758.000000 Penalty: 5655.948242
	Iteration 10Q: 3 clusters Score -1.092376e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 87976 members 
Entering Unmasked Estep 
Score: -10924509.000000 Penalty: 5655.948242
	Iteration 11Q: 3 clusters Score -1.092451e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 88400 members 
Entering Unmasked Estep 
Score: -10924858.000000 Penalty: 5655.948242
	Iteration 12Q: 3 clusters Score -1.092486e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 88601 members 
Entering Unmasked Estep 
Score: -10925014.000000 Penalty: 5655.948242
	Iteration 13Q: 3 clusters Score -1.092501e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 88695 members 
Entering Unmasked Estep 
Score: -10925085.000000 Penalty: 5655.948242
	Iteration 14Q: 3 clusters Score -1.092508e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 88746 members 
Entering Unmasked Estep 
Score: -10925119.000000 Penalty: 5655.948242
	Iteration 15Q: 3 clusters Score -1.092512e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 88786 members 
Entering Unmasked Estep 
Score: -10925165.000000 Penalty: 5655.948242
	Iteration 16Q: 3 clusters Score -1.092516e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 88820 members 
Entering Unmasked Estep 
Score: -10925210.000000 Penalty: 5655.948242
	Iteration 17Q: 3 clusters Score -1.092521e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 88836 members 
Entering Unmasked Estep 
Score: -10925226.000000 Penalty: 5655.948242
	Iteration 18Q: 3 clusters Score -1.092523e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 88843 members 
Entering Unmasked Estep 
Score: -10925252.000000 Penalty: 5655.948242
	Iteration 19Q: 3 clusters Score -1.092525e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 88843 members 
Entering Unmasked Estep 
Score: -10925258.000000 Penalty: 5655.948242
	Iteration 20F: 3 clusters Score -1.092526e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 88848 members 
Entering Unmasked Estep 
Score: -10925262.000000 Penalty: 5655.948242
	Iteration 21Q: 3 clusters Score -1.092526e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 88851 members 
Entering Unmasked Estep 
Score: -10925256.000000 Penalty: 5655.948242
	Iteration 22Q: 3 clusters Score -1.092526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 88853 members 
Entering Unmasked Estep 
Score: -10925260.000000 Penalty: 5655.948242
	Iteration 23Q: 3 clusters Score -1.092526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 88857 members 
Entering Unmasked Estep 
Score: -10925268.000000 Penalty: 5655.948242
	Iteration 24Q: 3 clusters Score -1.092527e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 88858 members 
Entering Unmasked Estep 
Score: -10925262.000000 Penalty: 5655.948242
	Iteration 25Q: 3 clusters Score -1.092526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 88857 members 
Entering Unmasked Estep 
Score: -10925267.000000 Penalty: 5655.948242
	Iteration 26Q: 3 clusters Score -1.092527e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 88855 members 
Entering Unmasked Estep 
Score: -10925258.000000 Penalty: 5655.948242
	Iteration 27Q: 3 clusters Score -1.092526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 88854 members 
Entering Unmasked Estep 
Score: -10925257.000000 Penalty: 5655.948242
	Iteration 28Q: 3 clusters Score -1.092526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 88853 members 
Entering Unmasked Estep 
Score: -10925260.000000 Penalty: 5655.948242
	Iteration 29Q: 3 clusters Score -1.092526e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 88853 members 
Entering Unmasked Estep 
Score: -10925260.000000 Penalty: 5655.948242
	Iteration 30F: 3 clusters Score -1.092526e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (29034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Entering Unmasked Estep 
Score: -3501726.250000 Penalty: 2548.503418
	Iteration 0F: 2 clusters Score -3501726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -3481813.500000 Penalty: 5097.006836
	Iteration 0F: 3 clusters Score -3481814 nChanged 13059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -3488750.000000 Penalty: 5097.006836
	Iteration 1F: 3 clusters Score -3488750 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -3489354.500000 Penalty: 5097.006836
	Iteration 2F: 3 clusters Score -3489354 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -3490108.250000 Penalty: 5097.006836
	Iteration 3F: 3 clusters Score -3490108 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -3491093.750000 Penalty: 5097.006836
	Iteration 4F: 3 clusters Score -3491094 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -3492322.500000 Penalty: 5097.006836
	Iteration 5F: 3 clusters Score -3492322 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -3493568.250000 Penalty: 5097.006836
	Iteration 6F: 3 clusters Score -3493568 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -3494775.000000 Penalty: 5097.006836
	Iteration 7F: 3 clusters Score -3494775 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -3495905.500000 Penalty: 5097.006836
	Iteration 8F: 3 clusters Score -3495906 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -3496954.500000 Penalty: 5097.006836
	Iteration 9F: 3 clusters Score -3496954 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -3497839.000000 Penalty: 5097.006836
	Iteration 10Q: 3 clusters Score -3497839 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -3498615.750000 Penalty: 5097.006836
	Iteration 11Q: 3 clusters Score -3498616 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -3499222.000000 Penalty: 5097.006836
	Iteration 12Q: 3 clusters Score -3499222 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -3499747.250000 Penalty: 5097.006836
	Iteration 13Q: 3 clusters Score -3499747 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -3500094.500000 Penalty: 5097.006836
	Iteration 14Q: 3 clusters Score -3500094 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -3500261.250000 Penalty: 5097.006836
	Iteration 15Q: 3 clusters Score -3500261 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -3500339.500000 Penalty: 5097.006836
	Iteration 16Q: 3 clusters Score -3500340 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -3500386.750000 Penalty: 5097.006836
	Iteration 17Q: 3 clusters Score -3500387 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -3500433.750000 Penalty: 5097.006836
	Iteration 18Q: 3 clusters Score -3500434 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -3500470.500000 Penalty: 5097.006836
	Iteration 19Q: 3 clusters Score -3500470 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -3500483.250000 Penalty: 5097.006836
	Iteration 20F: 3 clusters Score -3500483 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -3500503.500000 Penalty: 5097.006836
	Iteration 21Q: 3 clusters Score -3500504 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -3500528.750000 Penalty: 5097.006836
	Iteration 22Q: 3 clusters Score -3500529 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -3500544.250000 Penalty: 5097.006836
	Iteration 23Q: 3 clusters Score -3500544 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -3500550.750000 Penalty: 5097.006836
	Iteration 24Q: 3 clusters Score -3500551 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -3500571.000000 Penalty: 5097.006836
	Iteration 25Q: 3 clusters Score -3500571 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -3500578.500000 Penalty: 5097.006836
	Iteration 26Q: 3 clusters Score -3500578 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -3500596.500000 Penalty: 5097.006836
	Iteration 27Q: 3 clusters Score -3500596 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -3500606.500000 Penalty: 5097.006836
	Iteration 28Q: 3 clusters Score -3500606 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -3500625.500000 Penalty: 5097.006836
	Iteration 29Q: 3 clusters Score -3500626 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -3500639.750000 Penalty: 5097.006836
	Iteration 30Q: 3 clusters Score -3500640 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -3500642.000000 Penalty: 5097.006836
	Iteration 31Q: 3 clusters Score -3500642 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -3500655.000000 Penalty: 5097.006836
	Iteration 32Q: 3 clusters Score -3500655 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -3500663.500000 Penalty: 5097.006836
	Iteration 33Q: 3 clusters Score -3500664 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -3500658.250000 Penalty: 5097.006836
	Iteration 34Q: 3 clusters Score -3500658 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -3500667.000000 Penalty: 5097.006836
	Iteration 35Q: 3 clusters Score -3500667 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -3500666.000000 Penalty: 5097.006836
	Iteration 36Q: 3 clusters Score -3500666 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -3500659.500000 Penalty: 5097.006836
	Iteration 37Q: 3 clusters Score -3500660 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -3500673.750000 Penalty: 5097.006836
	Iteration 38Q: 3 clusters Score -3500674 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -3500683.000000 Penalty: 5097.006836
	Iteration 39Q: 3 clusters Score -3500683 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -3500690.000000 Penalty: 5097.006836
	Iteration 40F: 3 clusters Score -3500690 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -3500688.250000 Penalty: 5097.006836
	Iteration 41Q: 3 clusters Score -3500688 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -3500691.250000 Penalty: 5097.006836
	Iteration 42Q: 3 clusters Score -3500691 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -3500695.250000 Penalty: 5097.006836
	Iteration 43Q: 3 clusters Score -3500695 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -3500697.750000 Penalty: 5097.006836
	Iteration 44Q: 3 clusters Score -3500698 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -3500697.000000 Penalty: 5097.006836
	Iteration 45Q: 3 clusters Score -3500697 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -3500715.250000 Penalty: 5097.006836
	Iteration 46Q: 3 clusters Score -3500715 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -3500716.250000 Penalty: 5097.006836
	Iteration 47Q: 3 clusters Score -3500716 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -3500716.750000 Penalty: 5097.006836
	Iteration 48Q: 3 clusters Score -3500717 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -3500713.250000 Penalty: 5097.006836
	Iteration 49Q: 3 clusters Score -3500713 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -3500716.500000 Penalty: 5097.006836
	Iteration 50Q: 3 clusters Score -3500716 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -3500723.000000 Penalty: 5097.006836
	Iteration 51Q: 3 clusters Score -3500723 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -3500726.500000 Penalty: 5097.006836
	Iteration 52Q: 3 clusters Score -3500726 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -3500732.500000 Penalty: 5097.006836
	Iteration 53Q: 3 clusters Score -3500732 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -3500734.250000 Penalty: 5097.006836
	Iteration 54Q: 3 clusters Score -3500734 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -3500742.250000 Penalty: 5097.006836
	Iteration 55Q: 3 clusters Score -3500742 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -3500744.500000 Penalty: 5097.006836
	Iteration 56Q: 3 clusters Score -3500744 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -3500742.750000 Penalty: 5097.006836
	Iteration 57Q: 3 clusters Score -3500743 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -3500744.000000 Penalty: 5097.006836
	Iteration 58Q: 3 clusters Score -3500744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -3500746.000000 Penalty: 5097.006836
	Iteration 59Q: 3 clusters Score -3500746 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -3500746.500000 Penalty: 5097.006836
	Iteration 60F: 3 clusters Score -3500746 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -3500751.750000 Penalty: 5097.006836
	Iteration 61Q: 3 clusters Score -3500752 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -3500760.500000 Penalty: 5097.006836
	Iteration 62Q: 3 clusters Score -3500760 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -3500762.750000 Penalty: 5097.006836
	Iteration 63Q: 3 clusters Score -3500763 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -3500772.500000 Penalty: 5097.006836
	Iteration 64Q: 3 clusters Score -3500772 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -3500772.750000 Penalty: 5097.006836
	Iteration 65Q: 3 clusters Score -3500773 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -3500764.750000 Penalty: 5097.006836
	Iteration 66Q: 3 clusters Score -3500765 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -3500786.250000 Penalty: 5097.006836
	Iteration 67Q: 3 clusters Score -3500786 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -3500782.000000 Penalty: 5097.006836
	Iteration 68Q: 3 clusters Score -3500782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -3500791.500000 Penalty: 5097.006836
	Iteration 69Q: 3 clusters Score -3500792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -3500788.500000 Penalty: 5097.006836
	Iteration 70Q: 3 clusters Score -3500788 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -3500794.500000 Penalty: 5097.006836
	Iteration 71Q: 3 clusters Score -3500794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -3500791.500000 Penalty: 5097.006836
	Iteration 72Q: 3 clusters Score -3500792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -3500790.750000 Penalty: 5097.006836
	Iteration 73Q: 3 clusters Score -3500791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -3500791.000000 Penalty: 5097.006836
	Iteration 74Q: 3 clusters Score -3500791 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -3500793.000000 Penalty: 5097.006836
	Iteration 75Q: 3 clusters Score -3500793 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -3500797.750000 Penalty: 5097.006836
	Iteration 76Q: 3 clusters Score -3500798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -3500793.000000 Penalty: 5097.006836
	Iteration 77Q: 3 clusters Score -3500793 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -3500786.250000 Penalty: 5097.006836
	Iteration 78Q: 3 clusters Score -3500786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -3500792.750000 Penalty: 5097.006836
	Iteration 79Q: 3 clusters Score -3500793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -3500788.500000 Penalty: 5097.006836
	Iteration 80F: 3 clusters Score -3500788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -3500792.250000 Penalty: 5097.006836
	Iteration 81Q: 3 clusters Score -3500792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -3500795.500000 Penalty: 5097.006836
	Iteration 82Q: 3 clusters Score -3500796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -3500797.750000 Penalty: 5097.006836
	Iteration 83Q: 3 clusters Score -3500798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -3500798.000000 Penalty: 5097.006836
	Iteration 84Q: 3 clusters Score -3500798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -3500797.250000 Penalty: 5097.006836
	Iteration 85Q: 3 clusters Score -3500797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -3500801.250000 Penalty: 5097.006836
	Iteration 86Q: 3 clusters Score -3500801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -3500797.250000 Penalty: 5097.006836
	Iteration 87Q: 3 clusters Score -3500797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -3500800.500000 Penalty: 5097.006836
	Iteration 88Q: 3 clusters Score -3500800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -3500802.000000 Penalty: 5097.006836
	Iteration 89Q: 3 clusters Score -3500802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -3500802.500000 Penalty: 5097.006836
	Iteration 90Q: 3 clusters Score -3500802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -3500802.500000 Penalty: 5097.006836
	Iteration 91F: 3 clusters Score -3500802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (234307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234307 members 
Entering Unmasked Estep 
Score: -28513802.000000 Penalty: 3066.368164
	Iteration 0F: 2 clusters Score -2.85138e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116930 members 
Mstep: Class 2 contains 117377 members 
Entering Unmasked Estep 
Score: -28362728.000000 Penalty: 6132.736328
	Iteration 0F: 3 clusters Score -2.836273e+07 nChanged 112835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111905 members 
Mstep: Class 2 contains 122402 members 
Entering Unmasked Estep 
Score: -28428278.000000 Penalty: 6132.736328
	Iteration 1F: 3 clusters Score -2.842828e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108443 members 
Mstep: Class 2 contains 125864 members 
Entering Unmasked Estep 
Score: -28429520.000000 Penalty: 6132.736328
	Iteration 2Q: 3 clusters Score -2.842952e+07 nChanged 7412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102939 members 
Mstep: Class 2 contains 131368 members 
Entering Unmasked Estep 
Score: -28431368.000000 Penalty: 6132.736328
	Iteration 3Q: 3 clusters Score -2.843137e+07 nChanged 9934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94347 members 
Mstep: Class 2 contains 139960 members 
Entering Unmasked Estep 
Score: -28435304.000000 Penalty: 6132.736328
	Iteration 4Q: 3 clusters Score -2.84353e+07 nChanged 14082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81181 members 
Mstep: Class 2 contains 153126 members 
Entering Unmasked Estep 
Score: -28443310.000000 Penalty: 6132.736328
	Iteration 5F: 3 clusters Score -2.844331e+07 nChanged 18795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63148 members 
Mstep: Class 2 contains 171159 members 
Entering Unmasked Estep 
Score: -28458064.000000 Penalty: 6132.736328
	Iteration 6F: 3 clusters Score -2.845806e+07 nChanged 21071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42727 members 
Mstep: Class 2 contains 191580 members 
Entering Unmasked Estep 
Score: -28476340.000000 Penalty: 6132.736328
	Iteration 7F: 3 clusters Score -2.847634e+07 nChanged 18119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 209189 members 
Entering Unmasked Estep 
Score: -28491798.000000 Penalty: 6132.736328
	Iteration 8F: 3 clusters Score -2.84918e+07 nChanged 12097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 220996 members 
Entering Unmasked Estep 
Score: -28501484.000000 Penalty: 6132.736328
	Iteration 9F: 3 clusters Score -2.850148e+07 nChanged 6565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 227455 members 
Entering Unmasked Estep 
Score: -28506480.000000 Penalty: 6132.736328
	Iteration 10Q: 3 clusters Score -2.850648e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 230662 members 
Entering Unmasked Estep 
Score: -28508820.000000 Penalty: 6132.736328
	Iteration 11Q: 3 clusters Score -2.850882e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 232175 members 
Entering Unmasked Estep 
Score: -28509896.000000 Penalty: 6132.736328
	Iteration 12Q: 3 clusters Score -2.85099e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 232860 members 
Entering Unmasked Estep 
Score: -28510452.000000 Penalty: 6132.736328
	Iteration 13Q: 3 clusters Score -2.851045e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 233191 members 
Entering Unmasked Estep 
Score: -28510736.000000 Penalty: 6132.736328
	Iteration 14Q: 3 clusters Score -2.851074e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 233343 members 
Entering Unmasked Estep 
Score: -28510908.000000 Penalty: 6132.736328
	Iteration 15Q: 3 clusters Score -2.851091e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 233437 members 
Entering Unmasked Estep 
Score: -28511072.000000 Penalty: 6132.736328
	Iteration 16Q: 3 clusters Score -2.851107e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 233483 members 
Entering Unmasked Estep 
Score: -28511148.000000 Penalty: 6132.736328
	Iteration 17Q: 3 clusters Score -2.851115e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 233502 members 
Entering Unmasked Estep 
Score: -28511242.000000 Penalty: 6132.736328
	Iteration 18Q: 3 clusters Score -2.851124e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 233511 members 
Entering Unmasked Estep 
Score: -28511370.000000 Penalty: 6132.736328
	Iteration 19Q: 3 clusters Score -2.851137e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 233502 members 
Entering Unmasked Estep 
Score: -28511428.000000 Penalty: 6132.736328
	Iteration 20F: 3 clusters Score -2.851143e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 233487 members 
Entering Unmasked Estep 
Score: -28511446.000000 Penalty: 6132.736328
	Iteration 21Q: 3 clusters Score -2.851145e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 233469 members 
Entering Unmasked Estep 
Score: -28511474.000000 Penalty: 6132.736328
	Iteration 22Q: 3 clusters Score -2.851147e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 233430 members 
Entering Unmasked Estep 
Score: -28511526.000000 Penalty: 6132.736328
	Iteration 23Q: 3 clusters Score -2.851153e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 233417 members 
Entering Unmasked Estep 
Score: -28511528.000000 Penalty: 6132.736328
	Iteration 24Q: 3 clusters Score -2.851153e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 233405 members 
Entering Unmasked Estep 
Score: -28511596.000000 Penalty: 6132.736328
	Iteration 25Q: 3 clusters Score -2.85116e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 233388 members 
Entering Unmasked Estep 
Score: -28511600.000000 Penalty: 6132.736328
	Iteration 26Q: 3 clusters Score -2.85116e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 233370 members 
Entering Unmasked Estep 
Score: -28511634.000000 Penalty: 6132.736328
	Iteration 27Q: 3 clusters Score -2.851163e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 233358 members 
Entering Unmasked Estep 
Score: -28511666.000000 Penalty: 6132.736328
	Iteration 28Q: 3 clusters Score -2.851167e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 233342 members 
Entering Unmasked Estep 
Score: -28511690.000000 Penalty: 6132.736328
	Iteration 29Q: 3 clusters Score -2.851169e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 233333 members 
Entering Unmasked Estep 
Score: -28511664.000000 Penalty: 6132.736328
	Iteration 30Q: 3 clusters Score -2.851166e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 233328 members 
Entering Unmasked Estep 
Score: -28511676.000000 Penalty: 6132.736328
	Iteration 31Q: 3 clusters Score -2.851168e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 233314 members 
Entering Unmasked Estep 
Score: -28511688.000000 Penalty: 6132.736328
	Iteration 32Q: 3 clusters Score -2.851169e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 233301 members 
Entering Unmasked Estep 
Score: -28511684.000000 Penalty: 6132.736328
	Iteration 33Q: 3 clusters Score -2.851168e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 233291 members 
Entering Unmasked Estep 
Score: -28511700.000000 Penalty: 6132.736328
	Iteration 34Q: 3 clusters Score -2.85117e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 233285 members 
Entering Unmasked Estep 
Score: -28511712.000000 Penalty: 6132.736328
	Iteration 35Q: 3 clusters Score -2.851171e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 233283 members 
Entering Unmasked Estep 
Score: -28511730.000000 Penalty: 6132.736328
	Iteration 36Q: 3 clusters Score -2.851173e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 233282 members 
Entering Unmasked Estep 
Score: -28511758.000000 Penalty: 6132.736328
	Iteration 37Q: 3 clusters Score -2.851176e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 233273 members 
Entering Unmasked Estep 
Score: -28511782.000000 Penalty: 6132.736328
	Iteration 38Q: 3 clusters Score -2.851178e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 233263 members 
Entering Unmasked Estep 
Score: -28511794.000000 Penalty: 6132.736328
	Iteration 39Q: 3 clusters Score -2.851179e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 233247 members 
Entering Unmasked Estep 
Score: -28511798.000000 Penalty: 6132.736328
	Iteration 40F: 3 clusters Score -2.85118e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 233234 members 
Entering Unmasked Estep 
Score: -28511806.000000 Penalty: 6132.736328
	Iteration 41Q: 3 clusters Score -2.851181e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 233215 members 
Entering Unmasked Estep 
Score: -28511856.000000 Penalty: 6132.736328
	Iteration 42Q: 3 clusters Score -2.851186e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 233207 members 
Entering Unmasked Estep 
Score: -28511878.000000 Penalty: 6132.736328
	Iteration 43Q: 3 clusters Score -2.851188e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 233189 members 
Entering Unmasked Estep 
Score: -28511874.000000 Penalty: 6132.736328
	Iteration 44Q: 3 clusters Score -2.851187e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 233170 members 
Entering Unmasked Estep 
Score: -28511908.000000 Penalty: 6132.736328
	Iteration 45Q: 3 clusters Score -2.851191e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 233148 members 
Entering Unmasked Estep 
Score: -28511920.000000 Penalty: 6132.736328
	Iteration 46Q: 3 clusters Score -2.851192e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 233109 members 
Entering Unmasked Estep 
Score: -28511978.000000 Penalty: 6132.736328
	Iteration 47Q: 3 clusters Score -2.851198e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 233067 members 
Entering Unmasked Estep 
Score: -28511970.000000 Penalty: 6132.736328
	Iteration 48Q: 3 clusters Score -2.851197e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 233028 members 
Entering Unmasked Estep 
Score: -28511990.000000 Penalty: 6132.736328
	Iteration 49Q: 3 clusters Score -2.851199e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 232979 members 
Entering Unmasked Estep 
Score: -28512010.000000 Penalty: 6132.736328
	Iteration 50Q: 3 clusters Score -2.851201e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 232935 members 
Entering Unmasked Estep 
Score: -28512026.000000 Penalty: 6132.736328
	Iteration 51Q: 3 clusters Score -2.851203e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 232890 members 
Entering Unmasked Estep 
Score: -28512080.000000 Penalty: 6132.736328
	Iteration 52Q: 3 clusters Score -2.851208e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 232832 members 
Entering Unmasked Estep 
Score: -28512128.000000 Penalty: 6132.736328
	Iteration 53Q: 3 clusters Score -2.851213e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 232774 members 
Entering Unmasked Estep 
Score: -28512174.000000 Penalty: 6132.736328
	Iteration 54Q: 3 clusters Score -2.851217e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 232714 members 
Entering Unmasked Estep 
Score: -28512230.000000 Penalty: 6132.736328
	Iteration 55Q: 3 clusters Score -2.851223e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 232656 members 
Entering Unmasked Estep 
Score: -28512256.000000 Penalty: 6132.736328
	Iteration 56Q: 3 clusters Score -2.851226e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 232597 members 
Entering Unmasked Estep 
Score: -28512286.000000 Penalty: 6132.736328
	Iteration 57Q: 3 clusters Score -2.851229e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 232545 members 
Entering Unmasked Estep 
Score: -28512292.000000 Penalty: 6132.736328
	Iteration 58Q: 3 clusters Score -2.851229e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 232499 members 
Entering Unmasked Estep 
Score: -28512276.000000 Penalty: 6132.736328
	Iteration 59Q: 3 clusters Score -2.851228e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 232437 members 
Entering Unmasked Estep 
Score: -28512328.000000 Penalty: 6132.736328
	Iteration 60F: 3 clusters Score -2.851233e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 232345 members 
Entering Unmasked Estep 
Score: -28512344.000000 Penalty: 6132.736328
	Iteration 61Q: 3 clusters Score -2.851234e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 232255 members 
Entering Unmasked Estep 
Score: -28512354.000000 Penalty: 6132.736328
	Iteration 62Q: 3 clusters Score -2.851235e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 232169 members 
Entering Unmasked Estep 
Score: -28512376.000000 Penalty: 6132.736328
	Iteration 63Q: 3 clusters Score -2.851238e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 232096 members 
Entering Unmasked Estep 
Score: -28512400.000000 Penalty: 6132.736328
	Iteration 64Q: 3 clusters Score -2.85124e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 232025 members 
Entering Unmasked Estep 
Score: -28512440.000000 Penalty: 6132.736328
	Iteration 65Q: 3 clusters Score -2.851244e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 231958 members 
Entering Unmasked Estep 
Score: -28512444.000000 Penalty: 6132.736328
	Iteration 66Q: 3 clusters Score -2.851244e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 231908 members 
Entering Unmasked Estep 
Score: -28512478.000000 Penalty: 6132.736328
	Iteration 67Q: 3 clusters Score -2.851248e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 231861 members 
Entering Unmasked Estep 
Score: -28512492.000000 Penalty: 6132.736328
	Iteration 68Q: 3 clusters Score -2.851249e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 231830 members 
Entering Unmasked Estep 
Score: -28512512.000000 Penalty: 6132.736328
	Iteration 69Q: 3 clusters Score -2.851251e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 231799 members 
Entering Unmasked Estep 
Score: -28512508.000000 Penalty: 6132.736328
	Iteration 70Q: 3 clusters Score -2.851251e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 231757 members 
Entering Unmasked Estep 
Score: -28512516.000000 Penalty: 6132.736328
	Iteration 71Q: 3 clusters Score -2.851252e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 231722 members 
Entering Unmasked Estep 
Score: -28512546.000000 Penalty: 6132.736328
	Iteration 72Q: 3 clusters Score -2.851255e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 231699 members 
Entering Unmasked Estep 
Score: -28512546.000000 Penalty: 6132.736328
	Iteration 73Q: 3 clusters Score -2.851255e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 231677 members 
Entering Unmasked Estep 
Score: -28512568.000000 Penalty: 6132.736328
	Iteration 74Q: 3 clusters Score -2.851257e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 231651 members 
Entering Unmasked Estep 
Score: -28512606.000000 Penalty: 6132.736328
	Iteration 75Q: 3 clusters Score -2.851261e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 231626 members 
Entering Unmasked Estep 
Score: -28512594.000000 Penalty: 6132.736328
	Iteration 76Q: 3 clusters Score -2.851259e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 231600 members 
Entering Unmasked Estep 
Score: -28512612.000000 Penalty: 6132.736328
	Iteration 77Q: 3 clusters Score -2.851261e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 231578 members 
Entering Unmasked Estep 
Score: -28512620.000000 Penalty: 6132.736328
	Iteration 78Q: 3 clusters Score -2.851262e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 231554 members 
Entering Unmasked Estep 
Score: -28512672.000000 Penalty: 6132.736328
	Iteration 79Q: 3 clusters Score -2.851267e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 231528 members 
Entering Unmasked Estep 
Score: -28512638.000000 Penalty: 6132.736328
	Iteration 80F: 3 clusters Score -2.851264e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 231498 members 
Entering Unmasked Estep 
Score: -28512646.000000 Penalty: 6132.736328
	Iteration 81Q: 3 clusters Score -2.851265e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 231470 members 
Entering Unmasked Estep 
Score: -28512674.000000 Penalty: 6132.736328
	Iteration 82Q: 3 clusters Score -2.851267e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 231446 members 
Entering Unmasked Estep 
Score: -28512686.000000 Penalty: 6132.736328
	Iteration 83Q: 3 clusters Score -2.851269e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 231428 members 
Entering Unmasked Estep 
Score: -28512696.000000 Penalty: 6132.736328
	Iteration 84Q: 3 clusters Score -2.85127e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 231418 members 
Entering Unmasked Estep 
Score: -28512668.000000 Penalty: 6132.736328
	Iteration 85Q: 3 clusters Score -2.851267e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 231404 members 
Entering Unmasked Estep 
Score: -28512678.000000 Penalty: 6132.736328
	Iteration 86Q: 3 clusters Score -2.851268e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 231393 members 
Entering Unmasked Estep 
Score: -28512690.000000 Penalty: 6132.736328
	Iteration 87Q: 3 clusters Score -2.851269e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 231385 members 
Entering Unmasked Estep 
Score: -28512702.000000 Penalty: 6132.736328
	Iteration 88Q: 3 clusters Score -2.85127e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 231376 members 
Entering Unmasked Estep 
Score: -28512708.000000 Penalty: 6132.736328
	Iteration 89Q: 3 clusters Score -2.851271e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 231365 members 
Entering Unmasked Estep 
Score: -28512708.000000 Penalty: 6132.736328
	Iteration 90Q: 3 clusters Score -2.851271e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 231352 members 
Entering Unmasked Estep 
Score: -28512710.000000 Penalty: 6132.736328
	Iteration 91Q: 3 clusters Score -2.851271e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 231341 members 
Entering Unmasked Estep 
Score: -28512734.000000 Penalty: 6132.736328
	Iteration 92Q: 3 clusters Score -2.851273e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 231321 members 
Entering Unmasked Estep 
Score: -28512702.000000 Penalty: 6132.736328
	Iteration 93Q: 3 clusters Score -2.85127e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 231301 members 
Entering Unmasked Estep 
Score: -28512736.000000 Penalty: 6132.736328
	Iteration 94Q: 3 clusters Score -2.851274e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 231278 members 
Entering Unmasked Estep 
Score: -28512756.000000 Penalty: 6132.736328
	Iteration 95Q: 3 clusters Score -2.851276e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 231255 members 
Entering Unmasked Estep 
Score: -28512756.000000 Penalty: 6132.736328
	Iteration 96Q: 3 clusters Score -2.851276e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 231232 members 
Entering Unmasked Estep 
Score: -28512776.000000 Penalty: 6132.736328
	Iteration 97Q: 3 clusters Score -2.851278e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 231203 members 
Entering Unmasked Estep 
Score: -28512780.000000 Penalty: 6132.736328
	Iteration 98Q: 3 clusters Score -2.851278e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 231183 members 
Entering Unmasked Estep 
Score: -28512788.000000 Penalty: 6132.736328
	Iteration 99Q: 3 clusters Score -2.851279e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 231168 members 
Entering Unmasked Estep 
Score: -28512782.000000 Penalty: 6132.736328
	Iteration 100F: 3 clusters Score -2.851278e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 231149 members 
Entering Unmasked Estep 
Score: -28512788.000000 Penalty: 6132.736328
	Iteration 101Q: 3 clusters Score -2.851279e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 231136 members 
Entering Unmasked Estep 
Score: -28512800.000000 Penalty: 6132.736328
	Iteration 102Q: 3 clusters Score -2.85128e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 231127 members 
Entering Unmasked Estep 
Score: -28512802.000000 Penalty: 6132.736328
	Iteration 103Q: 3 clusters Score -2.85128e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 231117 members 
Entering Unmasked Estep 
Score: -28512786.000000 Penalty: 6132.736328
	Iteration 104Q: 3 clusters Score -2.851279e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 231107 members 
Entering Unmasked Estep 
Score: -28512778.000000 Penalty: 6132.736328
	Iteration 105Q: 3 clusters Score -2.851278e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 231096 members 
Entering Unmasked Estep 
Score: -28512778.000000 Penalty: 6132.736328
	Iteration 106Q: 3 clusters Score -2.851278e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 231082 members 
Entering Unmasked Estep 
Score: -28512816.000000 Penalty: 6132.736328
	Iteration 107Q: 3 clusters Score -2.851282e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 231063 members 
Entering Unmasked Estep 
Score: -28512826.000000 Penalty: 6132.736328
	Iteration 108Q: 3 clusters Score -2.851283e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 231048 members 
Entering Unmasked Estep 
Score: -28512852.000000 Penalty: 6132.736328
	Iteration 109Q: 3 clusters Score -2.851285e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 231028 members 
Entering Unmasked Estep 
Score: -28512838.000000 Penalty: 6132.736328
	Iteration 110Q: 3 clusters Score -2.851284e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 231018 members 
Entering Unmasked Estep 
Score: -28512830.000000 Penalty: 6132.736328
	Iteration 111Q: 3 clusters Score -2.851283e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 231015 members 
Entering Unmasked Estep 
Score: -28512842.000000 Penalty: 6132.736328
	Iteration 112Q: 3 clusters Score -2.851284e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 231005 members 
Entering Unmasked Estep 
Score: -28512838.000000 Penalty: 6132.736328
	Iteration 113Q: 3 clusters Score -2.851284e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 230993 members 
Entering Unmasked Estep 
Score: -28512850.000000 Penalty: 6132.736328
	Iteration 114Q: 3 clusters Score -2.851285e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 230985 members 
Entering Unmasked Estep 
Score: -28512846.000000 Penalty: 6132.736328
	Iteration 115Q: 3 clusters Score -2.851285e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 230976 members 
Entering Unmasked Estep 
Score: -28512840.000000 Penalty: 6132.736328
	Iteration 116Q: 3 clusters Score -2.851284e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 230969 members 
Entering Unmasked Estep 
Score: -28512848.000000 Penalty: 6132.736328
	Iteration 117Q: 3 clusters Score -2.851285e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 230964 members 
Entering Unmasked Estep 
Score: -28512856.000000 Penalty: 6132.736328
	Iteration 118Q: 3 clusters Score -2.851286e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 230957 members 
Entering Unmasked Estep 
Score: -28512862.000000 Penalty: 6132.736328
	Iteration 119Q: 3 clusters Score -2.851286e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 230946 members 
Entering Unmasked Estep 
Score: -28512860.000000 Penalty: 6132.736328
	Iteration 120F: 3 clusters Score -2.851286e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 230938 members 
Entering Unmasked Estep 
Score: -28512866.000000 Penalty: 6132.736328
	Iteration 121Q: 3 clusters Score -2.851287e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 230925 members 
Entering Unmasked Estep 
Score: -28512856.000000 Penalty: 6132.736328
	Iteration 122Q: 3 clusters Score -2.851286e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 230909 members 
Entering Unmasked Estep 
Score: -28512888.000000 Penalty: 6132.736328
	Iteration 123Q: 3 clusters Score -2.851289e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 230892 members 
Entering Unmasked Estep 
Score: -28512902.000000 Penalty: 6132.736328
	Iteration 124Q: 3 clusters Score -2.85129e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 230881 members 
Entering Unmasked Estep 
Score: -28512898.000000 Penalty: 6132.736328
	Iteration 125Q: 3 clusters Score -2.85129e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 230860 members 
Entering Unmasked Estep 
Score: -28512894.000000 Penalty: 6132.736328
	Iteration 126Q: 3 clusters Score -2.851289e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 230836 members 
Entering Unmasked Estep 
Score: -28512906.000000 Penalty: 6132.736328
	Iteration 127Q: 3 clusters Score -2.851291e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 230799 members 
Entering Unmasked Estep 
Score: -28512922.000000 Penalty: 6132.736328
	Iteration 128Q: 3 clusters Score -2.851292e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 230770 members 
Entering Unmasked Estep 
Score: -28512948.000000 Penalty: 6132.736328
	Iteration 129Q: 3 clusters Score -2.851295e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 230745 members 
Entering Unmasked Estep 
Score: -28512930.000000 Penalty: 6132.736328
	Iteration 130Q: 3 clusters Score -2.851293e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 230720 members 
Entering Unmasked Estep 
Score: -28512946.000000 Penalty: 6132.736328
	Iteration 131Q: 3 clusters Score -2.851295e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 230698 members 
Entering Unmasked Estep 
Score: -28512942.000000 Penalty: 6132.736328
	Iteration 132Q: 3 clusters Score -2.851294e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 230673 members 
Entering Unmasked Estep 
Score: -28512986.000000 Penalty: 6132.736328
	Iteration 133Q: 3 clusters Score -2.851299e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 230645 members 
Entering Unmasked Estep 
Score: -28512982.000000 Penalty: 6132.736328
	Iteration 134Q: 3 clusters Score -2.851298e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 230626 members 
Entering Unmasked Estep 
Score: -28512994.000000 Penalty: 6132.736328
	Iteration 135Q: 3 clusters Score -2.851299e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 230620 members 
Entering Unmasked Estep 
Score: -28512988.000000 Penalty: 6132.736328
	Iteration 136Q: 3 clusters Score -2.851299e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 230613 members 
Entering Unmasked Estep 
Score: -28513020.000000 Penalty: 6132.736328
	Iteration 137Q: 3 clusters Score -2.851302e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 230606 members 
Entering Unmasked Estep 
Score: -28513012.000000 Penalty: 6132.736328
	Iteration 138Q: 3 clusters Score -2.851301e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 230597 members 
Entering Unmasked Estep 
Score: -28513012.000000 Penalty: 6132.736328
	Iteration 139Q: 3 clusters Score -2.851301e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 230589 members 
Entering Unmasked Estep 
Score: -28513002.000000 Penalty: 6132.736328
	Iteration 140F: 3 clusters Score -2.8513e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 230582 members 
Entering Unmasked Estep 
Score: -28512996.000000 Penalty: 6132.736328
	Iteration 141Q: 3 clusters Score -2.8513e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 230577 members 
Entering Unmasked Estep 
Score: -28513004.000000 Penalty: 6132.736328
	Iteration 142Q: 3 clusters Score -2.8513e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 230570 members 
Entering Unmasked Estep 
Score: -28513010.000000 Penalty: 6132.736328
	Iteration 143Q: 3 clusters Score -2.851301e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 230556 members 
Entering Unmasked Estep 
Score: -28513000.000000 Penalty: 6132.736328
	Iteration 144Q: 3 clusters Score -2.8513e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 230543 members 
Entering Unmasked Estep 
Score: -28512998.000000 Penalty: 6132.736328
	Iteration 145Q: 3 clusters Score -2.8513e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 230530 members 
Entering Unmasked Estep 
Score: -28513018.000000 Penalty: 6132.736328
	Iteration 146Q: 3 clusters Score -2.851302e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 230523 members 
Entering Unmasked Estep 
Score: -28513010.000000 Penalty: 6132.736328
	Iteration 147Q: 3 clusters Score -2.851301e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 230517 members 
Entering Unmasked Estep 
Score: -28513012.000000 Penalty: 6132.736328
	Iteration 148Q: 3 clusters Score -2.851301e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 230508 members 
Entering Unmasked Estep 
Score: -28513036.000000 Penalty: 6132.736328
	Iteration 149Q: 3 clusters Score -2.851304e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 230496 members 
Entering Unmasked Estep 
Score: -28513036.000000 Penalty: 6132.736328
	Iteration 150Q: 3 clusters Score -2.851304e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 230487 members 
Entering Unmasked Estep 
Score: -28513024.000000 Penalty: 6132.736328
	Iteration 151Q: 3 clusters Score -2.851302e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 230474 members 
Entering Unmasked Estep 
Score: -28513030.000000 Penalty: 6132.736328
	Iteration 152Q: 3 clusters Score -2.851303e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 230466 members 
Entering Unmasked Estep 
Score: -28513044.000000 Penalty: 6132.736328
	Iteration 153Q: 3 clusters Score -2.851304e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 230461 members 
Entering Unmasked Estep 
Score: -28513072.000000 Penalty: 6132.736328
	Iteration 154Q: 3 clusters Score -2.851307e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 230452 members 
Entering Unmasked Estep 
Score: -28513044.000000 Penalty: 6132.736328
	Iteration 155Q: 3 clusters Score -2.851304e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 230446 members 
Entering Unmasked Estep 
Score: -28513048.000000 Penalty: 6132.736328
	Iteration 156Q: 3 clusters Score -2.851305e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 230441 members 
Entering Unmasked Estep 
Score: -28513062.000000 Penalty: 6132.736328
	Iteration 157Q: 3 clusters Score -2.851306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 230435 members 
Entering Unmasked Estep 
Score: -28513054.000000 Penalty: 6132.736328
	Iteration 158Q: 3 clusters Score -2.851305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 230431 members 
Entering Unmasked Estep 
Score: -28513058.000000 Penalty: 6132.736328
	Iteration 159Q: 3 clusters Score -2.851306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 230429 members 
Entering Unmasked Estep 
Score: -28513038.000000 Penalty: 6132.736328
	Iteration 160F: 3 clusters Score -2.851304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 230430 members 
Entering Unmasked Estep 
Score: -28513034.000000 Penalty: 6132.736328
	Iteration 161Q: 3 clusters Score -2.851303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 230431 members 
Entering Unmasked Estep 
Score: -28513052.000000 Penalty: 6132.736328
	Iteration 162Q: 3 clusters Score -2.851305e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 230431 members 
Entering Unmasked Estep 
Score: -28513052.000000 Penalty: 6132.736328
	Iteration 163F: 3 clusters Score -2.851305e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44193 members 
Entering Unmasked Estep 
Score: -5350796.500000 Penalty: 2652.687744
	Iteration 0F: 2 clusters Score -5350796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -5320775.500000 Penalty: 5305.375488
	Iteration 0F: 3 clusters Score -5320776 nChanged 20522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -5332285.000000 Penalty: 5305.375488
	Iteration 1F: 3 clusters Score -5332285 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -5333191.000000 Penalty: 5305.375488
	Iteration 2F: 3 clusters Score -5333191 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 24815 members 
Entering Unmasked Estep 
Score: -5334413.000000 Penalty: 5305.375488
	Iteration 3F: 3 clusters Score -5334413 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -5336116.500000 Penalty: 5305.375488
	Iteration 4F: 3 clusters Score -5336116 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 27972 members 
Entering Unmasked Estep 
Score: -5338319.000000 Penalty: 5305.375488
	Iteration 5F: 3 clusters Score -5338319 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -5340965.500000 Penalty: 5305.375488
	Iteration 6F: 3 clusters Score -5340966 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -5343297.000000 Penalty: 5305.375488
	Iteration 7F: 3 clusters Score -5343297 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 33539 members 
Entering Unmasked Estep 
Score: -5345008.500000 Penalty: 5305.375488
	Iteration 8F: 3 clusters Score -5345008 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 35213 members 
Entering Unmasked Estep 
Score: -5346265.000000 Penalty: 5305.375488
	Iteration 9Q: 3 clusters Score -5346265 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 36681 members 
Entering Unmasked Estep 
Score: -5347294.000000 Penalty: 5305.375488
	Iteration 10Q: 3 clusters Score -5347294 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 37953 members 
Entering Unmasked Estep 
Score: -5348166.000000 Penalty: 5305.375488
	Iteration 11Q: 3 clusters Score -5348166 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 38934 members 
Entering Unmasked Estep 
Score: -5348854.000000 Penalty: 5305.375488
	Iteration 12Q: 3 clusters Score -5348854 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 39643 members 
Entering Unmasked Estep 
Score: -5349351.500000 Penalty: 5305.375488
	Iteration 13Q: 3 clusters Score -5349352 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
Score: -5349695.500000 Penalty: 5305.375488
	Iteration 14Q: 3 clusters Score -5349696 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 40483 members 
Entering Unmasked Estep 
Score: -5349861.500000 Penalty: 5305.375488
	Iteration 15Q: 3 clusters Score -5349862 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 40739 members 
Entering Unmasked Estep 
Score: -5350009.500000 Penalty: 5305.375488
	Iteration 16Q: 3 clusters Score -5350010 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 40953 members 
Entering Unmasked Estep 
Score: -5350107.000000 Penalty: 5305.375488
	Iteration 17Q: 3 clusters Score -5350107 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 41120 members 
Entering Unmasked Estep 
Score: -5350213.000000 Penalty: 5305.375488
	Iteration 18Q: 3 clusters Score -5350213 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 41257 members 
Entering Unmasked Estep 
Score: -5350302.500000 Penalty: 5305.375488
	Iteration 19Q: 3 clusters Score -5350302 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 41356 members 
Entering Unmasked Estep 
Score: -5350362.500000 Penalty: 5305.375488
	Iteration 20F: 3 clusters Score -5350362 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 41432 members 
Entering Unmasked Estep 
Score: -5350396.000000 Penalty: 5305.375488
	Iteration 21Q: 3 clusters Score -5350396 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 41488 members 
Entering Unmasked Estep 
Score: -5350438.000000 Penalty: 5305.375488
	Iteration 22Q: 3 clusters Score -5350438 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 41546 members 
Entering Unmasked Estep 
Score: -5350474.000000 Penalty: 5305.375488
	Iteration 23Q: 3 clusters Score -5350474 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 41594 members 
Entering Unmasked Estep 
Score: -5350510.000000 Penalty: 5305.375488
	Iteration 24Q: 3 clusters Score -5350510 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 41624 members 
Entering Unmasked Estep 
Score: -5350526.500000 Penalty: 5305.375488
	Iteration 25Q: 3 clusters Score -5350526 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 41657 members 
Entering Unmasked Estep 
Score: -5350554.000000 Penalty: 5305.375488
	Iteration 26Q: 3 clusters Score -5350554 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 41684 members 
Entering Unmasked Estep 
Score: -5350558.500000 Penalty: 5305.375488
	Iteration 27Q: 3 clusters Score -5350558 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 41721 members 
Entering Unmasked Estep 
Score: -5350588.000000 Penalty: 5305.375488
	Iteration 28Q: 3 clusters Score -5350588 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 41742 members 
Entering Unmasked Estep 
Score: -5350605.500000 Penalty: 5305.375488
	Iteration 29Q: 3 clusters Score -5350606 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 41762 members 
Entering Unmasked Estep 
Score: -5350608.000000 Penalty: 5305.375488
	Iteration 30Q: 3 clusters Score -5350608 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 41792 members 
Entering Unmasked Estep 
Score: -5350620.000000 Penalty: 5305.375488
	Iteration 31Q: 3 clusters Score -5350620 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 41818 members 
Entering Unmasked Estep 
Score: -5350630.000000 Penalty: 5305.375488
	Iteration 32Q: 3 clusters Score -5350630 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 41841 members 
Entering Unmasked Estep 
Score: -5350624.500000 Penalty: 5305.375488
	Iteration 33Q: 3 clusters Score -5350624 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 41862 members 
Entering Unmasked Estep 
Score: -5350646.500000 Penalty: 5305.375488
	Iteration 34Q: 3 clusters Score -5350646 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 41884 members 
Entering Unmasked Estep 
Score: -5350662.500000 Penalty: 5305.375488
	Iteration 35Q: 3 clusters Score -5350662 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 41900 members 
Entering Unmasked Estep 
Score: -5350651.000000 Penalty: 5305.375488
	Iteration 36Q: 3 clusters Score -5350651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
Score: -5350657.000000 Penalty: 5305.375488
	Iteration 37Q: 3 clusters Score -5350657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 41901 members 
Entering Unmasked Estep 
Score: -5350654.000000 Penalty: 5305.375488
	Iteration 38Q: 3 clusters Score -5350654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 41901 members 
Entering Unmasked Estep 
Score: -5350663.500000 Penalty: 5305.375488
	Iteration 39Q: 3 clusters Score -5350664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 41899 members 
Entering Unmasked Estep 
Score: -5350668.000000 Penalty: 5305.375488
	Iteration 40F: 3 clusters Score -5350668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 41903 members 
Entering Unmasked Estep 
Score: -5350669.000000 Penalty: 5305.375488
	Iteration 41Q: 3 clusters Score -5350669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 41907 members 
Entering Unmasked Estep 
Score: -5350671.000000 Penalty: 5305.375488
	Iteration 42Q: 3 clusters Score -5350671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 41912 members 
Entering Unmasked Estep 
Score: -5350668.500000 Penalty: 5305.375488
	Iteration 43Q: 3 clusters Score -5350668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 41915 members 
Entering Unmasked Estep 
Score: -5350667.500000 Penalty: 5305.375488
	Iteration 44Q: 3 clusters Score -5350668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 41917 members 
Entering Unmasked Estep 
Score: -5350669.500000 Penalty: 5305.375488
	Iteration 45Q: 3 clusters Score -5350670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 41918 members 
Entering Unmasked Estep 
Score: -5350674.000000 Penalty: 5305.375488
	Iteration 46Q: 3 clusters Score -5350674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 41917 members 
Entering Unmasked Estep 
Score: -5350673.000000 Penalty: 5305.375488
	Iteration 47Q: 3 clusters Score -5350673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 41917 members 
Entering Unmasked Estep 
Score: -5350671.000000 Penalty: 5305.375488
	Iteration 48Q: 3 clusters Score -5350671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 41917 members 
Entering Unmasked Estep 
Score: -5350674.000000 Penalty: 5305.375488
	Iteration 49Q: 3 clusters Score -5350674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 41919 members 
Entering Unmasked Estep 
Score: -5350678.000000 Penalty: 5305.375488
	Iteration 50Q: 3 clusters Score -5350678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 41921 members 
Entering Unmasked Estep 
Score: -5350670.000000 Penalty: 5305.375488
	Iteration 51Q: 3 clusters Score -5350670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 41919 members 
Entering Unmasked Estep 
Score: -5350672.000000 Penalty: 5305.375488
	Iteration 52Q: 3 clusters Score -5350672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 41918 members 
Entering Unmasked Estep 
Score: -5350672.500000 Penalty: 5305.375488
	Iteration 53Q: 3 clusters Score -5350672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 41918 members 
Entering Unmasked Estep 
Score: -5350671.000000 Penalty: 5305.375488
	Iteration 54Q: 3 clusters Score -5350671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 41916 members 
Entering Unmasked Estep 
Score: -5350671.500000 Penalty: 5305.375488
	Iteration 55Q: 3 clusters Score -5350672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 41916 members 
Entering Unmasked Estep 
Score: -5350671.500000 Penalty: 5305.375488
	Iteration 56F: 3 clusters Score -5350672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (67919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67919 members 
Entering Unmasked Estep 
Score: -7570800.000000 Penalty: 2759.265625
	Iteration 0F: 2 clusters Score -7570800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33963 members 
Mstep: Class 2 contains 33956 members 
Entering Unmasked Estep 
Score: -7525518.500000 Penalty: 5518.531250
	Iteration 0F: 3 clusters Score -7525518 nChanged 31608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34771 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -7545568.000000 Penalty: 5518.531250
	Iteration 1F: 3 clusters Score -7545568 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34805 members 
Mstep: Class 2 contains 33114 members 
Entering Unmasked Estep 
Score: -7548233.000000 Penalty: 5518.531250
	Iteration 2F: 3 clusters Score -7548233 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -7550659.500000 Penalty: 5518.531250
	Iteration 3F: 3 clusters Score -7550660 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34138 members 
Mstep: Class 2 contains 33781 members 
Entering Unmasked Estep 
Score: -7552758.000000 Penalty: 5518.531250
	Iteration 4F: 3 clusters Score -7552758 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33516 members 
Mstep: Class 2 contains 34403 members 
Entering Unmasked Estep 
Score: -7554352.500000 Penalty: 5518.531250
	Iteration 5F: 3 clusters Score -7554352 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32848 members 
Mstep: Class 2 contains 35071 members 
Entering Unmasked Estep 
Score: -7555553.500000 Penalty: 5518.531250
	Iteration 6Q: 3 clusters Score -7555554 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32053 members 
Mstep: Class 2 contains 35866 members 
Entering Unmasked Estep 
Score: -7556457.500000 Penalty: 5518.531250
	Iteration 7Q: 3 clusters Score -7556458 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31186 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -7557109.500000 Penalty: 5518.531250
	Iteration 8Q: 3 clusters Score -7557110 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -7557696.000000 Penalty: 5518.531250
	Iteration 9Q: 3 clusters Score -7557696 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28996 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -7558175.000000 Penalty: 5518.531250
	Iteration 10Q: 3 clusters Score -7558175 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 40248 members 
Entering Unmasked Estep 
Score: -7558607.500000 Penalty: 5518.531250
	Iteration 11Q: 3 clusters Score -7558608 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 41675 members 
Entering Unmasked Estep 
Score: -7559152.500000 Penalty: 5518.531250
	Iteration 12Q: 3 clusters Score -7559152 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 43277 members 
Entering Unmasked Estep 
Score: -7559652.500000 Penalty: 5518.531250
	Iteration 13Q: 3 clusters Score -7559652 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 45063 members 
Entering Unmasked Estep 
Score: -7560336.000000 Penalty: 5518.531250
	Iteration 14Q: 3 clusters Score -7560336 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 47095 members 
Entering Unmasked Estep 
Score: -7561080.000000 Penalty: 5518.531250
	Iteration 15Q: 3 clusters Score -7561080 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 49405 members 
Entering Unmasked Estep 
Score: -7562153.000000 Penalty: 5518.531250
	Iteration 16Q: 3 clusters Score -7562153 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 51784 members 
Entering Unmasked Estep 
Score: -7563293.000000 Penalty: 5518.531250
	Iteration 17Q: 3 clusters Score -7563293 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 54144 members 
Entering Unmasked Estep 
Score: -7564573.000000 Penalty: 5518.531250
	Iteration 18Q: 3 clusters Score -7564573 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 56422 members 
Entering Unmasked Estep 
Score: -7565848.000000 Penalty: 5518.531250
	Iteration 19Q: 3 clusters Score -7565848 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 58501 members 
Entering Unmasked Estep 
Score: -7567058.000000 Penalty: 5518.531250
	Iteration 20F: 3 clusters Score -7567058 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 60294 members 
Entering Unmasked Estep 
Score: -7568314.000000 Penalty: 5518.531250
	Iteration 21Q: 3 clusters Score -7568314 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 61656 members 
Entering Unmasked Estep 
Score: -7569323.500000 Penalty: 5518.531250
	Iteration 22Q: 3 clusters Score -7569324 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 62620 members 
Entering Unmasked Estep 
Score: -7570034.000000 Penalty: 5518.531250
	Iteration 23Q: 3 clusters Score -7570034 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 63274 members 
Entering Unmasked Estep 
Score: -7570579.000000 Penalty: 5518.531250
	Iteration 24Q: 3 clusters Score -7570579 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 63756 members 
Entering Unmasked Estep 
Score: -7571044.000000 Penalty: 5518.531250
	Iteration 25Q: 3 clusters Score -7571044 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 64065 members 
Entering Unmasked Estep 
Score: -7571339.000000 Penalty: 5518.531250
	Iteration 26Q: 3 clusters Score -7571339 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 64260 members 
Entering Unmasked Estep 
Score: -7571549.000000 Penalty: 5518.531250
	Iteration 27Q: 3 clusters Score -7571549 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 64375 members 
Entering Unmasked Estep 
Score: -7571658.500000 Penalty: 5518.531250
	Iteration 28Q: 3 clusters Score -7571658 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 64459 members 
Entering Unmasked Estep 
Score: -7571720.000000 Penalty: 5518.531250
	Iteration 29Q: 3 clusters Score -7571720 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 64529 members 
Entering Unmasked Estep 
Score: -7571796.000000 Penalty: 5518.531250
	Iteration 30Q: 3 clusters Score -7571796 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 64564 members 
Entering Unmasked Estep 
Score: -7571815.500000 Penalty: 5518.531250
	Iteration 31Q: 3 clusters Score -7571816 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 64598 members 
Entering Unmasked Estep 
Score: -7571844.500000 Penalty: 5518.531250
	Iteration 32Q: 3 clusters Score -7571844 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 64612 members 
Entering Unmasked Estep 
Score: -7571865.000000 Penalty: 5518.531250
	Iteration 33Q: 3 clusters Score -7571865 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 64632 members 
Entering Unmasked Estep 
Score: -7571850.500000 Penalty: 5518.531250
	Iteration 34Q: 3 clusters Score -7571850 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 64648 members 
Entering Unmasked Estep 
Score: -7571870.000000 Penalty: 5518.531250
	Iteration 35Q: 3 clusters Score -7571870 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 64665 members 
Entering Unmasked Estep 
Score: -7571892.000000 Penalty: 5518.531250
	Iteration 36Q: 3 clusters Score -7571892 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 64684 members 
Entering Unmasked Estep 
Score: -7571879.500000 Penalty: 5518.531250
	Iteration 37Q: 3 clusters Score -7571880 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 64691 members 
Entering Unmasked Estep 
Score: -7571890.500000 Penalty: 5518.531250
	Iteration 38Q: 3 clusters Score -7571890 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 64702 members 
Entering Unmasked Estep 
Score: -7571920.500000 Penalty: 5518.531250
	Iteration 39Q: 3 clusters Score -7571920 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 64721 members 
Entering Unmasked Estep 
Score: -7571942.000000 Penalty: 5518.531250
	Iteration 40F: 3 clusters Score -7571942 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 64733 members 
Entering Unmasked Estep 
Score: -7571938.500000 Penalty: 5518.531250
	Iteration 41Q: 3 clusters Score -7571938 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 64743 members 
Entering Unmasked Estep 
Score: -7571950.500000 Penalty: 5518.531250
	Iteration 42Q: 3 clusters Score -7571950 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 64760 members 
Entering Unmasked Estep 
Score: -7571965.000000 Penalty: 5518.531250
	Iteration 43Q: 3 clusters Score -7571965 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 64774 members 
Entering Unmasked Estep 
Score: -7571956.500000 Penalty: 5518.531250
	Iteration 44Q: 3 clusters Score -7571956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 64783 members 
Entering Unmasked Estep 
Score: -7571966.500000 Penalty: 5518.531250
	Iteration 45Q: 3 clusters Score -7571966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 64789 members 
Entering Unmasked Estep 
Score: -7571975.500000 Penalty: 5518.531250
	Iteration 46Q: 3 clusters Score -7571976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 64790 members 
Entering Unmasked Estep 
Score: -7571973.500000 Penalty: 5518.531250
	Iteration 47Q: 3 clusters Score -7571974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 64789 members 
Entering Unmasked Estep 
Score: -7571965.500000 Penalty: 5518.531250
	Iteration 48Q: 3 clusters Score -7571966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 64789 members 
Entering Unmasked Estep 
Score: -7571959.500000 Penalty: 5518.531250
	Iteration 49Q: 3 clusters Score -7571960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 64792 members 
Entering Unmasked Estep 
Score: -7571962.500000 Penalty: 5518.531250
	Iteration 50Q: 3 clusters Score -7571962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 64792 members 
Entering Unmasked Estep 
Score: -7571962.500000 Penalty: 5518.531250
	Iteration 51F: 3 clusters Score -7571962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 8352 members 
Mstep: Class 3 contains 17706 members 
Mstep: Class 4 contains 196770 members 
Mstep: Class 5 contains 263713 members 
Mstep: Class 6 contains 9025 members 
Mstep: Class 7 contains 287480 members 
Mstep: Class 8 contains 14529 members 
Mstep: Class 9 contains 16946 members 
Mstep: Class 10 contains 13600 members 
Mstep: Class 11 contains 8887 members 
Mstep: Class 12 contains 15236 members 
Mstep: Class 13 contains 1367 members 
Mstep: Class 14 contains 2746 members 
Mstep: Class 15 contains 248832 members 
Mstep: Class 16 contains 180849 members 
Mstep: Class 17 contains 87126 members 
Mstep: Class 18 contains 89601 members 
Mstep: Class 19 contains 29034 members 
Mstep: Class 20 contains 234307 members 
Mstep: Class 21 contains 44193 members 
Mstep: Class 22 contains 3127 members 
Mstep: Class 23 contains 25673 members 
Mstep: Class 24 contains 28762 members 
Mstep: Class 25 contains 1413 members 
Mstep: Class 26 contains 12816 members 
Mstep: Class 27 contains 8160 members 
Mstep: Class 28 contains 43228 members 
Mstep: Class 29 contains 12897 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 8827 members 
Mstep: Class 32 contains 3547 members 
Mstep: Class 33 contains 64792 members 
Entering Unmasked Estep 
Score: -235424416.000000 Penalty: 118698.507812
Splitting cluster 22 changes total score from -235424560.000000 to -235424416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (25673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25673 members 
Entering Unmasked Estep 
Score: -2953195.750000 Penalty: 2517.992432
	Iteration 0F: 2 clusters Score -2953196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -2935351.250000 Penalty: 5035.984863
	Iteration 0F: 3 clusters Score -2935351 nChanged 11538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -2941816.500000 Penalty: 5035.984863
	Iteration 1F: 3 clusters Score -2941816 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -2942759.250000 Penalty: 5035.984863
	Iteration 2F: 3 clusters Score -2942759 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -2944281.000000 Penalty: 5035.984863
	Iteration 3F: 3 clusters Score -2944281 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -2946820.000000 Penalty: 5035.984863
	Iteration 4F: 3 clusters Score -2946820 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -2950035.000000 Penalty: 5035.984863
	Iteration 5F: 3 clusters Score -2950035 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -2952290.000000 Penalty: 5035.984863
	Iteration 6F: 3 clusters Score -2952290 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -2953311.500000 Penalty: 5035.984863
	Iteration 7F: 3 clusters Score -2953312 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -2953700.250000 Penalty: 5035.984863
	Iteration 8Q: 3 clusters Score -2953700 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -2953822.500000 Penalty: 5035.984863
	Iteration 9Q: 3 clusters Score -2953822 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -2953875.000000 Penalty: 5035.984863
	Iteration 10Q: 3 clusters Score -2953875 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -2953914.500000 Penalty: 5035.984863
	Iteration 11Q: 3 clusters Score -2953914 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -2953943.000000 Penalty: 5035.984863
	Iteration 12Q: 3 clusters Score -2953943 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -2953948.000000 Penalty: 5035.984863
	Iteration 13Q: 3 clusters Score -2953948 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -2953947.000000 Penalty: 5035.984863
	Iteration 14Q: 3 clusters Score -2953947 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -2953951.250000 Penalty: 5035.984863
	Iteration 15Q: 3 clusters Score -2953951 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -2953961.250000 Penalty: 5035.984863
	Iteration 16Q: 3 clusters Score -2953961 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -2953965.750000 Penalty: 5035.984863
	Iteration 17Q: 3 clusters Score -2953966 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -2953960.500000 Penalty: 5035.984863
	Iteration 18Q: 3 clusters Score -2953960 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -2953969.500000 Penalty: 5035.984863
	Iteration 19Q: 3 clusters Score -2953970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -2953973.250000 Penalty: 5035.984863
	Iteration 20F: 3 clusters Score -2953973 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -2953974.000000 Penalty: 5035.984863
	Iteration 21Q: 3 clusters Score -2953974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -2953969.500000 Penalty: 5035.984863
	Iteration 22Q: 3 clusters Score -2953970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -2953976.250000 Penalty: 5035.984863
	Iteration 23Q: 3 clusters Score -2953976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -2953976.750000 Penalty: 5035.984863
	Iteration 24Q: 3 clusters Score -2953977 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -2953982.250000 Penalty: 5035.984863
	Iteration 25Q: 3 clusters Score -2953982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -2953983.500000 Penalty: 5035.984863
	Iteration 26Q: 3 clusters Score -2953984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -2953981.000000 Penalty: 5035.984863
	Iteration 27Q: 3 clusters Score -2953981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -2953982.000000 Penalty: 5035.984863
	Iteration 28Q: 3 clusters Score -2953982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -2953980.750000 Penalty: 5035.984863
	Iteration 29Q: 3 clusters Score -2953981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -2953980.750000 Penalty: 5035.984863
	Iteration 30Q: 3 clusters Score -2953981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -2953982.500000 Penalty: 5035.984863
	Iteration 31Q: 3 clusters Score -2953982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -2953983.500000 Penalty: 5035.984863
	Iteration 32Q: 3 clusters Score -2953984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -2953983.500000 Penalty: 5035.984863
	Iteration 33F: 3 clusters Score -2953984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 8352 members 
Mstep: Class 3 contains 17706 members 
Mstep: Class 4 contains 196770 members 
Mstep: Class 5 contains 263713 members 
Mstep: Class 6 contains 9025 members 
Mstep: Class 7 contains 287480 members 
Mstep: Class 8 contains 14529 members 
Mstep: Class 9 contains 16946 members 
Mstep: Class 10 contains 13600 members 
Mstep: Class 11 contains 8887 members 
Mstep: Class 12 contains 15236 members 
Mstep: Class 13 contains 1367 members 
Mstep: Class 14 contains 2746 members 
Mstep: Class 15 contains 248832 members 
Mstep: Class 16 contains 180849 members 
Mstep: Class 17 contains 87126 members 
Mstep: Class 18 contains 89601 members 
Mstep: Class 19 contains 29034 members 
Mstep: Class 20 contains 234307 members 
Mstep: Class 21 contains 44193 members 
Mstep: Class 22 contains 67919 members 
Mstep: Class 23 contains 8628 members 
Mstep: Class 24 contains 28762 members 
Mstep: Class 25 contains 1413 members 
Mstep: Class 26 contains 12816 members 
Mstep: Class 27 contains 8160 members 
Mstep: Class 28 contains 43228 members 
Mstep: Class 29 contains 12897 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 8827 members 
Mstep: Class 32 contains 3547 members 
Mstep: Class 33 contains 17045 members 
Entering Unmasked Estep 
Score: -235424544.000000 Penalty: 118698.507812
Splitting cluster 23 changes total score from -235424560.000000 to -235424544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (28762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Entering Unmasked Estep 
Score: -3511002.250000 Penalty: 2546.168945
	Iteration 0F: 2 clusters Score -3511002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -3491439.000000 Penalty: 5092.337891
	Iteration 0F: 3 clusters Score -3491439 nChanged 12865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -3498305.000000 Penalty: 5092.337891
	Iteration 1F: 3 clusters Score -3498305 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -3498862.250000 Penalty: 5092.337891
	Iteration 2F: 3 clusters Score -3498862 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -3499594.250000 Penalty: 5092.337891
	Iteration 3F: 3 clusters Score -3499594 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -3500672.250000 Penalty: 5092.337891
	Iteration 4F: 3 clusters Score -3500672 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -3502158.500000 Penalty: 5092.337891
	Iteration 5F: 3 clusters Score -3502158 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -3503867.250000 Penalty: 5092.337891
	Iteration 6F: 3 clusters Score -3503867 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -3505423.250000 Penalty: 5092.337891
	Iteration 7F: 3 clusters Score -3505423 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -3506716.250000 Penalty: 5092.337891
	Iteration 8F: 3 clusters Score -3506716 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -3507744.500000 Penalty: 5092.337891
	Iteration 9F: 3 clusters Score -3507744 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -3508521.500000 Penalty: 5092.337891
	Iteration 10Q: 3 clusters Score -3508522 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -3509049.250000 Penalty: 5092.337891
	Iteration 11Q: 3 clusters Score -3509049 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -3509451.000000 Penalty: 5092.337891
	Iteration 12Q: 3 clusters Score -3509451 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -3509760.500000 Penalty: 5092.337891
	Iteration 13Q: 3 clusters Score -3509760 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -3509994.000000 Penalty: 5092.337891
	Iteration 14Q: 3 clusters Score -3509994 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -3510161.500000 Penalty: 5092.337891
	Iteration 15Q: 3 clusters Score -3510162 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -3510266.000000 Penalty: 5092.337891
	Iteration 16Q: 3 clusters Score -3510266 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -3510333.750000 Penalty: 5092.337891
	Iteration 17Q: 3 clusters Score -3510334 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -3510384.250000 Penalty: 5092.337891
	Iteration 18Q: 3 clusters Score -3510384 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -3510413.500000 Penalty: 5092.337891
	Iteration 19Q: 3 clusters Score -3510414 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
Score: -3510446.750000 Penalty: 5092.337891
	Iteration 20F: 3 clusters Score -3510447 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -3510461.250000 Penalty: 5092.337891
	Iteration 21Q: 3 clusters Score -3510461 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -3510457.500000 Penalty: 5092.337891
	Iteration 22Q: 3 clusters Score -3510458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -3510470.000000 Penalty: 5092.337891
	Iteration 23Q: 3 clusters Score -3510470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -3510472.000000 Penalty: 5092.337891
	Iteration 24Q: 3 clusters Score -3510472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -3510479.250000 Penalty: 5092.337891
	Iteration 25Q: 3 clusters Score -3510479 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -3510481.250000 Penalty: 5092.337891
	Iteration 26Q: 3 clusters Score -3510481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -3510478.750000 Penalty: 5092.337891
	Iteration 27Q: 3 clusters Score -3510479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -3510479.500000 Penalty: 5092.337891
	Iteration 28Q: 3 clusters Score -3510480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -3510481.750000 Penalty: 5092.337891
	Iteration 29Q: 3 clusters Score -3510482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -3510487.250000 Penalty: 5092.337891
	Iteration 30Q: 3 clusters Score -3510487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -3510488.500000 Penalty: 5092.337891
	Iteration 31Q: 3 clusters Score -3510488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -3510484.500000 Penalty: 5092.337891
	Iteration 32Q: 3 clusters Score -3510484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 27663 members 
Entering Unmasked Estep 
Score: -3510486.750000 Penalty: 5092.337891
	Iteration 33Q: 3 clusters Score -3510487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 27665 members 
Entering Unmasked Estep 
Score: -3510487.750000 Penalty: 5092.337891
	Iteration 34Q: 3 clusters Score -3510488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 27667 members 
Entering Unmasked Estep 
Score: -3510484.750000 Penalty: 5092.337891
	Iteration 35Q: 3 clusters Score -3510485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -3510487.750000 Penalty: 5092.337891
	Iteration 36Q: 3 clusters Score -3510488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -3510489.000000 Penalty: 5092.337891
	Iteration 37Q: 3 clusters Score -3510489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -3510486.250000 Penalty: 5092.337891
	Iteration 38Q: 3 clusters Score -3510486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 27676 members 
Entering Unmasked Estep 
Score: -3510484.250000 Penalty: 5092.337891
	Iteration 39Q: 3 clusters Score -3510484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 27676 members 
Entering Unmasked Estep 
Score: -3510484.250000 Penalty: 5092.337891
	Iteration 40F: 3 clusters Score -3510484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Entering Unmasked Estep 
Score: -141540.734375 Penalty: 1798.860718
	Iteration 0F: 2 clusters Score -141540.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -139674.687500 Penalty: 3597.721436
	Iteration 0F: 3 clusters Score -139674.7 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -140708.625000 Penalty: 3597.721436
	Iteration 1F: 3 clusters Score -140708.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -141223.968750 Penalty: 3597.721436
	Iteration 2F: 3 clusters Score -141224 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -141603.562500 Penalty: 3597.721436
	Iteration 3F: 3 clusters Score -141603.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -141806.093750 Penalty: 3597.721436
	Iteration 4F: 3 clusters Score -141806.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -141866.921875 Penalty: 3597.721436
	Iteration 5Q: 3 clusters Score -141866.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -141968.890625 Penalty: 3597.721436
	Iteration 6Q: 3 clusters Score -141968.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -142061.984375 Penalty: 3597.721436
	Iteration 7Q: 3 clusters Score -142062 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -142148.796875 Penalty: 3597.721436
	Iteration 8Q: 3 clusters Score -142148.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -142235.828125 Penalty: 3597.721436
	Iteration 9Q: 3 clusters Score -142235.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -142288.406250 Penalty: 3597.721436
	Iteration 10Q: 3 clusters Score -142288.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -142312.406250 Penalty: 3597.721436
	Iteration 11Q: 3 clusters Score -142312.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -142325.859375 Penalty: 3597.721436
	Iteration 12Q: 3 clusters Score -142325.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -142347.890625 Penalty: 3597.721436
	Iteration 13Q: 3 clusters Score -142347.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -142373.500000 Penalty: 3597.721436
	Iteration 14Q: 3 clusters Score -142373.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -142429.593750 Penalty: 3597.721436
	Iteration 15Q: 3 clusters Score -142429.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -142487.343750 Penalty: 3597.721436
	Iteration 16Q: 3 clusters Score -142487.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -142518.921875 Penalty: 3597.721436
	Iteration 17Q: 3 clusters Score -142518.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -142546.078125 Penalty: 3597.721436
	Iteration 18Q: 3 clusters Score -142546.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -142552.531250 Penalty: 3597.721436
	Iteration 19Q: 3 clusters Score -142552.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -142552.546875 Penalty: 3597.721436
	Iteration 20F: 3 clusters Score -142552.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -142557.203125 Penalty: 3597.721436
	Iteration 21Q: 3 clusters Score -142557.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -142557.203125 Penalty: 3597.721436
	Iteration 22F: 3 clusters Score -142557.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 8352 members 
Mstep: Class 3 contains 17706 members 
Mstep: Class 4 contains 196770 members 
Mstep: Class 5 contains 263713 members 
Mstep: Class 6 contains 9025 members 
Mstep: Class 7 contains 287480 members 
Mstep: Class 8 contains 14529 members 
Mstep: Class 9 contains 16946 members 
Mstep: Class 10 contains 13600 members 
Mstep: Class 11 contains 8887 members 
Mstep: Class 12 contains 15236 members 
Mstep: Class 13 contains 1367 members 
Mstep: Class 14 contains 2746 members 
Mstep: Class 15 contains 248832 members 
Mstep: Class 16 contains 180849 members 
Mstep: Class 17 contains 87126 members 
Mstep: Class 18 contains 89601 members 
Mstep: Class 19 contains 29034 members 
Mstep: Class 20 contains 234307 members 
Mstep: Class 21 contains 44193 members 
Mstep: Class 22 contains 67919 members 
Mstep: Class 23 contains 25673 members 
Mstep: Class 24 contains 28762 members 
Mstep: Class 25 contains 907 members 
Mstep: Class 26 contains 12816 members 
Mstep: Class 27 contains 8160 members 
Mstep: Class 28 contains 43228 members 
Mstep: Class 29 contains 12897 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 8827 members 
Mstep: Class 32 contains 3547 members 
Mstep: Class 33 contains 506 members 
Entering Unmasked Estep 
Score: -235424048.000000 Penalty: 118698.507812
Splitting cluster 25 changes total score from -235424560.000000 to -235424048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (12816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Entering Unmasked Estep 
Score: -1538841.375000 Penalty: 2345.695557
	Iteration 0F: 2 clusters Score -1538841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1529377.000000 Penalty: 4691.391113
	Iteration 0F: 3 clusters Score -1529377 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1532366.500000 Penalty: 4691.391113
	Iteration 1F: 3 clusters Score -1532366 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1532724.000000 Penalty: 4691.391113
	Iteration 2F: 3 clusters Score -1532724 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1533025.125000 Penalty: 4691.391113
	Iteration 3F: 3 clusters Score -1533025 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1533286.250000 Penalty: 4691.391113
	Iteration 4Q: 3 clusters Score -1533286 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1533511.625000 Penalty: 4691.391113
	Iteration 5Q: 3 clusters Score -1533512 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1533809.500000 Penalty: 4691.391113
	Iteration 6Q: 3 clusters Score -1533810 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1534101.000000 Penalty: 4691.391113
	Iteration 7Q: 3 clusters Score -1534101 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1534462.250000 Penalty: 4691.391113
	Iteration 8Q: 3 clusters Score -1534462 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1534899.250000 Penalty: 4691.391113
	Iteration 9Q: 3 clusters Score -1534899 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1535342.250000 Penalty: 4691.391113
	Iteration 10Q: 3 clusters Score -1535342 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1535729.000000 Penalty: 4691.391113
	Iteration 11Q: 3 clusters Score -1535729 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1536043.000000 Penalty: 4691.391113
	Iteration 12Q: 3 clusters Score -1536043 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1536240.500000 Penalty: 4691.391113
	Iteration 13Q: 3 clusters Score -1536240 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1536356.875000 Penalty: 4691.391113
	Iteration 14Q: 3 clusters Score -1536357 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1536423.500000 Penalty: 4691.391113
	Iteration 15Q: 3 clusters Score -1536424 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1536458.625000 Penalty: 4691.391113
	Iteration 16Q: 3 clusters Score -1536459 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1536480.250000 Penalty: 4691.391113
	Iteration 17Q: 3 clusters Score -1536480 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1536505.000000 Penalty: 4691.391113
	Iteration 18Q: 3 clusters Score -1536505 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1536513.875000 Penalty: 4691.391113
	Iteration 19Q: 3 clusters Score -1536514 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1536523.250000 Penalty: 4691.391113
	Iteration 20F: 3 clusters Score -1536523 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1536528.875000 Penalty: 4691.391113
	Iteration 21Q: 3 clusters Score -1536529 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1536544.250000 Penalty: 4691.391113
	Iteration 22Q: 3 clusters Score -1536544 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1536558.750000 Penalty: 4691.391113
	Iteration 23Q: 3 clusters Score -1536559 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1536563.875000 Penalty: 4691.391113
	Iteration 24Q: 3 clusters Score -1536564 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1536569.750000 Penalty: 4691.391113
	Iteration 25Q: 3 clusters Score -1536570 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1536574.250000 Penalty: 4691.391113
	Iteration 26Q: 3 clusters Score -1536574 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1536575.250000 Penalty: 4691.391113
	Iteration 27Q: 3 clusters Score -1536575 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1536582.500000 Penalty: 4691.391113
	Iteration 28Q: 3 clusters Score -1536582 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1536585.500000 Penalty: 4691.391113
	Iteration 29Q: 3 clusters Score -1536586 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1536592.125000 Penalty: 4691.391113
	Iteration 30Q: 3 clusters Score -1536592 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1536592.250000 Penalty: 4691.391113
	Iteration 31Q: 3 clusters Score -1536592 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1536590.875000 Penalty: 4691.391113
	Iteration 32Q: 3 clusters Score -1536591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1536594.500000 Penalty: 4691.391113
	Iteration 33Q: 3 clusters Score -1536594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1536598.500000 Penalty: 4691.391113
	Iteration 34Q: 3 clusters Score -1536598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1536601.375000 Penalty: 4691.391113
	Iteration 35Q: 3 clusters Score -1536601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1536603.125000 Penalty: 4691.391113
	Iteration 36Q: 3 clusters Score -1536603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1536600.375000 Penalty: 4691.391113
	Iteration 37Q: 3 clusters Score -1536600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1536602.375000 Penalty: 4691.391113
	Iteration 38Q: 3 clusters Score -1536602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1536605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1536604.750000 Penalty: 4691.391113
	Iteration 40F: 3 clusters Score -1536605 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1536607 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1536608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1536607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1536606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1536609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1536610.500000 Penalty: 4691.391113
	Iteration 46Q: 3 clusters Score -1536610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1536610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1536612.500000 Penalty: 4691.391113
	Iteration 48Q: 3 clusters Score -1536612 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1536611.875000 Penalty: 4691.391113
	Iteration 49Q: 3 clusters Score -1536612 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1536627 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1536626 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1536631.625000 Penalty: 4691.391113
	Iteration 52Q: 3 clusters Score -1536632 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1536639 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1536646.000000 Penalty: 4691.391113
	Iteration 54Q: 3 clusters Score -1536646 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1536652 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1536655 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1536659 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1536670 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1536680 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1536693 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1536700 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1536710 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1536722 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1536730 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1536738 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1536749 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1536752 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1536771 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1536777 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1536795.625000 Penalty: 4691.391113
	Iteration 70Q: 3 clusters Score -1536796 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1536809.500000 Penalty: 4691.391113
	Iteration 71Q: 3 clusters Score -1536810 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1536818 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1536835 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1536855 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1536866 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1536874 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1536894 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1536908 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1536916.000000 Penalty: 4691.391113
	Iteration 79Q: 3 clusters Score -1536916 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1536922.875000 Penalty: 4691.391113
	Iteration 80F: 3 clusters Score -1536923 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1536931 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1536941.000000 Penalty: 4691.391113
	Iteration 82Q: 3 clusters Score -1536941 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1536954.250000 Penalty: 4691.391113
	Iteration 83Q: 3 clusters Score -1536954 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1536966 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1536980 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1536995 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1536998 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1537008 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1537021 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7949 members 
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	Iteration 90Q: 3 clusters Score -1537034 nChanged 45
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Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1537043 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1537053 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1537067 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1537077 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1537082 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1537091 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1537103.750000 Penalty: 4691.391113
	Iteration 97Q: 3 clusters Score -1537104 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1537109.875000 Penalty: 4691.391113
	Iteration 98Q: 3 clusters Score -1537110 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1537124 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1537125 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1537135.125000 Penalty: 4691.391113
	Iteration 101Q: 3 clusters Score -1537135 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1537150.125000 Penalty: 4691.391113
	Iteration 102Q: 3 clusters Score -1537150 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1537156.875000 Penalty: 4691.391113
	Iteration 103Q: 3 clusters Score -1537157 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1537171.875000 Penalty: 4691.391113
	Iteration 104Q: 3 clusters Score -1537172 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1537184.250000 Penalty: 4691.391113
	Iteration 105Q: 3 clusters Score -1537184 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1537187.000000 Penalty: 4691.391113
	Iteration 106Q: 3 clusters Score -1537187 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1537204.500000 Penalty: 4691.391113
	Iteration 107Q: 3 clusters Score -1537204 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1537221.000000 Penalty: 4691.391113
	Iteration 108Q: 3 clusters Score -1537221 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1537237.500000 Penalty: 4691.391113
	Iteration 109Q: 3 clusters Score -1537238 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1537258.125000 Penalty: 4691.391113
	Iteration 110Q: 3 clusters Score -1537258 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1537280.750000 Penalty: 4691.391113
	Iteration 111Q: 3 clusters Score -1537281 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1537301 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1537334 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1537365 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1537385.000000 Penalty: 4691.391113
	Iteration 115Q: 3 clusters Score -1537385 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1537405 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1537425 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1537446 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1537472.875000 Penalty: 4691.391113
	Iteration 119Q: 3 clusters Score -1537473 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1537504.500000 Penalty: 4691.391113
	Iteration 120F: 3 clusters Score -1537504 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1537536 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1537558.000000 Penalty: 4691.391113
	Iteration 122Q: 3 clusters Score -1537558 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1537579 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1537596.750000 Penalty: 4691.391113
	Iteration 124Q: 3 clusters Score -1537597 nChanged 50
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1537620.250000 Penalty: 4691.391113
	Iteration 125Q: 3 clusters Score -1537620 nChanged 50
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1537626 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1537644.750000 Penalty: 4691.391113
	Iteration 127Q: 3 clusters Score -1537645 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1537660.750000 Penalty: 4691.391113
	Iteration 128Q: 3 clusters Score -1537661 nChanged 41
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1537671 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1537682 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1537691.375000 Penalty: 4691.391113
	Iteration 131Q: 3 clusters Score -1537691 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1537698.125000 Penalty: 4691.391113
	Iteration 132Q: 3 clusters Score -1537698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1537700.875000 Penalty: 4691.391113
	Iteration 133Q: 3 clusters Score -1537701 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1537707.625000 Penalty: 4691.391113
	Iteration 134Q: 3 clusters Score -1537708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1537711.750000 Penalty: 4691.391113
	Iteration 135Q: 3 clusters Score -1537712 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1537722.500000 Penalty: 4691.391113
	Iteration 136Q: 3 clusters Score -1537722 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1537727.875000 Penalty: 4691.391113
	Iteration 137Q: 3 clusters Score -1537728 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1537736.000000 Penalty: 4691.391113
	Iteration 138Q: 3 clusters Score -1537736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1537738.250000 Penalty: 4691.391113
	Iteration 139Q: 3 clusters Score -1537738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1537739.250000 Penalty: 4691.391113
	Iteration 140F: 3 clusters Score -1537739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1537749.000000 Penalty: 4691.391113
	Iteration 141Q: 3 clusters Score -1537749 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1537751.750000 Penalty: 4691.391113
	Iteration 142Q: 3 clusters Score -1537752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1537750.750000 Penalty: 4691.391113
	Iteration 143Q: 3 clusters Score -1537751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1537751.000000 Penalty: 4691.391113
	Iteration 144Q: 3 clusters Score -1537751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1537753.875000 Penalty: 4691.391113
	Iteration 145Q: 3 clusters Score -1537754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1537758.000000 Penalty: 4691.391113
	Iteration 146Q: 3 clusters Score -1537758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1537760.375000 Penalty: 4691.391113
	Iteration 147Q: 3 clusters Score -1537760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1537764.375000 Penalty: 4691.391113
	Iteration 148Q: 3 clusters Score -1537764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1537766.750000 Penalty: 4691.391113
	Iteration 149Q: 3 clusters Score -1537767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1537767.625000 Penalty: 4691.391113
	Iteration 150Q: 3 clusters Score -1537768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1537767.875000 Penalty: 4691.391113
	Iteration 151Q: 3 clusters Score -1537768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1537767.625000 Penalty: 4691.391113
	Iteration 152Q: 3 clusters Score -1537768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1537767.625000 Penalty: 4691.391113
	Iteration 153F: 3 clusters Score -1537768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Entering Unmasked Estep 
Score: -955939.812500 Penalty: 2233.735840
	Iteration 0F: 2 clusters Score -955939.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -949414.937500 Penalty: 4467.471680
	Iteration 0F: 3 clusters Score -949414.9 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -951247.000000 Penalty: 4467.471680
	Iteration 1F: 3 clusters Score -951247 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -951587.125000 Penalty: 4467.471680
	Iteration 2F: 3 clusters Score -951587.1 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -951840.500000 Penalty: 4467.471680
	Iteration 3F: 3 clusters Score -951840.5 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -952053.000000 Penalty: 4467.471680
	Iteration 4Q: 3 clusters Score -952053 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -952285.687500 Penalty: 4467.471680
	Iteration 5Q: 3 clusters Score -952285.7 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -952538.937500 Penalty: 4467.471680
	Iteration 6Q: 3 clusters Score -952538.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -952840.625000 Penalty: 4467.471680
	Iteration 7F: 3 clusters Score -952840.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -953117.625000 Penalty: 4467.471680
	Iteration 8Q: 3 clusters Score -953117.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -953410.250000 Penalty: 4467.471680
	Iteration 9Q: 3 clusters Score -953410.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -953666.687500 Penalty: 4467.471680
	Iteration 10Q: 3 clusters Score -953666.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -953889.437500 Penalty: 4467.471680
	Iteration 11Q: 3 clusters Score -953889.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -954044.437500 Penalty: 4467.471680
	Iteration 12Q: 3 clusters Score -954044.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -954149.625000 Penalty: 4467.471680
	Iteration 13Q: 3 clusters Score -954149.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -954231.250000 Penalty: 4467.471680
	Iteration 14Q: 3 clusters Score -954231.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -954302.375000 Penalty: 4467.471680
	Iteration 15Q: 3 clusters Score -954302.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -954335.750000 Penalty: 4467.471680
	Iteration 16Q: 3 clusters Score -954335.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -954370.062500 Penalty: 4467.471680
	Iteration 17Q: 3 clusters Score -954370.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -954396.187500 Penalty: 4467.471680
	Iteration 18Q: 3 clusters Score -954396.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -954412.000000 Penalty: 4467.471680
	Iteration 19Q: 3 clusters Score -954412 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -954429.812500 Penalty: 4467.471680
	Iteration 20F: 3 clusters Score -954429.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -954443.437500 Penalty: 4467.471680
	Iteration 21Q: 3 clusters Score -954443.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -954457.250000 Penalty: 4467.471680
	Iteration 22Q: 3 clusters Score -954457.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -954471.937500 Penalty: 4467.471680
	Iteration 23Q: 3 clusters Score -954471.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -954485.687500 Penalty: 4467.471680
	Iteration 24Q: 3 clusters Score -954485.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -954490.562500 Penalty: 4467.471680
	Iteration 25Q: 3 clusters Score -954490.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -954493.187500 Penalty: 4467.471680
	Iteration 26Q: 3 clusters Score -954493.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -954498.062500 Penalty: 4467.471680
	Iteration 27Q: 3 clusters Score -954498.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -954496.937500 Penalty: 4467.471680
	Iteration 28Q: 3 clusters Score -954496.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -954498.500000 Penalty: 4467.471680
	Iteration 29Q: 3 clusters Score -954498.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -954499.437500 Penalty: 4467.471680
	Iteration 30Q: 3 clusters Score -954499.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -954500.500000 Penalty: 4467.471680
	Iteration 31Q: 3 clusters Score -954500.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -954501.812500 Penalty: 4467.471680
	Iteration 32Q: 3 clusters Score -954501.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -954501.812500 Penalty: 4467.471680
	Iteration 33F: 3 clusters Score -954501.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (43228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43228 members 
Entering Unmasked Estep 
Score: -5268597.500000 Penalty: 2647.212402
	Iteration 0F: 2 clusters Score -5268598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -5239399.000000 Penalty: 5294.424805
	Iteration 0F: 3 clusters Score -5239399 nChanged 19771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -5250226.000000 Penalty: 5294.424805
	Iteration 1F: 3 clusters Score -5250226 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -5250856.500000 Penalty: 5294.424805
	Iteration 2Q: 3 clusters Score -5250856 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -5251577.000000 Penalty: 5294.424805
	Iteration 3Q: 3 clusters Score -5251577 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -5252815.000000 Penalty: 5294.424805
	Iteration 4Q: 3 clusters Score -5252815 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -5254622.500000 Penalty: 5294.424805
	Iteration 5F: 3 clusters Score -5254622 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -5256812.000000 Penalty: 5294.424805
	Iteration 6F: 3 clusters Score -5256812 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -5259019.500000 Penalty: 5294.424805
	Iteration 7F: 3 clusters Score -5259020 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -5260879.000000 Penalty: 5294.424805
	Iteration 8F: 3 clusters Score -5260879 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -5262264.500000 Penalty: 5294.424805
	Iteration 9F: 3 clusters Score -5262264 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -5263384.500000 Penalty: 5294.424805
	Iteration 10Q: 3 clusters Score -5263384 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 33164 members 
Entering Unmasked Estep 
Score: -5264319.000000 Penalty: 5294.424805
	Iteration 11Q: 3 clusters Score -5264319 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 34519 members 
Entering Unmasked Estep 
Score: -5265223.000000 Penalty: 5294.424805
	Iteration 12Q: 3 clusters Score -5265223 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 35800 members 
Entering Unmasked Estep 
Score: -5266035.000000 Penalty: 5294.424805
	Iteration 13Q: 3 clusters Score -5266035 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 36893 members 
Entering Unmasked Estep 
Score: -5266684.500000 Penalty: 5294.424805
	Iteration 14Q: 3 clusters Score -5266684 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 37771 members 
Entering Unmasked Estep 
Score: -5267157.000000 Penalty: 5294.424805
	Iteration 15Q: 3 clusters Score -5267157 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 38450 members 
Entering Unmasked Estep 
Score: -5267531.500000 Penalty: 5294.424805
	Iteration 16Q: 3 clusters Score -5267532 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 39006 members 
Entering Unmasked Estep 
Score: -5267826.000000 Penalty: 5294.424805
	Iteration 17Q: 3 clusters Score -5267826 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 39480 members 
Entering Unmasked Estep 
Score: -5268097.000000 Penalty: 5294.424805
	Iteration 18Q: 3 clusters Score -5268097 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 39869 members 
Entering Unmasked Estep 
Score: -5268259.500000 Penalty: 5294.424805
	Iteration 19Q: 3 clusters Score -5268260 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 40126 members 
Entering Unmasked Estep 
Score: -5268357.500000 Penalty: 5294.424805
	Iteration 20F: 3 clusters Score -5268358 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 40330 members 
Entering Unmasked Estep 
Score: -5268441.500000 Penalty: 5294.424805
	Iteration 21Q: 3 clusters Score -5268442 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 40487 members 
Entering Unmasked Estep 
Score: -5268493.500000 Penalty: 5294.424805
	Iteration 22Q: 3 clusters Score -5268494 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 40624 members 
Entering Unmasked Estep 
Score: -5268532.500000 Penalty: 5294.424805
	Iteration 23Q: 3 clusters Score -5268532 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 40724 members 
Entering Unmasked Estep 
Score: -5268558.000000 Penalty: 5294.424805
	Iteration 24Q: 3 clusters Score -5268558 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 40786 members 
Entering Unmasked Estep 
Score: -5268587.000000 Penalty: 5294.424805
	Iteration 25Q: 3 clusters Score -5268587 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 40844 members 
Entering Unmasked Estep 
Score: -5268592.500000 Penalty: 5294.424805
	Iteration 26Q: 3 clusters Score -5268592 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 40885 members 
Entering Unmasked Estep 
Score: -5268591.500000 Penalty: 5294.424805
	Iteration 27Q: 3 clusters Score -5268592 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 40915 members 
Entering Unmasked Estep 
Score: -5268590.000000 Penalty: 5294.424805
	Iteration 28Q: 3 clusters Score -5268590 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 40940 members 
Entering Unmasked Estep 
Score: -5268592.500000 Penalty: 5294.424805
	Iteration 29Q: 3 clusters Score -5268592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 40955 members 
Entering Unmasked Estep 
Score: -5268594.500000 Penalty: 5294.424805
	Iteration 30Q: 3 clusters Score -5268594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 40965 members 
Entering Unmasked Estep 
Score: -5268591.500000 Penalty: 5294.424805
	Iteration 31Q: 3 clusters Score -5268592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 40975 members 
Entering Unmasked Estep 
Score: -5268600.500000 Penalty: 5294.424805
	Iteration 32Q: 3 clusters Score -5268600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 40982 members 
Entering Unmasked Estep 
Score: -5268609.500000 Penalty: 5294.424805
	Iteration 33Q: 3 clusters Score -5268610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 40992 members 
Entering Unmasked Estep 
Score: -5268602.500000 Penalty: 5294.424805
	Iteration 34Q: 3 clusters Score -5268602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 41004 members 
Entering Unmasked Estep 
Score: -5268614.000000 Penalty: 5294.424805
	Iteration 35Q: 3 clusters Score -5268614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 41019 members 
Entering Unmasked Estep 
Score: -5268622.000000 Penalty: 5294.424805
	Iteration 36Q: 3 clusters Score -5268622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 41032 members 
Entering Unmasked Estep 
Score: -5268624.500000 Penalty: 5294.424805
	Iteration 37Q: 3 clusters Score -5268624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 41037 members 
Entering Unmasked Estep 
Score: -5268628.000000 Penalty: 5294.424805
	Iteration 38Q: 3 clusters Score -5268628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 41042 members 
Entering Unmasked Estep 
Score: -5268625.000000 Penalty: 5294.424805
	Iteration 39Q: 3 clusters Score -5268625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 41044 members 
Entering Unmasked Estep 
Score: -5268625.000000 Penalty: 5294.424805
	Iteration 40F: 3 clusters Score -5268625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 41047 members 
Entering Unmasked Estep 
Score: -5268623.000000 Penalty: 5294.424805
	Iteration 41Q: 3 clusters Score -5268623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 41050 members 
Entering Unmasked Estep 
Score: -5268622.500000 Penalty: 5294.424805
	Iteration 42Q: 3 clusters Score -5268622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 41050 members 
Entering Unmasked Estep 
Score: -5268622.500000 Penalty: 5294.424805
	Iteration 43F: 3 clusters Score -5268622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 8352 members 
Mstep: Class 3 contains 17706 members 
Mstep: Class 4 contains 196770 members 
Mstep: Class 5 contains 263713 members 
Mstep: Class 6 contains 9025 members 
Mstep: Class 7 contains 287480 members 
Mstep: Class 8 contains 14529 members 
Mstep: Class 9 contains 16946 members 
Mstep: Class 10 contains 13600 members 
Mstep: Class 11 contains 8887 members 
Mstep: Class 12 contains 15236 members 
Mstep: Class 13 contains 1367 members 
Mstep: Class 14 contains 2746 members 
Mstep: Class 15 contains 248832 members 
Mstep: Class 16 contains 180849 members 
Mstep: Class 17 contains 87126 members 
Mstep: Class 18 contains 89601 members 
Mstep: Class 19 contains 29034 members 
Mstep: Class 20 contains 234307 members 
Mstep: Class 21 contains 44193 members 
Mstep: Class 22 contains 67919 members 
Mstep: Class 23 contains 25673 members 
Mstep: Class 24 contains 28762 members 
Mstep: Class 25 contains 1413 members 
Mstep: Class 26 contains 12816 members 
Mstep: Class 27 contains 8160 members 
Mstep: Class 28 contains 2178 members 
Mstep: Class 29 contains 12897 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 8827 members 
Mstep: Class 32 contains 3547 members 
Mstep: Class 33 contains 41050 members 
Entering Unmasked Estep 
Score: -235424832.000000 Penalty: 118698.507812
Splitting cluster 28 changes total score from -235424560.000000 to -235424832.000000
So it's getting split into cluster 33.
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 8352 members 
Mstep: Class 3 contains 17706 members 
Mstep: Class 4 contains 196770 members 
Mstep: Class 5 contains 263713 members 
Mstep: Class 6 contains 9025 members 
Mstep: Class 7 contains 287480 members 
Mstep: Class 8 contains 14529 members 
Mstep: Class 9 contains 16946 members 
Mstep: Class 10 contains 13600 members 
Mstep: Class 11 contains 8887 members 
Mstep: Class 12 contains 15236 members 
Mstep: Class 13 contains 1367 members 
Mstep: Class 14 contains 2746 members 
Mstep: Class 15 contains 248832 members 
Mstep: Class 16 contains 180849 members 
Mstep: Class 17 contains 87126 members 
Mstep: Class 18 contains 89601 members 
Mstep: Class 19 contains 29034 members 
Mstep: Class 20 contains 234307 members 
Mstep: Class 21 contains 44193 members 
Mstep: Class 22 contains 67919 members 
Mstep: Class 23 contains 25673 members 
Mstep: Class 24 contains 28762 members 
Mstep: Class 25 contains 1413 members 
Mstep: Class 26 contains 12816 members 
Mstep: Class 27 contains 8160 members 
Mstep: Class 28 contains 2178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235431440.000000 Penalty: 118698.507812
Iteration 79Q: 34 clusters Score -2.354314e+08 nChanged 15123
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 8737 members 
Mstep: Class 3 contains 17677 members 
Mstep: Class 4 contains 196670 members 
Mstep: Class 5 contains 264360 members 
Mstep: Class 6 contains 9033 members 
Mstep: Class 7 contains 288210 members 
Mstep: Class 8 contains 14655 members 
Mstep: Class 9 contains 17575 members 
Mstep: Class 10 contains 13877 members 
Mstep: Class 11 contains 8898 members 
Mstep: Class 12 contains 15433 members 
Mstep: Class 13 contains 1366 members 
Mstep: Class 14 contains 2758 members 
Mstep: Class 15 contains 248872 members 
Mstep: Class 16 contains 181621 members 
Mstep: Class 17 contains 86333 members 
Mstep: Class 18 contains 89373 members 
Mstep: Class 19 contains 28990 members 
Mstep: Class 20 contains 234025 members 
Mstep: Class 21 contains 44155 members 
Mstep: Class 22 contains 67705 members 
Mstep: Class 23 contains 25705 members 
Mstep: Class 24 contains 29076 members 
Mstep: Class 25 contains 1410 members 
Mstep: Class 26 contains 12847 members 
Mstep: Class 27 contains 8235 members 
Mstep: Class 28 contains 2538 members 
Mstep: Class 29 contains 11874 members 
Mstep: Class 30 contains 832 members 
Mstep: Class 31 contains 7692 members 
Mstep: Class 32 contains 3310 members 
Mstep: Class 33 contains 40498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235438400.000000 Penalty: 118698.507812
Iteration 80F: 34 clusters Score -2.354384e+08 nChanged 13924
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 8799 members 
Mstep: Class 3 contains 17639 members 
Mstep: Class 4 contains 196257 members 
Mstep: Class 5 contains 264577 members 
Mstep: Class 6 contains 9023 members 
Mstep: Class 7 contains 288491 members 
Mstep: Class 8 contains 14514 members 
Mstep: Class 9 contains 18073 members 
Mstep: Class 10 contains 14129 members 
Mstep: Class 11 contains 8871 members 
Mstep: Class 12 contains 15550 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 14 contains 2768 members 
Mstep: Class 15 contains 248804 members 
Mstep: Class 16 contains 181928 members 
Mstep: Class 17 contains 84712 members 
Mstep: Class 18 contains 89030 members 
Mstep: Class 19 contains 28917 members 
Mstep: Class 20 contains 233218 members 
Mstep: Class 21 contains 44052 members 
Mstep: Class 22 contains 66228 members 
Mstep: Class 23 contains 25693 members 
Mstep: Class 24 contains 29323 members 
Mstep: Class 25 contains 1400 members 
Mstep: Class 26 contains 12841 members 
Mstep: Class 27 contains 8290 members 
Mstep: Class 28 contains 2804 members 
Mstep: Class 29 contains 12177 members 
Mstep: Class 30 contains 953 members 
Mstep: Class 31 contains 7850 members 
Mstep: Class 32 contains 4738 members 
Mstep: Class 33 contains 41203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235441616.000000 Penalty: 118698.507812
Iteration 81Q: 34 clusters Score -2.354416e+08 nChanged 11852
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 8814 members 
Mstep: Class 3 contains 17594 members 
Mstep: Class 4 contains 195820 members 
Mstep: Class 5 contains 264792 members 
Mstep: Class 6 contains 9003 members 
Mstep: Class 7 contains 288753 members 
Mstep: Class 8 contains 14293 members 
Mstep: Class 9 contains 18601 members 
Mstep: Class 10 contains 14333 members 
Mstep: Class 11 contains 8866 members 
Mstep: Class 12 contains 15677 members 
Mstep: Class 13 contains 1362 members 
Mstep: Class 14 contains 2778 members 
Mstep: Class 15 contains 248771 members 
Mstep: Class 16 contains 182147 members 
Mstep: Class 17 contains 83132 members 
Mstep: Class 18 contains 88688 members 
Mstep: Class 19 contains 28804 members 
Mstep: Class 20 contains 232541 members 
Mstep: Class 21 contains 43991 members 
Mstep: Class 22 contains 65503 members 
Mstep: Class 23 contains 25679 members 
Mstep: Class 24 contains 29567 members 
Mstep: Class 25 contains 1393 members 
Mstep: Class 26 contains 12840 members 
Mstep: Class 27 contains 8369 members 
Mstep: Class 28 contains 3011 members 
Mstep: Class 29 contains 12341 members 
Mstep: Class 30 contains 1024 members 
Mstep: Class 31 contains 7924 members 
Mstep: Class 32 contains 5869 members 
Mstep: Class 33 contains 41762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235442720.000000 Penalty: 118698.507812
Iteration 82Q: 34 clusters Score -2.354427e+08 nChanged 10115
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 8814 members 
Mstep: Class 3 contains 17560 members 
Mstep: Class 4 contains 195451 members 
Mstep: Class 5 contains 265063 members 
Mstep: Class 6 contains 8977 members 
Mstep: Class 7 contains 288897 members 
Mstep: Class 8 contains 14118 members 
Mstep: Class 9 contains 19070 members 
Mstep: Class 10 contains 14489 members 
Mstep: Class 11 contains 8900 members 
Mstep: Class 12 contains 15761 members 
Mstep: Class 13 contains 1362 members 
Mstep: Class 14 contains 2798 members 
Mstep: Class 15 contains 248691 members 
Mstep: Class 16 contains 182422 members 
Mstep: Class 17 contains 81570 members 
Mstep: Class 18 contains 88383 members 
Mstep: Class 19 contains 28678 members 
Mstep: Class 20 contains 232055 members 
Mstep: Class 21 contains 43928 members 
Mstep: Class 22 contains 65112 members 
Mstep: Class 23 contains 25649 members 
Mstep: Class 24 contains 29780 members 
Mstep: Class 25 contains 1390 members 
Mstep: Class 26 contains 12822 members 
Mstep: Class 27 contains 8459 members 
Mstep: Class 28 contains 3184 members 
Mstep: Class 29 contains 12465 members 
Mstep: Class 30 contains 1083 members 
Mstep: Class 31 contains 7943 members 
Mstep: Class 32 contains 6771 members 
Mstep: Class 33 contains 42263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235443216.000000 Penalty: 118698.507812
Iteration 83Q: 34 clusters Score -2.354432e+08 nChanged 8877
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 8813 members 
Mstep: Class 3 contains 17514 members 
Mstep: Class 4 contains 195056 members 
Mstep: Class 5 contains 265369 members 
Mstep: Class 6 contains 8960 members 
Mstep: Class 7 contains 289030 members 
Mstep: Class 8 contains 13917 members 
Mstep: Class 9 contains 19485 members 
Mstep: Class 10 contains 14601 members 
Mstep: Class 11 contains 8919 members 
Mstep: Class 12 contains 15822 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 2805 members 
Mstep: Class 15 contains 248616 members 
Mstep: Class 16 contains 182714 members 
Mstep: Class 17 contains 80048 members 
Mstep: Class 18 contains 88107 members 
Mstep: Class 19 contains 28525 members 
Mstep: Class 20 contains 231770 members 
Mstep: Class 21 contains 43879 members 
Mstep: Class 22 contains 64905 members 
Mstep: Class 23 contains 25636 members 
Mstep: Class 24 contains 29985 members 
Mstep: Class 25 contains 1391 members 
Mstep: Class 26 contains 12803 members 
Mstep: Class 27 contains 8561 members 
Mstep: Class 28 contains 3344 members 
Mstep: Class 29 contains 12557 members 
Mstep: Class 30 contains 1129 members 
Mstep: Class 31 contains 7884 members 
Mstep: Class 32 contains 7543 members 
Mstep: Class 33 contains 42755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235443248.000000 Penalty: 118698.507812
Iteration 84Q: 34 clusters Score -2.354432e+08 nChanged 8006
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 8798 members 
Mstep: Class 3 contains 17473 members 
Mstep: Class 4 contains 194687 members 
Mstep: Class 5 contains 265758 members 
Mstep: Class 6 contains 8950 members 
Mstep: Class 7 contains 289134 members 
Mstep: Class 8 contains 13744 members 
Mstep: Class 9 contains 19817 members 
Mstep: Class 10 contains 14680 members 
Mstep: Class 11 contains 8991 members 
Mstep: Class 12 contains 15857 members 
Mstep: Class 13 contains 1362 members 
Mstep: Class 14 contains 2807 members 
Mstep: Class 15 contains 248511 members 
Mstep: Class 16 contains 183046 members 
Mstep: Class 17 contains 78494 members 
Mstep: Class 18 contains 87835 members 
Mstep: Class 19 contains 28393 members 
Mstep: Class 20 contains 231566 members 
Mstep: Class 21 contains 43848 members 
Mstep: Class 22 contains 64796 members 
Mstep: Class 23 contains 25615 members 
Mstep: Class 24 contains 30197 members 
Mstep: Class 25 contains 1391 members 
Mstep: Class 26 contains 12821 members 
Mstep: Class 27 contains 8662 members 
Mstep: Class 28 contains 3488 members 
Mstep: Class 29 contains 12620 members 
Mstep: Class 30 contains 1164 members 
Mstep: Class 31 contains 7839 members 
Mstep: Class 32 contains 8123 members 
Mstep: Class 33 contains 43264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235443616.000000 Penalty: 118698.507812
Iteration 85Q: 34 clusters Score -2.354436e+08 nChanged 7234
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 8784 members 
Mstep: Class 3 contains 17433 members 
Mstep: Class 4 contains 194364 members 
Mstep: Class 5 contains 266218 members 
Mstep: Class 6 contains 8947 members 
Mstep: Class 7 contains 289163 members 
Mstep: Class 8 contains 13667 members 
Mstep: Class 9 contains 20089 members 
Mstep: Class 10 contains 14759 members 
Mstep: Class 11 contains 9027 members 
Mstep: Class 12 contains 15901 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 2823 members 
Mstep: Class 15 contains 248400 members 
Mstep: Class 16 contains 183421 members 
Mstep: Class 17 contains 76962 members 
Mstep: Class 18 contains 87587 members 
Mstep: Class 19 contains 28274 members 
Mstep: Class 20 contains 231404 members 
Mstep: Class 21 contains 43794 members 
Mstep: Class 22 contains 64760 members 
Mstep: Class 23 contains 25588 members 
Mstep: Class 24 contains 30374 members 
Mstep: Class 25 contains 1391 members 
Mstep: Class 26 contains 12837 members 
Mstep: Class 27 contains 8749 members 
Mstep: Class 28 contains 3604 members 
Mstep: Class 29 contains 12691 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 7809 members 
Mstep: Class 32 contains 8522 members 
Mstep: Class 33 contains 43779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235443792.000000 Penalty: 118698.507812
Iteration 86Q: 34 clusters Score -2.354438e+08 nChanged 6674
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 8766 members 
Mstep: Class 3 contains 17391 members 
Mstep: Class 4 contains 194065 members 
Mstep: Class 5 contains 266727 members 
Mstep: Class 6 contains 8945 members 
Mstep: Class 7 contains 289138 members 
Mstep: Class 8 contains 13567 members 
Mstep: Class 9 contains 20301 members 
Mstep: Class 10 contains 14821 members 
Mstep: Class 11 contains 9031 members 
Mstep: Class 12 contains 15949 members 
Mstep: Class 13 contains 1362 members 
Mstep: Class 14 contains 2832 members 
Mstep: Class 15 contains 248260 members 
Mstep: Class 16 contains 183739 members 
Mstep: Class 17 contains 75412 members 
Mstep: Class 18 contains 87411 members 
Mstep: Class 19 contains 28166 members 
Mstep: Class 20 contains 231345 members 
Mstep: Class 21 contains 43772 members 
Mstep: Class 22 contains 64834 members 
Mstep: Class 23 contains 25549 members 
Mstep: Class 24 contains 30565 members 
Mstep: Class 25 contains 1391 members 
Mstep: Class 26 contains 12842 members 
Mstep: Class 27 contains 8827 members 
Mstep: Class 28 contains 3701 members 
Mstep: Class 29 contains 12751 members 
Mstep: Class 30 contains 1210 members 
Mstep: Class 31 contains 7766 members 
Mstep: Class 32 contains 8859 members 
Mstep: Class 33 contains 44329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235443584.000000 Penalty: 118698.507812
Iteration 87Q: 34 clusters Score -2.354436e+08 nChanged 6221
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 8752 members 
Mstep: Class 3 contains 17364 members 
Mstep: Class 4 contains 193776 members 
Mstep: Class 5 contains 267265 members 
Mstep: Class 6 contains 8941 members 
Mstep: Class 7 contains 289094 members 
Mstep: Class 8 contains 13507 members 
Mstep: Class 9 contains 20506 members 
Mstep: Class 10 contains 14869 members 
Mstep: Class 11 contains 9040 members 
Mstep: Class 12 contains 15998 members 
Mstep: Class 13 contains 1362 members 
Mstep: Class 14 contains 2837 members 
Mstep: Class 15 contains 248116 members 
Mstep: Class 16 contains 184085 members 
Mstep: Class 17 contains 73853 members 
Mstep: Class 18 contains 87241 members 
Mstep: Class 19 contains 28043 members 
Mstep: Class 20 contains 231363 members 
Mstep: Class 21 contains 43738 members 
Mstep: Class 22 contains 64932 members 
Mstep: Class 23 contains 25523 members 
Mstep: Class 24 contains 30741 members 
Mstep: Class 25 contains 1392 members 
Mstep: Class 26 contains 12842 members 
Mstep: Class 27 contains 8909 members 
Mstep: Class 28 contains 3792 members 
Mstep: Class 29 contains 12791 members 
Mstep: Class 30 contains 1223 members 
Mstep: Class 31 contains 7713 members 
Mstep: Class 32 contains 9125 members 
Mstep: Class 33 contains 44859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235444560.000000 Penalty: 118698.507812
Iteration 88Q: 34 clusters Score -2.354446e+08 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 8742 members 
Mstep: Class 3 contains 17339 members 
Mstep: Class 4 contains 193520 members 
Mstep: Class 5 contains 267872 members 
Mstep: Class 6 contains 8930 members 
Mstep: Class 7 contains 289049 members 
Mstep: Class 8 contains 13476 members 
Mstep: Class 9 contains 20696 members 
Mstep: Class 10 contains 14913 members 
Mstep: Class 11 contains 9058 members 
Mstep: Class 12 contains 16037 members 
Mstep: Class 13 contains 1362 members 
Mstep: Class 14 contains 2845 members 
Mstep: Class 15 contains 247940 members 
Mstep: Class 16 contains 184501 members 
Mstep: Class 17 contains 72210 members 
Mstep: Class 18 contains 87072 members 
Mstep: Class 19 contains 27930 members 
Mstep: Class 20 contains 231399 members 
Mstep: Class 21 contains 43715 members 
Mstep: Class 22 contains 64979 members 
Mstep: Class 23 contains 25495 members 
Mstep: Class 24 contains 30908 members 
Mstep: Class 25 contains 1392 members 
Mstep: Class 26 contains 12853 members 
Mstep: Class 27 contains 8979 members 
Mstep: Class 28 contains 3890 members 
Mstep: Class 29 contains 12815 members 
Mstep: Class 30 contains 1231 members 
Mstep: Class 31 contains 7663 members 
Mstep: Class 32 contains 9335 members 
Mstep: Class 33 contains 45415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235444656.000000 Penalty: 118698.507812
Iteration 89Q: 34 clusters Score -2.354447e+08 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 8736 members 
Mstep: Class 3 contains 17319 members 
Mstep: Class 4 contains 193285 members 
Mstep: Class 5 contains 268536 members 
Mstep: Class 6 contains 8921 members 
Mstep: Class 7 contains 289004 members 
Mstep: Class 8 contains 13482 members 
Mstep: Class 9 contains 20858 members 
Mstep: Class 10 contains 14942 members 
Mstep: Class 11 contains 9064 members 
Mstep: Class 12 contains 16065 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 2856 members 
Mstep: Class 15 contains 247760 members 
Mstep: Class 16 contains 184924 members 
Mstep: Class 17 contains 70532 members 
Mstep: Class 18 contains 86931 members 
Mstep: Class 19 contains 27833 members 
Mstep: Class 20 contains 231492 members 
Mstep: Class 21 contains 43684 members 
Mstep: Class 22 contains 64958 members 
Mstep: Class 23 contains 25477 members 
Mstep: Class 24 contains 31044 members 
Mstep: Class 25 contains 1392 members 
Mstep: Class 26 contains 12866 members 
Mstep: Class 27 contains 9038 members 
Mstep: Class 28 contains 3962 members 
Mstep: Class 29 contains 12821 members 
Mstep: Class 30 contains 1238 members 
Mstep: Class 31 contains 7632 members 
Mstep: Class 32 contains 9507 members 
Mstep: Class 33 contains 46017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235444144.000000 Penalty: 118698.507812
Iteration 90Q: 34 clusters Score -2.354441e+08 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 8729 members 
Mstep: Class 3 contains 17293 members 
Mstep: Class 4 contains 193038 members 
Mstep: Class 5 contains 269210 members 
Mstep: Class 6 contains 8912 members 
Mstep: Class 7 contains 288961 members 
Mstep: Class 8 contains 13458 members 
Mstep: Class 9 contains 21004 members 
Mstep: Class 10 contains 14966 members 
Mstep: Class 11 contains 9081 members 
Mstep: Class 12 contains 16072 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 2866 members 
Mstep: Class 15 contains 247626 members 
Mstep: Class 16 contains 185297 members 
Mstep: Class 17 contains 68909 members 
Mstep: Class 18 contains 86812 members 
Mstep: Class 19 contains 27742 members 
Mstep: Class 20 contains 231624 members 
Mstep: Class 21 contains 43684 members 
Mstep: Class 22 contains 64961 members 
Mstep: Class 23 contains 25458 members 
Mstep: Class 24 contains 31180 members 
Mstep: Class 25 contains 1391 members 
Mstep: Class 26 contains 12857 members 
Mstep: Class 27 contains 9083 members 
Mstep: Class 28 contains 4033 members 
Mstep: Class 29 contains 12833 members 
Mstep: Class 30 contains 1238 members 
Mstep: Class 31 contains 7604 members 
Mstep: Class 32 contains 9638 members 
Mstep: Class 33 contains 46599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235444096.000000 Penalty: 118698.507812
Iteration 91Q: 34 clusters Score -2.354441e+08 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 8726 members 
Mstep: Class 3 contains 17277 members 
Mstep: Class 4 contains 192820 members 
Mstep: Class 5 contains 269869 members 
Mstep: Class 6 contains 8912 members 
Mstep: Class 7 contains 288973 members 
Mstep: Class 8 contains 13420 members 
Mstep: Class 9 contains 21146 members 
Mstep: Class 10 contains 14971 members 
Mstep: Class 11 contains 9064 members 
Mstep: Class 12 contains 16103 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 14 contains 2865 members 
Mstep: Class 15 contains 247515 members 
Mstep: Class 16 contains 185656 members 
Mstep: Class 17 contains 67266 members 
Mstep: Class 18 contains 86692 members 
Mstep: Class 19 contains 27657 members 
Mstep: Class 20 contains 231746 members 
Mstep: Class 21 contains 43679 members 
Mstep: Class 22 contains 64937 members 
Mstep: Class 23 contains 25458 members 
Mstep: Class 24 contains 31316 members 
Mstep: Class 25 contains 1391 members 
Mstep: Class 26 contains 12854 members 
Mstep: Class 27 contains 9130 members 
Mstep: Class 28 contains 4094 members 
Mstep: Class 29 contains 12855 members 
Mstep: Class 30 contains 1241 members 
Mstep: Class 31 contains 7572 members 
Mstep: Class 32 contains 9761 members 
Mstep: Class 33 contains 47172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235444768.000000 Penalty: 118698.507812
Iteration 92Q: 34 clusters Score -2.354448e+08 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 8726 members 
Mstep: Class 3 contains 17255 members 
Mstep: Class 4 contains 192603 members 
Mstep: Class 5 contains 270628 members 
Mstep: Class 6 contains 8911 members 
Mstep: Class 7 contains 288904 members 
Mstep: Class 8 contains 13404 members 
Mstep: Class 9 contains 21272 members 
Mstep: Class 10 contains 14951 members 
Mstep: Class 11 contains 9055 members 
Mstep: Class 12 contains 16118 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 247401 members 
Mstep: Class 16 contains 185974 members 
Mstep: Class 17 contains 65593 members 
Mstep: Class 18 contains 86555 members 
Mstep: Class 19 contains 27572 members 
Mstep: Class 20 contains 231950 members 
Mstep: Class 21 contains 43667 members 
Mstep: Class 22 contains 64930 members 
Mstep: Class 23 contains 25470 members 
Mstep: Class 24 contains 31442 members 
Mstep: Class 25 contains 1391 members 
Mstep: Class 26 contains 12861 members 
Mstep: Class 27 contains 9175 members 
Mstep: Class 28 contains 4166 members 
Mstep: Class 29 contains 12873 members 
Mstep: Class 30 contains 1246 members 
Mstep: Class 31 contains 7525 members 
Mstep: Class 32 contains 9850 members 
Mstep: Class 33 contains 47780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235444432.000000 Penalty: 118698.507812
Iteration 93Q: 34 clusters Score -2.354444e+08 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 8720 members 
Mstep: Class 3 contains 17239 members 
Mstep: Class 4 contains 192350 members 
Mstep: Class 5 contains 271398 members 
Mstep: Class 6 contains 8912 members 
Mstep: Class 7 contains 288823 members 
Mstep: Class 8 contains 13404 members 
Mstep: Class 9 contains 21397 members 
Mstep: Class 10 contains 14947 members 
Mstep: Class 11 contains 9070 members 
Mstep: Class 12 contains 16118 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 14 contains 2879 members 
Mstep: Class 15 contains 247278 members 
Mstep: Class 16 contains 186248 members 
Mstep: Class 17 contains 63895 members 
Mstep: Class 18 contains 86411 members 
Mstep: Class 19 contains 27496 members 
Mstep: Class 20 contains 232166 members 
Mstep: Class 21 contains 43648 members 
Mstep: Class 22 contains 64900 members 
Mstep: Class 23 contains 25501 members 
Mstep: Class 24 contains 31586 members 
Mstep: Class 25 contains 1391 members 
Mstep: Class 26 contains 12885 members 
Mstep: Class 27 contains 9211 members 
Mstep: Class 28 contains 4240 members 
Mstep: Class 29 contains 12882 members 
Mstep: Class 30 contains 1250 members 
Mstep: Class 31 contains 7483 members 
Mstep: Class 32 contains 9939 members 
Mstep: Class 33 contains 48433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235445376.000000 Penalty: 118698.507812
Iteration 94Q: 34 clusters Score -2.354454e+08 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 8717 members 
Mstep: Class 3 contains 17217 members 
Mstep: Class 4 contains 192093 members 
Mstep: Class 5 contains 272158 members 
Mstep: Class 6 contains 8908 members 
Mstep: Class 7 contains 288716 members 
Mstep: Class 8 contains 13416 members 
Mstep: Class 9 contains 21512 members 
Mstep: Class 10 contains 14941 members 
Mstep: Class 11 contains 9086 members 
Mstep: Class 12 contains 16127 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 14 contains 2885 members 
Mstep: Class 15 contains 247169 members 
Mstep: Class 16 contains 186524 members 
Mstep: Class 17 contains 62234 members 
Mstep: Class 18 contains 86297 members 
Mstep: Class 19 contains 27417 members 
Mstep: Class 20 contains 232400 members 
Mstep: Class 21 contains 43634 members 
Mstep: Class 22 contains 64864 members 
Mstep: Class 23 contains 25520 members 
Mstep: Class 24 contains 31705 members 
Mstep: Class 25 contains 1391 members 
Mstep: Class 26 contains 12906 members 
Mstep: Class 27 contains 9250 members 
Mstep: Class 28 contains 4312 members 
Mstep: Class 29 contains 12892 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 7434 members 
Mstep: Class 32 contains 10020 members 
Mstep: Class 33 contains 49086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235445584.000000 Penalty: 118698.507812
Iteration 95Q: 34 clusters Score -2.354456e+08 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 8714 members 
Mstep: Class 3 contains 17196 members 
Mstep: Class 4 contains 191839 members 
Mstep: Class 5 contains 272953 members 
Mstep: Class 6 contains 8905 members 
Mstep: Class 7 contains 288560 members 
Mstep: Class 8 contains 13417 members 
Mstep: Class 9 contains 21611 members 
Mstep: Class 10 contains 14950 members 
Mstep: Class 11 contains 9103 members 
Mstep: Class 12 contains 16130 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 14 contains 2886 members 
Mstep: Class 15 contains 247091 members 
Mstep: Class 16 contains 186881 members 
Mstep: Class 17 contains 60569 members 
Mstep: Class 18 contains 86173 members 
Mstep: Class 19 contains 27341 members 
Mstep: Class 20 contains 232617 members 
Mstep: Class 21 contains 43612 members 
Mstep: Class 22 contains 64833 members 
Mstep: Class 23 contains 25525 members 
Mstep: Class 24 contains 31834 members 
Mstep: Class 25 contains 1391 members 
Mstep: Class 26 contains 12915 members 
Mstep: Class 27 contains 9283 members 
Mstep: Class 28 contains 4374 members 
Mstep: Class 29 contains 12905 members 
Mstep: Class 30 contains 1262 members 
Mstep: Class 31 contains 7379 members 
Mstep: Class 32 contains 10067 members 
Mstep: Class 33 contains 49756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235444992.000000 Penalty: 118698.507812
Iteration 96Q: 34 clusters Score -2.35445e+08 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 8711 members 
Mstep: Class 3 contains 17177 members 
Mstep: Class 4 contains 191594 members 
Mstep: Class 5 contains 273770 members 
Mstep: Class 6 contains 8905 members 
Mstep: Class 7 contains 288331 members 
Mstep: Class 8 contains 13437 members 
Mstep: Class 9 contains 21686 members 
Mstep: Class 10 contains 14956 members 
Mstep: Class 11 contains 9104 members 
Mstep: Class 12 contains 16141 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 14 contains 2886 members 
Mstep: Class 15 contains 247038 members 
Mstep: Class 16 contains 187244 members 
Mstep: Class 17 contains 58962 members 
Mstep: Class 18 contains 86047 members 
Mstep: Class 19 contains 27254 members 
Mstep: Class 20 contains 232871 members 
Mstep: Class 21 contains 43593 members 
Mstep: Class 22 contains 64773 members 
Mstep: Class 23 contains 25524 members 
Mstep: Class 24 contains 31958 members 
Mstep: Class 25 contains 1391 members 
Mstep: Class 26 contains 12912 members 
Mstep: Class 27 contains 9317 members 
Mstep: Class 28 contains 4437 members 
Mstep: Class 29 contains 12908 members 
Mstep: Class 30 contains 1262 members 
Mstep: Class 31 contains 7353 members 
Mstep: Class 32 contains 10108 members 
Mstep: Class 33 contains 50414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235444688.000000 Penalty: 118698.507812
Iteration 97Q: 34 clusters Score -2.354447e+08 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 8711 members 
Mstep: Class 3 contains 17160 members 
Mstep: Class 4 contains 191364 members 
Mstep: Class 5 contains 274596 members 
Mstep: Class 6 contains 8897 members 
Mstep: Class 7 contains 288143 members 
Mstep: Class 8 contains 13452 members 
Mstep: Class 9 contains 21749 members 
Mstep: Class 10 contains 14948 members 
Mstep: Class 11 contains 9106 members 
Mstep: Class 12 contains 16164 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 14 contains 2892 members 
Mstep: Class 15 contains 246983 members 
Mstep: Class 16 contains 187608 members 
Mstep: Class 17 contains 57348 members 
Mstep: Class 18 contains 85959 members 
Mstep: Class 19 contains 27163 members 
Mstep: Class 20 contains 233093 members 
Mstep: Class 21 contains 43564 members 
Mstep: Class 22 contains 64725 members 
Mstep: Class 23 contains 25507 members 
Mstep: Class 24 contains 32085 members 
Mstep: Class 25 contains 1391 members 
Mstep: Class 26 contains 12908 members 
Mstep: Class 27 contains 9351 members 
Mstep: Class 28 contains 4494 members 
Mstep: Class 29 contains 12915 members 
Mstep: Class 30 contains 1268 members 
Mstep: Class 31 contains 7333 members 
Mstep: Class 32 contains 10136 members 
Mstep: Class 33 contains 51043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235445056.000000 Penalty: 118698.507812
Iteration 98Q: 34 clusters Score -2.354451e+08 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 8711 members 
Mstep: Class 3 contains 17144 members 
Mstep: Class 4 contains 191172 members 
Mstep: Class 5 contains 275375 members 
Mstep: Class 6 contains 8890 members 
Mstep: Class 7 contains 287961 members 
Mstep: Class 8 contains 13449 members 
Mstep: Class 9 contains 21821 members 
Mstep: Class 10 contains 14950 members 
Mstep: Class 11 contains 9127 members 
Mstep: Class 12 contains 16172 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 14 contains 2894 members 
Mstep: Class 15 contains 246958 members 
Mstep: Class 16 contains 187916 members 
Mstep: Class 17 contains 55820 members 
Mstep: Class 18 contains 85895 members 
Mstep: Class 19 contains 27087 members 
Mstep: Class 20 contains 233291 members 
Mstep: Class 21 contains 43552 members 
Mstep: Class 22 contains 64629 members 
Mstep: Class 23 contains 25482 members 
Mstep: Class 24 contains 32209 members 
Mstep: Class 25 contains 1391 members 
Mstep: Class 26 contains 12903 members 
Mstep: Class 27 contains 9379 members 
Mstep: Class 28 contains 4551 members 
Mstep: Class 29 contains 12920 members 
Mstep: Class 30 contains 1270 members 
Mstep: Class 31 contains 7331 members 
Mstep: Class 32 contains 10164 members 
Mstep: Class 33 contains 51632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235445136.000000 Penalty: 118698.507812
Iteration 99Q: 34 clusters Score -2.354451e+08 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 8705 members 
Mstep: Class 3 contains 17122 members 
Mstep: Class 4 contains 190994 members 
Mstep: Class 5 contains 276238 members 
Mstep: Class 6 contains 8883 members 
Mstep: Class 7 contains 287822 members 
Mstep: Class 8 contains 13457 members 
Mstep: Class 9 contains 21887 members 
Mstep: Class 10 contains 14959 members 
Mstep: Class 11 contains 9134 members 
Mstep: Class 12 contains 16176 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 14 contains 2897 members 
Mstep: Class 15 contains 246912 members 
Mstep: Class 16 contains 188242 members 
Mstep: Class 17 contains 54271 members 
Mstep: Class 18 contains 85821 members 
Mstep: Class 19 contains 27014 members 
Mstep: Class 20 contains 233474 members 
Mstep: Class 21 contains 43555 members 
Mstep: Class 22 contains 64561 members 
Mstep: Class 23 contains 25463 members 
Mstep: Class 24 contains 32312 members 
Mstep: Class 25 contains 1392 members 
Mstep: Class 26 contains 12894 members 
Mstep: Class 27 contains 9408 members 
Mstep: Class 28 contains 4589 members 
Mstep: Class 29 contains 12927 members 
Mstep: Class 30 contains 1270 members 
Mstep: Class 31 contains 7312 members 
Mstep: Class 32 contains 10187 members 
Mstep: Class 33 contains 52154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235444608.000000 Penalty: 118698.507812
Iteration 100F: 34 clusters Score -2.354446e+08 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 8705 members 
Mstep: Class 3 contains 17099 members 
Mstep: Class 4 contains 190805 members 
Mstep: Class 5 contains 277125 members 
Mstep: Class 6 contains 8880 members 
Mstep: Class 7 contains 287651 members 
Mstep: Class 8 contains 13440 members 
Mstep: Class 9 contains 21947 members 
Mstep: Class 10 contains 14960 members 
Mstep: Class 11 contains 9133 members 
Mstep: Class 12 contains 16182 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 2903 members 
Mstep: Class 15 contains 246859 members 
Mstep: Class 16 contains 188537 members 
Mstep: Class 17 contains 52845 members 
Mstep: Class 18 contains 85747 members 
Mstep: Class 19 contains 26948 members 
Mstep: Class 20 contains 233651 members 
Mstep: Class 21 contains 43551 members 
Mstep: Class 22 contains 64442 members 
Mstep: Class 23 contains 25434 members 
Mstep: Class 24 contains 32409 members 
Mstep: Class 25 contains 1389 members 
Mstep: Class 26 contains 12903 members 
Mstep: Class 27 contains 9427 members 
Mstep: Class 28 contains 4645 members 
Mstep: Class 29 contains 12930 members 
Mstep: Class 30 contains 1318 members 
Mstep: Class 31 contains 7294 members 
Mstep: Class 32 contains 10253 members 
Mstep: Class 33 contains 52611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235444128.000000 Penalty: 118698.507812
Iteration 101Q: 34 clusters Score -2.354441e+08 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 8708 members 
Mstep: Class 3 contains 17078 members 
Mstep: Class 4 contains 190617 members 
Mstep: Class 5 contains 278055 members 
Mstep: Class 6 contains 8878 members 
Mstep: Class 7 contains 287473 members 
Mstep: Class 8 contains 13420 members 
Mstep: Class 9 contains 22014 members 
Mstep: Class 10 contains 14960 members 
Mstep: Class 11 contains 9136 members 
Mstep: Class 12 contains 16194 members 
Mstep: Class 13 contains 1362 members 
Mstep: Class 14 contains 2914 members 
Mstep: Class 15 contains 246826 members 
Mstep: Class 16 contains 188810 members 
Mstep: Class 17 contains 51435 members 
Mstep: Class 18 contains 85680 members 
Mstep: Class 19 contains 26847 members 
Mstep: Class 20 contains 233832 members 
Mstep: Class 21 contains 43540 members 
Mstep: Class 22 contains 64337 members 
Mstep: Class 23 contains 25429 members 
Mstep: Class 24 contains 32483 members 
Mstep: Class 25 contains 1389 members 
Mstep: Class 26 contains 12907 members 
Mstep: Class 27 contains 9438 members 
Mstep: Class 28 contains 4690 members 
Mstep: Class 29 contains 12926 members 
Mstep: Class 30 contains 1336 members 
Mstep: Class 31 contains 7282 members 
Mstep: Class 32 contains 10302 members 
Mstep: Class 33 contains 53076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235444464.000000 Penalty: 118698.507812
Iteration 102Q: 34 clusters Score -2.354445e+08 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 8705 members 
Mstep: Class 3 contains 17062 members 
Mstep: Class 4 contains 190442 members 
Mstep: Class 5 contains 279041 members 
Mstep: Class 6 contains 8875 members 
Mstep: Class 7 contains 287298 members 
Mstep: Class 8 contains 13400 members 
Mstep: Class 9 contains 22060 members 
Mstep: Class 10 contains 14956 members 
Mstep: Class 11 contains 9143 members 
Mstep: Class 12 contains 16192 members 
Mstep: Class 13 contains 1361 members 
Mstep: Class 14 contains 2923 members 
Mstep: Class 15 contains 246797 members 
Mstep: Class 16 contains 189031 members 
Mstep: Class 17 contains 50096 members 
Mstep: Class 18 contains 85625 members 
Mstep: Class 19 contains 26754 members 
Mstep: Class 20 contains 233986 members 
Mstep: Class 21 contains 43535 members 
Mstep: Class 22 contains 64264 members 
Mstep: Class 23 contains 25441 members 
Mstep: Class 24 contains 32564 members 
Mstep: Class 25 contains 1387 members 
Mstep: Class 26 contains 12910 members 
Mstep: Class 27 contains 9451 members 
Mstep: Class 28 contains 4745 members 
Mstep: Class 29 contains 12923 members 
Mstep: Class 30 contains 1349 members 
Mstep: Class 31 contains 7264 members 
Mstep: Class 32 contains 10344 members 
Mstep: Class 33 contains 53441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235444944.000000 Penalty: 118698.507812
Iteration 103Q: 34 clusters Score -2.354449e+08 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 8709 members 
Mstep: Class 3 contains 17050 members 
Mstep: Class 4 contains 190281 members 
Mstep: Class 5 contains 280071 members 
Mstep: Class 6 contains 8873 members 
Mstep: Class 7 contains 287111 members 
Mstep: Class 8 contains 13374 members 
Mstep: Class 9 contains 22104 members 
Mstep: Class 10 contains 14946 members 
Mstep: Class 11 contains 9135 members 
Mstep: Class 12 contains 16208 members 
Mstep: Class 13 contains 1361 members 
Mstep: Class 14 contains 2931 members 
Mstep: Class 15 contains 246758 members 
Mstep: Class 16 contains 189228 members 
Mstep: Class 17 contains 48767 members 
Mstep: Class 18 contains 85564 members 
Mstep: Class 19 contains 26681 members 
Mstep: Class 20 contains 234092 members 
Mstep: Class 21 contains 43531 members 
Mstep: Class 22 contains 64174 members 
Mstep: Class 23 contains 25465 members 
Mstep: Class 24 contains 32649 members 
Mstep: Class 25 contains 1387 members 
Mstep: Class 26 contains 12914 members 
Mstep: Class 27 contains 9465 members 
Mstep: Class 28 contains 4802 members 
Mstep: Class 29 contains 12918 members 
Mstep: Class 30 contains 1358 members 
Mstep: Class 31 contains 7254 members 
Mstep: Class 32 contains 10383 members 
Mstep: Class 33 contains 53811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235444544.000000 Penalty: 118698.507812
Iteration 104Q: 34 clusters Score -2.354445e+08 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 8713 members 
Mstep: Class 3 contains 17030 members 
Mstep: Class 4 contains 190122 members 
Mstep: Class 5 contains 281119 members 
Mstep: Class 6 contains 8880 members 
Mstep: Class 7 contains 287008 members 
Mstep: Class 8 contains 13362 members 
Mstep: Class 9 contains 22145 members 
Mstep: Class 10 contains 14957 members 
Mstep: Class 11 contains 9136 members 
Mstep: Class 12 contains 16221 members 
Mstep: Class 13 contains 1361 members 
Mstep: Class 14 contains 2937 members 
Mstep: Class 15 contains 246706 members 
Mstep: Class 16 contains 189407 members 
Mstep: Class 17 contains 47392 members 
Mstep: Class 18 contains 85514 members 
Mstep: Class 19 contains 26609 members 
Mstep: Class 20 contains 234182 members 
Mstep: Class 21 contains 43542 members 
Mstep: Class 22 contains 64103 members 
Mstep: Class 23 contains 25489 members 
Mstep: Class 24 contains 32737 members 
Mstep: Class 25 contains 1387 members 
Mstep: Class 26 contains 12912 members 
Mstep: Class 27 contains 9478 members 
Mstep: Class 28 contains 4852 members 
Mstep: Class 29 contains 12902 members 
Mstep: Class 30 contains 1365 members 
Mstep: Class 31 contains 7246 members 
Mstep: Class 32 contains 10421 members 
Mstep: Class 33 contains 54111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235444272.000000 Penalty: 118698.507812
Iteration 105Q: 34 clusters Score -2.354443e+08 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 8714 members 
Mstep: Class 3 contains 17020 members 
Mstep: Class 4 contains 189956 members 
Mstep: Class 5 contains 282216 members 
Mstep: Class 6 contains 8888 members 
Mstep: Class 7 contains 286903 members 
Mstep: Class 8 contains 13369 members 
Mstep: Class 9 contains 22181 members 
Mstep: Class 10 contains 14955 members 
Mstep: Class 11 contains 9158 members 
Mstep: Class 12 contains 16245 members 
Mstep: Class 13 contains 1361 members 
Mstep: Class 14 contains 2939 members 
Mstep: Class 15 contains 246667 members 
Mstep: Class 16 contains 189551 members 
Mstep: Class 17 contains 46111 members 
Mstep: Class 18 contains 85452 members 
Mstep: Class 19 contains 26530 members 
Mstep: Class 20 contains 234270 members 
Mstep: Class 21 contains 43534 members 
Mstep: Class 22 contains 64015 members 
Mstep: Class 23 contains 25488 members 
Mstep: Class 24 contains 32816 members 
Mstep: Class 25 contains 1387 members 
Mstep: Class 26 contains 12910 members 
Mstep: Class 27 contains 9489 members 
Mstep: Class 28 contains 4890 members 
Mstep: Class 29 contains 12900 members 
Mstep: Class 30 contains 1370 members 
Mstep: Class 31 contains 7242 members 
Mstep: Class 32 contains 10451 members 
Mstep: Class 33 contains 54368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235444000.000000 Penalty: 118698.507812
Iteration 106Q: 34 clusters Score -2.35444e+08 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 8710 members 
Mstep: Class 3 contains 17016 members 
Mstep: Class 4 contains 189800 members 
Mstep: Class 5 contains 283357 members 
Mstep: Class 6 contains 8886 members 
Mstep: Class 7 contains 286768 members 
Mstep: Class 8 contains 13386 members 
Mstep: Class 9 contains 22213 members 
Mstep: Class 10 contains 14947 members 
Mstep: Class 11 contains 9170 members 
Mstep: Class 12 contains 16276 members 
Mstep: Class 13 contains 1361 members 
Mstep: Class 14 contains 2944 members 
Mstep: Class 15 contains 246614 members 
Mstep: Class 16 contains 189703 members 
Mstep: Class 17 contains 44811 members 
Mstep: Class 18 contains 85403 members 
Mstep: Class 19 contains 26454 members 
Mstep: Class 20 contains 234373 members 
Mstep: Class 21 contains 43517 members 
Mstep: Class 22 contains 63934 members 
Mstep: Class 23 contains 25503 members 
Mstep: Class 24 contains 32888 members 
Mstep: Class 25 contains 1387 members 
Mstep: Class 26 contains 12913 members 
Mstep: Class 27 contains 9493 members 
Mstep: Class 28 contains 4936 members 
Mstep: Class 29 contains 12889 members 
Mstep: Class 30 contains 1373 members 
Mstep: Class 31 contains 7234 members 
Mstep: Class 32 contains 10477 members 
Mstep: Class 33 contains 54612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235444144.000000 Penalty: 118698.507812
Iteration 107Q: 34 clusters Score -2.354441e+08 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 8704 members 
Mstep: Class 3 contains 17008 members 
Mstep: Class 4 contains 189669 members 
Mstep: Class 5 contains 284511 members 
Mstep: Class 6 contains 8890 members 
Mstep: Class 7 contains 286609 members 
Mstep: Class 8 contains 13386 members 
Mstep: Class 9 contains 22236 members 
Mstep: Class 10 contains 14939 members 
Mstep: Class 11 contains 9174 members 
Mstep: Class 12 contains 16301 members 
Mstep: Class 13 contains 1361 members 
Mstep: Class 14 contains 2946 members 
Mstep: Class 15 contains 246582 members 
Mstep: Class 16 contains 189831 members 
Mstep: Class 17 contains 43554 members 
Mstep: Class 18 contains 85360 members 
Mstep: Class 19 contains 26368 members 
Mstep: Class 20 contains 234453 members 
Mstep: Class 21 contains 43501 members 
Mstep: Class 22 contains 63851 members 
Mstep: Class 23 contains 25515 members 
Mstep: Class 24 contains 32983 members 
Mstep: Class 25 contains 1387 members 
Mstep: Class 26 contains 12912 members 
Mstep: Class 27 contains 9496 members 
Mstep: Class 28 contains 4977 members 
Mstep: Class 29 contains 12882 members 
Mstep: Class 30 contains 1381 members 
Mstep: Class 31 contains 7239 members 
Mstep: Class 32 contains 10499 members 
Mstep: Class 33 contains 54842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235443840.000000 Penalty: 118698.507812
Iteration 108Q: 34 clusters Score -2.354438e+08 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 8697 members 
Mstep: Class 3 contains 17003 members 
Mstep: Class 4 contains 189523 members 
Mstep: Class 5 contains 285699 members 
Mstep: Class 6 contains 8893 members 
Mstep: Class 7 contains 286520 members 
Mstep: Class 8 contains 13391 members 
Mstep: Class 9 contains 22265 members 
Mstep: Class 10 contains 14934 members 
Mstep: Class 11 contains 9189 members 
Mstep: Class 12 contains 16315 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 2950 members 
Mstep: Class 15 contains 246552 members 
Mstep: Class 16 contains 189920 members 
Mstep: Class 17 contains 42265 members 
Mstep: Class 18 contains 85323 members 
Mstep: Class 19 contains 26312 members 
Mstep: Class 20 contains 234517 members 
Mstep: Class 21 contains 43482 members 
Mstep: Class 22 contains 63780 members 
Mstep: Class 23 contains 25528 members 
Mstep: Class 24 contains 33065 members 
Mstep: Class 25 contains 1387 members 
Mstep: Class 26 contains 12912 members 
Mstep: Class 27 contains 9501 members 
Mstep: Class 28 contains 5027 members 
Mstep: Class 29 contains 12880 members 
Mstep: Class 30 contains 1385 members 
Mstep: Class 31 contains 7233 members 
Mstep: Class 32 contains 10509 members 
Mstep: Class 33 contains 55027 members 
Entering Unmasked Estep 
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Score: -235443232.000000 Penalty: 118698.507812
Iteration 109Q: 34 clusters Score -2.354432e+08 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 8687 members 
Mstep: Class 3 contains 16997 members 
Mstep: Class 4 contains 189404 members 
Mstep: Class 5 contains 286937 members 
Mstep: Class 6 contains 8895 members 
Mstep: Class 7 contains 286428 members 
Mstep: Class 8 contains 13396 members 
Mstep: Class 9 contains 22295 members 
Mstep: Class 10 contains 14923 members 
Mstep: Class 11 contains 9183 members 
Mstep: Class 12 contains 16325 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 2957 members 
Mstep: Class 15 contains 246527 members 
Mstep: Class 16 contains 189941 members 
Mstep: Class 17 contains 41017 members 
Mstep: Class 18 contains 85305 members 
Mstep: Class 19 contains 26257 members 
Mstep: Class 20 contains 234576 members 
Mstep: Class 21 contains 43474 members 
Mstep: Class 22 contains 63693 members 
Mstep: Class 23 contains 25550 members 
Mstep: Class 24 contains 33131 members 
Mstep: Class 25 contains 1387 members 
Mstep: Class 26 contains 12913 members 
Mstep: Class 27 contains 9513 members 
Mstep: Class 28 contains 5069 members 
Mstep: Class 29 contains 12877 members 
Mstep: Class 30 contains 1389 members 
Mstep: Class 31 contains 7222 members 
Mstep: Class 32 contains 10524 members 
Mstep: Class 33 contains 55193 members 
Entering Unmasked Estep 
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Iteration 110Q: 34 clusters Score -2.354431e+08 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 8687 members 
Mstep: Class 3 contains 16991 members 
Mstep: Class 4 contains 189298 members 
Mstep: Class 5 contains 288171 members 
Mstep: Class 6 contains 8896 members 
Mstep: Class 7 contains 286320 members 
Mstep: Class 8 contains 13414 members 
Mstep: Class 9 contains 22327 members 
Mstep: Class 10 contains 14910 members 
Mstep: Class 11 contains 9175 members 
Mstep: Class 12 contains 16339 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 2960 members 
Mstep: Class 15 contains 246490 members 
Mstep: Class 16 contains 189980 members 
Mstep: Class 17 contains 39797 members 
Mstep: Class 18 contains 85280 members 
Mstep: Class 19 contains 26201 members 
Mstep: Class 20 contains 234617 members 
Mstep: Class 21 contains 43459 members 
Mstep: Class 22 contains 63609 members 
Mstep: Class 23 contains 25561 members 
Mstep: Class 24 contains 33192 members 
Mstep: Class 25 contains 1387 members 
Mstep: Class 26 contains 12909 members 
Mstep: Class 27 contains 9524 members 
Mstep: Class 28 contains 5094 members 
Mstep: Class 29 contains 12865 members 
Mstep: Class 30 contains 1395 members 
Mstep: Class 31 contains 7217 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 55381 members 
Entering Unmasked Estep 
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Iteration 111Q: 34 clusters Score -2.354433e+08 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 8685 members 
Mstep: Class 3 contains 16989 members 
Mstep: Class 4 contains 189182 members 
Mstep: Class 5 contains 289457 members 
Mstep: Class 6 contains 8896 members 
Mstep: Class 7 contains 286222 members 
Mstep: Class 8 contains 13422 members 
Mstep: Class 9 contains 22353 members 
Mstep: Class 10 contains 14904 members 
Mstep: Class 11 contains 9174 members 
Mstep: Class 12 contains 16346 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 2962 members 
Mstep: Class 15 contains 246469 members 
Mstep: Class 16 contains 190031 members 
Mstep: Class 17 contains 38562 members 
Mstep: Class 18 contains 85262 members 
Mstep: Class 19 contains 26133 members 
Mstep: Class 20 contains 234661 members 
Mstep: Class 21 contains 43449 members 
Mstep: Class 22 contains 63531 members 
Mstep: Class 23 contains 25571 members 
Mstep: Class 24 contains 33238 members 
Mstep: Class 25 contains 1387 members 
Mstep: Class 26 contains 12904 members 
Mstep: Class 27 contains 9535 members 
Mstep: Class 28 contains 5125 members 
Mstep: Class 29 contains 12852 members 
Mstep: Class 30 contains 1400 members 
Mstep: Class 31 contains 7204 members 
Mstep: Class 32 contains 10550 members 
Mstep: Class 33 contains 55534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235443584.000000 Penalty: 118698.507812
Iteration 112Q: 34 clusters Score -2.354436e+08 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 8683 members 
Mstep: Class 3 contains 16986 members 
Mstep: Class 4 contains 189060 members 
Mstep: Class 5 contains 290673 members 
Mstep: Class 6 contains 8895 members 
Mstep: Class 7 contains 286113 members 
Mstep: Class 8 contains 13430 members 
Mstep: Class 9 contains 22381 members 
Mstep: Class 10 contains 14892 members 
Mstep: Class 11 contains 9166 members 
Mstep: Class 12 contains 16355 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 2964 members 
Mstep: Class 15 contains 246465 members 
Mstep: Class 16 contains 190076 members 
Mstep: Class 17 contains 37352 members 
Mstep: Class 18 contains 85246 members 
Mstep: Class 19 contains 26089 members 
Mstep: Class 20 contains 234712 members 
Mstep: Class 21 contains 43447 members 
Mstep: Class 22 contains 63436 members 
Mstep: Class 23 contains 25585 members 
Mstep: Class 24 contains 33302 members 
Mstep: Class 25 contains 1387 members 
Mstep: Class 26 contains 12902 members 
Mstep: Class 27 contains 9541 members 
Mstep: Class 28 contains 5159 members 
Mstep: Class 29 contains 12847 members 
Mstep: Class 30 contains 1405 members 
Mstep: Class 31 contains 7207 members 
Mstep: Class 32 contains 10554 members 
Mstep: Class 33 contains 55683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235443104.000000 Penalty: 118698.507812
Iteration 113Q: 34 clusters Score -2.354431e+08 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 8683 members 
Mstep: Class 3 contains 16978 members 
Mstep: Class 4 contains 188980 members 
Mstep: Class 5 contains 291960 members 
Mstep: Class 6 contains 8898 members 
Mstep: Class 7 contains 285962 members 
Mstep: Class 8 contains 13432 members 
Mstep: Class 9 contains 22398 members 
Mstep: Class 10 contains 14876 members 
Mstep: Class 11 contains 9168 members 
Mstep: Class 12 contains 16367 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 2964 members 
Mstep: Class 15 contains 246474 members 
Mstep: Class 16 contains 190097 members 
Mstep: Class 17 contains 36120 members 
Mstep: Class 18 contains 85241 members 
Mstep: Class 19 contains 26044 members 
Mstep: Class 20 contains 234776 members 
Mstep: Class 21 contains 43448 members 
Mstep: Class 22 contains 63325 members 
Mstep: Class 23 contains 25587 members 
Mstep: Class 24 contains 33382 members 
Mstep: Class 25 contains 1387 members 
Mstep: Class 26 contains 12902 members 
Mstep: Class 27 contains 9546 members 
Mstep: Class 28 contains 5179 members 
Mstep: Class 29 contains 12834 members 
Mstep: Class 30 contains 1409 members 
Mstep: Class 31 contains 7212 members 
Mstep: Class 32 contains 10558 members 
Mstep: Class 33 contains 55817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235443024.000000 Penalty: 118698.507812
Iteration 114Q: 34 clusters Score -2.35443e+08 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 8687 members 
Mstep: Class 3 contains 16974 members 
Mstep: Class 4 contains 188893 members 
Mstep: Class 5 contains 293253 members 
Mstep: Class 6 contains 8898 members 
Mstep: Class 7 contains 285808 members 
Mstep: Class 8 contains 13437 members 
Mstep: Class 9 contains 22410 members 
Mstep: Class 10 contains 14860 members 
Mstep: Class 11 contains 9166 members 
Mstep: Class 12 contains 16372 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 2965 members 
Mstep: Class 15 contains 246472 members 
Mstep: Class 16 contains 190123 members 
Mstep: Class 17 contains 34968 members 
Mstep: Class 18 contains 85229 members 
Mstep: Class 19 contains 25994 members 
Mstep: Class 20 contains 234825 members 
Mstep: Class 21 contains 43439 members 
Mstep: Class 22 contains 63250 members 
Mstep: Class 23 contains 25603 members 
Mstep: Class 24 contains 33428 members 
Mstep: Class 25 contains 1387 members 
Mstep: Class 26 contains 12901 members 
Mstep: Class 27 contains 9549 members 
Mstep: Class 28 contains 5194 members 
Mstep: Class 29 contains 12827 members 
Mstep: Class 30 contains 1410 members 
Mstep: Class 31 contains 7207 members 
Mstep: Class 32 contains 10558 members 
Mstep: Class 33 contains 55922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235442528.000000 Penalty: 118698.507812
Iteration 115Q: 34 clusters Score -2.354425e+08 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 8685 members 
Mstep: Class 3 contains 16970 members 
Mstep: Class 4 contains 188825 members 
Mstep: Class 5 contains 294522 members 
Mstep: Class 6 contains 8902 members 
Mstep: Class 7 contains 285676 members 
Mstep: Class 8 contains 13438 members 
Mstep: Class 9 contains 22429 members 
Mstep: Class 10 contains 14858 members 
Mstep: Class 11 contains 9168 members 
Mstep: Class 12 contains 16375 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 2970 members 
Mstep: Class 15 contains 246461 members 
Mstep: Class 16 contains 190144 members 
Mstep: Class 17 contains 33837 members 
Mstep: Class 18 contains 85208 members 
Mstep: Class 19 contains 25924 members 
Mstep: Class 20 contains 234867 members 
Mstep: Class 21 contains 43421 members 
Mstep: Class 22 contains 63146 members 
Mstep: Class 23 contains 25606 members 
Mstep: Class 24 contains 33498 members 
Mstep: Class 25 contains 1388 members 
Mstep: Class 26 contains 12898 members 
Mstep: Class 27 contains 9557 members 
Mstep: Class 28 contains 5209 members 
Mstep: Class 29 contains 12808 members 
Mstep: Class 30 contains 1416 members 
Mstep: Class 31 contains 7209 members 
Mstep: Class 32 contains 10564 members 
Mstep: Class 33 contains 56033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235442688.000000 Penalty: 118698.507812
Iteration 116Q: 34 clusters Score -2.354427e+08 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 8686 members 
Mstep: Class 3 contains 16966 members 
Mstep: Class 4 contains 188725 members 
Mstep: Class 5 contains 295862 members 
Mstep: Class 6 contains 8901 members 
Mstep: Class 7 contains 285562 members 
Mstep: Class 8 contains 13448 members 
Mstep: Class 9 contains 22441 members 
Mstep: Class 10 contains 14864 members 
Mstep: Class 11 contains 9159 members 
Mstep: Class 12 contains 16389 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 2968 members 
Mstep: Class 15 contains 246447 members 
Mstep: Class 16 contains 190148 members 
Mstep: Class 17 contains 32675 members 
Mstep: Class 18 contains 85183 members 
Mstep: Class 19 contains 25835 members 
Mstep: Class 20 contains 234938 members 
Mstep: Class 21 contains 43412 members 
Mstep: Class 22 contains 63049 members 
Mstep: Class 23 contains 25602 members 
Mstep: Class 24 contains 33583 members 
Mstep: Class 25 contains 1388 members 
Mstep: Class 26 contains 12897 members 
Mstep: Class 27 contains 9564 members 
Mstep: Class 28 contains 5223 members 
Mstep: Class 29 contains 12789 members 
Mstep: Class 30 contains 1417 members 
Mstep: Class 31 contains 7202 members 
Mstep: Class 32 contains 10567 members 
Mstep: Class 33 contains 56127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235442736.000000 Penalty: 118698.507812
Iteration 117Q: 34 clusters Score -2.354427e+08 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 8686 members 
Mstep: Class 3 contains 16961 members 
Mstep: Class 4 contains 188650 members 
Mstep: Class 5 contains 297132 members 
Mstep: Class 6 contains 8903 members 
Mstep: Class 7 contains 285432 members 
Mstep: Class 8 contains 13452 members 
Mstep: Class 9 contains 22446 members 
Mstep: Class 10 contains 14859 members 
Mstep: Class 11 contains 9152 members 
Mstep: Class 12 contains 16388 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 2967 members 
Mstep: Class 15 contains 246450 members 
Mstep: Class 16 contains 190140 members 
Mstep: Class 17 contains 31581 members 
Mstep: Class 18 contains 85160 members 
Mstep: Class 19 contains 25763 members 
Mstep: Class 20 contains 234996 members 
Mstep: Class 21 contains 43405 members 
Mstep: Class 22 contains 62968 members 
Mstep: Class 23 contains 25594 members 
Mstep: Class 24 contains 33666 members 
Mstep: Class 25 contains 1388 members 
Mstep: Class 26 contains 12892 members 
Mstep: Class 27 contains 9568 members 
Mstep: Class 28 contains 5244 members 
Mstep: Class 29 contains 12773 members 
Mstep: Class 30 contains 1421 members 
Mstep: Class 31 contains 7206 members 
Mstep: Class 32 contains 10567 members 
Mstep: Class 33 contains 56212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235442848.000000 Penalty: 118698.507812
Iteration 118Q: 34 clusters Score -2.354428e+08 nChanged 3002
Entering ConstructFrom: 
Score: -235442848.000000 Penalty: 118698.507812
Entering ConstructFrom: 
Trying to split cluster 1 (6700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Entering Unmasked Estep 
Score: -818046.562500 Penalty: 2184.845947
	Iteration 0F: 2 clusters Score -818046.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -812559.062500 Penalty: 4369.691895
	Iteration 0F: 3 clusters Score -812559.1 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -814081.312500 Penalty: 4369.691895
	Iteration 1F: 3 clusters Score -814081.3 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -814496.687500 Penalty: 4369.691895
	Iteration 2F: 3 clusters Score -814496.7 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -815058.187500 Penalty: 4369.691895
	Iteration 3F: 3 clusters Score -815058.2 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -815580.937500 Penalty: 4369.691895
	Iteration 4F: 3 clusters Score -815580.9 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -816042.875000 Penalty: 4369.691895
	Iteration 5F: 3 clusters Score -816042.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -816426.062500 Penalty: 4369.691895
	Iteration 6F: 3 clusters Score -816426.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -816715.000000 Penalty: 4369.691895
	Iteration 7F: 3 clusters Score -816715 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -816906.125000 Penalty: 4369.691895
	Iteration 8Q: 3 clusters Score -816906.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -817042.125000 Penalty: 4369.691895
	Iteration 9Q: 3 clusters Score -817042.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -817130.312500 Penalty: 4369.691895
	Iteration 10Q: 3 clusters Score -817130.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -817211.187500 Penalty: 4369.691895
	Iteration 11Q: 3 clusters Score -817211.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -817263.250000 Penalty: 4369.691895
	Iteration 12Q: 3 clusters Score -817263.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -817295.125000 Penalty: 4369.691895
	Iteration 13Q: 3 clusters Score -817295.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -817319.187500 Penalty: 4369.691895
	Iteration 14Q: 3 clusters Score -817319.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -817344.187500 Penalty: 4369.691895
	Iteration 15Q: 3 clusters Score -817344.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -817360.062500 Penalty: 4369.691895
	Iteration 16Q: 3 clusters Score -817360.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -817371.687500 Penalty: 4369.691895
	Iteration 17Q: 3 clusters Score -817371.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -817378.125000 Penalty: 4369.691895
	Iteration 18Q: 3 clusters Score -817378.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -817379.250000 Penalty: 4369.691895
	Iteration 19Q: 3 clusters Score -817379.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -817382.500000 Penalty: 4369.691895
	Iteration 20F: 3 clusters Score -817382.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -817383.187500 Penalty: 4369.691895
	Iteration 21Q: 3 clusters Score -817383.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -817385.500000 Penalty: 4369.691895
	Iteration 22Q: 3 clusters Score -817385.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -817385.562500 Penalty: 4369.691895
	Iteration 23Q: 3 clusters Score -817385.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -817385.875000 Penalty: 4369.691895
	Iteration 24Q: 3 clusters Score -817385.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -817387.687500 Penalty: 4369.691895
	Iteration 25Q: 3 clusters Score -817387.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -817390.187500 Penalty: 4369.691895
	Iteration 26Q: 3 clusters Score -817390.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -817390.937500 Penalty: 4369.691895
	Iteration 27Q: 3 clusters Score -817390.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -817392.062500 Penalty: 4369.691895
	Iteration 28Q: 3 clusters Score -817392.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -817392.062500 Penalty: 4369.691895
	Iteration 29F: 3 clusters Score -817392.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -986535.062500 Penalty: 2249.313477
	Iteration 0F: 2 clusters Score -986535.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -979715.312500 Penalty: 4498.626953
	Iteration 0F: 3 clusters Score -979715.3 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -981711.250000 Penalty: 4498.626953
	Iteration 1F: 3 clusters Score -981711.2 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -982139.812500 Penalty: 4498.626953
	Iteration 2F: 3 clusters Score -982139.8 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -982522.062500 Penalty: 4498.626953
	Iteration 3F: 3 clusters Score -982522.1 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -983029.687500 Penalty: 4498.626953
	Iteration 4F: 3 clusters Score -983029.7 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -983711.750000 Penalty: 4498.626953
	Iteration 5F: 3 clusters Score -983711.8 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -984359.562500 Penalty: 4498.626953
	Iteration 6F: 3 clusters Score -984359.6 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -984877.062500 Penalty: 4498.626953
	Iteration 7F: 3 clusters Score -984877.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -985168.750000 Penalty: 4498.626953
	Iteration 8F: 3 clusters Score -985168.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -985289.000000 Penalty: 4498.626953
	Iteration 9Q: 3 clusters Score -985289 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -985333.562500 Penalty: 4498.626953
	Iteration 10Q: 3 clusters Score -985333.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -985359.125000 Penalty: 4498.626953
	Iteration 11Q: 3 clusters Score -985359.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -985373.062500 Penalty: 4498.626953
	Iteration 12Q: 3 clusters Score -985373.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -985380.937500 Penalty: 4498.626953
	Iteration 13Q: 3 clusters Score -985380.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -985387.375000 Penalty: 4498.626953
	Iteration 14Q: 3 clusters Score -985387.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -985392.250000 Penalty: 4498.626953
	Iteration 15Q: 3 clusters Score -985392.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -985396.875000 Penalty: 4498.626953
	Iteration 16Q: 3 clusters Score -985396.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -985399.125000 Penalty: 4498.626953
	Iteration 17Q: 3 clusters Score -985399.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -985400.125000 Penalty: 4498.626953
	Iteration 18Q: 3 clusters Score -985400.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -985400.250000 Penalty: 4498.626953
	Iteration 19Q: 3 clusters Score -985400.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -985403.562500 Penalty: 4498.626953
	Iteration 20F: 3 clusters Score -985403.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -985404.750000 Penalty: 4498.626953
	Iteration 21Q: 3 clusters Score -985404.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -985405.500000 Penalty: 4498.626953
	Iteration 22Q: 3 clusters Score -985405.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -985405.312500 Penalty: 4498.626953
	Iteration 23Q: 3 clusters Score -985405.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -985405.687500 Penalty: 4498.626953
	Iteration 24Q: 3 clusters Score -985405.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -985405.687500 Penalty: 4498.626953
	Iteration 25F: 3 clusters Score -985405.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Entering Unmasked Estep 
Score: -2018121.125000 Penalty: 2415.117432
	Iteration 0F: 2 clusters Score -2018121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -2006108.750000 Penalty: 4830.234863
	Iteration 0F: 3 clusters Score -2006109 nChanged 7417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -2010123.250000 Penalty: 4830.234863
	Iteration 1F: 3 clusters Score -2010123 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -2010834.875000 Penalty: 4830.234863
	Iteration 2F: 3 clusters Score -2010835 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -2011588.250000 Penalty: 4830.234863
	Iteration 3F: 3 clusters Score -2011588 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -2012361.125000 Penalty: 4830.234863
	Iteration 4F: 3 clusters Score -2012361 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -2012985.875000 Penalty: 4830.234863
	Iteration 5F: 3 clusters Score -2012986 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -2013466.750000 Penalty: 4830.234863
	Iteration 6F: 3 clusters Score -2013467 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -2013782.875000 Penalty: 4830.234863
	Iteration 7Q: 3 clusters Score -2013783 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -2014002.750000 Penalty: 4830.234863
	Iteration 8Q: 3 clusters Score -2014003 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -2014144.125000 Penalty: 4830.234863
	Iteration 9Q: 3 clusters Score -2014144 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -2014234.750000 Penalty: 4830.234863
	Iteration 10Q: 3 clusters Score -2014235 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -2014305.750000 Penalty: 4830.234863
	Iteration 11Q: 3 clusters Score -2014306 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -2014353.750000 Penalty: 4830.234863
	Iteration 12Q: 3 clusters Score -2014354 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -2014379.375000 Penalty: 4830.234863
	Iteration 13Q: 3 clusters Score -2014379 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -2014419.750000 Penalty: 4830.234863
	Iteration 14Q: 3 clusters Score -2014420 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -2014458.500000 Penalty: 4830.234863
	Iteration 15Q: 3 clusters Score -2014458 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -2014493.750000 Penalty: 4830.234863
	Iteration 16Q: 3 clusters Score -2014494 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -2014515.500000 Penalty: 4830.234863
	Iteration 17Q: 3 clusters Score -2014516 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -2014559.750000 Penalty: 4830.234863
	Iteration 18Q: 3 clusters Score -2014560 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -2014586.250000 Penalty: 4830.234863
	Iteration 19Q: 3 clusters Score -2014586 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -2014622.625000 Penalty: 4830.234863
	Iteration 20F: 3 clusters Score -2014623 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -2014662.625000 Penalty: 4830.234863
	Iteration 21Q: 3 clusters Score -2014663 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -2014698.750000 Penalty: 4830.234863
	Iteration 22Q: 3 clusters Score -2014699 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -2014742.875000 Penalty: 4830.234863
	Iteration 23Q: 3 clusters Score -2014743 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -2014780.000000 Penalty: 4830.234863
	Iteration 24Q: 3 clusters Score -2014780 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -2014825.375000 Penalty: 4830.234863
	Iteration 25Q: 3 clusters Score -2014825 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -2014874.125000 Penalty: 4830.234863
	Iteration 26Q: 3 clusters Score -2014874 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -2014929.750000 Penalty: 4830.234863
	Iteration 27Q: 3 clusters Score -2014930 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -2014986.625000 Penalty: 4830.234863
	Iteration 28Q: 3 clusters Score -2014987 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -2015058.500000 Penalty: 4830.234863
	Iteration 29Q: 3 clusters Score -2015058 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -2015123.375000 Penalty: 4830.234863
	Iteration 30Q: 3 clusters Score -2015123 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -2015188.625000 Penalty: 4830.234863
	Iteration 31Q: 3 clusters Score -2015189 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -2015273.750000 Penalty: 4830.234863
	Iteration 32Q: 3 clusters Score -2015274 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -2015365.750000 Penalty: 4830.234863
	Iteration 33Q: 3 clusters Score -2015366 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -2015472.500000 Penalty: 4830.234863
	Iteration 34Q: 3 clusters Score -2015472 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -2015589.625000 Penalty: 4830.234863
	Iteration 35Q: 3 clusters Score -2015590 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -2015709.500000 Penalty: 4830.234863
	Iteration 36Q: 3 clusters Score -2015710 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -2015836.750000 Penalty: 4830.234863
	Iteration 37Q: 3 clusters Score -2015837 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2015971.125000 Penalty: 4830.234863
	Iteration 38Q: 3 clusters Score -2015971 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -2016106.125000 Penalty: 4830.234863
	Iteration 39Q: 3 clusters Score -2016106 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2016254.125000 Penalty: 4830.234863
	Iteration 40F: 3 clusters Score -2016254 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2016407.625000 Penalty: 4830.234863
	Iteration 41Q: 3 clusters Score -2016408 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2016535.750000 Penalty: 4830.234863
	Iteration 42Q: 3 clusters Score -2016536 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2016628.750000 Penalty: 4830.234863
	Iteration 43Q: 3 clusters Score -2016629 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2016677.750000 Penalty: 4830.234863
	Iteration 44Q: 3 clusters Score -2016678 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2016721.125000 Penalty: 4830.234863
	Iteration 45Q: 3 clusters Score -2016721 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2016749.875000 Penalty: 4830.234863
	Iteration 46Q: 3 clusters Score -2016750 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2016771.250000 Penalty: 4830.234863
	Iteration 47Q: 3 clusters Score -2016771 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2016783.500000 Penalty: 4830.234863
	Iteration 48Q: 3 clusters Score -2016784 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2016792.250000 Penalty: 4830.234863
	Iteration 49Q: 3 clusters Score -2016792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2016795.125000 Penalty: 4830.234863
	Iteration 50Q: 3 clusters Score -2016795 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2016807.125000 Penalty: 4830.234863
	Iteration 51Q: 3 clusters Score -2016807 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2016819.500000 Penalty: 4830.234863
	Iteration 52Q: 3 clusters Score -2016820 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2016832.000000 Penalty: 4830.234863
	Iteration 53Q: 3 clusters Score -2016832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2016836.875000 Penalty: 4830.234863
	Iteration 54Q: 3 clusters Score -2016837 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2016847.625000 Penalty: 4830.234863
	Iteration 55Q: 3 clusters Score -2016848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2016856.125000 Penalty: 4830.234863
	Iteration 56Q: 3 clusters Score -2016856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2016855.625000 Penalty: 4830.234863
	Iteration 57Q: 3 clusters Score -2016856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2016858.625000 Penalty: 4830.234863
	Iteration 58Q: 3 clusters Score -2016859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2016862.750000 Penalty: 4830.234863
	Iteration 59Q: 3 clusters Score -2016863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2016861.625000 Penalty: 4830.234863
	Iteration 60F: 3 clusters Score -2016862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2016865.250000 Penalty: 4830.234863
	Iteration 61Q: 3 clusters Score -2016865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2016864.250000 Penalty: 4830.234863
	Iteration 62Q: 3 clusters Score -2016864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2016863.750000 Penalty: 4830.234863
	Iteration 63Q: 3 clusters Score -2016864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2016866.500000 Penalty: 4830.234863
	Iteration 64Q: 3 clusters Score -2016866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2016868.875000 Penalty: 4830.234863
	Iteration 65Q: 3 clusters Score -2016869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2016868.500000 Penalty: 4830.234863
	Iteration 66Q: 3 clusters Score -2016868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2016868.500000 Penalty: 4830.234863
	Iteration 67F: 3 clusters Score -2016868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (188567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188567 members 
Entering Unmasked Estep 
Score: -23004694.000000 Penalty: 3012.507568
	Iteration 0F: 2 clusters Score -2.300469e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94179 members 
Mstep: Class 2 contains 94388 members 
Entering Unmasked Estep 
Score: -22879802.000000 Penalty: 6025.015137
	Iteration 0F: 3 clusters Score -2.28798e+07 nChanged 90803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91192 members 
Mstep: Class 2 contains 97375 members 
Entering Unmasked Estep 
Score: -22933358.000000 Penalty: 6025.015137
	Iteration 1F: 3 clusters Score -2.293336e+07 nChanged 6118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88826 members 
Mstep: Class 2 contains 99741 members 
Entering Unmasked Estep 
Score: -22934802.000000 Penalty: 6025.015137
	Iteration 2Q: 3 clusters Score -2.29348e+07 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85124 members 
Mstep: Class 2 contains 103443 members 
Entering Unmasked Estep 
Score: -22936970.000000 Penalty: 6025.015137
	Iteration 3Q: 3 clusters Score -2.293697e+07 nChanged 8203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79617 members 
Mstep: Class 2 contains 108950 members 
Entering Unmasked Estep 
Score: -22940124.000000 Penalty: 6025.015137
	Iteration 4Q: 3 clusters Score -2.294012e+07 nChanged 10031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71794 members 
Mstep: Class 2 contains 116773 members 
Entering Unmasked Estep 
Score: -22944970.000000 Penalty: 6025.015137
	Iteration 5F: 3 clusters Score -2.294497e+07 nChanged 12105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61367 members 
Mstep: Class 2 contains 127200 members 
Entering Unmasked Estep 
Score: -22952272.000000 Penalty: 6025.015137
	Iteration 6F: 3 clusters Score -2.295227e+07 nChanged 13620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48729 members 
Mstep: Class 2 contains 139838 members 
Entering Unmasked Estep 
Score: -22962010.000000 Penalty: 6025.015137
	Iteration 7F: 3 clusters Score -2.296201e+07 nChanged 13727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35460 members 
Mstep: Class 2 contains 153107 members 
Entering Unmasked Estep 
Score: -22972768.000000 Penalty: 6025.015137
	Iteration 8F: 3 clusters Score -2.297277e+07 nChanged 12728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 165711 members 
Entering Unmasked Estep 
Score: -22983522.000000 Penalty: 6025.015137
	Iteration 9F: 3 clusters Score -2.298352e+07 nChanged 10211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 175892 members 
Entering Unmasked Estep 
Score: -22992030.000000 Penalty: 6025.015137
	Iteration 10F: 3 clusters Score -2.299203e+07 nChanged 6528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 182418 members 
Entering Unmasked Estep 
Score: -22997262.000000 Penalty: 6025.015137
	Iteration 11Q: 3 clusters Score -2.299726e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 185868 members 
Entering Unmasked Estep 
Score: -22999930.000000 Penalty: 6025.015137
	Iteration 12Q: 3 clusters Score -2.299993e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 187315 members 
Entering Unmasked Estep 
Score: -23001152.000000 Penalty: 6025.015137
	Iteration 13Q: 3 clusters Score -2.300115e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 187834 members 
Entering Unmasked Estep 
Score: -23001600.000000 Penalty: 6025.015137
	Iteration 14Q: 3 clusters Score -2.30016e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 188032 members 
Entering Unmasked Estep 
Score: -23001862.000000 Penalty: 6025.015137
	Iteration 15Q: 3 clusters Score -2.300186e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 188123 members 
Entering Unmasked Estep 
Score: -23001956.000000 Penalty: 6025.015137
	Iteration 16Q: 3 clusters Score -2.300196e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 188160 members 
Entering Unmasked Estep 
Score: -23002010.000000 Penalty: 6025.015137
	Iteration 17Q: 3 clusters Score -2.300201e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 188189 members 
Entering Unmasked Estep 
Score: -23002076.000000 Penalty: 6025.015137
	Iteration 18Q: 3 clusters Score -2.300208e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 188210 members 
Entering Unmasked Estep 
Score: -23002134.000000 Penalty: 6025.015137
	Iteration 19Q: 3 clusters Score -2.300213e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 188217 members 
Entering Unmasked Estep 
Score: -23002154.000000 Penalty: 6025.015137
	Iteration 20F: 3 clusters Score -2.300215e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 188223 members 
Entering Unmasked Estep 
Score: -23002152.000000 Penalty: 6025.015137
	Iteration 21Q: 3 clusters Score -2.300215e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 188225 members 
Entering Unmasked Estep 
Score: -23002164.000000 Penalty: 6025.015137
	Iteration 22Q: 3 clusters Score -2.300216e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 188226 members 
Entering Unmasked Estep 
Score: -23002152.000000 Penalty: 6025.015137
	Iteration 23Q: 3 clusters Score -2.300215e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 188224 members 
Entering Unmasked Estep 
Score: -23002148.000000 Penalty: 6025.015137
	Iteration 24Q: 3 clusters Score -2.300215e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 188223 members 
Entering Unmasked Estep 
Score: -23002156.000000 Penalty: 6025.015137
	Iteration 25Q: 3 clusters Score -2.300216e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 188224 members 
Entering Unmasked Estep 
Score: -23002146.000000 Penalty: 6025.015137
	Iteration 26Q: 3 clusters Score -2.300215e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 188224 members 
Entering Unmasked Estep 
Score: -23002146.000000 Penalty: 6025.015137
	Iteration 27F: 3 clusters Score -2.300215e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (298335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298335 members 
Entering Unmasked Estep 
Score: -36356028.000000 Penalty: 3126.281250
	Iteration 0F: 2 clusters Score -3.635603e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149113 members 
Mstep: Class 2 contains 149222 members 
Entering Unmasked Estep 
Score: -36182216.000000 Penalty: 6252.562500
	Iteration 0F: 3 clusters Score -3.618222e+07 nChanged 144279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152702 members 
Mstep: Class 2 contains 145633 members 
Entering Unmasked Estep 
Score: -36268112.000000 Penalty: 6252.562500
	Iteration 1F: 3 clusters Score -3.626811e+07 nChanged 8603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154865 members 
Mstep: Class 2 contains 143470 members 
Entering Unmasked Estep 
Score: -36269888.000000 Penalty: 6252.562500
	Iteration 2Q: 3 clusters Score -3.626989e+07 nChanged 9924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158465 members 
Mstep: Class 2 contains 139870 members 
Entering Unmasked Estep 
Score: -36272512.000000 Penalty: 6252.562500
	Iteration 3Q: 3 clusters Score -3.627251e+07 nChanged 11750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163913 members 
Mstep: Class 2 contains 134422 members 
Entering Unmasked Estep 
Score: -36275968.000000 Penalty: 6252.562500
	Iteration 4Q: 3 clusters Score -3.627597e+07 nChanged 13672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171549 members 
Mstep: Class 2 contains 126786 members 
Entering Unmasked Estep 
Score: -36281032.000000 Penalty: 6252.562500
	Iteration 5Q: 3 clusters Score -3.628103e+07 nChanged 15603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181652 members 
Mstep: Class 2 contains 116683 members 
Entering Unmasked Estep 
Score: -36286620.000000 Penalty: 6252.562500
	Iteration 6F: 3 clusters Score -3.628662e+07 nChanged 17233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193987 members 
Mstep: Class 2 contains 104348 members 
Entering Unmasked Estep 
Score: -36293456.000000 Penalty: 6252.562500
	Iteration 7F: 3 clusters Score -3.629346e+07 nChanged 17909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207828 members 
Mstep: Class 2 contains 90507 members 
Entering Unmasked Estep 
Score: -36300116.000000 Penalty: 6252.562500
	Iteration 8F: 3 clusters Score -3.630012e+07 nChanged 17398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222422 members 
Mstep: Class 2 contains 75913 members 
Entering Unmasked Estep 
Score: -36306760.000000 Penalty: 6252.562500
	Iteration 9F: 3 clusters Score -3.630676e+07 nChanged 16130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237168 members 
Mstep: Class 2 contains 61167 members 
Entering Unmasked Estep 
Score: -36313492.000000 Penalty: 6252.562500
	Iteration 10F: 3 clusters Score -3.631349e+07 nChanged 14662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251388 members 
Mstep: Class 2 contains 46947 members 
Entering Unmasked Estep 
Score: -36320344.000000 Penalty: 6252.562500
	Iteration 11Q: 3 clusters Score -3.632034e+07 nChanged 13285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264603 members 
Mstep: Class 2 contains 33732 members 
Entering Unmasked Estep 
Score: -36327600.000000 Penalty: 6252.562500
	Iteration 12Q: 3 clusters Score -3.63276e+07 nChanged 11356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275945 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -36335260.000000 Penalty: 6252.562500
	Iteration 13Q: 3 clusters Score -3.633526e+07 nChanged 8697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284638 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -36342156.000000 Penalty: 6252.562500
	Iteration 14Q: 3 clusters Score -3.634216e+07 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290485 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -36346992.000000 Penalty: 6252.562500
	Iteration 15Q: 3 clusters Score -3.634699e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293896 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -36349740.000000 Penalty: 6252.562500
	Iteration 16Q: 3 clusters Score -3.634974e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295736 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -36351272.000000 Penalty: 6252.562500
	Iteration 17Q: 3 clusters Score -3.635127e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296636 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -36351988.000000 Penalty: 6252.562500
	Iteration 18Q: 3 clusters Score -3.635199e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297080 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -36352460.000000 Penalty: 6252.562500
	Iteration 19Q: 3 clusters Score -3.635246e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297310 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -36352820.000000 Penalty: 6252.562500
	Iteration 20F: 3 clusters Score -3.635282e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297419 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -36352920.000000 Penalty: 6252.562500
	Iteration 21Q: 3 clusters Score -3.635292e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297482 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -36352968.000000 Penalty: 6252.562500
	Iteration 22Q: 3 clusters Score -3.635297e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297520 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -36353032.000000 Penalty: 6252.562500
	Iteration 23Q: 3 clusters Score -3.635303e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297537 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -36353072.000000 Penalty: 6252.562500
	Iteration 24Q: 3 clusters Score -3.635307e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297555 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -36353092.000000 Penalty: 6252.562500
	Iteration 25Q: 3 clusters Score -3.635309e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297570 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -36353100.000000 Penalty: 6252.562500
	Iteration 26Q: 3 clusters Score -3.63531e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297580 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -36353120.000000 Penalty: 6252.562500
	Iteration 27Q: 3 clusters Score -3.635312e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297591 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -36353144.000000 Penalty: 6252.562500
	Iteration 28Q: 3 clusters Score -3.635314e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297594 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -36353124.000000 Penalty: 6252.562500
	Iteration 29Q: 3 clusters Score -3.635312e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297595 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -36353124.000000 Penalty: 6252.562500
	Iteration 30Q: 3 clusters Score -3.635312e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297600 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -36353128.000000 Penalty: 6252.562500
	Iteration 31Q: 3 clusters Score -3.635313e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297606 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -36353160.000000 Penalty: 6252.562500
	Iteration 32Q: 3 clusters Score -3.635316e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297611 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -36353168.000000 Penalty: 6252.562500
	Iteration 33Q: 3 clusters Score -3.635317e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297618 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -36353176.000000 Penalty: 6252.562500
	Iteration 34Q: 3 clusters Score -3.635318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297619 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -36353184.000000 Penalty: 6252.562500
	Iteration 35Q: 3 clusters Score -3.635318e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297622 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -36353180.000000 Penalty: 6252.562500
	Iteration 36Q: 3 clusters Score -3.635318e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297624 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -36353196.000000 Penalty: 6252.562500
	Iteration 37Q: 3 clusters Score -3.63532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297623 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -36353196.000000 Penalty: 6252.562500
	Iteration 38Q: 3 clusters Score -3.63532e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297623 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -36353196.000000 Penalty: 6252.562500
	Iteration 39F: 3 clusters Score -3.63532e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Entering Unmasked Estep 
Score: -1064239.000000 Penalty: 2255.319824
	Iteration 0F: 2 clusters Score -1064239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1057221.750000 Penalty: 4510.639648
	Iteration 0F: 3 clusters Score -1057222 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1059361.500000 Penalty: 4510.639648
	Iteration 1F: 3 clusters Score -1059362 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1059778.250000 Penalty: 4510.639648
	Iteration 2F: 3 clusters Score -1059778 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1060195.000000 Penalty: 4510.639648
	Iteration 3F: 3 clusters Score -1060195 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1060769.875000 Penalty: 4510.639648
	Iteration 4F: 3 clusters Score -1060770 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1061652.875000 Penalty: 4510.639648
	Iteration 5F: 3 clusters Score -1061653 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1062600.125000 Penalty: 4510.639648
	Iteration 6F: 3 clusters Score -1062600 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1063209.500000 Penalty: 4510.639648
	Iteration 7F: 3 clusters Score -1063210 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1063525.375000 Penalty: 4510.639648
	Iteration 8F: 3 clusters Score -1063525 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1063671.875000 Penalty: 4510.639648
	Iteration 9Q: 3 clusters Score -1063672 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1063749.750000 Penalty: 4510.639648
	Iteration 10Q: 3 clusters Score -1063750 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1063782.000000 Penalty: 4510.639648
	Iteration 11Q: 3 clusters Score -1063782 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1063794.000000 Penalty: 4510.639648
	Iteration 12Q: 3 clusters Score -1063794 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1063798.625000 Penalty: 4510.639648
	Iteration 13Q: 3 clusters Score -1063799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1063803.500000 Penalty: 4510.639648
	Iteration 14Q: 3 clusters Score -1063804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1063803.750000 Penalty: 4510.639648
	Iteration 15Q: 3 clusters Score -1063804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1063805.500000 Penalty: 4510.639648
	Iteration 16Q: 3 clusters Score -1063806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1063805.500000 Penalty: 4510.639648
	Iteration 17Q: 3 clusters Score -1063806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1063808.625000 Penalty: 4510.639648
	Iteration 18Q: 3 clusters Score -1063809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1063808.375000 Penalty: 4510.639648
	Iteration 19Q: 3 clusters Score -1063808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1063811.000000 Penalty: 4510.639648
	Iteration 20F: 3 clusters Score -1063811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1063813.125000 Penalty: 4510.639648
	Iteration 21Q: 3 clusters Score -1063813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1063817.125000 Penalty: 4510.639648
	Iteration 22Q: 3 clusters Score -1063817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1063816.750000 Penalty: 4510.639648
	Iteration 23Q: 3 clusters Score -1063817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1063815.000000 Penalty: 4510.639648
	Iteration 24Q: 3 clusters Score -1063815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1063816.500000 Penalty: 4510.639648
	Iteration 25Q: 3 clusters Score -1063816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1063814.000000 Penalty: 4510.639648
	Iteration 26Q: 3 clusters Score -1063814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1063816.750000 Penalty: 4510.639648
	Iteration 27Q: 3 clusters Score -1063817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1063817.875000 Penalty: 4510.639648
	Iteration 28Q: 3 clusters Score -1063818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1063818.125000 Penalty: 4510.639648
	Iteration 29Q: 3 clusters Score -1063818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1063819.875000 Penalty: 4510.639648
	Iteration 30Q: 3 clusters Score -1063820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1063821.625000 Penalty: 4510.639648
	Iteration 31Q: 3 clusters Score -1063822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1063821.750000 Penalty: 4510.639648
	Iteration 32Q: 3 clusters Score -1063822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1063822.500000 Penalty: 4510.639648
	Iteration 33Q: 3 clusters Score -1063822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1063821.750000 Penalty: 4510.639648
	Iteration 34Q: 3 clusters Score -1063822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1063823.000000 Penalty: 4510.639648
	Iteration 35Q: 3 clusters Score -1063823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1063823.000000 Penalty: 4510.639648
	Iteration 36F: 3 clusters Score -1063823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (285307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285307 members 
Entering Unmasked Estep 
Score: -35188816.000000 Penalty: 3115.207764
	Iteration 0F: 2 clusters Score -3.518882e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142726 members 
Mstep: Class 2 contains 142581 members 
Entering Unmasked Estep 
Score: -35018048.000000 Penalty: 6230.415527
	Iteration 0F: 3 clusters Score -3.501805e+07 nChanged 137946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145146 members 
Mstep: Class 2 contains 140161 members 
Entering Unmasked Estep 
Score: -35101556.000000 Penalty: 6230.415527
	Iteration 1F: 3 clusters Score -3.510156e+07 nChanged 7972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146194 members 
Mstep: Class 2 contains 139113 members 
Entering Unmasked Estep 
Score: -35103312.000000 Penalty: 6230.415527
	Iteration 2Q: 3 clusters Score -3.510331e+07 nChanged 8606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147690 members 
Mstep: Class 2 contains 137617 members 
Entering Unmasked Estep 
Score: -35105468.000000 Penalty: 6230.415527
	Iteration 3Q: 3 clusters Score -3.510547e+07 nChanged 9599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149677 members 
Mstep: Class 2 contains 135630 members 
Entering Unmasked Estep 
Score: -35108564.000000 Penalty: 6230.415527
	Iteration 4Q: 3 clusters Score -3.510856e+07 nChanged 11074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152101 members 
Mstep: Class 2 contains 133206 members 
Entering Unmasked Estep 
Score: -35112996.000000 Penalty: 6230.415527
	Iteration 5Q: 3 clusters Score -3.5113e+07 nChanged 12947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154752 members 
Mstep: Class 2 contains 130555 members 
Entering Unmasked Estep 
Score: -35119952.000000 Penalty: 6230.415527
	Iteration 6Q: 3 clusters Score -3.511995e+07 nChanged 15535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157695 members 
Mstep: Class 2 contains 127612 members 
Entering Unmasked Estep 
Score: -35129976.000000 Penalty: 6230.415527
	Iteration 7F: 3 clusters Score -3.512998e+07 nChanged 17956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160339 members 
Mstep: Class 2 contains 124968 members 
Entering Unmasked Estep 
Score: -35143568.000000 Penalty: 6230.415527
	Iteration 8F: 3 clusters Score -3.514357e+07 nChanged 18054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162119 members 
Mstep: Class 2 contains 123188 members 
Entering Unmasked Estep 
Score: -35155184.000000 Penalty: 6230.415527
	Iteration 9F: 3 clusters Score -3.515518e+07 nChanged 14131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163198 members 
Mstep: Class 2 contains 122109 members 
Entering Unmasked Estep 
Score: -35160972.000000 Penalty: 6230.415527
	Iteration 10Q: 3 clusters Score -3.516097e+07 nChanged 8585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164163 members 
Mstep: Class 2 contains 121144 members 
Entering Unmasked Estep 
Score: -35163072.000000 Penalty: 6230.415527
	Iteration 11Q: 3 clusters Score -3.516307e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165181 members 
Mstep: Class 2 contains 120126 members 
Entering Unmasked Estep 
Score: -35163872.000000 Penalty: 6230.415527
	Iteration 12Q: 3 clusters Score -3.516387e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166273 members 
Mstep: Class 2 contains 119034 members 
Entering Unmasked Estep 
Score: -35164436.000000 Penalty: 6230.415527
	Iteration 13Q: 3 clusters Score -3.516444e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167348 members 
Mstep: Class 2 contains 117959 members 
Entering Unmasked Estep 
Score: -35164896.000000 Penalty: 6230.415527
	Iteration 14Q: 3 clusters Score -3.51649e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168386 members 
Mstep: Class 2 contains 116921 members 
Entering Unmasked Estep 
Score: -35165396.000000 Penalty: 6230.415527
	Iteration 15Q: 3 clusters Score -3.51654e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169440 members 
Mstep: Class 2 contains 115867 members 
Entering Unmasked Estep 
Score: -35165820.000000 Penalty: 6230.415527
	Iteration 16Q: 3 clusters Score -3.516582e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170291 members 
Mstep: Class 2 contains 115016 members 
Entering Unmasked Estep 
Score: -35166332.000000 Penalty: 6230.415527
	Iteration 17Q: 3 clusters Score -3.516633e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171166 members 
Mstep: Class 2 contains 114141 members 
Entering Unmasked Estep 
Score: -35166812.000000 Penalty: 6230.415527
	Iteration 18Q: 3 clusters Score -3.516681e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172005 members 
Mstep: Class 2 contains 113302 members 
Entering Unmasked Estep 
Score: -35167596.000000 Penalty: 6230.415527
	Iteration 19Q: 3 clusters Score -3.51676e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172787 members 
Mstep: Class 2 contains 112520 members 
Entering Unmasked Estep 
Score: -35168628.000000 Penalty: 6230.415527
	Iteration 20F: 3 clusters Score -3.516863e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173433 members 
Mstep: Class 2 contains 111874 members 
Entering Unmasked Estep 
Score: -35169604.000000 Penalty: 6230.415527
	Iteration 21Q: 3 clusters Score -3.51696e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173935 members 
Mstep: Class 2 contains 111372 members 
Entering Unmasked Estep 
Score: -35170840.000000 Penalty: 6230.415527
	Iteration 22Q: 3 clusters Score -3.517084e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174244 members 
Mstep: Class 2 contains 111063 members 
Entering Unmasked Estep 
Score: -35172096.000000 Penalty: 6230.415527
	Iteration 23Q: 3 clusters Score -3.51721e+07 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174360 members 
Mstep: Class 2 contains 110947 members 
Entering Unmasked Estep 
Score: -35173240.000000 Penalty: 6230.415527
	Iteration 24Q: 3 clusters Score -3.517324e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174356 members 
Mstep: Class 2 contains 110951 members 
Entering Unmasked Estep 
Score: -35174396.000000 Penalty: 6230.415527
	Iteration 25Q: 3 clusters Score -3.51744e+07 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174365 members 
Mstep: Class 2 contains 110942 members 
Entering Unmasked Estep 
Score: -35175808.000000 Penalty: 6230.415527
	Iteration 26Q: 3 clusters Score -3.517581e+07 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174381 members 
Mstep: Class 2 contains 110926 members 
Entering Unmasked Estep 
Score: -35177232.000000 Penalty: 6230.415527
	Iteration 27Q: 3 clusters Score -3.517723e+07 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174387 members 
Mstep: Class 2 contains 110920 members 
Entering Unmasked Estep 
Score: -35178792.000000 Penalty: 6230.415527
	Iteration 28Q: 3 clusters Score -3.517879e+07 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174477 members 
Mstep: Class 2 contains 110830 members 
Entering Unmasked Estep 
Score: -35179952.000000 Penalty: 6230.415527
	Iteration 29Q: 3 clusters Score -3.517995e+07 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174746 members 
Mstep: Class 2 contains 110561 members 
Entering Unmasked Estep 
Score: -35181096.000000 Penalty: 6230.415527
	Iteration 30Q: 3 clusters Score -3.51811e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175111 members 
Mstep: Class 2 contains 110196 members 
Entering Unmasked Estep 
Score: -35182124.000000 Penalty: 6230.415527
	Iteration 31Q: 3 clusters Score -3.518212e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175626 members 
Mstep: Class 2 contains 109681 members 
Entering Unmasked Estep 
Score: -35182784.000000 Penalty: 6230.415527
	Iteration 32Q: 3 clusters Score -3.518278e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176172 members 
Mstep: Class 2 contains 109135 members 
Entering Unmasked Estep 
Score: -35183416.000000 Penalty: 6230.415527
	Iteration 33Q: 3 clusters Score -3.518342e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176705 members 
Mstep: Class 2 contains 108602 members 
Entering Unmasked Estep 
Score: -35183688.000000 Penalty: 6230.415527
	Iteration 34Q: 3 clusters Score -3.518369e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177272 members 
Mstep: Class 2 contains 108035 members 
Entering Unmasked Estep 
Score: -35183976.000000 Penalty: 6230.415527
	Iteration 35Q: 3 clusters Score -3.518398e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177878 members 
Mstep: Class 2 contains 107429 members 
Entering Unmasked Estep 
Score: -35184300.000000 Penalty: 6230.415527
	Iteration 36Q: 3 clusters Score -3.51843e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178478 members 
Mstep: Class 2 contains 106829 members 
Entering Unmasked Estep 
Score: -35184596.000000 Penalty: 6230.415527
	Iteration 37Q: 3 clusters Score -3.51846e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179110 members 
Mstep: Class 2 contains 106197 members 
Entering Unmasked Estep 
Score: -35184632.000000 Penalty: 6230.415527
	Iteration 38Q: 3 clusters Score -3.518463e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179726 members 
Mstep: Class 2 contains 105581 members 
Entering Unmasked Estep 
Score: -35184712.000000 Penalty: 6230.415527
	Iteration 39Q: 3 clusters Score -3.518471e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180291 members 
Mstep: Class 2 contains 105016 members 
Entering Unmasked Estep 
Score: -35185044.000000 Penalty: 6230.415527
	Iteration 40F: 3 clusters Score -3.518504e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180788 members 
Mstep: Class 2 contains 104519 members 
Entering Unmasked Estep 
Score: -35185288.000000 Penalty: 6230.415527
	Iteration 41Q: 3 clusters Score -3.518529e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181303 members 
Mstep: Class 2 contains 104004 members 
Entering Unmasked Estep 
Score: -35185332.000000 Penalty: 6230.415527
	Iteration 42Q: 3 clusters Score -3.518533e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181862 members 
Mstep: Class 2 contains 103445 members 
Entering Unmasked Estep 
Score: -35185400.000000 Penalty: 6230.415527
	Iteration 43Q: 3 clusters Score -3.51854e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182437 members 
Mstep: Class 2 contains 102870 members 
Entering Unmasked Estep 
Score: -35185396.000000 Penalty: 6230.415527
	Iteration 44Q: 3 clusters Score -3.51854e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182992 members 
Mstep: Class 2 contains 102315 members 
Entering Unmasked Estep 
Score: -35185568.000000 Penalty: 6230.415527
	Iteration 45Q: 3 clusters Score -3.518557e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183527 members 
Mstep: Class 2 contains 101780 members 
Entering Unmasked Estep 
Score: -35185488.000000 Penalty: 6230.415527
	Iteration 46Q: 3 clusters Score -3.518549e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184044 members 
Mstep: Class 2 contains 101263 members 
Entering Unmasked Estep 
Score: -35185464.000000 Penalty: 6230.415527
	Iteration 47Q: 3 clusters Score -3.518546e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184533 members 
Mstep: Class 2 contains 100774 members 
Entering Unmasked Estep 
Score: -35185484.000000 Penalty: 6230.415527
	Iteration 48Q: 3 clusters Score -3.518548e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185017 members 
Mstep: Class 2 contains 100290 members 
Entering Unmasked Estep 
Score: -35185508.000000 Penalty: 6230.415527
	Iteration 49Q: 3 clusters Score -3.518551e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185478 members 
Mstep: Class 2 contains 99829 members 
Entering Unmasked Estep 
Score: -35185500.000000 Penalty: 6230.415527
	Iteration 50Q: 3 clusters Score -3.51855e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185933 members 
Mstep: Class 2 contains 99374 members 
Entering Unmasked Estep 
Score: -35185568.000000 Penalty: 6230.415527
	Iteration 51Q: 3 clusters Score -3.518557e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186369 members 
Mstep: Class 2 contains 98938 members 
Entering Unmasked Estep 
Score: -35185568.000000 Penalty: 6230.415527
	Iteration 52Q: 3 clusters Score -3.518557e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186802 members 
Mstep: Class 2 contains 98505 members 
Entering Unmasked Estep 
Score: -35185568.000000 Penalty: 6230.415527
	Iteration 53Q: 3 clusters Score -3.518557e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187226 members 
Mstep: Class 2 contains 98081 members 
Entering Unmasked Estep 
Score: -35185588.000000 Penalty: 6230.415527
	Iteration 54Q: 3 clusters Score -3.518559e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187627 members 
Mstep: Class 2 contains 97680 members 
Entering Unmasked Estep 
Score: -35185644.000000 Penalty: 6230.415527
	Iteration 55Q: 3 clusters Score -3.518564e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188013 members 
Mstep: Class 2 contains 97294 members 
Entering Unmasked Estep 
Score: -35185592.000000 Penalty: 6230.415527
	Iteration 56Q: 3 clusters Score -3.518559e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188414 members 
Mstep: Class 2 contains 96893 members 
Entering Unmasked Estep 
Score: -35185548.000000 Penalty: 6230.415527
	Iteration 57Q: 3 clusters Score -3.518555e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188802 members 
Mstep: Class 2 contains 96505 members 
Entering Unmasked Estep 
Score: -35185468.000000 Penalty: 6230.415527
	Iteration 58Q: 3 clusters Score -3.518547e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189183 members 
Mstep: Class 2 contains 96124 members 
Entering Unmasked Estep 
Score: -35185512.000000 Penalty: 6230.415527
	Iteration 59Q: 3 clusters Score -3.518551e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189586 members 
Mstep: Class 2 contains 95721 members 
Entering Unmasked Estep 
Score: -35185456.000000 Penalty: 6230.415527
	Iteration 60F: 3 clusters Score -3.518546e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189995 members 
Mstep: Class 2 contains 95312 members 
Entering Unmasked Estep 
Score: -35185520.000000 Penalty: 6230.415527
	Iteration 61Q: 3 clusters Score -3.518552e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190388 members 
Mstep: Class 2 contains 94919 members 
Entering Unmasked Estep 
Score: -35185484.000000 Penalty: 6230.415527
	Iteration 62Q: 3 clusters Score -3.518548e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190816 members 
Mstep: Class 2 contains 94491 members 
Entering Unmasked Estep 
Score: -35185496.000000 Penalty: 6230.415527
	Iteration 63Q: 3 clusters Score -3.51855e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191226 members 
Mstep: Class 2 contains 94081 members 
Entering Unmasked Estep 
Score: -35185440.000000 Penalty: 6230.415527
	Iteration 64Q: 3 clusters Score -3.518544e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191627 members 
Mstep: Class 2 contains 93680 members 
Entering Unmasked Estep 
Score: -35185436.000000 Penalty: 6230.415527
	Iteration 65Q: 3 clusters Score -3.518544e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191975 members 
Mstep: Class 2 contains 93332 members 
Entering Unmasked Estep 
Score: -35185444.000000 Penalty: 6230.415527
	Iteration 66Q: 3 clusters Score -3.518544e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192302 members 
Mstep: Class 2 contains 93005 members 
Entering Unmasked Estep 
Score: -35185440.000000 Penalty: 6230.415527
	Iteration 67Q: 3 clusters Score -3.518544e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192609 members 
Mstep: Class 2 contains 92698 members 
Entering Unmasked Estep 
Score: -35185308.000000 Penalty: 6230.415527
	Iteration 68Q: 3 clusters Score -3.518531e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192894 members 
Mstep: Class 2 contains 92413 members 
Entering Unmasked Estep 
Score: -35185296.000000 Penalty: 6230.415527
	Iteration 69Q: 3 clusters Score -3.51853e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193175 members 
Mstep: Class 2 contains 92132 members 
Entering Unmasked Estep 
Score: -35185360.000000 Penalty: 6230.415527
	Iteration 70Q: 3 clusters Score -3.518536e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193433 members 
Mstep: Class 2 contains 91874 members 
Entering Unmasked Estep 
Score: -35185380.000000 Penalty: 6230.415527
	Iteration 71Q: 3 clusters Score -3.518538e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193673 members 
Mstep: Class 2 contains 91634 members 
Entering Unmasked Estep 
Score: -35185308.000000 Penalty: 6230.415527
	Iteration 72Q: 3 clusters Score -3.518531e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193914 members 
Mstep: Class 2 contains 91393 members 
Entering Unmasked Estep 
Score: -35185280.000000 Penalty: 6230.415527
	Iteration 73Q: 3 clusters Score -3.518528e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194139 members 
Mstep: Class 2 contains 91168 members 
Entering Unmasked Estep 
Score: -35185296.000000 Penalty: 6230.415527
	Iteration 74Q: 3 clusters Score -3.51853e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194364 members 
Mstep: Class 2 contains 90943 members 
Entering Unmasked Estep 
Score: -35185252.000000 Penalty: 6230.415527
	Iteration 75Q: 3 clusters Score -3.518525e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194586 members 
Mstep: Class 2 contains 90721 members 
Entering Unmasked Estep 
Score: -35185256.000000 Penalty: 6230.415527
	Iteration 76Q: 3 clusters Score -3.518526e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194790 members 
Mstep: Class 2 contains 90517 members 
Entering Unmasked Estep 
Score: -35185208.000000 Penalty: 6230.415527
	Iteration 77Q: 3 clusters Score -3.518521e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194964 members 
Mstep: Class 2 contains 90343 members 
Entering Unmasked Estep 
Score: -35185208.000000 Penalty: 6230.415527
	Iteration 78Q: 3 clusters Score -3.518521e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195088 members 
Mstep: Class 2 contains 90219 members 
Entering Unmasked Estep 
Score: -35185216.000000 Penalty: 6230.415527
	Iteration 79Q: 3 clusters Score -3.518522e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195202 members 
Mstep: Class 2 contains 90105 members 
Entering Unmasked Estep 
Score: -35185220.000000 Penalty: 6230.415527
	Iteration 80F: 3 clusters Score -3.518522e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195309 members 
Mstep: Class 2 contains 89998 members 
Entering Unmasked Estep 
Score: -35185232.000000 Penalty: 6230.415527
	Iteration 81Q: 3 clusters Score -3.518523e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195425 members 
Mstep: Class 2 contains 89882 members 
Entering Unmasked Estep 
Score: -35185204.000000 Penalty: 6230.415527
	Iteration 82Q: 3 clusters Score -3.51852e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195567 members 
Mstep: Class 2 contains 89740 members 
Entering Unmasked Estep 
Score: -35185220.000000 Penalty: 6230.415527
	Iteration 83Q: 3 clusters Score -3.518522e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195707 members 
Mstep: Class 2 contains 89600 members 
Entering Unmasked Estep 
Score: -35185256.000000 Penalty: 6230.415527
	Iteration 84Q: 3 clusters Score -3.518526e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195851 members 
Mstep: Class 2 contains 89456 members 
Entering Unmasked Estep 
Score: -35185240.000000 Penalty: 6230.415527
	Iteration 85Q: 3 clusters Score -3.518524e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195994 members 
Mstep: Class 2 contains 89313 members 
Entering Unmasked Estep 
Score: -35185244.000000 Penalty: 6230.415527
	Iteration 86Q: 3 clusters Score -3.518524e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196127 members 
Mstep: Class 2 contains 89180 members 
Entering Unmasked Estep 
Score: -35185248.000000 Penalty: 6230.415527
	Iteration 87Q: 3 clusters Score -3.518525e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196241 members 
Mstep: Class 2 contains 89066 members 
Entering Unmasked Estep 
Score: -35185244.000000 Penalty: 6230.415527
	Iteration 88Q: 3 clusters Score -3.518524e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196374 members 
Mstep: Class 2 contains 88933 members 
Entering Unmasked Estep 
Score: -35185244.000000 Penalty: 6230.415527
	Iteration 89Q: 3 clusters Score -3.518524e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196498 members 
Mstep: Class 2 contains 88809 members 
Entering Unmasked Estep 
Score: -35185252.000000 Penalty: 6230.415527
	Iteration 90Q: 3 clusters Score -3.518525e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196618 members 
Mstep: Class 2 contains 88689 members 
Entering Unmasked Estep 
Score: -35185256.000000 Penalty: 6230.415527
	Iteration 91Q: 3 clusters Score -3.518526e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196735 members 
Mstep: Class 2 contains 88572 members 
Entering Unmasked Estep 
Score: -35185224.000000 Penalty: 6230.415527
	Iteration 92Q: 3 clusters Score -3.518522e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196846 members 
Mstep: Class 2 contains 88461 members 
Entering Unmasked Estep 
Score: -35185204.000000 Penalty: 6230.415527
	Iteration 93Q: 3 clusters Score -3.51852e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196958 members 
Mstep: Class 2 contains 88349 members 
Entering Unmasked Estep 
Score: -35185164.000000 Penalty: 6230.415527
	Iteration 94Q: 3 clusters Score -3.518516e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197063 members 
Mstep: Class 2 contains 88244 members 
Entering Unmasked Estep 
Score: -35185164.000000 Penalty: 6230.415527
	Iteration 95Q: 3 clusters Score -3.518516e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197160 members 
Mstep: Class 2 contains 88147 members 
Entering Unmasked Estep 
Score: -35185112.000000 Penalty: 6230.415527
	Iteration 96Q: 3 clusters Score -3.518511e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197263 members 
Mstep: Class 2 contains 88044 members 
Entering Unmasked Estep 
Score: -35185064.000000 Penalty: 6230.415527
	Iteration 97Q: 3 clusters Score -3.518506e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197348 members 
Mstep: Class 2 contains 87959 members 
Entering Unmasked Estep 
Score: -35185076.000000 Penalty: 6230.415527
	Iteration 98Q: 3 clusters Score -3.518508e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197441 members 
Mstep: Class 2 contains 87866 members 
Entering Unmasked Estep 
Score: -35185048.000000 Penalty: 6230.415527
	Iteration 99Q: 3 clusters Score -3.518505e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197547 members 
Mstep: Class 2 contains 87760 members 
Entering Unmasked Estep 
Score: -35185004.000000 Penalty: 6230.415527
	Iteration 100F: 3 clusters Score -3.5185e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197672 members 
Mstep: Class 2 contains 87635 members 
Entering Unmasked Estep 
Score: -35184972.000000 Penalty: 6230.415527
	Iteration 101Q: 3 clusters Score -3.518497e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197815 members 
Mstep: Class 2 contains 87492 members 
Entering Unmasked Estep 
Score: -35185040.000000 Penalty: 6230.415527
	Iteration 102Q: 3 clusters Score -3.518504e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197949 members 
Mstep: Class 2 contains 87358 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3.518505e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198094 members 
Mstep: Class 2 contains 87213 members 
Entering Unmasked Estep 
Score: -35185060.000000 Penalty: 6230.415527
	Iteration 104Q: 3 clusters Score -3.518506e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198236 members 
Mstep: Class 2 contains 87071 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3.518501e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198380 members 
Mstep: Class 2 contains 86927 members 
Entering Unmasked Estep 
Score: -35184980.000000 Penalty: 6230.415527
	Iteration 106Q: 3 clusters Score -3.518498e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198506 members 
Mstep: Class 2 contains 86801 members 
Entering Unmasked Estep 
Score: -35185016.000000 Penalty: 6230.415527
	Iteration 107Q: 3 clusters Score -3.518502e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198633 members 
Mstep: Class 2 contains 86674 members 
Entering Unmasked Estep 
Score: -35185012.000000 Penalty: 6230.415527
	Iteration 108Q: 3 clusters Score -3.518501e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198767 members 
Mstep: Class 2 contains 86540 members 
Entering Unmasked Estep 
Score: -35185052.000000 Penalty: 6230.415527
	Iteration 109Q: 3 clusters Score -3.518505e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198893 members 
Mstep: Class 2 contains 86414 members 
Entering Unmasked Estep 
Score: -35185056.000000 Penalty: 6230.415527
	Iteration 110Q: 3 clusters Score -3.518506e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199026 members 
Mstep: Class 2 contains 86281 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3.518504e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199154 members 
Mstep: Class 2 contains 86153 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3.518504e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199276 members 
Mstep: Class 2 contains 86031 members 
Entering Unmasked Estep 
Score: -35185084.000000 Penalty: 6230.415527
	Iteration 113Q: 3 clusters Score -3.518508e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199399 members 
Mstep: Class 2 contains 85908 members 
Entering Unmasked Estep 
Score: -35185120.000000 Penalty: 6230.415527
	Iteration 114Q: 3 clusters Score -3.518512e+07 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 199507 members 
Mstep: Class 2 contains 85800 members 
Entering Unmasked Estep 
Score: -35185104.000000 Penalty: 6230.415527
	Iteration 115Q: 3 clusters Score -3.51851e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199631 members 
Mstep: Class 2 contains 85676 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3.518505e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199732 members 
Mstep: Class 2 contains 85575 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3.518506e+07 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 199841 members 
Mstep: Class 2 contains 85466 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3.518506e+07 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 199945 members 
Mstep: Class 2 contains 85362 members 
Entering Unmasked Estep 
Score: -35185036.000000 Penalty: 6230.415527
	Iteration 119Q: 3 clusters Score -3.518504e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200038 members 
Mstep: Class 2 contains 85269 members 
Entering Unmasked Estep 
Score: -35185076.000000 Penalty: 6230.415527
	Iteration 120F: 3 clusters Score -3.518508e+07 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 200118 members 
Mstep: Class 2 contains 85189 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3.518504e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200207 members 
Mstep: Class 2 contains 85100 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3.518507e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200288 members 
Mstep: Class 2 contains 85019 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3.518507e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200374 members 
Mstep: Class 2 contains 84933 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3.518504e+07 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 200444 members 
Mstep: Class 2 contains 84863 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3.518501e+07 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 200521 members 
Mstep: Class 2 contains 84786 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3.5185e+07 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 200580 members 
Mstep: Class 2 contains 84727 members 
Entering Unmasked Estep 
Score: -35185020.000000 Penalty: 6230.415527
	Iteration 127Q: 3 clusters Score -3.518502e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200641 members 
Mstep: Class 2 contains 84666 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3.5185e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200693 members 
Mstep: Class 2 contains 84614 members 
Entering Unmasked Estep 
Score: -35184984.000000 Penalty: 6230.415527
	Iteration 129Q: 3 clusters Score -3.518498e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200740 members 
Mstep: Class 2 contains 84567 members 
Entering Unmasked Estep 
Score: -35185004.000000 Penalty: 6230.415527
	Iteration 130Q: 3 clusters Score -3.5185e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200787 members 
Mstep: Class 2 contains 84520 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3.5185e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200832 members 
Mstep: Class 2 contains 84475 members 
Entering Unmasked Estep 
Score: -35184972.000000 Penalty: 6230.415527
	Iteration 132Q: 3 clusters Score -3.518497e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200876 members 
Mstep: Class 2 contains 84431 members 
Entering Unmasked Estep 
Score: -35184980.000000 Penalty: 6230.415527
	Iteration 133Q: 3 clusters Score -3.518498e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200917 members 
Mstep: Class 2 contains 84390 members 
Entering Unmasked Estep 
Score: -35184976.000000 Penalty: 6230.415527
	Iteration 134Q: 3 clusters Score -3.518498e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200958 members 
Mstep: Class 2 contains 84349 members 
Entering Unmasked Estep 
Score: -35184956.000000 Penalty: 6230.415527
	Iteration 135Q: 3 clusters Score -3.518496e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200991 members 
Mstep: Class 2 contains 84316 members 
Entering Unmasked Estep 
Score: -35184988.000000 Penalty: 6230.415527
	Iteration 136Q: 3 clusters Score -3.518499e+07 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 201034 members 
Mstep: Class 2 contains 84273 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3.518498e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201081 members 
Mstep: Class 2 contains 84226 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -3.518498e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201128 members 
Mstep: Class 2 contains 84179 members 
Entering Unmasked Estep 
Score: -35184920.000000 Penalty: 6230.415527
	Iteration 139Q: 3 clusters Score -3.518492e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201157 members 
Mstep: Class 2 contains 84150 members 
Entering Unmasked Estep 
Score: -35184932.000000 Penalty: 6230.415527
	Iteration 140F: 3 clusters Score -3.518493e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201192 members 
Mstep: Class 2 contains 84115 members 
Entering Unmasked Estep 
Score: -35184928.000000 Penalty: 6230.415527
	Iteration 141Q: 3 clusters Score -3.518493e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201237 members 
Mstep: Class 2 contains 84070 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -3.518496e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201274 members 
Mstep: Class 2 contains 84033 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -3.518496e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201314 members 
Mstep: Class 2 contains 83993 members 
Entering Unmasked Estep 
Score: -35184944.000000 Penalty: 6230.415527
	Iteration 144Q: 3 clusters Score -3.518494e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201359 members 
Mstep: Class 2 contains 83948 members 
Entering Unmasked Estep 
Score: -35184924.000000 Penalty: 6230.415527
	Iteration 145Q: 3 clusters Score -3.518492e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201403 members 
Mstep: Class 2 contains 83904 members 
Entering Unmasked Estep 
Score: -35184916.000000 Penalty: 6230.415527
	Iteration 146Q: 3 clusters Score -3.518492e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201449 members 
Mstep: Class 2 contains 83858 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3.518484e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201492 members 
Mstep: Class 2 contains 83815 members 
Entering Unmasked Estep 
Score: -35184860.000000 Penalty: 6230.415527
	Iteration 148Q: 3 clusters Score -3.518486e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201539 members 
Mstep: Class 2 contains 83768 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -3.518488e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201598 members 
Mstep: Class 2 contains 83709 members 
Entering Unmasked Estep 
Score: -35184840.000000 Penalty: 6230.415527
	Iteration 150Q: 3 clusters Score -3.518484e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201667 members 
Mstep: Class 2 contains 83640 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -3.518486e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201754 members 
Mstep: Class 2 contains 83553 members 
Entering Unmasked Estep 
Score: -35184832.000000 Penalty: 6230.415527
	Iteration 152Q: 3 clusters Score -3.518483e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201836 members 
Mstep: Class 2 contains 83471 members 
Entering Unmasked Estep 
Score: -35184852.000000 Penalty: 6230.415527
	Iteration 153Q: 3 clusters Score -3.518485e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201913 members 
Mstep: Class 2 contains 83394 members 
Entering Unmasked Estep 
Score: -35184836.000000 Penalty: 6230.415527
	Iteration 154Q: 3 clusters Score -3.518484e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201995 members 
Mstep: Class 2 contains 83312 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -3.518484e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202082 members 
Mstep: Class 2 contains 83225 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -3.518488e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202168 members 
Mstep: Class 2 contains 83139 members 
Entering Unmasked Estep 
Score: -35184864.000000 Penalty: 6230.415527
	Iteration 157Q: 3 clusters Score -3.518486e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202252 members 
Mstep: Class 2 contains 83055 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -3.518486e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202342 members 
Mstep: Class 2 contains 82965 members 
Entering Unmasked Estep 
Score: -35184820.000000 Penalty: 6230.415527
	Iteration 159Q: 3 clusters Score -3.518482e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202429 members 
Mstep: Class 2 contains 82878 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -3.518479e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202515 members 
Mstep: Class 2 contains 82792 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -3.518474e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202605 members 
Mstep: Class 2 contains 82702 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -3.518474e+07 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 202680 members 
Mstep: Class 2 contains 82627 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -3.518472e+07 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 202763 members 
Mstep: Class 2 contains 82544 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -3.518474e+07 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 202868 members 
Mstep: Class 2 contains 82439 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -3.518474e+07 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 202980 members 
Mstep: Class 2 contains 82327 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -3.518471e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203088 members 
Mstep: Class 2 contains 82219 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -3.518475e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203210 members 
Mstep: Class 2 contains 82097 members 
Entering Unmasked Estep 
Score: -35184672.000000 Penalty: 6230.415527
	Iteration 168Q: 3 clusters Score -3.518467e+07 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 203340 members 
Mstep: Class 2 contains 81967 members 
Entering Unmasked Estep 
Score: -35184656.000000 Penalty: 6230.415527
	Iteration 169Q: 3 clusters Score -3.518466e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203486 members 
Mstep: Class 2 contains 81821 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -3.51846e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203621 members 
Mstep: Class 2 contains 81686 members 
Entering Unmasked Estep 
Score: -35184576.000000 Penalty: 6230.415527
	Iteration 171Q: 3 clusters Score -3.518458e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203742 members 
Mstep: Class 2 contains 81565 members 
Entering Unmasked Estep 
Score: -35184536.000000 Penalty: 6230.415527
	Iteration 172Q: 3 clusters Score -3.518454e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203858 members 
Mstep: Class 2 contains 81449 members 
Entering Unmasked Estep 
Score: -35184524.000000 Penalty: 6230.415527
	Iteration 173Q: 3 clusters Score -3.518452e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203980 members 
Mstep: Class 2 contains 81327 members 
Entering Unmasked Estep 
Score: -35184472.000000 Penalty: 6230.415527
	Iteration 174Q: 3 clusters Score -3.518447e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204095 members 
Mstep: Class 2 contains 81212 members 
Entering Unmasked Estep 
Score: -35184440.000000 Penalty: 6230.415527
	Iteration 175Q: 3 clusters Score -3.518444e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204220 members 
Mstep: Class 2 contains 81087 members 
Entering Unmasked Estep 
Score: -35184400.000000 Penalty: 6230.415527
	Iteration 176Q: 3 clusters Score -3.51844e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204328 members 
Mstep: Class 2 contains 80979 members 
Entering Unmasked Estep 
Score: -35184424.000000 Penalty: 6230.415527
	Iteration 177Q: 3 clusters Score -3.518442e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204452 members 
Mstep: Class 2 contains 80855 members 
Entering Unmasked Estep 
Score: -35184448.000000 Penalty: 6230.415527
	Iteration 178Q: 3 clusters Score -3.518445e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204559 members 
Mstep: Class 2 contains 80748 members 
Entering Unmasked Estep 
Score: -35184412.000000 Penalty: 6230.415527
	Iteration 179Q: 3 clusters Score -3.518441e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204668 members 
Mstep: Class 2 contains 80639 members 
Entering Unmasked Estep 
Score: -35184340.000000 Penalty: 6230.415527
	Iteration 180F: 3 clusters Score -3.518434e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204777 members 
Mstep: Class 2 contains 80530 members 
Entering Unmasked Estep 
Score: -35184364.000000 Penalty: 6230.415527
	Iteration 181Q: 3 clusters Score -3.518436e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204898 members 
Mstep: Class 2 contains 80409 members 
Entering Unmasked Estep 
Score: -35184332.000000 Penalty: 6230.415527
	Iteration 182Q: 3 clusters Score -3.518433e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205023 members 
Mstep: Class 2 contains 80284 members 
Entering Unmasked Estep 
Score: -35184316.000000 Penalty: 6230.415527
	Iteration 183Q: 3 clusters Score -3.518432e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205172 members 
Mstep: Class 2 contains 80135 members 
Entering Unmasked Estep 
Score: -35184340.000000 Penalty: 6230.415527
	Iteration 184Q: 3 clusters Score -3.518434e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205318 members 
Mstep: Class 2 contains 79989 members 
Entering Unmasked Estep 
Score: -35184320.000000 Penalty: 6230.415527
	Iteration 185Q: 3 clusters Score -3.518432e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205460 members 
Mstep: Class 2 contains 79847 members 
Entering Unmasked Estep 
Score: -35184320.000000 Penalty: 6230.415527
	Iteration 186Q: 3 clusters Score -3.518432e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205610 members 
Mstep: Class 2 contains 79697 members 
Entering Unmasked Estep 
Score: -35184264.000000 Penalty: 6230.415527
	Iteration 187Q: 3 clusters Score -3.518426e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205745 members 
Mstep: Class 2 contains 79562 members 
Entering Unmasked Estep 
Score: -35184240.000000 Penalty: 6230.415527
	Iteration 188Q: 3 clusters Score -3.518424e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205883 members 
Mstep: Class 2 contains 79424 members 
Entering Unmasked Estep 
Score: -35184252.000000 Penalty: 6230.415527
	Iteration 189Q: 3 clusters Score -3.518425e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206025 members 
Mstep: Class 2 contains 79282 members 
Entering Unmasked Estep 
Score: -35184248.000000 Penalty: 6230.415527
	Iteration 190Q: 3 clusters Score -3.518425e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206173 members 
Mstep: Class 2 contains 79134 members 
Entering Unmasked Estep 
Score: -35184240.000000 Penalty: 6230.415527
	Iteration 191Q: 3 clusters Score -3.518424e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206328 members 
Mstep: Class 2 contains 78979 members 
Entering Unmasked Estep 
Score: -35184244.000000 Penalty: 6230.415527
	Iteration 192Q: 3 clusters Score -3.518424e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206504 members 
Mstep: Class 2 contains 78803 members 
Entering Unmasked Estep 
Score: -35184296.000000 Penalty: 6230.415527
	Iteration 193Q: 3 clusters Score -3.51843e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206685 members 
Mstep: Class 2 contains 78622 members 
Entering Unmasked Estep 
Score: -35184228.000000 Penalty: 6230.415527
	Iteration 194Q: 3 clusters Score -3.518423e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206878 members 
Mstep: Class 2 contains 78429 members 
Entering Unmasked Estep 
Score: -35184212.000000 Penalty: 6230.415527
	Iteration 195Q: 3 clusters Score -3.518421e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207063 members 
Mstep: Class 2 contains 78244 members 
Entering Unmasked Estep 
Score: -35184156.000000 Penalty: 6230.415527
	Iteration 196Q: 3 clusters Score -3.518416e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207239 members 
Mstep: Class 2 contains 78068 members 
Entering Unmasked Estep 
Score: -35184144.000000 Penalty: 6230.415527
	Iteration 197Q: 3 clusters Score -3.518414e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207415 members 
Mstep: Class 2 contains 77892 members 
Entering Unmasked Estep 
Score: -35184180.000000 Penalty: 6230.415527
	Iteration 198Q: 3 clusters Score -3.518418e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207597 members 
Mstep: Class 2 contains 77710 members 
Entering Unmasked Estep 
Score: -35184112.000000 Penalty: 6230.415527
	Iteration 199Q: 3 clusters Score -3.518411e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207784 members 
Mstep: Class 2 contains 77523 members 
Entering Unmasked Estep 
Score: -35184064.000000 Penalty: 6230.415527
	Iteration 200F: 3 clusters Score -3.518406e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207986 members 
Mstep: Class 2 contains 77321 members 
Entering Unmasked Estep 
Score: -35184056.000000 Penalty: 6230.415527
	Iteration 201Q: 3 clusters Score -3.518406e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208171 members 
Mstep: Class 2 contains 77136 members 
Entering Unmasked Estep 
Score: -35184056.000000 Penalty: 6230.415527
	Iteration 202Q: 3 clusters Score -3.518406e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208377 members 
Mstep: Class 2 contains 76930 members 
Entering Unmasked Estep 
Score: -35184108.000000 Penalty: 6230.415527
	Iteration 203Q: 3 clusters Score -3.518411e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208590 members 
Mstep: Class 2 contains 76717 members 
Entering Unmasked Estep 
Score: -35184120.000000 Penalty: 6230.415527
	Iteration 204Q: 3 clusters Score -3.518412e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208808 members 
Mstep: Class 2 contains 76499 members 
Entering Unmasked Estep 
Score: -35184060.000000 Penalty: 6230.415527
	Iteration 205Q: 3 clusters Score -3.518406e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209020 members 
Mstep: Class 2 contains 76287 members 
Entering Unmasked Estep 
Score: -35184060.000000 Penalty: 6230.415527
	Iteration 206Q: 3 clusters Score -3.518406e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209217 members 
Mstep: Class 2 contains 76090 members 
Entering Unmasked Estep 
Score: -35184040.000000 Penalty: 6230.415527
	Iteration 207Q: 3 clusters Score -3.518404e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209448 members 
Mstep: Class 2 contains 75859 members 
Entering Unmasked Estep 
Score: -35184020.000000 Penalty: 6230.415527
	Iteration 208Q: 3 clusters Score -3.518402e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209665 members 
Mstep: Class 2 contains 75642 members 
Entering Unmasked Estep 
Score: -35184004.000000 Penalty: 6230.415527
	Iteration 209Q: 3 clusters Score -3.5184e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209891 members 
Mstep: Class 2 contains 75416 members 
Entering Unmasked Estep 
Score: -35184028.000000 Penalty: 6230.415527
	Iteration 210Q: 3 clusters Score -3.518403e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210103 members 
Mstep: Class 2 contains 75204 members 
Entering Unmasked Estep 
Score: -35183992.000000 Penalty: 6230.415527
	Iteration 211Q: 3 clusters Score -3.518399e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210312 members 
Mstep: Class 2 contains 74995 members 
Entering Unmasked Estep 
Score: -35183980.000000 Penalty: 6230.415527
	Iteration 212Q: 3 clusters Score -3.518398e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210504 members 
Mstep: Class 2 contains 74803 members 
Entering Unmasked Estep 
Score: -35184036.000000 Penalty: 6230.415527
	Iteration 213Q: 3 clusters Score -3.518404e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210706 members 
Mstep: Class 2 contains 74601 members 
Entering Unmasked Estep 
Score: -35184044.000000 Penalty: 6230.415527
	Iteration 214Q: 3 clusters Score -3.518404e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210911 members 
Mstep: Class 2 contains 74396 members 
Entering Unmasked Estep 
Score: -35184004.000000 Penalty: 6230.415527
	Iteration 215Q: 3 clusters Score -3.5184e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211106 members 
Mstep: Class 2 contains 74201 members 
Entering Unmasked Estep 
Score: -35184004.000000 Penalty: 6230.415527
	Iteration 216Q: 3 clusters Score -3.5184e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211297 members 
Mstep: Class 2 contains 74010 members 
Entering Unmasked Estep 
Score: -35183956.000000 Penalty: 6230.415527
	Iteration 217Q: 3 clusters Score -3.518396e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211511 members 
Mstep: Class 2 contains 73796 members 
Entering Unmasked Estep 
Score: -35183952.000000 Penalty: 6230.415527
	Iteration 218Q: 3 clusters Score -3.518395e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211716 members 
Mstep: Class 2 contains 73591 members 
Entering Unmasked Estep 
Score: -35183948.000000 Penalty: 6230.415527
	Iteration 219Q: 3 clusters Score -3.518395e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211903 members 
Mstep: Class 2 contains 73404 members 
Entering Unmasked Estep 
Score: -35183924.000000 Penalty: 6230.415527
	Iteration 220F: 3 clusters Score -3.518392e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212085 members 
Mstep: Class 2 contains 73222 members 
Entering Unmasked Estep 
Score: -35183844.000000 Penalty: 6230.415527
	Iteration 221Q: 3 clusters Score -3.518384e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212271 members 
Mstep: Class 2 contains 73036 members 
Entering Unmasked Estep 
Score: -35183872.000000 Penalty: 6230.415527
	Iteration 222Q: 3 clusters Score -3.518387e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212459 members 
Mstep: Class 2 contains 72848 members 
Entering Unmasked Estep 
Score: -35183844.000000 Penalty: 6230.415527
	Iteration 223Q: 3 clusters Score -3.518384e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212670 members 
Mstep: Class 2 contains 72637 members 
Entering Unmasked Estep 
Score: -35183804.000000 Penalty: 6230.415527
	Iteration 224Q: 3 clusters Score -3.51838e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212876 members 
Mstep: Class 2 contains 72431 members 
Entering Unmasked Estep 
Score: -35183792.000000 Penalty: 6230.415527
	Iteration 225Q: 3 clusters Score -3.518379e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213089 members 
Mstep: Class 2 contains 72218 members 
Entering Unmasked Estep 
Score: -35183748.000000 Penalty: 6230.415527
	Iteration 226Q: 3 clusters Score -3.518375e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213328 members 
Mstep: Class 2 contains 71979 members 
Entering Unmasked Estep 
Score: -35183724.000000 Penalty: 6230.415527
	Iteration 227Q: 3 clusters Score -3.518372e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213584 members 
Mstep: Class 2 contains 71723 members 
Entering Unmasked Estep 
Score: -35183664.000000 Penalty: 6230.415527
	Iteration 228Q: 3 clusters Score -3.518366e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213823 members 
Mstep: Class 2 contains 71484 members 
Entering Unmasked Estep 
Score: -35183660.000000 Penalty: 6230.415527
	Iteration 229Q: 3 clusters Score -3.518366e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214062 members 
Mstep: Class 2 contains 71245 members 
Entering Unmasked Estep 
Score: -35183668.000000 Penalty: 6230.415527
	Iteration 230Q: 3 clusters Score -3.518367e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214297 members 
Mstep: Class 2 contains 71010 members 
Entering Unmasked Estep 
Score: -35183652.000000 Penalty: 6230.415527
	Iteration 231Q: 3 clusters Score -3.518365e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214524 members 
Mstep: Class 2 contains 70783 members 
Entering Unmasked Estep 
Score: -35183628.000000 Penalty: 6230.415527
	Iteration 232Q: 3 clusters Score -3.518363e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214747 members 
Mstep: Class 2 contains 70560 members 
Entering Unmasked Estep 
Score: -35183716.000000 Penalty: 6230.415527
	Iteration 233Q: 3 clusters Score -3.518372e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214971 members 
Mstep: Class 2 contains 70336 members 
Entering Unmasked Estep 
Score: -35183660.000000 Penalty: 6230.415527
	Iteration 234Q: 3 clusters Score -3.518366e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215190 members 
Mstep: Class 2 contains 70117 members 
Entering Unmasked Estep 
Score: -35183664.000000 Penalty: 6230.415527
	Iteration 235Q: 3 clusters Score -3.518366e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215373 members 
Mstep: Class 2 contains 69934 members 
Entering Unmasked Estep 
Score: -35183652.000000 Penalty: 6230.415527
	Iteration 236Q: 3 clusters Score -3.518365e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215559 members 
Mstep: Class 2 contains 69748 members 
Entering Unmasked Estep 
Score: -35183668.000000 Penalty: 6230.415527
	Iteration 237Q: 3 clusters Score -3.518367e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215753 members 
Mstep: Class 2 contains 69554 members 
Entering Unmasked Estep 
Score: -35183644.000000 Penalty: 6230.415527
	Iteration 238Q: 3 clusters Score -3.518364e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215945 members 
Mstep: Class 2 contains 69362 members 
Entering Unmasked Estep 
Score: -35183684.000000 Penalty: 6230.415527
	Iteration 239Q: 3 clusters Score -3.518368e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216151 members 
Mstep: Class 2 contains 69156 members 
Entering Unmasked Estep 
Score: -35183696.000000 Penalty: 6230.415527
	Iteration 240F: 3 clusters Score -3.51837e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216330 members 
Mstep: Class 2 contains 68977 members 
Entering Unmasked Estep 
Score: -35183724.000000 Penalty: 6230.415527
	Iteration 241Q: 3 clusters Score -3.518372e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216497 members 
Mstep: Class 2 contains 68810 members 
Entering Unmasked Estep 
Score: -35183728.000000 Penalty: 6230.415527
	Iteration 242Q: 3 clusters Score -3.518373e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216649 members 
Mstep: Class 2 contains 68658 members 
Entering Unmasked Estep 
Score: -35183808.000000 Penalty: 6230.415527
	Iteration 243Q: 3 clusters Score -3.518381e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216809 members 
Mstep: Class 2 contains 68498 members 
Entering Unmasked Estep 
Score: -35183784.000000 Penalty: 6230.415527
	Iteration 244Q: 3 clusters Score -3.518378e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216967 members 
Mstep: Class 2 contains 68340 members 
Entering Unmasked Estep 
Score: -35183776.000000 Penalty: 6230.415527
	Iteration 245Q: 3 clusters Score -3.518378e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217115 members 
Mstep: Class 2 contains 68192 members 
Entering Unmasked Estep 
Score: -35183772.000000 Penalty: 6230.415527
	Iteration 246Q: 3 clusters Score -3.518377e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217263 members 
Mstep: Class 2 contains 68044 members 
Entering Unmasked Estep 
Score: -35183732.000000 Penalty: 6230.415527
	Iteration 247Q: 3 clusters Score -3.518373e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217408 members 
Mstep: Class 2 contains 67899 members 
Entering Unmasked Estep 
Score: -35183724.000000 Penalty: 6230.415527
	Iteration 248Q: 3 clusters Score -3.518372e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217563 members 
Mstep: Class 2 contains 67744 members 
Entering Unmasked Estep 
Score: -35183732.000000 Penalty: 6230.415527
	Iteration 249Q: 3 clusters Score -3.518373e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217736 members 
Mstep: Class 2 contains 67571 members 
Entering Unmasked Estep 
Score: -35183680.000000 Penalty: 6230.415527
	Iteration 250Q: 3 clusters Score -3.518368e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217893 members 
Mstep: Class 2 contains 67414 members 
Entering Unmasked Estep 
Score: -35183656.000000 Penalty: 6230.415527
	Iteration 251Q: 3 clusters Score -3.518366e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218064 members 
Mstep: Class 2 contains 67243 members 
Entering Unmasked Estep 
Score: -35183696.000000 Penalty: 6230.415527
	Iteration 252Q: 3 clusters Score -3.51837e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218235 members 
Mstep: Class 2 contains 67072 members 
Entering Unmasked Estep 
Score: -35183660.000000 Penalty: 6230.415527
	Iteration 253Q: 3 clusters Score -3.518366e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218400 members 
Mstep: Class 2 contains 66907 members 
Entering Unmasked Estep 
Score: -35183648.000000 Penalty: 6230.415527
	Iteration 254Q: 3 clusters Score -3.518365e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218563 members 
Mstep: Class 2 contains 66744 members 
Entering Unmasked Estep 
Score: -35183640.000000 Penalty: 6230.415527
	Iteration 255Q: 3 clusters Score -3.518364e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218716 members 
Mstep: Class 2 contains 66591 members 
Entering Unmasked Estep 
Score: -35183656.000000 Penalty: 6230.415527
	Iteration 256Q: 3 clusters Score -3.518366e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218885 members 
Mstep: Class 2 contains 66422 members 
Entering Unmasked Estep 
Score: -35183664.000000 Penalty: 6230.415527
	Iteration 257Q: 3 clusters Score -3.518366e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219050 members 
Mstep: Class 2 contains 66257 members 
Entering Unmasked Estep 
Score: -35183672.000000 Penalty: 6230.415527
	Iteration 258Q: 3 clusters Score -3.518367e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219238 members 
Mstep: Class 2 contains 66069 members 
Entering Unmasked Estep 
Score: -35183636.000000 Penalty: 6230.415527
	Iteration 259Q: 3 clusters Score -3.518364e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219433 members 
Mstep: Class 2 contains 65874 members 
Entering Unmasked Estep 
Score: -35183680.000000 Penalty: 6230.415527
	Iteration 260F: 3 clusters Score -3.518368e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219644 members 
Mstep: Class 2 contains 65663 members 
Entering Unmasked Estep 
Score: -35183680.000000 Penalty: 6230.415527
	Iteration 261Q: 3 clusters Score -3.518368e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219861 members 
Mstep: Class 2 contains 65446 members 
Entering Unmasked Estep 
Score: -35183668.000000 Penalty: 6230.415527
	Iteration 262Q: 3 clusters Score -3.518367e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220076 members 
Mstep: Class 2 contains 65231 members 
Entering Unmasked Estep 
Score: -35183652.000000 Penalty: 6230.415527
	Iteration 263Q: 3 clusters Score -3.518365e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220267 members 
Mstep: Class 2 contains 65040 members 
Entering Unmasked Estep 
Score: -35183632.000000 Penalty: 6230.415527
	Iteration 264Q: 3 clusters Score -3.518363e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220434 members 
Mstep: Class 2 contains 64873 members 
Entering Unmasked Estep 
Score: -35183684.000000 Penalty: 6230.415527
	Iteration 265Q: 3 clusters Score -3.518368e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220582 members 
Mstep: Class 2 contains 64725 members 
Entering Unmasked Estep 
Score: -35183656.000000 Penalty: 6230.415527
	Iteration 266Q: 3 clusters Score -3.518366e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220733 members 
Mstep: Class 2 contains 64574 members 
Entering Unmasked Estep 
Score: -35183644.000000 Penalty: 6230.415527
	Iteration 267Q: 3 clusters Score -3.518364e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220882 members 
Mstep: Class 2 contains 64425 members 
Entering Unmasked Estep 
Score: -35183668.000000 Penalty: 6230.415527
	Iteration 268Q: 3 clusters Score -3.518367e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221045 members 
Mstep: Class 2 contains 64262 members 
Entering Unmasked Estep 
Score: -35183608.000000 Penalty: 6230.415527
	Iteration 269Q: 3 clusters Score -3.518361e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221216 members 
Mstep: Class 2 contains 64091 members 
Entering Unmasked Estep 
Score: -35183628.000000 Penalty: 6230.415527
	Iteration 270Q: 3 clusters Score -3.518363e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221378 members 
Mstep: Class 2 contains 63929 members 
Entering Unmasked Estep 
Score: -35183600.000000 Penalty: 6230.415527
	Iteration 271Q: 3 clusters Score -3.51836e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221560 members 
Mstep: Class 2 contains 63747 members 
Entering Unmasked Estep 
Score: -35183616.000000 Penalty: 6230.415527
	Iteration 272Q: 3 clusters Score -3.518362e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221741 members 
Mstep: Class 2 contains 63566 members 
Entering Unmasked Estep 
Score: -35183656.000000 Penalty: 6230.415527
	Iteration 273Q: 3 clusters Score -3.518366e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221912 members 
Mstep: Class 2 contains 63395 members 
Entering Unmasked Estep 
Score: -35183612.000000 Penalty: 6230.415527
	Iteration 274Q: 3 clusters Score -3.518361e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222090 members 
Mstep: Class 2 contains 63217 members 
Entering Unmasked Estep 
Score: -35183620.000000 Penalty: 6230.415527
	Iteration 275Q: 3 clusters Score -3.518362e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222261 members 
Mstep: Class 2 contains 63046 members 
Entering Unmasked Estep 
Score: -35183616.000000 Penalty: 6230.415527
	Iteration 276Q: 3 clusters Score -3.518362e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222421 members 
Mstep: Class 2 contains 62886 members 
Entering Unmasked Estep 
Score: -35183632.000000 Penalty: 6230.415527
	Iteration 277Q: 3 clusters Score -3.518363e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222602 members 
Mstep: Class 2 contains 62705 members 
Entering Unmasked Estep 
Score: -35183600.000000 Penalty: 6230.415527
	Iteration 278Q: 3 clusters Score -3.51836e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222783 members 
Mstep: Class 2 contains 62524 members 
Entering Unmasked Estep 
Score: -35183664.000000 Penalty: 6230.415527
	Iteration 279Q: 3 clusters Score -3.518366e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222939 members 
Mstep: Class 2 contains 62368 members 
Entering Unmasked Estep 
Score: -35183652.000000 Penalty: 6230.415527
	Iteration 280F: 3 clusters Score -3.518365e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223096 members 
Mstep: Class 2 contains 62211 members 
Entering Unmasked Estep 
Score: -35183644.000000 Penalty: 6230.415527
	Iteration 281Q: 3 clusters Score -3.518364e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223245 members 
Mstep: Class 2 contains 62062 members 
Entering Unmasked Estep 
Score: -35183608.000000 Penalty: 6230.415527
	Iteration 282Q: 3 clusters Score -3.518361e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223405 members 
Mstep: Class 2 contains 61902 members 
Entering Unmasked Estep 
Score: -35183624.000000 Penalty: 6230.415527
	Iteration 283Q: 3 clusters Score -3.518362e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223578 members 
Mstep: Class 2 contains 61729 members 
Entering Unmasked Estep 
Score: -35183532.000000 Penalty: 6230.415527
	Iteration 284Q: 3 clusters Score -3.518353e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223765 members 
Mstep: Class 2 contains 61542 members 
Entering Unmasked Estep 
Score: -35183556.000000 Penalty: 6230.415527
	Iteration 285Q: 3 clusters Score -3.518356e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223942 members 
Mstep: Class 2 contains 61365 members 
Entering Unmasked Estep 
Score: -35183548.000000 Penalty: 6230.415527
	Iteration 286Q: 3 clusters Score -3.518355e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224095 members 
Mstep: Class 2 contains 61212 members 
Entering Unmasked Estep 
Score: -35183552.000000 Penalty: 6230.415527
	Iteration 287Q: 3 clusters Score -3.518355e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224260 members 
Mstep: Class 2 contains 61047 members 
Entering Unmasked Estep 
Score: -35183540.000000 Penalty: 6230.415527
	Iteration 288Q: 3 clusters Score -3.518354e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224425 members 
Mstep: Class 2 contains 60882 members 
Entering Unmasked Estep 
Score: -35183524.000000 Penalty: 6230.415527
	Iteration 289Q: 3 clusters Score -3.518352e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224599 members 
Mstep: Class 2 contains 60708 members 
Entering Unmasked Estep 
Score: -35183532.000000 Penalty: 6230.415527
	Iteration 290Q: 3 clusters Score -3.518353e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224804 members 
Mstep: Class 2 contains 60503 members 
Entering Unmasked Estep 
Score: -35183544.000000 Penalty: 6230.415527
	Iteration 291Q: 3 clusters Score -3.518354e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224996 members 
Mstep: Class 2 contains 60311 members 
Entering Unmasked Estep 
Score: -35183596.000000 Penalty: 6230.415527
	Iteration 292Q: 3 clusters Score -3.51836e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225177 members 
Mstep: Class 2 contains 60130 members 
Entering Unmasked Estep 
Score: -35183572.000000 Penalty: 6230.415527
	Iteration 293Q: 3 clusters Score -3.518357e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225398 members 
Mstep: Class 2 contains 59909 members 
Entering Unmasked Estep 
Score: -35183544.000000 Penalty: 6230.415527
	Iteration 294Q: 3 clusters Score -3.518354e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225628 members 
Mstep: Class 2 contains 59679 members 
Entering Unmasked Estep 
Score: -35183576.000000 Penalty: 6230.415527
	Iteration 295Q: 3 clusters Score -3.518358e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225858 members 
Mstep: Class 2 contains 59449 members 
Entering Unmasked Estep 
Score: -35183568.000000 Penalty: 6230.415527
	Iteration 296Q: 3 clusters Score -3.518357e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226107 members 
Mstep: Class 2 contains 59200 members 
Entering Unmasked Estep 
Score: -35183536.000000 Penalty: 6230.415527
	Iteration 297Q: 3 clusters Score -3.518354e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226362 members 
Mstep: Class 2 contains 58945 members 
Entering Unmasked Estep 
Score: -35183580.000000 Penalty: 6230.415527
	Iteration 298Q: 3 clusters Score -3.518358e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226636 members 
Mstep: Class 2 contains 58671 members 
Entering Unmasked Estep 
Score: -35183580.000000 Penalty: 6230.415527
	Iteration 299Q: 3 clusters Score -3.518358e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226895 members 
Mstep: Class 2 contains 58412 members 
Entering Unmasked Estep 
Score: -35183504.000000 Penalty: 6230.415527
	Iteration 300F: 3 clusters Score -3.51835e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227134 members 
Mstep: Class 2 contains 58173 members 
Entering Unmasked Estep 
Score: -35183524.000000 Penalty: 6230.415527
	Iteration 301Q: 3 clusters Score -3.518352e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227397 members 
Mstep: Class 2 contains 57910 members 
Entering Unmasked Estep 
Score: -35183532.000000 Penalty: 6230.415527
	Iteration 302Q: 3 clusters Score -3.518353e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227658 members 
Mstep: Class 2 contains 57649 members 
Entering Unmasked Estep 
Score: -35183536.000000 Penalty: 6230.415527
	Iteration 303Q: 3 clusters Score -3.518354e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227931 members 
Mstep: Class 2 contains 57376 members 
Entering Unmasked Estep 
Score: -35183604.000000 Penalty: 6230.415527
	Iteration 304Q: 3 clusters Score -3.51836e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228207 members 
Mstep: Class 2 contains 57100 members 
Entering Unmasked Estep 
Score: -35183596.000000 Penalty: 6230.415527
	Iteration 305Q: 3 clusters Score -3.51836e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228462 members 
Mstep: Class 2 contains 56845 members 
Entering Unmasked Estep 
Score: -35183608.000000 Penalty: 6230.415527
	Iteration 306Q: 3 clusters Score -3.518361e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228739 members 
Mstep: Class 2 contains 56568 members 
Entering Unmasked Estep 
Score: -35183592.000000 Penalty: 6230.415527
	Iteration 307Q: 3 clusters Score -3.518359e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229042 members 
Mstep: Class 2 contains 56265 members 
Entering Unmasked Estep 
Score: -35183576.000000 Penalty: 6230.415527
	Iteration 308Q: 3 clusters Score -3.518358e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229368 members 
Mstep: Class 2 contains 55939 members 
Entering Unmasked Estep 
Score: -35183580.000000 Penalty: 6230.415527
	Iteration 309Q: 3 clusters Score -3.518358e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229694 members 
Mstep: Class 2 contains 55613 members 
Entering Unmasked Estep 
Score: -35183604.000000 Penalty: 6230.415527
	Iteration 310Q: 3 clusters Score -3.51836e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229954 members 
Mstep: Class 2 contains 55353 members 
Entering Unmasked Estep 
Score: -35183572.000000 Penalty: 6230.415527
	Iteration 311Q: 3 clusters Score -3.518357e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230221 members 
Mstep: Class 2 contains 55086 members 
Entering Unmasked Estep 
Score: -35183496.000000 Penalty: 6230.415527
	Iteration 312Q: 3 clusters Score -3.51835e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230470 members 
Mstep: Class 2 contains 54837 members 
Entering Unmasked Estep 
Score: -35183512.000000 Penalty: 6230.415527
	Iteration 313Q: 3 clusters Score -3.518351e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230702 members 
Mstep: Class 2 contains 54605 members 
Entering Unmasked Estep 
Score: -35183496.000000 Penalty: 6230.415527
	Iteration 314Q: 3 clusters Score -3.51835e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230934 members 
Mstep: Class 2 contains 54373 members 
Entering Unmasked Estep 
Score: -35183452.000000 Penalty: 6230.415527
	Iteration 315Q: 3 clusters Score -3.518345e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231161 members 
Mstep: Class 2 contains 54146 members 
Entering Unmasked Estep 
Score: -35183476.000000 Penalty: 6230.415527
	Iteration 316Q: 3 clusters Score -3.518348e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231389 members 
Mstep: Class 2 contains 53918 members 
Entering Unmasked Estep 
Score: -35183488.000000 Penalty: 6230.415527
	Iteration 317Q: 3 clusters Score -3.518349e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231646 members 
Mstep: Class 2 contains 53661 members 
Entering Unmasked Estep 
Score: -35183496.000000 Penalty: 6230.415527
	Iteration 318Q: 3 clusters Score -3.51835e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231907 members 
Mstep: Class 2 contains 53400 members 
Entering Unmasked Estep 
Score: -35183444.000000 Penalty: 6230.415527
	Iteration 319Q: 3 clusters Score -3.518344e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232178 members 
Mstep: Class 2 contains 53129 members 
Entering Unmasked Estep 
Score: -35183448.000000 Penalty: 6230.415527
	Iteration 320F: 3 clusters Score -3.518345e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232479 members 
Mstep: Class 2 contains 52828 members 
Entering Unmasked Estep 
Score: -35183380.000000 Penalty: 6230.415527
	Iteration 321Q: 3 clusters Score -3.518338e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232787 members 
Mstep: Class 2 contains 52520 members 
Entering Unmasked Estep 
Score: -35183380.000000 Penalty: 6230.415527
	Iteration 322Q: 3 clusters Score -3.518338e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233080 members 
Mstep: Class 2 contains 52227 members 
Entering Unmasked Estep 
Score: -35183444.000000 Penalty: 6230.415527
	Iteration 323Q: 3 clusters Score -3.518344e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233393 members 
Mstep: Class 2 contains 51914 members 
Entering Unmasked Estep 
Score: -35183348.000000 Penalty: 6230.415527
	Iteration 324Q: 3 clusters Score -3.518335e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233691 members 
Mstep: Class 2 contains 51616 members 
Entering Unmasked Estep 
Score: -35183380.000000 Penalty: 6230.415527
	Iteration 325Q: 3 clusters Score -3.518338e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233986 members 
Mstep: Class 2 contains 51321 members 
Entering Unmasked Estep 
Score: -35183304.000000 Penalty: 6230.415527
	Iteration 326Q: 3 clusters Score -3.51833e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234285 members 
Mstep: Class 2 contains 51022 members 
Entering Unmasked Estep 
Score: -35183288.000000 Penalty: 6230.415527
	Iteration 327Q: 3 clusters Score -3.518329e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234617 members 
Mstep: Class 2 contains 50690 members 
Entering Unmasked Estep 
Score: -35183324.000000 Penalty: 6230.415527
	Iteration 328Q: 3 clusters Score -3.518332e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234939 members 
Mstep: Class 2 contains 50368 members 
Entering Unmasked Estep 
Score: -35183328.000000 Penalty: 6230.415527
	Iteration 329Q: 3 clusters Score -3.518333e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235268 members 
Mstep: Class 2 contains 50039 members 
Entering Unmasked Estep 
Score: -35183288.000000 Penalty: 6230.415527
	Iteration 330Q: 3 clusters Score -3.518329e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235600 members 
Mstep: Class 2 contains 49707 members 
Entering Unmasked Estep 
Score: -35183268.000000 Penalty: 6230.415527
	Iteration 331Q: 3 clusters Score -3.518327e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235912 members 
Mstep: Class 2 contains 49395 members 
Entering Unmasked Estep 
Score: -35183304.000000 Penalty: 6230.415527
	Iteration 332Q: 3 clusters Score -3.51833e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236192 members 
Mstep: Class 2 contains 49115 members 
Entering Unmasked Estep 
Score: -35183264.000000 Penalty: 6230.415527
	Iteration 333Q: 3 clusters Score -3.518326e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236472 members 
Mstep: Class 2 contains 48835 members 
Entering Unmasked Estep 
Score: -35183264.000000 Penalty: 6230.415527
	Iteration 334Q: 3 clusters Score -3.518326e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236753 members 
Mstep: Class 2 contains 48554 members 
Entering Unmasked Estep 
Score: -35183304.000000 Penalty: 6230.415527
	Iteration 335Q: 3 clusters Score -3.51833e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237035 members 
Mstep: Class 2 contains 48272 members 
Entering Unmasked Estep 
Score: -35183240.000000 Penalty: 6230.415527
	Iteration 336Q: 3 clusters Score -3.518324e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237353 members 
Mstep: Class 2 contains 47954 members 
Entering Unmasked Estep 
Score: -35183276.000000 Penalty: 6230.415527
	Iteration 337Q: 3 clusters Score -3.518328e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237680 members 
Mstep: Class 2 contains 47627 members 
Entering Unmasked Estep 
Score: -35183304.000000 Penalty: 6230.415527
	Iteration 338Q: 3 clusters Score -3.51833e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238020 members 
Mstep: Class 2 contains 47287 members 
Entering Unmasked Estep 
Score: -35183320.000000 Penalty: 6230.415527
	Iteration 339Q: 3 clusters Score -3.518332e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238384 members 
Mstep: Class 2 contains 46923 members 
Entering Unmasked Estep 
Score: -35183236.000000 Penalty: 6230.415527
	Iteration 340F: 3 clusters Score -3.518324e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238742 members 
Mstep: Class 2 contains 46565 members 
Entering Unmasked Estep 
Score: -35183228.000000 Penalty: 6230.415527
	Iteration 341Q: 3 clusters Score -3.518323e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239119 members 
Mstep: Class 2 contains 46188 members 
Entering Unmasked Estep 
Score: -35183184.000000 Penalty: 6230.415527
	Iteration 342Q: 3 clusters Score -3.518318e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239460 members 
Mstep: Class 2 contains 45847 members 
Entering Unmasked Estep 
Score: -35183168.000000 Penalty: 6230.415527
	Iteration 343Q: 3 clusters Score -3.518317e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239827 members 
Mstep: Class 2 contains 45480 members 
Entering Unmasked Estep 
Score: -35183192.000000 Penalty: 6230.415527
	Iteration 344Q: 3 clusters Score -3.518319e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240194 members 
Mstep: Class 2 contains 45113 members 
Entering Unmasked Estep 
Score: -35183204.000000 Penalty: 6230.415527
	Iteration 345Q: 3 clusters Score -3.51832e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240580 members 
Mstep: Class 2 contains 44727 members 
Entering Unmasked Estep 
Score: -35183260.000000 Penalty: 6230.415527
	Iteration 346Q: 3 clusters Score -3.518326e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240975 members 
Mstep: Class 2 contains 44332 members 
Entering Unmasked Estep 
Score: -35183256.000000 Penalty: 6230.415527
	Iteration 347Q: 3 clusters Score -3.518326e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241362 members 
Mstep: Class 2 contains 43945 members 
Entering Unmasked Estep 
Score: -35183212.000000 Penalty: 6230.415527
	Iteration 348Q: 3 clusters Score -3.518321e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241733 members 
Mstep: Class 2 contains 43574 members 
Entering Unmasked Estep 
Score: -35183204.000000 Penalty: 6230.415527
	Iteration 349Q: 3 clusters Score -3.51832e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242099 members 
Mstep: Class 2 contains 43208 members 
Entering Unmasked Estep 
Score: -35183200.000000 Penalty: 6230.415527
	Iteration 350Q: 3 clusters Score -3.51832e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242477 members 
Mstep: Class 2 contains 42830 members 
Entering Unmasked Estep 
Score: -35183248.000000 Penalty: 6230.415527
	Iteration 351Q: 3 clusters Score -3.518325e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242839 members 
Mstep: Class 2 contains 42468 members 
Entering Unmasked Estep 
Score: -35183144.000000 Penalty: 6230.415527
	Iteration 352Q: 3 clusters Score -3.518314e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243177 members 
Mstep: Class 2 contains 42130 members 
Entering Unmasked Estep 
Score: -35183156.000000 Penalty: 6230.415527
	Iteration 353Q: 3 clusters Score -3.518316e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243551 members 
Mstep: Class 2 contains 41756 members 
Entering Unmasked Estep 
Score: -35183164.000000 Penalty: 6230.415527
	Iteration 354Q: 3 clusters Score -3.518316e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243941 members 
Mstep: Class 2 contains 41366 members 
Entering Unmasked Estep 
Score: -35183108.000000 Penalty: 6230.415527
	Iteration 355Q: 3 clusters Score -3.518311e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244331 members 
Mstep: Class 2 contains 40976 members 
Entering Unmasked Estep 
Score: -35183116.000000 Penalty: 6230.415527
	Iteration 356Q: 3 clusters Score -3.518312e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244716 members 
Mstep: Class 2 contains 40591 members 
Entering Unmasked Estep 
Score: -35183100.000000 Penalty: 6230.415527
	Iteration 357Q: 3 clusters Score -3.51831e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245124 members 
Mstep: Class 2 contains 40183 members 
Entering Unmasked Estep 
Score: -35183060.000000 Penalty: 6230.415527
	Iteration 358Q: 3 clusters Score -3.518306e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245511 members 
Mstep: Class 2 contains 39796 members 
Entering Unmasked Estep 
Score: -35183084.000000 Penalty: 6230.415527
	Iteration 359Q: 3 clusters Score -3.518308e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245918 members 
Mstep: Class 2 contains 39389 members 
Entering Unmasked Estep 
Score: -35183156.000000 Penalty: 6230.415527
	Iteration 360F: 3 clusters Score -3.518316e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246368 members 
Mstep: Class 2 contains 38939 members 
Entering Unmasked Estep 
Score: -35183196.000000 Penalty: 6230.415527
	Iteration 361Q: 3 clusters Score -3.51832e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246837 members 
Mstep: Class 2 contains 38470 members 
Entering Unmasked Estep 
Score: -35183260.000000 Penalty: 6230.415527
	Iteration 362Q: 3 clusters Score -3.518326e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247275 members 
Mstep: Class 2 contains 38032 members 
Entering Unmasked Estep 
Score: -35183260.000000 Penalty: 6230.415527
	Iteration 363Q: 3 clusters Score -3.518326e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247710 members 
Mstep: Class 2 contains 37597 members 
Entering Unmasked Estep 
Score: -35183280.000000 Penalty: 6230.415527
	Iteration 364Q: 3 clusters Score -3.518328e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248175 members 
Mstep: Class 2 contains 37132 members 
Entering Unmasked Estep 
Score: -35183256.000000 Penalty: 6230.415527
	Iteration 365Q: 3 clusters Score -3.518326e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248627 members 
Mstep: Class 2 contains 36680 members 
Entering Unmasked Estep 
Score: -35183212.000000 Penalty: 6230.415527
	Iteration 366Q: 3 clusters Score -3.518321e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249079 members 
Mstep: Class 2 contains 36228 members 
Entering Unmasked Estep 
Score: -35183200.000000 Penalty: 6230.415527
	Iteration 367Q: 3 clusters Score -3.51832e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249530 members 
Mstep: Class 2 contains 35777 members 
Entering Unmasked Estep 
Score: -35183184.000000 Penalty: 6230.415527
	Iteration 368Q: 3 clusters Score -3.518318e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249990 members 
Mstep: Class 2 contains 35317 members 
Entering Unmasked Estep 
Score: -35183156.000000 Penalty: 6230.415527
	Iteration 369Q: 3 clusters Score -3.518316e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250495 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -35183192.000000 Penalty: 6230.415527
	Iteration 370Q: 3 clusters Score -3.518319e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250987 members 
Mstep: Class 2 contains 34320 members 
Entering Unmasked Estep 
Score: -35183236.000000 Penalty: 6230.415527
	Iteration 371Q: 3 clusters Score -3.518324e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251451 members 
Mstep: Class 2 contains 33856 members 
Entering Unmasked Estep 
Score: -35183320.000000 Penalty: 6230.415527
	Iteration 372Q: 3 clusters Score -3.518332e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251942 members 
Mstep: Class 2 contains 33365 members 
Entering Unmasked Estep 
Score: -35183304.000000 Penalty: 6230.415527
	Iteration 373Q: 3 clusters Score -3.51833e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252429 members 
Mstep: Class 2 contains 32878 members 
Entering Unmasked Estep 
Score: -35183344.000000 Penalty: 6230.415527
	Iteration 374Q: 3 clusters Score -3.518334e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252914 members 
Mstep: Class 2 contains 32393 members 
Entering Unmasked Estep 
Score: -35183416.000000 Penalty: 6230.415527
	Iteration 375Q: 3 clusters Score -3.518342e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253402 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -35183484.000000 Penalty: 6230.415527
	Iteration 376Q: 3 clusters Score -3.518348e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253889 members 
Mstep: Class 2 contains 31418 members 
Entering Unmasked Estep 
Score: -35183480.000000 Penalty: 6230.415527
	Iteration 377Q: 3 clusters Score -3.518348e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254378 members 
Mstep: Class 2 contains 30929 members 
Entering Unmasked Estep 
Score: -35183452.000000 Penalty: 6230.415527
	Iteration 378Q: 3 clusters Score -3.518345e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254913 members 
Mstep: Class 2 contains 30394 members 
Entering Unmasked Estep 
Score: -35183460.000000 Penalty: 6230.415527
	Iteration 379Q: 3 clusters Score -3.518346e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255439 members 
Mstep: Class 2 contains 29868 members 
Entering Unmasked Estep 
Score: -35183492.000000 Penalty: 6230.415527
	Iteration 380F: 3 clusters Score -3.518349e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255989 members 
Mstep: Class 2 contains 29318 members 
Entering Unmasked Estep 
Score: -35183500.000000 Penalty: 6230.415527
	Iteration 381Q: 3 clusters Score -3.51835e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256540 members 
Mstep: Class 2 contains 28767 members 
Entering Unmasked Estep 
Score: -35183568.000000 Penalty: 6230.415527
	Iteration 382Q: 3 clusters Score -3.518357e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257125 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -35183580.000000 Penalty: 6230.415527
	Iteration 383Q: 3 clusters Score -3.518358e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257701 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -35183616.000000 Penalty: 6230.415527
	Iteration 384Q: 3 clusters Score -3.518362e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258251 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -35183572.000000 Penalty: 6230.415527
	Iteration 385Q: 3 clusters Score -3.518357e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258794 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -35183556.000000 Penalty: 6230.415527
	Iteration 386Q: 3 clusters Score -3.518356e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259353 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -35183560.000000 Penalty: 6230.415527
	Iteration 387Q: 3 clusters Score -3.518356e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259903 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -35183676.000000 Penalty: 6230.415527
	Iteration 388Q: 3 clusters Score -3.518368e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260481 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -35183728.000000 Penalty: 6230.415527
	Iteration 389Q: 3 clusters Score -3.518373e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261050 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -35183800.000000 Penalty: 6230.415527
	Iteration 390Q: 3 clusters Score -3.51838e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261577 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -35183908.000000 Penalty: 6230.415527
	Iteration 391Q: 3 clusters Score -3.518391e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262100 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -35184020.000000 Penalty: 6230.415527
	Iteration 392Q: 3 clusters Score -3.518402e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262614 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -35184004.000000 Penalty: 6230.415527
	Iteration 393Q: 3 clusters Score -3.5184e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263118 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -35184000.000000 Penalty: 6230.415527
	Iteration 394Q: 3 clusters Score -3.5184e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263641 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -35184052.000000 Penalty: 6230.415527
	Iteration 395Q: 3 clusters Score -3.518405e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264135 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -35183956.000000 Penalty: 6230.415527
	Iteration 396Q: 3 clusters Score -3.518396e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264612 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -35183996.000000 Penalty: 6230.415527
	Iteration 397Q: 3 clusters Score -3.5184e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265108 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -35184080.000000 Penalty: 6230.415527
	Iteration 398Q: 3 clusters Score -3.518408e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265616 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -35184096.000000 Penalty: 6230.415527
	Iteration 399Q: 3 clusters Score -3.51841e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266108 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -35184164.000000 Penalty: 6230.415527
	Iteration 400F: 3 clusters Score -3.518416e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266580 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -35184176.000000 Penalty: 6230.415527
	Iteration 401Q: 3 clusters Score -3.518418e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267047 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -35184260.000000 Penalty: 6230.415527
	Iteration 402Q: 3 clusters Score -3.518426e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267517 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -35184344.000000 Penalty: 6230.415527
	Iteration 403Q: 3 clusters Score -3.518434e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267995 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -35184408.000000 Penalty: 6230.415527
	Iteration 404Q: 3 clusters Score -3.518441e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268475 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -35184536.000000 Penalty: 6230.415527
	Iteration 405Q: 3 clusters Score -3.518454e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268931 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -35184592.000000 Penalty: 6230.415527
	Iteration 406Q: 3 clusters Score -3.518459e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269402 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -35184584.000000 Penalty: 6230.415527
	Iteration 407Q: 3 clusters Score -3.518458e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269843 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -35184604.000000 Penalty: 6230.415527
	Iteration 408Q: 3 clusters Score -3.51846e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270240 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -35184680.000000 Penalty: 6230.415527
	Iteration 409Q: 3 clusters Score -3.518468e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270653 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -35184784.000000 Penalty: 6230.415527
	Iteration 410Q: 3 clusters Score -3.518478e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271046 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -35184784.000000 Penalty: 6230.415527
	Iteration 411Q: 3 clusters Score -3.518478e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271426 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -35184856.000000 Penalty: 6230.415527
	Iteration 412Q: 3 clusters Score -3.518486e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271794 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -35184856.000000 Penalty: 6230.415527
	Iteration 413Q: 3 clusters Score -3.518486e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272161 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -35184964.000000 Penalty: 6230.415527
	Iteration 414Q: 3 clusters Score -3.518496e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272492 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -35185080.000000 Penalty: 6230.415527
	Iteration 415Q: 3 clusters Score -3.518508e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272844 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -35185212.000000 Penalty: 6230.415527
	Iteration 416Q: 3 clusters Score -3.518521e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273192 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -35185296.000000 Penalty: 6230.415527
	Iteration 417Q: 3 clusters Score -3.51853e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273538 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -35185392.000000 Penalty: 6230.415527
	Iteration 418Q: 3 clusters Score -3.518539e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273863 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -35185384.000000 Penalty: 6230.415527
	Iteration 419Q: 3 clusters Score -3.518538e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274175 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -35185456.000000 Penalty: 6230.415527
	Iteration 420F: 3 clusters Score -3.518546e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274455 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -35185520.000000 Penalty: 6230.415527
	Iteration 421Q: 3 clusters Score -3.518552e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274736 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -35185540.000000 Penalty: 6230.415527
	Iteration 422Q: 3 clusters Score -3.518554e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274987 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -35185560.000000 Penalty: 6230.415527
	Iteration 423Q: 3 clusters Score -3.518556e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275245 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -35185572.000000 Penalty: 6230.415527
	Iteration 424Q: 3 clusters Score -3.518557e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275507 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -35185572.000000 Penalty: 6230.415527
	Iteration 425Q: 3 clusters Score -3.518557e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275756 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -35185608.000000 Penalty: 6230.415527
	Iteration 426Q: 3 clusters Score -3.518561e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275981 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -35185592.000000 Penalty: 6230.415527
	Iteration 427Q: 3 clusters Score -3.518559e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276183 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -35185604.000000 Penalty: 6230.415527
	Iteration 428Q: 3 clusters Score -3.51856e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276364 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -35185576.000000 Penalty: 6230.415527
	Iteration 429Q: 3 clusters Score -3.518558e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276552 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -35185616.000000 Penalty: 6230.415527
	Iteration 430Q: 3 clusters Score -3.518562e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276726 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -35185656.000000 Penalty: 6230.415527
	Iteration 431Q: 3 clusters Score -3.518566e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276918 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -35185720.000000 Penalty: 6230.415527
	Iteration 432Q: 3 clusters Score -3.518572e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277114 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -35185772.000000 Penalty: 6230.415527
	Iteration 433Q: 3 clusters Score -3.518577e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277289 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -35185812.000000 Penalty: 6230.415527
	Iteration 434Q: 3 clusters Score -3.518581e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277463 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -35185840.000000 Penalty: 6230.415527
	Iteration 435Q: 3 clusters Score -3.518584e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277629 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -35185896.000000 Penalty: 6230.415527
	Iteration 436Q: 3 clusters Score -3.51859e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277769 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -35185904.000000 Penalty: 6230.415527
	Iteration 437Q: 3 clusters Score -3.51859e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277911 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -35185904.000000 Penalty: 6230.415527
	Iteration 438Q: 3 clusters Score -3.51859e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278037 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -35186020.000000 Penalty: 6230.415527
	Iteration 439Q: 3 clusters Score -3.518602e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278161 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -35186036.000000 Penalty: 6230.415527
	Iteration 440F: 3 clusters Score -3.518604e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278295 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -35186076.000000 Penalty: 6230.415527
	Iteration 441Q: 3 clusters Score -3.518608e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278424 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -35186128.000000 Penalty: 6230.415527
	Iteration 442Q: 3 clusters Score -3.518613e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278551 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -35186152.000000 Penalty: 6230.415527
	Iteration 443Q: 3 clusters Score -3.518615e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278676 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -35186128.000000 Penalty: 6230.415527
	Iteration 444Q: 3 clusters Score -3.518613e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278781 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -35186148.000000 Penalty: 6230.415527
	Iteration 445Q: 3 clusters Score -3.518615e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278875 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -35186156.000000 Penalty: 6230.415527
	Iteration 446Q: 3 clusters Score -3.518616e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278987 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -35186184.000000 Penalty: 6230.415527
	Iteration 447Q: 3 clusters Score -3.518618e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279082 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -35186200.000000 Penalty: 6230.415527
	Iteration 448Q: 3 clusters Score -3.51862e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279152 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -35186216.000000 Penalty: 6230.415527
	Iteration 449Q: 3 clusters Score -3.518622e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279234 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -35186252.000000 Penalty: 6230.415527
	Iteration 450Q: 3 clusters Score -3.518625e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279301 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -35186272.000000 Penalty: 6230.415527
	Iteration 451Q: 3 clusters Score -3.518627e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279366 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -35186308.000000 Penalty: 6230.415527
	Iteration 452Q: 3 clusters Score -3.518631e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279434 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -35186300.000000 Penalty: 6230.415527
	Iteration 453Q: 3 clusters Score -3.51863e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279490 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -35186316.000000 Penalty: 6230.415527
	Iteration 454Q: 3 clusters Score -3.518632e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279532 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -35186292.000000 Penalty: 6230.415527
	Iteration 455Q: 3 clusters Score -3.518629e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279568 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -35186300.000000 Penalty: 6230.415527
	Iteration 456Q: 3 clusters Score -3.51863e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279613 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -35186264.000000 Penalty: 6230.415527
	Iteration 457Q: 3 clusters Score -3.518626e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279655 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -35186280.000000 Penalty: 6230.415527
	Iteration 458Q: 3 clusters Score -3.518628e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279696 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -35186288.000000 Penalty: 6230.415527
	Iteration 459Q: 3 clusters Score -3.518629e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279736 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -35186288.000000 Penalty: 6230.415527
	Iteration 460F: 3 clusters Score -3.518629e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279772 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -35186332.000000 Penalty: 6230.415527
	Iteration 461Q: 3 clusters Score -3.518633e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279805 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -35186308.000000 Penalty: 6230.415527
	Iteration 462Q: 3 clusters Score -3.518631e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279834 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -35186332.000000 Penalty: 6230.415527
	Iteration 463Q: 3 clusters Score -3.518633e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279872 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -35186356.000000 Penalty: 6230.415527
	Iteration 464Q: 3 clusters Score -3.518636e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279904 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -35186400.000000 Penalty: 6230.415527
	Iteration 465Q: 3 clusters Score -3.51864e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279937 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -35186404.000000 Penalty: 6230.415527
	Iteration 466Q: 3 clusters Score -3.51864e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279971 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -35186400.000000 Penalty: 6230.415527
	Iteration 467Q: 3 clusters Score -3.51864e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280003 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -35186400.000000 Penalty: 6230.415527
	Iteration 468Q: 3 clusters Score -3.51864e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280030 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -35186412.000000 Penalty: 6230.415527
	Iteration 469Q: 3 clusters Score -3.518641e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280065 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -35186428.000000 Penalty: 6230.415527
	Iteration 470Q: 3 clusters Score -3.518643e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280099 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -35186464.000000 Penalty: 6230.415527
	Iteration 471Q: 3 clusters Score -3.518646e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280126 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -35186456.000000 Penalty: 6230.415527
	Iteration 472Q: 3 clusters Score -3.518646e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280153 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -35186472.000000 Penalty: 6230.415527
	Iteration 473Q: 3 clusters Score -3.518647e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280176 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -35186468.000000 Penalty: 6230.415527
	Iteration 474Q: 3 clusters Score -3.518647e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280191 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -35186512.000000 Penalty: 6230.415527
	Iteration 475Q: 3 clusters Score -3.518651e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280199 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -35186496.000000 Penalty: 6230.415527
	Iteration 476Q: 3 clusters Score -3.51865e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280218 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -35186508.000000 Penalty: 6230.415527
	Iteration 477Q: 3 clusters Score -3.518651e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280232 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -35186512.000000 Penalty: 6230.415527
	Iteration 478Q: 3 clusters Score -3.518651e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280242 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -35186524.000000 Penalty: 6230.415527
	Iteration 479Q: 3 clusters Score -3.518652e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280247 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -35186516.000000 Penalty: 6230.415527
	Iteration 480F: 3 clusters Score -3.518652e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280254 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -35186520.000000 Penalty: 6230.415527
	Iteration 481Q: 3 clusters Score -3.518652e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280261 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -35186528.000000 Penalty: 6230.415527
	Iteration 482Q: 3 clusters Score -3.518653e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280268 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -35186532.000000 Penalty: 6230.415527
	Iteration 483Q: 3 clusters Score -3.518653e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280278 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -35186536.000000 Penalty: 6230.415527
	Iteration 484Q: 3 clusters Score -3.518654e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280283 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -35186548.000000 Penalty: 6230.415527
	Iteration 485Q: 3 clusters Score -3.518655e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280288 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -35186540.000000 Penalty: 6230.415527
	Iteration 486Q: 3 clusters Score -3.518654e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280296 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -35186540.000000 Penalty: 6230.415527
	Iteration 487Q: 3 clusters Score -3.518654e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280301 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -35186552.000000 Penalty: 6230.415527
	Iteration 488Q: 3 clusters Score -3.518655e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280309 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -35186588.000000 Penalty: 6230.415527
	Iteration 489Q: 3 clusters Score -3.518659e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280315 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -35186584.000000 Penalty: 6230.415527
	Iteration 490Q: 3 clusters Score -3.518658e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280321 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -35186604.000000 Penalty: 6230.415527
	Iteration 491Q: 3 clusters Score -3.51866e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280322 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -35186592.000000 Penalty: 6230.415527
	Iteration 492Q: 3 clusters Score -3.518659e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280328 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -35186600.000000 Penalty: 6230.415527
	Iteration 493Q: 3 clusters Score -3.51866e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280333 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -35186604.000000 Penalty: 6230.415527
	Iteration 494Q: 3 clusters Score -3.51866e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280341 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -35186584.000000 Penalty: 6230.415527
	Iteration 495Q: 3 clusters Score -3.518658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280344 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -35186600.000000 Penalty: 6230.415527
	Iteration 496Q: 3 clusters Score -3.51866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280347 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -35186592.000000 Penalty: 6230.415527
	Iteration 497Q: 3 clusters Score -3.518659e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280348 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -35186592.000000 Penalty: 6230.415527
	Iteration 498Q: 3 clusters Score -3.518659e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280349 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -35186584.000000 Penalty: 6230.415527
	Iteration 499Q: 3 clusters Score -3.518658e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280353 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -35186592.000000 Penalty: 6230.415527
	Iteration 500F: 3 clusters Score -3.518659e+07 nChanged 5
Maximum iterations exceeded
Entering ConstructFrom: 
Trying to split cluster 8 (13454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Entering Unmasked Estep 
Score: -1539785.000000 Penalty: 2357.743896
	Iteration 0F: 2 clusters Score -1539785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1530016.125000 Penalty: 4715.487793
	Iteration 0F: 3 clusters Score -1530016 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1533287.375000 Penalty: 4715.487793
	Iteration 1F: 3 clusters Score -1533287 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1533832.625000 Penalty: 4715.487793
	Iteration 2F: 3 clusters Score -1533833 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1534360.000000 Penalty: 4715.487793
	Iteration 3F: 3 clusters Score -1534360 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1535034.000000 Penalty: 4715.487793
	Iteration 4F: 3 clusters Score -1535034 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1535904.500000 Penalty: 4715.487793
	Iteration 5F: 3 clusters Score -1535904 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1536829.500000 Penalty: 4715.487793
	Iteration 6F: 3 clusters Score -1536830 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1537710.625000 Penalty: 4715.487793
	Iteration 7F: 3 clusters Score -1537711 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1538346.250000 Penalty: 4715.487793
	Iteration 8F: 3 clusters Score -1538346 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1538793.750000 Penalty: 4715.487793
	Iteration 9Q: 3 clusters Score -1538794 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1539093.625000 Penalty: 4715.487793
	Iteration 10Q: 3 clusters Score -1539094 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1539290.125000 Penalty: 4715.487793
	Iteration 11Q: 3 clusters Score -1539290 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1539380.625000 Penalty: 4715.487793
	Iteration 12Q: 3 clusters Score -1539381 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1539434.500000 Penalty: 4715.487793
	Iteration 13Q: 3 clusters Score -1539434 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1539453.125000 Penalty: 4715.487793
	Iteration 14Q: 3 clusters Score -1539453 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1539464.125000 Penalty: 4715.487793
	Iteration 15Q: 3 clusters Score -1539464 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1539472.500000 Penalty: 4715.487793
	Iteration 16Q: 3 clusters Score -1539472 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1539471.500000 Penalty: 4715.487793
	Iteration 17Q: 3 clusters Score -1539472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1539475.375000 Penalty: 4715.487793
	Iteration 18Q: 3 clusters Score -1539475 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1539471.875000 Penalty: 4715.487793
	Iteration 19Q: 3 clusters Score -1539472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1539475.500000 Penalty: 4715.487793
	Iteration 20F: 3 clusters Score -1539476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1539474.875000 Penalty: 4715.487793
	Iteration 21Q: 3 clusters Score -1539475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1539474.875000 Penalty: 4715.487793
	Iteration 22F: 3 clusters Score -1539475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (22462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Entering Unmasked Estep 
Score: -2705060.250000 Penalty: 2484.855713
	Iteration 0F: 2 clusters Score -2705060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -2689392.500000 Penalty: 4969.711426
	Iteration 0F: 3 clusters Score -2689392 nChanged 9905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -2694659.500000 Penalty: 4969.711426
	Iteration 1F: 3 clusters Score -2694660 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -2695050.750000 Penalty: 4969.711426
	Iteration 2F: 3 clusters Score -2695051 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -2695332.000000 Penalty: 4969.711426
	Iteration 3Q: 3 clusters Score -2695332 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -2695588.000000 Penalty: 4969.711426
	Iteration 4Q: 3 clusters Score -2695588 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -2695872.250000 Penalty: 4969.711426
	Iteration 5Q: 3 clusters Score -2695872 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -2696290.250000 Penalty: 4969.711426
	Iteration 6Q: 3 clusters Score -2696290 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -2696874.750000 Penalty: 4969.711426
	Iteration 7Q: 3 clusters Score -2696875 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -2697630.500000 Penalty: 4969.711426
	Iteration 8F: 3 clusters Score -2697630 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -2698565.500000 Penalty: 4969.711426
	Iteration 9F: 3 clusters Score -2698566 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -2699683.750000 Penalty: 4969.711426
	Iteration 10F: 3 clusters Score -2699684 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -2701324.500000 Penalty: 4969.711426
	Iteration 11F: 3 clusters Score -2701324 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -2703877.750000 Penalty: 4969.711426
	Iteration 12F: 3 clusters Score -2703878 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -2706638.250000 Penalty: 4969.711426
	Iteration 13F: 3 clusters Score -2706638 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -2707829.500000 Penalty: 4969.711426
	Iteration 14Q: 3 clusters Score -2707830 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -2708123.750000 Penalty: 4969.711426
	Iteration 15Q: 3 clusters Score -2708124 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -2708220.500000 Penalty: 4969.711426
	Iteration 16Q: 3 clusters Score -2708220 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -2708267.000000 Penalty: 4969.711426
	Iteration 17Q: 3 clusters Score -2708267 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -2708295.750000 Penalty: 4969.711426
	Iteration 18Q: 3 clusters Score -2708296 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -2708300.750000 Penalty: 4969.711426
	Iteration 19Q: 3 clusters Score -2708301 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -2708318.500000 Penalty: 4969.711426
	Iteration 20F: 3 clusters Score -2708318 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -2708320.750000 Penalty: 4969.711426
	Iteration 21Q: 3 clusters Score -2708321 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -2708328.000000 Penalty: 4969.711426
	Iteration 22Q: 3 clusters Score -2708328 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -2708324.750000 Penalty: 4969.711426
	Iteration 23Q: 3 clusters Score -2708325 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -2708328.250000 Penalty: 4969.711426
	Iteration 24Q: 3 clusters Score -2708328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -2708331.250000 Penalty: 4969.711426
	Iteration 25Q: 3 clusters Score -2708331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -2708334.000000 Penalty: 4969.711426
	Iteration 26Q: 3 clusters Score -2708334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -2708329.750000 Penalty: 4969.711426
	Iteration 27Q: 3 clusters Score -2708330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -2708333.500000 Penalty: 4969.711426
	Iteration 28Q: 3 clusters Score -2708334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -2708334.000000 Penalty: 4969.711426
	Iteration 29Q: 3 clusters Score -2708334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -2708331.000000 Penalty: 4969.711426
	Iteration 30Q: 3 clusters Score -2708331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -2708331.000000 Penalty: 4969.711426
	Iteration 31F: 3 clusters Score -2708331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 8689 members 
Mstep: Class 3 contains 16956 members 
Mstep: Class 4 contains 188567 members 
Mstep: Class 5 contains 298335 members 
Mstep: Class 6 contains 8902 members 
Mstep: Class 7 contains 285307 members 
Mstep: Class 8 contains 13454 members 
Mstep: Class 9 contains 9738 members 
Mstep: Class 10 contains 14853 members 
Mstep: Class 11 contains 9141 members 
Mstep: Class 12 contains 16406 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 2966 members 
Mstep: Class 15 contains 246444 members 
Mstep: Class 16 contains 190126 members 
Mstep: Class 17 contains 30544 members 
Mstep: Class 18 contains 85142 members 
Mstep: Class 19 contains 25700 members 
Mstep: Class 20 contains 235051 members 
Mstep: Class 21 contains 43393 members 
Mstep: Class 22 contains 62888 members 
Mstep: Class 23 contains 25591 members 
Mstep: Class 24 contains 33743 members 
Mstep: Class 25 contains 1388 members 
Mstep: Class 26 contains 12892 members 
Mstep: Class 27 contains 9572 members 
Mstep: Class 28 contains 5272 members 
Mstep: Class 29 contains 12761 members 
Mstep: Class 30 contains 1426 members 
Mstep: Class 31 contains 7211 members 
Mstep: Class 32 contains 10572 members 
Mstep: Class 33 contains 56270 members 
Mstep: Class 34 contains 12724 members 
Entering Unmasked Estep 
Score: -235445168.000000 Penalty: 122295.437500
Splitting cluster 9 changes total score from -235442848.000000 to -235445168.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 10 (14853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Entering Unmasked Estep 
Score: -1689667.875000 Penalty: 2382.277344
	Iteration 0F: 2 clusters Score -1689668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1678858.375000 Penalty: 4764.554688
	Iteration 0F: 3 clusters Score -1678858 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1682190.875000 Penalty: 4764.554688
	Iteration 1F: 3 clusters Score -1682191 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1682561.375000 Penalty: 4764.554688
	Iteration 2F: 3 clusters Score -1682561 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1682904.000000 Penalty: 4764.554688
	Iteration 3F: 3 clusters Score -1682904 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1683215.500000 Penalty: 4764.554688
	Iteration 4Q: 3 clusters Score -1683216 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1683533.750000 Penalty: 4764.554688
	Iteration 5Q: 3 clusters Score -1683534 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1683868.875000 Penalty: 4764.554688
	Iteration 6Q: 3 clusters Score -1683869 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1684253.500000 Penalty: 4764.554688
	Iteration 7Q: 3 clusters Score -1684254 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1684673.625000 Penalty: 4764.554688
	Iteration 8Q: 3 clusters Score -1684674 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1685188.000000 Penalty: 4764.554688
	Iteration 9Q: 3 clusters Score -1685188 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1685721.125000 Penalty: 4764.554688
	Iteration 10Q: 3 clusters Score -1685721 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1686221.625000 Penalty: 4764.554688
	Iteration 11Q: 3 clusters Score -1686222 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1686649.500000 Penalty: 4764.554688
	Iteration 12Q: 3 clusters Score -1686650 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1686983.625000 Penalty: 4764.554688
	Iteration 13Q: 3 clusters Score -1686984 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1687231.750000 Penalty: 4764.554688
	Iteration 14Q: 3 clusters Score -1687232 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1687463.750000 Penalty: 4764.554688
	Iteration 15Q: 3 clusters Score -1687464 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -1687645.250000 Penalty: 4764.554688
	Iteration 16Q: 3 clusters Score -1687645 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1687832.125000 Penalty: 4764.554688
	Iteration 17Q: 3 clusters Score -1687832 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1688038.750000 Penalty: 4764.554688
	Iteration 18Q: 3 clusters Score -1688039 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -1688242.625000 Penalty: 4764.554688
	Iteration 19Q: 3 clusters Score -1688243 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1688486.125000 Penalty: 4764.554688
	Iteration 20F: 3 clusters Score -1688486 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1688819.375000 Penalty: 4764.554688
	Iteration 21Q: 3 clusters Score -1688819 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1689087.625000 Penalty: 4764.554688
	Iteration 22Q: 3 clusters Score -1689088 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1689241.375000 Penalty: 4764.554688
	Iteration 23Q: 3 clusters Score -1689241 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1689317.875000 Penalty: 4764.554688
	Iteration 24Q: 3 clusters Score -1689318 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1689356.125000 Penalty: 4764.554688
	Iteration 25Q: 3 clusters Score -1689356 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1689380.500000 Penalty: 4764.554688
	Iteration 26Q: 3 clusters Score -1689380 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1689391.500000 Penalty: 4764.554688
	Iteration 27Q: 3 clusters Score -1689392 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1689396.375000 Penalty: 4764.554688
	Iteration 28Q: 3 clusters Score -1689396 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1689401.875000 Penalty: 4764.554688
	Iteration 29Q: 3 clusters Score -1689402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1689408.250000 Penalty: 4764.554688
	Iteration 30Q: 3 clusters Score -1689408 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1689407.625000 Penalty: 4764.554688
	Iteration 31Q: 3 clusters Score -1689408 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1689413.875000 Penalty: 4764.554688
	Iteration 32Q: 3 clusters Score -1689414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1689413.875000 Penalty: 4764.554688
	Iteration 33Q: 3 clusters Score -1689414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1689421.125000 Penalty: 4764.554688
	Iteration 34Q: 3 clusters Score -1689421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1689417.000000 Penalty: 4764.554688
	Iteration 35Q: 3 clusters Score -1689417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1689419.750000 Penalty: 4764.554688
	Iteration 36Q: 3 clusters Score -1689420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1689420.875000 Penalty: 4764.554688
	Iteration 37Q: 3 clusters Score -1689421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1689422.125000 Penalty: 4764.554688
	Iteration 38Q: 3 clusters Score -1689422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1689424.750000 Penalty: 4764.554688
	Iteration 39Q: 3 clusters Score -1689425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1689428.000000 Penalty: 4764.554688
	Iteration 40F: 3 clusters Score -1689428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1689435.000000 Penalty: 4764.554688
	Iteration 41Q: 3 clusters Score -1689435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1689435.000000 Penalty: 4764.554688
	Iteration 42Q: 3 clusters Score -1689435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1689435.875000 Penalty: 4764.554688
	Iteration 43Q: 3 clusters Score -1689436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1689437.875000 Penalty: 4764.554688
	Iteration 44Q: 3 clusters Score -1689438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1689436.625000 Penalty: 4764.554688
	Iteration 45Q: 3 clusters Score -1689437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1689436.375000 Penalty: 4764.554688
	Iteration 46Q: 3 clusters Score -1689436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1689440.000000 Penalty: 4764.554688
	Iteration 47Q: 3 clusters Score -1689440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1689439.625000 Penalty: 4764.554688
	Iteration 48Q: 3 clusters Score -1689440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1689440.875000 Penalty: 4764.554688
	Iteration 49Q: 3 clusters Score -1689441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1689442.625000 Penalty: 4764.554688
	Iteration 50Q: 3 clusters Score -1689443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1689441.750000 Penalty: 4764.554688
	Iteration 51Q: 3 clusters Score -1689442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1689441.625000 Penalty: 4764.554688
	Iteration 52Q: 3 clusters Score -1689442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1689441.125000 Penalty: 4764.554688
	Iteration 53Q: 3 clusters Score -1689441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1689440.500000 Penalty: 4764.554688
	Iteration 54Q: 3 clusters Score -1689440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1689442.500000 Penalty: 4764.554688
	Iteration 55Q: 3 clusters Score -1689442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1689443.250000 Penalty: 4764.554688
	Iteration 56Q: 3 clusters Score -1689443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1689443.250000 Penalty: 4764.554688
	Iteration 57F: 3 clusters Score -1689443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Entering Unmasked Estep 
Score: -997904.562500 Penalty: 2261.890381
	Iteration 0F: 2 clusters Score -997904.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -990859.312500 Penalty: 4523.780762
	Iteration 0F: 3 clusters Score -990859.3 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -993117.125000 Penalty: 4523.780762
	Iteration 1F: 3 clusters Score -993117.1 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -993788.875000 Penalty: 4523.780762
	Iteration 2F: 3 clusters Score -993788.9 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -994385.000000 Penalty: 4523.780762
	Iteration 3F: 3 clusters Score -994385 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -994943.937500 Penalty: 4523.780762
	Iteration 4F: 3 clusters Score -994943.9 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -995348.687500 Penalty: 4523.780762
	Iteration 5F: 3 clusters Score -995348.7 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -995671.812500 Penalty: 4523.780762
	Iteration 6F: 3 clusters Score -995671.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -995889.625000 Penalty: 4523.780762
	Iteration 7Q: 3 clusters Score -995889.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -996035.000000 Penalty: 4523.780762
	Iteration 8Q: 3 clusters Score -996035 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -996145.125000 Penalty: 4523.780762
	Iteration 9Q: 3 clusters Score -996145.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -996255.625000 Penalty: 4523.780762
	Iteration 10Q: 3 clusters Score -996255.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -996363.375000 Penalty: 4523.780762
	Iteration 11Q: 3 clusters Score -996363.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -996475.500000 Penalty: 4523.780762
	Iteration 12Q: 3 clusters Score -996475.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -996571.937500 Penalty: 4523.780762
	Iteration 13Q: 3 clusters Score -996571.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -996671.312500 Penalty: 4523.780762
	Iteration 14Q: 3 clusters Score -996671.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -996746.062500 Penalty: 4523.780762
	Iteration 15Q: 3 clusters Score -996746.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -996811.500000 Penalty: 4523.780762
	Iteration 16Q: 3 clusters Score -996811.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -996859.750000 Penalty: 4523.780762
	Iteration 17Q: 3 clusters Score -996859.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -996896.437500 Penalty: 4523.780762
	Iteration 18Q: 3 clusters Score -996896.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -996927.687500 Penalty: 4523.780762
	Iteration 19Q: 3 clusters Score -996927.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -996959.187500 Penalty: 4523.780762
	Iteration 20F: 3 clusters Score -996959.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -996990.312500 Penalty: 4523.780762
	Iteration 21Q: 3 clusters Score -996990.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -997018.750000 Penalty: 4523.780762
	Iteration 22Q: 3 clusters Score -997018.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -997040.875000 Penalty: 4523.780762
	Iteration 23Q: 3 clusters Score -997040.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -997061.562500 Penalty: 4523.780762
	Iteration 24Q: 3 clusters Score -997061.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -997081.750000 Penalty: 4523.780762
	Iteration 25Q: 3 clusters Score -997081.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -997102.750000 Penalty: 4523.780762
	Iteration 26Q: 3 clusters Score -997102.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -997136.125000 Penalty: 4523.780762
	Iteration 27Q: 3 clusters Score -997136.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -997168.187500 Penalty: 4523.780762
	Iteration 28Q: 3 clusters Score -997168.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -997195.000000 Penalty: 4523.780762
	Iteration 29Q: 3 clusters Score -997195 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -997218.000000 Penalty: 4523.780762
	Iteration 30Q: 3 clusters Score -997218 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -997239.625000 Penalty: 4523.780762
	Iteration 31Q: 3 clusters Score -997239.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -997264.875000 Penalty: 4523.780762
	Iteration 32Q: 3 clusters Score -997264.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -997310.875000 Penalty: 4523.780762
	Iteration 33Q: 3 clusters Score -997310.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -997377.187500 Penalty: 4523.780762
	Iteration 34Q: 3 clusters Score -997377.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -997449.875000 Penalty: 4523.780762
	Iteration 35Q: 3 clusters Score -997449.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -997516.187500 Penalty: 4523.780762
	Iteration 36Q: 3 clusters Score -997516.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -997548.375000 Penalty: 4523.780762
	Iteration 37Q: 3 clusters Score -997548.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -997564.250000 Penalty: 4523.780762
	Iteration 38Q: 3 clusters Score -997564.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -997569.687500 Penalty: 4523.780762
	Iteration 39Q: 3 clusters Score -997569.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -997577.375000 Penalty: 4523.780762
	Iteration 40F: 3 clusters Score -997577.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -997577.937500 Penalty: 4523.780762
	Iteration 41Q: 3 clusters Score -997577.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -997579.625000 Penalty: 4523.780762
	Iteration 42Q: 3 clusters Score -997579.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -997578.875000 Penalty: 4523.780762
	Iteration 43Q: 3 clusters Score -997578.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -997579.437500 Penalty: 4523.780762
	Iteration 44Q: 3 clusters Score -997579.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -997579.687500 Penalty: 4523.780762
	Iteration 45Q: 3 clusters Score -997579.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -997580.125000 Penalty: 4523.780762
	Iteration 46Q: 3 clusters Score -997580.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -997580.125000 Penalty: 4523.780762
	Iteration 47F: 3 clusters Score -997580.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Entering Unmasked Estep 
Score: -1975536.750000 Penalty: 2406.939697
	Iteration 0F: 2 clusters Score -1975537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1963773.875000 Penalty: 4813.879395
	Iteration 0F: 3 clusters Score -1963774 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1967631.750000 Penalty: 4813.879395
	Iteration 1F: 3 clusters Score -1967632 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1968154.500000 Penalty: 4813.879395
	Iteration 2F: 3 clusters Score -1968154 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1968750.250000 Penalty: 4813.879395
	Iteration 3F: 3 clusters Score -1968750 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1969427.375000 Penalty: 4813.879395
	Iteration 4F: 3 clusters Score -1969427 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1970200.500000 Penalty: 4813.879395
	Iteration 5F: 3 clusters Score -1970200 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1970944.625000 Penalty: 4813.879395
	Iteration 6F: 3 clusters Score -1970945 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1971558.875000 Penalty: 4813.879395
	Iteration 7F: 3 clusters Score -1971559 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1972063.125000 Penalty: 4813.879395
	Iteration 8Q: 3 clusters Score -1972063 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1972448.875000 Penalty: 4813.879395
	Iteration 9Q: 3 clusters Score -1972449 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -1972754.375000 Penalty: 4813.879395
	Iteration 10Q: 3 clusters Score -1972754 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -1973002.500000 Penalty: 4813.879395
	Iteration 11Q: 3 clusters Score -1973002 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -1973183.875000 Penalty: 4813.879395
	Iteration 12Q: 3 clusters Score -1973184 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -1973298.250000 Penalty: 4813.879395
	Iteration 13Q: 3 clusters Score -1973298 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -1973383.750000 Penalty: 4813.879395
	Iteration 14Q: 3 clusters Score -1973384 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -1973445.500000 Penalty: 4813.879395
	Iteration 15Q: 3 clusters Score -1973446 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -1973501.625000 Penalty: 4813.879395
	Iteration 16Q: 3 clusters Score -1973502 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -1973541.125000 Penalty: 4813.879395
	Iteration 17Q: 3 clusters Score -1973541 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -1973570.125000 Penalty: 4813.879395
	Iteration 18Q: 3 clusters Score -1973570 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -1973591.000000 Penalty: 4813.879395
	Iteration 19Q: 3 clusters Score -1973591 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -1973618.750000 Penalty: 4813.879395
	Iteration 20F: 3 clusters Score -1973619 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -1973643.750000 Penalty: 4813.879395
	Iteration 21Q: 3 clusters Score -1973644 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -1973667.750000 Penalty: 4813.879395
	Iteration 22Q: 3 clusters Score -1973668 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -1973687.500000 Penalty: 4813.879395
	Iteration 23Q: 3 clusters Score -1973688 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -1973699.375000 Penalty: 4813.879395
	Iteration 24Q: 3 clusters Score -1973699 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -1973716.000000 Penalty: 4813.879395
	Iteration 25Q: 3 clusters Score -1973716 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -1973729.875000 Penalty: 4813.879395
	Iteration 26Q: 3 clusters Score -1973730 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -1973730.375000 Penalty: 4813.879395
	Iteration 27Q: 3 clusters Score -1973730 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -1973739.125000 Penalty: 4813.879395
	Iteration 28Q: 3 clusters Score -1973739 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -1973744.250000 Penalty: 4813.879395
	Iteration 29Q: 3 clusters Score -1973744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -1973750.375000 Penalty: 4813.879395
	Iteration 30Q: 3 clusters Score -1973750 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -1973754.625000 Penalty: 4813.879395
	Iteration 31Q: 3 clusters Score -1973755 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -1973762.625000 Penalty: 4813.879395
	Iteration 32Q: 3 clusters Score -1973763 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -1973767.875000 Penalty: 4813.879395
	Iteration 33Q: 3 clusters Score -1973768 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -1973782.000000 Penalty: 4813.879395
	Iteration 34Q: 3 clusters Score -1973782 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -1973791.750000 Penalty: 4813.879395
	Iteration 35Q: 3 clusters Score -1973792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -1973803.750000 Penalty: 4813.879395
	Iteration 36Q: 3 clusters Score -1973804 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -1973810.000000 Penalty: 4813.879395
	Iteration 37Q: 3 clusters Score -1973810 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -1973817.875000 Penalty: 4813.879395
	Iteration 38Q: 3 clusters Score -1973818 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -1973830.750000 Penalty: 4813.879395
	Iteration 39Q: 3 clusters Score -1973831 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -1973841.125000 Penalty: 4813.879395
	Iteration 40F: 3 clusters Score -1973841 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -1973854.125000 Penalty: 4813.879395
	Iteration 41Q: 3 clusters Score -1973854 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -1973865.750000 Penalty: 4813.879395
	Iteration 42Q: 3 clusters Score -1973866 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -1973887.625000 Penalty: 4813.879395
	Iteration 43Q: 3 clusters Score -1973888 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -1973914.125000 Penalty: 4813.879395
	Iteration 44Q: 3 clusters Score -1973914 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -1973938.750000 Penalty: 4813.879395
	Iteration 45Q: 3 clusters Score -1973939 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -1973962.375000 Penalty: 4813.879395
	Iteration 46Q: 3 clusters Score -1973962 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -1973968.000000 Penalty: 4813.879395
	Iteration 47Q: 3 clusters Score -1973968 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -1973974.375000 Penalty: 4813.879395
	Iteration 48Q: 3 clusters Score -1973974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -1973982.625000 Penalty: 4813.879395
	Iteration 49Q: 3 clusters Score -1973983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -1973985.375000 Penalty: 4813.879395
	Iteration 50Q: 3 clusters Score -1973985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -1973993.750000 Penalty: 4813.879395
	Iteration 51Q: 3 clusters Score -1973994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -1973999.500000 Penalty: 4813.879395
	Iteration 52Q: 3 clusters Score -1974000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -1974007.000000 Penalty: 4813.879395
	Iteration 53Q: 3 clusters Score -1974007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -1974008.125000 Penalty: 4813.879395
	Iteration 54Q: 3 clusters Score -1974008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -1974005.125000 Penalty: 4813.879395
	Iteration 55Q: 3 clusters Score -1974005 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -1974009.000000 Penalty: 4813.879395
	Iteration 56Q: 3 clusters Score -1974009 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -1974022.125000 Penalty: 4813.879395
	Iteration 57Q: 3 clusters Score -1974022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -1974025.500000 Penalty: 4813.879395
	Iteration 58Q: 3 clusters Score -1974026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -1974031.875000 Penalty: 4813.879395
	Iteration 59Q: 3 clusters Score -1974032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -1974035.000000 Penalty: 4813.879395
	Iteration 60F: 3 clusters Score -1974035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -1974037.125000 Penalty: 4813.879395
	Iteration 61Q: 3 clusters Score -1974037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -1974037.875000 Penalty: 4813.879395
	Iteration 62Q: 3 clusters Score -1974038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -1974039.750000 Penalty: 4813.879395
	Iteration 63Q: 3 clusters Score -1974040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -1974042.000000 Penalty: 4813.879395
	Iteration 64Q: 3 clusters Score -1974042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -1974043.875000 Penalty: 4813.879395
	Iteration 65Q: 3 clusters Score -1974044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -1974046.375000 Penalty: 4813.879395
	Iteration 66Q: 3 clusters Score -1974046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -1974047.500000 Penalty: 4813.879395
	Iteration 67Q: 3 clusters Score -1974048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -1974049.500000 Penalty: 4813.879395
	Iteration 68Q: 3 clusters Score -1974050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -1974050.375000 Penalty: 4813.879395
	Iteration 69Q: 3 clusters Score -1974050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -1974051.125000 Penalty: 4813.879395
	Iteration 70Q: 3 clusters Score -1974051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -1974051.125000 Penalty: 4813.879395
	Iteration 71F: 3 clusters Score -1974051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Entering Unmasked Estep 
Score: -135458.718750 Penalty: 1789.379517
	Iteration 0F: 2 clusters Score -135458.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -133472.046875 Penalty: 3578.759033
	Iteration 0F: 3 clusters Score -133472 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -134838.437500 Penalty: 3578.759033
	Iteration 1F: 3 clusters Score -134838.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -135501.015625 Penalty: 3578.759033
	Iteration 2F: 3 clusters Score -135501 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -136022.031250 Penalty: 3578.759033
	Iteration 3F: 3 clusters Score -136022 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -136290.203125 Penalty: 3578.759033
	Iteration 4Q: 3 clusters Score -136290.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -136343.078125 Penalty: 3578.759033
	Iteration 5Q: 3 clusters Score -136343.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -136388.265625 Penalty: 3578.759033
	Iteration 6Q: 3 clusters Score -136388.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -136449.406250 Penalty: 3578.759033
	Iteration 7Q: 3 clusters Score -136449.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -136549.203125 Penalty: 3578.759033
	Iteration 8Q: 3 clusters Score -136549.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -136680.187500 Penalty: 3578.759033
	Iteration 9Q: 3 clusters Score -136680.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -136805.687500 Penalty: 3578.759033
	Iteration 10Q: 3 clusters Score -136805.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -137099.843750 Penalty: 3578.759033
	Iteration 11Q: 3 clusters Score -137099.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -137180.328125 Penalty: 3578.759033
	Iteration 12Q: 3 clusters Score -137180.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -137234.078125 Penalty: 3578.759033
	Iteration 13Q: 3 clusters Score -137234.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -137256.203125 Penalty: 3578.759033
	Iteration 14Q: 3 clusters Score -137256.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -137258.812500 Penalty: 3578.759033
	Iteration 15Q: 3 clusters Score -137258.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -137261.218750 Penalty: 3578.759033
	Iteration 16Q: 3 clusters Score -137261.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -137262.968750 Penalty: 3578.759033
	Iteration 17Q: 3 clusters Score -137263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -137263.343750 Penalty: 3578.759033
	Iteration 18F: 3 clusters Score -137263.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -137276.796875 Penalty: 3578.759033
	Iteration 19Q: 3 clusters Score -137276.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -137471.406250 Penalty: 3578.759033
	Iteration 20F: 3 clusters Score -137471.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -137851.281250 Penalty: 3578.759033
	Iteration 21Q: 3 clusters Score -137851.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -137863.593750 Penalty: 3578.759033
	Iteration 22Q: 3 clusters Score -137863.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -137867.890625 Penalty: 3578.759033
	Iteration 23Q: 3 clusters Score -137867.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -137869.390625 Penalty: 3578.759033
	Iteration 24Q: 3 clusters Score -137869.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -137869.390625 Penalty: 3578.759033
	Iteration 25F: 3 clusters Score -137869.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 8689 members 
Mstep: Class 3 contains 16956 members 
Mstep: Class 4 contains 188567 members 
Mstep: Class 5 contains 298335 members 
Mstep: Class 6 contains 8902 members 
Mstep: Class 7 contains 285307 members 
Mstep: Class 8 contains 13454 members 
Mstep: Class 9 contains 9738 members 
Mstep: Class 10 contains 14853 members 
Mstep: Class 11 contains 9141 members 
Mstep: Class 12 contains 16406 members 
Mstep: Class 13 contains 459 members 
Mstep: Class 14 contains 2966 members 
Mstep: Class 15 contains 246444 members 
Mstep: Class 16 contains 190126 members 
Mstep: Class 17 contains 30544 members 
Mstep: Class 18 contains 85142 members 
Mstep: Class 19 contains 25700 members 
Mstep: Class 20 contains 235051 members 
Mstep: Class 21 contains 43393 members 
Mstep: Class 22 contains 62888 members 
Mstep: Class 23 contains 25591 members 
Mstep: Class 24 contains 33743 members 
Mstep: Class 25 contains 1388 members 
Mstep: Class 26 contains 12892 members 
Mstep: Class 27 contains 9572 members 
Mstep: Class 28 contains 5272 members 
Mstep: Class 29 contains 12761 members 
Mstep: Class 30 contains 1426 members 
Mstep: Class 31 contains 7211 members 
Mstep: Class 32 contains 10572 members 
Mstep: Class 33 contains 56270 members 
Mstep: Class 34 contains 12724 members 
Mstep: Class 35 contains 901 members 
Entering Unmasked Estep 
Score: -235444720.000000 Penalty: 125892.359375
Splitting cluster 13 changes total score from -235442848.000000 to -235444720.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 14 (2966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Entering Unmasked Estep 
Score: -334978.156250 Penalty: 1982.752441
	Iteration 0F: 2 clusters Score -334978.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -331766.687500 Penalty: 3965.504883
	Iteration 0F: 3 clusters Score -331766.7 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -332603.593750 Penalty: 3965.504883
	Iteration 1F: 3 clusters Score -332603.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -332884.812500 Penalty: 3965.504883
	Iteration 2F: 3 clusters Score -332884.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -333056.468750 Penalty: 3965.504883
	Iteration 3F: 3 clusters Score -333056.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -333191.625000 Penalty: 3965.504883
	Iteration 4Q: 3 clusters Score -333191.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -333334.437500 Penalty: 3965.504883
	Iteration 5Q: 3 clusters Score -333334.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -333464.562500 Penalty: 3965.504883
	Iteration 6Q: 3 clusters Score -333464.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -333559.937500 Penalty: 3965.504883
	Iteration 7Q: 3 clusters Score -333559.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -333612.500000 Penalty: 3965.504883
	Iteration 8Q: 3 clusters Score -333612.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -333649.812500 Penalty: 3965.504883
	Iteration 9Q: 3 clusters Score -333649.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -333682.593750 Penalty: 3965.504883
	Iteration 10Q: 3 clusters Score -333682.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -333715.593750 Penalty: 3965.504883
	Iteration 11Q: 3 clusters Score -333715.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -333744.875000 Penalty: 3965.504883
	Iteration 12Q: 3 clusters Score -333744.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -333763.531250 Penalty: 3965.504883
	Iteration 13Q: 3 clusters Score -333763.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -333779.500000 Penalty: 3965.504883
	Iteration 14Q: 3 clusters Score -333779.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -333795.875000 Penalty: 3965.504883
	Iteration 15Q: 3 clusters Score -333795.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -333810.468750 Penalty: 3965.504883
	Iteration 16Q: 3 clusters Score -333810.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -333826.625000 Penalty: 3965.504883
	Iteration 17Q: 3 clusters Score -333826.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -333843.281250 Penalty: 3965.504883
	Iteration 18Q: 3 clusters Score -333843.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -333862.031250 Penalty: 3965.504883
	Iteration 19Q: 3 clusters Score -333862 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -333888.687500 Penalty: 3965.504883
	Iteration 20F: 3 clusters Score -333888.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -333914.531250 Penalty: 3965.504883
	Iteration 21Q: 3 clusters Score -333914.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -333943.562500 Penalty: 3965.504883
	Iteration 22Q: 3 clusters Score -333943.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -333984.187500 Penalty: 3965.504883
	Iteration 23Q: 3 clusters Score -333984.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -334033.531250 Penalty: 3965.504883
	Iteration 24Q: 3 clusters Score -334033.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -334081.031250 Penalty: 3965.504883
	Iteration 25Q: 3 clusters Score -334081 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -334157.750000 Penalty: 3965.504883
	Iteration 26Q: 3 clusters Score -334157.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -334235.281250 Penalty: 3965.504883
	Iteration 27Q: 3 clusters Score -334235.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -334285.375000 Penalty: 3965.504883
	Iteration 28Q: 3 clusters Score -334285.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -334319.562500 Penalty: 3965.504883
	Iteration 29Q: 3 clusters Score -334319.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -334345.000000 Penalty: 3965.504883
	Iteration 30Q: 3 clusters Score -334345 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -334358.968750 Penalty: 3965.504883
	Iteration 31Q: 3 clusters Score -334359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -334366.125000 Penalty: 3965.504883
	Iteration 32Q: 3 clusters Score -334366.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -334371.187500 Penalty: 3965.504883
	Iteration 33Q: 3 clusters Score -334371.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -334374.468750 Penalty: 3965.504883
	Iteration 34Q: 3 clusters Score -334374.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -334376.937500 Penalty: 3965.504883
	Iteration 35Q: 3 clusters Score -334376.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -334379.000000 Penalty: 3965.504883
	Iteration 36Q: 3 clusters Score -334379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -334380.875000 Penalty: 3965.504883
	Iteration 37Q: 3 clusters Score -334380.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -334380.000000 Penalty: 3965.504883
	Iteration 38Q: 3 clusters Score -334380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -334382.187500 Penalty: 3965.504883
	Iteration 39Q: 3 clusters Score -334382.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -334384.156250 Penalty: 3965.504883
	Iteration 40F: 3 clusters Score -334384.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (246444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246444 members 
Entering Unmasked Estep 
Score: -29856114.000000 Penalty: 3078.892822
	Iteration 0F: 2 clusters Score -2.985611e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122912 members 
Mstep: Class 2 contains 123532 members 
Entering Unmasked Estep 
Score: -29692916.000000 Penalty: 6157.785645
	Iteration 0F: 3 clusters Score -2.969292e+07 nChanged 118793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120247 members 
Mstep: Class 2 contains 126197 members 
Entering Unmasked Estep 
Score: -29764110.000000 Penalty: 6157.785645
	Iteration 1F: 3 clusters Score -2.976411e+07 nChanged 7561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119002 members 
Mstep: Class 2 contains 127442 members 
Entering Unmasked Estep 
Score: -29766100.000000 Penalty: 6157.785645
	Iteration 2Q: 3 clusters Score -2.97661e+07 nChanged 9247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117415 members 
Mstep: Class 2 contains 129029 members 
Entering Unmasked Estep 
Score: -29769406.000000 Penalty: 6157.785645
	Iteration 3Q: 3 clusters Score -2.976941e+07 nChanged 11231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115256 members 
Mstep: Class 2 contains 131188 members 
Entering Unmasked Estep 
Score: -29774904.000000 Penalty: 6157.785645
	Iteration 4Q: 3 clusters Score -2.97749e+07 nChanged 13832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112208 members 
Mstep: Class 2 contains 134236 members 
Entering Unmasked Estep 
Score: -29782684.000000 Penalty: 6157.785645
	Iteration 5F: 3 clusters Score -2.978268e+07 nChanged 15660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108018 members 
Mstep: Class 2 contains 138426 members 
Entering Unmasked Estep 
Score: -29793056.000000 Penalty: 6157.785645
	Iteration 6F: 3 clusters Score -2.979306e+07 nChanged 16263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102247 members 
Mstep: Class 2 contains 144197 members 
Entering Unmasked Estep 
Score: -29804320.000000 Penalty: 6157.785645
	Iteration 7F: 3 clusters Score -2.980432e+07 nChanged 15187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95704 members 
Mstep: Class 2 contains 150740 members 
Entering Unmasked Estep 
Score: -29815408.000000 Penalty: 6157.785645
	Iteration 8F: 3 clusters Score -2.981541e+07 nChanged 13044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89630 members 
Mstep: Class 2 contains 156814 members 
Entering Unmasked Estep 
Score: -29823908.000000 Penalty: 6157.785645
	Iteration 9F: 3 clusters Score -2.982391e+07 nChanged 10421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84841 members 
Mstep: Class 2 contains 161603 members 
Entering Unmasked Estep 
Score: -29829502.000000 Penalty: 6157.785645
	Iteration 10Q: 3 clusters Score -2.98295e+07 nChanged 7929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81122 members 
Mstep: Class 2 contains 165322 members 
Entering Unmasked Estep 
Score: -29832698.000000 Penalty: 6157.785645
	Iteration 11Q: 3 clusters Score -2.98327e+07 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78124 members 
Mstep: Class 2 contains 168320 members 
Entering Unmasked Estep 
Score: -29834584.000000 Penalty: 6157.785645
	Iteration 12Q: 3 clusters Score -2.983458e+07 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75494 members 
Mstep: Class 2 contains 170950 members 
Entering Unmasked Estep 
Score: -29836126.000000 Penalty: 6157.785645
	Iteration 13Q: 3 clusters Score -2.983613e+07 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73108 members 
Mstep: Class 2 contains 173336 members 
Entering Unmasked Estep 
Score: -29837364.000000 Penalty: 6157.785645
	Iteration 14Q: 3 clusters Score -2.983736e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71038 members 
Mstep: Class 2 contains 175406 members 
Entering Unmasked Estep 
Score: -29838854.000000 Penalty: 6157.785645
	Iteration 15Q: 3 clusters Score -2.983885e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69175 members 
Mstep: Class 2 contains 177269 members 
Entering Unmasked Estep 
Score: -29840934.000000 Penalty: 6157.785645
	Iteration 16Q: 3 clusters Score -2.984093e+07 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67548 members 
Mstep: Class 2 contains 178896 members 
Entering Unmasked Estep 
Score: -29843040.000000 Penalty: 6157.785645
	Iteration 17Q: 3 clusters Score -2.984304e+07 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66411 members 
Mstep: Class 2 contains 180033 members 
Entering Unmasked Estep 
Score: -29845518.000000 Penalty: 6157.785645
	Iteration 18Q: 3 clusters Score -2.984552e+07 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65930 members 
Mstep: Class 2 contains 180514 members 
Entering Unmasked Estep 
Score: -29848060.000000 Penalty: 6157.785645
	Iteration 19Q: 3 clusters Score -2.984806e+07 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66238 members 
Mstep: Class 2 contains 180206 members 
Entering Unmasked Estep 
Score: -29850308.000000 Penalty: 6157.785645
	Iteration 20F: 3 clusters Score -2.985031e+07 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67159 members 
Mstep: Class 2 contains 179285 members 
Entering Unmasked Estep 
Score: -29852076.000000 Penalty: 6157.785645
	Iteration 21Q: 3 clusters Score -2.985208e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68385 members 
Mstep: Class 2 contains 178059 members 
Entering Unmasked Estep 
Score: -29853118.000000 Penalty: 6157.785645
	Iteration 22Q: 3 clusters Score -2.985312e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69778 members 
Mstep: Class 2 contains 176666 members 
Entering Unmasked Estep 
Score: -29854020.000000 Penalty: 6157.785645
	Iteration 23Q: 3 clusters Score -2.985402e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71359 members 
Mstep: Class 2 contains 175085 members 
Entering Unmasked Estep 
Score: -29854628.000000 Penalty: 6157.785645
	Iteration 24Q: 3 clusters Score -2.985463e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72977 members 
Mstep: Class 2 contains 173467 members 
Entering Unmasked Estep 
Score: -29855230.000000 Penalty: 6157.785645
	Iteration 25Q: 3 clusters Score -2.985523e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74571 members 
Mstep: Class 2 contains 171873 members 
Entering Unmasked Estep 
Score: -29855524.000000 Penalty: 6157.785645
	Iteration 26Q: 3 clusters Score -2.985552e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76144 members 
Mstep: Class 2 contains 170300 members 
Entering Unmasked Estep 
Score: -29855974.000000 Penalty: 6157.785645
	Iteration 27Q: 3 clusters Score -2.985597e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77678 members 
Mstep: Class 2 contains 168766 members 
Entering Unmasked Estep 
Score: -29856394.000000 Penalty: 6157.785645
	Iteration 28Q: 3 clusters Score -2.985639e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79214 members 
Mstep: Class 2 contains 167230 members 
Entering Unmasked Estep 
Score: -29856496.000000 Penalty: 6157.785645
	Iteration 29Q: 3 clusters Score -2.98565e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80645 members 
Mstep: Class 2 contains 165799 members 
Entering Unmasked Estep 
Score: -29856682.000000 Penalty: 6157.785645
	Iteration 30Q: 3 clusters Score -2.985668e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82059 members 
Mstep: Class 2 contains 164385 members 
Entering Unmasked Estep 
Score: -29856872.000000 Penalty: 6157.785645
	Iteration 31Q: 3 clusters Score -2.985687e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83387 members 
Mstep: Class 2 contains 163057 members 
Entering Unmasked Estep 
Score: -29856990.000000 Penalty: 6157.785645
	Iteration 32Q: 3 clusters Score -2.985699e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84623 members 
Mstep: Class 2 contains 161821 members 
Entering Unmasked Estep 
Score: -29857194.000000 Penalty: 6157.785645
	Iteration 33Q: 3 clusters Score -2.985719e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85754 members 
Mstep: Class 2 contains 160690 members 
Entering Unmasked Estep 
Score: -29857362.000000 Penalty: 6157.785645
	Iteration 34Q: 3 clusters Score -2.985736e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86794 members 
Mstep: Class 2 contains 159650 members 
Entering Unmasked Estep 
Score: -29857456.000000 Penalty: 6157.785645
	Iteration 35Q: 3 clusters Score -2.985746e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87697 members 
Mstep: Class 2 contains 158747 members 
Entering Unmasked Estep 
Score: -29857442.000000 Penalty: 6157.785645
	Iteration 36Q: 3 clusters Score -2.985744e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88532 members 
Mstep: Class 2 contains 157912 members 
Entering Unmasked Estep 
Score: -29857512.000000 Penalty: 6157.785645
	Iteration 37Q: 3 clusters Score -2.985751e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89282 members 
Mstep: Class 2 contains 157162 members 
Entering Unmasked Estep 
Score: -29857636.000000 Penalty: 6157.785645
	Iteration 38Q: 3 clusters Score -2.985764e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89968 members 
Mstep: Class 2 contains 156476 members 
Entering Unmasked Estep 
Score: -29857622.000000 Penalty: 6157.785645
	Iteration 39Q: 3 clusters Score -2.985762e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90610 members 
Mstep: Class 2 contains 155834 members 
Entering Unmasked Estep 
Score: -29857706.000000 Penalty: 6157.785645
	Iteration 40F: 3 clusters Score -2.985771e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91220 members 
Mstep: Class 2 contains 155224 members 
Entering Unmasked Estep 
Score: -29857670.000000 Penalty: 6157.785645
	Iteration 41Q: 3 clusters Score -2.985767e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91738 members 
Mstep: Class 2 contains 154706 members 
Entering Unmasked Estep 
Score: -29857740.000000 Penalty: 6157.785645
	Iteration 42Q: 3 clusters Score -2.985774e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92212 members 
Mstep: Class 2 contains 154232 members 
Entering Unmasked Estep 
Score: -29857804.000000 Penalty: 6157.785645
	Iteration 43Q: 3 clusters Score -2.98578e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92651 members 
Mstep: Class 2 contains 153793 members 
Entering Unmasked Estep 
Score: -29857732.000000 Penalty: 6157.785645
	Iteration 44Q: 3 clusters Score -2.985773e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93040 members 
Mstep: Class 2 contains 153404 members 
Entering Unmasked Estep 
Score: -29857738.000000 Penalty: 6157.785645
	Iteration 45Q: 3 clusters Score -2.985774e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93398 members 
Mstep: Class 2 contains 153046 members 
Entering Unmasked Estep 
Score: -29857786.000000 Penalty: 6157.785645
	Iteration 46Q: 3 clusters Score -2.985779e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93738 members 
Mstep: Class 2 contains 152706 members 
Entering Unmasked Estep 
Score: -29857774.000000 Penalty: 6157.785645
	Iteration 47Q: 3 clusters Score -2.985777e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94045 members 
Mstep: Class 2 contains 152399 members 
Entering Unmasked Estep 
Score: -29857794.000000 Penalty: 6157.785645
	Iteration 48Q: 3 clusters Score -2.985779e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94338 members 
Mstep: Class 2 contains 152106 members 
Entering Unmasked Estep 
Score: -29857814.000000 Penalty: 6157.785645
	Iteration 49Q: 3 clusters Score -2.985781e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94594 members 
Mstep: Class 2 contains 151850 members 
Entering Unmasked Estep 
Score: -29857846.000000 Penalty: 6157.785645
	Iteration 50Q: 3 clusters Score -2.985785e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94839 members 
Mstep: Class 2 contains 151605 members 
Entering Unmasked Estep 
Score: -29857822.000000 Penalty: 6157.785645
	Iteration 51Q: 3 clusters Score -2.985782e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95061 members 
Mstep: Class 2 contains 151383 members 
Entering Unmasked Estep 
Score: -29857794.000000 Penalty: 6157.785645
	Iteration 52Q: 3 clusters Score -2.985779e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95245 members 
Mstep: Class 2 contains 151199 members 
Entering Unmasked Estep 
Score: -29857800.000000 Penalty: 6157.785645
	Iteration 53Q: 3 clusters Score -2.98578e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95420 members 
Mstep: Class 2 contains 151024 members 
Entering Unmasked Estep 
Score: -29857816.000000 Penalty: 6157.785645
	Iteration 54Q: 3 clusters Score -2.985782e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95601 members 
Mstep: Class 2 contains 150843 members 
Entering Unmasked Estep 
Score: -29857882.000000 Penalty: 6157.785645
	Iteration 55Q: 3 clusters Score -2.985788e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95787 members 
Mstep: Class 2 contains 150657 members 
Entering Unmasked Estep 
Score: -29857922.000000 Penalty: 6157.785645
	Iteration 56Q: 3 clusters Score -2.985792e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95956 members 
Mstep: Class 2 contains 150488 members 
Entering Unmasked Estep 
Score: -29857956.000000 Penalty: 6157.785645
	Iteration 57Q: 3 clusters Score -2.985796e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96150 members 
Mstep: Class 2 contains 150294 members 
Entering Unmasked Estep 
Score: -29857932.000000 Penalty: 6157.785645
	Iteration 58Q: 3 clusters Score -2.985793e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96343 members 
Mstep: Class 2 contains 150101 members 
Entering Unmasked Estep 
Score: -29857938.000000 Penalty: 6157.785645
	Iteration 59Q: 3 clusters Score -2.985794e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96531 members 
Mstep: Class 2 contains 149913 members 
Entering Unmasked Estep 
Score: -29857962.000000 Penalty: 6157.785645
	Iteration 60F: 3 clusters Score -2.985796e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96699 members 
Mstep: Class 2 contains 149745 members 
Entering Unmasked Estep 
Score: -29857976.000000 Penalty: 6157.785645
	Iteration 61Q: 3 clusters Score -2.985798e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96844 members 
Mstep: Class 2 contains 149600 members 
Entering Unmasked Estep 
Score: -29857976.000000 Penalty: 6157.785645
	Iteration 62Q: 3 clusters Score -2.985798e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96992 members 
Mstep: Class 2 contains 149452 members 
Entering Unmasked Estep 
Score: -29857946.000000 Penalty: 6157.785645
	Iteration 63Q: 3 clusters Score -2.985795e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97139 members 
Mstep: Class 2 contains 149305 members 
Entering Unmasked Estep 
Score: -29857928.000000 Penalty: 6157.785645
	Iteration 64Q: 3 clusters Score -2.985793e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97273 members 
Mstep: Class 2 contains 149171 members 
Entering Unmasked Estep 
Score: -29857972.000000 Penalty: 6157.785645
	Iteration 65Q: 3 clusters Score -2.985797e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97380 members 
Mstep: Class 2 contains 149064 members 
Entering Unmasked Estep 
Score: -29857954.000000 Penalty: 6157.785645
	Iteration 66Q: 3 clusters Score -2.985795e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97492 members 
Mstep: Class 2 contains 148952 members 
Entering Unmasked Estep 
Score: -29857958.000000 Penalty: 6157.785645
	Iteration 67Q: 3 clusters Score -2.985796e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97593 members 
Mstep: Class 2 contains 148851 members 
Entering Unmasked Estep 
Score: -29857988.000000 Penalty: 6157.785645
	Iteration 68Q: 3 clusters Score -2.985799e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97710 members 
Mstep: Class 2 contains 148734 members 
Entering Unmasked Estep 
Score: -29858012.000000 Penalty: 6157.785645
	Iteration 69Q: 3 clusters Score -2.985801e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97815 members 
Mstep: Class 2 contains 148629 members 
Entering Unmasked Estep 
Score: -29857972.000000 Penalty: 6157.785645
	Iteration 70Q: 3 clusters Score -2.985797e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97903 members 
Mstep: Class 2 contains 148541 members 
Entering Unmasked Estep 
Score: -29858002.000000 Penalty: 6157.785645
	Iteration 71Q: 3 clusters Score -2.9858e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97972 members 
Mstep: Class 2 contains 148472 members 
Entering Unmasked Estep 
Score: -29858006.000000 Penalty: 6157.785645
	Iteration 72Q: 3 clusters Score -2.985801e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98036 members 
Mstep: Class 2 contains 148408 members 
Entering Unmasked Estep 
Score: -29858006.000000 Penalty: 6157.785645
	Iteration 73Q: 3 clusters Score -2.985801e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98092 members 
Mstep: Class 2 contains 148352 members 
Entering Unmasked Estep 
Score: -29858004.000000 Penalty: 6157.785645
	Iteration 74Q: 3 clusters Score -2.9858e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98145 members 
Mstep: Class 2 contains 148299 members 
Entering Unmasked Estep 
Score: -29857984.000000 Penalty: 6157.785645
	Iteration 75Q: 3 clusters Score -2.985798e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98188 members 
Mstep: Class 2 contains 148256 members 
Entering Unmasked Estep 
Score: -29858006.000000 Penalty: 6157.785645
	Iteration 76Q: 3 clusters Score -2.985801e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98222 members 
Mstep: Class 2 contains 148222 members 
Entering Unmasked Estep 
Score: -29857998.000000 Penalty: 6157.785645
	Iteration 77Q: 3 clusters Score -2.9858e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98256 members 
Mstep: Class 2 contains 148188 members 
Entering Unmasked Estep 
Score: -29858000.000000 Penalty: 6157.785645
	Iteration 78Q: 3 clusters Score -2.9858e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98292 members 
Mstep: Class 2 contains 148152 members 
Entering Unmasked Estep 
Score: -29857988.000000 Penalty: 6157.785645
	Iteration 79Q: 3 clusters Score -2.985799e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98321 members 
Mstep: Class 2 contains 148123 members 
Entering Unmasked Estep 
Score: -29857984.000000 Penalty: 6157.785645
	Iteration 80F: 3 clusters Score -2.985798e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98362 members 
Mstep: Class 2 contains 148082 members 
Entering Unmasked Estep 
Score: -29857994.000000 Penalty: 6157.785645
	Iteration 81Q: 3 clusters Score -2.985799e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98402 members 
Mstep: Class 2 contains 148042 members 
Entering Unmasked Estep 
Score: -29857974.000000 Penalty: 6157.785645
	Iteration 82Q: 3 clusters Score -2.985797e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98441 members 
Mstep: Class 2 contains 148003 members 
Entering Unmasked Estep 
Score: -29857998.000000 Penalty: 6157.785645
	Iteration 83Q: 3 clusters Score -2.9858e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98475 members 
Mstep: Class 2 contains 147969 members 
Entering Unmasked Estep 
Score: -29857998.000000 Penalty: 6157.785645
	Iteration 84Q: 3 clusters Score -2.9858e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98512 members 
Mstep: Class 2 contains 147932 members 
Entering Unmasked Estep 
Score: -29857990.000000 Penalty: 6157.785645
	Iteration 85Q: 3 clusters Score -2.985799e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98546 members 
Mstep: Class 2 contains 147898 members 
Entering Unmasked Estep 
Score: -29858010.000000 Penalty: 6157.785645
	Iteration 86Q: 3 clusters Score -2.985801e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98581 members 
Mstep: Class 2 contains 147863 members 
Entering Unmasked Estep 
Score: -29857994.000000 Penalty: 6157.785645
	Iteration 87Q: 3 clusters Score -2.985799e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98623 members 
Mstep: Class 2 contains 147821 members 
Entering Unmasked Estep 
Score: -29857992.000000 Penalty: 6157.785645
	Iteration 88Q: 3 clusters Score -2.985799e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98656 members 
Mstep: Class 2 contains 147788 members 
Entering Unmasked Estep 
Score: -29857998.000000 Penalty: 6157.785645
	Iteration 89Q: 3 clusters Score -2.9858e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98696 members 
Mstep: Class 2 contains 147748 members 
Entering Unmasked Estep 
Score: -29857982.000000 Penalty: 6157.785645
	Iteration 90Q: 3 clusters Score -2.985798e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98719 members 
Mstep: Class 2 contains 147725 members 
Entering Unmasked Estep 
Score: -29857966.000000 Penalty: 6157.785645
	Iteration 91Q: 3 clusters Score -2.985797e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98745 members 
Mstep: Class 2 contains 147699 members 
Entering Unmasked Estep 
Score: -29857986.000000 Penalty: 6157.785645
	Iteration 92Q: 3 clusters Score -2.985799e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98772 members 
Mstep: Class 2 contains 147672 members 
Entering Unmasked Estep 
Score: -29857982.000000 Penalty: 6157.785645
	Iteration 93Q: 3 clusters Score -2.985798e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98800 members 
Mstep: Class 2 contains 147644 members 
Entering Unmasked Estep 
Score: -29857980.000000 Penalty: 6157.785645
	Iteration 94Q: 3 clusters Score -2.985798e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98823 members 
Mstep: Class 2 contains 147621 members 
Entering Unmasked Estep 
Score: -29858004.000000 Penalty: 6157.785645
	Iteration 95Q: 3 clusters Score -2.9858e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98855 members 
Mstep: Class 2 contains 147589 members 
Entering Unmasked Estep 
Score: -29857986.000000 Penalty: 6157.785645
	Iteration 96Q: 3 clusters Score -2.985799e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98889 members 
Mstep: Class 2 contains 147555 members 
Entering Unmasked Estep 
Score: -29857986.000000 Penalty: 6157.785645
	Iteration 97Q: 3 clusters Score -2.985799e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98919 members 
Mstep: Class 2 contains 147525 members 
Entering Unmasked Estep 
Score: -29857992.000000 Penalty: 6157.785645
	Iteration 98Q: 3 clusters Score -2.985799e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98938 members 
Mstep: Class 2 contains 147506 members 
Entering Unmasked Estep 
Score: -29857998.000000 Penalty: 6157.785645
	Iteration 99Q: 3 clusters Score -2.9858e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98962 members 
Mstep: Class 2 contains 147482 members 
Entering Unmasked Estep 
Score: -29858016.000000 Penalty: 6157.785645
	Iteration 100F: 3 clusters Score -2.985802e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98980 members 
Mstep: Class 2 contains 147464 members 
Entering Unmasked Estep 
Score: -29858014.000000 Penalty: 6157.785645
	Iteration 101Q: 3 clusters Score -2.985801e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99005 members 
Mstep: Class 2 contains 147439 members 
Entering Unmasked Estep 
Score: -29858012.000000 Penalty: 6157.785645
	Iteration 102Q: 3 clusters Score -2.985801e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99029 members 
Mstep: Class 2 contains 147415 members 
Entering Unmasked Estep 
Score: -29858030.000000 Penalty: 6157.785645
	Iteration 103Q: 3 clusters Score -2.985803e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99048 members 
Mstep: Class 2 contains 147396 members 
Entering Unmasked Estep 
Score: -29858012.000000 Penalty: 6157.785645
	Iteration 104Q: 3 clusters Score -2.985801e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99063 members 
Mstep: Class 2 contains 147381 members 
Entering Unmasked Estep 
Score: -29858014.000000 Penalty: 6157.785645
	Iteration 105Q: 3 clusters Score -2.985801e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99078 members 
Mstep: Class 2 contains 147366 members 
Entering Unmasked Estep 
Score: -29857996.000000 Penalty: 6157.785645
	Iteration 106Q: 3 clusters Score -2.9858e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99097 members 
Mstep: Class 2 contains 147347 members 
Entering Unmasked Estep 
Score: -29857996.000000 Penalty: 6157.785645
	Iteration 107Q: 3 clusters Score -2.9858e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99112 members 
Mstep: Class 2 contains 147332 members 
Entering Unmasked Estep 
Score: -29857996.000000 Penalty: 6157.785645
	Iteration 108Q: 3 clusters Score -2.9858e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99123 members 
Mstep: Class 2 contains 147321 members 
Entering Unmasked Estep 
Score: -29857996.000000 Penalty: 6157.785645
	Iteration 109Q: 3 clusters Score -2.9858e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99137 members 
Mstep: Class 2 contains 147307 members 
Entering Unmasked Estep 
Score: -29858000.000000 Penalty: 6157.785645
	Iteration 110Q: 3 clusters Score -2.9858e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99148 members 
Mstep: Class 2 contains 147296 members 
Entering Unmasked Estep 
Score: -29857988.000000 Penalty: 6157.785645
	Iteration 111Q: 3 clusters Score -2.985799e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99161 members 
Mstep: Class 2 contains 147283 members 
Entering Unmasked Estep 
Score: -29857980.000000 Penalty: 6157.785645
	Iteration 112Q: 3 clusters Score -2.985798e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99175 members 
Mstep: Class 2 contains 147269 members 
Entering Unmasked Estep 
Score: -29857998.000000 Penalty: 6157.785645
	Iteration 113Q: 3 clusters Score -2.9858e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99184 members 
Mstep: Class 2 contains 147260 members 
Entering Unmasked Estep 
Score: -29857990.000000 Penalty: 6157.785645
	Iteration 114Q: 3 clusters Score -2.985799e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99193 members 
Mstep: Class 2 contains 147251 members 
Entering Unmasked Estep 
Score: -29857980.000000 Penalty: 6157.785645
	Iteration 115Q: 3 clusters Score -2.985798e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99203 members 
Mstep: Class 2 contains 147241 members 
Entering Unmasked Estep 
Score: -29857976.000000 Penalty: 6157.785645
	Iteration 116Q: 3 clusters Score -2.985798e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99214 members 
Mstep: Class 2 contains 147230 members 
Entering Unmasked Estep 
Score: -29857978.000000 Penalty: 6157.785645
	Iteration 117Q: 3 clusters Score -2.985798e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99226 members 
Mstep: Class 2 contains 147218 members 
Entering Unmasked Estep 
Score: -29857994.000000 Penalty: 6157.785645
	Iteration 118Q: 3 clusters Score -2.985799e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99239 members 
Mstep: Class 2 contains 147205 members 
Entering Unmasked Estep 
Score: -29857994.000000 Penalty: 6157.785645
	Iteration 119Q: 3 clusters Score -2.985799e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99253 members 
Mstep: Class 2 contains 147191 members 
Entering Unmasked Estep 
Score: -29857998.000000 Penalty: 6157.785645
	Iteration 120F: 3 clusters Score -2.9858e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99266 members 
Mstep: Class 2 contains 147178 members 
Entering Unmasked Estep 
Score: -29857992.000000 Penalty: 6157.785645
	Iteration 121Q: 3 clusters Score -2.985799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99271 members 
Mstep: Class 2 contains 147173 members 
Entering Unmasked Estep 
Score: -29857988.000000 Penalty: 6157.785645
	Iteration 122Q: 3 clusters Score -2.985799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99273 members 
Mstep: Class 2 contains 147171 members 
Entering Unmasked Estep 
Score: -29857988.000000 Penalty: 6157.785645
	Iteration 123Q: 3 clusters Score -2.985799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99277 members 
Mstep: Class 2 contains 147167 members 
Entering Unmasked Estep 
Score: -29857978.000000 Penalty: 6157.785645
	Iteration 124Q: 3 clusters Score -2.985798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99280 members 
Mstep: Class 2 contains 147164 members 
Entering Unmasked Estep 
Score: -29857988.000000 Penalty: 6157.785645
	Iteration 125Q: 3 clusters Score -2.985799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99282 members 
Mstep: Class 2 contains 147162 members 
Entering Unmasked Estep 
Score: -29857996.000000 Penalty: 6157.785645
	Iteration 126Q: 3 clusters Score -2.9858e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99284 members 
Mstep: Class 2 contains 147160 members 
Entering Unmasked Estep 
Score: -29857996.000000 Penalty: 6157.785645
	Iteration 127Q: 3 clusters Score -2.9858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99285 members 
Mstep: Class 2 contains 147159 members 
Entering Unmasked Estep 
Score: -29857984.000000 Penalty: 6157.785645
	Iteration 128Q: 3 clusters Score -2.985798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99287 members 
Mstep: Class 2 contains 147157 members 
Entering Unmasked Estep 
Score: -29857990.000000 Penalty: 6157.785645
	Iteration 129Q: 3 clusters Score -2.985799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99291 members 
Mstep: Class 2 contains 147153 members 
Entering Unmasked Estep 
Score: -29857984.000000 Penalty: 6157.785645
	Iteration 130Q: 3 clusters Score -2.985798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99292 members 
Mstep: Class 2 contains 147152 members 
Entering Unmasked Estep 
Score: -29857984.000000 Penalty: 6157.785645
	Iteration 131Q: 3 clusters Score -2.985798e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99292 members 
Mstep: Class 2 contains 147152 members 
Entering Unmasked Estep 
Score: -29857984.000000 Penalty: 6157.785645
	Iteration 132F: 3 clusters Score -2.985798e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 8689 members 
Mstep: Class 3 contains 16956 members 
Mstep: Class 4 contains 188567 members 
Mstep: Class 5 contains 298335 members 
Mstep: Class 6 contains 8902 members 
Mstep: Class 7 contains 285307 members 
Mstep: Class 8 contains 13454 members 
Mstep: Class 9 contains 9738 members 
Mstep: Class 10 contains 14853 members 
Mstep: Class 11 contains 9141 members 
Mstep: Class 12 contains 16406 members 
Mstep: Class 13 contains 459 members 
Mstep: Class 14 contains 2966 members 
Mstep: Class 15 contains 99292 members 
Mstep: Class 16 contains 190126 members 
Mstep: Class 17 contains 30544 members 
Mstep: Class 18 contains 85142 members 
Mstep: Class 19 contains 25700 members 
Mstep: Class 20 contains 235051 members 
Mstep: Class 21 contains 43393 members 
Mstep: Class 22 contains 62888 members 
Mstep: Class 23 contains 25591 members 
Mstep: Class 24 contains 33743 members 
Mstep: Class 25 contains 1388 members 
Mstep: Class 26 contains 12892 members 
Mstep: Class 27 contains 9572 members 
Mstep: Class 28 contains 5272 members 
Mstep: Class 29 contains 12761 members 
Mstep: Class 30 contains 1426 members 
Mstep: Class 31 contains 7211 members 
Mstep: Class 32 contains 10572 members 
Mstep: Class 33 contains 56270 members 
Mstep: Class 34 contains 12724 members 
Mstep: Class 35 contains 901 members 
Mstep: Class 36 contains 147152 members 
Entering Unmasked Estep 
Score: -235448624.000000 Penalty: 129489.281250
Splitting cluster 15 changes total score from -235442848.000000 to -235448624.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 16 (190126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190126 members 
Entering Unmasked Estep 
Score: -22706024.000000 Penalty: 3014.549561
	Iteration 0F: 2 clusters Score -2.270602e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95354 members 
Mstep: Class 2 contains 94772 members 
Entering Unmasked Estep 
Score: -22579138.000000 Penalty: 6029.099121
	Iteration 0F: 3 clusters Score -2.257914e+07 nChanged 91354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101186 members 
Mstep: Class 2 contains 88940 members 
Entering Unmasked Estep 
Score: -22632716.000000 Penalty: 6029.099121
	Iteration 1F: 3 clusters Score -2.263272e+07 nChanged 6316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105336 members 
Mstep: Class 2 contains 84790 members 
Entering Unmasked Estep 
Score: -22634352.000000 Penalty: 6029.099121
	Iteration 2Q: 3 clusters Score -2.263435e+07 nChanged 7651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111627 members 
Mstep: Class 2 contains 78499 members 
Entering Unmasked Estep 
Score: -22637140.000000 Penalty: 6029.099121
	Iteration 3Q: 3 clusters Score -2.263714e+07 nChanged 9999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120918 members 
Mstep: Class 2 contains 69208 members 
Entering Unmasked Estep 
Score: -22641474.000000 Penalty: 6029.099121
	Iteration 4F: 3 clusters Score -2.264147e+07 nChanged 13120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133806 members 
Mstep: Class 2 contains 56320 members 
Entering Unmasked Estep 
Score: -22650068.000000 Penalty: 6029.099121
	Iteration 5F: 3 clusters Score -2.265007e+07 nChanged 16478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150232 members 
Mstep: Class 2 contains 39894 members 
Entering Unmasked Estep 
Score: -22663634.000000 Penalty: 6029.099121
	Iteration 6F: 3 clusters Score -2.266363e+07 nChanged 17264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167492 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -22680396.000000 Penalty: 6029.099121
	Iteration 7F: 3 clusters Score -2.26804e+07 nChanged 13380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180872 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -22694338.000000 Penalty: 6029.099121
	Iteration 8F: 3 clusters Score -2.269434e+07 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187340 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -22700670.000000 Penalty: 6029.099121
	Iteration 9Q: 3 clusters Score -2.270067e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189352 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -22702546.000000 Penalty: 6029.099121
	Iteration 10Q: 3 clusters Score -2.270255e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189794 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -22702990.000000 Penalty: 6029.099121
	Iteration 11Q: 3 clusters Score -2.270299e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189883 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -22703126.000000 Penalty: 6029.099121
	Iteration 12Q: 3 clusters Score -2.270313e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189908 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -22703200.000000 Penalty: 6029.099121
	Iteration 13Q: 3 clusters Score -2.27032e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189915 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -22703222.000000 Penalty: 6029.099121
	Iteration 14Q: 3 clusters Score -2.270322e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189922 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -22703262.000000 Penalty: 6029.099121
	Iteration 15Q: 3 clusters Score -2.270326e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189923 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -22703282.000000 Penalty: 6029.099121
	Iteration 16Q: 3 clusters Score -2.270328e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189926 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -22703304.000000 Penalty: 6029.099121
	Iteration 17Q: 3 clusters Score -2.27033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189928 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -22703300.000000 Penalty: 6029.099121
	Iteration 18Q: 3 clusters Score -2.27033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189931 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -22703318.000000 Penalty: 6029.099121
	Iteration 19Q: 3 clusters Score -2.270332e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189932 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -22703306.000000 Penalty: 6029.099121
	Iteration 20F: 3 clusters Score -2.270331e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189933 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -22703308.000000 Penalty: 6029.099121
	Iteration 21Q: 3 clusters Score -2.270331e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189934 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -22703306.000000 Penalty: 6029.099121
	Iteration 22Q: 3 clusters Score -2.270331e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189936 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -22703314.000000 Penalty: 6029.099121
	Iteration 23Q: 3 clusters Score -2.270331e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189937 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -22703322.000000 Penalty: 6029.099121
	Iteration 24Q: 3 clusters Score -2.270332e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189937 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -22703322.000000 Penalty: 6029.099121
	Iteration 25F: 3 clusters Score -2.270332e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Entering Unmasked Estep 
Score: -3713040.500000 Penalty: 2561.076904
	Iteration 0F: 2 clusters Score -3713040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -3692253.000000 Penalty: 5122.153809
	Iteration 0F: 3 clusters Score -3692253 nChanged 13810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -3700005.750000 Penalty: 5122.153809
	Iteration 1F: 3 clusters Score -3700006 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -3700575.250000 Penalty: 5122.153809
	Iteration 2Q: 3 clusters Score -3700575 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -3701073.750000 Penalty: 5122.153809
	Iteration 3Q: 3 clusters Score -3701074 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -3701582.750000 Penalty: 5122.153809
	Iteration 4Q: 3 clusters Score -3701583 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -3702094.000000 Penalty: 5122.153809
	Iteration 5Q: 3 clusters Score -3702094 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -3702653.750000 Penalty: 5122.153809
	Iteration 6Q: 3 clusters Score -3702654 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -3703268.500000 Penalty: 5122.153809
	Iteration 7Q: 3 clusters Score -3703268 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -3704047.000000 Penalty: 5122.153809
	Iteration 8Q: 3 clusters Score -3704047 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -3705018.000000 Penalty: 5122.153809
	Iteration 9F: 3 clusters Score -3705018 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -3706138.000000 Penalty: 5122.153809
	Iteration 10F: 3 clusters Score -3706138 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -3707302.250000 Penalty: 5122.153809
	Iteration 11F: 3 clusters Score -3707302 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -3708338.750000 Penalty: 5122.153809
	Iteration 12Q: 3 clusters Score -3708339 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -3709139.250000 Penalty: 5122.153809
	Iteration 13Q: 3 clusters Score -3709139 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -3709659.500000 Penalty: 5122.153809
	Iteration 14Q: 3 clusters Score -3709660 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -3710082.750000 Penalty: 5122.153809
	Iteration 15Q: 3 clusters Score -3710083 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -3710395.750000 Penalty: 5122.153809
	Iteration 16Q: 3 clusters Score -3710396 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -3710647.750000 Penalty: 5122.153809
	Iteration 17Q: 3 clusters Score -3710648 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 25387 members 
Entering Unmasked Estep 
Score: -3710856.750000 Penalty: 5122.153809
	Iteration 18Q: 3 clusters Score -3710857 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -3710992.250000 Penalty: 5122.153809
	Iteration 19Q: 3 clusters Score -3710992 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -3711072.750000 Penalty: 5122.153809
	Iteration 20F: 3 clusters Score -3711073 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -3711139.750000 Penalty: 5122.153809
	Iteration 21Q: 3 clusters Score -3711140 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -3711183.250000 Penalty: 5122.153809
	Iteration 22Q: 3 clusters Score -3711183 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -3711227.000000 Penalty: 5122.153809
	Iteration 23Q: 3 clusters Score -3711227 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -3711271.250000 Penalty: 5122.153809
	Iteration 24Q: 3 clusters Score -3711271 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -3711297.500000 Penalty: 5122.153809
	Iteration 25Q: 3 clusters Score -3711298 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -3711329.000000 Penalty: 5122.153809
	Iteration 26Q: 3 clusters Score -3711329 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 26688 members 
Entering Unmasked Estep 
Score: -3711357.000000 Penalty: 5122.153809
	Iteration 27Q: 3 clusters Score -3711357 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -3711384.250000 Penalty: 5122.153809
	Iteration 28Q: 3 clusters Score -3711384 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -3711416.250000 Penalty: 5122.153809
	Iteration 29Q: 3 clusters Score -3711416 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -3711434.000000 Penalty: 5122.153809
	Iteration 30Q: 3 clusters Score -3711434 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -3711458.250000 Penalty: 5122.153809
	Iteration 31Q: 3 clusters Score -3711458 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 27082 members 
Entering Unmasked Estep 
Score: -3711469.250000 Penalty: 5122.153809
	Iteration 32Q: 3 clusters Score -3711469 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -3711477.250000 Penalty: 5122.153809
	Iteration 33Q: 3 clusters Score -3711477 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -3711477.500000 Penalty: 5122.153809
	Iteration 34Q: 3 clusters Score -3711478 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 27222 members 
Entering Unmasked Estep 
Score: -3711483.000000 Penalty: 5122.153809
	Iteration 35Q: 3 clusters Score -3711483 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -3711484.250000 Penalty: 5122.153809
	Iteration 36Q: 3 clusters Score -3711484 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 27284 members 
Entering Unmasked Estep 
Score: -3711488.000000 Penalty: 5122.153809
	Iteration 37Q: 3 clusters Score -3711488 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -3711489.500000 Penalty: 5122.153809
	Iteration 38Q: 3 clusters Score -3711490 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
Score: -3711492.000000 Penalty: 5122.153809
	Iteration 39Q: 3 clusters Score -3711492 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -3711496.000000 Penalty: 5122.153809
	Iteration 40F: 3 clusters Score -3711496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -3711496.750000 Penalty: 5122.153809
	Iteration 41Q: 3 clusters Score -3711497 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -3711503.750000 Penalty: 5122.153809
	Iteration 42Q: 3 clusters Score -3711504 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -3711510.250000 Penalty: 5122.153809
	Iteration 43Q: 3 clusters Score -3711510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -3711519.750000 Penalty: 5122.153809
	Iteration 44Q: 3 clusters Score -3711520 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -3711521.250000 Penalty: 5122.153809
	Iteration 45Q: 3 clusters Score -3711521 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -3711515.750000 Penalty: 5122.153809
	Iteration 46Q: 3 clusters Score -3711516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 27479 members 
Entering Unmasked Estep 
Score: -3711517.250000 Penalty: 5122.153809
	Iteration 47Q: 3 clusters Score -3711517 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -3711513.250000 Penalty: 5122.153809
	Iteration 48Q: 3 clusters Score -3711513 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
Score: -3711523.500000 Penalty: 5122.153809
	Iteration 49Q: 3 clusters Score -3711524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -3711531.000000 Penalty: 5122.153809
	Iteration 50Q: 3 clusters Score -3711531 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -3711531.500000 Penalty: 5122.153809
	Iteration 51Q: 3 clusters Score -3711532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 27565 members 
Entering Unmasked Estep 
Score: -3711528.250000 Penalty: 5122.153809
	Iteration 52Q: 3 clusters Score -3711528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -3711533.250000 Penalty: 5122.153809
	Iteration 53Q: 3 clusters Score -3711533 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -3711538.750000 Penalty: 5122.153809
	Iteration 54Q: 3 clusters Score -3711539 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -3711543.000000 Penalty: 5122.153809
	Iteration 55Q: 3 clusters Score -3711543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -3711542.000000 Penalty: 5122.153809
	Iteration 56Q: 3 clusters Score -3711542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -3711541.250000 Penalty: 5122.153809
	Iteration 57Q: 3 clusters Score -3711541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
Score: -3711542.500000 Penalty: 5122.153809
	Iteration 58Q: 3 clusters Score -3711542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -3711542.750000 Penalty: 5122.153809
	Iteration 59Q: 3 clusters Score -3711543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
Score: -3711546.750000 Penalty: 5122.153809
	Iteration 60F: 3 clusters Score -3711547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -3711541.750000 Penalty: 5122.153809
	Iteration 61Q: 3 clusters Score -3711542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 27646 members 
Entering Unmasked Estep 
Score: -3711542.250000 Penalty: 5122.153809
	Iteration 62Q: 3 clusters Score -3711542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -3711553.500000 Penalty: 5122.153809
	Iteration 63Q: 3 clusters Score -3711554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -3711553.250000 Penalty: 5122.153809
	Iteration 64Q: 3 clusters Score -3711553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -3711547.250000 Penalty: 5122.153809
	Iteration 65Q: 3 clusters Score -3711547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 27655 members 
Entering Unmasked Estep 
Score: -3711548.250000 Penalty: 5122.153809
	Iteration 66Q: 3 clusters Score -3711548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -3711547.500000 Penalty: 5122.153809
	Iteration 67Q: 3 clusters Score -3711548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 27657 members 
Entering Unmasked Estep 
Score: -3711545.250000 Penalty: 5122.153809
	Iteration 68Q: 3 clusters Score -3711545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -3711549.750000 Penalty: 5122.153809
	Iteration 69Q: 3 clusters Score -3711550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -3711549.750000 Penalty: 5122.153809
	Iteration 70F: 3 clusters Score -3711550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (85142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85142 members 
Entering Unmasked Estep 
Score: -10394173.000000 Penalty: 2815.314697
	Iteration 0F: 2 clusters Score -1.039417e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42522 members 
Mstep: Class 2 contains 42620 members 
Entering Unmasked Estep 
Score: -10337275.000000 Penalty: 5630.629395
	Iteration 0F: 3 clusters Score -1.033728e+07 nChanged 40113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42233 members 
Mstep: Class 2 contains 42909 members 
Entering Unmasked Estep 
Score: -10360248.000000 Penalty: 5630.629395
	Iteration 1F: 3 clusters Score -1.036025e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 43149 members 
Entering Unmasked Estep 
Score: -10360904.000000 Penalty: 5630.629395
	Iteration 2Q: 3 clusters Score -1.03609e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41722 members 
Mstep: Class 2 contains 43420 members 
Entering Unmasked Estep 
Score: -10361539.000000 Penalty: 5630.629395
	Iteration 3Q: 3 clusters Score -1.036154e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 43795 members 
Entering Unmasked Estep 
Score: -10362329.000000 Penalty: 5630.629395
	Iteration 4Q: 3 clusters Score -1.036233e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40812 members 
Mstep: Class 2 contains 44330 members 
Entering Unmasked Estep 
Score: -10363369.000000 Penalty: 5630.629395
	Iteration 5Q: 3 clusters Score -1.036337e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 44997 members 
Entering Unmasked Estep 
Score: -10364513.000000 Penalty: 5630.629395
	Iteration 6Q: 3 clusters Score -1.036451e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39231 members 
Mstep: Class 2 contains 45911 members 
Entering Unmasked Estep 
Score: -10365876.000000 Penalty: 5630.629395
	Iteration 7Q: 3 clusters Score -1.036588e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 47034 members 
Entering Unmasked Estep 
Score: -10367333.000000 Penalty: 5630.629395
	Iteration 8Q: 3 clusters Score -1.036733e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36668 members 
Mstep: Class 2 contains 48474 members 
Entering Unmasked Estep 
Score: -10368919.000000 Penalty: 5630.629395
	Iteration 9Q: 3 clusters Score -1.036892e+07 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 50245 members 
Entering Unmasked Estep 
Score: -10370430.000000 Penalty: 5630.629395
	Iteration 10Q: 3 clusters Score -1.037043e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32785 members 
Mstep: Class 2 contains 52357 members 
Entering Unmasked Estep 
Score: -10372022.000000 Penalty: 5630.629395
	Iteration 11Q: 3 clusters Score -1.037202e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30385 members 
Mstep: Class 2 contains 54757 members 
Entering Unmasked Estep 
Score: -10373881.000000 Penalty: 5630.629395
	Iteration 12Q: 3 clusters Score -1.037388e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 57362 members 
Entering Unmasked Estep 
Score: -10375783.000000 Penalty: 5630.629395
	Iteration 13Q: 3 clusters Score -1.037578e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 59782 members 
Entering Unmasked Estep 
Score: -10377671.000000 Penalty: 5630.629395
	Iteration 14Q: 3 clusters Score -1.037767e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 61991 members 
Entering Unmasked Estep 
Score: -10379418.000000 Penalty: 5630.629395
	Iteration 15Q: 3 clusters Score -1.037942e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 63917 members 
Entering Unmasked Estep 
Score: -10380780.000000 Penalty: 5630.629395
	Iteration 16Q: 3 clusters Score -1.038078e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 65655 members 
Entering Unmasked Estep 
Score: -10381978.000000 Penalty: 5630.629395
	Iteration 17Q: 3 clusters Score -1.038198e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 67247 members 
Entering Unmasked Estep 
Score: -10382828.000000 Penalty: 5630.629395
	Iteration 18Q: 3 clusters Score -1.038283e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 68723 members 
Entering Unmasked Estep 
Score: -10383562.000000 Penalty: 5630.629395
	Iteration 19Q: 3 clusters Score -1.038356e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 70120 members 
Entering Unmasked Estep 
Score: -10384190.000000 Penalty: 5630.629395
	Iteration 20F: 3 clusters Score -1.038419e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 71453 members 
Entering Unmasked Estep 
Score: -10384675.000000 Penalty: 5630.629395
	Iteration 21Q: 3 clusters Score -1.038468e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 72794 members 
Entering Unmasked Estep 
Score: -10385281.000000 Penalty: 5630.629395
	Iteration 22Q: 3 clusters Score -1.038528e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 74145 members 
Entering Unmasked Estep 
Score: -10385822.000000 Penalty: 5630.629395
	Iteration 23Q: 3 clusters Score -1.038582e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 75454 members 
Entering Unmasked Estep 
Score: -10386396.000000 Penalty: 5630.629395
	Iteration 24Q: 3 clusters Score -1.03864e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 76756 members 
Entering Unmasked Estep 
Score: -10387030.000000 Penalty: 5630.629395
	Iteration 25Q: 3 clusters Score -1.038703e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 78004 members 
Entering Unmasked Estep 
Score: -10387685.000000 Penalty: 5630.629395
	Iteration 26Q: 3 clusters Score -1.038768e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 79196 members 
Entering Unmasked Estep 
Score: -10388313.000000 Penalty: 5630.629395
	Iteration 27Q: 3 clusters Score -1.038831e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 80323 members 
Entering Unmasked Estep 
Score: -10388962.000000 Penalty: 5630.629395
	Iteration 28Q: 3 clusters Score -1.038896e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 81349 members 
Entering Unmasked Estep 
Score: -10389578.000000 Penalty: 5630.629395
	Iteration 29Q: 3 clusters Score -1.038958e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 82223 members 
Entering Unmasked Estep 
Score: -10390105.000000 Penalty: 5630.629395
	Iteration 30Q: 3 clusters Score -1.03901e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 82927 members 
Entering Unmasked Estep 
Score: -10390583.000000 Penalty: 5630.629395
	Iteration 31Q: 3 clusters Score -1.039058e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 83452 members 
Entering Unmasked Estep 
Score: -10390991.000000 Penalty: 5630.629395
	Iteration 32Q: 3 clusters Score -1.039099e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 83810 members 
Entering Unmasked Estep 
Score: -10391262.000000 Penalty: 5630.629395
	Iteration 33Q: 3 clusters Score -1.039126e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 84055 members 
Entering Unmasked Estep 
Score: -10391443.000000 Penalty: 5630.629395
	Iteration 34Q: 3 clusters Score -1.039144e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 84209 members 
Entering Unmasked Estep 
Score: -10391551.000000 Penalty: 5630.629395
	Iteration 35Q: 3 clusters Score -1.039155e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 84301 members 
Entering Unmasked Estep 
Score: -10391599.000000 Penalty: 5630.629395
	Iteration 36Q: 3 clusters Score -1.03916e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 84375 members 
Entering Unmasked Estep 
Score: -10391650.000000 Penalty: 5630.629395
	Iteration 37Q: 3 clusters Score -1.039165e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 84423 members 
Entering Unmasked Estep 
Score: -10391675.000000 Penalty: 5630.629395
	Iteration 38Q: 3 clusters Score -1.039168e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 84463 members 
Entering Unmasked Estep 
Score: -10391696.000000 Penalty: 5630.629395
	Iteration 39Q: 3 clusters Score -1.03917e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 84489 members 
Entering Unmasked Estep 
Score: -10391717.000000 Penalty: 5630.629395
	Iteration 40F: 3 clusters Score -1.039172e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 84500 members 
Entering Unmasked Estep 
Score: -10391715.000000 Penalty: 5630.629395
	Iteration 41Q: 3 clusters Score -1.039172e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 84508 members 
Entering Unmasked Estep 
Score: -10391733.000000 Penalty: 5630.629395
	Iteration 42Q: 3 clusters Score -1.039173e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 84519 members 
Entering Unmasked Estep 
Score: -10391750.000000 Penalty: 5630.629395
	Iteration 43Q: 3 clusters Score -1.039175e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 84529 members 
Entering Unmasked Estep 
Score: -10391757.000000 Penalty: 5630.629395
	Iteration 44Q: 3 clusters Score -1.039176e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 84535 members 
Entering Unmasked Estep 
Score: -10391766.000000 Penalty: 5630.629395
	Iteration 45Q: 3 clusters Score -1.039177e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 84536 members 
Entering Unmasked Estep 
Score: -10391772.000000 Penalty: 5630.629395
	Iteration 46Q: 3 clusters Score -1.039177e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 84543 members 
Entering Unmasked Estep 
Score: -10391770.000000 Penalty: 5630.629395
	Iteration 47Q: 3 clusters Score -1.039177e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 84546 members 
Entering Unmasked Estep 
Score: -10391772.000000 Penalty: 5630.629395
	Iteration 48Q: 3 clusters Score -1.039177e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 84550 members 
Entering Unmasked Estep 
Score: -10391785.000000 Penalty: 5630.629395
	Iteration 49Q: 3 clusters Score -1.039178e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 84556 members 
Entering Unmasked Estep 
Score: -10391782.000000 Penalty: 5630.629395
	Iteration 50Q: 3 clusters Score -1.039178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 84558 members 
Entering Unmasked Estep 
Score: -10391780.000000 Penalty: 5630.629395
	Iteration 51Q: 3 clusters Score -1.039178e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 84559 members 
Entering Unmasked Estep 
Score: -10391779.000000 Penalty: 5630.629395
	Iteration 52Q: 3 clusters Score -1.039178e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 84560 members 
Entering Unmasked Estep 
Score: -10391779.000000 Penalty: 5630.629395
	Iteration 53Q: 3 clusters Score -1.039178e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 84560 members 
Entering Unmasked Estep 
Score: -10391779.000000 Penalty: 5630.629395
	Iteration 54F: 3 clusters Score -1.039178e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (25700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Entering Unmasked Estep 
Score: -3097172.250000 Penalty: 2518.253174
	Iteration 0F: 2 clusters Score -3097172 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 12827 members 
Entering Unmasked Estep 
Score: -3079422.250000 Penalty: 5036.506348
	Iteration 0F: 3 clusters Score -3079422 nChanged 11548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -3085666.750000 Penalty: 5036.506348
	Iteration 1F: 3 clusters Score -3085667 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -3086130.500000 Penalty: 5036.506348
	Iteration 2F: 3 clusters Score -3086130 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -3086547.250000 Penalty: 5036.506348
	Iteration 3Q: 3 clusters Score -3086547 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -3086930.250000 Penalty: 5036.506348
	Iteration 4Q: 3 clusters Score -3086930 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -3087383.500000 Penalty: 5036.506348
	Iteration 5Q: 3 clusters Score -3087384 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -3087849.250000 Penalty: 5036.506348
	Iteration 6Q: 3 clusters Score -3087849 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -3088365.500000 Penalty: 5036.506348
	Iteration 7Q: 3 clusters Score -3088366 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -3088966.500000 Penalty: 5036.506348
	Iteration 8Q: 3 clusters Score -3088966 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -3089720.750000 Penalty: 5036.506348
	Iteration 9Q: 3 clusters Score -3089721 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -3090569.000000 Penalty: 5036.506348
	Iteration 10F: 3 clusters Score -3090569 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -3091466.250000 Penalty: 5036.506348
	Iteration 11F: 3 clusters Score -3091466 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -3092259.000000 Penalty: 5036.506348
	Iteration 12F: 3 clusters Score -3092259 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -3092860.750000 Penalty: 5036.506348
	Iteration 13Q: 3 clusters Score -3092861 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -3093354.500000 Penalty: 5036.506348
	Iteration 14Q: 3 clusters Score -3093354 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -3093719.750000 Penalty: 5036.506348
	Iteration 15Q: 3 clusters Score -3093720 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -3094027.500000 Penalty: 5036.506348
	Iteration 16Q: 3 clusters Score -3094028 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -3094333.000000 Penalty: 5036.506348
	Iteration 17Q: 3 clusters Score -3094333 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -3094650.000000 Penalty: 5036.506348
	Iteration 18Q: 3 clusters Score -3094650 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -3094987.500000 Penalty: 5036.506348
	Iteration 19Q: 3 clusters Score -3094988 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -3095273.750000 Penalty: 5036.506348
	Iteration 20F: 3 clusters Score -3095274 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -3095480.000000 Penalty: 5036.506348
	Iteration 21Q: 3 clusters Score -3095480 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -3095599.750000 Penalty: 5036.506348
	Iteration 22Q: 3 clusters Score -3095600 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -3095688.500000 Penalty: 5036.506348
	Iteration 23Q: 3 clusters Score -3095688 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -3095742.750000 Penalty: 5036.506348
	Iteration 24Q: 3 clusters Score -3095743 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -3095774.000000 Penalty: 5036.506348
	Iteration 25Q: 3 clusters Score -3095774 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -3095807.500000 Penalty: 5036.506348
	Iteration 26Q: 3 clusters Score -3095808 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -3095838.250000 Penalty: 5036.506348
	Iteration 27Q: 3 clusters Score -3095838 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -3095869.500000 Penalty: 5036.506348
	Iteration 28Q: 3 clusters Score -3095870 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -3095894.000000 Penalty: 5036.506348
	Iteration 29Q: 3 clusters Score -3095894 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -3095912.000000 Penalty: 5036.506348
	Iteration 30Q: 3 clusters Score -3095912 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -3095931.000000 Penalty: 5036.506348
	Iteration 31Q: 3 clusters Score -3095931 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -3095947.500000 Penalty: 5036.506348
	Iteration 32Q: 3 clusters Score -3095948 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -3095970.000000 Penalty: 5036.506348
	Iteration 33Q: 3 clusters Score -3095970 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -3095983.500000 Penalty: 5036.506348
	Iteration 34Q: 3 clusters Score -3095984 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -3095992.250000 Penalty: 5036.506348
	Iteration 35Q: 3 clusters Score -3095992 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -3096009.250000 Penalty: 5036.506348
	Iteration 36Q: 3 clusters Score -3096009 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -3096013.500000 Penalty: 5036.506348
	Iteration 37Q: 3 clusters Score -3096014 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -3096016.000000 Penalty: 5036.506348
	Iteration 38Q: 3 clusters Score -3096016 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -3096023.000000 Penalty: 5036.506348
	Iteration 39Q: 3 clusters Score -3096023 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -3096028.250000 Penalty: 5036.506348
	Iteration 40F: 3 clusters Score -3096028 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -3096035.500000 Penalty: 5036.506348
	Iteration 41Q: 3 clusters Score -3096036 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -3096050.250000 Penalty: 5036.506348
	Iteration 42Q: 3 clusters Score -3096050 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -3096054.000000 Penalty: 5036.506348
	Iteration 43Q: 3 clusters Score -3096054 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -3096057.250000 Penalty: 5036.506348
	Iteration 44Q: 3 clusters Score -3096057 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -3096059.250000 Penalty: 5036.506348
	Iteration 45Q: 3 clusters Score -3096059 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -3096064.500000 Penalty: 5036.506348
	Iteration 46Q: 3 clusters Score -3096064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -3096069.750000 Penalty: 5036.506348
	Iteration 47Q: 3 clusters Score -3096070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -3096066.250000 Penalty: 5036.506348
	Iteration 48Q: 3 clusters Score -3096066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -3096067.500000 Penalty: 5036.506348
	Iteration 49Q: 3 clusters Score -3096068 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -3096072.750000 Penalty: 5036.506348
	Iteration 50Q: 3 clusters Score -3096073 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -3096082.000000 Penalty: 5036.506348
	Iteration 51Q: 3 clusters Score -3096082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -3096081.250000 Penalty: 5036.506348
	Iteration 52Q: 3 clusters Score -3096081 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -3096082.500000 Penalty: 5036.506348
	Iteration 53Q: 3 clusters Score -3096082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -3096091.500000 Penalty: 5036.506348
	Iteration 54Q: 3 clusters Score -3096092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -3096089.750000 Penalty: 5036.506348
	Iteration 55Q: 3 clusters Score -3096090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -3096093.250000 Penalty: 5036.506348
	Iteration 56Q: 3 clusters Score -3096093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -3096092.250000 Penalty: 5036.506348
	Iteration 57Q: 3 clusters Score -3096092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -3096095.250000 Penalty: 5036.506348
	Iteration 58Q: 3 clusters Score -3096095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -3096090.750000 Penalty: 5036.506348
	Iteration 59Q: 3 clusters Score -3096091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -3096092.250000 Penalty: 5036.506348
	Iteration 60F: 3 clusters Score -3096092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -3096091.250000 Penalty: 5036.506348
	Iteration 61Q: 3 clusters Score -3096091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -3096090.500000 Penalty: 5036.506348
	Iteration 62Q: 3 clusters Score -3096090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -3096091.750000 Penalty: 5036.506348
	Iteration 63Q: 3 clusters Score -3096092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -3096092.000000 Penalty: 5036.506348
	Iteration 64Q: 3 clusters Score -3096092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -3096092.000000 Penalty: 5036.506348
	Iteration 65F: 3 clusters Score -3096092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (235051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235051 members 
Entering Unmasked Estep 
Score: -28587190.000000 Penalty: 3067.154297
	Iteration 0F: 2 clusters Score -2.858719e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117558 members 
Mstep: Class 2 contains 117493 members 
Entering Unmasked Estep 
Score: -28435284.000000 Penalty: 6134.308594
	Iteration 0F: 3 clusters Score -2.843528e+07 nChanged 113351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116337 members 
Mstep: Class 2 contains 118714 members 
Entering Unmasked Estep 
Score: -28501526.000000 Penalty: 6134.308594
	Iteration 1F: 3 clusters Score -2.850153e+07 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116068 members 
Mstep: Class 2 contains 118983 members 
Entering Unmasked Estep 
Score: -28502620.000000 Penalty: 6134.308594
	Iteration 2Q: 3 clusters Score -2.850262e+07 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115471 members 
Mstep: Class 2 contains 119580 members 
Entering Unmasked Estep 
Score: -28503942.000000 Penalty: 6134.308594
	Iteration 3Q: 3 clusters Score -2.850394e+07 nChanged 6484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114403 members 
Mstep: Class 2 contains 120648 members 
Entering Unmasked Estep 
Score: -28505338.000000 Penalty: 6134.308594
	Iteration 4Q: 3 clusters Score -2.850534e+07 nChanged 6893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112752 members 
Mstep: Class 2 contains 122299 members 
Entering Unmasked Estep 
Score: -28506780.000000 Penalty: 6134.308594
	Iteration 5Q: 3 clusters Score -2.850678e+07 nChanged 7592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110078 members 
Mstep: Class 2 contains 124973 members 
Entering Unmasked Estep 
Score: -28508932.000000 Penalty: 6134.308594
	Iteration 6Q: 3 clusters Score -2.850893e+07 nChanged 8500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106114 members 
Mstep: Class 2 contains 128937 members 
Entering Unmasked Estep 
Score: -28511582.000000 Penalty: 6134.308594
	Iteration 7Q: 3 clusters Score -2.851158e+07 nChanged 9787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100567 members 
Mstep: Class 2 contains 134484 members 
Entering Unmasked Estep 
Score: -28515096.000000 Penalty: 6134.308594
	Iteration 8Q: 3 clusters Score -2.85151e+07 nChanged 11427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92724 members 
Mstep: Class 2 contains 142327 members 
Entering Unmasked Estep 
Score: -28520170.000000 Penalty: 6134.308594
	Iteration 9Q: 3 clusters Score -2.852017e+07 nChanged 13158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82602 members 
Mstep: Class 2 contains 152449 members 
Entering Unmasked Estep 
Score: -28527052.000000 Penalty: 6134.308594
	Iteration 10F: 3 clusters Score -2.852705e+07 nChanged 14753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70275 members 
Mstep: Class 2 contains 164776 members 
Entering Unmasked Estep 
Score: -28536178.000000 Penalty: 6134.308594
	Iteration 11F: 3 clusters Score -2.853618e+07 nChanged 15310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56793 members 
Mstep: Class 2 contains 178258 members 
Entering Unmasked Estep 
Score: -28546546.000000 Penalty: 6134.308594
	Iteration 12F: 3 clusters Score -2.854655e+07 nChanged 14734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43201 members 
Mstep: Class 2 contains 191850 members 
Entering Unmasked Estep 
Score: -28556434.000000 Penalty: 6134.308594
	Iteration 13F: 3 clusters Score -2.855643e+07 nChanged 12571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31248 members 
Mstep: Class 2 contains 203803 members 
Entering Unmasked Estep 
Score: -28565622.000000 Penalty: 6134.308594
	Iteration 14F: 3 clusters Score -2.856562e+07 nChanged 8945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 212358 members 
Entering Unmasked Estep 
Score: -28573698.000000 Penalty: 6134.308594
	Iteration 15Q: 3 clusters Score -2.85737e+07 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 216631 members 
Entering Unmasked Estep 
Score: -28580948.000000 Penalty: 6134.308594
	Iteration 16Q: 3 clusters Score -2.858095e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 217249 members 
Entering Unmasked Estep 
Score: -28585810.000000 Penalty: 6134.308594
	Iteration 17Q: 3 clusters Score -2.858581e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 216803 members 
Entering Unmasked Estep 
Score: -28587582.000000 Penalty: 6134.308594
	Iteration 18Q: 3 clusters Score -2.858758e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 216444 members 
Entering Unmasked Estep 
Score: -28588412.000000 Penalty: 6134.308594
	Iteration 19Q: 3 clusters Score -2.858841e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 216185 members 
Entering Unmasked Estep 
Score: -28588742.000000 Penalty: 6134.308594
	Iteration 20F: 3 clusters Score -2.858874e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 215998 members 
Entering Unmasked Estep 
Score: -28588912.000000 Penalty: 6134.308594
	Iteration 21Q: 3 clusters Score -2.858891e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 215838 members 
Entering Unmasked Estep 
Score: -28588992.000000 Penalty: 6134.308594
	Iteration 22Q: 3 clusters Score -2.858899e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 215660 members 
Entering Unmasked Estep 
Score: -28589006.000000 Penalty: 6134.308594
	Iteration 23Q: 3 clusters Score -2.858901e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 215480 members 
Entering Unmasked Estep 
Score: -28589084.000000 Penalty: 6134.308594
	Iteration 24Q: 3 clusters Score -2.858908e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 215302 members 
Entering Unmasked Estep 
Score: -28589120.000000 Penalty: 6134.308594
	Iteration 25Q: 3 clusters Score -2.858912e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 215159 members 
Entering Unmasked Estep 
Score: -28589120.000000 Penalty: 6134.308594
	Iteration 26Q: 3 clusters Score -2.858912e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 215014 members 
Entering Unmasked Estep 
Score: -28589094.000000 Penalty: 6134.308594
	Iteration 27Q: 3 clusters Score -2.858909e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 214883 members 
Entering Unmasked Estep 
Score: -28589100.000000 Penalty: 6134.308594
	Iteration 28Q: 3 clusters Score -2.85891e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 214777 members 
Entering Unmasked Estep 
Score: -28589100.000000 Penalty: 6134.308594
	Iteration 29Q: 3 clusters Score -2.85891e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 214679 members 
Entering Unmasked Estep 
Score: -28589116.000000 Penalty: 6134.308594
	Iteration 30Q: 3 clusters Score -2.858912e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 214578 members 
Entering Unmasked Estep 
Score: -28589096.000000 Penalty: 6134.308594
	Iteration 31Q: 3 clusters Score -2.85891e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 214483 members 
Entering Unmasked Estep 
Score: -28589116.000000 Penalty: 6134.308594
	Iteration 32Q: 3 clusters Score -2.858912e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 214412 members 
Entering Unmasked Estep 
Score: -28589068.000000 Penalty: 6134.308594
	Iteration 33Q: 3 clusters Score -2.858907e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 214355 members 
Entering Unmasked Estep 
Score: -28589078.000000 Penalty: 6134.308594
	Iteration 34Q: 3 clusters Score -2.858908e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 214306 members 
Entering Unmasked Estep 
Score: -28589064.000000 Penalty: 6134.308594
	Iteration 35Q: 3 clusters Score -2.858906e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 214248 members 
Entering Unmasked Estep 
Score: -28589086.000000 Penalty: 6134.308594
	Iteration 36Q: 3 clusters Score -2.858909e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 214189 members 
Entering Unmasked Estep 
Score: -28589086.000000 Penalty: 6134.308594
	Iteration 37Q: 3 clusters Score -2.858909e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 214131 members 
Entering Unmasked Estep 
Score: -28589088.000000 Penalty: 6134.308594
	Iteration 38Q: 3 clusters Score -2.858909e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 214065 members 
Entering Unmasked Estep 
Score: -28589116.000000 Penalty: 6134.308594
	Iteration 39Q: 3 clusters Score -2.858912e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 214005 members 
Entering Unmasked Estep 
Score: -28589096.000000 Penalty: 6134.308594
	Iteration 40F: 3 clusters Score -2.85891e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 213949 members 
Entering Unmasked Estep 
Score: -28589124.000000 Penalty: 6134.308594
	Iteration 41Q: 3 clusters Score -2.858912e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 213886 members 
Entering Unmasked Estep 
Score: -28589154.000000 Penalty: 6134.308594
	Iteration 42Q: 3 clusters Score -2.858915e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 213825 members 
Entering Unmasked Estep 
Score: -28589138.000000 Penalty: 6134.308594
	Iteration 43Q: 3 clusters Score -2.858914e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 213767 members 
Entering Unmasked Estep 
Score: -28589168.000000 Penalty: 6134.308594
	Iteration 44Q: 3 clusters Score -2.858917e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 213714 members 
Entering Unmasked Estep 
Score: -28589170.000000 Penalty: 6134.308594
	Iteration 45Q: 3 clusters Score -2.858917e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 213658 members 
Entering Unmasked Estep 
Score: -28589188.000000 Penalty: 6134.308594
	Iteration 46Q: 3 clusters Score -2.858919e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 213615 members 
Entering Unmasked Estep 
Score: -28589184.000000 Penalty: 6134.308594
	Iteration 47Q: 3 clusters Score -2.858918e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 213575 members 
Entering Unmasked Estep 
Score: -28589166.000000 Penalty: 6134.308594
	Iteration 48Q: 3 clusters Score -2.858917e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 213539 members 
Entering Unmasked Estep 
Score: -28589174.000000 Penalty: 6134.308594
	Iteration 49Q: 3 clusters Score -2.858917e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 213508 members 
Entering Unmasked Estep 
Score: -28589188.000000 Penalty: 6134.308594
	Iteration 50Q: 3 clusters Score -2.858919e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 213477 members 
Entering Unmasked Estep 
Score: -28589206.000000 Penalty: 6134.308594
	Iteration 51Q: 3 clusters Score -2.858921e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 213441 members 
Entering Unmasked Estep 
Score: -28589170.000000 Penalty: 6134.308594
	Iteration 52Q: 3 clusters Score -2.858917e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 213407 members 
Entering Unmasked Estep 
Score: -28589176.000000 Penalty: 6134.308594
	Iteration 53Q: 3 clusters Score -2.858918e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 213382 members 
Entering Unmasked Estep 
Score: -28589176.000000 Penalty: 6134.308594
	Iteration 54Q: 3 clusters Score -2.858918e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 213364 members 
Entering Unmasked Estep 
Score: -28589156.000000 Penalty: 6134.308594
	Iteration 55Q: 3 clusters Score -2.858916e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 213347 members 
Entering Unmasked Estep 
Score: -28589168.000000 Penalty: 6134.308594
	Iteration 56Q: 3 clusters Score -2.858917e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 213338 members 
Entering Unmasked Estep 
Score: -28589176.000000 Penalty: 6134.308594
	Iteration 57Q: 3 clusters Score -2.858918e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 213329 members 
Entering Unmasked Estep 
Score: -28589180.000000 Penalty: 6134.308594
	Iteration 58Q: 3 clusters Score -2.858918e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 213322 members 
Entering Unmasked Estep 
Score: -28589192.000000 Penalty: 6134.308594
	Iteration 59Q: 3 clusters Score -2.858919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 213319 members 
Entering Unmasked Estep 
Score: -28589196.000000 Penalty: 6134.308594
	Iteration 60F: 3 clusters Score -2.85892e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 213317 members 
Entering Unmasked Estep 
Score: -28589200.000000 Penalty: 6134.308594
	Iteration 61Q: 3 clusters Score -2.85892e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 213314 members 
Entering Unmasked Estep 
Score: -28589194.000000 Penalty: 6134.308594
	Iteration 62Q: 3 clusters Score -2.858919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 213312 members 
Entering Unmasked Estep 
Score: -28589184.000000 Penalty: 6134.308594
	Iteration 63Q: 3 clusters Score -2.858918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 213311 members 
Entering Unmasked Estep 
Score: -28589180.000000 Penalty: 6134.308594
	Iteration 64Q: 3 clusters Score -2.858918e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 213311 members 
Entering Unmasked Estep 
Score: -28589180.000000 Penalty: 6134.308594
	Iteration 65F: 3 clusters Score -2.858918e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 8689 members 
Mstep: Class 3 contains 16956 members 
Mstep: Class 4 contains 188567 members 
Mstep: Class 5 contains 298335 members 
Mstep: Class 6 contains 8902 members 
Mstep: Class 7 contains 285307 members 
Mstep: Class 8 contains 13454 members 
Mstep: Class 9 contains 9738 members 
Mstep: Class 10 contains 14853 members 
Mstep: Class 11 contains 9141 members 
Mstep: Class 12 contains 16406 members 
Mstep: Class 13 contains 459 members 
Mstep: Class 14 contains 2966 members 
Mstep: Class 15 contains 99292 members 
Mstep: Class 16 contains 190126 members 
Mstep: Class 17 contains 30544 members 
Mstep: Class 18 contains 85142 members 
Mstep: Class 19 contains 25700 members 
Mstep: Class 20 contains 21740 members 
Mstep: Class 21 contains 43393 members 
Mstep: Class 22 contains 62888 members 
Mstep: Class 23 contains 25591 members 
Mstep: Class 24 contains 33743 members 
Mstep: Class 25 contains 1388 members 
Mstep: Class 26 contains 12892 members 
Mstep: Class 27 contains 9572 members 
Mstep: Class 28 contains 5272 members 
Mstep: Class 29 contains 12761 members 
Mstep: Class 30 contains 1426 members 
Mstep: Class 31 contains 7211 members 
Mstep: Class 32 contains 10572 members 
Mstep: Class 33 contains 56270 members 
Mstep: Class 34 contains 12724 members 
Mstep: Class 35 contains 901 members 
Mstep: Class 36 contains 147152 members 
Mstep: Class 37 contains 213311 members 
Entering Unmasked Estep 
Score: -235450592.000000 Penalty: 133086.203125
Splitting cluster 20 changes total score from -235442848.000000 to -235450592.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 21 (43393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43393 members 
Entering Unmasked Estep 
Score: -5254571.500000 Penalty: 2648.157471
	Iteration 0F: 2 clusters Score -5254572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -5225072.000000 Penalty: 5296.314941
	Iteration 0F: 3 clusters Score -5225072 nChanged 20015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -5236735.500000 Penalty: 5296.314941
	Iteration 1F: 3 clusters Score -5236736 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -5238473.500000 Penalty: 5296.314941
	Iteration 2F: 3 clusters Score -5238474 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -5241163.500000 Penalty: 5296.314941
	Iteration 3F: 3 clusters Score -5241164 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -5244756.500000 Penalty: 5296.314941
	Iteration 4F: 3 clusters Score -5244756 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -5248092.500000 Penalty: 5296.314941
	Iteration 5F: 3 clusters Score -5248092 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33776 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -5250296.500000 Penalty: 5296.314941
	Iteration 6F: 3 clusters Score -5250296 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35446 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -5251660.500000 Penalty: 5296.314941
	Iteration 7Q: 3 clusters Score -5251660 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36653 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -5252414.000000 Penalty: 5296.314941
	Iteration 8Q: 3 clusters Score -5252414 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37510 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -5252846.500000 Penalty: 5296.314941
	Iteration 9Q: 3 clusters Score -5252846 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38134 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -5253134.000000 Penalty: 5296.314941
	Iteration 10Q: 3 clusters Score -5253134 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38619 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -5253360.000000 Penalty: 5296.314941
	Iteration 11Q: 3 clusters Score -5253360 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39026 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -5253512.000000 Penalty: 5296.314941
	Iteration 12Q: 3 clusters Score -5253512 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -5253630.000000 Penalty: 5296.314941
	Iteration 13Q: 3 clusters Score -5253630 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39577 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -5253709.000000 Penalty: 5296.314941
	Iteration 14Q: 3 clusters Score -5253709 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39773 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -5253785.000000 Penalty: 5296.314941
	Iteration 15Q: 3 clusters Score -5253785 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39956 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -5253875.000000 Penalty: 5296.314941
	Iteration 16Q: 3 clusters Score -5253875 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40105 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -5253937.000000 Penalty: 5296.314941
	Iteration 17Q: 3 clusters Score -5253937 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40213 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -5253960.500000 Penalty: 5296.314941
	Iteration 18Q: 3 clusters Score -5253960 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40307 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -5253976.500000 Penalty: 5296.314941
	Iteration 19Q: 3 clusters Score -5253976 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40379 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -5253985.500000 Penalty: 5296.314941
	Iteration 20F: 3 clusters Score -5253986 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40440 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -5254005.000000 Penalty: 5296.314941
	Iteration 21Q: 3 clusters Score -5254005 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40503 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -5254031.500000 Penalty: 5296.314941
	Iteration 22Q: 3 clusters Score -5254032 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40560 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -5254050.500000 Penalty: 5296.314941
	Iteration 23Q: 3 clusters Score -5254050 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40620 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -5254086.500000 Penalty: 5296.314941
	Iteration 24Q: 3 clusters Score -5254086 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40674 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -5254100.000000 Penalty: 5296.314941
	Iteration 25Q: 3 clusters Score -5254100 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40726 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -5254125.500000 Penalty: 5296.314941
	Iteration 26Q: 3 clusters Score -5254126 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40768 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -5254154.000000 Penalty: 5296.314941
	Iteration 27Q: 3 clusters Score -5254154 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40806 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -5254160.500000 Penalty: 5296.314941
	Iteration 28Q: 3 clusters Score -5254160 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40843 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -5254194.500000 Penalty: 5296.314941
	Iteration 29Q: 3 clusters Score -5254194 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40874 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -5254222.000000 Penalty: 5296.314941
	Iteration 30Q: 3 clusters Score -5254222 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40908 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -5254260.500000 Penalty: 5296.314941
	Iteration 31Q: 3 clusters Score -5254260 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40939 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -5254284.500000 Penalty: 5296.314941
	Iteration 32Q: 3 clusters Score -5254284 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40956 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -5254307.500000 Penalty: 5296.314941
	Iteration 33Q: 3 clusters Score -5254308 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40967 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -5254315.000000 Penalty: 5296.314941
	Iteration 34Q: 3 clusters Score -5254315 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40982 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -5254321.000000 Penalty: 5296.314941
	Iteration 35Q: 3 clusters Score -5254321 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41002 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -5254335.500000 Penalty: 5296.314941
	Iteration 36Q: 3 clusters Score -5254336 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41025 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -5254347.500000 Penalty: 5296.314941
	Iteration 37Q: 3 clusters Score -5254348 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41047 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -5254354.000000 Penalty: 5296.314941
	Iteration 38Q: 3 clusters Score -5254354 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41068 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -5254371.500000 Penalty: 5296.314941
	Iteration 39Q: 3 clusters Score -5254372 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41081 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -5254372.000000 Penalty: 5296.314941
	Iteration 40F: 3 clusters Score -5254372 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41090 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -5254383.000000 Penalty: 5296.314941
	Iteration 41Q: 3 clusters Score -5254383 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41097 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -5254388.000000 Penalty: 5296.314941
	Iteration 42Q: 3 clusters Score -5254388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41106 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -5254393.500000 Penalty: 5296.314941
	Iteration 43Q: 3 clusters Score -5254394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -5254394.000000 Penalty: 5296.314941
	Iteration 44Q: 3 clusters Score -5254394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41116 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -5254394.000000 Penalty: 5296.314941
	Iteration 45Q: 3 clusters Score -5254394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41114 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -5254397.500000 Penalty: 5296.314941
	Iteration 46Q: 3 clusters Score -5254398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -5254398.500000 Penalty: 5296.314941
	Iteration 47Q: 3 clusters Score -5254398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41118 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -5254400.500000 Penalty: 5296.314941
	Iteration 48Q: 3 clusters Score -5254400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41118 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -5254404.000000 Penalty: 5296.314941
	Iteration 49Q: 3 clusters Score -5254404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41120 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -5254400.500000 Penalty: 5296.314941
	Iteration 50Q: 3 clusters Score -5254400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41119 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -5254398.500000 Penalty: 5296.314941
	Iteration 51Q: 3 clusters Score -5254398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41121 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -5254407.500000 Penalty: 5296.314941
	Iteration 52Q: 3 clusters Score -5254408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41123 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -5254408.000000 Penalty: 5296.314941
	Iteration 53Q: 3 clusters Score -5254408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41124 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -5254408.000000 Penalty: 5296.314941
	Iteration 54Q: 3 clusters Score -5254408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41124 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -5254408.000000 Penalty: 5296.314941
	Iteration 55F: 3 clusters Score -5254408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (62888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62888 members 
Entering Unmasked Estep 
Score: -7057986.500000 Penalty: 2740.179443
	Iteration 0F: 2 clusters Score -7057986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -7015937.000000 Penalty: 5480.358887
	Iteration 0F: 3 clusters Score -7015937 nChanged 29163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30965 members 
Mstep: Class 2 contains 31923 members 
Entering Unmasked Estep 
Score: -7033043.000000 Penalty: 5480.358887
	Iteration 1F: 3 clusters Score -7033043 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30816 members 
Mstep: Class 2 contains 32072 members 
Entering Unmasked Estep 
Score: -7034510.500000 Penalty: 5480.358887
	Iteration 2F: 3 clusters Score -7034510 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30601 members 
Mstep: Class 2 contains 32287 members 
Entering Unmasked Estep 
Score: -7036261.500000 Penalty: 5480.358887
	Iteration 3F: 3 clusters Score -7036262 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 32665 members 
Entering Unmasked Estep 
Score: -7038196.500000 Penalty: 5480.358887
	Iteration 4F: 3 clusters Score -7038196 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29585 members 
Mstep: Class 2 contains 33303 members 
Entering Unmasked Estep 
Score: -7039892.000000 Penalty: 5480.358887
	Iteration 5F: 3 clusters Score -7039892 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28766 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -7041163.500000 Penalty: 5480.358887
	Iteration 6F: 3 clusters Score -7041164 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27710 members 
Mstep: Class 2 contains 35178 members 
Entering Unmasked Estep 
Score: -7042151.500000 Penalty: 5480.358887
	Iteration 7Q: 3 clusters Score -7042152 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -7043056.500000 Penalty: 5480.358887
	Iteration 8Q: 3 clusters Score -7043056 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 38192 members 
Entering Unmasked Estep 
Score: -7044021.000000 Penalty: 5480.358887
	Iteration 9Q: 3 clusters Score -7044021 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 40195 members 
Entering Unmasked Estep 
Score: -7045155.000000 Penalty: 5480.358887
	Iteration 10Q: 3 clusters Score -7045155 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 42543 members 
Entering Unmasked Estep 
Score: -7046628.500000 Penalty: 5480.358887
	Iteration 11Q: 3 clusters Score -7046628 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 45073 members 
Entering Unmasked Estep 
Score: -7048336.000000 Penalty: 5480.358887
	Iteration 12Q: 3 clusters Score -7048336 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 47589 members 
Entering Unmasked Estep 
Score: -7050060.000000 Penalty: 5480.358887
	Iteration 13Q: 3 clusters Score -7050060 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 49953 members 
Entering Unmasked Estep 
Score: -7051664.000000 Penalty: 5480.358887
	Iteration 14Q: 3 clusters Score -7051664 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 52099 members 
Entering Unmasked Estep 
Score: -7052955.000000 Penalty: 5480.358887
	Iteration 15Q: 3 clusters Score -7052955 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 54005 members 
Entering Unmasked Estep 
Score: -7054046.500000 Penalty: 5480.358887
	Iteration 16Q: 3 clusters Score -7054046 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 55576 members 
Entering Unmasked Estep 
Score: -7054910.000000 Penalty: 5480.358887
	Iteration 17Q: 3 clusters Score -7054910 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 56785 members 
Entering Unmasked Estep 
Score: -7055483.500000 Penalty: 5480.358887
	Iteration 18Q: 3 clusters Score -7055484 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 57742 members 
Entering Unmasked Estep 
Score: -7055935.000000 Penalty: 5480.358887
	Iteration 19Q: 3 clusters Score -7055935 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 58470 members 
Entering Unmasked Estep 
Score: -7056261.500000 Penalty: 5480.358887
	Iteration 20F: 3 clusters Score -7056262 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 59037 members 
Entering Unmasked Estep 
Score: -7056511.000000 Penalty: 5480.358887
	Iteration 21Q: 3 clusters Score -7056511 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 59434 members 
Entering Unmasked Estep 
Score: -7056671.000000 Penalty: 5480.358887
	Iteration 22Q: 3 clusters Score -7056671 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 59739 members 
Entering Unmasked Estep 
Score: -7056778.000000 Penalty: 5480.358887
	Iteration 23Q: 3 clusters Score -7056778 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 59950 members 
Entering Unmasked Estep 
Score: -7056839.500000 Penalty: 5480.358887
	Iteration 24Q: 3 clusters Score -7056840 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 60105 members 
Entering Unmasked Estep 
Score: -7056895.000000 Penalty: 5480.358887
	Iteration 25Q: 3 clusters Score -7056895 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 60224 members 
Entering Unmasked Estep 
Score: -7056937.000000 Penalty: 5480.358887
	Iteration 26Q: 3 clusters Score -7056937 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 60324 members 
Entering Unmasked Estep 
Score: -7056968.500000 Penalty: 5480.358887
	Iteration 27Q: 3 clusters Score -7056968 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 60407 members 
Entering Unmasked Estep 
Score: -7056991.500000 Penalty: 5480.358887
	Iteration 28Q: 3 clusters Score -7056992 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 60467 members 
Entering Unmasked Estep 
Score: -7057013.500000 Penalty: 5480.358887
	Iteration 29Q: 3 clusters Score -7057014 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 60520 members 
Entering Unmasked Estep 
Score: -7057030.500000 Penalty: 5480.358887
	Iteration 30Q: 3 clusters Score -7057030 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 60573 members 
Entering Unmasked Estep 
Score: -7057047.000000 Penalty: 5480.358887
	Iteration 31Q: 3 clusters Score -7057047 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 60615 members 
Entering Unmasked Estep 
Score: -7057055.000000 Penalty: 5480.358887
	Iteration 32Q: 3 clusters Score -7057055 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 60647 members 
Entering Unmasked Estep 
Score: -7057058.000000 Penalty: 5480.358887
	Iteration 33Q: 3 clusters Score -7057058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 60668 members 
Entering Unmasked Estep 
Score: -7057072.000000 Penalty: 5480.358887
	Iteration 34Q: 3 clusters Score -7057072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 60686 members 
Entering Unmasked Estep 
Score: -7057078.500000 Penalty: 5480.358887
	Iteration 35Q: 3 clusters Score -7057078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 60700 members 
Entering Unmasked Estep 
Score: -7057079.000000 Penalty: 5480.358887
	Iteration 36Q: 3 clusters Score -7057079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 60715 members 
Entering Unmasked Estep 
Score: -7057077.500000 Penalty: 5480.358887
	Iteration 37Q: 3 clusters Score -7057078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 60729 members 
Entering Unmasked Estep 
Score: -7057077.500000 Penalty: 5480.358887
	Iteration 38Q: 3 clusters Score -7057078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 60745 members 
Entering Unmasked Estep 
Score: -7057092.500000 Penalty: 5480.358887
	Iteration 39Q: 3 clusters Score -7057092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 60761 members 
Entering Unmasked Estep 
Score: -7057087.500000 Penalty: 5480.358887
	Iteration 40F: 3 clusters Score -7057088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 60782 members 
Entering Unmasked Estep 
Score: -7057101.000000 Penalty: 5480.358887
	Iteration 41Q: 3 clusters Score -7057101 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 60797 members 
Entering Unmasked Estep 
Score: -7057098.000000 Penalty: 5480.358887
	Iteration 42Q: 3 clusters Score -7057098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 60817 members 
Entering Unmasked Estep 
Score: -7057096.000000 Penalty: 5480.358887
	Iteration 43Q: 3 clusters Score -7057096 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 60843 members 
Entering Unmasked Estep 
Score: -7057115.000000 Penalty: 5480.358887
	Iteration 44Q: 3 clusters Score -7057115 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 60870 members 
Entering Unmasked Estep 
Score: -7057129.000000 Penalty: 5480.358887
	Iteration 45Q: 3 clusters Score -7057129 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 60902 members 
Entering Unmasked Estep 
Score: -7057146.500000 Penalty: 5480.358887
	Iteration 46Q: 3 clusters Score -7057146 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 60940 members 
Entering Unmasked Estep 
Score: -7057137.000000 Penalty: 5480.358887
	Iteration 47Q: 3 clusters Score -7057137 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 60961 members 
Entering Unmasked Estep 
Score: -7057164.000000 Penalty: 5480.358887
	Iteration 48Q: 3 clusters Score -7057164 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 60982 members 
Entering Unmasked Estep 
Score: -7057173.500000 Penalty: 5480.358887
	Iteration 49Q: 3 clusters Score -7057174 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 61003 members 
Entering Unmasked Estep 
Score: -7057190.500000 Penalty: 5480.358887
	Iteration 50Q: 3 clusters Score -7057190 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 61017 members 
Entering Unmasked Estep 
Score: -7057199.000000 Penalty: 5480.358887
	Iteration 51Q: 3 clusters Score -7057199 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 61036 members 
Entering Unmasked Estep 
Score: -7057200.000000 Penalty: 5480.358887
	Iteration 52Q: 3 clusters Score -7057200 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 61056 members 
Entering Unmasked Estep 
Score: -7057195.000000 Penalty: 5480.358887
	Iteration 53Q: 3 clusters Score -7057195 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 61073 members 
Entering Unmasked Estep 
Score: -7057191.500000 Penalty: 5480.358887
	Iteration 54Q: 3 clusters Score -7057192 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 61087 members 
Entering Unmasked Estep 
Score: -7057191.500000 Penalty: 5480.358887
	Iteration 55Q: 3 clusters Score -7057192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 61100 members 
Entering Unmasked Estep 
Score: -7057200.000000 Penalty: 5480.358887
	Iteration 56Q: 3 clusters Score -7057200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 61108 members 
Entering Unmasked Estep 
Score: -7057202.500000 Penalty: 5480.358887
	Iteration 57Q: 3 clusters Score -7057202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 61112 members 
Entering Unmasked Estep 
Score: -7057209.000000 Penalty: 5480.358887
	Iteration 58Q: 3 clusters Score -7057209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 61117 members 
Entering Unmasked Estep 
Score: -7057209.500000 Penalty: 5480.358887
	Iteration 59Q: 3 clusters Score -7057210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 61122 members 
Entering Unmasked Estep 
Score: -7057217.000000 Penalty: 5480.358887
	Iteration 60F: 3 clusters Score -7057217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 61124 members 
Entering Unmasked Estep 
Score: -7057218.500000 Penalty: 5480.358887
	Iteration 61Q: 3 clusters Score -7057218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 61125 members 
Entering Unmasked Estep 
Score: -7057222.500000 Penalty: 5480.358887
	Iteration 62Q: 3 clusters Score -7057222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 61124 members 
Entering Unmasked Estep 
Score: -7057223.000000 Penalty: 5480.358887
	Iteration 63Q: 3 clusters Score -7057223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 61124 members 
Entering Unmasked Estep 
Score: -7057223.000000 Penalty: 5480.358887
	Iteration 64F: 3 clusters Score -7057223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (25591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Entering Unmasked Estep 
Score: -2958954.250000 Penalty: 2517.198975
	Iteration 0F: 2 clusters Score -2958954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -2941278.750000 Penalty: 5034.397949
	Iteration 0F: 3 clusters Score -2941279 nChanged 11477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -2947726.000000 Penalty: 5034.397949
	Iteration 1F: 3 clusters Score -2947726 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -2948587.500000 Penalty: 5034.397949
	Iteration 2F: 3 clusters Score -2948588 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -2949563.000000 Penalty: 5034.397949
	Iteration 3F: 3 clusters Score -2949563 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -2950413.750000 Penalty: 5034.397949
	Iteration 4F: 3 clusters Score -2950414 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -2951129.750000 Penalty: 5034.397949
	Iteration 5F: 3 clusters Score -2951130 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -2951727.500000 Penalty: 5034.397949
	Iteration 6F: 3 clusters Score -2951728 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -2952226.500000 Penalty: 5034.397949
	Iteration 7Q: 3 clusters Score -2952226 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -2952639.500000 Penalty: 5034.397949
	Iteration 8Q: 3 clusters Score -2952640 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -2953055.250000 Penalty: 5034.397949
	Iteration 9Q: 3 clusters Score -2953055 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -2953539.500000 Penalty: 5034.397949
	Iteration 10Q: 3 clusters Score -2953540 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -2954127.750000 Penalty: 5034.397949
	Iteration 11Q: 3 clusters Score -2954128 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -2954773.500000 Penalty: 5034.397949
	Iteration 12Q: 3 clusters Score -2954774 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -2955464.250000 Penalty: 5034.397949
	Iteration 13Q: 3 clusters Score -2955464 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -2956180.500000 Penalty: 5034.397949
	Iteration 14Q: 3 clusters Score -2956180 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -2956890.000000 Penalty: 5034.397949
	Iteration 15Q: 3 clusters Score -2956890 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -2957538.750000 Penalty: 5034.397949
	Iteration 16Q: 3 clusters Score -2957539 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -2958040.000000 Penalty: 5034.397949
	Iteration 17Q: 3 clusters Score -2958040 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -2958375.250000 Penalty: 5034.397949
	Iteration 18Q: 3 clusters Score -2958375 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -2958601.000000 Penalty: 5034.397949
	Iteration 19Q: 3 clusters Score -2958601 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -2958731.000000 Penalty: 5034.397949
	Iteration 20F: 3 clusters Score -2958731 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -2958821.750000 Penalty: 5034.397949
	Iteration 21Q: 3 clusters Score -2958822 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -2958905.250000 Penalty: 5034.397949
	Iteration 22Q: 3 clusters Score -2958905 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -2958948.750000 Penalty: 5034.397949
	Iteration 23Q: 3 clusters Score -2958949 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -2958991.750000 Penalty: 5034.397949
	Iteration 24Q: 3 clusters Score -2958992 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -2959018.000000 Penalty: 5034.397949
	Iteration 25Q: 3 clusters Score -2959018 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -2959037.500000 Penalty: 5034.397949
	Iteration 26Q: 3 clusters Score -2959038 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -2959047.750000 Penalty: 5034.397949
	Iteration 27Q: 3 clusters Score -2959048 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -2959068.500000 Penalty: 5034.397949
	Iteration 28Q: 3 clusters Score -2959068 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -2959085.500000 Penalty: 5034.397949
	Iteration 29Q: 3 clusters Score -2959086 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -2959095.250000 Penalty: 5034.397949
	Iteration 30Q: 3 clusters Score -2959095 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -2959095.250000 Penalty: 5034.397949
	Iteration 31Q: 3 clusters Score -2959095 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -2959099.500000 Penalty: 5034.397949
	Iteration 32Q: 3 clusters Score -2959100 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -2959100.000000 Penalty: 5034.397949
	Iteration 33Q: 3 clusters Score -2959100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -2959101.750000 Penalty: 5034.397949
	Iteration 34Q: 3 clusters Score -2959102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -2959098.500000 Penalty: 5034.397949
	Iteration 35Q: 3 clusters Score -2959098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -2959098.500000 Penalty: 5034.397949
	Iteration 36Q: 3 clusters Score -2959098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -2959098.250000 Penalty: 5034.397949
	Iteration 37Q: 3 clusters Score -2959098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -2959103.000000 Penalty: 5034.397949
	Iteration 38Q: 3 clusters Score -2959103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -2959106.000000 Penalty: 5034.397949
	Iteration 39Q: 3 clusters Score -2959106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -2959106.500000 Penalty: 5034.397949
	Iteration 40F: 3 clusters Score -2959106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -2959106.750000 Penalty: 5034.397949
	Iteration 41Q: 3 clusters Score -2959107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -2959113.500000 Penalty: 5034.397949
	Iteration 42Q: 3 clusters Score -2959114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -2959122.000000 Penalty: 5034.397949
	Iteration 43Q: 3 clusters Score -2959122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -2959118.250000 Penalty: 5034.397949
	Iteration 44Q: 3 clusters Score -2959118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -2959121.750000 Penalty: 5034.397949
	Iteration 45Q: 3 clusters Score -2959122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -2959116.500000 Penalty: 5034.397949
	Iteration 46Q: 3 clusters Score -2959116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -2959117.500000 Penalty: 5034.397949
	Iteration 47Q: 3 clusters Score -2959118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -2959119.750000 Penalty: 5034.397949
	Iteration 48Q: 3 clusters Score -2959120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -2959123.500000 Penalty: 5034.397949
	Iteration 49Q: 3 clusters Score -2959124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -2959119.250000 Penalty: 5034.397949
	Iteration 50Q: 3 clusters Score -2959119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -2959118.000000 Penalty: 5034.397949
	Iteration 51Q: 3 clusters Score -2959118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -2959122.000000 Penalty: 5034.397949
	Iteration 52Q: 3 clusters Score -2959122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -2959123.250000 Penalty: 5034.397949
	Iteration 53Q: 3 clusters Score -2959123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -2959125.250000 Penalty: 5034.397949
	Iteration 54Q: 3 clusters Score -2959125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -2959121.750000 Penalty: 5034.397949
	Iteration 55Q: 3 clusters Score -2959122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -2959121.750000 Penalty: 5034.397949
	Iteration 56F: 3 clusters Score -2959122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 8689 members 
Mstep: Class 3 contains 16956 members 
Mstep: Class 4 contains 188567 members 
Mstep: Class 5 contains 298335 members 
Mstep: Class 6 contains 8902 members 
Mstep: Class 7 contains 285307 members 
Mstep: Class 8 contains 13454 members 
Mstep: Class 9 contains 9738 members 
Mstep: Class 10 contains 14853 members 
Mstep: Class 11 contains 9141 members 
Mstep: Class 12 contains 16406 members 
Mstep: Class 13 contains 459 members 
Mstep: Class 14 contains 2966 members 
Mstep: Class 15 contains 99292 members 
Mstep: Class 16 contains 190126 members 
Mstep: Class 17 contains 30544 members 
Mstep: Class 18 contains 85142 members 
Mstep: Class 19 contains 25700 members 
Mstep: Class 20 contains 21740 members 
Mstep: Class 21 contains 43393 members 
Mstep: Class 22 contains 62888 members 
Mstep: Class 23 contains 3559 members 
Mstep: Class 24 contains 33743 members 
Mstep: Class 25 contains 1388 members 
Mstep: Class 26 contains 12892 members 
Mstep: Class 27 contains 9572 members 
Mstep: Class 28 contains 5272 members 
Mstep: Class 29 contains 12761 members 
Mstep: Class 30 contains 1426 members 
Mstep: Class 31 contains 7211 members 
Mstep: Class 32 contains 10572 members 
Mstep: Class 33 contains 56270 members 
Mstep: Class 34 contains 12724 members 
Mstep: Class 35 contains 901 members 
Mstep: Class 36 contains 147152 members 
Mstep: Class 37 contains 213311 members 
Mstep: Class 38 contains 22032 members 
Entering Unmasked Estep 
Score: -235450464.000000 Penalty: 136683.125000
Splitting cluster 23 changes total score from -235442848.000000 to -235450464.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 24 (33743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Entering Unmasked Estep 
Score: -4122254.500000 Penalty: 2585.779053
	Iteration 0F: 2 clusters Score -4122254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -4099349.000000 Penalty: 5171.558105
	Iteration 0F: 3 clusters Score -4099349 nChanged 15324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -4107845.000000 Penalty: 5171.558105
	Iteration 1F: 3 clusters Score -4107845 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -4108940.250000 Penalty: 5171.558105
	Iteration 2F: 3 clusters Score -4108940 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -4110488.250000 Penalty: 5171.558105
	Iteration 3F: 3 clusters Score -4110488 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -4112695.000000 Penalty: 5171.558105
	Iteration 4F: 3 clusters Score -4112695 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
Score: -4114998.000000 Penalty: 5171.558105
	Iteration 5F: 3 clusters Score -4114998 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -4116854.000000 Penalty: 5171.558105
	Iteration 6F: 3 clusters Score -4116854 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -4118178.000000 Penalty: 5171.558105
	Iteration 7F: 3 clusters Score -4118178 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -4119044.500000 Penalty: 5171.558105
	Iteration 8Q: 3 clusters Score -4119044 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -4119683.750000 Penalty: 5171.558105
	Iteration 9Q: 3 clusters Score -4119684 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -4120162.750000 Penalty: 5171.558105
	Iteration 10Q: 3 clusters Score -4120163 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
Score: -4120577.500000 Penalty: 5171.558105
	Iteration 11Q: 3 clusters Score -4120578 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 30743 members 
Entering Unmasked Estep 
Score: -4120856.500000 Penalty: 5171.558105
	Iteration 12Q: 3 clusters Score -4120856 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -4121070.250000 Penalty: 5171.558105
	Iteration 13Q: 3 clusters Score -4121070 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 31488 members 
Entering Unmasked Estep 
Score: -4121239.750000 Penalty: 5171.558105
	Iteration 14Q: 3 clusters Score -4121240 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
Score: -4121376.500000 Penalty: 5171.558105
	Iteration 15Q: 3 clusters Score -4121376 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 31939 members 
Entering Unmasked Estep 
Score: -4121460.500000 Penalty: 5171.558105
	Iteration 16Q: 3 clusters Score -4121460 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -4121516.000000 Penalty: 5171.558105
	Iteration 17Q: 3 clusters Score -4121516 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -4121557.250000 Penalty: 5171.558105
	Iteration 18Q: 3 clusters Score -4121557 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 32316 members 
Entering Unmasked Estep 
Score: -4121611.000000 Penalty: 5171.558105
	Iteration 19Q: 3 clusters Score -4121611 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 32384 members 
Entering Unmasked Estep 
Score: -4121625.250000 Penalty: 5171.558105
	Iteration 20F: 3 clusters Score -4121625 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 32428 members 
Entering Unmasked Estep 
Score: -4121648.750000 Penalty: 5171.558105
	Iteration 21Q: 3 clusters Score -4121649 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 32466 members 
Entering Unmasked Estep 
Score: -4121652.250000 Penalty: 5171.558105
	Iteration 22Q: 3 clusters Score -4121652 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 32503 members 
Entering Unmasked Estep 
Score: -4121661.250000 Penalty: 5171.558105
	Iteration 23Q: 3 clusters Score -4121661 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 32526 members 
Entering Unmasked Estep 
Score: -4121668.750000 Penalty: 5171.558105
	Iteration 24Q: 3 clusters Score -4121669 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
Score: -4121671.500000 Penalty: 5171.558105
	Iteration 25Q: 3 clusters Score -4121672 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
Score: -4121682.250000 Penalty: 5171.558105
	Iteration 26Q: 3 clusters Score -4121682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 32575 members 
Entering Unmasked Estep 
Score: -4121686.250000 Penalty: 5171.558105
	Iteration 27Q: 3 clusters Score -4121686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 32584 members 
Entering Unmasked Estep 
Score: -4121681.500000 Penalty: 5171.558105
	Iteration 28Q: 3 clusters Score -4121682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 32595 members 
Entering Unmasked Estep 
Score: -4121686.000000 Penalty: 5171.558105
	Iteration 29Q: 3 clusters Score -4121686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -4121687.250000 Penalty: 5171.558105
	Iteration 30Q: 3 clusters Score -4121687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 32606 members 
Entering Unmasked Estep 
Score: -4121689.500000 Penalty: 5171.558105
	Iteration 31Q: 3 clusters Score -4121690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -4121692.500000 Penalty: 5171.558105
	Iteration 32Q: 3 clusters Score -4121692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -4121696.500000 Penalty: 5171.558105
	Iteration 33Q: 3 clusters Score -4121696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 32627 members 
Entering Unmasked Estep 
Score: -4121693.000000 Penalty: 5171.558105
	Iteration 34Q: 3 clusters Score -4121693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 32634 members 
Entering Unmasked Estep 
Score: -4121691.500000 Penalty: 5171.558105
	Iteration 35Q: 3 clusters Score -4121692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 32639 members 
Entering Unmasked Estep 
Score: -4121693.250000 Penalty: 5171.558105
	Iteration 36Q: 3 clusters Score -4121693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 32641 members 
Entering Unmasked Estep 
Score: -4121698.500000 Penalty: 5171.558105
	Iteration 37Q: 3 clusters Score -4121698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 32643 members 
Entering Unmasked Estep 
Score: -4121700.000000 Penalty: 5171.558105
	Iteration 38Q: 3 clusters Score -4121700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 32643 members 
Entering Unmasked Estep 
Score: -4121700.000000 Penalty: 5171.558105
	Iteration 39F: 3 clusters Score -4121700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Entering Unmasked Estep 
Score: -139241.609375 Penalty: 1794.433472
	Iteration 0F: 2 clusters Score -139241.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -137240.390625 Penalty: 3588.866943
	Iteration 0F: 3 clusters Score -137240.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -138904.906250 Penalty: 3588.866943
	Iteration 1F: 3 clusters Score -138904.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -140101.156250 Penalty: 3588.866943
	Iteration 2F: 3 clusters Score -140101.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -140782.187500 Penalty: 3588.866943
	Iteration 3F: 3 clusters Score -140782.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -141234.343750 Penalty: 3588.866943
	Iteration 4Q: 3 clusters Score -141234.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -141440.640625 Penalty: 3588.866943
	Iteration 5Q: 3 clusters Score -141440.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -141524.296875 Penalty: 3588.866943
	Iteration 6Q: 3 clusters Score -141524.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -141559.781250 Penalty: 3588.866943
	Iteration 7Q: 3 clusters Score -141559.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -141591.343750 Penalty: 3588.866943
	Iteration 8Q: 3 clusters Score -141591.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -141599.921875 Penalty: 3588.866943
	Iteration 9Q: 3 clusters Score -141599.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -141609.437500 Penalty: 3588.866943
	Iteration 10Q: 3 clusters Score -141609.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -141614.203125 Penalty: 3588.866943
	Iteration 11Q: 3 clusters Score -141614.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -141614.937500 Penalty: 3588.866943
	Iteration 12Q: 3 clusters Score -141614.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -141662.656250 Penalty: 3588.866943
	Iteration 13F: 3 clusters Score -141662.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -142118.093750 Penalty: 3588.866943
	Iteration 14Q: 3 clusters Score -142118.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -142505.796875 Penalty: 3588.866943
	Iteration 15Q: 3 clusters Score -142505.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -142839.859375 Penalty: 3588.866943
	Iteration 16Q: 3 clusters Score -142839.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -143033.609375 Penalty: 3588.866943
	Iteration 17Q: 3 clusters Score -143033.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -143119.687500 Penalty: 3588.866943
	Iteration 18Q: 3 clusters Score -143119.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -143154.859375 Penalty: 3588.866943
	Iteration 19Q: 3 clusters Score -143154.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -143265.218750 Penalty: 3588.866943
	Iteration 20F: 3 clusters Score -143265.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -143843.484375 Penalty: 3588.866943
	Iteration 21Q: 3 clusters Score -143843.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -143995.250000 Penalty: 3588.866943
	Iteration 22Q: 3 clusters Score -143995.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -143998.484375 Penalty: 3588.866943
	Iteration 23Q: 3 clusters Score -143998.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -143998.484375 Penalty: 3588.866943
	Iteration 24F: 3 clusters Score -143998.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 8689 members 
Mstep: Class 3 contains 16956 members 
Mstep: Class 4 contains 188567 members 
Mstep: Class 5 contains 298335 members 
Mstep: Class 6 contains 8902 members 
Mstep: Class 7 contains 285307 members 
Mstep: Class 8 contains 13454 members 
Mstep: Class 9 contains 9738 members 
Mstep: Class 10 contains 14853 members 
Mstep: Class 11 contains 9141 members 
Mstep: Class 12 contains 16406 members 
Mstep: Class 13 contains 459 members 
Mstep: Class 14 contains 2966 members 
Mstep: Class 15 contains 99292 members 
Mstep: Class 16 contains 190126 members 
Mstep: Class 17 contains 30544 members 
Mstep: Class 18 contains 85142 members 
Mstep: Class 19 contains 25700 members 
Mstep: Class 20 contains 21740 members 
Mstep: Class 21 contains 43393 members 
Mstep: Class 22 contains 62888 members 
Mstep: Class 23 contains 3559 members 
Mstep: Class 24 contains 33743 members 
Mstep: Class 25 contains 352 members 
Mstep: Class 26 contains 12892 members 
Mstep: Class 27 contains 9572 members 
Mstep: Class 28 contains 5272 members 
Mstep: Class 29 contains 12761 members 
Mstep: Class 30 contains 1426 members 
Mstep: Class 31 contains 7211 members 
Mstep: Class 32 contains 10572 members 
Mstep: Class 33 contains 56270 members 
Mstep: Class 34 contains 12724 members 
Mstep: Class 35 contains 901 members 
Mstep: Class 36 contains 147152 members 
Mstep: Class 37 contains 213311 members 
Mstep: Class 38 contains 22032 members 
Mstep: Class 39 contains 1036 members 
Entering Unmasked Estep 
Score: -235456112.000000 Penalty: 140280.062500
Splitting cluster 25 changes total score from -235442848.000000 to -235456112.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 26 (12892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Entering Unmasked Estep 
Score: -1549829.250000 Penalty: 2347.161865
	Iteration 0F: 2 clusters Score -1549829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1540253.375000 Penalty: 4694.323730
	Iteration 0F: 3 clusters Score -1540253 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1543132.250000 Penalty: 4694.323730
	Iteration 1F: 3 clusters Score -1543132 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1543499.875000 Penalty: 4694.323730
	Iteration 2F: 3 clusters Score -1543500 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1543800.125000 Penalty: 4694.323730
	Iteration 3F: 3 clusters Score -1543800 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1544080.625000 Penalty: 4694.323730
	Iteration 4Q: 3 clusters Score -1544081 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1544391.375000 Penalty: 4694.323730
	Iteration 5Q: 3 clusters Score -1544391 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1544764.375000 Penalty: 4694.323730
	Iteration 6F: 3 clusters Score -1544764 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1545238.000000 Penalty: 4694.323730
	Iteration 7F: 3 clusters Score -1545238 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1545836.250000 Penalty: 4694.323730
	Iteration 8F: 3 clusters Score -1545836 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1546437.125000 Penalty: 4694.323730
	Iteration 9F: 3 clusters Score -1546437 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1546987.250000 Penalty: 4694.323730
	Iteration 10Q: 3 clusters Score -1546987 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1547408.250000 Penalty: 4694.323730
	Iteration 11Q: 3 clusters Score -1547408 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1547690.875000 Penalty: 4694.323730
	Iteration 12Q: 3 clusters Score -1547691 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1547880.750000 Penalty: 4694.323730
	Iteration 13Q: 3 clusters Score -1547881 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1548009.000000 Penalty: 4694.323730
	Iteration 14Q: 3 clusters Score -1548009 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1548106.875000 Penalty: 4694.323730
	Iteration 15Q: 3 clusters Score -1548107 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1548188.750000 Penalty: 4694.323730
	Iteration 16Q: 3 clusters Score -1548189 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1548283.125000 Penalty: 4694.323730
	Iteration 17Q: 3 clusters Score -1548283 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1548354.375000 Penalty: 4694.323730
	Iteration 18Q: 3 clusters Score -1548354 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1548433.000000 Penalty: 4694.323730
	Iteration 19Q: 3 clusters Score -1548433 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1548508.375000 Penalty: 4694.323730
	Iteration 20F: 3 clusters Score -1548508 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1548565.500000 Penalty: 4694.323730
	Iteration 21Q: 3 clusters Score -1548566 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1548610.625000 Penalty: 4694.323730
	Iteration 22Q: 3 clusters Score -1548611 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1548642.625000 Penalty: 4694.323730
	Iteration 23Q: 3 clusters Score -1548643 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1548671.000000 Penalty: 4694.323730
	Iteration 24Q: 3 clusters Score -1548671 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1548692.000000 Penalty: 4694.323730
	Iteration 25Q: 3 clusters Score -1548692 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1548709.625000 Penalty: 4694.323730
	Iteration 26Q: 3 clusters Score -1548710 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1548724.250000 Penalty: 4694.323730
	Iteration 27Q: 3 clusters Score -1548724 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1548732.750000 Penalty: 4694.323730
	Iteration 28Q: 3 clusters Score -1548733 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1548745.000000 Penalty: 4694.323730
	Iteration 29Q: 3 clusters Score -1548745 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1548757.500000 Penalty: 4694.323730
	Iteration 30Q: 3 clusters Score -1548758 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1548756.875000 Penalty: 4694.323730
	Iteration 31Q: 3 clusters Score -1548757 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1548762.375000 Penalty: 4694.323730
	Iteration 32Q: 3 clusters Score -1548762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1548767.750000 Penalty: 4694.323730
	Iteration 33Q: 3 clusters Score -1548768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1548770.875000 Penalty: 4694.323730
	Iteration 34Q: 3 clusters Score -1548771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1548778.000000 Penalty: 4694.323730
	Iteration 35Q: 3 clusters Score -1548778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1548777.250000 Penalty: 4694.323730
	Iteration 36Q: 3 clusters Score -1548777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1548781.250000 Penalty: 4694.323730
	Iteration 37Q: 3 clusters Score -1548781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1548780.375000 Penalty: 4694.323730
	Iteration 38Q: 3 clusters Score -1548780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1548779.000000 Penalty: 4694.323730
	Iteration 39Q: 3 clusters Score -1548779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1548779.000000 Penalty: 4694.323730
	Iteration 40F: 3 clusters Score -1548779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Entering Unmasked Estep 
Score: -1113947.375000 Penalty: 2273.316162
	Iteration 0F: 2 clusters Score -1113947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1106579.250000 Penalty: 4546.632324
	Iteration 0F: 3 clusters Score -1106579 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1108733.125000 Penalty: 4546.632324
	Iteration 1F: 3 clusters Score -1108733 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1109119.375000 Penalty: 4546.632324
	Iteration 2F: 3 clusters Score -1109119 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1109508.750000 Penalty: 4546.632324
	Iteration 3F: 3 clusters Score -1109509 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1110014.000000 Penalty: 4546.632324
	Iteration 4F: 3 clusters Score -1110014 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1110568.000000 Penalty: 4546.632324
	Iteration 5F: 3 clusters Score -1110568 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1111079.125000 Penalty: 4546.632324
	Iteration 6F: 3 clusters Score -1111079 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1111485.375000 Penalty: 4546.632324
	Iteration 7F: 3 clusters Score -1111485 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1111714.875000 Penalty: 4546.632324
	Iteration 8Q: 3 clusters Score -1111715 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1111839.500000 Penalty: 4546.632324
	Iteration 9Q: 3 clusters Score -1111840 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1111908.875000 Penalty: 4546.632324
	Iteration 10Q: 3 clusters Score -1111909 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1111955.750000 Penalty: 4546.632324
	Iteration 11Q: 3 clusters Score -1111956 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1111981.750000 Penalty: 4546.632324
	Iteration 12Q: 3 clusters Score -1111982 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1111997.625000 Penalty: 4546.632324
	Iteration 13Q: 3 clusters Score -1111998 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1112010.875000 Penalty: 4546.632324
	Iteration 14Q: 3 clusters Score -1112011 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1112017.625000 Penalty: 4546.632324
	Iteration 15Q: 3 clusters Score -1112018 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1112025.125000 Penalty: 4546.632324
	Iteration 16Q: 3 clusters Score -1112025 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1112026.000000 Penalty: 4546.632324
	Iteration 17Q: 3 clusters Score -1112026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1112030.625000 Penalty: 4546.632324
	Iteration 18Q: 3 clusters Score -1112031 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1112033.250000 Penalty: 4546.632324
	Iteration 19Q: 3 clusters Score -1112033 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1112036.500000 Penalty: 4546.632324
	Iteration 20F: 3 clusters Score -1112036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1112041.375000 Penalty: 4546.632324
	Iteration 21Q: 3 clusters Score -1112041 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1112044.125000 Penalty: 4546.632324
	Iteration 22Q: 3 clusters Score -1112044 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1112050.000000 Penalty: 4546.632324
	Iteration 23Q: 3 clusters Score -1112050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1112054.875000 Penalty: 4546.632324
	Iteration 24Q: 3 clusters Score -1112055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1112054.875000 Penalty: 4546.632324
	Iteration 25Q: 3 clusters Score -1112055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1112056.125000 Penalty: 4546.632324
	Iteration 26Q: 3 clusters Score -1112056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1112055.375000 Penalty: 4546.632324
	Iteration 27Q: 3 clusters Score -1112055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1112057.750000 Penalty: 4546.632324
	Iteration 28Q: 3 clusters Score -1112058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1112062.000000 Penalty: 4546.632324
	Iteration 29Q: 3 clusters Score -1112062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1112062.500000 Penalty: 4546.632324
	Iteration 30Q: 3 clusters Score -1112062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1112061.750000 Penalty: 4546.632324
	Iteration 31Q: 3 clusters Score -1112062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1112061.875000 Penalty: 4546.632324
	Iteration 32Q: 3 clusters Score -1112062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1112063.500000 Penalty: 4546.632324
	Iteration 33Q: 3 clusters Score -1112064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1112063.250000 Penalty: 4546.632324
	Iteration 34Q: 3 clusters Score -1112063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1112065.375000 Penalty: 4546.632324
	Iteration 35Q: 3 clusters Score -1112065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1112064.375000 Penalty: 4546.632324
	Iteration 36Q: 3 clusters Score -1112064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1112062.875000 Penalty: 4546.632324
	Iteration 37Q: 3 clusters Score -1112063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1112062.625000 Penalty: 4546.632324
	Iteration 38Q: 3 clusters Score -1112063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1112062.625000 Penalty: 4546.632324
	Iteration 39F: 3 clusters Score -1112063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Entering Unmasked Estep 
Score: -606132.375000 Penalty: 2125.400879
	Iteration 0F: 2 clusters Score -606132.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -601450.375000 Penalty: 4250.801758
	Iteration 0F: 3 clusters Score -601450.4 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -602669.500000 Penalty: 4250.801758
	Iteration 1F: 3 clusters Score -602669.5 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -603033.750000 Penalty: 4250.801758
	Iteration 2F: 3 clusters Score -603033.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -603335.375000 Penalty: 4250.801758
	Iteration 3F: 3 clusters Score -603335.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -603569.187500 Penalty: 4250.801758
	Iteration 4F: 3 clusters Score -603569.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -603756.750000 Penalty: 4250.801758
	Iteration 5F: 3 clusters Score -603756.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -603883.750000 Penalty: 4250.801758
	Iteration 6Q: 3 clusters Score -603883.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -603991.250000 Penalty: 4250.801758
	Iteration 7Q: 3 clusters Score -603991.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -604087.187500 Penalty: 4250.801758
	Iteration 8Q: 3 clusters Score -604087.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -604193.187500 Penalty: 4250.801758
	Iteration 9Q: 3 clusters Score -604193.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -604267.625000 Penalty: 4250.801758
	Iteration 10Q: 3 clusters Score -604267.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -604323.375000 Penalty: 4250.801758
	Iteration 11Q: 3 clusters Score -604323.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -604373.437500 Penalty: 4250.801758
	Iteration 12Q: 3 clusters Score -604373.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -604426.687500 Penalty: 4250.801758
	Iteration 13Q: 3 clusters Score -604426.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -604462.625000 Penalty: 4250.801758
	Iteration 14Q: 3 clusters Score -604462.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -604495.437500 Penalty: 4250.801758
	Iteration 15Q: 3 clusters Score -604495.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -604523.000000 Penalty: 4250.801758
	Iteration 16Q: 3 clusters Score -604523 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -604546.812500 Penalty: 4250.801758
	Iteration 17Q: 3 clusters Score -604546.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -604567.375000 Penalty: 4250.801758
	Iteration 18Q: 3 clusters Score -604567.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -604582.000000 Penalty: 4250.801758
	Iteration 19Q: 3 clusters Score -604582 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -604597.062500 Penalty: 4250.801758
	Iteration 20F: 3 clusters Score -604597.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -604612.312500 Penalty: 4250.801758
	Iteration 21Q: 3 clusters Score -604612.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -604629.000000 Penalty: 4250.801758
	Iteration 22Q: 3 clusters Score -604629 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -604640.437500 Penalty: 4250.801758
	Iteration 23Q: 3 clusters Score -604640.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -604644.937500 Penalty: 4250.801758
	Iteration 24Q: 3 clusters Score -604644.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -604648.000000 Penalty: 4250.801758
	Iteration 25Q: 3 clusters Score -604648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -604652.500000 Penalty: 4250.801758
	Iteration 26Q: 3 clusters Score -604652.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -604654.875000 Penalty: 4250.801758
	Iteration 27Q: 3 clusters Score -604654.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -604656.562500 Penalty: 4250.801758
	Iteration 28Q: 3 clusters Score -604656.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -604656.562500 Penalty: 4250.801758
	Iteration 29F: 3 clusters Score -604656.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (12761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Entering Unmasked Estep 
Score: -1546223.125000 Penalty: 2344.628906
	Iteration 0F: 2 clusters Score -1546223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1536738.625000 Penalty: 4689.257812
	Iteration 0F: 3 clusters Score -1536739 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1539765.250000 Penalty: 4689.257812
	Iteration 1F: 3 clusters Score -1539765 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1540267.125000 Penalty: 4689.257812
	Iteration 2F: 3 clusters Score -1540267 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1540818.875000 Penalty: 4689.257812
	Iteration 3F: 3 clusters Score -1540819 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1541487.750000 Penalty: 4689.257812
	Iteration 4F: 3 clusters Score -1541488 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1542234.875000 Penalty: 4689.257812
	Iteration 5F: 3 clusters Score -1542235 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1542888.875000 Penalty: 4689.257812
	Iteration 6F: 3 clusters Score -1542889 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1543361.125000 Penalty: 4689.257812
	Iteration 7F: 3 clusters Score -1543361 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1543686.500000 Penalty: 4689.257812
	Iteration 8Q: 3 clusters Score -1543686 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1543912.125000 Penalty: 4689.257812
	Iteration 9Q: 3 clusters Score -1543912 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1544070.375000 Penalty: 4689.257812
	Iteration 10Q: 3 clusters Score -1544070 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1544205.500000 Penalty: 4689.257812
	Iteration 11Q: 3 clusters Score -1544206 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1544298.125000 Penalty: 4689.257812
	Iteration 12Q: 3 clusters Score -1544298 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1544349.125000 Penalty: 4689.257812
	Iteration 13Q: 3 clusters Score -1544349 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1544394.875000 Penalty: 4689.257812
	Iteration 14Q: 3 clusters Score -1544395 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1544422.875000 Penalty: 4689.257812
	Iteration 15Q: 3 clusters Score -1544423 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1544444.250000 Penalty: 4689.257812
	Iteration 16Q: 3 clusters Score -1544444 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1544473.125000 Penalty: 4689.257812
	Iteration 17Q: 3 clusters Score -1544473 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1544495.250000 Penalty: 4689.257812
	Iteration 18Q: 3 clusters Score -1544495 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1544516.125000 Penalty: 4689.257812
	Iteration 19Q: 3 clusters Score -1544516 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1544524.125000 Penalty: 4689.257812
	Iteration 20F: 3 clusters Score -1544524 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1544538.250000 Penalty: 4689.257812
	Iteration 21Q: 3 clusters Score -1544538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1544542.625000 Penalty: 4689.257812
	Iteration 22Q: 3 clusters Score -1544543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1544548.000000 Penalty: 4689.257812
	Iteration 23Q: 3 clusters Score -1544548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1544547.750000 Penalty: 4689.257812
	Iteration 24Q: 3 clusters Score -1544548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1544552.625000 Penalty: 4689.257812
	Iteration 25Q: 3 clusters Score -1544553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1544552.500000 Penalty: 4689.257812
	Iteration 26Q: 3 clusters Score -1544552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1544553.750000 Penalty: 4689.257812
	Iteration 27Q: 3 clusters Score -1544554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1544554.625000 Penalty: 4689.257812
	Iteration 28Q: 3 clusters Score -1544555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1544555.750000 Penalty: 4689.257812
	Iteration 29Q: 3 clusters Score -1544556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1544555.750000 Penalty: 4689.257812
	Iteration 30F: 3 clusters Score -1544556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Entering Unmasked Estep 
Score: -141904.265625 Penalty: 1801.131836
	Iteration 0F: 2 clusters Score -141904.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -139898.250000 Penalty: 3602.263672
	Iteration 0F: 3 clusters Score -139898.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -140670.593750 Penalty: 3602.263672
	Iteration 1F: 3 clusters Score -140670.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -141167.828125 Penalty: 3602.263672
	Iteration 2F: 3 clusters Score -141167.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -141484.828125 Penalty: 3602.263672
	Iteration 3F: 3 clusters Score -141484.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -141670.750000 Penalty: 3602.263672
	Iteration 4F: 3 clusters Score -141670.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -141780.781250 Penalty: 3602.263672
	Iteration 5Q: 3 clusters Score -141780.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -141832.812500 Penalty: 3602.263672
	Iteration 6Q: 3 clusters Score -141832.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -141903.359375 Penalty: 3602.263672
	Iteration 7Q: 3 clusters Score -141903.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -141936.750000 Penalty: 3602.263672
	Iteration 8Q: 3 clusters Score -141936.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -141958.078125 Penalty: 3602.263672
	Iteration 9Q: 3 clusters Score -141958.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -141987.437500 Penalty: 3602.263672
	Iteration 10Q: 3 clusters Score -141987.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -142005.156250 Penalty: 3602.263672
	Iteration 11Q: 3 clusters Score -142005.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -142026.515625 Penalty: 3602.263672
	Iteration 12Q: 3 clusters Score -142026.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -142054.765625 Penalty: 3602.263672
	Iteration 13Q: 3 clusters Score -142054.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -142080.968750 Penalty: 3602.263672
	Iteration 14Q: 3 clusters Score -142081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -142093.343750 Penalty: 3602.263672
	Iteration 15Q: 3 clusters Score -142093.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -142103.937500 Penalty: 3602.263672
	Iteration 16Q: 3 clusters Score -142103.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -142108.171875 Penalty: 3602.263672
	Iteration 17Q: 3 clusters Score -142108.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -142110.156250 Penalty: 3602.263672
	Iteration 18Q: 3 clusters Score -142110.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -142111.984375 Penalty: 3602.263672
	Iteration 19Q: 3 clusters Score -142112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -142113.937500 Penalty: 3602.263672
	Iteration 20F: 3 clusters Score -142113.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -142115.234375 Penalty: 3602.263672
	Iteration 21Q: 3 clusters Score -142115.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -142117.703125 Penalty: 3602.263672
	Iteration 22Q: 3 clusters Score -142117.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -142117.703125 Penalty: 3602.263672
	Iteration 23F: 3 clusters Score -142117.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 8689 members 
Mstep: Class 3 contains 16956 members 
Mstep: Class 4 contains 188567 members 
Mstep: Class 5 contains 298335 members 
Mstep: Class 6 contains 8902 members 
Mstep: Class 7 contains 285307 members 
Mstep: Class 8 contains 13454 members 
Mstep: Class 9 contains 9738 members 
Mstep: Class 10 contains 14853 members 
Mstep: Class 11 contains 9141 members 
Mstep: Class 12 contains 16406 members 
Mstep: Class 13 contains 459 members 
Mstep: Class 14 contains 2966 members 
Mstep: Class 15 contains 99292 members 
Mstep: Class 16 contains 190126 members 
Mstep: Class 17 contains 30544 members 
Mstep: Class 18 contains 85142 members 
Mstep: Class 19 contains 25700 members 
Mstep: Class 20 contains 21740 members 
Mstep: Class 21 contains 43393 members 
Mstep: Class 22 contains 62888 members 
Mstep: Class 23 contains 3559 members 
Mstep: Class 24 contains 33743 members 
Mstep: Class 25 contains 352 members 
Mstep: Class 26 contains 12892 members 
Mstep: Class 27 contains 9572 members 
Mstep: Class 28 contains 5272 members 
Mstep: Class 29 contains 12761 members 
Mstep: Class 30 contains 813 members 
Mstep: Class 31 contains 7211 members 
Mstep: Class 32 contains 10572 members 
Mstep: Class 33 contains 56270 members 
Mstep: Class 34 contains 12724 members 
Mstep: Class 35 contains 901 members 
Mstep: Class 36 contains 147152 members 
Mstep: Class 37 contains 213311 members 
Mstep: Class 38 contains 22032 members 
Mstep: Class 39 contains 1036 members 
Mstep: Class 40 contains 613 members 
Entering Unmasked Estep 
Score: -235454464.000000 Penalty: 143876.984375
Splitting cluster 30 changes total score from -235442848.000000 to -235454464.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 31 (7211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Entering Unmasked Estep 
Score: -809066.187500 Penalty: 2203.073975
	Iteration 0F: 2 clusters Score -809066.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -803190.375000 Penalty: 4406.147949
	Iteration 0F: 3 clusters Score -803190.4 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -804984.062500 Penalty: 4406.147949
	Iteration 1F: 3 clusters Score -804984.1 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -805567.000000 Penalty: 4406.147949
	Iteration 2F: 3 clusters Score -805567 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -806180.875000 Penalty: 4406.147949
	Iteration 3F: 3 clusters Score -806180.9 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -806754.437500 Penalty: 4406.147949
	Iteration 4F: 3 clusters Score -806754.4 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -807303.687500 Penalty: 4406.147949
	Iteration 5F: 3 clusters Score -807303.7 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -807767.500000 Penalty: 4406.147949
	Iteration 6F: 3 clusters Score -807767.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -808152.625000 Penalty: 4406.147949
	Iteration 7F: 3 clusters Score -808152.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -808472.875000 Penalty: 4406.147949
	Iteration 8Q: 3 clusters Score -808472.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -808624.625000 Penalty: 4406.147949
	Iteration 9Q: 3 clusters Score -808624.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -808712.062500 Penalty: 4406.147949
	Iteration 10Q: 3 clusters Score -808712.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -808773.875000 Penalty: 4406.147949
	Iteration 11Q: 3 clusters Score -808773.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -808824.812500 Penalty: 4406.147949
	Iteration 12Q: 3 clusters Score -808824.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -808865.312500 Penalty: 4406.147949
	Iteration 13Q: 3 clusters Score -808865.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -808907.562500 Penalty: 4406.147949
	Iteration 14Q: 3 clusters Score -808907.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -808949.250000 Penalty: 4406.147949
	Iteration 15Q: 3 clusters Score -808949.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -808972.437500 Penalty: 4406.147949
	Iteration 16Q: 3 clusters Score -808972.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -808985.312500 Penalty: 4406.147949
	Iteration 17Q: 3 clusters Score -808985.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -808995.125000 Penalty: 4406.147949
	Iteration 18Q: 3 clusters Score -808995.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -809000.000000 Penalty: 4406.147949
	Iteration 19Q: 3 clusters Score -809000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -809003.062500 Penalty: 4406.147949
	Iteration 20F: 3 clusters Score -809003.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -809008.625000 Penalty: 4406.147949
	Iteration 21Q: 3 clusters Score -809008.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -809010.875000 Penalty: 4406.147949
	Iteration 22Q: 3 clusters Score -809010.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -809013.625000 Penalty: 4406.147949
	Iteration 23Q: 3 clusters Score -809013.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -809014.062500 Penalty: 4406.147949
	Iteration 24Q: 3 clusters Score -809014.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -809014.437500 Penalty: 4406.147949
	Iteration 25Q: 3 clusters Score -809014.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -809014.750000 Penalty: 4406.147949
	Iteration 26Q: 3 clusters Score -809014.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -809014.750000 Penalty: 4406.147949
	Iteration 27F: 3 clusters Score -809014.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Entering Unmasked Estep 
Score: -1219630.750000 Penalty: 2297.959229
	Iteration 0F: 2 clusters Score -1219631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1211545.000000 Penalty: 4595.918457
	Iteration 0F: 3 clusters Score -1211545 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1213867.125000 Penalty: 4595.918457
	Iteration 1F: 3 clusters Score -1213867 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1214230.875000 Penalty: 4595.918457
	Iteration 2F: 3 clusters Score -1214231 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1214508.875000 Penalty: 4595.918457
	Iteration 3F: 3 clusters Score -1214509 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1214774.500000 Penalty: 4595.918457
	Iteration 4Q: 3 clusters Score -1214774 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1215056.750000 Penalty: 4595.918457
	Iteration 5Q: 3 clusters Score -1215057 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1215334.500000 Penalty: 4595.918457
	Iteration 6Q: 3 clusters Score -1215334 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1215588.000000 Penalty: 4595.918457
	Iteration 7Q: 3 clusters Score -1215588 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1215848.750000 Penalty: 4595.918457
	Iteration 8Q: 3 clusters Score -1215849 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1216131.625000 Penalty: 4595.918457
	Iteration 9Q: 3 clusters Score -1216132 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1216422.875000 Penalty: 4595.918457
	Iteration 10Q: 3 clusters Score -1216423 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1216741.875000 Penalty: 4595.918457
	Iteration 11Q: 3 clusters Score -1216742 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1217029.000000 Penalty: 4595.918457
	Iteration 12Q: 3 clusters Score -1217029 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1217294.750000 Penalty: 4595.918457
	Iteration 13Q: 3 clusters Score -1217295 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1217536.125000 Penalty: 4595.918457
	Iteration 14Q: 3 clusters Score -1217536 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1217752.000000 Penalty: 4595.918457
	Iteration 15Q: 3 clusters Score -1217752 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1217924.500000 Penalty: 4595.918457
	Iteration 16Q: 3 clusters Score -1217924 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1218062.000000 Penalty: 4595.918457
	Iteration 17Q: 3 clusters Score -1218062 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1218178.625000 Penalty: 4595.918457
	Iteration 18Q: 3 clusters Score -1218179 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1218251.875000 Penalty: 4595.918457
	Iteration 19Q: 3 clusters Score -1218252 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1218299.875000 Penalty: 4595.918457
	Iteration 20F: 3 clusters Score -1218300 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1218340.250000 Penalty: 4595.918457
	Iteration 21Q: 3 clusters Score -1218340 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1218370.750000 Penalty: 4595.918457
	Iteration 22Q: 3 clusters Score -1218371 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1218403.625000 Penalty: 4595.918457
	Iteration 23Q: 3 clusters Score -1218404 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1218427.125000 Penalty: 4595.918457
	Iteration 24Q: 3 clusters Score -1218427 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1218448.125000 Penalty: 4595.918457
	Iteration 25Q: 3 clusters Score -1218448 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1218462.875000 Penalty: 4595.918457
	Iteration 26Q: 3 clusters Score -1218463 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1218479.750000 Penalty: 4595.918457
	Iteration 27Q: 3 clusters Score -1218480 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1218489.250000 Penalty: 4595.918457
	Iteration 28Q: 3 clusters Score -1218489 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1218498.250000 Penalty: 4595.918457
	Iteration 29Q: 3 clusters Score -1218498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1218505.125000 Penalty: 4595.918457
	Iteration 30Q: 3 clusters Score -1218505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1218510.125000 Penalty: 4595.918457
	Iteration 31Q: 3 clusters Score -1218510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1218517.000000 Penalty: 4595.918457
	Iteration 32Q: 3 clusters Score -1218517 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1218525.625000 Penalty: 4595.918457
	Iteration 33Q: 3 clusters Score -1218526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1218528.250000 Penalty: 4595.918457
	Iteration 34Q: 3 clusters Score -1218528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1218537.625000 Penalty: 4595.918457
	Iteration 35Q: 3 clusters Score -1218538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1218544.375000 Penalty: 4595.918457
	Iteration 36Q: 3 clusters Score -1218544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1218551.000000 Penalty: 4595.918457
	Iteration 37Q: 3 clusters Score -1218551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1218558.125000 Penalty: 4595.918457
	Iteration 38Q: 3 clusters Score -1218558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1218559.250000 Penalty: 4595.918457
	Iteration 39Q: 3 clusters Score -1218559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1218564.000000 Penalty: 4595.918457
	Iteration 40F: 3 clusters Score -1218564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1218568.875000 Penalty: 4595.918457
	Iteration 41Q: 3 clusters Score -1218569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1218571.625000 Penalty: 4595.918457
	Iteration 42Q: 3 clusters Score -1218572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1218575.500000 Penalty: 4595.918457
	Iteration 43Q: 3 clusters Score -1218576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1218575.750000 Penalty: 4595.918457
	Iteration 44Q: 3 clusters Score -1218576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1218578.625000 Penalty: 4595.918457
	Iteration 45Q: 3 clusters Score -1218579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1218579.625000 Penalty: 4595.918457
	Iteration 46Q: 3 clusters Score -1218580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1218579.250000 Penalty: 4595.918457
	Iteration 47Q: 3 clusters Score -1218579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1218580.125000 Penalty: 4595.918457
	Iteration 48Q: 3 clusters Score -1218580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1218581.000000 Penalty: 4595.918457
	Iteration 49Q: 3 clusters Score -1218581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1218581.625000 Penalty: 4595.918457
	Iteration 50Q: 3 clusters Score -1218582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1218581.625000 Penalty: 4595.918457
	Iteration 51F: 3 clusters Score -1218582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (56270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56270 members 
Entering Unmasked Estep 
Score: -6879291.000000 Penalty: 2712.603271
	Iteration 0F: 2 clusters Score -6879291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -6841506.500000 Penalty: 5425.206543
	Iteration 0F: 3 clusters Score -6841506 nChanged 26161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 29803 members 
Entering Unmasked Estep 
Score: -6855973.500000 Penalty: 5425.206543
	Iteration 1F: 3 clusters Score -6855974 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -6856701.000000 Penalty: 5425.206543
	Iteration 2Q: 3 clusters Score -6856701 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -6857562.500000 Penalty: 5425.206543
	Iteration 3Q: 3 clusters Score -6857562 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -6858948.000000 Penalty: 5425.206543
	Iteration 4F: 3 clusters Score -6858948 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 38390 members 
Entering Unmasked Estep 
Score: -6861166.500000 Penalty: 5425.206543
	Iteration 5F: 3 clusters Score -6861166 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 42583 members 
Entering Unmasked Estep 
Score: -6864435.500000 Penalty: 5425.206543
	Iteration 6F: 3 clusters Score -6864436 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 47006 members 
Entering Unmasked Estep 
Score: -6868365.500000 Penalty: 5425.206543
	Iteration 7F: 3 clusters Score -6868366 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 50863 members 
Entering Unmasked Estep 
Score: -6872031.500000 Penalty: 5425.206543
	Iteration 8F: 3 clusters Score -6872032 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 53540 members 
Entering Unmasked Estep 
Score: -6874569.500000 Penalty: 5425.206543
	Iteration 9Q: 3 clusters Score -6874570 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 54954 members 
Entering Unmasked Estep 
Score: -6875789.000000 Penalty: 5425.206543
	Iteration 10Q: 3 clusters Score -6875789 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 55563 members 
Entering Unmasked Estep 
Score: -6876330.000000 Penalty: 5425.206543
	Iteration 11Q: 3 clusters Score -6876330 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 55803 members 
Entering Unmasked Estep 
Score: -6876593.500000 Penalty: 5425.206543
	Iteration 12Q: 3 clusters Score -6876594 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 55883 members 
Entering Unmasked Estep 
Score: -6876663.000000 Penalty: 5425.206543
	Iteration 13Q: 3 clusters Score -6876663 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 55915 members 
Entering Unmasked Estep 
Score: -6876717.000000 Penalty: 5425.206543
	Iteration 14Q: 3 clusters Score -6876717 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 55947 members 
Entering Unmasked Estep 
Score: -6876774.000000 Penalty: 5425.206543
	Iteration 15Q: 3 clusters Score -6876774 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 55961 members 
Entering Unmasked Estep 
Score: -6876813.500000 Penalty: 5425.206543
	Iteration 16Q: 3 clusters Score -6876814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 55970 members 
Entering Unmasked Estep 
Score: -6876837.000000 Penalty: 5425.206543
	Iteration 17Q: 3 clusters Score -6876837 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 55979 members 
Entering Unmasked Estep 
Score: -6876861.000000 Penalty: 5425.206543
	Iteration 18Q: 3 clusters Score -6876861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 55984 members 
Entering Unmasked Estep 
Score: -6876864.000000 Penalty: 5425.206543
	Iteration 19Q: 3 clusters Score -6876864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 55989 members 
Entering Unmasked Estep 
Score: -6876886.000000 Penalty: 5425.206543
	Iteration 20F: 3 clusters Score -6876886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 55998 members 
Entering Unmasked Estep 
Score: -6876912.000000 Penalty: 5425.206543
	Iteration 21Q: 3 clusters Score -6876912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 55999 members 
Entering Unmasked Estep 
Score: -6876910.500000 Penalty: 5425.206543
	Iteration 22Q: 3 clusters Score -6876910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 56000 members 
Entering Unmasked Estep 
Score: -6876909.000000 Penalty: 5425.206543
	Iteration 23Q: 3 clusters Score -6876909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 56000 members 
Entering Unmasked Estep 
Score: -6876911.500000 Penalty: 5425.206543
	Iteration 24Q: 3 clusters Score -6876912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 56002 members 
Entering Unmasked Estep 
Score: -6876913.500000 Penalty: 5425.206543
	Iteration 25Q: 3 clusters Score -6876914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 56003 members 
Entering Unmasked Estep 
Score: -6876915.500000 Penalty: 5425.206543
	Iteration 26Q: 3 clusters Score -6876916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 56003 members 
Entering Unmasked Estep 
Score: -6876915.500000 Penalty: 5425.206543
	Iteration 27F: 3 clusters Score -6876916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 8689 members 
Mstep: Class 3 contains 16956 members 
Mstep: Class 4 contains 188567 members 
Mstep: Class 5 contains 298335 members 
Mstep: Class 6 contains 8902 members 
Mstep: Class 7 contains 285307 members 
Mstep: Class 8 contains 13454 members 
Mstep: Class 9 contains 9738 members 
Mstep: Class 10 contains 14853 members 
Mstep: Class 11 contains 9141 members 
Mstep: Class 12 contains 16406 members 
Mstep: Class 13 contains 459 members 
Mstep: Class 14 contains 2966 members 
Mstep: Class 15 contains 99292 members 
Mstep: Class 16 contains 190126 members 
Mstep: Class 17 contains 30544 members 
Mstep: Class 18 contains 85142 members 
Mstep: Class 19 contains 25700 members 
Mstep: Class 20 contains 21740 members 
Mstep: Class 21 contains 43393 members 
Mstep: Class 22 contains 62888 members 
Mstep: Class 23 contains 3559 members 
Mstep: Class 24 contains 33743 members 
Mstep: Class 25 contains 352 members 
Mstep: Class 26 contains 12892 members 
Mstep: Class 27 contains 9572 members 
Mstep: Class 28 contains 5272 members 
Mstep: Class 29 contains 12761 members 
Mstep: Class 30 contains 813 members 
Mstep: Class 31 contains 7211 members 
Mstep: Class 32 contains 10572 members 
Mstep: Class 33 contains 56270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235463952.000000 Penalty: 143876.984375
Iteration 119Q: 41 clusters Score -2.35464e+08 nChanged 18407
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 8730 members 
Mstep: Class 3 contains 16955 members 
Mstep: Class 4 contains 188941 members 
Mstep: Class 5 contains 299826 members 
Mstep: Class 6 contains 8955 members 
Mstep: Class 7 contains 286974 members 
Mstep: Class 8 contains 13736 members 
Mstep: Class 9 contains 9811 members 
Mstep: Class 10 contains 14936 members 
Mstep: Class 11 contains 9231 members 
Mstep: Class 12 contains 16658 members 
Mstep: Class 13 contains 470 members 
Mstep: Class 14 contains 2994 members 
Mstep: Class 15 contains 98516 members 
Mstep: Class 16 contains 192521 members 
Mstep: Class 17 contains 29533 members 
Mstep: Class 18 contains 85331 members 
Mstep: Class 19 contains 25656 members 
Mstep: Class 20 contains 22463 members 
Mstep: Class 21 contains 43978 members 
Mstep: Class 22 contains 63175 members 
Mstep: Class 23 contains 3697 members 
Mstep: Class 24 contains 33996 members 
Mstep: Class 25 contains 344 members 
Mstep: Class 26 contains 13065 members 
Mstep: Class 27 contains 10188 members 
Mstep: Class 28 contains 5271 members 
Mstep: Class 29 contains 12785 members 
Mstep: Class 30 contains 980 members 
Mstep: Class 31 contains 7208 members 
Mstep: Class 32 contains 10687 members 
Mstep: Class 33 contains 56388 members 
Mstep: Class 34 contains 12020 members 
Mstep: Class 35 contains 892 members 
Mstep: Class 36 contains 142675 members 
Mstep: Class 37 contains 210871 members 
Mstep: Class 38 contains 21275 members 
Mstep: Class 39 contains 1031 members 
Mstep: Class 40 contains 594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235469488.000000 Penalty: 143876.984375
Iteration 120F: 41 clusters Score -2.354695e+08 nChanged 18373
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 8674 members 
Mstep: Class 3 contains 16944 members 
Mstep: Class 4 contains 188853 members 
Mstep: Class 5 contains 300797 members 
Mstep: Class 6 contains 8945 members 
Mstep: Class 7 contains 285687 members 
Mstep: Class 8 contains 13981 members 
Mstep: Class 9 contains 9903 members 
Mstep: Class 10 contains 14863 members 
Mstep: Class 11 contains 8958 members 
Mstep: Class 12 contains 16573 members 
Mstep: Class 13 contains 471 members 
Mstep: Class 14 contains 2969 members 
Mstep: Class 15 contains 98112 members 
Mstep: Class 16 contains 191763 members 
Mstep: Class 17 contains 28482 members 
Mstep: Class 18 contains 85221 members 
Mstep: Class 19 contains 25582 members 
Mstep: Class 20 contains 22842 members 
Mstep: Class 21 contains 44283 members 
Mstep: Class 22 contains 62778 members 
Mstep: Class 23 contains 4000 members 
Mstep: Class 24 contains 34118 members 
Mstep: Class 25 contains 343 members 
Mstep: Class 26 contains 13040 members 
Mstep: Class 27 contains 10360 members 
Mstep: Class 28 contains 5291 members 
Mstep: Class 29 contains 12768 members 
Mstep: Class 30 contains 1073 members 
Mstep: Class 31 contains 7091 members 
Mstep: Class 32 contains 10700 members 
Mstep: Class 33 contains 56386 members 
Mstep: Class 34 contains 11972 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 142102 members 
Mstep: Class 37 contains 212896 members 
Mstep: Class 38 contains 21951 members 
Mstep: Class 39 contains 1059 members 
Mstep: Class 40 contains 658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235471984.000000 Penalty: 143876.984375
Iteration 121Q: 41 clusters Score -2.35472e+08 nChanged 11588
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 8648 members 
Mstep: Class 3 contains 16927 members 
Mstep: Class 4 contains 188637 members 
Mstep: Class 5 contains 301694 members 
Mstep: Class 6 contains 8941 members 
Mstep: Class 7 contains 284272 members 
Mstep: Class 8 contains 14158 members 
Mstep: Class 9 contains 9995 members 
Mstep: Class 10 contains 14804 members 
Mstep: Class 11 contains 8824 members 
Mstep: Class 12 contains 16562 members 
Mstep: Class 13 contains 471 members 
Mstep: Class 14 contains 2968 members 
Mstep: Class 15 contains 98048 members 
Mstep: Class 16 contains 191710 members 
Mstep: Class 17 contains 27511 members 
Mstep: Class 18 contains 85141 members 
Mstep: Class 19 contains 25516 members 
Mstep: Class 20 contains 23254 members 
Mstep: Class 21 contains 44471 members 
Mstep: Class 22 contains 62467 members 
Mstep: Class 23 contains 4340 members 
Mstep: Class 24 contains 34153 members 
Mstep: Class 25 contains 341 members 
Mstep: Class 26 contains 13022 members 
Mstep: Class 27 contains 10516 members 
Mstep: Class 28 contains 5313 members 
Mstep: Class 29 contains 12736 members 
Mstep: Class 30 contains 1135 members 
Mstep: Class 31 contains 7015 members 
Mstep: Class 32 contains 10744 members 
Mstep: Class 33 contains 56363 members 
Mstep: Class 34 contains 11894 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 141372 members 
Mstep: Class 37 contains 214537 members 
Mstep: Class 38 contains 22247 members 
Mstep: Class 39 contains 1063 members 
Mstep: Class 40 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235473056.000000 Penalty: 143876.984375
Iteration 122Q: 41 clusters Score -2.354731e+08 nChanged 9610
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 8649 members 
Mstep: Class 3 contains 16894 members 
Mstep: Class 4 contains 188326 members 
Mstep: Class 5 contains 302547 members 
Mstep: Class 6 contains 8931 members 
Mstep: Class 7 contains 282612 members 
Mstep: Class 8 contains 14319 members 
Mstep: Class 9 contains 10076 members 
Mstep: Class 10 contains 14753 members 
Mstep: Class 11 contains 8751 members 
Mstep: Class 12 contains 16558 members 
Mstep: Class 13 contains 470 members 
Mstep: Class 14 contains 2973 members 
Mstep: Class 15 contains 98089 members 
Mstep: Class 16 contains 191842 members 
Mstep: Class 17 contains 26591 members 
Mstep: Class 18 contains 85067 members 
Mstep: Class 19 contains 25474 members 
Mstep: Class 20 contains 23688 members 
Mstep: Class 21 contains 44605 members 
Mstep: Class 22 contains 62156 members 
Mstep: Class 23 contains 4657 members 
Mstep: Class 24 contains 34158 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 13025 members 
Mstep: Class 27 contains 10622 members 
Mstep: Class 28 contains 5344 members 
Mstep: Class 29 contains 12707 members 
Mstep: Class 30 contains 1199 members 
Mstep: Class 31 contains 6960 members 
Mstep: Class 32 contains 10768 members 
Mstep: Class 33 contains 56343 members 
Mstep: Class 34 contains 11816 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 140691 members 
Mstep: Class 37 contains 216321 members 
Mstep: Class 38 contains 22413 members 
Mstep: Class 39 contains 1064 members 
Mstep: Class 40 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235473280.000000 Penalty: 143876.984375
Iteration 123Q: 41 clusters Score -2.354733e+08 nChanged 8662
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 8637 members 
Mstep: Class 3 contains 16863 members 
Mstep: Class 4 contains 187991 members 
Mstep: Class 5 contains 303482 members 
Mstep: Class 6 contains 8927 members 
Mstep: Class 7 contains 280702 members 
Mstep: Class 8 contains 14480 members 
Mstep: Class 9 contains 10138 members 
Mstep: Class 10 contains 14692 members 
Mstep: Class 11 contains 8692 members 
Mstep: Class 12 contains 16566 members 
Mstep: Class 13 contains 470 members 
Mstep: Class 14 contains 2980 members 
Mstep: Class 15 contains 98157 members 
Mstep: Class 16 contains 192113 members 
Mstep: Class 17 contains 25656 members 
Mstep: Class 18 contains 84978 members 
Mstep: Class 19 contains 25411 members 
Mstep: Class 20 contains 24161 members 
Mstep: Class 21 contains 44669 members 
Mstep: Class 22 contains 61832 members 
Mstep: Class 23 contains 4961 members 
Mstep: Class 24 contains 34140 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 13014 members 
Mstep: Class 27 contains 10713 members 
Mstep: Class 28 contains 5355 members 
Mstep: Class 29 contains 12674 members 
Mstep: Class 30 contains 1270 members 
Mstep: Class 31 contains 6918 members 
Mstep: Class 32 contains 10790 members 
Mstep: Class 33 contains 56334 members 
Mstep: Class 34 contains 11761 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 140099 members 
Mstep: Class 37 contains 218242 members 
Mstep: Class 38 contains 22514 members 
Mstep: Class 39 contains 1064 members 
Mstep: Class 40 contains 725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235474064.000000 Penalty: 143876.984375
Iteration 124Q: 41 clusters Score -2.354741e+08 nChanged 8115
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 8632 members 
Mstep: Class 3 contains 16832 members 
Mstep: Class 4 contains 187606 members 
Mstep: Class 5 contains 304409 members 
Mstep: Class 6 contains 8926 members 
Mstep: Class 7 contains 278698 members 
Mstep: Class 8 contains 14611 members 
Mstep: Class 9 contains 10178 members 
Mstep: Class 10 contains 14660 members 
Mstep: Class 11 contains 8622 members 
Mstep: Class 12 contains 16569 members 
Mstep: Class 13 contains 470 members 
Mstep: Class 14 contains 2991 members 
Mstep: Class 15 contains 98271 members 
Mstep: Class 16 contains 192382 members 
Mstep: Class 17 contains 24803 members 
Mstep: Class 18 contains 84885 members 
Mstep: Class 19 contains 25370 members 
Mstep: Class 20 contains 24646 members 
Mstep: Class 21 contains 44730 members 
Mstep: Class 22 contains 61504 members 
Mstep: Class 23 contains 5247 members 
Mstep: Class 24 contains 34105 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 13005 members 
Mstep: Class 27 contains 10784 members 
Mstep: Class 28 contains 5381 members 
Mstep: Class 29 contains 12654 members 
Mstep: Class 30 contains 1338 members 
Mstep: Class 31 contains 6896 members 
Mstep: Class 32 contains 10806 members 
Mstep: Class 33 contains 56274 members 
Mstep: Class 34 contains 11725 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 139537 members 
Mstep: Class 37 contains 220250 members 
Mstep: Class 38 contains 22579 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235474688.000000 Penalty: 143876.984375
Iteration 125Q: 41 clusters Score -2.354747e+08 nChanged 7642
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 8626 members 
Mstep: Class 3 contains 16803 members 
Mstep: Class 4 contains 187215 members 
Mstep: Class 5 contains 305316 members 
Mstep: Class 6 contains 8920 members 
Mstep: Class 7 contains 276584 members 
Mstep: Class 8 contains 14723 members 
Mstep: Class 9 contains 10207 members 
Mstep: Class 10 contains 14618 members 
Mstep: Class 11 contains 8552 members 
Mstep: Class 12 contains 16578 members 
Mstep: Class 13 contains 470 members 
Mstep: Class 14 contains 3007 members 
Mstep: Class 15 contains 98380 members 
Mstep: Class 16 contains 192693 members 
Mstep: Class 17 contains 24028 members 
Mstep: Class 18 contains 84813 members 
Mstep: Class 19 contains 25312 members 
Mstep: Class 20 contains 25139 members 
Mstep: Class 21 contains 44742 members 
Mstep: Class 22 contains 61202 members 
Mstep: Class 23 contains 5508 members 
Mstep: Class 24 contains 34051 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 12996 members 
Mstep: Class 27 contains 10830 members 
Mstep: Class 28 contains 5403 members 
Mstep: Class 29 contains 12639 members 
Mstep: Class 30 contains 1408 members 
Mstep: Class 31 contains 6876 members 
Mstep: Class 32 contains 10816 members 
Mstep: Class 33 contains 56215 members 
Mstep: Class 34 contains 11702 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 139052 members 
Mstep: Class 37 contains 222349 members 
Mstep: Class 38 contains 22590 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235475088.000000 Penalty: 143876.984375
Iteration 126Q: 41 clusters Score -2.354751e+08 nChanged 7429
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 8626 members 
Mstep: Class 3 contains 16762 members 
Mstep: Class 4 contains 186865 members 
Mstep: Class 5 contains 306237 members 
Mstep: Class 6 contains 8917 members 
Mstep: Class 7 contains 274342 members 
Mstep: Class 8 contains 14840 members 
Mstep: Class 9 contains 10230 members 
Mstep: Class 10 contains 14583 members 
Mstep: Class 11 contains 8517 members 
Mstep: Class 12 contains 16590 members 
Mstep: Class 13 contains 470 members 
Mstep: Class 14 contains 3012 members 
Mstep: Class 15 contains 98485 members 
Mstep: Class 16 contains 192905 members 
Mstep: Class 17 contains 23298 members 
Mstep: Class 18 contains 84765 members 
Mstep: Class 19 contains 25264 members 
Mstep: Class 20 contains 25674 members 
Mstep: Class 21 contains 44748 members 
Mstep: Class 22 contains 60913 members 
Mstep: Class 23 contains 5750 members 
Mstep: Class 24 contains 33992 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 12982 members 
Mstep: Class 27 contains 10859 members 
Mstep: Class 28 contains 5422 members 
Mstep: Class 29 contains 12626 members 
Mstep: Class 30 contains 1490 members 
Mstep: Class 31 contains 6862 members 
Mstep: Class 32 contains 10823 members 
Mstep: Class 33 contains 56148 members 
Mstep: Class 34 contains 11687 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 138640 members 
Mstep: Class 37 contains 224467 members 
Mstep: Class 38 contains 22563 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235474864.000000 Penalty: 143876.984375
Iteration 127Q: 41 clusters Score -2.354749e+08 nChanged 7141
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 8623 members 
Mstep: Class 3 contains 16726 members 
Mstep: Class 4 contains 186531 members 
Mstep: Class 5 contains 307114 members 
Mstep: Class 6 contains 8914 members 
Mstep: Class 7 contains 272043 members 
Mstep: Class 8 contains 14948 members 
Mstep: Class 9 contains 10258 members 
Mstep: Class 10 contains 14568 members 
Mstep: Class 11 contains 8486 members 
Mstep: Class 12 contains 16604 members 
Mstep: Class 13 contains 470 members 
Mstep: Class 14 contains 3016 members 
Mstep: Class 15 contains 98579 members 
Mstep: Class 16 contains 193065 members 
Mstep: Class 17 contains 22639 members 
Mstep: Class 18 contains 84732 members 
Mstep: Class 19 contains 25218 members 
Mstep: Class 20 contains 26290 members 
Mstep: Class 21 contains 44725 members 
Mstep: Class 22 contains 60635 members 
Mstep: Class 23 contains 5959 members 
Mstep: Class 24 contains 33939 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 12964 members 
Mstep: Class 27 contains 10877 members 
Mstep: Class 28 contains 5438 members 
Mstep: Class 29 contains 12622 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 6842 members 
Mstep: Class 32 contains 10820 members 
Mstep: Class 33 contains 56109 members 
Mstep: Class 34 contains 11668 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 138305 members 
Mstep: Class 37 contains 226521 members 
Mstep: Class 38 contains 22538 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235474800.000000 Penalty: 143876.984375
Iteration 128Q: 41 clusters Score -2.354748e+08 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 8627 members 
Mstep: Class 3 contains 16698 members 
Mstep: Class 4 contains 186226 members 
Mstep: Class 5 contains 308007 members 
Mstep: Class 6 contains 8911 members 
Mstep: Class 7 contains 269664 members 
Mstep: Class 8 contains 15033 members 
Mstep: Class 9 contains 10277 members 
Mstep: Class 10 contains 14544 members 
Mstep: Class 11 contains 8479 members 
Mstep: Class 12 contains 16599 members 
Mstep: Class 13 contains 470 members 
Mstep: Class 14 contains 3011 members 
Mstep: Class 15 contains 98730 members 
Mstep: Class 16 contains 193209 members 
Mstep: Class 17 contains 21998 members 
Mstep: Class 18 contains 84690 members 
Mstep: Class 19 contains 25158 members 
Mstep: Class 20 contains 26935 members 
Mstep: Class 21 contains 44697 members 
Mstep: Class 22 contains 60407 members 
Mstep: Class 23 contains 6123 members 
Mstep: Class 24 contains 33879 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12946 members 
Mstep: Class 27 contains 10889 members 
Mstep: Class 28 contains 5450 members 
Mstep: Class 29 contains 12615 members 
Mstep: Class 30 contains 1639 members 
Mstep: Class 31 contains 6832 members 
Mstep: Class 32 contains 10811 members 
Mstep: Class 33 contains 56054 members 
Mstep: Class 34 contains 11651 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 137963 members 
Mstep: Class 37 contains 228590 members 
Mstep: Class 38 contains 22515 members 
Mstep: Class 39 contains 1068 members 
Mstep: Class 40 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235475376.000000 Penalty: 143876.984375
Iteration 129Q: 41 clusters Score -2.354754e+08 nChanged 6919
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 8628 members 
Mstep: Class 3 contains 16659 members 
Mstep: Class 4 contains 185925 members 
Mstep: Class 5 contains 308835 members 
Mstep: Class 6 contains 8909 members 
Mstep: Class 7 contains 267273 members 
Mstep: Class 8 contains 15116 members 
Mstep: Class 9 contains 10292 members 
Mstep: Class 10 contains 14515 members 
Mstep: Class 11 contains 8474 members 
Mstep: Class 12 contains 16609 members 
Mstep: Class 13 contains 470 members 
Mstep: Class 14 contains 3004 members 
Mstep: Class 15 contains 98885 members 
Mstep: Class 16 contains 193374 members 
Mstep: Class 17 contains 21409 members 
Mstep: Class 18 contains 84656 members 
Mstep: Class 19 contains 25103 members 
Mstep: Class 20 contains 27594 members 
Mstep: Class 21 contains 44663 members 
Mstep: Class 22 contains 60147 members 
Mstep: Class 23 contains 6270 members 
Mstep: Class 24 contains 33801 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12931 members 
Mstep: Class 27 contains 10895 members 
Mstep: Class 28 contains 5474 members 
Mstep: Class 29 contains 12613 members 
Mstep: Class 30 contains 1694 members 
Mstep: Class 31 contains 6817 members 
Mstep: Class 32 contains 10821 members 
Mstep: Class 33 contains 56011 members 
Mstep: Class 34 contains 11637 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 137664 members 
Mstep: Class 37 contains 230650 members 
Mstep: Class 38 contains 22501 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235475984.000000 Penalty: 143876.984375
Iteration 130Q: 41 clusters Score -2.35476e+08 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 8644 members 
Mstep: Class 3 contains 16635 members 
Mstep: Class 4 contains 185659 members 
Mstep: Class 5 contains 309654 members 
Mstep: Class 6 contains 8904 members 
Mstep: Class 7 contains 264854 members 
Mstep: Class 8 contains 15180 members 
Mstep: Class 9 contains 10311 members 
Mstep: Class 10 contains 14484 members 
Mstep: Class 11 contains 8462 members 
Mstep: Class 12 contains 16605 members 
Mstep: Class 13 contains 470 members 
Mstep: Class 14 contains 3015 members 
Mstep: Class 15 contains 99040 members 
Mstep: Class 16 contains 193475 members 
Mstep: Class 17 contains 20895 members 
Mstep: Class 18 contains 84612 members 
Mstep: Class 19 contains 25065 members 
Mstep: Class 20 contains 28355 members 
Mstep: Class 21 contains 44637 members 
Mstep: Class 22 contains 59863 members 
Mstep: Class 23 contains 6448 members 
Mstep: Class 24 contains 33720 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12916 members 
Mstep: Class 27 contains 10903 members 
Mstep: Class 28 contains 5491 members 
Mstep: Class 29 contains 12603 members 
Mstep: Class 30 contains 1749 members 
Mstep: Class 31 contains 6795 members 
Mstep: Class 32 contains 10825 members 
Mstep: Class 33 contains 55969 members 
Mstep: Class 34 contains 11624 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 137353 members 
Mstep: Class 37 contains 232636 members 
Mstep: Class 38 contains 22465 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235476096.000000 Penalty: 143876.984375
Iteration 131Q: 41 clusters Score -2.354761e+08 nChanged 6680
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 8651 members 
Mstep: Class 3 contains 16618 members 
Mstep: Class 4 contains 185408 members 
Mstep: Class 5 contains 310391 members 
Mstep: Class 6 contains 8901 members 
Mstep: Class 7 contains 262460 members 
Mstep: Class 8 contains 15239 members 
Mstep: Class 9 contains 10329 members 
Mstep: Class 10 contains 14462 members 
Mstep: Class 11 contains 8449 members 
Mstep: Class 12 contains 16609 members 
Mstep: Class 13 contains 470 members 
Mstep: Class 14 contains 3020 members 
Mstep: Class 15 contains 99161 members 
Mstep: Class 16 contains 193568 members 
Mstep: Class 17 contains 20441 members 
Mstep: Class 18 contains 84579 members 
Mstep: Class 19 contains 25054 members 
Mstep: Class 20 contains 29139 members 
Mstep: Class 21 contains 44603 members 
Mstep: Class 22 contains 59533 members 
Mstep: Class 23 contains 6608 members 
Mstep: Class 24 contains 33618 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12909 members 
Mstep: Class 27 contains 10913 members 
Mstep: Class 28 contains 5508 members 
Mstep: Class 29 contains 12593 members 
Mstep: Class 30 contains 1796 members 
Mstep: Class 31 contains 6778 members 
Mstep: Class 32 contains 10854 members 
Mstep: Class 33 contains 55931 members 
Mstep: Class 34 contains 11617 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 137082 members 
Mstep: Class 37 contains 234576 members 
Mstep: Class 38 contains 22440 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235477008.000000 Penalty: 143876.984375
Iteration 132Q: 41 clusters Score -2.35477e+08 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 8651 members 
Mstep: Class 3 contains 16586 members 
Mstep: Class 4 contains 185205 members 
Mstep: Class 5 contains 311059 members 
Mstep: Class 6 contains 8893 members 
Mstep: Class 7 contains 260052 members 
Mstep: Class 8 contains 15302 members 
Mstep: Class 9 contains 10345 members 
Mstep: Class 10 contains 14450 members 
Mstep: Class 11 contains 8434 members 
Mstep: Class 12 contains 16609 members 
Mstep: Class 13 contains 470 members 
Mstep: Class 14 contains 3023 members 
Mstep: Class 15 contains 99243 members 
Mstep: Class 16 contains 193621 members 
Mstep: Class 17 contains 20058 members 
Mstep: Class 18 contains 84550 members 
Mstep: Class 19 contains 25041 members 
Mstep: Class 20 contains 29984 members 
Mstep: Class 21 contains 44556 members 
Mstep: Class 22 contains 59249 members 
Mstep: Class 23 contains 6767 members 
Mstep: Class 24 contains 33536 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12898 members 
Mstep: Class 27 contains 10919 members 
Mstep: Class 28 contains 5520 members 
Mstep: Class 29 contains 12582 members 
Mstep: Class 30 contains 1845 members 
Mstep: Class 31 contains 6760 members 
Mstep: Class 32 contains 10869 members 
Mstep: Class 33 contains 55889 members 
Mstep: Class 34 contains 11625 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 136863 members 
Mstep: Class 37 contains 236449 members 
Mstep: Class 38 contains 22400 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235477456.000000 Penalty: 143876.984375
Iteration 133Q: 41 clusters Score -2.354775e+08 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 8655 members 
Mstep: Class 3 contains 16564 members 
Mstep: Class 4 contains 184998 members 
Mstep: Class 5 contains 311744 members 
Mstep: Class 6 contains 8890 members 
Mstep: Class 7 contains 257674 members 
Mstep: Class 8 contains 15367 members 
Mstep: Class 9 contains 10361 members 
Mstep: Class 10 contains 14453 members 
Mstep: Class 11 contains 8420 members 
Mstep: Class 12 contains 16608 members 
Mstep: Class 13 contains 470 members 
Mstep: Class 14 contains 3037 members 
Mstep: Class 15 contains 99329 members 
Mstep: Class 16 contains 193641 members 
Mstep: Class 17 contains 19713 members 
Mstep: Class 18 contains 84514 members 
Mstep: Class 19 contains 25042 members 
Mstep: Class 20 contains 30789 members 
Mstep: Class 21 contains 44527 members 
Mstep: Class 22 contains 58922 members 
Mstep: Class 23 contains 6930 members 
Mstep: Class 24 contains 33446 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12887 members 
Mstep: Class 27 contains 10921 members 
Mstep: Class 28 contains 5532 members 
Mstep: Class 29 contains 12571 members 
Mstep: Class 30 contains 1891 members 
Mstep: Class 31 contains 6751 members 
Mstep: Class 32 contains 10874 members 
Mstep: Class 33 contains 55845 members 
Mstep: Class 34 contains 11632 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 136651 members 
Mstep: Class 37 contains 238289 members 
Mstep: Class 38 contains 22368 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235477968.000000 Penalty: 143876.984375
Iteration 134Q: 41 clusters Score -2.35478e+08 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 8659 members 
Mstep: Class 3 contains 16543 members 
Mstep: Class 4 contains 184811 members 
Mstep: Class 5 contains 312386 members 
Mstep: Class 6 contains 8887 members 
Mstep: Class 7 contains 255384 members 
Mstep: Class 8 contains 15422 members 
Mstep: Class 9 contains 10376 members 
Mstep: Class 10 contains 14459 members 
Mstep: Class 11 contains 8399 members 
Mstep: Class 12 contains 16613 members 
Mstep: Class 13 contains 470 members 
Mstep: Class 14 contains 3042 members 
Mstep: Class 15 contains 99415 members 
Mstep: Class 16 contains 193645 members 
Mstep: Class 17 contains 19405 members 
Mstep: Class 18 contains 84474 members 
Mstep: Class 19 contains 25041 members 
Mstep: Class 20 contains 31637 members 
Mstep: Class 21 contains 44495 members 
Mstep: Class 22 contains 58608 members 
Mstep: Class 23 contains 7101 members 
Mstep: Class 24 contains 33359 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12878 members 
Mstep: Class 27 contains 10924 members 
Mstep: Class 28 contains 5547 members 
Mstep: Class 29 contains 12554 members 
Mstep: Class 30 contains 1934 members 
Mstep: Class 31 contains 6750 members 
Mstep: Class 32 contains 10886 members 
Mstep: Class 33 contains 55798 members 
Mstep: Class 34 contains 11647 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 136456 members 
Mstep: Class 37 contains 239970 members 
Mstep: Class 38 contains 22327 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235477792.000000 Penalty: 143876.984375
Iteration 135Q: 41 clusters Score -2.354778e+08 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 8658 members 
Mstep: Class 3 contains 16522 members 
Mstep: Class 4 contains 184678 members 
Mstep: Class 5 contains 313014 members 
Mstep: Class 6 contains 8882 members 
Mstep: Class 7 contains 253164 members 
Mstep: Class 8 contains 15483 members 
Mstep: Class 9 contains 10385 members 
Mstep: Class 10 contains 14445 members 
Mstep: Class 11 contains 8364 members 
Mstep: Class 12 contains 16615 members 
Mstep: Class 13 contains 470 members 
Mstep: Class 14 contains 3043 members 
Mstep: Class 15 contains 99477 members 
Mstep: Class 16 contains 193666 members 
Mstep: Class 17 contains 19111 members 
Mstep: Class 18 contains 84447 members 
Mstep: Class 19 contains 25054 members 
Mstep: Class 20 contains 32564 members 
Mstep: Class 21 contains 44468 members 
Mstep: Class 22 contains 58316 members 
Mstep: Class 23 contains 7255 members 
Mstep: Class 24 contains 33272 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12869 members 
Mstep: Class 27 contains 10929 members 
Mstep: Class 28 contains 5565 members 
Mstep: Class 29 contains 12535 members 
Mstep: Class 30 contains 1971 members 
Mstep: Class 31 contains 6755 members 
Mstep: Class 32 contains 10894 members 
Mstep: Class 33 contains 55739 members 
Mstep: Class 34 contains 11670 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 136277 members 
Mstep: Class 37 contains 241441 members 
Mstep: Class 38 contains 22297 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235478496.000000 Penalty: 143876.984375
Iteration 136Q: 41 clusters Score -2.354785e+08 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 8655 members 
Mstep: Class 3 contains 16491 members 
Mstep: Class 4 contains 184514 members 
Mstep: Class 5 contains 313591 members 
Mstep: Class 6 contains 8879 members 
Mstep: Class 7 contains 251099 members 
Mstep: Class 8 contains 15547 members 
Mstep: Class 9 contains 10398 members 
Mstep: Class 10 contains 14442 members 
Mstep: Class 11 contains 8327 members 
Mstep: Class 12 contains 16629 members 
Mstep: Class 13 contains 470 members 
Mstep: Class 14 contains 3046 members 
Mstep: Class 15 contains 99527 members 
Mstep: Class 16 contains 193656 members 
Mstep: Class 17 contains 18845 members 
Mstep: Class 18 contains 84413 members 
Mstep: Class 19 contains 25055 members 
Mstep: Class 20 contains 33518 members 
Mstep: Class 21 contains 44457 members 
Mstep: Class 22 contains 58083 members 
Mstep: Class 23 contains 7418 members 
Mstep: Class 24 contains 33192 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12863 members 
Mstep: Class 27 contains 10926 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 12527 members 
Mstep: Class 30 contains 2023 members 
Mstep: Class 31 contains 6759 members 
Mstep: Class 32 contains 10905 members 
Mstep: Class 33 contains 55653 members 
Mstep: Class 34 contains 11694 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 136099 members 
Mstep: Class 37 contains 242746 members 
Mstep: Class 38 contains 22265 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235478464.000000 Penalty: 143876.984375
Iteration 137Q: 41 clusters Score -2.354785e+08 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 8658 members 
Mstep: Class 3 contains 16476 members 
Mstep: Class 4 contains 184361 members 
Mstep: Class 5 contains 314117 members 
Mstep: Class 6 contains 8876 members 
Mstep: Class 7 contains 249154 members 
Mstep: Class 8 contains 15605 members 
Mstep: Class 9 contains 10417 members 
Mstep: Class 10 contains 14440 members 
Mstep: Class 11 contains 8285 members 
Mstep: Class 12 contains 16636 members 
Mstep: Class 13 contains 470 members 
Mstep: Class 14 contains 3044 members 
Mstep: Class 15 contains 99595 members 
Mstep: Class 16 contains 193636 members 
Mstep: Class 17 contains 18635 members 
Mstep: Class 18 contains 84405 members 
Mstep: Class 19 contains 25055 members 
Mstep: Class 20 contains 34486 members 
Mstep: Class 21 contains 44451 members 
Mstep: Class 22 contains 57892 members 
Mstep: Class 23 contains 7561 members 
Mstep: Class 24 contains 33108 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12851 members 
Mstep: Class 27 contains 10935 members 
Mstep: Class 28 contains 5589 members 
Mstep: Class 29 contains 12518 members 
Mstep: Class 30 contains 2078 members 
Mstep: Class 31 contains 6750 members 
Mstep: Class 32 contains 10912 members 
Mstep: Class 33 contains 55582 members 
Mstep: Class 34 contains 11718 members 
Mstep: Class 35 contains 892 members 
Mstep: Class 36 contains 135890 members 
Mstep: Class 37 contains 243875 members 
Mstep: Class 38 contains 22229 members 
Mstep: Class 39 contains 1067 members 
Mstep: Class 40 contains 820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235479456.000000 Penalty: 143876.984375
Iteration 138Q: 41 clusters Score -2.354795e+08 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 8661 members 
Mstep: Class 3 contains 16447 members 
Mstep: Class 4 contains 184216 members 
Mstep: Class 5 contains 314624 members 
Mstep: Class 6 contains 8877 members 
Mstep: Class 7 contains 247320 members 
Mstep: Class 8 contains 15656 members 
Mstep: Class 9 contains 10432 members 
Mstep: Class 10 contains 14423 members 
Mstep: Class 11 contains 8254 members 
Mstep: Class 12 contains 16643 members 
Mstep: Class 13 contains 470 members 
Mstep: Class 14 contains 3047 members 
Mstep: Class 15 contains 99661 members 
Mstep: Class 16 contains 193622 members 
Mstep: Class 17 contains 18440 members 
Mstep: Class 18 contains 84395 members 
Mstep: Class 19 contains 25061 members 
Mstep: Class 20 contains 35467 members 
Mstep: Class 21 contains 44439 members 
Mstep: Class 22 contains 57696 members 
Mstep: Class 23 contains 7708 members 
Mstep: Class 24 contains 33017 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12841 members 
Mstep: Class 27 contains 10944 members 
Mstep: Class 28 contains 5596 members 
Mstep: Class 29 contains 12514 members 
Mstep: Class 30 contains 2122 members 
Mstep: Class 31 contains 6746 members 
Mstep: Class 32 contains 10915 members 
Mstep: Class 33 contains 55500 members 
Mstep: Class 34 contains 11751 members 
Mstep: Class 35 contains 893 members 
Mstep: Class 36 contains 135713 members 
Mstep: Class 37 contains 244878 members 
Mstep: Class 38 contains 22193 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235479472.000000 Penalty: 143876.984375
Iteration 139Q: 41 clusters Score -2.354795e+08 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 8655 members 
Mstep: Class 3 contains 16413 members 
Mstep: Class 4 contains 184093 members 
Mstep: Class 5 contains 315054 members 
Mstep: Class 6 contains 8877 members 
Mstep: Class 7 contains 245520 members 
Mstep: Class 8 contains 15704 members 
Mstep: Class 9 contains 10443 members 
Mstep: Class 10 contains 14411 members 
Mstep: Class 11 contains 8233 members 
Mstep: Class 12 contains 16646 members 
Mstep: Class 13 contains 470 members 
Mstep: Class 14 contains 3049 members 
Mstep: Class 15 contains 99720 members 
Mstep: Class 16 contains 193627 members 
Mstep: Class 17 contains 18281 members 
Mstep: Class 18 contains 84378 members 
Mstep: Class 19 contains 25068 members 
Mstep: Class 20 contains 36376 members 
Mstep: Class 21 contains 44429 members 
Mstep: Class 22 contains 57518 members 
Mstep: Class 23 contains 7831 members 
Mstep: Class 24 contains 32941 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12835 members 
Mstep: Class 27 contains 10959 members 
Mstep: Class 28 contains 5598 members 
Mstep: Class 29 contains 12510 members 
Mstep: Class 30 contains 2157 members 
Mstep: Class 31 contains 6756 members 
Mstep: Class 32 contains 10923 members 
Mstep: Class 33 contains 55424 members 
Mstep: Class 34 contains 11793 members 
Mstep: Class 35 contains 892 members 
Mstep: Class 36 contains 135555 members 
Mstep: Class 37 contains 245884 members 
Mstep: Class 38 contains 22157 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235478784.000000 Penalty: 143876.984375
Iteration 140F: 41 clusters Score -2.354788e+08 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 8657 members 
Mstep: Class 3 contains 16389 members 
Mstep: Class 4 contains 183988 members 
Mstep: Class 5 contains 315389 members 
Mstep: Class 6 contains 8873 members 
Mstep: Class 7 contains 243984 members 
Mstep: Class 8 contains 15749 members 
Mstep: Class 9 contains 10455 members 
Mstep: Class 10 contains 14416 members 
Mstep: Class 11 contains 8199 members 
Mstep: Class 12 contains 16658 members 
Mstep: Class 13 contains 470 members 
Mstep: Class 14 contains 3046 members 
Mstep: Class 15 contains 99781 members 
Mstep: Class 16 contains 193655 members 
Mstep: Class 17 contains 18130 members 
Mstep: Class 18 contains 84364 members 
Mstep: Class 19 contains 25069 members 
Mstep: Class 20 contains 37303 members 
Mstep: Class 21 contains 44417 members 
Mstep: Class 22 contains 57352 members 
Mstep: Class 23 contains 7947 members 
Mstep: Class 24 contains 32855 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12830 members 
Mstep: Class 27 contains 10962 members 
Mstep: Class 28 contains 5598 members 
Mstep: Class 29 contains 12504 members 
Mstep: Class 30 contains 2214 members 
Mstep: Class 31 contains 6741 members 
Mstep: Class 32 contains 10932 members 
Mstep: Class 33 contains 55364 members 
Mstep: Class 34 contains 11844 members 
Mstep: Class 35 contains 892 members 
Mstep: Class 36 contains 135403 members 
Mstep: Class 37 contains 246619 members 
Mstep: Class 38 contains 22130 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235479376.000000 Penalty: 143876.984375
Iteration 141Q: 41 clusters Score -2.354794e+08 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 8667 members 
Mstep: Class 3 contains 16371 members 
Mstep: Class 4 contains 183933 members 
Mstep: Class 5 contains 315727 members 
Mstep: Class 6 contains 8872 members 
Mstep: Class 7 contains 242542 members 
Mstep: Class 8 contains 15782 members 
Mstep: Class 9 contains 10470 members 
Mstep: Class 10 contains 14423 members 
Mstep: Class 11 contains 8183 members 
Mstep: Class 12 contains 16679 members 
Mstep: Class 13 contains 470 members 
Mstep: Class 14 contains 3048 members 
Mstep: Class 15 contains 99861 members 
Mstep: Class 16 contains 193661 members 
Mstep: Class 17 contains 17981 members 
Mstep: Class 18 contains 84356 members 
Mstep: Class 19 contains 25082 members 
Mstep: Class 20 contains 38276 members 
Mstep: Class 21 contains 44405 members 
Mstep: Class 22 contains 57206 members 
Mstep: Class 23 contains 8026 members 
Mstep: Class 24 contains 32767 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12818 members 
Mstep: Class 27 contains 10962 members 
Mstep: Class 28 contains 5600 members 
Mstep: Class 29 contains 12498 members 
Mstep: Class 30 contains 2262 members 
Mstep: Class 31 contains 6743 members 
Mstep: Class 32 contains 10929 members 
Mstep: Class 33 contains 55309 members 
Mstep: Class 34 contains 11885 members 
Mstep: Class 35 contains 892 members 
Mstep: Class 36 contains 135243 members 
Mstep: Class 37 contains 247142 members 
Mstep: Class 38 contains 22101 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235480048.000000 Penalty: 143876.984375
Iteration 142Q: 41 clusters Score -2.3548e+08 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 8669 members 
Mstep: Class 3 contains 16358 members 
Mstep: Class 4 contains 183880 members 
Mstep: Class 5 contains 316063 members 
Mstep: Class 6 contains 8870 members 
Mstep: Class 7 contains 241173 members 
Mstep: Class 8 contains 15821 members 
Mstep: Class 9 contains 10484 members 
Mstep: Class 10 contains 14444 members 
Mstep: Class 11 contains 8164 members 
Mstep: Class 12 contains 16711 members 
Mstep: Class 13 contains 470 members 
Mstep: Class 14 contains 3051 members 
Mstep: Class 15 contains 99934 members 
Mstep: Class 16 contains 193660 members 
Mstep: Class 17 contains 17846 members 
Mstep: Class 18 contains 84342 members 
Mstep: Class 19 contains 25070 members 
Mstep: Class 20 contains 39236 members 
Mstep: Class 21 contains 44412 members 
Mstep: Class 22 contains 57081 members 
Mstep: Class 23 contains 8124 members 
Mstep: Class 24 contains 32683 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12807 members 
Mstep: Class 27 contains 10964 members 
Mstep: Class 28 contains 5598 members 
Mstep: Class 29 contains 12496 members 
Mstep: Class 30 contains 2296 members 
Mstep: Class 31 contains 6738 members 
Mstep: Class 32 contains 10932 members 
Mstep: Class 33 contains 55263 members 
Mstep: Class 34 contains 11944 members 
Mstep: Class 35 contains 893 members 
Mstep: Class 36 contains 135091 members 
Mstep: Class 37 contains 247524 members 
Mstep: Class 38 contains 22078 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235480992.000000 Penalty: 143876.984375
Iteration 143Q: 41 clusters Score -2.35481e+08 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 8670 members 
Mstep: Class 3 contains 16342 members 
Mstep: Class 4 contains 183851 members 
Mstep: Class 5 contains 316391 members 
Mstep: Class 6 contains 8863 members 
Mstep: Class 7 contains 239942 members 
Mstep: Class 8 contains 15862 members 
Mstep: Class 9 contains 10498 members 
Mstep: Class 10 contains 14449 members 
Mstep: Class 11 contains 8144 members 
Mstep: Class 12 contains 16731 members 
Mstep: Class 13 contains 470 members 
Mstep: Class 14 contains 3053 members 
Mstep: Class 15 contains 99993 members 
Mstep: Class 16 contains 193655 members 
Mstep: Class 17 contains 17704 members 
Mstep: Class 18 contains 84322 members 
Mstep: Class 19 contains 25056 members 
Mstep: Class 20 contains 40144 members 
Mstep: Class 21 contains 44418 members 
Mstep: Class 22 contains 56946 members 
Mstep: Class 23 contains 8203 members 
Mstep: Class 24 contains 32604 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12786 members 
Mstep: Class 27 contains 10977 members 
Mstep: Class 28 contains 5600 members 
Mstep: Class 29 contains 12488 members 
Mstep: Class 30 contains 2339 members 
Mstep: Class 31 contains 6743 members 
Mstep: Class 32 contains 10937 members 
Mstep: Class 33 contains 55224 members 
Mstep: Class 34 contains 12011 members 
Mstep: Class 35 contains 894 members 
Mstep: Class 36 contains 134949 members 
Mstep: Class 37 contains 247844 members 
Mstep: Class 38 contains 22065 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235481568.000000 Penalty: 143876.984375
Iteration 144Q: 41 clusters Score -2.354816e+08 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 8661 members 
Mstep: Class 3 contains 16317 members 
Mstep: Class 4 contains 183809 members 
Mstep: Class 5 contains 316668 members 
Mstep: Class 6 contains 8857 members 
Mstep: Class 7 contains 238891 members 
Mstep: Class 8 contains 15890 members 
Mstep: Class 9 contains 10512 members 
Mstep: Class 10 contains 14462 members 
Mstep: Class 11 contains 8122 members 
Mstep: Class 12 contains 16733 members 
Mstep: Class 13 contains 470 members 
Mstep: Class 14 contains 3055 members 
Mstep: Class 15 contains 100046 members 
Mstep: Class 16 contains 193648 members 
Mstep: Class 17 contains 17587 members 
Mstep: Class 18 contains 84308 members 
Mstep: Class 19 contains 25072 members 
Mstep: Class 20 contains 41039 members 
Mstep: Class 21 contains 44429 members 
Mstep: Class 22 contains 56843 members 
Mstep: Class 23 contains 8264 members 
Mstep: Class 24 contains 32550 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12776 members 
Mstep: Class 27 contains 10984 members 
Mstep: Class 28 contains 5600 members 
Mstep: Class 29 contains 12486 members 
Mstep: Class 30 contains 2395 members 
Mstep: Class 31 contains 6738 members 
Mstep: Class 32 contains 10929 members 
Mstep: Class 33 contains 55199 members 
Mstep: Class 34 contains 12091 members 
Mstep: Class 35 contains 895 members 
Mstep: Class 36 contains 134810 members 
Mstep: Class 37 contains 247983 members 
Mstep: Class 38 contains 22043 members 
Mstep: Class 39 contains 1064 members 
Mstep: Class 40 contains 843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235481760.000000 Penalty: 143876.984375
Iteration 145Q: 41 clusters Score -2.354818e+08 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 8653 members 
Mstep: Class 3 contains 16295 members 
Mstep: Class 4 contains 183750 members 
Mstep: Class 5 contains 316964 members 
Mstep: Class 6 contains 8858 members 
Mstep: Class 7 contains 237935 members 
Mstep: Class 8 contains 15931 members 
Mstep: Class 9 contains 10522 members 
Mstep: Class 10 contains 14463 members 
Mstep: Class 11 contains 8103 members 
Mstep: Class 12 contains 16738 members 
Mstep: Class 13 contains 470 members 
Mstep: Class 14 contains 3050 members 
Mstep: Class 15 contains 100120 members 
Mstep: Class 16 contains 193636 members 
Mstep: Class 17 contains 17485 members 
Mstep: Class 18 contains 84287 members 
Mstep: Class 19 contains 25065 members 
Mstep: Class 20 contains 41931 members 
Mstep: Class 21 contains 44421 members 
Mstep: Class 22 contains 56737 members 
Mstep: Class 23 contains 8333 members 
Mstep: Class 24 contains 32483 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12772 members 
Mstep: Class 27 contains 11000 members 
Mstep: Class 28 contains 5605 members 
Mstep: Class 29 contains 12483 members 
Mstep: Class 30 contains 2437 members 
Mstep: Class 31 contains 6743 members 
Mstep: Class 32 contains 10929 members 
Mstep: Class 33 contains 55167 members 
Mstep: Class 34 contains 12162 members 
Mstep: Class 35 contains 897 members 
Mstep: Class 36 contains 134651 members 
Mstep: Class 37 contains 248069 members 
Mstep: Class 38 contains 22020 members 
Mstep: Class 39 contains 1063 members 
Mstep: Class 40 contains 844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235482016.000000 Penalty: 143876.984375
Iteration 146Q: 41 clusters Score -2.35482e+08 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 8654 members 
Mstep: Class 3 contains 16284 members 
Mstep: Class 4 contains 183726 members 
Mstep: Class 5 contains 317212 members 
Mstep: Class 6 contains 8855 members 
Mstep: Class 7 contains 237112 members 
Mstep: Class 8 contains 15977 members 
Mstep: Class 9 contains 10536 members 
Mstep: Class 10 contains 14462 members 
Mstep: Class 11 contains 8073 members 
Mstep: Class 12 contains 16753 members 
Mstep: Class 13 contains 471 members 
Mstep: Class 14 contains 3053 members 
Mstep: Class 15 contains 100191 members 
Mstep: Class 16 contains 193602 members 
Mstep: Class 17 contains 17387 members 
Mstep: Class 18 contains 84278 members 
Mstep: Class 19 contains 25056 members 
Mstep: Class 20 contains 42866 members 
Mstep: Class 21 contains 44419 members 
Mstep: Class 22 contains 56627 members 
Mstep: Class 23 contains 8393 members 
Mstep: Class 24 contains 32418 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12767 members 
Mstep: Class 27 contains 11021 members 
Mstep: Class 28 contains 5606 members 
Mstep: Class 29 contains 12480 members 
Mstep: Class 30 contains 2474 members 
Mstep: Class 31 contains 6738 members 
Mstep: Class 32 contains 10929 members 
Mstep: Class 33 contains 55136 members 
Mstep: Class 34 contains 12243 members 
Mstep: Class 35 contains 898 members 
Mstep: Class 36 contains 134483 members 
Mstep: Class 37 contains 247985 members 
Mstep: Class 38 contains 22002 members 
Mstep: Class 39 contains 1061 members 
Mstep: Class 40 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235481296.000000 Penalty: 143876.984375
Iteration 147Q: 41 clusters Score -2.354813e+08 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 8653 members 
Mstep: Class 3 contains 16273 members 
Mstep: Class 4 contains 183768 members 
Mstep: Class 5 contains 317431 members 
Mstep: Class 6 contains 8853 members 
Mstep: Class 7 contains 236197 members 
Mstep: Class 8 contains 16015 members 
Mstep: Class 9 contains 10555 members 
Mstep: Class 10 contains 14478 members 
Mstep: Class 11 contains 8062 members 
Mstep: Class 12 contains 16767 members 
Mstep: Class 13 contains 471 members 
Mstep: Class 14 contains 3055 members 
Mstep: Class 15 contains 100250 members 
Mstep: Class 16 contains 193585 members 
Mstep: Class 17 contains 17311 members 
Mstep: Class 18 contains 84265 members 
Mstep: Class 19 contains 25050 members 
Mstep: Class 20 contains 43807 members 
Mstep: Class 21 contains 44408 members 
Mstep: Class 22 contains 56544 members 
Mstep: Class 23 contains 8453 members 
Mstep: Class 24 contains 32364 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12756 members 
Mstep: Class 27 contains 11035 members 
Mstep: Class 28 contains 5613 members 
Mstep: Class 29 contains 12474 members 
Mstep: Class 30 contains 2490 members 
Mstep: Class 31 contains 6727 members 
Mstep: Class 32 contains 10919 members 
Mstep: Class 33 contains 55112 members 
Mstep: Class 34 contains 12309 members 
Mstep: Class 35 contains 898 members 
Mstep: Class 36 contains 134352 members 
Mstep: Class 37 contains 247880 members 
Mstep: Class 38 contains 21986 members 
Mstep: Class 39 contains 1061 members 
Mstep: Class 40 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235482800.000000 Penalty: 143876.984375
Iteration 148Q: 41 clusters Score -2.354828e+08 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 8655 members 
Mstep: Class 3 contains 16257 members 
Mstep: Class 4 contains 183801 members 
Mstep: Class 5 contains 317655 members 
Mstep: Class 6 contains 8853 members 
Mstep: Class 7 contains 235404 members 
Mstep: Class 8 contains 16047 members 
Mstep: Class 9 contains 10567 members 
Mstep: Class 10 contains 14479 members 
Mstep: Class 11 contains 8051 members 
Mstep: Class 12 contains 16769 members 
Mstep: Class 13 contains 471 members 
Mstep: Class 14 contains 3060 members 
Mstep: Class 15 contains 100314 members 
Mstep: Class 16 contains 193575 members 
Mstep: Class 17 contains 17231 members 
Mstep: Class 18 contains 84260 members 
Mstep: Class 19 contains 25051 members 
Mstep: Class 20 contains 44716 members 
Mstep: Class 21 contains 44405 members 
Mstep: Class 22 contains 56429 members 
Mstep: Class 23 contains 8508 members 
Mstep: Class 24 contains 32315 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12744 members 
Mstep: Class 27 contains 11044 members 
Mstep: Class 28 contains 5616 members 
Mstep: Class 29 contains 12469 members 
Mstep: Class 30 contains 2510 members 
Mstep: Class 31 contains 6726 members 
Mstep: Class 32 contains 10916 members 
Mstep: Class 33 contains 55089 members 
Mstep: Class 34 contains 12387 members 
Mstep: Class 35 contains 898 members 
Mstep: Class 36 contains 134214 members 
Mstep: Class 37 contains 247698 members 
Mstep: Class 38 contains 21981 members 
Mstep: Class 39 contains 1061 members 
Mstep: Class 40 contains 850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235483088.000000 Penalty: 143876.984375
Iteration 149Q: 41 clusters Score -2.354831e+08 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 8656 members 
Mstep: Class 3 contains 16247 members 
Mstep: Class 4 contains 183859 members 
Mstep: Class 5 contains 317876 members 
Mstep: Class 6 contains 8855 members 
Mstep: Class 7 contains 234656 members 
Mstep: Class 8 contains 16069 members 
Mstep: Class 9 contains 10591 members 
Mstep: Class 10 contains 14473 members 
Mstep: Class 11 contains 8026 members 
Mstep: Class 12 contains 16784 members 
Mstep: Class 13 contains 471 members 
Mstep: Class 14 contains 3067 members 
Mstep: Class 15 contains 100387 members 
Mstep: Class 16 contains 193546 members 
Mstep: Class 17 contains 17150 members 
Mstep: Class 18 contains 84241 members 
Mstep: Class 19 contains 25055 members 
Mstep: Class 20 contains 45625 members 
Mstep: Class 21 contains 44408 members 
Mstep: Class 22 contains 56328 members 
Mstep: Class 23 contains 8567 members 
Mstep: Class 24 contains 32271 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12738 members 
Mstep: Class 27 contains 11054 members 
Mstep: Class 28 contains 5617 members 
Mstep: Class 29 contains 12463 members 
Mstep: Class 30 contains 2520 members 
Mstep: Class 31 contains 6726 members 
Mstep: Class 32 contains 10913 members 
Mstep: Class 33 contains 55073 members 
Mstep: Class 34 contains 12447 members 
Mstep: Class 35 contains 898 members 
Mstep: Class 36 contains 134070 members 
Mstep: Class 37 contains 247465 members 
Mstep: Class 38 contains 21974 members 
Mstep: Class 39 contains 1061 members 
Mstep: Class 40 contains 852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235483296.000000 Penalty: 143876.984375
Iteration 150Q: 41 clusters Score -2.354833e+08 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 8648 members 
Mstep: Class 3 contains 16234 members 
Mstep: Class 4 contains 183890 members 
Mstep: Class 5 contains 318065 members 
Mstep: Class 6 contains 8857 members 
Mstep: Class 7 contains 234052 members 
Mstep: Class 8 contains 16098 members 
Mstep: Class 9 contains 10609 members 
Mstep: Class 10 contains 14472 members 
Mstep: Class 11 contains 8007 members 
Mstep: Class 12 contains 16791 members 
Mstep: Class 13 contains 471 members 
Mstep: Class 14 contains 3067 members 
Mstep: Class 15 contains 100433 members 
Mstep: Class 16 contains 193503 members 
Mstep: Class 17 contains 17077 members 
Mstep: Class 18 contains 84224 members 
Mstep: Class 19 contains 25058 members 
Mstep: Class 20 contains 46529 members 
Mstep: Class 21 contains 44407 members 
Mstep: Class 22 contains 56243 members 
Mstep: Class 23 contains 8629 members 
Mstep: Class 24 contains 32218 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12733 members 
Mstep: Class 27 contains 11064 members 
Mstep: Class 28 contains 5622 members 
Mstep: Class 29 contains 12459 members 
Mstep: Class 30 contains 2542 members 
Mstep: Class 31 contains 6716 members 
Mstep: Class 32 contains 10912 members 
Mstep: Class 33 contains 55056 members 
Mstep: Class 34 contains 12516 members 
Mstep: Class 35 contains 898 members 
Mstep: Class 36 contains 133960 members 
Mstep: Class 37 contains 247153 members 
Mstep: Class 38 contains 21952 members 
Mstep: Class 39 contains 1061 members 
Mstep: Class 40 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235484032.000000 Penalty: 143876.984375
Iteration 151Q: 41 clusters Score -2.35484e+08 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 8642 members 
Mstep: Class 3 contains 16226 members 
Mstep: Class 4 contains 183902 members 
Mstep: Class 5 contains 318200 members 
Mstep: Class 6 contains 8858 members 
Mstep: Class 7 contains 233497 members 
Mstep: Class 8 contains 16123 members 
Mstep: Class 9 contains 10625 members 
Mstep: Class 10 contains 14475 members 
Mstep: Class 11 contains 7994 members 
Mstep: Class 12 contains 16795 members 
Mstep: Class 13 contains 471 members 
Mstep: Class 14 contains 3067 members 
Mstep: Class 15 contains 100473 members 
Mstep: Class 16 contains 193486 members 
Mstep: Class 17 contains 17020 members 
Mstep: Class 18 contains 84206 members 
Mstep: Class 19 contains 25061 members 
Mstep: Class 20 contains 47363 members 
Mstep: Class 21 contains 44410 members 
Mstep: Class 22 contains 56157 members 
Mstep: Class 23 contains 8683 members 
Mstep: Class 24 contains 32174 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12728 members 
Mstep: Class 27 contains 11067 members 
Mstep: Class 28 contains 5626 members 
Mstep: Class 29 contains 12460 members 
Mstep: Class 30 contains 2562 members 
Mstep: Class 31 contains 6710 members 
Mstep: Class 32 contains 10909 members 
Mstep: Class 33 contains 55029 members 
Mstep: Class 34 contains 12597 members 
Mstep: Class 35 contains 898 members 
Mstep: Class 36 contains 133875 members 
Mstep: Class 37 contains 246852 members 
Mstep: Class 38 contains 21943 members 
Mstep: Class 39 contains 1061 members 
Mstep: Class 40 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235484608.000000 Penalty: 143876.984375
Iteration 152Q: 41 clusters Score -2.354846e+08 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 8637 members 
Mstep: Class 3 contains 16217 members 
Mstep: Class 4 contains 183926 members 
Mstep: Class 5 contains 318333 members 
Mstep: Class 6 contains 8856 members 
Mstep: Class 7 contains 232978 members 
Mstep: Class 8 contains 16139 members 
Mstep: Class 9 contains 10634 members 
Mstep: Class 10 contains 14467 members 
Mstep: Class 11 contains 7979 members 
Mstep: Class 12 contains 16816 members 
Mstep: Class 13 contains 471 members 
Mstep: Class 14 contains 3067 members 
Mstep: Class 15 contains 100520 members 
Mstep: Class 16 contains 193469 members 
Mstep: Class 17 contains 16974 members 
Mstep: Class 18 contains 84191 members 
Mstep: Class 19 contains 25055 members 
Mstep: Class 20 contains 48181 members 
Mstep: Class 21 contains 44411 members 
Mstep: Class 22 contains 56079 members 
Mstep: Class 23 contains 8744 members 
Mstep: Class 24 contains 32141 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12728 members 
Mstep: Class 27 contains 11074 members 
Mstep: Class 28 contains 5625 members 
Mstep: Class 29 contains 12458 members 
Mstep: Class 30 contains 2580 members 
Mstep: Class 31 contains 6705 members 
Mstep: Class 32 contains 10897 members 
Mstep: Class 33 contains 55007 members 
Mstep: Class 34 contains 12664 members 
Mstep: Class 35 contains 898 members 
Mstep: Class 36 contains 133790 members 
Mstep: Class 37 contains 246515 members 
Mstep: Class 38 contains 21934 members 
Mstep: Class 39 contains 1061 members 
Mstep: Class 40 contains 858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235484656.000000 Penalty: 143876.984375
Iteration 153Q: 41 clusters Score -2.354847e+08 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 8631 members 
Mstep: Class 3 contains 16208 members 
Mstep: Class 4 contains 183948 members 
Mstep: Class 5 contains 318455 members 
Mstep: Class 6 contains 8852 members 
Mstep: Class 7 contains 232490 members 
Mstep: Class 8 contains 16155 members 
Mstep: Class 9 contains 10641 members 
Mstep: Class 10 contains 14464 members 
Mstep: Class 11 contains 7970 members 
Mstep: Class 12 contains 16824 members 
Mstep: Class 13 contains 471 members 
Mstep: Class 14 contains 3070 members 
Mstep: Class 15 contains 100558 members 
Mstep: Class 16 contains 193443 members 
Mstep: Class 17 contains 16946 members 
Mstep: Class 18 contains 84180 members 
Mstep: Class 19 contains 25047 members 
Mstep: Class 20 contains 48973 members 
Mstep: Class 21 contains 44413 members 
Mstep: Class 22 contains 55974 members 
Mstep: Class 23 contains 8814 members 
Mstep: Class 24 contains 32110 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12728 members 
Mstep: Class 27 contains 11084 members 
Mstep: Class 28 contains 5632 members 
Mstep: Class 29 contains 12450 members 
Mstep: Class 30 contains 2594 members 
Mstep: Class 31 contains 6700 members 
Mstep: Class 32 contains 10890 members 
Mstep: Class 33 contains 54993 members 
Mstep: Class 34 contains 12740 members 
Mstep: Class 35 contains 898 members 
Mstep: Class 36 contains 133696 members 
Mstep: Class 37 contains 246201 members 
Mstep: Class 38 contains 21917 members 
Mstep: Class 39 contains 1061 members 
Mstep: Class 40 contains 860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235485280.000000 Penalty: 143876.984375
Iteration 154Q: 41 clusters Score -2.354853e+08 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 8627 members 
Mstep: Class 3 contains 16199 members 
Mstep: Class 4 contains 183949 members 
Mstep: Class 5 contains 318559 members 
Mstep: Class 6 contains 8854 members 
Mstep: Class 7 contains 231980 members 
Mstep: Class 8 contains 16178 members 
Mstep: Class 9 contains 10644 members 
Mstep: Class 10 contains 14453 members 
Mstep: Class 11 contains 7945 members 
Mstep: Class 12 contains 16844 members 
Mstep: Class 13 contains 471 members 
Mstep: Class 14 contains 3068 members 
Mstep: Class 15 contains 100607 members 
Mstep: Class 16 contains 193416 members 
Mstep: Class 17 contains 16918 members 
Mstep: Class 18 contains 84165 members 
Mstep: Class 19 contains 25052 members 
Mstep: Class 20 contains 49748 members 
Mstep: Class 21 contains 44422 members 
Mstep: Class 22 contains 55887 members 
Mstep: Class 23 contains 8883 members 
Mstep: Class 24 contains 32082 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12721 members 
Mstep: Class 27 contains 11086 members 
Mstep: Class 28 contains 5636 members 
Mstep: Class 29 contains 12442 members 
Mstep: Class 30 contains 2613 members 
Mstep: Class 31 contains 6696 members 
Mstep: Class 32 contains 10887 members 
Mstep: Class 33 contains 54987 members 
Mstep: Class 34 contains 12813 members 
Mstep: Class 35 contains 898 members 
Mstep: Class 36 contains 133607 members 
Mstep: Class 37 contains 245910 members 
Mstep: Class 38 contains 21912 members 
Mstep: Class 39 contains 1061 members 
Mstep: Class 40 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235485456.000000 Penalty: 143876.984375
Iteration 155Q: 41 clusters Score -2.354855e+08 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 8626 members 
Mstep: Class 3 contains 16188 members 
Mstep: Class 4 contains 183949 members 
Mstep: Class 5 contains 318669 members 
Mstep: Class 6 contains 8854 members 
Mstep: Class 7 contains 231445 members 
Mstep: Class 8 contains 16204 members 
Mstep: Class 9 contains 10655 members 
Mstep: Class 10 contains 14445 members 
Mstep: Class 11 contains 7927 members 
Mstep: Class 12 contains 16861 members 
Mstep: Class 13 contains 471 members 
Mstep: Class 14 contains 3068 members 
Mstep: Class 15 contains 100650 members 
Mstep: Class 16 contains 193407 members 
Mstep: Class 17 contains 16882 members 
Mstep: Class 18 contains 84140 members 
Mstep: Class 19 contains 25039 members 
Mstep: Class 20 contains 50523 members 
Mstep: Class 21 contains 44422 members 
Mstep: Class 22 contains 55804 members 
Mstep: Class 23 contains 8951 members 
Mstep: Class 24 contains 32039 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12716 members 
Mstep: Class 27 contains 11088 members 
Mstep: Class 28 contains 5636 members 
Mstep: Class 29 contains 12438 members 
Mstep: Class 30 contains 2629 members 
Mstep: Class 31 contains 6696 members 
Mstep: Class 32 contains 10893 members 
Mstep: Class 33 contains 54980 members 
Mstep: Class 34 contains 12888 members 
Mstep: Class 35 contains 898 members 
Mstep: Class 36 contains 133531 members 
Mstep: Class 37 contains 245645 members 
Mstep: Class 38 contains 21902 members 
Mstep: Class 39 contains 1061 members 
Mstep: Class 40 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235485088.000000 Penalty: 143876.984375
Iteration 156Q: 41 clusters Score -2.354851e+08 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 8631 members 
Mstep: Class 3 contains 16171 members 
Mstep: Class 4 contains 183926 members 
Mstep: Class 5 contains 318791 members 
Mstep: Class 6 contains 8852 members 
Mstep: Class 7 contains 230905 members 
Mstep: Class 8 contains 16223 members 
Mstep: Class 9 contains 10666 members 
Mstep: Class 10 contains 14448 members 
Mstep: Class 11 contains 7915 members 
Mstep: Class 12 contains 16885 members 
Mstep: Class 13 contains 471 members 
Mstep: Class 14 contains 3067 members 
Mstep: Class 15 contains 100693 members 
Mstep: Class 16 contains 193378 members 
Mstep: Class 17 contains 16841 members 
Mstep: Class 18 contains 84129 members 
Mstep: Class 19 contains 25036 members 
Mstep: Class 20 contains 51221 members 
Mstep: Class 21 contains 44430 members 
Mstep: Class 22 contains 55704 members 
Mstep: Class 23 contains 9018 members 
Mstep: Class 24 contains 32005 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12720 members 
Mstep: Class 27 contains 11092 members 
Mstep: Class 28 contains 5639 members 
Mstep: Class 29 contains 12429 members 
Mstep: Class 30 contains 2653 members 
Mstep: Class 31 contains 6688 members 
Mstep: Class 32 contains 10898 members 
Mstep: Class 33 contains 54971 members 
Mstep: Class 34 contains 12970 members 
Mstep: Class 35 contains 898 members 
Mstep: Class 36 contains 133447 members 
Mstep: Class 37 contains 245460 members 
Mstep: Class 38 contains 21889 members 
Mstep: Class 39 contains 1061 members 
Mstep: Class 40 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235485904.000000 Penalty: 143876.984375
Iteration 157Q: 41 clusters Score -2.354859e+08 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 8634 members 
Mstep: Class 3 contains 16167 members 
Mstep: Class 4 contains 183903 members 
Mstep: Class 5 contains 318901 members 
Mstep: Class 6 contains 8853 members 
Mstep: Class 7 contains 230456 members 
Mstep: Class 8 contains 16235 members 
Mstep: Class 9 contains 10682 members 
Mstep: Class 10 contains 14436 members 
Mstep: Class 11 contains 7899 members 
Mstep: Class 12 contains 16917 members 
Mstep: Class 13 contains 471 members 
Mstep: Class 14 contains 3069 members 
Mstep: Class 15 contains 100727 members 
Mstep: Class 16 contains 193334 members 
Mstep: Class 17 contains 16806 members 
Mstep: Class 18 contains 84116 members 
Mstep: Class 19 contains 25041 members 
Mstep: Class 20 contains 51920 members 
Mstep: Class 21 contains 44425 members 
Mstep: Class 22 contains 55594 members 
Mstep: Class 23 contains 9092 members 
Mstep: Class 24 contains 31970 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12709 members 
Mstep: Class 27 contains 11095 members 
Mstep: Class 28 contains 5635 members 
Mstep: Class 29 contains 12422 members 
Mstep: Class 30 contains 2683 members 
Mstep: Class 31 contains 6696 members 
Mstep: Class 32 contains 10901 members 
Mstep: Class 33 contains 54964 members 
Mstep: Class 34 contains 13038 members 
Mstep: Class 35 contains 898 members 
Mstep: Class 36 contains 133371 members 
Mstep: Class 37 contains 245224 members 
Mstep: Class 38 contains 21875 members 
Mstep: Class 39 contains 1061 members 
Mstep: Class 40 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486144.000000 Penalty: 143876.984375
Iteration 158Q: 41 clusters Score -2.354861e+08 nChanged 2790
Entering ConstructFrom: 
Score: -235486144.000000 Penalty: 143876.984375
Entering ConstructFrom: 
Trying to split cluster 1 (6663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Entering Unmasked Estep 
Score: -813473.000000 Penalty: 2183.472656
	Iteration 0F: 2 clusters Score -813473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -807874.812500 Penalty: 4366.945312
	Iteration 0F: 3 clusters Score -807874.8 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -809516.625000 Penalty: 4366.945312
	Iteration 1F: 3 clusters Score -809516.6 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -809954.750000 Penalty: 4366.945312
	Iteration 2F: 3 clusters Score -809954.8 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -810409.312500 Penalty: 4366.945312
	Iteration 3F: 3 clusters Score -810409.3 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -810935.687500 Penalty: 4366.945312
	Iteration 4F: 3 clusters Score -810935.7 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -811477.437500 Penalty: 4366.945312
	Iteration 5F: 3 clusters Score -811477.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -811898.875000 Penalty: 4366.945312
	Iteration 6F: 3 clusters Score -811898.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -812213.375000 Penalty: 4366.945312
	Iteration 7F: 3 clusters Score -812213.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -812427.750000 Penalty: 4366.945312
	Iteration 8Q: 3 clusters Score -812427.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -812544.625000 Penalty: 4366.945312
	Iteration 9Q: 3 clusters Score -812544.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -812623.187500 Penalty: 4366.945312
	Iteration 10Q: 3 clusters Score -812623.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -812674.562500 Penalty: 4366.945312
	Iteration 11Q: 3 clusters Score -812674.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -812699.187500 Penalty: 4366.945312
	Iteration 12Q: 3 clusters Score -812699.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -812730.125000 Penalty: 4366.945312
	Iteration 13Q: 3 clusters Score -812730.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -812748.875000 Penalty: 4366.945312
	Iteration 14Q: 3 clusters Score -812748.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -812763.562500 Penalty: 4366.945312
	Iteration 15Q: 3 clusters Score -812763.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -812773.750000 Penalty: 4366.945312
	Iteration 16Q: 3 clusters Score -812773.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -812784.062500 Penalty: 4366.945312
	Iteration 17Q: 3 clusters Score -812784.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -812785.250000 Penalty: 4366.945312
	Iteration 18Q: 3 clusters Score -812785.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -812790.750000 Penalty: 4366.945312
	Iteration 19Q: 3 clusters Score -812790.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -812794.187500 Penalty: 4366.945312
	Iteration 20F: 3 clusters Score -812794.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -812798.250000 Penalty: 4366.945312
	Iteration 21Q: 3 clusters Score -812798.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -812800.687500 Penalty: 4366.945312
	Iteration 22Q: 3 clusters Score -812800.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -812802.812500 Penalty: 4366.945312
	Iteration 23Q: 3 clusters Score -812802.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -812804.125000 Penalty: 4366.945312
	Iteration 24Q: 3 clusters Score -812804.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -812809.187500 Penalty: 4366.945312
	Iteration 25Q: 3 clusters Score -812809.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -812807.187500 Penalty: 4366.945312
	Iteration 26Q: 3 clusters Score -812807.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -812807.187500 Penalty: 4366.945312
	Iteration 27F: 3 clusters Score -812807.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Entering Unmasked Estep 
Score: -981254.812500 Penalty: 2247.767578
	Iteration 0F: 2 clusters Score -981254.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -974483.000000 Penalty: 4495.535156
	Iteration 0F: 3 clusters Score -974483 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -976410.437500 Penalty: 4495.535156
	Iteration 1F: 3 clusters Score -976410.4 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -976793.062500 Penalty: 4495.535156
	Iteration 2F: 3 clusters Score -976793.1 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -977082.812500 Penalty: 4495.535156
	Iteration 3F: 3 clusters Score -977082.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -977313.562500 Penalty: 4495.535156
	Iteration 4F: 3 clusters Score -977313.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -977533.500000 Penalty: 4495.535156
	Iteration 5Q: 3 clusters Score -977533.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -977768.437500 Penalty: 4495.535156
	Iteration 6Q: 3 clusters Score -977768.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -978003.500000 Penalty: 4495.535156
	Iteration 7Q: 3 clusters Score -978003.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -978237.812500 Penalty: 4495.535156
	Iteration 8Q: 3 clusters Score -978237.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -978474.125000 Penalty: 4495.535156
	Iteration 9Q: 3 clusters Score -978474.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -978744.812500 Penalty: 4495.535156
	Iteration 10Q: 3 clusters Score -978744.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -979035.875000 Penalty: 4495.535156
	Iteration 11Q: 3 clusters Score -979035.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -979290.812500 Penalty: 4495.535156
	Iteration 12Q: 3 clusters Score -979290.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -979522.687500 Penalty: 4495.535156
	Iteration 13Q: 3 clusters Score -979522.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -979740.937500 Penalty: 4495.535156
	Iteration 14Q: 3 clusters Score -979740.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -979978.562500 Penalty: 4495.535156
	Iteration 15Q: 3 clusters Score -979978.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -980238.625000 Penalty: 4495.535156
	Iteration 16Q: 3 clusters Score -980238.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -980455.750000 Penalty: 4495.535156
	Iteration 17Q: 3 clusters Score -980455.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -980592.875000 Penalty: 4495.535156
	Iteration 18Q: 3 clusters Score -980592.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -980657.062500 Penalty: 4495.535156
	Iteration 19Q: 3 clusters Score -980657.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -980680.750000 Penalty: 4495.535156
	Iteration 20F: 3 clusters Score -980680.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -980698.625000 Penalty: 4495.535156
	Iteration 21Q: 3 clusters Score -980698.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -980711.375000 Penalty: 4495.535156
	Iteration 22Q: 3 clusters Score -980711.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -980719.812500 Penalty: 4495.535156
	Iteration 23Q: 3 clusters Score -980719.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -980727.125000 Penalty: 4495.535156
	Iteration 24Q: 3 clusters Score -980727.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -980729.187500 Penalty: 4495.535156
	Iteration 25Q: 3 clusters Score -980729.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -980732.812500 Penalty: 4495.535156
	Iteration 26Q: 3 clusters Score -980732.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -980736.562500 Penalty: 4495.535156
	Iteration 27Q: 3 clusters Score -980736.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -980736.812500 Penalty: 4495.535156
	Iteration 28Q: 3 clusters Score -980736.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -980735.375000 Penalty: 4495.535156
	Iteration 29Q: 3 clusters Score -980735.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -980735.062500 Penalty: 4495.535156
	Iteration 30Q: 3 clusters Score -980735.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -980739.312500 Penalty: 4495.535156
	Iteration 31Q: 3 clusters Score -980739.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -980740.125000 Penalty: 4495.535156
	Iteration 32Q: 3 clusters Score -980740.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -980738.625000 Penalty: 4495.535156
	Iteration 33Q: 3 clusters Score -980738.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -980738.625000 Penalty: 4495.535156
	Iteration 34F: 3 clusters Score -980738.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Entering Unmasked Estep 
Score: -1928352.875000 Penalty: 2403.177490
	Iteration 0F: 2 clusters Score -1928353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1916830.125000 Penalty: 4806.354980
	Iteration 0F: 3 clusters Score -1916830 nChanged 7011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1920591.250000 Penalty: 4806.354980
	Iteration 1F: 3 clusters Score -1920591 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1920942.875000 Penalty: 4806.354980
	Iteration 2F: 3 clusters Score -1920943 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1921264.625000 Penalty: 4806.354980
	Iteration 3Q: 3 clusters Score -1921265 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1921636.375000 Penalty: 4806.354980
	Iteration 4Q: 3 clusters Score -1921636 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1922083.875000 Penalty: 4806.354980
	Iteration 5Q: 3 clusters Score -1922084 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1922644.750000 Penalty: 4806.354980
	Iteration 6F: 3 clusters Score -1922645 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1923262.375000 Penalty: 4806.354980
	Iteration 7F: 3 clusters Score -1923262 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1923897.125000 Penalty: 4806.354980
	Iteration 8F: 3 clusters Score -1923897 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1924478.250000 Penalty: 4806.354980
	Iteration 9F: 3 clusters Score -1924478 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1924965.000000 Penalty: 4806.354980
	Iteration 10Q: 3 clusters Score -1924965 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1925363.250000 Penalty: 4806.354980
	Iteration 11Q: 3 clusters Score -1925363 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1925689.000000 Penalty: 4806.354980
	Iteration 12Q: 3 clusters Score -1925689 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1925999.375000 Penalty: 4806.354980
	Iteration 13Q: 3 clusters Score -1925999 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1926283.375000 Penalty: 4806.354980
	Iteration 14Q: 3 clusters Score -1926283 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1926502.125000 Penalty: 4806.354980
	Iteration 15Q: 3 clusters Score -1926502 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1926633.000000 Penalty: 4806.354980
	Iteration 16Q: 3 clusters Score -1926633 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1926707.000000 Penalty: 4806.354980
	Iteration 17Q: 3 clusters Score -1926707 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1926778.375000 Penalty: 4806.354980
	Iteration 18Q: 3 clusters Score -1926778 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1926802.625000 Penalty: 4806.354980
	Iteration 19Q: 3 clusters Score -1926803 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1926822.125000 Penalty: 4806.354980
	Iteration 20F: 3 clusters Score -1926822 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1926833.875000 Penalty: 4806.354980
	Iteration 21Q: 3 clusters Score -1926834 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1926839.250000 Penalty: 4806.354980
	Iteration 22Q: 3 clusters Score -1926839 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1926849.875000 Penalty: 4806.354980
	Iteration 23Q: 3 clusters Score -1926850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1926857.875000 Penalty: 4806.354980
	Iteration 24Q: 3 clusters Score -1926858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1926862.000000 Penalty: 4806.354980
	Iteration 25Q: 3 clusters Score -1926862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1926868.000000 Penalty: 4806.354980
	Iteration 26Q: 3 clusters Score -1926868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1926869.500000 Penalty: 4806.354980
	Iteration 27Q: 3 clusters Score -1926870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1926875.125000 Penalty: 4806.354980
	Iteration 28Q: 3 clusters Score -1926875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1926871.250000 Penalty: 4806.354980
	Iteration 29Q: 3 clusters Score -1926871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1926875.750000 Penalty: 4806.354980
	Iteration 30Q: 3 clusters Score -1926876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1926878.625000 Penalty: 4806.354980
	Iteration 31Q: 3 clusters Score -1926879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1926880.875000 Penalty: 4806.354980
	Iteration 32Q: 3 clusters Score -1926881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1926885.875000 Penalty: 4806.354980
	Iteration 33Q: 3 clusters Score -1926886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1926888.375000 Penalty: 4806.354980
	Iteration 34Q: 3 clusters Score -1926888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1926891.125000 Penalty: 4806.354980
	Iteration 35Q: 3 clusters Score -1926891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1926893.375000 Penalty: 4806.354980
	Iteration 36Q: 3 clusters Score -1926893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1926891.000000 Penalty: 4806.354980
	Iteration 37Q: 3 clusters Score -1926891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1926891.000000 Penalty: 4806.354980
	Iteration 38F: 3 clusters Score -1926891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (183892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183892 members 
Entering Unmasked Estep 
Score: -22444908.000000 Penalty: 3006.281738
	Iteration 0F: 2 clusters Score -2.244491e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91765 members 
Mstep: Class 2 contains 92127 members 
Entering Unmasked Estep 
Score: -22322964.000000 Penalty: 6012.563477
	Iteration 0F: 3 clusters Score -2.232296e+07 nChanged 88204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88895 members 
Mstep: Class 2 contains 94997 members 
Entering Unmasked Estep 
Score: -22374298.000000 Penalty: 6012.563477
	Iteration 1F: 3 clusters Score -2.23743e+07 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86530 members 
Mstep: Class 2 contains 97362 members 
Entering Unmasked Estep 
Score: -22375896.000000 Penalty: 6012.563477
	Iteration 2Q: 3 clusters Score -2.23759e+07 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82664 members 
Mstep: Class 2 contains 101228 members 
Entering Unmasked Estep 
Score: -22378300.000000 Penalty: 6012.563477
	Iteration 3Q: 3 clusters Score -2.23783e+07 nChanged 8383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76713 members 
Mstep: Class 2 contains 107179 members 
Entering Unmasked Estep 
Score: -22382040.000000 Penalty: 6012.563477
	Iteration 4Q: 3 clusters Score -2.238204e+07 nChanged 10494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68279 members 
Mstep: Class 2 contains 115613 members 
Entering Unmasked Estep 
Score: -22387798.000000 Penalty: 6012.563477
	Iteration 5F: 3 clusters Score -2.23878e+07 nChanged 12351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57514 members 
Mstep: Class 2 contains 126378 members 
Entering Unmasked Estep 
Score: -22396028.000000 Penalty: 6012.563477
	Iteration 6F: 3 clusters Score -2.239603e+07 nChanged 13587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44863 members 
Mstep: Class 2 contains 139029 members 
Entering Unmasked Estep 
Score: -22405550.000000 Penalty: 6012.563477
	Iteration 7F: 3 clusters Score -2.240555e+07 nChanged 13394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 152035 members 
Entering Unmasked Estep 
Score: -22416162.000000 Penalty: 6012.563477
	Iteration 8F: 3 clusters Score -2.241616e+07 nChanged 11897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 163820 members 
Entering Unmasked Estep 
Score: -22426276.000000 Penalty: 6012.563477
	Iteration 9F: 3 clusters Score -2.242628e+07 nChanged 9130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 172946 members 
Entering Unmasked Estep 
Score: -22433830.000000 Penalty: 6012.563477
	Iteration 10Q: 3 clusters Score -2.243383e+07 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 178654 members 
Entering Unmasked Estep 
Score: -22438416.000000 Penalty: 6012.563477
	Iteration 11Q: 3 clusters Score -2.243842e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 181563 members 
Entering Unmasked Estep 
Score: -22440714.000000 Penalty: 6012.563477
	Iteration 12Q: 3 clusters Score -2.244071e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 182781 members 
Entering Unmasked Estep 
Score: -22441666.000000 Penalty: 6012.563477
	Iteration 13Q: 3 clusters Score -2.244167e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 183195 members 
Entering Unmasked Estep 
Score: -22442042.000000 Penalty: 6012.563477
	Iteration 14Q: 3 clusters Score -2.244204e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 183326 members 
Entering Unmasked Estep 
Score: -22442192.000000 Penalty: 6012.563477
	Iteration 15Q: 3 clusters Score -2.244219e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 183401 members 
Entering Unmasked Estep 
Score: -22442262.000000 Penalty: 6012.563477
	Iteration 16Q: 3 clusters Score -2.244226e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 183444 members 
Entering Unmasked Estep 
Score: -22442304.000000 Penalty: 6012.563477
	Iteration 17Q: 3 clusters Score -2.24423e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 183469 members 
Entering Unmasked Estep 
Score: -22442348.000000 Penalty: 6012.563477
	Iteration 18Q: 3 clusters Score -2.244235e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 183484 members 
Entering Unmasked Estep 
Score: -22442374.000000 Penalty: 6012.563477
	Iteration 19Q: 3 clusters Score -2.244237e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 183496 members 
Entering Unmasked Estep 
Score: -22442390.000000 Penalty: 6012.563477
	Iteration 20F: 3 clusters Score -2.244239e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 183501 members 
Entering Unmasked Estep 
Score: -22442394.000000 Penalty: 6012.563477
	Iteration 21Q: 3 clusters Score -2.244239e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 183504 members 
Entering Unmasked Estep 
Score: -22442390.000000 Penalty: 6012.563477
	Iteration 22Q: 3 clusters Score -2.244239e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 183508 members 
Entering Unmasked Estep 
Score: -22442390.000000 Penalty: 6012.563477
	Iteration 23Q: 3 clusters Score -2.244239e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 183511 members 
Entering Unmasked Estep 
Score: -22442418.000000 Penalty: 6012.563477
	Iteration 24Q: 3 clusters Score -2.244242e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 183511 members 
Entering Unmasked Estep 
Score: -22442436.000000 Penalty: 6012.563477
	Iteration 25Q: 3 clusters Score -2.244244e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 183516 members 
Entering Unmasked Estep 
Score: -22442434.000000 Penalty: 6012.563477
	Iteration 26Q: 3 clusters Score -2.244243e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 183520 members 
Entering Unmasked Estep 
Score: -22442442.000000 Penalty: 6012.563477
	Iteration 27Q: 3 clusters Score -2.244244e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 183521 members 
Entering Unmasked Estep 
Score: -22442426.000000 Penalty: 6012.563477
	Iteration 28Q: 3 clusters Score -2.244243e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 183521 members 
Entering Unmasked Estep 
Score: -22442442.000000 Penalty: 6012.563477
	Iteration 29Q: 3 clusters Score -2.244244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 183521 members 
Entering Unmasked Estep 
Score: -22442446.000000 Penalty: 6012.563477
	Iteration 30Q: 3 clusters Score -2.244245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 183520 members 
Entering Unmasked Estep 
Score: -22442448.000000 Penalty: 6012.563477
	Iteration 31Q: 3 clusters Score -2.244245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 183519 members 
Entering Unmasked Estep 
Score: -22442472.000000 Penalty: 6012.563477
	Iteration 32Q: 3 clusters Score -2.244247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 183520 members 
Entering Unmasked Estep 
Score: -22442474.000000 Penalty: 6012.563477
	Iteration 33Q: 3 clusters Score -2.244247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 183520 members 
Entering Unmasked Estep 
Score: -22442468.000000 Penalty: 6012.563477
	Iteration 34Q: 3 clusters Score -2.244247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 183522 members 
Entering Unmasked Estep 
Score: -22442472.000000 Penalty: 6012.563477
	Iteration 35Q: 3 clusters Score -2.244247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 183523 members 
Entering Unmasked Estep 
Score: -22442480.000000 Penalty: 6012.563477
	Iteration 36Q: 3 clusters Score -2.244248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 183522 members 
Entering Unmasked Estep 
Score: -22442476.000000 Penalty: 6012.563477
	Iteration 37Q: 3 clusters Score -2.244248e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 183522 members 
Entering Unmasked Estep 
Score: -22442476.000000 Penalty: 6012.563477
	Iteration 38F: 3 clusters Score -2.244248e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (318972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318972 members 
Entering Unmasked Estep 
Score: -38824424.000000 Penalty: 3142.868896
	Iteration 0F: 2 clusters Score -3.882442e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159147 members 
Mstep: Class 2 contains 159825 members 
Entering Unmasked Estep 
Score: -38642228.000000 Penalty: 6285.737793
	Iteration 0F: 3 clusters Score -3.864223e+07 nChanged 154647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151082 members 
Mstep: Class 2 contains 167890 members 
Entering Unmasked Estep 
Score: -38734848.000000 Penalty: 6285.737793
	Iteration 1F: 3 clusters Score -3.873485e+07 nChanged 9269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146255 members 
Mstep: Class 2 contains 172717 members 
Entering Unmasked Estep 
Score: -38736640.000000 Penalty: 6285.737793
	Iteration 2Q: 3 clusters Score -3.873664e+07 nChanged 10812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138725 members 
Mstep: Class 2 contains 180247 members 
Entering Unmasked Estep 
Score: -38739712.000000 Penalty: 6285.737793
	Iteration 3Q: 3 clusters Score -3.873971e+07 nChanged 13760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127145 members 
Mstep: Class 2 contains 191827 members 
Entering Unmasked Estep 
Score: -38744776.000000 Penalty: 6285.737793
	Iteration 4Q: 3 clusters Score -3.874478e+07 nChanged 17941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110414 members 
Mstep: Class 2 contains 208558 members 
Entering Unmasked Estep 
Score: -38752248.000000 Penalty: 6285.737793
	Iteration 5F: 3 clusters Score -3.875225e+07 nChanged 22142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89010 members 
Mstep: Class 2 contains 229962 members 
Entering Unmasked Estep 
Score: -38762836.000000 Penalty: 6285.737793
	Iteration 6F: 3 clusters Score -3.876284e+07 nChanged 24450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64968 members 
Mstep: Class 2 contains 254004 members 
Entering Unmasked Estep 
Score: -38776472.000000 Penalty: 6285.737793
	Iteration 7F: 3 clusters Score -3.877647e+07 nChanged 22667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42477 members 
Mstep: Class 2 contains 276495 members 
Entering Unmasked Estep 
Score: -38791164.000000 Penalty: 6285.737793
	Iteration 8F: 3 clusters Score -3.879116e+07 nChanged 17157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 293584 members 
Entering Unmasked Estep 
Score: -38802788.000000 Penalty: 6285.737793
	Iteration 9F: 3 clusters Score -3.880279e+07 nChanged 10879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 304425 members 
Entering Unmasked Estep 
Score: -38810876.000000 Penalty: 6285.737793
	Iteration 10Q: 3 clusters Score -3.881088e+07 nChanged 6356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 310771 members 
Entering Unmasked Estep 
Score: -38815860.000000 Penalty: 6285.737793
	Iteration 11Q: 3 clusters Score -3.881586e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 314353 members 
Entering Unmasked Estep 
Score: -38818420.000000 Penalty: 6285.737793
	Iteration 12Q: 3 clusters Score -3.881842e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 316293 members 
Entering Unmasked Estep 
Score: -38819976.000000 Penalty: 6285.737793
	Iteration 13Q: 3 clusters Score -3.881998e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 317252 members 
Entering Unmasked Estep 
Score: -38820780.000000 Penalty: 6285.737793
	Iteration 14Q: 3 clusters Score -3.882078e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 317734 members 
Entering Unmasked Estep 
Score: -38821176.000000 Penalty: 6285.737793
	Iteration 15Q: 3 clusters Score -3.882118e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 317965 members 
Entering Unmasked Estep 
Score: -38821316.000000 Penalty: 6285.737793
	Iteration 16Q: 3 clusters Score -3.882132e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 318094 members 
Entering Unmasked Estep 
Score: -38821432.000000 Penalty: 6285.737793
	Iteration 17Q: 3 clusters Score -3.882143e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 318193 members 
Entering Unmasked Estep 
Score: -38821580.000000 Penalty: 6285.737793
	Iteration 18Q: 3 clusters Score -3.882158e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 318237 members 
Entering Unmasked Estep 
Score: -38821672.000000 Penalty: 6285.737793
	Iteration 19Q: 3 clusters Score -3.882167e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 318267 members 
Entering Unmasked Estep 
Score: -38821732.000000 Penalty: 6285.737793
	Iteration 20F: 3 clusters Score -3.882173e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 318293 members 
Entering Unmasked Estep 
Score: -38821756.000000 Penalty: 6285.737793
	Iteration 21Q: 3 clusters Score -3.882176e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 318304 members 
Entering Unmasked Estep 
Score: -38821780.000000 Penalty: 6285.737793
	Iteration 22Q: 3 clusters Score -3.882178e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 318310 members 
Entering Unmasked Estep 
Score: -38821772.000000 Penalty: 6285.737793
	Iteration 23Q: 3 clusters Score -3.882177e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 318318 members 
Entering Unmasked Estep 
Score: -38821788.000000 Penalty: 6285.737793
	Iteration 24Q: 3 clusters Score -3.882179e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 318321 members 
Entering Unmasked Estep 
Score: -38821800.000000 Penalty: 6285.737793
	Iteration 25Q: 3 clusters Score -3.88218e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 318326 members 
Entering Unmasked Estep 
Score: -38821796.000000 Penalty: 6285.737793
	Iteration 26Q: 3 clusters Score -3.88218e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 318330 members 
Entering Unmasked Estep 
Score: -38821796.000000 Penalty: 6285.737793
	Iteration 27Q: 3 clusters Score -3.88218e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 318339 members 
Entering Unmasked Estep 
Score: -38821788.000000 Penalty: 6285.737793
	Iteration 28Q: 3 clusters Score -3.882179e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 318348 members 
Entering Unmasked Estep 
Score: -38821820.000000 Penalty: 6285.737793
	Iteration 29Q: 3 clusters Score -3.882182e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 318353 members 
Entering Unmasked Estep 
Score: -38821812.000000 Penalty: 6285.737793
	Iteration 30Q: 3 clusters Score -3.882181e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 318353 members 
Entering Unmasked Estep 
Score: -38821812.000000 Penalty: 6285.737793
	Iteration 31Q: 3 clusters Score -3.882181e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 318352 members 
Entering Unmasked Estep 
Score: -38821804.000000 Penalty: 6285.737793
	Iteration 32Q: 3 clusters Score -3.88218e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 318353 members 
Entering Unmasked Estep 
Score: -38821800.000000 Penalty: 6285.737793
	Iteration 33Q: 3 clusters Score -3.88218e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 318354 members 
Entering Unmasked Estep 
Score: -38821792.000000 Penalty: 6285.737793
	Iteration 34Q: 3 clusters Score -3.882179e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 318352 members 
Entering Unmasked Estep 
Score: -38821808.000000 Penalty: 6285.737793
	Iteration 35Q: 3 clusters Score -3.882181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 318351 members 
Entering Unmasked Estep 
Score: -38821820.000000 Penalty: 6285.737793
	Iteration 36Q: 3 clusters Score -3.882182e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 318351 members 
Entering Unmasked Estep 
Score: -38821820.000000 Penalty: 6285.737793
	Iteration 37F: 3 clusters Score -3.882182e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Entering Unmasked Estep 
Score: -1058589.250000 Penalty: 2253.979004
	Iteration 0F: 2 clusters Score -1058589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1051608.375000 Penalty: 4507.958008
	Iteration 0F: 3 clusters Score -1051608 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1053661.375000 Penalty: 4507.958008
	Iteration 1F: 3 clusters Score -1053661 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1054104.000000 Penalty: 4507.958008
	Iteration 2F: 3 clusters Score -1054104 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1054638.750000 Penalty: 4507.958008
	Iteration 3F: 3 clusters Score -1054639 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1055333.125000 Penalty: 4507.958008
	Iteration 4F: 3 clusters Score -1055333 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1056278.500000 Penalty: 4507.958008
	Iteration 5F: 3 clusters Score -1056278 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1057091.250000 Penalty: 4507.958008
	Iteration 6F: 3 clusters Score -1057091 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1057566.625000 Penalty: 4507.958008
	Iteration 7F: 3 clusters Score -1057567 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1057830.500000 Penalty: 4507.958008
	Iteration 8Q: 3 clusters Score -1057830 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1057976.625000 Penalty: 4507.958008
	Iteration 9Q: 3 clusters Score -1057977 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1058040.125000 Penalty: 4507.958008
	Iteration 10Q: 3 clusters Score -1058040 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1058075.750000 Penalty: 4507.958008
	Iteration 11Q: 3 clusters Score -1058076 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1058094.875000 Penalty: 4507.958008
	Iteration 12Q: 3 clusters Score -1058095 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1058110.875000 Penalty: 4507.958008
	Iteration 13Q: 3 clusters Score -1058111 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1058121.875000 Penalty: 4507.958008
	Iteration 14Q: 3 clusters Score -1058122 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1058128.125000 Penalty: 4507.958008
	Iteration 15Q: 3 clusters Score -1058128 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1058134.750000 Penalty: 4507.958008
	Iteration 16Q: 3 clusters Score -1058135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1058132.250000 Penalty: 4507.958008
	Iteration 17Q: 3 clusters Score -1058132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1058135.375000 Penalty: 4507.958008
	Iteration 18Q: 3 clusters Score -1058135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1058137.125000 Penalty: 4507.958008
	Iteration 19Q: 3 clusters Score -1058137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1058139.000000 Penalty: 4507.958008
	Iteration 20F: 3 clusters Score -1058139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1058139.875000 Penalty: 4507.958008
	Iteration 21Q: 3 clusters Score -1058140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1058141.125000 Penalty: 4507.958008
	Iteration 22Q: 3 clusters Score -1058141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1058142.000000 Penalty: 4507.958008
	Iteration 23Q: 3 clusters Score -1058142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1058141.125000 Penalty: 4507.958008
	Iteration 24Q: 3 clusters Score -1058141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1058140.125000 Penalty: 4507.958008
	Iteration 25Q: 3 clusters Score -1058140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1058139.875000 Penalty: 4507.958008
	Iteration 26Q: 3 clusters Score -1058140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1058139.625000 Penalty: 4507.958008
	Iteration 27Q: 3 clusters Score -1058140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1058143.125000 Penalty: 4507.958008
	Iteration 28Q: 3 clusters Score -1058143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1058144.750000 Penalty: 4507.958008
	Iteration 29Q: 3 clusters Score -1058145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1058143.375000 Penalty: 4507.958008
	Iteration 30Q: 3 clusters Score -1058143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1058147.125000 Penalty: 4507.958008
	Iteration 31Q: 3 clusters Score -1058147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1058146.625000 Penalty: 4507.958008
	Iteration 32Q: 3 clusters Score -1058147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1058148.125000 Penalty: 4507.958008
	Iteration 33Q: 3 clusters Score -1058148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1058147.750000 Penalty: 4507.958008
	Iteration 34Q: 3 clusters Score -1058148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1058148.250000 Penalty: 4507.958008
	Iteration 35Q: 3 clusters Score -1058148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1058148.250000 Penalty: 4507.958008
	Iteration 36F: 3 clusters Score -1058148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (230027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230027 members 
Entering Unmasked Estep 
Score: -28411236.000000 Penalty: 3061.796143
	Iteration 0F: 2 clusters Score -2.841124e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114892 members 
Mstep: Class 2 contains 115135 members 
Entering Unmasked Estep 
Score: -28263772.000000 Penalty: 6123.592285
	Iteration 0F: 3 clusters Score -2.826377e+07 nChanged 110983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113431 members 
Mstep: Class 2 contains 116596 members 
Entering Unmasked Estep 
Score: -28329562.000000 Penalty: 6123.592285
	Iteration 1F: 3 clusters Score -2.832956e+07 nChanged 7535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113094 members 
Mstep: Class 2 contains 116933 members 
Entering Unmasked Estep 
Score: -28331868.000000 Penalty: 6123.592285
	Iteration 2Q: 3 clusters Score -2.833187e+07 nChanged 8470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112956 members 
Mstep: Class 2 contains 117071 members 
Entering Unmasked Estep 
Score: -28334664.000000 Penalty: 6123.592285
	Iteration 3Q: 3 clusters Score -2.833466e+07 nChanged 10028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113130 members 
Mstep: Class 2 contains 116897 members 
Entering Unmasked Estep 
Score: -28339080.000000 Penalty: 6123.592285
	Iteration 4Q: 3 clusters Score -2.833908e+07 nChanged 12140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113546 members 
Mstep: Class 2 contains 116481 members 
Entering Unmasked Estep 
Score: -28345810.000000 Penalty: 6123.592285
	Iteration 5F: 3 clusters Score -2.834581e+07 nChanged 14381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114473 members 
Mstep: Class 2 contains 115554 members 
Entering Unmasked Estep 
Score: -28355800.000000 Penalty: 6123.592285
	Iteration 6F: 3 clusters Score -2.83558e+07 nChanged 15996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115957 members 
Mstep: Class 2 contains 114070 members 
Entering Unmasked Estep 
Score: -28368516.000000 Penalty: 6123.592285
	Iteration 7F: 3 clusters Score -2.836852e+07 nChanged 15620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117701 members 
Mstep: Class 2 contains 112326 members 
Entering Unmasked Estep 
Score: -28380800.000000 Penalty: 6123.592285
	Iteration 8F: 3 clusters Score -2.83808e+07 nChanged 13122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119485 members 
Mstep: Class 2 contains 110542 members 
Entering Unmasked Estep 
Score: -28389024.000000 Penalty: 6123.592285
	Iteration 9F: 3 clusters Score -2.838902e+07 nChanged 8772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120861 members 
Mstep: Class 2 contains 109166 members 
Entering Unmasked Estep 
Score: -28393326.000000 Penalty: 6123.592285
	Iteration 10Q: 3 clusters Score -2.839333e+07 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121932 members 
Mstep: Class 2 contains 108095 members 
Entering Unmasked Estep 
Score: -28395770.000000 Penalty: 6123.592285
	Iteration 11Q: 3 clusters Score -2.839577e+07 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122830 members 
Mstep: Class 2 contains 107197 members 
Entering Unmasked Estep 
Score: -28397912.000000 Penalty: 6123.592285
	Iteration 12Q: 3 clusters Score -2.839791e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123467 members 
Mstep: Class 2 contains 106560 members 
Entering Unmasked Estep 
Score: -28399260.000000 Penalty: 6123.592285
	Iteration 13Q: 3 clusters Score -2.839926e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124022 members 
Mstep: Class 2 contains 106005 members 
Entering Unmasked Estep 
Score: -28400458.000000 Penalty: 6123.592285
	Iteration 14Q: 3 clusters Score -2.840046e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124575 members 
Mstep: Class 2 contains 105452 members 
Entering Unmasked Estep 
Score: -28401192.000000 Penalty: 6123.592285
	Iteration 15Q: 3 clusters Score -2.840119e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125065 members 
Mstep: Class 2 contains 104962 members 
Entering Unmasked Estep 
Score: -28401974.000000 Penalty: 6123.592285
	Iteration 16Q: 3 clusters Score -2.840197e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125582 members 
Mstep: Class 2 contains 104445 members 
Entering Unmasked Estep 
Score: -28402742.000000 Penalty: 6123.592285
	Iteration 17Q: 3 clusters Score -2.840274e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126059 members 
Mstep: Class 2 contains 103968 members 
Entering Unmasked Estep 
Score: -28403184.000000 Penalty: 6123.592285
	Iteration 18Q: 3 clusters Score -2.840318e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126504 members 
Mstep: Class 2 contains 103523 members 
Entering Unmasked Estep 
Score: -28403368.000000 Penalty: 6123.592285
	Iteration 19Q: 3 clusters Score -2.840337e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126926 members 
Mstep: Class 2 contains 103101 members 
Entering Unmasked Estep 
Score: -28403694.000000 Penalty: 6123.592285
	Iteration 20F: 3 clusters Score -2.840369e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127360 members 
Mstep: Class 2 contains 102667 members 
Entering Unmasked Estep 
Score: -28403924.000000 Penalty: 6123.592285
	Iteration 21Q: 3 clusters Score -2.840392e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127797 members 
Mstep: Class 2 contains 102230 members 
Entering Unmasked Estep 
Score: -28403986.000000 Penalty: 6123.592285
	Iteration 22Q: 3 clusters Score -2.840399e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128252 members 
Mstep: Class 2 contains 101775 members 
Entering Unmasked Estep 
Score: -28404096.000000 Penalty: 6123.592285
	Iteration 23Q: 3 clusters Score -2.84041e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128696 members 
Mstep: Class 2 contains 101331 members 
Entering Unmasked Estep 
Score: -28404140.000000 Penalty: 6123.592285
	Iteration 24Q: 3 clusters Score -2.840414e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129100 members 
Mstep: Class 2 contains 100927 members 
Entering Unmasked Estep 
Score: -28404154.000000 Penalty: 6123.592285
	Iteration 25Q: 3 clusters Score -2.840415e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129490 members 
Mstep: Class 2 contains 100537 members 
Entering Unmasked Estep 
Score: -28404218.000000 Penalty: 6123.592285
	Iteration 26Q: 3 clusters Score -2.840422e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129862 members 
Mstep: Class 2 contains 100165 members 
Entering Unmasked Estep 
Score: -28404260.000000 Penalty: 6123.592285
	Iteration 27Q: 3 clusters Score -2.840426e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130211 members 
Mstep: Class 2 contains 99816 members 
Entering Unmasked Estep 
Score: -28404356.000000 Penalty: 6123.592285
	Iteration 28Q: 3 clusters Score -2.840436e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130533 members 
Mstep: Class 2 contains 99494 members 
Entering Unmasked Estep 
Score: -28404438.000000 Penalty: 6123.592285
	Iteration 29Q: 3 clusters Score -2.840444e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130899 members 
Mstep: Class 2 contains 99128 members 
Entering Unmasked Estep 
Score: -28404554.000000 Penalty: 6123.592285
	Iteration 30Q: 3 clusters Score -2.840455e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131238 members 
Mstep: Class 2 contains 98789 members 
Entering Unmasked Estep 
Score: -28404656.000000 Penalty: 6123.592285
	Iteration 31Q: 3 clusters Score -2.840466e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131551 members 
Mstep: Class 2 contains 98476 members 
Entering Unmasked Estep 
Score: -28404632.000000 Penalty: 6123.592285
	Iteration 32Q: 3 clusters Score -2.840463e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131853 members 
Mstep: Class 2 contains 98174 members 
Entering Unmasked Estep 
Score: -28404572.000000 Penalty: 6123.592285
	Iteration 33Q: 3 clusters Score -2.840457e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132152 members 
Mstep: Class 2 contains 97875 members 
Entering Unmasked Estep 
Score: -28404618.000000 Penalty: 6123.592285
	Iteration 34Q: 3 clusters Score -2.840462e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132477 members 
Mstep: Class 2 contains 97550 members 
Entering Unmasked Estep 
Score: -28404584.000000 Penalty: 6123.592285
	Iteration 35Q: 3 clusters Score -2.840458e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132849 members 
Mstep: Class 2 contains 97178 members 
Entering Unmasked Estep 
Score: -28404678.000000 Penalty: 6123.592285
	Iteration 36Q: 3 clusters Score -2.840468e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133200 members 
Mstep: Class 2 contains 96827 members 
Entering Unmasked Estep 
Score: -28404688.000000 Penalty: 6123.592285
	Iteration 37Q: 3 clusters Score -2.840469e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133513 members 
Mstep: Class 2 contains 96514 members 
Entering Unmasked Estep 
Score: -28404652.000000 Penalty: 6123.592285
	Iteration 38Q: 3 clusters Score -2.840465e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133826 members 
Mstep: Class 2 contains 96201 members 
Entering Unmasked Estep 
Score: -28404684.000000 Penalty: 6123.592285
	Iteration 39Q: 3 clusters Score -2.840468e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134117 members 
Mstep: Class 2 contains 95910 members 
Entering Unmasked Estep 
Score: -28404638.000000 Penalty: 6123.592285
	Iteration 40F: 3 clusters Score -2.840464e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134401 members 
Mstep: Class 2 contains 95626 members 
Entering Unmasked Estep 
Score: -28404644.000000 Penalty: 6123.592285
	Iteration 41Q: 3 clusters Score -2.840464e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134671 members 
Mstep: Class 2 contains 95356 members 
Entering Unmasked Estep 
Score: -28404628.000000 Penalty: 6123.592285
	Iteration 42Q: 3 clusters Score -2.840463e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134939 members 
Mstep: Class 2 contains 95088 members 
Entering Unmasked Estep 
Score: -28404662.000000 Penalty: 6123.592285
	Iteration 43Q: 3 clusters Score -2.840466e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135214 members 
Mstep: Class 2 contains 94813 members 
Entering Unmasked Estep 
Score: -28404696.000000 Penalty: 6123.592285
	Iteration 44Q: 3 clusters Score -2.84047e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135484 members 
Mstep: Class 2 contains 94543 members 
Entering Unmasked Estep 
Score: -28404686.000000 Penalty: 6123.592285
	Iteration 45Q: 3 clusters Score -2.840469e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135757 members 
Mstep: Class 2 contains 94270 members 
Entering Unmasked Estep 
Score: -28404702.000000 Penalty: 6123.592285
	Iteration 46Q: 3 clusters Score -2.84047e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136036 members 
Mstep: Class 2 contains 93991 members 
Entering Unmasked Estep 
Score: -28404672.000000 Penalty: 6123.592285
	Iteration 47Q: 3 clusters Score -2.840467e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136334 members 
Mstep: Class 2 contains 93693 members 
Entering Unmasked Estep 
Score: -28404694.000000 Penalty: 6123.592285
	Iteration 48Q: 3 clusters Score -2.840469e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136646 members 
Mstep: Class 2 contains 93381 members 
Entering Unmasked Estep 
Score: -28404738.000000 Penalty: 6123.592285
	Iteration 49Q: 3 clusters Score -2.840474e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136932 members 
Mstep: Class 2 contains 93095 members 
Entering Unmasked Estep 
Score: -28404744.000000 Penalty: 6123.592285
	Iteration 50Q: 3 clusters Score -2.840474e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137208 members 
Mstep: Class 2 contains 92819 members 
Entering Unmasked Estep 
Score: -28404756.000000 Penalty: 6123.592285
	Iteration 51Q: 3 clusters Score -2.840476e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137522 members 
Mstep: Class 2 contains 92505 members 
Entering Unmasked Estep 
Score: -28404852.000000 Penalty: 6123.592285
	Iteration 52Q: 3 clusters Score -2.840485e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137851 members 
Mstep: Class 2 contains 92176 members 
Entering Unmasked Estep 
Score: -28404806.000000 Penalty: 6123.592285
	Iteration 53Q: 3 clusters Score -2.840481e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138206 members 
Mstep: Class 2 contains 91821 members 
Entering Unmasked Estep 
Score: -28404840.000000 Penalty: 6123.592285
	Iteration 54Q: 3 clusters Score -2.840484e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138596 members 
Mstep: Class 2 contains 91431 members 
Entering Unmasked Estep 
Score: -28404846.000000 Penalty: 6123.592285
	Iteration 55Q: 3 clusters Score -2.840485e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138966 members 
Mstep: Class 2 contains 91061 members 
Entering Unmasked Estep 
Score: -28404898.000000 Penalty: 6123.592285
	Iteration 56Q: 3 clusters Score -2.84049e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139373 members 
Mstep: Class 2 contains 90654 members 
Entering Unmasked Estep 
Score: -28404828.000000 Penalty: 6123.592285
	Iteration 57Q: 3 clusters Score -2.840483e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139802 members 
Mstep: Class 2 contains 90225 members 
Entering Unmasked Estep 
Score: -28404932.000000 Penalty: 6123.592285
	Iteration 58Q: 3 clusters Score -2.840493e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140262 members 
Mstep: Class 2 contains 89765 members 
Entering Unmasked Estep 
Score: -28404856.000000 Penalty: 6123.592285
	Iteration 59Q: 3 clusters Score -2.840486e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140724 members 
Mstep: Class 2 contains 89303 members 
Entering Unmasked Estep 
Score: -28405010.000000 Penalty: 6123.592285
	Iteration 60F: 3 clusters Score -2.840501e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141211 members 
Mstep: Class 2 contains 88816 members 
Entering Unmasked Estep 
Score: -28404944.000000 Penalty: 6123.592285
	Iteration 61Q: 3 clusters Score -2.840494e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141679 members 
Mstep: Class 2 contains 88348 members 
Entering Unmasked Estep 
Score: -28405006.000000 Penalty: 6123.592285
	Iteration 62Q: 3 clusters Score -2.840501e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142206 members 
Mstep: Class 2 contains 87821 members 
Entering Unmasked Estep 
Score: -28405034.000000 Penalty: 6123.592285
	Iteration 63Q: 3 clusters Score -2.840503e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142720 members 
Mstep: Class 2 contains 87307 members 
Entering Unmasked Estep 
Score: -28405000.000000 Penalty: 6123.592285
	Iteration 64Q: 3 clusters Score -2.8405e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143258 members 
Mstep: Class 2 contains 86769 members 
Entering Unmasked Estep 
Score: -28405100.000000 Penalty: 6123.592285
	Iteration 65Q: 3 clusters Score -2.84051e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143794 members 
Mstep: Class 2 contains 86233 members 
Entering Unmasked Estep 
Score: -28405104.000000 Penalty: 6123.592285
	Iteration 66Q: 3 clusters Score -2.84051e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144358 members 
Mstep: Class 2 contains 85669 members 
Entering Unmasked Estep 
Score: -28405210.000000 Penalty: 6123.592285
	Iteration 67Q: 3 clusters Score -2.840521e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144940 members 
Mstep: Class 2 contains 85087 members 
Entering Unmasked Estep 
Score: -28405188.000000 Penalty: 6123.592285
	Iteration 68Q: 3 clusters Score -2.840519e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145489 members 
Mstep: Class 2 contains 84538 members 
Entering Unmasked Estep 
Score: -28405310.000000 Penalty: 6123.592285
	Iteration 69Q: 3 clusters Score -2.840531e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146065 members 
Mstep: Class 2 contains 83962 members 
Entering Unmasked Estep 
Score: -28405242.000000 Penalty: 6123.592285
	Iteration 70Q: 3 clusters Score -2.840524e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146609 members 
Mstep: Class 2 contains 83418 members 
Entering Unmasked Estep 
Score: -28405320.000000 Penalty: 6123.592285
	Iteration 71Q: 3 clusters Score -2.840532e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147149 members 
Mstep: Class 2 contains 82878 members 
Entering Unmasked Estep 
Score: -28405364.000000 Penalty: 6123.592285
	Iteration 72Q: 3 clusters Score -2.840536e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147690 members 
Mstep: Class 2 contains 82337 members 
Entering Unmasked Estep 
Score: -28405342.000000 Penalty: 6123.592285
	Iteration 73Q: 3 clusters Score -2.840534e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148213 members 
Mstep: Class 2 contains 81814 members 
Entering Unmasked Estep 
Score: -28405336.000000 Penalty: 6123.592285
	Iteration 74Q: 3 clusters Score -2.840534e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148743 members 
Mstep: Class 2 contains 81284 members 
Entering Unmasked Estep 
Score: -28405354.000000 Penalty: 6123.592285
	Iteration 75Q: 3 clusters Score -2.840535e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149281 members 
Mstep: Class 2 contains 80746 members 
Entering Unmasked Estep 
Score: -28405340.000000 Penalty: 6123.592285
	Iteration 76Q: 3 clusters Score -2.840534e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149844 members 
Mstep: Class 2 contains 80183 members 
Entering Unmasked Estep 
Score: -28405394.000000 Penalty: 6123.592285
	Iteration 77Q: 3 clusters Score -2.840539e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150397 members 
Mstep: Class 2 contains 79630 members 
Entering Unmasked Estep 
Score: -28405424.000000 Penalty: 6123.592285
	Iteration 78Q: 3 clusters Score -2.840542e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150944 members 
Mstep: Class 2 contains 79083 members 
Entering Unmasked Estep 
Score: -28405426.000000 Penalty: 6123.592285
	Iteration 79Q: 3 clusters Score -2.840543e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151536 members 
Mstep: Class 2 contains 78491 members 
Entering Unmasked Estep 
Score: -28405422.000000 Penalty: 6123.592285
	Iteration 80F: 3 clusters Score -2.840542e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152110 members 
Mstep: Class 2 contains 77917 members 
Entering Unmasked Estep 
Score: -28405434.000000 Penalty: 6123.592285
	Iteration 81Q: 3 clusters Score -2.840543e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152710 members 
Mstep: Class 2 contains 77317 members 
Entering Unmasked Estep 
Score: -28405536.000000 Penalty: 6123.592285
	Iteration 82Q: 3 clusters Score -2.840554e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153324 members 
Mstep: Class 2 contains 76703 members 
Entering Unmasked Estep 
Score: -28405612.000000 Penalty: 6123.592285
	Iteration 83Q: 3 clusters Score -2.840561e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153975 members 
Mstep: Class 2 contains 76052 members 
Entering Unmasked Estep 
Score: -28405566.000000 Penalty: 6123.592285
	Iteration 84Q: 3 clusters Score -2.840557e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154645 members 
Mstep: Class 2 contains 75382 members 
Entering Unmasked Estep 
Score: -28405608.000000 Penalty: 6123.592285
	Iteration 85Q: 3 clusters Score -2.840561e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155300 members 
Mstep: Class 2 contains 74727 members 
Entering Unmasked Estep 
Score: -28405694.000000 Penalty: 6123.592285
	Iteration 86Q: 3 clusters Score -2.840569e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156017 members 
Mstep: Class 2 contains 74010 members 
Entering Unmasked Estep 
Score: -28405792.000000 Penalty: 6123.592285
	Iteration 87Q: 3 clusters Score -2.840579e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156765 members 
Mstep: Class 2 contains 73262 members 
Entering Unmasked Estep 
Score: -28405898.000000 Penalty: 6123.592285
	Iteration 88Q: 3 clusters Score -2.84059e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157560 members 
Mstep: Class 2 contains 72467 members 
Entering Unmasked Estep 
Score: -28405988.000000 Penalty: 6123.592285
	Iteration 89Q: 3 clusters Score -2.840599e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158353 members 
Mstep: Class 2 contains 71674 members 
Entering Unmasked Estep 
Score: -28405996.000000 Penalty: 6123.592285
	Iteration 90Q: 3 clusters Score -2.8406e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159138 members 
Mstep: Class 2 contains 70889 members 
Entering Unmasked Estep 
Score: -28406076.000000 Penalty: 6123.592285
	Iteration 91Q: 3 clusters Score -2.840608e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159934 members 
Mstep: Class 2 contains 70093 members 
Entering Unmasked Estep 
Score: -28406248.000000 Penalty: 6123.592285
	Iteration 92Q: 3 clusters Score -2.840625e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160759 members 
Mstep: Class 2 contains 69268 members 
Entering Unmasked Estep 
Score: -28406284.000000 Penalty: 6123.592285
	Iteration 93Q: 3 clusters Score -2.840628e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161597 members 
Mstep: Class 2 contains 68430 members 
Entering Unmasked Estep 
Score: -28406228.000000 Penalty: 6123.592285
	Iteration 94Q: 3 clusters Score -2.840623e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162477 members 
Mstep: Class 2 contains 67550 members 
Entering Unmasked Estep 
Score: -28406250.000000 Penalty: 6123.592285
	Iteration 95Q: 3 clusters Score -2.840625e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163386 members 
Mstep: Class 2 contains 66641 members 
Entering Unmasked Estep 
Score: -28406234.000000 Penalty: 6123.592285
	Iteration 96Q: 3 clusters Score -2.840623e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164327 members 
Mstep: Class 2 contains 65700 members 
Entering Unmasked Estep 
Score: -28406312.000000 Penalty: 6123.592285
	Iteration 97Q: 3 clusters Score -2.840631e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165290 members 
Mstep: Class 2 contains 64737 members 
Entering Unmasked Estep 
Score: -28406330.000000 Penalty: 6123.592285
	Iteration 98Q: 3 clusters Score -2.840633e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166244 members 
Mstep: Class 2 contains 63783 members 
Entering Unmasked Estep 
Score: -28406464.000000 Penalty: 6123.592285
	Iteration 99Q: 3 clusters Score -2.840646e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167240 members 
Mstep: Class 2 contains 62787 members 
Entering Unmasked Estep 
Score: -28406538.000000 Penalty: 6123.592285
	Iteration 100F: 3 clusters Score -2.840654e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168246 members 
Mstep: Class 2 contains 61781 members 
Entering Unmasked Estep 
Score: -28406660.000000 Penalty: 6123.592285
	Iteration 101Q: 3 clusters Score -2.840666e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169340 members 
Mstep: Class 2 contains 60687 members 
Entering Unmasked Estep 
Score: -28406750.000000 Penalty: 6123.592285
	Iteration 102Q: 3 clusters Score -2.840675e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170460 members 
Mstep: Class 2 contains 59567 members 
Entering Unmasked Estep 
Score: -28406866.000000 Penalty: 6123.592285
	Iteration 103Q: 3 clusters Score -2.840687e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171518 members 
Mstep: Class 2 contains 58509 members 
Entering Unmasked Estep 
Score: -28406914.000000 Penalty: 6123.592285
	Iteration 104Q: 3 clusters Score -2.840691e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172576 members 
Mstep: Class 2 contains 57451 members 
Entering Unmasked Estep 
Score: -28406962.000000 Penalty: 6123.592285
	Iteration 105Q: 3 clusters Score -2.840696e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173643 members 
Mstep: Class 2 contains 56384 members 
Entering Unmasked Estep 
Score: -28406846.000000 Penalty: 6123.592285
	Iteration 106Q: 3 clusters Score -2.840685e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174690 members 
Mstep: Class 2 contains 55337 members 
Entering Unmasked Estep 
Score: -28406944.000000 Penalty: 6123.592285
	Iteration 107Q: 3 clusters Score -2.840694e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175774 members 
Mstep: Class 2 contains 54253 members 
Entering Unmasked Estep 
Score: -28406986.000000 Penalty: 6123.592285
	Iteration 108Q: 3 clusters Score -2.840699e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176835 members 
Mstep: Class 2 contains 53192 members 
Entering Unmasked Estep 
Score: -28407008.000000 Penalty: 6123.592285
	Iteration 109Q: 3 clusters Score -2.840701e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177923 members 
Mstep: Class 2 contains 52104 members 
Entering Unmasked Estep 
Score: -28407026.000000 Penalty: 6123.592285
	Iteration 110Q: 3 clusters Score -2.840703e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178991 members 
Mstep: Class 2 contains 51036 members 
Entering Unmasked Estep 
Score: -28406984.000000 Penalty: 6123.592285
	Iteration 111Q: 3 clusters Score -2.840698e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180070 members 
Mstep: Class 2 contains 49957 members 
Entering Unmasked Estep 
Score: -28406950.000000 Penalty: 6123.592285
	Iteration 112Q: 3 clusters Score -2.840695e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181113 members 
Mstep: Class 2 contains 48914 members 
Entering Unmasked Estep 
Score: -28407048.000000 Penalty: 6123.592285
	Iteration 113Q: 3 clusters Score -2.840705e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182153 members 
Mstep: Class 2 contains 47874 members 
Entering Unmasked Estep 
Score: -28407070.000000 Penalty: 6123.592285
	Iteration 114Q: 3 clusters Score -2.840707e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183143 members 
Mstep: Class 2 contains 46884 members 
Entering Unmasked Estep 
Score: -28407092.000000 Penalty: 6123.592285
	Iteration 115Q: 3 clusters Score -2.840709e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184095 members 
Mstep: Class 2 contains 45932 members 
Entering Unmasked Estep 
Score: -28407086.000000 Penalty: 6123.592285
	Iteration 116Q: 3 clusters Score -2.840709e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185012 members 
Mstep: Class 2 contains 45015 members 
Entering Unmasked Estep 
Score: -28407202.000000 Penalty: 6123.592285
	Iteration 117Q: 3 clusters Score -2.84072e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185977 members 
Mstep: Class 2 contains 44050 members 
Entering Unmasked Estep 
Score: -28407252.000000 Penalty: 6123.592285
	Iteration 118Q: 3 clusters Score -2.840725e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186850 members 
Mstep: Class 2 contains 43177 members 
Entering Unmasked Estep 
Score: -28407322.000000 Penalty: 6123.592285
	Iteration 119Q: 3 clusters Score -2.840732e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187735 members 
Mstep: Class 2 contains 42292 members 
Entering Unmasked Estep 
Score: -28407272.000000 Penalty: 6123.592285
	Iteration 120F: 3 clusters Score -2.840727e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188636 members 
Mstep: Class 2 contains 41391 members 
Entering Unmasked Estep 
Score: -28407282.000000 Penalty: 6123.592285
	Iteration 121Q: 3 clusters Score -2.840728e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189531 members 
Mstep: Class 2 contains 40496 members 
Entering Unmasked Estep 
Score: -28407268.000000 Penalty: 6123.592285
	Iteration 122Q: 3 clusters Score -2.840727e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190395 members 
Mstep: Class 2 contains 39632 members 
Entering Unmasked Estep 
Score: -28407256.000000 Penalty: 6123.592285
	Iteration 123Q: 3 clusters Score -2.840726e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191297 members 
Mstep: Class 2 contains 38730 members 
Entering Unmasked Estep 
Score: -28407260.000000 Penalty: 6123.592285
	Iteration 124Q: 3 clusters Score -2.840726e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192265 members 
Mstep: Class 2 contains 37762 members 
Entering Unmasked Estep 
Score: -28407184.000000 Penalty: 6123.592285
	Iteration 125Q: 3 clusters Score -2.840718e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193221 members 
Mstep: Class 2 contains 36806 members 
Entering Unmasked Estep 
Score: -28407160.000000 Penalty: 6123.592285
	Iteration 126Q: 3 clusters Score -2.840716e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194186 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -28407190.000000 Penalty: 6123.592285
	Iteration 127Q: 3 clusters Score -2.840719e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195129 members 
Mstep: Class 2 contains 34898 members 
Entering Unmasked Estep 
Score: -28407160.000000 Penalty: 6123.592285
	Iteration 128Q: 3 clusters Score -2.840716e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196043 members 
Mstep: Class 2 contains 33984 members 
Entering Unmasked Estep 
Score: -28407204.000000 Penalty: 6123.592285
	Iteration 129Q: 3 clusters Score -2.84072e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196918 members 
Mstep: Class 2 contains 33109 members 
Entering Unmasked Estep 
Score: -28407234.000000 Penalty: 6123.592285
	Iteration 130Q: 3 clusters Score -2.840723e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197801 members 
Mstep: Class 2 contains 32226 members 
Entering Unmasked Estep 
Score: -28407212.000000 Penalty: 6123.592285
	Iteration 131Q: 3 clusters Score -2.840721e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198651 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -28407254.000000 Penalty: 6123.592285
	Iteration 132Q: 3 clusters Score -2.840725e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199503 members 
Mstep: Class 2 contains 30524 members 
Entering Unmasked Estep 
Score: -28407348.000000 Penalty: 6123.592285
	Iteration 133Q: 3 clusters Score -2.840735e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200362 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -28407496.000000 Penalty: 6123.592285
	Iteration 134Q: 3 clusters Score -2.84075e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201219 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -28407550.000000 Penalty: 6123.592285
	Iteration 135Q: 3 clusters Score -2.840755e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202057 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -28407622.000000 Penalty: 6123.592285
	Iteration 136Q: 3 clusters Score -2.840762e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202867 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -28407622.000000 Penalty: 6123.592285
	Iteration 137Q: 3 clusters Score -2.840762e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203655 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -28407690.000000 Penalty: 6123.592285
	Iteration 138Q: 3 clusters Score -2.840769e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204426 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
Score: -28407666.000000 Penalty: 6123.592285
	Iteration 139Q: 3 clusters Score -2.840767e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205233 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -28407712.000000 Penalty: 6123.592285
	Iteration 140F: 3 clusters Score -2.840771e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206059 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -28407676.000000 Penalty: 6123.592285
	Iteration 141Q: 3 clusters Score -2.840768e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206893 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -28407626.000000 Penalty: 6123.592285
	Iteration 142Q: 3 clusters Score -2.840763e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207701 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -28407702.000000 Penalty: 6123.592285
	Iteration 143Q: 3 clusters Score -2.84077e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208489 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -28407726.000000 Penalty: 6123.592285
	Iteration 144Q: 3 clusters Score -2.840773e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209265 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -28407806.000000 Penalty: 6123.592285
	Iteration 145Q: 3 clusters Score -2.840781e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210045 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -28407744.000000 Penalty: 6123.592285
	Iteration 146Q: 3 clusters Score -2.840774e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210823 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -28407756.000000 Penalty: 6123.592285
	Iteration 147Q: 3 clusters Score -2.840776e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211578 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -28407820.000000 Penalty: 6123.592285
	Iteration 148Q: 3 clusters Score -2.840782e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212319 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -28407838.000000 Penalty: 6123.592285
	Iteration 149Q: 3 clusters Score -2.840784e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213017 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -28407782.000000 Penalty: 6123.592285
	Iteration 150Q: 3 clusters Score -2.840778e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213723 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -28407826.000000 Penalty: 6123.592285
	Iteration 151Q: 3 clusters Score -2.840783e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214450 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -28407850.000000 Penalty: 6123.592285
	Iteration 152Q: 3 clusters Score -2.840785e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215235 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -28407936.000000 Penalty: 6123.592285
	Iteration 153Q: 3 clusters Score -2.840794e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216012 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -28407964.000000 Penalty: 6123.592285
	Iteration 154Q: 3 clusters Score -2.840796e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216761 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -28407988.000000 Penalty: 6123.592285
	Iteration 155Q: 3 clusters Score -2.840799e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217427 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -28408088.000000 Penalty: 6123.592285
	Iteration 156Q: 3 clusters Score -2.840809e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218056 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -28408168.000000 Penalty: 6123.592285
	Iteration 157Q: 3 clusters Score -2.840817e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218641 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -28408284.000000 Penalty: 6123.592285
	Iteration 158Q: 3 clusters Score -2.840828e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219205 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -28408364.000000 Penalty: 6123.592285
	Iteration 159Q: 3 clusters Score -2.840836e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219773 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -28408352.000000 Penalty: 6123.592285
	Iteration 160F: 3 clusters Score -2.840835e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220326 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -28408362.000000 Penalty: 6123.592285
	Iteration 161Q: 3 clusters Score -2.840836e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220842 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -28408352.000000 Penalty: 6123.592285
	Iteration 162Q: 3 clusters Score -2.840835e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221330 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -28408438.000000 Penalty: 6123.592285
	Iteration 163Q: 3 clusters Score -2.840844e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221758 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -28408396.000000 Penalty: 6123.592285
	Iteration 164Q: 3 clusters Score -2.84084e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222157 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -28408364.000000 Penalty: 6123.592285
	Iteration 165Q: 3 clusters Score -2.840836e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222569 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -28408488.000000 Penalty: 6123.592285
	Iteration 166Q: 3 clusters Score -2.840849e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222967 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -28408508.000000 Penalty: 6123.592285
	Iteration 167Q: 3 clusters Score -2.840851e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223313 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -28408542.000000 Penalty: 6123.592285
	Iteration 168Q: 3 clusters Score -2.840854e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223658 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -28408528.000000 Penalty: 6123.592285
	Iteration 169Q: 3 clusters Score -2.840853e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223987 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -28408546.000000 Penalty: 6123.592285
	Iteration 170Q: 3 clusters Score -2.840855e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224279 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -28408578.000000 Penalty: 6123.592285
	Iteration 171Q: 3 clusters Score -2.840858e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224572 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -28408664.000000 Penalty: 6123.592285
	Iteration 172Q: 3 clusters Score -2.840866e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224842 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -28408750.000000 Penalty: 6123.592285
	Iteration 173Q: 3 clusters Score -2.840875e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225090 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -28408818.000000 Penalty: 6123.592285
	Iteration 174Q: 3 clusters Score -2.840882e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225331 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -28408734.000000 Penalty: 6123.592285
	Iteration 175Q: 3 clusters Score -2.840873e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225520 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -28408726.000000 Penalty: 6123.592285
	Iteration 176Q: 3 clusters Score -2.840873e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225679 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -28408752.000000 Penalty: 6123.592285
	Iteration 177Q: 3 clusters Score -2.840875e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225820 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -28408796.000000 Penalty: 6123.592285
	Iteration 178Q: 3 clusters Score -2.84088e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225950 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -28408824.000000 Penalty: 6123.592285
	Iteration 179Q: 3 clusters Score -2.840882e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226062 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -28408820.000000 Penalty: 6123.592285
	Iteration 180F: 3 clusters Score -2.840882e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226176 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -28408838.000000 Penalty: 6123.592285
	Iteration 181Q: 3 clusters Score -2.840884e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226287 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -28408878.000000 Penalty: 6123.592285
	Iteration 182Q: 3 clusters Score -2.840888e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226372 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -28408866.000000 Penalty: 6123.592285
	Iteration 183Q: 3 clusters Score -2.840887e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226457 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -28408870.000000 Penalty: 6123.592285
	Iteration 184Q: 3 clusters Score -2.840887e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226527 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -28408816.000000 Penalty: 6123.592285
	Iteration 185Q: 3 clusters Score -2.840882e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226588 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -28408838.000000 Penalty: 6123.592285
	Iteration 186Q: 3 clusters Score -2.840884e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226641 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -28408838.000000 Penalty: 6123.592285
	Iteration 187Q: 3 clusters Score -2.840884e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226687 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -28408880.000000 Penalty: 6123.592285
	Iteration 188Q: 3 clusters Score -2.840888e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226737 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -28408862.000000 Penalty: 6123.592285
	Iteration 189Q: 3 clusters Score -2.840886e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226783 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -28408870.000000 Penalty: 6123.592285
	Iteration 190Q: 3 clusters Score -2.840887e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226824 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -28408880.000000 Penalty: 6123.592285
	Iteration 191Q: 3 clusters Score -2.840888e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226864 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -28408888.000000 Penalty: 6123.592285
	Iteration 192Q: 3 clusters Score -2.840889e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226895 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -28408890.000000 Penalty: 6123.592285
	Iteration 193Q: 3 clusters Score -2.840889e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226914 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -28408902.000000 Penalty: 6123.592285
	Iteration 194Q: 3 clusters Score -2.84089e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226933 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -28408858.000000 Penalty: 6123.592285
	Iteration 195Q: 3 clusters Score -2.840886e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226950 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -28408896.000000 Penalty: 6123.592285
	Iteration 196Q: 3 clusters Score -2.84089e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226966 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -28408896.000000 Penalty: 6123.592285
	Iteration 197Q: 3 clusters Score -2.84089e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226987 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -28408878.000000 Penalty: 6123.592285
	Iteration 198Q: 3 clusters Score -2.840888e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227014 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -28408892.000000 Penalty: 6123.592285
	Iteration 199Q: 3 clusters Score -2.840889e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227044 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -28408920.000000 Penalty: 6123.592285
	Iteration 200F: 3 clusters Score -2.840892e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227080 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -28408930.000000 Penalty: 6123.592285
	Iteration 201Q: 3 clusters Score -2.840893e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227111 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -28408918.000000 Penalty: 6123.592285
	Iteration 202Q: 3 clusters Score -2.840892e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227142 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -28408926.000000 Penalty: 6123.592285
	Iteration 203Q: 3 clusters Score -2.840893e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227166 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -28408920.000000 Penalty: 6123.592285
	Iteration 204Q: 3 clusters Score -2.840892e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227192 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -28408938.000000 Penalty: 6123.592285
	Iteration 205Q: 3 clusters Score -2.840894e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227209 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -28408936.000000 Penalty: 6123.592285
	Iteration 206Q: 3 clusters Score -2.840894e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227225 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -28408936.000000 Penalty: 6123.592285
	Iteration 207Q: 3 clusters Score -2.840894e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227241 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -28408944.000000 Penalty: 6123.592285
	Iteration 208Q: 3 clusters Score -2.840894e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227262 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -28408956.000000 Penalty: 6123.592285
	Iteration 209Q: 3 clusters Score -2.840896e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227280 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -28408934.000000 Penalty: 6123.592285
	Iteration 210Q: 3 clusters Score -2.840893e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227298 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -28408948.000000 Penalty: 6123.592285
	Iteration 211Q: 3 clusters Score -2.840895e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227314 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -28408956.000000 Penalty: 6123.592285
	Iteration 212Q: 3 clusters Score -2.840896e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227326 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -28408964.000000 Penalty: 6123.592285
	Iteration 213Q: 3 clusters Score -2.840896e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227336 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -28408974.000000 Penalty: 6123.592285
	Iteration 214Q: 3 clusters Score -2.840897e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227341 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -28408966.000000 Penalty: 6123.592285
	Iteration 215Q: 3 clusters Score -2.840897e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227348 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -28408982.000000 Penalty: 6123.592285
	Iteration 216Q: 3 clusters Score -2.840898e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227353 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -28408998.000000 Penalty: 6123.592285
	Iteration 217Q: 3 clusters Score -2.8409e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227356 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -28408988.000000 Penalty: 6123.592285
	Iteration 218Q: 3 clusters Score -2.840899e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227362 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -28408994.000000 Penalty: 6123.592285
	Iteration 219Q: 3 clusters Score -2.840899e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227362 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -28408998.000000 Penalty: 6123.592285
	Iteration 220F: 3 clusters Score -2.8409e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Entering Unmasked Estep 
Score: -1864990.750000 Penalty: 2404.646484
	Iteration 0F: 2 clusters Score -1864991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1853342.750000 Penalty: 4809.292969
	Iteration 0F: 3 clusters Score -1853343 nChanged 7039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1857358.500000 Penalty: 4809.292969
	Iteration 1F: 3 clusters Score -1857358 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1857979.875000 Penalty: 4809.292969
	Iteration 2F: 3 clusters Score -1857980 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1858656.125000 Penalty: 4809.292969
	Iteration 3F: 3 clusters Score -1858656 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1859418.000000 Penalty: 4809.292969
	Iteration 4F: 3 clusters Score -1859418 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1860157.000000 Penalty: 4809.292969
	Iteration 5F: 3 clusters Score -1860157 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1860765.000000 Penalty: 4809.292969
	Iteration 6F: 3 clusters Score -1860765 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1861184.875000 Penalty: 4809.292969
	Iteration 7Q: 3 clusters Score -1861185 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1861472.750000 Penalty: 4809.292969
	Iteration 8Q: 3 clusters Score -1861473 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1861707.625000 Penalty: 4809.292969
	Iteration 9Q: 3 clusters Score -1861708 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1861886.875000 Penalty: 4809.292969
	Iteration 10Q: 3 clusters Score -1861887 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1862040.500000 Penalty: 4809.292969
	Iteration 11Q: 3 clusters Score -1862040 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1862193.250000 Penalty: 4809.292969
	Iteration 12Q: 3 clusters Score -1862193 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1862330.875000 Penalty: 4809.292969
	Iteration 13Q: 3 clusters Score -1862331 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1862430.375000 Penalty: 4809.292969
	Iteration 14Q: 3 clusters Score -1862430 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1862510.000000 Penalty: 4809.292969
	Iteration 15Q: 3 clusters Score -1862510 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1862565.000000 Penalty: 4809.292969
	Iteration 16Q: 3 clusters Score -1862565 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1862623.625000 Penalty: 4809.292969
	Iteration 17Q: 3 clusters Score -1862624 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1862674.500000 Penalty: 4809.292969
	Iteration 18Q: 3 clusters Score -1862674 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1862720.750000 Penalty: 4809.292969
	Iteration 19Q: 3 clusters Score -1862721 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1862756.750000 Penalty: 4809.292969
	Iteration 20F: 3 clusters Score -1862757 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1862786.125000 Penalty: 4809.292969
	Iteration 21Q: 3 clusters Score -1862786 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -1862817.375000 Penalty: 4809.292969
	Iteration 22Q: 3 clusters Score -1862817 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1862844.000000 Penalty: 4809.292969
	Iteration 23Q: 3 clusters Score -1862844 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1862869.625000 Penalty: 4809.292969
	Iteration 24Q: 3 clusters Score -1862870 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1862879.000000 Penalty: 4809.292969
	Iteration 25Q: 3 clusters Score -1862879 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1862889.875000 Penalty: 4809.292969
	Iteration 26Q: 3 clusters Score -1862890 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1862906.875000 Penalty: 4809.292969
	Iteration 27Q: 3 clusters Score -1862907 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -1862915.500000 Penalty: 4809.292969
	Iteration 28Q: 3 clusters Score -1862916 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -1862924.750000 Penalty: 4809.292969
	Iteration 29Q: 3 clusters Score -1862925 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -1862944.000000 Penalty: 4809.292969
	Iteration 30Q: 3 clusters Score -1862944 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1862959.750000 Penalty: 4809.292969
	Iteration 31Q: 3 clusters Score -1862960 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -1862970.875000 Penalty: 4809.292969
	Iteration 32Q: 3 clusters Score -1862971 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -1862982.625000 Penalty: 4809.292969
	Iteration 33Q: 3 clusters Score -1862983 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1862991.500000 Penalty: 4809.292969
	Iteration 34Q: 3 clusters Score -1862992 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -1863007.875000 Penalty: 4809.292969
	Iteration 35Q: 3 clusters Score -1863008 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -1863009.250000 Penalty: 4809.292969
	Iteration 36Q: 3 clusters Score -1863009 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -1863018.500000 Penalty: 4809.292969
	Iteration 37Q: 3 clusters Score -1863018 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -1863022.500000 Penalty: 4809.292969
	Iteration 38Q: 3 clusters Score -1863022 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -1863030.125000 Penalty: 4809.292969
	Iteration 39Q: 3 clusters Score -1863030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1863032.000000 Penalty: 4809.292969
	Iteration 40F: 3 clusters Score -1863032 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -1863036.500000 Penalty: 4809.292969
	Iteration 41Q: 3 clusters Score -1863036 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -1863040.125000 Penalty: 4809.292969
	Iteration 42Q: 3 clusters Score -1863040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -1863044.375000 Penalty: 4809.292969
	Iteration 43Q: 3 clusters Score -1863044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -1863042.875000 Penalty: 4809.292969
	Iteration 44Q: 3 clusters Score -1863043 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -1863051.750000 Penalty: 4809.292969
	Iteration 45Q: 3 clusters Score -1863052 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -1863059.375000 Penalty: 4809.292969
	Iteration 46Q: 3 clusters Score -1863059 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -1863066.250000 Penalty: 4809.292969
	Iteration 47Q: 3 clusters Score -1863066 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -1863067.750000 Penalty: 4809.292969
	Iteration 48Q: 3 clusters Score -1863068 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -1863073.875000 Penalty: 4809.292969
	Iteration 49Q: 3 clusters Score -1863074 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -1863085.625000 Penalty: 4809.292969
	Iteration 50Q: 3 clusters Score -1863086 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -1863088.875000 Penalty: 4809.292969
	Iteration 51Q: 3 clusters Score -1863089 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -1863094.500000 Penalty: 4809.292969
	Iteration 52Q: 3 clusters Score -1863094 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -1863102.250000 Penalty: 4809.292969
	Iteration 53Q: 3 clusters Score -1863102 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -1863108.875000 Penalty: 4809.292969
	Iteration 54Q: 3 clusters Score -1863109 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1863119.125000 Penalty: 4809.292969
	Iteration 55Q: 3 clusters Score -1863119 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -1863125.875000 Penalty: 4809.292969
	Iteration 56Q: 3 clusters Score -1863126 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -1863133.375000 Penalty: 4809.292969
	Iteration 57Q: 3 clusters Score -1863133 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -1863140.000000 Penalty: 4809.292969
	Iteration 58Q: 3 clusters Score -1863140 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -1863147.250000 Penalty: 4809.292969
	Iteration 59Q: 3 clusters Score -1863147 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -1863155.250000 Penalty: 4809.292969
	Iteration 60F: 3 clusters Score -1863155 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1863155.500000 Penalty: 4809.292969
	Iteration 61Q: 3 clusters Score -1863156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -1863162.750000 Penalty: 4809.292969
	Iteration 62Q: 3 clusters Score -1863163 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -1863167.625000 Penalty: 4809.292969
	Iteration 63Q: 3 clusters Score -1863168 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -1863174.750000 Penalty: 4809.292969
	Iteration 64Q: 3 clusters Score -1863175 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1863175.250000 Penalty: 4809.292969
	Iteration 65Q: 3 clusters Score -1863175 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1863183.375000 Penalty: 4809.292969
	Iteration 66Q: 3 clusters Score -1863183 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1863186.750000 Penalty: 4809.292969
	Iteration 67Q: 3 clusters Score -1863187 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -1863194.375000 Penalty: 4809.292969
	Iteration 68Q: 3 clusters Score -1863194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -1863196.500000 Penalty: 4809.292969
	Iteration 69Q: 3 clusters Score -1863196 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -1863209.000000 Penalty: 4809.292969
	Iteration 70Q: 3 clusters Score -1863209 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -1863209.125000 Penalty: 4809.292969
	Iteration 71Q: 3 clusters Score -1863209 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -1863209.000000 Penalty: 4809.292969
	Iteration 72Q: 3 clusters Score -1863209 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -1863216.125000 Penalty: 4809.292969
	Iteration 73Q: 3 clusters Score -1863216 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -1863222.000000 Penalty: 4809.292969
	Iteration 74Q: 3 clusters Score -1863222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -1863226.625000 Penalty: 4809.292969
	Iteration 75Q: 3 clusters Score -1863227 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -1863229.750000 Penalty: 4809.292969
	Iteration 76Q: 3 clusters Score -1863230 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -1863232.750000 Penalty: 4809.292969
	Iteration 77Q: 3 clusters Score -1863233 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -1863234.875000 Penalty: 4809.292969
	Iteration 78Q: 3 clusters Score -1863235 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -1863240.625000 Penalty: 4809.292969
	Iteration 79Q: 3 clusters Score -1863241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -1863246.250000 Penalty: 4809.292969
	Iteration 80F: 3 clusters Score -1863246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -1863248.750000 Penalty: 4809.292969
	Iteration 81Q: 3 clusters Score -1863249 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -1863255.000000 Penalty: 4809.292969
	Iteration 82Q: 3 clusters Score -1863255 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -1863266.875000 Penalty: 4809.292969
	Iteration 83Q: 3 clusters Score -1863267 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -1863265.375000 Penalty: 4809.292969
	Iteration 84Q: 3 clusters Score -1863265 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -1863276.000000 Penalty: 4809.292969
	Iteration 85Q: 3 clusters Score -1863276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -1863281.750000 Penalty: 4809.292969
	Iteration 86Q: 3 clusters Score -1863282 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1863286.750000 Penalty: 4809.292969
	Iteration 87Q: 3 clusters Score -1863287 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -1863295.125000 Penalty: 4809.292969
	Iteration 88Q: 3 clusters Score -1863295 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -1863297.750000 Penalty: 4809.292969
	Iteration 89Q: 3 clusters Score -1863298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -1863302.250000 Penalty: 4809.292969
	Iteration 90Q: 3 clusters Score -1863302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -1863309.500000 Penalty: 4809.292969
	Iteration 91Q: 3 clusters Score -1863310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -1863312.750000 Penalty: 4809.292969
	Iteration 92Q: 3 clusters Score -1863313 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -1863321.250000 Penalty: 4809.292969
	Iteration 93Q: 3 clusters Score -1863321 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -1863323.875000 Penalty: 4809.292969
	Iteration 94Q: 3 clusters Score -1863324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -1863323.625000 Penalty: 4809.292969
	Iteration 95Q: 3 clusters Score -1863324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -1863331.625000 Penalty: 4809.292969
	Iteration 96Q: 3 clusters Score -1863332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -1863331.875000 Penalty: 4809.292969
	Iteration 97Q: 3 clusters Score -1863332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -1863335.500000 Penalty: 4809.292969
	Iteration 98Q: 3 clusters Score -1863336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -1863336.125000 Penalty: 4809.292969
	Iteration 99Q: 3 clusters Score -1863336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -1863341.125000 Penalty: 4809.292969
	Iteration 100F: 3 clusters Score -1863341 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -1863346.375000 Penalty: 4809.292969
	Iteration 101Q: 3 clusters Score -1863346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -1863354.500000 Penalty: 4809.292969
	Iteration 102Q: 3 clusters Score -1863354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -1863358.750000 Penalty: 4809.292969
	Iteration 103Q: 3 clusters Score -1863359 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -1863363.375000 Penalty: 4809.292969
	Iteration 104Q: 3 clusters Score -1863363 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -1863370.875000 Penalty: 4809.292969
	Iteration 105Q: 3 clusters Score -1863371 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -1863378.000000 Penalty: 4809.292969
	Iteration 106Q: 3 clusters Score -1863378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -1863379.500000 Penalty: 4809.292969
	Iteration 107Q: 3 clusters Score -1863380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -1863390.875000 Penalty: 4809.292969
	Iteration 108Q: 3 clusters Score -1863391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -1863392.875000 Penalty: 4809.292969
	Iteration 109Q: 3 clusters Score -1863393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -1863393.750000 Penalty: 4809.292969
	Iteration 110Q: 3 clusters Score -1863394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -1863387.625000 Penalty: 4809.292969
	Iteration 111Q: 3 clusters Score -1863388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -1863389.500000 Penalty: 4809.292969
	Iteration 112Q: 3 clusters Score -1863390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -1863387.750000 Penalty: 4809.292969
	Iteration 113Q: 3 clusters Score -1863388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -1863387.750000 Penalty: 4809.292969
	Iteration 114F: 3 clusters Score -1863388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Entering Unmasked Estep 
Score: -1281604.500000 Penalty: 2300.943848
	Iteration 0F: 2 clusters Score -1281604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1273467.250000 Penalty: 4601.887695
	Iteration 0F: 3 clusters Score -1273467 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1275922.375000 Penalty: 4601.887695
	Iteration 1F: 3 clusters Score -1275922 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1276246.000000 Penalty: 4601.887695
	Iteration 2F: 3 clusters Score -1276246 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1276467.875000 Penalty: 4601.887695
	Iteration 3Q: 3 clusters Score -1276468 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1276651.125000 Penalty: 4601.887695
	Iteration 4Q: 3 clusters Score -1276651 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1276789.875000 Penalty: 4601.887695
	Iteration 5Q: 3 clusters Score -1276790 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1276915.875000 Penalty: 4601.887695
	Iteration 6Q: 3 clusters Score -1276916 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1277049.250000 Penalty: 4601.887695
	Iteration 7Q: 3 clusters Score -1277049 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1277199.000000 Penalty: 4601.887695
	Iteration 8Q: 3 clusters Score -1277199 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1277335.000000 Penalty: 4601.887695
	Iteration 9Q: 3 clusters Score -1277335 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1277497.375000 Penalty: 4601.887695
	Iteration 10Q: 3 clusters Score -1277497 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1277647.125000 Penalty: 4601.887695
	Iteration 11Q: 3 clusters Score -1277647 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1277808.250000 Penalty: 4601.887695
	Iteration 12Q: 3 clusters Score -1277808 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1277936.375000 Penalty: 4601.887695
	Iteration 13Q: 3 clusters Score -1277936 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1278058.125000 Penalty: 4601.887695
	Iteration 14Q: 3 clusters Score -1278058 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1278184.750000 Penalty: 4601.887695
	Iteration 15Q: 3 clusters Score -1278185 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1278282.000000 Penalty: 4601.887695
	Iteration 16Q: 3 clusters Score -1278282 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1278365.125000 Penalty: 4601.887695
	Iteration 17Q: 3 clusters Score -1278365 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1278429.750000 Penalty: 4601.887695
	Iteration 18Q: 3 clusters Score -1278430 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1278476.125000 Penalty: 4601.887695
	Iteration 19Q: 3 clusters Score -1278476 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1278527.000000 Penalty: 4601.887695
	Iteration 20F: 3 clusters Score -1278527 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1278559.750000 Penalty: 4601.887695
	Iteration 21Q: 3 clusters Score -1278560 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1278588.625000 Penalty: 4601.887695
	Iteration 22Q: 3 clusters Score -1278589 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1278626.000000 Penalty: 4601.887695
	Iteration 23Q: 3 clusters Score -1278626 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1278648.375000 Penalty: 4601.887695
	Iteration 24Q: 3 clusters Score -1278648 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1278668.750000 Penalty: 4601.887695
	Iteration 25Q: 3 clusters Score -1278669 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1278690.375000 Penalty: 4601.887695
	Iteration 26Q: 3 clusters Score -1278690 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1278706.375000 Penalty: 4601.887695
	Iteration 27Q: 3 clusters Score -1278706 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1278726.125000 Penalty: 4601.887695
	Iteration 28Q: 3 clusters Score -1278726 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1278738.000000 Penalty: 4601.887695
	Iteration 29Q: 3 clusters Score -1278738 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1278752.750000 Penalty: 4601.887695
	Iteration 30Q: 3 clusters Score -1278753 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1278759.875000 Penalty: 4601.887695
	Iteration 31Q: 3 clusters Score -1278760 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1278771.750000 Penalty: 4601.887695
	Iteration 32Q: 3 clusters Score -1278772 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1278786.625000 Penalty: 4601.887695
	Iteration 33Q: 3 clusters Score -1278787 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1278802.500000 Penalty: 4601.887695
	Iteration 34Q: 3 clusters Score -1278802 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1278819.250000 Penalty: 4601.887695
	Iteration 35Q: 3 clusters Score -1278819 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1278835.750000 Penalty: 4601.887695
	Iteration 36Q: 3 clusters Score -1278836 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1278852.375000 Penalty: 4601.887695
	Iteration 37Q: 3 clusters Score -1278852 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1278864.500000 Penalty: 4601.887695
	Iteration 38Q: 3 clusters Score -1278864 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1278879.625000 Penalty: 4601.887695
	Iteration 39Q: 3 clusters Score -1278880 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1278897.250000 Penalty: 4601.887695
	Iteration 40F: 3 clusters Score -1278897 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1278911.500000 Penalty: 4601.887695
	Iteration 41Q: 3 clusters Score -1278912 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1278926.000000 Penalty: 4601.887695
	Iteration 42Q: 3 clusters Score -1278926 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1278954.125000 Penalty: 4601.887695
	Iteration 43Q: 3 clusters Score -1278954 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1278982.000000 Penalty: 4601.887695
	Iteration 44Q: 3 clusters Score -1278982 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1279008.125000 Penalty: 4601.887695
	Iteration 45Q: 3 clusters Score -1279008 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1279038.500000 Penalty: 4601.887695
	Iteration 46Q: 3 clusters Score -1279038 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1279071.750000 Penalty: 4601.887695
	Iteration 47Q: 3 clusters Score -1279072 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1279107.875000 Penalty: 4601.887695
	Iteration 48Q: 3 clusters Score -1279108 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1279142.750000 Penalty: 4601.887695
	Iteration 49Q: 3 clusters Score -1279143 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1279168.375000 Penalty: 4601.887695
	Iteration 50Q: 3 clusters Score -1279168 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1279192.500000 Penalty: 4601.887695
	Iteration 51Q: 3 clusters Score -1279192 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1279216.125000 Penalty: 4601.887695
	Iteration 52Q: 3 clusters Score -1279216 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1279240.750000 Penalty: 4601.887695
	Iteration 53Q: 3 clusters Score -1279241 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1279266.250000 Penalty: 4601.887695
	Iteration 54Q: 3 clusters Score -1279266 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1279291.875000 Penalty: 4601.887695
	Iteration 55Q: 3 clusters Score -1279292 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1279325.500000 Penalty: 4601.887695
	Iteration 56Q: 3 clusters Score -1279326 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1279352.000000 Penalty: 4601.887695
	Iteration 57Q: 3 clusters Score -1279352 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1279387.750000 Penalty: 4601.887695
	Iteration 58Q: 3 clusters Score -1279388 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1279440.125000 Penalty: 4601.887695
	Iteration 59Q: 3 clusters Score -1279440 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1279478.750000 Penalty: 4601.887695
	Iteration 60F: 3 clusters Score -1279479 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1279522.750000 Penalty: 4601.887695
	Iteration 61Q: 3 clusters Score -1279523 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1279565.750000 Penalty: 4601.887695
	Iteration 62Q: 3 clusters Score -1279566 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1279604.000000 Penalty: 4601.887695
	Iteration 63Q: 3 clusters Score -1279604 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1279632.250000 Penalty: 4601.887695
	Iteration 64Q: 3 clusters Score -1279632 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1279659.000000 Penalty: 4601.887695
	Iteration 65Q: 3 clusters Score -1279659 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1279677.625000 Penalty: 4601.887695
	Iteration 66Q: 3 clusters Score -1279678 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1279692.375000 Penalty: 4601.887695
	Iteration 67Q: 3 clusters Score -1279692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1279698.000000 Penalty: 4601.887695
	Iteration 68Q: 3 clusters Score -1279698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1279701.375000 Penalty: 4601.887695
	Iteration 69Q: 3 clusters Score -1279701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1279705.500000 Penalty: 4601.887695
	Iteration 70Q: 3 clusters Score -1279706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1279706.000000 Penalty: 4601.887695
	Iteration 71Q: 3 clusters Score -1279706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1279709.500000 Penalty: 4601.887695
	Iteration 72Q: 3 clusters Score -1279710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1279711.250000 Penalty: 4601.887695
	Iteration 73Q: 3 clusters Score -1279711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1279712.125000 Penalty: 4601.887695
	Iteration 74Q: 3 clusters Score -1279712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1279714.125000 Penalty: 4601.887695
	Iteration 75Q: 3 clusters Score -1279714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1279714.125000 Penalty: 4601.887695
	Iteration 76F: 3 clusters Score -1279714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Entering Unmasked Estep 
Score: -1643343.125000 Penalty: 2375.163574
	Iteration 0F: 2 clusters Score -1643343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1632946.125000 Penalty: 4750.327148
	Iteration 0F: 3 clusters Score -1632946 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1636326.000000 Penalty: 4750.327148
	Iteration 1F: 3 clusters Score -1636326 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1636873.250000 Penalty: 4750.327148
	Iteration 2F: 3 clusters Score -1636873 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1637358.875000 Penalty: 4750.327148
	Iteration 3F: 3 clusters Score -1637359 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1637854.750000 Penalty: 4750.327148
	Iteration 4F: 3 clusters Score -1637855 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1638372.250000 Penalty: 4750.327148
	Iteration 5F: 3 clusters Score -1638372 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1638852.000000 Penalty: 4750.327148
	Iteration 6Q: 3 clusters Score -1638852 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1639363.375000 Penalty: 4750.327148
	Iteration 7Q: 3 clusters Score -1639363 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1639869.875000 Penalty: 4750.327148
	Iteration 8Q: 3 clusters Score -1639870 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1640274.375000 Penalty: 4750.327148
	Iteration 9Q: 3 clusters Score -1640274 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1640647.000000 Penalty: 4750.327148
	Iteration 10Q: 3 clusters Score -1640647 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1640922.000000 Penalty: 4750.327148
	Iteration 11Q: 3 clusters Score -1640922 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1641099.250000 Penalty: 4750.327148
	Iteration 12Q: 3 clusters Score -1641099 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1641224.125000 Penalty: 4750.327148
	Iteration 13Q: 3 clusters Score -1641224 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1641316.625000 Penalty: 4750.327148
	Iteration 14Q: 3 clusters Score -1641317 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1641378.375000 Penalty: 4750.327148
	Iteration 15Q: 3 clusters Score -1641378 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1641471.000000 Penalty: 4750.327148
	Iteration 16Q: 3 clusters Score -1641471 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1641574.125000 Penalty: 4750.327148
	Iteration 17Q: 3 clusters Score -1641574 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1641641.000000 Penalty: 4750.327148
	Iteration 18Q: 3 clusters Score -1641641 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1641686.500000 Penalty: 4750.327148
	Iteration 19Q: 3 clusters Score -1641686 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1641712.500000 Penalty: 4750.327148
	Iteration 20F: 3 clusters Score -1641712 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1641721.625000 Penalty: 4750.327148
	Iteration 21Q: 3 clusters Score -1641722 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1641731.250000 Penalty: 4750.327148
	Iteration 22Q: 3 clusters Score -1641731 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1641736.625000 Penalty: 4750.327148
	Iteration 23Q: 3 clusters Score -1641737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1641738.125000 Penalty: 4750.327148
	Iteration 24Q: 3 clusters Score -1641738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1641739.750000 Penalty: 4750.327148
	Iteration 25Q: 3 clusters Score -1641740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1641739.750000 Penalty: 4750.327148
	Iteration 26F: 3 clusters Score -1641740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Entering Unmasked Estep 
Score: -870965.062500 Penalty: 2225.768066
	Iteration 0F: 2 clusters Score -870965.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -864642.562500 Penalty: 4451.536133
	Iteration 0F: 3 clusters Score -864642.6 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -866698.625000 Penalty: 4451.536133
	Iteration 1F: 3 clusters Score -866698.6 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -867268.937500 Penalty: 4451.536133
	Iteration 2F: 3 clusters Score -867268.9 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -867778.187500 Penalty: 4451.536133
	Iteration 3F: 3 clusters Score -867778.2 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -868175.000000 Penalty: 4451.536133
	Iteration 4F: 3 clusters Score -868175 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -868480.062500 Penalty: 4451.536133
	Iteration 5F: 3 clusters Score -868480.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -868714.312500 Penalty: 4451.536133
	Iteration 6Q: 3 clusters Score -868714.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -868905.750000 Penalty: 4451.536133
	Iteration 7Q: 3 clusters Score -868905.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -869082.625000 Penalty: 4451.536133
	Iteration 8Q: 3 clusters Score -869082.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -869250.937500 Penalty: 4451.536133
	Iteration 9Q: 3 clusters Score -869250.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -869375.187500 Penalty: 4451.536133
	Iteration 10Q: 3 clusters Score -869375.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -869474.187500 Penalty: 4451.536133
	Iteration 11Q: 3 clusters Score -869474.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -869564.750000 Penalty: 4451.536133
	Iteration 12Q: 3 clusters Score -869564.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -869638.437500 Penalty: 4451.536133
	Iteration 13Q: 3 clusters Score -869638.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -869703.000000 Penalty: 4451.536133
	Iteration 14Q: 3 clusters Score -869703 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -869754.000000 Penalty: 4451.536133
	Iteration 15Q: 3 clusters Score -869754 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -869801.375000 Penalty: 4451.536133
	Iteration 16Q: 3 clusters Score -869801.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -869825.500000 Penalty: 4451.536133
	Iteration 17Q: 3 clusters Score -869825.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -869843.625000 Penalty: 4451.536133
	Iteration 18Q: 3 clusters Score -869843.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -869859.937500 Penalty: 4451.536133
	Iteration 19Q: 3 clusters Score -869859.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -869870.937500 Penalty: 4451.536133
	Iteration 20F: 3 clusters Score -869870.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -869879.125000 Penalty: 4451.536133
	Iteration 21Q: 3 clusters Score -869879.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -869889.125000 Penalty: 4451.536133
	Iteration 22Q: 3 clusters Score -869889.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -869897.687500 Penalty: 4451.536133
	Iteration 23Q: 3 clusters Score -869897.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -869905.625000 Penalty: 4451.536133
	Iteration 24Q: 3 clusters Score -869905.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -869915.562500 Penalty: 4451.536133
	Iteration 25Q: 3 clusters Score -869915.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -869922.625000 Penalty: 4451.536133
	Iteration 26Q: 3 clusters Score -869922.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -869928.562500 Penalty: 4451.536133
	Iteration 27Q: 3 clusters Score -869928.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -869931.500000 Penalty: 4451.536133
	Iteration 28Q: 3 clusters Score -869931.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -869936.062500 Penalty: 4451.536133
	Iteration 29Q: 3 clusters Score -869936.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -869943.125000 Penalty: 4451.536133
	Iteration 30Q: 3 clusters Score -869943.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -869950.000000 Penalty: 4451.536133
	Iteration 31Q: 3 clusters Score -869950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -869954.500000 Penalty: 4451.536133
	Iteration 32Q: 3 clusters Score -869954.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -869960.750000 Penalty: 4451.536133
	Iteration 33Q: 3 clusters Score -869960.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -869964.812500 Penalty: 4451.536133
	Iteration 34Q: 3 clusters Score -869964.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -869965.562500 Penalty: 4451.536133
	Iteration 35Q: 3 clusters Score -869965.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -869969.125000 Penalty: 4451.536133
	Iteration 36Q: 3 clusters Score -869969.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -869971.312500 Penalty: 4451.536133
	Iteration 37Q: 3 clusters Score -869971.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -869972.250000 Penalty: 4451.536133
	Iteration 38Q: 3 clusters Score -869972.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -869975.937500 Penalty: 4451.536133
	Iteration 39Q: 3 clusters Score -869975.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -869976.312500 Penalty: 4451.536133
	Iteration 40F: 3 clusters Score -869976.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -869974.875000 Penalty: 4451.536133
	Iteration 41Q: 3 clusters Score -869974.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -869976.312500 Penalty: 4451.536133
	Iteration 42Q: 3 clusters Score -869976.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -869976.187500 Penalty: 4451.536133
	Iteration 43Q: 3 clusters Score -869976.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -869977.250000 Penalty: 4451.536133
	Iteration 44Q: 3 clusters Score -869977.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -869982.687500 Penalty: 4451.536133
	Iteration 45Q: 3 clusters Score -869982.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -869982.687500 Penalty: 4451.536133
	Iteration 46Q: 3 clusters Score -869982.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -869983.062500 Penalty: 4451.536133
	Iteration 47Q: 3 clusters Score -869983.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -869984.312500 Penalty: 4451.536133
	Iteration 48Q: 3 clusters Score -869984.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -869984.062500 Penalty: 4451.536133
	Iteration 49Q: 3 clusters Score -869984.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -869983.562500 Penalty: 4451.536133
	Iteration 50Q: 3 clusters Score -869983.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -869983.562500 Penalty: 4451.536133
	Iteration 51F: 3 clusters Score -869983.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Entering Unmasked Estep 
Score: -2042037.625000 Penalty: 2415.000488
	Iteration 0F: 2 clusters Score -2042038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -2029973.500000 Penalty: 4830.000977
	Iteration 0F: 3 clusters Score -2029974 nChanged 7332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -2033973.375000 Penalty: 4830.000977
	Iteration 1F: 3 clusters Score -2033973 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -2034465.000000 Penalty: 4830.000977
	Iteration 2F: 3 clusters Score -2034465 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -2034860.625000 Penalty: 4830.000977
	Iteration 3Q: 3 clusters Score -2034861 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -2035242.375000 Penalty: 4830.000977
	Iteration 4Q: 3 clusters Score -2035242 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -2035602.250000 Penalty: 4830.000977
	Iteration 5Q: 3 clusters Score -2035602 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -2035956.875000 Penalty: 4830.000977
	Iteration 6Q: 3 clusters Score -2035957 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -2036237.625000 Penalty: 4830.000977
	Iteration 7Q: 3 clusters Score -2036238 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -2036461.500000 Penalty: 4830.000977
	Iteration 8Q: 3 clusters Score -2036462 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -2036684.625000 Penalty: 4830.000977
	Iteration 9Q: 3 clusters Score -2036685 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -2036870.875000 Penalty: 4830.000977
	Iteration 10Q: 3 clusters Score -2036871 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -2037062.875000 Penalty: 4830.000977
	Iteration 11Q: 3 clusters Score -2037063 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -2037260.375000 Penalty: 4830.000977
	Iteration 12Q: 3 clusters Score -2037260 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -2037433.750000 Penalty: 4830.000977
	Iteration 13Q: 3 clusters Score -2037434 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -2037606.500000 Penalty: 4830.000977
	Iteration 14Q: 3 clusters Score -2037606 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -2037777.250000 Penalty: 4830.000977
	Iteration 15Q: 3 clusters Score -2037777 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -2037925.375000 Penalty: 4830.000977
	Iteration 16Q: 3 clusters Score -2037925 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -2038064.250000 Penalty: 4830.000977
	Iteration 17Q: 3 clusters Score -2038064 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -2038203.750000 Penalty: 4830.000977
	Iteration 18Q: 3 clusters Score -2038204 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -2038350.875000 Penalty: 4830.000977
	Iteration 19Q: 3 clusters Score -2038351 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -2038505.750000 Penalty: 4830.000977
	Iteration 20F: 3 clusters Score -2038506 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -2038655.875000 Penalty: 4830.000977
	Iteration 21Q: 3 clusters Score -2038656 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -2038809.125000 Penalty: 4830.000977
	Iteration 22Q: 3 clusters Score -2038809 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -2038960.875000 Penalty: 4830.000977
	Iteration 23Q: 3 clusters Score -2038961 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -2039093.625000 Penalty: 4830.000977
	Iteration 24Q: 3 clusters Score -2039094 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -2039206.625000 Penalty: 4830.000977
	Iteration 25Q: 3 clusters Score -2039207 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -2039313.125000 Penalty: 4830.000977
	Iteration 26Q: 3 clusters Score -2039313 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2039400.375000 Penalty: 4830.000977
	Iteration 27Q: 3 clusters Score -2039400 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -2039490.375000 Penalty: 4830.000977
	Iteration 28Q: 3 clusters Score -2039490 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2039569.750000 Penalty: 4830.000977
	Iteration 29Q: 3 clusters Score -2039570 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2039653.500000 Penalty: 4830.000977
	Iteration 30Q: 3 clusters Score -2039654 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2039748.750000 Penalty: 4830.000977
	Iteration 31Q: 3 clusters Score -2039749 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2039830.625000 Penalty: 4830.000977
	Iteration 32Q: 3 clusters Score -2039831 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2039907.625000 Penalty: 4830.000977
	Iteration 33Q: 3 clusters Score -2039908 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2039993.750000 Penalty: 4830.000977
	Iteration 34Q: 3 clusters Score -2039994 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2040070.000000 Penalty: 4830.000977
	Iteration 35Q: 3 clusters Score -2040070 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2040108.000000 Penalty: 4830.000977
	Iteration 36Q: 3 clusters Score -2040108 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2040163.625000 Penalty: 4830.000977
	Iteration 37Q: 3 clusters Score -2040164 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2040210.000000 Penalty: 4830.000977
	Iteration 38Q: 3 clusters Score -2040210 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2040245.125000 Penalty: 4830.000977
	Iteration 39Q: 3 clusters Score -2040245 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2040265.125000 Penalty: 4830.000977
	Iteration 40F: 3 clusters Score -2040265 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2040274.125000 Penalty: 4830.000977
	Iteration 41Q: 3 clusters Score -2040274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2040285.625000 Penalty: 4830.000977
	Iteration 42Q: 3 clusters Score -2040286 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2040298.000000 Penalty: 4830.000977
	Iteration 43Q: 3 clusters Score -2040298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2040301.375000 Penalty: 4830.000977
	Iteration 44Q: 3 clusters Score -2040301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2040301.625000 Penalty: 4830.000977
	Iteration 45Q: 3 clusters Score -2040302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2040306.125000 Penalty: 4830.000977
	Iteration 46Q: 3 clusters Score -2040306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2040308.500000 Penalty: 4830.000977
	Iteration 47Q: 3 clusters Score -2040308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2040311.500000 Penalty: 4830.000977
	Iteration 48Q: 3 clusters Score -2040312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2040313.500000 Penalty: 4830.000977
	Iteration 49Q: 3 clusters Score -2040314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2040310.875000 Penalty: 4830.000977
	Iteration 50Q: 3 clusters Score -2040311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2040314.125000 Penalty: 4830.000977
	Iteration 51Q: 3 clusters Score -2040314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2040311.250000 Penalty: 4830.000977
	Iteration 52Q: 3 clusters Score -2040311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2040312.500000 Penalty: 4830.000977
	Iteration 53Q: 3 clusters Score -2040312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2040315.250000 Penalty: 4830.000977
	Iteration 54Q: 3 clusters Score -2040315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2040318.625000 Penalty: 4830.000977
	Iteration 55Q: 3 clusters Score -2040319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2040318.125000 Penalty: 4830.000977
	Iteration 56Q: 3 clusters Score -2040318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2040319.500000 Penalty: 4830.000977
	Iteration 57Q: 3 clusters Score -2040320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2040319.875000 Penalty: 4830.000977
	Iteration 58Q: 3 clusters Score -2040320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2040319.875000 Penalty: 4830.000977
	Iteration 59F: 3 clusters Score -2040320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -45806.785156 Penalty: 1526.404785
	Iteration 0F: 2 clusters Score -45806.79 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 244 members 
Entering Unmasked Estep 
Score: -44320.429688 Penalty: 3052.809570
	Iteration 0F: 3 clusters Score -44320.43 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -44601.609375 Penalty: 3052.809570
	Iteration 1F: 3 clusters Score -44601.61 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -44750.921875 Penalty: 3052.809570
	Iteration 2F: 3 clusters Score -44750.92 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -44978.328125 Penalty: 3052.809570
	Iteration 3F: 3 clusters Score -44978.33 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -45289.445312 Penalty: 3052.809570
	Iteration 4F: 3 clusters Score -45289.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -45385.609375 Penalty: 3052.809570
	Iteration 5Q: 3 clusters Score -45385.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -45404.203125 Penalty: 3052.809570
	Iteration 6Q: 3 clusters Score -45404.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -45408.125000 Penalty: 3052.809570
	Iteration 7Q: 3 clusters Score -45408.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -45414.746094 Penalty: 3052.809570
	Iteration 8Q: 3 clusters Score -45414.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -45417.628906 Penalty: 3052.809570
	Iteration 9Q: 3 clusters Score -45417.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -45419.144531 Penalty: 3052.809570
	Iteration 10Q: 3 clusters Score -45419.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -45421.175781 Penalty: 3052.809570
	Iteration 11Q: 3 clusters Score -45421.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -45421.175781 Penalty: 3052.809570
	Iteration 12F: 3 clusters Score -45421.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Entering Unmasked Estep 
Score: -349440.875000 Penalty: 1991.622314
	Iteration 0F: 2 clusters Score -349440.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -346155.062500 Penalty: 3983.244629
	Iteration 0F: 3 clusters Score -346155.1 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -346903.031250 Penalty: 3983.244629
	Iteration 1F: 3 clusters Score -346903 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -347158.000000 Penalty: 3983.244629
	Iteration 2F: 3 clusters Score -347158 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -347362.906250 Penalty: 3983.244629
	Iteration 3F: 3 clusters Score -347362.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -347575.656250 Penalty: 3983.244629
	Iteration 4Q: 3 clusters Score -347575.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -347739.937500 Penalty: 3983.244629
	Iteration 5F: 3 clusters Score -347739.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -347855.062500 Penalty: 3983.244629
	Iteration 6Q: 3 clusters Score -347855.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -347954.343750 Penalty: 3983.244629
	Iteration 7Q: 3 clusters Score -347954.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -348051.562500 Penalty: 3983.244629
	Iteration 8Q: 3 clusters Score -348051.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -348132.781250 Penalty: 3983.244629
	Iteration 9Q: 3 clusters Score -348132.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -348208.687500 Penalty: 3983.244629
	Iteration 10Q: 3 clusters Score -348208.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -348288.500000 Penalty: 3983.244629
	Iteration 11Q: 3 clusters Score -348288.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -348347.843750 Penalty: 3983.244629
	Iteration 12Q: 3 clusters Score -348347.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -348401.093750 Penalty: 3983.244629
	Iteration 13Q: 3 clusters Score -348401.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -348447.843750 Penalty: 3983.244629
	Iteration 14Q: 3 clusters Score -348447.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -348492.000000 Penalty: 3983.244629
	Iteration 15Q: 3 clusters Score -348492 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -348545.156250 Penalty: 3983.244629
	Iteration 16Q: 3 clusters Score -348545.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -348591.843750 Penalty: 3983.244629
	Iteration 17Q: 3 clusters Score -348591.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -348636.687500 Penalty: 3983.244629
	Iteration 18Q: 3 clusters Score -348636.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -348685.843750 Penalty: 3983.244629
	Iteration 19Q: 3 clusters Score -348685.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -348721.718750 Penalty: 3983.244629
	Iteration 20F: 3 clusters Score -348721.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -348754.187500 Penalty: 3983.244629
	Iteration 21Q: 3 clusters Score -348754.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -348772.531250 Penalty: 3983.244629
	Iteration 22Q: 3 clusters Score -348772.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -348792.437500 Penalty: 3983.244629
	Iteration 23Q: 3 clusters Score -348792.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -348813.500000 Penalty: 3983.244629
	Iteration 24Q: 3 clusters Score -348813.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -348821.906250 Penalty: 3983.244629
	Iteration 25Q: 3 clusters Score -348821.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -348828.031250 Penalty: 3983.244629
	Iteration 26Q: 3 clusters Score -348828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -348830.000000 Penalty: 3983.244629
	Iteration 27Q: 3 clusters Score -348830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -348831.281250 Penalty: 3983.244629
	Iteration 28Q: 3 clusters Score -348831.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -348834.625000 Penalty: 3983.244629
	Iteration 29Q: 3 clusters Score -348834.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -348835.093750 Penalty: 3983.244629
	Iteration 30Q: 3 clusters Score -348835.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -348835.812500 Penalty: 3983.244629
	Iteration 31Q: 3 clusters Score -348835.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -348836.687500 Penalty: 3983.244629
	Iteration 32Q: 3 clusters Score -348836.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -348837.812500 Penalty: 3983.244629
	Iteration 33Q: 3 clusters Score -348837.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -348838.750000 Penalty: 3983.244629
	Iteration 34Q: 3 clusters Score -348838.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -348841.187500 Penalty: 3983.244629
	Iteration 35Q: 3 clusters Score -348841.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -348841.468750 Penalty: 3983.244629
	Iteration 36Q: 3 clusters Score -348841.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -348841.937500 Penalty: 3983.244629
	Iteration 37Q: 3 clusters Score -348841.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -348843.062500 Penalty: 3983.244629
	Iteration 38Q: 3 clusters Score -348843.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -348844.531250 Penalty: 3983.244629
	Iteration 39Q: 3 clusters Score -348844.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -348845.625000 Penalty: 3983.244629
	Iteration 40F: 3 clusters Score -348845.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -348846.843750 Penalty: 3983.244629
	Iteration 41Q: 3 clusters Score -348846.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -348847.312500 Penalty: 3983.244629
	Iteration 42Q: 3 clusters Score -348847.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -348848.406250 Penalty: 3983.244629
	Iteration 43Q: 3 clusters Score -348848.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -348848.937500 Penalty: 3983.244629
	Iteration 44Q: 3 clusters Score -348848.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -348850.312500 Penalty: 3983.244629
	Iteration 45Q: 3 clusters Score -348850.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -348850.968750 Penalty: 3983.244629
	Iteration 46Q: 3 clusters Score -348851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -348850.968750 Penalty: 3983.244629
	Iteration 47F: 3 clusters Score -348851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (100755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100755 members 
Entering Unmasked Estep 
Score: -12355362.000000 Penalty: 2857.070801
	Iteration 0F: 2 clusters Score -1.235536e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49942 members 
Mstep: Class 2 contains 50813 members 
Entering Unmasked Estep 
Score: -12288011.000000 Penalty: 5714.141602
	Iteration 0F: 3 clusters Score -1.228801e+07 nChanged 47674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44892 members 
Mstep: Class 2 contains 55863 members 
Entering Unmasked Estep 
Score: -12316198.000000 Penalty: 5714.141602
	Iteration 1F: 3 clusters Score -1.23162e+07 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41799 members 
Mstep: Class 2 contains 58956 members 
Entering Unmasked Estep 
Score: -12317861.000000 Penalty: 5714.141602
	Iteration 2Q: 3 clusters Score -1.231786e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37280 members 
Mstep: Class 2 contains 63475 members 
Entering Unmasked Estep 
Score: -12320371.000000 Penalty: 5714.141602
	Iteration 3F: 3 clusters Score -1.232037e+07 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30957 members 
Mstep: Class 2 contains 69798 members 
Entering Unmasked Estep 
Score: -12324516.000000 Penalty: 5714.141602
	Iteration 4F: 3 clusters Score -1.232452e+07 nChanged 8263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 77981 members 
Entering Unmasked Estep 
Score: -12331141.000000 Penalty: 5714.141602
	Iteration 5F: 3 clusters Score -1.233114e+07 nChanged 8695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 86660 members 
Entering Unmasked Estep 
Score: -12339200.000000 Penalty: 5714.141602
	Iteration 6F: 3 clusters Score -1.23392e+07 nChanged 7227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 93885 members 
Entering Unmasked Estep 
Score: -12346466.000000 Penalty: 5714.141602
	Iteration 7F: 3 clusters Score -1.234647e+07 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 97945 members 
Entering Unmasked Estep 
Score: -12350328.000000 Penalty: 5714.141602
	Iteration 8Q: 3 clusters Score -1.235033e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 99612 members 
Entering Unmasked Estep 
Score: -12351948.000000 Penalty: 5714.141602
	Iteration 9Q: 3 clusters Score -1.235195e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 100160 members 
Entering Unmasked Estep 
Score: -12352457.000000 Penalty: 5714.141602
	Iteration 10Q: 3 clusters Score -1.235246e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 100341 members 
Entering Unmasked Estep 
Score: -12352662.000000 Penalty: 5714.141602
	Iteration 11Q: 3 clusters Score -1.235266e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 100406 members 
Entering Unmasked Estep 
Score: -12352755.000000 Penalty: 5714.141602
	Iteration 12Q: 3 clusters Score -1.235276e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 100435 members 
Entering Unmasked Estep 
Score: -12352795.000000 Penalty: 5714.141602
	Iteration 13Q: 3 clusters Score -1.23528e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 100455 members 
Entering Unmasked Estep 
Score: -12352831.000000 Penalty: 5714.141602
	Iteration 14Q: 3 clusters Score -1.235283e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 100477 members 
Entering Unmasked Estep 
Score: -12352861.000000 Penalty: 5714.141602
	Iteration 15Q: 3 clusters Score -1.235286e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 100483 members 
Entering Unmasked Estep 
Score: -12352874.000000 Penalty: 5714.141602
	Iteration 16Q: 3 clusters Score -1.235287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 100486 members 
Entering Unmasked Estep 
Score: -12352884.000000 Penalty: 5714.141602
	Iteration 17Q: 3 clusters Score -1.235288e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 100491 members 
Entering Unmasked Estep 
Score: -12352888.000000 Penalty: 5714.141602
	Iteration 18Q: 3 clusters Score -1.235289e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 100495 members 
Entering Unmasked Estep 
Score: -12352904.000000 Penalty: 5714.141602
	Iteration 19Q: 3 clusters Score -1.23529e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 100497 members 
Entering Unmasked Estep 
Score: -12352910.000000 Penalty: 5714.141602
	Iteration 20F: 3 clusters Score -1.235291e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 100495 members 
Entering Unmasked Estep 
Score: -12352913.000000 Penalty: 5714.141602
	Iteration 21Q: 3 clusters Score -1.235291e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 100495 members 
Entering Unmasked Estep 
Score: -12352913.000000 Penalty: 5714.141602
	Iteration 22F: 3 clusters Score -1.235291e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (193277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193277 members 
Entering Unmasked Estep 
Score: -23058704.000000 Penalty: 3018.626221
	Iteration 0F: 2 clusters Score -2.30587e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97106 members 
Mstep: Class 2 contains 96171 members 
Entering Unmasked Estep 
Score: -22929848.000000 Penalty: 6037.252441
	Iteration 0F: 3 clusters Score -2.292985e+07 nChanged 92675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104895 members 
Mstep: Class 2 contains 88382 members 
Entering Unmasked Estep 
Score: -22984946.000000 Penalty: 6037.252441
	Iteration 1F: 3 clusters Score -2.298495e+07 nChanged 6713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110036 members 
Mstep: Class 2 contains 83241 members 
Entering Unmasked Estep 
Score: -22986780.000000 Penalty: 6037.252441
	Iteration 2Q: 3 clusters Score -2.298678e+07 nChanged 8809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118037 members 
Mstep: Class 2 contains 75240 members 
Entering Unmasked Estep 
Score: -22990578.000000 Penalty: 6037.252441
	Iteration 3Q: 3 clusters Score -2.299058e+07 nChanged 12230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129957 members 
Mstep: Class 2 contains 63320 members 
Entering Unmasked Estep 
Score: -22997542.000000 Penalty: 6037.252441
	Iteration 4F: 3 clusters Score -2.299754e+07 nChanged 16123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145966 members 
Mstep: Class 2 contains 47311 members 
Entering Unmasked Estep 
Score: -23009892.000000 Penalty: 6037.252441
	Iteration 5F: 3 clusters Score -2.300989e+07 nChanged 18152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164090 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -23026944.000000 Penalty: 6037.252441
	Iteration 6F: 3 clusters Score -2.302694e+07 nChanged 15610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179692 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -23042788.000000 Penalty: 6037.252441
	Iteration 7F: 3 clusters Score -2.304279e+07 nChanged 8720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188408 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -23051566.000000 Penalty: 6037.252441
	Iteration 8Q: 3 clusters Score -2.305157e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191684 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -23054628.000000 Penalty: 6037.252441
	Iteration 9Q: 3 clusters Score -2.305463e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192615 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -23055502.000000 Penalty: 6037.252441
	Iteration 10Q: 3 clusters Score -2.30555e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192881 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -23055752.000000 Penalty: 6037.252441
	Iteration 11Q: 3 clusters Score -2.305575e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192946 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -23055878.000000 Penalty: 6037.252441
	Iteration 12Q: 3 clusters Score -2.305588e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192979 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -23055936.000000 Penalty: 6037.252441
	Iteration 13Q: 3 clusters Score -2.305594e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192987 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -23055968.000000 Penalty: 6037.252441
	Iteration 14Q: 3 clusters Score -2.305597e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192992 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -23055982.000000 Penalty: 6037.252441
	Iteration 15Q: 3 clusters Score -2.305598e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192995 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -23056008.000000 Penalty: 6037.252441
	Iteration 16Q: 3 clusters Score -2.305601e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192997 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -23056024.000000 Penalty: 6037.252441
	Iteration 17Q: 3 clusters Score -2.305602e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192995 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -23056020.000000 Penalty: 6037.252441
	Iteration 18Q: 3 clusters Score -2.305602e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192995 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -23056032.000000 Penalty: 6037.252441
	Iteration 19Q: 3 clusters Score -2.305603e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192999 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -23056022.000000 Penalty: 6037.252441
	Iteration 20F: 3 clusters Score -2.305602e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193004 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -23056052.000000 Penalty: 6037.252441
	Iteration 21Q: 3 clusters Score -2.305605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193003 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -23056038.000000 Penalty: 6037.252441
	Iteration 22Q: 3 clusters Score -2.305604e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193003 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -23056038.000000 Penalty: 6037.252441
	Iteration 23F: 3 clusters Score -2.305604e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Entering Unmasked Estep 
Score: -2035075.625000 Penalty: 2412.559570
	Iteration 0F: 2 clusters Score -2035076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -2023098.875000 Penalty: 4825.119141
	Iteration 0F: 3 clusters Score -2023099 nChanged 7280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -2026944.875000 Penalty: 4825.119141
	Iteration 1F: 3 clusters Score -2026945 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -2027252.000000 Penalty: 4825.119141
	Iteration 2F: 3 clusters Score -2027252 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -2027543.375000 Penalty: 4825.119141
	Iteration 3Q: 3 clusters Score -2027543 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -2027816.750000 Penalty: 4825.119141
	Iteration 4Q: 3 clusters Score -2027817 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -2028094.875000 Penalty: 4825.119141
	Iteration 5Q: 3 clusters Score -2028095 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -2028370.250000 Penalty: 4825.119141
	Iteration 6Q: 3 clusters Score -2028370 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -2028607.750000 Penalty: 4825.119141
	Iteration 7Q: 3 clusters Score -2028608 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -2028847.125000 Penalty: 4825.119141
	Iteration 8Q: 3 clusters Score -2028847 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -2029141.625000 Penalty: 4825.119141
	Iteration 9Q: 3 clusters Score -2029142 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -2029480.250000 Penalty: 4825.119141
	Iteration 10Q: 3 clusters Score -2029480 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -2029837.625000 Penalty: 4825.119141
	Iteration 11Q: 3 clusters Score -2029838 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -2030164.375000 Penalty: 4825.119141
	Iteration 12Q: 3 clusters Score -2030164 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -2030424.500000 Penalty: 4825.119141
	Iteration 13Q: 3 clusters Score -2030424 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -2030634.000000 Penalty: 4825.119141
	Iteration 14Q: 3 clusters Score -2030634 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -2030807.750000 Penalty: 4825.119141
	Iteration 15Q: 3 clusters Score -2030808 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -2030956.000000 Penalty: 4825.119141
	Iteration 16Q: 3 clusters Score -2030956 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -2031070.375000 Penalty: 4825.119141
	Iteration 17Q: 3 clusters Score -2031070 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -2031168.500000 Penalty: 4825.119141
	Iteration 18Q: 3 clusters Score -2031168 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -2031232.375000 Penalty: 4825.119141
	Iteration 19Q: 3 clusters Score -2031232 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -2031301.375000 Penalty: 4825.119141
	Iteration 20F: 3 clusters Score -2031301 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -2031346.000000 Penalty: 4825.119141
	Iteration 21Q: 3 clusters Score -2031346 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -2031397.500000 Penalty: 4825.119141
	Iteration 22Q: 3 clusters Score -2031398 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -2031438.125000 Penalty: 4825.119141
	Iteration 23Q: 3 clusters Score -2031438 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -2031471.625000 Penalty: 4825.119141
	Iteration 24Q: 3 clusters Score -2031472 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -2031497.375000 Penalty: 4825.119141
	Iteration 25Q: 3 clusters Score -2031497 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -2031524.375000 Penalty: 4825.119141
	Iteration 26Q: 3 clusters Score -2031524 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -2031543.500000 Penalty: 4825.119141
	Iteration 27Q: 3 clusters Score -2031544 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -2031556.375000 Penalty: 4825.119141
	Iteration 28Q: 3 clusters Score -2031556 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -2031577.000000 Penalty: 4825.119141
	Iteration 29Q: 3 clusters Score -2031577 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -2031602.375000 Penalty: 4825.119141
	Iteration 30Q: 3 clusters Score -2031602 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -2031613.250000 Penalty: 4825.119141
	Iteration 31Q: 3 clusters Score -2031613 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -2031623.500000 Penalty: 4825.119141
	Iteration 32Q: 3 clusters Score -2031624 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -2031643.000000 Penalty: 4825.119141
	Iteration 33Q: 3 clusters Score -2031643 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -2031662.500000 Penalty: 4825.119141
	Iteration 34Q: 3 clusters Score -2031662 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -2031680.875000 Penalty: 4825.119141
	Iteration 35Q: 3 clusters Score -2031681 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -2031694.750000 Penalty: 4825.119141
	Iteration 36Q: 3 clusters Score -2031695 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -2031711.125000 Penalty: 4825.119141
	Iteration 37Q: 3 clusters Score -2031711 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -2031720.875000 Penalty: 4825.119141
	Iteration 38Q: 3 clusters Score -2031721 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -2031733.000000 Penalty: 4825.119141
	Iteration 39Q: 3 clusters Score -2031733 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -2031736.500000 Penalty: 4825.119141
	Iteration 40F: 3 clusters Score -2031736 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -2031752.000000 Penalty: 4825.119141
	Iteration 41Q: 3 clusters Score -2031752 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -2031763.375000 Penalty: 4825.119141
	Iteration 42Q: 3 clusters Score -2031763 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -2031776.500000 Penalty: 4825.119141
	Iteration 43Q: 3 clusters Score -2031776 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -2031782.875000 Penalty: 4825.119141
	Iteration 44Q: 3 clusters Score -2031783 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -2031790.250000 Penalty: 4825.119141
	Iteration 45Q: 3 clusters Score -2031790 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -2031794.875000 Penalty: 4825.119141
	Iteration 46Q: 3 clusters Score -2031795 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -2031805.750000 Penalty: 4825.119141
	Iteration 47Q: 3 clusters Score -2031806 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -2031820.625000 Penalty: 4825.119141
	Iteration 48Q: 3 clusters Score -2031821 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -2031832.500000 Penalty: 4825.119141
	Iteration 49Q: 3 clusters Score -2031832 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -2031840.250000 Penalty: 4825.119141
	Iteration 50Q: 3 clusters Score -2031840 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -2031854.000000 Penalty: 4825.119141
	Iteration 51Q: 3 clusters Score -2031854 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -2031860.750000 Penalty: 4825.119141
	Iteration 52Q: 3 clusters Score -2031861 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -2031875.500000 Penalty: 4825.119141
	Iteration 53Q: 3 clusters Score -2031876 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -2031889.375000 Penalty: 4825.119141
	Iteration 54Q: 3 clusters Score -2031889 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -2031901.125000 Penalty: 4825.119141
	Iteration 55Q: 3 clusters Score -2031901 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -2031913.875000 Penalty: 4825.119141
	Iteration 56Q: 3 clusters Score -2031914 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -2031920.250000 Penalty: 4825.119141
	Iteration 57Q: 3 clusters Score -2031920 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -2031936.875000 Penalty: 4825.119141
	Iteration 58Q: 3 clusters Score -2031937 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -2031970.375000 Penalty: 4825.119141
	Iteration 59Q: 3 clusters Score -2031970 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -2031979.500000 Penalty: 4825.119141
	Iteration 60F: 3 clusters Score -2031980 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -2032011.000000 Penalty: 4825.119141
	Iteration 61Q: 3 clusters Score -2032011 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -2032040.625000 Penalty: 4825.119141
	Iteration 62Q: 3 clusters Score -2032041 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -2032065.500000 Penalty: 4825.119141
	Iteration 63Q: 3 clusters Score -2032066 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -2032087.375000 Penalty: 4825.119141
	Iteration 64Q: 3 clusters Score -2032087 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -2032108.500000 Penalty: 4825.119141
	Iteration 65Q: 3 clusters Score -2032108 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -2032123.250000 Penalty: 4825.119141
	Iteration 66Q: 3 clusters Score -2032123 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -2032142.000000 Penalty: 4825.119141
	Iteration 67Q: 3 clusters Score -2032142 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -2032168.500000 Penalty: 4825.119141
	Iteration 68Q: 3 clusters Score -2032168 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -2032181.750000 Penalty: 4825.119141
	Iteration 69Q: 3 clusters Score -2032182 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -2032204.375000 Penalty: 4825.119141
	Iteration 70Q: 3 clusters Score -2032204 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -2032227.875000 Penalty: 4825.119141
	Iteration 71Q: 3 clusters Score -2032228 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -2032248.750000 Penalty: 4825.119141
	Iteration 72Q: 3 clusters Score -2032249 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -2032277.875000 Penalty: 4825.119141
	Iteration 73Q: 3 clusters Score -2032278 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -2032297.625000 Penalty: 4825.119141
	Iteration 74Q: 3 clusters Score -2032298 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -2032334.500000 Penalty: 4825.119141
	Iteration 75Q: 3 clusters Score -2032334 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -2032369.875000 Penalty: 4825.119141
	Iteration 76Q: 3 clusters Score -2032370 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -2032411.125000 Penalty: 4825.119141
	Iteration 77Q: 3 clusters Score -2032411 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -2032456.375000 Penalty: 4825.119141
	Iteration 78Q: 3 clusters Score -2032456 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -2032494.375000 Penalty: 4825.119141
	Iteration 79Q: 3 clusters Score -2032494 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2032536.375000 Penalty: 4825.119141
	Iteration 80F: 3 clusters Score -2032536 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -2032582.000000 Penalty: 4825.119141
	Iteration 81Q: 3 clusters Score -2032582 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -2032614.500000 Penalty: 4825.119141
	Iteration 82Q: 3 clusters Score -2032614 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -2032640.750000 Penalty: 4825.119141
	Iteration 83Q: 3 clusters Score -2032641 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -2032678.875000 Penalty: 4825.119141
	Iteration 84Q: 3 clusters Score -2032679 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -2032709.375000 Penalty: 4825.119141
	Iteration 85Q: 3 clusters Score -2032709 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -2032741.375000 Penalty: 4825.119141
	Iteration 86Q: 3 clusters Score -2032741 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2032761.625000 Penalty: 4825.119141
	Iteration 87Q: 3 clusters Score -2032762 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2032785.875000 Penalty: 4825.119141
	Iteration 88Q: 3 clusters Score -2032786 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2032801.250000 Penalty: 4825.119141
	Iteration 89Q: 3 clusters Score -2032801 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2032813.000000 Penalty: 4825.119141
	Iteration 90Q: 3 clusters Score -2032813 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2032825.625000 Penalty: 4825.119141
	Iteration 91Q: 3 clusters Score -2032826 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2032839.875000 Penalty: 4825.119141
	Iteration 92Q: 3 clusters Score -2032840 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2032852.000000 Penalty: 4825.119141
	Iteration 93Q: 3 clusters Score -2032852 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2032863.000000 Penalty: 4825.119141
	Iteration 94Q: 3 clusters Score -2032863 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2032871.000000 Penalty: 4825.119141
	Iteration 95Q: 3 clusters Score -2032871 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2032876.500000 Penalty: 4825.119141
	Iteration 96Q: 3 clusters Score -2032876 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2032889.625000 Penalty: 4825.119141
	Iteration 97Q: 3 clusters Score -2032890 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2032902.375000 Penalty: 4825.119141
	Iteration 98Q: 3 clusters Score -2032902 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2032912.250000 Penalty: 4825.119141
	Iteration 99Q: 3 clusters Score -2032912 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2032923.625000 Penalty: 4825.119141
	Iteration 100F: 3 clusters Score -2032924 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2032928.625000 Penalty: 4825.119141
	Iteration 101Q: 3 clusters Score -2032929 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2032938.500000 Penalty: 4825.119141
	Iteration 102Q: 3 clusters Score -2032938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2032943.375000 Penalty: 4825.119141
	Iteration 103Q: 3 clusters Score -2032943 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2032952.750000 Penalty: 4825.119141
	Iteration 104Q: 3 clusters Score -2032953 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2032957.000000 Penalty: 4825.119141
	Iteration 105Q: 3 clusters Score -2032957 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2032971.125000 Penalty: 4825.119141
	Iteration 106Q: 3 clusters Score -2032971 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2032981.250000 Penalty: 4825.119141
	Iteration 107Q: 3 clusters Score -2032981 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2032982.500000 Penalty: 4825.119141
	Iteration 108Q: 3 clusters Score -2032982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2032990.375000 Penalty: 4825.119141
	Iteration 109Q: 3 clusters Score -2032990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2032992.250000 Penalty: 4825.119141
	Iteration 110Q: 3 clusters Score -2032992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2033000.000000 Penalty: 4825.119141
	Iteration 111Q: 3 clusters Score -2033000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2033002.875000 Penalty: 4825.119141
	Iteration 112Q: 3 clusters Score -2033003 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2033015.250000 Penalty: 4825.119141
	Iteration 113Q: 3 clusters Score -2033015 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2033019.375000 Penalty: 4825.119141
	Iteration 114Q: 3 clusters Score -2033019 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2033021.625000 Penalty: 4825.119141
	Iteration 115Q: 3 clusters Score -2033022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2033034.375000 Penalty: 4825.119141
	Iteration 116Q: 3 clusters Score -2033034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2033036.125000 Penalty: 4825.119141
	Iteration 117Q: 3 clusters Score -2033036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2033037.875000 Penalty: 4825.119141
	Iteration 118Q: 3 clusters Score -2033038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2033039.375000 Penalty: 4825.119141
	Iteration 119Q: 3 clusters Score -2033039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2033043.500000 Penalty: 4825.119141
	Iteration 120F: 3 clusters Score -2033044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2033047.500000 Penalty: 4825.119141
	Iteration 121Q: 3 clusters Score -2033048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2033050.250000 Penalty: 4825.119141
	Iteration 122Q: 3 clusters Score -2033050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2033058.375000 Penalty: 4825.119141
	Iteration 123Q: 3 clusters Score -2033058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2033061.125000 Penalty: 4825.119141
	Iteration 124Q: 3 clusters Score -2033061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2033061.125000 Penalty: 4825.119141
	Iteration 125Q: 3 clusters Score -2033061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2033063.375000 Penalty: 4825.119141
	Iteration 126Q: 3 clusters Score -2033063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2033064.375000 Penalty: 4825.119141
	Iteration 127Q: 3 clusters Score -2033064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2033067.625000 Penalty: 4825.119141
	Iteration 128Q: 3 clusters Score -2033068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2033064.875000 Penalty: 4825.119141
	Iteration 129Q: 3 clusters Score -2033065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2033064.625000 Penalty: 4825.119141
	Iteration 130Q: 3 clusters Score -2033065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2033067.500000 Penalty: 4825.119141
	Iteration 131Q: 3 clusters Score -2033068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2033066.250000 Penalty: 4825.119141
	Iteration 132Q: 3 clusters Score -2033066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2033063.875000 Penalty: 4825.119141
	Iteration 133Q: 3 clusters Score -2033064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2033066.125000 Penalty: 4825.119141
	Iteration 134Q: 3 clusters Score -2033066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2033066.125000 Penalty: 4825.119141
	Iteration 135F: 3 clusters Score -2033066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (84106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84106 members 
Entering Unmasked Estep 
Score: -10271297.000000 Penalty: 2812.278564
	Iteration 0F: 2 clusters Score -1.02713e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41995 members 
Mstep: Class 2 contains 42111 members 
Entering Unmasked Estep 
Score: -10215112.000000 Penalty: 5624.557129
	Iteration 0F: 3 clusters Score -1.021511e+07 nChanged 39300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40175 members 
Mstep: Class 2 contains 43931 members 
Entering Unmasked Estep 
Score: -10237764.000000 Penalty: 5624.557129
	Iteration 1F: 3 clusters Score -1.023776e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38658 members 
Mstep: Class 2 contains 45448 members 
Entering Unmasked Estep 
Score: -10239064.000000 Penalty: 5624.557129
	Iteration 2Q: 3 clusters Score -1.023906e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36318 members 
Mstep: Class 2 contains 47788 members 
Entering Unmasked Estep 
Score: -10240875.000000 Penalty: 5624.557129
	Iteration 3Q: 3 clusters Score -1.024088e+07 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33075 members 
Mstep: Class 2 contains 51031 members 
Entering Unmasked Estep 
Score: -10243405.000000 Penalty: 5624.557129
	Iteration 4F: 3 clusters Score -1.02434e+07 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 55129 members 
Entering Unmasked Estep 
Score: -10246834.000000 Penalty: 5624.557129
	Iteration 5F: 3 clusters Score -1.024683e+07 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 59965 members 
Entering Unmasked Estep 
Score: -10251098.000000 Penalty: 5624.557129
	Iteration 6F: 3 clusters Score -1.02511e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 65293 members 
Entering Unmasked Estep 
Score: -10255779.000000 Penalty: 5624.557129
	Iteration 7F: 3 clusters Score -1.025578e+07 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 70459 members 
Entering Unmasked Estep 
Score: -10260261.000000 Penalty: 5624.557129
	Iteration 8F: 3 clusters Score -1.026026e+07 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 74785 members 
Entering Unmasked Estep 
Score: -10263783.000000 Penalty: 5624.557129
	Iteration 9F: 3 clusters Score -1.026378e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 77946 members 
Entering Unmasked Estep 
Score: -10266098.000000 Penalty: 5624.557129
	Iteration 10Q: 3 clusters Score -1.02661e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 80091 members 
Entering Unmasked Estep 
Score: -10267599.000000 Penalty: 5624.557129
	Iteration 11Q: 3 clusters Score -1.02676e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 81356 members 
Entering Unmasked Estep 
Score: -10268433.000000 Penalty: 5624.557129
	Iteration 12Q: 3 clusters Score -1.026843e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 82122 members 
Entering Unmasked Estep 
Score: -10268888.000000 Penalty: 5624.557129
	Iteration 13Q: 3 clusters Score -1.026889e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 82534 members 
Entering Unmasked Estep 
Score: -10269122.000000 Penalty: 5624.557129
	Iteration 14Q: 3 clusters Score -1.026912e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 82771 members 
Entering Unmasked Estep 
Score: -10269252.000000 Penalty: 5624.557129
	Iteration 15Q: 3 clusters Score -1.026925e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 82918 members 
Entering Unmasked Estep 
Score: -10269333.000000 Penalty: 5624.557129
	Iteration 16Q: 3 clusters Score -1.026933e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 83017 members 
Entering Unmasked Estep 
Score: -10269384.000000 Penalty: 5624.557129
	Iteration 17Q: 3 clusters Score -1.026938e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 83067 members 
Entering Unmasked Estep 
Score: -10269402.000000 Penalty: 5624.557129
	Iteration 18Q: 3 clusters Score -1.02694e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 83112 members 
Entering Unmasked Estep 
Score: -10269422.000000 Penalty: 5624.557129
	Iteration 19Q: 3 clusters Score -1.026942e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 83143 members 
Entering Unmasked Estep 
Score: -10269428.000000 Penalty: 5624.557129
	Iteration 20F: 3 clusters Score -1.026943e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 83159 members 
Entering Unmasked Estep 
Score: -10269426.000000 Penalty: 5624.557129
	Iteration 21Q: 3 clusters Score -1.026943e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 83170 members 
Entering Unmasked Estep 
Score: -10269454.000000 Penalty: 5624.557129
	Iteration 22Q: 3 clusters Score -1.026945e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 83184 members 
Entering Unmasked Estep 
Score: -10269463.000000 Penalty: 5624.557129
	Iteration 23Q: 3 clusters Score -1.026946e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 83193 members 
Entering Unmasked Estep 
Score: -10269462.000000 Penalty: 5624.557129
	Iteration 24Q: 3 clusters Score -1.026946e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 83202 members 
Entering Unmasked Estep 
Score: -10269470.000000 Penalty: 5624.557129
	Iteration 25Q: 3 clusters Score -1.026947e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 83213 members 
Entering Unmasked Estep 
Score: -10269487.000000 Penalty: 5624.557129
	Iteration 26Q: 3 clusters Score -1.026949e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 83223 members 
Entering Unmasked Estep 
Score: -10269480.000000 Penalty: 5624.557129
	Iteration 27Q: 3 clusters Score -1.026948e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 83230 members 
Entering Unmasked Estep 
Score: -10269481.000000 Penalty: 5624.557129
	Iteration 28Q: 3 clusters Score -1.026948e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 83237 members 
Entering Unmasked Estep 
Score: -10269479.000000 Penalty: 5624.557129
	Iteration 29Q: 3 clusters Score -1.026948e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 83243 members 
Entering Unmasked Estep 
Score: -10269488.000000 Penalty: 5624.557129
	Iteration 30Q: 3 clusters Score -1.026949e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 83243 members 
Entering Unmasked Estep 
Score: -10269487.000000 Penalty: 5624.557129
	Iteration 31Q: 3 clusters Score -1.026949e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 83246 members 
Entering Unmasked Estep 
Score: -10269483.000000 Penalty: 5624.557129
	Iteration 32Q: 3 clusters Score -1.026948e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 83251 members 
Entering Unmasked Estep 
Score: -10269483.000000 Penalty: 5624.557129
	Iteration 33Q: 3 clusters Score -1.026948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 83253 members 
Entering Unmasked Estep 
Score: -10269493.000000 Penalty: 5624.557129
	Iteration 34Q: 3 clusters Score -1.026949e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 83262 members 
Entering Unmasked Estep 
Score: -10269495.000000 Penalty: 5624.557129
	Iteration 35Q: 3 clusters Score -1.02695e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 83265 members 
Entering Unmasked Estep 
Score: -10269490.000000 Penalty: 5624.557129
	Iteration 36Q: 3 clusters Score -1.026949e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 83267 members 
Entering Unmasked Estep 
Score: -10269492.000000 Penalty: 5624.557129
	Iteration 37Q: 3 clusters Score -1.026949e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 83268 members 
Entering Unmasked Estep 
Score: -10269498.000000 Penalty: 5624.557129
	Iteration 38Q: 3 clusters Score -1.02695e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 83269 members 
Entering Unmasked Estep 
Score: -10269494.000000 Penalty: 5624.557129
	Iteration 39Q: 3 clusters Score -1.026949e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 83269 members 
Entering Unmasked Estep 
Score: -10269494.000000 Penalty: 5624.557129
	Iteration 40F: 3 clusters Score -1.026949e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (25059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Entering Unmasked Estep 
Score: -3009611.250000 Penalty: 2511.989014
	Iteration 0F: 2 clusters Score -3009611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -2992317.750000 Penalty: 5023.978027
	Iteration 0F: 3 clusters Score -2992318 nChanged 11084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -2998271.750000 Penalty: 5023.978027
	Iteration 1F: 3 clusters Score -2998272 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -2999015.250000 Penalty: 5023.978027
	Iteration 2F: 3 clusters Score -2999015 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -2999912.500000 Penalty: 5023.978027
	Iteration 3F: 3 clusters Score -2999912 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -3000983.750000 Penalty: 5023.978027
	Iteration 4F: 3 clusters Score -3000984 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -3002049.250000 Penalty: 5023.978027
	Iteration 5F: 3 clusters Score -3002049 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -3003238.750000 Penalty: 5023.978027
	Iteration 6F: 3 clusters Score -3003239 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -3004463.750000 Penalty: 5023.978027
	Iteration 7F: 3 clusters Score -3004464 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -3005572.000000 Penalty: 5023.978027
	Iteration 8F: 3 clusters Score -3005572 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -3006480.500000 Penalty: 5023.978027
	Iteration 9Q: 3 clusters Score -3006480 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -3007156.750000 Penalty: 5023.978027
	Iteration 10Q: 3 clusters Score -3007157 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -3007628.750000 Penalty: 5023.978027
	Iteration 11Q: 3 clusters Score -3007629 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -3007921.250000 Penalty: 5023.978027
	Iteration 12Q: 3 clusters Score -3007921 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -3008063.750000 Penalty: 5023.978027
	Iteration 13Q: 3 clusters Score -3008064 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -3008169.750000 Penalty: 5023.978027
	Iteration 14Q: 3 clusters Score -3008170 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -3008266.250000 Penalty: 5023.978027
	Iteration 15Q: 3 clusters Score -3008266 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -3008319.250000 Penalty: 5023.978027
	Iteration 16Q: 3 clusters Score -3008319 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -3008362.000000 Penalty: 5023.978027
	Iteration 17Q: 3 clusters Score -3008362 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -3008400.500000 Penalty: 5023.978027
	Iteration 18Q: 3 clusters Score -3008400 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -3008443.000000 Penalty: 5023.978027
	Iteration 19Q: 3 clusters Score -3008443 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -3008452.250000 Penalty: 5023.978027
	Iteration 20F: 3 clusters Score -3008452 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -3008474.750000 Penalty: 5023.978027
	Iteration 21Q: 3 clusters Score -3008475 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -3008495.750000 Penalty: 5023.978027
	Iteration 22Q: 3 clusters Score -3008496 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -3008513.250000 Penalty: 5023.978027
	Iteration 23Q: 3 clusters Score -3008513 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -3008528.000000 Penalty: 5023.978027
	Iteration 24Q: 3 clusters Score -3008528 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -3008539.750000 Penalty: 5023.978027
	Iteration 25Q: 3 clusters Score -3008540 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -3008550.500000 Penalty: 5023.978027
	Iteration 26Q: 3 clusters Score -3008550 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -3008552.750000 Penalty: 5023.978027
	Iteration 27Q: 3 clusters Score -3008553 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -3008561.500000 Penalty: 5023.978027
	Iteration 28Q: 3 clusters Score -3008562 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -3008559.500000 Penalty: 5023.978027
	Iteration 29Q: 3 clusters Score -3008560 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -3008570.500000 Penalty: 5023.978027
	Iteration 30Q: 3 clusters Score -3008570 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -3008574.250000 Penalty: 5023.978027
	Iteration 31Q: 3 clusters Score -3008574 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -3008573.000000 Penalty: 5023.978027
	Iteration 32Q: 3 clusters Score -3008573 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -3008572.500000 Penalty: 5023.978027
	Iteration 33Q: 3 clusters Score -3008572 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -3008580.000000 Penalty: 5023.978027
	Iteration 34Q: 3 clusters Score -3008580 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -3008589.000000 Penalty: 5023.978027
	Iteration 35Q: 3 clusters Score -3008589 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -3008593.500000 Penalty: 5023.978027
	Iteration 36Q: 3 clusters Score -3008594 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -3008598.250000 Penalty: 5023.978027
	Iteration 37Q: 3 clusters Score -3008598 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -3008607.000000 Penalty: 5023.978027
	Iteration 38Q: 3 clusters Score -3008607 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -3008604.000000 Penalty: 5023.978027
	Iteration 39Q: 3 clusters Score -3008604 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -3008610.000000 Penalty: 5023.978027
	Iteration 40F: 3 clusters Score -3008610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -3008608.000000 Penalty: 5023.978027
	Iteration 41Q: 3 clusters Score -3008608 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -3008614.750000 Penalty: 5023.978027
	Iteration 42Q: 3 clusters Score -3008615 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -3008612.250000 Penalty: 5023.978027
	Iteration 43Q: 3 clusters Score -3008612 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -3008619.750000 Penalty: 5023.978027
	Iteration 44Q: 3 clusters Score -3008620 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -3008618.750000 Penalty: 5023.978027
	Iteration 45Q: 3 clusters Score -3008619 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -3008620.250000 Penalty: 5023.978027
	Iteration 46Q: 3 clusters Score -3008620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -3008626.250000 Penalty: 5023.978027
	Iteration 47Q: 3 clusters Score -3008626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -3008619.500000 Penalty: 5023.978027
	Iteration 48Q: 3 clusters Score -3008620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -3008629.000000 Penalty: 5023.978027
	Iteration 49Q: 3 clusters Score -3008629 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -3008625.750000 Penalty: 5023.978027
	Iteration 50Q: 3 clusters Score -3008626 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -3008629.000000 Penalty: 5023.978027
	Iteration 51Q: 3 clusters Score -3008629 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -3008628.000000 Penalty: 5023.978027
	Iteration 52Q: 3 clusters Score -3008628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -3008635.500000 Penalty: 5023.978027
	Iteration 53Q: 3 clusters Score -3008636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -3008634.750000 Penalty: 5023.978027
	Iteration 54Q: 3 clusters Score -3008635 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -3008635.750000 Penalty: 5023.978027
	Iteration 55Q: 3 clusters Score -3008636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -3008640.000000 Penalty: 5023.978027
	Iteration 56Q: 3 clusters Score -3008640 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -3008645.000000 Penalty: 5023.978027
	Iteration 57Q: 3 clusters Score -3008645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -3008644.750000 Penalty: 5023.978027
	Iteration 58Q: 3 clusters Score -3008645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -3008644.500000 Penalty: 5023.978027
	Iteration 59Q: 3 clusters Score -3008644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -3008645.000000 Penalty: 5023.978027
	Iteration 60F: 3 clusters Score -3008645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -3008643.750000 Penalty: 5023.978027
	Iteration 61Q: 3 clusters Score -3008644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -3008644.500000 Penalty: 5023.978027
	Iteration 62Q: 3 clusters Score -3008644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -3008641.750000 Penalty: 5023.978027
	Iteration 63Q: 3 clusters Score -3008642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -3008640.500000 Penalty: 5023.978027
	Iteration 64Q: 3 clusters Score -3008640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -3008646.500000 Penalty: 5023.978027
	Iteration 65Q: 3 clusters Score -3008646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -3008646.750000 Penalty: 5023.978027
	Iteration 66Q: 3 clusters Score -3008647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -3008648.250000 Penalty: 5023.978027
	Iteration 67Q: 3 clusters Score -3008648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -3008649.500000 Penalty: 5023.978027
	Iteration 68Q: 3 clusters Score -3008650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -3008648.000000 Penalty: 5023.978027
	Iteration 69Q: 3 clusters Score -3008648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -3008647.250000 Penalty: 5023.978027
	Iteration 70Q: 3 clusters Score -3008647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -3008648.250000 Penalty: 5023.978027
	Iteration 71Q: 3 clusters Score -3008648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -3008647.500000 Penalty: 5023.978027
	Iteration 72Q: 3 clusters Score -3008648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -3008644.250000 Penalty: 5023.978027
	Iteration 73Q: 3 clusters Score -3008644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -3008645.250000 Penalty: 5023.978027
	Iteration 74Q: 3 clusters Score -3008645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -3008645.250000 Penalty: 5023.978027
	Iteration 75F: 3 clusters Score -3008645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (52618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52618 members 
Entering Unmasked Estep 
Score: -6442038.500000 Penalty: 2695.961670
	Iteration 0F: 2 clusters Score -6442038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -6406634.500000 Penalty: 5391.923340
	Iteration 0F: 3 clusters Score -6406634 nChanged 24395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -6420201.500000 Penalty: 5391.923340
	Iteration 1F: 3 clusters Score -6420202 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 26821 members 
Entering Unmasked Estep 
Score: -6420808.000000 Penalty: 5391.923340
	Iteration 2Q: 3 clusters Score -6420808 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
Score: -6421417.000000 Penalty: 5391.923340
	Iteration 3Q: 3 clusters Score -6421417 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -6422171.000000 Penalty: 5391.923340
	Iteration 4Q: 3 clusters Score -6422171 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -6423109.500000 Penalty: 5391.923340
	Iteration 5Q: 3 clusters Score -6423110 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -6424298.500000 Penalty: 5391.923340
	Iteration 6Q: 3 clusters Score -6424298 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -6425852.000000 Penalty: 5391.923340
	Iteration 7F: 3 clusters Score -6425852 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -6427643.500000 Penalty: 5391.923340
	Iteration 8F: 3 clusters Score -6427644 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -6429414.500000 Penalty: 5391.923340
	Iteration 9F: 3 clusters Score -6429414 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 36437 members 
Entering Unmasked Estep 
Score: -6431030.500000 Penalty: 5391.923340
	Iteration 10F: 3 clusters Score -6431030 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
Score: -6432381.000000 Penalty: 5391.923340
	Iteration 11Q: 3 clusters Score -6432381 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 39251 members 
Entering Unmasked Estep 
Score: -6433411.000000 Penalty: 5391.923340
	Iteration 12Q: 3 clusters Score -6433411 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 40456 members 
Entering Unmasked Estep 
Score: -6434176.000000 Penalty: 5391.923340
	Iteration 13Q: 3 clusters Score -6434176 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 41518 members 
Entering Unmasked Estep 
Score: -6434775.500000 Penalty: 5391.923340
	Iteration 14Q: 3 clusters Score -6434776 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 42522 members 
Entering Unmasked Estep 
Score: -6435301.500000 Penalty: 5391.923340
	Iteration 15Q: 3 clusters Score -6435302 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 43488 members 
Entering Unmasked Estep 
Score: -6435849.000000 Penalty: 5391.923340
	Iteration 16Q: 3 clusters Score -6435849 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 44425 members 
Entering Unmasked Estep 
Score: -6436348.500000 Penalty: 5391.923340
	Iteration 17Q: 3 clusters Score -6436348 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 45316 members 
Entering Unmasked Estep 
Score: -6436944.500000 Penalty: 5391.923340
	Iteration 18Q: 3 clusters Score -6436944 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 46077 members 
Entering Unmasked Estep 
Score: -6437484.000000 Penalty: 5391.923340
	Iteration 19Q: 3 clusters Score -6437484 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 46725 members 
Entering Unmasked Estep 
Score: -6438005.500000 Penalty: 5391.923340
	Iteration 20F: 3 clusters Score -6438006 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 47281 members 
Entering Unmasked Estep 
Score: -6438464.500000 Penalty: 5391.923340
	Iteration 21Q: 3 clusters Score -6438464 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 47718 members 
Entering Unmasked Estep 
Score: -6438802.500000 Penalty: 5391.923340
	Iteration 22Q: 3 clusters Score -6438802 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 48097 members 
Entering Unmasked Estep 
Score: -6439111.500000 Penalty: 5391.923340
	Iteration 23Q: 3 clusters Score -6439112 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 48374 members 
Entering Unmasked Estep 
Score: -6439321.000000 Penalty: 5391.923340
	Iteration 24Q: 3 clusters Score -6439321 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 48611 members 
Entering Unmasked Estep 
Score: -6439474.500000 Penalty: 5391.923340
	Iteration 25Q: 3 clusters Score -6439474 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 48842 members 
Entering Unmasked Estep 
Score: -6439624.000000 Penalty: 5391.923340
	Iteration 26Q: 3 clusters Score -6439624 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 49046 members 
Entering Unmasked Estep 
Score: -6439733.500000 Penalty: 5391.923340
	Iteration 27Q: 3 clusters Score -6439734 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 49216 members 
Entering Unmasked Estep 
Score: -6439818.000000 Penalty: 5391.923340
	Iteration 28Q: 3 clusters Score -6439818 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 49365 members 
Entering Unmasked Estep 
Score: -6439895.500000 Penalty: 5391.923340
	Iteration 29Q: 3 clusters Score -6439896 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 49483 members 
Entering Unmasked Estep 
Score: -6439976.000000 Penalty: 5391.923340
	Iteration 30Q: 3 clusters Score -6439976 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 49586 members 
Entering Unmasked Estep 
Score: -6440023.500000 Penalty: 5391.923340
	Iteration 31Q: 3 clusters Score -6440024 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 49677 members 
Entering Unmasked Estep 
Score: -6440075.500000 Penalty: 5391.923340
	Iteration 32Q: 3 clusters Score -6440076 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 49751 members 
Entering Unmasked Estep 
Score: -6440084.500000 Penalty: 5391.923340
	Iteration 33Q: 3 clusters Score -6440084 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 49811 members 
Entering Unmasked Estep 
Score: -6440139.000000 Penalty: 5391.923340
	Iteration 34Q: 3 clusters Score -6440139 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 49854 members 
Entering Unmasked Estep 
Score: -6440158.000000 Penalty: 5391.923340
	Iteration 35Q: 3 clusters Score -6440158 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 49889 members 
Entering Unmasked Estep 
Score: -6440173.500000 Penalty: 5391.923340
	Iteration 36Q: 3 clusters Score -6440174 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 49928 members 
Entering Unmasked Estep 
Score: -6440185.500000 Penalty: 5391.923340
	Iteration 37Q: 3 clusters Score -6440186 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 49966 members 
Entering Unmasked Estep 
Score: -6440190.500000 Penalty: 5391.923340
	Iteration 38Q: 3 clusters Score -6440190 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 50003 members 
Entering Unmasked Estep 
Score: -6440199.500000 Penalty: 5391.923340
	Iteration 39Q: 3 clusters Score -6440200 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 50031 members 
Entering Unmasked Estep 
Score: -6440213.000000 Penalty: 5391.923340
	Iteration 40F: 3 clusters Score -6440213 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 50051 members 
Entering Unmasked Estep 
Score: -6440213.500000 Penalty: 5391.923340
	Iteration 41Q: 3 clusters Score -6440214 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 50067 members 
Entering Unmasked Estep 
Score: -6440211.500000 Penalty: 5391.923340
	Iteration 42Q: 3 clusters Score -6440212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 50076 members 
Entering Unmasked Estep 
Score: -6440209.000000 Penalty: 5391.923340
	Iteration 43Q: 3 clusters Score -6440209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 50082 members 
Entering Unmasked Estep 
Score: -6440218.500000 Penalty: 5391.923340
	Iteration 44Q: 3 clusters Score -6440218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 50085 members 
Entering Unmasked Estep 
Score: -6440222.000000 Penalty: 5391.923340
	Iteration 45Q: 3 clusters Score -6440222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 50088 members 
Entering Unmasked Estep 
Score: -6440222.000000 Penalty: 5391.923340
	Iteration 46Q: 3 clusters Score -6440222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 50090 members 
Entering Unmasked Estep 
Score: -6440222.500000 Penalty: 5391.923340
	Iteration 47Q: 3 clusters Score -6440222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 50092 members 
Entering Unmasked Estep 
Score: -6440224.000000 Penalty: 5391.923340
	Iteration 48Q: 3 clusters Score -6440224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 50093 members 
Entering Unmasked Estep 
Score: -6440227.000000 Penalty: 5391.923340
	Iteration 49Q: 3 clusters Score -6440227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 50099 members 
Entering Unmasked Estep 
Score: -6440234.000000 Penalty: 5391.923340
	Iteration 50Q: 3 clusters Score -6440234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 50108 members 
Entering Unmasked Estep 
Score: -6440230.500000 Penalty: 5391.923340
	Iteration 51Q: 3 clusters Score -6440230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 50119 members 
Entering Unmasked Estep 
Score: -6440237.500000 Penalty: 5391.923340
	Iteration 52Q: 3 clusters Score -6440238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 50124 members 
Entering Unmasked Estep 
Score: -6440234.500000 Penalty: 5391.923340
	Iteration 53Q: 3 clusters Score -6440234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 50133 members 
Entering Unmasked Estep 
Score: -6440231.000000 Penalty: 5391.923340
	Iteration 54Q: 3 clusters Score -6440231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 50140 members 
Entering Unmasked Estep 
Score: -6440225.000000 Penalty: 5391.923340
	Iteration 55Q: 3 clusters Score -6440225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 50149 members 
Entering Unmasked Estep 
Score: -6440226.500000 Penalty: 5391.923340
	Iteration 56Q: 3 clusters Score -6440226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 50155 members 
Entering Unmasked Estep 
Score: -6440227.500000 Penalty: 5391.923340
	Iteration 57Q: 3 clusters Score -6440228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 50159 members 
Entering Unmasked Estep 
Score: -6440236.000000 Penalty: 5391.923340
	Iteration 58Q: 3 clusters Score -6440236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 50169 members 
Entering Unmasked Estep 
Score: -6440228.500000 Penalty: 5391.923340
	Iteration 59Q: 3 clusters Score -6440228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 50175 members 
Entering Unmasked Estep 
Score: -6440222.500000 Penalty: 5391.923340
	Iteration 60F: 3 clusters Score -6440222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 50179 members 
Entering Unmasked Estep 
Score: -6440227.000000 Penalty: 5391.923340
	Iteration 61Q: 3 clusters Score -6440227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 50182 members 
Entering Unmasked Estep 
Score: -6440224.500000 Penalty: 5391.923340
	Iteration 62Q: 3 clusters Score -6440224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 50184 members 
Entering Unmasked Estep 
Score: -6440224.000000 Penalty: 5391.923340
	Iteration 63Q: 3 clusters Score -6440224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 50185 members 
Entering Unmasked Estep 
Score: -6440226.000000 Penalty: 5391.923340
	Iteration 64Q: 3 clusters Score -6440226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 50189 members 
Entering Unmasked Estep 
Score: -6440224.000000 Penalty: 5391.923340
	Iteration 65Q: 3 clusters Score -6440224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 50190 members 
Entering Unmasked Estep 
Score: -6440231.000000 Penalty: 5391.923340
	Iteration 66Q: 3 clusters Score -6440231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 50190 members 
Entering Unmasked Estep 
Score: -6440231.000000 Penalty: 5391.923340
	Iteration 67F: 3 clusters Score -6440231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44419 members 
Entering Unmasked Estep 
Score: -5381052.000000 Penalty: 2653.952881
	Iteration 0F: 2 clusters Score -5381052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -5350976.000000 Penalty: 5307.905762
	Iteration 0F: 3 clusters Score -5350976 nChanged 20525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -5362438.500000 Penalty: 5307.905762
	Iteration 1F: 3 clusters Score -5362438 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -5363695.000000 Penalty: 5307.905762
	Iteration 2F: 3 clusters Score -5363695 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -5365814.500000 Penalty: 5307.905762
	Iteration 3F: 3 clusters Score -5365814 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -5368636.000000 Penalty: 5307.905762
	Iteration 4F: 3 clusters Score -5368636 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -5371288.000000 Penalty: 5307.905762
	Iteration 5F: 3 clusters Score -5371288 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -5373373.500000 Penalty: 5307.905762
	Iteration 6F: 3 clusters Score -5373374 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30506 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -5374781.000000 Penalty: 5307.905762
	Iteration 7F: 3 clusters Score -5374781 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31877 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -5375807.000000 Penalty: 5307.905762
	Iteration 8Q: 3 clusters Score -5375807 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -5376558.000000 Penalty: 5307.905762
	Iteration 9Q: 3 clusters Score -5376558 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34226 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -5377242.500000 Penalty: 5307.905762
	Iteration 10Q: 3 clusters Score -5377242 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35218 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -5377778.000000 Penalty: 5307.905762
	Iteration 11Q: 3 clusters Score -5377778 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -5378162.500000 Penalty: 5307.905762
	Iteration 12Q: 3 clusters Score -5378162 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36780 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -5378516.500000 Penalty: 5307.905762
	Iteration 13Q: 3 clusters Score -5378516 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37434 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -5378754.500000 Penalty: 5307.905762
	Iteration 14Q: 3 clusters Score -5378754 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38054 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -5379029.500000 Penalty: 5307.905762
	Iteration 15Q: 3 clusters Score -5379030 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -5379289.500000 Penalty: 5307.905762
	Iteration 16Q: 3 clusters Score -5379290 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39123 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -5379534.500000 Penalty: 5307.905762
	Iteration 17Q: 3 clusters Score -5379534 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39589 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -5379754.500000 Penalty: 5307.905762
	Iteration 18Q: 3 clusters Score -5379754 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39976 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -5379950.500000 Penalty: 5307.905762
	Iteration 19Q: 3 clusters Score -5379950 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40327 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -5380135.000000 Penalty: 5307.905762
	Iteration 20F: 3 clusters Score -5380135 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40639 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -5380288.500000 Penalty: 5307.905762
	Iteration 21Q: 3 clusters Score -5380288 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40890 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -5380410.000000 Penalty: 5307.905762
	Iteration 22Q: 3 clusters Score -5380410 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41081 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -5380509.500000 Penalty: 5307.905762
	Iteration 23Q: 3 clusters Score -5380510 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -5380612.000000 Penalty: 5307.905762
	Iteration 24Q: 3 clusters Score -5380612 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41408 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -5380680.000000 Penalty: 5307.905762
	Iteration 25Q: 3 clusters Score -5380680 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41521 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -5380719.000000 Penalty: 5307.905762
	Iteration 26Q: 3 clusters Score -5380719 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41609 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -5380751.000000 Penalty: 5307.905762
	Iteration 27Q: 3 clusters Score -5380751 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41678 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -5380760.000000 Penalty: 5307.905762
	Iteration 28Q: 3 clusters Score -5380760 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41718 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -5380771.000000 Penalty: 5307.905762
	Iteration 29Q: 3 clusters Score -5380771 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41755 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -5380781.000000 Penalty: 5307.905762
	Iteration 30Q: 3 clusters Score -5380781 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41776 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -5380783.500000 Penalty: 5307.905762
	Iteration 31Q: 3 clusters Score -5380784 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41802 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -5380787.000000 Penalty: 5307.905762
	Iteration 32Q: 3 clusters Score -5380787 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41825 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -5380785.500000 Penalty: 5307.905762
	Iteration 33Q: 3 clusters Score -5380786 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41848 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -5380789.500000 Penalty: 5307.905762
	Iteration 34Q: 3 clusters Score -5380790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -5380794.500000 Penalty: 5307.905762
	Iteration 35Q: 3 clusters Score -5380794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41885 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -5380800.000000 Penalty: 5307.905762
	Iteration 36Q: 3 clusters Score -5380800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41896 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -5380800.500000 Penalty: 5307.905762
	Iteration 37Q: 3 clusters Score -5380800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41906 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -5380802.500000 Penalty: 5307.905762
	Iteration 38Q: 3 clusters Score -5380802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41916 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -5380799.000000 Penalty: 5307.905762
	Iteration 39Q: 3 clusters Score -5380799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41921 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -5380795.500000 Penalty: 5307.905762
	Iteration 40F: 3 clusters Score -5380796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41923 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -5380800.000000 Penalty: 5307.905762
	Iteration 41Q: 3 clusters Score -5380800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41926 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -5380801.500000 Penalty: 5307.905762
	Iteration 42Q: 3 clusters Score -5380802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41932 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -5380806.500000 Penalty: 5307.905762
	Iteration 43Q: 3 clusters Score -5380806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41935 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -5380808.500000 Penalty: 5307.905762
	Iteration 44Q: 3 clusters Score -5380808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -5380806.500000 Penalty: 5307.905762
	Iteration 45Q: 3 clusters Score -5380806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41943 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -5380802.000000 Penalty: 5307.905762
	Iteration 46Q: 3 clusters Score -5380802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41948 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -5380799.500000 Penalty: 5307.905762
	Iteration 47Q: 3 clusters Score -5380800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41950 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -5380801.500000 Penalty: 5307.905762
	Iteration 48Q: 3 clusters Score -5380802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41951 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -5380803.000000 Penalty: 5307.905762
	Iteration 49Q: 3 clusters Score -5380803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41952 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -5380803.000000 Penalty: 5307.905762
	Iteration 50Q: 3 clusters Score -5380803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41952 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -5380803.000000 Penalty: 5307.905762
	Iteration 51F: 3 clusters Score -5380803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (55473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55473 members 
Entering Unmasked Estep 
Score: -6224776.000000 Penalty: 2709.065674
	Iteration 0F: 2 clusters Score -6224776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -6187528.500000 Penalty: 5418.131348
	Iteration 0F: 3 clusters Score -6187528 nChanged 25863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -6202646.500000 Penalty: 5418.131348
	Iteration 1F: 3 clusters Score -6202646 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -6203710.500000 Penalty: 5418.131348
	Iteration 2Q: 3 clusters Score -6203710 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -6204852.500000 Penalty: 5418.131348
	Iteration 3F: 3 clusters Score -6204852 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -6206188.000000 Penalty: 5418.131348
	Iteration 4F: 3 clusters Score -6206188 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31869 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -6207678.000000 Penalty: 5418.131348
	Iteration 5F: 3 clusters Score -6207678 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33647 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -6209327.500000 Penalty: 5418.131348
	Iteration 6F: 3 clusters Score -6209328 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35821 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -6211124.500000 Penalty: 5418.131348
	Iteration 7F: 3 clusters Score -6211124 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -6212867.500000 Penalty: 5418.131348
	Iteration 8F: 3 clusters Score -6212868 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40771 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -6214755.500000 Penalty: 5418.131348
	Iteration 9F: 3 clusters Score -6214756 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43261 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -6216403.000000 Penalty: 5418.131348
	Iteration 10Q: 3 clusters Score -6216403 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45554 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -6217857.000000 Penalty: 5418.131348
	Iteration 11Q: 3 clusters Score -6217857 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47585 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -6219160.500000 Penalty: 5418.131348
	Iteration 12Q: 3 clusters Score -6219160 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49267 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -6220263.000000 Penalty: 5418.131348
	Iteration 13Q: 3 clusters Score -6220263 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50657 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -6221175.500000 Penalty: 5418.131348
	Iteration 14Q: 3 clusters Score -6221176 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51732 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -6221783.000000 Penalty: 5418.131348
	Iteration 15Q: 3 clusters Score -6221783 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52469 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -6222228.000000 Penalty: 5418.131348
	Iteration 16Q: 3 clusters Score -6222228 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52992 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -6222479.500000 Penalty: 5418.131348
	Iteration 17Q: 3 clusters Score -6222480 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53357 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -6222673.000000 Penalty: 5418.131348
	Iteration 18Q: 3 clusters Score -6222673 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53618 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -6222801.000000 Penalty: 5418.131348
	Iteration 19Q: 3 clusters Score -6222801 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53815 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -6222893.000000 Penalty: 5418.131348
	Iteration 20F: 3 clusters Score -6222893 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53963 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -6222950.500000 Penalty: 5418.131348
	Iteration 21Q: 3 clusters Score -6222950 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54063 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -6222973.500000 Penalty: 5418.131348
	Iteration 22Q: 3 clusters Score -6222974 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54118 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -6223014.500000 Penalty: 5418.131348
	Iteration 23Q: 3 clusters Score -6223014 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54168 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -6223024.500000 Penalty: 5418.131348
	Iteration 24Q: 3 clusters Score -6223024 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54202 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -6223033.000000 Penalty: 5418.131348
	Iteration 25Q: 3 clusters Score -6223033 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54237 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -6223039.000000 Penalty: 5418.131348
	Iteration 26Q: 3 clusters Score -6223039 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54265 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -6223061.500000 Penalty: 5418.131348
	Iteration 27Q: 3 clusters Score -6223062 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54287 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -6223067.500000 Penalty: 5418.131348
	Iteration 28Q: 3 clusters Score -6223068 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54307 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -6223077.500000 Penalty: 5418.131348
	Iteration 29Q: 3 clusters Score -6223078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54322 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -6223085.000000 Penalty: 5418.131348
	Iteration 30Q: 3 clusters Score -6223085 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54342 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -6223096.000000 Penalty: 5418.131348
	Iteration 31Q: 3 clusters Score -6223096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54351 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -6223096.000000 Penalty: 5418.131348
	Iteration 32Q: 3 clusters Score -6223096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54354 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -6223094.500000 Penalty: 5418.131348
	Iteration 33Q: 3 clusters Score -6223094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54362 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -6223093.500000 Penalty: 5418.131348
	Iteration 34Q: 3 clusters Score -6223094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54374 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -6223107.000000 Penalty: 5418.131348
	Iteration 35Q: 3 clusters Score -6223107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54380 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -6223105.500000 Penalty: 5418.131348
	Iteration 36Q: 3 clusters Score -6223106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54387 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -6223106.000000 Penalty: 5418.131348
	Iteration 37Q: 3 clusters Score -6223106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54395 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -6223108.000000 Penalty: 5418.131348
	Iteration 38Q: 3 clusters Score -6223108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54404 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -6223120.500000 Penalty: 5418.131348
	Iteration 39Q: 3 clusters Score -6223120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54411 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -6223132.500000 Penalty: 5418.131348
	Iteration 40F: 3 clusters Score -6223132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54417 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -6223135.500000 Penalty: 5418.131348
	Iteration 41Q: 3 clusters Score -6223136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54420 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -6223136.000000 Penalty: 5418.131348
	Iteration 42Q: 3 clusters Score -6223136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54421 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -6223143.000000 Penalty: 5418.131348
	Iteration 43Q: 3 clusters Score -6223143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54424 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -6223138.500000 Penalty: 5418.131348
	Iteration 44Q: 3 clusters Score -6223138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54429 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -6223136.500000 Penalty: 5418.131348
	Iteration 45Q: 3 clusters Score -6223136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54433 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -6223135.000000 Penalty: 5418.131348
	Iteration 46Q: 3 clusters Score -6223135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54436 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -6223128.500000 Penalty: 5418.131348
	Iteration 47Q: 3 clusters Score -6223128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54438 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -6223133.000000 Penalty: 5418.131348
	Iteration 48Q: 3 clusters Score -6223133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54439 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -6223132.500000 Penalty: 5418.131348
	Iteration 49Q: 3 clusters Score -6223132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54440 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -6223137.500000 Penalty: 5418.131348
	Iteration 50Q: 3 clusters Score -6223138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54441 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -6223133.500000 Penalty: 5418.131348
	Iteration 51Q: 3 clusters Score -6223134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54442 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -6223133.000000 Penalty: 5418.131348
	Iteration 52Q: 3 clusters Score -6223133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54442 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -6223133.000000 Penalty: 5418.131348
	Iteration 53F: 3 clusters Score -6223133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Entering Unmasked Estep 
Score: -1033788.687500 Penalty: 2262.432129
	Iteration 0F: 2 clusters Score -1033789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1026629.187500 Penalty: 4524.864258
	Iteration 0F: 3 clusters Score -1026629 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1028667.125000 Penalty: 4524.864258
	Iteration 1F: 3 clusters Score -1028667 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1029024.937500 Penalty: 4524.864258
	Iteration 2F: 3 clusters Score -1029025 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1029266.187500 Penalty: 4524.864258
	Iteration 3F: 3 clusters Score -1029266 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1029433.625000 Penalty: 4524.864258
	Iteration 4Q: 3 clusters Score -1029434 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1029594.375000 Penalty: 4524.864258
	Iteration 5Q: 3 clusters Score -1029594 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1029756.062500 Penalty: 4524.864258
	Iteration 6Q: 3 clusters Score -1029756 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1029948.187500 Penalty: 4524.864258
	Iteration 7Q: 3 clusters Score -1029948 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1030163.500000 Penalty: 4524.864258
	Iteration 8Q: 3 clusters Score -1030164 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1030429.812500 Penalty: 4524.864258
	Iteration 9Q: 3 clusters Score -1030430 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1030738.187500 Penalty: 4524.864258
	Iteration 10Q: 3 clusters Score -1030738 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1031017.562500 Penalty: 4524.864258
	Iteration 11Q: 3 clusters Score -1031018 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1031229.625000 Penalty: 4524.864258
	Iteration 12Q: 3 clusters Score -1031230 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1031387.562500 Penalty: 4524.864258
	Iteration 13Q: 3 clusters Score -1031388 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1031498.875000 Penalty: 4524.864258
	Iteration 14Q: 3 clusters Score -1031499 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1031603.375000 Penalty: 4524.864258
	Iteration 15Q: 3 clusters Score -1031603 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1031684.500000 Penalty: 4524.864258
	Iteration 16Q: 3 clusters Score -1031684 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1031743.875000 Penalty: 4524.864258
	Iteration 17Q: 3 clusters Score -1031744 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1031788.000000 Penalty: 4524.864258
	Iteration 18Q: 3 clusters Score -1031788 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1031829.312500 Penalty: 4524.864258
	Iteration 19Q: 3 clusters Score -1031829 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1031856.375000 Penalty: 4524.864258
	Iteration 20F: 3 clusters Score -1031856 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1031883.687500 Penalty: 4524.864258
	Iteration 21Q: 3 clusters Score -1031884 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1031904.062500 Penalty: 4524.864258
	Iteration 22Q: 3 clusters Score -1031904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1031918.125000 Penalty: 4524.864258
	Iteration 23Q: 3 clusters Score -1031918 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1031929.937500 Penalty: 4524.864258
	Iteration 24Q: 3 clusters Score -1031930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1031936.750000 Penalty: 4524.864258
	Iteration 25Q: 3 clusters Score -1031937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1031944.312500 Penalty: 4524.864258
	Iteration 26Q: 3 clusters Score -1031944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1031954.437500 Penalty: 4524.864258
	Iteration 27Q: 3 clusters Score -1031954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1031975.437500 Penalty: 4524.864258
	Iteration 28Q: 3 clusters Score -1031975 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1031997.562500 Penalty: 4524.864258
	Iteration 29Q: 3 clusters Score -1031998 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1032016.187500 Penalty: 4524.864258
	Iteration 30Q: 3 clusters Score -1032016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1032029.687500 Penalty: 4524.864258
	Iteration 31Q: 3 clusters Score -1032030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1032039.500000 Penalty: 4524.864258
	Iteration 32Q: 3 clusters Score -1032040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1032054.812500 Penalty: 4524.864258
	Iteration 33Q: 3 clusters Score -1032055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1032070.812500 Penalty: 4524.864258
	Iteration 34Q: 3 clusters Score -1032071 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1032082.687500 Penalty: 4524.864258
	Iteration 35Q: 3 clusters Score -1032083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1032088.062500 Penalty: 4524.864258
	Iteration 36Q: 3 clusters Score -1032088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1032097.437500 Penalty: 4524.864258
	Iteration 37Q: 3 clusters Score -1032097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1032099.562500 Penalty: 4524.864258
	Iteration 38Q: 3 clusters Score -1032100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1032102.750000 Penalty: 4524.864258
	Iteration 39Q: 3 clusters Score -1032103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1032102.750000 Penalty: 4524.864258
	Iteration 40F: 3 clusters Score -1032103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (31943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31943 members 
Entering Unmasked Estep 
Score: -3899893.500000 Penalty: 2572.183594
	Iteration 0F: 2 clusters Score -3899894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -3878041.500000 Penalty: 5144.367188
	Iteration 0F: 3 clusters Score -3878042 nChanged 14473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -3886078.000000 Penalty: 5144.367188
	Iteration 1F: 3 clusters Score -3886078 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -3886569.500000 Penalty: 5144.367188
	Iteration 2Q: 3 clusters Score -3886570 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -3886991.250000 Penalty: 5144.367188
	Iteration 3Q: 3 clusters Score -3886991 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -3887381.000000 Penalty: 5144.367188
	Iteration 4Q: 3 clusters Score -3887381 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -3887825.250000 Penalty: 5144.367188
	Iteration 5Q: 3 clusters Score -3887825 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -3888396.750000 Penalty: 5144.367188
	Iteration 6Q: 3 clusters Score -3888397 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -3889106.500000 Penalty: 5144.367188
	Iteration 7Q: 3 clusters Score -3889106 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -3890052.500000 Penalty: 5144.367188
	Iteration 8F: 3 clusters Score -3890052 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -3891095.500000 Penalty: 5144.367188
	Iteration 9F: 3 clusters Score -3891096 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -3892159.750000 Penalty: 5144.367188
	Iteration 10F: 3 clusters Score -3892160 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -3893132.500000 Penalty: 5144.367188
	Iteration 11F: 3 clusters Score -3893132 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -3893878.750000 Penalty: 5144.367188
	Iteration 12Q: 3 clusters Score -3893879 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -3894434.250000 Penalty: 5144.367188
	Iteration 13Q: 3 clusters Score -3894434 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -3894833.250000 Penalty: 5144.367188
	Iteration 14Q: 3 clusters Score -3894833 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -3895147.500000 Penalty: 5144.367188
	Iteration 15Q: 3 clusters Score -3895148 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -3895425.500000 Penalty: 5144.367188
	Iteration 16Q: 3 clusters Score -3895426 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -3895679.000000 Penalty: 5144.367188
	Iteration 17Q: 3 clusters Score -3895679 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -3895942.000000 Penalty: 5144.367188
	Iteration 18Q: 3 clusters Score -3895942 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -3896240.750000 Penalty: 5144.367188
	Iteration 19Q: 3 clusters Score -3896241 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -3896496.750000 Penalty: 5144.367188
	Iteration 20F: 3 clusters Score -3896497 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -3896812.500000 Penalty: 5144.367188
	Iteration 21Q: 3 clusters Score -3896812 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -3897158.500000 Penalty: 5144.367188
	Iteration 22Q: 3 clusters Score -3897158 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -3897490.000000 Penalty: 5144.367188
	Iteration 23Q: 3 clusters Score -3897490 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 27933 members 
Entering Unmasked Estep 
Score: -3897854.000000 Penalty: 5144.367188
	Iteration 24Q: 3 clusters Score -3897854 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 28498 members 
Entering Unmasked Estep 
Score: -3898160.750000 Penalty: 5144.367188
	Iteration 25Q: 3 clusters Score -3898161 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -3898420.000000 Penalty: 5144.367188
	Iteration 26Q: 3 clusters Score -3898420 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 29408 members 
Entering Unmasked Estep 
Score: -3898641.500000 Penalty: 5144.367188
	Iteration 27Q: 3 clusters Score -3898642 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 29734 members 
Entering Unmasked Estep 
Score: -3898801.000000 Penalty: 5144.367188
	Iteration 28Q: 3 clusters Score -3898801 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 30000 members 
Entering Unmasked Estep 
Score: -3898940.000000 Penalty: 5144.367188
	Iteration 29Q: 3 clusters Score -3898940 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 30209 members 
Entering Unmasked Estep 
Score: -3899039.250000 Penalty: 5144.367188
	Iteration 30Q: 3 clusters Score -3899039 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -3899096.750000 Penalty: 5144.367188
	Iteration 31Q: 3 clusters Score -3899097 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -3899150.500000 Penalty: 5144.367188
	Iteration 32Q: 3 clusters Score -3899150 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -3899193.000000 Penalty: 5144.367188
	Iteration 33Q: 3 clusters Score -3899193 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 30624 members 
Entering Unmasked Estep 
Score: -3899217.500000 Penalty: 5144.367188
	Iteration 34Q: 3 clusters Score -3899218 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 30667 members 
Entering Unmasked Estep 
Score: -3899241.000000 Penalty: 5144.367188
	Iteration 35Q: 3 clusters Score -3899241 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 30707 members 
Entering Unmasked Estep 
Score: -3899252.250000 Penalty: 5144.367188
	Iteration 36Q: 3 clusters Score -3899252 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 30729 members 
Entering Unmasked Estep 
Score: -3899260.500000 Penalty: 5144.367188
	Iteration 37Q: 3 clusters Score -3899260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -3899263.500000 Penalty: 5144.367188
	Iteration 38Q: 3 clusters Score -3899264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -3899266.750000 Penalty: 5144.367188
	Iteration 39Q: 3 clusters Score -3899267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 30767 members 
Entering Unmasked Estep 
Score: -3899269.250000 Penalty: 5144.367188
	Iteration 40F: 3 clusters Score -3899269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 30771 members 
Entering Unmasked Estep 
Score: -3899270.000000 Penalty: 5144.367188
	Iteration 41Q: 3 clusters Score -3899270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -3899268.750000 Penalty: 5144.367188
	Iteration 42Q: 3 clusters Score -3899269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 30776 members 
Entering Unmasked Estep 
Score: -3899268.500000 Penalty: 5144.367188
	Iteration 43Q: 3 clusters Score -3899268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 30781 members 
Entering Unmasked Estep 
Score: -3899270.750000 Penalty: 5144.367188
	Iteration 44Q: 3 clusters Score -3899271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 30791 members 
Entering Unmasked Estep 
Score: -3899269.500000 Penalty: 5144.367188
	Iteration 45Q: 3 clusters Score -3899270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 30797 members 
Entering Unmasked Estep 
Score: -3899268.500000 Penalty: 5144.367188
	Iteration 46Q: 3 clusters Score -3899268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 30801 members 
Entering Unmasked Estep 
Score: -3899269.500000 Penalty: 5144.367188
	Iteration 47Q: 3 clusters Score -3899270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -3899266.750000 Penalty: 5144.367188
	Iteration 48Q: 3 clusters Score -3899267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -3899267.750000 Penalty: 5144.367188
	Iteration 49Q: 3 clusters Score -3899268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -3899267.750000 Penalty: 5144.367188
	Iteration 50F: 3 clusters Score -3899268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Entering Unmasked Estep 
Score: -31677.947266 Penalty: 1444.848022
	Iteration 0F: 2 clusters Score -31677.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -30404.578125 Penalty: 2889.696045
	Iteration 0F: 3 clusters Score -30404.58 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -30667.423828 Penalty: 2889.696045
	Iteration 1F: 3 clusters Score -30667.42 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -30950.548828 Penalty: 2889.696045
	Iteration 2F: 3 clusters Score -30950.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -31215.994141 Penalty: 2889.696045
	Iteration 3F: 3 clusters Score -31215.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -31318.171875 Penalty: 2889.696045
	Iteration 4Q: 3 clusters Score -31318.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -31508.822266 Penalty: 2889.696045
	Iteration 5Q: 3 clusters Score -31508.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -31700.853516 Penalty: 2889.696045
	Iteration 6Q: 3 clusters Score -31700.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -31760.878906 Penalty: 2889.696045
	Iteration 7Q: 3 clusters Score -31760.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -31784.164062 Penalty: 2889.696045
	Iteration 8Q: 3 clusters Score -31784.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -31846.953125 Penalty: 2889.696045
	Iteration 9Q: 3 clusters Score -31846.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -31846.953125 Penalty: 2889.696045
	Iteration 10F: 3 clusters Score -31846.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 8635 members 
Mstep: Class 3 contains 16159 members 
Mstep: Class 4 contains 183892 members 
Mstep: Class 5 contains 318972 members 
Mstep: Class 6 contains 8854 members 
Mstep: Class 7 contains 230027 members 
Mstep: Class 8 contains 16255 members 
Mstep: Class 9 contains 10700 members 
Mstep: Class 10 contains 14433 members 
Mstep: Class 11 contains 7902 members 
Mstep: Class 12 contains 16948 members 
Mstep: Class 13 contains 471 members 
Mstep: Class 14 contains 3074 members 
Mstep: Class 15 contains 100755 members 
Mstep: Class 16 contains 193277 members 
Mstep: Class 17 contains 16782 members 
Mstep: Class 18 contains 84106 members 
Mstep: Class 19 contains 25059 members 
Mstep: Class 20 contains 52618 members 
Mstep: Class 21 contains 44419 members 
Mstep: Class 22 contains 55473 members 
Mstep: Class 23 contains 9161 members 
Mstep: Class 24 contains 31943 members 
Mstep: Class 25 contains 139 members 
Mstep: Class 26 contains 12704 members 
Mstep: Class 27 contains 11097 members 
Mstep: Class 28 contains 5636 members 
Mstep: Class 29 contains 12420 members 
Mstep: Class 30 contains 2705 members 
Mstep: Class 31 contains 6695 members 
Mstep: Class 32 contains 10901 members 
Mstep: Class 33 contains 54952 members 
Mstep: Class 34 contains 13110 members 
Mstep: Class 35 contains 898 members 
Mstep: Class 36 contains 133297 members 
Mstep: Class 37 contains 244966 members 
Mstep: Class 38 contains 21861 members 
Mstep: Class 39 contains 1061 members 
Mstep: Class 40 contains 865 members 
Mstep: Class 41 contains 200 members 
Entering Unmasked Estep 
Score: -235483840.000000 Penalty: 147473.906250
Splitting cluster 25 changes total score from -235486144.000000 to -235483840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (12704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Entering Unmasked Estep 
Score: -1528168.375000 Penalty: 2343.518555
	Iteration 0F: 2 clusters Score -1528168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1518703.000000 Penalty: 4687.037109
	Iteration 0F: 3 clusters Score -1518703 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1521694.750000 Penalty: 4687.037109
	Iteration 1F: 3 clusters Score -1521695 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1522049.500000 Penalty: 4687.037109
	Iteration 2F: 3 clusters Score -1522050 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1522364.375000 Penalty: 4687.037109
	Iteration 3F: 3 clusters Score -1522364 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1522634.000000 Penalty: 4687.037109
	Iteration 4Q: 3 clusters Score -1522634 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1522890.750000 Penalty: 4687.037109
	Iteration 5Q: 3 clusters Score -1522891 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1523167.750000 Penalty: 4687.037109
	Iteration 6Q: 3 clusters Score -1523168 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1523487.375000 Penalty: 4687.037109
	Iteration 7Q: 3 clusters Score -1523487 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1523855.500000 Penalty: 4687.037109
	Iteration 8Q: 3 clusters Score -1523856 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1524216.125000 Penalty: 4687.037109
	Iteration 9Q: 3 clusters Score -1524216 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1524557.750000 Penalty: 4687.037109
	Iteration 10Q: 3 clusters Score -1524558 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1524823.875000 Penalty: 4687.037109
	Iteration 11Q: 3 clusters Score -1524824 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1525022.375000 Penalty: 4687.037109
	Iteration 12Q: 3 clusters Score -1525022 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1525188.500000 Penalty: 4687.037109
	Iteration 13Q: 3 clusters Score -1525188 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1525324.000000 Penalty: 4687.037109
	Iteration 14Q: 3 clusters Score -1525324 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1525441.875000 Penalty: 4687.037109
	Iteration 15Q: 3 clusters Score -1525442 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1525547.000000 Penalty: 4687.037109
	Iteration 16Q: 3 clusters Score -1525547 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1525650.875000 Penalty: 4687.037109
	Iteration 17Q: 3 clusters Score -1525651 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1525727.000000 Penalty: 4687.037109
	Iteration 18Q: 3 clusters Score -1525727 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1525791.250000 Penalty: 4687.037109
	Iteration 19Q: 3 clusters Score -1525791 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1525842.750000 Penalty: 4687.037109
	Iteration 20F: 3 clusters Score -1525843 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1525884.250000 Penalty: 4687.037109
	Iteration 21Q: 3 clusters Score -1525884 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1525909.375000 Penalty: 4687.037109
	Iteration 22Q: 3 clusters Score -1525909 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1525932.500000 Penalty: 4687.037109
	Iteration 23Q: 3 clusters Score -1525932 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1525960.000000 Penalty: 4687.037109
	Iteration 24Q: 3 clusters Score -1525960 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1525980.500000 Penalty: 4687.037109
	Iteration 25Q: 3 clusters Score -1525980 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1526001.875000 Penalty: 4687.037109
	Iteration 26Q: 3 clusters Score -1526002 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1526021.125000 Penalty: 4687.037109
	Iteration 27Q: 3 clusters Score -1526021 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -1526045.625000 Penalty: 4687.037109
	Iteration 28Q: 3 clusters Score -1526046 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1526075.000000 Penalty: 4687.037109
	Iteration 29Q: 3 clusters Score -1526075 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1526096.125000 Penalty: 4687.037109
	Iteration 30Q: 3 clusters Score -1526096 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1526107.625000 Penalty: 4687.037109
	Iteration 31Q: 3 clusters Score -1526108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1526118.750000 Penalty: 4687.037109
	Iteration 32Q: 3 clusters Score -1526119 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1526132.750000 Penalty: 4687.037109
	Iteration 33Q: 3 clusters Score -1526133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1526137.500000 Penalty: 4687.037109
	Iteration 34Q: 3 clusters Score -1526138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1526141.625000 Penalty: 4687.037109
	Iteration 35Q: 3 clusters Score -1526142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1526147.625000 Penalty: 4687.037109
	Iteration 36Q: 3 clusters Score -1526148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1526152.750000 Penalty: 4687.037109
	Iteration 37Q: 3 clusters Score -1526153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1526154.750000 Penalty: 4687.037109
	Iteration 38Q: 3 clusters Score -1526155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1526157.875000 Penalty: 4687.037109
	Iteration 39Q: 3 clusters Score -1526158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1526162.125000 Penalty: 4687.037109
	Iteration 40F: 3 clusters Score -1526162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1526166.125000 Penalty: 4687.037109
	Iteration 41Q: 3 clusters Score -1526166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -1526169.000000 Penalty: 4687.037109
	Iteration 42Q: 3 clusters Score -1526169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1526169.500000 Penalty: 4687.037109
	Iteration 43Q: 3 clusters Score -1526170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1526170.250000 Penalty: 4687.037109
	Iteration 44Q: 3 clusters Score -1526170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1526170.250000 Penalty: 4687.037109
	Iteration 45F: 3 clusters Score -1526170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Entering Unmasked Estep 
Score: -1295244.250000 Penalty: 2309.978760
	Iteration 0F: 2 clusters Score -1295244 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 5524 members 
Entering Unmasked Estep 
Score: -1286839.125000 Penalty: 4619.957520
	Iteration 0F: 3 clusters Score -1286839 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1289444.250000 Penalty: 4619.957520
	Iteration 1F: 3 clusters Score -1289444 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1289748.500000 Penalty: 4619.957520
	Iteration 2F: 3 clusters Score -1289748 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1290004.000000 Penalty: 4619.957520
	Iteration 3F: 3 clusters Score -1290004 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1290249.625000 Penalty: 4619.957520
	Iteration 4Q: 3 clusters Score -1290250 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1290524.125000 Penalty: 4619.957520
	Iteration 5Q: 3 clusters Score -1290524 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1290899.375000 Penalty: 4619.957520
	Iteration 6F: 3 clusters Score -1290899 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1291286.000000 Penalty: 4619.957520
	Iteration 7F: 3 clusters Score -1291286 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1291684.125000 Penalty: 4619.957520
	Iteration 8F: 3 clusters Score -1291684 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1292011.250000 Penalty: 4619.957520
	Iteration 9Q: 3 clusters Score -1292011 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1292264.625000 Penalty: 4619.957520
	Iteration 10Q: 3 clusters Score -1292265 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1292449.625000 Penalty: 4619.957520
	Iteration 11Q: 3 clusters Score -1292450 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1292577.125000 Penalty: 4619.957520
	Iteration 12Q: 3 clusters Score -1292577 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1292658.000000 Penalty: 4619.957520
	Iteration 13Q: 3 clusters Score -1292658 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1292713.625000 Penalty: 4619.957520
	Iteration 14Q: 3 clusters Score -1292714 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1292757.500000 Penalty: 4619.957520
	Iteration 15Q: 3 clusters Score -1292758 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1292794.000000 Penalty: 4619.957520
	Iteration 16Q: 3 clusters Score -1292794 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1292828.625000 Penalty: 4619.957520
	Iteration 17Q: 3 clusters Score -1292829 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1292866.500000 Penalty: 4619.957520
	Iteration 18Q: 3 clusters Score -1292866 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1292892.250000 Penalty: 4619.957520
	Iteration 19Q: 3 clusters Score -1292892 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1292919.125000 Penalty: 4619.957520
	Iteration 20F: 3 clusters Score -1292919 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1292958.500000 Penalty: 4619.957520
	Iteration 21Q: 3 clusters Score -1292958 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1292991.500000 Penalty: 4619.957520
	Iteration 22Q: 3 clusters Score -1292992 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1293020.375000 Penalty: 4619.957520
	Iteration 23Q: 3 clusters Score -1293020 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1293043.000000 Penalty: 4619.957520
	Iteration 24Q: 3 clusters Score -1293043 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1293064.250000 Penalty: 4619.957520
	Iteration 25Q: 3 clusters Score -1293064 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1293084.125000 Penalty: 4619.957520
	Iteration 26Q: 3 clusters Score -1293084 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1293098.875000 Penalty: 4619.957520
	Iteration 27Q: 3 clusters Score -1293099 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1293121.875000 Penalty: 4619.957520
	Iteration 28Q: 3 clusters Score -1293122 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1293142.875000 Penalty: 4619.957520
	Iteration 29Q: 3 clusters Score -1293143 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1293156.500000 Penalty: 4619.957520
	Iteration 30Q: 3 clusters Score -1293156 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1293174.750000 Penalty: 4619.957520
	Iteration 31Q: 3 clusters Score -1293175 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1293185.500000 Penalty: 4619.957520
	Iteration 32Q: 3 clusters Score -1293186 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1293192.500000 Penalty: 4619.957520
	Iteration 33Q: 3 clusters Score -1293192 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1293201.125000 Penalty: 4619.957520
	Iteration 34Q: 3 clusters Score -1293201 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1293211.250000 Penalty: 4619.957520
	Iteration 35Q: 3 clusters Score -1293211 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1293222.375000 Penalty: 4619.957520
	Iteration 36Q: 3 clusters Score -1293222 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1293233.000000 Penalty: 4619.957520
	Iteration 37Q: 3 clusters Score -1293233 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1293242.000000 Penalty: 4619.957520
	Iteration 38Q: 3 clusters Score -1293242 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1293252.500000 Penalty: 4619.957520
	Iteration 39Q: 3 clusters Score -1293252 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1293266.125000 Penalty: 4619.957520
	Iteration 40F: 3 clusters Score -1293266 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1293277.625000 Penalty: 4619.957520
	Iteration 41Q: 3 clusters Score -1293278 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1293289.250000 Penalty: 4619.957520
	Iteration 42Q: 3 clusters Score -1293289 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1293298.125000 Penalty: 4619.957520
	Iteration 43Q: 3 clusters Score -1293298 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1293303.500000 Penalty: 4619.957520
	Iteration 44Q: 3 clusters Score -1293304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1293311.250000 Penalty: 4619.957520
	Iteration 45Q: 3 clusters Score -1293311 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1293312.750000 Penalty: 4619.957520
	Iteration 46Q: 3 clusters Score -1293313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1293315.000000 Penalty: 4619.957520
	Iteration 47Q: 3 clusters Score -1293315 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1293321.750000 Penalty: 4619.957520
	Iteration 48Q: 3 clusters Score -1293322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1293322.875000 Penalty: 4619.957520
	Iteration 49Q: 3 clusters Score -1293323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1293324.250000 Penalty: 4619.957520
	Iteration 50Q: 3 clusters Score -1293324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1293326.375000 Penalty: 4619.957520
	Iteration 51Q: 3 clusters Score -1293326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1293331.000000 Penalty: 4619.957520
	Iteration 52Q: 3 clusters Score -1293331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1293335.750000 Penalty: 4619.957520
	Iteration 53Q: 3 clusters Score -1293336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1293337.750000 Penalty: 4619.957520
	Iteration 54Q: 3 clusters Score -1293338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1293343.875000 Penalty: 4619.957520
	Iteration 55Q: 3 clusters Score -1293344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1293350.000000 Penalty: 4619.957520
	Iteration 56Q: 3 clusters Score -1293350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1293351.500000 Penalty: 4619.957520
	Iteration 57Q: 3 clusters Score -1293352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1293359.125000 Penalty: 4619.957520
	Iteration 58Q: 3 clusters Score -1293359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1293359.875000 Penalty: 4619.957520
	Iteration 59Q: 3 clusters Score -1293360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1293358.750000 Penalty: 4619.957520
	Iteration 60F: 3 clusters Score -1293359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1293366.000000 Penalty: 4619.957520
	Iteration 61Q: 3 clusters Score -1293366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1293367.750000 Penalty: 4619.957520
	Iteration 62Q: 3 clusters Score -1293368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1293368.625000 Penalty: 4619.957520
	Iteration 63Q: 3 clusters Score -1293369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1293369.250000 Penalty: 4619.957520
	Iteration 64Q: 3 clusters Score -1293369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1293369.750000 Penalty: 4619.957520
	Iteration 65Q: 3 clusters Score -1293370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1293371.875000 Penalty: 4619.957520
	Iteration 66Q: 3 clusters Score -1293372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1293374.875000 Penalty: 4619.957520
	Iteration 67Q: 3 clusters Score -1293375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1293375.625000 Penalty: 4619.957520
	Iteration 68Q: 3 clusters Score -1293376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1293376.500000 Penalty: 4619.957520
	Iteration 69Q: 3 clusters Score -1293376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1293374.375000 Penalty: 4619.957520
	Iteration 70Q: 3 clusters Score -1293374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1293375.750000 Penalty: 4619.957520
	Iteration 71Q: 3 clusters Score -1293376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1293375.625000 Penalty: 4619.957520
	Iteration 72Q: 3 clusters Score -1293376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1293375.625000 Penalty: 4619.957520
	Iteration 73Q: 3 clusters Score -1293376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1293376.750000 Penalty: 4619.957520
	Iteration 74Q: 3 clusters Score -1293377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1293377.625000 Penalty: 4619.957520
	Iteration 75Q: 3 clusters Score -1293378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1293379.750000 Penalty: 4619.957520
	Iteration 76Q: 3 clusters Score -1293380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1293380.625000 Penalty: 4619.957520
	Iteration 77Q: 3 clusters Score -1293381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1293383.875000 Penalty: 4619.957520
	Iteration 78Q: 3 clusters Score -1293384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1293385.375000 Penalty: 4619.957520
	Iteration 79Q: 3 clusters Score -1293385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1293384.500000 Penalty: 4619.957520
	Iteration 80F: 3 clusters Score -1293384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Entering Unmasked Estep 
Score: -649359.562500 Penalty: 2141.958496
	Iteration 0F: 2 clusters Score -649359.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -644433.250000 Penalty: 4283.916992
	Iteration 0F: 3 clusters Score -644433.2 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -645753.187500 Penalty: 4283.916992
	Iteration 1F: 3 clusters Score -645753.2 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -646071.437500 Penalty: 4283.916992
	Iteration 2F: 3 clusters Score -646071.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -646328.375000 Penalty: 4283.916992
	Iteration 3F: 3 clusters Score -646328.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -646519.000000 Penalty: 4283.916992
	Iteration 4F: 3 clusters Score -646519 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -646643.000000 Penalty: 4283.916992
	Iteration 5Q: 3 clusters Score -646643 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -646737.687500 Penalty: 4283.916992
	Iteration 6Q: 3 clusters Score -646737.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -646826.937500 Penalty: 4283.916992
	Iteration 7Q: 3 clusters Score -646826.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -646894.500000 Penalty: 4283.916992
	Iteration 8Q: 3 clusters Score -646894.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -646942.875000 Penalty: 4283.916992
	Iteration 9Q: 3 clusters Score -646942.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -646979.375000 Penalty: 4283.916992
	Iteration 10Q: 3 clusters Score -646979.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -647011.500000 Penalty: 4283.916992
	Iteration 11Q: 3 clusters Score -647011.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -647040.562500 Penalty: 4283.916992
	Iteration 12Q: 3 clusters Score -647040.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -647068.937500 Penalty: 4283.916992
	Iteration 13Q: 3 clusters Score -647068.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -647090.875000 Penalty: 4283.916992
	Iteration 14Q: 3 clusters Score -647090.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -647118.750000 Penalty: 4283.916992
	Iteration 15Q: 3 clusters Score -647118.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -647139.937500 Penalty: 4283.916992
	Iteration 16Q: 3 clusters Score -647139.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -647163.437500 Penalty: 4283.916992
	Iteration 17Q: 3 clusters Score -647163.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -647185.000000 Penalty: 4283.916992
	Iteration 18Q: 3 clusters Score -647185 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -647205.125000 Penalty: 4283.916992
	Iteration 19Q: 3 clusters Score -647205.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -647226.312500 Penalty: 4283.916992
	Iteration 20F: 3 clusters Score -647226.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -647247.812500 Penalty: 4283.916992
	Iteration 21Q: 3 clusters Score -647247.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -647262.687500 Penalty: 4283.916992
	Iteration 22Q: 3 clusters Score -647262.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -647285.000000 Penalty: 4283.916992
	Iteration 23Q: 3 clusters Score -647285 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -647308.187500 Penalty: 4283.916992
	Iteration 24Q: 3 clusters Score -647308.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -647335.312500 Penalty: 4283.916992
	Iteration 25Q: 3 clusters Score -647335.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -647363.250000 Penalty: 4283.916992
	Iteration 26Q: 3 clusters Score -647363.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -647387.562500 Penalty: 4283.916992
	Iteration 27Q: 3 clusters Score -647387.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -647405.125000 Penalty: 4283.916992
	Iteration 28Q: 3 clusters Score -647405.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -647423.500000 Penalty: 4283.916992
	Iteration 29Q: 3 clusters Score -647423.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -647435.062500 Penalty: 4283.916992
	Iteration 30Q: 3 clusters Score -647435.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -647448.125000 Penalty: 4283.916992
	Iteration 31Q: 3 clusters Score -647448.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -647461.187500 Penalty: 4283.916992
	Iteration 32Q: 3 clusters Score -647461.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -647475.812500 Penalty: 4283.916992
	Iteration 33Q: 3 clusters Score -647475.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -647482.812500 Penalty: 4283.916992
	Iteration 34Q: 3 clusters Score -647482.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -647492.187500 Penalty: 4283.916992
	Iteration 35Q: 3 clusters Score -647492.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -647503.812500 Penalty: 4283.916992
	Iteration 36Q: 3 clusters Score -647503.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -647516.437500 Penalty: 4283.916992
	Iteration 37Q: 3 clusters Score -647516.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -647526.875000 Penalty: 4283.916992
	Iteration 38Q: 3 clusters Score -647526.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -647533.812500 Penalty: 4283.916992
	Iteration 39Q: 3 clusters Score -647533.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -647540.187500 Penalty: 4283.916992
	Iteration 40F: 3 clusters Score -647540.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -647542.187500 Penalty: 4283.916992
	Iteration 41Q: 3 clusters Score -647542.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -647542.250000 Penalty: 4283.916992
	Iteration 42Q: 3 clusters Score -647542.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -647544.125000 Penalty: 4283.916992
	Iteration 43Q: 3 clusters Score -647544.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -647546.562500 Penalty: 4283.916992
	Iteration 44Q: 3 clusters Score -647546.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -647549.125000 Penalty: 4283.916992
	Iteration 45Q: 3 clusters Score -647549.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -647549.812500 Penalty: 4283.916992
	Iteration 46Q: 3 clusters Score -647549.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -647549.812500 Penalty: 4283.916992
	Iteration 47F: 3 clusters Score -647549.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (12420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Entering Unmasked Estep 
Score: -1504966.375000 Penalty: 2337.911621
	Iteration 0F: 2 clusters Score -1504966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1495775.000000 Penalty: 4675.823242
	Iteration 0F: 3 clusters Score -1495775 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1498722.625000 Penalty: 4675.823242
	Iteration 1F: 3 clusters Score -1498723 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1499269.000000 Penalty: 4675.823242
	Iteration 2F: 3 clusters Score -1499269 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1499776.500000 Penalty: 4675.823242
	Iteration 3F: 3 clusters Score -1499776 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1500245.875000 Penalty: 4675.823242
	Iteration 4F: 3 clusters Score -1500246 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1500657.500000 Penalty: 4675.823242
	Iteration 5F: 3 clusters Score -1500658 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1501042.750000 Penalty: 4675.823242
	Iteration 6F: 3 clusters Score -1501043 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1501376.500000 Penalty: 4675.823242
	Iteration 7Q: 3 clusters Score -1501376 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1501645.250000 Penalty: 4675.823242
	Iteration 8Q: 3 clusters Score -1501645 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1501827.750000 Penalty: 4675.823242
	Iteration 9Q: 3 clusters Score -1501828 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1501946.000000 Penalty: 4675.823242
	Iteration 10Q: 3 clusters Score -1501946 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1502027.750000 Penalty: 4675.823242
	Iteration 11Q: 3 clusters Score -1502028 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1502078.625000 Penalty: 4675.823242
	Iteration 12Q: 3 clusters Score -1502079 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1502110.000000 Penalty: 4675.823242
	Iteration 13Q: 3 clusters Score -1502110 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1502133.875000 Penalty: 4675.823242
	Iteration 14Q: 3 clusters Score -1502134 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1502153.250000 Penalty: 4675.823242
	Iteration 15Q: 3 clusters Score -1502153 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1502165.125000 Penalty: 4675.823242
	Iteration 16Q: 3 clusters Score -1502165 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1502184.250000 Penalty: 4675.823242
	Iteration 17Q: 3 clusters Score -1502184 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1502193.375000 Penalty: 4675.823242
	Iteration 18Q: 3 clusters Score -1502193 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1502205.500000 Penalty: 4675.823242
	Iteration 19Q: 3 clusters Score -1502206 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1502211.000000 Penalty: 4675.823242
	Iteration 20F: 3 clusters Score -1502211 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1502219.125000 Penalty: 4675.823242
	Iteration 21Q: 3 clusters Score -1502219 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1502227.125000 Penalty: 4675.823242
	Iteration 22Q: 3 clusters Score -1502227 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1502233.250000 Penalty: 4675.823242
	Iteration 23Q: 3 clusters Score -1502233 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1502240.750000 Penalty: 4675.823242
	Iteration 24Q: 3 clusters Score -1502241 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1502244.875000 Penalty: 4675.823242
	Iteration 25Q: 3 clusters Score -1502245 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1502248.500000 Penalty: 4675.823242
	Iteration 26Q: 3 clusters Score -1502248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1502247.875000 Penalty: 4675.823242
	Iteration 27Q: 3 clusters Score -1502248 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1502250.875000 Penalty: 4675.823242
	Iteration 28Q: 3 clusters Score -1502251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1502252.875000 Penalty: 4675.823242
	Iteration 29Q: 3 clusters Score -1502253 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1502257.375000 Penalty: 4675.823242
	Iteration 30Q: 3 clusters Score -1502257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1502255.000000 Penalty: 4675.823242
	Iteration 31Q: 3 clusters Score -1502255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1502259.250000 Penalty: 4675.823242
	Iteration 32Q: 3 clusters Score -1502259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1502260.875000 Penalty: 4675.823242
	Iteration 33Q: 3 clusters Score -1502261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1502260.125000 Penalty: 4675.823242
	Iteration 34Q: 3 clusters Score -1502260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1502263.125000 Penalty: 4675.823242
	Iteration 35Q: 3 clusters Score -1502263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1502266.500000 Penalty: 4675.823242
	Iteration 36Q: 3 clusters Score -1502266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1502265.875000 Penalty: 4675.823242
	Iteration 37Q: 3 clusters Score -1502266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1502263.250000 Penalty: 4675.823242
	Iteration 38Q: 3 clusters Score -1502263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1502265.500000 Penalty: 4675.823242
	Iteration 39Q: 3 clusters Score -1502266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1502267.250000 Penalty: 4675.823242
	Iteration 40F: 3 clusters Score -1502267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1502266.875000 Penalty: 4675.823242
	Iteration 41Q: 3 clusters Score -1502267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1502266.875000 Penalty: 4675.823242
	Iteration 42F: 3 clusters Score -1502267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Entering Unmasked Estep 
Score: -284139.687500 Penalty: 1959.908569
	Iteration 0F: 2 clusters Score -284139.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -281126.468750 Penalty: 3919.817139
	Iteration 0F: 3 clusters Score -281126.5 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -281928.875000 Penalty: 3919.817139
	Iteration 1F: 3 clusters Score -281928.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -282150.406250 Penalty: 3919.817139
	Iteration 2F: 3 clusters Score -282150.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -282290.968750 Penalty: 3919.817139
	Iteration 3F: 3 clusters Score -282291 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -282423.156250 Penalty: 3919.817139
	Iteration 4Q: 3 clusters Score -282423.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -282513.187500 Penalty: 3919.817139
	Iteration 5Q: 3 clusters Score -282513.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -282596.468750 Penalty: 3919.817139
	Iteration 6Q: 3 clusters Score -282596.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -282685.031250 Penalty: 3919.817139
	Iteration 7Q: 3 clusters Score -282685 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -282754.500000 Penalty: 3919.817139
	Iteration 8Q: 3 clusters Score -282754.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -282791.406250 Penalty: 3919.817139
	Iteration 9Q: 3 clusters Score -282791.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -282819.312500 Penalty: 3919.817139
	Iteration 10Q: 3 clusters Score -282819.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -282839.625000 Penalty: 3919.817139
	Iteration 11Q: 3 clusters Score -282839.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -282858.687500 Penalty: 3919.817139
	Iteration 12Q: 3 clusters Score -282858.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -282880.218750 Penalty: 3919.817139
	Iteration 13Q: 3 clusters Score -282880.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -282900.156250 Penalty: 3919.817139
	Iteration 14Q: 3 clusters Score -282900.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -282914.625000 Penalty: 3919.817139
	Iteration 15Q: 3 clusters Score -282914.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -282925.125000 Penalty: 3919.817139
	Iteration 16Q: 3 clusters Score -282925.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -282931.406250 Penalty: 3919.817139
	Iteration 17Q: 3 clusters Score -282931.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -282938.343750 Penalty: 3919.817139
	Iteration 18Q: 3 clusters Score -282938.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -282940.593750 Penalty: 3919.817139
	Iteration 19Q: 3 clusters Score -282940.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -282943.125000 Penalty: 3919.817139
	Iteration 20F: 3 clusters Score -282943.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -282948.437500 Penalty: 3919.817139
	Iteration 21Q: 3 clusters Score -282948.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -282954.843750 Penalty: 3919.817139
	Iteration 22Q: 3 clusters Score -282954.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -282963.531250 Penalty: 3919.817139
	Iteration 23Q: 3 clusters Score -282963.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -282970.875000 Penalty: 3919.817139
	Iteration 24Q: 3 clusters Score -282970.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -282974.593750 Penalty: 3919.817139
	Iteration 25Q: 3 clusters Score -282974.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -282976.062500 Penalty: 3919.817139
	Iteration 26Q: 3 clusters Score -282976.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -282976.187500 Penalty: 3919.817139
	Iteration 27Q: 3 clusters Score -282976.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -282976.531250 Penalty: 3919.817139
	Iteration 28Q: 3 clusters Score -282976.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -282976.531250 Penalty: 3919.817139
	Iteration 29F: 3 clusters Score -282976.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Entering Unmasked Estep 
Score: -755358.250000 Penalty: 2184.660889
	Iteration 0F: 2 clusters Score -755358.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -749867.687500 Penalty: 4369.321777
	Iteration 0F: 3 clusters Score -749867.7 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -751601.062500 Penalty: 4369.321777
	Iteration 1F: 3 clusters Score -751601.1 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -752236.375000 Penalty: 4369.321777
	Iteration 2F: 3 clusters Score -752236.4 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -752763.437500 Penalty: 4369.321777
	Iteration 3F: 3 clusters Score -752763.4 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -753225.875000 Penalty: 4369.321777
	Iteration 4F: 3 clusters Score -753225.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -753610.062500 Penalty: 4369.321777
	Iteration 5F: 3 clusters Score -753610.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -753901.312500 Penalty: 4369.321777
	Iteration 6F: 3 clusters Score -753901.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -754094.500000 Penalty: 4369.321777
	Iteration 7Q: 3 clusters Score -754094.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -754261.250000 Penalty: 4369.321777
	Iteration 8Q: 3 clusters Score -754261.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -754379.625000 Penalty: 4369.321777
	Iteration 9Q: 3 clusters Score -754379.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -754465.187500 Penalty: 4369.321777
	Iteration 10Q: 3 clusters Score -754465.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -754528.562500 Penalty: 4369.321777
	Iteration 11Q: 3 clusters Score -754528.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -754565.937500 Penalty: 4369.321777
	Iteration 12Q: 3 clusters Score -754565.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -754595.375000 Penalty: 4369.321777
	Iteration 13Q: 3 clusters Score -754595.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -754624.500000 Penalty: 4369.321777
	Iteration 14Q: 3 clusters Score -754624.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -754640.437500 Penalty: 4369.321777
	Iteration 15Q: 3 clusters Score -754640.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -754657.000000 Penalty: 4369.321777
	Iteration 16Q: 3 clusters Score -754657 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -754675.125000 Penalty: 4369.321777
	Iteration 17Q: 3 clusters Score -754675.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -754686.500000 Penalty: 4369.321777
	Iteration 18Q: 3 clusters Score -754686.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -754695.000000 Penalty: 4369.321777
	Iteration 19Q: 3 clusters Score -754695 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -754704.500000 Penalty: 4369.321777
	Iteration 20F: 3 clusters Score -754704.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -754710.562500 Penalty: 4369.321777
	Iteration 21Q: 3 clusters Score -754710.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -754714.875000 Penalty: 4369.321777
	Iteration 22Q: 3 clusters Score -754714.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -754717.875000 Penalty: 4369.321777
	Iteration 23Q: 3 clusters Score -754717.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -754721.812500 Penalty: 4369.321777
	Iteration 24Q: 3 clusters Score -754721.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -754724.187500 Penalty: 4369.321777
	Iteration 25Q: 3 clusters Score -754724.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -754730.437500 Penalty: 4369.321777
	Iteration 26Q: 3 clusters Score -754730.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -754734.687500 Penalty: 4369.321777
	Iteration 27Q: 3 clusters Score -754734.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -754737.187500 Penalty: 4369.321777
	Iteration 28Q: 3 clusters Score -754737.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -754740.375000 Penalty: 4369.321777
	Iteration 29Q: 3 clusters Score -754740.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -754746.187500 Penalty: 4369.321777
	Iteration 30Q: 3 clusters Score -754746.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -754750.375000 Penalty: 4369.321777
	Iteration 31Q: 3 clusters Score -754750.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -754751.875000 Penalty: 4369.321777
	Iteration 32Q: 3 clusters Score -754751.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -754753.500000 Penalty: 4369.321777
	Iteration 33Q: 3 clusters Score -754753.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -754757.062500 Penalty: 4369.321777
	Iteration 34Q: 3 clusters Score -754757.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -754757.437500 Penalty: 4369.321777
	Iteration 35Q: 3 clusters Score -754757.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -754760.062500 Penalty: 4369.321777
	Iteration 36Q: 3 clusters Score -754760.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -754761.562500 Penalty: 4369.321777
	Iteration 37Q: 3 clusters Score -754761.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -754761.250000 Penalty: 4369.321777
	Iteration 38Q: 3 clusters Score -754761.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -754765.125000 Penalty: 4369.321777
	Iteration 39Q: 3 clusters Score -754765.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -754766.750000 Penalty: 4369.321777
	Iteration 40F: 3 clusters Score -754766.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Entering Unmasked Estep 
Score: -1258697.250000 Penalty: 2305.559326
	Iteration 0F: 2 clusters Score -1258697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1250455.750000 Penalty: 4611.118652
	Iteration 0F: 3 clusters Score -1250456 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1252899.125000 Penalty: 4611.118652
	Iteration 1F: 3 clusters Score -1252899 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1253364.500000 Penalty: 4611.118652
	Iteration 2F: 3 clusters Score -1253364 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1253767.875000 Penalty: 4611.118652
	Iteration 3F: 3 clusters Score -1253768 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1254166.125000 Penalty: 4611.118652
	Iteration 4F: 3 clusters Score -1254166 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1254564.000000 Penalty: 4611.118652
	Iteration 5F: 3 clusters Score -1254564 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1254895.500000 Penalty: 4611.118652
	Iteration 6F: 3 clusters Score -1254896 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1255240.375000 Penalty: 4611.118652
	Iteration 7Q: 3 clusters Score -1255240 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1255582.500000 Penalty: 4611.118652
	Iteration 8Q: 3 clusters Score -1255582 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1255888.875000 Penalty: 4611.118652
	Iteration 9Q: 3 clusters Score -1255889 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1256163.625000 Penalty: 4611.118652
	Iteration 10Q: 3 clusters Score -1256164 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1256406.250000 Penalty: 4611.118652
	Iteration 11Q: 3 clusters Score -1256406 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1256603.000000 Penalty: 4611.118652
	Iteration 12Q: 3 clusters Score -1256603 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1256776.000000 Penalty: 4611.118652
	Iteration 13Q: 3 clusters Score -1256776 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1256921.875000 Penalty: 4611.118652
	Iteration 14Q: 3 clusters Score -1256922 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1257018.000000 Penalty: 4611.118652
	Iteration 15Q: 3 clusters Score -1257018 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1257095.500000 Penalty: 4611.118652
	Iteration 16Q: 3 clusters Score -1257096 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1257156.375000 Penalty: 4611.118652
	Iteration 17Q: 3 clusters Score -1257156 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1257217.625000 Penalty: 4611.118652
	Iteration 18Q: 3 clusters Score -1257218 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1257257.500000 Penalty: 4611.118652
	Iteration 19Q: 3 clusters Score -1257258 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1257286.125000 Penalty: 4611.118652
	Iteration 20F: 3 clusters Score -1257286 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1257316.875000 Penalty: 4611.118652
	Iteration 21Q: 3 clusters Score -1257317 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1257352.125000 Penalty: 4611.118652
	Iteration 22Q: 3 clusters Score -1257352 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1257391.750000 Penalty: 4611.118652
	Iteration 23Q: 3 clusters Score -1257392 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1257422.875000 Penalty: 4611.118652
	Iteration 24Q: 3 clusters Score -1257423 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1257448.375000 Penalty: 4611.118652
	Iteration 25Q: 3 clusters Score -1257448 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1257469.375000 Penalty: 4611.118652
	Iteration 26Q: 3 clusters Score -1257469 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1257509.250000 Penalty: 4611.118652
	Iteration 27Q: 3 clusters Score -1257509 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1257557.375000 Penalty: 4611.118652
	Iteration 28Q: 3 clusters Score -1257557 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1257608.125000 Penalty: 4611.118652
	Iteration 29Q: 3 clusters Score -1257608 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1257654.125000 Penalty: 4611.118652
	Iteration 30Q: 3 clusters Score -1257654 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1257710.875000 Penalty: 4611.118652
	Iteration 31Q: 3 clusters Score -1257711 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1257784.750000 Penalty: 4611.118652
	Iteration 32Q: 3 clusters Score -1257785 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1257842.000000 Penalty: 4611.118652
	Iteration 33Q: 3 clusters Score -1257842 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1257875.375000 Penalty: 4611.118652
	Iteration 34Q: 3 clusters Score -1257875 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1257898.375000 Penalty: 4611.118652
	Iteration 35Q: 3 clusters Score -1257898 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1257910.875000 Penalty: 4611.118652
	Iteration 36Q: 3 clusters Score -1257911 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1257922.875000 Penalty: 4611.118652
	Iteration 37Q: 3 clusters Score -1257923 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1257939.500000 Penalty: 4611.118652
	Iteration 38Q: 3 clusters Score -1257940 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1257947.125000 Penalty: 4611.118652
	Iteration 39Q: 3 clusters Score -1257947 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1257957.500000 Penalty: 4611.118652
	Iteration 40F: 3 clusters Score -1257958 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1257970.750000 Penalty: 4611.118652
	Iteration 41Q: 3 clusters Score -1257971 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1257983.375000 Penalty: 4611.118652
	Iteration 42Q: 3 clusters Score -1257983 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1257989.250000 Penalty: 4611.118652
	Iteration 43Q: 3 clusters Score -1257989 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1257994.000000 Penalty: 4611.118652
	Iteration 44Q: 3 clusters Score -1257994 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1257998.000000 Penalty: 4611.118652
	Iteration 45Q: 3 clusters Score -1257998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1257999.875000 Penalty: 4611.118652
	Iteration 46Q: 3 clusters Score -1258000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1258001.750000 Penalty: 4611.118652
	Iteration 47Q: 3 clusters Score -1258002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1258001.250000 Penalty: 4611.118652
	Iteration 48Q: 3 clusters Score -1258001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1257999.000000 Penalty: 4611.118652
	Iteration 49Q: 3 clusters Score -1257999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1258002.750000 Penalty: 4611.118652
	Iteration 50Q: 3 clusters Score -1258003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1258003.750000 Penalty: 4611.118652
	Iteration 51Q: 3 clusters Score -1258004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1258006.875000 Penalty: 4611.118652
	Iteration 52Q: 3 clusters Score -1258007 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1258007.250000 Penalty: 4611.118652
	Iteration 53Q: 3 clusters Score -1258007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1258011.375000 Penalty: 4611.118652
	Iteration 54Q: 3 clusters Score -1258011 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1258014.125000 Penalty: 4611.118652
	Iteration 55Q: 3 clusters Score -1258014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1258018.125000 Penalty: 4611.118652
	Iteration 56Q: 3 clusters Score -1258018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1258018.625000 Penalty: 4611.118652
	Iteration 57Q: 3 clusters Score -1258019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1258020.625000 Penalty: 4611.118652
	Iteration 58Q: 3 clusters Score -1258021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1258021.875000 Penalty: 4611.118652
	Iteration 59Q: 3 clusters Score -1258022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1258025.500000 Penalty: 4611.118652
	Iteration 60F: 3 clusters Score -1258026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1258023.625000 Penalty: 4611.118652
	Iteration 61Q: 3 clusters Score -1258024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1258029.500000 Penalty: 4611.118652
	Iteration 62Q: 3 clusters Score -1258030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1258031.875000 Penalty: 4611.118652
	Iteration 63Q: 3 clusters Score -1258032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1258034.750000 Penalty: 4611.118652
	Iteration 64Q: 3 clusters Score -1258035 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1258037.875000 Penalty: 4611.118652
	Iteration 65Q: 3 clusters Score -1258038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1258038.750000 Penalty: 4611.118652
	Iteration 66Q: 3 clusters Score -1258039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1258040.250000 Penalty: 4611.118652
	Iteration 67Q: 3 clusters Score -1258040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1258043.375000 Penalty: 4611.118652
	Iteration 68Q: 3 clusters Score -1258043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1258042.750000 Penalty: 4611.118652
	Iteration 69Q: 3 clusters Score -1258043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1258042.750000 Penalty: 4611.118652
	Iteration 70F: 3 clusters Score -1258043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (54952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54952 members 
Entering Unmasked Estep 
Score: -6719306.000000 Penalty: 2706.725342
	Iteration 0F: 2 clusters Score -6719306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -6682371.000000 Penalty: 5413.450684
	Iteration 0F: 3 clusters Score -6682371 nChanged 25391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -6696662.000000 Penalty: 5413.450684
	Iteration 1F: 3 clusters Score -6696662 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31016 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -6697611.500000 Penalty: 5413.450684
	Iteration 2Q: 3 clusters Score -6697612 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32903 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -6698850.500000 Penalty: 5413.450684
	Iteration 3Q: 3 clusters Score -6698850 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35535 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -6700623.000000 Penalty: 5413.450684
	Iteration 4F: 3 clusters Score -6700623 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39072 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -6703231.500000 Penalty: 5413.450684
	Iteration 5F: 3 clusters Score -6703232 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43085 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -6706575.500000 Penalty: 5413.450684
	Iteration 6F: 3 clusters Score -6706576 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47125 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -6710266.000000 Penalty: 5413.450684
	Iteration 7F: 3 clusters Score -6710266 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50396 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -6713305.500000 Penalty: 5413.450684
	Iteration 8F: 3 clusters Score -6713306 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52512 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -6715222.500000 Penalty: 5413.450684
	Iteration 9Q: 3 clusters Score -6715222 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53597 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -6716154.000000 Penalty: 5413.450684
	Iteration 10Q: 3 clusters Score -6716154 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54070 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -6716557.000000 Penalty: 5413.450684
	Iteration 11Q: 3 clusters Score -6716557 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54273 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -6716733.000000 Penalty: 5413.450684
	Iteration 12Q: 3 clusters Score -6716733 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54367 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -6716838.500000 Penalty: 5413.450684
	Iteration 13Q: 3 clusters Score -6716838 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54415 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -6716895.000000 Penalty: 5413.450684
	Iteration 14Q: 3 clusters Score -6716895 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54446 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -6716936.500000 Penalty: 5413.450684
	Iteration 15Q: 3 clusters Score -6716936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54464 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -6716966.000000 Penalty: 5413.450684
	Iteration 16Q: 3 clusters Score -6716966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54478 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -6716984.000000 Penalty: 5413.450684
	Iteration 17Q: 3 clusters Score -6716984 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54494 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -6717001.500000 Penalty: 5413.450684
	Iteration 18Q: 3 clusters Score -6717002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54504 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -6717010.500000 Penalty: 5413.450684
	Iteration 19Q: 3 clusters Score -6717010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54511 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -6717024.000000 Penalty: 5413.450684
	Iteration 20F: 3 clusters Score -6717024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54515 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -6717020.500000 Penalty: 5413.450684
	Iteration 21Q: 3 clusters Score -6717020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54518 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -6717026.500000 Penalty: 5413.450684
	Iteration 22Q: 3 clusters Score -6717026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54518 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -6717034.500000 Penalty: 5413.450684
	Iteration 23Q: 3 clusters Score -6717034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54517 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -6717035.000000 Penalty: 5413.450684
	Iteration 24Q: 3 clusters Score -6717035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54517 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -6717037.500000 Penalty: 5413.450684
	Iteration 25Q: 3 clusters Score -6717038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54519 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -6717040.500000 Penalty: 5413.450684
	Iteration 26Q: 3 clusters Score -6717040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54518 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -6717037.500000 Penalty: 5413.450684
	Iteration 27Q: 3 clusters Score -6717038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54519 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -6717041.000000 Penalty: 5413.450684
	Iteration 28Q: 3 clusters Score -6717041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54520 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -6717038.000000 Penalty: 5413.450684
	Iteration 29Q: 3 clusters Score -6717038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54523 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -6717041.000000 Penalty: 5413.450684
	Iteration 30Q: 3 clusters Score -6717041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54523 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -6717047.000000 Penalty: 5413.450684
	Iteration 31Q: 3 clusters Score -6717047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54525 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -6717049.000000 Penalty: 5413.450684
	Iteration 32Q: 3 clusters Score -6717049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54526 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -6717047.000000 Penalty: 5413.450684
	Iteration 33Q: 3 clusters Score -6717047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54527 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -6717051.000000 Penalty: 5413.450684
	Iteration 34Q: 3 clusters Score -6717051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54528 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -6717050.500000 Penalty: 5413.450684
	Iteration 35Q: 3 clusters Score -6717050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54528 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -6717057.000000 Penalty: 5413.450684
	Iteration 36Q: 3 clusters Score -6717057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54528 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -6717057.000000 Penalty: 5413.450684
	Iteration 37F: 3 clusters Score -6717057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (13110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Entering Unmasked Estep 
Score: -1601917.750000 Penalty: 2351.320312
	Iteration 0F: 2 clusters Score -1601918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1592212.875000 Penalty: 4702.640625
	Iteration 0F: 3 clusters Score -1592213 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1595285.500000 Penalty: 4702.640625
	Iteration 1F: 3 clusters Score -1595286 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1595615.500000 Penalty: 4702.640625
	Iteration 2F: 3 clusters Score -1595616 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1595862.000000 Penalty: 4702.640625
	Iteration 3Q: 3 clusters Score -1595862 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1596042.750000 Penalty: 4702.640625
	Iteration 4Q: 3 clusters Score -1596043 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1596182.250000 Penalty: 4702.640625
	Iteration 5Q: 3 clusters Score -1596182 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1596319.875000 Penalty: 4702.640625
	Iteration 6Q: 3 clusters Score -1596320 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1596457.750000 Penalty: 4702.640625
	Iteration 7Q: 3 clusters Score -1596458 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1596623.750000 Penalty: 4702.640625
	Iteration 8Q: 3 clusters Score -1596624 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1596811.000000 Penalty: 4702.640625
	Iteration 9Q: 3 clusters Score -1596811 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1597006.625000 Penalty: 4702.640625
	Iteration 10Q: 3 clusters Score -1597007 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1597227.375000 Penalty: 4702.640625
	Iteration 11Q: 3 clusters Score -1597227 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1597460.000000 Penalty: 4702.640625
	Iteration 12Q: 3 clusters Score -1597460 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1597733.250000 Penalty: 4702.640625
	Iteration 13Q: 3 clusters Score -1597733 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1598015.875000 Penalty: 4702.640625
	Iteration 14Q: 3 clusters Score -1598016 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1598357.500000 Penalty: 4702.640625
	Iteration 15Q: 3 clusters Score -1598358 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1598720.875000 Penalty: 4702.640625
	Iteration 16Q: 3 clusters Score -1598721 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1599067.250000 Penalty: 4702.640625
	Iteration 17Q: 3 clusters Score -1599067 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1599369.250000 Penalty: 4702.640625
	Iteration 18Q: 3 clusters Score -1599369 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1599587.125000 Penalty: 4702.640625
	Iteration 19Q: 3 clusters Score -1599587 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1599729.000000 Penalty: 4702.640625
	Iteration 20F: 3 clusters Score -1599729 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1599830.375000 Penalty: 4702.640625
	Iteration 21Q: 3 clusters Score -1599830 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1599902.500000 Penalty: 4702.640625
	Iteration 22Q: 3 clusters Score -1599902 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1599947.375000 Penalty: 4702.640625
	Iteration 23Q: 3 clusters Score -1599947 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1599974.625000 Penalty: 4702.640625
	Iteration 24Q: 3 clusters Score -1599975 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1599996.875000 Penalty: 4702.640625
	Iteration 25Q: 3 clusters Score -1599997 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1600016.625000 Penalty: 4702.640625
	Iteration 26Q: 3 clusters Score -1600017 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1600030.125000 Penalty: 4702.640625
	Iteration 27Q: 3 clusters Score -1600030 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1600038.500000 Penalty: 4702.640625
	Iteration 28Q: 3 clusters Score -1600038 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1600047.500000 Penalty: 4702.640625
	Iteration 29Q: 3 clusters Score -1600048 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1600055.375000 Penalty: 4702.640625
	Iteration 30Q: 3 clusters Score -1600055 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1600055.625000 Penalty: 4702.640625
	Iteration 31Q: 3 clusters Score -1600056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1600060.000000 Penalty: 4702.640625
	Iteration 32Q: 3 clusters Score -1600060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1600061.500000 Penalty: 4702.640625
	Iteration 33Q: 3 clusters Score -1600062 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1600063.000000 Penalty: 4702.640625
	Iteration 34Q: 3 clusters Score -1600063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1600069.000000 Penalty: 4702.640625
	Iteration 35Q: 3 clusters Score -1600069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1600074.000000 Penalty: 4702.640625
	Iteration 36Q: 3 clusters Score -1600074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1600069.250000 Penalty: 4702.640625
	Iteration 37Q: 3 clusters Score -1600069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1600072.375000 Penalty: 4702.640625
	Iteration 38Q: 3 clusters Score -1600072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1600074.625000 Penalty: 4702.640625
	Iteration 39Q: 3 clusters Score -1600075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1600074.125000 Penalty: 4702.640625
	Iteration 40F: 3 clusters Score -1600074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1600074.750000 Penalty: 4702.640625
	Iteration 41Q: 3 clusters Score -1600075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1600074.750000 Penalty: 4702.640625
	Iteration 42F: 3 clusters Score -1600075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Entering Unmasked Estep 
Score: -94130.335938 Penalty: 1686.442139
	Iteration 0F: 2 clusters Score -94130.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -92298.179688 Penalty: 3372.884277
	Iteration 0F: 3 clusters Score -92298.18 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -92691.000000 Penalty: 3372.884277
	Iteration 1F: 3 clusters Score -92691 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -92909.992188 Penalty: 3372.884277
	Iteration 2F: 3 clusters Score -92909.99 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -93061.335938 Penalty: 3372.884277
	Iteration 3F: 3 clusters Score -93061.34 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -93189.171875 Penalty: 3372.884277
	Iteration 4Q: 3 clusters Score -93189.17 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -93339.546875 Penalty: 3372.884277
	Iteration 5Q: 3 clusters Score -93339.55 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -93559.062500 Penalty: 3372.884277
	Iteration 6F: 3 clusters Score -93559.06 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -93808.765625 Penalty: 3372.884277
	Iteration 7F: 3 clusters Score -93808.77 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -94205.617188 Penalty: 3372.884277
	Iteration 8Q: 3 clusters Score -94205.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -94733.554688 Penalty: 3372.884277
	Iteration 9Q: 3 clusters Score -94733.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -95259.140625 Penalty: 3372.884277
	Iteration 10Q: 3 clusters Score -95259.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -95389.468750 Penalty: 3372.884277
	Iteration 11Q: 3 clusters Score -95389.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -95494.367188 Penalty: 3372.884277
	Iteration 12Q: 3 clusters Score -95494.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -95494.367188 Penalty: 3372.884277
	Iteration 13F: 3 clusters Score -95494.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 8635 members 
Mstep: Class 3 contains 16159 members 
Mstep: Class 4 contains 183892 members 
Mstep: Class 5 contains 318972 members 
Mstep: Class 6 contains 8854 members 
Mstep: Class 7 contains 230027 members 
Mstep: Class 8 contains 16255 members 
Mstep: Class 9 contains 10700 members 
Mstep: Class 10 contains 14433 members 
Mstep: Class 11 contains 7902 members 
Mstep: Class 12 contains 16948 members 
Mstep: Class 13 contains 471 members 
Mstep: Class 14 contains 3074 members 
Mstep: Class 15 contains 100755 members 
Mstep: Class 16 contains 193277 members 
Mstep: Class 17 contains 16782 members 
Mstep: Class 18 contains 84106 members 
Mstep: Class 19 contains 25059 members 
Mstep: Class 20 contains 52618 members 
Mstep: Class 21 contains 44419 members 
Mstep: Class 22 contains 55473 members 
Mstep: Class 23 contains 9161 members 
Mstep: Class 24 contains 31943 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12704 members 
Mstep: Class 27 contains 11097 members 
Mstep: Class 28 contains 5636 members 
Mstep: Class 29 contains 12420 members 
Mstep: Class 30 contains 2705 members 
Mstep: Class 31 contains 6695 members 
Mstep: Class 32 contains 10901 members 
Mstep: Class 33 contains 54952 members 
Mstep: Class 34 contains 13110 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 133297 members 
Mstep: Class 37 contains 244966 members 
Mstep: Class 38 contains 21861 members 
Mstep: Class 39 contains 1061 members 
Mstep: Class 40 contains 865 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
Score: -235487296.000000 Penalty: 147473.906250
Splitting cluster 35 changes total score from -235486144.000000 to -235487296.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 36 (133297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133297 members 
Entering Unmasked Estep 
Score: -16212804.000000 Penalty: 2926.483154
	Iteration 0F: 2 clusters Score -1.62128e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66877 members 
Mstep: Class 2 contains 66420 members 
Entering Unmasked Estep 
Score: -16123539.000000 Penalty: 5852.966309
	Iteration 0F: 3 clusters Score -1.612354e+07 nChanged 63373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68592 members 
Mstep: Class 2 contains 64705 members 
Entering Unmasked Estep 
Score: -16160337.000000 Penalty: 5852.966309
	Iteration 1F: 3 clusters Score -1.616034e+07 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69265 members 
Mstep: Class 2 contains 64032 members 
Entering Unmasked Estep 
Score: -16161588.000000 Penalty: 5852.966309
	Iteration 2Q: 3 clusters Score -1.616159e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70120 members 
Mstep: Class 2 contains 63177 members 
Entering Unmasked Estep 
Score: -16163377.000000 Penalty: 5852.966309
	Iteration 3Q: 3 clusters Score -1.616338e+07 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71187 members 
Mstep: Class 2 contains 62110 members 
Entering Unmasked Estep 
Score: -16166005.000000 Penalty: 5852.966309
	Iteration 4Q: 3 clusters Score -1.6166e+07 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72692 members 
Mstep: Class 2 contains 60605 members 
Entering Unmasked Estep 
Score: -16169469.000000 Penalty: 5852.966309
	Iteration 5F: 3 clusters Score -1.616947e+07 nChanged 7506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74810 members 
Mstep: Class 2 contains 58487 members 
Entering Unmasked Estep 
Score: -16173674.000000 Penalty: 5852.966309
	Iteration 6F: 3 clusters Score -1.617367e+07 nChanged 7754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77896 members 
Mstep: Class 2 contains 55401 members 
Entering Unmasked Estep 
Score: -16178116.000000 Penalty: 5852.966309
	Iteration 7F: 3 clusters Score -1.617812e+07 nChanged 7290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81700 members 
Mstep: Class 2 contains 51597 members 
Entering Unmasked Estep 
Score: -16182091.000000 Penalty: 5852.966309
	Iteration 8F: 3 clusters Score -1.618209e+07 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86191 members 
Mstep: Class 2 contains 47106 members 
Entering Unmasked Estep 
Score: -16185387.000000 Penalty: 5852.966309
	Iteration 9Q: 3 clusters Score -1.618539e+07 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91384 members 
Mstep: Class 2 contains 41913 members 
Entering Unmasked Estep 
Score: -16188370.000000 Penalty: 5852.966309
	Iteration 10Q: 3 clusters Score -1.618837e+07 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97065 members 
Mstep: Class 2 contains 36232 members 
Entering Unmasked Estep 
Score: -16191307.000000 Penalty: 5852.966309
	Iteration 11Q: 3 clusters Score -1.619131e+07 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103045 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -16194336.000000 Penalty: 5852.966309
	Iteration 12Q: 3 clusters Score -1.619434e+07 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109063 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -16197682.000000 Penalty: 5852.966309
	Iteration 13Q: 3 clusters Score -1.619768e+07 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114778 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -16200952.000000 Penalty: 5852.966309
	Iteration 14Q: 3 clusters Score -1.620095e+07 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119677 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -16203704.000000 Penalty: 5852.966309
	Iteration 15Q: 3 clusters Score -1.62037e+07 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123564 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -16205905.000000 Penalty: 5852.966309
	Iteration 16Q: 3 clusters Score -1.62059e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126464 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -16207429.000000 Penalty: 5852.966309
	Iteration 17Q: 3 clusters Score -1.620743e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128460 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -16208469.000000 Penalty: 5852.966309
	Iteration 18Q: 3 clusters Score -1.620847e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129730 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -16209106.000000 Penalty: 5852.966309
	Iteration 19Q: 3 clusters Score -1.620911e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130543 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -16209477.000000 Penalty: 5852.966309
	Iteration 20F: 3 clusters Score -1.620948e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131075 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -16209730.000000 Penalty: 5852.966309
	Iteration 21Q: 3 clusters Score -1.620973e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131393 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -16209869.000000 Penalty: 5852.966309
	Iteration 22Q: 3 clusters Score -1.620987e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131615 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -16209952.000000 Penalty: 5852.966309
	Iteration 23Q: 3 clusters Score -1.620995e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131772 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -16210039.000000 Penalty: 5852.966309
	Iteration 24Q: 3 clusters Score -1.621004e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131892 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -16210081.000000 Penalty: 5852.966309
	Iteration 25Q: 3 clusters Score -1.621008e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131991 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -16210131.000000 Penalty: 5852.966309
	Iteration 26Q: 3 clusters Score -1.621013e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132060 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -16210164.000000 Penalty: 5852.966309
	Iteration 27Q: 3 clusters Score -1.621016e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132113 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -16210191.000000 Penalty: 5852.966309
	Iteration 28Q: 3 clusters Score -1.621019e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132167 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -16210223.000000 Penalty: 5852.966309
	Iteration 29Q: 3 clusters Score -1.621022e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132207 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -16210267.000000 Penalty: 5852.966309
	Iteration 30Q: 3 clusters Score -1.621027e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132236 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -16210288.000000 Penalty: 5852.966309
	Iteration 31Q: 3 clusters Score -1.621029e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132259 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -16210315.000000 Penalty: 5852.966309
	Iteration 32Q: 3 clusters Score -1.621032e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132283 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -16210343.000000 Penalty: 5852.966309
	Iteration 33Q: 3 clusters Score -1.621034e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132300 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -16210351.000000 Penalty: 5852.966309
	Iteration 34Q: 3 clusters Score -1.621035e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132315 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -16210366.000000 Penalty: 5852.966309
	Iteration 35Q: 3 clusters Score -1.621037e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132329 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -16210360.000000 Penalty: 5852.966309
	Iteration 36Q: 3 clusters Score -1.621036e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132341 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -16210386.000000 Penalty: 5852.966309
	Iteration 37Q: 3 clusters Score -1.621039e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132350 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -16210385.000000 Penalty: 5852.966309
	Iteration 38Q: 3 clusters Score -1.621038e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132356 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -16210374.000000 Penalty: 5852.966309
	Iteration 39Q: 3 clusters Score -1.621037e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132360 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -16210392.000000 Penalty: 5852.966309
	Iteration 40F: 3 clusters Score -1.621039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132363 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -16210387.000000 Penalty: 5852.966309
	Iteration 41Q: 3 clusters Score -1.621039e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132366 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -16210398.000000 Penalty: 5852.966309
	Iteration 42Q: 3 clusters Score -1.62104e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132369 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -16210396.000000 Penalty: 5852.966309
	Iteration 43Q: 3 clusters Score -1.62104e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132370 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -16210405.000000 Penalty: 5852.966309
	Iteration 44Q: 3 clusters Score -1.62104e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132370 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -16210407.000000 Penalty: 5852.966309
	Iteration 45Q: 3 clusters Score -1.621041e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132375 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -16210412.000000 Penalty: 5852.966309
	Iteration 46Q: 3 clusters Score -1.621041e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132382 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -16210410.000000 Penalty: 5852.966309
	Iteration 47Q: 3 clusters Score -1.621041e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132385 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -16210413.000000 Penalty: 5852.966309
	Iteration 48Q: 3 clusters Score -1.621041e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132388 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -16210422.000000 Penalty: 5852.966309
	Iteration 49Q: 3 clusters Score -1.621042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132391 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -16210422.000000 Penalty: 5852.966309
	Iteration 50Q: 3 clusters Score -1.621042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132393 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -16210417.000000 Penalty: 5852.966309
	Iteration 51Q: 3 clusters Score -1.621042e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132397 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -16210413.000000 Penalty: 5852.966309
	Iteration 52Q: 3 clusters Score -1.621041e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132401 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -16210415.000000 Penalty: 5852.966309
	Iteration 53Q: 3 clusters Score -1.621042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132403 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -16210412.000000 Penalty: 5852.966309
	Iteration 54Q: 3 clusters Score -1.621041e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132404 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -16210413.000000 Penalty: 5852.966309
	Iteration 55Q: 3 clusters Score -1.621041e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132404 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -16210413.000000 Penalty: 5852.966309
	Iteration 56F: 3 clusters Score -1.621041e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (244966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244966 members 
Entering Unmasked Estep 
Score: -29941424.000000 Penalty: 3077.400879
	Iteration 0F: 2 clusters Score -2.994142e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122582 members 
Mstep: Class 2 contains 122384 members 
Entering Unmasked Estep 
Score: -29785920.000000 Penalty: 6154.801758
	Iteration 0F: 3 clusters Score -2.978592e+07 nChanged 118052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122340 members 
Mstep: Class 2 contains 122626 members 
Entering Unmasked Estep 
Score: -29856350.000000 Penalty: 6154.801758
	Iteration 1F: 3 clusters Score -2.985635e+07 nChanged 7796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121180 members 
Mstep: Class 2 contains 123786 members 
Entering Unmasked Estep 
Score: -29858394.000000 Penalty: 6154.801758
	Iteration 2Q: 3 clusters Score -2.985839e+07 nChanged 8178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119448 members 
Mstep: Class 2 contains 125518 members 
Entering Unmasked Estep 
Score: -29860746.000000 Penalty: 6154.801758
	Iteration 3Q: 3 clusters Score -2.986075e+07 nChanged 9319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116875 members 
Mstep: Class 2 contains 128091 members 
Entering Unmasked Estep 
Score: -29863682.000000 Penalty: 6154.801758
	Iteration 4Q: 3 clusters Score -2.986368e+07 nChanged 10840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113087 members 
Mstep: Class 2 contains 131879 members 
Entering Unmasked Estep 
Score: -29867752.000000 Penalty: 6154.801758
	Iteration 5Q: 3 clusters Score -2.986775e+07 nChanged 12258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107873 members 
Mstep: Class 2 contains 137093 members 
Entering Unmasked Estep 
Score: -29872842.000000 Penalty: 6154.801758
	Iteration 6F: 3 clusters Score -2.987284e+07 nChanged 13308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101431 members 
Mstep: Class 2 contains 143535 members 
Entering Unmasked Estep 
Score: -29878606.000000 Penalty: 6154.801758
	Iteration 7F: 3 clusters Score -2.987861e+07 nChanged 13643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93642 members 
Mstep: Class 2 contains 151324 members 
Entering Unmasked Estep 
Score: -29884878.000000 Penalty: 6154.801758
	Iteration 8F: 3 clusters Score -2.988488e+07 nChanged 13574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84462 members 
Mstep: Class 2 contains 160504 members 
Entering Unmasked Estep 
Score: -29891242.000000 Penalty: 6154.801758
	Iteration 9F: 3 clusters Score -2.989124e+07 nChanged 13058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73982 members 
Mstep: Class 2 contains 170984 members 
Entering Unmasked Estep 
Score: -29897698.000000 Penalty: 6154.801758
	Iteration 10F: 3 clusters Score -2.98977e+07 nChanged 12519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62513 members 
Mstep: Class 2 contains 182453 members 
Entering Unmasked Estep 
Score: -29903848.000000 Penalty: 6154.801758
	Iteration 11F: 3 clusters Score -2.990385e+07 nChanged 12441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50296 members 
Mstep: Class 2 contains 194670 members 
Entering Unmasked Estep 
Score: -29910594.000000 Penalty: 6154.801758
	Iteration 12F: 3 clusters Score -2.991059e+07 nChanged 12070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 206708 members 
Entering Unmasked Estep 
Score: -29917272.000000 Penalty: 6154.801758
	Iteration 13Q: 3 clusters Score -2.991727e+07 nChanged 10601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 217307 members 
Entering Unmasked Estep 
Score: -29922960.000000 Penalty: 6154.801758
	Iteration 14Q: 3 clusters Score -2.992296e+07 nChanged 8661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 225966 members 
Entering Unmasked Estep 
Score: -29927860.000000 Penalty: 6154.801758
	Iteration 15Q: 3 clusters Score -2.992786e+07 nChanged 6333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 232293 members 
Entering Unmasked Estep 
Score: -29931962.000000 Penalty: 6154.801758
	Iteration 16Q: 3 clusters Score -2.993196e+07 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 236428 members 
Entering Unmasked Estep 
Score: -29934758.000000 Penalty: 6154.801758
	Iteration 17Q: 3 clusters Score -2.993476e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 238955 members 
Entering Unmasked Estep 
Score: -29936800.000000 Penalty: 6154.801758
	Iteration 18Q: 3 clusters Score -2.99368e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 240354 members 
Entering Unmasked Estep 
Score: -29938040.000000 Penalty: 6154.801758
	Iteration 19Q: 3 clusters Score -2.993804e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 241071 members 
Entering Unmasked Estep 
Score: -29938692.000000 Penalty: 6154.801758
	Iteration 20F: 3 clusters Score -2.993869e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 241449 members 
Entering Unmasked Estep 
Score: -29939012.000000 Penalty: 6154.801758
	Iteration 21Q: 3 clusters Score -2.993901e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 241683 members 
Entering Unmasked Estep 
Score: -29939224.000000 Penalty: 6154.801758
	Iteration 22Q: 3 clusters Score -2.993922e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 241851 members 
Entering Unmasked Estep 
Score: -29939310.000000 Penalty: 6154.801758
	Iteration 23Q: 3 clusters Score -2.993931e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 241969 members 
Entering Unmasked Estep 
Score: -29939428.000000 Penalty: 6154.801758
	Iteration 24Q: 3 clusters Score -2.993943e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 242066 members 
Entering Unmasked Estep 
Score: -29939486.000000 Penalty: 6154.801758
	Iteration 25Q: 3 clusters Score -2.993949e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 242161 members 
Entering Unmasked Estep 
Score: -29939532.000000 Penalty: 6154.801758
	Iteration 26Q: 3 clusters Score -2.993953e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 242230 members 
Entering Unmasked Estep 
Score: -29939538.000000 Penalty: 6154.801758
	Iteration 27Q: 3 clusters Score -2.993954e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 242294 members 
Entering Unmasked Estep 
Score: -29939586.000000 Penalty: 6154.801758
	Iteration 28Q: 3 clusters Score -2.993959e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 242343 members 
Entering Unmasked Estep 
Score: -29939594.000000 Penalty: 6154.801758
	Iteration 29Q: 3 clusters Score -2.993959e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 242374 members 
Entering Unmasked Estep 
Score: -29939602.000000 Penalty: 6154.801758
	Iteration 30Q: 3 clusters Score -2.99396e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 242406 members 
Entering Unmasked Estep 
Score: -29939628.000000 Penalty: 6154.801758
	Iteration 31Q: 3 clusters Score -2.993963e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 242444 members 
Entering Unmasked Estep 
Score: -29939660.000000 Penalty: 6154.801758
	Iteration 32Q: 3 clusters Score -2.993966e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 242473 members 
Entering Unmasked Estep 
Score: -29939664.000000 Penalty: 6154.801758
	Iteration 33Q: 3 clusters Score -2.993966e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 242502 members 
Entering Unmasked Estep 
Score: -29939670.000000 Penalty: 6154.801758
	Iteration 34Q: 3 clusters Score -2.993967e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 242524 members 
Entering Unmasked Estep 
Score: -29939654.000000 Penalty: 6154.801758
	Iteration 35Q: 3 clusters Score -2.993965e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 242552 members 
Entering Unmasked Estep 
Score: -29939688.000000 Penalty: 6154.801758
	Iteration 36Q: 3 clusters Score -2.993969e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 242582 members 
Entering Unmasked Estep 
Score: -29939688.000000 Penalty: 6154.801758
	Iteration 37Q: 3 clusters Score -2.993969e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 242606 members 
Entering Unmasked Estep 
Score: -29939692.000000 Penalty: 6154.801758
	Iteration 38Q: 3 clusters Score -2.993969e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 242627 members 
Entering Unmasked Estep 
Score: -29939700.000000 Penalty: 6154.801758
	Iteration 39Q: 3 clusters Score -2.99397e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 242635 members 
Entering Unmasked Estep 
Score: -29939708.000000 Penalty: 6154.801758
	Iteration 40F: 3 clusters Score -2.993971e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 242643 members 
Entering Unmasked Estep 
Score: -29939706.000000 Penalty: 6154.801758
	Iteration 41Q: 3 clusters Score -2.993971e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 242648 members 
Entering Unmasked Estep 
Score: -29939706.000000 Penalty: 6154.801758
	Iteration 42Q: 3 clusters Score -2.993971e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 242658 members 
Entering Unmasked Estep 
Score: -29939704.000000 Penalty: 6154.801758
	Iteration 43Q: 3 clusters Score -2.99397e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 242668 members 
Entering Unmasked Estep 
Score: -29939712.000000 Penalty: 6154.801758
	Iteration 44Q: 3 clusters Score -2.993971e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 242675 members 
Entering Unmasked Estep 
Score: -29939720.000000 Penalty: 6154.801758
	Iteration 45Q: 3 clusters Score -2.993972e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 242688 members 
Entering Unmasked Estep 
Score: -29939712.000000 Penalty: 6154.801758
	Iteration 46Q: 3 clusters Score -2.993971e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 242699 members 
Entering Unmasked Estep 
Score: -29939744.000000 Penalty: 6154.801758
	Iteration 47Q: 3 clusters Score -2.993974e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 242712 members 
Entering Unmasked Estep 
Score: -29939746.000000 Penalty: 6154.801758
	Iteration 48Q: 3 clusters Score -2.993975e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 242720 members 
Entering Unmasked Estep 
Score: -29939764.000000 Penalty: 6154.801758
	Iteration 49Q: 3 clusters Score -2.993976e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 242724 members 
Entering Unmasked Estep 
Score: -29939772.000000 Penalty: 6154.801758
	Iteration 50Q: 3 clusters Score -2.993977e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 242724 members 
Entering Unmasked Estep 
Score: -29939760.000000 Penalty: 6154.801758
	Iteration 51Q: 3 clusters Score -2.993976e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 242722 members 
Entering Unmasked Estep 
Score: -29939762.000000 Penalty: 6154.801758
	Iteration 52Q: 3 clusters Score -2.993976e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 242722 members 
Entering Unmasked Estep 
Score: -29939762.000000 Penalty: 6154.801758
	Iteration 53F: 3 clusters Score -2.993976e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (21861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Entering Unmasked Estep 
Score: -2570099.000000 Penalty: 2478.129883
	Iteration 0F: 2 clusters Score -2570099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -2554819.500000 Penalty: 4956.259766
	Iteration 0F: 3 clusters Score -2554820 nChanged 9646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -2559961.250000 Penalty: 4956.259766
	Iteration 1F: 3 clusters Score -2559961 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -2560360.250000 Penalty: 4956.259766
	Iteration 2F: 3 clusters Score -2560360 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -2560659.750000 Penalty: 4956.259766
	Iteration 3Q: 3 clusters Score -2560660 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -2560933.750000 Penalty: 4956.259766
	Iteration 4Q: 3 clusters Score -2560934 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -2561241.000000 Penalty: 4956.259766
	Iteration 5Q: 3 clusters Score -2561241 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -2561617.250000 Penalty: 4956.259766
	Iteration 6Q: 3 clusters Score -2561617 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -2562125.750000 Penalty: 4956.259766
	Iteration 7Q: 3 clusters Score -2562126 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -2562872.500000 Penalty: 4956.259766
	Iteration 8F: 3 clusters Score -2562872 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -2563923.000000 Penalty: 4956.259766
	Iteration 9F: 3 clusters Score -2563923 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -2565167.750000 Penalty: 4956.259766
	Iteration 10F: 3 clusters Score -2565168 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2566291.250000 Penalty: 4956.259766
	Iteration 11F: 3 clusters Score -2566291 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2567042.750000 Penalty: 4956.259766
	Iteration 12Q: 3 clusters Score -2567043 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2567509.250000 Penalty: 4956.259766
	Iteration 13Q: 3 clusters Score -2567509 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2567727.250000 Penalty: 4956.259766
	Iteration 14Q: 3 clusters Score -2567727 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2567837.750000 Penalty: 4956.259766
	Iteration 15Q: 3 clusters Score -2567838 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2567905.000000 Penalty: 4956.259766
	Iteration 16Q: 3 clusters Score -2567905 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2567936.000000 Penalty: 4956.259766
	Iteration 17Q: 3 clusters Score -2567936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2567950.750000 Penalty: 4956.259766
	Iteration 18Q: 3 clusters Score -2567951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2567958.750000 Penalty: 4956.259766
	Iteration 19Q: 3 clusters Score -2567959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2567975.750000 Penalty: 4956.259766
	Iteration 20F: 3 clusters Score -2567976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2567986.000000 Penalty: 4956.259766
	Iteration 21Q: 3 clusters Score -2567986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2567987.250000 Penalty: 4956.259766
	Iteration 22Q: 3 clusters Score -2567987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2567991.250000 Penalty: 4956.259766
	Iteration 23Q: 3 clusters Score -2567991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2568000.500000 Penalty: 4956.259766
	Iteration 24Q: 3 clusters Score -2568000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2567999.750000 Penalty: 4956.259766
	Iteration 25Q: 3 clusters Score -2568000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2568006.500000 Penalty: 4956.259766
	Iteration 26Q: 3 clusters Score -2568006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2568009.250000 Penalty: 4956.259766
	Iteration 27Q: 3 clusters Score -2568009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2568008.250000 Penalty: 4956.259766
	Iteration 28Q: 3 clusters Score -2568008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2568010.000000 Penalty: 4956.259766
	Iteration 29Q: 3 clusters Score -2568010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2568011.750000 Penalty: 4956.259766
	Iteration 30Q: 3 clusters Score -2568012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2568011.750000 Penalty: 4956.259766
	Iteration 31F: 3 clusters Score -2568012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Entering Unmasked Estep 
Score: -115359.664062 Penalty: 1727.807861
	Iteration 0F: 2 clusters Score -115359.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -113374.695312 Penalty: 3455.615723
	Iteration 0F: 3 clusters Score -113374.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -113698.875000 Penalty: 3455.615723
	Iteration 1F: 3 clusters Score -113698.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -113851.968750 Penalty: 3455.615723
	Iteration 2F: 3 clusters Score -113852 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -113969.203125 Penalty: 3455.615723
	Iteration 3Q: 3 clusters Score -113969.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -114032.945312 Penalty: 3455.615723
	Iteration 4Q: 3 clusters Score -114032.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -114084.117188 Penalty: 3455.615723
	Iteration 5Q: 3 clusters Score -114084.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -114162.992188 Penalty: 3455.615723
	Iteration 6Q: 3 clusters Score -114163 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -114341.406250 Penalty: 3455.615723
	Iteration 7Q: 3 clusters Score -114341.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -114487.406250 Penalty: 3455.615723
	Iteration 8Q: 3 clusters Score -114487.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -114558.937500 Penalty: 3455.615723
	Iteration 9Q: 3 clusters Score -114558.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -114625.250000 Penalty: 3455.615723
	Iteration 10Q: 3 clusters Score -114625.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -114670.859375 Penalty: 3455.615723
	Iteration 11Q: 3 clusters Score -114670.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -114695.945312 Penalty: 3455.615723
	Iteration 12Q: 3 clusters Score -114695.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -114721.304688 Penalty: 3455.615723
	Iteration 13Q: 3 clusters Score -114721.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -114757.632812 Penalty: 3455.615723
	Iteration 14Q: 3 clusters Score -114757.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -114787.078125 Penalty: 3455.615723
	Iteration 15Q: 3 clusters Score -114787.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -114803.539062 Penalty: 3455.615723
	Iteration 16Q: 3 clusters Score -114803.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -114814.929688 Penalty: 3455.615723
	Iteration 17Q: 3 clusters Score -114814.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -114827.250000 Penalty: 3455.615723
	Iteration 18Q: 3 clusters Score -114827.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -114844.664062 Penalty: 3455.615723
	Iteration 19Q: 3 clusters Score -114844.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -114890.750000 Penalty: 3455.615723
	Iteration 20F: 3 clusters Score -114890.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -114956.671875 Penalty: 3455.615723
	Iteration 21Q: 3 clusters Score -114956.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -115033.351562 Penalty: 3455.615723
	Iteration 22Q: 3 clusters Score -115033.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -115082.015625 Penalty: 3455.615723
	Iteration 23Q: 3 clusters Score -115082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -115112.734375 Penalty: 3455.615723
	Iteration 24Q: 3 clusters Score -115112.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -115118.085938 Penalty: 3455.615723
	Iteration 25Q: 3 clusters Score -115118.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -115118.085938 Penalty: 3455.615723
	Iteration 26F: 3 clusters Score -115118.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Entering Unmasked Estep 
Score: -87748.570312 Penalty: 1677.156982
	Iteration 0F: 2 clusters Score -87748.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -85963.546875 Penalty: 3354.313965
	Iteration 0F: 3 clusters Score -85963.55 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -86270.625000 Penalty: 3354.313965
	Iteration 1F: 3 clusters Score -86270.62 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -86394.703125 Penalty: 3354.313965
	Iteration 2F: 3 clusters Score -86394.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -86475.804688 Penalty: 3354.313965
	Iteration 3Q: 3 clusters Score -86475.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -86544.585938 Penalty: 3354.313965
	Iteration 4Q: 3 clusters Score -86544.59 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -86639.210938 Penalty: 3354.313965
	Iteration 5Q: 3 clusters Score -86639.21 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -86722.648438 Penalty: 3354.313965
	Iteration 6Q: 3 clusters Score -86722.65 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -86769.726562 Penalty: 3354.313965
	Iteration 7Q: 3 clusters Score -86769.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -86809.335938 Penalty: 3354.313965
	Iteration 8Q: 3 clusters Score -86809.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -86838.398438 Penalty: 3354.313965
	Iteration 9Q: 3 clusters Score -86838.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -86852.890625 Penalty: 3354.313965
	Iteration 10Q: 3 clusters Score -86852.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -86857.382812 Penalty: 3354.313965
	Iteration 11Q: 3 clusters Score -86857.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -86861.726562 Penalty: 3354.313965
	Iteration 12Q: 3 clusters Score -86861.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -86867.328125 Penalty: 3354.313965
	Iteration 13Q: 3 clusters Score -86867.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -86879.554688 Penalty: 3354.313965
	Iteration 14Q: 3 clusters Score -86879.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -86891.125000 Penalty: 3354.313965
	Iteration 15Q: 3 clusters Score -86891.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -86897.781250 Penalty: 3354.313965
	Iteration 16Q: 3 clusters Score -86897.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -86897.781250 Penalty: 3354.313965
	Iteration 17F: 3 clusters Score -86897.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 8635 members 
Mstep: Class 3 contains 16159 members 
Mstep: Class 4 contains 183892 members 
Mstep: Class 5 contains 318972 members 
Mstep: Class 6 contains 8854 members 
Mstep: Class 7 contains 230027 members 
Mstep: Class 8 contains 16255 members 
Mstep: Class 9 contains 10700 members 
Mstep: Class 10 contains 14433 members 
Mstep: Class 11 contains 7902 members 
Mstep: Class 12 contains 16948 members 
Mstep: Class 13 contains 471 members 
Mstep: Class 14 contains 3074 members 
Mstep: Class 15 contains 100755 members 
Mstep: Class 16 contains 193277 members 
Mstep: Class 17 contains 16782 members 
Mstep: Class 18 contains 84106 members 
Mstep: Class 19 contains 25059 members 
Mstep: Class 20 contains 52618 members 
Mstep: Class 21 contains 44419 members 
Mstep: Class 22 contains 55473 members 
Mstep: Class 23 contains 9161 members 
Mstep: Class 24 contains 31943 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12704 members 
Mstep: Class 27 contains 11097 members 
Mstep: Class 28 contains 5636 members 
Mstep: Class 29 contains 12420 members 
Mstep: Class 30 contains 2705 members 
Mstep: Class 31 contains 6695 members 
Mstep: Class 32 contains 10901 members 
Mstep: Class 33 contains 54952 members 
Mstep: Class 34 contains 13110 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 133297 members 
Mstep: Class 37 contains 244966 members 
Mstep: Class 38 contains 21861 members 
Mstep: Class 39 contains 1061 members 
Mstep: Class 40 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235487456.000000 Penalty: 147473.906250
Iteration 159Q: 42 clusters Score -2.354875e+08 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 8638 members 
Mstep: Class 3 contains 16156 members 
Mstep: Class 4 contains 183872 members 
Mstep: Class 5 contains 319026 members 
Mstep: Class 6 contains 8852 members 
Mstep: Class 7 contains 229620 members 
Mstep: Class 8 contains 16263 members 
Mstep: Class 9 contains 10718 members 
Mstep: Class 10 contains 14432 members 
Mstep: Class 11 contains 7900 members 
Mstep: Class 12 contains 16970 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 3076 members 
Mstep: Class 15 contains 100797 members 
Mstep: Class 16 contains 193246 members 
Mstep: Class 17 contains 16762 members 
Mstep: Class 18 contains 84095 members 
Mstep: Class 19 contains 25072 members 
Mstep: Class 20 contains 53257 members 
Mstep: Class 21 contains 44402 members 
Mstep: Class 22 contains 55394 members 
Mstep: Class 23 contains 9212 members 
Mstep: Class 24 contains 31911 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12697 members 
Mstep: Class 27 contains 11100 members 
Mstep: Class 28 contains 5638 members 
Mstep: Class 29 contains 12423 members 
Mstep: Class 30 contains 2733 members 
Mstep: Class 31 contains 6702 members 
Mstep: Class 32 contains 10902 members 
Mstep: Class 33 contains 54935 members 
Mstep: Class 34 contains 13191 members 
Mstep: Class 35 contains 457 members 
Mstep: Class 36 contains 133213 members 
Mstep: Class 37 contains 244738 members 
Mstep: Class 38 contains 21851 members 
Mstep: Class 39 contains 1062 members 
Mstep: Class 40 contains 865 members 
Mstep: Class 41 contains 436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235487312.000000 Penalty: 147473.906250
Iteration 160F: 42 clusters Score -2.354873e+08 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 8639 members 
Mstep: Class 3 contains 16154 members 
Mstep: Class 4 contains 183844 members 
Mstep: Class 5 contains 319119 members 
Mstep: Class 6 contains 8852 members 
Mstep: Class 7 contains 229212 members 
Mstep: Class 8 contains 16266 members 
Mstep: Class 9 contains 10740 members 
Mstep: Class 10 contains 14420 members 
Mstep: Class 11 contains 7896 members 
Mstep: Class 12 contains 16996 members 
Mstep: Class 13 contains 462 members 
Mstep: Class 14 contains 3077 members 
Mstep: Class 15 contains 100839 members 
Mstep: Class 16 contains 193215 members 
Mstep: Class 17 contains 16741 members 
Mstep: Class 18 contains 84093 members 
Mstep: Class 19 contains 25087 members 
Mstep: Class 20 contains 53897 members 
Mstep: Class 21 contains 44397 members 
Mstep: Class 22 contains 55292 members 
Mstep: Class 23 contains 9263 members 
Mstep: Class 24 contains 31861 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12693 members 
Mstep: Class 27 contains 11099 members 
Mstep: Class 28 contains 5638 members 
Mstep: Class 29 contains 12423 members 
Mstep: Class 30 contains 2755 members 
Mstep: Class 31 contains 6709 members 
Mstep: Class 32 contains 10903 members 
Mstep: Class 33 contains 54919 members 
Mstep: Class 34 contains 13264 members 
Mstep: Class 35 contains 463 members 
Mstep: Class 36 contains 133139 members 
Mstep: Class 37 contains 244517 members 
Mstep: Class 38 contains 21837 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 865 members 
Mstep: Class 41 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235488608.000000 Penalty: 147473.906250
Iteration 161Q: 42 clusters Score -2.354886e+08 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 8641 members 
Mstep: Class 3 contains 16150 members 
Mstep: Class 4 contains 183847 members 
Mstep: Class 5 contains 319167 members 
Mstep: Class 6 contains 8846 members 
Mstep: Class 7 contains 228808 members 
Mstep: Class 8 contains 16276 members 
Mstep: Class 9 contains 10759 members 
Mstep: Class 10 contains 14417 members 
Mstep: Class 11 contains 7891 members 
Mstep: Class 12 contains 17012 members 
Mstep: Class 13 contains 456 members 
Mstep: Class 14 contains 3075 members 
Mstep: Class 15 contains 100878 members 
Mstep: Class 16 contains 193184 members 
Mstep: Class 17 contains 16724 members 
Mstep: Class 18 contains 84087 members 
Mstep: Class 19 contains 25108 members 
Mstep: Class 20 contains 54541 members 
Mstep: Class 21 contains 44385 members 
Mstep: Class 22 contains 55193 members 
Mstep: Class 23 contains 9302 members 
Mstep: Class 24 contains 31821 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12691 members 
Mstep: Class 27 contains 11100 members 
Mstep: Class 28 contains 5638 members 
Mstep: Class 29 contains 12427 members 
Mstep: Class 30 contains 2772 members 
Mstep: Class 31 contains 6712 members 
Mstep: Class 32 contains 10900 members 
Mstep: Class 33 contains 54909 members 
Mstep: Class 34 contains 13332 members 
Mstep: Class 35 contains 463 members 
Mstep: Class 36 contains 133074 members 
Mstep: Class 37 contains 244295 members 
Mstep: Class 38 contains 21834 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 865 members 
Mstep: Class 41 contains 439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235489248.000000 Penalty: 147473.906250
Iteration 162Q: 42 clusters Score -2.354892e+08 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 8640 members 
Mstep: Class 3 contains 16144 members 
Mstep: Class 4 contains 183844 members 
Mstep: Class 5 contains 319206 members 
Mstep: Class 6 contains 8843 members 
Mstep: Class 7 contains 228432 members 
Mstep: Class 8 contains 16275 members 
Mstep: Class 9 contains 10785 members 
Mstep: Class 10 contains 14412 members 
Mstep: Class 11 contains 7888 members 
Mstep: Class 12 contains 17042 members 
Mstep: Class 13 contains 452 members 
Mstep: Class 14 contains 3079 members 
Mstep: Class 15 contains 100930 members 
Mstep: Class 16 contains 193154 members 
Mstep: Class 17 contains 16718 members 
Mstep: Class 18 contains 84086 members 
Mstep: Class 19 contains 25122 members 
Mstep: Class 20 contains 55222 members 
Mstep: Class 21 contains 44379 members 
Mstep: Class 22 contains 55080 members 
Mstep: Class 23 contains 9333 members 
Mstep: Class 24 contains 31784 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12689 members 
Mstep: Class 27 contains 11097 members 
Mstep: Class 28 contains 5643 members 
Mstep: Class 29 contains 12424 members 
Mstep: Class 30 contains 2786 members 
Mstep: Class 31 contains 6703 members 
Mstep: Class 32 contains 10904 members 
Mstep: Class 33 contains 54899 members 
Mstep: Class 34 contains 13397 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 133008 members 
Mstep: Class 37 contains 244018 members 
Mstep: Class 38 contains 21831 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 865 members 
Mstep: Class 41 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235489904.000000 Penalty: 147473.906250
Iteration 163Q: 42 clusters Score -2.354899e+08 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 8640 members 
Mstep: Class 3 contains 16136 members 
Mstep: Class 4 contains 183805 members 
Mstep: Class 5 contains 319258 members 
Mstep: Class 6 contains 8842 members 
Mstep: Class 7 contains 228062 members 
Mstep: Class 8 contains 16287 members 
Mstep: Class 9 contains 10810 members 
Mstep: Class 10 contains 14409 members 
Mstep: Class 11 contains 7889 members 
Mstep: Class 12 contains 17078 members 
Mstep: Class 13 contains 450 members 
Mstep: Class 14 contains 3079 members 
Mstep: Class 15 contains 100971 members 
Mstep: Class 16 contains 193115 members 
Mstep: Class 17 contains 16713 members 
Mstep: Class 18 contains 84090 members 
Mstep: Class 19 contains 25142 members 
Mstep: Class 20 contains 55903 members 
Mstep: Class 21 contains 44372 members 
Mstep: Class 22 contains 54981 members 
Mstep: Class 23 contains 9360 members 
Mstep: Class 24 contains 31746 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12691 members 
Mstep: Class 27 contains 11098 members 
Mstep: Class 28 contains 5649 members 
Mstep: Class 29 contains 12427 members 
Mstep: Class 30 contains 2794 members 
Mstep: Class 31 contains 6707 members 
Mstep: Class 32 contains 10906 members 
Mstep: Class 33 contains 54876 members 
Mstep: Class 34 contains 13450 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 132942 members 
Mstep: Class 37 contains 243741 members 
Mstep: Class 38 contains 21830 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 864 members 
Mstep: Class 41 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235489984.000000 Penalty: 147473.906250
Iteration 164Q: 42 clusters Score -2.3549e+08 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 8638 members 
Mstep: Class 3 contains 16136 members 
Mstep: Class 4 contains 183746 members 
Mstep: Class 5 contains 319300 members 
Mstep: Class 6 contains 8839 members 
Mstep: Class 7 contains 227746 members 
Mstep: Class 8 contains 16294 members 
Mstep: Class 9 contains 10823 members 
Mstep: Class 10 contains 14408 members 
Mstep: Class 11 contains 7892 members 
Mstep: Class 12 contains 17113 members 
Mstep: Class 13 contains 450 members 
Mstep: Class 14 contains 3080 members 
Mstep: Class 15 contains 101022 members 
Mstep: Class 16 contains 193096 members 
Mstep: Class 17 contains 16711 members 
Mstep: Class 18 contains 84074 members 
Mstep: Class 19 contains 25153 members 
Mstep: Class 20 contains 56575 members 
Mstep: Class 21 contains 44370 members 
Mstep: Class 22 contains 54930 members 
Mstep: Class 23 contains 9385 members 
Mstep: Class 24 contains 31707 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12687 members 
Mstep: Class 27 contains 11095 members 
Mstep: Class 28 contains 5652 members 
Mstep: Class 29 contains 12429 members 
Mstep: Class 30 contains 2801 members 
Mstep: Class 31 contains 6713 members 
Mstep: Class 32 contains 10897 members 
Mstep: Class 33 contains 54862 members 
Mstep: Class 34 contains 13522 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 132875 members 
Mstep: Class 37 contains 243405 members 
Mstep: Class 38 contains 21826 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 864 members 
Mstep: Class 41 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235490816.000000 Penalty: 147473.906250
Iteration 165Q: 42 clusters Score -2.354908e+08 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 8635 members 
Mstep: Class 3 contains 16134 members 
Mstep: Class 4 contains 183706 members 
Mstep: Class 5 contains 319359 members 
Mstep: Class 6 contains 8839 members 
Mstep: Class 7 contains 227425 members 
Mstep: Class 8 contains 16304 members 
Mstep: Class 9 contains 10839 members 
Mstep: Class 10 contains 14410 members 
Mstep: Class 11 contains 7891 members 
Mstep: Class 12 contains 17131 members 
Mstep: Class 13 contains 450 members 
Mstep: Class 14 contains 3078 members 
Mstep: Class 15 contains 101074 members 
Mstep: Class 16 contains 193063 members 
Mstep: Class 17 contains 16710 members 
Mstep: Class 18 contains 84063 members 
Mstep: Class 19 contains 25152 members 
Mstep: Class 20 contains 57231 members 
Mstep: Class 21 contains 44373 members 
Mstep: Class 22 contains 54883 members 
Mstep: Class 23 contains 9405 members 
Mstep: Class 24 contains 31668 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12686 members 
Mstep: Class 27 contains 11096 members 
Mstep: Class 28 contains 5650 members 
Mstep: Class 29 contains 12426 members 
Mstep: Class 30 contains 2805 members 
Mstep: Class 31 contains 6718 members 
Mstep: Class 32 contains 10894 members 
Mstep: Class 33 contains 54865 members 
Mstep: Class 34 contains 13602 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 132805 members 
Mstep: Class 37 contains 243062 members 
Mstep: Class 38 contains 21821 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 864 members 
Mstep: Class 41 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491552.000000 Penalty: 147473.906250
Iteration 166Q: 42 clusters Score -2.354916e+08 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 8633 members 
Mstep: Class 3 contains 16134 members 
Mstep: Class 4 contains 183680 members 
Mstep: Class 5 contains 319423 members 
Mstep: Class 6 contains 8837 members 
Mstep: Class 7 contains 227116 members 
Mstep: Class 8 contains 16313 members 
Mstep: Class 9 contains 10852 members 
Mstep: Class 10 contains 14409 members 
Mstep: Class 11 contains 7892 members 
Mstep: Class 12 contains 17153 members 
Mstep: Class 13 contains 450 members 
Mstep: Class 14 contains 3078 members 
Mstep: Class 15 contains 101123 members 
Mstep: Class 16 contains 193046 members 
Mstep: Class 17 contains 16708 members 
Mstep: Class 18 contains 84047 members 
Mstep: Class 19 contains 25154 members 
Mstep: Class 20 contains 57871 members 
Mstep: Class 21 contains 44375 members 
Mstep: Class 22 contains 54824 members 
Mstep: Class 23 contains 9424 members 
Mstep: Class 24 contains 31627 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12690 members 
Mstep: Class 27 contains 11097 members 
Mstep: Class 28 contains 5650 members 
Mstep: Class 29 contains 12422 members 
Mstep: Class 30 contains 2808 members 
Mstep: Class 31 contains 6725 members 
Mstep: Class 32 contains 10891 members 
Mstep: Class 33 contains 54849 members 
Mstep: Class 34 contains 13698 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 132736 members 
Mstep: Class 37 contains 242699 members 
Mstep: Class 38 contains 21818 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 864 members 
Mstep: Class 41 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235492304.000000 Penalty: 147473.906250
Iteration 167Q: 42 clusters Score -2.354923e+08 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 8634 members 
Mstep: Class 3 contains 16138 members 
Mstep: Class 4 contains 183660 members 
Mstep: Class 5 contains 319480 members 
Mstep: Class 6 contains 8831 members 
Mstep: Class 7 contains 226840 members 
Mstep: Class 8 contains 16326 members 
Mstep: Class 9 contains 10874 members 
Mstep: Class 10 contains 14398 members 
Mstep: Class 11 contains 7890 members 
Mstep: Class 12 contains 17185 members 
Mstep: Class 13 contains 450 members 
Mstep: Class 14 contains 3080 members 
Mstep: Class 15 contains 101167 members 
Mstep: Class 16 contains 193047 members 
Mstep: Class 17 contains 16704 members 
Mstep: Class 18 contains 84023 members 
Mstep: Class 19 contains 25158 members 
Mstep: Class 20 contains 58530 members 
Mstep: Class 21 contains 44380 members 
Mstep: Class 22 contains 54771 members 
Mstep: Class 23 contains 9446 members 
Mstep: Class 24 contains 31590 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12688 members 
Mstep: Class 27 contains 11097 members 
Mstep: Class 28 contains 5650 members 
Mstep: Class 29 contains 12422 members 
Mstep: Class 30 contains 2810 members 
Mstep: Class 31 contains 6730 members 
Mstep: Class 32 contains 10886 members 
Mstep: Class 33 contains 54836 members 
Mstep: Class 34 contains 13787 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 132673 members 
Mstep: Class 37 contains 242255 members 
Mstep: Class 38 contains 21816 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 864 members 
Mstep: Class 41 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235492320.000000 Penalty: 147473.906250
Iteration 168Q: 42 clusters Score -2.354923e+08 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 8632 members 
Mstep: Class 3 contains 16138 members 
Mstep: Class 4 contains 183649 members 
Mstep: Class 5 contains 319535 members 
Mstep: Class 6 contains 8829 members 
Mstep: Class 7 contains 226562 members 
Mstep: Class 8 contains 16346 members 
Mstep: Class 9 contains 10890 members 
Mstep: Class 10 contains 14395 members 
Mstep: Class 11 contains 7881 members 
Mstep: Class 12 contains 17222 members 
Mstep: Class 13 contains 450 members 
Mstep: Class 14 contains 3084 members 
Mstep: Class 15 contains 101198 members 
Mstep: Class 16 contains 193027 members 
Mstep: Class 17 contains 16698 members 
Mstep: Class 18 contains 84012 members 
Mstep: Class 19 contains 25155 members 
Mstep: Class 20 contains 59199 members 
Mstep: Class 21 contains 44382 members 
Mstep: Class 22 contains 54707 members 
Mstep: Class 23 contains 9462 members 
Mstep: Class 24 contains 31546 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12691 members 
Mstep: Class 27 contains 11099 members 
Mstep: Class 28 contains 5651 members 
Mstep: Class 29 contains 12425 members 
Mstep: Class 30 contains 2814 members 
Mstep: Class 31 contains 6733 members 
Mstep: Class 32 contains 10882 members 
Mstep: Class 33 contains 54826 members 
Mstep: Class 34 contains 13868 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 132611 members 
Mstep: Class 37 contains 241837 members 
Mstep: Class 38 contains 21815 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 864 members 
Mstep: Class 41 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235492672.000000 Penalty: 147473.906250
Iteration 169Q: 42 clusters Score -2.354927e+08 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 8630 members 
Mstep: Class 3 contains 16135 members 
Mstep: Class 4 contains 183629 members 
Mstep: Class 5 contains 319590 members 
Mstep: Class 6 contains 8826 members 
Mstep: Class 7 contains 226293 members 
Mstep: Class 8 contains 16359 members 
Mstep: Class 9 contains 10909 members 
Mstep: Class 10 contains 14393 members 
Mstep: Class 11 contains 7880 members 
Mstep: Class 12 contains 17254 members 
Mstep: Class 13 contains 450 members 
Mstep: Class 14 contains 3085 members 
Mstep: Class 15 contains 101243 members 
Mstep: Class 16 contains 192994 members 
Mstep: Class 17 contains 16692 members 
Mstep: Class 18 contains 84007 members 
Mstep: Class 19 contains 25159 members 
Mstep: Class 20 contains 59870 members 
Mstep: Class 21 contains 44382 members 
Mstep: Class 22 contains 54624 members 
Mstep: Class 23 contains 9479 members 
Mstep: Class 24 contains 31508 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12698 members 
Mstep: Class 27 contains 11103 members 
Mstep: Class 28 contains 5654 members 
Mstep: Class 29 contains 12426 members 
Mstep: Class 30 contains 2820 members 
Mstep: Class 31 contains 6733 members 
Mstep: Class 32 contains 10881 members 
Mstep: Class 33 contains 54814 members 
Mstep: Class 34 contains 13953 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 132533 members 
Mstep: Class 37 contains 241436 members 
Mstep: Class 38 contains 21812 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 864 members 
Mstep: Class 41 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493200.000000 Penalty: 147473.906250
Iteration 170Q: 42 clusters Score -2.354932e+08 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 8631 members 
Mstep: Class 3 contains 16134 members 
Mstep: Class 4 contains 183593 members 
Mstep: Class 5 contains 319634 members 
Mstep: Class 6 contains 8826 members 
Mstep: Class 7 contains 226029 members 
Mstep: Class 8 contains 16366 members 
Mstep: Class 9 contains 10923 members 
Mstep: Class 10 contains 14388 members 
Mstep: Class 11 contains 7879 members 
Mstep: Class 12 contains 17283 members 
Mstep: Class 13 contains 450 members 
Mstep: Class 14 contains 3086 members 
Mstep: Class 15 contains 101307 members 
Mstep: Class 16 contains 192962 members 
Mstep: Class 17 contains 16687 members 
Mstep: Class 18 contains 83990 members 
Mstep: Class 19 contains 25172 members 
Mstep: Class 20 contains 60560 members 
Mstep: Class 21 contains 44381 members 
Mstep: Class 22 contains 54558 members 
Mstep: Class 23 contains 9496 members 
Mstep: Class 24 contains 31478 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12702 members 
Mstep: Class 27 contains 11104 members 
Mstep: Class 28 contains 5654 members 
Mstep: Class 29 contains 12426 members 
Mstep: Class 30 contains 2830 members 
Mstep: Class 31 contains 6740 members 
Mstep: Class 32 contains 10879 members 
Mstep: Class 33 contains 54808 members 
Mstep: Class 34 contains 14049 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 132446 members 
Mstep: Class 37 contains 240993 members 
Mstep: Class 38 contains 21810 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 864 members 
Mstep: Class 41 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493040.000000 Penalty: 147473.906250
Iteration 171Q: 42 clusters Score -2.35493e+08 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 8632 members 
Mstep: Class 3 contains 16135 members 
Mstep: Class 4 contains 183565 members 
Mstep: Class 5 contains 319666 members 
Mstep: Class 6 contains 8825 members 
Mstep: Class 7 contains 225744 members 
Mstep: Class 8 contains 16379 members 
Mstep: Class 9 contains 10941 members 
Mstep: Class 10 contains 14380 members 
Mstep: Class 11 contains 7884 members 
Mstep: Class 12 contains 17307 members 
Mstep: Class 13 contains 450 members 
Mstep: Class 14 contains 3087 members 
Mstep: Class 15 contains 101364 members 
Mstep: Class 16 contains 192928 members 
Mstep: Class 17 contains 16687 members 
Mstep: Class 18 contains 83980 members 
Mstep: Class 19 contains 25179 members 
Mstep: Class 20 contains 61278 members 
Mstep: Class 21 contains 44376 members 
Mstep: Class 22 contains 54511 members 
Mstep: Class 23 contains 9509 members 
Mstep: Class 24 contains 31439 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12703 members 
Mstep: Class 27 contains 11105 members 
Mstep: Class 28 contains 5655 members 
Mstep: Class 29 contains 12425 members 
Mstep: Class 30 contains 2835 members 
Mstep: Class 31 contains 6723 members 
Mstep: Class 32 contains 10875 members 
Mstep: Class 33 contains 54809 members 
Mstep: Class 34 contains 14154 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 132357 members 
Mstep: Class 37 contains 240555 members 
Mstep: Class 38 contains 21812 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 864 members 
Mstep: Class 41 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493152.000000 Penalty: 147473.906250
Iteration 172Q: 42 clusters Score -2.354932e+08 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 8632 members 
Mstep: Class 3 contains 16136 members 
Mstep: Class 4 contains 183526 members 
Mstep: Class 5 contains 319696 members 
Mstep: Class 6 contains 8823 members 
Mstep: Class 7 contains 225423 members 
Mstep: Class 8 contains 16387 members 
Mstep: Class 9 contains 10957 members 
Mstep: Class 10 contains 14376 members 
Mstep: Class 11 contains 7893 members 
Mstep: Class 12 contains 17333 members 
Mstep: Class 13 contains 450 members 
Mstep: Class 14 contains 3089 members 
Mstep: Class 15 contains 101419 members 
Mstep: Class 16 contains 192882 members 
Mstep: Class 17 contains 16684 members 
Mstep: Class 18 contains 83970 members 
Mstep: Class 19 contains 25184 members 
Mstep: Class 20 contains 61973 members 
Mstep: Class 21 contains 44373 members 
Mstep: Class 22 contains 54466 members 
Mstep: Class 23 contains 9520 members 
Mstep: Class 24 contains 31405 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12703 members 
Mstep: Class 27 contains 11103 members 
Mstep: Class 28 contains 5655 members 
Mstep: Class 29 contains 12426 members 
Mstep: Class 30 contains 2841 members 
Mstep: Class 31 contains 6711 members 
Mstep: Class 32 contains 10875 members 
Mstep: Class 33 contains 54799 members 
Mstep: Class 34 contains 14281 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 132286 members 
Mstep: Class 37 contains 240166 members 
Mstep: Class 38 contains 21813 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 864 members 
Mstep: Class 41 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493200.000000 Penalty: 147473.906250
Iteration 173Q: 42 clusters Score -2.354932e+08 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 8630 members 
Mstep: Class 3 contains 16137 members 
Mstep: Class 4 contains 183503 members 
Mstep: Class 5 contains 319729 members 
Mstep: Class 6 contains 8822 members 
Mstep: Class 7 contains 225065 members 
Mstep: Class 8 contains 16392 members 
Mstep: Class 9 contains 10965 members 
Mstep: Class 10 contains 14373 members 
Mstep: Class 11 contains 7891 members 
Mstep: Class 12 contains 17367 members 
Mstep: Class 13 contains 450 members 
Mstep: Class 14 contains 3089 members 
Mstep: Class 15 contains 101467 members 
Mstep: Class 16 contains 192831 members 
Mstep: Class 17 contains 16678 members 
Mstep: Class 18 contains 83968 members 
Mstep: Class 19 contains 25189 members 
Mstep: Class 20 contains 62651 members 
Mstep: Class 21 contains 44367 members 
Mstep: Class 22 contains 54413 members 
Mstep: Class 23 contains 9541 members 
Mstep: Class 24 contains 31368 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12707 members 
Mstep: Class 27 contains 11106 members 
Mstep: Class 28 contains 5657 members 
Mstep: Class 29 contains 12425 members 
Mstep: Class 30 contains 2842 members 
Mstep: Class 31 contains 6715 members 
Mstep: Class 32 contains 10873 members 
Mstep: Class 33 contains 54797 members 
Mstep: Class 34 contains 14398 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 132223 members 
Mstep: Class 37 contains 239820 members 
Mstep: Class 38 contains 21806 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 864 members 
Mstep: Class 41 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493808.000000 Penalty: 147473.906250
Iteration 174Q: 42 clusters Score -2.354938e+08 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 8628 members 
Mstep: Class 3 contains 16140 members 
Mstep: Class 4 contains 183442 members 
Mstep: Class 5 contains 319755 members 
Mstep: Class 6 contains 8818 members 
Mstep: Class 7 contains 224718 members 
Mstep: Class 8 contains 16391 members 
Mstep: Class 9 contains 10975 members 
Mstep: Class 10 contains 14372 members 
Mstep: Class 11 contains 7886 members 
Mstep: Class 12 contains 17404 members 
Mstep: Class 13 contains 450 members 
Mstep: Class 14 contains 3095 members 
Mstep: Class 15 contains 101515 members 
Mstep: Class 16 contains 192797 members 
Mstep: Class 17 contains 16673 members 
Mstep: Class 18 contains 83952 members 
Mstep: Class 19 contains 25193 members 
Mstep: Class 20 contains 63277 members 
Mstep: Class 21 contains 44371 members 
Mstep: Class 22 contains 54353 members 
Mstep: Class 23 contains 9559 members 
Mstep: Class 24 contains 31332 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12707 members 
Mstep: Class 27 contains 11108 members 
Mstep: Class 28 contains 5659 members 
Mstep: Class 29 contains 12420 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 6721 members 
Mstep: Class 32 contains 10871 members 
Mstep: Class 33 contains 54794 members 
Mstep: Class 34 contains 14544 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 132154 members 
Mstep: Class 37 contains 239531 members 
Mstep: Class 38 contains 21806 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 864 members 
Mstep: Class 41 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235494096.000000 Penalty: 147473.906250
Iteration 175Q: 42 clusters Score -2.354941e+08 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 8626 members 
Mstep: Class 3 contains 16127 members 
Mstep: Class 4 contains 183399 members 
Mstep: Class 5 contains 319768 members 
Mstep: Class 6 contains 8811 members 
Mstep: Class 7 contains 224342 members 
Mstep: Class 8 contains 16397 members 
Mstep: Class 9 contains 10993 members 
Mstep: Class 10 contains 14364 members 
Mstep: Class 11 contains 7893 members 
Mstep: Class 12 contains 17430 members 
Mstep: Class 13 contains 450 members 
Mstep: Class 14 contains 3100 members 
Mstep: Class 15 contains 101551 members 
Mstep: Class 16 contains 192766 members 
Mstep: Class 17 contains 16671 members 
Mstep: Class 18 contains 83935 members 
Mstep: Class 19 contains 25194 members 
Mstep: Class 20 contains 63882 members 
Mstep: Class 21 contains 44371 members 
Mstep: Class 22 contains 54322 members 
Mstep: Class 23 contains 9571 members 
Mstep: Class 24 contains 31298 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12703 members 
Mstep: Class 27 contains 11107 members 
Mstep: Class 28 contains 5660 members 
Mstep: Class 29 contains 12416 members 
Mstep: Class 30 contains 2852 members 
Mstep: Class 31 contains 6721 members 
Mstep: Class 32 contains 10869 members 
Mstep: Class 33 contains 54789 members 
Mstep: Class 34 contains 14656 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 132095 members 
Mstep: Class 37 contains 239328 members 
Mstep: Class 38 contains 21803 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 864 members 
Mstep: Class 41 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235494704.000000 Penalty: 147473.906250
Iteration 176Q: 42 clusters Score -2.354947e+08 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 8627 members 
Mstep: Class 3 contains 16119 members 
Mstep: Class 4 contains 183368 members 
Mstep: Class 5 contains 319775 members 
Mstep: Class 6 contains 8804 members 
Mstep: Class 7 contains 223914 members 
Mstep: Class 8 contains 16402 members 
Mstep: Class 9 contains 11009 members 
Mstep: Class 10 contains 14366 members 
Mstep: Class 11 contains 7886 members 
Mstep: Class 12 contains 17445 members 
Mstep: Class 13 contains 450 members 
Mstep: Class 14 contains 3103 members 
Mstep: Class 15 contains 101600 members 
Mstep: Class 16 contains 192725 members 
Mstep: Class 17 contains 16667 members 
Mstep: Class 18 contains 83922 members 
Mstep: Class 19 contains 25201 members 
Mstep: Class 20 contains 64471 members 
Mstep: Class 21 contains 44361 members 
Mstep: Class 22 contains 54287 members 
Mstep: Class 23 contains 9595 members 
Mstep: Class 24 contains 31266 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12703 members 
Mstep: Class 27 contains 11107 members 
Mstep: Class 28 contains 5659 members 
Mstep: Class 29 contains 12414 members 
Mstep: Class 30 contains 2859 members 
Mstep: Class 31 contains 6724 members 
Mstep: Class 32 contains 10870 members 
Mstep: Class 33 contains 54782 members 
Mstep: Class 34 contains 14774 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 132039 members 
Mstep: Class 37 contains 239172 members 
Mstep: Class 38 contains 21794 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 864 members 
Mstep: Class 41 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235494960.000000 Penalty: 147473.906250
Iteration 177Q: 42 clusters Score -2.35495e+08 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 8630 members 
Mstep: Class 3 contains 16109 members 
Mstep: Class 4 contains 183339 members 
Mstep: Class 5 contains 319812 members 
Mstep: Class 6 contains 8797 members 
Mstep: Class 7 contains 223460 members 
Mstep: Class 8 contains 16405 members 
Mstep: Class 9 contains 11028 members 
Mstep: Class 10 contains 14365 members 
Mstep: Class 11 contains 7887 members 
Mstep: Class 12 contains 17470 members 
Mstep: Class 13 contains 450 members 
Mstep: Class 14 contains 3104 members 
Mstep: Class 15 contains 101636 members 
Mstep: Class 16 contains 192690 members 
Mstep: Class 17 contains 16657 members 
Mstep: Class 18 contains 83909 members 
Mstep: Class 19 contains 25199 members 
Mstep: Class 20 contains 65059 members 
Mstep: Class 21 contains 44362 members 
Mstep: Class 22 contains 54254 members 
Mstep: Class 23 contains 9617 members 
Mstep: Class 24 contains 31220 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12700 members 
Mstep: Class 27 contains 11107 members 
Mstep: Class 28 contains 5657 members 
Mstep: Class 29 contains 12414 members 
Mstep: Class 30 contains 2867 members 
Mstep: Class 31 contains 6721 members 
Mstep: Class 32 contains 10872 members 
Mstep: Class 33 contains 54774 members 
Mstep: Class 34 contains 14888 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131987 members 
Mstep: Class 37 contains 239028 members 
Mstep: Class 38 contains 21785 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 865 members 
Mstep: Class 41 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235495840.000000 Penalty: 147473.906250
Iteration 178Q: 42 clusters Score -2.354958e+08 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 8633 members 
Mstep: Class 3 contains 16098 members 
Mstep: Class 4 contains 183311 members 
Mstep: Class 5 contains 319816 members 
Mstep: Class 6 contains 8794 members 
Mstep: Class 7 contains 223038 members 
Mstep: Class 8 contains 16396 members 
Mstep: Class 9 contains 11045 members 
Mstep: Class 10 contains 14372 members 
Mstep: Class 11 contains 7893 members 
Mstep: Class 12 contains 17509 members 
Mstep: Class 13 contains 450 members 
Mstep: Class 14 contains 3105 members 
Mstep: Class 15 contains 101670 members 
Mstep: Class 16 contains 192631 members 
Mstep: Class 17 contains 16650 members 
Mstep: Class 18 contains 83904 members 
Mstep: Class 19 contains 25209 members 
Mstep: Class 20 contains 65643 members 
Mstep: Class 21 contains 44364 members 
Mstep: Class 22 contains 54215 members 
Mstep: Class 23 contains 9638 members 
Mstep: Class 24 contains 31162 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12695 members 
Mstep: Class 27 contains 11107 members 
Mstep: Class 28 contains 5655 members 
Mstep: Class 29 contains 12412 members 
Mstep: Class 30 contains 2873 members 
Mstep: Class 31 contains 6711 members 
Mstep: Class 32 contains 10870 members 
Mstep: Class 33 contains 54775 members 
Mstep: Class 34 contains 15005 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131938 members 
Mstep: Class 37 contains 238888 members 
Mstep: Class 38 contains 21783 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 867 members 
Mstep: Class 41 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235495424.000000 Penalty: 147473.906250
Iteration 179Q: 42 clusters Score -2.354954e+08 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 8636 members 
Mstep: Class 3 contains 16091 members 
Mstep: Class 4 contains 183305 members 
Mstep: Class 5 contains 319846 members 
Mstep: Class 6 contains 8788 members 
Mstep: Class 7 contains 222520 members 
Mstep: Class 8 contains 16400 members 
Mstep: Class 9 contains 11062 members 
Mstep: Class 10 contains 14371 members 
Mstep: Class 11 contains 7899 members 
Mstep: Class 12 contains 17533 members 
Mstep: Class 13 contains 450 members 
Mstep: Class 14 contains 3107 members 
Mstep: Class 15 contains 101706 members 
Mstep: Class 16 contains 192576 members 
Mstep: Class 17 contains 16643 members 
Mstep: Class 18 contains 83902 members 
Mstep: Class 19 contains 25212 members 
Mstep: Class 20 contains 66238 members 
Mstep: Class 21 contains 44369 members 
Mstep: Class 22 contains 54156 members 
Mstep: Class 23 contains 9652 members 
Mstep: Class 24 contains 31111 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12696 members 
Mstep: Class 27 contains 11105 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 12415 members 
Mstep: Class 30 contains 2876 members 
Mstep: Class 31 contains 6707 members 
Mstep: Class 32 contains 10874 members 
Mstep: Class 33 contains 54766 members 
Mstep: Class 34 contains 15121 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131885 members 
Mstep: Class 37 contains 238805 members 
Mstep: Class 38 contains 21779 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 867 members 
Mstep: Class 41 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235495744.000000 Penalty: 147473.906250
Iteration 180F: 42 clusters Score -2.354957e+08 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 8636 members 
Mstep: Class 3 contains 16080 members 
Mstep: Class 4 contains 183281 members 
Mstep: Class 5 contains 319859 members 
Mstep: Class 6 contains 8781 members 
Mstep: Class 7 contains 222009 members 
Mstep: Class 8 contains 16410 members 
Mstep: Class 9 contains 11081 members 
Mstep: Class 10 contains 14371 members 
Mstep: Class 11 contains 7902 members 
Mstep: Class 12 contains 17556 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3106 members 
Mstep: Class 15 contains 101728 members 
Mstep: Class 16 contains 192527 members 
Mstep: Class 17 contains 16631 members 
Mstep: Class 18 contains 83905 members 
Mstep: Class 19 contains 25216 members 
Mstep: Class 20 contains 66844 members 
Mstep: Class 21 contains 44374 members 
Mstep: Class 22 contains 54117 members 
Mstep: Class 23 contains 9667 members 
Mstep: Class 24 contains 31071 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12695 members 
Mstep: Class 27 contains 11105 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 12416 members 
Mstep: Class 30 contains 2878 members 
Mstep: Class 31 contains 6711 members 
Mstep: Class 32 contains 10869 members 
Mstep: Class 33 contains 54761 members 
Mstep: Class 34 contains 15227 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131850 members 
Mstep: Class 37 contains 238709 members 
Mstep: Class 38 contains 21776 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 868 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235495648.000000 Penalty: 147473.906250
Iteration 181Q: 42 clusters Score -2.354956e+08 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 8639 members 
Mstep: Class 3 contains 16073 members 
Mstep: Class 4 contains 183244 members 
Mstep: Class 5 contains 319896 members 
Mstep: Class 6 contains 8781 members 
Mstep: Class 7 contains 221528 members 
Mstep: Class 8 contains 16405 members 
Mstep: Class 9 contains 11102 members 
Mstep: Class 10 contains 14374 members 
Mstep: Class 11 contains 7909 members 
Mstep: Class 12 contains 17573 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3107 members 
Mstep: Class 15 contains 101752 members 
Mstep: Class 16 contains 192475 members 
Mstep: Class 17 contains 16617 members 
Mstep: Class 18 contains 83901 members 
Mstep: Class 19 contains 25226 members 
Mstep: Class 20 contains 67435 members 
Mstep: Class 21 contains 44375 members 
Mstep: Class 22 contains 54101 members 
Mstep: Class 23 contains 9685 members 
Mstep: Class 24 contains 31028 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12697 members 
Mstep: Class 27 contains 11107 members 
Mstep: Class 28 contains 5654 members 
Mstep: Class 29 contains 12417 members 
Mstep: Class 30 contains 2881 members 
Mstep: Class 31 contains 6712 members 
Mstep: Class 32 contains 10879 members 
Mstep: Class 33 contains 54753 members 
Mstep: Class 34 contains 15334 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131815 members 
Mstep: Class 37 contains 238561 members 
Mstep: Class 38 contains 21768 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 866 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235495376.000000 Penalty: 147473.906250
Iteration 182Q: 42 clusters Score -2.354954e+08 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 8646 members 
Mstep: Class 3 contains 16068 members 
Mstep: Class 4 contains 183215 members 
Mstep: Class 5 contains 319943 members 
Mstep: Class 6 contains 8785 members 
Mstep: Class 7 contains 220997 members 
Mstep: Class 8 contains 16407 members 
Mstep: Class 9 contains 11117 members 
Mstep: Class 10 contains 14384 members 
Mstep: Class 11 contains 7916 members 
Mstep: Class 12 contains 17596 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3108 members 
Mstep: Class 15 contains 101755 members 
Mstep: Class 16 contains 192421 members 
Mstep: Class 17 contains 16608 members 
Mstep: Class 18 contains 83895 members 
Mstep: Class 19 contains 25233 members 
Mstep: Class 20 contains 68016 members 
Mstep: Class 21 contains 44377 members 
Mstep: Class 22 contains 54045 members 
Mstep: Class 23 contains 9701 members 
Mstep: Class 24 contains 30976 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12697 members 
Mstep: Class 27 contains 11108 members 
Mstep: Class 28 contains 5654 members 
Mstep: Class 29 contains 12422 members 
Mstep: Class 30 contains 2883 members 
Mstep: Class 31 contains 6709 members 
Mstep: Class 32 contains 10889 members 
Mstep: Class 33 contains 54746 members 
Mstep: Class 34 contains 15445 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131787 members 
Mstep: Class 37 contains 238491 members 
Mstep: Class 38 contains 21764 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 866 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235496192.000000 Penalty: 147473.906250
Iteration 183Q: 42 clusters Score -2.354962e+08 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 8652 members 
Mstep: Class 3 contains 16062 members 
Mstep: Class 4 contains 183202 members 
Mstep: Class 5 contains 319973 members 
Mstep: Class 6 contains 8785 members 
Mstep: Class 7 contains 220453 members 
Mstep: Class 8 contains 16411 members 
Mstep: Class 9 contains 11134 members 
Mstep: Class 10 contains 14389 members 
Mstep: Class 11 contains 7930 members 
Mstep: Class 12 contains 17615 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3111 members 
Mstep: Class 15 contains 101754 members 
Mstep: Class 16 contains 192381 members 
Mstep: Class 17 contains 16600 members 
Mstep: Class 18 contains 83893 members 
Mstep: Class 19 contains 25235 members 
Mstep: Class 20 contains 68654 members 
Mstep: Class 21 contains 44381 members 
Mstep: Class 22 contains 53991 members 
Mstep: Class 23 contains 9719 members 
Mstep: Class 24 contains 30943 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12692 members 
Mstep: Class 27 contains 11108 members 
Mstep: Class 28 contains 5654 members 
Mstep: Class 29 contains 12423 members 
Mstep: Class 30 contains 2885 members 
Mstep: Class 31 contains 6705 members 
Mstep: Class 32 contains 10883 members 
Mstep: Class 33 contains 54738 members 
Mstep: Class 34 contains 15553 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131767 members 
Mstep: Class 37 contains 238367 members 
Mstep: Class 38 contains 21762 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 866 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235496240.000000 Penalty: 147473.906250
Iteration 184Q: 42 clusters Score -2.354962e+08 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 8654 members 
Mstep: Class 3 contains 16057 members 
Mstep: Class 4 contains 183184 members 
Mstep: Class 5 contains 320009 members 
Mstep: Class 6 contains 8785 members 
Mstep: Class 7 contains 219930 members 
Mstep: Class 8 contains 16413 members 
Mstep: Class 9 contains 11147 members 
Mstep: Class 10 contains 14394 members 
Mstep: Class 11 contains 7942 members 
Mstep: Class 12 contains 17634 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3113 members 
Mstep: Class 15 contains 101749 members 
Mstep: Class 16 contains 192331 members 
Mstep: Class 17 contains 16593 members 
Mstep: Class 18 contains 83880 members 
Mstep: Class 19 contains 25225 members 
Mstep: Class 20 contains 69319 members 
Mstep: Class 21 contains 44388 members 
Mstep: Class 22 contains 53953 members 
Mstep: Class 23 contains 9738 members 
Mstep: Class 24 contains 30897 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12692 members 
Mstep: Class 27 contains 11108 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 12423 members 
Mstep: Class 30 contains 2885 members 
Mstep: Class 31 contains 6711 members 
Mstep: Class 32 contains 10888 members 
Mstep: Class 33 contains 54730 members 
Mstep: Class 34 contains 15657 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131760 members 
Mstep: Class 37 contains 238199 members 
Mstep: Class 38 contains 21762 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 866 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235495760.000000 Penalty: 147473.906250
Iteration 185Q: 42 clusters Score -2.354958e+08 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 8652 members 
Mstep: Class 3 contains 16049 members 
Mstep: Class 4 contains 183183 members 
Mstep: Class 5 contains 320013 members 
Mstep: Class 6 contains 8786 members 
Mstep: Class 7 contains 219405 members 
Mstep: Class 8 contains 16408 members 
Mstep: Class 9 contains 11167 members 
Mstep: Class 10 contains 14388 members 
Mstep: Class 11 contains 7939 members 
Mstep: Class 12 contains 17667 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3112 members 
Mstep: Class 15 contains 101749 members 
Mstep: Class 16 contains 192271 members 
Mstep: Class 17 contains 16592 members 
Mstep: Class 18 contains 83866 members 
Mstep: Class 19 contains 25224 members 
Mstep: Class 20 contains 69992 members 
Mstep: Class 21 contains 44384 members 
Mstep: Class 22 contains 53927 members 
Mstep: Class 23 contains 9757 members 
Mstep: Class 24 contains 30854 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12690 members 
Mstep: Class 27 contains 11110 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 12423 members 
Mstep: Class 30 contains 2885 members 
Mstep: Class 31 contains 6714 members 
Mstep: Class 32 contains 10894 members 
Mstep: Class 33 contains 54731 members 
Mstep: Class 34 contains 15749 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131749 members 
Mstep: Class 37 contains 238057 members 
Mstep: Class 38 contains 21761 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 866 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235496016.000000 Penalty: 147473.906250
Iteration 186Q: 42 clusters Score -2.35496e+08 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 8651 members 
Mstep: Class 3 contains 16048 members 
Mstep: Class 4 contains 183164 members 
Mstep: Class 5 contains 320023 members 
Mstep: Class 6 contains 8784 members 
Mstep: Class 7 contains 218865 members 
Mstep: Class 8 contains 16404 members 
Mstep: Class 9 contains 11184 members 
Mstep: Class 10 contains 14395 members 
Mstep: Class 11 contains 7943 members 
Mstep: Class 12 contains 17701 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3113 members 
Mstep: Class 15 contains 101747 members 
Mstep: Class 16 contains 192192 members 
Mstep: Class 17 contains 16591 members 
Mstep: Class 18 contains 83855 members 
Mstep: Class 19 contains 25222 members 
Mstep: Class 20 contains 70657 members 
Mstep: Class 21 contains 44401 members 
Mstep: Class 22 contains 53893 members 
Mstep: Class 23 contains 9771 members 
Mstep: Class 24 contains 30819 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12687 members 
Mstep: Class 27 contains 11110 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 12422 members 
Mstep: Class 30 contains 2891 members 
Mstep: Class 31 contains 6721 members 
Mstep: Class 32 contains 10894 members 
Mstep: Class 33 contains 54737 members 
Mstep: Class 34 contains 15857 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131736 members 
Mstep: Class 37 contains 237914 members 
Mstep: Class 38 contains 21760 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 867 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235494992.000000 Penalty: 147473.906250
Iteration 187Q: 42 clusters Score -2.35495e+08 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 8646 members 
Mstep: Class 3 contains 16043 members 
Mstep: Class 4 contains 183130 members 
Mstep: Class 5 contains 320018 members 
Mstep: Class 6 contains 8783 members 
Mstep: Class 7 contains 218358 members 
Mstep: Class 8 contains 16406 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 14405 members 
Mstep: Class 11 contains 7944 members 
Mstep: Class 12 contains 17729 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3114 members 
Mstep: Class 15 contains 101738 members 
Mstep: Class 16 contains 192121 members 
Mstep: Class 17 contains 16592 members 
Mstep: Class 18 contains 83847 members 
Mstep: Class 19 contains 25227 members 
Mstep: Class 20 contains 71311 members 
Mstep: Class 21 contains 44407 members 
Mstep: Class 22 contains 53885 members 
Mstep: Class 23 contains 9790 members 
Mstep: Class 24 contains 30784 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12684 members 
Mstep: Class 27 contains 11109 members 
Mstep: Class 28 contains 5655 members 
Mstep: Class 29 contains 12423 members 
Mstep: Class 30 contains 2896 members 
Mstep: Class 31 contains 6726 members 
Mstep: Class 32 contains 10893 members 
Mstep: Class 33 contains 54730 members 
Mstep: Class 34 contains 15959 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131726 members 
Mstep: Class 37 contains 237777 members 
Mstep: Class 38 contains 21754 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 866 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235496080.000000 Penalty: 147473.906250
Iteration 188Q: 42 clusters Score -2.354961e+08 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 8646 members 
Mstep: Class 3 contains 16039 members 
Mstep: Class 4 contains 183111 members 
Mstep: Class 5 contains 320006 members 
Mstep: Class 6 contains 8778 members 
Mstep: Class 7 contains 217812 members 
Mstep: Class 8 contains 16403 members 
Mstep: Class 9 contains 11220 members 
Mstep: Class 10 contains 14408 members 
Mstep: Class 11 contains 7944 members 
Mstep: Class 12 contains 17753 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3115 members 
Mstep: Class 15 contains 101730 members 
Mstep: Class 16 contains 192046 members 
Mstep: Class 17 contains 16595 members 
Mstep: Class 18 contains 83842 members 
Mstep: Class 19 contains 25229 members 
Mstep: Class 20 contains 71966 members 
Mstep: Class 21 contains 44403 members 
Mstep: Class 22 contains 53886 members 
Mstep: Class 23 contains 9808 members 
Mstep: Class 24 contains 30760 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12685 members 
Mstep: Class 27 contains 11107 members 
Mstep: Class 28 contains 5653 members 
Mstep: Class 29 contains 12418 members 
Mstep: Class 30 contains 2898 members 
Mstep: Class 31 contains 6739 members 
Mstep: Class 32 contains 10895 members 
Mstep: Class 33 contains 54731 members 
Mstep: Class 34 contains 16073 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131727 members 
Mstep: Class 37 contains 237637 members 
Mstep: Class 38 contains 21752 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 866 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235496048.000000 Penalty: 147473.906250
Iteration 189Q: 42 clusters Score -2.35496e+08 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 8647 members 
Mstep: Class 3 contains 16033 members 
Mstep: Class 4 contains 183112 members 
Mstep: Class 5 contains 320004 members 
Mstep: Class 6 contains 8776 members 
Mstep: Class 7 contains 217208 members 
Mstep: Class 8 contains 16400 members 
Mstep: Class 9 contains 11230 members 
Mstep: Class 10 contains 14406 members 
Mstep: Class 11 contains 7946 members 
Mstep: Class 12 contains 17783 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3116 members 
Mstep: Class 15 contains 101717 members 
Mstep: Class 16 contains 191979 members 
Mstep: Class 17 contains 16595 members 
Mstep: Class 18 contains 83837 members 
Mstep: Class 19 contains 25237 members 
Mstep: Class 20 contains 72639 members 
Mstep: Class 21 contains 44395 members 
Mstep: Class 22 contains 53866 members 
Mstep: Class 23 contains 9823 members 
Mstep: Class 24 contains 30741 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12678 members 
Mstep: Class 27 contains 11104 members 
Mstep: Class 28 contains 5651 members 
Mstep: Class 29 contains 12414 members 
Mstep: Class 30 contains 2906 members 
Mstep: Class 31 contains 6742 members 
Mstep: Class 32 contains 10894 members 
Mstep: Class 33 contains 54730 members 
Mstep: Class 34 contains 16189 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131719 members 
Mstep: Class 37 contains 237548 members 
Mstep: Class 38 contains 21751 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 866 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235496320.000000 Penalty: 147473.906250
Iteration 190Q: 42 clusters Score -2.354963e+08 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 8649 members 
Mstep: Class 3 contains 16027 members 
Mstep: Class 4 contains 183112 members 
Mstep: Class 5 contains 320000 members 
Mstep: Class 6 contains 8771 members 
Mstep: Class 7 contains 216636 members 
Mstep: Class 8 contains 16402 members 
Mstep: Class 9 contains 11239 members 
Mstep: Class 10 contains 14402 members 
Mstep: Class 11 contains 7943 members 
Mstep: Class 12 contains 17814 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3117 members 
Mstep: Class 15 contains 101701 members 
Mstep: Class 16 contains 191909 members 
Mstep: Class 17 contains 16598 members 
Mstep: Class 18 contains 83837 members 
Mstep: Class 19 contains 25244 members 
Mstep: Class 20 contains 73286 members 
Mstep: Class 21 contains 44395 members 
Mstep: Class 22 contains 53851 members 
Mstep: Class 23 contains 9841 members 
Mstep: Class 24 contains 30715 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12673 members 
Mstep: Class 27 contains 11103 members 
Mstep: Class 28 contains 5651 members 
Mstep: Class 29 contains 12408 members 
Mstep: Class 30 contains 2910 members 
Mstep: Class 31 contains 6745 members 
Mstep: Class 32 contains 10897 members 
Mstep: Class 33 contains 54724 members 
Mstep: Class 34 contains 16285 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131700 members 
Mstep: Class 37 contains 237487 members 
Mstep: Class 38 contains 21748 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 866 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235496000.000000 Penalty: 147473.906250
Iteration 191Q: 42 clusters Score -2.35496e+08 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 8646 members 
Mstep: Class 3 contains 16021 members 
Mstep: Class 4 contains 183127 members 
Mstep: Class 5 contains 319986 members 
Mstep: Class 6 contains 8766 members 
Mstep: Class 7 contains 216058 members 
Mstep: Class 8 contains 16400 members 
Mstep: Class 9 contains 11244 members 
Mstep: Class 10 contains 14407 members 
Mstep: Class 11 contains 7947 members 
Mstep: Class 12 contains 17871 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3118 members 
Mstep: Class 15 contains 101696 members 
Mstep: Class 16 contains 191841 members 
Mstep: Class 17 contains 16598 members 
Mstep: Class 18 contains 83835 members 
Mstep: Class 19 contains 25251 members 
Mstep: Class 20 contains 73921 members 
Mstep: Class 21 contains 44395 members 
Mstep: Class 22 contains 53824 members 
Mstep: Class 23 contains 9857 members 
Mstep: Class 24 contains 30689 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12670 members 
Mstep: Class 27 contains 11103 members 
Mstep: Class 28 contains 5654 members 
Mstep: Class 29 contains 12404 members 
Mstep: Class 30 contains 2912 members 
Mstep: Class 31 contains 6745 members 
Mstep: Class 32 contains 10898 members 
Mstep: Class 33 contains 54719 members 
Mstep: Class 34 contains 16363 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131688 members 
Mstep: Class 37 contains 237421 members 
Mstep: Class 38 contains 21747 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 866 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235495888.000000 Penalty: 147473.906250
Iteration 192Q: 42 clusters Score -2.354959e+08 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 8649 members 
Mstep: Class 3 contains 16016 members 
Mstep: Class 4 contains 183126 members 
Mstep: Class 5 contains 319976 members 
Mstep: Class 6 contains 8762 members 
Mstep: Class 7 contains 215482 members 
Mstep: Class 8 contains 16407 members 
Mstep: Class 9 contains 11252 members 
Mstep: Class 10 contains 14407 members 
Mstep: Class 11 contains 7952 members 
Mstep: Class 12 contains 17909 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3117 members 
Mstep: Class 15 contains 101694 members 
Mstep: Class 16 contains 191788 members 
Mstep: Class 17 contains 16593 members 
Mstep: Class 18 contains 83834 members 
Mstep: Class 19 contains 25256 members 
Mstep: Class 20 contains 74519 members 
Mstep: Class 21 contains 44406 members 
Mstep: Class 22 contains 53791 members 
Mstep: Class 23 contains 9871 members 
Mstep: Class 24 contains 30651 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12663 members 
Mstep: Class 27 contains 11100 members 
Mstep: Class 28 contains 5654 members 
Mstep: Class 29 contains 12402 members 
Mstep: Class 30 contains 2917 members 
Mstep: Class 31 contains 6743 members 
Mstep: Class 32 contains 10899 members 
Mstep: Class 33 contains 54724 members 
Mstep: Class 34 contains 16449 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131671 members 
Mstep: Class 37 contains 237398 members 
Mstep: Class 38 contains 21745 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 866 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235496112.000000 Penalty: 147473.906250
Iteration 193Q: 42 clusters Score -2.354961e+08 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 8651 members 
Mstep: Class 3 contains 16012 members 
Mstep: Class 4 contains 183149 members 
Mstep: Class 5 contains 319965 members 
Mstep: Class 6 contains 8754 members 
Mstep: Class 7 contains 214957 members 
Mstep: Class 8 contains 16404 members 
Mstep: Class 9 contains 11262 members 
Mstep: Class 10 contains 14414 members 
Mstep: Class 11 contains 7957 members 
Mstep: Class 12 contains 17939 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3119 members 
Mstep: Class 15 contains 101699 members 
Mstep: Class 16 contains 191708 members 
Mstep: Class 17 contains 16589 members 
Mstep: Class 18 contains 83833 members 
Mstep: Class 19 contains 25261 members 
Mstep: Class 20 contains 75135 members 
Mstep: Class 21 contains 44403 members 
Mstep: Class 22 contains 53751 members 
Mstep: Class 23 contains 9892 members 
Mstep: Class 24 contains 30618 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12664 members 
Mstep: Class 27 contains 11095 members 
Mstep: Class 28 contains 5654 members 
Mstep: Class 29 contains 12391 members 
Mstep: Class 30 contains 2921 members 
Mstep: Class 31 contains 6741 members 
Mstep: Class 32 contains 10896 members 
Mstep: Class 33 contains 54722 members 
Mstep: Class 34 contains 16524 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131666 members 
Mstep: Class 37 contains 237336 members 
Mstep: Class 38 contains 21743 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 867 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235496640.000000 Penalty: 147473.906250
Iteration 194Q: 42 clusters Score -2.354966e+08 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 8652 members 
Mstep: Class 3 contains 16002 members 
Mstep: Class 4 contains 183152 members 
Mstep: Class 5 contains 319959 members 
Mstep: Class 6 contains 8751 members 
Mstep: Class 7 contains 214436 members 
Mstep: Class 8 contains 16400 members 
Mstep: Class 9 contains 11269 members 
Mstep: Class 10 contains 14418 members 
Mstep: Class 11 contains 7959 members 
Mstep: Class 12 contains 17980 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3117 members 
Mstep: Class 15 contains 101703 members 
Mstep: Class 16 contains 191643 members 
Mstep: Class 17 contains 16587 members 
Mstep: Class 18 contains 83834 members 
Mstep: Class 19 contains 25270 members 
Mstep: Class 20 contains 75735 members 
Mstep: Class 21 contains 44396 members 
Mstep: Class 22 contains 53727 members 
Mstep: Class 23 contains 9912 members 
Mstep: Class 24 contains 30585 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12664 members 
Mstep: Class 27 contains 11093 members 
Mstep: Class 28 contains 5653 members 
Mstep: Class 29 contains 12384 members 
Mstep: Class 30 contains 2922 members 
Mstep: Class 31 contains 6740 members 
Mstep: Class 32 contains 10895 members 
Mstep: Class 33 contains 54716 members 
Mstep: Class 34 contains 16594 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131665 members 
Mstep: Class 37 contains 237274 members 
Mstep: Class 38 contains 21740 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 868 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235496608.000000 Penalty: 147473.906250
Iteration 195Q: 42 clusters Score -2.354966e+08 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 8653 members 
Mstep: Class 3 contains 16002 members 
Mstep: Class 4 contains 183149 members 
Mstep: Class 5 contains 319947 members 
Mstep: Class 6 contains 8750 members 
Mstep: Class 7 contains 213931 members 
Mstep: Class 8 contains 16401 members 
Mstep: Class 9 contains 11277 members 
Mstep: Class 10 contains 14428 members 
Mstep: Class 11 contains 7965 members 
Mstep: Class 12 contains 18010 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3117 members 
Mstep: Class 15 contains 101703 members 
Mstep: Class 16 contains 191593 members 
Mstep: Class 17 contains 16588 members 
Mstep: Class 18 contains 83829 members 
Mstep: Class 19 contains 25280 members 
Mstep: Class 20 contains 76331 members 
Mstep: Class 21 contains 44382 members 
Mstep: Class 22 contains 53694 members 
Mstep: Class 23 contains 9930 members 
Mstep: Class 24 contains 30561 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12666 members 
Mstep: Class 27 contains 11094 members 
Mstep: Class 28 contains 5654 members 
Mstep: Class 29 contains 12381 members 
Mstep: Class 30 contains 2923 members 
Mstep: Class 31 contains 6746 members 
Mstep: Class 32 contains 10893 members 
Mstep: Class 33 contains 54714 members 
Mstep: Class 34 contains 16646 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131653 members 
Mstep: Class 37 contains 237208 members 
Mstep: Class 38 contains 21734 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 868 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235496896.000000 Penalty: 147473.906250
Iteration 196Q: 42 clusters Score -2.354969e+08 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 8654 members 
Mstep: Class 3 contains 16003 members 
Mstep: Class 4 contains 183164 members 
Mstep: Class 5 contains 319943 members 
Mstep: Class 6 contains 8748 members 
Mstep: Class 7 contains 213439 members 
Mstep: Class 8 contains 16404 members 
Mstep: Class 9 contains 11288 members 
Mstep: Class 10 contains 14428 members 
Mstep: Class 11 contains 7970 members 
Mstep: Class 12 contains 18052 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3119 members 
Mstep: Class 15 contains 101692 members 
Mstep: Class 16 contains 191551 members 
Mstep: Class 17 contains 16586 members 
Mstep: Class 18 contains 83827 members 
Mstep: Class 19 contains 25287 members 
Mstep: Class 20 contains 76930 members 
Mstep: Class 21 contains 44380 members 
Mstep: Class 22 contains 53642 members 
Mstep: Class 23 contains 9947 members 
Mstep: Class 24 contains 30528 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12671 members 
Mstep: Class 27 contains 11094 members 
Mstep: Class 28 contains 5657 members 
Mstep: Class 29 contains 12378 members 
Mstep: Class 30 contains 2924 members 
Mstep: Class 31 contains 6747 members 
Mstep: Class 32 contains 10891 members 
Mstep: Class 33 contains 54710 members 
Mstep: Class 34 contains 16715 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131644 members 
Mstep: Class 37 contains 237099 members 
Mstep: Class 38 contains 21728 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 868 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235497024.000000 Penalty: 147473.906250
Iteration 197Q: 42 clusters Score -2.35497e+08 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 8658 members 
Mstep: Class 3 contains 15997 members 
Mstep: Class 4 contains 183163 members 
Mstep: Class 5 contains 319949 members 
Mstep: Class 6 contains 8746 members 
Mstep: Class 7 contains 212919 members 
Mstep: Class 8 contains 16404 members 
Mstep: Class 9 contains 11300 members 
Mstep: Class 10 contains 14432 members 
Mstep: Class 11 contains 7971 members 
Mstep: Class 12 contains 18104 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3119 members 
Mstep: Class 15 contains 101694 members 
Mstep: Class 16 contains 191496 members 
Mstep: Class 17 contains 16581 members 
Mstep: Class 18 contains 83820 members 
Mstep: Class 19 contains 25290 members 
Mstep: Class 20 contains 77547 members 
Mstep: Class 21 contains 44374 members 
Mstep: Class 22 contains 53605 members 
Mstep: Class 23 contains 9960 members 
Mstep: Class 24 contains 30504 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12669 members 
Mstep: Class 27 contains 11095 members 
Mstep: Class 28 contains 5657 members 
Mstep: Class 29 contains 12374 members 
Mstep: Class 30 contains 2925 members 
Mstep: Class 31 contains 6744 members 
Mstep: Class 32 contains 10888 members 
Mstep: Class 33 contains 54712 members 
Mstep: Class 34 contains 16785 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131641 members 
Mstep: Class 37 contains 236992 members 
Mstep: Class 38 contains 21725 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 869 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235497200.000000 Penalty: 147473.906250
Iteration 198Q: 42 clusters Score -2.354972e+08 nChanged 2181
Entering ConstructFrom: 
Score: -235497200.000000 Penalty: 147473.906250
Entering ConstructFrom: 
Trying to split cluster 1 (6610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Entering Unmasked Estep 
Score: -806905.312500 Penalty: 2181.492188
	Iteration 0F: 2 clusters Score -806905.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -801425.937500 Penalty: 4362.984375
	Iteration 0F: 3 clusters Score -801425.9 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -802887.687500 Penalty: 4362.984375
	Iteration 1F: 3 clusters Score -802887.7 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -803222.187500 Penalty: 4362.984375
	Iteration 2F: 3 clusters Score -803222.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -803513.625000 Penalty: 4362.984375
	Iteration 3F: 3 clusters Score -803513.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -803886.125000 Penalty: 4362.984375
	Iteration 4F: 3 clusters Score -803886.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -804357.187500 Penalty: 4362.984375
	Iteration 5F: 3 clusters Score -804357.2 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -804861.312500 Penalty: 4362.984375
	Iteration 6F: 3 clusters Score -804861.3 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -805270.125000 Penalty: 4362.984375
	Iteration 7F: 3 clusters Score -805270.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -805541.312500 Penalty: 4362.984375
	Iteration 8F: 3 clusters Score -805541.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -805719.000000 Penalty: 4362.984375
	Iteration 9Q: 3 clusters Score -805719 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -805830.812500 Penalty: 4362.984375
	Iteration 10Q: 3 clusters Score -805830.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -805919.625000 Penalty: 4362.984375
	Iteration 11Q: 3 clusters Score -805919.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -805989.000000 Penalty: 4362.984375
	Iteration 12Q: 3 clusters Score -805989 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -806050.562500 Penalty: 4362.984375
	Iteration 13Q: 3 clusters Score -806050.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -806097.125000 Penalty: 4362.984375
	Iteration 14Q: 3 clusters Score -806097.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -806124.687500 Penalty: 4362.984375
	Iteration 15Q: 3 clusters Score -806124.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -806140.250000 Penalty: 4362.984375
	Iteration 16Q: 3 clusters Score -806140.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -806151.875000 Penalty: 4362.984375
	Iteration 17Q: 3 clusters Score -806151.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -806157.250000 Penalty: 4362.984375
	Iteration 18Q: 3 clusters Score -806157.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -806161.562500 Penalty: 4362.984375
	Iteration 19Q: 3 clusters Score -806161.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -806163.000000 Penalty: 4362.984375
	Iteration 20F: 3 clusters Score -806163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -806165.125000 Penalty: 4362.984375
	Iteration 21Q: 3 clusters Score -806165.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -806166.875000 Penalty: 4362.984375
	Iteration 22Q: 3 clusters Score -806166.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -806168.687500 Penalty: 4362.984375
	Iteration 23Q: 3 clusters Score -806168.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -806169.062500 Penalty: 4362.984375
	Iteration 24Q: 3 clusters Score -806169.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -806169.062500 Penalty: 4362.984375
	Iteration 25Q: 3 clusters Score -806169.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -806169.125000 Penalty: 4362.984375
	Iteration 26Q: 3 clusters Score -806169.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -806171.625000 Penalty: 4362.984375
	Iteration 27Q: 3 clusters Score -806171.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -806171.375000 Penalty: 4362.984375
	Iteration 28Q: 3 clusters Score -806171.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -806171.125000 Penalty: 4362.984375
	Iteration 29Q: 3 clusters Score -806171.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -806171.875000 Penalty: 4362.984375
	Iteration 30Q: 3 clusters Score -806171.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -806172.875000 Penalty: 4362.984375
	Iteration 31Q: 3 clusters Score -806172.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -806172.875000 Penalty: 4362.984375
	Iteration 32F: 3 clusters Score -806172.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Entering Unmasked Estep 
Score: -983943.750000 Penalty: 2248.427246
	Iteration 0F: 2 clusters Score -983943.8 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 4241 members 
Entering Unmasked Estep 
Score: -977152.625000 Penalty: 4496.854492
	Iteration 0F: 3 clusters Score -977152.6 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -979301.062500 Penalty: 4496.854492
	Iteration 1F: 3 clusters Score -979301.1 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -979942.812500 Penalty: 4496.854492
	Iteration 2F: 3 clusters Score -979942.8 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -980603.437500 Penalty: 4496.854492
	Iteration 3F: 3 clusters Score -980603.4 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -981230.687500 Penalty: 4496.854492
	Iteration 4F: 3 clusters Score -981230.7 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -981736.250000 Penalty: 4496.854492
	Iteration 5F: 3 clusters Score -981736.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -982099.500000 Penalty: 4496.854492
	Iteration 6F: 3 clusters Score -982099.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -982396.812500 Penalty: 4496.854492
	Iteration 7Q: 3 clusters Score -982396.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -982658.062500 Penalty: 4496.854492
	Iteration 8Q: 3 clusters Score -982658.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -982866.812500 Penalty: 4496.854492
	Iteration 9Q: 3 clusters Score -982866.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -982976.500000 Penalty: 4496.854492
	Iteration 10Q: 3 clusters Score -982976.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -983037.375000 Penalty: 4496.854492
	Iteration 11Q: 3 clusters Score -983037.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -983071.062500 Penalty: 4496.854492
	Iteration 12Q: 3 clusters Score -983071.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -983099.937500 Penalty: 4496.854492
	Iteration 13Q: 3 clusters Score -983099.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -983121.937500 Penalty: 4496.854492
	Iteration 14Q: 3 clusters Score -983121.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -983132.937500 Penalty: 4496.854492
	Iteration 15Q: 3 clusters Score -983132.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -983137.625000 Penalty: 4496.854492
	Iteration 16Q: 3 clusters Score -983137.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -983147.875000 Penalty: 4496.854492
	Iteration 17Q: 3 clusters Score -983147.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -983152.500000 Penalty: 4496.854492
	Iteration 18Q: 3 clusters Score -983152.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -983159.625000 Penalty: 4496.854492
	Iteration 19Q: 3 clusters Score -983159.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -983160.625000 Penalty: 4496.854492
	Iteration 20F: 3 clusters Score -983160.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -983162.562500 Penalty: 4496.854492
	Iteration 21Q: 3 clusters Score -983162.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -983162.437500 Penalty: 4496.854492
	Iteration 22Q: 3 clusters Score -983162.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -983162.312500 Penalty: 4496.854492
	Iteration 23Q: 3 clusters Score -983162.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -983165.812500 Penalty: 4496.854492
	Iteration 24Q: 3 clusters Score -983165.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -983167.000000 Penalty: 4496.854492
	Iteration 25Q: 3 clusters Score -983167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -983167.312500 Penalty: 4496.854492
	Iteration 26Q: 3 clusters Score -983167.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -983167.875000 Penalty: 4496.854492
	Iteration 27Q: 3 clusters Score -983167.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -983167.562500 Penalty: 4496.854492
	Iteration 28Q: 3 clusters Score -983167.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -983169.062500 Penalty: 4496.854492
	Iteration 29Q: 3 clusters Score -983169.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -983169.625000 Penalty: 4496.854492
	Iteration 30Q: 3 clusters Score -983169.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -983169.625000 Penalty: 4496.854492
	Iteration 31F: 3 clusters Score -983169.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Entering Unmasked Estep 
Score: -1908934.500000 Penalty: 2400.570312
	Iteration 0F: 2 clusters Score -1908934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1897491.750000 Penalty: 4801.140625
	Iteration 0F: 3 clusters Score -1897492 nChanged 6901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1901096.000000 Penalty: 4801.140625
	Iteration 1F: 3 clusters Score -1901096 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1901459.750000 Penalty: 4801.140625
	Iteration 2F: 3 clusters Score -1901460 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1901734.125000 Penalty: 4801.140625
	Iteration 3Q: 3 clusters Score -1901734 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1901985.625000 Penalty: 4801.140625
	Iteration 4Q: 3 clusters Score -1901986 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1902208.500000 Penalty: 4801.140625
	Iteration 5Q: 3 clusters Score -1902208 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1902440.750000 Penalty: 4801.140625
	Iteration 6Q: 3 clusters Score -1902441 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1902687.875000 Penalty: 4801.140625
	Iteration 7Q: 3 clusters Score -1902688 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1902974.500000 Penalty: 4801.140625
	Iteration 8Q: 3 clusters Score -1902974 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1903262.750000 Penalty: 4801.140625
	Iteration 9Q: 3 clusters Score -1903263 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1903562.875000 Penalty: 4801.140625
	Iteration 10Q: 3 clusters Score -1903563 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1903880.625000 Penalty: 4801.140625
	Iteration 11Q: 3 clusters Score -1903881 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1904171.500000 Penalty: 4801.140625
	Iteration 12Q: 3 clusters Score -1904172 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1904457.000000 Penalty: 4801.140625
	Iteration 13Q: 3 clusters Score -1904457 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1904744.750000 Penalty: 4801.140625
	Iteration 14Q: 3 clusters Score -1904745 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1905025.875000 Penalty: 4801.140625
	Iteration 15Q: 3 clusters Score -1905026 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1905263.500000 Penalty: 4801.140625
	Iteration 16Q: 3 clusters Score -1905264 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1905515.000000 Penalty: 4801.140625
	Iteration 17Q: 3 clusters Score -1905515 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1905773.000000 Penalty: 4801.140625
	Iteration 18Q: 3 clusters Score -1905773 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -1906022.375000 Penalty: 4801.140625
	Iteration 19Q: 3 clusters Score -1906022 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -1906258.500000 Penalty: 4801.140625
	Iteration 20F: 3 clusters Score -1906258 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -1906491.875000 Penalty: 4801.140625
	Iteration 21Q: 3 clusters Score -1906492 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -1906695.125000 Penalty: 4801.140625
	Iteration 22Q: 3 clusters Score -1906695 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -1906859.750000 Penalty: 4801.140625
	Iteration 23Q: 3 clusters Score -1906860 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -1906998.625000 Penalty: 4801.140625
	Iteration 24Q: 3 clusters Score -1906999 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -1907121.750000 Penalty: 4801.140625
	Iteration 25Q: 3 clusters Score -1907122 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -1907238.500000 Penalty: 4801.140625
	Iteration 26Q: 3 clusters Score -1907238 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -1907314.500000 Penalty: 4801.140625
	Iteration 27Q: 3 clusters Score -1907314 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -1907345.875000 Penalty: 4801.140625
	Iteration 28Q: 3 clusters Score -1907346 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -1907368.500000 Penalty: 4801.140625
	Iteration 29Q: 3 clusters Score -1907368 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -1907376.750000 Penalty: 4801.140625
	Iteration 30Q: 3 clusters Score -1907377 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -1907388.250000 Penalty: 4801.140625
	Iteration 31Q: 3 clusters Score -1907388 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -1907406.000000 Penalty: 4801.140625
	Iteration 32Q: 3 clusters Score -1907406 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -1907418.500000 Penalty: 4801.140625
	Iteration 33Q: 3 clusters Score -1907418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -1907420.250000 Penalty: 4801.140625
	Iteration 34Q: 3 clusters Score -1907420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -1907425.375000 Penalty: 4801.140625
	Iteration 35Q: 3 clusters Score -1907425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -1907427.625000 Penalty: 4801.140625
	Iteration 36Q: 3 clusters Score -1907428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -1907432.250000 Penalty: 4801.140625
	Iteration 37Q: 3 clusters Score -1907432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -1907435.500000 Penalty: 4801.140625
	Iteration 38Q: 3 clusters Score -1907436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -1907435.500000 Penalty: 4801.140625
	Iteration 39Q: 3 clusters Score -1907436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -1907434.875000 Penalty: 4801.140625
	Iteration 40F: 3 clusters Score -1907435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -1907436.625000 Penalty: 4801.140625
	Iteration 41Q: 3 clusters Score -1907437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -1907436.625000 Penalty: 4801.140625
	Iteration 42F: 3 clusters Score -1907437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (183151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183151 members 
Entering Unmasked Estep 
Score: -22361092.000000 Penalty: 3005.280273
	Iteration 0F: 2 clusters Score -2.236109e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91538 members 
Mstep: Class 2 contains 91613 members 
Entering Unmasked Estep 
Score: -22239270.000000 Penalty: 6010.560547
	Iteration 0F: 3 clusters Score -2.223927e+07 nChanged 88097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90955 members 
Mstep: Class 2 contains 92196 members 
Entering Unmasked Estep 
Score: -22290382.000000 Penalty: 6010.560547
	Iteration 1F: 3 clusters Score -2.229038e+07 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90330 members 
Mstep: Class 2 contains 92821 members 
Entering Unmasked Estep 
Score: -22291346.000000 Penalty: 6010.560547
	Iteration 2Q: 3 clusters Score -2.229135e+07 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89253 members 
Mstep: Class 2 contains 93898 members 
Entering Unmasked Estep 
Score: -22292420.000000 Penalty: 6010.560547
	Iteration 3Q: 3 clusters Score -2.229242e+07 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87637 members 
Mstep: Class 2 contains 95514 members 
Entering Unmasked Estep 
Score: -22294116.000000 Penalty: 6010.560547
	Iteration 4Q: 3 clusters Score -2.229412e+07 nChanged 6581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85240 members 
Mstep: Class 2 contains 97911 members 
Entering Unmasked Estep 
Score: -22296422.000000 Penalty: 6010.560547
	Iteration 5Q: 3 clusters Score -2.229642e+07 nChanged 7453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81949 members 
Mstep: Class 2 contains 101202 members 
Entering Unmasked Estep 
Score: -22299506.000000 Penalty: 6010.560547
	Iteration 6Q: 3 clusters Score -2.229951e+07 nChanged 8242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77719 members 
Mstep: Class 2 contains 105432 members 
Entering Unmasked Estep 
Score: -22303156.000000 Penalty: 6010.560547
	Iteration 7Q: 3 clusters Score -2.230316e+07 nChanged 9167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72668 members 
Mstep: Class 2 contains 110483 members 
Entering Unmasked Estep 
Score: -22308008.000000 Penalty: 6010.560547
	Iteration 8F: 3 clusters Score -2.230801e+07 nChanged 9738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66996 members 
Mstep: Class 2 contains 116155 members 
Entering Unmasked Estep 
Score: -22313830.000000 Penalty: 6010.560547
	Iteration 9F: 3 clusters Score -2.231383e+07 nChanged 9798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61158 members 
Mstep: Class 2 contains 121993 members 
Entering Unmasked Estep 
Score: -22319612.000000 Penalty: 6010.560547
	Iteration 10F: 3 clusters Score -2.231961e+07 nChanged 9619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55549 members 
Mstep: Class 2 contains 127602 members 
Entering Unmasked Estep 
Score: -22325928.000000 Penalty: 6010.560547
	Iteration 11F: 3 clusters Score -2.232593e+07 nChanged 8875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50630 members 
Mstep: Class 2 contains 132521 members 
Entering Unmasked Estep 
Score: -22331948.000000 Penalty: 6010.560547
	Iteration 12Q: 3 clusters Score -2.233195e+07 nChanged 7638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46796 members 
Mstep: Class 2 contains 136355 members 
Entering Unmasked Estep 
Score: -22336758.000000 Penalty: 6010.560547
	Iteration 13Q: 3 clusters Score -2.233676e+07 nChanged 6130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43382 members 
Mstep: Class 2 contains 139769 members 
Entering Unmasked Estep 
Score: -22339982.000000 Penalty: 6010.560547
	Iteration 14Q: 3 clusters Score -2.233998e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40085 members 
Mstep: Class 2 contains 143066 members 
Entering Unmasked Estep 
Score: -22342266.000000 Penalty: 6010.560547
	Iteration 15Q: 3 clusters Score -2.234227e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36726 members 
Mstep: Class 2 contains 146425 members 
Entering Unmasked Estep 
Score: -22344042.000000 Penalty: 6010.560547
	Iteration 16Q: 3 clusters Score -2.234404e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33280 members 
Mstep: Class 2 contains 149871 members 
Entering Unmasked Estep 
Score: -22345842.000000 Penalty: 6010.560547
	Iteration 17Q: 3 clusters Score -2.234584e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 153219 members 
Entering Unmasked Estep 
Score: -22347542.000000 Penalty: 6010.560547
	Iteration 18Q: 3 clusters Score -2.234754e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 156485 members 
Entering Unmasked Estep 
Score: -22349134.000000 Penalty: 6010.560547
	Iteration 19Q: 3 clusters Score -2.234913e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 159604 members 
Entering Unmasked Estep 
Score: -22350480.000000 Penalty: 6010.560547
	Iteration 20F: 3 clusters Score -2.235048e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 162387 members 
Entering Unmasked Estep 
Score: -22351866.000000 Penalty: 6010.560547
	Iteration 21Q: 3 clusters Score -2.235187e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 164896 members 
Entering Unmasked Estep 
Score: -22352976.000000 Penalty: 6010.560547
	Iteration 22Q: 3 clusters Score -2.235298e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 167213 members 
Entering Unmasked Estep 
Score: -22354036.000000 Penalty: 6010.560547
	Iteration 23Q: 3 clusters Score -2.235404e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 169227 members 
Entering Unmasked Estep 
Score: -22354746.000000 Penalty: 6010.560547
	Iteration 24Q: 3 clusters Score -2.235475e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 170988 members 
Entering Unmasked Estep 
Score: -22355486.000000 Penalty: 6010.560547
	Iteration 25Q: 3 clusters Score -2.235549e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 172579 members 
Entering Unmasked Estep 
Score: -22356166.000000 Penalty: 6010.560547
	Iteration 26Q: 3 clusters Score -2.235617e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 173940 members 
Entering Unmasked Estep 
Score: -22356714.000000 Penalty: 6010.560547
	Iteration 27Q: 3 clusters Score -2.235671e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 175127 members 
Entering Unmasked Estep 
Score: -22357100.000000 Penalty: 6010.560547
	Iteration 28Q: 3 clusters Score -2.23571e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 176089 members 
Entering Unmasked Estep 
Score: -22357434.000000 Penalty: 6010.560547
	Iteration 29Q: 3 clusters Score -2.235743e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 176884 members 
Entering Unmasked Estep 
Score: -22357700.000000 Penalty: 6010.560547
	Iteration 30Q: 3 clusters Score -2.23577e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 177588 members 
Entering Unmasked Estep 
Score: -22357890.000000 Penalty: 6010.560547
	Iteration 31Q: 3 clusters Score -2.235789e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 178184 members 
Entering Unmasked Estep 
Score: -22358034.000000 Penalty: 6010.560547
	Iteration 32Q: 3 clusters Score -2.235803e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 178655 members 
Entering Unmasked Estep 
Score: -22358158.000000 Penalty: 6010.560547
	Iteration 33Q: 3 clusters Score -2.235816e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 179032 members 
Entering Unmasked Estep 
Score: -22358324.000000 Penalty: 6010.560547
	Iteration 34Q: 3 clusters Score -2.235832e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 179353 members 
Entering Unmasked Estep 
Score: -22358332.000000 Penalty: 6010.560547
	Iteration 35Q: 3 clusters Score -2.235833e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 179628 members 
Entering Unmasked Estep 
Score: -22358414.000000 Penalty: 6010.560547
	Iteration 36Q: 3 clusters Score -2.235841e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 179842 members 
Entering Unmasked Estep 
Score: -22358490.000000 Penalty: 6010.560547
	Iteration 37Q: 3 clusters Score -2.235849e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 180034 members 
Entering Unmasked Estep 
Score: -22358602.000000 Penalty: 6010.560547
	Iteration 38Q: 3 clusters Score -2.23586e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 180198 members 
Entering Unmasked Estep 
Score: -22358658.000000 Penalty: 6010.560547
	Iteration 39Q: 3 clusters Score -2.235866e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 180336 members 
Entering Unmasked Estep 
Score: -22358676.000000 Penalty: 6010.560547
	Iteration 40F: 3 clusters Score -2.235868e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 180470 members 
Entering Unmasked Estep 
Score: -22358694.000000 Penalty: 6010.560547
	Iteration 41Q: 3 clusters Score -2.235869e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 180555 members 
Entering Unmasked Estep 
Score: -22358712.000000 Penalty: 6010.560547
	Iteration 42Q: 3 clusters Score -2.235871e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 180633 members 
Entering Unmasked Estep 
Score: -22358728.000000 Penalty: 6010.560547
	Iteration 43Q: 3 clusters Score -2.235873e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 180712 members 
Entering Unmasked Estep 
Score: -22358760.000000 Penalty: 6010.560547
	Iteration 44Q: 3 clusters Score -2.235876e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 180777 members 
Entering Unmasked Estep 
Score: -22358812.000000 Penalty: 6010.560547
	Iteration 45Q: 3 clusters Score -2.235881e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 180835 members 
Entering Unmasked Estep 
Score: -22358810.000000 Penalty: 6010.560547
	Iteration 46Q: 3 clusters Score -2.235881e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 180883 members 
Entering Unmasked Estep 
Score: -22358776.000000 Penalty: 6010.560547
	Iteration 47Q: 3 clusters Score -2.235878e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 180919 members 
Entering Unmasked Estep 
Score: -22358768.000000 Penalty: 6010.560547
	Iteration 48Q: 3 clusters Score -2.235877e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 180949 members 
Entering Unmasked Estep 
Score: -22358792.000000 Penalty: 6010.560547
	Iteration 49Q: 3 clusters Score -2.235879e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 180980 members 
Entering Unmasked Estep 
Score: -22358798.000000 Penalty: 6010.560547
	Iteration 50Q: 3 clusters Score -2.23588e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 181000 members 
Entering Unmasked Estep 
Score: -22358806.000000 Penalty: 6010.560547
	Iteration 51Q: 3 clusters Score -2.235881e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 181032 members 
Entering Unmasked Estep 
Score: -22358836.000000 Penalty: 6010.560547
	Iteration 52Q: 3 clusters Score -2.235884e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 181054 members 
Entering Unmasked Estep 
Score: -22358810.000000 Penalty: 6010.560547
	Iteration 53Q: 3 clusters Score -2.235881e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 181075 members 
Entering Unmasked Estep 
Score: -22358820.000000 Penalty: 6010.560547
	Iteration 54Q: 3 clusters Score -2.235882e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 181104 members 
Entering Unmasked Estep 
Score: -22358804.000000 Penalty: 6010.560547
	Iteration 55Q: 3 clusters Score -2.23588e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 181130 members 
Entering Unmasked Estep 
Score: -22358806.000000 Penalty: 6010.560547
	Iteration 56Q: 3 clusters Score -2.235881e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 181154 members 
Entering Unmasked Estep 
Score: -22358788.000000 Penalty: 6010.560547
	Iteration 57Q: 3 clusters Score -2.235879e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 181174 members 
Entering Unmasked Estep 
Score: -22358786.000000 Penalty: 6010.560547
	Iteration 58Q: 3 clusters Score -2.235879e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 181189 members 
Entering Unmasked Estep 
Score: -22358796.000000 Penalty: 6010.560547
	Iteration 59Q: 3 clusters Score -2.23588e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 181209 members 
Entering Unmasked Estep 
Score: -22358786.000000 Penalty: 6010.560547
	Iteration 60F: 3 clusters Score -2.235879e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 181224 members 
Entering Unmasked Estep 
Score: -22358784.000000 Penalty: 6010.560547
	Iteration 61Q: 3 clusters Score -2.235878e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 181233 members 
Entering Unmasked Estep 
Score: -22358804.000000 Penalty: 6010.560547
	Iteration 62Q: 3 clusters Score -2.23588e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 181241 members 
Entering Unmasked Estep 
Score: -22358792.000000 Penalty: 6010.560547
	Iteration 63Q: 3 clusters Score -2.235879e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 181245 members 
Entering Unmasked Estep 
Score: -22358790.000000 Penalty: 6010.560547
	Iteration 64Q: 3 clusters Score -2.235879e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 181253 members 
Entering Unmasked Estep 
Score: -22358764.000000 Penalty: 6010.560547
	Iteration 65Q: 3 clusters Score -2.235876e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 181264 members 
Entering Unmasked Estep 
Score: -22358762.000000 Penalty: 6010.560547
	Iteration 66Q: 3 clusters Score -2.235876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 181268 members 
Entering Unmasked Estep 
Score: -22358766.000000 Penalty: 6010.560547
	Iteration 67Q: 3 clusters Score -2.235877e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 181274 members 
Entering Unmasked Estep 
Score: -22358748.000000 Penalty: 6010.560547
	Iteration 68Q: 3 clusters Score -2.235875e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 181279 members 
Entering Unmasked Estep 
Score: -22358758.000000 Penalty: 6010.560547
	Iteration 69Q: 3 clusters Score -2.235876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 181281 members 
Entering Unmasked Estep 
Score: -22358764.000000 Penalty: 6010.560547
	Iteration 70Q: 3 clusters Score -2.235876e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 181282 members 
Entering Unmasked Estep 
Score: -22358762.000000 Penalty: 6010.560547
	Iteration 71Q: 3 clusters Score -2.235876e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 181282 members 
Entering Unmasked Estep 
Score: -22358762.000000 Penalty: 6010.560547
	Iteration 72F: 3 clusters Score -2.235876e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (319949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319949 members 
Entering Unmasked Estep 
Score: -38936792.000000 Penalty: 3143.627441
	Iteration 0F: 2 clusters Score -3.893679e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159853 members 
Mstep: Class 2 contains 160096 members 
Entering Unmasked Estep 
Score: -38753860.000000 Penalty: 6287.254883
	Iteration 0F: 3 clusters Score -3.875386e+07 nChanged 154653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154820 members 
Mstep: Class 2 contains 165129 members 
Entering Unmasked Estep 
Score: -38845760.000000 Penalty: 6287.254883
	Iteration 1F: 3 clusters Score -3.884576e+07 nChanged 8886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150816 members 
Mstep: Class 2 contains 169133 members 
Entering Unmasked Estep 
Score: -38847436.000000 Penalty: 6287.254883
	Iteration 2Q: 3 clusters Score -3.884744e+07 nChanged 10481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144275 members 
Mstep: Class 2 contains 175674 members 
Entering Unmasked Estep 
Score: -38849904.000000 Penalty: 6287.254883
	Iteration 3Q: 3 clusters Score -3.88499e+07 nChanged 13236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134203 members 
Mstep: Class 2 contains 185746 members 
Entering Unmasked Estep 
Score: -38853916.000000 Penalty: 6287.254883
	Iteration 4Q: 3 clusters Score -3.885392e+07 nChanged 17295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119728 members 
Mstep: Class 2 contains 200221 members 
Entering Unmasked Estep 
Score: -38859672.000000 Penalty: 6287.254883
	Iteration 5F: 3 clusters Score -3.885967e+07 nChanged 20886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101224 members 
Mstep: Class 2 contains 218725 members 
Entering Unmasked Estep 
Score: -38867676.000000 Penalty: 6287.254883
	Iteration 6F: 3 clusters Score -3.886768e+07 nChanged 22460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80762 members 
Mstep: Class 2 contains 239187 members 
Entering Unmasked Estep 
Score: -38877520.000000 Penalty: 6287.254883
	Iteration 7F: 3 clusters Score -3.887752e+07 nChanged 21398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60740 members 
Mstep: Class 2 contains 259209 members 
Entering Unmasked Estep 
Score: -38887880.000000 Penalty: 6287.254883
	Iteration 8F: 3 clusters Score -3.888788e+07 nChanged 18150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43278 members 
Mstep: Class 2 contains 276671 members 
Entering Unmasked Estep 
Score: -38898636.000000 Penalty: 6287.254883
	Iteration 9F: 3 clusters Score -3.889864e+07 nChanged 14196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29356 members 
Mstep: Class 2 contains 290593 members 
Entering Unmasked Estep 
Score: -38907940.000000 Penalty: 6287.254883
	Iteration 10Q: 3 clusters Score -3.890794e+07 nChanged 10500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 300985 members 
Entering Unmasked Estep 
Score: -38916372.000000 Penalty: 6287.254883
	Iteration 11Q: 3 clusters Score -3.891637e+07 nChanged 7188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 308141 members 
Entering Unmasked Estep 
Score: -38922760.000000 Penalty: 6287.254883
	Iteration 12Q: 3 clusters Score -3.892276e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 312840 members 
Entering Unmasked Estep 
Score: -38927320.000000 Penalty: 6287.254883
	Iteration 13Q: 3 clusters Score -3.892732e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 315792 members 
Entering Unmasked Estep 
Score: -38930236.000000 Penalty: 6287.254883
	Iteration 14Q: 3 clusters Score -3.893024e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 317471 members 
Entering Unmasked Estep 
Score: -38932024.000000 Penalty: 6287.254883
	Iteration 15Q: 3 clusters Score -3.893202e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 318329 members 
Entering Unmasked Estep 
Score: -38932848.000000 Penalty: 6287.254883
	Iteration 16Q: 3 clusters Score -3.893285e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 318766 members 
Entering Unmasked Estep 
Score: -38933328.000000 Penalty: 6287.254883
	Iteration 17Q: 3 clusters Score -3.893333e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 319022 members 
Entering Unmasked Estep 
Score: -38933564.000000 Penalty: 6287.254883
	Iteration 18Q: 3 clusters Score -3.893356e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 319158 members 
Entering Unmasked Estep 
Score: -38933724.000000 Penalty: 6287.254883
	Iteration 19Q: 3 clusters Score -3.893372e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 319235 members 
Entering Unmasked Estep 
Score: -38933808.000000 Penalty: 6287.254883
	Iteration 20F: 3 clusters Score -3.893381e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 319279 members 
Entering Unmasked Estep 
Score: -38933852.000000 Penalty: 6287.254883
	Iteration 21Q: 3 clusters Score -3.893385e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 319308 members 
Entering Unmasked Estep 
Score: -38933840.000000 Penalty: 6287.254883
	Iteration 22Q: 3 clusters Score -3.893384e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 319329 members 
Entering Unmasked Estep 
Score: -38933916.000000 Penalty: 6287.254883
	Iteration 23Q: 3 clusters Score -3.893392e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 319342 members 
Entering Unmasked Estep 
Score: -38933952.000000 Penalty: 6287.254883
	Iteration 24Q: 3 clusters Score -3.893395e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 319360 members 
Entering Unmasked Estep 
Score: -38933988.000000 Penalty: 6287.254883
	Iteration 25Q: 3 clusters Score -3.893399e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 319371 members 
Entering Unmasked Estep 
Score: -38933996.000000 Penalty: 6287.254883
	Iteration 26Q: 3 clusters Score -3.8934e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 319381 members 
Entering Unmasked Estep 
Score: -38933992.000000 Penalty: 6287.254883
	Iteration 27Q: 3 clusters Score -3.893399e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 319389 members 
Entering Unmasked Estep 
Score: -38933976.000000 Penalty: 6287.254883
	Iteration 28Q: 3 clusters Score -3.893398e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 319391 members 
Entering Unmasked Estep 
Score: -38934020.000000 Penalty: 6287.254883
	Iteration 29Q: 3 clusters Score -3.893402e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 319390 members 
Entering Unmasked Estep 
Score: -38934028.000000 Penalty: 6287.254883
	Iteration 30Q: 3 clusters Score -3.893403e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 319389 members 
Entering Unmasked Estep 
Score: -38934060.000000 Penalty: 6287.254883
	Iteration 31Q: 3 clusters Score -3.893406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 319391 members 
Entering Unmasked Estep 
Score: -38934080.000000 Penalty: 6287.254883
	Iteration 32Q: 3 clusters Score -3.893408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 319394 members 
Entering Unmasked Estep 
Score: -38934060.000000 Penalty: 6287.254883
	Iteration 33Q: 3 clusters Score -3.893406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 319396 members 
Entering Unmasked Estep 
Score: -38934040.000000 Penalty: 6287.254883
	Iteration 34Q: 3 clusters Score -3.893404e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 319397 members 
Entering Unmasked Estep 
Score: -38934036.000000 Penalty: 6287.254883
	Iteration 35Q: 3 clusters Score -3.893404e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 319397 members 
Entering Unmasked Estep 
Score: -38934036.000000 Penalty: 6287.254883
	Iteration 36F: 3 clusters Score -3.893404e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Entering Unmasked Estep 
Score: -1045404.062500 Penalty: 2250.878662
	Iteration 0F: 2 clusters Score -1045404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1038582.500000 Penalty: 4501.757324
	Iteration 0F: 3 clusters Score -1038582 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1040542.062500 Penalty: 4501.757324
	Iteration 1F: 3 clusters Score -1040542 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1040993.250000 Penalty: 4501.757324
	Iteration 2F: 3 clusters Score -1040993 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1041588.312500 Penalty: 4501.757324
	Iteration 3F: 3 clusters Score -1041588 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1042518.250000 Penalty: 4501.757324
	Iteration 4F: 3 clusters Score -1042518 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1043560.562500 Penalty: 4501.757324
	Iteration 5F: 3 clusters Score -1043561 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1044337.062500 Penalty: 4501.757324
	Iteration 6F: 3 clusters Score -1044337 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1044719.187500 Penalty: 4501.757324
	Iteration 7F: 3 clusters Score -1044719 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1044871.312500 Penalty: 4501.757324
	Iteration 8Q: 3 clusters Score -1044871 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1044939.937500 Penalty: 4501.757324
	Iteration 9Q: 3 clusters Score -1044940 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1044960.312500 Penalty: 4501.757324
	Iteration 10Q: 3 clusters Score -1044960 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1044974.312500 Penalty: 4501.757324
	Iteration 11Q: 3 clusters Score -1044974 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1044982.000000 Penalty: 4501.757324
	Iteration 12Q: 3 clusters Score -1044982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1044986.687500 Penalty: 4501.757324
	Iteration 13Q: 3 clusters Score -1044987 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1044988.625000 Penalty: 4501.757324
	Iteration 14Q: 3 clusters Score -1044989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1044988.687500 Penalty: 4501.757324
	Iteration 15Q: 3 clusters Score -1044989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1044991.312500 Penalty: 4501.757324
	Iteration 16Q: 3 clusters Score -1044991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1044992.875000 Penalty: 4501.757324
	Iteration 17Q: 3 clusters Score -1044993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1044991.500000 Penalty: 4501.757324
	Iteration 18Q: 3 clusters Score -1044992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1044989.687500 Penalty: 4501.757324
	Iteration 19Q: 3 clusters Score -1044990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1044989.687500 Penalty: 4501.757324
	Iteration 20F: 3 clusters Score -1044990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (212364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212364 members 
Entering Unmasked Estep 
Score: -26217062.000000 Penalty: 3041.982178
	Iteration 0F: 2 clusters Score -2.621706e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106192 members 
Mstep: Class 2 contains 106172 members 
Entering Unmasked Estep 
Score: -26078720.000000 Penalty: 6083.964355
	Iteration 0F: 3 clusters Score -2.607872e+07 nChanged 102039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106497 members 
Mstep: Class 2 contains 105867 members 
Entering Unmasked Estep 
Score: -26138276.000000 Penalty: 6083.964355
	Iteration 1F: 3 clusters Score -2.613828e+07 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106790 members 
Mstep: Class 2 contains 105574 members 
Entering Unmasked Estep 
Score: -26139378.000000 Penalty: 6083.964355
	Iteration 2Q: 3 clusters Score -2.613938e+07 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107089 members 
Mstep: Class 2 contains 105275 members 
Entering Unmasked Estep 
Score: -26140768.000000 Penalty: 6083.964355
	Iteration 3Q: 3 clusters Score -2.614077e+07 nChanged 6619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107658 members 
Mstep: Class 2 contains 104706 members 
Entering Unmasked Estep 
Score: -26142482.000000 Penalty: 6083.964355
	Iteration 4Q: 3 clusters Score -2.614248e+07 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108477 members 
Mstep: Class 2 contains 103887 members 
Entering Unmasked Estep 
Score: -26144834.000000 Penalty: 6083.964355
	Iteration 5Q: 3 clusters Score -2.614483e+07 nChanged 7890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109647 members 
Mstep: Class 2 contains 102717 members 
Entering Unmasked Estep 
Score: -26147190.000000 Penalty: 6083.964355
	Iteration 6Q: 3 clusters Score -2.614719e+07 nChanged 8324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111249 members 
Mstep: Class 2 contains 101115 members 
Entering Unmasked Estep 
Score: -26150090.000000 Penalty: 6083.964355
	Iteration 7Q: 3 clusters Score -2.615009e+07 nChanged 8968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113491 members 
Mstep: Class 2 contains 98873 members 
Entering Unmasked Estep 
Score: -26153342.000000 Penalty: 6083.964355
	Iteration 8Q: 3 clusters Score -2.615334e+07 nChanged 9273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116204 members 
Mstep: Class 2 contains 96160 members 
Entering Unmasked Estep 
Score: -26156796.000000 Penalty: 6083.964355
	Iteration 9Q: 3 clusters Score -2.61568e+07 nChanged 9909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119405 members 
Mstep: Class 2 contains 92959 members 
Entering Unmasked Estep 
Score: -26161682.000000 Penalty: 6083.964355
	Iteration 10Q: 3 clusters Score -2.616168e+07 nChanged 10684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122699 members 
Mstep: Class 2 contains 89665 members 
Entering Unmasked Estep 
Score: -26168216.000000 Penalty: 6083.964355
	Iteration 11F: 3 clusters Score -2.616822e+07 nChanged 11117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125818 members 
Mstep: Class 2 contains 86546 members 
Entering Unmasked Estep 
Score: -26176090.000000 Penalty: 6083.964355
	Iteration 12F: 3 clusters Score -2.617609e+07 nChanged 10588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128164 members 
Mstep: Class 2 contains 84200 members 
Entering Unmasked Estep 
Score: -26182638.000000 Penalty: 6083.964355
	Iteration 13Q: 3 clusters Score -2.618264e+07 nChanged 8370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130072 members 
Mstep: Class 2 contains 82292 members 
Entering Unmasked Estep 
Score: -26186392.000000 Penalty: 6083.964355
	Iteration 14Q: 3 clusters Score -2.618639e+07 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131989 members 
Mstep: Class 2 contains 80375 members 
Entering Unmasked Estep 
Score: -26187944.000000 Penalty: 6083.964355
	Iteration 15Q: 3 clusters Score -2.618794e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134033 members 
Mstep: Class 2 contains 78331 members 
Entering Unmasked Estep 
Score: -26188918.000000 Penalty: 6083.964355
	Iteration 16Q: 3 clusters Score -2.618892e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136154 members 
Mstep: Class 2 contains 76210 members 
Entering Unmasked Estep 
Score: -26189762.000000 Penalty: 6083.964355
	Iteration 17Q: 3 clusters Score -2.618976e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138302 members 
Mstep: Class 2 contains 74062 members 
Entering Unmasked Estep 
Score: -26190628.000000 Penalty: 6083.964355
	Iteration 18Q: 3 clusters Score -2.619063e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140534 members 
Mstep: Class 2 contains 71830 members 
Entering Unmasked Estep 
Score: -26191758.000000 Penalty: 6083.964355
	Iteration 19Q: 3 clusters Score -2.619176e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142840 members 
Mstep: Class 2 contains 69524 members 
Entering Unmasked Estep 
Score: -26192934.000000 Penalty: 6083.964355
	Iteration 20F: 3 clusters Score -2.619293e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145247 members 
Mstep: Class 2 contains 67117 members 
Entering Unmasked Estep 
Score: -26194048.000000 Penalty: 6083.964355
	Iteration 21Q: 3 clusters Score -2.619405e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147679 members 
Mstep: Class 2 contains 64685 members 
Entering Unmasked Estep 
Score: -26195284.000000 Penalty: 6083.964355
	Iteration 22Q: 3 clusters Score -2.619528e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150052 members 
Mstep: Class 2 contains 62312 members 
Entering Unmasked Estep 
Score: -26196712.000000 Penalty: 6083.964355
	Iteration 23Q: 3 clusters Score -2.619671e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152487 members 
Mstep: Class 2 contains 59877 members 
Entering Unmasked Estep 
Score: -26198222.000000 Penalty: 6083.964355
	Iteration 24Q: 3 clusters Score -2.619822e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154889 members 
Mstep: Class 2 contains 57475 members 
Entering Unmasked Estep 
Score: -26199572.000000 Penalty: 6083.964355
	Iteration 25Q: 3 clusters Score -2.619957e+07 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157294 members 
Mstep: Class 2 contains 55070 members 
Entering Unmasked Estep 
Score: -26200966.000000 Penalty: 6083.964355
	Iteration 26Q: 3 clusters Score -2.620097e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159513 members 
Mstep: Class 2 contains 52851 members 
Entering Unmasked Estep 
Score: -26202204.000000 Penalty: 6083.964355
	Iteration 27Q: 3 clusters Score -2.62022e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161549 members 
Mstep: Class 2 contains 50815 members 
Entering Unmasked Estep 
Score: -26203534.000000 Penalty: 6083.964355
	Iteration 28Q: 3 clusters Score -2.620353e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163454 members 
Mstep: Class 2 contains 48910 members 
Entering Unmasked Estep 
Score: -26204766.000000 Penalty: 6083.964355
	Iteration 29Q: 3 clusters Score -2.620477e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165264 members 
Mstep: Class 2 contains 47100 members 
Entering Unmasked Estep 
Score: -26205932.000000 Penalty: 6083.964355
	Iteration 30Q: 3 clusters Score -2.620593e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166972 members 
Mstep: Class 2 contains 45392 members 
Entering Unmasked Estep 
Score: -26207146.000000 Penalty: 6083.964355
	Iteration 31Q: 3 clusters Score -2.620715e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168543 members 
Mstep: Class 2 contains 43821 members 
Entering Unmasked Estep 
Score: -26207926.000000 Penalty: 6083.964355
	Iteration 32Q: 3 clusters Score -2.620793e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169978 members 
Mstep: Class 2 contains 42386 members 
Entering Unmasked Estep 
Score: -26208716.000000 Penalty: 6083.964355
	Iteration 33Q: 3 clusters Score -2.620872e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171331 members 
Mstep: Class 2 contains 41033 members 
Entering Unmasked Estep 
Score: -26209286.000000 Penalty: 6083.964355
	Iteration 34Q: 3 clusters Score -2.620929e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172647 members 
Mstep: Class 2 contains 39717 members 
Entering Unmasked Estep 
Score: -26209954.000000 Penalty: 6083.964355
	Iteration 35Q: 3 clusters Score -2.620995e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173933 members 
Mstep: Class 2 contains 38431 members 
Entering Unmasked Estep 
Score: -26210432.000000 Penalty: 6083.964355
	Iteration 36Q: 3 clusters Score -2.621043e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175201 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -26210890.000000 Penalty: 6083.964355
	Iteration 37Q: 3 clusters Score -2.621089e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176404 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -26211402.000000 Penalty: 6083.964355
	Iteration 38Q: 3 clusters Score -2.62114e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177584 members 
Mstep: Class 2 contains 34780 members 
Entering Unmasked Estep 
Score: -26211706.000000 Penalty: 6083.964355
	Iteration 39Q: 3 clusters Score -2.621171e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178718 members 
Mstep: Class 2 contains 33646 members 
Entering Unmasked Estep 
Score: -26211974.000000 Penalty: 6083.964355
	Iteration 40F: 3 clusters Score -2.621197e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179726 members 
Mstep: Class 2 contains 32638 members 
Entering Unmasked Estep 
Score: -26212286.000000 Penalty: 6083.964355
	Iteration 41Q: 3 clusters Score -2.621229e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180741 members 
Mstep: Class 2 contains 31623 members 
Entering Unmasked Estep 
Score: -26212392.000000 Penalty: 6083.964355
	Iteration 42Q: 3 clusters Score -2.621239e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181692 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
Score: -26212584.000000 Penalty: 6083.964355
	Iteration 43Q: 3 clusters Score -2.621258e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182651 members 
Mstep: Class 2 contains 29713 members 
Entering Unmasked Estep 
Score: -26212720.000000 Penalty: 6083.964355
	Iteration 44Q: 3 clusters Score -2.621272e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183602 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -26212818.000000 Penalty: 6083.964355
	Iteration 45Q: 3 clusters Score -2.621282e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184474 members 
Mstep: Class 2 contains 27890 members 
Entering Unmasked Estep 
Score: -26212846.000000 Penalty: 6083.964355
	Iteration 46Q: 3 clusters Score -2.621285e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185279 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -26212896.000000 Penalty: 6083.964355
	Iteration 47Q: 3 clusters Score -2.62129e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186067 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -26213078.000000 Penalty: 6083.964355
	Iteration 48Q: 3 clusters Score -2.621308e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186815 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -26213242.000000 Penalty: 6083.964355
	Iteration 49Q: 3 clusters Score -2.621324e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187544 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -26213252.000000 Penalty: 6083.964355
	Iteration 50Q: 3 clusters Score -2.621325e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188255 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -26213318.000000 Penalty: 6083.964355
	Iteration 51Q: 3 clusters Score -2.621332e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188925 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -26213502.000000 Penalty: 6083.964355
	Iteration 52Q: 3 clusters Score -2.62135e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189560 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -26213450.000000 Penalty: 6083.964355
	Iteration 53Q: 3 clusters Score -2.621345e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190178 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -26213506.000000 Penalty: 6083.964355
	Iteration 54Q: 3 clusters Score -2.621351e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190748 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -26213486.000000 Penalty: 6083.964355
	Iteration 55Q: 3 clusters Score -2.621349e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191371 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -26213480.000000 Penalty: 6083.964355
	Iteration 56Q: 3 clusters Score -2.621348e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191970 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -26213486.000000 Penalty: 6083.964355
	Iteration 57Q: 3 clusters Score -2.621349e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192555 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -26213514.000000 Penalty: 6083.964355
	Iteration 58Q: 3 clusters Score -2.621351e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193145 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -26213508.000000 Penalty: 6083.964355
	Iteration 59Q: 3 clusters Score -2.621351e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193713 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -26213504.000000 Penalty: 6083.964355
	Iteration 60F: 3 clusters Score -2.62135e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194279 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -26213430.000000 Penalty: 6083.964355
	Iteration 61Q: 3 clusters Score -2.621343e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194874 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -26213398.000000 Penalty: 6083.964355
	Iteration 62Q: 3 clusters Score -2.62134e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195472 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -26213504.000000 Penalty: 6083.964355
	Iteration 63Q: 3 clusters Score -2.62135e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196029 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -26213508.000000 Penalty: 6083.964355
	Iteration 64Q: 3 clusters Score -2.621351e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196565 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -26213506.000000 Penalty: 6083.964355
	Iteration 65Q: 3 clusters Score -2.621351e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197111 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -26213462.000000 Penalty: 6083.964355
	Iteration 66Q: 3 clusters Score -2.621346e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197677 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -26213530.000000 Penalty: 6083.964355
	Iteration 67Q: 3 clusters Score -2.621353e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198242 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -26213530.000000 Penalty: 6083.964355
	Iteration 68Q: 3 clusters Score -2.621353e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198803 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -26213628.000000 Penalty: 6083.964355
	Iteration 69Q: 3 clusters Score -2.621363e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199354 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -26213674.000000 Penalty: 6083.964355
	Iteration 70Q: 3 clusters Score -2.621367e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199874 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -26213710.000000 Penalty: 6083.964355
	Iteration 71Q: 3 clusters Score -2.621371e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200369 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -26213776.000000 Penalty: 6083.964355
	Iteration 72Q: 3 clusters Score -2.621378e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200862 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -26213824.000000 Penalty: 6083.964355
	Iteration 73Q: 3 clusters Score -2.621382e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201325 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -26213890.000000 Penalty: 6083.964355
	Iteration 74Q: 3 clusters Score -2.621389e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201783 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -26213962.000000 Penalty: 6083.964355
	Iteration 75Q: 3 clusters Score -2.621396e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202234 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -26214030.000000 Penalty: 6083.964355
	Iteration 76Q: 3 clusters Score -2.621403e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202682 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -26214062.000000 Penalty: 6083.964355
	Iteration 77Q: 3 clusters Score -2.621406e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203142 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -26214096.000000 Penalty: 6083.964355
	Iteration 78Q: 3 clusters Score -2.62141e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203608 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -26214136.000000 Penalty: 6083.964355
	Iteration 79Q: 3 clusters Score -2.621414e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204033 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -26214046.000000 Penalty: 6083.964355
	Iteration 80F: 3 clusters Score -2.621405e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204430 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -26214122.000000 Penalty: 6083.964355
	Iteration 81Q: 3 clusters Score -2.621412e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204808 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -26214162.000000 Penalty: 6083.964355
	Iteration 82Q: 3 clusters Score -2.621416e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205170 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -26214168.000000 Penalty: 6083.964355
	Iteration 83Q: 3 clusters Score -2.621417e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205518 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -26214198.000000 Penalty: 6083.964355
	Iteration 84Q: 3 clusters Score -2.62142e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205855 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -26214238.000000 Penalty: 6083.964355
	Iteration 85Q: 3 clusters Score -2.621424e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206213 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -26214230.000000 Penalty: 6083.964355
	Iteration 86Q: 3 clusters Score -2.621423e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206544 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -26214348.000000 Penalty: 6083.964355
	Iteration 87Q: 3 clusters Score -2.621435e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206870 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -26214356.000000 Penalty: 6083.964355
	Iteration 88Q: 3 clusters Score -2.621436e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207202 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -26214430.000000 Penalty: 6083.964355
	Iteration 89Q: 3 clusters Score -2.621443e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207489 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -26214478.000000 Penalty: 6083.964355
	Iteration 90Q: 3 clusters Score -2.621448e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207753 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -26214464.000000 Penalty: 6083.964355
	Iteration 91Q: 3 clusters Score -2.621446e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208011 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -26214506.000000 Penalty: 6083.964355
	Iteration 92Q: 3 clusters Score -2.621451e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208225 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -26214520.000000 Penalty: 6083.964355
	Iteration 93Q: 3 clusters Score -2.621452e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208431 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -26214570.000000 Penalty: 6083.964355
	Iteration 94Q: 3 clusters Score -2.621457e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208594 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -26214600.000000 Penalty: 6083.964355
	Iteration 95Q: 3 clusters Score -2.62146e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208755 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -26214610.000000 Penalty: 6083.964355
	Iteration 96Q: 3 clusters Score -2.621461e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208884 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -26214594.000000 Penalty: 6083.964355
	Iteration 97Q: 3 clusters Score -2.621459e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209005 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -26214650.000000 Penalty: 6083.964355
	Iteration 98Q: 3 clusters Score -2.621465e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209124 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -26214668.000000 Penalty: 6083.964355
	Iteration 99Q: 3 clusters Score -2.621467e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209217 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -26214640.000000 Penalty: 6083.964355
	Iteration 100F: 3 clusters Score -2.621464e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209291 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -26214646.000000 Penalty: 6083.964355
	Iteration 101Q: 3 clusters Score -2.621465e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209361 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -26214692.000000 Penalty: 6083.964355
	Iteration 102Q: 3 clusters Score -2.621469e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209433 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -26214696.000000 Penalty: 6083.964355
	Iteration 103Q: 3 clusters Score -2.62147e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209502 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -26214684.000000 Penalty: 6083.964355
	Iteration 104Q: 3 clusters Score -2.621468e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209555 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -26214700.000000 Penalty: 6083.964355
	Iteration 105Q: 3 clusters Score -2.62147e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209598 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -26214716.000000 Penalty: 6083.964355
	Iteration 106Q: 3 clusters Score -2.621472e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209638 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -26214726.000000 Penalty: 6083.964355
	Iteration 107Q: 3 clusters Score -2.621473e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209668 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -26214702.000000 Penalty: 6083.964355
	Iteration 108Q: 3 clusters Score -2.62147e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209693 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -26214700.000000 Penalty: 6083.964355
	Iteration 109Q: 3 clusters Score -2.62147e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209711 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -26214716.000000 Penalty: 6083.964355
	Iteration 110Q: 3 clusters Score -2.621472e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209724 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -26214714.000000 Penalty: 6083.964355
	Iteration 111Q: 3 clusters Score -2.621471e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209740 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -26214706.000000 Penalty: 6083.964355
	Iteration 112Q: 3 clusters Score -2.621471e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209751 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -26214732.000000 Penalty: 6083.964355
	Iteration 113Q: 3 clusters Score -2.621473e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209759 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -26214728.000000 Penalty: 6083.964355
	Iteration 114Q: 3 clusters Score -2.621473e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209769 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -26214728.000000 Penalty: 6083.964355
	Iteration 115Q: 3 clusters Score -2.621473e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209787 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -26214750.000000 Penalty: 6083.964355
	Iteration 116Q: 3 clusters Score -2.621475e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209803 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -26214736.000000 Penalty: 6083.964355
	Iteration 117Q: 3 clusters Score -2.621474e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209820 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -26214742.000000 Penalty: 6083.964355
	Iteration 118Q: 3 clusters Score -2.621474e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209843 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -26214750.000000 Penalty: 6083.964355
	Iteration 119Q: 3 clusters Score -2.621475e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209865 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -26214732.000000 Penalty: 6083.964355
	Iteration 120F: 3 clusters Score -2.621473e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209883 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -26214730.000000 Penalty: 6083.964355
	Iteration 121Q: 3 clusters Score -2.621473e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209907 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -26214730.000000 Penalty: 6083.964355
	Iteration 122Q: 3 clusters Score -2.621473e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209929 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -26214730.000000 Penalty: 6083.964355
	Iteration 123Q: 3 clusters Score -2.621473e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209947 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -26214728.000000 Penalty: 6083.964355
	Iteration 124Q: 3 clusters Score -2.621473e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209964 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -26214706.000000 Penalty: 6083.964355
	Iteration 125Q: 3 clusters Score -2.621471e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209975 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -26214716.000000 Penalty: 6083.964355
	Iteration 126Q: 3 clusters Score -2.621472e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209986 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -26214694.000000 Penalty: 6083.964355
	Iteration 127Q: 3 clusters Score -2.621469e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209994 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -26214694.000000 Penalty: 6083.964355
	Iteration 128Q: 3 clusters Score -2.621469e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210002 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -26214720.000000 Penalty: 6083.964355
	Iteration 129Q: 3 clusters Score -2.621472e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210014 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -26214708.000000 Penalty: 6083.964355
	Iteration 130Q: 3 clusters Score -2.621471e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210024 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -26214690.000000 Penalty: 6083.964355
	Iteration 131Q: 3 clusters Score -2.621469e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210033 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -26214692.000000 Penalty: 6083.964355
	Iteration 132Q: 3 clusters Score -2.621469e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210042 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -26214670.000000 Penalty: 6083.964355
	Iteration 133Q: 3 clusters Score -2.621467e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210050 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -26214680.000000 Penalty: 6083.964355
	Iteration 134Q: 3 clusters Score -2.621468e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210060 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -26214662.000000 Penalty: 6083.964355
	Iteration 135Q: 3 clusters Score -2.621466e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210067 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -26214676.000000 Penalty: 6083.964355
	Iteration 136Q: 3 clusters Score -2.621468e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210074 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -26214664.000000 Penalty: 6083.964355
	Iteration 137Q: 3 clusters Score -2.621466e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210077 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -26214660.000000 Penalty: 6083.964355
	Iteration 138Q: 3 clusters Score -2.621466e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210083 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -26214668.000000 Penalty: 6083.964355
	Iteration 139Q: 3 clusters Score -2.621467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210089 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -26214686.000000 Penalty: 6083.964355
	Iteration 140F: 3 clusters Score -2.621469e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210092 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -26214682.000000 Penalty: 6083.964355
	Iteration 141Q: 3 clusters Score -2.621468e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210097 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -26214696.000000 Penalty: 6083.964355
	Iteration 142Q: 3 clusters Score -2.62147e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210102 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -26214702.000000 Penalty: 6083.964355
	Iteration 143Q: 3 clusters Score -2.62147e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210104 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -26214700.000000 Penalty: 6083.964355
	Iteration 144Q: 3 clusters Score -2.62147e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210108 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -26214682.000000 Penalty: 6083.964355
	Iteration 145Q: 3 clusters Score -2.621468e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210112 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -26214692.000000 Penalty: 6083.964355
	Iteration 146Q: 3 clusters Score -2.621469e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210116 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -26214694.000000 Penalty: 6083.964355
	Iteration 147Q: 3 clusters Score -2.621469e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210116 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -26214694.000000 Penalty: 6083.964355
	Iteration 148F: 3 clusters Score -2.621469e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Entering Unmasked Estep 
Score: -1883196.375000 Penalty: 2406.985107
	Iteration 0F: 2 clusters Score -1883196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1871396.750000 Penalty: 4813.970215
	Iteration 0F: 3 clusters Score -1871397 nChanged 7143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1875465.375000 Penalty: 4813.970215
	Iteration 1F: 3 clusters Score -1875465 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1876216.500000 Penalty: 4813.970215
	Iteration 2F: 3 clusters Score -1876216 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1876996.375000 Penalty: 4813.970215
	Iteration 3F: 3 clusters Score -1876996 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1877774.375000 Penalty: 4813.970215
	Iteration 4F: 3 clusters Score -1877774 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1878466.875000 Penalty: 4813.970215
	Iteration 5F: 3 clusters Score -1878467 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1879127.625000 Penalty: 4813.970215
	Iteration 6F: 3 clusters Score -1879128 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1879945.000000 Penalty: 4813.970215
	Iteration 7F: 3 clusters Score -1879945 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1880824.750000 Penalty: 4813.970215
	Iteration 8F: 3 clusters Score -1880825 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1881566.500000 Penalty: 4813.970215
	Iteration 9Q: 3 clusters Score -1881566 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1881996.250000 Penalty: 4813.970215
	Iteration 10Q: 3 clusters Score -1881996 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1882187.125000 Penalty: 4813.970215
	Iteration 11Q: 3 clusters Score -1882187 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1882272.500000 Penalty: 4813.970215
	Iteration 12Q: 3 clusters Score -1882272 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1882314.500000 Penalty: 4813.970215
	Iteration 13Q: 3 clusters Score -1882314 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1882333.750000 Penalty: 4813.970215
	Iteration 14Q: 3 clusters Score -1882334 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1882348.375000 Penalty: 4813.970215
	Iteration 15Q: 3 clusters Score -1882348 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1882351.250000 Penalty: 4813.970215
	Iteration 16Q: 3 clusters Score -1882351 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1882356.375000 Penalty: 4813.970215
	Iteration 17Q: 3 clusters Score -1882356 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1882358.125000 Penalty: 4813.970215
	Iteration 18Q: 3 clusters Score -1882358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1882355.625000 Penalty: 4813.970215
	Iteration 19Q: 3 clusters Score -1882356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1882357.000000 Penalty: 4813.970215
	Iteration 20F: 3 clusters Score -1882357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1882359.125000 Penalty: 4813.970215
	Iteration 21Q: 3 clusters Score -1882359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1882360.625000 Penalty: 4813.970215
	Iteration 22Q: 3 clusters Score -1882361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1882360.625000 Penalty: 4813.970215
	Iteration 23F: 3 clusters Score -1882361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Entering Unmasked Estep 
Score: -1353431.125000 Penalty: 2314.781494
	Iteration 0F: 2 clusters Score -1353431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1345025.250000 Penalty: 4629.562988
	Iteration 0F: 3 clusters Score -1345025 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1347484.000000 Penalty: 4629.562988
	Iteration 1F: 3 clusters Score -1347484 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1347821.750000 Penalty: 4629.562988
	Iteration 2F: 3 clusters Score -1347822 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1348128.000000 Penalty: 4629.562988
	Iteration 3F: 3 clusters Score -1348128 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1348430.125000 Penalty: 4629.562988
	Iteration 4F: 3 clusters Score -1348430 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1348779.250000 Penalty: 4629.562988
	Iteration 5F: 3 clusters Score -1348779 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1349139.625000 Penalty: 4629.562988
	Iteration 6F: 3 clusters Score -1349140 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1349541.875000 Penalty: 4629.562988
	Iteration 7F: 3 clusters Score -1349542 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1349925.500000 Penalty: 4629.562988
	Iteration 8Q: 3 clusters Score -1349926 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1350241.125000 Penalty: 4629.562988
	Iteration 9Q: 3 clusters Score -1350241 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1350480.500000 Penalty: 4629.562988
	Iteration 10Q: 3 clusters Score -1350480 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1350662.125000 Penalty: 4629.562988
	Iteration 11Q: 3 clusters Score -1350662 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1350804.625000 Penalty: 4629.562988
	Iteration 12Q: 3 clusters Score -1350805 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1350912.375000 Penalty: 4629.562988
	Iteration 13Q: 3 clusters Score -1350912 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1350989.500000 Penalty: 4629.562988
	Iteration 14Q: 3 clusters Score -1350990 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1351058.750000 Penalty: 4629.562988
	Iteration 15Q: 3 clusters Score -1351059 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1351137.375000 Penalty: 4629.562988
	Iteration 16Q: 3 clusters Score -1351137 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1351187.875000 Penalty: 4629.562988
	Iteration 17Q: 3 clusters Score -1351188 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1351238.625000 Penalty: 4629.562988
	Iteration 18Q: 3 clusters Score -1351239 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1351280.250000 Penalty: 4629.562988
	Iteration 19Q: 3 clusters Score -1351280 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1351314.875000 Penalty: 4629.562988
	Iteration 20F: 3 clusters Score -1351315 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1351350.750000 Penalty: 4629.562988
	Iteration 21Q: 3 clusters Score -1351351 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1351389.875000 Penalty: 4629.562988
	Iteration 22Q: 3 clusters Score -1351390 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1351419.750000 Penalty: 4629.562988
	Iteration 23Q: 3 clusters Score -1351420 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1351443.250000 Penalty: 4629.562988
	Iteration 24Q: 3 clusters Score -1351443 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1351462.250000 Penalty: 4629.562988
	Iteration 25Q: 3 clusters Score -1351462 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1351475.125000 Penalty: 4629.562988
	Iteration 26Q: 3 clusters Score -1351475 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1351487.375000 Penalty: 4629.562988
	Iteration 27Q: 3 clusters Score -1351487 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1351495.125000 Penalty: 4629.562988
	Iteration 28Q: 3 clusters Score -1351495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1351499.750000 Penalty: 4629.562988
	Iteration 29Q: 3 clusters Score -1351500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1351506.750000 Penalty: 4629.562988
	Iteration 30Q: 3 clusters Score -1351507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1351509.000000 Penalty: 4629.562988
	Iteration 31Q: 3 clusters Score -1351509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1351506.750000 Penalty: 4629.562988
	Iteration 32Q: 3 clusters Score -1351507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1351507.625000 Penalty: 4629.562988
	Iteration 33Q: 3 clusters Score -1351508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1351506.250000 Penalty: 4629.562988
	Iteration 34Q: 3 clusters Score -1351506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1351506.500000 Penalty: 4629.562988
	Iteration 35Q: 3 clusters Score -1351506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1351506.500000 Penalty: 4629.562988
	Iteration 36F: 3 clusters Score -1351506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Entering Unmasked Estep 
Score: -1643681.375000 Penalty: 2375.232422
	Iteration 0F: 2 clusters Score -1643681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1633226.000000 Penalty: 4750.464844
	Iteration 0F: 3 clusters Score -1633226 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1636685.500000 Penalty: 4750.464844
	Iteration 1F: 3 clusters Score -1636686 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1637242.625000 Penalty: 4750.464844
	Iteration 2F: 3 clusters Score -1637243 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1637765.625000 Penalty: 4750.464844
	Iteration 3F: 3 clusters Score -1637766 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1638386.750000 Penalty: 4750.464844
	Iteration 4F: 3 clusters Score -1638387 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1639002.750000 Penalty: 4750.464844
	Iteration 5F: 3 clusters Score -1639003 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1639567.375000 Penalty: 4750.464844
	Iteration 6F: 3 clusters Score -1639567 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1640064.125000 Penalty: 4750.464844
	Iteration 7Q: 3 clusters Score -1640064 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1640495.125000 Penalty: 4750.464844
	Iteration 8Q: 3 clusters Score -1640495 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1640920.500000 Penalty: 4750.464844
	Iteration 9Q: 3 clusters Score -1640920 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1641373.125000 Penalty: 4750.464844
	Iteration 10Q: 3 clusters Score -1641373 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1641904.000000 Penalty: 4750.464844
	Iteration 11Q: 3 clusters Score -1641904 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1642498.500000 Penalty: 4750.464844
	Iteration 12Q: 3 clusters Score -1642498 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1642926.375000 Penalty: 4750.464844
	Iteration 13Q: 3 clusters Score -1642926 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1643176.500000 Penalty: 4750.464844
	Iteration 14Q: 3 clusters Score -1643176 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1643322.750000 Penalty: 4750.464844
	Iteration 15Q: 3 clusters Score -1643323 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1643383.875000 Penalty: 4750.464844
	Iteration 16Q: 3 clusters Score -1643384 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1643414.500000 Penalty: 4750.464844
	Iteration 17Q: 3 clusters Score -1643414 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1643439.375000 Penalty: 4750.464844
	Iteration 18Q: 3 clusters Score -1643439 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1643453.750000 Penalty: 4750.464844
	Iteration 19Q: 3 clusters Score -1643454 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1643459.625000 Penalty: 4750.464844
	Iteration 20F: 3 clusters Score -1643460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1643466.000000 Penalty: 4750.464844
	Iteration 21Q: 3 clusters Score -1643466 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1643465.250000 Penalty: 4750.464844
	Iteration 22Q: 3 clusters Score -1643465 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1643467.750000 Penalty: 4750.464844
	Iteration 23Q: 3 clusters Score -1643468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1643469.500000 Penalty: 4750.464844
	Iteration 24Q: 3 clusters Score -1643470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1643471.375000 Penalty: 4750.464844
	Iteration 25Q: 3 clusters Score -1643471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1643469.875000 Penalty: 4750.464844
	Iteration 26Q: 3 clusters Score -1643470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1643471.000000 Penalty: 4750.464844
	Iteration 27Q: 3 clusters Score -1643471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1643472.000000 Penalty: 4750.464844
	Iteration 28Q: 3 clusters Score -1643472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1643471.125000 Penalty: 4750.464844
	Iteration 29Q: 3 clusters Score -1643471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1643471.875000 Penalty: 4750.464844
	Iteration 30Q: 3 clusters Score -1643472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1643471.125000 Penalty: 4750.464844
	Iteration 31Q: 3 clusters Score -1643471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1643472.500000 Penalty: 4750.464844
	Iteration 32Q: 3 clusters Score -1643472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1643472.250000 Penalty: 4750.464844
	Iteration 33Q: 3 clusters Score -1643472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1643472.250000 Penalty: 4750.464844
	Iteration 34F: 3 clusters Score -1643472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -880276.000000 Penalty: 2227.955078
	Iteration 0F: 2 clusters Score -880276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -873928.750000 Penalty: 4455.910156
	Iteration 0F: 3 clusters Score -873928.8 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -875775.812500 Penalty: 4455.910156
	Iteration 1F: 3 clusters Score -875775.8 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -876293.937500 Penalty: 4455.910156
	Iteration 2F: 3 clusters Score -876293.9 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -876799.562500 Penalty: 4455.910156
	Iteration 3F: 3 clusters Score -876799.6 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -877235.437500 Penalty: 4455.910156
	Iteration 4F: 3 clusters Score -877235.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -877552.312500 Penalty: 4455.910156
	Iteration 5F: 3 clusters Score -877552.3 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -877790.687500 Penalty: 4455.910156
	Iteration 6Q: 3 clusters Score -877790.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -878000.187500 Penalty: 4455.910156
	Iteration 7Q: 3 clusters Score -878000.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -878151.687500 Penalty: 4455.910156
	Iteration 8Q: 3 clusters Score -878151.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -878289.187500 Penalty: 4455.910156
	Iteration 9Q: 3 clusters Score -878289.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -878419.625000 Penalty: 4455.910156
	Iteration 10Q: 3 clusters Score -878419.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -878540.625000 Penalty: 4455.910156
	Iteration 11Q: 3 clusters Score -878540.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -878667.437500 Penalty: 4455.910156
	Iteration 12Q: 3 clusters Score -878667.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -878780.125000 Penalty: 4455.910156
	Iteration 13Q: 3 clusters Score -878780.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -878891.312500 Penalty: 4455.910156
	Iteration 14Q: 3 clusters Score -878891.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -878962.500000 Penalty: 4455.910156
	Iteration 15Q: 3 clusters Score -878962.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -879017.375000 Penalty: 4455.910156
	Iteration 16Q: 3 clusters Score -879017.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -879061.875000 Penalty: 4455.910156
	Iteration 17Q: 3 clusters Score -879061.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -879086.625000 Penalty: 4455.910156
	Iteration 18Q: 3 clusters Score -879086.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -879098.062500 Penalty: 4455.910156
	Iteration 19Q: 3 clusters Score -879098.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -879109.687500 Penalty: 4455.910156
	Iteration 20F: 3 clusters Score -879109.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -879116.687500 Penalty: 4455.910156
	Iteration 21Q: 3 clusters Score -879116.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -879119.437500 Penalty: 4455.910156
	Iteration 22Q: 3 clusters Score -879119.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -879124.312500 Penalty: 4455.910156
	Iteration 23Q: 3 clusters Score -879124.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -879129.062500 Penalty: 4455.910156
	Iteration 24Q: 3 clusters Score -879129.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -879131.625000 Penalty: 4455.910156
	Iteration 25Q: 3 clusters Score -879131.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -879133.937500 Penalty: 4455.910156
	Iteration 26Q: 3 clusters Score -879133.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -879137.000000 Penalty: 4455.910156
	Iteration 27Q: 3 clusters Score -879137 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -879141.125000 Penalty: 4455.910156
	Iteration 28Q: 3 clusters Score -879141.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -879144.500000 Penalty: 4455.910156
	Iteration 29Q: 3 clusters Score -879144.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -879149.562500 Penalty: 4455.910156
	Iteration 30Q: 3 clusters Score -879149.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -879153.750000 Penalty: 4455.910156
	Iteration 31Q: 3 clusters Score -879153.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -879155.125000 Penalty: 4455.910156
	Iteration 32Q: 3 clusters Score -879155.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -879158.062500 Penalty: 4455.910156
	Iteration 33Q: 3 clusters Score -879158.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -879156.812500 Penalty: 4455.910156
	Iteration 34Q: 3 clusters Score -879156.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -879159.625000 Penalty: 4455.910156
	Iteration 35Q: 3 clusters Score -879159.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -879163.562500 Penalty: 4455.910156
	Iteration 36Q: 3 clusters Score -879163.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -879165.062500 Penalty: 4455.910156
	Iteration 37Q: 3 clusters Score -879165.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -879164.812500 Penalty: 4455.910156
	Iteration 38Q: 3 clusters Score -879164.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -879166.812500 Penalty: 4455.910156
	Iteration 39Q: 3 clusters Score -879166.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -879166.812500 Penalty: 4455.910156
	Iteration 40F: 3 clusters Score -879166.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Entering Unmasked Estep 
Score: -2190720.750000 Penalty: 2432.307861
	Iteration 0F: 2 clusters Score -2190721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -2177857.000000 Penalty: 4864.615723
	Iteration 0F: 3 clusters Score -2177857 nChanged 7962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -2182598.250000 Penalty: 4864.615723
	Iteration 1F: 3 clusters Score -2182598 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -2183302.500000 Penalty: 4864.615723
	Iteration 2F: 3 clusters Score -2183302 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -2184007.500000 Penalty: 4864.615723
	Iteration 3F: 3 clusters Score -2184008 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -2184692.000000 Penalty: 4864.615723
	Iteration 4F: 3 clusters Score -2184692 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -2185396.000000 Penalty: 4864.615723
	Iteration 5F: 3 clusters Score -2185396 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -2186139.750000 Penalty: 4864.615723
	Iteration 6F: 3 clusters Score -2186140 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -2186807.250000 Penalty: 4864.615723
	Iteration 7Q: 3 clusters Score -2186807 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -2187321.250000 Penalty: 4864.615723
	Iteration 8Q: 3 clusters Score -2187321 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -2187739.500000 Penalty: 4864.615723
	Iteration 9Q: 3 clusters Score -2187740 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -2188004.250000 Penalty: 4864.615723
	Iteration 10Q: 3 clusters Score -2188004 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -2188167.000000 Penalty: 4864.615723
	Iteration 11Q: 3 clusters Score -2188167 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -2188298.250000 Penalty: 4864.615723
	Iteration 12Q: 3 clusters Score -2188298 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -2188387.250000 Penalty: 4864.615723
	Iteration 13Q: 3 clusters Score -2188387 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -2188458.250000 Penalty: 4864.615723
	Iteration 14Q: 3 clusters Score -2188458 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -2188499.000000 Penalty: 4864.615723
	Iteration 15Q: 3 clusters Score -2188499 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -2188538.750000 Penalty: 4864.615723
	Iteration 16Q: 3 clusters Score -2188539 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -2188576.000000 Penalty: 4864.615723
	Iteration 17Q: 3 clusters Score -2188576 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -2188603.500000 Penalty: 4864.615723
	Iteration 18Q: 3 clusters Score -2188604 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -2188626.000000 Penalty: 4864.615723
	Iteration 19Q: 3 clusters Score -2188626 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -2188653.000000 Penalty: 4864.615723
	Iteration 20F: 3 clusters Score -2188653 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -2188669.250000 Penalty: 4864.615723
	Iteration 21Q: 3 clusters Score -2188669 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -2188685.500000 Penalty: 4864.615723
	Iteration 22Q: 3 clusters Score -2188686 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -2188702.000000 Penalty: 4864.615723
	Iteration 23Q: 3 clusters Score -2188702 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -2188706.500000 Penalty: 4864.615723
	Iteration 24Q: 3 clusters Score -2188706 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -2188725.250000 Penalty: 4864.615723
	Iteration 25Q: 3 clusters Score -2188725 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -2188733.500000 Penalty: 4864.615723
	Iteration 26Q: 3 clusters Score -2188734 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -2188745.750000 Penalty: 4864.615723
	Iteration 27Q: 3 clusters Score -2188746 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -2188755.750000 Penalty: 4864.615723
	Iteration 28Q: 3 clusters Score -2188756 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -2188768.250000 Penalty: 4864.615723
	Iteration 29Q: 3 clusters Score -2188768 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -2188783.250000 Penalty: 4864.615723
	Iteration 30Q: 3 clusters Score -2188783 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -2188789.500000 Penalty: 4864.615723
	Iteration 31Q: 3 clusters Score -2188790 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -2188801.000000 Penalty: 4864.615723
	Iteration 32Q: 3 clusters Score -2188801 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -2188813.250000 Penalty: 4864.615723
	Iteration 33Q: 3 clusters Score -2188813 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -2188825.750000 Penalty: 4864.615723
	Iteration 34Q: 3 clusters Score -2188826 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -2188836.500000 Penalty: 4864.615723
	Iteration 35Q: 3 clusters Score -2188836 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -2188834.500000 Penalty: 4864.615723
	Iteration 36Q: 3 clusters Score -2188834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -2188833.750000 Penalty: 4864.615723
	Iteration 37Q: 3 clusters Score -2188834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -2188833.250000 Penalty: 4864.615723
	Iteration 38Q: 3 clusters Score -2188833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -2188835.500000 Penalty: 4864.615723
	Iteration 39Q: 3 clusters Score -2188836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -2188836.250000 Penalty: 4864.615723
	Iteration 40F: 3 clusters Score -2188836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -2188842.250000 Penalty: 4864.615723
	Iteration 41Q: 3 clusters Score -2188842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -2188843.250000 Penalty: 4864.615723
	Iteration 42Q: 3 clusters Score -2188843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -2188842.000000 Penalty: 4864.615723
	Iteration 43Q: 3 clusters Score -2188842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -2188843.750000 Penalty: 4864.615723
	Iteration 44Q: 3 clusters Score -2188844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -2188841.000000 Penalty: 4864.615723
	Iteration 45Q: 3 clusters Score -2188841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -2188846.000000 Penalty: 4864.615723
	Iteration 46Q: 3 clusters Score -2188846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -2188848.750000 Penalty: 4864.615723
	Iteration 47Q: 3 clusters Score -2188849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -2188851.750000 Penalty: 4864.615723
	Iteration 48Q: 3 clusters Score -2188852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -2188856.000000 Penalty: 4864.615723
	Iteration 49Q: 3 clusters Score -2188856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -2188850.500000 Penalty: 4864.615723
	Iteration 50Q: 3 clusters Score -2188850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -2188857.000000 Penalty: 4864.615723
	Iteration 51Q: 3 clusters Score -2188857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -2188857.000000 Penalty: 4864.615723
	Iteration 52Q: 3 clusters Score -2188857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -2188859.250000 Penalty: 4864.615723
	Iteration 53Q: 3 clusters Score -2188859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -2188860.250000 Penalty: 4864.615723
	Iteration 54Q: 3 clusters Score -2188860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -2188859.250000 Penalty: 4864.615723
	Iteration 55Q: 3 clusters Score -2188859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -2188861.750000 Penalty: 4864.615723
	Iteration 56Q: 3 clusters Score -2188862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -2188863.000000 Penalty: 4864.615723
	Iteration 57Q: 3 clusters Score -2188863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -2188864.750000 Penalty: 4864.615723
	Iteration 58Q: 3 clusters Score -2188865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -2188866.500000 Penalty: 4864.615723
	Iteration 59Q: 3 clusters Score -2188866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -2188865.000000 Penalty: 4864.615723
	Iteration 60F: 3 clusters Score -2188865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -2188864.750000 Penalty: 4864.615723
	Iteration 61Q: 3 clusters Score -2188865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -2188865.000000 Penalty: 4864.615723
	Iteration 62Q: 3 clusters Score -2188865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -2188866.500000 Penalty: 4864.615723
	Iteration 63Q: 3 clusters Score -2188866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -2188867.750000 Penalty: 4864.615723
	Iteration 64Q: 3 clusters Score -2188868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -2188869.250000 Penalty: 4864.615723
	Iteration 65Q: 3 clusters Score -2188869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -2188869.250000 Penalty: 4864.615723
	Iteration 66F: 3 clusters Score -2188869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -43601.976562 Penalty: 1514.541626
	Iteration 0F: 2 clusters Score -43601.98 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 223 members 
Entering Unmasked Estep 
Score: -42202.542969 Penalty: 3029.083252
	Iteration 0F: 3 clusters Score -42202.54 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -42670.843750 Penalty: 3029.083252
	Iteration 1F: 3 clusters Score -42670.84 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -43123.492188 Penalty: 3029.083252
	Iteration 2F: 3 clusters Score -43123.49 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -43474.832031 Penalty: 3029.083252
	Iteration 3F: 3 clusters Score -43474.83 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -43677.714844 Penalty: 3029.083252
	Iteration 4Q: 3 clusters Score -43677.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -43842.199219 Penalty: 3029.083252
	Iteration 5Q: 3 clusters Score -43842.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -43888.210938 Penalty: 3029.083252
	Iteration 6Q: 3 clusters Score -43888.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -43916.636719 Penalty: 3029.083252
	Iteration 7Q: 3 clusters Score -43916.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -43922.820312 Penalty: 3029.083252
	Iteration 8Q: 3 clusters Score -43922.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -43922.820312 Penalty: 3029.083252
	Iteration 9F: 3 clusters Score -43922.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 8658 members 
Mstep: Class 3 contains 15990 members 
Mstep: Class 4 contains 183151 members 
Mstep: Class 5 contains 319949 members 
Mstep: Class 6 contains 8744 members 
Mstep: Class 7 contains 212364 members 
Mstep: Class 8 contains 16409 members 
Mstep: Class 9 contains 11314 members 
Mstep: Class 10 contains 14437 members 
Mstep: Class 11 contains 7972 members 
Mstep: Class 12 contains 18173 members 
Mstep: Class 13 contains 145 members 
Mstep: Class 14 contains 3119 members 
Mstep: Class 15 contains 101692 members 
Mstep: Class 16 contains 191452 members 
Mstep: Class 17 contains 16577 members 
Mstep: Class 18 contains 83816 members 
Mstep: Class 19 contains 25296 members 
Mstep: Class 20 contains 78165 members 
Mstep: Class 21 contains 44369 members 
Mstep: Class 22 contains 53589 members 
Mstep: Class 23 contains 9975 members 
Mstep: Class 24 contains 30478 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12679 members 
Mstep: Class 27 contains 11094 members 
Mstep: Class 28 contains 5657 members 
Mstep: Class 29 contains 12371 members 
Mstep: Class 30 contains 2927 members 
Mstep: Class 31 contains 6738 members 
Mstep: Class 32 contains 10886 members 
Mstep: Class 33 contains 54713 members 
Mstep: Class 34 contains 16850 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131632 members 
Mstep: Class 37 contains 236883 members 
Mstep: Class 38 contains 21723 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 869 members 
Mstep: Class 41 contains 446 members 
Mstep: Class 42 contains 304 members 
Entering Unmasked Estep 
Score: -235494832.000000 Penalty: 151070.828125
Splitting cluster 13 changes total score from -235497200.000000 to -235494832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (3119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Entering Unmasked Estep 
Score: -354710.156250 Penalty: 1995.226440
	Iteration 0F: 2 clusters Score -354710.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -351322.156250 Penalty: 3990.452881
	Iteration 0F: 3 clusters Score -351322.2 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -352067.625000 Penalty: 3990.452881
	Iteration 1F: 3 clusters Score -352067.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -352289.093750 Penalty: 3990.452881
	Iteration 2F: 3 clusters Score -352289.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -352445.812500 Penalty: 3990.452881
	Iteration 3F: 3 clusters Score -352445.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -352580.500000 Penalty: 3990.452881
	Iteration 4Q: 3 clusters Score -352580.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -352703.093750 Penalty: 3990.452881
	Iteration 5Q: 3 clusters Score -352703.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -352826.000000 Penalty: 3990.452881
	Iteration 6Q: 3 clusters Score -352826 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -352946.750000 Penalty: 3990.452881
	Iteration 7Q: 3 clusters Score -352946.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -353077.625000 Penalty: 3990.452881
	Iteration 8Q: 3 clusters Score -353077.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -353234.718750 Penalty: 3990.452881
	Iteration 9Q: 3 clusters Score -353234.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -353394.687500 Penalty: 3990.452881
	Iteration 10Q: 3 clusters Score -353394.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -353514.125000 Penalty: 3990.452881
	Iteration 11Q: 3 clusters Score -353514.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -353623.500000 Penalty: 3990.452881
	Iteration 12Q: 3 clusters Score -353623.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -353700.281250 Penalty: 3990.452881
	Iteration 13Q: 3 clusters Score -353700.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -353763.343750 Penalty: 3990.452881
	Iteration 14Q: 3 clusters Score -353763.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -353815.031250 Penalty: 3990.452881
	Iteration 15Q: 3 clusters Score -353815 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -353854.843750 Penalty: 3990.452881
	Iteration 16Q: 3 clusters Score -353854.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -353885.468750 Penalty: 3990.452881
	Iteration 17Q: 3 clusters Score -353885.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -353924.093750 Penalty: 3990.452881
	Iteration 18Q: 3 clusters Score -353924.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -353970.406250 Penalty: 3990.452881
	Iteration 19Q: 3 clusters Score -353970.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -354033.906250 Penalty: 3990.452881
	Iteration 20F: 3 clusters Score -354033.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -354071.781250 Penalty: 3990.452881
	Iteration 21Q: 3 clusters Score -354071.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -354080.937500 Penalty: 3990.452881
	Iteration 22Q: 3 clusters Score -354080.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -354084.406250 Penalty: 3990.452881
	Iteration 23Q: 3 clusters Score -354084.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -354084.968750 Penalty: 3990.452881
	Iteration 24Q: 3 clusters Score -354085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -354085.031250 Penalty: 3990.452881
	Iteration 25Q: 3 clusters Score -354085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -354085.812500 Penalty: 3990.452881
	Iteration 26Q: 3 clusters Score -354085.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -354085.812500 Penalty: 3990.452881
	Iteration 27F: 3 clusters Score -354085.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (101692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101692 members 
Entering Unmasked Estep 
Score: -12471794.000000 Penalty: 2859.366699
	Iteration 0F: 2 clusters Score -1.247179e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50975 members 
Mstep: Class 2 contains 50717 members 
Entering Unmasked Estep 
Score: -12403897.000000 Penalty: 5718.733398
	Iteration 0F: 3 clusters Score -1.24039e+07 nChanged 48052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53091 members 
Mstep: Class 2 contains 48601 members 
Entering Unmasked Estep 
Score: -12431676.000000 Penalty: 5718.733398
	Iteration 1F: 3 clusters Score -1.243168e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54423 members 
Mstep: Class 2 contains 47269 members 
Entering Unmasked Estep 
Score: -12432770.000000 Penalty: 5718.733398
	Iteration 2Q: 3 clusters Score -1.243277e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56510 members 
Mstep: Class 2 contains 45182 members 
Entering Unmasked Estep 
Score: -12434211.000000 Penalty: 5718.733398
	Iteration 3Q: 3 clusters Score -1.243421e+07 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59553 members 
Mstep: Class 2 contains 42139 members 
Entering Unmasked Estep 
Score: -12436075.000000 Penalty: 5718.733398
	Iteration 4Q: 3 clusters Score -1.243608e+07 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63938 members 
Mstep: Class 2 contains 37754 members 
Entering Unmasked Estep 
Score: -12439163.000000 Penalty: 5718.733398
	Iteration 5F: 3 clusters Score -1.243916e+07 nChanged 6852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69856 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -12443826.000000 Penalty: 5718.733398
	Iteration 6F: 3 clusters Score -1.244383e+07 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76849 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -12449695.000000 Penalty: 5718.733398
	Iteration 7F: 3 clusters Score -1.24497e+07 nChanged 7067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83616 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -12456199.000000 Penalty: 5718.733398
	Iteration 8F: 3 clusters Score -1.24562e+07 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88882 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -12461774.000000 Penalty: 5718.733398
	Iteration 9F: 3 clusters Score -1.246177e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92076 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -12465590.000000 Penalty: 5718.733398
	Iteration 10Q: 3 clusters Score -1.246559e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93690 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -12467667.000000 Penalty: 5718.733398
	Iteration 11Q: 3 clusters Score -1.246767e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94653 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -12468456.000000 Penalty: 5718.733398
	Iteration 12Q: 3 clusters Score -1.246846e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95337 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -12468900.000000 Penalty: 5718.733398
	Iteration 13Q: 3 clusters Score -1.24689e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95873 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -12469133.000000 Penalty: 5718.733398
	Iteration 14Q: 3 clusters Score -1.246913e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96322 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -12469285.000000 Penalty: 5718.733398
	Iteration 15Q: 3 clusters Score -1.246928e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96700 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -12469381.000000 Penalty: 5718.733398
	Iteration 16Q: 3 clusters Score -1.246938e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97023 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -12469456.000000 Penalty: 5718.733398
	Iteration 17Q: 3 clusters Score -1.246946e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97286 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -12469526.000000 Penalty: 5718.733398
	Iteration 18Q: 3 clusters Score -1.246953e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97510 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -12469583.000000 Penalty: 5718.733398
	Iteration 19Q: 3 clusters Score -1.246958e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97697 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -12469664.000000 Penalty: 5718.733398
	Iteration 20F: 3 clusters Score -1.246966e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97853 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -12469710.000000 Penalty: 5718.733398
	Iteration 21Q: 3 clusters Score -1.246971e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97978 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -12469742.000000 Penalty: 5718.733398
	Iteration 22Q: 3 clusters Score -1.246974e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98102 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -12469768.000000 Penalty: 5718.733398
	Iteration 23Q: 3 clusters Score -1.246977e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98208 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -12469794.000000 Penalty: 5718.733398
	Iteration 24Q: 3 clusters Score -1.246979e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98292 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -12469805.000000 Penalty: 5718.733398
	Iteration 25Q: 3 clusters Score -1.24698e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98380 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -12469818.000000 Penalty: 5718.733398
	Iteration 26Q: 3 clusters Score -1.246982e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98452 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -12469823.000000 Penalty: 5718.733398
	Iteration 27Q: 3 clusters Score -1.246982e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98512 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -12469820.000000 Penalty: 5718.733398
	Iteration 28Q: 3 clusters Score -1.246982e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98564 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -12469834.000000 Penalty: 5718.733398
	Iteration 29Q: 3 clusters Score -1.246983e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98615 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -12469864.000000 Penalty: 5718.733398
	Iteration 30Q: 3 clusters Score -1.246986e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98666 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -12469881.000000 Penalty: 5718.733398
	Iteration 31Q: 3 clusters Score -1.246988e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98724 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -12469884.000000 Penalty: 5718.733398
	Iteration 32Q: 3 clusters Score -1.246988e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98771 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -12469890.000000 Penalty: 5718.733398
	Iteration 33Q: 3 clusters Score -1.246989e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98804 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -12469910.000000 Penalty: 5718.733398
	Iteration 34Q: 3 clusters Score -1.246991e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98838 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -12469914.000000 Penalty: 5718.733398
	Iteration 35Q: 3 clusters Score -1.246991e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98880 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -12469916.000000 Penalty: 5718.733398
	Iteration 36Q: 3 clusters Score -1.246992e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98917 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -12469928.000000 Penalty: 5718.733398
	Iteration 37Q: 3 clusters Score -1.246993e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98949 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -12469927.000000 Penalty: 5718.733398
	Iteration 38Q: 3 clusters Score -1.246993e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98973 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -12469939.000000 Penalty: 5718.733398
	Iteration 39Q: 3 clusters Score -1.246994e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98997 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -12469950.000000 Penalty: 5718.733398
	Iteration 40F: 3 clusters Score -1.246995e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99027 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -12469951.000000 Penalty: 5718.733398
	Iteration 41Q: 3 clusters Score -1.246995e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99046 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -12469941.000000 Penalty: 5718.733398
	Iteration 42Q: 3 clusters Score -1.246994e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99056 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -12469939.000000 Penalty: 5718.733398
	Iteration 43Q: 3 clusters Score -1.246994e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99068 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -12469959.000000 Penalty: 5718.733398
	Iteration 44Q: 3 clusters Score -1.246996e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99082 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -12469947.000000 Penalty: 5718.733398
	Iteration 45Q: 3 clusters Score -1.246995e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99098 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -12469961.000000 Penalty: 5718.733398
	Iteration 46Q: 3 clusters Score -1.246996e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99106 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -12469960.000000 Penalty: 5718.733398
	Iteration 47Q: 3 clusters Score -1.246996e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99116 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -12469947.000000 Penalty: 5718.733398
	Iteration 48Q: 3 clusters Score -1.246995e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99127 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -12469948.000000 Penalty: 5718.733398
	Iteration 49Q: 3 clusters Score -1.246995e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99137 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -12469966.000000 Penalty: 5718.733398
	Iteration 50Q: 3 clusters Score -1.246997e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99153 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -12469960.000000 Penalty: 5718.733398
	Iteration 51Q: 3 clusters Score -1.246996e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99162 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -12469962.000000 Penalty: 5718.733398
	Iteration 52Q: 3 clusters Score -1.246996e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99167 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -12469961.000000 Penalty: 5718.733398
	Iteration 53Q: 3 clusters Score -1.246996e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99174 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -12469950.000000 Penalty: 5718.733398
	Iteration 54Q: 3 clusters Score -1.246995e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99183 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -12469953.000000 Penalty: 5718.733398
	Iteration 55Q: 3 clusters Score -1.246995e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99195 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -12469955.000000 Penalty: 5718.733398
	Iteration 56Q: 3 clusters Score -1.246996e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99204 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -12469950.000000 Penalty: 5718.733398
	Iteration 57Q: 3 clusters Score -1.246995e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99209 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -12469955.000000 Penalty: 5718.733398
	Iteration 58Q: 3 clusters Score -1.246996e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99213 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -12469960.000000 Penalty: 5718.733398
	Iteration 59Q: 3 clusters Score -1.246996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99218 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -12469956.000000 Penalty: 5718.733398
	Iteration 60F: 3 clusters Score -1.246996e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99220 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -12469953.000000 Penalty: 5718.733398
	Iteration 61Q: 3 clusters Score -1.246995e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99222 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -12469955.000000 Penalty: 5718.733398
	Iteration 62Q: 3 clusters Score -1.246996e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99224 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -12469947.000000 Penalty: 5718.733398
	Iteration 63Q: 3 clusters Score -1.246995e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99224 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -12469949.000000 Penalty: 5718.733398
	Iteration 64Q: 3 clusters Score -1.246995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99227 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -12469947.000000 Penalty: 5718.733398
	Iteration 65Q: 3 clusters Score -1.246995e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99227 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -12469942.000000 Penalty: 5718.733398
	Iteration 66Q: 3 clusters Score -1.246994e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99228 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -12469942.000000 Penalty: 5718.733398
	Iteration 67Q: 3 clusters Score -1.246994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99230 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -12469938.000000 Penalty: 5718.733398
	Iteration 68Q: 3 clusters Score -1.246994e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99231 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -12469944.000000 Penalty: 5718.733398
	Iteration 69Q: 3 clusters Score -1.246994e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99231 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -12469944.000000 Penalty: 5718.733398
	Iteration 70F: 3 clusters Score -1.246994e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (191452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191452 members 
Entering Unmasked Estep 
Score: -22838214.000000 Penalty: 3016.273438
	Iteration 0F: 2 clusters Score -2.283821e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95910 members 
Mstep: Class 2 contains 95542 members 
Entering Unmasked Estep 
Score: -22710240.000000 Penalty: 6032.546875
	Iteration 0F: 3 clusters Score -2.271024e+07 nChanged 91942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101810 members 
Mstep: Class 2 contains 89642 members 
Entering Unmasked Estep 
Score: -22764848.000000 Penalty: 6032.546875
	Iteration 1F: 3 clusters Score -2.276485e+07 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105585 members 
Mstep: Class 2 contains 85867 members 
Entering Unmasked Estep 
Score: -22766656.000000 Penalty: 6032.546875
	Iteration 2Q: 3 clusters Score -2.276666e+07 nChanged 8047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111350 members 
Mstep: Class 2 contains 80102 members 
Entering Unmasked Estep 
Score: -22769584.000000 Penalty: 6032.546875
	Iteration 3Q: 3 clusters Score -2.276958e+07 nChanged 9889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119695 members 
Mstep: Class 2 contains 71757 members 
Entering Unmasked Estep 
Score: -22774234.000000 Penalty: 6032.546875
	Iteration 4F: 3 clusters Score -2.277423e+07 nChanged 12441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131140 members 
Mstep: Class 2 contains 60312 members 
Entering Unmasked Estep 
Score: -22781352.000000 Penalty: 6032.546875
	Iteration 5F: 3 clusters Score -2.278135e+07 nChanged 14705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145439 members 
Mstep: Class 2 contains 46013 members 
Entering Unmasked Estep 
Score: -22792406.000000 Penalty: 6032.546875
	Iteration 6F: 3 clusters Score -2.279241e+07 nChanged 15665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160978 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -22806182.000000 Penalty: 6032.546875
	Iteration 7F: 3 clusters Score -2.280618e+07 nChanged 13978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174942 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -22819720.000000 Penalty: 6032.546875
	Iteration 8F: 3 clusters Score -2.281972e+07 nChanged 9557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184499 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -22828970.000000 Penalty: 6032.546875
	Iteration 9Q: 3 clusters Score -2.282897e+07 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189144 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -22833342.000000 Penalty: 6032.546875
	Iteration 10Q: 3 clusters Score -2.283334e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190703 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -22834778.000000 Penalty: 6032.546875
	Iteration 11Q: 3 clusters Score -2.283478e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191100 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -22835200.000000 Penalty: 6032.546875
	Iteration 12Q: 3 clusters Score -2.28352e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191191 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -22835318.000000 Penalty: 6032.546875
	Iteration 13Q: 3 clusters Score -2.283532e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191214 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -22835384.000000 Penalty: 6032.546875
	Iteration 14Q: 3 clusters Score -2.283538e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191226 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -22835412.000000 Penalty: 6032.546875
	Iteration 15Q: 3 clusters Score -2.283541e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191231 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -22835420.000000 Penalty: 6032.546875
	Iteration 16Q: 3 clusters Score -2.283542e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191235 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -22835416.000000 Penalty: 6032.546875
	Iteration 17Q: 3 clusters Score -2.283542e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191237 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -22835428.000000 Penalty: 6032.546875
	Iteration 18Q: 3 clusters Score -2.283543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191240 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -22835432.000000 Penalty: 6032.546875
	Iteration 19Q: 3 clusters Score -2.283543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191241 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -22835434.000000 Penalty: 6032.546875
	Iteration 20F: 3 clusters Score -2.283543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191241 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -22835448.000000 Penalty: 6032.546875
	Iteration 21Q: 3 clusters Score -2.283545e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191243 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -22835442.000000 Penalty: 6032.546875
	Iteration 22Q: 3 clusters Score -2.283544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191244 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -22835448.000000 Penalty: 6032.546875
	Iteration 23Q: 3 clusters Score -2.283545e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191245 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -22835446.000000 Penalty: 6032.546875
	Iteration 24Q: 3 clusters Score -2.283545e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191244 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -22835442.000000 Penalty: 6032.546875
	Iteration 25Q: 3 clusters Score -2.283544e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191244 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -22835442.000000 Penalty: 6032.546875
	Iteration 26F: 3 clusters Score -2.283544e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Entering Unmasked Estep 
Score: -2010214.500000 Penalty: 2409.511475
	Iteration 0F: 2 clusters Score -2010214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1998241.125000 Penalty: 4819.022949
	Iteration 0F: 3 clusters Score -1998241 nChanged 7242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -2002160.375000 Penalty: 4819.022949
	Iteration 1F: 3 clusters Score -2002160 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -2002569.625000 Penalty: 4819.022949
	Iteration 2F: 3 clusters Score -2002570 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -2002950.375000 Penalty: 4819.022949
	Iteration 3Q: 3 clusters Score -2002950 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -2003352.375000 Penalty: 4819.022949
	Iteration 4Q: 3 clusters Score -2003352 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -2003749.125000 Penalty: 4819.022949
	Iteration 5Q: 3 clusters Score -2003749 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -2004190.500000 Penalty: 4819.022949
	Iteration 6Q: 3 clusters Score -2004190 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -2004636.625000 Penalty: 4819.022949
	Iteration 7F: 3 clusters Score -2004637 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -2005060.375000 Penalty: 4819.022949
	Iteration 8Q: 3 clusters Score -2005060 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -2005566.875000 Penalty: 4819.022949
	Iteration 9Q: 3 clusters Score -2005567 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -2006087.625000 Penalty: 4819.022949
	Iteration 10Q: 3 clusters Score -2006088 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -2006672.250000 Penalty: 4819.022949
	Iteration 11Q: 3 clusters Score -2006672 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -2007259.500000 Penalty: 4819.022949
	Iteration 12Q: 3 clusters Score -2007260 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -2007590.375000 Penalty: 4819.022949
	Iteration 13Q: 3 clusters Score -2007590 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -2007734.500000 Penalty: 4819.022949
	Iteration 14Q: 3 clusters Score -2007734 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -2007801.250000 Penalty: 4819.022949
	Iteration 15Q: 3 clusters Score -2007801 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -2007837.500000 Penalty: 4819.022949
	Iteration 16Q: 3 clusters Score -2007838 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -2007873.375000 Penalty: 4819.022949
	Iteration 17Q: 3 clusters Score -2007873 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -2007893.875000 Penalty: 4819.022949
	Iteration 18Q: 3 clusters Score -2007894 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -2007919.000000 Penalty: 4819.022949
	Iteration 19Q: 3 clusters Score -2007919 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -2007934.875000 Penalty: 4819.022949
	Iteration 20F: 3 clusters Score -2007935 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -2007951.875000 Penalty: 4819.022949
	Iteration 21Q: 3 clusters Score -2007952 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -2007972.500000 Penalty: 4819.022949
	Iteration 22Q: 3 clusters Score -2007972 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -2007988.000000 Penalty: 4819.022949
	Iteration 23Q: 3 clusters Score -2007988 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -2008003.875000 Penalty: 4819.022949
	Iteration 24Q: 3 clusters Score -2008004 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -2008007.875000 Penalty: 4819.022949
	Iteration 25Q: 3 clusters Score -2008008 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -2008014.125000 Penalty: 4819.022949
	Iteration 26Q: 3 clusters Score -2008014 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -2008020.250000 Penalty: 4819.022949
	Iteration 27Q: 3 clusters Score -2008020 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -2008028.000000 Penalty: 4819.022949
	Iteration 28Q: 3 clusters Score -2008028 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -2008034.875000 Penalty: 4819.022949
	Iteration 29Q: 3 clusters Score -2008035 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -2008040.000000 Penalty: 4819.022949
	Iteration 30Q: 3 clusters Score -2008040 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -2008051.625000 Penalty: 4819.022949
	Iteration 31Q: 3 clusters Score -2008052 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -2008060.750000 Penalty: 4819.022949
	Iteration 32Q: 3 clusters Score -2008061 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -2008069.000000 Penalty: 4819.022949
	Iteration 33Q: 3 clusters Score -2008069 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -2008080.500000 Penalty: 4819.022949
	Iteration 34Q: 3 clusters Score -2008080 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -2008089.625000 Penalty: 4819.022949
	Iteration 35Q: 3 clusters Score -2008090 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -2008095.375000 Penalty: 4819.022949
	Iteration 36Q: 3 clusters Score -2008095 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -2008112.750000 Penalty: 4819.022949
	Iteration 37Q: 3 clusters Score -2008113 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -2008126.125000 Penalty: 4819.022949
	Iteration 38Q: 3 clusters Score -2008126 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -2008142.500000 Penalty: 4819.022949
	Iteration 39Q: 3 clusters Score -2008142 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -2008150.000000 Penalty: 4819.022949
	Iteration 40F: 3 clusters Score -2008150 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -2008151.625000 Penalty: 4819.022949
	Iteration 41Q: 3 clusters Score -2008152 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -2008157.750000 Penalty: 4819.022949
	Iteration 42Q: 3 clusters Score -2008158 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -2008160.125000 Penalty: 4819.022949
	Iteration 43Q: 3 clusters Score -2008160 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -2008168.875000 Penalty: 4819.022949
	Iteration 44Q: 3 clusters Score -2008169 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -2008165.000000 Penalty: 4819.022949
	Iteration 45Q: 3 clusters Score -2008165 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -2008177.250000 Penalty: 4819.022949
	Iteration 46Q: 3 clusters Score -2008177 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -2008186.625000 Penalty: 4819.022949
	Iteration 47Q: 3 clusters Score -2008187 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -2008187.500000 Penalty: 4819.022949
	Iteration 48Q: 3 clusters Score -2008188 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -2008189.375000 Penalty: 4819.022949
	Iteration 49Q: 3 clusters Score -2008189 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -2008191.125000 Penalty: 4819.022949
	Iteration 50Q: 3 clusters Score -2008191 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -2008194.500000 Penalty: 4819.022949
	Iteration 51Q: 3 clusters Score -2008194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -2008197.125000 Penalty: 4819.022949
	Iteration 52Q: 3 clusters Score -2008197 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -2008197.875000 Penalty: 4819.022949
	Iteration 53Q: 3 clusters Score -2008198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -2008199.875000 Penalty: 4819.022949
	Iteration 54Q: 3 clusters Score -2008200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -2008195.375000 Penalty: 4819.022949
	Iteration 55Q: 3 clusters Score -2008195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -2008201.000000 Penalty: 4819.022949
	Iteration 56Q: 3 clusters Score -2008201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -2008201.375000 Penalty: 4819.022949
	Iteration 57Q: 3 clusters Score -2008201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -2008201.750000 Penalty: 4819.022949
	Iteration 58Q: 3 clusters Score -2008202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -2008200.125000 Penalty: 4819.022949
	Iteration 59Q: 3 clusters Score -2008200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -2008206.125000 Penalty: 4819.022949
	Iteration 60F: 3 clusters Score -2008206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -2008202.750000 Penalty: 4819.022949
	Iteration 61Q: 3 clusters Score -2008203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -2008205.500000 Penalty: 4819.022949
	Iteration 62Q: 3 clusters Score -2008206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -2008206.500000 Penalty: 4819.022949
	Iteration 63Q: 3 clusters Score -2008206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -2008208.875000 Penalty: 4819.022949
	Iteration 64Q: 3 clusters Score -2008209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -2008205.250000 Penalty: 4819.022949
	Iteration 65Q: 3 clusters Score -2008205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -2008206.000000 Penalty: 4819.022949
	Iteration 66Q: 3 clusters Score -2008206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -2008203.250000 Penalty: 4819.022949
	Iteration 67Q: 3 clusters Score -2008203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -2008210.750000 Penalty: 4819.022949
	Iteration 68Q: 3 clusters Score -2008211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -2008215.000000 Penalty: 4819.022949
	Iteration 69Q: 3 clusters Score -2008215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -2008212.250000 Penalty: 4819.022949
	Iteration 70Q: 3 clusters Score -2008212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -2008212.625000 Penalty: 4819.022949
	Iteration 71Q: 3 clusters Score -2008213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -2008214.625000 Penalty: 4819.022949
	Iteration 72Q: 3 clusters Score -2008215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -2008213.375000 Penalty: 4819.022949
	Iteration 73Q: 3 clusters Score -2008213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -2008216.125000 Penalty: 4819.022949
	Iteration 74Q: 3 clusters Score -2008216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -2008215.750000 Penalty: 4819.022949
	Iteration 75Q: 3 clusters Score -2008216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -2008217.125000 Penalty: 4819.022949
	Iteration 76Q: 3 clusters Score -2008217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -2008215.875000 Penalty: 4819.022949
	Iteration 77Q: 3 clusters Score -2008216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -2008214.250000 Penalty: 4819.022949
	Iteration 78Q: 3 clusters Score -2008214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -2008214.250000 Penalty: 4819.022949
	Iteration 79F: 3 clusters Score -2008214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (83816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83816 members 
Entering Unmasked Estep 
Score: -10236417.000000 Penalty: 2811.422119
	Iteration 0F: 2 clusters Score -1.023642e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41899 members 
Mstep: Class 2 contains 41917 members 
Entering Unmasked Estep 
Score: -10180281.000000 Penalty: 5622.844238
	Iteration 0F: 3 clusters Score -1.018028e+07 nChanged 39536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41725 members 
Mstep: Class 2 contains 42091 members 
Entering Unmasked Estep 
Score: -10202529.000000 Penalty: 5622.844238
	Iteration 1F: 3 clusters Score -1.020253e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41631 members 
Mstep: Class 2 contains 42185 members 
Entering Unmasked Estep 
Score: -10203061.000000 Penalty: 5622.844238
	Iteration 2Q: 3 clusters Score -1.020306e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 42235 members 
Entering Unmasked Estep 
Score: -10203642.000000 Penalty: 5622.844238
	Iteration 3Q: 3 clusters Score -1.020364e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41637 members 
Mstep: Class 2 contains 42179 members 
Entering Unmasked Estep 
Score: -10204139.000000 Penalty: 5622.844238
	Iteration 4Q: 3 clusters Score -1.020414e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41780 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
Score: -10204819.000000 Penalty: 5622.844238
	Iteration 5Q: 3 clusters Score -1.020482e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42035 members 
Mstep: Class 2 contains 41781 members 
Entering Unmasked Estep 
Score: -10205544.000000 Penalty: 5622.844238
	Iteration 6Q: 3 clusters Score -1.020554e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42373 members 
Mstep: Class 2 contains 41443 members 
Entering Unmasked Estep 
Score: -10206384.000000 Penalty: 5622.844238
	Iteration 7Q: 3 clusters Score -1.020638e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42882 members 
Mstep: Class 2 contains 40934 members 
Entering Unmasked Estep 
Score: -10207423.000000 Penalty: 5622.844238
	Iteration 8Q: 3 clusters Score -1.020742e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43697 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -10208616.000000 Penalty: 5622.844238
	Iteration 9Q: 3 clusters Score -1.020862e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44834 members 
Mstep: Class 2 contains 38982 members 
Entering Unmasked Estep 
Score: -10209949.000000 Penalty: 5622.844238
	Iteration 10Q: 3 clusters Score -1.020995e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46317 members 
Mstep: Class 2 contains 37499 members 
Entering Unmasked Estep 
Score: -10211492.000000 Penalty: 5622.844238
	Iteration 11Q: 3 clusters Score -1.021149e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48077 members 
Mstep: Class 2 contains 35739 members 
Entering Unmasked Estep 
Score: -10213117.000000 Penalty: 5622.844238
	Iteration 12Q: 3 clusters Score -1.021312e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50141 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
Score: -10214877.000000 Penalty: 5622.844238
	Iteration 13Q: 3 clusters Score -1.021488e+07 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52403 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -10216626.000000 Penalty: 5622.844238
	Iteration 14Q: 3 clusters Score -1.021663e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54749 members 
Mstep: Class 2 contains 29067 members 
Entering Unmasked Estep 
Score: -10218453.000000 Penalty: 5622.844238
	Iteration 15Q: 3 clusters Score -1.021845e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57079 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -10220306.000000 Penalty: 5622.844238
	Iteration 16Q: 3 clusters Score -1.022031e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59170 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -10221764.000000 Penalty: 5622.844238
	Iteration 17Q: 3 clusters Score -1.022176e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61068 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -10222948.000000 Penalty: 5622.844238
	Iteration 18Q: 3 clusters Score -1.022295e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62854 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -10223815.000000 Penalty: 5622.844238
	Iteration 19Q: 3 clusters Score -1.022382e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64627 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -10224569.000000 Penalty: 5622.844238
	Iteration 20F: 3 clusters Score -1.022457e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66328 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -10225309.000000 Penalty: 5622.844238
	Iteration 21Q: 3 clusters Score -1.022531e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68042 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -10226176.000000 Penalty: 5622.844238
	Iteration 22Q: 3 clusters Score -1.022618e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69766 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -10226990.000000 Penalty: 5622.844238
	Iteration 23Q: 3 clusters Score -1.022699e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71449 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -10227816.000000 Penalty: 5622.844238
	Iteration 24Q: 3 clusters Score -1.022782e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73077 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -10228626.000000 Penalty: 5622.844238
	Iteration 25Q: 3 clusters Score -1.022863e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74604 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -10229433.000000 Penalty: 5622.844238
	Iteration 26Q: 3 clusters Score -1.022943e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76094 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -10230339.000000 Penalty: 5622.844238
	Iteration 27Q: 3 clusters Score -1.023034e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77458 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -10231144.000000 Penalty: 5622.844238
	Iteration 28Q: 3 clusters Score -1.023114e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78697 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -10231943.000000 Penalty: 5622.844238
	Iteration 29Q: 3 clusters Score -1.023194e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79755 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -10232675.000000 Penalty: 5622.844238
	Iteration 30Q: 3 clusters Score -1.023268e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80659 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -10233271.000000 Penalty: 5622.844238
	Iteration 31Q: 3 clusters Score -1.023327e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81367 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -10233747.000000 Penalty: 5622.844238
	Iteration 32Q: 3 clusters Score -1.023375e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81855 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -10234019.000000 Penalty: 5622.844238
	Iteration 33Q: 3 clusters Score -1.023402e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82214 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -10234192.000000 Penalty: 5622.844238
	Iteration 34Q: 3 clusters Score -1.023419e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82465 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -10234306.000000 Penalty: 5622.844238
	Iteration 35Q: 3 clusters Score -1.023431e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82624 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -10234397.000000 Penalty: 5622.844238
	Iteration 36Q: 3 clusters Score -1.02344e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82741 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -10234480.000000 Penalty: 5622.844238
	Iteration 37Q: 3 clusters Score -1.023448e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82827 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -10234529.000000 Penalty: 5622.844238
	Iteration 38Q: 3 clusters Score -1.023453e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82878 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -10234561.000000 Penalty: 5622.844238
	Iteration 39Q: 3 clusters Score -1.023456e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82901 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -10234558.000000 Penalty: 5622.844238
	Iteration 40F: 3 clusters Score -1.023456e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82912 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -10234548.000000 Penalty: 5622.844238
	Iteration 41Q: 3 clusters Score -1.023455e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82923 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -10234552.000000 Penalty: 5622.844238
	Iteration 42Q: 3 clusters Score -1.023455e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82931 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -10234539.000000 Penalty: 5622.844238
	Iteration 43Q: 3 clusters Score -1.023454e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82944 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -10234553.000000 Penalty: 5622.844238
	Iteration 44Q: 3 clusters Score -1.023455e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82953 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -10234574.000000 Penalty: 5622.844238
	Iteration 45Q: 3 clusters Score -1.023457e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82962 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -10234581.000000 Penalty: 5622.844238
	Iteration 46Q: 3 clusters Score -1.023458e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82973 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -10234578.000000 Penalty: 5622.844238
	Iteration 47Q: 3 clusters Score -1.023458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82978 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -10234578.000000 Penalty: 5622.844238
	Iteration 48Q: 3 clusters Score -1.023458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82983 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -10234578.000000 Penalty: 5622.844238
	Iteration 49Q: 3 clusters Score -1.023458e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82985 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -10234569.000000 Penalty: 5622.844238
	Iteration 50Q: 3 clusters Score -1.023457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82987 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -10234568.000000 Penalty: 5622.844238
	Iteration 51Q: 3 clusters Score -1.023457e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82987 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -10234568.000000 Penalty: 5622.844238
	Iteration 52F: 3 clusters Score -1.023457e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (25296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Entering Unmasked Estep 
Score: -3034786.500000 Penalty: 2514.323730
	Iteration 0F: 2 clusters Score -3034786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -3017343.250000 Penalty: 5028.647461
	Iteration 0F: 3 clusters Score -3017343 nChanged 11303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -3023455.000000 Penalty: 5028.647461
	Iteration 1F: 3 clusters Score -3023455 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -3024016.250000 Penalty: 5028.647461
	Iteration 2F: 3 clusters Score -3024016 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -3024566.750000 Penalty: 5028.647461
	Iteration 3F: 3 clusters Score -3024567 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -3025313.500000 Penalty: 5028.647461
	Iteration 4F: 3 clusters Score -3025314 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -3026358.250000 Penalty: 5028.647461
	Iteration 5F: 3 clusters Score -3026358 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -3027747.000000 Penalty: 5028.647461
	Iteration 6F: 3 clusters Score -3027747 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -3029385.500000 Penalty: 5028.647461
	Iteration 7F: 3 clusters Score -3029386 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -3030849.000000 Penalty: 5028.647461
	Iteration 8F: 3 clusters Score -3030849 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -3031844.750000 Penalty: 5028.647461
	Iteration 9Q: 3 clusters Score -3031845 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -3032559.000000 Penalty: 5028.647461
	Iteration 10Q: 3 clusters Score -3032559 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3033008.500000 Penalty: 5028.647461
	Iteration 11Q: 3 clusters Score -3033008 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -3033303.250000 Penalty: 5028.647461
	Iteration 12Q: 3 clusters Score -3033303 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3033466.750000 Penalty: 5028.647461
	Iteration 13Q: 3 clusters Score -3033467 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3033553.000000 Penalty: 5028.647461
	Iteration 14Q: 3 clusters Score -3033553 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3033594.000000 Penalty: 5028.647461
	Iteration 15Q: 3 clusters Score -3033594 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3033626.750000 Penalty: 5028.647461
	Iteration 16Q: 3 clusters Score -3033627 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3033641.750000 Penalty: 5028.647461
	Iteration 17Q: 3 clusters Score -3033642 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3033654.250000 Penalty: 5028.647461
	Iteration 18Q: 3 clusters Score -3033654 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3033683.750000 Penalty: 5028.647461
	Iteration 19Q: 3 clusters Score -3033684 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3033696.500000 Penalty: 5028.647461
	Iteration 20F: 3 clusters Score -3033696 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -3033699.000000 Penalty: 5028.647461
	Iteration 21Q: 3 clusters Score -3033699 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3033710.500000 Penalty: 5028.647461
	Iteration 22Q: 3 clusters Score -3033710 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -3033713.750000 Penalty: 5028.647461
	Iteration 23Q: 3 clusters Score -3033714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3033715.750000 Penalty: 5028.647461
	Iteration 24Q: 3 clusters Score -3033716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3033718.500000 Penalty: 5028.647461
	Iteration 25Q: 3 clusters Score -3033718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3033721.250000 Penalty: 5028.647461
	Iteration 26Q: 3 clusters Score -3033721 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -3033730.250000 Penalty: 5028.647461
	Iteration 27Q: 3 clusters Score -3033730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -3033730.500000 Penalty: 5028.647461
	Iteration 28Q: 3 clusters Score -3033730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -3033726.750000 Penalty: 5028.647461
	Iteration 29Q: 3 clusters Score -3033727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -3033734.500000 Penalty: 5028.647461
	Iteration 30Q: 3 clusters Score -3033734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -3033737.750000 Penalty: 5028.647461
	Iteration 31Q: 3 clusters Score -3033738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3033736.000000 Penalty: 5028.647461
	Iteration 32Q: 3 clusters Score -3033736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3033743.250000 Penalty: 5028.647461
	Iteration 33Q: 3 clusters Score -3033743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -3033745.500000 Penalty: 5028.647461
	Iteration 34Q: 3 clusters Score -3033746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -3033737.250000 Penalty: 5028.647461
	Iteration 35Q: 3 clusters Score -3033737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -3033738.500000 Penalty: 5028.647461
	Iteration 36Q: 3 clusters Score -3033738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -3033738.500000 Penalty: 5028.647461
	Iteration 37F: 3 clusters Score -3033738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (78165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78165 members 
Entering Unmasked Estep 
Score: -9550588.000000 Penalty: 2794.111328
	Iteration 0F: 2 clusters Score -9550588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39104 members 
Mstep: Class 2 contains 39061 members 
Entering Unmasked Estep 
Score: -9498272.000000 Penalty: 5588.222656
	Iteration 0F: 3 clusters Score -9498272 nChanged 36681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 37944 members 
Entering Unmasked Estep 
Score: -9519063.000000 Penalty: 5588.222656
	Iteration 1F: 3 clusters Score -9519063 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41122 members 
Mstep: Class 2 contains 37043 members 
Entering Unmasked Estep 
Score: -9519999.000000 Penalty: 5588.222656
	Iteration 2Q: 3 clusters Score -9519999 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42395 members 
Mstep: Class 2 contains 35770 members 
Entering Unmasked Estep 
Score: -9521024.000000 Penalty: 5588.222656
	Iteration 3Q: 3 clusters Score -9521024 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44308 members 
Mstep: Class 2 contains 33857 members 
Entering Unmasked Estep 
Score: -9522374.000000 Penalty: 5588.222656
	Iteration 4Q: 3 clusters Score -9522374 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47036 members 
Mstep: Class 2 contains 31129 members 
Entering Unmasked Estep 
Score: -9524144.000000 Penalty: 5588.222656
	Iteration 5F: 3 clusters Score -9524144 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50640 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -9526874.000000 Penalty: 5588.222656
	Iteration 6F: 3 clusters Score -9526874 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55056 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -9530296.000000 Penalty: 5588.222656
	Iteration 7F: 3 clusters Score -9530296 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59919 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -9534228.000000 Penalty: 5588.222656
	Iteration 8F: 3 clusters Score -9534228 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64648 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -9537894.000000 Penalty: 5588.222656
	Iteration 9F: 3 clusters Score -9537894 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68752 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -9541134.000000 Penalty: 5588.222656
	Iteration 10F: 3 clusters Score -9541134 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72062 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -9543720.000000 Penalty: 5588.222656
	Iteration 11Q: 3 clusters Score -9543720 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74374 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -9545475.000000 Penalty: 5588.222656
	Iteration 12Q: 3 clusters Score -9545475 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75862 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -9546676.000000 Penalty: 5588.222656
	Iteration 13Q: 3 clusters Score -9546676 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76725 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -9547351.000000 Penalty: 5588.222656
	Iteration 14Q: 3 clusters Score -9547351 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77195 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -9547724.000000 Penalty: 5588.222656
	Iteration 15Q: 3 clusters Score -9547724 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77417 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -9547921.000000 Penalty: 5588.222656
	Iteration 16Q: 3 clusters Score -9547921 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77530 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -9548018.000000 Penalty: 5588.222656
	Iteration 17Q: 3 clusters Score -9548018 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77588 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -9548094.000000 Penalty: 5588.222656
	Iteration 18Q: 3 clusters Score -9548094 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77620 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -9548107.000000 Penalty: 5588.222656
	Iteration 19Q: 3 clusters Score -9548107 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77640 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -9548141.000000 Penalty: 5588.222656
	Iteration 20F: 3 clusters Score -9548141 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77657 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -9548156.000000 Penalty: 5588.222656
	Iteration 21Q: 3 clusters Score -9548156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77662 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -9548153.000000 Penalty: 5588.222656
	Iteration 22Q: 3 clusters Score -9548153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77668 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -9548165.000000 Penalty: 5588.222656
	Iteration 23Q: 3 clusters Score -9548165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77672 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -9548162.000000 Penalty: 5588.222656
	Iteration 24Q: 3 clusters Score -9548162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77671 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -9548171.000000 Penalty: 5588.222656
	Iteration 25Q: 3 clusters Score -9548171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77671 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -9548171.000000 Penalty: 5588.222656
	Iteration 26Q: 3 clusters Score -9548171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77673 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -9548169.000000 Penalty: 5588.222656
	Iteration 27Q: 3 clusters Score -9548169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77674 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -9548173.000000 Penalty: 5588.222656
	Iteration 28Q: 3 clusters Score -9548173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77675 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -9548171.000000 Penalty: 5588.222656
	Iteration 29Q: 3 clusters Score -9548171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77676 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -9548173.000000 Penalty: 5588.222656
	Iteration 30Q: 3 clusters Score -9548173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77676 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -9548175.000000 Penalty: 5588.222656
	Iteration 31Q: 3 clusters Score -9548175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77676 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -9548175.000000 Penalty: 5588.222656
	Iteration 32F: 3 clusters Score -9548175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44369 members 
Entering Unmasked Estep 
Score: -5374195.000000 Penalty: 2653.673584
	Iteration 0F: 2 clusters Score -5374195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -5344236.500000 Penalty: 5307.347168
	Iteration 0F: 3 clusters Score -5344236 nChanged 20419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -5356153.500000 Penalty: 5307.347168
	Iteration 1F: 3 clusters Score -5356154 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -5357994.000000 Penalty: 5307.347168
	Iteration 2F: 3 clusters Score -5357994 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -5360597.500000 Penalty: 5307.347168
	Iteration 3F: 3 clusters Score -5360598 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 27044 members 
Entering Unmasked Estep 
Score: -5363483.000000 Penalty: 5307.347168
	Iteration 4F: 3 clusters Score -5363483 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 28936 members 
Entering Unmasked Estep 
Score: -5366091.000000 Penalty: 5307.347168
	Iteration 5F: 3 clusters Score -5366091 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -5367975.000000 Penalty: 5307.347168
	Iteration 6F: 3 clusters Score -5367975 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 32568 members 
Entering Unmasked Estep 
Score: -5369320.000000 Penalty: 5307.347168
	Iteration 7Q: 3 clusters Score -5369320 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 34126 members 
Entering Unmasked Estep 
Score: -5370302.000000 Penalty: 5307.347168
	Iteration 8Q: 3 clusters Score -5370302 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 35397 members 
Entering Unmasked Estep 
Score: -5370994.500000 Penalty: 5307.347168
	Iteration 9Q: 3 clusters Score -5370994 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 36481 members 
Entering Unmasked Estep 
Score: -5371541.500000 Penalty: 5307.347168
	Iteration 10Q: 3 clusters Score -5371542 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
Score: -5372014.500000 Penalty: 5307.347168
	Iteration 11Q: 3 clusters Score -5372014 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 38186 members 
Entering Unmasked Estep 
Score: -5372363.500000 Penalty: 5307.347168
	Iteration 12Q: 3 clusters Score -5372364 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 38849 members 
Entering Unmasked Estep 
Score: -5372627.000000 Penalty: 5307.347168
	Iteration 13Q: 3 clusters Score -5372627 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 39387 members 
Entering Unmasked Estep 
Score: -5372851.500000 Penalty: 5307.347168
	Iteration 14Q: 3 clusters Score -5372852 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 39828 members 
Entering Unmasked Estep 
Score: -5373008.500000 Penalty: 5307.347168
	Iteration 15Q: 3 clusters Score -5373008 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 40196 members 
Entering Unmasked Estep 
Score: -5373159.500000 Penalty: 5307.347168
	Iteration 16Q: 3 clusters Score -5373160 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 40495 members 
Entering Unmasked Estep 
Score: -5373282.000000 Penalty: 5307.347168
	Iteration 17Q: 3 clusters Score -5373282 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 40740 members 
Entering Unmasked Estep 
Score: -5373378.000000 Penalty: 5307.347168
	Iteration 18Q: 3 clusters Score -5373378 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 40925 members 
Entering Unmasked Estep 
Score: -5373445.500000 Penalty: 5307.347168
	Iteration 19Q: 3 clusters Score -5373446 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 41070 members 
Entering Unmasked Estep 
Score: -5373483.500000 Penalty: 5307.347168
	Iteration 20F: 3 clusters Score -5373484 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 41197 members 
Entering Unmasked Estep 
Score: -5373525.500000 Penalty: 5307.347168
	Iteration 21Q: 3 clusters Score -5373526 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 41299 members 
Entering Unmasked Estep 
Score: -5373560.500000 Penalty: 5307.347168
	Iteration 22Q: 3 clusters Score -5373560 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 41374 members 
Entering Unmasked Estep 
Score: -5373581.000000 Penalty: 5307.347168
	Iteration 23Q: 3 clusters Score -5373581 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 41439 members 
Entering Unmasked Estep 
Score: -5373617.500000 Penalty: 5307.347168
	Iteration 24Q: 3 clusters Score -5373618 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 41516 members 
Entering Unmasked Estep 
Score: -5373631.500000 Penalty: 5307.347168
	Iteration 25Q: 3 clusters Score -5373632 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 41588 members 
Entering Unmasked Estep 
Score: -5373659.000000 Penalty: 5307.347168
	Iteration 26Q: 3 clusters Score -5373659 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 41665 members 
Entering Unmasked Estep 
Score: -5373699.000000 Penalty: 5307.347168
	Iteration 27Q: 3 clusters Score -5373699 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 41719 members 
Entering Unmasked Estep 
Score: -5373727.500000 Penalty: 5307.347168
	Iteration 28Q: 3 clusters Score -5373728 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 41783 members 
Entering Unmasked Estep 
Score: -5373765.500000 Penalty: 5307.347168
	Iteration 29Q: 3 clusters Score -5373766 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 41848 members 
Entering Unmasked Estep 
Score: -5373811.500000 Penalty: 5307.347168
	Iteration 30Q: 3 clusters Score -5373812 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 41905 members 
Entering Unmasked Estep 
Score: -5373864.000000 Penalty: 5307.347168
	Iteration 31Q: 3 clusters Score -5373864 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 41943 members 
Entering Unmasked Estep 
Score: -5373895.500000 Penalty: 5307.347168
	Iteration 32Q: 3 clusters Score -5373896 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 41979 members 
Entering Unmasked Estep 
Score: -5373902.500000 Penalty: 5307.347168
	Iteration 33Q: 3 clusters Score -5373902 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 42000 members 
Entering Unmasked Estep 
Score: -5373927.000000 Penalty: 5307.347168
	Iteration 34Q: 3 clusters Score -5373927 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 42032 members 
Entering Unmasked Estep 
Score: -5373958.500000 Penalty: 5307.347168
	Iteration 35Q: 3 clusters Score -5373958 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 42060 members 
Entering Unmasked Estep 
Score: -5373978.500000 Penalty: 5307.347168
	Iteration 36Q: 3 clusters Score -5373978 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 42080 members 
Entering Unmasked Estep 
Score: -5373982.000000 Penalty: 5307.347168
	Iteration 37Q: 3 clusters Score -5373982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 42077 members 
Entering Unmasked Estep 
Score: -5373990.000000 Penalty: 5307.347168
	Iteration 38Q: 3 clusters Score -5373990 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 42078 members 
Entering Unmasked Estep 
Score: -5374000.000000 Penalty: 5307.347168
	Iteration 39Q: 3 clusters Score -5374000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 42084 members 
Entering Unmasked Estep 
Score: -5373999.500000 Penalty: 5307.347168
	Iteration 40F: 3 clusters Score -5374000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 42094 members 
Entering Unmasked Estep 
Score: -5374014.000000 Penalty: 5307.347168
	Iteration 41Q: 3 clusters Score -5374014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 42096 members 
Entering Unmasked Estep 
Score: -5374002.000000 Penalty: 5307.347168
	Iteration 42Q: 3 clusters Score -5374002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 42100 members 
Entering Unmasked Estep 
Score: -5374007.500000 Penalty: 5307.347168
	Iteration 43Q: 3 clusters Score -5374008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 42102 members 
Entering Unmasked Estep 
Score: -5374007.000000 Penalty: 5307.347168
	Iteration 44Q: 3 clusters Score -5374007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 42103 members 
Entering Unmasked Estep 
Score: -5374006.000000 Penalty: 5307.347168
	Iteration 45Q: 3 clusters Score -5374006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 42104 members 
Entering Unmasked Estep 
Score: -5374005.500000 Penalty: 5307.347168
	Iteration 46Q: 3 clusters Score -5374006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 42106 members 
Entering Unmasked Estep 
Score: -5374012.000000 Penalty: 5307.347168
	Iteration 47Q: 3 clusters Score -5374012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 42107 members 
Entering Unmasked Estep 
Score: -5374012.000000 Penalty: 5307.347168
	Iteration 48Q: 3 clusters Score -5374012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 42107 members 
Entering Unmasked Estep 
Score: -5374012.000000 Penalty: 5307.347168
	Iteration 49F: 3 clusters Score -5374012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (53589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53589 members 
Entering Unmasked Estep 
Score: -6010463.500000 Penalty: 2700.496582
	Iteration 0F: 2 clusters Score -6010464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 26851 members 
Entering Unmasked Estep 
Score: -5974388.000000 Penalty: 5400.993164
	Iteration 0F: 3 clusters Score -5974388 nChanged 24922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -5988687.500000 Penalty: 5400.993164
	Iteration 1F: 3 clusters Score -5988688 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -5989929.000000 Penalty: 5400.993164
	Iteration 2F: 3 clusters Score -5989929 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -5991249.500000 Penalty: 5400.993164
	Iteration 3F: 3 clusters Score -5991250 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 29731 members 
Entering Unmasked Estep 
Score: -5992833.000000 Penalty: 5400.993164
	Iteration 4F: 3 clusters Score -5992833 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 30826 members 
Entering Unmasked Estep 
Score: -5994482.500000 Penalty: 5400.993164
	Iteration 5F: 3 clusters Score -5994482 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 32049 members 
Entering Unmasked Estep 
Score: -5996081.000000 Penalty: 5400.993164
	Iteration 6F: 3 clusters Score -5996081 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 33267 members 
Entering Unmasked Estep 
Score: -5997553.500000 Penalty: 5400.993164
	Iteration 7F: 3 clusters Score -5997554 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 34576 members 
Entering Unmasked Estep 
Score: -5998876.000000 Penalty: 5400.993164
	Iteration 8Q: 3 clusters Score -5998876 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -5999921.000000 Penalty: 5400.993164
	Iteration 9Q: 3 clusters Score -5999921 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 37186 members 
Entering Unmasked Estep 
Score: -6000925.000000 Penalty: 5400.993164
	Iteration 10Q: 3 clusters Score -6000925 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 38415 members 
Entering Unmasked Estep 
Score: -6001672.500000 Penalty: 5400.993164
	Iteration 11Q: 3 clusters Score -6001672 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 39622 members 
Entering Unmasked Estep 
Score: -6002389.500000 Penalty: 5400.993164
	Iteration 12Q: 3 clusters Score -6002390 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 40757 members 
Entering Unmasked Estep 
Score: -6003040.500000 Penalty: 5400.993164
	Iteration 13Q: 3 clusters Score -6003040 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 41810 members 
Entering Unmasked Estep 
Score: -6003630.000000 Penalty: 5400.993164
	Iteration 14Q: 3 clusters Score -6003630 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 42811 members 
Entering Unmasked Estep 
Score: -6004102.500000 Penalty: 5400.993164
	Iteration 15Q: 3 clusters Score -6004102 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 43769 members 
Entering Unmasked Estep 
Score: -6004554.500000 Penalty: 5400.993164
	Iteration 16Q: 3 clusters Score -6004554 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 44707 members 
Entering Unmasked Estep 
Score: -6004979.500000 Penalty: 5400.993164
	Iteration 17Q: 3 clusters Score -6004980 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 45577 members 
Entering Unmasked Estep 
Score: -6005366.500000 Penalty: 5400.993164
	Iteration 18Q: 3 clusters Score -6005366 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 46451 members 
Entering Unmasked Estep 
Score: -6005786.500000 Penalty: 5400.993164
	Iteration 19Q: 3 clusters Score -6005786 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 47212 members 
Entering Unmasked Estep 
Score: -6006178.500000 Penalty: 5400.993164
	Iteration 20F: 3 clusters Score -6006178 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 47909 members 
Entering Unmasked Estep 
Score: -6006473.000000 Penalty: 5400.993164
	Iteration 21Q: 3 clusters Score -6006473 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 48543 members 
Entering Unmasked Estep 
Score: -6006773.500000 Penalty: 5400.993164
	Iteration 22Q: 3 clusters Score -6006774 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 49134 members 
Entering Unmasked Estep 
Score: -6007094.000000 Penalty: 5400.993164
	Iteration 23Q: 3 clusters Score -6007094 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 49664 members 
Entering Unmasked Estep 
Score: -6007394.000000 Penalty: 5400.993164
	Iteration 24Q: 3 clusters Score -6007394 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 50141 members 
Entering Unmasked Estep 
Score: -6007599.500000 Penalty: 5400.993164
	Iteration 25Q: 3 clusters Score -6007600 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 50558 members 
Entering Unmasked Estep 
Score: -6007795.000000 Penalty: 5400.993164
	Iteration 26Q: 3 clusters Score -6007795 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 50918 members 
Entering Unmasked Estep 
Score: -6007969.000000 Penalty: 5400.993164
	Iteration 27Q: 3 clusters Score -6007969 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 51195 members 
Entering Unmasked Estep 
Score: -6008129.000000 Penalty: 5400.993164
	Iteration 28Q: 3 clusters Score -6008129 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 51412 members 
Entering Unmasked Estep 
Score: -6008227.500000 Penalty: 5400.993164
	Iteration 29Q: 3 clusters Score -6008228 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 51580 members 
Entering Unmasked Estep 
Score: -6008293.500000 Penalty: 5400.993164
	Iteration 30Q: 3 clusters Score -6008294 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 51704 members 
Entering Unmasked Estep 
Score: -6008337.500000 Penalty: 5400.993164
	Iteration 31Q: 3 clusters Score -6008338 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 51805 members 
Entering Unmasked Estep 
Score: -6008376.500000 Penalty: 5400.993164
	Iteration 32Q: 3 clusters Score -6008376 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 51880 members 
Entering Unmasked Estep 
Score: -6008413.000000 Penalty: 5400.993164
	Iteration 33Q: 3 clusters Score -6008413 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 51947 members 
Entering Unmasked Estep 
Score: -6008432.000000 Penalty: 5400.993164
	Iteration 34Q: 3 clusters Score -6008432 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 52004 members 
Entering Unmasked Estep 
Score: -6008465.500000 Penalty: 5400.993164
	Iteration 35Q: 3 clusters Score -6008466 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 52056 members 
Entering Unmasked Estep 
Score: -6008495.000000 Penalty: 5400.993164
	Iteration 36Q: 3 clusters Score -6008495 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 52099 members 
Entering Unmasked Estep 
Score: -6008498.000000 Penalty: 5400.993164
	Iteration 37Q: 3 clusters Score -6008498 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 52130 members 
Entering Unmasked Estep 
Score: -6008527.000000 Penalty: 5400.993164
	Iteration 38Q: 3 clusters Score -6008527 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 52159 members 
Entering Unmasked Estep 
Score: -6008542.000000 Penalty: 5400.993164
	Iteration 39Q: 3 clusters Score -6008542 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 52182 members 
Entering Unmasked Estep 
Score: -6008548.500000 Penalty: 5400.993164
	Iteration 40F: 3 clusters Score -6008548 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 52205 members 
Entering Unmasked Estep 
Score: -6008541.500000 Penalty: 5400.993164
	Iteration 41Q: 3 clusters Score -6008542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 52217 members 
Entering Unmasked Estep 
Score: -6008551.500000 Penalty: 5400.993164
	Iteration 42Q: 3 clusters Score -6008552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 52222 members 
Entering Unmasked Estep 
Score: -6008563.000000 Penalty: 5400.993164
	Iteration 43Q: 3 clusters Score -6008563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 52228 members 
Entering Unmasked Estep 
Score: -6008561.000000 Penalty: 5400.993164
	Iteration 44Q: 3 clusters Score -6008561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 52236 members 
Entering Unmasked Estep 
Score: -6008562.000000 Penalty: 5400.993164
	Iteration 45Q: 3 clusters Score -6008562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 52243 members 
Entering Unmasked Estep 
Score: -6008572.500000 Penalty: 5400.993164
	Iteration 46Q: 3 clusters Score -6008572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 52248 members 
Entering Unmasked Estep 
Score: -6008571.500000 Penalty: 5400.993164
	Iteration 47Q: 3 clusters Score -6008572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 52254 members 
Entering Unmasked Estep 
Score: -6008576.500000 Penalty: 5400.993164
	Iteration 48Q: 3 clusters Score -6008576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 52263 members 
Entering Unmasked Estep 
Score: -6008579.500000 Penalty: 5400.993164
	Iteration 49Q: 3 clusters Score -6008580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 52265 members 
Entering Unmasked Estep 
Score: -6008576.500000 Penalty: 5400.993164
	Iteration 50Q: 3 clusters Score -6008576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 52268 members 
Entering Unmasked Estep 
Score: -6008579.500000 Penalty: 5400.993164
	Iteration 51Q: 3 clusters Score -6008580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 52270 members 
Entering Unmasked Estep 
Score: -6008580.000000 Penalty: 5400.993164
	Iteration 52Q: 3 clusters Score -6008580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 52272 members 
Entering Unmasked Estep 
Score: -6008578.000000 Penalty: 5400.993164
	Iteration 53Q: 3 clusters Score -6008578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 52273 members 
Entering Unmasked Estep 
Score: -6008581.000000 Penalty: 5400.993164
	Iteration 54Q: 3 clusters Score -6008581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 52275 members 
Entering Unmasked Estep 
Score: -6008581.500000 Penalty: 5400.993164
	Iteration 55Q: 3 clusters Score -6008582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 52277 members 
Entering Unmasked Estep 
Score: -6008583.000000 Penalty: 5400.993164
	Iteration 56Q: 3 clusters Score -6008583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 52278 members 
Entering Unmasked Estep 
Score: -6008584.500000 Penalty: 5400.993164
	Iteration 57Q: 3 clusters Score -6008584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 52279 members 
Entering Unmasked Estep 
Score: -6008579.500000 Penalty: 5400.993164
	Iteration 58Q: 3 clusters Score -6008580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 52282 members 
Entering Unmasked Estep 
Score: -6008585.000000 Penalty: 5400.993164
	Iteration 59Q: 3 clusters Score -6008585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 52285 members 
Entering Unmasked Estep 
Score: -6008581.000000 Penalty: 5400.993164
	Iteration 60F: 3 clusters Score -6008581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Entering Unmasked Estep 
Score: -1126565.750000 Penalty: 2283.543701
	Iteration 0F: 2 clusters Score -1126566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1118941.000000 Penalty: 4567.087402
	Iteration 0F: 3 clusters Score -1118941 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1121487.375000 Penalty: 4567.087402
	Iteration 1F: 3 clusters Score -1121487 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1122284.000000 Penalty: 4567.087402
	Iteration 2F: 3 clusters Score -1122284 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1123344.625000 Penalty: 4567.087402
	Iteration 3F: 3 clusters Score -1123345 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1124546.750000 Penalty: 4567.087402
	Iteration 4F: 3 clusters Score -1124547 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1125338.000000 Penalty: 4567.087402
	Iteration 5F: 3 clusters Score -1125338 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1125698.000000 Penalty: 4567.087402
	Iteration 6Q: 3 clusters Score -1125698 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1125888.625000 Penalty: 4567.087402
	Iteration 7Q: 3 clusters Score -1125889 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1125991.125000 Penalty: 4567.087402
	Iteration 8Q: 3 clusters Score -1125991 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1126059.625000 Penalty: 4567.087402
	Iteration 9Q: 3 clusters Score -1126060 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1126104.750000 Penalty: 4567.087402
	Iteration 10Q: 3 clusters Score -1126105 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1126141.750000 Penalty: 4567.087402
	Iteration 11Q: 3 clusters Score -1126142 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1126177.750000 Penalty: 4567.087402
	Iteration 12Q: 3 clusters Score -1126178 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1126206.750000 Penalty: 4567.087402
	Iteration 13Q: 3 clusters Score -1126207 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1126238.375000 Penalty: 4567.087402
	Iteration 14Q: 3 clusters Score -1126238 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1126250.500000 Penalty: 4567.087402
	Iteration 15Q: 3 clusters Score -1126250 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1126263.000000 Penalty: 4567.087402
	Iteration 16Q: 3 clusters Score -1126263 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1126279.500000 Penalty: 4567.087402
	Iteration 17Q: 3 clusters Score -1126280 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1126292.625000 Penalty: 4567.087402
	Iteration 18Q: 3 clusters Score -1126293 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1126310.250000 Penalty: 4567.087402
	Iteration 19Q: 3 clusters Score -1126310 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1126315.875000 Penalty: 4567.087402
	Iteration 20F: 3 clusters Score -1126316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1126320.500000 Penalty: 4567.087402
	Iteration 21Q: 3 clusters Score -1126320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1126323.250000 Penalty: 4567.087402
	Iteration 22Q: 3 clusters Score -1126323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1126325.500000 Penalty: 4567.087402
	Iteration 23Q: 3 clusters Score -1126326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1126326.625000 Penalty: 4567.087402
	Iteration 24Q: 3 clusters Score -1126327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1126327.625000 Penalty: 4567.087402
	Iteration 25Q: 3 clusters Score -1126328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1126328.375000 Penalty: 4567.087402
	Iteration 26Q: 3 clusters Score -1126328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1126329.250000 Penalty: 4567.087402
	Iteration 27Q: 3 clusters Score -1126329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1126329.250000 Penalty: 4567.087402
	Iteration 28F: 3 clusters Score -1126329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (30478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Entering Unmasked Estep 
Score: -3719724.250000 Penalty: 2560.540527
	Iteration 0F: 2 clusters Score -3719724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -3698823.250000 Penalty: 5121.081055
	Iteration 0F: 3 clusters Score -3698823 nChanged 13853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -3706515.750000 Penalty: 5121.081055
	Iteration 1F: 3 clusters Score -3706516 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -3706987.500000 Penalty: 5121.081055
	Iteration 2Q: 3 clusters Score -3706988 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -3707372.000000 Penalty: 5121.081055
	Iteration 3Q: 3 clusters Score -3707372 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -3707727.500000 Penalty: 5121.081055
	Iteration 4Q: 3 clusters Score -3707728 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -3708077.500000 Penalty: 5121.081055
	Iteration 5Q: 3 clusters Score -3708078 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -3708463.500000 Penalty: 5121.081055
	Iteration 6Q: 3 clusters Score -3708464 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -3708947.750000 Penalty: 5121.081055
	Iteration 7Q: 3 clusters Score -3708948 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -3709685.250000 Penalty: 5121.081055
	Iteration 8Q: 3 clusters Score -3709685 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -3710718.500000 Penalty: 5121.081055
	Iteration 9F: 3 clusters Score -3710718 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -3712123.750000 Penalty: 5121.081055
	Iteration 10F: 3 clusters Score -3712124 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -3713658.750000 Penalty: 5121.081055
	Iteration 11F: 3 clusters Score -3713659 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -3715133.000000 Penalty: 5121.081055
	Iteration 12F: 3 clusters Score -3715133 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -3716232.750000 Penalty: 5121.081055
	Iteration 13Q: 3 clusters Score -3716233 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29071 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3716921.750000 Penalty: 5121.081055
	Iteration 14Q: 3 clusters Score -3716922 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3717333.750000 Penalty: 5121.081055
	Iteration 15Q: 3 clusters Score -3717334 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29649 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3717526.750000 Penalty: 5121.081055
	Iteration 16Q: 3 clusters Score -3717527 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3717659.750000 Penalty: 5121.081055
	Iteration 17Q: 3 clusters Score -3717660 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3717766.500000 Penalty: 5121.081055
	Iteration 18Q: 3 clusters Score -3717766 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3717833.000000 Penalty: 5121.081055
	Iteration 19Q: 3 clusters Score -3717833 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29882 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3718111.500000 Penalty: 5121.081055
	Iteration 20F: 3 clusters Score -3718112 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29859 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3718376.500000 Penalty: 5121.081055
	Iteration 21Q: 3 clusters Score -3718376 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29831 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3718517.000000 Penalty: 5121.081055
	Iteration 22Q: 3 clusters Score -3718517 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29807 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3718595.250000 Penalty: 5121.081055
	Iteration 23Q: 3 clusters Score -3718595 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3718667.250000 Penalty: 5121.081055
	Iteration 24Q: 3 clusters Score -3718667 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3718696.000000 Penalty: 5121.081055
	Iteration 25Q: 3 clusters Score -3718696 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29791 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3718718.250000 Penalty: 5121.081055
	Iteration 26Q: 3 clusters Score -3718718 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3718740.000000 Penalty: 5121.081055
	Iteration 27Q: 3 clusters Score -3718740 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3718747.500000 Penalty: 5121.081055
	Iteration 28Q: 3 clusters Score -3718748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29777 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3718757.500000 Penalty: 5121.081055
	Iteration 29Q: 3 clusters Score -3718758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3718760.000000 Penalty: 5121.081055
	Iteration 30Q: 3 clusters Score -3718760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3718762.500000 Penalty: 5121.081055
	Iteration 31Q: 3 clusters Score -3718762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29768 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3718770.000000 Penalty: 5121.081055
	Iteration 32Q: 3 clusters Score -3718770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3718770.500000 Penalty: 5121.081055
	Iteration 33Q: 3 clusters Score -3718770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29768 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3718769.750000 Penalty: 5121.081055
	Iteration 34Q: 3 clusters Score -3718770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3718771.500000 Penalty: 5121.081055
	Iteration 35Q: 3 clusters Score -3718772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3718827.000000 Penalty: 5121.081055
	Iteration 36F: 3 clusters Score -3718827 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29748 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3718864.250000 Penalty: 5121.081055
	Iteration 37Q: 3 clusters Score -3718864 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3718911.250000 Penalty: 5121.081055
	Iteration 38Q: 3 clusters Score -3718911 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29723 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3718951.750000 Penalty: 5121.081055
	Iteration 39Q: 3 clusters Score -3718952 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29703 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3718992.500000 Penalty: 5121.081055
	Iteration 40F: 3 clusters Score -3718992 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3719028.000000 Penalty: 5121.081055
	Iteration 41Q: 3 clusters Score -3719028 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3719056.250000 Penalty: 5121.081055
	Iteration 42Q: 3 clusters Score -3719056 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3719075.750000 Penalty: 5121.081055
	Iteration 43Q: 3 clusters Score -3719076 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3719088.250000 Penalty: 5121.081055
	Iteration 44Q: 3 clusters Score -3719088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3719095.250000 Penalty: 5121.081055
	Iteration 45Q: 3 clusters Score -3719095 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3719107.750000 Penalty: 5121.081055
	Iteration 46Q: 3 clusters Score -3719108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3719111.250000 Penalty: 5121.081055
	Iteration 47Q: 3 clusters Score -3719111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3719116.750000 Penalty: 5121.081055
	Iteration 48Q: 3 clusters Score -3719117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3719117.000000 Penalty: 5121.081055
	Iteration 49Q: 3 clusters Score -3719117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3719117.750000 Penalty: 5121.081055
	Iteration 50Q: 3 clusters Score -3719118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29645 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3719119.750000 Penalty: 5121.081055
	Iteration 51Q: 3 clusters Score -3719120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3719119.000000 Penalty: 5121.081055
	Iteration 52Q: 3 clusters Score -3719119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -3719121.250000 Penalty: 5121.081055
	Iteration 53Q: 3 clusters Score -3719121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3719117.500000 Penalty: 5121.081055
	Iteration 54Q: 3 clusters Score -3719118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -3719118.750000 Penalty: 5121.081055
	Iteration 55Q: 3 clusters Score -3719119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -3719118.750000 Penalty: 5121.081055
	Iteration 56F: 3 clusters Score -3719119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Entering Unmasked Estep 
Score: -31677.947266 Penalty: 1444.848022
	Iteration 0F: 2 clusters Score -31677.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -30399.687500 Penalty: 2889.696045
	Iteration 0F: 3 clusters Score -30399.69 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -30618.044922 Penalty: 2889.696045
	Iteration 1F: 3 clusters Score -30618.04 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -30725.792969 Penalty: 2889.696045
	Iteration 2F: 3 clusters Score -30725.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -30784.673828 Penalty: 2889.696045
	Iteration 3Q: 3 clusters Score -30784.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -30818.740234 Penalty: 2889.696045
	Iteration 4Q: 3 clusters Score -30818.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -30845.121094 Penalty: 2889.696045
	Iteration 5Q: 3 clusters Score -30845.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -30867.593750 Penalty: 2889.696045
	Iteration 6Q: 3 clusters Score -30867.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -30887.380859 Penalty: 2889.696045
	Iteration 7Q: 3 clusters Score -30887.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -30900.636719 Penalty: 2889.696045
	Iteration 8Q: 3 clusters Score -30900.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -30909.070312 Penalty: 2889.696045
	Iteration 9Q: 3 clusters Score -30909.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -30923.980469 Penalty: 2889.696045
	Iteration 10Q: 3 clusters Score -30923.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -30937.050781 Penalty: 2889.696045
	Iteration 11Q: 3 clusters Score -30937.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -30975.078125 Penalty: 2889.696045
	Iteration 12Q: 3 clusters Score -30975.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -31020.328125 Penalty: 2889.696045
	Iteration 13Q: 3 clusters Score -31020.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -31086.398438 Penalty: 2889.696045
	Iteration 14Q: 3 clusters Score -31086.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -31103.750000 Penalty: 2889.696045
	Iteration 15Q: 3 clusters Score -31103.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -31109.900391 Penalty: 2889.696045
	Iteration 16Q: 3 clusters Score -31109.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -31126.160156 Penalty: 2889.696045
	Iteration 17Q: 3 clusters Score -31126.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -31126.160156 Penalty: 2889.696045
	Iteration 18F: 3 clusters Score -31126.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (12679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Entering Unmasked Estep 
Score: -1525980.375000 Penalty: 2343.030273
	Iteration 0F: 2 clusters Score -1525980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1516636.625000 Penalty: 4686.060547
	Iteration 0F: 3 clusters Score -1516637 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1519567.000000 Penalty: 4686.060547
	Iteration 1F: 3 clusters Score -1519567 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1519863.125000 Penalty: 4686.060547
	Iteration 2F: 3 clusters Score -1519863 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1520112.750000 Penalty: 4686.060547
	Iteration 3Q: 3 clusters Score -1520113 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1520338.750000 Penalty: 4686.060547
	Iteration 4Q: 3 clusters Score -1520339 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1520547.375000 Penalty: 4686.060547
	Iteration 5Q: 3 clusters Score -1520547 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1520786.125000 Penalty: 4686.060547
	Iteration 6Q: 3 clusters Score -1520786 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1521082.375000 Penalty: 4686.060547
	Iteration 7Q: 3 clusters Score -1521082 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1521385.375000 Penalty: 4686.060547
	Iteration 8Q: 3 clusters Score -1521385 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1521696.000000 Penalty: 4686.060547
	Iteration 9Q: 3 clusters Score -1521696 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1522070.500000 Penalty: 4686.060547
	Iteration 10Q: 3 clusters Score -1522070 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1522531.500000 Penalty: 4686.060547
	Iteration 11Q: 3 clusters Score -1522532 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1523002.750000 Penalty: 4686.060547
	Iteration 12Q: 3 clusters Score -1523003 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1523384.500000 Penalty: 4686.060547
	Iteration 13Q: 3 clusters Score -1523384 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1523614.000000 Penalty: 4686.060547
	Iteration 14Q: 3 clusters Score -1523614 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1523765.000000 Penalty: 4686.060547
	Iteration 15Q: 3 clusters Score -1523765 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1523830.625000 Penalty: 4686.060547
	Iteration 16Q: 3 clusters Score -1523831 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1523887.875000 Penalty: 4686.060547
	Iteration 17Q: 3 clusters Score -1523888 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1523931.500000 Penalty: 4686.060547
	Iteration 18Q: 3 clusters Score -1523932 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1523952.500000 Penalty: 4686.060547
	Iteration 19Q: 3 clusters Score -1523952 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1523971.375000 Penalty: 4686.060547
	Iteration 20F: 3 clusters Score -1523971 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1523986.750000 Penalty: 4686.060547
	Iteration 21Q: 3 clusters Score -1523987 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1523992.500000 Penalty: 4686.060547
	Iteration 22Q: 3 clusters Score -1523992 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1524000.000000 Penalty: 4686.060547
	Iteration 23Q: 3 clusters Score -1524000 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1524009.250000 Penalty: 4686.060547
	Iteration 24Q: 3 clusters Score -1524009 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1524009.875000 Penalty: 4686.060547
	Iteration 25Q: 3 clusters Score -1524010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1524014.000000 Penalty: 4686.060547
	Iteration 26Q: 3 clusters Score -1524014 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1524017.875000 Penalty: 4686.060547
	Iteration 27Q: 3 clusters Score -1524018 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1524026.125000 Penalty: 4686.060547
	Iteration 28Q: 3 clusters Score -1524026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1524026.500000 Penalty: 4686.060547
	Iteration 29Q: 3 clusters Score -1524026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1524028.375000 Penalty: 4686.060547
	Iteration 30Q: 3 clusters Score -1524028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1524031.000000 Penalty: 4686.060547
	Iteration 31Q: 3 clusters Score -1524031 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1524035.000000 Penalty: 4686.060547
	Iteration 32Q: 3 clusters Score -1524035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1524033.375000 Penalty: 4686.060547
	Iteration 33Q: 3 clusters Score -1524033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1524035.250000 Penalty: 4686.060547
	Iteration 34Q: 3 clusters Score -1524035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1524036.000000 Penalty: 4686.060547
	Iteration 35Q: 3 clusters Score -1524036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1524037.750000 Penalty: 4686.060547
	Iteration 36Q: 3 clusters Score -1524038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1524041.125000 Penalty: 4686.060547
	Iteration 37Q: 3 clusters Score -1524041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1524046.625000 Penalty: 4686.060547
	Iteration 38Q: 3 clusters Score -1524047 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1524049.625000 Penalty: 4686.060547
	Iteration 39Q: 3 clusters Score -1524050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1524050.250000 Penalty: 4686.060547
	Iteration 40F: 3 clusters Score -1524050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1524059.250000 Penalty: 4686.060547
	Iteration 41Q: 3 clusters Score -1524059 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1524058.875000 Penalty: 4686.060547
	Iteration 42Q: 3 clusters Score -1524059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1524061.875000 Penalty: 4686.060547
	Iteration 43Q: 3 clusters Score -1524062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1524063.500000 Penalty: 4686.060547
	Iteration 44Q: 3 clusters Score -1524064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1524063.375000 Penalty: 4686.060547
	Iteration 45Q: 3 clusters Score -1524063 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1524065.500000 Penalty: 4686.060547
	Iteration 46Q: 3 clusters Score -1524066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1524067.875000 Penalty: 4686.060547
	Iteration 47Q: 3 clusters Score -1524068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1524068.750000 Penalty: 4686.060547
	Iteration 48Q: 3 clusters Score -1524069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1524069.875000 Penalty: 4686.060547
	Iteration 49Q: 3 clusters Score -1524070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1524070.250000 Penalty: 4686.060547
	Iteration 50Q: 3 clusters Score -1524070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1524070.750000 Penalty: 4686.060547
	Iteration 51Q: 3 clusters Score -1524071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1524070.750000 Penalty: 4686.060547
	Iteration 52F: 3 clusters Score -1524071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Entering Unmasked Estep 
Score: -1295364.625000 Penalty: 2309.911621
	Iteration 0F: 2 clusters Score -1295365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1286942.500000 Penalty: 4619.823242
	Iteration 0F: 3 clusters Score -1286942 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1289603.125000 Penalty: 4619.823242
	Iteration 1F: 3 clusters Score -1289603 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1290256.000000 Penalty: 4619.823242
	Iteration 2F: 3 clusters Score -1290256 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1290990.250000 Penalty: 4619.823242
	Iteration 3F: 3 clusters Score -1290990 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1291592.625000 Penalty: 4619.823242
	Iteration 4F: 3 clusters Score -1291593 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1292045.875000 Penalty: 4619.823242
	Iteration 5F: 3 clusters Score -1292046 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1292314.125000 Penalty: 4619.823242
	Iteration 6Q: 3 clusters Score -1292314 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1292475.250000 Penalty: 4619.823242
	Iteration 7Q: 3 clusters Score -1292475 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1292576.125000 Penalty: 4619.823242
	Iteration 8Q: 3 clusters Score -1292576 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1292640.250000 Penalty: 4619.823242
	Iteration 9Q: 3 clusters Score -1292640 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1292681.000000 Penalty: 4619.823242
	Iteration 10Q: 3 clusters Score -1292681 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1292704.375000 Penalty: 4619.823242
	Iteration 11Q: 3 clusters Score -1292704 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1292723.000000 Penalty: 4619.823242
	Iteration 12Q: 3 clusters Score -1292723 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1292743.500000 Penalty: 4619.823242
	Iteration 13Q: 3 clusters Score -1292744 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1292755.500000 Penalty: 4619.823242
	Iteration 14Q: 3 clusters Score -1292756 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1292769.750000 Penalty: 4619.823242
	Iteration 15Q: 3 clusters Score -1292770 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1292780.875000 Penalty: 4619.823242
	Iteration 16Q: 3 clusters Score -1292781 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1292786.875000 Penalty: 4619.823242
	Iteration 17Q: 3 clusters Score -1292787 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1292799.500000 Penalty: 4619.823242
	Iteration 18Q: 3 clusters Score -1292800 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1292809.125000 Penalty: 4619.823242
	Iteration 19Q: 3 clusters Score -1292809 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1292815.375000 Penalty: 4619.823242
	Iteration 20F: 3 clusters Score -1292815 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1292822.125000 Penalty: 4619.823242
	Iteration 21Q: 3 clusters Score -1292822 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1292825.250000 Penalty: 4619.823242
	Iteration 22Q: 3 clusters Score -1292825 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1292835.500000 Penalty: 4619.823242
	Iteration 23Q: 3 clusters Score -1292836 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1292848.000000 Penalty: 4619.823242
	Iteration 24Q: 3 clusters Score -1292848 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1292854.750000 Penalty: 4619.823242
	Iteration 25Q: 3 clusters Score -1292855 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1292860.375000 Penalty: 4619.823242
	Iteration 26Q: 3 clusters Score -1292860 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1292871.125000 Penalty: 4619.823242
	Iteration 27Q: 3 clusters Score -1292871 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1292878.750000 Penalty: 4619.823242
	Iteration 28Q: 3 clusters Score -1292879 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1292894.625000 Penalty: 4619.823242
	Iteration 29Q: 3 clusters Score -1292895 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1292907.625000 Penalty: 4619.823242
	Iteration 30Q: 3 clusters Score -1292908 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1292922.625000 Penalty: 4619.823242
	Iteration 31Q: 3 clusters Score -1292923 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1292929.375000 Penalty: 4619.823242
	Iteration 32Q: 3 clusters Score -1292929 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1292946.250000 Penalty: 4619.823242
	Iteration 33Q: 3 clusters Score -1292946 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1292961.375000 Penalty: 4619.823242
	Iteration 34Q: 3 clusters Score -1292961 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1292979.250000 Penalty: 4619.823242
	Iteration 35Q: 3 clusters Score -1292979 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1292991.250000 Penalty: 4619.823242
	Iteration 36Q: 3 clusters Score -1292991 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1293011.125000 Penalty: 4619.823242
	Iteration 37Q: 3 clusters Score -1293011 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1293022.625000 Penalty: 4619.823242
	Iteration 38Q: 3 clusters Score -1293023 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1293037.000000 Penalty: 4619.823242
	Iteration 39Q: 3 clusters Score -1293037 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1293046.625000 Penalty: 4619.823242
	Iteration 40F: 3 clusters Score -1293047 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1293062.375000 Penalty: 4619.823242
	Iteration 41Q: 3 clusters Score -1293062 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1293071.000000 Penalty: 4619.823242
	Iteration 42Q: 3 clusters Score -1293071 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1293076.875000 Penalty: 4619.823242
	Iteration 43Q: 3 clusters Score -1293077 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1293085.750000 Penalty: 4619.823242
	Iteration 44Q: 3 clusters Score -1293086 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1293093.625000 Penalty: 4619.823242
	Iteration 45Q: 3 clusters Score -1293094 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1293094.125000 Penalty: 4619.823242
	Iteration 46Q: 3 clusters Score -1293094 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1293101.375000 Penalty: 4619.823242
	Iteration 47Q: 3 clusters Score -1293101 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1293109.125000 Penalty: 4619.823242
	Iteration 48Q: 3 clusters Score -1293109 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1293113.625000 Penalty: 4619.823242
	Iteration 49Q: 3 clusters Score -1293114 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1293124.750000 Penalty: 4619.823242
	Iteration 50Q: 3 clusters Score -1293125 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1293129.125000 Penalty: 4619.823242
	Iteration 51Q: 3 clusters Score -1293129 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1293134.375000 Penalty: 4619.823242
	Iteration 52Q: 3 clusters Score -1293134 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1293139.125000 Penalty: 4619.823242
	Iteration 53Q: 3 clusters Score -1293139 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1293144.375000 Penalty: 4619.823242
	Iteration 54Q: 3 clusters Score -1293144 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1293151.125000 Penalty: 4619.823242
	Iteration 55Q: 3 clusters Score -1293151 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1293156.000000 Penalty: 4619.823242
	Iteration 56Q: 3 clusters Score -1293156 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1293163.750000 Penalty: 4619.823242
	Iteration 57Q: 3 clusters Score -1293164 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1293174.000000 Penalty: 4619.823242
	Iteration 58Q: 3 clusters Score -1293174 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1293186.625000 Penalty: 4619.823242
	Iteration 59Q: 3 clusters Score -1293187 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1293205.125000 Penalty: 4619.823242
	Iteration 60F: 3 clusters Score -1293205 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1293208.250000 Penalty: 4619.823242
	Iteration 61Q: 3 clusters Score -1293208 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1293213.875000 Penalty: 4619.823242
	Iteration 62Q: 3 clusters Score -1293214 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1293219.375000 Penalty: 4619.823242
	Iteration 63Q: 3 clusters Score -1293219 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1293229.000000 Penalty: 4619.823242
	Iteration 64Q: 3 clusters Score -1293229 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1293230.125000 Penalty: 4619.823242
	Iteration 65Q: 3 clusters Score -1293230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1293238.625000 Penalty: 4619.823242
	Iteration 66Q: 3 clusters Score -1293239 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1293243.125000 Penalty: 4619.823242
	Iteration 67Q: 3 clusters Score -1293243 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1293251.750000 Penalty: 4619.823242
	Iteration 68Q: 3 clusters Score -1293252 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1293259.750000 Penalty: 4619.823242
	Iteration 69Q: 3 clusters Score -1293260 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1293267.500000 Penalty: 4619.823242
	Iteration 70Q: 3 clusters Score -1293268 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1293281.000000 Penalty: 4619.823242
	Iteration 71Q: 3 clusters Score -1293281 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1293290.875000 Penalty: 4619.823242
	Iteration 72Q: 3 clusters Score -1293291 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1293302.875000 Penalty: 4619.823242
	Iteration 73Q: 3 clusters Score -1293303 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1293309.125000 Penalty: 4619.823242
	Iteration 74Q: 3 clusters Score -1293309 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1293313.375000 Penalty: 4619.823242
	Iteration 75Q: 3 clusters Score -1293313 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1293330.500000 Penalty: 4619.823242
	Iteration 76Q: 3 clusters Score -1293330 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1293338.125000 Penalty: 4619.823242
	Iteration 77Q: 3 clusters Score -1293338 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1293354.125000 Penalty: 4619.823242
	Iteration 78Q: 3 clusters Score -1293354 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1293363.375000 Penalty: 4619.823242
	Iteration 79Q: 3 clusters Score -1293363 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1293367.125000 Penalty: 4619.823242
	Iteration 80F: 3 clusters Score -1293367 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1293368.500000 Penalty: 4619.823242
	Iteration 81Q: 3 clusters Score -1293368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1293372.250000 Penalty: 4619.823242
	Iteration 82Q: 3 clusters Score -1293372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1293377.000000 Penalty: 4619.823242
	Iteration 83Q: 3 clusters Score -1293377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1293377.625000 Penalty: 4619.823242
	Iteration 84Q: 3 clusters Score -1293378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1293383.500000 Penalty: 4619.823242
	Iteration 85Q: 3 clusters Score -1293384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1293385.500000 Penalty: 4619.823242
	Iteration 86Q: 3 clusters Score -1293386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1293388.500000 Penalty: 4619.823242
	Iteration 87Q: 3 clusters Score -1293388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1293386.625000 Penalty: 4619.823242
	Iteration 88Q: 3 clusters Score -1293387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1293386.625000 Penalty: 4619.823242
	Iteration 89F: 3 clusters Score -1293387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Entering Unmasked Estep 
Score: -652027.062500 Penalty: 2142.880859
	Iteration 0F: 2 clusters Score -652027.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -647089.937500 Penalty: 4285.761719
	Iteration 0F: 3 clusters Score -647089.9 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -648390.000000 Penalty: 4285.761719
	Iteration 1F: 3 clusters Score -648390 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -648637.625000 Penalty: 4285.761719
	Iteration 2F: 3 clusters Score -648637.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -648821.625000 Penalty: 4285.761719
	Iteration 3F: 3 clusters Score -648821.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -648981.625000 Penalty: 4285.761719
	Iteration 4Q: 3 clusters Score -648981.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -649091.500000 Penalty: 4285.761719
	Iteration 5Q: 3 clusters Score -649091.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -649184.750000 Penalty: 4285.761719
	Iteration 6Q: 3 clusters Score -649184.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -649295.750000 Penalty: 4285.761719
	Iteration 7Q: 3 clusters Score -649295.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -649372.312500 Penalty: 4285.761719
	Iteration 8Q: 3 clusters Score -649372.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -649425.500000 Penalty: 4285.761719
	Iteration 9Q: 3 clusters Score -649425.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -649469.062500 Penalty: 4285.761719
	Iteration 10Q: 3 clusters Score -649469.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -649515.750000 Penalty: 4285.761719
	Iteration 11Q: 3 clusters Score -649515.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -649565.312500 Penalty: 4285.761719
	Iteration 12Q: 3 clusters Score -649565.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -649619.187500 Penalty: 4285.761719
	Iteration 13Q: 3 clusters Score -649619.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -649674.562500 Penalty: 4285.761719
	Iteration 14Q: 3 clusters Score -649674.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -649715.000000 Penalty: 4285.761719
	Iteration 15Q: 3 clusters Score -649715 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -649755.062500 Penalty: 4285.761719
	Iteration 16Q: 3 clusters Score -649755.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -649794.312500 Penalty: 4285.761719
	Iteration 17Q: 3 clusters Score -649794.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -649826.625000 Penalty: 4285.761719
	Iteration 18Q: 3 clusters Score -649826.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -649858.812500 Penalty: 4285.761719
	Iteration 19Q: 3 clusters Score -649858.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -649889.312500 Penalty: 4285.761719
	Iteration 20F: 3 clusters Score -649889.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -649916.625000 Penalty: 4285.761719
	Iteration 21Q: 3 clusters Score -649916.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -649938.687500 Penalty: 4285.761719
	Iteration 22Q: 3 clusters Score -649938.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -649957.000000 Penalty: 4285.761719
	Iteration 23Q: 3 clusters Score -649957 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -649972.062500 Penalty: 4285.761719
	Iteration 24Q: 3 clusters Score -649972.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -649993.062500 Penalty: 4285.761719
	Iteration 25Q: 3 clusters Score -649993.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -650005.500000 Penalty: 4285.761719
	Iteration 26Q: 3 clusters Score -650005.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -650018.937500 Penalty: 4285.761719
	Iteration 27Q: 3 clusters Score -650018.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -650032.375000 Penalty: 4285.761719
	Iteration 28Q: 3 clusters Score -650032.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -650043.875000 Penalty: 4285.761719
	Iteration 29Q: 3 clusters Score -650043.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -650059.250000 Penalty: 4285.761719
	Iteration 30Q: 3 clusters Score -650059.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -650075.250000 Penalty: 4285.761719
	Iteration 31Q: 3 clusters Score -650075.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -650087.687500 Penalty: 4285.761719
	Iteration 32Q: 3 clusters Score -650087.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -650099.562500 Penalty: 4285.761719
	Iteration 33Q: 3 clusters Score -650099.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -650112.000000 Penalty: 4285.761719
	Iteration 34Q: 3 clusters Score -650112 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -650124.437500 Penalty: 4285.761719
	Iteration 35Q: 3 clusters Score -650124.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -650136.875000 Penalty: 4285.761719
	Iteration 36Q: 3 clusters Score -650136.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -650143.562500 Penalty: 4285.761719
	Iteration 37Q: 3 clusters Score -650143.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -650147.937500 Penalty: 4285.761719
	Iteration 38Q: 3 clusters Score -650147.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -650152.000000 Penalty: 4285.761719
	Iteration 39Q: 3 clusters Score -650152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -650157.312500 Penalty: 4285.761719
	Iteration 40F: 3 clusters Score -650157.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -650160.125000 Penalty: 4285.761719
	Iteration 41Q: 3 clusters Score -650160.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -650164.625000 Penalty: 4285.761719
	Iteration 42Q: 3 clusters Score -650164.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -650173.562500 Penalty: 4285.761719
	Iteration 43Q: 3 clusters Score -650173.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -650180.000000 Penalty: 4285.761719
	Iteration 44Q: 3 clusters Score -650180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -650184.625000 Penalty: 4285.761719
	Iteration 45Q: 3 clusters Score -650184.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -650188.500000 Penalty: 4285.761719
	Iteration 46Q: 3 clusters Score -650188.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -650192.000000 Penalty: 4285.761719
	Iteration 47Q: 3 clusters Score -650192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -650195.187500 Penalty: 4285.761719
	Iteration 48Q: 3 clusters Score -650195.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -650200.312500 Penalty: 4285.761719
	Iteration 49Q: 3 clusters Score -650200.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -650207.562500 Penalty: 4285.761719
	Iteration 50Q: 3 clusters Score -650207.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -650210.062500 Penalty: 4285.761719
	Iteration 51Q: 3 clusters Score -650210.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -650212.500000 Penalty: 4285.761719
	Iteration 52Q: 3 clusters Score -650212.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -650217.562500 Penalty: 4285.761719
	Iteration 53Q: 3 clusters Score -650217.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -650223.250000 Penalty: 4285.761719
	Iteration 54Q: 3 clusters Score -650223.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -650227.875000 Penalty: 4285.761719
	Iteration 55Q: 3 clusters Score -650227.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -650231.000000 Penalty: 4285.761719
	Iteration 56Q: 3 clusters Score -650231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -650232.687500 Penalty: 4285.761719
	Iteration 57Q: 3 clusters Score -650232.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -650234.500000 Penalty: 4285.761719
	Iteration 58Q: 3 clusters Score -650234.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -650238.937500 Penalty: 4285.761719
	Iteration 59Q: 3 clusters Score -650238.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -650241.687500 Penalty: 4285.761719
	Iteration 60F: 3 clusters Score -650241.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -650246.937500 Penalty: 4285.761719
	Iteration 61Q: 3 clusters Score -650246.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -650252.062500 Penalty: 4285.761719
	Iteration 62Q: 3 clusters Score -650252.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -650253.562500 Penalty: 4285.761719
	Iteration 63Q: 3 clusters Score -650253.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -650252.000000 Penalty: 4285.761719
	Iteration 64Q: 3 clusters Score -650252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -650253.812500 Penalty: 4285.761719
	Iteration 65Q: 3 clusters Score -650253.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -650253.250000 Penalty: 4285.761719
	Iteration 66Q: 3 clusters Score -650253.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -650255.750000 Penalty: 4285.761719
	Iteration 67Q: 3 clusters Score -650255.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -650256.937500 Penalty: 4285.761719
	Iteration 68Q: 3 clusters Score -650256.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -650257.750000 Penalty: 4285.761719
	Iteration 69Q: 3 clusters Score -650257.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -650258.687500 Penalty: 4285.761719
	Iteration 70Q: 3 clusters Score -650258.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -650258.500000 Penalty: 4285.761719
	Iteration 71Q: 3 clusters Score -650258.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -650258.937500 Penalty: 4285.761719
	Iteration 72Q: 3 clusters Score -650258.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -650259.312500 Penalty: 4285.761719
	Iteration 73Q: 3 clusters Score -650259.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -650260.687500 Penalty: 4285.761719
	Iteration 74Q: 3 clusters Score -650260.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -650260.687500 Penalty: 4285.761719
	Iteration 75Q: 3 clusters Score -650260.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -650260.687500 Penalty: 4285.761719
	Iteration 76F: 3 clusters Score -650260.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (12371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Entering Unmasked Estep 
Score: -1498722.375000 Penalty: 2336.931396
	Iteration 0F: 2 clusters Score -1498722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1489484.250000 Penalty: 4673.862793
	Iteration 0F: 3 clusters Score -1489484 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1492374.000000 Penalty: 4673.862793
	Iteration 1F: 3 clusters Score -1492374 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1492701.125000 Penalty: 4673.862793
	Iteration 2F: 3 clusters Score -1492701 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1493016.500000 Penalty: 4673.862793
	Iteration 3F: 3 clusters Score -1493016 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1493328.500000 Penalty: 4673.862793
	Iteration 4Q: 3 clusters Score -1493328 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1493622.250000 Penalty: 4673.862793
	Iteration 5Q: 3 clusters Score -1493622 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1493976.500000 Penalty: 4673.862793
	Iteration 6Q: 3 clusters Score -1493976 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1494350.125000 Penalty: 4673.862793
	Iteration 7Q: 3 clusters Score -1494350 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1494731.875000 Penalty: 4673.862793
	Iteration 8F: 3 clusters Score -1494732 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1495072.625000 Penalty: 4673.862793
	Iteration 9Q: 3 clusters Score -1495073 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1495355.750000 Penalty: 4673.862793
	Iteration 10Q: 3 clusters Score -1495356 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1495570.625000 Penalty: 4673.862793
	Iteration 11Q: 3 clusters Score -1495571 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1495707.250000 Penalty: 4673.862793
	Iteration 12Q: 3 clusters Score -1495707 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1495797.250000 Penalty: 4673.862793
	Iteration 13Q: 3 clusters Score -1495797 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1495866.875000 Penalty: 4673.862793
	Iteration 14Q: 3 clusters Score -1495867 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1495921.000000 Penalty: 4673.862793
	Iteration 15Q: 3 clusters Score -1495921 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1495959.625000 Penalty: 4673.862793
	Iteration 16Q: 3 clusters Score -1495960 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1495986.875000 Penalty: 4673.862793
	Iteration 17Q: 3 clusters Score -1495987 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1495998.500000 Penalty: 4673.862793
	Iteration 18Q: 3 clusters Score -1495998 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1496011.500000 Penalty: 4673.862793
	Iteration 19Q: 3 clusters Score -1496012 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1496018.500000 Penalty: 4673.862793
	Iteration 20F: 3 clusters Score -1496018 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1496031.750000 Penalty: 4673.862793
	Iteration 21Q: 3 clusters Score -1496032 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1496040.000000 Penalty: 4673.862793
	Iteration 22Q: 3 clusters Score -1496040 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1496043.875000 Penalty: 4673.862793
	Iteration 23Q: 3 clusters Score -1496044 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1496053.750000 Penalty: 4673.862793
	Iteration 24Q: 3 clusters Score -1496054 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1496057.375000 Penalty: 4673.862793
	Iteration 25Q: 3 clusters Score -1496057 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1496060.500000 Penalty: 4673.862793
	Iteration 26Q: 3 clusters Score -1496060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1496059.500000 Penalty: 4673.862793
	Iteration 27Q: 3 clusters Score -1496060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1496060.375000 Penalty: 4673.862793
	Iteration 28Q: 3 clusters Score -1496060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1496065.375000 Penalty: 4673.862793
	Iteration 29Q: 3 clusters Score -1496065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1496066.125000 Penalty: 4673.862793
	Iteration 30Q: 3 clusters Score -1496066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1496068.125000 Penalty: 4673.862793
	Iteration 31Q: 3 clusters Score -1496068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1496069.875000 Penalty: 4673.862793
	Iteration 32Q: 3 clusters Score -1496070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1496071.625000 Penalty: 4673.862793
	Iteration 33Q: 3 clusters Score -1496072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1496073.750000 Penalty: 4673.862793
	Iteration 34Q: 3 clusters Score -1496074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1496071.875000 Penalty: 4673.862793
	Iteration 35Q: 3 clusters Score -1496072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1496075.625000 Penalty: 4673.862793
	Iteration 36Q: 3 clusters Score -1496076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1496078.375000 Penalty: 4673.862793
	Iteration 37Q: 3 clusters Score -1496078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1496083.500000 Penalty: 4673.862793
	Iteration 38Q: 3 clusters Score -1496084 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1496089.500000 Penalty: 4673.862793
	Iteration 39Q: 3 clusters Score -1496090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1496088.125000 Penalty: 4673.862793
	Iteration 40F: 3 clusters Score -1496088 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1496093.375000 Penalty: 4673.862793
	Iteration 41Q: 3 clusters Score -1496093 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1496100.875000 Penalty: 4673.862793
	Iteration 42Q: 3 clusters Score -1496101 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1496102.625000 Penalty: 4673.862793
	Iteration 43Q: 3 clusters Score -1496103 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1496106.000000 Penalty: 4673.862793
	Iteration 44Q: 3 clusters Score -1496106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1496106.750000 Penalty: 4673.862793
	Iteration 45Q: 3 clusters Score -1496107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1496106.750000 Penalty: 4673.862793
	Iteration 46Q: 3 clusters Score -1496107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1496106.000000 Penalty: 4673.862793
	Iteration 47Q: 3 clusters Score -1496106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1496107.000000 Penalty: 4673.862793
	Iteration 48Q: 3 clusters Score -1496107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1496106.125000 Penalty: 4673.862793
	Iteration 49Q: 3 clusters Score -1496106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1496107.375000 Penalty: 4673.862793
	Iteration 50Q: 3 clusters Score -1496107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1496111.625000 Penalty: 4673.862793
	Iteration 51Q: 3 clusters Score -1496112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1496113.500000 Penalty: 4673.862793
	Iteration 52Q: 3 clusters Score -1496114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1496115.875000 Penalty: 4673.862793
	Iteration 53Q: 3 clusters Score -1496116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1496120.875000 Penalty: 4673.862793
	Iteration 54Q: 3 clusters Score -1496121 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1496120.750000 Penalty: 4673.862793
	Iteration 55Q: 3 clusters Score -1496121 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1496128.500000 Penalty: 4673.862793
	Iteration 56Q: 3 clusters Score -1496128 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1496131.625000 Penalty: 4673.862793
	Iteration 57Q: 3 clusters Score -1496132 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1496133.875000 Penalty: 4673.862793
	Iteration 58Q: 3 clusters Score -1496134 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1496142.375000 Penalty: 4673.862793
	Iteration 59Q: 3 clusters Score -1496142 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1496144.625000 Penalty: 4673.862793
	Iteration 60F: 3 clusters Score -1496145 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1496153.125000 Penalty: 4673.862793
	Iteration 61Q: 3 clusters Score -1496153 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1496155.000000 Penalty: 4673.862793
	Iteration 62Q: 3 clusters Score -1496155 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1496157.625000 Penalty: 4673.862793
	Iteration 63Q: 3 clusters Score -1496158 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1496163.250000 Penalty: 4673.862793
	Iteration 64Q: 3 clusters Score -1496163 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1496167.000000 Penalty: 4673.862793
	Iteration 65Q: 3 clusters Score -1496167 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1496169.750000 Penalty: 4673.862793
	Iteration 66Q: 3 clusters Score -1496170 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1496173.250000 Penalty: 4673.862793
	Iteration 67Q: 3 clusters Score -1496173 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1496173 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1496176.375000 Penalty: 4673.862793
	Iteration 69Q: 3 clusters Score -1496176 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1496182.375000 Penalty: 4673.862793
	Iteration 70Q: 3 clusters Score -1496182 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1496182.500000 Penalty: 4673.862793
	Iteration 71Q: 3 clusters Score -1496182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1496185.250000 Penalty: 4673.862793
	Iteration 72Q: 3 clusters Score -1496185 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1496191.875000 Penalty: 4673.862793
	Iteration 73Q: 3 clusters Score -1496192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1496188.250000 Penalty: 4673.862793
	Iteration 74Q: 3 clusters Score -1496188 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1496192.250000 Penalty: 4673.862793
	Iteration 75Q: 3 clusters Score -1496192 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1496195.250000 Penalty: 4673.862793
	Iteration 76Q: 3 clusters Score -1496195 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1496205.125000 Penalty: 4673.862793
	Iteration 77Q: 3 clusters Score -1496205 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1496211.625000 Penalty: 4673.862793
	Iteration 78Q: 3 clusters Score -1496212 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1496215.250000 Penalty: 4673.862793
	Iteration 79Q: 3 clusters Score -1496215 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1496223.750000 Penalty: 4673.862793
	Iteration 80F: 3 clusters Score -1496224 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1496233.875000 Penalty: 4673.862793
	Iteration 81Q: 3 clusters Score -1496234 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1496235.500000 Penalty: 4673.862793
	Iteration 82Q: 3 clusters Score -1496236 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1496245.875000 Penalty: 4673.862793
	Iteration 83Q: 3 clusters Score -1496246 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1496249.250000 Penalty: 4673.862793
	Iteration 84Q: 3 clusters Score -1496249 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1496255.000000 Penalty: 4673.862793
	Iteration 85Q: 3 clusters Score -1496255 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1496261.625000 Penalty: 4673.862793
	Iteration 86Q: 3 clusters Score -1496262 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1496269.000000 Penalty: 4673.862793
	Iteration 87Q: 3 clusters Score -1496269 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1496275.125000 Penalty: 4673.862793
	Iteration 88Q: 3 clusters Score -1496275 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1496284.250000 Penalty: 4673.862793
	Iteration 89Q: 3 clusters Score -1496284 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1496294.000000 Penalty: 4673.862793
	Iteration 90Q: 3 clusters Score -1496294 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1496304.625000 Penalty: 4673.862793
	Iteration 91Q: 3 clusters Score -1496305 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1496333.125000 Penalty: 4673.862793
	Iteration 92Q: 3 clusters Score -1496333 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1496373.875000 Penalty: 4673.862793
	Iteration 93Q: 3 clusters Score -1496374 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1496421.375000 Penalty: 4673.862793
	Iteration 94Q: 3 clusters Score -1496421 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1496467.500000 Penalty: 4673.862793
	Iteration 95Q: 3 clusters Score -1496468 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1496519.500000 Penalty: 4673.862793
	Iteration 96Q: 3 clusters Score -1496520 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1496554.625000 Penalty: 4673.862793
	Iteration 97Q: 3 clusters Score -1496555 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1496595.000000 Penalty: 4673.862793
	Iteration 98Q: 3 clusters Score -1496595 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1496628.875000 Penalty: 4673.862793
	Iteration 99Q: 3 clusters Score -1496629 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1496661.250000 Penalty: 4673.862793
	Iteration 100F: 3 clusters Score -1496661 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1496687.250000 Penalty: 4673.862793
	Iteration 101Q: 3 clusters Score -1496687 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1496726.500000 Penalty: 4673.862793
	Iteration 102Q: 3 clusters Score -1496726 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1496757.375000 Penalty: 4673.862793
	Iteration 103Q: 3 clusters Score -1496757 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1496779.500000 Penalty: 4673.862793
	Iteration 104Q: 3 clusters Score -1496780 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1496786.875000 Penalty: 4673.862793
	Iteration 105Q: 3 clusters Score -1496787 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1496794.625000 Penalty: 4673.862793
	Iteration 106Q: 3 clusters Score -1496795 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1496800.500000 Penalty: 4673.862793
	Iteration 107Q: 3 clusters Score -1496800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1496803.875000 Penalty: 4673.862793
	Iteration 108Q: 3 clusters Score -1496804 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1496815.875000 Penalty: 4673.862793
	Iteration 109Q: 3 clusters Score -1496816 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1496820.875000 Penalty: 4673.862793
	Iteration 110Q: 3 clusters Score -1496821 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1496831.125000 Penalty: 4673.862793
	Iteration 111Q: 3 clusters Score -1496831 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1496840.250000 Penalty: 4673.862793
	Iteration 112Q: 3 clusters Score -1496840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1496843.125000 Penalty: 4673.862793
	Iteration 113Q: 3 clusters Score -1496843 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1496845.000000 Penalty: 4673.862793
	Iteration 114Q: 3 clusters Score -1496845 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1496851.250000 Penalty: 4673.862793
	Iteration 115Q: 3 clusters Score -1496851 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1496858.375000 Penalty: 4673.862793
	Iteration 116Q: 3 clusters Score -1496858 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1496866.375000 Penalty: 4673.862793
	Iteration 117Q: 3 clusters Score -1496866 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1496873.125000 Penalty: 4673.862793
	Iteration 118Q: 3 clusters Score -1496873 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1496881.250000 Penalty: 4673.862793
	Iteration 119Q: 3 clusters Score -1496881 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1496887.625000 Penalty: 4673.862793
	Iteration 120F: 3 clusters Score -1496888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1496892.750000 Penalty: 4673.862793
	Iteration 121Q: 3 clusters Score -1496893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1496896.500000 Penalty: 4673.862793
	Iteration 122Q: 3 clusters Score -1496896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1496899.000000 Penalty: 4673.862793
	Iteration 123Q: 3 clusters Score -1496899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1496898.875000 Penalty: 4673.862793
	Iteration 124Q: 3 clusters Score -1496899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1496900.750000 Penalty: 4673.862793
	Iteration 125Q: 3 clusters Score -1496901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1496905.375000 Penalty: 4673.862793
	Iteration 126Q: 3 clusters Score -1496905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1496904.625000 Penalty: 4673.862793
	Iteration 127Q: 3 clusters Score -1496905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1496908.125000 Penalty: 4673.862793
	Iteration 128Q: 3 clusters Score -1496908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1496906.125000 Penalty: 4673.862793
	Iteration 129Q: 3 clusters Score -1496906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1496907.625000 Penalty: 4673.862793
	Iteration 130Q: 3 clusters Score -1496908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1496916.000000 Penalty: 4673.862793
	Iteration 131Q: 3 clusters Score -1496916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1496918.000000 Penalty: 4673.862793
	Iteration 132Q: 3 clusters Score -1496918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1496923.875000 Penalty: 4673.862793
	Iteration 133Q: 3 clusters Score -1496924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1496927.875000 Penalty: 4673.862793
	Iteration 134Q: 3 clusters Score -1496928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1496935.250000 Penalty: 4673.862793
	Iteration 135Q: 3 clusters Score -1496935 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1496938.625000 Penalty: 4673.862793
	Iteration 136Q: 3 clusters Score -1496939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1496941.750000 Penalty: 4673.862793
	Iteration 137Q: 3 clusters Score -1496942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1496940.500000 Penalty: 4673.862793
	Iteration 138Q: 3 clusters Score -1496940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1496938.000000 Penalty: 4673.862793
	Iteration 139Q: 3 clusters Score -1496938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1496946.125000 Penalty: 4673.862793
	Iteration 140F: 3 clusters Score -1496946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1496947.000000 Penalty: 4673.862793
	Iteration 141Q: 3 clusters Score -1496947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1496951.250000 Penalty: 4673.862793
	Iteration 142Q: 3 clusters Score -1496951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1496952.000000 Penalty: 4673.862793
	Iteration 143Q: 3 clusters Score -1496952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1496953.500000 Penalty: 4673.862793
	Iteration 144Q: 3 clusters Score -1496954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1496953.500000 Penalty: 4673.862793
	Iteration 145F: 3 clusters Score -1496954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Entering Unmasked Estep 
Score: -308019.656250 Penalty: 1979.469849
	Iteration 0F: 2 clusters Score -308019.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -304836.125000 Penalty: 3958.939697
	Iteration 0F: 3 clusters Score -304836.1 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -305596.656250 Penalty: 3958.939697
	Iteration 1F: 3 clusters Score -305596.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -305822.375000 Penalty: 3958.939697
	Iteration 2F: 3 clusters Score -305822.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -305993.656250 Penalty: 3958.939697
	Iteration 3F: 3 clusters Score -305993.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -306138.031250 Penalty: 3958.939697
	Iteration 4F: 3 clusters Score -306138 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -306239.625000 Penalty: 3958.939697
	Iteration 5Q: 3 clusters Score -306239.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -306315.250000 Penalty: 3958.939697
	Iteration 6Q: 3 clusters Score -306315.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -306373.843750 Penalty: 3958.939697
	Iteration 7Q: 3 clusters Score -306373.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -306415.312500 Penalty: 3958.939697
	Iteration 8Q: 3 clusters Score -306415.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -306452.000000 Penalty: 3958.939697
	Iteration 9Q: 3 clusters Score -306452 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -306470.468750 Penalty: 3958.939697
	Iteration 10Q: 3 clusters Score -306470.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -306477.312500 Penalty: 3958.939697
	Iteration 11Q: 3 clusters Score -306477.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -306481.500000 Penalty: 3958.939697
	Iteration 12Q: 3 clusters Score -306481.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -306483.718750 Penalty: 3958.939697
	Iteration 13Q: 3 clusters Score -306483.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -306486.562500 Penalty: 3958.939697
	Iteration 14Q: 3 clusters Score -306486.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -306490.000000 Penalty: 3958.939697
	Iteration 15Q: 3 clusters Score -306490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -306493.437500 Penalty: 3958.939697
	Iteration 16Q: 3 clusters Score -306493.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -306494.156250 Penalty: 3958.939697
	Iteration 17Q: 3 clusters Score -306494.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -306495.250000 Penalty: 3958.939697
	Iteration 18Q: 3 clusters Score -306495.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -306495.156250 Penalty: 3958.939697
	Iteration 19Q: 3 clusters Score -306495.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -306495.156250 Penalty: 3958.939697
	Iteration 20F: 3 clusters Score -306495.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Entering Unmasked Estep 
Score: -761727.375000 Penalty: 2186.248535
	Iteration 0F: 2 clusters Score -761727.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -756129.125000 Penalty: 4372.497070
	Iteration 0F: 3 clusters Score -756129.1 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -757746.562500 Penalty: 4372.497070
	Iteration 1F: 3 clusters Score -757746.6 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -758181.750000 Penalty: 4372.497070
	Iteration 2F: 3 clusters Score -758181.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -758517.437500 Penalty: 4372.497070
	Iteration 3F: 3 clusters Score -758517.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -758770.500000 Penalty: 4372.497070
	Iteration 4F: 3 clusters Score -758770.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -758966.125000 Penalty: 4372.497070
	Iteration 5Q: 3 clusters Score -758966.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -759137.812500 Penalty: 4372.497070
	Iteration 6Q: 3 clusters Score -759137.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -759277.875000 Penalty: 4372.497070
	Iteration 7Q: 3 clusters Score -759277.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -759388.125000 Penalty: 4372.497070
	Iteration 8Q: 3 clusters Score -759388.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -759491.125000 Penalty: 4372.497070
	Iteration 9Q: 3 clusters Score -759491.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -759584.187500 Penalty: 4372.497070
	Iteration 10Q: 3 clusters Score -759584.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -759656.312500 Penalty: 4372.497070
	Iteration 11Q: 3 clusters Score -759656.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -759731.187500 Penalty: 4372.497070
	Iteration 12Q: 3 clusters Score -759731.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -759814.500000 Penalty: 4372.497070
	Iteration 13Q: 3 clusters Score -759814.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -759900.625000 Penalty: 4372.497070
	Iteration 14Q: 3 clusters Score -759900.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -760014.250000 Penalty: 4372.497070
	Iteration 15Q: 3 clusters Score -760014.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -760118.687500 Penalty: 4372.497070
	Iteration 16Q: 3 clusters Score -760118.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -760203.750000 Penalty: 4372.497070
	Iteration 17Q: 3 clusters Score -760203.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -760276.437500 Penalty: 4372.497070
	Iteration 18Q: 3 clusters Score -760276.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -760351.187500 Penalty: 4372.497070
	Iteration 19Q: 3 clusters Score -760351.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -760422.437500 Penalty: 4372.497070
	Iteration 20F: 3 clusters Score -760422.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -760478.500000 Penalty: 4372.497070
	Iteration 21Q: 3 clusters Score -760478.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -760529.312500 Penalty: 4372.497070
	Iteration 22Q: 3 clusters Score -760529.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -760589.562500 Penalty: 4372.497070
	Iteration 23Q: 3 clusters Score -760589.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -760647.625000 Penalty: 4372.497070
	Iteration 24Q: 3 clusters Score -760647.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -760707.625000 Penalty: 4372.497070
	Iteration 25Q: 3 clusters Score -760707.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -760763.375000 Penalty: 4372.497070
	Iteration 26Q: 3 clusters Score -760763.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -760816.875000 Penalty: 4372.497070
	Iteration 27Q: 3 clusters Score -760816.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -760857.437500 Penalty: 4372.497070
	Iteration 28Q: 3 clusters Score -760857.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -760896.500000 Penalty: 4372.497070
	Iteration 29Q: 3 clusters Score -760896.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -760920.812500 Penalty: 4372.497070
	Iteration 30Q: 3 clusters Score -760920.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -760935.312500 Penalty: 4372.497070
	Iteration 31Q: 3 clusters Score -760935.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -760939.687500 Penalty: 4372.497070
	Iteration 32Q: 3 clusters Score -760939.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -760944.562500 Penalty: 4372.497070
	Iteration 33Q: 3 clusters Score -760944.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -760946.937500 Penalty: 4372.497070
	Iteration 34Q: 3 clusters Score -760946.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -760947.750000 Penalty: 4372.497070
	Iteration 35Q: 3 clusters Score -760947.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -760949.812500 Penalty: 4372.497070
	Iteration 36Q: 3 clusters Score -760949.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -760951.187500 Penalty: 4372.497070
	Iteration 37Q: 3 clusters Score -760951.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -760951.562500 Penalty: 4372.497070
	Iteration 38Q: 3 clusters Score -760951.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -760953.062500 Penalty: 4372.497070
	Iteration 39Q: 3 clusters Score -760953.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -760954.562500 Penalty: 4372.497070
	Iteration 40F: 3 clusters Score -760954.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -760957.062500 Penalty: 4372.497070
	Iteration 41Q: 3 clusters Score -760957.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -760958.500000 Penalty: 4372.497070
	Iteration 42Q: 3 clusters Score -760958.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -760958.375000 Penalty: 4372.497070
	Iteration 43Q: 3 clusters Score -760958.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -760958.937500 Penalty: 4372.497070
	Iteration 44Q: 3 clusters Score -760958.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -760961.437500 Penalty: 4372.497070
	Iteration 45Q: 3 clusters Score -760961.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -760961.750000 Penalty: 4372.497070
	Iteration 46Q: 3 clusters Score -760961.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -760962.937500 Penalty: 4372.497070
	Iteration 47Q: 3 clusters Score -760962.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -760962.937500 Penalty: 4372.497070
	Iteration 48F: 3 clusters Score -760962.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Entering Unmasked Estep 
Score: -1256742.750000 Penalty: 2305.217773
	Iteration 0F: 2 clusters Score -1256743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1248597.750000 Penalty: 4610.435547
	Iteration 0F: 3 clusters Score -1248598 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1251093.875000 Penalty: 4610.435547
	Iteration 1F: 3 clusters Score -1251094 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1251550.375000 Penalty: 4610.435547
	Iteration 2F: 3 clusters Score -1251550 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1251893.000000 Penalty: 4610.435547
	Iteration 3F: 3 clusters Score -1251893 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1252217.250000 Penalty: 4610.435547
	Iteration 4F: 3 clusters Score -1252217 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1252498.750000 Penalty: 4610.435547
	Iteration 5Q: 3 clusters Score -1252499 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1252771.250000 Penalty: 4610.435547
	Iteration 6Q: 3 clusters Score -1252771 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1253050.000000 Penalty: 4610.435547
	Iteration 7Q: 3 clusters Score -1253050 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1253318.375000 Penalty: 4610.435547
	Iteration 8Q: 3 clusters Score -1253318 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1253539.875000 Penalty: 4610.435547
	Iteration 9Q: 3 clusters Score -1253540 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1253730.375000 Penalty: 4610.435547
	Iteration 10Q: 3 clusters Score -1253730 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1253885.250000 Penalty: 4610.435547
	Iteration 11Q: 3 clusters Score -1253885 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1254021.375000 Penalty: 4610.435547
	Iteration 12Q: 3 clusters Score -1254021 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1254164.625000 Penalty: 4610.435547
	Iteration 13Q: 3 clusters Score -1254165 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1254317.500000 Penalty: 4610.435547
	Iteration 14Q: 3 clusters Score -1254318 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1254524.875000 Penalty: 4610.435547
	Iteration 15Q: 3 clusters Score -1254525 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1254784.125000 Penalty: 4610.435547
	Iteration 16Q: 3 clusters Score -1254784 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1255029.375000 Penalty: 4610.435547
	Iteration 17Q: 3 clusters Score -1255029 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1255256.500000 Penalty: 4610.435547
	Iteration 18Q: 3 clusters Score -1255256 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1255406.625000 Penalty: 4610.435547
	Iteration 19Q: 3 clusters Score -1255407 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1255507.125000 Penalty: 4610.435547
	Iteration 20F: 3 clusters Score -1255507 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1255578.125000 Penalty: 4610.435547
	Iteration 21Q: 3 clusters Score -1255578 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1255636.125000 Penalty: 4610.435547
	Iteration 22Q: 3 clusters Score -1255636 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1255673.375000 Penalty: 4610.435547
	Iteration 23Q: 3 clusters Score -1255673 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1255693.250000 Penalty: 4610.435547
	Iteration 24Q: 3 clusters Score -1255693 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1255706.875000 Penalty: 4610.435547
	Iteration 25Q: 3 clusters Score -1255707 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1255729.625000 Penalty: 4610.435547
	Iteration 26Q: 3 clusters Score -1255730 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1255747.125000 Penalty: 4610.435547
	Iteration 27Q: 3 clusters Score -1255747 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1255762.125000 Penalty: 4610.435547
	Iteration 28Q: 3 clusters Score -1255762 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1255781.000000 Penalty: 4610.435547
	Iteration 29Q: 3 clusters Score -1255781 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1255800.625000 Penalty: 4610.435547
	Iteration 30Q: 3 clusters Score -1255801 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1255826.750000 Penalty: 4610.435547
	Iteration 31Q: 3 clusters Score -1255827 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1255855.375000 Penalty: 4610.435547
	Iteration 32Q: 3 clusters Score -1255855 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1255883.000000 Penalty: 4610.435547
	Iteration 33Q: 3 clusters Score -1255883 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1255899.750000 Penalty: 4610.435547
	Iteration 34Q: 3 clusters Score -1255900 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1255931.250000 Penalty: 4610.435547
	Iteration 35Q: 3 clusters Score -1255931 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1255962.375000 Penalty: 4610.435547
	Iteration 36Q: 3 clusters Score -1255962 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1255998.500000 Penalty: 4610.435547
	Iteration 37Q: 3 clusters Score -1255998 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1256017.750000 Penalty: 4610.435547
	Iteration 38Q: 3 clusters Score -1256018 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1256035.250000 Penalty: 4610.435547
	Iteration 39Q: 3 clusters Score -1256035 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1256051.625000 Penalty: 4610.435547
	Iteration 40F: 3 clusters Score -1256052 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1256062.000000 Penalty: 4610.435547
	Iteration 41Q: 3 clusters Score -1256062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1256067.250000 Penalty: 4610.435547
	Iteration 42Q: 3 clusters Score -1256067 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1256067.875000 Penalty: 4610.435547
	Iteration 43Q: 3 clusters Score -1256068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1256069.750000 Penalty: 4610.435547
	Iteration 44Q: 3 clusters Score -1256070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1256070.625000 Penalty: 4610.435547
	Iteration 45Q: 3 clusters Score -1256071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1256075.625000 Penalty: 4610.435547
	Iteration 46Q: 3 clusters Score -1256076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1256077.000000 Penalty: 4610.435547
	Iteration 47Q: 3 clusters Score -1256077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1256079.500000 Penalty: 4610.435547
	Iteration 48Q: 3 clusters Score -1256080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1256076.125000 Penalty: 4610.435547
	Iteration 49Q: 3 clusters Score -1256076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1256079.250000 Penalty: 4610.435547
	Iteration 50Q: 3 clusters Score -1256079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1256080.000000 Penalty: 4610.435547
	Iteration 51Q: 3 clusters Score -1256080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1256079.000000 Penalty: 4610.435547
	Iteration 52Q: 3 clusters Score -1256079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1256078.875000 Penalty: 4610.435547
	Iteration 53Q: 3 clusters Score -1256079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1256079.750000 Penalty: 4610.435547
	Iteration 54Q: 3 clusters Score -1256080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1256080.375000 Penalty: 4610.435547
	Iteration 55Q: 3 clusters Score -1256080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1256080.375000 Penalty: 4610.435547
	Iteration 56F: 3 clusters Score -1256080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (54713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54713 members 
Entering Unmasked Estep 
Score: -6690342.000000 Penalty: 2705.644531
	Iteration 0F: 2 clusters Score -6690342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -6653430.500000 Penalty: 5411.289062
	Iteration 0F: 3 clusters Score -6653430 nChanged 25522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -6667406.500000 Penalty: 5411.289062
	Iteration 1F: 3 clusters Score -6667406 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -6668068.000000 Penalty: 5411.289062
	Iteration 2Q: 3 clusters Score -6668068 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -6668769.000000 Penalty: 5411.289062
	Iteration 3Q: 3 clusters Score -6668769 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32939 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -6669776.000000 Penalty: 5411.289062
	Iteration 4Q: 3 clusters Score -6669776 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -6671423.500000 Penalty: 5411.289062
	Iteration 5F: 3 clusters Score -6671424 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39470 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -6674012.500000 Penalty: 5411.289062
	Iteration 6F: 3 clusters Score -6674012 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43800 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -6677609.500000 Penalty: 5411.289062
	Iteration 7F: 3 clusters Score -6677610 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48061 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -6681635.500000 Penalty: 5411.289062
	Iteration 8F: 3 clusters Score -6681636 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51333 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -6684773.000000 Penalty: 5411.289062
	Iteration 9F: 3 clusters Score -6684773 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53214 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -6686551.500000 Penalty: 5411.289062
	Iteration 10Q: 3 clusters Score -6686552 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54015 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -6687309.500000 Penalty: 5411.289062
	Iteration 11Q: 3 clusters Score -6687310 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54298 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -6687591.500000 Penalty: 5411.289062
	Iteration 12Q: 3 clusters Score -6687592 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54402 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -6687733.000000 Penalty: 5411.289062
	Iteration 13Q: 3 clusters Score -6687733 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54446 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -6687810.000000 Penalty: 5411.289062
	Iteration 14Q: 3 clusters Score -6687810 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54465 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -6687859.000000 Penalty: 5411.289062
	Iteration 15Q: 3 clusters Score -6687859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54471 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -6687880.500000 Penalty: 5411.289062
	Iteration 16Q: 3 clusters Score -6687880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54478 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -6687889.000000 Penalty: 5411.289062
	Iteration 17Q: 3 clusters Score -6687889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54489 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -6687903.000000 Penalty: 5411.289062
	Iteration 18Q: 3 clusters Score -6687903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54491 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -6687913.500000 Penalty: 5411.289062
	Iteration 19Q: 3 clusters Score -6687914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54490 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -6687926.500000 Penalty: 5411.289062
	Iteration 20F: 3 clusters Score -6687926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (16850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Entering Unmasked Estep 
Score: -2061432.625000 Penalty: 2413.562256
	Iteration 0F: 2 clusters Score -2061433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -2049363.375000 Penalty: 4827.124512
	Iteration 0F: 3 clusters Score -2049363 nChanged 7335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -2053247.875000 Penalty: 4827.124512
	Iteration 1F: 3 clusters Score -2053248 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -2053629.000000 Penalty: 4827.124512
	Iteration 2F: 3 clusters Score -2053629 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -2053903.250000 Penalty: 4827.124512
	Iteration 3Q: 3 clusters Score -2053903 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -2054104.250000 Penalty: 4827.124512
	Iteration 4Q: 3 clusters Score -2054104 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -2054271.875000 Penalty: 4827.124512
	Iteration 5Q: 3 clusters Score -2054272 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -2054430.125000 Penalty: 4827.124512
	Iteration 6Q: 3 clusters Score -2054430 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -2054569.500000 Penalty: 4827.124512
	Iteration 7Q: 3 clusters Score -2054570 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -2054723.750000 Penalty: 4827.124512
	Iteration 8Q: 3 clusters Score -2054724 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -2054890.375000 Penalty: 4827.124512
	Iteration 9Q: 3 clusters Score -2054890 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -2055059.875000 Penalty: 4827.124512
	Iteration 10Q: 3 clusters Score -2055060 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -2055274.625000 Penalty: 4827.124512
	Iteration 11Q: 3 clusters Score -2055275 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -2055496.125000 Penalty: 4827.124512
	Iteration 12Q: 3 clusters Score -2055496 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -2055768.500000 Penalty: 4827.124512
	Iteration 13Q: 3 clusters Score -2055768 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -2056086.750000 Penalty: 4827.124512
	Iteration 14Q: 3 clusters Score -2056087 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -2056444.375000 Penalty: 4827.124512
	Iteration 15Q: 3 clusters Score -2056444 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -2056809.875000 Penalty: 4827.124512
	Iteration 16Q: 3 clusters Score -2056810 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -2057190.500000 Penalty: 4827.124512
	Iteration 17Q: 3 clusters Score -2057190 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -2057632.375000 Penalty: 4827.124512
	Iteration 18Q: 3 clusters Score -2057632 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -2058034.875000 Penalty: 4827.124512
	Iteration 19Q: 3 clusters Score -2058035 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -2058378.250000 Penalty: 4827.124512
	Iteration 20F: 3 clusters Score -2058378 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -2058634.500000 Penalty: 4827.124512
	Iteration 21Q: 3 clusters Score -2058634 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -2058831.750000 Penalty: 4827.124512
	Iteration 22Q: 3 clusters Score -2058832 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -2058989.125000 Penalty: 4827.124512
	Iteration 23Q: 3 clusters Score -2058989 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -2059132.500000 Penalty: 4827.124512
	Iteration 24Q: 3 clusters Score -2059132 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -2059279.500000 Penalty: 4827.124512
	Iteration 25Q: 3 clusters Score -2059280 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -2059395.000000 Penalty: 4827.124512
	Iteration 26Q: 3 clusters Score -2059395 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -2059462.250000 Penalty: 4827.124512
	Iteration 27Q: 3 clusters Score -2059462 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -2059510.625000 Penalty: 4827.124512
	Iteration 28Q: 3 clusters Score -2059511 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -2059538.875000 Penalty: 4827.124512
	Iteration 29Q: 3 clusters Score -2059539 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -2059553.125000 Penalty: 4827.124512
	Iteration 30Q: 3 clusters Score -2059553 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -2059568.125000 Penalty: 4827.124512
	Iteration 31Q: 3 clusters Score -2059568 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -2059570.500000 Penalty: 4827.124512
	Iteration 32Q: 3 clusters Score -2059570 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -2059573.500000 Penalty: 4827.124512
	Iteration 33Q: 3 clusters Score -2059574 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -2059582.250000 Penalty: 4827.124512
	Iteration 34Q: 3 clusters Score -2059582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -2059579.750000 Penalty: 4827.124512
	Iteration 35Q: 3 clusters Score -2059580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -2059584.250000 Penalty: 4827.124512
	Iteration 36Q: 3 clusters Score -2059584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -2059586.750000 Penalty: 4827.124512
	Iteration 37Q: 3 clusters Score -2059587 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -2059587.875000 Penalty: 4827.124512
	Iteration 38Q: 3 clusters Score -2059588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -2059588.000000 Penalty: 4827.124512
	Iteration 39Q: 3 clusters Score -2059588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -2059589.625000 Penalty: 4827.124512
	Iteration 40F: 3 clusters Score -2059590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -2059592.625000 Penalty: 4827.124512
	Iteration 41Q: 3 clusters Score -2059593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -2059589.875000 Penalty: 4827.124512
	Iteration 42Q: 3 clusters Score -2059590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -2059589.125000 Penalty: 4827.124512
	Iteration 43Q: 3 clusters Score -2059589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -2059589.125000 Penalty: 4827.124512
	Iteration 44F: 3 clusters Score -2059589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -50412.847656 Penalty: 1522.691406
	Iteration 0F: 2 clusters Score -50412.85 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 244 members 
Entering Unmasked Estep 
Score: -48965.984375 Penalty: 3045.382812
	Iteration 0F: 3 clusters Score -48965.98 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -49128.468750 Penalty: 3045.382812
	Iteration 1F: 3 clusters Score -49128.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -49160.703125 Penalty: 3045.382812
	Iteration 2Q: 3 clusters Score -49160.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -49174.121094 Penalty: 3045.382812
	Iteration 3Q: 3 clusters Score -49174.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -49182.675781 Penalty: 3045.382812
	Iteration 4Q: 3 clusters Score -49182.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -49189.972656 Penalty: 3045.382812
	Iteration 5Q: 3 clusters Score -49189.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -49205.175781 Penalty: 3045.382812
	Iteration 6Q: 3 clusters Score -49205.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -49217.925781 Penalty: 3045.382812
	Iteration 7Q: 3 clusters Score -49217.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -49225.839844 Penalty: 3045.382812
	Iteration 8Q: 3 clusters Score -49225.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -49225.839844 Penalty: 3045.382812
	Iteration 9F: 3 clusters Score -49225.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (131632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131632 members 
Entering Unmasked Estep 
Score: -16011019.000000 Penalty: 2923.365723
	Iteration 0F: 2 clusters Score -1.601102e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65662 members 
Mstep: Class 2 contains 65970 members 
Entering Unmasked Estep 
Score: -15923145.000000 Penalty: 5846.731445
	Iteration 0F: 3 clusters Score -1.592314e+07 nChanged 62629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63897 members 
Mstep: Class 2 contains 67735 members 
Entering Unmasked Estep 
Score: -15959029.000000 Penalty: 5846.731445
	Iteration 1F: 3 clusters Score -1.595903e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62730 members 
Mstep: Class 2 contains 68902 members 
Entering Unmasked Estep 
Score: -15960018.000000 Penalty: 5846.731445
	Iteration 2Q: 3 clusters Score -1.596002e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61041 members 
Mstep: Class 2 contains 70591 members 
Entering Unmasked Estep 
Score: -15961105.000000 Penalty: 5846.731445
	Iteration 3Q: 3 clusters Score -1.59611e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58496 members 
Mstep: Class 2 contains 73136 members 
Entering Unmasked Estep 
Score: -15962569.000000 Penalty: 5846.731445
	Iteration 4Q: 3 clusters Score -1.596257e+07 nChanged 5546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54658 members 
Mstep: Class 2 contains 76974 members 
Entering Unmasked Estep 
Score: -15964572.000000 Penalty: 5846.731445
	Iteration 5Q: 3 clusters Score -1.596457e+07 nChanged 6871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48875 members 
Mstep: Class 2 contains 82757 members 
Entering Unmasked Estep 
Score: -15968300.000000 Penalty: 5846.731445
	Iteration 6F: 3 clusters Score -1.59683e+07 nChanged 8763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40688 members 
Mstep: Class 2 contains 90944 members 
Entering Unmasked Estep 
Score: -15974119.000000 Penalty: 5846.731445
	Iteration 7F: 3 clusters Score -1.597412e+07 nChanged 10457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30471 members 
Mstep: Class 2 contains 101161 members 
Entering Unmasked Estep 
Score: -15982273.000000 Penalty: 5846.731445
	Iteration 8F: 3 clusters Score -1.598227e+07 nChanged 10686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 111785 members 
Entering Unmasked Estep 
Score: -15991793.000000 Penalty: 5846.731445
	Iteration 9F: 3 clusters Score -1.599179e+07 nChanged 8674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 120443 members 
Entering Unmasked Estep 
Score: -15999560.000000 Penalty: 5846.731445
	Iteration 10F: 3 clusters Score -1.599956e+07 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 125889 members 
Entering Unmasked Estep 
Score: -16004261.000000 Penalty: 5846.731445
	Iteration 11Q: 3 clusters Score -1.600426e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 128778 members 
Entering Unmasked Estep 
Score: -16006760.000000 Penalty: 5846.731445
	Iteration 12Q: 3 clusters Score -1.600676e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 130095 members 
Entering Unmasked Estep 
Score: -16007666.000000 Penalty: 5846.731445
	Iteration 13Q: 3 clusters Score -1.600767e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 130631 members 
Entering Unmasked Estep 
Score: -16008103.000000 Penalty: 5846.731445
	Iteration 14Q: 3 clusters Score -1.60081e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 130854 members 
Entering Unmasked Estep 
Score: -16008254.000000 Penalty: 5846.731445
	Iteration 15Q: 3 clusters Score -1.600825e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 130957 members 
Entering Unmasked Estep 
Score: -16008351.000000 Penalty: 5846.731445
	Iteration 16Q: 3 clusters Score -1.600835e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 131022 members 
Entering Unmasked Estep 
Score: -16008400.000000 Penalty: 5846.731445
	Iteration 17Q: 3 clusters Score -1.60084e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 131064 members 
Entering Unmasked Estep 
Score: -16008465.000000 Penalty: 5846.731445
	Iteration 18Q: 3 clusters Score -1.600846e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 131097 members 
Entering Unmasked Estep 
Score: -16008526.000000 Penalty: 5846.731445
	Iteration 19Q: 3 clusters Score -1.600853e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 131115 members 
Entering Unmasked Estep 
Score: -16008549.000000 Penalty: 5846.731445
	Iteration 20F: 3 clusters Score -1.600855e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 131127 members 
Entering Unmasked Estep 
Score: -16008569.000000 Penalty: 5846.731445
	Iteration 21Q: 3 clusters Score -1.600857e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 131132 members 
Entering Unmasked Estep 
Score: -16008569.000000 Penalty: 5846.731445
	Iteration 22Q: 3 clusters Score -1.600857e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 131135 members 
Entering Unmasked Estep 
Score: -16008568.000000 Penalty: 5846.731445
	Iteration 23Q: 3 clusters Score -1.600857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 131139 members 
Entering Unmasked Estep 
Score: -16008570.000000 Penalty: 5846.731445
	Iteration 24Q: 3 clusters Score -1.600857e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 131145 members 
Entering Unmasked Estep 
Score: -16008585.000000 Penalty: 5846.731445
	Iteration 25Q: 3 clusters Score -1.600858e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 131149 members 
Entering Unmasked Estep 
Score: -16008602.000000 Penalty: 5846.731445
	Iteration 26Q: 3 clusters Score -1.60086e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 131151 members 
Entering Unmasked Estep 
Score: -16008605.000000 Penalty: 5846.731445
	Iteration 27Q: 3 clusters Score -1.60086e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 131156 members 
Entering Unmasked Estep 
Score: -16008602.000000 Penalty: 5846.731445
	Iteration 28Q: 3 clusters Score -1.60086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 131158 members 
Entering Unmasked Estep 
Score: -16008602.000000 Penalty: 5846.731445
	Iteration 29Q: 3 clusters Score -1.60086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 131159 members 
Entering Unmasked Estep 
Score: -16008602.000000 Penalty: 5846.731445
	Iteration 30Q: 3 clusters Score -1.60086e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 131159 members 
Entering Unmasked Estep 
Score: -16008602.000000 Penalty: 5846.731445
	Iteration 31F: 3 clusters Score -1.60086e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (236883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236883 members 
Entering Unmasked Estep 
Score: -29039730.000000 Penalty: 3069.079590
	Iteration 0F: 2 clusters Score -2.903973e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118599 members 
Mstep: Class 2 contains 118284 members 
Entering Unmasked Estep 
Score: -28888282.000000 Penalty: 6138.159180
	Iteration 0F: 3 clusters Score -2.888828e+07 nChanged 114295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118930 members 
Mstep: Class 2 contains 117953 members 
Entering Unmasked Estep 
Score: -28955132.000000 Penalty: 6138.159180
	Iteration 1F: 3 clusters Score -2.895513e+07 nChanged 6259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119203 members 
Mstep: Class 2 contains 117680 members 
Entering Unmasked Estep 
Score: -28956168.000000 Penalty: 6138.159180
	Iteration 2Q: 3 clusters Score -2.895617e+07 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119622 members 
Mstep: Class 2 contains 117261 members 
Entering Unmasked Estep 
Score: -28957672.000000 Penalty: 6138.159180
	Iteration 3Q: 3 clusters Score -2.895767e+07 nChanged 6954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120240 members 
Mstep: Class 2 contains 116643 members 
Entering Unmasked Estep 
Score: -28959256.000000 Penalty: 6138.159180
	Iteration 4Q: 3 clusters Score -2.895926e+07 nChanged 7644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121042 members 
Mstep: Class 2 contains 115841 members 
Entering Unmasked Estep 
Score: -28961416.000000 Penalty: 6138.159180
	Iteration 5Q: 3 clusters Score -2.896142e+07 nChanged 8303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122297 members 
Mstep: Class 2 contains 114586 members 
Entering Unmasked Estep 
Score: -28963848.000000 Penalty: 6138.159180
	Iteration 6Q: 3 clusters Score -2.896385e+07 nChanged 9164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124269 members 
Mstep: Class 2 contains 112614 members 
Entering Unmasked Estep 
Score: -28967004.000000 Penalty: 6138.159180
	Iteration 7Q: 3 clusters Score -2.8967e+07 nChanged 9680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127269 members 
Mstep: Class 2 contains 109614 members 
Entering Unmasked Estep 
Score: -28970904.000000 Penalty: 6138.159180
	Iteration 8Q: 3 clusters Score -2.89709e+07 nChanged 10130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131695 members 
Mstep: Class 2 contains 105188 members 
Entering Unmasked Estep 
Score: -28975350.000000 Penalty: 6138.159180
	Iteration 9Q: 3 clusters Score -2.897535e+07 nChanged 10605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137960 members 
Mstep: Class 2 contains 98923 members 
Entering Unmasked Estep 
Score: -28980430.000000 Penalty: 6138.159180
	Iteration 10Q: 3 clusters Score -2.898043e+07 nChanged 11047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146359 members 
Mstep: Class 2 contains 90524 members 
Entering Unmasked Estep 
Score: -28986376.000000 Penalty: 6138.159180
	Iteration 11Q: 3 clusters Score -2.898638e+07 nChanged 11662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156609 members 
Mstep: Class 2 contains 80274 members 
Entering Unmasked Estep 
Score: -28992708.000000 Penalty: 6138.159180
	Iteration 12Q: 3 clusters Score -2.899271e+07 nChanged 12733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168888 members 
Mstep: Class 2 contains 67995 members 
Entering Unmasked Estep 
Score: -29000526.000000 Penalty: 6138.159180
	Iteration 13F: 3 clusters Score -2.900053e+07 nChanged 13721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182519 members 
Mstep: Class 2 contains 54364 members 
Entering Unmasked Estep 
Score: -29008790.000000 Penalty: 6138.159180
	Iteration 14F: 3 clusters Score -2.900879e+07 nChanged 13375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195856 members 
Mstep: Class 2 contains 41027 members 
Entering Unmasked Estep 
Score: -29016698.000000 Penalty: 6138.159180
	Iteration 15F: 3 clusters Score -2.90167e+07 nChanged 11870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207712 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -29023334.000000 Penalty: 6138.159180
	Iteration 16F: 3 clusters Score -2.902333e+07 nChanged 9508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217214 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -29028494.000000 Penalty: 6138.159180
	Iteration 17Q: 3 clusters Score -2.902849e+07 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224039 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -29031896.000000 Penalty: 6138.159180
	Iteration 18Q: 3 clusters Score -2.90319e+07 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228515 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -29034066.000000 Penalty: 6138.159180
	Iteration 19Q: 3 clusters Score -2.903407e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231221 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -29035228.000000 Penalty: 6138.159180
	Iteration 20F: 3 clusters Score -2.903523e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232818 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -29035914.000000 Penalty: 6138.159180
	Iteration 21Q: 3 clusters Score -2.903591e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233804 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -29036374.000000 Penalty: 6138.159180
	Iteration 22Q: 3 clusters Score -2.903637e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234411 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -29036666.000000 Penalty: 6138.159180
	Iteration 23Q: 3 clusters Score -2.903667e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234803 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -29036870.000000 Penalty: 6138.159180
	Iteration 24Q: 3 clusters Score -2.903687e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235067 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -29037026.000000 Penalty: 6138.159180
	Iteration 25Q: 3 clusters Score -2.903703e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235243 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -29037104.000000 Penalty: 6138.159180
	Iteration 26Q: 3 clusters Score -2.90371e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235374 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -29037162.000000 Penalty: 6138.159180
	Iteration 27Q: 3 clusters Score -2.903716e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235454 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -29037180.000000 Penalty: 6138.159180
	Iteration 28Q: 3 clusters Score -2.903718e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235517 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -29037242.000000 Penalty: 6138.159180
	Iteration 29Q: 3 clusters Score -2.903724e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235570 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -29037276.000000 Penalty: 6138.159180
	Iteration 30Q: 3 clusters Score -2.903728e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235613 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -29037292.000000 Penalty: 6138.159180
	Iteration 31Q: 3 clusters Score -2.903729e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235652 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -29037304.000000 Penalty: 6138.159180
	Iteration 32Q: 3 clusters Score -2.90373e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235681 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -29037320.000000 Penalty: 6138.159180
	Iteration 33Q: 3 clusters Score -2.903732e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235700 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -29037352.000000 Penalty: 6138.159180
	Iteration 34Q: 3 clusters Score -2.903735e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235725 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -29037356.000000 Penalty: 6138.159180
	Iteration 35Q: 3 clusters Score -2.903736e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235741 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -29037354.000000 Penalty: 6138.159180
	Iteration 36Q: 3 clusters Score -2.903735e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235761 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -29037368.000000 Penalty: 6138.159180
	Iteration 37Q: 3 clusters Score -2.903737e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235781 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -29037356.000000 Penalty: 6138.159180
	Iteration 38Q: 3 clusters Score -2.903736e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235794 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -29037334.000000 Penalty: 6138.159180
	Iteration 39Q: 3 clusters Score -2.903733e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235805 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -29037336.000000 Penalty: 6138.159180
	Iteration 40F: 3 clusters Score -2.903734e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235813 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -29037364.000000 Penalty: 6138.159180
	Iteration 41Q: 3 clusters Score -2.903736e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235821 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -29037368.000000 Penalty: 6138.159180
	Iteration 42Q: 3 clusters Score -2.903737e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235830 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -29037374.000000 Penalty: 6138.159180
	Iteration 43Q: 3 clusters Score -2.903737e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235841 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -29037368.000000 Penalty: 6138.159180
	Iteration 44Q: 3 clusters Score -2.903737e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235849 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -29037364.000000 Penalty: 6138.159180
	Iteration 45Q: 3 clusters Score -2.903736e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235853 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -29037364.000000 Penalty: 6138.159180
	Iteration 46Q: 3 clusters Score -2.903736e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235857 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -29037370.000000 Penalty: 6138.159180
	Iteration 47Q: 3 clusters Score -2.903737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235855 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -29037382.000000 Penalty: 6138.159180
	Iteration 48Q: 3 clusters Score -2.903738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235853 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -29037362.000000 Penalty: 6138.159180
	Iteration 49Q: 3 clusters Score -2.903736e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235856 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -29037358.000000 Penalty: 6138.159180
	Iteration 50Q: 3 clusters Score -2.903736e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235860 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -29037360.000000 Penalty: 6138.159180
	Iteration 51Q: 3 clusters Score -2.903736e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235863 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -29037344.000000 Penalty: 6138.159180
	Iteration 52Q: 3 clusters Score -2.903734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235862 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -29037354.000000 Penalty: 6138.159180
	Iteration 53Q: 3 clusters Score -2.903735e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235861 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -29037358.000000 Penalty: 6138.159180
	Iteration 54Q: 3 clusters Score -2.903736e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235861 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -29037358.000000 Penalty: 6138.159180
	Iteration 55F: 3 clusters Score -2.903736e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (21723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Entering Unmasked Estep 
Score: -2554672.500000 Penalty: 2476.559570
	Iteration 0F: 2 clusters Score -2554672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -2539422.250000 Penalty: 4953.119141
	Iteration 0F: 3 clusters Score -2539422 nChanged 9640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -2544850.750000 Penalty: 4953.119141
	Iteration 1F: 3 clusters Score -2544851 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -2545291.000000 Penalty: 4953.119141
	Iteration 2F: 3 clusters Score -2545291 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -2545649.250000 Penalty: 4953.119141
	Iteration 3Q: 3 clusters Score -2545649 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -2546054.500000 Penalty: 4953.119141
	Iteration 4Q: 3 clusters Score -2546054 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -2546560.500000 Penalty: 4953.119141
	Iteration 5Q: 3 clusters Score -2546560 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -2547229.250000 Penalty: 4953.119141
	Iteration 6F: 3 clusters Score -2547229 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -2548138.750000 Penalty: 4953.119141
	Iteration 7F: 3 clusters Score -2548139 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -2549214.000000 Penalty: 4953.119141
	Iteration 8F: 3 clusters Score -2549214 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -2550286.250000 Penalty: 4953.119141
	Iteration 9F: 3 clusters Score -2550286 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2551173.000000 Penalty: 4953.119141
	Iteration 10Q: 3 clusters Score -2551173 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2551724.000000 Penalty: 4953.119141
	Iteration 11Q: 3 clusters Score -2551724 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2552058.500000 Penalty: 4953.119141
	Iteration 12Q: 3 clusters Score -2552058 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2552230.750000 Penalty: 4953.119141
	Iteration 13Q: 3 clusters Score -2552231 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2552345.000000 Penalty: 4953.119141
	Iteration 14Q: 3 clusters Score -2552345 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2552423.500000 Penalty: 4953.119141
	Iteration 15Q: 3 clusters Score -2552424 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2552466.250000 Penalty: 4953.119141
	Iteration 16Q: 3 clusters Score -2552466 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2552496.500000 Penalty: 4953.119141
	Iteration 17Q: 3 clusters Score -2552496 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2552522.750000 Penalty: 4953.119141
	Iteration 18Q: 3 clusters Score -2552523 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2552534.750000 Penalty: 4953.119141
	Iteration 19Q: 3 clusters Score -2552535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2552538.250000 Penalty: 4953.119141
	Iteration 20F: 3 clusters Score -2552538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2552540.500000 Penalty: 4953.119141
	Iteration 21Q: 3 clusters Score -2552540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2552545.000000 Penalty: 4953.119141
	Iteration 22Q: 3 clusters Score -2552545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2552548.500000 Penalty: 4953.119141
	Iteration 23Q: 3 clusters Score -2552548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2552547.000000 Penalty: 4953.119141
	Iteration 24Q: 3 clusters Score -2552547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2552547.000000 Penalty: 4953.119141
	Iteration 25F: 3 clusters Score -2552547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Entering Unmasked Estep 
Score: -115871.421875 Penalty: 1728.973877
	Iteration 0F: 2 clusters Score -115871.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -113918.007812 Penalty: 3457.947754
	Iteration 0F: 3 clusters Score -113918 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -114315.414062 Penalty: 3457.947754
	Iteration 1F: 3 clusters Score -114315.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -114417.359375 Penalty: 3457.947754
	Iteration 2F: 3 clusters Score -114417.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -114500.554688 Penalty: 3457.947754
	Iteration 3Q: 3 clusters Score -114500.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -114623.039062 Penalty: 3457.947754
	Iteration 4Q: 3 clusters Score -114623 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -114760.507812 Penalty: 3457.947754
	Iteration 5F: 3 clusters Score -114760.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -114965.484375 Penalty: 3457.947754
	Iteration 6F: 3 clusters Score -114965.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -115154.867188 Penalty: 3457.947754
	Iteration 7F: 3 clusters Score -115154.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -115349.414062 Penalty: 3457.947754
	Iteration 8Q: 3 clusters Score -115349.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -115629.242188 Penalty: 3457.947754
	Iteration 9Q: 3 clusters Score -115629.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -115871.882812 Penalty: 3457.947754
	Iteration 10Q: 3 clusters Score -115871.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -116081.632812 Penalty: 3457.947754
	Iteration 11Q: 3 clusters Score -116081.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -116138.765625 Penalty: 3457.947754
	Iteration 12Q: 3 clusters Score -116138.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -116151.656250 Penalty: 3457.947754
	Iteration 13Q: 3 clusters Score -116151.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -116151.656250 Penalty: 3457.947754
	Iteration 14F: 3 clusters Score -116151.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 8658 members 
Mstep: Class 3 contains 15990 members 
Mstep: Class 4 contains 183151 members 
Mstep: Class 5 contains 319949 members 
Mstep: Class 6 contains 8744 members 
Mstep: Class 7 contains 212364 members 
Mstep: Class 8 contains 16409 members 
Mstep: Class 9 contains 11314 members 
Mstep: Class 10 contains 14437 members 
Mstep: Class 11 contains 7972 members 
Mstep: Class 12 contains 18173 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3119 members 
Mstep: Class 15 contains 101692 members 
Mstep: Class 16 contains 191452 members 
Mstep: Class 17 contains 16577 members 
Mstep: Class 18 contains 83816 members 
Mstep: Class 19 contains 25296 members 
Mstep: Class 20 contains 78165 members 
Mstep: Class 21 contains 44369 members 
Mstep: Class 22 contains 53589 members 
Mstep: Class 23 contains 9975 members 
Mstep: Class 24 contains 30478 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12679 members 
Mstep: Class 27 contains 11094 members 
Mstep: Class 28 contains 5657 members 
Mstep: Class 29 contains 12371 members 
Mstep: Class 30 contains 2927 members 
Mstep: Class 31 contains 6738 members 
Mstep: Class 32 contains 10886 members 
Mstep: Class 33 contains 54713 members 
Mstep: Class 34 contains 16850 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131632 members 
Mstep: Class 37 contains 236883 members 
Mstep: Class 38 contains 21723 members 
Mstep: Class 39 contains 644 members 
Mstep: Class 40 contains 869 members 
Mstep: Class 41 contains 446 members 
Mstep: Class 42 contains 422 members 
Entering Unmasked Estep 
Score: -235496208.000000 Penalty: 151070.828125
Splitting cluster 39 changes total score from -235497200.000000 to -235496208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Entering Unmasked Estep 
Score: -88124.070312 Penalty: 1678.301025
	Iteration 0F: 2 clusters Score -88124.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -86346.406250 Penalty: 3356.602051
	Iteration 0F: 3 clusters Score -86346.41 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -86643.070312 Penalty: 3356.602051
	Iteration 1F: 3 clusters Score -86643.07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -86720.023438 Penalty: 3356.602051
	Iteration 2F: 3 clusters Score -86720.02 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -86781.062500 Penalty: 3356.602051
	Iteration 3Q: 3 clusters Score -86781.06 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -86843.132812 Penalty: 3356.602051
	Iteration 4Q: 3 clusters Score -86843.13 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -86887.695312 Penalty: 3356.602051
	Iteration 5Q: 3 clusters Score -86887.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -86942.484375 Penalty: 3356.602051
	Iteration 6Q: 3 clusters Score -86942.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -86986.312500 Penalty: 3356.602051
	Iteration 7Q: 3 clusters Score -86986.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -87012.234375 Penalty: 3356.602051
	Iteration 8Q: 3 clusters Score -87012.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -87022.640625 Penalty: 3356.602051
	Iteration 9Q: 3 clusters Score -87022.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -87035.101562 Penalty: 3356.602051
	Iteration 10Q: 3 clusters Score -87035.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -87043.523438 Penalty: 3356.602051
	Iteration 11Q: 3 clusters Score -87043.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -87045.750000 Penalty: 3356.602051
	Iteration 12Q: 3 clusters Score -87045.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -87049.414062 Penalty: 3356.602051
	Iteration 13Q: 3 clusters Score -87049.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -87053.750000 Penalty: 3356.602051
	Iteration 14Q: 3 clusters Score -87053.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -87056.453125 Penalty: 3356.602051
	Iteration 15Q: 3 clusters Score -87056.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -87056.453125 Penalty: 3356.602051
	Iteration 16F: 3 clusters Score -87056.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Entering Unmasked Estep 
Score: -48017.863281 Penalty: 1512.879150
	Iteration 0F: 2 clusters Score -48017.86 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 230 members 
Entering Unmasked Estep 
Score: -46564.929688 Penalty: 3025.758301
	Iteration 0F: 3 clusters Score -46564.93 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -46738.476562 Penalty: 3025.758301
	Iteration 1F: 3 clusters Score -46738.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -46836.480469 Penalty: 3025.758301
	Iteration 2Q: 3 clusters Score -46836.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -46875.417969 Penalty: 3025.758301
	Iteration 3Q: 3 clusters Score -46875.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -46909.339844 Penalty: 3025.758301
	Iteration 4Q: 3 clusters Score -46909.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -46928.746094 Penalty: 3025.758301
	Iteration 5Q: 3 clusters Score -46928.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -46942.578125 Penalty: 3025.758301
	Iteration 6Q: 3 clusters Score -46942.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -46950.390625 Penalty: 3025.758301
	Iteration 7Q: 3 clusters Score -46950.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -46952.156250 Penalty: 3025.758301
	Iteration 8Q: 3 clusters Score -46952.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -46952.156250 Penalty: 3025.758301
	Iteration 9F: 3 clusters Score -46952.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 8658 members 
Mstep: Class 3 contains 15990 members 
Mstep: Class 4 contains 183151 members 
Mstep: Class 5 contains 319949 members 
Mstep: Class 6 contains 8744 members 
Mstep: Class 7 contains 212364 members 
Mstep: Class 8 contains 16409 members 
Mstep: Class 9 contains 11314 members 
Mstep: Class 10 contains 14437 members 
Mstep: Class 11 contains 7972 members 
Mstep: Class 12 contains 18173 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3119 members 
Mstep: Class 15 contains 101692 members 
Mstep: Class 16 contains 191452 members 
Mstep: Class 17 contains 16577 members 
Mstep: Class 18 contains 83816 members 
Mstep: Class 19 contains 25296 members 
Mstep: Class 20 contains 78165 members 
Mstep: Class 21 contains 44369 members 
Mstep: Class 22 contains 53589 members 
Mstep: Class 23 contains 9975 members 
Mstep: Class 24 contains 30478 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12679 members 
Mstep: Class 27 contains 11094 members 
Mstep: Class 28 contains 5657 members 
Mstep: Class 29 contains 12371 members 
Mstep: Class 30 contains 2927 members 
Mstep: Class 31 contains 6738 members 
Mstep: Class 32 contains 10886 members 
Mstep: Class 33 contains 54713 members 
Mstep: Class 34 contains 16850 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131632 members 
Mstep: Class 37 contains 236883 members 
Mstep: Class 38 contains 21723 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 869 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235497584.000000 Penalty: 147473.906250
Iteration 199Q: 42 clusters Score -2.354976e+08 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 8657 members 
Mstep: Class 3 contains 15986 members 
Mstep: Class 4 contains 183133 members 
Mstep: Class 5 contains 319961 members 
Mstep: Class 6 contains 8744 members 
Mstep: Class 7 contains 211813 members 
Mstep: Class 8 contains 16407 members 
Mstep: Class 9 contains 11333 members 
Mstep: Class 10 contains 14447 members 
Mstep: Class 11 contains 7974 members 
Mstep: Class 12 contains 18211 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3119 members 
Mstep: Class 15 contains 101703 members 
Mstep: Class 16 contains 191420 members 
Mstep: Class 17 contains 16566 members 
Mstep: Class 18 contains 83809 members 
Mstep: Class 19 contains 25304 members 
Mstep: Class 20 contains 78735 members 
Mstep: Class 21 contains 44368 members 
Mstep: Class 22 contains 53578 members 
Mstep: Class 23 contains 9982 members 
Mstep: Class 24 contains 30443 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12689 members 
Mstep: Class 27 contains 11094 members 
Mstep: Class 28 contains 5657 members 
Mstep: Class 29 contains 12367 members 
Mstep: Class 30 contains 2928 members 
Mstep: Class 31 contains 6733 members 
Mstep: Class 32 contains 10886 members 
Mstep: Class 33 contains 54712 members 
Mstep: Class 34 contains 16931 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131620 members 
Mstep: Class 37 contains 236813 members 
Mstep: Class 38 contains 21722 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 869 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235497216.000000 Penalty: 147473.906250
Iteration 200F: 42 clusters Score -2.354972e+08 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 8658 members 
Mstep: Class 3 contains 15974 members 
Mstep: Class 4 contains 183113 members 
Mstep: Class 5 contains 319971 members 
Mstep: Class 6 contains 8743 members 
Mstep: Class 7 contains 211200 members 
Mstep: Class 8 contains 16409 members 
Mstep: Class 9 contains 11349 members 
Mstep: Class 10 contains 14448 members 
Mstep: Class 11 contains 7974 members 
Mstep: Class 12 contains 18239 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3122 members 
Mstep: Class 15 contains 101707 members 
Mstep: Class 16 contains 191385 members 
Mstep: Class 17 contains 16562 members 
Mstep: Class 18 contains 83816 members 
Mstep: Class 19 contains 25309 members 
Mstep: Class 20 contains 79295 members 
Mstep: Class 21 contains 44364 members 
Mstep: Class 22 contains 53575 members 
Mstep: Class 23 contains 9995 members 
Mstep: Class 24 contains 30408 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12691 members 
Mstep: Class 27 contains 11094 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 12366 members 
Mstep: Class 30 contains 2928 members 
Mstep: Class 31 contains 6735 members 
Mstep: Class 32 contains 10886 members 
Mstep: Class 33 contains 54714 members 
Mstep: Class 34 contains 17016 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131609 members 
Mstep: Class 37 contains 236815 members 
Mstep: Class 38 contains 21721 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 869 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235497808.000000 Penalty: 147473.906250
Iteration 201Q: 42 clusters Score -2.354978e+08 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 8660 members 
Mstep: Class 3 contains 15968 members 
Mstep: Class 4 contains 183097 members 
Mstep: Class 5 contains 319990 members 
Mstep: Class 6 contains 8742 members 
Mstep: Class 7 contains 210621 members 
Mstep: Class 8 contains 16401 members 
Mstep: Class 9 contains 11360 members 
Mstep: Class 10 contains 14448 members 
Mstep: Class 11 contains 7977 members 
Mstep: Class 12 contains 18283 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3123 members 
Mstep: Class 15 contains 101714 members 
Mstep: Class 16 contains 191325 members 
Mstep: Class 17 contains 16558 members 
Mstep: Class 18 contains 83817 members 
Mstep: Class 19 contains 25310 members 
Mstep: Class 20 contains 79875 members 
Mstep: Class 21 contains 44367 members 
Mstep: Class 22 contains 53540 members 
Mstep: Class 23 contains 10006 members 
Mstep: Class 24 contains 30390 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12698 members 
Mstep: Class 27 contains 11092 members 
Mstep: Class 28 contains 5655 members 
Mstep: Class 29 contains 12362 members 
Mstep: Class 30 contains 2930 members 
Mstep: Class 31 contains 6734 members 
Mstep: Class 32 contains 10895 members 
Mstep: Class 33 contains 54711 members 
Mstep: Class 34 contains 17094 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131601 members 
Mstep: Class 37 contains 236781 members 
Mstep: Class 38 contains 21722 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 869 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235498160.000000 Penalty: 147473.906250
Iteration 202Q: 42 clusters Score -2.354982e+08 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 8662 members 
Mstep: Class 3 contains 15964 members 
Mstep: Class 4 contains 183077 members 
Mstep: Class 5 contains 320021 members 
Mstep: Class 6 contains 8738 members 
Mstep: Class 7 contains 210074 members 
Mstep: Class 8 contains 16396 members 
Mstep: Class 9 contains 11373 members 
Mstep: Class 10 contains 14459 members 
Mstep: Class 11 contains 7975 members 
Mstep: Class 12 contains 18320 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3124 members 
Mstep: Class 15 contains 101722 members 
Mstep: Class 16 contains 191285 members 
Mstep: Class 17 contains 16559 members 
Mstep: Class 18 contains 83807 members 
Mstep: Class 19 contains 25312 members 
Mstep: Class 20 contains 80452 members 
Mstep: Class 21 contains 44368 members 
Mstep: Class 22 contains 53497 members 
Mstep: Class 23 contains 10019 members 
Mstep: Class 24 contains 30352 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12709 members 
Mstep: Class 27 contains 11093 members 
Mstep: Class 28 contains 5655 members 
Mstep: Class 29 contains 12360 members 
Mstep: Class 30 contains 2931 members 
Mstep: Class 31 contains 6729 members 
Mstep: Class 32 contains 10893 members 
Mstep: Class 33 contains 54713 members 
Mstep: Class 34 contains 17181 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131594 members 
Mstep: Class 37 contains 236714 members 
Mstep: Class 38 contains 21720 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 870 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235498048.000000 Penalty: 147473.906250
Iteration 203Q: 42 clusters Score -2.35498e+08 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 8662 members 
Mstep: Class 3 contains 15960 members 
Mstep: Class 4 contains 183056 members 
Mstep: Class 5 contains 320051 members 
Mstep: Class 6 contains 8737 members 
Mstep: Class 7 contains 209496 members 
Mstep: Class 8 contains 16395 members 
Mstep: Class 9 contains 11382 members 
Mstep: Class 10 contains 14471 members 
Mstep: Class 11 contains 7981 members 
Mstep: Class 12 contains 18344 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3126 members 
Mstep: Class 15 contains 101733 members 
Mstep: Class 16 contains 191243 members 
Mstep: Class 17 contains 16561 members 
Mstep: Class 18 contains 83804 members 
Mstep: Class 19 contains 25312 members 
Mstep: Class 20 contains 81070 members 
Mstep: Class 21 contains 44355 members 
Mstep: Class 22 contains 53464 members 
Mstep: Class 23 contains 10036 members 
Mstep: Class 24 contains 30336 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12716 members 
Mstep: Class 27 contains 11093 members 
Mstep: Class 28 contains 5654 members 
Mstep: Class 29 contains 12360 members 
Mstep: Class 30 contains 2934 members 
Mstep: Class 31 contains 6726 members 
Mstep: Class 32 contains 10892 members 
Mstep: Class 33 contains 54707 members 
Mstep: Class 34 contains 17266 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131582 members 
Mstep: Class 37 contains 236628 members 
Mstep: Class 38 contains 21717 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 871 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235498288.000000 Penalty: 147473.906250
Iteration 204Q: 42 clusters Score -2.354983e+08 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 8663 members 
Mstep: Class 3 contains 15957 members 
Mstep: Class 4 contains 183058 members 
Mstep: Class 5 contains 320062 members 
Mstep: Class 6 contains 8738 members 
Mstep: Class 7 contains 208926 members 
Mstep: Class 8 contains 16392 members 
Mstep: Class 9 contains 11390 members 
Mstep: Class 10 contains 14485 members 
Mstep: Class 11 contains 7981 members 
Mstep: Class 12 contains 18378 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3125 members 
Mstep: Class 15 contains 101739 members 
Mstep: Class 16 contains 191178 members 
Mstep: Class 17 contains 16557 members 
Mstep: Class 18 contains 83798 members 
Mstep: Class 19 contains 25316 members 
Mstep: Class 20 contains 81697 members 
Mstep: Class 21 contains 44350 members 
Mstep: Class 22 contains 53459 members 
Mstep: Class 23 contains 10046 members 
Mstep: Class 24 contains 30317 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12725 members 
Mstep: Class 27 contains 11096 members 
Mstep: Class 28 contains 5653 members 
Mstep: Class 29 contains 12362 members 
Mstep: Class 30 contains 2939 members 
Mstep: Class 31 contains 6721 members 
Mstep: Class 32 contains 10892 members 
Mstep: Class 33 contains 54708 members 
Mstep: Class 34 contains 17350 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131570 members 
Mstep: Class 37 contains 236510 members 
Mstep: Class 38 contains 21716 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 871 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235497952.000000 Penalty: 147473.906250
Iteration 205Q: 42 clusters Score -2.35498e+08 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 8662 members 
Mstep: Class 3 contains 15949 members 
Mstep: Class 4 contains 183064 members 
Mstep: Class 5 contains 320055 members 
Mstep: Class 6 contains 8737 members 
Mstep: Class 7 contains 208414 members 
Mstep: Class 8 contains 16389 members 
Mstep: Class 9 contains 11408 members 
Mstep: Class 10 contains 14491 members 
Mstep: Class 11 contains 7975 members 
Mstep: Class 12 contains 18417 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3128 members 
Mstep: Class 15 contains 101753 members 
Mstep: Class 16 contains 191117 members 
Mstep: Class 17 contains 16553 members 
Mstep: Class 18 contains 83789 members 
Mstep: Class 19 contains 25317 members 
Mstep: Class 20 contains 82306 members 
Mstep: Class 21 contains 44354 members 
Mstep: Class 22 contains 53454 members 
Mstep: Class 23 contains 10050 members 
Mstep: Class 24 contains 30309 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12732 members 
Mstep: Class 27 contains 11097 members 
Mstep: Class 28 contains 5652 members 
Mstep: Class 29 contains 12371 members 
Mstep: Class 30 contains 2943 members 
Mstep: Class 31 contains 6711 members 
Mstep: Class 32 contains 10890 members 
Mstep: Class 33 contains 54703 members 
Mstep: Class 34 contains 17431 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131544 members 
Mstep: Class 37 contains 236374 members 
Mstep: Class 38 contains 21717 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 871 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235497696.000000 Penalty: 147473.906250
Iteration 206Q: 42 clusters Score -2.354977e+08 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 8664 members 
Mstep: Class 3 contains 15947 members 
Mstep: Class 4 contains 183077 members 
Mstep: Class 5 contains 320064 members 
Mstep: Class 6 contains 8738 members 
Mstep: Class 7 contains 207935 members 
Mstep: Class 8 contains 16390 members 
Mstep: Class 9 contains 11415 members 
Mstep: Class 10 contains 14493 members 
Mstep: Class 11 contains 7982 members 
Mstep: Class 12 contains 18452 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3129 members 
Mstep: Class 15 contains 101761 members 
Mstep: Class 16 contains 191049 members 
Mstep: Class 17 contains 16551 members 
Mstep: Class 18 contains 83792 members 
Mstep: Class 19 contains 25313 members 
Mstep: Class 20 contains 82909 members 
Mstep: Class 21 contains 44341 members 
Mstep: Class 22 contains 53442 members 
Mstep: Class 23 contains 10062 members 
Mstep: Class 24 contains 30286 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12739 members 
Mstep: Class 27 contains 11102 members 
Mstep: Class 28 contains 5650 members 
Mstep: Class 29 contains 12372 members 
Mstep: Class 30 contains 2945 members 
Mstep: Class 31 contains 6713 members 
Mstep: Class 32 contains 10890 members 
Mstep: Class 33 contains 54694 members 
Mstep: Class 34 contains 17514 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131524 members 
Mstep: Class 37 contains 236212 members 
Mstep: Class 38 contains 21716 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 871 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235497600.000000 Penalty: 147473.906250
Iteration 207Q: 42 clusters Score -2.354976e+08 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 8666 members 
Mstep: Class 3 contains 15946 members 
Mstep: Class 4 contains 183086 members 
Mstep: Class 5 contains 320079 members 
Mstep: Class 6 contains 8738 members 
Mstep: Class 7 contains 207467 members 
Mstep: Class 8 contains 16394 members 
Mstep: Class 9 contains 11427 members 
Mstep: Class 10 contains 14500 members 
Mstep: Class 11 contains 7986 members 
Mstep: Class 12 contains 18482 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3129 members 
Mstep: Class 15 contains 101760 members 
Mstep: Class 16 contains 191005 members 
Mstep: Class 17 contains 16550 members 
Mstep: Class 18 contains 83786 members 
Mstep: Class 19 contains 25312 members 
Mstep: Class 20 contains 83507 members 
Mstep: Class 21 contains 44330 members 
Mstep: Class 22 contains 53434 members 
Mstep: Class 23 contains 10072 members 
Mstep: Class 24 contains 30262 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12747 members 
Mstep: Class 27 contains 11104 members 
Mstep: Class 28 contains 5651 members 
Mstep: Class 29 contains 12371 members 
Mstep: Class 30 contains 2947 members 
Mstep: Class 31 contains 6718 members 
Mstep: Class 32 contains 10888 members 
Mstep: Class 33 contains 54683 members 
Mstep: Class 34 contains 17607 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131518 members 
Mstep: Class 37 contains 235998 members 
Mstep: Class 38 contains 21715 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 871 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235497632.000000 Penalty: 147473.906250
Iteration 208Q: 42 clusters Score -2.354976e+08 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 8668 members 
Mstep: Class 3 contains 15943 members 
Mstep: Class 4 contains 183084 members 
Mstep: Class 5 contains 320104 members 
Mstep: Class 6 contains 8739 members 
Mstep: Class 7 contains 207011 members 
Mstep: Class 8 contains 16398 members 
Mstep: Class 9 contains 11437 members 
Mstep: Class 10 contains 14508 members 
Mstep: Class 11 contains 7986 members 
Mstep: Class 12 contains 18516 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3128 members 
Mstep: Class 15 contains 101767 members 
Mstep: Class 16 contains 190961 members 
Mstep: Class 17 contains 16549 members 
Mstep: Class 18 contains 83774 members 
Mstep: Class 19 contains 25311 members 
Mstep: Class 20 contains 84031 members 
Mstep: Class 21 contains 44326 members 
Mstep: Class 22 contains 53405 members 
Mstep: Class 23 contains 10089 members 
Mstep: Class 24 contains 30244 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12751 members 
Mstep: Class 27 contains 11106 members 
Mstep: Class 28 contains 5651 members 
Mstep: Class 29 contains 12365 members 
Mstep: Class 30 contains 2949 members 
Mstep: Class 31 contains 6722 members 
Mstep: Class 32 contains 10889 members 
Mstep: Class 33 contains 54680 members 
Mstep: Class 34 contains 17694 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131505 members 
Mstep: Class 37 contains 235858 members 
Mstep: Class 38 contains 21713 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 871 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235497872.000000 Penalty: 147473.906250
Iteration 209Q: 42 clusters Score -2.354979e+08 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 8666 members 
Mstep: Class 3 contains 15940 members 
Mstep: Class 4 contains 183086 members 
Mstep: Class 5 contains 320111 members 
Mstep: Class 6 contains 8733 members 
Mstep: Class 7 contains 206556 members 
Mstep: Class 8 contains 16407 members 
Mstep: Class 9 contains 11445 members 
Mstep: Class 10 contains 14509 members 
Mstep: Class 11 contains 7989 members 
Mstep: Class 12 contains 18547 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3129 members 
Mstep: Class 15 contains 101775 members 
Mstep: Class 16 contains 190898 members 
Mstep: Class 17 contains 16551 members 
Mstep: Class 18 contains 83758 members 
Mstep: Class 19 contains 25312 members 
Mstep: Class 20 contains 84533 members 
Mstep: Class 21 contains 44326 members 
Mstep: Class 22 contains 53394 members 
Mstep: Class 23 contains 10096 members 
Mstep: Class 24 contains 30222 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12749 members 
Mstep: Class 27 contains 11106 members 
Mstep: Class 28 contains 5651 members 
Mstep: Class 29 contains 12362 members 
Mstep: Class 30 contains 2953 members 
Mstep: Class 31 contains 6722 members 
Mstep: Class 32 contains 10881 members 
Mstep: Class 33 contains 54676 members 
Mstep: Class 34 contains 17780 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131489 members 
Mstep: Class 37 contains 235796 members 
Mstep: Class 38 contains 21714 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 871 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235498160.000000 Penalty: 147473.906250
Iteration 210Q: 42 clusters Score -2.354982e+08 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 8666 members 
Mstep: Class 3 contains 15936 members 
Mstep: Class 4 contains 183099 members 
Mstep: Class 5 contains 320115 members 
Mstep: Class 6 contains 8731 members 
Mstep: Class 7 contains 206087 members 
Mstep: Class 8 contains 16415 members 
Mstep: Class 9 contains 11460 members 
Mstep: Class 10 contains 14507 members 
Mstep: Class 11 contains 7983 members 
Mstep: Class 12 contains 18577 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3130 members 
Mstep: Class 15 contains 101778 members 
Mstep: Class 16 contains 190855 members 
Mstep: Class 17 contains 16551 members 
Mstep: Class 18 contains 83750 members 
Mstep: Class 19 contains 25311 members 
Mstep: Class 20 contains 85058 members 
Mstep: Class 21 contains 44331 members 
Mstep: Class 22 contains 53376 members 
Mstep: Class 23 contains 10111 members 
Mstep: Class 24 contains 30194 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12748 members 
Mstep: Class 27 contains 11109 members 
Mstep: Class 28 contains 5651 members 
Mstep: Class 29 contains 12361 members 
Mstep: Class 30 contains 2955 members 
Mstep: Class 31 contains 6720 members 
Mstep: Class 32 contains 10880 members 
Mstep: Class 33 contains 54672 members 
Mstep: Class 34 contains 17858 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131469 members 
Mstep: Class 37 contains 235710 members 
Mstep: Class 38 contains 21709 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 871 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235498576.000000 Penalty: 147473.906250
Iteration 211Q: 42 clusters Score -2.354986e+08 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 8666 members 
Mstep: Class 3 contains 15933 members 
Mstep: Class 4 contains 183087 members 
Mstep: Class 5 contains 320118 members 
Mstep: Class 6 contains 8729 members 
Mstep: Class 7 contains 205601 members 
Mstep: Class 8 contains 16419 members 
Mstep: Class 9 contains 11481 members 
Mstep: Class 10 contains 14506 members 
Mstep: Class 11 contains 7980 members 
Mstep: Class 12 contains 18608 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3130 members 
Mstep: Class 15 contains 101787 members 
Mstep: Class 16 contains 190824 members 
Mstep: Class 17 contains 16552 members 
Mstep: Class 18 contains 83739 members 
Mstep: Class 19 contains 25313 members 
Mstep: Class 20 contains 85583 members 
Mstep: Class 21 contains 44327 members 
Mstep: Class 22 contains 53368 members 
Mstep: Class 23 contains 10126 members 
Mstep: Class 24 contains 30176 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12751 members 
Mstep: Class 27 contains 11109 members 
Mstep: Class 28 contains 5653 members 
Mstep: Class 29 contains 12362 members 
Mstep: Class 30 contains 2956 members 
Mstep: Class 31 contains 6719 members 
Mstep: Class 32 contains 10877 members 
Mstep: Class 33 contains 54669 members 
Mstep: Class 34 contains 17955 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131447 members 
Mstep: Class 37 contains 235613 members 
Mstep: Class 38 contains 21702 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 870 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499408.000000 Penalty: 147473.906250
Iteration 212Q: 42 clusters Score -2.354994e+08 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 8666 members 
Mstep: Class 3 contains 15929 members 
Mstep: Class 4 contains 183072 members 
Mstep: Class 5 contains 320125 members 
Mstep: Class 6 contains 8727 members 
Mstep: Class 7 contains 205137 members 
Mstep: Class 8 contains 16427 members 
Mstep: Class 9 contains 11498 members 
Mstep: Class 10 contains 14509 members 
Mstep: Class 11 contains 7980 members 
Mstep: Class 12 contains 18650 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3131 members 
Mstep: Class 15 contains 101789 members 
Mstep: Class 16 contains 190792 members 
Mstep: Class 17 contains 16552 members 
Mstep: Class 18 contains 83724 members 
Mstep: Class 19 contains 25315 members 
Mstep: Class 20 contains 86122 members 
Mstep: Class 21 contains 44315 members 
Mstep: Class 22 contains 53336 members 
Mstep: Class 23 contains 10134 members 
Mstep: Class 24 contains 30156 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12758 members 
Mstep: Class 27 contains 11109 members 
Mstep: Class 28 contains 5653 members 
Mstep: Class 29 contains 12367 members 
Mstep: Class 30 contains 2961 members 
Mstep: Class 31 contains 6718 members 
Mstep: Class 32 contains 10879 members 
Mstep: Class 33 contains 54665 members 
Mstep: Class 34 contains 18036 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131436 members 
Mstep: Class 37 contains 235502 members 
Mstep: Class 38 contains 21699 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 870 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499248.000000 Penalty: 147473.906250
Iteration 213Q: 42 clusters Score -2.354992e+08 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 8667 members 
Mstep: Class 3 contains 15925 members 
Mstep: Class 4 contains 183076 members 
Mstep: Class 5 contains 320141 members 
Mstep: Class 6 contains 8723 members 
Mstep: Class 7 contains 204674 members 
Mstep: Class 8 contains 16428 members 
Mstep: Class 9 contains 11514 members 
Mstep: Class 10 contains 14508 members 
Mstep: Class 11 contains 7982 members 
Mstep: Class 12 contains 18689 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3135 members 
Mstep: Class 15 contains 101795 members 
Mstep: Class 16 contains 190756 members 
Mstep: Class 17 contains 16547 members 
Mstep: Class 18 contains 83716 members 
Mstep: Class 19 contains 25317 members 
Mstep: Class 20 contains 86679 members 
Mstep: Class 21 contains 44312 members 
Mstep: Class 22 contains 53322 members 
Mstep: Class 23 contains 10142 members 
Mstep: Class 24 contains 30131 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12762 members 
Mstep: Class 27 contains 11107 members 
Mstep: Class 28 contains 5653 members 
Mstep: Class 29 contains 12368 members 
Mstep: Class 30 contains 2966 members 
Mstep: Class 31 contains 6711 members 
Mstep: Class 32 contains 10880 members 
Mstep: Class 33 contains 54666 members 
Mstep: Class 34 contains 18121 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131427 members 
Mstep: Class 37 contains 235337 members 
Mstep: Class 38 contains 21695 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 870 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499376.000000 Penalty: 147473.906250
Iteration 214Q: 42 clusters Score -2.354994e+08 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 8670 members 
Mstep: Class 3 contains 15919 members 
Mstep: Class 4 contains 183073 members 
Mstep: Class 5 contains 320133 members 
Mstep: Class 6 contains 8726 members 
Mstep: Class 7 contains 204227 members 
Mstep: Class 8 contains 16431 members 
Mstep: Class 9 contains 11528 members 
Mstep: Class 10 contains 14507 members 
Mstep: Class 11 contains 7979 members 
Mstep: Class 12 contains 18723 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3139 members 
Mstep: Class 15 contains 101795 members 
Mstep: Class 16 contains 190735 members 
Mstep: Class 17 contains 16546 members 
Mstep: Class 18 contains 83707 members 
Mstep: Class 19 contains 25319 members 
Mstep: Class 20 contains 87231 members 
Mstep: Class 21 contains 44301 members 
Mstep: Class 22 contains 53315 members 
Mstep: Class 23 contains 10148 members 
Mstep: Class 24 contains 30113 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12773 members 
Mstep: Class 27 contains 11105 members 
Mstep: Class 28 contains 5654 members 
Mstep: Class 29 contains 12364 members 
Mstep: Class 30 contains 2970 members 
Mstep: Class 31 contains 6717 members 
Mstep: Class 32 contains 10877 members 
Mstep: Class 33 contains 54663 members 
Mstep: Class 34 contains 18218 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131415 members 
Mstep: Class 37 contains 235158 members 
Mstep: Class 38 contains 21694 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 870 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499600.000000 Penalty: 147473.906250
Iteration 215Q: 42 clusters Score -2.354996e+08 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 8671 members 
Mstep: Class 3 contains 15915 members 
Mstep: Class 4 contains 183080 members 
Mstep: Class 5 contains 320140 members 
Mstep: Class 6 contains 8728 members 
Mstep: Class 7 contains 203783 members 
Mstep: Class 8 contains 16434 members 
Mstep: Class 9 contains 11541 members 
Mstep: Class 10 contains 14507 members 
Mstep: Class 11 contains 7973 members 
Mstep: Class 12 contains 18755 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3140 members 
Mstep: Class 15 contains 101799 members 
Mstep: Class 16 contains 190685 members 
Mstep: Class 17 contains 16543 members 
Mstep: Class 18 contains 83696 members 
Mstep: Class 19 contains 25323 members 
Mstep: Class 20 contains 87814 members 
Mstep: Class 21 contains 44293 members 
Mstep: Class 22 contains 53318 members 
Mstep: Class 23 contains 10149 members 
Mstep: Class 24 contains 30101 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12782 members 
Mstep: Class 27 contains 11105 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 12362 members 
Mstep: Class 30 contains 2972 members 
Mstep: Class 31 contains 6712 members 
Mstep: Class 32 contains 10871 members 
Mstep: Class 33 contains 54657 members 
Mstep: Class 34 contains 18330 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131405 members 
Mstep: Class 37 contains 234936 members 
Mstep: Class 38 contains 21696 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 871 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500096.000000 Penalty: 147473.906250
Iteration 216Q: 42 clusters Score -2.355001e+08 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 8675 members 
Mstep: Class 3 contains 15910 members 
Mstep: Class 4 contains 183113 members 
Mstep: Class 5 contains 320153 members 
Mstep: Class 6 contains 8729 members 
Mstep: Class 7 contains 203332 members 
Mstep: Class 8 contains 16436 members 
Mstep: Class 9 contains 11555 members 
Mstep: Class 10 contains 14503 members 
Mstep: Class 11 contains 7982 members 
Mstep: Class 12 contains 18784 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3142 members 
Mstep: Class 15 contains 101805 members 
Mstep: Class 16 contains 190636 members 
Mstep: Class 17 contains 16542 members 
Mstep: Class 18 contains 83689 members 
Mstep: Class 19 contains 25325 members 
Mstep: Class 20 contains 88351 members 
Mstep: Class 21 contains 44285 members 
Mstep: Class 22 contains 53294 members 
Mstep: Class 23 contains 10153 members 
Mstep: Class 24 contains 30089 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12789 members 
Mstep: Class 27 contains 11105 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 12359 members 
Mstep: Class 30 contains 2975 members 
Mstep: Class 31 contains 6710 members 
Mstep: Class 32 contains 10870 members 
Mstep: Class 33 contains 54653 members 
Mstep: Class 34 contains 18425 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131390 members 
Mstep: Class 37 contains 234765 members 
Mstep: Class 38 contains 21693 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 871 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500352.000000 Penalty: 147473.906250
Iteration 217Q: 42 clusters Score -2.355004e+08 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 8677 members 
Mstep: Class 3 contains 15903 members 
Mstep: Class 4 contains 183133 members 
Mstep: Class 5 contains 320171 members 
Mstep: Class 6 contains 8731 members 
Mstep: Class 7 contains 202822 members 
Mstep: Class 8 contains 16437 members 
Mstep: Class 9 contains 11567 members 
Mstep: Class 10 contains 14498 members 
Mstep: Class 11 contains 7987 members 
Mstep: Class 12 contains 18812 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3142 members 
Mstep: Class 15 contains 101800 members 
Mstep: Class 16 contains 190599 members 
Mstep: Class 17 contains 16542 members 
Mstep: Class 18 contains 83676 members 
Mstep: Class 19 contains 25326 members 
Mstep: Class 20 contains 88902 members 
Mstep: Class 21 contains 44281 members 
Mstep: Class 22 contains 53278 members 
Mstep: Class 23 contains 10163 members 
Mstep: Class 24 contains 30083 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12795 members 
Mstep: Class 27 contains 11106 members 
Mstep: Class 28 contains 5655 members 
Mstep: Class 29 contains 12360 members 
Mstep: Class 30 contains 2977 members 
Mstep: Class 31 contains 6707 members 
Mstep: Class 32 contains 10872 members 
Mstep: Class 33 contains 54652 members 
Mstep: Class 34 contains 18529 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131386 members 
Mstep: Class 37 contains 234617 members 
Mstep: Class 38 contains 21686 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 871 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500560.000000 Penalty: 147473.906250
Iteration 218Q: 42 clusters Score -2.355006e+08 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 8678 members 
Mstep: Class 3 contains 15891 members 
Mstep: Class 4 contains 183137 members 
Mstep: Class 5 contains 320164 members 
Mstep: Class 6 contains 8733 members 
Mstep: Class 7 contains 202385 members 
Mstep: Class 8 contains 16441 members 
Mstep: Class 9 contains 11576 members 
Mstep: Class 10 contains 14495 members 
Mstep: Class 11 contains 7992 members 
Mstep: Class 12 contains 18839 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3143 members 
Mstep: Class 15 contains 101795 members 
Mstep: Class 16 contains 190553 members 
Mstep: Class 17 contains 16536 members 
Mstep: Class 18 contains 83666 members 
Mstep: Class 19 contains 25324 members 
Mstep: Class 20 contains 89417 members 
Mstep: Class 21 contains 44279 members 
Mstep: Class 22 contains 53259 members 
Mstep: Class 23 contains 10174 members 
Mstep: Class 24 contains 30073 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12798 members 
Mstep: Class 27 contains 11106 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 12359 members 
Mstep: Class 30 contains 2978 members 
Mstep: Class 31 contains 6702 members 
Mstep: Class 32 contains 10877 members 
Mstep: Class 33 contains 54651 members 
Mstep: Class 34 contains 18630 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131377 members 
Mstep: Class 37 contains 234499 members 
Mstep: Class 38 contains 21688 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 871 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500240.000000 Penalty: 147473.906250
Iteration 219Q: 42 clusters Score -2.355002e+08 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 8681 members 
Mstep: Class 3 contains 15883 members 
Mstep: Class 4 contains 183132 members 
Mstep: Class 5 contains 320146 members 
Mstep: Class 6 contains 8731 members 
Mstep: Class 7 contains 201961 members 
Mstep: Class 8 contains 16446 members 
Mstep: Class 9 contains 11590 members 
Mstep: Class 10 contains 14491 members 
Mstep: Class 11 contains 7994 members 
Mstep: Class 12 contains 18862 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3143 members 
Mstep: Class 15 contains 101790 members 
Mstep: Class 16 contains 190532 members 
Mstep: Class 17 contains 16535 members 
Mstep: Class 18 contains 83661 members 
Mstep: Class 19 contains 25324 members 
Mstep: Class 20 contains 89947 members 
Mstep: Class 21 contains 44277 members 
Mstep: Class 22 contains 53236 members 
Mstep: Class 23 contains 10185 members 
Mstep: Class 24 contains 30065 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12793 members 
Mstep: Class 27 contains 11105 members 
Mstep: Class 28 contains 5655 members 
Mstep: Class 29 contains 12356 members 
Mstep: Class 30 contains 2981 members 
Mstep: Class 31 contains 6696 members 
Mstep: Class 32 contains 10874 members 
Mstep: Class 33 contains 54646 members 
Mstep: Class 34 contains 18715 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131377 members 
Mstep: Class 37 contains 234373 members 
Mstep: Class 38 contains 21687 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 871 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499936.000000 Penalty: 147473.906250
Iteration 220F: 42 clusters Score -2.354999e+08 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 8682 members 
Mstep: Class 3 contains 15874 members 
Mstep: Class 4 contains 183110 members 
Mstep: Class 5 contains 320121 members 
Mstep: Class 6 contains 8731 members 
Mstep: Class 7 contains 201555 members 
Mstep: Class 8 contains 16443 members 
Mstep: Class 9 contains 11598 members 
Mstep: Class 10 contains 14492 members 
Mstep: Class 11 contains 7997 members 
Mstep: Class 12 contains 18880 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3144 members 
Mstep: Class 15 contains 101795 members 
Mstep: Class 16 contains 190515 members 
Mstep: Class 17 contains 16536 members 
Mstep: Class 18 contains 83664 members 
Mstep: Class 19 contains 25327 members 
Mstep: Class 20 contains 90495 members 
Mstep: Class 21 contains 44274 members 
Mstep: Class 22 contains 53227 members 
Mstep: Class 23 contains 10187 members 
Mstep: Class 24 contains 30054 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12793 members 
Mstep: Class 27 contains 11104 members 
Mstep: Class 28 contains 5654 members 
Mstep: Class 29 contains 12351 members 
Mstep: Class 30 contains 2986 members 
Mstep: Class 31 contains 6688 members 
Mstep: Class 32 contains 10876 members 
Mstep: Class 33 contains 54644 members 
Mstep: Class 34 contains 18796 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131374 members 
Mstep: Class 37 contains 234217 members 
Mstep: Class 38 contains 21684 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 871 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499904.000000 Penalty: 147473.906250
Iteration 221Q: 42 clusters Score -2.354999e+08 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 8681 members 
Mstep: Class 3 contains 15874 members 
Mstep: Class 4 contains 183105 members 
Mstep: Class 5 contains 320099 members 
Mstep: Class 6 contains 8729 members 
Mstep: Class 7 contains 201124 members 
Mstep: Class 8 contains 16444 members 
Mstep: Class 9 contains 11612 members 
Mstep: Class 10 contains 14488 members 
Mstep: Class 11 contains 7997 members 
Mstep: Class 12 contains 18897 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3145 members 
Mstep: Class 15 contains 101797 members 
Mstep: Class 16 contains 190493 members 
Mstep: Class 17 contains 16540 members 
Mstep: Class 18 contains 83658 members 
Mstep: Class 19 contains 25326 members 
Mstep: Class 20 contains 91038 members 
Mstep: Class 21 contains 44264 members 
Mstep: Class 22 contains 53214 members 
Mstep: Class 23 contains 10191 members 
Mstep: Class 24 contains 30049 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12793 members 
Mstep: Class 27 contains 11104 members 
Mstep: Class 28 contains 5655 members 
Mstep: Class 29 contains 12344 members 
Mstep: Class 30 contains 2989 members 
Mstep: Class 31 contains 6675 members 
Mstep: Class 32 contains 10875 members 
Mstep: Class 33 contains 54643 members 
Mstep: Class 34 contains 18878 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131371 members 
Mstep: Class 37 contains 234093 members 
Mstep: Class 38 contains 21683 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 871 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499984.000000 Penalty: 147473.906250
Iteration 222Q: 42 clusters Score -2.355e+08 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 8677 members 
Mstep: Class 3 contains 15864 members 
Mstep: Class 4 contains 183124 members 
Mstep: Class 5 contains 320094 members 
Mstep: Class 6 contains 8724 members 
Mstep: Class 7 contains 200685 members 
Mstep: Class 8 contains 16447 members 
Mstep: Class 9 contains 11619 members 
Mstep: Class 10 contains 14489 members 
Mstep: Class 11 contains 7999 members 
Mstep: Class 12 contains 18920 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 101799 members 
Mstep: Class 16 contains 190465 members 
Mstep: Class 17 contains 16539 members 
Mstep: Class 18 contains 83655 members 
Mstep: Class 19 contains 25328 members 
Mstep: Class 20 contains 91621 members 
Mstep: Class 21 contains 44261 members 
Mstep: Class 22 contains 53196 members 
Mstep: Class 23 contains 10196 members 
Mstep: Class 24 contains 30036 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12798 members 
Mstep: Class 27 contains 11104 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 12337 members 
Mstep: Class 30 contains 2988 members 
Mstep: Class 31 contains 6671 members 
Mstep: Class 32 contains 10873 members 
Mstep: Class 33 contains 54643 members 
Mstep: Class 34 contains 18954 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131364 members 
Mstep: Class 37 contains 233916 members 
Mstep: Class 38 contains 21682 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 871 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499936.000000 Penalty: 147473.906250
Iteration 223Q: 42 clusters Score -2.354999e+08 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 8676 members 
Mstep: Class 3 contains 15853 members 
Mstep: Class 4 contains 183118 members 
Mstep: Class 5 contains 320099 members 
Mstep: Class 6 contains 8724 members 
Mstep: Class 7 contains 200284 members 
Mstep: Class 8 contains 16448 members 
Mstep: Class 9 contains 11629 members 
Mstep: Class 10 contains 14486 members 
Mstep: Class 11 contains 8003 members 
Mstep: Class 12 contains 18946 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3148 members 
Mstep: Class 15 contains 101806 members 
Mstep: Class 16 contains 190429 members 
Mstep: Class 17 contains 16534 members 
Mstep: Class 18 contains 83657 members 
Mstep: Class 19 contains 25331 members 
Mstep: Class 20 contains 92158 members 
Mstep: Class 21 contains 44252 members 
Mstep: Class 22 contains 53180 members 
Mstep: Class 23 contains 10198 members 
Mstep: Class 24 contains 30033 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12799 members 
Mstep: Class 27 contains 11103 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 12330 members 
Mstep: Class 30 contains 2992 members 
Mstep: Class 31 contains 6665 members 
Mstep: Class 32 contains 10871 members 
Mstep: Class 33 contains 54648 members 
Mstep: Class 34 contains 19022 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131358 members 
Mstep: Class 37 contains 233755 members 
Mstep: Class 38 contains 21682 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 871 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499968.000000 Penalty: 147473.906250
Iteration 224Q: 42 clusters Score -2.355e+08 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 8676 members 
Mstep: Class 3 contains 15837 members 
Mstep: Class 4 contains 183122 members 
Mstep: Class 5 contains 320116 members 
Mstep: Class 6 contains 8727 members 
Mstep: Class 7 contains 199892 members 
Mstep: Class 8 contains 16448 members 
Mstep: Class 9 contains 11636 members 
Mstep: Class 10 contains 14473 members 
Mstep: Class 11 contains 8006 members 
Mstep: Class 12 contains 18954 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3150 members 
Mstep: Class 15 contains 101805 members 
Mstep: Class 16 contains 190392 members 
Mstep: Class 17 contains 16533 members 
Mstep: Class 18 contains 83658 members 
Mstep: Class 19 contains 25334 members 
Mstep: Class 20 contains 92727 members 
Mstep: Class 21 contains 44244 members 
Mstep: Class 22 contains 53168 members 
Mstep: Class 23 contains 10203 members 
Mstep: Class 24 contains 30027 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12800 members 
Mstep: Class 27 contains 11103 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 12331 members 
Mstep: Class 30 contains 2994 members 
Mstep: Class 31 contains 6658 members 
Mstep: Class 32 contains 10870 members 
Mstep: Class 33 contains 54648 members 
Mstep: Class 34 contains 19087 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131368 members 
Mstep: Class 37 contains 233550 members 
Mstep: Class 38 contains 21683 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 871 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500384.000000 Penalty: 147473.906250
Iteration 225Q: 42 clusters Score -2.355004e+08 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 8678 members 
Mstep: Class 3 contains 15827 members 
Mstep: Class 4 contains 183109 members 
Mstep: Class 5 contains 320126 members 
Mstep: Class 6 contains 8726 members 
Mstep: Class 7 contains 199468 members 
Mstep: Class 8 contains 16447 members 
Mstep: Class 9 contains 11643 members 
Mstep: Class 10 contains 14479 members 
Mstep: Class 11 contains 8011 members 
Mstep: Class 12 contains 18964 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3153 members 
Mstep: Class 15 contains 101801 members 
Mstep: Class 16 contains 190366 members 
Mstep: Class 17 contains 16529 members 
Mstep: Class 18 contains 83656 members 
Mstep: Class 19 contains 25340 members 
Mstep: Class 20 contains 93217 members 
Mstep: Class 21 contains 44250 members 
Mstep: Class 22 contains 53156 members 
Mstep: Class 23 contains 10210 members 
Mstep: Class 24 contains 30026 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12797 members 
Mstep: Class 27 contains 11104 members 
Mstep: Class 28 contains 5654 members 
Mstep: Class 29 contains 12330 members 
Mstep: Class 30 contains 2998 members 
Mstep: Class 31 contains 6654 members 
Mstep: Class 32 contains 10874 members 
Mstep: Class 33 contains 54648 members 
Mstep: Class 34 contains 19159 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131364 members 
Mstep: Class 37 contains 233429 members 
Mstep: Class 38 contains 21681 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 871 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500720.000000 Penalty: 147473.906250
Iteration 226Q: 42 clusters Score -2.355007e+08 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 8677 members 
Mstep: Class 3 contains 15823 members 
Mstep: Class 4 contains 183125 members 
Mstep: Class 5 contains 320152 members 
Mstep: Class 6 contains 8725 members 
Mstep: Class 7 contains 199020 members 
Mstep: Class 8 contains 16451 members 
Mstep: Class 9 contains 11653 members 
Mstep: Class 10 contains 14479 members 
Mstep: Class 11 contains 8012 members 
Mstep: Class 12 contains 18971 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3154 members 
Mstep: Class 15 contains 101798 members 
Mstep: Class 16 contains 190312 members 
Mstep: Class 17 contains 16525 members 
Mstep: Class 18 contains 83654 members 
Mstep: Class 19 contains 25348 members 
Mstep: Class 20 contains 93720 members 
Mstep: Class 21 contains 44254 members 
Mstep: Class 22 contains 53144 members 
Mstep: Class 23 contains 10224 members 
Mstep: Class 24 contains 30024 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12794 members 
Mstep: Class 27 contains 11104 members 
Mstep: Class 28 contains 5655 members 
Mstep: Class 29 contains 12326 members 
Mstep: Class 30 contains 2999 members 
Mstep: Class 31 contains 6644 members 
Mstep: Class 32 contains 10873 members 
Mstep: Class 33 contains 54649 members 
Mstep: Class 34 contains 19236 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131354 members 
Mstep: Class 37 contains 233313 members 
Mstep: Class 38 contains 21680 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 871 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500400.000000 Penalty: 147473.906250
Iteration 227Q: 42 clusters Score -2.355004e+08 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 8674 members 
Mstep: Class 3 contains 15818 members 
Mstep: Class 4 contains 183156 members 
Mstep: Class 5 contains 320159 members 
Mstep: Class 6 contains 8721 members 
Mstep: Class 7 contains 198545 members 
Mstep: Class 8 contains 16447 members 
Mstep: Class 9 contains 11666 members 
Mstep: Class 10 contains 14477 members 
Mstep: Class 11 contains 8012 members 
Mstep: Class 12 contains 18972 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3159 members 
Mstep: Class 15 contains 101794 members 
Mstep: Class 16 contains 190279 members 
Mstep: Class 17 contains 16521 members 
Mstep: Class 18 contains 83651 members 
Mstep: Class 19 contains 25347 members 
Mstep: Class 20 contains 94248 members 
Mstep: Class 21 contains 44264 members 
Mstep: Class 22 contains 53135 members 
Mstep: Class 23 contains 10241 members 
Mstep: Class 24 contains 30020 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12792 members 
Mstep: Class 27 contains 11104 members 
Mstep: Class 28 contains 5653 members 
Mstep: Class 29 contains 12323 members 
Mstep: Class 30 contains 3000 members 
Mstep: Class 31 contains 6635 members 
Mstep: Class 32 contains 10871 members 
Mstep: Class 33 contains 54650 members 
Mstep: Class 34 contains 19316 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131345 members 
Mstep: Class 37 contains 233198 members 
Mstep: Class 38 contains 21682 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 871 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500432.000000 Penalty: 147473.906250
Iteration 228Q: 42 clusters Score -2.355004e+08 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 8671 members 
Mstep: Class 3 contains 15809 members 
Mstep: Class 4 contains 183175 members 
Mstep: Class 5 contains 320172 members 
Mstep: Class 6 contains 8721 members 
Mstep: Class 7 contains 198090 members 
Mstep: Class 8 contains 16448 members 
Mstep: Class 9 contains 11677 members 
Mstep: Class 10 contains 14477 members 
Mstep: Class 11 contains 8013 members 
Mstep: Class 12 contains 18984 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3160 members 
Mstep: Class 15 contains 101789 members 
Mstep: Class 16 contains 190225 members 
Mstep: Class 17 contains 16522 members 
Mstep: Class 18 contains 83652 members 
Mstep: Class 19 contains 25351 members 
Mstep: Class 20 contains 94804 members 
Mstep: Class 21 contains 44261 members 
Mstep: Class 22 contains 53105 members 
Mstep: Class 23 contains 10261 members 
Mstep: Class 24 contains 30020 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12793 members 
Mstep: Class 27 contains 11105 members 
Mstep: Class 28 contains 5654 members 
Mstep: Class 29 contains 12320 members 
Mstep: Class 30 contains 3001 members 
Mstep: Class 31 contains 6633 members 
Mstep: Class 32 contains 10868 members 
Mstep: Class 33 contains 54647 members 
Mstep: Class 34 contains 19406 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131348 members 
Mstep: Class 37 contains 233030 members 
Mstep: Class 38 contains 21682 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 871 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500320.000000 Penalty: 147473.906250
Iteration 229Q: 42 clusters Score -2.355003e+08 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 8673 members 
Mstep: Class 3 contains 15806 members 
Mstep: Class 4 contains 183209 members 
Mstep: Class 5 contains 320178 members 
Mstep: Class 6 contains 8719 members 
Mstep: Class 7 contains 197665 members 
Mstep: Class 8 contains 16445 members 
Mstep: Class 9 contains 11691 members 
Mstep: Class 10 contains 14474 members 
Mstep: Class 11 contains 8015 members 
Mstep: Class 12 contains 19008 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3160 members 
Mstep: Class 15 contains 101793 members 
Mstep: Class 16 contains 190175 members 
Mstep: Class 17 contains 16521 members 
Mstep: Class 18 contains 83652 members 
Mstep: Class 19 contains 25356 members 
Mstep: Class 20 contains 95360 members 
Mstep: Class 21 contains 44272 members 
Mstep: Class 22 contains 53094 members 
Mstep: Class 23 contains 10272 members 
Mstep: Class 24 contains 30022 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12794 members 
Mstep: Class 27 contains 11107 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 12319 members 
Mstep: Class 30 contains 3001 members 
Mstep: Class 31 contains 6625 members 
Mstep: Class 32 contains 10868 members 
Mstep: Class 33 contains 54642 members 
Mstep: Class 34 contains 19500 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131346 members 
Mstep: Class 37 contains 232770 members 
Mstep: Class 38 contains 21681 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 871 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500576.000000 Penalty: 147473.906250
Iteration 230Q: 42 clusters Score -2.355006e+08 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 8673 members 
Mstep: Class 3 contains 15803 members 
Mstep: Class 4 contains 183247 members 
Mstep: Class 5 contains 320181 members 
Mstep: Class 6 contains 8716 members 
Mstep: Class 7 contains 197183 members 
Mstep: Class 8 contains 16444 members 
Mstep: Class 9 contains 11715 members 
Mstep: Class 10 contains 14475 members 
Mstep: Class 11 contains 8019 members 
Mstep: Class 12 contains 19034 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3161 members 
Mstep: Class 15 contains 101789 members 
Mstep: Class 16 contains 190134 members 
Mstep: Class 17 contains 16519 members 
Mstep: Class 18 contains 83652 members 
Mstep: Class 19 contains 25356 members 
Mstep: Class 20 contains 95887 members 
Mstep: Class 21 contains 44275 members 
Mstep: Class 22 contains 53085 members 
Mstep: Class 23 contains 10280 members 
Mstep: Class 24 contains 30019 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12793 members 
Mstep: Class 27 contains 11106 members 
Mstep: Class 28 contains 5659 members 
Mstep: Class 29 contains 12319 members 
Mstep: Class 30 contains 2999 members 
Mstep: Class 31 contains 6605 members 
Mstep: Class 32 contains 10867 members 
Mstep: Class 33 contains 54640 members 
Mstep: Class 34 contains 19598 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131342 members 
Mstep: Class 37 contains 232614 members 
Mstep: Class 38 contains 21677 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 872 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500896.000000 Penalty: 147473.906250
Iteration 231Q: 42 clusters Score -2.355009e+08 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 8674 members 
Mstep: Class 3 contains 15800 members 
Mstep: Class 4 contains 183267 members 
Mstep: Class 5 contains 320216 members 
Mstep: Class 6 contains 8715 members 
Mstep: Class 7 contains 196716 members 
Mstep: Class 8 contains 16444 members 
Mstep: Class 9 contains 11733 members 
Mstep: Class 10 contains 14466 members 
Mstep: Class 11 contains 8020 members 
Mstep: Class 12 contains 19052 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3161 members 
Mstep: Class 15 contains 101785 members 
Mstep: Class 16 contains 190077 members 
Mstep: Class 17 contains 16516 members 
Mstep: Class 18 contains 83652 members 
Mstep: Class 19 contains 25354 members 
Mstep: Class 20 contains 96483 members 
Mstep: Class 21 contains 44281 members 
Mstep: Class 22 contains 53055 members 
Mstep: Class 23 contains 10290 members 
Mstep: Class 24 contains 30011 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12796 members 
Mstep: Class 27 contains 11106 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 12322 members 
Mstep: Class 30 contains 3000 members 
Mstep: Class 31 contains 6598 members 
Mstep: Class 32 contains 10869 members 
Mstep: Class 33 contains 54636 members 
Mstep: Class 34 contains 19688 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131340 members 
Mstep: Class 37 contains 232411 members 
Mstep: Class 38 contains 21674 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 873 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500480.000000 Penalty: 147473.906250
Iteration 232Q: 42 clusters Score -2.355005e+08 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 8675 members 
Mstep: Class 3 contains 15799 members 
Mstep: Class 4 contains 183276 members 
Mstep: Class 5 contains 320228 members 
Mstep: Class 6 contains 8713 members 
Mstep: Class 7 contains 196265 members 
Mstep: Class 8 contains 16443 members 
Mstep: Class 9 contains 11744 members 
Mstep: Class 10 contains 14465 members 
Mstep: Class 11 contains 8022 members 
Mstep: Class 12 contains 19063 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3161 members 
Mstep: Class 15 contains 101783 members 
Mstep: Class 16 contains 190024 members 
Mstep: Class 17 contains 16518 members 
Mstep: Class 18 contains 83650 members 
Mstep: Class 19 contains 25356 members 
Mstep: Class 20 contains 97048 members 
Mstep: Class 21 contains 44286 members 
Mstep: Class 22 contains 53043 members 
Mstep: Class 23 contains 10298 members 
Mstep: Class 24 contains 30008 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12796 members 
Mstep: Class 27 contains 11104 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 12324 members 
Mstep: Class 30 contains 3000 members 
Mstep: Class 31 contains 6595 members 
Mstep: Class 32 contains 10870 members 
Mstep: Class 33 contains 54623 members 
Mstep: Class 34 contains 19769 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131339 members 
Mstep: Class 37 contains 232245 members 
Mstep: Class 38 contains 21675 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 873 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235501040.000000 Penalty: 147473.906250
Iteration 233Q: 42 clusters Score -2.35501e+08 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 8678 members 
Mstep: Class 3 contains 15796 members 
Mstep: Class 4 contains 183297 members 
Mstep: Class 5 contains 320223 members 
Mstep: Class 6 contains 8710 members 
Mstep: Class 7 contains 195825 members 
Mstep: Class 8 contains 16442 members 
Mstep: Class 9 contains 11752 members 
Mstep: Class 10 contains 14465 members 
Mstep: Class 11 contains 8024 members 
Mstep: Class 12 contains 19078 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3160 members 
Mstep: Class 15 contains 101781 members 
Mstep: Class 16 contains 189974 members 
Mstep: Class 17 contains 16519 members 
Mstep: Class 18 contains 83636 members 
Mstep: Class 19 contains 25357 members 
Mstep: Class 20 contains 97580 members 
Mstep: Class 21 contains 44285 members 
Mstep: Class 22 contains 53011 members 
Mstep: Class 23 contains 10304 members 
Mstep: Class 24 contains 30003 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12789 members 
Mstep: Class 27 contains 11105 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 12326 members 
Mstep: Class 30 contains 3001 members 
Mstep: Class 31 contains 6594 members 
Mstep: Class 32 contains 10869 members 
Mstep: Class 33 contains 54620 members 
Mstep: Class 34 contains 19872 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131336 members 
Mstep: Class 37 contains 232121 members 
Mstep: Class 38 contains 21675 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 873 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235501568.000000 Penalty: 147473.906250
Iteration 234Q: 42 clusters Score -2.355016e+08 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 8677 members 
Mstep: Class 3 contains 15795 members 
Mstep: Class 4 contains 183300 members 
Mstep: Class 5 contains 320236 members 
Mstep: Class 6 contains 8708 members 
Mstep: Class 7 contains 195393 members 
Mstep: Class 8 contains 16443 members 
Mstep: Class 9 contains 11765 members 
Mstep: Class 10 contains 14466 members 
Mstep: Class 11 contains 8027 members 
Mstep: Class 12 contains 19105 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3160 members 
Mstep: Class 15 contains 101780 members 
Mstep: Class 16 contains 189944 members 
Mstep: Class 17 contains 16520 members 
Mstep: Class 18 contains 83631 members 
Mstep: Class 19 contains 25356 members 
Mstep: Class 20 contains 98063 members 
Mstep: Class 21 contains 44276 members 
Mstep: Class 22 contains 52978 members 
Mstep: Class 23 contains 10309 members 
Mstep: Class 24 contains 30004 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12782 members 
Mstep: Class 27 contains 11105 members 
Mstep: Class 28 contains 5657 members 
Mstep: Class 29 contains 12328 members 
Mstep: Class 30 contains 3002 members 
Mstep: Class 31 contains 6585 members 
Mstep: Class 32 contains 10865 members 
Mstep: Class 33 contains 54618 members 
Mstep: Class 34 contains 19975 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131339 members 
Mstep: Class 37 contains 232001 members 
Mstep: Class 38 contains 21674 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 873 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235501728.000000 Penalty: 147473.906250
Iteration 235Q: 42 clusters Score -2.355017e+08 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 8679 members 
Mstep: Class 3 contains 15794 members 
Mstep: Class 4 contains 183296 members 
Mstep: Class 5 contains 320241 members 
Mstep: Class 6 contains 8710 members 
Mstep: Class 7 contains 194951 members 
Mstep: Class 8 contains 16445 members 
Mstep: Class 9 contains 11777 members 
Mstep: Class 10 contains 14469 members 
Mstep: Class 11 contains 8027 members 
Mstep: Class 12 contains 19117 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3162 members 
Mstep: Class 15 contains 101782 members 
Mstep: Class 16 contains 189914 members 
Mstep: Class 17 contains 16523 members 
Mstep: Class 18 contains 83619 members 
Mstep: Class 19 contains 25357 members 
Mstep: Class 20 contains 98527 members 
Mstep: Class 21 contains 44274 members 
Mstep: Class 22 contains 52954 members 
Mstep: Class 23 contains 10312 members 
Mstep: Class 24 contains 30000 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12781 members 
Mstep: Class 27 contains 11107 members 
Mstep: Class 28 contains 5657 members 
Mstep: Class 29 contains 12327 members 
Mstep: Class 30 contains 3003 members 
Mstep: Class 31 contains 6578 members 
Mstep: Class 32 contains 10861 members 
Mstep: Class 33 contains 54612 members 
Mstep: Class 34 contains 20075 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131342 members 
Mstep: Class 37 contains 231922 members 
Mstep: Class 38 contains 21672 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 873 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235501648.000000 Penalty: 147473.906250
Iteration 236Q: 42 clusters Score -2.355016e+08 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 8679 members 
Mstep: Class 3 contains 15790 members 
Mstep: Class 4 contains 183283 members 
Mstep: Class 5 contains 320247 members 
Mstep: Class 6 contains 8709 members 
Mstep: Class 7 contains 194559 members 
Mstep: Class 8 contains 16445 members 
Mstep: Class 9 contains 11790 members 
Mstep: Class 10 contains 14473 members 
Mstep: Class 11 contains 8030 members 
Mstep: Class 12 contains 19128 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3162 members 
Mstep: Class 15 contains 101778 members 
Mstep: Class 16 contains 189855 members 
Mstep: Class 17 contains 16528 members 
Mstep: Class 18 contains 83614 members 
Mstep: Class 19 contains 25358 members 
Mstep: Class 20 contains 98994 members 
Mstep: Class 21 contains 44267 members 
Mstep: Class 22 contains 52942 members 
Mstep: Class 23 contains 10317 members 
Mstep: Class 24 contains 29993 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12783 members 
Mstep: Class 27 contains 11106 members 
Mstep: Class 28 contains 5659 members 
Mstep: Class 29 contains 12330 members 
Mstep: Class 30 contains 3003 members 
Mstep: Class 31 contains 6580 members 
Mstep: Class 32 contains 10866 members 
Mstep: Class 33 contains 54603 members 
Mstep: Class 34 contains 20172 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131344 members 
Mstep: Class 37 contains 231814 members 
Mstep: Class 38 contains 21667 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 873 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235501824.000000 Penalty: 147473.906250
Iteration 237Q: 42 clusters Score -2.355018e+08 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 8678 members 
Mstep: Class 3 contains 15783 members 
Mstep: Class 4 contains 183257 members 
Mstep: Class 5 contains 320253 members 
Mstep: Class 6 contains 8710 members 
Mstep: Class 7 contains 194179 members 
Mstep: Class 8 contains 16447 members 
Mstep: Class 9 contains 11805 members 
Mstep: Class 10 contains 14479 members 
Mstep: Class 11 contains 8035 members 
Mstep: Class 12 contains 19148 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3162 members 
Mstep: Class 15 contains 101779 members 
Mstep: Class 16 contains 189814 members 
Mstep: Class 17 contains 16530 members 
Mstep: Class 18 contains 83605 members 
Mstep: Class 19 contains 25357 members 
Mstep: Class 20 contains 99438 members 
Mstep: Class 21 contains 44246 members 
Mstep: Class 22 contains 52946 members 
Mstep: Class 23 contains 10324 members 
Mstep: Class 24 contains 29988 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12791 members 
Mstep: Class 27 contains 11105 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 12331 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 6581 members 
Mstep: Class 32 contains 10861 members 
Mstep: Class 33 contains 54596 members 
Mstep: Class 34 contains 20257 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131340 members 
Mstep: Class 37 contains 231713 members 
Mstep: Class 38 contains 21661 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 873 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235502160.000000 Penalty: 147473.906250
Iteration 238Q: 42 clusters Score -2.355022e+08 nChanged 1731
Entering ConstructFrom: 
Score: -235502160.000000 Penalty: 147473.906250
Entering ConstructFrom: 
Trying to split cluster 1 (6585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Entering Unmasked Estep 
Score: -803708.312500 Penalty: 2180.552246
	Iteration 0F: 2 clusters Score -803708.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -798211.250000 Penalty: 4361.104492
	Iteration 0F: 3 clusters Score -798211.2 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -799812.875000 Penalty: 4361.104492
	Iteration 1F: 3 clusters Score -799812.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -800113.125000 Penalty: 4361.104492
	Iteration 2F: 3 clusters Score -800113.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -800368.062500 Penalty: 4361.104492
	Iteration 3F: 3 clusters Score -800368.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -800637.375000 Penalty: 4361.104492
	Iteration 4F: 3 clusters Score -800637.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -800982.250000 Penalty: 4361.104492
	Iteration 5F: 3 clusters Score -800982.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -801410.437500 Penalty: 4361.104492
	Iteration 6F: 3 clusters Score -801410.4 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -801823.812500 Penalty: 4361.104492
	Iteration 7F: 3 clusters Score -801823.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -802135.312500 Penalty: 4361.104492
	Iteration 8F: 3 clusters Score -802135.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -802326.437500 Penalty: 4361.104492
	Iteration 9Q: 3 clusters Score -802326.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -802473.000000 Penalty: 4361.104492
	Iteration 10Q: 3 clusters Score -802473 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -802574.312500 Penalty: 4361.104492
	Iteration 11Q: 3 clusters Score -802574.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -802658.000000 Penalty: 4361.104492
	Iteration 12Q: 3 clusters Score -802658 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -802725.937500 Penalty: 4361.104492
	Iteration 13Q: 3 clusters Score -802725.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -802792.187500 Penalty: 4361.104492
	Iteration 14Q: 3 clusters Score -802792.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -802838.375000 Penalty: 4361.104492
	Iteration 15Q: 3 clusters Score -802838.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -802880.875000 Penalty: 4361.104492
	Iteration 16Q: 3 clusters Score -802880.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -802916.500000 Penalty: 4361.104492
	Iteration 17Q: 3 clusters Score -802916.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -802936.687500 Penalty: 4361.104492
	Iteration 18Q: 3 clusters Score -802936.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -802955.312500 Penalty: 4361.104492
	Iteration 19Q: 3 clusters Score -802955.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -802965.375000 Penalty: 4361.104492
	Iteration 20F: 3 clusters Score -802965.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -802976.812500 Penalty: 4361.104492
	Iteration 21Q: 3 clusters Score -802976.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -802984.000000 Penalty: 4361.104492
	Iteration 22Q: 3 clusters Score -802984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -802989.000000 Penalty: 4361.104492
	Iteration 23Q: 3 clusters Score -802989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -802990.687500 Penalty: 4361.104492
	Iteration 24Q: 3 clusters Score -802990.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -802995.562500 Penalty: 4361.104492
	Iteration 25Q: 3 clusters Score -802995.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -803000.625000 Penalty: 4361.104492
	Iteration 26Q: 3 clusters Score -803000.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -803006.437500 Penalty: 4361.104492
	Iteration 27Q: 3 clusters Score -803006.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -803008.937500 Penalty: 4361.104492
	Iteration 28Q: 3 clusters Score -803008.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -803010.750000 Penalty: 4361.104492
	Iteration 29Q: 3 clusters Score -803010.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -803014.500000 Penalty: 4361.104492
	Iteration 30Q: 3 clusters Score -803014.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -803013.375000 Penalty: 4361.104492
	Iteration 31Q: 3 clusters Score -803013.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -803014.500000 Penalty: 4361.104492
	Iteration 32Q: 3 clusters Score -803014.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -803014.500000 Penalty: 4361.104492
	Iteration 33F: 3 clusters Score -803014.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Entering Unmasked Estep 
Score: -986577.375000 Penalty: 2249.085449
	Iteration 0F: 2 clusters Score -986577.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -979711.812500 Penalty: 4498.170898
	Iteration 0F: 3 clusters Score -979711.8 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -981580.312500 Penalty: 4498.170898
	Iteration 1F: 3 clusters Score -981580.3 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -981913.500000 Penalty: 4498.170898
	Iteration 2F: 3 clusters Score -981913.5 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -982252.625000 Penalty: 4498.170898
	Iteration 3F: 3 clusters Score -982252.6 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -982608.250000 Penalty: 4498.170898
	Iteration 4F: 3 clusters Score -982608.2 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -982995.812500 Penalty: 4498.170898
	Iteration 5F: 3 clusters Score -982995.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -983351.625000 Penalty: 4498.170898
	Iteration 6F: 3 clusters Score -983351.6 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -983665.937500 Penalty: 4498.170898
	Iteration 7F: 3 clusters Score -983665.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -983934.000000 Penalty: 4498.170898
	Iteration 8Q: 3 clusters Score -983934 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -984187.500000 Penalty: 4498.170898
	Iteration 9Q: 3 clusters Score -984187.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -984446.875000 Penalty: 4498.170898
	Iteration 10Q: 3 clusters Score -984446.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -984736.875000 Penalty: 4498.170898
	Iteration 11Q: 3 clusters Score -984736.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -984969.125000 Penalty: 4498.170898
	Iteration 12Q: 3 clusters Score -984969.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -985103.187500 Penalty: 4498.170898
	Iteration 13Q: 3 clusters Score -985103.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -985184.875000 Penalty: 4498.170898
	Iteration 14Q: 3 clusters Score -985184.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -985224.250000 Penalty: 4498.170898
	Iteration 15Q: 3 clusters Score -985224.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -985256.875000 Penalty: 4498.170898
	Iteration 16Q: 3 clusters Score -985256.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -985281.812500 Penalty: 4498.170898
	Iteration 17Q: 3 clusters Score -985281.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -985298.187500 Penalty: 4498.170898
	Iteration 18Q: 3 clusters Score -985298.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -985309.312500 Penalty: 4498.170898
	Iteration 19Q: 3 clusters Score -985309.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -985315.312500 Penalty: 4498.170898
	Iteration 20F: 3 clusters Score -985315.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -985327.937500 Penalty: 4498.170898
	Iteration 21Q: 3 clusters Score -985327.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -985335.562500 Penalty: 4498.170898
	Iteration 22Q: 3 clusters Score -985335.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -985345.937500 Penalty: 4498.170898
	Iteration 23Q: 3 clusters Score -985345.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -985352.875000 Penalty: 4498.170898
	Iteration 24Q: 3 clusters Score -985352.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -985362.875000 Penalty: 4498.170898
	Iteration 25Q: 3 clusters Score -985362.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -985373.250000 Penalty: 4498.170898
	Iteration 26Q: 3 clusters Score -985373.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -985395.437500 Penalty: 4498.170898
	Iteration 27Q: 3 clusters Score -985395.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -985412.937500 Penalty: 4498.170898
	Iteration 28Q: 3 clusters Score -985412.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -985435.687500 Penalty: 4498.170898
	Iteration 29Q: 3 clusters Score -985435.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -985475.875000 Penalty: 4498.170898
	Iteration 30Q: 3 clusters Score -985475.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -985528.812500 Penalty: 4498.170898
	Iteration 31Q: 3 clusters Score -985528.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -985563.937500 Penalty: 4498.170898
	Iteration 32Q: 3 clusters Score -985563.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -985588.812500 Penalty: 4498.170898
	Iteration 33Q: 3 clusters Score -985588.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -985607.500000 Penalty: 4498.170898
	Iteration 34Q: 3 clusters Score -985607.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -985618.875000 Penalty: 4498.170898
	Iteration 35Q: 3 clusters Score -985618.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -985630.937500 Penalty: 4498.170898
	Iteration 36Q: 3 clusters Score -985630.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -985631.437500 Penalty: 4498.170898
	Iteration 37Q: 3 clusters Score -985631.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -985635.187500 Penalty: 4498.170898
	Iteration 38Q: 3 clusters Score -985635.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -985635.250000 Penalty: 4498.170898
	Iteration 39Q: 3 clusters Score -985635.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -985636.062500 Penalty: 4498.170898
	Iteration 40F: 3 clusters Score -985636.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Entering Unmasked Estep 
Score: -1884003.625000 Penalty: 2397.244385
	Iteration 0F: 2 clusters Score -1884004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1872640.000000 Penalty: 4794.488770
	Iteration 0F: 3 clusters Score -1872640 nChanged 6919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1876373.875000 Penalty: 4794.488770
	Iteration 1F: 3 clusters Score -1876374 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1876825.625000 Penalty: 4794.488770
	Iteration 2F: 3 clusters Score -1876826 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1877245.000000 Penalty: 4794.488770
	Iteration 3F: 3 clusters Score -1877245 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1877704.000000 Penalty: 4794.488770
	Iteration 4F: 3 clusters Score -1877704 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1878177.125000 Penalty: 4794.488770
	Iteration 5F: 3 clusters Score -1878177 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1878676.625000 Penalty: 4794.488770
	Iteration 6F: 3 clusters Score -1878677 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1879254.875000 Penalty: 4794.488770
	Iteration 7F: 3 clusters Score -1879255 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1879881.250000 Penalty: 4794.488770
	Iteration 8F: 3 clusters Score -1879881 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1880465.125000 Penalty: 4794.488770
	Iteration 9Q: 3 clusters Score -1880465 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1880956.500000 Penalty: 4794.488770
	Iteration 10Q: 3 clusters Score -1880956 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1881329.875000 Penalty: 4794.488770
	Iteration 11Q: 3 clusters Score -1881330 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1881594.625000 Penalty: 4794.488770
	Iteration 12Q: 3 clusters Score -1881595 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1881805.250000 Penalty: 4794.488770
	Iteration 13Q: 3 clusters Score -1881805 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1881956.500000 Penalty: 4794.488770
	Iteration 14Q: 3 clusters Score -1881956 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1882080.000000 Penalty: 4794.488770
	Iteration 15Q: 3 clusters Score -1882080 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1882168.625000 Penalty: 4794.488770
	Iteration 16Q: 3 clusters Score -1882169 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1882250.125000 Penalty: 4794.488770
	Iteration 17Q: 3 clusters Score -1882250 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1882311.875000 Penalty: 4794.488770
	Iteration 18Q: 3 clusters Score -1882312 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1882357.750000 Penalty: 4794.488770
	Iteration 19Q: 3 clusters Score -1882358 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1882379.125000 Penalty: 4794.488770
	Iteration 20F: 3 clusters Score -1882379 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1882402.125000 Penalty: 4794.488770
	Iteration 21Q: 3 clusters Score -1882402 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1882421.750000 Penalty: 4794.488770
	Iteration 22Q: 3 clusters Score -1882422 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1882434.000000 Penalty: 4794.488770
	Iteration 23Q: 3 clusters Score -1882434 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1882447.000000 Penalty: 4794.488770
	Iteration 24Q: 3 clusters Score -1882447 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1882460.000000 Penalty: 4794.488770
	Iteration 25Q: 3 clusters Score -1882460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1882466.875000 Penalty: 4794.488770
	Iteration 26Q: 3 clusters Score -1882467 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1882470.500000 Penalty: 4794.488770
	Iteration 27Q: 3 clusters Score -1882470 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1882486.500000 Penalty: 4794.488770
	Iteration 28Q: 3 clusters Score -1882486 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1882491.500000 Penalty: 4794.488770
	Iteration 29Q: 3 clusters Score -1882492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1882502.750000 Penalty: 4794.488770
	Iteration 30Q: 3 clusters Score -1882503 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1882505.250000 Penalty: 4794.488770
	Iteration 31Q: 3 clusters Score -1882505 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1882512.250000 Penalty: 4794.488770
	Iteration 32Q: 3 clusters Score -1882512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1882517.000000 Penalty: 4794.488770
	Iteration 33Q: 3 clusters Score -1882517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1882518.500000 Penalty: 4794.488770
	Iteration 34Q: 3 clusters Score -1882518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1882517.500000 Penalty: 4794.488770
	Iteration 35Q: 3 clusters Score -1882518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1882517.500000 Penalty: 4794.488770
	Iteration 36F: 3 clusters Score -1882518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (183231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183231 members 
Entering Unmasked Estep 
Score: -22373978.000000 Penalty: 3005.388672
	Iteration 0F: 2 clusters Score -2.237398e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91433 members 
Mstep: Class 2 contains 91798 members 
Entering Unmasked Estep 
Score: -22252530.000000 Penalty: 6010.777344
	Iteration 0F: 3 clusters Score -2.225253e+07 nChanged 88036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91039 members 
Mstep: Class 2 contains 92192 members 
Entering Unmasked Estep 
Score: -22304592.000000 Penalty: 6010.777344
	Iteration 1F: 3 clusters Score -2.230459e+07 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91140 members 
Mstep: Class 2 contains 92091 members 
Entering Unmasked Estep 
Score: -22305808.000000 Penalty: 6010.777344
	Iteration 2Q: 3 clusters Score -2.230581e+07 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91465 members 
Mstep: Class 2 contains 91766 members 
Entering Unmasked Estep 
Score: -22307342.000000 Penalty: 6010.777344
	Iteration 3Q: 3 clusters Score -2.230734e+07 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91941 members 
Mstep: Class 2 contains 91290 members 
Entering Unmasked Estep 
Score: -22309628.000000 Penalty: 6010.777344
	Iteration 4Q: 3 clusters Score -2.230963e+07 nChanged 7783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92442 members 
Mstep: Class 2 contains 90789 members 
Entering Unmasked Estep 
Score: -22312334.000000 Penalty: 6010.777344
	Iteration 5Q: 3 clusters Score -2.231233e+07 nChanged 8351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92859 members 
Mstep: Class 2 contains 90372 members 
Entering Unmasked Estep 
Score: -22315628.000000 Penalty: 6010.777344
	Iteration 6Q: 3 clusters Score -2.231563e+07 nChanged 8491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93070 members 
Mstep: Class 2 contains 90161 members 
Entering Unmasked Estep 
Score: -22318840.000000 Penalty: 6010.777344
	Iteration 7Q: 3 clusters Score -2.231884e+07 nChanged 8237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93071 members 
Mstep: Class 2 contains 90160 members 
Entering Unmasked Estep 
Score: -22321814.000000 Penalty: 6010.777344
	Iteration 8Q: 3 clusters Score -2.232181e+07 nChanged 7462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92831 members 
Mstep: Class 2 contains 90400 members 
Entering Unmasked Estep 
Score: -22324086.000000 Penalty: 6010.777344
	Iteration 9Q: 3 clusters Score -2.232409e+07 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92174 members 
Mstep: Class 2 contains 91057 members 
Entering Unmasked Estep 
Score: -22325818.000000 Penalty: 6010.777344
	Iteration 10Q: 3 clusters Score -2.232582e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91193 members 
Mstep: Class 2 contains 92038 members 
Entering Unmasked Estep 
Score: -22327144.000000 Penalty: 6010.777344
	Iteration 11Q: 3 clusters Score -2.232714e+07 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89837 members 
Mstep: Class 2 contains 93394 members 
Entering Unmasked Estep 
Score: -22327936.000000 Penalty: 6010.777344
	Iteration 12Q: 3 clusters Score -2.232794e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88077 members 
Mstep: Class 2 contains 95154 members 
Entering Unmasked Estep 
Score: -22328636.000000 Penalty: 6010.777344
	Iteration 13Q: 3 clusters Score -2.232864e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85845 members 
Mstep: Class 2 contains 97386 members 
Entering Unmasked Estep 
Score: -22329198.000000 Penalty: 6010.777344
	Iteration 14Q: 3 clusters Score -2.23292e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83051 members 
Mstep: Class 2 contains 100180 members 
Entering Unmasked Estep 
Score: -22329936.000000 Penalty: 6010.777344
	Iteration 15Q: 3 clusters Score -2.232994e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79514 members 
Mstep: Class 2 contains 103717 members 
Entering Unmasked Estep 
Score: -22330822.000000 Penalty: 6010.777344
	Iteration 16Q: 3 clusters Score -2.233082e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75025 members 
Mstep: Class 2 contains 108206 members 
Entering Unmasked Estep 
Score: -22332060.000000 Penalty: 6010.777344
	Iteration 17Q: 3 clusters Score -2.233206e+07 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69329 members 
Mstep: Class 2 contains 113902 members 
Entering Unmasked Estep 
Score: -22333900.000000 Penalty: 6010.777344
	Iteration 18Q: 3 clusters Score -2.23339e+07 nChanged 6964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62375 members 
Mstep: Class 2 contains 120856 members 
Entering Unmasked Estep 
Score: -22336520.000000 Penalty: 6010.777344
	Iteration 19Q: 3 clusters Score -2.233652e+07 nChanged 8265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54114 members 
Mstep: Class 2 contains 129117 members 
Entering Unmasked Estep 
Score: -22340376.000000 Penalty: 6010.777344
	Iteration 20F: 3 clusters Score -2.234038e+07 nChanged 9318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44796 members 
Mstep: Class 2 contains 138435 members 
Entering Unmasked Estep 
Score: -22345072.000000 Penalty: 6010.777344
	Iteration 21F: 3 clusters Score -2.234507e+07 nChanged 9874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34922 members 
Mstep: Class 2 contains 148309 members 
Entering Unmasked Estep 
Score: -22350782.000000 Penalty: 6010.777344
	Iteration 22F: 3 clusters Score -2.235078e+07 nChanged 9321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 157630 members 
Entering Unmasked Estep 
Score: -22356436.000000 Penalty: 6010.777344
	Iteration 23F: 3 clusters Score -2.235644e+07 nChanged 8096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 165726 members 
Entering Unmasked Estep 
Score: -22361550.000000 Penalty: 6010.777344
	Iteration 24Q: 3 clusters Score -2.236155e+07 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 171983 members 
Entering Unmasked Estep 
Score: -22365608.000000 Penalty: 6010.777344
	Iteration 25Q: 3 clusters Score -2.236561e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 176229 members 
Entering Unmasked Estep 
Score: -22367936.000000 Penalty: 6010.777344
	Iteration 26Q: 3 clusters Score -2.236794e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 178805 members 
Entering Unmasked Estep 
Score: -22369320.000000 Penalty: 6010.777344
	Iteration 27Q: 3 clusters Score -2.236932e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 180348 members 
Entering Unmasked Estep 
Score: -22370200.000000 Penalty: 6010.777344
	Iteration 28Q: 3 clusters Score -2.23702e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 181221 members 
Entering Unmasked Estep 
Score: -22370688.000000 Penalty: 6010.777344
	Iteration 29Q: 3 clusters Score -2.237069e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 181682 members 
Entering Unmasked Estep 
Score: -22370946.000000 Penalty: 6010.777344
	Iteration 30Q: 3 clusters Score -2.237095e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 181955 members 
Entering Unmasked Estep 
Score: -22371094.000000 Penalty: 6010.777344
	Iteration 31Q: 3 clusters Score -2.237109e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 182140 members 
Entering Unmasked Estep 
Score: -22371200.000000 Penalty: 6010.777344
	Iteration 32Q: 3 clusters Score -2.23712e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 182258 members 
Entering Unmasked Estep 
Score: -22371274.000000 Penalty: 6010.777344
	Iteration 33Q: 3 clusters Score -2.237127e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 182322 members 
Entering Unmasked Estep 
Score: -22371308.000000 Penalty: 6010.777344
	Iteration 34Q: 3 clusters Score -2.237131e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 182379 members 
Entering Unmasked Estep 
Score: -22371362.000000 Penalty: 6010.777344
	Iteration 35Q: 3 clusters Score -2.237136e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 182410 members 
Entering Unmasked Estep 
Score: -22371398.000000 Penalty: 6010.777344
	Iteration 36Q: 3 clusters Score -2.23714e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 182429 members 
Entering Unmasked Estep 
Score: -22371416.000000 Penalty: 6010.777344
	Iteration 37Q: 3 clusters Score -2.237142e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 182465 members 
Entering Unmasked Estep 
Score: -22371454.000000 Penalty: 6010.777344
	Iteration 38Q: 3 clusters Score -2.237145e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 182480 members 
Entering Unmasked Estep 
Score: -22371456.000000 Penalty: 6010.777344
	Iteration 39Q: 3 clusters Score -2.237146e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 182491 members 
Entering Unmasked Estep 
Score: -22371478.000000 Penalty: 6010.777344
	Iteration 40F: 3 clusters Score -2.237148e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 182501 members 
Entering Unmasked Estep 
Score: -22371492.000000 Penalty: 6010.777344
	Iteration 41Q: 3 clusters Score -2.237149e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 182502 members 
Entering Unmasked Estep 
Score: -22371482.000000 Penalty: 6010.777344
	Iteration 42Q: 3 clusters Score -2.237148e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 182506 members 
Entering Unmasked Estep 
Score: -22371490.000000 Penalty: 6010.777344
	Iteration 43Q: 3 clusters Score -2.237149e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 182507 members 
Entering Unmasked Estep 
Score: -22371488.000000 Penalty: 6010.777344
	Iteration 44Q: 3 clusters Score -2.237149e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 182510 members 
Entering Unmasked Estep 
Score: -22371492.000000 Penalty: 6010.777344
	Iteration 45Q: 3 clusters Score -2.237149e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 182511 members 
Entering Unmasked Estep 
Score: -22371494.000000 Penalty: 6010.777344
	Iteration 46Q: 3 clusters Score -2.237149e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 182515 members 
Entering Unmasked Estep 
Score: -22371492.000000 Penalty: 6010.777344
	Iteration 47Q: 3 clusters Score -2.237149e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 182520 members 
Entering Unmasked Estep 
Score: -22371496.000000 Penalty: 6010.777344
	Iteration 48Q: 3 clusters Score -2.23715e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 182523 members 
Entering Unmasked Estep 
Score: -22371490.000000 Penalty: 6010.777344
	Iteration 49Q: 3 clusters Score -2.237149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 182527 members 
Entering Unmasked Estep 
Score: -22371506.000000 Penalty: 6010.777344
	Iteration 50Q: 3 clusters Score -2.237151e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 182530 members 
Entering Unmasked Estep 
Score: -22371514.000000 Penalty: 6010.777344
	Iteration 51Q: 3 clusters Score -2.237151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 182532 members 
Entering Unmasked Estep 
Score: -22371514.000000 Penalty: 6010.777344
	Iteration 52Q: 3 clusters Score -2.237151e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 182532 members 
Entering Unmasked Estep 
Score: -22371514.000000 Penalty: 6010.777344
	Iteration 53F: 3 clusters Score -2.237151e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (320256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320256 members 
Entering Unmasked Estep 
Score: -38970960.000000 Penalty: 3143.865234
	Iteration 0F: 2 clusters Score -3.897096e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160295 members 
Mstep: Class 2 contains 159961 members 
Entering Unmasked Estep 
Score: -38787776.000000 Penalty: 6287.730469
	Iteration 0F: 3 clusters Score -3.878778e+07 nChanged 154963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161066 members 
Mstep: Class 2 contains 159190 members 
Entering Unmasked Estep 
Score: -38879632.000000 Penalty: 6287.730469
	Iteration 1F: 3 clusters Score -3.887963e+07 nChanged 7725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160881 members 
Mstep: Class 2 contains 159375 members 
Entering Unmasked Estep 
Score: -38880876.000000 Penalty: 6287.730469
	Iteration 2Q: 3 clusters Score -3.888088e+07 nChanged 8383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160398 members 
Mstep: Class 2 contains 159858 members 
Entering Unmasked Estep 
Score: -38882736.000000 Penalty: 6287.730469
	Iteration 3Q: 3 clusters Score -3.888274e+07 nChanged 9553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159315 members 
Mstep: Class 2 contains 160941 members 
Entering Unmasked Estep 
Score: -38885076.000000 Penalty: 6287.730469
	Iteration 4Q: 3 clusters Score -3.888508e+07 nChanged 10963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157480 members 
Mstep: Class 2 contains 162776 members 
Entering Unmasked Estep 
Score: -38888580.000000 Penalty: 6287.730469
	Iteration 5Q: 3 clusters Score -3.888858e+07 nChanged 12656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154730 members 
Mstep: Class 2 contains 165526 members 
Entering Unmasked Estep 
Score: -38892616.000000 Penalty: 6287.730469
	Iteration 6Q: 3 clusters Score -3.889262e+07 nChanged 14118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151114 members 
Mstep: Class 2 contains 169142 members 
Entering Unmasked Estep 
Score: -38897668.000000 Penalty: 6287.730469
	Iteration 7Q: 3 clusters Score -3.889767e+07 nChanged 15134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146532 members 
Mstep: Class 2 contains 173724 members 
Entering Unmasked Estep 
Score: -38903296.000000 Penalty: 6287.730469
	Iteration 8Q: 3 clusters Score -3.89033e+07 nChanged 15601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141365 members 
Mstep: Class 2 contains 178891 members 
Entering Unmasked Estep 
Score: -38908832.000000 Penalty: 6287.730469
	Iteration 9Q: 3 clusters Score -3.890883e+07 nChanged 15650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135711 members 
Mstep: Class 2 contains 184545 members 
Entering Unmasked Estep 
Score: -38913912.000000 Penalty: 6287.730469
	Iteration 10Q: 3 clusters Score -3.891391e+07 nChanged 15196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129731 members 
Mstep: Class 2 contains 190525 members 
Entering Unmasked Estep 
Score: -38918044.000000 Penalty: 6287.730469
	Iteration 11Q: 3 clusters Score -3.891804e+07 nChanged 14137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123424 members 
Mstep: Class 2 contains 196832 members 
Entering Unmasked Estep 
Score: -38921432.000000 Penalty: 6287.730469
	Iteration 12Q: 3 clusters Score -3.892143e+07 nChanged 12276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116690 members 
Mstep: Class 2 contains 203566 members 
Entering Unmasked Estep 
Score: -38923504.000000 Penalty: 6287.730469
	Iteration 13Q: 3 clusters Score -3.89235e+07 nChanged 10558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109396 members 
Mstep: Class 2 contains 210860 members 
Entering Unmasked Estep 
Score: -38925020.000000 Penalty: 6287.730469
	Iteration 14Q: 3 clusters Score -3.892502e+07 nChanged 9460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101484 members 
Mstep: Class 2 contains 218772 members 
Entering Unmasked Estep 
Score: -38925564.000000 Penalty: 6287.730469
	Iteration 15Q: 3 clusters Score -3.892556e+07 nChanged 9251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92745 members 
Mstep: Class 2 contains 227511 members 
Entering Unmasked Estep 
Score: -38925804.000000 Penalty: 6287.730469
	Iteration 16Q: 3 clusters Score -3.89258e+07 nChanged 9755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83102 members 
Mstep: Class 2 contains 237154 members 
Entering Unmasked Estep 
Score: -38927344.000000 Penalty: 6287.730469
	Iteration 17Q: 3 clusters Score -3.892734e+07 nChanged 10639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72483 members 
Mstep: Class 2 contains 247773 members 
Entering Unmasked Estep 
Score: -38929564.000000 Penalty: 6287.730469
	Iteration 18Q: 3 clusters Score -3.892956e+07 nChanged 11537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60948 members 
Mstep: Class 2 contains 259308 members 
Entering Unmasked Estep 
Score: -38932828.000000 Penalty: 6287.730469
	Iteration 19Q: 3 clusters Score -3.893283e+07 nChanged 12055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48893 members 
Mstep: Class 2 contains 271363 members 
Entering Unmasked Estep 
Score: -38937532.000000 Penalty: 6287.730469
	Iteration 20F: 3 clusters Score -3.893753e+07 nChanged 12014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36879 members 
Mstep: Class 2 contains 283377 members 
Entering Unmasked Estep 
Score: -38943368.000000 Penalty: 6287.730469
	Iteration 21Q: 3 clusters Score -3.894337e+07 nChanged 11136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 294513 members 
Entering Unmasked Estep 
Score: -38949772.000000 Penalty: 6287.730469
	Iteration 22Q: 3 clusters Score -3.894977e+07 nChanged 9174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 303687 members 
Entering Unmasked Estep 
Score: -38956088.000000 Penalty: 6287.730469
	Iteration 23Q: 3 clusters Score -3.895609e+07 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 310234 members 
Entering Unmasked Estep 
Score: -38960892.000000 Penalty: 6287.730469
	Iteration 24Q: 3 clusters Score -3.896089e+07 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 314493 members 
Entering Unmasked Estep 
Score: -38964312.000000 Penalty: 6287.730469
	Iteration 25Q: 3 clusters Score -3.896431e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 316920 members 
Entering Unmasked Estep 
Score: -38966196.000000 Penalty: 6287.730469
	Iteration 26Q: 3 clusters Score -3.89662e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 318135 members 
Entering Unmasked Estep 
Score: -38967032.000000 Penalty: 6287.730469
	Iteration 27Q: 3 clusters Score -3.896703e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 318782 members 
Entering Unmasked Estep 
Score: -38967668.000000 Penalty: 6287.730469
	Iteration 28Q: 3 clusters Score -3.896767e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 319093 members 
Entering Unmasked Estep 
Score: -38967888.000000 Penalty: 6287.730469
	Iteration 29Q: 3 clusters Score -3.896789e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 319251 members 
Entering Unmasked Estep 
Score: -38968004.000000 Penalty: 6287.730469
	Iteration 30Q: 3 clusters Score -3.8968e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 319350 members 
Entering Unmasked Estep 
Score: -38968132.000000 Penalty: 6287.730469
	Iteration 31Q: 3 clusters Score -3.896813e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 319416 members 
Entering Unmasked Estep 
Score: -38968188.000000 Penalty: 6287.730469
	Iteration 32Q: 3 clusters Score -3.896819e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 319479 members 
Entering Unmasked Estep 
Score: -38968252.000000 Penalty: 6287.730469
	Iteration 33Q: 3 clusters Score -3.896825e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 319510 members 
Entering Unmasked Estep 
Score: -38968288.000000 Penalty: 6287.730469
	Iteration 34Q: 3 clusters Score -3.896829e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 319528 members 
Entering Unmasked Estep 
Score: -38968332.000000 Penalty: 6287.730469
	Iteration 35Q: 3 clusters Score -3.896833e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 319549 members 
Entering Unmasked Estep 
Score: -38968364.000000 Penalty: 6287.730469
	Iteration 36Q: 3 clusters Score -3.896836e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 319555 members 
Entering Unmasked Estep 
Score: -38968372.000000 Penalty: 6287.730469
	Iteration 37Q: 3 clusters Score -3.896837e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 319560 members 
Entering Unmasked Estep 
Score: -38968400.000000 Penalty: 6287.730469
	Iteration 38Q: 3 clusters Score -3.89684e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 319570 members 
Entering Unmasked Estep 
Score: -38968408.000000 Penalty: 6287.730469
	Iteration 39Q: 3 clusters Score -3.896841e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 319576 members 
Entering Unmasked Estep 
Score: -38968412.000000 Penalty: 6287.730469
	Iteration 40F: 3 clusters Score -3.896841e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 319581 members 
Entering Unmasked Estep 
Score: -38968420.000000 Penalty: 6287.730469
	Iteration 41Q: 3 clusters Score -3.896842e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 319585 members 
Entering Unmasked Estep 
Score: -38968408.000000 Penalty: 6287.730469
	Iteration 42Q: 3 clusters Score -3.896841e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 319588 members 
Entering Unmasked Estep 
Score: -38968408.000000 Penalty: 6287.730469
	Iteration 43Q: 3 clusters Score -3.896841e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 319590 members 
Entering Unmasked Estep 
Score: -38968392.000000 Penalty: 6287.730469
	Iteration 44Q: 3 clusters Score -3.896839e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 319598 members 
Entering Unmasked Estep 
Score: -38968436.000000 Penalty: 6287.730469
	Iteration 45Q: 3 clusters Score -3.896844e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 319605 members 
Entering Unmasked Estep 
Score: -38968424.000000 Penalty: 6287.730469
	Iteration 46Q: 3 clusters Score -3.896842e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 319609 members 
Entering Unmasked Estep 
Score: -38968432.000000 Penalty: 6287.730469
	Iteration 47Q: 3 clusters Score -3.896843e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 319614 members 
Entering Unmasked Estep 
Score: -38968432.000000 Penalty: 6287.730469
	Iteration 48Q: 3 clusters Score -3.896843e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 319619 members 
Entering Unmasked Estep 
Score: -38968452.000000 Penalty: 6287.730469
	Iteration 49Q: 3 clusters Score -3.896845e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 319624 members 
Entering Unmasked Estep 
Score: -38968464.000000 Penalty: 6287.730469
	Iteration 50Q: 3 clusters Score -3.896846e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 319623 members 
Entering Unmasked Estep 
Score: -38968448.000000 Penalty: 6287.730469
	Iteration 51Q: 3 clusters Score -3.896845e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 319623 members 
Entering Unmasked Estep 
Score: -38968456.000000 Penalty: 6287.730469
	Iteration 52Q: 3 clusters Score -3.896846e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 319624 members 
Entering Unmasked Estep 
Score: -38968452.000000 Penalty: 6287.730469
	Iteration 53Q: 3 clusters Score -3.896845e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 319626 members 
Entering Unmasked Estep 
Score: -38968448.000000 Penalty: 6287.730469
	Iteration 54Q: 3 clusters Score -3.896845e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 319625 members 
Entering Unmasked Estep 
Score: -38968464.000000 Penalty: 6287.730469
	Iteration 55Q: 3 clusters Score -3.896846e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 319625 members 
Entering Unmasked Estep 
Score: -38968464.000000 Penalty: 6287.730469
	Iteration 56F: 3 clusters Score -3.896846e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Entering Unmasked Estep 
Score: -1041035.125000 Penalty: 2249.883789
	Iteration 0F: 2 clusters Score -1041035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1034204.625000 Penalty: 4499.767578
	Iteration 0F: 3 clusters Score -1034205 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1036274.812500 Penalty: 4499.767578
	Iteration 1F: 3 clusters Score -1036275 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1037010.625000 Penalty: 4499.767578
	Iteration 2F: 3 clusters Score -1037011 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1038039.562500 Penalty: 4499.767578
	Iteration 3F: 3 clusters Score -1038040 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1039094.875000 Penalty: 4499.767578
	Iteration 4F: 3 clusters Score -1039095 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1039859.500000 Penalty: 4499.767578
	Iteration 5F: 3 clusters Score -1039860 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1040285.875000 Penalty: 4499.767578
	Iteration 6F: 3 clusters Score -1040286 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1040451.562500 Penalty: 4499.767578
	Iteration 7Q: 3 clusters Score -1040452 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1040516.000000 Penalty: 4499.767578
	Iteration 8Q: 3 clusters Score -1040516 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1040552.375000 Penalty: 4499.767578
	Iteration 9Q: 3 clusters Score -1040552 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1040577.562500 Penalty: 4499.767578
	Iteration 10Q: 3 clusters Score -1040578 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1040590.437500 Penalty: 4499.767578
	Iteration 11Q: 3 clusters Score -1040590 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1040605.812500 Penalty: 4499.767578
	Iteration 12Q: 3 clusters Score -1040606 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1040616.312500 Penalty: 4499.767578
	Iteration 13Q: 3 clusters Score -1040616 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1040619.375000 Penalty: 4499.767578
	Iteration 14Q: 3 clusters Score -1040619 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1040622.187500 Penalty: 4499.767578
	Iteration 15Q: 3 clusters Score -1040622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1040625.250000 Penalty: 4499.767578
	Iteration 16Q: 3 clusters Score -1040625 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1040630.437500 Penalty: 4499.767578
	Iteration 17Q: 3 clusters Score -1040630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1040631.437500 Penalty: 4499.767578
	Iteration 18Q: 3 clusters Score -1040631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1040634.062500 Penalty: 4499.767578
	Iteration 19Q: 3 clusters Score -1040634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1040638.312500 Penalty: 4499.767578
	Iteration 20F: 3 clusters Score -1040638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1040635.812500 Penalty: 4499.767578
	Iteration 21Q: 3 clusters Score -1040636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1040637.375000 Penalty: 4499.767578
	Iteration 22Q: 3 clusters Score -1040637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1040635.625000 Penalty: 4499.767578
	Iteration 23Q: 3 clusters Score -1040636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1040636.875000 Penalty: 4499.767578
	Iteration 24Q: 3 clusters Score -1040637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1040637.625000 Penalty: 4499.767578
	Iteration 25Q: 3 clusters Score -1040638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1040637.125000 Penalty: 4499.767578
	Iteration 26Q: 3 clusters Score -1040637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1040638.375000 Penalty: 4499.767578
	Iteration 27Q: 3 clusters Score -1040638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1040639.062500 Penalty: 4499.767578
	Iteration 28Q: 3 clusters Score -1040639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1040639.812500 Penalty: 4499.767578
	Iteration 29Q: 3 clusters Score -1040640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1040640.000000 Penalty: 4499.767578
	Iteration 30Q: 3 clusters Score -1040640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1040641.750000 Penalty: 4499.767578
	Iteration 31Q: 3 clusters Score -1040642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1040639.812500 Penalty: 4499.767578
	Iteration 32Q: 3 clusters Score -1040640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1040639.812500 Penalty: 4499.767578
	Iteration 33F: 3 clusters Score -1040640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (193837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193837 members 
Entering Unmasked Estep 
Score: -23929432.000000 Penalty: 3019.343750
	Iteration 0F: 2 clusters Score -2.392943e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97127 members 
Mstep: Class 2 contains 96710 members 
Entering Unmasked Estep 
Score: -23801124.000000 Penalty: 6038.687500
	Iteration 0F: 3 clusters Score -2.380112e+07 nChanged 93289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103534 members 
Mstep: Class 2 contains 90303 members 
Entering Unmasked Estep 
Score: -23857744.000000 Penalty: 6038.687500
	Iteration 1F: 3 clusters Score -2.385774e+07 nChanged 7954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107734 members 
Mstep: Class 2 contains 86103 members 
Entering Unmasked Estep 
Score: -23860306.000000 Penalty: 6038.687500
	Iteration 2Q: 3 clusters Score -2.386031e+07 nChanged 9632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113980 members 
Mstep: Class 2 contains 79857 members 
Entering Unmasked Estep 
Score: -23864268.000000 Penalty: 6038.687500
	Iteration 3Q: 3 clusters Score -2.386427e+07 nChanged 11192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122434 members 
Mstep: Class 2 contains 71403 members 
Entering Unmasked Estep 
Score: -23870060.000000 Penalty: 6038.687500
	Iteration 4F: 3 clusters Score -2.387006e+07 nChanged 12785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133169 members 
Mstep: Class 2 contains 60668 members 
Entering Unmasked Estep 
Score: -23878036.000000 Penalty: 6038.687500
	Iteration 5F: 3 clusters Score -2.387804e+07 nChanged 13969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145910 members 
Mstep: Class 2 contains 47927 members 
Entering Unmasked Estep 
Score: -23888324.000000 Penalty: 6038.687500
	Iteration 6F: 3 clusters Score -2.388832e+07 nChanged 14036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159464 members 
Mstep: Class 2 contains 34373 members 
Entering Unmasked Estep 
Score: -23899722.000000 Penalty: 6038.687500
	Iteration 7F: 3 clusters Score -2.389972e+07 nChanged 12610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171946 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -23910324.000000 Penalty: 6038.687500
	Iteration 8F: 3 clusters Score -2.391032e+07 nChanged 9481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181407 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -23918108.000000 Penalty: 6038.687500
	Iteration 9Q: 3 clusters Score -2.391811e+07 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187531 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -23922610.000000 Penalty: 6038.687500
	Iteration 10Q: 3 clusters Score -2.392261e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190844 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -23924876.000000 Penalty: 6038.687500
	Iteration 11Q: 3 clusters Score -2.392488e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192320 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -23925890.000000 Penalty: 6038.687500
	Iteration 12Q: 3 clusters Score -2.392589e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192973 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -23926318.000000 Penalty: 6038.687500
	Iteration 13Q: 3 clusters Score -2.392632e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193218 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -23926526.000000 Penalty: 6038.687500
	Iteration 14Q: 3 clusters Score -2.392653e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193310 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -23926632.000000 Penalty: 6038.687500
	Iteration 15Q: 3 clusters Score -2.392663e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193357 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -23926668.000000 Penalty: 6038.687500
	Iteration 16Q: 3 clusters Score -2.392667e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193386 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -23926702.000000 Penalty: 6038.687500
	Iteration 17Q: 3 clusters Score -2.39267e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193408 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -23926730.000000 Penalty: 6038.687500
	Iteration 18Q: 3 clusters Score -2.392673e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193416 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -23926770.000000 Penalty: 6038.687500
	Iteration 19Q: 3 clusters Score -2.392677e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193423 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -23926778.000000 Penalty: 6038.687500
	Iteration 20F: 3 clusters Score -2.392678e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193429 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -23926774.000000 Penalty: 6038.687500
	Iteration 21Q: 3 clusters Score -2.392677e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193434 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -23926786.000000 Penalty: 6038.687500
	Iteration 22Q: 3 clusters Score -2.392679e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193438 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -23926796.000000 Penalty: 6038.687500
	Iteration 23Q: 3 clusters Score -2.39268e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193440 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -23926788.000000 Penalty: 6038.687500
	Iteration 24Q: 3 clusters Score -2.392679e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193447 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -23926796.000000 Penalty: 6038.687500
	Iteration 25Q: 3 clusters Score -2.39268e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193454 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -23926790.000000 Penalty: 6038.687500
	Iteration 26Q: 3 clusters Score -2.392679e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193457 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -23926818.000000 Penalty: 6038.687500
	Iteration 27Q: 3 clusters Score -2.392682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193462 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -23926826.000000 Penalty: 6038.687500
	Iteration 28Q: 3 clusters Score -2.392683e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193464 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -23926828.000000 Penalty: 6038.687500
	Iteration 29Q: 3 clusters Score -2.392683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193467 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -23926832.000000 Penalty: 6038.687500
	Iteration 30Q: 3 clusters Score -2.392683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193467 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -23926844.000000 Penalty: 6038.687500
	Iteration 31Q: 3 clusters Score -2.392684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193467 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -23926830.000000 Penalty: 6038.687500
	Iteration 32Q: 3 clusters Score -2.392683e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193470 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -23926838.000000 Penalty: 6038.687500
	Iteration 33Q: 3 clusters Score -2.392684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193471 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -23926836.000000 Penalty: 6038.687500
	Iteration 34Q: 3 clusters Score -2.392684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193472 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -23926842.000000 Penalty: 6038.687500
	Iteration 35Q: 3 clusters Score -2.392684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193473 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -23926850.000000 Penalty: 6038.687500
	Iteration 36Q: 3 clusters Score -2.392685e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193473 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -23926850.000000 Penalty: 6038.687500
	Iteration 37F: 3 clusters Score -2.392685e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Entering Unmasked Estep 
Score: -1888440.750000 Penalty: 2407.604004
	Iteration 0F: 2 clusters Score -1888441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1876687.000000 Penalty: 4815.208008
	Iteration 0F: 3 clusters Score -1876687 nChanged 7167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1880778.000000 Penalty: 4815.208008
	Iteration 1F: 3 clusters Score -1880778 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1881487.625000 Penalty: 4815.208008
	Iteration 2F: 3 clusters Score -1881488 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1882202.125000 Penalty: 4815.208008
	Iteration 3F: 3 clusters Score -1882202 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1883025.125000 Penalty: 4815.208008
	Iteration 4F: 3 clusters Score -1883025 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1884102.750000 Penalty: 4815.208008
	Iteration 5F: 3 clusters Score -1884103 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1885212.375000 Penalty: 4815.208008
	Iteration 6F: 3 clusters Score -1885212 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1886318.125000 Penalty: 4815.208008
	Iteration 7F: 3 clusters Score -1886318 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1887126.375000 Penalty: 4815.208008
	Iteration 8F: 3 clusters Score -1887126 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1887590.375000 Penalty: 4815.208008
	Iteration 9Q: 3 clusters Score -1887590 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1887776.750000 Penalty: 4815.208008
	Iteration 10Q: 3 clusters Score -1887777 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1887885.250000 Penalty: 4815.208008
	Iteration 11Q: 3 clusters Score -1887885 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1887955.500000 Penalty: 4815.208008
	Iteration 12Q: 3 clusters Score -1887956 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1887987.500000 Penalty: 4815.208008
	Iteration 13Q: 3 clusters Score -1887988 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1888005.625000 Penalty: 4815.208008
	Iteration 14Q: 3 clusters Score -1888006 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1888022.750000 Penalty: 4815.208008
	Iteration 15Q: 3 clusters Score -1888023 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1888034.375000 Penalty: 4815.208008
	Iteration 16Q: 3 clusters Score -1888034 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1888038.625000 Penalty: 4815.208008
	Iteration 17Q: 3 clusters Score -1888039 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1888044.000000 Penalty: 4815.208008
	Iteration 18Q: 3 clusters Score -1888044 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1888046.750000 Penalty: 4815.208008
	Iteration 19Q: 3 clusters Score -1888047 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1888047.125000 Penalty: 4815.208008
	Iteration 20F: 3 clusters Score -1888047 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1888050.625000 Penalty: 4815.208008
	Iteration 21Q: 3 clusters Score -1888051 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1888059.750000 Penalty: 4815.208008
	Iteration 22Q: 3 clusters Score -1888060 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1888062.625000 Penalty: 4815.208008
	Iteration 23Q: 3 clusters Score -1888063 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1888063.500000 Penalty: 4815.208008
	Iteration 24Q: 3 clusters Score -1888064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1888064.625000 Penalty: 4815.208008
	Iteration 25Q: 3 clusters Score -1888065 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1888068.750000 Penalty: 4815.208008
	Iteration 26Q: 3 clusters Score -1888069 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1888069.875000 Penalty: 4815.208008
	Iteration 27Q: 3 clusters Score -1888070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1888069.750000 Penalty: 4815.208008
	Iteration 28Q: 3 clusters Score -1888070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1888072.125000 Penalty: 4815.208008
	Iteration 29Q: 3 clusters Score -1888072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1888071.500000 Penalty: 4815.208008
	Iteration 30Q: 3 clusters Score -1888072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1888071.500000 Penalty: 4815.208008
	Iteration 31Q: 3 clusters Score -1888072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1888073.500000 Penalty: 4815.208008
	Iteration 32Q: 3 clusters Score -1888074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1888075.250000 Penalty: 4815.208008
	Iteration 33Q: 3 clusters Score -1888075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1888076.875000 Penalty: 4815.208008
	Iteration 34Q: 3 clusters Score -1888077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1888079.750000 Penalty: 4815.208008
	Iteration 35Q: 3 clusters Score -1888080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1888078.000000 Penalty: 4815.208008
	Iteration 36Q: 3 clusters Score -1888078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1888087.625000 Penalty: 4815.208008
	Iteration 37Q: 3 clusters Score -1888088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1888086.750000 Penalty: 4815.208008
	Iteration 38Q: 3 clusters Score -1888087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1888086.750000 Penalty: 4815.208008
	Iteration 39F: 3 clusters Score -1888087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Entering Unmasked Estep 
Score: -1411331.000000 Penalty: 2325.569092
	Iteration 0F: 2 clusters Score -1411331 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 5878 members 
Entering Unmasked Estep 
Score: -1402534.500000 Penalty: 4651.138184
	Iteration 0F: 3 clusters Score -1402534 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1405303.750000 Penalty: 4651.138184
	Iteration 1F: 3 clusters Score -1405304 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1405780.875000 Penalty: 4651.138184
	Iteration 2F: 3 clusters Score -1405781 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1406268.375000 Penalty: 4651.138184
	Iteration 3F: 3 clusters Score -1406268 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1406742.500000 Penalty: 4651.138184
	Iteration 4F: 3 clusters Score -1406742 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1407194.125000 Penalty: 4651.138184
	Iteration 5F: 3 clusters Score -1407194 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1407598.875000 Penalty: 4651.138184
	Iteration 6F: 3 clusters Score -1407599 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1407901.250000 Penalty: 4651.138184
	Iteration 7Q: 3 clusters Score -1407901 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1408105.000000 Penalty: 4651.138184
	Iteration 8Q: 3 clusters Score -1408105 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1408255.500000 Penalty: 4651.138184
	Iteration 9Q: 3 clusters Score -1408256 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1408355.625000 Penalty: 4651.138184
	Iteration 10Q: 3 clusters Score -1408356 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1408419.250000 Penalty: 4651.138184
	Iteration 11Q: 3 clusters Score -1408419 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1408464.500000 Penalty: 4651.138184
	Iteration 12Q: 3 clusters Score -1408464 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1408506.750000 Penalty: 4651.138184
	Iteration 13Q: 3 clusters Score -1408507 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1408545.250000 Penalty: 4651.138184
	Iteration 14Q: 3 clusters Score -1408545 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1408577.250000 Penalty: 4651.138184
	Iteration 15Q: 3 clusters Score -1408577 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1408602.125000 Penalty: 4651.138184
	Iteration 16Q: 3 clusters Score -1408602 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1408627.625000 Penalty: 4651.138184
	Iteration 17Q: 3 clusters Score -1408628 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1408652.750000 Penalty: 4651.138184
	Iteration 18Q: 3 clusters Score -1408653 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1408675.250000 Penalty: 4651.138184
	Iteration 19Q: 3 clusters Score -1408675 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1408691.750000 Penalty: 4651.138184
	Iteration 20F: 3 clusters Score -1408692 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1408717.875000 Penalty: 4651.138184
	Iteration 21Q: 3 clusters Score -1408718 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1408735.375000 Penalty: 4651.138184
	Iteration 22Q: 3 clusters Score -1408735 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1408747.750000 Penalty: 4651.138184
	Iteration 23Q: 3 clusters Score -1408748 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1408773.375000 Penalty: 4651.138184
	Iteration 24Q: 3 clusters Score -1408773 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1408797.375000 Penalty: 4651.138184
	Iteration 25Q: 3 clusters Score -1408797 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1408819.125000 Penalty: 4651.138184
	Iteration 26Q: 3 clusters Score -1408819 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1408837.500000 Penalty: 4651.138184
	Iteration 27Q: 3 clusters Score -1408838 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1408854.125000 Penalty: 4651.138184
	Iteration 28Q: 3 clusters Score -1408854 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1408866.125000 Penalty: 4651.138184
	Iteration 29Q: 3 clusters Score -1408866 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1408884.250000 Penalty: 4651.138184
	Iteration 30Q: 3 clusters Score -1408884 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1408903.125000 Penalty: 4651.138184
	Iteration 31Q: 3 clusters Score -1408903 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1408916.750000 Penalty: 4651.138184
	Iteration 32Q: 3 clusters Score -1408917 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1408922.875000 Penalty: 4651.138184
	Iteration 33Q: 3 clusters Score -1408923 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1408944.625000 Penalty: 4651.138184
	Iteration 34Q: 3 clusters Score -1408945 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1408955.875000 Penalty: 4651.138184
	Iteration 35Q: 3 clusters Score -1408956 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1408970.500000 Penalty: 4651.138184
	Iteration 36Q: 3 clusters Score -1408970 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1408975.375000 Penalty: 4651.138184
	Iteration 37Q: 3 clusters Score -1408975 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1408987.000000 Penalty: 4651.138184
	Iteration 38Q: 3 clusters Score -1408987 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1409008.125000 Penalty: 4651.138184
	Iteration 39Q: 3 clusters Score -1409008 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1409025.750000 Penalty: 4651.138184
	Iteration 40F: 3 clusters Score -1409026 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1409036.875000 Penalty: 4651.138184
	Iteration 41Q: 3 clusters Score -1409037 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1409046.875000 Penalty: 4651.138184
	Iteration 42Q: 3 clusters Score -1409047 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1409063.125000 Penalty: 4651.138184
	Iteration 43Q: 3 clusters Score -1409063 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1409069.000000 Penalty: 4651.138184
	Iteration 44Q: 3 clusters Score -1409069 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1409080.500000 Penalty: 4651.138184
	Iteration 45Q: 3 clusters Score -1409080 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1409094.375000 Penalty: 4651.138184
	Iteration 46Q: 3 clusters Score -1409094 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1409109.250000 Penalty: 4651.138184
	Iteration 47Q: 3 clusters Score -1409109 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1409118.750000 Penalty: 4651.138184
	Iteration 48Q: 3 clusters Score -1409119 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1409136.875000 Penalty: 4651.138184
	Iteration 49Q: 3 clusters Score -1409137 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1409152.750000 Penalty: 4651.138184
	Iteration 50Q: 3 clusters Score -1409153 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1409171.875000 Penalty: 4651.138184
	Iteration 51Q: 3 clusters Score -1409172 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1409187.250000 Penalty: 4651.138184
	Iteration 52Q: 3 clusters Score -1409187 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1409208.125000 Penalty: 4651.138184
	Iteration 53Q: 3 clusters Score -1409208 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1409226.375000 Penalty: 4651.138184
	Iteration 54Q: 3 clusters Score -1409226 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1409239.875000 Penalty: 4651.138184
	Iteration 55Q: 3 clusters Score -1409240 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1409253.250000 Penalty: 4651.138184
	Iteration 56Q: 3 clusters Score -1409253 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1409265.250000 Penalty: 4651.138184
	Iteration 57Q: 3 clusters Score -1409265 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1409266.500000 Penalty: 4651.138184
	Iteration 58Q: 3 clusters Score -1409266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1409274.250000 Penalty: 4651.138184
	Iteration 59Q: 3 clusters Score -1409274 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1409285.500000 Penalty: 4651.138184
	Iteration 60F: 3 clusters Score -1409286 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1409298.625000 Penalty: 4651.138184
	Iteration 61Q: 3 clusters Score -1409299 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1409314.125000 Penalty: 4651.138184
	Iteration 62Q: 3 clusters Score -1409314 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1409322.625000 Penalty: 4651.138184
	Iteration 63Q: 3 clusters Score -1409323 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1409329.250000 Penalty: 4651.138184
	Iteration 64Q: 3 clusters Score -1409329 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1409344.375000 Penalty: 4651.138184
	Iteration 65Q: 3 clusters Score -1409344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1409352.250000 Penalty: 4651.138184
	Iteration 66Q: 3 clusters Score -1409352 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1409361.625000 Penalty: 4651.138184
	Iteration 67Q: 3 clusters Score -1409362 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1409371.125000 Penalty: 4651.138184
	Iteration 68Q: 3 clusters Score -1409371 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1409382.750000 Penalty: 4651.138184
	Iteration 69Q: 3 clusters Score -1409383 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1409386.500000 Penalty: 4651.138184
	Iteration 70Q: 3 clusters Score -1409386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1409395.125000 Penalty: 4651.138184
	Iteration 71Q: 3 clusters Score -1409395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1409396.000000 Penalty: 4651.138184
	Iteration 72Q: 3 clusters Score -1409396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1409397.125000 Penalty: 4651.138184
	Iteration 73Q: 3 clusters Score -1409397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1409398.375000 Penalty: 4651.138184
	Iteration 74Q: 3 clusters Score -1409398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1409404.375000 Penalty: 4651.138184
	Iteration 75Q: 3 clusters Score -1409404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1409407.000000 Penalty: 4651.138184
	Iteration 76Q: 3 clusters Score -1409407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1409408.000000 Penalty: 4651.138184
	Iteration 77Q: 3 clusters Score -1409408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1409405.500000 Penalty: 4651.138184
	Iteration 78Q: 3 clusters Score -1409406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1409407.750000 Penalty: 4651.138184
	Iteration 79Q: 3 clusters Score -1409408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1409406.250000 Penalty: 4651.138184
	Iteration 80F: 3 clusters Score -1409406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1409409.500000 Penalty: 4651.138184
	Iteration 81Q: 3 clusters Score -1409410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1409410.000000 Penalty: 4651.138184
	Iteration 82Q: 3 clusters Score -1409410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1409409.000000 Penalty: 4651.138184
	Iteration 83Q: 3 clusters Score -1409409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1409410.000000 Penalty: 4651.138184
	Iteration 84Q: 3 clusters Score -1409410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1409410.375000 Penalty: 4651.138184
	Iteration 85Q: 3 clusters Score -1409410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1409410.375000 Penalty: 4651.138184
	Iteration 86F: 3 clusters Score -1409410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Entering Unmasked Estep 
Score: -1648239.125000 Penalty: 2375.935547
	Iteration 0F: 2 clusters Score -1648239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1637759.250000 Penalty: 4751.871094
	Iteration 0F: 3 clusters Score -1637759 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1641456.250000 Penalty: 4751.871094
	Iteration 1F: 3 clusters Score -1641456 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1642214.750000 Penalty: 4751.871094
	Iteration 2F: 3 clusters Score -1642215 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1642984.250000 Penalty: 4751.871094
	Iteration 3F: 3 clusters Score -1642984 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1643705.375000 Penalty: 4751.871094
	Iteration 4F: 3 clusters Score -1643705 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1644431.625000 Penalty: 4751.871094
	Iteration 5F: 3 clusters Score -1644432 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1645143.875000 Penalty: 4751.871094
	Iteration 6F: 3 clusters Score -1645144 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1645802.000000 Penalty: 4751.871094
	Iteration 7Q: 3 clusters Score -1645802 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1646382.250000 Penalty: 4751.871094
	Iteration 8Q: 3 clusters Score -1646382 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1646794.250000 Penalty: 4751.871094
	Iteration 9Q: 3 clusters Score -1646794 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1647171.500000 Penalty: 4751.871094
	Iteration 10Q: 3 clusters Score -1647172 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1647491.750000 Penalty: 4751.871094
	Iteration 11Q: 3 clusters Score -1647492 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1647702.625000 Penalty: 4751.871094
	Iteration 12Q: 3 clusters Score -1647703 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1647848.375000 Penalty: 4751.871094
	Iteration 13Q: 3 clusters Score -1647848 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1647943.625000 Penalty: 4751.871094
	Iteration 14Q: 3 clusters Score -1647944 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1647993.750000 Penalty: 4751.871094
	Iteration 15Q: 3 clusters Score -1647994 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1648029.000000 Penalty: 4751.871094
	Iteration 16Q: 3 clusters Score -1648029 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1648047.125000 Penalty: 4751.871094
	Iteration 17Q: 3 clusters Score -1648047 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1648055.625000 Penalty: 4751.871094
	Iteration 18Q: 3 clusters Score -1648056 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1648063.250000 Penalty: 4751.871094
	Iteration 19Q: 3 clusters Score -1648063 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1648067.000000 Penalty: 4751.871094
	Iteration 20F: 3 clusters Score -1648067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1648071.875000 Penalty: 4751.871094
	Iteration 21Q: 3 clusters Score -1648072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1648069.000000 Penalty: 4751.871094
	Iteration 22Q: 3 clusters Score -1648069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1648070.250000 Penalty: 4751.871094
	Iteration 23Q: 3 clusters Score -1648070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1648069.125000 Penalty: 4751.871094
	Iteration 24Q: 3 clusters Score -1648069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1648069.125000 Penalty: 4751.871094
	Iteration 25F: 3 clusters Score -1648069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Entering Unmasked Estep 
Score: -887934.062500 Penalty: 2229.907227
	Iteration 0F: 2 clusters Score -887934.1 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 4035 members 
Entering Unmasked Estep 
Score: -881559.000000 Penalty: 4459.814453
	Iteration 0F: 3 clusters Score -881559 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -883444.375000 Penalty: 4459.814453
	Iteration 1F: 3 clusters Score -883444.4 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -883867.562500 Penalty: 4459.814453
	Iteration 2F: 3 clusters Score -883867.6 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -884185.500000 Penalty: 4459.814453
	Iteration 3F: 3 clusters Score -884185.5 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -884441.875000 Penalty: 4459.814453
	Iteration 4F: 3 clusters Score -884441.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -884690.375000 Penalty: 4459.814453
	Iteration 5Q: 3 clusters Score -884690.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -884886.000000 Penalty: 4459.814453
	Iteration 6Q: 3 clusters Score -884886 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -885077.500000 Penalty: 4459.814453
	Iteration 7Q: 3 clusters Score -885077.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -885286.250000 Penalty: 4459.814453
	Iteration 8Q: 3 clusters Score -885286.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -885476.250000 Penalty: 4459.814453
	Iteration 9Q: 3 clusters Score -885476.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -885652.562500 Penalty: 4459.814453
	Iteration 10Q: 3 clusters Score -885652.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -885795.937500 Penalty: 4459.814453
	Iteration 11Q: 3 clusters Score -885795.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -885926.375000 Penalty: 4459.814453
	Iteration 12Q: 3 clusters Score -885926.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -886042.062500 Penalty: 4459.814453
	Iteration 13Q: 3 clusters Score -886042.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -886133.750000 Penalty: 4459.814453
	Iteration 14Q: 3 clusters Score -886133.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -886246.937500 Penalty: 4459.814453
	Iteration 15Q: 3 clusters Score -886246.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -886335.187500 Penalty: 4459.814453
	Iteration 16Q: 3 clusters Score -886335.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -886399.750000 Penalty: 4459.814453
	Iteration 17Q: 3 clusters Score -886399.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -886463.250000 Penalty: 4459.814453
	Iteration 18Q: 3 clusters Score -886463.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -886525.375000 Penalty: 4459.814453
	Iteration 19Q: 3 clusters Score -886525.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -886578.125000 Penalty: 4459.814453
	Iteration 20F: 3 clusters Score -886578.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -886630.062500 Penalty: 4459.814453
	Iteration 21Q: 3 clusters Score -886630.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -886677.500000 Penalty: 4459.814453
	Iteration 22Q: 3 clusters Score -886677.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -886704.750000 Penalty: 4459.814453
	Iteration 23Q: 3 clusters Score -886704.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -886734.500000 Penalty: 4459.814453
	Iteration 24Q: 3 clusters Score -886734.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -886755.312500 Penalty: 4459.814453
	Iteration 25Q: 3 clusters Score -886755.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -886769.437500 Penalty: 4459.814453
	Iteration 26Q: 3 clusters Score -886769.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -886780.937500 Penalty: 4459.814453
	Iteration 27Q: 3 clusters Score -886780.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -886789.562500 Penalty: 4459.814453
	Iteration 28Q: 3 clusters Score -886789.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -886795.312500 Penalty: 4459.814453
	Iteration 29Q: 3 clusters Score -886795.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -886803.625000 Penalty: 4459.814453
	Iteration 30Q: 3 clusters Score -886803.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -886806.375000 Penalty: 4459.814453
	Iteration 31Q: 3 clusters Score -886806.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -886810.062500 Penalty: 4459.814453
	Iteration 32Q: 3 clusters Score -886810.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -886811.687500 Penalty: 4459.814453
	Iteration 33Q: 3 clusters Score -886811.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -886814.500000 Penalty: 4459.814453
	Iteration 34Q: 3 clusters Score -886814.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -886815.625000 Penalty: 4459.814453
	Iteration 35Q: 3 clusters Score -886815.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -886816.000000 Penalty: 4459.814453
	Iteration 36Q: 3 clusters Score -886816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -886815.437500 Penalty: 4459.814453
	Iteration 37Q: 3 clusters Score -886815.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -886817.062500 Penalty: 4459.814453
	Iteration 38Q: 3 clusters Score -886817.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -886817.187500 Penalty: 4459.814453
	Iteration 39Q: 3 clusters Score -886817.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -886817.750000 Penalty: 4459.814453
	Iteration 40F: 3 clusters Score -886817.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Entering Unmasked Estep 
Score: -2312494.500000 Penalty: 2445.553223
	Iteration 0F: 2 clusters Score -2312494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -2298978.250000 Penalty: 4891.106445
	Iteration 0F: 3 clusters Score -2298978 nChanged 8392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -2303496.250000 Penalty: 4891.106445
	Iteration 1F: 3 clusters Score -2303496 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -2304002.250000 Penalty: 4891.106445
	Iteration 2F: 3 clusters Score -2304002 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -2304550.000000 Penalty: 4891.106445
	Iteration 3F: 3 clusters Score -2304550 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -2305207.500000 Penalty: 4891.106445
	Iteration 4F: 3 clusters Score -2305208 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -2305940.750000 Penalty: 4891.106445
	Iteration 5F: 3 clusters Score -2305941 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -2306775.750000 Penalty: 4891.106445
	Iteration 6F: 3 clusters Score -2306776 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -2307621.750000 Penalty: 4891.106445
	Iteration 7F: 3 clusters Score -2307622 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -2308459.500000 Penalty: 4891.106445
	Iteration 8F: 3 clusters Score -2308460 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -2309127.750000 Penalty: 4891.106445
	Iteration 9Q: 3 clusters Score -2309128 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -2309649.000000 Penalty: 4891.106445
	Iteration 10Q: 3 clusters Score -2309649 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -2309989.500000 Penalty: 4891.106445
	Iteration 11Q: 3 clusters Score -2309990 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -2310164.000000 Penalty: 4891.106445
	Iteration 12Q: 3 clusters Score -2310164 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -2310274.250000 Penalty: 4891.106445
	Iteration 13Q: 3 clusters Score -2310274 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -2310330.250000 Penalty: 4891.106445
	Iteration 14Q: 3 clusters Score -2310330 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -2310365.500000 Penalty: 4891.106445
	Iteration 15Q: 3 clusters Score -2310366 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -2310403.750000 Penalty: 4891.106445
	Iteration 16Q: 3 clusters Score -2310404 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -2310417.750000 Penalty: 4891.106445
	Iteration 17Q: 3 clusters Score -2310418 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -2310432.250000 Penalty: 4891.106445
	Iteration 18Q: 3 clusters Score -2310432 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -2310458.000000 Penalty: 4891.106445
	Iteration 19Q: 3 clusters Score -2310458 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -2310486.250000 Penalty: 4891.106445
	Iteration 20F: 3 clusters Score -2310486 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -2310509.250000 Penalty: 4891.106445
	Iteration 21Q: 3 clusters Score -2310509 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -2310541.500000 Penalty: 4891.106445
	Iteration 22Q: 3 clusters Score -2310542 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -2310581.750000 Penalty: 4891.106445
	Iteration 23Q: 3 clusters Score -2310582 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -2310614.000000 Penalty: 4891.106445
	Iteration 24Q: 3 clusters Score -2310614 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -2310651.250000 Penalty: 4891.106445
	Iteration 25Q: 3 clusters Score -2310651 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -2310719.500000 Penalty: 4891.106445
	Iteration 26Q: 3 clusters Score -2310720 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -2310771.500000 Penalty: 4891.106445
	Iteration 27Q: 3 clusters Score -2310772 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -2310809.750000 Penalty: 4891.106445
	Iteration 28Q: 3 clusters Score -2310810 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -2310832.750000 Penalty: 4891.106445
	Iteration 29Q: 3 clusters Score -2310833 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -2310860.750000 Penalty: 4891.106445
	Iteration 30Q: 3 clusters Score -2310861 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -2310863.500000 Penalty: 4891.106445
	Iteration 31Q: 3 clusters Score -2310864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -2310863.750000 Penalty: 4891.106445
	Iteration 32Q: 3 clusters Score -2310864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -2310865.250000 Penalty: 4891.106445
	Iteration 33Q: 3 clusters Score -2310865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -2310863.000000 Penalty: 4891.106445
	Iteration 34Q: 3 clusters Score -2310863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -2310865.500000 Penalty: 4891.106445
	Iteration 35Q: 3 clusters Score -2310866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -2310865.250000 Penalty: 4891.106445
	Iteration 36Q: 3 clusters Score -2310865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -2310867.500000 Penalty: 4891.106445
	Iteration 37Q: 3 clusters Score -2310868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -2310870.000000 Penalty: 4891.106445
	Iteration 38Q: 3 clusters Score -2310870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -2310866.500000 Penalty: 4891.106445
	Iteration 39Q: 3 clusters Score -2310866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -2310863.750000 Penalty: 4891.106445
	Iteration 40F: 3 clusters Score -2310864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -43601.976562 Penalty: 1514.541626
	Iteration 0F: 2 clusters Score -43601.98 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 222 members 
Entering Unmasked Estep 
Score: -42204.316406 Penalty: 3029.083252
	Iteration 0F: 3 clusters Score -42204.32 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -42467.664062 Penalty: 3029.083252
	Iteration 1F: 3 clusters Score -42467.66 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -42659.691406 Penalty: 3029.083252
	Iteration 2F: 3 clusters Score -42659.69 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -42861.710938 Penalty: 3029.083252
	Iteration 3Q: 3 clusters Score -42861.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -42920.726562 Penalty: 3029.083252
	Iteration 4Q: 3 clusters Score -42920.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -42972.207031 Penalty: 3029.083252
	Iteration 5Q: 3 clusters Score -42972.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -43022.265625 Penalty: 3029.083252
	Iteration 6Q: 3 clusters Score -43022.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -43054.410156 Penalty: 3029.083252
	Iteration 7Q: 3 clusters Score -43054.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -43073.675781 Penalty: 3029.083252
	Iteration 8Q: 3 clusters Score -43073.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -43090.550781 Penalty: 3029.083252
	Iteration 9Q: 3 clusters Score -43090.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -43101.171875 Penalty: 3029.083252
	Iteration 10Q: 3 clusters Score -43101.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -43107.558594 Penalty: 3029.083252
	Iteration 11Q: 3 clusters Score -43107.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -43122.699219 Penalty: 3029.083252
	Iteration 12Q: 3 clusters Score -43122.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -43145.308594 Penalty: 3029.083252
	Iteration 13Q: 3 clusters Score -43145.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -43163.242188 Penalty: 3029.083252
	Iteration 14Q: 3 clusters Score -43163.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -43185.671875 Penalty: 3029.083252
	Iteration 15Q: 3 clusters Score -43185.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -43207.203125 Penalty: 3029.083252
	Iteration 16Q: 3 clusters Score -43207.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -43276.582031 Penalty: 3029.083252
	Iteration 17Q: 3 clusters Score -43276.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -43302.218750 Penalty: 3029.083252
	Iteration 18Q: 3 clusters Score -43302.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -43329.421875 Penalty: 3029.083252
	Iteration 19Q: 3 clusters Score -43329.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -43332.476562 Penalty: 3029.083252
	Iteration 20F: 3 clusters Score -43332.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Entering Unmasked Estep 
Score: -359764.593750 Penalty: 1998.622070
	Iteration 0F: 2 clusters Score -359764.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -356382.562500 Penalty: 3997.244141
	Iteration 0F: 3 clusters Score -356382.6 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -357146.468750 Penalty: 3997.244141
	Iteration 1F: 3 clusters Score -357146.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -357405.781250 Penalty: 3997.244141
	Iteration 2F: 3 clusters Score -357405.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -357648.906250 Penalty: 3997.244141
	Iteration 3F: 3 clusters Score -357648.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -357890.875000 Penalty: 3997.244141
	Iteration 4F: 3 clusters Score -357890.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -358185.343750 Penalty: 3997.244141
	Iteration 5F: 3 clusters Score -358185.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -358446.031250 Penalty: 3997.244141
	Iteration 6F: 3 clusters Score -358446 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -358673.468750 Penalty: 3997.244141
	Iteration 7Q: 3 clusters Score -358673.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -358835.531250 Penalty: 3997.244141
	Iteration 8Q: 3 clusters Score -358835.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -358914.468750 Penalty: 3997.244141
	Iteration 9Q: 3 clusters Score -358914.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -358952.593750 Penalty: 3997.244141
	Iteration 10Q: 3 clusters Score -358952.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -358966.937500 Penalty: 3997.244141
	Iteration 11Q: 3 clusters Score -358966.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -358975.281250 Penalty: 3997.244141
	Iteration 12Q: 3 clusters Score -358975.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -358978.375000 Penalty: 3997.244141
	Iteration 13Q: 3 clusters Score -358978.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -358983.781250 Penalty: 3997.244141
	Iteration 14Q: 3 clusters Score -358983.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -358985.156250 Penalty: 3997.244141
	Iteration 15Q: 3 clusters Score -358985.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -358988.125000 Penalty: 3997.244141
	Iteration 16Q: 3 clusters Score -358988.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -358988.781250 Penalty: 3997.244141
	Iteration 17Q: 3 clusters Score -358988.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -358989.906250 Penalty: 3997.244141
	Iteration 18Q: 3 clusters Score -358989.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -358991.906250 Penalty: 3997.244141
	Iteration 19Q: 3 clusters Score -358991.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -358993.625000 Penalty: 3997.244141
	Iteration 20F: 3 clusters Score -358993.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -358994.687500 Penalty: 3997.244141
	Iteration 21Q: 3 clusters Score -358994.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -358995.250000 Penalty: 3997.244141
	Iteration 22Q: 3 clusters Score -358995.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -358995.406250 Penalty: 3997.244141
	Iteration 23Q: 3 clusters Score -358995.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -358995.250000 Penalty: 3997.244141
	Iteration 24Q: 3 clusters Score -358995.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -358995.250000 Penalty: 3997.244141
	Iteration 25F: 3 clusters Score -358995.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (101774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101774 members 
Entering Unmasked Estep 
Score: -12482544.000000 Penalty: 2859.566406
	Iteration 0F: 2 clusters Score -1.248254e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50933 members 
Mstep: Class 2 contains 50841 members 
Entering Unmasked Estep 
Score: -12414423.000000 Penalty: 5719.132812
	Iteration 0F: 3 clusters Score -1.241442e+07 nChanged 48152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51627 members 
Mstep: Class 2 contains 50147 members 
Entering Unmasked Estep 
Score: -12441853.000000 Penalty: 5719.132812
	Iteration 1F: 3 clusters Score -1.244185e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52136 members 
Mstep: Class 2 contains 49638 members 
Entering Unmasked Estep 
Score: -12442735.000000 Penalty: 5719.132812
	Iteration 2Q: 3 clusters Score -1.244274e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52768 members 
Mstep: Class 2 contains 49006 members 
Entering Unmasked Estep 
Score: -12443806.000000 Penalty: 5719.132812
	Iteration 3Q: 3 clusters Score -1.244381e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53557 members 
Mstep: Class 2 contains 48217 members 
Entering Unmasked Estep 
Score: -12445183.000000 Penalty: 5719.132812
	Iteration 4Q: 3 clusters Score -1.244518e+07 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54622 members 
Mstep: Class 2 contains 47152 members 
Entering Unmasked Estep 
Score: -12446852.000000 Penalty: 5719.132812
	Iteration 5Q: 3 clusters Score -1.244685e+07 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56230 members 
Mstep: Class 2 contains 45544 members 
Entering Unmasked Estep 
Score: -12449008.000000 Penalty: 5719.132812
	Iteration 6Q: 3 clusters Score -1.244901e+07 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58426 members 
Mstep: Class 2 contains 43348 members 
Entering Unmasked Estep 
Score: -12451606.000000 Penalty: 5719.132812
	Iteration 7F: 3 clusters Score -1.245161e+07 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61484 members 
Mstep: Class 2 contains 40290 members 
Entering Unmasked Estep 
Score: -12454413.000000 Penalty: 5719.132812
	Iteration 8F: 3 clusters Score -1.245441e+07 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65400 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -12457730.000000 Penalty: 5719.132812
	Iteration 9F: 3 clusters Score -1.245773e+07 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70041 members 
Mstep: Class 2 contains 31733 members 
Entering Unmasked Estep 
Score: -12461461.000000 Penalty: 5719.132812
	Iteration 10F: 3 clusters Score -1.246146e+07 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74711 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -12465146.000000 Penalty: 5719.132812
	Iteration 11F: 3 clusters Score -1.246515e+07 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79046 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -12468311.000000 Penalty: 5719.132812
	Iteration 12Q: 3 clusters Score -1.246831e+07 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82822 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -12470829.000000 Penalty: 5719.132812
	Iteration 13Q: 3 clusters Score -1.247083e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86088 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -12473107.000000 Penalty: 5719.132812
	Iteration 14Q: 3 clusters Score -1.247311e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88811 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -12475082.000000 Penalty: 5719.132812
	Iteration 15Q: 3 clusters Score -1.247508e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90929 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -12476646.000000 Penalty: 5719.132812
	Iteration 16Q: 3 clusters Score -1.247665e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92547 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -12477807.000000 Penalty: 5719.132812
	Iteration 17Q: 3 clusters Score -1.247781e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93734 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -12478635.000000 Penalty: 5719.132812
	Iteration 18Q: 3 clusters Score -1.247864e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94641 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -12479211.000000 Penalty: 5719.132812
	Iteration 19Q: 3 clusters Score -1.247921e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95347 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -12479597.000000 Penalty: 5719.132812
	Iteration 20F: 3 clusters Score -1.24796e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95929 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -12479827.000000 Penalty: 5719.132812
	Iteration 21Q: 3 clusters Score -1.247983e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96397 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -12479993.000000 Penalty: 5719.132812
	Iteration 22Q: 3 clusters Score -1.247999e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96748 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -12480102.000000 Penalty: 5719.132812
	Iteration 23Q: 3 clusters Score -1.24801e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97050 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -12480202.000000 Penalty: 5719.132812
	Iteration 24Q: 3 clusters Score -1.24802e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97316 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -12480252.000000 Penalty: 5719.132812
	Iteration 25Q: 3 clusters Score -1.248025e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97552 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -12480302.000000 Penalty: 5719.132812
	Iteration 26Q: 3 clusters Score -1.24803e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97737 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -12480385.000000 Penalty: 5719.132812
	Iteration 27Q: 3 clusters Score -1.248038e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97889 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -12480421.000000 Penalty: 5719.132812
	Iteration 28Q: 3 clusters Score -1.248042e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98046 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -12480488.000000 Penalty: 5719.132812
	Iteration 29Q: 3 clusters Score -1.248049e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98160 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -12480522.000000 Penalty: 5719.132812
	Iteration 30Q: 3 clusters Score -1.248052e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98280 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -12480543.000000 Penalty: 5719.132812
	Iteration 31Q: 3 clusters Score -1.248054e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98377 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -12480561.000000 Penalty: 5719.132812
	Iteration 32Q: 3 clusters Score -1.248056e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98469 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -12480581.000000 Penalty: 5719.132812
	Iteration 33Q: 3 clusters Score -1.248058e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98555 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -12480599.000000 Penalty: 5719.132812
	Iteration 34Q: 3 clusters Score -1.24806e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98625 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -12480622.000000 Penalty: 5719.132812
	Iteration 35Q: 3 clusters Score -1.248062e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98680 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -12480634.000000 Penalty: 5719.132812
	Iteration 36Q: 3 clusters Score -1.248063e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98726 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -12480613.000000 Penalty: 5719.132812
	Iteration 37Q: 3 clusters Score -1.248061e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98763 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -12480642.000000 Penalty: 5719.132812
	Iteration 38Q: 3 clusters Score -1.248064e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98802 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -12480641.000000 Penalty: 5719.132812
	Iteration 39Q: 3 clusters Score -1.248064e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98835 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -12480641.000000 Penalty: 5719.132812
	Iteration 40F: 3 clusters Score -1.248064e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98861 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -12480649.000000 Penalty: 5719.132812
	Iteration 41Q: 3 clusters Score -1.248065e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98889 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -12480649.000000 Penalty: 5719.132812
	Iteration 42Q: 3 clusters Score -1.248065e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98910 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -12480666.000000 Penalty: 5719.132812
	Iteration 43Q: 3 clusters Score -1.248067e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98934 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -12480675.000000 Penalty: 5719.132812
	Iteration 44Q: 3 clusters Score -1.248068e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98962 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -12480687.000000 Penalty: 5719.132812
	Iteration 45Q: 3 clusters Score -1.248069e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98983 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -12480689.000000 Penalty: 5719.132812
	Iteration 46Q: 3 clusters Score -1.248069e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99005 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -12480679.000000 Penalty: 5719.132812
	Iteration 47Q: 3 clusters Score -1.248068e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99024 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -12480672.000000 Penalty: 5719.132812
	Iteration 48Q: 3 clusters Score -1.248067e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99046 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -12480677.000000 Penalty: 5719.132812
	Iteration 49Q: 3 clusters Score -1.248068e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99066 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -12480696.000000 Penalty: 5719.132812
	Iteration 50Q: 3 clusters Score -1.24807e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99084 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -12480706.000000 Penalty: 5719.132812
	Iteration 51Q: 3 clusters Score -1.248071e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99103 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -12480716.000000 Penalty: 5719.132812
	Iteration 52Q: 3 clusters Score -1.248072e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99124 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -12480708.000000 Penalty: 5719.132812
	Iteration 53Q: 3 clusters Score -1.248071e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99157 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -12480711.000000 Penalty: 5719.132812
	Iteration 54Q: 3 clusters Score -1.248071e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99178 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -12480721.000000 Penalty: 5719.132812
	Iteration 55Q: 3 clusters Score -1.248072e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99190 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -12480719.000000 Penalty: 5719.132812
	Iteration 56Q: 3 clusters Score -1.248072e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99202 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -12480719.000000 Penalty: 5719.132812
	Iteration 57Q: 3 clusters Score -1.248072e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99213 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -12480724.000000 Penalty: 5719.132812
	Iteration 58Q: 3 clusters Score -1.248072e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99228 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -12480717.000000 Penalty: 5719.132812
	Iteration 59Q: 3 clusters Score -1.248072e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99247 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -12480714.000000 Penalty: 5719.132812
	Iteration 60F: 3 clusters Score -1.248071e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99258 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -12480729.000000 Penalty: 5719.132812
	Iteration 61Q: 3 clusters Score -1.248073e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99268 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -12480721.000000 Penalty: 5719.132812
	Iteration 62Q: 3 clusters Score -1.248072e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99280 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -12480715.000000 Penalty: 5719.132812
	Iteration 63Q: 3 clusters Score -1.248072e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99287 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -12480712.000000 Penalty: 5719.132812
	Iteration 64Q: 3 clusters Score -1.248071e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99293 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -12480717.000000 Penalty: 5719.132812
	Iteration 65Q: 3 clusters Score -1.248072e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99299 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -12480715.000000 Penalty: 5719.132812
	Iteration 66Q: 3 clusters Score -1.248072e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99305 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -12480717.000000 Penalty: 5719.132812
	Iteration 67Q: 3 clusters Score -1.248072e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99309 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -12480713.000000 Penalty: 5719.132812
	Iteration 68Q: 3 clusters Score -1.248071e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99317 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -12480725.000000 Penalty: 5719.132812
	Iteration 69Q: 3 clusters Score -1.248072e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99325 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -12480721.000000 Penalty: 5719.132812
	Iteration 70Q: 3 clusters Score -1.248072e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99331 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -12480716.000000 Penalty: 5719.132812
	Iteration 71Q: 3 clusters Score -1.248072e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99340 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -12480717.000000 Penalty: 5719.132812
	Iteration 72Q: 3 clusters Score -1.248072e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99345 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -12480716.000000 Penalty: 5719.132812
	Iteration 73Q: 3 clusters Score -1.248072e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99352 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -12480721.000000 Penalty: 5719.132812
	Iteration 74Q: 3 clusters Score -1.248072e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99361 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -12480728.000000 Penalty: 5719.132812
	Iteration 75Q: 3 clusters Score -1.248073e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99368 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -12480728.000000 Penalty: 5719.132812
	Iteration 76Q: 3 clusters Score -1.248073e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99372 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -12480719.000000 Penalty: 5719.132812
	Iteration 77Q: 3 clusters Score -1.248072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99375 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -12480722.000000 Penalty: 5719.132812
	Iteration 78Q: 3 clusters Score -1.248072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99378 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -12480724.000000 Penalty: 5719.132812
	Iteration 79Q: 3 clusters Score -1.248072e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99379 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -12480722.000000 Penalty: 5719.132812
	Iteration 80F: 3 clusters Score -1.248072e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99381 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -12480730.000000 Penalty: 5719.132812
	Iteration 81Q: 3 clusters Score -1.248073e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99383 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -12480722.000000 Penalty: 5719.132812
	Iteration 82Q: 3 clusters Score -1.248072e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99383 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -12480722.000000 Penalty: 5719.132812
	Iteration 83F: 3 clusters Score -1.248072e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (189785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189785 members 
Entering Unmasked Estep 
Score: -22638550.000000 Penalty: 3014.104492
	Iteration 0F: 2 clusters Score -2.263855e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95049 members 
Mstep: Class 2 contains 94736 members 
Entering Unmasked Estep 
Score: -22511658.000000 Penalty: 6028.208984
	Iteration 0F: 3 clusters Score -2.251166e+07 nChanged 90928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95559 members 
Mstep: Class 2 contains 94226 members 
Entering Unmasked Estep 
Score: -22564700.000000 Penalty: 6028.208984
	Iteration 1F: 3 clusters Score -2.25647e+07 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95570 members 
Mstep: Class 2 contains 94215 members 
Entering Unmasked Estep 
Score: -22565862.000000 Penalty: 6028.208984
	Iteration 2Q: 3 clusters Score -2.256586e+07 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95544 members 
Mstep: Class 2 contains 94241 members 
Entering Unmasked Estep 
Score: -22567670.000000 Penalty: 6028.208984
	Iteration 3Q: 3 clusters Score -2.256767e+07 nChanged 6885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95655 members 
Mstep: Class 2 contains 94130 members 
Entering Unmasked Estep 
Score: -22569748.000000 Penalty: 6028.208984
	Iteration 4Q: 3 clusters Score -2.256975e+07 nChanged 7753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96058 members 
Mstep: Class 2 contains 93727 members 
Entering Unmasked Estep 
Score: -22572352.000000 Penalty: 6028.208984
	Iteration 5Q: 3 clusters Score -2.257235e+07 nChanged 8389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96917 members 
Mstep: Class 2 contains 92868 members 
Entering Unmasked Estep 
Score: -22575600.000000 Penalty: 6028.208984
	Iteration 6Q: 3 clusters Score -2.25756e+07 nChanged 8413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98402 members 
Mstep: Class 2 contains 91383 members 
Entering Unmasked Estep 
Score: -22578940.000000 Penalty: 6028.208984
	Iteration 7Q: 3 clusters Score -2.257894e+07 nChanged 8503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100879 members 
Mstep: Class 2 contains 88906 members 
Entering Unmasked Estep 
Score: -22582180.000000 Penalty: 6028.208984
	Iteration 8Q: 3 clusters Score -2.258218e+07 nChanged 8214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104459 members 
Mstep: Class 2 contains 85326 members 
Entering Unmasked Estep 
Score: -22585484.000000 Penalty: 6028.208984
	Iteration 9Q: 3 clusters Score -2.258548e+07 nChanged 7755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109288 members 
Mstep: Class 2 contains 80497 members 
Entering Unmasked Estep 
Score: -22588344.000000 Penalty: 6028.208984
	Iteration 10Q: 3 clusters Score -2.258834e+07 nChanged 7777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115463 members 
Mstep: Class 2 contains 74322 members 
Entering Unmasked Estep 
Score: -22591916.000000 Penalty: 6028.208984
	Iteration 11Q: 3 clusters Score -2.259192e+07 nChanged 8321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123128 members 
Mstep: Class 2 contains 66657 members 
Entering Unmasked Estep 
Score: -22595826.000000 Penalty: 6028.208984
	Iteration 12Q: 3 clusters Score -2.259583e+07 nChanged 9209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132141 members 
Mstep: Class 2 contains 57644 members 
Entering Unmasked Estep 
Score: -22600500.000000 Penalty: 6028.208984
	Iteration 13Q: 3 clusters Score -2.26005e+07 nChanged 10166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142255 members 
Mstep: Class 2 contains 47530 members 
Entering Unmasked Estep 
Score: -22606258.000000 Penalty: 6028.208984
	Iteration 14F: 3 clusters Score -2.260626e+07 nChanged 10731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152980 members 
Mstep: Class 2 contains 36805 members 
Entering Unmasked Estep 
Score: -22612830.000000 Penalty: 6028.208984
	Iteration 15F: 3 clusters Score -2.261283e+07 nChanged 10075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163055 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
Score: -22619546.000000 Penalty: 6028.208984
	Iteration 16F: 3 clusters Score -2.261955e+07 nChanged 8694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171749 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -22625180.000000 Penalty: 6028.208984
	Iteration 17Q: 3 clusters Score -2.262518e+07 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178336 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -22629538.000000 Penalty: 6028.208984
	Iteration 18Q: 3 clusters Score -2.262954e+07 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182704 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -22632242.000000 Penalty: 6028.208984
	Iteration 19Q: 3 clusters Score -2.263224e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185370 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -22633842.000000 Penalty: 6028.208984
	Iteration 20F: 3 clusters Score -2.263384e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186866 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -22634762.000000 Penalty: 6028.208984
	Iteration 21Q: 3 clusters Score -2.263476e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187650 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -22635248.000000 Penalty: 6028.208984
	Iteration 22Q: 3 clusters Score -2.263525e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188094 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -22635528.000000 Penalty: 6028.208984
	Iteration 23Q: 3 clusters Score -2.263553e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188349 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -22635692.000000 Penalty: 6028.208984
	Iteration 24Q: 3 clusters Score -2.263569e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188515 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -22635804.000000 Penalty: 6028.208984
	Iteration 25Q: 3 clusters Score -2.26358e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188621 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -22635884.000000 Penalty: 6028.208984
	Iteration 26Q: 3 clusters Score -2.263588e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188694 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -22635902.000000 Penalty: 6028.208984
	Iteration 27Q: 3 clusters Score -2.26359e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188756 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -22635962.000000 Penalty: 6028.208984
	Iteration 28Q: 3 clusters Score -2.263596e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188813 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -22635986.000000 Penalty: 6028.208984
	Iteration 29Q: 3 clusters Score -2.263599e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188842 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -22636016.000000 Penalty: 6028.208984
	Iteration 30Q: 3 clusters Score -2.263602e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188866 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -22636022.000000 Penalty: 6028.208984
	Iteration 31Q: 3 clusters Score -2.263602e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188884 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -22636046.000000 Penalty: 6028.208984
	Iteration 32Q: 3 clusters Score -2.263605e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188903 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -22636050.000000 Penalty: 6028.208984
	Iteration 33Q: 3 clusters Score -2.263605e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188911 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -22636066.000000 Penalty: 6028.208984
	Iteration 34Q: 3 clusters Score -2.263607e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188921 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -22636070.000000 Penalty: 6028.208984
	Iteration 35Q: 3 clusters Score -2.263607e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188927 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -22636090.000000 Penalty: 6028.208984
	Iteration 36Q: 3 clusters Score -2.263609e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188933 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -22636088.000000 Penalty: 6028.208984
	Iteration 37Q: 3 clusters Score -2.263609e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188936 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -22636078.000000 Penalty: 6028.208984
	Iteration 38Q: 3 clusters Score -2.263608e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188937 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -22636080.000000 Penalty: 6028.208984
	Iteration 39Q: 3 clusters Score -2.263608e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188939 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -22636096.000000 Penalty: 6028.208984
	Iteration 40F: 3 clusters Score -2.26361e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188940 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -22636088.000000 Penalty: 6028.208984
	Iteration 41Q: 3 clusters Score -2.263609e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188947 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -22636092.000000 Penalty: 6028.208984
	Iteration 42Q: 3 clusters Score -2.263609e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188960 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -22636104.000000 Penalty: 6028.208984
	Iteration 43Q: 3 clusters Score -2.26361e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188966 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -22636114.000000 Penalty: 6028.208984
	Iteration 44Q: 3 clusters Score -2.263611e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188973 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -22636120.000000 Penalty: 6028.208984
	Iteration 45Q: 3 clusters Score -2.263612e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188978 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -22636132.000000 Penalty: 6028.208984
	Iteration 46Q: 3 clusters Score -2.263613e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188979 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -22636116.000000 Penalty: 6028.208984
	Iteration 47Q: 3 clusters Score -2.263612e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188981 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -22636112.000000 Penalty: 6028.208984
	Iteration 48Q: 3 clusters Score -2.263611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188983 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -22636106.000000 Penalty: 6028.208984
	Iteration 49Q: 3 clusters Score -2.263611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188985 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -22636110.000000 Penalty: 6028.208984
	Iteration 50Q: 3 clusters Score -2.263611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188987 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -22636110.000000 Penalty: 6028.208984
	Iteration 51Q: 3 clusters Score -2.263611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188989 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -22636108.000000 Penalty: 6028.208984
	Iteration 52Q: 3 clusters Score -2.263611e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188990 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -22636106.000000 Penalty: 6028.208984
	Iteration 53Q: 3 clusters Score -2.263611e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188991 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -22636104.000000 Penalty: 6028.208984
	Iteration 54Q: 3 clusters Score -2.26361e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188994 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -22636116.000000 Penalty: 6028.208984
	Iteration 55Q: 3 clusters Score -2.263612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188997 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -22636098.000000 Penalty: 6028.208984
	Iteration 56Q: 3 clusters Score -2.26361e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188998 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -22636116.000000 Penalty: 6028.208984
	Iteration 57Q: 3 clusters Score -2.263612e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189002 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -22636130.000000 Penalty: 6028.208984
	Iteration 58Q: 3 clusters Score -2.263613e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189002 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -22636130.000000 Penalty: 6028.208984
	Iteration 59F: 3 clusters Score -2.263613e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Entering Unmasked Estep 
Score: -2004160.250000 Penalty: 2408.792236
	Iteration 0F: 2 clusters Score -2004160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1992331.375000 Penalty: 4817.584473
	Iteration 0F: 3 clusters Score -1992331 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1996157.500000 Penalty: 4817.584473
	Iteration 1F: 3 clusters Score -1996158 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1996545.250000 Penalty: 4817.584473
	Iteration 2F: 3 clusters Score -1996545 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1996845.250000 Penalty: 4817.584473
	Iteration 3Q: 3 clusters Score -1996845 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1997151.375000 Penalty: 4817.584473
	Iteration 4Q: 3 clusters Score -1997151 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1997449.625000 Penalty: 4817.584473
	Iteration 5Q: 3 clusters Score -1997450 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1997743.125000 Penalty: 4817.584473
	Iteration 6Q: 3 clusters Score -1997743 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1998070.750000 Penalty: 4817.584473
	Iteration 7Q: 3 clusters Score -1998071 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1998410.375000 Penalty: 4817.584473
	Iteration 8Q: 3 clusters Score -1998410 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1998734.875000 Penalty: 4817.584473
	Iteration 9Q: 3 clusters Score -1998735 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1999071.375000 Penalty: 4817.584473
	Iteration 10Q: 3 clusters Score -1999071 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1999430.375000 Penalty: 4817.584473
	Iteration 11Q: 3 clusters Score -1999430 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1999797.375000 Penalty: 4817.584473
	Iteration 12Q: 3 clusters Score -1999797 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -2000186.875000 Penalty: 4817.584473
	Iteration 13Q: 3 clusters Score -2000187 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -2000575.750000 Penalty: 4817.584473
	Iteration 14Q: 3 clusters Score -2000576 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -2000928.500000 Penalty: 4817.584473
	Iteration 15Q: 3 clusters Score -2000928 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -2001233.250000 Penalty: 4817.584473
	Iteration 16Q: 3 clusters Score -2001233 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -2001492.875000 Penalty: 4817.584473
	Iteration 17Q: 3 clusters Score -2001493 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -2001673.500000 Penalty: 4817.584473
	Iteration 18Q: 3 clusters Score -2001674 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -2001790.000000 Penalty: 4817.584473
	Iteration 19Q: 3 clusters Score -2001790 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -2001877.125000 Penalty: 4817.584473
	Iteration 20F: 3 clusters Score -2001877 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -2001943.750000 Penalty: 4817.584473
	Iteration 21Q: 3 clusters Score -2001944 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -2001994.750000 Penalty: 4817.584473
	Iteration 22Q: 3 clusters Score -2001995 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -2002031.500000 Penalty: 4817.584473
	Iteration 23Q: 3 clusters Score -2002032 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -2002062.750000 Penalty: 4817.584473
	Iteration 24Q: 3 clusters Score -2002063 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -2002083.750000 Penalty: 4817.584473
	Iteration 25Q: 3 clusters Score -2002084 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -2002107.250000 Penalty: 4817.584473
	Iteration 26Q: 3 clusters Score -2002107 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -2002126.250000 Penalty: 4817.584473
	Iteration 27Q: 3 clusters Score -2002126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -2002134.500000 Penalty: 4817.584473
	Iteration 28Q: 3 clusters Score -2002134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -2002146.000000 Penalty: 4817.584473
	Iteration 29Q: 3 clusters Score -2002146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -2002159.125000 Penalty: 4817.584473
	Iteration 30Q: 3 clusters Score -2002159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -2002166.375000 Penalty: 4817.584473
	Iteration 31Q: 3 clusters Score -2002166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -2002169.000000 Penalty: 4817.584473
	Iteration 32Q: 3 clusters Score -2002169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -2002171.625000 Penalty: 4817.584473
	Iteration 33Q: 3 clusters Score -2002172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -2002177.375000 Penalty: 4817.584473
	Iteration 34Q: 3 clusters Score -2002177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -2002181.500000 Penalty: 4817.584473
	Iteration 35Q: 3 clusters Score -2002182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -2002188.875000 Penalty: 4817.584473
	Iteration 36Q: 3 clusters Score -2002189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -2002195.125000 Penalty: 4817.584473
	Iteration 37Q: 3 clusters Score -2002195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -2002201.750000 Penalty: 4817.584473
	Iteration 38Q: 3 clusters Score -2002202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -2002204.750000 Penalty: 4817.584473
	Iteration 39Q: 3 clusters Score -2002205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -2002206.875000 Penalty: 4817.584473
	Iteration 40F: 3 clusters Score -2002207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -2002210.625000 Penalty: 4817.584473
	Iteration 41Q: 3 clusters Score -2002211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -2002216.875000 Penalty: 4817.584473
	Iteration 42Q: 3 clusters Score -2002217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -2002219.875000 Penalty: 4817.584473
	Iteration 43Q: 3 clusters Score -2002220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -2002221.000000 Penalty: 4817.584473
	Iteration 44Q: 3 clusters Score -2002221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -2002222.875000 Penalty: 4817.584473
	Iteration 45Q: 3 clusters Score -2002223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -2002221.750000 Penalty: 4817.584473
	Iteration 46Q: 3 clusters Score -2002222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -2002222.875000 Penalty: 4817.584473
	Iteration 47Q: 3 clusters Score -2002223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -2002222.875000 Penalty: 4817.584473
	Iteration 48F: 3 clusters Score -2002223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (83590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83590 members 
Entering Unmasked Estep 
Score: -10209649.000000 Penalty: 2810.752441
	Iteration 0F: 2 clusters Score -1.020965e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41716 members 
Mstep: Class 2 contains 41874 members 
Entering Unmasked Estep 
Score: -10153417.000000 Penalty: 5621.504883
	Iteration 0F: 3 clusters Score -1.015342e+07 nChanged 39328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40866 members 
Mstep: Class 2 contains 42724 members 
Entering Unmasked Estep 
Score: -10175684.000000 Penalty: 5621.504883
	Iteration 1F: 3 clusters Score -1.017568e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40284 members 
Mstep: Class 2 contains 43306 members 
Entering Unmasked Estep 
Score: -10176345.000000 Penalty: 5621.504883
	Iteration 2Q: 3 clusters Score -1.017634e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39450 members 
Mstep: Class 2 contains 44140 members 
Entering Unmasked Estep 
Score: -10176854.000000 Penalty: 5621.504883
	Iteration 3Q: 3 clusters Score -1.017685e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38309 members 
Mstep: Class 2 contains 45281 members 
Entering Unmasked Estep 
Score: -10177542.000000 Penalty: 5621.504883
	Iteration 4Q: 3 clusters Score -1.017754e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36681 members 
Mstep: Class 2 contains 46909 members 
Entering Unmasked Estep 
Score: -10178350.000000 Penalty: 5621.504883
	Iteration 5Q: 3 clusters Score -1.017835e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34281 members 
Mstep: Class 2 contains 49309 members 
Entering Unmasked Estep 
Score: -10179431.000000 Penalty: 5621.504883
	Iteration 6Q: 3 clusters Score -1.017943e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30784 members 
Mstep: Class 2 contains 52806 members 
Entering Unmasked Estep 
Score: -10181234.000000 Penalty: 5621.504883
	Iteration 7Q: 3 clusters Score -1.018123e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 57622 members 
Entering Unmasked Estep 
Score: -10184176.000000 Penalty: 5621.504883
	Iteration 8F: 3 clusters Score -1.018418e+07 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 63867 members 
Entering Unmasked Estep 
Score: -10188818.000000 Penalty: 5621.504883
	Iteration 9F: 3 clusters Score -1.018882e+07 nChanged 7145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 71004 members 
Entering Unmasked Estep 
Score: -10195199.000000 Penalty: 5621.504883
	Iteration 10F: 3 clusters Score -1.01952e+07 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 77256 members 
Entering Unmasked Estep 
Score: -10201430.000000 Penalty: 5621.504883
	Iteration 11F: 3 clusters Score -1.020143e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 81046 members 
Entering Unmasked Estep 
Score: -10205032.000000 Penalty: 5621.504883
	Iteration 12Q: 3 clusters Score -1.020503e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 82603 members 
Entering Unmasked Estep 
Score: -10206441.000000 Penalty: 5621.504883
	Iteration 13Q: 3 clusters Score -1.020644e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 83083 members 
Entering Unmasked Estep 
Score: -10206839.000000 Penalty: 5621.504883
	Iteration 14Q: 3 clusters Score -1.020684e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 83213 members 
Entering Unmasked Estep 
Score: -10206980.000000 Penalty: 5621.504883
	Iteration 15Q: 3 clusters Score -1.020698e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 83262 members 
Entering Unmasked Estep 
Score: -10207066.000000 Penalty: 5621.504883
	Iteration 16Q: 3 clusters Score -1.020707e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 83283 members 
Entering Unmasked Estep 
Score: -10207101.000000 Penalty: 5621.504883
	Iteration 17Q: 3 clusters Score -1.02071e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 83303 members 
Entering Unmasked Estep 
Score: -10207140.000000 Penalty: 5621.504883
	Iteration 18Q: 3 clusters Score -1.020714e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 83314 members 
Entering Unmasked Estep 
Score: -10207160.000000 Penalty: 5621.504883
	Iteration 19Q: 3 clusters Score -1.020716e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 83319 members 
Entering Unmasked Estep 
Score: -10207176.000000 Penalty: 5621.504883
	Iteration 20F: 3 clusters Score -1.020718e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 83325 members 
Entering Unmasked Estep 
Score: -10207182.000000 Penalty: 5621.504883
	Iteration 21Q: 3 clusters Score -1.020718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 83326 members 
Entering Unmasked Estep 
Score: -10207190.000000 Penalty: 5621.504883
	Iteration 22Q: 3 clusters Score -1.020719e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 83328 members 
Entering Unmasked Estep 
Score: -10207190.000000 Penalty: 5621.504883
	Iteration 23Q: 3 clusters Score -1.020719e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 83330 members 
Entering Unmasked Estep 
Score: -10207198.000000 Penalty: 5621.504883
	Iteration 24Q: 3 clusters Score -1.02072e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 83334 members 
Entering Unmasked Estep 
Score: -10207203.000000 Penalty: 5621.504883
	Iteration 25Q: 3 clusters Score -1.02072e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 83338 members 
Entering Unmasked Estep 
Score: -10207212.000000 Penalty: 5621.504883
	Iteration 26Q: 3 clusters Score -1.020721e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 83339 members 
Entering Unmasked Estep 
Score: -10207210.000000 Penalty: 5621.504883
	Iteration 27Q: 3 clusters Score -1.020721e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 83340 members 
Entering Unmasked Estep 
Score: -10207215.000000 Penalty: 5621.504883
	Iteration 28Q: 3 clusters Score -1.020722e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 83340 members 
Entering Unmasked Estep 
Score: -10207215.000000 Penalty: 5621.504883
	Iteration 29F: 3 clusters Score -1.020722e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (25361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Entering Unmasked Estep 
Score: -3042053.000000 Penalty: 2514.960205
	Iteration 0F: 2 clusters Score -3042053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -3024381.500000 Penalty: 5029.920410
	Iteration 0F: 3 clusters Score -3024382 nChanged 11468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -3031120.500000 Penalty: 5029.920410
	Iteration 1F: 3 clusters Score -3031120 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -3032088.500000 Penalty: 5029.920410
	Iteration 2F: 3 clusters Score -3032088 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -3033102.250000 Penalty: 5029.920410
	Iteration 3F: 3 clusters Score -3033102 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -3034242.250000 Penalty: 5029.920410
	Iteration 4F: 3 clusters Score -3034242 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -3035631.750000 Penalty: 5029.920410
	Iteration 5F: 3 clusters Score -3035632 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -3037216.250000 Penalty: 5029.920410
	Iteration 6F: 3 clusters Score -3037216 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -3038618.750000 Penalty: 5029.920410
	Iteration 7F: 3 clusters Score -3038619 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -3039497.500000 Penalty: 5029.920410
	Iteration 8Q: 3 clusters Score -3039498 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -3039988.250000 Penalty: 5029.920410
	Iteration 9Q: 3 clusters Score -3039988 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -3040254.000000 Penalty: 5029.920410
	Iteration 10Q: 3 clusters Score -3040254 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -3040416.500000 Penalty: 5029.920410
	Iteration 11Q: 3 clusters Score -3040416 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -3040535.500000 Penalty: 5029.920410
	Iteration 12Q: 3 clusters Score -3040536 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -3040622.250000 Penalty: 5029.920410
	Iteration 13Q: 3 clusters Score -3040622 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -3040673.250000 Penalty: 5029.920410
	Iteration 14Q: 3 clusters Score -3040673 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -3040729.250000 Penalty: 5029.920410
	Iteration 15Q: 3 clusters Score -3040729 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -3040778.750000 Penalty: 5029.920410
	Iteration 16Q: 3 clusters Score -3040779 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -3040819.750000 Penalty: 5029.920410
	Iteration 17Q: 3 clusters Score -3040820 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -3040861.250000 Penalty: 5029.920410
	Iteration 18Q: 3 clusters Score -3040861 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -3040889.750000 Penalty: 5029.920410
	Iteration 19Q: 3 clusters Score -3040890 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -3040911.000000 Penalty: 5029.920410
	Iteration 20F: 3 clusters Score -3040911 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -3040935.500000 Penalty: 5029.920410
	Iteration 21Q: 3 clusters Score -3040936 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -3040962.500000 Penalty: 5029.920410
	Iteration 22Q: 3 clusters Score -3040962 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -3040980.500000 Penalty: 5029.920410
	Iteration 23Q: 3 clusters Score -3040980 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -3040973.500000 Penalty: 5029.920410
	Iteration 24Q: 3 clusters Score -3040974 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -3040985.750000 Penalty: 5029.920410
	Iteration 25Q: 3 clusters Score -3040986 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -3041004.500000 Penalty: 5029.920410
	Iteration 26Q: 3 clusters Score -3041004 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -3041012.500000 Penalty: 5029.920410
	Iteration 27Q: 3 clusters Score -3041012 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -3041011.250000 Penalty: 5029.920410
	Iteration 28Q: 3 clusters Score -3041011 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -3041030.250000 Penalty: 5029.920410
	Iteration 29Q: 3 clusters Score -3041030 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -3041039.000000 Penalty: 5029.920410
	Iteration 30Q: 3 clusters Score -3041039 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -3041062.000000 Penalty: 5029.920410
	Iteration 31Q: 3 clusters Score -3041062 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -3041075.750000 Penalty: 5029.920410
	Iteration 32Q: 3 clusters Score -3041076 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -3041074.000000 Penalty: 5029.920410
	Iteration 33Q: 3 clusters Score -3041074 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -3041091.000000 Penalty: 5029.920410
	Iteration 34Q: 3 clusters Score -3041091 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -3041102.500000 Penalty: 5029.920410
	Iteration 35Q: 3 clusters Score -3041102 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -3041107.250000 Penalty: 5029.920410
	Iteration 36Q: 3 clusters Score -3041107 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -3041117.750000 Penalty: 5029.920410
	Iteration 37Q: 3 clusters Score -3041118 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -3041118.500000 Penalty: 5029.920410
	Iteration 38Q: 3 clusters Score -3041118 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -3041119.250000 Penalty: 5029.920410
	Iteration 39Q: 3 clusters Score -3041119 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -3041111.000000 Penalty: 5029.920410
	Iteration 40F: 3 clusters Score -3041111 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -3041119.250000 Penalty: 5029.920410
	Iteration 41Q: 3 clusters Score -3041119 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -3041123.500000 Penalty: 5029.920410
	Iteration 42Q: 3 clusters Score -3041124 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -3041122.500000 Penalty: 5029.920410
	Iteration 43Q: 3 clusters Score -3041122 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -3041125.250000 Penalty: 5029.920410
	Iteration 44Q: 3 clusters Score -3041125 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -3041129.500000 Penalty: 5029.920410
	Iteration 45Q: 3 clusters Score -3041130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -3041127.250000 Penalty: 5029.920410
	Iteration 46Q: 3 clusters Score -3041127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -3041129.250000 Penalty: 5029.920410
	Iteration 47Q: 3 clusters Score -3041129 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -3041131.250000 Penalty: 5029.920410
	Iteration 48Q: 3 clusters Score -3041131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -3041139.750000 Penalty: 5029.920410
	Iteration 49Q: 3 clusters Score -3041140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -3041136.250000 Penalty: 5029.920410
	Iteration 50Q: 3 clusters Score -3041136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -3041138.500000 Penalty: 5029.920410
	Iteration 51Q: 3 clusters Score -3041138 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -3041143.250000 Penalty: 5029.920410
	Iteration 52Q: 3 clusters Score -3041143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -3041139.000000 Penalty: 5029.920410
	Iteration 53Q: 3 clusters Score -3041139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -3041136.750000 Penalty: 5029.920410
	Iteration 54Q: 3 clusters Score -3041137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -3041139.500000 Penalty: 5029.920410
	Iteration 55Q: 3 clusters Score -3041140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -3041142.250000 Penalty: 5029.920410
	Iteration 56Q: 3 clusters Score -3041142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -3041141.000000 Penalty: 5029.920410
	Iteration 57Q: 3 clusters Score -3041141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -3041149.000000 Penalty: 5029.920410
	Iteration 58Q: 3 clusters Score -3041149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -3041150.750000 Penalty: 5029.920410
	Iteration 59Q: 3 clusters Score -3041151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -3041149.250000 Penalty: 5029.920410
	Iteration 60F: 3 clusters Score -3041149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -3041150.250000 Penalty: 5029.920410
	Iteration 61Q: 3 clusters Score -3041150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -3041148.750000 Penalty: 5029.920410
	Iteration 62Q: 3 clusters Score -3041149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -3041147.500000 Penalty: 5029.920410
	Iteration 63Q: 3 clusters Score -3041148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -3041148.000000 Penalty: 5029.920410
	Iteration 64Q: 3 clusters Score -3041148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -3041148.000000 Penalty: 5029.920410
	Iteration 65F: 3 clusters Score -3041148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (99894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99894 members 
Entering Unmasked Estep 
Score: -12194324.000000 Penalty: 2854.942383
	Iteration 0F: 2 clusters Score -1.219432e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50049 members 
Mstep: Class 2 contains 49845 members 
Entering Unmasked Estep 
Score: -12127591.000000 Penalty: 5709.884766
	Iteration 0F: 3 clusters Score -1.212759e+07 nChanged 47283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51754 members 
Mstep: Class 2 contains 48140 members 
Entering Unmasked Estep 
Score: -12154364.000000 Penalty: 5709.884766
	Iteration 1F: 3 clusters Score -1.215436e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52769 members 
Mstep: Class 2 contains 47125 members 
Entering Unmasked Estep 
Score: -12155190.000000 Penalty: 5709.884766
	Iteration 2Q: 3 clusters Score -1.215519e+07 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54278 members 
Mstep: Class 2 contains 45616 members 
Entering Unmasked Estep 
Score: -12156052.000000 Penalty: 5709.884766
	Iteration 3Q: 3 clusters Score -1.215605e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56476 members 
Mstep: Class 2 contains 43418 members 
Entering Unmasked Estep 
Score: -12157166.000000 Penalty: 5709.884766
	Iteration 4Q: 3 clusters Score -1.215717e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59704 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -12158964.000000 Penalty: 5709.884766
	Iteration 5Q: 3 clusters Score -1.215896e+07 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64180 members 
Mstep: Class 2 contains 35714 members 
Entering Unmasked Estep 
Score: -12161632.000000 Penalty: 5709.884766
	Iteration 6F: 3 clusters Score -1.216163e+07 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70136 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -12165739.000000 Penalty: 5709.884766
	Iteration 7F: 3 clusters Score -1.216574e+07 nChanged 7303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77317 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -12171534.000000 Penalty: 5709.884766
	Iteration 8F: 3 clusters Score -1.217153e+07 nChanged 7635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84912 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -12178305.000000 Penalty: 5709.884766
	Iteration 9F: 3 clusters Score -1.21783e+07 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91456 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -12184470.000000 Penalty: 5709.884766
	Iteration 10F: 3 clusters Score -1.218447e+07 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95817 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -12188404.000000 Penalty: 5709.884766
	Iteration 11Q: 3 clusters Score -1.21884e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98085 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -12190331.000000 Penalty: 5709.884766
	Iteration 12Q: 3 clusters Score -1.219033e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99038 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -12191145.000000 Penalty: 5709.884766
	Iteration 13Q: 3 clusters Score -1.219114e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99401 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -12191468.000000 Penalty: 5709.884766
	Iteration 14Q: 3 clusters Score -1.219147e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99516 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -12191625.000000 Penalty: 5709.884766
	Iteration 15Q: 3 clusters Score -1.219162e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99555 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -12191698.000000 Penalty: 5709.884766
	Iteration 16Q: 3 clusters Score -1.21917e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99578 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -12191737.000000 Penalty: 5709.884766
	Iteration 17Q: 3 clusters Score -1.219174e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99596 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -12191750.000000 Penalty: 5709.884766
	Iteration 18Q: 3 clusters Score -1.219175e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99605 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -12191776.000000 Penalty: 5709.884766
	Iteration 19Q: 3 clusters Score -1.219178e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99611 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -12191804.000000 Penalty: 5709.884766
	Iteration 20F: 3 clusters Score -1.21918e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99617 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -12191804.000000 Penalty: 5709.884766
	Iteration 21Q: 3 clusters Score -1.21918e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99623 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -12191800.000000 Penalty: 5709.884766
	Iteration 22Q: 3 clusters Score -1.21918e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99627 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -12191814.000000 Penalty: 5709.884766
	Iteration 23Q: 3 clusters Score -1.219181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99630 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -12191820.000000 Penalty: 5709.884766
	Iteration 24Q: 3 clusters Score -1.219182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99633 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -12191826.000000 Penalty: 5709.884766
	Iteration 25Q: 3 clusters Score -1.219183e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99635 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -12191830.000000 Penalty: 5709.884766
	Iteration 26Q: 3 clusters Score -1.219183e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99636 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -12191836.000000 Penalty: 5709.884766
	Iteration 27Q: 3 clusters Score -1.219184e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99637 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -12191846.000000 Penalty: 5709.884766
	Iteration 28Q: 3 clusters Score -1.219185e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99639 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -12191847.000000 Penalty: 5709.884766
	Iteration 29Q: 3 clusters Score -1.219185e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99640 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -12191840.000000 Penalty: 5709.884766
	Iteration 30Q: 3 clusters Score -1.219184e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99640 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -12191840.000000 Penalty: 5709.884766
	Iteration 31F: 3 clusters Score -1.219184e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44247 members 
Entering Unmasked Estep 
Score: -5358917.000000 Penalty: 2652.990723
	Iteration 0F: 2 clusters Score -5358917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -5328984.000000 Penalty: 5305.981445
	Iteration 0F: 3 clusters Score -5328984 nChanged 20338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -5340157.500000 Penalty: 5305.981445
	Iteration 1F: 3 clusters Score -5340158 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -5340772.500000 Penalty: 5305.981445
	Iteration 2Q: 3 clusters Score -5340772 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -5341356.000000 Penalty: 5305.981445
	Iteration 3Q: 3 clusters Score -5341356 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -5342012.500000 Penalty: 5305.981445
	Iteration 4Q: 3 clusters Score -5342012 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -5342833.000000 Penalty: 5305.981445
	Iteration 5Q: 3 clusters Score -5342833 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -5343761.500000 Penalty: 5305.981445
	Iteration 6Q: 3 clusters Score -5343762 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -5344892.500000 Penalty: 5305.981445
	Iteration 7Q: 3 clusters Score -5344892 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -5346043.000000 Penalty: 5305.981445
	Iteration 8Q: 3 clusters Score -5346043 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -5347280.500000 Penalty: 5305.981445
	Iteration 9F: 3 clusters Score -5347280 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -5348468.000000 Penalty: 5305.981445
	Iteration 10Q: 3 clusters Score -5348468 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -5349534.000000 Penalty: 5305.981445
	Iteration 11Q: 3 clusters Score -5349534 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -5350393.500000 Penalty: 5305.981445
	Iteration 12Q: 3 clusters Score -5350394 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 31659 members 
Entering Unmasked Estep 
Score: -5351179.000000 Penalty: 5305.981445
	Iteration 13Q: 3 clusters Score -5351179 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 32686 members 
Entering Unmasked Estep 
Score: -5351859.000000 Penalty: 5305.981445
	Iteration 14Q: 3 clusters Score -5351859 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 33658 members 
Entering Unmasked Estep 
Score: -5352402.000000 Penalty: 5305.981445
	Iteration 15Q: 3 clusters Score -5352402 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 34559 members 
Entering Unmasked Estep 
Score: -5352869.500000 Penalty: 5305.981445
	Iteration 16Q: 3 clusters Score -5352870 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 35456 members 
Entering Unmasked Estep 
Score: -5353312.000000 Penalty: 5305.981445
	Iteration 17Q: 3 clusters Score -5353312 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
Score: -5353698.500000 Penalty: 5305.981445
	Iteration 18Q: 3 clusters Score -5353698 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 37070 members 
Entering Unmasked Estep 
Score: -5354032.500000 Penalty: 5305.981445
	Iteration 19Q: 3 clusters Score -5354032 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 37764 members 
Entering Unmasked Estep 
Score: -5354308.500000 Penalty: 5305.981445
	Iteration 20F: 3 clusters Score -5354308 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 38367 members 
Entering Unmasked Estep 
Score: -5354565.500000 Penalty: 5305.981445
	Iteration 21Q: 3 clusters Score -5354566 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 38975 members 
Entering Unmasked Estep 
Score: -5354845.000000 Penalty: 5305.981445
	Iteration 22Q: 3 clusters Score -5354845 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 39535 members 
Entering Unmasked Estep 
Score: -5355104.500000 Penalty: 5305.981445
	Iteration 23Q: 3 clusters Score -5355104 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 40026 members 
Entering Unmasked Estep 
Score: -5355341.500000 Penalty: 5305.981445
	Iteration 24Q: 3 clusters Score -5355342 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 40445 members 
Entering Unmasked Estep 
Score: -5355535.000000 Penalty: 5305.981445
	Iteration 25Q: 3 clusters Score -5355535 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -5355708.000000 Penalty: 5305.981445
	Iteration 26Q: 3 clusters Score -5355708 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 41158 members 
Entering Unmasked Estep 
Score: -5355865.500000 Penalty: 5305.981445
	Iteration 27Q: 3 clusters Score -5355866 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 41450 members 
Entering Unmasked Estep 
Score: -5356012.500000 Penalty: 5305.981445
	Iteration 28Q: 3 clusters Score -5356012 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 41701 members 
Entering Unmasked Estep 
Score: -5356158.000000 Penalty: 5305.981445
	Iteration 29Q: 3 clusters Score -5356158 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 41903 members 
Entering Unmasked Estep 
Score: -5356295.000000 Penalty: 5305.981445
	Iteration 30Q: 3 clusters Score -5356295 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 42079 members 
Entering Unmasked Estep 
Score: -5356444.500000 Penalty: 5305.981445
	Iteration 31Q: 3 clusters Score -5356444 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 42224 members 
Entering Unmasked Estep 
Score: -5356606.000000 Penalty: 5305.981445
	Iteration 32Q: 3 clusters Score -5356606 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 42313 members 
Entering Unmasked Estep 
Score: -5356748.500000 Penalty: 5305.981445
	Iteration 33Q: 3 clusters Score -5356748 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 42398 members 
Entering Unmasked Estep 
Score: -5356844.500000 Penalty: 5305.981445
	Iteration 34Q: 3 clusters Score -5356844 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 42459 members 
Entering Unmasked Estep 
Score: -5356897.000000 Penalty: 5305.981445
	Iteration 35Q: 3 clusters Score -5356897 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 42498 members 
Entering Unmasked Estep 
Score: -5356930.000000 Penalty: 5305.981445
	Iteration 36Q: 3 clusters Score -5356930 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 42530 members 
Entering Unmasked Estep 
Score: -5356967.500000 Penalty: 5305.981445
	Iteration 37Q: 3 clusters Score -5356968 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 42545 members 
Entering Unmasked Estep 
Score: -5356981.000000 Penalty: 5305.981445
	Iteration 38Q: 3 clusters Score -5356981 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 42564 members 
Entering Unmasked Estep 
Score: -5356990.500000 Penalty: 5305.981445
	Iteration 39Q: 3 clusters Score -5356990 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 42576 members 
Entering Unmasked Estep 
Score: -5357008.500000 Penalty: 5305.981445
	Iteration 40F: 3 clusters Score -5357008 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 42587 members 
Entering Unmasked Estep 
Score: -5357021.500000 Penalty: 5305.981445
	Iteration 41Q: 3 clusters Score -5357022 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 42602 members 
Entering Unmasked Estep 
Score: -5357022.000000 Penalty: 5305.981445
	Iteration 42Q: 3 clusters Score -5357022 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -5357030.000000 Penalty: 5305.981445
	Iteration 43Q: 3 clusters Score -5357030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 42611 members 
Entering Unmasked Estep 
Score: -5357043.000000 Penalty: 5305.981445
	Iteration 44Q: 3 clusters Score -5357043 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 42606 members 
Entering Unmasked Estep 
Score: -5357047.000000 Penalty: 5305.981445
	Iteration 45Q: 3 clusters Score -5357047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 42604 members 
Entering Unmasked Estep 
Score: -5357049.500000 Penalty: 5305.981445
	Iteration 46Q: 3 clusters Score -5357050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 42605 members 
Entering Unmasked Estep 
Score: -5357047.000000 Penalty: 5305.981445
	Iteration 47Q: 3 clusters Score -5357047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -5357050.500000 Penalty: 5305.981445
	Iteration 48Q: 3 clusters Score -5357050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 42610 members 
Entering Unmasked Estep 
Score: -5357055.000000 Penalty: 5305.981445
	Iteration 49Q: 3 clusters Score -5357055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 42614 members 
Entering Unmasked Estep 
Score: -5357056.000000 Penalty: 5305.981445
	Iteration 50Q: 3 clusters Score -5357056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 42613 members 
Entering Unmasked Estep 
Score: -5357054.000000 Penalty: 5305.981445
	Iteration 51Q: 3 clusters Score -5357054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 42612 members 
Entering Unmasked Estep 
Score: -5357053.000000 Penalty: 5305.981445
	Iteration 52Q: 3 clusters Score -5357053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 42615 members 
Entering Unmasked Estep 
Score: -5357058.500000 Penalty: 5305.981445
	Iteration 53Q: 3 clusters Score -5357058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 42617 members 
Entering Unmasked Estep 
Score: -5357054.000000 Penalty: 5305.981445
	Iteration 54Q: 3 clusters Score -5357054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 42620 members 
Entering Unmasked Estep 
Score: -5357055.500000 Penalty: 5305.981445
	Iteration 55Q: 3 clusters Score -5357056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 42620 members 
Entering Unmasked Estep 
Score: -5357047.000000 Penalty: 5305.981445
	Iteration 56Q: 3 clusters Score -5357047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 42621 members 
Entering Unmasked Estep 
Score: -5357051.500000 Penalty: 5305.981445
	Iteration 57Q: 3 clusters Score -5357052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 42619 members 
Entering Unmasked Estep 
Score: -5357054.000000 Penalty: 5305.981445
	Iteration 58Q: 3 clusters Score -5357054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 42618 members 
Entering Unmasked Estep 
Score: -5357051.500000 Penalty: 5305.981445
	Iteration 59Q: 3 clusters Score -5357052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 42618 members 
Entering Unmasked Estep 
Score: -5357051.500000 Penalty: 5305.981445
	Iteration 60F: 3 clusters Score -5357052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (52942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52942 members 
Entering Unmasked Estep 
Score: -5937626.500000 Penalty: 2697.484131
	Iteration 0F: 2 clusters Score -5937626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -5902002.000000 Penalty: 5394.968262
	Iteration 0F: 3 clusters Score -5902002 nChanged 24488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -5916043.000000 Penalty: 5394.968262
	Iteration 1F: 3 clusters Score -5916043 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -5916928.000000 Penalty: 5394.968262
	Iteration 2Q: 3 clusters Score -5916928 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -5917950.000000 Penalty: 5394.968262
	Iteration 3Q: 3 clusters Score -5917950 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -5919236.500000 Penalty: 5394.968262
	Iteration 4F: 3 clusters Score -5919236 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33546 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -5920828.000000 Penalty: 5394.968262
	Iteration 5F: 3 clusters Score -5920828 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36277 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -5922793.500000 Penalty: 5394.968262
	Iteration 6F: 3 clusters Score -5922794 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -5925204.500000 Penalty: 5394.968262
	Iteration 7F: 3 clusters Score -5925204 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42724 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -5927884.500000 Penalty: 5394.968262
	Iteration 8F: 3 clusters Score -5927884 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45803 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -5930428.500000 Penalty: 5394.968262
	Iteration 9F: 3 clusters Score -5930428 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48224 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -5932480.500000 Penalty: 5394.968262
	Iteration 10Q: 3 clusters Score -5932480 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49927 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -5933890.000000 Penalty: 5394.968262
	Iteration 11Q: 3 clusters Score -5933890 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50930 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -5934741.500000 Penalty: 5394.968262
	Iteration 12Q: 3 clusters Score -5934742 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51523 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -5935186.000000 Penalty: 5394.968262
	Iteration 13Q: 3 clusters Score -5935186 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51839 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -5935476.500000 Penalty: 5394.968262
	Iteration 14Q: 3 clusters Score -5935476 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52022 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -5935614.500000 Penalty: 5394.968262
	Iteration 15Q: 3 clusters Score -5935614 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52131 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -5935701.500000 Penalty: 5394.968262
	Iteration 16Q: 3 clusters Score -5935702 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52203 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5935758.500000 Penalty: 5394.968262
	Iteration 17Q: 3 clusters Score -5935758 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52244 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -5935799.000000 Penalty: 5394.968262
	Iteration 18Q: 3 clusters Score -5935799 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52270 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -5935840.500000 Penalty: 5394.968262
	Iteration 19Q: 3 clusters Score -5935840 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52296 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -5935854.000000 Penalty: 5394.968262
	Iteration 20F: 3 clusters Score -5935854 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52318 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -5935892.000000 Penalty: 5394.968262
	Iteration 21Q: 3 clusters Score -5935892 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52326 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5935901.500000 Penalty: 5394.968262
	Iteration 22Q: 3 clusters Score -5935902 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52334 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5935919.500000 Penalty: 5394.968262
	Iteration 23Q: 3 clusters Score -5935920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52334 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5935928.000000 Penalty: 5394.968262
	Iteration 24Q: 3 clusters Score -5935928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52338 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -5935926.000000 Penalty: 5394.968262
	Iteration 25Q: 3 clusters Score -5935926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52340 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -5935933.500000 Penalty: 5394.968262
	Iteration 26Q: 3 clusters Score -5935934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52342 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -5935931.000000 Penalty: 5394.968262
	Iteration 27Q: 3 clusters Score -5935931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52346 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -5935929.500000 Penalty: 5394.968262
	Iteration 28Q: 3 clusters Score -5935930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52348 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -5935932.000000 Penalty: 5394.968262
	Iteration 29Q: 3 clusters Score -5935932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52348 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -5935933.000000 Penalty: 5394.968262
	Iteration 30Q: 3 clusters Score -5935933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52348 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -5935933.500000 Penalty: 5394.968262
	Iteration 31Q: 3 clusters Score -5935934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52348 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -5935936.000000 Penalty: 5394.968262
	Iteration 32Q: 3 clusters Score -5935936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52352 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -5935941.000000 Penalty: 5394.968262
	Iteration 33Q: 3 clusters Score -5935941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52352 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -5935941.000000 Penalty: 5394.968262
	Iteration 34Q: 3 clusters Score -5935941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52352 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -5935941.000000 Penalty: 5394.968262
	Iteration 35Q: 3 clusters Score -5935941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52352 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -5935941.500000 Penalty: 5394.968262
	Iteration 36Q: 3 clusters Score -5935942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52353 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -5935941.000000 Penalty: 5394.968262
	Iteration 37Q: 3 clusters Score -5935941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52354 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -5935945.000000 Penalty: 5394.968262
	Iteration 38Q: 3 clusters Score -5935945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52355 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5935946.500000 Penalty: 5394.968262
	Iteration 39Q: 3 clusters Score -5935946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52358 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5935953.500000 Penalty: 5394.968262
	Iteration 40F: 3 clusters Score -5935954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52358 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5935952.000000 Penalty: 5394.968262
	Iteration 41Q: 3 clusters Score -5935952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52357 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -5935949.500000 Penalty: 5394.968262
	Iteration 42Q: 3 clusters Score -5935950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52356 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -5935950.000000 Penalty: 5394.968262
	Iteration 43Q: 3 clusters Score -5935950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52357 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -5935959.000000 Penalty: 5394.968262
	Iteration 44Q: 3 clusters Score -5935959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52359 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -5935956.500000 Penalty: 5394.968262
	Iteration 45Q: 3 clusters Score -5935956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52359 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -5935956.500000 Penalty: 5394.968262
	Iteration 46F: 3 clusters Score -5935956 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: -1167127.000000 Penalty: 2292.240234
	Iteration 0F: 2 clusters Score -1167127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1159196.000000 Penalty: 4584.480469
	Iteration 0F: 3 clusters Score -1159196 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1161524.375000 Penalty: 4584.480469
	Iteration 1F: 3 clusters Score -1161524 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1161927.250000 Penalty: 4584.480469
	Iteration 2F: 3 clusters Score -1161927 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1162269.000000 Penalty: 4584.480469
	Iteration 3F: 3 clusters Score -1162269 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1162546.125000 Penalty: 4584.480469
	Iteration 4Q: 3 clusters Score -1162546 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1162855.250000 Penalty: 4584.480469
	Iteration 5Q: 3 clusters Score -1162855 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1163233.375000 Penalty: 4584.480469
	Iteration 6Q: 3 clusters Score -1163233 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1163681.875000 Penalty: 4584.480469
	Iteration 7F: 3 clusters Score -1163682 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1164134.125000 Penalty: 4584.480469
	Iteration 8F: 3 clusters Score -1164134 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1164640.375000 Penalty: 4584.480469
	Iteration 9F: 3 clusters Score -1164640 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1165046.125000 Penalty: 4584.480469
	Iteration 10F: 3 clusters Score -1165046 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1165347.000000 Penalty: 4584.480469
	Iteration 11Q: 3 clusters Score -1165347 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1165535.125000 Penalty: 4584.480469
	Iteration 12Q: 3 clusters Score -1165535 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1165657.875000 Penalty: 4584.480469
	Iteration 13Q: 3 clusters Score -1165658 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1165756.375000 Penalty: 4584.480469
	Iteration 14Q: 3 clusters Score -1165756 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1165852.125000 Penalty: 4584.480469
	Iteration 15Q: 3 clusters Score -1165852 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1165932.750000 Penalty: 4584.480469
	Iteration 16Q: 3 clusters Score -1165933 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1166010.625000 Penalty: 4584.480469
	Iteration 17Q: 3 clusters Score -1166011 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1166110.375000 Penalty: 4584.480469
	Iteration 18Q: 3 clusters Score -1166110 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1166235.125000 Penalty: 4584.480469
	Iteration 19Q: 3 clusters Score -1166235 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1166345.875000 Penalty: 4584.480469
	Iteration 20F: 3 clusters Score -1166346 nChanged 131
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: -1166424.375000 Penalty: 4584.480469
	Iteration 21Q: 3 clusters Score -1166424 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1166482.875000 Penalty: 4584.480469
	Iteration 22Q: 3 clusters Score -1166483 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1166542.000000 Penalty: 4584.480469
	Iteration 23Q: 3 clusters Score -1166542 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1166603.375000 Penalty: 4584.480469
	Iteration 24Q: 3 clusters Score -1166603 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1166647.125000 Penalty: 4584.480469
	Iteration 25Q: 3 clusters Score -1166647 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1166681.625000 Penalty: 4584.480469
	Iteration 26Q: 3 clusters Score -1166682 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1166714.250000 Penalty: 4584.480469
	Iteration 27Q: 3 clusters Score -1166714 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1166741.750000 Penalty: 4584.480469
	Iteration 28Q: 3 clusters Score -1166742 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1166774.750000 Penalty: 4584.480469
	Iteration 29Q: 3 clusters Score -1166775 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1166794.625000 Penalty: 4584.480469
	Iteration 30Q: 3 clusters Score -1166795 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1166814.625000 Penalty: 4584.480469
	Iteration 31Q: 3 clusters Score -1166815 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1166843.375000 Penalty: 4584.480469
	Iteration 32Q: 3 clusters Score -1166843 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1166864.500000 Penalty: 4584.480469
	Iteration 33Q: 3 clusters Score -1166864 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1166887.625000 Penalty: 4584.480469
	Iteration 34Q: 3 clusters Score -1166888 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1166908.500000 Penalty: 4584.480469
	Iteration 35Q: 3 clusters Score -1166908 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1166925.250000 Penalty: 4584.480469
	Iteration 36Q: 3 clusters Score -1166925 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1166935.250000 Penalty: 4584.480469
	Iteration 37Q: 3 clusters Score -1166935 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1166938.750000 Penalty: 4584.480469
	Iteration 38Q: 3 clusters Score -1166939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1166945.000000 Penalty: 4584.480469
	Iteration 39Q: 3 clusters Score -1166945 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1166946.750000 Penalty: 4584.480469
	Iteration 40F: 3 clusters Score -1166947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1166946.750000 Penalty: 4584.480469
	Iteration 41Q: 3 clusters Score -1166947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1166947.875000 Penalty: 4584.480469
	Iteration 42Q: 3 clusters Score -1166948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1166950.125000 Penalty: 4584.480469
	Iteration 43Q: 3 clusters Score -1166950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1166950.250000 Penalty: 4584.480469
	Iteration 44Q: 3 clusters Score -1166950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1166951.750000 Penalty: 4584.480469
	Iteration 45Q: 3 clusters Score -1166952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1166951.750000 Penalty: 4584.480469
	Iteration 46Q: 3 clusters Score -1166952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1166950.750000 Penalty: 4584.480469
	Iteration 47Q: 3 clusters Score -1166951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1166952.375000 Penalty: 4584.480469
	Iteration 48Q: 3 clusters Score -1166952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1166952.375000 Penalty: 4584.480469
	Iteration 49F: 3 clusters Score -1166952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (29986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29986 members 
Entering Unmasked Estep 
Score: -3659254.000000 Penalty: 2556.504639
	Iteration 0F: 2 clusters Score -3659254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -3638671.750000 Penalty: 5113.009277
	Iteration 0F: 3 clusters Score -3638672 nChanged 13559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -3646287.750000 Penalty: 5113.009277
	Iteration 1F: 3 clusters Score -3646288 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -3647170.500000 Penalty: 5113.009277
	Iteration 2F: 3 clusters Score -3647170 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -3648314.750000 Penalty: 5113.009277
	Iteration 3F: 3 clusters Score -3648315 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -3649810.250000 Penalty: 5113.009277
	Iteration 4F: 3 clusters Score -3649810 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -3651751.750000 Penalty: 5113.009277
	Iteration 5F: 3 clusters Score -3651752 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -3653710.750000 Penalty: 5113.009277
	Iteration 6F: 3 clusters Score -3653711 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -3655287.250000 Penalty: 5113.009277
	Iteration 7F: 3 clusters Score -3655287 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -3656460.250000 Penalty: 5113.009277
	Iteration 8Q: 3 clusters Score -3656460 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 26468 members 
Entering Unmasked Estep 
Score: -3657258.750000 Penalty: 5113.009277
	Iteration 9Q: 3 clusters Score -3657259 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -3657760.000000 Penalty: 5113.009277
	Iteration 10Q: 3 clusters Score -3657760 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 27718 members 
Entering Unmasked Estep 
Score: -3658093.500000 Penalty: 5113.009277
	Iteration 11Q: 3 clusters Score -3658094 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -3658287.250000 Penalty: 5113.009277
	Iteration 12Q: 3 clusters Score -3658287 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 28325 members 
Entering Unmasked Estep 
Score: -3658400.250000 Penalty: 5113.009277
	Iteration 13Q: 3 clusters Score -3658400 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -3658493.000000 Penalty: 5113.009277
	Iteration 14Q: 3 clusters Score -3658493 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 28632 members 
Entering Unmasked Estep 
Score: -3658562.500000 Penalty: 5113.009277
	Iteration 15Q: 3 clusters Score -3658562 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 28714 members 
Entering Unmasked Estep 
Score: -3658588.500000 Penalty: 5113.009277
	Iteration 16Q: 3 clusters Score -3658588 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 28761 members 
Entering Unmasked Estep 
Score: -3658602.000000 Penalty: 5113.009277
	Iteration 17Q: 3 clusters Score -3658602 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
Score: -3658613.250000 Penalty: 5113.009277
	Iteration 18Q: 3 clusters Score -3658613 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 28811 members 
Entering Unmasked Estep 
Score: -3658611.500000 Penalty: 5113.009277
	Iteration 19Q: 3 clusters Score -3658612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 28828 members 
Entering Unmasked Estep 
Score: -3658617.250000 Penalty: 5113.009277
	Iteration 20F: 3 clusters Score -3658617 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -3658616.500000 Penalty: 5113.009277
	Iteration 21Q: 3 clusters Score -3658616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
Score: -3658622.250000 Penalty: 5113.009277
	Iteration 22Q: 3 clusters Score -3658622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -3658625.500000 Penalty: 5113.009277
	Iteration 23Q: 3 clusters Score -3658626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 28867 members 
Entering Unmasked Estep 
Score: -3658629.000000 Penalty: 5113.009277
	Iteration 24Q: 3 clusters Score -3658629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -3658634.250000 Penalty: 5113.009277
	Iteration 25Q: 3 clusters Score -3658634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 28886 members 
Entering Unmasked Estep 
Score: -3658641.500000 Penalty: 5113.009277
	Iteration 26Q: 3 clusters Score -3658642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -3658639.500000 Penalty: 5113.009277
	Iteration 27Q: 3 clusters Score -3658640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -3658640.000000 Penalty: 5113.009277
	Iteration 28Q: 3 clusters Score -3658640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -3658641.250000 Penalty: 5113.009277
	Iteration 29Q: 3 clusters Score -3658641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -3658643.000000 Penalty: 5113.009277
	Iteration 30Q: 3 clusters Score -3658643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -3658645.000000 Penalty: 5113.009277
	Iteration 31Q: 3 clusters Score -3658645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -3658645.250000 Penalty: 5113.009277
	Iteration 32Q: 3 clusters Score -3658645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -3658648.500000 Penalty: 5113.009277
	Iteration 33Q: 3 clusters Score -3658648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 28913 members 
Entering Unmasked Estep 
Score: -3658650.750000 Penalty: 5113.009277
	Iteration 34Q: 3 clusters Score -3658651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 28922 members 
Entering Unmasked Estep 
Score: -3658659.500000 Penalty: 5113.009277
	Iteration 35Q: 3 clusters Score -3658660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -3658655.750000 Penalty: 5113.009277
	Iteration 36Q: 3 clusters Score -3658656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -3658663.000000 Penalty: 5113.009277
	Iteration 37Q: 3 clusters Score -3658663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 28941 members 
Entering Unmasked Estep 
Score: -3658666.750000 Penalty: 5113.009277
	Iteration 38Q: 3 clusters Score -3658667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 28943 members 
Entering Unmasked Estep 
Score: -3658670.500000 Penalty: 5113.009277
	Iteration 39Q: 3 clusters Score -3658670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 28945 members 
Entering Unmasked Estep 
Score: -3658665.000000 Penalty: 5113.009277
	Iteration 40F: 3 clusters Score -3658665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 28949 members 
Entering Unmasked Estep 
Score: -3658664.750000 Penalty: 5113.009277
	Iteration 41Q: 3 clusters Score -3658665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -3658668.250000 Penalty: 5113.009277
	Iteration 42Q: 3 clusters Score -3658668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -3658665.500000 Penalty: 5113.009277
	Iteration 43Q: 3 clusters Score -3658666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
Score: -3658664.750000 Penalty: 5113.009277
	Iteration 44Q: 3 clusters Score -3658665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -3658666.500000 Penalty: 5113.009277
	Iteration 45Q: 3 clusters Score -3658666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 28959 members 
Entering Unmasked Estep 
Score: -3658666.500000 Penalty: 5113.009277
	Iteration 46Q: 3 clusters Score -3658666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
Score: -3658667.000000 Penalty: 5113.009277
	Iteration 47Q: 3 clusters Score -3658667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
Score: -3658667.000000 Penalty: 5113.009277
	Iteration 48F: 3 clusters Score -3658667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Entering Unmasked Estep 
Score: -31677.947266 Penalty: 1444.848022
	Iteration 0F: 2 clusters Score -31677.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -30437.392578 Penalty: 2889.696045
	Iteration 0F: 3 clusters Score -30437.39 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -30722.314453 Penalty: 2889.696045
	Iteration 1F: 3 clusters Score -30722.31 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -30889.800781 Penalty: 2889.696045
	Iteration 2F: 3 clusters Score -30889.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -31103.527344 Penalty: 2889.696045
	Iteration 3F: 3 clusters Score -31103.53 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -31349.011719 Penalty: 2889.696045
	Iteration 4F: 3 clusters Score -31349.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -31540.111328 Penalty: 2889.696045
	Iteration 5F: 3 clusters Score -31540.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -31656.560547 Penalty: 2889.696045
	Iteration 6Q: 3 clusters Score -31656.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -31769.609375 Penalty: 2889.696045
	Iteration 7Q: 3 clusters Score -31769.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -31793.361328 Penalty: 2889.696045
	Iteration 8Q: 3 clusters Score -31793.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -31817.710938 Penalty: 2889.696045
	Iteration 9Q: 3 clusters Score -31817.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -31835.291016 Penalty: 2889.696045
	Iteration 10Q: 3 clusters Score -31835.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -31876.470703 Penalty: 2889.696045
	Iteration 11Q: 3 clusters Score -31876.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -31940.330078 Penalty: 2889.696045
	Iteration 12Q: 3 clusters Score -31940.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -31963.205078 Penalty: 2889.696045
	Iteration 13Q: 3 clusters Score -31963.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -32000.144531 Penalty: 2889.696045
	Iteration 14Q: 3 clusters Score -32000.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -32059.568359 Penalty: 2889.696045
	Iteration 15Q: 3 clusters Score -32059.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -32059.568359 Penalty: 2889.696045
	Iteration 16F: 3 clusters Score -32059.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 8681 members 
Mstep: Class 3 contains 15777 members 
Mstep: Class 4 contains 183231 members 
Mstep: Class 5 contains 320256 members 
Mstep: Class 6 contains 8709 members 
Mstep: Class 7 contains 193837 members 
Mstep: Class 8 contains 16450 members 
Mstep: Class 9 contains 11817 members 
Mstep: Class 10 contains 14478 members 
Mstep: Class 11 contains 8035 members 
Mstep: Class 12 contains 19170 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3162 members 
Mstep: Class 15 contains 101774 members 
Mstep: Class 16 contains 189785 members 
Mstep: Class 17 contains 16529 members 
Mstep: Class 18 contains 83590 members 
Mstep: Class 19 contains 25361 members 
Mstep: Class 20 contains 99894 members 
Mstep: Class 21 contains 44247 members 
Mstep: Class 22 contains 52942 members 
Mstep: Class 23 contains 10331 members 
Mstep: Class 24 contains 29986 members 
Mstep: Class 25 contains 156 members 
Mstep: Class 26 contains 12794 members 
Mstep: Class 27 contains 11105 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 12330 members 
Mstep: Class 30 contains 3006 members 
Mstep: Class 31 contains 6580 members 
Mstep: Class 32 contains 10866 members 
Mstep: Class 33 contains 54594 members 
Mstep: Class 34 contains 20345 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131338 members 
Mstep: Class 37 contains 231548 members 
Mstep: Class 38 contains 21653 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 873 members 
Mstep: Class 41 contains 446 members 
Mstep: Class 42 contains 183 members 
Entering Unmasked Estep 
Score: -235499888.000000 Penalty: 151070.828125
Splitting cluster 25 changes total score from -235502160.000000 to -235499888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (12794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Entering Unmasked Estep 
Score: -1539875.000000 Penalty: 2345.269531
	Iteration 0F: 2 clusters Score -1539875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1530353.125000 Penalty: 4690.539062
	Iteration 0F: 3 clusters Score -1530353 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1533259.875000 Penalty: 4690.539062
	Iteration 1F: 3 clusters Score -1533260 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1533588.750000 Penalty: 4690.539062
	Iteration 2F: 3 clusters Score -1533589 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1533880.625000 Penalty: 4690.539062
	Iteration 3F: 3 clusters Score -1533881 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1534206.125000 Penalty: 4690.539062
	Iteration 4Q: 3 clusters Score -1534206 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1534598.250000 Penalty: 4690.539062
	Iteration 5F: 3 clusters Score -1534598 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1535060.500000 Penalty: 4690.539062
	Iteration 6F: 3 clusters Score -1535060 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1535588.250000 Penalty: 4690.539062
	Iteration 7F: 3 clusters Score -1535588 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1536142.000000 Penalty: 4690.539062
	Iteration 8F: 3 clusters Score -1536142 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1536631.875000 Penalty: 4690.539062
	Iteration 9Q: 3 clusters Score -1536632 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1537006.625000 Penalty: 4690.539062
	Iteration 10Q: 3 clusters Score -1537007 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1537246.750000 Penalty: 4690.539062
	Iteration 11Q: 3 clusters Score -1537247 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1537407.000000 Penalty: 4690.539062
	Iteration 12Q: 3 clusters Score -1537407 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1537539.625000 Penalty: 4690.539062
	Iteration 13Q: 3 clusters Score -1537540 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -1537634.375000 Penalty: 4690.539062
	Iteration 14Q: 3 clusters Score -1537634 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1537704.625000 Penalty: 4690.539062
	Iteration 15Q: 3 clusters Score -1537705 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1537761.125000 Penalty: 4690.539062
	Iteration 16Q: 3 clusters Score -1537761 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1537797.500000 Penalty: 4690.539062
	Iteration 17Q: 3 clusters Score -1537798 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1537823.625000 Penalty: 4690.539062
	Iteration 18Q: 3 clusters Score -1537824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -1537835.250000 Penalty: 4690.539062
	Iteration 19Q: 3 clusters Score -1537835 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -1537849.875000 Penalty: 4690.539062
	Iteration 20F: 3 clusters Score -1537850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1537856.125000 Penalty: 4690.539062
	Iteration 21Q: 3 clusters Score -1537856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1537859.750000 Penalty: 4690.539062
	Iteration 22Q: 3 clusters Score -1537860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1537865.375000 Penalty: 4690.539062
	Iteration 23Q: 3 clusters Score -1537865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1537874.250000 Penalty: 4690.539062
	Iteration 24Q: 3 clusters Score -1537874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1537882.625000 Penalty: 4690.539062
	Iteration 25Q: 3 clusters Score -1537883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -1537883.375000 Penalty: 4690.539062
	Iteration 26Q: 3 clusters Score -1537883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -1537885.750000 Penalty: 4690.539062
	Iteration 27Q: 3 clusters Score -1537886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -1537885.750000 Penalty: 4690.539062
	Iteration 28F: 3 clusters Score -1537886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -1296646.000000 Penalty: 2310.157471
	Iteration 0F: 2 clusters Score -1296646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1288270.500000 Penalty: 4620.314941
	Iteration 0F: 3 clusters Score -1288270 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1290881.625000 Penalty: 4620.314941
	Iteration 1F: 3 clusters Score -1290882 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1291315.250000 Penalty: 4620.314941
	Iteration 2F: 3 clusters Score -1291315 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1291720.000000 Penalty: 4620.314941
	Iteration 3F: 3 clusters Score -1291720 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1292131.750000 Penalty: 4620.314941
	Iteration 4F: 3 clusters Score -1292132 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1292606.875000 Penalty: 4620.314941
	Iteration 5F: 3 clusters Score -1292607 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1293071.125000 Penalty: 4620.314941
	Iteration 6F: 3 clusters Score -1293071 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1293507.250000 Penalty: 4620.314941
	Iteration 7F: 3 clusters Score -1293507 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1293824.500000 Penalty: 4620.314941
	Iteration 8Q: 3 clusters Score -1293824 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1294053.750000 Penalty: 4620.314941
	Iteration 9Q: 3 clusters Score -1294054 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1294232.000000 Penalty: 4620.314941
	Iteration 10Q: 3 clusters Score -1294232 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1294355.500000 Penalty: 4620.314941
	Iteration 11Q: 3 clusters Score -1294356 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1294420.250000 Penalty: 4620.314941
	Iteration 12Q: 3 clusters Score -1294420 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1294471.625000 Penalty: 4620.314941
	Iteration 13Q: 3 clusters Score -1294472 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1294509.500000 Penalty: 4620.314941
	Iteration 14Q: 3 clusters Score -1294510 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1294538.500000 Penalty: 4620.314941
	Iteration 15Q: 3 clusters Score -1294538 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1294570.125000 Penalty: 4620.314941
	Iteration 16Q: 3 clusters Score -1294570 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1294589.625000 Penalty: 4620.314941
	Iteration 17Q: 3 clusters Score -1294590 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1294603.625000 Penalty: 4620.314941
	Iteration 18Q: 3 clusters Score -1294604 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1294620.625000 Penalty: 4620.314941
	Iteration 19Q: 3 clusters Score -1294621 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1294629.500000 Penalty: 4620.314941
	Iteration 20F: 3 clusters Score -1294630 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1294638.000000 Penalty: 4620.314941
	Iteration 21Q: 3 clusters Score -1294638 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1294650.750000 Penalty: 4620.314941
	Iteration 22Q: 3 clusters Score -1294651 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1294665.125000 Penalty: 4620.314941
	Iteration 23Q: 3 clusters Score -1294665 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1294671.000000 Penalty: 4620.314941
	Iteration 24Q: 3 clusters Score -1294671 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1294672.500000 Penalty: 4620.314941
	Iteration 25Q: 3 clusters Score -1294672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1294675.000000 Penalty: 4620.314941
	Iteration 26Q: 3 clusters Score -1294675 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1294679.125000 Penalty: 4620.314941
	Iteration 27Q: 3 clusters Score -1294679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1294682.625000 Penalty: 4620.314941
	Iteration 28Q: 3 clusters Score -1294683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1294685.375000 Penalty: 4620.314941
	Iteration 29Q: 3 clusters Score -1294685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1294689.750000 Penalty: 4620.314941
	Iteration 30Q: 3 clusters Score -1294690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1294695.625000 Penalty: 4620.314941
	Iteration 31Q: 3 clusters Score -1294696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1294698.125000 Penalty: 4620.314941
	Iteration 32Q: 3 clusters Score -1294698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1294694.750000 Penalty: 4620.314941
	Iteration 33Q: 3 clusters Score -1294695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1294698.375000 Penalty: 4620.314941
	Iteration 34Q: 3 clusters Score -1294698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1294702.875000 Penalty: 4620.314941
	Iteration 35Q: 3 clusters Score -1294703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1294709.500000 Penalty: 4620.314941
	Iteration 36Q: 3 clusters Score -1294710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1294711.625000 Penalty: 4620.314941
	Iteration 37Q: 3 clusters Score -1294712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1294714.375000 Penalty: 4620.314941
	Iteration 38Q: 3 clusters Score -1294714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1294721.000000 Penalty: 4620.314941
	Iteration 39Q: 3 clusters Score -1294721 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1294727.750000 Penalty: 4620.314941
	Iteration 40F: 3 clusters Score -1294728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1294730.375000 Penalty: 4620.314941
	Iteration 41Q: 3 clusters Score -1294730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1294736.250000 Penalty: 4620.314941
	Iteration 42Q: 3 clusters Score -1294736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1294742.875000 Penalty: 4620.314941
	Iteration 43Q: 3 clusters Score -1294743 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1294751.375000 Penalty: 4620.314941
	Iteration 44Q: 3 clusters Score -1294751 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1294757.625000 Penalty: 4620.314941
	Iteration 45Q: 3 clusters Score -1294758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1294755.375000 Penalty: 4620.314941
	Iteration 46Q: 3 clusters Score -1294755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1294759.000000 Penalty: 4620.314941
	Iteration 47Q: 3 clusters Score -1294759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1294761.625000 Penalty: 4620.314941
	Iteration 48Q: 3 clusters Score -1294762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1294765.500000 Penalty: 4620.314941
	Iteration 49Q: 3 clusters Score -1294766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1294765.250000 Penalty: 4620.314941
	Iteration 50Q: 3 clusters Score -1294765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1294770.625000 Penalty: 4620.314941
	Iteration 51Q: 3 clusters Score -1294771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1294777.500000 Penalty: 4620.314941
	Iteration 52Q: 3 clusters Score -1294778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1294776.875000 Penalty: 4620.314941
	Iteration 53Q: 3 clusters Score -1294777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1294778.875000 Penalty: 4620.314941
	Iteration 54Q: 3 clusters Score -1294779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1294780.625000 Penalty: 4620.314941
	Iteration 55Q: 3 clusters Score -1294781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1294786.000000 Penalty: 4620.314941
	Iteration 56Q: 3 clusters Score -1294786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1294789.125000 Penalty: 4620.314941
	Iteration 57Q: 3 clusters Score -1294789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1294789.375000 Penalty: 4620.314941
	Iteration 58Q: 3 clusters Score -1294789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1294790.625000 Penalty: 4620.314941
	Iteration 59Q: 3 clusters Score -1294791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1294795.750000 Penalty: 4620.314941
	Iteration 60F: 3 clusters Score -1294796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1294802.250000 Penalty: 4620.314941
	Iteration 61Q: 3 clusters Score -1294802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1294806.375000 Penalty: 4620.314941
	Iteration 62Q: 3 clusters Score -1294806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1294808.250000 Penalty: 4620.314941
	Iteration 63Q: 3 clusters Score -1294808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1294814.875000 Penalty: 4620.314941
	Iteration 64Q: 3 clusters Score -1294815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1294815.875000 Penalty: 4620.314941
	Iteration 65Q: 3 clusters Score -1294816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1294819.125000 Penalty: 4620.314941
	Iteration 66Q: 3 clusters Score -1294819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1294821.125000 Penalty: 4620.314941
	Iteration 67Q: 3 clusters Score -1294821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1294825.750000 Penalty: 4620.314941
	Iteration 68Q: 3 clusters Score -1294826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1294828.500000 Penalty: 4620.314941
	Iteration 69Q: 3 clusters Score -1294828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1294833.500000 Penalty: 4620.314941
	Iteration 70Q: 3 clusters Score -1294834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1294839.500000 Penalty: 4620.314941
	Iteration 71Q: 3 clusters Score -1294840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1294840.625000 Penalty: 4620.314941
	Iteration 72Q: 3 clusters Score -1294841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1294842.250000 Penalty: 4620.314941
	Iteration 73Q: 3 clusters Score -1294842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1294842.125000 Penalty: 4620.314941
	Iteration 74Q: 3 clusters Score -1294842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1294842.250000 Penalty: 4620.314941
	Iteration 75Q: 3 clusters Score -1294842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1294844.125000 Penalty: 4620.314941
	Iteration 76Q: 3 clusters Score -1294844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1294844.250000 Penalty: 4620.314941
	Iteration 77Q: 3 clusters Score -1294844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1294845.375000 Penalty: 4620.314941
	Iteration 78Q: 3 clusters Score -1294845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1294844.625000 Penalty: 4620.314941
	Iteration 79Q: 3 clusters Score -1294845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1294844.125000 Penalty: 4620.314941
	Iteration 80F: 3 clusters Score -1294844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1294845.000000 Penalty: 4620.314941
	Iteration 81Q: 3 clusters Score -1294845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1294846.625000 Penalty: 4620.314941
	Iteration 82Q: 3 clusters Score -1294847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1294846.875000 Penalty: 4620.314941
	Iteration 83Q: 3 clusters Score -1294847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1294853.875000 Penalty: 4620.314941
	Iteration 84Q: 3 clusters Score -1294854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1294856.875000 Penalty: 4620.314941
	Iteration 85Q: 3 clusters Score -1294857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1294858.250000 Penalty: 4620.314941
	Iteration 86Q: 3 clusters Score -1294858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1294861.250000 Penalty: 4620.314941
	Iteration 87Q: 3 clusters Score -1294861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1294863.500000 Penalty: 4620.314941
	Iteration 88Q: 3 clusters Score -1294864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1294866.000000 Penalty: 4620.314941
	Iteration 89Q: 3 clusters Score -1294866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1294868.375000 Penalty: 4620.314941
	Iteration 90Q: 3 clusters Score -1294868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1294869.500000 Penalty: 4620.314941
	Iteration 91Q: 3 clusters Score -1294870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1294870.625000 Penalty: 4620.314941
	Iteration 92Q: 3 clusters Score -1294871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1294872.000000 Penalty: 4620.314941
	Iteration 93Q: 3 clusters Score -1294872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1294872.750000 Penalty: 4620.314941
	Iteration 94Q: 3 clusters Score -1294873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1294873.250000 Penalty: 4620.314941
	Iteration 95Q: 3 clusters Score -1294873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1294873.375000 Penalty: 4620.314941
	Iteration 96Q: 3 clusters Score -1294873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1294873.375000 Penalty: 4620.314941
	Iteration 97F: 3 clusters Score -1294873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Entering Unmasked Estep 
Score: -652711.687500 Penalty: 2143.100098
	Iteration 0F: 2 clusters Score -652711.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -647781.062500 Penalty: 4286.200195
	Iteration 0F: 3 clusters Score -647781.1 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -649105.625000 Penalty: 4286.200195
	Iteration 1F: 3 clusters Score -649105.6 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -649438.187500 Penalty: 4286.200195
	Iteration 2F: 3 clusters Score -649438.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -649668.187500 Penalty: 4286.200195
	Iteration 3F: 3 clusters Score -649668.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -649840.062500 Penalty: 4286.200195
	Iteration 4Q: 3 clusters Score -649840.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -649951.375000 Penalty: 4286.200195
	Iteration 5Q: 3 clusters Score -649951.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -650010.750000 Penalty: 4286.200195
	Iteration 6Q: 3 clusters Score -650010.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -650045.437500 Penalty: 4286.200195
	Iteration 7Q: 3 clusters Score -650045.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -650081.125000 Penalty: 4286.200195
	Iteration 8Q: 3 clusters Score -650081.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -650114.250000 Penalty: 4286.200195
	Iteration 9Q: 3 clusters Score -650114.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -650143.125000 Penalty: 4286.200195
	Iteration 10Q: 3 clusters Score -650143.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -650169.250000 Penalty: 4286.200195
	Iteration 11Q: 3 clusters Score -650169.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -650186.937500 Penalty: 4286.200195
	Iteration 12Q: 3 clusters Score -650186.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -650205.250000 Penalty: 4286.200195
	Iteration 13Q: 3 clusters Score -650205.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -650226.375000 Penalty: 4286.200195
	Iteration 14Q: 3 clusters Score -650226.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -650245.375000 Penalty: 4286.200195
	Iteration 15Q: 3 clusters Score -650245.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -650262.062500 Penalty: 4286.200195
	Iteration 16Q: 3 clusters Score -650262.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -650278.312500 Penalty: 4286.200195
	Iteration 17Q: 3 clusters Score -650278.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -650289.875000 Penalty: 4286.200195
	Iteration 18Q: 3 clusters Score -650289.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -650302.625000 Penalty: 4286.200195
	Iteration 19Q: 3 clusters Score -650302.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -650311.937500 Penalty: 4286.200195
	Iteration 20F: 3 clusters Score -650311.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -650321.437500 Penalty: 4286.200195
	Iteration 21Q: 3 clusters Score -650321.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -650332.125000 Penalty: 4286.200195
	Iteration 22Q: 3 clusters Score -650332.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -650341.750000 Penalty: 4286.200195
	Iteration 23Q: 3 clusters Score -650341.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -650349.375000 Penalty: 4286.200195
	Iteration 24Q: 3 clusters Score -650349.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -650357.250000 Penalty: 4286.200195
	Iteration 25Q: 3 clusters Score -650357.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -650367.625000 Penalty: 4286.200195
	Iteration 26Q: 3 clusters Score -650367.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -650375.000000 Penalty: 4286.200195
	Iteration 27Q: 3 clusters Score -650375 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -650380.187500 Penalty: 4286.200195
	Iteration 28Q: 3 clusters Score -650380.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -650384.062500 Penalty: 4286.200195
	Iteration 29Q: 3 clusters Score -650384.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -650387.562500 Penalty: 4286.200195
	Iteration 30Q: 3 clusters Score -650387.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -650394.625000 Penalty: 4286.200195
	Iteration 31Q: 3 clusters Score -650394.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -650399.937500 Penalty: 4286.200195
	Iteration 32Q: 3 clusters Score -650399.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -650406.375000 Penalty: 4286.200195
	Iteration 33Q: 3 clusters Score -650406.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -650411.375000 Penalty: 4286.200195
	Iteration 34Q: 3 clusters Score -650411.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -650417.250000 Penalty: 4286.200195
	Iteration 35Q: 3 clusters Score -650417.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -650423.500000 Penalty: 4286.200195
	Iteration 36Q: 3 clusters Score -650423.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -650429.500000 Penalty: 4286.200195
	Iteration 37Q: 3 clusters Score -650429.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -650435.500000 Penalty: 4286.200195
	Iteration 38Q: 3 clusters Score -650435.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -650439.562500 Penalty: 4286.200195
	Iteration 39Q: 3 clusters Score -650439.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -650443.000000 Penalty: 4286.200195
	Iteration 40F: 3 clusters Score -650443 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -650443.500000 Penalty: 4286.200195
	Iteration 41Q: 3 clusters Score -650443.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -650446.625000 Penalty: 4286.200195
	Iteration 42Q: 3 clusters Score -650446.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -650450.625000 Penalty: 4286.200195
	Iteration 43Q: 3 clusters Score -650450.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -650453.750000 Penalty: 4286.200195
	Iteration 44Q: 3 clusters Score -650453.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -650455.062500 Penalty: 4286.200195
	Iteration 45Q: 3 clusters Score -650455.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -650456.437500 Penalty: 4286.200195
	Iteration 46Q: 3 clusters Score -650456.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -650456.000000 Penalty: 4286.200195
	Iteration 47Q: 3 clusters Score -650456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -650456.750000 Penalty: 4286.200195
	Iteration 48Q: 3 clusters Score -650456.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -650456.937500 Penalty: 4286.200195
	Iteration 49Q: 3 clusters Score -650456.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -650456.937500 Penalty: 4286.200195
	Iteration 50F: 3 clusters Score -650456.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (12330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Entering Unmasked Estep 
Score: -1493534.250000 Penalty: 2336.107910
	Iteration 0F: 2 clusters Score -1493534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1484349.000000 Penalty: 4672.215820
	Iteration 0F: 3 clusters Score -1484349 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1486968.375000 Penalty: 4672.215820
	Iteration 1F: 3 clusters Score -1486968 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1487337.125000 Penalty: 4672.215820
	Iteration 2F: 3 clusters Score -1487337 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1487656.750000 Penalty: 4672.215820
	Iteration 3F: 3 clusters Score -1487657 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1487936.000000 Penalty: 4672.215820
	Iteration 4Q: 3 clusters Score -1487936 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1488233.250000 Penalty: 4672.215820
	Iteration 5Q: 3 clusters Score -1488233 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1488561.500000 Penalty: 4672.215820
	Iteration 6Q: 3 clusters Score -1488562 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1488906.625000 Penalty: 4672.215820
	Iteration 7Q: 3 clusters Score -1488907 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1489282.375000 Penalty: 4672.215820
	Iteration 8Q: 3 clusters Score -1489282 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1489666.500000 Penalty: 4672.215820
	Iteration 9Q: 3 clusters Score -1489666 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1490040.750000 Penalty: 4672.215820
	Iteration 10Q: 3 clusters Score -1490041 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1490365.750000 Penalty: 4672.215820
	Iteration 11Q: 3 clusters Score -1490366 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1490639.500000 Penalty: 4672.215820
	Iteration 12Q: 3 clusters Score -1490640 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1490857.625000 Penalty: 4672.215820
	Iteration 13Q: 3 clusters Score -1490858 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1491028.875000 Penalty: 4672.215820
	Iteration 14Q: 3 clusters Score -1491029 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1491150.875000 Penalty: 4672.215820
	Iteration 15Q: 3 clusters Score -1491151 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1491239.250000 Penalty: 4672.215820
	Iteration 16Q: 3 clusters Score -1491239 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1491305.125000 Penalty: 4672.215820
	Iteration 17Q: 3 clusters Score -1491305 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1491354.125000 Penalty: 4672.215820
	Iteration 18Q: 3 clusters Score -1491354 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1491384.875000 Penalty: 4672.215820
	Iteration 19Q: 3 clusters Score -1491385 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1491410.500000 Penalty: 4672.215820
	Iteration 20F: 3 clusters Score -1491410 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1491438.000000 Penalty: 4672.215820
	Iteration 21Q: 3 clusters Score -1491438 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1491467.875000 Penalty: 4672.215820
	Iteration 22Q: 3 clusters Score -1491468 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1491486.375000 Penalty: 4672.215820
	Iteration 23Q: 3 clusters Score -1491486 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1491508.125000 Penalty: 4672.215820
	Iteration 24Q: 3 clusters Score -1491508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1491524.875000 Penalty: 4672.215820
	Iteration 25Q: 3 clusters Score -1491525 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1491535.125000 Penalty: 4672.215820
	Iteration 26Q: 3 clusters Score -1491535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1491542.500000 Penalty: 4672.215820
	Iteration 27Q: 3 clusters Score -1491542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1491547.000000 Penalty: 4672.215820
	Iteration 28Q: 3 clusters Score -1491547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1491558.375000 Penalty: 4672.215820
	Iteration 29Q: 3 clusters Score -1491558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1491572.875000 Penalty: 4672.215820
	Iteration 30Q: 3 clusters Score -1491573 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1491581.500000 Penalty: 4672.215820
	Iteration 31Q: 3 clusters Score -1491582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1491590.625000 Penalty: 4672.215820
	Iteration 32Q: 3 clusters Score -1491591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1491602.750000 Penalty: 4672.215820
	Iteration 33Q: 3 clusters Score -1491603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1491610.625000 Penalty: 4672.215820
	Iteration 34Q: 3 clusters Score -1491611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1491615.125000 Penalty: 4672.215820
	Iteration 35Q: 3 clusters Score -1491615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1491619.375000 Penalty: 4672.215820
	Iteration 36Q: 3 clusters Score -1491619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1491622.000000 Penalty: 4672.215820
	Iteration 37Q: 3 clusters Score -1491622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1491627.625000 Penalty: 4672.215820
	Iteration 38Q: 3 clusters Score -1491628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1491625.500000 Penalty: 4672.215820
	Iteration 39Q: 3 clusters Score -1491626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1491629.500000 Penalty: 4672.215820
	Iteration 40F: 3 clusters Score -1491630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1491630.125000 Penalty: 4672.215820
	Iteration 41Q: 3 clusters Score -1491630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1491630.125000 Penalty: 4672.215820
	Iteration 42F: 3 clusters Score -1491630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Entering Unmasked Estep 
Score: -316446.687500 Penalty: 1986.074707
	Iteration 0F: 2 clusters Score -316446.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -313256.843750 Penalty: 3972.149414
	Iteration 0F: 3 clusters Score -313256.8 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -314250.812500 Penalty: 3972.149414
	Iteration 1F: 3 clusters Score -314250.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -314556.843750 Penalty: 3972.149414
	Iteration 2F: 3 clusters Score -314556.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -314802.875000 Penalty: 3972.149414
	Iteration 3F: 3 clusters Score -314802.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -314953.250000 Penalty: 3972.149414
	Iteration 4F: 3 clusters Score -314953.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -315040.437500 Penalty: 3972.149414
	Iteration 5Q: 3 clusters Score -315040.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -315097.093750 Penalty: 3972.149414
	Iteration 6Q: 3 clusters Score -315097.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -315145.875000 Penalty: 3972.149414
	Iteration 7Q: 3 clusters Score -315145.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -315178.593750 Penalty: 3972.149414
	Iteration 8Q: 3 clusters Score -315178.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -315213.000000 Penalty: 3972.149414
	Iteration 9Q: 3 clusters Score -315213 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -315253.562500 Penalty: 3972.149414
	Iteration 10Q: 3 clusters Score -315253.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -315273.593750 Penalty: 3972.149414
	Iteration 11Q: 3 clusters Score -315273.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -315285.406250 Penalty: 3972.149414
	Iteration 12Q: 3 clusters Score -315285.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -315297.156250 Penalty: 3972.149414
	Iteration 13Q: 3 clusters Score -315297.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -315305.687500 Penalty: 3972.149414
	Iteration 14Q: 3 clusters Score -315305.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -315316.187500 Penalty: 3972.149414
	Iteration 15Q: 3 clusters Score -315316.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -315327.656250 Penalty: 3972.149414
	Iteration 16Q: 3 clusters Score -315327.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -315336.625000 Penalty: 3972.149414
	Iteration 17Q: 3 clusters Score -315336.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -315341.281250 Penalty: 3972.149414
	Iteration 18Q: 3 clusters Score -315341.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -315343.593750 Penalty: 3972.149414
	Iteration 19Q: 3 clusters Score -315343.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -315344.843750 Penalty: 3972.149414
	Iteration 20F: 3 clusters Score -315344.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -315346.312500 Penalty: 3972.149414
	Iteration 21Q: 3 clusters Score -315346.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -315347.062500 Penalty: 3972.149414
	Iteration 22Q: 3 clusters Score -315347.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -315348.781250 Penalty: 3972.149414
	Iteration 23Q: 3 clusters Score -315348.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -315348.781250 Penalty: 3972.149414
	Iteration 24F: 3 clusters Score -315348.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Entering Unmasked Estep 
Score: -745306.625000 Penalty: 2180.364014
	Iteration 0F: 2 clusters Score -745306.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -739775.937500 Penalty: 4360.728027
	Iteration 0F: 3 clusters Score -739775.9 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -741310.312500 Penalty: 4360.728027
	Iteration 1F: 3 clusters Score -741310.3 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -741744.312500 Penalty: 4360.728027
	Iteration 2F: 3 clusters Score -741744.3 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -742145.250000 Penalty: 4360.728027
	Iteration 3F: 3 clusters Score -742145.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -742545.562500 Penalty: 4360.728027
	Iteration 4F: 3 clusters Score -742545.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -742926.187500 Penalty: 4360.728027
	Iteration 5F: 3 clusters Score -742926.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -743235.125000 Penalty: 4360.728027
	Iteration 6F: 3 clusters Score -743235.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -743502.562500 Penalty: 4360.728027
	Iteration 7Q: 3 clusters Score -743502.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -743728.875000 Penalty: 4360.728027
	Iteration 8Q: 3 clusters Score -743728.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -743917.437500 Penalty: 4360.728027
	Iteration 9Q: 3 clusters Score -743917.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -744102.187500 Penalty: 4360.728027
	Iteration 10Q: 3 clusters Score -744102.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -744274.812500 Penalty: 4360.728027
	Iteration 11Q: 3 clusters Score -744274.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -744374.625000 Penalty: 4360.728027
	Iteration 12Q: 3 clusters Score -744374.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -744451.062500 Penalty: 4360.728027
	Iteration 13Q: 3 clusters Score -744451.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -744504.187500 Penalty: 4360.728027
	Iteration 14Q: 3 clusters Score -744504.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -744533.312500 Penalty: 4360.728027
	Iteration 15Q: 3 clusters Score -744533.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -744559.625000 Penalty: 4360.728027
	Iteration 16Q: 3 clusters Score -744559.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -744588.250000 Penalty: 4360.728027
	Iteration 17Q: 3 clusters Score -744588.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -744616.062500 Penalty: 4360.728027
	Iteration 18Q: 3 clusters Score -744616.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -744626.250000 Penalty: 4360.728027
	Iteration 19Q: 3 clusters Score -744626.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -744645.500000 Penalty: 4360.728027
	Iteration 20F: 3 clusters Score -744645.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -744653.000000 Penalty: 4360.728027
	Iteration 21Q: 3 clusters Score -744653 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -744660.250000 Penalty: 4360.728027
	Iteration 22Q: 3 clusters Score -744660.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -744668.812500 Penalty: 4360.728027
	Iteration 23Q: 3 clusters Score -744668.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -744672.750000 Penalty: 4360.728027
	Iteration 24Q: 3 clusters Score -744672.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -744673.125000 Penalty: 4360.728027
	Iteration 25Q: 3 clusters Score -744673.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -744677.437500 Penalty: 4360.728027
	Iteration 26Q: 3 clusters Score -744677.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -744678.687500 Penalty: 4360.728027
	Iteration 27Q: 3 clusters Score -744678.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -744679.562500 Penalty: 4360.728027
	Iteration 28Q: 3 clusters Score -744679.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -744680.687500 Penalty: 4360.728027
	Iteration 29Q: 3 clusters Score -744680.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -744680.687500 Penalty: 4360.728027
	Iteration 30F: 3 clusters Score -744680.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Entering Unmasked Estep 
Score: -1254329.500000 Penalty: 2304.761719
	Iteration 0F: 2 clusters Score -1254330 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 5380 members 
Entering Unmasked Estep 
Score: -1246136.625000 Penalty: 4609.523438
	Iteration 0F: 3 clusters Score -1246137 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1248710.250000 Penalty: 4609.523438
	Iteration 1F: 3 clusters Score -1248710 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1249088.250000 Penalty: 4609.523438
	Iteration 2F: 3 clusters Score -1249088 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1249399.750000 Penalty: 4609.523438
	Iteration 3F: 3 clusters Score -1249400 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1249633.000000 Penalty: 4609.523438
	Iteration 4Q: 3 clusters Score -1249633 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1249825.125000 Penalty: 4609.523438
	Iteration 5Q: 3 clusters Score -1249825 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1250015.750000 Penalty: 4609.523438
	Iteration 6Q: 3 clusters Score -1250016 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1250171.250000 Penalty: 4609.523438
	Iteration 7Q: 3 clusters Score -1250171 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1250311.625000 Penalty: 4609.523438
	Iteration 8Q: 3 clusters Score -1250312 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1250434.125000 Penalty: 4609.523438
	Iteration 9Q: 3 clusters Score -1250434 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1250553.125000 Penalty: 4609.523438
	Iteration 10Q: 3 clusters Score -1250553 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1250680.500000 Penalty: 4609.523438
	Iteration 11Q: 3 clusters Score -1250680 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1250802.500000 Penalty: 4609.523438
	Iteration 12Q: 3 clusters Score -1250802 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1250933.375000 Penalty: 4609.523438
	Iteration 13Q: 3 clusters Score -1250933 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1251063.875000 Penalty: 4609.523438
	Iteration 14Q: 3 clusters Score -1251064 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1251210.875000 Penalty: 4609.523438
	Iteration 15Q: 3 clusters Score -1251211 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1251378.000000 Penalty: 4609.523438
	Iteration 16Q: 3 clusters Score -1251378 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1251538.875000 Penalty: 4609.523438
	Iteration 17Q: 3 clusters Score -1251539 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1251706.000000 Penalty: 4609.523438
	Iteration 18Q: 3 clusters Score -1251706 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1251869.500000 Penalty: 4609.523438
	Iteration 19Q: 3 clusters Score -1251870 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1252029.250000 Penalty: 4609.523438
	Iteration 20F: 3 clusters Score -1252029 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1252196.750000 Penalty: 4609.523438
	Iteration 21Q: 3 clusters Score -1252197 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1252336.625000 Penalty: 4609.523438
	Iteration 22Q: 3 clusters Score -1252337 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1252434.625000 Penalty: 4609.523438
	Iteration 23Q: 3 clusters Score -1252435 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1252529.875000 Penalty: 4609.523438
	Iteration 24Q: 3 clusters Score -1252530 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1252620.375000 Penalty: 4609.523438
	Iteration 25Q: 3 clusters Score -1252620 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1252699.500000 Penalty: 4609.523438
	Iteration 26Q: 3 clusters Score -1252700 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1252762.500000 Penalty: 4609.523438
	Iteration 27Q: 3 clusters Score -1252762 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1252808.250000 Penalty: 4609.523438
	Iteration 28Q: 3 clusters Score -1252808 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1252843.250000 Penalty: 4609.523438
	Iteration 29Q: 3 clusters Score -1252843 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1252864.125000 Penalty: 4609.523438
	Iteration 30Q: 3 clusters Score -1252864 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1252880.750000 Penalty: 4609.523438
	Iteration 31Q: 3 clusters Score -1252881 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1252891.500000 Penalty: 4609.523438
	Iteration 32Q: 3 clusters Score -1252892 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1252906.625000 Penalty: 4609.523438
	Iteration 33Q: 3 clusters Score -1252907 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1252922.875000 Penalty: 4609.523438
	Iteration 34Q: 3 clusters Score -1252923 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1252938.125000 Penalty: 4609.523438
	Iteration 35Q: 3 clusters Score -1252938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1252943.750000 Penalty: 4609.523438
	Iteration 36Q: 3 clusters Score -1252944 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1252951.375000 Penalty: 4609.523438
	Iteration 37Q: 3 clusters Score -1252951 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1252963.125000 Penalty: 4609.523438
	Iteration 38Q: 3 clusters Score -1252963 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1252970.875000 Penalty: 4609.523438
	Iteration 39Q: 3 clusters Score -1252971 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1252983.750000 Penalty: 4609.523438
	Iteration 40F: 3 clusters Score -1252984 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1252994.375000 Penalty: 4609.523438
	Iteration 41Q: 3 clusters Score -1252994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1253002.750000 Penalty: 4609.523438
	Iteration 42Q: 3 clusters Score -1253003 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1253011.250000 Penalty: 4609.523438
	Iteration 43Q: 3 clusters Score -1253011 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1253021.375000 Penalty: 4609.523438
	Iteration 44Q: 3 clusters Score -1253021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1253025.500000 Penalty: 4609.523438
	Iteration 45Q: 3 clusters Score -1253026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1253028.375000 Penalty: 4609.523438
	Iteration 46Q: 3 clusters Score -1253028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1253030.500000 Penalty: 4609.523438
	Iteration 47Q: 3 clusters Score -1253030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1253029.250000 Penalty: 4609.523438
	Iteration 48Q: 3 clusters Score -1253029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1253030.500000 Penalty: 4609.523438
	Iteration 49Q: 3 clusters Score -1253030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1253033.500000 Penalty: 4609.523438
	Iteration 50Q: 3 clusters Score -1253034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1253035.000000 Penalty: 4609.523438
	Iteration 51Q: 3 clusters Score -1253035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1253034.625000 Penalty: 4609.523438
	Iteration 52Q: 3 clusters Score -1253035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1253036.250000 Penalty: 4609.523438
	Iteration 53Q: 3 clusters Score -1253036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1253038.750000 Penalty: 4609.523438
	Iteration 54Q: 3 clusters Score -1253039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1253039.250000 Penalty: 4609.523438
	Iteration 55Q: 3 clusters Score -1253039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1253040.625000 Penalty: 4609.523438
	Iteration 56Q: 3 clusters Score -1253041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1253041.625000 Penalty: 4609.523438
	Iteration 57Q: 3 clusters Score -1253042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1253041.750000 Penalty: 4609.523438
	Iteration 58Q: 3 clusters Score -1253042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1253041.375000 Penalty: 4609.523438
	Iteration 59Q: 3 clusters Score -1253041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1253042.000000 Penalty: 4609.523438
	Iteration 60F: 3 clusters Score -1253042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (54594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54594 members 
Entering Unmasked Estep 
Score: -6675816.000000 Penalty: 2705.104492
	Iteration 0F: 2 clusters Score -6675816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -6639175.500000 Penalty: 5410.208984
	Iteration 0F: 3 clusters Score -6639176 nChanged 25367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -6653206.000000 Penalty: 5410.208984
	Iteration 1F: 3 clusters Score -6653206 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 28205 members 
Entering Unmasked Estep 
Score: -6653741.500000 Penalty: 5410.208984
	Iteration 2Q: 3 clusters Score -6653742 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -6654232.000000 Penalty: 5410.208984
	Iteration 3Q: 3 clusters Score -6654232 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
Score: -6654733.500000 Penalty: 5410.208984
	Iteration 4Q: 3 clusters Score -6654734 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 30383 members 
Entering Unmasked Estep 
Score: -6655353.000000 Penalty: 5410.208984
	Iteration 5Q: 3 clusters Score -6655353 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 31863 members 
Entering Unmasked Estep 
Score: -6656166.500000 Penalty: 5410.208984
	Iteration 6Q: 3 clusters Score -6656166 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 33862 members 
Entering Unmasked Estep 
Score: -6657337.000000 Penalty: 5410.208984
	Iteration 7Q: 3 clusters Score -6657337 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 36481 members 
Entering Unmasked Estep 
Score: -6659075.000000 Penalty: 5410.208984
	Iteration 8F: 3 clusters Score -6659075 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 39623 members 
Entering Unmasked Estep 
Score: -6661406.000000 Penalty: 5410.208984
	Iteration 9F: 3 clusters Score -6661406 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 43051 members 
Entering Unmasked Estep 
Score: -6664199.000000 Penalty: 5410.208984
	Iteration 10F: 3 clusters Score -6664199 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 46303 members 
Entering Unmasked Estep 
Score: -6667022.000000 Penalty: 5410.208984
	Iteration 11F: 3 clusters Score -6667022 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 48912 members 
Entering Unmasked Estep 
Score: -6669267.500000 Penalty: 5410.208984
	Iteration 12Q: 3 clusters Score -6669268 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 50735 members 
Entering Unmasked Estep 
Score: -6670809.500000 Penalty: 5410.208984
	Iteration 13Q: 3 clusters Score -6670810 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 51926 members 
Entering Unmasked Estep 
Score: -6671824.500000 Penalty: 5410.208984
	Iteration 14Q: 3 clusters Score -6671824 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 52649 members 
Entering Unmasked Estep 
Score: -6672407.000000 Penalty: 5410.208984
	Iteration 15Q: 3 clusters Score -6672407 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 53109 members 
Entering Unmasked Estep 
Score: -6672752.000000 Penalty: 5410.208984
	Iteration 16Q: 3 clusters Score -6672752 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 53398 members 
Entering Unmasked Estep 
Score: -6672948.500000 Penalty: 5410.208984
	Iteration 17Q: 3 clusters Score -6672948 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 53615 members 
Entering Unmasked Estep 
Score: -6673109.500000 Penalty: 5410.208984
	Iteration 18Q: 3 clusters Score -6673110 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 53769 members 
Entering Unmasked Estep 
Score: -6673218.000000 Penalty: 5410.208984
	Iteration 19Q: 3 clusters Score -6673218 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 53870 members 
Entering Unmasked Estep 
Score: -6673275.500000 Penalty: 5410.208984
	Iteration 20F: 3 clusters Score -6673276 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 53935 members 
Entering Unmasked Estep 
Score: -6673313.500000 Penalty: 5410.208984
	Iteration 21Q: 3 clusters Score -6673314 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 53977 members 
Entering Unmasked Estep 
Score: -6673343.500000 Penalty: 5410.208984
	Iteration 22Q: 3 clusters Score -6673344 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 53996 members 
Entering Unmasked Estep 
Score: -6673353.500000 Penalty: 5410.208984
	Iteration 23Q: 3 clusters Score -6673354 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 54017 members 
Entering Unmasked Estep 
Score: -6673382.000000 Penalty: 5410.208984
	Iteration 24Q: 3 clusters Score -6673382 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 54039 members 
Entering Unmasked Estep 
Score: -6673388.500000 Penalty: 5410.208984
	Iteration 25Q: 3 clusters Score -6673388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 54048 members 
Entering Unmasked Estep 
Score: -6673407.500000 Penalty: 5410.208984
	Iteration 26Q: 3 clusters Score -6673408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 54058 members 
Entering Unmasked Estep 
Score: -6673411.000000 Penalty: 5410.208984
	Iteration 27Q: 3 clusters Score -6673411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 54064 members 
Entering Unmasked Estep 
Score: -6673417.500000 Penalty: 5410.208984
	Iteration 28Q: 3 clusters Score -6673418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 54067 members 
Entering Unmasked Estep 
Score: -6673420.500000 Penalty: 5410.208984
	Iteration 29Q: 3 clusters Score -6673420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 54074 members 
Entering Unmasked Estep 
Score: -6673427.000000 Penalty: 5410.208984
	Iteration 30Q: 3 clusters Score -6673427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 54079 members 
Entering Unmasked Estep 
Score: -6673432.000000 Penalty: 5410.208984
	Iteration 31Q: 3 clusters Score -6673432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 54080 members 
Entering Unmasked Estep 
Score: -6673433.000000 Penalty: 5410.208984
	Iteration 32Q: 3 clusters Score -6673433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 54084 members 
Entering Unmasked Estep 
Score: -6673433.000000 Penalty: 5410.208984
	Iteration 33Q: 3 clusters Score -6673433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 54088 members 
Entering Unmasked Estep 
Score: -6673435.500000 Penalty: 5410.208984
	Iteration 34Q: 3 clusters Score -6673436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 54090 members 
Entering Unmasked Estep 
Score: -6673427.000000 Penalty: 5410.208984
	Iteration 35Q: 3 clusters Score -6673427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 54092 members 
Entering Unmasked Estep 
Score: -6673434.000000 Penalty: 5410.208984
	Iteration 36Q: 3 clusters Score -6673434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 54094 members 
Entering Unmasked Estep 
Score: -6673440.500000 Penalty: 5410.208984
	Iteration 37Q: 3 clusters Score -6673440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 54094 members 
Entering Unmasked Estep 
Score: -6673440.500000 Penalty: 5410.208984
	Iteration 38F: 3 clusters Score -6673440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (20345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Entering Unmasked Estep 
Score: -2489195.250000 Penalty: 2460.306396
	Iteration 0F: 2 clusters Score -2489195 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 10169 members 
Entering Unmasked Estep 
Score: -2474846.750000 Penalty: 4920.612793
	Iteration 0F: 3 clusters Score -2474847 nChanged 8941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2479635.000000 Penalty: 4920.612793
	Iteration 1F: 3 clusters Score -2479635 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -2480039.250000 Penalty: 4920.612793
	Iteration 2F: 3 clusters Score -2480039 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -2480393.000000 Penalty: 4920.612793
	Iteration 3Q: 3 clusters Score -2480393 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -2480740.250000 Penalty: 4920.612793
	Iteration 4Q: 3 clusters Score -2480740 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -2481079.500000 Penalty: 4920.612793
	Iteration 5Q: 3 clusters Score -2481080 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -2481429.250000 Penalty: 4920.612793
	Iteration 6Q: 3 clusters Score -2481429 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -2481854.750000 Penalty: 4920.612793
	Iteration 7Q: 3 clusters Score -2481855 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -2482245.250000 Penalty: 4920.612793
	Iteration 8Q: 3 clusters Score -2482245 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -2482633.500000 Penalty: 4920.612793
	Iteration 9Q: 3 clusters Score -2482634 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -2483041.750000 Penalty: 4920.612793
	Iteration 10Q: 3 clusters Score -2483042 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -2483383.500000 Penalty: 4920.612793
	Iteration 11Q: 3 clusters Score -2483384 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -2483660.500000 Penalty: 4920.612793
	Iteration 12Q: 3 clusters Score -2483660 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -2483875.750000 Penalty: 4920.612793
	Iteration 13Q: 3 clusters Score -2483876 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -2484020.000000 Penalty: 4920.612793
	Iteration 14Q: 3 clusters Score -2484020 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -2484144.750000 Penalty: 4920.612793
	Iteration 15Q: 3 clusters Score -2484145 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -2484237.000000 Penalty: 4920.612793
	Iteration 16Q: 3 clusters Score -2484237 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -2484324.500000 Penalty: 4920.612793
	Iteration 17Q: 3 clusters Score -2484324 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -2484389.750000 Penalty: 4920.612793
	Iteration 18Q: 3 clusters Score -2484390 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -2484453.750000 Penalty: 4920.612793
	Iteration 19Q: 3 clusters Score -2484454 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -2484511.000000 Penalty: 4920.612793
	Iteration 20F: 3 clusters Score -2484511 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -2484585.750000 Penalty: 4920.612793
	Iteration 21Q: 3 clusters Score -2484586 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -2484671.500000 Penalty: 4920.612793
	Iteration 22Q: 3 clusters Score -2484672 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -2484759.000000 Penalty: 4920.612793
	Iteration 23Q: 3 clusters Score -2484759 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -2484831.500000 Penalty: 4920.612793
	Iteration 24Q: 3 clusters Score -2484832 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -2484925.500000 Penalty: 4920.612793
	Iteration 25Q: 3 clusters Score -2484926 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -2485019.750000 Penalty: 4920.612793
	Iteration 26Q: 3 clusters Score -2485020 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -2485111.750000 Penalty: 4920.612793
	Iteration 27Q: 3 clusters Score -2485112 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -2485245.250000 Penalty: 4920.612793
	Iteration 28Q: 3 clusters Score -2485245 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -2485362.750000 Penalty: 4920.612793
	Iteration 29Q: 3 clusters Score -2485363 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -2485513.750000 Penalty: 4920.612793
	Iteration 30Q: 3 clusters Score -2485514 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -2485672.250000 Penalty: 4920.612793
	Iteration 31Q: 3 clusters Score -2485672 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -2485834.000000 Penalty: 4920.612793
	Iteration 32Q: 3 clusters Score -2485834 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2485980.500000 Penalty: 4920.612793
	Iteration 33Q: 3 clusters Score -2485980 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2486131.250000 Penalty: 4920.612793
	Iteration 34Q: 3 clusters Score -2486131 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2486281.500000 Penalty: 4920.612793
	Iteration 35Q: 3 clusters Score -2486282 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2486426.750000 Penalty: 4920.612793
	Iteration 36Q: 3 clusters Score -2486427 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2486554.750000 Penalty: 4920.612793
	Iteration 37Q: 3 clusters Score -2486555 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2486656.750000 Penalty: 4920.612793
	Iteration 38Q: 3 clusters Score -2486657 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2486764.250000 Penalty: 4920.612793
	Iteration 39Q: 3 clusters Score -2486764 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2486844.750000 Penalty: 4920.612793
	Iteration 40F: 3 clusters Score -2486845 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2486917.500000 Penalty: 4920.612793
	Iteration 41Q: 3 clusters Score -2486918 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2486964.000000 Penalty: 4920.612793
	Iteration 42Q: 3 clusters Score -2486964 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2486995.250000 Penalty: 4920.612793
	Iteration 43Q: 3 clusters Score -2486995 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2487005.000000 Penalty: 4920.612793
	Iteration 44Q: 3 clusters Score -2487005 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2487023.750000 Penalty: 4920.612793
	Iteration 45Q: 3 clusters Score -2487024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2487045.500000 Penalty: 4920.612793
	Iteration 46Q: 3 clusters Score -2487046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2487053.000000 Penalty: 4920.612793
	Iteration 47Q: 3 clusters Score -2487053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2487059.250000 Penalty: 4920.612793
	Iteration 48Q: 3 clusters Score -2487059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2487070.000000 Penalty: 4920.612793
	Iteration 49Q: 3 clusters Score -2487070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2487083.500000 Penalty: 4920.612793
	Iteration 50Q: 3 clusters Score -2487084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2487095.250000 Penalty: 4920.612793
	Iteration 51Q: 3 clusters Score -2487095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2487098.500000 Penalty: 4920.612793
	Iteration 52Q: 3 clusters Score -2487098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2487103.750000 Penalty: 4920.612793
	Iteration 53Q: 3 clusters Score -2487104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2487109.250000 Penalty: 4920.612793
	Iteration 54Q: 3 clusters Score -2487109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2487110.500000 Penalty: 4920.612793
	Iteration 55Q: 3 clusters Score -2487110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2487109.000000 Penalty: 4920.612793
	Iteration 56Q: 3 clusters Score -2487109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2487109.000000 Penalty: 4920.612793
	Iteration 57F: 3 clusters Score -2487109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -50412.847656 Penalty: 1522.691406
	Iteration 0F: 2 clusters Score -50412.85 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 228 members 
Entering Unmasked Estep 
Score: -48938.589844 Penalty: 3045.382812
	Iteration 0F: 3 clusters Score -48938.59 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -49161.972656 Penalty: 3045.382812
	Iteration 1F: 3 clusters Score -49161.97 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -49225.703125 Penalty: 3045.382812
	Iteration 2Q: 3 clusters Score -49225.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -49273.484375 Penalty: 3045.382812
	Iteration 3Q: 3 clusters Score -49273.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -49295.574219 Penalty: 3045.382812
	Iteration 4Q: 3 clusters Score -49295.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -49308.945312 Penalty: 3045.382812
	Iteration 5Q: 3 clusters Score -49308.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -49333.207031 Penalty: 3045.382812
	Iteration 6Q: 3 clusters Score -49333.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -49346.847656 Penalty: 3045.382812
	Iteration 7Q: 3 clusters Score -49346.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -49354.878906 Penalty: 3045.382812
	Iteration 8Q: 3 clusters Score -49354.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -49358.558594 Penalty: 3045.382812
	Iteration 9Q: 3 clusters Score -49358.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -49362.273438 Penalty: 3045.382812
	Iteration 10Q: 3 clusters Score -49362.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -49365.289062 Penalty: 3045.382812
	Iteration 11Q: 3 clusters Score -49365.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -49365.289062 Penalty: 3045.382812
	Iteration 12F: 3 clusters Score -49365.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (131338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131338 members 
Entering Unmasked Estep 
Score: -15975420.000000 Penalty: 2922.811279
	Iteration 0F: 2 clusters Score -1.597542e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65848 members 
Mstep: Class 2 contains 65490 members 
Entering Unmasked Estep 
Score: -15887691.000000 Penalty: 5845.622559
	Iteration 0F: 3 clusters Score -1.588769e+07 nChanged 62448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67564 members 
Mstep: Class 2 contains 63774 members 
Entering Unmasked Estep 
Score: -15923499.000000 Penalty: 5845.622559
	Iteration 1F: 3 clusters Score -1.59235e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68651 members 
Mstep: Class 2 contains 62687 members 
Entering Unmasked Estep 
Score: -15924464.000000 Penalty: 5845.622559
	Iteration 2Q: 3 clusters Score -1.592446e+07 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70510 members 
Mstep: Class 2 contains 60828 members 
Entering Unmasked Estep 
Score: -15925568.000000 Penalty: 5845.622559
	Iteration 3Q: 3 clusters Score -1.592557e+07 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73302 members 
Mstep: Class 2 contains 58036 members 
Entering Unmasked Estep 
Score: -15927106.000000 Penalty: 5845.622559
	Iteration 4Q: 3 clusters Score -1.592711e+07 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77429 members 
Mstep: Class 2 contains 53909 members 
Entering Unmasked Estep 
Score: -15929292.000000 Penalty: 5845.622559
	Iteration 5Q: 3 clusters Score -1.592929e+07 nChanged 6813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83450 members 
Mstep: Class 2 contains 47888 members 
Entering Unmasked Estep 
Score: -15932927.000000 Penalty: 5845.622559
	Iteration 6F: 3 clusters Score -1.593293e+07 nChanged 8639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91603 members 
Mstep: Class 2 contains 39735 members 
Entering Unmasked Estep 
Score: -15938641.000000 Penalty: 5845.622559
	Iteration 7F: 3 clusters Score -1.593864e+07 nChanged 10034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101433 members 
Mstep: Class 2 contains 29905 members 
Entering Unmasked Estep 
Score: -15946545.000000 Penalty: 5845.622559
	Iteration 8F: 3 clusters Score -1.594654e+07 nChanged 10359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111700 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -15955689.000000 Penalty: 5845.622559
	Iteration 9F: 3 clusters Score -1.595569e+07 nChanged 8631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120313 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -15963606.000000 Penalty: 5845.622559
	Iteration 10F: 3 clusters Score -1.596361e+07 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125980 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -15968815.000000 Penalty: 5845.622559
	Iteration 11Q: 3 clusters Score -1.596882e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128899 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -15971250.000000 Penalty: 5845.622559
	Iteration 12Q: 3 clusters Score -1.597125e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130084 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -15972169.000000 Penalty: 5845.622559
	Iteration 13Q: 3 clusters Score -1.597217e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130529 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -15972480.000000 Penalty: 5845.622559
	Iteration 14Q: 3 clusters Score -1.597248e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130714 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -15972677.000000 Penalty: 5845.622559
	Iteration 15Q: 3 clusters Score -1.597268e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130798 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -15972752.000000 Penalty: 5845.622559
	Iteration 16Q: 3 clusters Score -1.597275e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130828 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -15972818.000000 Penalty: 5845.622559
	Iteration 17Q: 3 clusters Score -1.597282e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130858 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -15972874.000000 Penalty: 5845.622559
	Iteration 18Q: 3 clusters Score -1.597287e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130869 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -15972899.000000 Penalty: 5845.622559
	Iteration 19Q: 3 clusters Score -1.59729e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130876 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -15972910.000000 Penalty: 5845.622559
	Iteration 20F: 3 clusters Score -1.597291e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130880 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -15972928.000000 Penalty: 5845.622559
	Iteration 21Q: 3 clusters Score -1.597293e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130889 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -15972940.000000 Penalty: 5845.622559
	Iteration 22Q: 3 clusters Score -1.597294e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130900 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -15972944.000000 Penalty: 5845.622559
	Iteration 23Q: 3 clusters Score -1.597294e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130907 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -15972945.000000 Penalty: 5845.622559
	Iteration 24Q: 3 clusters Score -1.597294e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130913 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -15972967.000000 Penalty: 5845.622559
	Iteration 25Q: 3 clusters Score -1.597297e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130914 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -15972952.000000 Penalty: 5845.622559
	Iteration 26Q: 3 clusters Score -1.597295e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130916 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -15972964.000000 Penalty: 5845.622559
	Iteration 27Q: 3 clusters Score -1.597296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130922 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -15972972.000000 Penalty: 5845.622559
	Iteration 28Q: 3 clusters Score -1.597297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130923 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -15972968.000000 Penalty: 5845.622559
	Iteration 29Q: 3 clusters Score -1.597297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130924 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -15972957.000000 Penalty: 5845.622559
	Iteration 30Q: 3 clusters Score -1.597296e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130924 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -15972957.000000 Penalty: 5845.622559
	Iteration 31F: 3 clusters Score -1.597296e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (231548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231548 members 
Entering Unmasked Estep 
Score: -28448030.000000 Penalty: 3063.430664
	Iteration 0F: 2 clusters Score -2.844803e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115793 members 
Mstep: Class 2 contains 115755 members 
Entering Unmasked Estep 
Score: -28299486.000000 Penalty: 6126.861328
	Iteration 0F: 3 clusters Score -2.829949e+07 nChanged 111554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116313 members 
Mstep: Class 2 contains 115235 members 
Entering Unmasked Estep 
Score: -28364938.000000 Penalty: 6126.861328
	Iteration 1F: 3 clusters Score -2.836494e+07 nChanged 6414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116883 members 
Mstep: Class 2 contains 114665 members 
Entering Unmasked Estep 
Score: -28366232.000000 Penalty: 6126.861328
	Iteration 2Q: 3 clusters Score -2.836623e+07 nChanged 6738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117735 members 
Mstep: Class 2 contains 113813 members 
Entering Unmasked Estep 
Score: -28367738.000000 Penalty: 6126.861328
	Iteration 3Q: 3 clusters Score -2.836774e+07 nChanged 7492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118951 members 
Mstep: Class 2 contains 112597 members 
Entering Unmasked Estep 
Score: -28369622.000000 Penalty: 6126.861328
	Iteration 4Q: 3 clusters Score -2.836962e+07 nChanged 8619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120798 members 
Mstep: Class 2 contains 110750 members 
Entering Unmasked Estep 
Score: -28372626.000000 Penalty: 6126.861328
	Iteration 5Q: 3 clusters Score -2.837263e+07 nChanged 10335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123389 members 
Mstep: Class 2 contains 108159 members 
Entering Unmasked Estep 
Score: -28377268.000000 Penalty: 6126.861328
	Iteration 6Q: 3 clusters Score -2.837727e+07 nChanged 12490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126635 members 
Mstep: Class 2 contains 104913 members 
Entering Unmasked Estep 
Score: -28384986.000000 Penalty: 6126.861328
	Iteration 7F: 3 clusters Score -2.838499e+07 nChanged 14817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130312 members 
Mstep: Class 2 contains 101236 members 
Entering Unmasked Estep 
Score: -28396138.000000 Penalty: 6126.861328
	Iteration 8F: 3 clusters Score -2.839614e+07 nChanged 16221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133093 members 
Mstep: Class 2 contains 98455 members 
Entering Unmasked Estep 
Score: -28411724.000000 Penalty: 6126.861328
	Iteration 9F: 3 clusters Score -2.841172e+07 nChanged 15689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134168 members 
Mstep: Class 2 contains 97380 members 
Entering Unmasked Estep 
Score: -28426556.000000 Penalty: 6126.861328
	Iteration 10F: 3 clusters Score -2.842656e+07 nChanged 11796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134348 members 
Mstep: Class 2 contains 97200 members 
Entering Unmasked Estep 
Score: -28434606.000000 Penalty: 6126.861328
	Iteration 11F: 3 clusters Score -2.843461e+07 nChanged 7191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134629 members 
Mstep: Class 2 contains 96919 members 
Entering Unmasked Estep 
Score: -28438580.000000 Penalty: 6126.861328
	Iteration 12Q: 3 clusters Score -2.843858e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135008 members 
Mstep: Class 2 contains 96540 members 
Entering Unmasked Estep 
Score: -28440762.000000 Penalty: 6126.861328
	Iteration 13Q: 3 clusters Score -2.844076e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135323 members 
Mstep: Class 2 contains 96225 members 
Entering Unmasked Estep 
Score: -28442154.000000 Penalty: 6126.861328
	Iteration 14Q: 3 clusters Score -2.844215e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135566 members 
Mstep: Class 2 contains 95982 members 
Entering Unmasked Estep 
Score: -28442962.000000 Penalty: 6126.861328
	Iteration 15Q: 3 clusters Score -2.844296e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135844 members 
Mstep: Class 2 contains 95704 members 
Entering Unmasked Estep 
Score: -28443604.000000 Penalty: 6126.861328
	Iteration 16Q: 3 clusters Score -2.84436e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136094 members 
Mstep: Class 2 contains 95454 members 
Entering Unmasked Estep 
Score: -28444034.000000 Penalty: 6126.861328
	Iteration 17Q: 3 clusters Score -2.844403e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136351 members 
Mstep: Class 2 contains 95197 members 
Entering Unmasked Estep 
Score: -28444346.000000 Penalty: 6126.861328
	Iteration 18Q: 3 clusters Score -2.844435e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136652 members 
Mstep: Class 2 contains 94896 members 
Entering Unmasked Estep 
Score: -28444432.000000 Penalty: 6126.861328
	Iteration 19Q: 3 clusters Score -2.844443e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137018 members 
Mstep: Class 2 contains 94530 members 
Entering Unmasked Estep 
Score: -28444512.000000 Penalty: 6126.861328
	Iteration 20F: 3 clusters Score -2.844451e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137347 members 
Mstep: Class 2 contains 94201 members 
Entering Unmasked Estep 
Score: -28444534.000000 Penalty: 6126.861328
	Iteration 21Q: 3 clusters Score -2.844453e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137656 members 
Mstep: Class 2 contains 93892 members 
Entering Unmasked Estep 
Score: -28444544.000000 Penalty: 6126.861328
	Iteration 22Q: 3 clusters Score -2.844454e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137971 members 
Mstep: Class 2 contains 93577 members 
Entering Unmasked Estep 
Score: -28444566.000000 Penalty: 6126.861328
	Iteration 23Q: 3 clusters Score -2.844457e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138247 members 
Mstep: Class 2 contains 93301 members 
Entering Unmasked Estep 
Score: -28444580.000000 Penalty: 6126.861328
	Iteration 24Q: 3 clusters Score -2.844458e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138516 members 
Mstep: Class 2 contains 93032 members 
Entering Unmasked Estep 
Score: -28444578.000000 Penalty: 6126.861328
	Iteration 25Q: 3 clusters Score -2.844458e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138785 members 
Mstep: Class 2 contains 92763 members 
Entering Unmasked Estep 
Score: -28444568.000000 Penalty: 6126.861328
	Iteration 26Q: 3 clusters Score -2.844457e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139040 members 
Mstep: Class 2 contains 92508 members 
Entering Unmasked Estep 
Score: -28444540.000000 Penalty: 6126.861328
	Iteration 27Q: 3 clusters Score -2.844454e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139301 members 
Mstep: Class 2 contains 92247 members 
Entering Unmasked Estep 
Score: -28444590.000000 Penalty: 6126.861328
	Iteration 28Q: 3 clusters Score -2.844459e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139535 members 
Mstep: Class 2 contains 92013 members 
Entering Unmasked Estep 
Score: -28444610.000000 Penalty: 6126.861328
	Iteration 29Q: 3 clusters Score -2.844461e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139772 members 
Mstep: Class 2 contains 91776 members 
Entering Unmasked Estep 
Score: -28444606.000000 Penalty: 6126.861328
	Iteration 30Q: 3 clusters Score -2.844461e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140011 members 
Mstep: Class 2 contains 91537 members 
Entering Unmasked Estep 
Score: -28444604.000000 Penalty: 6126.861328
	Iteration 31Q: 3 clusters Score -2.84446e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140234 members 
Mstep: Class 2 contains 91314 members 
Entering Unmasked Estep 
Score: -28444628.000000 Penalty: 6126.861328
	Iteration 32Q: 3 clusters Score -2.844463e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140452 members 
Mstep: Class 2 contains 91096 members 
Entering Unmasked Estep 
Score: -28444620.000000 Penalty: 6126.861328
	Iteration 33Q: 3 clusters Score -2.844462e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140643 members 
Mstep: Class 2 contains 90905 members 
Entering Unmasked Estep 
Score: -28444640.000000 Penalty: 6126.861328
	Iteration 34Q: 3 clusters Score -2.844464e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140816 members 
Mstep: Class 2 contains 90732 members 
Entering Unmasked Estep 
Score: -28444656.000000 Penalty: 6126.861328
	Iteration 35Q: 3 clusters Score -2.844466e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141009 members 
Mstep: Class 2 contains 90539 members 
Entering Unmasked Estep 
Score: -28444646.000000 Penalty: 6126.861328
	Iteration 36Q: 3 clusters Score -2.844465e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141189 members 
Mstep: Class 2 contains 90359 members 
Entering Unmasked Estep 
Score: -28444644.000000 Penalty: 6126.861328
	Iteration 37Q: 3 clusters Score -2.844464e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141349 members 
Mstep: Class 2 contains 90199 members 
Entering Unmasked Estep 
Score: -28444672.000000 Penalty: 6126.861328
	Iteration 38Q: 3 clusters Score -2.844467e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141487 members 
Mstep: Class 2 contains 90061 members 
Entering Unmasked Estep 
Score: -28444690.000000 Penalty: 6126.861328
	Iteration 39Q: 3 clusters Score -2.844469e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141627 members 
Mstep: Class 2 contains 89921 members 
Entering Unmasked Estep 
Score: -28444734.000000 Penalty: 6126.861328
	Iteration 40F: 3 clusters Score -2.844473e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141744 members 
Mstep: Class 2 contains 89804 members 
Entering Unmasked Estep 
Score: -28444758.000000 Penalty: 6126.861328
	Iteration 41Q: 3 clusters Score -2.844476e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141848 members 
Mstep: Class 2 contains 89700 members 
Entering Unmasked Estep 
Score: -28444762.000000 Penalty: 6126.861328
	Iteration 42Q: 3 clusters Score -2.844476e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141956 members 
Mstep: Class 2 contains 89592 members 
Entering Unmasked Estep 
Score: -28444788.000000 Penalty: 6126.861328
	Iteration 43Q: 3 clusters Score -2.844479e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142057 members 
Mstep: Class 2 contains 89491 members 
Entering Unmasked Estep 
Score: -28444754.000000 Penalty: 6126.861328
	Iteration 44Q: 3 clusters Score -2.844475e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142164 members 
Mstep: Class 2 contains 89384 members 
Entering Unmasked Estep 
Score: -28444738.000000 Penalty: 6126.861328
	Iteration 45Q: 3 clusters Score -2.844474e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142254 members 
Mstep: Class 2 contains 89294 members 
Entering Unmasked Estep 
Score: -28444762.000000 Penalty: 6126.861328
	Iteration 46Q: 3 clusters Score -2.844476e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142341 members 
Mstep: Class 2 contains 89207 members 
Entering Unmasked Estep 
Score: -28444792.000000 Penalty: 6126.861328
	Iteration 47Q: 3 clusters Score -2.844479e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142433 members 
Mstep: Class 2 contains 89115 members 
Entering Unmasked Estep 
Score: -28444788.000000 Penalty: 6126.861328
	Iteration 48Q: 3 clusters Score -2.844479e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142520 members 
Mstep: Class 2 contains 89028 members 
Entering Unmasked Estep 
Score: -28444796.000000 Penalty: 6126.861328
	Iteration 49Q: 3 clusters Score -2.84448e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142596 members 
Mstep: Class 2 contains 88952 members 
Entering Unmasked Estep 
Score: -28444736.000000 Penalty: 6126.861328
	Iteration 50Q: 3 clusters Score -2.844474e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142681 members 
Mstep: Class 2 contains 88867 members 
Entering Unmasked Estep 
Score: -28444708.000000 Penalty: 6126.861328
	Iteration 51Q: 3 clusters Score -2.844471e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142785 members 
Mstep: Class 2 contains 88763 members 
Entering Unmasked Estep 
Score: -28444730.000000 Penalty: 6126.861328
	Iteration 52Q: 3 clusters Score -2.844473e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142896 members 
Mstep: Class 2 contains 88652 members 
Entering Unmasked Estep 
Score: -28444722.000000 Penalty: 6126.861328
	Iteration 53Q: 3 clusters Score -2.844472e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143007 members 
Mstep: Class 2 contains 88541 members 
Entering Unmasked Estep 
Score: -28444670.000000 Penalty: 6126.861328
	Iteration 54Q: 3 clusters Score -2.844467e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143132 members 
Mstep: Class 2 contains 88416 members 
Entering Unmasked Estep 
Score: -28444674.000000 Penalty: 6126.861328
	Iteration 55Q: 3 clusters Score -2.844467e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143251 members 
Mstep: Class 2 contains 88297 members 
Entering Unmasked Estep 
Score: -28444664.000000 Penalty: 6126.861328
	Iteration 56Q: 3 clusters Score -2.844466e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143377 members 
Mstep: Class 2 contains 88171 members 
Entering Unmasked Estep 
Score: -28444694.000000 Penalty: 6126.861328
	Iteration 57Q: 3 clusters Score -2.844469e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143498 members 
Mstep: Class 2 contains 88050 members 
Entering Unmasked Estep 
Score: -28444722.000000 Penalty: 6126.861328
	Iteration 58Q: 3 clusters Score -2.844472e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143614 members 
Mstep: Class 2 contains 87934 members 
Entering Unmasked Estep 
Score: -28444670.000000 Penalty: 6126.861328
	Iteration 59Q: 3 clusters Score -2.844467e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143739 members 
Mstep: Class 2 contains 87809 members 
Entering Unmasked Estep 
Score: -28444736.000000 Penalty: 6126.861328
	Iteration 60F: 3 clusters Score -2.844474e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143852 members 
Mstep: Class 2 contains 87696 members 
Entering Unmasked Estep 
Score: -28444778.000000 Penalty: 6126.861328
	Iteration 61Q: 3 clusters Score -2.844478e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143976 members 
Mstep: Class 2 contains 87572 members 
Entering Unmasked Estep 
Score: -28444814.000000 Penalty: 6126.861328
	Iteration 62Q: 3 clusters Score -2.844481e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144099 members 
Mstep: Class 2 contains 87449 members 
Entering Unmasked Estep 
Score: -28444788.000000 Penalty: 6126.861328
	Iteration 63Q: 3 clusters Score -2.844479e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144193 members 
Mstep: Class 2 contains 87355 members 
Entering Unmasked Estep 
Score: -28444770.000000 Penalty: 6126.861328
	Iteration 64Q: 3 clusters Score -2.844477e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144286 members 
Mstep: Class 2 contains 87262 members 
Entering Unmasked Estep 
Score: -28444796.000000 Penalty: 6126.861328
	Iteration 65Q: 3 clusters Score -2.84448e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144364 members 
Mstep: Class 2 contains 87184 members 
Entering Unmasked Estep 
Score: -28444768.000000 Penalty: 6126.861328
	Iteration 66Q: 3 clusters Score -2.844477e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144418 members 
Mstep: Class 2 contains 87130 members 
Entering Unmasked Estep 
Score: -28444766.000000 Penalty: 6126.861328
	Iteration 67Q: 3 clusters Score -2.844477e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144490 members 
Mstep: Class 2 contains 87058 members 
Entering Unmasked Estep 
Score: -28444744.000000 Penalty: 6126.861328
	Iteration 68Q: 3 clusters Score -2.844474e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144585 members 
Mstep: Class 2 contains 86963 members 
Entering Unmasked Estep 
Score: -28444786.000000 Penalty: 6126.861328
	Iteration 69Q: 3 clusters Score -2.844479e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144678 members 
Mstep: Class 2 contains 86870 members 
Entering Unmasked Estep 
Score: -28444814.000000 Penalty: 6126.861328
	Iteration 70Q: 3 clusters Score -2.844481e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144751 members 
Mstep: Class 2 contains 86797 members 
Entering Unmasked Estep 
Score: -28444814.000000 Penalty: 6126.861328
	Iteration 71Q: 3 clusters Score -2.844481e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144824 members 
Mstep: Class 2 contains 86724 members 
Entering Unmasked Estep 
Score: -28444804.000000 Penalty: 6126.861328
	Iteration 72Q: 3 clusters Score -2.84448e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144903 members 
Mstep: Class 2 contains 86645 members 
Entering Unmasked Estep 
Score: -28444846.000000 Penalty: 6126.861328
	Iteration 73Q: 3 clusters Score -2.844485e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144981 members 
Mstep: Class 2 contains 86567 members 
Entering Unmasked Estep 
Score: -28444832.000000 Penalty: 6126.861328
	Iteration 74Q: 3 clusters Score -2.844483e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145040 members 
Mstep: Class 2 contains 86508 members 
Entering Unmasked Estep 
Score: -28444846.000000 Penalty: 6126.861328
	Iteration 75Q: 3 clusters Score -2.844485e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145111 members 
Mstep: Class 2 contains 86437 members 
Entering Unmasked Estep 
Score: -28444874.000000 Penalty: 6126.861328
	Iteration 76Q: 3 clusters Score -2.844487e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145188 members 
Mstep: Class 2 contains 86360 members 
Entering Unmasked Estep 
Score: -28444854.000000 Penalty: 6126.861328
	Iteration 77Q: 3 clusters Score -2.844485e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145237 members 
Mstep: Class 2 contains 86311 members 
Entering Unmasked Estep 
Score: -28444848.000000 Penalty: 6126.861328
	Iteration 78Q: 3 clusters Score -2.844485e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145279 members 
Mstep: Class 2 contains 86269 members 
Entering Unmasked Estep 
Score: -28444828.000000 Penalty: 6126.861328
	Iteration 79Q: 3 clusters Score -2.844483e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145321 members 
Mstep: Class 2 contains 86227 members 
Entering Unmasked Estep 
Score: -28444816.000000 Penalty: 6126.861328
	Iteration 80F: 3 clusters Score -2.844482e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145356 members 
Mstep: Class 2 contains 86192 members 
Entering Unmasked Estep 
Score: -28444802.000000 Penalty: 6126.861328
	Iteration 81Q: 3 clusters Score -2.84448e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145390 members 
Mstep: Class 2 contains 86158 members 
Entering Unmasked Estep 
Score: -28444810.000000 Penalty: 6126.861328
	Iteration 82Q: 3 clusters Score -2.844481e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145422 members 
Mstep: Class 2 contains 86126 members 
Entering Unmasked Estep 
Score: -28444818.000000 Penalty: 6126.861328
	Iteration 83Q: 3 clusters Score -2.844482e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145455 members 
Mstep: Class 2 contains 86093 members 
Entering Unmasked Estep 
Score: -28444820.000000 Penalty: 6126.861328
	Iteration 84Q: 3 clusters Score -2.844482e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145491 members 
Mstep: Class 2 contains 86057 members 
Entering Unmasked Estep 
Score: -28444832.000000 Penalty: 6126.861328
	Iteration 85Q: 3 clusters Score -2.844483e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145521 members 
Mstep: Class 2 contains 86027 members 
Entering Unmasked Estep 
Score: -28444798.000000 Penalty: 6126.861328
	Iteration 86Q: 3 clusters Score -2.84448e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145550 members 
Mstep: Class 2 contains 85998 members 
Entering Unmasked Estep 
Score: -28444774.000000 Penalty: 6126.861328
	Iteration 87Q: 3 clusters Score -2.844477e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145586 members 
Mstep: Class 2 contains 85962 members 
Entering Unmasked Estep 
Score: -28444810.000000 Penalty: 6126.861328
	Iteration 88Q: 3 clusters Score -2.844481e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145614 members 
Mstep: Class 2 contains 85934 members 
Entering Unmasked Estep 
Score: -28444802.000000 Penalty: 6126.861328
	Iteration 89Q: 3 clusters Score -2.84448e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145641 members 
Mstep: Class 2 contains 85907 members 
Entering Unmasked Estep 
Score: -28444778.000000 Penalty: 6126.861328
	Iteration 90Q: 3 clusters Score -2.844478e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145664 members 
Mstep: Class 2 contains 85884 members 
Entering Unmasked Estep 
Score: -28444788.000000 Penalty: 6126.861328
	Iteration 91Q: 3 clusters Score -2.844479e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145682 members 
Mstep: Class 2 contains 85866 members 
Entering Unmasked Estep 
Score: -28444822.000000 Penalty: 6126.861328
	Iteration 92Q: 3 clusters Score -2.844482e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145698 members 
Mstep: Class 2 contains 85850 members 
Entering Unmasked Estep 
Score: -28444782.000000 Penalty: 6126.861328
	Iteration 93Q: 3 clusters Score -2.844478e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145712 members 
Mstep: Class 2 contains 85836 members 
Entering Unmasked Estep 
Score: -28444806.000000 Penalty: 6126.861328
	Iteration 94Q: 3 clusters Score -2.844481e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145723 members 
Mstep: Class 2 contains 85825 members 
Entering Unmasked Estep 
Score: -28444810.000000 Penalty: 6126.861328
	Iteration 95Q: 3 clusters Score -2.844481e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145734 members 
Mstep: Class 2 contains 85814 members 
Entering Unmasked Estep 
Score: -28444816.000000 Penalty: 6126.861328
	Iteration 96Q: 3 clusters Score -2.844482e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145741 members 
Mstep: Class 2 contains 85807 members 
Entering Unmasked Estep 
Score: -28444830.000000 Penalty: 6126.861328
	Iteration 97Q: 3 clusters Score -2.844483e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145749 members 
Mstep: Class 2 contains 85799 members 
Entering Unmasked Estep 
Score: -28444818.000000 Penalty: 6126.861328
	Iteration 98Q: 3 clusters Score -2.844482e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145754 members 
Mstep: Class 2 contains 85794 members 
Entering Unmasked Estep 
Score: -28444820.000000 Penalty: 6126.861328
	Iteration 99Q: 3 clusters Score -2.844482e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145759 members 
Mstep: Class 2 contains 85789 members 
Entering Unmasked Estep 
Score: -28444806.000000 Penalty: 6126.861328
	Iteration 100F: 3 clusters Score -2.844481e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145768 members 
Mstep: Class 2 contains 85780 members 
Entering Unmasked Estep 
Score: -28444812.000000 Penalty: 6126.861328
	Iteration 101Q: 3 clusters Score -2.844481e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145778 members 
Mstep: Class 2 contains 85770 members 
Entering Unmasked Estep 
Score: -28444796.000000 Penalty: 6126.861328
	Iteration 102Q: 3 clusters Score -2.84448e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145787 members 
Mstep: Class 2 contains 85761 members 
Entering Unmasked Estep 
Score: -28444816.000000 Penalty: 6126.861328
	Iteration 103Q: 3 clusters Score -2.844482e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145794 members 
Mstep: Class 2 contains 85754 members 
Entering Unmasked Estep 
Score: -28444806.000000 Penalty: 6126.861328
	Iteration 104Q: 3 clusters Score -2.844481e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145800 members 
Mstep: Class 2 contains 85748 members 
Entering Unmasked Estep 
Score: -28444814.000000 Penalty: 6126.861328
	Iteration 105Q: 3 clusters Score -2.844481e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145807 members 
Mstep: Class 2 contains 85741 members 
Entering Unmasked Estep 
Score: -28444802.000000 Penalty: 6126.861328
	Iteration 106Q: 3 clusters Score -2.84448e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145817 members 
Mstep: Class 2 contains 85731 members 
Entering Unmasked Estep 
Score: -28444794.000000 Penalty: 6126.861328
	Iteration 107Q: 3 clusters Score -2.844479e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145827 members 
Mstep: Class 2 contains 85721 members 
Entering Unmasked Estep 
Score: -28444790.000000 Penalty: 6126.861328
	Iteration 108Q: 3 clusters Score -2.844479e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145839 members 
Mstep: Class 2 contains 85709 members 
Entering Unmasked Estep 
Score: -28444818.000000 Penalty: 6126.861328
	Iteration 109Q: 3 clusters Score -2.844482e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145851 members 
Mstep: Class 2 contains 85697 members 
Entering Unmasked Estep 
Score: -28444792.000000 Penalty: 6126.861328
	Iteration 110Q: 3 clusters Score -2.844479e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145864 members 
Mstep: Class 2 contains 85684 members 
Entering Unmasked Estep 
Score: -28444810.000000 Penalty: 6126.861328
	Iteration 111Q: 3 clusters Score -2.844481e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145875 members 
Mstep: Class 2 contains 85673 members 
Entering Unmasked Estep 
Score: -28444820.000000 Penalty: 6126.861328
	Iteration 112Q: 3 clusters Score -2.844482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145881 members 
Mstep: Class 2 contains 85667 members 
Entering Unmasked Estep 
Score: -28444804.000000 Penalty: 6126.861328
	Iteration 113Q: 3 clusters Score -2.84448e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145896 members 
Mstep: Class 2 contains 85652 members 
Entering Unmasked Estep 
Score: -28444792.000000 Penalty: 6126.861328
	Iteration 114Q: 3 clusters Score -2.844479e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145918 members 
Mstep: Class 2 contains 85630 members 
Entering Unmasked Estep 
Score: -28444782.000000 Penalty: 6126.861328
	Iteration 115Q: 3 clusters Score -2.844478e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145942 members 
Mstep: Class 2 contains 85606 members 
Entering Unmasked Estep 
Score: -28444804.000000 Penalty: 6126.861328
	Iteration 116Q: 3 clusters Score -2.84448e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145965 members 
Mstep: Class 2 contains 85583 members 
Entering Unmasked Estep 
Score: -28444802.000000 Penalty: 6126.861328
	Iteration 117Q: 3 clusters Score -2.84448e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145992 members 
Mstep: Class 2 contains 85556 members 
Entering Unmasked Estep 
Score: -28444842.000000 Penalty: 6126.861328
	Iteration 118Q: 3 clusters Score -2.844484e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146021 members 
Mstep: Class 2 contains 85527 members 
Entering Unmasked Estep 
Score: -28444842.000000 Penalty: 6126.861328
	Iteration 119Q: 3 clusters Score -2.844484e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146036 members 
Mstep: Class 2 contains 85512 members 
Entering Unmasked Estep 
Score: -28444860.000000 Penalty: 6126.861328
	Iteration 120F: 3 clusters Score -2.844486e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146051 members 
Mstep: Class 2 contains 85497 members 
Entering Unmasked Estep 
Score: -28444848.000000 Penalty: 6126.861328
	Iteration 121Q: 3 clusters Score -2.844485e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146062 members 
Mstep: Class 2 contains 85486 members 
Entering Unmasked Estep 
Score: -28444844.000000 Penalty: 6126.861328
	Iteration 122Q: 3 clusters Score -2.844484e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146082 members 
Mstep: Class 2 contains 85466 members 
Entering Unmasked Estep 
Score: -28444850.000000 Penalty: 6126.861328
	Iteration 123Q: 3 clusters Score -2.844485e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146101 members 
Mstep: Class 2 contains 85447 members 
Entering Unmasked Estep 
Score: -28444840.000000 Penalty: 6126.861328
	Iteration 124Q: 3 clusters Score -2.844484e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146119 members 
Mstep: Class 2 contains 85429 members 
Entering Unmasked Estep 
Score: -28444842.000000 Penalty: 6126.861328
	Iteration 125Q: 3 clusters Score -2.844484e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146137 members 
Mstep: Class 2 contains 85411 members 
Entering Unmasked Estep 
Score: -28444856.000000 Penalty: 6126.861328
	Iteration 126Q: 3 clusters Score -2.844486e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146156 members 
Mstep: Class 2 contains 85392 members 
Entering Unmasked Estep 
Score: -28444844.000000 Penalty: 6126.861328
	Iteration 127Q: 3 clusters Score -2.844484e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146166 members 
Mstep: Class 2 contains 85382 members 
Entering Unmasked Estep 
Score: -28444862.000000 Penalty: 6126.861328
	Iteration 128Q: 3 clusters Score -2.844486e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146178 members 
Mstep: Class 2 contains 85370 members 
Entering Unmasked Estep 
Score: -28444844.000000 Penalty: 6126.861328
	Iteration 129Q: 3 clusters Score -2.844484e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146192 members 
Mstep: Class 2 contains 85356 members 
Entering Unmasked Estep 
Score: -28444858.000000 Penalty: 6126.861328
	Iteration 130Q: 3 clusters Score -2.844486e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146206 members 
Mstep: Class 2 contains 85342 members 
Entering Unmasked Estep 
Score: -28444856.000000 Penalty: 6126.861328
	Iteration 131Q: 3 clusters Score -2.844486e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146214 members 
Mstep: Class 2 contains 85334 members 
Entering Unmasked Estep 
Score: -28444866.000000 Penalty: 6126.861328
	Iteration 132Q: 3 clusters Score -2.844487e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146223 members 
Mstep: Class 2 contains 85325 members 
Entering Unmasked Estep 
Score: -28444878.000000 Penalty: 6126.861328
	Iteration 133Q: 3 clusters Score -2.844488e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146233 members 
Mstep: Class 2 contains 85315 members 
Entering Unmasked Estep 
Score: -28444882.000000 Penalty: 6126.861328
	Iteration 134Q: 3 clusters Score -2.844488e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146242 members 
Mstep: Class 2 contains 85306 members 
Entering Unmasked Estep 
Score: -28444866.000000 Penalty: 6126.861328
	Iteration 135Q: 3 clusters Score -2.844487e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146250 members 
Mstep: Class 2 contains 85298 members 
Entering Unmasked Estep 
Score: -28444872.000000 Penalty: 6126.861328
	Iteration 136Q: 3 clusters Score -2.844487e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146257 members 
Mstep: Class 2 contains 85291 members 
Entering Unmasked Estep 
Score: -28444892.000000 Penalty: 6126.861328
	Iteration 137Q: 3 clusters Score -2.844489e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146260 members 
Mstep: Class 2 contains 85288 members 
Entering Unmasked Estep 
Score: -28444888.000000 Penalty: 6126.861328
	Iteration 138Q: 3 clusters Score -2.844489e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146263 members 
Mstep: Class 2 contains 85285 members 
Entering Unmasked Estep 
Score: -28444868.000000 Penalty: 6126.861328
	Iteration 139Q: 3 clusters Score -2.844487e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146266 members 
Mstep: Class 2 contains 85282 members 
Entering Unmasked Estep 
Score: -28444880.000000 Penalty: 6126.861328
	Iteration 140F: 3 clusters Score -2.844488e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146269 members 
Mstep: Class 2 contains 85279 members 
Entering Unmasked Estep 
Score: -28444880.000000 Penalty: 6126.861328
	Iteration 141Q: 3 clusters Score -2.844488e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146277 members 
Mstep: Class 2 contains 85271 members 
Entering Unmasked Estep 
Score: -28444842.000000 Penalty: 6126.861328
	Iteration 142Q: 3 clusters Score -2.844484e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146285 members 
Mstep: Class 2 contains 85263 members 
Entering Unmasked Estep 
Score: -28444852.000000 Penalty: 6126.861328
	Iteration 143Q: 3 clusters Score -2.844485e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146296 members 
Mstep: Class 2 contains 85252 members 
Entering Unmasked Estep 
Score: -28444864.000000 Penalty: 6126.861328
	Iteration 144Q: 3 clusters Score -2.844486e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146306 members 
Mstep: Class 2 contains 85242 members 
Entering Unmasked Estep 
Score: -28444854.000000 Penalty: 6126.861328
	Iteration 145Q: 3 clusters Score -2.844485e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146316 members 
Mstep: Class 2 contains 85232 members 
Entering Unmasked Estep 
Score: -28444854.000000 Penalty: 6126.861328
	Iteration 146Q: 3 clusters Score -2.844485e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146324 members 
Mstep: Class 2 contains 85224 members 
Entering Unmasked Estep 
Score: -28444840.000000 Penalty: 6126.861328
	Iteration 147Q: 3 clusters Score -2.844484e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146333 members 
Mstep: Class 2 contains 85215 members 
Entering Unmasked Estep 
Score: -28444832.000000 Penalty: 6126.861328
	Iteration 148Q: 3 clusters Score -2.844483e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146341 members 
Mstep: Class 2 contains 85207 members 
Entering Unmasked Estep 
Score: -28444854.000000 Penalty: 6126.861328
	Iteration 149Q: 3 clusters Score -2.844485e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146348 members 
Mstep: Class 2 contains 85200 members 
Entering Unmasked Estep 
Score: -28444856.000000 Penalty: 6126.861328
	Iteration 150Q: 3 clusters Score -2.844486e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146352 members 
Mstep: Class 2 contains 85196 members 
Entering Unmasked Estep 
Score: -28444850.000000 Penalty: 6126.861328
	Iteration 151Q: 3 clusters Score -2.844485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146354 members 
Mstep: Class 2 contains 85194 members 
Entering Unmasked Estep 
Score: -28444856.000000 Penalty: 6126.861328
	Iteration 152Q: 3 clusters Score -2.844486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146357 members 
Mstep: Class 2 contains 85191 members 
Entering Unmasked Estep 
Score: -28444840.000000 Penalty: 6126.861328
	Iteration 153Q: 3 clusters Score -2.844484e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146362 members 
Mstep: Class 2 contains 85186 members 
Entering Unmasked Estep 
Score: -28444838.000000 Penalty: 6126.861328
	Iteration 154Q: 3 clusters Score -2.844484e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146369 members 
Mstep: Class 2 contains 85179 members 
Entering Unmasked Estep 
Score: -28444820.000000 Penalty: 6126.861328
	Iteration 155Q: 3 clusters Score -2.844482e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146377 members 
Mstep: Class 2 contains 85171 members 
Entering Unmasked Estep 
Score: -28444816.000000 Penalty: 6126.861328
	Iteration 156Q: 3 clusters Score -2.844482e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146387 members 
Mstep: Class 2 contains 85161 members 
Entering Unmasked Estep 
Score: -28444828.000000 Penalty: 6126.861328
	Iteration 157Q: 3 clusters Score -2.844483e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146396 members 
Mstep: Class 2 contains 85152 members 
Entering Unmasked Estep 
Score: -28444818.000000 Penalty: 6126.861328
	Iteration 158Q: 3 clusters Score -2.844482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146399 members 
Mstep: Class 2 contains 85149 members 
Entering Unmasked Estep 
Score: -28444830.000000 Penalty: 6126.861328
	Iteration 159Q: 3 clusters Score -2.844483e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146402 members 
Mstep: Class 2 contains 85146 members 
Entering Unmasked Estep 
Score: -28444812.000000 Penalty: 6126.861328
	Iteration 160F: 3 clusters Score -2.844481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146407 members 
Mstep: Class 2 contains 85141 members 
Entering Unmasked Estep 
Score: -28444806.000000 Penalty: 6126.861328
	Iteration 161Q: 3 clusters Score -2.844481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146412 members 
Mstep: Class 2 contains 85136 members 
Entering Unmasked Estep 
Score: -28444790.000000 Penalty: 6126.861328
	Iteration 162Q: 3 clusters Score -2.844479e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146414 members 
Mstep: Class 2 contains 85134 members 
Entering Unmasked Estep 
Score: -28444790.000000 Penalty: 6126.861328
	Iteration 163Q: 3 clusters Score -2.844479e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146419 members 
Mstep: Class 2 contains 85129 members 
Entering Unmasked Estep 
Score: -28444782.000000 Penalty: 6126.861328
	Iteration 164Q: 3 clusters Score -2.844478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146423 members 
Mstep: Class 2 contains 85125 members 
Entering Unmasked Estep 
Score: -28444796.000000 Penalty: 6126.861328
	Iteration 165Q: 3 clusters Score -2.84448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146426 members 
Mstep: Class 2 contains 85122 members 
Entering Unmasked Estep 
Score: -28444802.000000 Penalty: 6126.861328
	Iteration 166Q: 3 clusters Score -2.84448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146427 members 
Mstep: Class 2 contains 85121 members 
Entering Unmasked Estep 
Score: -28444808.000000 Penalty: 6126.861328
	Iteration 167Q: 3 clusters Score -2.844481e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146431 members 
Mstep: Class 2 contains 85117 members 
Entering Unmasked Estep 
Score: -28444810.000000 Penalty: 6126.861328
	Iteration 168Q: 3 clusters Score -2.844481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146436 members 
Mstep: Class 2 contains 85112 members 
Entering Unmasked Estep 
Score: -28444808.000000 Penalty: 6126.861328
	Iteration 169Q: 3 clusters Score -2.844481e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146442 members 
Mstep: Class 2 contains 85106 members 
Entering Unmasked Estep 
Score: -28444796.000000 Penalty: 6126.861328
	Iteration 170Q: 3 clusters Score -2.84448e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146447 members 
Mstep: Class 2 contains 85101 members 
Entering Unmasked Estep 
Score: -28444798.000000 Penalty: 6126.861328
	Iteration 171Q: 3 clusters Score -2.84448e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146456 members 
Mstep: Class 2 contains 85092 members 
Entering Unmasked Estep 
Score: -28444786.000000 Penalty: 6126.861328
	Iteration 172Q: 3 clusters Score -2.844479e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146463 members 
Mstep: Class 2 contains 85085 members 
Entering Unmasked Estep 
Score: -28444784.000000 Penalty: 6126.861328
	Iteration 173Q: 3 clusters Score -2.844478e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146474 members 
Mstep: Class 2 contains 85074 members 
Entering Unmasked Estep 
Score: -28444782.000000 Penalty: 6126.861328
	Iteration 174Q: 3 clusters Score -2.844478e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146487 members 
Mstep: Class 2 contains 85061 members 
Entering Unmasked Estep 
Score: -28444806.000000 Penalty: 6126.861328
	Iteration 175Q: 3 clusters Score -2.844481e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146498 members 
Mstep: Class 2 contains 85050 members 
Entering Unmasked Estep 
Score: -28444810.000000 Penalty: 6126.861328
	Iteration 176Q: 3 clusters Score -2.844481e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146512 members 
Mstep: Class 2 contains 85036 members 
Entering Unmasked Estep 
Score: -28444822.000000 Penalty: 6126.861328
	Iteration 177Q: 3 clusters Score -2.844482e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146528 members 
Mstep: Class 2 contains 85020 members 
Entering Unmasked Estep 
Score: -28444804.000000 Penalty: 6126.861328
	Iteration 178Q: 3 clusters Score -2.84448e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146545 members 
Mstep: Class 2 contains 85003 members 
Entering Unmasked Estep 
Score: -28444824.000000 Penalty: 6126.861328
	Iteration 179Q: 3 clusters Score -2.844482e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146560 members 
Mstep: Class 2 contains 84988 members 
Entering Unmasked Estep 
Score: -28444820.000000 Penalty: 6126.861328
	Iteration 180F: 3 clusters Score -2.844482e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146575 members 
Mstep: Class 2 contains 84973 members 
Entering Unmasked Estep 
Score: -28444796.000000 Penalty: 6126.861328
	Iteration 181Q: 3 clusters Score -2.84448e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146587 members 
Mstep: Class 2 contains 84961 members 
Entering Unmasked Estep 
Score: -28444816.000000 Penalty: 6126.861328
	Iteration 182Q: 3 clusters Score -2.844482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146593 members 
Mstep: Class 2 contains 84955 members 
Entering Unmasked Estep 
Score: -28444798.000000 Penalty: 6126.861328
	Iteration 183Q: 3 clusters Score -2.84448e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146597 members 
Mstep: Class 2 contains 84951 members 
Entering Unmasked Estep 
Score: -28444810.000000 Penalty: 6126.861328
	Iteration 184Q: 3 clusters Score -2.844481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146600 members 
Mstep: Class 2 contains 84948 members 
Entering Unmasked Estep 
Score: -28444810.000000 Penalty: 6126.861328
	Iteration 185Q: 3 clusters Score -2.844481e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146604 members 
Mstep: Class 2 contains 84944 members 
Entering Unmasked Estep 
Score: -28444802.000000 Penalty: 6126.861328
	Iteration 186Q: 3 clusters Score -2.84448e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146609 members 
Mstep: Class 2 contains 84939 members 
Entering Unmasked Estep 
Score: -28444788.000000 Penalty: 6126.861328
	Iteration 187Q: 3 clusters Score -2.844479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146612 members 
Mstep: Class 2 contains 84936 members 
Entering Unmasked Estep 
Score: -28444790.000000 Penalty: 6126.861328
	Iteration 188Q: 3 clusters Score -2.844479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146616 members 
Mstep: Class 2 contains 84932 members 
Entering Unmasked Estep 
Score: -28444792.000000 Penalty: 6126.861328
	Iteration 189Q: 3 clusters Score -2.844479e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146618 members 
Mstep: Class 2 contains 84930 members 
Entering Unmasked Estep 
Score: -28444792.000000 Penalty: 6126.861328
	Iteration 190Q: 3 clusters Score -2.844479e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146627 members 
Mstep: Class 2 contains 84921 members 
Entering Unmasked Estep 
Score: -28444818.000000 Penalty: 6126.861328
	Iteration 191Q: 3 clusters Score -2.844482e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146637 members 
Mstep: Class 2 contains 84911 members 
Entering Unmasked Estep 
Score: -28444780.000000 Penalty: 6126.861328
	Iteration 192Q: 3 clusters Score -2.844478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146639 members 
Mstep: Class 2 contains 84909 members 
Entering Unmasked Estep 
Score: -28444782.000000 Penalty: 6126.861328
	Iteration 193Q: 3 clusters Score -2.844478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146642 members 
Mstep: Class 2 contains 84906 members 
Entering Unmasked Estep 
Score: -28444780.000000 Penalty: 6126.861328
	Iteration 194Q: 3 clusters Score -2.844478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146645 members 
Mstep: Class 2 contains 84903 members 
Entering Unmasked Estep 
Score: -28444794.000000 Penalty: 6126.861328
	Iteration 195Q: 3 clusters Score -2.844479e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146650 members 
Mstep: Class 2 contains 84898 members 
Entering Unmasked Estep 
Score: -28444798.000000 Penalty: 6126.861328
	Iteration 196Q: 3 clusters Score -2.84448e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146656 members 
Mstep: Class 2 contains 84892 members 
Entering Unmasked Estep 
Score: -28444800.000000 Penalty: 6126.861328
	Iteration 197Q: 3 clusters Score -2.84448e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146662 members 
Mstep: Class 2 contains 84886 members 
Entering Unmasked Estep 
Score: -28444810.000000 Penalty: 6126.861328
	Iteration 198Q: 3 clusters Score -2.844481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146667 members 
Mstep: Class 2 contains 84881 members 
Entering Unmasked Estep 
Score: -28444798.000000 Penalty: 6126.861328
	Iteration 199Q: 3 clusters Score -2.84448e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146672 members 
Mstep: Class 2 contains 84876 members 
Entering Unmasked Estep 
Score: -28444808.000000 Penalty: 6126.861328
	Iteration 200F: 3 clusters Score -2.844481e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146678 members 
Mstep: Class 2 contains 84870 members 
Entering Unmasked Estep 
Score: -28444808.000000 Penalty: 6126.861328
	Iteration 201Q: 3 clusters Score -2.844481e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146680 members 
Mstep: Class 2 contains 84868 members 
Entering Unmasked Estep 
Score: -28444812.000000 Penalty: 6126.861328
	Iteration 202Q: 3 clusters Score -2.844481e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146682 members 
Mstep: Class 2 contains 84866 members 
Entering Unmasked Estep 
Score: -28444816.000000 Penalty: 6126.861328
	Iteration 203Q: 3 clusters Score -2.844482e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146684 members 
Mstep: Class 2 contains 84864 members 
Entering Unmasked Estep 
Score: -28444812.000000 Penalty: 6126.861328
	Iteration 204Q: 3 clusters Score -2.844481e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146686 members 
Mstep: Class 2 contains 84862 members 
Entering Unmasked Estep 
Score: -28444816.000000 Penalty: 6126.861328
	Iteration 205Q: 3 clusters Score -2.844482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146689 members 
Mstep: Class 2 contains 84859 members 
Entering Unmasked Estep 
Score: -28444814.000000 Penalty: 6126.861328
	Iteration 206Q: 3 clusters Score -2.844481e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146695 members 
Mstep: Class 2 contains 84853 members 
Entering Unmasked Estep 
Score: -28444816.000000 Penalty: 6126.861328
	Iteration 207Q: 3 clusters Score -2.844482e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146696 members 
Mstep: Class 2 contains 84852 members 
Entering Unmasked Estep 
Score: -28444812.000000 Penalty: 6126.861328
	Iteration 208Q: 3 clusters Score -2.844481e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146698 members 
Mstep: Class 2 contains 84850 members 
Entering Unmasked Estep 
Score: -28444818.000000 Penalty: 6126.861328
	Iteration 209Q: 3 clusters Score -2.844482e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146703 members 
Mstep: Class 2 contains 84845 members 
Entering Unmasked Estep 
Score: -28444804.000000 Penalty: 6126.861328
	Iteration 210Q: 3 clusters Score -2.84448e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146710 members 
Mstep: Class 2 contains 84838 members 
Entering Unmasked Estep 
Score: -28444808.000000 Penalty: 6126.861328
	Iteration 211Q: 3 clusters Score -2.844481e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146717 members 
Mstep: Class 2 contains 84831 members 
Entering Unmasked Estep 
Score: -28444806.000000 Penalty: 6126.861328
	Iteration 212Q: 3 clusters Score -2.844481e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146721 members 
Mstep: Class 2 contains 84827 members 
Entering Unmasked Estep 
Score: -28444814.000000 Penalty: 6126.861328
	Iteration 213Q: 3 clusters Score -2.844481e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146730 members 
Mstep: Class 2 contains 84818 members 
Entering Unmasked Estep 
Score: -28444826.000000 Penalty: 6126.861328
	Iteration 214Q: 3 clusters Score -2.844483e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146734 members 
Mstep: Class 2 contains 84814 members 
Entering Unmasked Estep 
Score: -28444832.000000 Penalty: 6126.861328
	Iteration 215Q: 3 clusters Score -2.844483e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146737 members 
Mstep: Class 2 contains 84811 members 
Entering Unmasked Estep 
Score: -28444824.000000 Penalty: 6126.861328
	Iteration 216Q: 3 clusters Score -2.844482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146740 members 
Mstep: Class 2 contains 84808 members 
Entering Unmasked Estep 
Score: -28444834.000000 Penalty: 6126.861328
	Iteration 217Q: 3 clusters Score -2.844483e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146745 members 
Mstep: Class 2 contains 84803 members 
Entering Unmasked Estep 
Score: -28444844.000000 Penalty: 6126.861328
	Iteration 218Q: 3 clusters Score -2.844484e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146753 members 
Mstep: Class 2 contains 84795 members 
Entering Unmasked Estep 
Score: -28444820.000000 Penalty: 6126.861328
	Iteration 219Q: 3 clusters Score -2.844482e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146766 members 
Mstep: Class 2 contains 84782 members 
Entering Unmasked Estep 
Score: -28444808.000000 Penalty: 6126.861328
	Iteration 220F: 3 clusters Score -2.844481e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146788 members 
Mstep: Class 2 contains 84760 members 
Entering Unmasked Estep 
Score: -28444820.000000 Penalty: 6126.861328
	Iteration 221Q: 3 clusters Score -2.844482e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146811 members 
Mstep: Class 2 contains 84737 members 
Entering Unmasked Estep 
Score: -28444826.000000 Penalty: 6126.861328
	Iteration 222Q: 3 clusters Score -2.844483e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146832 members 
Mstep: Class 2 contains 84716 members 
Entering Unmasked Estep 
Score: -28444800.000000 Penalty: 6126.861328
	Iteration 223Q: 3 clusters Score -2.84448e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146847 members 
Mstep: Class 2 contains 84701 members 
Entering Unmasked Estep 
Score: -28444816.000000 Penalty: 6126.861328
	Iteration 224Q: 3 clusters Score -2.844482e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146864 members 
Mstep: Class 2 contains 84684 members 
Entering Unmasked Estep 
Score: -28444810.000000 Penalty: 6126.861328
	Iteration 225Q: 3 clusters Score -2.844481e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146887 members 
Mstep: Class 2 contains 84661 members 
Entering Unmasked Estep 
Score: -28444816.000000 Penalty: 6126.861328
	Iteration 226Q: 3 clusters Score -2.844482e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146926 members 
Mstep: Class 2 contains 84622 members 
Entering Unmasked Estep 
Score: -28444822.000000 Penalty: 6126.861328
	Iteration 227Q: 3 clusters Score -2.844482e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146961 members 
Mstep: Class 2 contains 84587 members 
Entering Unmasked Estep 
Score: -28444852.000000 Penalty: 6126.861328
	Iteration 228Q: 3 clusters Score -2.844485e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147001 members 
Mstep: Class 2 contains 84547 members 
Entering Unmasked Estep 
Score: -28444858.000000 Penalty: 6126.861328
	Iteration 229Q: 3 clusters Score -2.844486e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147038 members 
Mstep: Class 2 contains 84510 members 
Entering Unmasked Estep 
Score: -28444830.000000 Penalty: 6126.861328
	Iteration 230Q: 3 clusters Score -2.844483e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147076 members 
Mstep: Class 2 contains 84472 members 
Entering Unmasked Estep 
Score: -28444812.000000 Penalty: 6126.861328
	Iteration 231Q: 3 clusters Score -2.844481e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147119 members 
Mstep: Class 2 contains 84429 members 
Entering Unmasked Estep 
Score: -28444808.000000 Penalty: 6126.861328
	Iteration 232Q: 3 clusters Score -2.844481e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147158 members 
Mstep: Class 2 contains 84390 members 
Entering Unmasked Estep 
Score: -28444794.000000 Penalty: 6126.861328
	Iteration 233Q: 3 clusters Score -2.844479e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147193 members 
Mstep: Class 2 contains 84355 members 
Entering Unmasked Estep 
Score: -28444792.000000 Penalty: 6126.861328
	Iteration 234Q: 3 clusters Score -2.844479e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147234 members 
Mstep: Class 2 contains 84314 members 
Entering Unmasked Estep 
Score: -28444796.000000 Penalty: 6126.861328
	Iteration 235Q: 3 clusters Score -2.84448e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147272 members 
Mstep: Class 2 contains 84276 members 
Entering Unmasked Estep 
Score: -28444816.000000 Penalty: 6126.861328
	Iteration 236Q: 3 clusters Score -2.844482e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147304 members 
Mstep: Class 2 contains 84244 members 
Entering Unmasked Estep 
Score: -28444828.000000 Penalty: 6126.861328
	Iteration 237Q: 3 clusters Score -2.844483e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147335 members 
Mstep: Class 2 contains 84213 members 
Entering Unmasked Estep 
Score: -28444800.000000 Penalty: 6126.861328
	Iteration 238Q: 3 clusters Score -2.84448e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147365 members 
Mstep: Class 2 contains 84183 members 
Entering Unmasked Estep 
Score: -28444780.000000 Penalty: 6126.861328
	Iteration 239Q: 3 clusters Score -2.844478e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147386 members 
Mstep: Class 2 contains 84162 members 
Entering Unmasked Estep 
Score: -28444778.000000 Penalty: 6126.861328
	Iteration 240F: 3 clusters Score -2.844478e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147406 members 
Mstep: Class 2 contains 84142 members 
Entering Unmasked Estep 
Score: -28444820.000000 Penalty: 6126.861328
	Iteration 241Q: 3 clusters Score -2.844482e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147428 members 
Mstep: Class 2 contains 84120 members 
Entering Unmasked Estep 
Score: -28444812.000000 Penalty: 6126.861328
	Iteration 242Q: 3 clusters Score -2.844481e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147450 members 
Mstep: Class 2 contains 84098 members 
Entering Unmasked Estep 
Score: -28444824.000000 Penalty: 6126.861328
	Iteration 243Q: 3 clusters Score -2.844482e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147469 members 
Mstep: Class 2 contains 84079 members 
Entering Unmasked Estep 
Score: -28444820.000000 Penalty: 6126.861328
	Iteration 244Q: 3 clusters Score -2.844482e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147495 members 
Mstep: Class 2 contains 84053 members 
Entering Unmasked Estep 
Score: -28444816.000000 Penalty: 6126.861328
	Iteration 245Q: 3 clusters Score -2.844482e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147518 members 
Mstep: Class 2 contains 84030 members 
Entering Unmasked Estep 
Score: -28444798.000000 Penalty: 6126.861328
	Iteration 246Q: 3 clusters Score -2.84448e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147540 members 
Mstep: Class 2 contains 84008 members 
Entering Unmasked Estep 
Score: -28444824.000000 Penalty: 6126.861328
	Iteration 247Q: 3 clusters Score -2.844482e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147566 members 
Mstep: Class 2 contains 83982 members 
Entering Unmasked Estep 
Score: -28444810.000000 Penalty: 6126.861328
	Iteration 248Q: 3 clusters Score -2.844481e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147598 members 
Mstep: Class 2 contains 83950 members 
Entering Unmasked Estep 
Score: -28444802.000000 Penalty: 6126.861328
	Iteration 249Q: 3 clusters Score -2.84448e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147635 members 
Mstep: Class 2 contains 83913 members 
Entering Unmasked Estep 
Score: -28444784.000000 Penalty: 6126.861328
	Iteration 250Q: 3 clusters Score -2.844478e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147667 members 
Mstep: Class 2 contains 83881 members 
Entering Unmasked Estep 
Score: -28444806.000000 Penalty: 6126.861328
	Iteration 251Q: 3 clusters Score -2.844481e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147694 members 
Mstep: Class 2 contains 83854 members 
Entering Unmasked Estep 
Score: -28444790.000000 Penalty: 6126.861328
	Iteration 252Q: 3 clusters Score -2.844479e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147728 members 
Mstep: Class 2 contains 83820 members 
Entering Unmasked Estep 
Score: -28444820.000000 Penalty: 6126.861328
	Iteration 253Q: 3 clusters Score -2.844482e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147759 members 
Mstep: Class 2 contains 83789 members 
Entering Unmasked Estep 
Score: -28444810.000000 Penalty: 6126.861328
	Iteration 254Q: 3 clusters Score -2.844481e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147790 members 
Mstep: Class 2 contains 83758 members 
Entering Unmasked Estep 
Score: -28444800.000000 Penalty: 6126.861328
	Iteration 255Q: 3 clusters Score -2.84448e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147816 members 
Mstep: Class 2 contains 83732 members 
Entering Unmasked Estep 
Score: -28444806.000000 Penalty: 6126.861328
	Iteration 256Q: 3 clusters Score -2.844481e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147832 members 
Mstep: Class 2 contains 83716 members 
Entering Unmasked Estep 
Score: -28444784.000000 Penalty: 6126.861328
	Iteration 257Q: 3 clusters Score -2.844478e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147847 members 
Mstep: Class 2 contains 83701 members 
Entering Unmasked Estep 
Score: -28444802.000000 Penalty: 6126.861328
	Iteration 258Q: 3 clusters Score -2.84448e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147861 members 
Mstep: Class 2 contains 83687 members 
Entering Unmasked Estep 
Score: -28444808.000000 Penalty: 6126.861328
	Iteration 259Q: 3 clusters Score -2.844481e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147881 members 
Mstep: Class 2 contains 83667 members 
Entering Unmasked Estep 
Score: -28444802.000000 Penalty: 6126.861328
	Iteration 260F: 3 clusters Score -2.84448e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147900 members 
Mstep: Class 2 contains 83648 members 
Entering Unmasked Estep 
Score: -28444806.000000 Penalty: 6126.861328
	Iteration 261Q: 3 clusters Score -2.844481e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147924 members 
Mstep: Class 2 contains 83624 members 
Entering Unmasked Estep 
Score: -28444844.000000 Penalty: 6126.861328
	Iteration 262Q: 3 clusters Score -2.844484e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147940 members 
Mstep: Class 2 contains 83608 members 
Entering Unmasked Estep 
Score: -28444836.000000 Penalty: 6126.861328
	Iteration 263Q: 3 clusters Score -2.844484e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147953 members 
Mstep: Class 2 contains 83595 members 
Entering Unmasked Estep 
Score: -28444838.000000 Penalty: 6126.861328
	Iteration 264Q: 3 clusters Score -2.844484e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147967 members 
Mstep: Class 2 contains 83581 members 
Entering Unmasked Estep 
Score: -28444836.000000 Penalty: 6126.861328
	Iteration 265Q: 3 clusters Score -2.844484e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147976 members 
Mstep: Class 2 contains 83572 members 
Entering Unmasked Estep 
Score: -28444852.000000 Penalty: 6126.861328
	Iteration 266Q: 3 clusters Score -2.844485e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147983 members 
Mstep: Class 2 contains 83565 members 
Entering Unmasked Estep 
Score: -28444844.000000 Penalty: 6126.861328
	Iteration 267Q: 3 clusters Score -2.844484e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147990 members 
Mstep: Class 2 contains 83558 members 
Entering Unmasked Estep 
Score: -28444840.000000 Penalty: 6126.861328
	Iteration 268Q: 3 clusters Score -2.844484e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147999 members 
Mstep: Class 2 contains 83549 members 
Entering Unmasked Estep 
Score: -28444834.000000 Penalty: 6126.861328
	Iteration 269Q: 3 clusters Score -2.844483e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148009 members 
Mstep: Class 2 contains 83539 members 
Entering Unmasked Estep 
Score: -28444856.000000 Penalty: 6126.861328
	Iteration 270Q: 3 clusters Score -2.844486e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148019 members 
Mstep: Class 2 contains 83529 members 
Entering Unmasked Estep 
Score: -28444836.000000 Penalty: 6126.861328
	Iteration 271Q: 3 clusters Score -2.844484e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148024 members 
Mstep: Class 2 contains 83524 members 
Entering Unmasked Estep 
Score: -28444834.000000 Penalty: 6126.861328
	Iteration 272Q: 3 clusters Score -2.844483e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148029 members 
Mstep: Class 2 contains 83519 members 
Entering Unmasked Estep 
Score: -28444840.000000 Penalty: 6126.861328
	Iteration 273Q: 3 clusters Score -2.844484e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148030 members 
Mstep: Class 2 contains 83518 members 
Entering Unmasked Estep 
Score: -28444840.000000 Penalty: 6126.861328
	Iteration 274Q: 3 clusters Score -2.844484e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148032 members 
Mstep: Class 2 contains 83516 members 
Entering Unmasked Estep 
Score: -28444836.000000 Penalty: 6126.861328
	Iteration 275Q: 3 clusters Score -2.844484e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148035 members 
Mstep: Class 2 contains 83513 members 
Entering Unmasked Estep 
Score: -28444826.000000 Penalty: 6126.861328
	Iteration 276Q: 3 clusters Score -2.844483e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148040 members 
Mstep: Class 2 contains 83508 members 
Entering Unmasked Estep 
Score: -28444832.000000 Penalty: 6126.861328
	Iteration 277Q: 3 clusters Score -2.844483e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148044 members 
Mstep: Class 2 contains 83504 members 
Entering Unmasked Estep 
Score: -28444826.000000 Penalty: 6126.861328
	Iteration 278Q: 3 clusters Score -2.844483e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148045 members 
Mstep: Class 2 contains 83503 members 
Entering Unmasked Estep 
Score: -28444830.000000 Penalty: 6126.861328
	Iteration 279Q: 3 clusters Score -2.844483e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148045 members 
Mstep: Class 2 contains 83503 members 
Entering Unmasked Estep 
Score: -28444830.000000 Penalty: 6126.861328
	Iteration 280F: 3 clusters Score -2.844483e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (21653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Entering Unmasked Estep 
Score: -2546447.750000 Penalty: 2475.759033
	Iteration 0F: 2 clusters Score -2546448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -2531270.500000 Penalty: 4951.518066
	Iteration 0F: 3 clusters Score -2531270 nChanged 9702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -2536568.750000 Penalty: 4951.518066
	Iteration 1F: 3 clusters Score -2536569 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -2537110.250000 Penalty: 4951.518066
	Iteration 2F: 3 clusters Score -2537110 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -2537587.500000 Penalty: 4951.518066
	Iteration 3F: 3 clusters Score -2537588 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -2538030.750000 Penalty: 4951.518066
	Iteration 4Q: 3 clusters Score -2538031 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -2538471.000000 Penalty: 4951.518066
	Iteration 5Q: 3 clusters Score -2538471 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -2538900.750000 Penalty: 4951.518066
	Iteration 6Q: 3 clusters Score -2538901 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -2539345.500000 Penalty: 4951.518066
	Iteration 7Q: 3 clusters Score -2539346 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -2539755.000000 Penalty: 4951.518066
	Iteration 8Q: 3 clusters Score -2539755 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -2540173.000000 Penalty: 4951.518066
	Iteration 9Q: 3 clusters Score -2540173 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -2540683.000000 Penalty: 4951.518066
	Iteration 10Q: 3 clusters Score -2540683 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -2541169.000000 Penalty: 4951.518066
	Iteration 11Q: 3 clusters Score -2541169 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -2541684.250000 Penalty: 4951.518066
	Iteration 12Q: 3 clusters Score -2541684 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -2542210.500000 Penalty: 4951.518066
	Iteration 13Q: 3 clusters Score -2542210 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -2542702.000000 Penalty: 4951.518066
	Iteration 14Q: 3 clusters Score -2542702 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -2543114.500000 Penalty: 4951.518066
	Iteration 15Q: 3 clusters Score -2543114 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -2543422.000000 Penalty: 4951.518066
	Iteration 16Q: 3 clusters Score -2543422 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -2543646.000000 Penalty: 4951.518066
	Iteration 17Q: 3 clusters Score -2543646 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -2543810.500000 Penalty: 4951.518066
	Iteration 18Q: 3 clusters Score -2543810 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -2543955.750000 Penalty: 4951.518066
	Iteration 19Q: 3 clusters Score -2543956 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -2544085.750000 Penalty: 4951.518066
	Iteration 20F: 3 clusters Score -2544086 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -2544158.500000 Penalty: 4951.518066
	Iteration 21Q: 3 clusters Score -2544158 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -2544216.000000 Penalty: 4951.518066
	Iteration 22Q: 3 clusters Score -2544216 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -2544259.500000 Penalty: 4951.518066
	Iteration 23Q: 3 clusters Score -2544260 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -2544282.500000 Penalty: 4951.518066
	Iteration 24Q: 3 clusters Score -2544282 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -2544299.500000 Penalty: 4951.518066
	Iteration 25Q: 3 clusters Score -2544300 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -2544315.500000 Penalty: 4951.518066
	Iteration 26Q: 3 clusters Score -2544316 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -2544330.750000 Penalty: 4951.518066
	Iteration 27Q: 3 clusters Score -2544331 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -2544348.750000 Penalty: 4951.518066
	Iteration 28Q: 3 clusters Score -2544349 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -2544356.250000 Penalty: 4951.518066
	Iteration 29Q: 3 clusters Score -2544356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -2544371.250000 Penalty: 4951.518066
	Iteration 30Q: 3 clusters Score -2544371 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -2544374.000000 Penalty: 4951.518066
	Iteration 31Q: 3 clusters Score -2544374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -2544379.500000 Penalty: 4951.518066
	Iteration 32Q: 3 clusters Score -2544380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -2544385.000000 Penalty: 4951.518066
	Iteration 33Q: 3 clusters Score -2544385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -2544387.000000 Penalty: 4951.518066
	Iteration 34Q: 3 clusters Score -2544387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -2544394.750000 Penalty: 4951.518066
	Iteration 35Q: 3 clusters Score -2544395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -2544398.000000 Penalty: 4951.518066
	Iteration 36Q: 3 clusters Score -2544398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -2544402.250000 Penalty: 4951.518066
	Iteration 37Q: 3 clusters Score -2544402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -2544403.750000 Penalty: 4951.518066
	Iteration 38Q: 3 clusters Score -2544404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -2544403.750000 Penalty: 4951.518066
	Iteration 39F: 3 clusters Score -2544404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Entering Unmasked Estep 
Score: -115871.421875 Penalty: 1728.973877
	Iteration 0F: 2 clusters Score -115871.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -113945.132812 Penalty: 3457.947754
	Iteration 0F: 3 clusters Score -113945.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -114549.125000 Penalty: 3457.947754
	Iteration 1F: 3 clusters Score -114549.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -114870.765625 Penalty: 3457.947754
	Iteration 2F: 3 clusters Score -114870.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -115040.164062 Penalty: 3457.947754
	Iteration 3F: 3 clusters Score -115040.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -115126.304688 Penalty: 3457.947754
	Iteration 4Q: 3 clusters Score -115126.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -115192.554688 Penalty: 3457.947754
	Iteration 5Q: 3 clusters Score -115192.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -115230.078125 Penalty: 3457.947754
	Iteration 6Q: 3 clusters Score -115230.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -115247.273438 Penalty: 3457.947754
	Iteration 7Q: 3 clusters Score -115247.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -115248.304688 Penalty: 3457.947754
	Iteration 8Q: 3 clusters Score -115248.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -115250.101562 Penalty: 3457.947754
	Iteration 9Q: 3 clusters Score -115250.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -115252.968750 Penalty: 3457.947754
	Iteration 10Q: 3 clusters Score -115253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -115255.953125 Penalty: 3457.947754
	Iteration 11Q: 3 clusters Score -115256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -115256.640625 Penalty: 3457.947754
	Iteration 12Q: 3 clusters Score -115256.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -115257.507812 Penalty: 3457.947754
	Iteration 13Q: 3 clusters Score -115257.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -115261.054688 Penalty: 3457.947754
	Iteration 14Q: 3 clusters Score -115261.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -115263.109375 Penalty: 3457.947754
	Iteration 15Q: 3 clusters Score -115263.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -115263.109375 Penalty: 3457.947754
	Iteration 16F: 3 clusters Score -115263.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Entering Unmasked Estep 
Score: -88525.210938 Penalty: 1679.439941
	Iteration 0F: 2 clusters Score -88525.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -86762.843750 Penalty: 3358.879883
	Iteration 0F: 3 clusters Score -86762.84 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -87132.210938 Penalty: 3358.879883
	Iteration 1F: 3 clusters Score -87132.21 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -87311.250000 Penalty: 3358.879883
	Iteration 2F: 3 clusters Score -87311.25 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -87423.945312 Penalty: 3358.879883
	Iteration 3F: 3 clusters Score -87423.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -87486.539062 Penalty: 3358.879883
	Iteration 4Q: 3 clusters Score -87486.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -87549.734375 Penalty: 3358.879883
	Iteration 5Q: 3 clusters Score -87549.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -87607.273438 Penalty: 3358.879883
	Iteration 6Q: 3 clusters Score -87607.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -87696.843750 Penalty: 3358.879883
	Iteration 7Q: 3 clusters Score -87696.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -87764.171875 Penalty: 3358.879883
	Iteration 8Q: 3 clusters Score -87764.17 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -87810.312500 Penalty: 3358.879883
	Iteration 9Q: 3 clusters Score -87810.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -87859.265625 Penalty: 3358.879883
	Iteration 10Q: 3 clusters Score -87859.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -87897.070312 Penalty: 3358.879883
	Iteration 11Q: 3 clusters Score -87897.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -87927.992188 Penalty: 3358.879883
	Iteration 12Q: 3 clusters Score -87927.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -87939.578125 Penalty: 3358.879883
	Iteration 13Q: 3 clusters Score -87939.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -87947.710938 Penalty: 3358.879883
	Iteration 14Q: 3 clusters Score -87947.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -87953.093750 Penalty: 3358.879883
	Iteration 15Q: 3 clusters Score -87953.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -87954.398438 Penalty: 3358.879883
	Iteration 16Q: 3 clusters Score -87954.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -87954.398438 Penalty: 3358.879883
	Iteration 17F: 3 clusters Score -87954.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Entering Unmasked Estep 
Score: -48017.863281 Penalty: 1512.879150
	Iteration 0F: 2 clusters Score -48017.86 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 218 members 
Entering Unmasked Estep 
Score: -46554.472656 Penalty: 3025.758301
	Iteration 0F: 3 clusters Score -46554.47 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -46698.355469 Penalty: 3025.758301
	Iteration 1F: 3 clusters Score -46698.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -46749.738281 Penalty: 3025.758301
	Iteration 2Q: 3 clusters Score -46749.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -46773.636719 Penalty: 3025.758301
	Iteration 3Q: 3 clusters Score -46773.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -46788.496094 Penalty: 3025.758301
	Iteration 4Q: 3 clusters Score -46788.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -46791.675781 Penalty: 3025.758301
	Iteration 5Q: 3 clusters Score -46791.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -46791.675781 Penalty: 3025.758301
	Iteration 6F: 3 clusters Score -46791.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 8681 members 
Mstep: Class 3 contains 15777 members 
Mstep: Class 4 contains 183231 members 
Mstep: Class 5 contains 320256 members 
Mstep: Class 6 contains 8709 members 
Mstep: Class 7 contains 193837 members 
Mstep: Class 8 contains 16450 members 
Mstep: Class 9 contains 11817 members 
Mstep: Class 10 contains 14478 members 
Mstep: Class 11 contains 8035 members 
Mstep: Class 12 contains 19170 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3162 members 
Mstep: Class 15 contains 101774 members 
Mstep: Class 16 contains 189785 members 
Mstep: Class 17 contains 16529 members 
Mstep: Class 18 contains 83590 members 
Mstep: Class 19 contains 25361 members 
Mstep: Class 20 contains 99894 members 
Mstep: Class 21 contains 44247 members 
Mstep: Class 22 contains 52942 members 
Mstep: Class 23 contains 10331 members 
Mstep: Class 24 contains 29986 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12794 members 
Mstep: Class 27 contains 11105 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 12330 members 
Mstep: Class 30 contains 3006 members 
Mstep: Class 31 contains 6580 members 
Mstep: Class 32 contains 10866 members 
Mstep: Class 33 contains 54594 members 
Mstep: Class 34 contains 20345 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131338 members 
Mstep: Class 37 contains 231548 members 
Mstep: Class 38 contains 21653 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 873 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235502368.000000 Penalty: 147473.906250
Iteration 239Q: 42 clusters Score -2.355024e+08 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 8680 members 
Mstep: Class 3 contains 15773 members 
Mstep: Class 4 contains 183216 members 
Mstep: Class 5 contains 320261 members 
Mstep: Class 6 contains 8703 members 
Mstep: Class 7 contains 193472 members 
Mstep: Class 8 contains 16457 members 
Mstep: Class 9 contains 11830 members 
Mstep: Class 10 contains 14473 members 
Mstep: Class 11 contains 8035 members 
Mstep: Class 12 contains 19200 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3164 members 
Mstep: Class 15 contains 101768 members 
Mstep: Class 16 contains 189743 members 
Mstep: Class 17 contains 16529 members 
Mstep: Class 18 contains 83579 members 
Mstep: Class 19 contains 25368 members 
Mstep: Class 20 contains 100337 members 
Mstep: Class 21 contains 44251 members 
Mstep: Class 22 contains 52935 members 
Mstep: Class 23 contains 10343 members 
Mstep: Class 24 contains 29978 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12795 members 
Mstep: Class 27 contains 11104 members 
Mstep: Class 28 contains 5661 members 
Mstep: Class 29 contains 12327 members 
Mstep: Class 30 contains 3006 members 
Mstep: Class 31 contains 6572 members 
Mstep: Class 32 contains 10869 members 
Mstep: Class 33 contains 54594 members 
Mstep: Class 34 contains 20444 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131336 members 
Mstep: Class 37 contains 231410 members 
Mstep: Class 38 contains 21649 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 873 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235502704.000000 Penalty: 147473.906250
Iteration 240F: 42 clusters Score -2.355027e+08 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 8681 members 
Mstep: Class 3 contains 15771 members 
Mstep: Class 4 contains 183214 members 
Mstep: Class 5 contains 320279 members 
Mstep: Class 6 contains 8704 members 
Mstep: Class 7 contains 193037 members 
Mstep: Class 8 contains 16458 members 
Mstep: Class 9 contains 11839 members 
Mstep: Class 10 contains 14474 members 
Mstep: Class 11 contains 8038 members 
Mstep: Class 12 contains 19237 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3168 members 
Mstep: Class 15 contains 101762 members 
Mstep: Class 16 contains 189666 members 
Mstep: Class 17 contains 16526 members 
Mstep: Class 18 contains 83579 members 
Mstep: Class 19 contains 25374 members 
Mstep: Class 20 contains 100762 members 
Mstep: Class 21 contains 44253 members 
Mstep: Class 22 contains 52940 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 29975 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12795 members 
Mstep: Class 27 contains 11104 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 12327 members 
Mstep: Class 30 contains 3007 members 
Mstep: Class 31 contains 6570 members 
Mstep: Class 32 contains 10873 members 
Mstep: Class 33 contains 54595 members 
Mstep: Class 34 contains 20547 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131329 members 
Mstep: Class 37 contains 231314 members 
Mstep: Class 38 contains 21648 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 873 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235501872.000000 Penalty: 147473.906250
Iteration 241Q: 42 clusters Score -2.355019e+08 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 8681 members 
Mstep: Class 3 contains 15768 members 
Mstep: Class 4 contains 183227 members 
Mstep: Class 5 contains 320296 members 
Mstep: Class 6 contains 8701 members 
Mstep: Class 7 contains 192623 members 
Mstep: Class 8 contains 16460 members 
Mstep: Class 9 contains 11844 members 
Mstep: Class 10 contains 14473 members 
Mstep: Class 11 contains 8041 members 
Mstep: Class 12 contains 19260 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3170 members 
Mstep: Class 15 contains 101756 members 
Mstep: Class 16 contains 189608 members 
Mstep: Class 17 contains 16526 members 
Mstep: Class 18 contains 83575 members 
Mstep: Class 19 contains 25376 members 
Mstep: Class 20 contains 101165 members 
Mstep: Class 21 contains 44248 members 
Mstep: Class 22 contains 52925 members 
Mstep: Class 23 contains 10366 members 
Mstep: Class 24 contains 29965 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12793 members 
Mstep: Class 27 contains 11104 members 
Mstep: Class 28 contains 5664 members 
Mstep: Class 29 contains 12331 members 
Mstep: Class 30 contains 3006 members 
Mstep: Class 31 contains 6568 members 
Mstep: Class 32 contains 10877 members 
Mstep: Class 33 contains 54595 members 
Mstep: Class 34 contains 20656 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131329 members 
Mstep: Class 37 contains 231241 members 
Mstep: Class 38 contains 21646 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 874 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235502096.000000 Penalty: 147473.906250
Iteration 242Q: 42 clusters Score -2.355021e+08 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 8678 members 
Mstep: Class 3 contains 15766 members 
Mstep: Class 4 contains 183229 members 
Mstep: Class 5 contains 320297 members 
Mstep: Class 6 contains 8700 members 
Mstep: Class 7 contains 192216 members 
Mstep: Class 8 contains 16459 members 
Mstep: Class 9 contains 11853 members 
Mstep: Class 10 contains 14470 members 
Mstep: Class 11 contains 8041 members 
Mstep: Class 12 contains 19286 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3174 members 
Mstep: Class 15 contains 101751 members 
Mstep: Class 16 contains 189563 members 
Mstep: Class 17 contains 16523 members 
Mstep: Class 18 contains 83573 members 
Mstep: Class 19 contains 25379 members 
Mstep: Class 20 contains 101551 members 
Mstep: Class 21 contains 44238 members 
Mstep: Class 22 contains 52921 members 
Mstep: Class 23 contains 10376 members 
Mstep: Class 24 contains 29958 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12792 members 
Mstep: Class 27 contains 11104 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 12335 members 
Mstep: Class 30 contains 3006 members 
Mstep: Class 31 contains 6563 members 
Mstep: Class 32 contains 10877 members 
Mstep: Class 33 contains 54593 members 
Mstep: Class 34 contains 20753 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131336 members 
Mstep: Class 37 contains 231205 members 
Mstep: Class 38 contains 21641 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 875 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235501968.000000 Penalty: 147473.906250
Iteration 243Q: 42 clusters Score -2.35502e+08 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 8676 members 
Mstep: Class 3 contains 15759 members 
Mstep: Class 4 contains 183229 members 
Mstep: Class 5 contains 320319 members 
Mstep: Class 6 contains 8701 members 
Mstep: Class 7 contains 191829 members 
Mstep: Class 8 contains 16459 members 
Mstep: Class 9 contains 11867 members 
Mstep: Class 10 contains 14473 members 
Mstep: Class 11 contains 8038 members 
Mstep: Class 12 contains 19303 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3175 members 
Mstep: Class 15 contains 101745 members 
Mstep: Class 16 contains 189511 members 
Mstep: Class 17 contains 16523 members 
Mstep: Class 18 contains 83563 members 
Mstep: Class 19 contains 25380 members 
Mstep: Class 20 contains 101939 members 
Mstep: Class 21 contains 44224 members 
Mstep: Class 22 contains 52911 members 
Mstep: Class 23 contains 10383 members 
Mstep: Class 24 contains 29950 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12784 members 
Mstep: Class 27 contains 11103 members 
Mstep: Class 28 contains 5660 members 
Mstep: Class 29 contains 12335 members 
Mstep: Class 30 contains 3007 members 
Mstep: Class 31 contains 6554 members 
Mstep: Class 32 contains 10877 members 
Mstep: Class 33 contains 54590 members 
Mstep: Class 34 contains 20837 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131331 members 
Mstep: Class 37 contains 231200 members 
Mstep: Class 38 contains 21639 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 876 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235501936.000000 Penalty: 147473.906250
Iteration 244Q: 42 clusters Score -2.355019e+08 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 8676 members 
Mstep: Class 3 contains 15753 members 
Mstep: Class 4 contains 183208 members 
Mstep: Class 5 contains 320342 members 
Mstep: Class 6 contains 8702 members 
Mstep: Class 7 contains 191536 members 
Mstep: Class 8 contains 16458 members 
Mstep: Class 9 contains 11878 members 
Mstep: Class 10 contains 14475 members 
Mstep: Class 11 contains 8038 members 
Mstep: Class 12 contains 19313 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3176 members 
Mstep: Class 15 contains 101737 members 
Mstep: Class 16 contains 189469 members 
Mstep: Class 17 contains 16520 members 
Mstep: Class 18 contains 83560 members 
Mstep: Class 19 contains 25380 members 
Mstep: Class 20 contains 102356 members 
Mstep: Class 21 contains 44210 members 
Mstep: Class 22 contains 52909 members 
Mstep: Class 23 contains 10386 members 
Mstep: Class 24 contains 29937 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12774 members 
Mstep: Class 27 contains 11103 members 
Mstep: Class 28 contains 5659 members 
Mstep: Class 29 contains 12331 members 
Mstep: Class 30 contains 3010 members 
Mstep: Class 31 contains 6548 members 
Mstep: Class 32 contains 10878 members 
Mstep: Class 33 contains 54587 members 
Mstep: Class 34 contains 20923 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131322 members 
Mstep: Class 37 contains 231086 members 
Mstep: Class 38 contains 21637 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 877 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235501456.000000 Penalty: 147473.906250
Iteration 245Q: 42 clusters Score -2.355015e+08 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 8676 members 
Mstep: Class 3 contains 15749 members 
Mstep: Class 4 contains 183191 members 
Mstep: Class 5 contains 320343 members 
Mstep: Class 6 contains 8703 members 
Mstep: Class 7 contains 191277 members 
Mstep: Class 8 contains 16463 members 
Mstep: Class 9 contains 11888 members 
Mstep: Class 10 contains 14474 members 
Mstep: Class 11 contains 8041 members 
Mstep: Class 12 contains 19319 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3179 members 
Mstep: Class 15 contains 101728 members 
Mstep: Class 16 contains 189413 members 
Mstep: Class 17 contains 16517 members 
Mstep: Class 18 contains 83551 members 
Mstep: Class 19 contains 25380 members 
Mstep: Class 20 contains 102727 members 
Mstep: Class 21 contains 44210 members 
Mstep: Class 22 contains 52895 members 
Mstep: Class 23 contains 10391 members 
Mstep: Class 24 contains 29924 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12776 members 
Mstep: Class 27 contains 11103 members 
Mstep: Class 28 contains 5657 members 
Mstep: Class 29 contains 12332 members 
Mstep: Class 30 contains 3014 members 
Mstep: Class 31 contains 6538 members 
Mstep: Class 32 contains 10883 members 
Mstep: Class 33 contains 54591 members 
Mstep: Class 34 contains 21017 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131316 members 
Mstep: Class 37 contains 230978 members 
Mstep: Class 38 contains 21636 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 877 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235501248.000000 Penalty: 147473.906250
Iteration 246Q: 42 clusters Score -2.355012e+08 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 8676 members 
Mstep: Class 3 contains 15742 members 
Mstep: Class 4 contains 183163 members 
Mstep: Class 5 contains 320343 members 
Mstep: Class 6 contains 8701 members 
Mstep: Class 7 contains 190986 members 
Mstep: Class 8 contains 16464 members 
Mstep: Class 9 contains 11901 members 
Mstep: Class 10 contains 14475 members 
Mstep: Class 11 contains 8039 members 
Mstep: Class 12 contains 19326 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3182 members 
Mstep: Class 15 contains 101724 members 
Mstep: Class 16 contains 189373 members 
Mstep: Class 17 contains 16520 members 
Mstep: Class 18 contains 83538 members 
Mstep: Class 19 contains 25383 members 
Mstep: Class 20 contains 103090 members 
Mstep: Class 21 contains 44207 members 
Mstep: Class 22 contains 52894 members 
Mstep: Class 23 contains 10396 members 
Mstep: Class 24 contains 29919 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12771 members 
Mstep: Class 27 contains 11102 members 
Mstep: Class 28 contains 5657 members 
Mstep: Class 29 contains 12332 members 
Mstep: Class 30 contains 3015 members 
Mstep: Class 31 contains 6537 members 
Mstep: Class 32 contains 10881 members 
Mstep: Class 33 contains 54585 members 
Mstep: Class 34 contains 21105 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131315 members 
Mstep: Class 37 contains 230908 members 
Mstep: Class 38 contains 21632 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 877 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235501488.000000 Penalty: 147473.906250
Iteration 247Q: 42 clusters Score -2.355015e+08 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 8675 members 
Mstep: Class 3 contains 15734 members 
Mstep: Class 4 contains 183158 members 
Mstep: Class 5 contains 320349 members 
Mstep: Class 6 contains 8700 members 
Mstep: Class 7 contains 190670 members 
Mstep: Class 8 contains 16463 members 
Mstep: Class 9 contains 11910 members 
Mstep: Class 10 contains 14473 members 
Mstep: Class 11 contains 8040 members 
Mstep: Class 12 contains 19334 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3184 members 
Mstep: Class 15 contains 101721 members 
Mstep: Class 16 contains 189333 members 
Mstep: Class 17 contains 16522 members 
Mstep: Class 18 contains 83530 members 
Mstep: Class 19 contains 25383 members 
Mstep: Class 20 contains 103454 members 
Mstep: Class 21 contains 44205 members 
Mstep: Class 22 contains 52884 members 
Mstep: Class 23 contains 10400 members 
Mstep: Class 24 contains 29910 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12772 members 
Mstep: Class 27 contains 11101 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 12325 members 
Mstep: Class 30 contains 3016 members 
Mstep: Class 31 contains 6541 members 
Mstep: Class 32 contains 10882 members 
Mstep: Class 33 contains 54582 members 
Mstep: Class 34 contains 21186 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131314 members 
Mstep: Class 37 contains 230847 members 
Mstep: Class 38 contains 21631 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 877 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235501504.000000 Penalty: 147473.906250
Iteration 248Q: 42 clusters Score -2.355015e+08 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 8674 members 
Mstep: Class 3 contains 15732 members 
Mstep: Class 4 contains 183143 members 
Mstep: Class 5 contains 320377 members 
Mstep: Class 6 contains 8697 members 
Mstep: Class 7 contains 190313 members 
Mstep: Class 8 contains 16464 members 
Mstep: Class 9 contains 11915 members 
Mstep: Class 10 contains 14472 members 
Mstep: Class 11 contains 8046 members 
Mstep: Class 12 contains 19345 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3183 members 
Mstep: Class 15 contains 101719 members 
Mstep: Class 16 contains 189279 members 
Mstep: Class 17 contains 16525 members 
Mstep: Class 18 contains 83523 members 
Mstep: Class 19 contains 25381 members 
Mstep: Class 20 contains 103851 members 
Mstep: Class 21 contains 44203 members 
Mstep: Class 22 contains 52883 members 
Mstep: Class 23 contains 10405 members 
Mstep: Class 24 contains 29883 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12769 members 
Mstep: Class 27 contains 11101 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 12321 members 
Mstep: Class 30 contains 3016 members 
Mstep: Class 31 contains 6540 members 
Mstep: Class 32 contains 10882 members 
Mstep: Class 33 contains 54577 members 
Mstep: Class 34 contains 21265 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131312 members 
Mstep: Class 37 contains 230803 members 
Mstep: Class 38 contains 21631 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 877 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235501520.000000 Penalty: 147473.906250
Iteration 249Q: 42 clusters Score -2.355015e+08 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 8677 members 
Mstep: Class 3 contains 15729 members 
Mstep: Class 4 contains 183138 members 
Mstep: Class 5 contains 320404 members 
Mstep: Class 6 contains 8697 members 
Mstep: Class 7 contains 189919 members 
Mstep: Class 8 contains 16466 members 
Mstep: Class 9 contains 11923 members 
Mstep: Class 10 contains 14467 members 
Mstep: Class 11 contains 8049 members 
Mstep: Class 12 contains 19346 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3183 members 
Mstep: Class 15 contains 101710 members 
Mstep: Class 16 contains 189212 members 
Mstep: Class 17 contains 16525 members 
Mstep: Class 18 contains 83517 members 
Mstep: Class 19 contains 25378 members 
Mstep: Class 20 contains 104255 members 
Mstep: Class 21 contains 44202 members 
Mstep: Class 22 contains 52878 members 
Mstep: Class 23 contains 10410 members 
Mstep: Class 24 contains 29875 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12767 members 
Mstep: Class 27 contains 11101 members 
Mstep: Class 28 contains 5657 members 
Mstep: Class 29 contains 12320 members 
Mstep: Class 30 contains 3017 members 
Mstep: Class 31 contains 6535 members 
Mstep: Class 32 contains 10886 members 
Mstep: Class 33 contains 54568 members 
Mstep: Class 34 contains 21335 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131311 members 
Mstep: Class 37 contains 230801 members 
Mstep: Class 38 contains 21631 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 878 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235501120.000000 Penalty: 147473.906250
Iteration 250Q: 42 clusters Score -2.355011e+08 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 8676 members 
Mstep: Class 3 contains 15725 members 
Mstep: Class 4 contains 183120 members 
Mstep: Class 5 contains 320434 members 
Mstep: Class 6 contains 8694 members 
Mstep: Class 7 contains 189562 members 
Mstep: Class 8 contains 16470 members 
Mstep: Class 9 contains 11927 members 
Mstep: Class 10 contains 14462 members 
Mstep: Class 11 contains 8050 members 
Mstep: Class 12 contains 19344 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3182 members 
Mstep: Class 15 contains 101709 members 
Mstep: Class 16 contains 189167 members 
Mstep: Class 17 contains 16525 members 
Mstep: Class 18 contains 83507 members 
Mstep: Class 19 contains 25379 members 
Mstep: Class 20 contains 104642 members 
Mstep: Class 21 contains 44198 members 
Mstep: Class 22 contains 52876 members 
Mstep: Class 23 contains 10416 members 
Mstep: Class 24 contains 29861 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12769 members 
Mstep: Class 27 contains 11101 members 
Mstep: Class 28 contains 5655 members 
Mstep: Class 29 contains 12316 members 
Mstep: Class 30 contains 3018 members 
Mstep: Class 31 contains 6536 members 
Mstep: Class 32 contains 10889 members 
Mstep: Class 33 contains 54564 members 
Mstep: Class 34 contains 21416 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131310 members 
Mstep: Class 37 contains 230762 members 
Mstep: Class 38 contains 21630 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 878 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500976.000000 Penalty: 147473.906250
Iteration 251Q: 42 clusters Score -2.35501e+08 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 8679 members 
Mstep: Class 3 contains 15723 members 
Mstep: Class 4 contains 183088 members 
Mstep: Class 5 contains 320446 members 
Mstep: Class 6 contains 8694 members 
Mstep: Class 7 contains 189223 members 
Mstep: Class 8 contains 16470 members 
Mstep: Class 9 contains 11928 members 
Mstep: Class 10 contains 14467 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 19333 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3182 members 
Mstep: Class 15 contains 101706 members 
Mstep: Class 16 contains 189128 members 
Mstep: Class 17 contains 16526 members 
Mstep: Class 18 contains 83513 members 
Mstep: Class 19 contains 25376 members 
Mstep: Class 20 contains 105050 members 
Mstep: Class 21 contains 44196 members 
Mstep: Class 22 contains 52857 members 
Mstep: Class 23 contains 10425 members 
Mstep: Class 24 contains 29845 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12772 members 
Mstep: Class 27 contains 11101 members 
Mstep: Class 28 contains 5657 members 
Mstep: Class 29 contains 12306 members 
Mstep: Class 30 contains 3021 members 
Mstep: Class 31 contains 6539 members 
Mstep: Class 32 contains 10893 members 
Mstep: Class 33 contains 54560 members 
Mstep: Class 34 contains 21482 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131312 members 
Mstep: Class 37 contains 230719 members 
Mstep: Class 38 contains 21629 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 878 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235501088.000000 Penalty: 147473.906250
Iteration 252Q: 42 clusters Score -2.355011e+08 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 8678 members 
Mstep: Class 3 contains 15718 members 
Mstep: Class 4 contains 183033 members 
Mstep: Class 5 contains 320463 members 
Mstep: Class 6 contains 8694 members 
Mstep: Class 7 contains 188925 members 
Mstep: Class 8 contains 16470 members 
Mstep: Class 9 contains 11933 members 
Mstep: Class 10 contains 14470 members 
Mstep: Class 11 contains 8055 members 
Mstep: Class 12 contains 19329 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3181 members 
Mstep: Class 15 contains 101710 members 
Mstep: Class 16 contains 189094 members 
Mstep: Class 17 contains 16525 members 
Mstep: Class 18 contains 83508 members 
Mstep: Class 19 contains 25379 members 
Mstep: Class 20 contains 105430 members 
Mstep: Class 21 contains 44189 members 
Mstep: Class 22 contains 52855 members 
Mstep: Class 23 contains 10426 members 
Mstep: Class 24 contains 29832 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12776 members 
Mstep: Class 27 contains 11101 members 
Mstep: Class 28 contains 5659 members 
Mstep: Class 29 contains 12298 members 
Mstep: Class 30 contains 3021 members 
Mstep: Class 31 contains 6541 members 
Mstep: Class 32 contains 10900 members 
Mstep: Class 33 contains 54557 members 
Mstep: Class 34 contains 21541 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131303 members 
Mstep: Class 37 contains 230676 members 
Mstep: Class 38 contains 21630 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 878 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500928.000000 Penalty: 147473.906250
Iteration 253Q: 42 clusters Score -2.355009e+08 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 8673 members 
Mstep: Class 3 contains 15717 members 
Mstep: Class 4 contains 182977 members 
Mstep: Class 5 contains 320495 members 
Mstep: Class 6 contains 8692 members 
Mstep: Class 7 contains 188630 members 
Mstep: Class 8 contains 16470 members 
Mstep: Class 9 contains 11936 members 
Mstep: Class 10 contains 14472 members 
Mstep: Class 11 contains 8054 members 
Mstep: Class 12 contains 19339 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3182 members 
Mstep: Class 15 contains 101709 members 
Mstep: Class 16 contains 189059 members 
Mstep: Class 17 contains 16529 members 
Mstep: Class 18 contains 83504 members 
Mstep: Class 19 contains 25381 members 
Mstep: Class 20 contains 105779 members 
Mstep: Class 21 contains 44183 members 
Mstep: Class 22 contains 52842 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 29822 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12774 members 
Mstep: Class 27 contains 11101 members 
Mstep: Class 28 contains 5661 members 
Mstep: Class 29 contains 12294 members 
Mstep: Class 30 contains 3025 members 
Mstep: Class 31 contains 6542 members 
Mstep: Class 32 contains 10905 members 
Mstep: Class 33 contains 54553 members 
Mstep: Class 34 contains 21604 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131299 members 
Mstep: Class 37 contains 230642 members 
Mstep: Class 38 contains 21629 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 878 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500640.000000 Penalty: 147473.906250
Iteration 254Q: 42 clusters Score -2.355006e+08 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 8676 members 
Mstep: Class 3 contains 15717 members 
Mstep: Class 4 contains 182937 members 
Mstep: Class 5 contains 320516 members 
Mstep: Class 6 contains 8691 members 
Mstep: Class 7 contains 188320 members 
Mstep: Class 8 contains 16469 members 
Mstep: Class 9 contains 11941 members 
Mstep: Class 10 contains 14480 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 19338 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3183 members 
Mstep: Class 15 contains 101705 members 
Mstep: Class 16 contains 189025 members 
Mstep: Class 17 contains 16529 members 
Mstep: Class 18 contains 83500 members 
Mstep: Class 19 contains 25384 members 
Mstep: Class 20 contains 106087 members 
Mstep: Class 21 contains 44188 members 
Mstep: Class 22 contains 52843 members 
Mstep: Class 23 contains 10429 members 
Mstep: Class 24 contains 29810 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12776 members 
Mstep: Class 27 contains 11101 members 
Mstep: Class 28 contains 5665 members 
Mstep: Class 29 contains 12295 members 
Mstep: Class 30 contains 3026 members 
Mstep: Class 31 contains 6542 members 
Mstep: Class 32 contains 10905 members 
Mstep: Class 33 contains 54547 members 
Mstep: Class 34 contains 21680 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131294 members 
Mstep: Class 37 contains 230620 members 
Mstep: Class 38 contains 21631 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 878 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500336.000000 Penalty: 147473.906250
Iteration 255Q: 42 clusters Score -2.355003e+08 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 8676 members 
Mstep: Class 3 contains 15717 members 
Mstep: Class 4 contains 182908 members 
Mstep: Class 5 contains 320543 members 
Mstep: Class 6 contains 8689 members 
Mstep: Class 7 contains 188002 members 
Mstep: Class 8 contains 16468 members 
Mstep: Class 9 contains 11949 members 
Mstep: Class 10 contains 14484 members 
Mstep: Class 11 contains 8056 members 
Mstep: Class 12 contains 19350 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3184 members 
Mstep: Class 15 contains 101697 members 
Mstep: Class 16 contains 188990 members 
Mstep: Class 17 contains 16529 members 
Mstep: Class 18 contains 83494 members 
Mstep: Class 19 contains 25387 members 
Mstep: Class 20 contains 106424 members 
Mstep: Class 21 contains 44198 members 
Mstep: Class 22 contains 52848 members 
Mstep: Class 23 contains 10430 members 
Mstep: Class 24 contains 29803 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12779 members 
Mstep: Class 27 contains 11100 members 
Mstep: Class 28 contains 5669 members 
Mstep: Class 29 contains 12295 members 
Mstep: Class 30 contains 3027 members 
Mstep: Class 31 contains 6542 members 
Mstep: Class 32 contains 10906 members 
Mstep: Class 33 contains 54544 members 
Mstep: Class 34 contains 21745 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131294 members 
Mstep: Class 37 contains 230549 members 
Mstep: Class 38 contains 21628 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 878 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500096.000000 Penalty: 147473.906250
Iteration 256Q: 42 clusters Score -2.355001e+08 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 8682 members 
Mstep: Class 3 contains 15719 members 
Mstep: Class 4 contains 182878 members 
Mstep: Class 5 contains 320575 members 
Mstep: Class 6 contains 8687 members 
Mstep: Class 7 contains 187711 members 
Mstep: Class 8 contains 16465 members 
Mstep: Class 9 contains 11953 members 
Mstep: Class 10 contains 14474 members 
Mstep: Class 11 contains 8057 members 
Mstep: Class 12 contains 19353 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3185 members 
Mstep: Class 15 contains 101689 members 
Mstep: Class 16 contains 188955 members 
Mstep: Class 17 contains 16530 members 
Mstep: Class 18 contains 83493 members 
Mstep: Class 19 contains 25392 members 
Mstep: Class 20 contains 106776 members 
Mstep: Class 21 contains 44201 members 
Mstep: Class 22 contains 52847 members 
Mstep: Class 23 contains 10431 members 
Mstep: Class 24 contains 29794 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12788 members 
Mstep: Class 27 contains 11098 members 
Mstep: Class 28 contains 5672 members 
Mstep: Class 29 contains 12293 members 
Mstep: Class 30 contains 3029 members 
Mstep: Class 31 contains 6539 members 
Mstep: Class 32 contains 10907 members 
Mstep: Class 33 contains 54540 members 
Mstep: Class 34 contains 21799 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131300 members 
Mstep: Class 37 contains 230467 members 
Mstep: Class 38 contains 21626 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 878 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499872.000000 Penalty: 147473.906250
Iteration 257Q: 42 clusters Score -2.354999e+08 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 8683 members 
Mstep: Class 3 contains 15720 members 
Mstep: Class 4 contains 182836 members 
Mstep: Class 5 contains 320588 members 
Mstep: Class 6 contains 8686 members 
Mstep: Class 7 contains 187483 members 
Mstep: Class 8 contains 16465 members 
Mstep: Class 9 contains 11957 members 
Mstep: Class 10 contains 14471 members 
Mstep: Class 11 contains 8056 members 
Mstep: Class 12 contains 19367 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3184 members 
Mstep: Class 15 contains 101687 members 
Mstep: Class 16 contains 188927 members 
Mstep: Class 17 contains 16530 members 
Mstep: Class 18 contains 83488 members 
Mstep: Class 19 contains 25397 members 
Mstep: Class 20 contains 107109 members 
Mstep: Class 21 contains 44201 members 
Mstep: Class 22 contains 52870 members 
Mstep: Class 23 contains 10432 members 
Mstep: Class 24 contains 29787 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12796 members 
Mstep: Class 27 contains 11098 members 
Mstep: Class 28 contains 5672 members 
Mstep: Class 29 contains 12296 members 
Mstep: Class 30 contains 3029 members 
Mstep: Class 31 contains 6539 members 
Mstep: Class 32 contains 10911 members 
Mstep: Class 33 contains 54538 members 
Mstep: Class 34 contains 21857 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131298 members 
Mstep: Class 37 contains 230323 members 
Mstep: Class 38 contains 21625 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 878 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499840.000000 Penalty: 147473.906250
Iteration 258Q: 42 clusters Score -2.354998e+08 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 8683 members 
Mstep: Class 3 contains 15720 members 
Mstep: Class 4 contains 182787 members 
Mstep: Class 5 contains 320606 members 
Mstep: Class 6 contains 8686 members 
Mstep: Class 7 contains 187282 members 
Mstep: Class 8 contains 16460 members 
Mstep: Class 9 contains 11957 members 
Mstep: Class 10 contains 14465 members 
Mstep: Class 11 contains 8060 members 
Mstep: Class 12 contains 19377 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3182 members 
Mstep: Class 15 contains 101684 members 
Mstep: Class 16 contains 188908 members 
Mstep: Class 17 contains 16528 members 
Mstep: Class 18 contains 83483 members 
Mstep: Class 19 contains 25401 members 
Mstep: Class 20 contains 107444 members 
Mstep: Class 21 contains 44208 members 
Mstep: Class 22 contains 52898 members 
Mstep: Class 23 contains 10438 members 
Mstep: Class 24 contains 29778 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12794 members 
Mstep: Class 27 contains 11098 members 
Mstep: Class 28 contains 5672 members 
Mstep: Class 29 contains 12296 members 
Mstep: Class 30 contains 3031 members 
Mstep: Class 31 contains 6533 members 
Mstep: Class 32 contains 10911 members 
Mstep: Class 33 contains 54540 members 
Mstep: Class 34 contains 21909 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131306 members 
Mstep: Class 37 contains 230165 members 
Mstep: Class 38 contains 21619 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 878 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499872.000000 Penalty: 147473.906250
Iteration 259Q: 42 clusters Score -2.354999e+08 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 8684 members 
Mstep: Class 3 contains 15717 members 
Mstep: Class 4 contains 182732 members 
Mstep: Class 5 contains 320617 members 
Mstep: Class 6 contains 8685 members 
Mstep: Class 7 contains 187090 members 
Mstep: Class 8 contains 16460 members 
Mstep: Class 9 contains 11958 members 
Mstep: Class 10 contains 14462 members 
Mstep: Class 11 contains 8059 members 
Mstep: Class 12 contains 19383 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3184 members 
Mstep: Class 15 contains 101681 members 
Mstep: Class 16 contains 188880 members 
Mstep: Class 17 contains 16523 members 
Mstep: Class 18 contains 83485 members 
Mstep: Class 19 contains 25405 members 
Mstep: Class 20 contains 107747 members 
Mstep: Class 21 contains 44206 members 
Mstep: Class 22 contains 52917 members 
Mstep: Class 23 contains 10443 members 
Mstep: Class 24 contains 29770 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12792 members 
Mstep: Class 27 contains 11097 members 
Mstep: Class 28 contains 5669 members 
Mstep: Class 29 contains 12296 members 
Mstep: Class 30 contains 3033 members 
Mstep: Class 31 contains 6530 members 
Mstep: Class 32 contains 10917 members 
Mstep: Class 33 contains 54538 members 
Mstep: Class 34 contains 21971 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131311 members 
Mstep: Class 37 contains 230047 members 
Mstep: Class 38 contains 21615 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 878 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500064.000000 Penalty: 147473.906250
Iteration 260F: 42 clusters Score -2.355001e+08 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 8687 members 
Mstep: Class 3 contains 15717 members 
Mstep: Class 4 contains 182695 members 
Mstep: Class 5 contains 320616 members 
Mstep: Class 6 contains 8685 members 
Mstep: Class 7 contains 186902 members 
Mstep: Class 8 contains 16457 members 
Mstep: Class 9 contains 11960 members 
Mstep: Class 10 contains 14459 members 
Mstep: Class 11 contains 8064 members 
Mstep: Class 12 contains 19387 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3184 members 
Mstep: Class 15 contains 101678 members 
Mstep: Class 16 contains 188854 members 
Mstep: Class 17 contains 16518 members 
Mstep: Class 18 contains 83484 members 
Mstep: Class 19 contains 25408 members 
Mstep: Class 20 contains 108053 members 
Mstep: Class 21 contains 44210 members 
Mstep: Class 22 contains 52924 members 
Mstep: Class 23 contains 10445 members 
Mstep: Class 24 contains 29760 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12792 members 
Mstep: Class 27 contains 11097 members 
Mstep: Class 28 contains 5670 members 
Mstep: Class 29 contains 12295 members 
Mstep: Class 30 contains 3032 members 
Mstep: Class 31 contains 6529 members 
Mstep: Class 32 contains 10918 members 
Mstep: Class 33 contains 54533 members 
Mstep: Class 34 contains 22020 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131307 members 
Mstep: Class 37 contains 229950 members 
Mstep: Class 38 contains 21612 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 878 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500352.000000 Penalty: 147473.906250
Iteration 261Q: 42 clusters Score -2.355004e+08 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 8687 members 
Mstep: Class 3 contains 15716 members 
Mstep: Class 4 contains 182654 members 
Mstep: Class 5 contains 320624 members 
Mstep: Class 6 contains 8687 members 
Mstep: Class 7 contains 186692 members 
Mstep: Class 8 contains 16458 members 
Mstep: Class 9 contains 11965 members 
Mstep: Class 10 contains 14460 members 
Mstep: Class 11 contains 8066 members 
Mstep: Class 12 contains 19388 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3185 members 
Mstep: Class 15 contains 101677 members 
Mstep: Class 16 contains 188833 members 
Mstep: Class 17 contains 16517 members 
Mstep: Class 18 contains 83485 members 
Mstep: Class 19 contains 25410 members 
Mstep: Class 20 contains 108329 members 
Mstep: Class 21 contains 44215 members 
Mstep: Class 22 contains 52928 members 
Mstep: Class 23 contains 10447 members 
Mstep: Class 24 contains 29753 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12797 members 
Mstep: Class 27 contains 11095 members 
Mstep: Class 28 contains 5670 members 
Mstep: Class 29 contains 12293 members 
Mstep: Class 30 contains 3033 members 
Mstep: Class 31 contains 6526 members 
Mstep: Class 32 contains 10921 members 
Mstep: Class 33 contains 54526 members 
Mstep: Class 34 contains 22052 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131306 members 
Mstep: Class 37 contains 229896 members 
Mstep: Class 38 contains 21610 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 878 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500384.000000 Penalty: 147473.906250
Iteration 262Q: 42 clusters Score -2.355004e+08 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 8689 members 
Mstep: Class 3 contains 15710 members 
Mstep: Class 4 contains 182620 members 
Mstep: Class 5 contains 320622 members 
Mstep: Class 6 contains 8686 members 
Mstep: Class 7 contains 186526 members 
Mstep: Class 8 contains 16456 members 
Mstep: Class 9 contains 11971 members 
Mstep: Class 10 contains 14456 members 
Mstep: Class 11 contains 8068 members 
Mstep: Class 12 contains 19385 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3186 members 
Mstep: Class 15 contains 101672 members 
Mstep: Class 16 contains 188809 members 
Mstep: Class 17 contains 16515 members 
Mstep: Class 18 contains 83491 members 
Mstep: Class 19 contains 25413 members 
Mstep: Class 20 contains 108584 members 
Mstep: Class 21 contains 44214 members 
Mstep: Class 22 contains 52926 members 
Mstep: Class 23 contains 10450 members 
Mstep: Class 24 contains 29753 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12803 members 
Mstep: Class 27 contains 11093 members 
Mstep: Class 28 contains 5668 members 
Mstep: Class 29 contains 12288 members 
Mstep: Class 30 contains 3036 members 
Mstep: Class 31 contains 6521 members 
Mstep: Class 32 contains 10921 members 
Mstep: Class 33 contains 54524 members 
Mstep: Class 34 contains 22092 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131309 members 
Mstep: Class 37 contains 229834 members 
Mstep: Class 38 contains 21610 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 878 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500192.000000 Penalty: 147473.906250
Iteration 263Q: 42 clusters Score -2.355002e+08 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 8693 members 
Mstep: Class 3 contains 15707 members 
Mstep: Class 4 contains 182574 members 
Mstep: Class 5 contains 320613 members 
Mstep: Class 6 contains 8683 members 
Mstep: Class 7 contains 186335 members 
Mstep: Class 8 contains 16457 members 
Mstep: Class 9 contains 11977 members 
Mstep: Class 10 contains 14455 members 
Mstep: Class 11 contains 8067 members 
Mstep: Class 12 contains 19388 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3186 members 
Mstep: Class 15 contains 101671 members 
Mstep: Class 16 contains 188766 members 
Mstep: Class 17 contains 16510 members 
Mstep: Class 18 contains 83491 members 
Mstep: Class 19 contains 25413 members 
Mstep: Class 20 contains 108855 members 
Mstep: Class 21 contains 44218 members 
Mstep: Class 22 contains 52930 members 
Mstep: Class 23 contains 10451 members 
Mstep: Class 24 contains 29751 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12800 members 
Mstep: Class 27 contains 11093 members 
Mstep: Class 28 contains 5666 members 
Mstep: Class 29 contains 12284 members 
Mstep: Class 30 contains 3037 members 
Mstep: Class 31 contains 6519 members 
Mstep: Class 32 contains 10922 members 
Mstep: Class 33 contains 54528 members 
Mstep: Class 34 contains 22120 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131313 members 
Mstep: Class 37 contains 229818 members 
Mstep: Class 38 contains 21609 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 878 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500112.000000 Penalty: 147473.906250
Iteration 264Q: 42 clusters Score -2.355001e+08 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 8692 members 
Mstep: Class 3 contains 15706 members 
Mstep: Class 4 contains 182548 members 
Mstep: Class 5 contains 320631 members 
Mstep: Class 6 contains 8680 members 
Mstep: Class 7 contains 186174 members 
Mstep: Class 8 contains 16457 members 
Mstep: Class 9 contains 11979 members 
Mstep: Class 10 contains 14448 members 
Mstep: Class 11 contains 8068 members 
Mstep: Class 12 contains 19380 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3186 members 
Mstep: Class 15 contains 101670 members 
Mstep: Class 16 contains 188722 members 
Mstep: Class 17 contains 16509 members 
Mstep: Class 18 contains 83491 members 
Mstep: Class 19 contains 25413 members 
Mstep: Class 20 contains 109108 members 
Mstep: Class 21 contains 44214 members 
Mstep: Class 22 contains 52920 members 
Mstep: Class 23 contains 10453 members 
Mstep: Class 24 contains 29753 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12801 members 
Mstep: Class 27 contains 11090 members 
Mstep: Class 28 contains 5665 members 
Mstep: Class 29 contains 12270 members 
Mstep: Class 30 contains 3039 members 
Mstep: Class 31 contains 6518 members 
Mstep: Class 32 contains 10920 members 
Mstep: Class 33 contains 54530 members 
Mstep: Class 34 contains 22152 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131310 members 
Mstep: Class 37 contains 229799 members 
Mstep: Class 38 contains 21605 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 878 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500400.000000 Penalty: 147473.906250
Iteration 265Q: 42 clusters Score -2.355004e+08 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 8693 members 
Mstep: Class 3 contains 15705 members 
Mstep: Class 4 contains 182515 members 
Mstep: Class 5 contains 320637 members 
Mstep: Class 6 contains 8683 members 
Mstep: Class 7 contains 185972 members 
Mstep: Class 8 contains 16458 members 
Mstep: Class 9 contains 11985 members 
Mstep: Class 10 contains 14447 members 
Mstep: Class 11 contains 8066 members 
Mstep: Class 12 contains 19386 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3186 members 
Mstep: Class 15 contains 101667 members 
Mstep: Class 16 contains 188669 members 
Mstep: Class 17 contains 16508 members 
Mstep: Class 18 contains 83497 members 
Mstep: Class 19 contains 25413 members 
Mstep: Class 20 contains 109333 members 
Mstep: Class 21 contains 44212 members 
Mstep: Class 22 contains 52924 members 
Mstep: Class 23 contains 10456 members 
Mstep: Class 24 contains 29743 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12801 members 
Mstep: Class 27 contains 11089 members 
Mstep: Class 28 contains 5664 members 
Mstep: Class 29 contains 12267 members 
Mstep: Class 30 contains 3039 members 
Mstep: Class 31 contains 6518 members 
Mstep: Class 32 contains 10922 members 
Mstep: Class 33 contains 54534 members 
Mstep: Class 34 contains 22172 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131302 members 
Mstep: Class 37 contains 229840 members 
Mstep: Class 38 contains 21600 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 878 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500432.000000 Penalty: 147473.906250
Iteration 266Q: 42 clusters Score -2.355004e+08 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 8693 members 
Mstep: Class 3 contains 15704 members 
Mstep: Class 4 contains 182487 members 
Mstep: Class 5 contains 320648 members 
Mstep: Class 6 contains 8681 members 
Mstep: Class 7 contains 185783 members 
Mstep: Class 8 contains 16457 members 
Mstep: Class 9 contains 11988 members 
Mstep: Class 10 contains 14443 members 
Mstep: Class 11 contains 8065 members 
Mstep: Class 12 contains 19392 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3186 members 
Mstep: Class 15 contains 101663 members 
Mstep: Class 16 contains 188622 members 
Mstep: Class 17 contains 16504 members 
Mstep: Class 18 contains 83498 members 
Mstep: Class 19 contains 25412 members 
Mstep: Class 20 contains 109555 members 
Mstep: Class 21 contains 44214 members 
Mstep: Class 22 contains 52923 members 
Mstep: Class 23 contains 10457 members 
Mstep: Class 24 contains 29730 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12801 members 
Mstep: Class 27 contains 11089 members 
Mstep: Class 28 contains 5664 members 
Mstep: Class 29 contains 12263 members 
Mstep: Class 30 contains 3039 members 
Mstep: Class 31 contains 6526 members 
Mstep: Class 32 contains 10924 members 
Mstep: Class 33 contains 54534 members 
Mstep: Class 34 contains 22192 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131299 members 
Mstep: Class 37 contains 229871 members 
Mstep: Class 38 contains 21598 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 878 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500336.000000 Penalty: 147473.906250
Iteration 267Q: 42 clusters Score -2.355003e+08 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 8691 members 
Mstep: Class 3 contains 15703 members 
Mstep: Class 4 contains 182430 members 
Mstep: Class 5 contains 320655 members 
Mstep: Class 6 contains 8682 members 
Mstep: Class 7 contains 185614 members 
Mstep: Class 8 contains 16455 members 
Mstep: Class 9 contains 11990 members 
Mstep: Class 10 contains 14440 members 
Mstep: Class 11 contains 8065 members 
Mstep: Class 12 contains 19392 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3186 members 
Mstep: Class 15 contains 101658 members 
Mstep: Class 16 contains 188594 members 
Mstep: Class 17 contains 16503 members 
Mstep: Class 18 contains 83503 members 
Mstep: Class 19 contains 25415 members 
Mstep: Class 20 contains 109768 members 
Mstep: Class 21 contains 44216 members 
Mstep: Class 22 contains 52922 members 
Mstep: Class 23 contains 10458 members 
Mstep: Class 24 contains 29717 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12800 members 
Mstep: Class 27 contains 11088 members 
Mstep: Class 28 contains 5664 members 
Mstep: Class 29 contains 12264 members 
Mstep: Class 30 contains 3040 members 
Mstep: Class 31 contains 6527 members 
Mstep: Class 32 contains 10922 members 
Mstep: Class 33 contains 54534 members 
Mstep: Class 34 contains 22217 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131302 members 
Mstep: Class 37 contains 229894 members 
Mstep: Class 38 contains 21597 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 878 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500256.000000 Penalty: 147473.906250
Iteration 268Q: 42 clusters Score -2.355003e+08 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 8690 members 
Mstep: Class 3 contains 15705 members 
Mstep: Class 4 contains 182383 members 
Mstep: Class 5 contains 320664 members 
Mstep: Class 6 contains 8676 members 
Mstep: Class 7 contains 185447 members 
Mstep: Class 8 contains 16456 members 
Mstep: Class 9 contains 11990 members 
Mstep: Class 10 contains 14437 members 
Mstep: Class 11 contains 8064 members 
Mstep: Class 12 contains 19395 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3186 members 
Mstep: Class 15 contains 101656 members 
Mstep: Class 16 contains 188550 members 
Mstep: Class 17 contains 16508 members 
Mstep: Class 18 contains 83504 members 
Mstep: Class 19 contains 25416 members 
Mstep: Class 20 contains 109950 members 
Mstep: Class 21 contains 44214 members 
Mstep: Class 22 contains 52925 members 
Mstep: Class 23 contains 10457 members 
Mstep: Class 24 contains 29704 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12797 members 
Mstep: Class 27 contains 11088 members 
Mstep: Class 28 contains 5664 members 
Mstep: Class 29 contains 12266 members 
Mstep: Class 30 contains 3041 members 
Mstep: Class 31 contains 6527 members 
Mstep: Class 32 contains 10923 members 
Mstep: Class 33 contains 54530 members 
Mstep: Class 34 contains 22252 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131305 members 
Mstep: Class 37 contains 229938 members 
Mstep: Class 38 contains 21596 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 878 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500560.000000 Penalty: 147473.906250
Iteration 269Q: 42 clusters Score -2.355006e+08 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 8689 members 
Mstep: Class 3 contains 15703 members 
Mstep: Class 4 contains 182328 members 
Mstep: Class 5 contains 320672 members 
Mstep: Class 6 contains 8676 members 
Mstep: Class 7 contains 185261 members 
Mstep: Class 8 contains 16458 members 
Mstep: Class 9 contains 11990 members 
Mstep: Class 10 contains 14437 members 
Mstep: Class 11 contains 8063 members 
Mstep: Class 12 contains 19393 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3186 members 
Mstep: Class 15 contains 101655 members 
Mstep: Class 16 contains 188500 members 
Mstep: Class 17 contains 16511 members 
Mstep: Class 18 contains 83510 members 
Mstep: Class 19 contains 25420 members 
Mstep: Class 20 contains 110128 members 
Mstep: Class 21 contains 44210 members 
Mstep: Class 22 contains 52919 members 
Mstep: Class 23 contains 10456 members 
Mstep: Class 24 contains 29691 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12799 members 
Mstep: Class 27 contains 11088 members 
Mstep: Class 28 contains 5666 members 
Mstep: Class 29 contains 12269 members 
Mstep: Class 30 contains 3042 members 
Mstep: Class 31 contains 6525 members 
Mstep: Class 32 contains 10923 members 
Mstep: Class 33 contains 54527 members 
Mstep: Class 34 contains 22294 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131308 members 
Mstep: Class 37 contains 230010 members 
Mstep: Class 38 contains 21596 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 878 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500208.000000 Penalty: 147473.906250
Iteration 270Q: 42 clusters Score -2.355002e+08 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 8690 members 
Mstep: Class 3 contains 15701 members 
Mstep: Class 4 contains 182281 members 
Mstep: Class 5 contains 320666 members 
Mstep: Class 6 contains 8673 members 
Mstep: Class 7 contains 185110 members 
Mstep: Class 8 contains 16460 members 
Mstep: Class 9 contains 11993 members 
Mstep: Class 10 contains 14444 members 
Mstep: Class 11 contains 8060 members 
Mstep: Class 12 contains 19400 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3185 members 
Mstep: Class 15 contains 101653 members 
Mstep: Class 16 contains 188460 members 
Mstep: Class 17 contains 16509 members 
Mstep: Class 18 contains 83508 members 
Mstep: Class 19 contains 25423 members 
Mstep: Class 20 contains 110259 members 
Mstep: Class 21 contains 44199 members 
Mstep: Class 22 contains 52920 members 
Mstep: Class 23 contains 10458 members 
Mstep: Class 24 contains 29681 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12793 members 
Mstep: Class 27 contains 11089 members 
Mstep: Class 28 contains 5667 members 
Mstep: Class 29 contains 12274 members 
Mstep: Class 30 contains 3043 members 
Mstep: Class 31 contains 6522 members 
Mstep: Class 32 contains 10921 members 
Mstep: Class 33 contains 54522 members 
Mstep: Class 34 contains 22339 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131311 members 
Mstep: Class 37 contains 230096 members 
Mstep: Class 38 contains 21596 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 878 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500640.000000 Penalty: 147473.906250
Iteration 271Q: 42 clusters Score -2.355006e+08 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 8692 members 
Mstep: Class 3 contains 15699 members 
Mstep: Class 4 contains 182243 members 
Mstep: Class 5 contains 320658 members 
Mstep: Class 6 contains 8674 members 
Mstep: Class 7 contains 184989 members 
Mstep: Class 8 contains 16463 members 
Mstep: Class 9 contains 11994 members 
Mstep: Class 10 contains 14444 members 
Mstep: Class 11 contains 8055 members 
Mstep: Class 12 contains 19404 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3184 members 
Mstep: Class 15 contains 101653 members 
Mstep: Class 16 contains 188426 members 
Mstep: Class 17 contains 16507 members 
Mstep: Class 18 contains 83506 members 
Mstep: Class 19 contains 25424 members 
Mstep: Class 20 contains 110412 members 
Mstep: Class 21 contains 44195 members 
Mstep: Class 22 contains 52923 members 
Mstep: Class 23 contains 10462 members 
Mstep: Class 24 contains 29675 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12791 members 
Mstep: Class 27 contains 11089 members 
Mstep: Class 28 contains 5668 members 
Mstep: Class 29 contains 12271 members 
Mstep: Class 30 contains 3044 members 
Mstep: Class 31 contains 6522 members 
Mstep: Class 32 contains 10921 members 
Mstep: Class 33 contains 54512 members 
Mstep: Class 34 contains 22382 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131314 members 
Mstep: Class 37 contains 230120 members 
Mstep: Class 38 contains 21591 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 878 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500112.000000 Penalty: 147473.906250
Iteration 272Q: 42 clusters Score -2.355001e+08 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 8694 members 
Mstep: Class 3 contains 15698 members 
Mstep: Class 4 contains 182214 members 
Mstep: Class 5 contains 320656 members 
Mstep: Class 6 contains 8676 members 
Mstep: Class 7 contains 184864 members 
Mstep: Class 8 contains 16463 members 
Mstep: Class 9 contains 11994 members 
Mstep: Class 10 contains 14445 members 
Mstep: Class 11 contains 8054 members 
Mstep: Class 12 contains 19409 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3184 members 
Mstep: Class 15 contains 101653 members 
Mstep: Class 16 contains 188384 members 
Mstep: Class 17 contains 16503 members 
Mstep: Class 18 contains 83502 members 
Mstep: Class 19 contains 25426 members 
Mstep: Class 20 contains 110589 members 
Mstep: Class 21 contains 44193 members 
Mstep: Class 22 contains 52920 members 
Mstep: Class 23 contains 10470 members 
Mstep: Class 24 contains 29673 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12790 members 
Mstep: Class 27 contains 11089 members 
Mstep: Class 28 contains 5669 members 
Mstep: Class 29 contains 12269 members 
Mstep: Class 30 contains 3046 members 
Mstep: Class 31 contains 6519 members 
Mstep: Class 32 contains 10922 members 
Mstep: Class 33 contains 54510 members 
Mstep: Class 34 contains 22415 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131315 members 
Mstep: Class 37 contains 230113 members 
Mstep: Class 38 contains 21586 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 878 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500112.000000 Penalty: 147473.906250
Iteration 273Q: 42 clusters Score -2.355001e+08 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 8693 members 
Mstep: Class 3 contains 15698 members 
Mstep: Class 4 contains 182191 members 
Mstep: Class 5 contains 320661 members 
Mstep: Class 6 contains 8676 members 
Mstep: Class 7 contains 184679 members 
Mstep: Class 8 contains 16463 members 
Mstep: Class 9 contains 11994 members 
Mstep: Class 10 contains 14439 members 
Mstep: Class 11 contains 8056 members 
Mstep: Class 12 contains 19410 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3185 members 
Mstep: Class 15 contains 101654 members 
Mstep: Class 16 contains 188365 members 
Mstep: Class 17 contains 16502 members 
Mstep: Class 18 contains 83502 members 
Mstep: Class 19 contains 25434 members 
Mstep: Class 20 contains 110754 members 
Mstep: Class 21 contains 44180 members 
Mstep: Class 22 contains 52920 members 
Mstep: Class 23 contains 10478 members 
Mstep: Class 24 contains 29668 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12791 members 
Mstep: Class 27 contains 11089 members 
Mstep: Class 28 contains 5670 members 
Mstep: Class 29 contains 12270 members 
Mstep: Class 30 contains 3049 members 
Mstep: Class 31 contains 6515 members 
Mstep: Class 32 contains 10928 members 
Mstep: Class 33 contains 54506 members 
Mstep: Class 34 contains 22453 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131317 members 
Mstep: Class 37 contains 230134 members 
Mstep: Class 38 contains 21583 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 878 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500064.000000 Penalty: 147473.906250
Iteration 274Q: 42 clusters Score -2.355001e+08 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 8695 members 
Mstep: Class 3 contains 15696 members 
Mstep: Class 4 contains 182169 members 
Mstep: Class 5 contains 320665 members 
Mstep: Class 6 contains 8673 members 
Mstep: Class 7 contains 184512 members 
Mstep: Class 8 contains 16465 members 
Mstep: Class 9 contains 11997 members 
Mstep: Class 10 contains 14439 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 19413 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3186 members 
Mstep: Class 15 contains 101654 members 
Mstep: Class 16 contains 188342 members 
Mstep: Class 17 contains 16499 members 
Mstep: Class 18 contains 83501 members 
Mstep: Class 19 contains 25438 members 
Mstep: Class 20 contains 110901 members 
Mstep: Class 21 contains 44178 members 
Mstep: Class 22 contains 52917 members 
Mstep: Class 23 contains 10485 members 
Mstep: Class 24 contains 29663 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12789 members 
Mstep: Class 27 contains 11087 members 
Mstep: Class 28 contains 5670 members 
Mstep: Class 29 contains 12272 members 
Mstep: Class 30 contains 3054 members 
Mstep: Class 31 contains 6517 members 
Mstep: Class 32 contains 10931 members 
Mstep: Class 33 contains 54504 members 
Mstep: Class 34 contains 22492 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131314 members 
Mstep: Class 37 contains 230158 members 
Mstep: Class 38 contains 21580 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 878 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500192.000000 Penalty: 147473.906250
Iteration 275Q: 42 clusters Score -2.355002e+08 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 8695 members 
Mstep: Class 3 contains 15693 members 
Mstep: Class 4 contains 182147 members 
Mstep: Class 5 contains 320654 members 
Mstep: Class 6 contains 8668 members 
Mstep: Class 7 contains 184311 members 
Mstep: Class 8 contains 16468 members 
Mstep: Class 9 contains 12002 members 
Mstep: Class 10 contains 14440 members 
Mstep: Class 11 contains 8043 members 
Mstep: Class 12 contains 19419 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3187 members 
Mstep: Class 15 contains 101653 members 
Mstep: Class 16 contains 188321 members 
Mstep: Class 17 contains 16499 members 
Mstep: Class 18 contains 83504 members 
Mstep: Class 19 contains 25440 members 
Mstep: Class 20 contains 111045 members 
Mstep: Class 21 contains 44175 members 
Mstep: Class 22 contains 52923 members 
Mstep: Class 23 contains 10489 members 
Mstep: Class 24 contains 29657 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12787 members 
Mstep: Class 27 contains 11089 members 
Mstep: Class 28 contains 5669 members 
Mstep: Class 29 contains 12272 members 
Mstep: Class 30 contains 3062 members 
Mstep: Class 31 contains 6513 members 
Mstep: Class 32 contains 10929 members 
Mstep: Class 33 contains 54500 members 
Mstep: Class 34 contains 22526 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131311 members 
Mstep: Class 37 contains 230242 members 
Mstep: Class 38 contains 21575 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 878 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499648.000000 Penalty: 147473.906250
Iteration 276Q: 42 clusters Score -2.354996e+08 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 8695 members 
Mstep: Class 3 contains 15694 members 
Mstep: Class 4 contains 182119 members 
Mstep: Class 5 contains 320670 members 
Mstep: Class 6 contains 8668 members 
Mstep: Class 7 contains 184129 members 
Mstep: Class 8 contains 16464 members 
Mstep: Class 9 contains 12011 members 
Mstep: Class 10 contains 14446 members 
Mstep: Class 11 contains 8038 members 
Mstep: Class 12 contains 19422 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3188 members 
Mstep: Class 15 contains 101654 members 
Mstep: Class 16 contains 188297 members 
Mstep: Class 17 contains 16498 members 
Mstep: Class 18 contains 83501 members 
Mstep: Class 19 contains 25435 members 
Mstep: Class 20 contains 111190 members 
Mstep: Class 21 contains 44177 members 
Mstep: Class 22 contains 52925 members 
Mstep: Class 23 contains 10491 members 
Mstep: Class 24 contains 29648 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12784 members 
Mstep: Class 27 contains 11088 members 
Mstep: Class 28 contains 5668 members 
Mstep: Class 29 contains 12272 members 
Mstep: Class 30 contains 3065 members 
Mstep: Class 31 contains 6505 members 
Mstep: Class 32 contains 10927 members 
Mstep: Class 33 contains 54499 members 
Mstep: Class 34 contains 22550 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131311 members 
Mstep: Class 37 contains 230299 members 
Mstep: Class 38 contains 21578 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 879 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499456.000000 Penalty: 147473.906250
Iteration 277Q: 42 clusters Score -2.354995e+08 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 8694 members 
Mstep: Class 3 contains 15694 members 
Mstep: Class 4 contains 182101 members 
Mstep: Class 5 contains 320692 members 
Mstep: Class 6 contains 8670 members 
Mstep: Class 7 contains 183916 members 
Mstep: Class 8 contains 16465 members 
Mstep: Class 9 contains 12021 members 
Mstep: Class 10 contains 14454 members 
Mstep: Class 11 contains 8035 members 
Mstep: Class 12 contains 19421 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3188 members 
Mstep: Class 15 contains 101658 members 
Mstep: Class 16 contains 188289 members 
Mstep: Class 17 contains 16503 members 
Mstep: Class 18 contains 83491 members 
Mstep: Class 19 contains 25434 members 
Mstep: Class 20 contains 111323 members 
Mstep: Class 21 contains 44170 members 
Mstep: Class 22 contains 52936 members 
Mstep: Class 23 contains 10493 members 
Mstep: Class 24 contains 29631 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12784 members 
Mstep: Class 27 contains 11085 members 
Mstep: Class 28 contains 5669 members 
Mstep: Class 29 contains 12272 members 
Mstep: Class 30 contains 3068 members 
Mstep: Class 31 contains 6501 members 
Mstep: Class 32 contains 10926 members 
Mstep: Class 33 contains 54492 members 
Mstep: Class 34 contains 22576 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131302 members 
Mstep: Class 37 contains 230377 members 
Mstep: Class 38 contains 21575 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 878 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499328.000000 Penalty: 147473.906250
Iteration 278Q: 42 clusters Score -2.354993e+08 nChanged 1032
Entering ConstructFrom: 
Score: -235499328.000000 Penalty: 147473.906250
Entering ConstructFrom: 
Trying to split cluster 1 (6537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Entering Unmasked Estep 
Score: -797797.437500 Penalty: 2178.737793
	Iteration 0F: 2 clusters Score -797797.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -792311.062500 Penalty: 4357.475586
	Iteration 0F: 3 clusters Score -792311.1 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -793743.625000 Penalty: 4357.475586
	Iteration 1F: 3 clusters Score -793743.6 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -794168.500000 Penalty: 4357.475586
	Iteration 2F: 3 clusters Score -794168.5 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -794622.937500 Penalty: 4357.475586
	Iteration 3F: 3 clusters Score -794622.9 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -795088.500000 Penalty: 4357.475586
	Iteration 4F: 3 clusters Score -795088.5 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -795525.687500 Penalty: 4357.475586
	Iteration 5F: 3 clusters Score -795525.7 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -795927.562500 Penalty: 4357.475586
	Iteration 6F: 3 clusters Score -795927.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -796268.062500 Penalty: 4357.475586
	Iteration 7F: 3 clusters Score -796268.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -796559.625000 Penalty: 4357.475586
	Iteration 8Q: 3 clusters Score -796559.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -796746.562500 Penalty: 4357.475586
	Iteration 9Q: 3 clusters Score -796746.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -796857.250000 Penalty: 4357.475586
	Iteration 10Q: 3 clusters Score -796857.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -796917.750000 Penalty: 4357.475586
	Iteration 11Q: 3 clusters Score -796917.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -796955.687500 Penalty: 4357.475586
	Iteration 12Q: 3 clusters Score -796955.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -796989.250000 Penalty: 4357.475586
	Iteration 13Q: 3 clusters Score -796989.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -797018.687500 Penalty: 4357.475586
	Iteration 14Q: 3 clusters Score -797018.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -797042.875000 Penalty: 4357.475586
	Iteration 15Q: 3 clusters Score -797042.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -797064.500000 Penalty: 4357.475586
	Iteration 16Q: 3 clusters Score -797064.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -797074.875000 Penalty: 4357.475586
	Iteration 17Q: 3 clusters Score -797074.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -797090.187500 Penalty: 4357.475586
	Iteration 18Q: 3 clusters Score -797090.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -797099.437500 Penalty: 4357.475586
	Iteration 19Q: 3 clusters Score -797099.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -797106.312500 Penalty: 4357.475586
	Iteration 20F: 3 clusters Score -797106.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -797113.625000 Penalty: 4357.475586
	Iteration 21Q: 3 clusters Score -797113.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -797120.187500 Penalty: 4357.475586
	Iteration 22Q: 3 clusters Score -797120.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -797121.562500 Penalty: 4357.475586
	Iteration 23Q: 3 clusters Score -797121.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -797124.250000 Penalty: 4357.475586
	Iteration 24Q: 3 clusters Score -797124.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -797126.687500 Penalty: 4357.475586
	Iteration 25Q: 3 clusters Score -797126.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -797127.875000 Penalty: 4357.475586
	Iteration 26Q: 3 clusters Score -797127.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -797130.062500 Penalty: 4357.475586
	Iteration 27Q: 3 clusters Score -797130.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -797130.250000 Penalty: 4357.475586
	Iteration 28Q: 3 clusters Score -797130.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -797133.000000 Penalty: 4357.475586
	Iteration 29Q: 3 clusters Score -797133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -797131.875000 Penalty: 4357.475586
	Iteration 30Q: 3 clusters Score -797131.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -797132.187500 Penalty: 4357.475586
	Iteration 31Q: 3 clusters Score -797132.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -797132.187500 Penalty: 4357.475586
	Iteration 32F: 3 clusters Score -797132.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Entering Unmasked Estep 
Score: -987826.687500 Penalty: 2249.427734
	Iteration 0F: 2 clusters Score -987826.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -980947.000000 Penalty: 4498.855469
	Iteration 0F: 3 clusters Score -980947 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -983044.125000 Penalty: 4498.855469
	Iteration 1F: 3 clusters Score -983044.1 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -983497.000000 Penalty: 4498.855469
	Iteration 2F: 3 clusters Score -983497 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -983841.125000 Penalty: 4498.855469
	Iteration 3F: 3 clusters Score -983841.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -984142.687500 Penalty: 4498.855469
	Iteration 4F: 3 clusters Score -984142.7 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -984460.812500 Penalty: 4498.855469
	Iteration 5F: 3 clusters Score -984460.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -984821.687500 Penalty: 4498.855469
	Iteration 6Q: 3 clusters Score -984821.7 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -985240.562500 Penalty: 4498.855469
	Iteration 7F: 3 clusters Score -985240.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -985578.250000 Penalty: 4498.855469
	Iteration 8Q: 3 clusters Score -985578.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -985848.000000 Penalty: 4498.855469
	Iteration 9Q: 3 clusters Score -985848 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -986071.937500 Penalty: 4498.855469
	Iteration 10Q: 3 clusters Score -986071.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -986228.562500 Penalty: 4498.855469
	Iteration 11Q: 3 clusters Score -986228.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -986348.625000 Penalty: 4498.855469
	Iteration 12Q: 3 clusters Score -986348.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -986452.937500 Penalty: 4498.855469
	Iteration 13Q: 3 clusters Score -986452.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -986550.750000 Penalty: 4498.855469
	Iteration 14Q: 3 clusters Score -986550.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -986628.312500 Penalty: 4498.855469
	Iteration 15Q: 3 clusters Score -986628.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -986704.687500 Penalty: 4498.855469
	Iteration 16Q: 3 clusters Score -986704.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -986765.937500 Penalty: 4498.855469
	Iteration 17Q: 3 clusters Score -986765.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -986820.312500 Penalty: 4498.855469
	Iteration 18Q: 3 clusters Score -986820.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -986874.000000 Penalty: 4498.855469
	Iteration 19Q: 3 clusters Score -986874 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -986918.187500 Penalty: 4498.855469
	Iteration 20F: 3 clusters Score -986918.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -986951.875000 Penalty: 4498.855469
	Iteration 21Q: 3 clusters Score -986951.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -986972.750000 Penalty: 4498.855469
	Iteration 22Q: 3 clusters Score -986972.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -986984.250000 Penalty: 4498.855469
	Iteration 23Q: 3 clusters Score -986984.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -986999.000000 Penalty: 4498.855469
	Iteration 24Q: 3 clusters Score -986999 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -987010.812500 Penalty: 4498.855469
	Iteration 25Q: 3 clusters Score -987010.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -987019.187500 Penalty: 4498.855469
	Iteration 26Q: 3 clusters Score -987019.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -987024.625000 Penalty: 4498.855469
	Iteration 27Q: 3 clusters Score -987024.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -987031.750000 Penalty: 4498.855469
	Iteration 28Q: 3 clusters Score -987031.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -987035.312500 Penalty: 4498.855469
	Iteration 29Q: 3 clusters Score -987035.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -987038.437500 Penalty: 4498.855469
	Iteration 30Q: 3 clusters Score -987038.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -987044.375000 Penalty: 4498.855469
	Iteration 31Q: 3 clusters Score -987044.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -987045.000000 Penalty: 4498.855469
	Iteration 32Q: 3 clusters Score -987045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -987045.437500 Penalty: 4498.855469
	Iteration 33Q: 3 clusters Score -987045.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -987048.687500 Penalty: 4498.855469
	Iteration 34Q: 3 clusters Score -987048.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -987050.625000 Penalty: 4498.855469
	Iteration 35Q: 3 clusters Score -987050.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -987051.937500 Penalty: 4498.855469
	Iteration 36Q: 3 clusters Score -987051.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -987052.937500 Penalty: 4498.855469
	Iteration 37Q: 3 clusters Score -987052.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -987053.937500 Penalty: 4498.855469
	Iteration 38Q: 3 clusters Score -987053.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -987054.625000 Penalty: 4498.855469
	Iteration 39Q: 3 clusters Score -987054.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -987057.187500 Penalty: 4498.855469
	Iteration 40F: 3 clusters Score -987057.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -987061.375000 Penalty: 4498.855469
	Iteration 41Q: 3 clusters Score -987061.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -987062.687500 Penalty: 4498.855469
	Iteration 42Q: 3 clusters Score -987062.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -987062.187500 Penalty: 4498.855469
	Iteration 43Q: 3 clusters Score -987062.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -987062.187500 Penalty: 4498.855469
	Iteration 44Q: 3 clusters Score -987062.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -987062.812500 Penalty: 4498.855469
	Iteration 45Q: 3 clusters Score -987062.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -987062.375000 Penalty: 4498.855469
	Iteration 46Q: 3 clusters Score -987062.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -987065.062500 Penalty: 4498.855469
	Iteration 47Q: 3 clusters Score -987065.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -987065.000000 Penalty: 4498.855469
	Iteration 48Q: 3 clusters Score -987065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -987069.875000 Penalty: 4498.855469
	Iteration 49Q: 3 clusters Score -987069.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -987069.187500 Penalty: 4498.855469
	Iteration 50Q: 3 clusters Score -987069.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -987068.500000 Penalty: 4498.855469
	Iteration 51Q: 3 clusters Score -987068.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -987070.937500 Penalty: 4498.855469
	Iteration 52Q: 3 clusters Score -987070.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -987071.625000 Penalty: 4498.855469
	Iteration 53Q: 3 clusters Score -987071.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -987071.375000 Penalty: 4498.855469
	Iteration 54Q: 3 clusters Score -987071.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -987073.187500 Penalty: 4498.855469
	Iteration 55Q: 3 clusters Score -987073.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -987076.250000 Penalty: 4498.855469
	Iteration 56Q: 3 clusters Score -987076.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -987075.875000 Penalty: 4498.855469
	Iteration 57Q: 3 clusters Score -987075.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -987074.375000 Penalty: 4498.855469
	Iteration 58Q: 3 clusters Score -987074.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -987075.812500 Penalty: 4498.855469
	Iteration 59Q: 3 clusters Score -987075.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -987077.937500 Penalty: 4498.855469
	Iteration 60F: 3 clusters Score -987077.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -987079.312500 Penalty: 4498.855469
	Iteration 61Q: 3 clusters Score -987079.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -987080.187500 Penalty: 4498.855469
	Iteration 62Q: 3 clusters Score -987080.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -987080.562500 Penalty: 4498.855469
	Iteration 63Q: 3 clusters Score -987080.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -987083.875000 Penalty: 4498.855469
	Iteration 64Q: 3 clusters Score -987083.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -987084.125000 Penalty: 4498.855469
	Iteration 65Q: 3 clusters Score -987084.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -987087.437500 Penalty: 4498.855469
	Iteration 66Q: 3 clusters Score -987087.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -987087.875000 Penalty: 4498.855469
	Iteration 67Q: 3 clusters Score -987087.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -987087.062500 Penalty: 4498.855469
	Iteration 68Q: 3 clusters Score -987087.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -987087.562500 Penalty: 4498.855469
	Iteration 69Q: 3 clusters Score -987087.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -987089.187500 Penalty: 4498.855469
	Iteration 70Q: 3 clusters Score -987089.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -987090.875000 Penalty: 4498.855469
	Iteration 71Q: 3 clusters Score -987090.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -987092.625000 Penalty: 4498.855469
	Iteration 72Q: 3 clusters Score -987092.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -987091.312500 Penalty: 4498.855469
	Iteration 73Q: 3 clusters Score -987091.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -987093.312500 Penalty: 4498.855469
	Iteration 74Q: 3 clusters Score -987093.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -987093.937500 Penalty: 4498.855469
	Iteration 75Q: 3 clusters Score -987093.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -987096.312500 Penalty: 4498.855469
	Iteration 76Q: 3 clusters Score -987096.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -987098.062500 Penalty: 4498.855469
	Iteration 77Q: 3 clusters Score -987098.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -987098.562500 Penalty: 4498.855469
	Iteration 78Q: 3 clusters Score -987098.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -987102.437500 Penalty: 4498.855469
	Iteration 79Q: 3 clusters Score -987102.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -987103.562500 Penalty: 4498.855469
	Iteration 80F: 3 clusters Score -987103.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -987106.062500 Penalty: 4498.855469
	Iteration 81Q: 3 clusters Score -987106.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -987109.937500 Penalty: 4498.855469
	Iteration 82Q: 3 clusters Score -987109.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -987112.125000 Penalty: 4498.855469
	Iteration 83Q: 3 clusters Score -987112.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -987115.937500 Penalty: 4498.855469
	Iteration 84Q: 3 clusters Score -987115.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -987118.625000 Penalty: 4498.855469
	Iteration 85Q: 3 clusters Score -987118.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -987124.625000 Penalty: 4498.855469
	Iteration 86Q: 3 clusters Score -987124.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -987132.125000 Penalty: 4498.855469
	Iteration 87Q: 3 clusters Score -987132.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -987137.000000 Penalty: 4498.855469
	Iteration 88Q: 3 clusters Score -987137 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -987142.312500 Penalty: 4498.855469
	Iteration 89Q: 3 clusters Score -987142.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -987144.687500 Penalty: 4498.855469
	Iteration 90Q: 3 clusters Score -987144.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -987150.375000 Penalty: 4498.855469
	Iteration 91Q: 3 clusters Score -987150.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -987156.375000 Penalty: 4498.855469
	Iteration 92Q: 3 clusters Score -987156.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -987166.375000 Penalty: 4498.855469
	Iteration 93Q: 3 clusters Score -987166.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -987168.750000 Penalty: 4498.855469
	Iteration 94Q: 3 clusters Score -987168.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -987178.250000 Penalty: 4498.855469
	Iteration 95Q: 3 clusters Score -987178.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -987184.312500 Penalty: 4498.855469
	Iteration 96Q: 3 clusters Score -987184.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -987194.062500 Penalty: 4498.855469
	Iteration 97Q: 3 clusters Score -987194.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -987204.812500 Penalty: 4498.855469
	Iteration 98Q: 3 clusters Score -987204.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -987211.812500 Penalty: 4498.855469
	Iteration 99Q: 3 clusters Score -987211.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -987217.625000 Penalty: 4498.855469
	Iteration 100F: 3 clusters Score -987217.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -987221.750000 Penalty: 4498.855469
	Iteration 101Q: 3 clusters Score -987221.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -987227.875000 Penalty: 4498.855469
	Iteration 102Q: 3 clusters Score -987227.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -987234.062500 Penalty: 4498.855469
	Iteration 103Q: 3 clusters Score -987234.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -987236.375000 Penalty: 4498.855469
	Iteration 104Q: 3 clusters Score -987236.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -987241.062500 Penalty: 4498.855469
	Iteration 105Q: 3 clusters Score -987241.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -987245.062500 Penalty: 4498.855469
	Iteration 106Q: 3 clusters Score -987245.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -987247.750000 Penalty: 4498.855469
	Iteration 107Q: 3 clusters Score -987247.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -987246.812500 Penalty: 4498.855469
	Iteration 108Q: 3 clusters Score -987246.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -987251.250000 Penalty: 4498.855469
	Iteration 109Q: 3 clusters Score -987251.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -987248.562500 Penalty: 4498.855469
	Iteration 110Q: 3 clusters Score -987248.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -987251.437500 Penalty: 4498.855469
	Iteration 111Q: 3 clusters Score -987251.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -987253.125000 Penalty: 4498.855469
	Iteration 112Q: 3 clusters Score -987253.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -987253.812500 Penalty: 4498.855469
	Iteration 113Q: 3 clusters Score -987253.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -987254.187500 Penalty: 4498.855469
	Iteration 114Q: 3 clusters Score -987254.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -987255.375000 Penalty: 4498.855469
	Iteration 115Q: 3 clusters Score -987255.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -987257.562500 Penalty: 4498.855469
	Iteration 116Q: 3 clusters Score -987257.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -987256.375000 Penalty: 4498.855469
	Iteration 117Q: 3 clusters Score -987256.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -987258.375000 Penalty: 4498.855469
	Iteration 118Q: 3 clusters Score -987258.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -987259.812500 Penalty: 4498.855469
	Iteration 119Q: 3 clusters Score -987259.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -987259.812500 Penalty: 4498.855469
	Iteration 120F: 3 clusters Score -987259.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Entering Unmasked Estep 
Score: -1873995.250000 Penalty: 2395.904541
	Iteration 0F: 2 clusters Score -1873995 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 7936 members 
Entering Unmasked Estep 
Score: -1862721.250000 Penalty: 4791.809082
	Iteration 0F: 3 clusters Score -1862721 nChanged 6806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1866299.750000 Penalty: 4791.809082
	Iteration 1F: 3 clusters Score -1866300 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1866711.500000 Penalty: 4791.809082
	Iteration 2F: 3 clusters Score -1866712 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1867089.500000 Penalty: 4791.809082
	Iteration 3Q: 3 clusters Score -1867090 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1867469.500000 Penalty: 4791.809082
	Iteration 4Q: 3 clusters Score -1867470 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1867842.625000 Penalty: 4791.809082
	Iteration 5Q: 3 clusters Score -1867843 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1868230.750000 Penalty: 4791.809082
	Iteration 6Q: 3 clusters Score -1868231 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1868611.625000 Penalty: 4791.809082
	Iteration 7Q: 3 clusters Score -1868612 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1869041.625000 Penalty: 4791.809082
	Iteration 8Q: 3 clusters Score -1869042 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1869449.125000 Penalty: 4791.809082
	Iteration 9Q: 3 clusters Score -1869449 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1869952.375000 Penalty: 4791.809082
	Iteration 10Q: 3 clusters Score -1869952 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1870526.875000 Penalty: 4791.809082
	Iteration 11Q: 3 clusters Score -1870527 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1871036.125000 Penalty: 4791.809082
	Iteration 12Q: 3 clusters Score -1871036 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1871442.000000 Penalty: 4791.809082
	Iteration 13Q: 3 clusters Score -1871442 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1871712.125000 Penalty: 4791.809082
	Iteration 14Q: 3 clusters Score -1871712 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1871876.500000 Penalty: 4791.809082
	Iteration 15Q: 3 clusters Score -1871876 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1871974.875000 Penalty: 4791.809082
	Iteration 16Q: 3 clusters Score -1871975 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1872016.375000 Penalty: 4791.809082
	Iteration 17Q: 3 clusters Score -1872016 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1872042.125000 Penalty: 4791.809082
	Iteration 18Q: 3 clusters Score -1872042 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1872050.875000 Penalty: 4791.809082
	Iteration 19Q: 3 clusters Score -1872051 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1872057.875000 Penalty: 4791.809082
	Iteration 20F: 3 clusters Score -1872058 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1872062.750000 Penalty: 4791.809082
	Iteration 21Q: 3 clusters Score -1872063 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1872067.875000 Penalty: 4791.809082
	Iteration 22Q: 3 clusters Score -1872068 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1872071.000000 Penalty: 4791.809082
	Iteration 23Q: 3 clusters Score -1872071 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1872070.125000 Penalty: 4791.809082
	Iteration 24Q: 3 clusters Score -1872070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1872073.500000 Penalty: 4791.809082
	Iteration 25Q: 3 clusters Score -1872074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1872073.500000 Penalty: 4791.809082
	Iteration 26Q: 3 clusters Score -1872074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1872074.125000 Penalty: 4791.809082
	Iteration 27Q: 3 clusters Score -1872074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1872075.000000 Penalty: 4791.809082
	Iteration 28Q: 3 clusters Score -1872075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1872075.875000 Penalty: 4791.809082
	Iteration 29Q: 3 clusters Score -1872076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1872076.500000 Penalty: 4791.809082
	Iteration 30Q: 3 clusters Score -1872076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1872074.625000 Penalty: 4791.809082
	Iteration 31Q: 3 clusters Score -1872075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1872077.500000 Penalty: 4791.809082
	Iteration 32Q: 3 clusters Score -1872078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1872077.625000 Penalty: 4791.809082
	Iteration 33Q: 3 clusters Score -1872078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1872077.625000 Penalty: 4791.809082
	Iteration 34F: 3 clusters Score -1872078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (182104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182104 members 
Entering Unmasked Estep 
Score: -22239924.000000 Penalty: 3003.858643
	Iteration 0F: 2 clusters Score -2.223992e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90474 members 
Mstep: Class 2 contains 91630 members 
Entering Unmasked Estep 
Score: -22118626.000000 Penalty: 6007.717285
	Iteration 0F: 3 clusters Score -2.211863e+07 nChanged 87773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79735 members 
Mstep: Class 2 contains 102369 members 
Entering Unmasked Estep 
Score: -22171516.000000 Penalty: 6007.717285
	Iteration 1F: 3 clusters Score -2.217152e+07 nChanged 8495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72156 members 
Mstep: Class 2 contains 109948 members 
Entering Unmasked Estep 
Score: -22174994.000000 Penalty: 6007.717285
	Iteration 2Q: 3 clusters Score -2.217499e+07 nChanged 11756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60860 members 
Mstep: Class 2 contains 121244 members 
Entering Unmasked Estep 
Score: -22182058.000000 Penalty: 6007.717285
	Iteration 3F: 3 clusters Score -2.218206e+07 nChanged 15292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45854 members 
Mstep: Class 2 contains 136250 members 
Entering Unmasked Estep 
Score: -22194364.000000 Penalty: 6007.717285
	Iteration 4F: 3 clusters Score -2.219436e+07 nChanged 16994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29036 members 
Mstep: Class 2 contains 153068 members 
Entering Unmasked Estep 
Score: -22210228.000000 Penalty: 6007.717285
	Iteration 5F: 3 clusters Score -2.221023e+07 nChanged 14149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 167153 members 
Entering Unmasked Estep 
Score: -22224350.000000 Penalty: 6007.717285
	Iteration 6F: 3 clusters Score -2.222435e+07 nChanged 8577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 175714 members 
Entering Unmasked Estep 
Score: -22232374.000000 Penalty: 6007.717285
	Iteration 7Q: 3 clusters Score -2.223237e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 179578 members 
Entering Unmasked Estep 
Score: -22235538.000000 Penalty: 6007.717285
	Iteration 8Q: 3 clusters Score -2.223554e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 180982 members 
Entering Unmasked Estep 
Score: -22236600.000000 Penalty: 6007.717285
	Iteration 9Q: 3 clusters Score -2.22366e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 181450 members 
Entering Unmasked Estep 
Score: -22236986.000000 Penalty: 6007.717285
	Iteration 10Q: 3 clusters Score -2.223699e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 181617 members 
Entering Unmasked Estep 
Score: -22237148.000000 Penalty: 6007.717285
	Iteration 11Q: 3 clusters Score -2.223715e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 181687 members 
Entering Unmasked Estep 
Score: -22237266.000000 Penalty: 6007.717285
	Iteration 12Q: 3 clusters Score -2.223727e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 181707 members 
Entering Unmasked Estep 
Score: -22237280.000000 Penalty: 6007.717285
	Iteration 13Q: 3 clusters Score -2.223728e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 181720 members 
Entering Unmasked Estep 
Score: -22237322.000000 Penalty: 6007.717285
	Iteration 14Q: 3 clusters Score -2.223732e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 181733 members 
Entering Unmasked Estep 
Score: -22237336.000000 Penalty: 6007.717285
	Iteration 15Q: 3 clusters Score -2.223734e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 181740 members 
Entering Unmasked Estep 
Score: -22237336.000000 Penalty: 6007.717285
	Iteration 16Q: 3 clusters Score -2.223734e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 181742 members 
Entering Unmasked Estep 
Score: -22237344.000000 Penalty: 6007.717285
	Iteration 17Q: 3 clusters Score -2.223734e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 181744 members 
Entering Unmasked Estep 
Score: -22237346.000000 Penalty: 6007.717285
	Iteration 18Q: 3 clusters Score -2.223735e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 181748 members 
Entering Unmasked Estep 
Score: -22237368.000000 Penalty: 6007.717285
	Iteration 19Q: 3 clusters Score -2.223737e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 181749 members 
Entering Unmasked Estep 
Score: -22237364.000000 Penalty: 6007.717285
	Iteration 20F: 3 clusters Score -2.223736e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 181751 members 
Entering Unmasked Estep 
Score: -22237354.000000 Penalty: 6007.717285
	Iteration 21Q: 3 clusters Score -2.223735e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 181751 members 
Entering Unmasked Estep 
Score: -22237374.000000 Penalty: 6007.717285
	Iteration 22Q: 3 clusters Score -2.223737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 181753 members 
Entering Unmasked Estep 
Score: -22237386.000000 Penalty: 6007.717285
	Iteration 23Q: 3 clusters Score -2.223739e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 181752 members 
Entering Unmasked Estep 
Score: -22237380.000000 Penalty: 6007.717285
	Iteration 24Q: 3 clusters Score -2.223738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 181752 members 
Entering Unmasked Estep 
Score: -22237390.000000 Penalty: 6007.717285
	Iteration 25Q: 3 clusters Score -2.223739e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 181753 members 
Entering Unmasked Estep 
Score: -22237394.000000 Penalty: 6007.717285
	Iteration 26Q: 3 clusters Score -2.223739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 181755 members 
Entering Unmasked Estep 
Score: -22237398.000000 Penalty: 6007.717285
	Iteration 27Q: 3 clusters Score -2.22374e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 181759 members 
Entering Unmasked Estep 
Score: -22237402.000000 Penalty: 6007.717285
	Iteration 28Q: 3 clusters Score -2.22374e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 181763 members 
Entering Unmasked Estep 
Score: -22237394.000000 Penalty: 6007.717285
	Iteration 29Q: 3 clusters Score -2.223739e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 181763 members 
Entering Unmasked Estep 
Score: -22237410.000000 Penalty: 6007.717285
	Iteration 30Q: 3 clusters Score -2.223741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 181765 members 
Entering Unmasked Estep 
Score: -22237408.000000 Penalty: 6007.717285
	Iteration 31Q: 3 clusters Score -2.223741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 181768 members 
Entering Unmasked Estep 
Score: -22237416.000000 Penalty: 6007.717285
	Iteration 32Q: 3 clusters Score -2.223742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 181769 members 
Entering Unmasked Estep 
Score: -22237436.000000 Penalty: 6007.717285
	Iteration 33Q: 3 clusters Score -2.223744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 181771 members 
Entering Unmasked Estep 
Score: -22237428.000000 Penalty: 6007.717285
	Iteration 34Q: 3 clusters Score -2.223743e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 181771 members 
Entering Unmasked Estep 
Score: -22237428.000000 Penalty: 6007.717285
	Iteration 35F: 3 clusters Score -2.223743e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (320697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320697 members 
Entering Unmasked Estep 
Score: -39021500.000000 Penalty: 3144.206543
	Iteration 0F: 2 clusters Score -3.90215e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160133 members 
Mstep: Class 2 contains 160564 members 
Entering Unmasked Estep 
Score: -38837444.000000 Penalty: 6288.413086
	Iteration 0F: 3 clusters Score -3.883744e+07 nChanged 155432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153357 members 
Mstep: Class 2 contains 167340 members 
Entering Unmasked Estep 
Score: -38929916.000000 Penalty: 6288.413086
	Iteration 1F: 3 clusters Score -3.892992e+07 nChanged 8032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149273 members 
Mstep: Class 2 contains 171424 members 
Entering Unmasked Estep 
Score: -38931372.000000 Penalty: 6288.413086
	Iteration 2Q: 3 clusters Score -3.893137e+07 nChanged 9176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142839 members 
Mstep: Class 2 contains 177858 members 
Entering Unmasked Estep 
Score: -38933400.000000 Penalty: 6288.413086
	Iteration 3Q: 3 clusters Score -3.89334e+07 nChanged 11543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132862 members 
Mstep: Class 2 contains 187835 members 
Entering Unmasked Estep 
Score: -38936304.000000 Penalty: 6288.413086
	Iteration 4Q: 3 clusters Score -3.89363e+07 nChanged 15861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117985 members 
Mstep: Class 2 contains 202712 members 
Entering Unmasked Estep 
Score: -38941544.000000 Penalty: 6288.413086
	Iteration 5Q: 3 clusters Score -3.894154e+07 nChanged 20922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97827 members 
Mstep: Class 2 contains 222870 members 
Entering Unmasked Estep 
Score: -38949032.000000 Penalty: 6288.413086
	Iteration 6F: 3 clusters Score -3.894903e+07 nChanged 24530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73815 members 
Mstep: Class 2 contains 246882 members 
Entering Unmasked Estep 
Score: -38960932.000000 Penalty: 6288.413086
	Iteration 7F: 3 clusters Score -3.896093e+07 nChanged 24350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49705 members 
Mstep: Class 2 contains 270992 members 
Entering Unmasked Estep 
Score: -38975620.000000 Penalty: 6288.413086
	Iteration 8F: 3 clusters Score -3.897562e+07 nChanged 20014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29777 members 
Mstep: Class 2 contains 290920 members 
Entering Unmasked Estep 
Score: -38990620.000000 Penalty: 6288.413086
	Iteration 9F: 3 clusters Score -3.899062e+07 nChanged 13695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 304585 members 
Entering Unmasked Estep 
Score: -39002292.000000 Penalty: 6288.413086
	Iteration 10Q: 3 clusters Score -3.900229e+07 nChanged 8021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 312588 members 
Entering Unmasked Estep 
Score: -39010468.000000 Penalty: 6288.413086
	Iteration 11Q: 3 clusters Score -3.901047e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 316725 members 
Entering Unmasked Estep 
Score: -39014776.000000 Penalty: 6288.413086
	Iteration 12Q: 3 clusters Score -3.901478e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 318715 members 
Entering Unmasked Estep 
Score: -39016940.000000 Penalty: 6288.413086
	Iteration 13Q: 3 clusters Score -3.901694e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 319559 members 
Entering Unmasked Estep 
Score: -39017860.000000 Penalty: 6288.413086
	Iteration 14Q: 3 clusters Score -3.901786e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 319921 members 
Entering Unmasked Estep 
Score: -39018252.000000 Penalty: 6288.413086
	Iteration 15Q: 3 clusters Score -3.901825e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 320091 members 
Entering Unmasked Estep 
Score: -39018472.000000 Penalty: 6288.413086
	Iteration 16Q: 3 clusters Score -3.901847e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 320156 members 
Entering Unmasked Estep 
Score: -39018592.000000 Penalty: 6288.413086
	Iteration 17Q: 3 clusters Score -3.901859e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 320196 members 
Entering Unmasked Estep 
Score: -39018620.000000 Penalty: 6288.413086
	Iteration 18Q: 3 clusters Score -3.901862e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 320212 members 
Entering Unmasked Estep 
Score: -39018652.000000 Penalty: 6288.413086
	Iteration 19Q: 3 clusters Score -3.901865e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 320227 members 
Entering Unmasked Estep 
Score: -39018636.000000 Penalty: 6288.413086
	Iteration 20F: 3 clusters Score -3.901864e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 320232 members 
Entering Unmasked Estep 
Score: -39018680.000000 Penalty: 6288.413086
	Iteration 21Q: 3 clusters Score -3.901868e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 320240 members 
Entering Unmasked Estep 
Score: -39018700.000000 Penalty: 6288.413086
	Iteration 22Q: 3 clusters Score -3.90187e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 320241 members 
Entering Unmasked Estep 
Score: -39018716.000000 Penalty: 6288.413086
	Iteration 23Q: 3 clusters Score -3.901872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 320245 members 
Entering Unmasked Estep 
Score: -39018704.000000 Penalty: 6288.413086
	Iteration 24Q: 3 clusters Score -3.90187e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 320247 members 
Entering Unmasked Estep 
Score: -39018712.000000 Penalty: 6288.413086
	Iteration 25Q: 3 clusters Score -3.901871e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 320248 members 
Entering Unmasked Estep 
Score: -39018712.000000 Penalty: 6288.413086
	Iteration 26Q: 3 clusters Score -3.901871e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 320249 members 
Entering Unmasked Estep 
Score: -39018712.000000 Penalty: 6288.413086
	Iteration 27Q: 3 clusters Score -3.901871e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 320249 members 
Entering Unmasked Estep 
Score: -39018712.000000 Penalty: 6288.413086
	Iteration 28F: 3 clusters Score -3.901871e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Entering Unmasked Estep 
Score: -1036443.812500 Penalty: 2248.799316
	Iteration 0F: 2 clusters Score -1036444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1029643.437500 Penalty: 4497.598633
	Iteration 0F: 3 clusters Score -1029643 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1032020.937500 Penalty: 4497.598633
	Iteration 1F: 3 clusters Score -1032021 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1033327.000000 Penalty: 4497.598633
	Iteration 2F: 3 clusters Score -1033327 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1034668.812500 Penalty: 4497.598633
	Iteration 3F: 3 clusters Score -1034669 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1035502.562500 Penalty: 4497.598633
	Iteration 4F: 3 clusters Score -1035503 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1035856.750000 Penalty: 4497.598633
	Iteration 5F: 3 clusters Score -1035857 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1035982.000000 Penalty: 4497.598633
	Iteration 6Q: 3 clusters Score -1035982 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1036040.125000 Penalty: 4497.598633
	Iteration 7Q: 3 clusters Score -1036040 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1036072.187500 Penalty: 4497.598633
	Iteration 8Q: 3 clusters Score -1036072 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1036081.687500 Penalty: 4497.598633
	Iteration 9Q: 3 clusters Score -1036082 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1036092.250000 Penalty: 4497.598633
	Iteration 10Q: 3 clusters Score -1036092 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1036095.437500 Penalty: 4497.598633
	Iteration 11Q: 3 clusters Score -1036095 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1036099.750000 Penalty: 4497.598633
	Iteration 12Q: 3 clusters Score -1036100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1036101.875000 Penalty: 4497.598633
	Iteration 13Q: 3 clusters Score -1036102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1036104.562500 Penalty: 4497.598633
	Iteration 14Q: 3 clusters Score -1036105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1036105.937500 Penalty: 4497.598633
	Iteration 15Q: 3 clusters Score -1036106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1036108.312500 Penalty: 4497.598633
	Iteration 16Q: 3 clusters Score -1036108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1036108.812500 Penalty: 4497.598633
	Iteration 17Q: 3 clusters Score -1036109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1036108.187500 Penalty: 4497.598633
	Iteration 18Q: 3 clusters Score -1036108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1036107.812500 Penalty: 4497.598633
	Iteration 19Q: 3 clusters Score -1036108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1036107.062500 Penalty: 4497.598633
	Iteration 20F: 3 clusters Score -1036107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1036109.875000 Penalty: 4497.598633
	Iteration 21Q: 3 clusters Score -1036110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1036109.875000 Penalty: 4497.598633
	Iteration 22F: 3 clusters Score -1036110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (183699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183699 members 
Entering Unmasked Estep 
Score: -22670030.000000 Penalty: 3006.021240
	Iteration 0F: 2 clusters Score -2.267003e+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 91693 members 
Entering Unmasked Estep 
Score: -22547858.000000 Penalty: 6012.042480
	Iteration 0F: 3 clusters Score -2.254786e+07 nChanged 88307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93939 members 
Mstep: Class 2 contains 89760 members 
Entering Unmasked Estep 
Score: -22599482.000000 Penalty: 6012.042480
	Iteration 1F: 3 clusters Score -2.259948e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95466 members 
Mstep: Class 2 contains 88233 members 
Entering Unmasked Estep 
Score: -22600534.000000 Penalty: 6012.042480
	Iteration 2Q: 3 clusters Score -2.260053e+07 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97909 members 
Mstep: Class 2 contains 85790 members 
Entering Unmasked Estep 
Score: -22601724.000000 Penalty: 6012.042480
	Iteration 3Q: 3 clusters Score -2.260172e+07 nChanged 5613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101574 members 
Mstep: Class 2 contains 82125 members 
Entering Unmasked Estep 
Score: -22603188.000000 Penalty: 6012.042480
	Iteration 4Q: 3 clusters Score -2.260319e+07 nChanged 6840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107152 members 
Mstep: Class 2 contains 76547 members 
Entering Unmasked Estep 
Score: -22605536.000000 Penalty: 6012.042480
	Iteration 5Q: 3 clusters Score -2.260554e+07 nChanged 9104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115568 members 
Mstep: Class 2 contains 68131 members 
Entering Unmasked Estep 
Score: -22610140.000000 Penalty: 6012.042480
	Iteration 6Q: 3 clusters Score -2.261014e+07 nChanged 12016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127310 members 
Mstep: Class 2 contains 56389 members 
Entering Unmasked Estep 
Score: -22617778.000000 Penalty: 6012.042480
	Iteration 7F: 3 clusters Score -2.261778e+07 nChanged 14881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142113 members 
Mstep: Class 2 contains 41586 members 
Entering Unmasked Estep 
Score: -22629768.000000 Penalty: 6012.042480
	Iteration 8F: 3 clusters Score -2.262977e+07 nChanged 15786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157873 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -22644134.000000 Penalty: 6012.042480
	Iteration 9F: 3 clusters Score -2.264413e+07 nChanged 13021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170890 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -22656442.000000 Penalty: 6012.042480
	Iteration 10F: 3 clusters Score -2.265644e+07 nChanged 7685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178575 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -22663284.000000 Penalty: 6012.042480
	Iteration 11Q: 3 clusters Score -2.266328e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181853 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -22666064.000000 Penalty: 6012.042480
	Iteration 12Q: 3 clusters Score -2.266606e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182985 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -22666956.000000 Penalty: 6012.042480
	Iteration 13Q: 3 clusters Score -2.266696e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183249 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -22667146.000000 Penalty: 6012.042480
	Iteration 14Q: 3 clusters Score -2.266715e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183336 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -22667282.000000 Penalty: 6012.042480
	Iteration 15Q: 3 clusters Score -2.266728e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183376 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -22667366.000000 Penalty: 6012.042480
	Iteration 16Q: 3 clusters Score -2.266737e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183399 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -22667400.000000 Penalty: 6012.042480
	Iteration 17Q: 3 clusters Score -2.26674e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183414 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -22667416.000000 Penalty: 6012.042480
	Iteration 18Q: 3 clusters Score -2.266742e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183422 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -22667438.000000 Penalty: 6012.042480
	Iteration 19Q: 3 clusters Score -2.266744e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183431 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -22667438.000000 Penalty: 6012.042480
	Iteration 20F: 3 clusters Score -2.266744e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183434 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -22667452.000000 Penalty: 6012.042480
	Iteration 21Q: 3 clusters Score -2.266745e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183435 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -22667448.000000 Penalty: 6012.042480
	Iteration 22Q: 3 clusters Score -2.266745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183433 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -22667446.000000 Penalty: 6012.042480
	Iteration 23Q: 3 clusters Score -2.266745e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183434 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -22667460.000000 Penalty: 6012.042480
	Iteration 24Q: 3 clusters Score -2.266746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183434 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -22667450.000000 Penalty: 6012.042480
	Iteration 25Q: 3 clusters Score -2.266745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183434 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -22667446.000000 Penalty: 6012.042480
	Iteration 26Q: 3 clusters Score -2.266745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183436 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -22667450.000000 Penalty: 6012.042480
	Iteration 27Q: 3 clusters Score -2.266745e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183439 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -22667446.000000 Penalty: 6012.042480
	Iteration 28Q: 3 clusters Score -2.266745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183439 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -22667448.000000 Penalty: 6012.042480
	Iteration 29Q: 3 clusters Score -2.266745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183439 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -22667468.000000 Penalty: 6012.042480
	Iteration 30Q: 3 clusters Score -2.266747e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183440 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -22667456.000000 Penalty: 6012.042480
	Iteration 31Q: 3 clusters Score -2.266746e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183440 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -22667456.000000 Penalty: 6012.042480
	Iteration 32F: 3 clusters Score -2.266746e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Entering Unmasked Estep 
Score: -1890312.125000 Penalty: 2407.830078
	Iteration 0F: 2 clusters Score -1890312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1878556.375000 Penalty: 4815.660156
	Iteration 0F: 3 clusters Score -1878556 nChanged 7109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1882613.375000 Penalty: 4815.660156
	Iteration 1F: 3 clusters Score -1882613 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1883374.500000 Penalty: 4815.660156
	Iteration 2F: 3 clusters Score -1883374 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1884265.625000 Penalty: 4815.660156
	Iteration 3F: 3 clusters Score -1884266 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1885540.250000 Penalty: 4815.660156
	Iteration 4F: 3 clusters Score -1885540 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1886964.250000 Penalty: 4815.660156
	Iteration 5F: 3 clusters Score -1886964 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1888152.875000 Penalty: 4815.660156
	Iteration 6F: 3 clusters Score -1888153 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1888771.000000 Penalty: 4815.660156
	Iteration 7F: 3 clusters Score -1888771 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1889055.875000 Penalty: 4815.660156
	Iteration 8Q: 3 clusters Score -1889056 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1889226.250000 Penalty: 4815.660156
	Iteration 9Q: 3 clusters Score -1889226 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1889379.250000 Penalty: 4815.660156
	Iteration 10Q: 3 clusters Score -1889379 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1889471.250000 Penalty: 4815.660156
	Iteration 11Q: 3 clusters Score -1889471 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1889537.750000 Penalty: 4815.660156
	Iteration 12Q: 3 clusters Score -1889538 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1889593.125000 Penalty: 4815.660156
	Iteration 13Q: 3 clusters Score -1889593 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1889631.750000 Penalty: 4815.660156
	Iteration 14Q: 3 clusters Score -1889632 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1889672.125000 Penalty: 4815.660156
	Iteration 15Q: 3 clusters Score -1889672 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1889707.625000 Penalty: 4815.660156
	Iteration 16Q: 3 clusters Score -1889708 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1889746.875000 Penalty: 4815.660156
	Iteration 17Q: 3 clusters Score -1889747 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1889784.125000 Penalty: 4815.660156
	Iteration 18Q: 3 clusters Score -1889784 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1889826.000000 Penalty: 4815.660156
	Iteration 19Q: 3 clusters Score -1889826 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1889852.875000 Penalty: 4815.660156
	Iteration 20F: 3 clusters Score -1889853 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1889871.250000 Penalty: 4815.660156
	Iteration 21Q: 3 clusters Score -1889871 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1889889.750000 Penalty: 4815.660156
	Iteration 22Q: 3 clusters Score -1889890 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1889899.875000 Penalty: 4815.660156
	Iteration 23Q: 3 clusters Score -1889900 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1889908.500000 Penalty: 4815.660156
	Iteration 24Q: 3 clusters Score -1889908 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1889913.875000 Penalty: 4815.660156
	Iteration 25Q: 3 clusters Score -1889914 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1889918.625000 Penalty: 4815.660156
	Iteration 26Q: 3 clusters Score -1889919 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1889928.750000 Penalty: 4815.660156
	Iteration 27Q: 3 clusters Score -1889929 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1889933.875000 Penalty: 4815.660156
	Iteration 28Q: 3 clusters Score -1889934 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1889942.000000 Penalty: 4815.660156
	Iteration 29Q: 3 clusters Score -1889942 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1889942.000000 Penalty: 4815.660156
	Iteration 30Q: 3 clusters Score -1889942 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1889945.750000 Penalty: 4815.660156
	Iteration 31Q: 3 clusters Score -1889946 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1889948.625000 Penalty: 4815.660156
	Iteration 32Q: 3 clusters Score -1889949 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1889956.500000 Penalty: 4815.660156
	Iteration 33Q: 3 clusters Score -1889956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1889958.625000 Penalty: 4815.660156
	Iteration 34Q: 3 clusters Score -1889959 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1889962.625000 Penalty: 4815.660156
	Iteration 35Q: 3 clusters Score -1889963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1889965.750000 Penalty: 4815.660156
	Iteration 36Q: 3 clusters Score -1889966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1889964.250000 Penalty: 4815.660156
	Iteration 37Q: 3 clusters Score -1889964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1889961.875000 Penalty: 4815.660156
	Iteration 38Q: 3 clusters Score -1889962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1889965.000000 Penalty: 4815.660156
	Iteration 39Q: 3 clusters Score -1889965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1889964.375000 Penalty: 4815.660156
	Iteration 40F: 3 clusters Score -1889964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1889967.750000 Penalty: 4815.660156
	Iteration 41Q: 3 clusters Score -1889968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1889969.750000 Penalty: 4815.660156
	Iteration 42Q: 3 clusters Score -1889970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1889968.500000 Penalty: 4815.660156
	Iteration 43Q: 3 clusters Score -1889968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1889971.250000 Penalty: 4815.660156
	Iteration 44Q: 3 clusters Score -1889971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1889972.000000 Penalty: 4815.660156
	Iteration 45Q: 3 clusters Score -1889972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1889969.125000 Penalty: 4815.660156
	Iteration 46Q: 3 clusters Score -1889969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1889969.250000 Penalty: 4815.660156
	Iteration 47Q: 3 clusters Score -1889969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1889967.625000 Penalty: 4815.660156
	Iteration 48Q: 3 clusters Score -1889968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1889967.125000 Penalty: 4815.660156
	Iteration 49Q: 3 clusters Score -1889967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1889968.125000 Penalty: 4815.660156
	Iteration 50Q: 3 clusters Score -1889968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1889968.125000 Penalty: 4815.660156
	Iteration 51F: 3 clusters Score -1889968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Entering Unmasked Estep 
Score: -1435800.750000 Penalty: 2329.958252
	Iteration 0F: 2 clusters Score -1435801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1426786.375000 Penalty: 4659.916504
	Iteration 0F: 3 clusters Score -1426786 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1429537.750000 Penalty: 4659.916504
	Iteration 1F: 3 clusters Score -1429538 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1429879.875000 Penalty: 4659.916504
	Iteration 2F: 3 clusters Score -1429880 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1430127.875000 Penalty: 4659.916504
	Iteration 3F: 3 clusters Score -1430128 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1430338.375000 Penalty: 4659.916504
	Iteration 4Q: 3 clusters Score -1430338 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1430551.625000 Penalty: 4659.916504
	Iteration 5Q: 3 clusters Score -1430552 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1430823.875000 Penalty: 4659.916504
	Iteration 6Q: 3 clusters Score -1430824 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1431188.875000 Penalty: 4659.916504
	Iteration 7Q: 3 clusters Score -1431189 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1431645.500000 Penalty: 4659.916504
	Iteration 8F: 3 clusters Score -1431646 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1432060.875000 Penalty: 4659.916504
	Iteration 9F: 3 clusters Score -1432061 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1432387.875000 Penalty: 4659.916504
	Iteration 10Q: 3 clusters Score -1432388 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1432582.875000 Penalty: 4659.916504
	Iteration 11Q: 3 clusters Score -1432583 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1432729.875000 Penalty: 4659.916504
	Iteration 12Q: 3 clusters Score -1432730 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1432842.625000 Penalty: 4659.916504
	Iteration 13Q: 3 clusters Score -1432843 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1432903.000000 Penalty: 4659.916504
	Iteration 14Q: 3 clusters Score -1432903 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1432942.750000 Penalty: 4659.916504
	Iteration 15Q: 3 clusters Score -1432943 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1432979.000000 Penalty: 4659.916504
	Iteration 16Q: 3 clusters Score -1432979 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1432997.375000 Penalty: 4659.916504
	Iteration 17Q: 3 clusters Score -1432997 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1433022.375000 Penalty: 4659.916504
	Iteration 18Q: 3 clusters Score -1433022 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1433030.750000 Penalty: 4659.916504
	Iteration 19Q: 3 clusters Score -1433031 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1433048.875000 Penalty: 4659.916504
	Iteration 20F: 3 clusters Score -1433049 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1433063.750000 Penalty: 4659.916504
	Iteration 21Q: 3 clusters Score -1433064 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1433074.000000 Penalty: 4659.916504
	Iteration 22Q: 3 clusters Score -1433074 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1433081.000000 Penalty: 4659.916504
	Iteration 23Q: 3 clusters Score -1433081 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1433090.125000 Penalty: 4659.916504
	Iteration 24Q: 3 clusters Score -1433090 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1433102.250000 Penalty: 4659.916504
	Iteration 25Q: 3 clusters Score -1433102 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1433108.250000 Penalty: 4659.916504
	Iteration 26Q: 3 clusters Score -1433108 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1433116.000000 Penalty: 4659.916504
	Iteration 27Q: 3 clusters Score -1433116 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1433119.500000 Penalty: 4659.916504
	Iteration 28Q: 3 clusters Score -1433120 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1433120.875000 Penalty: 4659.916504
	Iteration 29Q: 3 clusters Score -1433121 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1433129.500000 Penalty: 4659.916504
	Iteration 30Q: 3 clusters Score -1433130 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1433141.625000 Penalty: 4659.916504
	Iteration 31Q: 3 clusters Score -1433142 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1433149.375000 Penalty: 4659.916504
	Iteration 32Q: 3 clusters Score -1433149 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1433157.000000 Penalty: 4659.916504
	Iteration 33Q: 3 clusters Score -1433157 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1433162.125000 Penalty: 4659.916504
	Iteration 34Q: 3 clusters Score -1433162 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1433174.625000 Penalty: 4659.916504
	Iteration 35Q: 3 clusters Score -1433175 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1433177.875000 Penalty: 4659.916504
	Iteration 36Q: 3 clusters Score -1433178 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1433195.000000 Penalty: 4659.916504
	Iteration 37Q: 3 clusters Score -1433195 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1433209.875000 Penalty: 4659.916504
	Iteration 38Q: 3 clusters Score -1433210 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1433219.750000 Penalty: 4659.916504
	Iteration 39Q: 3 clusters Score -1433220 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1433230.000000 Penalty: 4659.916504
	Iteration 40F: 3 clusters Score -1433230 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1433242.375000 Penalty: 4659.916504
	Iteration 41Q: 3 clusters Score -1433242 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1433255.250000 Penalty: 4659.916504
	Iteration 42Q: 3 clusters Score -1433255 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1433267.500000 Penalty: 4659.916504
	Iteration 43Q: 3 clusters Score -1433268 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1433275.625000 Penalty: 4659.916504
	Iteration 44Q: 3 clusters Score -1433276 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1433282.750000 Penalty: 4659.916504
	Iteration 45Q: 3 clusters Score -1433283 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1433287.875000 Penalty: 4659.916504
	Iteration 46Q: 3 clusters Score -1433288 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1433292.125000 Penalty: 4659.916504
	Iteration 47Q: 3 clusters Score -1433292 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1433297.500000 Penalty: 4659.916504
	Iteration 48Q: 3 clusters Score -1433298 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1433307.500000 Penalty: 4659.916504
	Iteration 49Q: 3 clusters Score -1433308 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1433319.250000 Penalty: 4659.916504
	Iteration 50Q: 3 clusters Score -1433319 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1433325.125000 Penalty: 4659.916504
	Iteration 51Q: 3 clusters Score -1433325 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1433329.875000 Penalty: 4659.916504
	Iteration 52Q: 3 clusters Score -1433330 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1433339.750000 Penalty: 4659.916504
	Iteration 53Q: 3 clusters Score -1433340 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1433346.750000 Penalty: 4659.916504
	Iteration 54Q: 3 clusters Score -1433347 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1433360.375000 Penalty: 4659.916504
	Iteration 55Q: 3 clusters Score -1433360 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1433374.375000 Penalty: 4659.916504
	Iteration 56Q: 3 clusters Score -1433374 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1433394.000000 Penalty: 4659.916504
	Iteration 57Q: 3 clusters Score -1433394 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1433409.000000 Penalty: 4659.916504
	Iteration 58Q: 3 clusters Score -1433409 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1433419.125000 Penalty: 4659.916504
	Iteration 59Q: 3 clusters Score -1433419 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1433430.875000 Penalty: 4659.916504
	Iteration 60F: 3 clusters Score -1433431 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1433450.250000 Penalty: 4659.916504
	Iteration 61Q: 3 clusters Score -1433450 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1433466.125000 Penalty: 4659.916504
	Iteration 62Q: 3 clusters Score -1433466 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1433485.750000 Penalty: 4659.916504
	Iteration 63Q: 3 clusters Score -1433486 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1433500.000000 Penalty: 4659.916504
	Iteration 64Q: 3 clusters Score -1433500 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1433515.625000 Penalty: 4659.916504
	Iteration 65Q: 3 clusters Score -1433516 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1433539.250000 Penalty: 4659.916504
	Iteration 66Q: 3 clusters Score -1433539 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1433560.750000 Penalty: 4659.916504
	Iteration 67Q: 3 clusters Score -1433561 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1433581.750000 Penalty: 4659.916504
	Iteration 68Q: 3 clusters Score -1433582 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1433599.875000 Penalty: 4659.916504
	Iteration 69Q: 3 clusters Score -1433600 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1433617.000000 Penalty: 4659.916504
	Iteration 70Q: 3 clusters Score -1433617 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1433632.000000 Penalty: 4659.916504
	Iteration 71Q: 3 clusters Score -1433632 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1433654.000000 Penalty: 4659.916504
	Iteration 72Q: 3 clusters Score -1433654 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1433671.625000 Penalty: 4659.916504
	Iteration 73Q: 3 clusters Score -1433672 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1433691.125000 Penalty: 4659.916504
	Iteration 74Q: 3 clusters Score -1433691 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1433709.250000 Penalty: 4659.916504
	Iteration 75Q: 3 clusters Score -1433709 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1433726.250000 Penalty: 4659.916504
	Iteration 76Q: 3 clusters Score -1433726 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1433738.500000 Penalty: 4659.916504
	Iteration 77Q: 3 clusters Score -1433738 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1433753.625000 Penalty: 4659.916504
	Iteration 78Q: 3 clusters Score -1433754 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1433763.500000 Penalty: 4659.916504
	Iteration 79Q: 3 clusters Score -1433764 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1433774.250000 Penalty: 4659.916504
	Iteration 80F: 3 clusters Score -1433774 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1433784.500000 Penalty: 4659.916504
	Iteration 81Q: 3 clusters Score -1433784 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1433791.625000 Penalty: 4659.916504
	Iteration 82Q: 3 clusters Score -1433792 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1433801.250000 Penalty: 4659.916504
	Iteration 83Q: 3 clusters Score -1433801 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1433809.875000 Penalty: 4659.916504
	Iteration 84Q: 3 clusters Score -1433810 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1433816.375000 Penalty: 4659.916504
	Iteration 85Q: 3 clusters Score -1433816 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1433827.250000 Penalty: 4659.916504
	Iteration 86Q: 3 clusters Score -1433827 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1433831.375000 Penalty: 4659.916504
	Iteration 87Q: 3 clusters Score -1433831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1433833.750000 Penalty: 4659.916504
	Iteration 88Q: 3 clusters Score -1433834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1433838.750000 Penalty: 4659.916504
	Iteration 89Q: 3 clusters Score -1433839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1433840.000000 Penalty: 4659.916504
	Iteration 90Q: 3 clusters Score -1433840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1433847.250000 Penalty: 4659.916504
	Iteration 91Q: 3 clusters Score -1433847 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1433851.375000 Penalty: 4659.916504
	Iteration 92Q: 3 clusters Score -1433851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1433856.875000 Penalty: 4659.916504
	Iteration 93Q: 3 clusters Score -1433857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1433863.875000 Penalty: 4659.916504
	Iteration 94Q: 3 clusters Score -1433864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1433864.125000 Penalty: 4659.916504
	Iteration 95Q: 3 clusters Score -1433864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1433865.125000 Penalty: 4659.916504
	Iteration 96Q: 3 clusters Score -1433865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1433865.625000 Penalty: 4659.916504
	Iteration 97Q: 3 clusters Score -1433866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1433866.125000 Penalty: 4659.916504
	Iteration 98Q: 3 clusters Score -1433866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1433866.750000 Penalty: 4659.916504
	Iteration 99Q: 3 clusters Score -1433867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1433868.500000 Penalty: 4659.916504
	Iteration 100F: 3 clusters Score -1433868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1433867.875000 Penalty: 4659.916504
	Iteration 101Q: 3 clusters Score -1433868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1433867.375000 Penalty: 4659.916504
	Iteration 102Q: 3 clusters Score -1433867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1433867.375000 Penalty: 4659.916504
	Iteration 103F: 3 clusters Score -1433867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Entering Unmasked Estep 
Score: -1645071.625000 Penalty: 2375.541260
	Iteration 0F: 2 clusters Score -1645072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1634580.125000 Penalty: 4751.082520
	Iteration 0F: 3 clusters Score -1634580 nChanged 6188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1637955.750000 Penalty: 4751.082520
	Iteration 1F: 3 clusters Score -1637956 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1638378.000000 Penalty: 4751.082520
	Iteration 2F: 3 clusters Score -1638378 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1638754.000000 Penalty: 4751.082520
	Iteration 3F: 3 clusters Score -1638754 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1639134.125000 Penalty: 4751.082520
	Iteration 4Q: 3 clusters Score -1639134 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1639573.375000 Penalty: 4751.082520
	Iteration 5F: 3 clusters Score -1639573 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1640064.250000 Penalty: 4751.082520
	Iteration 6F: 3 clusters Score -1640064 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1640651.250000 Penalty: 4751.082520
	Iteration 7F: 3 clusters Score -1640651 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1641254.875000 Penalty: 4751.082520
	Iteration 8F: 3 clusters Score -1641255 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1641827.000000 Penalty: 4751.082520
	Iteration 9Q: 3 clusters Score -1641827 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -1642249.375000 Penalty: 4751.082520
	Iteration 10Q: 3 clusters Score -1642249 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -1642555.375000 Penalty: 4751.082520
	Iteration 11Q: 3 clusters Score -1642555 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -1642755.875000 Penalty: 4751.082520
	Iteration 12Q: 3 clusters Score -1642756 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -1642900.250000 Penalty: 4751.082520
	Iteration 13Q: 3 clusters Score -1642900 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -1643003.500000 Penalty: 4751.082520
	Iteration 14Q: 3 clusters Score -1643004 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -1643074.000000 Penalty: 4751.082520
	Iteration 15Q: 3 clusters Score -1643074 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -1643115.125000 Penalty: 4751.082520
	Iteration 16Q: 3 clusters Score -1643115 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -1643142.500000 Penalty: 4751.082520
	Iteration 17Q: 3 clusters Score -1643142 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -1643168.875000 Penalty: 4751.082520
	Iteration 18Q: 3 clusters Score -1643169 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -1643193.375000 Penalty: 4751.082520
	Iteration 19Q: 3 clusters Score -1643193 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -1643220.000000 Penalty: 4751.082520
	Iteration 20F: 3 clusters Score -1643220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -1643236.000000 Penalty: 4751.082520
	Iteration 21Q: 3 clusters Score -1643236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -1643242.875000 Penalty: 4751.082520
	Iteration 22Q: 3 clusters Score -1643243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -1643250.375000 Penalty: 4751.082520
	Iteration 23Q: 3 clusters Score -1643250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -1643263.500000 Penalty: 4751.082520
	Iteration 24Q: 3 clusters Score -1643264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -1643268.250000 Penalty: 4751.082520
	Iteration 25Q: 3 clusters Score -1643268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -1643273.750000 Penalty: 4751.082520
	Iteration 26Q: 3 clusters Score -1643274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -1643276.000000 Penalty: 4751.082520
	Iteration 27Q: 3 clusters Score -1643276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -1643275.500000 Penalty: 4751.082520
	Iteration 28Q: 3 clusters Score -1643276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -1643276.250000 Penalty: 4751.082520
	Iteration 29Q: 3 clusters Score -1643276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -1643276.250000 Penalty: 4751.082520
	Iteration 30F: 3 clusters Score -1643276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Entering Unmasked Estep 
Score: -887953.437500 Penalty: 2229.876709
	Iteration 0F: 2 clusters Score -887953.4 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 4090 members 
Entering Unmasked Estep 
Score: -881590.875000 Penalty: 4459.753418
	Iteration 0F: 3 clusters Score -881590.9 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -883382.187500 Penalty: 4459.753418
	Iteration 1F: 3 clusters Score -883382.2 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -883778.875000 Penalty: 4459.753418
	Iteration 2F: 3 clusters Score -883778.9 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -884136.125000 Penalty: 4459.753418
	Iteration 3F: 3 clusters Score -884136.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -884459.500000 Penalty: 4459.753418
	Iteration 4F: 3 clusters Score -884459.5 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -884786.312500 Penalty: 4459.753418
	Iteration 5F: 3 clusters Score -884786.3 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -885094.375000 Penalty: 4459.753418
	Iteration 6Q: 3 clusters Score -885094.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -885362.812500 Penalty: 4459.753418
	Iteration 7Q: 3 clusters Score -885362.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -885566.312500 Penalty: 4459.753418
	Iteration 8Q: 3 clusters Score -885566.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -885709.937500 Penalty: 4459.753418
	Iteration 9Q: 3 clusters Score -885709.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -885810.625000 Penalty: 4459.753418
	Iteration 10Q: 3 clusters Score -885810.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -885880.250000 Penalty: 4459.753418
	Iteration 11Q: 3 clusters Score -885880.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -885919.187500 Penalty: 4459.753418
	Iteration 12Q: 3 clusters Score -885919.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -885943.500000 Penalty: 4459.753418
	Iteration 13Q: 3 clusters Score -885943.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -885962.625000 Penalty: 4459.753418
	Iteration 14Q: 3 clusters Score -885962.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -885977.312500 Penalty: 4459.753418
	Iteration 15Q: 3 clusters Score -885977.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -885988.812500 Penalty: 4459.753418
	Iteration 16Q: 3 clusters Score -885988.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -885999.687500 Penalty: 4459.753418
	Iteration 17Q: 3 clusters Score -885999.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -886011.000000 Penalty: 4459.753418
	Iteration 18Q: 3 clusters Score -886011 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -886017.687500 Penalty: 4459.753418
	Iteration 19Q: 3 clusters Score -886017.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -886026.187500 Penalty: 4459.753418
	Iteration 20F: 3 clusters Score -886026.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -886034.312500 Penalty: 4459.753418
	Iteration 21Q: 3 clusters Score -886034.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -886041.187500 Penalty: 4459.753418
	Iteration 22Q: 3 clusters Score -886041.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -886050.437500 Penalty: 4459.753418
	Iteration 23Q: 3 clusters Score -886050.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -886057.187500 Penalty: 4459.753418
	Iteration 24Q: 3 clusters Score -886057.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -886063.062500 Penalty: 4459.753418
	Iteration 25Q: 3 clusters Score -886063.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -886068.250000 Penalty: 4459.753418
	Iteration 26Q: 3 clusters Score -886068.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -886071.937500 Penalty: 4459.753418
	Iteration 27Q: 3 clusters Score -886071.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -886078.000000 Penalty: 4459.753418
	Iteration 28Q: 3 clusters Score -886078 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -886089.312500 Penalty: 4459.753418
	Iteration 29Q: 3 clusters Score -886089.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -886104.687500 Penalty: 4459.753418
	Iteration 30Q: 3 clusters Score -886104.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -886127.875000 Penalty: 4459.753418
	Iteration 31Q: 3 clusters Score -886127.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -886149.625000 Penalty: 4459.753418
	Iteration 32Q: 3 clusters Score -886149.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -886172.875000 Penalty: 4459.753418
	Iteration 33Q: 3 clusters Score -886172.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -886193.250000 Penalty: 4459.753418
	Iteration 34Q: 3 clusters Score -886193.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -886221.750000 Penalty: 4459.753418
	Iteration 35Q: 3 clusters Score -886221.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -886255.000000 Penalty: 4459.753418
	Iteration 36Q: 3 clusters Score -886255 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -886286.000000 Penalty: 4459.753418
	Iteration 37Q: 3 clusters Score -886286 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -886327.250000 Penalty: 4459.753418
	Iteration 38Q: 3 clusters Score -886327.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -886379.000000 Penalty: 4459.753418
	Iteration 39Q: 3 clusters Score -886379 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -886437.312500 Penalty: 4459.753418
	Iteration 40F: 3 clusters Score -886437.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -886478.250000 Penalty: 4459.753418
	Iteration 41Q: 3 clusters Score -886478.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -886516.875000 Penalty: 4459.753418
	Iteration 42Q: 3 clusters Score -886516.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -886558.062500 Penalty: 4459.753418
	Iteration 43Q: 3 clusters Score -886558.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -886603.062500 Penalty: 4459.753418
	Iteration 44Q: 3 clusters Score -886603.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -886635.062500 Penalty: 4459.753418
	Iteration 45Q: 3 clusters Score -886635.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -886659.437500 Penalty: 4459.753418
	Iteration 46Q: 3 clusters Score -886659.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -886674.375000 Penalty: 4459.753418
	Iteration 47Q: 3 clusters Score -886674.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -886690.750000 Penalty: 4459.753418
	Iteration 48Q: 3 clusters Score -886690.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -886704.187500 Penalty: 4459.753418
	Iteration 49Q: 3 clusters Score -886704.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -886715.125000 Penalty: 4459.753418
	Iteration 50Q: 3 clusters Score -886715.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -886730.750000 Penalty: 4459.753418
	Iteration 51Q: 3 clusters Score -886730.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -886738.250000 Penalty: 4459.753418
	Iteration 52Q: 3 clusters Score -886738.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -886748.187500 Penalty: 4459.753418
	Iteration 53Q: 3 clusters Score -886748.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -886752.437500 Penalty: 4459.753418
	Iteration 54Q: 3 clusters Score -886752.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -886756.125000 Penalty: 4459.753418
	Iteration 55Q: 3 clusters Score -886756.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -886761.437500 Penalty: 4459.753418
	Iteration 56Q: 3 clusters Score -886761.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -886767.000000 Penalty: 4459.753418
	Iteration 57Q: 3 clusters Score -886767 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -886770.750000 Penalty: 4459.753418
	Iteration 58Q: 3 clusters Score -886770.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -886777.125000 Penalty: 4459.753418
	Iteration 59Q: 3 clusters Score -886777.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -886782.375000 Penalty: 4459.753418
	Iteration 60F: 3 clusters Score -886782.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -886783.937500 Penalty: 4459.753418
	Iteration 61Q: 3 clusters Score -886783.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -886789.750000 Penalty: 4459.753418
	Iteration 62Q: 3 clusters Score -886789.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -886790.250000 Penalty: 4459.753418
	Iteration 63Q: 3 clusters Score -886790.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -886793.125000 Penalty: 4459.753418
	Iteration 64Q: 3 clusters Score -886793.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -886794.625000 Penalty: 4459.753418
	Iteration 65Q: 3 clusters Score -886794.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -886798.812500 Penalty: 4459.753418
	Iteration 66Q: 3 clusters Score -886798.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -886801.000000 Penalty: 4459.753418
	Iteration 67Q: 3 clusters Score -886801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -886802.875000 Penalty: 4459.753418
	Iteration 68Q: 3 clusters Score -886802.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -886805.937500 Penalty: 4459.753418
	Iteration 69Q: 3 clusters Score -886805.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -886807.562500 Penalty: 4459.753418
	Iteration 70Q: 3 clusters Score -886807.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -886810.375000 Penalty: 4459.753418
	Iteration 71Q: 3 clusters Score -886810.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -886814.125000 Penalty: 4459.753418
	Iteration 72Q: 3 clusters Score -886814.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -886819.000000 Penalty: 4459.753418
	Iteration 73Q: 3 clusters Score -886819 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -886821.000000 Penalty: 4459.753418
	Iteration 74Q: 3 clusters Score -886821 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -886826.375000 Penalty: 4459.753418
	Iteration 75Q: 3 clusters Score -886826.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -886828.937500 Penalty: 4459.753418
	Iteration 76Q: 3 clusters Score -886828.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -886832.875000 Penalty: 4459.753418
	Iteration 77Q: 3 clusters Score -886832.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -886835.500000 Penalty: 4459.753418
	Iteration 78Q: 3 clusters Score -886835.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -886835.187500 Penalty: 4459.753418
	Iteration 79Q: 3 clusters Score -886835.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -886835.187500 Penalty: 4459.753418
	Iteration 80F: 3 clusters Score -886835.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Entering Unmasked Estep 
Score: -2342268.250000 Penalty: 2448.728271
	Iteration 0F: 2 clusters Score -2342268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -2328682.000000 Penalty: 4897.456543
	Iteration 0F: 3 clusters Score -2328682 nChanged 8448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -2333218.000000 Penalty: 4897.456543
	Iteration 1F: 3 clusters Score -2333218 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -2333827.750000 Penalty: 4897.456543
	Iteration 2F: 3 clusters Score -2333828 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -2334413.750000 Penalty: 4897.456543
	Iteration 3F: 3 clusters Score -2334414 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -2335123.250000 Penalty: 4897.456543
	Iteration 4F: 3 clusters Score -2335123 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -2335962.500000 Penalty: 4897.456543
	Iteration 5F: 3 clusters Score -2335962 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -2336906.000000 Penalty: 4897.456543
	Iteration 6F: 3 clusters Score -2336906 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -2337830.250000 Penalty: 4897.456543
	Iteration 7F: 3 clusters Score -2337830 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -2338577.500000 Penalty: 4897.456543
	Iteration 8Q: 3 clusters Score -2338578 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -2339054.500000 Penalty: 4897.456543
	Iteration 9Q: 3 clusters Score -2339054 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -2339329.500000 Penalty: 4897.456543
	Iteration 10Q: 3 clusters Score -2339330 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -2339515.000000 Penalty: 4897.456543
	Iteration 11Q: 3 clusters Score -2339515 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -2339646.250000 Penalty: 4897.456543
	Iteration 12Q: 3 clusters Score -2339646 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -2339734.750000 Penalty: 4897.456543
	Iteration 13Q: 3 clusters Score -2339735 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -2339801.000000 Penalty: 4897.456543
	Iteration 14Q: 3 clusters Score -2339801 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -2339869.750000 Penalty: 4897.456543
	Iteration 15Q: 3 clusters Score -2339870 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -2339922.000000 Penalty: 4897.456543
	Iteration 16Q: 3 clusters Score -2339922 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -2339960.500000 Penalty: 4897.456543
	Iteration 17Q: 3 clusters Score -2339960 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -2339992.250000 Penalty: 4897.456543
	Iteration 18Q: 3 clusters Score -2339992 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -2340020.750000 Penalty: 4897.456543
	Iteration 19Q: 3 clusters Score -2340021 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -2340045.000000 Penalty: 4897.456543
	Iteration 20F: 3 clusters Score -2340045 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -2340084.750000 Penalty: 4897.456543
	Iteration 21Q: 3 clusters Score -2340085 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -2340117.500000 Penalty: 4897.456543
	Iteration 22Q: 3 clusters Score -2340118 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -2340150.000000 Penalty: 4897.456543
	Iteration 23Q: 3 clusters Score -2340150 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -2340169.500000 Penalty: 4897.456543
	Iteration 24Q: 3 clusters Score -2340170 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -2340187.000000 Penalty: 4897.456543
	Iteration 25Q: 3 clusters Score -2340187 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -2340195.750000 Penalty: 4897.456543
	Iteration 26Q: 3 clusters Score -2340196 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -2340206.500000 Penalty: 4897.456543
	Iteration 27Q: 3 clusters Score -2340206 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -2340215.250000 Penalty: 4897.456543
	Iteration 28Q: 3 clusters Score -2340215 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -2340221.250000 Penalty: 4897.456543
	Iteration 29Q: 3 clusters Score -2340221 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -2340228.000000 Penalty: 4897.456543
	Iteration 30Q: 3 clusters Score -2340228 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -2340233.000000 Penalty: 4897.456543
	Iteration 31Q: 3 clusters Score -2340233 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -2340234.500000 Penalty: 4897.456543
	Iteration 32Q: 3 clusters Score -2340234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -2340243.500000 Penalty: 4897.456543
	Iteration 33Q: 3 clusters Score -2340244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -2340251.250000 Penalty: 4897.456543
	Iteration 34Q: 3 clusters Score -2340251 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -2340254.000000 Penalty: 4897.456543
	Iteration 35Q: 3 clusters Score -2340254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -2340253.250000 Penalty: 4897.456543
	Iteration 36Q: 3 clusters Score -2340253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -2340255.250000 Penalty: 4897.456543
	Iteration 37Q: 3 clusters Score -2340255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -2340255.750000 Penalty: 4897.456543
	Iteration 38Q: 3 clusters Score -2340256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -2340253.750000 Penalty: 4897.456543
	Iteration 39Q: 3 clusters Score -2340254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -2340255.250000 Penalty: 4897.456543
	Iteration 40F: 3 clusters Score -2340255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -2340257.500000 Penalty: 4897.456543
	Iteration 41Q: 3 clusters Score -2340258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -2340261.500000 Penalty: 4897.456543
	Iteration 42Q: 3 clusters Score -2340262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -2340263.000000 Penalty: 4897.456543
	Iteration 43Q: 3 clusters Score -2340263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -2340264.500000 Penalty: 4897.456543
	Iteration 44Q: 3 clusters Score -2340264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -2340263.000000 Penalty: 4897.456543
	Iteration 45Q: 3 clusters Score -2340263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -2340265.250000 Penalty: 4897.456543
	Iteration 46Q: 3 clusters Score -2340265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -2340266.500000 Penalty: 4897.456543
	Iteration 47Q: 3 clusters Score -2340266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -2340267.250000 Penalty: 4897.456543
	Iteration 48Q: 3 clusters Score -2340267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -2340264.500000 Penalty: 4897.456543
	Iteration 49Q: 3 clusters Score -2340264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -2340264.500000 Penalty: 4897.456543
	Iteration 50F: 3 clusters Score -2340264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -43601.976562 Penalty: 1514.541626
	Iteration 0F: 2 clusters Score -43601.98 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 230 members 
Entering Unmasked Estep 
Score: -42196.093750 Penalty: 3029.083252
	Iteration 0F: 3 clusters Score -42196.09 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -42570.160156 Penalty: 3029.083252
	Iteration 1F: 3 clusters Score -42570.16 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -42813.289062 Penalty: 3029.083252
	Iteration 2F: 3 clusters Score -42813.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -42974.652344 Penalty: 3029.083252
	Iteration 3Q: 3 clusters Score -42974.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -43139.507812 Penalty: 3029.083252
	Iteration 4Q: 3 clusters Score -43139.51 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -43326.679688 Penalty: 3029.083252
	Iteration 5F: 3 clusters Score -43326.68 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -43512.914062 Penalty: 3029.083252
	Iteration 6F: 3 clusters Score -43512.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -43702.496094 Penalty: 3029.083252
	Iteration 7Q: 3 clusters Score -43702.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -43766.562500 Penalty: 3029.083252
	Iteration 8Q: 3 clusters Score -43766.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -43830.828125 Penalty: 3029.083252
	Iteration 9Q: 3 clusters Score -43830.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -43876.796875 Penalty: 3029.083252
	Iteration 10Q: 3 clusters Score -43876.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -43931.968750 Penalty: 3029.083252
	Iteration 11Q: 3 clusters Score -43931.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -43995.992188 Penalty: 3029.083252
	Iteration 12Q: 3 clusters Score -43995.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -44015.863281 Penalty: 3029.083252
	Iteration 13Q: 3 clusters Score -44015.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -44015.863281 Penalty: 3029.083252
	Iteration 14F: 3 clusters Score -44015.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 8693 members 
Mstep: Class 3 contains 15692 members 
Mstep: Class 4 contains 182104 members 
Mstep: Class 5 contains 320697 members 
Mstep: Class 6 contains 8671 members 
Mstep: Class 7 contains 183699 members 
Mstep: Class 8 contains 16465 members 
Mstep: Class 9 contains 12028 members 
Mstep: Class 10 contains 14455 members 
Mstep: Class 11 contains 8034 members 
Mstep: Class 12 contains 19417 members 
Mstep: Class 13 contains 319 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 101661 members 
Mstep: Class 16 contains 188259 members 
Mstep: Class 17 contains 16508 members 
Mstep: Class 18 contains 83486 members 
Mstep: Class 19 contains 25432 members 
Mstep: Class 20 contains 111481 members 
Mstep: Class 21 contains 44159 members 
Mstep: Class 22 contains 52946 members 
Mstep: Class 23 contains 10499 members 
Mstep: Class 24 contains 29617 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12786 members 
Mstep: Class 27 contains 11085 members 
Mstep: Class 28 contains 5672 members 
Mstep: Class 29 contains 12273 members 
Mstep: Class 30 contains 3069 members 
Mstep: Class 31 contains 6496 members 
Mstep: Class 32 contains 10931 members 
Mstep: Class 33 contains 54484 members 
Mstep: Class 34 contains 22605 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131299 members 
Mstep: Class 37 contains 230440 members 
Mstep: Class 38 contains 21574 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 878 members 
Mstep: Class 41 contains 446 members 
Mstep: Class 42 contains 130 members 
Entering Unmasked Estep 
Score: -235496736.000000 Penalty: 151070.828125
Splitting cluster 13 changes total score from -235499328.000000 to -235496736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (3189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Entering Unmasked Estep 
Score: -362929.781250 Penalty: 2000.730835
	Iteration 0F: 2 clusters Score -362929.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -359533.156250 Penalty: 4001.461670
	Iteration 0F: 3 clusters Score -359533.2 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -360262.343750 Penalty: 4001.461670
	Iteration 1F: 3 clusters Score -360262.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -360464.375000 Penalty: 4001.461670
	Iteration 2F: 3 clusters Score -360464.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -360621.625000 Penalty: 4001.461670
	Iteration 3F: 3 clusters Score -360621.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -360791.281250 Penalty: 4001.461670
	Iteration 4F: 3 clusters Score -360791.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -360973.687500 Penalty: 4001.461670
	Iteration 5Q: 3 clusters Score -360973.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -361154.031250 Penalty: 4001.461670
	Iteration 6F: 3 clusters Score -361154 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -361314.156250 Penalty: 4001.461670
	Iteration 7Q: 3 clusters Score -361314.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -361435.718750 Penalty: 4001.461670
	Iteration 8Q: 3 clusters Score -361435.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -361513.156250 Penalty: 4001.461670
	Iteration 9Q: 3 clusters Score -361513.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -361594.250000 Penalty: 4001.461670
	Iteration 10Q: 3 clusters Score -361594.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -361674.375000 Penalty: 4001.461670
	Iteration 11Q: 3 clusters Score -361674.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -361770.312500 Penalty: 4001.461670
	Iteration 12Q: 3 clusters Score -361770.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -361853.218750 Penalty: 4001.461670
	Iteration 13Q: 3 clusters Score -361853.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -361939.750000 Penalty: 4001.461670
	Iteration 14Q: 3 clusters Score -361939.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -362006.656250 Penalty: 4001.461670
	Iteration 15Q: 3 clusters Score -362006.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -362058.687500 Penalty: 4001.461670
	Iteration 16Q: 3 clusters Score -362058.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -362102.031250 Penalty: 4001.461670
	Iteration 17Q: 3 clusters Score -362102 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -362121.812500 Penalty: 4001.461670
	Iteration 18Q: 3 clusters Score -362121.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -362130.968750 Penalty: 4001.461670
	Iteration 19Q: 3 clusters Score -362131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -362135.937500 Penalty: 4001.461670
	Iteration 20F: 3 clusters Score -362135.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -362140.031250 Penalty: 4001.461670
	Iteration 21Q: 3 clusters Score -362140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -362143.281250 Penalty: 4001.461670
	Iteration 22Q: 3 clusters Score -362143.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -362143.468750 Penalty: 4001.461670
	Iteration 23Q: 3 clusters Score -362143.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -362143.468750 Penalty: 4001.461670
	Iteration 24F: 3 clusters Score -362143.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (101661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101661 members 
Entering Unmasked Estep 
Score: -12469171.000000 Penalty: 2859.291016
	Iteration 0F: 2 clusters Score -1.246917e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50574 members 
Mstep: Class 2 contains 51087 members 
Entering Unmasked Estep 
Score: -12401301.000000 Penalty: 5718.582031
	Iteration 0F: 3 clusters Score -1.24013e+07 nChanged 48067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45903 members 
Mstep: Class 2 contains 55758 members 
Entering Unmasked Estep 
Score: -12429449.000000 Penalty: 5718.582031
	Iteration 1F: 3 clusters Score -1.242945e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42975 members 
Mstep: Class 2 contains 58686 members 
Entering Unmasked Estep 
Score: -12431190.000000 Penalty: 5718.582031
	Iteration 2Q: 3 clusters Score -1.243119e+07 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38649 members 
Mstep: Class 2 contains 63012 members 
Entering Unmasked Estep 
Score: -12433738.000000 Penalty: 5718.582031
	Iteration 3F: 3 clusters Score -1.243374e+07 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32766 members 
Mstep: Class 2 contains 68895 members 
Entering Unmasked Estep 
Score: -12437915.000000 Penalty: 5718.582031
	Iteration 4F: 3 clusters Score -1.243792e+07 nChanged 7793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 76272 members 
Entering Unmasked Estep 
Score: -12443804.000000 Penalty: 5718.582031
	Iteration 5F: 3 clusters Score -1.24438e+07 nChanged 8066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 84180 members 
Entering Unmasked Estep 
Score: -12450745.000000 Penalty: 5718.582031
	Iteration 6F: 3 clusters Score -1.245074e+07 nChanged 7217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 91367 members 
Entering Unmasked Estep 
Score: -12457416.000000 Penalty: 5718.582031
	Iteration 7F: 3 clusters Score -1.245742e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 96476 members 
Entering Unmasked Estep 
Score: -12462281.000000 Penalty: 5718.582031
	Iteration 8F: 3 clusters Score -1.246228e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 99307 members 
Entering Unmasked Estep 
Score: -12464812.000000 Penalty: 5718.582031
	Iteration 9Q: 3 clusters Score -1.246481e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 100554 members 
Entering Unmasked Estep 
Score: -12465853.000000 Penalty: 5718.582031
	Iteration 10Q: 3 clusters Score -1.246585e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 101033 members 
Entering Unmasked Estep 
Score: -12466205.000000 Penalty: 5718.582031
	Iteration 11Q: 3 clusters Score -1.24662e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 101217 members 
Entering Unmasked Estep 
Score: -12466397.000000 Penalty: 5718.582031
	Iteration 12Q: 3 clusters Score -1.24664e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 101306 members 
Entering Unmasked Estep 
Score: -12466499.000000 Penalty: 5718.582031
	Iteration 13Q: 3 clusters Score -1.24665e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 101349 members 
Entering Unmasked Estep 
Score: -12466573.000000 Penalty: 5718.582031
	Iteration 14Q: 3 clusters Score -1.246657e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 101366 members 
Entering Unmasked Estep 
Score: -12466621.000000 Penalty: 5718.582031
	Iteration 15Q: 3 clusters Score -1.246662e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 101372 members 
Entering Unmasked Estep 
Score: -12466624.000000 Penalty: 5718.582031
	Iteration 16Q: 3 clusters Score -1.246662e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 101377 members 
Entering Unmasked Estep 
Score: -12466634.000000 Penalty: 5718.582031
	Iteration 17Q: 3 clusters Score -1.246663e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 101382 members 
Entering Unmasked Estep 
Score: -12466635.000000 Penalty: 5718.582031
	Iteration 18Q: 3 clusters Score -1.246664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 101383 members 
Entering Unmasked Estep 
Score: -12466635.000000 Penalty: 5718.582031
	Iteration 19Q: 3 clusters Score -1.246664e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 101383 members 
Entering Unmasked Estep 
Score: -12466635.000000 Penalty: 5718.582031
	Iteration 20F: 3 clusters Score -1.246664e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (188259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188259 members 
Entering Unmasked Estep 
Score: -22454234.000000 Penalty: 3012.102295
	Iteration 0F: 2 clusters Score -2.245423e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94457 members 
Mstep: Class 2 contains 93802 members 
Entering Unmasked Estep 
Score: -22328678.000000 Penalty: 6024.204590
	Iteration 0F: 3 clusters Score -2.232868e+07 nChanged 90546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99851 members 
Mstep: Class 2 contains 88408 members 
Entering Unmasked Estep 
Score: -22381508.000000 Penalty: 6024.204590
	Iteration 1F: 3 clusters Score -2.238151e+07 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103788 members 
Mstep: Class 2 contains 84471 members 
Entering Unmasked Estep 
Score: -22382928.000000 Penalty: 6024.204590
	Iteration 2Q: 3 clusters Score -2.238293e+07 nChanged 7485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109979 members 
Mstep: Class 2 contains 78280 members 
Entering Unmasked Estep 
Score: -22385544.000000 Penalty: 6024.204590
	Iteration 3Q: 3 clusters Score -2.238554e+07 nChanged 9931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119160 members 
Mstep: Class 2 contains 69099 members 
Entering Unmasked Estep 
Score: -22390188.000000 Penalty: 6024.204590
	Iteration 4F: 3 clusters Score -2.239019e+07 nChanged 13412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132236 members 
Mstep: Class 2 contains 56023 members 
Entering Unmasked Estep 
Score: -22399104.000000 Penalty: 6024.204590
	Iteration 5F: 3 clusters Score -2.23991e+07 nChanged 16497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148623 members 
Mstep: Class 2 contains 39636 members 
Entering Unmasked Estep 
Score: -22412872.000000 Penalty: 6024.204590
	Iteration 6F: 3 clusters Score -2.241287e+07 nChanged 17003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165608 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -22429460.000000 Penalty: 6024.204590
	Iteration 7F: 3 clusters Score -2.242946e+07 nChanged 12796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178404 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -22442450.000000 Penalty: 6024.204590
	Iteration 8F: 3 clusters Score -2.244245e+07 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184994 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -22448592.000000 Penalty: 6024.204590
	Iteration 9Q: 3 clusters Score -2.244859e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187218 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -22450538.000000 Penalty: 6024.204590
	Iteration 10Q: 3 clusters Score -2.245054e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187780 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -22451084.000000 Penalty: 6024.204590
	Iteration 11Q: 3 clusters Score -2.245108e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187936 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -22451296.000000 Penalty: 6024.204590
	Iteration 12Q: 3 clusters Score -2.24513e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187991 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -22451414.000000 Penalty: 6024.204590
	Iteration 13Q: 3 clusters Score -2.245141e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188020 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -22451480.000000 Penalty: 6024.204590
	Iteration 14Q: 3 clusters Score -2.245148e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188030 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -22451510.000000 Penalty: 6024.204590
	Iteration 15Q: 3 clusters Score -2.245151e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188039 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -22451538.000000 Penalty: 6024.204590
	Iteration 16Q: 3 clusters Score -2.245154e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188043 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -22451550.000000 Penalty: 6024.204590
	Iteration 17Q: 3 clusters Score -2.245155e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188045 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -22451550.000000 Penalty: 6024.204590
	Iteration 18Q: 3 clusters Score -2.245155e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188047 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -22451564.000000 Penalty: 6024.204590
	Iteration 19Q: 3 clusters Score -2.245156e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188048 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -22451562.000000 Penalty: 6024.204590
	Iteration 20F: 3 clusters Score -2.245156e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188047 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -22451564.000000 Penalty: 6024.204590
	Iteration 21Q: 3 clusters Score -2.245156e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188047 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -22451564.000000 Penalty: 6024.204590
	Iteration 22F: 3 clusters Score -2.245156e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Entering Unmasked Estep 
Score: -2001624.625000 Penalty: 2408.476807
	Iteration 0F: 2 clusters Score -2001625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1989821.500000 Penalty: 4816.953613
	Iteration 0F: 3 clusters Score -1989822 nChanged 7116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1993672.625000 Penalty: 4816.953613
	Iteration 1F: 3 clusters Score -1993673 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1994049.250000 Penalty: 4816.953613
	Iteration 2F: 3 clusters Score -1994049 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1994327.000000 Penalty: 4816.953613
	Iteration 3Q: 3 clusters Score -1994327 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1994530.125000 Penalty: 4816.953613
	Iteration 4Q: 3 clusters Score -1994530 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1994700.500000 Penalty: 4816.953613
	Iteration 5Q: 3 clusters Score -1994700 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1994857.625000 Penalty: 4816.953613
	Iteration 6Q: 3 clusters Score -1994858 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1994989.500000 Penalty: 4816.953613
	Iteration 7Q: 3 clusters Score -1994990 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1995106.250000 Penalty: 4816.953613
	Iteration 8Q: 3 clusters Score -1995106 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1995214.125000 Penalty: 4816.953613
	Iteration 9Q: 3 clusters Score -1995214 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1995317.375000 Penalty: 4816.953613
	Iteration 10Q: 3 clusters Score -1995317 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1995405.125000 Penalty: 4816.953613
	Iteration 11Q: 3 clusters Score -1995405 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1995519.375000 Penalty: 4816.953613
	Iteration 12Q: 3 clusters Score -1995519 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1995646.750000 Penalty: 4816.953613
	Iteration 13Q: 3 clusters Score -1995647 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1995773.000000 Penalty: 4816.953613
	Iteration 14Q: 3 clusters Score -1995773 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1995899.750000 Penalty: 4816.953613
	Iteration 15Q: 3 clusters Score -1995900 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1996038.750000 Penalty: 4816.953613
	Iteration 16Q: 3 clusters Score -1996039 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1996176.875000 Penalty: 4816.953613
	Iteration 17Q: 3 clusters Score -1996177 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1996324.250000 Penalty: 4816.953613
	Iteration 18Q: 3 clusters Score -1996324 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1996484.875000 Penalty: 4816.953613
	Iteration 19Q: 3 clusters Score -1996485 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1996638.000000 Penalty: 4816.953613
	Iteration 20F: 3 clusters Score -1996638 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1996799.625000 Penalty: 4816.953613
	Iteration 21Q: 3 clusters Score -1996800 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1996980.625000 Penalty: 4816.953613
	Iteration 22Q: 3 clusters Score -1996981 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1997196.375000 Penalty: 4816.953613
	Iteration 23Q: 3 clusters Score -1997196 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1997425.125000 Penalty: 4816.953613
	Iteration 24Q: 3 clusters Score -1997425 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1997645.875000 Penalty: 4816.953613
	Iteration 25Q: 3 clusters Score -1997646 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1997845.125000 Penalty: 4816.953613
	Iteration 26Q: 3 clusters Score -1997845 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1998026.000000 Penalty: 4816.953613
	Iteration 27Q: 3 clusters Score -1998026 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1998198.500000 Penalty: 4816.953613
	Iteration 28Q: 3 clusters Score -1998198 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1998357.250000 Penalty: 4816.953613
	Iteration 29Q: 3 clusters Score -1998357 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1998500.125000 Penalty: 4816.953613
	Iteration 30Q: 3 clusters Score -1998500 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1998632.500000 Penalty: 4816.953613
	Iteration 31Q: 3 clusters Score -1998632 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1998755.500000 Penalty: 4816.953613
	Iteration 32Q: 3 clusters Score -1998756 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1998867.875000 Penalty: 4816.953613
	Iteration 33Q: 3 clusters Score -1998868 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1998955.125000 Penalty: 4816.953613
	Iteration 34Q: 3 clusters Score -1998955 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1999036.375000 Penalty: 4816.953613
	Iteration 35Q: 3 clusters Score -1999036 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1999129.125000 Penalty: 4816.953613
	Iteration 36Q: 3 clusters Score -1999129 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1999191.375000 Penalty: 4816.953613
	Iteration 37Q: 3 clusters Score -1999191 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1999247.250000 Penalty: 4816.953613
	Iteration 38Q: 3 clusters Score -1999247 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1999294.375000 Penalty: 4816.953613
	Iteration 39Q: 3 clusters Score -1999294 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1999338.375000 Penalty: 4816.953613
	Iteration 40F: 3 clusters Score -1999338 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1999379.375000 Penalty: 4816.953613
	Iteration 41Q: 3 clusters Score -1999379 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1999408.625000 Penalty: 4816.953613
	Iteration 42Q: 3 clusters Score -1999409 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1999439.625000 Penalty: 4816.953613
	Iteration 43Q: 3 clusters Score -1999440 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1999467.625000 Penalty: 4816.953613
	Iteration 44Q: 3 clusters Score -1999468 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1999491.250000 Penalty: 4816.953613
	Iteration 45Q: 3 clusters Score -1999491 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1999509.750000 Penalty: 4816.953613
	Iteration 46Q: 3 clusters Score -1999510 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1999527.500000 Penalty: 4816.953613
	Iteration 47Q: 3 clusters Score -1999528 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1999540.000000 Penalty: 4816.953613
	Iteration 48Q: 3 clusters Score -1999540 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1999550.000000 Penalty: 4816.953613
	Iteration 49Q: 3 clusters Score -1999550 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1999561.375000 Penalty: 4816.953613
	Iteration 50Q: 3 clusters Score -1999561 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1999575.000000 Penalty: 4816.953613
	Iteration 51Q: 3 clusters Score -1999575 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1999588.375000 Penalty: 4816.953613
	Iteration 52Q: 3 clusters Score -1999588 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1999602.500000 Penalty: 4816.953613
	Iteration 53Q: 3 clusters Score -1999602 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1999613.000000 Penalty: 4816.953613
	Iteration 54Q: 3 clusters Score -1999613 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1999627.500000 Penalty: 4816.953613
	Iteration 55Q: 3 clusters Score -1999628 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1999634.250000 Penalty: 4816.953613
	Iteration 56Q: 3 clusters Score -1999634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1999639.625000 Penalty: 4816.953613
	Iteration 57Q: 3 clusters Score -1999640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1999644.875000 Penalty: 4816.953613
	Iteration 58Q: 3 clusters Score -1999645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1999647.250000 Penalty: 4816.953613
	Iteration 59Q: 3 clusters Score -1999647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1999650.375000 Penalty: 4816.953613
	Iteration 60F: 3 clusters Score -1999650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1999650.875000 Penalty: 4816.953613
	Iteration 61Q: 3 clusters Score -1999651 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1999661.125000 Penalty: 4816.953613
	Iteration 62Q: 3 clusters Score -1999661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1999663.500000 Penalty: 4816.953613
	Iteration 63Q: 3 clusters Score -1999664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1999673.125000 Penalty: 4816.953613
	Iteration 64Q: 3 clusters Score -1999673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1999676.750000 Penalty: 4816.953613
	Iteration 65Q: 3 clusters Score -1999677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1999678.000000 Penalty: 4816.953613
	Iteration 66Q: 3 clusters Score -1999678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1999682.000000 Penalty: 4816.953613
	Iteration 67Q: 3 clusters Score -1999682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1999681.750000 Penalty: 4816.953613
	Iteration 68Q: 3 clusters Score -1999682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1999681.750000 Penalty: 4816.953613
	Iteration 69Q: 3 clusters Score -1999682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1999681.750000 Penalty: 4816.953613
	Iteration 70F: 3 clusters Score -1999682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (83486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83486 members 
Entering Unmasked Estep 
Score: -10197037.000000 Penalty: 2810.443848
	Iteration 0F: 2 clusters Score -1.019704e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41828 members 
Mstep: Class 2 contains 41658 members 
Entering Unmasked Estep 
Score: -10140878.000000 Penalty: 5620.887695
	Iteration 0F: 3 clusters Score -1.014088e+07 nChanged 39430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43526 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -10163384.000000 Penalty: 5620.887695
	Iteration 1F: 3 clusters Score -1.016338e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44756 members 
Mstep: Class 2 contains 38730 members 
Entering Unmasked Estep 
Score: -10164290.000000 Penalty: 5620.887695
	Iteration 2Q: 3 clusters Score -1.016429e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46615 members 
Mstep: Class 2 contains 36871 members 
Entering Unmasked Estep 
Score: -10165524.000000 Penalty: 5620.887695
	Iteration 3Q: 3 clusters Score -1.016552e+07 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49320 members 
Mstep: Class 2 contains 34166 members 
Entering Unmasked Estep 
Score: -10167107.000000 Penalty: 5620.887695
	Iteration 4Q: 3 clusters Score -1.016711e+07 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53137 members 
Mstep: Class 2 contains 30349 members 
Entering Unmasked Estep 
Score: -10169731.000000 Penalty: 5620.887695
	Iteration 5F: 3 clusters Score -1.016973e+07 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58190 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -10173665.000000 Penalty: 5620.887695
	Iteration 6F: 3 clusters Score -1.017366e+07 nChanged 6441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64053 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -10178906.000000 Penalty: 5620.887695
	Iteration 7F: 3 clusters Score -1.017891e+07 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69782 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -10184379.000000 Penalty: 5620.887695
	Iteration 8F: 3 clusters Score -1.018438e+07 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74603 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -10189083.000000 Penalty: 5620.887695
	Iteration 9F: 3 clusters Score -1.018908e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77959 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -10191988.000000 Penalty: 5620.887695
	Iteration 10Q: 3 clusters Score -1.019199e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79996 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -10193599.000000 Penalty: 5620.887695
	Iteration 11Q: 3 clusters Score -1.01936e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81107 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -10194389.000000 Penalty: 5620.887695
	Iteration 12Q: 3 clusters Score -1.019439e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81724 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -10194771.000000 Penalty: 5620.887695
	Iteration 13Q: 3 clusters Score -1.019477e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82064 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -10194930.000000 Penalty: 5620.887695
	Iteration 14Q: 3 clusters Score -1.019493e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82252 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -10195031.000000 Penalty: 5620.887695
	Iteration 15Q: 3 clusters Score -1.019503e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82367 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -10195069.000000 Penalty: 5620.887695
	Iteration 16Q: 3 clusters Score -1.019507e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82442 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -10195101.000000 Penalty: 5620.887695
	Iteration 17Q: 3 clusters Score -1.01951e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82503 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -10195134.000000 Penalty: 5620.887695
	Iteration 18Q: 3 clusters Score -1.019513e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82534 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -10195137.000000 Penalty: 5620.887695
	Iteration 19Q: 3 clusters Score -1.019514e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82560 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -10195153.000000 Penalty: 5620.887695
	Iteration 20F: 3 clusters Score -1.019515e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82576 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -10195160.000000 Penalty: 5620.887695
	Iteration 21Q: 3 clusters Score -1.019516e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82581 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -10195168.000000 Penalty: 5620.887695
	Iteration 22Q: 3 clusters Score -1.019517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82580 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -10195168.000000 Penalty: 5620.887695
	Iteration 23Q: 3 clusters Score -1.019517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82578 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -10195162.000000 Penalty: 5620.887695
	Iteration 24Q: 3 clusters Score -1.019516e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82578 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -10195162.000000 Penalty: 5620.887695
	Iteration 25F: 3 clusters Score -1.019516e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (25432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Entering Unmasked Estep 
Score: -3050212.500000 Penalty: 2515.653320
	Iteration 0F: 2 clusters Score -3050212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -3032613.500000 Penalty: 5031.306641
	Iteration 0F: 3 clusters Score -3032614 nChanged 11396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -3038864.250000 Penalty: 5031.306641
	Iteration 1F: 3 clusters Score -3038864 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -3039417.750000 Penalty: 5031.306641
	Iteration 2F: 3 clusters Score -3039418 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -3039978.500000 Penalty: 5031.306641
	Iteration 3Q: 3 clusters Score -3039978 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -3040595.000000 Penalty: 5031.306641
	Iteration 4Q: 3 clusters Score -3040595 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -3041230.250000 Penalty: 5031.306641
	Iteration 5Q: 3 clusters Score -3041230 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -3041944.000000 Penalty: 5031.306641
	Iteration 6F: 3 clusters Score -3041944 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -3042746.000000 Penalty: 5031.306641
	Iteration 7F: 3 clusters Score -3042746 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -3043839.500000 Penalty: 5031.306641
	Iteration 8F: 3 clusters Score -3043840 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -3045155.750000 Penalty: 5031.306641
	Iteration 9F: 3 clusters Score -3045156 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -3046387.500000 Penalty: 5031.306641
	Iteration 10F: 3 clusters Score -3046388 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -3047319.750000 Penalty: 5031.306641
	Iteration 11F: 3 clusters Score -3047320 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -3047984.250000 Penalty: 5031.306641
	Iteration 12Q: 3 clusters Score -3047984 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -3048447.000000 Penalty: 5031.306641
	Iteration 13Q: 3 clusters Score -3048447 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -3048671.500000 Penalty: 5031.306641
	Iteration 14Q: 3 clusters Score -3048672 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -3048782.750000 Penalty: 5031.306641
	Iteration 15Q: 3 clusters Score -3048783 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -3048868.500000 Penalty: 5031.306641
	Iteration 16Q: 3 clusters Score -3048868 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -3048938.000000 Penalty: 5031.306641
	Iteration 17Q: 3 clusters Score -3048938 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -3048967.500000 Penalty: 5031.306641
	Iteration 18Q: 3 clusters Score -3048968 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -3048998.750000 Penalty: 5031.306641
	Iteration 19Q: 3 clusters Score -3048999 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -3049033.250000 Penalty: 5031.306641
	Iteration 20F: 3 clusters Score -3049033 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -3049063.000000 Penalty: 5031.306641
	Iteration 21Q: 3 clusters Score -3049063 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -3049085.750000 Penalty: 5031.306641
	Iteration 22Q: 3 clusters Score -3049086 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -3049104.000000 Penalty: 5031.306641
	Iteration 23Q: 3 clusters Score -3049104 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -3049114.250000 Penalty: 5031.306641
	Iteration 24Q: 3 clusters Score -3049114 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -3049122.500000 Penalty: 5031.306641
	Iteration 25Q: 3 clusters Score -3049122 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -3049133.500000 Penalty: 5031.306641
	Iteration 26Q: 3 clusters Score -3049134 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -3049141.750000 Penalty: 5031.306641
	Iteration 27Q: 3 clusters Score -3049142 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -3049148.500000 Penalty: 5031.306641
	Iteration 28Q: 3 clusters Score -3049148 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -3049163.000000 Penalty: 5031.306641
	Iteration 29Q: 3 clusters Score -3049163 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -3049187.750000 Penalty: 5031.306641
	Iteration 30Q: 3 clusters Score -3049188 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -3049209.000000 Penalty: 5031.306641
	Iteration 31Q: 3 clusters Score -3049209 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -3049219.000000 Penalty: 5031.306641
	Iteration 32Q: 3 clusters Score -3049219 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -3049232.250000 Penalty: 5031.306641
	Iteration 33Q: 3 clusters Score -3049232 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -3049236.000000 Penalty: 5031.306641
	Iteration 34Q: 3 clusters Score -3049236 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -3049238.000000 Penalty: 5031.306641
	Iteration 35Q: 3 clusters Score -3049238 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -3049247.250000 Penalty: 5031.306641
	Iteration 36Q: 3 clusters Score -3049247 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -3049256.500000 Penalty: 5031.306641
	Iteration 37Q: 3 clusters Score -3049256 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -3049263.500000 Penalty: 5031.306641
	Iteration 38Q: 3 clusters Score -3049264 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -3049258.250000 Penalty: 5031.306641
	Iteration 39Q: 3 clusters Score -3049258 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -3049256.000000 Penalty: 5031.306641
	Iteration 40F: 3 clusters Score -3049256 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -3049251.000000 Penalty: 5031.306641
	Iteration 41Q: 3 clusters Score -3049251 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -3049252.500000 Penalty: 5031.306641
	Iteration 42Q: 3 clusters Score -3049252 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -3049260.000000 Penalty: 5031.306641
	Iteration 43Q: 3 clusters Score -3049260 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -3049270.750000 Penalty: 5031.306641
	Iteration 44Q: 3 clusters Score -3049271 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -3049272.500000 Penalty: 5031.306641
	Iteration 45Q: 3 clusters Score -3049272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -3049270.500000 Penalty: 5031.306641
	Iteration 46Q: 3 clusters Score -3049270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -3049272.750000 Penalty: 5031.306641
	Iteration 47Q: 3 clusters Score -3049273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -3049277.000000 Penalty: 5031.306641
	Iteration 48Q: 3 clusters Score -3049277 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -3049277.750000 Penalty: 5031.306641
	Iteration 49Q: 3 clusters Score -3049278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -3049279.000000 Penalty: 5031.306641
	Iteration 50Q: 3 clusters Score -3049279 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -3049276.500000 Penalty: 5031.306641
	Iteration 51Q: 3 clusters Score -3049276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -3049273.000000 Penalty: 5031.306641
	Iteration 52Q: 3 clusters Score -3049273 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -3049281.750000 Penalty: 5031.306641
	Iteration 53Q: 3 clusters Score -3049282 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -3049287.500000 Penalty: 5031.306641
	Iteration 54Q: 3 clusters Score -3049288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -3049282.250000 Penalty: 5031.306641
	Iteration 55Q: 3 clusters Score -3049282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -3049285.500000 Penalty: 5031.306641
	Iteration 56Q: 3 clusters Score -3049286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -3049293.750000 Penalty: 5031.306641
	Iteration 57Q: 3 clusters Score -3049294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -3049292.000000 Penalty: 5031.306641
	Iteration 58Q: 3 clusters Score -3049292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -3049293.250000 Penalty: 5031.306641
	Iteration 59Q: 3 clusters Score -3049293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -3049292.000000 Penalty: 5031.306641
	Iteration 60F: 3 clusters Score -3049292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -3049291.750000 Penalty: 5031.306641
	Iteration 61Q: 3 clusters Score -3049292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -3049294.750000 Penalty: 5031.306641
	Iteration 62Q: 3 clusters Score -3049295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -3049292.250000 Penalty: 5031.306641
	Iteration 63Q: 3 clusters Score -3049292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -3049290.000000 Penalty: 5031.306641
	Iteration 64Q: 3 clusters Score -3049290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -3049291.750000 Penalty: 5031.306641
	Iteration 65Q: 3 clusters Score -3049292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -3049290.750000 Penalty: 5031.306641
	Iteration 66Q: 3 clusters Score -3049291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -3049290.750000 Penalty: 5031.306641
	Iteration 67F: 3 clusters Score -3049291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (111481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111481 members 
Entering Unmasked Estep 
Score: -13604818.000000 Penalty: 2882.159180
	Iteration 0F: 2 clusters Score -1.360482e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55958 members 
Mstep: Class 2 contains 55523 members 
Entering Unmasked Estep 
Score: -13530406.000000 Penalty: 5764.318359
	Iteration 0F: 3 clusters Score -1.353041e+07 nChanged 52996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57392 members 
Mstep: Class 2 contains 54089 members 
Entering Unmasked Estep 
Score: -13560595.000000 Penalty: 5764.318359
	Iteration 1F: 3 clusters Score -1.35606e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58141 members 
Mstep: Class 2 contains 53340 members 
Entering Unmasked Estep 
Score: -13561452.000000 Penalty: 5764.318359
	Iteration 2Q: 3 clusters Score -1.356145e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59327 members 
Mstep: Class 2 contains 52154 members 
Entering Unmasked Estep 
Score: -13562457.000000 Penalty: 5764.318359
	Iteration 3Q: 3 clusters Score -1.356246e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61087 members 
Mstep: Class 2 contains 50394 members 
Entering Unmasked Estep 
Score: -13563734.000000 Penalty: 5764.318359
	Iteration 4Q: 3 clusters Score -1.356373e+07 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63514 members 
Mstep: Class 2 contains 47967 members 
Entering Unmasked Estep 
Score: -13565417.000000 Penalty: 5764.318359
	Iteration 5Q: 3 clusters Score -1.356542e+07 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66859 members 
Mstep: Class 2 contains 44622 members 
Entering Unmasked Estep 
Score: -13568253.000000 Penalty: 5764.318359
	Iteration 6Q: 3 clusters Score -1.356825e+07 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71129 members 
Mstep: Class 2 contains 40352 members 
Entering Unmasked Estep 
Score: -13572115.000000 Penalty: 5764.318359
	Iteration 7F: 3 clusters Score -1.357212e+07 nChanged 6486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76309 members 
Mstep: Class 2 contains 35172 members 
Entering Unmasked Estep 
Score: -13576776.000000 Penalty: 5764.318359
	Iteration 8F: 3 clusters Score -1.357678e+07 nChanged 6702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82137 members 
Mstep: Class 2 contains 29344 members 
Entering Unmasked Estep 
Score: -13582275.000000 Penalty: 5764.318359
	Iteration 9F: 3 clusters Score -1.358228e+07 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87929 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -13587746.000000 Penalty: 5764.318359
	Iteration 10F: 3 clusters Score -1.358775e+07 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93236 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -13592244.000000 Penalty: 5764.318359
	Iteration 11F: 3 clusters Score -1.359224e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97756 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -13595737.000000 Penalty: 5764.318359
	Iteration 12Q: 3 clusters Score -1.359574e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101252 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -13598157.000000 Penalty: 5764.318359
	Iteration 13Q: 3 clusters Score -1.359816e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103788 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -13599564.000000 Penalty: 5764.318359
	Iteration 14Q: 3 clusters Score -1.359956e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105583 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -13600577.000000 Penalty: 5764.318359
	Iteration 15Q: 3 clusters Score -1.360058e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106830 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -13601202.000000 Penalty: 5764.318359
	Iteration 16Q: 3 clusters Score -1.36012e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107675 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -13601576.000000 Penalty: 5764.318359
	Iteration 17Q: 3 clusters Score -1.360158e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108276 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -13601841.000000 Penalty: 5764.318359
	Iteration 18Q: 3 clusters Score -1.360184e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108664 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -13602030.000000 Penalty: 5764.318359
	Iteration 19Q: 3 clusters Score -1.360203e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108959 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -13602125.000000 Penalty: 5764.318359
	Iteration 20F: 3 clusters Score -1.360212e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109173 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -13602239.000000 Penalty: 5764.318359
	Iteration 21Q: 3 clusters Score -1.360224e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109328 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -13602306.000000 Penalty: 5764.318359
	Iteration 22Q: 3 clusters Score -1.360231e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109452 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -13602361.000000 Penalty: 5764.318359
	Iteration 23Q: 3 clusters Score -1.360236e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109561 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -13602421.000000 Penalty: 5764.318359
	Iteration 24Q: 3 clusters Score -1.360242e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109658 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -13602454.000000 Penalty: 5764.318359
	Iteration 25Q: 3 clusters Score -1.360245e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109721 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -13602481.000000 Penalty: 5764.318359
	Iteration 26Q: 3 clusters Score -1.360248e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109763 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -13602494.000000 Penalty: 5764.318359
	Iteration 27Q: 3 clusters Score -1.360249e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109803 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -13602490.000000 Penalty: 5764.318359
	Iteration 28Q: 3 clusters Score -1.360249e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109845 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -13602511.000000 Penalty: 5764.318359
	Iteration 29Q: 3 clusters Score -1.360251e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109884 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -13602532.000000 Penalty: 5764.318359
	Iteration 30Q: 3 clusters Score -1.360253e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109912 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -13602523.000000 Penalty: 5764.318359
	Iteration 31Q: 3 clusters Score -1.360252e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109934 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -13602546.000000 Penalty: 5764.318359
	Iteration 32Q: 3 clusters Score -1.360255e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109950 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -13602559.000000 Penalty: 5764.318359
	Iteration 33Q: 3 clusters Score -1.360256e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109962 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -13602562.000000 Penalty: 5764.318359
	Iteration 34Q: 3 clusters Score -1.360256e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109980 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -13602555.000000 Penalty: 5764.318359
	Iteration 35Q: 3 clusters Score -1.360256e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110000 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -13602571.000000 Penalty: 5764.318359
	Iteration 36Q: 3 clusters Score -1.360257e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110016 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -13602572.000000 Penalty: 5764.318359
	Iteration 37Q: 3 clusters Score -1.360257e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110028 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -13602589.000000 Penalty: 5764.318359
	Iteration 38Q: 3 clusters Score -1.360259e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110041 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -13602608.000000 Penalty: 5764.318359
	Iteration 39Q: 3 clusters Score -1.360261e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110052 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -13602589.000000 Penalty: 5764.318359
	Iteration 40F: 3 clusters Score -1.360259e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110058 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -13602583.000000 Penalty: 5764.318359
	Iteration 41Q: 3 clusters Score -1.360258e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110068 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -13602593.000000 Penalty: 5764.318359
	Iteration 42Q: 3 clusters Score -1.360259e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110077 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -13602599.000000 Penalty: 5764.318359
	Iteration 43Q: 3 clusters Score -1.36026e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110080 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -13602604.000000 Penalty: 5764.318359
	Iteration 44Q: 3 clusters Score -1.36026e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110083 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -13602602.000000 Penalty: 5764.318359
	Iteration 45Q: 3 clusters Score -1.36026e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110086 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -13602600.000000 Penalty: 5764.318359
	Iteration 46Q: 3 clusters Score -1.36026e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110094 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -13602605.000000 Penalty: 5764.318359
	Iteration 47Q: 3 clusters Score -1.36026e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110092 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -13602606.000000 Penalty: 5764.318359
	Iteration 48Q: 3 clusters Score -1.360261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110095 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -13602611.000000 Penalty: 5764.318359
	Iteration 49Q: 3 clusters Score -1.360261e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110099 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -13602613.000000 Penalty: 5764.318359
	Iteration 50Q: 3 clusters Score -1.360261e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110104 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -13602607.000000 Penalty: 5764.318359
	Iteration 51Q: 3 clusters Score -1.360261e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110110 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -13602627.000000 Penalty: 5764.318359
	Iteration 52Q: 3 clusters Score -1.360263e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110114 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -13602625.000000 Penalty: 5764.318359
	Iteration 53Q: 3 clusters Score -1.360262e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110122 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -13602620.000000 Penalty: 5764.318359
	Iteration 54Q: 3 clusters Score -1.360262e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110123 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -13602609.000000 Penalty: 5764.318359
	Iteration 55Q: 3 clusters Score -1.360261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110124 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -13602630.000000 Penalty: 5764.318359
	Iteration 56Q: 3 clusters Score -1.360263e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110127 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -13602622.000000 Penalty: 5764.318359
	Iteration 57Q: 3 clusters Score -1.360262e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110130 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -13602618.000000 Penalty: 5764.318359
	Iteration 58Q: 3 clusters Score -1.360262e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110131 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -13602614.000000 Penalty: 5764.318359
	Iteration 59Q: 3 clusters Score -1.360261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110130 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -13602620.000000 Penalty: 5764.318359
	Iteration 60F: 3 clusters Score -1.360262e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110129 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -13602620.000000 Penalty: 5764.318359
	Iteration 61Q: 3 clusters Score -1.360262e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110129 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -13602620.000000 Penalty: 5764.318359
	Iteration 62F: 3 clusters Score -1.360262e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44159 members 
Entering Unmasked Estep 
Score: -5347285.500000 Penalty: 2652.496826
	Iteration 0F: 2 clusters Score -5347286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -5317578.500000 Penalty: 5304.993652
	Iteration 0F: 3 clusters Score -5317578 nChanged 20232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -5328976.000000 Penalty: 5304.993652
	Iteration 1F: 3 clusters Score -5328976 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -5330253.000000 Penalty: 5304.993652
	Iteration 2F: 3 clusters Score -5330253 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -5331967.000000 Penalty: 5304.993652
	Iteration 3F: 3 clusters Score -5331967 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -5334134.000000 Penalty: 5304.993652
	Iteration 4F: 3 clusters Score -5334134 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -5336318.000000 Penalty: 5304.993652
	Iteration 5F: 3 clusters Score -5336318 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -5338092.000000 Penalty: 5304.993652
	Iteration 6F: 3 clusters Score -5338092 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 26440 members 
Entering Unmasked Estep 
Score: -5339441.500000 Penalty: 5304.993652
	Iteration 7F: 3 clusters Score -5339442 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -5340431.000000 Penalty: 5304.993652
	Iteration 8Q: 3 clusters Score -5340431 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
Score: -5341234.500000 Penalty: 5304.993652
	Iteration 9Q: 3 clusters Score -5341234 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -5342016.500000 Penalty: 5304.993652
	Iteration 10Q: 3 clusters Score -5342016 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 31951 members 
Entering Unmasked Estep 
Score: -5342809.000000 Penalty: 5304.993652
	Iteration 11Q: 3 clusters Score -5342809 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 33196 members 
Entering Unmasked Estep 
Score: -5343451.500000 Penalty: 5304.993652
	Iteration 12Q: 3 clusters Score -5343452 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 34314 members 
Entering Unmasked Estep 
Score: -5343957.500000 Penalty: 5304.993652
	Iteration 13Q: 3 clusters Score -5343958 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 35312 members 
Entering Unmasked Estep 
Score: -5344371.500000 Penalty: 5304.993652
	Iteration 14Q: 3 clusters Score -5344372 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 36203 members 
Entering Unmasked Estep 
Score: -5344760.500000 Penalty: 5304.993652
	Iteration 15Q: 3 clusters Score -5344760 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 36998 members 
Entering Unmasked Estep 
Score: -5345093.000000 Penalty: 5304.993652
	Iteration 16Q: 3 clusters Score -5345093 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -5345368.500000 Penalty: 5304.993652
	Iteration 17Q: 3 clusters Score -5345368 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 38287 members 
Entering Unmasked Estep 
Score: -5345592.500000 Penalty: 5304.993652
	Iteration 18Q: 3 clusters Score -5345592 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 38838 members 
Entering Unmasked Estep 
Score: -5345806.500000 Penalty: 5304.993652
	Iteration 19Q: 3 clusters Score -5345806 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 39319 members 
Entering Unmasked Estep 
Score: -5346001.500000 Penalty: 5304.993652
	Iteration 20F: 3 clusters Score -5346002 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 39737 members 
Entering Unmasked Estep 
Score: -5346182.000000 Penalty: 5304.993652
	Iteration 21Q: 3 clusters Score -5346182 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 40079 members 
Entering Unmasked Estep 
Score: -5346325.500000 Penalty: 5304.993652
	Iteration 22Q: 3 clusters Score -5346326 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 40365 members 
Entering Unmasked Estep 
Score: -5346424.500000 Penalty: 5304.993652
	Iteration 23Q: 3 clusters Score -5346424 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 40593 members 
Entering Unmasked Estep 
Score: -5346517.000000 Penalty: 5304.993652
	Iteration 24Q: 3 clusters Score -5346517 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 40779 members 
Entering Unmasked Estep 
Score: -5346556.500000 Penalty: 5304.993652
	Iteration 25Q: 3 clusters Score -5346556 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 40926 members 
Entering Unmasked Estep 
Score: -5346600.000000 Penalty: 5304.993652
	Iteration 26Q: 3 clusters Score -5346600 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 41039 members 
Entering Unmasked Estep 
Score: -5346613.500000 Penalty: 5304.993652
	Iteration 27Q: 3 clusters Score -5346614 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 41140 members 
Entering Unmasked Estep 
Score: -5346622.000000 Penalty: 5304.993652
	Iteration 28Q: 3 clusters Score -5346622 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 41215 members 
Entering Unmasked Estep 
Score: -5346647.000000 Penalty: 5304.993652
	Iteration 29Q: 3 clusters Score -5346647 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 41292 members 
Entering Unmasked Estep 
Score: -5346670.500000 Penalty: 5304.993652
	Iteration 30Q: 3 clusters Score -5346670 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 41361 members 
Entering Unmasked Estep 
Score: -5346711.500000 Penalty: 5304.993652
	Iteration 31Q: 3 clusters Score -5346712 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 41424 members 
Entering Unmasked Estep 
Score: -5346747.500000 Penalty: 5304.993652
	Iteration 32Q: 3 clusters Score -5346748 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 41481 members 
Entering Unmasked Estep 
Score: -5346778.500000 Penalty: 5304.993652
	Iteration 33Q: 3 clusters Score -5346778 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 41539 members 
Entering Unmasked Estep 
Score: -5346792.500000 Penalty: 5304.993652
	Iteration 34Q: 3 clusters Score -5346792 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 41594 members 
Entering Unmasked Estep 
Score: -5346811.000000 Penalty: 5304.993652
	Iteration 35Q: 3 clusters Score -5346811 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 41644 members 
Entering Unmasked Estep 
Score: -5346827.000000 Penalty: 5304.993652
	Iteration 36Q: 3 clusters Score -5346827 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 41696 members 
Entering Unmasked Estep 
Score: -5346858.000000 Penalty: 5304.993652
	Iteration 37Q: 3 clusters Score -5346858 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 41738 members 
Entering Unmasked Estep 
Score: -5346897.500000 Penalty: 5304.993652
	Iteration 38Q: 3 clusters Score -5346898 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
Score: -5346929.000000 Penalty: 5304.993652
	Iteration 39Q: 3 clusters Score -5346929 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
Score: -5346954.000000 Penalty: 5304.993652
	Iteration 40F: 3 clusters Score -5346954 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 41828 members 
Entering Unmasked Estep 
Score: -5346980.500000 Penalty: 5304.993652
	Iteration 41Q: 3 clusters Score -5346980 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 41855 members 
Entering Unmasked Estep 
Score: -5347022.000000 Penalty: 5304.993652
	Iteration 42Q: 3 clusters Score -5347022 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 41889 members 
Entering Unmasked Estep 
Score: -5347044.000000 Penalty: 5304.993652
	Iteration 43Q: 3 clusters Score -5347044 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 41911 members 
Entering Unmasked Estep 
Score: -5347057.500000 Penalty: 5304.993652
	Iteration 44Q: 3 clusters Score -5347058 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 41925 members 
Entering Unmasked Estep 
Score: -5347071.000000 Penalty: 5304.993652
	Iteration 45Q: 3 clusters Score -5347071 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 41936 members 
Entering Unmasked Estep 
Score: -5347070.000000 Penalty: 5304.993652
	Iteration 46Q: 3 clusters Score -5347070 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 41953 members 
Entering Unmasked Estep 
Score: -5347093.000000 Penalty: 5304.993652
	Iteration 47Q: 3 clusters Score -5347093 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 41957 members 
Entering Unmasked Estep 
Score: -5347090.000000 Penalty: 5304.993652
	Iteration 48Q: 3 clusters Score -5347090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 41957 members 
Entering Unmasked Estep 
Score: -5347084.500000 Penalty: 5304.993652
	Iteration 49Q: 3 clusters Score -5347084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 41959 members 
Entering Unmasked Estep 
Score: -5347087.500000 Penalty: 5304.993652
	Iteration 50Q: 3 clusters Score -5347088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 41960 members 
Entering Unmasked Estep 
Score: -5347084.500000 Penalty: 5304.993652
	Iteration 51Q: 3 clusters Score -5347084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 41959 members 
Entering Unmasked Estep 
Score: -5347084.500000 Penalty: 5304.993652
	Iteration 52Q: 3 clusters Score -5347084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 41959 members 
Entering Unmasked Estep 
Score: -5347093.000000 Penalty: 5304.993652
	Iteration 53Q: 3 clusters Score -5347093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 41957 members 
Entering Unmasked Estep 
Score: -5347093.500000 Penalty: 5304.993652
	Iteration 54Q: 3 clusters Score -5347094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 41957 members 
Entering Unmasked Estep 
Score: -5347096.000000 Penalty: 5304.993652
	Iteration 55Q: 3 clusters Score -5347096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -5347098.000000 Penalty: 5304.993652
	Iteration 56Q: 3 clusters Score -5347098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 41959 members 
Entering Unmasked Estep 
Score: -5347096.500000 Penalty: 5304.993652
	Iteration 57Q: 3 clusters Score -5347096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 41961 members 
Entering Unmasked Estep 
Score: -5347104.000000 Penalty: 5304.993652
	Iteration 58Q: 3 clusters Score -5347104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 41962 members 
Entering Unmasked Estep 
Score: -5347104.500000 Penalty: 5304.993652
	Iteration 59Q: 3 clusters Score -5347104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 41962 members 
Entering Unmasked Estep 
Score: -5347105.000000 Penalty: 5304.993652
	Iteration 60F: 3 clusters Score -5347105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 41965 members 
Entering Unmasked Estep 
Score: -5347100.000000 Penalty: 5304.993652
	Iteration 61Q: 3 clusters Score -5347100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 41966 members 
Entering Unmasked Estep 
Score: -5347098.000000 Penalty: 5304.993652
	Iteration 62Q: 3 clusters Score -5347098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 41968 members 
Entering Unmasked Estep 
Score: -5347097.000000 Penalty: 5304.993652
	Iteration 63Q: 3 clusters Score -5347097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 41971 members 
Entering Unmasked Estep 
Score: -5347099.000000 Penalty: 5304.993652
	Iteration 64Q: 3 clusters Score -5347099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 41970 members 
Entering Unmasked Estep 
Score: -5347096.500000 Penalty: 5304.993652
	Iteration 65Q: 3 clusters Score -5347096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 41970 members 
Entering Unmasked Estep 
Score: -5347096.500000 Penalty: 5304.993652
	Iteration 66F: 3 clusters Score -5347096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (52946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52946 members 
Entering Unmasked Estep 
Score: -5938792.500000 Penalty: 2697.502930
	Iteration 0F: 2 clusters Score -5938792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -5903106.000000 Penalty: 5395.005859
	Iteration 0F: 3 clusters Score -5903106 nChanged 24612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 27048 members 
Entering Unmasked Estep 
Score: -5916847.000000 Penalty: 5395.005859
	Iteration 1F: 3 clusters Score -5916847 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
Score: -5917812.000000 Penalty: 5395.005859
	Iteration 2Q: 3 clusters Score -5917812 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -5918842.500000 Penalty: 5395.005859
	Iteration 3Q: 3 clusters Score -5918842 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -5920006.500000 Penalty: 5395.005859
	Iteration 4Q: 3 clusters Score -5920006 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -5921206.500000 Penalty: 5395.005859
	Iteration 5F: 3 clusters Score -5921206 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 31356 members 
Entering Unmasked Estep 
Score: -5922535.000000 Penalty: 5395.005859
	Iteration 6F: 3 clusters Score -5922535 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -5923867.000000 Penalty: 5395.005859
	Iteration 7F: 3 clusters Score -5923867 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 34931 members 
Entering Unmasked Estep 
Score: -5925433.500000 Penalty: 5395.005859
	Iteration 8F: 3 clusters Score -5925434 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -5927088.500000 Penalty: 5395.005859
	Iteration 9F: 3 clusters Score -5927088 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 39732 members 
Entering Unmasked Estep 
Score: -5928913.500000 Penalty: 5395.005859
	Iteration 10F: 3 clusters Score -5928914 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 42260 members 
Entering Unmasked Estep 
Score: -5930657.000000 Penalty: 5395.005859
	Iteration 11Q: 3 clusters Score -5930657 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 44601 members 
Entering Unmasked Estep 
Score: -5932225.500000 Penalty: 5395.005859
	Iteration 12Q: 3 clusters Score -5932226 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 46559 members 
Entering Unmasked Estep 
Score: -5933561.000000 Penalty: 5395.005859
	Iteration 13Q: 3 clusters Score -5933561 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 48092 members 
Entering Unmasked Estep 
Score: -5934606.500000 Penalty: 5395.005859
	Iteration 14Q: 3 clusters Score -5934606 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 49187 members 
Entering Unmasked Estep 
Score: -5935309.000000 Penalty: 5395.005859
	Iteration 15Q: 3 clusters Score -5935309 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 49997 members 
Entering Unmasked Estep 
Score: -5935857.500000 Penalty: 5395.005859
	Iteration 16Q: 3 clusters Score -5935858 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 50535 members 
Entering Unmasked Estep 
Score: -5936198.500000 Penalty: 5395.005859
	Iteration 17Q: 3 clusters Score -5936198 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 50950 members 
Entering Unmasked Estep 
Score: -5936440.500000 Penalty: 5395.005859
	Iteration 18Q: 3 clusters Score -5936440 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 51238 members 
Entering Unmasked Estep 
Score: -5936616.500000 Penalty: 5395.005859
	Iteration 19Q: 3 clusters Score -5936616 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 51426 members 
Entering Unmasked Estep 
Score: -5936745.500000 Penalty: 5395.005859
	Iteration 20F: 3 clusters Score -5936746 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 51554 members 
Entering Unmasked Estep 
Score: -5936808.000000 Penalty: 5395.005859
	Iteration 21Q: 3 clusters Score -5936808 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 51650 members 
Entering Unmasked Estep 
Score: -5936855.000000 Penalty: 5395.005859
	Iteration 22Q: 3 clusters Score -5936855 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 51722 members 
Entering Unmasked Estep 
Score: -5936878.000000 Penalty: 5395.005859
	Iteration 23Q: 3 clusters Score -5936878 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 51777 members 
Entering Unmasked Estep 
Score: -5936902.500000 Penalty: 5395.005859
	Iteration 24Q: 3 clusters Score -5936902 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 51816 members 
Entering Unmasked Estep 
Score: -5936933.500000 Penalty: 5395.005859
	Iteration 25Q: 3 clusters Score -5936934 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 51843 members 
Entering Unmasked Estep 
Score: -5936954.000000 Penalty: 5395.005859
	Iteration 26Q: 3 clusters Score -5936954 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 51868 members 
Entering Unmasked Estep 
Score: -5936965.000000 Penalty: 5395.005859
	Iteration 27Q: 3 clusters Score -5936965 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 51885 members 
Entering Unmasked Estep 
Score: -5936977.500000 Penalty: 5395.005859
	Iteration 28Q: 3 clusters Score -5936978 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 51897 members 
Entering Unmasked Estep 
Score: -5936989.500000 Penalty: 5395.005859
	Iteration 29Q: 3 clusters Score -5936990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 51907 members 
Entering Unmasked Estep 
Score: -5936986.500000 Penalty: 5395.005859
	Iteration 30Q: 3 clusters Score -5936986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 51913 members 
Entering Unmasked Estep 
Score: -5936991.500000 Penalty: 5395.005859
	Iteration 31Q: 3 clusters Score -5936992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 51924 members 
Entering Unmasked Estep 
Score: -5936992.000000 Penalty: 5395.005859
	Iteration 32Q: 3 clusters Score -5936992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 51928 members 
Entering Unmasked Estep 
Score: -5936989.500000 Penalty: 5395.005859
	Iteration 33Q: 3 clusters Score -5936990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 51930 members 
Entering Unmasked Estep 
Score: -5936990.500000 Penalty: 5395.005859
	Iteration 34Q: 3 clusters Score -5936990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 51935 members 
Entering Unmasked Estep 
Score: -5936993.500000 Penalty: 5395.005859
	Iteration 35Q: 3 clusters Score -5936994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 51937 members 
Entering Unmasked Estep 
Score: -5936993.000000 Penalty: 5395.005859
	Iteration 36Q: 3 clusters Score -5936993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 51939 members 
Entering Unmasked Estep 
Score: -5936996.500000 Penalty: 5395.005859
	Iteration 37Q: 3 clusters Score -5936996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 51940 members 
Entering Unmasked Estep 
Score: -5936997.500000 Penalty: 5395.005859
	Iteration 38Q: 3 clusters Score -5936998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 51940 members 
Entering Unmasked Estep 
Score: -5936997.500000 Penalty: 5395.005859
	Iteration 39F: 3 clusters Score -5936998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Entering Unmasked Estep 
Score: -1186337.625000 Penalty: 2296.240723
	Iteration 0F: 2 clusters Score -1186338 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 5259 members 
Entering Unmasked Estep 
Score: -1178314.500000 Penalty: 4592.481445
	Iteration 0F: 3 clusters Score -1178314 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1180688.000000 Penalty: 4592.481445
	Iteration 1F: 3 clusters Score -1180688 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1181022.375000 Penalty: 4592.481445
	Iteration 2F: 3 clusters Score -1181022 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1181332.750000 Penalty: 4592.481445
	Iteration 3F: 3 clusters Score -1181333 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1181655.500000 Penalty: 4592.481445
	Iteration 4F: 3 clusters Score -1181656 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1182119.625000 Penalty: 4592.481445
	Iteration 5F: 3 clusters Score -1182120 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1182752.250000 Penalty: 4592.481445
	Iteration 6F: 3 clusters Score -1182752 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1183579.750000 Penalty: 4592.481445
	Iteration 7F: 3 clusters Score -1183580 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1184450.875000 Penalty: 4592.481445
	Iteration 8F: 3 clusters Score -1184451 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1185029.750000 Penalty: 4592.481445
	Iteration 9F: 3 clusters Score -1185030 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1185376.750000 Penalty: 4592.481445
	Iteration 10Q: 3 clusters Score -1185377 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1185551.250000 Penalty: 4592.481445
	Iteration 11Q: 3 clusters Score -1185551 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1185672.750000 Penalty: 4592.481445
	Iteration 12Q: 3 clusters Score -1185673 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1185766.750000 Penalty: 4592.481445
	Iteration 13Q: 3 clusters Score -1185767 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1185829.875000 Penalty: 4592.481445
	Iteration 14Q: 3 clusters Score -1185830 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1185919.375000 Penalty: 4592.481445
	Iteration 15Q: 3 clusters Score -1185919 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1186024.375000 Penalty: 4592.481445
	Iteration 16Q: 3 clusters Score -1186024 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1186114.125000 Penalty: 4592.481445
	Iteration 17Q: 3 clusters Score -1186114 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1186196.000000 Penalty: 4592.481445
	Iteration 18Q: 3 clusters Score -1186196 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1186243.750000 Penalty: 4592.481445
	Iteration 19Q: 3 clusters Score -1186244 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1186272.875000 Penalty: 4592.481445
	Iteration 20F: 3 clusters Score -1186273 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1186283.250000 Penalty: 4592.481445
	Iteration 21Q: 3 clusters Score -1186283 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1186290.375000 Penalty: 4592.481445
	Iteration 22Q: 3 clusters Score -1186290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1186290.375000 Penalty: 4592.481445
	Iteration 23Q: 3 clusters Score -1186290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1186292.375000 Penalty: 4592.481445
	Iteration 24Q: 3 clusters Score -1186292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1186291.125000 Penalty: 4592.481445
	Iteration 25Q: 3 clusters Score -1186291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1186291.125000 Penalty: 4592.481445
	Iteration 26F: 3 clusters Score -1186291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (29617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29617 members 
Entering Unmasked Estep 
Score: -3613842.000000 Penalty: 2553.433594
	Iteration 0F: 2 clusters Score -3613842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -3593614.250000 Penalty: 5106.867188
	Iteration 0F: 3 clusters Score -3593614 nChanged 13300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -3600845.000000 Penalty: 5106.867188
	Iteration 1F: 3 clusters Score -3600845 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -3601349.750000 Penalty: 5106.867188
	Iteration 2Q: 3 clusters Score -3601350 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -3602028.250000 Penalty: 5106.867188
	Iteration 3Q: 3 clusters Score -3602028 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -3602985.750000 Penalty: 5106.867188
	Iteration 4F: 3 clusters Score -3602986 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -3604403.000000 Penalty: 5106.867188
	Iteration 5F: 3 clusters Score -3604403 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -3606022.500000 Penalty: 5106.867188
	Iteration 6F: 3 clusters Score -3606022 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -3607693.500000 Penalty: 5106.867188
	Iteration 7F: 3 clusters Score -3607694 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -3609127.750000 Penalty: 5106.867188
	Iteration 8F: 3 clusters Score -3609128 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -3610242.250000 Penalty: 5106.867188
	Iteration 9F: 3 clusters Score -3610242 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -3610985.000000 Penalty: 5106.867188
	Iteration 10Q: 3 clusters Score -3610985 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -3611533.750000 Penalty: 5106.867188
	Iteration 11Q: 3 clusters Score -3611534 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -3611958.000000 Penalty: 5106.867188
	Iteration 12Q: 3 clusters Score -3611958 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -3612334.750000 Penalty: 5106.867188
	Iteration 13Q: 3 clusters Score -3612335 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -3612591.750000 Penalty: 5106.867188
	Iteration 14Q: 3 clusters Score -3612592 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -3612785.750000 Penalty: 5106.867188
	Iteration 15Q: 3 clusters Score -3612786 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27816 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3612904.250000 Penalty: 5106.867188
	Iteration 16Q: 3 clusters Score -3612904 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -3612997.750000 Penalty: 5106.867188
	Iteration 17Q: 3 clusters Score -3612998 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3613029.000000 Penalty: 5106.867188
	Iteration 18Q: 3 clusters Score -3613029 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3613073.500000 Penalty: 5106.867188
	Iteration 19Q: 3 clusters Score -3613074 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28302 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3613117.000000 Penalty: 5106.867188
	Iteration 20F: 3 clusters Score -3613117 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3613132.750000 Penalty: 5106.867188
	Iteration 21Q: 3 clusters Score -3613133 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3613141.500000 Penalty: 5106.867188
	Iteration 22Q: 3 clusters Score -3613142 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3613149.500000 Penalty: 5106.867188
	Iteration 23Q: 3 clusters Score -3613150 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3613155.500000 Penalty: 5106.867188
	Iteration 24Q: 3 clusters Score -3613156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3613158.500000 Penalty: 5106.867188
	Iteration 25Q: 3 clusters Score -3613158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3613164.750000 Penalty: 5106.867188
	Iteration 26Q: 3 clusters Score -3613165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3613176.000000 Penalty: 5106.867188
	Iteration 27Q: 3 clusters Score -3613176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3613190.000000 Penalty: 5106.867188
	Iteration 28Q: 3 clusters Score -3613190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3613190.750000 Penalty: 5106.867188
	Iteration 29Q: 3 clusters Score -3613191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3613187.750000 Penalty: 5106.867188
	Iteration 30Q: 3 clusters Score -3613188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3613185.000000 Penalty: 5106.867188
	Iteration 31Q: 3 clusters Score -3613185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3613187.250000 Penalty: 5106.867188
	Iteration 32Q: 3 clusters Score -3613187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3613192.250000 Penalty: 5106.867188
	Iteration 33Q: 3 clusters Score -3613192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3613198.000000 Penalty: 5106.867188
	Iteration 34Q: 3 clusters Score -3613198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3613198.000000 Penalty: 5106.867188
	Iteration 35Q: 3 clusters Score -3613198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3613195.500000 Penalty: 5106.867188
	Iteration 36Q: 3 clusters Score -3613196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28545 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3613206.000000 Penalty: 5106.867188
	Iteration 37Q: 3 clusters Score -3613206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28548 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3613203.500000 Penalty: 5106.867188
	Iteration 38Q: 3 clusters Score -3613204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3613202.500000 Penalty: 5106.867188
	Iteration 39Q: 3 clusters Score -3613202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3613203.250000 Penalty: 5106.867188
	Iteration 40F: 3 clusters Score -3613203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3613209.750000 Penalty: 5106.867188
	Iteration 41Q: 3 clusters Score -3613210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3613213.500000 Penalty: 5106.867188
	Iteration 42Q: 3 clusters Score -3613214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3613213.250000 Penalty: 5106.867188
	Iteration 43Q: 3 clusters Score -3613213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3613213.000000 Penalty: 5106.867188
	Iteration 44Q: 3 clusters Score -3613213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28568 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3613216.250000 Penalty: 5106.867188
	Iteration 45Q: 3 clusters Score -3613216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3613218.750000 Penalty: 5106.867188
	Iteration 46Q: 3 clusters Score -3613219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28574 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3613225.000000 Penalty: 5106.867188
	Iteration 47Q: 3 clusters Score -3613225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28575 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3613221.000000 Penalty: 5106.867188
	Iteration 48Q: 3 clusters Score -3613221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3613218.750000 Penalty: 5106.867188
	Iteration 49Q: 3 clusters Score -3613219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3613218.750000 Penalty: 5106.867188
	Iteration 50F: 3 clusters Score -3613219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Entering Unmasked Estep 
Score: -31677.947266 Penalty: 1444.848022
	Iteration 0F: 2 clusters Score -31677.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -30417.234375 Penalty: 2889.696045
	Iteration 0F: 3 clusters Score -30417.23 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -30604.949219 Penalty: 2889.696045
	Iteration 1F: 3 clusters Score -30604.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -30715.134766 Penalty: 2889.696045
	Iteration 2F: 3 clusters Score -30715.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -30808.755859 Penalty: 2889.696045
	Iteration 3Q: 3 clusters Score -30808.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -30976.320312 Penalty: 2889.696045
	Iteration 4Q: 3 clusters Score -30976.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -31089.064453 Penalty: 2889.696045
	Iteration 5Q: 3 clusters Score -31089.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -31262.365234 Penalty: 2889.696045
	Iteration 6Q: 3 clusters Score -31262.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -31394.210938 Penalty: 2889.696045
	Iteration 7Q: 3 clusters Score -31394.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -31474.648438 Penalty: 2889.696045
	Iteration 8Q: 3 clusters Score -31474.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -31562.080078 Penalty: 2889.696045
	Iteration 9Q: 3 clusters Score -31562.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -31565.158203 Penalty: 2889.696045
	Iteration 10Q: 3 clusters Score -31565.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -31565.158203 Penalty: 2889.696045
	Iteration 11F: 3 clusters Score -31565.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (12786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Entering Unmasked Estep 
Score: -1538972.750000 Penalty: 2345.114258
	Iteration 0F: 2 clusters Score -1538973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1529470.875000 Penalty: 4690.228516
	Iteration 0F: 3 clusters Score -1529471 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1532388.125000 Penalty: 4690.228516
	Iteration 1F: 3 clusters Score -1532388 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1532701.000000 Penalty: 4690.228516
	Iteration 2F: 3 clusters Score -1532701 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1532911.000000 Penalty: 4690.228516
	Iteration 3Q: 3 clusters Score -1532911 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1533053.250000 Penalty: 4690.228516
	Iteration 4Q: 3 clusters Score -1533053 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1533168.500000 Penalty: 4690.228516
	Iteration 5Q: 3 clusters Score -1533168 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1533264.750000 Penalty: 4690.228516
	Iteration 6Q: 3 clusters Score -1533265 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1533345.375000 Penalty: 4690.228516
	Iteration 7Q: 3 clusters Score -1533345 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1533426.625000 Penalty: 4690.228516
	Iteration 8Q: 3 clusters Score -1533427 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1533501.500000 Penalty: 4690.228516
	Iteration 9Q: 3 clusters Score -1533502 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1533609.250000 Penalty: 4690.228516
	Iteration 10Q: 3 clusters Score -1533609 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1533740.500000 Penalty: 4690.228516
	Iteration 11Q: 3 clusters Score -1533740 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1533872.625000 Penalty: 4690.228516
	Iteration 12Q: 3 clusters Score -1533873 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1534031.875000 Penalty: 4690.228516
	Iteration 13Q: 3 clusters Score -1534032 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1534211.625000 Penalty: 4690.228516
	Iteration 14Q: 3 clusters Score -1534212 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1534450.750000 Penalty: 4690.228516
	Iteration 15Q: 3 clusters Score -1534451 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1534712.000000 Penalty: 4690.228516
	Iteration 16Q: 3 clusters Score -1534712 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1535017.375000 Penalty: 4690.228516
	Iteration 17Q: 3 clusters Score -1535017 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1535351.500000 Penalty: 4690.228516
	Iteration 18Q: 3 clusters Score -1535352 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1535654.375000 Penalty: 4690.228516
	Iteration 19Q: 3 clusters Score -1535654 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1535890.625000 Penalty: 4690.228516
	Iteration 20F: 3 clusters Score -1535891 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1536113.750000 Penalty: 4690.228516
	Iteration 21Q: 3 clusters Score -1536114 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1536310.000000 Penalty: 4690.228516
	Iteration 22Q: 3 clusters Score -1536310 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1536465.750000 Penalty: 4690.228516
	Iteration 23Q: 3 clusters Score -1536466 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1536581.500000 Penalty: 4690.228516
	Iteration 24Q: 3 clusters Score -1536582 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1536651.500000 Penalty: 4690.228516
	Iteration 25Q: 3 clusters Score -1536652 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1536710.375000 Penalty: 4690.228516
	Iteration 26Q: 3 clusters Score -1536710 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1536767.125000 Penalty: 4690.228516
	Iteration 27Q: 3 clusters Score -1536767 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1536797.250000 Penalty: 4690.228516
	Iteration 28Q: 3 clusters Score -1536797 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1536818.000000 Penalty: 4690.228516
	Iteration 29Q: 3 clusters Score -1536818 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1536844.875000 Penalty: 4690.228516
	Iteration 30Q: 3 clusters Score -1536845 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1536861.875000 Penalty: 4690.228516
	Iteration 31Q: 3 clusters Score -1536862 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1536888.750000 Penalty: 4690.228516
	Iteration 32Q: 3 clusters Score -1536889 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1536901.125000 Penalty: 4690.228516
	Iteration 33Q: 3 clusters Score -1536901 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1536912.625000 Penalty: 4690.228516
	Iteration 34Q: 3 clusters Score -1536913 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1536931.750000 Penalty: 4690.228516
	Iteration 35Q: 3 clusters Score -1536932 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1536942.750000 Penalty: 4690.228516
	Iteration 36Q: 3 clusters Score -1536943 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1536957.125000 Penalty: 4690.228516
	Iteration 37Q: 3 clusters Score -1536957 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1536962.750000 Penalty: 4690.228516
	Iteration 38Q: 3 clusters Score -1536963 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1536966.875000 Penalty: 4690.228516
	Iteration 39Q: 3 clusters Score -1536967 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1536968.625000 Penalty: 4690.228516
	Iteration 40F: 3 clusters Score -1536969 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1536978.750000 Penalty: 4690.228516
	Iteration 41Q: 3 clusters Score -1536979 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1536981.625000 Penalty: 4690.228516
	Iteration 42Q: 3 clusters Score -1536982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1536986.000000 Penalty: 4690.228516
	Iteration 43Q: 3 clusters Score -1536986 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1536989.500000 Penalty: 4690.228516
	Iteration 44Q: 3 clusters Score -1536990 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1536995.250000 Penalty: 4690.228516
	Iteration 45Q: 3 clusters Score -1536995 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1537000.250000 Penalty: 4690.228516
	Iteration 46Q: 3 clusters Score -1537000 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1537005.750000 Penalty: 4690.228516
	Iteration 47Q: 3 clusters Score -1537006 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1537011.125000 Penalty: 4690.228516
	Iteration 48Q: 3 clusters Score -1537011 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1537016.750000 Penalty: 4690.228516
	Iteration 49Q: 3 clusters Score -1537017 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1537021.625000 Penalty: 4690.228516
	Iteration 50Q: 3 clusters Score -1537022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1537022.375000 Penalty: 4690.228516
	Iteration 51Q: 3 clusters Score -1537022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1537026.875000 Penalty: 4690.228516
	Iteration 52Q: 3 clusters Score -1537027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1537031.625000 Penalty: 4690.228516
	Iteration 53Q: 3 clusters Score -1537032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1537030.625000 Penalty: 4690.228516
	Iteration 54Q: 3 clusters Score -1537031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1537033.125000 Penalty: 4690.228516
	Iteration 55Q: 3 clusters Score -1537033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1537033.250000 Penalty: 4690.228516
	Iteration 56Q: 3 clusters Score -1537033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1537030.500000 Penalty: 4690.228516
	Iteration 57Q: 3 clusters Score -1537030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1537030.375000 Penalty: 4690.228516
	Iteration 58Q: 3 clusters Score -1537030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1537035.250000 Penalty: 4690.228516
	Iteration 59Q: 3 clusters Score -1537035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1537034.750000 Penalty: 4690.228516
	Iteration 60F: 3 clusters Score -1537035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1537037.750000 Penalty: 4690.228516
	Iteration 61Q: 3 clusters Score -1537038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1537035.750000 Penalty: 4690.228516
	Iteration 62Q: 3 clusters Score -1537036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1537036.625000 Penalty: 4690.228516
	Iteration 63Q: 3 clusters Score -1537037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1537035.500000 Penalty: 4690.228516
	Iteration 64Q: 3 clusters Score -1537036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1537035.500000 Penalty: 4690.228516
	Iteration 65F: 3 clusters Score -1537036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Entering Unmasked Estep 
Score: -1294485.625000 Penalty: 2309.710205
	Iteration 0F: 2 clusters Score -1294486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1286141.000000 Penalty: 4619.420410
	Iteration 0F: 3 clusters Score -1286141 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1288827.625000 Penalty: 4619.420410
	Iteration 1F: 3 clusters Score -1288828 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1289288.750000 Penalty: 4619.420410
	Iteration 2F: 3 clusters Score -1289289 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1289666.250000 Penalty: 4619.420410
	Iteration 3F: 3 clusters Score -1289666 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1290031.375000 Penalty: 4619.420410
	Iteration 4F: 3 clusters Score -1290031 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1290343.625000 Penalty: 4619.420410
	Iteration 5F: 3 clusters Score -1290344 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1290650.125000 Penalty: 4619.420410
	Iteration 6Q: 3 clusters Score -1290650 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1290880.000000 Penalty: 4619.420410
	Iteration 7Q: 3 clusters Score -1290880 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1291090.500000 Penalty: 4619.420410
	Iteration 8Q: 3 clusters Score -1291090 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1291272.750000 Penalty: 4619.420410
	Iteration 9Q: 3 clusters Score -1291273 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1291431.250000 Penalty: 4619.420410
	Iteration 10Q: 3 clusters Score -1291431 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1291559.750000 Penalty: 4619.420410
	Iteration 11Q: 3 clusters Score -1291560 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1291650.875000 Penalty: 4619.420410
	Iteration 12Q: 3 clusters Score -1291651 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1291731.750000 Penalty: 4619.420410
	Iteration 13Q: 3 clusters Score -1291732 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1291782.500000 Penalty: 4619.420410
	Iteration 14Q: 3 clusters Score -1291782 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1291815.875000 Penalty: 4619.420410
	Iteration 15Q: 3 clusters Score -1291816 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1291844.250000 Penalty: 4619.420410
	Iteration 16Q: 3 clusters Score -1291844 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1291858.000000 Penalty: 4619.420410
	Iteration 17Q: 3 clusters Score -1291858 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1291871.500000 Penalty: 4619.420410
	Iteration 18Q: 3 clusters Score -1291872 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1291884.125000 Penalty: 4619.420410
	Iteration 19Q: 3 clusters Score -1291884 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1291887.500000 Penalty: 4619.420410
	Iteration 20F: 3 clusters Score -1291888 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1291900.625000 Penalty: 4619.420410
	Iteration 21Q: 3 clusters Score -1291901 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1291907.375000 Penalty: 4619.420410
	Iteration 22Q: 3 clusters Score -1291907 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1291910.875000 Penalty: 4619.420410
	Iteration 23Q: 3 clusters Score -1291911 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1291917.250000 Penalty: 4619.420410
	Iteration 24Q: 3 clusters Score -1291917 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1291921.500000 Penalty: 4619.420410
	Iteration 25Q: 3 clusters Score -1291922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1291926.625000 Penalty: 4619.420410
	Iteration 26Q: 3 clusters Score -1291927 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1291931.375000 Penalty: 4619.420410
	Iteration 27Q: 3 clusters Score -1291931 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1291930.250000 Penalty: 4619.420410
	Iteration 28Q: 3 clusters Score -1291930 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1291934.750000 Penalty: 4619.420410
	Iteration 29Q: 3 clusters Score -1291935 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1291935.750000 Penalty: 4619.420410
	Iteration 30Q: 3 clusters Score -1291936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1291939.875000 Penalty: 4619.420410
	Iteration 31Q: 3 clusters Score -1291940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1291940.500000 Penalty: 4619.420410
	Iteration 32Q: 3 clusters Score -1291940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1291945.000000 Penalty: 4619.420410
	Iteration 33Q: 3 clusters Score -1291945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1291942.625000 Penalty: 4619.420410
	Iteration 34Q: 3 clusters Score -1291943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1291945.625000 Penalty: 4619.420410
	Iteration 35Q: 3 clusters Score -1291946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1291944.125000 Penalty: 4619.420410
	Iteration 36Q: 3 clusters Score -1291944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1291946.500000 Penalty: 4619.420410
	Iteration 37Q: 3 clusters Score -1291946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1291946.000000 Penalty: 4619.420410
	Iteration 38Q: 3 clusters Score -1291946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1291946.000000 Penalty: 4619.420410
	Iteration 39F: 3 clusters Score -1291946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Entering Unmasked Estep 
Score: -653942.187500 Penalty: 2143.537598
	Iteration 0F: 2 clusters Score -653942.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -648998.875000 Penalty: 4287.075195
	Iteration 0F: 3 clusters Score -648998.9 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -650248.562500 Penalty: 4287.075195
	Iteration 1F: 3 clusters Score -650248.6 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -650513.562500 Penalty: 4287.075195
	Iteration 2F: 3 clusters Score -650513.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -650668.187500 Penalty: 4287.075195
	Iteration 3F: 3 clusters Score -650668.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -650793.437500 Penalty: 4287.075195
	Iteration 4Q: 3 clusters Score -650793.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -650901.187500 Penalty: 4287.075195
	Iteration 5Q: 3 clusters Score -650901.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -651002.625000 Penalty: 4287.075195
	Iteration 6Q: 3 clusters Score -651002.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -651083.437500 Penalty: 4287.075195
	Iteration 7Q: 3 clusters Score -651083.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -651149.000000 Penalty: 4287.075195
	Iteration 8Q: 3 clusters Score -651149 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -651217.187500 Penalty: 4287.075195
	Iteration 9Q: 3 clusters Score -651217.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -651273.500000 Penalty: 4287.075195
	Iteration 10Q: 3 clusters Score -651273.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -651331.875000 Penalty: 4287.075195
	Iteration 11Q: 3 clusters Score -651331.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -651386.000000 Penalty: 4287.075195
	Iteration 12Q: 3 clusters Score -651386 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -651433.312500 Penalty: 4287.075195
	Iteration 13Q: 3 clusters Score -651433.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -651475.750000 Penalty: 4287.075195
	Iteration 14Q: 3 clusters Score -651475.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -651523.750000 Penalty: 4287.075195
	Iteration 15Q: 3 clusters Score -651523.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -651576.125000 Penalty: 4287.075195
	Iteration 16Q: 3 clusters Score -651576.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -651631.000000 Penalty: 4287.075195
	Iteration 17Q: 3 clusters Score -651631 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -651675.687500 Penalty: 4287.075195
	Iteration 18Q: 3 clusters Score -651675.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -651714.500000 Penalty: 4287.075195
	Iteration 19Q: 3 clusters Score -651714.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -651751.500000 Penalty: 4287.075195
	Iteration 20F: 3 clusters Score -651751.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -651778.250000 Penalty: 4287.075195
	Iteration 21Q: 3 clusters Score -651778.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -651807.250000 Penalty: 4287.075195
	Iteration 22Q: 3 clusters Score -651807.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -651828.125000 Penalty: 4287.075195
	Iteration 23Q: 3 clusters Score -651828.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -651843.250000 Penalty: 4287.075195
	Iteration 24Q: 3 clusters Score -651843.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -651852.750000 Penalty: 4287.075195
	Iteration 25Q: 3 clusters Score -651852.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -651862.125000 Penalty: 4287.075195
	Iteration 26Q: 3 clusters Score -651862.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -651873.562500 Penalty: 4287.075195
	Iteration 27Q: 3 clusters Score -651873.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -651882.062500 Penalty: 4287.075195
	Iteration 28Q: 3 clusters Score -651882.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -651891.937500 Penalty: 4287.075195
	Iteration 29Q: 3 clusters Score -651891.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -651896.875000 Penalty: 4287.075195
	Iteration 30Q: 3 clusters Score -651896.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -651903.000000 Penalty: 4287.075195
	Iteration 31Q: 3 clusters Score -651903 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -651909.062500 Penalty: 4287.075195
	Iteration 32Q: 3 clusters Score -651909.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -651913.437500 Penalty: 4287.075195
	Iteration 33Q: 3 clusters Score -651913.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -651918.750000 Penalty: 4287.075195
	Iteration 34Q: 3 clusters Score -651918.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -651927.500000 Penalty: 4287.075195
	Iteration 35Q: 3 clusters Score -651927.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -651935.625000 Penalty: 4287.075195
	Iteration 36Q: 3 clusters Score -651935.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -651945.000000 Penalty: 4287.075195
	Iteration 37Q: 3 clusters Score -651945 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -651952.937500 Penalty: 4287.075195
	Iteration 38Q: 3 clusters Score -651952.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -651961.250000 Penalty: 4287.075195
	Iteration 39Q: 3 clusters Score -651961.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -651968.875000 Penalty: 4287.075195
	Iteration 40F: 3 clusters Score -651968.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -651976.125000 Penalty: 4287.075195
	Iteration 41Q: 3 clusters Score -651976.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -651981.312500 Penalty: 4287.075195
	Iteration 42Q: 3 clusters Score -651981.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -651986.750000 Penalty: 4287.075195
	Iteration 43Q: 3 clusters Score -651986.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -651995.937500 Penalty: 4287.075195
	Iteration 44Q: 3 clusters Score -651995.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -652001.375000 Penalty: 4287.075195
	Iteration 45Q: 3 clusters Score -652001.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -652006.562500 Penalty: 4287.075195
	Iteration 46Q: 3 clusters Score -652006.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -652009.187500 Penalty: 4287.075195
	Iteration 47Q: 3 clusters Score -652009.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -652015.125000 Penalty: 4287.075195
	Iteration 48Q: 3 clusters Score -652015.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -652019.000000 Penalty: 4287.075195
	Iteration 49Q: 3 clusters Score -652019 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -652025.437500 Penalty: 4287.075195
	Iteration 50Q: 3 clusters Score -652025.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -652027.937500 Penalty: 4287.075195
	Iteration 51Q: 3 clusters Score -652027.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -652032.375000 Penalty: 4287.075195
	Iteration 52Q: 3 clusters Score -652032.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -652036.125000 Penalty: 4287.075195
	Iteration 53Q: 3 clusters Score -652036.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -652043.250000 Penalty: 4287.075195
	Iteration 54Q: 3 clusters Score -652043.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -652049.687500 Penalty: 4287.075195
	Iteration 55Q: 3 clusters Score -652049.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -652052.562500 Penalty: 4287.075195
	Iteration 56Q: 3 clusters Score -652052.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -652055.500000 Penalty: 4287.075195
	Iteration 57Q: 3 clusters Score -652055.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -652054.687500 Penalty: 4287.075195
	Iteration 58Q: 3 clusters Score -652054.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -652054.812500 Penalty: 4287.075195
	Iteration 59Q: 3 clusters Score -652054.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -652056.312500 Penalty: 4287.075195
	Iteration 60F: 3 clusters Score -652056.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -652055.500000 Penalty: 4287.075195
	Iteration 61Q: 3 clusters Score -652055.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -652055.500000 Penalty: 4287.075195
	Iteration 62F: 3 clusters Score -652055.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (12273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Entering Unmasked Estep 
Score: -1486498.125000 Penalty: 2334.958984
	Iteration 0F: 2 clusters Score -1486498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1477448.000000 Penalty: 4669.917969
	Iteration 0F: 3 clusters Score -1477448 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1480176.750000 Penalty: 4669.917969
	Iteration 1F: 3 clusters Score -1480177 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1480472.500000 Penalty: 4669.917969
	Iteration 2F: 3 clusters Score -1480472 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1480665.000000 Penalty: 4669.917969
	Iteration 3Q: 3 clusters Score -1480665 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1480797.250000 Penalty: 4669.917969
	Iteration 4Q: 3 clusters Score -1480797 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1480905.750000 Penalty: 4669.917969
	Iteration 5Q: 3 clusters Score -1480906 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1481015.750000 Penalty: 4669.917969
	Iteration 6Q: 3 clusters Score -1481016 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1481127.875000 Penalty: 4669.917969
	Iteration 7Q: 3 clusters Score -1481128 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1481245.625000 Penalty: 4669.917969
	Iteration 8Q: 3 clusters Score -1481246 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1481405.750000 Penalty: 4669.917969
	Iteration 9Q: 3 clusters Score -1481406 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1481614.750000 Penalty: 4669.917969
	Iteration 10Q: 3 clusters Score -1481615 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1481895.125000 Penalty: 4669.917969
	Iteration 11Q: 3 clusters Score -1481895 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1482195.000000 Penalty: 4669.917969
	Iteration 12Q: 3 clusters Score -1482195 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1482516.625000 Penalty: 4669.917969
	Iteration 13Q: 3 clusters Score -1482517 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1482801.000000 Penalty: 4669.917969
	Iteration 14Q: 3 clusters Score -1482801 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1483030.625000 Penalty: 4669.917969
	Iteration 15Q: 3 clusters Score -1483031 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1483223.375000 Penalty: 4669.917969
	Iteration 16Q: 3 clusters Score -1483223 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1483376.750000 Penalty: 4669.917969
	Iteration 17Q: 3 clusters Score -1483377 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1483482.000000 Penalty: 4669.917969
	Iteration 18Q: 3 clusters Score -1483482 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1483546.750000 Penalty: 4669.917969
	Iteration 19Q: 3 clusters Score -1483547 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1483604.625000 Penalty: 4669.917969
	Iteration 20F: 3 clusters Score -1483605 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1483646.000000 Penalty: 4669.917969
	Iteration 21Q: 3 clusters Score -1483646 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1483675.750000 Penalty: 4669.917969
	Iteration 22Q: 3 clusters Score -1483676 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1483697.000000 Penalty: 4669.917969
	Iteration 23Q: 3 clusters Score -1483697 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1483710.625000 Penalty: 4669.917969
	Iteration 24Q: 3 clusters Score -1483711 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1483721.250000 Penalty: 4669.917969
	Iteration 25Q: 3 clusters Score -1483721 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1483732.125000 Penalty: 4669.917969
	Iteration 26Q: 3 clusters Score -1483732 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1483743.000000 Penalty: 4669.917969
	Iteration 27Q: 3 clusters Score -1483743 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1483753.250000 Penalty: 4669.917969
	Iteration 28Q: 3 clusters Score -1483753 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1483764.750000 Penalty: 4669.917969
	Iteration 29Q: 3 clusters Score -1483765 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1483766.375000 Penalty: 4669.917969
	Iteration 30Q: 3 clusters Score -1483766 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1483768.500000 Penalty: 4669.917969
	Iteration 31Q: 3 clusters Score -1483768 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1483776.125000 Penalty: 4669.917969
	Iteration 32Q: 3 clusters Score -1483776 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1483782.000000 Penalty: 4669.917969
	Iteration 33Q: 3 clusters Score -1483782 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1483785.375000 Penalty: 4669.917969
	Iteration 34Q: 3 clusters Score -1483785 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1483783.750000 Penalty: 4669.917969
	Iteration 35Q: 3 clusters Score -1483784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1483786.625000 Penalty: 4669.917969
	Iteration 36Q: 3 clusters Score -1483787 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1483789.125000 Penalty: 4669.917969
	Iteration 37Q: 3 clusters Score -1483789 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1483790.500000 Penalty: 4669.917969
	Iteration 38Q: 3 clusters Score -1483790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1483792.250000 Penalty: 4669.917969
	Iteration 39Q: 3 clusters Score -1483792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1483791.250000 Penalty: 4669.917969
	Iteration 40F: 3 clusters Score -1483791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1483792.000000 Penalty: 4669.917969
	Iteration 41Q: 3 clusters Score -1483792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1483792.625000 Penalty: 4669.917969
	Iteration 42Q: 3 clusters Score -1483793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1483792.250000 Penalty: 4669.917969
	Iteration 43Q: 3 clusters Score -1483792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1483794.000000 Penalty: 4669.917969
	Iteration 44Q: 3 clusters Score -1483794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1483790.750000 Penalty: 4669.917969
	Iteration 45Q: 3 clusters Score -1483791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1483795.500000 Penalty: 4669.917969
	Iteration 46Q: 3 clusters Score -1483796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1483796.375000 Penalty: 4669.917969
	Iteration 47Q: 3 clusters Score -1483796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1483796.375000 Penalty: 4669.917969
	Iteration 48Q: 3 clusters Score -1483796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1483798.250000 Penalty: 4669.917969
	Iteration 49Q: 3 clusters Score -1483798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1483798.125000 Penalty: 4669.917969
	Iteration 50Q: 3 clusters Score -1483798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1483802.000000 Penalty: 4669.917969
	Iteration 51Q: 3 clusters Score -1483802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1483797.500000 Penalty: 4669.917969
	Iteration 52Q: 3 clusters Score -1483798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1483799.125000 Penalty: 4669.917969
	Iteration 53Q: 3 clusters Score -1483799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1483797.250000 Penalty: 4669.917969
	Iteration 54Q: 3 clusters Score -1483797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1483798.875000 Penalty: 4669.917969
	Iteration 55Q: 3 clusters Score -1483799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1483799.375000 Penalty: 4669.917969
	Iteration 56Q: 3 clusters Score -1483799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1483799.500000 Penalty: 4669.917969
	Iteration 57Q: 3 clusters Score -1483800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1483801.000000 Penalty: 4669.917969
	Iteration 58Q: 3 clusters Score -1483801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1483799.500000 Penalty: 4669.917969
	Iteration 59Q: 3 clusters Score -1483800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1483799.500000 Penalty: 4669.917969
	Iteration 60F: 3 clusters Score -1483800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Entering Unmasked Estep 
Score: -323294.281250 Penalty: 1991.218506
	Iteration 0F: 2 clusters Score -323294.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -320041.562500 Penalty: 3982.437012
	Iteration 0F: 3 clusters Score -320041.6 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -320977.250000 Penalty: 3982.437012
	Iteration 1F: 3 clusters Score -320977.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -321364.531250 Penalty: 3982.437012
	Iteration 2F: 3 clusters Score -321364.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -321609.656250 Penalty: 3982.437012
	Iteration 3F: 3 clusters Score -321609.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -321759.312500 Penalty: 3982.437012
	Iteration 4F: 3 clusters Score -321759.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -321900.593750 Penalty: 3982.437012
	Iteration 5Q: 3 clusters Score -321900.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -321978.312500 Penalty: 3982.437012
	Iteration 6Q: 3 clusters Score -321978.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -322020.312500 Penalty: 3982.437012
	Iteration 7Q: 3 clusters Score -322020.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -322047.875000 Penalty: 3982.437012
	Iteration 8Q: 3 clusters Score -322047.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -322063.031250 Penalty: 3982.437012
	Iteration 9Q: 3 clusters Score -322063 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -322075.750000 Penalty: 3982.437012
	Iteration 10Q: 3 clusters Score -322075.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -322085.875000 Penalty: 3982.437012
	Iteration 11Q: 3 clusters Score -322085.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -322096.625000 Penalty: 3982.437012
	Iteration 12Q: 3 clusters Score -322096.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -322111.500000 Penalty: 3982.437012
	Iteration 13Q: 3 clusters Score -322111.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -322121.468750 Penalty: 3982.437012
	Iteration 14Q: 3 clusters Score -322121.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -322133.750000 Penalty: 3982.437012
	Iteration 15Q: 3 clusters Score -322133.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -322144.687500 Penalty: 3982.437012
	Iteration 16Q: 3 clusters Score -322144.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -322153.687500 Penalty: 3982.437012
	Iteration 17Q: 3 clusters Score -322153.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -322156.562500 Penalty: 3982.437012
	Iteration 18Q: 3 clusters Score -322156.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -322159.968750 Penalty: 3982.437012
	Iteration 19Q: 3 clusters Score -322160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -322165.812500 Penalty: 3982.437012
	Iteration 20F: 3 clusters Score -322165.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -322171.781250 Penalty: 3982.437012
	Iteration 21Q: 3 clusters Score -322171.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -322173.500000 Penalty: 3982.437012
	Iteration 22Q: 3 clusters Score -322173.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -322174.968750 Penalty: 3982.437012
	Iteration 23Q: 3 clusters Score -322175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -322174.968750 Penalty: 3982.437012
	Iteration 24F: 3 clusters Score -322175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Entering Unmasked Estep 
Score: -736760.750000 Penalty: 2177.177734
	Iteration 0F: 2 clusters Score -736760.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -731327.625000 Penalty: 4354.355469
	Iteration 0F: 3 clusters Score -731327.6 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -733109.000000 Penalty: 4354.355469
	Iteration 1F: 3 clusters Score -733109 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -733865.375000 Penalty: 4354.355469
	Iteration 2F: 3 clusters Score -733865.4 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -734488.625000 Penalty: 4354.355469
	Iteration 3F: 3 clusters Score -734488.6 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -734945.437500 Penalty: 4354.355469
	Iteration 4F: 3 clusters Score -734945.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -735277.812500 Penalty: 4354.355469
	Iteration 5F: 3 clusters Score -735277.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -735519.500000 Penalty: 4354.355469
	Iteration 6Q: 3 clusters Score -735519.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -735684.812500 Penalty: 4354.355469
	Iteration 7Q: 3 clusters Score -735684.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -735806.437500 Penalty: 4354.355469
	Iteration 8Q: 3 clusters Score -735806.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -735897.250000 Penalty: 4354.355469
	Iteration 9Q: 3 clusters Score -735897.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -735957.562500 Penalty: 4354.355469
	Iteration 10Q: 3 clusters Score -735957.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -735997.812500 Penalty: 4354.355469
	Iteration 11Q: 3 clusters Score -735997.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -736025.625000 Penalty: 4354.355469
	Iteration 12Q: 3 clusters Score -736025.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -736046.125000 Penalty: 4354.355469
	Iteration 13Q: 3 clusters Score -736046.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -736060.062500 Penalty: 4354.355469
	Iteration 14Q: 3 clusters Score -736060.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -736067.125000 Penalty: 4354.355469
	Iteration 15Q: 3 clusters Score -736067.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -736073.062500 Penalty: 4354.355469
	Iteration 16Q: 3 clusters Score -736073.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -736083.000000 Penalty: 4354.355469
	Iteration 17Q: 3 clusters Score -736083 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -736089.500000 Penalty: 4354.355469
	Iteration 18Q: 3 clusters Score -736089.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -736098.437500 Penalty: 4354.355469
	Iteration 19Q: 3 clusters Score -736098.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -736110.500000 Penalty: 4354.355469
	Iteration 20F: 3 clusters Score -736110.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -736121.250000 Penalty: 4354.355469
	Iteration 21Q: 3 clusters Score -736121.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -736133.750000 Penalty: 4354.355469
	Iteration 22Q: 3 clusters Score -736133.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -736142.687500 Penalty: 4354.355469
	Iteration 23Q: 3 clusters Score -736142.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -736148.875000 Penalty: 4354.355469
	Iteration 24Q: 3 clusters Score -736148.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -736157.000000 Penalty: 4354.355469
	Iteration 25Q: 3 clusters Score -736157 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -736164.312500 Penalty: 4354.355469
	Iteration 26Q: 3 clusters Score -736164.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -736176.625000 Penalty: 4354.355469
	Iteration 27Q: 3 clusters Score -736176.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -736181.500000 Penalty: 4354.355469
	Iteration 28Q: 3 clusters Score -736181.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -736186.687500 Penalty: 4354.355469
	Iteration 29Q: 3 clusters Score -736186.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -736189.250000 Penalty: 4354.355469
	Iteration 30Q: 3 clusters Score -736189.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -736191.625000 Penalty: 4354.355469
	Iteration 31Q: 3 clusters Score -736191.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -736192.687500 Penalty: 4354.355469
	Iteration 32Q: 3 clusters Score -736192.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -736193.687500 Penalty: 4354.355469
	Iteration 33Q: 3 clusters Score -736193.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -736197.125000 Penalty: 4354.355469
	Iteration 34Q: 3 clusters Score -736197.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -736198.625000 Penalty: 4354.355469
	Iteration 35Q: 3 clusters Score -736198.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -736197.750000 Penalty: 4354.355469
	Iteration 36Q: 3 clusters Score -736197.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -736199.250000 Penalty: 4354.355469
	Iteration 37Q: 3 clusters Score -736199.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -736198.875000 Penalty: 4354.355469
	Iteration 38Q: 3 clusters Score -736198.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -736200.062500 Penalty: 4354.355469
	Iteration 39Q: 3 clusters Score -736200.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -736199.750000 Penalty: 4354.355469
	Iteration 40F: 3 clusters Score -736199.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -736199.750000 Penalty: 4354.355469
	Iteration 41Q: 3 clusters Score -736199.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -736201.125000 Penalty: 4354.355469
	Iteration 42Q: 3 clusters Score -736201.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -736200.500000 Penalty: 4354.355469
	Iteration 43Q: 3 clusters Score -736200.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -736200.500000 Penalty: 4354.355469
	Iteration 44F: 3 clusters Score -736200.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Entering Unmasked Estep 
Score: -1261822.125000 Penalty: 2306.240967
	Iteration 0F: 2 clusters Score -1261822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1253456.750000 Penalty: 4612.481934
	Iteration 0F: 3 clusters Score -1253457 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1256090.875000 Penalty: 4612.481934
	Iteration 1F: 3 clusters Score -1256091 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1256421.250000 Penalty: 4612.481934
	Iteration 2F: 3 clusters Score -1256421 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1256732.875000 Penalty: 4612.481934
	Iteration 3F: 3 clusters Score -1256733 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1257050.375000 Penalty: 4612.481934
	Iteration 4F: 3 clusters Score -1257050 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1257404.000000 Penalty: 4612.481934
	Iteration 5F: 3 clusters Score -1257404 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1257883.375000 Penalty: 4612.481934
	Iteration 6F: 3 clusters Score -1257883 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1258420.375000 Penalty: 4612.481934
	Iteration 7F: 3 clusters Score -1258420 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1259015.125000 Penalty: 4612.481934
	Iteration 8F: 3 clusters Score -1259015 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1259608.250000 Penalty: 4612.481934
	Iteration 9F: 3 clusters Score -1259608 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1260140.250000 Penalty: 4612.481934
	Iteration 10Q: 3 clusters Score -1260140 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1260521.125000 Penalty: 4612.481934
	Iteration 11Q: 3 clusters Score -1260521 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1260720.000000 Penalty: 4612.481934
	Iteration 12Q: 3 clusters Score -1260720 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1260824.750000 Penalty: 4612.481934
	Iteration 13Q: 3 clusters Score -1260825 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1260864.625000 Penalty: 4612.481934
	Iteration 14Q: 3 clusters Score -1260865 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1260893.875000 Penalty: 4612.481934
	Iteration 15Q: 3 clusters Score -1260894 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1260916.125000 Penalty: 4612.481934
	Iteration 16Q: 3 clusters Score -1260916 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1260931.375000 Penalty: 4612.481934
	Iteration 17Q: 3 clusters Score -1260931 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1260945.875000 Penalty: 4612.481934
	Iteration 18Q: 3 clusters Score -1260946 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1260959.375000 Penalty: 4612.481934
	Iteration 19Q: 3 clusters Score -1260959 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1260966.125000 Penalty: 4612.481934
	Iteration 20F: 3 clusters Score -1260966 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1260975.875000 Penalty: 4612.481934
	Iteration 21Q: 3 clusters Score -1260976 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1260982.250000 Penalty: 4612.481934
	Iteration 22Q: 3 clusters Score -1260982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1260985.125000 Penalty: 4612.481934
	Iteration 23Q: 3 clusters Score -1260985 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1260989.500000 Penalty: 4612.481934
	Iteration 24Q: 3 clusters Score -1260990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1260993.625000 Penalty: 4612.481934
	Iteration 25Q: 3 clusters Score -1260994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1260997.125000 Penalty: 4612.481934
	Iteration 26Q: 3 clusters Score -1260997 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1261003.125000 Penalty: 4612.481934
	Iteration 27Q: 3 clusters Score -1261003 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1261011.750000 Penalty: 4612.481934
	Iteration 28Q: 3 clusters Score -1261012 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1261018.000000 Penalty: 4612.481934
	Iteration 29Q: 3 clusters Score -1261018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1261020.750000 Penalty: 4612.481934
	Iteration 30Q: 3 clusters Score -1261021 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1261022.375000 Penalty: 4612.481934
	Iteration 31Q: 3 clusters Score -1261022 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1261029.750000 Penalty: 4612.481934
	Iteration 32Q: 3 clusters Score -1261030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1261035.250000 Penalty: 4612.481934
	Iteration 33Q: 3 clusters Score -1261035 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1261045.125000 Penalty: 4612.481934
	Iteration 34Q: 3 clusters Score -1261045 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1261050.125000 Penalty: 4612.481934
	Iteration 35Q: 3 clusters Score -1261050 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1261057.625000 Penalty: 4612.481934
	Iteration 36Q: 3 clusters Score -1261058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1261059.250000 Penalty: 4612.481934
	Iteration 37Q: 3 clusters Score -1261059 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1261063.750000 Penalty: 4612.481934
	Iteration 38Q: 3 clusters Score -1261064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1261067.625000 Penalty: 4612.481934
	Iteration 39Q: 3 clusters Score -1261068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1261074.625000 Penalty: 4612.481934
	Iteration 40F: 3 clusters Score -1261075 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1261076.375000 Penalty: 4612.481934
	Iteration 41Q: 3 clusters Score -1261076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1261080.000000 Penalty: 4612.481934
	Iteration 42Q: 3 clusters Score -1261080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1261084.625000 Penalty: 4612.481934
	Iteration 43Q: 3 clusters Score -1261085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1261087.625000 Penalty: 4612.481934
	Iteration 44Q: 3 clusters Score -1261088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1261089.125000 Penalty: 4612.481934
	Iteration 45Q: 3 clusters Score -1261089 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1261092.375000 Penalty: 4612.481934
	Iteration 46Q: 3 clusters Score -1261092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1261092.625000 Penalty: 4612.481934
	Iteration 47Q: 3 clusters Score -1261093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1261092.875000 Penalty: 4612.481934
	Iteration 48Q: 3 clusters Score -1261093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1261095.750000 Penalty: 4612.481934
	Iteration 49Q: 3 clusters Score -1261096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1261097.750000 Penalty: 4612.481934
	Iteration 50Q: 3 clusters Score -1261098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1261099.375000 Penalty: 4612.481934
	Iteration 51Q: 3 clusters Score -1261099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1261098.125000 Penalty: 4612.481934
	Iteration 52Q: 3 clusters Score -1261098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1261099.000000 Penalty: 4612.481934
	Iteration 53Q: 3 clusters Score -1261099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1261100.375000 Penalty: 4612.481934
	Iteration 54Q: 3 clusters Score -1261100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1261100.750000 Penalty: 4612.481934
	Iteration 55Q: 3 clusters Score -1261101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1261101.875000 Penalty: 4612.481934
	Iteration 56Q: 3 clusters Score -1261102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1261102.250000 Penalty: 4612.481934
	Iteration 57Q: 3 clusters Score -1261102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1261103.000000 Penalty: 4612.481934
	Iteration 58Q: 3 clusters Score -1261103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1261103.000000 Penalty: 4612.481934
	Iteration 59Q: 3 clusters Score -1261103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1261102.750000 Penalty: 4612.481934
	Iteration 60F: 3 clusters Score -1261103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1261104.375000 Penalty: 4612.481934
	Iteration 61Q: 3 clusters Score -1261104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1261104.250000 Penalty: 4612.481934
	Iteration 62Q: 3 clusters Score -1261104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1261104.250000 Penalty: 4612.481934
	Iteration 63F: 3 clusters Score -1261104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (54484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54484 members 
Entering Unmasked Estep 
Score: -6662495.500000 Penalty: 2704.604248
	Iteration 0F: 2 clusters Score -6662496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27281 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -6625929.000000 Penalty: 5409.208496
	Iteration 0F: 3 clusters Score -6625929 nChanged 25209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -6639793.500000 Penalty: 5409.208496
	Iteration 1F: 3 clusters Score -6639794 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -6640333.000000 Penalty: 5409.208496
	Iteration 2Q: 3 clusters Score -6640333 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -6640802.500000 Penalty: 5409.208496
	Iteration 3Q: 3 clusters Score -6640802 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -6641405.500000 Penalty: 5409.208496
	Iteration 4Q: 3 clusters Score -6641406 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30628 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -6642111.000000 Penalty: 5409.208496
	Iteration 5Q: 3 clusters Score -6642111 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -6643040.500000 Penalty: 5409.208496
	Iteration 6Q: 3 clusters Score -6643040 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34454 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -6644475.500000 Penalty: 5409.208496
	Iteration 7F: 3 clusters Score -6644476 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37271 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -6646542.500000 Penalty: 5409.208496
	Iteration 8F: 3 clusters Score -6646542 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40542 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -6649169.500000 Penalty: 5409.208496
	Iteration 9F: 3 clusters Score -6649170 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43751 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -6651819.000000 Penalty: 5409.208496
	Iteration 10F: 3 clusters Score -6651819 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46505 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -6654162.500000 Penalty: 5409.208496
	Iteration 11F: 3 clusters Score -6654162 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48601 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -6656053.000000 Penalty: 5409.208496
	Iteration 12Q: 3 clusters Score -6656053 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50055 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -6657378.000000 Penalty: 5409.208496
	Iteration 13Q: 3 clusters Score -6657378 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50984 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -6658261.000000 Penalty: 5409.208496
	Iteration 14Q: 3 clusters Score -6658261 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51561 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -6658761.000000 Penalty: 5409.208496
	Iteration 15Q: 3 clusters Score -6658761 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51939 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -6659075.000000 Penalty: 5409.208496
	Iteration 16Q: 3 clusters Score -6659075 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52238 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -6659318.500000 Penalty: 5409.208496
	Iteration 17Q: 3 clusters Score -6659318 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52455 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -6659489.000000 Penalty: 5409.208496
	Iteration 18Q: 3 clusters Score -6659489 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52641 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -6659599.500000 Penalty: 5409.208496
	Iteration 19Q: 3 clusters Score -6659600 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52784 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -6659714.000000 Penalty: 5409.208496
	Iteration 20F: 3 clusters Score -6659714 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52903 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -6659792.500000 Penalty: 5409.208496
	Iteration 21Q: 3 clusters Score -6659792 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53008 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -6659847.500000 Penalty: 5409.208496
	Iteration 22Q: 3 clusters Score -6659848 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53098 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -6659916.000000 Penalty: 5409.208496
	Iteration 23Q: 3 clusters Score -6659916 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53159 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -6659938.500000 Penalty: 5409.208496
	Iteration 24Q: 3 clusters Score -6659938 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53204 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -6659961.000000 Penalty: 5409.208496
	Iteration 25Q: 3 clusters Score -6659961 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53249 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -6659985.000000 Penalty: 5409.208496
	Iteration 26Q: 3 clusters Score -6659985 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53281 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -6660000.000000 Penalty: 5409.208496
	Iteration 27Q: 3 clusters Score -6660000 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53315 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -6660022.500000 Penalty: 5409.208496
	Iteration 28Q: 3 clusters Score -6660022 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53351 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -6660029.000000 Penalty: 5409.208496
	Iteration 29Q: 3 clusters Score -6660029 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53370 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -6660039.000000 Penalty: 5409.208496
	Iteration 30Q: 3 clusters Score -6660039 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53397 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -6660049.500000 Penalty: 5409.208496
	Iteration 31Q: 3 clusters Score -6660050 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53427 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -6660067.500000 Penalty: 5409.208496
	Iteration 32Q: 3 clusters Score -6660068 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53446 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -6660075.000000 Penalty: 5409.208496
	Iteration 33Q: 3 clusters Score -6660075 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53460 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -6660066.500000 Penalty: 5409.208496
	Iteration 34Q: 3 clusters Score -6660066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53467 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -6660075.000000 Penalty: 5409.208496
	Iteration 35Q: 3 clusters Score -6660075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53472 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -6660078.000000 Penalty: 5409.208496
	Iteration 36Q: 3 clusters Score -6660078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53478 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -6660077.500000 Penalty: 5409.208496
	Iteration 37Q: 3 clusters Score -6660078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53483 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -6660076.000000 Penalty: 5409.208496
	Iteration 38Q: 3 clusters Score -6660076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53486 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -6660074.500000 Penalty: 5409.208496
	Iteration 39Q: 3 clusters Score -6660074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53491 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -6660083.000000 Penalty: 5409.208496
	Iteration 40F: 3 clusters Score -6660083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53495 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -6660082.500000 Penalty: 5409.208496
	Iteration 41Q: 3 clusters Score -6660082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53498 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -6660083.500000 Penalty: 5409.208496
	Iteration 42Q: 3 clusters Score -6660084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53501 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -6660089.000000 Penalty: 5409.208496
	Iteration 43Q: 3 clusters Score -6660089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53503 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -6660094.000000 Penalty: 5409.208496
	Iteration 44Q: 3 clusters Score -6660094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53504 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -6660092.000000 Penalty: 5409.208496
	Iteration 45Q: 3 clusters Score -6660092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53510 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -6660091.500000 Penalty: 5409.208496
	Iteration 46Q: 3 clusters Score -6660092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53512 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -6660092.000000 Penalty: 5409.208496
	Iteration 47Q: 3 clusters Score -6660092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53513 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -6660091.500000 Penalty: 5409.208496
	Iteration 48Q: 3 clusters Score -6660092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53515 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -6660092.500000 Penalty: 5409.208496
	Iteration 49Q: 3 clusters Score -6660092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53517 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -6660087.500000 Penalty: 5409.208496
	Iteration 50Q: 3 clusters Score -6660088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53522 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -6660089.500000 Penalty: 5409.208496
	Iteration 51Q: 3 clusters Score -6660090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53524 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -6660088.000000 Penalty: 5409.208496
	Iteration 52Q: 3 clusters Score -6660088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53528 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -6660093.000000 Penalty: 5409.208496
	Iteration 53Q: 3 clusters Score -6660093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53531 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -6660098.000000 Penalty: 5409.208496
	Iteration 54Q: 3 clusters Score -6660098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53532 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -6660100.500000 Penalty: 5409.208496
	Iteration 55Q: 3 clusters Score -6660100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53534 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -6660102.500000 Penalty: 5409.208496
	Iteration 56Q: 3 clusters Score -6660102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53535 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -6660104.000000 Penalty: 5409.208496
	Iteration 57Q: 3 clusters Score -6660104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53535 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -6660104.000000 Penalty: 5409.208496
	Iteration 58F: 3 clusters Score -6660104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (22605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Entering Unmasked Estep 
Score: -2765602.000000 Penalty: 2486.429688
	Iteration 0F: 2 clusters Score -2765602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -2749783.250000 Penalty: 4972.859375
	Iteration 0F: 3 clusters Score -2749783 nChanged 10087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -2755331.500000 Penalty: 4972.859375
	Iteration 1F: 3 clusters Score -2755332 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -2755754.750000 Penalty: 4972.859375
	Iteration 2F: 3 clusters Score -2755755 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -2756106.750000 Penalty: 4972.859375
	Iteration 3Q: 3 clusters Score -2756107 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -2756430.750000 Penalty: 4972.859375
	Iteration 4Q: 3 clusters Score -2756431 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -2756791.750000 Penalty: 4972.859375
	Iteration 5Q: 3 clusters Score -2756792 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -2757257.500000 Penalty: 4972.859375
	Iteration 6Q: 3 clusters Score -2757258 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -2757821.000000 Penalty: 4972.859375
	Iteration 7Q: 3 clusters Score -2757821 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -2758425.250000 Penalty: 4972.859375
	Iteration 8F: 3 clusters Score -2758425 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -2758984.500000 Penalty: 4972.859375
	Iteration 9Q: 3 clusters Score -2758984 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -2759471.250000 Penalty: 4972.859375
	Iteration 10Q: 3 clusters Score -2759471 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -2759896.250000 Penalty: 4972.859375
	Iteration 11Q: 3 clusters Score -2759896 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -2760275.250000 Penalty: 4972.859375
	Iteration 12Q: 3 clusters Score -2760275 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -2760633.250000 Penalty: 4972.859375
	Iteration 13Q: 3 clusters Score -2760633 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -2760947.500000 Penalty: 4972.859375
	Iteration 14Q: 3 clusters Score -2760948 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -2761268.500000 Penalty: 4972.859375
	Iteration 15Q: 3 clusters Score -2761268 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -2761595.500000 Penalty: 4972.859375
	Iteration 16Q: 3 clusters Score -2761596 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -2761913.500000 Penalty: 4972.859375
	Iteration 17Q: 3 clusters Score -2761914 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -2762245.000000 Penalty: 4972.859375
	Iteration 18Q: 3 clusters Score -2762245 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -2762515.750000 Penalty: 4972.859375
	Iteration 19Q: 3 clusters Score -2762516 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -2762751.750000 Penalty: 4972.859375
	Iteration 20F: 3 clusters Score -2762752 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -2762935.000000 Penalty: 4972.859375
	Iteration 21Q: 3 clusters Score -2762935 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -2763088.250000 Penalty: 4972.859375
	Iteration 22Q: 3 clusters Score -2763088 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -2763173.000000 Penalty: 4972.859375
	Iteration 23Q: 3 clusters Score -2763173 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -2763244.250000 Penalty: 4972.859375
	Iteration 24Q: 3 clusters Score -2763244 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -2763291.250000 Penalty: 4972.859375
	Iteration 25Q: 3 clusters Score -2763291 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -2763311.750000 Penalty: 4972.859375
	Iteration 26Q: 3 clusters Score -2763312 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -2763338.000000 Penalty: 4972.859375
	Iteration 27Q: 3 clusters Score -2763338 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -2763353.250000 Penalty: 4972.859375
	Iteration 28Q: 3 clusters Score -2763353 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -2763367.250000 Penalty: 4972.859375
	Iteration 29Q: 3 clusters Score -2763367 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -2763391.500000 Penalty: 4972.859375
	Iteration 30Q: 3 clusters Score -2763392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -2763409.000000 Penalty: 4972.859375
	Iteration 31Q: 3 clusters Score -2763409 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -2763418.750000 Penalty: 4972.859375
	Iteration 32Q: 3 clusters Score -2763419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -2763428.250000 Penalty: 4972.859375
	Iteration 33Q: 3 clusters Score -2763428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -2763434.500000 Penalty: 4972.859375
	Iteration 34Q: 3 clusters Score -2763434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -2763436.000000 Penalty: 4972.859375
	Iteration 35Q: 3 clusters Score -2763436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -2763437.750000 Penalty: 4972.859375
	Iteration 36Q: 3 clusters Score -2763438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -2763441.750000 Penalty: 4972.859375
	Iteration 37Q: 3 clusters Score -2763442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -2763441.750000 Penalty: 4972.859375
	Iteration 38F: 3 clusters Score -2763442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -50412.847656 Penalty: 1522.691406
	Iteration 0F: 2 clusters Score -50412.85 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 240 members 
Entering Unmasked Estep 
Score: -48907.445312 Penalty: 3045.382812
	Iteration 0F: 3 clusters Score -48907.45 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -49046.148438 Penalty: 3045.382812
	Iteration 1F: 3 clusters Score -49046.15 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -49116.429688 Penalty: 3045.382812
	Iteration 2F: 3 clusters Score -49116.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -49168.000000 Penalty: 3045.382812
	Iteration 3Q: 3 clusters Score -49168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -49187.562500 Penalty: 3045.382812
	Iteration 4Q: 3 clusters Score -49187.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -49190.039062 Penalty: 3045.382812
	Iteration 5Q: 3 clusters Score -49190.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -49192.847656 Penalty: 3045.382812
	Iteration 6Q: 3 clusters Score -49192.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -49192.847656 Penalty: 3045.382812
	Iteration 7F: 3 clusters Score -49192.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (131299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131299 members 
Entering Unmasked Estep 
Score: -15970687.000000 Penalty: 2922.737793
	Iteration 0F: 2 clusters Score -1.597069e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65719 members 
Mstep: Class 2 contains 65580 members 
Entering Unmasked Estep 
Score: -15883276.000000 Penalty: 5845.475586
	Iteration 0F: 3 clusters Score -1.588328e+07 nChanged 62359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66538 members 
Mstep: Class 2 contains 64761 members 
Entering Unmasked Estep 
Score: -15919278.000000 Penalty: 5845.475586
	Iteration 1F: 3 clusters Score -1.591928e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66878 members 
Mstep: Class 2 contains 64421 members 
Entering Unmasked Estep 
Score: -15920125.000000 Penalty: 5845.475586
	Iteration 2Q: 3 clusters Score -1.592012e+07 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67542 members 
Mstep: Class 2 contains 63757 members 
Entering Unmasked Estep 
Score: -15921008.000000 Penalty: 5845.475586
	Iteration 3Q: 3 clusters Score -1.592101e+07 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68603 members 
Mstep: Class 2 contains 62696 members 
Entering Unmasked Estep 
Score: -15922019.000000 Penalty: 5845.475586
	Iteration 4Q: 3 clusters Score -1.592202e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70195 members 
Mstep: Class 2 contains 61104 members 
Entering Unmasked Estep 
Score: -15923085.000000 Penalty: 5845.475586
	Iteration 5Q: 3 clusters Score -1.592308e+07 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72483 members 
Mstep: Class 2 contains 58816 members 
Entering Unmasked Estep 
Score: -15924506.000000 Penalty: 5845.475586
	Iteration 6Q: 3 clusters Score -1.592451e+07 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75808 members 
Mstep: Class 2 contains 55491 members 
Entering Unmasked Estep 
Score: -15926526.000000 Penalty: 5845.475586
	Iteration 7Q: 3 clusters Score -1.592653e+07 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80441 members 
Mstep: Class 2 contains 50858 members 
Entering Unmasked Estep 
Score: -15929577.000000 Penalty: 5845.475586
	Iteration 8Q: 3 clusters Score -1.592958e+07 nChanged 7140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86551 members 
Mstep: Class 2 contains 44748 members 
Entering Unmasked Estep 
Score: -15933760.000000 Penalty: 5845.475586
	Iteration 9F: 3 clusters Score -1.593376e+07 nChanged 7897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93792 members 
Mstep: Class 2 contains 37507 members 
Entering Unmasked Estep 
Score: -15939154.000000 Penalty: 5845.475586
	Iteration 10F: 3 clusters Score -1.593915e+07 nChanged 8109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101517 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -15945225.000000 Penalty: 5845.475586
	Iteration 11F: 3 clusters Score -1.594522e+07 nChanged 7448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108745 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -15951216.000000 Penalty: 5845.475586
	Iteration 12F: 3 clusters Score -1.595122e+07 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114852 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -15956182.000000 Penalty: 5845.475586
	Iteration 13Q: 3 clusters Score -1.595618e+07 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119710 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -15960028.000000 Penalty: 5845.475586
	Iteration 14Q: 3 clusters Score -1.596003e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123240 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -15962721.000000 Penalty: 5845.475586
	Iteration 15Q: 3 clusters Score -1.596272e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125796 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -15964637.000000 Penalty: 5845.475586
	Iteration 16Q: 3 clusters Score -1.596464e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127546 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -15965851.000000 Penalty: 5845.475586
	Iteration 17Q: 3 clusters Score -1.596585e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128723 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -15966691.000000 Penalty: 5845.475586
	Iteration 18Q: 3 clusters Score -1.596669e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129437 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -15967170.000000 Penalty: 5845.475586
	Iteration 19Q: 3 clusters Score -1.596717e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129881 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -15967500.000000 Penalty: 5845.475586
	Iteration 20F: 3 clusters Score -1.59675e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130147 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -15967745.000000 Penalty: 5845.475586
	Iteration 21Q: 3 clusters Score -1.596774e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130307 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -15967896.000000 Penalty: 5845.475586
	Iteration 22Q: 3 clusters Score -1.59679e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130406 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -15968012.000000 Penalty: 5845.475586
	Iteration 23Q: 3 clusters Score -1.596801e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130483 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -15968080.000000 Penalty: 5845.475586
	Iteration 24Q: 3 clusters Score -1.596808e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130534 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -15968128.000000 Penalty: 5845.475586
	Iteration 25Q: 3 clusters Score -1.596813e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130567 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -15968180.000000 Penalty: 5845.475586
	Iteration 26Q: 3 clusters Score -1.596818e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130593 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -15968215.000000 Penalty: 5845.475586
	Iteration 27Q: 3 clusters Score -1.596822e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130612 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -15968225.000000 Penalty: 5845.475586
	Iteration 28Q: 3 clusters Score -1.596822e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130629 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -15968229.000000 Penalty: 5845.475586
	Iteration 29Q: 3 clusters Score -1.596823e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130639 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -15968248.000000 Penalty: 5845.475586
	Iteration 30Q: 3 clusters Score -1.596825e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130647 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -15968268.000000 Penalty: 5845.475586
	Iteration 31Q: 3 clusters Score -1.596827e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130661 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -15968273.000000 Penalty: 5845.475586
	Iteration 32Q: 3 clusters Score -1.596827e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130667 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -15968260.000000 Penalty: 5845.475586
	Iteration 33Q: 3 clusters Score -1.596826e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130672 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -15968275.000000 Penalty: 5845.475586
	Iteration 34Q: 3 clusters Score -1.596828e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130676 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -15968288.000000 Penalty: 5845.475586
	Iteration 35Q: 3 clusters Score -1.596829e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130680 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -15968295.000000 Penalty: 5845.475586
	Iteration 36Q: 3 clusters Score -1.59683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130682 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -15968299.000000 Penalty: 5845.475586
	Iteration 37Q: 3 clusters Score -1.59683e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130686 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -15968303.000000 Penalty: 5845.475586
	Iteration 38Q: 3 clusters Score -1.59683e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130691 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -15968300.000000 Penalty: 5845.475586
	Iteration 39Q: 3 clusters Score -1.59683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130692 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -15968312.000000 Penalty: 5845.475586
	Iteration 40F: 3 clusters Score -1.596831e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130692 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -15968311.000000 Penalty: 5845.475586
	Iteration 41Q: 3 clusters Score -1.596831e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130694 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -15968315.000000 Penalty: 5845.475586
	Iteration 42Q: 3 clusters Score -1.596832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130697 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -15968318.000000 Penalty: 5845.475586
	Iteration 43Q: 3 clusters Score -1.596832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130700 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -15968318.000000 Penalty: 5845.475586
	Iteration 44Q: 3 clusters Score -1.596832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130700 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -15968319.000000 Penalty: 5845.475586
	Iteration 45Q: 3 clusters Score -1.596832e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130700 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -15968319.000000 Penalty: 5845.475586
	Iteration 46F: 3 clusters Score -1.596832e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (230440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230440 members 
Entering Unmasked Estep 
Score: -28350492.000000 Penalty: 3062.240967
	Iteration 0F: 2 clusters Score -2.835049e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114907 members 
Mstep: Class 2 contains 115533 members 
Entering Unmasked Estep 
Score: -28202716.000000 Penalty: 6124.481934
	Iteration 0F: 3 clusters Score -2.820272e+07 nChanged 111383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111924 members 
Mstep: Class 2 contains 118516 members 
Entering Unmasked Estep 
Score: -28267744.000000 Penalty: 6124.481934
	Iteration 1F: 3 clusters Score -2.826774e+07 nChanged 6694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110984 members 
Mstep: Class 2 contains 119456 members 
Entering Unmasked Estep 
Score: -28269176.000000 Penalty: 6124.481934
	Iteration 2Q: 3 clusters Score -2.826918e+07 nChanged 7458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109914 members 
Mstep: Class 2 contains 120526 members 
Entering Unmasked Estep 
Score: -28271186.000000 Penalty: 6124.481934
	Iteration 3Q: 3 clusters Score -2.827119e+07 nChanged 8515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108265 members 
Mstep: Class 2 contains 122175 members 
Entering Unmasked Estep 
Score: -28274254.000000 Penalty: 6124.481934
	Iteration 4Q: 3 clusters Score -2.827425e+07 nChanged 9884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105751 members 
Mstep: Class 2 contains 124689 members 
Entering Unmasked Estep 
Score: -28278086.000000 Penalty: 6124.481934
	Iteration 5Q: 3 clusters Score -2.827809e+07 nChanged 10946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101997 members 
Mstep: Class 2 contains 128443 members 
Entering Unmasked Estep 
Score: -28283052.000000 Penalty: 6124.481934
	Iteration 6Q: 3 clusters Score -2.828305e+07 nChanged 11659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96394 members 
Mstep: Class 2 contains 134046 members 
Entering Unmasked Estep 
Score: -28288906.000000 Penalty: 6124.481934
	Iteration 7F: 3 clusters Score -2.828891e+07 nChanged 11721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88695 members 
Mstep: Class 2 contains 141745 members 
Entering Unmasked Estep 
Score: -28294916.000000 Penalty: 6124.481934
	Iteration 8F: 3 clusters Score -2.829492e+07 nChanged 11906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78819 members 
Mstep: Class 2 contains 151621 members 
Entering Unmasked Estep 
Score: -28301666.000000 Penalty: 6124.481934
	Iteration 9F: 3 clusters Score -2.830167e+07 nChanged 12577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66878 members 
Mstep: Class 2 contains 163562 members 
Entering Unmasked Estep 
Score: -28309558.000000 Penalty: 6124.481934
	Iteration 10F: 3 clusters Score -2.830956e+07 nChanged 13486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53524 members 
Mstep: Class 2 contains 176916 members 
Entering Unmasked Estep 
Score: -28318120.000000 Penalty: 6124.481934
	Iteration 11F: 3 clusters Score -2.831812e+07 nChanged 13704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39838 members 
Mstep: Class 2 contains 190602 members 
Entering Unmasked Estep 
Score: -28326636.000000 Penalty: 6124.481934
	Iteration 12F: 3 clusters Score -2.832664e+07 nChanged 12315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 202915 members 
Entering Unmasked Estep 
Score: -28333918.000000 Penalty: 6124.481934
	Iteration 13F: 3 clusters Score -2.833392e+07 nChanged 9585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 212496 members 
Entering Unmasked Estep 
Score: -28339120.000000 Penalty: 6124.481934
	Iteration 14Q: 3 clusters Score -2.833912e+07 nChanged 6586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 219080 members 
Entering Unmasked Estep 
Score: -28342704.000000 Penalty: 6124.481934
	Iteration 15Q: 3 clusters Score -2.83427e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 223407 members 
Entering Unmasked Estep 
Score: -28344826.000000 Penalty: 6124.481934
	Iteration 16Q: 3 clusters Score -2.834483e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 225895 members 
Entering Unmasked Estep 
Score: -28346106.000000 Penalty: 6124.481934
	Iteration 17Q: 3 clusters Score -2.834611e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 227326 members 
Entering Unmasked Estep 
Score: -28346696.000000 Penalty: 6124.481934
	Iteration 18Q: 3 clusters Score -2.83467e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 228081 members 
Entering Unmasked Estep 
Score: -28347184.000000 Penalty: 6124.481934
	Iteration 19Q: 3 clusters Score -2.834718e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 228517 members 
Entering Unmasked Estep 
Score: -28347382.000000 Penalty: 6124.481934
	Iteration 20F: 3 clusters Score -2.834738e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 228789 members 
Entering Unmasked Estep 
Score: -28347462.000000 Penalty: 6124.481934
	Iteration 21Q: 3 clusters Score -2.834746e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 228952 members 
Entering Unmasked Estep 
Score: -28347574.000000 Penalty: 6124.481934
	Iteration 22Q: 3 clusters Score -2.834757e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 229056 members 
Entering Unmasked Estep 
Score: -28347648.000000 Penalty: 6124.481934
	Iteration 23Q: 3 clusters Score -2.834765e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 229147 members 
Entering Unmasked Estep 
Score: -28347696.000000 Penalty: 6124.481934
	Iteration 24Q: 3 clusters Score -2.83477e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 229211 members 
Entering Unmasked Estep 
Score: -28347740.000000 Penalty: 6124.481934
	Iteration 25Q: 3 clusters Score -2.834774e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 229255 members 
Entering Unmasked Estep 
Score: -28347798.000000 Penalty: 6124.481934
	Iteration 26Q: 3 clusters Score -2.83478e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 229294 members 
Entering Unmasked Estep 
Score: -28347820.000000 Penalty: 6124.481934
	Iteration 27Q: 3 clusters Score -2.834782e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 229317 members 
Entering Unmasked Estep 
Score: -28347834.000000 Penalty: 6124.481934
	Iteration 28Q: 3 clusters Score -2.834783e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 229337 members 
Entering Unmasked Estep 
Score: -28347854.000000 Penalty: 6124.481934
	Iteration 29Q: 3 clusters Score -2.834785e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 229360 members 
Entering Unmasked Estep 
Score: -28347858.000000 Penalty: 6124.481934
	Iteration 30Q: 3 clusters Score -2.834786e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 229383 members 
Entering Unmasked Estep 
Score: -28347856.000000 Penalty: 6124.481934
	Iteration 31Q: 3 clusters Score -2.834786e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 229398 members 
Entering Unmasked Estep 
Score: -28347874.000000 Penalty: 6124.481934
	Iteration 32Q: 3 clusters Score -2.834787e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 229412 members 
Entering Unmasked Estep 
Score: -28347904.000000 Penalty: 6124.481934
	Iteration 33Q: 3 clusters Score -2.83479e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 229433 members 
Entering Unmasked Estep 
Score: -28347896.000000 Penalty: 6124.481934
	Iteration 34Q: 3 clusters Score -2.83479e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 229442 members 
Entering Unmasked Estep 
Score: -28347884.000000 Penalty: 6124.481934
	Iteration 35Q: 3 clusters Score -2.834788e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 229451 members 
Entering Unmasked Estep 
Score: -28347886.000000 Penalty: 6124.481934
	Iteration 36Q: 3 clusters Score -2.834789e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 229456 members 
Entering Unmasked Estep 
Score: -28347888.000000 Penalty: 6124.481934
	Iteration 37Q: 3 clusters Score -2.834789e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 229465 members 
Entering Unmasked Estep 
Score: -28347904.000000 Penalty: 6124.481934
	Iteration 38Q: 3 clusters Score -2.83479e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 229470 members 
Entering Unmasked Estep 
Score: -28347904.000000 Penalty: 6124.481934
	Iteration 39Q: 3 clusters Score -2.83479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 229471 members 
Entering Unmasked Estep 
Score: -28347916.000000 Penalty: 6124.481934
	Iteration 40F: 3 clusters Score -2.834792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 229470 members 
Entering Unmasked Estep 
Score: -28347918.000000 Penalty: 6124.481934
	Iteration 41Q: 3 clusters Score -2.834792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 229471 members 
Entering Unmasked Estep 
Score: -28347920.000000 Penalty: 6124.481934
	Iteration 42Q: 3 clusters Score -2.834792e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 229471 members 
Entering Unmasked Estep 
Score: -28347920.000000 Penalty: 6124.481934
	Iteration 43F: 3 clusters Score -2.834792e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (21574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Entering Unmasked Estep 
Score: -2537442.750000 Penalty: 2474.852539
	Iteration 0F: 2 clusters Score -2537443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -2522483.250000 Penalty: 4949.705078
	Iteration 0F: 3 clusters Score -2522483 nChanged 9510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -2527503.250000 Penalty: 4949.705078
	Iteration 1F: 3 clusters Score -2527503 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -2527979.250000 Penalty: 4949.705078
	Iteration 2F: 3 clusters Score -2527979 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -2528488.250000 Penalty: 4949.705078
	Iteration 3F: 3 clusters Score -2528488 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -2529059.750000 Penalty: 4949.705078
	Iteration 4F: 3 clusters Score -2529060 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -2529821.500000 Penalty: 4949.705078
	Iteration 5F: 3 clusters Score -2529822 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -2530814.250000 Penalty: 4949.705078
	Iteration 6F: 3 clusters Score -2530814 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -2532044.750000 Penalty: 4949.705078
	Iteration 7F: 3 clusters Score -2532045 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -2533201.500000 Penalty: 4949.705078
	Iteration 8F: 3 clusters Score -2533202 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -2534135.500000 Penalty: 4949.705078
	Iteration 9Q: 3 clusters Score -2534136 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -2534698.750000 Penalty: 4949.705078
	Iteration 10Q: 3 clusters Score -2534699 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -2534982.250000 Penalty: 4949.705078
	Iteration 11Q: 3 clusters Score -2534982 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -2535135.500000 Penalty: 4949.705078
	Iteration 12Q: 3 clusters Score -2535136 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -2535211.750000 Penalty: 4949.705078
	Iteration 13Q: 3 clusters Score -2535212 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -2535264.000000 Penalty: 4949.705078
	Iteration 14Q: 3 clusters Score -2535264 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -2535302.000000 Penalty: 4949.705078
	Iteration 15Q: 3 clusters Score -2535302 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -2535323.500000 Penalty: 4949.705078
	Iteration 16Q: 3 clusters Score -2535324 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -2535347.250000 Penalty: 4949.705078
	Iteration 17Q: 3 clusters Score -2535347 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -2535360.000000 Penalty: 4949.705078
	Iteration 18Q: 3 clusters Score -2535360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -2535368.000000 Penalty: 4949.705078
	Iteration 19Q: 3 clusters Score -2535368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -2535368.500000 Penalty: 4949.705078
	Iteration 20F: 3 clusters Score -2535368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -2535374.750000 Penalty: 4949.705078
	Iteration 21Q: 3 clusters Score -2535375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -2535381.750000 Penalty: 4949.705078
	Iteration 22Q: 3 clusters Score -2535382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -2535385.250000 Penalty: 4949.705078
	Iteration 23Q: 3 clusters Score -2535385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -2535385.250000 Penalty: 4949.705078
	Iteration 24F: 3 clusters Score -2535385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Entering Unmasked Estep 
Score: -115871.421875 Penalty: 1728.973877
	Iteration 0F: 2 clusters Score -115871.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -113889.179688 Penalty: 3457.947754
	Iteration 0F: 3 clusters Score -113889.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -114254.187500 Penalty: 3457.947754
	Iteration 1F: 3 clusters Score -114254.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -114421.234375 Penalty: 3457.947754
	Iteration 2F: 3 clusters Score -114421.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -114558.601562 Penalty: 3457.947754
	Iteration 3F: 3 clusters Score -114558.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -114681.125000 Penalty: 3457.947754
	Iteration 4Q: 3 clusters Score -114681.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -114804.453125 Penalty: 3457.947754
	Iteration 5Q: 3 clusters Score -114804.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -114894.328125 Penalty: 3457.947754
	Iteration 6F: 3 clusters Score -114894.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -114982.335938 Penalty: 3457.947754
	Iteration 7Q: 3 clusters Score -114982.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -115077.882812 Penalty: 3457.947754
	Iteration 8Q: 3 clusters Score -115077.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -115173.742188 Penalty: 3457.947754
	Iteration 9Q: 3 clusters Score -115173.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -115267.421875 Penalty: 3457.947754
	Iteration 10Q: 3 clusters Score -115267.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -115326.789062 Penalty: 3457.947754
	Iteration 11Q: 3 clusters Score -115326.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -115385.187500 Penalty: 3457.947754
	Iteration 12Q: 3 clusters Score -115385.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -115434.195312 Penalty: 3457.947754
	Iteration 13Q: 3 clusters Score -115434.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -115452.781250 Penalty: 3457.947754
	Iteration 14Q: 3 clusters Score -115452.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -115465.906250 Penalty: 3457.947754
	Iteration 15Q: 3 clusters Score -115465.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -115475.093750 Penalty: 3457.947754
	Iteration 16Q: 3 clusters Score -115475.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -115490.937500 Penalty: 3457.947754
	Iteration 17Q: 3 clusters Score -115490.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -115508.031250 Penalty: 3457.947754
	Iteration 18Q: 3 clusters Score -115508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -115531.890625 Penalty: 3457.947754
	Iteration 19Q: 3 clusters Score -115531.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -115566.492188 Penalty: 3457.947754
	Iteration 20F: 3 clusters Score -115566.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -115592.226562 Penalty: 3457.947754
	Iteration 21Q: 3 clusters Score -115592.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -115618.773438 Penalty: 3457.947754
	Iteration 22Q: 3 clusters Score -115618.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -115640.570312 Penalty: 3457.947754
	Iteration 23Q: 3 clusters Score -115640.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -115663.851562 Penalty: 3457.947754
	Iteration 24Q: 3 clusters Score -115663.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -115681.578125 Penalty: 3457.947754
	Iteration 25Q: 3 clusters Score -115681.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -115727.210938 Penalty: 3457.947754
	Iteration 26Q: 3 clusters Score -115727.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -115822.500000 Penalty: 3457.947754
	Iteration 27Q: 3 clusters Score -115822.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -115989.273438 Penalty: 3457.947754
	Iteration 28Q: 3 clusters Score -115989.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -116133.226562 Penalty: 3457.947754
	Iteration 29Q: 3 clusters Score -116133.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -116151.031250 Penalty: 3457.947754
	Iteration 30Q: 3 clusters Score -116151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -116152.859375 Penalty: 3457.947754
	Iteration 31Q: 3 clusters Score -116152.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -116152.859375 Penalty: 3457.947754
	Iteration 32F: 3 clusters Score -116152.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 8693 members 
Mstep: Class 3 contains 15692 members 
Mstep: Class 4 contains 182104 members 
Mstep: Class 5 contains 320697 members 
Mstep: Class 6 contains 8671 members 
Mstep: Class 7 contains 183699 members 
Mstep: Class 8 contains 16465 members 
Mstep: Class 9 contains 12028 members 
Mstep: Class 10 contains 14455 members 
Mstep: Class 11 contains 8034 members 
Mstep: Class 12 contains 19417 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 101661 members 
Mstep: Class 16 contains 188259 members 
Mstep: Class 17 contains 16508 members 
Mstep: Class 18 contains 83486 members 
Mstep: Class 19 contains 25432 members 
Mstep: Class 20 contains 111481 members 
Mstep: Class 21 contains 44159 members 
Mstep: Class 22 contains 52946 members 
Mstep: Class 23 contains 10499 members 
Mstep: Class 24 contains 29617 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12786 members 
Mstep: Class 27 contains 11085 members 
Mstep: Class 28 contains 5672 members 
Mstep: Class 29 contains 12273 members 
Mstep: Class 30 contains 3069 members 
Mstep: Class 31 contains 6496 members 
Mstep: Class 32 contains 10931 members 
Mstep: Class 33 contains 54484 members 
Mstep: Class 34 contains 22605 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131299 members 
Mstep: Class 37 contains 230440 members 
Mstep: Class 38 contains 21574 members 
Mstep: Class 39 contains 633 members 
Mstep: Class 40 contains 878 members 
Mstep: Class 41 contains 446 members 
Mstep: Class 42 contains 433 members 
Entering Unmasked Estep 
Score: -235497888.000000 Penalty: 151070.828125
Splitting cluster 39 changes total score from -235499328.000000 to -235497888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Entering Unmasked Estep 
Score: -89032.234375 Penalty: 1680.856323
	Iteration 0F: 2 clusters Score -89032.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -87249.351562 Penalty: 3361.712646
	Iteration 0F: 3 clusters Score -87249.35 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -87595.218750 Penalty: 3361.712646
	Iteration 1F: 3 clusters Score -87595.22 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -87719.515625 Penalty: 3361.712646
	Iteration 2F: 3 clusters Score -87719.52 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -87802.000000 Penalty: 3361.712646
	Iteration 3Q: 3 clusters Score -87802 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -87852.882812 Penalty: 3361.712646
	Iteration 4Q: 3 clusters Score -87852.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -87901.867188 Penalty: 3361.712646
	Iteration 5Q: 3 clusters Score -87901.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -87930.820312 Penalty: 3361.712646
	Iteration 6Q: 3 clusters Score -87930.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -87951.609375 Penalty: 3361.712646
	Iteration 7Q: 3 clusters Score -87951.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -87973.304688 Penalty: 3361.712646
	Iteration 8Q: 3 clusters Score -87973.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -87987.906250 Penalty: 3361.712646
	Iteration 9Q: 3 clusters Score -87987.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -87998.851562 Penalty: 3361.712646
	Iteration 10Q: 3 clusters Score -87998.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -88004.875000 Penalty: 3361.712646
	Iteration 11Q: 3 clusters Score -88004.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -88015.062500 Penalty: 3361.712646
	Iteration 12Q: 3 clusters Score -88015.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -88024.593750 Penalty: 3361.712646
	Iteration 13Q: 3 clusters Score -88024.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -88027.828125 Penalty: 3361.712646
	Iteration 14Q: 3 clusters Score -88027.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -88042.718750 Penalty: 3361.712646
	Iteration 15Q: 3 clusters Score -88042.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -88057.609375 Penalty: 3361.712646
	Iteration 16Q: 3 clusters Score -88057.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -88062.851562 Penalty: 3361.712646
	Iteration 17Q: 3 clusters Score -88062.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -88068.203125 Penalty: 3361.712646
	Iteration 18Q: 3 clusters Score -88068.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -88071.054688 Penalty: 3361.712646
	Iteration 19Q: 3 clusters Score -88071.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -88071.812500 Penalty: 3361.712646
	Iteration 20F: 3 clusters Score -88071.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -88074.156250 Penalty: 3361.712646
	Iteration 21Q: 3 clusters Score -88074.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -88074.156250 Penalty: 3361.712646
	Iteration 22F: 3 clusters Score -88074.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Entering Unmasked Estep 
Score: -48017.863281 Penalty: 1512.879150
	Iteration 0F: 2 clusters Score -48017.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -46526.218750 Penalty: 3025.758301
	Iteration 0F: 3 clusters Score -46526.22 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -46691.199219 Penalty: 3025.758301
	Iteration 1F: 3 clusters Score -46691.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -46778.488281 Penalty: 3025.758301
	Iteration 2Q: 3 clusters Score -46778.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -46812.898438 Penalty: 3025.758301
	Iteration 3Q: 3 clusters Score -46812.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -46824.960938 Penalty: 3025.758301
	Iteration 4Q: 3 clusters Score -46824.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -46828.464844 Penalty: 3025.758301
	Iteration 5Q: 3 clusters Score -46828.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -46836.160156 Penalty: 3025.758301
	Iteration 6Q: 3 clusters Score -46836.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -46842.769531 Penalty: 3025.758301
	Iteration 7Q: 3 clusters Score -46842.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -46844.519531 Penalty: 3025.758301
	Iteration 8Q: 3 clusters Score -46844.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -46845.894531 Penalty: 3025.758301
	Iteration 9Q: 3 clusters Score -46845.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -46848.390625 Penalty: 3025.758301
	Iteration 10Q: 3 clusters Score -46848.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -46848.390625 Penalty: 3025.758301
	Iteration 11F: 3 clusters Score -46848.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 8693 members 
Mstep: Class 3 contains 15692 members 
Mstep: Class 4 contains 182104 members 
Mstep: Class 5 contains 320697 members 
Mstep: Class 6 contains 8671 members 
Mstep: Class 7 contains 183699 members 
Mstep: Class 8 contains 16465 members 
Mstep: Class 9 contains 12028 members 
Mstep: Class 10 contains 14455 members 
Mstep: Class 11 contains 8034 members 
Mstep: Class 12 contains 19417 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 101661 members 
Mstep: Class 16 contains 188259 members 
Mstep: Class 17 contains 16508 members 
Mstep: Class 18 contains 83486 members 
Mstep: Class 19 contains 25432 members 
Mstep: Class 20 contains 111481 members 
Mstep: Class 21 contains 44159 members 
Mstep: Class 22 contains 52946 members 
Mstep: Class 23 contains 10499 members 
Mstep: Class 24 contains 29617 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12786 members 
Mstep: Class 27 contains 11085 members 
Mstep: Class 28 contains 5672 members 
Mstep: Class 29 contains 12273 members 
Mstep: Class 30 contains 3069 members 
Mstep: Class 31 contains 6496 members 
Mstep: Class 32 contains 10931 members 
Mstep: Class 33 contains 54484 members 
Mstep: Class 34 contains 22605 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131299 members 
Mstep: Class 37 contains 230440 members 
Mstep: Class 38 contains 21574 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 878 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499440.000000 Penalty: 147473.906250
Iteration 279Q: 42 clusters Score -2.354994e+08 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 8693 members 
Mstep: Class 3 contains 15691 members 
Mstep: Class 4 contains 182096 members 
Mstep: Class 5 contains 320713 members 
Mstep: Class 6 contains 8673 members 
Mstep: Class 7 contains 183527 members 
Mstep: Class 8 contains 16467 members 
Mstep: Class 9 contains 12036 members 
Mstep: Class 10 contains 14446 members 
Mstep: Class 11 contains 8034 members 
Mstep: Class 12 contains 19409 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3190 members 
Mstep: Class 15 contains 101657 members 
Mstep: Class 16 contains 188209 members 
Mstep: Class 17 contains 16512 members 
Mstep: Class 18 contains 83479 members 
Mstep: Class 19 contains 25429 members 
Mstep: Class 20 contains 111628 members 
Mstep: Class 21 contains 44154 members 
Mstep: Class 22 contains 52952 members 
Mstep: Class 23 contains 10503 members 
Mstep: Class 24 contains 29598 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12787 members 
Mstep: Class 27 contains 11086 members 
Mstep: Class 28 contains 5673 members 
Mstep: Class 29 contains 12271 members 
Mstep: Class 30 contains 3074 members 
Mstep: Class 31 contains 6495 members 
Mstep: Class 32 contains 10931 members 
Mstep: Class 33 contains 54479 members 
Mstep: Class 34 contains 22643 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131298 members 
Mstep: Class 37 contains 230501 members 
Mstep: Class 38 contains 21572 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 878 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499696.000000 Penalty: 147473.906250
Iteration 280F: 42 clusters Score -2.354997e+08 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 8692 members 
Mstep: Class 3 contains 15690 members 
Mstep: Class 4 contains 182082 members 
Mstep: Class 5 contains 320739 members 
Mstep: Class 6 contains 8671 members 
Mstep: Class 7 contains 183321 members 
Mstep: Class 8 contains 16466 members 
Mstep: Class 9 contains 12043 members 
Mstep: Class 10 contains 14442 members 
Mstep: Class 11 contains 8028 members 
Mstep: Class 12 contains 19398 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3191 members 
Mstep: Class 15 contains 101651 members 
Mstep: Class 16 contains 188159 members 
Mstep: Class 17 contains 16514 members 
Mstep: Class 18 contains 83481 members 
Mstep: Class 19 contains 25431 members 
Mstep: Class 20 contains 111762 members 
Mstep: Class 21 contains 44157 members 
Mstep: Class 22 contains 52957 members 
Mstep: Class 23 contains 10509 members 
Mstep: Class 24 contains 29579 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12788 members 
Mstep: Class 27 contains 11086 members 
Mstep: Class 28 contains 5670 members 
Mstep: Class 29 contains 12269 members 
Mstep: Class 30 contains 3082 members 
Mstep: Class 31 contains 6491 members 
Mstep: Class 32 contains 10932 members 
Mstep: Class 33 contains 54471 members 
Mstep: Class 34 contains 22689 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131301 members 
Mstep: Class 37 contains 230595 members 
Mstep: Class 38 contains 21569 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 878 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499904.000000 Penalty: 147473.906250
Iteration 281Q: 42 clusters Score -2.354999e+08 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 8691 members 
Mstep: Class 3 contains 15685 members 
Mstep: Class 4 contains 182076 members 
Mstep: Class 5 contains 320737 members 
Mstep: Class 6 contains 8668 members 
Mstep: Class 7 contains 183130 members 
Mstep: Class 8 contains 16465 members 
Mstep: Class 9 contains 12049 members 
Mstep: Class 10 contains 14436 members 
Mstep: Class 11 contains 8030 members 
Mstep: Class 12 contains 19397 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3192 members 
Mstep: Class 15 contains 101651 members 
Mstep: Class 16 contains 188124 members 
Mstep: Class 17 contains 16514 members 
Mstep: Class 18 contains 83478 members 
Mstep: Class 19 contains 25432 members 
Mstep: Class 20 contains 111898 members 
Mstep: Class 21 contains 44154 members 
Mstep: Class 22 contains 52956 members 
Mstep: Class 23 contains 10514 members 
Mstep: Class 24 contains 29567 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12791 members 
Mstep: Class 27 contains 11087 members 
Mstep: Class 28 contains 5671 members 
Mstep: Class 29 contains 12270 members 
Mstep: Class 30 contains 3087 members 
Mstep: Class 31 contains 6495 members 
Mstep: Class 32 contains 10935 members 
Mstep: Class 33 contains 54466 members 
Mstep: Class 34 contains 22715 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131298 members 
Mstep: Class 37 contains 230685 members 
Mstep: Class 38 contains 21561 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 878 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499440.000000 Penalty: 147473.906250
Iteration 282Q: 42 clusters Score -2.354994e+08 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 8692 members 
Mstep: Class 3 contains 15683 members 
Mstep: Class 4 contains 182096 members 
Mstep: Class 5 contains 320732 members 
Mstep: Class 6 contains 8665 members 
Mstep: Class 7 contains 182952 members 
Mstep: Class 8 contains 16464 members 
Mstep: Class 9 contains 12056 members 
Mstep: Class 10 contains 14437 members 
Mstep: Class 11 contains 8030 members 
Mstep: Class 12 contains 19395 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3192 members 
Mstep: Class 15 contains 101653 members 
Mstep: Class 16 contains 188075 members 
Mstep: Class 17 contains 16511 members 
Mstep: Class 18 contains 83487 members 
Mstep: Class 19 contains 25432 members 
Mstep: Class 20 contains 112026 members 
Mstep: Class 21 contains 44156 members 
Mstep: Class 22 contains 52961 members 
Mstep: Class 23 contains 10523 members 
Mstep: Class 24 contains 29553 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12794 members 
Mstep: Class 27 contains 11085 members 
Mstep: Class 28 contains 5672 members 
Mstep: Class 29 contains 12268 members 
Mstep: Class 30 contains 3091 members 
Mstep: Class 31 contains 6492 members 
Mstep: Class 32 contains 10938 members 
Mstep: Class 33 contains 54462 members 
Mstep: Class 34 contains 22748 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131293 members 
Mstep: Class 37 contains 230736 members 
Mstep: Class 38 contains 21555 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 878 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499552.000000 Penalty: 147473.906250
Iteration 283Q: 42 clusters Score -2.354996e+08 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 8694 members 
Mstep: Class 3 contains 15679 members 
Mstep: Class 4 contains 182114 members 
Mstep: Class 5 contains 320735 members 
Mstep: Class 6 contains 8665 members 
Mstep: Class 7 contains 182787 members 
Mstep: Class 8 contains 16459 members 
Mstep: Class 9 contains 12063 members 
Mstep: Class 10 contains 14434 members 
Mstep: Class 11 contains 8031 members 
Mstep: Class 12 contains 19394 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3191 members 
Mstep: Class 15 contains 101649 members 
Mstep: Class 16 contains 188049 members 
Mstep: Class 17 contains 16512 members 
Mstep: Class 18 contains 83482 members 
Mstep: Class 19 contains 25429 members 
Mstep: Class 20 contains 112184 members 
Mstep: Class 21 contains 44156 members 
Mstep: Class 22 contains 52962 members 
Mstep: Class 23 contains 10528 members 
Mstep: Class 24 contains 29536 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12799 members 
Mstep: Class 27 contains 11084 members 
Mstep: Class 28 contains 5673 members 
Mstep: Class 29 contains 12264 members 
Mstep: Class 30 contains 3094 members 
Mstep: Class 31 contains 6492 members 
Mstep: Class 32 contains 10940 members 
Mstep: Class 33 contains 54458 members 
Mstep: Class 34 contains 22780 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131289 members 
Mstep: Class 37 contains 230749 members 
Mstep: Class 38 contains 21549 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 878 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499552.000000 Penalty: 147473.906250
Iteration 284Q: 42 clusters Score -2.354996e+08 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 8695 members 
Mstep: Class 3 contains 15678 members 
Mstep: Class 4 contains 182107 members 
Mstep: Class 5 contains 320742 members 
Mstep: Class 6 contains 8663 members 
Mstep: Class 7 contains 182651 members 
Mstep: Class 8 contains 16455 members 
Mstep: Class 9 contains 12062 members 
Mstep: Class 10 contains 14430 members 
Mstep: Class 11 contains 8035 members 
Mstep: Class 12 contains 19385 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3190 members 
Mstep: Class 15 contains 101649 members 
Mstep: Class 16 contains 188022 members 
Mstep: Class 17 contains 16513 members 
Mstep: Class 18 contains 83478 members 
Mstep: Class 19 contains 25430 members 
Mstep: Class 20 contains 112339 members 
Mstep: Class 21 contains 44158 members 
Mstep: Class 22 contains 52967 members 
Mstep: Class 23 contains 10531 members 
Mstep: Class 24 contains 29519 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12797 members 
Mstep: Class 27 contains 11081 members 
Mstep: Class 28 contains 5674 members 
Mstep: Class 29 contains 12262 members 
Mstep: Class 30 contains 3098 members 
Mstep: Class 31 contains 6492 members 
Mstep: Class 32 contains 10939 members 
Mstep: Class 33 contains 54451 members 
Mstep: Class 34 contains 22817 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131294 members 
Mstep: Class 37 contains 230753 members 
Mstep: Class 38 contains 21545 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 878 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499472.000000 Penalty: 147473.906250
Iteration 285Q: 42 clusters Score -2.354995e+08 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 8694 members 
Mstep: Class 3 contains 15672 members 
Mstep: Class 4 contains 182101 members 
Mstep: Class 5 contains 320737 members 
Mstep: Class 6 contains 8663 members 
Mstep: Class 7 contains 182519 members 
Mstep: Class 8 contains 16456 members 
Mstep: Class 9 contains 12061 members 
Mstep: Class 10 contains 14427 members 
Mstep: Class 11 contains 8030 members 
Mstep: Class 12 contains 19375 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3190 members 
Mstep: Class 15 contains 101647 members 
Mstep: Class 16 contains 188005 members 
Mstep: Class 17 contains 16515 members 
Mstep: Class 18 contains 83478 members 
Mstep: Class 19 contains 25435 members 
Mstep: Class 20 contains 112516 members 
Mstep: Class 21 contains 44167 members 
Mstep: Class 22 contains 52979 members 
Mstep: Class 23 contains 10531 members 
Mstep: Class 24 contains 29513 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12794 members 
Mstep: Class 27 contains 11082 members 
Mstep: Class 28 contains 5675 members 
Mstep: Class 29 contains 12257 members 
Mstep: Class 30 contains 3101 members 
Mstep: Class 31 contains 6491 members 
Mstep: Class 32 contains 10941 members 
Mstep: Class 33 contains 54446 members 
Mstep: Class 34 contains 22853 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131292 members 
Mstep: Class 37 contains 230713 members 
Mstep: Class 38 contains 21545 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 878 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499760.000000 Penalty: 147473.906250
Iteration 286Q: 42 clusters Score -2.354998e+08 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 8692 members 
Mstep: Class 3 contains 15666 members 
Mstep: Class 4 contains 182098 members 
Mstep: Class 5 contains 320738 members 
Mstep: Class 6 contains 8663 members 
Mstep: Class 7 contains 182390 members 
Mstep: Class 8 contains 16448 members 
Mstep: Class 9 contains 12063 members 
Mstep: Class 10 contains 14426 members 
Mstep: Class 11 contains 8033 members 
Mstep: Class 12 contains 19369 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3192 members 
Mstep: Class 15 contains 101649 members 
Mstep: Class 16 contains 187967 members 
Mstep: Class 17 contains 16519 members 
Mstep: Class 18 contains 83481 members 
Mstep: Class 19 contains 25436 members 
Mstep: Class 20 contains 112698 members 
Mstep: Class 21 contains 44174 members 
Mstep: Class 22 contains 52977 members 
Mstep: Class 23 contains 10530 members 
Mstep: Class 24 contains 29511 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12792 members 
Mstep: Class 27 contains 11083 members 
Mstep: Class 28 contains 5675 members 
Mstep: Class 29 contains 12260 members 
Mstep: Class 30 contains 3101 members 
Mstep: Class 31 contains 6495 members 
Mstep: Class 32 contains 10944 members 
Mstep: Class 33 contains 54446 members 
Mstep: Class 34 contains 22882 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131292 members 
Mstep: Class 37 contains 230671 members 
Mstep: Class 38 contains 21542 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 878 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499840.000000 Penalty: 147473.906250
Iteration 287Q: 42 clusters Score -2.354998e+08 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 8692 members 
Mstep: Class 3 contains 15656 members 
Mstep: Class 4 contains 182081 members 
Mstep: Class 5 contains 320742 members 
Mstep: Class 6 contains 8660 members 
Mstep: Class 7 contains 182269 members 
Mstep: Class 8 contains 16449 members 
Mstep: Class 9 contains 12063 members 
Mstep: Class 10 contains 14428 members 
Mstep: Class 11 contains 8033 members 
Mstep: Class 12 contains 19370 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3195 members 
Mstep: Class 15 contains 101648 members 
Mstep: Class 16 contains 187910 members 
Mstep: Class 17 contains 16518 members 
Mstep: Class 18 contains 83480 members 
Mstep: Class 19 contains 25439 members 
Mstep: Class 20 contains 112895 members 
Mstep: Class 21 contains 44177 members 
Mstep: Class 22 contains 52980 members 
Mstep: Class 23 contains 10529 members 
Mstep: Class 24 contains 29509 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12791 members 
Mstep: Class 27 contains 11083 members 
Mstep: Class 28 contains 5674 members 
Mstep: Class 29 contains 12262 members 
Mstep: Class 30 contains 3103 members 
Mstep: Class 31 contains 6495 members 
Mstep: Class 32 contains 10944 members 
Mstep: Class 33 contains 54440 members 
Mstep: Class 34 contains 22912 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131288 members 
Mstep: Class 37 contains 230647 members 
Mstep: Class 38 contains 21542 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 878 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499808.000000 Penalty: 147473.906250
Iteration 288Q: 42 clusters Score -2.354998e+08 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 8692 members 
Mstep: Class 3 contains 15649 members 
Mstep: Class 4 contains 182077 members 
Mstep: Class 5 contains 320766 members 
Mstep: Class 6 contains 8657 members 
Mstep: Class 7 contains 182111 members 
Mstep: Class 8 contains 16449 members 
Mstep: Class 9 contains 12064 members 
Mstep: Class 10 contains 14431 members 
Mstep: Class 11 contains 8031 members 
Mstep: Class 12 contains 19356 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3195 members 
Mstep: Class 15 contains 101648 members 
Mstep: Class 16 contains 187876 members 
Mstep: Class 17 contains 16516 members 
Mstep: Class 18 contains 83482 members 
Mstep: Class 19 contains 25439 members 
Mstep: Class 20 contains 113059 members 
Mstep: Class 21 contains 44179 members 
Mstep: Class 22 contains 52985 members 
Mstep: Class 23 contains 10530 members 
Mstep: Class 24 contains 29504 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12789 members 
Mstep: Class 27 contains 11083 members 
Mstep: Class 28 contains 5673 members 
Mstep: Class 29 contains 12260 members 
Mstep: Class 30 contains 3105 members 
Mstep: Class 31 contains 6496 members 
Mstep: Class 32 contains 10944 members 
Mstep: Class 33 contains 54442 members 
Mstep: Class 34 contains 22940 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131292 members 
Mstep: Class 37 contains 230645 members 
Mstep: Class 38 contains 21542 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 878 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499984.000000 Penalty: 147473.906250
Iteration 289Q: 42 clusters Score -2.355e+08 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 8693 members 
Mstep: Class 3 contains 15641 members 
Mstep: Class 4 contains 182074 members 
Mstep: Class 5 contains 320774 members 
Mstep: Class 6 contains 8654 members 
Mstep: Class 7 contains 181925 members 
Mstep: Class 8 contains 16450 members 
Mstep: Class 9 contains 12067 members 
Mstep: Class 10 contains 14432 members 
Mstep: Class 11 contains 8024 members 
Mstep: Class 12 contains 19340 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3196 members 
Mstep: Class 15 contains 101654 members 
Mstep: Class 16 contains 187837 members 
Mstep: Class 17 contains 16519 members 
Mstep: Class 18 contains 83483 members 
Mstep: Class 19 contains 25441 members 
Mstep: Class 20 contains 113201 members 
Mstep: Class 21 contains 44183 members 
Mstep: Class 22 contains 52973 members 
Mstep: Class 23 contains 10532 members 
Mstep: Class 24 contains 29496 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12788 members 
Mstep: Class 27 contains 11083 members 
Mstep: Class 28 contains 5671 members 
Mstep: Class 29 contains 12257 members 
Mstep: Class 30 contains 3111 members 
Mstep: Class 31 contains 6500 members 
Mstep: Class 32 contains 10946 members 
Mstep: Class 33 contains 54444 members 
Mstep: Class 34 contains 22967 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131291 members 
Mstep: Class 37 contains 230719 members 
Mstep: Class 38 contains 21543 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 878 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499952.000000 Penalty: 147473.906250
Iteration 290Q: 42 clusters Score -2.355e+08 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 8692 members 
Mstep: Class 3 contains 15635 members 
Mstep: Class 4 contains 182060 members 
Mstep: Class 5 contains 320790 members 
Mstep: Class 6 contains 8655 members 
Mstep: Class 7 contains 181732 members 
Mstep: Class 8 contains 16453 members 
Mstep: Class 9 contains 12068 members 
Mstep: Class 10 contains 14432 members 
Mstep: Class 11 contains 8019 members 
Mstep: Class 12 contains 19334 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3198 members 
Mstep: Class 15 contains 101652 members 
Mstep: Class 16 contains 187796 members 
Mstep: Class 17 contains 16522 members 
Mstep: Class 18 contains 83484 members 
Mstep: Class 19 contains 25443 members 
Mstep: Class 20 contains 113330 members 
Mstep: Class 21 contains 44186 members 
Mstep: Class 22 contains 52978 members 
Mstep: Class 23 contains 10535 members 
Mstep: Class 24 contains 29489 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12785 members 
Mstep: Class 27 contains 11083 members 
Mstep: Class 28 contains 5670 members 
Mstep: Class 29 contains 12256 members 
Mstep: Class 30 contains 3116 members 
Mstep: Class 31 contains 6501 members 
Mstep: Class 32 contains 10950 members 
Mstep: Class 33 contains 54444 members 
Mstep: Class 34 contains 22993 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131291 members 
Mstep: Class 37 contains 230795 members 
Mstep: Class 38 contains 21543 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 878 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499728.000000 Penalty: 147473.906250
Iteration 291Q: 42 clusters Score -2.354997e+08 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 8692 members 
Mstep: Class 3 contains 15630 members 
Mstep: Class 4 contains 182054 members 
Mstep: Class 5 contains 320801 members 
Mstep: Class 6 contains 8654 members 
Mstep: Class 7 contains 181522 members 
Mstep: Class 8 contains 16455 members 
Mstep: Class 9 contains 12067 members 
Mstep: Class 10 contains 14432 members 
Mstep: Class 11 contains 8015 members 
Mstep: Class 12 contains 19330 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3199 members 
Mstep: Class 15 contains 101653 members 
Mstep: Class 16 contains 187756 members 
Mstep: Class 17 contains 16524 members 
Mstep: Class 18 contains 83486 members 
Mstep: Class 19 contains 25444 members 
Mstep: Class 20 contains 113425 members 
Mstep: Class 21 contains 44191 members 
Mstep: Class 22 contains 52983 members 
Mstep: Class 23 contains 10540 members 
Mstep: Class 24 contains 29483 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12786 members 
Mstep: Class 27 contains 11082 members 
Mstep: Class 28 contains 5666 members 
Mstep: Class 29 contains 12260 members 
Mstep: Class 30 contains 3122 members 
Mstep: Class 31 contains 6499 members 
Mstep: Class 32 contains 10951 members 
Mstep: Class 33 contains 54447 members 
Mstep: Class 34 contains 23023 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131288 members 
Mstep: Class 37 contains 230909 members 
Mstep: Class 38 contains 21542 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 878 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499312.000000 Penalty: 147473.906250
Iteration 292Q: 42 clusters Score -2.354993e+08 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 8690 members 
Mstep: Class 3 contains 15628 members 
Mstep: Class 4 contains 182015 members 
Mstep: Class 5 contains 320809 members 
Mstep: Class 6 contains 8654 members 
Mstep: Class 7 contains 181323 members 
Mstep: Class 8 contains 16452 members 
Mstep: Class 9 contains 12068 members 
Mstep: Class 10 contains 14434 members 
Mstep: Class 11 contains 8013 members 
Mstep: Class 12 contains 19327 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3198 members 
Mstep: Class 15 contains 101657 members 
Mstep: Class 16 contains 187739 members 
Mstep: Class 17 contains 16531 members 
Mstep: Class 18 contains 83485 members 
Mstep: Class 19 contains 25445 members 
Mstep: Class 20 contains 113529 members 
Mstep: Class 21 contains 44190 members 
Mstep: Class 22 contains 52990 members 
Mstep: Class 23 contains 10545 members 
Mstep: Class 24 contains 29480 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12787 members 
Mstep: Class 27 contains 11079 members 
Mstep: Class 28 contains 5666 members 
Mstep: Class 29 contains 12262 members 
Mstep: Class 30 contains 3128 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 10953 members 
Mstep: Class 33 contains 54450 members 
Mstep: Class 34 contains 23050 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131285 members 
Mstep: Class 37 contains 231010 members 
Mstep: Class 38 contains 21540 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 878 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499040.000000 Penalty: 147473.906250
Iteration 293Q: 42 clusters Score -2.35499e+08 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 8690 members 
Mstep: Class 3 contains 15628 members 
Mstep: Class 4 contains 181994 members 
Mstep: Class 5 contains 320830 members 
Mstep: Class 6 contains 8656 members 
Mstep: Class 7 contains 181091 members 
Mstep: Class 8 contains 16451 members 
Mstep: Class 9 contains 12071 members 
Mstep: Class 10 contains 14438 members 
Mstep: Class 11 contains 8010 members 
Mstep: Class 12 contains 19318 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3199 members 
Mstep: Class 15 contains 101654 members 
Mstep: Class 16 contains 187712 members 
Mstep: Class 17 contains 16531 members 
Mstep: Class 18 contains 83484 members 
Mstep: Class 19 contains 25448 members 
Mstep: Class 20 contains 113613 members 
Mstep: Class 21 contains 44193 members 
Mstep: Class 22 contains 52996 members 
Mstep: Class 23 contains 10546 members 
Mstep: Class 24 contains 29471 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12788 members 
Mstep: Class 27 contains 11079 members 
Mstep: Class 28 contains 5667 members 
Mstep: Class 29 contains 12264 members 
Mstep: Class 30 contains 3136 members 
Mstep: Class 31 contains 6500 members 
Mstep: Class 32 contains 10955 members 
Mstep: Class 33 contains 54445 members 
Mstep: Class 34 contains 23073 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131279 members 
Mstep: Class 37 contains 231162 members 
Mstep: Class 38 contains 21540 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 878 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235498928.000000 Penalty: 147473.906250
Iteration 294Q: 42 clusters Score -2.354989e+08 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 8689 members 
Mstep: Class 3 contains 15627 members 
Mstep: Class 4 contains 181993 members 
Mstep: Class 5 contains 320845 members 
Mstep: Class 6 contains 8655 members 
Mstep: Class 7 contains 180832 members 
Mstep: Class 8 contains 16455 members 
Mstep: Class 9 contains 12073 members 
Mstep: Class 10 contains 14443 members 
Mstep: Class 11 contains 8007 members 
Mstep: Class 12 contains 19315 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3201 members 
Mstep: Class 15 contains 101655 members 
Mstep: Class 16 contains 187680 members 
Mstep: Class 17 contains 16534 members 
Mstep: Class 18 contains 83486 members 
Mstep: Class 19 contains 25450 members 
Mstep: Class 20 contains 113689 members 
Mstep: Class 21 contains 44193 members 
Mstep: Class 22 contains 52993 members 
Mstep: Class 23 contains 10544 members 
Mstep: Class 24 contains 29458 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12791 members 
Mstep: Class 27 contains 11079 members 
Mstep: Class 28 contains 5667 members 
Mstep: Class 29 contains 12266 members 
Mstep: Class 30 contains 3140 members 
Mstep: Class 31 contains 6499 members 
Mstep: Class 32 contains 10955 members 
Mstep: Class 33 contains 54443 members 
Mstep: Class 34 contains 23100 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131275 members 
Mstep: Class 37 contains 231338 members 
Mstep: Class 38 contains 21542 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 878 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235498896.000000 Penalty: 147473.906250
Iteration 295Q: 42 clusters Score -2.354989e+08 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 8688 members 
Mstep: Class 3 contains 15628 members 
Mstep: Class 4 contains 181993 members 
Mstep: Class 5 contains 320852 members 
Mstep: Class 6 contains 8654 members 
Mstep: Class 7 contains 180564 members 
Mstep: Class 8 contains 16454 members 
Mstep: Class 9 contains 12079 members 
Mstep: Class 10 contains 14441 members 
Mstep: Class 11 contains 8004 members 
Mstep: Class 12 contains 19313 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3204 members 
Mstep: Class 15 contains 101658 members 
Mstep: Class 16 contains 187645 members 
Mstep: Class 17 contains 16536 members 
Mstep: Class 18 contains 83485 members 
Mstep: Class 19 contains 25453 members 
Mstep: Class 20 contains 113763 members 
Mstep: Class 21 contains 44198 members 
Mstep: Class 22 contains 52993 members 
Mstep: Class 23 contains 10545 members 
Mstep: Class 24 contains 29446 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12795 members 
Mstep: Class 27 contains 11079 members 
Mstep: Class 28 contains 5666 members 
Mstep: Class 29 contains 12268 members 
Mstep: Class 30 contains 3147 members 
Mstep: Class 31 contains 6500 members 
Mstep: Class 32 contains 10955 members 
Mstep: Class 33 contains 54444 members 
Mstep: Class 34 contains 23110 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131267 members 
Mstep: Class 37 contains 231544 members 
Mstep: Class 38 contains 21541 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 878 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499184.000000 Penalty: 147473.906250
Iteration 296Q: 42 clusters Score -2.354992e+08 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 8689 members 
Mstep: Class 3 contains 15624 members 
Mstep: Class 4 contains 181979 members 
Mstep: Class 5 contains 320869 members 
Mstep: Class 6 contains 8655 members 
Mstep: Class 7 contains 180319 members 
Mstep: Class 8 contains 16454 members 
Mstep: Class 9 contains 12082 members 
Mstep: Class 10 contains 14448 members 
Mstep: Class 11 contains 8003 members 
Mstep: Class 12 contains 19310 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3204 members 
Mstep: Class 15 contains 101664 members 
Mstep: Class 16 contains 187600 members 
Mstep: Class 17 contains 16537 members 
Mstep: Class 18 contains 83486 members 
Mstep: Class 19 contains 25453 members 
Mstep: Class 20 contains 113851 members 
Mstep: Class 21 contains 44211 members 
Mstep: Class 22 contains 52998 members 
Mstep: Class 23 contains 10551 members 
Mstep: Class 24 contains 29433 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12798 members 
Mstep: Class 27 contains 11079 members 
Mstep: Class 28 contains 5666 members 
Mstep: Class 29 contains 12270 members 
Mstep: Class 30 contains 3148 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 10952 members 
Mstep: Class 33 contains 54446 members 
Mstep: Class 34 contains 23116 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131256 members 
Mstep: Class 37 contains 231718 members 
Mstep: Class 38 contains 21542 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 878 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499040.000000 Penalty: 147473.906250
Iteration 297Q: 42 clusters Score -2.35499e+08 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 8691 members 
Mstep: Class 3 contains 15621 members 
Mstep: Class 4 contains 181942 members 
Mstep: Class 5 contains 320880 members 
Mstep: Class 6 contains 8655 members 
Mstep: Class 7 contains 180144 members 
Mstep: Class 8 contains 16454 members 
Mstep: Class 9 contains 12085 members 
Mstep: Class 10 contains 14453 members 
Mstep: Class 11 contains 8002 members 
Mstep: Class 12 contains 19310 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3209 members 
Mstep: Class 15 contains 101671 members 
Mstep: Class 16 contains 187578 members 
Mstep: Class 17 contains 16538 members 
Mstep: Class 18 contains 83480 members 
Mstep: Class 19 contains 25455 members 
Mstep: Class 20 contains 113934 members 
Mstep: Class 21 contains 44216 members 
Mstep: Class 22 contains 53003 members 
Mstep: Class 23 contains 10555 members 
Mstep: Class 24 contains 29422 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12799 members 
Mstep: Class 27 contains 11079 members 
Mstep: Class 28 contains 5666 members 
Mstep: Class 29 contains 12268 members 
Mstep: Class 30 contains 3149 members 
Mstep: Class 31 contains 6501 members 
Mstep: Class 32 contains 10949 members 
Mstep: Class 33 contains 54444 members 
Mstep: Class 34 contains 23134 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131248 members 
Mstep: Class 37 contains 231840 members 
Mstep: Class 38 contains 21540 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 877 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499024.000000 Penalty: 147473.906250
Iteration 298Q: 42 clusters Score -2.35499e+08 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 8693 members 
Mstep: Class 3 contains 15621 members 
Mstep: Class 4 contains 181910 members 
Mstep: Class 5 contains 320899 members 
Mstep: Class 6 contains 8655 members 
Mstep: Class 7 contains 179920 members 
Mstep: Class 8 contains 16456 members 
Mstep: Class 9 contains 12087 members 
Mstep: Class 10 contains 14454 members 
Mstep: Class 11 contains 8001 members 
Mstep: Class 12 contains 19313 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3210 members 
Mstep: Class 15 contains 101678 members 
Mstep: Class 16 contains 187566 members 
Mstep: Class 17 contains 16541 members 
Mstep: Class 18 contains 83480 members 
Mstep: Class 19 contains 25460 members 
Mstep: Class 20 contains 113995 members 
Mstep: Class 21 contains 44222 members 
Mstep: Class 22 contains 53006 members 
Mstep: Class 23 contains 10561 members 
Mstep: Class 24 contains 29417 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12802 members 
Mstep: Class 27 contains 11079 members 
Mstep: Class 28 contains 5665 members 
Mstep: Class 29 contains 12271 members 
Mstep: Class 30 contains 3149 members 
Mstep: Class 31 contains 6500 members 
Mstep: Class 32 contains 10950 members 
Mstep: Class 33 contains 54448 members 
Mstep: Class 34 contains 23144 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131241 members 
Mstep: Class 37 contains 231981 members 
Mstep: Class 38 contains 21539 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 877 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235498480.000000 Penalty: 147473.906250
Iteration 299Q: 42 clusters Score -2.354985e+08 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 8694 members 
Mstep: Class 3 contains 15617 members 
Mstep: Class 4 contains 181877 members 
Mstep: Class 5 contains 320916 members 
Mstep: Class 6 contains 8655 members 
Mstep: Class 7 contains 179736 members 
Mstep: Class 8 contains 16456 members 
Mstep: Class 9 contains 12092 members 
Mstep: Class 10 contains 14452 members 
Mstep: Class 11 contains 7997 members 
Mstep: Class 12 contains 19310 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3210 members 
Mstep: Class 15 contains 101685 members 
Mstep: Class 16 contains 187542 members 
Mstep: Class 17 contains 16537 members 
Mstep: Class 18 contains 83483 members 
Mstep: Class 19 contains 25464 members 
Mstep: Class 20 contains 114078 members 
Mstep: Class 21 contains 44225 members 
Mstep: Class 22 contains 53013 members 
Mstep: Class 23 contains 10564 members 
Mstep: Class 24 contains 29415 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12806 members 
Mstep: Class 27 contains 11080 members 
Mstep: Class 28 contains 5666 members 
Mstep: Class 29 contains 12276 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 6496 members 
Mstep: Class 32 contains 10948 members 
Mstep: Class 33 contains 54445 members 
Mstep: Class 34 contains 23155 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131235 members 
Mstep: Class 37 contains 232097 members 
Mstep: Class 38 contains 21539 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 878 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235498544.000000 Penalty: 147473.906250
Iteration 300F: 42 clusters Score -2.354985e+08 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 8694 members 
Mstep: Class 3 contains 15616 members 
Mstep: Class 4 contains 181860 members 
Mstep: Class 5 contains 320934 members 
Mstep: Class 6 contains 8657 members 
Mstep: Class 7 contains 179516 members 
Mstep: Class 8 contains 16456 members 
Mstep: Class 9 contains 12098 members 
Mstep: Class 10 contains 14454 members 
Mstep: Class 11 contains 7992 members 
Mstep: Class 12 contains 19312 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3210 members 
Mstep: Class 15 contains 101688 members 
Mstep: Class 16 contains 187529 members 
Mstep: Class 17 contains 16537 members 
Mstep: Class 18 contains 83483 members 
Mstep: Class 19 contains 25467 members 
Mstep: Class 20 contains 114138 members 
Mstep: Class 21 contains 44223 members 
Mstep: Class 22 contains 53029 members 
Mstep: Class 23 contains 10566 members 
Mstep: Class 24 contains 29412 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12811 members 
Mstep: Class 27 contains 11080 members 
Mstep: Class 28 contains 5664 members 
Mstep: Class 29 contains 12277 members 
Mstep: Class 30 contains 3160 members 
Mstep: Class 31 contains 6490 members 
Mstep: Class 32 contains 10946 members 
Mstep: Class 33 contains 54445 members 
Mstep: Class 34 contains 23161 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131234 members 
Mstep: Class 37 contains 232243 members 
Mstep: Class 38 contains 21537 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 879 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235498656.000000 Penalty: 147473.906250
Iteration 301Q: 42 clusters Score -2.354987e+08 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 8693 members 
Mstep: Class 3 contains 15615 members 
Mstep: Class 4 contains 181846 members 
Mstep: Class 5 contains 320935 members 
Mstep: Class 6 contains 8657 members 
Mstep: Class 7 contains 179304 members 
Mstep: Class 8 contains 16458 members 
Mstep: Class 9 contains 12104 members 
Mstep: Class 10 contains 14459 members 
Mstep: Class 11 contains 7986 members 
Mstep: Class 12 contains 19317 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3211 members 
Mstep: Class 15 contains 101690 members 
Mstep: Class 16 contains 187505 members 
Mstep: Class 17 contains 16538 members 
Mstep: Class 18 contains 83483 members 
Mstep: Class 19 contains 25469 members 
Mstep: Class 20 contains 114189 members 
Mstep: Class 21 contains 44216 members 
Mstep: Class 22 contains 53033 members 
Mstep: Class 23 contains 10567 members 
Mstep: Class 24 contains 29416 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12812 members 
Mstep: Class 27 contains 11081 members 
Mstep: Class 28 contains 5664 members 
Mstep: Class 29 contains 12275 members 
Mstep: Class 30 contains 3164 members 
Mstep: Class 31 contains 6488 members 
Mstep: Class 32 contains 10951 members 
Mstep: Class 33 contains 54443 members 
Mstep: Class 34 contains 23174 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131229 members 
Mstep: Class 37 contains 232409 members 
Mstep: Class 38 contains 21537 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 879 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235498912.000000 Penalty: 147473.906250
Iteration 302Q: 42 clusters Score -2.354989e+08 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 8694 members 
Mstep: Class 3 contains 15615 members 
Mstep: Class 4 contains 181831 members 
Mstep: Class 5 contains 320946 members 
Mstep: Class 6 contains 8657 members 
Mstep: Class 7 contains 179120 members 
Mstep: Class 8 contains 16459 members 
Mstep: Class 9 contains 12109 members 
Mstep: Class 10 contains 14461 members 
Mstep: Class 11 contains 7982 members 
Mstep: Class 12 contains 19318 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3214 members 
Mstep: Class 15 contains 101693 members 
Mstep: Class 16 contains 187460 members 
Mstep: Class 17 contains 16542 members 
Mstep: Class 18 contains 83475 members 
Mstep: Class 19 contains 25468 members 
Mstep: Class 20 contains 114228 members 
Mstep: Class 21 contains 44221 members 
Mstep: Class 22 contains 53039 members 
Mstep: Class 23 contains 10569 members 
Mstep: Class 24 contains 29416 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12813 members 
Mstep: Class 27 contains 11079 members 
Mstep: Class 28 contains 5666 members 
Mstep: Class 29 contains 12275 members 
Mstep: Class 30 contains 3169 members 
Mstep: Class 31 contains 6489 members 
Mstep: Class 32 contains 10952 members 
Mstep: Class 33 contains 54445 members 
Mstep: Class 34 contains 23182 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131227 members 
Mstep: Class 37 contains 232568 members 
Mstep: Class 38 contains 21538 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 879 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499120.000000 Penalty: 147473.906250
Iteration 303Q: 42 clusters Score -2.354991e+08 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 8691 members 
Mstep: Class 3 contains 15616 members 
Mstep: Class 4 contains 181811 members 
Mstep: Class 5 contains 320951 members 
Mstep: Class 6 contains 8654 members 
Mstep: Class 7 contains 179006 members 
Mstep: Class 8 contains 16460 members 
Mstep: Class 9 contains 12109 members 
Mstep: Class 10 contains 14467 members 
Mstep: Class 11 contains 7978 members 
Mstep: Class 12 contains 19318 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3217 members 
Mstep: Class 15 contains 101693 members 
Mstep: Class 16 contains 187412 members 
Mstep: Class 17 contains 16544 members 
Mstep: Class 18 contains 83470 members 
Mstep: Class 19 contains 25469 members 
Mstep: Class 20 contains 114248 members 
Mstep: Class 21 contains 44225 members 
Mstep: Class 22 contains 53035 members 
Mstep: Class 23 contains 10568 members 
Mstep: Class 24 contains 29415 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12816 members 
Mstep: Class 27 contains 11079 members 
Mstep: Class 28 contains 5664 members 
Mstep: Class 29 contains 12272 members 
Mstep: Class 30 contains 3175 members 
Mstep: Class 31 contains 6488 members 
Mstep: Class 32 contains 10952 members 
Mstep: Class 33 contains 54449 members 
Mstep: Class 34 contains 23198 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131219 members 
Mstep: Class 37 contains 232710 members 
Mstep: Class 38 contains 21539 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 879 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499136.000000 Penalty: 147473.906250
Iteration 304Q: 42 clusters Score -2.354991e+08 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 8690 members 
Mstep: Class 3 contains 15616 members 
Mstep: Class 4 contains 181792 members 
Mstep: Class 5 contains 320959 members 
Mstep: Class 6 contains 8655 members 
Mstep: Class 7 contains 178926 members 
Mstep: Class 8 contains 16458 members 
Mstep: Class 9 contains 12110 members 
Mstep: Class 10 contains 14470 members 
Mstep: Class 11 contains 7978 members 
Mstep: Class 12 contains 19319 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3216 members 
Mstep: Class 15 contains 101694 members 
Mstep: Class 16 contains 187368 members 
Mstep: Class 17 contains 16546 members 
Mstep: Class 18 contains 83469 members 
Mstep: Class 19 contains 25471 members 
Mstep: Class 20 contains 114264 members 
Mstep: Class 21 contains 44224 members 
Mstep: Class 22 contains 53036 members 
Mstep: Class 23 contains 10569 members 
Mstep: Class 24 contains 29419 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12817 members 
Mstep: Class 27 contains 11081 members 
Mstep: Class 28 contains 5664 members 
Mstep: Class 29 contains 12270 members 
Mstep: Class 30 contains 3178 members 
Mstep: Class 31 contains 6484 members 
Mstep: Class 32 contains 10951 members 
Mstep: Class 33 contains 54453 members 
Mstep: Class 34 contains 23216 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131210 members 
Mstep: Class 37 contains 232808 members 
Mstep: Class 38 contains 21536 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 880 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235498976.000000 Penalty: 147473.906250
Iteration 305Q: 42 clusters Score -2.35499e+08 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 8688 members 
Mstep: Class 3 contains 15615 members 
Mstep: Class 4 contains 181761 members 
Mstep: Class 5 contains 320957 members 
Mstep: Class 6 contains 8652 members 
Mstep: Class 7 contains 178920 members 
Mstep: Class 8 contains 16455 members 
Mstep: Class 9 contains 12113 members 
Mstep: Class 10 contains 14467 members 
Mstep: Class 11 contains 7977 members 
Mstep: Class 12 contains 19318 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3217 members 
Mstep: Class 15 contains 101691 members 
Mstep: Class 16 contains 187329 members 
Mstep: Class 17 contains 16543 members 
Mstep: Class 18 contains 83473 members 
Mstep: Class 19 contains 25477 members 
Mstep: Class 20 contains 114264 members 
Mstep: Class 21 contains 44220 members 
Mstep: Class 22 contains 53036 members 
Mstep: Class 23 contains 10569 members 
Mstep: Class 24 contains 29414 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12818 members 
Mstep: Class 27 contains 11081 members 
Mstep: Class 28 contains 5665 members 
Mstep: Class 29 contains 12269 members 
Mstep: Class 30 contains 3182 members 
Mstep: Class 31 contains 6483 members 
Mstep: Class 32 contains 10948 members 
Mstep: Class 33 contains 54451 members 
Mstep: Class 34 contains 23233 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131208 members 
Mstep: Class 37 contains 232885 members 
Mstep: Class 38 contains 21538 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 881 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499120.000000 Penalty: 147473.906250
Iteration 306Q: 42 clusters Score -2.354991e+08 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 8689 members 
Mstep: Class 3 contains 15614 members 
Mstep: Class 4 contains 181758 members 
Mstep: Class 5 contains 320947 members 
Mstep: Class 6 contains 8651 members 
Mstep: Class 7 contains 178922 members 
Mstep: Class 8 contains 16453 members 
Mstep: Class 9 contains 12118 members 
Mstep: Class 10 contains 14472 members 
Mstep: Class 11 contains 7976 members 
Mstep: Class 12 contains 19318 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3218 members 
Mstep: Class 15 contains 101694 members 
Mstep: Class 16 contains 187311 members 
Mstep: Class 17 contains 16539 members 
Mstep: Class 18 contains 83468 members 
Mstep: Class 19 contains 25478 members 
Mstep: Class 20 contains 114272 members 
Mstep: Class 21 contains 44214 members 
Mstep: Class 22 contains 53028 members 
Mstep: Class 23 contains 10573 members 
Mstep: Class 24 contains 29406 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12821 members 
Mstep: Class 27 contains 11082 members 
Mstep: Class 28 contains 5666 members 
Mstep: Class 29 contains 12270 members 
Mstep: Class 30 contains 3182 members 
Mstep: Class 31 contains 6477 members 
Mstep: Class 32 contains 10943 members 
Mstep: Class 33 contains 54448 members 
Mstep: Class 34 contains 23248 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131207 members 
Mstep: Class 37 contains 232924 members 
Mstep: Class 38 contains 21532 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 881 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499328.000000 Penalty: 147473.906250
Iteration 307Q: 42 clusters Score -2.354993e+08 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 8688 members 
Mstep: Class 3 contains 15612 members 
Mstep: Class 4 contains 181759 members 
Mstep: Class 5 contains 320942 members 
Mstep: Class 6 contains 8651 members 
Mstep: Class 7 contains 178923 members 
Mstep: Class 8 contains 16449 members 
Mstep: Class 9 contains 12120 members 
Mstep: Class 10 contains 14479 members 
Mstep: Class 11 contains 7976 members 
Mstep: Class 12 contains 19319 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3218 members 
Mstep: Class 15 contains 101694 members 
Mstep: Class 16 contains 187277 members 
Mstep: Class 17 contains 16541 members 
Mstep: Class 18 contains 83462 members 
Mstep: Class 19 contains 25480 members 
Mstep: Class 20 contains 114276 members 
Mstep: Class 21 contains 44210 members 
Mstep: Class 22 contains 53030 members 
Mstep: Class 23 contains 10575 members 
Mstep: Class 24 contains 29399 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12820 members 
Mstep: Class 27 contains 11083 members 
Mstep: Class 28 contains 5665 members 
Mstep: Class 29 contains 12272 members 
Mstep: Class 30 contains 3185 members 
Mstep: Class 31 contains 6477 members 
Mstep: Class 32 contains 10939 members 
Mstep: Class 33 contains 54448 members 
Mstep: Class 34 contains 23258 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131207 members 
Mstep: Class 37 contains 232957 members 
Mstep: Class 38 contains 21528 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 881 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499312.000000 Penalty: 147473.906250
Iteration 308Q: 42 clusters Score -2.354993e+08 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 8688 members 
Mstep: Class 3 contains 15607 members 
Mstep: Class 4 contains 181773 members 
Mstep: Class 5 contains 320947 members 
Mstep: Class 6 contains 8650 members 
Mstep: Class 7 contains 178918 members 
Mstep: Class 8 contains 16446 members 
Mstep: Class 9 contains 12123 members 
Mstep: Class 10 contains 14479 members 
Mstep: Class 11 contains 7979 members 
Mstep: Class 12 contains 19311 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3218 members 
Mstep: Class 15 contains 101693 members 
Mstep: Class 16 contains 187263 members 
Mstep: Class 17 contains 16541 members 
Mstep: Class 18 contains 83458 members 
Mstep: Class 19 contains 25482 members 
Mstep: Class 20 contains 114294 members 
Mstep: Class 21 contains 44210 members 
Mstep: Class 22 contains 53046 members 
Mstep: Class 23 contains 10574 members 
Mstep: Class 24 contains 29391 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12820 members 
Mstep: Class 27 contains 11084 members 
Mstep: Class 28 contains 5665 members 
Mstep: Class 29 contains 12273 members 
Mstep: Class 30 contains 3186 members 
Mstep: Class 31 contains 6479 members 
Mstep: Class 32 contains 10939 members 
Mstep: Class 33 contains 54446 members 
Mstep: Class 34 contains 23262 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131205 members 
Mstep: Class 37 contains 232945 members 
Mstep: Class 38 contains 21524 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 881 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499248.000000 Penalty: 147473.906250
Iteration 309Q: 42 clusters Score -2.354992e+08 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 8690 members 
Mstep: Class 3 contains 15604 members 
Mstep: Class 4 contains 181787 members 
Mstep: Class 5 contains 320952 members 
Mstep: Class 6 contains 8648 members 
Mstep: Class 7 contains 178920 members 
Mstep: Class 8 contains 16445 members 
Mstep: Class 9 contains 12125 members 
Mstep: Class 10 contains 14480 members 
Mstep: Class 11 contains 7981 members 
Mstep: Class 12 contains 19310 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3218 members 
Mstep: Class 15 contains 101699 members 
Mstep: Class 16 contains 187245 members 
Mstep: Class 17 contains 16540 members 
Mstep: Class 18 contains 83451 members 
Mstep: Class 19 contains 25481 members 
Mstep: Class 20 contains 114329 members 
Mstep: Class 21 contains 44216 members 
Mstep: Class 22 contains 53050 members 
Mstep: Class 23 contains 10577 members 
Mstep: Class 24 contains 29390 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12820 members 
Mstep: Class 27 contains 11084 members 
Mstep: Class 28 contains 5666 members 
Mstep: Class 29 contains 12275 members 
Mstep: Class 30 contains 3187 members 
Mstep: Class 31 contains 6479 members 
Mstep: Class 32 contains 10934 members 
Mstep: Class 33 contains 54441 members 
Mstep: Class 34 contains 23271 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131199 members 
Mstep: Class 37 contains 232902 members 
Mstep: Class 38 contains 21521 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 881 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499296.000000 Penalty: 147473.906250
Iteration 310Q: 42 clusters Score -2.354993e+08 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 8693 members 
Mstep: Class 3 contains 15604 members 
Mstep: Class 4 contains 181800 members 
Mstep: Class 5 contains 320944 members 
Mstep: Class 6 contains 8648 members 
Mstep: Class 7 contains 178917 members 
Mstep: Class 8 contains 16445 members 
Mstep: Class 9 contains 12127 members 
Mstep: Class 10 contains 14479 members 
Mstep: Class 11 contains 7981 members 
Mstep: Class 12 contains 19306 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3219 members 
Mstep: Class 15 contains 101701 members 
Mstep: Class 16 contains 187222 members 
Mstep: Class 17 contains 16541 members 
Mstep: Class 18 contains 83448 members 
Mstep: Class 19 contains 25481 members 
Mstep: Class 20 contains 114353 members 
Mstep: Class 21 contains 44215 members 
Mstep: Class 22 contains 53058 members 
Mstep: Class 23 contains 10583 members 
Mstep: Class 24 contains 29389 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12825 members 
Mstep: Class 27 contains 11084 members 
Mstep: Class 28 contains 5668 members 
Mstep: Class 29 contains 12278 members 
Mstep: Class 30 contains 3190 members 
Mstep: Class 31 contains 6479 members 
Mstep: Class 32 contains 10932 members 
Mstep: Class 33 contains 54440 members 
Mstep: Class 34 contains 23279 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131195 members 
Mstep: Class 37 contains 232875 members 
Mstep: Class 38 contains 21514 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 881 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499392.000000 Penalty: 147473.906250
Iteration 311Q: 42 clusters Score -2.354994e+08 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 8690 members 
Mstep: Class 3 contains 15602 members 
Mstep: Class 4 contains 181803 members 
Mstep: Class 5 contains 320946 members 
Mstep: Class 6 contains 8647 members 
Mstep: Class 7 contains 178957 members 
Mstep: Class 8 contains 16444 members 
Mstep: Class 9 contains 12130 members 
Mstep: Class 10 contains 14480 members 
Mstep: Class 11 contains 7979 members 
Mstep: Class 12 contains 19304 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3219 members 
Mstep: Class 15 contains 101704 members 
Mstep: Class 16 contains 187185 members 
Mstep: Class 17 contains 16542 members 
Mstep: Class 18 contains 83448 members 
Mstep: Class 19 contains 25482 members 
Mstep: Class 20 contains 114378 members 
Mstep: Class 21 contains 44217 members 
Mstep: Class 22 contains 53061 members 
Mstep: Class 23 contains 10587 members 
Mstep: Class 24 contains 29383 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12830 members 
Mstep: Class 27 contains 11084 members 
Mstep: Class 28 contains 5669 members 
Mstep: Class 29 contains 12279 members 
Mstep: Class 30 contains 3193 members 
Mstep: Class 31 contains 6475 members 
Mstep: Class 32 contains 10930 members 
Mstep: Class 33 contains 54440 members 
Mstep: Class 34 contains 23292 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131187 members 
Mstep: Class 37 contains 232834 members 
Mstep: Class 38 contains 21510 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 881 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499184.000000 Penalty: 147473.906250
Iteration 312Q: 42 clusters Score -2.354992e+08 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 8690 members 
Mstep: Class 3 contains 15601 members 
Mstep: Class 4 contains 181814 members 
Mstep: Class 5 contains 320958 members 
Mstep: Class 6 contains 8646 members 
Mstep: Class 7 contains 179002 members 
Mstep: Class 8 contains 16446 members 
Mstep: Class 9 contains 12131 members 
Mstep: Class 10 contains 14479 members 
Mstep: Class 11 contains 7974 members 
Mstep: Class 12 contains 19297 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3219 members 
Mstep: Class 15 contains 101710 members 
Mstep: Class 16 contains 187149 members 
Mstep: Class 17 contains 16543 members 
Mstep: Class 18 contains 83443 members 
Mstep: Class 19 contains 25481 members 
Mstep: Class 20 contains 114385 members 
Mstep: Class 21 contains 44216 members 
Mstep: Class 22 contains 53058 members 
Mstep: Class 23 contains 10592 members 
Mstep: Class 24 contains 29377 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12831 members 
Mstep: Class 27 contains 11084 members 
Mstep: Class 28 contains 5669 members 
Mstep: Class 29 contains 12279 members 
Mstep: Class 30 contains 3198 members 
Mstep: Class 31 contains 6479 members 
Mstep: Class 32 contains 10935 members 
Mstep: Class 33 contains 54442 members 
Mstep: Class 34 contains 23309 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131180 members 
Mstep: Class 37 contains 232785 members 
Mstep: Class 38 contains 21506 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 881 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235498896.000000 Penalty: 147473.906250
Iteration 313Q: 42 clusters Score -2.354989e+08 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 8690 members 
Mstep: Class 3 contains 15597 members 
Mstep: Class 4 contains 181829 members 
Mstep: Class 5 contains 320961 members 
Mstep: Class 6 contains 8645 members 
Mstep: Class 7 contains 179058 members 
Mstep: Class 8 contains 16445 members 
Mstep: Class 9 contains 12132 members 
Mstep: Class 10 contains 14480 members 
Mstep: Class 11 contains 7971 members 
Mstep: Class 12 contains 19299 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3220 members 
Mstep: Class 15 contains 101713 members 
Mstep: Class 16 contains 187107 members 
Mstep: Class 17 contains 16544 members 
Mstep: Class 18 contains 83438 members 
Mstep: Class 19 contains 25482 members 
Mstep: Class 20 contains 114402 members 
Mstep: Class 21 contains 44218 members 
Mstep: Class 22 contains 53067 members 
Mstep: Class 23 contains 10596 members 
Mstep: Class 24 contains 29375 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12829 members 
Mstep: Class 27 contains 11083 members 
Mstep: Class 28 contains 5667 members 
Mstep: Class 29 contains 12277 members 
Mstep: Class 30 contains 3200 members 
Mstep: Class 31 contains 6481 members 
Mstep: Class 32 contains 10937 members 
Mstep: Class 33 contains 54438 members 
Mstep: Class 34 contains 23321 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131179 members 
Mstep: Class 37 contains 232724 members 
Mstep: Class 38 contains 21504 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 881 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499024.000000 Penalty: 147473.906250
Iteration 314Q: 42 clusters Score -2.35499e+08 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 8690 members 
Mstep: Class 3 contains 15595 members 
Mstep: Class 4 contains 181852 members 
Mstep: Class 5 contains 320963 members 
Mstep: Class 6 contains 8642 members 
Mstep: Class 7 contains 179099 members 
Mstep: Class 8 contains 16443 members 
Mstep: Class 9 contains 12135 members 
Mstep: Class 10 contains 14481 members 
Mstep: Class 11 contains 7968 members 
Mstep: Class 12 contains 19297 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3220 members 
Mstep: Class 15 contains 101718 members 
Mstep: Class 16 contains 187073 members 
Mstep: Class 17 contains 16542 members 
Mstep: Class 18 contains 83436 members 
Mstep: Class 19 contains 25483 members 
Mstep: Class 20 contains 114400 members 
Mstep: Class 21 contains 44217 members 
Mstep: Class 22 contains 53077 members 
Mstep: Class 23 contains 10602 members 
Mstep: Class 24 contains 29370 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12835 members 
Mstep: Class 27 contains 11082 members 
Mstep: Class 28 contains 5667 members 
Mstep: Class 29 contains 12274 members 
Mstep: Class 30 contains 3202 members 
Mstep: Class 31 contains 6480 members 
Mstep: Class 32 contains 10942 members 
Mstep: Class 33 contains 54432 members 
Mstep: Class 34 contains 23331 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131175 members 
Mstep: Class 37 contains 232687 members 
Mstep: Class 38 contains 21500 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 882 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499088.000000 Penalty: 147473.906250
Iteration 315Q: 42 clusters Score -2.354991e+08 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 8691 members 
Mstep: Class 3 contains 15592 members 
Mstep: Class 4 contains 181872 members 
Mstep: Class 5 contains 320950 members 
Mstep: Class 6 contains 8642 members 
Mstep: Class 7 contains 179169 members 
Mstep: Class 8 contains 16441 members 
Mstep: Class 9 contains 12137 members 
Mstep: Class 10 contains 14483 members 
Mstep: Class 11 contains 7965 members 
Mstep: Class 12 contains 19295 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3220 members 
Mstep: Class 15 contains 101724 members 
Mstep: Class 16 contains 187030 members 
Mstep: Class 17 contains 16541 members 
Mstep: Class 18 contains 83438 members 
Mstep: Class 19 contains 25484 members 
Mstep: Class 20 contains 114420 members 
Mstep: Class 21 contains 44219 members 
Mstep: Class 22 contains 53072 members 
Mstep: Class 23 contains 10609 members 
Mstep: Class 24 contains 29361 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12841 members 
Mstep: Class 27 contains 11083 members 
Mstep: Class 28 contains 5667 members 
Mstep: Class 29 contains 12273 members 
Mstep: Class 30 contains 3204 members 
Mstep: Class 31 contains 6479 members 
Mstep: Class 32 contains 10944 members 
Mstep: Class 33 contains 54432 members 
Mstep: Class 34 contains 23337 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131174 members 
Mstep: Class 37 contains 232620 members 
Mstep: Class 38 contains 21499 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 882 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235498992.000000 Penalty: 147473.906250
Iteration 316Q: 42 clusters Score -2.35499e+08 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 8693 members 
Mstep: Class 3 contains 15588 members 
Mstep: Class 4 contains 181889 members 
Mstep: Class 5 contains 320946 members 
Mstep: Class 6 contains 8637 members 
Mstep: Class 7 contains 179266 members 
Mstep: Class 8 contains 16443 members 
Mstep: Class 9 contains 12140 members 
Mstep: Class 10 contains 14489 members 
Mstep: Class 11 contains 7968 members 
Mstep: Class 12 contains 19290 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3219 members 
Mstep: Class 15 contains 101721 members 
Mstep: Class 16 contains 186992 members 
Mstep: Class 17 contains 16542 members 
Mstep: Class 18 contains 83439 members 
Mstep: Class 19 contains 25484 members 
Mstep: Class 20 contains 114422 members 
Mstep: Class 21 contains 44223 members 
Mstep: Class 22 contains 53068 members 
Mstep: Class 23 contains 10611 members 
Mstep: Class 24 contains 29358 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12846 members 
Mstep: Class 27 contains 11084 members 
Mstep: Class 28 contains 5667 members 
Mstep: Class 29 contains 12271 members 
Mstep: Class 30 contains 3207 members 
Mstep: Class 31 contains 6472 members 
Mstep: Class 32 contains 10943 members 
Mstep: Class 33 contains 54428 members 
Mstep: Class 34 contains 23358 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131173 members 
Mstep: Class 37 contains 232531 members 
Mstep: Class 38 contains 21499 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 882 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235498688.000000 Penalty: 147473.906250
Iteration 317Q: 42 clusters Score -2.354987e+08 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 8692 members 
Mstep: Class 3 contains 15582 members 
Mstep: Class 4 contains 181908 members 
Mstep: Class 5 contains 320942 members 
Mstep: Class 6 contains 8637 members 
Mstep: Class 7 contains 179391 members 
Mstep: Class 8 contains 16442 members 
Mstep: Class 9 contains 12141 members 
Mstep: Class 10 contains 14494 members 
Mstep: Class 11 contains 7972 members 
Mstep: Class 12 contains 19285 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3219 members 
Mstep: Class 15 contains 101719 members 
Mstep: Class 16 contains 186952 members 
Mstep: Class 17 contains 16544 members 
Mstep: Class 18 contains 83446 members 
Mstep: Class 19 contains 25482 members 
Mstep: Class 20 contains 114424 members 
Mstep: Class 21 contains 44213 members 
Mstep: Class 22 contains 53068 members 
Mstep: Class 23 contains 10611 members 
Mstep: Class 24 contains 29355 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12848 members 
Mstep: Class 27 contains 11084 members 
Mstep: Class 28 contains 5667 members 
Mstep: Class 29 contains 12269 members 
Mstep: Class 30 contains 3207 members 
Mstep: Class 31 contains 6469 members 
Mstep: Class 32 contains 10941 members 
Mstep: Class 33 contains 54430 members 
Mstep: Class 34 contains 23383 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131172 members 
Mstep: Class 37 contains 232420 members 
Mstep: Class 38 contains 21498 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 882 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235498640.000000 Penalty: 147473.906250
Iteration 318Q: 42 clusters Score -2.354986e+08 nChanged 702
Entering ConstructFrom: 
Score: -235498640.000000 Penalty: 147473.906250
Entering ConstructFrom: 
Trying to split cluster 1 (6536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Entering Unmasked Estep 
Score: -797608.562500 Penalty: 2178.699951
	Iteration 0F: 2 clusters Score -797608.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -792114.625000 Penalty: 4357.399902
	Iteration 0F: 3 clusters Score -792114.6 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -793652.562500 Penalty: 4357.399902
	Iteration 1F: 3 clusters Score -793652.6 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -794123.000000 Penalty: 4357.399902
	Iteration 2F: 3 clusters Score -794123 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -794737.937500 Penalty: 4357.399902
	Iteration 3F: 3 clusters Score -794737.9 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -795351.375000 Penalty: 4357.399902
	Iteration 4F: 3 clusters Score -795351.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -795796.875000 Penalty: 4357.399902
	Iteration 5F: 3 clusters Score -795796.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -796131.812500 Penalty: 4357.399902
	Iteration 6F: 3 clusters Score -796131.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -796380.187500 Penalty: 4357.399902
	Iteration 7Q: 3 clusters Score -796380.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -796548.375000 Penalty: 4357.399902
	Iteration 8Q: 3 clusters Score -796548.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -796661.500000 Penalty: 4357.399902
	Iteration 9Q: 3 clusters Score -796661.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -796746.125000 Penalty: 4357.399902
	Iteration 10Q: 3 clusters Score -796746.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -796795.875000 Penalty: 4357.399902
	Iteration 11Q: 3 clusters Score -796795.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -796833.125000 Penalty: 4357.399902
	Iteration 12Q: 3 clusters Score -796833.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -796859.125000 Penalty: 4357.399902
	Iteration 13Q: 3 clusters Score -796859.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -796878.437500 Penalty: 4357.399902
	Iteration 14Q: 3 clusters Score -796878.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -796892.750000 Penalty: 4357.399902
	Iteration 15Q: 3 clusters Score -796892.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -796901.250000 Penalty: 4357.399902
	Iteration 16Q: 3 clusters Score -796901.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -796904.875000 Penalty: 4357.399902
	Iteration 17Q: 3 clusters Score -796904.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -796907.875000 Penalty: 4357.399902
	Iteration 18Q: 3 clusters Score -796907.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -796908.562500 Penalty: 4357.399902
	Iteration 19Q: 3 clusters Score -796908.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -796908.562500 Penalty: 4357.399902
	Iteration 20F: 3 clusters Score -796908.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Entering Unmasked Estep 
Score: -987714.062500 Penalty: 2249.399170
	Iteration 0F: 2 clusters Score -987714.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -980895.125000 Penalty: 4498.798340
	Iteration 0F: 3 clusters Score -980895.1 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -982693.000000 Penalty: 4498.798340
	Iteration 1F: 3 clusters Score -982693 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -982995.687500 Penalty: 4498.798340
	Iteration 2F: 3 clusters Score -982995.7 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -983224.875000 Penalty: 4498.798340
	Iteration 3F: 3 clusters Score -983224.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -983437.750000 Penalty: 4498.798340
	Iteration 4Q: 3 clusters Score -983437.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -983700.687500 Penalty: 4498.798340
	Iteration 5Q: 3 clusters Score -983700.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -983971.812500 Penalty: 4498.798340
	Iteration 6Q: 3 clusters Score -983971.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -984268.875000 Penalty: 4498.798340
	Iteration 7Q: 3 clusters Score -984268.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -984560.312500 Penalty: 4498.798340
	Iteration 8Q: 3 clusters Score -984560.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -984792.812500 Penalty: 4498.798340
	Iteration 9Q: 3 clusters Score -984792.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -984988.187500 Penalty: 4498.798340
	Iteration 10Q: 3 clusters Score -984988.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -985154.375000 Penalty: 4498.798340
	Iteration 11Q: 3 clusters Score -985154.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -985353.937500 Penalty: 4498.798340
	Iteration 12Q: 3 clusters Score -985353.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -985508.125000 Penalty: 4498.798340
	Iteration 13Q: 3 clusters Score -985508.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -985658.250000 Penalty: 4498.798340
	Iteration 14Q: 3 clusters Score -985658.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -985776.000000 Penalty: 4498.798340
	Iteration 15Q: 3 clusters Score -985776 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -985871.000000 Penalty: 4498.798340
	Iteration 16Q: 3 clusters Score -985871 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -985972.562500 Penalty: 4498.798340
	Iteration 17Q: 3 clusters Score -985972.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -986057.250000 Penalty: 4498.798340
	Iteration 18Q: 3 clusters Score -986057.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -986134.937500 Penalty: 4498.798340
	Iteration 19Q: 3 clusters Score -986134.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -986193.000000 Penalty: 4498.798340
	Iteration 20F: 3 clusters Score -986193 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -986225.125000 Penalty: 4498.798340
	Iteration 21Q: 3 clusters Score -986225.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -986243.500000 Penalty: 4498.798340
	Iteration 22Q: 3 clusters Score -986243.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -986257.125000 Penalty: 4498.798340
	Iteration 23Q: 3 clusters Score -986257.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -986262.812500 Penalty: 4498.798340
	Iteration 24Q: 3 clusters Score -986262.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -986265.187500 Penalty: 4498.798340
	Iteration 25Q: 3 clusters Score -986265.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -986264.437500 Penalty: 4498.798340
	Iteration 26Q: 3 clusters Score -986264.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -986269.687500 Penalty: 4498.798340
	Iteration 27Q: 3 clusters Score -986269.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -986267.812500 Penalty: 4498.798340
	Iteration 28Q: 3 clusters Score -986267.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -986270.000000 Penalty: 4498.798340
	Iteration 29Q: 3 clusters Score -986270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -986269.937500 Penalty: 4498.798340
	Iteration 30Q: 3 clusters Score -986269.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -986271.500000 Penalty: 4498.798340
	Iteration 31Q: 3 clusters Score -986271.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -986271.750000 Penalty: 4498.798340
	Iteration 32Q: 3 clusters Score -986271.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -986272.937500 Penalty: 4498.798340
	Iteration 33Q: 3 clusters Score -986272.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -986273.875000 Penalty: 4498.798340
	Iteration 34Q: 3 clusters Score -986273.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -986275.312500 Penalty: 4498.798340
	Iteration 35Q: 3 clusters Score -986275.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -986275.437500 Penalty: 4498.798340
	Iteration 36Q: 3 clusters Score -986275.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -986274.437500 Penalty: 4498.798340
	Iteration 37Q: 3 clusters Score -986274.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -986275.625000 Penalty: 4498.798340
	Iteration 38Q: 3 clusters Score -986275.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -986275.937500 Penalty: 4498.798340
	Iteration 39Q: 3 clusters Score -986275.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -986275.875000 Penalty: 4498.798340
	Iteration 40F: 3 clusters Score -986275.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -986275.562500 Penalty: 4498.798340
	Iteration 41Q: 3 clusters Score -986275.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -986275.937500 Penalty: 4498.798340
	Iteration 42Q: 3 clusters Score -986275.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -986275.875000 Penalty: 4498.798340
	Iteration 43Q: 3 clusters Score -986275.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -986278.875000 Penalty: 4498.798340
	Iteration 44Q: 3 clusters Score -986278.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -986280.312500 Penalty: 4498.798340
	Iteration 45Q: 3 clusters Score -986280.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -986281.812500 Penalty: 4498.798340
	Iteration 46Q: 3 clusters Score -986281.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -986282.000000 Penalty: 4498.798340
	Iteration 47Q: 3 clusters Score -986282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -986282.000000 Penalty: 4498.798340
	Iteration 48F: 3 clusters Score -986282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Entering Unmasked Estep 
Score: -1860539.750000 Penalty: 2394.112305
	Iteration 0F: 2 clusters Score -1860540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1849347.625000 Penalty: 4788.224609
	Iteration 0F: 3 clusters Score -1849348 nChanged 6708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1852936.000000 Penalty: 4788.224609
	Iteration 1F: 3 clusters Score -1852936 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1853230.625000 Penalty: 4788.224609
	Iteration 2F: 3 clusters Score -1853231 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1853450.125000 Penalty: 4788.224609
	Iteration 3Q: 3 clusters Score -1853450 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1853633.500000 Penalty: 4788.224609
	Iteration 4Q: 3 clusters Score -1853634 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1853794.250000 Penalty: 4788.224609
	Iteration 5Q: 3 clusters Score -1853794 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1853943.875000 Penalty: 4788.224609
	Iteration 6Q: 3 clusters Score -1853944 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1854118.625000 Penalty: 4788.224609
	Iteration 7Q: 3 clusters Score -1854119 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1854345.875000 Penalty: 4788.224609
	Iteration 8Q: 3 clusters Score -1854346 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1854685.250000 Penalty: 4788.224609
	Iteration 9Q: 3 clusters Score -1854685 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1855206.000000 Penalty: 4788.224609
	Iteration 10F: 3 clusters Score -1855206 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1855866.000000 Penalty: 4788.224609
	Iteration 11F: 3 clusters Score -1855866 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -1856578.875000 Penalty: 4788.224609
	Iteration 12F: 3 clusters Score -1856579 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -1857328.125000 Penalty: 4788.224609
	Iteration 13F: 3 clusters Score -1857328 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -1857917.375000 Penalty: 4788.224609
	Iteration 14Q: 3 clusters Score -1857917 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -1858329.750000 Penalty: 4788.224609
	Iteration 15Q: 3 clusters Score -1858330 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -1858587.750000 Penalty: 4788.224609
	Iteration 16Q: 3 clusters Score -1858588 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -1858747.625000 Penalty: 4788.224609
	Iteration 17Q: 3 clusters Score -1858748 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -1858839.125000 Penalty: 4788.224609
	Iteration 18Q: 3 clusters Score -1858839 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -1858915.750000 Penalty: 4788.224609
	Iteration 19Q: 3 clusters Score -1858916 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -1858958.375000 Penalty: 4788.224609
	Iteration 20F: 3 clusters Score -1858958 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -1858984.625000 Penalty: 4788.224609
	Iteration 21Q: 3 clusters Score -1858985 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -1859001.625000 Penalty: 4788.224609
	Iteration 22Q: 3 clusters Score -1859002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -1859011.750000 Penalty: 4788.224609
	Iteration 23Q: 3 clusters Score -1859012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -1859021.625000 Penalty: 4788.224609
	Iteration 24Q: 3 clusters Score -1859022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -1859026.250000 Penalty: 4788.224609
	Iteration 25Q: 3 clusters Score -1859026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -1859026.625000 Penalty: 4788.224609
	Iteration 26Q: 3 clusters Score -1859027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -1859027.375000 Penalty: 4788.224609
	Iteration 27Q: 3 clusters Score -1859027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -1859030.125000 Penalty: 4788.224609
	Iteration 28Q: 3 clusters Score -1859030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -1859032.125000 Penalty: 4788.224609
	Iteration 29Q: 3 clusters Score -1859032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -1859037.750000 Penalty: 4788.224609
	Iteration 30Q: 3 clusters Score -1859038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -1859039.500000 Penalty: 4788.224609
	Iteration 31Q: 3 clusters Score -1859040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -1859047.500000 Penalty: 4788.224609
	Iteration 32Q: 3 clusters Score -1859048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -1859047.875000 Penalty: 4788.224609
	Iteration 33Q: 3 clusters Score -1859048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -1859049.625000 Penalty: 4788.224609
	Iteration 34Q: 3 clusters Score -1859050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -1859050.375000 Penalty: 4788.224609
	Iteration 35Q: 3 clusters Score -1859050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -1859055.125000 Penalty: 4788.224609
	Iteration 36Q: 3 clusters Score -1859055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -1859058.875000 Penalty: 4788.224609
	Iteration 37Q: 3 clusters Score -1859059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -1859061.125000 Penalty: 4788.224609
	Iteration 38Q: 3 clusters Score -1859061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -1859061.125000 Penalty: 4788.224609
	Iteration 39F: 3 clusters Score -1859061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (181930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181930 members 
Entering Unmasked Estep 
Score: -22220242.000000 Penalty: 3003.621582
	Iteration 0F: 2 clusters Score -2.222024e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90948 members 
Mstep: Class 2 contains 90982 members 
Entering Unmasked Estep 
Score: -22099256.000000 Penalty: 6007.243164
	Iteration 0F: 3 clusters Score -2.209926e+07 nChanged 87652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90464 members 
Mstep: Class 2 contains 91466 members 
Entering Unmasked Estep 
Score: -22149856.000000 Penalty: 6007.243164
	Iteration 1F: 3 clusters Score -2.214986e+07 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90383 members 
Mstep: Class 2 contains 91547 members 
Entering Unmasked Estep 
Score: -22151012.000000 Penalty: 6007.243164
	Iteration 2Q: 3 clusters Score -2.215101e+07 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90289 members 
Mstep: Class 2 contains 91641 members 
Entering Unmasked Estep 
Score: -22152606.000000 Penalty: 6007.243164
	Iteration 3Q: 3 clusters Score -2.215261e+07 nChanged 6276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90189 members 
Mstep: Class 2 contains 91741 members 
Entering Unmasked Estep 
Score: -22154592.000000 Penalty: 6007.243164
	Iteration 4Q: 3 clusters Score -2.215459e+07 nChanged 7238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90371 members 
Mstep: Class 2 contains 91559 members 
Entering Unmasked Estep 
Score: -22157288.000000 Penalty: 6007.243164
	Iteration 5Q: 3 clusters Score -2.215729e+07 nChanged 8614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90951 members 
Mstep: Class 2 contains 90979 members 
Entering Unmasked Estep 
Score: -22161784.000000 Penalty: 6007.243164
	Iteration 6Q: 3 clusters Score -2.216178e+07 nChanged 10480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92193 members 
Mstep: Class 2 contains 89737 members 
Entering Unmasked Estep 
Score: -22168344.000000 Penalty: 6007.243164
	Iteration 7F: 3 clusters Score -2.216834e+07 nChanged 12321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94648 members 
Mstep: Class 2 contains 87282 members 
Entering Unmasked Estep 
Score: -22178252.000000 Penalty: 6007.243164
	Iteration 8F: 3 clusters Score -2.217825e+07 nChanged 13553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97861 members 
Mstep: Class 2 contains 84069 members 
Entering Unmasked Estep 
Score: -22190650.000000 Penalty: 6007.243164
	Iteration 9F: 3 clusters Score -2.219065e+07 nChanged 12337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100706 members 
Mstep: Class 2 contains 81224 members 
Entering Unmasked Estep 
Score: -22199944.000000 Penalty: 6007.243164
	Iteration 10F: 3 clusters Score -2.219994e+07 nChanged 7834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102526 members 
Mstep: Class 2 contains 79404 members 
Entering Unmasked Estep 
Score: -22203386.000000 Penalty: 6007.243164
	Iteration 11Q: 3 clusters Score -2.220339e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103899 members 
Mstep: Class 2 contains 78031 members 
Entering Unmasked Estep 
Score: -22204782.000000 Penalty: 6007.243164
	Iteration 12Q: 3 clusters Score -2.220478e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105001 members 
Mstep: Class 2 contains 76929 members 
Entering Unmasked Estep 
Score: -22205542.000000 Penalty: 6007.243164
	Iteration 13Q: 3 clusters Score -2.220554e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105856 members 
Mstep: Class 2 contains 76074 members 
Entering Unmasked Estep 
Score: -22206032.000000 Penalty: 6007.243164
	Iteration 14Q: 3 clusters Score -2.220603e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106577 members 
Mstep: Class 2 contains 75353 members 
Entering Unmasked Estep 
Score: -22206518.000000 Penalty: 6007.243164
	Iteration 15Q: 3 clusters Score -2.220652e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107282 members 
Mstep: Class 2 contains 74648 members 
Entering Unmasked Estep 
Score: -22206738.000000 Penalty: 6007.243164
	Iteration 16Q: 3 clusters Score -2.220674e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107978 members 
Mstep: Class 2 contains 73952 members 
Entering Unmasked Estep 
Score: -22207012.000000 Penalty: 6007.243164
	Iteration 17Q: 3 clusters Score -2.220701e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108716 members 
Mstep: Class 2 contains 73214 members 
Entering Unmasked Estep 
Score: -22207208.000000 Penalty: 6007.243164
	Iteration 18Q: 3 clusters Score -2.220721e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109429 members 
Mstep: Class 2 contains 72501 members 
Entering Unmasked Estep 
Score: -22207268.000000 Penalty: 6007.243164
	Iteration 19Q: 3 clusters Score -2.220727e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110078 members 
Mstep: Class 2 contains 71852 members 
Entering Unmasked Estep 
Score: -22207390.000000 Penalty: 6007.243164
	Iteration 20F: 3 clusters Score -2.220739e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110687 members 
Mstep: Class 2 contains 71243 members 
Entering Unmasked Estep 
Score: -22207410.000000 Penalty: 6007.243164
	Iteration 21Q: 3 clusters Score -2.220741e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111290 members 
Mstep: Class 2 contains 70640 members 
Entering Unmasked Estep 
Score: -22207486.000000 Penalty: 6007.243164
	Iteration 22Q: 3 clusters Score -2.220749e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111896 members 
Mstep: Class 2 contains 70034 members 
Entering Unmasked Estep 
Score: -22207474.000000 Penalty: 6007.243164
	Iteration 23Q: 3 clusters Score -2.220747e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112472 members 
Mstep: Class 2 contains 69458 members 
Entering Unmasked Estep 
Score: -22207540.000000 Penalty: 6007.243164
	Iteration 24Q: 3 clusters Score -2.220754e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113041 members 
Mstep: Class 2 contains 68889 members 
Entering Unmasked Estep 
Score: -22207574.000000 Penalty: 6007.243164
	Iteration 25Q: 3 clusters Score -2.220757e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113609 members 
Mstep: Class 2 contains 68321 members 
Entering Unmasked Estep 
Score: -22207638.000000 Penalty: 6007.243164
	Iteration 26Q: 3 clusters Score -2.220764e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114182 members 
Mstep: Class 2 contains 67748 members 
Entering Unmasked Estep 
Score: -22207574.000000 Penalty: 6007.243164
	Iteration 27Q: 3 clusters Score -2.220757e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114802 members 
Mstep: Class 2 contains 67128 members 
Entering Unmasked Estep 
Score: -22207678.000000 Penalty: 6007.243164
	Iteration 28Q: 3 clusters Score -2.220768e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115425 members 
Mstep: Class 2 contains 66505 members 
Entering Unmasked Estep 
Score: -22207738.000000 Penalty: 6007.243164
	Iteration 29Q: 3 clusters Score -2.220774e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116066 members 
Mstep: Class 2 contains 65864 members 
Entering Unmasked Estep 
Score: -22207744.000000 Penalty: 6007.243164
	Iteration 30Q: 3 clusters Score -2.220774e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116717 members 
Mstep: Class 2 contains 65213 members 
Entering Unmasked Estep 
Score: -22207750.000000 Penalty: 6007.243164
	Iteration 31Q: 3 clusters Score -2.220775e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117371 members 
Mstep: Class 2 contains 64559 members 
Entering Unmasked Estep 
Score: -22207738.000000 Penalty: 6007.243164
	Iteration 32Q: 3 clusters Score -2.220774e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118072 members 
Mstep: Class 2 contains 63858 members 
Entering Unmasked Estep 
Score: -22207862.000000 Penalty: 6007.243164
	Iteration 33Q: 3 clusters Score -2.220786e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118828 members 
Mstep: Class 2 contains 63102 members 
Entering Unmasked Estep 
Score: -22207926.000000 Penalty: 6007.243164
	Iteration 34Q: 3 clusters Score -2.220793e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119628 members 
Mstep: Class 2 contains 62302 members 
Entering Unmasked Estep 
Score: -22207954.000000 Penalty: 6007.243164
	Iteration 35Q: 3 clusters Score -2.220795e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120487 members 
Mstep: Class 2 contains 61443 members 
Entering Unmasked Estep 
Score: -22208044.000000 Penalty: 6007.243164
	Iteration 36Q: 3 clusters Score -2.220804e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121371 members 
Mstep: Class 2 contains 60559 members 
Entering Unmasked Estep 
Score: -22208090.000000 Penalty: 6007.243164
	Iteration 37Q: 3 clusters Score -2.220809e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122244 members 
Mstep: Class 2 contains 59686 members 
Entering Unmasked Estep 
Score: -22208140.000000 Penalty: 6007.243164
	Iteration 38Q: 3 clusters Score -2.220814e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123111 members 
Mstep: Class 2 contains 58819 members 
Entering Unmasked Estep 
Score: -22208280.000000 Penalty: 6007.243164
	Iteration 39Q: 3 clusters Score -2.220828e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124009 members 
Mstep: Class 2 contains 57921 members 
Entering Unmasked Estep 
Score: -22208306.000000 Penalty: 6007.243164
	Iteration 40F: 3 clusters Score -2.220831e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124955 members 
Mstep: Class 2 contains 56975 members 
Entering Unmasked Estep 
Score: -22208514.000000 Penalty: 6007.243164
	Iteration 41Q: 3 clusters Score -2.220851e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125912 members 
Mstep: Class 2 contains 56018 members 
Entering Unmasked Estep 
Score: -22208688.000000 Penalty: 6007.243164
	Iteration 42Q: 3 clusters Score -2.220869e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126881 members 
Mstep: Class 2 contains 55049 members 
Entering Unmasked Estep 
Score: -22208766.000000 Penalty: 6007.243164
	Iteration 43Q: 3 clusters Score -2.220877e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127917 members 
Mstep: Class 2 contains 54013 members 
Entering Unmasked Estep 
Score: -22208950.000000 Penalty: 6007.243164
	Iteration 44Q: 3 clusters Score -2.220895e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129016 members 
Mstep: Class 2 contains 52914 members 
Entering Unmasked Estep 
Score: -22209034.000000 Penalty: 6007.243164
	Iteration 45Q: 3 clusters Score -2.220903e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130155 members 
Mstep: Class 2 contains 51775 members 
Entering Unmasked Estep 
Score: -22209300.000000 Penalty: 6007.243164
	Iteration 46Q: 3 clusters Score -2.22093e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131304 members 
Mstep: Class 2 contains 50626 members 
Entering Unmasked Estep 
Score: -22209368.000000 Penalty: 6007.243164
	Iteration 47Q: 3 clusters Score -2.220937e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132539 members 
Mstep: Class 2 contains 49391 members 
Entering Unmasked Estep 
Score: -22209570.000000 Penalty: 6007.243164
	Iteration 48Q: 3 clusters Score -2.220957e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133798 members 
Mstep: Class 2 contains 48132 members 
Entering Unmasked Estep 
Score: -22209708.000000 Penalty: 6007.243164
	Iteration 49Q: 3 clusters Score -2.220971e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135100 members 
Mstep: Class 2 contains 46830 members 
Entering Unmasked Estep 
Score: -22209966.000000 Penalty: 6007.243164
	Iteration 50Q: 3 clusters Score -2.220997e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136427 members 
Mstep: Class 2 contains 45503 members 
Entering Unmasked Estep 
Score: -22210130.000000 Penalty: 6007.243164
	Iteration 51Q: 3 clusters Score -2.221013e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137774 members 
Mstep: Class 2 contains 44156 members 
Entering Unmasked Estep 
Score: -22210310.000000 Penalty: 6007.243164
	Iteration 52Q: 3 clusters Score -2.221031e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139132 members 
Mstep: Class 2 contains 42798 members 
Entering Unmasked Estep 
Score: -22210578.000000 Penalty: 6007.243164
	Iteration 53Q: 3 clusters Score -2.221058e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140530 members 
Mstep: Class 2 contains 41400 members 
Entering Unmasked Estep 
Score: -22210732.000000 Penalty: 6007.243164
	Iteration 54Q: 3 clusters Score -2.221073e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141929 members 
Mstep: Class 2 contains 40001 members 
Entering Unmasked Estep 
Score: -22211006.000000 Penalty: 6007.243164
	Iteration 55Q: 3 clusters Score -2.221101e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143355 members 
Mstep: Class 2 contains 38575 members 
Entering Unmasked Estep 
Score: -22211368.000000 Penalty: 6007.243164
	Iteration 56Q: 3 clusters Score -2.221137e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144745 members 
Mstep: Class 2 contains 37185 members 
Entering Unmasked Estep 
Score: -22211614.000000 Penalty: 6007.243164
	Iteration 57Q: 3 clusters Score -2.221161e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146163 members 
Mstep: Class 2 contains 35767 members 
Entering Unmasked Estep 
Score: -22211894.000000 Penalty: 6007.243164
	Iteration 58Q: 3 clusters Score -2.221189e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147586 members 
Mstep: Class 2 contains 34344 members 
Entering Unmasked Estep 
Score: -22212086.000000 Penalty: 6007.243164
	Iteration 59Q: 3 clusters Score -2.221209e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148995 members 
Mstep: Class 2 contains 32935 members 
Entering Unmasked Estep 
Score: -22212418.000000 Penalty: 6007.243164
	Iteration 60F: 3 clusters Score -2.221242e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150434 members 
Mstep: Class 2 contains 31496 members 
Entering Unmasked Estep 
Score: -22212742.000000 Penalty: 6007.243164
	Iteration 61Q: 3 clusters Score -2.221274e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151783 members 
Mstep: Class 2 contains 30147 members 
Entering Unmasked Estep 
Score: -22213092.000000 Penalty: 6007.243164
	Iteration 62Q: 3 clusters Score -2.221309e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153131 members 
Mstep: Class 2 contains 28799 members 
Entering Unmasked Estep 
Score: -22213546.000000 Penalty: 6007.243164
	Iteration 63Q: 3 clusters Score -2.221355e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154457 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -22213972.000000 Penalty: 6007.243164
	Iteration 64Q: 3 clusters Score -2.221397e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155777 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -22214234.000000 Penalty: 6007.243164
	Iteration 65Q: 3 clusters Score -2.221423e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157046 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -22214508.000000 Penalty: 6007.243164
	Iteration 66Q: 3 clusters Score -2.221451e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158276 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -22214870.000000 Penalty: 6007.243164
	Iteration 67Q: 3 clusters Score -2.221487e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159448 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -22215110.000000 Penalty: 6007.243164
	Iteration 68Q: 3 clusters Score -2.221511e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160555 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -22215486.000000 Penalty: 6007.243164
	Iteration 69Q: 3 clusters Score -2.221549e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161634 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -22215734.000000 Penalty: 6007.243164
	Iteration 70Q: 3 clusters Score -2.221573e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162656 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -22215968.000000 Penalty: 6007.243164
	Iteration 71Q: 3 clusters Score -2.221597e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163606 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -22216210.000000 Penalty: 6007.243164
	Iteration 72Q: 3 clusters Score -2.221621e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164475 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -22216462.000000 Penalty: 6007.243164
	Iteration 73Q: 3 clusters Score -2.221646e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165301 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -22216560.000000 Penalty: 6007.243164
	Iteration 74Q: 3 clusters Score -2.221656e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166057 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -22216686.000000 Penalty: 6007.243164
	Iteration 75Q: 3 clusters Score -2.221669e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166740 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -22216832.000000 Penalty: 6007.243164
	Iteration 76Q: 3 clusters Score -2.221683e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167352 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -22216916.000000 Penalty: 6007.243164
	Iteration 77Q: 3 clusters Score -2.221692e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167897 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -22216972.000000 Penalty: 6007.243164
	Iteration 78Q: 3 clusters Score -2.221697e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168408 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -22217110.000000 Penalty: 6007.243164
	Iteration 79Q: 3 clusters Score -2.221711e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168897 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -22217216.000000 Penalty: 6007.243164
	Iteration 80F: 3 clusters Score -2.221722e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169350 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -22217320.000000 Penalty: 6007.243164
	Iteration 81Q: 3 clusters Score -2.221732e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169781 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -22217362.000000 Penalty: 6007.243164
	Iteration 82Q: 3 clusters Score -2.221736e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170173 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -22217396.000000 Penalty: 6007.243164
	Iteration 83Q: 3 clusters Score -2.22174e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170528 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -22217410.000000 Penalty: 6007.243164
	Iteration 84Q: 3 clusters Score -2.221741e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170861 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -22217422.000000 Penalty: 6007.243164
	Iteration 85Q: 3 clusters Score -2.221742e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171170 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -22217492.000000 Penalty: 6007.243164
	Iteration 86Q: 3 clusters Score -2.221749e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171435 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -22217490.000000 Penalty: 6007.243164
	Iteration 87Q: 3 clusters Score -2.221749e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171670 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -22217546.000000 Penalty: 6007.243164
	Iteration 88Q: 3 clusters Score -2.221755e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171885 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -22217588.000000 Penalty: 6007.243164
	Iteration 89Q: 3 clusters Score -2.221759e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172114 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -22217644.000000 Penalty: 6007.243164
	Iteration 90Q: 3 clusters Score -2.221764e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172315 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -22217676.000000 Penalty: 6007.243164
	Iteration 91Q: 3 clusters Score -2.221768e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172489 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -22217660.000000 Penalty: 6007.243164
	Iteration 92Q: 3 clusters Score -2.221766e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172646 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -22217690.000000 Penalty: 6007.243164
	Iteration 93Q: 3 clusters Score -2.221769e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172796 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -22217650.000000 Penalty: 6007.243164
	Iteration 94Q: 3 clusters Score -2.221765e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172950 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -22217664.000000 Penalty: 6007.243164
	Iteration 95Q: 3 clusters Score -2.221766e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173106 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -22217678.000000 Penalty: 6007.243164
	Iteration 96Q: 3 clusters Score -2.221768e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173250 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -22217712.000000 Penalty: 6007.243164
	Iteration 97Q: 3 clusters Score -2.221771e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173384 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -22217742.000000 Penalty: 6007.243164
	Iteration 98Q: 3 clusters Score -2.221774e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173514 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -22217734.000000 Penalty: 6007.243164
	Iteration 99Q: 3 clusters Score -2.221773e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173640 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -22217726.000000 Penalty: 6007.243164
	Iteration 100F: 3 clusters Score -2.221773e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173765 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -22217790.000000 Penalty: 6007.243164
	Iteration 101Q: 3 clusters Score -2.221779e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173886 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -22217778.000000 Penalty: 6007.243164
	Iteration 102Q: 3 clusters Score -2.221778e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173995 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -22217776.000000 Penalty: 6007.243164
	Iteration 103Q: 3 clusters Score -2.221778e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174095 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -22217780.000000 Penalty: 6007.243164
	Iteration 104Q: 3 clusters Score -2.221778e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174219 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -22217776.000000 Penalty: 6007.243164
	Iteration 105Q: 3 clusters Score -2.221778e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174325 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -22217794.000000 Penalty: 6007.243164
	Iteration 106Q: 3 clusters Score -2.221779e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174427 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -22217802.000000 Penalty: 6007.243164
	Iteration 107Q: 3 clusters Score -2.22178e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174518 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -22217814.000000 Penalty: 6007.243164
	Iteration 108Q: 3 clusters Score -2.221781e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174598 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -22217806.000000 Penalty: 6007.243164
	Iteration 109Q: 3 clusters Score -2.221781e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174692 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -22217812.000000 Penalty: 6007.243164
	Iteration 110Q: 3 clusters Score -2.221781e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174775 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -22217844.000000 Penalty: 6007.243164
	Iteration 111Q: 3 clusters Score -2.221784e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174855 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -22217838.000000 Penalty: 6007.243164
	Iteration 112Q: 3 clusters Score -2.221784e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174936 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -22217834.000000 Penalty: 6007.243164
	Iteration 113Q: 3 clusters Score -2.221783e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175018 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -22217818.000000 Penalty: 6007.243164
	Iteration 114Q: 3 clusters Score -2.221782e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175087 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -22217828.000000 Penalty: 6007.243164
	Iteration 115Q: 3 clusters Score -2.221783e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175157 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -22217832.000000 Penalty: 6007.243164
	Iteration 116Q: 3 clusters Score -2.221783e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175226 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -22217858.000000 Penalty: 6007.243164
	Iteration 117Q: 3 clusters Score -2.221786e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175281 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -22217802.000000 Penalty: 6007.243164
	Iteration 118Q: 3 clusters Score -2.22178e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175338 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -22217782.000000 Penalty: 6007.243164
	Iteration 119Q: 3 clusters Score -2.221778e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175383 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -22217778.000000 Penalty: 6007.243164
	Iteration 120F: 3 clusters Score -2.221778e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175429 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -22217828.000000 Penalty: 6007.243164
	Iteration 121Q: 3 clusters Score -2.221783e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175470 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -22217816.000000 Penalty: 6007.243164
	Iteration 122Q: 3 clusters Score -2.221782e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175510 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -22217830.000000 Penalty: 6007.243164
	Iteration 123Q: 3 clusters Score -2.221783e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175541 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -22217832.000000 Penalty: 6007.243164
	Iteration 124Q: 3 clusters Score -2.221783e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175574 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -22217846.000000 Penalty: 6007.243164
	Iteration 125Q: 3 clusters Score -2.221785e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175610 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -22217852.000000 Penalty: 6007.243164
	Iteration 126Q: 3 clusters Score -2.221785e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175650 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -22217830.000000 Penalty: 6007.243164
	Iteration 127Q: 3 clusters Score -2.221783e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175691 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -22217848.000000 Penalty: 6007.243164
	Iteration 128Q: 3 clusters Score -2.221785e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175730 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -22217860.000000 Penalty: 6007.243164
	Iteration 129Q: 3 clusters Score -2.221786e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175765 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -22217858.000000 Penalty: 6007.243164
	Iteration 130Q: 3 clusters Score -2.221786e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175809 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -22217876.000000 Penalty: 6007.243164
	Iteration 131Q: 3 clusters Score -2.221788e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175851 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -22217850.000000 Penalty: 6007.243164
	Iteration 132Q: 3 clusters Score -2.221785e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175894 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -22217852.000000 Penalty: 6007.243164
	Iteration 133Q: 3 clusters Score -2.221785e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175941 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -22217860.000000 Penalty: 6007.243164
	Iteration 134Q: 3 clusters Score -2.221786e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176002 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -22217854.000000 Penalty: 6007.243164
	Iteration 135Q: 3 clusters Score -2.221785e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176051 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -22217860.000000 Penalty: 6007.243164
	Iteration 136Q: 3 clusters Score -2.221786e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176093 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -22217870.000000 Penalty: 6007.243164
	Iteration 137Q: 3 clusters Score -2.221787e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176142 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -22217862.000000 Penalty: 6007.243164
	Iteration 138Q: 3 clusters Score -2.221786e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176193 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -22217854.000000 Penalty: 6007.243164
	Iteration 139Q: 3 clusters Score -2.221785e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176235 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -22217870.000000 Penalty: 6007.243164
	Iteration 140F: 3 clusters Score -2.221787e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176271 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -22217894.000000 Penalty: 6007.243164
	Iteration 141Q: 3 clusters Score -2.221789e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176313 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -22217898.000000 Penalty: 6007.243164
	Iteration 142Q: 3 clusters Score -2.22179e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176363 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -22217926.000000 Penalty: 6007.243164
	Iteration 143Q: 3 clusters Score -2.221793e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176403 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -22217906.000000 Penalty: 6007.243164
	Iteration 144Q: 3 clusters Score -2.221791e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176449 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -22217922.000000 Penalty: 6007.243164
	Iteration 145Q: 3 clusters Score -2.221792e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176490 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -22217908.000000 Penalty: 6007.243164
	Iteration 146Q: 3 clusters Score -2.221791e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176535 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -22217908.000000 Penalty: 6007.243164
	Iteration 147Q: 3 clusters Score -2.221791e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176576 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -22217886.000000 Penalty: 6007.243164
	Iteration 148Q: 3 clusters Score -2.221789e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176607 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -22217896.000000 Penalty: 6007.243164
	Iteration 149Q: 3 clusters Score -2.22179e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176640 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -22217888.000000 Penalty: 6007.243164
	Iteration 150Q: 3 clusters Score -2.221789e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176666 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -22217866.000000 Penalty: 6007.243164
	Iteration 151Q: 3 clusters Score -2.221787e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176696 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -22217856.000000 Penalty: 6007.243164
	Iteration 152Q: 3 clusters Score -2.221786e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176731 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -22217884.000000 Penalty: 6007.243164
	Iteration 153Q: 3 clusters Score -2.221788e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176762 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -22217876.000000 Penalty: 6007.243164
	Iteration 154Q: 3 clusters Score -2.221788e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176785 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -22217882.000000 Penalty: 6007.243164
	Iteration 155Q: 3 clusters Score -2.221788e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176811 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -22217888.000000 Penalty: 6007.243164
	Iteration 156Q: 3 clusters Score -2.221789e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176831 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -22217878.000000 Penalty: 6007.243164
	Iteration 157Q: 3 clusters Score -2.221788e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176851 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -22217878.000000 Penalty: 6007.243164
	Iteration 158Q: 3 clusters Score -2.221788e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176869 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -22217886.000000 Penalty: 6007.243164
	Iteration 159Q: 3 clusters Score -2.221789e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176888 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -22217844.000000 Penalty: 6007.243164
	Iteration 160F: 3 clusters Score -2.221784e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176899 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -22217866.000000 Penalty: 6007.243164
	Iteration 161Q: 3 clusters Score -2.221787e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176904 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -22217858.000000 Penalty: 6007.243164
	Iteration 162Q: 3 clusters Score -2.221786e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176908 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -22217866.000000 Penalty: 6007.243164
	Iteration 163Q: 3 clusters Score -2.221787e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176909 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -22217870.000000 Penalty: 6007.243164
	Iteration 164Q: 3 clusters Score -2.221787e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176910 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -22217874.000000 Penalty: 6007.243164
	Iteration 165Q: 3 clusters Score -2.221787e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176911 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -22217866.000000 Penalty: 6007.243164
	Iteration 166Q: 3 clusters Score -2.221787e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176914 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -22217864.000000 Penalty: 6007.243164
	Iteration 167Q: 3 clusters Score -2.221786e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176915 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -22217874.000000 Penalty: 6007.243164
	Iteration 168Q: 3 clusters Score -2.221787e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176918 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -22217870.000000 Penalty: 6007.243164
	Iteration 169Q: 3 clusters Score -2.221787e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176923 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -22217884.000000 Penalty: 6007.243164
	Iteration 170Q: 3 clusters Score -2.221788e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176930 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -22217886.000000 Penalty: 6007.243164
	Iteration 171Q: 3 clusters Score -2.221789e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176940 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -22217868.000000 Penalty: 6007.243164
	Iteration 172Q: 3 clusters Score -2.221787e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176952 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -22217882.000000 Penalty: 6007.243164
	Iteration 173Q: 3 clusters Score -2.221788e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176961 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -22217874.000000 Penalty: 6007.243164
	Iteration 174Q: 3 clusters Score -2.221787e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176976 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -22217856.000000 Penalty: 6007.243164
	Iteration 175Q: 3 clusters Score -2.221786e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176998 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -22217876.000000 Penalty: 6007.243164
	Iteration 176Q: 3 clusters Score -2.221788e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177020 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -22217856.000000 Penalty: 6007.243164
	Iteration 177Q: 3 clusters Score -2.221786e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177044 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -22217880.000000 Penalty: 6007.243164
	Iteration 178Q: 3 clusters Score -2.221788e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177067 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -22217894.000000 Penalty: 6007.243164
	Iteration 179Q: 3 clusters Score -2.221789e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177079 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -22217882.000000 Penalty: 6007.243164
	Iteration 180F: 3 clusters Score -2.221788e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177095 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -22217874.000000 Penalty: 6007.243164
	Iteration 181Q: 3 clusters Score -2.221787e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177105 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -22217866.000000 Penalty: 6007.243164
	Iteration 182Q: 3 clusters Score -2.221787e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177114 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -22217872.000000 Penalty: 6007.243164
	Iteration 183Q: 3 clusters Score -2.221787e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177125 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -22217880.000000 Penalty: 6007.243164
	Iteration 184Q: 3 clusters Score -2.221788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177131 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -22217874.000000 Penalty: 6007.243164
	Iteration 185Q: 3 clusters Score -2.221787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177133 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -22217870.000000 Penalty: 6007.243164
	Iteration 186Q: 3 clusters Score -2.221787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177135 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -22217870.000000 Penalty: 6007.243164
	Iteration 187Q: 3 clusters Score -2.221787e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177139 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -22217880.000000 Penalty: 6007.243164
	Iteration 188Q: 3 clusters Score -2.221788e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177142 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -22217880.000000 Penalty: 6007.243164
	Iteration 189Q: 3 clusters Score -2.221788e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177144 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -22217870.000000 Penalty: 6007.243164
	Iteration 190Q: 3 clusters Score -2.221787e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177148 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -22217862.000000 Penalty: 6007.243164
	Iteration 191Q: 3 clusters Score -2.221786e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177154 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -22217878.000000 Penalty: 6007.243164
	Iteration 192Q: 3 clusters Score -2.221788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177160 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -22217878.000000 Penalty: 6007.243164
	Iteration 193Q: 3 clusters Score -2.221788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177166 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -22217890.000000 Penalty: 6007.243164
	Iteration 194Q: 3 clusters Score -2.221789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177170 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -22217874.000000 Penalty: 6007.243164
	Iteration 195Q: 3 clusters Score -2.221787e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177174 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -22217884.000000 Penalty: 6007.243164
	Iteration 196Q: 3 clusters Score -2.221788e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177177 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -22217884.000000 Penalty: 6007.243164
	Iteration 197Q: 3 clusters Score -2.221788e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177179 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -22217880.000000 Penalty: 6007.243164
	Iteration 198Q: 3 clusters Score -2.221788e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177181 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -22217872.000000 Penalty: 6007.243164
	Iteration 199Q: 3 clusters Score -2.221787e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177185 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -22217896.000000 Penalty: 6007.243164
	Iteration 200F: 3 clusters Score -2.22179e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177189 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -22217896.000000 Penalty: 6007.243164
	Iteration 201Q: 3 clusters Score -2.22179e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177194 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -22217896.000000 Penalty: 6007.243164
	Iteration 202Q: 3 clusters Score -2.22179e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177201 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -22217904.000000 Penalty: 6007.243164
	Iteration 203Q: 3 clusters Score -2.22179e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177207 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -22217906.000000 Penalty: 6007.243164
	Iteration 204Q: 3 clusters Score -2.221791e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177218 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -22217894.000000 Penalty: 6007.243164
	Iteration 205Q: 3 clusters Score -2.221789e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177235 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -22217888.000000 Penalty: 6007.243164
	Iteration 206Q: 3 clusters Score -2.221789e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177252 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -22217890.000000 Penalty: 6007.243164
	Iteration 207Q: 3 clusters Score -2.221789e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177266 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -22217902.000000 Penalty: 6007.243164
	Iteration 208Q: 3 clusters Score -2.22179e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177281 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -22217916.000000 Penalty: 6007.243164
	Iteration 209Q: 3 clusters Score -2.221792e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177296 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -22217954.000000 Penalty: 6007.243164
	Iteration 210Q: 3 clusters Score -2.221795e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177309 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -22217946.000000 Penalty: 6007.243164
	Iteration 211Q: 3 clusters Score -2.221795e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177317 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -22217958.000000 Penalty: 6007.243164
	Iteration 212Q: 3 clusters Score -2.221796e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177327 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -22217962.000000 Penalty: 6007.243164
	Iteration 213Q: 3 clusters Score -2.221796e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177335 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -22217960.000000 Penalty: 6007.243164
	Iteration 214Q: 3 clusters Score -2.221796e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177344 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -22217962.000000 Penalty: 6007.243164
	Iteration 215Q: 3 clusters Score -2.221796e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177352 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -22217962.000000 Penalty: 6007.243164
	Iteration 216Q: 3 clusters Score -2.221796e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177364 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -22217952.000000 Penalty: 6007.243164
	Iteration 217Q: 3 clusters Score -2.221795e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177372 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -22217962.000000 Penalty: 6007.243164
	Iteration 218Q: 3 clusters Score -2.221796e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177377 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -22217966.000000 Penalty: 6007.243164
	Iteration 219Q: 3 clusters Score -2.221797e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177385 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -22217956.000000 Penalty: 6007.243164
	Iteration 220F: 3 clusters Score -2.221796e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177392 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -22217960.000000 Penalty: 6007.243164
	Iteration 221Q: 3 clusters Score -2.221796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177393 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -22217966.000000 Penalty: 6007.243164
	Iteration 222Q: 3 clusters Score -2.221797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177394 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -22217964.000000 Penalty: 6007.243164
	Iteration 223Q: 3 clusters Score -2.221796e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177394 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -22217964.000000 Penalty: 6007.243164
	Iteration 224F: 3 clusters Score -2.221796e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (320927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320927 members 
Entering Unmasked Estep 
Score: -39047940.000000 Penalty: 3144.384521
	Iteration 0F: 2 clusters Score -3.904794e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160083 members 
Mstep: Class 2 contains 160844 members 
Entering Unmasked Estep 
Score: -38864756.000000 Penalty: 6288.769043
	Iteration 0F: 3 clusters Score -3.886476e+07 nChanged 155310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149935 members 
Mstep: Class 2 contains 170992 members 
Entering Unmasked Estep 
Score: -38959004.000000 Penalty: 6288.769043
	Iteration 1F: 3 clusters Score -3.8959e+07 nChanged 11495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142976 members 
Mstep: Class 2 contains 177951 members 
Entering Unmasked Estep 
Score: -38962560.000000 Penalty: 6288.769043
	Iteration 2Q: 3 clusters Score -3.896256e+07 nChanged 14638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132220 members 
Mstep: Class 2 contains 188707 members 
Entering Unmasked Estep 
Score: -38967400.000000 Penalty: 6288.769043
	Iteration 3Q: 3 clusters Score -3.89674e+07 nChanged 18742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117184 members 
Mstep: Class 2 contains 203743 members 
Entering Unmasked Estep 
Score: -38974224.000000 Penalty: 6288.769043
	Iteration 4F: 3 clusters Score -3.897422e+07 nChanged 21958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98664 members 
Mstep: Class 2 contains 222263 members 
Entering Unmasked Estep 
Score: -38983228.000000 Penalty: 6288.769043
	Iteration 5F: 3 clusters Score -3.898323e+07 nChanged 22745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78759 members 
Mstep: Class 2 contains 242168 members 
Entering Unmasked Estep 
Score: -38993832.000000 Penalty: 6288.769043
	Iteration 6F: 3 clusters Score -3.899383e+07 nChanged 20770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59751 members 
Mstep: Class 2 contains 261176 members 
Entering Unmasked Estep 
Score: -39004156.000000 Penalty: 6288.769043
	Iteration 7F: 3 clusters Score -3.900416e+07 nChanged 17436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42999 members 
Mstep: Class 2 contains 277928 members 
Entering Unmasked Estep 
Score: -39014528.000000 Penalty: 6288.769043
	Iteration 8F: 3 clusters Score -3.901453e+07 nChanged 13894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29251 members 
Mstep: Class 2 contains 291676 members 
Entering Unmasked Estep 
Score: -39023284.000000 Penalty: 6288.769043
	Iteration 9Q: 3 clusters Score -3.902328e+07 nChanged 10496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 302148 members 
Entering Unmasked Estep 
Score: -39030340.000000 Penalty: 6288.769043
	Iteration 10Q: 3 clusters Score -3.903034e+07 nChanged 7353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 309499 members 
Entering Unmasked Estep 
Score: -39036372.000000 Penalty: 6288.769043
	Iteration 11Q: 3 clusters Score -3.903637e+07 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 314140 members 
Entering Unmasked Estep 
Score: -39039928.000000 Penalty: 6288.769043
	Iteration 12Q: 3 clusters Score -3.903993e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 316789 members 
Entering Unmasked Estep 
Score: -39042292.000000 Penalty: 6288.769043
	Iteration 13Q: 3 clusters Score -3.904229e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 318244 members 
Entering Unmasked Estep 
Score: -39043580.000000 Penalty: 6288.769043
	Iteration 14Q: 3 clusters Score -3.904358e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 318987 members 
Entering Unmasked Estep 
Score: -39044160.000000 Penalty: 6288.769043
	Iteration 15Q: 3 clusters Score -3.904416e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 319390 members 
Entering Unmasked Estep 
Score: -39044388.000000 Penalty: 6288.769043
	Iteration 16Q: 3 clusters Score -3.904439e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 319640 members 
Entering Unmasked Estep 
Score: -39044596.000000 Penalty: 6288.769043
	Iteration 17Q: 3 clusters Score -3.90446e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 319774 members 
Entering Unmasked Estep 
Score: -39044748.000000 Penalty: 6288.769043
	Iteration 18Q: 3 clusters Score -3.904475e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 319849 members 
Entering Unmasked Estep 
Score: -39044832.000000 Penalty: 6288.769043
	Iteration 19Q: 3 clusters Score -3.904483e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 319916 members 
Entering Unmasked Estep 
Score: -39044848.000000 Penalty: 6288.769043
	Iteration 20F: 3 clusters Score -3.904485e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 319954 members 
Entering Unmasked Estep 
Score: -39044884.000000 Penalty: 6288.769043
	Iteration 21Q: 3 clusters Score -3.904488e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 319972 members 
Entering Unmasked Estep 
Score: -39044920.000000 Penalty: 6288.769043
	Iteration 22Q: 3 clusters Score -3.904492e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 319993 members 
Entering Unmasked Estep 
Score: -39044920.000000 Penalty: 6288.769043
	Iteration 23Q: 3 clusters Score -3.904492e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 319998 members 
Entering Unmasked Estep 
Score: -39044944.000000 Penalty: 6288.769043
	Iteration 24Q: 3 clusters Score -3.904494e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 320005 members 
Entering Unmasked Estep 
Score: -39044948.000000 Penalty: 6288.769043
	Iteration 25Q: 3 clusters Score -3.904495e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 320016 members 
Entering Unmasked Estep 
Score: -39044972.000000 Penalty: 6288.769043
	Iteration 26Q: 3 clusters Score -3.904497e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 320020 members 
Entering Unmasked Estep 
Score: -39044952.000000 Penalty: 6288.769043
	Iteration 27Q: 3 clusters Score -3.904495e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 320026 members 
Entering Unmasked Estep 
Score: -39044980.000000 Penalty: 6288.769043
	Iteration 28Q: 3 clusters Score -3.904498e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 320036 members 
Entering Unmasked Estep 
Score: -39045000.000000 Penalty: 6288.769043
	Iteration 29Q: 3 clusters Score -3.9045e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 320037 members 
Entering Unmasked Estep 
Score: -39045000.000000 Penalty: 6288.769043
	Iteration 30Q: 3 clusters Score -3.9045e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 320037 members 
Entering Unmasked Estep 
Score: -39045000.000000 Penalty: 6288.769043
	Iteration 31Q: 3 clusters Score -3.9045e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 320041 members 
Entering Unmasked Estep 
Score: -39045020.000000 Penalty: 6288.769043
	Iteration 32Q: 3 clusters Score -3.904502e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 320041 members 
Entering Unmasked Estep 
Score: -39044988.000000 Penalty: 6288.769043
	Iteration 33Q: 3 clusters Score -3.904499e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 320042 members 
Entering Unmasked Estep 
Score: -39044988.000000 Penalty: 6288.769043
	Iteration 34Q: 3 clusters Score -3.904499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 320041 members 
Entering Unmasked Estep 
Score: -39045004.000000 Penalty: 6288.769043
	Iteration 35Q: 3 clusters Score -3.9045e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 320039 members 
Entering Unmasked Estep 
Score: -39045004.000000 Penalty: 6288.769043
	Iteration 36Q: 3 clusters Score -3.9045e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 320040 members 
Entering Unmasked Estep 
Score: -39045016.000000 Penalty: 6288.769043
	Iteration 37Q: 3 clusters Score -3.904502e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 320041 members 
Entering Unmasked Estep 
Score: -39045016.000000 Penalty: 6288.769043
	Iteration 38Q: 3 clusters Score -3.904502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 320039 members 
Entering Unmasked Estep 
Score: -39045012.000000 Penalty: 6288.769043
	Iteration 39Q: 3 clusters Score -3.904501e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 320039 members 
Entering Unmasked Estep 
Score: -39045028.000000 Penalty: 6288.769043
	Iteration 40F: 3 clusters Score -3.904503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 320040 members 
Entering Unmasked Estep 
Score: -39045032.000000 Penalty: 6288.769043
	Iteration 41Q: 3 clusters Score -3.904503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 320041 members 
Entering Unmasked Estep 
Score: -39045028.000000 Penalty: 6288.769043
	Iteration 42Q: 3 clusters Score -3.904503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 320042 members 
Entering Unmasked Estep 
Score: -39045044.000000 Penalty: 6288.769043
	Iteration 43Q: 3 clusters Score -3.904504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 320042 members 
Entering Unmasked Estep 
Score: -39045032.000000 Penalty: 6288.769043
	Iteration 44Q: 3 clusters Score -3.904503e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 320043 members 
Entering Unmasked Estep 
Score: -39045036.000000 Penalty: 6288.769043
	Iteration 45Q: 3 clusters Score -3.904504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 320044 members 
Entering Unmasked Estep 
Score: -39045048.000000 Penalty: 6288.769043
	Iteration 46Q: 3 clusters Score -3.904505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 320045 members 
Entering Unmasked Estep 
Score: -39045036.000000 Penalty: 6288.769043
	Iteration 47Q: 3 clusters Score -3.904504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 320048 members 
Entering Unmasked Estep 
Score: -39045032.000000 Penalty: 6288.769043
	Iteration 48Q: 3 clusters Score -3.904503e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 320051 members 
Entering Unmasked Estep 
Score: -39045060.000000 Penalty: 6288.769043
	Iteration 49Q: 3 clusters Score -3.904506e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 320053 members 
Entering Unmasked Estep 
Score: -39045052.000000 Penalty: 6288.769043
	Iteration 50Q: 3 clusters Score -3.904505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 320055 members 
Entering Unmasked Estep 
Score: -39045044.000000 Penalty: 6288.769043
	Iteration 51Q: 3 clusters Score -3.904504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 320057 members 
Entering Unmasked Estep 
Score: -39045032.000000 Penalty: 6288.769043
	Iteration 52Q: 3 clusters Score -3.904503e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 320057 members 
Entering Unmasked Estep 
Score: -39045032.000000 Penalty: 6288.769043
	Iteration 53F: 3 clusters Score -3.904503e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Entering Unmasked Estep 
Score: -1032281.750000 Penalty: 2247.824951
	Iteration 0F: 2 clusters Score -1032282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1025553.625000 Penalty: 4495.649902
	Iteration 0F: 3 clusters Score -1025554 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1027687.000000 Penalty: 4495.649902
	Iteration 1F: 3 clusters Score -1027687 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1028262.437500 Penalty: 4495.649902
	Iteration 2F: 3 clusters Score -1028262 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1029007.000000 Penalty: 4495.649902
	Iteration 3F: 3 clusters Score -1029007 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1029917.187500 Penalty: 4495.649902
	Iteration 4F: 3 clusters Score -1029917 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1030772.062500 Penalty: 4495.649902
	Iteration 5F: 3 clusters Score -1030772 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1031376.062500 Penalty: 4495.649902
	Iteration 6F: 3 clusters Score -1031376 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1031642.187500 Penalty: 4495.649902
	Iteration 7Q: 3 clusters Score -1031642 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1031762.812500 Penalty: 4495.649902
	Iteration 8Q: 3 clusters Score -1031763 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1031823.375000 Penalty: 4495.649902
	Iteration 9Q: 3 clusters Score -1031823 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1031854.375000 Penalty: 4495.649902
	Iteration 10Q: 3 clusters Score -1031854 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1031873.062500 Penalty: 4495.649902
	Iteration 11Q: 3 clusters Score -1031873 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1031891.250000 Penalty: 4495.649902
	Iteration 12Q: 3 clusters Score -1031891 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1031898.687500 Penalty: 4495.649902
	Iteration 13Q: 3 clusters Score -1031899 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1031904.000000 Penalty: 4495.649902
	Iteration 14Q: 3 clusters Score -1031904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1031908.937500 Penalty: 4495.649902
	Iteration 15Q: 3 clusters Score -1031909 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1031913.937500 Penalty: 4495.649902
	Iteration 16Q: 3 clusters Score -1031914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1031913.250000 Penalty: 4495.649902
	Iteration 17Q: 3 clusters Score -1031913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1031916.500000 Penalty: 4495.649902
	Iteration 18Q: 3 clusters Score -1031916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1031916.062500 Penalty: 4495.649902
	Iteration 19Q: 3 clusters Score -1031916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1031917.125000 Penalty: 4495.649902
	Iteration 20F: 3 clusters Score -1031917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1031918.500000 Penalty: 4495.649902
	Iteration 21Q: 3 clusters Score -1031918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1031917.750000 Penalty: 4495.649902
	Iteration 22Q: 3 clusters Score -1031918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1031917.937500 Penalty: 4495.649902
	Iteration 23Q: 3 clusters Score -1031918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1031919.375000 Penalty: 4495.649902
	Iteration 24Q: 3 clusters Score -1031919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1031918.687500 Penalty: 4495.649902
	Iteration 25Q: 3 clusters Score -1031919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1031919.937500 Penalty: 4495.649902
	Iteration 26Q: 3 clusters Score -1031920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1031919.500000 Penalty: 4495.649902
	Iteration 27Q: 3 clusters Score -1031920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1031920.750000 Penalty: 4495.649902
	Iteration 28Q: 3 clusters Score -1031921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1031921.750000 Penalty: 4495.649902
	Iteration 29Q: 3 clusters Score -1031922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1031921.437500 Penalty: 4495.649902
	Iteration 30Q: 3 clusters Score -1031921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1031921.437500 Penalty: 4495.649902
	Iteration 31F: 3 clusters Score -1031921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (179526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179526 members 
Entering Unmasked Estep 
Score: -22150368.000000 Penalty: 3000.322510
	Iteration 0F: 2 clusters Score -2.215037e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89973 members 
Mstep: Class 2 contains 89553 members 
Entering Unmasked Estep 
Score: -22030828.000000 Penalty: 6000.645020
	Iteration 0F: 3 clusters Score -2.203083e+07 nChanged 85984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95781 members 
Mstep: Class 2 contains 83745 members 
Entering Unmasked Estep 
Score: -22081990.000000 Penalty: 6000.645020
	Iteration 1F: 3 clusters Score -2.208199e+07 nChanged 7168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99879 members 
Mstep: Class 2 contains 79647 members 
Entering Unmasked Estep 
Score: -22084336.000000 Penalty: 6000.645020
	Iteration 2Q: 3 clusters Score -2.208434e+07 nChanged 8516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105883 members 
Mstep: Class 2 contains 73643 members 
Entering Unmasked Estep 
Score: -22087658.000000 Penalty: 6000.645020
	Iteration 3Q: 3 clusters Score -2.208766e+07 nChanged 10631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114410 members 
Mstep: Class 2 contains 65116 members 
Entering Unmasked Estep 
Score: -22093462.000000 Penalty: 6000.645020
	Iteration 4F: 3 clusters Score -2.209346e+07 nChanged 12607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125501 members 
Mstep: Class 2 contains 54025 members 
Entering Unmasked Estep 
Score: -22101582.000000 Penalty: 6000.645020
	Iteration 5F: 3 clusters Score -2.210158e+07 nChanged 13810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138449 members 
Mstep: Class 2 contains 41077 members 
Entering Unmasked Estep 
Score: -22112082.000000 Penalty: 6000.645020
	Iteration 6F: 3 clusters Score -2.211208e+07 nChanged 13567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151714 members 
Mstep: Class 2 contains 27812 members 
Entering Unmasked Estep 
Score: -22123758.000000 Penalty: 6000.645020
	Iteration 7F: 3 clusters Score -2.212376e+07 nChanged 11460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163098 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -22134090.000000 Penalty: 6000.645020
	Iteration 8F: 3 clusters Score -2.213409e+07 nChanged 8095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171189 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -22141220.000000 Penalty: 6000.645020
	Iteration 9Q: 3 clusters Score -2.214122e+07 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175653 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -22144922.000000 Penalty: 6000.645020
	Iteration 10Q: 3 clusters Score -2.214492e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177825 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -22146538.000000 Penalty: 6000.645020
	Iteration 11Q: 3 clusters Score -2.214654e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178637 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -22147188.000000 Penalty: 6000.645020
	Iteration 12Q: 3 clusters Score -2.214719e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178932 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -22147500.000000 Penalty: 6000.645020
	Iteration 13Q: 3 clusters Score -2.21475e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179065 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -22147654.000000 Penalty: 6000.645020
	Iteration 14Q: 3 clusters Score -2.214765e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179107 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -22147712.000000 Penalty: 6000.645020
	Iteration 15Q: 3 clusters Score -2.214771e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179137 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -22147704.000000 Penalty: 6000.645020
	Iteration 16Q: 3 clusters Score -2.21477e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179147 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -22147734.000000 Penalty: 6000.645020
	Iteration 17Q: 3 clusters Score -2.214773e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179159 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -22147750.000000 Penalty: 6000.645020
	Iteration 18Q: 3 clusters Score -2.214775e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179163 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -22147758.000000 Penalty: 6000.645020
	Iteration 19Q: 3 clusters Score -2.214776e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179168 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -22147758.000000 Penalty: 6000.645020
	Iteration 20F: 3 clusters Score -2.214776e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179170 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -22147760.000000 Penalty: 6000.645020
	Iteration 21Q: 3 clusters Score -2.214776e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179173 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -22147754.000000 Penalty: 6000.645020
	Iteration 22Q: 3 clusters Score -2.214775e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179175 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -22147750.000000 Penalty: 6000.645020
	Iteration 23Q: 3 clusters Score -2.214775e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179175 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -22147750.000000 Penalty: 6000.645020
	Iteration 24F: 3 clusters Score -2.214775e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Entering Unmasked Estep 
Score: -1888138.750000 Penalty: 2407.498535
	Iteration 0F: 2 clusters Score -1888139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1876392.000000 Penalty: 4814.997070
	Iteration 0F: 3 clusters Score -1876392 nChanged 7090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1880325.750000 Penalty: 4814.997070
	Iteration 1F: 3 clusters Score -1880326 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1881051.625000 Penalty: 4814.997070
	Iteration 2F: 3 clusters Score -1881052 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1882018.625000 Penalty: 4814.997070
	Iteration 3F: 3 clusters Score -1882019 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1883402.000000 Penalty: 4814.997070
	Iteration 4F: 3 clusters Score -1883402 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1885034.500000 Penalty: 4814.997070
	Iteration 5F: 3 clusters Score -1885034 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1886234.250000 Penalty: 4814.997070
	Iteration 6F: 3 clusters Score -1886234 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1886849.000000 Penalty: 4814.997070
	Iteration 7F: 3 clusters Score -1886849 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1887059.875000 Penalty: 4814.997070
	Iteration 8Q: 3 clusters Score -1887060 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1887130.875000 Penalty: 4814.997070
	Iteration 9Q: 3 clusters Score -1887131 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1887162.625000 Penalty: 4814.997070
	Iteration 10Q: 3 clusters Score -1887163 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1887188.125000 Penalty: 4814.997070
	Iteration 11Q: 3 clusters Score -1887188 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1887206.125000 Penalty: 4814.997070
	Iteration 12Q: 3 clusters Score -1887206 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1887213.250000 Penalty: 4814.997070
	Iteration 13Q: 3 clusters Score -1887213 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1887218.375000 Penalty: 4814.997070
	Iteration 14Q: 3 clusters Score -1887218 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1887217.875000 Penalty: 4814.997070
	Iteration 15Q: 3 clusters Score -1887218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1887216.000000 Penalty: 4814.997070
	Iteration 16Q: 3 clusters Score -1887216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1887220.125000 Penalty: 4814.997070
	Iteration 17Q: 3 clusters Score -1887220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1887213.875000 Penalty: 4814.997070
	Iteration 18Q: 3 clusters Score -1887214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1887210.125000 Penalty: 4814.997070
	Iteration 19Q: 3 clusters Score -1887210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1887213.625000 Penalty: 4814.997070
	Iteration 20F: 3 clusters Score -1887214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1887212.875000 Penalty: 4814.997070
	Iteration 21Q: 3 clusters Score -1887213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1887212.750000 Penalty: 4814.997070
	Iteration 22Q: 3 clusters Score -1887213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1887210.125000 Penalty: 4814.997070
	Iteration 23Q: 3 clusters Score -1887210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1887210.125000 Penalty: 4814.997070
	Iteration 24F: 3 clusters Score -1887210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -1448819.625000 Penalty: 2332.256592
	Iteration 0F: 2 clusters Score -1448820 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 6093 members 
Entering Unmasked Estep 
Score: -1439744.250000 Penalty: 4664.513184
	Iteration 0F: 3 clusters Score -1439744 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1442470.250000 Penalty: 4664.513184
	Iteration 1F: 3 clusters Score -1442470 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1442778.375000 Penalty: 4664.513184
	Iteration 2F: 3 clusters Score -1442778 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1443021.875000 Penalty: 4664.513184
	Iteration 3Q: 3 clusters Score -1443022 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1443207.250000 Penalty: 4664.513184
	Iteration 4Q: 3 clusters Score -1443207 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1443379.625000 Penalty: 4664.513184
	Iteration 5Q: 3 clusters Score -1443380 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1443527.625000 Penalty: 4664.513184
	Iteration 6Q: 3 clusters Score -1443528 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1443668.250000 Penalty: 4664.513184
	Iteration 7Q: 3 clusters Score -1443668 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1443837.625000 Penalty: 4664.513184
	Iteration 8Q: 3 clusters Score -1443838 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1444066.125000 Penalty: 4664.513184
	Iteration 9Q: 3 clusters Score -1444066 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1444396.000000 Penalty: 4664.513184
	Iteration 10Q: 3 clusters Score -1444396 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1444838.500000 Penalty: 4664.513184
	Iteration 11F: 3 clusters Score -1444838 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1445314.875000 Penalty: 4664.513184
	Iteration 12F: 3 clusters Score -1445315 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1445754.500000 Penalty: 4664.513184
	Iteration 13Q: 3 clusters Score -1445754 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1446082.000000 Penalty: 4664.513184
	Iteration 14Q: 3 clusters Score -1446082 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1446310.125000 Penalty: 4664.513184
	Iteration 15Q: 3 clusters Score -1446310 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1446474.875000 Penalty: 4664.513184
	Iteration 16Q: 3 clusters Score -1446475 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1446574.250000 Penalty: 4664.513184
	Iteration 17Q: 3 clusters Score -1446574 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1446658.875000 Penalty: 4664.513184
	Iteration 18Q: 3 clusters Score -1446659 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1446709.125000 Penalty: 4664.513184
	Iteration 19Q: 3 clusters Score -1446709 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1446742.250000 Penalty: 4664.513184
	Iteration 20F: 3 clusters Score -1446742 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1446767.875000 Penalty: 4664.513184
	Iteration 21Q: 3 clusters Score -1446768 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1446792.250000 Penalty: 4664.513184
	Iteration 22Q: 3 clusters Score -1446792 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1446814.000000 Penalty: 4664.513184
	Iteration 23Q: 3 clusters Score -1446814 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -1446832.250000 Penalty: 4664.513184
	Iteration 24Q: 3 clusters Score -1446832 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1446840.375000 Penalty: 4664.513184
	Iteration 25Q: 3 clusters Score -1446840 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1446854.125000 Penalty: 4664.513184
	Iteration 26Q: 3 clusters Score -1446854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1446861.250000 Penalty: 4664.513184
	Iteration 27Q: 3 clusters Score -1446861 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1446868.625000 Penalty: 4664.513184
	Iteration 28Q: 3 clusters Score -1446869 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1446872.500000 Penalty: 4664.513184
	Iteration 29Q: 3 clusters Score -1446872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1446878.750000 Penalty: 4664.513184
	Iteration 30Q: 3 clusters Score -1446879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1446879.750000 Penalty: 4664.513184
	Iteration 31Q: 3 clusters Score -1446880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1446882.125000 Penalty: 4664.513184
	Iteration 32Q: 3 clusters Score -1446882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1446882.000000 Penalty: 4664.513184
	Iteration 33Q: 3 clusters Score -1446882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1446883.625000 Penalty: 4664.513184
	Iteration 34Q: 3 clusters Score -1446884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1446883.875000 Penalty: 4664.513184
	Iteration 35Q: 3 clusters Score -1446884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1446883.000000 Penalty: 4664.513184
	Iteration 36Q: 3 clusters Score -1446883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1446882.500000 Penalty: 4664.513184
	Iteration 37Q: 3 clusters Score -1446882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1446882.500000 Penalty: 4664.513184
	Iteration 38F: 3 clusters Score -1446882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Entering Unmasked Estep 
Score: -1649678.250000 Penalty: 2376.243652
	Iteration 0F: 2 clusters Score -1649678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1639166.000000 Penalty: 4752.487305
	Iteration 0F: 3 clusters Score -1639166 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1642491.250000 Penalty: 4752.487305
	Iteration 1F: 3 clusters Score -1642491 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1642895.000000 Penalty: 4752.487305
	Iteration 2F: 3 clusters Score -1642895 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1643258.375000 Penalty: 4752.487305
	Iteration 3F: 3 clusters Score -1643258 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1643609.500000 Penalty: 4752.487305
	Iteration 4Q: 3 clusters Score -1643610 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1643943.375000 Penalty: 4752.487305
	Iteration 5Q: 3 clusters Score -1643943 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1644264.375000 Penalty: 4752.487305
	Iteration 6Q: 3 clusters Score -1644264 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1644552.250000 Penalty: 4752.487305
	Iteration 7Q: 3 clusters Score -1644552 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1644835.500000 Penalty: 4752.487305
	Iteration 8Q: 3 clusters Score -1644836 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1645062.875000 Penalty: 4752.487305
	Iteration 9Q: 3 clusters Score -1645063 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1645278.750000 Penalty: 4752.487305
	Iteration 10Q: 3 clusters Score -1645279 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1645453.750000 Penalty: 4752.487305
	Iteration 11Q: 3 clusters Score -1645454 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1645627.625000 Penalty: 4752.487305
	Iteration 12Q: 3 clusters Score -1645628 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1645786.375000 Penalty: 4752.487305
	Iteration 13Q: 3 clusters Score -1645786 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1645943.625000 Penalty: 4752.487305
	Iteration 14Q: 3 clusters Score -1645944 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1646054.000000 Penalty: 4752.487305
	Iteration 15Q: 3 clusters Score -1646054 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1646139.500000 Penalty: 4752.487305
	Iteration 16Q: 3 clusters Score -1646140 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1646210.500000 Penalty: 4752.487305
	Iteration 17Q: 3 clusters Score -1646210 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1646274.875000 Penalty: 4752.487305
	Iteration 18Q: 3 clusters Score -1646275 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1646329.000000 Penalty: 4752.487305
	Iteration 19Q: 3 clusters Score -1646329 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1646383.375000 Penalty: 4752.487305
	Iteration 20F: 3 clusters Score -1646383 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1646428.500000 Penalty: 4752.487305
	Iteration 21Q: 3 clusters Score -1646428 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1646450.000000 Penalty: 4752.487305
	Iteration 22Q: 3 clusters Score -1646450 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1646477.625000 Penalty: 4752.487305
	Iteration 23Q: 3 clusters Score -1646478 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1646494.000000 Penalty: 4752.487305
	Iteration 24Q: 3 clusters Score -1646494 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1646514.875000 Penalty: 4752.487305
	Iteration 25Q: 3 clusters Score -1646515 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1646525.875000 Penalty: 4752.487305
	Iteration 26Q: 3 clusters Score -1646526 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1646544.500000 Penalty: 4752.487305
	Iteration 27Q: 3 clusters Score -1646544 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1646555.250000 Penalty: 4752.487305
	Iteration 28Q: 3 clusters Score -1646555 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1646572.750000 Penalty: 4752.487305
	Iteration 29Q: 3 clusters Score -1646573 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1646577.875000 Penalty: 4752.487305
	Iteration 30Q: 3 clusters Score -1646578 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1646593.250000 Penalty: 4752.487305
	Iteration 31Q: 3 clusters Score -1646593 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1646604.875000 Penalty: 4752.487305
	Iteration 32Q: 3 clusters Score -1646605 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1646615.750000 Penalty: 4752.487305
	Iteration 33Q: 3 clusters Score -1646616 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1646625.875000 Penalty: 4752.487305
	Iteration 34Q: 3 clusters Score -1646626 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1646640.750000 Penalty: 4752.487305
	Iteration 35Q: 3 clusters Score -1646641 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1646654.375000 Penalty: 4752.487305
	Iteration 36Q: 3 clusters Score -1646654 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1646671.625000 Penalty: 4752.487305
	Iteration 37Q: 3 clusters Score -1646672 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1646688.500000 Penalty: 4752.487305
	Iteration 38Q: 3 clusters Score -1646688 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1646716.750000 Penalty: 4752.487305
	Iteration 39Q: 3 clusters Score -1646717 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1646737.375000 Penalty: 4752.487305
	Iteration 40F: 3 clusters Score -1646737 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1646764.875000 Penalty: 4752.487305
	Iteration 41Q: 3 clusters Score -1646765 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1646778.875000 Penalty: 4752.487305
	Iteration 42Q: 3 clusters Score -1646779 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1646804.250000 Penalty: 4752.487305
	Iteration 43Q: 3 clusters Score -1646804 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1646836.250000 Penalty: 4752.487305
	Iteration 44Q: 3 clusters Score -1646836 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1646875.625000 Penalty: 4752.487305
	Iteration 45Q: 3 clusters Score -1646876 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1646918.875000 Penalty: 4752.487305
	Iteration 46Q: 3 clusters Score -1646919 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1646972.250000 Penalty: 4752.487305
	Iteration 47Q: 3 clusters Score -1646972 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1647031.625000 Penalty: 4752.487305
	Iteration 48Q: 3 clusters Score -1647032 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1647112.500000 Penalty: 4752.487305
	Iteration 49Q: 3 clusters Score -1647112 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1647187.500000 Penalty: 4752.487305
	Iteration 50Q: 3 clusters Score -1647188 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1647269.750000 Penalty: 4752.487305
	Iteration 51Q: 3 clusters Score -1647270 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1647330.000000 Penalty: 4752.487305
	Iteration 52Q: 3 clusters Score -1647330 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1647403.625000 Penalty: 4752.487305
	Iteration 53Q: 3 clusters Score -1647404 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1647460.375000 Penalty: 4752.487305
	Iteration 54Q: 3 clusters Score -1647460 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1647498.000000 Penalty: 4752.487305
	Iteration 55Q: 3 clusters Score -1647498 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -1647541.250000 Penalty: 4752.487305
	Iteration 56Q: 3 clusters Score -1647541 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1647580.625000 Penalty: 4752.487305
	Iteration 57Q: 3 clusters Score -1647581 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1647614.875000 Penalty: 4752.487305
	Iteration 58Q: 3 clusters Score -1647615 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1647644.000000 Penalty: 4752.487305
	Iteration 59Q: 3 clusters Score -1647644 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -1647672.500000 Penalty: 4752.487305
	Iteration 60F: 3 clusters Score -1647672 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1647698.500000 Penalty: 4752.487305
	Iteration 61Q: 3 clusters Score -1647698 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1647713.875000 Penalty: 4752.487305
	Iteration 62Q: 3 clusters Score -1647714 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1647731.250000 Penalty: 4752.487305
	Iteration 63Q: 3 clusters Score -1647731 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -1647751.375000 Penalty: 4752.487305
	Iteration 64Q: 3 clusters Score -1647751 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1647764.500000 Penalty: 4752.487305
	Iteration 65Q: 3 clusters Score -1647764 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1647777.375000 Penalty: 4752.487305
	Iteration 66Q: 3 clusters Score -1647777 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1647791.375000 Penalty: 4752.487305
	Iteration 67Q: 3 clusters Score -1647791 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1647808.500000 Penalty: 4752.487305
	Iteration 68Q: 3 clusters Score -1647808 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -1647822.250000 Penalty: 4752.487305
	Iteration 69Q: 3 clusters Score -1647822 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1647837.625000 Penalty: 4752.487305
	Iteration 70Q: 3 clusters Score -1647838 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1647840.500000 Penalty: 4752.487305
	Iteration 71Q: 3 clusters Score -1647840 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1647855.250000 Penalty: 4752.487305
	Iteration 72Q: 3 clusters Score -1647855 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -1647868.000000 Penalty: 4752.487305
	Iteration 73Q: 3 clusters Score -1647868 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1647876.875000 Penalty: 4752.487305
	Iteration 74Q: 3 clusters Score -1647877 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -1647890.375000 Penalty: 4752.487305
	Iteration 75Q: 3 clusters Score -1647890 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -1647898.375000 Penalty: 4752.487305
	Iteration 76Q: 3 clusters Score -1647898 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -1647907.500000 Penalty: 4752.487305
	Iteration 77Q: 3 clusters Score -1647908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -1647912.625000 Penalty: 4752.487305
	Iteration 78Q: 3 clusters Score -1647913 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1647918.000000 Penalty: 4752.487305
	Iteration 79Q: 3 clusters Score -1647918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -1647921.500000 Penalty: 4752.487305
	Iteration 80F: 3 clusters Score -1647922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -1647922.000000 Penalty: 4752.487305
	Iteration 81Q: 3 clusters Score -1647922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -1647925.625000 Penalty: 4752.487305
	Iteration 82Q: 3 clusters Score -1647926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -1647925.875000 Penalty: 4752.487305
	Iteration 83Q: 3 clusters Score -1647926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -1647926.875000 Penalty: 4752.487305
	Iteration 84Q: 3 clusters Score -1647927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -1647932.625000 Penalty: 4752.487305
	Iteration 85Q: 3 clusters Score -1647933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -1647932.750000 Penalty: 4752.487305
	Iteration 86Q: 3 clusters Score -1647933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -1647931.250000 Penalty: 4752.487305
	Iteration 87Q: 3 clusters Score -1647931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -1647935.375000 Penalty: 4752.487305
	Iteration 88Q: 3 clusters Score -1647935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -1647937.375000 Penalty: 4752.487305
	Iteration 89Q: 3 clusters Score -1647937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -1647938.125000 Penalty: 4752.487305
	Iteration 90Q: 3 clusters Score -1647938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -1647940.125000 Penalty: 4752.487305
	Iteration 91Q: 3 clusters Score -1647940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -1647942.750000 Penalty: 4752.487305
	Iteration 92Q: 3 clusters Score -1647943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -1647942.750000 Penalty: 4752.487305
	Iteration 93F: 3 clusters Score -1647943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Entering Unmasked Estep 
Score: -881501.687500 Penalty: 2228.017334
	Iteration 0F: 2 clusters Score -881501.7 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 3880 members 
Entering Unmasked Estep 
Score: -875185.687500 Penalty: 4456.034668
	Iteration 0F: 3 clusters Score -875185.7 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -877149.937500 Penalty: 4456.034668
	Iteration 1F: 3 clusters Score -877149.9 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -877636.062500 Penalty: 4456.034668
	Iteration 2F: 3 clusters Score -877636.1 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -878174.812500 Penalty: 4456.034668
	Iteration 3F: 3 clusters Score -878174.8 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -878777.187500 Penalty: 4456.034668
	Iteration 4F: 3 clusters Score -878777.2 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -879342.937500 Penalty: 4456.034668
	Iteration 5F: 3 clusters Score -879342.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -879737.500000 Penalty: 4456.034668
	Iteration 6F: 3 clusters Score -879737.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -879979.437500 Penalty: 4456.034668
	Iteration 7Q: 3 clusters Score -879979.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -880118.500000 Penalty: 4456.034668
	Iteration 8Q: 3 clusters Score -880118.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -880219.875000 Penalty: 4456.034668
	Iteration 9Q: 3 clusters Score -880219.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -880309.312500 Penalty: 4456.034668
	Iteration 10Q: 3 clusters Score -880309.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -880368.875000 Penalty: 4456.034668
	Iteration 11Q: 3 clusters Score -880368.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -880403.312500 Penalty: 4456.034668
	Iteration 12Q: 3 clusters Score -880403.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -880433.500000 Penalty: 4456.034668
	Iteration 13Q: 3 clusters Score -880433.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -880455.000000 Penalty: 4456.034668
	Iteration 14Q: 3 clusters Score -880455 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -880472.187500 Penalty: 4456.034668
	Iteration 15Q: 3 clusters Score -880472.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -880480.687500 Penalty: 4456.034668
	Iteration 16Q: 3 clusters Score -880480.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -880488.000000 Penalty: 4456.034668
	Iteration 17Q: 3 clusters Score -880488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -880495.875000 Penalty: 4456.034668
	Iteration 18Q: 3 clusters Score -880495.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -880498.062500 Penalty: 4456.034668
	Iteration 19Q: 3 clusters Score -880498.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -880503.312500 Penalty: 4456.034668
	Iteration 20F: 3 clusters Score -880503.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -880505.437500 Penalty: 4456.034668
	Iteration 21Q: 3 clusters Score -880505.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -880509.687500 Penalty: 4456.034668
	Iteration 22Q: 3 clusters Score -880509.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -880515.500000 Penalty: 4456.034668
	Iteration 23Q: 3 clusters Score -880515.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -880518.750000 Penalty: 4456.034668
	Iteration 24Q: 3 clusters Score -880518.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -880527.062500 Penalty: 4456.034668
	Iteration 25Q: 3 clusters Score -880527.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -880527.187500 Penalty: 4456.034668
	Iteration 26Q: 3 clusters Score -880527.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -880532.000000 Penalty: 4456.034668
	Iteration 27Q: 3 clusters Score -880532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -880537.937500 Penalty: 4456.034668
	Iteration 28Q: 3 clusters Score -880537.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -880542.500000 Penalty: 4456.034668
	Iteration 29Q: 3 clusters Score -880542.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -880546.375000 Penalty: 4456.034668
	Iteration 30Q: 3 clusters Score -880546.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -880547.625000 Penalty: 4456.034668
	Iteration 31Q: 3 clusters Score -880547.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -880546.875000 Penalty: 4456.034668
	Iteration 32Q: 3 clusters Score -880546.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -880547.500000 Penalty: 4456.034668
	Iteration 33Q: 3 clusters Score -880547.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -880546.812500 Penalty: 4456.034668
	Iteration 34Q: 3 clusters Score -880546.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -880546.812500 Penalty: 4456.034668
	Iteration 35F: 3 clusters Score -880546.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Entering Unmasked Estep 
Score: -2326699.000000 Penalty: 2447.036377
	Iteration 0F: 2 clusters Score -2326699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -2313008.250000 Penalty: 4894.072754
	Iteration 0F: 3 clusters Score -2313008 nChanged 8512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -2317631.000000 Penalty: 4894.072754
	Iteration 1F: 3 clusters Score -2317631 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -2318144.250000 Penalty: 4894.072754
	Iteration 2F: 3 clusters Score -2318144 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -2318597.750000 Penalty: 4894.072754
	Iteration 3F: 3 clusters Score -2318598 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -2318955.750000 Penalty: 4894.072754
	Iteration 4Q: 3 clusters Score -2318956 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -2319277.000000 Penalty: 4894.072754
	Iteration 5Q: 3 clusters Score -2319277 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -2319609.000000 Penalty: 4894.072754
	Iteration 6Q: 3 clusters Score -2319609 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -2319960.750000 Penalty: 4894.072754
	Iteration 7Q: 3 clusters Score -2319961 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -2320340.750000 Penalty: 4894.072754
	Iteration 8Q: 3 clusters Score -2320341 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -2320760.750000 Penalty: 4894.072754
	Iteration 9Q: 3 clusters Score -2320761 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -2321308.750000 Penalty: 4894.072754
	Iteration 10Q: 3 clusters Score -2321309 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -2321880.000000 Penalty: 4894.072754
	Iteration 11Q: 3 clusters Score -2321880 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -2322412.000000 Penalty: 4894.072754
	Iteration 12Q: 3 clusters Score -2322412 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -2322873.500000 Penalty: 4894.072754
	Iteration 13Q: 3 clusters Score -2322874 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -2323256.250000 Penalty: 4894.072754
	Iteration 14Q: 3 clusters Score -2323256 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -2323562.500000 Penalty: 4894.072754
	Iteration 15Q: 3 clusters Score -2323562 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -2323790.250000 Penalty: 4894.072754
	Iteration 16Q: 3 clusters Score -2323790 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -2323955.250000 Penalty: 4894.072754
	Iteration 17Q: 3 clusters Score -2323955 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -2324072.750000 Penalty: 4894.072754
	Iteration 18Q: 3 clusters Score -2324073 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2324189.750000 Penalty: 4894.072754
	Iteration 19Q: 3 clusters Score -2324190 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2324276.000000 Penalty: 4894.072754
	Iteration 20F: 3 clusters Score -2324276 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2324349.500000 Penalty: 4894.072754
	Iteration 21Q: 3 clusters Score -2324350 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2324419.000000 Penalty: 4894.072754
	Iteration 22Q: 3 clusters Score -2324419 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2324466.500000 Penalty: 4894.072754
	Iteration 23Q: 3 clusters Score -2324466 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2324506.000000 Penalty: 4894.072754
	Iteration 24Q: 3 clusters Score -2324506 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2324540.000000 Penalty: 4894.072754
	Iteration 25Q: 3 clusters Score -2324540 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2324566.750000 Penalty: 4894.072754
	Iteration 26Q: 3 clusters Score -2324567 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2324593.000000 Penalty: 4894.072754
	Iteration 27Q: 3 clusters Score -2324593 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2324616.750000 Penalty: 4894.072754
	Iteration 28Q: 3 clusters Score -2324617 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2324642.750000 Penalty: 4894.072754
	Iteration 29Q: 3 clusters Score -2324643 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2324656.250000 Penalty: 4894.072754
	Iteration 30Q: 3 clusters Score -2324656 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2324676.000000 Penalty: 4894.072754
	Iteration 31Q: 3 clusters Score -2324676 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2324680.500000 Penalty: 4894.072754
	Iteration 32Q: 3 clusters Score -2324680 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2324691.500000 Penalty: 4894.072754
	Iteration 33Q: 3 clusters Score -2324692 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2324701.750000 Penalty: 4894.072754
	Iteration 34Q: 3 clusters Score -2324702 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2324714.000000 Penalty: 4894.072754
	Iteration 35Q: 3 clusters Score -2324714 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2324724.500000 Penalty: 4894.072754
	Iteration 36Q: 3 clusters Score -2324724 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2324735.250000 Penalty: 4894.072754
	Iteration 37Q: 3 clusters Score -2324735 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2324748.750000 Penalty: 4894.072754
	Iteration 38Q: 3 clusters Score -2324749 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2324753.000000 Penalty: 4894.072754
	Iteration 39Q: 3 clusters Score -2324753 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2324765.500000 Penalty: 4894.072754
	Iteration 40F: 3 clusters Score -2324766 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2324771.250000 Penalty: 4894.072754
	Iteration 41Q: 3 clusters Score -2324771 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2324786.250000 Penalty: 4894.072754
	Iteration 42Q: 3 clusters Score -2324786 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2324790.500000 Penalty: 4894.072754
	Iteration 43Q: 3 clusters Score -2324790 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2324807.750000 Penalty: 4894.072754
	Iteration 44Q: 3 clusters Score -2324808 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2324809.250000 Penalty: 4894.072754
	Iteration 45Q: 3 clusters Score -2324809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2324814.250000 Penalty: 4894.072754
	Iteration 46Q: 3 clusters Score -2324814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2324816.750000 Penalty: 4894.072754
	Iteration 47Q: 3 clusters Score -2324817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2324817.250000 Penalty: 4894.072754
	Iteration 48Q: 3 clusters Score -2324817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2324825.250000 Penalty: 4894.072754
	Iteration 49Q: 3 clusters Score -2324825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2324825.750000 Penalty: 4894.072754
	Iteration 50Q: 3 clusters Score -2324826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2324824.750000 Penalty: 4894.072754
	Iteration 51Q: 3 clusters Score -2324825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2324826.750000 Penalty: 4894.072754
	Iteration 52Q: 3 clusters Score -2324827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2324826.250000 Penalty: 4894.072754
	Iteration 53Q: 3 clusters Score -2324826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2324828.500000 Penalty: 4894.072754
	Iteration 54Q: 3 clusters Score -2324828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2324827.250000 Penalty: 4894.072754
	Iteration 55Q: 3 clusters Score -2324827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2324830.750000 Penalty: 4894.072754
	Iteration 56Q: 3 clusters Score -2324831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2324830.000000 Penalty: 4894.072754
	Iteration 57Q: 3 clusters Score -2324830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2324830.000000 Penalty: 4894.072754
	Iteration 58F: 3 clusters Score -2324830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -43601.976562 Penalty: 1514.541626
	Iteration 0F: 2 clusters Score -43601.98 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 224 members 
Entering Unmasked Estep 
Score: -42181.875000 Penalty: 3029.083252
	Iteration 0F: 3 clusters Score -42181.88 nChanged 81
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: -42423.941406 Penalty: 3029.083252
	Iteration 1F: 3 clusters Score -42423.94 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -42587.878906 Penalty: 3029.083252
	Iteration 2F: 3 clusters Score -42587.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -42709.386719 Penalty: 3029.083252
	Iteration 3F: 3 clusters Score -42709.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -42801.632812 Penalty: 3029.083252
	Iteration 4Q: 3 clusters Score -42801.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -42910.359375 Penalty: 3029.083252
	Iteration 5Q: 3 clusters Score -42910.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -43013.789062 Penalty: 3029.083252
	Iteration 6Q: 3 clusters Score -43013.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -43086.847656 Penalty: 3029.083252
	Iteration 7Q: 3 clusters Score -43086.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -43139.363281 Penalty: 3029.083252
	Iteration 8Q: 3 clusters Score -43139.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -43165.027344 Penalty: 3029.083252
	Iteration 9Q: 3 clusters Score -43165.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -43212.464844 Penalty: 3029.083252
	Iteration 10Q: 3 clusters Score -43212.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -43245.273438 Penalty: 3029.083252
	Iteration 11Q: 3 clusters Score -43245.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -43267.050781 Penalty: 3029.083252
	Iteration 12Q: 3 clusters Score -43267.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -43282.617188 Penalty: 3029.083252
	Iteration 13Q: 3 clusters Score -43282.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -43289.027344 Penalty: 3029.083252
	Iteration 14Q: 3 clusters Score -43289.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -43289.027344 Penalty: 3029.083252
	Iteration 15F: 3 clusters Score -43289.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Entering Unmasked Estep 
Score: -366413.968750 Penalty: 2003.052856
	Iteration 0F: 2 clusters Score -366414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -363038.687500 Penalty: 4006.105713
	Iteration 0F: 3 clusters Score -363038.7 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -363700.031250 Penalty: 4006.105713
	Iteration 1F: 3 clusters Score -363700 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -363864.968750 Penalty: 4006.105713
	Iteration 2F: 3 clusters Score -363865 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -363959.593750 Penalty: 4006.105713
	Iteration 3Q: 3 clusters Score -363959.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -364031.781250 Penalty: 4006.105713
	Iteration 4Q: 3 clusters Score -364031.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -364092.625000 Penalty: 4006.105713
	Iteration 5Q: 3 clusters Score -364092.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -364155.437500 Penalty: 4006.105713
	Iteration 6Q: 3 clusters Score -364155.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -364235.593750 Penalty: 4006.105713
	Iteration 7Q: 3 clusters Score -364235.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -364318.843750 Penalty: 4006.105713
	Iteration 8Q: 3 clusters Score -364318.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -364406.062500 Penalty: 4006.105713
	Iteration 9Q: 3 clusters Score -364406.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -364513.093750 Penalty: 4006.105713
	Iteration 10Q: 3 clusters Score -364513.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -364642.218750 Penalty: 4006.105713
	Iteration 11Q: 3 clusters Score -364642.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -364812.093750 Penalty: 4006.105713
	Iteration 12Q: 3 clusters Score -364812.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -365027.000000 Penalty: 4006.105713
	Iteration 13Q: 3 clusters Score -365027 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -365175.375000 Penalty: 4006.105713
	Iteration 14Q: 3 clusters Score -365175.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -365279.281250 Penalty: 4006.105713
	Iteration 15Q: 3 clusters Score -365279.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -365360.781250 Penalty: 4006.105713
	Iteration 16Q: 3 clusters Score -365360.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -365409.406250 Penalty: 4006.105713
	Iteration 17Q: 3 clusters Score -365409.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -365433.656250 Penalty: 4006.105713
	Iteration 18Q: 3 clusters Score -365433.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -365457.125000 Penalty: 4006.105713
	Iteration 19Q: 3 clusters Score -365457.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -365475.843750 Penalty: 4006.105713
	Iteration 20F: 3 clusters Score -365475.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -365494.218750 Penalty: 4006.105713
	Iteration 21Q: 3 clusters Score -365494.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -365507.562500 Penalty: 4006.105713
	Iteration 22Q: 3 clusters Score -365507.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -365517.812500 Penalty: 4006.105713
	Iteration 23Q: 3 clusters Score -365517.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -365519.312500 Penalty: 4006.105713
	Iteration 24Q: 3 clusters Score -365519.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -365519.968750 Penalty: 4006.105713
	Iteration 25Q: 3 clusters Score -365520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -365520.031250 Penalty: 4006.105713
	Iteration 26Q: 3 clusters Score -365520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -365521.125000 Penalty: 4006.105713
	Iteration 27Q: 3 clusters Score -365521.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -365521.468750 Penalty: 4006.105713
	Iteration 28Q: 3 clusters Score -365521.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -365521.468750 Penalty: 4006.105713
	Iteration 29F: 3 clusters Score -365521.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (101722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101722 members 
Entering Unmasked Estep 
Score: -12476694.000000 Penalty: 2859.439697
	Iteration 0F: 2 clusters Score -1.247669e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50756 members 
Mstep: Class 2 contains 50966 members 
Entering Unmasked Estep 
Score: -12408904.000000 Penalty: 5718.879395
	Iteration 0F: 3 clusters Score -1.24089e+07 nChanged 48046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49132 members 
Mstep: Class 2 contains 52590 members 
Entering Unmasked Estep 
Score: -12436241.000000 Penalty: 5718.879395
	Iteration 1F: 3 clusters Score -1.243624e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47914 members 
Mstep: Class 2 contains 53808 members 
Entering Unmasked Estep 
Score: -12437366.000000 Penalty: 5718.879395
	Iteration 2Q: 3 clusters Score -1.243737e+07 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46021 members 
Mstep: Class 2 contains 55701 members 
Entering Unmasked Estep 
Score: -12438853.000000 Penalty: 5718.879395
	Iteration 3Q: 3 clusters Score -1.243885e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43272 members 
Mstep: Class 2 contains 58450 members 
Entering Unmasked Estep 
Score: -12440848.000000 Penalty: 5718.879395
	Iteration 4Q: 3 clusters Score -1.244085e+07 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39507 members 
Mstep: Class 2 contains 62215 members 
Entering Unmasked Estep 
Score: -12443554.000000 Penalty: 5718.879395
	Iteration 5F: 3 clusters Score -1.244355e+07 nChanged 6267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34692 members 
Mstep: Class 2 contains 67030 members 
Entering Unmasked Estep 
Score: -12447143.000000 Penalty: 5718.879395
	Iteration 6F: 3 clusters Score -1.244714e+07 nChanged 6826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 72784 members 
Entering Unmasked Estep 
Score: -12451744.000000 Penalty: 5718.879395
	Iteration 7F: 3 clusters Score -1.245174e+07 nChanged 6874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 79014 members 
Entering Unmasked Estep 
Score: -12456770.000000 Penalty: 5718.879395
	Iteration 8F: 3 clusters Score -1.245677e+07 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 84867 members 
Entering Unmasked Estep 
Score: -12461770.000000 Penalty: 5718.879395
	Iteration 9F: 3 clusters Score -1.246177e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 89757 members 
Entering Unmasked Estep 
Score: -12466062.000000 Penalty: 5718.879395
	Iteration 10Q: 3 clusters Score -1.246606e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 93101 members 
Entering Unmasked Estep 
Score: -12469192.000000 Penalty: 5718.879395
	Iteration 11Q: 3 clusters Score -1.246919e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 95256 members 
Entering Unmasked Estep 
Score: -12471589.000000 Penalty: 5718.879395
	Iteration 12Q: 3 clusters Score -1.247159e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 96432 members 
Entering Unmasked Estep 
Score: -12473042.000000 Penalty: 5718.879395
	Iteration 13Q: 3 clusters Score -1.247304e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 97100 members 
Entering Unmasked Estep 
Score: -12473830.000000 Penalty: 5718.879395
	Iteration 14Q: 3 clusters Score -1.247383e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 97537 members 
Entering Unmasked Estep 
Score: -12474170.000000 Penalty: 5718.879395
	Iteration 15Q: 3 clusters Score -1.247417e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 97837 members 
Entering Unmasked Estep 
Score: -12474325.000000 Penalty: 5718.879395
	Iteration 16Q: 3 clusters Score -1.247432e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 98080 members 
Entering Unmasked Estep 
Score: -12474473.000000 Penalty: 5718.879395
	Iteration 17Q: 3 clusters Score -1.247447e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 98245 members 
Entering Unmasked Estep 
Score: -12474535.000000 Penalty: 5718.879395
	Iteration 18Q: 3 clusters Score -1.247454e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 98370 members 
Entering Unmasked Estep 
Score: -12474606.000000 Penalty: 5718.879395
	Iteration 19Q: 3 clusters Score -1.247461e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 98465 members 
Entering Unmasked Estep 
Score: -12474660.000000 Penalty: 5718.879395
	Iteration 20F: 3 clusters Score -1.247466e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 98553 members 
Entering Unmasked Estep 
Score: -12474716.000000 Penalty: 5718.879395
	Iteration 21Q: 3 clusters Score -1.247472e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 98627 members 
Entering Unmasked Estep 
Score: -12474743.000000 Penalty: 5718.879395
	Iteration 22Q: 3 clusters Score -1.247474e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 98695 members 
Entering Unmasked Estep 
Score: -12474764.000000 Penalty: 5718.879395
	Iteration 23Q: 3 clusters Score -1.247476e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 98770 members 
Entering Unmasked Estep 
Score: -12474789.000000 Penalty: 5718.879395
	Iteration 24Q: 3 clusters Score -1.247479e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 98830 members 
Entering Unmasked Estep 
Score: -12474787.000000 Penalty: 5718.879395
	Iteration 25Q: 3 clusters Score -1.247479e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 98874 members 
Entering Unmasked Estep 
Score: -12474796.000000 Penalty: 5718.879395
	Iteration 26Q: 3 clusters Score -1.24748e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 98913 members 
Entering Unmasked Estep 
Score: -12474826.000000 Penalty: 5718.879395
	Iteration 27Q: 3 clusters Score -1.247483e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 98960 members 
Entering Unmasked Estep 
Score: -12474827.000000 Penalty: 5718.879395
	Iteration 28Q: 3 clusters Score -1.247483e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 99007 members 
Entering Unmasked Estep 
Score: -12474846.000000 Penalty: 5718.879395
	Iteration 29Q: 3 clusters Score -1.247485e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 99046 members 
Entering Unmasked Estep 
Score: -12474864.000000 Penalty: 5718.879395
	Iteration 30Q: 3 clusters Score -1.247486e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 99074 members 
Entering Unmasked Estep 
Score: -12474876.000000 Penalty: 5718.879395
	Iteration 31Q: 3 clusters Score -1.247488e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 99100 members 
Entering Unmasked Estep 
Score: -12474868.000000 Penalty: 5718.879395
	Iteration 32Q: 3 clusters Score -1.247487e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 99122 members 
Entering Unmasked Estep 
Score: -12474878.000000 Penalty: 5718.879395
	Iteration 33Q: 3 clusters Score -1.247488e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 99143 members 
Entering Unmasked Estep 
Score: -12474879.000000 Penalty: 5718.879395
	Iteration 34Q: 3 clusters Score -1.247488e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 99164 members 
Entering Unmasked Estep 
Score: -12474872.000000 Penalty: 5718.879395
	Iteration 35Q: 3 clusters Score -1.247487e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 99180 members 
Entering Unmasked Estep 
Score: -12474883.000000 Penalty: 5718.879395
	Iteration 36Q: 3 clusters Score -1.247488e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 99193 members 
Entering Unmasked Estep 
Score: -12474871.000000 Penalty: 5718.879395
	Iteration 37Q: 3 clusters Score -1.247487e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 99201 members 
Entering Unmasked Estep 
Score: -12474886.000000 Penalty: 5718.879395
	Iteration 38Q: 3 clusters Score -1.247489e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 99209 members 
Entering Unmasked Estep 
Score: -12474888.000000 Penalty: 5718.879395
	Iteration 39Q: 3 clusters Score -1.247489e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 99220 members 
Entering Unmasked Estep 
Score: -12474885.000000 Penalty: 5718.879395
	Iteration 40F: 3 clusters Score -1.247488e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 99235 members 
Entering Unmasked Estep 
Score: -12474884.000000 Penalty: 5718.879395
	Iteration 41Q: 3 clusters Score -1.247488e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 99251 members 
Entering Unmasked Estep 
Score: -12474887.000000 Penalty: 5718.879395
	Iteration 42Q: 3 clusters Score -1.247489e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 99268 members 
Entering Unmasked Estep 
Score: -12474906.000000 Penalty: 5718.879395
	Iteration 43Q: 3 clusters Score -1.247491e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 99283 members 
Entering Unmasked Estep 
Score: -12474901.000000 Penalty: 5718.879395
	Iteration 44Q: 3 clusters Score -1.24749e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 99296 members 
Entering Unmasked Estep 
Score: -12474903.000000 Penalty: 5718.879395
	Iteration 45Q: 3 clusters Score -1.24749e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 99312 members 
Entering Unmasked Estep 
Score: -12474890.000000 Penalty: 5718.879395
	Iteration 46Q: 3 clusters Score -1.247489e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 99328 members 
Entering Unmasked Estep 
Score: -12474892.000000 Penalty: 5718.879395
	Iteration 47Q: 3 clusters Score -1.247489e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 99340 members 
Entering Unmasked Estep 
Score: -12474889.000000 Penalty: 5718.879395
	Iteration 48Q: 3 clusters Score -1.247489e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 99352 members 
Entering Unmasked Estep 
Score: -12474905.000000 Penalty: 5718.879395
	Iteration 49Q: 3 clusters Score -1.24749e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 99361 members 
Entering Unmasked Estep 
Score: -12474910.000000 Penalty: 5718.879395
	Iteration 50Q: 3 clusters Score -1.247491e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 99368 members 
Entering Unmasked Estep 
Score: -12474911.000000 Penalty: 5718.879395
	Iteration 51Q: 3 clusters Score -1.247491e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 99374 members 
Entering Unmasked Estep 
Score: -12474909.000000 Penalty: 5718.879395
	Iteration 52Q: 3 clusters Score -1.247491e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 99380 members 
Entering Unmasked Estep 
Score: -12474912.000000 Penalty: 5718.879395
	Iteration 53Q: 3 clusters Score -1.247491e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 99389 members 
Entering Unmasked Estep 
Score: -12474912.000000 Penalty: 5718.879395
	Iteration 54Q: 3 clusters Score -1.247491e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 99395 members 
Entering Unmasked Estep 
Score: -12474910.000000 Penalty: 5718.879395
	Iteration 55Q: 3 clusters Score -1.247491e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 99397 members 
Entering Unmasked Estep 
Score: -12474914.000000 Penalty: 5718.879395
	Iteration 56Q: 3 clusters Score -1.247491e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 99401 members 
Entering Unmasked Estep 
Score: -12474918.000000 Penalty: 5718.879395
	Iteration 57Q: 3 clusters Score -1.247492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 99405 members 
Entering Unmasked Estep 
Score: -12474916.000000 Penalty: 5718.879395
	Iteration 58Q: 3 clusters Score -1.247492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 99409 members 
Entering Unmasked Estep 
Score: -12474914.000000 Penalty: 5718.879395
	Iteration 59Q: 3 clusters Score -1.247491e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 99410 members 
Entering Unmasked Estep 
Score: -12474916.000000 Penalty: 5718.879395
	Iteration 60F: 3 clusters Score -1.247492e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (186908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186908 members 
Entering Unmasked Estep 
Score: -22292330.000000 Penalty: 3010.316162
	Iteration 0F: 2 clusters Score -2.229233e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93572 members 
Mstep: Class 2 contains 93336 members 
Entering Unmasked Estep 
Score: -22166816.000000 Penalty: 6020.632324
	Iteration 0F: 3 clusters Score -2.216682e+07 nChanged 89894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96472 members 
Mstep: Class 2 contains 90436 members 
Entering Unmasked Estep 
Score: -22219762.000000 Penalty: 6020.632324
	Iteration 1F: 3 clusters Score -2.221976e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98466 members 
Mstep: Class 2 contains 88442 members 
Entering Unmasked Estep 
Score: -22221002.000000 Penalty: 6020.632324
	Iteration 2Q: 3 clusters Score -2.2221e+07 nChanged 6426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101590 members 
Mstep: Class 2 contains 85318 members 
Entering Unmasked Estep 
Score: -22223056.000000 Penalty: 6020.632324
	Iteration 3Q: 3 clusters Score -2.222306e+07 nChanged 7802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106516 members 
Mstep: Class 2 contains 80392 members 
Entering Unmasked Estep 
Score: -22225722.000000 Penalty: 6020.632324
	Iteration 4Q: 3 clusters Score -2.222572e+07 nChanged 9665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113773 members 
Mstep: Class 2 contains 73135 members 
Entering Unmasked Estep 
Score: -22230150.000000 Penalty: 6020.632324
	Iteration 5F: 3 clusters Score -2.223015e+07 nChanged 11621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123560 members 
Mstep: Class 2 contains 63348 members 
Entering Unmasked Estep 
Score: -22236508.000000 Penalty: 6020.632324
	Iteration 6F: 3 clusters Score -2.223651e+07 nChanged 13306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135780 members 
Mstep: Class 2 contains 51128 members 
Entering Unmasked Estep 
Score: -22245490.000000 Penalty: 6020.632324
	Iteration 7F: 3 clusters Score -2.224549e+07 nChanged 14005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149327 members 
Mstep: Class 2 contains 37581 members 
Entering Unmasked Estep 
Score: -22256596.000000 Penalty: 6020.632324
	Iteration 8F: 3 clusters Score -2.22566e+07 nChanged 13450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162663 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -22268262.000000 Penalty: 6020.632324
	Iteration 9F: 3 clusters Score -2.226826e+07 nChanged 10905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173566 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -22278134.000000 Penalty: 6020.632324
	Iteration 10F: 3 clusters Score -2.227813e+07 nChanged 7066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180630 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -22284534.000000 Penalty: 6020.632324
	Iteration 11Q: 3 clusters Score -2.228453e+07 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184212 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -22287604.000000 Penalty: 6020.632324
	Iteration 12Q: 3 clusters Score -2.22876e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185639 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -22288798.000000 Penalty: 6020.632324
	Iteration 13Q: 3 clusters Score -2.22888e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186161 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -22289224.000000 Penalty: 6020.632324
	Iteration 14Q: 3 clusters Score -2.228922e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186344 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -22289402.000000 Penalty: 6020.632324
	Iteration 15Q: 3 clusters Score -2.22894e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186427 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -22289510.000000 Penalty: 6020.632324
	Iteration 16Q: 3 clusters Score -2.228951e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186477 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -22289534.000000 Penalty: 6020.632324
	Iteration 17Q: 3 clusters Score -2.228953e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186495 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -22289580.000000 Penalty: 6020.632324
	Iteration 18Q: 3 clusters Score -2.228958e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186509 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -22289618.000000 Penalty: 6020.632324
	Iteration 19Q: 3 clusters Score -2.228962e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186515 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -22289628.000000 Penalty: 6020.632324
	Iteration 20F: 3 clusters Score -2.228963e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186521 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -22289642.000000 Penalty: 6020.632324
	Iteration 21Q: 3 clusters Score -2.228964e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186524 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -22289654.000000 Penalty: 6020.632324
	Iteration 22Q: 3 clusters Score -2.228965e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186527 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -22289644.000000 Penalty: 6020.632324
	Iteration 23Q: 3 clusters Score -2.228964e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186527 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -22289664.000000 Penalty: 6020.632324
	Iteration 24Q: 3 clusters Score -2.228966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186527 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -22289670.000000 Penalty: 6020.632324
	Iteration 25Q: 3 clusters Score -2.228967e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186528 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -22289658.000000 Penalty: 6020.632324
	Iteration 26Q: 3 clusters Score -2.228966e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186528 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -22289658.000000 Penalty: 6020.632324
	Iteration 27F: 3 clusters Score -2.228966e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Entering Unmasked Estep 
Score: -2005903.375000 Penalty: 2409.017090
	Iteration 0F: 2 clusters Score -2005903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1994127.000000 Penalty: 4818.034180
	Iteration 0F: 3 clusters Score -1994127 nChanged 7134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1997794.250000 Penalty: 4818.034180
	Iteration 1F: 3 clusters Score -1997794 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1998129.375000 Penalty: 4818.034180
	Iteration 2F: 3 clusters Score -1998129 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1998393.250000 Penalty: 4818.034180
	Iteration 3Q: 3 clusters Score -1998393 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1998616.000000 Penalty: 4818.034180
	Iteration 4Q: 3 clusters Score -1998616 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1998832.625000 Penalty: 4818.034180
	Iteration 5Q: 3 clusters Score -1998833 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1999125.250000 Penalty: 4818.034180
	Iteration 6Q: 3 clusters Score -1999125 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1999541.250000 Penalty: 4818.034180
	Iteration 7Q: 3 clusters Score -1999541 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -2000143.000000 Penalty: 4818.034180
	Iteration 8F: 3 clusters Score -2000143 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -2000931.125000 Penalty: 4818.034180
	Iteration 9F: 3 clusters Score -2000931 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -2001801.250000 Penalty: 4818.034180
	Iteration 10F: 3 clusters Score -2001801 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -2002560.125000 Penalty: 4818.034180
	Iteration 11F: 3 clusters Score -2002560 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -2003147.625000 Penalty: 4818.034180
	Iteration 12Q: 3 clusters Score -2003148 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -2003522.375000 Penalty: 4818.034180
	Iteration 13Q: 3 clusters Score -2003522 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -2003724.125000 Penalty: 4818.034180
	Iteration 14Q: 3 clusters Score -2003724 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -2003814.500000 Penalty: 4818.034180
	Iteration 15Q: 3 clusters Score -2003814 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -2003875.375000 Penalty: 4818.034180
	Iteration 16Q: 3 clusters Score -2003875 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -2003915.875000 Penalty: 4818.034180
	Iteration 17Q: 3 clusters Score -2003916 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -2003939.625000 Penalty: 4818.034180
	Iteration 18Q: 3 clusters Score -2003940 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -2003966.125000 Penalty: 4818.034180
	Iteration 19Q: 3 clusters Score -2003966 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -2003979.250000 Penalty: 4818.034180
	Iteration 20F: 3 clusters Score -2003979 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -2003995.125000 Penalty: 4818.034180
	Iteration 21Q: 3 clusters Score -2003995 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -2004003.625000 Penalty: 4818.034180
	Iteration 22Q: 3 clusters Score -2004004 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -2004018.875000 Penalty: 4818.034180
	Iteration 23Q: 3 clusters Score -2004019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -2004025.875000 Penalty: 4818.034180
	Iteration 24Q: 3 clusters Score -2004026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -2004036.500000 Penalty: 4818.034180
	Iteration 25Q: 3 clusters Score -2004036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -2004045.250000 Penalty: 4818.034180
	Iteration 26Q: 3 clusters Score -2004045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -2004050.125000 Penalty: 4818.034180
	Iteration 27Q: 3 clusters Score -2004050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -2004052.625000 Penalty: 4818.034180
	Iteration 28Q: 3 clusters Score -2004053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -2004057.750000 Penalty: 4818.034180
	Iteration 29Q: 3 clusters Score -2004058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -2004056.875000 Penalty: 4818.034180
	Iteration 30Q: 3 clusters Score -2004057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -2004061.750000 Penalty: 4818.034180
	Iteration 31Q: 3 clusters Score -2004062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -2004067.125000 Penalty: 4818.034180
	Iteration 32Q: 3 clusters Score -2004067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -2004067.625000 Penalty: 4818.034180
	Iteration 33Q: 3 clusters Score -2004068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -2004067.625000 Penalty: 4818.034180
	Iteration 34F: 3 clusters Score -2004068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (83447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83447 members 
Entering Unmasked Estep 
Score: -10192020.000000 Penalty: 2810.327881
	Iteration 0F: 2 clusters Score -1.019202e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41982 members 
Mstep: Class 2 contains 41465 members 
Entering Unmasked Estep 
Score: -10136257.000000 Penalty: 5620.655762
	Iteration 0F: 3 clusters Score -1.013626e+07 nChanged 39162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44636 members 
Mstep: Class 2 contains 38811 members 
Entering Unmasked Estep 
Score: -10158622.000000 Penalty: 5620.655762
	Iteration 1F: 3 clusters Score -1.015862e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46615 members 
Mstep: Class 2 contains 36832 members 
Entering Unmasked Estep 
Score: -10159844.000000 Penalty: 5620.655762
	Iteration 2Q: 3 clusters Score -1.015984e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49710 members 
Mstep: Class 2 contains 33737 members 
Entering Unmasked Estep 
Score: -10161647.000000 Penalty: 5620.655762
	Iteration 3F: 3 clusters Score -1.016165e+07 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54261 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -10164763.000000 Penalty: 5620.655762
	Iteration 4F: 3 clusters Score -1.016476e+07 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60305 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -10169859.000000 Penalty: 5620.655762
	Iteration 5F: 3 clusters Score -1.016986e+07 nChanged 7141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67070 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -10176052.000000 Penalty: 5620.655762
	Iteration 6F: 3 clusters Score -1.017605e+07 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73126 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -10182128.000000 Penalty: 5620.655762
	Iteration 7F: 3 clusters Score -1.018213e+07 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77400 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -10186049.000000 Penalty: 5620.655762
	Iteration 8F: 3 clusters Score -1.018605e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79862 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -10188209.000000 Penalty: 5620.655762
	Iteration 9Q: 3 clusters Score -1.018821e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81163 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -10189238.000000 Penalty: 5620.655762
	Iteration 10Q: 3 clusters Score -1.018924e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81801 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -10189674.000000 Penalty: 5620.655762
	Iteration 11Q: 3 clusters Score -1.018967e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82142 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -10189861.000000 Penalty: 5620.655762
	Iteration 12Q: 3 clusters Score -1.018986e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82305 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -10189987.000000 Penalty: 5620.655762
	Iteration 13Q: 3 clusters Score -1.018999e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82393 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -10190054.000000 Penalty: 5620.655762
	Iteration 14Q: 3 clusters Score -1.019005e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82436 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -10190110.000000 Penalty: 5620.655762
	Iteration 15Q: 3 clusters Score -1.019011e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82469 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -10190132.000000 Penalty: 5620.655762
	Iteration 16Q: 3 clusters Score -1.019013e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82503 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -10190133.000000 Penalty: 5620.655762
	Iteration 17Q: 3 clusters Score -1.019013e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82528 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -10190149.000000 Penalty: 5620.655762
	Iteration 18Q: 3 clusters Score -1.019015e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82536 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -10190149.000000 Penalty: 5620.655762
	Iteration 19Q: 3 clusters Score -1.019015e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82545 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -10190163.000000 Penalty: 5620.655762
	Iteration 20F: 3 clusters Score -1.019016e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82552 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -10190164.000000 Penalty: 5620.655762
	Iteration 21Q: 3 clusters Score -1.019016e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82563 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -10190171.000000 Penalty: 5620.655762
	Iteration 22Q: 3 clusters Score -1.019017e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82577 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -10190183.000000 Penalty: 5620.655762
	Iteration 23Q: 3 clusters Score -1.019018e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82584 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -10190179.000000 Penalty: 5620.655762
	Iteration 24Q: 3 clusters Score -1.019018e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82590 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -10190182.000000 Penalty: 5620.655762
	Iteration 25Q: 3 clusters Score -1.019018e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82595 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -10190183.000000 Penalty: 5620.655762
	Iteration 26Q: 3 clusters Score -1.019018e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82597 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -10190183.000000 Penalty: 5620.655762
	Iteration 27Q: 3 clusters Score -1.019018e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82602 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -10190198.000000 Penalty: 5620.655762
	Iteration 28Q: 3 clusters Score -1.01902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82605 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -10190205.000000 Penalty: 5620.655762
	Iteration 29Q: 3 clusters Score -1.01902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82608 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -10190192.000000 Penalty: 5620.655762
	Iteration 30Q: 3 clusters Score -1.019019e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82611 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -10190198.000000 Penalty: 5620.655762
	Iteration 31Q: 3 clusters Score -1.01902e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82612 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -10190198.000000 Penalty: 5620.655762
	Iteration 32Q: 3 clusters Score -1.01902e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82612 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -10190198.000000 Penalty: 5620.655762
	Iteration 33F: 3 clusters Score -1.01902e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (25483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Entering Unmasked Estep 
Score: -3056006.750000 Penalty: 2516.150391
	Iteration 0F: 2 clusters Score -3056007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -3038460.750000 Penalty: 5032.300781
	Iteration 0F: 3 clusters Score -3038461 nChanged 11279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -3044615.000000 Penalty: 5032.300781
	Iteration 1F: 3 clusters Score -3044615 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -3045262.000000 Penalty: 5032.300781
	Iteration 2F: 3 clusters Score -3045262 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -3046081.500000 Penalty: 5032.300781
	Iteration 3F: 3 clusters Score -3046082 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -3046980.000000 Penalty: 5032.300781
	Iteration 4F: 3 clusters Score -3046980 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -3048011.250000 Penalty: 5032.300781
	Iteration 5F: 3 clusters Score -3048011 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -3049216.000000 Penalty: 5032.300781
	Iteration 6F: 3 clusters Score -3049216 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -3050536.750000 Penalty: 5032.300781
	Iteration 7F: 3 clusters Score -3050537 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -3051850.500000 Penalty: 5032.300781
	Iteration 8F: 3 clusters Score -3051850 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -3053176.000000 Penalty: 5032.300781
	Iteration 9F: 3 clusters Score -3053176 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -3054140.750000 Penalty: 5032.300781
	Iteration 10Q: 3 clusters Score -3054141 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -3054551.500000 Penalty: 5032.300781
	Iteration 11Q: 3 clusters Score -3054552 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -3054705.250000 Penalty: 5032.300781
	Iteration 12Q: 3 clusters Score -3054705 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -3054776.500000 Penalty: 5032.300781
	Iteration 13Q: 3 clusters Score -3054776 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -3054832.000000 Penalty: 5032.300781
	Iteration 14Q: 3 clusters Score -3054832 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -3054860.000000 Penalty: 5032.300781
	Iteration 15Q: 3 clusters Score -3054860 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -3054895.000000 Penalty: 5032.300781
	Iteration 16Q: 3 clusters Score -3054895 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -3054909.250000 Penalty: 5032.300781
	Iteration 17Q: 3 clusters Score -3054909 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -3054938.000000 Penalty: 5032.300781
	Iteration 18Q: 3 clusters Score -3054938 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -3054956.750000 Penalty: 5032.300781
	Iteration 19Q: 3 clusters Score -3054957 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -3054968.250000 Penalty: 5032.300781
	Iteration 20F: 3 clusters Score -3054968 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -3054983.000000 Penalty: 5032.300781
	Iteration 21Q: 3 clusters Score -3054983 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -3054997.500000 Penalty: 5032.300781
	Iteration 22Q: 3 clusters Score -3054998 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -3055014.500000 Penalty: 5032.300781
	Iteration 23Q: 3 clusters Score -3055014 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -3055028.500000 Penalty: 5032.300781
	Iteration 24Q: 3 clusters Score -3055028 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -3055035.500000 Penalty: 5032.300781
	Iteration 25Q: 3 clusters Score -3055036 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -3055045.500000 Penalty: 5032.300781
	Iteration 26Q: 3 clusters Score -3055046 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -3055051.750000 Penalty: 5032.300781
	Iteration 27Q: 3 clusters Score -3055052 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -3055059.750000 Penalty: 5032.300781
	Iteration 28Q: 3 clusters Score -3055060 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -3055063.250000 Penalty: 5032.300781
	Iteration 29Q: 3 clusters Score -3055063 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -3055067.000000 Penalty: 5032.300781
	Iteration 30Q: 3 clusters Score -3055067 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -3055070.750000 Penalty: 5032.300781
	Iteration 31Q: 3 clusters Score -3055071 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -3055074.750000 Penalty: 5032.300781
	Iteration 32Q: 3 clusters Score -3055075 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -3055080.750000 Penalty: 5032.300781
	Iteration 33Q: 3 clusters Score -3055081 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -3055083.000000 Penalty: 5032.300781
	Iteration 34Q: 3 clusters Score -3055083 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -3055086.250000 Penalty: 5032.300781
	Iteration 35Q: 3 clusters Score -3055086 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -3055091.500000 Penalty: 5032.300781
	Iteration 36Q: 3 clusters Score -3055092 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -3055093.750000 Penalty: 5032.300781
	Iteration 37Q: 3 clusters Score -3055094 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -3055095.750000 Penalty: 5032.300781
	Iteration 38Q: 3 clusters Score -3055096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -3055103.500000 Penalty: 5032.300781
	Iteration 39Q: 3 clusters Score -3055104 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -3055110.000000 Penalty: 5032.300781
	Iteration 40F: 3 clusters Score -3055110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -3055109.750000 Penalty: 5032.300781
	Iteration 41Q: 3 clusters Score -3055110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -3055117.250000 Penalty: 5032.300781
	Iteration 42Q: 3 clusters Score -3055117 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -3055114.750000 Penalty: 5032.300781
	Iteration 43Q: 3 clusters Score -3055115 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -3055116.000000 Penalty: 5032.300781
	Iteration 44Q: 3 clusters Score -3055116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -3055118.500000 Penalty: 5032.300781
	Iteration 45Q: 3 clusters Score -3055118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -3055116.750000 Penalty: 5032.300781
	Iteration 46Q: 3 clusters Score -3055117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -3055117.500000 Penalty: 5032.300781
	Iteration 47Q: 3 clusters Score -3055118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -3055115.750000 Penalty: 5032.300781
	Iteration 48Q: 3 clusters Score -3055116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -3055115.750000 Penalty: 5032.300781
	Iteration 49F: 3 clusters Score -3055116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (114413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114413 members 
Entering Unmasked Estep 
Score: -13960716.000000 Penalty: 2888.597168
	Iteration 0F: 2 clusters Score -1.396072e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56754 members 
Mstep: Class 2 contains 57659 members 
Entering Unmasked Estep 
Score: -13884450.000000 Penalty: 5777.194336
	Iteration 0F: 3 clusters Score -1.388445e+07 nChanged 54166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52904 members 
Mstep: Class 2 contains 61509 members 
Entering Unmasked Estep 
Score: -13915362.000000 Penalty: 5777.194336
	Iteration 1F: 3 clusters Score -1.391536e+07 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50340 members 
Mstep: Class 2 contains 64073 members 
Entering Unmasked Estep 
Score: -13916667.000000 Penalty: 5777.194336
	Iteration 2Q: 3 clusters Score -1.391667e+07 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46427 members 
Mstep: Class 2 contains 67986 members 
Entering Unmasked Estep 
Score: -13918648.000000 Penalty: 5777.194336
	Iteration 3Q: 3 clusters Score -1.391865e+07 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 73850 members 
Entering Unmasked Estep 
Score: -13921798.000000 Penalty: 5777.194336
	Iteration 4F: 3 clusters Score -1.39218e+07 nChanged 8452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32197 members 
Mstep: Class 2 contains 82216 members 
Entering Unmasked Estep 
Score: -13927671.000000 Penalty: 5777.194336
	Iteration 5F: 3 clusters Score -1.392767e+07 nChanged 10623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 92821 members 
Entering Unmasked Estep 
Score: -13937059.000000 Penalty: 5777.194336
	Iteration 6F: 3 clusters Score -1.393706e+07 nChanged 10518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 103327 members 
Entering Unmasked Estep 
Score: -13947550.000000 Penalty: 5777.194336
	Iteration 7F: 3 clusters Score -1.394755e+07 nChanged 6842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 110165 members 
Entering Unmasked Estep 
Score: -13954383.000000 Penalty: 5777.194336
	Iteration 8F: 3 clusters Score -1.395438e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 112906 members 
Entering Unmasked Estep 
Score: -13956901.000000 Penalty: 5777.194336
	Iteration 9Q: 3 clusters Score -1.39569e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 113721 members 
Entering Unmasked Estep 
Score: -13957635.000000 Penalty: 5777.194336
	Iteration 10Q: 3 clusters Score -1.395764e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 113968 members 
Entering Unmasked Estep 
Score: -13957912.000000 Penalty: 5777.194336
	Iteration 11Q: 3 clusters Score -1.395791e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 114044 members 
Entering Unmasked Estep 
Score: -13957991.000000 Penalty: 5777.194336
	Iteration 12Q: 3 clusters Score -1.395799e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 114080 members 
Entering Unmasked Estep 
Score: -13958075.000000 Penalty: 5777.194336
	Iteration 13Q: 3 clusters Score -1.395808e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 114101 members 
Entering Unmasked Estep 
Score: -13958101.000000 Penalty: 5777.194336
	Iteration 14Q: 3 clusters Score -1.39581e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 114119 members 
Entering Unmasked Estep 
Score: -13958142.000000 Penalty: 5777.194336
	Iteration 15Q: 3 clusters Score -1.395814e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 114129 members 
Entering Unmasked Estep 
Score: -13958155.000000 Penalty: 5777.194336
	Iteration 16Q: 3 clusters Score -1.395816e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 114133 members 
Entering Unmasked Estep 
Score: -13958169.000000 Penalty: 5777.194336
	Iteration 17Q: 3 clusters Score -1.395817e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 114134 members 
Entering Unmasked Estep 
Score: -13958175.000000 Penalty: 5777.194336
	Iteration 18Q: 3 clusters Score -1.395818e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 114139 members 
Entering Unmasked Estep 
Score: -13958185.000000 Penalty: 5777.194336
	Iteration 19Q: 3 clusters Score -1.395818e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 114139 members 
Entering Unmasked Estep 
Score: -13958190.000000 Penalty: 5777.194336
	Iteration 20F: 3 clusters Score -1.395819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 114140 members 
Entering Unmasked Estep 
Score: -13958190.000000 Penalty: 5777.194336
	Iteration 21Q: 3 clusters Score -1.395819e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 114142 members 
Entering Unmasked Estep 
Score: -13958190.000000 Penalty: 5777.194336
	Iteration 22Q: 3 clusters Score -1.395819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 114143 members 
Entering Unmasked Estep 
Score: -13958196.000000 Penalty: 5777.194336
	Iteration 23Q: 3 clusters Score -1.39582e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 114143 members 
Entering Unmasked Estep 
Score: -13958196.000000 Penalty: 5777.194336
	Iteration 24F: 3 clusters Score -1.39582e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44211 members 
Entering Unmasked Estep 
Score: -5352868.000000 Penalty: 2652.788818
	Iteration 0F: 2 clusters Score -5352868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -5322887.000000 Penalty: 5305.577637
	Iteration 0F: 3 clusters Score -5322887 nChanged 20321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -5333761.500000 Penalty: 5305.577637
	Iteration 1F: 3 clusters Score -5333762 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -5334327.500000 Penalty: 5305.577637
	Iteration 2Q: 3 clusters Score -5334328 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -5334968.000000 Penalty: 5305.577637
	Iteration 3Q: 3 clusters Score -5334968 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -5335659.500000 Penalty: 5305.577637
	Iteration 4Q: 3 clusters Score -5335660 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -5336561.000000 Penalty: 5305.577637
	Iteration 5Q: 3 clusters Score -5336561 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -5337715.500000 Penalty: 5305.577637
	Iteration 6F: 3 clusters Score -5337716 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -5339384.500000 Penalty: 5305.577637
	Iteration 7F: 3 clusters Score -5339384 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28715 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -5341488.500000 Penalty: 5305.577637
	Iteration 8F: 3 clusters Score -5341488 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -5344117.500000 Penalty: 5305.577637
	Iteration 9F: 3 clusters Score -5344118 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -5346661.500000 Penalty: 5305.577637
	Iteration 10F: 3 clusters Score -5346662 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35471 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -5348590.000000 Penalty: 5305.577637
	Iteration 11F: 3 clusters Score -5348590 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37003 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -5349801.500000 Penalty: 5305.577637
	Iteration 12Q: 3 clusters Score -5349802 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -5350621.000000 Penalty: 5305.577637
	Iteration 13Q: 3 clusters Score -5350621 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39029 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -5351096.000000 Penalty: 5305.577637
	Iteration 14Q: 3 clusters Score -5351096 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39648 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -5351461.500000 Penalty: 5305.577637
	Iteration 15Q: 3 clusters Score -5351462 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40159 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -5351720.000000 Penalty: 5305.577637
	Iteration 16Q: 3 clusters Score -5351720 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -5351938.500000 Penalty: 5305.577637
	Iteration 17Q: 3 clusters Score -5351938 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40855 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -5352106.000000 Penalty: 5305.577637
	Iteration 18Q: 3 clusters Score -5352106 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41081 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -5352218.000000 Penalty: 5305.577637
	Iteration 19Q: 3 clusters Score -5352218 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41239 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -5352310.500000 Penalty: 5305.577637
	Iteration 20F: 3 clusters Score -5352310 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41351 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -5352372.500000 Penalty: 5305.577637
	Iteration 21Q: 3 clusters Score -5352372 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41442 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -5352429.500000 Penalty: 5305.577637
	Iteration 22Q: 3 clusters Score -5352430 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41522 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -5352481.000000 Penalty: 5305.577637
	Iteration 23Q: 3 clusters Score -5352481 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41588 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -5352514.000000 Penalty: 5305.577637
	Iteration 24Q: 3 clusters Score -5352514 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41654 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -5352545.000000 Penalty: 5305.577637
	Iteration 25Q: 3 clusters Score -5352545 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41701 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -5352564.000000 Penalty: 5305.577637
	Iteration 26Q: 3 clusters Score -5352564 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41741 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -5352586.000000 Penalty: 5305.577637
	Iteration 27Q: 3 clusters Score -5352586 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41770 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -5352596.500000 Penalty: 5305.577637
	Iteration 28Q: 3 clusters Score -5352596 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41786 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -5352615.000000 Penalty: 5305.577637
	Iteration 29Q: 3 clusters Score -5352615 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41808 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -5352616.500000 Penalty: 5305.577637
	Iteration 30Q: 3 clusters Score -5352616 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41831 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -5352627.000000 Penalty: 5305.577637
	Iteration 31Q: 3 clusters Score -5352627 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41849 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -5352628.500000 Penalty: 5305.577637
	Iteration 32Q: 3 clusters Score -5352628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41859 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -5352632.500000 Penalty: 5305.577637
	Iteration 33Q: 3 clusters Score -5352632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41867 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -5352644.000000 Penalty: 5305.577637
	Iteration 34Q: 3 clusters Score -5352644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -5352648.000000 Penalty: 5305.577637
	Iteration 35Q: 3 clusters Score -5352648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41887 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -5352646.000000 Penalty: 5305.577637
	Iteration 36Q: 3 clusters Score -5352646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41893 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -5352646.500000 Penalty: 5305.577637
	Iteration 37Q: 3 clusters Score -5352646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41895 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -5352647.000000 Penalty: 5305.577637
	Iteration 38Q: 3 clusters Score -5352647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41895 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -5352647.000000 Penalty: 5305.577637
	Iteration 39F: 3 clusters Score -5352647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (53082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53082 members 
Entering Unmasked Estep 
Score: -5954840.000000 Penalty: 2698.139160
	Iteration 0F: 2 clusters Score -5954840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -5919345.000000 Penalty: 5396.278320
	Iteration 0F: 3 clusters Score -5919345 nChanged 24417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -5932722.500000 Penalty: 5396.278320
	Iteration 1F: 3 clusters Score -5932722 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -5933432.500000 Penalty: 5396.278320
	Iteration 2Q: 3 clusters Score -5933432 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -5934354.500000 Penalty: 5396.278320
	Iteration 3Q: 3 clusters Score -5934354 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -5935308.000000 Penalty: 5396.278320
	Iteration 4Q: 3 clusters Score -5935308 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28390 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -5936466.500000 Penalty: 5396.278320
	Iteration 5Q: 3 clusters Score -5936466 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -5937793.500000 Penalty: 5396.278320
	Iteration 6F: 3 clusters Score -5937794 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30595 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -5939167.500000 Penalty: 5396.278320
	Iteration 7F: 3 clusters Score -5939168 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -5940663.500000 Penalty: 5396.278320
	Iteration 8F: 3 clusters Score -5940664 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33393 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -5942096.500000 Penalty: 5396.278320
	Iteration 9F: 3 clusters Score -5942096 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34946 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -5943377.500000 Penalty: 5396.278320
	Iteration 10Q: 3 clusters Score -5943378 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36563 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -5944517.500000 Penalty: 5396.278320
	Iteration 11Q: 3 clusters Score -5944518 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -5945587.000000 Penalty: 5396.278320
	Iteration 12Q: 3 clusters Score -5945587 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39837 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -5946488.000000 Penalty: 5396.278320
	Iteration 13Q: 3 clusters Score -5946488 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41443 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -5947405.000000 Penalty: 5396.278320
	Iteration 14Q: 3 clusters Score -5947405 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42917 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -5948175.500000 Penalty: 5396.278320
	Iteration 15Q: 3 clusters Score -5948176 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -5948893.000000 Penalty: 5396.278320
	Iteration 16Q: 3 clusters Score -5948893 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45532 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -5949596.000000 Penalty: 5396.278320
	Iteration 17Q: 3 clusters Score -5949596 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46645 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -5950162.000000 Penalty: 5396.278320
	Iteration 18Q: 3 clusters Score -5950162 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47596 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -5950718.000000 Penalty: 5396.278320
	Iteration 19Q: 3 clusters Score -5950718 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48462 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -5951207.000000 Penalty: 5396.278320
	Iteration 20F: 3 clusters Score -5951207 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49181 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -5951611.000000 Penalty: 5396.278320
	Iteration 21Q: 3 clusters Score -5951611 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49780 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -5951943.000000 Penalty: 5396.278320
	Iteration 22Q: 3 clusters Score -5951943 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50209 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -5952177.000000 Penalty: 5396.278320
	Iteration 23Q: 3 clusters Score -5952177 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50562 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -5952351.500000 Penalty: 5396.278320
	Iteration 24Q: 3 clusters Score -5952352 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50819 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -5952466.500000 Penalty: 5396.278320
	Iteration 25Q: 3 clusters Score -5952466 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50998 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -5952551.500000 Penalty: 5396.278320
	Iteration 26Q: 3 clusters Score -5952552 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51148 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -5952631.000000 Penalty: 5396.278320
	Iteration 27Q: 3 clusters Score -5952631 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51289 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -5952709.000000 Penalty: 5396.278320
	Iteration 28Q: 3 clusters Score -5952709 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51405 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -5952770.000000 Penalty: 5396.278320
	Iteration 29Q: 3 clusters Score -5952770 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51509 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -5952822.500000 Penalty: 5396.278320
	Iteration 30Q: 3 clusters Score -5952822 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51592 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -5952875.000000 Penalty: 5396.278320
	Iteration 31Q: 3 clusters Score -5952875 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51660 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -5952892.000000 Penalty: 5396.278320
	Iteration 32Q: 3 clusters Score -5952892 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51708 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -5952916.500000 Penalty: 5396.278320
	Iteration 33Q: 3 clusters Score -5952916 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51752 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -5952938.500000 Penalty: 5396.278320
	Iteration 34Q: 3 clusters Score -5952938 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51786 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -5952952.000000 Penalty: 5396.278320
	Iteration 35Q: 3 clusters Score -5952952 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51804 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -5952953.500000 Penalty: 5396.278320
	Iteration 36Q: 3 clusters Score -5952954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51819 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -5952959.000000 Penalty: 5396.278320
	Iteration 37Q: 3 clusters Score -5952959 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51831 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -5952957.500000 Penalty: 5396.278320
	Iteration 38Q: 3 clusters Score -5952958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51846 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -5952970.500000 Penalty: 5396.278320
	Iteration 39Q: 3 clusters Score -5952970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51857 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -5952975.000000 Penalty: 5396.278320
	Iteration 40F: 3 clusters Score -5952975 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51870 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -5952973.000000 Penalty: 5396.278320
	Iteration 41Q: 3 clusters Score -5952973 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51883 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -5952989.500000 Penalty: 5396.278320
	Iteration 42Q: 3 clusters Score -5952990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51892 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -5952984.000000 Penalty: 5396.278320
	Iteration 43Q: 3 clusters Score -5952984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51899 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -5952989.500000 Penalty: 5396.278320
	Iteration 44Q: 3 clusters Score -5952990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51910 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -5952994.000000 Penalty: 5396.278320
	Iteration 45Q: 3 clusters Score -5952994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51921 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -5953002.000000 Penalty: 5396.278320
	Iteration 46Q: 3 clusters Score -5953002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51927 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -5953001.000000 Penalty: 5396.278320
	Iteration 47Q: 3 clusters Score -5953001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51936 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -5953008.500000 Penalty: 5396.278320
	Iteration 48Q: 3 clusters Score -5953008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51942 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -5953007.500000 Penalty: 5396.278320
	Iteration 49Q: 3 clusters Score -5953008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51948 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -5953012.000000 Penalty: 5396.278320
	Iteration 50Q: 3 clusters Score -5953012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51952 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -5953021.000000 Penalty: 5396.278320
	Iteration 51Q: 3 clusters Score -5953021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51955 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -5953022.000000 Penalty: 5396.278320
	Iteration 52Q: 3 clusters Score -5953022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51959 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -5953020.500000 Penalty: 5396.278320
	Iteration 53Q: 3 clusters Score -5953020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51963 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -5953034.000000 Penalty: 5396.278320
	Iteration 54Q: 3 clusters Score -5953034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51964 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -5953028.500000 Penalty: 5396.278320
	Iteration 55Q: 3 clusters Score -5953028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51964 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -5953028.500000 Penalty: 5396.278320
	Iteration 56F: 3 clusters Score -5953028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Entering Unmasked Estep 
Score: -1199407.250000 Penalty: 2298.942383
	Iteration 0F: 2 clusters Score -1199407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1191335.125000 Penalty: 4597.884766
	Iteration 0F: 3 clusters Score -1191335 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1193932.250000 Penalty: 4597.884766
	Iteration 1F: 3 clusters Score -1193932 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1194506.125000 Penalty: 4597.884766
	Iteration 2F: 3 clusters Score -1194506 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1195118.750000 Penalty: 4597.884766
	Iteration 3F: 3 clusters Score -1195119 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1195919.625000 Penalty: 4597.884766
	Iteration 4F: 3 clusters Score -1195920 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1196805.500000 Penalty: 4597.884766
	Iteration 5F: 3 clusters Score -1196806 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1197463.500000 Penalty: 4597.884766
	Iteration 6F: 3 clusters Score -1197464 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1197846.375000 Penalty: 4597.884766
	Iteration 7F: 3 clusters Score -1197846 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1198074.500000 Penalty: 4597.884766
	Iteration 8Q: 3 clusters Score -1198074 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1198222.750000 Penalty: 4597.884766
	Iteration 9Q: 3 clusters Score -1198223 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1198327.000000 Penalty: 4597.884766
	Iteration 10Q: 3 clusters Score -1198327 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1198438.875000 Penalty: 4597.884766
	Iteration 11Q: 3 clusters Score -1198439 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1198582.250000 Penalty: 4597.884766
	Iteration 12Q: 3 clusters Score -1198582 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1198729.750000 Penalty: 4597.884766
	Iteration 13Q: 3 clusters Score -1198730 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1198832.875000 Penalty: 4597.884766
	Iteration 14Q: 3 clusters Score -1198833 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1198918.000000 Penalty: 4597.884766
	Iteration 15Q: 3 clusters Score -1198918 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1198982.625000 Penalty: 4597.884766
	Iteration 16Q: 3 clusters Score -1198983 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1199028.125000 Penalty: 4597.884766
	Iteration 17Q: 3 clusters Score -1199028 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1199058.125000 Penalty: 4597.884766
	Iteration 18Q: 3 clusters Score -1199058 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1199082.125000 Penalty: 4597.884766
	Iteration 19Q: 3 clusters Score -1199082 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1199110.875000 Penalty: 4597.884766
	Iteration 20F: 3 clusters Score -1199111 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1199133.250000 Penalty: 4597.884766
	Iteration 21Q: 3 clusters Score -1199133 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1199163.625000 Penalty: 4597.884766
	Iteration 22Q: 3 clusters Score -1199164 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1199184.500000 Penalty: 4597.884766
	Iteration 23Q: 3 clusters Score -1199184 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1199203.875000 Penalty: 4597.884766
	Iteration 24Q: 3 clusters Score -1199204 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1199220.000000 Penalty: 4597.884766
	Iteration 25Q: 3 clusters Score -1199220 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1199233.250000 Penalty: 4597.884766
	Iteration 26Q: 3 clusters Score -1199233 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1199246.250000 Penalty: 4597.884766
	Iteration 27Q: 3 clusters Score -1199246 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1199249.125000 Penalty: 4597.884766
	Iteration 28Q: 3 clusters Score -1199249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1199250.375000 Penalty: 4597.884766
	Iteration 29Q: 3 clusters Score -1199250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1199255.125000 Penalty: 4597.884766
	Iteration 30Q: 3 clusters Score -1199255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1199255.000000 Penalty: 4597.884766
	Iteration 31Q: 3 clusters Score -1199255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1199256.375000 Penalty: 4597.884766
	Iteration 32Q: 3 clusters Score -1199256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1199256.125000 Penalty: 4597.884766
	Iteration 33Q: 3 clusters Score -1199256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1199260.500000 Penalty: 4597.884766
	Iteration 34Q: 3 clusters Score -1199260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1199261.500000 Penalty: 4597.884766
	Iteration 35Q: 3 clusters Score -1199262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1199260.500000 Penalty: 4597.884766
	Iteration 36Q: 3 clusters Score -1199260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1199262.625000 Penalty: 4597.884766
	Iteration 37Q: 3 clusters Score -1199263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1199265.250000 Penalty: 4597.884766
	Iteration 38Q: 3 clusters Score -1199265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1199266.625000 Penalty: 4597.884766
	Iteration 39Q: 3 clusters Score -1199267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1199266.500000 Penalty: 4597.884766
	Iteration 40F: 3 clusters Score -1199266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1199266.000000 Penalty: 4597.884766
	Iteration 41Q: 3 clusters Score -1199266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1199268.000000 Penalty: 4597.884766
	Iteration 42Q: 3 clusters Score -1199268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1199265.375000 Penalty: 4597.884766
	Iteration 43Q: 3 clusters Score -1199265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1199268.625000 Penalty: 4597.884766
	Iteration 44Q: 3 clusters Score -1199269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1199268.875000 Penalty: 4597.884766
	Iteration 45Q: 3 clusters Score -1199269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1199269.625000 Penalty: 4597.884766
	Iteration 46Q: 3 clusters Score -1199270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1199273.375000 Penalty: 4597.884766
	Iteration 47Q: 3 clusters Score -1199273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1199274.125000 Penalty: 4597.884766
	Iteration 48Q: 3 clusters Score -1199274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1199272.875000 Penalty: 4597.884766
	Iteration 49Q: 3 clusters Score -1199273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1199272.875000 Penalty: 4597.884766
	Iteration 50Q: 3 clusters Score -1199273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1199272.125000 Penalty: 4597.884766
	Iteration 51Q: 3 clusters Score -1199272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1199273.625000 Penalty: 4597.884766
	Iteration 52Q: 3 clusters Score -1199274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1199272.875000 Penalty: 4597.884766
	Iteration 53Q: 3 clusters Score -1199273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1199279.250000 Penalty: 4597.884766
	Iteration 54Q: 3 clusters Score -1199279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1199276.375000 Penalty: 4597.884766
	Iteration 55Q: 3 clusters Score -1199276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1199279.750000 Penalty: 4597.884766
	Iteration 56Q: 3 clusters Score -1199280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1199282.500000 Penalty: 4597.884766
	Iteration 57Q: 3 clusters Score -1199282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1199284.875000 Penalty: 4597.884766
	Iteration 58Q: 3 clusters Score -1199285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1199285.375000 Penalty: 4597.884766
	Iteration 59Q: 3 clusters Score -1199285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1199286.625000 Penalty: 4597.884766
	Iteration 60F: 3 clusters Score -1199287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1199289.000000 Penalty: 4597.884766
	Iteration 61Q: 3 clusters Score -1199289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1199289.750000 Penalty: 4597.884766
	Iteration 62Q: 3 clusters Score -1199290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1199290.125000 Penalty: 4597.884766
	Iteration 63Q: 3 clusters Score -1199290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1199290.125000 Penalty: 4597.884766
	Iteration 64F: 3 clusters Score -1199290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (29354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Entering Unmasked Estep 
Score: -3580882.500000 Penalty: 2551.221680
	Iteration 0F: 2 clusters Score -3580882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -3560717.000000 Penalty: 5102.443359
	Iteration 0F: 3 clusters Score -3560717 nChanged 13401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -3568173.500000 Penalty: 5102.443359
	Iteration 1F: 3 clusters Score -3568174 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -3568900.000000 Penalty: 5102.443359
	Iteration 2F: 3 clusters Score -3568900 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -3569700.750000 Penalty: 5102.443359
	Iteration 3F: 3 clusters Score -3569701 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -3570669.250000 Penalty: 5102.443359
	Iteration 4F: 3 clusters Score -3570669 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -3571903.500000 Penalty: 5102.443359
	Iteration 5F: 3 clusters Score -3571904 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -3573475.000000 Penalty: 5102.443359
	Iteration 6F: 3 clusters Score -3573475 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -3575127.500000 Penalty: 5102.443359
	Iteration 7F: 3 clusters Score -3575128 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -3576639.000000 Penalty: 5102.443359
	Iteration 8F: 3 clusters Score -3576639 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -3577770.750000 Penalty: 5102.443359
	Iteration 9Q: 3 clusters Score -3577771 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -3578597.000000 Penalty: 5102.443359
	Iteration 10Q: 3 clusters Score -3578597 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -3579144.500000 Penalty: 5102.443359
	Iteration 11Q: 3 clusters Score -3579144 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
Score: -3579492.000000 Penalty: 5102.443359
	Iteration 12Q: 3 clusters Score -3579492 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -3579718.750000 Penalty: 5102.443359
	Iteration 13Q: 3 clusters Score -3579719 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -3579864.250000 Penalty: 5102.443359
	Iteration 14Q: 3 clusters Score -3579864 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 27657 members 
Entering Unmasked Estep 
Score: -3579983.500000 Penalty: 5102.443359
	Iteration 15Q: 3 clusters Score -3579984 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -3580053.500000 Penalty: 5102.443359
	Iteration 16Q: 3 clusters Score -3580054 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -3580103.000000 Penalty: 5102.443359
	Iteration 17Q: 3 clusters Score -3580103 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -3580143.250000 Penalty: 5102.443359
	Iteration 18Q: 3 clusters Score -3580143 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -3580174.250000 Penalty: 5102.443359
	Iteration 19Q: 3 clusters Score -3580174 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -3580190.500000 Penalty: 5102.443359
	Iteration 20F: 3 clusters Score -3580190 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
Score: -3580203.500000 Penalty: 5102.443359
	Iteration 21Q: 3 clusters Score -3580204 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -3580215.750000 Penalty: 5102.443359
	Iteration 22Q: 3 clusters Score -3580216 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -3580222.750000 Penalty: 5102.443359
	Iteration 23Q: 3 clusters Score -3580223 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -3580229.750000 Penalty: 5102.443359
	Iteration 24Q: 3 clusters Score -3580230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -3580230.250000 Penalty: 5102.443359
	Iteration 25Q: 3 clusters Score -3580230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -3580234.000000 Penalty: 5102.443359
	Iteration 26Q: 3 clusters Score -3580234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -3580233.750000 Penalty: 5102.443359
	Iteration 27Q: 3 clusters Score -3580234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 28258 members 
Entering Unmasked Estep 
Score: -3580237.500000 Penalty: 5102.443359
	Iteration 28Q: 3 clusters Score -3580238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -3580241.000000 Penalty: 5102.443359
	Iteration 29Q: 3 clusters Score -3580241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 28269 members 
Entering Unmasked Estep 
Score: -3580243.500000 Penalty: 5102.443359
	Iteration 30Q: 3 clusters Score -3580244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -3580240.000000 Penalty: 5102.443359
	Iteration 31Q: 3 clusters Score -3580240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -3580239.000000 Penalty: 5102.443359
	Iteration 32Q: 3 clusters Score -3580239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -3580242.500000 Penalty: 5102.443359
	Iteration 33Q: 3 clusters Score -3580242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -3580243.250000 Penalty: 5102.443359
	Iteration 34Q: 3 clusters Score -3580243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 28280 members 
Entering Unmasked Estep 
Score: -3580243.250000 Penalty: 5102.443359
	Iteration 35Q: 3 clusters Score -3580243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -3580245.250000 Penalty: 5102.443359
	Iteration 36Q: 3 clusters Score -3580245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -3580248.500000 Penalty: 5102.443359
	Iteration 37Q: 3 clusters Score -3580248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -3580249.250000 Penalty: 5102.443359
	Iteration 38Q: 3 clusters Score -3580249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -3580249.250000 Penalty: 5102.443359
	Iteration 39F: 3 clusters Score -3580249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Entering Unmasked Estep 
Score: -31677.947266 Penalty: 1444.848022
	Iteration 0F: 2 clusters Score -31677.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -30414.337891 Penalty: 2889.696045
	Iteration 0F: 3 clusters Score -30414.34 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -30591.152344 Penalty: 2889.696045
	Iteration 1F: 3 clusters Score -30591.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -30662.503906 Penalty: 2889.696045
	Iteration 2Q: 3 clusters Score -30662.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -30737.617188 Penalty: 2889.696045
	Iteration 3Q: 3 clusters Score -30737.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -30827.009766 Penalty: 2889.696045
	Iteration 4Q: 3 clusters Score -30827.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -30868.964844 Penalty: 2889.696045
	Iteration 5Q: 3 clusters Score -30868.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -30921.396484 Penalty: 2889.696045
	Iteration 6Q: 3 clusters Score -30921.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -30949.796875 Penalty: 2889.696045
	Iteration 7Q: 3 clusters Score -30949.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -30961.333984 Penalty: 2889.696045
	Iteration 8Q: 3 clusters Score -30961.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -30976.291016 Penalty: 2889.696045
	Iteration 9Q: 3 clusters Score -30976.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -30994.697266 Penalty: 2889.696045
	Iteration 10Q: 3 clusters Score -30994.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -31008.314453 Penalty: 2889.696045
	Iteration 11Q: 3 clusters Score -31008.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -31008.314453 Penalty: 2889.696045
	Iteration 12F: 3 clusters Score -31008.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -1546964.125000 Penalty: 2346.371826
	Iteration 0F: 2 clusters Score -1546964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1537487.500000 Penalty: 4692.743652
	Iteration 0F: 3 clusters Score -1537488 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1540521.875000 Penalty: 4692.743652
	Iteration 1F: 3 clusters Score -1540522 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1540970.375000 Penalty: 4692.743652
	Iteration 2F: 3 clusters Score -1540970 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1541386.250000 Penalty: 4692.743652
	Iteration 3F: 3 clusters Score -1541386 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1541810.625000 Penalty: 4692.743652
	Iteration 4F: 3 clusters Score -1541811 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1542192.625000 Penalty: 4692.743652
	Iteration 5F: 3 clusters Score -1542193 nChanged 633
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: -1542595.875000 Penalty: 4692.743652
	Iteration 6Q: 3 clusters Score -1542596 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1542981.125000 Penalty: 4692.743652
	Iteration 7Q: 3 clusters Score -1542981 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1543387.500000 Penalty: 4692.743652
	Iteration 8Q: 3 clusters Score -1543388 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1543775.875000 Penalty: 4692.743652
	Iteration 9Q: 3 clusters Score -1543776 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1544129.125000 Penalty: 4692.743652
	Iteration 10Q: 3 clusters Score -1544129 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1544481.000000 Penalty: 4692.743652
	Iteration 11Q: 3 clusters Score -1544481 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1544884 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1545305.750000 Penalty: 4692.743652
	Iteration 13Q: 3 clusters Score -1545306 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1545539.500000 Penalty: 4692.743652
	Iteration 14Q: 3 clusters Score -1545540 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1545650.000000 Penalty: 4692.743652
	Iteration 15Q: 3 clusters Score -1545650 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1545710.875000 Penalty: 4692.743652
	Iteration 16Q: 3 clusters Score -1545711 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1545771.125000 Penalty: 4692.743652
	Iteration 17Q: 3 clusters Score -1545771 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1545814.125000 Penalty: 4692.743652
	Iteration 18Q: 3 clusters Score -1545814 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1545855.000000 Penalty: 4692.743652
	Iteration 19Q: 3 clusters Score -1545855 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1545870.375000 Penalty: 4692.743652
	Iteration 20F: 3 clusters Score -1545870 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1545894.250000 Penalty: 4692.743652
	Iteration 21Q: 3 clusters Score -1545894 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1545909.750000 Penalty: 4692.743652
	Iteration 22Q: 3 clusters Score -1545910 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1545919.875000 Penalty: 4692.743652
	Iteration 23Q: 3 clusters Score -1545920 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1545922.625000 Penalty: 4692.743652
	Iteration 24Q: 3 clusters Score -1545923 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1545927.375000 Penalty: 4692.743652
	Iteration 25Q: 3 clusters Score -1545927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1545931.125000 Penalty: 4692.743652
	Iteration 26Q: 3 clusters Score -1545931 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1545929.500000 Penalty: 4692.743652
	Iteration 27Q: 3 clusters Score -1545930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1545933.875000 Penalty: 4692.743652
	Iteration 28Q: 3 clusters Score -1545934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1545934.250000 Penalty: 4692.743652
	Iteration 29Q: 3 clusters Score -1545934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1545933.875000 Penalty: 4692.743652
	Iteration 30Q: 3 clusters Score -1545934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1545936.375000 Penalty: 4692.743652
	Iteration 31Q: 3 clusters Score -1545936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1545939.625000 Penalty: 4692.743652
	Iteration 32Q: 3 clusters Score -1545940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1545939.625000 Penalty: 4692.743652
	Iteration 33Q: 3 clusters Score -1545940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1545941.125000 Penalty: 4692.743652
	Iteration 34Q: 3 clusters Score -1545941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1545939.000000 Penalty: 4692.743652
	Iteration 35Q: 3 clusters Score -1545939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1545939.000000 Penalty: 4692.743652
	Iteration 36Q: 3 clusters Score -1545939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1545938.500000 Penalty: 4692.743652
	Iteration 37Q: 3 clusters Score -1545938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1545942.750000 Penalty: 4692.743652
	Iteration 38Q: 3 clusters Score -1545943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1545942.750000 Penalty: 4692.743652
	Iteration 39Q: 3 clusters Score -1545943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1545945.375000 Penalty: 4692.743652
	Iteration 40F: 3 clusters Score -1545945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1545947.750000 Penalty: 4692.743652
	Iteration 41Q: 3 clusters Score -1545948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1545949.875000 Penalty: 4692.743652
	Iteration 42Q: 3 clusters Score -1545950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1545949.500000 Penalty: 4692.743652
	Iteration 43Q: 3 clusters Score -1545950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1545950.250000 Penalty: 4692.743652
	Iteration 44Q: 3 clusters Score -1545950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1545951.750000 Penalty: 4692.743652
	Iteration 45Q: 3 clusters Score -1545952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1545955.125000 Penalty: 4692.743652
	Iteration 46Q: 3 clusters Score -1545955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1545960.875000 Penalty: 4692.743652
	Iteration 47Q: 3 clusters Score -1545961 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1545964.000000 Penalty: 4692.743652
	Iteration 48Q: 3 clusters Score -1545964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1545966.500000 Penalty: 4692.743652
	Iteration 49Q: 3 clusters Score -1545966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1545966.500000 Penalty: 4692.743652
	Iteration 50Q: 3 clusters Score -1545966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1545967.250000 Penalty: 4692.743652
	Iteration 51Q: 3 clusters Score -1545967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1545967.625000 Penalty: 4692.743652
	Iteration 52Q: 3 clusters Score -1545968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1545968.750000 Penalty: 4692.743652
	Iteration 53Q: 3 clusters Score -1545969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1545969.625000 Penalty: 4692.743652
	Iteration 54Q: 3 clusters Score -1545970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1545968.375000 Penalty: 4692.743652
	Iteration 55Q: 3 clusters Score -1545968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1545968.625000 Penalty: 4692.743652
	Iteration 56Q: 3 clusters Score -1545969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1545966.375000 Penalty: 4692.743652
	Iteration 57Q: 3 clusters Score -1545966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1545969.000000 Penalty: 4692.743652
	Iteration 58Q: 3 clusters Score -1545969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1545967.500000 Penalty: 4692.743652
	Iteration 59Q: 3 clusters Score -1545968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1545970.875000 Penalty: 4692.743652
	Iteration 60F: 3 clusters Score -1545971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1545973.375000 Penalty: 4692.743652
	Iteration 61Q: 3 clusters Score -1545973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1545974.250000 Penalty: 4692.743652
	Iteration 62Q: 3 clusters Score -1545974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1545972.625000 Penalty: 4692.743652
	Iteration 63Q: 3 clusters Score -1545973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1545972.250000 Penalty: 4692.743652
	Iteration 64Q: 3 clusters Score -1545972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1545972.250000 Penalty: 4692.743652
	Iteration 65F: 3 clusters Score -1545972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Entering Unmasked Estep 
Score: -1294571.125000 Penalty: 2309.687988
	Iteration 0F: 2 clusters Score -1294571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1286255.375000 Penalty: 4619.375977
	Iteration 0F: 3 clusters Score -1286255 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1288749.125000 Penalty: 4619.375977
	Iteration 1F: 3 clusters Score -1288749 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1289117.125000 Penalty: 4619.375977
	Iteration 2F: 3 clusters Score -1289117 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1289474.500000 Penalty: 4619.375977
	Iteration 3F: 3 clusters Score -1289474 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1289859.500000 Penalty: 4619.375977
	Iteration 4F: 3 clusters Score -1289860 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1290249.625000 Penalty: 4619.375977
	Iteration 5F: 3 clusters Score -1290250 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1290610.500000 Penalty: 4619.375977
	Iteration 6F: 3 clusters Score -1290610 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1290914.375000 Penalty: 4619.375977
	Iteration 7Q: 3 clusters Score -1290914 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1291145.000000 Penalty: 4619.375977
	Iteration 8Q: 3 clusters Score -1291145 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1291340.500000 Penalty: 4619.375977
	Iteration 9Q: 3 clusters Score -1291340 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1291495.250000 Penalty: 4619.375977
	Iteration 10Q: 3 clusters Score -1291495 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1291613.750000 Penalty: 4619.375977
	Iteration 11Q: 3 clusters Score -1291614 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1291710.000000 Penalty: 4619.375977
	Iteration 12Q: 3 clusters Score -1291710 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1291814.750000 Penalty: 4619.375977
	Iteration 13Q: 3 clusters Score -1291815 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1291914.750000 Penalty: 4619.375977
	Iteration 14Q: 3 clusters Score -1291915 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1292006.875000 Penalty: 4619.375977
	Iteration 15Q: 3 clusters Score -1292007 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1292091.000000 Penalty: 4619.375977
	Iteration 16Q: 3 clusters Score -1292091 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1292166.250000 Penalty: 4619.375977
	Iteration 17Q: 3 clusters Score -1292166 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1292236.000000 Penalty: 4619.375977
	Iteration 18Q: 3 clusters Score -1292236 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1292312.375000 Penalty: 4619.375977
	Iteration 19Q: 3 clusters Score -1292312 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1292389.750000 Penalty: 4619.375977
	Iteration 20F: 3 clusters Score -1292390 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1292460.375000 Penalty: 4619.375977
	Iteration 21Q: 3 clusters Score -1292460 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1292522.500000 Penalty: 4619.375977
	Iteration 22Q: 3 clusters Score -1292522 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1292567.875000 Penalty: 4619.375977
	Iteration 23Q: 3 clusters Score -1292568 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1292615.250000 Penalty: 4619.375977
	Iteration 24Q: 3 clusters Score -1292615 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1292642.875000 Penalty: 4619.375977
	Iteration 25Q: 3 clusters Score -1292643 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1292675.250000 Penalty: 4619.375977
	Iteration 26Q: 3 clusters Score -1292675 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1292700.125000 Penalty: 4619.375977
	Iteration 27Q: 3 clusters Score -1292700 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1292721.375000 Penalty: 4619.375977
	Iteration 28Q: 3 clusters Score -1292721 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1292738.500000 Penalty: 4619.375977
	Iteration 29Q: 3 clusters Score -1292738 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1292762.625000 Penalty: 4619.375977
	Iteration 30Q: 3 clusters Score -1292763 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1292778.875000 Penalty: 4619.375977
	Iteration 31Q: 3 clusters Score -1292779 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1292794.000000 Penalty: 4619.375977
	Iteration 32Q: 3 clusters Score -1292794 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1292805.625000 Penalty: 4619.375977
	Iteration 33Q: 3 clusters Score -1292806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1292816.500000 Penalty: 4619.375977
	Iteration 34Q: 3 clusters Score -1292816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1292819.250000 Penalty: 4619.375977
	Iteration 35Q: 3 clusters Score -1292819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1292826.875000 Penalty: 4619.375977
	Iteration 36Q: 3 clusters Score -1292827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1292833.375000 Penalty: 4619.375977
	Iteration 37Q: 3 clusters Score -1292833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1292837.250000 Penalty: 4619.375977
	Iteration 38Q: 3 clusters Score -1292837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1292844.250000 Penalty: 4619.375977
	Iteration 39Q: 3 clusters Score -1292844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1292848.875000 Penalty: 4619.375977
	Iteration 40F: 3 clusters Score -1292849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1292856.000000 Penalty: 4619.375977
	Iteration 41Q: 3 clusters Score -1292856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1292859.125000 Penalty: 4619.375977
	Iteration 42Q: 3 clusters Score -1292859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1292867.375000 Penalty: 4619.375977
	Iteration 43Q: 3 clusters Score -1292867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1292879.750000 Penalty: 4619.375977
	Iteration 44Q: 3 clusters Score -1292880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1292895.625000 Penalty: 4619.375977
	Iteration 45Q: 3 clusters Score -1292896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1292904.875000 Penalty: 4619.375977
	Iteration 46Q: 3 clusters Score -1292905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1292913.500000 Penalty: 4619.375977
	Iteration 47Q: 3 clusters Score -1292914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1292919.875000 Penalty: 4619.375977
	Iteration 48Q: 3 clusters Score -1292920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1292935.875000 Penalty: 4619.375977
	Iteration 49Q: 3 clusters Score -1292936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1292942.250000 Penalty: 4619.375977
	Iteration 50Q: 3 clusters Score -1292942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1292949.125000 Penalty: 4619.375977
	Iteration 51Q: 3 clusters Score -1292949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1292951.375000 Penalty: 4619.375977
	Iteration 52Q: 3 clusters Score -1292951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1292951.375000 Penalty: 4619.375977
	Iteration 53F: 3 clusters Score -1292951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Entering Unmasked Estep 
Score: -653525.562500 Penalty: 2143.318848
	Iteration 0F: 2 clusters Score -653525.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -648560.375000 Penalty: 4286.637695
	Iteration 0F: 3 clusters Score -648560.4 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -649775.062500 Penalty: 4286.637695
	Iteration 1F: 3 clusters Score -649775.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -650022.312500 Penalty: 4286.637695
	Iteration 2F: 3 clusters Score -650022.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -650183.625000 Penalty: 4286.637695
	Iteration 3F: 3 clusters Score -650183.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -650306.562500 Penalty: 4286.637695
	Iteration 4Q: 3 clusters Score -650306.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -650416.187500 Penalty: 4286.637695
	Iteration 5Q: 3 clusters Score -650416.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -650520.562500 Penalty: 4286.637695
	Iteration 6Q: 3 clusters Score -650520.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -650621.000000 Penalty: 4286.637695
	Iteration 7Q: 3 clusters Score -650621 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -650715.500000 Penalty: 4286.637695
	Iteration 8Q: 3 clusters Score -650715.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -650800.125000 Penalty: 4286.637695
	Iteration 9Q: 3 clusters Score -650800.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -650887.062500 Penalty: 4286.637695
	Iteration 10Q: 3 clusters Score -650887.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -650980.000000 Penalty: 4286.637695
	Iteration 11Q: 3 clusters Score -650980 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -651073.375000 Penalty: 4286.637695
	Iteration 12Q: 3 clusters Score -651073.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -651146.125000 Penalty: 4286.637695
	Iteration 13Q: 3 clusters Score -651146.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -651220.312500 Penalty: 4286.637695
	Iteration 14Q: 3 clusters Score -651220.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -651282.437500 Penalty: 4286.637695
	Iteration 15Q: 3 clusters Score -651282.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -651327.625000 Penalty: 4286.637695
	Iteration 16Q: 3 clusters Score -651327.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -651357.375000 Penalty: 4286.637695
	Iteration 17Q: 3 clusters Score -651357.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -651387.062500 Penalty: 4286.637695
	Iteration 18Q: 3 clusters Score -651387.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -651424.750000 Penalty: 4286.637695
	Iteration 19Q: 3 clusters Score -651424.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -651461.250000 Penalty: 4286.637695
	Iteration 20F: 3 clusters Score -651461.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -651494.187500 Penalty: 4286.637695
	Iteration 21Q: 3 clusters Score -651494.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -651524.062500 Penalty: 4286.637695
	Iteration 22Q: 3 clusters Score -651524.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -651547.625000 Penalty: 4286.637695
	Iteration 23Q: 3 clusters Score -651547.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -651571.437500 Penalty: 4286.637695
	Iteration 24Q: 3 clusters Score -651571.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -651588.000000 Penalty: 4286.637695
	Iteration 25Q: 3 clusters Score -651588 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -651601.375000 Penalty: 4286.637695
	Iteration 26Q: 3 clusters Score -651601.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -651613.875000 Penalty: 4286.637695
	Iteration 27Q: 3 clusters Score -651613.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -651623.875000 Penalty: 4286.637695
	Iteration 28Q: 3 clusters Score -651623.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -651630.812500 Penalty: 4286.637695
	Iteration 29Q: 3 clusters Score -651630.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -651641.687500 Penalty: 4286.637695
	Iteration 30Q: 3 clusters Score -651641.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -651657.000000 Penalty: 4286.637695
	Iteration 31Q: 3 clusters Score -651657 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -651670.937500 Penalty: 4286.637695
	Iteration 32Q: 3 clusters Score -651670.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -651681.875000 Penalty: 4286.637695
	Iteration 33Q: 3 clusters Score -651681.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -651698.625000 Penalty: 4286.637695
	Iteration 34Q: 3 clusters Score -651698.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -651712.187500 Penalty: 4286.637695
	Iteration 35Q: 3 clusters Score -651712.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -651724.937500 Penalty: 4286.637695
	Iteration 36Q: 3 clusters Score -651724.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -651741.125000 Penalty: 4286.637695
	Iteration 37Q: 3 clusters Score -651741.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -651750.687500 Penalty: 4286.637695
	Iteration 38Q: 3 clusters Score -651750.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -651755.375000 Penalty: 4286.637695
	Iteration 39Q: 3 clusters Score -651755.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -651757.625000 Penalty: 4286.637695
	Iteration 40F: 3 clusters Score -651757.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -651760.375000 Penalty: 4286.637695
	Iteration 41Q: 3 clusters Score -651760.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -651762.562500 Penalty: 4286.637695
	Iteration 42Q: 3 clusters Score -651762.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -651764.687500 Penalty: 4286.637695
	Iteration 43Q: 3 clusters Score -651764.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -651766.750000 Penalty: 4286.637695
	Iteration 44Q: 3 clusters Score -651766.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -651767.375000 Penalty: 4286.637695
	Iteration 45Q: 3 clusters Score -651767.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -651768.312500 Penalty: 4286.637695
	Iteration 46Q: 3 clusters Score -651768.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -651769.187500 Penalty: 4286.637695
	Iteration 47Q: 3 clusters Score -651769.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -651770.375000 Penalty: 4286.637695
	Iteration 48Q: 3 clusters Score -651770.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -651772.437500 Penalty: 4286.637695
	Iteration 49Q: 3 clusters Score -651772.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -651776.750000 Penalty: 4286.637695
	Iteration 50Q: 3 clusters Score -651776.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -651782.062500 Penalty: 4286.637695
	Iteration 51Q: 3 clusters Score -651782.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -651789.750000 Penalty: 4286.637695
	Iteration 52Q: 3 clusters Score -651789.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -651797.625000 Penalty: 4286.637695
	Iteration 53Q: 3 clusters Score -651797.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -651799.562500 Penalty: 4286.637695
	Iteration 54Q: 3 clusters Score -651799.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -651804.187500 Penalty: 4286.637695
	Iteration 55Q: 3 clusters Score -651804.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -651808.875000 Penalty: 4286.637695
	Iteration 56Q: 3 clusters Score -651808.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -651818.375000 Penalty: 4286.637695
	Iteration 57Q: 3 clusters Score -651818.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -651827.750000 Penalty: 4286.637695
	Iteration 58Q: 3 clusters Score -651827.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -651841.875000 Penalty: 4286.637695
	Iteration 59Q: 3 clusters Score -651841.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -651851.562500 Penalty: 4286.637695
	Iteration 60F: 3 clusters Score -651851.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -651856.062500 Penalty: 4286.637695
	Iteration 61Q: 3 clusters Score -651856.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -651860.250000 Penalty: 4286.637695
	Iteration 62Q: 3 clusters Score -651860.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -651861.750000 Penalty: 4286.637695
	Iteration 63Q: 3 clusters Score -651861.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -651865.187500 Penalty: 4286.637695
	Iteration 64Q: 3 clusters Score -651865.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -651871.250000 Penalty: 4286.637695
	Iteration 65Q: 3 clusters Score -651871.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -651873.562500 Penalty: 4286.637695
	Iteration 66Q: 3 clusters Score -651873.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -651880.812500 Penalty: 4286.637695
	Iteration 67Q: 3 clusters Score -651880.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -651884.062500 Penalty: 4286.637695
	Iteration 68Q: 3 clusters Score -651884.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -651886.437500 Penalty: 4286.637695
	Iteration 69Q: 3 clusters Score -651886.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -651889.375000 Penalty: 4286.637695
	Iteration 70Q: 3 clusters Score -651889.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -651891.875000 Penalty: 4286.637695
	Iteration 71Q: 3 clusters Score -651891.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -651894.812500 Penalty: 4286.637695
	Iteration 72Q: 3 clusters Score -651894.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -651896.875000 Penalty: 4286.637695
	Iteration 73Q: 3 clusters Score -651896.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -651896.375000 Penalty: 4286.637695
	Iteration 74Q: 3 clusters Score -651896.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -651898.500000 Penalty: 4286.637695
	Iteration 75Q: 3 clusters Score -651898.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -651898.500000 Penalty: 4286.637695
	Iteration 76F: 3 clusters Score -651898.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (12269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Entering Unmasked Estep 
Score: -1485786.375000 Penalty: 2334.878174
	Iteration 0F: 2 clusters Score -1485786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1476662.875000 Penalty: 4669.756348
	Iteration 0F: 3 clusters Score -1476663 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1479487.250000 Penalty: 4669.756348
	Iteration 1F: 3 clusters Score -1479487 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1479899.125000 Penalty: 4669.756348
	Iteration 2F: 3 clusters Score -1479899 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1480233.875000 Penalty: 4669.756348
	Iteration 3F: 3 clusters Score -1480234 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1480532.750000 Penalty: 4669.756348
	Iteration 4F: 3 clusters Score -1480533 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1480872.750000 Penalty: 4669.756348
	Iteration 5Q: 3 clusters Score -1480873 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1481275.750000 Penalty: 4669.756348
	Iteration 6F: 3 clusters Score -1481276 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1481756.000000 Penalty: 4669.756348
	Iteration 7F: 3 clusters Score -1481756 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1482280.750000 Penalty: 4669.756348
	Iteration 8F: 3 clusters Score -1482281 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1482725.250000 Penalty: 4669.756348
	Iteration 9Q: 3 clusters Score -1482725 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1483101.000000 Penalty: 4669.756348
	Iteration 10Q: 3 clusters Score -1483101 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1483384.625000 Penalty: 4669.756348
	Iteration 11Q: 3 clusters Score -1483385 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1483558.500000 Penalty: 4669.756348
	Iteration 12Q: 3 clusters Score -1483558 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1483686.250000 Penalty: 4669.756348
	Iteration 13Q: 3 clusters Score -1483686 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -1483774.875000 Penalty: 4669.756348
	Iteration 14Q: 3 clusters Score -1483775 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1483846.625000 Penalty: 4669.756348
	Iteration 15Q: 3 clusters Score -1483847 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1483902.875000 Penalty: 4669.756348
	Iteration 16Q: 3 clusters Score -1483903 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1483943.375000 Penalty: 4669.756348
	Iteration 17Q: 3 clusters Score -1483943 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1483973.500000 Penalty: 4669.756348
	Iteration 18Q: 3 clusters Score -1483974 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1483994.375000 Penalty: 4669.756348
	Iteration 19Q: 3 clusters Score -1483994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1484004.625000 Penalty: 4669.756348
	Iteration 20F: 3 clusters Score -1484005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1484013.625000 Penalty: 4669.756348
	Iteration 21Q: 3 clusters Score -1484014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1484024.625000 Penalty: 4669.756348
	Iteration 22Q: 3 clusters Score -1484025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1484032.000000 Penalty: 4669.756348
	Iteration 23Q: 3 clusters Score -1484032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1484038.750000 Penalty: 4669.756348
	Iteration 24Q: 3 clusters Score -1484039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1484044.500000 Penalty: 4669.756348
	Iteration 25Q: 3 clusters Score -1484044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1484048.625000 Penalty: 4669.756348
	Iteration 26Q: 3 clusters Score -1484049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1484058.625000 Penalty: 4669.756348
	Iteration 27Q: 3 clusters Score -1484059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1484058.875000 Penalty: 4669.756348
	Iteration 28Q: 3 clusters Score -1484059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1484057.750000 Penalty: 4669.756348
	Iteration 29Q: 3 clusters Score -1484058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1484059.500000 Penalty: 4669.756348
	Iteration 30Q: 3 clusters Score -1484060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1484058.375000 Penalty: 4669.756348
	Iteration 31Q: 3 clusters Score -1484058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1484063.250000 Penalty: 4669.756348
	Iteration 32Q: 3 clusters Score -1484063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1484067.500000 Penalty: 4669.756348
	Iteration 33Q: 3 clusters Score -1484068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1484070.625000 Penalty: 4669.756348
	Iteration 34Q: 3 clusters Score -1484071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1484072.750000 Penalty: 4669.756348
	Iteration 35Q: 3 clusters Score -1484073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1484077.375000 Penalty: 4669.756348
	Iteration 36Q: 3 clusters Score -1484077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1484077.375000 Penalty: 4669.756348
	Iteration 37F: 3 clusters Score -1484077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Entering Unmasked Estep 
Score: -338275.812500 Penalty: 2002.126709
	Iteration 0F: 2 clusters Score -338275.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -334889.375000 Penalty: 4004.253418
	Iteration 0F: 3 clusters Score -334889.4 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -335651.718750 Penalty: 4004.253418
	Iteration 1F: 3 clusters Score -335651.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -335905.437500 Penalty: 4004.253418
	Iteration 2F: 3 clusters Score -335905.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -336075.156250 Penalty: 4004.253418
	Iteration 3F: 3 clusters Score -336075.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -336230.875000 Penalty: 4004.253418
	Iteration 4Q: 3 clusters Score -336230.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -336336.468750 Penalty: 4004.253418
	Iteration 5Q: 3 clusters Score -336336.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -336425.031250 Penalty: 4004.253418
	Iteration 6Q: 3 clusters Score -336425 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -336510.343750 Penalty: 4004.253418
	Iteration 7Q: 3 clusters Score -336510.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -336579.687500 Penalty: 4004.253418
	Iteration 8Q: 3 clusters Score -336579.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -336640.468750 Penalty: 4004.253418
	Iteration 9Q: 3 clusters Score -336640.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -336689.125000 Penalty: 4004.253418
	Iteration 10Q: 3 clusters Score -336689.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -336721.125000 Penalty: 4004.253418
	Iteration 11Q: 3 clusters Score -336721.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -336759.875000 Penalty: 4004.253418
	Iteration 12Q: 3 clusters Score -336759.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -336790.812500 Penalty: 4004.253418
	Iteration 13Q: 3 clusters Score -336790.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -336813.562500 Penalty: 4004.253418
	Iteration 14Q: 3 clusters Score -336813.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -336836.375000 Penalty: 4004.253418
	Iteration 15Q: 3 clusters Score -336836.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -336856.406250 Penalty: 4004.253418
	Iteration 16Q: 3 clusters Score -336856.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -336876.281250 Penalty: 4004.253418
	Iteration 17Q: 3 clusters Score -336876.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -336891.218750 Penalty: 4004.253418
	Iteration 18Q: 3 clusters Score -336891.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -336902.812500 Penalty: 4004.253418
	Iteration 19Q: 3 clusters Score -336902.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -336909.031250 Penalty: 4004.253418
	Iteration 20F: 3 clusters Score -336909 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -336916.093750 Penalty: 4004.253418
	Iteration 21Q: 3 clusters Score -336916.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -336919.687500 Penalty: 4004.253418
	Iteration 22Q: 3 clusters Score -336919.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -336923.531250 Penalty: 4004.253418
	Iteration 23Q: 3 clusters Score -336923.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -336925.375000 Penalty: 4004.253418
	Iteration 24Q: 3 clusters Score -336925.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -336926.812500 Penalty: 4004.253418
	Iteration 25Q: 3 clusters Score -336926.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -336929.343750 Penalty: 4004.253418
	Iteration 26Q: 3 clusters Score -336929.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -336929.343750 Penalty: 4004.253418
	Iteration 27F: 3 clusters Score -336929.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Entering Unmasked Estep 
Score: -735081.437500 Penalty: 2176.336426
	Iteration 0F: 2 clusters Score -735081.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -729749.062500 Penalty: 4352.672852
	Iteration 0F: 3 clusters Score -729749.1 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -731444.750000 Penalty: 4352.672852
	Iteration 1F: 3 clusters Score -731444.8 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -732172.500000 Penalty: 4352.672852
	Iteration 2F: 3 clusters Score -732172.5 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -732941.687500 Penalty: 4352.672852
	Iteration 3F: 3 clusters Score -732941.7 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -733591.687500 Penalty: 4352.672852
	Iteration 4F: 3 clusters Score -733591.7 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -733982.687500 Penalty: 4352.672852
	Iteration 5F: 3 clusters Score -733982.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -734182.375000 Penalty: 4352.672852
	Iteration 6Q: 3 clusters Score -734182.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -734315.000000 Penalty: 4352.672852
	Iteration 7Q: 3 clusters Score -734315 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -734394.500000 Penalty: 4352.672852
	Iteration 8Q: 3 clusters Score -734394.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -734432.562500 Penalty: 4352.672852
	Iteration 9Q: 3 clusters Score -734432.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -734450.437500 Penalty: 4352.672852
	Iteration 10Q: 3 clusters Score -734450.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -734465.062500 Penalty: 4352.672852
	Iteration 11Q: 3 clusters Score -734465.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -734478.375000 Penalty: 4352.672852
	Iteration 12Q: 3 clusters Score -734478.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -734482.312500 Penalty: 4352.672852
	Iteration 13Q: 3 clusters Score -734482.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -734484.687500 Penalty: 4352.672852
	Iteration 14Q: 3 clusters Score -734484.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -734487.062500 Penalty: 4352.672852
	Iteration 15Q: 3 clusters Score -734487.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -734490.562500 Penalty: 4352.672852
	Iteration 16Q: 3 clusters Score -734490.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -734493.625000 Penalty: 4352.672852
	Iteration 17Q: 3 clusters Score -734493.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -734496.250000 Penalty: 4352.672852
	Iteration 18Q: 3 clusters Score -734496.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -734497.812500 Penalty: 4352.672852
	Iteration 19Q: 3 clusters Score -734497.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -734502.250000 Penalty: 4352.672852
	Iteration 20F: 3 clusters Score -734502.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -734507.312500 Penalty: 4352.672852
	Iteration 21Q: 3 clusters Score -734507.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -734511.125000 Penalty: 4352.672852
	Iteration 22Q: 3 clusters Score -734511.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -734515.500000 Penalty: 4352.672852
	Iteration 23Q: 3 clusters Score -734515.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -734517.000000 Penalty: 4352.672852
	Iteration 24Q: 3 clusters Score -734517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -734521.750000 Penalty: 4352.672852
	Iteration 25Q: 3 clusters Score -734521.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -734522.875000 Penalty: 4352.672852
	Iteration 26Q: 3 clusters Score -734522.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -734524.937500 Penalty: 4352.672852
	Iteration 27Q: 3 clusters Score -734524.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -734525.687500 Penalty: 4352.672852
	Iteration 28Q: 3 clusters Score -734525.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -734525.375000 Penalty: 4352.672852
	Iteration 29Q: 3 clusters Score -734525.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -734525.375000 Penalty: 4352.672852
	Iteration 30F: 3 clusters Score -734525.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Entering Unmasked Estep 
Score: -1263278.625000 Penalty: 2306.535645
	Iteration 0F: 2 clusters Score -1263279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1255085.750000 Penalty: 4613.071289
	Iteration 0F: 3 clusters Score -1255086 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1257527.375000 Penalty: 4613.071289
	Iteration 1F: 3 clusters Score -1257527 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1257999.125000 Penalty: 4613.071289
	Iteration 2F: 3 clusters Score -1257999 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1258482.625000 Penalty: 4613.071289
	Iteration 3F: 3 clusters Score -1258483 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1258981.250000 Penalty: 4613.071289
	Iteration 4F: 3 clusters Score -1258981 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1259469.750000 Penalty: 4613.071289
	Iteration 5F: 3 clusters Score -1259470 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1259960.000000 Penalty: 4613.071289
	Iteration 6F: 3 clusters Score -1259960 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1260419.750000 Penalty: 4613.071289
	Iteration 7F: 3 clusters Score -1260420 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1260826.625000 Penalty: 4613.071289
	Iteration 8F: 3 clusters Score -1260827 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1261168.375000 Penalty: 4613.071289
	Iteration 9Q: 3 clusters Score -1261168 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1261455.625000 Penalty: 4613.071289
	Iteration 10Q: 3 clusters Score -1261456 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1261675.750000 Penalty: 4613.071289
	Iteration 11Q: 3 clusters Score -1261676 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1261888.500000 Penalty: 4613.071289
	Iteration 12Q: 3 clusters Score -1261888 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1262091.750000 Penalty: 4613.071289
	Iteration 13Q: 3 clusters Score -1262092 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1262251.875000 Penalty: 4613.071289
	Iteration 14Q: 3 clusters Score -1262252 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1262410.875000 Penalty: 4613.071289
	Iteration 15Q: 3 clusters Score -1262411 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1262535.250000 Penalty: 4613.071289
	Iteration 16Q: 3 clusters Score -1262535 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1262582.750000 Penalty: 4613.071289
	Iteration 17Q: 3 clusters Score -1262583 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1262605.875000 Penalty: 4613.071289
	Iteration 18Q: 3 clusters Score -1262606 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1262615.500000 Penalty: 4613.071289
	Iteration 19Q: 3 clusters Score -1262616 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1262621.875000 Penalty: 4613.071289
	Iteration 20F: 3 clusters Score -1262622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1262626.000000 Penalty: 4613.071289
	Iteration 21Q: 3 clusters Score -1262626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1262625.625000 Penalty: 4613.071289
	Iteration 22Q: 3 clusters Score -1262626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1262629.250000 Penalty: 4613.071289
	Iteration 23Q: 3 clusters Score -1262629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1262629.375000 Penalty: 4613.071289
	Iteration 24Q: 3 clusters Score -1262629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1262632.000000 Penalty: 4613.071289
	Iteration 25Q: 3 clusters Score -1262632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1262632.375000 Penalty: 4613.071289
	Iteration 26Q: 3 clusters Score -1262632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1262632.375000 Penalty: 4613.071289
	Iteration 27F: 3 clusters Score -1262632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (54429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54429 members 
Entering Unmasked Estep 
Score: -6655863.000000 Penalty: 2704.353760
	Iteration 0F: 2 clusters Score -6655863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -6619212.500000 Penalty: 5408.707520
	Iteration 0F: 3 clusters Score -6619212 nChanged 25239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -6633319.000000 Penalty: 5408.707520
	Iteration 1F: 3 clusters Score -6633319 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -6633935.500000 Penalty: 5408.707520
	Iteration 2Q: 3 clusters Score -6633936 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 28898 members 
Entering Unmasked Estep 
Score: -6634630.000000 Penalty: 5408.707520
	Iteration 3Q: 3 clusters Score -6634630 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -6635302.000000 Penalty: 5408.707520
	Iteration 4Q: 3 clusters Score -6635302 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -6636222.000000 Penalty: 5408.707520
	Iteration 5Q: 3 clusters Score -6636222 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -6637393.500000 Penalty: 5408.707520
	Iteration 6Q: 3 clusters Score -6637394 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -6639148.000000 Penalty: 5408.707520
	Iteration 7F: 3 clusters Score -6639148 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 39578 members 
Entering Unmasked Estep 
Score: -6641514.500000 Penalty: 5408.707520
	Iteration 8F: 3 clusters Score -6641514 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 43259 members 
Entering Unmasked Estep 
Score: -6644364.000000 Penalty: 5408.707520
	Iteration 9F: 3 clusters Score -6644364 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 46788 members 
Entering Unmasked Estep 
Score: -6647416.000000 Penalty: 5408.707520
	Iteration 10F: 3 clusters Score -6647416 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 49558 members 
Entering Unmasked Estep 
Score: -6649971.000000 Penalty: 5408.707520
	Iteration 11F: 3 clusters Score -6649971 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 51291 members 
Entering Unmasked Estep 
Score: -6651564.000000 Penalty: 5408.707520
	Iteration 12Q: 3 clusters Score -6651564 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 52229 members 
Entering Unmasked Estep 
Score: -6652445.500000 Penalty: 5408.707520
	Iteration 13Q: 3 clusters Score -6652446 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 52719 members 
Entering Unmasked Estep 
Score: -6652903.000000 Penalty: 5408.707520
	Iteration 14Q: 3 clusters Score -6652903 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 53004 members 
Entering Unmasked Estep 
Score: -6653151.000000 Penalty: 5408.707520
	Iteration 15Q: 3 clusters Score -6653151 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 53168 members 
Entering Unmasked Estep 
Score: -6653287.000000 Penalty: 5408.707520
	Iteration 16Q: 3 clusters Score -6653287 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 53272 members 
Entering Unmasked Estep 
Score: -6653360.000000 Penalty: 5408.707520
	Iteration 17Q: 3 clusters Score -6653360 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 53333 members 
Entering Unmasked Estep 
Score: -6653410.500000 Penalty: 5408.707520
	Iteration 18Q: 3 clusters Score -6653410 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 53381 members 
Entering Unmasked Estep 
Score: -6653433.000000 Penalty: 5408.707520
	Iteration 19Q: 3 clusters Score -6653433 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 53413 members 
Entering Unmasked Estep 
Score: -6653472.500000 Penalty: 5408.707520
	Iteration 20F: 3 clusters Score -6653472 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 53444 members 
Entering Unmasked Estep 
Score: -6653493.500000 Penalty: 5408.707520
	Iteration 21Q: 3 clusters Score -6653494 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 53474 members 
Entering Unmasked Estep 
Score: -6653515.000000 Penalty: 5408.707520
	Iteration 22Q: 3 clusters Score -6653515 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 53502 members 
Entering Unmasked Estep 
Score: -6653533.500000 Penalty: 5408.707520
	Iteration 23Q: 3 clusters Score -6653534 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 53523 members 
Entering Unmasked Estep 
Score: -6653548.500000 Penalty: 5408.707520
	Iteration 24Q: 3 clusters Score -6653548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 53536 members 
Entering Unmasked Estep 
Score: -6653567.000000 Penalty: 5408.707520
	Iteration 25Q: 3 clusters Score -6653567 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 53549 members 
Entering Unmasked Estep 
Score: -6653577.000000 Penalty: 5408.707520
	Iteration 26Q: 3 clusters Score -6653577 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 53562 members 
Entering Unmasked Estep 
Score: -6653584.500000 Penalty: 5408.707520
	Iteration 27Q: 3 clusters Score -6653584 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 53573 members 
Entering Unmasked Estep 
Score: -6653589.000000 Penalty: 5408.707520
	Iteration 28Q: 3 clusters Score -6653589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 53582 members 
Entering Unmasked Estep 
Score: -6653593.500000 Penalty: 5408.707520
	Iteration 29Q: 3 clusters Score -6653594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 53590 members 
Entering Unmasked Estep 
Score: -6653601.000000 Penalty: 5408.707520
	Iteration 30Q: 3 clusters Score -6653601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 53596 members 
Entering Unmasked Estep 
Score: -6653606.000000 Penalty: 5408.707520
	Iteration 31Q: 3 clusters Score -6653606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 53600 members 
Entering Unmasked Estep 
Score: -6653606.500000 Penalty: 5408.707520
	Iteration 32Q: 3 clusters Score -6653606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 53607 members 
Entering Unmasked Estep 
Score: -6653614.000000 Penalty: 5408.707520
	Iteration 33Q: 3 clusters Score -6653614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 53610 members 
Entering Unmasked Estep 
Score: -6653613.000000 Penalty: 5408.707520
	Iteration 34Q: 3 clusters Score -6653613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 53611 members 
Entering Unmasked Estep 
Score: -6653611.000000 Penalty: 5408.707520
	Iteration 35Q: 3 clusters Score -6653611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 53611 members 
Entering Unmasked Estep 
Score: -6653612.000000 Penalty: 5408.707520
	Iteration 36Q: 3 clusters Score -6653612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 53611 members 
Entering Unmasked Estep 
Score: -6653612.000000 Penalty: 5408.707520
	Iteration 37F: 3 clusters Score -6653612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (23395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Entering Unmasked Estep 
Score: -2862250.500000 Penalty: 2494.948975
	Iteration 0F: 2 clusters Score -2862250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -2846038.750000 Penalty: 4989.897949
	Iteration 0F: 3 clusters Score -2846039 nChanged 10334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -2851590.750000 Penalty: 4989.897949
	Iteration 1F: 3 clusters Score -2851591 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -2852180.500000 Penalty: 4989.897949
	Iteration 2F: 3 clusters Score -2852180 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -2852913.000000 Penalty: 4989.897949
	Iteration 3F: 3 clusters Score -2852913 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -2853885.000000 Penalty: 4989.897949
	Iteration 4F: 3 clusters Score -2853885 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -2855065.750000 Penalty: 4989.897949
	Iteration 5F: 3 clusters Score -2855066 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -2856214.750000 Penalty: 4989.897949
	Iteration 6F: 3 clusters Score -2856215 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -2857111.500000 Penalty: 4989.897949
	Iteration 7F: 3 clusters Score -2857112 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -2857745.500000 Penalty: 4989.897949
	Iteration 8Q: 3 clusters Score -2857746 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -2858244.250000 Penalty: 4989.897949
	Iteration 9Q: 3 clusters Score -2858244 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -2858631.000000 Penalty: 4989.897949
	Iteration 10Q: 3 clusters Score -2858631 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2858953.750000 Penalty: 4989.897949
	Iteration 11Q: 3 clusters Score -2858954 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2859189.000000 Penalty: 4989.897949
	Iteration 12Q: 3 clusters Score -2859189 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2859390.750000 Penalty: 4989.897949
	Iteration 13Q: 3 clusters Score -2859391 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2859535.750000 Penalty: 4989.897949
	Iteration 14Q: 3 clusters Score -2859536 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2859671.250000 Penalty: 4989.897949
	Iteration 15Q: 3 clusters Score -2859671 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2859776.000000 Penalty: 4989.897949
	Iteration 16Q: 3 clusters Score -2859776 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2859859.500000 Penalty: 4989.897949
	Iteration 17Q: 3 clusters Score -2859860 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2859911.250000 Penalty: 4989.897949
	Iteration 18Q: 3 clusters Score -2859911 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2859966.750000 Penalty: 4989.897949
	Iteration 19Q: 3 clusters Score -2859967 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2859993.750000 Penalty: 4989.897949
	Iteration 20F: 3 clusters Score -2859994 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2860010.000000 Penalty: 4989.897949
	Iteration 21Q: 3 clusters Score -2860010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2860023.250000 Penalty: 4989.897949
	Iteration 22Q: 3 clusters Score -2860023 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2860039.000000 Penalty: 4989.897949
	Iteration 23Q: 3 clusters Score -2860039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2860046.500000 Penalty: 4989.897949
	Iteration 24Q: 3 clusters Score -2860046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2860046.250000 Penalty: 4989.897949
	Iteration 25Q: 3 clusters Score -2860046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2860050.250000 Penalty: 4989.897949
	Iteration 26Q: 3 clusters Score -2860050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2860052.000000 Penalty: 4989.897949
	Iteration 27Q: 3 clusters Score -2860052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2860050.250000 Penalty: 4989.897949
	Iteration 28Q: 3 clusters Score -2860050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2860055.750000 Penalty: 4989.897949
	Iteration 29Q: 3 clusters Score -2860056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2860057.000000 Penalty: 4989.897949
	Iteration 30Q: 3 clusters Score -2860057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2860061.250000 Penalty: 4989.897949
	Iteration 31Q: 3 clusters Score -2860061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2860066.250000 Penalty: 4989.897949
	Iteration 32Q: 3 clusters Score -2860066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2860068.500000 Penalty: 4989.897949
	Iteration 33Q: 3 clusters Score -2860068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2860068.250000 Penalty: 4989.897949
	Iteration 34Q: 3 clusters Score -2860068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2860067.000000 Penalty: 4989.897949
	Iteration 35Q: 3 clusters Score -2860067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2860068.750000 Penalty: 4989.897949
	Iteration 36Q: 3 clusters Score -2860069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2860065.500000 Penalty: 4989.897949
	Iteration 37Q: 3 clusters Score -2860066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2860069.500000 Penalty: 4989.897949
	Iteration 38Q: 3 clusters Score -2860070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2860073.250000 Penalty: 4989.897949
	Iteration 39Q: 3 clusters Score -2860073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2860070.750000 Penalty: 4989.897949
	Iteration 40F: 3 clusters Score -2860071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -50412.847656 Penalty: 1522.691406
	Iteration 0F: 2 clusters Score -50412.85 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 239 members 
Entering Unmasked Estep 
Score: -48914.007812 Penalty: 3045.382812
	Iteration 0F: 3 clusters Score -48914.01 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -49084.730469 Penalty: 3045.382812
	Iteration 1F: 3 clusters Score -49084.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -49139.566406 Penalty: 3045.382812
	Iteration 2Q: 3 clusters Score -49139.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -49174.429688 Penalty: 3045.382812
	Iteration 3Q: 3 clusters Score -49174.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -49199.390625 Penalty: 3045.382812
	Iteration 4Q: 3 clusters Score -49199.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -49208.453125 Penalty: 3045.382812
	Iteration 5Q: 3 clusters Score -49208.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -49220.199219 Penalty: 3045.382812
	Iteration 6Q: 3 clusters Score -49220.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -49226.656250 Penalty: 3045.382812
	Iteration 7Q: 3 clusters Score -49226.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -49233.039062 Penalty: 3045.382812
	Iteration 8Q: 3 clusters Score -49233.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -49240.425781 Penalty: 3045.382812
	Iteration 9Q: 3 clusters Score -49240.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -49246.140625 Penalty: 3045.382812
	Iteration 10Q: 3 clusters Score -49246.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -49248.320312 Penalty: 3045.382812
	Iteration 11Q: 3 clusters Score -49248.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -49248.320312 Penalty: 3045.382812
	Iteration 12F: 3 clusters Score -49248.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (131167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131167 members 
Entering Unmasked Estep 
Score: -15954938.000000 Penalty: 2922.488037
	Iteration 0F: 2 clusters Score -1.595494e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65364 members 
Mstep: Class 2 contains 65803 members 
Entering Unmasked Estep 
Score: -15867182.000000 Penalty: 5844.976074
	Iteration 0F: 3 clusters Score -1.586718e+07 nChanged 62394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61854 members 
Mstep: Class 2 contains 69313 members 
Entering Unmasked Estep 
Score: -15903535.000000 Penalty: 5844.976074
	Iteration 1F: 3 clusters Score -1.590354e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59300 members 
Mstep: Class 2 contains 71867 members 
Entering Unmasked Estep 
Score: -15905172.000000 Penalty: 5844.976074
	Iteration 2Q: 3 clusters Score -1.590517e+07 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55177 members 
Mstep: Class 2 contains 75990 members 
Entering Unmasked Estep 
Score: -15907808.000000 Penalty: 5844.976074
	Iteration 3Q: 3 clusters Score -1.590781e+07 nChanged 8018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48987 members 
Mstep: Class 2 contains 82180 members 
Entering Unmasked Estep 
Score: -15912321.000000 Penalty: 5844.976074
	Iteration 4F: 3 clusters Score -1.591232e+07 nChanged 9821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40760 members 
Mstep: Class 2 contains 90407 members 
Entering Unmasked Estep 
Score: -15919078.000000 Penalty: 5844.976074
	Iteration 5F: 3 clusters Score -1.591908e+07 nChanged 10633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31395 members 
Mstep: Class 2 contains 99772 members 
Entering Unmasked Estep 
Score: -15927175.000000 Penalty: 5844.976074
	Iteration 6F: 3 clusters Score -1.592718e+07 nChanged 9763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 108759 members 
Entering Unmasked Estep 
Score: -15934850.000000 Penalty: 5844.976074
	Iteration 7F: 3 clusters Score -1.593485e+07 nChanged 7660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 116137 members 
Entering Unmasked Estep 
Score: -15941182.000000 Penalty: 5844.976074
	Iteration 8F: 3 clusters Score -1.594118e+07 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 121572 members 
Entering Unmasked Estep 
Score: -15945415.000000 Penalty: 5844.976074
	Iteration 9Q: 3 clusters Score -1.594542e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 125354 members 
Entering Unmasked Estep 
Score: -15948279.000000 Penalty: 5844.976074
	Iteration 10Q: 3 clusters Score -1.594828e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 127760 members 
Entering Unmasked Estep 
Score: -15950180.000000 Penalty: 5844.976074
	Iteration 11Q: 3 clusters Score -1.595018e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 129162 members 
Entering Unmasked Estep 
Score: -15951130.000000 Penalty: 5844.976074
	Iteration 12Q: 3 clusters Score -1.595113e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 129913 members 
Entering Unmasked Estep 
Score: -15951644.000000 Penalty: 5844.976074
	Iteration 13Q: 3 clusters Score -1.595164e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 130294 members 
Entering Unmasked Estep 
Score: -15951926.000000 Penalty: 5844.976074
	Iteration 14Q: 3 clusters Score -1.595193e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 130500 members 
Entering Unmasked Estep 
Score: -15952124.000000 Penalty: 5844.976074
	Iteration 15Q: 3 clusters Score -1.595212e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 130615 members 
Entering Unmasked Estep 
Score: -15952209.000000 Penalty: 5844.976074
	Iteration 16Q: 3 clusters Score -1.595221e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 130670 members 
Entering Unmasked Estep 
Score: -15952280.000000 Penalty: 5844.976074
	Iteration 17Q: 3 clusters Score -1.595228e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 130696 members 
Entering Unmasked Estep 
Score: -15952299.000000 Penalty: 5844.976074
	Iteration 18Q: 3 clusters Score -1.59523e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 130720 members 
Entering Unmasked Estep 
Score: -15952310.000000 Penalty: 5844.976074
	Iteration 19Q: 3 clusters Score -1.595231e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 130741 members 
Entering Unmasked Estep 
Score: -15952346.000000 Penalty: 5844.976074
	Iteration 20F: 3 clusters Score -1.595235e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 130757 members 
Entering Unmasked Estep 
Score: -15952370.000000 Penalty: 5844.976074
	Iteration 21Q: 3 clusters Score -1.595237e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 130772 members 
Entering Unmasked Estep 
Score: -15952374.000000 Penalty: 5844.976074
	Iteration 22Q: 3 clusters Score -1.595237e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 130774 members 
Entering Unmasked Estep 
Score: -15952390.000000 Penalty: 5844.976074
	Iteration 23Q: 3 clusters Score -1.595239e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 130777 members 
Entering Unmasked Estep 
Score: -15952402.000000 Penalty: 5844.976074
	Iteration 24Q: 3 clusters Score -1.59524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 130778 members 
Entering Unmasked Estep 
Score: -15952402.000000 Penalty: 5844.976074
	Iteration 25Q: 3 clusters Score -1.59524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 130777 members 
Entering Unmasked Estep 
Score: -15952400.000000 Penalty: 5844.976074
	Iteration 26Q: 3 clusters Score -1.59524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 130779 members 
Entering Unmasked Estep 
Score: -15952397.000000 Penalty: 5844.976074
	Iteration 27Q: 3 clusters Score -1.59524e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 130781 members 
Entering Unmasked Estep 
Score: -15952409.000000 Penalty: 5844.976074
	Iteration 28Q: 3 clusters Score -1.595241e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 130783 members 
Entering Unmasked Estep 
Score: -15952417.000000 Penalty: 5844.976074
	Iteration 29Q: 3 clusters Score -1.595242e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 130788 members 
Entering Unmasked Estep 
Score: -15952409.000000 Penalty: 5844.976074
	Iteration 30Q: 3 clusters Score -1.595241e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 130792 members 
Entering Unmasked Estep 
Score: -15952407.000000 Penalty: 5844.976074
	Iteration 31Q: 3 clusters Score -1.595241e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 130794 members 
Entering Unmasked Estep 
Score: -15952405.000000 Penalty: 5844.976074
	Iteration 32Q: 3 clusters Score -1.59524e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 130794 members 
Entering Unmasked Estep 
Score: -15952405.000000 Penalty: 5844.976074
	Iteration 33F: 3 clusters Score -1.59524e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (232296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232296 members 
Entering Unmasked Estep 
Score: -28591748.000000 Penalty: 3064.230225
	Iteration 0F: 2 clusters Score -2.859175e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116397 members 
Mstep: Class 2 contains 115899 members 
Entering Unmasked Estep 
Score: -28443162.000000 Penalty: 6128.460449
	Iteration 0F: 3 clusters Score -2.844316e+07 nChanged 112040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120179 members 
Mstep: Class 2 contains 112117 members 
Entering Unmasked Estep 
Score: -28510894.000000 Penalty: 6128.460449
	Iteration 1F: 3 clusters Score -2.851089e+07 nChanged 7566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122601 members 
Mstep: Class 2 contains 109695 members 
Entering Unmasked Estep 
Score: -28513086.000000 Penalty: 6128.460449
	Iteration 2Q: 3 clusters Score -2.851309e+07 nChanged 8691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126066 members 
Mstep: Class 2 contains 106230 members 
Entering Unmasked Estep 
Score: -28515968.000000 Penalty: 6128.460449
	Iteration 3Q: 3 clusters Score -2.851597e+07 nChanged 10392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131104 members 
Mstep: Class 2 contains 101192 members 
Entering Unmasked Estep 
Score: -28520800.000000 Penalty: 6128.460449
	Iteration 4Q: 3 clusters Score -2.85208e+07 nChanged 12456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138046 members 
Mstep: Class 2 contains 94250 members 
Entering Unmasked Estep 
Score: -28528590.000000 Penalty: 6128.460449
	Iteration 5F: 3 clusters Score -2.852859e+07 nChanged 14431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146587 members 
Mstep: Class 2 contains 85709 members 
Entering Unmasked Estep 
Score: -28539594.000000 Penalty: 6128.460449
	Iteration 6F: 3 clusters Score -2.853959e+07 nChanged 15144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155255 members 
Mstep: Class 2 contains 77041 members 
Entering Unmasked Estep 
Score: -28552404.000000 Penalty: 6128.460449
	Iteration 7F: 3 clusters Score -2.85524e+07 nChanged 14260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161883 members 
Mstep: Class 2 contains 70413 members 
Entering Unmasked Estep 
Score: -28564582.000000 Penalty: 6128.460449
	Iteration 8F: 3 clusters Score -2.856458e+07 nChanged 11712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165801 members 
Mstep: Class 2 contains 66495 members 
Entering Unmasked Estep 
Score: -28573450.000000 Penalty: 6128.460449
	Iteration 9F: 3 clusters Score -2.857345e+07 nChanged 8206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167925 members 
Mstep: Class 2 contains 64371 members 
Entering Unmasked Estep 
Score: -28578086.000000 Penalty: 6128.460449
	Iteration 10Q: 3 clusters Score -2.857809e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169447 members 
Mstep: Class 2 contains 62849 members 
Entering Unmasked Estep 
Score: -28580768.000000 Penalty: 6128.460449
	Iteration 11Q: 3 clusters Score -2.858077e+07 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170495 members 
Mstep: Class 2 contains 61801 members 
Entering Unmasked Estep 
Score: -28582592.000000 Penalty: 6128.460449
	Iteration 12Q: 3 clusters Score -2.858259e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171334 members 
Mstep: Class 2 contains 60962 members 
Entering Unmasked Estep 
Score: -28584064.000000 Penalty: 6128.460449
	Iteration 13Q: 3 clusters Score -2.858406e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171986 members 
Mstep: Class 2 contains 60310 members 
Entering Unmasked Estep 
Score: -28585138.000000 Penalty: 6128.460449
	Iteration 14Q: 3 clusters Score -2.858514e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172575 members 
Mstep: Class 2 contains 59721 members 
Entering Unmasked Estep 
Score: -28585842.000000 Penalty: 6128.460449
	Iteration 15Q: 3 clusters Score -2.858584e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173049 members 
Mstep: Class 2 contains 59247 members 
Entering Unmasked Estep 
Score: -28586314.000000 Penalty: 6128.460449
	Iteration 16Q: 3 clusters Score -2.858631e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173459 members 
Mstep: Class 2 contains 58837 members 
Entering Unmasked Estep 
Score: -28586880.000000 Penalty: 6128.460449
	Iteration 17Q: 3 clusters Score -2.858688e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173880 members 
Mstep: Class 2 contains 58416 members 
Entering Unmasked Estep 
Score: -28587244.000000 Penalty: 6128.460449
	Iteration 18Q: 3 clusters Score -2.858724e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174290 members 
Mstep: Class 2 contains 58006 members 
Entering Unmasked Estep 
Score: -28587624.000000 Penalty: 6128.460449
	Iteration 19Q: 3 clusters Score -2.858762e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174652 members 
Mstep: Class 2 contains 57644 members 
Entering Unmasked Estep 
Score: -28587858.000000 Penalty: 6128.460449
	Iteration 20F: 3 clusters Score -2.858786e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175043 members 
Mstep: Class 2 contains 57253 members 
Entering Unmasked Estep 
Score: -28588050.000000 Penalty: 6128.460449
	Iteration 21Q: 3 clusters Score -2.858805e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175392 members 
Mstep: Class 2 contains 56904 members 
Entering Unmasked Estep 
Score: -28588104.000000 Penalty: 6128.460449
	Iteration 22Q: 3 clusters Score -2.85881e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175800 members 
Mstep: Class 2 contains 56496 members 
Entering Unmasked Estep 
Score: -28588166.000000 Penalty: 6128.460449
	Iteration 23Q: 3 clusters Score -2.858817e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176216 members 
Mstep: Class 2 contains 56080 members 
Entering Unmasked Estep 
Score: -28588168.000000 Penalty: 6128.460449
	Iteration 24Q: 3 clusters Score -2.858817e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176695 members 
Mstep: Class 2 contains 55601 members 
Entering Unmasked Estep 
Score: -28588240.000000 Penalty: 6128.460449
	Iteration 25Q: 3 clusters Score -2.858824e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177193 members 
Mstep: Class 2 contains 55103 members 
Entering Unmasked Estep 
Score: -28588256.000000 Penalty: 6128.460449
	Iteration 26Q: 3 clusters Score -2.858826e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177652 members 
Mstep: Class 2 contains 54644 members 
Entering Unmasked Estep 
Score: -28588328.000000 Penalty: 6128.460449
	Iteration 27Q: 3 clusters Score -2.858833e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178091 members 
Mstep: Class 2 contains 54205 members 
Entering Unmasked Estep 
Score: -28588358.000000 Penalty: 6128.460449
	Iteration 28Q: 3 clusters Score -2.858836e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178541 members 
Mstep: Class 2 contains 53755 members 
Entering Unmasked Estep 
Score: -28588348.000000 Penalty: 6128.460449
	Iteration 29Q: 3 clusters Score -2.858835e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178990 members 
Mstep: Class 2 contains 53306 members 
Entering Unmasked Estep 
Score: -28588308.000000 Penalty: 6128.460449
	Iteration 30Q: 3 clusters Score -2.858831e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179448 members 
Mstep: Class 2 contains 52848 members 
Entering Unmasked Estep 
Score: -28588326.000000 Penalty: 6128.460449
	Iteration 31Q: 3 clusters Score -2.858833e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179925 members 
Mstep: Class 2 contains 52371 members 
Entering Unmasked Estep 
Score: -28588338.000000 Penalty: 6128.460449
	Iteration 32Q: 3 clusters Score -2.858834e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180398 members 
Mstep: Class 2 contains 51898 members 
Entering Unmasked Estep 
Score: -28588346.000000 Penalty: 6128.460449
	Iteration 33Q: 3 clusters Score -2.858835e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180879 members 
Mstep: Class 2 contains 51417 members 
Entering Unmasked Estep 
Score: -28588306.000000 Penalty: 6128.460449
	Iteration 34Q: 3 clusters Score -2.858831e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181331 members 
Mstep: Class 2 contains 50965 members 
Entering Unmasked Estep 
Score: -28588338.000000 Penalty: 6128.460449
	Iteration 35Q: 3 clusters Score -2.858834e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181805 members 
Mstep: Class 2 contains 50491 members 
Entering Unmasked Estep 
Score: -28588350.000000 Penalty: 6128.460449
	Iteration 36Q: 3 clusters Score -2.858835e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182274 members 
Mstep: Class 2 contains 50022 members 
Entering Unmasked Estep 
Score: -28588366.000000 Penalty: 6128.460449
	Iteration 37Q: 3 clusters Score -2.858837e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182740 members 
Mstep: Class 2 contains 49556 members 
Entering Unmasked Estep 
Score: -28588292.000000 Penalty: 6128.460449
	Iteration 38Q: 3 clusters Score -2.858829e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183247 members 
Mstep: Class 2 contains 49049 members 
Entering Unmasked Estep 
Score: -28588290.000000 Penalty: 6128.460449
	Iteration 39Q: 3 clusters Score -2.858829e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183752 members 
Mstep: Class 2 contains 48544 members 
Entering Unmasked Estep 
Score: -28588300.000000 Penalty: 6128.460449
	Iteration 40F: 3 clusters Score -2.85883e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184235 members 
Mstep: Class 2 contains 48061 members 
Entering Unmasked Estep 
Score: -28588280.000000 Penalty: 6128.460449
	Iteration 41Q: 3 clusters Score -2.858828e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184704 members 
Mstep: Class 2 contains 47592 members 
Entering Unmasked Estep 
Score: -28588320.000000 Penalty: 6128.460449
	Iteration 42Q: 3 clusters Score -2.858832e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185152 members 
Mstep: Class 2 contains 47144 members 
Entering Unmasked Estep 
Score: -28588300.000000 Penalty: 6128.460449
	Iteration 43Q: 3 clusters Score -2.85883e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185609 members 
Mstep: Class 2 contains 46687 members 
Entering Unmasked Estep 
Score: -28588284.000000 Penalty: 6128.460449
	Iteration 44Q: 3 clusters Score -2.858828e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186062 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
Score: -28588270.000000 Penalty: 6128.460449
	Iteration 45Q: 3 clusters Score -2.858827e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186534 members 
Mstep: Class 2 contains 45762 members 
Entering Unmasked Estep 
Score: -28588306.000000 Penalty: 6128.460449
	Iteration 46Q: 3 clusters Score -2.858831e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186995 members 
Mstep: Class 2 contains 45301 members 
Entering Unmasked Estep 
Score: -28588320.000000 Penalty: 6128.460449
	Iteration 47Q: 3 clusters Score -2.858832e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187464 members 
Mstep: Class 2 contains 44832 members 
Entering Unmasked Estep 
Score: -28588276.000000 Penalty: 6128.460449
	Iteration 48Q: 3 clusters Score -2.858828e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187926 members 
Mstep: Class 2 contains 44370 members 
Entering Unmasked Estep 
Score: -28588254.000000 Penalty: 6128.460449
	Iteration 49Q: 3 clusters Score -2.858825e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188395 members 
Mstep: Class 2 contains 43901 members 
Entering Unmasked Estep 
Score: -28588202.000000 Penalty: 6128.460449
	Iteration 50Q: 3 clusters Score -2.85882e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188858 members 
Mstep: Class 2 contains 43438 members 
Entering Unmasked Estep 
Score: -28588324.000000 Penalty: 6128.460449
	Iteration 51Q: 3 clusters Score -2.858832e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189301 members 
Mstep: Class 2 contains 42995 members 
Entering Unmasked Estep 
Score: -28588300.000000 Penalty: 6128.460449
	Iteration 52Q: 3 clusters Score -2.85883e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189720 members 
Mstep: Class 2 contains 42576 members 
Entering Unmasked Estep 
Score: -28588286.000000 Penalty: 6128.460449
	Iteration 53Q: 3 clusters Score -2.858829e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190132 members 
Mstep: Class 2 contains 42164 members 
Entering Unmasked Estep 
Score: -28588318.000000 Penalty: 6128.460449
	Iteration 54Q: 3 clusters Score -2.858832e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190535 members 
Mstep: Class 2 contains 41761 members 
Entering Unmasked Estep 
Score: -28588274.000000 Penalty: 6128.460449
	Iteration 55Q: 3 clusters Score -2.858827e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190949 members 
Mstep: Class 2 contains 41347 members 
Entering Unmasked Estep 
Score: -28588212.000000 Penalty: 6128.460449
	Iteration 56Q: 3 clusters Score -2.858821e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191371 members 
Mstep: Class 2 contains 40925 members 
Entering Unmasked Estep 
Score: -28588220.000000 Penalty: 6128.460449
	Iteration 57Q: 3 clusters Score -2.858822e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191825 members 
Mstep: Class 2 contains 40471 members 
Entering Unmasked Estep 
Score: -28588200.000000 Penalty: 6128.460449
	Iteration 58Q: 3 clusters Score -2.85882e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192299 members 
Mstep: Class 2 contains 39997 members 
Entering Unmasked Estep 
Score: -28588150.000000 Penalty: 6128.460449
	Iteration 59Q: 3 clusters Score -2.858815e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192740 members 
Mstep: Class 2 contains 39556 members 
Entering Unmasked Estep 
Score: -28588188.000000 Penalty: 6128.460449
	Iteration 60F: 3 clusters Score -2.858819e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193157 members 
Mstep: Class 2 contains 39139 members 
Entering Unmasked Estep 
Score: -28588240.000000 Penalty: 6128.460449
	Iteration 61Q: 3 clusters Score -2.858824e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193618 members 
Mstep: Class 2 contains 38678 members 
Entering Unmasked Estep 
Score: -28588208.000000 Penalty: 6128.460449
	Iteration 62Q: 3 clusters Score -2.858821e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194095 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -28588228.000000 Penalty: 6128.460449
	Iteration 63Q: 3 clusters Score -2.858823e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194581 members 
Mstep: Class 2 contains 37715 members 
Entering Unmasked Estep 
Score: -28588298.000000 Penalty: 6128.460449
	Iteration 64Q: 3 clusters Score -2.85883e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195084 members 
Mstep: Class 2 contains 37212 members 
Entering Unmasked Estep 
Score: -28588346.000000 Penalty: 6128.460449
	Iteration 65Q: 3 clusters Score -2.858835e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195600 members 
Mstep: Class 2 contains 36696 members 
Entering Unmasked Estep 
Score: -28588396.000000 Penalty: 6128.460449
	Iteration 66Q: 3 clusters Score -2.85884e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196112 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
Score: -28588368.000000 Penalty: 6128.460449
	Iteration 67Q: 3 clusters Score -2.858837e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196647 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
Score: -28588394.000000 Penalty: 6128.460449
	Iteration 68Q: 3 clusters Score -2.858839e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197242 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -28588386.000000 Penalty: 6128.460449
	Iteration 69Q: 3 clusters Score -2.858839e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197875 members 
Mstep: Class 2 contains 34421 members 
Entering Unmasked Estep 
Score: -28588358.000000 Penalty: 6128.460449
	Iteration 70Q: 3 clusters Score -2.858836e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198506 members 
Mstep: Class 2 contains 33790 members 
Entering Unmasked Estep 
Score: -28588432.000000 Penalty: 6128.460449
	Iteration 71Q: 3 clusters Score -2.858843e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199145 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -28588512.000000 Penalty: 6128.460449
	Iteration 72Q: 3 clusters Score -2.858851e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199782 members 
Mstep: Class 2 contains 32514 members 
Entering Unmasked Estep 
Score: -28588462.000000 Penalty: 6128.460449
	Iteration 73Q: 3 clusters Score -2.858846e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200384 members 
Mstep: Class 2 contains 31912 members 
Entering Unmasked Estep 
Score: -28588474.000000 Penalty: 6128.460449
	Iteration 74Q: 3 clusters Score -2.858847e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200967 members 
Mstep: Class 2 contains 31329 members 
Entering Unmasked Estep 
Score: -28588516.000000 Penalty: 6128.460449
	Iteration 75Q: 3 clusters Score -2.858852e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201549 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -28588478.000000 Penalty: 6128.460449
	Iteration 76Q: 3 clusters Score -2.858848e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202113 members 
Mstep: Class 2 contains 30183 members 
Entering Unmasked Estep 
Score: -28588472.000000 Penalty: 6128.460449
	Iteration 77Q: 3 clusters Score -2.858847e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202660 members 
Mstep: Class 2 contains 29636 members 
Entering Unmasked Estep 
Score: -28588468.000000 Penalty: 6128.460449
	Iteration 78Q: 3 clusters Score -2.858847e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203230 members 
Mstep: Class 2 contains 29066 members 
Entering Unmasked Estep 
Score: -28588390.000000 Penalty: 6128.460449
	Iteration 79Q: 3 clusters Score -2.858839e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203828 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -28588298.000000 Penalty: 6128.460449
	Iteration 80F: 3 clusters Score -2.85883e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204418 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -28588316.000000 Penalty: 6128.460449
	Iteration 81Q: 3 clusters Score -2.858832e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204990 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -28588294.000000 Penalty: 6128.460449
	Iteration 82Q: 3 clusters Score -2.858829e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205544 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
Score: -28588266.000000 Penalty: 6128.460449
	Iteration 83Q: 3 clusters Score -2.858827e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206085 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -28588192.000000 Penalty: 6128.460449
	Iteration 84Q: 3 clusters Score -2.858819e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206627 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -28588268.000000 Penalty: 6128.460449
	Iteration 85Q: 3 clusters Score -2.858827e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207174 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -28588260.000000 Penalty: 6128.460449
	Iteration 86Q: 3 clusters Score -2.858826e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207718 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -28588298.000000 Penalty: 6128.460449
	Iteration 87Q: 3 clusters Score -2.85883e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208281 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -28588216.000000 Penalty: 6128.460449
	Iteration 88Q: 3 clusters Score -2.858822e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208852 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -28588146.000000 Penalty: 6128.460449
	Iteration 89Q: 3 clusters Score -2.858815e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209406 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -28588228.000000 Penalty: 6128.460449
	Iteration 90Q: 3 clusters Score -2.858823e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209966 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -28588178.000000 Penalty: 6128.460449
	Iteration 91Q: 3 clusters Score -2.858818e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210516 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -28588286.000000 Penalty: 6128.460449
	Iteration 92Q: 3 clusters Score -2.858829e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211048 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -28588344.000000 Penalty: 6128.460449
	Iteration 93Q: 3 clusters Score -2.858834e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211568 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -28588420.000000 Penalty: 6128.460449
	Iteration 94Q: 3 clusters Score -2.858842e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212125 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -28588420.000000 Penalty: 6128.460449
	Iteration 95Q: 3 clusters Score -2.858842e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212656 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -28588486.000000 Penalty: 6128.460449
	Iteration 96Q: 3 clusters Score -2.858849e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213146 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -28588476.000000 Penalty: 6128.460449
	Iteration 97Q: 3 clusters Score -2.858848e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213648 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -28588426.000000 Penalty: 6128.460449
	Iteration 98Q: 3 clusters Score -2.858843e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214119 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -28588428.000000 Penalty: 6128.460449
	Iteration 99Q: 3 clusters Score -2.858843e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214622 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -28588418.000000 Penalty: 6128.460449
	Iteration 100F: 3 clusters Score -2.858842e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215123 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -28588418.000000 Penalty: 6128.460449
	Iteration 101Q: 3 clusters Score -2.858842e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215614 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -28588388.000000 Penalty: 6128.460449
	Iteration 102Q: 3 clusters Score -2.858839e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216110 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -28588474.000000 Penalty: 6128.460449
	Iteration 103Q: 3 clusters Score -2.858847e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216625 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -28588468.000000 Penalty: 6128.460449
	Iteration 104Q: 3 clusters Score -2.858847e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217137 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -28588530.000000 Penalty: 6128.460449
	Iteration 105Q: 3 clusters Score -2.858853e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217658 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -28588512.000000 Penalty: 6128.460449
	Iteration 106Q: 3 clusters Score -2.858851e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218183 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -28588516.000000 Penalty: 6128.460449
	Iteration 107Q: 3 clusters Score -2.858852e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218695 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -28588404.000000 Penalty: 6128.460449
	Iteration 108Q: 3 clusters Score -2.85884e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219205 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -28588482.000000 Penalty: 6128.460449
	Iteration 109Q: 3 clusters Score -2.858848e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219709 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -28588550.000000 Penalty: 6128.460449
	Iteration 110Q: 3 clusters Score -2.858855e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220213 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -28588590.000000 Penalty: 6128.460449
	Iteration 111Q: 3 clusters Score -2.858859e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220732 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -28588592.000000 Penalty: 6128.460449
	Iteration 112Q: 3 clusters Score -2.858859e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221291 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -28588634.000000 Penalty: 6128.460449
	Iteration 113Q: 3 clusters Score -2.858863e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221800 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -28588722.000000 Penalty: 6128.460449
	Iteration 114Q: 3 clusters Score -2.858872e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222286 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -28588724.000000 Penalty: 6128.460449
	Iteration 115Q: 3 clusters Score -2.858872e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222752 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -28588754.000000 Penalty: 6128.460449
	Iteration 116Q: 3 clusters Score -2.858875e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223222 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -28588796.000000 Penalty: 6128.460449
	Iteration 117Q: 3 clusters Score -2.85888e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223667 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -28588780.000000 Penalty: 6128.460449
	Iteration 118Q: 3 clusters Score -2.858878e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224103 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -28588828.000000 Penalty: 6128.460449
	Iteration 119Q: 3 clusters Score -2.858883e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224512 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -28588910.000000 Penalty: 6128.460449
	Iteration 120F: 3 clusters Score -2.858891e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224896 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -28588870.000000 Penalty: 6128.460449
	Iteration 121Q: 3 clusters Score -2.858887e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225260 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -28588926.000000 Penalty: 6128.460449
	Iteration 122Q: 3 clusters Score -2.858893e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225610 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -28588950.000000 Penalty: 6128.460449
	Iteration 123Q: 3 clusters Score -2.858895e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225950 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -28588878.000000 Penalty: 6128.460449
	Iteration 124Q: 3 clusters Score -2.858888e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226295 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -28588884.000000 Penalty: 6128.460449
	Iteration 125Q: 3 clusters Score -2.858888e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226635 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -28588900.000000 Penalty: 6128.460449
	Iteration 126Q: 3 clusters Score -2.85889e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226962 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -28588958.000000 Penalty: 6128.460449
	Iteration 127Q: 3 clusters Score -2.858896e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227238 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -28589014.000000 Penalty: 6128.460449
	Iteration 128Q: 3 clusters Score -2.858901e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227481 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -28589018.000000 Penalty: 6128.460449
	Iteration 129Q: 3 clusters Score -2.858902e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227689 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -28589004.000000 Penalty: 6128.460449
	Iteration 130Q: 3 clusters Score -2.8589e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227884 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -28588994.000000 Penalty: 6128.460449
	Iteration 131Q: 3 clusters Score -2.858899e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228062 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -28589004.000000 Penalty: 6128.460449
	Iteration 132Q: 3 clusters Score -2.8589e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228236 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -28589024.000000 Penalty: 6128.460449
	Iteration 133Q: 3 clusters Score -2.858902e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228385 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -28589078.000000 Penalty: 6128.460449
	Iteration 134Q: 3 clusters Score -2.858908e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228515 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -28589104.000000 Penalty: 6128.460449
	Iteration 135Q: 3 clusters Score -2.85891e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228630 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -28589100.000000 Penalty: 6128.460449
	Iteration 136Q: 3 clusters Score -2.85891e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228757 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -28589152.000000 Penalty: 6128.460449
	Iteration 137Q: 3 clusters Score -2.858915e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228879 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -28589144.000000 Penalty: 6128.460449
	Iteration 138Q: 3 clusters Score -2.858914e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229002 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -28589190.000000 Penalty: 6128.460449
	Iteration 139Q: 3 clusters Score -2.858919e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229112 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -28589194.000000 Penalty: 6128.460449
	Iteration 140F: 3 clusters Score -2.858919e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229202 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -28589202.000000 Penalty: 6128.460449
	Iteration 141Q: 3 clusters Score -2.85892e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229289 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -28589220.000000 Penalty: 6128.460449
	Iteration 142Q: 3 clusters Score -2.858922e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229364 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -28589230.000000 Penalty: 6128.460449
	Iteration 143Q: 3 clusters Score -2.858923e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229433 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -28589206.000000 Penalty: 6128.460449
	Iteration 144Q: 3 clusters Score -2.858921e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229497 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -28589200.000000 Penalty: 6128.460449
	Iteration 145Q: 3 clusters Score -2.85892e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229557 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -28589190.000000 Penalty: 6128.460449
	Iteration 146Q: 3 clusters Score -2.858919e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229613 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -28589236.000000 Penalty: 6128.460449
	Iteration 147Q: 3 clusters Score -2.858924e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229687 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -28589254.000000 Penalty: 6128.460449
	Iteration 148Q: 3 clusters Score -2.858925e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229762 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -28589244.000000 Penalty: 6128.460449
	Iteration 149Q: 3 clusters Score -2.858924e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229823 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -28589238.000000 Penalty: 6128.460449
	Iteration 150Q: 3 clusters Score -2.858924e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229874 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -28589236.000000 Penalty: 6128.460449
	Iteration 151Q: 3 clusters Score -2.858924e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229910 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -28589242.000000 Penalty: 6128.460449
	Iteration 152Q: 3 clusters Score -2.858924e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229944 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -28589268.000000 Penalty: 6128.460449
	Iteration 153Q: 3 clusters Score -2.858927e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229982 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -28589268.000000 Penalty: 6128.460449
	Iteration 154Q: 3 clusters Score -2.858927e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230021 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -28589330.000000 Penalty: 6128.460449
	Iteration 155Q: 3 clusters Score -2.858933e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230061 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -28589324.000000 Penalty: 6128.460449
	Iteration 156Q: 3 clusters Score -2.858932e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230087 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -28589350.000000 Penalty: 6128.460449
	Iteration 157Q: 3 clusters Score -2.858935e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230108 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -28589378.000000 Penalty: 6128.460449
	Iteration 158Q: 3 clusters Score -2.858938e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230129 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -28589388.000000 Penalty: 6128.460449
	Iteration 159Q: 3 clusters Score -2.858939e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230156 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -28589376.000000 Penalty: 6128.460449
	Iteration 160F: 3 clusters Score -2.858938e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230181 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -28589352.000000 Penalty: 6128.460449
	Iteration 161Q: 3 clusters Score -2.858935e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230203 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -28589352.000000 Penalty: 6128.460449
	Iteration 162Q: 3 clusters Score -2.858935e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230222 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -28589362.000000 Penalty: 6128.460449
	Iteration 163Q: 3 clusters Score -2.858936e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230242 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -28589358.000000 Penalty: 6128.460449
	Iteration 164Q: 3 clusters Score -2.858936e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230258 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -28589376.000000 Penalty: 6128.460449
	Iteration 165Q: 3 clusters Score -2.858938e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230275 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -28589386.000000 Penalty: 6128.460449
	Iteration 166Q: 3 clusters Score -2.858939e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230283 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -28589368.000000 Penalty: 6128.460449
	Iteration 167Q: 3 clusters Score -2.858937e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230294 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -28589390.000000 Penalty: 6128.460449
	Iteration 168Q: 3 clusters Score -2.858939e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230309 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -28589378.000000 Penalty: 6128.460449
	Iteration 169Q: 3 clusters Score -2.858938e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230317 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -28589362.000000 Penalty: 6128.460449
	Iteration 170Q: 3 clusters Score -2.858936e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230321 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -28589382.000000 Penalty: 6128.460449
	Iteration 171Q: 3 clusters Score -2.858938e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230327 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -28589382.000000 Penalty: 6128.460449
	Iteration 172Q: 3 clusters Score -2.858938e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230333 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -28589384.000000 Penalty: 6128.460449
	Iteration 173Q: 3 clusters Score -2.858938e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230337 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -28589394.000000 Penalty: 6128.460449
	Iteration 174Q: 3 clusters Score -2.858939e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230344 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -28589372.000000 Penalty: 6128.460449
	Iteration 175Q: 3 clusters Score -2.858937e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230349 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -28589382.000000 Penalty: 6128.460449
	Iteration 176Q: 3 clusters Score -2.858938e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230354 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -28589412.000000 Penalty: 6128.460449
	Iteration 177Q: 3 clusters Score -2.858941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230355 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -28589406.000000 Penalty: 6128.460449
	Iteration 178Q: 3 clusters Score -2.858941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230356 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -28589414.000000 Penalty: 6128.460449
	Iteration 179Q: 3 clusters Score -2.858941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230357 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -28589416.000000 Penalty: 6128.460449
	Iteration 180F: 3 clusters Score -2.858942e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230362 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -28589412.000000 Penalty: 6128.460449
	Iteration 181Q: 3 clusters Score -2.858941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230364 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -28589420.000000 Penalty: 6128.460449
	Iteration 182Q: 3 clusters Score -2.858942e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230370 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -28589426.000000 Penalty: 6128.460449
	Iteration 183Q: 3 clusters Score -2.858943e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230373 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -28589422.000000 Penalty: 6128.460449
	Iteration 184Q: 3 clusters Score -2.858942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230376 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -28589424.000000 Penalty: 6128.460449
	Iteration 185Q: 3 clusters Score -2.858942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230379 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -28589418.000000 Penalty: 6128.460449
	Iteration 186Q: 3 clusters Score -2.858942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230379 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -28589428.000000 Penalty: 6128.460449
	Iteration 187Q: 3 clusters Score -2.858943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230381 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -28589420.000000 Penalty: 6128.460449
	Iteration 188Q: 3 clusters Score -2.858942e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230381 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -28589420.000000 Penalty: 6128.460449
	Iteration 189F: 3 clusters Score -2.858942e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (21495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Entering Unmasked Estep 
Score: -2528155.750000 Penalty: 2473.942627
	Iteration 0F: 2 clusters Score -2528156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -2513207.500000 Penalty: 4947.885254
	Iteration 0F: 3 clusters Score -2513208 nChanged 9512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -2518454.250000 Penalty: 4947.885254
	Iteration 1F: 3 clusters Score -2518454 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -2519170.000000 Penalty: 4947.885254
	Iteration 2F: 3 clusters Score -2519170 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -2519975.000000 Penalty: 4947.885254
	Iteration 3F: 3 clusters Score -2519975 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -2520927.000000 Penalty: 4947.885254
	Iteration 4F: 3 clusters Score -2520927 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -2522007.750000 Penalty: 4947.885254
	Iteration 5F: 3 clusters Score -2522008 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -2523164.250000 Penalty: 4947.885254
	Iteration 6F: 3 clusters Score -2523164 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -2524173.750000 Penalty: 4947.885254
	Iteration 7F: 3 clusters Score -2524174 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -2524907.250000 Penalty: 4947.885254
	Iteration 8Q: 3 clusters Score -2524907 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -2525345.750000 Penalty: 4947.885254
	Iteration 9Q: 3 clusters Score -2525346 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -2525606.750000 Penalty: 4947.885254
	Iteration 10Q: 3 clusters Score -2525607 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -2525741.250000 Penalty: 4947.885254
	Iteration 11Q: 3 clusters Score -2525741 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -2525835.250000 Penalty: 4947.885254
	Iteration 12Q: 3 clusters Score -2525835 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -2525904.000000 Penalty: 4947.885254
	Iteration 13Q: 3 clusters Score -2525904 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -2525946.000000 Penalty: 4947.885254
	Iteration 14Q: 3 clusters Score -2525946 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -2525963.500000 Penalty: 4947.885254
	Iteration 15Q: 3 clusters Score -2525964 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -2525979.250000 Penalty: 4947.885254
	Iteration 16Q: 3 clusters Score -2525979 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -2525988.500000 Penalty: 4947.885254
	Iteration 17Q: 3 clusters Score -2525988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -2525997.000000 Penalty: 4947.885254
	Iteration 18Q: 3 clusters Score -2525997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -2525998.750000 Penalty: 4947.885254
	Iteration 19Q: 3 clusters Score -2525999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -2526005.000000 Penalty: 4947.885254
	Iteration 20F: 3 clusters Score -2526005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -2526014.250000 Penalty: 4947.885254
	Iteration 21Q: 3 clusters Score -2526014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -2526019.000000 Penalty: 4947.885254
	Iteration 22Q: 3 clusters Score -2526019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -2526027.000000 Penalty: 4947.885254
	Iteration 23Q: 3 clusters Score -2526027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -2526036.500000 Penalty: 4947.885254
	Iteration 24Q: 3 clusters Score -2526036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -2526039.750000 Penalty: 4947.885254
	Iteration 25Q: 3 clusters Score -2526040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -2526044.750000 Penalty: 4947.885254
	Iteration 26Q: 3 clusters Score -2526045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -2526048.750000 Penalty: 4947.885254
	Iteration 27Q: 3 clusters Score -2526049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -2526048.500000 Penalty: 4947.885254
	Iteration 28Q: 3 clusters Score -2526048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -2526052.000000 Penalty: 4947.885254
	Iteration 29Q: 3 clusters Score -2526052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -2526053.000000 Penalty: 4947.885254
	Iteration 30Q: 3 clusters Score -2526053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -2526054.750000 Penalty: 4947.885254
	Iteration 31Q: 3 clusters Score -2526055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -2526054.750000 Penalty: 4947.885254
	Iteration 32F: 3 clusters Score -2526055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Entering Unmasked Estep 
Score: -115767.656250 Penalty: 1728.741089
	Iteration 0F: 2 clusters Score -115767.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -113804.804688 Penalty: 3457.482178
	Iteration 0F: 3 clusters Score -113804.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -114277.703125 Penalty: 3457.482178
	Iteration 1F: 3 clusters Score -114277.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -114449.070312 Penalty: 3457.482178
	Iteration 2F: 3 clusters Score -114449.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -114573.265625 Penalty: 3457.482178
	Iteration 3Q: 3 clusters Score -114573.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -114678.570312 Penalty: 3457.482178
	Iteration 4Q: 3 clusters Score -114678.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -114813.609375 Penalty: 3457.482178
	Iteration 5Q: 3 clusters Score -114813.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -114940.546875 Penalty: 3457.482178
	Iteration 6Q: 3 clusters Score -114940.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -115082.687500 Penalty: 3457.482178
	Iteration 7Q: 3 clusters Score -115082.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -115172.250000 Penalty: 3457.482178
	Iteration 8Q: 3 clusters Score -115172.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -115243.945312 Penalty: 3457.482178
	Iteration 9Q: 3 clusters Score -115243.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -115317.812500 Penalty: 3457.482178
	Iteration 10Q: 3 clusters Score -115317.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -115379.804688 Penalty: 3457.482178
	Iteration 11Q: 3 clusters Score -115379.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -115405.828125 Penalty: 3457.482178
	Iteration 12Q: 3 clusters Score -115405.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -115424.125000 Penalty: 3457.482178
	Iteration 13Q: 3 clusters Score -115424.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -115453.234375 Penalty: 3457.482178
	Iteration 14Q: 3 clusters Score -115453.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -115481.671875 Penalty: 3457.482178
	Iteration 15Q: 3 clusters Score -115481.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -115509.820312 Penalty: 3457.482178
	Iteration 16Q: 3 clusters Score -115509.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -115530.640625 Penalty: 3457.482178
	Iteration 17Q: 3 clusters Score -115530.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -115541.156250 Penalty: 3457.482178
	Iteration 18Q: 3 clusters Score -115541.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -115554.804688 Penalty: 3457.482178
	Iteration 19Q: 3 clusters Score -115554.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -115566.398438 Penalty: 3457.482178
	Iteration 20F: 3 clusters Score -115566.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -115571.750000 Penalty: 3457.482178
	Iteration 21Q: 3 clusters Score -115571.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -115574.046875 Penalty: 3457.482178
	Iteration 22Q: 3 clusters Score -115574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -115575.734375 Penalty: 3457.482178
	Iteration 23Q: 3 clusters Score -115575.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -115579.632812 Penalty: 3457.482178
	Iteration 24Q: 3 clusters Score -115579.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -115579.921875 Penalty: 3457.482178
	Iteration 25Q: 3 clusters Score -115579.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -115579.921875 Penalty: 3457.482178
	Iteration 26F: 3 clusters Score -115579.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Entering Unmasked Estep 
Score: -89426.007812 Penalty: 1681.983643
	Iteration 0F: 2 clusters Score -89426.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -87631.164062 Penalty: 3363.967285
	Iteration 0F: 3 clusters Score -87631.16 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -87945.781250 Penalty: 3363.967285
	Iteration 1F: 3 clusters Score -87945.78 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -88079.398438 Penalty: 3363.967285
	Iteration 2F: 3 clusters Score -88079.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -88165.828125 Penalty: 3363.967285
	Iteration 3Q: 3 clusters Score -88165.83 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -88259.210938 Penalty: 3363.967285
	Iteration 4Q: 3 clusters Score -88259.21 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -88355.226562 Penalty: 3363.967285
	Iteration 5Q: 3 clusters Score -88355.23 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -88442.289062 Penalty: 3363.967285
	Iteration 6Q: 3 clusters Score -88442.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -88494.625000 Penalty: 3363.967285
	Iteration 7Q: 3 clusters Score -88494.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -88522.601562 Penalty: 3363.967285
	Iteration 8Q: 3 clusters Score -88522.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -88548.312500 Penalty: 3363.967285
	Iteration 9Q: 3 clusters Score -88548.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -88598.273438 Penalty: 3363.967285
	Iteration 10Q: 3 clusters Score -88598.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -88613.929688 Penalty: 3363.967285
	Iteration 11Q: 3 clusters Score -88613.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -88624.187500 Penalty: 3363.967285
	Iteration 12Q: 3 clusters Score -88624.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -88655.851562 Penalty: 3363.967285
	Iteration 13Q: 3 clusters Score -88655.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -88699.453125 Penalty: 3363.967285
	Iteration 14Q: 3 clusters Score -88699.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -88729.835938 Penalty: 3363.967285
	Iteration 15Q: 3 clusters Score -88729.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -88748.484375 Penalty: 3363.967285
	Iteration 16Q: 3 clusters Score -88748.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -88764.703125 Penalty: 3363.967285
	Iteration 17Q: 3 clusters Score -88764.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -88779.171875 Penalty: 3363.967285
	Iteration 18Q: 3 clusters Score -88779.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -88788.710938 Penalty: 3363.967285
	Iteration 19Q: 3 clusters Score -88788.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -88814.039062 Penalty: 3363.967285
	Iteration 20F: 3 clusters Score -88814.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -88828.375000 Penalty: 3363.967285
	Iteration 21Q: 3 clusters Score -88828.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -88837.453125 Penalty: 3363.967285
	Iteration 22Q: 3 clusters Score -88837.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -88845.375000 Penalty: 3363.967285
	Iteration 23Q: 3 clusters Score -88845.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -88851.984375 Penalty: 3363.967285
	Iteration 24Q: 3 clusters Score -88851.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -88855.562500 Penalty: 3363.967285
	Iteration 25Q: 3 clusters Score -88855.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -88856.562500 Penalty: 3363.967285
	Iteration 26Q: 3 clusters Score -88856.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -88857.562500 Penalty: 3363.967285
	Iteration 27Q: 3 clusters Score -88857.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -88857.562500 Penalty: 3363.967285
	Iteration 28F: 3 clusters Score -88857.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Entering Unmasked Estep 
Score: -48017.863281 Penalty: 1512.879150
	Iteration 0F: 2 clusters Score -48017.86 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 231 members 
Entering Unmasked Estep 
Score: -46526.328125 Penalty: 3025.758301
	Iteration 0F: 3 clusters Score -46526.33 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -46702.703125 Penalty: 3025.758301
	Iteration 1F: 3 clusters Score -46702.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -46769.894531 Penalty: 3025.758301
	Iteration 2Q: 3 clusters Score -46769.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -46812.082031 Penalty: 3025.758301
	Iteration 3Q: 3 clusters Score -46812.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -46836.468750 Penalty: 3025.758301
	Iteration 4Q: 3 clusters Score -46836.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -46863.667969 Penalty: 3025.758301
	Iteration 5Q: 3 clusters Score -46863.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -46877.097656 Penalty: 3025.758301
	Iteration 6Q: 3 clusters Score -46877.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -46887.191406 Penalty: 3025.758301
	Iteration 7Q: 3 clusters Score -46887.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -46894.292969 Penalty: 3025.758301
	Iteration 8Q: 3 clusters Score -46894.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -46901.523438 Penalty: 3025.758301
	Iteration 9Q: 3 clusters Score -46901.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -46907.886719 Penalty: 3025.758301
	Iteration 10Q: 3 clusters Score -46907.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -46907.886719 Penalty: 3025.758301
	Iteration 11F: 3 clusters Score -46907.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 8692 members 
Mstep: Class 3 contains 15579 members 
Mstep: Class 4 contains 181930 members 
Mstep: Class 5 contains 320927 members 
Mstep: Class 6 contains 8637 members 
Mstep: Class 7 contains 179526 members 
Mstep: Class 8 contains 16443 members 
Mstep: Class 9 contains 12140 members 
Mstep: Class 10 contains 14496 members 
Mstep: Class 11 contains 7974 members 
Mstep: Class 12 contains 19285 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3219 members 
Mstep: Class 15 contains 101722 members 
Mstep: Class 16 contains 186908 members 
Mstep: Class 17 contains 16544 members 
Mstep: Class 18 contains 83447 members 
Mstep: Class 19 contains 25483 members 
Mstep: Class 20 contains 114413 members 
Mstep: Class 21 contains 44211 members 
Mstep: Class 22 contains 53082 members 
Mstep: Class 23 contains 10614 members 
Mstep: Class 24 contains 29354 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12851 members 
Mstep: Class 27 contains 11084 members 
Mstep: Class 28 contains 5667 members 
Mstep: Class 29 contains 12269 members 
Mstep: Class 30 contains 3207 members 
Mstep: Class 31 contains 6474 members 
Mstep: Class 32 contains 10944 members 
Mstep: Class 33 contains 54429 members 
Mstep: Class 34 contains 23395 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131167 members 
Mstep: Class 37 contains 232296 members 
Mstep: Class 38 contains 21495 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 882 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235498768.000000 Penalty: 147473.906250
Iteration 319Q: 42 clusters Score -2.354988e+08 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 8691 members 
Mstep: Class 3 contains 15582 members 
Mstep: Class 4 contains 181951 members 
Mstep: Class 5 contains 320931 members 
Mstep: Class 6 contains 8636 members 
Mstep: Class 7 contains 179633 members 
Mstep: Class 8 contains 16439 members 
Mstep: Class 9 contains 12140 members 
Mstep: Class 10 contains 14498 members 
Mstep: Class 11 contains 7974 members 
Mstep: Class 12 contains 19284 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3220 members 
Mstep: Class 15 contains 101729 members 
Mstep: Class 16 contains 186873 members 
Mstep: Class 17 contains 16541 members 
Mstep: Class 18 contains 83451 members 
Mstep: Class 19 contains 25486 members 
Mstep: Class 20 contains 114398 members 
Mstep: Class 21 contains 44205 members 
Mstep: Class 22 contains 53084 members 
Mstep: Class 23 contains 10614 members 
Mstep: Class 24 contains 29350 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12853 members 
Mstep: Class 27 contains 11085 members 
Mstep: Class 28 contains 5667 members 
Mstep: Class 29 contains 12270 members 
Mstep: Class 30 contains 3209 members 
Mstep: Class 31 contains 6476 members 
Mstep: Class 32 contains 10944 members 
Mstep: Class 33 contains 54432 members 
Mstep: Class 34 contains 23409 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131166 members 
Mstep: Class 37 contains 232187 members 
Mstep: Class 38 contains 21493 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 882 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235498768.000000 Penalty: 147473.906250
Iteration 320F: 42 clusters Score -2.354988e+08 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 8690 members 
Mstep: Class 3 contains 15580 members 
Mstep: Class 4 contains 181988 members 
Mstep: Class 5 contains 320931 members 
Mstep: Class 6 contains 8638 members 
Mstep: Class 7 contains 179708 members 
Mstep: Class 8 contains 16437 members 
Mstep: Class 9 contains 12145 members 
Mstep: Class 10 contains 14499 members 
Mstep: Class 11 contains 7974 members 
Mstep: Class 12 contains 19287 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3220 members 
Mstep: Class 15 contains 101733 members 
Mstep: Class 16 contains 186842 members 
Mstep: Class 17 contains 16538 members 
Mstep: Class 18 contains 83452 members 
Mstep: Class 19 contains 25488 members 
Mstep: Class 20 contains 114373 members 
Mstep: Class 21 contains 44197 members 
Mstep: Class 22 contains 53077 members 
Mstep: Class 23 contains 10615 members 
Mstep: Class 24 contains 29351 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12853 members 
Mstep: Class 27 contains 11086 members 
Mstep: Class 28 contains 5668 members 
Mstep: Class 29 contains 12270 members 
Mstep: Class 30 contains 3211 members 
Mstep: Class 31 contains 6480 members 
Mstep: Class 32 contains 10941 members 
Mstep: Class 33 contains 54436 members 
Mstep: Class 34 contains 23417 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131164 members 
Mstep: Class 37 contains 232120 members 
Mstep: Class 38 contains 21491 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 882 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499040.000000 Penalty: 147473.906250
Iteration 321Q: 42 clusters Score -2.35499e+08 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 8690 members 
Mstep: Class 3 contains 15579 members 
Mstep: Class 4 contains 182031 members 
Mstep: Class 5 contains 320924 members 
Mstep: Class 6 contains 8639 members 
Mstep: Class 7 contains 179804 members 
Mstep: Class 8 contains 16441 members 
Mstep: Class 9 contains 12146 members 
Mstep: Class 10 contains 14499 members 
Mstep: Class 11 contains 7971 members 
Mstep: Class 12 contains 19287 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3220 members 
Mstep: Class 15 contains 101733 members 
Mstep: Class 16 contains 186819 members 
Mstep: Class 17 contains 16538 members 
Mstep: Class 18 contains 83455 members 
Mstep: Class 19 contains 25490 members 
Mstep: Class 20 contains 114352 members 
Mstep: Class 21 contains 44196 members 
Mstep: Class 22 contains 53083 members 
Mstep: Class 23 contains 10614 members 
Mstep: Class 24 contains 29351 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12855 members 
Mstep: Class 27 contains 11087 members 
Mstep: Class 28 contains 5668 members 
Mstep: Class 29 contains 12268 members 
Mstep: Class 30 contains 3213 members 
Mstep: Class 31 contains 6481 members 
Mstep: Class 32 contains 10941 members 
Mstep: Class 33 contains 54440 members 
Mstep: Class 34 contains 23423 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131163 members 
Mstep: Class 37 contains 232011 members 
Mstep: Class 38 contains 21489 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 882 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235498832.000000 Penalty: 147473.906250
Iteration 322Q: 42 clusters Score -2.354988e+08 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 8690 members 
Mstep: Class 3 contains 15578 members 
Mstep: Class 4 contains 182084 members 
Mstep: Class 5 contains 320919 members 
Mstep: Class 6 contains 8639 members 
Mstep: Class 7 contains 179922 members 
Mstep: Class 8 contains 16445 members 
Mstep: Class 9 contains 12145 members 
Mstep: Class 10 contains 14500 members 
Mstep: Class 11 contains 7969 members 
Mstep: Class 12 contains 19287 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3220 members 
Mstep: Class 15 contains 101730 members 
Mstep: Class 16 contains 186806 members 
Mstep: Class 17 contains 16538 members 
Mstep: Class 18 contains 83458 members 
Mstep: Class 19 contains 25492 members 
Mstep: Class 20 contains 114329 members 
Mstep: Class 21 contains 44193 members 
Mstep: Class 22 contains 53084 members 
Mstep: Class 23 contains 10613 members 
Mstep: Class 24 contains 29345 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12853 members 
Mstep: Class 27 contains 11089 members 
Mstep: Class 28 contains 5668 members 
Mstep: Class 29 contains 12267 members 
Mstep: Class 30 contains 3215 members 
Mstep: Class 31 contains 6481 members 
Mstep: Class 32 contains 10941 members 
Mstep: Class 33 contains 54440 members 
Mstep: Class 34 contains 23432 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131160 members 
Mstep: Class 37 contains 231880 members 
Mstep: Class 38 contains 21487 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 882 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235498848.000000 Penalty: 147473.906250
Iteration 323Q: 42 clusters Score -2.354988e+08 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 8689 members 
Mstep: Class 3 contains 15576 members 
Mstep: Class 4 contains 182141 members 
Mstep: Class 5 contains 320909 members 
Mstep: Class 6 contains 8639 members 
Mstep: Class 7 contains 180039 members 
Mstep: Class 8 contains 16445 members 
Mstep: Class 9 contains 12145 members 
Mstep: Class 10 contains 14501 members 
Mstep: Class 11 contains 7972 members 
Mstep: Class 12 contains 19281 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3220 members 
Mstep: Class 15 contains 101728 members 
Mstep: Class 16 contains 186789 members 
Mstep: Class 17 contains 16539 members 
Mstep: Class 18 contains 83459 members 
Mstep: Class 19 contains 25496 members 
Mstep: Class 20 contains 114324 members 
Mstep: Class 21 contains 44189 members 
Mstep: Class 22 contains 53074 members 
Mstep: Class 23 contains 10612 members 
Mstep: Class 24 contains 29342 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12856 members 
Mstep: Class 27 contains 11089 members 
Mstep: Class 28 contains 5668 members 
Mstep: Class 29 contains 12269 members 
Mstep: Class 30 contains 3218 members 
Mstep: Class 31 contains 6480 members 
Mstep: Class 32 contains 10943 members 
Mstep: Class 33 contains 54439 members 
Mstep: Class 34 contains 23437 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131154 members 
Mstep: Class 37 contains 231753 members 
Mstep: Class 38 contains 21485 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 882 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235498672.000000 Penalty: 147473.906250
Iteration 324Q: 42 clusters Score -2.354987e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 8690 members 
Mstep: Class 3 contains 15573 members 
Mstep: Class 4 contains 182217 members 
Mstep: Class 5 contains 320901 members 
Mstep: Class 6 contains 8637 members 
Mstep: Class 7 contains 180102 members 
Mstep: Class 8 contains 16444 members 
Mstep: Class 9 contains 12146 members 
Mstep: Class 10 contains 14502 members 
Mstep: Class 11 contains 7976 members 
Mstep: Class 12 contains 19274 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3220 members 
Mstep: Class 15 contains 101725 members 
Mstep: Class 16 contains 186773 members 
Mstep: Class 17 contains 16540 members 
Mstep: Class 18 contains 83466 members 
Mstep: Class 19 contains 25497 members 
Mstep: Class 20 contains 114300 members 
Mstep: Class 21 contains 44192 members 
Mstep: Class 22 contains 53077 members 
Mstep: Class 23 contains 10613 members 
Mstep: Class 24 contains 29342 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12854 members 
Mstep: Class 27 contains 11089 members 
Mstep: Class 28 contains 5668 members 
Mstep: Class 29 contains 12267 members 
Mstep: Class 30 contains 3218 members 
Mstep: Class 31 contains 6482 members 
Mstep: Class 32 contains 10945 members 
Mstep: Class 33 contains 54441 members 
Mstep: Class 34 contains 23440 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131153 members 
Mstep: Class 37 contains 231651 members 
Mstep: Class 38 contains 21485 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 882 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235498592.000000 Penalty: 147473.906250
Iteration 325Q: 42 clusters Score -2.354986e+08 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 8691 members 
Mstep: Class 3 contains 15570 members 
Mstep: Class 4 contains 182291 members 
Mstep: Class 5 contains 320894 members 
Mstep: Class 6 contains 8636 members 
Mstep: Class 7 contains 180167 members 
Mstep: Class 8 contains 16446 members 
Mstep: Class 9 contains 12147 members 
Mstep: Class 10 contains 14503 members 
Mstep: Class 11 contains 7978 members 
Mstep: Class 12 contains 19269 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3220 members 
Mstep: Class 15 contains 101724 members 
Mstep: Class 16 contains 186767 members 
Mstep: Class 17 contains 16540 members 
Mstep: Class 18 contains 83469 members 
Mstep: Class 19 contains 25500 members 
Mstep: Class 20 contains 114263 members 
Mstep: Class 21 contains 44188 members 
Mstep: Class 22 contains 53071 members 
Mstep: Class 23 contains 10614 members 
Mstep: Class 24 contains 29339 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12854 members 
Mstep: Class 27 contains 11089 members 
Mstep: Class 28 contains 5669 members 
Mstep: Class 29 contains 12267 members 
Mstep: Class 30 contains 3218 members 
Mstep: Class 31 contains 6482 members 
Mstep: Class 32 contains 10945 members 
Mstep: Class 33 contains 54442 members 
Mstep: Class 34 contains 23449 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131150 members 
Mstep: Class 37 contains 231562 members 
Mstep: Class 38 contains 21485 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 882 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235498832.000000 Penalty: 147473.906250
Iteration 326Q: 42 clusters Score -2.354988e+08 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 8690 members 
Mstep: Class 3 contains 15568 members 
Mstep: Class 4 contains 182370 members 
Mstep: Class 5 contains 320894 members 
Mstep: Class 6 contains 8637 members 
Mstep: Class 7 contains 180237 members 
Mstep: Class 8 contains 16443 members 
Mstep: Class 9 contains 12150 members 
Mstep: Class 10 contains 14503 members 
Mstep: Class 11 contains 7980 members 
Mstep: Class 12 contains 19265 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3220 members 
Mstep: Class 15 contains 101720 members 
Mstep: Class 16 contains 186750 members 
Mstep: Class 17 contains 16541 members 
Mstep: Class 18 contains 83470 members 
Mstep: Class 19 contains 25503 members 
Mstep: Class 20 contains 114246 members 
Mstep: Class 21 contains 44196 members 
Mstep: Class 22 contains 53071 members 
Mstep: Class 23 contains 10615 members 
Mstep: Class 24 contains 29332 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12855 members 
Mstep: Class 27 contains 11088 members 
Mstep: Class 28 contains 5669 members 
Mstep: Class 29 contains 12265 members 
Mstep: Class 30 contains 3219 members 
Mstep: Class 31 contains 6482 members 
Mstep: Class 32 contains 10948 members 
Mstep: Class 33 contains 54441 members 
Mstep: Class 34 contains 23455 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131149 members 
Mstep: Class 37 contains 231441 members 
Mstep: Class 38 contains 21484 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 882 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499136.000000 Penalty: 147473.906250
Iteration 327Q: 42 clusters Score -2.354991e+08 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 8689 members 
Mstep: Class 3 contains 15565 members 
Mstep: Class 4 contains 182451 members 
Mstep: Class 5 contains 320894 members 
Mstep: Class 6 contains 8636 members 
Mstep: Class 7 contains 180295 members 
Mstep: Class 8 contains 16442 members 
Mstep: Class 9 contains 12154 members 
Mstep: Class 10 contains 14503 members 
Mstep: Class 11 contains 7983 members 
Mstep: Class 12 contains 19255 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3220 members 
Mstep: Class 15 contains 101719 members 
Mstep: Class 16 contains 186743 members 
Mstep: Class 17 contains 16541 members 
Mstep: Class 18 contains 83466 members 
Mstep: Class 19 contains 25506 members 
Mstep: Class 20 contains 114219 members 
Mstep: Class 21 contains 44190 members 
Mstep: Class 22 contains 53071 members 
Mstep: Class 23 contains 10615 members 
Mstep: Class 24 contains 29331 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12854 members 
Mstep: Class 27 contains 11088 members 
Mstep: Class 28 contains 5668 members 
Mstep: Class 29 contains 12265 members 
Mstep: Class 30 contains 3220 members 
Mstep: Class 31 contains 6482 members 
Mstep: Class 32 contains 10947 members 
Mstep: Class 33 contains 54438 members 
Mstep: Class 34 contains 23470 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131151 members 
Mstep: Class 37 contains 231342 members 
Mstep: Class 38 contains 21483 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 882 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499120.000000 Penalty: 147473.906250
Iteration 328Q: 42 clusters Score -2.354991e+08 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 8692 members 
Mstep: Class 3 contains 15560 members 
Mstep: Class 4 contains 182527 members 
Mstep: Class 5 contains 320887 members 
Mstep: Class 6 contains 8634 members 
Mstep: Class 7 contains 180330 members 
Mstep: Class 8 contains 16440 members 
Mstep: Class 9 contains 12158 members 
Mstep: Class 10 contains 14502 members 
Mstep: Class 11 contains 7985 members 
Mstep: Class 12 contains 19247 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3220 members 
Mstep: Class 15 contains 101723 members 
Mstep: Class 16 contains 186740 members 
Mstep: Class 17 contains 16542 members 
Mstep: Class 18 contains 83462 members 
Mstep: Class 19 contains 25513 members 
Mstep: Class 20 contains 114210 members 
Mstep: Class 21 contains 44189 members 
Mstep: Class 22 contains 53061 members 
Mstep: Class 23 contains 10617 members 
Mstep: Class 24 contains 29326 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12854 members 
Mstep: Class 27 contains 11088 members 
Mstep: Class 28 contains 5668 members 
Mstep: Class 29 contains 12263 members 
Mstep: Class 30 contains 3220 members 
Mstep: Class 31 contains 6483 members 
Mstep: Class 32 contains 10946 members 
Mstep: Class 33 contains 54438 members 
Mstep: Class 34 contains 23474 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131153 members 
Mstep: Class 37 contains 231263 members 
Mstep: Class 38 contains 21481 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 882 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499024.000000 Penalty: 147473.906250
Iteration 329Q: 42 clusters Score -2.35499e+08 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 8693 members 
Mstep: Class 3 contains 15556 members 
Mstep: Class 4 contains 182591 members 
Mstep: Class 5 contains 320892 members 
Mstep: Class 6 contains 8637 members 
Mstep: Class 7 contains 180370 members 
Mstep: Class 8 contains 16442 members 
Mstep: Class 9 contains 12161 members 
Mstep: Class 10 contains 14501 members 
Mstep: Class 11 contains 7983 members 
Mstep: Class 12 contains 19242 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3220 members 
Mstep: Class 15 contains 101723 members 
Mstep: Class 16 contains 186736 members 
Mstep: Class 17 contains 16543 members 
Mstep: Class 18 contains 83463 members 
Mstep: Class 19 contains 25517 members 
Mstep: Class 20 contains 114212 members 
Mstep: Class 21 contains 44189 members 
Mstep: Class 22 contains 53050 members 
Mstep: Class 23 contains 10621 members 
Mstep: Class 24 contains 29321 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12855 members 
Mstep: Class 27 contains 11088 members 
Mstep: Class 28 contains 5668 members 
Mstep: Class 29 contains 12265 members 
Mstep: Class 30 contains 3220 members 
Mstep: Class 31 contains 6487 members 
Mstep: Class 32 contains 10947 members 
Mstep: Class 33 contains 54436 members 
Mstep: Class 34 contains 23479 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131151 members 
Mstep: Class 37 contains 231159 members 
Mstep: Class 38 contains 21478 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 882 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235498992.000000 Penalty: 147473.906250
Iteration 330Q: 42 clusters Score -2.35499e+08 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 8694 members 
Mstep: Class 3 contains 15554 members 
Mstep: Class 4 contains 182640 members 
Mstep: Class 5 contains 320902 members 
Mstep: Class 6 contains 8636 members 
Mstep: Class 7 contains 180431 members 
Mstep: Class 8 contains 16444 members 
Mstep: Class 9 contains 12164 members 
Mstep: Class 10 contains 14504 members 
Mstep: Class 11 contains 7982 members 
Mstep: Class 12 contains 19231 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3220 members 
Mstep: Class 15 contains 101723 members 
Mstep: Class 16 contains 186727 members 
Mstep: Class 17 contains 16544 members 
Mstep: Class 18 contains 83464 members 
Mstep: Class 19 contains 25519 members 
Mstep: Class 20 contains 114241 members 
Mstep: Class 21 contains 44184 members 
Mstep: Class 22 contains 53039 members 
Mstep: Class 23 contains 10624 members 
Mstep: Class 24 contains 29318 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12856 members 
Mstep: Class 27 contains 11088 members 
Mstep: Class 28 contains 5668 members 
Mstep: Class 29 contains 12264 members 
Mstep: Class 30 contains 3220 members 
Mstep: Class 31 contains 6485 members 
Mstep: Class 32 contains 10946 members 
Mstep: Class 33 contains 54437 members 
Mstep: Class 34 contains 23479 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131147 members 
Mstep: Class 37 contains 231045 members 
Mstep: Class 38 contains 21476 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 882 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235498816.000000 Penalty: 147473.906250
Iteration 331Q: 42 clusters Score -2.354988e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 8694 members 
Mstep: Class 3 contains 15558 members 
Mstep: Class 4 contains 182698 members 
Mstep: Class 5 contains 320901 members 
Mstep: Class 6 contains 8636 members 
Mstep: Class 7 contains 180481 members 
Mstep: Class 8 contains 16447 members 
Mstep: Class 9 contains 12168 members 
Mstep: Class 10 contains 14506 members 
Mstep: Class 11 contains 7983 members 
Mstep: Class 12 contains 19228 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3220 members 
Mstep: Class 15 contains 101721 members 
Mstep: Class 16 contains 186710 members 
Mstep: Class 17 contains 16544 members 
Mstep: Class 18 contains 83466 members 
Mstep: Class 19 contains 25521 members 
Mstep: Class 20 contains 114243 members 
Mstep: Class 21 contains 44185 members 
Mstep: Class 22 contains 53040 members 
Mstep: Class 23 contains 10626 members 
Mstep: Class 24 contains 29315 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12857 members 
Mstep: Class 27 contains 11089 members 
Mstep: Class 28 contains 5668 members 
Mstep: Class 29 contains 12266 members 
Mstep: Class 30 contains 3221 members 
Mstep: Class 31 contains 6484 members 
Mstep: Class 32 contains 10945 members 
Mstep: Class 33 contains 54440 members 
Mstep: Class 34 contains 23479 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131139 members 
Mstep: Class 37 contains 230943 members 
Mstep: Class 38 contains 21474 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 882 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235498784.000000 Penalty: 147473.906250
Iteration 332Q: 42 clusters Score -2.354988e+08 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 8695 members 
Mstep: Class 3 contains 15559 members 
Mstep: Class 4 contains 182755 members 
Mstep: Class 5 contains 320906 members 
Mstep: Class 6 contains 8635 members 
Mstep: Class 7 contains 180533 members 
Mstep: Class 8 contains 16449 members 
Mstep: Class 9 contains 12171 members 
Mstep: Class 10 contains 14506 members 
Mstep: Class 11 contains 7981 members 
Mstep: Class 12 contains 19228 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3220 members 
Mstep: Class 15 contains 101720 members 
Mstep: Class 16 contains 186684 members 
Mstep: Class 17 contains 16543 members 
Mstep: Class 18 contains 83470 members 
Mstep: Class 19 contains 25521 members 
Mstep: Class 20 contains 114253 members 
Mstep: Class 21 contains 44181 members 
Mstep: Class 22 contains 53030 members 
Mstep: Class 23 contains 10628 members 
Mstep: Class 24 contains 29311 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12860 members 
Mstep: Class 27 contains 11089 members 
Mstep: Class 28 contains 5668 members 
Mstep: Class 29 contains 12268 members 
Mstep: Class 30 contains 3223 members 
Mstep: Class 31 contains 6485 members 
Mstep: Class 32 contains 10945 members 
Mstep: Class 33 contains 54441 members 
Mstep: Class 34 contains 23483 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131137 members 
Mstep: Class 37 contains 230844 members 
Mstep: Class 38 contains 21473 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 882 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235498672.000000 Penalty: 147473.906250
Iteration 333Q: 42 clusters Score -2.354987e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 8695 members 
Mstep: Class 3 contains 15558 members 
Mstep: Class 4 contains 182808 members 
Mstep: Class 5 contains 320904 members 
Mstep: Class 6 contains 8636 members 
Mstep: Class 7 contains 180572 members 
Mstep: Class 8 contains 16450 members 
Mstep: Class 9 contains 12171 members 
Mstep: Class 10 contains 14506 members 
Mstep: Class 11 contains 7979 members 
Mstep: Class 12 contains 19229 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3220 members 
Mstep: Class 15 contains 101718 members 
Mstep: Class 16 contains 186658 members 
Mstep: Class 17 contains 16542 members 
Mstep: Class 18 contains 83469 members 
Mstep: Class 19 contains 25521 members 
Mstep: Class 20 contains 114257 members 
Mstep: Class 21 contains 44175 members 
Mstep: Class 22 contains 53021 members 
Mstep: Class 23 contains 10630 members 
Mstep: Class 24 contains 29304 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12863 members 
Mstep: Class 27 contains 11089 members 
Mstep: Class 28 contains 5668 members 
Mstep: Class 29 contains 12266 members 
Mstep: Class 30 contains 3227 members 
Mstep: Class 31 contains 6486 members 
Mstep: Class 32 contains 10945 members 
Mstep: Class 33 contains 54442 members 
Mstep: Class 34 contains 23494 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131134 members 
Mstep: Class 37 contains 230782 members 
Mstep: Class 38 contains 21475 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 882 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235498720.000000 Penalty: 147473.906250
Iteration 334Q: 42 clusters Score -2.354987e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 8696 members 
Mstep: Class 3 contains 15560 members 
Mstep: Class 4 contains 182843 members 
Mstep: Class 5 contains 320904 members 
Mstep: Class 6 contains 8637 members 
Mstep: Class 7 contains 180629 members 
Mstep: Class 8 contains 16453 members 
Mstep: Class 9 contains 12172 members 
Mstep: Class 10 contains 14508 members 
Mstep: Class 11 contains 7977 members 
Mstep: Class 12 contains 19224 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3220 members 
Mstep: Class 15 contains 101715 members 
Mstep: Class 16 contains 186635 members 
Mstep: Class 17 contains 16543 members 
Mstep: Class 18 contains 83466 members 
Mstep: Class 19 contains 25521 members 
Mstep: Class 20 contains 114265 members 
Mstep: Class 21 contains 44173 members 
Mstep: Class 22 contains 53016 members 
Mstep: Class 23 contains 10631 members 
Mstep: Class 24 contains 29302 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12864 members 
Mstep: Class 27 contains 11089 members 
Mstep: Class 28 contains 5668 members 
Mstep: Class 29 contains 12266 members 
Mstep: Class 30 contains 3229 members 
Mstep: Class 31 contains 6489 members 
Mstep: Class 32 contains 10947 members 
Mstep: Class 33 contains 54442 members 
Mstep: Class 34 contains 23506 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131129 members 
Mstep: Class 37 contains 230698 members 
Mstep: Class 38 contains 21476 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 882 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235498800.000000 Penalty: 147473.906250
Iteration 335Q: 42 clusters Score -2.354988e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 8696 members 
Mstep: Class 3 contains 15559 members 
Mstep: Class 4 contains 182896 members 
Mstep: Class 5 contains 320908 members 
Mstep: Class 6 contains 8639 members 
Mstep: Class 7 contains 180696 members 
Mstep: Class 8 contains 16456 members 
Mstep: Class 9 contains 12171 members 
Mstep: Class 10 contains 14508 members 
Mstep: Class 11 contains 7976 members 
Mstep: Class 12 contains 19220 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3220 members 
Mstep: Class 15 contains 101715 members 
Mstep: Class 16 contains 186608 members 
Mstep: Class 17 contains 16547 members 
Mstep: Class 18 contains 83465 members 
Mstep: Class 19 contains 25521 members 
Mstep: Class 20 contains 114265 members 
Mstep: Class 21 contains 44161 members 
Mstep: Class 22 contains 53007 members 
Mstep: Class 23 contains 10631 members 
Mstep: Class 24 contains 29301 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12864 members 
Mstep: Class 27 contains 11089 members 
Mstep: Class 28 contains 5667 members 
Mstep: Class 29 contains 12268 members 
Mstep: Class 30 contains 3231 members 
Mstep: Class 31 contains 6491 members 
Mstep: Class 32 contains 10949 members 
Mstep: Class 33 contains 54438 members 
Mstep: Class 34 contains 23516 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131126 members 
Mstep: Class 37 contains 230611 members 
Mstep: Class 38 contains 21477 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 882 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235498928.000000 Penalty: 147473.906250
Iteration 336Q: 42 clusters Score -2.354989e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 8697 members 
Mstep: Class 3 contains 15556 members 
Mstep: Class 4 contains 182953 members 
Mstep: Class 5 contains 320911 members 
Mstep: Class 6 contains 8639 members 
Mstep: Class 7 contains 180750 members 
Mstep: Class 8 contains 16456 members 
Mstep: Class 9 contains 12173 members 
Mstep: Class 10 contains 14506 members 
Mstep: Class 11 contains 7977 members 
Mstep: Class 12 contains 19218 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3220 members 
Mstep: Class 15 contains 101714 members 
Mstep: Class 16 contains 186588 members 
Mstep: Class 17 contains 16549 members 
Mstep: Class 18 contains 83467 members 
Mstep: Class 19 contains 25522 members 
Mstep: Class 20 contains 114260 members 
Mstep: Class 21 contains 44155 members 
Mstep: Class 22 contains 53000 members 
Mstep: Class 23 contains 10629 members 
Mstep: Class 24 contains 29299 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12866 members 
Mstep: Class 27 contains 11089 members 
Mstep: Class 28 contains 5667 members 
Mstep: Class 29 contains 12267 members 
Mstep: Class 30 contains 3233 members 
Mstep: Class 31 contains 6493 members 
Mstep: Class 32 contains 10948 members 
Mstep: Class 33 contains 54438 members 
Mstep: Class 34 contains 23520 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131126 members 
Mstep: Class 37 contains 230529 members 
Mstep: Class 38 contains 21477 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 882 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499168.000000 Penalty: 147473.906250
Iteration 337Q: 42 clusters Score -2.354992e+08 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 8698 members 
Mstep: Class 3 contains 15556 members 
Mstep: Class 4 contains 183007 members 
Mstep: Class 5 contains 320909 members 
Mstep: Class 6 contains 8639 members 
Mstep: Class 7 contains 180777 members 
Mstep: Class 8 contains 16457 members 
Mstep: Class 9 contains 12176 members 
Mstep: Class 10 contains 14503 members 
Mstep: Class 11 contains 7978 members 
Mstep: Class 12 contains 19216 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3220 members 
Mstep: Class 15 contains 101715 members 
Mstep: Class 16 contains 186582 members 
Mstep: Class 17 contains 16550 members 
Mstep: Class 18 contains 83468 members 
Mstep: Class 19 contains 25523 members 
Mstep: Class 20 contains 114237 members 
Mstep: Class 21 contains 44148 members 
Mstep: Class 22 contains 53001 members 
Mstep: Class 23 contains 10629 members 
Mstep: Class 24 contains 29293 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12864 members 
Mstep: Class 27 contains 11089 members 
Mstep: Class 28 contains 5667 members 
Mstep: Class 29 contains 12266 members 
Mstep: Class 30 contains 3233 members 
Mstep: Class 31 contains 6490 members 
Mstep: Class 32 contains 10948 members 
Mstep: Class 33 contains 54439 members 
Mstep: Class 34 contains 23529 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131126 members 
Mstep: Class 37 contains 230483 members 
Mstep: Class 38 contains 21476 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 882 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499488.000000 Penalty: 147473.906250
Iteration 338Q: 42 clusters Score -2.354995e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 8699 members 
Mstep: Class 3 contains 15557 members 
Mstep: Class 4 contains 183050 members 
Mstep: Class 5 contains 320905 members 
Mstep: Class 6 contains 8638 members 
Mstep: Class 7 contains 180813 members 
Mstep: Class 8 contains 16458 members 
Mstep: Class 9 contains 12178 members 
Mstep: Class 10 contains 14501 members 
Mstep: Class 11 contains 7977 members 
Mstep: Class 12 contains 19215 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3220 members 
Mstep: Class 15 contains 101718 members 
Mstep: Class 16 contains 186582 members 
Mstep: Class 17 contains 16548 members 
Mstep: Class 18 contains 83467 members 
Mstep: Class 19 contains 25527 members 
Mstep: Class 20 contains 114212 members 
Mstep: Class 21 contains 44146 members 
Mstep: Class 22 contains 53003 members 
Mstep: Class 23 contains 10629 members 
Mstep: Class 24 contains 29287 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12861 members 
Mstep: Class 27 contains 11088 members 
Mstep: Class 28 contains 5667 members 
Mstep: Class 29 contains 12264 members 
Mstep: Class 30 contains 3233 members 
Mstep: Class 31 contains 6488 members 
Mstep: Class 32 contains 10948 members 
Mstep: Class 33 contains 54438 members 
Mstep: Class 34 contains 23538 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131127 members 
Mstep: Class 37 contains 230434 members 
Mstep: Class 38 contains 21476 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 882 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499664.000000 Penalty: 147473.906250
Iteration 339Q: 42 clusters Score -2.354997e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 8699 members 
Mstep: Class 3 contains 15553 members 
Mstep: Class 4 contains 183104 members 
Mstep: Class 5 contains 320901 members 
Mstep: Class 6 contains 8641 members 
Mstep: Class 7 contains 180851 members 
Mstep: Class 8 contains 16458 members 
Mstep: Class 9 contains 12177 members 
Mstep: Class 10 contains 14500 members 
Mstep: Class 11 contains 7978 members 
Mstep: Class 12 contains 19214 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3220 members 
Mstep: Class 15 contains 101720 members 
Mstep: Class 16 contains 186565 members 
Mstep: Class 17 contains 16545 members 
Mstep: Class 18 contains 83466 members 
Mstep: Class 19 contains 25533 members 
Mstep: Class 20 contains 114187 members 
Mstep: Class 21 contains 44149 members 
Mstep: Class 22 contains 53007 members 
Mstep: Class 23 contains 10629 members 
Mstep: Class 24 contains 29283 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12858 members 
Mstep: Class 27 contains 11088 members 
Mstep: Class 28 contains 5667 members 
Mstep: Class 29 contains 12263 members 
Mstep: Class 30 contains 3233 members 
Mstep: Class 31 contains 6489 members 
Mstep: Class 32 contains 10948 members 
Mstep: Class 33 contains 54434 members 
Mstep: Class 34 contains 23541 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131124 members 
Mstep: Class 37 contains 230389 members 
Mstep: Class 38 contains 21477 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 882 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499872.000000 Penalty: 147473.906250
Iteration 340F: 42 clusters Score -2.354999e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 8700 members 
Mstep: Class 3 contains 15554 members 
Mstep: Class 4 contains 183159 members 
Mstep: Class 5 contains 320904 members 
Mstep: Class 6 contains 8642 members 
Mstep: Class 7 contains 180859 members 
Mstep: Class 8 contains 16460 members 
Mstep: Class 9 contains 12178 members 
Mstep: Class 10 contains 14499 members 
Mstep: Class 11 contains 7979 members 
Mstep: Class 12 contains 19212 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3220 members 
Mstep: Class 15 contains 101718 members 
Mstep: Class 16 contains 186541 members 
Mstep: Class 17 contains 16544 members 
Mstep: Class 18 contains 83467 members 
Mstep: Class 19 contains 25534 members 
Mstep: Class 20 contains 114163 members 
Mstep: Class 21 contains 44150 members 
Mstep: Class 22 contains 53003 members 
Mstep: Class 23 contains 10628 members 
Mstep: Class 24 contains 29283 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12855 members 
Mstep: Class 27 contains 11087 members 
Mstep: Class 28 contains 5668 members 
Mstep: Class 29 contains 12264 members 
Mstep: Class 30 contains 3233 members 
Mstep: Class 31 contains 6490 members 
Mstep: Class 32 contains 10947 members 
Mstep: Class 33 contains 54432 members 
Mstep: Class 34 contains 23542 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131126 members 
Mstep: Class 37 contains 230373 members 
Mstep: Class 38 contains 21478 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 882 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499696.000000 Penalty: 147473.906250
Iteration 341Q: 42 clusters Score -2.354997e+08 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 8701 members 
Mstep: Class 3 contains 15554 members 
Mstep: Class 4 contains 183200 members 
Mstep: Class 5 contains 320907 members 
Mstep: Class 6 contains 8641 members 
Mstep: Class 7 contains 180870 members 
Mstep: Class 8 contains 16464 members 
Mstep: Class 9 contains 12177 members 
Mstep: Class 10 contains 14498 members 
Mstep: Class 11 contains 7980 members 
Mstep: Class 12 contains 19209 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3220 members 
Mstep: Class 15 contains 101713 members 
Mstep: Class 16 contains 186519 members 
Mstep: Class 17 contains 16545 members 
Mstep: Class 18 contains 83467 members 
Mstep: Class 19 contains 25538 members 
Mstep: Class 20 contains 114146 members 
Mstep: Class 21 contains 44151 members 
Mstep: Class 22 contains 53009 members 
Mstep: Class 23 contains 10629 members 
Mstep: Class 24 contains 29282 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12852 members 
Mstep: Class 27 contains 11087 members 
Mstep: Class 28 contains 5668 members 
Mstep: Class 29 contains 12266 members 
Mstep: Class 30 contains 3233 members 
Mstep: Class 31 contains 6488 members 
Mstep: Class 32 contains 10947 members 
Mstep: Class 33 contains 54433 members 
Mstep: Class 34 contains 23549 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131129 members 
Mstep: Class 37 contains 230342 members 
Mstep: Class 38 contains 21478 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 882 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499568.000000 Penalty: 147473.906250
Iteration 342Q: 42 clusters Score -2.354996e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 8702 members 
Mstep: Class 3 contains 15552 members 
Mstep: Class 4 contains 183224 members 
Mstep: Class 5 contains 320904 members 
Mstep: Class 6 contains 8642 members 
Mstep: Class 7 contains 180913 members 
Mstep: Class 8 contains 16462 members 
Mstep: Class 9 contains 12178 members 
Mstep: Class 10 contains 14500 members 
Mstep: Class 11 contains 7979 members 
Mstep: Class 12 contains 19207 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3220 members 
Mstep: Class 15 contains 101714 members 
Mstep: Class 16 contains 186510 members 
Mstep: Class 17 contains 16546 members 
Mstep: Class 18 contains 83471 members 
Mstep: Class 19 contains 25538 members 
Mstep: Class 20 contains 114137 members 
Mstep: Class 21 contains 44154 members 
Mstep: Class 22 contains 53020 members 
Mstep: Class 23 contains 10629 members 
Mstep: Class 24 contains 29284 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12854 members 
Mstep: Class 27 contains 11087 members 
Mstep: Class 28 contains 5668 members 
Mstep: Class 29 contains 12266 members 
Mstep: Class 30 contains 3233 members 
Mstep: Class 31 contains 6486 members 
Mstep: Class 32 contains 10948 members 
Mstep: Class 33 contains 54439 members 
Mstep: Class 34 contains 23554 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131126 members 
Mstep: Class 37 contains 230268 members 
Mstep: Class 38 contains 21479 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 882 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499696.000000 Penalty: 147473.906250
Iteration 343Q: 42 clusters Score -2.354997e+08 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 8701 members 
Mstep: Class 3 contains 15549 members 
Mstep: Class 4 contains 183261 members 
Mstep: Class 5 contains 320895 members 
Mstep: Class 6 contains 8644 members 
Mstep: Class 7 contains 180990 members 
Mstep: Class 8 contains 16464 members 
Mstep: Class 9 contains 12180 members 
Mstep: Class 10 contains 14500 members 
Mstep: Class 11 contains 7979 members 
Mstep: Class 12 contains 19198 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3220 members 
Mstep: Class 15 contains 101715 members 
Mstep: Class 16 contains 186506 members 
Mstep: Class 17 contains 16542 members 
Mstep: Class 18 contains 83470 members 
Mstep: Class 19 contains 25537 members 
Mstep: Class 20 contains 114132 members 
Mstep: Class 21 contains 44153 members 
Mstep: Class 22 contains 53022 members 
Mstep: Class 23 contains 10629 members 
Mstep: Class 24 contains 29286 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12856 members 
Mstep: Class 27 contains 11087 members 
Mstep: Class 28 contains 5668 members 
Mstep: Class 29 contains 12265 members 
Mstep: Class 30 contains 3233 members 
Mstep: Class 31 contains 6486 members 
Mstep: Class 32 contains 10949 members 
Mstep: Class 33 contains 54444 members 
Mstep: Class 34 contains 23563 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131122 members 
Mstep: Class 37 contains 230171 members 
Mstep: Class 38 contains 21478 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 882 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499584.000000 Penalty: 147473.906250
Iteration 344Q: 42 clusters Score -2.354996e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 8701 members 
Mstep: Class 3 contains 15543 members 
Mstep: Class 4 contains 183325 members 
Mstep: Class 5 contains 320885 members 
Mstep: Class 6 contains 8642 members 
Mstep: Class 7 contains 181050 members 
Mstep: Class 8 contains 16465 members 
Mstep: Class 9 contains 12182 members 
Mstep: Class 10 contains 14503 members 
Mstep: Class 11 contains 7978 members 
Mstep: Class 12 contains 19189 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3220 members 
Mstep: Class 15 contains 101712 members 
Mstep: Class 16 contains 186498 members 
Mstep: Class 17 contains 16538 members 
Mstep: Class 18 contains 83468 members 
Mstep: Class 19 contains 25538 members 
Mstep: Class 20 contains 114130 members 
Mstep: Class 21 contains 44153 members 
Mstep: Class 22 contains 53036 members 
Mstep: Class 23 contains 10630 members 
Mstep: Class 24 contains 29285 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12857 members 
Mstep: Class 27 contains 11087 members 
Mstep: Class 28 contains 5668 members 
Mstep: Class 29 contains 12266 members 
Mstep: Class 30 contains 3233 members 
Mstep: Class 31 contains 6489 members 
Mstep: Class 32 contains 10948 members 
Mstep: Class 33 contains 54446 members 
Mstep: Class 34 contains 23567 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131119 members 
Mstep: Class 37 contains 230065 members 
Mstep: Class 38 contains 21479 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 881 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499600.000000 Penalty: 147473.906250
Iteration 345Q: 42 clusters Score -2.354996e+08 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 8701 members 
Mstep: Class 3 contains 15541 members 
Mstep: Class 4 contains 183372 members 
Mstep: Class 5 contains 320883 members 
Mstep: Class 6 contains 8641 members 
Mstep: Class 7 contains 181102 members 
Mstep: Class 8 contains 16465 members 
Mstep: Class 9 contains 12185 members 
Mstep: Class 10 contains 14501 members 
Mstep: Class 11 contains 7977 members 
Mstep: Class 12 contains 19184 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3220 members 
Mstep: Class 15 contains 101710 members 
Mstep: Class 16 contains 186493 members 
Mstep: Class 17 contains 16537 members 
Mstep: Class 18 contains 83470 members 
Mstep: Class 19 contains 25539 members 
Mstep: Class 20 contains 114109 members 
Mstep: Class 21 contains 44160 members 
Mstep: Class 22 contains 53043 members 
Mstep: Class 23 contains 10633 members 
Mstep: Class 24 contains 29289 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12857 members 
Mstep: Class 27 contains 11087 members 
Mstep: Class 28 contains 5667 members 
Mstep: Class 29 contains 12264 members 
Mstep: Class 30 contains 3233 members 
Mstep: Class 31 contains 6492 members 
Mstep: Class 32 contains 10949 members 
Mstep: Class 33 contains 54451 members 
Mstep: Class 34 contains 23574 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131118 members 
Mstep: Class 37 contains 229969 members 
Mstep: Class 38 contains 21480 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 881 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499568.000000 Penalty: 147473.906250
Iteration 346Q: 42 clusters Score -2.354996e+08 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 8701 members 
Mstep: Class 3 contains 15537 members 
Mstep: Class 4 contains 183444 members 
Mstep: Class 5 contains 320873 members 
Mstep: Class 6 contains 8640 members 
Mstep: Class 7 contains 181139 members 
Mstep: Class 8 contains 16467 members 
Mstep: Class 9 contains 12189 members 
Mstep: Class 10 contains 14500 members 
Mstep: Class 11 contains 7974 members 
Mstep: Class 12 contains 19176 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3221 members 
Mstep: Class 15 contains 101712 members 
Mstep: Class 16 contains 186472 members 
Mstep: Class 17 contains 16536 members 
Mstep: Class 18 contains 83474 members 
Mstep: Class 19 contains 25539 members 
Mstep: Class 20 contains 114099 members 
Mstep: Class 21 contains 44163 members 
Mstep: Class 22 contains 53047 members 
Mstep: Class 23 contains 10634 members 
Mstep: Class 24 contains 29286 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12854 members 
Mstep: Class 27 contains 11087 members 
Mstep: Class 28 contains 5667 members 
Mstep: Class 29 contains 12265 members 
Mstep: Class 30 contains 3234 members 
Mstep: Class 31 contains 6491 members 
Mstep: Class 32 contains 10950 members 
Mstep: Class 33 contains 54450 members 
Mstep: Class 34 contains 23586 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131115 members 
Mstep: Class 37 contains 229894 members 
Mstep: Class 38 contains 21481 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 881 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499664.000000 Penalty: 147473.906250
Iteration 347Q: 42 clusters Score -2.354997e+08 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 8700 members 
Mstep: Class 3 contains 15533 members 
Mstep: Class 4 contains 183498 members 
Mstep: Class 5 contains 320867 members 
Mstep: Class 6 contains 8640 members 
Mstep: Class 7 contains 181175 members 
Mstep: Class 8 contains 16467 members 
Mstep: Class 9 contains 12191 members 
Mstep: Class 10 contains 14501 members 
Mstep: Class 11 contains 7972 members 
Mstep: Class 12 contains 19174 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3222 members 
Mstep: Class 15 contains 101712 members 
Mstep: Class 16 contains 186457 members 
Mstep: Class 17 contains 16535 members 
Mstep: Class 18 contains 83480 members 
Mstep: Class 19 contains 25541 members 
Mstep: Class 20 contains 114090 members 
Mstep: Class 21 contains 44164 members 
Mstep: Class 22 contains 53049 members 
Mstep: Class 23 contains 10636 members 
Mstep: Class 24 contains 29283 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12853 members 
Mstep: Class 27 contains 11087 members 
Mstep: Class 28 contains 5667 members 
Mstep: Class 29 contains 12263 members 
Mstep: Class 30 contains 3235 members 
Mstep: Class 31 contains 6490 members 
Mstep: Class 32 contains 10949 members 
Mstep: Class 33 contains 54450 members 
Mstep: Class 34 contains 23600 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131112 members 
Mstep: Class 37 contains 229823 members 
Mstep: Class 38 contains 21482 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 881 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499584.000000 Penalty: 147473.906250
Iteration 348Q: 42 clusters Score -2.354996e+08 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 8701 members 
Mstep: Class 3 contains 15528 members 
Mstep: Class 4 contains 183539 members 
Mstep: Class 5 contains 320854 members 
Mstep: Class 6 contains 8641 members 
Mstep: Class 7 contains 181245 members 
Mstep: Class 8 contains 16467 members 
Mstep: Class 9 contains 12193 members 
Mstep: Class 10 contains 14502 members 
Mstep: Class 11 contains 7974 members 
Mstep: Class 12 contains 19172 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3222 members 
Mstep: Class 15 contains 101711 members 
Mstep: Class 16 contains 186434 members 
Mstep: Class 17 contains 16534 members 
Mstep: Class 18 contains 83479 members 
Mstep: Class 19 contains 25540 members 
Mstep: Class 20 contains 114100 members 
Mstep: Class 21 contains 44165 members 
Mstep: Class 22 contains 53059 members 
Mstep: Class 23 contains 10635 members 
Mstep: Class 24 contains 29282 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12856 members 
Mstep: Class 27 contains 11087 members 
Mstep: Class 28 contains 5667 members 
Mstep: Class 29 contains 12262 members 
Mstep: Class 30 contains 3236 members 
Mstep: Class 31 contains 6490 members 
Mstep: Class 32 contains 10948 members 
Mstep: Class 33 contains 54452 members 
Mstep: Class 34 contains 23607 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131111 members 
Mstep: Class 37 contains 229723 members 
Mstep: Class 38 contains 21481 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 881 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499248.000000 Penalty: 147473.906250
Iteration 349Q: 42 clusters Score -2.354992e+08 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 8702 members 
Mstep: Class 3 contains 15522 members 
Mstep: Class 4 contains 183572 members 
Mstep: Class 5 contains 320838 members 
Mstep: Class 6 contains 8641 members 
Mstep: Class 7 contains 181322 members 
Mstep: Class 8 contains 16468 members 
Mstep: Class 9 contains 12195 members 
Mstep: Class 10 contains 14504 members 
Mstep: Class 11 contains 7975 members 
Mstep: Class 12 contains 19169 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3222 members 
Mstep: Class 15 contains 101713 members 
Mstep: Class 16 contains 186415 members 
Mstep: Class 17 contains 16534 members 
Mstep: Class 18 contains 83478 members 
Mstep: Class 19 contains 25546 members 
Mstep: Class 20 contains 114098 members 
Mstep: Class 21 contains 44167 members 
Mstep: Class 22 contains 53058 members 
Mstep: Class 23 contains 10635 members 
Mstep: Class 24 contains 29282 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12858 members 
Mstep: Class 27 contains 11087 members 
Mstep: Class 28 contains 5667 members 
Mstep: Class 29 contains 12261 members 
Mstep: Class 30 contains 3236 members 
Mstep: Class 31 contains 6492 members 
Mstep: Class 32 contains 10946 members 
Mstep: Class 33 contains 54453 members 
Mstep: Class 34 contains 23616 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131109 members 
Mstep: Class 37 contains 229634 members 
Mstep: Class 38 contains 21481 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 881 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499520.000000 Penalty: 147473.906250
Iteration 350Q: 42 clusters Score -2.354995e+08 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 8703 members 
Mstep: Class 3 contains 15520 members 
Mstep: Class 4 contains 183602 members 
Mstep: Class 5 contains 320836 members 
Mstep: Class 6 contains 8640 members 
Mstep: Class 7 contains 181381 members 
Mstep: Class 8 contains 16470 members 
Mstep: Class 9 contains 12197 members 
Mstep: Class 10 contains 14505 members 
Mstep: Class 11 contains 7974 members 
Mstep: Class 12 contains 19157 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3220 members 
Mstep: Class 15 contains 101713 members 
Mstep: Class 16 contains 186391 members 
Mstep: Class 17 contains 16534 members 
Mstep: Class 18 contains 83476 members 
Mstep: Class 19 contains 25550 members 
Mstep: Class 20 contains 114103 members 
Mstep: Class 21 contains 44178 members 
Mstep: Class 22 contains 53059 members 
Mstep: Class 23 contains 10635 members 
Mstep: Class 24 contains 29281 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12863 members 
Mstep: Class 27 contains 11087 members 
Mstep: Class 28 contains 5667 members 
Mstep: Class 29 contains 12261 members 
Mstep: Class 30 contains 3236 members 
Mstep: Class 31 contains 6492 members 
Mstep: Class 32 contains 10947 members 
Mstep: Class 33 contains 54452 members 
Mstep: Class 34 contains 23634 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131110 members 
Mstep: Class 37 contains 229541 members 
Mstep: Class 38 contains 21481 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 881 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499392.000000 Penalty: 147473.906250
Iteration 351Q: 42 clusters Score -2.354994e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 8702 members 
Mstep: Class 3 contains 15520 members 
Mstep: Class 4 contains 183638 members 
Mstep: Class 5 contains 320821 members 
Mstep: Class 6 contains 8640 members 
Mstep: Class 7 contains 181418 members 
Mstep: Class 8 contains 16470 members 
Mstep: Class 9 contains 12201 members 
Mstep: Class 10 contains 14512 members 
Mstep: Class 11 contains 7974 members 
Mstep: Class 12 contains 19152 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3221 members 
Mstep: Class 15 contains 101714 members 
Mstep: Class 16 contains 186370 members 
Mstep: Class 17 contains 16534 members 
Mstep: Class 18 contains 83474 members 
Mstep: Class 19 contains 25554 members 
Mstep: Class 20 contains 114101 members 
Mstep: Class 21 contains 44183 members 
Mstep: Class 22 contains 53057 members 
Mstep: Class 23 contains 10638 members 
Mstep: Class 24 contains 29282 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12868 members 
Mstep: Class 27 contains 11087 members 
Mstep: Class 28 contains 5667 members 
Mstep: Class 29 contains 12260 members 
Mstep: Class 30 contains 3237 members 
Mstep: Class 31 contains 6496 members 
Mstep: Class 32 contains 10947 members 
Mstep: Class 33 contains 54452 members 
Mstep: Class 34 contains 23647 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131108 members 
Mstep: Class 37 contains 229470 members 
Mstep: Class 38 contains 21481 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 881 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499280.000000 Penalty: 147473.906250
Iteration 352Q: 42 clusters Score -2.354993e+08 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 8703 members 
Mstep: Class 3 contains 15517 members 
Mstep: Class 4 contains 183678 members 
Mstep: Class 5 contains 320829 members 
Mstep: Class 6 contains 8641 members 
Mstep: Class 7 contains 181476 members 
Mstep: Class 8 contains 16471 members 
Mstep: Class 9 contains 12204 members 
Mstep: Class 10 contains 14513 members 
Mstep: Class 11 contains 7974 members 
Mstep: Class 12 contains 19147 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3221 members 
Mstep: Class 15 contains 101713 members 
Mstep: Class 16 contains 186352 members 
Mstep: Class 17 contains 16534 members 
Mstep: Class 18 contains 83471 members 
Mstep: Class 19 contains 25556 members 
Mstep: Class 20 contains 114098 members 
Mstep: Class 21 contains 44188 members 
Mstep: Class 22 contains 53061 members 
Mstep: Class 23 contains 10638 members 
Mstep: Class 24 contains 29282 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12872 members 
Mstep: Class 27 contains 11087 members 
Mstep: Class 28 contains 5667 members 
Mstep: Class 29 contains 12259 members 
Mstep: Class 30 contains 3236 members 
Mstep: Class 31 contains 6497 members 
Mstep: Class 32 contains 10947 members 
Mstep: Class 33 contains 54452 members 
Mstep: Class 34 contains 23659 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131103 members 
Mstep: Class 37 contains 229369 members 
Mstep: Class 38 contains 21481 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 881 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499056.000000 Penalty: 147473.906250
Iteration 353Q: 42 clusters Score -2.354991e+08 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 8705 members 
Mstep: Class 3 contains 15513 members 
Mstep: Class 4 contains 183712 members 
Mstep: Class 5 contains 320833 members 
Mstep: Class 6 contains 8642 members 
Mstep: Class 7 contains 181559 members 
Mstep: Class 8 contains 16470 members 
Mstep: Class 9 contains 12203 members 
Mstep: Class 10 contains 14514 members 
Mstep: Class 11 contains 7973 members 
Mstep: Class 12 contains 19140 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3221 members 
Mstep: Class 15 contains 101713 members 
Mstep: Class 16 contains 186336 members 
Mstep: Class 17 contains 16534 members 
Mstep: Class 18 contains 83469 members 
Mstep: Class 19 contains 25558 members 
Mstep: Class 20 contains 114100 members 
Mstep: Class 21 contains 44187 members 
Mstep: Class 22 contains 53063 members 
Mstep: Class 23 contains 10639 members 
Mstep: Class 24 contains 29276 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12873 members 
Mstep: Class 27 contains 11087 members 
Mstep: Class 28 contains 5668 members 
Mstep: Class 29 contains 12258 members 
Mstep: Class 30 contains 3237 members 
Mstep: Class 31 contains 6500 members 
Mstep: Class 32 contains 10948 members 
Mstep: Class 33 contains 54449 members 
Mstep: Class 34 contains 23667 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131102 members 
Mstep: Class 37 contains 229266 members 
Mstep: Class 38 contains 21481 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 881 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235498672.000000 Penalty: 147473.906250
Iteration 354Q: 42 clusters Score -2.354987e+08 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 8707 members 
Mstep: Class 3 contains 15510 members 
Mstep: Class 4 contains 183740 members 
Mstep: Class 5 contains 320836 members 
Mstep: Class 6 contains 8642 members 
Mstep: Class 7 contains 181665 members 
Mstep: Class 8 contains 16471 members 
Mstep: Class 9 contains 12203 members 
Mstep: Class 10 contains 14515 members 
Mstep: Class 11 contains 7971 members 
Mstep: Class 12 contains 19137 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3221 members 
Mstep: Class 15 contains 101714 members 
Mstep: Class 16 contains 186311 members 
Mstep: Class 17 contains 16528 members 
Mstep: Class 18 contains 83469 members 
Mstep: Class 19 contains 25563 members 
Mstep: Class 20 contains 114099 members 
Mstep: Class 21 contains 44189 members 
Mstep: Class 22 contains 53064 members 
Mstep: Class 23 contains 10639 members 
Mstep: Class 24 contains 29273 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12870 members 
Mstep: Class 27 contains 11087 members 
Mstep: Class 28 contains 5668 members 
Mstep: Class 29 contains 12257 members 
Mstep: Class 30 contains 3237 members 
Mstep: Class 31 contains 6500 members 
Mstep: Class 32 contains 10946 members 
Mstep: Class 33 contains 54447 members 
Mstep: Class 34 contains 23671 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131099 members 
Mstep: Class 37 contains 229165 members 
Mstep: Class 38 contains 21481 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 881 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235498800.000000 Penalty: 147473.906250
Iteration 355Q: 42 clusters Score -2.354988e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 8707 members 
Mstep: Class 3 contains 15509 members 
Mstep: Class 4 contains 183776 members 
Mstep: Class 5 contains 320841 members 
Mstep: Class 6 contains 8641 members 
Mstep: Class 7 contains 181783 members 
Mstep: Class 8 contains 16470 members 
Mstep: Class 9 contains 12203 members 
Mstep: Class 10 contains 14511 members 
Mstep: Class 11 contains 7971 members 
Mstep: Class 12 contains 19130 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3222 members 
Mstep: Class 15 contains 101713 members 
Mstep: Class 16 contains 186298 members 
Mstep: Class 17 contains 16522 members 
Mstep: Class 18 contains 83471 members 
Mstep: Class 19 contains 25565 members 
Mstep: Class 20 contains 114107 members 
Mstep: Class 21 contains 44189 members 
Mstep: Class 22 contains 53061 members 
Mstep: Class 23 contains 10638 members 
Mstep: Class 24 contains 29272 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12869 members 
Mstep: Class 27 contains 11087 members 
Mstep: Class 28 contains 5668 members 
Mstep: Class 29 contains 12256 members 
Mstep: Class 30 contains 3239 members 
Mstep: Class 31 contains 6500 members 
Mstep: Class 32 contains 10946 members 
Mstep: Class 33 contains 54448 members 
Mstep: Class 34 contains 23678 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131094 members 
Mstep: Class 37 contains 229029 members 
Mstep: Class 38 contains 21481 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 881 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499152.000000 Penalty: 147473.906250
Iteration 356Q: 42 clusters Score -2.354992e+08 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 8706 members 
Mstep: Class 3 contains 15509 members 
Mstep: Class 4 contains 183807 members 
Mstep: Class 5 contains 320845 members 
Mstep: Class 6 contains 8643 members 
Mstep: Class 7 contains 181850 members 
Mstep: Class 8 contains 16468 members 
Mstep: Class 9 contains 12203 members 
Mstep: Class 10 contains 14509 members 
Mstep: Class 11 contains 7971 members 
Mstep: Class 12 contains 19124 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3222 members 
Mstep: Class 15 contains 101713 members 
Mstep: Class 16 contains 186301 members 
Mstep: Class 17 contains 16519 members 
Mstep: Class 18 contains 83472 members 
Mstep: Class 19 contains 25564 members 
Mstep: Class 20 contains 114126 members 
Mstep: Class 21 contains 44191 members 
Mstep: Class 22 contains 53061 members 
Mstep: Class 23 contains 10638 members 
Mstep: Class 24 contains 29270 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12865 members 
Mstep: Class 27 contains 11088 members 
Mstep: Class 28 contains 5668 members 
Mstep: Class 29 contains 12256 members 
Mstep: Class 30 contains 3238 members 
Mstep: Class 31 contains 6500 members 
Mstep: Class 32 contains 10946 members 
Mstep: Class 33 contains 54448 members 
Mstep: Class 34 contains 23683 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131094 members 
Mstep: Class 37 contains 228916 members 
Mstep: Class 38 contains 21481 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 881 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499264.000000 Penalty: 147473.906250
Iteration 357Q: 42 clusters Score -2.354993e+08 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 8705 members 
Mstep: Class 3 contains 15509 members 
Mstep: Class 4 contains 183833 members 
Mstep: Class 5 contains 320848 members 
Mstep: Class 6 contains 8643 members 
Mstep: Class 7 contains 181939 members 
Mstep: Class 8 contains 16470 members 
Mstep: Class 9 contains 12203 members 
Mstep: Class 10 contains 14507 members 
Mstep: Class 11 contains 7971 members 
Mstep: Class 12 contains 19120 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3223 members 
Mstep: Class 15 contains 101709 members 
Mstep: Class 16 contains 186303 members 
Mstep: Class 17 contains 16519 members 
Mstep: Class 18 contains 83470 members 
Mstep: Class 19 contains 25565 members 
Mstep: Class 20 contains 114145 members 
Mstep: Class 21 contains 44188 members 
Mstep: Class 22 contains 53063 members 
Mstep: Class 23 contains 10638 members 
Mstep: Class 24 contains 29261 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12869 members 
Mstep: Class 27 contains 11087 members 
Mstep: Class 28 contains 5668 members 
Mstep: Class 29 contains 12257 members 
Mstep: Class 30 contains 3238 members 
Mstep: Class 31 contains 6501 members 
Mstep: Class 32 contains 10948 members 
Mstep: Class 33 contains 54451 members 
Mstep: Class 34 contains 23696 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131094 members 
Mstep: Class 37 contains 228773 members 
Mstep: Class 38 contains 21481 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 881 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499456.000000 Penalty: 147473.906250
Iteration 358Q: 42 clusters Score -2.354995e+08 nChanged 581
Entering ConstructFrom: 
Score: -235499456.000000 Penalty: 147473.906250
Entering ConstructFrom: 
Trying to split cluster 1 (6545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Entering Unmasked Estep 
Score: -798688.500000 Penalty: 2179.041260
	Iteration 0F: 2 clusters Score -798688.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -793271.312500 Penalty: 4358.082520
	Iteration 0F: 3 clusters Score -793271.3 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -794622.875000 Penalty: 4358.082520
	Iteration 1F: 3 clusters Score -794622.9 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -795030.250000 Penalty: 4358.082520
	Iteration 2F: 3 clusters Score -795030.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -795504.187500 Penalty: 4358.082520
	Iteration 3F: 3 clusters Score -795504.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -795978.437500 Penalty: 4358.082520
	Iteration 4F: 3 clusters Score -795978.4 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -796376.250000 Penalty: 4358.082520
	Iteration 5F: 3 clusters Score -796376.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -796724.875000 Penalty: 4358.082520
	Iteration 6F: 3 clusters Score -796724.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -797008.187500 Penalty: 4358.082520
	Iteration 7F: 3 clusters Score -797008.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -797193.937500 Penalty: 4358.082520
	Iteration 8Q: 3 clusters Score -797193.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -797352.500000 Penalty: 4358.082520
	Iteration 9Q: 3 clusters Score -797352.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -797495.250000 Penalty: 4358.082520
	Iteration 10Q: 3 clusters Score -797495.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -797605.937500 Penalty: 4358.082520
	Iteration 11Q: 3 clusters Score -797605.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -797696.562500 Penalty: 4358.082520
	Iteration 12Q: 3 clusters Score -797696.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -797762.375000 Penalty: 4358.082520
	Iteration 13Q: 3 clusters Score -797762.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -797798.187500 Penalty: 4358.082520
	Iteration 14Q: 3 clusters Score -797798.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -797841.437500 Penalty: 4358.082520
	Iteration 15Q: 3 clusters Score -797841.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -797886.187500 Penalty: 4358.082520
	Iteration 16Q: 3 clusters Score -797886.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -797922.812500 Penalty: 4358.082520
	Iteration 17Q: 3 clusters Score -797922.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -797940.875000 Penalty: 4358.082520
	Iteration 18Q: 3 clusters Score -797940.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -797958.062500 Penalty: 4358.082520
	Iteration 19Q: 3 clusters Score -797958.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -797971.562500 Penalty: 4358.082520
	Iteration 20F: 3 clusters Score -797971.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -797983.187500 Penalty: 4358.082520
	Iteration 21Q: 3 clusters Score -797983.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -797995.750000 Penalty: 4358.082520
	Iteration 22Q: 3 clusters Score -797995.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -798003.937500 Penalty: 4358.082520
	Iteration 23Q: 3 clusters Score -798003.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -798010.562500 Penalty: 4358.082520
	Iteration 24Q: 3 clusters Score -798010.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -798018.937500 Penalty: 4358.082520
	Iteration 25Q: 3 clusters Score -798018.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -798026.687500 Penalty: 4358.082520
	Iteration 26Q: 3 clusters Score -798026.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -798030.812500 Penalty: 4358.082520
	Iteration 27Q: 3 clusters Score -798030.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -798035.812500 Penalty: 4358.082520
	Iteration 28Q: 3 clusters Score -798035.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -798040.875000 Penalty: 4358.082520
	Iteration 29Q: 3 clusters Score -798040.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -798048.000000 Penalty: 4358.082520
	Iteration 30Q: 3 clusters Score -798048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -798055.000000 Penalty: 4358.082520
	Iteration 31Q: 3 clusters Score -798055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -798056.937500 Penalty: 4358.082520
	Iteration 32Q: 3 clusters Score -798056.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -798058.437500 Penalty: 4358.082520
	Iteration 33Q: 3 clusters Score -798058.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -798058.812500 Penalty: 4358.082520
	Iteration 34Q: 3 clusters Score -798058.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -798058.687500 Penalty: 4358.082520
	Iteration 35Q: 3 clusters Score -798058.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -798058.687500 Penalty: 4358.082520
	Iteration 36F: 3 clusters Score -798058.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Entering Unmasked Estep 
Score: -989127.750000 Penalty: 2249.741455
	Iteration 0F: 2 clusters Score -989127.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -982359.437500 Penalty: 4499.482910
	Iteration 0F: 3 clusters Score -982359.4 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -984285.187500 Penalty: 4499.482910
	Iteration 1F: 3 clusters Score -984285.2 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -984673.125000 Penalty: 4499.482910
	Iteration 2F: 3 clusters Score -984673.1 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -985022.125000 Penalty: 4499.482910
	Iteration 3F: 3 clusters Score -985022.1 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -985392.312500 Penalty: 4499.482910
	Iteration 4F: 3 clusters Score -985392.3 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -985770.875000 Penalty: 4499.482910
	Iteration 5F: 3 clusters Score -985770.9 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -986161.375000 Penalty: 4499.482910
	Iteration 6F: 3 clusters Score -986161.4 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -986528.375000 Penalty: 4499.482910
	Iteration 7F: 3 clusters Score -986528.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -986842.937500 Penalty: 4499.482910
	Iteration 8Q: 3 clusters Score -986842.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -987122.687500 Penalty: 4499.482910
	Iteration 9Q: 3 clusters Score -987122.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -987374.125000 Penalty: 4499.482910
	Iteration 10Q: 3 clusters Score -987374.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -987534.750000 Penalty: 4499.482910
	Iteration 11Q: 3 clusters Score -987534.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -987640.500000 Penalty: 4499.482910
	Iteration 12Q: 3 clusters Score -987640.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -987711.437500 Penalty: 4499.482910
	Iteration 13Q: 3 clusters Score -987711.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -987780.187500 Penalty: 4499.482910
	Iteration 14Q: 3 clusters Score -987780.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -987844.625000 Penalty: 4499.482910
	Iteration 15Q: 3 clusters Score -987844.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -987936.000000 Penalty: 4499.482910
	Iteration 16Q: 3 clusters Score -987936 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -988046.750000 Penalty: 4499.482910
	Iteration 17Q: 3 clusters Score -988046.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -988206.062500 Penalty: 4499.482910
	Iteration 18Q: 3 clusters Score -988206.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -988347.250000 Penalty: 4499.482910
	Iteration 19Q: 3 clusters Score -988347.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -988453.687500 Penalty: 4499.482910
	Iteration 20F: 3 clusters Score -988453.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -988507.750000 Penalty: 4499.482910
	Iteration 21Q: 3 clusters Score -988507.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -988538.437500 Penalty: 4499.482910
	Iteration 22Q: 3 clusters Score -988538.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -988552.875000 Penalty: 4499.482910
	Iteration 23Q: 3 clusters Score -988552.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -988566.437500 Penalty: 4499.482910
	Iteration 24Q: 3 clusters Score -988566.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -988577.875000 Penalty: 4499.482910
	Iteration 25Q: 3 clusters Score -988577.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -988584.937500 Penalty: 4499.482910
	Iteration 26Q: 3 clusters Score -988584.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -988590.312500 Penalty: 4499.482910
	Iteration 27Q: 3 clusters Score -988590.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -988595.062500 Penalty: 4499.482910
	Iteration 28Q: 3 clusters Score -988595.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -988598.562500 Penalty: 4499.482910
	Iteration 29Q: 3 clusters Score -988598.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -988605.125000 Penalty: 4499.482910
	Iteration 30Q: 3 clusters Score -988605.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -988608.000000 Penalty: 4499.482910
	Iteration 31Q: 3 clusters Score -988608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -988613.687500 Penalty: 4499.482910
	Iteration 32Q: 3 clusters Score -988613.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -988618.625000 Penalty: 4499.482910
	Iteration 33Q: 3 clusters Score -988618.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -988621.312500 Penalty: 4499.482910
	Iteration 34Q: 3 clusters Score -988621.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -988619.437500 Penalty: 4499.482910
	Iteration 35Q: 3 clusters Score -988619.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -988623.562500 Penalty: 4499.482910
	Iteration 36Q: 3 clusters Score -988623.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -988624.062500 Penalty: 4499.482910
	Iteration 37Q: 3 clusters Score -988624.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -988626.062500 Penalty: 4499.482910
	Iteration 38Q: 3 clusters Score -988626.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -988627.937500 Penalty: 4499.482910
	Iteration 39Q: 3 clusters Score -988627.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -988627.187500 Penalty: 4499.482910
	Iteration 40F: 3 clusters Score -988627.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -988626.000000 Penalty: 4499.482910
	Iteration 41Q: 3 clusters Score -988626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -988626.000000 Penalty: 4499.482910
	Iteration 42F: 3 clusters Score -988626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Entering Unmasked Estep 
Score: -1851965.250000 Penalty: 2392.947510
	Iteration 0F: 2 clusters Score -1851965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1840957.000000 Penalty: 4785.895020
	Iteration 0F: 3 clusters Score -1840957 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1844548.750000 Penalty: 4785.895020
	Iteration 1F: 3 clusters Score -1844549 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1845137.000000 Penalty: 4785.895020
	Iteration 2F: 3 clusters Score -1845137 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1845697.750000 Penalty: 4785.895020
	Iteration 3F: 3 clusters Score -1845698 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1846237.750000 Penalty: 4785.895020
	Iteration 4F: 3 clusters Score -1846238 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1846732.625000 Penalty: 4785.895020
	Iteration 5F: 3 clusters Score -1846733 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1847161.875000 Penalty: 4785.895020
	Iteration 6F: 3 clusters Score -1847162 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1847512.625000 Penalty: 4785.895020
	Iteration 7Q: 3 clusters Score -1847513 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1847780.125000 Penalty: 4785.895020
	Iteration 8Q: 3 clusters Score -1847780 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1847984.875000 Penalty: 4785.895020
	Iteration 9Q: 3 clusters Score -1847985 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1848117.000000 Penalty: 4785.895020
	Iteration 10Q: 3 clusters Score -1848117 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1848230.750000 Penalty: 4785.895020
	Iteration 11Q: 3 clusters Score -1848231 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1848308.750000 Penalty: 4785.895020
	Iteration 12Q: 3 clusters Score -1848309 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1848395.250000 Penalty: 4785.895020
	Iteration 13Q: 3 clusters Score -1848395 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1848482.625000 Penalty: 4785.895020
	Iteration 14Q: 3 clusters Score -1848483 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1848561.500000 Penalty: 4785.895020
	Iteration 15Q: 3 clusters Score -1848562 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1848646.125000 Penalty: 4785.895020
	Iteration 16Q: 3 clusters Score -1848646 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1848744.375000 Penalty: 4785.895020
	Iteration 17Q: 3 clusters Score -1848744 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1848848.875000 Penalty: 4785.895020
	Iteration 18Q: 3 clusters Score -1848849 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1848980.750000 Penalty: 4785.895020
	Iteration 19Q: 3 clusters Score -1848981 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1849113.125000 Penalty: 4785.895020
	Iteration 20F: 3 clusters Score -1849113 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1849281.375000 Penalty: 4785.895020
	Iteration 21Q: 3 clusters Score -1849281 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1849447.250000 Penalty: 4785.895020
	Iteration 22Q: 3 clusters Score -1849447 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1849591.125000 Penalty: 4785.895020
	Iteration 23Q: 3 clusters Score -1849591 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1849738.250000 Penalty: 4785.895020
	Iteration 24Q: 3 clusters Score -1849738 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1849865.625000 Penalty: 4785.895020
	Iteration 25Q: 3 clusters Score -1849866 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1849991.125000 Penalty: 4785.895020
	Iteration 26Q: 3 clusters Score -1849991 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1850094.375000 Penalty: 4785.895020
	Iteration 27Q: 3 clusters Score -1850094 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1850177.625000 Penalty: 4785.895020
	Iteration 28Q: 3 clusters Score -1850178 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1850238.000000 Penalty: 4785.895020
	Iteration 29Q: 3 clusters Score -1850238 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1850293.375000 Penalty: 4785.895020
	Iteration 30Q: 3 clusters Score -1850293 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1850324.250000 Penalty: 4785.895020
	Iteration 31Q: 3 clusters Score -1850324 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1850346.250000 Penalty: 4785.895020
	Iteration 32Q: 3 clusters Score -1850346 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1850361.500000 Penalty: 4785.895020
	Iteration 33Q: 3 clusters Score -1850362 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1850380.000000 Penalty: 4785.895020
	Iteration 34Q: 3 clusters Score -1850380 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1850394.125000 Penalty: 4785.895020
	Iteration 35Q: 3 clusters Score -1850394 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1850407.500000 Penalty: 4785.895020
	Iteration 36Q: 3 clusters Score -1850408 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1850414.125000 Penalty: 4785.895020
	Iteration 37Q: 3 clusters Score -1850414 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1850421.125000 Penalty: 4785.895020
	Iteration 38Q: 3 clusters Score -1850421 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1850421.125000 Penalty: 4785.895020
	Iteration 39Q: 3 clusters Score -1850421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1850429.125000 Penalty: 4785.895020
	Iteration 40F: 3 clusters Score -1850429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1850430.250000 Penalty: 4785.895020
	Iteration 41Q: 3 clusters Score -1850430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1850434.250000 Penalty: 4785.895020
	Iteration 42Q: 3 clusters Score -1850434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1850434.750000 Penalty: 4785.895020
	Iteration 43Q: 3 clusters Score -1850435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1850441.125000 Penalty: 4785.895020
	Iteration 44Q: 3 clusters Score -1850441 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1850447.625000 Penalty: 4785.895020
	Iteration 45Q: 3 clusters Score -1850448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1850447.875000 Penalty: 4785.895020
	Iteration 46Q: 3 clusters Score -1850448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1850450.625000 Penalty: 4785.895020
	Iteration 47Q: 3 clusters Score -1850451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1850451.625000 Penalty: 4785.895020
	Iteration 48Q: 3 clusters Score -1850452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1850454.875000 Penalty: 4785.895020
	Iteration 49Q: 3 clusters Score -1850455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1850454.500000 Penalty: 4785.895020
	Iteration 50Q: 3 clusters Score -1850454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1850456.250000 Penalty: 4785.895020
	Iteration 51Q: 3 clusters Score -1850456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1850453.750000 Penalty: 4785.895020
	Iteration 52Q: 3 clusters Score -1850454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1850453.750000 Penalty: 4785.895020
	Iteration 53F: 3 clusters Score -1850454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (183853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183853 members 
Entering Unmasked Estep 
Score: -22454068.000000 Penalty: 3006.229248
	Iteration 0F: 2 clusters Score -2.245407e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91914 members 
Mstep: Class 2 contains 91939 members 
Entering Unmasked Estep 
Score: -22332676.000000 Penalty: 6012.458496
	Iteration 0F: 3 clusters Score -2.233268e+07 nChanged 88158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91400 members 
Mstep: Class 2 contains 92453 members 
Entering Unmasked Estep 
Score: -22383400.000000 Penalty: 6012.458496
	Iteration 1F: 3 clusters Score -2.23834e+07 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91074 members 
Mstep: Class 2 contains 92779 members 
Entering Unmasked Estep 
Score: -22384388.000000 Penalty: 6012.458496
	Iteration 2Q: 3 clusters Score -2.238439e+07 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90379 members 
Mstep: Class 2 contains 93474 members 
Entering Unmasked Estep 
Score: -22385284.000000 Penalty: 6012.458496
	Iteration 3Q: 3 clusters Score -2.238528e+07 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89088 members 
Mstep: Class 2 contains 94765 members 
Entering Unmasked Estep 
Score: -22386544.000000 Penalty: 6012.458496
	Iteration 4Q: 3 clusters Score -2.238654e+07 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87021 members 
Mstep: Class 2 contains 96832 members 
Entering Unmasked Estep 
Score: -22388368.000000 Penalty: 6012.458496
	Iteration 5Q: 3 clusters Score -2.238837e+07 nChanged 6991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83848 members 
Mstep: Class 2 contains 100005 members 
Entering Unmasked Estep 
Score: -22390672.000000 Penalty: 6012.458496
	Iteration 6Q: 3 clusters Score -2.239067e+07 nChanged 7987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79247 members 
Mstep: Class 2 contains 104606 members 
Entering Unmasked Estep 
Score: -22393946.000000 Penalty: 6012.458496
	Iteration 7Q: 3 clusters Score -2.239395e+07 nChanged 9316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73023 members 
Mstep: Class 2 contains 110830 members 
Entering Unmasked Estep 
Score: -22398076.000000 Penalty: 6012.458496
	Iteration 8F: 3 clusters Score -2.239808e+07 nChanged 10240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65097 members 
Mstep: Class 2 contains 118756 members 
Entering Unmasked Estep 
Score: -22403286.000000 Penalty: 6012.458496
	Iteration 9F: 3 clusters Score -2.240329e+07 nChanged 11029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55530 members 
Mstep: Class 2 contains 128323 members 
Entering Unmasked Estep 
Score: -22409832.000000 Penalty: 6012.458496
	Iteration 10F: 3 clusters Score -2.240983e+07 nChanged 11530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44614 members 
Mstep: Class 2 contains 139239 members 
Entering Unmasked Estep 
Score: -22417308.000000 Penalty: 6012.458496
	Iteration 11F: 3 clusters Score -2.241731e+07 nChanged 11668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33120 members 
Mstep: Class 2 contains 150733 members 
Entering Unmasked Estep 
Score: -22425438.000000 Penalty: 6012.458496
	Iteration 12F: 3 clusters Score -2.242544e+07 nChanged 11253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 161958 members 
Entering Unmasked Estep 
Score: -22434418.000000 Penalty: 6012.458496
	Iteration 13F: 3 clusters Score -2.243442e+07 nChanged 9113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 171069 members 
Entering Unmasked Estep 
Score: -22441944.000000 Penalty: 6012.458496
	Iteration 14Q: 3 clusters Score -2.244194e+07 nChanged 6175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 177244 members 
Entering Unmasked Estep 
Score: -22446680.000000 Penalty: 6012.458496
	Iteration 15Q: 3 clusters Score -2.244668e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 180725 members 
Entering Unmasked Estep 
Score: -22449314.000000 Penalty: 6012.458496
	Iteration 16Q: 3 clusters Score -2.244931e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 182323 members 
Entering Unmasked Estep 
Score: -22450522.000000 Penalty: 6012.458496
	Iteration 17Q: 3 clusters Score -2.245052e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 182992 members 
Entering Unmasked Estep 
Score: -22450956.000000 Penalty: 6012.458496
	Iteration 18Q: 3 clusters Score -2.245096e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 183239 members 
Entering Unmasked Estep 
Score: -22451146.000000 Penalty: 6012.458496
	Iteration 19Q: 3 clusters Score -2.245115e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 183345 members 
Entering Unmasked Estep 
Score: -22451250.000000 Penalty: 6012.458496
	Iteration 20F: 3 clusters Score -2.245125e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 183407 members 
Entering Unmasked Estep 
Score: -22451326.000000 Penalty: 6012.458496
	Iteration 21Q: 3 clusters Score -2.245133e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 183419 members 
Entering Unmasked Estep 
Score: -22451352.000000 Penalty: 6012.458496
	Iteration 22Q: 3 clusters Score -2.245135e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 183437 members 
Entering Unmasked Estep 
Score: -22451358.000000 Penalty: 6012.458496
	Iteration 23Q: 3 clusters Score -2.245136e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 183453 members 
Entering Unmasked Estep 
Score: -22451374.000000 Penalty: 6012.458496
	Iteration 24Q: 3 clusters Score -2.245137e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 183462 members 
Entering Unmasked Estep 
Score: -22451400.000000 Penalty: 6012.458496
	Iteration 25Q: 3 clusters Score -2.24514e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 183475 members 
Entering Unmasked Estep 
Score: -22451430.000000 Penalty: 6012.458496
	Iteration 26Q: 3 clusters Score -2.245143e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 183482 members 
Entering Unmasked Estep 
Score: -22451436.000000 Penalty: 6012.458496
	Iteration 27Q: 3 clusters Score -2.245144e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 183484 members 
Entering Unmasked Estep 
Score: -22451442.000000 Penalty: 6012.458496
	Iteration 28Q: 3 clusters Score -2.245144e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 183487 members 
Entering Unmasked Estep 
Score: -22451446.000000 Penalty: 6012.458496
	Iteration 29Q: 3 clusters Score -2.245145e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 183490 members 
Entering Unmasked Estep 
Score: -22451466.000000 Penalty: 6012.458496
	Iteration 30Q: 3 clusters Score -2.245147e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 183490 members 
Entering Unmasked Estep 
Score: -22451462.000000 Penalty: 6012.458496
	Iteration 31Q: 3 clusters Score -2.245146e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 183491 members 
Entering Unmasked Estep 
Score: -22451468.000000 Penalty: 6012.458496
	Iteration 32Q: 3 clusters Score -2.245147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 183494 members 
Entering Unmasked Estep 
Score: -22451470.000000 Penalty: 6012.458496
	Iteration 33Q: 3 clusters Score -2.245147e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 183494 members 
Entering Unmasked Estep 
Score: -22451484.000000 Penalty: 6012.458496
	Iteration 34Q: 3 clusters Score -2.245148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 183494 members 
Entering Unmasked Estep 
Score: -22451482.000000 Penalty: 6012.458496
	Iteration 35Q: 3 clusters Score -2.245148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 183495 members 
Entering Unmasked Estep 
Score: -22451492.000000 Penalty: 6012.458496
	Iteration 36Q: 3 clusters Score -2.245149e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 183496 members 
Entering Unmasked Estep 
Score: -22451494.000000 Penalty: 6012.458496
	Iteration 37Q: 3 clusters Score -2.245149e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 183498 members 
Entering Unmasked Estep 
Score: -22451494.000000 Penalty: 6012.458496
	Iteration 38Q: 3 clusters Score -2.245149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 183498 members 
Entering Unmasked Estep 
Score: -22451490.000000 Penalty: 6012.458496
	Iteration 39Q: 3 clusters Score -2.245149e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 183499 members 
Entering Unmasked Estep 
Score: -22451504.000000 Penalty: 6012.458496
	Iteration 40F: 3 clusters Score -2.24515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 183499 members 
Entering Unmasked Estep 
Score: -22451506.000000 Penalty: 6012.458496
	Iteration 41Q: 3 clusters Score -2.245151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 183498 members 
Entering Unmasked Estep 
Score: -22451506.000000 Penalty: 6012.458496
	Iteration 42Q: 3 clusters Score -2.245151e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 183498 members 
Entering Unmasked Estep 
Score: -22451506.000000 Penalty: 6012.458496
	Iteration 43F: 3 clusters Score -2.245151e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (320846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320846 members 
Entering Unmasked Estep 
Score: -39037380.000000 Penalty: 3144.321777
	Iteration 0F: 2 clusters Score -3.903738e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160748 members 
Mstep: Class 2 contains 160098 members 
Entering Unmasked Estep 
Score: -38852992.000000 Penalty: 6288.643555
	Iteration 0F: 3 clusters Score -3.885299e+07 nChanged 155884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171834 members 
Mstep: Class 2 contains 149012 members 
Entering Unmasked Estep 
Score: -38947744.000000 Penalty: 6288.643555
	Iteration 1F: 3 clusters Score -3.894774e+07 nChanged 11734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179526 members 
Mstep: Class 2 contains 141320 members 
Entering Unmasked Estep 
Score: -38950576.000000 Penalty: 6288.643555
	Iteration 2Q: 3 clusters Score -3.895058e+07 nChanged 15310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191094 members 
Mstep: Class 2 contains 129752 members 
Entering Unmasked Estep 
Score: -38955676.000000 Penalty: 6288.643555
	Iteration 3Q: 3 clusters Score -3.895568e+07 nChanged 19603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207091 members 
Mstep: Class 2 contains 113755 members 
Entering Unmasked Estep 
Score: -38963008.000000 Penalty: 6288.643555
	Iteration 4F: 3 clusters Score -3.896301e+07 nChanged 22865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226432 members 
Mstep: Class 2 contains 94414 members 
Entering Unmasked Estep 
Score: -38972176.000000 Penalty: 6288.643555
	Iteration 5F: 3 clusters Score -3.897218e+07 nChanged 22926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246506 members 
Mstep: Class 2 contains 74340 members 
Entering Unmasked Estep 
Score: -38983120.000000 Penalty: 6288.643555
	Iteration 6F: 3 clusters Score -3.898312e+07 nChanged 20454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265298 members 
Mstep: Class 2 contains 55548 members 
Entering Unmasked Estep 
Score: -38993712.000000 Penalty: 6288.643555
	Iteration 7F: 3 clusters Score -3.899371e+07 nChanged 17098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281660 members 
Mstep: Class 2 contains 39186 members 
Entering Unmasked Estep 
Score: -39004868.000000 Penalty: 6288.643555
	Iteration 8F: 3 clusters Score -3.900487e+07 nChanged 13727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295193 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -39014308.000000 Penalty: 6288.643555
	Iteration 9Q: 3 clusters Score -3.901431e+07 nChanged 10102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305269 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -39022188.000000 Penalty: 6288.643555
	Iteration 10Q: 3 clusters Score -3.902219e+07 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312020 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -39027792.000000 Penalty: 6288.643555
	Iteration 11Q: 3 clusters Score -3.902779e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315953 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -39031104.000000 Penalty: 6288.643555
	Iteration 12Q: 3 clusters Score -3.90311e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317967 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -39032648.000000 Penalty: 6288.643555
	Iteration 13Q: 3 clusters Score -3.903265e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319025 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -39033420.000000 Penalty: 6288.643555
	Iteration 14Q: 3 clusters Score -3.903342e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319527 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -39033892.000000 Penalty: 6288.643555
	Iteration 15Q: 3 clusters Score -3.903389e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319772 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -39034128.000000 Penalty: 6288.643555
	Iteration 16Q: 3 clusters Score -3.903413e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319907 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -39034260.000000 Penalty: 6288.643555
	Iteration 17Q: 3 clusters Score -3.903426e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319978 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -39034336.000000 Penalty: 6288.643555
	Iteration 18Q: 3 clusters Score -3.903434e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320015 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -39034392.000000 Penalty: 6288.643555
	Iteration 19Q: 3 clusters Score -3.903439e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320043 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -39034436.000000 Penalty: 6288.643555
	Iteration 20F: 3 clusters Score -3.903444e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320067 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -39034484.000000 Penalty: 6288.643555
	Iteration 21Q: 3 clusters Score -3.903448e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320095 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -39034508.000000 Penalty: 6288.643555
	Iteration 22Q: 3 clusters Score -3.903451e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320116 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -39034564.000000 Penalty: 6288.643555
	Iteration 23Q: 3 clusters Score -3.903456e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320129 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -39034604.000000 Penalty: 6288.643555
	Iteration 24Q: 3 clusters Score -3.90346e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320142 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -39034608.000000 Penalty: 6288.643555
	Iteration 25Q: 3 clusters Score -3.903461e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320147 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -39034632.000000 Penalty: 6288.643555
	Iteration 26Q: 3 clusters Score -3.903463e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320150 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -39034660.000000 Penalty: 6288.643555
	Iteration 27Q: 3 clusters Score -3.903466e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320149 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -39034648.000000 Penalty: 6288.643555
	Iteration 28Q: 3 clusters Score -3.903465e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320151 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -39034652.000000 Penalty: 6288.643555
	Iteration 29Q: 3 clusters Score -3.903465e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320152 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -39034672.000000 Penalty: 6288.643555
	Iteration 30Q: 3 clusters Score -3.903467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320154 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -39034672.000000 Penalty: 6288.643555
	Iteration 31Q: 3 clusters Score -3.903467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320154 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -39034676.000000 Penalty: 6288.643555
	Iteration 32Q: 3 clusters Score -3.903468e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320153 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -39034688.000000 Penalty: 6288.643555
	Iteration 33Q: 3 clusters Score -3.903469e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320153 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -39034688.000000 Penalty: 6288.643555
	Iteration 34F: 3 clusters Score -3.903469e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Entering Unmasked Estep 
Score: -1033283.437500 Penalty: 2248.083252
	Iteration 0F: 2 clusters Score -1033283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1026492.625000 Penalty: 4496.166504
	Iteration 0F: 3 clusters Score -1026493 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1028709.875000 Penalty: 4496.166504
	Iteration 1F: 3 clusters Score -1028710 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1029778.375000 Penalty: 4496.166504
	Iteration 2F: 3 clusters Score -1029778 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1031193.000000 Penalty: 4496.166504
	Iteration 3F: 3 clusters Score -1031193 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1032261.187500 Penalty: 4496.166504
	Iteration 4F: 3 clusters Score -1032261 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1032706.750000 Penalty: 4496.166504
	Iteration 5F: 3 clusters Score -1032707 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1032843.625000 Penalty: 4496.166504
	Iteration 6Q: 3 clusters Score -1032844 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1032890.750000 Penalty: 4496.166504
	Iteration 7Q: 3 clusters Score -1032891 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1032910.312500 Penalty: 4496.166504
	Iteration 8Q: 3 clusters Score -1032910 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1032918.375000 Penalty: 4496.166504
	Iteration 9Q: 3 clusters Score -1032918 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1032921.937500 Penalty: 4496.166504
	Iteration 10Q: 3 clusters Score -1032922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1032926.625000 Penalty: 4496.166504
	Iteration 11Q: 3 clusters Score -1032927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1032929.812500 Penalty: 4496.166504
	Iteration 12Q: 3 clusters Score -1032930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1032933.875000 Penalty: 4496.166504
	Iteration 13Q: 3 clusters Score -1032934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1032935.562500 Penalty: 4496.166504
	Iteration 14Q: 3 clusters Score -1032936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1032937.250000 Penalty: 4496.166504
	Iteration 15Q: 3 clusters Score -1032937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1032936.437500 Penalty: 4496.166504
	Iteration 16Q: 3 clusters Score -1032936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1032937.250000 Penalty: 4496.166504
	Iteration 17Q: 3 clusters Score -1032937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1032936.687500 Penalty: 4496.166504
	Iteration 18Q: 3 clusters Score -1032937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1032936.687500 Penalty: 4496.166504
	Iteration 19F: 3 clusters Score -1032937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (182020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182020 members 
Entering Unmasked Estep 
Score: -22454836.000000 Penalty: 3003.744141
	Iteration 0F: 2 clusters Score -2.245484e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90850 members 
Mstep: Class 2 contains 91170 members 
Entering Unmasked Estep 
Score: -22333476.000000 Penalty: 6007.488281
	Iteration 0F: 3 clusters Score -2.233348e+07 nChanged 87416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89726 members 
Mstep: Class 2 contains 92294 members 
Entering Unmasked Estep 
Score: -22384902.000000 Penalty: 6007.488281
	Iteration 1F: 3 clusters Score -2.23849e+07 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88919 members 
Mstep: Class 2 contains 93101 members 
Entering Unmasked Estep 
Score: -22385890.000000 Penalty: 6007.488281
	Iteration 2Q: 3 clusters Score -2.238589e+07 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87774 members 
Mstep: Class 2 contains 94246 members 
Entering Unmasked Estep 
Score: -22387048.000000 Penalty: 6007.488281
	Iteration 3Q: 3 clusters Score -2.238705e+07 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86082 members 
Mstep: Class 2 contains 95938 members 
Entering Unmasked Estep 
Score: -22388820.000000 Penalty: 6007.488281
	Iteration 4Q: 3 clusters Score -2.238882e+07 nChanged 6733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83585 members 
Mstep: Class 2 contains 98435 members 
Entering Unmasked Estep 
Score: -22391076.000000 Penalty: 6007.488281
	Iteration 5Q: 3 clusters Score -2.239108e+07 nChanged 7834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79869 members 
Mstep: Class 2 contains 102151 members 
Entering Unmasked Estep 
Score: -22394406.000000 Penalty: 6007.488281
	Iteration 6Q: 3 clusters Score -2.239441e+07 nChanged 8893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74624 members 
Mstep: Class 2 contains 107396 members 
Entering Unmasked Estep 
Score: -22399016.000000 Penalty: 6007.488281
	Iteration 7Q: 3 clusters Score -2.239902e+07 nChanged 10075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67515 members 
Mstep: Class 2 contains 114505 members 
Entering Unmasked Estep 
Score: -22405140.000000 Penalty: 6007.488281
	Iteration 8F: 3 clusters Score -2.240514e+07 nChanged 10880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58891 members 
Mstep: Class 2 contains 123129 members 
Entering Unmasked Estep 
Score: -22412674.000000 Penalty: 6007.488281
	Iteration 9F: 3 clusters Score -2.241267e+07 nChanged 10989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49598 members 
Mstep: Class 2 contains 132422 members 
Entering Unmasked Estep 
Score: -22420624.000000 Penalty: 6007.488281
	Iteration 10F: 3 clusters Score -2.242062e+07 nChanged 9925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40871 members 
Mstep: Class 2 contains 141149 members 
Entering Unmasked Estep 
Score: -22428136.000000 Penalty: 6007.488281
	Iteration 11F: 3 clusters Score -2.242814e+07 nChanged 8211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33620 members 
Mstep: Class 2 contains 148400 members 
Entering Unmasked Estep 
Score: -22434204.000000 Penalty: 6007.488281
	Iteration 12Q: 3 clusters Score -2.24342e+07 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 154172 members 
Entering Unmasked Estep 
Score: -22438706.000000 Penalty: 6007.488281
	Iteration 13Q: 3 clusters Score -2.243871e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 158774 members 
Entering Unmasked Estep 
Score: -22441934.000000 Penalty: 6007.488281
	Iteration 14Q: 3 clusters Score -2.244193e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 162450 members 
Entering Unmasked Estep 
Score: -22444278.000000 Penalty: 6007.488281
	Iteration 15Q: 3 clusters Score -2.244428e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 165475 members 
Entering Unmasked Estep 
Score: -22445996.000000 Penalty: 6007.488281
	Iteration 16Q: 3 clusters Score -2.2446e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 168096 members 
Entering Unmasked Estep 
Score: -22447556.000000 Penalty: 6007.488281
	Iteration 17Q: 3 clusters Score -2.244756e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 170387 members 
Entering Unmasked Estep 
Score: -22448622.000000 Penalty: 6007.488281
	Iteration 18Q: 3 clusters Score -2.244862e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 172286 members 
Entering Unmasked Estep 
Score: -22449616.000000 Penalty: 6007.488281
	Iteration 19Q: 3 clusters Score -2.244962e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 173841 members 
Entering Unmasked Estep 
Score: -22450358.000000 Penalty: 6007.488281
	Iteration 20F: 3 clusters Score -2.245036e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 175089 members 
Entering Unmasked Estep 
Score: -22450932.000000 Penalty: 6007.488281
	Iteration 21Q: 3 clusters Score -2.245093e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 176085 members 
Entering Unmasked Estep 
Score: -22451354.000000 Penalty: 6007.488281
	Iteration 22Q: 3 clusters Score -2.245135e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 176858 members 
Entering Unmasked Estep 
Score: -22451632.000000 Penalty: 6007.488281
	Iteration 23Q: 3 clusters Score -2.245163e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 177478 members 
Entering Unmasked Estep 
Score: -22451766.000000 Penalty: 6007.488281
	Iteration 24Q: 3 clusters Score -2.245177e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 177967 members 
Entering Unmasked Estep 
Score: -22451938.000000 Penalty: 6007.488281
	Iteration 25Q: 3 clusters Score -2.245194e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 178381 members 
Entering Unmasked Estep 
Score: -22452120.000000 Penalty: 6007.488281
	Iteration 26Q: 3 clusters Score -2.245212e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 178699 members 
Entering Unmasked Estep 
Score: -22452132.000000 Penalty: 6007.488281
	Iteration 27Q: 3 clusters Score -2.245213e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 178971 members 
Entering Unmasked Estep 
Score: -22452216.000000 Penalty: 6007.488281
	Iteration 28Q: 3 clusters Score -2.245222e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 179190 members 
Entering Unmasked Estep 
Score: -22452288.000000 Penalty: 6007.488281
	Iteration 29Q: 3 clusters Score -2.245229e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 179381 members 
Entering Unmasked Estep 
Score: -22452312.000000 Penalty: 6007.488281
	Iteration 30Q: 3 clusters Score -2.245231e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 179551 members 
Entering Unmasked Estep 
Score: -22452362.000000 Penalty: 6007.488281
	Iteration 31Q: 3 clusters Score -2.245236e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 179685 members 
Entering Unmasked Estep 
Score: -22452412.000000 Penalty: 6007.488281
	Iteration 32Q: 3 clusters Score -2.245241e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 179794 members 
Entering Unmasked Estep 
Score: -22452412.000000 Penalty: 6007.488281
	Iteration 33Q: 3 clusters Score -2.245241e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 179885 members 
Entering Unmasked Estep 
Score: -22452492.000000 Penalty: 6007.488281
	Iteration 34Q: 3 clusters Score -2.245249e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 179961 members 
Entering Unmasked Estep 
Score: -22452502.000000 Penalty: 6007.488281
	Iteration 35Q: 3 clusters Score -2.24525e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 180027 members 
Entering Unmasked Estep 
Score: -22452486.000000 Penalty: 6007.488281
	Iteration 36Q: 3 clusters Score -2.245249e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 180094 members 
Entering Unmasked Estep 
Score: -22452506.000000 Penalty: 6007.488281
	Iteration 37Q: 3 clusters Score -2.245251e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 180165 members 
Entering Unmasked Estep 
Score: -22452530.000000 Penalty: 6007.488281
	Iteration 38Q: 3 clusters Score -2.245253e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 180216 members 
Entering Unmasked Estep 
Score: -22452518.000000 Penalty: 6007.488281
	Iteration 39Q: 3 clusters Score -2.245252e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 180260 members 
Entering Unmasked Estep 
Score: -22452524.000000 Penalty: 6007.488281
	Iteration 40F: 3 clusters Score -2.245252e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 180301 members 
Entering Unmasked Estep 
Score: -22452534.000000 Penalty: 6007.488281
	Iteration 41Q: 3 clusters Score -2.245253e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 180340 members 
Entering Unmasked Estep 
Score: -22452536.000000 Penalty: 6007.488281
	Iteration 42Q: 3 clusters Score -2.245254e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 180368 members 
Entering Unmasked Estep 
Score: -22452554.000000 Penalty: 6007.488281
	Iteration 43Q: 3 clusters Score -2.245255e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 180397 members 
Entering Unmasked Estep 
Score: -22452568.000000 Penalty: 6007.488281
	Iteration 44Q: 3 clusters Score -2.245257e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 180428 members 
Entering Unmasked Estep 
Score: -22452580.000000 Penalty: 6007.488281
	Iteration 45Q: 3 clusters Score -2.245258e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 180447 members 
Entering Unmasked Estep 
Score: -22452590.000000 Penalty: 6007.488281
	Iteration 46Q: 3 clusters Score -2.245259e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 180474 members 
Entering Unmasked Estep 
Score: -22452590.000000 Penalty: 6007.488281
	Iteration 47Q: 3 clusters Score -2.245259e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 180484 members 
Entering Unmasked Estep 
Score: -22452594.000000 Penalty: 6007.488281
	Iteration 48Q: 3 clusters Score -2.245259e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 180499 members 
Entering Unmasked Estep 
Score: -22452578.000000 Penalty: 6007.488281
	Iteration 49Q: 3 clusters Score -2.245258e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 180509 members 
Entering Unmasked Estep 
Score: -22452568.000000 Penalty: 6007.488281
	Iteration 50Q: 3 clusters Score -2.245257e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 180514 members 
Entering Unmasked Estep 
Score: -22452582.000000 Penalty: 6007.488281
	Iteration 51Q: 3 clusters Score -2.245258e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 180518 members 
Entering Unmasked Estep 
Score: -22452582.000000 Penalty: 6007.488281
	Iteration 52Q: 3 clusters Score -2.245258e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 180525 members 
Entering Unmasked Estep 
Score: -22452584.000000 Penalty: 6007.488281
	Iteration 53Q: 3 clusters Score -2.245258e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 180530 members 
Entering Unmasked Estep 
Score: -22452586.000000 Penalty: 6007.488281
	Iteration 54Q: 3 clusters Score -2.245259e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 180533 members 
Entering Unmasked Estep 
Score: -22452592.000000 Penalty: 6007.488281
	Iteration 55Q: 3 clusters Score -2.245259e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 180536 members 
Entering Unmasked Estep 
Score: -22452588.000000 Penalty: 6007.488281
	Iteration 56Q: 3 clusters Score -2.245259e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 180537 members 
Entering Unmasked Estep 
Score: -22452596.000000 Penalty: 6007.488281
	Iteration 57Q: 3 clusters Score -2.24526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 180539 members 
Entering Unmasked Estep 
Score: -22452586.000000 Penalty: 6007.488281
	Iteration 58Q: 3 clusters Score -2.245259e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 180542 members 
Entering Unmasked Estep 
Score: -22452590.000000 Penalty: 6007.488281
	Iteration 59Q: 3 clusters Score -2.245259e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 180544 members 
Entering Unmasked Estep 
Score: -22452602.000000 Penalty: 6007.488281
	Iteration 60F: 3 clusters Score -2.24526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 180543 members 
Entering Unmasked Estep 
Score: -22452592.000000 Penalty: 6007.488281
	Iteration 61Q: 3 clusters Score -2.245259e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 180544 members 
Entering Unmasked Estep 
Score: -22452592.000000 Penalty: 6007.488281
	Iteration 62Q: 3 clusters Score -2.245259e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 180544 members 
Entering Unmasked Estep 
Score: -22452592.000000 Penalty: 6007.488281
	Iteration 63F: 3 clusters Score -2.245259e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Entering Unmasked Estep 
Score: -1891453.875000 Penalty: 2407.920410
	Iteration 0F: 2 clusters Score -1891454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1879632.375000 Penalty: 4815.840820
	Iteration 0F: 3 clusters Score -1879632 nChanged 7142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1883967.625000 Penalty: 4815.840820
	Iteration 1F: 3 clusters Score -1883968 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1885034.625000 Penalty: 4815.840820
	Iteration 2F: 3 clusters Score -1885035 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1886166.875000 Penalty: 4815.840820
	Iteration 3F: 3 clusters Score -1886167 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1887110.000000 Penalty: 4815.840820
	Iteration 4F: 3 clusters Score -1887110 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1887804.750000 Penalty: 4815.840820
	Iteration 5F: 3 clusters Score -1887805 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1888382.000000 Penalty: 4815.840820
	Iteration 6F: 3 clusters Score -1888382 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1888904.125000 Penalty: 4815.840820
	Iteration 7Q: 3 clusters Score -1888904 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1889340.000000 Penalty: 4815.840820
	Iteration 8Q: 3 clusters Score -1889340 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1889698.750000 Penalty: 4815.840820
	Iteration 9Q: 3 clusters Score -1889699 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1889987.750000 Penalty: 4815.840820
	Iteration 10Q: 3 clusters Score -1889988 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1890182.625000 Penalty: 4815.840820
	Iteration 11Q: 3 clusters Score -1890183 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1890303.125000 Penalty: 4815.840820
	Iteration 12Q: 3 clusters Score -1890303 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1890392.000000 Penalty: 4815.840820
	Iteration 13Q: 3 clusters Score -1890392 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1890446.000000 Penalty: 4815.840820
	Iteration 14Q: 3 clusters Score -1890446 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1890471.500000 Penalty: 4815.840820
	Iteration 15Q: 3 clusters Score -1890472 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1890496.375000 Penalty: 4815.840820
	Iteration 16Q: 3 clusters Score -1890496 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1890502.625000 Penalty: 4815.840820
	Iteration 17Q: 3 clusters Score -1890503 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1890505.125000 Penalty: 4815.840820
	Iteration 18Q: 3 clusters Score -1890505 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1890505.500000 Penalty: 4815.840820
	Iteration 19Q: 3 clusters Score -1890506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1890511.000000 Penalty: 4815.840820
	Iteration 20F: 3 clusters Score -1890511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1890511.875000 Penalty: 4815.840820
	Iteration 21Q: 3 clusters Score -1890512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1890513.375000 Penalty: 4815.840820
	Iteration 22Q: 3 clusters Score -1890513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1890514.750000 Penalty: 4815.840820
	Iteration 23Q: 3 clusters Score -1890515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1890513.500000 Penalty: 4815.840820
	Iteration 24Q: 3 clusters Score -1890514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1890514.250000 Penalty: 4815.840820
	Iteration 25Q: 3 clusters Score -1890514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1890513.500000 Penalty: 4815.840820
	Iteration 26Q: 3 clusters Score -1890514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1890514.375000 Penalty: 4815.840820
	Iteration 27Q: 3 clusters Score -1890514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1890516.625000 Penalty: 4815.840820
	Iteration 28Q: 3 clusters Score -1890517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1890517.375000 Penalty: 4815.840820
	Iteration 29Q: 3 clusters Score -1890517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1890518.500000 Penalty: 4815.840820
	Iteration 30Q: 3 clusters Score -1890518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1890516.375000 Penalty: 4815.840820
	Iteration 31Q: 3 clusters Score -1890516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1890516.375000 Penalty: 4815.840820
	Iteration 32F: 3 clusters Score -1890516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Entering Unmasked Estep 
Score: -1456018.750000 Penalty: 2333.520020
	Iteration 0F: 2 clusters Score -1456019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1446943.000000 Penalty: 4667.040039
	Iteration 0F: 3 clusters Score -1446943 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1449806.500000 Penalty: 4667.040039
	Iteration 1F: 3 clusters Score -1449806 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1450327.000000 Penalty: 4667.040039
	Iteration 2F: 3 clusters Score -1450327 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1450800.625000 Penalty: 4667.040039
	Iteration 3F: 3 clusters Score -1450801 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1451289.375000 Penalty: 4667.040039
	Iteration 4F: 3 clusters Score -1451289 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1451743.750000 Penalty: 4667.040039
	Iteration 5F: 3 clusters Score -1451744 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1452171.750000 Penalty: 4667.040039
	Iteration 6Q: 3 clusters Score -1452172 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1452606.375000 Penalty: 4667.040039
	Iteration 7Q: 3 clusters Score -1452606 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1452972.875000 Penalty: 4667.040039
	Iteration 8Q: 3 clusters Score -1452973 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1453253.625000 Penalty: 4667.040039
	Iteration 9Q: 3 clusters Score -1453254 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1453467.250000 Penalty: 4667.040039
	Iteration 10Q: 3 clusters Score -1453467 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1453630.000000 Penalty: 4667.040039
	Iteration 11Q: 3 clusters Score -1453630 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1453722.125000 Penalty: 4667.040039
	Iteration 12Q: 3 clusters Score -1453722 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1453805.250000 Penalty: 4667.040039
	Iteration 13Q: 3 clusters Score -1453805 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1453880.625000 Penalty: 4667.040039
	Iteration 14Q: 3 clusters Score -1453881 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1453936.500000 Penalty: 4667.040039
	Iteration 15Q: 3 clusters Score -1453936 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1453983.625000 Penalty: 4667.040039
	Iteration 16Q: 3 clusters Score -1453984 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1454016.625000 Penalty: 4667.040039
	Iteration 17Q: 3 clusters Score -1454017 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1454039.375000 Penalty: 4667.040039
	Iteration 18Q: 3 clusters Score -1454039 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1454064.750000 Penalty: 4667.040039
	Iteration 19Q: 3 clusters Score -1454065 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1454082.125000 Penalty: 4667.040039
	Iteration 20F: 3 clusters Score -1454082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1454094.375000 Penalty: 4667.040039
	Iteration 21Q: 3 clusters Score -1454094 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1454109.000000 Penalty: 4667.040039
	Iteration 22Q: 3 clusters Score -1454109 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1454116.125000 Penalty: 4667.040039
	Iteration 23Q: 3 clusters Score -1454116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1454127.500000 Penalty: 4667.040039
	Iteration 24Q: 3 clusters Score -1454128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1454133.500000 Penalty: 4667.040039
	Iteration 25Q: 3 clusters Score -1454134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1454133.500000 Penalty: 4667.040039
	Iteration 26Q: 3 clusters Score -1454134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1454136.625000 Penalty: 4667.040039
	Iteration 27Q: 3 clusters Score -1454137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1454136.750000 Penalty: 4667.040039
	Iteration 28Q: 3 clusters Score -1454137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1454136.750000 Penalty: 4667.040039
	Iteration 29F: 3 clusters Score -1454137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Entering Unmasked Estep 
Score: -1651000.750000 Penalty: 2376.448975
	Iteration 0F: 2 clusters Score -1651001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1640517.875000 Penalty: 4752.897949
	Iteration 0F: 3 clusters Score -1640518 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1643940.875000 Penalty: 4752.897949
	Iteration 1F: 3 clusters Score -1643941 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1644411.375000 Penalty: 4752.897949
	Iteration 2F: 3 clusters Score -1644411 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1644832.000000 Penalty: 4752.897949
	Iteration 3F: 3 clusters Score -1644832 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1645216.875000 Penalty: 4752.897949
	Iteration 4F: 3 clusters Score -1645217 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1645594.875000 Penalty: 4752.897949
	Iteration 5Q: 3 clusters Score -1645595 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1645977.000000 Penalty: 4752.897949
	Iteration 6Q: 3 clusters Score -1645977 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1646368.000000 Penalty: 4752.897949
	Iteration 7Q: 3 clusters Score -1646368 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1646776.000000 Penalty: 4752.897949
	Iteration 8Q: 3 clusters Score -1646776 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1647194.000000 Penalty: 4752.897949
	Iteration 9Q: 3 clusters Score -1647194 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1647564.500000 Penalty: 4752.897949
	Iteration 10Q: 3 clusters Score -1647564 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1647826.125000 Penalty: 4752.897949
	Iteration 11Q: 3 clusters Score -1647826 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1648047.875000 Penalty: 4752.897949
	Iteration 12Q: 3 clusters Score -1648048 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1648240.000000 Penalty: 4752.897949
	Iteration 13Q: 3 clusters Score -1648240 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1648408.500000 Penalty: 4752.897949
	Iteration 14Q: 3 clusters Score -1648408 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1648566.000000 Penalty: 4752.897949
	Iteration 15Q: 3 clusters Score -1648566 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1648693.500000 Penalty: 4752.897949
	Iteration 16Q: 3 clusters Score -1648694 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1648795.500000 Penalty: 4752.897949
	Iteration 17Q: 3 clusters Score -1648796 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1648886.750000 Penalty: 4752.897949
	Iteration 18Q: 3 clusters Score -1648887 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1648974.500000 Penalty: 4752.897949
	Iteration 19Q: 3 clusters Score -1648974 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1649053.750000 Penalty: 4752.897949
	Iteration 20F: 3 clusters Score -1649054 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1649136.125000 Penalty: 4752.897949
	Iteration 21Q: 3 clusters Score -1649136 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1649215.750000 Penalty: 4752.897949
	Iteration 22Q: 3 clusters Score -1649216 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1649280.375000 Penalty: 4752.897949
	Iteration 23Q: 3 clusters Score -1649280 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1649327.250000 Penalty: 4752.897949
	Iteration 24Q: 3 clusters Score -1649327 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1649371.750000 Penalty: 4752.897949
	Iteration 25Q: 3 clusters Score -1649372 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1649410.125000 Penalty: 4752.897949
	Iteration 26Q: 3 clusters Score -1649410 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1649433.125000 Penalty: 4752.897949
	Iteration 27Q: 3 clusters Score -1649433 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1649450.625000 Penalty: 4752.897949
	Iteration 28Q: 3 clusters Score -1649451 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1649455.625000 Penalty: 4752.897949
	Iteration 29Q: 3 clusters Score -1649456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1649461.125000 Penalty: 4752.897949
	Iteration 30Q: 3 clusters Score -1649461 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1649470.000000 Penalty: 4752.897949
	Iteration 31Q: 3 clusters Score -1649470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1649470.750000 Penalty: 4752.897949
	Iteration 32Q: 3 clusters Score -1649471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1649475.750000 Penalty: 4752.897949
	Iteration 33Q: 3 clusters Score -1649476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1649479.875000 Penalty: 4752.897949
	Iteration 34Q: 3 clusters Score -1649480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1649480.000000 Penalty: 4752.897949
	Iteration 35Q: 3 clusters Score -1649480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1649485.125000 Penalty: 4752.897949
	Iteration 36Q: 3 clusters Score -1649485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1649492.875000 Penalty: 4752.897949
	Iteration 37Q: 3 clusters Score -1649493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1649497.000000 Penalty: 4752.897949
	Iteration 38Q: 3 clusters Score -1649497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1649499.875000 Penalty: 4752.897949
	Iteration 39Q: 3 clusters Score -1649500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1649503.500000 Penalty: 4752.897949
	Iteration 40F: 3 clusters Score -1649504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1649503.375000 Penalty: 4752.897949
	Iteration 41Q: 3 clusters Score -1649503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1649505.250000 Penalty: 4752.897949
	Iteration 42Q: 3 clusters Score -1649505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1649509.250000 Penalty: 4752.897949
	Iteration 43Q: 3 clusters Score -1649509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1649511.625000 Penalty: 4752.897949
	Iteration 44Q: 3 clusters Score -1649512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1649513.750000 Penalty: 4752.897949
	Iteration 45Q: 3 clusters Score -1649514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1649515.875000 Penalty: 4752.897949
	Iteration 46Q: 3 clusters Score -1649516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1649516.500000 Penalty: 4752.897949
	Iteration 47Q: 3 clusters Score -1649516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1649514.500000 Penalty: 4752.897949
	Iteration 48Q: 3 clusters Score -1649514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1649515.500000 Penalty: 4752.897949
	Iteration 49Q: 3 clusters Score -1649516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1649515.625000 Penalty: 4752.897949
	Iteration 50Q: 3 clusters Score -1649516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1649514.500000 Penalty: 4752.897949
	Iteration 51Q: 3 clusters Score -1649514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1649515.125000 Penalty: 4752.897949
	Iteration 52Q: 3 clusters Score -1649515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1649515.125000 Penalty: 4752.897949
	Iteration 53F: 3 clusters Score -1649515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Entering Unmasked Estep 
Score: -881226.625000 Penalty: 2227.924316
	Iteration 0F: 2 clusters Score -881226.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -874865.062500 Penalty: 4455.848633
	Iteration 0F: 3 clusters Score -874865.1 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -876759.937500 Penalty: 4455.848633
	Iteration 1F: 3 clusters Score -876759.9 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -877221.187500 Penalty: 4455.848633
	Iteration 2F: 3 clusters Score -877221.2 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -877611.687500 Penalty: 4455.848633
	Iteration 3F: 3 clusters Score -877611.7 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -877987.125000 Penalty: 4455.848633
	Iteration 4F: 3 clusters Score -877987.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -878308.625000 Penalty: 4455.848633
	Iteration 5F: 3 clusters Score -878308.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -878610.312500 Penalty: 4455.848633
	Iteration 6F: 3 clusters Score -878610.3 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -878880.812500 Penalty: 4455.848633
	Iteration 7F: 3 clusters Score -878880.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -879095.562500 Penalty: 4455.848633
	Iteration 8Q: 3 clusters Score -879095.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -879278.375000 Penalty: 4455.848633
	Iteration 9Q: 3 clusters Score -879278.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -879412.000000 Penalty: 4455.848633
	Iteration 10Q: 3 clusters Score -879412 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -879543.812500 Penalty: 4455.848633
	Iteration 11Q: 3 clusters Score -879543.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -879635.687500 Penalty: 4455.848633
	Iteration 12Q: 3 clusters Score -879635.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -879702.812500 Penalty: 4455.848633
	Iteration 13Q: 3 clusters Score -879702.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -879756.500000 Penalty: 4455.848633
	Iteration 14Q: 3 clusters Score -879756.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -879806.750000 Penalty: 4455.848633
	Iteration 15Q: 3 clusters Score -879806.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -879854.500000 Penalty: 4455.848633
	Iteration 16Q: 3 clusters Score -879854.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -879900.562500 Penalty: 4455.848633
	Iteration 17Q: 3 clusters Score -879900.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -879936.500000 Penalty: 4455.848633
	Iteration 18Q: 3 clusters Score -879936.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -879961.687500 Penalty: 4455.848633
	Iteration 19Q: 3 clusters Score -879961.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -879982.562500 Penalty: 4455.848633
	Iteration 20F: 3 clusters Score -879982.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -880009.000000 Penalty: 4455.848633
	Iteration 21Q: 3 clusters Score -880009 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -880028.687500 Penalty: 4455.848633
	Iteration 22Q: 3 clusters Score -880028.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -880042.187500 Penalty: 4455.848633
	Iteration 23Q: 3 clusters Score -880042.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -880052.500000 Penalty: 4455.848633
	Iteration 24Q: 3 clusters Score -880052.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -880056.312500 Penalty: 4455.848633
	Iteration 25Q: 3 clusters Score -880056.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -880062.875000 Penalty: 4455.848633
	Iteration 26Q: 3 clusters Score -880062.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -880068.687500 Penalty: 4455.848633
	Iteration 27Q: 3 clusters Score -880068.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -880075.187500 Penalty: 4455.848633
	Iteration 28Q: 3 clusters Score -880075.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -880081.000000 Penalty: 4455.848633
	Iteration 29Q: 3 clusters Score -880081 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -880083.500000 Penalty: 4455.848633
	Iteration 30Q: 3 clusters Score -880083.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -880087.312500 Penalty: 4455.848633
	Iteration 31Q: 3 clusters Score -880087.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -880090.687500 Penalty: 4455.848633
	Iteration 32Q: 3 clusters Score -880090.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -880092.750000 Penalty: 4455.848633
	Iteration 33Q: 3 clusters Score -880092.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -880095.250000 Penalty: 4455.848633
	Iteration 34Q: 3 clusters Score -880095.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -880099.250000 Penalty: 4455.848633
	Iteration 35Q: 3 clusters Score -880099.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -880105.625000 Penalty: 4455.848633
	Iteration 36Q: 3 clusters Score -880105.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -880107.875000 Penalty: 4455.848633
	Iteration 37Q: 3 clusters Score -880107.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -880110.687500 Penalty: 4455.848633
	Iteration 38Q: 3 clusters Score -880110.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -880113.250000 Penalty: 4455.848633
	Iteration 39Q: 3 clusters Score -880113.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -880115.125000 Penalty: 4455.848633
	Iteration 40F: 3 clusters Score -880115.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -880117.625000 Penalty: 4455.848633
	Iteration 41Q: 3 clusters Score -880117.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -880118.937500 Penalty: 4455.848633
	Iteration 42Q: 3 clusters Score -880118.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -880118.937500 Penalty: 4455.848633
	Iteration 43Q: 3 clusters Score -880118.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -880122.750000 Penalty: 4455.848633
	Iteration 44Q: 3 clusters Score -880122.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -880125.687500 Penalty: 4455.848633
	Iteration 45Q: 3 clusters Score -880125.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -880134.062500 Penalty: 4455.848633
	Iteration 46Q: 3 clusters Score -880134.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -880139.500000 Penalty: 4455.848633
	Iteration 47Q: 3 clusters Score -880139.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -880145.375000 Penalty: 4455.848633
	Iteration 48Q: 3 clusters Score -880145.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -880153.750000 Penalty: 4455.848633
	Iteration 49Q: 3 clusters Score -880153.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -880167.500000 Penalty: 4455.848633
	Iteration 50Q: 3 clusters Score -880167.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -880182.562500 Penalty: 4455.848633
	Iteration 51Q: 3 clusters Score -880182.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -880195.875000 Penalty: 4455.848633
	Iteration 52Q: 3 clusters Score -880195.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -880208.312500 Penalty: 4455.848633
	Iteration 53Q: 3 clusters Score -880208.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -880219.312500 Penalty: 4455.848633
	Iteration 54Q: 3 clusters Score -880219.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -880226.875000 Penalty: 4455.848633
	Iteration 55Q: 3 clusters Score -880226.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -880231.750000 Penalty: 4455.848633
	Iteration 56Q: 3 clusters Score -880231.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -880232.437500 Penalty: 4455.848633
	Iteration 57Q: 3 clusters Score -880232.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -880234.250000 Penalty: 4455.848633
	Iteration 58Q: 3 clusters Score -880234.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -880232.875000 Penalty: 4455.848633
	Iteration 59Q: 3 clusters Score -880232.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -880234.000000 Penalty: 4455.848633
	Iteration 60F: 3 clusters Score -880234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -880235.312500 Penalty: 4455.848633
	Iteration 61Q: 3 clusters Score -880235.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -880234.937500 Penalty: 4455.848633
	Iteration 62Q: 3 clusters Score -880234.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -880235.625000 Penalty: 4455.848633
	Iteration 63Q: 3 clusters Score -880235.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -880235.812500 Penalty: 4455.848633
	Iteration 64Q: 3 clusters Score -880235.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -880234.000000 Penalty: 4455.848633
	Iteration 65Q: 3 clusters Score -880234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -880234.000000 Penalty: 4455.848633
	Iteration 66F: 3 clusters Score -880234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Entering Unmasked Estep 
Score: -2306121.500000 Penalty: 2444.840820
	Iteration 0F: 2 clusters Score -2306122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -2292603.500000 Penalty: 4889.681641
	Iteration 0F: 3 clusters Score -2292604 nChanged 8429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -2297188.250000 Penalty: 4889.681641
	Iteration 1F: 3 clusters Score -2297188 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -2297613.500000 Penalty: 4889.681641
	Iteration 2F: 3 clusters Score -2297614 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -2298018.500000 Penalty: 4889.681641
	Iteration 3Q: 3 clusters Score -2298018 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -2298415.750000 Penalty: 4889.681641
	Iteration 4Q: 3 clusters Score -2298416 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -2298813.500000 Penalty: 4889.681641
	Iteration 5Q: 3 clusters Score -2298814 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -2299255.500000 Penalty: 4889.681641
	Iteration 6Q: 3 clusters Score -2299256 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -2299754.000000 Penalty: 4889.681641
	Iteration 7Q: 3 clusters Score -2299754 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -2300293.000000 Penalty: 4889.681641
	Iteration 8Q: 3 clusters Score -2300293 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -2300868.000000 Penalty: 4889.681641
	Iteration 9Q: 3 clusters Score -2300868 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -2301400.750000 Penalty: 4889.681641
	Iteration 10Q: 3 clusters Score -2301401 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -2301810.750000 Penalty: 4889.681641
	Iteration 11Q: 3 clusters Score -2301811 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -2302163.500000 Penalty: 4889.681641
	Iteration 12Q: 3 clusters Score -2302164 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -2302425.500000 Penalty: 4889.681641
	Iteration 13Q: 3 clusters Score -2302426 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -2302640.250000 Penalty: 4889.681641
	Iteration 14Q: 3 clusters Score -2302640 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -2302800.750000 Penalty: 4889.681641
	Iteration 15Q: 3 clusters Score -2302801 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -2302942.000000 Penalty: 4889.681641
	Iteration 16Q: 3 clusters Score -2302942 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -2303079.500000 Penalty: 4889.681641
	Iteration 17Q: 3 clusters Score -2303080 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -2303181.250000 Penalty: 4889.681641
	Iteration 18Q: 3 clusters Score -2303181 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -2303269.750000 Penalty: 4889.681641
	Iteration 19Q: 3 clusters Score -2303270 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -2303350.750000 Penalty: 4889.681641
	Iteration 20F: 3 clusters Score -2303351 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -2303432.000000 Penalty: 4889.681641
	Iteration 21Q: 3 clusters Score -2303432 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -2303500.000000 Penalty: 4889.681641
	Iteration 22Q: 3 clusters Score -2303500 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -2303567.250000 Penalty: 4889.681641
	Iteration 23Q: 3 clusters Score -2303567 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -2303618.500000 Penalty: 4889.681641
	Iteration 24Q: 3 clusters Score -2303618 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -2303679.000000 Penalty: 4889.681641
	Iteration 25Q: 3 clusters Score -2303679 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -2303720.500000 Penalty: 4889.681641
	Iteration 26Q: 3 clusters Score -2303720 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -2303754.000000 Penalty: 4889.681641
	Iteration 27Q: 3 clusters Score -2303754 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -2303795.000000 Penalty: 4889.681641
	Iteration 28Q: 3 clusters Score -2303795 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -2303823.500000 Penalty: 4889.681641
	Iteration 29Q: 3 clusters Score -2303824 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -2303862.250000 Penalty: 4889.681641
	Iteration 30Q: 3 clusters Score -2303862 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -2303890.250000 Penalty: 4889.681641
	Iteration 31Q: 3 clusters Score -2303890 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -2303912.750000 Penalty: 4889.681641
	Iteration 32Q: 3 clusters Score -2303913 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2303939.250000 Penalty: 4889.681641
	Iteration 33Q: 3 clusters Score -2303939 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -2303974.750000 Penalty: 4889.681641
	Iteration 34Q: 3 clusters Score -2303975 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -2303987.500000 Penalty: 4889.681641
	Iteration 35Q: 3 clusters Score -2303988 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2304002.750000 Penalty: 4889.681641
	Iteration 36Q: 3 clusters Score -2304003 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -2304018.000000 Penalty: 4889.681641
	Iteration 37Q: 3 clusters Score -2304018 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2304023.000000 Penalty: 4889.681641
	Iteration 38Q: 3 clusters Score -2304023 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -2304030.750000 Penalty: 4889.681641
	Iteration 39Q: 3 clusters Score -2304031 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2304038.000000 Penalty: 4889.681641
	Iteration 40F: 3 clusters Score -2304038 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -2304045.500000 Penalty: 4889.681641
	Iteration 41Q: 3 clusters Score -2304046 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2304050.500000 Penalty: 4889.681641
	Iteration 42Q: 3 clusters Score -2304050 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -2304050.000000 Penalty: 4889.681641
	Iteration 43Q: 3 clusters Score -2304050 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2304059.250000 Penalty: 4889.681641
	Iteration 44Q: 3 clusters Score -2304059 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -2304071.750000 Penalty: 4889.681641
	Iteration 45Q: 3 clusters Score -2304072 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -2304083.500000 Penalty: 4889.681641
	Iteration 46Q: 3 clusters Score -2304084 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2304089.500000 Penalty: 4889.681641
	Iteration 47Q: 3 clusters Score -2304090 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2304099.500000 Penalty: 4889.681641
	Iteration 48Q: 3 clusters Score -2304100 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -2304109.500000 Penalty: 4889.681641
	Iteration 49Q: 3 clusters Score -2304110 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2304120.250000 Penalty: 4889.681641
	Iteration 50Q: 3 clusters Score -2304120 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2304132.500000 Penalty: 4889.681641
	Iteration 51Q: 3 clusters Score -2304132 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2304142.000000 Penalty: 4889.681641
	Iteration 52Q: 3 clusters Score -2304142 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2304145.500000 Penalty: 4889.681641
	Iteration 53Q: 3 clusters Score -2304146 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2304157.750000 Penalty: 4889.681641
	Iteration 54Q: 3 clusters Score -2304158 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2304167.750000 Penalty: 4889.681641
	Iteration 55Q: 3 clusters Score -2304168 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2304178.000000 Penalty: 4889.681641
	Iteration 56Q: 3 clusters Score -2304178 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2304181.000000 Penalty: 4889.681641
	Iteration 57Q: 3 clusters Score -2304181 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2304185.000000 Penalty: 4889.681641
	Iteration 58Q: 3 clusters Score -2304185 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2304189.500000 Penalty: 4889.681641
	Iteration 59Q: 3 clusters Score -2304190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2304193.500000 Penalty: 4889.681641
	Iteration 60F: 3 clusters Score -2304194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2304197.250000 Penalty: 4889.681641
	Iteration 61Q: 3 clusters Score -2304197 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2304203.750000 Penalty: 4889.681641
	Iteration 62Q: 3 clusters Score -2304204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2304202.000000 Penalty: 4889.681641
	Iteration 63Q: 3 clusters Score -2304202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2304207.500000 Penalty: 4889.681641
	Iteration 64Q: 3 clusters Score -2304208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2304211.250000 Penalty: 4889.681641
	Iteration 65Q: 3 clusters Score -2304211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2304213.000000 Penalty: 4889.681641
	Iteration 66Q: 3 clusters Score -2304213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2304209.500000 Penalty: 4889.681641
	Iteration 67Q: 3 clusters Score -2304210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2304211.500000 Penalty: 4889.681641
	Iteration 68Q: 3 clusters Score -2304212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2304215.750000 Penalty: 4889.681641
	Iteration 69Q: 3 clusters Score -2304216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2304217.250000 Penalty: 4889.681641
	Iteration 70Q: 3 clusters Score -2304217 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2304222.500000 Penalty: 4889.681641
	Iteration 71Q: 3 clusters Score -2304222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2304224.750000 Penalty: 4889.681641
	Iteration 72Q: 3 clusters Score -2304225 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2304228.250000 Penalty: 4889.681641
	Iteration 73Q: 3 clusters Score -2304228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2304236.000000 Penalty: 4889.681641
	Iteration 74Q: 3 clusters Score -2304236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2304233.500000 Penalty: 4889.681641
	Iteration 75Q: 3 clusters Score -2304234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2304242.750000 Penalty: 4889.681641
	Iteration 76Q: 3 clusters Score -2304243 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2304244.500000 Penalty: 4889.681641
	Iteration 77Q: 3 clusters Score -2304244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2304255.250000 Penalty: 4889.681641
	Iteration 78Q: 3 clusters Score -2304255 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2304259.000000 Penalty: 4889.681641
	Iteration 79Q: 3 clusters Score -2304259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2304263.500000 Penalty: 4889.681641
	Iteration 80F: 3 clusters Score -2304264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2304260.000000 Penalty: 4889.681641
	Iteration 81Q: 3 clusters Score -2304260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2304270.000000 Penalty: 4889.681641
	Iteration 82Q: 3 clusters Score -2304270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2304273.250000 Penalty: 4889.681641
	Iteration 83Q: 3 clusters Score -2304273 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2304278.000000 Penalty: 4889.681641
	Iteration 84Q: 3 clusters Score -2304278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2304288.250000 Penalty: 4889.681641
	Iteration 85Q: 3 clusters Score -2304288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2304292.250000 Penalty: 4889.681641
	Iteration 86Q: 3 clusters Score -2304292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2304300.000000 Penalty: 4889.681641
	Iteration 87Q: 3 clusters Score -2304300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2304302.750000 Penalty: 4889.681641
	Iteration 88Q: 3 clusters Score -2304303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2304306.750000 Penalty: 4889.681641
	Iteration 89Q: 3 clusters Score -2304307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2304306.750000 Penalty: 4889.681641
	Iteration 90Q: 3 clusters Score -2304307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2304310.750000 Penalty: 4889.681641
	Iteration 91Q: 3 clusters Score -2304311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2304318.000000 Penalty: 4889.681641
	Iteration 92Q: 3 clusters Score -2304318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2304328.750000 Penalty: 4889.681641
	Iteration 93Q: 3 clusters Score -2304329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2304328.250000 Penalty: 4889.681641
	Iteration 94Q: 3 clusters Score -2304328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2304328.750000 Penalty: 4889.681641
	Iteration 95Q: 3 clusters Score -2304329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2304332.750000 Penalty: 4889.681641
	Iteration 96Q: 3 clusters Score -2304333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2304334.000000 Penalty: 4889.681641
	Iteration 97Q: 3 clusters Score -2304334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2304338.250000 Penalty: 4889.681641
	Iteration 98Q: 3 clusters Score -2304338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2304340.000000 Penalty: 4889.681641
	Iteration 99Q: 3 clusters Score -2304340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2304345.000000 Penalty: 4889.681641
	Iteration 100F: 3 clusters Score -2304345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2304345.750000 Penalty: 4889.681641
	Iteration 101Q: 3 clusters Score -2304346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2304345.750000 Penalty: 4889.681641
	Iteration 102F: 3 clusters Score -2304346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -43601.976562 Penalty: 1514.541626
	Iteration 0F: 2 clusters Score -43601.98 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 214 members 
Entering Unmasked Estep 
Score: -42221.894531 Penalty: 3029.083252
	Iteration 0F: 3 clusters Score -42221.89 nChanged 97
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: -42661.531250 Penalty: 3029.083252
	Iteration 1F: 3 clusters Score -42661.53 nChanged 47
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: -43056.132812 Penalty: 3029.083252
	Iteration 2F: 3 clusters Score -43056.13 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -43399.199219 Penalty: 3029.083252
	Iteration 3F: 3 clusters Score -43399.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -43568.464844 Penalty: 3029.083252
	Iteration 4Q: 3 clusters Score -43568.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -43656.257812 Penalty: 3029.083252
	Iteration 5Q: 3 clusters Score -43656.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -43718.332031 Penalty: 3029.083252
	Iteration 6Q: 3 clusters Score -43718.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -43726.027344 Penalty: 3029.083252
	Iteration 7Q: 3 clusters Score -43726.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -43728.574219 Penalty: 3029.083252
	Iteration 8Q: 3 clusters Score -43728.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -43730.140625 Penalty: 3029.083252
	Iteration 9Q: 3 clusters Score -43730.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -43730.140625 Penalty: 3029.083252
	Iteration 10F: 3 clusters Score -43730.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 8704 members 
Mstep: Class 3 contains 15506 members 
Mstep: Class 4 contains 183853 members 
Mstep: Class 5 contains 320846 members 
Mstep: Class 6 contains 8646 members 
Mstep: Class 7 contains 182020 members 
Mstep: Class 8 contains 16471 members 
Mstep: Class 9 contains 12202 members 
Mstep: Class 10 contains 14508 members 
Mstep: Class 11 contains 7971 members 
Mstep: Class 12 contains 19115 members 
Mstep: Class 13 contains 169 members 
Mstep: Class 14 contains 3223 members 
Mstep: Class 15 contains 101704 members 
Mstep: Class 16 contains 186299 members 
Mstep: Class 17 contains 16518 members 
Mstep: Class 18 contains 83467 members 
Mstep: Class 19 contains 25566 members 
Mstep: Class 20 contains 114178 members 
Mstep: Class 21 contains 44187 members 
Mstep: Class 22 contains 53054 members 
Mstep: Class 23 contains 10640 members 
Mstep: Class 24 contains 29259 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12868 members 
Mstep: Class 27 contains 11085 members 
Mstep: Class 28 contains 5668 members 
Mstep: Class 29 contains 12257 members 
Mstep: Class 30 contains 3242 members 
Mstep: Class 31 contains 6504 members 
Mstep: Class 32 contains 10950 members 
Mstep: Class 33 contains 54455 members 
Mstep: Class 34 contains 23707 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131095 members 
Mstep: Class 37 contains 228647 members 
Mstep: Class 38 contains 21480 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 881 members 
Mstep: Class 41 contains 446 members 
Mstep: Class 42 contains 280 members 
Entering Unmasked Estep 
Score: -235496240.000000 Penalty: 151070.828125
Splitting cluster 13 changes total score from -235499456.000000 to -235496240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (3223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Entering Unmasked Estep 
Score: -366892.375000 Penalty: 2003.360840
	Iteration 0F: 2 clusters Score -366892.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -363480.937500 Penalty: 4006.721680
	Iteration 0F: 3 clusters Score -363480.9 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -364258.843750 Penalty: 4006.721680
	Iteration 1F: 3 clusters Score -364258.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -364575.468750 Penalty: 4006.721680
	Iteration 2F: 3 clusters Score -364575.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -364827.468750 Penalty: 4006.721680
	Iteration 3F: 3 clusters Score -364827.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -365087.812500 Penalty: 4006.721680
	Iteration 4F: 3 clusters Score -365087.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -365281.093750 Penalty: 4006.721680
	Iteration 5F: 3 clusters Score -365281.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -365420.000000 Penalty: 4006.721680
	Iteration 6Q: 3 clusters Score -365420 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -365574.750000 Penalty: 4006.721680
	Iteration 7Q: 3 clusters Score -365574.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -365735.468750 Penalty: 4006.721680
	Iteration 8Q: 3 clusters Score -365735.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -365871.031250 Penalty: 4006.721680
	Iteration 9Q: 3 clusters Score -365871 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -365958.812500 Penalty: 4006.721680
	Iteration 10Q: 3 clusters Score -365958.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -366000.750000 Penalty: 4006.721680
	Iteration 11Q: 3 clusters Score -366000.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -366028.812500 Penalty: 4006.721680
	Iteration 12Q: 3 clusters Score -366028.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -366049.562500 Penalty: 4006.721680
	Iteration 13Q: 3 clusters Score -366049.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -366069.875000 Penalty: 4006.721680
	Iteration 14Q: 3 clusters Score -366069.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -366086.968750 Penalty: 4006.721680
	Iteration 15Q: 3 clusters Score -366087 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -366093.968750 Penalty: 4006.721680
	Iteration 16Q: 3 clusters Score -366094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -366099.000000 Penalty: 4006.721680
	Iteration 17Q: 3 clusters Score -366099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -366104.281250 Penalty: 4006.721680
	Iteration 18Q: 3 clusters Score -366104.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -366106.906250 Penalty: 4006.721680
	Iteration 19Q: 3 clusters Score -366106.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -366106.968750 Penalty: 4006.721680
	Iteration 20F: 3 clusters Score -366107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -366107.437500 Penalty: 4006.721680
	Iteration 21Q: 3 clusters Score -366107.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -366107.437500 Penalty: 4006.721680
	Iteration 22F: 3 clusters Score -366107.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (101704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101704 members 
Entering Unmasked Estep 
Score: -12474732.000000 Penalty: 2859.395996
	Iteration 0F: 2 clusters Score -1.247473e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50699 members 
Mstep: Class 2 contains 51005 members 
Entering Unmasked Estep 
Score: -12406595.000000 Penalty: 5718.791992
	Iteration 0F: 3 clusters Score -1.24066e+07 nChanged 48419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47756 members 
Mstep: Class 2 contains 53948 members 
Entering Unmasked Estep 
Score: -12434873.000000 Penalty: 5718.791992
	Iteration 1F: 3 clusters Score -1.243487e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45896 members 
Mstep: Class 2 contains 55808 members 
Entering Unmasked Estep 
Score: -12436151.000000 Penalty: 5718.791992
	Iteration 2Q: 3 clusters Score -1.243615e+07 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43039 members 
Mstep: Class 2 contains 58665 members 
Entering Unmasked Estep 
Score: -12437938.000000 Penalty: 5718.791992
	Iteration 3Q: 3 clusters Score -1.243794e+07 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38975 members 
Mstep: Class 2 contains 62729 members 
Entering Unmasked Estep 
Score: -12440561.000000 Penalty: 5718.791992
	Iteration 4F: 3 clusters Score -1.244056e+07 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33503 members 
Mstep: Class 2 contains 68201 members 
Entering Unmasked Estep 
Score: -12444384.000000 Penalty: 5718.791992
	Iteration 5F: 3 clusters Score -1.244438e+07 nChanged 7160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 74817 members 
Entering Unmasked Estep 
Score: -12449509.000000 Penalty: 5718.791992
	Iteration 6F: 3 clusters Score -1.244951e+07 nChanged 7305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 81862 members 
Entering Unmasked Estep 
Score: -12455347.000000 Penalty: 5718.791992
	Iteration 7F: 3 clusters Score -1.245535e+07 nChanged 6591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 88357 members 
Entering Unmasked Estep 
Score: -12460922.000000 Penalty: 5718.791992
	Iteration 8F: 3 clusters Score -1.246092e+07 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 93656 members 
Entering Unmasked Estep 
Score: -12465593.000000 Penalty: 5718.791992
	Iteration 9F: 3 clusters Score -1.246559e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 97332 members 
Entering Unmasked Estep 
Score: -12468786.000000 Penalty: 5718.791992
	Iteration 10Q: 3 clusters Score -1.246879e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 99379 members 
Entering Unmasked Estep 
Score: -12470500.000000 Penalty: 5718.791992
	Iteration 11Q: 3 clusters Score -1.24705e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 100392 members 
Entering Unmasked Estep 
Score: -12471305.000000 Penalty: 5718.791992
	Iteration 12Q: 3 clusters Score -1.24713e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 100875 members 
Entering Unmasked Estep 
Score: -12471704.000000 Penalty: 5718.791992
	Iteration 13Q: 3 clusters Score -1.24717e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 101090 members 
Entering Unmasked Estep 
Score: -12471931.000000 Penalty: 5718.791992
	Iteration 14Q: 3 clusters Score -1.247193e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 101196 members 
Entering Unmasked Estep 
Score: -12472030.000000 Penalty: 5718.791992
	Iteration 15Q: 3 clusters Score -1.247203e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 101257 members 
Entering Unmasked Estep 
Score: -12472091.000000 Penalty: 5718.791992
	Iteration 16Q: 3 clusters Score -1.247209e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 101279 members 
Entering Unmasked Estep 
Score: -12472122.000000 Penalty: 5718.791992
	Iteration 17Q: 3 clusters Score -1.247212e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 101298 members 
Entering Unmasked Estep 
Score: -12472149.000000 Penalty: 5718.791992
	Iteration 18Q: 3 clusters Score -1.247215e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 101312 members 
Entering Unmasked Estep 
Score: -12472190.000000 Penalty: 5718.791992
	Iteration 19Q: 3 clusters Score -1.247219e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 101316 members 
Entering Unmasked Estep 
Score: -12472190.000000 Penalty: 5718.791992
	Iteration 20F: 3 clusters Score -1.247219e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 101320 members 
Entering Unmasked Estep 
Score: -12472197.000000 Penalty: 5718.791992
	Iteration 21Q: 3 clusters Score -1.24722e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 101321 members 
Entering Unmasked Estep 
Score: -12472208.000000 Penalty: 5718.791992
	Iteration 22Q: 3 clusters Score -1.247221e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 101324 members 
Entering Unmasked Estep 
Score: -12472203.000000 Penalty: 5718.791992
	Iteration 23Q: 3 clusters Score -1.24722e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 101331 members 
Entering Unmasked Estep 
Score: -12472212.000000 Penalty: 5718.791992
	Iteration 24Q: 3 clusters Score -1.247221e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 101332 members 
Entering Unmasked Estep 
Score: -12472214.000000 Penalty: 5718.791992
	Iteration 25Q: 3 clusters Score -1.247221e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 101336 members 
Entering Unmasked Estep 
Score: -12472212.000000 Penalty: 5718.791992
	Iteration 26Q: 3 clusters Score -1.247221e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 101338 members 
Entering Unmasked Estep 
Score: -12472215.000000 Penalty: 5718.791992
	Iteration 27Q: 3 clusters Score -1.247222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 101340 members 
Entering Unmasked Estep 
Score: -12472219.000000 Penalty: 5718.791992
	Iteration 28Q: 3 clusters Score -1.247222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 101343 members 
Entering Unmasked Estep 
Score: -12472217.000000 Penalty: 5718.791992
	Iteration 29Q: 3 clusters Score -1.247222e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 101347 members 
Entering Unmasked Estep 
Score: -12472228.000000 Penalty: 5718.791992
	Iteration 30Q: 3 clusters Score -1.247223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 101352 members 
Entering Unmasked Estep 
Score: -12472235.000000 Penalty: 5718.791992
	Iteration 31Q: 3 clusters Score -1.247224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 101354 members 
Entering Unmasked Estep 
Score: -12472240.000000 Penalty: 5718.791992
	Iteration 32Q: 3 clusters Score -1.247224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 101355 members 
Entering Unmasked Estep 
Score: -12472229.000000 Penalty: 5718.791992
	Iteration 33Q: 3 clusters Score -1.247223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 101353 members 
Entering Unmasked Estep 
Score: -12472232.000000 Penalty: 5718.791992
	Iteration 34Q: 3 clusters Score -1.247223e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 101352 members 
Entering Unmasked Estep 
Score: -12472243.000000 Penalty: 5718.791992
	Iteration 35Q: 3 clusters Score -1.247224e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 101352 members 
Entering Unmasked Estep 
Score: -12472243.000000 Penalty: 5718.791992
	Iteration 36F: 3 clusters Score -1.247224e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (186299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186299 members 
Entering Unmasked Estep 
Score: -22219416.000000 Penalty: 3009.506836
	Iteration 0F: 2 clusters Score -2.221942e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93304 members 
Mstep: Class 2 contains 92995 members 
Entering Unmasked Estep 
Score: -22095058.000000 Penalty: 6019.013672
	Iteration 0F: 3 clusters Score -2.209506e+07 nChanged 89414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97334 members 
Mstep: Class 2 contains 88965 members 
Entering Unmasked Estep 
Score: -22147020.000000 Penalty: 6019.013672
	Iteration 1F: 3 clusters Score -2.214702e+07 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99993 members 
Mstep: Class 2 contains 86306 members 
Entering Unmasked Estep 
Score: -22148492.000000 Penalty: 6019.013672
	Iteration 2Q: 3 clusters Score -2.214849e+07 nChanged 6945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104238 members 
Mstep: Class 2 contains 82061 members 
Entering Unmasked Estep 
Score: -22150758.000000 Penalty: 6019.013672
	Iteration 3Q: 3 clusters Score -2.215076e+07 nChanged 8606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110728 members 
Mstep: Class 2 contains 75571 members 
Entering Unmasked Estep 
Score: -22154146.000000 Penalty: 6019.013672
	Iteration 4Q: 3 clusters Score -2.215415e+07 nChanged 10819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119813 members 
Mstep: Class 2 contains 66486 members 
Entering Unmasked Estep 
Score: -22159944.000000 Penalty: 6019.013672
	Iteration 5F: 3 clusters Score -2.215994e+07 nChanged 13191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131726 members 
Mstep: Class 2 contains 54573 members 
Entering Unmasked Estep 
Score: -22168764.000000 Penalty: 6019.013672
	Iteration 6F: 3 clusters Score -2.216876e+07 nChanged 14693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145675 members 
Mstep: Class 2 contains 40624 members 
Entering Unmasked Estep 
Score: -22180658.000000 Penalty: 6019.013672
	Iteration 7F: 3 clusters Score -2.218066e+07 nChanged 14129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159492 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -22193086.000000 Penalty: 6019.013672
	Iteration 8F: 3 clusters Score -2.219309e+07 nChanged 11236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170650 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -22203338.000000 Penalty: 6019.013672
	Iteration 9F: 3 clusters Score -2.220334e+07 nChanged 7542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178184 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -22210166.000000 Penalty: 6019.013672
	Iteration 10Q: 3 clusters Score -2.221017e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182428 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -22213768.000000 Penalty: 6019.013672
	Iteration 11Q: 3 clusters Score -2.221377e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184495 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -22215540.000000 Penalty: 6019.013672
	Iteration 12Q: 3 clusters Score -2.221554e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185328 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -22216266.000000 Penalty: 6019.013672
	Iteration 13Q: 3 clusters Score -2.221627e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185641 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -22216518.000000 Penalty: 6019.013672
	Iteration 14Q: 3 clusters Score -2.221652e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185772 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -22216668.000000 Penalty: 6019.013672
	Iteration 15Q: 3 clusters Score -2.221667e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185836 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -22216676.000000 Penalty: 6019.013672
	Iteration 16Q: 3 clusters Score -2.221668e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185867 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -22216726.000000 Penalty: 6019.013672
	Iteration 17Q: 3 clusters Score -2.221673e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185877 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -22216780.000000 Penalty: 6019.013672
	Iteration 18Q: 3 clusters Score -2.221678e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185884 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -22216780.000000 Penalty: 6019.013672
	Iteration 19Q: 3 clusters Score -2.221678e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185891 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -22216780.000000 Penalty: 6019.013672
	Iteration 20F: 3 clusters Score -2.221678e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185894 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -22216792.000000 Penalty: 6019.013672
	Iteration 21Q: 3 clusters Score -2.221679e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185900 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -22216796.000000 Penalty: 6019.013672
	Iteration 22Q: 3 clusters Score -2.22168e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185907 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -22216836.000000 Penalty: 6019.013672
	Iteration 23Q: 3 clusters Score -2.221684e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185910 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -22216858.000000 Penalty: 6019.013672
	Iteration 24Q: 3 clusters Score -2.221686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185913 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -22216854.000000 Penalty: 6019.013672
	Iteration 25Q: 3 clusters Score -2.221685e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185915 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -22216872.000000 Penalty: 6019.013672
	Iteration 26Q: 3 clusters Score -2.221687e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185916 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -22216876.000000 Penalty: 6019.013672
	Iteration 27Q: 3 clusters Score -2.221688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185918 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -22216876.000000 Penalty: 6019.013672
	Iteration 28Q: 3 clusters Score -2.221688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185919 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -22216878.000000 Penalty: 6019.013672
	Iteration 29Q: 3 clusters Score -2.221688e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185919 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -22216878.000000 Penalty: 6019.013672
	Iteration 30F: 3 clusters Score -2.221688e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Entering Unmasked Estep 
Score: -2002929.000000 Penalty: 2408.626953
	Iteration 0F: 2 clusters Score -2002929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1991119.000000 Penalty: 4817.253906
	Iteration 0F: 3 clusters Score -1991119 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1994987.125000 Penalty: 4817.253906
	Iteration 1F: 3 clusters Score -1994987 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1995304.875000 Penalty: 4817.253906
	Iteration 2F: 3 clusters Score -1995305 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1995591.500000 Penalty: 4817.253906
	Iteration 3Q: 3 clusters Score -1995592 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1995860.875000 Penalty: 4817.253906
	Iteration 4Q: 3 clusters Score -1995861 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1996191.625000 Penalty: 4817.253906
	Iteration 5Q: 3 clusters Score -1996192 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1996539.875000 Penalty: 4817.253906
	Iteration 6Q: 3 clusters Score -1996540 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1996958.750000 Penalty: 4817.253906
	Iteration 7Q: 3 clusters Score -1996959 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1997423.875000 Penalty: 4817.253906
	Iteration 8F: 3 clusters Score -1997424 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1997916.375000 Penalty: 4817.253906
	Iteration 9F: 3 clusters Score -1997916 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1998450.875000 Penalty: 4817.253906
	Iteration 10F: 3 clusters Score -1998451 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1998948.875000 Penalty: 4817.253906
	Iteration 11Q: 3 clusters Score -1998949 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1999458.000000 Penalty: 4817.253906
	Iteration 12Q: 3 clusters Score -1999458 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1999921.625000 Penalty: 4817.253906
	Iteration 13Q: 3 clusters Score -1999922 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -2000242.750000 Penalty: 4817.253906
	Iteration 14Q: 3 clusters Score -2000243 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -2000439.375000 Penalty: 4817.253906
	Iteration 15Q: 3 clusters Score -2000439 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -2000528.750000 Penalty: 4817.253906
	Iteration 16Q: 3 clusters Score -2000529 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -2000581.625000 Penalty: 4817.253906
	Iteration 17Q: 3 clusters Score -2000582 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -2000617.625000 Penalty: 4817.253906
	Iteration 18Q: 3 clusters Score -2000618 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -2000655.625000 Penalty: 4817.253906
	Iteration 19Q: 3 clusters Score -2000656 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -2000672.000000 Penalty: 4817.253906
	Iteration 20F: 3 clusters Score -2000672 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -2000701.750000 Penalty: 4817.253906
	Iteration 21Q: 3 clusters Score -2000702 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -2000720.250000 Penalty: 4817.253906
	Iteration 22Q: 3 clusters Score -2000720 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -2000741.000000 Penalty: 4817.253906
	Iteration 23Q: 3 clusters Score -2000741 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -2000763.750000 Penalty: 4817.253906
	Iteration 24Q: 3 clusters Score -2000764 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -2000787.750000 Penalty: 4817.253906
	Iteration 25Q: 3 clusters Score -2000788 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -2000798.000000 Penalty: 4817.253906
	Iteration 26Q: 3 clusters Score -2000798 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -2000811.875000 Penalty: 4817.253906
	Iteration 27Q: 3 clusters Score -2000812 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -2000824.500000 Penalty: 4817.253906
	Iteration 28Q: 3 clusters Score -2000824 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -2000830.250000 Penalty: 4817.253906
	Iteration 29Q: 3 clusters Score -2000830 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -2000842.000000 Penalty: 4817.253906
	Iteration 30Q: 3 clusters Score -2000842 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -2000849.250000 Penalty: 4817.253906
	Iteration 31Q: 3 clusters Score -2000849 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -2000855.000000 Penalty: 4817.253906
	Iteration 32Q: 3 clusters Score -2000855 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -2000868.625000 Penalty: 4817.253906
	Iteration 33Q: 3 clusters Score -2000869 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -2000876.625000 Penalty: 4817.253906
	Iteration 34Q: 3 clusters Score -2000877 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -2000886.125000 Penalty: 4817.253906
	Iteration 35Q: 3 clusters Score -2000886 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -2000900.000000 Penalty: 4817.253906
	Iteration 36Q: 3 clusters Score -2000900 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -2000902.500000 Penalty: 4817.253906
	Iteration 37Q: 3 clusters Score -2000902 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -2000921.375000 Penalty: 4817.253906
	Iteration 38Q: 3 clusters Score -2000921 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -2000931.875000 Penalty: 4817.253906
	Iteration 39Q: 3 clusters Score -2000932 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -2000934.875000 Penalty: 4817.253906
	Iteration 40F: 3 clusters Score -2000935 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -2000946.875000 Penalty: 4817.253906
	Iteration 41Q: 3 clusters Score -2000947 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -2000958.750000 Penalty: 4817.253906
	Iteration 42Q: 3 clusters Score -2000959 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -2000965.625000 Penalty: 4817.253906
	Iteration 43Q: 3 clusters Score -2000966 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -2000966.375000 Penalty: 4817.253906
	Iteration 44Q: 3 clusters Score -2000966 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -2000975.375000 Penalty: 4817.253906
	Iteration 45Q: 3 clusters Score -2000975 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -2000983.625000 Penalty: 4817.253906
	Iteration 46Q: 3 clusters Score -2000984 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -2000986.000000 Penalty: 4817.253906
	Iteration 47Q: 3 clusters Score -2000986 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -2000988.500000 Penalty: 4817.253906
	Iteration 48Q: 3 clusters Score -2000988 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -2000994.750000 Penalty: 4817.253906
	Iteration 49Q: 3 clusters Score -2000995 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -2000996.625000 Penalty: 4817.253906
	Iteration 50Q: 3 clusters Score -2000997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -2000997.625000 Penalty: 4817.253906
	Iteration 51Q: 3 clusters Score -2000998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -2000991.000000 Penalty: 4817.253906
	Iteration 52Q: 3 clusters Score -2000991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -2000995.625000 Penalty: 4817.253906
	Iteration 53Q: 3 clusters Score -2000996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -2000995.875000 Penalty: 4817.253906
	Iteration 54Q: 3 clusters Score -2000996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -2000995.125000 Penalty: 4817.253906
	Iteration 55Q: 3 clusters Score -2000995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -2000997.625000 Penalty: 4817.253906
	Iteration 56Q: 3 clusters Score -2000998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -2000998.000000 Penalty: 4817.253906
	Iteration 57Q: 3 clusters Score -2000998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -2000997.500000 Penalty: 4817.253906
	Iteration 58Q: 3 clusters Score -2000998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -2000998.250000 Penalty: 4817.253906
	Iteration 59Q: 3 clusters Score -2000998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -2000999.625000 Penalty: 4817.253906
	Iteration 60F: 3 clusters Score -2001000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -2000997.625000 Penalty: 4817.253906
	Iteration 61Q: 3 clusters Score -2000998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -2000999.250000 Penalty: 4817.253906
	Iteration 62Q: 3 clusters Score -2000999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -2001000.000000 Penalty: 4817.253906
	Iteration 63Q: 3 clusters Score -2001000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -2001000.125000 Penalty: 4817.253906
	Iteration 64Q: 3 clusters Score -2001000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -2001004.375000 Penalty: 4817.253906
	Iteration 65Q: 3 clusters Score -2001004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -2001006.500000 Penalty: 4817.253906
	Iteration 66Q: 3 clusters Score -2001006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -2001005.750000 Penalty: 4817.253906
	Iteration 67Q: 3 clusters Score -2001006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -2001007.625000 Penalty: 4817.253906
	Iteration 68Q: 3 clusters Score -2001008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -2001010.375000 Penalty: 4817.253906
	Iteration 69Q: 3 clusters Score -2001010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -2001014.250000 Penalty: 4817.253906
	Iteration 70Q: 3 clusters Score -2001014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -2001016.125000 Penalty: 4817.253906
	Iteration 71Q: 3 clusters Score -2001016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -2001016.625000 Penalty: 4817.253906
	Iteration 72Q: 3 clusters Score -2001017 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -2001020.500000 Penalty: 4817.253906
	Iteration 73Q: 3 clusters Score -2001020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -2001018.875000 Penalty: 4817.253906
	Iteration 74Q: 3 clusters Score -2001019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -2001018.625000 Penalty: 4817.253906
	Iteration 75Q: 3 clusters Score -2001019 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -2001020.750000 Penalty: 4817.253906
	Iteration 76Q: 3 clusters Score -2001021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -2001020.250000 Penalty: 4817.253906
	Iteration 77Q: 3 clusters Score -2001020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -2001022.750000 Penalty: 4817.253906
	Iteration 78Q: 3 clusters Score -2001023 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -2001027.875000 Penalty: 4817.253906
	Iteration 79Q: 3 clusters Score -2001028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -2001027.000000 Penalty: 4817.253906
	Iteration 80F: 3 clusters Score -2001027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -2001028.875000 Penalty: 4817.253906
	Iteration 81Q: 3 clusters Score -2001029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -2001033.500000 Penalty: 4817.253906
	Iteration 82Q: 3 clusters Score -2001034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -2001039.000000 Penalty: 4817.253906
	Iteration 83Q: 3 clusters Score -2001039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -2001036.000000 Penalty: 4817.253906
	Iteration 84Q: 3 clusters Score -2001036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -2001036.375000 Penalty: 4817.253906
	Iteration 85Q: 3 clusters Score -2001036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2001037.625000 Penalty: 4817.253906
	Iteration 86Q: 3 clusters Score -2001038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2001037.625000 Penalty: 4817.253906
	Iteration 87F: 3 clusters Score -2001038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (83467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83467 members 
Entering Unmasked Estep 
Score: -10194403.000000 Penalty: 2810.387207
	Iteration 0F: 2 clusters Score -1.01944e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 41620 members 
Entering Unmasked Estep 
Score: -10138395.000000 Penalty: 5620.774414
	Iteration 0F: 3 clusters Score -1.01384e+07 nChanged 39200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43067 members 
Mstep: Class 2 contains 40400 members 
Entering Unmasked Estep 
Score: -10160472.000000 Penalty: 5620.774414
	Iteration 1F: 3 clusters Score -1.016047e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43756 members 
Mstep: Class 2 contains 39711 members 
Entering Unmasked Estep 
Score: -10161049.000000 Penalty: 5620.774414
	Iteration 2Q: 3 clusters Score -1.016105e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44713 members 
Mstep: Class 2 contains 38754 members 
Entering Unmasked Estep 
Score: -10161753.000000 Penalty: 5620.774414
	Iteration 3Q: 3 clusters Score -1.016175e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46049 members 
Mstep: Class 2 contains 37418 members 
Entering Unmasked Estep 
Score: -10162561.000000 Penalty: 5620.774414
	Iteration 4Q: 3 clusters Score -1.016256e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47952 members 
Mstep: Class 2 contains 35515 members 
Entering Unmasked Estep 
Score: -10163432.000000 Penalty: 5620.774414
	Iteration 5Q: 3 clusters Score -1.016343e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50678 members 
Mstep: Class 2 contains 32789 members 
Entering Unmasked Estep 
Score: -10164904.000000 Penalty: 5620.774414
	Iteration 6Q: 3 clusters Score -1.01649e+07 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54602 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -10167184.000000 Penalty: 5620.774414
	Iteration 7F: 3 clusters Score -1.016718e+07 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59786 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -10170808.000000 Penalty: 5620.774414
	Iteration 8F: 3 clusters Score -1.017081e+07 nChanged 6368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66122 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -10176020.000000 Penalty: 5620.774414
	Iteration 9F: 3 clusters Score -1.017602e+07 nChanged 6714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72828 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -10182185.000000 Penalty: 5620.774414
	Iteration 10F: 3 clusters Score -1.018218e+07 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78247 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -10187343.000000 Penalty: 5620.774414
	Iteration 11F: 3 clusters Score -1.018734e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81265 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -10190192.000000 Penalty: 5620.774414
	Iteration 12Q: 3 clusters Score -1.019019e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82532 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -10191269.000000 Penalty: 5620.774414
	Iteration 13Q: 3 clusters Score -1.019127e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82952 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -10191634.000000 Penalty: 5620.774414
	Iteration 14Q: 3 clusters Score -1.019163e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83081 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -10191786.000000 Penalty: 5620.774414
	Iteration 15Q: 3 clusters Score -1.019179e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83126 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -10191877.000000 Penalty: 5620.774414
	Iteration 16Q: 3 clusters Score -1.019188e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83145 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -10191923.000000 Penalty: 5620.774414
	Iteration 17Q: 3 clusters Score -1.019192e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83162 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -10191960.000000 Penalty: 5620.774414
	Iteration 18Q: 3 clusters Score -1.019196e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83170 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -10191981.000000 Penalty: 5620.774414
	Iteration 19Q: 3 clusters Score -1.019198e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83176 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -10192010.000000 Penalty: 5620.774414
	Iteration 20F: 3 clusters Score -1.019201e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83181 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -10192017.000000 Penalty: 5620.774414
	Iteration 21Q: 3 clusters Score -1.019202e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83184 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -10192022.000000 Penalty: 5620.774414
	Iteration 22Q: 3 clusters Score -1.019202e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83186 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -10192034.000000 Penalty: 5620.774414
	Iteration 23Q: 3 clusters Score -1.019203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83187 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -10192034.000000 Penalty: 5620.774414
	Iteration 24Q: 3 clusters Score -1.019203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83186 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -10192031.000000 Penalty: 5620.774414
	Iteration 25Q: 3 clusters Score -1.019203e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83186 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -10192031.000000 Penalty: 5620.774414
	Iteration 26F: 3 clusters Score -1.019203e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (25566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Entering Unmasked Estep 
Score: -3065704.750000 Penalty: 2516.956543
	Iteration 0F: 2 clusters Score -3065705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -3048055.250000 Penalty: 5033.913086
	Iteration 0F: 3 clusters Score -3048055 nChanged 11489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -3054505.500000 Penalty: 5033.913086
	Iteration 1F: 3 clusters Score -3054506 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -3055171.500000 Penalty: 5033.913086
	Iteration 2F: 3 clusters Score -3055172 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -3055816.250000 Penalty: 5033.913086
	Iteration 3F: 3 clusters Score -3055816 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -3056471.250000 Penalty: 5033.913086
	Iteration 4F: 3 clusters Score -3056471 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -3057154.750000 Penalty: 5033.913086
	Iteration 5Q: 3 clusters Score -3057155 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -3057845.250000 Penalty: 5033.913086
	Iteration 6Q: 3 clusters Score -3057845 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -3058617.250000 Penalty: 5033.913086
	Iteration 7F: 3 clusters Score -3058617 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -3059518.750000 Penalty: 5033.913086
	Iteration 8F: 3 clusters Score -3059519 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -3060429.250000 Penalty: 5033.913086
	Iteration 9F: 3 clusters Score -3060429 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -3061457.750000 Penalty: 5033.913086
	Iteration 10F: 3 clusters Score -3061458 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -3062340.500000 Penalty: 5033.913086
	Iteration 11F: 3 clusters Score -3062340 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -3062989.000000 Penalty: 5033.913086
	Iteration 12Q: 3 clusters Score -3062989 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -3063453.750000 Penalty: 5033.913086
	Iteration 13Q: 3 clusters Score -3063454 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -3063756.250000 Penalty: 5033.913086
	Iteration 14Q: 3 clusters Score -3063756 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -3064000.750000 Penalty: 5033.913086
	Iteration 15Q: 3 clusters Score -3064001 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -3064138.250000 Penalty: 5033.913086
	Iteration 16Q: 3 clusters Score -3064138 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -3064227.500000 Penalty: 5033.913086
	Iteration 17Q: 3 clusters Score -3064228 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -3064307.750000 Penalty: 5033.913086
	Iteration 18Q: 3 clusters Score -3064308 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -3064377.000000 Penalty: 5033.913086
	Iteration 19Q: 3 clusters Score -3064377 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -3064424.000000 Penalty: 5033.913086
	Iteration 20F: 3 clusters Score -3064424 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -3064474.000000 Penalty: 5033.913086
	Iteration 21Q: 3 clusters Score -3064474 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -3064507.250000 Penalty: 5033.913086
	Iteration 22Q: 3 clusters Score -3064507 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -3064543.250000 Penalty: 5033.913086
	Iteration 23Q: 3 clusters Score -3064543 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -3064573.000000 Penalty: 5033.913086
	Iteration 24Q: 3 clusters Score -3064573 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -3064582.500000 Penalty: 5033.913086
	Iteration 25Q: 3 clusters Score -3064582 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -3064608.000000 Penalty: 5033.913086
	Iteration 26Q: 3 clusters Score -3064608 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -3064632.500000 Penalty: 5033.913086
	Iteration 27Q: 3 clusters Score -3064632 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -3064645.250000 Penalty: 5033.913086
	Iteration 28Q: 3 clusters Score -3064645 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -3064647.250000 Penalty: 5033.913086
	Iteration 29Q: 3 clusters Score -3064647 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -3064666.750000 Penalty: 5033.913086
	Iteration 30Q: 3 clusters Score -3064667 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -3064686.000000 Penalty: 5033.913086
	Iteration 31Q: 3 clusters Score -3064686 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -3064703.250000 Penalty: 5033.913086
	Iteration 32Q: 3 clusters Score -3064703 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -3064705.500000 Penalty: 5033.913086
	Iteration 33Q: 3 clusters Score -3064706 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -3064706.750000 Penalty: 5033.913086
	Iteration 34Q: 3 clusters Score -3064707 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -3064725.250000 Penalty: 5033.913086
	Iteration 35Q: 3 clusters Score -3064725 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -3064739.000000 Penalty: 5033.913086
	Iteration 36Q: 3 clusters Score -3064739 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -3064741.750000 Penalty: 5033.913086
	Iteration 37Q: 3 clusters Score -3064742 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -3064747.750000 Penalty: 5033.913086
	Iteration 38Q: 3 clusters Score -3064748 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -3064759.250000 Penalty: 5033.913086
	Iteration 39Q: 3 clusters Score -3064759 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -3064771.250000 Penalty: 5033.913086
	Iteration 40F: 3 clusters Score -3064771 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -3064769.500000 Penalty: 5033.913086
	Iteration 41Q: 3 clusters Score -3064770 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -3064779.250000 Penalty: 5033.913086
	Iteration 42Q: 3 clusters Score -3064779 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -3064779.250000 Penalty: 5033.913086
	Iteration 43Q: 3 clusters Score -3064779 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -3064785.750000 Penalty: 5033.913086
	Iteration 44Q: 3 clusters Score -3064786 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -3064787.250000 Penalty: 5033.913086
	Iteration 45Q: 3 clusters Score -3064787 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -3064789.000000 Penalty: 5033.913086
	Iteration 46Q: 3 clusters Score -3064789 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -3064791.750000 Penalty: 5033.913086
	Iteration 47Q: 3 clusters Score -3064792 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -3064799.000000 Penalty: 5033.913086
	Iteration 48Q: 3 clusters Score -3064799 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -3064796.750000 Penalty: 5033.913086
	Iteration 49Q: 3 clusters Score -3064797 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -3064804.750000 Penalty: 5033.913086
	Iteration 50Q: 3 clusters Score -3064805 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -3064810.000000 Penalty: 5033.913086
	Iteration 51Q: 3 clusters Score -3064810 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -3064815.750000 Penalty: 5033.913086
	Iteration 52Q: 3 clusters Score -3064816 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -3064820.750000 Penalty: 5033.913086
	Iteration 53Q: 3 clusters Score -3064821 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -3064827.750000 Penalty: 5033.913086
	Iteration 54Q: 3 clusters Score -3064828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -3064827.000000 Penalty: 5033.913086
	Iteration 55Q: 3 clusters Score -3064827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -3064827.000000 Penalty: 5033.913086
	Iteration 56F: 3 clusters Score -3064827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (114178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114178 members 
Entering Unmasked Estep 
Score: -13931733.000000 Penalty: 2888.087402
	Iteration 0F: 2 clusters Score -1.393173e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57272 members 
Mstep: Class 2 contains 56906 members 
Entering Unmasked Estep 
Score: -13855765.000000 Penalty: 5776.174805
	Iteration 0F: 3 clusters Score -1.385576e+07 nChanged 54199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59169 members 
Mstep: Class 2 contains 55009 members 
Entering Unmasked Estep 
Score: -13886216.000000 Penalty: 5776.174805
	Iteration 1F: 3 clusters Score -1.388622e+07 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60647 members 
Mstep: Class 2 contains 53531 members 
Entering Unmasked Estep 
Score: -13887267.000000 Penalty: 5776.174805
	Iteration 2Q: 3 clusters Score -1.388727e+07 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63032 members 
Mstep: Class 2 contains 51146 members 
Entering Unmasked Estep 
Score: -13888621.000000 Penalty: 5776.174805
	Iteration 3Q: 3 clusters Score -1.388862e+07 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66849 members 
Mstep: Class 2 contains 47329 members 
Entering Unmasked Estep 
Score: -13890803.000000 Penalty: 5776.174805
	Iteration 4Q: 3 clusters Score -1.38908e+07 nChanged 7013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72610 members 
Mstep: Class 2 contains 41568 members 
Entering Unmasked Estep 
Score: -13894923.000000 Penalty: 5776.174805
	Iteration 5F: 3 clusters Score -1.389492e+07 nChanged 8954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80230 members 
Mstep: Class 2 contains 33948 members 
Entering Unmasked Estep 
Score: -13901520.000000 Penalty: 5776.174805
	Iteration 6F: 3 clusters Score -1.390152e+07 nChanged 9393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88465 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -13909252.000000 Penalty: 5776.174805
	Iteration 7F: 3 clusters Score -1.390925e+07 nChanged 8124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95603 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -13915752.000000 Penalty: 5776.174805
	Iteration 8F: 3 clusters Score -1.391575e+07 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100911 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -13920233.000000 Penalty: 5776.174805
	Iteration 9F: 3 clusters Score -1.392023e+07 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104710 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -13923240.000000 Penalty: 5776.174805
	Iteration 10Q: 3 clusters Score -1.392324e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107363 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -13925246.000000 Penalty: 5776.174805
	Iteration 11Q: 3 clusters Score -1.392525e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109117 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -13926648.000000 Penalty: 5776.174805
	Iteration 12Q: 3 clusters Score -1.392665e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110334 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -13927647.000000 Penalty: 5776.174805
	Iteration 13Q: 3 clusters Score -1.392765e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111068 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -13928360.000000 Penalty: 5776.174805
	Iteration 14Q: 3 clusters Score -1.392836e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111504 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -13928949.000000 Penalty: 5776.174805
	Iteration 15Q: 3 clusters Score -1.392895e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111718 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -13929285.000000 Penalty: 5776.174805
	Iteration 16Q: 3 clusters Score -1.392928e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111820 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -13929511.000000 Penalty: 5776.174805
	Iteration 17Q: 3 clusters Score -1.392951e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111886 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -13929661.000000 Penalty: 5776.174805
	Iteration 18Q: 3 clusters Score -1.392966e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111934 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -13929720.000000 Penalty: 5776.174805
	Iteration 19Q: 3 clusters Score -1.392972e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111957 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -13929761.000000 Penalty: 5776.174805
	Iteration 20F: 3 clusters Score -1.392976e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111980 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -13929762.000000 Penalty: 5776.174805
	Iteration 21Q: 3 clusters Score -1.392976e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111991 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -13929757.000000 Penalty: 5776.174805
	Iteration 22Q: 3 clusters Score -1.392976e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111995 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -13929789.000000 Penalty: 5776.174805
	Iteration 23Q: 3 clusters Score -1.392979e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111995 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -13929785.000000 Penalty: 5776.174805
	Iteration 24Q: 3 clusters Score -1.392978e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112003 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -13929791.000000 Penalty: 5776.174805
	Iteration 25Q: 3 clusters Score -1.392979e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112004 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -13929820.000000 Penalty: 5776.174805
	Iteration 26Q: 3 clusters Score -1.392982e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112008 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -13929819.000000 Penalty: 5776.174805
	Iteration 27Q: 3 clusters Score -1.392982e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112011 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -13929836.000000 Penalty: 5776.174805
	Iteration 28Q: 3 clusters Score -1.392984e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112010 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -13929843.000000 Penalty: 5776.174805
	Iteration 29Q: 3 clusters Score -1.392984e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112012 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -13929833.000000 Penalty: 5776.174805
	Iteration 30Q: 3 clusters Score -1.392983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112014 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -13929840.000000 Penalty: 5776.174805
	Iteration 31Q: 3 clusters Score -1.392984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112016 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -13929842.000000 Penalty: 5776.174805
	Iteration 32Q: 3 clusters Score -1.392984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112014 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -13929843.000000 Penalty: 5776.174805
	Iteration 33Q: 3 clusters Score -1.392984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112012 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -13929838.000000 Penalty: 5776.174805
	Iteration 34Q: 3 clusters Score -1.392984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112011 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -13929846.000000 Penalty: 5776.174805
	Iteration 35Q: 3 clusters Score -1.392985e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112011 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -13929846.000000 Penalty: 5776.174805
	Iteration 36F: 3 clusters Score -1.392985e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44187 members 
Entering Unmasked Estep 
Score: -5349399.500000 Penalty: 2652.654053
	Iteration 0F: 2 clusters Score -5349400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -5319629.000000 Penalty: 5305.308105
	Iteration 0F: 3 clusters Score -5319629 nChanged 20429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -5331264.000000 Penalty: 5305.308105
	Iteration 1F: 3 clusters Score -5331264 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -5332275.000000 Penalty: 5305.308105
	Iteration 2Q: 3 clusters Score -5332275 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -5333546.500000 Penalty: 5305.308105
	Iteration 3F: 3 clusters Score -5333546 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -5335155.500000 Penalty: 5305.308105
	Iteration 4F: 3 clusters Score -5335156 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -5337131.500000 Penalty: 5305.308105
	Iteration 5F: 3 clusters Score -5337132 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -5339237.000000 Penalty: 5305.308105
	Iteration 6F: 3 clusters Score -5339237 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -5341023.500000 Penalty: 5305.308105
	Iteration 7F: 3 clusters Score -5341024 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -5342292.000000 Penalty: 5305.308105
	Iteration 8F: 3 clusters Score -5342292 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -5343142.000000 Penalty: 5305.308105
	Iteration 9Q: 3 clusters Score -5343142 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -5343731.000000 Penalty: 5305.308105
	Iteration 10Q: 3 clusters Score -5343731 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 29546 members 
Entering Unmasked Estep 
Score: -5344168.500000 Penalty: 5305.308105
	Iteration 11Q: 3 clusters Score -5344168 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -5344593.500000 Penalty: 5305.308105
	Iteration 12Q: 3 clusters Score -5344594 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 31225 members 
Entering Unmasked Estep 
Score: -5345001.500000 Penalty: 5305.308105
	Iteration 13Q: 3 clusters Score -5345002 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -5345327.000000 Penalty: 5305.308105
	Iteration 14Q: 3 clusters Score -5345327 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 32732 members 
Entering Unmasked Estep 
Score: -5345656.000000 Penalty: 5305.308105
	Iteration 15Q: 3 clusters Score -5345656 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 33462 members 
Entering Unmasked Estep 
Score: -5345995.000000 Penalty: 5305.308105
	Iteration 16Q: 3 clusters Score -5345995 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 34159 members 
Entering Unmasked Estep 
Score: -5346324.000000 Penalty: 5305.308105
	Iteration 17Q: 3 clusters Score -5346324 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -5346589.500000 Penalty: 5305.308105
	Iteration 18Q: 3 clusters Score -5346590 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 35443 members 
Entering Unmasked Estep 
Score: -5346859.000000 Penalty: 5305.308105
	Iteration 19Q: 3 clusters Score -5346859 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 36038 members 
Entering Unmasked Estep 
Score: -5347088.000000 Penalty: 5305.308105
	Iteration 20F: 3 clusters Score -5347088 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 36562 members 
Entering Unmasked Estep 
Score: -5347244.500000 Penalty: 5305.308105
	Iteration 21Q: 3 clusters Score -5347244 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 37056 members 
Entering Unmasked Estep 
Score: -5347420.500000 Penalty: 5305.308105
	Iteration 22Q: 3 clusters Score -5347420 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 37514 members 
Entering Unmasked Estep 
Score: -5347565.500000 Penalty: 5305.308105
	Iteration 23Q: 3 clusters Score -5347566 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 37923 members 
Entering Unmasked Estep 
Score: -5347693.500000 Penalty: 5305.308105
	Iteration 24Q: 3 clusters Score -5347694 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 38306 members 
Entering Unmasked Estep 
Score: -5347817.000000 Penalty: 5305.308105
	Iteration 25Q: 3 clusters Score -5347817 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 38648 members 
Entering Unmasked Estep 
Score: -5347909.500000 Penalty: 5305.308105
	Iteration 26Q: 3 clusters Score -5347910 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
Score: -5347987.000000 Penalty: 5305.308105
	Iteration 27Q: 3 clusters Score -5347987 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 39227 members 
Entering Unmasked Estep 
Score: -5348063.000000 Penalty: 5305.308105
	Iteration 28Q: 3 clusters Score -5348063 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -5348132.500000 Penalty: 5305.308105
	Iteration 29Q: 3 clusters Score -5348132 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -5348195.000000 Penalty: 5305.308105
	Iteration 30Q: 3 clusters Score -5348195 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 39959 members 
Entering Unmasked Estep 
Score: -5348275.000000 Penalty: 5305.308105
	Iteration 31Q: 3 clusters Score -5348275 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 40198 members 
Entering Unmasked Estep 
Score: -5348342.500000 Penalty: 5305.308105
	Iteration 32Q: 3 clusters Score -5348342 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 40436 members 
Entering Unmasked Estep 
Score: -5348457.500000 Penalty: 5305.308105
	Iteration 33Q: 3 clusters Score -5348458 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 40659 members 
Entering Unmasked Estep 
Score: -5348564.500000 Penalty: 5305.308105
	Iteration 34Q: 3 clusters Score -5348564 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
Score: -5348643.000000 Penalty: 5305.308105
	Iteration 35Q: 3 clusters Score -5348643 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 40985 members 
Entering Unmasked Estep 
Score: -5348717.000000 Penalty: 5305.308105
	Iteration 36Q: 3 clusters Score -5348717 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 41132 members 
Entering Unmasked Estep 
Score: -5348800.000000 Penalty: 5305.308105
	Iteration 37Q: 3 clusters Score -5348800 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 41263 members 
Entering Unmasked Estep 
Score: -5348905.500000 Penalty: 5305.308105
	Iteration 38Q: 3 clusters Score -5348906 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 41378 members 
Entering Unmasked Estep 
Score: -5348992.000000 Penalty: 5305.308105
	Iteration 39Q: 3 clusters Score -5348992 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 41475 members 
Entering Unmasked Estep 
Score: -5349035.000000 Penalty: 5305.308105
	Iteration 40F: 3 clusters Score -5349035 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 41559 members 
Entering Unmasked Estep 
Score: -5349069.500000 Penalty: 5305.308105
	Iteration 41Q: 3 clusters Score -5349070 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 41614 members 
Entering Unmasked Estep 
Score: -5349083.000000 Penalty: 5305.308105
	Iteration 42Q: 3 clusters Score -5349083 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 41661 members 
Entering Unmasked Estep 
Score: -5349104.500000 Penalty: 5305.308105
	Iteration 43Q: 3 clusters Score -5349104 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 41699 members 
Entering Unmasked Estep 
Score: -5349116.000000 Penalty: 5305.308105
	Iteration 44Q: 3 clusters Score -5349116 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 41727 members 
Entering Unmasked Estep 
Score: -5349120.000000 Penalty: 5305.308105
	Iteration 45Q: 3 clusters Score -5349120 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 41752 members 
Entering Unmasked Estep 
Score: -5349132.500000 Penalty: 5305.308105
	Iteration 46Q: 3 clusters Score -5349132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 41770 members 
Entering Unmasked Estep 
Score: -5349141.000000 Penalty: 5305.308105
	Iteration 47Q: 3 clusters Score -5349141 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 41792 members 
Entering Unmasked Estep 
Score: -5349141.500000 Penalty: 5305.308105
	Iteration 48Q: 3 clusters Score -5349142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 41813 members 
Entering Unmasked Estep 
Score: -5349144.500000 Penalty: 5305.308105
	Iteration 49Q: 3 clusters Score -5349144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 41824 members 
Entering Unmasked Estep 
Score: -5349146.500000 Penalty: 5305.308105
	Iteration 50Q: 3 clusters Score -5349146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 41838 members 
Entering Unmasked Estep 
Score: -5349149.500000 Penalty: 5305.308105
	Iteration 51Q: 3 clusters Score -5349150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 41848 members 
Entering Unmasked Estep 
Score: -5349156.000000 Penalty: 5305.308105
	Iteration 52Q: 3 clusters Score -5349156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 41856 members 
Entering Unmasked Estep 
Score: -5349156.000000 Penalty: 5305.308105
	Iteration 53Q: 3 clusters Score -5349156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 41858 members 
Entering Unmasked Estep 
Score: -5349153.000000 Penalty: 5305.308105
	Iteration 54Q: 3 clusters Score -5349153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 41861 members 
Entering Unmasked Estep 
Score: -5349160.000000 Penalty: 5305.308105
	Iteration 55Q: 3 clusters Score -5349160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 41863 members 
Entering Unmasked Estep 
Score: -5349160.500000 Penalty: 5305.308105
	Iteration 56Q: 3 clusters Score -5349160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -5349157.500000 Penalty: 5305.308105
	Iteration 57Q: 3 clusters Score -5349158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -5349157.500000 Penalty: 5305.308105
	Iteration 58F: 3 clusters Score -5349158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (53054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53054 members 
Entering Unmasked Estep 
Score: -5952104.500000 Penalty: 2698.008301
	Iteration 0F: 2 clusters Score -5952104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -5916273.500000 Penalty: 5396.016602
	Iteration 0F: 3 clusters Score -5916274 nChanged 24616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -5930623.000000 Penalty: 5396.016602
	Iteration 1F: 3 clusters Score -5930623 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -5931743.500000 Penalty: 5396.016602
	Iteration 2Q: 3 clusters Score -5931744 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -5933163.500000 Penalty: 5396.016602
	Iteration 3F: 3 clusters Score -5933164 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30386 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -5934884.500000 Penalty: 5396.016602
	Iteration 4F: 3 clusters Score -5934884 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31848 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -5936826.000000 Penalty: 5396.016602
	Iteration 5F: 3 clusters Score -5936826 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33728 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -5938892.500000 Penalty: 5396.016602
	Iteration 6F: 3 clusters Score -5938892 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -5940985.500000 Penalty: 5396.016602
	Iteration 7F: 3 clusters Score -5940986 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38314 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -5942947.000000 Penalty: 5396.016602
	Iteration 8F: 3 clusters Score -5942947 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40760 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -5944694.500000 Penalty: 5396.016602
	Iteration 9Q: 3 clusters Score -5944694 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43053 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -5946216.500000 Penalty: 5396.016602
	Iteration 10Q: 3 clusters Score -5946216 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45044 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -5947436.500000 Penalty: 5396.016602
	Iteration 11Q: 3 clusters Score -5947436 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46678 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -5948455.000000 Penalty: 5396.016602
	Iteration 12Q: 3 clusters Score -5948455 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48004 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -5949292.500000 Penalty: 5396.016602
	Iteration 13Q: 3 clusters Score -5949292 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48993 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -5949843.000000 Penalty: 5396.016602
	Iteration 14Q: 3 clusters Score -5949843 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49660 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -5950185.000000 Penalty: 5396.016602
	Iteration 15Q: 3 clusters Score -5950185 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50124 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -5950415.000000 Penalty: 5396.016602
	Iteration 16Q: 3 clusters Score -5950415 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50431 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -5950527.500000 Penalty: 5396.016602
	Iteration 17Q: 3 clusters Score -5950528 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50627 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -5950561.500000 Penalty: 5396.016602
	Iteration 18Q: 3 clusters Score -5950562 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50778 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -5950619.000000 Penalty: 5396.016602
	Iteration 19Q: 3 clusters Score -5950619 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50895 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -5950679.000000 Penalty: 5396.016602
	Iteration 20F: 3 clusters Score -5950679 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50993 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -5950716.500000 Penalty: 5396.016602
	Iteration 21Q: 3 clusters Score -5950716 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51077 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -5950737.000000 Penalty: 5396.016602
	Iteration 22Q: 3 clusters Score -5950737 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51140 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -5950772.000000 Penalty: 5396.016602
	Iteration 23Q: 3 clusters Score -5950772 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51185 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -5950780.500000 Penalty: 5396.016602
	Iteration 24Q: 3 clusters Score -5950780 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51226 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -5950771.500000 Penalty: 5396.016602
	Iteration 25Q: 3 clusters Score -5950772 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51254 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -5950798.500000 Penalty: 5396.016602
	Iteration 26Q: 3 clusters Score -5950798 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51279 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -5950790.500000 Penalty: 5396.016602
	Iteration 27Q: 3 clusters Score -5950790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51288 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -5950795.500000 Penalty: 5396.016602
	Iteration 28Q: 3 clusters Score -5950796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51296 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -5950803.500000 Penalty: 5396.016602
	Iteration 29Q: 3 clusters Score -5950804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51300 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -5950803.500000 Penalty: 5396.016602
	Iteration 30Q: 3 clusters Score -5950804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51309 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -5950800.000000 Penalty: 5396.016602
	Iteration 31Q: 3 clusters Score -5950800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51316 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -5950799.000000 Penalty: 5396.016602
	Iteration 32Q: 3 clusters Score -5950799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51324 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -5950799.500000 Penalty: 5396.016602
	Iteration 33Q: 3 clusters Score -5950800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51328 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -5950803.000000 Penalty: 5396.016602
	Iteration 34Q: 3 clusters Score -5950803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51333 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -5950799.000000 Penalty: 5396.016602
	Iteration 35Q: 3 clusters Score -5950799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51338 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -5950806.500000 Penalty: 5396.016602
	Iteration 36Q: 3 clusters Score -5950806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51342 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -5950806.000000 Penalty: 5396.016602
	Iteration 37Q: 3 clusters Score -5950806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51342 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -5950807.000000 Penalty: 5396.016602
	Iteration 38Q: 3 clusters Score -5950807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51342 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -5950807.000000 Penalty: 5396.016602
	Iteration 39F: 3 clusters Score -5950807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Entering Unmasked Estep 
Score: -1202282.125000 Penalty: 2299.549316
	Iteration 0F: 2 clusters Score -1202282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1194242.750000 Penalty: 4599.098633
	Iteration 0F: 3 clusters Score -1194243 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1196628.250000 Penalty: 4599.098633
	Iteration 1F: 3 clusters Score -1196628 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1197011.625000 Penalty: 4599.098633
	Iteration 2F: 3 clusters Score -1197012 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1197355.500000 Penalty: 4599.098633
	Iteration 3F: 3 clusters Score -1197356 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1197767.875000 Penalty: 4599.098633
	Iteration 4F: 3 clusters Score -1197768 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1198301.625000 Penalty: 4599.098633
	Iteration 5F: 3 clusters Score -1198302 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1199024.375000 Penalty: 4599.098633
	Iteration 6F: 3 clusters Score -1199024 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1199990.000000 Penalty: 4599.098633
	Iteration 7F: 3 clusters Score -1199990 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1200920.250000 Penalty: 4599.098633
	Iteration 8F: 3 clusters Score -1200920 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1201650.375000 Penalty: 4599.098633
	Iteration 9F: 3 clusters Score -1201650 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1202047.000000 Penalty: 4599.098633
	Iteration 10Q: 3 clusters Score -1202047 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1202176.500000 Penalty: 4599.098633
	Iteration 11Q: 3 clusters Score -1202176 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1202216.000000 Penalty: 4599.098633
	Iteration 12Q: 3 clusters Score -1202216 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1202227.750000 Penalty: 4599.098633
	Iteration 13Q: 3 clusters Score -1202228 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1202232.875000 Penalty: 4599.098633
	Iteration 14Q: 3 clusters Score -1202233 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1202236.875000 Penalty: 4599.098633
	Iteration 15Q: 3 clusters Score -1202237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1202237.875000 Penalty: 4599.098633
	Iteration 16Q: 3 clusters Score -1202238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1202239.125000 Penalty: 4599.098633
	Iteration 17Q: 3 clusters Score -1202239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1202240.000000 Penalty: 4599.098633
	Iteration 18Q: 3 clusters Score -1202240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1202240.000000 Penalty: 4599.098633
	Iteration 19F: 3 clusters Score -1202240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (29259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Entering Unmasked Estep 
Score: -3568759.500000 Penalty: 2550.417725
	Iteration 0F: 2 clusters Score -3568760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -3548771.750000 Penalty: 5100.835449
	Iteration 0F: 3 clusters Score -3548772 nChanged 13053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -3555840.000000 Penalty: 5100.835449
	Iteration 1F: 3 clusters Score -3555840 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -3556345.750000 Penalty: 5100.835449
	Iteration 2Q: 3 clusters Score -3556346 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -3556894.250000 Penalty: 5100.835449
	Iteration 3Q: 3 clusters Score -3556894 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -3557605.000000 Penalty: 5100.835449
	Iteration 4Q: 3 clusters Score -3557605 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -3558687.250000 Penalty: 5100.835449
	Iteration 5F: 3 clusters Score -3558687 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -3560193.250000 Penalty: 5100.835449
	Iteration 6F: 3 clusters Score -3560193 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -3562059.250000 Penalty: 5100.835449
	Iteration 7F: 3 clusters Score -3562059 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -3563987.000000 Penalty: 5100.835449
	Iteration 8F: 3 clusters Score -3563987 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 24787 members 
Entering Unmasked Estep 
Score: -3565633.000000 Penalty: 5100.835449
	Iteration 9F: 3 clusters Score -3565633 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -3566730.250000 Penalty: 5100.835449
	Iteration 10Q: 3 clusters Score -3566730 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 26773 members 
Entering Unmasked Estep 
Score: -3567377.000000 Penalty: 5100.835449
	Iteration 11Q: 3 clusters Score -3567377 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -3567743.000000 Penalty: 5100.835449
	Iteration 12Q: 3 clusters Score -3567743 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -3567917.750000 Penalty: 5100.835449
	Iteration 13Q: 3 clusters Score -3567918 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -3568020.500000 Penalty: 5100.835449
	Iteration 14Q: 3 clusters Score -3568020 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 27897 members 
Entering Unmasked Estep 
Score: -3568071.000000 Penalty: 5100.835449
	Iteration 15Q: 3 clusters Score -3568071 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -3568113.250000 Penalty: 5100.835449
	Iteration 16Q: 3 clusters Score -3568113 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -3568136.500000 Penalty: 5100.835449
	Iteration 17Q: 3 clusters Score -3568136 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -3568152.250000 Penalty: 5100.835449
	Iteration 18Q: 3 clusters Score -3568152 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -3568167.750000 Penalty: 5100.835449
	Iteration 19Q: 3 clusters Score -3568168 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -3568175.000000 Penalty: 5100.835449
	Iteration 20F: 3 clusters Score -3568175 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -3568176.500000 Penalty: 5100.835449
	Iteration 21Q: 3 clusters Score -3568176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 28157 members 
Entering Unmasked Estep 
Score: -3568180.750000 Penalty: 5100.835449
	Iteration 22Q: 3 clusters Score -3568181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -3568178.000000 Penalty: 5100.835449
	Iteration 23Q: 3 clusters Score -3568178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 28170 members 
Entering Unmasked Estep 
Score: -3568188.250000 Penalty: 5100.835449
	Iteration 24Q: 3 clusters Score -3568188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -3568189.000000 Penalty: 5100.835449
	Iteration 25Q: 3 clusters Score -3568189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -3568190.500000 Penalty: 5100.835449
	Iteration 26Q: 3 clusters Score -3568190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -3568191.250000 Penalty: 5100.835449
	Iteration 27Q: 3 clusters Score -3568191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -3568188.750000 Penalty: 5100.835449
	Iteration 28Q: 3 clusters Score -3568189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
Score: -3568193.250000 Penalty: 5100.835449
	Iteration 29Q: 3 clusters Score -3568193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -3568198.000000 Penalty: 5100.835449
	Iteration 30Q: 3 clusters Score -3568198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -3568201.500000 Penalty: 5100.835449
	Iteration 31Q: 3 clusters Score -3568202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 28211 members 
Entering Unmasked Estep 
Score: -3568205.000000 Penalty: 5100.835449
	Iteration 32Q: 3 clusters Score -3568205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -3568202.750000 Penalty: 5100.835449
	Iteration 33Q: 3 clusters Score -3568203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 28224 members 
Entering Unmasked Estep 
Score: -3568209.000000 Penalty: 5100.835449
	Iteration 34Q: 3 clusters Score -3568209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -3568218.000000 Penalty: 5100.835449
	Iteration 35Q: 3 clusters Score -3568218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -3568217.000000 Penalty: 5100.835449
	Iteration 36Q: 3 clusters Score -3568217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -3568214.500000 Penalty: 5100.835449
	Iteration 37Q: 3 clusters Score -3568214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -3568219.750000 Penalty: 5100.835449
	Iteration 38Q: 3 clusters Score -3568220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -3568228.250000 Penalty: 5100.835449
	Iteration 39Q: 3 clusters Score -3568228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -3568230.250000 Penalty: 5100.835449
	Iteration 40F: 3 clusters Score -3568230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 28262 members 
Entering Unmasked Estep 
Score: -3568234.250000 Penalty: 5100.835449
	Iteration 41Q: 3 clusters Score -3568234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 28264 members 
Entering Unmasked Estep 
Score: -3568238.250000 Penalty: 5100.835449
	Iteration 42Q: 3 clusters Score -3568238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -3568234.500000 Penalty: 5100.835449
	Iteration 43Q: 3 clusters Score -3568234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 28266 members 
Entering Unmasked Estep 
Score: -3568232.500000 Penalty: 5100.835449
	Iteration 44Q: 3 clusters Score -3568232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 28266 members 
Entering Unmasked Estep 
Score: -3568232.500000 Penalty: 5100.835449
	Iteration 45F: 3 clusters Score -3568232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Entering Unmasked Estep 
Score: -31677.947266 Penalty: 1444.848022
	Iteration 0F: 2 clusters Score -31677.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -30473.353516 Penalty: 2889.696045
	Iteration 0F: 3 clusters Score -30473.35 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -30680.111328 Penalty: 2889.696045
	Iteration 1F: 3 clusters Score -30680.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -30742.060547 Penalty: 2889.696045
	Iteration 2Q: 3 clusters Score -30742.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -30780.052734 Penalty: 2889.696045
	Iteration 3Q: 3 clusters Score -30780.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -30816.556641 Penalty: 2889.696045
	Iteration 4Q: 3 clusters Score -30816.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -30899.515625 Penalty: 2889.696045
	Iteration 5Q: 3 clusters Score -30899.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -30968.103516 Penalty: 2889.696045
	Iteration 6Q: 3 clusters Score -30968.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -31039.429688 Penalty: 2889.696045
	Iteration 7Q: 3 clusters Score -31039.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -31086.595703 Penalty: 2889.696045
	Iteration 8Q: 3 clusters Score -31086.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -31089.919922 Penalty: 2889.696045
	Iteration 9Q: 3 clusters Score -31089.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -31092.548828 Penalty: 2889.696045
	Iteration 10Q: 3 clusters Score -31092.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31097.263672 Penalty: 2889.696045
	Iteration 11Q: 3 clusters Score -31097.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -31120.179688 Penalty: 2889.696045
	Iteration 12Q: 3 clusters Score -31120.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -31128.142578 Penalty: 2889.696045
	Iteration 13Q: 3 clusters Score -31128.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -31135.123047 Penalty: 2889.696045
	Iteration 14Q: 3 clusters Score -31135.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -31145.832031 Penalty: 2889.696045
	Iteration 15Q: 3 clusters Score -31145.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -31155.001953 Penalty: 2889.696045
	Iteration 16Q: 3 clusters Score -31155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -31165.919922 Penalty: 2889.696045
	Iteration 17Q: 3 clusters Score -31165.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -31183.390625 Penalty: 2889.696045
	Iteration 18Q: 3 clusters Score -31183.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -31233.406250 Penalty: 2889.696045
	Iteration 19Q: 3 clusters Score -31233.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -31281.480469 Penalty: 2889.696045
	Iteration 20F: 3 clusters Score -31281.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -31317.667969 Penalty: 2889.696045
	Iteration 21Q: 3 clusters Score -31317.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31328.080078 Penalty: 2889.696045
	Iteration 22Q: 3 clusters Score -31328.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31328.080078 Penalty: 2889.696045
	Iteration 23F: 3 clusters Score -31328.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (12868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Entering Unmasked Estep 
Score: -1549109.375000 Penalty: 2346.699707
	Iteration 0F: 2 clusters Score -1549109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1539614.750000 Penalty: 4693.399414
	Iteration 0F: 3 clusters Score -1539615 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1542620.125000 Penalty: 4693.399414
	Iteration 1F: 3 clusters Score -1542620 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1542988.375000 Penalty: 4693.399414
	Iteration 2F: 3 clusters Score -1542988 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1543320.375000 Penalty: 4693.399414
	Iteration 3F: 3 clusters Score -1543320 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1543630.000000 Penalty: 4693.399414
	Iteration 4Q: 3 clusters Score -1543630 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1543978.000000 Penalty: 4693.399414
	Iteration 5Q: 3 clusters Score -1543978 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1544343.375000 Penalty: 4693.399414
	Iteration 6Q: 3 clusters Score -1544343 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1544760.750000 Penalty: 4693.399414
	Iteration 7Q: 3 clusters Score -1544761 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1545234.000000 Penalty: 4693.399414
	Iteration 8F: 3 clusters Score -1545234 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1545675.000000 Penalty: 4693.399414
	Iteration 9Q: 3 clusters Score -1545675 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1546058.875000 Penalty: 4693.399414
	Iteration 10Q: 3 clusters Score -1546059 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1546348.750000 Penalty: 4693.399414
	Iteration 11Q: 3 clusters Score -1546349 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1546557.000000 Penalty: 4693.399414
	Iteration 12Q: 3 clusters Score -1546557 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1546714.375000 Penalty: 4693.399414
	Iteration 13Q: 3 clusters Score -1546714 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1546836.125000 Penalty: 4693.399414
	Iteration 14Q: 3 clusters Score -1546836 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1546904.750000 Penalty: 4693.399414
	Iteration 15Q: 3 clusters Score -1546905 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1546958.875000 Penalty: 4693.399414
	Iteration 16Q: 3 clusters Score -1546959 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1546999.000000 Penalty: 4693.399414
	Iteration 17Q: 3 clusters Score -1546999 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1547036.125000 Penalty: 4693.399414
	Iteration 18Q: 3 clusters Score -1547036 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1547070.875000 Penalty: 4693.399414
	Iteration 19Q: 3 clusters Score -1547071 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1547099.625000 Penalty: 4693.399414
	Iteration 20F: 3 clusters Score -1547100 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1547120.500000 Penalty: 4693.399414
	Iteration 21Q: 3 clusters Score -1547120 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1547131.500000 Penalty: 4693.399414
	Iteration 22Q: 3 clusters Score -1547132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1547136.500000 Penalty: 4693.399414
	Iteration 23Q: 3 clusters Score -1547136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1547139.500000 Penalty: 4693.399414
	Iteration 24Q: 3 clusters Score -1547140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1547142.125000 Penalty: 4693.399414
	Iteration 25Q: 3 clusters Score -1547142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1547145.625000 Penalty: 4693.399414
	Iteration 26Q: 3 clusters Score -1547146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1547147.875000 Penalty: 4693.399414
	Iteration 27Q: 3 clusters Score -1547148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1547149.625000 Penalty: 4693.399414
	Iteration 28Q: 3 clusters Score -1547150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1547149.750000 Penalty: 4693.399414
	Iteration 29Q: 3 clusters Score -1547150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1547149.750000 Penalty: 4693.399414
	Iteration 30F: 3 clusters Score -1547150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Entering Unmasked Estep 
Score: -1294685.375000 Penalty: 2309.710205
	Iteration 0F: 2 clusters Score -1294685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1286342.000000 Penalty: 4619.420410
	Iteration 0F: 3 clusters Score -1286342 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1288835.625000 Penalty: 4619.420410
	Iteration 1F: 3 clusters Score -1288836 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1289246.750000 Penalty: 4619.420410
	Iteration 2F: 3 clusters Score -1289247 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1289589.375000 Penalty: 4619.420410
	Iteration 3F: 3 clusters Score -1289589 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1289893.625000 Penalty: 4619.420410
	Iteration 4F: 3 clusters Score -1289894 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1290174.750000 Penalty: 4619.420410
	Iteration 5Q: 3 clusters Score -1290175 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1290443.375000 Penalty: 4619.420410
	Iteration 6Q: 3 clusters Score -1290443 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1290697.125000 Penalty: 4619.420410
	Iteration 7Q: 3 clusters Score -1290697 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1290911.375000 Penalty: 4619.420410
	Iteration 8Q: 3 clusters Score -1290911 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1291061.750000 Penalty: 4619.420410
	Iteration 9Q: 3 clusters Score -1291062 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1291176.625000 Penalty: 4619.420410
	Iteration 10Q: 3 clusters Score -1291177 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1291267.625000 Penalty: 4619.420410
	Iteration 11Q: 3 clusters Score -1291268 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1291341.875000 Penalty: 4619.420410
	Iteration 12Q: 3 clusters Score -1291342 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1291402.500000 Penalty: 4619.420410
	Iteration 13Q: 3 clusters Score -1291402 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1291454.625000 Penalty: 4619.420410
	Iteration 14Q: 3 clusters Score -1291455 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1291508.625000 Penalty: 4619.420410
	Iteration 15Q: 3 clusters Score -1291509 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1291539.250000 Penalty: 4619.420410
	Iteration 16Q: 3 clusters Score -1291539 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1291570.750000 Penalty: 4619.420410
	Iteration 17Q: 3 clusters Score -1291571 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1291604.250000 Penalty: 4619.420410
	Iteration 18Q: 3 clusters Score -1291604 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1291649.000000 Penalty: 4619.420410
	Iteration 19Q: 3 clusters Score -1291649 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1291698.625000 Penalty: 4619.420410
	Iteration 20F: 3 clusters Score -1291699 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1291760.750000 Penalty: 4619.420410
	Iteration 21Q: 3 clusters Score -1291761 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1291830.875000 Penalty: 4619.420410
	Iteration 22Q: 3 clusters Score -1291831 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1291928.375000 Penalty: 4619.420410
	Iteration 23Q: 3 clusters Score -1291928 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1292040.375000 Penalty: 4619.420410
	Iteration 24Q: 3 clusters Score -1292040 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1292145.500000 Penalty: 4619.420410
	Iteration 25Q: 3 clusters Score -1292146 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1292262.625000 Penalty: 4619.420410
	Iteration 26Q: 3 clusters Score -1292263 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1292389.000000 Penalty: 4619.420410
	Iteration 27Q: 3 clusters Score -1292389 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1292499.375000 Penalty: 4619.420410
	Iteration 28Q: 3 clusters Score -1292499 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1292597.000000 Penalty: 4619.420410
	Iteration 29Q: 3 clusters Score -1292597 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1292688.125000 Penalty: 4619.420410
	Iteration 30Q: 3 clusters Score -1292688 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1292759.875000 Penalty: 4619.420410
	Iteration 31Q: 3 clusters Score -1292760 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1292827.000000 Penalty: 4619.420410
	Iteration 32Q: 3 clusters Score -1292827 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1292881.500000 Penalty: 4619.420410
	Iteration 33Q: 3 clusters Score -1292882 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1292907.875000 Penalty: 4619.420410
	Iteration 34Q: 3 clusters Score -1292908 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1292926.375000 Penalty: 4619.420410
	Iteration 35Q: 3 clusters Score -1292926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1292938.500000 Penalty: 4619.420410
	Iteration 36Q: 3 clusters Score -1292938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1292953.500000 Penalty: 4619.420410
	Iteration 37Q: 3 clusters Score -1292954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1292960.000000 Penalty: 4619.420410
	Iteration 38Q: 3 clusters Score -1292960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1292971.000000 Penalty: 4619.420410
	Iteration 39Q: 3 clusters Score -1292971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1292975.625000 Penalty: 4619.420410
	Iteration 40F: 3 clusters Score -1292976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1292984.250000 Penalty: 4619.420410
	Iteration 41Q: 3 clusters Score -1292984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1292989.250000 Penalty: 4619.420410
	Iteration 42Q: 3 clusters Score -1292989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1292995.250000 Penalty: 4619.420410
	Iteration 43Q: 3 clusters Score -1292995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1292998.625000 Penalty: 4619.420410
	Iteration 44Q: 3 clusters Score -1292999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1293002.875000 Penalty: 4619.420410
	Iteration 45Q: 3 clusters Score -1293003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1293006.000000 Penalty: 4619.420410
	Iteration 46Q: 3 clusters Score -1293006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1293005.625000 Penalty: 4619.420410
	Iteration 47Q: 3 clusters Score -1293006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1293008.875000 Penalty: 4619.420410
	Iteration 48Q: 3 clusters Score -1293009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1293008.250000 Penalty: 4619.420410
	Iteration 49Q: 3 clusters Score -1293008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1293012.500000 Penalty: 4619.420410
	Iteration 50Q: 3 clusters Score -1293012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1293013.000000 Penalty: 4619.420410
	Iteration 51Q: 3 clusters Score -1293013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1293014.750000 Penalty: 4619.420410
	Iteration 52Q: 3 clusters Score -1293015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1293014.750000 Penalty: 4619.420410
	Iteration 53F: 3 clusters Score -1293015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Entering Unmasked Estep 
Score: -653642.250000 Penalty: 2143.362793
	Iteration 0F: 2 clusters Score -653642.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -648759.500000 Penalty: 4286.725586
	Iteration 0F: 3 clusters Score -648759.5 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -649997.312500 Penalty: 4286.725586
	Iteration 1F: 3 clusters Score -649997.3 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -650246.812500 Penalty: 4286.725586
	Iteration 2F: 3 clusters Score -650246.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -650443.000000 Penalty: 4286.725586
	Iteration 3F: 3 clusters Score -650443 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -650607.687500 Penalty: 4286.725586
	Iteration 4Q: 3 clusters Score -650607.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -650770.250000 Penalty: 4286.725586
	Iteration 5Q: 3 clusters Score -650770.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -650934.000000 Penalty: 4286.725586
	Iteration 6Q: 3 clusters Score -650934 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -651092.625000 Penalty: 4286.725586
	Iteration 7Q: 3 clusters Score -651092.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -651208.562500 Penalty: 4286.725586
	Iteration 8Q: 3 clusters Score -651208.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -651312.750000 Penalty: 4286.725586
	Iteration 9Q: 3 clusters Score -651312.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -651401.000000 Penalty: 4286.725586
	Iteration 10Q: 3 clusters Score -651401 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -651484.000000 Penalty: 4286.725586
	Iteration 11Q: 3 clusters Score -651484 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -651545.875000 Penalty: 4286.725586
	Iteration 12Q: 3 clusters Score -651545.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -651596.250000 Penalty: 4286.725586
	Iteration 13Q: 3 clusters Score -651596.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -651647.250000 Penalty: 4286.725586
	Iteration 14Q: 3 clusters Score -651647.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -651694.750000 Penalty: 4286.725586
	Iteration 15Q: 3 clusters Score -651694.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -651732.062500 Penalty: 4286.725586
	Iteration 16Q: 3 clusters Score -651732.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -651756.187500 Penalty: 4286.725586
	Iteration 17Q: 3 clusters Score -651756.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -651778.625000 Penalty: 4286.725586
	Iteration 18Q: 3 clusters Score -651778.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -651797.000000 Penalty: 4286.725586
	Iteration 19Q: 3 clusters Score -651797 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -651809.812500 Penalty: 4286.725586
	Iteration 20F: 3 clusters Score -651809.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -651819.437500 Penalty: 4286.725586
	Iteration 21Q: 3 clusters Score -651819.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -651825.000000 Penalty: 4286.725586
	Iteration 22Q: 3 clusters Score -651825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -651826.562500 Penalty: 4286.725586
	Iteration 23Q: 3 clusters Score -651826.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -651835.000000 Penalty: 4286.725586
	Iteration 24Q: 3 clusters Score -651835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -651840.312500 Penalty: 4286.725586
	Iteration 25Q: 3 clusters Score -651840.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -651841.750000 Penalty: 4286.725586
	Iteration 26Q: 3 clusters Score -651841.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -651844.937500 Penalty: 4286.725586
	Iteration 27Q: 3 clusters Score -651844.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -651849.687500 Penalty: 4286.725586
	Iteration 28Q: 3 clusters Score -651849.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -651851.750000 Penalty: 4286.725586
	Iteration 29Q: 3 clusters Score -651851.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -651851.875000 Penalty: 4286.725586
	Iteration 30Q: 3 clusters Score -651851.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -651851.875000 Penalty: 4286.725586
	Iteration 31F: 3 clusters Score -651851.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (12257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Entering Unmasked Estep 
Score: -1484269.250000 Penalty: 2334.635498
	Iteration 0F: 2 clusters Score -1484269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1475179.375000 Penalty: 4669.270996
	Iteration 0F: 3 clusters Score -1475179 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1477890.125000 Penalty: 4669.270996
	Iteration 1F: 3 clusters Score -1477890 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1478186.250000 Penalty: 4669.270996
	Iteration 2F: 3 clusters Score -1478186 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1478396.875000 Penalty: 4669.270996
	Iteration 3Q: 3 clusters Score -1478397 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1478576.625000 Penalty: 4669.270996
	Iteration 4Q: 3 clusters Score -1478577 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1478741.625000 Penalty: 4669.270996
	Iteration 5Q: 3 clusters Score -1478742 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1478928.500000 Penalty: 4669.270996
	Iteration 6Q: 3 clusters Score -1478928 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1479164.500000 Penalty: 4669.270996
	Iteration 7Q: 3 clusters Score -1479164 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1479463.625000 Penalty: 4669.270996
	Iteration 8Q: 3 clusters Score -1479464 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1479853.875000 Penalty: 4669.270996
	Iteration 9Q: 3 clusters Score -1479854 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1480309.750000 Penalty: 4669.270996
	Iteration 10F: 3 clusters Score -1480310 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1480768.875000 Penalty: 4669.270996
	Iteration 11F: 3 clusters Score -1480769 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1481164.625000 Penalty: 4669.270996
	Iteration 12Q: 3 clusters Score -1481165 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1481459.500000 Penalty: 4669.270996
	Iteration 13Q: 3 clusters Score -1481460 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1481641.125000 Penalty: 4669.270996
	Iteration 14Q: 3 clusters Score -1481641 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1481779.125000 Penalty: 4669.270996
	Iteration 15Q: 3 clusters Score -1481779 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1481869.375000 Penalty: 4669.270996
	Iteration 16Q: 3 clusters Score -1481869 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1481948.125000 Penalty: 4669.270996
	Iteration 17Q: 3 clusters Score -1481948 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1482029.375000 Penalty: 4669.270996
	Iteration 18Q: 3 clusters Score -1482029 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1482121.250000 Penalty: 4669.270996
	Iteration 19Q: 3 clusters Score -1482121 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1482189.375000 Penalty: 4669.270996
	Iteration 20F: 3 clusters Score -1482189 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1482243.375000 Penalty: 4669.270996
	Iteration 21Q: 3 clusters Score -1482243 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1482281.250000 Penalty: 4669.270996
	Iteration 22Q: 3 clusters Score -1482281 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1482308.625000 Penalty: 4669.270996
	Iteration 23Q: 3 clusters Score -1482309 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1482328.000000 Penalty: 4669.270996
	Iteration 24Q: 3 clusters Score -1482328 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1482354.125000 Penalty: 4669.270996
	Iteration 25Q: 3 clusters Score -1482354 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1482368.125000 Penalty: 4669.270996
	Iteration 26Q: 3 clusters Score -1482368 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1482385.500000 Penalty: 4669.270996
	Iteration 27Q: 3 clusters Score -1482386 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1482398.375000 Penalty: 4669.270996
	Iteration 28Q: 3 clusters Score -1482398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1482406.375000 Penalty: 4669.270996
	Iteration 29Q: 3 clusters Score -1482406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1482411.500000 Penalty: 4669.270996
	Iteration 30Q: 3 clusters Score -1482412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1482420.125000 Penalty: 4669.270996
	Iteration 31Q: 3 clusters Score -1482420 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1482428.625000 Penalty: 4669.270996
	Iteration 32Q: 3 clusters Score -1482429 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1482440.750000 Penalty: 4669.270996
	Iteration 33Q: 3 clusters Score -1482441 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1482451.125000 Penalty: 4669.270996
	Iteration 34Q: 3 clusters Score -1482451 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1482468.125000 Penalty: 4669.270996
	Iteration 35Q: 3 clusters Score -1482468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1482469.125000 Penalty: 4669.270996
	Iteration 36Q: 3 clusters Score -1482469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1482477.000000 Penalty: 4669.270996
	Iteration 37Q: 3 clusters Score -1482477 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1482480.500000 Penalty: 4669.270996
	Iteration 38Q: 3 clusters Score -1482480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1482487.250000 Penalty: 4669.270996
	Iteration 39Q: 3 clusters Score -1482487 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1482496.500000 Penalty: 4669.270996
	Iteration 40F: 3 clusters Score -1482496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1482499.125000 Penalty: 4669.270996
	Iteration 41Q: 3 clusters Score -1482499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1482499.625000 Penalty: 4669.270996
	Iteration 42Q: 3 clusters Score -1482500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1482501.875000 Penalty: 4669.270996
	Iteration 43Q: 3 clusters Score -1482502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1482503.375000 Penalty: 4669.270996
	Iteration 44Q: 3 clusters Score -1482503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1482503.625000 Penalty: 4669.270996
	Iteration 45Q: 3 clusters Score -1482504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1482502.875000 Penalty: 4669.270996
	Iteration 46Q: 3 clusters Score -1482503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1482501.125000 Penalty: 4669.270996
	Iteration 47Q: 3 clusters Score -1482501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1482504.625000 Penalty: 4669.270996
	Iteration 48Q: 3 clusters Score -1482505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1482504.875000 Penalty: 4669.270996
	Iteration 49Q: 3 clusters Score -1482505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1482507.000000 Penalty: 4669.270996
	Iteration 50Q: 3 clusters Score -1482507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1482505.125000 Penalty: 4669.270996
	Iteration 51Q: 3 clusters Score -1482505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1482507.250000 Penalty: 4669.270996
	Iteration 52Q: 3 clusters Score -1482507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1482506.000000 Penalty: 4669.270996
	Iteration 53Q: 3 clusters Score -1482506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1482505.250000 Penalty: 4669.270996
	Iteration 54Q: 3 clusters Score -1482505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1482505.250000 Penalty: 4669.270996
	Iteration 55F: 3 clusters Score -1482505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Entering Unmasked Estep 
Score: -342176.312500 Penalty: 2004.818481
	Iteration 0F: 2 clusters Score -342176.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -338823.968750 Penalty: 4009.636963
	Iteration 0F: 3 clusters Score -338824 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -339714.375000 Penalty: 4009.636963
	Iteration 1F: 3 clusters Score -339714.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -339970.593750 Penalty: 4009.636963
	Iteration 2F: 3 clusters Score -339970.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -340154.156250 Penalty: 4009.636963
	Iteration 3F: 3 clusters Score -340154.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -340298.937500 Penalty: 4009.636963
	Iteration 4Q: 3 clusters Score -340298.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -340449.093750 Penalty: 4009.636963
	Iteration 5Q: 3 clusters Score -340449.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -340557.343750 Penalty: 4009.636963
	Iteration 6Q: 3 clusters Score -340557.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -340646.500000 Penalty: 4009.636963
	Iteration 7Q: 3 clusters Score -340646.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -340728.250000 Penalty: 4009.636963
	Iteration 8Q: 3 clusters Score -340728.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -340792.656250 Penalty: 4009.636963
	Iteration 9Q: 3 clusters Score -340792.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -340830.562500 Penalty: 4009.636963
	Iteration 10Q: 3 clusters Score -340830.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -340865.906250 Penalty: 4009.636963
	Iteration 11Q: 3 clusters Score -340865.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -340884.750000 Penalty: 4009.636963
	Iteration 12Q: 3 clusters Score -340884.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -340896.375000 Penalty: 4009.636963
	Iteration 13Q: 3 clusters Score -340896.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -340908.781250 Penalty: 4009.636963
	Iteration 14Q: 3 clusters Score -340908.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -340919.437500 Penalty: 4009.636963
	Iteration 15Q: 3 clusters Score -340919.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -340924.812500 Penalty: 4009.636963
	Iteration 16Q: 3 clusters Score -340924.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -340930.968750 Penalty: 4009.636963
	Iteration 17Q: 3 clusters Score -340931 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -340936.187500 Penalty: 4009.636963
	Iteration 18Q: 3 clusters Score -340936.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -340939.218750 Penalty: 4009.636963
	Iteration 19Q: 3 clusters Score -340939.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -340943.562500 Penalty: 4009.636963
	Iteration 20F: 3 clusters Score -340943.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -340946.093750 Penalty: 4009.636963
	Iteration 21Q: 3 clusters Score -340946.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -340949.093750 Penalty: 4009.636963
	Iteration 22Q: 3 clusters Score -340949.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -340953.093750 Penalty: 4009.636963
	Iteration 23Q: 3 clusters Score -340953.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -340954.750000 Penalty: 4009.636963
	Iteration 24Q: 3 clusters Score -340954.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -340960.312500 Penalty: 4009.636963
	Iteration 25Q: 3 clusters Score -340960.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -340964.312500 Penalty: 4009.636963
	Iteration 26Q: 3 clusters Score -340964.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -340967.906250 Penalty: 4009.636963
	Iteration 27Q: 3 clusters Score -340967.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -340971.843750 Penalty: 4009.636963
	Iteration 28Q: 3 clusters Score -340971.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -340976.093750 Penalty: 4009.636963
	Iteration 29Q: 3 clusters Score -340976.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -340980.968750 Penalty: 4009.636963
	Iteration 30Q: 3 clusters Score -340981 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -340986.468750 Penalty: 4009.636963
	Iteration 31Q: 3 clusters Score -340986.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -340990.218750 Penalty: 4009.636963
	Iteration 32Q: 3 clusters Score -340990.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -340993.875000 Penalty: 4009.636963
	Iteration 33Q: 3 clusters Score -340993.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -340999.531250 Penalty: 4009.636963
	Iteration 34Q: 3 clusters Score -340999.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -341004.156250 Penalty: 4009.636963
	Iteration 35Q: 3 clusters Score -341004.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -341010.906250 Penalty: 4009.636963
	Iteration 36Q: 3 clusters Score -341010.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -341016.843750 Penalty: 4009.636963
	Iteration 37Q: 3 clusters Score -341016.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -341021.468750 Penalty: 4009.636963
	Iteration 38Q: 3 clusters Score -341021.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -341026.562500 Penalty: 4009.636963
	Iteration 39Q: 3 clusters Score -341026.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -341029.906250 Penalty: 4009.636963
	Iteration 40F: 3 clusters Score -341029.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -341034.625000 Penalty: 4009.636963
	Iteration 41Q: 3 clusters Score -341034.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -341039.812500 Penalty: 4009.636963
	Iteration 42Q: 3 clusters Score -341039.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -341045.593750 Penalty: 4009.636963
	Iteration 43Q: 3 clusters Score -341045.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -341048.593750 Penalty: 4009.636963
	Iteration 44Q: 3 clusters Score -341048.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -341050.937500 Penalty: 4009.636963
	Iteration 45Q: 3 clusters Score -341050.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -341053.718750 Penalty: 4009.636963
	Iteration 46Q: 3 clusters Score -341053.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -341054.718750 Penalty: 4009.636963
	Iteration 47Q: 3 clusters Score -341054.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -341059.187500 Penalty: 4009.636963
	Iteration 48Q: 3 clusters Score -341059.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -341063.281250 Penalty: 4009.636963
	Iteration 49Q: 3 clusters Score -341063.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -341064.250000 Penalty: 4009.636963
	Iteration 50Q: 3 clusters Score -341064.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -341065.062500 Penalty: 4009.636963
	Iteration 51Q: 3 clusters Score -341065.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -341065.343750 Penalty: 4009.636963
	Iteration 52Q: 3 clusters Score -341065.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -341065.750000 Penalty: 4009.636963
	Iteration 53Q: 3 clusters Score -341065.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -341065.750000 Penalty: 4009.636963
	Iteration 54F: 3 clusters Score -341065.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Entering Unmasked Estep 
Score: -738732.312500 Penalty: 2177.482666
	Iteration 0F: 2 clusters Score -738732.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -733226.687500 Penalty: 4354.965332
	Iteration 0F: 3 clusters Score -733226.7 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -734763.687500 Penalty: 4354.965332
	Iteration 1F: 3 clusters Score -734763.7 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -735129.625000 Penalty: 4354.965332
	Iteration 2F: 3 clusters Score -735129.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -735392.312500 Penalty: 4354.965332
	Iteration 3F: 3 clusters Score -735392.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -735584.125000 Penalty: 4354.965332
	Iteration 4F: 3 clusters Score -735584.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -735715.125000 Penalty: 4354.965332
	Iteration 5Q: 3 clusters Score -735715.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -735838.562500 Penalty: 4354.965332
	Iteration 6Q: 3 clusters Score -735838.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -735939.187500 Penalty: 4354.965332
	Iteration 7Q: 3 clusters Score -735939.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -736017.062500 Penalty: 4354.965332
	Iteration 8Q: 3 clusters Score -736017.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -736090.500000 Penalty: 4354.965332
	Iteration 9Q: 3 clusters Score -736090.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -736174.312500 Penalty: 4354.965332
	Iteration 10Q: 3 clusters Score -736174.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -736237.375000 Penalty: 4354.965332
	Iteration 11Q: 3 clusters Score -736237.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -736301.875000 Penalty: 4354.965332
	Iteration 12Q: 3 clusters Score -736301.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -736355.000000 Penalty: 4354.965332
	Iteration 13Q: 3 clusters Score -736355 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -736409.250000 Penalty: 4354.965332
	Iteration 14Q: 3 clusters Score -736409.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -736461.312500 Penalty: 4354.965332
	Iteration 15Q: 3 clusters Score -736461.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -736515.812500 Penalty: 4354.965332
	Iteration 16Q: 3 clusters Score -736515.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -736563.937500 Penalty: 4354.965332
	Iteration 17Q: 3 clusters Score -736563.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -736617.500000 Penalty: 4354.965332
	Iteration 18Q: 3 clusters Score -736617.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -736669.187500 Penalty: 4354.965332
	Iteration 19Q: 3 clusters Score -736669.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -736733.625000 Penalty: 4354.965332
	Iteration 20F: 3 clusters Score -736733.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -736809.125000 Penalty: 4354.965332
	Iteration 21Q: 3 clusters Score -736809.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -736861.187500 Penalty: 4354.965332
	Iteration 22Q: 3 clusters Score -736861.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -736914.437500 Penalty: 4354.965332
	Iteration 23Q: 3 clusters Score -736914.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -736978.125000 Penalty: 4354.965332
	Iteration 24Q: 3 clusters Score -736978.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -737037.000000 Penalty: 4354.965332
	Iteration 25Q: 3 clusters Score -737037 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -737090.750000 Penalty: 4354.965332
	Iteration 26Q: 3 clusters Score -737090.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -737146.375000 Penalty: 4354.965332
	Iteration 27Q: 3 clusters Score -737146.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -737203.062500 Penalty: 4354.965332
	Iteration 28Q: 3 clusters Score -737203.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -737261.812500 Penalty: 4354.965332
	Iteration 29Q: 3 clusters Score -737261.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -737304.750000 Penalty: 4354.965332
	Iteration 30Q: 3 clusters Score -737304.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -737339.437500 Penalty: 4354.965332
	Iteration 31Q: 3 clusters Score -737339.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -737368.125000 Penalty: 4354.965332
	Iteration 32Q: 3 clusters Score -737368.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -737382.375000 Penalty: 4354.965332
	Iteration 33Q: 3 clusters Score -737382.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -737397.937500 Penalty: 4354.965332
	Iteration 34Q: 3 clusters Score -737397.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -737410.437500 Penalty: 4354.965332
	Iteration 35Q: 3 clusters Score -737410.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -737418.750000 Penalty: 4354.965332
	Iteration 36Q: 3 clusters Score -737418.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -737427.500000 Penalty: 4354.965332
	Iteration 37Q: 3 clusters Score -737427.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -737432.937500 Penalty: 4354.965332
	Iteration 38Q: 3 clusters Score -737432.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -737435.312500 Penalty: 4354.965332
	Iteration 39Q: 3 clusters Score -737435.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -737438.375000 Penalty: 4354.965332
	Iteration 40F: 3 clusters Score -737438.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -737440.375000 Penalty: 4354.965332
	Iteration 41Q: 3 clusters Score -737440.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -737441.812500 Penalty: 4354.965332
	Iteration 42Q: 3 clusters Score -737441.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -737448.125000 Penalty: 4354.965332
	Iteration 43Q: 3 clusters Score -737448.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -737451.062500 Penalty: 4354.965332
	Iteration 44Q: 3 clusters Score -737451.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -737452.750000 Penalty: 4354.965332
	Iteration 45Q: 3 clusters Score -737452.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -737456.000000 Penalty: 4354.965332
	Iteration 46Q: 3 clusters Score -737456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -737461.125000 Penalty: 4354.965332
	Iteration 47Q: 3 clusters Score -737461.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -737466.750000 Penalty: 4354.965332
	Iteration 48Q: 3 clusters Score -737466.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -737467.875000 Penalty: 4354.965332
	Iteration 49Q: 3 clusters Score -737467.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -737469.312500 Penalty: 4354.965332
	Iteration 50Q: 3 clusters Score -737469.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -737471.250000 Penalty: 4354.965332
	Iteration 51Q: 3 clusters Score -737471.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -737471.250000 Penalty: 4354.965332
	Iteration 52F: 3 clusters Score -737471.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Entering Unmasked Estep 
Score: -1263942.750000 Penalty: 2306.671631
	Iteration 0F: 2 clusters Score -1263943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1255680.000000 Penalty: 4613.343262
	Iteration 0F: 3 clusters Score -1255680 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1258234.375000 Penalty: 4613.343262
	Iteration 1F: 3 clusters Score -1258234 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1258689.125000 Penalty: 4613.343262
	Iteration 2F: 3 clusters Score -1258689 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1259043.875000 Penalty: 4613.343262
	Iteration 3F: 3 clusters Score -1259044 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1259327.375000 Penalty: 4613.343262
	Iteration 4Q: 3 clusters Score -1259327 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1259599.500000 Penalty: 4613.343262
	Iteration 5Q: 3 clusters Score -1259600 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1259909.875000 Penalty: 4613.343262
	Iteration 6Q: 3 clusters Score -1259910 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1260288.375000 Penalty: 4613.343262
	Iteration 7Q: 3 clusters Score -1260288 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1260611.000000 Penalty: 4613.343262
	Iteration 8Q: 3 clusters Score -1260611 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1260881.500000 Penalty: 4613.343262
	Iteration 9Q: 3 clusters Score -1260882 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1261160.000000 Penalty: 4613.343262
	Iteration 10Q: 3 clusters Score -1261160 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1261427.125000 Penalty: 4613.343262
	Iteration 11Q: 3 clusters Score -1261427 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1261647.125000 Penalty: 4613.343262
	Iteration 12Q: 3 clusters Score -1261647 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1261843.750000 Penalty: 4613.343262
	Iteration 13Q: 3 clusters Score -1261844 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1261976.625000 Penalty: 4613.343262
	Iteration 14Q: 3 clusters Score -1261977 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1262075.250000 Penalty: 4613.343262
	Iteration 15Q: 3 clusters Score -1262075 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1262160.500000 Penalty: 4613.343262
	Iteration 16Q: 3 clusters Score -1262160 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1262228.125000 Penalty: 4613.343262
	Iteration 17Q: 3 clusters Score -1262228 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1262270.875000 Penalty: 4613.343262
	Iteration 18Q: 3 clusters Score -1262271 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1262294.250000 Penalty: 4613.343262
	Iteration 19Q: 3 clusters Score -1262294 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1262320.125000 Penalty: 4613.343262
	Iteration 20F: 3 clusters Score -1262320 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1262346.000000 Penalty: 4613.343262
	Iteration 21Q: 3 clusters Score -1262346 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1262372.375000 Penalty: 4613.343262
	Iteration 22Q: 3 clusters Score -1262372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1262385.750000 Penalty: 4613.343262
	Iteration 23Q: 3 clusters Score -1262386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1262394.750000 Penalty: 4613.343262
	Iteration 24Q: 3 clusters Score -1262395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1262396.250000 Penalty: 4613.343262
	Iteration 25Q: 3 clusters Score -1262396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1262397.500000 Penalty: 4613.343262
	Iteration 26Q: 3 clusters Score -1262398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1262397.625000 Penalty: 4613.343262
	Iteration 27Q: 3 clusters Score -1262398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1262398.250000 Penalty: 4613.343262
	Iteration 28Q: 3 clusters Score -1262398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1262399.875000 Penalty: 4613.343262
	Iteration 29Q: 3 clusters Score -1262400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1262399.875000 Penalty: 4613.343262
	Iteration 30Q: 3 clusters Score -1262400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1262401.875000 Penalty: 4613.343262
	Iteration 31Q: 3 clusters Score -1262402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1262404.625000 Penalty: 4613.343262
	Iteration 32Q: 3 clusters Score -1262405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1262405.875000 Penalty: 4613.343262
	Iteration 33Q: 3 clusters Score -1262406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1262406.625000 Penalty: 4613.343262
	Iteration 34Q: 3 clusters Score -1262407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1262405.750000 Penalty: 4613.343262
	Iteration 35Q: 3 clusters Score -1262406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1262405.125000 Penalty: 4613.343262
	Iteration 36Q: 3 clusters Score -1262405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1262405.125000 Penalty: 4613.343262
	Iteration 37F: 3 clusters Score -1262405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (54455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54455 members 
Entering Unmasked Estep 
Score: -6658859.000000 Penalty: 2704.472412
	Iteration 0F: 2 clusters Score -6658859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -6622349.000000 Penalty: 5408.944824
	Iteration 0F: 3 clusters Score -6622349 nChanged 25084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -6636379.500000 Penalty: 5408.944824
	Iteration 1F: 3 clusters Score -6636380 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28426 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -6636917.500000 Penalty: 5408.944824
	Iteration 2Q: 3 clusters Score -6636918 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29073 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -6637395.000000 Penalty: 5408.944824
	Iteration 3Q: 3 clusters Score -6637395 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -6637966.500000 Penalty: 5408.944824
	Iteration 4Q: 3 clusters Score -6637966 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31548 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -6638689.000000 Penalty: 5408.944824
	Iteration 5Q: 3 clusters Score -6638689 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -6639786.500000 Penalty: 5408.944824
	Iteration 6Q: 3 clusters Score -6639786 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36457 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -6641454.500000 Penalty: 5408.944824
	Iteration 7F: 3 clusters Score -6641454 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40104 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -6644132.000000 Penalty: 5408.944824
	Iteration 8F: 3 clusters Score -6644132 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44182 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -6647459.000000 Penalty: 5408.944824
	Iteration 9F: 3 clusters Score -6647459 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48149 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -6651074.500000 Penalty: 5408.944824
	Iteration 10F: 3 clusters Score -6651074 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51056 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -6653800.000000 Penalty: 5408.944824
	Iteration 11F: 3 clusters Score -6653800 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52712 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -6655273.000000 Penalty: 5408.944824
	Iteration 12Q: 3 clusters Score -6655273 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53464 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -6655940.000000 Penalty: 5408.944824
	Iteration 13Q: 3 clusters Score -6655940 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53780 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -6656221.500000 Penalty: 5408.944824
	Iteration 14Q: 3 clusters Score -6656222 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53918 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -6656370.500000 Penalty: 5408.944824
	Iteration 15Q: 3 clusters Score -6656370 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53983 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -6656453.500000 Penalty: 5408.944824
	Iteration 16Q: 3 clusters Score -6656454 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54016 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -6656493.500000 Penalty: 5408.944824
	Iteration 17Q: 3 clusters Score -6656494 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54033 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -6656511.500000 Penalty: 5408.944824
	Iteration 18Q: 3 clusters Score -6656512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54038 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -6656514.000000 Penalty: 5408.944824
	Iteration 19Q: 3 clusters Score -6656514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54046 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -6656528.500000 Penalty: 5408.944824
	Iteration 20F: 3 clusters Score -6656528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54053 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -6656532.000000 Penalty: 5408.944824
	Iteration 21Q: 3 clusters Score -6656532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54057 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -6656537.000000 Penalty: 5408.944824
	Iteration 22Q: 3 clusters Score -6656537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54062 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -6656546.500000 Penalty: 5408.944824
	Iteration 23Q: 3 clusters Score -6656546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54065 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -6656550.500000 Penalty: 5408.944824
	Iteration 24Q: 3 clusters Score -6656550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54067 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -6656561.000000 Penalty: 5408.944824
	Iteration 25Q: 3 clusters Score -6656561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54071 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -6656570.000000 Penalty: 5408.944824
	Iteration 26Q: 3 clusters Score -6656570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54073 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -6656574.000000 Penalty: 5408.944824
	Iteration 27Q: 3 clusters Score -6656574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54075 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -6656576.500000 Penalty: 5408.944824
	Iteration 28Q: 3 clusters Score -6656576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54076 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -6656588.000000 Penalty: 5408.944824
	Iteration 29Q: 3 clusters Score -6656588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54078 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6656592.000000 Penalty: 5408.944824
	Iteration 30Q: 3 clusters Score -6656592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54079 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -6656598.500000 Penalty: 5408.944824
	Iteration 31Q: 3 clusters Score -6656598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54079 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -6656598.500000 Penalty: 5408.944824
	Iteration 32F: 3 clusters Score -6656598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (23707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Entering Unmasked Estep 
Score: -2900353.500000 Penalty: 2498.234375
	Iteration 0F: 2 clusters Score -2900354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -2883803.250000 Penalty: 4996.468750
	Iteration 0F: 3 clusters Score -2883803 nChanged 10657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -2889588.500000 Penalty: 4996.468750
	Iteration 1F: 3 clusters Score -2889588 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -2890175.000000 Penalty: 4996.468750
	Iteration 2F: 3 clusters Score -2890175 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -2890878.500000 Penalty: 4996.468750
	Iteration 3F: 3 clusters Score -2890878 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -2891677.000000 Penalty: 4996.468750
	Iteration 4F: 3 clusters Score -2891677 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -2892418.750000 Penalty: 4996.468750
	Iteration 5F: 3 clusters Score -2892419 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -2893152.500000 Penalty: 4996.468750
	Iteration 6F: 3 clusters Score -2893152 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -2893784.250000 Penalty: 4996.468750
	Iteration 7F: 3 clusters Score -2893784 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -2894280.750000 Penalty: 4996.468750
	Iteration 8Q: 3 clusters Score -2894281 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -2894692.750000 Penalty: 4996.468750
	Iteration 9Q: 3 clusters Score -2894693 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -2895011.750000 Penalty: 4996.468750
	Iteration 10Q: 3 clusters Score -2895012 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -2895308.250000 Penalty: 4996.468750
	Iteration 11Q: 3 clusters Score -2895308 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -2895606.000000 Penalty: 4996.468750
	Iteration 12Q: 3 clusters Score -2895606 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -2895894.750000 Penalty: 4996.468750
	Iteration 13Q: 3 clusters Score -2895895 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -2896223.000000 Penalty: 4996.468750
	Iteration 14Q: 3 clusters Score -2896223 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -2896545.000000 Penalty: 4996.468750
	Iteration 15Q: 3 clusters Score -2896545 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -2896886.000000 Penalty: 4996.468750
	Iteration 16Q: 3 clusters Score -2896886 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -2897205.500000 Penalty: 4996.468750
	Iteration 17Q: 3 clusters Score -2897206 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -2897463.000000 Penalty: 4996.468750
	Iteration 18Q: 3 clusters Score -2897463 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -2897667.750000 Penalty: 4996.468750
	Iteration 19Q: 3 clusters Score -2897668 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -2897810.750000 Penalty: 4996.468750
	Iteration 20F: 3 clusters Score -2897811 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -2897901.750000 Penalty: 4996.468750
	Iteration 21Q: 3 clusters Score -2897902 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -2897985.000000 Penalty: 4996.468750
	Iteration 22Q: 3 clusters Score -2897985 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -2898034.250000 Penalty: 4996.468750
	Iteration 23Q: 3 clusters Score -2898034 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -2898070.500000 Penalty: 4996.468750
	Iteration 24Q: 3 clusters Score -2898070 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -2898101.500000 Penalty: 4996.468750
	Iteration 25Q: 3 clusters Score -2898102 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -2898118.250000 Penalty: 4996.468750
	Iteration 26Q: 3 clusters Score -2898118 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -2898135.000000 Penalty: 4996.468750
	Iteration 27Q: 3 clusters Score -2898135 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -2898150.750000 Penalty: 4996.468750
	Iteration 28Q: 3 clusters Score -2898151 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -2898161.000000 Penalty: 4996.468750
	Iteration 29Q: 3 clusters Score -2898161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -2898170.250000 Penalty: 4996.468750
	Iteration 30Q: 3 clusters Score -2898170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -2898174.250000 Penalty: 4996.468750
	Iteration 31Q: 3 clusters Score -2898174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -2898177.750000 Penalty: 4996.468750
	Iteration 32Q: 3 clusters Score -2898178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -2898182.750000 Penalty: 4996.468750
	Iteration 33Q: 3 clusters Score -2898183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -2898188.750000 Penalty: 4996.468750
	Iteration 34Q: 3 clusters Score -2898189 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -2898198.750000 Penalty: 4996.468750
	Iteration 35Q: 3 clusters Score -2898199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -2898199.250000 Penalty: 4996.468750
	Iteration 36Q: 3 clusters Score -2898199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -2898203.250000 Penalty: 4996.468750
	Iteration 37Q: 3 clusters Score -2898203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -2898204.250000 Penalty: 4996.468750
	Iteration 38Q: 3 clusters Score -2898204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -2898206.250000 Penalty: 4996.468750
	Iteration 39Q: 3 clusters Score -2898206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -2898205.000000 Penalty: 4996.468750
	Iteration 40F: 3 clusters Score -2898205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -2898209.000000 Penalty: 4996.468750
	Iteration 41Q: 3 clusters Score -2898209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -2898208.250000 Penalty: 4996.468750
	Iteration 42Q: 3 clusters Score -2898208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -2898210.250000 Penalty: 4996.468750
	Iteration 43Q: 3 clusters Score -2898210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -2898214.500000 Penalty: 4996.468750
	Iteration 44Q: 3 clusters Score -2898214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -2898217.250000 Penalty: 4996.468750
	Iteration 45Q: 3 clusters Score -2898217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -2898219.750000 Penalty: 4996.468750
	Iteration 46Q: 3 clusters Score -2898220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -2898220.250000 Penalty: 4996.468750
	Iteration 47Q: 3 clusters Score -2898220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -2898218.750000 Penalty: 4996.468750
	Iteration 48Q: 3 clusters Score -2898219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -2898218.750000 Penalty: 4996.468750
	Iteration 49F: 3 clusters Score -2898219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -50412.847656 Penalty: 1522.691406
	Iteration 0F: 2 clusters Score -50412.85 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 229 members 
Entering Unmasked Estep 
Score: -48917.035156 Penalty: 3045.382812
	Iteration 0F: 3 clusters Score -48917.04 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -49086.859375 Penalty: 3045.382812
	Iteration 1F: 3 clusters Score -49086.86 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -49170.695312 Penalty: 3045.382812
	Iteration 2F: 3 clusters Score -49170.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -49242.867188 Penalty: 3045.382812
	Iteration 3Q: 3 clusters Score -49242.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -49283.097656 Penalty: 3045.382812
	Iteration 4Q: 3 clusters Score -49283.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -49301.769531 Penalty: 3045.382812
	Iteration 5Q: 3 clusters Score -49301.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -49315.386719 Penalty: 3045.382812
	Iteration 6Q: 3 clusters Score -49315.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -49335.003906 Penalty: 3045.382812
	Iteration 7Q: 3 clusters Score -49335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -49341.308594 Penalty: 3045.382812
	Iteration 8Q: 3 clusters Score -49341.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -49343.632812 Penalty: 3045.382812
	Iteration 9Q: 3 clusters Score -49343.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -49343.632812 Penalty: 3045.382812
	Iteration 10F: 3 clusters Score -49343.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (131095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131095 members 
Entering Unmasked Estep 
Score: -15946273.000000 Penalty: 2922.351807
	Iteration 0F: 2 clusters Score -1.594627e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65242 members 
Mstep: Class 2 contains 65853 members 
Entering Unmasked Estep 
Score: -15858334.000000 Penalty: 5844.703613
	Iteration 0F: 3 clusters Score -1.585833e+07 nChanged 62525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63813 members 
Mstep: Class 2 contains 67282 members 
Entering Unmasked Estep 
Score: -15895743.000000 Penalty: 5844.703613
	Iteration 1F: 3 clusters Score -1.589574e+07 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63716 members 
Mstep: Class 2 contains 67379 members 
Entering Unmasked Estep 
Score: -15898214.000000 Penalty: 5844.703613
	Iteration 2Q: 3 clusters Score -1.589821e+07 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63659 members 
Mstep: Class 2 contains 67436 members 
Entering Unmasked Estep 
Score: -15901713.000000 Penalty: 5844.703613
	Iteration 3F: 3 clusters Score -1.590171e+07 nChanged 8165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63396 members 
Mstep: Class 2 contains 67699 members 
Entering Unmasked Estep 
Score: -15906260.000000 Penalty: 5844.703613
	Iteration 4F: 3 clusters Score -1.590626e+07 nChanged 8159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62629 members 
Mstep: Class 2 contains 68466 members 
Entering Unmasked Estep 
Score: -15910717.000000 Penalty: 5844.703613
	Iteration 5F: 3 clusters Score -1.591072e+07 nChanged 7367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61320 members 
Mstep: Class 2 contains 69775 members 
Entering Unmasked Estep 
Score: -15913927.000000 Penalty: 5844.703613
	Iteration 6F: 3 clusters Score -1.591393e+07 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59599 members 
Mstep: Class 2 contains 71496 members 
Entering Unmasked Estep 
Score: -15916289.000000 Penalty: 5844.703613
	Iteration 7Q: 3 clusters Score -1.591629e+07 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57300 members 
Mstep: Class 2 contains 73795 members 
Entering Unmasked Estep 
Score: -15917718.000000 Penalty: 5844.703613
	Iteration 8Q: 3 clusters Score -1.591772e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54461 members 
Mstep: Class 2 contains 76634 members 
Entering Unmasked Estep 
Score: -15918905.000000 Penalty: 5844.703613
	Iteration 9Q: 3 clusters Score -1.59189e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51110 members 
Mstep: Class 2 contains 79985 members 
Entering Unmasked Estep 
Score: -15920123.000000 Penalty: 5844.703613
	Iteration 10Q: 3 clusters Score -1.592012e+07 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47068 members 
Mstep: Class 2 contains 84027 members 
Entering Unmasked Estep 
Score: -15921522.000000 Penalty: 5844.703613
	Iteration 11Q: 3 clusters Score -1.592152e+07 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42507 members 
Mstep: Class 2 contains 88588 members 
Entering Unmasked Estep 
Score: -15923334.000000 Penalty: 5844.703613
	Iteration 12Q: 3 clusters Score -1.592333e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37418 members 
Mstep: Class 2 contains 93677 members 
Entering Unmasked Estep 
Score: -15925343.000000 Penalty: 5844.703613
	Iteration 13Q: 3 clusters Score -1.592534e+07 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31846 members 
Mstep: Class 2 contains 99249 members 
Entering Unmasked Estep 
Score: -15927863.000000 Penalty: 5844.703613
	Iteration 14Q: 3 clusters Score -1.592786e+07 nChanged 5824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 105073 members 
Entering Unmasked Estep 
Score: -15930788.000000 Penalty: 5844.703613
	Iteration 15Q: 3 clusters Score -1.593079e+07 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 110713 members 
Entering Unmasked Estep 
Score: -15933823.000000 Penalty: 5844.703613
	Iteration 16Q: 3 clusters Score -1.593382e+07 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 115695 members 
Entering Unmasked Estep 
Score: -15936540.000000 Penalty: 5844.703613
	Iteration 17Q: 3 clusters Score -1.593654e+07 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 119775 members 
Entering Unmasked Estep 
Score: -15938694.000000 Penalty: 5844.703613
	Iteration 18Q: 3 clusters Score -1.593869e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 122931 members 
Entering Unmasked Estep 
Score: -15940432.000000 Penalty: 5844.703613
	Iteration 19Q: 3 clusters Score -1.594043e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 125273 members 
Entering Unmasked Estep 
Score: -15941705.000000 Penalty: 5844.703613
	Iteration 20F: 3 clusters Score -1.59417e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 126806 members 
Entering Unmasked Estep 
Score: -15942367.000000 Penalty: 5844.703613
	Iteration 21Q: 3 clusters Score -1.594237e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 127783 members 
Entering Unmasked Estep 
Score: -15942799.000000 Penalty: 5844.703613
	Iteration 22Q: 3 clusters Score -1.59428e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 128446 members 
Entering Unmasked Estep 
Score: -15943153.000000 Penalty: 5844.703613
	Iteration 23Q: 3 clusters Score -1.594315e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 128903 members 
Entering Unmasked Estep 
Score: -15943393.000000 Penalty: 5844.703613
	Iteration 24Q: 3 clusters Score -1.594339e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 129183 members 
Entering Unmasked Estep 
Score: -15943567.000000 Penalty: 5844.703613
	Iteration 25Q: 3 clusters Score -1.594357e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 129365 members 
Entering Unmasked Estep 
Score: -15943647.000000 Penalty: 5844.703613
	Iteration 26Q: 3 clusters Score -1.594365e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 129512 members 
Entering Unmasked Estep 
Score: -15943685.000000 Penalty: 5844.703613
	Iteration 27Q: 3 clusters Score -1.594368e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 129607 members 
Entering Unmasked Estep 
Score: -15943749.000000 Penalty: 5844.703613
	Iteration 28Q: 3 clusters Score -1.594375e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 129685 members 
Entering Unmasked Estep 
Score: -15943829.000000 Penalty: 5844.703613
	Iteration 29Q: 3 clusters Score -1.594383e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 129747 members 
Entering Unmasked Estep 
Score: -15943870.000000 Penalty: 5844.703613
	Iteration 30Q: 3 clusters Score -1.594387e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 129806 members 
Entering Unmasked Estep 
Score: -15943927.000000 Penalty: 5844.703613
	Iteration 31Q: 3 clusters Score -1.594393e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 129850 members 
Entering Unmasked Estep 
Score: -15943991.000000 Penalty: 5844.703613
	Iteration 32Q: 3 clusters Score -1.594399e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 129881 members 
Entering Unmasked Estep 
Score: -15944035.000000 Penalty: 5844.703613
	Iteration 33Q: 3 clusters Score -1.594404e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 129915 members 
Entering Unmasked Estep 
Score: -15944070.000000 Penalty: 5844.703613
	Iteration 34Q: 3 clusters Score -1.594407e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 129937 members 
Entering Unmasked Estep 
Score: -15944092.000000 Penalty: 5844.703613
	Iteration 35Q: 3 clusters Score -1.594409e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 129955 members 
Entering Unmasked Estep 
Score: -15944099.000000 Penalty: 5844.703613
	Iteration 36Q: 3 clusters Score -1.59441e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 129974 members 
Entering Unmasked Estep 
Score: -15944118.000000 Penalty: 5844.703613
	Iteration 37Q: 3 clusters Score -1.594412e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 129984 members 
Entering Unmasked Estep 
Score: -15944115.000000 Penalty: 5844.703613
	Iteration 38Q: 3 clusters Score -1.594412e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 129993 members 
Entering Unmasked Estep 
Score: -15944119.000000 Penalty: 5844.703613
	Iteration 39Q: 3 clusters Score -1.594412e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 129999 members 
Entering Unmasked Estep 
Score: -15944127.000000 Penalty: 5844.703613
	Iteration 40F: 3 clusters Score -1.594413e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 130007 members 
Entering Unmasked Estep 
Score: -15944128.000000 Penalty: 5844.703613
	Iteration 41Q: 3 clusters Score -1.594413e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 130011 members 
Entering Unmasked Estep 
Score: -15944118.000000 Penalty: 5844.703613
	Iteration 42Q: 3 clusters Score -1.594412e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 130012 members 
Entering Unmasked Estep 
Score: -15944122.000000 Penalty: 5844.703613
	Iteration 43Q: 3 clusters Score -1.594412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 130010 members 
Entering Unmasked Estep 
Score: -15944130.000000 Penalty: 5844.703613
	Iteration 44Q: 3 clusters Score -1.594413e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 130015 members 
Entering Unmasked Estep 
Score: -15944135.000000 Penalty: 5844.703613
	Iteration 45Q: 3 clusters Score -1.594414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 130018 members 
Entering Unmasked Estep 
Score: -15944132.000000 Penalty: 5844.703613
	Iteration 46Q: 3 clusters Score -1.594413e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 130021 members 
Entering Unmasked Estep 
Score: -15944151.000000 Penalty: 5844.703613
	Iteration 47Q: 3 clusters Score -1.594415e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 130022 members 
Entering Unmasked Estep 
Score: -15944151.000000 Penalty: 5844.703613
	Iteration 48Q: 3 clusters Score -1.594415e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 130022 members 
Entering Unmasked Estep 
Score: -15944151.000000 Penalty: 5844.703613
	Iteration 49F: 3 clusters Score -1.594415e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (228647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228647 members 
Entering Unmasked Estep 
Score: -28149800.000000 Penalty: 3060.303711
	Iteration 0F: 2 clusters Score -2.81498e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113988 members 
Mstep: Class 2 contains 114659 members 
Entering Unmasked Estep 
Score: -28002838.000000 Penalty: 6120.607422
	Iteration 0F: 3 clusters Score -2.800284e+07 nChanged 110290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107518 members 
Mstep: Class 2 contains 121129 members 
Entering Unmasked Estep 
Score: -28067954.000000 Penalty: 6120.607422
	Iteration 1F: 3 clusters Score -2.806795e+07 nChanged 6678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103556 members 
Mstep: Class 2 contains 125091 members 
Entering Unmasked Estep 
Score: -28069320.000000 Penalty: 6120.607422
	Iteration 2Q: 3 clusters Score -2.806932e+07 nChanged 7899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97435 members 
Mstep: Class 2 contains 131212 members 
Entering Unmasked Estep 
Score: -28071908.000000 Penalty: 6120.607422
	Iteration 3Q: 3 clusters Score -2.807191e+07 nChanged 10203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88076 members 
Mstep: Class 2 contains 140571 members 
Entering Unmasked Estep 
Score: -28076486.000000 Penalty: 6120.607422
	Iteration 4Q: 3 clusters Score -2.807649e+07 nChanged 14136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74306 members 
Mstep: Class 2 contains 154341 members 
Entering Unmasked Estep 
Score: -28085356.000000 Penalty: 6120.607422
	Iteration 5F: 3 clusters Score -2.808536e+07 nChanged 18841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55575 members 
Mstep: Class 2 contains 173072 members 
Entering Unmasked Estep 
Score: -28100142.000000 Penalty: 6120.607422
	Iteration 6F: 3 clusters Score -2.810014e+07 nChanged 21217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 194263 members 
Entering Unmasked Estep 
Score: -28118482.000000 Penalty: 6120.607422
	Iteration 7F: 3 clusters Score -2.811848e+07 nChanged 17767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 212028 members 
Entering Unmasked Estep 
Score: -28133792.000000 Penalty: 6120.607422
	Iteration 8F: 3 clusters Score -2.813379e+07 nChanged 10346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 222372 members 
Entering Unmasked Estep 
Score: -28142438.000000 Penalty: 6120.607422
	Iteration 9Q: 3 clusters Score -2.814244e+07 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 226544 members 
Entering Unmasked Estep 
Score: -28145622.000000 Penalty: 6120.607422
	Iteration 10Q: 3 clusters Score -2.814562e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 227832 members 
Entering Unmasked Estep 
Score: -28146494.000000 Penalty: 6120.607422
	Iteration 11Q: 3 clusters Score -2.814649e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 228193 members 
Entering Unmasked Estep 
Score: -28146888.000000 Penalty: 6120.607422
	Iteration 12Q: 3 clusters Score -2.814689e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 228310 members 
Entering Unmasked Estep 
Score: -28147068.000000 Penalty: 6120.607422
	Iteration 13Q: 3 clusters Score -2.814707e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 228341 members 
Entering Unmasked Estep 
Score: -28147108.000000 Penalty: 6120.607422
	Iteration 14Q: 3 clusters Score -2.814711e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 228356 members 
Entering Unmasked Estep 
Score: -28147140.000000 Penalty: 6120.607422
	Iteration 15Q: 3 clusters Score -2.814714e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 228357 members 
Entering Unmasked Estep 
Score: -28147144.000000 Penalty: 6120.607422
	Iteration 16Q: 3 clusters Score -2.814714e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 228364 members 
Entering Unmasked Estep 
Score: -28147150.000000 Penalty: 6120.607422
	Iteration 17Q: 3 clusters Score -2.814715e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 228365 members 
Entering Unmasked Estep 
Score: -28147174.000000 Penalty: 6120.607422
	Iteration 18Q: 3 clusters Score -2.814717e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 228372 members 
Entering Unmasked Estep 
Score: -28147194.000000 Penalty: 6120.607422
	Iteration 19Q: 3 clusters Score -2.814719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 228376 members 
Entering Unmasked Estep 
Score: -28147198.000000 Penalty: 6120.607422
	Iteration 20F: 3 clusters Score -2.81472e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 228380 members 
Entering Unmasked Estep 
Score: -28147222.000000 Penalty: 6120.607422
	Iteration 21Q: 3 clusters Score -2.814722e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 228386 members 
Entering Unmasked Estep 
Score: -28147216.000000 Penalty: 6120.607422
	Iteration 22Q: 3 clusters Score -2.814722e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 228385 members 
Entering Unmasked Estep 
Score: -28147220.000000 Penalty: 6120.607422
	Iteration 23Q: 3 clusters Score -2.814722e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 228383 members 
Entering Unmasked Estep 
Score: -28147218.000000 Penalty: 6120.607422
	Iteration 24Q: 3 clusters Score -2.814722e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 228384 members 
Entering Unmasked Estep 
Score: -28147232.000000 Penalty: 6120.607422
	Iteration 25Q: 3 clusters Score -2.814723e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 228387 members 
Entering Unmasked Estep 
Score: -28147226.000000 Penalty: 6120.607422
	Iteration 26Q: 3 clusters Score -2.814723e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 228388 members 
Entering Unmasked Estep 
Score: -28147236.000000 Penalty: 6120.607422
	Iteration 27Q: 3 clusters Score -2.814724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 228388 members 
Entering Unmasked Estep 
Score: -28147226.000000 Penalty: 6120.607422
	Iteration 28Q: 3 clusters Score -2.814723e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 228388 members 
Entering Unmasked Estep 
Score: -28147226.000000 Penalty: 6120.607422
	Iteration 29F: 3 clusters Score -2.814723e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -2526489.500000 Penalty: 2473.769531
	Iteration 0F: 2 clusters Score -2526490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -2511349.000000 Penalty: 4947.539062
	Iteration 0F: 3 clusters Score -2511349 nChanged 9549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -2516506.500000 Penalty: 4947.539062
	Iteration 1F: 3 clusters Score -2516506 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -2516931.000000 Penalty: 4947.539062
	Iteration 2F: 3 clusters Score -2516931 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -2517268.750000 Penalty: 4947.539062
	Iteration 3Q: 3 clusters Score -2517269 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -2517576.000000 Penalty: 4947.539062
	Iteration 4Q: 3 clusters Score -2517576 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -2517891.250000 Penalty: 4947.539062
	Iteration 5Q: 3 clusters Score -2517891 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -2518189.500000 Penalty: 4947.539062
	Iteration 6Q: 3 clusters Score -2518190 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -2518530.250000 Penalty: 4947.539062
	Iteration 7Q: 3 clusters Score -2518530 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -2518970.250000 Penalty: 4947.539062
	Iteration 8Q: 3 clusters Score -2518970 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -2519559.250000 Penalty: 4947.539062
	Iteration 9Q: 3 clusters Score -2519559 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -2520187.750000 Penalty: 4947.539062
	Iteration 10Q: 3 clusters Score -2520188 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -2520888.000000 Penalty: 4947.539062
	Iteration 11Q: 3 clusters Score -2520888 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -2521626.000000 Penalty: 4947.539062
	Iteration 12Q: 3 clusters Score -2521626 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -2522305.000000 Penalty: 4947.539062
	Iteration 13Q: 3 clusters Score -2522305 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2522929.000000 Penalty: 4947.539062
	Iteration 14Q: 3 clusters Score -2522929 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2523408.500000 Penalty: 4947.539062
	Iteration 15Q: 3 clusters Score -2523408 nChanged 436
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: -2523746.250000 Penalty: 4947.539062
	Iteration 16Q: 3 clusters Score -2523746 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2523971.250000 Penalty: 4947.539062
	Iteration 17Q: 3 clusters Score -2523971 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2524117.750000 Penalty: 4947.539062
	Iteration 18Q: 3 clusters Score -2524118 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2524235.250000 Penalty: 4947.539062
	Iteration 19Q: 3 clusters Score -2524235 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2524287.750000 Penalty: 4947.539062
	Iteration 20F: 3 clusters Score -2524288 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2524325.250000 Penalty: 4947.539062
	Iteration 21Q: 3 clusters Score -2524325 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2524350.000000 Penalty: 4947.539062
	Iteration 22Q: 3 clusters Score -2524350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2524361.000000 Penalty: 4947.539062
	Iteration 23Q: 3 clusters Score -2524361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2524375.750000 Penalty: 4947.539062
	Iteration 24Q: 3 clusters Score -2524376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2524381.000000 Penalty: 4947.539062
	Iteration 25Q: 3 clusters Score -2524381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2524382.000000 Penalty: 4947.539062
	Iteration 26Q: 3 clusters Score -2524382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2524385.000000 Penalty: 4947.539062
	Iteration 27Q: 3 clusters Score -2524385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2524390.000000 Penalty: 4947.539062
	Iteration 28Q: 3 clusters Score -2524390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2524394.750000 Penalty: 4947.539062
	Iteration 29Q: 3 clusters Score -2524395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2524398.250000 Penalty: 4947.539062
	Iteration 30Q: 3 clusters Score -2524398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2524401.500000 Penalty: 4947.539062
	Iteration 31Q: 3 clusters Score -2524402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2524402.250000 Penalty: 4947.539062
	Iteration 32Q: 3 clusters Score -2524402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2524403.750000 Penalty: 4947.539062
	Iteration 33Q: 3 clusters Score -2524404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2524403.500000 Penalty: 4947.539062
	Iteration 34Q: 3 clusters Score -2524404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2524403.500000 Penalty: 4947.539062
	Iteration 35F: 3 clusters Score -2524404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Entering Unmasked Estep 
Score: -115864.671875 Penalty: 1728.973877
	Iteration 0F: 2 clusters Score -115864.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -113871.843750 Penalty: 3457.947754
	Iteration 0F: 3 clusters Score -113871.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -114275.773438 Penalty: 3457.947754
	Iteration 1F: 3 clusters Score -114275.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -114428.273438 Penalty: 3457.947754
	Iteration 2F: 3 clusters Score -114428.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -114563.210938 Penalty: 3457.947754
	Iteration 3F: 3 clusters Score -114563.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -114662.898438 Penalty: 3457.947754
	Iteration 4Q: 3 clusters Score -114662.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -114772.210938 Penalty: 3457.947754
	Iteration 5Q: 3 clusters Score -114772.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -114927.203125 Penalty: 3457.947754
	Iteration 6Q: 3 clusters Score -114927.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -115039.070312 Penalty: 3457.947754
	Iteration 7Q: 3 clusters Score -115039.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -115102.132812 Penalty: 3457.947754
	Iteration 8Q: 3 clusters Score -115102.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -115154.210938 Penalty: 3457.947754
	Iteration 9Q: 3 clusters Score -115154.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -115212.976562 Penalty: 3457.947754
	Iteration 10Q: 3 clusters Score -115213 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -115293.445312 Penalty: 3457.947754
	Iteration 11Q: 3 clusters Score -115293.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -115371.109375 Penalty: 3457.947754
	Iteration 12Q: 3 clusters Score -115371.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -115424.031250 Penalty: 3457.947754
	Iteration 13Q: 3 clusters Score -115424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -115457.882812 Penalty: 3457.947754
	Iteration 14Q: 3 clusters Score -115457.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -115475.187500 Penalty: 3457.947754
	Iteration 15Q: 3 clusters Score -115475.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -115479.289062 Penalty: 3457.947754
	Iteration 16Q: 3 clusters Score -115479.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -115483.945312 Penalty: 3457.947754
	Iteration 17Q: 3 clusters Score -115483.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -115487.304688 Penalty: 3457.947754
	Iteration 18Q: 3 clusters Score -115487.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -115490.585938 Penalty: 3457.947754
	Iteration 19Q: 3 clusters Score -115490.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -115496.132812 Penalty: 3457.947754
	Iteration 20F: 3 clusters Score -115496.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -115499.265625 Penalty: 3457.947754
	Iteration 21Q: 3 clusters Score -115499.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -115499.265625 Penalty: 3457.947754
	Iteration 22F: 3 clusters Score -115499.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Entering Unmasked Estep 
Score: -89316.078125 Penalty: 1681.702393
	Iteration 0F: 2 clusters Score -89316.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -87525.585938 Penalty: 3363.404785
	Iteration 0F: 3 clusters Score -87525.59 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -87810.679688 Penalty: 3363.404785
	Iteration 1F: 3 clusters Score -87810.68 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -87930.210938 Penalty: 3363.404785
	Iteration 2F: 3 clusters Score -87930.21 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -88010.796875 Penalty: 3363.404785
	Iteration 3Q: 3 clusters Score -88010.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -88091.351562 Penalty: 3363.404785
	Iteration 4Q: 3 clusters Score -88091.35 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -88139.898438 Penalty: 3363.404785
	Iteration 5Q: 3 clusters Score -88139.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -88230.187500 Penalty: 3363.404785
	Iteration 6Q: 3 clusters Score -88230.19 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -88343.445312 Penalty: 3363.404785
	Iteration 7Q: 3 clusters Score -88343.45 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -88411.648438 Penalty: 3363.404785
	Iteration 8Q: 3 clusters Score -88411.65 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -88468.945312 Penalty: 3363.404785
	Iteration 9Q: 3 clusters Score -88468.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -88505.000000 Penalty: 3363.404785
	Iteration 10Q: 3 clusters Score -88505 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -88543.492188 Penalty: 3363.404785
	Iteration 11Q: 3 clusters Score -88543.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -88571.875000 Penalty: 3363.404785
	Iteration 12Q: 3 clusters Score -88571.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -88579.085938 Penalty: 3363.404785
	Iteration 13Q: 3 clusters Score -88579.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -88586.640625 Penalty: 3363.404785
	Iteration 14Q: 3 clusters Score -88586.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -88596.578125 Penalty: 3363.404785
	Iteration 15Q: 3 clusters Score -88596.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -88598.250000 Penalty: 3363.404785
	Iteration 16Q: 3 clusters Score -88598.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -88599.554688 Penalty: 3363.404785
	Iteration 17Q: 3 clusters Score -88599.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -88599.554688 Penalty: 3363.404785
	Iteration 18F: 3 clusters Score -88599.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Entering Unmasked Estep 
Score: -48017.863281 Penalty: 1512.879150
	Iteration 0F: 2 clusters Score -48017.86 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 237 members 
Entering Unmasked Estep 
Score: -46569.968750 Penalty: 3025.758301
	Iteration 0F: 3 clusters Score -46569.97 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -46732.156250 Penalty: 3025.758301
	Iteration 1F: 3 clusters Score -46732.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -46780.835938 Penalty: 3025.758301
	Iteration 2Q: 3 clusters Score -46780.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -46796.003906 Penalty: 3025.758301
	Iteration 3Q: 3 clusters Score -46796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -46801.945312 Penalty: 3025.758301
	Iteration 4Q: 3 clusters Score -46801.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -46815.652344 Penalty: 3025.758301
	Iteration 5Q: 3 clusters Score -46815.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -46820.441406 Penalty: 3025.758301
	Iteration 6Q: 3 clusters Score -46820.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -46827.527344 Penalty: 3025.758301
	Iteration 7Q: 3 clusters Score -46827.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -46841.851562 Penalty: 3025.758301
	Iteration 8Q: 3 clusters Score -46841.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -46844.292969 Penalty: 3025.758301
	Iteration 9Q: 3 clusters Score -46844.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -46849.910156 Penalty: 3025.758301
	Iteration 10Q: 3 clusters Score -46849.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -46862.597656 Penalty: 3025.758301
	Iteration 11Q: 3 clusters Score -46862.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -46872.199219 Penalty: 3025.758301
	Iteration 12Q: 3 clusters Score -46872.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -46879.363281 Penalty: 3025.758301
	Iteration 13Q: 3 clusters Score -46879.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -46885.171875 Penalty: 3025.758301
	Iteration 14Q: 3 clusters Score -46885.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -46889.507812 Penalty: 3025.758301
	Iteration 15Q: 3 clusters Score -46889.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -46889.507812 Penalty: 3025.758301
	Iteration 16F: 3 clusters Score -46889.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 8704 members 
Mstep: Class 3 contains 15506 members 
Mstep: Class 4 contains 183853 members 
Mstep: Class 5 contains 320846 members 
Mstep: Class 6 contains 8646 members 
Mstep: Class 7 contains 182020 members 
Mstep: Class 8 contains 16471 members 
Mstep: Class 9 contains 12202 members 
Mstep: Class 10 contains 14508 members 
Mstep: Class 11 contains 7971 members 
Mstep: Class 12 contains 19115 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3223 members 
Mstep: Class 15 contains 101704 members 
Mstep: Class 16 contains 186299 members 
Mstep: Class 17 contains 16518 members 
Mstep: Class 18 contains 83467 members 
Mstep: Class 19 contains 25566 members 
Mstep: Class 20 contains 114178 members 
Mstep: Class 21 contains 44187 members 
Mstep: Class 22 contains 53054 members 
Mstep: Class 23 contains 10640 members 
Mstep: Class 24 contains 29259 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12868 members 
Mstep: Class 27 contains 11085 members 
Mstep: Class 28 contains 5668 members 
Mstep: Class 29 contains 12257 members 
Mstep: Class 30 contains 3242 members 
Mstep: Class 31 contains 6504 members 
Mstep: Class 32 contains 10950 members 
Mstep: Class 33 contains 54455 members 
Mstep: Class 34 contains 23707 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131095 members 
Mstep: Class 37 contains 228647 members 
Mstep: Class 38 contains 21480 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 881 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499136.000000 Penalty: 147473.906250
Iteration 359Q: 42 clusters Score -2.354991e+08 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 8704 members 
Mstep: Class 3 contains 15502 members 
Mstep: Class 4 contains 183862 members 
Mstep: Class 5 contains 320845 members 
Mstep: Class 6 contains 8647 members 
Mstep: Class 7 contains 182115 members 
Mstep: Class 8 contains 16472 members 
Mstep: Class 9 contains 12204 members 
Mstep: Class 10 contains 14511 members 
Mstep: Class 11 contains 7970 members 
Mstep: Class 12 contains 19105 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3222 members 
Mstep: Class 15 contains 101703 members 
Mstep: Class 16 contains 186292 members 
Mstep: Class 17 contains 16515 members 
Mstep: Class 18 contains 83462 members 
Mstep: Class 19 contains 25568 members 
Mstep: Class 20 contains 114218 members 
Mstep: Class 21 contains 44184 members 
Mstep: Class 22 contains 53060 members 
Mstep: Class 23 contains 10643 members 
Mstep: Class 24 contains 29257 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12869 members 
Mstep: Class 27 contains 11086 members 
Mstep: Class 28 contains 5668 members 
Mstep: Class 29 contains 12257 members 
Mstep: Class 30 contains 3244 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 10950 members 
Mstep: Class 33 contains 54455 members 
Mstep: Class 34 contains 23715 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131097 members 
Mstep: Class 37 contains 228512 members 
Mstep: Class 38 contains 21479 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 881 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235498864.000000 Penalty: 147473.906250
Iteration 360F: 42 clusters Score -2.354989e+08 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 8706 members 
Mstep: Class 3 contains 15500 members 
Mstep: Class 4 contains 183858 members 
Mstep: Class 5 contains 320843 members 
Mstep: Class 6 contains 8647 members 
Mstep: Class 7 contains 182235 members 
Mstep: Class 8 contains 16474 members 
Mstep: Class 9 contains 12204 members 
Mstep: Class 10 contains 14514 members 
Mstep: Class 11 contains 7968 members 
Mstep: Class 12 contains 19097 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3222 members 
Mstep: Class 15 contains 101705 members 
Mstep: Class 16 contains 186276 members 
Mstep: Class 17 contains 16514 members 
Mstep: Class 18 contains 83465 members 
Mstep: Class 19 contains 25568 members 
Mstep: Class 20 contains 114283 members 
Mstep: Class 21 contains 44184 members 
Mstep: Class 22 contains 53059 members 
Mstep: Class 23 contains 10645 members 
Mstep: Class 24 contains 29258 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12869 members 
Mstep: Class 27 contains 11086 members 
Mstep: Class 28 contains 5668 members 
Mstep: Class 29 contains 12258 members 
Mstep: Class 30 contains 3248 members 
Mstep: Class 31 contains 6504 members 
Mstep: Class 32 contains 10951 members 
Mstep: Class 33 contains 54455 members 
Mstep: Class 34 contains 23717 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131094 members 
Mstep: Class 37 contains 228340 members 
Mstep: Class 38 contains 21480 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 881 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499152.000000 Penalty: 147473.906250
Iteration 361Q: 42 clusters Score -2.354992e+08 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 8705 members 
Mstep: Class 3 contains 15498 members 
Mstep: Class 4 contains 183855 members 
Mstep: Class 5 contains 320849 members 
Mstep: Class 6 contains 8647 members 
Mstep: Class 7 contains 182322 members 
Mstep: Class 8 contains 16476 members 
Mstep: Class 9 contains 12203 members 
Mstep: Class 10 contains 14515 members 
Mstep: Class 11 contains 7966 members 
Mstep: Class 12 contains 19091 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3221 members 
Mstep: Class 15 contains 101706 members 
Mstep: Class 16 contains 186251 members 
Mstep: Class 17 contains 16511 members 
Mstep: Class 18 contains 83467 members 
Mstep: Class 19 contains 25569 members 
Mstep: Class 20 contains 114338 members 
Mstep: Class 21 contains 44182 members 
Mstep: Class 22 contains 53071 members 
Mstep: Class 23 contains 10647 members 
Mstep: Class 24 contains 29256 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12869 members 
Mstep: Class 27 contains 11086 members 
Mstep: Class 28 contains 5668 members 
Mstep: Class 29 contains 12257 members 
Mstep: Class 30 contains 3246 members 
Mstep: Class 31 contains 6507 members 
Mstep: Class 32 contains 10952 members 
Mstep: Class 33 contains 54455 members 
Mstep: Class 34 contains 23721 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131094 members 
Mstep: Class 37 contains 228215 members 
Mstep: Class 38 contains 21479 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 881 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499184.000000 Penalty: 147473.906250
Iteration 362Q: 42 clusters Score -2.354992e+08 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 8701 members 
Mstep: Class 3 contains 15498 members 
Mstep: Class 4 contains 183864 members 
Mstep: Class 5 contains 320858 members 
Mstep: Class 6 contains 8646 members 
Mstep: Class 7 contains 182405 members 
Mstep: Class 8 contains 16473 members 
Mstep: Class 9 contains 12206 members 
Mstep: Class 10 contains 14519 members 
Mstep: Class 11 contains 7964 members 
Mstep: Class 12 contains 19078 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3220 members 
Mstep: Class 15 contains 101706 members 
Mstep: Class 16 contains 186229 members 
Mstep: Class 17 contains 16513 members 
Mstep: Class 18 contains 83472 members 
Mstep: Class 19 contains 25570 members 
Mstep: Class 20 contains 114383 members 
Mstep: Class 21 contains 44183 members 
Mstep: Class 22 contains 53075 members 
Mstep: Class 23 contains 10646 members 
Mstep: Class 24 contains 29253 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12869 members 
Mstep: Class 27 contains 11088 members 
Mstep: Class 28 contains 5667 members 
Mstep: Class 29 contains 12257 members 
Mstep: Class 30 contains 3252 members 
Mstep: Class 31 contains 6506 members 
Mstep: Class 32 contains 10950 members 
Mstep: Class 33 contains 54454 members 
Mstep: Class 34 contains 23722 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131092 members 
Mstep: Class 37 contains 228097 members 
Mstep: Class 38 contains 21479 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 881 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235498960.000000 Penalty: 147473.906250
Iteration 363Q: 42 clusters Score -2.35499e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 8700 members 
Mstep: Class 3 contains 15499 members 
Mstep: Class 4 contains 183871 members 
Mstep: Class 5 contains 320854 members 
Mstep: Class 6 contains 8646 members 
Mstep: Class 7 contains 182476 members 
Mstep: Class 8 contains 16469 members 
Mstep: Class 9 contains 12207 members 
Mstep: Class 10 contains 14524 members 
Mstep: Class 11 contains 7960 members 
Mstep: Class 12 contains 19075 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3220 members 
Mstep: Class 15 contains 101709 members 
Mstep: Class 16 contains 186209 members 
Mstep: Class 17 contains 16514 members 
Mstep: Class 18 contains 83476 members 
Mstep: Class 19 contains 25571 members 
Mstep: Class 20 contains 114424 members 
Mstep: Class 21 contains 44188 members 
Mstep: Class 22 contains 53079 members 
Mstep: Class 23 contains 10645 members 
Mstep: Class 24 contains 29252 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12869 members 
Mstep: Class 27 contains 11088 members 
Mstep: Class 28 contains 5669 members 
Mstep: Class 29 contains 12258 members 
Mstep: Class 30 contains 3254 members 
Mstep: Class 31 contains 6509 members 
Mstep: Class 32 contains 10950 members 
Mstep: Class 33 contains 54452 members 
Mstep: Class 34 contains 23730 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131091 members 
Mstep: Class 37 contains 227976 members 
Mstep: Class 38 contains 21481 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 881 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499440.000000 Penalty: 147473.906250
Iteration 364Q: 42 clusters Score -2.354994e+08 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 8701 members 
Mstep: Class 3 contains 15498 members 
Mstep: Class 4 contains 183886 members 
Mstep: Class 5 contains 320834 members 
Mstep: Class 6 contains 8647 members 
Mstep: Class 7 contains 182533 members 
Mstep: Class 8 contains 16468 members 
Mstep: Class 9 contains 12207 members 
Mstep: Class 10 contains 14521 members 
Mstep: Class 11 contains 7959 members 
Mstep: Class 12 contains 19070 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3221 members 
Mstep: Class 15 contains 101710 members 
Mstep: Class 16 contains 186203 members 
Mstep: Class 17 contains 16516 members 
Mstep: Class 18 contains 83477 members 
Mstep: Class 19 contains 25570 members 
Mstep: Class 20 contains 114462 members 
Mstep: Class 21 contains 44186 members 
Mstep: Class 22 contains 53077 members 
Mstep: Class 23 contains 10645 members 
Mstep: Class 24 contains 29253 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12868 members 
Mstep: Class 27 contains 11088 members 
Mstep: Class 28 contains 5669 members 
Mstep: Class 29 contains 12259 members 
Mstep: Class 30 contains 3256 members 
Mstep: Class 31 contains 6513 members 
Mstep: Class 32 contains 10948 members 
Mstep: Class 33 contains 54454 members 
Mstep: Class 34 contains 23733 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131093 members 
Mstep: Class 37 contains 227889 members 
Mstep: Class 38 contains 21482 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 881 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499536.000000 Penalty: 147473.906250
Iteration 365Q: 42 clusters Score -2.354995e+08 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 8701 members 
Mstep: Class 3 contains 15499 members 
Mstep: Class 4 contains 183887 members 
Mstep: Class 5 contains 320820 members 
Mstep: Class 6 contains 8646 members 
Mstep: Class 7 contains 182575 members 
Mstep: Class 8 contains 16468 members 
Mstep: Class 9 contains 12210 members 
Mstep: Class 10 contains 14524 members 
Mstep: Class 11 contains 7958 members 
Mstep: Class 12 contains 19064 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3221 members 
Mstep: Class 15 contains 101709 members 
Mstep: Class 16 contains 186209 members 
Mstep: Class 17 contains 16514 members 
Mstep: Class 18 contains 83482 members 
Mstep: Class 19 contains 25572 members 
Mstep: Class 20 contains 114524 members 
Mstep: Class 21 contains 44186 members 
Mstep: Class 22 contains 53082 members 
Mstep: Class 23 contains 10646 members 
Mstep: Class 24 contains 29253 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12865 members 
Mstep: Class 27 contains 11088 members 
Mstep: Class 28 contains 5668 members 
Mstep: Class 29 contains 12258 members 
Mstep: Class 30 contains 3257 members 
Mstep: Class 31 contains 6518 members 
Mstep: Class 32 contains 10946 members 
Mstep: Class 33 contains 54455 members 
Mstep: Class 34 contains 23730 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131095 members 
Mstep: Class 37 contains 227782 members 
Mstep: Class 38 contains 21483 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 881 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499568.000000 Penalty: 147473.906250
Iteration 366Q: 42 clusters Score -2.354996e+08 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 8701 members 
Mstep: Class 3 contains 15498 members 
Mstep: Class 4 contains 183897 members 
Mstep: Class 5 contains 320824 members 
Mstep: Class 6 contains 8645 members 
Mstep: Class 7 contains 182607 members 
Mstep: Class 8 contains 16466 members 
Mstep: Class 9 contains 12212 members 
Mstep: Class 10 contains 14529 members 
Mstep: Class 11 contains 7958 members 
Mstep: Class 12 contains 19055 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3221 members 
Mstep: Class 15 contains 101709 members 
Mstep: Class 16 contains 186205 members 
Mstep: Class 17 contains 16513 members 
Mstep: Class 18 contains 83484 members 
Mstep: Class 19 contains 25573 members 
Mstep: Class 20 contains 114583 members 
Mstep: Class 21 contains 44185 members 
Mstep: Class 22 contains 53097 members 
Mstep: Class 23 contains 10646 members 
Mstep: Class 24 contains 29253 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12865 members 
Mstep: Class 27 contains 11088 members 
Mstep: Class 28 contains 5668 members 
Mstep: Class 29 contains 12258 members 
Mstep: Class 30 contains 3257 members 
Mstep: Class 31 contains 6522 members 
Mstep: Class 32 contains 10946 members 
Mstep: Class 33 contains 54453 members 
Mstep: Class 34 contains 23736 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131091 members 
Mstep: Class 37 contains 227665 members 
Mstep: Class 38 contains 21484 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 881 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499712.000000 Penalty: 147473.906250
Iteration 367Q: 42 clusters Score -2.354997e+08 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 8701 members 
Mstep: Class 3 contains 15497 members 
Mstep: Class 4 contains 183897 members 
Mstep: Class 5 contains 320811 members 
Mstep: Class 6 contains 8646 members 
Mstep: Class 7 contains 182686 members 
Mstep: Class 8 contains 16466 members 
Mstep: Class 9 contains 12214 members 
Mstep: Class 10 contains 14531 members 
Mstep: Class 11 contains 7958 members 
Mstep: Class 12 contains 19043 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3221 members 
Mstep: Class 15 contains 101708 members 
Mstep: Class 16 contains 186198 members 
Mstep: Class 17 contains 16511 members 
Mstep: Class 18 contains 83481 members 
Mstep: Class 19 contains 25572 members 
Mstep: Class 20 contains 114620 members 
Mstep: Class 21 contains 44182 members 
Mstep: Class 22 contains 53118 members 
Mstep: Class 23 contains 10647 members 
Mstep: Class 24 contains 29249 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12866 members 
Mstep: Class 27 contains 11088 members 
Mstep: Class 28 contains 5667 members 
Mstep: Class 29 contains 12259 members 
Mstep: Class 30 contains 3257 members 
Mstep: Class 31 contains 6525 members 
Mstep: Class 32 contains 10948 members 
Mstep: Class 33 contains 54454 members 
Mstep: Class 34 contains 23737 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131087 members 
Mstep: Class 37 contains 227564 members 
Mstep: Class 38 contains 21485 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 881 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499696.000000 Penalty: 147473.906250
Iteration 368Q: 42 clusters Score -2.354997e+08 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 8700 members 
Mstep: Class 3 contains 15495 members 
Mstep: Class 4 contains 183894 members 
Mstep: Class 5 contains 320809 members 
Mstep: Class 6 contains 8647 members 
Mstep: Class 7 contains 182768 members 
Mstep: Class 8 contains 16467 members 
Mstep: Class 9 contains 12214 members 
Mstep: Class 10 contains 14530 members 
Mstep: Class 11 contains 7959 members 
Mstep: Class 12 contains 19029 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3221 members 
Mstep: Class 15 contains 101707 members 
Mstep: Class 16 contains 186183 members 
Mstep: Class 17 contains 16510 members 
Mstep: Class 18 contains 83478 members 
Mstep: Class 19 contains 25572 members 
Mstep: Class 20 contains 114672 members 
Mstep: Class 21 contains 44177 members 
Mstep: Class 22 contains 53131 members 
Mstep: Class 23 contains 10648 members 
Mstep: Class 24 contains 29249 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12865 members 
Mstep: Class 27 contains 11088 members 
Mstep: Class 28 contains 5666 members 
Mstep: Class 29 contains 12258 members 
Mstep: Class 30 contains 3257 members 
Mstep: Class 31 contains 6525 members 
Mstep: Class 32 contains 10947 members 
Mstep: Class 33 contains 54455 members 
Mstep: Class 34 contains 23742 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131085 members 
Mstep: Class 37 contains 227461 members 
Mstep: Class 38 contains 21485 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 881 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499616.000000 Penalty: 147473.906250
Iteration 369Q: 42 clusters Score -2.354996e+08 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 8700 members 
Mstep: Class 3 contains 15488 members 
Mstep: Class 4 contains 183895 members 
Mstep: Class 5 contains 320811 members 
Mstep: Class 6 contains 8650 members 
Mstep: Class 7 contains 182840 members 
Mstep: Class 8 contains 16467 members 
Mstep: Class 9 contains 12216 members 
Mstep: Class 10 contains 14528 members 
Mstep: Class 11 contains 7957 members 
Mstep: Class 12 contains 19021 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3221 members 
Mstep: Class 15 contains 101706 members 
Mstep: Class 16 contains 186174 members 
Mstep: Class 17 contains 16509 members 
Mstep: Class 18 contains 83479 members 
Mstep: Class 19 contains 25572 members 
Mstep: Class 20 contains 114735 members 
Mstep: Class 21 contains 44172 members 
Mstep: Class 22 contains 53138 members 
Mstep: Class 23 contains 10649 members 
Mstep: Class 24 contains 29249 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12865 members 
Mstep: Class 27 contains 11088 members 
Mstep: Class 28 contains 5666 members 
Mstep: Class 29 contains 12256 members 
Mstep: Class 30 contains 3257 members 
Mstep: Class 31 contains 6526 members 
Mstep: Class 32 contains 10946 members 
Mstep: Class 33 contains 54452 members 
Mstep: Class 34 contains 23747 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131083 members 
Mstep: Class 37 contains 227346 members 
Mstep: Class 38 contains 21485 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 881 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499488.000000 Penalty: 147473.906250
Iteration 370Q: 42 clusters Score -2.354995e+08 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 8700 members 
Mstep: Class 3 contains 15483 members 
Mstep: Class 4 contains 183902 members 
Mstep: Class 5 contains 320797 members 
Mstep: Class 6 contains 8649 members 
Mstep: Class 7 contains 182916 members 
Mstep: Class 8 contains 16466 members 
Mstep: Class 9 contains 12216 members 
Mstep: Class 10 contains 14527 members 
Mstep: Class 11 contains 7957 members 
Mstep: Class 12 contains 19015 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3222 members 
Mstep: Class 15 contains 101709 members 
Mstep: Class 16 contains 186155 members 
Mstep: Class 17 contains 16508 members 
Mstep: Class 18 contains 83479 members 
Mstep: Class 19 contains 25573 members 
Mstep: Class 20 contains 114801 members 
Mstep: Class 21 contains 44168 members 
Mstep: Class 22 contains 53140 members 
Mstep: Class 23 contains 10648 members 
Mstep: Class 24 contains 29247 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12863 members 
Mstep: Class 27 contains 11088 members 
Mstep: Class 28 contains 5667 members 
Mstep: Class 29 contains 12257 members 
Mstep: Class 30 contains 3257 members 
Mstep: Class 31 contains 6527 members 
Mstep: Class 32 contains 10946 members 
Mstep: Class 33 contains 54449 members 
Mstep: Class 34 contains 23765 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131081 members 
Mstep: Class 37 contains 227231 members 
Mstep: Class 38 contains 21485 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 881 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499520.000000 Penalty: 147473.906250
Iteration 371Q: 42 clusters Score -2.354995e+08 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 8700 members 
Mstep: Class 3 contains 15481 members 
Mstep: Class 4 contains 183896 members 
Mstep: Class 5 contains 320798 members 
Mstep: Class 6 contains 8648 members 
Mstep: Class 7 contains 182974 members 
Mstep: Class 8 contains 16466 members 
Mstep: Class 9 contains 12217 members 
Mstep: Class 10 contains 14523 members 
Mstep: Class 11 contains 7957 members 
Mstep: Class 12 contains 19011 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3222 members 
Mstep: Class 15 contains 101706 members 
Mstep: Class 16 contains 186137 members 
Mstep: Class 17 contains 16505 members 
Mstep: Class 18 contains 83479 members 
Mstep: Class 19 contains 25576 members 
Mstep: Class 20 contains 114849 members 
Mstep: Class 21 contains 44167 members 
Mstep: Class 22 contains 53148 members 
Mstep: Class 23 contains 10646 members 
Mstep: Class 24 contains 29243 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12863 members 
Mstep: Class 27 contains 11088 members 
Mstep: Class 28 contains 5667 members 
Mstep: Class 29 contains 12258 members 
Mstep: Class 30 contains 3257 members 
Mstep: Class 31 contains 6525 members 
Mstep: Class 32 contains 10946 members 
Mstep: Class 33 contains 54450 members 
Mstep: Class 34 contains 23786 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131080 members 
Mstep: Class 37 contains 227140 members 
Mstep: Class 38 contains 21485 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 881 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499616.000000 Penalty: 147473.906250
Iteration 372Q: 42 clusters Score -2.354996e+08 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 8700 members 
Mstep: Class 3 contains 15477 members 
Mstep: Class 4 contains 183897 members 
Mstep: Class 5 contains 320795 members 
Mstep: Class 6 contains 8647 members 
Mstep: Class 7 contains 183020 members 
Mstep: Class 8 contains 16466 members 
Mstep: Class 9 contains 12219 members 
Mstep: Class 10 contains 14523 members 
Mstep: Class 11 contains 7956 members 
Mstep: Class 12 contains 19007 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3222 members 
Mstep: Class 15 contains 101706 members 
Mstep: Class 16 contains 186121 members 
Mstep: Class 17 contains 16508 members 
Mstep: Class 18 contains 83480 members 
Mstep: Class 19 contains 25579 members 
Mstep: Class 20 contains 114879 members 
Mstep: Class 21 contains 44166 members 
Mstep: Class 22 contains 53155 members 
Mstep: Class 23 contains 10646 members 
Mstep: Class 24 contains 29244 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12860 members 
Mstep: Class 27 contains 11089 members 
Mstep: Class 28 contains 5667 members 
Mstep: Class 29 contains 12257 members 
Mstep: Class 30 contains 3257 members 
Mstep: Class 31 contains 6525 members 
Mstep: Class 32 contains 10945 members 
Mstep: Class 33 contains 54457 members 
Mstep: Class 34 contains 23811 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131081 members 
Mstep: Class 37 contains 227048 members 
Mstep: Class 38 contains 21484 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 881 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499520.000000 Penalty: 147473.906250
Iteration 373Q: 42 clusters Score -2.354995e+08 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 8699 members 
Mstep: Class 3 contains 15475 members 
Mstep: Class 4 contains 183891 members 
Mstep: Class 5 contains 320790 members 
Mstep: Class 6 contains 8646 members 
Mstep: Class 7 contains 183071 members 
Mstep: Class 8 contains 16466 members 
Mstep: Class 9 contains 12218 members 
Mstep: Class 10 contains 14522 members 
Mstep: Class 11 contains 7958 members 
Mstep: Class 12 contains 19004 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3222 members 
Mstep: Class 15 contains 101707 members 
Mstep: Class 16 contains 186109 members 
Mstep: Class 17 contains 16508 members 
Mstep: Class 18 contains 83482 members 
Mstep: Class 19 contains 25582 members 
Mstep: Class 20 contains 114931 members 
Mstep: Class 21 contains 44168 members 
Mstep: Class 22 contains 53162 members 
Mstep: Class 23 contains 10645 members 
Mstep: Class 24 contains 29244 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12859 members 
Mstep: Class 27 contains 11090 members 
Mstep: Class 28 contains 5667 members 
Mstep: Class 29 contains 12258 members 
Mstep: Class 30 contains 3257 members 
Mstep: Class 31 contains 6525 members 
Mstep: Class 32 contains 10944 members 
Mstep: Class 33 contains 54457 members 
Mstep: Class 34 contains 23833 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131083 members 
Mstep: Class 37 contains 226937 members 
Mstep: Class 38 contains 21484 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 881 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499552.000000 Penalty: 147473.906250
Iteration 374Q: 42 clusters Score -2.354996e+08 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 8700 members 
Mstep: Class 3 contains 15471 members 
Mstep: Class 4 contains 183888 members 
Mstep: Class 5 contains 320784 members 
Mstep: Class 6 contains 8646 members 
Mstep: Class 7 contains 183109 members 
Mstep: Class 8 contains 16465 members 
Mstep: Class 9 contains 12218 members 
Mstep: Class 10 contains 14520 members 
Mstep: Class 11 contains 7959 members 
Mstep: Class 12 contains 18998 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3222 members 
Mstep: Class 15 contains 101707 members 
Mstep: Class 16 contains 186105 members 
Mstep: Class 17 contains 16508 members 
Mstep: Class 18 contains 83486 members 
Mstep: Class 19 contains 25585 members 
Mstep: Class 20 contains 114980 members 
Mstep: Class 21 contains 44169 members 
Mstep: Class 22 contains 53163 members 
Mstep: Class 23 contains 10644 members 
Mstep: Class 24 contains 29241 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12860 members 
Mstep: Class 27 contains 11090 members 
Mstep: Class 28 contains 5667 members 
Mstep: Class 29 contains 12259 members 
Mstep: Class 30 contains 3257 members 
Mstep: Class 31 contains 6527 members 
Mstep: Class 32 contains 10943 members 
Mstep: Class 33 contains 54458 members 
Mstep: Class 34 contains 23859 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131084 members 
Mstep: Class 37 contains 226838 members 
Mstep: Class 38 contains 21484 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 881 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499520.000000 Penalty: 147473.906250
Iteration 375Q: 42 clusters Score -2.354995e+08 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 8700 members 
Mstep: Class 3 contains 15469 members 
Mstep: Class 4 contains 183885 members 
Mstep: Class 5 contains 320788 members 
Mstep: Class 6 contains 8645 members 
Mstep: Class 7 contains 183133 members 
Mstep: Class 8 contains 16465 members 
Mstep: Class 9 contains 12220 members 
Mstep: Class 10 contains 14519 members 
Mstep: Class 11 contains 7961 members 
Mstep: Class 12 contains 18993 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3222 members 
Mstep: Class 15 contains 101707 members 
Mstep: Class 16 contains 186093 members 
Mstep: Class 17 contains 16508 members 
Mstep: Class 18 contains 83484 members 
Mstep: Class 19 contains 25589 members 
Mstep: Class 20 contains 115045 members 
Mstep: Class 21 contains 44167 members 
Mstep: Class 22 contains 53161 members 
Mstep: Class 23 contains 10644 members 
Mstep: Class 24 contains 29236 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12863 members 
Mstep: Class 27 contains 11090 members 
Mstep: Class 28 contains 5667 members 
Mstep: Class 29 contains 12259 members 
Mstep: Class 30 contains 3257 members 
Mstep: Class 31 contains 6527 members 
Mstep: Class 32 contains 10946 members 
Mstep: Class 33 contains 54459 members 
Mstep: Class 34 contains 23868 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131083 members 
Mstep: Class 37 contains 226757 members 
Mstep: Class 38 contains 21484 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 881 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499376.000000 Penalty: 147473.906250
Iteration 376Q: 42 clusters Score -2.354994e+08 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 8700 members 
Mstep: Class 3 contains 15470 members 
Mstep: Class 4 contains 183871 members 
Mstep: Class 5 contains 320788 members 
Mstep: Class 6 contains 8646 members 
Mstep: Class 7 contains 183142 members 
Mstep: Class 8 contains 16465 members 
Mstep: Class 9 contains 12219 members 
Mstep: Class 10 contains 14512 members 
Mstep: Class 11 contains 7962 members 
Mstep: Class 12 contains 18986 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3222 members 
Mstep: Class 15 contains 101706 members 
Mstep: Class 16 contains 186090 members 
Mstep: Class 17 contains 16508 members 
Mstep: Class 18 contains 83484 members 
Mstep: Class 19 contains 25594 members 
Mstep: Class 20 contains 115100 members 
Mstep: Class 21 contains 44167 members 
Mstep: Class 22 contains 53159 members 
Mstep: Class 23 contains 10646 members 
Mstep: Class 24 contains 29236 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12864 members 
Mstep: Class 27 contains 11090 members 
Mstep: Class 28 contains 5667 members 
Mstep: Class 29 contains 12259 members 
Mstep: Class 30 contains 3257 members 
Mstep: Class 31 contains 6526 members 
Mstep: Class 32 contains 10944 members 
Mstep: Class 33 contains 54458 members 
Mstep: Class 34 contains 23889 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131082 members 
Mstep: Class 37 contains 226701 members 
Mstep: Class 38 contains 21484 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 881 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499600.000000 Penalty: 147473.906250
Iteration 377Q: 42 clusters Score -2.354996e+08 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 8698 members 
Mstep: Class 3 contains 15470 members 
Mstep: Class 4 contains 183865 members 
Mstep: Class 5 contains 320796 members 
Mstep: Class 6 contains 8645 members 
Mstep: Class 7 contains 183129 members 
Mstep: Class 8 contains 16464 members 
Mstep: Class 9 contains 12219 members 
Mstep: Class 10 contains 14510 members 
Mstep: Class 11 contains 7965 members 
Mstep: Class 12 contains 18979 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3223 members 
Mstep: Class 15 contains 101703 members 
Mstep: Class 16 contains 186088 members 
Mstep: Class 17 contains 16507 members 
Mstep: Class 18 contains 83481 members 
Mstep: Class 19 contains 25599 members 
Mstep: Class 20 contains 115164 members 
Mstep: Class 21 contains 44165 members 
Mstep: Class 22 contains 53161 members 
Mstep: Class 23 contains 10646 members 
Mstep: Class 24 contains 29236 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12868 members 
Mstep: Class 27 contains 11090 members 
Mstep: Class 28 contains 5667 members 
Mstep: Class 29 contains 12259 members 
Mstep: Class 30 contains 3257 members 
Mstep: Class 31 contains 6528 members 
Mstep: Class 32 contains 10941 members 
Mstep: Class 33 contains 54458 members 
Mstep: Class 34 contains 23909 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131082 members 
Mstep: Class 37 contains 226637 members 
Mstep: Class 38 contains 21484 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 881 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499456.000000 Penalty: 147473.906250
Iteration 378Q: 42 clusters Score -2.354995e+08 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 8698 members 
Mstep: Class 3 contains 15470 members 
Mstep: Class 4 contains 183851 members 
Mstep: Class 5 contains 320787 members 
Mstep: Class 6 contains 8645 members 
Mstep: Class 7 contains 183144 members 
Mstep: Class 8 contains 16465 members 
Mstep: Class 9 contains 12221 members 
Mstep: Class 10 contains 14508 members 
Mstep: Class 11 contains 7966 members 
Mstep: Class 12 contains 18976 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3224 members 
Mstep: Class 15 contains 101702 members 
Mstep: Class 16 contains 186076 members 
Mstep: Class 17 contains 16506 members 
Mstep: Class 18 contains 83478 members 
Mstep: Class 19 contains 25601 members 
Mstep: Class 20 contains 115225 members 
Mstep: Class 21 contains 44163 members 
Mstep: Class 22 contains 53164 members 
Mstep: Class 23 contains 10644 members 
Mstep: Class 24 contains 29235 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12868 members 
Mstep: Class 27 contains 11090 members 
Mstep: Class 28 contains 5667 members 
Mstep: Class 29 contains 12260 members 
Mstep: Class 30 contains 3257 members 
Mstep: Class 31 contains 6532 members 
Mstep: Class 32 contains 10940 members 
Mstep: Class 33 contains 54459 members 
Mstep: Class 34 contains 23928 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131082 members 
Mstep: Class 37 contains 226577 members 
Mstep: Class 38 contains 21484 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 881 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500032.000000 Penalty: 147473.906250
Iteration 379Q: 42 clusters Score -2.355e+08 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 8696 members 
Mstep: Class 3 contains 15466 members 
Mstep: Class 4 contains 183839 members 
Mstep: Class 5 contains 320805 members 
Mstep: Class 6 contains 8647 members 
Mstep: Class 7 contains 183147 members 
Mstep: Class 8 contains 16465 members 
Mstep: Class 9 contains 12222 members 
Mstep: Class 10 contains 14507 members 
Mstep: Class 11 contains 7967 members 
Mstep: Class 12 contains 18971 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3225 members 
Mstep: Class 15 contains 101701 members 
Mstep: Class 16 contains 186059 members 
Mstep: Class 17 contains 16505 members 
Mstep: Class 18 contains 83478 members 
Mstep: Class 19 contains 25601 members 
Mstep: Class 20 contains 115292 members 
Mstep: Class 21 contains 44164 members 
Mstep: Class 22 contains 53156 members 
Mstep: Class 23 contains 10646 members 
Mstep: Class 24 contains 29233 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12867 members 
Mstep: Class 27 contains 11090 members 
Mstep: Class 28 contains 5667 members 
Mstep: Class 29 contains 12261 members 
Mstep: Class 30 contains 3257 members 
Mstep: Class 31 contains 6535 members 
Mstep: Class 32 contains 10940 members 
Mstep: Class 33 contains 54461 members 
Mstep: Class 34 contains 23947 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131082 members 
Mstep: Class 37 contains 226511 members 
Mstep: Class 38 contains 21483 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 881 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500368.000000 Penalty: 147473.906250
Iteration 380F: 42 clusters Score -2.355004e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 8696 members 
Mstep: Class 3 contains 15464 members 
Mstep: Class 4 contains 183828 members 
Mstep: Class 5 contains 320807 members 
Mstep: Class 6 contains 8649 members 
Mstep: Class 7 contains 183131 members 
Mstep: Class 8 contains 16466 members 
Mstep: Class 9 contains 12226 members 
Mstep: Class 10 contains 14505 members 
Mstep: Class 11 contains 7967 members 
Mstep: Class 12 contains 18965 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3225 members 
Mstep: Class 15 contains 101700 members 
Mstep: Class 16 contains 186047 members 
Mstep: Class 17 contains 16504 members 
Mstep: Class 18 contains 83478 members 
Mstep: Class 19 contains 25602 members 
Mstep: Class 20 contains 115364 members 
Mstep: Class 21 contains 44168 members 
Mstep: Class 22 contains 53152 members 
Mstep: Class 23 contains 10651 members 
Mstep: Class 24 contains 29230 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12866 members 
Mstep: Class 27 contains 11090 members 
Mstep: Class 28 contains 5667 members 
Mstep: Class 29 contains 12260 members 
Mstep: Class 30 contains 3257 members 
Mstep: Class 31 contains 6537 members 
Mstep: Class 32 contains 10941 members 
Mstep: Class 33 contains 54460 members 
Mstep: Class 34 contains 23954 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131082 members 
Mstep: Class 37 contains 226471 members 
Mstep: Class 38 contains 21483 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 881 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500144.000000 Penalty: 147473.906250
Iteration 381Q: 42 clusters Score -2.355001e+08 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 8695 members 
Mstep: Class 3 contains 15464 members 
Mstep: Class 4 contains 183817 members 
Mstep: Class 5 contains 320806 members 
Mstep: Class 6 contains 8648 members 
Mstep: Class 7 contains 183110 members 
Mstep: Class 8 contains 16467 members 
Mstep: Class 9 contains 12231 members 
Mstep: Class 10 contains 14508 members 
Mstep: Class 11 contains 7967 members 
Mstep: Class 12 contains 18962 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3225 members 
Mstep: Class 15 contains 101700 members 
Mstep: Class 16 contains 186032 members 
Mstep: Class 17 contains 16503 members 
Mstep: Class 18 contains 83480 members 
Mstep: Class 19 contains 25602 members 
Mstep: Class 20 contains 115433 members 
Mstep: Class 21 contains 44171 members 
Mstep: Class 22 contains 53154 members 
Mstep: Class 23 contains 10656 members 
Mstep: Class 24 contains 29223 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12862 members 
Mstep: Class 27 contains 11090 members 
Mstep: Class 28 contains 5667 members 
Mstep: Class 29 contains 12259 members 
Mstep: Class 30 contains 3257 members 
Mstep: Class 31 contains 6538 members 
Mstep: Class 32 contains 10941 members 
Mstep: Class 33 contains 54462 members 
Mstep: Class 34 contains 23958 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131082 members 
Mstep: Class 37 contains 226440 members 
Mstep: Class 38 contains 21483 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 881 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500496.000000 Penalty: 147473.906250
Iteration 382Q: 42 clusters Score -2.355005e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 8694 members 
Mstep: Class 3 contains 15464 members 
Mstep: Class 4 contains 183802 members 
Mstep: Class 5 contains 320807 members 
Mstep: Class 6 contains 8647 members 
Mstep: Class 7 contains 183080 members 
Mstep: Class 8 contains 16466 members 
Mstep: Class 9 contains 12234 members 
Mstep: Class 10 contains 14511 members 
Mstep: Class 11 contains 7967 members 
Mstep: Class 12 contains 18956 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3225 members 
Mstep: Class 15 contains 101702 members 
Mstep: Class 16 contains 186018 members 
Mstep: Class 17 contains 16503 members 
Mstep: Class 18 contains 83482 members 
Mstep: Class 19 contains 25602 members 
Mstep: Class 20 contains 115490 members 
Mstep: Class 21 contains 44167 members 
Mstep: Class 22 contains 53152 members 
Mstep: Class 23 contains 10655 members 
Mstep: Class 24 contains 29219 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12863 members 
Mstep: Class 27 contains 11090 members 
Mstep: Class 28 contains 5667 members 
Mstep: Class 29 contains 12257 members 
Mstep: Class 30 contains 3257 members 
Mstep: Class 31 contains 6539 members 
Mstep: Class 32 contains 10942 members 
Mstep: Class 33 contains 54463 members 
Mstep: Class 34 contains 23976 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131081 members 
Mstep: Class 37 contains 226431 members 
Mstep: Class 38 contains 21483 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 881 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500304.000000 Penalty: 147473.906250
Iteration 383Q: 42 clusters Score -2.355003e+08 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 8694 members 
Mstep: Class 3 contains 15462 members 
Mstep: Class 4 contains 183794 members 
Mstep: Class 5 contains 320812 members 
Mstep: Class 6 contains 8648 members 
Mstep: Class 7 contains 183047 members 
Mstep: Class 8 contains 16465 members 
Mstep: Class 9 contains 12235 members 
Mstep: Class 10 contains 14511 members 
Mstep: Class 11 contains 7966 members 
Mstep: Class 12 contains 18954 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3225 members 
Mstep: Class 15 contains 101701 members 
Mstep: Class 16 contains 186012 members 
Mstep: Class 17 contains 16503 members 
Mstep: Class 18 contains 83476 members 
Mstep: Class 19 contains 25604 members 
Mstep: Class 20 contains 115566 members 
Mstep: Class 21 contains 44169 members 
Mstep: Class 22 contains 53143 members 
Mstep: Class 23 contains 10655 members 
Mstep: Class 24 contains 29218 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12863 members 
Mstep: Class 27 contains 11090 members 
Mstep: Class 28 contains 5667 members 
Mstep: Class 29 contains 12256 members 
Mstep: Class 30 contains 3257 members 
Mstep: Class 31 contains 6541 members 
Mstep: Class 32 contains 10943 members 
Mstep: Class 33 contains 54463 members 
Mstep: Class 34 contains 23982 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131084 members 
Mstep: Class 37 contains 226404 members 
Mstep: Class 38 contains 21483 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 881 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500192.000000 Penalty: 147473.906250
Iteration 384Q: 42 clusters Score -2.355002e+08 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 8694 members 
Mstep: Class 3 contains 15461 members 
Mstep: Class 4 contains 183782 members 
Mstep: Class 5 contains 320810 members 
Mstep: Class 6 contains 8646 members 
Mstep: Class 7 contains 183007 members 
Mstep: Class 8 contains 16465 members 
Mstep: Class 9 contains 12236 members 
Mstep: Class 10 contains 14511 members 
Mstep: Class 11 contains 7965 members 
Mstep: Class 12 contains 18945 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3225 members 
Mstep: Class 15 contains 101700 members 
Mstep: Class 16 contains 186000 members 
Mstep: Class 17 contains 16502 members 
Mstep: Class 18 contains 83471 members 
Mstep: Class 19 contains 25604 members 
Mstep: Class 20 contains 115646 members 
Mstep: Class 21 contains 44174 members 
Mstep: Class 22 contains 53148 members 
Mstep: Class 23 contains 10654 members 
Mstep: Class 24 contains 29218 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12862 members 
Mstep: Class 27 contains 11090 members 
Mstep: Class 28 contains 5667 members 
Mstep: Class 29 contains 12254 members 
Mstep: Class 30 contains 3257 members 
Mstep: Class 31 contains 6543 members 
Mstep: Class 32 contains 10944 members 
Mstep: Class 33 contains 54463 members 
Mstep: Class 34 contains 23989 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131084 members 
Mstep: Class 37 contains 226392 members 
Mstep: Class 38 contains 21483 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 882 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499952.000000 Penalty: 147473.906250
Iteration 385Q: 42 clusters Score -2.355e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 8693 members 
Mstep: Class 3 contains 15459 members 
Mstep: Class 4 contains 183766 members 
Mstep: Class 5 contains 320811 members 
Mstep: Class 6 contains 8647 members 
Mstep: Class 7 contains 182946 members 
Mstep: Class 8 contains 16465 members 
Mstep: Class 9 contains 12242 members 
Mstep: Class 10 contains 14513 members 
Mstep: Class 11 contains 7967 members 
Mstep: Class 12 contains 18938 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3225 members 
Mstep: Class 15 contains 101700 members 
Mstep: Class 16 contains 185996 members 
Mstep: Class 17 contains 16500 members 
Mstep: Class 18 contains 83466 members 
Mstep: Class 19 contains 25605 members 
Mstep: Class 20 contains 115720 members 
Mstep: Class 21 contains 44174 members 
Mstep: Class 22 contains 53153 members 
Mstep: Class 23 contains 10654 members 
Mstep: Class 24 contains 29221 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12864 members 
Mstep: Class 27 contains 11090 members 
Mstep: Class 28 contains 5667 members 
Mstep: Class 29 contains 12253 members 
Mstep: Class 30 contains 3258 members 
Mstep: Class 31 contains 6547 members 
Mstep: Class 32 contains 10942 members 
Mstep: Class 33 contains 54462 members 
Mstep: Class 34 contains 23998 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131083 members 
Mstep: Class 37 contains 226383 members 
Mstep: Class 38 contains 21485 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 882 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500256.000000 Penalty: 147473.906250
Iteration 386Q: 42 clusters Score -2.355003e+08 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 8693 members 
Mstep: Class 3 contains 15457 members 
Mstep: Class 4 contains 183744 members 
Mstep: Class 5 contains 320820 members 
Mstep: Class 6 contains 8644 members 
Mstep: Class 7 contains 182933 members 
Mstep: Class 8 contains 16466 members 
Mstep: Class 9 contains 12247 members 
Mstep: Class 10 contains 14511 members 
Mstep: Class 11 contains 7969 members 
Mstep: Class 12 contains 18931 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3225 members 
Mstep: Class 15 contains 101702 members 
Mstep: Class 16 contains 185982 members 
Mstep: Class 17 contains 16497 members 
Mstep: Class 18 contains 83467 members 
Mstep: Class 19 contains 25606 members 
Mstep: Class 20 contains 115788 members 
Mstep: Class 21 contains 44171 members 
Mstep: Class 22 contains 53159 members 
Mstep: Class 23 contains 10653 members 
Mstep: Class 24 contains 29224 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12867 members 
Mstep: Class 27 contains 11090 members 
Mstep: Class 28 contains 5666 members 
Mstep: Class 29 contains 12250 members 
Mstep: Class 30 contains 3259 members 
Mstep: Class 31 contains 6548 members 
Mstep: Class 32 contains 10939 members 
Mstep: Class 33 contains 54463 members 
Mstep: Class 34 contains 24007 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131083 members 
Mstep: Class 37 contains 226347 members 
Mstep: Class 38 contains 21486 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 882 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500064.000000 Penalty: 147473.906250
Iteration 387Q: 42 clusters Score -2.355001e+08 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 8693 members 
Mstep: Class 3 contains 15457 members 
Mstep: Class 4 contains 183721 members 
Mstep: Class 5 contains 320821 members 
Mstep: Class 6 contains 8644 members 
Mstep: Class 7 contains 182936 members 
Mstep: Class 8 contains 16467 members 
Mstep: Class 9 contains 12249 members 
Mstep: Class 10 contains 14510 members 
Mstep: Class 11 contains 7969 members 
Mstep: Class 12 contains 18924 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3224 members 
Mstep: Class 15 contains 101702 members 
Mstep: Class 16 contains 185978 members 
Mstep: Class 17 contains 16496 members 
Mstep: Class 18 contains 83464 members 
Mstep: Class 19 contains 25607 members 
Mstep: Class 20 contains 115856 members 
Mstep: Class 21 contains 44166 members 
Mstep: Class 22 contains 53160 members 
Mstep: Class 23 contains 10654 members 
Mstep: Class 24 contains 29222 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12868 members 
Mstep: Class 27 contains 11090 members 
Mstep: Class 28 contains 5666 members 
Mstep: Class 29 contains 12248 members 
Mstep: Class 30 contains 3259 members 
Mstep: Class 31 contains 6549 members 
Mstep: Class 32 contains 10939 members 
Mstep: Class 33 contains 54465 members 
Mstep: Class 34 contains 24022 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131079 members 
Mstep: Class 37 contains 226301 members 
Mstep: Class 38 contains 21487 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 883 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500240.000000 Penalty: 147473.906250
Iteration 388Q: 42 clusters Score -2.355002e+08 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 8693 members 
Mstep: Class 3 contains 15457 members 
Mstep: Class 4 contains 183706 members 
Mstep: Class 5 contains 320829 members 
Mstep: Class 6 contains 8644 members 
Mstep: Class 7 contains 182912 members 
Mstep: Class 8 contains 16467 members 
Mstep: Class 9 contains 12254 members 
Mstep: Class 10 contains 14507 members 
Mstep: Class 11 contains 7969 members 
Mstep: Class 12 contains 18918 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3224 members 
Mstep: Class 15 contains 101704 members 
Mstep: Class 16 contains 185968 members 
Mstep: Class 17 contains 16495 members 
Mstep: Class 18 contains 83461 members 
Mstep: Class 19 contains 25607 members 
Mstep: Class 20 contains 115931 members 
Mstep: Class 21 contains 44165 members 
Mstep: Class 22 contains 53151 members 
Mstep: Class 23 contains 10656 members 
Mstep: Class 24 contains 29217 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12869 members 
Mstep: Class 27 contains 11090 members 
Mstep: Class 28 contains 5666 members 
Mstep: Class 29 contains 12245 members 
Mstep: Class 30 contains 3259 members 
Mstep: Class 31 contains 6550 members 
Mstep: Class 32 contains 10938 members 
Mstep: Class 33 contains 54469 members 
Mstep: Class 34 contains 24043 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131078 members 
Mstep: Class 37 contains 226264 members 
Mstep: Class 38 contains 21488 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 883 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500208.000000 Penalty: 147473.906250
Iteration 389Q: 42 clusters Score -2.355002e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 8693 members 
Mstep: Class 3 contains 15455 members 
Mstep: Class 4 contains 183705 members 
Mstep: Class 5 contains 320831 members 
Mstep: Class 6 contains 8642 members 
Mstep: Class 7 contains 182873 members 
Mstep: Class 8 contains 16467 members 
Mstep: Class 9 contains 12261 members 
Mstep: Class 10 contains 14506 members 
Mstep: Class 11 contains 7969 members 
Mstep: Class 12 contains 18910 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3224 members 
Mstep: Class 15 contains 101699 members 
Mstep: Class 16 contains 185955 members 
Mstep: Class 17 contains 16493 members 
Mstep: Class 18 contains 83457 members 
Mstep: Class 19 contains 25608 members 
Mstep: Class 20 contains 116010 members 
Mstep: Class 21 contains 44165 members 
Mstep: Class 22 contains 53141 members 
Mstep: Class 23 contains 10658 members 
Mstep: Class 24 contains 29214 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12869 members 
Mstep: Class 27 contains 11090 members 
Mstep: Class 28 contains 5666 members 
Mstep: Class 29 contains 12243 members 
Mstep: Class 30 contains 3259 members 
Mstep: Class 31 contains 6556 members 
Mstep: Class 32 contains 10936 members 
Mstep: Class 33 contains 54469 members 
Mstep: Class 34 contains 24054 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131079 members 
Mstep: Class 37 contains 226247 members 
Mstep: Class 38 contains 21488 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 883 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500192.000000 Penalty: 147473.906250
Iteration 390Q: 42 clusters Score -2.355002e+08 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 8694 members 
Mstep: Class 3 contains 15449 members 
Mstep: Class 4 contains 183711 members 
Mstep: Class 5 contains 320833 members 
Mstep: Class 6 contains 8639 members 
Mstep: Class 7 contains 182833 members 
Mstep: Class 8 contains 16467 members 
Mstep: Class 9 contains 12270 members 
Mstep: Class 10 contains 14504 members 
Mstep: Class 11 contains 7970 members 
Mstep: Class 12 contains 18908 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3224 members 
Mstep: Class 15 contains 101699 members 
Mstep: Class 16 contains 185938 members 
Mstep: Class 17 contains 16492 members 
Mstep: Class 18 contains 83453 members 
Mstep: Class 19 contains 25609 members 
Mstep: Class 20 contains 116089 members 
Mstep: Class 21 contains 44159 members 
Mstep: Class 22 contains 53135 members 
Mstep: Class 23 contains 10660 members 
Mstep: Class 24 contains 29209 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12865 members 
Mstep: Class 27 contains 11090 members 
Mstep: Class 28 contains 5666 members 
Mstep: Class 29 contains 12243 members 
Mstep: Class 30 contains 3259 members 
Mstep: Class 31 contains 6555 members 
Mstep: Class 32 contains 10935 members 
Mstep: Class 33 contains 54470 members 
Mstep: Class 34 contains 24068 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131077 members 
Mstep: Class 37 contains 226231 members 
Mstep: Class 38 contains 21488 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 883 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500672.000000 Penalty: 147473.906250
Iteration 391Q: 42 clusters Score -2.355007e+08 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 8694 members 
Mstep: Class 3 contains 15446 members 
Mstep: Class 4 contains 183704 members 
Mstep: Class 5 contains 320820 members 
Mstep: Class 6 contains 8640 members 
Mstep: Class 7 contains 182798 members 
Mstep: Class 8 contains 16467 members 
Mstep: Class 9 contains 12279 members 
Mstep: Class 10 contains 14502 members 
Mstep: Class 11 contains 7973 members 
Mstep: Class 12 contains 18905 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3224 members 
Mstep: Class 15 contains 101697 members 
Mstep: Class 16 contains 185916 members 
Mstep: Class 17 contains 16490 members 
Mstep: Class 18 contains 83448 members 
Mstep: Class 19 contains 25612 members 
Mstep: Class 20 contains 116160 members 
Mstep: Class 21 contains 44162 members 
Mstep: Class 22 contains 53123 members 
Mstep: Class 23 contains 10662 members 
Mstep: Class 24 contains 29211 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12862 members 
Mstep: Class 27 contains 11090 members 
Mstep: Class 28 contains 5666 members 
Mstep: Class 29 contains 12240 members 
Mstep: Class 30 contains 3259 members 
Mstep: Class 31 contains 6560 members 
Mstep: Class 32 contains 10934 members 
Mstep: Class 33 contains 54474 members 
Mstep: Class 34 contains 24079 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131073 members 
Mstep: Class 37 contains 226234 members 
Mstep: Class 38 contains 21488 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 883 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500464.000000 Penalty: 147473.906250
Iteration 392Q: 42 clusters Score -2.355005e+08 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 8695 members 
Mstep: Class 3 contains 15445 members 
Mstep: Class 4 contains 183682 members 
Mstep: Class 5 contains 320816 members 
Mstep: Class 6 contains 8641 members 
Mstep: Class 7 contains 182774 members 
Mstep: Class 8 contains 16467 members 
Mstep: Class 9 contains 12283 members 
Mstep: Class 10 contains 14503 members 
Mstep: Class 11 contains 7976 members 
Mstep: Class 12 contains 18903 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3224 members 
Mstep: Class 15 contains 101697 members 
Mstep: Class 16 contains 185894 members 
Mstep: Class 17 contains 16486 members 
Mstep: Class 18 contains 83448 members 
Mstep: Class 19 contains 25616 members 
Mstep: Class 20 contains 116232 members 
Mstep: Class 21 contains 44161 members 
Mstep: Class 22 contains 53109 members 
Mstep: Class 23 contains 10664 members 
Mstep: Class 24 contains 29208 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12863 members 
Mstep: Class 27 contains 11090 members 
Mstep: Class 28 contains 5666 members 
Mstep: Class 29 contains 12240 members 
Mstep: Class 30 contains 3259 members 
Mstep: Class 31 contains 6558 members 
Mstep: Class 32 contains 10934 members 
Mstep: Class 33 contains 54473 members 
Mstep: Class 34 contains 24089 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131071 members 
Mstep: Class 37 contains 226235 members 
Mstep: Class 38 contains 21488 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 883 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500288.000000 Penalty: 147473.906250
Iteration 393Q: 42 clusters Score -2.355003e+08 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 8697 members 
Mstep: Class 3 contains 15442 members 
Mstep: Class 4 contains 183677 members 
Mstep: Class 5 contains 320821 members 
Mstep: Class 6 contains 8641 members 
Mstep: Class 7 contains 182748 members 
Mstep: Class 8 contains 16467 members 
Mstep: Class 9 contains 12287 members 
Mstep: Class 10 contains 14504 members 
Mstep: Class 11 contains 7976 members 
Mstep: Class 12 contains 18898 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3224 members 
Mstep: Class 15 contains 101694 members 
Mstep: Class 16 contains 185868 members 
Mstep: Class 17 contains 16486 members 
Mstep: Class 18 contains 83447 members 
Mstep: Class 19 contains 25620 members 
Mstep: Class 20 contains 116282 members 
Mstep: Class 21 contains 44163 members 
Mstep: Class 22 contains 53104 members 
Mstep: Class 23 contains 10665 members 
Mstep: Class 24 contains 29204 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12862 members 
Mstep: Class 27 contains 11091 members 
Mstep: Class 28 contains 5666 members 
Mstep: Class 29 contains 12239 members 
Mstep: Class 30 contains 3259 members 
Mstep: Class 31 contains 6559 members 
Mstep: Class 32 contains 10934 members 
Mstep: Class 33 contains 54473 members 
Mstep: Class 34 contains 24102 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131070 members 
Mstep: Class 37 contains 226230 members 
Mstep: Class 38 contains 21489 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 883 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500416.000000 Penalty: 147473.906250
Iteration 394Q: 42 clusters Score -2.355004e+08 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 8697 members 
Mstep: Class 3 contains 15439 members 
Mstep: Class 4 contains 183671 members 
Mstep: Class 5 contains 320821 members 
Mstep: Class 6 contains 8640 members 
Mstep: Class 7 contains 182712 members 
Mstep: Class 8 contains 16468 members 
Mstep: Class 9 contains 12297 members 
Mstep: Class 10 contains 14497 members 
Mstep: Class 11 contains 7973 members 
Mstep: Class 12 contains 18892 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3224 members 
Mstep: Class 15 contains 101693 members 
Mstep: Class 16 contains 185836 members 
Mstep: Class 17 contains 16483 members 
Mstep: Class 18 contains 83452 members 
Mstep: Class 19 contains 25623 members 
Mstep: Class 20 contains 116341 members 
Mstep: Class 21 contains 44164 members 
Mstep: Class 22 contains 53099 members 
Mstep: Class 23 contains 10670 members 
Mstep: Class 24 contains 29199 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12861 members 
Mstep: Class 27 contains 11091 members 
Mstep: Class 28 contains 5666 members 
Mstep: Class 29 contains 12238 members 
Mstep: Class 30 contains 3260 members 
Mstep: Class 31 contains 6559 members 
Mstep: Class 32 contains 10934 members 
Mstep: Class 33 contains 54472 members 
Mstep: Class 34 contains 24113 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131068 members 
Mstep: Class 37 contains 226248 members 
Mstep: Class 38 contains 21487 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 883 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500400.000000 Penalty: 147473.906250
Iteration 395Q: 42 clusters Score -2.355004e+08 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 8696 members 
Mstep: Class 3 contains 15434 members 
Mstep: Class 4 contains 183675 members 
Mstep: Class 5 contains 320818 members 
Mstep: Class 6 contains 8640 members 
Mstep: Class 7 contains 182668 members 
Mstep: Class 8 contains 16468 members 
Mstep: Class 9 contains 12305 members 
Mstep: Class 10 contains 14501 members 
Mstep: Class 11 contains 7972 members 
Mstep: Class 12 contains 18886 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3224 members 
Mstep: Class 15 contains 101692 members 
Mstep: Class 16 contains 185814 members 
Mstep: Class 17 contains 16481 members 
Mstep: Class 18 contains 83455 members 
Mstep: Class 19 contains 25625 members 
Mstep: Class 20 contains 116411 members 
Mstep: Class 21 contains 44162 members 
Mstep: Class 22 contains 53097 members 
Mstep: Class 23 contains 10676 members 
Mstep: Class 24 contains 29197 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12861 members 
Mstep: Class 27 contains 11091 members 
Mstep: Class 28 contains 5666 members 
Mstep: Class 29 contains 12237 members 
Mstep: Class 30 contains 3260 members 
Mstep: Class 31 contains 6557 members 
Mstep: Class 32 contains 10936 members 
Mstep: Class 33 contains 54471 members 
Mstep: Class 34 contains 24119 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131067 members 
Mstep: Class 37 contains 226241 members 
Mstep: Class 38 contains 21484 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 883 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500448.000000 Penalty: 147473.906250
Iteration 396Q: 42 clusters Score -2.355004e+08 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 8695 members 
Mstep: Class 3 contains 15431 members 
Mstep: Class 4 contains 183677 members 
Mstep: Class 5 contains 320819 members 
Mstep: Class 6 contains 8637 members 
Mstep: Class 7 contains 182647 members 
Mstep: Class 8 contains 16468 members 
Mstep: Class 9 contains 12312 members 
Mstep: Class 10 contains 14503 members 
Mstep: Class 11 contains 7970 members 
Mstep: Class 12 contains 18883 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3224 members 
Mstep: Class 15 contains 101691 members 
Mstep: Class 16 contains 185786 members 
Mstep: Class 17 contains 16481 members 
Mstep: Class 18 contains 83452 members 
Mstep: Class 19 contains 25625 members 
Mstep: Class 20 contains 116464 members 
Mstep: Class 21 contains 44161 members 
Mstep: Class 22 contains 53103 members 
Mstep: Class 23 contains 10682 members 
Mstep: Class 24 contains 29195 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12861 members 
Mstep: Class 27 contains 11091 members 
Mstep: Class 28 contains 5666 members 
Mstep: Class 29 contains 12236 members 
Mstep: Class 30 contains 3261 members 
Mstep: Class 31 contains 6557 members 
Mstep: Class 32 contains 10937 members 
Mstep: Class 33 contains 54470 members 
Mstep: Class 34 contains 24124 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131064 members 
Mstep: Class 37 contains 226226 members 
Mstep: Class 38 contains 21484 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 883 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500352.000000 Penalty: 147473.906250
Iteration 397Q: 42 clusters Score -2.355004e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 8696 members 
Mstep: Class 3 contains 15429 members 
Mstep: Class 4 contains 183674 members 
Mstep: Class 5 contains 320819 members 
Mstep: Class 6 contains 8633 members 
Mstep: Class 7 contains 182643 members 
Mstep: Class 8 contains 16468 members 
Mstep: Class 9 contains 12315 members 
Mstep: Class 10 contains 14503 members 
Mstep: Class 11 contains 7975 members 
Mstep: Class 12 contains 18881 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3224 members 
Mstep: Class 15 contains 101689 members 
Mstep: Class 16 contains 185757 members 
Mstep: Class 17 contains 16483 members 
Mstep: Class 18 contains 83451 members 
Mstep: Class 19 contains 25625 members 
Mstep: Class 20 contains 116520 members 
Mstep: Class 21 contains 44160 members 
Mstep: Class 22 contains 53107 members 
Mstep: Class 23 contains 10684 members 
Mstep: Class 24 contains 29195 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12861 members 
Mstep: Class 27 contains 11092 members 
Mstep: Class 28 contains 5665 members 
Mstep: Class 29 contains 12236 members 
Mstep: Class 30 contains 3263 members 
Mstep: Class 31 contains 6552 members 
Mstep: Class 32 contains 10937 members 
Mstep: Class 33 contains 54470 members 
Mstep: Class 34 contains 24131 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131064 members 
Mstep: Class 37 contains 226197 members 
Mstep: Class 38 contains 21481 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 883 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500304.000000 Penalty: 147473.906250
Iteration 398Q: 42 clusters Score -2.355003e+08 nChanged 395
Entering ConstructFrom: 
Score: -235500304.000000 Penalty: 147473.906250
Entering ConstructFrom: 
Trying to split cluster 1 (6559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Entering Unmasked Estep 
Score: -800400.750000 Penalty: 2179.571045
	Iteration 0F: 2 clusters Score -800400.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -794988.062500 Penalty: 4359.142090
	Iteration 0F: 3 clusters Score -794988.1 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -796405.000000 Penalty: 4359.142090
	Iteration 1F: 3 clusters Score -796405 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -796715.562500 Penalty: 4359.142090
	Iteration 2F: 3 clusters Score -796715.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -796941.437500 Penalty: 4359.142090
	Iteration 3F: 3 clusters Score -796941.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -797157.687500 Penalty: 4359.142090
	Iteration 4Q: 3 clusters Score -797157.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -797451.562500 Penalty: 4359.142090
	Iteration 5Q: 3 clusters Score -797451.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -797861.312500 Penalty: 4359.142090
	Iteration 6F: 3 clusters Score -797861.3 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -798226.000000 Penalty: 4359.142090
	Iteration 7F: 3 clusters Score -798226 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -798526.000000 Penalty: 4359.142090
	Iteration 8F: 3 clusters Score -798526 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -798786.250000 Penalty: 4359.142090
	Iteration 9F: 3 clusters Score -798786.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -798972.812500 Penalty: 4359.142090
	Iteration 10Q: 3 clusters Score -798972.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -799128.062500 Penalty: 4359.142090
	Iteration 11Q: 3 clusters Score -799128.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -799244.375000 Penalty: 4359.142090
	Iteration 12Q: 3 clusters Score -799244.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -799318.937500 Penalty: 4359.142090
	Iteration 13Q: 3 clusters Score -799318.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -799378.312500 Penalty: 4359.142090
	Iteration 14Q: 3 clusters Score -799378.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -799436.000000 Penalty: 4359.142090
	Iteration 15Q: 3 clusters Score -799436 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -799476.500000 Penalty: 4359.142090
	Iteration 16Q: 3 clusters Score -799476.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -799528.250000 Penalty: 4359.142090
	Iteration 17Q: 3 clusters Score -799528.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -799567.812500 Penalty: 4359.142090
	Iteration 18Q: 3 clusters Score -799567.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -799597.000000 Penalty: 4359.142090
	Iteration 19Q: 3 clusters Score -799597 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -799622.187500 Penalty: 4359.142090
	Iteration 20F: 3 clusters Score -799622.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -799642.812500 Penalty: 4359.142090
	Iteration 21Q: 3 clusters Score -799642.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -799654.375000 Penalty: 4359.142090
	Iteration 22Q: 3 clusters Score -799654.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -799664.437500 Penalty: 4359.142090
	Iteration 23Q: 3 clusters Score -799664.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -799681.875000 Penalty: 4359.142090
	Iteration 24Q: 3 clusters Score -799681.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -799696.937500 Penalty: 4359.142090
	Iteration 25Q: 3 clusters Score -799696.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -799704.437500 Penalty: 4359.142090
	Iteration 26Q: 3 clusters Score -799704.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -799714.750000 Penalty: 4359.142090
	Iteration 27Q: 3 clusters Score -799714.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -799721.687500 Penalty: 4359.142090
	Iteration 28Q: 3 clusters Score -799721.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -799726.062500 Penalty: 4359.142090
	Iteration 29Q: 3 clusters Score -799726.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -799730.687500 Penalty: 4359.142090
	Iteration 30Q: 3 clusters Score -799730.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -799732.125000 Penalty: 4359.142090
	Iteration 31Q: 3 clusters Score -799732.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -799734.812500 Penalty: 4359.142090
	Iteration 32Q: 3 clusters Score -799734.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -799736.562500 Penalty: 4359.142090
	Iteration 33Q: 3 clusters Score -799736.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -799738.312500 Penalty: 4359.142090
	Iteration 34Q: 3 clusters Score -799738.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -799738.312500 Penalty: 4359.142090
	Iteration 35F: 3 clusters Score -799738.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Entering Unmasked Estep 
Score: -988131.062500 Penalty: 2249.484863
	Iteration 0F: 2 clusters Score -988131.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -981312.125000 Penalty: 4498.969727
	Iteration 0F: 3 clusters Score -981312.1 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -983470.125000 Penalty: 4498.969727
	Iteration 1F: 3 clusters Score -983470.1 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -983907.000000 Penalty: 4498.969727
	Iteration 2F: 3 clusters Score -983907 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -984305.250000 Penalty: 4498.969727
	Iteration 3F: 3 clusters Score -984305.2 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -984743.625000 Penalty: 4498.969727
	Iteration 4F: 3 clusters Score -984743.6 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -985303.250000 Penalty: 4498.969727
	Iteration 5F: 3 clusters Score -985303.2 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -985815.500000 Penalty: 4498.969727
	Iteration 6F: 3 clusters Score -985815.5 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -986186.937500 Penalty: 4498.969727
	Iteration 7F: 3 clusters Score -986186.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -986393.375000 Penalty: 4498.969727
	Iteration 8Q: 3 clusters Score -986393.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -986522.187500 Penalty: 4498.969727
	Iteration 9Q: 3 clusters Score -986522.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -986613.187500 Penalty: 4498.969727
	Iteration 10Q: 3 clusters Score -986613.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -986684.687500 Penalty: 4498.969727
	Iteration 11Q: 3 clusters Score -986684.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -986738.500000 Penalty: 4498.969727
	Iteration 12Q: 3 clusters Score -986738.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -986774.375000 Penalty: 4498.969727
	Iteration 13Q: 3 clusters Score -986774.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -986801.437500 Penalty: 4498.969727
	Iteration 14Q: 3 clusters Score -986801.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -986821.812500 Penalty: 4498.969727
	Iteration 15Q: 3 clusters Score -986821.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -986834.625000 Penalty: 4498.969727
	Iteration 16Q: 3 clusters Score -986834.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -986847.500000 Penalty: 4498.969727
	Iteration 17Q: 3 clusters Score -986847.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -986859.687500 Penalty: 4498.969727
	Iteration 18Q: 3 clusters Score -986859.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -986862.312500 Penalty: 4498.969727
	Iteration 19Q: 3 clusters Score -986862.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -986869.937500 Penalty: 4498.969727
	Iteration 20F: 3 clusters Score -986869.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -986873.187500 Penalty: 4498.969727
	Iteration 21Q: 3 clusters Score -986873.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -986875.000000 Penalty: 4498.969727
	Iteration 22Q: 3 clusters Score -986875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -986879.687500 Penalty: 4498.969727
	Iteration 23Q: 3 clusters Score -986879.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -986879.875000 Penalty: 4498.969727
	Iteration 24Q: 3 clusters Score -986879.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -986879.562500 Penalty: 4498.969727
	Iteration 25Q: 3 clusters Score -986879.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -986879.437500 Penalty: 4498.969727
	Iteration 26Q: 3 clusters Score -986879.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -986879.937500 Penalty: 4498.969727
	Iteration 27Q: 3 clusters Score -986879.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -986879.125000 Penalty: 4498.969727
	Iteration 28Q: 3 clusters Score -986879.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -986879.750000 Penalty: 4498.969727
	Iteration 29Q: 3 clusters Score -986879.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -986880.437500 Penalty: 4498.969727
	Iteration 30Q: 3 clusters Score -986880.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -986880.437500 Penalty: 4498.969727
	Iteration 31F: 3 clusters Score -986880.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Entering Unmasked Estep 
Score: -1842653.250000 Penalty: 2391.696777
	Iteration 0F: 2 clusters Score -1842653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1831543.500000 Penalty: 4783.393555
	Iteration 0F: 3 clusters Score -1831544 nChanged 6658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1835229.875000 Penalty: 4783.393555
	Iteration 1F: 3 clusters Score -1835230 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1835733.875000 Penalty: 4783.393555
	Iteration 2F: 3 clusters Score -1835734 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1836214.500000 Penalty: 4783.393555
	Iteration 3F: 3 clusters Score -1836214 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1836699.000000 Penalty: 4783.393555
	Iteration 4F: 3 clusters Score -1836699 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1837190.375000 Penalty: 4783.393555
	Iteration 5F: 3 clusters Score -1837190 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1837621.125000 Penalty: 4783.393555
	Iteration 6F: 3 clusters Score -1837621 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1838036.875000 Penalty: 4783.393555
	Iteration 7Q: 3 clusters Score -1838037 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1838413.750000 Penalty: 4783.393555
	Iteration 8Q: 3 clusters Score -1838414 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1838744.750000 Penalty: 4783.393555
	Iteration 9Q: 3 clusters Score -1838745 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1839040.750000 Penalty: 4783.393555
	Iteration 10Q: 3 clusters Score -1839041 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1839340.500000 Penalty: 4783.393555
	Iteration 11Q: 3 clusters Score -1839340 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1839673.375000 Penalty: 4783.393555
	Iteration 12Q: 3 clusters Score -1839673 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1840032.250000 Penalty: 4783.393555
	Iteration 13Q: 3 clusters Score -1840032 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1840354.875000 Penalty: 4783.393555
	Iteration 14Q: 3 clusters Score -1840355 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1840624.625000 Penalty: 4783.393555
	Iteration 15Q: 3 clusters Score -1840625 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1840818.125000 Penalty: 4783.393555
	Iteration 16Q: 3 clusters Score -1840818 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1840941.000000 Penalty: 4783.393555
	Iteration 17Q: 3 clusters Score -1840941 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1841017.625000 Penalty: 4783.393555
	Iteration 18Q: 3 clusters Score -1841018 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1841068.375000 Penalty: 4783.393555
	Iteration 19Q: 3 clusters Score -1841068 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1841097.875000 Penalty: 4783.393555
	Iteration 20F: 3 clusters Score -1841098 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1841112.750000 Penalty: 4783.393555
	Iteration 21Q: 3 clusters Score -1841113 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1841125.750000 Penalty: 4783.393555
	Iteration 22Q: 3 clusters Score -1841126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1841131.125000 Penalty: 4783.393555
	Iteration 23Q: 3 clusters Score -1841131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1841130.875000 Penalty: 4783.393555
	Iteration 24Q: 3 clusters Score -1841131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1841130.375000 Penalty: 4783.393555
	Iteration 25Q: 3 clusters Score -1841130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1841129.250000 Penalty: 4783.393555
	Iteration 26Q: 3 clusters Score -1841129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1841130.875000 Penalty: 4783.393555
	Iteration 27Q: 3 clusters Score -1841131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1841130.875000 Penalty: 4783.393555
	Iteration 28F: 3 clusters Score -1841131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (183673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183673 members 
Entering Unmasked Estep 
Score: -22431944.000000 Penalty: 3005.986328
	Iteration 0F: 2 clusters Score -2.243194e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92217 members 
Mstep: Class 2 contains 91456 members 
Entering Unmasked Estep 
Score: -22309986.000000 Penalty: 6011.972656
	Iteration 0F: 3 clusters Score -2.230999e+07 nChanged 88220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98699 members 
Mstep: Class 2 contains 84974 members 
Entering Unmasked Estep 
Score: -22361620.000000 Penalty: 6011.972656
	Iteration 1F: 3 clusters Score -2.236162e+07 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103054 members 
Mstep: Class 2 contains 80619 members 
Entering Unmasked Estep 
Score: -22363158.000000 Penalty: 6011.972656
	Iteration 2Q: 3 clusters Score -2.236316e+07 nChanged 7528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109864 members 
Mstep: Class 2 contains 73809 members 
Entering Unmasked Estep 
Score: -22366170.000000 Penalty: 6011.972656
	Iteration 3Q: 3 clusters Score -2.236617e+07 nChanged 10659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120251 members 
Mstep: Class 2 contains 63422 members 
Entering Unmasked Estep 
Score: -22371958.000000 Penalty: 6011.972656
	Iteration 4F: 3 clusters Score -2.237196e+07 nChanged 14811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134962 members 
Mstep: Class 2 contains 48711 members 
Entering Unmasked Estep 
Score: -22382902.000000 Penalty: 6011.972656
	Iteration 5F: 3 clusters Score -2.23829e+07 nChanged 17894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152832 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -22399518.000000 Penalty: 6011.972656
	Iteration 6F: 3 clusters Score -2.239952e+07 nChanged 16085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168899 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -22415908.000000 Penalty: 6011.972656
	Iteration 7F: 3 clusters Score -2.241591e+07 nChanged 9481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178356 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -22424790.000000 Penalty: 6011.972656
	Iteration 8F: 3 clusters Score -2.242479e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181873 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -22427804.000000 Penalty: 6011.972656
	Iteration 9Q: 3 clusters Score -2.24278e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182990 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -22428692.000000 Penalty: 6011.972656
	Iteration 10Q: 3 clusters Score -2.242869e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183272 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -22428974.000000 Penalty: 6011.972656
	Iteration 11Q: 3 clusters Score -2.242897e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183340 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -22429140.000000 Penalty: 6011.972656
	Iteration 12Q: 3 clusters Score -2.242914e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183361 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -22429188.000000 Penalty: 6011.972656
	Iteration 13Q: 3 clusters Score -2.242919e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183375 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -22429224.000000 Penalty: 6011.972656
	Iteration 14Q: 3 clusters Score -2.242922e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183386 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -22429268.000000 Penalty: 6011.972656
	Iteration 15Q: 3 clusters Score -2.242927e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183388 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -22429278.000000 Penalty: 6011.972656
	Iteration 16Q: 3 clusters Score -2.242928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183391 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -22429278.000000 Penalty: 6011.972656
	Iteration 17Q: 3 clusters Score -2.242928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183394 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -22429294.000000 Penalty: 6011.972656
	Iteration 18Q: 3 clusters Score -2.242929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183394 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -22429290.000000 Penalty: 6011.972656
	Iteration 19Q: 3 clusters Score -2.242929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183395 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -22429290.000000 Penalty: 6011.972656
	Iteration 20F: 3 clusters Score -2.242929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183396 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -22429278.000000 Penalty: 6011.972656
	Iteration 21Q: 3 clusters Score -2.242928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183399 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -22429290.000000 Penalty: 6011.972656
	Iteration 22Q: 3 clusters Score -2.242929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183402 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -22429286.000000 Penalty: 6011.972656
	Iteration 23Q: 3 clusters Score -2.242929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183403 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -22429300.000000 Penalty: 6011.972656
	Iteration 24Q: 3 clusters Score -2.24293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183404 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -22429302.000000 Penalty: 6011.972656
	Iteration 25Q: 3 clusters Score -2.24293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183405 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -22429298.000000 Penalty: 6011.972656
	Iteration 26Q: 3 clusters Score -2.24293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183406 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -22429302.000000 Penalty: 6011.972656
	Iteration 27Q: 3 clusters Score -2.24293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183405 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -22429302.000000 Penalty: 6011.972656
	Iteration 28Q: 3 clusters Score -2.24293e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183403 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -22429296.000000 Penalty: 6011.972656
	Iteration 29Q: 3 clusters Score -2.24293e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183403 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -22429296.000000 Penalty: 6011.972656
	Iteration 30F: 3 clusters Score -2.24293e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (320818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320818 members 
Entering Unmasked Estep 
Score: -39034152.000000 Penalty: 3144.300049
	Iteration 0F: 2 clusters Score -3.903415e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160739 members 
Mstep: Class 2 contains 160079 members 
Entering Unmasked Estep 
Score: -38850616.000000 Penalty: 6288.600098
	Iteration 0F: 3 clusters Score -3.885062e+07 nChanged 155651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167282 members 
Mstep: Class 2 contains 153536 members 
Entering Unmasked Estep 
Score: -38942552.000000 Penalty: 6288.600098
	Iteration 1F: 3 clusters Score -3.894255e+07 nChanged 8038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171552 members 
Mstep: Class 2 contains 149266 members 
Entering Unmasked Estep 
Score: -38943980.000000 Penalty: 6288.600098
	Iteration 2Q: 3 clusters Score -3.894398e+07 nChanged 9172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178136 members 
Mstep: Class 2 contains 142682 members 
Entering Unmasked Estep 
Score: -38945972.000000 Penalty: 6288.600098
	Iteration 3Q: 3 clusters Score -3.894597e+07 nChanged 11637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187783 members 
Mstep: Class 2 contains 133035 members 
Entering Unmasked Estep 
Score: -38949060.000000 Penalty: 6288.600098
	Iteration 4Q: 3 clusters Score -3.894906e+07 nChanged 15591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201538 members 
Mstep: Class 2 contains 119280 members 
Entering Unmasked Estep 
Score: -38954512.000000 Penalty: 6288.600098
	Iteration 5Q: 3 clusters Score -3.895451e+07 nChanged 19515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218985 members 
Mstep: Class 2 contains 101833 members 
Entering Unmasked Estep 
Score: -38961900.000000 Penalty: 6288.600098
	Iteration 6F: 3 clusters Score -3.89619e+07 nChanged 21128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237607 members 
Mstep: Class 2 contains 83211 members 
Entering Unmasked Estep 
Score: -38971124.000000 Penalty: 6288.600098
	Iteration 7F: 3 clusters Score -3.897112e+07 nChanged 19519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254144 members 
Mstep: Class 2 contains 66674 members 
Entering Unmasked Estep 
Score: -38980880.000000 Penalty: 6288.600098
	Iteration 8F: 3 clusters Score -3.898088e+07 nChanged 15880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265902 members 
Mstep: Class 2 contains 54916 members 
Entering Unmasked Estep 
Score: -38989252.000000 Penalty: 6288.600098
	Iteration 9Q: 3 clusters Score -3.898925e+07 nChanged 12241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272237 members 
Mstep: Class 2 contains 48581 members 
Entering Unmasked Estep 
Score: -38995164.000000 Penalty: 6288.600098
	Iteration 10Q: 3 clusters Score -3.899516e+07 nChanged 9426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274811 members 
Mstep: Class 2 contains 46007 members 
Entering Unmasked Estep 
Score: -38998464.000000 Penalty: 6288.600098
	Iteration 11Q: 3 clusters Score -3.899846e+07 nChanged 7214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275345 members 
Mstep: Class 2 contains 45473 members 
Entering Unmasked Estep 
Score: -38999780.000000 Penalty: 6288.600098
	Iteration 12Q: 3 clusters Score -3.899978e+07 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274881 members 
Mstep: Class 2 contains 45937 members 
Entering Unmasked Estep 
Score: -38999860.000000 Penalty: 6288.600098
	Iteration 13Q: 3 clusters Score -3.899986e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274159 members 
Mstep: Class 2 contains 46659 members 
Entering Unmasked Estep 
Score: -38999740.000000 Penalty: 6288.600098
	Iteration 14Q: 3 clusters Score -3.899974e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273325 members 
Mstep: Class 2 contains 47493 members 
Entering Unmasked Estep 
Score: -38999312.000000 Penalty: 6288.600098
	Iteration 15Q: 3 clusters Score -3.899931e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272348 members 
Mstep: Class 2 contains 48470 members 
Entering Unmasked Estep 
Score: -38998812.000000 Penalty: 6288.600098
	Iteration 16Q: 3 clusters Score -3.899881e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271363 members 
Mstep: Class 2 contains 49455 members 
Entering Unmasked Estep 
Score: -38998352.000000 Penalty: 6288.600098
	Iteration 17Q: 3 clusters Score -3.899835e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270285 members 
Mstep: Class 2 contains 50533 members 
Entering Unmasked Estep 
Score: -38998024.000000 Penalty: 6288.600098
	Iteration 18Q: 3 clusters Score -3.899802e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269040 members 
Mstep: Class 2 contains 51778 members 
Entering Unmasked Estep 
Score: -38997824.000000 Penalty: 6288.600098
	Iteration 19Q: 3 clusters Score -3.899782e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267599 members 
Mstep: Class 2 contains 53219 members 
Entering Unmasked Estep 
Score: -38997508.000000 Penalty: 6288.600098
	Iteration 20F: 3 clusters Score -3.899751e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266061 members 
Mstep: Class 2 contains 54757 members 
Entering Unmasked Estep 
Score: -38997076.000000 Penalty: 6288.600098
	Iteration 21Q: 3 clusters Score -3.899708e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264450 members 
Mstep: Class 2 contains 56368 members 
Entering Unmasked Estep 
Score: -38996540.000000 Penalty: 6288.600098
	Iteration 22Q: 3 clusters Score -3.899654e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262615 members 
Mstep: Class 2 contains 58203 members 
Entering Unmasked Estep 
Score: -38996160.000000 Penalty: 6288.600098
	Iteration 23Q: 3 clusters Score -3.899616e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260510 members 
Mstep: Class 2 contains 60308 members 
Entering Unmasked Estep 
Score: -38995736.000000 Penalty: 6288.600098
	Iteration 24Q: 3 clusters Score -3.899574e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258134 members 
Mstep: Class 2 contains 62684 members 
Entering Unmasked Estep 
Score: -38995556.000000 Penalty: 6288.600098
	Iteration 25Q: 3 clusters Score -3.899556e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255584 members 
Mstep: Class 2 contains 65234 members 
Entering Unmasked Estep 
Score: -38995324.000000 Penalty: 6288.600098
	Iteration 26Q: 3 clusters Score -3.899532e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252752 members 
Mstep: Class 2 contains 68066 members 
Entering Unmasked Estep 
Score: -38995284.000000 Penalty: 6288.600098
	Iteration 27Q: 3 clusters Score -3.899528e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249613 members 
Mstep: Class 2 contains 71205 members 
Entering Unmasked Estep 
Score: -38995184.000000 Penalty: 6288.600098
	Iteration 28Q: 3 clusters Score -3.899518e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246222 members 
Mstep: Class 2 contains 74596 members 
Entering Unmasked Estep 
Score: -38995264.000000 Penalty: 6288.600098
	Iteration 29Q: 3 clusters Score -3.899526e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242590 members 
Mstep: Class 2 contains 78228 members 
Entering Unmasked Estep 
Score: -38995264.000000 Penalty: 6288.600098
	Iteration 30Q: 3 clusters Score -3.899526e+07 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238530 members 
Mstep: Class 2 contains 82288 members 
Entering Unmasked Estep 
Score: -38995152.000000 Penalty: 6288.600098
	Iteration 31Q: 3 clusters Score -3.899515e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234106 members 
Mstep: Class 2 contains 86712 members 
Entering Unmasked Estep 
Score: -38995348.000000 Penalty: 6288.600098
	Iteration 32Q: 3 clusters Score -3.899535e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229410 members 
Mstep: Class 2 contains 91408 members 
Entering Unmasked Estep 
Score: -38995556.000000 Penalty: 6288.600098
	Iteration 33Q: 3 clusters Score -3.899556e+07 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224652 members 
Mstep: Class 2 contains 96166 members 
Entering Unmasked Estep 
Score: -38995764.000000 Penalty: 6288.600098
	Iteration 34Q: 3 clusters Score -3.899576e+07 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219755 members 
Mstep: Class 2 contains 101063 members 
Entering Unmasked Estep 
Score: -38996108.000000 Penalty: 6288.600098
	Iteration 35Q: 3 clusters Score -3.899611e+07 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215019 members 
Mstep: Class 2 contains 105799 members 
Entering Unmasked Estep 
Score: -38996764.000000 Penalty: 6288.600098
	Iteration 36Q: 3 clusters Score -3.899676e+07 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210545 members 
Mstep: Class 2 contains 110273 members 
Entering Unmasked Estep 
Score: -38996984.000000 Penalty: 6288.600098
	Iteration 37Q: 3 clusters Score -3.899698e+07 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206398 members 
Mstep: Class 2 contains 114420 members 
Entering Unmasked Estep 
Score: -38997576.000000 Penalty: 6288.600098
	Iteration 38Q: 3 clusters Score -3.899758e+07 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202523 members 
Mstep: Class 2 contains 118295 members 
Entering Unmasked Estep 
Score: -38997924.000000 Penalty: 6288.600098
	Iteration 39Q: 3 clusters Score -3.899792e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198995 members 
Mstep: Class 2 contains 121823 members 
Entering Unmasked Estep 
Score: -38998284.000000 Penalty: 6288.600098
	Iteration 40F: 3 clusters Score -3.899828e+07 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195661 members 
Mstep: Class 2 contains 125157 members 
Entering Unmasked Estep 
Score: -38998776.000000 Penalty: 6288.600098
	Iteration 41Q: 3 clusters Score -3.899878e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192595 members 
Mstep: Class 2 contains 128223 members 
Entering Unmasked Estep 
Score: -38999196.000000 Penalty: 6288.600098
	Iteration 42Q: 3 clusters Score -3.89992e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189654 members 
Mstep: Class 2 contains 131164 members 
Entering Unmasked Estep 
Score: -38999776.000000 Penalty: 6288.600098
	Iteration 43Q: 3 clusters Score -3.899978e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186914 members 
Mstep: Class 2 contains 133904 members 
Entering Unmasked Estep 
Score: -38999872.000000 Penalty: 6288.600098
	Iteration 44Q: 3 clusters Score -3.899987e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184327 members 
Mstep: Class 2 contains 136491 members 
Entering Unmasked Estep 
Score: -39000356.000000 Penalty: 6288.600098
	Iteration 45Q: 3 clusters Score -3.900036e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181870 members 
Mstep: Class 2 contains 138948 members 
Entering Unmasked Estep 
Score: -39000988.000000 Penalty: 6288.600098
	Iteration 46Q: 3 clusters Score -3.900099e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179690 members 
Mstep: Class 2 contains 141128 members 
Entering Unmasked Estep 
Score: -39001588.000000 Penalty: 6288.600098
	Iteration 47Q: 3 clusters Score -3.900159e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177679 members 
Mstep: Class 2 contains 143139 members 
Entering Unmasked Estep 
Score: -39002120.000000 Penalty: 6288.600098
	Iteration 48Q: 3 clusters Score -3.900212e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175860 members 
Mstep: Class 2 contains 144958 members 
Entering Unmasked Estep 
Score: -39002448.000000 Penalty: 6288.600098
	Iteration 49Q: 3 clusters Score -3.900245e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174268 members 
Mstep: Class 2 contains 146550 members 
Entering Unmasked Estep 
Score: -39002720.000000 Penalty: 6288.600098
	Iteration 50Q: 3 clusters Score -3.900272e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172859 members 
Mstep: Class 2 contains 147959 members 
Entering Unmasked Estep 
Score: -39002840.000000 Penalty: 6288.600098
	Iteration 51Q: 3 clusters Score -3.900284e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171537 members 
Mstep: Class 2 contains 149281 members 
Entering Unmasked Estep 
Score: -39003108.000000 Penalty: 6288.600098
	Iteration 52Q: 3 clusters Score -3.900311e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170416 members 
Mstep: Class 2 contains 150402 members 
Entering Unmasked Estep 
Score: -39003384.000000 Penalty: 6288.600098
	Iteration 53Q: 3 clusters Score -3.900338e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169378 members 
Mstep: Class 2 contains 151440 members 
Entering Unmasked Estep 
Score: -39003532.000000 Penalty: 6288.600098
	Iteration 54Q: 3 clusters Score -3.900353e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168480 members 
Mstep: Class 2 contains 152338 members 
Entering Unmasked Estep 
Score: -39003744.000000 Penalty: 6288.600098
	Iteration 55Q: 3 clusters Score -3.900374e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167634 members 
Mstep: Class 2 contains 153184 members 
Entering Unmasked Estep 
Score: -39003816.000000 Penalty: 6288.600098
	Iteration 56Q: 3 clusters Score -3.900382e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166768 members 
Mstep: Class 2 contains 154050 members 
Entering Unmasked Estep 
Score: -39003892.000000 Penalty: 6288.600098
	Iteration 57Q: 3 clusters Score -3.900389e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165857 members 
Mstep: Class 2 contains 154961 members 
Entering Unmasked Estep 
Score: -39004072.000000 Penalty: 6288.600098
	Iteration 58Q: 3 clusters Score -3.900407e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164926 members 
Mstep: Class 2 contains 155892 members 
Entering Unmasked Estep 
Score: -39004388.000000 Penalty: 6288.600098
	Iteration 59Q: 3 clusters Score -3.900439e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163815 members 
Mstep: Class 2 contains 157003 members 
Entering Unmasked Estep 
Score: -39004440.000000 Penalty: 6288.600098
	Iteration 60F: 3 clusters Score -3.900444e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162573 members 
Mstep: Class 2 contains 158245 members 
Entering Unmasked Estep 
Score: -39004392.000000 Penalty: 6288.600098
	Iteration 61Q: 3 clusters Score -3.900439e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161195 members 
Mstep: Class 2 contains 159623 members 
Entering Unmasked Estep 
Score: -39004420.000000 Penalty: 6288.600098
	Iteration 62Q: 3 clusters Score -3.900442e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159749 members 
Mstep: Class 2 contains 161069 members 
Entering Unmasked Estep 
Score: -39004612.000000 Penalty: 6288.600098
	Iteration 63Q: 3 clusters Score -3.900461e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158163 members 
Mstep: Class 2 contains 162655 members 
Entering Unmasked Estep 
Score: -39004464.000000 Penalty: 6288.600098
	Iteration 64Q: 3 clusters Score -3.900446e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156487 members 
Mstep: Class 2 contains 164331 members 
Entering Unmasked Estep 
Score: -39004564.000000 Penalty: 6288.600098
	Iteration 65Q: 3 clusters Score -3.900456e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154563 members 
Mstep: Class 2 contains 166255 members 
Entering Unmasked Estep 
Score: -39004740.000000 Penalty: 6288.600098
	Iteration 66Q: 3 clusters Score -3.900474e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152456 members 
Mstep: Class 2 contains 168362 members 
Entering Unmasked Estep 
Score: -39004948.000000 Penalty: 6288.600098
	Iteration 67Q: 3 clusters Score -3.900495e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150085 members 
Mstep: Class 2 contains 170733 members 
Entering Unmasked Estep 
Score: -39005568.000000 Penalty: 6288.600098
	Iteration 68Q: 3 clusters Score -3.900557e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146689 members 
Mstep: Class 2 contains 174129 members 
Entering Unmasked Estep 
Score: -39005920.000000 Penalty: 6288.600098
	Iteration 69Q: 3 clusters Score -3.900592e+07 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141502 members 
Mstep: Class 2 contains 179316 members 
Entering Unmasked Estep 
Score: -39006516.000000 Penalty: 6288.600098
	Iteration 70Q: 3 clusters Score -3.900652e+07 nChanged 7377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134125 members 
Mstep: Class 2 contains 186693 members 
Entering Unmasked Estep 
Score: -39007296.000000 Penalty: 6288.600098
	Iteration 71Q: 3 clusters Score -3.90073e+07 nChanged 10204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123923 members 
Mstep: Class 2 contains 196895 members 
Entering Unmasked Estep 
Score: -39007960.000000 Penalty: 6288.600098
	Iteration 72Q: 3 clusters Score -3.900796e+07 nChanged 14086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109837 members 
Mstep: Class 2 contains 210981 members 
Entering Unmasked Estep 
Score: -39007584.000000 Penalty: 6288.600098
	Iteration 73Q: 3 clusters Score -3.900758e+07 nChanged 18187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91650 members 
Mstep: Class 2 contains 229168 members 
Entering Unmasked Estep 
Score: -39006748.000000 Penalty: 6288.600098
	Iteration 74F: 3 clusters Score -3.900675e+07 nChanged 21119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70539 members 
Mstep: Class 2 contains 250279 members 
Entering Unmasked Estep 
Score: -39008396.000000 Penalty: 6288.600098
	Iteration 75F: 3 clusters Score -3.90084e+07 nChanged 22339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48224 members 
Mstep: Class 2 contains 272594 members 
Entering Unmasked Estep 
Score: -39014684.000000 Penalty: 6288.600098
	Iteration 76F: 3 clusters Score -3.901468e+07 nChanged 18775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 291337 members 
Entering Unmasked Estep 
Score: -39021100.000000 Penalty: 6288.600098
	Iteration 77F: 3 clusters Score -3.90211e+07 nChanged 11885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 303216 members 
Entering Unmasked Estep 
Score: -39025228.000000 Penalty: 6288.600098
	Iteration 78Q: 3 clusters Score -3.902523e+07 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 309843 members 
Entering Unmasked Estep 
Score: -39027476.000000 Penalty: 6288.600098
	Iteration 79Q: 3 clusters Score -3.902748e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 313776 members 
Entering Unmasked Estep 
Score: -39028880.000000 Penalty: 6288.600098
	Iteration 80F: 3 clusters Score -3.902888e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 316288 members 
Entering Unmasked Estep 
Score: -39029832.000000 Penalty: 6288.600098
	Iteration 81Q: 3 clusters Score -3.902983e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 317924 members 
Entering Unmasked Estep 
Score: -39030412.000000 Penalty: 6288.600098
	Iteration 82Q: 3 clusters Score -3.903041e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 318948 members 
Entering Unmasked Estep 
Score: -39030832.000000 Penalty: 6288.600098
	Iteration 83Q: 3 clusters Score -3.903083e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 319536 members 
Entering Unmasked Estep 
Score: -39031048.000000 Penalty: 6288.600098
	Iteration 84Q: 3 clusters Score -3.903105e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 319865 members 
Entering Unmasked Estep 
Score: -39031204.000000 Penalty: 6288.600098
	Iteration 85Q: 3 clusters Score -3.90312e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 320032 members 
Entering Unmasked Estep 
Score: -39031284.000000 Penalty: 6288.600098
	Iteration 86Q: 3 clusters Score -3.903128e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 320146 members 
Entering Unmasked Estep 
Score: -39031312.000000 Penalty: 6288.600098
	Iteration 87Q: 3 clusters Score -3.903131e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 320217 members 
Entering Unmasked Estep 
Score: -39031328.000000 Penalty: 6288.600098
	Iteration 88Q: 3 clusters Score -3.903133e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 320262 members 
Entering Unmasked Estep 
Score: -39031360.000000 Penalty: 6288.600098
	Iteration 89Q: 3 clusters Score -3.903136e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 320291 members 
Entering Unmasked Estep 
Score: -39031412.000000 Penalty: 6288.600098
	Iteration 90Q: 3 clusters Score -3.903141e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 320315 members 
Entering Unmasked Estep 
Score: -39031408.000000 Penalty: 6288.600098
	Iteration 91Q: 3 clusters Score -3.903141e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 320338 members 
Entering Unmasked Estep 
Score: -39031412.000000 Penalty: 6288.600098
	Iteration 92Q: 3 clusters Score -3.903141e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 320344 members 
Entering Unmasked Estep 
Score: -39031412.000000 Penalty: 6288.600098
	Iteration 93Q: 3 clusters Score -3.903141e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 320353 members 
Entering Unmasked Estep 
Score: -39031412.000000 Penalty: 6288.600098
	Iteration 94Q: 3 clusters Score -3.903141e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 320354 members 
Entering Unmasked Estep 
Score: -39031436.000000 Penalty: 6288.600098
	Iteration 95Q: 3 clusters Score -3.903144e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 320358 members 
Entering Unmasked Estep 
Score: -39031452.000000 Penalty: 6288.600098
	Iteration 96Q: 3 clusters Score -3.903145e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 320364 members 
Entering Unmasked Estep 
Score: -39031456.000000 Penalty: 6288.600098
	Iteration 97Q: 3 clusters Score -3.903146e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 320368 members 
Entering Unmasked Estep 
Score: -39031472.000000 Penalty: 6288.600098
	Iteration 98Q: 3 clusters Score -3.903147e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 320376 members 
Entering Unmasked Estep 
Score: -39031484.000000 Penalty: 6288.600098
	Iteration 99Q: 3 clusters Score -3.903148e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 320380 members 
Entering Unmasked Estep 
Score: -39031472.000000 Penalty: 6288.600098
	Iteration 100F: 3 clusters Score -3.903147e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 320386 members 
Entering Unmasked Estep 
Score: -39031488.000000 Penalty: 6288.600098
	Iteration 101Q: 3 clusters Score -3.903149e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 320390 members 
Entering Unmasked Estep 
Score: -39031492.000000 Penalty: 6288.600098
	Iteration 102Q: 3 clusters Score -3.903149e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 320393 members 
Entering Unmasked Estep 
Score: -39031480.000000 Penalty: 6288.600098
	Iteration 103Q: 3 clusters Score -3.903148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 320396 members 
Entering Unmasked Estep 
Score: -39031484.000000 Penalty: 6288.600098
	Iteration 104Q: 3 clusters Score -3.903148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 320399 members 
Entering Unmasked Estep 
Score: -39031476.000000 Penalty: 6288.600098
	Iteration 105Q: 3 clusters Score -3.903148e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 320401 members 
Entering Unmasked Estep 
Score: -39031476.000000 Penalty: 6288.600098
	Iteration 106Q: 3 clusters Score -3.903148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 320403 members 
Entering Unmasked Estep 
Score: -39031476.000000 Penalty: 6288.600098
	Iteration 107Q: 3 clusters Score -3.903148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 320406 members 
Entering Unmasked Estep 
Score: -39031500.000000 Penalty: 6288.600098
	Iteration 108Q: 3 clusters Score -3.90315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 320408 members 
Entering Unmasked Estep 
Score: -39031504.000000 Penalty: 6288.600098
	Iteration 109Q: 3 clusters Score -3.90315e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 320408 members 
Entering Unmasked Estep 
Score: -39031504.000000 Penalty: 6288.600098
	Iteration 110F: 3 clusters Score -3.90315e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Entering Unmasked Estep 
Score: -1031856.625000 Penalty: 2247.738770
	Iteration 0F: 2 clusters Score -1031857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1025141.562500 Penalty: 4495.477539
	Iteration 0F: 3 clusters Score -1025142 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1027086.687500 Penalty: 4495.477539
	Iteration 1F: 3 clusters Score -1027087 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1027511.437500 Penalty: 4495.477539
	Iteration 2F: 3 clusters Score -1027511 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1027979.187500 Penalty: 4495.477539
	Iteration 3F: 3 clusters Score -1027979 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1028673.062500 Penalty: 4495.477539
	Iteration 4F: 3 clusters Score -1028673 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1029648.437500 Penalty: 4495.477539
	Iteration 5F: 3 clusters Score -1029648 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1030624.437500 Penalty: 4495.477539
	Iteration 6F: 3 clusters Score -1030624 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1031171.875000 Penalty: 4495.477539
	Iteration 7F: 3 clusters Score -1031172 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1031389.125000 Penalty: 4495.477539
	Iteration 8Q: 3 clusters Score -1031389 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1031472.437500 Penalty: 4495.477539
	Iteration 9Q: 3 clusters Score -1031472 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1031503.812500 Penalty: 4495.477539
	Iteration 10Q: 3 clusters Score -1031504 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1031515.375000 Penalty: 4495.477539
	Iteration 11Q: 3 clusters Score -1031515 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1031518.812500 Penalty: 4495.477539
	Iteration 12Q: 3 clusters Score -1031519 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1031523.250000 Penalty: 4495.477539
	Iteration 13Q: 3 clusters Score -1031523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1031524.937500 Penalty: 4495.477539
	Iteration 14Q: 3 clusters Score -1031525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1031527.625000 Penalty: 4495.477539
	Iteration 15Q: 3 clusters Score -1031528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1031530.312500 Penalty: 4495.477539
	Iteration 16Q: 3 clusters Score -1031530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1031530.500000 Penalty: 4495.477539
	Iteration 17Q: 3 clusters Score -1031530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1031530.875000 Penalty: 4495.477539
	Iteration 18Q: 3 clusters Score -1031531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1031531.750000 Penalty: 4495.477539
	Iteration 19Q: 3 clusters Score -1031532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1031530.062500 Penalty: 4495.477539
	Iteration 20F: 3 clusters Score -1031530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (182650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182650 members 
Entering Unmasked Estep 
Score: -22528042.000000 Penalty: 3004.601074
	Iteration 0F: 2 clusters Score -2.252804e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91596 members 
Mstep: Class 2 contains 91054 members 
Entering Unmasked Estep 
Score: -22406102.000000 Penalty: 6009.202148
	Iteration 0F: 3 clusters Score -2.24061e+07 nChanged 87472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97008 members 
Mstep: Class 2 contains 85642 members 
Entering Unmasked Estep 
Score: -22458060.000000 Penalty: 6009.202148
	Iteration 1F: 3 clusters Score -2.245806e+07 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100956 members 
Mstep: Class 2 contains 81694 members 
Entering Unmasked Estep 
Score: -22459418.000000 Penalty: 6009.202148
	Iteration 2Q: 3 clusters Score -2.245942e+07 nChanged 7227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106953 members 
Mstep: Class 2 contains 75697 members 
Entering Unmasked Estep 
Score: -22462250.000000 Penalty: 6009.202148
	Iteration 3Q: 3 clusters Score -2.246225e+07 nChanged 9727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115918 members 
Mstep: Class 2 contains 66732 members 
Entering Unmasked Estep 
Score: -22467124.000000 Penalty: 6009.202148
	Iteration 4F: 3 clusters Score -2.246712e+07 nChanged 12914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128428 members 
Mstep: Class 2 contains 54222 members 
Entering Unmasked Estep 
Score: -22475780.000000 Penalty: 6009.202148
	Iteration 5F: 3 clusters Score -2.247578e+07 nChanged 15813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143985 members 
Mstep: Class 2 contains 38665 members 
Entering Unmasked Estep 
Score: -22489012.000000 Penalty: 6009.202148
	Iteration 6F: 3 clusters Score -2.248901e+07 nChanged 15804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159675 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -22504284.000000 Penalty: 6009.202148
	Iteration 7F: 3 clusters Score -2.250428e+07 nChanged 11888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171529 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -22515808.000000 Penalty: 6009.202148
	Iteration 8F: 3 clusters Score -2.251581e+07 nChanged 6554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178073 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -22521748.000000 Penalty: 6009.202148
	Iteration 9Q: 3 clusters Score -2.252175e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180850 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -22524032.000000 Penalty: 6009.202148
	Iteration 10Q: 3 clusters Score -2.252403e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181835 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -22524868.000000 Penalty: 6009.202148
	Iteration 11Q: 3 clusters Score -2.252487e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182164 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -22525190.000000 Penalty: 6009.202148
	Iteration 12Q: 3 clusters Score -2.252519e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182280 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -22525274.000000 Penalty: 6009.202148
	Iteration 13Q: 3 clusters Score -2.252527e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182318 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -22525312.000000 Penalty: 6009.202148
	Iteration 14Q: 3 clusters Score -2.252531e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182338 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -22525346.000000 Penalty: 6009.202148
	Iteration 15Q: 3 clusters Score -2.252535e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182350 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -22525408.000000 Penalty: 6009.202148
	Iteration 16Q: 3 clusters Score -2.252541e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182360 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -22525438.000000 Penalty: 6009.202148
	Iteration 17Q: 3 clusters Score -2.252544e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182366 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -22525420.000000 Penalty: 6009.202148
	Iteration 18Q: 3 clusters Score -2.252542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182366 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -22525440.000000 Penalty: 6009.202148
	Iteration 19Q: 3 clusters Score -2.252544e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182366 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -22525440.000000 Penalty: 6009.202148
	Iteration 20F: 3 clusters Score -2.252544e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Entering Unmasked Estep 
Score: -1891310.000000 Penalty: 2407.890381
	Iteration 0F: 2 clusters Score -1891310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1879639.625000 Penalty: 4815.780762
	Iteration 0F: 3 clusters Score -1879640 nChanged 7107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1883806.000000 Penalty: 4815.780762
	Iteration 1F: 3 clusters Score -1883806 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1884543.875000 Penalty: 4815.780762
	Iteration 2F: 3 clusters Score -1884544 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1885400.750000 Penalty: 4815.780762
	Iteration 3F: 3 clusters Score -1885401 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1886275.750000 Penalty: 4815.780762
	Iteration 4F: 3 clusters Score -1886276 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1887082.000000 Penalty: 4815.780762
	Iteration 5F: 3 clusters Score -1887082 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1887780.000000 Penalty: 4815.780762
	Iteration 6F: 3 clusters Score -1887780 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1888390.875000 Penalty: 4815.780762
	Iteration 7F: 3 clusters Score -1888391 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1888845.000000 Penalty: 4815.780762
	Iteration 8Q: 3 clusters Score -1888845 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1889164.000000 Penalty: 4815.780762
	Iteration 9Q: 3 clusters Score -1889164 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1889409.000000 Penalty: 4815.780762
	Iteration 10Q: 3 clusters Score -1889409 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1889581.750000 Penalty: 4815.780762
	Iteration 11Q: 3 clusters Score -1889582 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1889709.375000 Penalty: 4815.780762
	Iteration 12Q: 3 clusters Score -1889709 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1889821.000000 Penalty: 4815.780762
	Iteration 13Q: 3 clusters Score -1889821 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1889960.250000 Penalty: 4815.780762
	Iteration 14Q: 3 clusters Score -1889960 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1890145.000000 Penalty: 4815.780762
	Iteration 15Q: 3 clusters Score -1890145 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1890393.125000 Penalty: 4815.780762
	Iteration 16Q: 3 clusters Score -1890393 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1890566.000000 Penalty: 4815.780762
	Iteration 17Q: 3 clusters Score -1890566 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1890655.500000 Penalty: 4815.780762
	Iteration 18Q: 3 clusters Score -1890656 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1890714.750000 Penalty: 4815.780762
	Iteration 19Q: 3 clusters Score -1890715 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1890752.125000 Penalty: 4815.780762
	Iteration 20F: 3 clusters Score -1890752 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1890764.000000 Penalty: 4815.780762
	Iteration 21Q: 3 clusters Score -1890764 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1890772.250000 Penalty: 4815.780762
	Iteration 22Q: 3 clusters Score -1890772 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1890783.000000 Penalty: 4815.780762
	Iteration 23Q: 3 clusters Score -1890783 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1890792.750000 Penalty: 4815.780762
	Iteration 24Q: 3 clusters Score -1890793 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1890798.125000 Penalty: 4815.780762
	Iteration 25Q: 3 clusters Score -1890798 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1890805.625000 Penalty: 4815.780762
	Iteration 26Q: 3 clusters Score -1890806 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1890812.375000 Penalty: 4815.780762
	Iteration 27Q: 3 clusters Score -1890812 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1890813.875000 Penalty: 4815.780762
	Iteration 28Q: 3 clusters Score -1890814 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1890817.000000 Penalty: 4815.780762
	Iteration 29Q: 3 clusters Score -1890817 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1890822.625000 Penalty: 4815.780762
	Iteration 30Q: 3 clusters Score -1890823 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1890828.500000 Penalty: 4815.780762
	Iteration 31Q: 3 clusters Score -1890828 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1890834.875000 Penalty: 4815.780762
	Iteration 32Q: 3 clusters Score -1890835 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1890831.500000 Penalty: 4815.780762
	Iteration 33Q: 3 clusters Score -1890832 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1890832.125000 Penalty: 4815.780762
	Iteration 34Q: 3 clusters Score -1890832 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1890833.625000 Penalty: 4815.780762
	Iteration 35Q: 3 clusters Score -1890834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1890838.500000 Penalty: 4815.780762
	Iteration 36Q: 3 clusters Score -1890838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1890841.250000 Penalty: 4815.780762
	Iteration 37Q: 3 clusters Score -1890841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1890842.250000 Penalty: 4815.780762
	Iteration 38Q: 3 clusters Score -1890842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1890841.750000 Penalty: 4815.780762
	Iteration 39Q: 3 clusters Score -1890842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1890847.250000 Penalty: 4815.780762
	Iteration 40F: 3 clusters Score -1890847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1890846.750000 Penalty: 4815.780762
	Iteration 41Q: 3 clusters Score -1890847 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1890852.500000 Penalty: 4815.780762
	Iteration 42Q: 3 clusters Score -1890852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1890852.000000 Penalty: 4815.780762
	Iteration 43Q: 3 clusters Score -1890852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1890854.500000 Penalty: 4815.780762
	Iteration 44Q: 3 clusters Score -1890854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1890855.125000 Penalty: 4815.780762
	Iteration 45Q: 3 clusters Score -1890855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1890851.500000 Penalty: 4815.780762
	Iteration 46Q: 3 clusters Score -1890852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1890858.250000 Penalty: 4815.780762
	Iteration 47Q: 3 clusters Score -1890858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1890858.500000 Penalty: 4815.780762
	Iteration 48Q: 3 clusters Score -1890858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1890856.625000 Penalty: 4815.780762
	Iteration 49Q: 3 clusters Score -1890857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1890859.875000 Penalty: 4815.780762
	Iteration 50Q: 3 clusters Score -1890860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1890855.125000 Penalty: 4815.780762
	Iteration 51Q: 3 clusters Score -1890855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1890860.625000 Penalty: 4815.780762
	Iteration 52Q: 3 clusters Score -1890861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1890859.250000 Penalty: 4815.780762
	Iteration 53Q: 3 clusters Score -1890859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1890856.875000 Penalty: 4815.780762
	Iteration 54Q: 3 clusters Score -1890857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1890856.875000 Penalty: 4815.780762
	Iteration 55F: 3 clusters Score -1890857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Entering Unmasked Estep 
Score: -1469936.250000 Penalty: 2335.947266
	Iteration 0F: 2 clusters Score -1469936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1460794.750000 Penalty: 4671.894531
	Iteration 0F: 3 clusters Score -1460795 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1463549.250000 Penalty: 4671.894531
	Iteration 1F: 3 clusters Score -1463549 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1463898.875000 Penalty: 4671.894531
	Iteration 2F: 3 clusters Score -1463899 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1464206.125000 Penalty: 4671.894531
	Iteration 3F: 3 clusters Score -1464206 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1464483.125000 Penalty: 4671.894531
	Iteration 4Q: 3 clusters Score -1464483 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1464763.750000 Penalty: 4671.894531
	Iteration 5Q: 3 clusters Score -1464764 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1465043.500000 Penalty: 4671.894531
	Iteration 6Q: 3 clusters Score -1465044 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1465380.625000 Penalty: 4671.894531
	Iteration 7Q: 3 clusters Score -1465381 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1465741.250000 Penalty: 4671.894531
	Iteration 8Q: 3 clusters Score -1465741 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1466117.500000 Penalty: 4671.894531
	Iteration 9F: 3 clusters Score -1466118 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1466453.250000 Penalty: 4671.894531
	Iteration 10Q: 3 clusters Score -1466453 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1466714.500000 Penalty: 4671.894531
	Iteration 11Q: 3 clusters Score -1466714 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1466882.125000 Penalty: 4671.894531
	Iteration 12Q: 3 clusters Score -1466882 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1467014.250000 Penalty: 4671.894531
	Iteration 13Q: 3 clusters Score -1467014 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1467107.500000 Penalty: 4671.894531
	Iteration 14Q: 3 clusters Score -1467108 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1467175.750000 Penalty: 4671.894531
	Iteration 15Q: 3 clusters Score -1467176 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1467235.500000 Penalty: 4671.894531
	Iteration 16Q: 3 clusters Score -1467236 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1467282.250000 Penalty: 4671.894531
	Iteration 17Q: 3 clusters Score -1467282 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1467329.875000 Penalty: 4671.894531
	Iteration 18Q: 3 clusters Score -1467330 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1467381.375000 Penalty: 4671.894531
	Iteration 19Q: 3 clusters Score -1467381 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1467419.875000 Penalty: 4671.894531
	Iteration 20F: 3 clusters Score -1467420 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1467448.375000 Penalty: 4671.894531
	Iteration 21Q: 3 clusters Score -1467448 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1467480.625000 Penalty: 4671.894531
	Iteration 22Q: 3 clusters Score -1467481 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1467504.125000 Penalty: 4671.894531
	Iteration 23Q: 3 clusters Score -1467504 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1467524.750000 Penalty: 4671.894531
	Iteration 24Q: 3 clusters Score -1467525 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1467540.875000 Penalty: 4671.894531
	Iteration 25Q: 3 clusters Score -1467541 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1467554.500000 Penalty: 4671.894531
	Iteration 26Q: 3 clusters Score -1467554 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1467562.875000 Penalty: 4671.894531
	Iteration 27Q: 3 clusters Score -1467563 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1467576.750000 Penalty: 4671.894531
	Iteration 28Q: 3 clusters Score -1467577 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1467585.375000 Penalty: 4671.894531
	Iteration 29Q: 3 clusters Score -1467585 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1467597.625000 Penalty: 4671.894531
	Iteration 30Q: 3 clusters Score -1467598 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1467608.875000 Penalty: 4671.894531
	Iteration 31Q: 3 clusters Score -1467609 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1467624.375000 Penalty: 4671.894531
	Iteration 32Q: 3 clusters Score -1467624 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1467642.000000 Penalty: 4671.894531
	Iteration 33Q: 3 clusters Score -1467642 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1467666.000000 Penalty: 4671.894531
	Iteration 34Q: 3 clusters Score -1467666 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1467681.250000 Penalty: 4671.894531
	Iteration 35Q: 3 clusters Score -1467681 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1467698.500000 Penalty: 4671.894531
	Iteration 36Q: 3 clusters Score -1467698 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1467712.125000 Penalty: 4671.894531
	Iteration 37Q: 3 clusters Score -1467712 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1467724.250000 Penalty: 4671.894531
	Iteration 38Q: 3 clusters Score -1467724 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1467742.375000 Penalty: 4671.894531
	Iteration 39Q: 3 clusters Score -1467742 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1467752.125000 Penalty: 4671.894531
	Iteration 40F: 3 clusters Score -1467752 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1467762.000000 Penalty: 4671.894531
	Iteration 41Q: 3 clusters Score -1467762 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1467772.375000 Penalty: 4671.894531
	Iteration 42Q: 3 clusters Score -1467772 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1467779.875000 Penalty: 4671.894531
	Iteration 43Q: 3 clusters Score -1467780 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1467797.000000 Penalty: 4671.894531
	Iteration 44Q: 3 clusters Score -1467797 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1467805.875000 Penalty: 4671.894531
	Iteration 45Q: 3 clusters Score -1467806 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1467820.125000 Penalty: 4671.894531
	Iteration 46Q: 3 clusters Score -1467820 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1467835.250000 Penalty: 4671.894531
	Iteration 47Q: 3 clusters Score -1467835 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1467854.125000 Penalty: 4671.894531
	Iteration 48Q: 3 clusters Score -1467854 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1467864.375000 Penalty: 4671.894531
	Iteration 49Q: 3 clusters Score -1467864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1467874.875000 Penalty: 4671.894531
	Iteration 50Q: 3 clusters Score -1467875 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1467890.125000 Penalty: 4671.894531
	Iteration 51Q: 3 clusters Score -1467890 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1467896.375000 Penalty: 4671.894531
	Iteration 52Q: 3 clusters Score -1467896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1467905.375000 Penalty: 4671.894531
	Iteration 53Q: 3 clusters Score -1467905 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1467910.250000 Penalty: 4671.894531
	Iteration 54Q: 3 clusters Score -1467910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1467913.875000 Penalty: 4671.894531
	Iteration 55Q: 3 clusters Score -1467914 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1467923.250000 Penalty: 4671.894531
	Iteration 56Q: 3 clusters Score -1467923 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1467934.125000 Penalty: 4671.894531
	Iteration 57Q: 3 clusters Score -1467934 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1467952.500000 Penalty: 4671.894531
	Iteration 58Q: 3 clusters Score -1467952 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1467962.625000 Penalty: 4671.894531
	Iteration 59Q: 3 clusters Score -1467963 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1467969.125000 Penalty: 4671.894531
	Iteration 60F: 3 clusters Score -1467969 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1467984.625000 Penalty: 4671.894531
	Iteration 61Q: 3 clusters Score -1467985 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1467991.000000 Penalty: 4671.894531
	Iteration 62Q: 3 clusters Score -1467991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1467995.500000 Penalty: 4671.894531
	Iteration 63Q: 3 clusters Score -1467996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1467999.375000 Penalty: 4671.894531
	Iteration 64Q: 3 clusters Score -1467999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1468004.750000 Penalty: 4671.894531
	Iteration 65Q: 3 clusters Score -1468005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1468006.250000 Penalty: 4671.894531
	Iteration 66Q: 3 clusters Score -1468006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1468007.500000 Penalty: 4671.894531
	Iteration 67Q: 3 clusters Score -1468008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1468008.625000 Penalty: 4671.894531
	Iteration 68Q: 3 clusters Score -1468009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1468006.625000 Penalty: 4671.894531
	Iteration 69Q: 3 clusters Score -1468007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1468009.625000 Penalty: 4671.894531
	Iteration 70Q: 3 clusters Score -1468010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1468016.250000 Penalty: 4671.894531
	Iteration 71Q: 3 clusters Score -1468016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1468016.625000 Penalty: 4671.894531
	Iteration 72Q: 3 clusters Score -1468017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1468015.875000 Penalty: 4671.894531
	Iteration 73Q: 3 clusters Score -1468016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1468016.250000 Penalty: 4671.894531
	Iteration 74Q: 3 clusters Score -1468016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1468017.125000 Penalty: 4671.894531
	Iteration 75Q: 3 clusters Score -1468017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1468015.875000 Penalty: 4671.894531
	Iteration 76Q: 3 clusters Score -1468016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1468017.750000 Penalty: 4671.894531
	Iteration 77Q: 3 clusters Score -1468018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1468019.125000 Penalty: 4671.894531
	Iteration 78Q: 3 clusters Score -1468019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1468019.875000 Penalty: 4671.894531
	Iteration 79Q: 3 clusters Score -1468020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1468019.875000 Penalty: 4671.894531
	Iteration 80F: 3 clusters Score -1468020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Entering Unmasked Estep 
Score: -1650289.125000 Penalty: 2376.346436
	Iteration 0F: 2 clusters Score -1650289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1639739.625000 Penalty: 4752.692871
	Iteration 0F: 3 clusters Score -1639740 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1643237.750000 Penalty: 4752.692871
	Iteration 1F: 3 clusters Score -1643238 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1643654.250000 Penalty: 4752.692871
	Iteration 2F: 3 clusters Score -1643654 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1643932.625000 Penalty: 4752.692871
	Iteration 3Q: 3 clusters Score -1643933 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1644169.625000 Penalty: 4752.692871
	Iteration 4Q: 3 clusters Score -1644170 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1644394.000000 Penalty: 4752.692871
	Iteration 5Q: 3 clusters Score -1644394 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1644676.000000 Penalty: 4752.692871
	Iteration 6Q: 3 clusters Score -1644676 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1644996.000000 Penalty: 4752.692871
	Iteration 7Q: 3 clusters Score -1644996 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1645375.625000 Penalty: 4752.692871
	Iteration 8Q: 3 clusters Score -1645376 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1645815.625000 Penalty: 4752.692871
	Iteration 9Q: 3 clusters Score -1645816 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1646311.125000 Penalty: 4752.692871
	Iteration 10Q: 3 clusters Score -1646311 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1646856.375000 Penalty: 4752.692871
	Iteration 11F: 3 clusters Score -1646856 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1647356.250000 Penalty: 4752.692871
	Iteration 12Q: 3 clusters Score -1647356 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1647795.625000 Penalty: 4752.692871
	Iteration 13Q: 3 clusters Score -1647796 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1648090.000000 Penalty: 4752.692871
	Iteration 14Q: 3 clusters Score -1648090 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1648270.750000 Penalty: 4752.692871
	Iteration 15Q: 3 clusters Score -1648271 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1648394.250000 Penalty: 4752.692871
	Iteration 16Q: 3 clusters Score -1648394 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1648526.500000 Penalty: 4752.692871
	Iteration 17Q: 3 clusters Score -1648526 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1648631.375000 Penalty: 4752.692871
	Iteration 18Q: 3 clusters Score -1648631 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1648718.750000 Penalty: 4752.692871
	Iteration 19Q: 3 clusters Score -1648719 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1648822.125000 Penalty: 4752.692871
	Iteration 20F: 3 clusters Score -1648822 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1648908.625000 Penalty: 4752.692871
	Iteration 21Q: 3 clusters Score -1648909 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1648978.500000 Penalty: 4752.692871
	Iteration 22Q: 3 clusters Score -1648978 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1649021.250000 Penalty: 4752.692871
	Iteration 23Q: 3 clusters Score -1649021 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1649054.750000 Penalty: 4752.692871
	Iteration 24Q: 3 clusters Score -1649055 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1649083.875000 Penalty: 4752.692871
	Iteration 25Q: 3 clusters Score -1649084 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1649095.125000 Penalty: 4752.692871
	Iteration 26Q: 3 clusters Score -1649095 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1649118.750000 Penalty: 4752.692871
	Iteration 27Q: 3 clusters Score -1649119 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1649118.875000 Penalty: 4752.692871
	Iteration 28Q: 3 clusters Score -1649119 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1649120.875000 Penalty: 4752.692871
	Iteration 29Q: 3 clusters Score -1649121 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1649128.875000 Penalty: 4752.692871
	Iteration 30Q: 3 clusters Score -1649129 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1649132.875000 Penalty: 4752.692871
	Iteration 31Q: 3 clusters Score -1649133 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1649135.750000 Penalty: 4752.692871
	Iteration 32Q: 3 clusters Score -1649136 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1649137.875000 Penalty: 4752.692871
	Iteration 33Q: 3 clusters Score -1649138 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1649138.250000 Penalty: 4752.692871
	Iteration 34Q: 3 clusters Score -1649138 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1649147.125000 Penalty: 4752.692871
	Iteration 35Q: 3 clusters Score -1649147 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1649152.375000 Penalty: 4752.692871
	Iteration 36Q: 3 clusters Score -1649152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1649151.375000 Penalty: 4752.692871
	Iteration 37Q: 3 clusters Score -1649151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1649158.500000 Penalty: 4752.692871
	Iteration 38Q: 3 clusters Score -1649158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1649158.250000 Penalty: 4752.692871
	Iteration 39Q: 3 clusters Score -1649158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1649163.500000 Penalty: 4752.692871
	Iteration 40F: 3 clusters Score -1649164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1649162.875000 Penalty: 4752.692871
	Iteration 41Q: 3 clusters Score -1649163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1649163.875000 Penalty: 4752.692871
	Iteration 42Q: 3 clusters Score -1649164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1649165.375000 Penalty: 4752.692871
	Iteration 43Q: 3 clusters Score -1649165 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1649167.750000 Penalty: 4752.692871
	Iteration 44Q: 3 clusters Score -1649168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1649174.250000 Penalty: 4752.692871
	Iteration 45Q: 3 clusters Score -1649174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1649171.625000 Penalty: 4752.692871
	Iteration 46Q: 3 clusters Score -1649172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1649174.375000 Penalty: 4752.692871
	Iteration 47Q: 3 clusters Score -1649174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1649176.500000 Penalty: 4752.692871
	Iteration 48Q: 3 clusters Score -1649176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1649182.750000 Penalty: 4752.692871
	Iteration 49Q: 3 clusters Score -1649183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1649185.625000 Penalty: 4752.692871
	Iteration 50Q: 3 clusters Score -1649186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1649183.125000 Penalty: 4752.692871
	Iteration 51Q: 3 clusters Score -1649183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1649181.875000 Penalty: 4752.692871
	Iteration 52Q: 3 clusters Score -1649182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1649184.875000 Penalty: 4752.692871
	Iteration 53Q: 3 clusters Score -1649185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1649187.375000 Penalty: 4752.692871
	Iteration 54Q: 3 clusters Score -1649187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1649187.375000 Penalty: 4752.692871
	Iteration 55Q: 3 clusters Score -1649187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1649188.375000 Penalty: 4752.692871
	Iteration 56Q: 3 clusters Score -1649188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1649190.125000 Penalty: 4752.692871
	Iteration 57Q: 3 clusters Score -1649190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1649184.375000 Penalty: 4752.692871
	Iteration 58Q: 3 clusters Score -1649184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1649186.875000 Penalty: 4752.692871
	Iteration 59Q: 3 clusters Score -1649187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1649189.125000 Penalty: 4752.692871
	Iteration 60F: 3 clusters Score -1649189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1649192.625000 Penalty: 4752.692871
	Iteration 61Q: 3 clusters Score -1649193 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1649191.500000 Penalty: 4752.692871
	Iteration 62Q: 3 clusters Score -1649192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1649194.125000 Penalty: 4752.692871
	Iteration 63Q: 3 clusters Score -1649194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1649193.125000 Penalty: 4752.692871
	Iteration 64Q: 3 clusters Score -1649193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1649194.000000 Penalty: 4752.692871
	Iteration 65Q: 3 clusters Score -1649194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1649193.375000 Penalty: 4752.692871
	Iteration 66Q: 3 clusters Score -1649193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1649195.625000 Penalty: 4752.692871
	Iteration 67Q: 3 clusters Score -1649196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1649193.625000 Penalty: 4752.692871
	Iteration 68Q: 3 clusters Score -1649194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1649195.250000 Penalty: 4752.692871
	Iteration 69Q: 3 clusters Score -1649195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1649191.875000 Penalty: 4752.692871
	Iteration 70Q: 3 clusters Score -1649192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1649192.875000 Penalty: 4752.692871
	Iteration 71Q: 3 clusters Score -1649193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1649192.500000 Penalty: 4752.692871
	Iteration 72Q: 3 clusters Score -1649192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1649195.000000 Penalty: 4752.692871
	Iteration 73Q: 3 clusters Score -1649195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1649197.875000 Penalty: 4752.692871
	Iteration 74Q: 3 clusters Score -1649198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1649197.625000 Penalty: 4752.692871
	Iteration 75Q: 3 clusters Score -1649198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1649200.250000 Penalty: 4752.692871
	Iteration 76Q: 3 clusters Score -1649200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1649202.625000 Penalty: 4752.692871
	Iteration 77Q: 3 clusters Score -1649203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1649201.125000 Penalty: 4752.692871
	Iteration 78Q: 3 clusters Score -1649201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1649199.750000 Penalty: 4752.692871
	Iteration 79Q: 3 clusters Score -1649200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1649196.500000 Penalty: 4752.692871
	Iteration 80F: 3 clusters Score -1649196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1649197.625000 Penalty: 4752.692871
	Iteration 81Q: 3 clusters Score -1649198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1649197.750000 Penalty: 4752.692871
	Iteration 82Q: 3 clusters Score -1649198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1649198.500000 Penalty: 4752.692871
	Iteration 83Q: 3 clusters Score -1649198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1649198.500000 Penalty: 4752.692871
	Iteration 84F: 3 clusters Score -1649198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -881589.437500 Penalty: 2228.048584
	Iteration 0F: 2 clusters Score -881589.4 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 3981 members 
Entering Unmasked Estep 
Score: -875168.125000 Penalty: 4456.097168
	Iteration 0F: 3 clusters Score -875168.1 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -877076.500000 Penalty: 4456.097168
	Iteration 1F: 3 clusters Score -877076.5 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -877447.562500 Penalty: 4456.097168
	Iteration 2F: 3 clusters Score -877447.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -877739.812500 Penalty: 4456.097168
	Iteration 3F: 3 clusters Score -877739.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -878003.875000 Penalty: 4456.097168
	Iteration 4F: 3 clusters Score -878003.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -878265.687500 Penalty: 4456.097168
	Iteration 5Q: 3 clusters Score -878265.7 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -878534.062500 Penalty: 4456.097168
	Iteration 6Q: 3 clusters Score -878534.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -878803.000000 Penalty: 4456.097168
	Iteration 7Q: 3 clusters Score -878803 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -879044.312500 Penalty: 4456.097168
	Iteration 8Q: 3 clusters Score -879044.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -879222.562500 Penalty: 4456.097168
	Iteration 9Q: 3 clusters Score -879222.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -879349.500000 Penalty: 4456.097168
	Iteration 10Q: 3 clusters Score -879349.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -879457.312500 Penalty: 4456.097168
	Iteration 11Q: 3 clusters Score -879457.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -879524.000000 Penalty: 4456.097168
	Iteration 12Q: 3 clusters Score -879524 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -879576.875000 Penalty: 4456.097168
	Iteration 13Q: 3 clusters Score -879576.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -879620.187500 Penalty: 4456.097168
	Iteration 14Q: 3 clusters Score -879620.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -879647.812500 Penalty: 4456.097168
	Iteration 15Q: 3 clusters Score -879647.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -879663.000000 Penalty: 4456.097168
	Iteration 16Q: 3 clusters Score -879663 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -879672.000000 Penalty: 4456.097168
	Iteration 17Q: 3 clusters Score -879672 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -879682.687500 Penalty: 4456.097168
	Iteration 18Q: 3 clusters Score -879682.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -879688.625000 Penalty: 4456.097168
	Iteration 19Q: 3 clusters Score -879688.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -879696.125000 Penalty: 4456.097168
	Iteration 20F: 3 clusters Score -879696.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -879702.937500 Penalty: 4456.097168
	Iteration 21Q: 3 clusters Score -879702.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -879707.437500 Penalty: 4456.097168
	Iteration 22Q: 3 clusters Score -879707.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -879712.687500 Penalty: 4456.097168
	Iteration 23Q: 3 clusters Score -879712.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -879714.062500 Penalty: 4456.097168
	Iteration 24Q: 3 clusters Score -879714.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -879716.062500 Penalty: 4456.097168
	Iteration 25Q: 3 clusters Score -879716.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -879720.812500 Penalty: 4456.097168
	Iteration 26Q: 3 clusters Score -879720.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -879718.562500 Penalty: 4456.097168
	Iteration 27Q: 3 clusters Score -879718.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -879721.562500 Penalty: 4456.097168
	Iteration 28Q: 3 clusters Score -879721.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -879722.562500 Penalty: 4456.097168
	Iteration 29Q: 3 clusters Score -879722.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -879726.562500 Penalty: 4456.097168
	Iteration 30Q: 3 clusters Score -879726.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -879727.312500 Penalty: 4456.097168
	Iteration 31Q: 3 clusters Score -879727.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -879727.000000 Penalty: 4456.097168
	Iteration 32Q: 3 clusters Score -879727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -879726.187500 Penalty: 4456.097168
	Iteration 33Q: 3 clusters Score -879726.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -879729.687500 Penalty: 4456.097168
	Iteration 34Q: 3 clusters Score -879729.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -879727.875000 Penalty: 4456.097168
	Iteration 35Q: 3 clusters Score -879727.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -879729.125000 Penalty: 4456.097168
	Iteration 36Q: 3 clusters Score -879729.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -879729.687500 Penalty: 4456.097168
	Iteration 37Q: 3 clusters Score -879729.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -879729.687500 Penalty: 4456.097168
	Iteration 38Q: 3 clusters Score -879729.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -879729.687500 Penalty: 4456.097168
	Iteration 39F: 3 clusters Score -879729.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -2277847.750000 Penalty: 2441.759766
	Iteration 0F: 2 clusters Score -2277848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -2264560.750000 Penalty: 4883.519531
	Iteration 0F: 3 clusters Score -2264561 nChanged 8234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -2268896.750000 Penalty: 4883.519531
	Iteration 1F: 3 clusters Score -2268897 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -2269255.000000 Penalty: 4883.519531
	Iteration 2F: 3 clusters Score -2269255 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -2269550.000000 Penalty: 4883.519531
	Iteration 3Q: 3 clusters Score -2269550 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -2269845.250000 Penalty: 4883.519531
	Iteration 4Q: 3 clusters Score -2269845 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -2270187.250000 Penalty: 4883.519531
	Iteration 5Q: 3 clusters Score -2270187 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -2270555.500000 Penalty: 4883.519531
	Iteration 6Q: 3 clusters Score -2270556 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -2271005.250000 Penalty: 4883.519531
	Iteration 7Q: 3 clusters Score -2271005 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -2271511.000000 Penalty: 4883.519531
	Iteration 8Q: 3 clusters Score -2271511 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -2272057.250000 Penalty: 4883.519531
	Iteration 9Q: 3 clusters Score -2272057 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -2272585.500000 Penalty: 4883.519531
	Iteration 10Q: 3 clusters Score -2272586 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -2273127.250000 Penalty: 4883.519531
	Iteration 11Q: 3 clusters Score -2273127 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -2273609.000000 Penalty: 4883.519531
	Iteration 12Q: 3 clusters Score -2273609 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -2273947.750000 Penalty: 4883.519531
	Iteration 13Q: 3 clusters Score -2273948 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -2274211.250000 Penalty: 4883.519531
	Iteration 14Q: 3 clusters Score -2274211 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -2274418.250000 Penalty: 4883.519531
	Iteration 15Q: 3 clusters Score -2274418 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -2274566.250000 Penalty: 4883.519531
	Iteration 16Q: 3 clusters Score -2274566 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -2274707.250000 Penalty: 4883.519531
	Iteration 17Q: 3 clusters Score -2274707 nChanged 284
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: -2274820.500000 Penalty: 4883.519531
	Iteration 18Q: 3 clusters Score -2274820 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -2274930.500000 Penalty: 4883.519531
	Iteration 19Q: 3 clusters Score -2274930 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -2275016.750000 Penalty: 4883.519531
	Iteration 20F: 3 clusters Score -2275017 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -2275094.250000 Penalty: 4883.519531
	Iteration 21Q: 3 clusters Score -2275094 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -2275170.750000 Penalty: 4883.519531
	Iteration 22Q: 3 clusters Score -2275171 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -2275223.250000 Penalty: 4883.519531
	Iteration 23Q: 3 clusters Score -2275223 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -2275265.750000 Penalty: 4883.519531
	Iteration 24Q: 3 clusters Score -2275266 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -2275324.250000 Penalty: 4883.519531
	Iteration 25Q: 3 clusters Score -2275324 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -2275389.250000 Penalty: 4883.519531
	Iteration 26Q: 3 clusters Score -2275389 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -2275428.250000 Penalty: 4883.519531
	Iteration 27Q: 3 clusters Score -2275428 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -2275446.250000 Penalty: 4883.519531
	Iteration 28Q: 3 clusters Score -2275446 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -2275482.000000 Penalty: 4883.519531
	Iteration 29Q: 3 clusters Score -2275482 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -2275513.750000 Penalty: 4883.519531
	Iteration 30Q: 3 clusters Score -2275514 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -2275546.750000 Penalty: 4883.519531
	Iteration 31Q: 3 clusters Score -2275547 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -2275569.750000 Penalty: 4883.519531
	Iteration 32Q: 3 clusters Score -2275570 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -2275599.250000 Penalty: 4883.519531
	Iteration 33Q: 3 clusters Score -2275599 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -2275614.000000 Penalty: 4883.519531
	Iteration 34Q: 3 clusters Score -2275614 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -2275629.500000 Penalty: 4883.519531
	Iteration 35Q: 3 clusters Score -2275630 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -2275644.500000 Penalty: 4883.519531
	Iteration 36Q: 3 clusters Score -2275644 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -2275657.000000 Penalty: 4883.519531
	Iteration 37Q: 3 clusters Score -2275657 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2275673.500000 Penalty: 4883.519531
	Iteration 38Q: 3 clusters Score -2275674 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -2275682.750000 Penalty: 4883.519531
	Iteration 39Q: 3 clusters Score -2275683 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -2275688.250000 Penalty: 4883.519531
	Iteration 40F: 3 clusters Score -2275688 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -2275697.750000 Penalty: 4883.519531
	Iteration 41Q: 3 clusters Score -2275698 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2275716.500000 Penalty: 4883.519531
	Iteration 42Q: 3 clusters Score -2275716 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -2275738.750000 Penalty: 4883.519531
	Iteration 43Q: 3 clusters Score -2275739 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2275755.250000 Penalty: 4883.519531
	Iteration 44Q: 3 clusters Score -2275755 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2275768.000000 Penalty: 4883.519531
	Iteration 45Q: 3 clusters Score -2275768 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -2275778.000000 Penalty: 4883.519531
	Iteration 46Q: 3 clusters Score -2275778 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -2275788.750000 Penalty: 4883.519531
	Iteration 47Q: 3 clusters Score -2275789 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2275787.000000 Penalty: 4883.519531
	Iteration 48Q: 3 clusters Score -2275787 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -2275796.000000 Penalty: 4883.519531
	Iteration 49Q: 3 clusters Score -2275796 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2275801.500000 Penalty: 4883.519531
	Iteration 50Q: 3 clusters Score -2275802 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2275809.750000 Penalty: 4883.519531
	Iteration 51Q: 3 clusters Score -2275810 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2275819.000000 Penalty: 4883.519531
	Iteration 52Q: 3 clusters Score -2275819 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2275823.500000 Penalty: 4883.519531
	Iteration 53Q: 3 clusters Score -2275824 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -2275826.000000 Penalty: 4883.519531
	Iteration 54Q: 3 clusters Score -2275826 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2275834.750000 Penalty: 4883.519531
	Iteration 55Q: 3 clusters Score -2275835 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2275844.000000 Penalty: 4883.519531
	Iteration 56Q: 3 clusters Score -2275844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2275841.750000 Penalty: 4883.519531
	Iteration 57Q: 3 clusters Score -2275842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2275843.750000 Penalty: 4883.519531
	Iteration 58Q: 3 clusters Score -2275844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2275847.500000 Penalty: 4883.519531
	Iteration 59Q: 3 clusters Score -2275848 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2275851.000000 Penalty: 4883.519531
	Iteration 60F: 3 clusters Score -2275851 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2275854.750000 Penalty: 4883.519531
	Iteration 61Q: 3 clusters Score -2275855 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2275860.000000 Penalty: 4883.519531
	Iteration 62Q: 3 clusters Score -2275860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2275860.250000 Penalty: 4883.519531
	Iteration 63Q: 3 clusters Score -2275860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2275861.250000 Penalty: 4883.519531
	Iteration 64Q: 3 clusters Score -2275861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2275862.500000 Penalty: 4883.519531
	Iteration 65Q: 3 clusters Score -2275862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2275861.250000 Penalty: 4883.519531
	Iteration 66Q: 3 clusters Score -2275861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2275862.500000 Penalty: 4883.519531
	Iteration 67Q: 3 clusters Score -2275862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2275865.250000 Penalty: 4883.519531
	Iteration 68Q: 3 clusters Score -2275865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2275863.250000 Penalty: 4883.519531
	Iteration 69Q: 3 clusters Score -2275863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2275869.500000 Penalty: 4883.519531
	Iteration 70Q: 3 clusters Score -2275870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2275868.750000 Penalty: 4883.519531
	Iteration 71Q: 3 clusters Score -2275869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2275869.250000 Penalty: 4883.519531
	Iteration 72Q: 3 clusters Score -2275869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2275868.750000 Penalty: 4883.519531
	Iteration 73Q: 3 clusters Score -2275869 nChanged 4
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: -2275871.250000 Penalty: 4883.519531
	Iteration 74Q: 3 clusters Score -2275871 nChanged 0
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: -2275871.250000 Penalty: 4883.519531
	Iteration 75F: 3 clusters Score -2275871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -43601.976562 Penalty: 1514.541626
	Iteration 0F: 2 clusters Score -43601.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -42147.171875 Penalty: 3029.083252
	Iteration 0F: 3 clusters Score -42147.17 nChanged 76
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: -42369.828125 Penalty: 3029.083252
	Iteration 1F: 3 clusters Score -42369.83 nChanged 35
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: -42609.222656 Penalty: 3029.083252
	Iteration 2F: 3 clusters Score -42609.22 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -42793.542969 Penalty: 3029.083252
	Iteration 3F: 3 clusters Score -42793.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -42960.597656 Penalty: 3029.083252
	Iteration 4Q: 3 clusters Score -42960.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -43151.640625 Penalty: 3029.083252
	Iteration 5F: 3 clusters Score -43151.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -43240.691406 Penalty: 3029.083252
	Iteration 6Q: 3 clusters Score -43240.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -43366.992188 Penalty: 3029.083252
	Iteration 7Q: 3 clusters Score -43366.99 nChanged 18
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: -43440.933594 Penalty: 3029.083252
	Iteration 8Q: 3 clusters Score -43440.93 nChanged 10
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: -43490.140625 Penalty: 3029.083252
	Iteration 9Q: 3 clusters Score -43490.14 nChanged 8
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: -43531.855469 Penalty: 3029.083252
	Iteration 10Q: 3 clusters Score -43531.86 nChanged 5
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: -43559.980469 Penalty: 3029.083252
	Iteration 11Q: 3 clusters Score -43559.98 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: -43596.500000 Penalty: 3029.083252
	Iteration 12Q: 3 clusters Score -43596.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -43655.894531 Penalty: 3029.083252
	Iteration 13Q: 3 clusters Score -43655.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -43690.371094 Penalty: 3029.083252
	Iteration 14Q: 3 clusters Score -43690.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -43704.707031 Penalty: 3029.083252
	Iteration 15Q: 3 clusters Score -43704.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -43713.742188 Penalty: 3029.083252
	Iteration 16Q: 3 clusters Score -43713.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -43716.511719 Penalty: 3029.083252
	Iteration 17Q: 3 clusters Score -43716.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -43716.511719 Penalty: 3029.083252
	Iteration 18F: 3 clusters Score -43716.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 8695 members 
Mstep: Class 3 contains 15428 members 
Mstep: Class 4 contains 183673 members 
Mstep: Class 5 contains 320818 members 
Mstep: Class 6 contains 8634 members 
Mstep: Class 7 contains 182650 members 
Mstep: Class 8 contains 16469 members 
Mstep: Class 9 contains 12322 members 
Mstep: Class 10 contains 14502 members 
Mstep: Class 11 contains 7975 members 
Mstep: Class 12 contains 18879 members 
Mstep: Class 13 contains 176 members 
Mstep: Class 14 contains 3225 members 
Mstep: Class 15 contains 101687 members 
Mstep: Class 16 contains 185719 members 
Mstep: Class 17 contains 16481 members 
Mstep: Class 18 contains 83453 members 
Mstep: Class 19 contains 25626 members 
Mstep: Class 20 contains 116581 members 
Mstep: Class 21 contains 44161 members 
Mstep: Class 22 contains 53111 members 
Mstep: Class 23 contains 10685 members 
Mstep: Class 24 contains 29192 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12860 members 
Mstep: Class 27 contains 11092 members 
Mstep: Class 28 contains 5665 members 
Mstep: Class 29 contains 12236 members 
Mstep: Class 30 contains 3263 members 
Mstep: Class 31 contains 6553 members 
Mstep: Class 32 contains 10936 members 
Mstep: Class 33 contains 54468 members 
Mstep: Class 34 contains 24138 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131064 members 
Mstep: Class 37 contains 226159 members 
Mstep: Class 38 contains 21479 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 883 members 
Mstep: Class 41 contains 446 members 
Mstep: Class 42 contains 273 members 
Entering Unmasked Estep 
Score: -235497600.000000 Penalty: 151070.828125
Splitting cluster 13 changes total score from -235500304.000000 to -235497600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (3225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Entering Unmasked Estep 
Score: -367146.031250 Penalty: 2003.514771
	Iteration 0F: 2 clusters Score -367146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -363754.656250 Penalty: 4007.029541
	Iteration 0F: 3 clusters Score -363754.7 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -364469.062500 Penalty: 4007.029541
	Iteration 1F: 3 clusters Score -364469.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -364655.375000 Penalty: 4007.029541
	Iteration 2F: 3 clusters Score -364655.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -364765.437500 Penalty: 4007.029541
	Iteration 3Q: 3 clusters Score -364765.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -364865.031250 Penalty: 4007.029541
	Iteration 4Q: 3 clusters Score -364865 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -364981.812500 Penalty: 4007.029541
	Iteration 5Q: 3 clusters Score -364981.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -365116.000000 Penalty: 4007.029541
	Iteration 6Q: 3 clusters Score -365116 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -365263.750000 Penalty: 4007.029541
	Iteration 7Q: 3 clusters Score -365263.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -365398.687500 Penalty: 4007.029541
	Iteration 8Q: 3 clusters Score -365398.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -365518.812500 Penalty: 4007.029541
	Iteration 9Q: 3 clusters Score -365518.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -365625.156250 Penalty: 4007.029541
	Iteration 10Q: 3 clusters Score -365625.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -365700.468750 Penalty: 4007.029541
	Iteration 11Q: 3 clusters Score -365700.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -365772.625000 Penalty: 4007.029541
	Iteration 12Q: 3 clusters Score -365772.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -365840.250000 Penalty: 4007.029541
	Iteration 13Q: 3 clusters Score -365840.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -365910.062500 Penalty: 4007.029541
	Iteration 14Q: 3 clusters Score -365910.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -365969.593750 Penalty: 4007.029541
	Iteration 15Q: 3 clusters Score -365969.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -366023.250000 Penalty: 4007.029541
	Iteration 16Q: 3 clusters Score -366023.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -366055.000000 Penalty: 4007.029541
	Iteration 17Q: 3 clusters Score -366055 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -366083.593750 Penalty: 4007.029541
	Iteration 18Q: 3 clusters Score -366083.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -366110.125000 Penalty: 4007.029541
	Iteration 19Q: 3 clusters Score -366110.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -366139.687500 Penalty: 4007.029541
	Iteration 20F: 3 clusters Score -366139.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -366162.062500 Penalty: 4007.029541
	Iteration 21Q: 3 clusters Score -366162.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -366180.843750 Penalty: 4007.029541
	Iteration 22Q: 3 clusters Score -366180.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -366193.281250 Penalty: 4007.029541
	Iteration 23Q: 3 clusters Score -366193.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -366201.031250 Penalty: 4007.029541
	Iteration 24Q: 3 clusters Score -366201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -366202.750000 Penalty: 4007.029541
	Iteration 25Q: 3 clusters Score -366202.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -366205.968750 Penalty: 4007.029541
	Iteration 26Q: 3 clusters Score -366206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -366211.343750 Penalty: 4007.029541
	Iteration 27Q: 3 clusters Score -366211.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -366218.718750 Penalty: 4007.029541
	Iteration 28Q: 3 clusters Score -366218.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -366225.343750 Penalty: 4007.029541
	Iteration 29Q: 3 clusters Score -366225.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -366232.687500 Penalty: 4007.029541
	Iteration 30Q: 3 clusters Score -366232.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -366239.812500 Penalty: 4007.029541
	Iteration 31Q: 3 clusters Score -366239.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -366243.375000 Penalty: 4007.029541
	Iteration 32Q: 3 clusters Score -366243.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -366247.812500 Penalty: 4007.029541
	Iteration 33Q: 3 clusters Score -366247.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -366252.625000 Penalty: 4007.029541
	Iteration 34Q: 3 clusters Score -366252.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -366256.812500 Penalty: 4007.029541
	Iteration 35Q: 3 clusters Score -366256.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -366262.375000 Penalty: 4007.029541
	Iteration 36Q: 3 clusters Score -366262.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -366266.281250 Penalty: 4007.029541
	Iteration 37Q: 3 clusters Score -366266.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -366268.031250 Penalty: 4007.029541
	Iteration 38Q: 3 clusters Score -366268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -366269.468750 Penalty: 4007.029541
	Iteration 39Q: 3 clusters Score -366269.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -366269.468750 Penalty: 4007.029541
	Iteration 40F: 3 clusters Score -366269.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (101687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101687 members 
Entering Unmasked Estep 
Score: -12472771.000000 Penalty: 2859.354248
	Iteration 0F: 2 clusters Score -1.247277e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50753 members 
Mstep: Class 2 contains 50934 members 
Entering Unmasked Estep 
Score: -12404742.000000 Penalty: 5718.708496
	Iteration 0F: 3 clusters Score -1.240474e+07 nChanged 48304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48819 members 
Mstep: Class 2 contains 52868 members 
Entering Unmasked Estep 
Score: -12433241.000000 Penalty: 5718.708496
	Iteration 1F: 3 clusters Score -1.243324e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47459 members 
Mstep: Class 2 contains 54228 members 
Entering Unmasked Estep 
Score: -12434553.000000 Penalty: 5718.708496
	Iteration 2Q: 3 clusters Score -1.243455e+07 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45590 members 
Mstep: Class 2 contains 56097 members 
Entering Unmasked Estep 
Score: -12436001.000000 Penalty: 5718.708496
	Iteration 3Q: 3 clusters Score -1.2436e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 58701 members 
Entering Unmasked Estep 
Score: -12438115.000000 Penalty: 5718.708496
	Iteration 4Q: 3 clusters Score -1.243812e+07 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39540 members 
Mstep: Class 2 contains 62147 members 
Entering Unmasked Estep 
Score: -12440791.000000 Penalty: 5718.708496
	Iteration 5F: 3 clusters Score -1.244079e+07 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35250 members 
Mstep: Class 2 contains 66437 members 
Entering Unmasked Estep 
Score: -12444146.000000 Penalty: 5718.708496
	Iteration 6F: 3 clusters Score -1.244415e+07 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 71474 members 
Entering Unmasked Estep 
Score: -12447820.000000 Penalty: 5718.708496
	Iteration 7F: 3 clusters Score -1.244782e+07 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 77092 members 
Entering Unmasked Estep 
Score: -12451842.000000 Penalty: 5718.708496
	Iteration 8F: 3 clusters Score -1.245184e+07 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 82771 members 
Entering Unmasked Estep 
Score: -12456096.000000 Penalty: 5718.708496
	Iteration 9F: 3 clusters Score -1.24561e+07 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 88046 members 
Entering Unmasked Estep 
Score: -12459907.000000 Penalty: 5718.708496
	Iteration 10F: 3 clusters Score -1.245991e+07 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 92508 members 
Entering Unmasked Estep 
Score: -12463321.000000 Penalty: 5718.708496
	Iteration 11Q: 3 clusters Score -1.246332e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 95962 members 
Entering Unmasked Estep 
Score: -12466067.000000 Penalty: 5718.708496
	Iteration 12Q: 3 clusters Score -1.246607e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 98310 members 
Entering Unmasked Estep 
Score: -12467925.000000 Penalty: 5718.708496
	Iteration 13Q: 3 clusters Score -1.246792e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 99775 members 
Entering Unmasked Estep 
Score: -12468972.000000 Penalty: 5718.708496
	Iteration 14Q: 3 clusters Score -1.246897e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 100552 members 
Entering Unmasked Estep 
Score: -12469499.000000 Penalty: 5718.708496
	Iteration 15Q: 3 clusters Score -1.24695e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 100934 members 
Entering Unmasked Estep 
Score: -12469833.000000 Penalty: 5718.708496
	Iteration 16Q: 3 clusters Score -1.246983e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 101112 members 
Entering Unmasked Estep 
Score: -12469987.000000 Penalty: 5718.708496
	Iteration 17Q: 3 clusters Score -1.246999e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 101202 members 
Entering Unmasked Estep 
Score: -12470065.000000 Penalty: 5718.708496
	Iteration 18Q: 3 clusters Score -1.247006e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 101255 members 
Entering Unmasked Estep 
Score: -12470137.000000 Penalty: 5718.708496
	Iteration 19Q: 3 clusters Score -1.247014e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 101284 members 
Entering Unmasked Estep 
Score: -12470163.000000 Penalty: 5718.708496
	Iteration 20F: 3 clusters Score -1.247016e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 101303 members 
Entering Unmasked Estep 
Score: -12470178.000000 Penalty: 5718.708496
	Iteration 21Q: 3 clusters Score -1.247018e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 101312 members 
Entering Unmasked Estep 
Score: -12470202.000000 Penalty: 5718.708496
	Iteration 22Q: 3 clusters Score -1.24702e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 101320 members 
Entering Unmasked Estep 
Score: -12470229.000000 Penalty: 5718.708496
	Iteration 23Q: 3 clusters Score -1.247023e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 101327 members 
Entering Unmasked Estep 
Score: -12470235.000000 Penalty: 5718.708496
	Iteration 24Q: 3 clusters Score -1.247024e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 101332 members 
Entering Unmasked Estep 
Score: -12470238.000000 Penalty: 5718.708496
	Iteration 25Q: 3 clusters Score -1.247024e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 101333 members 
Entering Unmasked Estep 
Score: -12470242.000000 Penalty: 5718.708496
	Iteration 26Q: 3 clusters Score -1.247024e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 101337 members 
Entering Unmasked Estep 
Score: -12470241.000000 Penalty: 5718.708496
	Iteration 27Q: 3 clusters Score -1.247024e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 101337 members 
Entering Unmasked Estep 
Score: -12470247.000000 Penalty: 5718.708496
	Iteration 28Q: 3 clusters Score -1.247025e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 101338 members 
Entering Unmasked Estep 
Score: -12470246.000000 Penalty: 5718.708496
	Iteration 29Q: 3 clusters Score -1.247025e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 101343 members 
Entering Unmasked Estep 
Score: -12470254.000000 Penalty: 5718.708496
	Iteration 30Q: 3 clusters Score -1.247025e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 101344 members 
Entering Unmasked Estep 
Score: -12470251.000000 Penalty: 5718.708496
	Iteration 31Q: 3 clusters Score -1.247025e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 101344 members 
Entering Unmasked Estep 
Score: -12470251.000000 Penalty: 5718.708496
	Iteration 32F: 3 clusters Score -1.247025e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (185719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185719 members 
Entering Unmasked Estep 
Score: -22150028.000000 Penalty: 3008.733643
	Iteration 0F: 2 clusters Score -2.215003e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92921 members 
Mstep: Class 2 contains 92798 members 
Entering Unmasked Estep 
Score: -22026242.000000 Penalty: 6017.467285
	Iteration 0F: 3 clusters Score -2.202624e+07 nChanged 88989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94692 members 
Mstep: Class 2 contains 91027 members 
Entering Unmasked Estep 
Score: -22077370.000000 Penalty: 6017.467285
	Iteration 1F: 3 clusters Score -2.207737e+07 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96115 members 
Mstep: Class 2 contains 89604 members 
Entering Unmasked Estep 
Score: -22078490.000000 Penalty: 6017.467285
	Iteration 2Q: 3 clusters Score -2.207849e+07 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98530 members 
Mstep: Class 2 contains 87189 members 
Entering Unmasked Estep 
Score: -22080054.000000 Penalty: 6017.467285
	Iteration 3Q: 3 clusters Score -2.208005e+07 nChanged 6745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102299 members 
Mstep: Class 2 contains 83420 members 
Entering Unmasked Estep 
Score: -22082250.000000 Penalty: 6017.467285
	Iteration 4Q: 3 clusters Score -2.208225e+07 nChanged 8314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107919 members 
Mstep: Class 2 contains 77800 members 
Entering Unmasked Estep 
Score: -22085322.000000 Penalty: 6017.467285
	Iteration 5Q: 3 clusters Score -2.208532e+07 nChanged 9954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115677 members 
Mstep: Class 2 contains 70042 members 
Entering Unmasked Estep 
Score: -22089878.000000 Penalty: 6017.467285
	Iteration 6F: 3 clusters Score -2.208988e+07 nChanged 11647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125694 members 
Mstep: Class 2 contains 60025 members 
Entering Unmasked Estep 
Score: -22096438.000000 Penalty: 6017.467285
	Iteration 7F: 3 clusters Score -2.209644e+07 nChanged 13131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137845 members 
Mstep: Class 2 contains 47874 members 
Entering Unmasked Estep 
Score: -22105334.000000 Penalty: 6017.467285
	Iteration 8F: 3 clusters Score -2.210533e+07 nChanged 13677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151128 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -22115774.000000 Penalty: 6017.467285
	Iteration 9F: 3 clusters Score -2.211577e+07 nChanged 12742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163796 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -22127214.000000 Penalty: 6017.467285
	Iteration 10F: 3 clusters Score -2.212721e+07 nChanged 10234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174024 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -22136710.000000 Penalty: 6017.467285
	Iteration 11F: 3 clusters Score -2.213671e+07 nChanged 6630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180654 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -22143062.000000 Penalty: 6017.467285
	Iteration 12Q: 3 clusters Score -2.214306e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183883 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -22145934.000000 Penalty: 6017.467285
	Iteration 13Q: 3 clusters Score -2.214593e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184977 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -22146878.000000 Penalty: 6017.467285
	Iteration 14Q: 3 clusters Score -2.214688e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185286 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -22147164.000000 Penalty: 6017.467285
	Iteration 15Q: 3 clusters Score -2.214716e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185382 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -22147324.000000 Penalty: 6017.467285
	Iteration 16Q: 3 clusters Score -2.214732e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185413 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -22147358.000000 Penalty: 6017.467285
	Iteration 17Q: 3 clusters Score -2.214736e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185427 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -22147388.000000 Penalty: 6017.467285
	Iteration 18Q: 3 clusters Score -2.214739e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185428 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -22147380.000000 Penalty: 6017.467285
	Iteration 19Q: 3 clusters Score -2.214738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185428 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -22147392.000000 Penalty: 6017.467285
	Iteration 20F: 3 clusters Score -2.214739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185428 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -22147400.000000 Penalty: 6017.467285
	Iteration 21Q: 3 clusters Score -2.21474e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185430 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -22147396.000000 Penalty: 6017.467285
	Iteration 22Q: 3 clusters Score -2.21474e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185430 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -22147410.000000 Penalty: 6017.467285
	Iteration 23Q: 3 clusters Score -2.214741e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185430 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -22147410.000000 Penalty: 6017.467285
	Iteration 24F: 3 clusters Score -2.214741e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Entering Unmasked Estep 
Score: -1998434.000000 Penalty: 2408.071045
	Iteration 0F: 2 clusters Score -1998434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1986624.250000 Penalty: 4816.142090
	Iteration 0F: 3 clusters Score -1986624 nChanged 7106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1990425.625000 Penalty: 4816.142090
	Iteration 1F: 3 clusters Score -1990426 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1990823.125000 Penalty: 4816.142090
	Iteration 2F: 3 clusters Score -1990823 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1991173.625000 Penalty: 4816.142090
	Iteration 3F: 3 clusters Score -1991174 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1991504.125000 Penalty: 4816.142090
	Iteration 4Q: 3 clusters Score -1991504 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1991889.000000 Penalty: 4816.142090
	Iteration 5Q: 3 clusters Score -1991889 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1992349.375000 Penalty: 4816.142090
	Iteration 6F: 3 clusters Score -1992349 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1992762.625000 Penalty: 4816.142090
	Iteration 7F: 3 clusters Score -1992763 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1993122.500000 Penalty: 4816.142090
	Iteration 8Q: 3 clusters Score -1993122 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1993442.625000 Penalty: 4816.142090
	Iteration 9Q: 3 clusters Score -1993443 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1993743.750000 Penalty: 4816.142090
	Iteration 10Q: 3 clusters Score -1993744 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1994013.750000 Penalty: 4816.142090
	Iteration 11Q: 3 clusters Score -1994014 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1994259.000000 Penalty: 4816.142090
	Iteration 12Q: 3 clusters Score -1994259 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1994528.500000 Penalty: 4816.142090
	Iteration 13Q: 3 clusters Score -1994528 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1994825.500000 Penalty: 4816.142090
	Iteration 14Q: 3 clusters Score -1994826 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1995119.750000 Penalty: 4816.142090
	Iteration 15Q: 3 clusters Score -1995120 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1995386.000000 Penalty: 4816.142090
	Iteration 16Q: 3 clusters Score -1995386 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1995608.000000 Penalty: 4816.142090
	Iteration 17Q: 3 clusters Score -1995608 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1995783.875000 Penalty: 4816.142090
	Iteration 18Q: 3 clusters Score -1995784 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1995908.375000 Penalty: 4816.142090
	Iteration 19Q: 3 clusters Score -1995908 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1996007.250000 Penalty: 4816.142090
	Iteration 20F: 3 clusters Score -1996007 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1996079.125000 Penalty: 4816.142090
	Iteration 21Q: 3 clusters Score -1996079 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1996145.375000 Penalty: 4816.142090
	Iteration 22Q: 3 clusters Score -1996145 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1996194.625000 Penalty: 4816.142090
	Iteration 23Q: 3 clusters Score -1996195 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1996231.750000 Penalty: 4816.142090
	Iteration 24Q: 3 clusters Score -1996232 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1996259.375000 Penalty: 4816.142090
	Iteration 25Q: 3 clusters Score -1996259 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1996267.000000 Penalty: 4816.142090
	Iteration 26Q: 3 clusters Score -1996267 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1996295.000000 Penalty: 4816.142090
	Iteration 27Q: 3 clusters Score -1996295 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1996322.750000 Penalty: 4816.142090
	Iteration 28Q: 3 clusters Score -1996323 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1996340.875000 Penalty: 4816.142090
	Iteration 29Q: 3 clusters Score -1996341 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1996365.875000 Penalty: 4816.142090
	Iteration 30Q: 3 clusters Score -1996366 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1996388.500000 Penalty: 4816.142090
	Iteration 31Q: 3 clusters Score -1996388 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1996407.000000 Penalty: 4816.142090
	Iteration 32Q: 3 clusters Score -1996407 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1996425.500000 Penalty: 4816.142090
	Iteration 33Q: 3 clusters Score -1996426 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1996430.125000 Penalty: 4816.142090
	Iteration 34Q: 3 clusters Score -1996430 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1996438.375000 Penalty: 4816.142090
	Iteration 35Q: 3 clusters Score -1996438 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1996452.500000 Penalty: 4816.142090
	Iteration 36Q: 3 clusters Score -1996452 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1996456.000000 Penalty: 4816.142090
	Iteration 37Q: 3 clusters Score -1996456 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1996465.250000 Penalty: 4816.142090
	Iteration 38Q: 3 clusters Score -1996465 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1996469.625000 Penalty: 4816.142090
	Iteration 39Q: 3 clusters Score -1996470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1996473.500000 Penalty: 4816.142090
	Iteration 40F: 3 clusters Score -1996474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1996477.500000 Penalty: 4816.142090
	Iteration 41Q: 3 clusters Score -1996478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1996485.625000 Penalty: 4816.142090
	Iteration 42Q: 3 clusters Score -1996486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1996492.375000 Penalty: 4816.142090
	Iteration 43Q: 3 clusters Score -1996492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1996496.250000 Penalty: 4816.142090
	Iteration 44Q: 3 clusters Score -1996496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1996491.875000 Penalty: 4816.142090
	Iteration 45Q: 3 clusters Score -1996492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1996501.875000 Penalty: 4816.142090
	Iteration 46Q: 3 clusters Score -1996502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1996505.750000 Penalty: 4816.142090
	Iteration 47Q: 3 clusters Score -1996506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1996510.625000 Penalty: 4816.142090
	Iteration 48Q: 3 clusters Score -1996511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1996513.500000 Penalty: 4816.142090
	Iteration 49Q: 3 clusters Score -1996514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1996516.250000 Penalty: 4816.142090
	Iteration 50Q: 3 clusters Score -1996516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1996521.500000 Penalty: 4816.142090
	Iteration 51Q: 3 clusters Score -1996522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1996518.500000 Penalty: 4816.142090
	Iteration 52Q: 3 clusters Score -1996518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1996519.000000 Penalty: 4816.142090
	Iteration 53Q: 3 clusters Score -1996519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1996523.500000 Penalty: 4816.142090
	Iteration 54Q: 3 clusters Score -1996524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1996522.750000 Penalty: 4816.142090
	Iteration 55Q: 3 clusters Score -1996523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1996523.750000 Penalty: 4816.142090
	Iteration 56Q: 3 clusters Score -1996524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1996529.375000 Penalty: 4816.142090
	Iteration 57Q: 3 clusters Score -1996529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1996527.750000 Penalty: 4816.142090
	Iteration 58Q: 3 clusters Score -1996528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1996526.000000 Penalty: 4816.142090
	Iteration 59Q: 3 clusters Score -1996526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1996526.000000 Penalty: 4816.142090
	Iteration 60F: 3 clusters Score -1996526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (83453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83453 members 
Entering Unmasked Estep 
Score: -10192823.000000 Penalty: 2810.345703
	Iteration 0F: 2 clusters Score -1.019282e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42403 members 
Mstep: Class 2 contains 41050 members 
Entering Unmasked Estep 
Score: -10136963.000000 Penalty: 5620.691406
	Iteration 0F: 3 clusters Score -1.013696e+07 nChanged 39241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50446 members 
Mstep: Class 2 contains 33007 members 
Entering Unmasked Estep 
Score: -10160613.000000 Penalty: 5620.691406
	Iteration 1F: 3 clusters Score -1.016061e+07 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55667 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -10164135.000000 Penalty: 5620.691406
	Iteration 2F: 3 clusters Score -1.016414e+07 nChanged 7273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62704 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -10170226.000000 Penalty: 5620.691406
	Iteration 3F: 3 clusters Score -1.017023e+07 nChanged 8194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70742 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -10178524.000000 Penalty: 5620.691406
	Iteration 4F: 3 clusters Score -1.017852e+07 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77126 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -10185505.000000 Penalty: 5620.691406
	Iteration 5F: 3 clusters Score -1.01855e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80570 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -10189101.000000 Penalty: 5620.691406
	Iteration 6Q: 3 clusters Score -1.01891e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81851 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -10190305.000000 Penalty: 5620.691406
	Iteration 7Q: 3 clusters Score -1.01903e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82292 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -10190679.000000 Penalty: 5620.691406
	Iteration 8Q: 3 clusters Score -1.019068e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82493 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -10190833.000000 Penalty: 5620.691406
	Iteration 9Q: 3 clusters Score -1.019083e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82583 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -10190879.000000 Penalty: 5620.691406
	Iteration 10Q: 3 clusters Score -1.019088e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82620 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -10190915.000000 Penalty: 5620.691406
	Iteration 11Q: 3 clusters Score -1.019092e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82648 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -10190943.000000 Penalty: 5620.691406
	Iteration 12Q: 3 clusters Score -1.019094e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82663 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -10190956.000000 Penalty: 5620.691406
	Iteration 13Q: 3 clusters Score -1.019096e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82668 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -10190960.000000 Penalty: 5620.691406
	Iteration 14Q: 3 clusters Score -1.019096e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82673 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -10190968.000000 Penalty: 5620.691406
	Iteration 15Q: 3 clusters Score -1.019097e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82680 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -10190981.000000 Penalty: 5620.691406
	Iteration 16Q: 3 clusters Score -1.019098e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82694 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -10191002.000000 Penalty: 5620.691406
	Iteration 17Q: 3 clusters Score -1.0191e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82703 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -10191011.000000 Penalty: 5620.691406
	Iteration 18Q: 3 clusters Score -1.019101e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82706 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -10191022.000000 Penalty: 5620.691406
	Iteration 19Q: 3 clusters Score -1.019102e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82706 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -10191017.000000 Penalty: 5620.691406
	Iteration 20F: 3 clusters Score -1.019102e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82710 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -10191018.000000 Penalty: 5620.691406
	Iteration 21Q: 3 clusters Score -1.019102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82712 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -10191022.000000 Penalty: 5620.691406
	Iteration 22Q: 3 clusters Score -1.019102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82712 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -10191023.000000 Penalty: 5620.691406
	Iteration 23Q: 3 clusters Score -1.019102e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82711 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -10191017.000000 Penalty: 5620.691406
	Iteration 24Q: 3 clusters Score -1.019102e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82712 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -10191023.000000 Penalty: 5620.691406
	Iteration 25Q: 3 clusters Score -1.019102e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82715 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -10191021.000000 Penalty: 5620.691406
	Iteration 26Q: 3 clusters Score -1.019102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82713 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -10191025.000000 Penalty: 5620.691406
	Iteration 27Q: 3 clusters Score -1.019102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82711 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -10191027.000000 Penalty: 5620.691406
	Iteration 28Q: 3 clusters Score -1.019103e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82711 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -10191027.000000 Penalty: 5620.691406
	Iteration 29F: 3 clusters Score -1.019103e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (25626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Entering Unmasked Estep 
Score: -3072836.250000 Penalty: 2517.537842
	Iteration 0F: 2 clusters Score -3072836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -3055306.250000 Penalty: 5035.075684
	Iteration 0F: 3 clusters Score -3055306 nChanged 11356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -3061526.000000 Penalty: 5035.075684
	Iteration 1F: 3 clusters Score -3061526 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -3062171.500000 Penalty: 5035.075684
	Iteration 2F: 3 clusters Score -3062172 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -3062825.750000 Penalty: 5035.075684
	Iteration 3F: 3 clusters Score -3062826 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -3063547.250000 Penalty: 5035.075684
	Iteration 4F: 3 clusters Score -3063547 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -3064288.000000 Penalty: 5035.075684
	Iteration 5Q: 3 clusters Score -3064288 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -3064980.000000 Penalty: 5035.075684
	Iteration 6Q: 3 clusters Score -3064980 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -3065652.000000 Penalty: 5035.075684
	Iteration 7Q: 3 clusters Score -3065652 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -3066234.000000 Penalty: 5035.075684
	Iteration 8Q: 3 clusters Score -3066234 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -3066846.750000 Penalty: 5035.075684
	Iteration 9Q: 3 clusters Score -3066847 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -3067522.750000 Penalty: 5035.075684
	Iteration 10Q: 3 clusters Score -3067523 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -3068245.500000 Penalty: 5035.075684
	Iteration 11Q: 3 clusters Score -3068246 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -3068820.250000 Penalty: 5035.075684
	Iteration 12Q: 3 clusters Score -3068820 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -3069262.750000 Penalty: 5035.075684
	Iteration 13Q: 3 clusters Score -3069263 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -3069622.750000 Penalty: 5035.075684
	Iteration 14Q: 3 clusters Score -3069623 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -3069950.250000 Penalty: 5035.075684
	Iteration 15Q: 3 clusters Score -3069950 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -3070282.500000 Penalty: 5035.075684
	Iteration 16Q: 3 clusters Score -3070282 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -3070585.000000 Penalty: 5035.075684
	Iteration 17Q: 3 clusters Score -3070585 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -3070832.500000 Penalty: 5035.075684
	Iteration 18Q: 3 clusters Score -3070832 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -3071032.000000 Penalty: 5035.075684
	Iteration 19Q: 3 clusters Score -3071032 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -3071178.000000 Penalty: 5035.075684
	Iteration 20F: 3 clusters Score -3071178 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -3071287.000000 Penalty: 5035.075684
	Iteration 21Q: 3 clusters Score -3071287 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -3071373.250000 Penalty: 5035.075684
	Iteration 22Q: 3 clusters Score -3071373 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -3071426.750000 Penalty: 5035.075684
	Iteration 23Q: 3 clusters Score -3071427 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -3071497.250000 Penalty: 5035.075684
	Iteration 24Q: 3 clusters Score -3071497 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -3071533.250000 Penalty: 5035.075684
	Iteration 25Q: 3 clusters Score -3071533 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -3071578.750000 Penalty: 5035.075684
	Iteration 26Q: 3 clusters Score -3071579 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -3071611.500000 Penalty: 5035.075684
	Iteration 27Q: 3 clusters Score -3071612 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -3071640.750000 Penalty: 5035.075684
	Iteration 28Q: 3 clusters Score -3071641 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -3071676.250000 Penalty: 5035.075684
	Iteration 29Q: 3 clusters Score -3071676 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -3071695.500000 Penalty: 5035.075684
	Iteration 30Q: 3 clusters Score -3071696 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -3071724.500000 Penalty: 5035.075684
	Iteration 31Q: 3 clusters Score -3071724 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -3071746.500000 Penalty: 5035.075684
	Iteration 32Q: 3 clusters Score -3071746 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -3071764.250000 Penalty: 5035.075684
	Iteration 33Q: 3 clusters Score -3071764 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -3071788.250000 Penalty: 5035.075684
	Iteration 34Q: 3 clusters Score -3071788 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -3071797.250000 Penalty: 5035.075684
	Iteration 35Q: 3 clusters Score -3071797 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -3071819.000000 Penalty: 5035.075684
	Iteration 36Q: 3 clusters Score -3071819 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -3071828.000000 Penalty: 5035.075684
	Iteration 37Q: 3 clusters Score -3071828 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -3071838.000000 Penalty: 5035.075684
	Iteration 38Q: 3 clusters Score -3071838 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -3071852.750000 Penalty: 5035.075684
	Iteration 39Q: 3 clusters Score -3071853 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -3071868.000000 Penalty: 5035.075684
	Iteration 40F: 3 clusters Score -3071868 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -3071868.750000 Penalty: 5035.075684
	Iteration 41Q: 3 clusters Score -3071869 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -3071873.000000 Penalty: 5035.075684
	Iteration 42Q: 3 clusters Score -3071873 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -3071874.500000 Penalty: 5035.075684
	Iteration 43Q: 3 clusters Score -3071874 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -3071882.250000 Penalty: 5035.075684
	Iteration 44Q: 3 clusters Score -3071882 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -3071882.500000 Penalty: 5035.075684
	Iteration 45Q: 3 clusters Score -3071882 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -3071905.000000 Penalty: 5035.075684
	Iteration 46Q: 3 clusters Score -3071905 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -3071910.000000 Penalty: 5035.075684
	Iteration 47Q: 3 clusters Score -3071910 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -3071915.750000 Penalty: 5035.075684
	Iteration 48Q: 3 clusters Score -3071916 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -3071910.500000 Penalty: 5035.075684
	Iteration 49Q: 3 clusters Score -3071910 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -3071923.500000 Penalty: 5035.075684
	Iteration 50Q: 3 clusters Score -3071924 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -3071925.750000 Penalty: 5035.075684
	Iteration 51Q: 3 clusters Score -3071926 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -3071924.000000 Penalty: 5035.075684
	Iteration 52Q: 3 clusters Score -3071924 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -3071934.750000 Penalty: 5035.075684
	Iteration 53Q: 3 clusters Score -3071935 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -3071928.500000 Penalty: 5035.075684
	Iteration 54Q: 3 clusters Score -3071928 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -3071935.000000 Penalty: 5035.075684
	Iteration 55Q: 3 clusters Score -3071935 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -3071952.000000 Penalty: 5035.075684
	Iteration 56Q: 3 clusters Score -3071952 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -3071957.000000 Penalty: 5035.075684
	Iteration 57Q: 3 clusters Score -3071957 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -3071958.000000 Penalty: 5035.075684
	Iteration 58Q: 3 clusters Score -3071958 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -3071953.750000 Penalty: 5035.075684
	Iteration 59Q: 3 clusters Score -3071954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -3071957.250000 Penalty: 5035.075684
	Iteration 60F: 3 clusters Score -3071957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -3071968.000000 Penalty: 5035.075684
	Iteration 61Q: 3 clusters Score -3071968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -3071961.500000 Penalty: 5035.075684
	Iteration 62Q: 3 clusters Score -3071962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -3071961.750000 Penalty: 5035.075684
	Iteration 63Q: 3 clusters Score -3071962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -3071963.250000 Penalty: 5035.075684
	Iteration 64Q: 3 clusters Score -3071963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -3071965.750000 Penalty: 5035.075684
	Iteration 65Q: 3 clusters Score -3071966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -3071970.500000 Penalty: 5035.075684
	Iteration 66Q: 3 clusters Score -3071970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -3071970.500000 Penalty: 5035.075684
	Iteration 67F: 3 clusters Score -3071970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (116581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116581 members 
Entering Unmasked Estep 
Score: -14225381.000000 Penalty: 2893.252686
	Iteration 0F: 2 clusters Score -1.422538e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58661 members 
Mstep: Class 2 contains 57920 members 
Entering Unmasked Estep 
Score: -14147564.000000 Penalty: 5786.505371
	Iteration 0F: 3 clusters Score -1.414756e+07 nChanged 55282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63853 members 
Mstep: Class 2 contains 52728 members 
Entering Unmasked Estep 
Score: -14179724.000000 Penalty: 5786.505371
	Iteration 1F: 3 clusters Score -1.417972e+07 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67710 members 
Mstep: Class 2 contains 48871 members 
Entering Unmasked Estep 
Score: -14181794.000000 Penalty: 5786.505371
	Iteration 2Q: 3 clusters Score -1.418179e+07 nChanged 6910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73622 members 
Mstep: Class 2 contains 42959 members 
Entering Unmasked Estep 
Score: -14185751.000000 Penalty: 5786.505371
	Iteration 3F: 3 clusters Score -1.418575e+07 nChanged 8961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81767 members 
Mstep: Class 2 contains 34814 members 
Entering Unmasked Estep 
Score: -14192262.000000 Penalty: 5786.505371
	Iteration 4F: 3 clusters Score -1.419226e+07 nChanged 9917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91012 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -14200604.000000 Penalty: 5786.505371
	Iteration 5F: 3 clusters Score -1.42006e+07 nChanged 9195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99669 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -14208729.000000 Penalty: 5786.505371
	Iteration 6F: 3 clusters Score -1.420873e+07 nChanged 6756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106099 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -14214413.000000 Penalty: 5786.505371
	Iteration 7F: 3 clusters Score -1.421441e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110389 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -14218132.000000 Penalty: 5786.505371
	Iteration 8Q: 3 clusters Score -1.421813e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113024 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -14220388.000000 Penalty: 5786.505371
	Iteration 9Q: 3 clusters Score -1.422039e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114369 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -14221514.000000 Penalty: 5786.505371
	Iteration 10Q: 3 clusters Score -1.422151e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115055 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -14222157.000000 Penalty: 5786.505371
	Iteration 11Q: 3 clusters Score -1.422216e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115403 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -14222456.000000 Penalty: 5786.505371
	Iteration 12Q: 3 clusters Score -1.422246e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115589 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -14222635.000000 Penalty: 5786.505371
	Iteration 13Q: 3 clusters Score -1.422264e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115691 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -14222773.000000 Penalty: 5786.505371
	Iteration 14Q: 3 clusters Score -1.422277e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115757 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -14222838.000000 Penalty: 5786.505371
	Iteration 15Q: 3 clusters Score -1.422284e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115789 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -14222923.000000 Penalty: 5786.505371
	Iteration 16Q: 3 clusters Score -1.422292e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115796 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -14222988.000000 Penalty: 5786.505371
	Iteration 17Q: 3 clusters Score -1.422299e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115804 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -14223032.000000 Penalty: 5786.505371
	Iteration 18Q: 3 clusters Score -1.422303e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115806 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -14223025.000000 Penalty: 5786.505371
	Iteration 19Q: 3 clusters Score -1.422302e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115810 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -14223055.000000 Penalty: 5786.505371
	Iteration 20F: 3 clusters Score -1.422306e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115813 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -14223084.000000 Penalty: 5786.505371
	Iteration 21Q: 3 clusters Score -1.422308e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115811 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -14223105.000000 Penalty: 5786.505371
	Iteration 22Q: 3 clusters Score -1.42231e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115810 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -14223117.000000 Penalty: 5786.505371
	Iteration 23Q: 3 clusters Score -1.422312e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115806 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -14223121.000000 Penalty: 5786.505371
	Iteration 24Q: 3 clusters Score -1.422312e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115810 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -14223135.000000 Penalty: 5786.505371
	Iteration 25Q: 3 clusters Score -1.422314e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115818 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -14223142.000000 Penalty: 5786.505371
	Iteration 26Q: 3 clusters Score -1.422314e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115816 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -14223149.000000 Penalty: 5786.505371
	Iteration 27Q: 3 clusters Score -1.422315e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115817 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -14223136.000000 Penalty: 5786.505371
	Iteration 28Q: 3 clusters Score -1.422314e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115819 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -14223165.000000 Penalty: 5786.505371
	Iteration 29Q: 3 clusters Score -1.422316e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115817 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -14223173.000000 Penalty: 5786.505371
	Iteration 30Q: 3 clusters Score -1.422317e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115819 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -14223192.000000 Penalty: 5786.505371
	Iteration 31Q: 3 clusters Score -1.422319e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115822 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -14223184.000000 Penalty: 5786.505371
	Iteration 32Q: 3 clusters Score -1.422318e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115819 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -14223189.000000 Penalty: 5786.505371
	Iteration 33Q: 3 clusters Score -1.422319e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115811 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -14223196.000000 Penalty: 5786.505371
	Iteration 34Q: 3 clusters Score -1.42232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115808 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -14223190.000000 Penalty: 5786.505371
	Iteration 35Q: 3 clusters Score -1.422319e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115811 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -14223195.000000 Penalty: 5786.505371
	Iteration 36Q: 3 clusters Score -1.42232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115812 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -14223198.000000 Penalty: 5786.505371
	Iteration 37Q: 3 clusters Score -1.42232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115811 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -14223209.000000 Penalty: 5786.505371
	Iteration 38Q: 3 clusters Score -1.422321e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115811 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -14223209.000000 Penalty: 5786.505371
	Iteration 39F: 3 clusters Score -1.422321e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44161 members 
Entering Unmasked Estep 
Score: -5346058.500000 Penalty: 2652.508301
	Iteration 0F: 2 clusters Score -5346058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -5316118.000000 Penalty: 5305.016602
	Iteration 0F: 3 clusters Score -5316118 nChanged 20407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -5327504.000000 Penalty: 5305.016602
	Iteration 1F: 3 clusters Score -5327504 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -5328460.500000 Penalty: 5305.016602
	Iteration 2Q: 3 clusters Score -5328460 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -5329928.500000 Penalty: 5305.016602
	Iteration 3F: 3 clusters Score -5329928 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -5332129.000000 Penalty: 5305.016602
	Iteration 4F: 3 clusters Score -5332129 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 26862 members 
Entering Unmasked Estep 
Score: -5334829.000000 Penalty: 5305.016602
	Iteration 5F: 3 clusters Score -5334829 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -5337409.000000 Penalty: 5305.016602
	Iteration 6F: 3 clusters Score -5337409 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 30810 members 
Entering Unmasked Estep 
Score: -5339379.500000 Penalty: 5305.016602
	Iteration 7F: 3 clusters Score -5339380 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
Score: -5340779.500000 Penalty: 5305.016602
	Iteration 8Q: 3 clusters Score -5340780 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 34065 members 
Entering Unmasked Estep 
Score: -5341911.000000 Penalty: 5305.016602
	Iteration 9Q: 3 clusters Score -5341911 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -5342732.500000 Penalty: 5305.016602
	Iteration 10Q: 3 clusters Score -5342732 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
Score: -5343295.500000 Penalty: 5305.016602
	Iteration 11Q: 3 clusters Score -5343296 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 37307 members 
Entering Unmasked Estep 
Score: -5343758.500000 Penalty: 5305.016602
	Iteration 12Q: 3 clusters Score -5343758 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 38083 members 
Entering Unmasked Estep 
Score: -5344138.500000 Penalty: 5305.016602
	Iteration 13Q: 3 clusters Score -5344138 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 38712 members 
Entering Unmasked Estep 
Score: -5344422.000000 Penalty: 5305.016602
	Iteration 14Q: 3 clusters Score -5344422 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 39235 members 
Entering Unmasked Estep 
Score: -5344657.000000 Penalty: 5305.016602
	Iteration 15Q: 3 clusters Score -5344657 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 39682 members 
Entering Unmasked Estep 
Score: -5344871.500000 Penalty: 5305.016602
	Iteration 16Q: 3 clusters Score -5344872 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 40051 members 
Entering Unmasked Estep 
Score: -5345024.500000 Penalty: 5305.016602
	Iteration 17Q: 3 clusters Score -5345024 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 40359 members 
Entering Unmasked Estep 
Score: -5345152.500000 Penalty: 5305.016602
	Iteration 18Q: 3 clusters Score -5345152 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 40612 members 
Entering Unmasked Estep 
Score: -5345248.000000 Penalty: 5305.016602
	Iteration 19Q: 3 clusters Score -5345248 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 40803 members 
Entering Unmasked Estep 
Score: -5345311.500000 Penalty: 5305.016602
	Iteration 20F: 3 clusters Score -5345312 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 40954 members 
Entering Unmasked Estep 
Score: -5345346.500000 Penalty: 5305.016602
	Iteration 21Q: 3 clusters Score -5345346 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 41081 members 
Entering Unmasked Estep 
Score: -5345382.000000 Penalty: 5305.016602
	Iteration 22Q: 3 clusters Score -5345382 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 41187 members 
Entering Unmasked Estep 
Score: -5345413.500000 Penalty: 5305.016602
	Iteration 23Q: 3 clusters Score -5345414 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 41275 members 
Entering Unmasked Estep 
Score: -5345465.000000 Penalty: 5305.016602
	Iteration 24Q: 3 clusters Score -5345465 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 41364 members 
Entering Unmasked Estep 
Score: -5345460.000000 Penalty: 5305.016602
	Iteration 25Q: 3 clusters Score -5345460 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -5345515.000000 Penalty: 5305.016602
	Iteration 26Q: 3 clusters Score -5345515 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -5345530.500000 Penalty: 5305.016602
	Iteration 27Q: 3 clusters Score -5345530 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 41568 members 
Entering Unmasked Estep 
Score: -5345555.500000 Penalty: 5305.016602
	Iteration 28Q: 3 clusters Score -5345556 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -5345606.500000 Penalty: 5305.016602
	Iteration 29Q: 3 clusters Score -5345606 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 41675 members 
Entering Unmasked Estep 
Score: -5345645.500000 Penalty: 5305.016602
	Iteration 30Q: 3 clusters Score -5345646 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 41729 members 
Entering Unmasked Estep 
Score: -5345681.500000 Penalty: 5305.016602
	Iteration 31Q: 3 clusters Score -5345682 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 41765 members 
Entering Unmasked Estep 
Score: -5345715.000000 Penalty: 5305.016602
	Iteration 32Q: 3 clusters Score -5345715 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 41801 members 
Entering Unmasked Estep 
Score: -5345748.000000 Penalty: 5305.016602
	Iteration 33Q: 3 clusters Score -5345748 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 41835 members 
Entering Unmasked Estep 
Score: -5345755.000000 Penalty: 5305.016602
	Iteration 34Q: 3 clusters Score -5345755 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 41871 members 
Entering Unmasked Estep 
Score: -5345791.000000 Penalty: 5305.016602
	Iteration 35Q: 3 clusters Score -5345791 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
Score: -5345820.000000 Penalty: 5305.016602
	Iteration 36Q: 3 clusters Score -5345820 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 41927 members 
Entering Unmasked Estep 
Score: -5345828.500000 Penalty: 5305.016602
	Iteration 37Q: 3 clusters Score -5345828 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 41943 members 
Entering Unmasked Estep 
Score: -5345828.500000 Penalty: 5305.016602
	Iteration 38Q: 3 clusters Score -5345828 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 41946 members 
Entering Unmasked Estep 
Score: -5345838.000000 Penalty: 5305.016602
	Iteration 39Q: 3 clusters Score -5345838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 41953 members 
Entering Unmasked Estep 
Score: -5345842.000000 Penalty: 5305.016602
	Iteration 40F: 3 clusters Score -5345842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 41960 members 
Entering Unmasked Estep 
Score: -5345843.500000 Penalty: 5305.016602
	Iteration 41Q: 3 clusters Score -5345844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 41965 members 
Entering Unmasked Estep 
Score: -5345844.000000 Penalty: 5305.016602
	Iteration 42Q: 3 clusters Score -5345844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 41972 members 
Entering Unmasked Estep 
Score: -5345844.000000 Penalty: 5305.016602
	Iteration 43Q: 3 clusters Score -5345844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 41977 members 
Entering Unmasked Estep 
Score: -5345842.500000 Penalty: 5305.016602
	Iteration 44Q: 3 clusters Score -5345842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 41982 members 
Entering Unmasked Estep 
Score: -5345843.000000 Penalty: 5305.016602
	Iteration 45Q: 3 clusters Score -5345843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 41983 members 
Entering Unmasked Estep 
Score: -5345847.000000 Penalty: 5305.016602
	Iteration 46Q: 3 clusters Score -5345847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 41989 members 
Entering Unmasked Estep 
Score: -5345849.500000 Penalty: 5305.016602
	Iteration 47Q: 3 clusters Score -5345850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 41992 members 
Entering Unmasked Estep 
Score: -5345847.500000 Penalty: 5305.016602
	Iteration 48Q: 3 clusters Score -5345848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 41993 members 
Entering Unmasked Estep 
Score: -5345847.000000 Penalty: 5305.016602
	Iteration 49Q: 3 clusters Score -5345847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 41993 members 
Entering Unmasked Estep 
Score: -5345848.500000 Penalty: 5305.016602
	Iteration 50Q: 3 clusters Score -5345848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 41993 members 
Entering Unmasked Estep 
Score: -5345848.500000 Penalty: 5305.016602
	Iteration 51F: 3 clusters Score -5345848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (53111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53111 members 
Entering Unmasked Estep 
Score: -5958790.000000 Penalty: 2698.274658
	Iteration 0F: 2 clusters Score -5958790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -5923025.000000 Penalty: 5396.549316
	Iteration 0F: 3 clusters Score -5923025 nChanged 24531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -5936592.000000 Penalty: 5396.549316
	Iteration 1F: 3 clusters Score -5936592 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -5937342.500000 Penalty: 5396.549316
	Iteration 2Q: 3 clusters Score -5937342 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26991 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -5938218.000000 Penalty: 5396.549316
	Iteration 3Q: 3 clusters Score -5938218 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -5939215.500000 Penalty: 5396.549316
	Iteration 4Q: 3 clusters Score -5939216 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -5940440.000000 Penalty: 5396.549316
	Iteration 5Q: 3 clusters Score -5940440 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -5941807.500000 Penalty: 5396.549316
	Iteration 6F: 3 clusters Score -5941808 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29555 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -5943106.500000 Penalty: 5396.549316
	Iteration 7F: 3 clusters Score -5943106 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -5944245.500000 Penalty: 5396.549316
	Iteration 8Q: 3 clusters Score -5944246 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31791 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -5945242.500000 Penalty: 5396.549316
	Iteration 9Q: 3 clusters Score -5945242 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33108 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -5946149.000000 Penalty: 5396.549316
	Iteration 10Q: 3 clusters Score -5946149 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34598 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -5947032.000000 Penalty: 5396.549316
	Iteration 11Q: 3 clusters Score -5947032 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -5948008.000000 Penalty: 5396.549316
	Iteration 12Q: 3 clusters Score -5948008 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38024 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -5948943.000000 Penalty: 5396.549316
	Iteration 13Q: 3 clusters Score -5948943 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39856 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -5949956.500000 Penalty: 5396.549316
	Iteration 14Q: 3 clusters Score -5949956 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41652 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -5950899.000000 Penalty: 5396.549316
	Iteration 15Q: 3 clusters Score -5950899 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43383 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -5951881.500000 Penalty: 5396.549316
	Iteration 16Q: 3 clusters Score -5951882 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44925 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -5952719.500000 Penalty: 5396.549316
	Iteration 17Q: 3 clusters Score -5952720 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46341 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -5953528.500000 Penalty: 5396.549316
	Iteration 18Q: 3 clusters Score -5953528 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47532 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -5954216.500000 Penalty: 5396.549316
	Iteration 19Q: 3 clusters Score -5954216 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48527 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -5954819.000000 Penalty: 5396.549316
	Iteration 20F: 3 clusters Score -5954819 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49386 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -5955354.000000 Penalty: 5396.549316
	Iteration 21Q: 3 clusters Score -5955354 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50057 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -5955746.500000 Penalty: 5396.549316
	Iteration 22Q: 3 clusters Score -5955746 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50530 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -5955976.500000 Penalty: 5396.549316
	Iteration 23Q: 3 clusters Score -5955976 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50903 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -5956191.000000 Penalty: 5396.549316
	Iteration 24Q: 3 clusters Score -5956191 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51223 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -5956333.500000 Penalty: 5396.549316
	Iteration 25Q: 3 clusters Score -5956334 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51450 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -5956435.500000 Penalty: 5396.549316
	Iteration 26Q: 3 clusters Score -5956436 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51606 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -5956518.000000 Penalty: 5396.549316
	Iteration 27Q: 3 clusters Score -5956518 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51721 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -5956595.500000 Penalty: 5396.549316
	Iteration 28Q: 3 clusters Score -5956596 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51829 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -5956676.500000 Penalty: 5396.549316
	Iteration 29Q: 3 clusters Score -5956676 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51925 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -5956721.500000 Penalty: 5396.549316
	Iteration 30Q: 3 clusters Score -5956722 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52000 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -5956764.000000 Penalty: 5396.549316
	Iteration 31Q: 3 clusters Score -5956764 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52056 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -5956787.000000 Penalty: 5396.549316
	Iteration 32Q: 3 clusters Score -5956787 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52103 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -5956800.500000 Penalty: 5396.549316
	Iteration 33Q: 3 clusters Score -5956800 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52146 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -5956822.500000 Penalty: 5396.549316
	Iteration 34Q: 3 clusters Score -5956822 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52175 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -5956840.500000 Penalty: 5396.549316
	Iteration 35Q: 3 clusters Score -5956840 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52200 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -5956852.000000 Penalty: 5396.549316
	Iteration 36Q: 3 clusters Score -5956852 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52223 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -5956862.500000 Penalty: 5396.549316
	Iteration 37Q: 3 clusters Score -5956862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52233 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -5956875.000000 Penalty: 5396.549316
	Iteration 38Q: 3 clusters Score -5956875 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52244 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -5956888.500000 Penalty: 5396.549316
	Iteration 39Q: 3 clusters Score -5956888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52253 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -5956890.500000 Penalty: 5396.549316
	Iteration 40F: 3 clusters Score -5956890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52260 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -5956894.500000 Penalty: 5396.549316
	Iteration 41Q: 3 clusters Score -5956894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52272 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -5956909.000000 Penalty: 5396.549316
	Iteration 42Q: 3 clusters Score -5956909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52281 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5956911.500000 Penalty: 5396.549316
	Iteration 43Q: 3 clusters Score -5956912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52289 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5956914.000000 Penalty: 5396.549316
	Iteration 44Q: 3 clusters Score -5956914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52297 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -5956925.000000 Penalty: 5396.549316
	Iteration 45Q: 3 clusters Score -5956925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52304 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -5956928.500000 Penalty: 5396.549316
	Iteration 46Q: 3 clusters Score -5956928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52308 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5956926.500000 Penalty: 5396.549316
	Iteration 47Q: 3 clusters Score -5956926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52312 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -5956930.500000 Penalty: 5396.549316
	Iteration 48Q: 3 clusters Score -5956930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52317 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -5956929.000000 Penalty: 5396.549316
	Iteration 49Q: 3 clusters Score -5956929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52321 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -5956928.500000 Penalty: 5396.549316
	Iteration 50Q: 3 clusters Score -5956928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52325 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -5956940.000000 Penalty: 5396.549316
	Iteration 51Q: 3 clusters Score -5956940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52329 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -5956933.500000 Penalty: 5396.549316
	Iteration 52Q: 3 clusters Score -5956934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52329 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -5956931.500000 Penalty: 5396.549316
	Iteration 53Q: 3 clusters Score -5956932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52327 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -5956939.500000 Penalty: 5396.549316
	Iteration 54Q: 3 clusters Score -5956940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52330 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -5956937.000000 Penalty: 5396.549316
	Iteration 55Q: 3 clusters Score -5956937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52332 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -5956937.000000 Penalty: 5396.549316
	Iteration 56Q: 3 clusters Score -5956937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52334 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5956938.000000 Penalty: 5396.549316
	Iteration 57Q: 3 clusters Score -5956938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52335 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -5956937.500000 Penalty: 5396.549316
	Iteration 58Q: 3 clusters Score -5956938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52336 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -5956933.500000 Penalty: 5396.549316
	Iteration 59Q: 3 clusters Score -5956934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52336 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -5956933.500000 Penalty: 5396.549316
	Iteration 60F: 3 clusters Score -5956934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Entering Unmasked Estep 
Score: -1207395.250000 Penalty: 2300.595703
	Iteration 0F: 2 clusters Score -1207395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1199326.125000 Penalty: 4601.191406
	Iteration 0F: 3 clusters Score -1199326 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1201719.000000 Penalty: 4601.191406
	Iteration 1F: 3 clusters Score -1201719 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1202027.625000 Penalty: 4601.191406
	Iteration 2F: 3 clusters Score -1202028 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1202288.500000 Penalty: 4601.191406
	Iteration 3F: 3 clusters Score -1202288 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1202559.250000 Penalty: 4601.191406
	Iteration 4Q: 3 clusters Score -1202559 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1202897.500000 Penalty: 4601.191406
	Iteration 5Q: 3 clusters Score -1202898 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1203353.375000 Penalty: 4601.191406
	Iteration 6F: 3 clusters Score -1203353 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1203913.000000 Penalty: 4601.191406
	Iteration 7F: 3 clusters Score -1203913 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1204536.750000 Penalty: 4601.191406
	Iteration 8F: 3 clusters Score -1204537 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1205105.375000 Penalty: 4601.191406
	Iteration 9Q: 3 clusters Score -1205105 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1205614.750000 Penalty: 4601.191406
	Iteration 10Q: 3 clusters Score -1205615 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1206093.250000 Penalty: 4601.191406
	Iteration 11Q: 3 clusters Score -1206093 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1206488.125000 Penalty: 4601.191406
	Iteration 12Q: 3 clusters Score -1206488 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1206828.875000 Penalty: 4601.191406
	Iteration 13Q: 3 clusters Score -1206829 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1207051.125000 Penalty: 4601.191406
	Iteration 14Q: 3 clusters Score -1207051 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1207163.125000 Penalty: 4601.191406
	Iteration 15Q: 3 clusters Score -1207163 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1207223.625000 Penalty: 4601.191406
	Iteration 16Q: 3 clusters Score -1207224 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1207252.875000 Penalty: 4601.191406
	Iteration 17Q: 3 clusters Score -1207253 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1207266.375000 Penalty: 4601.191406
	Iteration 18Q: 3 clusters Score -1207266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1207275.000000 Penalty: 4601.191406
	Iteration 19Q: 3 clusters Score -1207275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1207277.000000 Penalty: 4601.191406
	Iteration 20F: 3 clusters Score -1207277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1207277.625000 Penalty: 4601.191406
	Iteration 21Q: 3 clusters Score -1207278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1207281.250000 Penalty: 4601.191406
	Iteration 22Q: 3 clusters Score -1207281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1207281.625000 Penalty: 4601.191406
	Iteration 23Q: 3 clusters Score -1207282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1207281.625000 Penalty: 4601.191406
	Iteration 24F: 3 clusters Score -1207282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (29192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Entering Unmasked Estep 
Score: -3560514.750000 Penalty: 2549.849121
	Iteration 0F: 2 clusters Score -3560515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -3540439.500000 Penalty: 5099.698242
	Iteration 0F: 3 clusters Score -3540440 nChanged 13229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -3547686.250000 Penalty: 5099.698242
	Iteration 1F: 3 clusters Score -3547686 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -3548182.000000 Penalty: 5099.698242
	Iteration 2Q: 3 clusters Score -3548182 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -3548754.000000 Penalty: 5099.698242
	Iteration 3Q: 3 clusters Score -3548754 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -3549427.500000 Penalty: 5099.698242
	Iteration 4Q: 3 clusters Score -3549428 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -3550326.500000 Penalty: 5099.698242
	Iteration 5F: 3 clusters Score -3550326 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -3551493.500000 Penalty: 5099.698242
	Iteration 6F: 3 clusters Score -3551494 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -3552945.000000 Penalty: 5099.698242
	Iteration 7F: 3 clusters Score -3552945 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -3554489.750000 Penalty: 5099.698242
	Iteration 8F: 3 clusters Score -3554490 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -3555953.250000 Penalty: 5099.698242
	Iteration 9F: 3 clusters Score -3555953 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -3557147.000000 Penalty: 5099.698242
	Iteration 10F: 3 clusters Score -3557147 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -3558082.750000 Penalty: 5099.698242
	Iteration 11Q: 3 clusters Score -3558083 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -3558762.500000 Penalty: 5099.698242
	Iteration 12Q: 3 clusters Score -3558762 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -3559184.500000 Penalty: 5099.698242
	Iteration 13Q: 3 clusters Score -3559184 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -3559432.000000 Penalty: 5099.698242
	Iteration 14Q: 3 clusters Score -3559432 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3559599.250000 Penalty: 5099.698242
	Iteration 15Q: 3 clusters Score -3559599 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3559718.000000 Penalty: 5099.698242
	Iteration 16Q: 3 clusters Score -3559718 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -3559785.000000 Penalty: 5099.698242
	Iteration 17Q: 3 clusters Score -3559785 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3559836.750000 Penalty: 5099.698242
	Iteration 18Q: 3 clusters Score -3559837 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3559869.750000 Penalty: 5099.698242
	Iteration 19Q: 3 clusters Score -3559870 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3559900.750000 Penalty: 5099.698242
	Iteration 20F: 3 clusters Score -3559901 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3559921.250000 Penalty: 5099.698242
	Iteration 21Q: 3 clusters Score -3559921 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3559935.000000 Penalty: 5099.698242
	Iteration 22Q: 3 clusters Score -3559935 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3559935.750000 Penalty: 5099.698242
	Iteration 23Q: 3 clusters Score -3559936 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28094 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3559940.250000 Penalty: 5099.698242
	Iteration 24Q: 3 clusters Score -3559940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3559943.250000 Penalty: 5099.698242
	Iteration 25Q: 3 clusters Score -3559943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3559956.250000 Penalty: 5099.698242
	Iteration 26Q: 3 clusters Score -3559956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3559960.750000 Penalty: 5099.698242
	Iteration 27Q: 3 clusters Score -3559961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3559970.500000 Penalty: 5099.698242
	Iteration 28Q: 3 clusters Score -3559970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3559979.750000 Penalty: 5099.698242
	Iteration 29Q: 3 clusters Score -3559980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3559976.500000 Penalty: 5099.698242
	Iteration 30Q: 3 clusters Score -3559976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3559979.500000 Penalty: 5099.698242
	Iteration 31Q: 3 clusters Score -3559980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3559985.500000 Penalty: 5099.698242
	Iteration 32Q: 3 clusters Score -3559986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3559984.000000 Penalty: 5099.698242
	Iteration 33Q: 3 clusters Score -3559984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3559986.000000 Penalty: 5099.698242
	Iteration 34Q: 3 clusters Score -3559986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -3559985.000000 Penalty: 5099.698242
	Iteration 35Q: 3 clusters Score -3559985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3559984.500000 Penalty: 5099.698242
	Iteration 36Q: 3 clusters Score -3559984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3559985.750000 Penalty: 5099.698242
	Iteration 37Q: 3 clusters Score -3559986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3559987.500000 Penalty: 5099.698242
	Iteration 38Q: 3 clusters Score -3559988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3559989.250000 Penalty: 5099.698242
	Iteration 39Q: 3 clusters Score -3559989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3559989.250000 Penalty: 5099.698242
	Iteration 40F: 3 clusters Score -3559989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Entering Unmasked Estep 
Score: -31677.947266 Penalty: 1444.848022
	Iteration 0F: 2 clusters Score -31677.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -30421.464844 Penalty: 2889.696045
	Iteration 0F: 3 clusters Score -30421.46 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -30616.734375 Penalty: 2889.696045
	Iteration 1F: 3 clusters Score -30616.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -30712.714844 Penalty: 2889.696045
	Iteration 2F: 3 clusters Score -30712.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -30839.324219 Penalty: 2889.696045
	Iteration 3F: 3 clusters Score -30839.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -30886.220703 Penalty: 2889.696045
	Iteration 4Q: 3 clusters Score -30886.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -30923.015625 Penalty: 2889.696045
	Iteration 5Q: 3 clusters Score -30923.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -30949.173828 Penalty: 2889.696045
	Iteration 6Q: 3 clusters Score -30949.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -30975.566406 Penalty: 2889.696045
	Iteration 7Q: 3 clusters Score -30975.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -31004.044922 Penalty: 2889.696045
	Iteration 8Q: 3 clusters Score -31004.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -31044.566406 Penalty: 2889.696045
	Iteration 9Q: 3 clusters Score -31044.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -31131.373047 Penalty: 2889.696045
	Iteration 10Q: 3 clusters Score -31131.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -31219.431641 Penalty: 2889.696045
	Iteration 11Q: 3 clusters Score -31219.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -31285.564453 Penalty: 2889.696045
	Iteration 12Q: 3 clusters Score -31285.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -31319.699219 Penalty: 2889.696045
	Iteration 13Q: 3 clusters Score -31319.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -31319.699219 Penalty: 2889.696045
	Iteration 14F: 3 clusters Score -31319.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (12860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Entering Unmasked Estep 
Score: -1548153.625000 Penalty: 2346.545410
	Iteration 0F: 2 clusters Score -1548154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1538693.250000 Penalty: 4693.090820
	Iteration 0F: 3 clusters Score -1538693 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1541622.375000 Penalty: 4693.090820
	Iteration 1F: 3 clusters Score -1541622 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1542008.125000 Penalty: 4693.090820
	Iteration 2F: 3 clusters Score -1542008 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1542317.125000 Penalty: 4693.090820
	Iteration 3F: 3 clusters Score -1542317 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1542578.750000 Penalty: 4693.090820
	Iteration 4Q: 3 clusters Score -1542579 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1542829.250000 Penalty: 4693.090820
	Iteration 5Q: 3 clusters Score -1542829 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1543102.125000 Penalty: 4693.090820
	Iteration 6Q: 3 clusters Score -1543102 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1543404.375000 Penalty: 4693.090820
	Iteration 7Q: 3 clusters Score -1543404 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1543775.750000 Penalty: 4693.090820
	Iteration 8Q: 3 clusters Score -1543776 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1544177.750000 Penalty: 4693.090820
	Iteration 9Q: 3 clusters Score -1544178 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1544578.875000 Penalty: 4693.090820
	Iteration 10Q: 3 clusters Score -1544579 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1544913.250000 Penalty: 4693.090820
	Iteration 11Q: 3 clusters Score -1544913 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1545163.250000 Penalty: 4693.090820
	Iteration 12Q: 3 clusters Score -1545163 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1545382.625000 Penalty: 4693.090820
	Iteration 13Q: 3 clusters Score -1545383 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1545578.125000 Penalty: 4693.090820
	Iteration 14Q: 3 clusters Score -1545578 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1545721.375000 Penalty: 4693.090820
	Iteration 15Q: 3 clusters Score -1545721 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1545822.500000 Penalty: 4693.090820
	Iteration 16Q: 3 clusters Score -1545822 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1545894.125000 Penalty: 4693.090820
	Iteration 17Q: 3 clusters Score -1545894 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1545945.625000 Penalty: 4693.090820
	Iteration 18Q: 3 clusters Score -1545946 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1545996.625000 Penalty: 4693.090820
	Iteration 19Q: 3 clusters Score -1545997 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1546035.375000 Penalty: 4693.090820
	Iteration 20F: 3 clusters Score -1546035 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1546056.750000 Penalty: 4693.090820
	Iteration 21Q: 3 clusters Score -1546057 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1546074.250000 Penalty: 4693.090820
	Iteration 22Q: 3 clusters Score -1546074 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1546083.750000 Penalty: 4693.090820
	Iteration 23Q: 3 clusters Score -1546084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1546093.000000 Penalty: 4693.090820
	Iteration 24Q: 3 clusters Score -1546093 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1546100.125000 Penalty: 4693.090820
	Iteration 25Q: 3 clusters Score -1546100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1546101.875000 Penalty: 4693.090820
	Iteration 26Q: 3 clusters Score -1546102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1546110.875000 Penalty: 4693.090820
	Iteration 27Q: 3 clusters Score -1546111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1546118.500000 Penalty: 4693.090820
	Iteration 28Q: 3 clusters Score -1546118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1546128.000000 Penalty: 4693.090820
	Iteration 29Q: 3 clusters Score -1546128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1546130.625000 Penalty: 4693.090820
	Iteration 30Q: 3 clusters Score -1546131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1546135.625000 Penalty: 4693.090820
	Iteration 31Q: 3 clusters Score -1546136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1546138.875000 Penalty: 4693.090820
	Iteration 32Q: 3 clusters Score -1546139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1546145.000000 Penalty: 4693.090820
	Iteration 33Q: 3 clusters Score -1546145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1546145.625000 Penalty: 4693.090820
	Iteration 34Q: 3 clusters Score -1546146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1546150.625000 Penalty: 4693.090820
	Iteration 35Q: 3 clusters Score -1546151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1546153.500000 Penalty: 4693.090820
	Iteration 36Q: 3 clusters Score -1546154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1546151.875000 Penalty: 4693.090820
	Iteration 37Q: 3 clusters Score -1546152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1546156.125000 Penalty: 4693.090820
	Iteration 38Q: 3 clusters Score -1546156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1546158.750000 Penalty: 4693.090820
	Iteration 39Q: 3 clusters Score -1546159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1546157.375000 Penalty: 4693.090820
	Iteration 40F: 3 clusters Score -1546157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1546161.125000 Penalty: 4693.090820
	Iteration 41Q: 3 clusters Score -1546161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1546160.500000 Penalty: 4693.090820
	Iteration 42Q: 3 clusters Score -1546160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1546163.750000 Penalty: 4693.090820
	Iteration 43Q: 3 clusters Score -1546164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1546163.750000 Penalty: 4693.090820
	Iteration 44F: 3 clusters Score -1546164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Entering Unmasked Estep 
Score: -1295439.375000 Penalty: 2309.866943
	Iteration 0F: 2 clusters Score -1295439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1287166.250000 Penalty: 4619.733887
	Iteration 0F: 3 clusters Score -1287166 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1289785.250000 Penalty: 4619.733887
	Iteration 1F: 3 clusters Score -1289785 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1290315.750000 Penalty: 4619.733887
	Iteration 2F: 3 clusters Score -1290316 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1290831.000000 Penalty: 4619.733887
	Iteration 3F: 3 clusters Score -1290831 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1291344.000000 Penalty: 4619.733887
	Iteration 4F: 3 clusters Score -1291344 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1291798.625000 Penalty: 4619.733887
	Iteration 5F: 3 clusters Score -1291799 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1292175.250000 Penalty: 4619.733887
	Iteration 6F: 3 clusters Score -1292175 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1292481.500000 Penalty: 4619.733887
	Iteration 7Q: 3 clusters Score -1292482 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1292698.000000 Penalty: 4619.733887
	Iteration 8Q: 3 clusters Score -1292698 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1292844.250000 Penalty: 4619.733887
	Iteration 9Q: 3 clusters Score -1292844 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1292934.750000 Penalty: 4619.733887
	Iteration 10Q: 3 clusters Score -1292935 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1292996.750000 Penalty: 4619.733887
	Iteration 11Q: 3 clusters Score -1292997 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1293048.125000 Penalty: 4619.733887
	Iteration 12Q: 3 clusters Score -1293048 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1293090.375000 Penalty: 4619.733887
	Iteration 13Q: 3 clusters Score -1293090 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1293122.750000 Penalty: 4619.733887
	Iteration 14Q: 3 clusters Score -1293123 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1293150.500000 Penalty: 4619.733887
	Iteration 15Q: 3 clusters Score -1293150 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1293167.375000 Penalty: 4619.733887
	Iteration 16Q: 3 clusters Score -1293167 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1293177.750000 Penalty: 4619.733887
	Iteration 17Q: 3 clusters Score -1293178 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1293192.875000 Penalty: 4619.733887
	Iteration 18Q: 3 clusters Score -1293193 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1293206.375000 Penalty: 4619.733887
	Iteration 19Q: 3 clusters Score -1293206 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1293215.875000 Penalty: 4619.733887
	Iteration 20F: 3 clusters Score -1293216 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1293219.875000 Penalty: 4619.733887
	Iteration 21Q: 3 clusters Score -1293220 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1293230.750000 Penalty: 4619.733887
	Iteration 22Q: 3 clusters Score -1293231 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1293239.125000 Penalty: 4619.733887
	Iteration 23Q: 3 clusters Score -1293239 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1293251.875000 Penalty: 4619.733887
	Iteration 24Q: 3 clusters Score -1293252 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1293259.250000 Penalty: 4619.733887
	Iteration 25Q: 3 clusters Score -1293259 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1293269.750000 Penalty: 4619.733887
	Iteration 26Q: 3 clusters Score -1293270 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1293281.875000 Penalty: 4619.733887
	Iteration 27Q: 3 clusters Score -1293282 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1293286.375000 Penalty: 4619.733887
	Iteration 28Q: 3 clusters Score -1293286 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1293290.375000 Penalty: 4619.733887
	Iteration 29Q: 3 clusters Score -1293290 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1293301.875000 Penalty: 4619.733887
	Iteration 30Q: 3 clusters Score -1293302 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1293305.125000 Penalty: 4619.733887
	Iteration 31Q: 3 clusters Score -1293305 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1293311.875000 Penalty: 4619.733887
	Iteration 32Q: 3 clusters Score -1293312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1293315.625000 Penalty: 4619.733887
	Iteration 33Q: 3 clusters Score -1293316 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1293323.000000 Penalty: 4619.733887
	Iteration 34Q: 3 clusters Score -1293323 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1293330.625000 Penalty: 4619.733887
	Iteration 35Q: 3 clusters Score -1293331 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1293340.250000 Penalty: 4619.733887
	Iteration 36Q: 3 clusters Score -1293340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1293342.000000 Penalty: 4619.733887
	Iteration 37Q: 3 clusters Score -1293342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1293343.500000 Penalty: 4619.733887
	Iteration 38Q: 3 clusters Score -1293344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1293347.625000 Penalty: 4619.733887
	Iteration 39Q: 3 clusters Score -1293348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1293345.125000 Penalty: 4619.733887
	Iteration 40F: 3 clusters Score -1293345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1293350.000000 Penalty: 4619.733887
	Iteration 41Q: 3 clusters Score -1293350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1293355.375000 Penalty: 4619.733887
	Iteration 42Q: 3 clusters Score -1293355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1293359.125000 Penalty: 4619.733887
	Iteration 43Q: 3 clusters Score -1293359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1293359.875000 Penalty: 4619.733887
	Iteration 44Q: 3 clusters Score -1293360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1293364.000000 Penalty: 4619.733887
	Iteration 45Q: 3 clusters Score -1293364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1293372.125000 Penalty: 4619.733887
	Iteration 46Q: 3 clusters Score -1293372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1293371.375000 Penalty: 4619.733887
	Iteration 47Q: 3 clusters Score -1293371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1293374.625000 Penalty: 4619.733887
	Iteration 48Q: 3 clusters Score -1293375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1293373.875000 Penalty: 4619.733887
	Iteration 49Q: 3 clusters Score -1293374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1293374.875000 Penalty: 4619.733887
	Iteration 50Q: 3 clusters Score -1293375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1293378.500000 Penalty: 4619.733887
	Iteration 51Q: 3 clusters Score -1293378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1293381.125000 Penalty: 4619.733887
	Iteration 52Q: 3 clusters Score -1293381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1293382.500000 Penalty: 4619.733887
	Iteration 53Q: 3 clusters Score -1293382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1293391.000000 Penalty: 4619.733887
	Iteration 54Q: 3 clusters Score -1293391 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1293397.375000 Penalty: 4619.733887
	Iteration 55Q: 3 clusters Score -1293397 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1293406.375000 Penalty: 4619.733887
	Iteration 56Q: 3 clusters Score -1293406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1293413.250000 Penalty: 4619.733887
	Iteration 57Q: 3 clusters Score -1293413 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1293417.875000 Penalty: 4619.733887
	Iteration 58Q: 3 clusters Score -1293418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1293421.500000 Penalty: 4619.733887
	Iteration 59Q: 3 clusters Score -1293422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1293427.750000 Penalty: 4619.733887
	Iteration 60F: 3 clusters Score -1293428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1293427.500000 Penalty: 4619.733887
	Iteration 61Q: 3 clusters Score -1293428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1293432.500000 Penalty: 4619.733887
	Iteration 62Q: 3 clusters Score -1293432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1293438.750000 Penalty: 4619.733887
	Iteration 63Q: 3 clusters Score -1293439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1293436.250000 Penalty: 4619.733887
	Iteration 64Q: 3 clusters Score -1293436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1293439.625000 Penalty: 4619.733887
	Iteration 65Q: 3 clusters Score -1293440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1293438.750000 Penalty: 4619.733887
	Iteration 66Q: 3 clusters Score -1293439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1293441.375000 Penalty: 4619.733887
	Iteration 67Q: 3 clusters Score -1293441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1293444.625000 Penalty: 4619.733887
	Iteration 68Q: 3 clusters Score -1293445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1293442.875000 Penalty: 4619.733887
	Iteration 69Q: 3 clusters Score -1293443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1293445.125000 Penalty: 4619.733887
	Iteration 70Q: 3 clusters Score -1293445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1293450.250000 Penalty: 4619.733887
	Iteration 71Q: 3 clusters Score -1293450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1293452.250000 Penalty: 4619.733887
	Iteration 72Q: 3 clusters Score -1293452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1293459.625000 Penalty: 4619.733887
	Iteration 73Q: 3 clusters Score -1293460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1293458.625000 Penalty: 4619.733887
	Iteration 74Q: 3 clusters Score -1293459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1293463.750000 Penalty: 4619.733887
	Iteration 75Q: 3 clusters Score -1293464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1293469.250000 Penalty: 4619.733887
	Iteration 76Q: 3 clusters Score -1293469 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1293469.750000 Penalty: 4619.733887
	Iteration 77Q: 3 clusters Score -1293470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1293472.000000 Penalty: 4619.733887
	Iteration 78Q: 3 clusters Score -1293472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1293474.500000 Penalty: 4619.733887
	Iteration 79Q: 3 clusters Score -1293474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1293475.875000 Penalty: 4619.733887
	Iteration 80F: 3 clusters Score -1293476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1293477.500000 Penalty: 4619.733887
	Iteration 81Q: 3 clusters Score -1293478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1293477.500000 Penalty: 4619.733887
	Iteration 82F: 3 clusters Score -1293478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Entering Unmasked Estep 
Score: -653337.812500 Penalty: 2143.231445
	Iteration 0F: 2 clusters Score -653337.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -648407.125000 Penalty: 4286.462891
	Iteration 0F: 3 clusters Score -648407.1 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -649828.375000 Penalty: 4286.462891
	Iteration 1F: 3 clusters Score -649828.4 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -650167.812500 Penalty: 4286.462891
	Iteration 2F: 3 clusters Score -650167.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -650359.437500 Penalty: 4286.462891
	Iteration 3F: 3 clusters Score -650359.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -650507.562500 Penalty: 4286.462891
	Iteration 4Q: 3 clusters Score -650507.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -650616.937500 Penalty: 4286.462891
	Iteration 5Q: 3 clusters Score -650616.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -650694.312500 Penalty: 4286.462891
	Iteration 6Q: 3 clusters Score -650694.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -650747.312500 Penalty: 4286.462891
	Iteration 7Q: 3 clusters Score -650747.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -650790.687500 Penalty: 4286.462891
	Iteration 8Q: 3 clusters Score -650790.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -650832.125000 Penalty: 4286.462891
	Iteration 9Q: 3 clusters Score -650832.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -650869.437500 Penalty: 4286.462891
	Iteration 10Q: 3 clusters Score -650869.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -650897.437500 Penalty: 4286.462891
	Iteration 11Q: 3 clusters Score -650897.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -650924.687500 Penalty: 4286.462891
	Iteration 12Q: 3 clusters Score -650924.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -650947.062500 Penalty: 4286.462891
	Iteration 13Q: 3 clusters Score -650947.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -650966.125000 Penalty: 4286.462891
	Iteration 14Q: 3 clusters Score -650966.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -650994.062500 Penalty: 4286.462891
	Iteration 15Q: 3 clusters Score -650994.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -651025.312500 Penalty: 4286.462891
	Iteration 16Q: 3 clusters Score -651025.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -651069.687500 Penalty: 4286.462891
	Iteration 17Q: 3 clusters Score -651069.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -651102.000000 Penalty: 4286.462891
	Iteration 18Q: 3 clusters Score -651102 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -651132.125000 Penalty: 4286.462891
	Iteration 19Q: 3 clusters Score -651132.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -651165.812500 Penalty: 4286.462891
	Iteration 20F: 3 clusters Score -651165.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -651205.125000 Penalty: 4286.462891
	Iteration 21Q: 3 clusters Score -651205.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -651239.062500 Penalty: 4286.462891
	Iteration 22Q: 3 clusters Score -651239.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -651267.250000 Penalty: 4286.462891
	Iteration 23Q: 3 clusters Score -651267.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -651295.937500 Penalty: 4286.462891
	Iteration 24Q: 3 clusters Score -651295.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -651318.062500 Penalty: 4286.462891
	Iteration 25Q: 3 clusters Score -651318.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -651337.250000 Penalty: 4286.462891
	Iteration 26Q: 3 clusters Score -651337.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -651353.625000 Penalty: 4286.462891
	Iteration 27Q: 3 clusters Score -651353.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -651370.500000 Penalty: 4286.462891
	Iteration 28Q: 3 clusters Score -651370.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -651383.750000 Penalty: 4286.462891
	Iteration 29Q: 3 clusters Score -651383.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -651395.437500 Penalty: 4286.462891
	Iteration 30Q: 3 clusters Score -651395.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -651412.000000 Penalty: 4286.462891
	Iteration 31Q: 3 clusters Score -651412 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -651429.875000 Penalty: 4286.462891
	Iteration 32Q: 3 clusters Score -651429.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -651449.375000 Penalty: 4286.462891
	Iteration 33Q: 3 clusters Score -651449.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -651467.062500 Penalty: 4286.462891
	Iteration 34Q: 3 clusters Score -651467.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -651484.875000 Penalty: 4286.462891
	Iteration 35Q: 3 clusters Score -651484.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -651501.937500 Penalty: 4286.462891
	Iteration 36Q: 3 clusters Score -651501.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -651510.937500 Penalty: 4286.462891
	Iteration 37Q: 3 clusters Score -651510.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -651520.812500 Penalty: 4286.462891
	Iteration 38Q: 3 clusters Score -651520.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -651531.187500 Penalty: 4286.462891
	Iteration 39Q: 3 clusters Score -651531.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -651536.937500 Penalty: 4286.462891
	Iteration 40F: 3 clusters Score -651536.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -651547.125000 Penalty: 4286.462891
	Iteration 41Q: 3 clusters Score -651547.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -651552.250000 Penalty: 4286.462891
	Iteration 42Q: 3 clusters Score -651552.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -651557.375000 Penalty: 4286.462891
	Iteration 43Q: 3 clusters Score -651557.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -651560.875000 Penalty: 4286.462891
	Iteration 44Q: 3 clusters Score -651560.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -651564.375000 Penalty: 4286.462891
	Iteration 45Q: 3 clusters Score -651564.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -651566.812500 Penalty: 4286.462891
	Iteration 46Q: 3 clusters Score -651566.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -651567.562500 Penalty: 4286.462891
	Iteration 47Q: 3 clusters Score -651567.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -651567.250000 Penalty: 4286.462891
	Iteration 48Q: 3 clusters Score -651567.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -651569.187500 Penalty: 4286.462891
	Iteration 49Q: 3 clusters Score -651569.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -651568.000000 Penalty: 4286.462891
	Iteration 50Q: 3 clusters Score -651568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -651568.937500 Penalty: 4286.462891
	Iteration 51Q: 3 clusters Score -651568.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -651572.437500 Penalty: 4286.462891
	Iteration 52Q: 3 clusters Score -651572.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -651572.937500 Penalty: 4286.462891
	Iteration 53Q: 3 clusters Score -651572.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -651573.125000 Penalty: 4286.462891
	Iteration 54Q: 3 clusters Score -651573.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -651574.687500 Penalty: 4286.462891
	Iteration 55Q: 3 clusters Score -651574.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -651575.062500 Penalty: 4286.462891
	Iteration 56Q: 3 clusters Score -651575.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -651576.687500 Penalty: 4286.462891
	Iteration 57Q: 3 clusters Score -651576.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -651579.187500 Penalty: 4286.462891
	Iteration 58Q: 3 clusters Score -651579.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -651580.000000 Penalty: 4286.462891
	Iteration 59Q: 3 clusters Score -651580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -651580.000000 Penalty: 4286.462891
	Iteration 60F: 3 clusters Score -651580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (12236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Entering Unmasked Estep 
Score: -1481756.375000 Penalty: 2334.210205
	Iteration 0F: 2 clusters Score -1481756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1472588.250000 Penalty: 4668.420410
	Iteration 0F: 3 clusters Score -1472588 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1475496.250000 Penalty: 4668.420410
	Iteration 1F: 3 clusters Score -1475496 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1475912.750000 Penalty: 4668.420410
	Iteration 2F: 3 clusters Score -1475913 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1476292.500000 Penalty: 4668.420410
	Iteration 3F: 3 clusters Score -1476292 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1476637.250000 Penalty: 4668.420410
	Iteration 4Q: 3 clusters Score -1476637 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1476966.125000 Penalty: 4668.420410
	Iteration 5Q: 3 clusters Score -1476966 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1477262.500000 Penalty: 4668.420410
	Iteration 6Q: 3 clusters Score -1477262 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1477597.375000 Penalty: 4668.420410
	Iteration 7Q: 3 clusters Score -1477597 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1477942.250000 Penalty: 4668.420410
	Iteration 8F: 3 clusters Score -1477942 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1478231.125000 Penalty: 4668.420410
	Iteration 9Q: 3 clusters Score -1478231 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1478474.750000 Penalty: 4668.420410
	Iteration 10Q: 3 clusters Score -1478475 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1478658.625000 Penalty: 4668.420410
	Iteration 11Q: 3 clusters Score -1478659 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1478797.625000 Penalty: 4668.420410
	Iteration 12Q: 3 clusters Score -1478798 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1478892.250000 Penalty: 4668.420410
	Iteration 13Q: 3 clusters Score -1478892 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1478953.375000 Penalty: 4668.420410
	Iteration 14Q: 3 clusters Score -1478953 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1479007.875000 Penalty: 4668.420410
	Iteration 15Q: 3 clusters Score -1479008 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1479052.875000 Penalty: 4668.420410
	Iteration 16Q: 3 clusters Score -1479053 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1479089.000000 Penalty: 4668.420410
	Iteration 17Q: 3 clusters Score -1479089 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1479117.625000 Penalty: 4668.420410
	Iteration 18Q: 3 clusters Score -1479118 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1479142.125000 Penalty: 4668.420410
	Iteration 19Q: 3 clusters Score -1479142 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1479164.000000 Penalty: 4668.420410
	Iteration 20F: 3 clusters Score -1479164 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1479185.500000 Penalty: 4668.420410
	Iteration 21Q: 3 clusters Score -1479186 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1479202.625000 Penalty: 4668.420410
	Iteration 22Q: 3 clusters Score -1479203 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1479228.000000 Penalty: 4668.420410
	Iteration 23Q: 3 clusters Score -1479228 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1479240.500000 Penalty: 4668.420410
	Iteration 24Q: 3 clusters Score -1479240 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1479253.750000 Penalty: 4668.420410
	Iteration 25Q: 3 clusters Score -1479254 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1479273.375000 Penalty: 4668.420410
	Iteration 26Q: 3 clusters Score -1479273 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1479284.750000 Penalty: 4668.420410
	Iteration 27Q: 3 clusters Score -1479285 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1479292.375000 Penalty: 4668.420410
	Iteration 28Q: 3 clusters Score -1479292 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1479303.250000 Penalty: 4668.420410
	Iteration 29Q: 3 clusters Score -1479303 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1479309.000000 Penalty: 4668.420410
	Iteration 30Q: 3 clusters Score -1479309 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1479319.375000 Penalty: 4668.420410
	Iteration 31Q: 3 clusters Score -1479319 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1479328.250000 Penalty: 4668.420410
	Iteration 32Q: 3 clusters Score -1479328 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1479334.250000 Penalty: 4668.420410
	Iteration 33Q: 3 clusters Score -1479334 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1479338.125000 Penalty: 4668.420410
	Iteration 34Q: 3 clusters Score -1479338 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1479354.125000 Penalty: 4668.420410
	Iteration 35Q: 3 clusters Score -1479354 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1479363.500000 Penalty: 4668.420410
	Iteration 36Q: 3 clusters Score -1479364 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1479376.875000 Penalty: 4668.420410
	Iteration 37Q: 3 clusters Score -1479377 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1479385.500000 Penalty: 4668.420410
	Iteration 38Q: 3 clusters Score -1479386 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1479400.125000 Penalty: 4668.420410
	Iteration 39Q: 3 clusters Score -1479400 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1479414.375000 Penalty: 4668.420410
	Iteration 40F: 3 clusters Score -1479414 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1479440.500000 Penalty: 4668.420410
	Iteration 41Q: 3 clusters Score -1479440 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1479473.000000 Penalty: 4668.420410
	Iteration 42Q: 3 clusters Score -1479473 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1479527.375000 Penalty: 4668.420410
	Iteration 43Q: 3 clusters Score -1479527 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1479590.125000 Penalty: 4668.420410
	Iteration 44Q: 3 clusters Score -1479590 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1479650.250000 Penalty: 4668.420410
	Iteration 45Q: 3 clusters Score -1479650 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1479694.625000 Penalty: 4668.420410
	Iteration 46Q: 3 clusters Score -1479695 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1479736.500000 Penalty: 4668.420410
	Iteration 47Q: 3 clusters Score -1479736 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1479766.500000 Penalty: 4668.420410
	Iteration 48Q: 3 clusters Score -1479766 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1479792.000000 Penalty: 4668.420410
	Iteration 49Q: 3 clusters Score -1479792 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1479810.750000 Penalty: 4668.420410
	Iteration 50Q: 3 clusters Score -1479811 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1479821.375000 Penalty: 4668.420410
	Iteration 51Q: 3 clusters Score -1479821 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1479830.875000 Penalty: 4668.420410
	Iteration 52Q: 3 clusters Score -1479831 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1479842.500000 Penalty: 4668.420410
	Iteration 53Q: 3 clusters Score -1479842 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1479854.000000 Penalty: 4668.420410
	Iteration 54Q: 3 clusters Score -1479854 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1479855.750000 Penalty: 4668.420410
	Iteration 55Q: 3 clusters Score -1479856 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1479864.875000 Penalty: 4668.420410
	Iteration 56Q: 3 clusters Score -1479865 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1479875.875000 Penalty: 4668.420410
	Iteration 57Q: 3 clusters Score -1479876 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1479885.000000 Penalty: 4668.420410
	Iteration 58Q: 3 clusters Score -1479885 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1479893.500000 Penalty: 4668.420410
	Iteration 59Q: 3 clusters Score -1479894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1479895.875000 Penalty: 4668.420410
	Iteration 60F: 3 clusters Score -1479896 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1479905.000000 Penalty: 4668.420410
	Iteration 61Q: 3 clusters Score -1479905 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1479914.625000 Penalty: 4668.420410
	Iteration 62Q: 3 clusters Score -1479915 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1479926.750000 Penalty: 4668.420410
	Iteration 63Q: 3 clusters Score -1479927 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1479935.750000 Penalty: 4668.420410
	Iteration 64Q: 3 clusters Score -1479936 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1479948.250000 Penalty: 4668.420410
	Iteration 65Q: 3 clusters Score -1479948 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1479960.250000 Penalty: 4668.420410
	Iteration 66Q: 3 clusters Score -1479960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1479966.625000 Penalty: 4668.420410
	Iteration 67Q: 3 clusters Score -1479967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1479966.625000 Penalty: 4668.420410
	Iteration 68Q: 3 clusters Score -1479967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1479966.625000 Penalty: 4668.420410
	Iteration 69Q: 3 clusters Score -1479967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1479967.500000 Penalty: 4668.420410
	Iteration 70Q: 3 clusters Score -1479968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1479970.250000 Penalty: 4668.420410
	Iteration 71Q: 3 clusters Score -1479970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1479969.250000 Penalty: 4668.420410
	Iteration 72Q: 3 clusters Score -1479969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1479972.375000 Penalty: 4668.420410
	Iteration 73Q: 3 clusters Score -1479972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1479976.375000 Penalty: 4668.420410
	Iteration 74Q: 3 clusters Score -1479976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1479975.500000 Penalty: 4668.420410
	Iteration 75Q: 3 clusters Score -1479976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1479973.875000 Penalty: 4668.420410
	Iteration 76Q: 3 clusters Score -1479974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1479974.125000 Penalty: 4668.420410
	Iteration 77Q: 3 clusters Score -1479974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1479974.875000 Penalty: 4668.420410
	Iteration 78Q: 3 clusters Score -1479975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1479976.875000 Penalty: 4668.420410
	Iteration 79Q: 3 clusters Score -1479977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1479979.000000 Penalty: 4668.420410
	Iteration 80F: 3 clusters Score -1479979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Entering Unmasked Estep 
Score: -344493.843750 Penalty: 2006.419800
	Iteration 0F: 2 clusters Score -344493.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -341165.093750 Penalty: 4012.839600
	Iteration 0F: 3 clusters Score -341165.1 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -342006.343750 Penalty: 4012.839600
	Iteration 1F: 3 clusters Score -342006.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -342363.437500 Penalty: 4012.839600
	Iteration 2F: 3 clusters Score -342363.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -342571.406250 Penalty: 4012.839600
	Iteration 3F: 3 clusters Score -342571.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -342700.031250 Penalty: 4012.839600
	Iteration 4Q: 3 clusters Score -342700 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -342814.718750 Penalty: 4012.839600
	Iteration 5Q: 3 clusters Score -342814.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -342915.968750 Penalty: 4012.839600
	Iteration 6Q: 3 clusters Score -342916 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -343008.875000 Penalty: 4012.839600
	Iteration 7Q: 3 clusters Score -343008.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -343111.718750 Penalty: 4012.839600
	Iteration 8Q: 3 clusters Score -343111.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -343202.937500 Penalty: 4012.839600
	Iteration 9Q: 3 clusters Score -343202.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -343272.968750 Penalty: 4012.839600
	Iteration 10Q: 3 clusters Score -343273 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -343333.062500 Penalty: 4012.839600
	Iteration 11Q: 3 clusters Score -343333.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -343371.312500 Penalty: 4012.839600
	Iteration 12Q: 3 clusters Score -343371.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -343392.437500 Penalty: 4012.839600
	Iteration 13Q: 3 clusters Score -343392.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -343407.843750 Penalty: 4012.839600
	Iteration 14Q: 3 clusters Score -343407.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -343426.437500 Penalty: 4012.839600
	Iteration 15Q: 3 clusters Score -343426.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -343438.187500 Penalty: 4012.839600
	Iteration 16Q: 3 clusters Score -343438.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -343457.781250 Penalty: 4012.839600
	Iteration 17Q: 3 clusters Score -343457.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -343479.593750 Penalty: 4012.839600
	Iteration 18Q: 3 clusters Score -343479.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -343498.781250 Penalty: 4012.839600
	Iteration 19Q: 3 clusters Score -343498.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -343526.406250 Penalty: 4012.839600
	Iteration 20F: 3 clusters Score -343526.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -343563.531250 Penalty: 4012.839600
	Iteration 21Q: 3 clusters Score -343563.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -343587.437500 Penalty: 4012.839600
	Iteration 22Q: 3 clusters Score -343587.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -343610.875000 Penalty: 4012.839600
	Iteration 23Q: 3 clusters Score -343610.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -343648.625000 Penalty: 4012.839600
	Iteration 24Q: 3 clusters Score -343648.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -343677.906250 Penalty: 4012.839600
	Iteration 25Q: 3 clusters Score -343677.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -343696.406250 Penalty: 4012.839600
	Iteration 26Q: 3 clusters Score -343696.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -343718.843750 Penalty: 4012.839600
	Iteration 27Q: 3 clusters Score -343718.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -343734.906250 Penalty: 4012.839600
	Iteration 28Q: 3 clusters Score -343734.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -343745.968750 Penalty: 4012.839600
	Iteration 29Q: 3 clusters Score -343746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -343750.500000 Penalty: 4012.839600
	Iteration 30Q: 3 clusters Score -343750.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -343751.531250 Penalty: 4012.839600
	Iteration 31Q: 3 clusters Score -343751.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -343753.718750 Penalty: 4012.839600
	Iteration 32Q: 3 clusters Score -343753.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -343755.250000 Penalty: 4012.839600
	Iteration 33Q: 3 clusters Score -343755.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -343756.437500 Penalty: 4012.839600
	Iteration 34Q: 3 clusters Score -343756.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -343756.437500 Penalty: 4012.839600
	Iteration 35F: 3 clusters Score -343756.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Entering Unmasked Estep 
Score: -745049.250000 Penalty: 2179.343994
	Iteration 0F: 2 clusters Score -745049.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -739597.000000 Penalty: 4358.687988
	Iteration 0F: 3 clusters Score -739597 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -741363.312500 Penalty: 4358.687988
	Iteration 1F: 3 clusters Score -741363.3 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -742031.687500 Penalty: 4358.687988
	Iteration 2F: 3 clusters Score -742031.7 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -742662.187500 Penalty: 4358.687988
	Iteration 3F: 3 clusters Score -742662.2 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -743226.562500 Penalty: 4358.687988
	Iteration 4F: 3 clusters Score -743226.6 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -743668.187500 Penalty: 4358.687988
	Iteration 5F: 3 clusters Score -743668.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -743925.250000 Penalty: 4358.687988
	Iteration 6F: 3 clusters Score -743925.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -744057.250000 Penalty: 4358.687988
	Iteration 7Q: 3 clusters Score -744057.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -744141.125000 Penalty: 4358.687988
	Iteration 8Q: 3 clusters Score -744141.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -744189.687500 Penalty: 4358.687988
	Iteration 9Q: 3 clusters Score -744189.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -744226.125000 Penalty: 4358.687988
	Iteration 10Q: 3 clusters Score -744226.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -744260.437500 Penalty: 4358.687988
	Iteration 11Q: 3 clusters Score -744260.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -744295.562500 Penalty: 4358.687988
	Iteration 12Q: 3 clusters Score -744295.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -744316.187500 Penalty: 4358.687988
	Iteration 13Q: 3 clusters Score -744316.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -744338.750000 Penalty: 4358.687988
	Iteration 14Q: 3 clusters Score -744338.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -744353.625000 Penalty: 4358.687988
	Iteration 15Q: 3 clusters Score -744353.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -744366.000000 Penalty: 4358.687988
	Iteration 16Q: 3 clusters Score -744366 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -744376.687500 Penalty: 4358.687988
	Iteration 17Q: 3 clusters Score -744376.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -744383.125000 Penalty: 4358.687988
	Iteration 18Q: 3 clusters Score -744383.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -744399.125000 Penalty: 4358.687988
	Iteration 19Q: 3 clusters Score -744399.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -744415.250000 Penalty: 4358.687988
	Iteration 20F: 3 clusters Score -744415.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -744447.125000 Penalty: 4358.687988
	Iteration 21Q: 3 clusters Score -744447.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -744482.687500 Penalty: 4358.687988
	Iteration 22Q: 3 clusters Score -744482.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -744529.000000 Penalty: 4358.687988
	Iteration 23Q: 3 clusters Score -744529 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -744580.125000 Penalty: 4358.687988
	Iteration 24Q: 3 clusters Score -744580.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -744605.250000 Penalty: 4358.687988
	Iteration 25Q: 3 clusters Score -744605.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -744624.062500 Penalty: 4358.687988
	Iteration 26Q: 3 clusters Score -744624.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -744635.062500 Penalty: 4358.687988
	Iteration 27Q: 3 clusters Score -744635.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -744642.312500 Penalty: 4358.687988
	Iteration 28Q: 3 clusters Score -744642.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -744646.500000 Penalty: 4358.687988
	Iteration 29Q: 3 clusters Score -744646.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -744647.687500 Penalty: 4358.687988
	Iteration 30Q: 3 clusters Score -744647.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -744651.687500 Penalty: 4358.687988
	Iteration 31Q: 3 clusters Score -744651.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -744655.875000 Penalty: 4358.687988
	Iteration 32Q: 3 clusters Score -744655.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -744657.062500 Penalty: 4358.687988
	Iteration 33Q: 3 clusters Score -744657.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -744659.937500 Penalty: 4358.687988
	Iteration 34Q: 3 clusters Score -744659.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -744661.125000 Penalty: 4358.687988
	Iteration 35Q: 3 clusters Score -744661.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -744661.250000 Penalty: 4358.687988
	Iteration 36Q: 3 clusters Score -744661.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -744662.750000 Penalty: 4358.687988
	Iteration 37Q: 3 clusters Score -744662.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -744662.750000 Penalty: 4358.687988
	Iteration 38F: 3 clusters Score -744662.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -1262266.250000 Penalty: 2306.354248
	Iteration 0F: 2 clusters Score -1262266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1253986.625000 Penalty: 4612.708496
	Iteration 0F: 3 clusters Score -1253987 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1256589.750000 Penalty: 4612.708496
	Iteration 1F: 3 clusters Score -1256590 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1256953.000000 Penalty: 4612.708496
	Iteration 2F: 3 clusters Score -1256953 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1257240.125000 Penalty: 4612.708496
	Iteration 3F: 3 clusters Score -1257240 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1257530.750000 Penalty: 4612.708496
	Iteration 4Q: 3 clusters Score -1257531 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1257861.875000 Penalty: 4612.708496
	Iteration 5F: 3 clusters Score -1257862 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1258220.875000 Penalty: 4612.708496
	Iteration 6F: 3 clusters Score -1258221 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1258597.750000 Penalty: 4612.708496
	Iteration 7F: 3 clusters Score -1258598 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1259009.750000 Penalty: 4612.708496
	Iteration 8F: 3 clusters Score -1259010 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1259464.125000 Penalty: 4612.708496
	Iteration 9F: 3 clusters Score -1259464 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1259803.875000 Penalty: 4612.708496
	Iteration 10Q: 3 clusters Score -1259804 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1260089.250000 Penalty: 4612.708496
	Iteration 11Q: 3 clusters Score -1260089 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1260320.125000 Penalty: 4612.708496
	Iteration 12Q: 3 clusters Score -1260320 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1260494.625000 Penalty: 4612.708496
	Iteration 13Q: 3 clusters Score -1260495 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1260609.000000 Penalty: 4612.708496
	Iteration 14Q: 3 clusters Score -1260609 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1260690.750000 Penalty: 4612.708496
	Iteration 15Q: 3 clusters Score -1260691 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1260754.250000 Penalty: 4612.708496
	Iteration 16Q: 3 clusters Score -1260754 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1260795.125000 Penalty: 4612.708496
	Iteration 17Q: 3 clusters Score -1260795 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1260825.125000 Penalty: 4612.708496
	Iteration 18Q: 3 clusters Score -1260825 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1260851.625000 Penalty: 4612.708496
	Iteration 19Q: 3 clusters Score -1260852 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1260875.625000 Penalty: 4612.708496
	Iteration 20F: 3 clusters Score -1260876 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1260888.625000 Penalty: 4612.708496
	Iteration 21Q: 3 clusters Score -1260889 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1260898.125000 Penalty: 4612.708496
	Iteration 22Q: 3 clusters Score -1260898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1260907.125000 Penalty: 4612.708496
	Iteration 23Q: 3 clusters Score -1260907 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1260911.625000 Penalty: 4612.708496
	Iteration 24Q: 3 clusters Score -1260912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1260921.500000 Penalty: 4612.708496
	Iteration 25Q: 3 clusters Score -1260922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1260928.500000 Penalty: 4612.708496
	Iteration 26Q: 3 clusters Score -1260928 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1260941.125000 Penalty: 4612.708496
	Iteration 27Q: 3 clusters Score -1260941 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1260947.750000 Penalty: 4612.708496
	Iteration 28Q: 3 clusters Score -1260948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1260954.250000 Penalty: 4612.708496
	Iteration 29Q: 3 clusters Score -1260954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1260958.000000 Penalty: 4612.708496
	Iteration 30Q: 3 clusters Score -1260958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1260960.125000 Penalty: 4612.708496
	Iteration 31Q: 3 clusters Score -1260960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1260961.000000 Penalty: 4612.708496
	Iteration 32Q: 3 clusters Score -1260961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1260962.250000 Penalty: 4612.708496
	Iteration 33Q: 3 clusters Score -1260962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1260966.125000 Penalty: 4612.708496
	Iteration 34Q: 3 clusters Score -1260966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1260968.750000 Penalty: 4612.708496
	Iteration 35Q: 3 clusters Score -1260969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1260972.250000 Penalty: 4612.708496
	Iteration 36Q: 3 clusters Score -1260972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1260970.500000 Penalty: 4612.708496
	Iteration 37Q: 3 clusters Score -1260970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1260972.750000 Penalty: 4612.708496
	Iteration 38Q: 3 clusters Score -1260973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1260972.500000 Penalty: 4612.708496
	Iteration 39Q: 3 clusters Score -1260972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1260971.000000 Penalty: 4612.708496
	Iteration 40F: 3 clusters Score -1260971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1260969.125000 Penalty: 4612.708496
	Iteration 41Q: 3 clusters Score -1260969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1260969.125000 Penalty: 4612.708496
	Iteration 42F: 3 clusters Score -1260969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (54468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54468 members 
Entering Unmasked Estep 
Score: -6660362.500000 Penalty: 2704.531494
	Iteration 0F: 2 clusters Score -6660362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27289 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -6623612.000000 Penalty: 5409.062988
	Iteration 0F: 3 clusters Score -6623612 nChanged 25358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -6637779.000000 Penalty: 5409.062988
	Iteration 1F: 3 clusters Score -6637779 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27930 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -6638370.500000 Penalty: 5409.062988
	Iteration 2Q: 3 clusters Score -6638370 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -6638901.500000 Penalty: 5409.062988
	Iteration 3Q: 3 clusters Score -6638902 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -6639506.000000 Penalty: 5409.062988
	Iteration 4Q: 3 clusters Score -6639506 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -6640294.500000 Penalty: 5409.062988
	Iteration 5Q: 3 clusters Score -6640294 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -6641277.000000 Penalty: 5409.062988
	Iteration 6Q: 3 clusters Score -6641277 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32719 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -6642608.000000 Penalty: 5409.062988
	Iteration 7Q: 3 clusters Score -6642608 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34830 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -6644304.000000 Penalty: 5409.062988
	Iteration 8F: 3 clusters Score -6644304 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37245 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -6646345.500000 Penalty: 5409.062988
	Iteration 9F: 3 clusters Score -6646346 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39702 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -6648688.500000 Penalty: 5409.062988
	Iteration 10F: 3 clusters Score -6648688 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41757 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -6650727.000000 Penalty: 5409.062988
	Iteration 11F: 3 clusters Score -6650727 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43322 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -6652446.500000 Penalty: 5409.062988
	Iteration 12Q: 3 clusters Score -6652446 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44473 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -6653790.500000 Penalty: 5409.062988
	Iteration 13Q: 3 clusters Score -6653790 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45298 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -6654604.500000 Penalty: 5409.062988
	Iteration 14Q: 3 clusters Score -6654604 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45988 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -6655161.500000 Penalty: 5409.062988
	Iteration 15Q: 3 clusters Score -6655162 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46546 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -6655614.000000 Penalty: 5409.062988
	Iteration 16Q: 3 clusters Score -6655614 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47022 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -6655982.000000 Penalty: 5409.062988
	Iteration 17Q: 3 clusters Score -6655982 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47423 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -6656264.000000 Penalty: 5409.062988
	Iteration 18Q: 3 clusters Score -6656264 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47749 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -6656459.500000 Penalty: 5409.062988
	Iteration 19Q: 3 clusters Score -6656460 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48000 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -6656603.500000 Penalty: 5409.062988
	Iteration 20F: 3 clusters Score -6656604 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48211 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -6656694.500000 Penalty: 5409.062988
	Iteration 21Q: 3 clusters Score -6656694 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48423 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -6656796.000000 Penalty: 5409.062988
	Iteration 22Q: 3 clusters Score -6656796 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48613 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -6656849.500000 Penalty: 5409.062988
	Iteration 23Q: 3 clusters Score -6656850 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48777 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -6656890.500000 Penalty: 5409.062988
	Iteration 24Q: 3 clusters Score -6656890 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48930 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -6656931.500000 Penalty: 5409.062988
	Iteration 25Q: 3 clusters Score -6656932 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49098 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -6656964.500000 Penalty: 5409.062988
	Iteration 26Q: 3 clusters Score -6656964 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49256 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -6656991.500000 Penalty: 5409.062988
	Iteration 27Q: 3 clusters Score -6656992 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49381 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -6657008.500000 Penalty: 5409.062988
	Iteration 28Q: 3 clusters Score -6657008 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49489 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -6657032.000000 Penalty: 5409.062988
	Iteration 29Q: 3 clusters Score -6657032 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49585 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -6657040.500000 Penalty: 5409.062988
	Iteration 30Q: 3 clusters Score -6657040 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49666 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -6657052.000000 Penalty: 5409.062988
	Iteration 31Q: 3 clusters Score -6657052 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49724 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -6657068.000000 Penalty: 5409.062988
	Iteration 32Q: 3 clusters Score -6657068 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49787 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -6657082.000000 Penalty: 5409.062988
	Iteration 33Q: 3 clusters Score -6657082 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49833 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -6657085.000000 Penalty: 5409.062988
	Iteration 34Q: 3 clusters Score -6657085 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49879 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -6657085.000000 Penalty: 5409.062988
	Iteration 35Q: 3 clusters Score -6657085 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49927 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -6657097.000000 Penalty: 5409.062988
	Iteration 36Q: 3 clusters Score -6657097 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49979 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -6657105.000000 Penalty: 5409.062988
	Iteration 37Q: 3 clusters Score -6657105 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50035 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -6657128.500000 Penalty: 5409.062988
	Iteration 38Q: 3 clusters Score -6657128 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50085 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -6657134.500000 Penalty: 5409.062988
	Iteration 39Q: 3 clusters Score -6657134 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50123 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -6657137.500000 Penalty: 5409.062988
	Iteration 40F: 3 clusters Score -6657138 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50166 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -6657147.000000 Penalty: 5409.062988
	Iteration 41Q: 3 clusters Score -6657147 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50215 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -6657144.500000 Penalty: 5409.062988
	Iteration 42Q: 3 clusters Score -6657144 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50274 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -6657165.500000 Penalty: 5409.062988
	Iteration 43Q: 3 clusters Score -6657166 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50331 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -6657177.000000 Penalty: 5409.062988
	Iteration 44Q: 3 clusters Score -6657177 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50380 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -6657185.500000 Penalty: 5409.062988
	Iteration 45Q: 3 clusters Score -6657186 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50438 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -6657195.500000 Penalty: 5409.062988
	Iteration 46Q: 3 clusters Score -6657196 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50489 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -6657202.000000 Penalty: 5409.062988
	Iteration 47Q: 3 clusters Score -6657202 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50549 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -6657211.500000 Penalty: 5409.062988
	Iteration 48Q: 3 clusters Score -6657212 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50601 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -6657209.000000 Penalty: 5409.062988
	Iteration 49Q: 3 clusters Score -6657209 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50663 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -6657225.500000 Penalty: 5409.062988
	Iteration 50Q: 3 clusters Score -6657226 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50728 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -6657225.000000 Penalty: 5409.062988
	Iteration 51Q: 3 clusters Score -6657225 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50798 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -6657249.500000 Penalty: 5409.062988
	Iteration 52Q: 3 clusters Score -6657250 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50869 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -6657266.000000 Penalty: 5409.062988
	Iteration 53Q: 3 clusters Score -6657266 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50933 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -6657254.000000 Penalty: 5409.062988
	Iteration 54Q: 3 clusters Score -6657254 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50998 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -6657260.500000 Penalty: 5409.062988
	Iteration 55Q: 3 clusters Score -6657260 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51057 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -6657264.000000 Penalty: 5409.062988
	Iteration 56Q: 3 clusters Score -6657264 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51122 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -6657275.500000 Penalty: 5409.062988
	Iteration 57Q: 3 clusters Score -6657276 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51181 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -6657298.000000 Penalty: 5409.062988
	Iteration 58Q: 3 clusters Score -6657298 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51229 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -6657300.500000 Penalty: 5409.062988
	Iteration 59Q: 3 clusters Score -6657300 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51284 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -6657313.000000 Penalty: 5409.062988
	Iteration 60F: 3 clusters Score -6657313 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51330 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -6657323.500000 Penalty: 5409.062988
	Iteration 61Q: 3 clusters Score -6657324 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51386 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -6657330.000000 Penalty: 5409.062988
	Iteration 62Q: 3 clusters Score -6657330 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51447 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -6657359.500000 Penalty: 5409.062988
	Iteration 63Q: 3 clusters Score -6657360 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51523 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -6657368.500000 Penalty: 5409.062988
	Iteration 64Q: 3 clusters Score -6657368 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51589 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -6657391.000000 Penalty: 5409.062988
	Iteration 65Q: 3 clusters Score -6657391 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51666 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -6657404.500000 Penalty: 5409.062988
	Iteration 66Q: 3 clusters Score -6657404 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51742 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -6657422.500000 Penalty: 5409.062988
	Iteration 67Q: 3 clusters Score -6657422 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51817 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6657430 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51892 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6657460 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51965 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -6657491.000000 Penalty: 5409.062988
	Iteration 70Q: 3 clusters Score -6657491 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52032 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -6657505.000000 Penalty: 5409.062988
	Iteration 71Q: 3 clusters Score -6657505 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52095 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -6657532.500000 Penalty: 5409.062988
	Iteration 72Q: 3 clusters Score -6657532 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52155 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -6657542.500000 Penalty: 5409.062988
	Iteration 73Q: 3 clusters Score -6657542 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52204 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -6657550.000000 Penalty: 5409.062988
	Iteration 74Q: 3 clusters Score -6657550 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52256 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -6657577.000000 Penalty: 5409.062988
	Iteration 75Q: 3 clusters Score -6657577 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52311 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -6657586.500000 Penalty: 5409.062988
	Iteration 76Q: 3 clusters Score -6657586 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52357 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -6657591.000000 Penalty: 5409.062988
	Iteration 77Q: 3 clusters Score -6657591 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52409 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -6657613.500000 Penalty: 5409.062988
	Iteration 78Q: 3 clusters Score -6657614 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52458 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -6657617.000000 Penalty: 5409.062988
	Iteration 79Q: 3 clusters Score -6657617 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52512 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -6657630.000000 Penalty: 5409.062988
	Iteration 80F: 3 clusters Score -6657630 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52566 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -6657662.000000 Penalty: 5409.062988
	Iteration 81Q: 3 clusters Score -6657662 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52627 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -6657691.000000 Penalty: 5409.062988
	Iteration 82Q: 3 clusters Score -6657691 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52680 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -6657708.000000 Penalty: 5409.062988
	Iteration 83Q: 3 clusters Score -6657708 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52726 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -6657727.000000 Penalty: 5409.062988
	Iteration 84Q: 3 clusters Score -6657727 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52765 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -6657723.000000 Penalty: 5409.062988
	Iteration 85Q: 3 clusters Score -6657723 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52809 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -6657743.500000 Penalty: 5409.062988
	Iteration 86Q: 3 clusters Score -6657744 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52847 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -6657756.500000 Penalty: 5409.062988
	Iteration 87Q: 3 clusters Score -6657756 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52889 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -6657773.500000 Penalty: 5409.062988
	Iteration 88Q: 3 clusters Score -6657774 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52933 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -6657783.500000 Penalty: 5409.062988
	Iteration 89Q: 3 clusters Score -6657784 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52981 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -6657805.000000 Penalty: 5409.062988
	Iteration 90Q: 3 clusters Score -6657805 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53014 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -6657817.500000 Penalty: 5409.062988
	Iteration 91Q: 3 clusters Score -6657818 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53043 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -6657825.500000 Penalty: 5409.062988
	Iteration 92Q: 3 clusters Score -6657826 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53071 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -6657831.500000 Penalty: 5409.062988
	Iteration 93Q: 3 clusters Score -6657832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53093 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -6657841.500000 Penalty: 5409.062988
	Iteration 94Q: 3 clusters Score -6657842 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53117 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -6657845.500000 Penalty: 5409.062988
	Iteration 95Q: 3 clusters Score -6657846 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53146 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -6657873.000000 Penalty: 5409.062988
	Iteration 96Q: 3 clusters Score -6657873 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53169 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -6657879.500000 Penalty: 5409.062988
	Iteration 97Q: 3 clusters Score -6657880 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53197 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -6657882.000000 Penalty: 5409.062988
	Iteration 98Q: 3 clusters Score -6657882 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53218 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -6657897.000000 Penalty: 5409.062988
	Iteration 99Q: 3 clusters Score -6657897 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53247 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -6657905.000000 Penalty: 5409.062988
	Iteration 100F: 3 clusters Score -6657905 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53269 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -6657912.500000 Penalty: 5409.062988
	Iteration 101Q: 3 clusters Score -6657912 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53289 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -6657929.500000 Penalty: 5409.062988
	Iteration 102Q: 3 clusters Score -6657930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53311 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -6657942.500000 Penalty: 5409.062988
	Iteration 103Q: 3 clusters Score -6657942 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53328 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -6657941.000000 Penalty: 5409.062988
	Iteration 104Q: 3 clusters Score -6657941 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53339 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -6657942.500000 Penalty: 5409.062988
	Iteration 105Q: 3 clusters Score -6657942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53351 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -6657944.500000 Penalty: 5409.062988
	Iteration 106Q: 3 clusters Score -6657944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53364 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -6657952.500000 Penalty: 5409.062988
	Iteration 107Q: 3 clusters Score -6657952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53374 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -6657959.500000 Penalty: 5409.062988
	Iteration 108Q: 3 clusters Score -6657960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53385 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -6657954.500000 Penalty: 5409.062988
	Iteration 109Q: 3 clusters Score -6657954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53393 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -6657963.500000 Penalty: 5409.062988
	Iteration 110Q: 3 clusters Score -6657964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53399 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -6657963.500000 Penalty: 5409.062988
	Iteration 111Q: 3 clusters Score -6657964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53405 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -6657966.000000 Penalty: 5409.062988
	Iteration 112Q: 3 clusters Score -6657966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53411 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -6657964.500000 Penalty: 5409.062988
	Iteration 113Q: 3 clusters Score -6657964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53420 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -6657967.500000 Penalty: 5409.062988
	Iteration 114Q: 3 clusters Score -6657968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53428 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -6657975.000000 Penalty: 5409.062988
	Iteration 115Q: 3 clusters Score -6657975 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53435 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -6657979.000000 Penalty: 5409.062988
	Iteration 116Q: 3 clusters Score -6657979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53445 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -6657979.000000 Penalty: 5409.062988
	Iteration 117Q: 3 clusters Score -6657979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53452 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -6657980.500000 Penalty: 5409.062988
	Iteration 118Q: 3 clusters Score -6657980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53456 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -6657979.500000 Penalty: 5409.062988
	Iteration 119Q: 3 clusters Score -6657980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53462 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -6657986.500000 Penalty: 5409.062988
	Iteration 120F: 3 clusters Score -6657986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53464 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -6657987.000000 Penalty: 5409.062988
	Iteration 121Q: 3 clusters Score -6657987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53466 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -6657990.500000 Penalty: 5409.062988
	Iteration 122Q: 3 clusters Score -6657990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53467 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -6657992.500000 Penalty: 5409.062988
	Iteration 123Q: 3 clusters Score -6657992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53471 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -6657988.500000 Penalty: 5409.062988
	Iteration 124Q: 3 clusters Score -6657988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53475 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -6657994.000000 Penalty: 5409.062988
	Iteration 125Q: 3 clusters Score -6657994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53478 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -6657992.500000 Penalty: 5409.062988
	Iteration 126Q: 3 clusters Score -6657992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53479 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -6657995.000000 Penalty: 5409.062988
	Iteration 127Q: 3 clusters Score -6657995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53482 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -6657997.000000 Penalty: 5409.062988
	Iteration 128Q: 3 clusters Score -6657997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53486 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -6658002.000000 Penalty: 5409.062988
	Iteration 129Q: 3 clusters Score -6658002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53490 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -6658002.500000 Penalty: 5409.062988
	Iteration 130Q: 3 clusters Score -6658002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53494 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -6658001.000000 Penalty: 5409.062988
	Iteration 131Q: 3 clusters Score -6658001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53498 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -6658000.500000 Penalty: 5409.062988
	Iteration 132Q: 3 clusters Score -6658000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53501 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -6657998.500000 Penalty: 5409.062988
	Iteration 133Q: 3 clusters Score -6657998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53506 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -6658008.500000 Penalty: 5409.062988
	Iteration 134Q: 3 clusters Score -6658008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53514 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -6658002.000000 Penalty: 5409.062988
	Iteration 135Q: 3 clusters Score -6658002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53517 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -6658004.000000 Penalty: 5409.062988
	Iteration 136Q: 3 clusters Score -6658004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53519 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -6658008.500000 Penalty: 5409.062988
	Iteration 137Q: 3 clusters Score -6658008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53524 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -6658007.500000 Penalty: 5409.062988
	Iteration 138Q: 3 clusters Score -6658008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53527 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -6658008.500000 Penalty: 5409.062988
	Iteration 139Q: 3 clusters Score -6658008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53529 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -6658010.000000 Penalty: 5409.062988
	Iteration 140F: 3 clusters Score -6658010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53535 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -6658015.000000 Penalty: 5409.062988
	Iteration 141Q: 3 clusters Score -6658015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53540 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -6658020.000000 Penalty: 5409.062988
	Iteration 142Q: 3 clusters Score -6658020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53541 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -6658024.000000 Penalty: 5409.062988
	Iteration 143Q: 3 clusters Score -6658024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53543 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -6658026.000000 Penalty: 5409.062988
	Iteration 144Q: 3 clusters Score -6658026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53544 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -6658026 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53544 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -6658026.000000 Penalty: 5409.062988
	Iteration 146F: 3 clusters Score -6658026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (24138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24138 members 
Entering Unmasked Estep 
Score: -2952127.500000 Penalty: 2502.702393
	Iteration 0F: 2 clusters Score -2952128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -2935318.500000 Penalty: 5005.404785
	Iteration 0F: 3 clusters Score -2935318 nChanged 10680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -2941223.000000 Penalty: 5005.404785
	Iteration 1F: 3 clusters Score -2941223 nChanged 1357
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -2941790 nChanged 1245
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -2942339.250000 Penalty: 5005.404785
	Iteration 3F: 3 clusters Score -2942339 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2942995.750000 Penalty: 5005.404785
	Iteration 4F: 3 clusters Score -2942996 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -2943831.000000 Penalty: 5005.404785
	Iteration 5F: 3 clusters Score -2943831 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -2944855.000000 Penalty: 5005.404785
	Iteration 6F: 3 clusters Score -2944855 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -2946216.000000 Penalty: 5005.404785
	Iteration 7F: 3 clusters Score -2946216 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -2947712.500000 Penalty: 5005.404785
	Iteration 8F: 3 clusters Score -2947712 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -2949168.500000 Penalty: 5005.404785
	Iteration 9F: 3 clusters Score -2949168 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -2950064.750000 Penalty: 5005.404785
	Iteration 10Q: 3 clusters Score -2950065 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -2950454.000000 Penalty: 5005.404785
	Iteration 11Q: 3 clusters Score -2950454 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -2950612.000000 Penalty: 5005.404785
	Iteration 12Q: 3 clusters Score -2950612 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -2950672.500000 Penalty: 5005.404785
	Iteration 13Q: 3 clusters Score -2950672 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -2950714.750000 Penalty: 5005.404785
	Iteration 14Q: 3 clusters Score -2950715 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -2950728.000000 Penalty: 5005.404785
	Iteration 15Q: 3 clusters Score -2950728 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -2950738.750000 Penalty: 5005.404785
	Iteration 16Q: 3 clusters Score -2950739 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -2950754.500000 Penalty: 5005.404785
	Iteration 17Q: 3 clusters Score -2950754 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -2950751.750000 Penalty: 5005.404785
	Iteration 18Q: 3 clusters Score -2950752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -2950758.250000 Penalty: 5005.404785
	Iteration 19Q: 3 clusters Score -2950758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -2950754.750000 Penalty: 5005.404785
	Iteration 20F: 3 clusters Score -2950755 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -2950750.500000 Penalty: 5005.404785
	Iteration 21Q: 3 clusters Score -2950750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -2950756.750000 Penalty: 5005.404785
	Iteration 22Q: 3 clusters Score -2950757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -2950752.250000 Penalty: 5005.404785
	Iteration 23Q: 3 clusters Score -2950752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -2950751.250000 Penalty: 5005.404785
	Iteration 24Q: 3 clusters Score -2950751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -2950753.500000 Penalty: 5005.404785
	Iteration 25Q: 3 clusters Score -2950754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -2950757.250000 Penalty: 5005.404785
	Iteration 26Q: 3 clusters Score -2950757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -2950760.500000 Penalty: 5005.404785
	Iteration 27Q: 3 clusters Score -2950760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -2950758.000000 Penalty: 5005.404785
	Iteration 28Q: 3 clusters Score -2950758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -2950755.750000 Penalty: 5005.404785
	Iteration 29Q: 3 clusters Score -2950756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -2950754.500000 Penalty: 5005.404785
	Iteration 30Q: 3 clusters Score -2950754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -2950757.500000 Penalty: 5005.404785
	Iteration 31Q: 3 clusters Score -2950758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -2950754.250000 Penalty: 5005.404785
	Iteration 32Q: 3 clusters Score -2950754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -2950759.250000 Penalty: 5005.404785
	Iteration 33Q: 3 clusters Score -2950759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -2950758.500000 Penalty: 5005.404785
	Iteration 34Q: 3 clusters Score -2950758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2950759.500000 Penalty: 5005.404785
	Iteration 35Q: 3 clusters Score -2950760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -2950757.250000 Penalty: 5005.404785
	Iteration 36Q: 3 clusters Score -2950757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -2950756.500000 Penalty: 5005.404785
	Iteration 37Q: 3 clusters Score -2950756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -2950756.500000 Penalty: 5005.404785
	Iteration 38F: 3 clusters Score -2950756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -50412.847656 Penalty: 1522.691406
	Iteration 0F: 2 clusters Score -50412.85 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 225 members 
Entering Unmasked Estep 
Score: -48960.332031 Penalty: 3045.382812
	Iteration 0F: 3 clusters Score -48960.33 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -49166.097656 Penalty: 3045.382812
	Iteration 1F: 3 clusters Score -49166.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -49232.265625 Penalty: 3045.382812
	Iteration 2Q: 3 clusters Score -49232.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -49258.511719 Penalty: 3045.382812
	Iteration 3Q: 3 clusters Score -49258.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -49266.132812 Penalty: 3045.382812
	Iteration 4Q: 3 clusters Score -49266.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -49268.613281 Penalty: 3045.382812
	Iteration 5Q: 3 clusters Score -49268.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -49268.613281 Penalty: 3045.382812
	Iteration 6F: 3 clusters Score -49268.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (131064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131064 members 
Entering Unmasked Estep 
Score: -15942544.000000 Penalty: 2922.293213
	Iteration 0F: 2 clusters Score -1.594254e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65592 members 
Mstep: Class 2 contains 65472 members 
Entering Unmasked Estep 
Score: -15854813.000000 Penalty: 5844.586426
	Iteration 0F: 3 clusters Score -1.585481e+07 nChanged 62398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65286 members 
Mstep: Class 2 contains 65778 members 
Entering Unmasked Estep 
Score: -15891165.000000 Penalty: 5844.586426
	Iteration 1F: 3 clusters Score -1.589116e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64842 members 
Mstep: Class 2 contains 66222 members 
Entering Unmasked Estep 
Score: -15892288.000000 Penalty: 5844.586426
	Iteration 2Q: 3 clusters Score -1.589229e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63987 members 
Mstep: Class 2 contains 67077 members 
Entering Unmasked Estep 
Score: -15893898.000000 Penalty: 5844.586426
	Iteration 3Q: 3 clusters Score -1.58939e+07 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62660 members 
Mstep: Class 2 contains 68404 members 
Entering Unmasked Estep 
Score: -15895755.000000 Penalty: 5844.586426
	Iteration 4Q: 3 clusters Score -1.589576e+07 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60752 members 
Mstep: Class 2 contains 70312 members 
Entering Unmasked Estep 
Score: -15897963.000000 Penalty: 5844.586426
	Iteration 5Q: 3 clusters Score -1.589796e+07 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58158 members 
Mstep: Class 2 contains 72906 members 
Entering Unmasked Estep 
Score: -15900658.000000 Penalty: 5844.586426
	Iteration 6Q: 3 clusters Score -1.590066e+07 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54965 members 
Mstep: Class 2 contains 76099 members 
Entering Unmasked Estep 
Score: -15903350.000000 Penalty: 5844.586426
	Iteration 7F: 3 clusters Score -1.590335e+07 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51238 members 
Mstep: Class 2 contains 79826 members 
Entering Unmasked Estep 
Score: -15906109.000000 Penalty: 5844.586426
	Iteration 8Q: 3 clusters Score -1.590611e+07 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47021 members 
Mstep: Class 2 contains 84043 members 
Entering Unmasked Estep 
Score: -15909090.000000 Penalty: 5844.586426
	Iteration 9Q: 3 clusters Score -1.590909e+07 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42504 members 
Mstep: Class 2 contains 88560 members 
Entering Unmasked Estep 
Score: -15912025.000000 Penalty: 5844.586426
	Iteration 10Q: 3 clusters Score -1.591202e+07 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37732 members 
Mstep: Class 2 contains 93332 members 
Entering Unmasked Estep 
Score: -15915021.000000 Penalty: 5844.586426
	Iteration 11Q: 3 clusters Score -1.591502e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 98347 members 
Entering Unmasked Estep 
Score: -15918519.000000 Penalty: 5844.586426
	Iteration 12Q: 3 clusters Score -1.591852e+07 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 103120 members 
Entering Unmasked Estep 
Score: -15921933.000000 Penalty: 5844.586426
	Iteration 13Q: 3 clusters Score -1.592193e+07 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 107313 members 
Entering Unmasked Estep 
Score: -15925230.000000 Penalty: 5844.586426
	Iteration 14Q: 3 clusters Score -1.592523e+07 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 110674 members 
Entering Unmasked Estep 
Score: -15927953.000000 Penalty: 5844.586426
	Iteration 15Q: 3 clusters Score -1.592795e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 113263 members 
Entering Unmasked Estep 
Score: -15929760.000000 Penalty: 5844.586426
	Iteration 16Q: 3 clusters Score -1.592976e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 115355 members 
Entering Unmasked Estep 
Score: -15931163.000000 Penalty: 5844.586426
	Iteration 17Q: 3 clusters Score -1.593116e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 117258 members 
Entering Unmasked Estep 
Score: -15932290.000000 Penalty: 5844.586426
	Iteration 18Q: 3 clusters Score -1.593229e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 119072 members 
Entering Unmasked Estep 
Score: -15933319.000000 Penalty: 5844.586426
	Iteration 19Q: 3 clusters Score -1.593332e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 120793 members 
Entering Unmasked Estep 
Score: -15934197.000000 Penalty: 5844.586426
	Iteration 20F: 3 clusters Score -1.59342e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 122382 members 
Entering Unmasked Estep 
Score: -15935016.000000 Penalty: 5844.586426
	Iteration 21Q: 3 clusters Score -1.593502e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 123843 members 
Entering Unmasked Estep 
Score: -15935741.000000 Penalty: 5844.586426
	Iteration 22Q: 3 clusters Score -1.593574e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 125213 members 
Entering Unmasked Estep 
Score: -15936606.000000 Penalty: 5844.586426
	Iteration 23Q: 3 clusters Score -1.593661e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 126474 members 
Entering Unmasked Estep 
Score: -15937356.000000 Penalty: 5844.586426
	Iteration 24Q: 3 clusters Score -1.593736e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 127523 members 
Entering Unmasked Estep 
Score: -15937975.000000 Penalty: 5844.586426
	Iteration 25Q: 3 clusters Score -1.593798e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 128400 members 
Entering Unmasked Estep 
Score: -15938514.000000 Penalty: 5844.586426
	Iteration 26Q: 3 clusters Score -1.593851e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 129081 members 
Entering Unmasked Estep 
Score: -15938892.000000 Penalty: 5844.586426
	Iteration 27Q: 3 clusters Score -1.593889e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 129601 members 
Entering Unmasked Estep 
Score: -15939241.000000 Penalty: 5844.586426
	Iteration 28Q: 3 clusters Score -1.593924e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 129958 members 
Entering Unmasked Estep 
Score: -15939492.000000 Penalty: 5844.586426
	Iteration 29Q: 3 clusters Score -1.593949e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 130174 members 
Entering Unmasked Estep 
Score: -15939638.000000 Penalty: 5844.586426
	Iteration 30Q: 3 clusters Score -1.593964e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 130304 members 
Entering Unmasked Estep 
Score: -15939771.000000 Penalty: 5844.586426
	Iteration 31Q: 3 clusters Score -1.593977e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 130388 members 
Entering Unmasked Estep 
Score: -15939817.000000 Penalty: 5844.586426
	Iteration 32Q: 3 clusters Score -1.593982e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 130443 members 
Entering Unmasked Estep 
Score: -15939838.000000 Penalty: 5844.586426
	Iteration 33Q: 3 clusters Score -1.593984e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 130478 members 
Entering Unmasked Estep 
Score: -15939847.000000 Penalty: 5844.586426
	Iteration 34Q: 3 clusters Score -1.593985e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 130500 members 
Entering Unmasked Estep 
Score: -15939891.000000 Penalty: 5844.586426
	Iteration 35Q: 3 clusters Score -1.593989e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 130518 members 
Entering Unmasked Estep 
Score: -15939902.000000 Penalty: 5844.586426
	Iteration 36Q: 3 clusters Score -1.59399e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 130531 members 
Entering Unmasked Estep 
Score: -15939932.000000 Penalty: 5844.586426
	Iteration 37Q: 3 clusters Score -1.593993e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 130537 members 
Entering Unmasked Estep 
Score: -15939929.000000 Penalty: 5844.586426
	Iteration 38Q: 3 clusters Score -1.593993e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 130543 members 
Entering Unmasked Estep 
Score: -15939929.000000 Penalty: 5844.586426
	Iteration 39Q: 3 clusters Score -1.593993e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 130548 members 
Entering Unmasked Estep 
Score: -15939938.000000 Penalty: 5844.586426
	Iteration 40F: 3 clusters Score -1.593994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 130552 members 
Entering Unmasked Estep 
Score: -15939938.000000 Penalty: 5844.586426
	Iteration 41Q: 3 clusters Score -1.593994e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 130558 members 
Entering Unmasked Estep 
Score: -15939940.000000 Penalty: 5844.586426
	Iteration 42Q: 3 clusters Score -1.593994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 130557 members 
Entering Unmasked Estep 
Score: -15939943.000000 Penalty: 5844.586426
	Iteration 43Q: 3 clusters Score -1.593994e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 130562 members 
Entering Unmasked Estep 
Score: -15939950.000000 Penalty: 5844.586426
	Iteration 44Q: 3 clusters Score -1.593995e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 130569 members 
Entering Unmasked Estep 
Score: -15939945.000000 Penalty: 5844.586426
	Iteration 45Q: 3 clusters Score -1.593994e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 130573 members 
Entering Unmasked Estep 
Score: -15939961.000000 Penalty: 5844.586426
	Iteration 46Q: 3 clusters Score -1.593996e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 130575 members 
Entering Unmasked Estep 
Score: -15939960.000000 Penalty: 5844.586426
	Iteration 47Q: 3 clusters Score -1.593996e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 130579 members 
Entering Unmasked Estep 
Score: -15939956.000000 Penalty: 5844.586426
	Iteration 48Q: 3 clusters Score -1.593996e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 130581 members 
Entering Unmasked Estep 
Score: -15939964.000000 Penalty: 5844.586426
	Iteration 49Q: 3 clusters Score -1.593996e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 130589 members 
Entering Unmasked Estep 
Score: -15939968.000000 Penalty: 5844.586426
	Iteration 50Q: 3 clusters Score -1.593997e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 130593 members 
Entering Unmasked Estep 
Score: -15939981.000000 Penalty: 5844.586426
	Iteration 51Q: 3 clusters Score -1.593998e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 130595 members 
Entering Unmasked Estep 
Score: -15939969.000000 Penalty: 5844.586426
	Iteration 52Q: 3 clusters Score -1.593997e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 130599 members 
Entering Unmasked Estep 
Score: -15939968.000000 Penalty: 5844.586426
	Iteration 53Q: 3 clusters Score -1.593997e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 130600 members 
Entering Unmasked Estep 
Score: -15939969.000000 Penalty: 5844.586426
	Iteration 54Q: 3 clusters Score -1.593997e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 130602 members 
Entering Unmasked Estep 
Score: -15939980.000000 Penalty: 5844.586426
	Iteration 55Q: 3 clusters Score -1.593998e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 130603 members 
Entering Unmasked Estep 
Score: -15939992.000000 Penalty: 5844.586426
	Iteration 56Q: 3 clusters Score -1.593999e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 130607 members 
Entering Unmasked Estep 
Score: -15939997.000000 Penalty: 5844.586426
	Iteration 57Q: 3 clusters Score -1.594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 130605 members 
Entering Unmasked Estep 
Score: -15939996.000000 Penalty: 5844.586426
	Iteration 58Q: 3 clusters Score -1.594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 130604 members 
Entering Unmasked Estep 
Score: -15940004.000000 Penalty: 5844.586426
	Iteration 59Q: 3 clusters Score -1.594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 130602 members 
Entering Unmasked Estep 
Score: -15939999.000000 Penalty: 5844.586426
	Iteration 60F: 3 clusters Score -1.594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 130605 members 
Entering Unmasked Estep 
Score: -15940005.000000 Penalty: 5844.586426
	Iteration 61Q: 3 clusters Score -1.594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 130607 members 
Entering Unmasked Estep 
Score: -15940004.000000 Penalty: 5844.586426
	Iteration 62Q: 3 clusters Score -1.594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 130609 members 
Entering Unmasked Estep 
Score: -15940018.000000 Penalty: 5844.586426
	Iteration 63Q: 3 clusters Score -1.594002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 130610 members 
Entering Unmasked Estep 
Score: -15940010.000000 Penalty: 5844.586426
	Iteration 64Q: 3 clusters Score -1.594001e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 130611 members 
Entering Unmasked Estep 
Score: -15940014.000000 Penalty: 5844.586426
	Iteration 65Q: 3 clusters Score -1.594001e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 130614 members 
Entering Unmasked Estep 
Score: -15940018.000000 Penalty: 5844.586426
	Iteration 66Q: 3 clusters Score -1.594002e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 130618 members 
Entering Unmasked Estep 
Score: -15940025.000000 Penalty: 5844.586426
	Iteration 67Q: 3 clusters Score -1.594002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 130621 members 
Entering Unmasked Estep 
Score: -15940015.000000 Penalty: 5844.586426
	Iteration 68Q: 3 clusters Score -1.594002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 130622 members 
Entering Unmasked Estep 
Score: -15940021.000000 Penalty: 5844.586426
	Iteration 69Q: 3 clusters Score -1.594002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 130621 members 
Entering Unmasked Estep 
Score: -15940025.000000 Penalty: 5844.586426
	Iteration 70Q: 3 clusters Score -1.594002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 130622 members 
Entering Unmasked Estep 
Score: -15940018.000000 Penalty: 5844.586426
	Iteration 71Q: 3 clusters Score -1.594002e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 130622 members 
Entering Unmasked Estep 
Score: -15940018.000000 Penalty: 5844.586426
	Iteration 72F: 3 clusters Score -1.594002e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (226159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226159 members 
Entering Unmasked Estep 
Score: -27853078.000000 Penalty: 3057.590576
	Iteration 0F: 2 clusters Score -2.785308e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112786 members 
Mstep: Class 2 contains 113373 members 
Entering Unmasked Estep 
Score: -27707578.000000 Penalty: 6115.181152
	Iteration 0F: 3 clusters Score -2.770758e+07 nChanged 109023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109939 members 
Mstep: Class 2 contains 116220 members 
Entering Unmasked Estep 
Score: -27771882.000000 Penalty: 6115.181152
	Iteration 1F: 3 clusters Score -2.777188e+07 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108358 members 
Mstep: Class 2 contains 117801 members 
Entering Unmasked Estep 
Score: -27773100.000000 Penalty: 6115.181152
	Iteration 2Q: 3 clusters Score -2.77731e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106043 members 
Mstep: Class 2 contains 120116 members 
Entering Unmasked Estep 
Score: -27774690.000000 Penalty: 6115.181152
	Iteration 3Q: 3 clusters Score -2.777469e+07 nChanged 7590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102597 members 
Mstep: Class 2 contains 123562 members 
Entering Unmasked Estep 
Score: -27777236.000000 Penalty: 6115.181152
	Iteration 4Q: 3 clusters Score -2.777724e+07 nChanged 9237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97432 members 
Mstep: Class 2 contains 128727 members 
Entering Unmasked Estep 
Score: -27781506.000000 Penalty: 6115.181152
	Iteration 5Q: 3 clusters Score -2.778151e+07 nChanged 11163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89871 members 
Mstep: Class 2 contains 136288 members 
Entering Unmasked Estep 
Score: -27787704.000000 Penalty: 6115.181152
	Iteration 6Q: 3 clusters Score -2.77877e+07 nChanged 12906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79615 members 
Mstep: Class 2 contains 146544 members 
Entering Unmasked Estep 
Score: -27796382.000000 Penalty: 6115.181152
	Iteration 7F: 3 clusters Score -2.779638e+07 nChanged 14334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66661 members 
Mstep: Class 2 contains 159498 members 
Entering Unmasked Estep 
Score: -27807392.000000 Penalty: 6115.181152
	Iteration 8F: 3 clusters Score -2.780739e+07 nChanged 15237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51962 members 
Mstep: Class 2 contains 174197 members 
Entering Unmasked Estep 
Score: -27819234.000000 Penalty: 6115.181152
	Iteration 9F: 3 clusters Score -2.781923e+07 nChanged 14903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37219 members 
Mstep: Class 2 contains 188940 members 
Entering Unmasked Estep 
Score: -27830382.000000 Penalty: 6115.181152
	Iteration 10F: 3 clusters Score -2.783038e+07 nChanged 12650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 201532 members 
Entering Unmasked Estep 
Score: -27838576.000000 Penalty: 6115.181152
	Iteration 11F: 3 clusters Score -2.783858e+07 nChanged 9210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 210726 members 
Entering Unmasked Estep 
Score: -27843588.000000 Penalty: 6115.181152
	Iteration 12Q: 3 clusters Score -2.784359e+07 nChanged 5965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 216677 members 
Entering Unmasked Estep 
Score: -27846718.000000 Penalty: 6115.181152
	Iteration 13Q: 3 clusters Score -2.784672e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 220306 members 
Entering Unmasked Estep 
Score: -27848498.000000 Penalty: 6115.181152
	Iteration 14Q: 3 clusters Score -2.78485e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 222334 members 
Entering Unmasked Estep 
Score: -27849354.000000 Penalty: 6115.181152
	Iteration 15Q: 3 clusters Score -2.784935e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 223437 members 
Entering Unmasked Estep 
Score: -27849956.000000 Penalty: 6115.181152
	Iteration 16Q: 3 clusters Score -2.784996e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 224048 members 
Entering Unmasked Estep 
Score: -27850268.000000 Penalty: 6115.181152
	Iteration 17Q: 3 clusters Score -2.785027e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 224381 members 
Entering Unmasked Estep 
Score: -27850374.000000 Penalty: 6115.181152
	Iteration 18Q: 3 clusters Score -2.785037e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 224604 members 
Entering Unmasked Estep 
Score: -27850464.000000 Penalty: 6115.181152
	Iteration 19Q: 3 clusters Score -2.785046e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 224751 members 
Entering Unmasked Estep 
Score: -27850492.000000 Penalty: 6115.181152
	Iteration 20F: 3 clusters Score -2.785049e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 224847 members 
Entering Unmasked Estep 
Score: -27850552.000000 Penalty: 6115.181152
	Iteration 21Q: 3 clusters Score -2.785055e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 224916 members 
Entering Unmasked Estep 
Score: -27850588.000000 Penalty: 6115.181152
	Iteration 22Q: 3 clusters Score -2.785059e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 224949 members 
Entering Unmasked Estep 
Score: -27850620.000000 Penalty: 6115.181152
	Iteration 23Q: 3 clusters Score -2.785062e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 224985 members 
Entering Unmasked Estep 
Score: -27850640.000000 Penalty: 6115.181152
	Iteration 24Q: 3 clusters Score -2.785064e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 225014 members 
Entering Unmasked Estep 
Score: -27850674.000000 Penalty: 6115.181152
	Iteration 25Q: 3 clusters Score -2.785067e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 225035 members 
Entering Unmasked Estep 
Score: -27850668.000000 Penalty: 6115.181152
	Iteration 26Q: 3 clusters Score -2.785067e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 225059 members 
Entering Unmasked Estep 
Score: -27850686.000000 Penalty: 6115.181152
	Iteration 27Q: 3 clusters Score -2.785069e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 225075 members 
Entering Unmasked Estep 
Score: -27850684.000000 Penalty: 6115.181152
	Iteration 28Q: 3 clusters Score -2.785068e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 225084 members 
Entering Unmasked Estep 
Score: -27850686.000000 Penalty: 6115.181152
	Iteration 29Q: 3 clusters Score -2.785069e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 225090 members 
Entering Unmasked Estep 
Score: -27850668.000000 Penalty: 6115.181152
	Iteration 30Q: 3 clusters Score -2.785067e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 225094 members 
Entering Unmasked Estep 
Score: -27850694.000000 Penalty: 6115.181152
	Iteration 31Q: 3 clusters Score -2.785069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 225096 members 
Entering Unmasked Estep 
Score: -27850690.000000 Penalty: 6115.181152
	Iteration 32Q: 3 clusters Score -2.785069e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 225097 members 
Entering Unmasked Estep 
Score: -27850694.000000 Penalty: 6115.181152
	Iteration 33Q: 3 clusters Score -2.785069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 225098 members 
Entering Unmasked Estep 
Score: -27850710.000000 Penalty: 6115.181152
	Iteration 34Q: 3 clusters Score -2.785071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 225101 members 
Entering Unmasked Estep 
Score: -27850702.000000 Penalty: 6115.181152
	Iteration 35Q: 3 clusters Score -2.78507e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 225104 members 
Entering Unmasked Estep 
Score: -27850690.000000 Penalty: 6115.181152
	Iteration 36Q: 3 clusters Score -2.785069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 225107 members 
Entering Unmasked Estep 
Score: -27850696.000000 Penalty: 6115.181152
	Iteration 37Q: 3 clusters Score -2.78507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 225107 members 
Entering Unmasked Estep 
Score: -27850688.000000 Penalty: 6115.181152
	Iteration 38Q: 3 clusters Score -2.785069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 225105 members 
Entering Unmasked Estep 
Score: -27850700.000000 Penalty: 6115.181152
	Iteration 39Q: 3 clusters Score -2.78507e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 225104 members 
Entering Unmasked Estep 
Score: -27850702.000000 Penalty: 6115.181152
	Iteration 40F: 3 clusters Score -2.78507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 225104 members 
Entering Unmasked Estep 
Score: -27850690.000000 Penalty: 6115.181152
	Iteration 41Q: 3 clusters Score -2.785069e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 225105 members 
Entering Unmasked Estep 
Score: -27850700.000000 Penalty: 6115.181152
	Iteration 42Q: 3 clusters Score -2.78507e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 225105 members 
Entering Unmasked Estep 
Score: -27850700.000000 Penalty: 6115.181152
	Iteration 43F: 3 clusters Score -2.78507e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (21479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Entering Unmasked Estep 
Score: -2526436.250000 Penalty: 2473.758057
	Iteration 0F: 2 clusters Score -2526436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -2511381.750000 Penalty: 4947.516113
	Iteration 0F: 3 clusters Score -2511382 nChanged 9526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -2516535.500000 Penalty: 4947.516113
	Iteration 1F: 3 clusters Score -2516536 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -2516882.250000 Penalty: 4947.516113
	Iteration 2Q: 3 clusters Score -2516882 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -2517148.500000 Penalty: 4947.516113
	Iteration 3Q: 3 clusters Score -2517148 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -2517411.500000 Penalty: 4947.516113
	Iteration 4Q: 3 clusters Score -2517412 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -2517736.250000 Penalty: 4947.516113
	Iteration 5Q: 3 clusters Score -2517736 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -2518148.500000 Penalty: 4947.516113
	Iteration 6Q: 3 clusters Score -2518148 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -2518738.000000 Penalty: 4947.516113
	Iteration 7F: 3 clusters Score -2518738 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -2519521.250000 Penalty: 4947.516113
	Iteration 8F: 3 clusters Score -2519521 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -2520554.500000 Penalty: 4947.516113
	Iteration 9F: 3 clusters Score -2520554 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -2521697.000000 Penalty: 4947.516113
	Iteration 10F: 3 clusters Score -2521697 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -2522737.250000 Penalty: 4947.516113
	Iteration 11F: 3 clusters Score -2522737 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -2523462.250000 Penalty: 4947.516113
	Iteration 12Q: 3 clusters Score -2523462 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -2523870.500000 Penalty: 4947.516113
	Iteration 13Q: 3 clusters Score -2523870 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -2524068.500000 Penalty: 4947.516113
	Iteration 14Q: 3 clusters Score -2524068 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -2524173.000000 Penalty: 4947.516113
	Iteration 15Q: 3 clusters Score -2524173 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -2524238.250000 Penalty: 4947.516113
	Iteration 16Q: 3 clusters Score -2524238 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -2524275.000000 Penalty: 4947.516113
	Iteration 17Q: 3 clusters Score -2524275 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -2524300.500000 Penalty: 4947.516113
	Iteration 18Q: 3 clusters Score -2524300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -2524315.250000 Penalty: 4947.516113
	Iteration 19Q: 3 clusters Score -2524315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -2524328.000000 Penalty: 4947.516113
	Iteration 20F: 3 clusters Score -2524328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -2524340.750000 Penalty: 4947.516113
	Iteration 21Q: 3 clusters Score -2524341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -2524349.500000 Penalty: 4947.516113
	Iteration 22Q: 3 clusters Score -2524350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -2524353.500000 Penalty: 4947.516113
	Iteration 23Q: 3 clusters Score -2524354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -2524356.250000 Penalty: 4947.516113
	Iteration 24Q: 3 clusters Score -2524356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -2524363.000000 Penalty: 4947.516113
	Iteration 25Q: 3 clusters Score -2524363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -2524369.500000 Penalty: 4947.516113
	Iteration 26Q: 3 clusters Score -2524370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -2524367.750000 Penalty: 4947.516113
	Iteration 27Q: 3 clusters Score -2524368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -2524374.000000 Penalty: 4947.516113
	Iteration 28Q: 3 clusters Score -2524374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -2524374.000000 Penalty: 4947.516113
	Iteration 29Q: 3 clusters Score -2524374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -2524377.750000 Penalty: 4947.516113
	Iteration 30Q: 3 clusters Score -2524378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -2524380.750000 Penalty: 4947.516113
	Iteration 31Q: 3 clusters Score -2524381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -2524386.750000 Penalty: 4947.516113
	Iteration 32Q: 3 clusters Score -2524387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -2524388.000000 Penalty: 4947.516113
	Iteration 33Q: 3 clusters Score -2524388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -2524388.000000 Penalty: 4947.516113
	Iteration 34F: 3 clusters Score -2524388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Entering Unmasked Estep 
Score: -115864.671875 Penalty: 1728.973877
	Iteration 0F: 2 clusters Score -115864.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -113911.898438 Penalty: 3457.947754
	Iteration 0F: 3 clusters Score -113911.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -114441.898438 Penalty: 3457.947754
	Iteration 1F: 3 clusters Score -114441.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -114877.343750 Penalty: 3457.947754
	Iteration 2F: 3 clusters Score -114877.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -115225.898438 Penalty: 3457.947754
	Iteration 3F: 3 clusters Score -115225.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -115447.031250 Penalty: 3457.947754
	Iteration 4F: 3 clusters Score -115447 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -115622.218750 Penalty: 3457.947754
	Iteration 5Q: 3 clusters Score -115622.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -115852.476562 Penalty: 3457.947754
	Iteration 6Q: 3 clusters Score -115852.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -115983.421875 Penalty: 3457.947754
	Iteration 7Q: 3 clusters Score -115983.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -116029.179688 Penalty: 3457.947754
	Iteration 8Q: 3 clusters Score -116029.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -116047.882812 Penalty: 3457.947754
	Iteration 9Q: 3 clusters Score -116047.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -116053.656250 Penalty: 3457.947754
	Iteration 10Q: 3 clusters Score -116053.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -116056.460938 Penalty: 3457.947754
	Iteration 11Q: 3 clusters Score -116056.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -116056.460938 Penalty: 3457.947754
	Iteration 12F: 3 clusters Score -116056.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 8695 members 
Mstep: Class 3 contains 15428 members 
Mstep: Class 4 contains 183673 members 
Mstep: Class 5 contains 320818 members 
Mstep: Class 6 contains 8634 members 
Mstep: Class 7 contains 182650 members 
Mstep: Class 8 contains 16469 members 
Mstep: Class 9 contains 12322 members 
Mstep: Class 10 contains 14502 members 
Mstep: Class 11 contains 7975 members 
Mstep: Class 12 contains 18879 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3225 members 
Mstep: Class 15 contains 101687 members 
Mstep: Class 16 contains 185719 members 
Mstep: Class 17 contains 16481 members 
Mstep: Class 18 contains 83453 members 
Mstep: Class 19 contains 25626 members 
Mstep: Class 20 contains 116581 members 
Mstep: Class 21 contains 44161 members 
Mstep: Class 22 contains 53111 members 
Mstep: Class 23 contains 10685 members 
Mstep: Class 24 contains 29192 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12860 members 
Mstep: Class 27 contains 11092 members 
Mstep: Class 28 contains 5665 members 
Mstep: Class 29 contains 12236 members 
Mstep: Class 30 contains 3263 members 
Mstep: Class 31 contains 6553 members 
Mstep: Class 32 contains 10936 members 
Mstep: Class 33 contains 54468 members 
Mstep: Class 34 contains 24138 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131064 members 
Mstep: Class 37 contains 226159 members 
Mstep: Class 38 contains 21479 members 
Mstep: Class 39 contains 461 members 
Mstep: Class 40 contains 883 members 
Mstep: Class 41 contains 446 members 
Mstep: Class 42 contains 605 members 
Entering Unmasked Estep 
Score: -235498560.000000 Penalty: 151070.828125
Splitting cluster 39 changes total score from -235500304.000000 to -235498560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Entering Unmasked Estep 
Score: -89523.953125 Penalty: 1682.264648
	Iteration 0F: 2 clusters Score -89523.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -87706.656250 Penalty: 3364.529297
	Iteration 0F: 3 clusters Score -87706.66 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -88030.070312 Penalty: 3364.529297
	Iteration 1F: 3 clusters Score -88030.07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -88194.453125 Penalty: 3364.529297
	Iteration 2F: 3 clusters Score -88194.45 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -88386.140625 Penalty: 3364.529297
	Iteration 3F: 3 clusters Score -88386.14 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -88518.687500 Penalty: 3364.529297
	Iteration 4F: 3 clusters Score -88518.69 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -88600.992188 Penalty: 3364.529297
	Iteration 5Q: 3 clusters Score -88600.99 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -88682.390625 Penalty: 3364.529297
	Iteration 6Q: 3 clusters Score -88682.39 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -88737.335938 Penalty: 3364.529297
	Iteration 7Q: 3 clusters Score -88737.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -88780.625000 Penalty: 3364.529297
	Iteration 8Q: 3 clusters Score -88780.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -88818.007812 Penalty: 3364.529297
	Iteration 9Q: 3 clusters Score -88818.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -88836.492188 Penalty: 3364.529297
	Iteration 10Q: 3 clusters Score -88836.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -88856.203125 Penalty: 3364.529297
	Iteration 11Q: 3 clusters Score -88856.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -88868.257812 Penalty: 3364.529297
	Iteration 12Q: 3 clusters Score -88868.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -88880.000000 Penalty: 3364.529297
	Iteration 13Q: 3 clusters Score -88880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -88891.468750 Penalty: 3364.529297
	Iteration 14Q: 3 clusters Score -88891.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -88901.335938 Penalty: 3364.529297
	Iteration 15Q: 3 clusters Score -88901.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -88911.562500 Penalty: 3364.529297
	Iteration 16Q: 3 clusters Score -88911.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -88918.492188 Penalty: 3364.529297
	Iteration 17Q: 3 clusters Score -88918.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -88931.867188 Penalty: 3364.529297
	Iteration 18Q: 3 clusters Score -88931.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -88940.906250 Penalty: 3364.529297
	Iteration 19Q: 3 clusters Score -88940.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -88959.109375 Penalty: 3364.529297
	Iteration 20F: 3 clusters Score -88959.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -88973.640625 Penalty: 3364.529297
	Iteration 21Q: 3 clusters Score -88973.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -88982.257812 Penalty: 3364.529297
	Iteration 22Q: 3 clusters Score -88982.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -88986.859375 Penalty: 3364.529297
	Iteration 23Q: 3 clusters Score -88986.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -88990.070312 Penalty: 3364.529297
	Iteration 24Q: 3 clusters Score -88990.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -88994.953125 Penalty: 3364.529297
	Iteration 25Q: 3 clusters Score -88994.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -88995.750000 Penalty: 3364.529297
	Iteration 26Q: 3 clusters Score -88995.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -88995.750000 Penalty: 3364.529297
	Iteration 27F: 3 clusters Score -88995.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Entering Unmasked Estep 
Score: -48017.863281 Penalty: 1512.879150
	Iteration 0F: 2 clusters Score -48017.86 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 224 members 
Entering Unmasked Estep 
Score: -46542.636719 Penalty: 3025.758301
	Iteration 0F: 3 clusters Score -46542.64 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -46677.531250 Penalty: 3025.758301
	Iteration 1F: 3 clusters Score -46677.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -46717.886719 Penalty: 3025.758301
	Iteration 2Q: 3 clusters Score -46717.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -46739.234375 Penalty: 3025.758301
	Iteration 3Q: 3 clusters Score -46739.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -46742.628906 Penalty: 3025.758301
	Iteration 4Q: 3 clusters Score -46742.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -46743.828125 Penalty: 3025.758301
	Iteration 5Q: 3 clusters Score -46743.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -46743.828125 Penalty: 3025.758301
	Iteration 6F: 3 clusters Score -46743.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 8695 members 
Mstep: Class 3 contains 15428 members 
Mstep: Class 4 contains 183673 members 
Mstep: Class 5 contains 320818 members 
Mstep: Class 6 contains 8634 members 
Mstep: Class 7 contains 182650 members 
Mstep: Class 8 contains 16469 members 
Mstep: Class 9 contains 12322 members 
Mstep: Class 10 contains 14502 members 
Mstep: Class 11 contains 7975 members 
Mstep: Class 12 contains 18879 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3225 members 
Mstep: Class 15 contains 101687 members 
Mstep: Class 16 contains 185719 members 
Mstep: Class 17 contains 16481 members 
Mstep: Class 18 contains 83453 members 
Mstep: Class 19 contains 25626 members 
Mstep: Class 20 contains 116581 members 
Mstep: Class 21 contains 44161 members 
Mstep: Class 22 contains 53111 members 
Mstep: Class 23 contains 10685 members 
Mstep: Class 24 contains 29192 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12860 members 
Mstep: Class 27 contains 11092 members 
Mstep: Class 28 contains 5665 members 
Mstep: Class 29 contains 12236 members 
Mstep: Class 30 contains 3263 members 
Mstep: Class 31 contains 6553 members 
Mstep: Class 32 contains 10936 members 
Mstep: Class 33 contains 54468 members 
Mstep: Class 34 contains 24138 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131064 members 
Mstep: Class 37 contains 226159 members 
Mstep: Class 38 contains 21479 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 883 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500432.000000 Penalty: 147473.906250
Iteration 399Q: 42 clusters Score -2.355004e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 8693 members 
Mstep: Class 3 contains 15426 members 
Mstep: Class 4 contains 183670 members 
Mstep: Class 5 contains 320810 members 
Mstep: Class 6 contains 8633 members 
Mstep: Class 7 contains 182659 members 
Mstep: Class 8 contains 16470 members 
Mstep: Class 9 contains 12331 members 
Mstep: Class 10 contains 14503 members 
Mstep: Class 11 contains 7977 members 
Mstep: Class 12 contains 18873 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3225 members 
Mstep: Class 15 contains 101688 members 
Mstep: Class 16 contains 185679 members 
Mstep: Class 17 contains 16481 members 
Mstep: Class 18 contains 83455 members 
Mstep: Class 19 contains 25628 members 
Mstep: Class 20 contains 116644 members 
Mstep: Class 21 contains 44160 members 
Mstep: Class 22 contains 53116 members 
Mstep: Class 23 contains 10686 members 
Mstep: Class 24 contains 29191 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12862 members 
Mstep: Class 27 contains 11092 members 
Mstep: Class 28 contains 5665 members 
Mstep: Class 29 contains 12235 members 
Mstep: Class 30 contains 3264 members 
Mstep: Class 31 contains 6546 members 
Mstep: Class 32 contains 10937 members 
Mstep: Class 33 contains 54469 members 
Mstep: Class 34 contains 24147 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131063 members 
Mstep: Class 37 contains 226120 members 
Mstep: Class 38 contains 21479 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 883 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500352.000000 Penalty: 147473.906250
Iteration 400F: 42 clusters Score -2.355004e+08 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 8692 members 
Mstep: Class 3 contains 15424 members 
Mstep: Class 4 contains 183665 members 
Mstep: Class 5 contains 320809 members 
Mstep: Class 6 contains 8633 members 
Mstep: Class 7 contains 182665 members 
Mstep: Class 8 contains 16469 members 
Mstep: Class 9 contains 12339 members 
Mstep: Class 10 contains 14503 members 
Mstep: Class 11 contains 7975 members 
Mstep: Class 12 contains 18869 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3225 members 
Mstep: Class 15 contains 101688 members 
Mstep: Class 16 contains 185659 members 
Mstep: Class 17 contains 16483 members 
Mstep: Class 18 contains 83451 members 
Mstep: Class 19 contains 25629 members 
Mstep: Class 20 contains 116712 members 
Mstep: Class 21 contains 44163 members 
Mstep: Class 22 contains 53115 members 
Mstep: Class 23 contains 10689 members 
Mstep: Class 24 contains 29189 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12864 members 
Mstep: Class 27 contains 11092 members 
Mstep: Class 28 contains 5665 members 
Mstep: Class 29 contains 12236 members 
Mstep: Class 30 contains 3269 members 
Mstep: Class 31 contains 6541 members 
Mstep: Class 32 contains 10937 members 
Mstep: Class 33 contains 54467 members 
Mstep: Class 34 contains 24154 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131061 members 
Mstep: Class 37 contains 226063 members 
Mstep: Class 38 contains 21480 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 883 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500256.000000 Penalty: 147473.906250
Iteration 401Q: 42 clusters Score -2.355003e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 8692 members 
Mstep: Class 3 contains 15421 members 
Mstep: Class 4 contains 183667 members 
Mstep: Class 5 contains 320811 members 
Mstep: Class 6 contains 8633 members 
Mstep: Class 7 contains 182677 members 
Mstep: Class 8 contains 16469 members 
Mstep: Class 9 contains 12342 members 
Mstep: Class 10 contains 14504 members 
Mstep: Class 11 contains 7975 members 
Mstep: Class 12 contains 18864 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3225 members 
Mstep: Class 15 contains 101690 members 
Mstep: Class 16 contains 185632 members 
Mstep: Class 17 contains 16482 members 
Mstep: Class 18 contains 83450 members 
Mstep: Class 19 contains 25631 members 
Mstep: Class 20 contains 116764 members 
Mstep: Class 21 contains 44165 members 
Mstep: Class 22 contains 53114 members 
Mstep: Class 23 contains 10688 members 
Mstep: Class 24 contains 29182 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12863 members 
Mstep: Class 27 contains 11091 members 
Mstep: Class 28 contains 5665 members 
Mstep: Class 29 contains 12236 members 
Mstep: Class 30 contains 3270 members 
Mstep: Class 31 contains 6542 members 
Mstep: Class 32 contains 10937 members 
Mstep: Class 33 contains 54467 members 
Mstep: Class 34 contains 24162 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131063 members 
Mstep: Class 37 contains 226016 members 
Mstep: Class 38 contains 21482 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 883 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499904.000000 Penalty: 147473.906250
Iteration 402Q: 42 clusters Score -2.354999e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 8691 members 
Mstep: Class 3 contains 15416 members 
Mstep: Class 4 contains 183662 members 
Mstep: Class 5 contains 320813 members 
Mstep: Class 6 contains 8631 members 
Mstep: Class 7 contains 182676 members 
Mstep: Class 8 contains 16469 members 
Mstep: Class 9 contains 12349 members 
Mstep: Class 10 contains 14504 members 
Mstep: Class 11 contains 7970 members 
Mstep: Class 12 contains 18862 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3225 members 
Mstep: Class 15 contains 101693 members 
Mstep: Class 16 contains 185610 members 
Mstep: Class 17 contains 16482 members 
Mstep: Class 18 contains 83452 members 
Mstep: Class 19 contains 25630 members 
Mstep: Class 20 contains 116808 members 
Mstep: Class 21 contains 44167 members 
Mstep: Class 22 contains 53115 members 
Mstep: Class 23 contains 10691 members 
Mstep: Class 24 contains 29178 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12865 members 
Mstep: Class 27 contains 11091 members 
Mstep: Class 28 contains 5665 members 
Mstep: Class 29 contains 12235 members 
Mstep: Class 30 contains 3272 members 
Mstep: Class 31 contains 6541 members 
Mstep: Class 32 contains 10937 members 
Mstep: Class 33 contains 54468 members 
Mstep: Class 34 contains 24169 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131064 members 
Mstep: Class 37 contains 225987 members 
Mstep: Class 38 contains 21482 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 883 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499680.000000 Penalty: 147473.906250
Iteration 403Q: 42 clusters Score -2.354997e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 8691 members 
Mstep: Class 3 contains 15414 members 
Mstep: Class 4 contains 183663 members 
Mstep: Class 5 contains 320813 members 
Mstep: Class 6 contains 8631 members 
Mstep: Class 7 contains 182678 members 
Mstep: Class 8 contains 16469 members 
Mstep: Class 9 contains 12354 members 
Mstep: Class 10 contains 14504 members 
Mstep: Class 11 contains 7971 members 
Mstep: Class 12 contains 18859 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3225 members 
Mstep: Class 15 contains 101698 members 
Mstep: Class 16 contains 185577 members 
Mstep: Class 17 contains 16481 members 
Mstep: Class 18 contains 83454 members 
Mstep: Class 19 contains 25629 members 
Mstep: Class 20 contains 116862 members 
Mstep: Class 21 contains 44162 members 
Mstep: Class 22 contains 53109 members 
Mstep: Class 23 contains 10692 members 
Mstep: Class 24 contains 29179 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12867 members 
Mstep: Class 27 contains 11091 members 
Mstep: Class 28 contains 5665 members 
Mstep: Class 29 contains 12236 members 
Mstep: Class 30 contains 3273 members 
Mstep: Class 31 contains 6540 members 
Mstep: Class 32 contains 10935 members 
Mstep: Class 33 contains 54469 members 
Mstep: Class 34 contains 24177 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131057 members 
Mstep: Class 37 contains 225962 members 
Mstep: Class 38 contains 21482 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 883 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499616.000000 Penalty: 147473.906250
Iteration 404Q: 42 clusters Score -2.354996e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 8690 members 
Mstep: Class 3 contains 15411 members 
Mstep: Class 4 contains 183659 members 
Mstep: Class 5 contains 320818 members 
Mstep: Class 6 contains 8629 members 
Mstep: Class 7 contains 182676 members 
Mstep: Class 8 contains 16470 members 
Mstep: Class 9 contains 12362 members 
Mstep: Class 10 contains 14501 members 
Mstep: Class 11 contains 7969 members 
Mstep: Class 12 contains 18849 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3225 members 
Mstep: Class 15 contains 101702 members 
Mstep: Class 16 contains 185550 members 
Mstep: Class 17 contains 16480 members 
Mstep: Class 18 contains 83454 members 
Mstep: Class 19 contains 25631 members 
Mstep: Class 20 contains 116912 members 
Mstep: Class 21 contains 44159 members 
Mstep: Class 22 contains 53111 members 
Mstep: Class 23 contains 10694 members 
Mstep: Class 24 contains 29175 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12865 members 
Mstep: Class 27 contains 11093 members 
Mstep: Class 28 contains 5665 members 
Mstep: Class 29 contains 12237 members 
Mstep: Class 30 contains 3274 members 
Mstep: Class 31 contains 6539 members 
Mstep: Class 32 contains 10937 members 
Mstep: Class 33 contains 54470 members 
Mstep: Class 34 contains 24189 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131047 members 
Mstep: Class 37 contains 225941 members 
Mstep: Class 38 contains 21482 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 883 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499776.000000 Penalty: 147473.906250
Iteration 405Q: 42 clusters Score -2.354998e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 8691 members 
Mstep: Class 3 contains 15410 members 
Mstep: Class 4 contains 183645 members 
Mstep: Class 5 contains 320828 members 
Mstep: Class 6 contains 8630 members 
Mstep: Class 7 contains 182660 members 
Mstep: Class 8 contains 16472 members 
Mstep: Class 9 contains 12366 members 
Mstep: Class 10 contains 14494 members 
Mstep: Class 11 contains 7967 members 
Mstep: Class 12 contains 18843 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3225 members 
Mstep: Class 15 contains 101703 members 
Mstep: Class 16 contains 185537 members 
Mstep: Class 17 contains 16483 members 
Mstep: Class 18 contains 83454 members 
Mstep: Class 19 contains 25634 members 
Mstep: Class 20 contains 116975 members 
Mstep: Class 21 contains 44157 members 
Mstep: Class 22 contains 53111 members 
Mstep: Class 23 contains 10698 members 
Mstep: Class 24 contains 29172 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12865 members 
Mstep: Class 27 contains 11093 members 
Mstep: Class 28 contains 5665 members 
Mstep: Class 29 contains 12237 members 
Mstep: Class 30 contains 3274 members 
Mstep: Class 31 contains 6541 members 
Mstep: Class 32 contains 10937 members 
Mstep: Class 33 contains 54473 members 
Mstep: Class 34 contains 24199 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131045 members 
Mstep: Class 37 contains 225896 members 
Mstep: Class 38 contains 21483 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 883 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500080.000000 Penalty: 147473.906250
Iteration 406Q: 42 clusters Score -2.355001e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 8690 members 
Mstep: Class 3 contains 15408 members 
Mstep: Class 4 contains 183640 members 
Mstep: Class 5 contains 320840 members 
Mstep: Class 6 contains 8630 members 
Mstep: Class 7 contains 182638 members 
Mstep: Class 8 contains 16471 members 
Mstep: Class 9 contains 12370 members 
Mstep: Class 10 contains 14493 members 
Mstep: Class 11 contains 7968 members 
Mstep: Class 12 contains 18826 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3225 members 
Mstep: Class 15 contains 101702 members 
Mstep: Class 16 contains 185529 members 
Mstep: Class 17 contains 16484 members 
Mstep: Class 18 contains 83453 members 
Mstep: Class 19 contains 25637 members 
Mstep: Class 20 contains 117033 members 
Mstep: Class 21 contains 44152 members 
Mstep: Class 22 contains 53110 members 
Mstep: Class 23 contains 10699 members 
Mstep: Class 24 contains 29170 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12863 members 
Mstep: Class 27 contains 11093 members 
Mstep: Class 28 contains 5665 members 
Mstep: Class 29 contains 12238 members 
Mstep: Class 30 contains 3274 members 
Mstep: Class 31 contains 6545 members 
Mstep: Class 32 contains 10935 members 
Mstep: Class 33 contains 54475 members 
Mstep: Class 34 contains 24209 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131043 members 
Mstep: Class 37 contains 225869 members 
Mstep: Class 38 contains 21485 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 883 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499872.000000 Penalty: 147473.906250
Iteration 407Q: 42 clusters Score -2.354999e+08 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 8690 members 
Mstep: Class 3 contains 15408 members 
Mstep: Class 4 contains 183644 members 
Mstep: Class 5 contains 320854 members 
Mstep: Class 6 contains 8629 members 
Mstep: Class 7 contains 182604 members 
Mstep: Class 8 contains 16472 members 
Mstep: Class 9 contains 12374 members 
Mstep: Class 10 contains 14493 members 
Mstep: Class 11 contains 7967 members 
Mstep: Class 12 contains 18809 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3225 members 
Mstep: Class 15 contains 101703 members 
Mstep: Class 16 contains 185513 members 
Mstep: Class 17 contains 16480 members 
Mstep: Class 18 contains 83452 members 
Mstep: Class 19 contains 25638 members 
Mstep: Class 20 contains 117103 members 
Mstep: Class 21 contains 44149 members 
Mstep: Class 22 contains 53109 members 
Mstep: Class 23 contains 10701 members 
Mstep: Class 24 contains 29167 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12863 members 
Mstep: Class 27 contains 11093 members 
Mstep: Class 28 contains 5665 members 
Mstep: Class 29 contains 12238 members 
Mstep: Class 30 contains 3276 members 
Mstep: Class 31 contains 6543 members 
Mstep: Class 32 contains 10935 members 
Mstep: Class 33 contains 54474 members 
Mstep: Class 34 contains 24224 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131041 members 
Mstep: Class 37 contains 225840 members 
Mstep: Class 38 contains 21485 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 883 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499856.000000 Penalty: 147473.906250
Iteration 408Q: 42 clusters Score -2.354999e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 8693 members 
Mstep: Class 3 contains 15406 members 
Mstep: Class 4 contains 183658 members 
Mstep: Class 5 contains 320857 members 
Mstep: Class 6 contains 8630 members 
Mstep: Class 7 contains 182576 members 
Mstep: Class 8 contains 16471 members 
Mstep: Class 9 contains 12377 members 
Mstep: Class 10 contains 14493 members 
Mstep: Class 11 contains 7965 members 
Mstep: Class 12 contains 18798 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3225 members 
Mstep: Class 15 contains 101703 members 
Mstep: Class 16 contains 185492 members 
Mstep: Class 17 contains 16477 members 
Mstep: Class 18 contains 83456 members 
Mstep: Class 19 contains 25639 members 
Mstep: Class 20 contains 117166 members 
Mstep: Class 21 contains 44142 members 
Mstep: Class 22 contains 53114 members 
Mstep: Class 23 contains 10701 members 
Mstep: Class 24 contains 29165 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12862 members 
Mstep: Class 27 contains 11093 members 
Mstep: Class 28 contains 5665 members 
Mstep: Class 29 contains 12238 members 
Mstep: Class 30 contains 3277 members 
Mstep: Class 31 contains 6546 members 
Mstep: Class 32 contains 10934 members 
Mstep: Class 33 contains 54477 members 
Mstep: Class 34 contains 24238 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131041 members 
Mstep: Class 37 contains 225802 members 
Mstep: Class 38 contains 21484 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 883 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499568.000000 Penalty: 147473.906250
Iteration 409Q: 42 clusters Score -2.354996e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 8693 members 
Mstep: Class 3 contains 15403 members 
Mstep: Class 4 contains 183673 members 
Mstep: Class 5 contains 320853 members 
Mstep: Class 6 contains 8628 members 
Mstep: Class 7 contains 182539 members 
Mstep: Class 8 contains 16472 members 
Mstep: Class 9 contains 12380 members 
Mstep: Class 10 contains 14491 members 
Mstep: Class 11 contains 7965 members 
Mstep: Class 12 contains 18790 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3225 members 
Mstep: Class 15 contains 101702 members 
Mstep: Class 16 contains 185479 members 
Mstep: Class 17 contains 16476 members 
Mstep: Class 18 contains 83457 members 
Mstep: Class 19 contains 25643 members 
Mstep: Class 20 contains 117221 members 
Mstep: Class 21 contains 44141 members 
Mstep: Class 22 contains 53118 members 
Mstep: Class 23 contains 10701 members 
Mstep: Class 24 contains 29167 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12859 members 
Mstep: Class 27 contains 11093 members 
Mstep: Class 28 contains 5665 members 
Mstep: Class 29 contains 12237 members 
Mstep: Class 30 contains 3278 members 
Mstep: Class 31 contains 6543 members 
Mstep: Class 32 contains 10932 members 
Mstep: Class 33 contains 54479 members 
Mstep: Class 34 contains 24252 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131039 members 
Mstep: Class 37 contains 225783 members 
Mstep: Class 38 contains 21483 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 883 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499680.000000 Penalty: 147473.906250
Iteration 410Q: 42 clusters Score -2.354997e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 8694 members 
Mstep: Class 3 contains 15401 members 
Mstep: Class 4 contains 183680 members 
Mstep: Class 5 contains 320861 members 
Mstep: Class 6 contains 8629 members 
Mstep: Class 7 contains 182534 members 
Mstep: Class 8 contains 16471 members 
Mstep: Class 9 contains 12383 members 
Mstep: Class 10 contains 14490 members 
Mstep: Class 11 contains 7965 members 
Mstep: Class 12 contains 18779 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3225 members 
Mstep: Class 15 contains 101702 members 
Mstep: Class 16 contains 185458 members 
Mstep: Class 17 contains 16477 members 
Mstep: Class 18 contains 83454 members 
Mstep: Class 19 contains 25642 members 
Mstep: Class 20 contains 117276 members 
Mstep: Class 21 contains 44140 members 
Mstep: Class 22 contains 53119 members 
Mstep: Class 23 contains 10702 members 
Mstep: Class 24 contains 29166 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12856 members 
Mstep: Class 27 contains 11094 members 
Mstep: Class 28 contains 5665 members 
Mstep: Class 29 contains 12240 members 
Mstep: Class 30 contains 3277 members 
Mstep: Class 31 contains 6547 members 
Mstep: Class 32 contains 10930 members 
Mstep: Class 33 contains 54479 members 
Mstep: Class 34 contains 24263 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131037 members 
Mstep: Class 37 contains 225739 members 
Mstep: Class 38 contains 21482 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 883 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499488.000000 Penalty: 147473.906250
Iteration 411Q: 42 clusters Score -2.354995e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 8694 members 
Mstep: Class 3 contains 15401 members 
Mstep: Class 4 contains 183680 members 
Mstep: Class 5 contains 320866 members 
Mstep: Class 6 contains 8629 members 
Mstep: Class 7 contains 182530 members 
Mstep: Class 8 contains 16471 members 
Mstep: Class 9 contains 12394 members 
Mstep: Class 10 contains 14486 members 
Mstep: Class 11 contains 7966 members 
Mstep: Class 12 contains 18778 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3225 members 
Mstep: Class 15 contains 101702 members 
Mstep: Class 16 contains 185435 members 
Mstep: Class 17 contains 16475 members 
Mstep: Class 18 contains 83452 members 
Mstep: Class 19 contains 25645 members 
Mstep: Class 20 contains 117318 members 
Mstep: Class 21 contains 44134 members 
Mstep: Class 22 contains 53110 members 
Mstep: Class 23 contains 10703 members 
Mstep: Class 24 contains 29168 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12857 members 
Mstep: Class 27 contains 11094 members 
Mstep: Class 28 contains 5665 members 
Mstep: Class 29 contains 12242 members 
Mstep: Class 30 contains 3276 members 
Mstep: Class 31 contains 6550 members 
Mstep: Class 32 contains 10930 members 
Mstep: Class 33 contains 54478 members 
Mstep: Class 34 contains 24272 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131039 members 
Mstep: Class 37 contains 225709 members 
Mstep: Class 38 contains 21482 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 883 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499472.000000 Penalty: 147473.906250
Iteration 412Q: 42 clusters Score -2.354995e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 8695 members 
Mstep: Class 3 contains 15398 members 
Mstep: Class 4 contains 183688 members 
Mstep: Class 5 contains 320859 members 
Mstep: Class 6 contains 8630 members 
Mstep: Class 7 contains 182532 members 
Mstep: Class 8 contains 16471 members 
Mstep: Class 9 contains 12404 members 
Mstep: Class 10 contains 14488 members 
Mstep: Class 11 contains 7966 members 
Mstep: Class 12 contains 18775 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3225 members 
Mstep: Class 15 contains 101702 members 
Mstep: Class 16 contains 185411 members 
Mstep: Class 17 contains 16473 members 
Mstep: Class 18 contains 83451 members 
Mstep: Class 19 contains 25647 members 
Mstep: Class 20 contains 117359 members 
Mstep: Class 21 contains 44132 members 
Mstep: Class 22 contains 53108 members 
Mstep: Class 23 contains 10705 members 
Mstep: Class 24 contains 29164 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12860 members 
Mstep: Class 27 contains 11094 members 
Mstep: Class 28 contains 5665 members 
Mstep: Class 29 contains 12240 members 
Mstep: Class 30 contains 3276 members 
Mstep: Class 31 contains 6549 members 
Mstep: Class 32 contains 10929 members 
Mstep: Class 33 contains 54478 members 
Mstep: Class 34 contains 24290 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131042 members 
Mstep: Class 37 contains 225668 members 
Mstep: Class 38 contains 21482 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 883 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499360.000000 Penalty: 147473.906250
Iteration 413Q: 42 clusters Score -2.354994e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 8697 members 
Mstep: Class 3 contains 15394 members 
Mstep: Class 4 contains 183699 members 
Mstep: Class 5 contains 320846 members 
Mstep: Class 6 contains 8629 members 
Mstep: Class 7 contains 182524 members 
Mstep: Class 8 contains 16472 members 
Mstep: Class 9 contains 12411 members 
Mstep: Class 10 contains 14490 members 
Mstep: Class 11 contains 7971 members 
Mstep: Class 12 contains 18770 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3225 members 
Mstep: Class 15 contains 101700 members 
Mstep: Class 16 contains 185396 members 
Mstep: Class 17 contains 16473 members 
Mstep: Class 18 contains 83449 members 
Mstep: Class 19 contains 25649 members 
Mstep: Class 20 contains 117416 members 
Mstep: Class 21 contains 44130 members 
Mstep: Class 22 contains 53111 members 
Mstep: Class 23 contains 10707 members 
Mstep: Class 24 contains 29163 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12860 members 
Mstep: Class 27 contains 11094 members 
Mstep: Class 28 contains 5665 members 
Mstep: Class 29 contains 12239 members 
Mstep: Class 30 contains 3276 members 
Mstep: Class 31 contains 6541 members 
Mstep: Class 32 contains 10928 members 
Mstep: Class 33 contains 54480 members 
Mstep: Class 34 contains 24302 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131039 members 
Mstep: Class 37 contains 225627 members 
Mstep: Class 38 contains 21482 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 883 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499376.000000 Penalty: 147473.906250
Iteration 414Q: 42 clusters Score -2.354994e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 8697 members 
Mstep: Class 3 contains 15394 members 
Mstep: Class 4 contains 183696 members 
Mstep: Class 5 contains 320846 members 
Mstep: Class 6 contains 8629 members 
Mstep: Class 7 contains 182508 members 
Mstep: Class 8 contains 16471 members 
Mstep: Class 9 contains 12415 members 
Mstep: Class 10 contains 14491 members 
Mstep: Class 11 contains 7971 members 
Mstep: Class 12 contains 18764 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3225 members 
Mstep: Class 15 contains 101700 members 
Mstep: Class 16 contains 185382 members 
Mstep: Class 17 contains 16474 members 
Mstep: Class 18 contains 83450 members 
Mstep: Class 19 contains 25650 members 
Mstep: Class 20 contains 117463 members 
Mstep: Class 21 contains 44132 members 
Mstep: Class 22 contains 53115 members 
Mstep: Class 23 contains 10709 members 
Mstep: Class 24 contains 29161 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12861 members 
Mstep: Class 27 contains 11095 members 
Mstep: Class 28 contains 5665 members 
Mstep: Class 29 contains 12237 members 
Mstep: Class 30 contains 3276 members 
Mstep: Class 31 contains 6534 members 
Mstep: Class 32 contains 10927 members 
Mstep: Class 33 contains 54479 members 
Mstep: Class 34 contains 24318 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131038 members 
Mstep: Class 37 contains 225595 members 
Mstep: Class 38 contains 21483 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 883 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499440.000000 Penalty: 147473.906250
Iteration 415Q: 42 clusters Score -2.354994e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 8697 members 
Mstep: Class 3 contains 15394 members 
Mstep: Class 4 contains 183687 members 
Mstep: Class 5 contains 320838 members 
Mstep: Class 6 contains 8631 members 
Mstep: Class 7 contains 182482 members 
Mstep: Class 8 contains 16471 members 
Mstep: Class 9 contains 12418 members 
Mstep: Class 10 contains 14490 members 
Mstep: Class 11 contains 7972 members 
Mstep: Class 12 contains 18761 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3226 members 
Mstep: Class 15 contains 101702 members 
Mstep: Class 16 contains 185371 members 
Mstep: Class 17 contains 16477 members 
Mstep: Class 18 contains 83448 members 
Mstep: Class 19 contains 25651 members 
Mstep: Class 20 contains 117517 members 
Mstep: Class 21 contains 44134 members 
Mstep: Class 22 contains 53118 members 
Mstep: Class 23 contains 10710 members 
Mstep: Class 24 contains 29158 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12860 members 
Mstep: Class 27 contains 11096 members 
Mstep: Class 28 contains 5665 members 
Mstep: Class 29 contains 12237 members 
Mstep: Class 30 contains 3276 members 
Mstep: Class 31 contains 6534 members 
Mstep: Class 32 contains 10929 members 
Mstep: Class 33 contains 54481 members 
Mstep: Class 34 contains 24339 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131038 members 
Mstep: Class 37 contains 225560 members 
Mstep: Class 38 contains 21482 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 882 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499152.000000 Penalty: 147473.906250
Iteration 416Q: 42 clusters Score -2.354992e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 8694 members 
Mstep: Class 3 contains 15394 members 
Mstep: Class 4 contains 183687 members 
Mstep: Class 5 contains 320834 members 
Mstep: Class 6 contains 8631 members 
Mstep: Class 7 contains 182461 members 
Mstep: Class 8 contains 16473 members 
Mstep: Class 9 contains 12426 members 
Mstep: Class 10 contains 14490 members 
Mstep: Class 11 contains 7971 members 
Mstep: Class 12 contains 18761 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3227 members 
Mstep: Class 15 contains 101700 members 
Mstep: Class 16 contains 185359 members 
Mstep: Class 17 contains 16477 members 
Mstep: Class 18 contains 83446 members 
Mstep: Class 19 contains 25653 members 
Mstep: Class 20 contains 117563 members 
Mstep: Class 21 contains 44131 members 
Mstep: Class 22 contains 53115 members 
Mstep: Class 23 contains 10711 members 
Mstep: Class 24 contains 29158 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12859 members 
Mstep: Class 27 contains 11097 members 
Mstep: Class 28 contains 5664 members 
Mstep: Class 29 contains 12237 members 
Mstep: Class 30 contains 3275 members 
Mstep: Class 31 contains 6528 members 
Mstep: Class 32 contains 10926 members 
Mstep: Class 33 contains 54480 members 
Mstep: Class 34 contains 24352 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131041 members 
Mstep: Class 37 contains 225543 members 
Mstep: Class 38 contains 21482 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 884 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499392.000000 Penalty: 147473.906250
Iteration 417Q: 42 clusters Score -2.354994e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 8695 members 
Mstep: Class 3 contains 15395 members 
Mstep: Class 4 contains 183680 members 
Mstep: Class 5 contains 320828 members 
Mstep: Class 6 contains 8631 members 
Mstep: Class 7 contains 182454 members 
Mstep: Class 8 contains 16474 members 
Mstep: Class 9 contains 12430 members 
Mstep: Class 10 contains 14489 members 
Mstep: Class 11 contains 7972 members 
Mstep: Class 12 contains 18760 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3228 members 
Mstep: Class 15 contains 101699 members 
Mstep: Class 16 contains 185355 members 
Mstep: Class 17 contains 16476 members 
Mstep: Class 18 contains 83449 members 
Mstep: Class 19 contains 25654 members 
Mstep: Class 20 contains 117618 members 
Mstep: Class 21 contains 44130 members 
Mstep: Class 22 contains 53108 members 
Mstep: Class 23 contains 10714 members 
Mstep: Class 24 contains 29158 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12857 members 
Mstep: Class 27 contains 11098 members 
Mstep: Class 28 contains 5664 members 
Mstep: Class 29 contains 12238 members 
Mstep: Class 30 contains 3276 members 
Mstep: Class 31 contains 6527 members 
Mstep: Class 32 contains 10925 members 
Mstep: Class 33 contains 54479 members 
Mstep: Class 34 contains 24362 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131042 members 
Mstep: Class 37 contains 225499 members 
Mstep: Class 38 contains 21481 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 884 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499600.000000 Penalty: 147473.906250
Iteration 418Q: 42 clusters Score -2.354996e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 8697 members 
Mstep: Class 3 contains 15393 members 
Mstep: Class 4 contains 183675 members 
Mstep: Class 5 contains 320825 members 
Mstep: Class 6 contains 8632 members 
Mstep: Class 7 contains 182443 members 
Mstep: Class 8 contains 16474 members 
Mstep: Class 9 contains 12434 members 
Mstep: Class 10 contains 14491 members 
Mstep: Class 11 contains 7977 members 
Mstep: Class 12 contains 18756 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3229 members 
Mstep: Class 15 contains 101698 members 
Mstep: Class 16 contains 185347 members 
Mstep: Class 17 contains 16476 members 
Mstep: Class 18 contains 83452 members 
Mstep: Class 19 contains 25656 members 
Mstep: Class 20 contains 117651 members 
Mstep: Class 21 contains 44133 members 
Mstep: Class 22 contains 53107 members 
Mstep: Class 23 contains 10715 members 
Mstep: Class 24 contains 29159 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12857 members 
Mstep: Class 27 contains 11098 members 
Mstep: Class 28 contains 5663 members 
Mstep: Class 29 contains 12237 members 
Mstep: Class 30 contains 3276 members 
Mstep: Class 31 contains 6523 members 
Mstep: Class 32 contains 10924 members 
Mstep: Class 33 contains 54476 members 
Mstep: Class 34 contains 24383 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131044 members 
Mstep: Class 37 contains 225463 members 
Mstep: Class 38 contains 21481 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 884 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499600.000000 Penalty: 147473.906250
Iteration 419Q: 42 clusters Score -2.354996e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 8698 members 
Mstep: Class 3 contains 15392 members 
Mstep: Class 4 contains 183665 members 
Mstep: Class 5 contains 320823 members 
Mstep: Class 6 contains 8634 members 
Mstep: Class 7 contains 182435 members 
Mstep: Class 8 contains 16472 members 
Mstep: Class 9 contains 12436 members 
Mstep: Class 10 contains 14492 members 
Mstep: Class 11 contains 7981 members 
Mstep: Class 12 contains 18752 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3233 members 
Mstep: Class 15 contains 101700 members 
Mstep: Class 16 contains 185334 members 
Mstep: Class 17 contains 16476 members 
Mstep: Class 18 contains 83457 members 
Mstep: Class 19 contains 25658 members 
Mstep: Class 20 contains 117696 members 
Mstep: Class 21 contains 44133 members 
Mstep: Class 22 contains 53112 members 
Mstep: Class 23 contains 10716 members 
Mstep: Class 24 contains 29159 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12857 members 
Mstep: Class 27 contains 11098 members 
Mstep: Class 28 contains 5663 members 
Mstep: Class 29 contains 12237 members 
Mstep: Class 30 contains 3276 members 
Mstep: Class 31 contains 6523 members 
Mstep: Class 32 contains 10923 members 
Mstep: Class 33 contains 54475 members 
Mstep: Class 34 contains 24400 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131044 members 
Mstep: Class 37 contains 225410 members 
Mstep: Class 38 contains 21483 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 885 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499504.000000 Penalty: 147473.906250
Iteration 420F: 42 clusters Score -2.354995e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 8698 members 
Mstep: Class 3 contains 15391 members 
Mstep: Class 4 contains 183644 members 
Mstep: Class 5 contains 320827 members 
Mstep: Class 6 contains 8634 members 
Mstep: Class 7 contains 182436 members 
Mstep: Class 8 contains 16471 members 
Mstep: Class 9 contains 12437 members 
Mstep: Class 10 contains 14492 members 
Mstep: Class 11 contains 7981 members 
Mstep: Class 12 contains 18752 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3233 members 
Mstep: Class 15 contains 101700 members 
Mstep: Class 16 contains 185328 members 
Mstep: Class 17 contains 16475 members 
Mstep: Class 18 contains 83457 members 
Mstep: Class 19 contains 25662 members 
Mstep: Class 20 contains 117747 members 
Mstep: Class 21 contains 44135 members 
Mstep: Class 22 contains 53116 members 
Mstep: Class 23 contains 10718 members 
Mstep: Class 24 contains 29158 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12857 members 
Mstep: Class 27 contains 11096 members 
Mstep: Class 28 contains 5662 members 
Mstep: Class 29 contains 12237 members 
Mstep: Class 30 contains 3272 members 
Mstep: Class 31 contains 6525 members 
Mstep: Class 32 contains 10924 members 
Mstep: Class 33 contains 54473 members 
Mstep: Class 34 contains 24420 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131044 members 
Mstep: Class 37 contains 225355 members 
Mstep: Class 38 contains 21482 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 888 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499888.000000 Penalty: 147473.906250
Iteration 421Q: 42 clusters Score -2.354999e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 8696 members 
Mstep: Class 3 contains 15391 members 
Mstep: Class 4 contains 183619 members 
Mstep: Class 5 contains 320830 members 
Mstep: Class 6 contains 8634 members 
Mstep: Class 7 contains 182464 members 
Mstep: Class 8 contains 16468 members 
Mstep: Class 9 contains 12442 members 
Mstep: Class 10 contains 14492 members 
Mstep: Class 11 contains 7980 members 
Mstep: Class 12 contains 18752 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3233 members 
Mstep: Class 15 contains 101698 members 
Mstep: Class 16 contains 185311 members 
Mstep: Class 17 contains 16473 members 
Mstep: Class 18 contains 83458 members 
Mstep: Class 19 contains 25661 members 
Mstep: Class 20 contains 117775 members 
Mstep: Class 21 contains 44142 members 
Mstep: Class 22 contains 53115 members 
Mstep: Class 23 contains 10721 members 
Mstep: Class 24 contains 29153 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12857 members 
Mstep: Class 27 contains 11092 members 
Mstep: Class 28 contains 5660 members 
Mstep: Class 29 contains 12235 members 
Mstep: Class 30 contains 3292 members 
Mstep: Class 31 contains 6522 members 
Mstep: Class 32 contains 10925 members 
Mstep: Class 33 contains 54474 members 
Mstep: Class 34 contains 24433 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131045 members 
Mstep: Class 37 contains 225309 members 
Mstep: Class 38 contains 21482 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 892 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499904.000000 Penalty: 147473.906250
Iteration 422Q: 42 clusters Score -2.354999e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 8696 members 
Mstep: Class 3 contains 15389 members 
Mstep: Class 4 contains 183604 members 
Mstep: Class 5 contains 320831 members 
Mstep: Class 6 contains 8634 members 
Mstep: Class 7 contains 182469 members 
Mstep: Class 8 contains 16465 members 
Mstep: Class 9 contains 12443 members 
Mstep: Class 10 contains 14491 members 
Mstep: Class 11 contains 7980 members 
Mstep: Class 12 contains 18749 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3233 members 
Mstep: Class 15 contains 101695 members 
Mstep: Class 16 contains 185299 members 
Mstep: Class 17 contains 16472 members 
Mstep: Class 18 contains 83460 members 
Mstep: Class 19 contains 25662 members 
Mstep: Class 20 contains 117810 members 
Mstep: Class 21 contains 44145 members 
Mstep: Class 22 contains 53109 members 
Mstep: Class 23 contains 10724 members 
Mstep: Class 24 contains 29151 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12856 members 
Mstep: Class 27 contains 11089 members 
Mstep: Class 28 contains 5657 members 
Mstep: Class 29 contains 12234 members 
Mstep: Class 30 contains 3309 members 
Mstep: Class 31 contains 6524 members 
Mstep: Class 32 contains 10924 members 
Mstep: Class 33 contains 54475 members 
Mstep: Class 34 contains 24443 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131047 members 
Mstep: Class 37 contains 225283 members 
Mstep: Class 38 contains 21481 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 892 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500016.000000 Penalty: 147473.906250
Iteration 423Q: 42 clusters Score -2.355e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 8697 members 
Mstep: Class 3 contains 15389 members 
Mstep: Class 4 contains 183581 members 
Mstep: Class 5 contains 320833 members 
Mstep: Class 6 contains 8634 members 
Mstep: Class 7 contains 182460 members 
Mstep: Class 8 contains 16467 members 
Mstep: Class 9 contains 12446 members 
Mstep: Class 10 contains 14487 members 
Mstep: Class 11 contains 7975 members 
Mstep: Class 12 contains 18746 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3233 members 
Mstep: Class 15 contains 101698 members 
Mstep: Class 16 contains 185297 members 
Mstep: Class 17 contains 16471 members 
Mstep: Class 18 contains 83462 members 
Mstep: Class 19 contains 25665 members 
Mstep: Class 20 contains 117855 members 
Mstep: Class 21 contains 44148 members 
Mstep: Class 22 contains 53110 members 
Mstep: Class 23 contains 10725 members 
Mstep: Class 24 contains 29150 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12857 members 
Mstep: Class 27 contains 11088 members 
Mstep: Class 28 contains 5654 members 
Mstep: Class 29 contains 12233 members 
Mstep: Class 30 contains 3325 members 
Mstep: Class 31 contains 6522 members 
Mstep: Class 32 contains 10923 members 
Mstep: Class 33 contains 54478 members 
Mstep: Class 34 contains 24447 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131043 members 
Mstep: Class 37 contains 225256 members 
Mstep: Class 38 contains 21478 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 892 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499824.000000 Penalty: 147473.906250
Iteration 424Q: 42 clusters Score -2.354998e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 8698 members 
Mstep: Class 3 contains 15389 members 
Mstep: Class 4 contains 183565 members 
Mstep: Class 5 contains 320842 members 
Mstep: Class 6 contains 8634 members 
Mstep: Class 7 contains 182444 members 
Mstep: Class 8 contains 16467 members 
Mstep: Class 9 contains 12452 members 
Mstep: Class 10 contains 14484 members 
Mstep: Class 11 contains 7971 members 
Mstep: Class 12 contains 18739 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3235 members 
Mstep: Class 15 contains 101702 members 
Mstep: Class 16 contains 185298 members 
Mstep: Class 17 contains 16472 members 
Mstep: Class 18 contains 83462 members 
Mstep: Class 19 contains 25664 members 
Mstep: Class 20 contains 117896 members 
Mstep: Class 21 contains 44151 members 
Mstep: Class 22 contains 53117 members 
Mstep: Class 23 contains 10723 members 
Mstep: Class 24 contains 29150 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12855 members 
Mstep: Class 27 contains 11088 members 
Mstep: Class 28 contains 5653 members 
Mstep: Class 29 contains 12233 members 
Mstep: Class 30 contains 3335 members 
Mstep: Class 31 contains 6518 members 
Mstep: Class 32 contains 10923 members 
Mstep: Class 33 contains 54483 members 
Mstep: Class 34 contains 24450 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131038 members 
Mstep: Class 37 contains 225228 members 
Mstep: Class 38 contains 21474 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 892 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499968.000000 Penalty: 147473.906250
Iteration 425Q: 42 clusters Score -2.355e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 8697 members 
Mstep: Class 3 contains 15388 members 
Mstep: Class 4 contains 183550 members 
Mstep: Class 5 contains 320853 members 
Mstep: Class 6 contains 8636 members 
Mstep: Class 7 contains 182419 members 
Mstep: Class 8 contains 16470 members 
Mstep: Class 9 contains 12454 members 
Mstep: Class 10 contains 14482 members 
Mstep: Class 11 contains 7967 members 
Mstep: Class 12 contains 18733 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3235 members 
Mstep: Class 15 contains 101705 members 
Mstep: Class 16 contains 185295 members 
Mstep: Class 17 contains 16471 members 
Mstep: Class 18 contains 83466 members 
Mstep: Class 19 contains 25664 members 
Mstep: Class 20 contains 117938 members 
Mstep: Class 21 contains 44150 members 
Mstep: Class 22 contains 53120 members 
Mstep: Class 23 contains 10726 members 
Mstep: Class 24 contains 29152 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12853 members 
Mstep: Class 27 contains 11088 members 
Mstep: Class 28 contains 5651 members 
Mstep: Class 29 contains 12233 members 
Mstep: Class 30 contains 3341 members 
Mstep: Class 31 contains 6515 members 
Mstep: Class 32 contains 10923 members 
Mstep: Class 33 contains 54485 members 
Mstep: Class 34 contains 24456 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131035 members 
Mstep: Class 37 contains 225212 members 
Mstep: Class 38 contains 21470 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 892 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500288.000000 Penalty: 147473.906250
Iteration 426Q: 42 clusters Score -2.355003e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 8697 members 
Mstep: Class 3 contains 15385 members 
Mstep: Class 4 contains 183541 members 
Mstep: Class 5 contains 320865 members 
Mstep: Class 6 contains 8637 members 
Mstep: Class 7 contains 182394 members 
Mstep: Class 8 contains 16473 members 
Mstep: Class 9 contains 12463 members 
Mstep: Class 10 contains 14485 members 
Mstep: Class 11 contains 7964 members 
Mstep: Class 12 contains 18730 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3236 members 
Mstep: Class 15 contains 101705 members 
Mstep: Class 16 contains 185293 members 
Mstep: Class 17 contains 16471 members 
Mstep: Class 18 contains 83467 members 
Mstep: Class 19 contains 25664 members 
Mstep: Class 20 contains 117986 members 
Mstep: Class 21 contains 44152 members 
Mstep: Class 22 contains 53114 members 
Mstep: Class 23 contains 10728 members 
Mstep: Class 24 contains 29150 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12852 members 
Mstep: Class 27 contains 11088 members 
Mstep: Class 28 contains 5652 members 
Mstep: Class 29 contains 12232 members 
Mstep: Class 30 contains 3341 members 
Mstep: Class 31 contains 6507 members 
Mstep: Class 32 contains 10923 members 
Mstep: Class 33 contains 54483 members 
Mstep: Class 34 contains 24459 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131032 members 
Mstep: Class 37 contains 225193 members 
Mstep: Class 38 contains 21472 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 892 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500112.000000 Penalty: 147473.906250
Iteration 427Q: 42 clusters Score -2.355001e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 8697 members 
Mstep: Class 3 contains 15383 members 
Mstep: Class 4 contains 183545 members 
Mstep: Class 5 contains 320867 members 
Mstep: Class 6 contains 8639 members 
Mstep: Class 7 contains 182365 members 
Mstep: Class 8 contains 16473 members 
Mstep: Class 9 contains 12467 members 
Mstep: Class 10 contains 14486 members 
Mstep: Class 11 contains 7962 members 
Mstep: Class 12 contains 18724 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3237 members 
Mstep: Class 15 contains 101705 members 
Mstep: Class 16 contains 185275 members 
Mstep: Class 17 contains 16470 members 
Mstep: Class 18 contains 83469 members 
Mstep: Class 19 contains 25663 members 
Mstep: Class 20 contains 118029 members 
Mstep: Class 21 contains 44155 members 
Mstep: Class 22 contains 53115 members 
Mstep: Class 23 contains 10733 members 
Mstep: Class 24 contains 29151 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12851 members 
Mstep: Class 27 contains 11091 members 
Mstep: Class 28 contains 5652 members 
Mstep: Class 29 contains 12235 members 
Mstep: Class 30 contains 3341 members 
Mstep: Class 31 contains 6507 members 
Mstep: Class 32 contains 10921 members 
Mstep: Class 33 contains 54483 members 
Mstep: Class 34 contains 24462 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131026 members 
Mstep: Class 37 contains 225186 members 
Mstep: Class 38 contains 21470 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 892 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500160.000000 Penalty: 147473.906250
Iteration 428Q: 42 clusters Score -2.355002e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 8697 members 
Mstep: Class 3 contains 15382 members 
Mstep: Class 4 contains 183535 members 
Mstep: Class 5 contains 320864 members 
Mstep: Class 6 contains 8638 members 
Mstep: Class 7 contains 182358 members 
Mstep: Class 8 contains 16474 members 
Mstep: Class 9 contains 12472 members 
Mstep: Class 10 contains 14485 members 
Mstep: Class 11 contains 7959 members 
Mstep: Class 12 contains 18712 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3237 members 
Mstep: Class 15 contains 101708 members 
Mstep: Class 16 contains 185261 members 
Mstep: Class 17 contains 16470 members 
Mstep: Class 18 contains 83471 members 
Mstep: Class 19 contains 25662 members 
Mstep: Class 20 contains 118064 members 
Mstep: Class 21 contains 44159 members 
Mstep: Class 22 contains 53115 members 
Mstep: Class 23 contains 10741 members 
Mstep: Class 24 contains 29151 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12850 members 
Mstep: Class 27 contains 11092 members 
Mstep: Class 28 contains 5652 members 
Mstep: Class 29 contains 12237 members 
Mstep: Class 30 contains 3342 members 
Mstep: Class 31 contains 6511 members 
Mstep: Class 32 contains 10921 members 
Mstep: Class 33 contains 54483 members 
Mstep: Class 34 contains 24469 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131023 members 
Mstep: Class 37 contains 225174 members 
Mstep: Class 38 contains 21465 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 892 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500192.000000 Penalty: 147473.906250
Iteration 429Q: 42 clusters Score -2.355002e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 8697 members 
Mstep: Class 3 contains 15381 members 
Mstep: Class 4 contains 183535 members 
Mstep: Class 5 contains 320860 members 
Mstep: Class 6 contains 8638 members 
Mstep: Class 7 contains 182354 members 
Mstep: Class 8 contains 16473 members 
Mstep: Class 9 contains 12481 members 
Mstep: Class 10 contains 14483 members 
Mstep: Class 11 contains 7954 members 
Mstep: Class 12 contains 18708 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3237 members 
Mstep: Class 15 contains 101714 members 
Mstep: Class 16 contains 185251 members 
Mstep: Class 17 contains 16470 members 
Mstep: Class 18 contains 83470 members 
Mstep: Class 19 contains 25662 members 
Mstep: Class 20 contains 118084 members 
Mstep: Class 21 contains 44163 members 
Mstep: Class 22 contains 53113 members 
Mstep: Class 23 contains 10742 members 
Mstep: Class 24 contains 29150 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12850 members 
Mstep: Class 27 contains 11093 members 
Mstep: Class 28 contains 5652 members 
Mstep: Class 29 contains 12237 members 
Mstep: Class 30 contains 3346 members 
Mstep: Class 31 contains 6510 members 
Mstep: Class 32 contains 10921 members 
Mstep: Class 33 contains 54484 members 
Mstep: Class 34 contains 24477 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131018 members 
Mstep: Class 37 contains 225165 members 
Mstep: Class 38 contains 21461 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 892 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500192.000000 Penalty: 147473.906250
Iteration 430Q: 42 clusters Score -2.355002e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 8697 members 
Mstep: Class 3 contains 15378 members 
Mstep: Class 4 contains 183542 members 
Mstep: Class 5 contains 320861 members 
Mstep: Class 6 contains 8639 members 
Mstep: Class 7 contains 182329 members 
Mstep: Class 8 contains 16475 members 
Mstep: Class 9 contains 12489 members 
Mstep: Class 10 contains 14485 members 
Mstep: Class 11 contains 7950 members 
Mstep: Class 12 contains 18702 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3237 members 
Mstep: Class 15 contains 101715 members 
Mstep: Class 16 contains 185243 members 
Mstep: Class 17 contains 16468 members 
Mstep: Class 18 contains 83475 members 
Mstep: Class 19 contains 25661 members 
Mstep: Class 20 contains 118097 members 
Mstep: Class 21 contains 44161 members 
Mstep: Class 22 contains 53110 members 
Mstep: Class 23 contains 10741 members 
Mstep: Class 24 contains 29148 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12850 members 
Mstep: Class 27 contains 11094 members 
Mstep: Class 28 contains 5652 members 
Mstep: Class 29 contains 12236 members 
Mstep: Class 30 contains 3348 members 
Mstep: Class 31 contains 6509 members 
Mstep: Class 32 contains 10921 members 
Mstep: Class 33 contains 54486 members 
Mstep: Class 34 contains 24486 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131021 members 
Mstep: Class 37 contains 225166 members 
Mstep: Class 38 contains 21461 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 892 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500096.000000 Penalty: 147473.906250
Iteration 431Q: 42 clusters Score -2.355001e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 8699 members 
Mstep: Class 3 contains 15376 members 
Mstep: Class 4 contains 183540 members 
Mstep: Class 5 contains 320855 members 
Mstep: Class 6 contains 8639 members 
Mstep: Class 7 contains 182316 members 
Mstep: Class 8 contains 16477 members 
Mstep: Class 9 contains 12494 members 
Mstep: Class 10 contains 14483 members 
Mstep: Class 11 contains 7950 members 
Mstep: Class 12 contains 18698 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3237 members 
Mstep: Class 15 contains 101715 members 
Mstep: Class 16 contains 185235 members 
Mstep: Class 17 contains 16465 members 
Mstep: Class 18 contains 83477 members 
Mstep: Class 19 contains 25660 members 
Mstep: Class 20 contains 118119 members 
Mstep: Class 21 contains 44161 members 
Mstep: Class 22 contains 53106 members 
Mstep: Class 23 contains 10742 members 
Mstep: Class 24 contains 29147 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12849 members 
Mstep: Class 27 contains 11095 members 
Mstep: Class 28 contains 5651 members 
Mstep: Class 29 contains 12236 members 
Mstep: Class 30 contains 3349 members 
Mstep: Class 31 contains 6506 members 
Mstep: Class 32 contains 10922 members 
Mstep: Class 33 contains 54485 members 
Mstep: Class 34 contains 24496 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131020 members 
Mstep: Class 37 contains 225173 members 
Mstep: Class 38 contains 21460 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 892 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500048.000000 Penalty: 147473.906250
Iteration 432Q: 42 clusters Score -2.355e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 8701 members 
Mstep: Class 3 contains 15372 members 
Mstep: Class 4 contains 183541 members 
Mstep: Class 5 contains 320855 members 
Mstep: Class 6 contains 8639 members 
Mstep: Class 7 contains 182285 members 
Mstep: Class 8 contains 16479 members 
Mstep: Class 9 contains 12496 members 
Mstep: Class 10 contains 14482 members 
Mstep: Class 11 contains 7953 members 
Mstep: Class 12 contains 18697 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3237 members 
Mstep: Class 15 contains 101712 members 
Mstep: Class 16 contains 185224 members 
Mstep: Class 17 contains 16464 members 
Mstep: Class 18 contains 83482 members 
Mstep: Class 19 contains 25664 members 
Mstep: Class 20 contains 118141 members 
Mstep: Class 21 contains 44161 members 
Mstep: Class 22 contains 53102 members 
Mstep: Class 23 contains 10743 members 
Mstep: Class 24 contains 29145 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12849 members 
Mstep: Class 27 contains 11095 members 
Mstep: Class 28 contains 5651 members 
Mstep: Class 29 contains 12235 members 
Mstep: Class 30 contains 3350 members 
Mstep: Class 31 contains 6504 members 
Mstep: Class 32 contains 10922 members 
Mstep: Class 33 contains 54484 members 
Mstep: Class 34 contains 24502 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131019 members 
Mstep: Class 37 contains 225187 members 
Mstep: Class 38 contains 21460 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 892 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499888.000000 Penalty: 147473.906250
Iteration 433Q: 42 clusters Score -2.354999e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 8699 members 
Mstep: Class 3 contains 15365 members 
Mstep: Class 4 contains 183542 members 
Mstep: Class 5 contains 320856 members 
Mstep: Class 6 contains 8640 members 
Mstep: Class 7 contains 182263 members 
Mstep: Class 8 contains 16479 members 
Mstep: Class 9 contains 12499 members 
Mstep: Class 10 contains 14480 members 
Mstep: Class 11 contains 7958 members 
Mstep: Class 12 contains 18694 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3237 members 
Mstep: Class 15 contains 101711 members 
Mstep: Class 16 contains 185219 members 
Mstep: Class 17 contains 16465 members 
Mstep: Class 18 contains 83482 members 
Mstep: Class 19 contains 25668 members 
Mstep: Class 20 contains 118158 members 
Mstep: Class 21 contains 44160 members 
Mstep: Class 22 contains 53100 members 
Mstep: Class 23 contains 10741 members 
Mstep: Class 24 contains 29140 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12851 members 
Mstep: Class 27 contains 11095 members 
Mstep: Class 28 contains 5651 members 
Mstep: Class 29 contains 12236 members 
Mstep: Class 30 contains 3352 members 
Mstep: Class 31 contains 6500 members 
Mstep: Class 32 contains 10923 members 
Mstep: Class 33 contains 54482 members 
Mstep: Class 34 contains 24511 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131015 members 
Mstep: Class 37 contains 225202 members 
Mstep: Class 38 contains 21459 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 892 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499840.000000 Penalty: 147473.906250
Iteration 434Q: 42 clusters Score -2.354998e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 8699 members 
Mstep: Class 3 contains 15358 members 
Mstep: Class 4 contains 183544 members 
Mstep: Class 5 contains 320863 members 
Mstep: Class 6 contains 8640 members 
Mstep: Class 7 contains 182221 members 
Mstep: Class 8 contains 16478 members 
Mstep: Class 9 contains 12504 members 
Mstep: Class 10 contains 14481 members 
Mstep: Class 11 contains 7962 members 
Mstep: Class 12 contains 18692 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3237 members 
Mstep: Class 15 contains 101711 members 
Mstep: Class 16 contains 185220 members 
Mstep: Class 17 contains 16468 members 
Mstep: Class 18 contains 83482 members 
Mstep: Class 19 contains 25669 members 
Mstep: Class 20 contains 118175 members 
Mstep: Class 21 contains 44162 members 
Mstep: Class 22 contains 53096 members 
Mstep: Class 23 contains 10738 members 
Mstep: Class 24 contains 29138 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12852 members 
Mstep: Class 27 contains 11094 members 
Mstep: Class 28 contains 5651 members 
Mstep: Class 29 contains 12236 members 
Mstep: Class 30 contains 3354 members 
Mstep: Class 31 contains 6492 members 
Mstep: Class 32 contains 10926 members 
Mstep: Class 33 contains 54484 members 
Mstep: Class 34 contains 24520 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131017 members 
Mstep: Class 37 contains 225210 members 
Mstep: Class 38 contains 21459 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 892 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499984.000000 Penalty: 147473.906250
Iteration 435Q: 42 clusters Score -2.355e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 8699 members 
Mstep: Class 3 contains 15354 members 
Mstep: Class 4 contains 183539 members 
Mstep: Class 5 contains 320871 members 
Mstep: Class 6 contains 8641 members 
Mstep: Class 7 contains 182203 members 
Mstep: Class 8 contains 16480 members 
Mstep: Class 9 contains 12513 members 
Mstep: Class 10 contains 14480 members 
Mstep: Class 11 contains 7962 members 
Mstep: Class 12 contains 18687 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3236 members 
Mstep: Class 15 contains 101708 members 
Mstep: Class 16 contains 185226 members 
Mstep: Class 17 contains 16467 members 
Mstep: Class 18 contains 83485 members 
Mstep: Class 19 contains 25668 members 
Mstep: Class 20 contains 118198 members 
Mstep: Class 21 contains 44162 members 
Mstep: Class 22 contains 53091 members 
Mstep: Class 23 contains 10738 members 
Mstep: Class 24 contains 29138 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12852 members 
Mstep: Class 27 contains 11095 members 
Mstep: Class 28 contains 5651 members 
Mstep: Class 29 contains 12235 members 
Mstep: Class 30 contains 3356 members 
Mstep: Class 31 contains 6484 members 
Mstep: Class 32 contains 10926 members 
Mstep: Class 33 contains 54483 members 
Mstep: Class 34 contains 24534 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131015 members 
Mstep: Class 37 contains 225194 members 
Mstep: Class 38 contains 21462 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 892 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499920.000000 Penalty: 147473.906250
Iteration 436Q: 42 clusters Score -2.354999e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 8702 members 
Mstep: Class 3 contains 15351 members 
Mstep: Class 4 contains 183538 members 
Mstep: Class 5 contains 320879 members 
Mstep: Class 6 contains 8642 members 
Mstep: Class 7 contains 182173 members 
Mstep: Class 8 contains 16485 members 
Mstep: Class 9 contains 12519 members 
Mstep: Class 10 contains 14479 members 
Mstep: Class 11 contains 7962 members 
Mstep: Class 12 contains 18685 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3236 members 
Mstep: Class 15 contains 101704 members 
Mstep: Class 16 contains 185232 members 
Mstep: Class 17 contains 16467 members 
Mstep: Class 18 contains 83483 members 
Mstep: Class 19 contains 25669 members 
Mstep: Class 20 contains 118226 members 
Mstep: Class 21 contains 44162 members 
Mstep: Class 22 contains 53091 members 
Mstep: Class 23 contains 10738 members 
Mstep: Class 24 contains 29134 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12852 members 
Mstep: Class 27 contains 11096 members 
Mstep: Class 28 contains 5652 members 
Mstep: Class 29 contains 12235 members 
Mstep: Class 30 contains 3357 members 
Mstep: Class 31 contains 6477 members 
Mstep: Class 32 contains 10927 members 
Mstep: Class 33 contains 54480 members 
Mstep: Class 34 contains 24549 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131011 members 
Mstep: Class 37 contains 225181 members 
Mstep: Class 38 contains 21460 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 891 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499808.000000 Penalty: 147473.906250
Iteration 437Q: 42 clusters Score -2.354998e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 8701 members 
Mstep: Class 3 contains 15351 members 
Mstep: Class 4 contains 183532 members 
Mstep: Class 5 contains 320881 members 
Mstep: Class 6 contains 8641 members 
Mstep: Class 7 contains 182145 members 
Mstep: Class 8 contains 16488 members 
Mstep: Class 9 contains 12523 members 
Mstep: Class 10 contains 14479 members 
Mstep: Class 11 contains 7965 members 
Mstep: Class 12 contains 18682 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3236 members 
Mstep: Class 15 contains 101705 members 
Mstep: Class 16 contains 185232 members 
Mstep: Class 17 contains 16468 members 
Mstep: Class 18 contains 83486 members 
Mstep: Class 19 contains 25671 members 
Mstep: Class 20 contains 118250 members 
Mstep: Class 21 contains 44158 members 
Mstep: Class 22 contains 53093 members 
Mstep: Class 23 contains 10739 members 
Mstep: Class 24 contains 29133 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12850 members 
Mstep: Class 27 contains 11098 members 
Mstep: Class 28 contains 5652 members 
Mstep: Class 29 contains 12232 members 
Mstep: Class 30 contains 3358 members 
Mstep: Class 31 contains 6468 members 
Mstep: Class 32 contains 10926 members 
Mstep: Class 33 contains 54478 members 
Mstep: Class 34 contains 24567 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131007 members 
Mstep: Class 37 contains 225181 members 
Mstep: Class 38 contains 21458 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 891 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499856.000000 Penalty: 147473.906250
Iteration 438Q: 42 clusters Score -2.354999e+08 nChanged 272
Entering ConstructFrom: 
Score: -235499856.000000 Penalty: 147473.906250
Entering ConstructFrom: 
Trying to split cluster 1 (6597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Entering Unmasked Estep 
Score: -805058.250000 Penalty: 2181.003906
	Iteration 0F: 2 clusters Score -805058.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -799562.937500 Penalty: 4362.007812
	Iteration 0F: 3 clusters Score -799562.9 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -801118.937500 Penalty: 4362.007812
	Iteration 1F: 3 clusters Score -801118.9 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -801585.250000 Penalty: 4362.007812
	Iteration 2F: 3 clusters Score -801585.2 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -802122.812500 Penalty: 4362.007812
	Iteration 3F: 3 clusters Score -802122.8 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -802629.375000 Penalty: 4362.007812
	Iteration 4F: 3 clusters Score -802629.4 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -803044.875000 Penalty: 4362.007812
	Iteration 5F: 3 clusters Score -803044.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -803379.687500 Penalty: 4362.007812
	Iteration 6F: 3 clusters Score -803379.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -803618.437500 Penalty: 4362.007812
	Iteration 7F: 3 clusters Score -803618.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -803802.562500 Penalty: 4362.007812
	Iteration 8Q: 3 clusters Score -803802.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -803929.000000 Penalty: 4362.007812
	Iteration 9Q: 3 clusters Score -803929 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -804024.437500 Penalty: 4362.007812
	Iteration 10Q: 3 clusters Score -804024.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -804102.375000 Penalty: 4362.007812
	Iteration 11Q: 3 clusters Score -804102.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -804145.312500 Penalty: 4362.007812
	Iteration 12Q: 3 clusters Score -804145.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -804179.687500 Penalty: 4362.007812
	Iteration 13Q: 3 clusters Score -804179.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -804218.312500 Penalty: 4362.007812
	Iteration 14Q: 3 clusters Score -804218.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -804245.812500 Penalty: 4362.007812
	Iteration 15Q: 3 clusters Score -804245.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -804272.812500 Penalty: 4362.007812
	Iteration 16Q: 3 clusters Score -804272.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -804302.187500 Penalty: 4362.007812
	Iteration 17Q: 3 clusters Score -804302.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -804325.062500 Penalty: 4362.007812
	Iteration 18Q: 3 clusters Score -804325.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -804342.750000 Penalty: 4362.007812
	Iteration 19Q: 3 clusters Score -804342.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -804352.187500 Penalty: 4362.007812
	Iteration 20F: 3 clusters Score -804352.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -804363.750000 Penalty: 4362.007812
	Iteration 21Q: 3 clusters Score -804363.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -804372.375000 Penalty: 4362.007812
	Iteration 22Q: 3 clusters Score -804372.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -804381.812500 Penalty: 4362.007812
	Iteration 23Q: 3 clusters Score -804381.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -804390.562500 Penalty: 4362.007812
	Iteration 24Q: 3 clusters Score -804390.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -804400.500000 Penalty: 4362.007812
	Iteration 25Q: 3 clusters Score -804400.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -804405.875000 Penalty: 4362.007812
	Iteration 26Q: 3 clusters Score -804405.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -804409.437500 Penalty: 4362.007812
	Iteration 27Q: 3 clusters Score -804409.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -804412.250000 Penalty: 4362.007812
	Iteration 28Q: 3 clusters Score -804412.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -804414.375000 Penalty: 4362.007812
	Iteration 29Q: 3 clusters Score -804414.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -804415.937500 Penalty: 4362.007812
	Iteration 30Q: 3 clusters Score -804415.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -804417.812500 Penalty: 4362.007812
	Iteration 31Q: 3 clusters Score -804417.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -804419.500000 Penalty: 4362.007812
	Iteration 32Q: 3 clusters Score -804419.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -804417.625000 Penalty: 4362.007812
	Iteration 33Q: 3 clusters Score -804417.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -804418.875000 Penalty: 4362.007812
	Iteration 34Q: 3 clusters Score -804418.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -804420.000000 Penalty: 4362.007812
	Iteration 35Q: 3 clusters Score -804420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -804420.000000 Penalty: 4362.007812
	Iteration 36F: 3 clusters Score -804420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Entering Unmasked Estep 
Score: -988835.937500 Penalty: 2249.656006
	Iteration 0F: 2 clusters Score -988835.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -981956.437500 Penalty: 4499.312012
	Iteration 0F: 3 clusters Score -981956.4 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -983828.250000 Penalty: 4499.312012
	Iteration 1F: 3 clusters Score -983828.2 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -984097.000000 Penalty: 4499.312012
	Iteration 2F: 3 clusters Score -984097 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -984289.500000 Penalty: 4499.312012
	Iteration 3F: 3 clusters Score -984289.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -984434.312500 Penalty: 4499.312012
	Iteration 4Q: 3 clusters Score -984434.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -984565.375000 Penalty: 4499.312012
	Iteration 5Q: 3 clusters Score -984565.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -984728.250000 Penalty: 4499.312012
	Iteration 6Q: 3 clusters Score -984728.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -984991.375000 Penalty: 4499.312012
	Iteration 7Q: 3 clusters Score -984991.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -985369.937500 Penalty: 4499.312012
	Iteration 8Q: 3 clusters Score -985369.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -985850.125000 Penalty: 4499.312012
	Iteration 9F: 3 clusters Score -985850.1 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -986401.937500 Penalty: 4499.312012
	Iteration 10F: 3 clusters Score -986401.9 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -986903.062500 Penalty: 4499.312012
	Iteration 11F: 3 clusters Score -986903.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -987322.750000 Penalty: 4499.312012
	Iteration 12F: 3 clusters Score -987322.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -987619.062500 Penalty: 4499.312012
	Iteration 13Q: 3 clusters Score -987619.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -987788.750000 Penalty: 4499.312012
	Iteration 14Q: 3 clusters Score -987788.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -987911.687500 Penalty: 4499.312012
	Iteration 15Q: 3 clusters Score -987911.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -988014.562500 Penalty: 4499.312012
	Iteration 16Q: 3 clusters Score -988014.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -988072.312500 Penalty: 4499.312012
	Iteration 17Q: 3 clusters Score -988072.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -988110.125000 Penalty: 4499.312012
	Iteration 18Q: 3 clusters Score -988110.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -988132.937500 Penalty: 4499.312012
	Iteration 19Q: 3 clusters Score -988132.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -988152.437500 Penalty: 4499.312012
	Iteration 20F: 3 clusters Score -988152.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -988168.375000 Penalty: 4499.312012
	Iteration 21Q: 3 clusters Score -988168.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -988182.875000 Penalty: 4499.312012
	Iteration 22Q: 3 clusters Score -988182.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -988197.250000 Penalty: 4499.312012
	Iteration 23Q: 3 clusters Score -988197.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -988213.687500 Penalty: 4499.312012
	Iteration 24Q: 3 clusters Score -988213.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -988221.500000 Penalty: 4499.312012
	Iteration 25Q: 3 clusters Score -988221.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -988232.062500 Penalty: 4499.312012
	Iteration 26Q: 3 clusters Score -988232.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -988240.312500 Penalty: 4499.312012
	Iteration 27Q: 3 clusters Score -988240.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -988247.500000 Penalty: 4499.312012
	Iteration 28Q: 3 clusters Score -988247.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -988252.562500 Penalty: 4499.312012
	Iteration 29Q: 3 clusters Score -988252.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -988256.187500 Penalty: 4499.312012
	Iteration 30Q: 3 clusters Score -988256.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -988256.937500 Penalty: 4499.312012
	Iteration 31Q: 3 clusters Score -988256.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -988258.687500 Penalty: 4499.312012
	Iteration 32Q: 3 clusters Score -988258.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -988259.812500 Penalty: 4499.312012
	Iteration 33Q: 3 clusters Score -988259.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -988263.125000 Penalty: 4499.312012
	Iteration 34Q: 3 clusters Score -988263.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -988263.125000 Penalty: 4499.312012
	Iteration 35Q: 3 clusters Score -988263.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -988262.437500 Penalty: 4499.312012
	Iteration 36Q: 3 clusters Score -988262.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -988262.187500 Penalty: 4499.312012
	Iteration 37Q: 3 clusters Score -988262.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -988261.875000 Penalty: 4499.312012
	Iteration 38Q: 3 clusters Score -988261.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -988261.875000 Penalty: 4499.312012
	Iteration 39F: 3 clusters Score -988261.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Entering Unmasked Estep 
Score: -1833647.250000 Penalty: 2390.456055
	Iteration 0F: 2 clusters Score -1833647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1822530.750000 Penalty: 4780.912109
	Iteration 0F: 3 clusters Score -1822531 nChanged 6654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1825953.500000 Penalty: 4780.912109
	Iteration 1F: 3 clusters Score -1825954 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1826338.625000 Penalty: 4780.912109
	Iteration 2F: 3 clusters Score -1826339 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1826664.875000 Penalty: 4780.912109
	Iteration 3F: 3 clusters Score -1826665 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1826958.875000 Penalty: 4780.912109
	Iteration 4Q: 3 clusters Score -1826959 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1827314.375000 Penalty: 4780.912109
	Iteration 5Q: 3 clusters Score -1827314 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1827753.000000 Penalty: 4780.912109
	Iteration 6F: 3 clusters Score -1827753 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1828225.000000 Penalty: 4780.912109
	Iteration 7F: 3 clusters Score -1828225 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1828690.625000 Penalty: 4780.912109
	Iteration 8F: 3 clusters Score -1828691 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1829100.250000 Penalty: 4780.912109
	Iteration 9Q: 3 clusters Score -1829100 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1829504.375000 Penalty: 4780.912109
	Iteration 10Q: 3 clusters Score -1829504 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1829866.750000 Penalty: 4780.912109
	Iteration 11Q: 3 clusters Score -1829867 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1830183.125000 Penalty: 4780.912109
	Iteration 12Q: 3 clusters Score -1830183 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1830447.000000 Penalty: 4780.912109
	Iteration 13Q: 3 clusters Score -1830447 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -1830676.125000 Penalty: 4780.912109
	Iteration 14Q: 3 clusters Score -1830676 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1830928.875000 Penalty: 4780.912109
	Iteration 15Q: 3 clusters Score -1830929 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -1831194.125000 Penalty: 4780.912109
	Iteration 16Q: 3 clusters Score -1831194 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -1831450.375000 Penalty: 4780.912109
	Iteration 17Q: 3 clusters Score -1831450 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -1831669.375000 Penalty: 4780.912109
	Iteration 18Q: 3 clusters Score -1831669 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -1831816.125000 Penalty: 4780.912109
	Iteration 19Q: 3 clusters Score -1831816 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -1831903.625000 Penalty: 4780.912109
	Iteration 20F: 3 clusters Score -1831904 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -1831958.750000 Penalty: 4780.912109
	Iteration 21Q: 3 clusters Score -1831959 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -1831986.375000 Penalty: 4780.912109
	Iteration 22Q: 3 clusters Score -1831986 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -1832012.625000 Penalty: 4780.912109
	Iteration 23Q: 3 clusters Score -1832013 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -1832029.375000 Penalty: 4780.912109
	Iteration 24Q: 3 clusters Score -1832029 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -1832048.375000 Penalty: 4780.912109
	Iteration 25Q: 3 clusters Score -1832048 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -1832051.875000 Penalty: 4780.912109
	Iteration 26Q: 3 clusters Score -1832052 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -1832063.500000 Penalty: 4780.912109
	Iteration 27Q: 3 clusters Score -1832064 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -1832072.375000 Penalty: 4780.912109
	Iteration 28Q: 3 clusters Score -1832072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -1832077.625000 Penalty: 4780.912109
	Iteration 29Q: 3 clusters Score -1832078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -1832083.375000 Penalty: 4780.912109
	Iteration 30Q: 3 clusters Score -1832083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -1832087.750000 Penalty: 4780.912109
	Iteration 31Q: 3 clusters Score -1832088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -1832089.750000 Penalty: 4780.912109
	Iteration 32Q: 3 clusters Score -1832090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -1832090.000000 Penalty: 4780.912109
	Iteration 33Q: 3 clusters Score -1832090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -1832090.250000 Penalty: 4780.912109
	Iteration 34Q: 3 clusters Score -1832090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -1832090.250000 Penalty: 4780.912109
	Iteration 35F: 3 clusters Score -1832090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (183520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183520 members 
Entering Unmasked Estep 
Score: -22413544.000000 Penalty: 3005.779541
	Iteration 0F: 2 clusters Score -2.241354e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91959 members 
Mstep: Class 2 contains 91561 members 
Entering Unmasked Estep 
Score: -22292194.000000 Penalty: 6011.559082
	Iteration 0F: 3 clusters Score -2.229219e+07 nChanged 88028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95527 members 
Mstep: Class 2 contains 87993 members 
Entering Unmasked Estep 
Score: -22343252.000000 Penalty: 6011.559082
	Iteration 1F: 3 clusters Score -2.234325e+07 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98084 members 
Mstep: Class 2 contains 85436 members 
Entering Unmasked Estep 
Score: -22344482.000000 Penalty: 6011.559082
	Iteration 2Q: 3 clusters Score -2.234448e+07 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102064 members 
Mstep: Class 2 contains 81456 members 
Entering Unmasked Estep 
Score: -22346442.000000 Penalty: 6011.559082
	Iteration 3Q: 3 clusters Score -2.234644e+07 nChanged 8115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108205 members 
Mstep: Class 2 contains 75315 members 
Entering Unmasked Estep 
Score: -22349672.000000 Penalty: 6011.559082
	Iteration 4Q: 3 clusters Score -2.234967e+07 nChanged 10630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117329 members 
Mstep: Class 2 contains 66191 members 
Entering Unmasked Estep 
Score: -22355528.000000 Penalty: 6011.559082
	Iteration 5F: 3 clusters Score -2.235553e+07 nChanged 13422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129681 members 
Mstep: Class 2 contains 53839 members 
Entering Unmasked Estep 
Score: -22364876.000000 Penalty: 6011.559082
	Iteration 6F: 3 clusters Score -2.236488e+07 nChanged 15001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143944 members 
Mstep: Class 2 contains 39576 members 
Entering Unmasked Estep 
Score: -22377564.000000 Penalty: 6011.559082
	Iteration 7F: 3 clusters Score -2.237756e+07 nChanged 13490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157068 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -22389700.000000 Penalty: 6011.559082
	Iteration 8F: 3 clusters Score -2.23897e+07 nChanged 9783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166671 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -22399138.000000 Penalty: 6011.559082
	Iteration 9F: 3 clusters Score -2.239914e+07 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172261 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -22404548.000000 Penalty: 6011.559082
	Iteration 10Q: 3 clusters Score -2.240455e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175005 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -22407642.000000 Penalty: 6011.559082
	Iteration 11Q: 3 clusters Score -2.240764e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176241 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -22408874.000000 Penalty: 6011.559082
	Iteration 12Q: 3 clusters Score -2.240887e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176933 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -22409630.000000 Penalty: 6011.559082
	Iteration 13Q: 3 clusters Score -2.240963e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177385 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -22410010.000000 Penalty: 6011.559082
	Iteration 14Q: 3 clusters Score -2.241001e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177716 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -22410370.000000 Penalty: 6011.559082
	Iteration 15Q: 3 clusters Score -2.241037e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177988 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -22410592.000000 Penalty: 6011.559082
	Iteration 16Q: 3 clusters Score -2.241059e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178210 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -22410836.000000 Penalty: 6011.559082
	Iteration 17Q: 3 clusters Score -2.241084e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178401 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -22410868.000000 Penalty: 6011.559082
	Iteration 18Q: 3 clusters Score -2.241087e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178551 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -22410942.000000 Penalty: 6011.559082
	Iteration 19Q: 3 clusters Score -2.241094e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178703 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -22410988.000000 Penalty: 6011.559082
	Iteration 20F: 3 clusters Score -2.241099e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178832 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -22411028.000000 Penalty: 6011.559082
	Iteration 21Q: 3 clusters Score -2.241103e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178953 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -22411038.000000 Penalty: 6011.559082
	Iteration 22Q: 3 clusters Score -2.241104e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179072 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -22411096.000000 Penalty: 6011.559082
	Iteration 23Q: 3 clusters Score -2.24111e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179183 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -22411092.000000 Penalty: 6011.559082
	Iteration 24Q: 3 clusters Score -2.241109e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179277 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -22411108.000000 Penalty: 6011.559082
	Iteration 25Q: 3 clusters Score -2.241111e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179358 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -22411132.000000 Penalty: 6011.559082
	Iteration 26Q: 3 clusters Score -2.241113e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179436 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -22411146.000000 Penalty: 6011.559082
	Iteration 27Q: 3 clusters Score -2.241115e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179509 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -22411194.000000 Penalty: 6011.559082
	Iteration 28Q: 3 clusters Score -2.241119e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179573 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -22411226.000000 Penalty: 6011.559082
	Iteration 29Q: 3 clusters Score -2.241123e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179614 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -22411202.000000 Penalty: 6011.559082
	Iteration 30Q: 3 clusters Score -2.24112e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179649 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -22411216.000000 Penalty: 6011.559082
	Iteration 31Q: 3 clusters Score -2.241122e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179696 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -22411218.000000 Penalty: 6011.559082
	Iteration 32Q: 3 clusters Score -2.241122e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179746 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -22411206.000000 Penalty: 6011.559082
	Iteration 33Q: 3 clusters Score -2.241121e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179791 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -22411196.000000 Penalty: 6011.559082
	Iteration 34Q: 3 clusters Score -2.24112e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179840 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -22411204.000000 Penalty: 6011.559082
	Iteration 35Q: 3 clusters Score -2.24112e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179889 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -22411208.000000 Penalty: 6011.559082
	Iteration 36Q: 3 clusters Score -2.241121e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179931 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -22411242.000000 Penalty: 6011.559082
	Iteration 37Q: 3 clusters Score -2.241124e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179970 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -22411246.000000 Penalty: 6011.559082
	Iteration 38Q: 3 clusters Score -2.241125e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179998 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -22411240.000000 Penalty: 6011.559082
	Iteration 39Q: 3 clusters Score -2.241124e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180028 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -22411254.000000 Penalty: 6011.559082
	Iteration 40F: 3 clusters Score -2.241125e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180060 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -22411252.000000 Penalty: 6011.559082
	Iteration 41Q: 3 clusters Score -2.241125e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180087 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -22411284.000000 Penalty: 6011.559082
	Iteration 42Q: 3 clusters Score -2.241128e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180112 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -22411290.000000 Penalty: 6011.559082
	Iteration 43Q: 3 clusters Score -2.241129e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180142 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -22411284.000000 Penalty: 6011.559082
	Iteration 44Q: 3 clusters Score -2.241128e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180171 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -22411284.000000 Penalty: 6011.559082
	Iteration 45Q: 3 clusters Score -2.241128e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180196 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -22411294.000000 Penalty: 6011.559082
	Iteration 46Q: 3 clusters Score -2.241129e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180212 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -22411302.000000 Penalty: 6011.559082
	Iteration 47Q: 3 clusters Score -2.24113e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180229 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -22411310.000000 Penalty: 6011.559082
	Iteration 48Q: 3 clusters Score -2.241131e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180241 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -22411312.000000 Penalty: 6011.559082
	Iteration 49Q: 3 clusters Score -2.241131e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180255 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -22411308.000000 Penalty: 6011.559082
	Iteration 50Q: 3 clusters Score -2.241131e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180263 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -22411306.000000 Penalty: 6011.559082
	Iteration 51Q: 3 clusters Score -2.241131e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180272 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -22411310.000000 Penalty: 6011.559082
	Iteration 52Q: 3 clusters Score -2.241131e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180274 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -22411294.000000 Penalty: 6011.559082
	Iteration 53Q: 3 clusters Score -2.241129e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180276 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -22411286.000000 Penalty: 6011.559082
	Iteration 54Q: 3 clusters Score -2.241129e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180278 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -22411288.000000 Penalty: 6011.559082
	Iteration 55Q: 3 clusters Score -2.241129e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180280 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -22411296.000000 Penalty: 6011.559082
	Iteration 56Q: 3 clusters Score -2.24113e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180282 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -22411280.000000 Penalty: 6011.559082
	Iteration 57Q: 3 clusters Score -2.241128e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180283 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -22411298.000000 Penalty: 6011.559082
	Iteration 58Q: 3 clusters Score -2.24113e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180283 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -22411298.000000 Penalty: 6011.559082
	Iteration 59F: 3 clusters Score -2.24113e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (320885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320885 members 
Entering Unmasked Estep 
Score: -39041896.000000 Penalty: 3144.351807
	Iteration 0F: 2 clusters Score -3.90419e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160687 members 
Mstep: Class 2 contains 160198 members 
Entering Unmasked Estep 
Score: -38857596.000000 Penalty: 6288.703613
	Iteration 0F: 3 clusters Score -3.88576e+07 nChanged 156083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160712 members 
Mstep: Class 2 contains 160173 members 
Entering Unmasked Estep 
Score: -38950660.000000 Penalty: 6288.703613
	Iteration 1F: 3 clusters Score -3.895066e+07 nChanged 8746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159950 members 
Mstep: Class 2 contains 160935 members 
Entering Unmasked Estep 
Score: -38952800.000000 Penalty: 6288.703613
	Iteration 2Q: 3 clusters Score -3.89528e+07 nChanged 9982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158668 members 
Mstep: Class 2 contains 162217 members 
Entering Unmasked Estep 
Score: -38955280.000000 Penalty: 6288.703613
	Iteration 3Q: 3 clusters Score -3.895528e+07 nChanged 11463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156639 members 
Mstep: Class 2 contains 164246 members 
Entering Unmasked Estep 
Score: -38959056.000000 Penalty: 6288.703613
	Iteration 4Q: 3 clusters Score -3.895906e+07 nChanged 13162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153937 members 
Mstep: Class 2 contains 166948 members 
Entering Unmasked Estep 
Score: -38963480.000000 Penalty: 6288.703613
	Iteration 5Q: 3 clusters Score -3.896348e+07 nChanged 14676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150727 members 
Mstep: Class 2 contains 170158 members 
Entering Unmasked Estep 
Score: -38968728.000000 Penalty: 6288.703613
	Iteration 6Q: 3 clusters Score -3.896873e+07 nChanged 15610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146969 members 
Mstep: Class 2 contains 173916 members 
Entering Unmasked Estep 
Score: -38974220.000000 Penalty: 6288.703613
	Iteration 7Q: 3 clusters Score -3.897422e+07 nChanged 15789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142548 members 
Mstep: Class 2 contains 178337 members 
Entering Unmasked Estep 
Score: -38979732.000000 Penalty: 6288.703613
	Iteration 8Q: 3 clusters Score -3.897973e+07 nChanged 15362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137356 members 
Mstep: Class 2 contains 183529 members 
Entering Unmasked Estep 
Score: -38984540.000000 Penalty: 6288.703613
	Iteration 9Q: 3 clusters Score -3.898454e+07 nChanged 14890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131330 members 
Mstep: Class 2 contains 189555 members 
Entering Unmasked Estep 
Score: -38989268.000000 Penalty: 6288.703613
	Iteration 10Q: 3 clusters Score -3.898927e+07 nChanged 14020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124630 members 
Mstep: Class 2 contains 196255 members 
Entering Unmasked Estep 
Score: -38992076.000000 Penalty: 6288.703613
	Iteration 11Q: 3 clusters Score -3.899208e+07 nChanged 12849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117359 members 
Mstep: Class 2 contains 203526 members 
Entering Unmasked Estep 
Score: -38993728.000000 Penalty: 6288.703613
	Iteration 12Q: 3 clusters Score -3.899373e+07 nChanged 11616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109399 members 
Mstep: Class 2 contains 211486 members 
Entering Unmasked Estep 
Score: -38995308.000000 Penalty: 6288.703613
	Iteration 13Q: 3 clusters Score -3.899531e+07 nChanged 10553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100806 members 
Mstep: Class 2 contains 220079 members 
Entering Unmasked Estep 
Score: -38996028.000000 Penalty: 6288.703613
	Iteration 14Q: 3 clusters Score -3.899603e+07 nChanged 10188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91432 members 
Mstep: Class 2 contains 229453 members 
Entering Unmasked Estep 
Score: -38996980.000000 Penalty: 6288.703613
	Iteration 15Q: 3 clusters Score -3.899698e+07 nChanged 10479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81195 members 
Mstep: Class 2 contains 239690 members 
Entering Unmasked Estep 
Score: -38998528.000000 Penalty: 6288.703613
	Iteration 16Q: 3 clusters Score -3.899853e+07 nChanged 11198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70025 members 
Mstep: Class 2 contains 250860 members 
Entering Unmasked Estep 
Score: -39001052.000000 Penalty: 6288.703613
	Iteration 17Q: 3 clusters Score -3.900105e+07 nChanged 12084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57943 members 
Mstep: Class 2 contains 262942 members 
Entering Unmasked Estep 
Score: -39004704.000000 Penalty: 6288.703613
	Iteration 18Q: 3 clusters Score -3.90047e+07 nChanged 12455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45488 members 
Mstep: Class 2 contains 275397 members 
Entering Unmasked Estep 
Score: -39009808.000000 Penalty: 6288.703613
	Iteration 19Q: 3 clusters Score -3.900981e+07 nChanged 12184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33304 members 
Mstep: Class 2 contains 287581 members 
Entering Unmasked Estep 
Score: -39016084.000000 Penalty: 6288.703613
	Iteration 20F: 3 clusters Score -3.901608e+07 nChanged 10913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 298494 members 
Entering Unmasked Estep 
Score: -39022608.000000 Penalty: 6288.703613
	Iteration 21Q: 3 clusters Score -3.902261e+07 nChanged 8461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 306955 members 
Entering Unmasked Estep 
Score: -39028796.000000 Penalty: 6288.703613
	Iteration 22Q: 3 clusters Score -3.90288e+07 nChanged 5731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 312686 members 
Entering Unmasked Estep 
Score: -39033184.000000 Penalty: 6288.703613
	Iteration 23Q: 3 clusters Score -3.903318e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 316192 members 
Entering Unmasked Estep 
Score: -39035948.000000 Penalty: 6288.703613
	Iteration 24Q: 3 clusters Score -3.903595e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 318113 members 
Entering Unmasked Estep 
Score: -39037344.000000 Penalty: 6288.703613
	Iteration 25Q: 3 clusters Score -3.903734e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 319077 members 
Entering Unmasked Estep 
Score: -39038168.000000 Penalty: 6288.703613
	Iteration 26Q: 3 clusters Score -3.903817e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 319569 members 
Entering Unmasked Estep 
Score: -39038520.000000 Penalty: 6288.703613
	Iteration 27Q: 3 clusters Score -3.903852e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 319815 members 
Entering Unmasked Estep 
Score: -39038760.000000 Penalty: 6288.703613
	Iteration 28Q: 3 clusters Score -3.903876e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 319944 members 
Entering Unmasked Estep 
Score: -39038880.000000 Penalty: 6288.703613
	Iteration 29Q: 3 clusters Score -3.903888e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 320011 members 
Entering Unmasked Estep 
Score: -39038940.000000 Penalty: 6288.703613
	Iteration 30Q: 3 clusters Score -3.903894e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 320062 members 
Entering Unmasked Estep 
Score: -39039028.000000 Penalty: 6288.703613
	Iteration 31Q: 3 clusters Score -3.903903e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 320101 members 
Entering Unmasked Estep 
Score: -39039072.000000 Penalty: 6288.703613
	Iteration 32Q: 3 clusters Score -3.903907e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 320134 members 
Entering Unmasked Estep 
Score: -39039080.000000 Penalty: 6288.703613
	Iteration 33Q: 3 clusters Score -3.903908e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 320159 members 
Entering Unmasked Estep 
Score: -39039100.000000 Penalty: 6288.703613
	Iteration 34Q: 3 clusters Score -3.90391e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 320183 members 
Entering Unmasked Estep 
Score: -39039152.000000 Penalty: 6288.703613
	Iteration 35Q: 3 clusters Score -3.903915e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 320201 members 
Entering Unmasked Estep 
Score: -39039168.000000 Penalty: 6288.703613
	Iteration 36Q: 3 clusters Score -3.903917e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 320215 members 
Entering Unmasked Estep 
Score: -39039196.000000 Penalty: 6288.703613
	Iteration 37Q: 3 clusters Score -3.90392e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 320232 members 
Entering Unmasked Estep 
Score: -39039204.000000 Penalty: 6288.703613
	Iteration 38Q: 3 clusters Score -3.90392e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 320233 members 
Entering Unmasked Estep 
Score: -39039196.000000 Penalty: 6288.703613
	Iteration 39Q: 3 clusters Score -3.90392e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 320245 members 
Entering Unmasked Estep 
Score: -39039220.000000 Penalty: 6288.703613
	Iteration 40F: 3 clusters Score -3.903922e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 320253 members 
Entering Unmasked Estep 
Score: -39039216.000000 Penalty: 6288.703613
	Iteration 41Q: 3 clusters Score -3.903922e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 320258 members 
Entering Unmasked Estep 
Score: -39039248.000000 Penalty: 6288.703613
	Iteration 42Q: 3 clusters Score -3.903925e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 320259 members 
Entering Unmasked Estep 
Score: -39039256.000000 Penalty: 6288.703613
	Iteration 43Q: 3 clusters Score -3.903926e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 320259 members 
Entering Unmasked Estep 
Score: -39039252.000000 Penalty: 6288.703613
	Iteration 44Q: 3 clusters Score -3.903925e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 320261 members 
Entering Unmasked Estep 
Score: -39039252.000000 Penalty: 6288.703613
	Iteration 45Q: 3 clusters Score -3.903925e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 320266 members 
Entering Unmasked Estep 
Score: -39039244.000000 Penalty: 6288.703613
	Iteration 46Q: 3 clusters Score -3.903924e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 320270 members 
Entering Unmasked Estep 
Score: -39039240.000000 Penalty: 6288.703613
	Iteration 47Q: 3 clusters Score -3.903924e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 320269 members 
Entering Unmasked Estep 
Score: -39039268.000000 Penalty: 6288.703613
	Iteration 48Q: 3 clusters Score -3.903927e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 320269 members 
Entering Unmasked Estep 
Score: -39039276.000000 Penalty: 6288.703613
	Iteration 49Q: 3 clusters Score -3.903928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 320270 members 
Entering Unmasked Estep 
Score: -39039272.000000 Penalty: 6288.703613
	Iteration 50Q: 3 clusters Score -3.903927e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 320272 members 
Entering Unmasked Estep 
Score: -39039244.000000 Penalty: 6288.703613
	Iteration 51Q: 3 clusters Score -3.903924e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 320274 members 
Entering Unmasked Estep 
Score: -39039248.000000 Penalty: 6288.703613
	Iteration 52Q: 3 clusters Score -3.903925e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 320275 members 
Entering Unmasked Estep 
Score: -39039264.000000 Penalty: 6288.703613
	Iteration 53Q: 3 clusters Score -3.903926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 320276 members 
Entering Unmasked Estep 
Score: -39039252.000000 Penalty: 6288.703613
	Iteration 54Q: 3 clusters Score -3.903925e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 320278 members 
Entering Unmasked Estep 
Score: -39039284.000000 Penalty: 6288.703613
	Iteration 55Q: 3 clusters Score -3.903928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 320276 members 
Entering Unmasked Estep 
Score: -39039284.000000 Penalty: 6288.703613
	Iteration 56Q: 3 clusters Score -3.903928e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 320276 members 
Entering Unmasked Estep 
Score: -39039280.000000 Penalty: 6288.703613
	Iteration 57Q: 3 clusters Score -3.903928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 320275 members 
Entering Unmasked Estep 
Score: -39039268.000000 Penalty: 6288.703613
	Iteration 58Q: 3 clusters Score -3.903927e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 320275 members 
Entering Unmasked Estep 
Score: -39039268.000000 Penalty: 6288.703613
	Iteration 59F: 3 clusters Score -3.903927e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Entering Unmasked Estep 
Score: -1032530.000000 Penalty: 2247.911133
	Iteration 0F: 2 clusters Score -1032530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1025691.812500 Penalty: 4495.822266
	Iteration 0F: 3 clusters Score -1025692 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1027791.125000 Penalty: 4495.822266
	Iteration 1F: 3 clusters Score -1027791 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1028584.125000 Penalty: 4495.822266
	Iteration 2F: 3 clusters Score -1028584 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1029762.625000 Penalty: 4495.822266
	Iteration 3F: 3 clusters Score -1029763 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1030993.312500 Penalty: 4495.822266
	Iteration 4F: 3 clusters Score -1030993 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1031687.937500 Penalty: 4495.822266
	Iteration 5F: 3 clusters Score -1031688 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1031972.062500 Penalty: 4495.822266
	Iteration 6Q: 3 clusters Score -1031972 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1032100.562500 Penalty: 4495.822266
	Iteration 7Q: 3 clusters Score -1032101 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1032156.500000 Penalty: 4495.822266
	Iteration 8Q: 3 clusters Score -1032156 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1032183.875000 Penalty: 4495.822266
	Iteration 9Q: 3 clusters Score -1032184 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1032192.937500 Penalty: 4495.822266
	Iteration 10Q: 3 clusters Score -1032193 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1032200.812500 Penalty: 4495.822266
	Iteration 11Q: 3 clusters Score -1032201 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1032199.250000 Penalty: 4495.822266
	Iteration 12Q: 3 clusters Score -1032199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1032204.375000 Penalty: 4495.822266
	Iteration 13Q: 3 clusters Score -1032204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1032204.062500 Penalty: 4495.822266
	Iteration 14Q: 3 clusters Score -1032204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1032203.125000 Penalty: 4495.822266
	Iteration 15Q: 3 clusters Score -1032203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1032204.250000 Penalty: 4495.822266
	Iteration 16Q: 3 clusters Score -1032204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1032204.250000 Penalty: 4495.822266
	Iteration 17F: 3 clusters Score -1032204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (182121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182121 members 
Entering Unmasked Estep 
Score: -22461740.000000 Penalty: 3003.881836
	Iteration 0F: 2 clusters Score -2.246174e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90985 members 
Mstep: Class 2 contains 91136 members 
Entering Unmasked Estep 
Score: -22340410.000000 Penalty: 6007.763672
	Iteration 0F: 3 clusters Score -2.234041e+07 nChanged 87417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87374 members 
Mstep: Class 2 contains 94747 members 
Entering Unmasked Estep 
Score: -22391654.000000 Penalty: 6007.763672
	Iteration 1F: 3 clusters Score -2.239165e+07 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85044 members 
Mstep: Class 2 contains 97077 members 
Entering Unmasked Estep 
Score: -22393076.000000 Penalty: 6007.763672
	Iteration 2Q: 3 clusters Score -2.239308e+07 nChanged 6538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81520 members 
Mstep: Class 2 contains 100601 members 
Entering Unmasked Estep 
Score: -22394908.000000 Penalty: 6007.763672
	Iteration 3Q: 3 clusters Score -2.239491e+07 nChanged 8209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76115 members 
Mstep: Class 2 contains 106006 members 
Entering Unmasked Estep 
Score: -22398296.000000 Penalty: 6007.763672
	Iteration 4Q: 3 clusters Score -2.23983e+07 nChanged 9865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68586 members 
Mstep: Class 2 contains 113535 members 
Entering Unmasked Estep 
Score: -22403276.000000 Penalty: 6007.763672
	Iteration 5F: 3 clusters Score -2.240328e+07 nChanged 11797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58731 members 
Mstep: Class 2 contains 123390 members 
Entering Unmasked Estep 
Score: -22410430.000000 Penalty: 6007.763672
	Iteration 6F: 3 clusters Score -2.241043e+07 nChanged 13177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46980 members 
Mstep: Class 2 contains 135141 members 
Entering Unmasked Estep 
Score: -22419882.000000 Penalty: 6007.763672
	Iteration 7F: 3 clusters Score -2.241988e+07 nChanged 13293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 147680 members 
Entering Unmasked Estep 
Score: -22430644.000000 Penalty: 6007.763672
	Iteration 8F: 3 clusters Score -2.243064e+07 nChanged 12048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 159436 members 
Entering Unmasked Estep 
Score: -22440748.000000 Penalty: 6007.763672
	Iteration 9F: 3 clusters Score -2.244075e+07 nChanged 9287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 168691 members 
Entering Unmasked Estep 
Score: -22448584.000000 Penalty: 6007.763672
	Iteration 10F: 3 clusters Score -2.244858e+07 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 175014 members 
Entering Unmasked Estep 
Score: -22453578.000000 Penalty: 6007.763672
	Iteration 11Q: 3 clusters Score -2.245358e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 178677 members 
Entering Unmasked Estep 
Score: -22456662.000000 Penalty: 6007.763672
	Iteration 12Q: 3 clusters Score -2.245666e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 180500 members 
Entering Unmasked Estep 
Score: -22458036.000000 Penalty: 6007.763672
	Iteration 13Q: 3 clusters Score -2.245804e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 181251 members 
Entering Unmasked Estep 
Score: -22458636.000000 Penalty: 6007.763672
	Iteration 14Q: 3 clusters Score -2.245864e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 181533 members 
Entering Unmasked Estep 
Score: -22458898.000000 Penalty: 6007.763672
	Iteration 15Q: 3 clusters Score -2.24589e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 181642 members 
Entering Unmasked Estep 
Score: -22458950.000000 Penalty: 6007.763672
	Iteration 16Q: 3 clusters Score -2.245895e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 181695 members 
Entering Unmasked Estep 
Score: -22458970.000000 Penalty: 6007.763672
	Iteration 17Q: 3 clusters Score -2.245897e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 181726 members 
Entering Unmasked Estep 
Score: -22459040.000000 Penalty: 6007.763672
	Iteration 18Q: 3 clusters Score -2.245904e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 181744 members 
Entering Unmasked Estep 
Score: -22459090.000000 Penalty: 6007.763672
	Iteration 19Q: 3 clusters Score -2.245909e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 181754 members 
Entering Unmasked Estep 
Score: -22459082.000000 Penalty: 6007.763672
	Iteration 20F: 3 clusters Score -2.245908e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 181766 members 
Entering Unmasked Estep 
Score: -22459086.000000 Penalty: 6007.763672
	Iteration 21Q: 3 clusters Score -2.245909e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 181771 members 
Entering Unmasked Estep 
Score: -22459104.000000 Penalty: 6007.763672
	Iteration 22Q: 3 clusters Score -2.24591e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 181772 members 
Entering Unmasked Estep 
Score: -22459110.000000 Penalty: 6007.763672
	Iteration 23Q: 3 clusters Score -2.245911e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 181782 members 
Entering Unmasked Estep 
Score: -22459114.000000 Penalty: 6007.763672
	Iteration 24Q: 3 clusters Score -2.245911e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 181786 members 
Entering Unmasked Estep 
Score: -22459122.000000 Penalty: 6007.763672
	Iteration 25Q: 3 clusters Score -2.245912e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 181786 members 
Entering Unmasked Estep 
Score: -22459122.000000 Penalty: 6007.763672
	Iteration 26Q: 3 clusters Score -2.245912e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 181786 members 
Entering Unmasked Estep 
Score: -22459120.000000 Penalty: 6007.763672
	Iteration 27Q: 3 clusters Score -2.245912e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 181790 members 
Entering Unmasked Estep 
Score: -22459122.000000 Penalty: 6007.763672
	Iteration 28Q: 3 clusters Score -2.245912e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 181795 members 
Entering Unmasked Estep 
Score: -22459124.000000 Penalty: 6007.763672
	Iteration 29Q: 3 clusters Score -2.245912e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 181796 members 
Entering Unmasked Estep 
Score: -22459146.000000 Penalty: 6007.763672
	Iteration 30Q: 3 clusters Score -2.245915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 181799 members 
Entering Unmasked Estep 
Score: -22459136.000000 Penalty: 6007.763672
	Iteration 31Q: 3 clusters Score -2.245914e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 181799 members 
Entering Unmasked Estep 
Score: -22459134.000000 Penalty: 6007.763672
	Iteration 32Q: 3 clusters Score -2.245913e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 181804 members 
Entering Unmasked Estep 
Score: -22459140.000000 Penalty: 6007.763672
	Iteration 33Q: 3 clusters Score -2.245914e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 181805 members 
Entering Unmasked Estep 
Score: -22459140.000000 Penalty: 6007.763672
	Iteration 34Q: 3 clusters Score -2.245914e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 181805 members 
Entering Unmasked Estep 
Score: -22459140.000000 Penalty: 6007.763672
	Iteration 35F: 3 clusters Score -2.245914e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Entering Unmasked Estep 
Score: -1893944.125000 Penalty: 2408.206299
	Iteration 0F: 2 clusters Score -1893944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1882079.625000 Penalty: 4816.412598
	Iteration 0F: 3 clusters Score -1882080 nChanged 7169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1886541.500000 Penalty: 4816.412598
	Iteration 1F: 3 clusters Score -1886542 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1887483.500000 Penalty: 4816.412598
	Iteration 2F: 3 clusters Score -1887484 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1888332.875000 Penalty: 4816.412598
	Iteration 3F: 3 clusters Score -1888333 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1889071.250000 Penalty: 4816.412598
	Iteration 4F: 3 clusters Score -1889071 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1889690.875000 Penalty: 4816.412598
	Iteration 5F: 3 clusters Score -1889691 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1890221.375000 Penalty: 4816.412598
	Iteration 6Q: 3 clusters Score -1890221 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1890637.625000 Penalty: 4816.412598
	Iteration 7Q: 3 clusters Score -1890638 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1890974.250000 Penalty: 4816.412598
	Iteration 8Q: 3 clusters Score -1890974 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -1891215.625000 Penalty: 4816.412598
	Iteration 9Q: 3 clusters Score -1891216 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -1891402.875000 Penalty: 4816.412598
	Iteration 10Q: 3 clusters Score -1891403 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -1891560.125000 Penalty: 4816.412598
	Iteration 11Q: 3 clusters Score -1891560 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -1891668.000000 Penalty: 4816.412598
	Iteration 12Q: 3 clusters Score -1891668 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -1891767.250000 Penalty: 4816.412598
	Iteration 13Q: 3 clusters Score -1891767 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -1891853.625000 Penalty: 4816.412598
	Iteration 14Q: 3 clusters Score -1891854 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -1891940.750000 Penalty: 4816.412598
	Iteration 15Q: 3 clusters Score -1891941 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -1892035.375000 Penalty: 4816.412598
	Iteration 16Q: 3 clusters Score -1892035 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -1892120.625000 Penalty: 4816.412598
	Iteration 17Q: 3 clusters Score -1892121 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -1892195.000000 Penalty: 4816.412598
	Iteration 18Q: 3 clusters Score -1892195 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -1892252.750000 Penalty: 4816.412598
	Iteration 19Q: 3 clusters Score -1892253 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -1892308.250000 Penalty: 4816.412598
	Iteration 20F: 3 clusters Score -1892308 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -1892344.875000 Penalty: 4816.412598
	Iteration 21Q: 3 clusters Score -1892345 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -1892363.625000 Penalty: 4816.412598
	Iteration 22Q: 3 clusters Score -1892364 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -1892381.250000 Penalty: 4816.412598
	Iteration 23Q: 3 clusters Score -1892381 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -1892387.500000 Penalty: 4816.412598
	Iteration 24Q: 3 clusters Score -1892388 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -1892394.375000 Penalty: 4816.412598
	Iteration 25Q: 3 clusters Score -1892394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -1892395.125000 Penalty: 4816.412598
	Iteration 26Q: 3 clusters Score -1892395 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -1892396.750000 Penalty: 4816.412598
	Iteration 27Q: 3 clusters Score -1892397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -1892399.500000 Penalty: 4816.412598
	Iteration 28Q: 3 clusters Score -1892400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -1892405.250000 Penalty: 4816.412598
	Iteration 29Q: 3 clusters Score -1892405 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -1892407.750000 Penalty: 4816.412598
	Iteration 30Q: 3 clusters Score -1892408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -1892407.625000 Penalty: 4816.412598
	Iteration 31Q: 3 clusters Score -1892408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -1892410.625000 Penalty: 4816.412598
	Iteration 32Q: 3 clusters Score -1892411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -1892408.125000 Penalty: 4816.412598
	Iteration 33Q: 3 clusters Score -1892408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -1892409.250000 Penalty: 4816.412598
	Iteration 34Q: 3 clusters Score -1892409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -1892409.875000 Penalty: 4816.412598
	Iteration 35Q: 3 clusters Score -1892410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -1892409.125000 Penalty: 4816.412598
	Iteration 36Q: 3 clusters Score -1892409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1892409.625000 Penalty: 4816.412598
	Iteration 37Q: 3 clusters Score -1892410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -1892412.375000 Penalty: 4816.412598
	Iteration 38Q: 3 clusters Score -1892412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -1892412.375000 Penalty: 4816.412598
	Iteration 39F: 3 clusters Score -1892412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -1493563.875000 Penalty: 2340.039062
	Iteration 0F: 2 clusters Score -1493564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1484223.125000 Penalty: 4680.078125
	Iteration 0F: 3 clusters Score -1484223 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1487120.875000 Penalty: 4680.078125
	Iteration 1F: 3 clusters Score -1487121 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1487504.500000 Penalty: 4680.078125
	Iteration 2F: 3 clusters Score -1487504 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1487815.125000 Penalty: 4680.078125
	Iteration 3F: 3 clusters Score -1487815 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1488155.875000 Penalty: 4680.078125
	Iteration 4F: 3 clusters Score -1488156 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1488562.875000 Penalty: 4680.078125
	Iteration 5F: 3 clusters Score -1488563 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1489064.875000 Penalty: 4680.078125
	Iteration 6F: 3 clusters Score -1489065 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1489653.375000 Penalty: 4680.078125
	Iteration 7F: 3 clusters Score -1489653 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1490196.750000 Penalty: 4680.078125
	Iteration 8F: 3 clusters Score -1490197 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1490610.500000 Penalty: 4680.078125
	Iteration 9Q: 3 clusters Score -1490610 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1490889.375000 Penalty: 4680.078125
	Iteration 10Q: 3 clusters Score -1490889 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1491087.250000 Penalty: 4680.078125
	Iteration 11Q: 3 clusters Score -1491087 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1491259.750000 Penalty: 4680.078125
	Iteration 12Q: 3 clusters Score -1491260 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1491382.375000 Penalty: 4680.078125
	Iteration 13Q: 3 clusters Score -1491382 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1491473.250000 Penalty: 4680.078125
	Iteration 14Q: 3 clusters Score -1491473 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1491528.125000 Penalty: 4680.078125
	Iteration 15Q: 3 clusters Score -1491528 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1491566.125000 Penalty: 4680.078125
	Iteration 16Q: 3 clusters Score -1491566 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1491596.500000 Penalty: 4680.078125
	Iteration 17Q: 3 clusters Score -1491596 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1491611.125000 Penalty: 4680.078125
	Iteration 18Q: 3 clusters Score -1491611 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1491634.000000 Penalty: 4680.078125
	Iteration 19Q: 3 clusters Score -1491634 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1491648.500000 Penalty: 4680.078125
	Iteration 20F: 3 clusters Score -1491648 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1491658.000000 Penalty: 4680.078125
	Iteration 21Q: 3 clusters Score -1491658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1491669.250000 Penalty: 4680.078125
	Iteration 22Q: 3 clusters Score -1491669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1491673.500000 Penalty: 4680.078125
	Iteration 23Q: 3 clusters Score -1491674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1491675.750000 Penalty: 4680.078125
	Iteration 24Q: 3 clusters Score -1491676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1491675.750000 Penalty: 4680.078125
	Iteration 25Q: 3 clusters Score -1491676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1491676.125000 Penalty: 4680.078125
	Iteration 26Q: 3 clusters Score -1491676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1491679.250000 Penalty: 4680.078125
	Iteration 27Q: 3 clusters Score -1491679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1491679.000000 Penalty: 4680.078125
	Iteration 28Q: 3 clusters Score -1491679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1491679.000000 Penalty: 4680.078125
	Iteration 29F: 3 clusters Score -1491679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Entering Unmasked Estep 
Score: -1647266.375000 Penalty: 2375.901123
	Iteration 0F: 2 clusters Score -1647266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1636647.500000 Penalty: 4751.802246
	Iteration 0F: 3 clusters Score -1636648 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1640064.125000 Penalty: 4751.802246
	Iteration 1F: 3 clusters Score -1640064 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1640507.000000 Penalty: 4751.802246
	Iteration 2F: 3 clusters Score -1640507 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1640915.500000 Penalty: 4751.802246
	Iteration 3F: 3 clusters Score -1640916 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1641343.000000 Penalty: 4751.802246
	Iteration 4F: 3 clusters Score -1641343 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1641852.000000 Penalty: 4751.802246
	Iteration 5F: 3 clusters Score -1641852 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1642399.625000 Penalty: 4751.802246
	Iteration 6F: 3 clusters Score -1642400 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1642945.375000 Penalty: 4751.802246
	Iteration 7F: 3 clusters Score -1642945 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1643474.125000 Penalty: 4751.802246
	Iteration 8F: 3 clusters Score -1643474 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1643965.250000 Penalty: 4751.802246
	Iteration 9Q: 3 clusters Score -1643965 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1644419.625000 Penalty: 4751.802246
	Iteration 10Q: 3 clusters Score -1644420 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1644904.625000 Penalty: 4751.802246
	Iteration 11Q: 3 clusters Score -1644905 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1645404.125000 Penalty: 4751.802246
	Iteration 12Q: 3 clusters Score -1645404 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1645834.250000 Penalty: 4751.802246
	Iteration 13Q: 3 clusters Score -1645834 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1646280.625000 Penalty: 4751.802246
	Iteration 14Q: 3 clusters Score -1646281 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1646657.500000 Penalty: 4751.802246
	Iteration 15Q: 3 clusters Score -1646658 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1646873.750000 Penalty: 4751.802246
	Iteration 16Q: 3 clusters Score -1646874 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1646982.500000 Penalty: 4751.802246
	Iteration 17Q: 3 clusters Score -1646982 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1647036.125000 Penalty: 4751.802246
	Iteration 18Q: 3 clusters Score -1647036 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1647074.125000 Penalty: 4751.802246
	Iteration 19Q: 3 clusters Score -1647074 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1647091.750000 Penalty: 4751.802246
	Iteration 20F: 3 clusters Score -1647092 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1647105.625000 Penalty: 4751.802246
	Iteration 21Q: 3 clusters Score -1647106 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1647107.250000 Penalty: 4751.802246
	Iteration 22Q: 3 clusters Score -1647107 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1647104.500000 Penalty: 4751.802246
	Iteration 23Q: 3 clusters Score -1647104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1647106.000000 Penalty: 4751.802246
	Iteration 24Q: 3 clusters Score -1647106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1647114.750000 Penalty: 4751.802246
	Iteration 25Q: 3 clusters Score -1647115 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1647114.250000 Penalty: 4751.802246
	Iteration 26Q: 3 clusters Score -1647114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1647115.375000 Penalty: 4751.802246
	Iteration 27Q: 3 clusters Score -1647115 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1647117.250000 Penalty: 4751.802246
	Iteration 28Q: 3 clusters Score -1647117 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1647123.625000 Penalty: 4751.802246
	Iteration 29Q: 3 clusters Score -1647124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1647122.375000 Penalty: 4751.802246
	Iteration 30Q: 3 clusters Score -1647122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1647126.000000 Penalty: 4751.802246
	Iteration 31Q: 3 clusters Score -1647126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1647128.125000 Penalty: 4751.802246
	Iteration 32Q: 3 clusters Score -1647128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1647126.250000 Penalty: 4751.802246
	Iteration 33Q: 3 clusters Score -1647126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1647126.000000 Penalty: 4751.802246
	Iteration 34Q: 3 clusters Score -1647126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1647126.000000 Penalty: 4751.802246
	Iteration 35F: 3 clusters Score -1647126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Entering Unmasked Estep 
Score: -880619.062500 Penalty: 2227.862061
	Iteration 0F: 2 clusters Score -880619.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -874343.562500 Penalty: 4455.724121
	Iteration 0F: 3 clusters Score -874343.6 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -876273.750000 Penalty: 4455.724121
	Iteration 1F: 3 clusters Score -876273.8 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -876702.687500 Penalty: 4455.724121
	Iteration 2F: 3 clusters Score -876702.7 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -877035.062500 Penalty: 4455.724121
	Iteration 3F: 3 clusters Score -877035.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -877349.312500 Penalty: 4455.724121
	Iteration 4F: 3 clusters Score -877349.3 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -877670.625000 Penalty: 4455.724121
	Iteration 5F: 3 clusters Score -877670.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -877959.437500 Penalty: 4455.724121
	Iteration 6F: 3 clusters Score -877959.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -878234.625000 Penalty: 4455.724121
	Iteration 7Q: 3 clusters Score -878234.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -878467.375000 Penalty: 4455.724121
	Iteration 8Q: 3 clusters Score -878467.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -878681.812500 Penalty: 4455.724121
	Iteration 9Q: 3 clusters Score -878681.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -878827.187500 Penalty: 4455.724121
	Iteration 10Q: 3 clusters Score -878827.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -878943.437500 Penalty: 4455.724121
	Iteration 11Q: 3 clusters Score -878943.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -879047.750000 Penalty: 4455.724121
	Iteration 12Q: 3 clusters Score -879047.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -879148.437500 Penalty: 4455.724121
	Iteration 13Q: 3 clusters Score -879148.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -879229.187500 Penalty: 4455.724121
	Iteration 14Q: 3 clusters Score -879229.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -879305.500000 Penalty: 4455.724121
	Iteration 15Q: 3 clusters Score -879305.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -879374.187500 Penalty: 4455.724121
	Iteration 16Q: 3 clusters Score -879374.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -879418.125000 Penalty: 4455.724121
	Iteration 17Q: 3 clusters Score -879418.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -879443.312500 Penalty: 4455.724121
	Iteration 18Q: 3 clusters Score -879443.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -879462.250000 Penalty: 4455.724121
	Iteration 19Q: 3 clusters Score -879462.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -879473.562500 Penalty: 4455.724121
	Iteration 20F: 3 clusters Score -879473.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -879482.375000 Penalty: 4455.724121
	Iteration 21Q: 3 clusters Score -879482.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -879496.750000 Penalty: 4455.724121
	Iteration 22Q: 3 clusters Score -879496.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -879502.812500 Penalty: 4455.724121
	Iteration 23Q: 3 clusters Score -879502.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -879508.187500 Penalty: 4455.724121
	Iteration 24Q: 3 clusters Score -879508.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -879513.562500 Penalty: 4455.724121
	Iteration 25Q: 3 clusters Score -879513.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -879516.500000 Penalty: 4455.724121
	Iteration 26Q: 3 clusters Score -879516.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -879522.187500 Penalty: 4455.724121
	Iteration 27Q: 3 clusters Score -879522.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -879529.500000 Penalty: 4455.724121
	Iteration 28Q: 3 clusters Score -879529.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -879534.312500 Penalty: 4455.724121
	Iteration 29Q: 3 clusters Score -879534.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -879536.125000 Penalty: 4455.724121
	Iteration 30Q: 3 clusters Score -879536.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -879541.187500 Penalty: 4455.724121
	Iteration 31Q: 3 clusters Score -879541.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -879547.437500 Penalty: 4455.724121
	Iteration 32Q: 3 clusters Score -879547.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -879550.437500 Penalty: 4455.724121
	Iteration 33Q: 3 clusters Score -879550.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -879552.000000 Penalty: 4455.724121
	Iteration 34Q: 3 clusters Score -879552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -879555.375000 Penalty: 4455.724121
	Iteration 35Q: 3 clusters Score -879555.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -879555.062500 Penalty: 4455.724121
	Iteration 36Q: 3 clusters Score -879555.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -879556.250000 Penalty: 4455.724121
	Iteration 37Q: 3 clusters Score -879556.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -879554.937500 Penalty: 4455.724121
	Iteration 38Q: 3 clusters Score -879554.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -879555.125000 Penalty: 4455.724121
	Iteration 39Q: 3 clusters Score -879555.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -879555.125000 Penalty: 4455.724121
	Iteration 40F: 3 clusters Score -879555.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Entering Unmasked Estep 
Score: -2253604.000000 Penalty: 2439.105225
	Iteration 0F: 2 clusters Score -2253604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -2240377.250000 Penalty: 4878.210449
	Iteration 0F: 3 clusters Score -2240377 nChanged 8167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -2244902.750000 Penalty: 4878.210449
	Iteration 1F: 3 clusters Score -2244903 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -2245411.500000 Penalty: 4878.210449
	Iteration 2F: 3 clusters Score -2245412 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -2245915.750000 Penalty: 4878.210449
	Iteration 3F: 3 clusters Score -2245916 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -2246396.000000 Penalty: 4878.210449
	Iteration 4F: 3 clusters Score -2246396 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -2246850.000000 Penalty: 4878.210449
	Iteration 5Q: 3 clusters Score -2246850 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -2247265.500000 Penalty: 4878.210449
	Iteration 6Q: 3 clusters Score -2247266 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -2247662.750000 Penalty: 4878.210449
	Iteration 7Q: 3 clusters Score -2247663 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -2248006.500000 Penalty: 4878.210449
	Iteration 8Q: 3 clusters Score -2248006 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -2248367.750000 Penalty: 4878.210449
	Iteration 9Q: 3 clusters Score -2248368 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -2248754.250000 Penalty: 4878.210449
	Iteration 10Q: 3 clusters Score -2248754 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -2249094.000000 Penalty: 4878.210449
	Iteration 11Q: 3 clusters Score -2249094 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -2249395.250000 Penalty: 4878.210449
	Iteration 12Q: 3 clusters Score -2249395 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -2249643.000000 Penalty: 4878.210449
	Iteration 13Q: 3 clusters Score -2249643 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -2249795.250000 Penalty: 4878.210449
	Iteration 14Q: 3 clusters Score -2249795 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -2249881.000000 Penalty: 4878.210449
	Iteration 15Q: 3 clusters Score -2249881 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -2249945.250000 Penalty: 4878.210449
	Iteration 16Q: 3 clusters Score -2249945 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -2249985.250000 Penalty: 4878.210449
	Iteration 17Q: 3 clusters Score -2249985 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -2250035.250000 Penalty: 4878.210449
	Iteration 18Q: 3 clusters Score -2250035 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -2250061.000000 Penalty: 4878.210449
	Iteration 19Q: 3 clusters Score -2250061 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -2250099.250000 Penalty: 4878.210449
	Iteration 20F: 3 clusters Score -2250099 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -2250130.500000 Penalty: 4878.210449
	Iteration 21Q: 3 clusters Score -2250130 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -2250159.500000 Penalty: 4878.210449
	Iteration 22Q: 3 clusters Score -2250160 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -2250185.500000 Penalty: 4878.210449
	Iteration 23Q: 3 clusters Score -2250186 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -2250220.750000 Penalty: 4878.210449
	Iteration 24Q: 3 clusters Score -2250221 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -2250243.500000 Penalty: 4878.210449
	Iteration 25Q: 3 clusters Score -2250244 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -2250254.750000 Penalty: 4878.210449
	Iteration 26Q: 3 clusters Score -2250255 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -2250271.000000 Penalty: 4878.210449
	Iteration 27Q: 3 clusters Score -2250271 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -2250279.750000 Penalty: 4878.210449
	Iteration 28Q: 3 clusters Score -2250280 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -2250287.500000 Penalty: 4878.210449
	Iteration 29Q: 3 clusters Score -2250288 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -2250291.500000 Penalty: 4878.210449
	Iteration 30Q: 3 clusters Score -2250292 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -2250301.000000 Penalty: 4878.210449
	Iteration 31Q: 3 clusters Score -2250301 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -2250306.500000 Penalty: 4878.210449
	Iteration 32Q: 3 clusters Score -2250306 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -2250319.000000 Penalty: 4878.210449
	Iteration 33Q: 3 clusters Score -2250319 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -2250323.000000 Penalty: 4878.210449
	Iteration 34Q: 3 clusters Score -2250323 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -2250334.750000 Penalty: 4878.210449
	Iteration 35Q: 3 clusters Score -2250335 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -2250342.250000 Penalty: 4878.210449
	Iteration 36Q: 3 clusters Score -2250342 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -2250349.500000 Penalty: 4878.210449
	Iteration 37Q: 3 clusters Score -2250350 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -2250370.250000 Penalty: 4878.210449
	Iteration 38Q: 3 clusters Score -2250370 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -2250396.250000 Penalty: 4878.210449
	Iteration 39Q: 3 clusters Score -2250396 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -2250422.000000 Penalty: 4878.210449
	Iteration 40F: 3 clusters Score -2250422 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -2250445.750000 Penalty: 4878.210449
	Iteration 41Q: 3 clusters Score -2250446 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -2250468.500000 Penalty: 4878.210449
	Iteration 42Q: 3 clusters Score -2250468 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -2250499.000000 Penalty: 4878.210449
	Iteration 43Q: 3 clusters Score -2250499 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -2250516.000000 Penalty: 4878.210449
	Iteration 44Q: 3 clusters Score -2250516 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -2250533.750000 Penalty: 4878.210449
	Iteration 45Q: 3 clusters Score -2250534 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -2250557.500000 Penalty: 4878.210449
	Iteration 46Q: 3 clusters Score -2250558 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -2250592.250000 Penalty: 4878.210449
	Iteration 47Q: 3 clusters Score -2250592 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -2250617.250000 Penalty: 4878.210449
	Iteration 48Q: 3 clusters Score -2250617 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -2250645.250000 Penalty: 4878.210449
	Iteration 49Q: 3 clusters Score -2250645 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -2250667.250000 Penalty: 4878.210449
	Iteration 50Q: 3 clusters Score -2250667 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -2250705.000000 Penalty: 4878.210449
	Iteration 51Q: 3 clusters Score -2250705 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -2250735.000000 Penalty: 4878.210449
	Iteration 52Q: 3 clusters Score -2250735 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -2250764.750000 Penalty: 4878.210449
	Iteration 53Q: 3 clusters Score -2250765 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -2250791.000000 Penalty: 4878.210449
	Iteration 54Q: 3 clusters Score -2250791 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -2250817.250000 Penalty: 4878.210449
	Iteration 55Q: 3 clusters Score -2250817 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -2250849.000000 Penalty: 4878.210449
	Iteration 56Q: 3 clusters Score -2250849 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -2250883.000000 Penalty: 4878.210449
	Iteration 57Q: 3 clusters Score -2250883 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -2250913.250000 Penalty: 4878.210449
	Iteration 58Q: 3 clusters Score -2250913 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -2250935.250000 Penalty: 4878.210449
	Iteration 59Q: 3 clusters Score -2250935 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -2250966.250000 Penalty: 4878.210449
	Iteration 60F: 3 clusters Score -2250966 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -2250990.000000 Penalty: 4878.210449
	Iteration 61Q: 3 clusters Score -2250990 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -2251025.500000 Penalty: 4878.210449
	Iteration 62Q: 3 clusters Score -2251026 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -2251064.500000 Penalty: 4878.210449
	Iteration 63Q: 3 clusters Score -2251064 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -2251098.500000 Penalty: 4878.210449
	Iteration 64Q: 3 clusters Score -2251098 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -2251143.000000 Penalty: 4878.210449
	Iteration 65Q: 3 clusters Score -2251143 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -2251192.500000 Penalty: 4878.210449
	Iteration 66Q: 3 clusters Score -2251192 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -2251256.750000 Penalty: 4878.210449
	Iteration 67Q: 3 clusters Score -2251257 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2251320.000000 Penalty: 4878.210449
	Iteration 68Q: 3 clusters Score -2251320 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -2251372.500000 Penalty: 4878.210449
	Iteration 69Q: 3 clusters Score -2251372 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2251425.750000 Penalty: 4878.210449
	Iteration 70Q: 3 clusters Score -2251426 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2251467.000000 Penalty: 4878.210449
	Iteration 71Q: 3 clusters Score -2251467 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2251516.250000 Penalty: 4878.210449
	Iteration 72Q: 3 clusters Score -2251516 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2251550.250000 Penalty: 4878.210449
	Iteration 73Q: 3 clusters Score -2251550 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2251574.500000 Penalty: 4878.210449
	Iteration 74Q: 3 clusters Score -2251574 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2251606.000000 Penalty: 4878.210449
	Iteration 75Q: 3 clusters Score -2251606 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2251627.000000 Penalty: 4878.210449
	Iteration 76Q: 3 clusters Score -2251627 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2251647.500000 Penalty: 4878.210449
	Iteration 77Q: 3 clusters Score -2251648 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2251675.500000 Penalty: 4878.210449
	Iteration 78Q: 3 clusters Score -2251676 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2251700.000000 Penalty: 4878.210449
	Iteration 79Q: 3 clusters Score -2251700 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2251724.750000 Penalty: 4878.210449
	Iteration 80F: 3 clusters Score -2251725 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2251747.750000 Penalty: 4878.210449
	Iteration 81Q: 3 clusters Score -2251748 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2251769.500000 Penalty: 4878.210449
	Iteration 82Q: 3 clusters Score -2251770 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2251793.750000 Penalty: 4878.210449
	Iteration 83Q: 3 clusters Score -2251794 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2251809.500000 Penalty: 4878.210449
	Iteration 84Q: 3 clusters Score -2251810 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2251824.750000 Penalty: 4878.210449
	Iteration 85Q: 3 clusters Score -2251825 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2251838.750000 Penalty: 4878.210449
	Iteration 86Q: 3 clusters Score -2251839 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2251855.750000 Penalty: 4878.210449
	Iteration 87Q: 3 clusters Score -2251856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2251869.500000 Penalty: 4878.210449
	Iteration 88Q: 3 clusters Score -2251870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2251872.750000 Penalty: 4878.210449
	Iteration 89Q: 3 clusters Score -2251873 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2251874.250000 Penalty: 4878.210449
	Iteration 90Q: 3 clusters Score -2251874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2251878.250000 Penalty: 4878.210449
	Iteration 91Q: 3 clusters Score -2251878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2251889.750000 Penalty: 4878.210449
	Iteration 92Q: 3 clusters Score -2251890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2251891.250000 Penalty: 4878.210449
	Iteration 93Q: 3 clusters Score -2251891 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2251894.000000 Penalty: 4878.210449
	Iteration 94Q: 3 clusters Score -2251894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2251898.000000 Penalty: 4878.210449
	Iteration 95Q: 3 clusters Score -2251898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2251904.000000 Penalty: 4878.210449
	Iteration 96Q: 3 clusters Score -2251904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2251906.250000 Penalty: 4878.210449
	Iteration 97Q: 3 clusters Score -2251906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2251905.000000 Penalty: 4878.210449
	Iteration 98Q: 3 clusters Score -2251905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2251905.250000 Penalty: 4878.210449
	Iteration 99Q: 3 clusters Score -2251905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2251905.250000 Penalty: 4878.210449
	Iteration 100F: 3 clusters Score -2251905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -43601.976562 Penalty: 1514.541626
	Iteration 0F: 2 clusters Score -43601.98 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 225 members 
Entering Unmasked Estep 
Score: -42172.957031 Penalty: 3029.083252
	Iteration 0F: 3 clusters Score -42172.96 nChanged 90
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: -42498.398438 Penalty: 3029.083252
	Iteration 1F: 3 clusters Score -42498.4 nChanged 42
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: -42730.539062 Penalty: 3029.083252
	Iteration 2F: 3 clusters Score -42730.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -42841.035156 Penalty: 3029.083252
	Iteration 3Q: 3 clusters Score -42841.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -42878.527344 Penalty: 3029.083252
	Iteration 4Q: 3 clusters Score -42878.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -42915.714844 Penalty: 3029.083252
	Iteration 5Q: 3 clusters Score -42915.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -42981.371094 Penalty: 3029.083252
	Iteration 6Q: 3 clusters Score -42981.37 nChanged 7
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: -43011.917969 Penalty: 3029.083252
	Iteration 7Q: 3 clusters Score -43011.92 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: -43033.460938 Penalty: 3029.083252
	Iteration 8Q: 3 clusters Score -43033.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -43037.937500 Penalty: 3029.083252
	Iteration 9Q: 3 clusters Score -43037.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -43041.644531 Penalty: 3029.083252
	Iteration 10Q: 3 clusters Score -43041.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -43041.644531 Penalty: 3029.083252
	Iteration 11F: 3 clusters Score -43041.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Entering Unmasked Estep 
Score: -368517.937500 Penalty: 2004.435791
	Iteration 0F: 2 clusters Score -368517.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -365132.250000 Penalty: 4008.871582
	Iteration 0F: 3 clusters Score -365132.2 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -365802.312500 Penalty: 4008.871582
	Iteration 1F: 3 clusters Score -365802.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -365972.937500 Penalty: 4008.871582
	Iteration 2F: 3 clusters Score -365972.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -366084.187500 Penalty: 4008.871582
	Iteration 3Q: 3 clusters Score -366084.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -366169.312500 Penalty: 4008.871582
	Iteration 4Q: 3 clusters Score -366169.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -366253.312500 Penalty: 4008.871582
	Iteration 5Q: 3 clusters Score -366253.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -366322.312500 Penalty: 4008.871582
	Iteration 6Q: 3 clusters Score -366322.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -366384.968750 Penalty: 4008.871582
	Iteration 7Q: 3 clusters Score -366385 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -366456.562500 Penalty: 4008.871582
	Iteration 8Q: 3 clusters Score -366456.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -366533.906250 Penalty: 4008.871582
	Iteration 9Q: 3 clusters Score -366533.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -366643.218750 Penalty: 4008.871582
	Iteration 10Q: 3 clusters Score -366643.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -366784.125000 Penalty: 4008.871582
	Iteration 11Q: 3 clusters Score -366784.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -366968.312500 Penalty: 4008.871582
	Iteration 12Q: 3 clusters Score -366968.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -367201.156250 Penalty: 4008.871582
	Iteration 13Q: 3 clusters Score -367201.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -367391.156250 Penalty: 4008.871582
	Iteration 14Q: 3 clusters Score -367391.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -367504.156250 Penalty: 4008.871582
	Iteration 15Q: 3 clusters Score -367504.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -367554.718750 Penalty: 4008.871582
	Iteration 16Q: 3 clusters Score -367554.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -367578.062500 Penalty: 4008.871582
	Iteration 17Q: 3 clusters Score -367578.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -367595.875000 Penalty: 4008.871582
	Iteration 18Q: 3 clusters Score -367595.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -367605.250000 Penalty: 4008.871582
	Iteration 19Q: 3 clusters Score -367605.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -367612.875000 Penalty: 4008.871582
	Iteration 20F: 3 clusters Score -367612.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -367619.187500 Penalty: 4008.871582
	Iteration 21Q: 3 clusters Score -367619.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -367623.687500 Penalty: 4008.871582
	Iteration 22Q: 3 clusters Score -367623.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -367623.968750 Penalty: 4008.871582
	Iteration 23Q: 3 clusters Score -367624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -367625.343750 Penalty: 4008.871582
	Iteration 24Q: 3 clusters Score -367625.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -367625.625000 Penalty: 4008.871582
	Iteration 25Q: 3 clusters Score -367625.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -367625.843750 Penalty: 4008.871582
	Iteration 26Q: 3 clusters Score -367625.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -367625.843750 Penalty: 4008.871582
	Iteration 27F: 3 clusters Score -367625.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (101705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101705 members 
Entering Unmasked Estep 
Score: -12475193.000000 Penalty: 2859.398193
	Iteration 0F: 2 clusters Score -1.247519e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51005 members 
Mstep: Class 2 contains 50700 members 
Entering Unmasked Estep 
Score: -12407099.000000 Penalty: 5718.796387
	Iteration 0F: 3 clusters Score -1.24071e+07 nChanged 48229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52954 members 
Mstep: Class 2 contains 48751 members 
Entering Unmasked Estep 
Score: -12434997.000000 Penalty: 5718.796387
	Iteration 1F: 3 clusters Score -1.2435e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54340 members 
Mstep: Class 2 contains 47365 members 
Entering Unmasked Estep 
Score: -12435956.000000 Penalty: 5718.796387
	Iteration 2Q: 3 clusters Score -1.243596e+07 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56424 members 
Mstep: Class 2 contains 45281 members 
Entering Unmasked Estep 
Score: -12437166.000000 Penalty: 5718.796387
	Iteration 3Q: 3 clusters Score -1.243717e+07 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59518 members 
Mstep: Class 2 contains 42187 members 
Entering Unmasked Estep 
Score: -12439156.000000 Penalty: 5718.796387
	Iteration 4Q: 3 clusters Score -1.243916e+07 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63973 members 
Mstep: Class 2 contains 37732 members 
Entering Unmasked Estep 
Score: -12442141.000000 Penalty: 5718.796387
	Iteration 5F: 3 clusters Score -1.244214e+07 nChanged 6954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69795 members 
Mstep: Class 2 contains 31910 members 
Entering Unmasked Estep 
Score: -12446629.000000 Penalty: 5718.796387
	Iteration 6F: 3 clusters Score -1.244663e+07 nChanged 7612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76627 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -12452497.000000 Penalty: 5718.796387
	Iteration 7F: 3 clusters Score -1.24525e+07 nChanged 7308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83423 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -12458705.000000 Penalty: 5718.796387
	Iteration 8F: 3 clusters Score -1.24587e+07 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88922 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -12463983.000000 Penalty: 5718.796387
	Iteration 9F: 3 clusters Score -1.246398e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92687 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -12467696.000000 Penalty: 5718.796387
	Iteration 10Q: 3 clusters Score -1.24677e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94919 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -12469932.000000 Penalty: 5718.796387
	Iteration 11Q: 3 clusters Score -1.246993e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96207 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -12471437.000000 Penalty: 5718.796387
	Iteration 12Q: 3 clusters Score -1.247144e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96952 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -12472150.000000 Penalty: 5718.796387
	Iteration 13Q: 3 clusters Score -1.247215e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97443 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -12472569.000000 Penalty: 5718.796387
	Iteration 14Q: 3 clusters Score -1.247257e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97814 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -12472780.000000 Penalty: 5718.796387
	Iteration 15Q: 3 clusters Score -1.247278e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98117 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -12472968.000000 Penalty: 5718.796387
	Iteration 16Q: 3 clusters Score -1.247297e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98356 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -12473068.000000 Penalty: 5718.796387
	Iteration 17Q: 3 clusters Score -1.247307e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98538 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -12473152.000000 Penalty: 5718.796387
	Iteration 18Q: 3 clusters Score -1.247315e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98674 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -12473194.000000 Penalty: 5718.796387
	Iteration 19Q: 3 clusters Score -1.247319e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98778 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -12473209.000000 Penalty: 5718.796387
	Iteration 20F: 3 clusters Score -1.247321e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98868 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -12473229.000000 Penalty: 5718.796387
	Iteration 21Q: 3 clusters Score -1.247323e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98936 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -12473254.000000 Penalty: 5718.796387
	Iteration 22Q: 3 clusters Score -1.247325e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98991 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -12473265.000000 Penalty: 5718.796387
	Iteration 23Q: 3 clusters Score -1.247326e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99037 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -12473286.000000 Penalty: 5718.796387
	Iteration 24Q: 3 clusters Score -1.247329e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99077 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -12473283.000000 Penalty: 5718.796387
	Iteration 25Q: 3 clusters Score -1.247328e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99109 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -12473285.000000 Penalty: 5718.796387
	Iteration 26Q: 3 clusters Score -1.247328e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99140 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -12473273.000000 Penalty: 5718.796387
	Iteration 27Q: 3 clusters Score -1.247327e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99168 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -12473274.000000 Penalty: 5718.796387
	Iteration 28Q: 3 clusters Score -1.247327e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99185 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -12473277.000000 Penalty: 5718.796387
	Iteration 29Q: 3 clusters Score -1.247328e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99198 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -12473292.000000 Penalty: 5718.796387
	Iteration 30Q: 3 clusters Score -1.247329e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99216 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -12473296.000000 Penalty: 5718.796387
	Iteration 31Q: 3 clusters Score -1.24733e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99234 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -12473307.000000 Penalty: 5718.796387
	Iteration 32Q: 3 clusters Score -1.247331e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99247 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -12473309.000000 Penalty: 5718.796387
	Iteration 33Q: 3 clusters Score -1.247331e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99258 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -12473314.000000 Penalty: 5718.796387
	Iteration 34Q: 3 clusters Score -1.247331e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99268 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -12473318.000000 Penalty: 5718.796387
	Iteration 35Q: 3 clusters Score -1.247332e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99275 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -12473325.000000 Penalty: 5718.796387
	Iteration 36Q: 3 clusters Score -1.247332e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99287 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -12473317.000000 Penalty: 5718.796387
	Iteration 37Q: 3 clusters Score -1.247332e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99303 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -12473325.000000 Penalty: 5718.796387
	Iteration 38Q: 3 clusters Score -1.247332e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99322 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -12473321.000000 Penalty: 5718.796387
	Iteration 39Q: 3 clusters Score -1.247332e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99331 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -12473329.000000 Penalty: 5718.796387
	Iteration 40F: 3 clusters Score -1.247333e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99342 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -12473337.000000 Penalty: 5718.796387
	Iteration 41Q: 3 clusters Score -1.247334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99347 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -12473332.000000 Penalty: 5718.796387
	Iteration 42Q: 3 clusters Score -1.247333e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99355 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -12473334.000000 Penalty: 5718.796387
	Iteration 43Q: 3 clusters Score -1.247333e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99359 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -12473344.000000 Penalty: 5718.796387
	Iteration 44Q: 3 clusters Score -1.247334e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99365 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -12473336.000000 Penalty: 5718.796387
	Iteration 45Q: 3 clusters Score -1.247334e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99366 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -12473338.000000 Penalty: 5718.796387
	Iteration 46Q: 3 clusters Score -1.247334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99371 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -12473338.000000 Penalty: 5718.796387
	Iteration 47Q: 3 clusters Score -1.247334e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99380 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -12473334.000000 Penalty: 5718.796387
	Iteration 48Q: 3 clusters Score -1.247333e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99385 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -12473333.000000 Penalty: 5718.796387
	Iteration 49Q: 3 clusters Score -1.247333e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99387 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -12473335.000000 Penalty: 5718.796387
	Iteration 50Q: 3 clusters Score -1.247334e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99388 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -12473338.000000 Penalty: 5718.796387
	Iteration 51Q: 3 clusters Score -1.247334e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99389 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -12473341.000000 Penalty: 5718.796387
	Iteration 52Q: 3 clusters Score -1.247334e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99389 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -12473341.000000 Penalty: 5718.796387
	Iteration 53F: 3 clusters Score -1.247334e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (185226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185226 members 
Entering Unmasked Estep 
Score: -22091378.000000 Penalty: 3008.074219
	Iteration 0F: 2 clusters Score -2.209138e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92818 members 
Mstep: Class 2 contains 92408 members 
Entering Unmasked Estep 
Score: -21967744.000000 Penalty: 6016.148438
	Iteration 0F: 3 clusters Score -2.196774e+07 nChanged 88794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93894 members 
Mstep: Class 2 contains 91332 members 
Entering Unmasked Estep 
Score: -22018716.000000 Penalty: 6016.148438
	Iteration 1F: 3 clusters Score -2.201872e+07 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94953 members 
Mstep: Class 2 contains 90273 members 
Entering Unmasked Estep 
Score: -22019652.000000 Penalty: 6016.148438
	Iteration 2Q: 3 clusters Score -2.201965e+07 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96574 members 
Mstep: Class 2 contains 88652 members 
Entering Unmasked Estep 
Score: -22020742.000000 Penalty: 6016.148438
	Iteration 3Q: 3 clusters Score -2.202074e+07 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99181 members 
Mstep: Class 2 contains 86045 members 
Entering Unmasked Estep 
Score: -22021842.000000 Penalty: 6016.148438
	Iteration 4Q: 3 clusters Score -2.202184e+07 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103155 members 
Mstep: Class 2 contains 82071 members 
Entering Unmasked Estep 
Score: -22023548.000000 Penalty: 6016.148438
	Iteration 5Q: 3 clusters Score -2.202355e+07 nChanged 6891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109144 members 
Mstep: Class 2 contains 76082 members 
Entering Unmasked Estep 
Score: -22026388.000000 Penalty: 6016.148438
	Iteration 6Q: 3 clusters Score -2.202639e+07 nChanged 9164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117934 members 
Mstep: Class 2 contains 67292 members 
Entering Unmasked Estep 
Score: -22031178.000000 Penalty: 6016.148438
	Iteration 7Q: 3 clusters Score -2.203118e+07 nChanged 12469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130311 members 
Mstep: Class 2 contains 54915 members 
Entering Unmasked Estep 
Score: -22039558.000000 Penalty: 6016.148438
	Iteration 8F: 3 clusters Score -2.203956e+07 nChanged 15517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145820 members 
Mstep: Class 2 contains 39406 members 
Entering Unmasked Estep 
Score: -22052070.000000 Penalty: 6016.148438
	Iteration 9F: 3 clusters Score -2.205207e+07 nChanged 16401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162221 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -22067394.000000 Penalty: 6016.148438
	Iteration 10F: 3 clusters Score -2.206739e+07 nChanged 12831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175052 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -22079488.000000 Penalty: 6016.148438
	Iteration 11F: 3 clusters Score -2.207949e+07 nChanged 6745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181797 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -22085696.000000 Penalty: 6016.148438
	Iteration 12Q: 3 clusters Score -2.20857e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184175 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -22087854.000000 Penalty: 6016.148438
	Iteration 13Q: 3 clusters Score -2.208785e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184784 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -22088434.000000 Penalty: 6016.148438
	Iteration 14Q: 3 clusters Score -2.208843e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184935 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -22088620.000000 Penalty: 6016.148438
	Iteration 15Q: 3 clusters Score -2.208862e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184975 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -22088676.000000 Penalty: 6016.148438
	Iteration 16Q: 3 clusters Score -2.208868e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184987 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -22088714.000000 Penalty: 6016.148438
	Iteration 17Q: 3 clusters Score -2.208871e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184993 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -22088730.000000 Penalty: 6016.148438
	Iteration 18Q: 3 clusters Score -2.208873e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184994 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -22088742.000000 Penalty: 6016.148438
	Iteration 19Q: 3 clusters Score -2.208874e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185000 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -22088770.000000 Penalty: 6016.148438
	Iteration 20F: 3 clusters Score -2.208877e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185005 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -22088772.000000 Penalty: 6016.148438
	Iteration 21Q: 3 clusters Score -2.208877e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185001 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -22088772.000000 Penalty: 6016.148438
	Iteration 22Q: 3 clusters Score -2.208877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184999 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -22088762.000000 Penalty: 6016.148438
	Iteration 23Q: 3 clusters Score -2.208876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185000 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -22088768.000000 Penalty: 6016.148438
	Iteration 24Q: 3 clusters Score -2.208877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185000 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -22088772.000000 Penalty: 6016.148438
	Iteration 25Q: 3 clusters Score -2.208877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185002 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -22088772.000000 Penalty: 6016.148438
	Iteration 26Q: 3 clusters Score -2.208877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185002 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -22088786.000000 Penalty: 6016.148438
	Iteration 27Q: 3 clusters Score -2.208879e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185002 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -22088774.000000 Penalty: 6016.148438
	Iteration 28Q: 3 clusters Score -2.208877e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185003 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -22088788.000000 Penalty: 6016.148438
	Iteration 29Q: 3 clusters Score -2.208879e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185003 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -22088788.000000 Penalty: 6016.148438
	Iteration 30F: 3 clusters Score -2.208879e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Entering Unmasked Estep 
Score: -1996699.625000 Penalty: 2407.860352
	Iteration 0F: 2 clusters Score -1996700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1984871.750000 Penalty: 4815.720703
	Iteration 0F: 3 clusters Score -1984872 nChanged 7110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1988783.250000 Penalty: 4815.720703
	Iteration 1F: 3 clusters Score -1988783 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1989244.125000 Penalty: 4815.720703
	Iteration 2F: 3 clusters Score -1989244 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1989649.375000 Penalty: 4815.720703
	Iteration 3F: 3 clusters Score -1989649 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1990032.875000 Penalty: 4815.720703
	Iteration 4Q: 3 clusters Score -1990033 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1990486.750000 Penalty: 4815.720703
	Iteration 5Q: 3 clusters Score -1990487 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1991013.750000 Penalty: 4815.720703
	Iteration 6F: 3 clusters Score -1991014 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1991629.625000 Penalty: 4815.720703
	Iteration 7F: 3 clusters Score -1991630 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1992293.000000 Penalty: 4815.720703
	Iteration 8F: 3 clusters Score -1992293 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -1992924.375000 Penalty: 4815.720703
	Iteration 9F: 3 clusters Score -1992924 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1993515.625000 Penalty: 4815.720703
	Iteration 10Q: 3 clusters Score -1993516 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1993947.125000 Penalty: 4815.720703
	Iteration 11Q: 3 clusters Score -1993947 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1994209.875000 Penalty: 4815.720703
	Iteration 12Q: 3 clusters Score -1994210 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -1994362.500000 Penalty: 4815.720703
	Iteration 13Q: 3 clusters Score -1994362 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -1994452.000000 Penalty: 4815.720703
	Iteration 14Q: 3 clusters Score -1994452 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -1994511.375000 Penalty: 4815.720703
	Iteration 15Q: 3 clusters Score -1994511 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -1994557.375000 Penalty: 4815.720703
	Iteration 16Q: 3 clusters Score -1994557 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -1994599.875000 Penalty: 4815.720703
	Iteration 17Q: 3 clusters Score -1994600 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1994628.125000 Penalty: 4815.720703
	Iteration 18Q: 3 clusters Score -1994628 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -1994647.250000 Penalty: 4815.720703
	Iteration 19Q: 3 clusters Score -1994647 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1994667.500000 Penalty: 4815.720703
	Iteration 20F: 3 clusters Score -1994668 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -1994673.875000 Penalty: 4815.720703
	Iteration 21Q: 3 clusters Score -1994674 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -1994683.875000 Penalty: 4815.720703
	Iteration 22Q: 3 clusters Score -1994684 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -1994692.875000 Penalty: 4815.720703
	Iteration 23Q: 3 clusters Score -1994693 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1994696.375000 Penalty: 4815.720703
	Iteration 24Q: 3 clusters Score -1994696 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -1994700.500000 Penalty: 4815.720703
	Iteration 25Q: 3 clusters Score -1994700 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -1994703.375000 Penalty: 4815.720703
	Iteration 26Q: 3 clusters Score -1994703 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -1994708.125000 Penalty: 4815.720703
	Iteration 27Q: 3 clusters Score -1994708 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -1994709.875000 Penalty: 4815.720703
	Iteration 28Q: 3 clusters Score -1994710 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -1994717.000000 Penalty: 4815.720703
	Iteration 29Q: 3 clusters Score -1994717 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -1994721.500000 Penalty: 4815.720703
	Iteration 30Q: 3 clusters Score -1994722 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -1994721.500000 Penalty: 4815.720703
	Iteration 31Q: 3 clusters Score -1994722 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -1994723.375000 Penalty: 4815.720703
	Iteration 32Q: 3 clusters Score -1994723 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -1994722.375000 Penalty: 4815.720703
	Iteration 33Q: 3 clusters Score -1994722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -1994723.750000 Penalty: 4815.720703
	Iteration 34Q: 3 clusters Score -1994724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -1994722.500000 Penalty: 4815.720703
	Iteration 35Q: 3 clusters Score -1994722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -1994722.750000 Penalty: 4815.720703
	Iteration 36Q: 3 clusters Score -1994723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -1994722.125000 Penalty: 4815.720703
	Iteration 37Q: 3 clusters Score -1994722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -1994724.000000 Penalty: 4815.720703
	Iteration 38Q: 3 clusters Score -1994724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -1994728.250000 Penalty: 4815.720703
	Iteration 39Q: 3 clusters Score -1994728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1994729.750000 Penalty: 4815.720703
	Iteration 40F: 3 clusters Score -1994730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -1994730.625000 Penalty: 4815.720703
	Iteration 41Q: 3 clusters Score -1994731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1994729.375000 Penalty: 4815.720703
	Iteration 42Q: 3 clusters Score -1994729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -1994732.125000 Penalty: 4815.720703
	Iteration 43Q: 3 clusters Score -1994732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -1994733.375000 Penalty: 4815.720703
	Iteration 44Q: 3 clusters Score -1994733 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -1994737.500000 Penalty: 4815.720703
	Iteration 45Q: 3 clusters Score -1994738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -1994739.375000 Penalty: 4815.720703
	Iteration 46Q: 3 clusters Score -1994739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -1994741.375000 Penalty: 4815.720703
	Iteration 47Q: 3 clusters Score -1994741 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -1994743.500000 Penalty: 4815.720703
	Iteration 48Q: 3 clusters Score -1994744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -1994745.125000 Penalty: 4815.720703
	Iteration 49Q: 3 clusters Score -1994745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -1994746.500000 Penalty: 4815.720703
	Iteration 50Q: 3 clusters Score -1994746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -1994747.250000 Penalty: 4815.720703
	Iteration 51Q: 3 clusters Score -1994747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -1994751.375000 Penalty: 4815.720703
	Iteration 52Q: 3 clusters Score -1994751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -1994754.625000 Penalty: 4815.720703
	Iteration 53Q: 3 clusters Score -1994755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -1994752.375000 Penalty: 4815.720703
	Iteration 54Q: 3 clusters Score -1994752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -1994753.750000 Penalty: 4815.720703
	Iteration 55Q: 3 clusters Score -1994754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1994755.250000 Penalty: 4815.720703
	Iteration 56Q: 3 clusters Score -1994755 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -1994756.125000 Penalty: 4815.720703
	Iteration 57Q: 3 clusters Score -1994756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -1994758.750000 Penalty: 4815.720703
	Iteration 58Q: 3 clusters Score -1994759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -1994758.875000 Penalty: 4815.720703
	Iteration 59Q: 3 clusters Score -1994759 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -1994760.000000 Penalty: 4815.720703
	Iteration 60F: 3 clusters Score -1994760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -1994762.875000 Penalty: 4815.720703
	Iteration 61Q: 3 clusters Score -1994763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -1994770.250000 Penalty: 4815.720703
	Iteration 62Q: 3 clusters Score -1994770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -1994770.875000 Penalty: 4815.720703
	Iteration 63Q: 3 clusters Score -1994771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -1994773.125000 Penalty: 4815.720703
	Iteration 64Q: 3 clusters Score -1994773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -1994775.250000 Penalty: 4815.720703
	Iteration 65Q: 3 clusters Score -1994775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -1994778.750000 Penalty: 4815.720703
	Iteration 66Q: 3 clusters Score -1994779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -1994777.500000 Penalty: 4815.720703
	Iteration 67Q: 3 clusters Score -1994778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -1994777.000000 Penalty: 4815.720703
	Iteration 68Q: 3 clusters Score -1994777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -1994779.375000 Penalty: 4815.720703
	Iteration 69Q: 3 clusters Score -1994779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -1994782.375000 Penalty: 4815.720703
	Iteration 70Q: 3 clusters Score -1994782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -1994781.000000 Penalty: 4815.720703
	Iteration 71Q: 3 clusters Score -1994781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -1994780.875000 Penalty: 4815.720703
	Iteration 72Q: 3 clusters Score -1994781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -1994783.125000 Penalty: 4815.720703
	Iteration 73Q: 3 clusters Score -1994783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -1994783.500000 Penalty: 4815.720703
	Iteration 74Q: 3 clusters Score -1994784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -1994784.875000 Penalty: 4815.720703
	Iteration 75Q: 3 clusters Score -1994785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1994787.250000 Penalty: 4815.720703
	Iteration 76Q: 3 clusters Score -1994787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -1994785.750000 Penalty: 4815.720703
	Iteration 77Q: 3 clusters Score -1994786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -1994787.875000 Penalty: 4815.720703
	Iteration 78Q: 3 clusters Score -1994788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -1994785.625000 Penalty: 4815.720703
	Iteration 79Q: 3 clusters Score -1994786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -1994784.625000 Penalty: 4815.720703
	Iteration 80F: 3 clusters Score -1994785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -1994787.125000 Penalty: 4815.720703
	Iteration 81Q: 3 clusters Score -1994787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -1994789.750000 Penalty: 4815.720703
	Iteration 82Q: 3 clusters Score -1994790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -1994789.625000 Penalty: 4815.720703
	Iteration 83Q: 3 clusters Score -1994790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -1994790.500000 Penalty: 4815.720703
	Iteration 84Q: 3 clusters Score -1994790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -1994788.375000 Penalty: 4815.720703
	Iteration 85Q: 3 clusters Score -1994788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -1994790.625000 Penalty: 4815.720703
	Iteration 86Q: 3 clusters Score -1994791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -1994789.125000 Penalty: 4815.720703
	Iteration 87Q: 3 clusters Score -1994789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -1994789.125000 Penalty: 4815.720703
	Iteration 88F: 3 clusters Score -1994789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (83490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83490 members 
Entering Unmasked Estep 
Score: -10197350.000000 Penalty: 2810.455566
	Iteration 0F: 2 clusters Score -1.019735e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41849 members 
Mstep: Class 2 contains 41641 members 
Entering Unmasked Estep 
Score: -10141197.000000 Penalty: 5620.911133
	Iteration 0F: 3 clusters Score -1.01412e+07 nChanged 39364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43359 members 
Mstep: Class 2 contains 40131 members 
Entering Unmasked Estep 
Score: -10163730.000000 Penalty: 5620.911133
	Iteration 1F: 3 clusters Score -1.016373e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44732 members 
Mstep: Class 2 contains 38758 members 
Entering Unmasked Estep 
Score: -10164835.000000 Penalty: 5620.911133
	Iteration 2Q: 3 clusters Score -1.016484e+07 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46981 members 
Mstep: Class 2 contains 36509 members 
Entering Unmasked Estep 
Score: -10166419.000000 Penalty: 5620.911133
	Iteration 3Q: 3 clusters Score -1.016642e+07 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50379 members 
Mstep: Class 2 contains 33111 members 
Entering Unmasked Estep 
Score: -10168850.000000 Penalty: 5620.911133
	Iteration 4F: 3 clusters Score -1.016885e+07 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54886 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -10172397.000000 Penalty: 5620.911133
	Iteration 5F: 3 clusters Score -1.01724e+07 nChanged 6408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60352 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -10176973.000000 Penalty: 5620.911133
	Iteration 6F: 3 clusters Score -1.017697e+07 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66028 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -10181995.000000 Penalty: 5620.911133
	Iteration 7F: 3 clusters Score -1.0182e+07 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71201 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -10186643.000000 Penalty: 5620.911133
	Iteration 8F: 3 clusters Score -1.018664e+07 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75432 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -10190180.000000 Penalty: 5620.911133
	Iteration 9F: 3 clusters Score -1.019018e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78400 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -10192589.000000 Penalty: 5620.911133
	Iteration 10Q: 3 clusters Score -1.019259e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80274 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -10193924.000000 Penalty: 5620.911133
	Iteration 11Q: 3 clusters Score -1.019392e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81307 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -10194647.000000 Penalty: 5620.911133
	Iteration 12Q: 3 clusters Score -1.019465e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81843 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -10194972.000000 Penalty: 5620.911133
	Iteration 13Q: 3 clusters Score -1.019497e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82138 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -10195157.000000 Penalty: 5620.911133
	Iteration 14Q: 3 clusters Score -1.019516e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82310 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -10195270.000000 Penalty: 5620.911133
	Iteration 15Q: 3 clusters Score -1.019527e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82411 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -10195341.000000 Penalty: 5620.911133
	Iteration 16Q: 3 clusters Score -1.019534e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82473 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -10195368.000000 Penalty: 5620.911133
	Iteration 17Q: 3 clusters Score -1.019537e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82514 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -10195415.000000 Penalty: 5620.911133
	Iteration 18Q: 3 clusters Score -1.019542e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82551 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -10195434.000000 Penalty: 5620.911133
	Iteration 19Q: 3 clusters Score -1.019543e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82582 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -10195437.000000 Penalty: 5620.911133
	Iteration 20F: 3 clusters Score -1.019544e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82601 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -10195453.000000 Penalty: 5620.911133
	Iteration 21Q: 3 clusters Score -1.019545e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82611 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -10195442.000000 Penalty: 5620.911133
	Iteration 22Q: 3 clusters Score -1.019544e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82616 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -10195451.000000 Penalty: 5620.911133
	Iteration 23Q: 3 clusters Score -1.019545e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82633 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -10195469.000000 Penalty: 5620.911133
	Iteration 24Q: 3 clusters Score -1.019547e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82646 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -10195479.000000 Penalty: 5620.911133
	Iteration 25Q: 3 clusters Score -1.019548e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82660 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -10195481.000000 Penalty: 5620.911133
	Iteration 26Q: 3 clusters Score -1.019548e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82668 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -10195477.000000 Penalty: 5620.911133
	Iteration 27Q: 3 clusters Score -1.019548e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82675 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -10195484.000000 Penalty: 5620.911133
	Iteration 28Q: 3 clusters Score -1.019548e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82683 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -10195505.000000 Penalty: 5620.911133
	Iteration 29Q: 3 clusters Score -1.01955e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82690 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -10195506.000000 Penalty: 5620.911133
	Iteration 30Q: 3 clusters Score -1.019551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82693 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -10195503.000000 Penalty: 5620.911133
	Iteration 31Q: 3 clusters Score -1.01955e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82696 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -10195503.000000 Penalty: 5620.911133
	Iteration 32Q: 3 clusters Score -1.01955e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82697 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -10195510.000000 Penalty: 5620.911133
	Iteration 33Q: 3 clusters Score -1.019551e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82699 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -10195508.000000 Penalty: 5620.911133
	Iteration 34Q: 3 clusters Score -1.019551e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82701 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -10195509.000000 Penalty: 5620.911133
	Iteration 35Q: 3 clusters Score -1.019551e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82701 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -10195509.000000 Penalty: 5620.911133
	Iteration 36Q: 3 clusters Score -1.019551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82702 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -10195515.000000 Penalty: 5620.911133
	Iteration 37Q: 3 clusters Score -1.019552e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82703 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -10195513.000000 Penalty: 5620.911133
	Iteration 38Q: 3 clusters Score -1.019551e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82703 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -10195513.000000 Penalty: 5620.911133
	Iteration 39F: 3 clusters Score -1.019551e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (25676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Entering Unmasked Estep 
Score: -3078690.750000 Penalty: 2518.021240
	Iteration 0F: 2 clusters Score -3078691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -3061063.250000 Penalty: 5036.042480
	Iteration 0F: 3 clusters Score -3061063 nChanged 11459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -3067324.250000 Penalty: 5036.042480
	Iteration 1F: 3 clusters Score -3067324 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -3067787.500000 Penalty: 5036.042480
	Iteration 2Q: 3 clusters Score -3067788 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -3068238.750000 Penalty: 5036.042480
	Iteration 3Q: 3 clusters Score -3068239 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -3068687.750000 Penalty: 5036.042480
	Iteration 4Q: 3 clusters Score -3068688 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -3069214.250000 Penalty: 5036.042480
	Iteration 5Q: 3 clusters Score -3069214 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -3069822.500000 Penalty: 5036.042480
	Iteration 6Q: 3 clusters Score -3069822 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -3070526.000000 Penalty: 5036.042480
	Iteration 7Q: 3 clusters Score -3070526 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -3071276.250000 Penalty: 5036.042480
	Iteration 8Q: 3 clusters Score -3071276 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -3072009.250000 Penalty: 5036.042480
	Iteration 9Q: 3 clusters Score -3072009 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -3072621.750000 Penalty: 5036.042480
	Iteration 10Q: 3 clusters Score -3072622 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -3073112.750000 Penalty: 5036.042480
	Iteration 11Q: 3 clusters Score -3073113 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -3073485.000000 Penalty: 5036.042480
	Iteration 12Q: 3 clusters Score -3073485 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -3073785.000000 Penalty: 5036.042480
	Iteration 13Q: 3 clusters Score -3073785 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -3074026.000000 Penalty: 5036.042480
	Iteration 14Q: 3 clusters Score -3074026 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -3074204.250000 Penalty: 5036.042480
	Iteration 15Q: 3 clusters Score -3074204 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -3074339.000000 Penalty: 5036.042480
	Iteration 16Q: 3 clusters Score -3074339 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -3074465.500000 Penalty: 5036.042480
	Iteration 17Q: 3 clusters Score -3074466 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -3074570.750000 Penalty: 5036.042480
	Iteration 18Q: 3 clusters Score -3074571 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -3074682.500000 Penalty: 5036.042480
	Iteration 19Q: 3 clusters Score -3074682 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -3074787.250000 Penalty: 5036.042480
	Iteration 20F: 3 clusters Score -3074787 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -3074897.500000 Penalty: 5036.042480
	Iteration 21Q: 3 clusters Score -3074898 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -3075011.000000 Penalty: 5036.042480
	Iteration 22Q: 3 clusters Score -3075011 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -3075107.250000 Penalty: 5036.042480
	Iteration 23Q: 3 clusters Score -3075107 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -3075239.250000 Penalty: 5036.042480
	Iteration 24Q: 3 clusters Score -3075239 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -3075372.750000 Penalty: 5036.042480
	Iteration 25Q: 3 clusters Score -3075373 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -3075500.750000 Penalty: 5036.042480
	Iteration 26Q: 3 clusters Score -3075501 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -3075641.000000 Penalty: 5036.042480
	Iteration 27Q: 3 clusters Score -3075641 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -3075737.750000 Penalty: 5036.042480
	Iteration 28Q: 3 clusters Score -3075738 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -3075842.000000 Penalty: 5036.042480
	Iteration 29Q: 3 clusters Score -3075842 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -3075956.750000 Penalty: 5036.042480
	Iteration 30Q: 3 clusters Score -3075957 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -3076051.000000 Penalty: 5036.042480
	Iteration 31Q: 3 clusters Score -3076051 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -3076154.000000 Penalty: 5036.042480
	Iteration 32Q: 3 clusters Score -3076154 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -3076224.250000 Penalty: 5036.042480
	Iteration 33Q: 3 clusters Score -3076224 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -3076302.250000 Penalty: 5036.042480
	Iteration 34Q: 3 clusters Score -3076302 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -3076350.000000 Penalty: 5036.042480
	Iteration 35Q: 3 clusters Score -3076350 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -3076400.000000 Penalty: 5036.042480
	Iteration 36Q: 3 clusters Score -3076400 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -3076446.000000 Penalty: 5036.042480
	Iteration 37Q: 3 clusters Score -3076446 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -3076485.250000 Penalty: 5036.042480
	Iteration 38Q: 3 clusters Score -3076485 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -3076523.000000 Penalty: 5036.042480
	Iteration 39Q: 3 clusters Score -3076523 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -3076555.500000 Penalty: 5036.042480
	Iteration 40F: 3 clusters Score -3076556 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -3076588.000000 Penalty: 5036.042480
	Iteration 41Q: 3 clusters Score -3076588 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -3076619.750000 Penalty: 5036.042480
	Iteration 42Q: 3 clusters Score -3076620 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -3076644.250000 Penalty: 5036.042480
	Iteration 43Q: 3 clusters Score -3076644 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -3076665.250000 Penalty: 5036.042480
	Iteration 44Q: 3 clusters Score -3076665 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -3076688.000000 Penalty: 5036.042480
	Iteration 45Q: 3 clusters Score -3076688 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -3076705.750000 Penalty: 5036.042480
	Iteration 46Q: 3 clusters Score -3076706 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -3076716.000000 Penalty: 5036.042480
	Iteration 47Q: 3 clusters Score -3076716 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -3076723.750000 Penalty: 5036.042480
	Iteration 48Q: 3 clusters Score -3076724 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -3076726.000000 Penalty: 5036.042480
	Iteration 49Q: 3 clusters Score -3076726 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -3076745.750000 Penalty: 5036.042480
	Iteration 50Q: 3 clusters Score -3076746 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -3076756.250000 Penalty: 5036.042480
	Iteration 51Q: 3 clusters Score -3076756 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -3076766.000000 Penalty: 5036.042480
	Iteration 52Q: 3 clusters Score -3076766 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -3076779.000000 Penalty: 5036.042480
	Iteration 53Q: 3 clusters Score -3076779 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -3076780.500000 Penalty: 5036.042480
	Iteration 54Q: 3 clusters Score -3076780 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -3076791.250000 Penalty: 5036.042480
	Iteration 55Q: 3 clusters Score -3076791 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -3076797.000000 Penalty: 5036.042480
	Iteration 56Q: 3 clusters Score -3076797 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -3076812.500000 Penalty: 5036.042480
	Iteration 57Q: 3 clusters Score -3076812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -3076815.000000 Penalty: 5036.042480
	Iteration 58Q: 3 clusters Score -3076815 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -3076813.500000 Penalty: 5036.042480
	Iteration 59Q: 3 clusters Score -3076814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -3076825.250000 Penalty: 5036.042480
	Iteration 60F: 3 clusters Score -3076825 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -3076828.000000 Penalty: 5036.042480
	Iteration 61Q: 3 clusters Score -3076828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -3076832.000000 Penalty: 5036.042480
	Iteration 62Q: 3 clusters Score -3076832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -3076835.000000 Penalty: 5036.042480
	Iteration 63Q: 3 clusters Score -3076835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -3076840.500000 Penalty: 5036.042480
	Iteration 64Q: 3 clusters Score -3076840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -3076838.000000 Penalty: 5036.042480
	Iteration 65Q: 3 clusters Score -3076838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -3076842.250000 Penalty: 5036.042480
	Iteration 66Q: 3 clusters Score -3076842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -3076847.500000 Penalty: 5036.042480
	Iteration 67Q: 3 clusters Score -3076848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -3076849.250000 Penalty: 5036.042480
	Iteration 68Q: 3 clusters Score -3076849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -3076844.250000 Penalty: 5036.042480
	Iteration 69Q: 3 clusters Score -3076844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -3076844.250000 Penalty: 5036.042480
	Iteration 70F: 3 clusters Score -3076844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (118284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118284 members 
Entering Unmasked Estep 
Score: -14433092.000000 Penalty: 2896.849121
	Iteration 0F: 2 clusters Score -1.443309e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59273 members 
Mstep: Class 2 contains 59011 members 
Entering Unmasked Estep 
Score: -14353971.000000 Penalty: 5793.698242
	Iteration 0F: 3 clusters Score -1.435397e+07 nChanged 56307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59044 members 
Mstep: Class 2 contains 59240 members 
Entering Unmasked Estep 
Score: -14386414.000000 Penalty: 5793.698242
	Iteration 1F: 3 clusters Score -1.438641e+07 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58896 members 
Mstep: Class 2 contains 59388 members 
Entering Unmasked Estep 
Score: -14387399.000000 Penalty: 5793.698242
	Iteration 2Q: 3 clusters Score -1.43874e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58672 members 
Mstep: Class 2 contains 59612 members 
Entering Unmasked Estep 
Score: -14388604.000000 Penalty: 5793.698242
	Iteration 3Q: 3 clusters Score -1.43886e+07 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58367 members 
Mstep: Class 2 contains 59917 members 
Entering Unmasked Estep 
Score: -14390042.000000 Penalty: 5793.698242
	Iteration 4Q: 3 clusters Score -1.439004e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58076 members 
Mstep: Class 2 contains 60208 members 
Entering Unmasked Estep 
Score: -14392038.000000 Penalty: 5793.698242
	Iteration 5Q: 3 clusters Score -1.439204e+07 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57949 members 
Mstep: Class 2 contains 60335 members 
Entering Unmasked Estep 
Score: -14394620.000000 Penalty: 5793.698242
	Iteration 6Q: 3 clusters Score -1.439462e+07 nChanged 6373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57932 members 
Mstep: Class 2 contains 60352 members 
Entering Unmasked Estep 
Score: -14398461.000000 Penalty: 5793.698242
	Iteration 7F: 3 clusters Score -1.439846e+07 nChanged 7069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58001 members 
Mstep: Class 2 contains 60283 members 
Entering Unmasked Estep 
Score: -14403645.000000 Penalty: 5793.698242
	Iteration 8F: 3 clusters Score -1.440364e+07 nChanged 7533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57770 members 
Mstep: Class 2 contains 60514 members 
Entering Unmasked Estep 
Score: -14409737.000000 Penalty: 5793.698242
	Iteration 9F: 3 clusters Score -1.440974e+07 nChanged 7634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56982 members 
Mstep: Class 2 contains 61302 members 
Entering Unmasked Estep 
Score: -14416454.000000 Penalty: 5793.698242
	Iteration 10F: 3 clusters Score -1.441645e+07 nChanged 6676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55682 members 
Mstep: Class 2 contains 62602 members 
Entering Unmasked Estep 
Score: -14421765.000000 Penalty: 5793.698242
	Iteration 11F: 3 clusters Score -1.442176e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54274 members 
Mstep: Class 2 contains 64010 members 
Entering Unmasked Estep 
Score: -14424752.000000 Penalty: 5793.698242
	Iteration 12Q: 3 clusters Score -1.442475e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52995 members 
Mstep: Class 2 contains 65289 members 
Entering Unmasked Estep 
Score: -14426632.000000 Penalty: 5793.698242
	Iteration 13Q: 3 clusters Score -1.442663e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51937 members 
Mstep: Class 2 contains 66347 members 
Entering Unmasked Estep 
Score: -14427714.000000 Penalty: 5793.698242
	Iteration 14Q: 3 clusters Score -1.442771e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51160 members 
Mstep: Class 2 contains 67124 members 
Entering Unmasked Estep 
Score: -14428266.000000 Penalty: 5793.698242
	Iteration 15Q: 3 clusters Score -1.442827e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50546 members 
Mstep: Class 2 contains 67738 members 
Entering Unmasked Estep 
Score: -14428641.000000 Penalty: 5793.698242
	Iteration 16Q: 3 clusters Score -1.442864e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49928 members 
Mstep: Class 2 contains 68356 members 
Entering Unmasked Estep 
Score: -14428864.000000 Penalty: 5793.698242
	Iteration 17Q: 3 clusters Score -1.442886e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49378 members 
Mstep: Class 2 contains 68906 members 
Entering Unmasked Estep 
Score: -14428989.000000 Penalty: 5793.698242
	Iteration 18Q: 3 clusters Score -1.442899e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48825 members 
Mstep: Class 2 contains 69459 members 
Entering Unmasked Estep 
Score: -14429116.000000 Penalty: 5793.698242
	Iteration 19Q: 3 clusters Score -1.442912e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48329 members 
Mstep: Class 2 contains 69955 members 
Entering Unmasked Estep 
Score: -14429203.000000 Penalty: 5793.698242
	Iteration 20F: 3 clusters Score -1.44292e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47840 members 
Mstep: Class 2 contains 70444 members 
Entering Unmasked Estep 
Score: -14429197.000000 Penalty: 5793.698242
	Iteration 21Q: 3 clusters Score -1.44292e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47375 members 
Mstep: Class 2 contains 70909 members 
Entering Unmasked Estep 
Score: -14429220.000000 Penalty: 5793.698242
	Iteration 22Q: 3 clusters Score -1.442922e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46915 members 
Mstep: Class 2 contains 71369 members 
Entering Unmasked Estep 
Score: -14429318.000000 Penalty: 5793.698242
	Iteration 23Q: 3 clusters Score -1.442932e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46464 members 
Mstep: Class 2 contains 71820 members 
Entering Unmasked Estep 
Score: -14429382.000000 Penalty: 5793.698242
	Iteration 24Q: 3 clusters Score -1.442938e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46035 members 
Mstep: Class 2 contains 72249 members 
Entering Unmasked Estep 
Score: -14429430.000000 Penalty: 5793.698242
	Iteration 25Q: 3 clusters Score -1.442943e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45618 members 
Mstep: Class 2 contains 72666 members 
Entering Unmasked Estep 
Score: -14429502.000000 Penalty: 5793.698242
	Iteration 26Q: 3 clusters Score -1.44295e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45210 members 
Mstep: Class 2 contains 73074 members 
Entering Unmasked Estep 
Score: -14429506.000000 Penalty: 5793.698242
	Iteration 27Q: 3 clusters Score -1.442951e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44792 members 
Mstep: Class 2 contains 73492 members 
Entering Unmasked Estep 
Score: -14429561.000000 Penalty: 5793.698242
	Iteration 28Q: 3 clusters Score -1.442956e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44431 members 
Mstep: Class 2 contains 73853 members 
Entering Unmasked Estep 
Score: -14429573.000000 Penalty: 5793.698242
	Iteration 29Q: 3 clusters Score -1.442957e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44109 members 
Mstep: Class 2 contains 74175 members 
Entering Unmasked Estep 
Score: -14429616.000000 Penalty: 5793.698242
	Iteration 30Q: 3 clusters Score -1.442962e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43799 members 
Mstep: Class 2 contains 74485 members 
Entering Unmasked Estep 
Score: -14429611.000000 Penalty: 5793.698242
	Iteration 31Q: 3 clusters Score -1.442961e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43518 members 
Mstep: Class 2 contains 74766 members 
Entering Unmasked Estep 
Score: -14429613.000000 Penalty: 5793.698242
	Iteration 32Q: 3 clusters Score -1.442961e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43254 members 
Mstep: Class 2 contains 75030 members 
Entering Unmasked Estep 
Score: -14429676.000000 Penalty: 5793.698242
	Iteration 33Q: 3 clusters Score -1.442968e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42984 members 
Mstep: Class 2 contains 75300 members 
Entering Unmasked Estep 
Score: -14429710.000000 Penalty: 5793.698242
	Iteration 34Q: 3 clusters Score -1.442971e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42743 members 
Mstep: Class 2 contains 75541 members 
Entering Unmasked Estep 
Score: -14429753.000000 Penalty: 5793.698242
	Iteration 35Q: 3 clusters Score -1.442975e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42513 members 
Mstep: Class 2 contains 75771 members 
Entering Unmasked Estep 
Score: -14429739.000000 Penalty: 5793.698242
	Iteration 36Q: 3 clusters Score -1.442974e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42289 members 
Mstep: Class 2 contains 75995 members 
Entering Unmasked Estep 
Score: -14429725.000000 Penalty: 5793.698242
	Iteration 37Q: 3 clusters Score -1.442972e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42058 members 
Mstep: Class 2 contains 76226 members 
Entering Unmasked Estep 
Score: -14429778.000000 Penalty: 5793.698242
	Iteration 38Q: 3 clusters Score -1.442978e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41805 members 
Mstep: Class 2 contains 76479 members 
Entering Unmasked Estep 
Score: -14429791.000000 Penalty: 5793.698242
	Iteration 39Q: 3 clusters Score -1.442979e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41580 members 
Mstep: Class 2 contains 76704 members 
Entering Unmasked Estep 
Score: -14429782.000000 Penalty: 5793.698242
	Iteration 40F: 3 clusters Score -1.442978e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41363 members 
Mstep: Class 2 contains 76921 members 
Entering Unmasked Estep 
Score: -14429819.000000 Penalty: 5793.698242
	Iteration 41Q: 3 clusters Score -1.442982e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41176 members 
Mstep: Class 2 contains 77108 members 
Entering Unmasked Estep 
Score: -14429855.000000 Penalty: 5793.698242
	Iteration 42Q: 3 clusters Score -1.442986e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40998 members 
Mstep: Class 2 contains 77286 members 
Entering Unmasked Estep 
Score: -14429869.000000 Penalty: 5793.698242
	Iteration 43Q: 3 clusters Score -1.442987e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 77490 members 
Entering Unmasked Estep 
Score: -14429888.000000 Penalty: 5793.698242
	Iteration 44Q: 3 clusters Score -1.442989e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40607 members 
Mstep: Class 2 contains 77677 members 
Entering Unmasked Estep 
Score: -14429919.000000 Penalty: 5793.698242
	Iteration 45Q: 3 clusters Score -1.442992e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 77872 members 
Entering Unmasked Estep 
Score: -14429924.000000 Penalty: 5793.698242
	Iteration 46Q: 3 clusters Score -1.442992e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40228 members 
Mstep: Class 2 contains 78056 members 
Entering Unmasked Estep 
Score: -14429944.000000 Penalty: 5793.698242
	Iteration 47Q: 3 clusters Score -1.442994e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40048 members 
Mstep: Class 2 contains 78236 members 
Entering Unmasked Estep 
Score: -14429987.000000 Penalty: 5793.698242
	Iteration 48Q: 3 clusters Score -1.442999e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39868 members 
Mstep: Class 2 contains 78416 members 
Entering Unmasked Estep 
Score: -14429977.000000 Penalty: 5793.698242
	Iteration 49Q: 3 clusters Score -1.442998e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 78597 members 
Entering Unmasked Estep 
Score: -14429947.000000 Penalty: 5793.698242
	Iteration 50Q: 3 clusters Score -1.442995e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39480 members 
Mstep: Class 2 contains 78804 members 
Entering Unmasked Estep 
Score: -14429950.000000 Penalty: 5793.698242
	Iteration 51Q: 3 clusters Score -1.442995e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39282 members 
Mstep: Class 2 contains 79002 members 
Entering Unmasked Estep 
Score: -14429964.000000 Penalty: 5793.698242
	Iteration 52Q: 3 clusters Score -1.442996e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39092 members 
Mstep: Class 2 contains 79192 members 
Entering Unmasked Estep 
Score: -14430000.000000 Penalty: 5793.698242
	Iteration 53Q: 3 clusters Score -1.443e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38906 members 
Mstep: Class 2 contains 79378 members 
Entering Unmasked Estep 
Score: -14430017.000000 Penalty: 5793.698242
	Iteration 54Q: 3 clusters Score -1.443002e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38731 members 
Mstep: Class 2 contains 79553 members 
Entering Unmasked Estep 
Score: -14430032.000000 Penalty: 5793.698242
	Iteration 55Q: 3 clusters Score -1.443003e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38551 members 
Mstep: Class 2 contains 79733 members 
Entering Unmasked Estep 
Score: -14430022.000000 Penalty: 5793.698242
	Iteration 56Q: 3 clusters Score -1.443002e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 79909 members 
Entering Unmasked Estep 
Score: -14430031.000000 Penalty: 5793.698242
	Iteration 57Q: 3 clusters Score -1.443003e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38212 members 
Mstep: Class 2 contains 80072 members 
Entering Unmasked Estep 
Score: -14430026.000000 Penalty: 5793.698242
	Iteration 58Q: 3 clusters Score -1.443003e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38050 members 
Mstep: Class 2 contains 80234 members 
Entering Unmasked Estep 
Score: -14430042.000000 Penalty: 5793.698242
	Iteration 59Q: 3 clusters Score -1.443004e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37874 members 
Mstep: Class 2 contains 80410 members 
Entering Unmasked Estep 
Score: -14430066.000000 Penalty: 5793.698242
	Iteration 60F: 3 clusters Score -1.443007e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37679 members 
Mstep: Class 2 contains 80605 members 
Entering Unmasked Estep 
Score: -14430062.000000 Penalty: 5793.698242
	Iteration 61Q: 3 clusters Score -1.443006e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37492 members 
Mstep: Class 2 contains 80792 members 
Entering Unmasked Estep 
Score: -14430048.000000 Penalty: 5793.698242
	Iteration 62Q: 3 clusters Score -1.443005e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37311 members 
Mstep: Class 2 contains 80973 members 
Entering Unmasked Estep 
Score: -14430042.000000 Penalty: 5793.698242
	Iteration 63Q: 3 clusters Score -1.443004e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 81126 members 
Entering Unmasked Estep 
Score: -14430063.000000 Penalty: 5793.698242
	Iteration 64Q: 3 clusters Score -1.443006e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 81267 members 
Entering Unmasked Estep 
Score: -14430042.000000 Penalty: 5793.698242
	Iteration 65Q: 3 clusters Score -1.443004e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 81399 members 
Entering Unmasked Estep 
Score: -14430059.000000 Penalty: 5793.698242
	Iteration 66Q: 3 clusters Score -1.443006e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 81525 members 
Entering Unmasked Estep 
Score: -14430040.000000 Penalty: 5793.698242
	Iteration 67Q: 3 clusters Score -1.443004e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36630 members 
Mstep: Class 2 contains 81654 members 
Entering Unmasked Estep 
Score: -14430064.000000 Penalty: 5793.698242
	Iteration 68Q: 3 clusters Score -1.443006e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36520 members 
Mstep: Class 2 contains 81764 members 
Entering Unmasked Estep 
Score: -14430088.000000 Penalty: 5793.698242
	Iteration 69Q: 3 clusters Score -1.443009e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36403 members 
Mstep: Class 2 contains 81881 members 
Entering Unmasked Estep 
Score: -14430071.000000 Penalty: 5793.698242
	Iteration 70Q: 3 clusters Score -1.443007e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 82004 members 
Entering Unmasked Estep 
Score: -14430067.000000 Penalty: 5793.698242
	Iteration 71Q: 3 clusters Score -1.443007e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36175 members 
Mstep: Class 2 contains 82109 members 
Entering Unmasked Estep 
Score: -14430106.000000 Penalty: 5793.698242
	Iteration 72Q: 3 clusters Score -1.443011e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36072 members 
Mstep: Class 2 contains 82212 members 
Entering Unmasked Estep 
Score: -14430103.000000 Penalty: 5793.698242
	Iteration 73Q: 3 clusters Score -1.44301e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35979 members 
Mstep: Class 2 contains 82305 members 
Entering Unmasked Estep 
Score: -14430111.000000 Penalty: 5793.698242
	Iteration 74Q: 3 clusters Score -1.443011e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35863 members 
Mstep: Class 2 contains 82421 members 
Entering Unmasked Estep 
Score: -14430119.000000 Penalty: 5793.698242
	Iteration 75Q: 3 clusters Score -1.443012e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 82542 members 
Entering Unmasked Estep 
Score: -14430140.000000 Penalty: 5793.698242
	Iteration 76Q: 3 clusters Score -1.443014e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35616 members 
Mstep: Class 2 contains 82668 members 
Entering Unmasked Estep 
Score: -14430125.000000 Penalty: 5793.698242
	Iteration 77Q: 3 clusters Score -1.443012e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35508 members 
Mstep: Class 2 contains 82776 members 
Entering Unmasked Estep 
Score: -14430122.000000 Penalty: 5793.698242
	Iteration 78Q: 3 clusters Score -1.443012e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35400 members 
Mstep: Class 2 contains 82884 members 
Entering Unmasked Estep 
Score: -14430139.000000 Penalty: 5793.698242
	Iteration 79Q: 3 clusters Score -1.443014e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35282 members 
Mstep: Class 2 contains 83002 members 
Entering Unmasked Estep 
Score: -14430141.000000 Penalty: 5793.698242
	Iteration 80F: 3 clusters Score -1.443014e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 83127 members 
Entering Unmasked Estep 
Score: -14430170.000000 Penalty: 5793.698242
	Iteration 81Q: 3 clusters Score -1.443017e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35033 members 
Mstep: Class 2 contains 83251 members 
Entering Unmasked Estep 
Score: -14430161.000000 Penalty: 5793.698242
	Iteration 82Q: 3 clusters Score -1.443016e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34924 members 
Mstep: Class 2 contains 83360 members 
Entering Unmasked Estep 
Score: -14430157.000000 Penalty: 5793.698242
	Iteration 83Q: 3 clusters Score -1.443016e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34812 members 
Mstep: Class 2 contains 83472 members 
Entering Unmasked Estep 
Score: -14430162.000000 Penalty: 5793.698242
	Iteration 84Q: 3 clusters Score -1.443016e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34697 members 
Mstep: Class 2 contains 83587 members 
Entering Unmasked Estep 
Score: -14430149.000000 Penalty: 5793.698242
	Iteration 85Q: 3 clusters Score -1.443015e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34576 members 
Mstep: Class 2 contains 83708 members 
Entering Unmasked Estep 
Score: -14430178.000000 Penalty: 5793.698242
	Iteration 86Q: 3 clusters Score -1.443018e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34448 members 
Mstep: Class 2 contains 83836 members 
Entering Unmasked Estep 
Score: -14430175.000000 Penalty: 5793.698242
	Iteration 87Q: 3 clusters Score -1.443018e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34341 members 
Mstep: Class 2 contains 83943 members 
Entering Unmasked Estep 
Score: -14430175.000000 Penalty: 5793.698242
	Iteration 88Q: 3 clusters Score -1.443018e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34246 members 
Mstep: Class 2 contains 84038 members 
Entering Unmasked Estep 
Score: -14430194.000000 Penalty: 5793.698242
	Iteration 89Q: 3 clusters Score -1.443019e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 84119 members 
Entering Unmasked Estep 
Score: -14430181.000000 Penalty: 5793.698242
	Iteration 90Q: 3 clusters Score -1.443018e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 84206 members 
Entering Unmasked Estep 
Score: -14430165.000000 Penalty: 5793.698242
	Iteration 91Q: 3 clusters Score -1.443016e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 84280 members 
Entering Unmasked Estep 
Score: -14430173.000000 Penalty: 5793.698242
	Iteration 92Q: 3 clusters Score -1.443017e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 84364 members 
Entering Unmasked Estep 
Score: -14430163.000000 Penalty: 5793.698242
	Iteration 93Q: 3 clusters Score -1.443016e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33843 members 
Mstep: Class 2 contains 84441 members 
Entering Unmasked Estep 
Score: -14430172.000000 Penalty: 5793.698242
	Iteration 94Q: 3 clusters Score -1.443017e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33758 members 
Mstep: Class 2 contains 84526 members 
Entering Unmasked Estep 
Score: -14430163.000000 Penalty: 5793.698242
	Iteration 95Q: 3 clusters Score -1.443016e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 84609 members 
Entering Unmasked Estep 
Score: -14430158.000000 Penalty: 5793.698242
	Iteration 96Q: 3 clusters Score -1.443016e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33575 members 
Mstep: Class 2 contains 84709 members 
Entering Unmasked Estep 
Score: -14430140.000000 Penalty: 5793.698242
	Iteration 97Q: 3 clusters Score -1.443014e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33482 members 
Mstep: Class 2 contains 84802 members 
Entering Unmasked Estep 
Score: -14430145.000000 Penalty: 5793.698242
	Iteration 98Q: 3 clusters Score -1.443014e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33382 members 
Mstep: Class 2 contains 84902 members 
Entering Unmasked Estep 
Score: -14430170.000000 Penalty: 5793.698242
	Iteration 99Q: 3 clusters Score -1.443017e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 84998 members 
Entering Unmasked Estep 
Score: -14430159.000000 Penalty: 5793.698242
	Iteration 100F: 3 clusters Score -1.443016e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 85081 members 
Entering Unmasked Estep 
Score: -14430147.000000 Penalty: 5793.698242
	Iteration 101Q: 3 clusters Score -1.443015e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33127 members 
Mstep: Class 2 contains 85157 members 
Entering Unmasked Estep 
Score: -14430160.000000 Penalty: 5793.698242
	Iteration 102Q: 3 clusters Score -1.443016e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 85245 members 
Entering Unmasked Estep 
Score: -14430154.000000 Penalty: 5793.698242
	Iteration 103Q: 3 clusters Score -1.443015e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32962 members 
Mstep: Class 2 contains 85322 members 
Entering Unmasked Estep 
Score: -14430153.000000 Penalty: 5793.698242
	Iteration 104Q: 3 clusters Score -1.443015e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32893 members 
Mstep: Class 2 contains 85391 members 
Entering Unmasked Estep 
Score: -14430137.000000 Penalty: 5793.698242
	Iteration 105Q: 3 clusters Score -1.443014e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32838 members 
Mstep: Class 2 contains 85446 members 
Entering Unmasked Estep 
Score: -14430148.000000 Penalty: 5793.698242
	Iteration 106Q: 3 clusters Score -1.443015e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32789 members 
Mstep: Class 2 contains 85495 members 
Entering Unmasked Estep 
Score: -14430139.000000 Penalty: 5793.698242
	Iteration 107Q: 3 clusters Score -1.443014e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 85552 members 
Entering Unmasked Estep 
Score: -14430148.000000 Penalty: 5793.698242
	Iteration 108Q: 3 clusters Score -1.443015e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 85598 members 
Entering Unmasked Estep 
Score: -14430182.000000 Penalty: 5793.698242
	Iteration 109Q: 3 clusters Score -1.443018e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32634 members 
Mstep: Class 2 contains 85650 members 
Entering Unmasked Estep 
Score: -14430166.000000 Penalty: 5793.698242
	Iteration 110Q: 3 clusters Score -1.443017e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32580 members 
Mstep: Class 2 contains 85704 members 
Entering Unmasked Estep 
Score: -14430182.000000 Penalty: 5793.698242
	Iteration 111Q: 3 clusters Score -1.443018e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32519 members 
Mstep: Class 2 contains 85765 members 
Entering Unmasked Estep 
Score: -14430176.000000 Penalty: 5793.698242
	Iteration 112Q: 3 clusters Score -1.443018e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 85830 members 
Entering Unmasked Estep 
Score: -14430195.000000 Penalty: 5793.698242
	Iteration 113Q: 3 clusters Score -1.44302e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32392 members 
Mstep: Class 2 contains 85892 members 
Entering Unmasked Estep 
Score: -14430185.000000 Penalty: 5793.698242
	Iteration 114Q: 3 clusters Score -1.443018e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32331 members 
Mstep: Class 2 contains 85953 members 
Entering Unmasked Estep 
Score: -14430171.000000 Penalty: 5793.698242
	Iteration 115Q: 3 clusters Score -1.443017e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32270 members 
Mstep: Class 2 contains 86014 members 
Entering Unmasked Estep 
Score: -14430191.000000 Penalty: 5793.698242
	Iteration 116Q: 3 clusters Score -1.443019e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32217 members 
Mstep: Class 2 contains 86067 members 
Entering Unmasked Estep 
Score: -14430205.000000 Penalty: 5793.698242
	Iteration 117Q: 3 clusters Score -1.44302e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32158 members 
Mstep: Class 2 contains 86126 members 
Entering Unmasked Estep 
Score: -14430190.000000 Penalty: 5793.698242
	Iteration 118Q: 3 clusters Score -1.443019e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 86180 members 
Entering Unmasked Estep 
Score: -14430210.000000 Penalty: 5793.698242
	Iteration 119Q: 3 clusters Score -1.443021e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32049 members 
Mstep: Class 2 contains 86235 members 
Entering Unmasked Estep 
Score: -14430203.000000 Penalty: 5793.698242
	Iteration 120F: 3 clusters Score -1.44302e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31987 members 
Mstep: Class 2 contains 86297 members 
Entering Unmasked Estep 
Score: -14430195.000000 Penalty: 5793.698242
	Iteration 121Q: 3 clusters Score -1.44302e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31931 members 
Mstep: Class 2 contains 86353 members 
Entering Unmasked Estep 
Score: -14430191.000000 Penalty: 5793.698242
	Iteration 122Q: 3 clusters Score -1.443019e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31886 members 
Mstep: Class 2 contains 86398 members 
Entering Unmasked Estep 
Score: -14430161.000000 Penalty: 5793.698242
	Iteration 123Q: 3 clusters Score -1.443016e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31831 members 
Mstep: Class 2 contains 86453 members 
Entering Unmasked Estep 
Score: -14430178.000000 Penalty: 5793.698242
	Iteration 124Q: 3 clusters Score -1.443018e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31770 members 
Mstep: Class 2 contains 86514 members 
Entering Unmasked Estep 
Score: -14430194.000000 Penalty: 5793.698242
	Iteration 125Q: 3 clusters Score -1.443019e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 86570 members 
Entering Unmasked Estep 
Score: -14430168.000000 Penalty: 5793.698242
	Iteration 126Q: 3 clusters Score -1.443017e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31651 members 
Mstep: Class 2 contains 86633 members 
Entering Unmasked Estep 
Score: -14430170.000000 Penalty: 5793.698242
	Iteration 127Q: 3 clusters Score -1.443017e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31596 members 
Mstep: Class 2 contains 86688 members 
Entering Unmasked Estep 
Score: -14430161.000000 Penalty: 5793.698242
	Iteration 128Q: 3 clusters Score -1.443016e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 86743 members 
Entering Unmasked Estep 
Score: -14430160.000000 Penalty: 5793.698242
	Iteration 129Q: 3 clusters Score -1.443016e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 86797 members 
Entering Unmasked Estep 
Score: -14430185.000000 Penalty: 5793.698242
	Iteration 130Q: 3 clusters Score -1.443018e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31431 members 
Mstep: Class 2 contains 86853 members 
Entering Unmasked Estep 
Score: -14430187.000000 Penalty: 5793.698242
	Iteration 131Q: 3 clusters Score -1.443019e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 86923 members 
Entering Unmasked Estep 
Score: -14430196.000000 Penalty: 5793.698242
	Iteration 132Q: 3 clusters Score -1.44302e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 86985 members 
Entering Unmasked Estep 
Score: -14430202.000000 Penalty: 5793.698242
	Iteration 133Q: 3 clusters Score -1.44302e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31242 members 
Mstep: Class 2 contains 87042 members 
Entering Unmasked Estep 
Score: -14430217.000000 Penalty: 5793.698242
	Iteration 134Q: 3 clusters Score -1.443022e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 87097 members 
Entering Unmasked Estep 
Score: -14430234.000000 Penalty: 5793.698242
	Iteration 135Q: 3 clusters Score -1.443023e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31138 members 
Mstep: Class 2 contains 87146 members 
Entering Unmasked Estep 
Score: -14430239.000000 Penalty: 5793.698242
	Iteration 136Q: 3 clusters Score -1.443024e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 87200 members 
Entering Unmasked Estep 
Score: -14430241.000000 Penalty: 5793.698242
	Iteration 137Q: 3 clusters Score -1.443024e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 87264 members 
Entering Unmasked Estep 
Score: -14430228.000000 Penalty: 5793.698242
	Iteration 138Q: 3 clusters Score -1.443023e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Mstep: Class 2 contains 87326 members 
Entering Unmasked Estep 
Score: -14430233.000000 Penalty: 5793.698242
	Iteration 139Q: 3 clusters Score -1.443023e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30889 members 
Mstep: Class 2 contains 87395 members 
Entering Unmasked Estep 
Score: -14430247.000000 Penalty: 5793.698242
	Iteration 140F: 3 clusters Score -1.443025e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 87461 members 
Entering Unmasked Estep 
Score: -14430256.000000 Penalty: 5793.698242
	Iteration 141Q: 3 clusters Score -1.443026e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30763 members 
Mstep: Class 2 contains 87521 members 
Entering Unmasked Estep 
Score: -14430271.000000 Penalty: 5793.698242
	Iteration 142Q: 3 clusters Score -1.443027e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30700 members 
Mstep: Class 2 contains 87584 members 
Entering Unmasked Estep 
Score: -14430284.000000 Penalty: 5793.698242
	Iteration 143Q: 3 clusters Score -1.443028e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 87658 members 
Entering Unmasked Estep 
Score: -14430289.000000 Penalty: 5793.698242
	Iteration 144Q: 3 clusters Score -1.443029e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Mstep: Class 2 contains 87740 members 
Entering Unmasked Estep 
Score: -14430271.000000 Penalty: 5793.698242
	Iteration 145Q: 3 clusters Score -1.443027e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30466 members 
Mstep: Class 2 contains 87818 members 
Entering Unmasked Estep 
Score: -14430276.000000 Penalty: 5793.698242
	Iteration 146Q: 3 clusters Score -1.443028e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30381 members 
Mstep: Class 2 contains 87903 members 
Entering Unmasked Estep 
Score: -14430273.000000 Penalty: 5793.698242
	Iteration 147Q: 3 clusters Score -1.443027e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 2 contains 87972 members 
Entering Unmasked Estep 
Score: -14430255.000000 Penalty: 5793.698242
	Iteration 148Q: 3 clusters Score -1.443026e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 88035 members 
Entering Unmasked Estep 
Score: -14430266.000000 Penalty: 5793.698242
	Iteration 149Q: 3 clusters Score -1.443027e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 88097 members 
Entering Unmasked Estep 
Score: -14430259.000000 Penalty: 5793.698242
	Iteration 150Q: 3 clusters Score -1.443026e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 88151 members 
Entering Unmasked Estep 
Score: -14430277.000000 Penalty: 5793.698242
	Iteration 151Q: 3 clusters Score -1.443028e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 88202 members 
Entering Unmasked Estep 
Score: -14430289.000000 Penalty: 5793.698242
	Iteration 152Q: 3 clusters Score -1.443029e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 88255 members 
Entering Unmasked Estep 
Score: -14430271.000000 Penalty: 5793.698242
	Iteration 153Q: 3 clusters Score -1.443027e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29981 members 
Mstep: Class 2 contains 88303 members 
Entering Unmasked Estep 
Score: -14430287.000000 Penalty: 5793.698242
	Iteration 154Q: 3 clusters Score -1.443029e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29940 members 
Mstep: Class 2 contains 88344 members 
Entering Unmasked Estep 
Score: -14430296.000000 Penalty: 5793.698242
	Iteration 155Q: 3 clusters Score -1.44303e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 88382 members 
Entering Unmasked Estep 
Score: -14430288.000000 Penalty: 5793.698242
	Iteration 156Q: 3 clusters Score -1.443029e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29864 members 
Mstep: Class 2 contains 88420 members 
Entering Unmasked Estep 
Score: -14430300.000000 Penalty: 5793.698242
	Iteration 157Q: 3 clusters Score -1.44303e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Mstep: Class 2 contains 88466 members 
Entering Unmasked Estep 
Score: -14430310.000000 Penalty: 5793.698242
	Iteration 158Q: 3 clusters Score -1.443031e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 88514 members 
Entering Unmasked Estep 
Score: -14430319.000000 Penalty: 5793.698242
	Iteration 159Q: 3 clusters Score -1.443032e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 88560 members 
Entering Unmasked Estep 
Score: -14430311.000000 Penalty: 5793.698242
	Iteration 160F: 3 clusters Score -1.443031e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 88597 members 
Entering Unmasked Estep 
Score: -14430319.000000 Penalty: 5793.698242
	Iteration 161Q: 3 clusters Score -1.443032e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 88626 members 
Entering Unmasked Estep 
Score: -14430329.000000 Penalty: 5793.698242
	Iteration 162Q: 3 clusters Score -1.443033e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29628 members 
Mstep: Class 2 contains 88656 members 
Entering Unmasked Estep 
Score: -14430332.000000 Penalty: 5793.698242
	Iteration 163Q: 3 clusters Score -1.443033e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29595 members 
Mstep: Class 2 contains 88689 members 
Entering Unmasked Estep 
Score: -14430323.000000 Penalty: 5793.698242
	Iteration 164Q: 3 clusters Score -1.443032e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 88725 members 
Entering Unmasked Estep 
Score: -14430326.000000 Penalty: 5793.698242
	Iteration 165Q: 3 clusters Score -1.443033e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29528 members 
Mstep: Class 2 contains 88756 members 
Entering Unmasked Estep 
Score: -14430337.000000 Penalty: 5793.698242
	Iteration 166Q: 3 clusters Score -1.443034e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29494 members 
Mstep: Class 2 contains 88790 members 
Entering Unmasked Estep 
Score: -14430326.000000 Penalty: 5793.698242
	Iteration 167Q: 3 clusters Score -1.443033e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29452 members 
Mstep: Class 2 contains 88832 members 
Entering Unmasked Estep 
Score: -14430314.000000 Penalty: 5793.698242
	Iteration 168Q: 3 clusters Score -1.443031e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 88866 members 
Entering Unmasked Estep 
Score: -14430327.000000 Penalty: 5793.698242
	Iteration 169Q: 3 clusters Score -1.443033e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 88907 members 
Entering Unmasked Estep 
Score: -14430321.000000 Penalty: 5793.698242
	Iteration 170Q: 3 clusters Score -1.443032e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29321 members 
Mstep: Class 2 contains 88963 members 
Entering Unmasked Estep 
Score: -14430320.000000 Penalty: 5793.698242
	Iteration 171Q: 3 clusters Score -1.443032e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 89015 members 
Entering Unmasked Estep 
Score: -14430308.000000 Penalty: 5793.698242
	Iteration 172Q: 3 clusters Score -1.443031e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29225 members 
Mstep: Class 2 contains 89059 members 
Entering Unmasked Estep 
Score: -14430295.000000 Penalty: 5793.698242
	Iteration 173Q: 3 clusters Score -1.44303e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 89104 members 
Entering Unmasked Estep 
Score: -14430304.000000 Penalty: 5793.698242
	Iteration 174Q: 3 clusters Score -1.44303e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 89155 members 
Entering Unmasked Estep 
Score: -14430318.000000 Penalty: 5793.698242
	Iteration 175Q: 3 clusters Score -1.443032e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 89192 members 
Entering Unmasked Estep 
Score: -14430342.000000 Penalty: 5793.698242
	Iteration 176Q: 3 clusters Score -1.443034e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 89225 members 
Entering Unmasked Estep 
Score: -14430352.000000 Penalty: 5793.698242
	Iteration 177Q: 3 clusters Score -1.443035e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29030 members 
Mstep: Class 2 contains 89254 members 
Entering Unmasked Estep 
Score: -14430338.000000 Penalty: 5793.698242
	Iteration 178Q: 3 clusters Score -1.443034e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 89280 members 
Entering Unmasked Estep 
Score: -14430341.000000 Penalty: 5793.698242
	Iteration 179Q: 3 clusters Score -1.443034e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28984 members 
Mstep: Class 2 contains 89300 members 
Entering Unmasked Estep 
Score: -14430345.000000 Penalty: 5793.698242
	Iteration 180F: 3 clusters Score -1.443034e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 89320 members 
Entering Unmasked Estep 
Score: -14430337.000000 Penalty: 5793.698242
	Iteration 181Q: 3 clusters Score -1.443034e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28939 members 
Mstep: Class 2 contains 89345 members 
Entering Unmasked Estep 
Score: -14430332.000000 Penalty: 5793.698242
	Iteration 182Q: 3 clusters Score -1.443033e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 89371 members 
Entering Unmasked Estep 
Score: -14430331.000000 Penalty: 5793.698242
	Iteration 183Q: 3 clusters Score -1.443033e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 89410 members 
Entering Unmasked Estep 
Score: -14430322.000000 Penalty: 5793.698242
	Iteration 184Q: 3 clusters Score -1.443032e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 89450 members 
Entering Unmasked Estep 
Score: -14430348.000000 Penalty: 5793.698242
	Iteration 185Q: 3 clusters Score -1.443035e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 89484 members 
Entering Unmasked Estep 
Score: -14430350.000000 Penalty: 5793.698242
	Iteration 186Q: 3 clusters Score -1.443035e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 89508 members 
Entering Unmasked Estep 
Score: -14430359.000000 Penalty: 5793.698242
	Iteration 187Q: 3 clusters Score -1.443036e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 89531 members 
Entering Unmasked Estep 
Score: -14430378.000000 Penalty: 5793.698242
	Iteration 188Q: 3 clusters Score -1.443038e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28735 members 
Mstep: Class 2 contains 89549 members 
Entering Unmasked Estep 
Score: -14430376.000000 Penalty: 5793.698242
	Iteration 189Q: 3 clusters Score -1.443038e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 89571 members 
Entering Unmasked Estep 
Score: -14430378.000000 Penalty: 5793.698242
	Iteration 190Q: 3 clusters Score -1.443038e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 89598 members 
Entering Unmasked Estep 
Score: -14430400.000000 Penalty: 5793.698242
	Iteration 191Q: 3 clusters Score -1.44304e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 89622 members 
Entering Unmasked Estep 
Score: -14430391.000000 Penalty: 5793.698242
	Iteration 192Q: 3 clusters Score -1.443039e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 89646 members 
Entering Unmasked Estep 
Score: -14430382.000000 Penalty: 5793.698242
	Iteration 193Q: 3 clusters Score -1.443038e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28606 members 
Mstep: Class 2 contains 89678 members 
Entering Unmasked Estep 
Score: -14430392.000000 Penalty: 5793.698242
	Iteration 194Q: 3 clusters Score -1.443039e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 89704 members 
Entering Unmasked Estep 
Score: -14430389.000000 Penalty: 5793.698242
	Iteration 195Q: 3 clusters Score -1.443039e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 89729 members 
Entering Unmasked Estep 
Score: -14430368.000000 Penalty: 5793.698242
	Iteration 196Q: 3 clusters Score -1.443037e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 89749 members 
Entering Unmasked Estep 
Score: -14430359.000000 Penalty: 5793.698242
	Iteration 197Q: 3 clusters Score -1.443036e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 89767 members 
Entering Unmasked Estep 
Score: -14430368.000000 Penalty: 5793.698242
	Iteration 198Q: 3 clusters Score -1.443037e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 89775 members 
Entering Unmasked Estep 
Score: -14430373.000000 Penalty: 5793.698242
	Iteration 199Q: 3 clusters Score -1.443037e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 89785 members 
Entering Unmasked Estep 
Score: -14430373.000000 Penalty: 5793.698242
	Iteration 200F: 3 clusters Score -1.443037e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 89795 members 
Entering Unmasked Estep 
Score: -14430371.000000 Penalty: 5793.698242
	Iteration 201Q: 3 clusters Score -1.443037e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 89807 members 
Entering Unmasked Estep 
Score: -14430369.000000 Penalty: 5793.698242
	Iteration 202Q: 3 clusters Score -1.443037e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 89821 members 
Entering Unmasked Estep 
Score: -14430379.000000 Penalty: 5793.698242
	Iteration 203Q: 3 clusters Score -1.443038e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 89844 members 
Entering Unmasked Estep 
Score: -14430378.000000 Penalty: 5793.698242
	Iteration 204Q: 3 clusters Score -1.443038e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28424 members 
Mstep: Class 2 contains 89860 members 
Entering Unmasked Estep 
Score: -14430363.000000 Penalty: 5793.698242
	Iteration 205Q: 3 clusters Score -1.443036e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 89874 members 
Entering Unmasked Estep 
Score: -14430362.000000 Penalty: 5793.698242
	Iteration 206Q: 3 clusters Score -1.443036e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 89881 members 
Entering Unmasked Estep 
Score: -14430360.000000 Penalty: 5793.698242
	Iteration 207Q: 3 clusters Score -1.443036e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 89888 members 
Entering Unmasked Estep 
Score: -14430346.000000 Penalty: 5793.698242
	Iteration 208Q: 3 clusters Score -1.443035e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 89892 members 
Entering Unmasked Estep 
Score: -14430354.000000 Penalty: 5793.698242
	Iteration 209Q: 3 clusters Score -1.443035e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 89899 members 
Entering Unmasked Estep 
Score: -14430348.000000 Penalty: 5793.698242
	Iteration 210Q: 3 clusters Score -1.443035e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Mstep: Class 2 contains 89905 members 
Entering Unmasked Estep 
Score: -14430350.000000 Penalty: 5793.698242
	Iteration 211Q: 3 clusters Score -1.443035e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 89912 members 
Entering Unmasked Estep 
Score: -14430350.000000 Penalty: 5793.698242
	Iteration 212Q: 3 clusters Score -1.443035e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Mstep: Class 2 contains 89916 members 
Entering Unmasked Estep 
Score: -14430339.000000 Penalty: 5793.698242
	Iteration 213Q: 3 clusters Score -1.443034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28365 members 
Mstep: Class 2 contains 89919 members 
Entering Unmasked Estep 
Score: -14430350.000000 Penalty: 5793.698242
	Iteration 214Q: 3 clusters Score -1.443035e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 89925 members 
Entering Unmasked Estep 
Score: -14430356.000000 Penalty: 5793.698242
	Iteration 215Q: 3 clusters Score -1.443036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 89928 members 
Entering Unmasked Estep 
Score: -14430359.000000 Penalty: 5793.698242
	Iteration 216Q: 3 clusters Score -1.443036e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28350 members 
Mstep: Class 2 contains 89934 members 
Entering Unmasked Estep 
Score: -14430355.000000 Penalty: 5793.698242
	Iteration 217Q: 3 clusters Score -1.443036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 89938 members 
Entering Unmasked Estep 
Score: -14430347.000000 Penalty: 5793.698242
	Iteration 218Q: 3 clusters Score -1.443035e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 89941 members 
Entering Unmasked Estep 
Score: -14430348.000000 Penalty: 5793.698242
	Iteration 219Q: 3 clusters Score -1.443035e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28338 members 
Mstep: Class 2 contains 89946 members 
Entering Unmasked Estep 
Score: -14430345.000000 Penalty: 5793.698242
	Iteration 220F: 3 clusters Score -1.443034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 89949 members 
Entering Unmasked Estep 
Score: -14430346.000000 Penalty: 5793.698242
	Iteration 221Q: 3 clusters Score -1.443035e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 89952 members 
Entering Unmasked Estep 
Score: -14430351.000000 Penalty: 5793.698242
	Iteration 222Q: 3 clusters Score -1.443035e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 89954 members 
Entering Unmasked Estep 
Score: -14430350.000000 Penalty: 5793.698242
	Iteration 223Q: 3 clusters Score -1.443035e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 89956 members 
Entering Unmasked Estep 
Score: -14430355.000000 Penalty: 5793.698242
	Iteration 224Q: 3 clusters Score -1.443036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 89960 members 
Entering Unmasked Estep 
Score: -14430352.000000 Penalty: 5793.698242
	Iteration 225Q: 3 clusters Score -1.443035e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 89963 members 
Entering Unmasked Estep 
Score: -14430347.000000 Penalty: 5793.698242
	Iteration 226Q: 3 clusters Score -1.443035e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 89967 members 
Entering Unmasked Estep 
Score: -14430341.000000 Penalty: 5793.698242
	Iteration 227Q: 3 clusters Score -1.443034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 89971 members 
Entering Unmasked Estep 
Score: -14430346.000000 Penalty: 5793.698242
	Iteration 228Q: 3 clusters Score -1.443035e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 89977 members 
Entering Unmasked Estep 
Score: -14430358.000000 Penalty: 5793.698242
	Iteration 229Q: 3 clusters Score -1.443036e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 89979 members 
Entering Unmasked Estep 
Score: -14430354.000000 Penalty: 5793.698242
	Iteration 230Q: 3 clusters Score -1.443035e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 89984 members 
Entering Unmasked Estep 
Score: -14430354.000000 Penalty: 5793.698242
	Iteration 231Q: 3 clusters Score -1.443035e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 89990 members 
Entering Unmasked Estep 
Score: -14430352.000000 Penalty: 5793.698242
	Iteration 232Q: 3 clusters Score -1.443035e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28292 members 
Mstep: Class 2 contains 89992 members 
Entering Unmasked Estep 
Score: -14430346.000000 Penalty: 5793.698242
	Iteration 233Q: 3 clusters Score -1.443035e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 89994 members 
Entering Unmasked Estep 
Score: -14430354.000000 Penalty: 5793.698242
	Iteration 234Q: 3 clusters Score -1.443035e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 89994 members 
Entering Unmasked Estep 
Score: -14430354.000000 Penalty: 5793.698242
	Iteration 235F: 3 clusters Score -1.443035e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44162 members 
Entering Unmasked Estep 
Score: -5345663.000000 Penalty: 2652.513672
	Iteration 0F: 2 clusters Score -5345663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -5315997.000000 Penalty: 5305.027344
	Iteration 0F: 3 clusters Score -5315997 nChanged 20349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -5327073.500000 Penalty: 5305.027344
	Iteration 1F: 3 clusters Score -5327074 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -5327779.500000 Penalty: 5305.027344
	Iteration 2Q: 3 clusters Score -5327780 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -5328623.000000 Penalty: 5305.027344
	Iteration 3Q: 3 clusters Score -5328623 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -5329534.000000 Penalty: 5305.027344
	Iteration 4Q: 3 clusters Score -5329534 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -5330641.500000 Penalty: 5305.027344
	Iteration 5F: 3 clusters Score -5330642 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -5331877.500000 Penalty: 5305.027344
	Iteration 6F: 3 clusters Score -5331878 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -5333288.000000 Penalty: 5305.027344
	Iteration 7F: 3 clusters Score -5333288 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 31178 members 
Entering Unmasked Estep 
Score: -5334782.000000 Penalty: 5305.027344
	Iteration 8F: 3 clusters Score -5334782 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 33433 members 
Entering Unmasked Estep 
Score: -5336305.500000 Penalty: 5305.027344
	Iteration 9F: 3 clusters Score -5336306 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -5337968.000000 Penalty: 5305.027344
	Iteration 10F: 3 clusters Score -5337968 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 37757 members 
Entering Unmasked Estep 
Score: -5339733.000000 Penalty: 5305.027344
	Iteration 11F: 3 clusters Score -5339733 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -5341404.500000 Penalty: 5305.027344
	Iteration 12Q: 3 clusters Score -5341404 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 40796 members 
Entering Unmasked Estep 
Score: -5342798.500000 Penalty: 5305.027344
	Iteration 13Q: 3 clusters Score -5342798 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 41599 members 
Entering Unmasked Estep 
Score: -5343755.500000 Penalty: 5305.027344
	Iteration 14Q: 3 clusters Score -5343756 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 42007 members 
Entering Unmasked Estep 
Score: -5344238.000000 Penalty: 5305.027344
	Iteration 15Q: 3 clusters Score -5344238 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 42202 members 
Entering Unmasked Estep 
Score: -5344496.000000 Penalty: 5305.027344
	Iteration 16Q: 3 clusters Score -5344496 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 42282 members 
Entering Unmasked Estep 
Score: -5344644.000000 Penalty: 5305.027344
	Iteration 17Q: 3 clusters Score -5344644 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 42301 members 
Entering Unmasked Estep 
Score: -5344705.500000 Penalty: 5305.027344
	Iteration 18Q: 3 clusters Score -5344706 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 42326 members 
Entering Unmasked Estep 
Score: -5344741.500000 Penalty: 5305.027344
	Iteration 19Q: 3 clusters Score -5344742 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 42332 members 
Entering Unmasked Estep 
Score: -5344764.000000 Penalty: 5305.027344
	Iteration 20F: 3 clusters Score -5344764 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 42344 members 
Entering Unmasked Estep 
Score: -5344795.500000 Penalty: 5305.027344
	Iteration 21Q: 3 clusters Score -5344796 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 42347 members 
Entering Unmasked Estep 
Score: -5344811.500000 Penalty: 5305.027344
	Iteration 22Q: 3 clusters Score -5344812 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 42350 members 
Entering Unmasked Estep 
Score: -5344819.000000 Penalty: 5305.027344
	Iteration 23Q: 3 clusters Score -5344819 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 42352 members 
Entering Unmasked Estep 
Score: -5344815.500000 Penalty: 5305.027344
	Iteration 24Q: 3 clusters Score -5344816 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -5344810.500000 Penalty: 5305.027344
	Iteration 25Q: 3 clusters Score -5344810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 42367 members 
Entering Unmasked Estep 
Score: -5344812.000000 Penalty: 5305.027344
	Iteration 26Q: 3 clusters Score -5344812 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 42368 members 
Entering Unmasked Estep 
Score: -5344828.500000 Penalty: 5305.027344
	Iteration 27Q: 3 clusters Score -5344828 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 42366 members 
Entering Unmasked Estep 
Score: -5344836.000000 Penalty: 5305.027344
	Iteration 28Q: 3 clusters Score -5344836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 42364 members 
Entering Unmasked Estep 
Score: -5344846.500000 Penalty: 5305.027344
	Iteration 29Q: 3 clusters Score -5344846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 42366 members 
Entering Unmasked Estep 
Score: -5344846.000000 Penalty: 5305.027344
	Iteration 30Q: 3 clusters Score -5344846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 42369 members 
Entering Unmasked Estep 
Score: -5344848.000000 Penalty: 5305.027344
	Iteration 31Q: 3 clusters Score -5344848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 42375 members 
Entering Unmasked Estep 
Score: -5344851.500000 Penalty: 5305.027344
	Iteration 32Q: 3 clusters Score -5344852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 42378 members 
Entering Unmasked Estep 
Score: -5344849.500000 Penalty: 5305.027344
	Iteration 33Q: 3 clusters Score -5344850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 42377 members 
Entering Unmasked Estep 
Score: -5344854.500000 Penalty: 5305.027344
	Iteration 34Q: 3 clusters Score -5344854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 42380 members 
Entering Unmasked Estep 
Score: -5344857.000000 Penalty: 5305.027344
	Iteration 35Q: 3 clusters Score -5344857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 42379 members 
Entering Unmasked Estep 
Score: -5344861.500000 Penalty: 5305.027344
	Iteration 36Q: 3 clusters Score -5344862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 42377 members 
Entering Unmasked Estep 
Score: -5344865.000000 Penalty: 5305.027344
	Iteration 37Q: 3 clusters Score -5344865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 42379 members 
Entering Unmasked Estep 
Score: -5344866.000000 Penalty: 5305.027344
	Iteration 38Q: 3 clusters Score -5344866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 42379 members 
Entering Unmasked Estep 
Score: -5344868.000000 Penalty: 5305.027344
	Iteration 39Q: 3 clusters Score -5344868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 42384 members 
Entering Unmasked Estep 
Score: -5344873.000000 Penalty: 5305.027344
	Iteration 40F: 3 clusters Score -5344873 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 42389 members 
Entering Unmasked Estep 
Score: -5344881.500000 Penalty: 5305.027344
	Iteration 41Q: 3 clusters Score -5344882 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 42394 members 
Entering Unmasked Estep 
Score: -5344888.000000 Penalty: 5305.027344
	Iteration 42Q: 3 clusters Score -5344888 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 42402 members 
Entering Unmasked Estep 
Score: -5344899.000000 Penalty: 5305.027344
	Iteration 43Q: 3 clusters Score -5344899 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 42411 members 
Entering Unmasked Estep 
Score: -5344900.500000 Penalty: 5305.027344
	Iteration 44Q: 3 clusters Score -5344900 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 42410 members 
Entering Unmasked Estep 
Score: -5344898.500000 Penalty: 5305.027344
	Iteration 45Q: 3 clusters Score -5344898 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 42404 members 
Entering Unmasked Estep 
Score: -5344917.000000 Penalty: 5305.027344
	Iteration 46Q: 3 clusters Score -5344917 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 42404 members 
Entering Unmasked Estep 
Score: -5344915.500000 Penalty: 5305.027344
	Iteration 47Q: 3 clusters Score -5344916 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 42412 members 
Entering Unmasked Estep 
Score: -5344937.000000 Penalty: 5305.027344
	Iteration 48Q: 3 clusters Score -5344937 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 42420 members 
Entering Unmasked Estep 
Score: -5344946.500000 Penalty: 5305.027344
	Iteration 49Q: 3 clusters Score -5344946 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 42428 members 
Entering Unmasked Estep 
Score: -5344975.000000 Penalty: 5305.027344
	Iteration 50Q: 3 clusters Score -5344975 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 42426 members 
Entering Unmasked Estep 
Score: -5344997.000000 Penalty: 5305.027344
	Iteration 51Q: 3 clusters Score -5344997 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 42431 members 
Entering Unmasked Estep 
Score: -5345021.500000 Penalty: 5305.027344
	Iteration 52Q: 3 clusters Score -5345022 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 42423 members 
Entering Unmasked Estep 
Score: -5345031.500000 Penalty: 5305.027344
	Iteration 53Q: 3 clusters Score -5345032 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 42411 members 
Entering Unmasked Estep 
Score: -5345057.500000 Penalty: 5305.027344
	Iteration 54Q: 3 clusters Score -5345058 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 42411 members 
Entering Unmasked Estep 
Score: -5345080.500000 Penalty: 5305.027344
	Iteration 55Q: 3 clusters Score -5345080 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 42405 members 
Entering Unmasked Estep 
Score: -5345097.500000 Penalty: 5305.027344
	Iteration 56Q: 3 clusters Score -5345098 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 42391 members 
Entering Unmasked Estep 
Score: -5345121.000000 Penalty: 5305.027344
	Iteration 57Q: 3 clusters Score -5345121 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 42385 members 
Entering Unmasked Estep 
Score: -5345143.000000 Penalty: 5305.027344
	Iteration 58Q: 3 clusters Score -5345143 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 42377 members 
Entering Unmasked Estep 
Score: -5345175.500000 Penalty: 5305.027344
	Iteration 59Q: 3 clusters Score -5345176 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 42361 members 
Entering Unmasked Estep 
Score: -5345217.500000 Penalty: 5305.027344
	Iteration 60F: 3 clusters Score -5345218 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 42344 members 
Entering Unmasked Estep 
Score: -5345266.500000 Penalty: 5305.027344
	Iteration 61Q: 3 clusters Score -5345266 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 42326 members 
Entering Unmasked Estep 
Score: -5345302.500000 Penalty: 5305.027344
	Iteration 62Q: 3 clusters Score -5345302 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 42317 members 
Entering Unmasked Estep 
Score: -5345343.000000 Penalty: 5305.027344
	Iteration 63Q: 3 clusters Score -5345343 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 42301 members 
Entering Unmasked Estep 
Score: -5345402.500000 Penalty: 5305.027344
	Iteration 64Q: 3 clusters Score -5345402 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 42290 members 
Entering Unmasked Estep 
Score: -5345422.500000 Penalty: 5305.027344
	Iteration 65Q: 3 clusters Score -5345422 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 42288 members 
Entering Unmasked Estep 
Score: -5345435.500000 Penalty: 5305.027344
	Iteration 66Q: 3 clusters Score -5345436 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 42289 members 
Entering Unmasked Estep 
Score: -5345451.500000 Penalty: 5305.027344
	Iteration 67Q: 3 clusters Score -5345452 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -5345450.500000 Penalty: 5305.027344
	Iteration 68Q: 3 clusters Score -5345450 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 42278 members 
Entering Unmasked Estep 
Score: -5345446.500000 Penalty: 5305.027344
	Iteration 69Q: 3 clusters Score -5345446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 42271 members 
Entering Unmasked Estep 
Score: -5345454.000000 Penalty: 5305.027344
	Iteration 70Q: 3 clusters Score -5345454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 42266 members 
Entering Unmasked Estep 
Score: -5345460.000000 Penalty: 5305.027344
	Iteration 71Q: 3 clusters Score -5345460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 42264 members 
Entering Unmasked Estep 
Score: -5345468.000000 Penalty: 5305.027344
	Iteration 72Q: 3 clusters Score -5345468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 42257 members 
Entering Unmasked Estep 
Score: -5345467.000000 Penalty: 5305.027344
	Iteration 73Q: 3 clusters Score -5345467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 42251 members 
Entering Unmasked Estep 
Score: -5345468.500000 Penalty: 5305.027344
	Iteration 74Q: 3 clusters Score -5345468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 42249 members 
Entering Unmasked Estep 
Score: -5345465.500000 Penalty: 5305.027344
	Iteration 75Q: 3 clusters Score -5345466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 42244 members 
Entering Unmasked Estep 
Score: -5345471.000000 Penalty: 5305.027344
	Iteration 76Q: 3 clusters Score -5345471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 42243 members 
Entering Unmasked Estep 
Score: -5345470.000000 Penalty: 5305.027344
	Iteration 77Q: 3 clusters Score -5345470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 42243 members 
Entering Unmasked Estep 
Score: -5345470.000000 Penalty: 5305.027344
	Iteration 78F: 3 clusters Score -5345470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (53090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53090 members 
Entering Unmasked Estep 
Score: -5956878.000000 Penalty: 2698.176514
	Iteration 0F: 2 clusters Score -5956878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -5921170.000000 Penalty: 5396.353027
	Iteration 0F: 3 clusters Score -5921170 nChanged 24611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -5935271.500000 Penalty: 5396.353027
	Iteration 1F: 3 clusters Score -5935272 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 27899 members 
Entering Unmasked Estep 
Score: -5936342.000000 Penalty: 5396.353027
	Iteration 2F: 3 clusters Score -5936342 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -5937460.500000 Penalty: 5396.353027
	Iteration 3F: 3 clusters Score -5937460 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 29795 members 
Entering Unmasked Estep 
Score: -5938614.000000 Penalty: 5396.353027
	Iteration 4F: 3 clusters Score -5938614 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
Score: -5939849.000000 Penalty: 5396.353027
	Iteration 5F: 3 clusters Score -5939849 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -5941258.000000 Penalty: 5396.353027
	Iteration 6F: 3 clusters Score -5941258 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 35495 members 
Entering Unmasked Estep 
Score: -5942928.500000 Penalty: 5396.353027
	Iteration 7F: 3 clusters Score -5942928 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 38028 members 
Entering Unmasked Estep 
Score: -5944804.500000 Penalty: 5396.353027
	Iteration 8F: 3 clusters Score -5944804 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 40767 members 
Entering Unmasked Estep 
Score: -5946830.500000 Penalty: 5396.353027
	Iteration 9F: 3 clusters Score -5946830 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 43431 members 
Entering Unmasked Estep 
Score: -5948883.000000 Penalty: 5396.353027
	Iteration 10F: 3 clusters Score -5948883 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 45884 members 
Entering Unmasked Estep 
Score: -5950726.500000 Penalty: 5396.353027
	Iteration 11Q: 3 clusters Score -5950726 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 47831 members 
Entering Unmasked Estep 
Score: -5952289.500000 Penalty: 5396.353027
	Iteration 12Q: 3 clusters Score -5952290 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 49240 members 
Entering Unmasked Estep 
Score: -5953277.500000 Penalty: 5396.353027
	Iteration 13Q: 3 clusters Score -5953278 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 50232 members 
Entering Unmasked Estep 
Score: -5953958.500000 Penalty: 5396.353027
	Iteration 14Q: 3 clusters Score -5953958 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 50883 members 
Entering Unmasked Estep 
Score: -5954324.500000 Penalty: 5396.353027
	Iteration 15Q: 3 clusters Score -5954324 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 51310 members 
Entering Unmasked Estep 
Score: -5954608.000000 Penalty: 5396.353027
	Iteration 16Q: 3 clusters Score -5954608 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 51593 members 
Entering Unmasked Estep 
Score: -5954759.000000 Penalty: 5396.353027
	Iteration 17Q: 3 clusters Score -5954759 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 51785 members 
Entering Unmasked Estep 
Score: -5954882.000000 Penalty: 5396.353027
	Iteration 18Q: 3 clusters Score -5954882 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 51915 members 
Entering Unmasked Estep 
Score: -5954938.000000 Penalty: 5396.353027
	Iteration 19Q: 3 clusters Score -5954938 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 52010 members 
Entering Unmasked Estep 
Score: -5955008.500000 Penalty: 5396.353027
	Iteration 20F: 3 clusters Score -5955008 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 52089 members 
Entering Unmasked Estep 
Score: -5955058.500000 Penalty: 5396.353027
	Iteration 21Q: 3 clusters Score -5955058 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 52130 members 
Entering Unmasked Estep 
Score: -5955087.500000 Penalty: 5396.353027
	Iteration 22Q: 3 clusters Score -5955088 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 52172 members 
Entering Unmasked Estep 
Score: -5955113.000000 Penalty: 5396.353027
	Iteration 23Q: 3 clusters Score -5955113 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 52196 members 
Entering Unmasked Estep 
Score: -5955120.500000 Penalty: 5396.353027
	Iteration 24Q: 3 clusters Score -5955120 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 52203 members 
Entering Unmasked Estep 
Score: -5955131.500000 Penalty: 5396.353027
	Iteration 25Q: 3 clusters Score -5955132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 52209 members 
Entering Unmasked Estep 
Score: -5955130.500000 Penalty: 5396.353027
	Iteration 26Q: 3 clusters Score -5955130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 52211 members 
Entering Unmasked Estep 
Score: -5955134.000000 Penalty: 5396.353027
	Iteration 27Q: 3 clusters Score -5955134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 52220 members 
Entering Unmasked Estep 
Score: -5955140.000000 Penalty: 5396.353027
	Iteration 28Q: 3 clusters Score -5955140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 52228 members 
Entering Unmasked Estep 
Score: -5955144.500000 Penalty: 5396.353027
	Iteration 29Q: 3 clusters Score -5955144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 52233 members 
Entering Unmasked Estep 
Score: -5955150.000000 Penalty: 5396.353027
	Iteration 30Q: 3 clusters Score -5955150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 52240 members 
Entering Unmasked Estep 
Score: -5955148.500000 Penalty: 5396.353027
	Iteration 31Q: 3 clusters Score -5955148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 52244 members 
Entering Unmasked Estep 
Score: -5955145.500000 Penalty: 5396.353027
	Iteration 32Q: 3 clusters Score -5955146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 52249 members 
Entering Unmasked Estep 
Score: -5955147.500000 Penalty: 5396.353027
	Iteration 33Q: 3 clusters Score -5955148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 52258 members 
Entering Unmasked Estep 
Score: -5955145.500000 Penalty: 5396.353027
	Iteration 34Q: 3 clusters Score -5955146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 52267 members 
Entering Unmasked Estep 
Score: -5955151.500000 Penalty: 5396.353027
	Iteration 35Q: 3 clusters Score -5955152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 52268 members 
Entering Unmasked Estep 
Score: -5955159.000000 Penalty: 5396.353027
	Iteration 36Q: 3 clusters Score -5955159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 52269 members 
Entering Unmasked Estep 
Score: -5955159.000000 Penalty: 5396.353027
	Iteration 37Q: 3 clusters Score -5955159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 52269 members 
Entering Unmasked Estep 
Score: -5955159.000000 Penalty: 5396.353027
	Iteration 38F: 3 clusters Score -5955159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Entering Unmasked Estep 
Score: -1213454.000000 Penalty: 2301.845947
	Iteration 0F: 2 clusters Score -1213454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1205322.125000 Penalty: 4603.691895
	Iteration 0F: 3 clusters Score -1205322 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1207804.500000 Penalty: 4603.691895
	Iteration 1F: 3 clusters Score -1207804 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1208146.625000 Penalty: 4603.691895
	Iteration 2F: 3 clusters Score -1208147 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1208427.125000 Penalty: 4603.691895
	Iteration 3F: 3 clusters Score -1208427 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1208678.000000 Penalty: 4603.691895
	Iteration 4Q: 3 clusters Score -1208678 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1208899.500000 Penalty: 4603.691895
	Iteration 5Q: 3 clusters Score -1208900 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1209186.000000 Penalty: 4603.691895
	Iteration 6Q: 3 clusters Score -1209186 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1209561.250000 Penalty: 4603.691895
	Iteration 7Q: 3 clusters Score -1209561 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1210015.125000 Penalty: 4603.691895
	Iteration 8F: 3 clusters Score -1210015 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1210555.000000 Penalty: 4603.691895
	Iteration 9F: 3 clusters Score -1210555 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1211106.125000 Penalty: 4603.691895
	Iteration 10F: 3 clusters Score -1211106 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1211563.000000 Penalty: 4603.691895
	Iteration 11F: 3 clusters Score -1211563 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1211919.000000 Penalty: 4603.691895
	Iteration 12Q: 3 clusters Score -1211919 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1212214.500000 Penalty: 4603.691895
	Iteration 13Q: 3 clusters Score -1212214 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1212525.250000 Penalty: 4603.691895
	Iteration 14Q: 3 clusters Score -1212525 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1212838.625000 Penalty: 4603.691895
	Iteration 15Q: 3 clusters Score -1212839 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1213043.500000 Penalty: 4603.691895
	Iteration 16Q: 3 clusters Score -1213044 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1213151.625000 Penalty: 4603.691895
	Iteration 17Q: 3 clusters Score -1213152 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1213215.875000 Penalty: 4603.691895
	Iteration 18Q: 3 clusters Score -1213216 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1213243.500000 Penalty: 4603.691895
	Iteration 19Q: 3 clusters Score -1213244 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1213261.500000 Penalty: 4603.691895
	Iteration 20F: 3 clusters Score -1213262 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1213280.000000 Penalty: 4603.691895
	Iteration 21Q: 3 clusters Score -1213280 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1213290.375000 Penalty: 4603.691895
	Iteration 22Q: 3 clusters Score -1213290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1213295.750000 Penalty: 4603.691895
	Iteration 23Q: 3 clusters Score -1213296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1213297.500000 Penalty: 4603.691895
	Iteration 24Q: 3 clusters Score -1213298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1213304.875000 Penalty: 4603.691895
	Iteration 25Q: 3 clusters Score -1213305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1213306.500000 Penalty: 4603.691895
	Iteration 26Q: 3 clusters Score -1213306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1213306.625000 Penalty: 4603.691895
	Iteration 27Q: 3 clusters Score -1213307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1213307.875000 Penalty: 4603.691895
	Iteration 28Q: 3 clusters Score -1213308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1213306.875000 Penalty: 4603.691895
	Iteration 29Q: 3 clusters Score -1213307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1213308.500000 Penalty: 4603.691895
	Iteration 30Q: 3 clusters Score -1213308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1213308.500000 Penalty: 4603.691895
	Iteration 31F: 3 clusters Score -1213308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (29133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29133 members 
Entering Unmasked Estep 
Score: -3553327.250000 Penalty: 2549.347412
	Iteration 0F: 2 clusters Score -3553327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -3533255.750000 Penalty: 5098.694824
	Iteration 0F: 3 clusters Score -3533256 nChanged 13117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -3540425.500000 Penalty: 5098.694824
	Iteration 1F: 3 clusters Score -3540426 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -3540916.250000 Penalty: 5098.694824
	Iteration 2Q: 3 clusters Score -3540916 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -3541324.000000 Penalty: 5098.694824
	Iteration 3Q: 3 clusters Score -3541324 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -3541707.000000 Penalty: 5098.694824
	Iteration 4Q: 3 clusters Score -3541707 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -3542035.750000 Penalty: 5098.694824
	Iteration 5Q: 3 clusters Score -3542036 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -3542363.250000 Penalty: 5098.694824
	Iteration 6Q: 3 clusters Score -3542363 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -3542754.250000 Penalty: 5098.694824
	Iteration 7Q: 3 clusters Score -3542754 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -3543278.000000 Penalty: 5098.694824
	Iteration 8Q: 3 clusters Score -3543278 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -3544050.000000 Penalty: 5098.694824
	Iteration 9Q: 3 clusters Score -3544050 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -3545188.000000 Penalty: 5098.694824
	Iteration 10F: 3 clusters Score -3545188 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -3546636.750000 Penalty: 5098.694824
	Iteration 11F: 3 clusters Score -3546637 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 24912 members 
Entering Unmasked Estep 
Score: -3548182.500000 Penalty: 5098.694824
	Iteration 12F: 3 clusters Score -3548182 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -3549689.500000 Penalty: 5098.694824
	Iteration 13F: 3 clusters Score -3549690 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -3550922.750000 Penalty: 5098.694824
	Iteration 14Q: 3 clusters Score -3550923 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -3551689.750000 Penalty: 5098.694824
	Iteration 15Q: 3 clusters Score -3551690 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -3552131.250000 Penalty: 5098.694824
	Iteration 16Q: 3 clusters Score -3552131 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -3552360.750000 Penalty: 5098.694824
	Iteration 17Q: 3 clusters Score -3552361 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
Score: -3552451.500000 Penalty: 5098.694824
	Iteration 18Q: 3 clusters Score -3552452 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 28369 members 
Entering Unmasked Estep 
Score: -3552504.500000 Penalty: 5098.694824
	Iteration 19Q: 3 clusters Score -3552504 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 28393 members 
Entering Unmasked Estep 
Score: -3552636.500000 Penalty: 5098.694824
	Iteration 20F: 3 clusters Score -3552636 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -3552708.750000 Penalty: 5098.694824
	Iteration 21Q: 3 clusters Score -3552709 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 28360 members 
Entering Unmasked Estep 
Score: -3552743.500000 Penalty: 5098.694824
	Iteration 22Q: 3 clusters Score -3552744 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
Score: -3552763.000000 Penalty: 5098.694824
	Iteration 23Q: 3 clusters Score -3552763 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -3552772.500000 Penalty: 5098.694824
	Iteration 24Q: 3 clusters Score -3552772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -3552773.750000 Penalty: 5098.694824
	Iteration 25Q: 3 clusters Score -3552774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -3552778.250000 Penalty: 5098.694824
	Iteration 26Q: 3 clusters Score -3552778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 28337 members 
Entering Unmasked Estep 
Score: -3552787.750000 Penalty: 5098.694824
	Iteration 27Q: 3 clusters Score -3552788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
Score: -3552793.250000 Penalty: 5098.694824
	Iteration 28Q: 3 clusters Score -3552793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -3552798.000000 Penalty: 5098.694824
	Iteration 29Q: 3 clusters Score -3552798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -3552801.500000 Penalty: 5098.694824
	Iteration 30Q: 3 clusters Score -3552802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -3552801.250000 Penalty: 5098.694824
	Iteration 31Q: 3 clusters Score -3552801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
Score: -3552799.500000 Penalty: 5098.694824
	Iteration 32Q: 3 clusters Score -3552800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
Score: -3552794.500000 Penalty: 5098.694824
	Iteration 33Q: 3 clusters Score -3552794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -3552798.250000 Penalty: 5098.694824
	Iteration 34Q: 3 clusters Score -3552798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
Score: -3552802.250000 Penalty: 5098.694824
	Iteration 35Q: 3 clusters Score -3552802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
Score: -3552806.000000 Penalty: 5098.694824
	Iteration 36Q: 3 clusters Score -3552806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -3552808.750000 Penalty: 5098.694824
	Iteration 37Q: 3 clusters Score -3552809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -3552808.750000 Penalty: 5098.694824
	Iteration 38F: 3 clusters Score -3552809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Entering Unmasked Estep 
Score: -31677.947266 Penalty: 1444.848022
	Iteration 0F: 2 clusters Score -31677.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -30380.771484 Penalty: 2889.696045
	Iteration 0F: 3 clusters Score -30380.77 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -30592.490234 Penalty: 2889.696045
	Iteration 1F: 3 clusters Score -30592.49 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -30706.380859 Penalty: 2889.696045
	Iteration 2F: 3 clusters Score -30706.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -30872.183594 Penalty: 2889.696045
	Iteration 3F: 3 clusters Score -30872.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -30995.605469 Penalty: 2889.696045
	Iteration 4Q: 3 clusters Score -30995.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -31038.785156 Penalty: 2889.696045
	Iteration 5Q: 3 clusters Score -31038.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -31069.486328 Penalty: 2889.696045
	Iteration 6Q: 3 clusters Score -31069.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -31084.328125 Penalty: 2889.696045
	Iteration 7Q: 3 clusters Score -31084.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -31103.818359 Penalty: 2889.696045
	Iteration 8Q: 3 clusters Score -31103.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -31130.193359 Penalty: 2889.696045
	Iteration 9Q: 3 clusters Score -31130.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -31211.027344 Penalty: 2889.696045
	Iteration 10Q: 3 clusters Score -31211.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -31249.119141 Penalty: 2889.696045
	Iteration 11Q: 3 clusters Score -31249.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -31287.603516 Penalty: 2889.696045
	Iteration 12Q: 3 clusters Score -31287.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -31348.656250 Penalty: 2889.696045
	Iteration 13Q: 3 clusters Score -31348.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -31373.025391 Penalty: 2889.696045
	Iteration 14Q: 3 clusters Score -31373.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -31388.347656 Penalty: 2889.696045
	Iteration 15F: 3 clusters Score -31388.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -31456.722656 Penalty: 2889.696045
	Iteration 16Q: 3 clusters Score -31456.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -31489.708984 Penalty: 2889.696045
	Iteration 17Q: 3 clusters Score -31489.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -31520.882812 Penalty: 2889.696045
	Iteration 18Q: 3 clusters Score -31520.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -31545.091797 Penalty: 2889.696045
	Iteration 19Q: 3 clusters Score -31545.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -31569.318359 Penalty: 2889.696045
	Iteration 20F: 3 clusters Score -31569.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -31605.431641 Penalty: 2889.696045
	Iteration 21Q: 3 clusters Score -31605.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -31660.494141 Penalty: 2889.696045
	Iteration 22Q: 3 clusters Score -31660.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -31695.126953 Penalty: 2889.696045
	Iteration 23Q: 3 clusters Score -31695.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -31747.968750 Penalty: 2889.696045
	Iteration 24Q: 3 clusters Score -31747.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -31789.521484 Penalty: 2889.696045
	Iteration 25Q: 3 clusters Score -31789.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -31819.408203 Penalty: 2889.696045
	Iteration 26Q: 3 clusters Score -31819.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -31839.833984 Penalty: 2889.696045
	Iteration 27Q: 3 clusters Score -31839.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -31851.406250 Penalty: 2889.696045
	Iteration 28Q: 3 clusters Score -31851.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -31851.406250 Penalty: 2889.696045
	Iteration 29F: 3 clusters Score -31851.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 8701 members 
Mstep: Class 3 contains 15351 members 
Mstep: Class 4 contains 183520 members 
Mstep: Class 5 contains 320885 members 
Mstep: Class 6 contains 8640 members 
Mstep: Class 7 contains 182121 members 
Mstep: Class 8 contains 16490 members 
Mstep: Class 9 contains 12527 members 
Mstep: Class 10 contains 14476 members 
Mstep: Class 11 contains 7969 members 
Mstep: Class 12 contains 18678 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3237 members 
Mstep: Class 15 contains 101705 members 
Mstep: Class 16 contains 185226 members 
Mstep: Class 17 contains 16467 members 
Mstep: Class 18 contains 83490 members 
Mstep: Class 19 contains 25676 members 
Mstep: Class 20 contains 118284 members 
Mstep: Class 21 contains 44162 members 
Mstep: Class 22 contains 53090 members 
Mstep: Class 23 contains 10739 members 
Mstep: Class 24 contains 29133 members 
Mstep: Class 25 contains 155 members 
Mstep: Class 26 contains 12849 members 
Mstep: Class 27 contains 11098 members 
Mstep: Class 28 contains 5652 members 
Mstep: Class 29 contains 12231 members 
Mstep: Class 30 contains 3358 members 
Mstep: Class 31 contains 6467 members 
Mstep: Class 32 contains 10922 members 
Mstep: Class 33 contains 54476 members 
Mstep: Class 34 contains 24577 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131004 members 
Mstep: Class 37 contains 225175 members 
Mstep: Class 38 contains 21458 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 891 members 
Mstep: Class 41 contains 446 members 
Mstep: Class 42 contains 184 members 
Entering Unmasked Estep 
Score: -235497136.000000 Penalty: 151070.828125
Splitting cluster 25 changes total score from -235499856.000000 to -235497136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (12849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Entering Unmasked Estep 
Score: -1546900.875000 Penalty: 2346.333252
	Iteration 0F: 2 clusters Score -1546901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1537311.500000 Penalty: 4692.666504
	Iteration 0F: 3 clusters Score -1537312 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1540343.000000 Penalty: 4692.666504
	Iteration 1F: 3 clusters Score -1540343 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1540668.000000 Penalty: 4692.666504
	Iteration 2F: 3 clusters Score -1540668 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1540956.500000 Penalty: 4692.666504
	Iteration 3F: 3 clusters Score -1540956 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1541248.375000 Penalty: 4692.666504
	Iteration 4Q: 3 clusters Score -1541248 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1541573.000000 Penalty: 4692.666504
	Iteration 5Q: 3 clusters Score -1541573 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1541889.875000 Penalty: 4692.666504
	Iteration 6Q: 3 clusters Score -1541890 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1542276.375000 Penalty: 4692.666504
	Iteration 7Q: 3 clusters Score -1542276 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1542660.250000 Penalty: 4692.666504
	Iteration 8Q: 3 clusters Score -1542660 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1543066.125000 Penalty: 4692.666504
	Iteration 9Q: 3 clusters Score -1543066 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1543448.000000 Penalty: 4692.666504
	Iteration 10Q: 3 clusters Score -1543448 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1543756.000000 Penalty: 4692.666504
	Iteration 11Q: 3 clusters Score -1543756 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1543981.250000 Penalty: 4692.666504
	Iteration 12Q: 3 clusters Score -1543981 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1544123.250000 Penalty: 4692.666504
	Iteration 13Q: 3 clusters Score -1544123 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1544218.750000 Penalty: 4692.666504
	Iteration 14Q: 3 clusters Score -1544219 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1544291.625000 Penalty: 4692.666504
	Iteration 15Q: 3 clusters Score -1544292 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1544352.000000 Penalty: 4692.666504
	Iteration 16Q: 3 clusters Score -1544352 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1544395.500000 Penalty: 4692.666504
	Iteration 17Q: 3 clusters Score -1544396 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1544436.625000 Penalty: 4692.666504
	Iteration 18Q: 3 clusters Score -1544437 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1544475.125000 Penalty: 4692.666504
	Iteration 19Q: 3 clusters Score -1544475 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1544503.000000 Penalty: 4692.666504
	Iteration 20F: 3 clusters Score -1544503 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1544539.000000 Penalty: 4692.666504
	Iteration 21Q: 3 clusters Score -1544539 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1544571.000000 Penalty: 4692.666504
	Iteration 22Q: 3 clusters Score -1544571 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1544590.875000 Penalty: 4692.666504
	Iteration 23Q: 3 clusters Score -1544591 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1544616.125000 Penalty: 4692.666504
	Iteration 24Q: 3 clusters Score -1544616 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1544637.125000 Penalty: 4692.666504
	Iteration 25Q: 3 clusters Score -1544637 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -1544658.875000 Penalty: 4692.666504
	Iteration 26Q: 3 clusters Score -1544659 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1544678.250000 Penalty: 4692.666504
	Iteration 27Q: 3 clusters Score -1544678 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -1544692.125000 Penalty: 4692.666504
	Iteration 28Q: 3 clusters Score -1544692 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1544701.250000 Penalty: 4692.666504
	Iteration 29Q: 3 clusters Score -1544701 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1544714.125000 Penalty: 4692.666504
	Iteration 30Q: 3 clusters Score -1544714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1544727.125000 Penalty: 4692.666504
	Iteration 31Q: 3 clusters Score -1544727 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1544745.500000 Penalty: 4692.666504
	Iteration 32Q: 3 clusters Score -1544746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1544752.750000 Penalty: 4692.666504
	Iteration 33Q: 3 clusters Score -1544753 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -1544761.250000 Penalty: 4692.666504
	Iteration 34Q: 3 clusters Score -1544761 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1544765.125000 Penalty: 4692.666504
	Iteration 35Q: 3 clusters Score -1544765 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1544774.500000 Penalty: 4692.666504
	Iteration 36Q: 3 clusters Score -1544774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1544780.125000 Penalty: 4692.666504
	Iteration 37Q: 3 clusters Score -1544780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1544785.500000 Penalty: 4692.666504
	Iteration 38Q: 3 clusters Score -1544786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1544797.250000 Penalty: 4692.666504
	Iteration 39Q: 3 clusters Score -1544797 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1544802.500000 Penalty: 4692.666504
	Iteration 40F: 3 clusters Score -1544802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1544813.000000 Penalty: 4692.666504
	Iteration 41Q: 3 clusters Score -1544813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1544819.750000 Penalty: 4692.666504
	Iteration 42Q: 3 clusters Score -1544820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -1544820.125000 Penalty: 4692.666504
	Iteration 43Q: 3 clusters Score -1544820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1544820.875000 Penalty: 4692.666504
	Iteration 44Q: 3 clusters Score -1544821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1544822.750000 Penalty: 4692.666504
	Iteration 45Q: 3 clusters Score -1544823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1544827.125000 Penalty: 4692.666504
	Iteration 46Q: 3 clusters Score -1544827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -1544825.500000 Penalty: 4692.666504
	Iteration 47Q: 3 clusters Score -1544826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1544827.625000 Penalty: 4692.666504
	Iteration 48Q: 3 clusters Score -1544828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1544830.250000 Penalty: 4692.666504
	Iteration 49Q: 3 clusters Score -1544830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1544831.250000 Penalty: 4692.666504
	Iteration 50Q: 3 clusters Score -1544831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1544831.250000 Penalty: 4692.666504
	Iteration 51F: 3 clusters Score -1544831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Entering Unmasked Estep 
Score: -1296174.000000 Penalty: 2310.000977
	Iteration 0F: 2 clusters Score -1296174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1287861.625000 Penalty: 4620.001953
	Iteration 0F: 3 clusters Score -1287862 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1290469.500000 Penalty: 4620.001953
	Iteration 1F: 3 clusters Score -1290470 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1290956.500000 Penalty: 4620.001953
	Iteration 2F: 3 clusters Score -1290956 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1291453.250000 Penalty: 4620.001953
	Iteration 3F: 3 clusters Score -1291453 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1292024.750000 Penalty: 4620.001953
	Iteration 4F: 3 clusters Score -1292025 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1292508.625000 Penalty: 4620.001953
	Iteration 5F: 3 clusters Score -1292509 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1292878.250000 Penalty: 4620.001953
	Iteration 6F: 3 clusters Score -1292878 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1293176.750000 Penalty: 4620.001953
	Iteration 7Q: 3 clusters Score -1293177 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1293388.750000 Penalty: 4620.001953
	Iteration 8Q: 3 clusters Score -1293389 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1293521.375000 Penalty: 4620.001953
	Iteration 9Q: 3 clusters Score -1293521 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1293621.500000 Penalty: 4620.001953
	Iteration 10Q: 3 clusters Score -1293622 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1293694.125000 Penalty: 4620.001953
	Iteration 11Q: 3 clusters Score -1293694 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1293755.125000 Penalty: 4620.001953
	Iteration 12Q: 3 clusters Score -1293755 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1293795.875000 Penalty: 4620.001953
	Iteration 13Q: 3 clusters Score -1293796 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1293834.500000 Penalty: 4620.001953
	Iteration 14Q: 3 clusters Score -1293834 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1293872.125000 Penalty: 4620.001953
	Iteration 15Q: 3 clusters Score -1293872 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1293898.250000 Penalty: 4620.001953
	Iteration 16Q: 3 clusters Score -1293898 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1293921.500000 Penalty: 4620.001953
	Iteration 17Q: 3 clusters Score -1293922 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1293951.375000 Penalty: 4620.001953
	Iteration 18Q: 3 clusters Score -1293951 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1293984.375000 Penalty: 4620.001953
	Iteration 19Q: 3 clusters Score -1293984 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1294003.625000 Penalty: 4620.001953
	Iteration 20F: 3 clusters Score -1294004 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1294025.375000 Penalty: 4620.001953
	Iteration 21Q: 3 clusters Score -1294025 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1294041.625000 Penalty: 4620.001953
	Iteration 22Q: 3 clusters Score -1294042 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1294047.000000 Penalty: 4620.001953
	Iteration 23Q: 3 clusters Score -1294047 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1294060.500000 Penalty: 4620.001953
	Iteration 24Q: 3 clusters Score -1294060 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1294075.875000 Penalty: 4620.001953
	Iteration 25Q: 3 clusters Score -1294076 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1294081.625000 Penalty: 4620.001953
	Iteration 26Q: 3 clusters Score -1294082 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1294096.000000 Penalty: 4620.001953
	Iteration 27Q: 3 clusters Score -1294096 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1294105.375000 Penalty: 4620.001953
	Iteration 28Q: 3 clusters Score -1294105 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1294112.125000 Penalty: 4620.001953
	Iteration 29Q: 3 clusters Score -1294112 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1294123.625000 Penalty: 4620.001953
	Iteration 30Q: 3 clusters Score -1294124 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1294131.750000 Penalty: 4620.001953
	Iteration 31Q: 3 clusters Score -1294132 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1294139.750000 Penalty: 4620.001953
	Iteration 32Q: 3 clusters Score -1294140 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1294155.625000 Penalty: 4620.001953
	Iteration 33Q: 3 clusters Score -1294156 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1294164.750000 Penalty: 4620.001953
	Iteration 34Q: 3 clusters Score -1294165 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1294170.625000 Penalty: 4620.001953
	Iteration 35Q: 3 clusters Score -1294171 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1294179.000000 Penalty: 4620.001953
	Iteration 36Q: 3 clusters Score -1294179 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1294187.250000 Penalty: 4620.001953
	Iteration 37Q: 3 clusters Score -1294187 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1294187.500000 Penalty: 4620.001953
	Iteration 38Q: 3 clusters Score -1294188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1294191.375000 Penalty: 4620.001953
	Iteration 39Q: 3 clusters Score -1294191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1294193.125000 Penalty: 4620.001953
	Iteration 40F: 3 clusters Score -1294193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1294197.625000 Penalty: 4620.001953
	Iteration 41Q: 3 clusters Score -1294198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1294198.875000 Penalty: 4620.001953
	Iteration 42Q: 3 clusters Score -1294199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1294199.250000 Penalty: 4620.001953
	Iteration 43Q: 3 clusters Score -1294199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1294200.000000 Penalty: 4620.001953
	Iteration 44Q: 3 clusters Score -1294200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1294201.625000 Penalty: 4620.001953
	Iteration 45Q: 3 clusters Score -1294202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1294206.875000 Penalty: 4620.001953
	Iteration 46Q: 3 clusters Score -1294207 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1294212.375000 Penalty: 4620.001953
	Iteration 47Q: 3 clusters Score -1294212 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1294215.250000 Penalty: 4620.001953
	Iteration 48Q: 3 clusters Score -1294215 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1294219.375000 Penalty: 4620.001953
	Iteration 49Q: 3 clusters Score -1294219 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1294225.500000 Penalty: 4620.001953
	Iteration 50Q: 3 clusters Score -1294226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1294231.625000 Penalty: 4620.001953
	Iteration 51Q: 3 clusters Score -1294232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1294236.500000 Penalty: 4620.001953
	Iteration 52Q: 3 clusters Score -1294236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1294238.000000 Penalty: 4620.001953
	Iteration 53Q: 3 clusters Score -1294238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1294244.250000 Penalty: 4620.001953
	Iteration 54Q: 3 clusters Score -1294244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1294246.500000 Penalty: 4620.001953
	Iteration 55Q: 3 clusters Score -1294246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1294250.125000 Penalty: 4620.001953
	Iteration 56Q: 3 clusters Score -1294250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1294251.250000 Penalty: 4620.001953
	Iteration 57Q: 3 clusters Score -1294251 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1294254.875000 Penalty: 4620.001953
	Iteration 58Q: 3 clusters Score -1294255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1294260.875000 Penalty: 4620.001953
	Iteration 59Q: 3 clusters Score -1294261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1294264.625000 Penalty: 4620.001953
	Iteration 60F: 3 clusters Score -1294265 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1294266.125000 Penalty: 4620.001953
	Iteration 61Q: 3 clusters Score -1294266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1294267.125000 Penalty: 4620.001953
	Iteration 62Q: 3 clusters Score -1294267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1294268.375000 Penalty: 4620.001953
	Iteration 63Q: 3 clusters Score -1294268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1294268.375000 Penalty: 4620.001953
	Iteration 64F: 3 clusters Score -1294268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Entering Unmasked Estep 
Score: -651883.562500 Penalty: 2142.661621
	Iteration 0F: 2 clusters Score -651883.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -646972.750000 Penalty: 4285.323242
	Iteration 0F: 3 clusters Score -646972.8 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -648190.937500 Penalty: 4285.323242
	Iteration 1F: 3 clusters Score -648190.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -648429.437500 Penalty: 4285.323242
	Iteration 2F: 3 clusters Score -648429.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -648590.625000 Penalty: 4285.323242
	Iteration 3F: 3 clusters Score -648590.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -648699.125000 Penalty: 4285.323242
	Iteration 4Q: 3 clusters Score -648699.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -648791.437500 Penalty: 4285.323242
	Iteration 5Q: 3 clusters Score -648791.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -648854.125000 Penalty: 4285.323242
	Iteration 6Q: 3 clusters Score -648854.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -648910.687500 Penalty: 4285.323242
	Iteration 7Q: 3 clusters Score -648910.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -648973.500000 Penalty: 4285.323242
	Iteration 8Q: 3 clusters Score -648973.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -649044.375000 Penalty: 4285.323242
	Iteration 9Q: 3 clusters Score -649044.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -649100.375000 Penalty: 4285.323242
	Iteration 10Q: 3 clusters Score -649100.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -649156.937500 Penalty: 4285.323242
	Iteration 11Q: 3 clusters Score -649156.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -649228.687500 Penalty: 4285.323242
	Iteration 12Q: 3 clusters Score -649228.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -649314.875000 Penalty: 4285.323242
	Iteration 13Q: 3 clusters Score -649314.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -649394.125000 Penalty: 4285.323242
	Iteration 14Q: 3 clusters Score -649394.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -649480.000000 Penalty: 4285.323242
	Iteration 15Q: 3 clusters Score -649480 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -649547.812500 Penalty: 4285.323242
	Iteration 16Q: 3 clusters Score -649547.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -649612.312500 Penalty: 4285.323242
	Iteration 17Q: 3 clusters Score -649612.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -649662.062500 Penalty: 4285.323242
	Iteration 18Q: 3 clusters Score -649662.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -649707.250000 Penalty: 4285.323242
	Iteration 19Q: 3 clusters Score -649707.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -649749.750000 Penalty: 4285.323242
	Iteration 20F: 3 clusters Score -649749.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -649796.250000 Penalty: 4285.323242
	Iteration 21Q: 3 clusters Score -649796.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -649835.187500 Penalty: 4285.323242
	Iteration 22Q: 3 clusters Score -649835.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -649864.687500 Penalty: 4285.323242
	Iteration 23Q: 3 clusters Score -649864.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -649890.812500 Penalty: 4285.323242
	Iteration 24Q: 3 clusters Score -649890.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -649917.000000 Penalty: 4285.323242
	Iteration 25Q: 3 clusters Score -649917 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -649948.375000 Penalty: 4285.323242
	Iteration 26Q: 3 clusters Score -649948.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -649984.750000 Penalty: 4285.323242
	Iteration 27Q: 3 clusters Score -649984.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -650005.750000 Penalty: 4285.323242
	Iteration 28Q: 3 clusters Score -650005.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -650029.000000 Penalty: 4285.323242
	Iteration 29Q: 3 clusters Score -650029 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -650047.062500 Penalty: 4285.323242
	Iteration 30Q: 3 clusters Score -650047.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -650063.187500 Penalty: 4285.323242
	Iteration 31Q: 3 clusters Score -650063.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -650082.437500 Penalty: 4285.323242
	Iteration 32Q: 3 clusters Score -650082.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -650095.625000 Penalty: 4285.323242
	Iteration 33Q: 3 clusters Score -650095.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -650104.937500 Penalty: 4285.323242
	Iteration 34Q: 3 clusters Score -650104.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -650117.562500 Penalty: 4285.323242
	Iteration 35Q: 3 clusters Score -650117.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -650127.312500 Penalty: 4285.323242
	Iteration 36Q: 3 clusters Score -650127.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -650137.250000 Penalty: 4285.323242
	Iteration 37Q: 3 clusters Score -650137.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -650146.687500 Penalty: 4285.323242
	Iteration 38Q: 3 clusters Score -650146.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -650155.312500 Penalty: 4285.323242
	Iteration 39Q: 3 clusters Score -650155.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -650158.500000 Penalty: 4285.323242
	Iteration 40F: 3 clusters Score -650158.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -650161.687500 Penalty: 4285.323242
	Iteration 41Q: 3 clusters Score -650161.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -650166.312500 Penalty: 4285.323242
	Iteration 42Q: 3 clusters Score -650166.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -650170.750000 Penalty: 4285.323242
	Iteration 43Q: 3 clusters Score -650170.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -650175.500000 Penalty: 4285.323242
	Iteration 44Q: 3 clusters Score -650175.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -650179.187500 Penalty: 4285.323242
	Iteration 45Q: 3 clusters Score -650179.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -650178.437500 Penalty: 4285.323242
	Iteration 46Q: 3 clusters Score -650178.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -650180.062500 Penalty: 4285.323242
	Iteration 47Q: 3 clusters Score -650180.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -650181.937500 Penalty: 4285.323242
	Iteration 48Q: 3 clusters Score -650181.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -650182.812500 Penalty: 4285.323242
	Iteration 49Q: 3 clusters Score -650182.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -650187.687500 Penalty: 4285.323242
	Iteration 50Q: 3 clusters Score -650187.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -650187.312500 Penalty: 4285.323242
	Iteration 51Q: 3 clusters Score -650187.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -650187.312500 Penalty: 4285.323242
	Iteration 52Q: 3 clusters Score -650187.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -650187.312500 Penalty: 4285.323242
	Iteration 53F: 3 clusters Score -650187.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (12231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Entering Unmasked Estep 
Score: -1481104.750000 Penalty: 2334.108643
	Iteration 0F: 2 clusters Score -1481105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1472087.250000 Penalty: 4668.217285
	Iteration 0F: 3 clusters Score -1472087 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1474956.750000 Penalty: 4668.217285
	Iteration 1F: 3 clusters Score -1474957 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1475348.125000 Penalty: 4668.217285
	Iteration 2F: 3 clusters Score -1475348 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1475735.625000 Penalty: 4668.217285
	Iteration 3F: 3 clusters Score -1475736 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1476164.000000 Penalty: 4668.217285
	Iteration 4F: 3 clusters Score -1476164 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1476642.000000 Penalty: 4668.217285
	Iteration 5F: 3 clusters Score -1476642 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1477108.000000 Penalty: 4668.217285
	Iteration 6F: 3 clusters Score -1477108 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1477621.750000 Penalty: 4668.217285
	Iteration 7F: 3 clusters Score -1477622 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1478036.250000 Penalty: 4668.217285
	Iteration 8F: 3 clusters Score -1478036 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1478314.000000 Penalty: 4668.217285
	Iteration 9Q: 3 clusters Score -1478314 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1478478.625000 Penalty: 4668.217285
	Iteration 10Q: 3 clusters Score -1478479 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1478615.625000 Penalty: 4668.217285
	Iteration 11Q: 3 clusters Score -1478616 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1478709.000000 Penalty: 4668.217285
	Iteration 12Q: 3 clusters Score -1478709 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1478786.375000 Penalty: 4668.217285
	Iteration 13Q: 3 clusters Score -1478786 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1478864.500000 Penalty: 4668.217285
	Iteration 14Q: 3 clusters Score -1478864 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1478928.625000 Penalty: 4668.217285
	Iteration 15Q: 3 clusters Score -1478929 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1478993.625000 Penalty: 4668.217285
	Iteration 16Q: 3 clusters Score -1478994 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1479047.250000 Penalty: 4668.217285
	Iteration 17Q: 3 clusters Score -1479047 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1479090.250000 Penalty: 4668.217285
	Iteration 18Q: 3 clusters Score -1479090 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1479118.750000 Penalty: 4668.217285
	Iteration 19Q: 3 clusters Score -1479119 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1479152.250000 Penalty: 4668.217285
	Iteration 20F: 3 clusters Score -1479152 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1479187.375000 Penalty: 4668.217285
	Iteration 21Q: 3 clusters Score -1479187 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -1479213.875000 Penalty: 4668.217285
	Iteration 22Q: 3 clusters Score -1479214 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1479244.375000 Penalty: 4668.217285
	Iteration 23Q: 3 clusters Score -1479244 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1479266.375000 Penalty: 4668.217285
	Iteration 24Q: 3 clusters Score -1479266 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1479278.500000 Penalty: 4668.217285
	Iteration 25Q: 3 clusters Score -1479278 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1479287.500000 Penalty: 4668.217285
	Iteration 26Q: 3 clusters Score -1479288 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1479294.375000 Penalty: 4668.217285
	Iteration 27Q: 3 clusters Score -1479294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1479301.000000 Penalty: 4668.217285
	Iteration 28Q: 3 clusters Score -1479301 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1479307.250000 Penalty: 4668.217285
	Iteration 29Q: 3 clusters Score -1479307 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1479320.875000 Penalty: 4668.217285
	Iteration 30Q: 3 clusters Score -1479321 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1479327.125000 Penalty: 4668.217285
	Iteration 31Q: 3 clusters Score -1479327 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1479337.625000 Penalty: 4668.217285
	Iteration 32Q: 3 clusters Score -1479338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1479344.125000 Penalty: 4668.217285
	Iteration 33Q: 3 clusters Score -1479344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1479350.625000 Penalty: 4668.217285
	Iteration 34Q: 3 clusters Score -1479351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1479351.750000 Penalty: 4668.217285
	Iteration 35Q: 3 clusters Score -1479352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1479354.000000 Penalty: 4668.217285
	Iteration 36Q: 3 clusters Score -1479354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1479357.375000 Penalty: 4668.217285
	Iteration 37Q: 3 clusters Score -1479357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1479363.500000 Penalty: 4668.217285
	Iteration 38Q: 3 clusters Score -1479364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1479367.375000 Penalty: 4668.217285
	Iteration 39Q: 3 clusters Score -1479367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1479367.500000 Penalty: 4668.217285
	Iteration 40F: 3 clusters Score -1479368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Entering Unmasked Estep 
Score: -355235.468750 Penalty: 2013.536987
	Iteration 0F: 2 clusters Score -355235.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -351743.343750 Penalty: 4027.073975
	Iteration 0F: 3 clusters Score -351743.3 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -352656.656250 Penalty: 4027.073975
	Iteration 1F: 3 clusters Score -352656.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -352939.000000 Penalty: 4027.073975
	Iteration 2F: 3 clusters Score -352939 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -353139.093750 Penalty: 4027.073975
	Iteration 3F: 3 clusters Score -353139.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -353291.875000 Penalty: 4027.073975
	Iteration 4Q: 3 clusters Score -353291.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -353397.625000 Penalty: 4027.073975
	Iteration 5Q: 3 clusters Score -353397.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -353491.312500 Penalty: 4027.073975
	Iteration 6Q: 3 clusters Score -353491.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -353560.125000 Penalty: 4027.073975
	Iteration 7Q: 3 clusters Score -353560.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -353618.500000 Penalty: 4027.073975
	Iteration 8Q: 3 clusters Score -353618.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -353675.343750 Penalty: 4027.073975
	Iteration 9Q: 3 clusters Score -353675.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -353715.156250 Penalty: 4027.073975
	Iteration 10Q: 3 clusters Score -353715.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -353746.000000 Penalty: 4027.073975
	Iteration 11Q: 3 clusters Score -353746 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -353778.125000 Penalty: 4027.073975
	Iteration 12Q: 3 clusters Score -353778.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -353810.437500 Penalty: 4027.073975
	Iteration 13Q: 3 clusters Score -353810.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -353836.625000 Penalty: 4027.073975
	Iteration 14Q: 3 clusters Score -353836.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -353854.031250 Penalty: 4027.073975
	Iteration 15Q: 3 clusters Score -353854 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -353871.687500 Penalty: 4027.073975
	Iteration 16Q: 3 clusters Score -353871.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -353884.187500 Penalty: 4027.073975
	Iteration 17Q: 3 clusters Score -353884.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -353891.187500 Penalty: 4027.073975
	Iteration 18Q: 3 clusters Score -353891.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -353897.031250 Penalty: 4027.073975
	Iteration 19Q: 3 clusters Score -353897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -353902.156250 Penalty: 4027.073975
	Iteration 20F: 3 clusters Score -353902.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -353905.937500 Penalty: 4027.073975
	Iteration 21Q: 3 clusters Score -353905.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -353908.156250 Penalty: 4027.073975
	Iteration 22Q: 3 clusters Score -353908.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -353910.718750 Penalty: 4027.073975
	Iteration 23Q: 3 clusters Score -353910.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -353913.375000 Penalty: 4027.073975
	Iteration 24Q: 3 clusters Score -353913.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -353916.375000 Penalty: 4027.073975
	Iteration 25Q: 3 clusters Score -353916.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -353916.937500 Penalty: 4027.073975
	Iteration 26Q: 3 clusters Score -353916.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -353918.000000 Penalty: 4027.073975
	Iteration 27Q: 3 clusters Score -353918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -353917.593750 Penalty: 4027.073975
	Iteration 28Q: 3 clusters Score -353917.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -353918.906250 Penalty: 4027.073975
	Iteration 29Q: 3 clusters Score -353918.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -353920.062500 Penalty: 4027.073975
	Iteration 30Q: 3 clusters Score -353920.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -353920.312500 Penalty: 4027.073975
	Iteration 31Q: 3 clusters Score -353920.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -353920.312500 Penalty: 4027.073975
	Iteration 32F: 3 clusters Score -353920.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Entering Unmasked Estep 
Score: -736251.812500 Penalty: 2176.067871
	Iteration 0F: 2 clusters Score -736251.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -730858.625000 Penalty: 4352.135742
	Iteration 0F: 3 clusters Score -730858.6 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -732490.562500 Penalty: 4352.135742
	Iteration 1F: 3 clusters Score -732490.6 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -733064.437500 Penalty: 4352.135742
	Iteration 2F: 3 clusters Score -733064.4 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -733698.062500 Penalty: 4352.135742
	Iteration 3F: 3 clusters Score -733698.1 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -734429.875000 Penalty: 4352.135742
	Iteration 4F: 3 clusters Score -734429.9 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -735036.312500 Penalty: 4352.135742
	Iteration 5F: 3 clusters Score -735036.3 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -735429.812500 Penalty: 4352.135742
	Iteration 6F: 3 clusters Score -735429.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -735681.687500 Penalty: 4352.135742
	Iteration 7Q: 3 clusters Score -735681.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -735784.000000 Penalty: 4352.135742
	Iteration 8Q: 3 clusters Score -735784 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -735825.812500 Penalty: 4352.135742
	Iteration 9Q: 3 clusters Score -735825.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -735851.750000 Penalty: 4352.135742
	Iteration 10Q: 3 clusters Score -735851.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -735869.625000 Penalty: 4352.135742
	Iteration 11Q: 3 clusters Score -735869.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -735880.625000 Penalty: 4352.135742
	Iteration 12Q: 3 clusters Score -735880.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -735890.437500 Penalty: 4352.135742
	Iteration 13Q: 3 clusters Score -735890.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -735897.125000 Penalty: 4352.135742
	Iteration 14Q: 3 clusters Score -735897.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -735899.375000 Penalty: 4352.135742
	Iteration 15Q: 3 clusters Score -735899.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -735901.937500 Penalty: 4352.135742
	Iteration 16Q: 3 clusters Score -735901.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -735903.062500 Penalty: 4352.135742
	Iteration 17Q: 3 clusters Score -735903.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -735905.125000 Penalty: 4352.135742
	Iteration 18Q: 3 clusters Score -735905.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -735909.750000 Penalty: 4352.135742
	Iteration 19Q: 3 clusters Score -735909.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -735913.000000 Penalty: 4352.135742
	Iteration 20F: 3 clusters Score -735913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -735913.062500 Penalty: 4352.135742
	Iteration 21Q: 3 clusters Score -735913.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -735915.812500 Penalty: 4352.135742
	Iteration 22Q: 3 clusters Score -735915.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -735914.687500 Penalty: 4352.135742
	Iteration 23Q: 3 clusters Score -735914.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -735916.375000 Penalty: 4352.135742
	Iteration 24Q: 3 clusters Score -735916.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -735918.125000 Penalty: 4352.135742
	Iteration 25Q: 3 clusters Score -735918.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -735918.312500 Penalty: 4352.135742
	Iteration 26Q: 3 clusters Score -735918.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -735918.750000 Penalty: 4352.135742
	Iteration 27Q: 3 clusters Score -735918.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -735918.062500 Penalty: 4352.135742
	Iteration 28Q: 3 clusters Score -735918.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -735918.750000 Penalty: 4352.135742
	Iteration 29Q: 3 clusters Score -735918.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -735918.937500 Penalty: 4352.135742
	Iteration 30Q: 3 clusters Score -735918.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -735918.937500 Penalty: 4352.135742
	Iteration 31F: 3 clusters Score -735918.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Entering Unmasked Estep 
Score: -1260696.750000 Penalty: 2306.036621
	Iteration 0F: 2 clusters Score -1260697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1252554.250000 Penalty: 4612.073242
	Iteration 0F: 3 clusters Score -1252554 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1255020.875000 Penalty: 4612.073242
	Iteration 1F: 3 clusters Score -1255021 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1255414.875000 Penalty: 4612.073242
	Iteration 2F: 3 clusters Score -1255415 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1255701.625000 Penalty: 4612.073242
	Iteration 3F: 3 clusters Score -1255702 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1255931.000000 Penalty: 4612.073242
	Iteration 4Q: 3 clusters Score -1255931 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1256129.125000 Penalty: 4612.073242
	Iteration 5Q: 3 clusters Score -1256129 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1256356.500000 Penalty: 4612.073242
	Iteration 6Q: 3 clusters Score -1256356 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1256631.500000 Penalty: 4612.073242
	Iteration 7Q: 3 clusters Score -1256632 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1256964.625000 Penalty: 4612.073242
	Iteration 8Q: 3 clusters Score -1256965 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1257324.750000 Penalty: 4612.073242
	Iteration 9Q: 3 clusters Score -1257325 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1257708.125000 Penalty: 4612.073242
	Iteration 10Q: 3 clusters Score -1257708 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1258075.500000 Penalty: 4612.073242
	Iteration 11Q: 3 clusters Score -1258076 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1258377.375000 Penalty: 4612.073242
	Iteration 12Q: 3 clusters Score -1258377 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1258631.625000 Penalty: 4612.073242
	Iteration 13Q: 3 clusters Score -1258632 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1258849.000000 Penalty: 4612.073242
	Iteration 14Q: 3 clusters Score -1258849 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1258989.750000 Penalty: 4612.073242
	Iteration 15Q: 3 clusters Score -1258990 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1259102.875000 Penalty: 4612.073242
	Iteration 16Q: 3 clusters Score -1259103 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1259177.500000 Penalty: 4612.073242
	Iteration 17Q: 3 clusters Score -1259178 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1259236.250000 Penalty: 4612.073242
	Iteration 18Q: 3 clusters Score -1259236 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1259292.750000 Penalty: 4612.073242
	Iteration 19Q: 3 clusters Score -1259293 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1259343.125000 Penalty: 4612.073242
	Iteration 20F: 3 clusters Score -1259343 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1259386.125000 Penalty: 4612.073242
	Iteration 21Q: 3 clusters Score -1259386 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1259423.750000 Penalty: 4612.073242
	Iteration 22Q: 3 clusters Score -1259424 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1259458.250000 Penalty: 4612.073242
	Iteration 23Q: 3 clusters Score -1259458 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1259487.750000 Penalty: 4612.073242
	Iteration 24Q: 3 clusters Score -1259488 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1259507.125000 Penalty: 4612.073242
	Iteration 25Q: 3 clusters Score -1259507 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1259521.875000 Penalty: 4612.073242
	Iteration 26Q: 3 clusters Score -1259522 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1259532.625000 Penalty: 4612.073242
	Iteration 27Q: 3 clusters Score -1259533 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1259537.625000 Penalty: 4612.073242
	Iteration 28Q: 3 clusters Score -1259538 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1259545.875000 Penalty: 4612.073242
	Iteration 29Q: 3 clusters Score -1259546 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1259554.250000 Penalty: 4612.073242
	Iteration 30Q: 3 clusters Score -1259554 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1259563.250000 Penalty: 4612.073242
	Iteration 31Q: 3 clusters Score -1259563 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1259568.375000 Penalty: 4612.073242
	Iteration 32Q: 3 clusters Score -1259568 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1259577.000000 Penalty: 4612.073242
	Iteration 33Q: 3 clusters Score -1259577 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1259588.000000 Penalty: 4612.073242
	Iteration 34Q: 3 clusters Score -1259588 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1259601.250000 Penalty: 4612.073242
	Iteration 35Q: 3 clusters Score -1259601 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1259613.750000 Penalty: 4612.073242
	Iteration 36Q: 3 clusters Score -1259614 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1259624.750000 Penalty: 4612.073242
	Iteration 37Q: 3 clusters Score -1259625 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1259640.125000 Penalty: 4612.073242
	Iteration 38Q: 3 clusters Score -1259640 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1259655.875000 Penalty: 4612.073242
	Iteration 39Q: 3 clusters Score -1259656 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1259672.250000 Penalty: 4612.073242
	Iteration 40F: 3 clusters Score -1259672 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1259706.625000 Penalty: 4612.073242
	Iteration 41Q: 3 clusters Score -1259707 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1259735.375000 Penalty: 4612.073242
	Iteration 42Q: 3 clusters Score -1259735 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1259769.125000 Penalty: 4612.073242
	Iteration 43Q: 3 clusters Score -1259769 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1259817.875000 Penalty: 4612.073242
	Iteration 44Q: 3 clusters Score -1259818 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1259854.375000 Penalty: 4612.073242
	Iteration 45Q: 3 clusters Score -1259854 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1259873.500000 Penalty: 4612.073242
	Iteration 46Q: 3 clusters Score -1259874 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1259883.500000 Penalty: 4612.073242
	Iteration 47Q: 3 clusters Score -1259884 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1259897.250000 Penalty: 4612.073242
	Iteration 48Q: 3 clusters Score -1259897 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1259911.500000 Penalty: 4612.073242
	Iteration 49Q: 3 clusters Score -1259912 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1259923.375000 Penalty: 4612.073242
	Iteration 50Q: 3 clusters Score -1259923 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1259937.250000 Penalty: 4612.073242
	Iteration 51Q: 3 clusters Score -1259937 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1259944.750000 Penalty: 4612.073242
	Iteration 52Q: 3 clusters Score -1259945 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1259947.000000 Penalty: 4612.073242
	Iteration 53Q: 3 clusters Score -1259947 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1259952.750000 Penalty: 4612.073242
	Iteration 54Q: 3 clusters Score -1259953 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1259961.875000 Penalty: 4612.073242
	Iteration 55Q: 3 clusters Score -1259962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1259967.750000 Penalty: 4612.073242
	Iteration 56Q: 3 clusters Score -1259968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1259973.500000 Penalty: 4612.073242
	Iteration 57Q: 3 clusters Score -1259974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1259973.000000 Penalty: 4612.073242
	Iteration 58Q: 3 clusters Score -1259973 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1259975.875000 Penalty: 4612.073242
	Iteration 59Q: 3 clusters Score -1259976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1259975.000000 Penalty: 4612.073242
	Iteration 60F: 3 clusters Score -1259975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1259976.750000 Penalty: 4612.073242
	Iteration 61Q: 3 clusters Score -1259977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1259976.875000 Penalty: 4612.073242
	Iteration 62Q: 3 clusters Score -1259977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1259978.000000 Penalty: 4612.073242
	Iteration 63Q: 3 clusters Score -1259978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1259981.625000 Penalty: 4612.073242
	Iteration 64Q: 3 clusters Score -1259982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1259980.750000 Penalty: 4612.073242
	Iteration 65Q: 3 clusters Score -1259981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1259980.500000 Penalty: 4612.073242
	Iteration 66Q: 3 clusters Score -1259980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1259980.125000 Penalty: 4612.073242
	Iteration 67Q: 3 clusters Score -1259980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1259980.125000 Penalty: 4612.073242
	Iteration 68F: 3 clusters Score -1259980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (54476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54476 members 
Entering Unmasked Estep 
Score: -6661271.500000 Penalty: 2704.567871
	Iteration 0F: 2 clusters Score -6661272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -6624599.500000 Penalty: 5409.135742
	Iteration 0F: 3 clusters Score -6624600 nChanged 25293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -6638968.500000 Penalty: 5409.135742
	Iteration 1F: 3 clusters Score -6638968 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 31421 members 
Entering Unmasked Estep 
Score: -6639834.000000 Penalty: 5409.135742
	Iteration 2Q: 3 clusters Score -6639834 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 33688 members 
Entering Unmasked Estep 
Score: -6641180.000000 Penalty: 5409.135742
	Iteration 3F: 3 clusters Score -6641180 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 36890 members 
Entering Unmasked Estep 
Score: -6643330.500000 Penalty: 5409.135742
	Iteration 4F: 3 clusters Score -6643330 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 40963 members 
Entering Unmasked Estep 
Score: -6646558.500000 Penalty: 5409.135742
	Iteration 5F: 3 clusters Score -6646558 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 45304 members 
Entering Unmasked Estep 
Score: -6650508.000000 Penalty: 5409.135742
	Iteration 6F: 3 clusters Score -6650508 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 49071 members 
Entering Unmasked Estep 
Score: -6654093.000000 Penalty: 5409.135742
	Iteration 7F: 3 clusters Score -6654093 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 51584 members 
Entering Unmasked Estep 
Score: -6656468.500000 Penalty: 5409.135742
	Iteration 8Q: 3 clusters Score -6656468 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 52954 members 
Entering Unmasked Estep 
Score: -6657727.000000 Penalty: 5409.135742
	Iteration 9Q: 3 clusters Score -6657727 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 53595 members 
Entering Unmasked Estep 
Score: -6658327.500000 Penalty: 5409.135742
	Iteration 10Q: 3 clusters Score -6658328 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 53858 members 
Entering Unmasked Estep 
Score: -6658568.500000 Penalty: 5409.135742
	Iteration 11Q: 3 clusters Score -6658568 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 53987 members 
Entering Unmasked Estep 
Score: -6658682.500000 Penalty: 5409.135742
	Iteration 12Q: 3 clusters Score -6658682 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 54050 members 
Entering Unmasked Estep 
Score: -6658754.000000 Penalty: 5409.135742
	Iteration 13Q: 3 clusters Score -6658754 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 54079 members 
Entering Unmasked Estep 
Score: -6658794.500000 Penalty: 5409.135742
	Iteration 14Q: 3 clusters Score -6658794 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 54096 members 
Entering Unmasked Estep 
Score: -6658809.500000 Penalty: 5409.135742
	Iteration 15Q: 3 clusters Score -6658810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 54105 members 
Entering Unmasked Estep 
Score: -6658817.000000 Penalty: 5409.135742
	Iteration 16Q: 3 clusters Score -6658817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 54106 members 
Entering Unmasked Estep 
Score: -6658820.500000 Penalty: 5409.135742
	Iteration 17Q: 3 clusters Score -6658820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 54113 members 
Entering Unmasked Estep 
Score: -6658833.500000 Penalty: 5409.135742
	Iteration 18Q: 3 clusters Score -6658834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 54118 members 
Entering Unmasked Estep 
Score: -6658846.500000 Penalty: 5409.135742
	Iteration 19Q: 3 clusters Score -6658846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 54120 members 
Entering Unmasked Estep 
Score: -6658845.000000 Penalty: 5409.135742
	Iteration 20F: 3 clusters Score -6658845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 54125 members 
Entering Unmasked Estep 
Score: -6658849.000000 Penalty: 5409.135742
	Iteration 21Q: 3 clusters Score -6658849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 54128 members 
Entering Unmasked Estep 
Score: -6658851.000000 Penalty: 5409.135742
	Iteration 22Q: 3 clusters Score -6658851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 54132 members 
Entering Unmasked Estep 
Score: -6658852.000000 Penalty: 5409.135742
	Iteration 23Q: 3 clusters Score -6658852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 54134 members 
Entering Unmasked Estep 
Score: -6658850.000000 Penalty: 5409.135742
	Iteration 24Q: 3 clusters Score -6658850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 54133 members 
Entering Unmasked Estep 
Score: -6658855.000000 Penalty: 5409.135742
	Iteration 25Q: 3 clusters Score -6658855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 54133 members 
Entering Unmasked Estep 
Score: -6658855.000000 Penalty: 5409.135742
	Iteration 26F: 3 clusters Score -6658855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (24577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Entering Unmasked Estep 
Score: -3006101.750000 Penalty: 2507.172607
	Iteration 0F: 2 clusters Score -3006102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -2989063.750000 Penalty: 5014.345215
	Iteration 0F: 3 clusters Score -2989064 nChanged 10955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -2994927.500000 Penalty: 5014.345215
	Iteration 1F: 3 clusters Score -2994928 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -2995371.000000 Penalty: 5014.345215
	Iteration 2Q: 3 clusters Score -2995371 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -2995791.750000 Penalty: 5014.345215
	Iteration 3Q: 3 clusters Score -2995792 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -2996278.500000 Penalty: 5014.345215
	Iteration 4Q: 3 clusters Score -2996278 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -2996975.500000 Penalty: 5014.345215
	Iteration 5F: 3 clusters Score -2996976 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -2997926.750000 Penalty: 5014.345215
	Iteration 6F: 3 clusters Score -2997927 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -2999104.750000 Penalty: 5014.345215
	Iteration 7F: 3 clusters Score -2999105 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -3000303.250000 Penalty: 5014.345215
	Iteration 8F: 3 clusters Score -3000303 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -3001370.500000 Penalty: 5014.345215
	Iteration 9F: 3 clusters Score -3001370 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -3002178.000000 Penalty: 5014.345215
	Iteration 10Q: 3 clusters Score -3002178 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -3002699.250000 Penalty: 5014.345215
	Iteration 11Q: 3 clusters Score -3002699 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -3003049.000000 Penalty: 5014.345215
	Iteration 12Q: 3 clusters Score -3003049 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -3003295.500000 Penalty: 5014.345215
	Iteration 13Q: 3 clusters Score -3003296 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -3003486.750000 Penalty: 5014.345215
	Iteration 14Q: 3 clusters Score -3003487 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -3003613.000000 Penalty: 5014.345215
	Iteration 15Q: 3 clusters Score -3003613 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -3003698.750000 Penalty: 5014.345215
	Iteration 16Q: 3 clusters Score -3003699 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -3003787.250000 Penalty: 5014.345215
	Iteration 17Q: 3 clusters Score -3003787 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -3003817.250000 Penalty: 5014.345215
	Iteration 18Q: 3 clusters Score -3003817 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -3003867.750000 Penalty: 5014.345215
	Iteration 19Q: 3 clusters Score -3003868 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -3003888.250000 Penalty: 5014.345215
	Iteration 20F: 3 clusters Score -3003888 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -3003910.500000 Penalty: 5014.345215
	Iteration 21Q: 3 clusters Score -3003910 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -3003926.250000 Penalty: 5014.345215
	Iteration 22Q: 3 clusters Score -3003926 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -3003951.500000 Penalty: 5014.345215
	Iteration 23Q: 3 clusters Score -3003952 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -3003964.750000 Penalty: 5014.345215
	Iteration 24Q: 3 clusters Score -3003965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -3003972.000000 Penalty: 5014.345215
	Iteration 25Q: 3 clusters Score -3003972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -3003979.000000 Penalty: 5014.345215
	Iteration 26Q: 3 clusters Score -3003979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -3003988.500000 Penalty: 5014.345215
	Iteration 27Q: 3 clusters Score -3003988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -3003990.750000 Penalty: 5014.345215
	Iteration 28Q: 3 clusters Score -3003991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -3003992.250000 Penalty: 5014.345215
	Iteration 29Q: 3 clusters Score -3003992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -3003991.500000 Penalty: 5014.345215
	Iteration 30Q: 3 clusters Score -3003992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -3003992.750000 Penalty: 5014.345215
	Iteration 31Q: 3 clusters Score -3003993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -3003995.750000 Penalty: 5014.345215
	Iteration 32Q: 3 clusters Score -3003996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -3004001.500000 Penalty: 5014.345215
	Iteration 33Q: 3 clusters Score -3004002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -3004002.000000 Penalty: 5014.345215
	Iteration 34Q: 3 clusters Score -3004002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -3004003.750000 Penalty: 5014.345215
	Iteration 35Q: 3 clusters Score -3004004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -3004003.000000 Penalty: 5014.345215
	Iteration 36Q: 3 clusters Score -3004003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -3004003.000000 Penalty: 5014.345215
	Iteration 37F: 3 clusters Score -3004003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -50412.847656 Penalty: 1522.691406
	Iteration 0F: 2 clusters Score -50412.85 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 238 members 
Entering Unmasked Estep 
Score: -48939.109375 Penalty: 3045.382812
	Iteration 0F: 3 clusters Score -48939.11 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -49123.406250 Penalty: 3045.382812
	Iteration 1F: 3 clusters Score -49123.41 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -49217.199219 Penalty: 3045.382812
	Iteration 2F: 3 clusters Score -49217.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -49233.277344 Penalty: 3045.382812
	Iteration 3Q: 3 clusters Score -49233.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -49241.929688 Penalty: 3045.382812
	Iteration 4Q: 3 clusters Score -49241.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -49245.796875 Penalty: 3045.382812
	Iteration 5Q: 3 clusters Score -49245.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -49250.902344 Penalty: 3045.382812
	Iteration 6Q: 3 clusters Score -49250.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -49250.902344 Penalty: 3045.382812
	Iteration 7F: 3 clusters Score -49250.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (131004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131004 members 
Entering Unmasked Estep 
Score: -15935313.000000 Penalty: 2922.179688
	Iteration 0F: 2 clusters Score -1.593531e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65403 members 
Mstep: Class 2 contains 65601 members 
Entering Unmasked Estep 
Score: -15847702.000000 Penalty: 5844.359375
	Iteration 0F: 3 clusters Score -1.58477e+07 nChanged 62396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65007 members 
Mstep: Class 2 contains 65997 members 
Entering Unmasked Estep 
Score: -15884210.000000 Penalty: 5844.359375
	Iteration 1F: 3 clusters Score -1.588421e+07 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65517 members 
Mstep: Class 2 contains 65487 members 
Entering Unmasked Estep 
Score: -15885307.000000 Penalty: 5844.359375
	Iteration 2Q: 3 clusters Score -1.588531e+07 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66405 members 
Mstep: Class 2 contains 64599 members 
Entering Unmasked Estep 
Score: -15886784.000000 Penalty: 5844.359375
	Iteration 3Q: 3 clusters Score -1.588678e+07 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67878 members 
Mstep: Class 2 contains 63126 members 
Entering Unmasked Estep 
Score: -15888754.000000 Penalty: 5844.359375
	Iteration 4Q: 3 clusters Score -1.588875e+07 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69965 members 
Mstep: Class 2 contains 61039 members 
Entering Unmasked Estep 
Score: -15891146.000000 Penalty: 5844.359375
	Iteration 5Q: 3 clusters Score -1.589115e+07 nChanged 6912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72719 members 
Mstep: Class 2 contains 58285 members 
Entering Unmasked Estep 
Score: -15894201.000000 Penalty: 5844.359375
	Iteration 6F: 3 clusters Score -1.58942e+07 nChanged 7276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75997 members 
Mstep: Class 2 contains 55007 members 
Entering Unmasked Estep 
Score: -15897816.000000 Penalty: 5844.359375
	Iteration 7F: 3 clusters Score -1.589782e+07 nChanged 7292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79743 members 
Mstep: Class 2 contains 51261 members 
Entering Unmasked Estep 
Score: -15901061.000000 Penalty: 5844.359375
	Iteration 8F: 3 clusters Score -1.590106e+07 nChanged 6859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83954 members 
Mstep: Class 2 contains 47050 members 
Entering Unmasked Estep 
Score: -15904064.000000 Penalty: 5844.359375
	Iteration 9F: 3 clusters Score -1.590406e+07 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88509 members 
Mstep: Class 2 contains 42495 members 
Entering Unmasked Estep 
Score: -15906790.000000 Penalty: 5844.359375
	Iteration 10Q: 3 clusters Score -1.590679e+07 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93402 members 
Mstep: Class 2 contains 37602 members 
Entering Unmasked Estep 
Score: -15909447.000000 Penalty: 5844.359375
	Iteration 11Q: 3 clusters Score -1.590945e+07 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98667 members 
Mstep: Class 2 contains 32337 members 
Entering Unmasked Estep 
Score: -15912131.000000 Penalty: 5844.359375
	Iteration 12Q: 3 clusters Score -1.591213e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104220 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -15915163.000000 Penalty: 5844.359375
	Iteration 13Q: 3 clusters Score -1.591516e+07 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109958 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -15918602.000000 Penalty: 5844.359375
	Iteration 14Q: 3 clusters Score -1.59186e+07 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115415 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -15922083.000000 Penalty: 5844.359375
	Iteration 15Q: 3 clusters Score -1.592208e+07 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120214 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -15925486.000000 Penalty: 5844.359375
	Iteration 16Q: 3 clusters Score -1.592549e+07 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124091 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -15928181.000000 Penalty: 5844.359375
	Iteration 17Q: 3 clusters Score -1.592818e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126792 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -15930085.000000 Penalty: 5844.359375
	Iteration 18Q: 3 clusters Score -1.593008e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128485 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -15931304.000000 Penalty: 5844.359375
	Iteration 19Q: 3 clusters Score -1.59313e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129462 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -15931970.000000 Penalty: 5844.359375
	Iteration 20F: 3 clusters Score -1.593197e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129966 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -15932260.000000 Penalty: 5844.359375
	Iteration 21Q: 3 clusters Score -1.593226e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130223 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -15932435.000000 Penalty: 5844.359375
	Iteration 22Q: 3 clusters Score -1.593244e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130347 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -15932581.000000 Penalty: 5844.359375
	Iteration 23Q: 3 clusters Score -1.593258e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130419 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -15932641.000000 Penalty: 5844.359375
	Iteration 24Q: 3 clusters Score -1.593264e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130464 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -15932715.000000 Penalty: 5844.359375
	Iteration 25Q: 3 clusters Score -1.593272e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130490 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -15932722.000000 Penalty: 5844.359375
	Iteration 26Q: 3 clusters Score -1.593272e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130513 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -15932764.000000 Penalty: 5844.359375
	Iteration 27Q: 3 clusters Score -1.593276e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130524 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -15932752.000000 Penalty: 5844.359375
	Iteration 28Q: 3 clusters Score -1.593275e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130534 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -15932779.000000 Penalty: 5844.359375
	Iteration 29Q: 3 clusters Score -1.593278e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130541 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -15932784.000000 Penalty: 5844.359375
	Iteration 30Q: 3 clusters Score -1.593278e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130553 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -15932806.000000 Penalty: 5844.359375
	Iteration 31Q: 3 clusters Score -1.593281e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130557 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -15932806.000000 Penalty: 5844.359375
	Iteration 32Q: 3 clusters Score -1.593281e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130563 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -15932806.000000 Penalty: 5844.359375
	Iteration 33Q: 3 clusters Score -1.593281e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130568 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -15932816.000000 Penalty: 5844.359375
	Iteration 34Q: 3 clusters Score -1.593282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130569 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -15932807.000000 Penalty: 5844.359375
	Iteration 35Q: 3 clusters Score -1.593281e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130571 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -15932827.000000 Penalty: 5844.359375
	Iteration 36Q: 3 clusters Score -1.593283e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130572 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -15932821.000000 Penalty: 5844.359375
	Iteration 37Q: 3 clusters Score -1.593282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130575 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -15932807.000000 Penalty: 5844.359375
	Iteration 38Q: 3 clusters Score -1.593281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130578 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -15932806.000000 Penalty: 5844.359375
	Iteration 39Q: 3 clusters Score -1.593281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130579 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -15932818.000000 Penalty: 5844.359375
	Iteration 40F: 3 clusters Score -1.593282e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130580 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -15932818.000000 Penalty: 5844.359375
	Iteration 41Q: 3 clusters Score -1.593282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130583 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -15932836.000000 Penalty: 5844.359375
	Iteration 42Q: 3 clusters Score -1.593284e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130584 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -15932830.000000 Penalty: 5844.359375
	Iteration 43Q: 3 clusters Score -1.593283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130585 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -15932825.000000 Penalty: 5844.359375
	Iteration 44Q: 3 clusters Score -1.593282e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130585 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -15932825.000000 Penalty: 5844.359375
	Iteration 45F: 3 clusters Score -1.593282e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (225175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225175 members 
Entering Unmasked Estep 
Score: -27735676.000000 Penalty: 3056.509033
	Iteration 0F: 2 clusters Score -2.773568e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113015 members 
Mstep: Class 2 contains 112160 members 
Entering Unmasked Estep 
Score: -27590936.000000 Penalty: 6113.018066
	Iteration 0F: 3 clusters Score -2.759094e+07 nChanged 108625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123752 members 
Mstep: Class 2 contains 101423 members 
Entering Unmasked Estep 
Score: -27655824.000000 Penalty: 6113.018066
	Iteration 1F: 3 clusters Score -2.765582e+07 nChanged 9705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131193 members 
Mstep: Class 2 contains 93982 members 
Entering Unmasked Estep 
Score: -27659416.000000 Penalty: 6113.018066
	Iteration 2Q: 3 clusters Score -2.765942e+07 nChanged 13192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142483 members 
Mstep: Class 2 contains 82692 members 
Entering Unmasked Estep 
Score: -27666810.000000 Penalty: 6113.018066
	Iteration 3F: 3 clusters Score -2.766681e+07 nChanged 16964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157831 members 
Mstep: Class 2 contains 67344 members 
Entering Unmasked Estep 
Score: -27678836.000000 Penalty: 6113.018066
	Iteration 4F: 3 clusters Score -2.767884e+07 nChanged 18962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175541 members 
Mstep: Class 2 contains 49634 members 
Entering Unmasked Estep 
Score: -27694220.000000 Penalty: 6113.018066
	Iteration 5F: 3 clusters Score -2.769422e+07 nChanged 18168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193045 members 
Mstep: Class 2 contains 32130 members 
Entering Unmasked Estep 
Score: -27709578.000000 Penalty: 6113.018066
	Iteration 6F: 3 clusters Score -2.770958e+07 nChanged 14357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207102 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -27720528.000000 Penalty: 6113.018066
	Iteration 7F: 3 clusters Score -2.772053e+07 nChanged 8939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215969 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -27726766.000000 Penalty: 6113.018066
	Iteration 8Q: 3 clusters Score -2.772677e+07 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220680 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -27730146.000000 Penalty: 6113.018066
	Iteration 9Q: 3 clusters Score -2.773015e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222915 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -27731574.000000 Penalty: 6113.018066
	Iteration 10Q: 3 clusters Score -2.773157e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223838 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -27732256.000000 Penalty: 6113.018066
	Iteration 11Q: 3 clusters Score -2.773226e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224251 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -27732502.000000 Penalty: 6113.018066
	Iteration 12Q: 3 clusters Score -2.77325e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224467 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -27732740.000000 Penalty: 6113.018066
	Iteration 13Q: 3 clusters Score -2.773274e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224575 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -27732836.000000 Penalty: 6113.018066
	Iteration 14Q: 3 clusters Score -2.773284e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224636 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -27732914.000000 Penalty: 6113.018066
	Iteration 15Q: 3 clusters Score -2.773291e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224669 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -27732964.000000 Penalty: 6113.018066
	Iteration 16Q: 3 clusters Score -2.773296e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224694 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -27733022.000000 Penalty: 6113.018066
	Iteration 17Q: 3 clusters Score -2.773302e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224711 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -27733032.000000 Penalty: 6113.018066
	Iteration 18Q: 3 clusters Score -2.773303e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224712 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -27733046.000000 Penalty: 6113.018066
	Iteration 19Q: 3 clusters Score -2.773305e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224713 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -27733058.000000 Penalty: 6113.018066
	Iteration 20F: 3 clusters Score -2.773306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224717 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -27733070.000000 Penalty: 6113.018066
	Iteration 21Q: 3 clusters Score -2.773307e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224721 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -27733066.000000 Penalty: 6113.018066
	Iteration 22Q: 3 clusters Score -2.773307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224725 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -27733064.000000 Penalty: 6113.018066
	Iteration 23Q: 3 clusters Score -2.773306e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224732 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -27733082.000000 Penalty: 6113.018066
	Iteration 24Q: 3 clusters Score -2.773308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224733 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -27733076.000000 Penalty: 6113.018066
	Iteration 25Q: 3 clusters Score -2.773308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224736 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -27733084.000000 Penalty: 6113.018066
	Iteration 26Q: 3 clusters Score -2.773308e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224740 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -27733084.000000 Penalty: 6113.018066
	Iteration 27Q: 3 clusters Score -2.773308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224743 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -27733096.000000 Penalty: 6113.018066
	Iteration 28Q: 3 clusters Score -2.77331e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224746 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -27733096.000000 Penalty: 6113.018066
	Iteration 29Q: 3 clusters Score -2.77331e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224749 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -27733084.000000 Penalty: 6113.018066
	Iteration 30Q: 3 clusters Score -2.773308e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224751 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -27733086.000000 Penalty: 6113.018066
	Iteration 31Q: 3 clusters Score -2.773309e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224755 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -27733098.000000 Penalty: 6113.018066
	Iteration 32Q: 3 clusters Score -2.77331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224759 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -27733110.000000 Penalty: 6113.018066
	Iteration 33Q: 3 clusters Score -2.773311e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224760 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -27733108.000000 Penalty: 6113.018066
	Iteration 34Q: 3 clusters Score -2.773311e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224760 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -27733108.000000 Penalty: 6113.018066
	Iteration 35F: 3 clusters Score -2.773311e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (21458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Entering Unmasked Estep 
Score: -2524075.000000 Penalty: 2473.515625
	Iteration 0F: 2 clusters Score -2524075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -2509175.750000 Penalty: 4947.031250
	Iteration 0F: 3 clusters Score -2509176 nChanged 9373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -2514381.000000 Penalty: 4947.031250
	Iteration 1F: 3 clusters Score -2514381 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -2514971.500000 Penalty: 4947.031250
	Iteration 2F: 3 clusters Score -2514972 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -2515698.500000 Penalty: 4947.031250
	Iteration 3F: 3 clusters Score -2515698 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -2516540.000000 Penalty: 4947.031250
	Iteration 4F: 3 clusters Score -2516540 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -2517457.750000 Penalty: 4947.031250
	Iteration 5F: 3 clusters Score -2517458 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -2518431.750000 Penalty: 4947.031250
	Iteration 6F: 3 clusters Score -2518432 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -2519343.500000 Penalty: 4947.031250
	Iteration 7F: 3 clusters Score -2519344 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -2520055.250000 Penalty: 4947.031250
	Iteration 8Q: 3 clusters Score -2520055 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2520644.000000 Penalty: 4947.031250
	Iteration 9Q: 3 clusters Score -2520644 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2521109.500000 Penalty: 4947.031250
	Iteration 10Q: 3 clusters Score -2521110 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2521447.250000 Penalty: 4947.031250
	Iteration 11Q: 3 clusters Score -2521447 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2521638.750000 Penalty: 4947.031250
	Iteration 12Q: 3 clusters Score -2521639 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2521765.750000 Penalty: 4947.031250
	Iteration 13Q: 3 clusters Score -2521766 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2521868.500000 Penalty: 4947.031250
	Iteration 14Q: 3 clusters Score -2521868 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2521936.250000 Penalty: 4947.031250
	Iteration 15Q: 3 clusters Score -2521936 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2522014.000000 Penalty: 4947.031250
	Iteration 16Q: 3 clusters Score -2522014 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2522070.750000 Penalty: 4947.031250
	Iteration 17Q: 3 clusters Score -2522071 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2522130.500000 Penalty: 4947.031250
	Iteration 18Q: 3 clusters Score -2522130 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2522171.500000 Penalty: 4947.031250
	Iteration 19Q: 3 clusters Score -2522172 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2522204.750000 Penalty: 4947.031250
	Iteration 20F: 3 clusters Score -2522205 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2522212.750000 Penalty: 4947.031250
	Iteration 21Q: 3 clusters Score -2522213 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2522226.500000 Penalty: 4947.031250
	Iteration 22Q: 3 clusters Score -2522226 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2522240.250000 Penalty: 4947.031250
	Iteration 23Q: 3 clusters Score -2522240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2522252.750000 Penalty: 4947.031250
	Iteration 24Q: 3 clusters Score -2522253 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2522259.500000 Penalty: 4947.031250
	Iteration 25Q: 3 clusters Score -2522260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2522262.250000 Penalty: 4947.031250
	Iteration 26Q: 3 clusters Score -2522262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2522267.750000 Penalty: 4947.031250
	Iteration 27Q: 3 clusters Score -2522268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2522272.250000 Penalty: 4947.031250
	Iteration 28Q: 3 clusters Score -2522272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2522272.500000 Penalty: 4947.031250
	Iteration 29Q: 3 clusters Score -2522272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2522275.750000 Penalty: 4947.031250
	Iteration 30Q: 3 clusters Score -2522276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2522274.000000 Penalty: 4947.031250
	Iteration 31Q: 3 clusters Score -2522274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2522273.500000 Penalty: 4947.031250
	Iteration 32Q: 3 clusters Score -2522274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2522272.500000 Penalty: 4947.031250
	Iteration 33Q: 3 clusters Score -2522272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2522275.000000 Penalty: 4947.031250
	Iteration 34Q: 3 clusters Score -2522275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2522273.250000 Penalty: 4947.031250
	Iteration 35Q: 3 clusters Score -2522273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2522273.750000 Penalty: 4947.031250
	Iteration 36Q: 3 clusters Score -2522274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2522274.250000 Penalty: 4947.031250
	Iteration 37Q: 3 clusters Score -2522274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2522275.750000 Penalty: 4947.031250
	Iteration 38Q: 3 clusters Score -2522276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2522281.000000 Penalty: 4947.031250
	Iteration 39Q: 3 clusters Score -2522281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2522281.500000 Penalty: 4947.031250
	Iteration 40F: 3 clusters Score -2522282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2522280.500000 Penalty: 4947.031250
	Iteration 41Q: 3 clusters Score -2522280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2522282.500000 Penalty: 4947.031250
	Iteration 42Q: 3 clusters Score -2522282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2522278.750000 Penalty: 4947.031250
	Iteration 43Q: 3 clusters Score -2522279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2522280.750000 Penalty: 4947.031250
	Iteration 44Q: 3 clusters Score -2522281 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2522285.500000 Penalty: 4947.031250
	Iteration 45Q: 3 clusters Score -2522286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2522291.000000 Penalty: 4947.031250
	Iteration 46Q: 3 clusters Score -2522291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2522295.250000 Penalty: 4947.031250
	Iteration 47Q: 3 clusters Score -2522295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2522298.500000 Penalty: 4947.031250
	Iteration 48Q: 3 clusters Score -2522298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2522299.750000 Penalty: 4947.031250
	Iteration 49Q: 3 clusters Score -2522300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2522298.250000 Penalty: 4947.031250
	Iteration 50Q: 3 clusters Score -2522298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2522301.000000 Penalty: 4947.031250
	Iteration 51Q: 3 clusters Score -2522301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2522300.000000 Penalty: 4947.031250
	Iteration 52Q: 3 clusters Score -2522300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2522298.250000 Penalty: 4947.031250
	Iteration 53Q: 3 clusters Score -2522298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2522300.000000 Penalty: 4947.031250
	Iteration 54Q: 3 clusters Score -2522300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2522300.000000 Penalty: 4947.031250
	Iteration 55F: 3 clusters Score -2522300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Entering Unmasked Estep 
Score: -115751.046875 Penalty: 1728.741089
	Iteration 0F: 2 clusters Score -115751 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 550 members 
Entering Unmasked Estep 
Score: -113770.695312 Penalty: 3457.482178
	Iteration 0F: 3 clusters Score -113770.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -114216.632812 Penalty: 3457.482178
	Iteration 1F: 3 clusters Score -114216.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -114602.398438 Penalty: 3457.482178
	Iteration 2F: 3 clusters Score -114602.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -114934.132812 Penalty: 3457.482178
	Iteration 3F: 3 clusters Score -114934.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -115180.304688 Penalty: 3457.482178
	Iteration 4F: 3 clusters Score -115180.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -115290.476562 Penalty: 3457.482178
	Iteration 5Q: 3 clusters Score -115290.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -115328.320312 Penalty: 3457.482178
	Iteration 6Q: 3 clusters Score -115328.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -115354.289062 Penalty: 3457.482178
	Iteration 7Q: 3 clusters Score -115354.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -115372.890625 Penalty: 3457.482178
	Iteration 8Q: 3 clusters Score -115372.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -115396.445312 Penalty: 3457.482178
	Iteration 9Q: 3 clusters Score -115396.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -115414.453125 Penalty: 3457.482178
	Iteration 10Q: 3 clusters Score -115414.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -115422.390625 Penalty: 3457.482178
	Iteration 11Q: 3 clusters Score -115422.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -115426.625000 Penalty: 3457.482178
	Iteration 12Q: 3 clusters Score -115426.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -115435.492188 Penalty: 3457.482178
	Iteration 13Q: 3 clusters Score -115435.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -115438.148438 Penalty: 3457.482178
	Iteration 14Q: 3 clusters Score -115438.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -115444.421875 Penalty: 3457.482178
	Iteration 15Q: 3 clusters Score -115444.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -115446.359375 Penalty: 3457.482178
	Iteration 16Q: 3 clusters Score -115446.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -115446.359375 Penalty: 3457.482178
	Iteration 17F: 3 clusters Score -115446.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Entering Unmasked Estep 
Score: -90226.046875 Penalty: 1684.501465
	Iteration 0F: 2 clusters Score -90226.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -88466.539062 Penalty: 3369.002930
	Iteration 0F: 3 clusters Score -88466.54 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -88761.937500 Penalty: 3369.002930
	Iteration 1F: 3 clusters Score -88761.94 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -88888.750000 Penalty: 3369.002930
	Iteration 2F: 3 clusters Score -88888.75 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -88932.828125 Penalty: 3369.002930
	Iteration 3Q: 3 clusters Score -88932.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -88958.625000 Penalty: 3369.002930
	Iteration 4Q: 3 clusters Score -88958.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -89024.218750 Penalty: 3369.002930
	Iteration 5Q: 3 clusters Score -89024.22 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -89069.304688 Penalty: 3369.002930
	Iteration 6Q: 3 clusters Score -89069.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -89099.601562 Penalty: 3369.002930
	Iteration 7Q: 3 clusters Score -89099.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -89115.148438 Penalty: 3369.002930
	Iteration 8Q: 3 clusters Score -89115.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -89126.351562 Penalty: 3369.002930
	Iteration 9Q: 3 clusters Score -89126.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -89139.843750 Penalty: 3369.002930
	Iteration 10Q: 3 clusters Score -89139.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -89141.921875 Penalty: 3369.002930
	Iteration 11Q: 3 clusters Score -89141.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -89144.085938 Penalty: 3369.002930
	Iteration 12Q: 3 clusters Score -89144.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -89148.179688 Penalty: 3369.002930
	Iteration 13Q: 3 clusters Score -89148.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -89150.289062 Penalty: 3369.002930
	Iteration 14Q: 3 clusters Score -89150.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -89153.359375 Penalty: 3369.002930
	Iteration 15Q: 3 clusters Score -89153.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -89154.468750 Penalty: 3369.002930
	Iteration 16Q: 3 clusters Score -89154.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -89155.726562 Penalty: 3369.002930
	Iteration 17Q: 3 clusters Score -89155.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -89156.578125 Penalty: 3369.002930
	Iteration 18Q: 3 clusters Score -89156.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -89156.578125 Penalty: 3369.002930
	Iteration 19F: 3 clusters Score -89156.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Entering Unmasked Estep 
Score: -48017.863281 Penalty: 1512.879150
	Iteration 0F: 2 clusters Score -48017.86 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 227 members 
Entering Unmasked Estep 
Score: -46535.433594 Penalty: 3025.758301
	Iteration 0F: 3 clusters Score -46535.43 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -46726.324219 Penalty: 3025.758301
	Iteration 1F: 3 clusters Score -46726.32 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -46815.644531 Penalty: 3025.758301
	Iteration 2F: 3 clusters Score -46815.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -46874.714844 Penalty: 3025.758301
	Iteration 3Q: 3 clusters Score -46874.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -46909.292969 Penalty: 3025.758301
	Iteration 4Q: 3 clusters Score -46909.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -46918.457031 Penalty: 3025.758301
	Iteration 5Q: 3 clusters Score -46918.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -46927.734375 Penalty: 3025.758301
	Iteration 6Q: 3 clusters Score -46927.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -46937.425781 Penalty: 3025.758301
	Iteration 7Q: 3 clusters Score -46937.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -46948.886719 Penalty: 3025.758301
	Iteration 8Q: 3 clusters Score -46948.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -46948.886719 Penalty: 3025.758301
	Iteration 9F: 3 clusters Score -46948.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 8701 members 
Mstep: Class 3 contains 15351 members 
Mstep: Class 4 contains 183520 members 
Mstep: Class 5 contains 320885 members 
Mstep: Class 6 contains 8640 members 
Mstep: Class 7 contains 182121 members 
Mstep: Class 8 contains 16490 members 
Mstep: Class 9 contains 12527 members 
Mstep: Class 10 contains 14476 members 
Mstep: Class 11 contains 7969 members 
Mstep: Class 12 contains 18678 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3237 members 
Mstep: Class 15 contains 101705 members 
Mstep: Class 16 contains 185226 members 
Mstep: Class 17 contains 16467 members 
Mstep: Class 18 contains 83490 members 
Mstep: Class 19 contains 25676 members 
Mstep: Class 20 contains 118284 members 
Mstep: Class 21 contains 44162 members 
Mstep: Class 22 contains 53090 members 
Mstep: Class 23 contains 10739 members 
Mstep: Class 24 contains 29133 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12849 members 
Mstep: Class 27 contains 11098 members 
Mstep: Class 28 contains 5652 members 
Mstep: Class 29 contains 12231 members 
Mstep: Class 30 contains 3358 members 
Mstep: Class 31 contains 6467 members 
Mstep: Class 32 contains 10922 members 
Mstep: Class 33 contains 54476 members 
Mstep: Class 34 contains 24577 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131004 members 
Mstep: Class 37 contains 225175 members 
Mstep: Class 38 contains 21458 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 891 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499680.000000 Penalty: 147473.906250
Iteration 439Q: 42 clusters Score -2.354997e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 8700 members 
Mstep: Class 3 contains 15350 members 
Mstep: Class 4 contains 183504 members 
Mstep: Class 5 contains 320885 members 
Mstep: Class 6 contains 8640 members 
Mstep: Class 7 contains 182116 members 
Mstep: Class 8 contains 16492 members 
Mstep: Class 9 contains 12531 members 
Mstep: Class 10 contains 14477 members 
Mstep: Class 11 contains 7969 members 
Mstep: Class 12 contains 18676 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3237 members 
Mstep: Class 15 contains 101702 members 
Mstep: Class 16 contains 185220 members 
Mstep: Class 17 contains 16468 members 
Mstep: Class 18 contains 83491 members 
Mstep: Class 19 contains 25680 members 
Mstep: Class 20 contains 118318 members 
Mstep: Class 21 contains 44160 members 
Mstep: Class 22 contains 53092 members 
Mstep: Class 23 contains 10739 members 
Mstep: Class 24 contains 29135 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12849 members 
Mstep: Class 27 contains 11098 members 
Mstep: Class 28 contains 5652 members 
Mstep: Class 29 contains 12231 members 
Mstep: Class 30 contains 3359 members 
Mstep: Class 31 contains 6465 members 
Mstep: Class 32 contains 10922 members 
Mstep: Class 33 contains 54475 members 
Mstep: Class 34 contains 24588 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131006 members 
Mstep: Class 37 contains 225150 members 
Mstep: Class 38 contains 21458 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 891 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500064.000000 Penalty: 147473.906250
Iteration 440F: 42 clusters Score -2.355001e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 8700 members 
Mstep: Class 3 contains 15349 members 
Mstep: Class 4 contains 183492 members 
Mstep: Class 5 contains 320885 members 
Mstep: Class 6 contains 8640 members 
Mstep: Class 7 contains 182111 members 
Mstep: Class 8 contains 16493 members 
Mstep: Class 9 contains 12534 members 
Mstep: Class 10 contains 14478 members 
Mstep: Class 11 contains 7971 members 
Mstep: Class 12 contains 18675 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3237 members 
Mstep: Class 15 contains 101700 members 
Mstep: Class 16 contains 185212 members 
Mstep: Class 17 contains 16465 members 
Mstep: Class 18 contains 83488 members 
Mstep: Class 19 contains 25682 members 
Mstep: Class 20 contains 118355 members 
Mstep: Class 21 contains 44159 members 
Mstep: Class 22 contains 53089 members 
Mstep: Class 23 contains 10739 members 
Mstep: Class 24 contains 29134 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12849 members 
Mstep: Class 27 contains 11098 members 
Mstep: Class 28 contains 5652 members 
Mstep: Class 29 contains 12230 members 
Mstep: Class 30 contains 3362 members 
Mstep: Class 31 contains 6463 members 
Mstep: Class 32 contains 10923 members 
Mstep: Class 33 contains 54476 members 
Mstep: Class 34 contains 24595 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131006 members 
Mstep: Class 37 contains 225136 members 
Mstep: Class 38 contains 21457 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 891 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500048.000000 Penalty: 147473.906250
Iteration 441Q: 42 clusters Score -2.355e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 8699 members 
Mstep: Class 3 contains 15348 members 
Mstep: Class 4 contains 183487 members 
Mstep: Class 5 contains 320890 members 
Mstep: Class 6 contains 8640 members 
Mstep: Class 7 contains 182077 members 
Mstep: Class 8 contains 16494 members 
Mstep: Class 9 contains 12536 members 
Mstep: Class 10 contains 14479 members 
Mstep: Class 11 contains 7971 members 
Mstep: Class 12 contains 18673 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3237 members 
Mstep: Class 15 contains 101699 members 
Mstep: Class 16 contains 185213 members 
Mstep: Class 17 contains 16465 members 
Mstep: Class 18 contains 83489 members 
Mstep: Class 19 contains 25686 members 
Mstep: Class 20 contains 118410 members 
Mstep: Class 21 contains 44157 members 
Mstep: Class 22 contains 53087 members 
Mstep: Class 23 contains 10740 members 
Mstep: Class 24 contains 29134 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12849 members 
Mstep: Class 27 contains 11097 members 
Mstep: Class 28 contains 5652 members 
Mstep: Class 29 contains 12230 members 
Mstep: Class 30 contains 3365 members 
Mstep: Class 31 contains 6458 members 
Mstep: Class 32 contains 10923 members 
Mstep: Class 33 contains 54476 members 
Mstep: Class 34 contains 24604 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131006 members 
Mstep: Class 37 contains 225109 members 
Mstep: Class 38 contains 21455 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 891 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500096.000000 Penalty: 147473.906250
Iteration 442Q: 42 clusters Score -2.355001e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 8700 members 
Mstep: Class 3 contains 15347 members 
Mstep: Class 4 contains 183478 members 
Mstep: Class 5 contains 320899 members 
Mstep: Class 6 contains 8640 members 
Mstep: Class 7 contains 182051 members 
Mstep: Class 8 contains 16494 members 
Mstep: Class 9 contains 12541 members 
Mstep: Class 10 contains 14481 members 
Mstep: Class 11 contains 7972 members 
Mstep: Class 12 contains 18671 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3238 members 
Mstep: Class 15 contains 101698 members 
Mstep: Class 16 contains 185201 members 
Mstep: Class 17 contains 16464 members 
Mstep: Class 18 contains 83490 members 
Mstep: Class 19 contains 25686 members 
Mstep: Class 20 contains 118468 members 
Mstep: Class 21 contains 44160 members 
Mstep: Class 22 contains 53077 members 
Mstep: Class 23 contains 10740 members 
Mstep: Class 24 contains 29135 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12848 members 
Mstep: Class 27 contains 11097 members 
Mstep: Class 28 contains 5652 members 
Mstep: Class 29 contains 12230 members 
Mstep: Class 30 contains 3365 members 
Mstep: Class 31 contains 6454 members 
Mstep: Class 32 contains 10923 members 
Mstep: Class 33 contains 54476 members 
Mstep: Class 34 contains 24610 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131007 members 
Mstep: Class 37 contains 225087 members 
Mstep: Class 38 contains 21455 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 891 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500176.000000 Penalty: 147473.906250
Iteration 443Q: 42 clusters Score -2.355002e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 8699 members 
Mstep: Class 3 contains 15346 members 
Mstep: Class 4 contains 183470 members 
Mstep: Class 5 contains 320899 members 
Mstep: Class 6 contains 8641 members 
Mstep: Class 7 contains 182023 members 
Mstep: Class 8 contains 16495 members 
Mstep: Class 9 contains 12542 members 
Mstep: Class 10 contains 14480 members 
Mstep: Class 11 contains 7983 members 
Mstep: Class 12 contains 18667 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3240 members 
Mstep: Class 15 contains 101696 members 
Mstep: Class 16 contains 185190 members 
Mstep: Class 17 contains 16465 members 
Mstep: Class 18 contains 83491 members 
Mstep: Class 19 contains 25686 members 
Mstep: Class 20 contains 118539 members 
Mstep: Class 21 contains 44159 members 
Mstep: Class 22 contains 53076 members 
Mstep: Class 23 contains 10740 members 
Mstep: Class 24 contains 29135 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12849 members 
Mstep: Class 27 contains 11097 members 
Mstep: Class 28 contains 5652 members 
Mstep: Class 29 contains 12230 members 
Mstep: Class 30 contains 3365 members 
Mstep: Class 31 contains 6449 members 
Mstep: Class 32 contains 10921 members 
Mstep: Class 33 contains 54475 members 
Mstep: Class 34 contains 24615 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131008 members 
Mstep: Class 37 contains 225059 members 
Mstep: Class 38 contains 21454 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 891 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500208.000000 Penalty: 147473.906250
Iteration 444Q: 42 clusters Score -2.355002e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 8699 members 
Mstep: Class 3 contains 15343 members 
Mstep: Class 4 contains 183459 members 
Mstep: Class 5 contains 320899 members 
Mstep: Class 6 contains 8641 members 
Mstep: Class 7 contains 181986 members 
Mstep: Class 8 contains 16493 members 
Mstep: Class 9 contains 12543 members 
Mstep: Class 10 contains 14479 members 
Mstep: Class 11 contains 8001 members 
Mstep: Class 12 contains 18664 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3240 members 
Mstep: Class 15 contains 101695 members 
Mstep: Class 16 contains 185185 members 
Mstep: Class 17 contains 16466 members 
Mstep: Class 18 contains 83492 members 
Mstep: Class 19 contains 25686 members 
Mstep: Class 20 contains 118603 members 
Mstep: Class 21 contains 44162 members 
Mstep: Class 22 contains 53077 members 
Mstep: Class 23 contains 10742 members 
Mstep: Class 24 contains 29135 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12850 members 
Mstep: Class 27 contains 11097 members 
Mstep: Class 28 contains 5652 members 
Mstep: Class 29 contains 12229 members 
Mstep: Class 30 contains 3366 members 
Mstep: Class 31 contains 6441 members 
Mstep: Class 32 contains 10920 members 
Mstep: Class 33 contains 54475 members 
Mstep: Class 34 contains 24619 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131007 members 
Mstep: Class 37 contains 225039 members 
Mstep: Class 38 contains 21452 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 891 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500224.000000 Penalty: 147473.906250
Iteration 445Q: 42 clusters Score -2.355002e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 8699 members 
Mstep: Class 3 contains 15341 members 
Mstep: Class 4 contains 183454 members 
Mstep: Class 5 contains 320899 members 
Mstep: Class 6 contains 8641 members 
Mstep: Class 7 contains 181926 members 
Mstep: Class 8 contains 16494 members 
Mstep: Class 9 contains 12547 members 
Mstep: Class 10 contains 14478 members 
Mstep: Class 11 contains 8015 members 
Mstep: Class 12 contains 18662 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3240 members 
Mstep: Class 15 contains 101695 members 
Mstep: Class 16 contains 185187 members 
Mstep: Class 17 contains 16467 members 
Mstep: Class 18 contains 83494 members 
Mstep: Class 19 contains 25687 members 
Mstep: Class 20 contains 118645 members 
Mstep: Class 21 contains 44165 members 
Mstep: Class 22 contains 53062 members 
Mstep: Class 23 contains 10747 members 
Mstep: Class 24 contains 29133 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12849 members 
Mstep: Class 27 contains 11098 members 
Mstep: Class 28 contains 5652 members 
Mstep: Class 29 contains 12229 members 
Mstep: Class 30 contains 3369 members 
Mstep: Class 31 contains 6430 members 
Mstep: Class 32 contains 10918 members 
Mstep: Class 33 contains 54477 members 
Mstep: Class 34 contains 24628 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131008 members 
Mstep: Class 37 contains 225051 members 
Mstep: Class 38 contains 21450 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 891 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500176.000000 Penalty: 147473.906250
Iteration 446Q: 42 clusters Score -2.355002e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 8700 members 
Mstep: Class 3 contains 15338 members 
Mstep: Class 4 contains 183448 members 
Mstep: Class 5 contains 320906 members 
Mstep: Class 6 contains 8642 members 
Mstep: Class 7 contains 181878 members 
Mstep: Class 8 contains 16493 members 
Mstep: Class 9 contains 12551 members 
Mstep: Class 10 contains 14480 members 
Mstep: Class 11 contains 8021 members 
Mstep: Class 12 contains 18661 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3240 members 
Mstep: Class 15 contains 101696 members 
Mstep: Class 16 contains 185188 members 
Mstep: Class 17 contains 16468 members 
Mstep: Class 18 contains 83496 members 
Mstep: Class 19 contains 25687 members 
Mstep: Class 20 contains 118677 members 
Mstep: Class 21 contains 44167 members 
Mstep: Class 22 contains 53052 members 
Mstep: Class 23 contains 10748 members 
Mstep: Class 24 contains 29133 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12850 members 
Mstep: Class 27 contains 11102 members 
Mstep: Class 28 contains 5652 members 
Mstep: Class 29 contains 12229 members 
Mstep: Class 30 contains 3370 members 
Mstep: Class 31 contains 6423 members 
Mstep: Class 32 contains 10916 members 
Mstep: Class 33 contains 54479 members 
Mstep: Class 34 contains 24647 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131009 members 
Mstep: Class 37 contains 225039 members 
Mstep: Class 38 contains 21451 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 891 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500048.000000 Penalty: 147473.906250
Iteration 447Q: 42 clusters Score -2.355e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 8699 members 
Mstep: Class 3 contains 15334 members 
Mstep: Class 4 contains 183441 members 
Mstep: Class 5 contains 320910 members 
Mstep: Class 6 contains 8642 members 
Mstep: Class 7 contains 181832 members 
Mstep: Class 8 contains 16495 members 
Mstep: Class 9 contains 12554 members 
Mstep: Class 10 contains 14480 members 
Mstep: Class 11 contains 8022 members 
Mstep: Class 12 contains 18658 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3239 members 
Mstep: Class 15 contains 101698 members 
Mstep: Class 16 contains 185187 members 
Mstep: Class 17 contains 16468 members 
Mstep: Class 18 contains 83496 members 
Mstep: Class 19 contains 25686 members 
Mstep: Class 20 contains 118711 members 
Mstep: Class 21 contains 44167 members 
Mstep: Class 22 contains 53043 members 
Mstep: Class 23 contains 10750 members 
Mstep: Class 24 contains 29132 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12850 members 
Mstep: Class 27 contains 11104 members 
Mstep: Class 28 contains 5653 members 
Mstep: Class 29 contains 12229 members 
Mstep: Class 30 contains 3377 members 
Mstep: Class 31 contains 6410 members 
Mstep: Class 32 contains 10916 members 
Mstep: Class 33 contains 54475 members 
Mstep: Class 34 contains 24669 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131008 members 
Mstep: Class 37 contains 225051 members 
Mstep: Class 38 contains 21451 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 891 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500144.000000 Penalty: 147473.906250
Iteration 448Q: 42 clusters Score -2.355001e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 8699 members 
Mstep: Class 3 contains 15333 members 
Mstep: Class 4 contains 183428 members 
Mstep: Class 5 contains 320923 members 
Mstep: Class 6 contains 8642 members 
Mstep: Class 7 contains 181799 members 
Mstep: Class 8 contains 16498 members 
Mstep: Class 9 contains 12568 members 
Mstep: Class 10 contains 14480 members 
Mstep: Class 11 contains 8022 members 
Mstep: Class 12 contains 18651 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3240 members 
Mstep: Class 15 contains 101699 members 
Mstep: Class 16 contains 185187 members 
Mstep: Class 17 contains 16468 members 
Mstep: Class 18 contains 83495 members 
Mstep: Class 19 contains 25686 members 
Mstep: Class 20 contains 118754 members 
Mstep: Class 21 contains 44167 members 
Mstep: Class 22 contains 53035 members 
Mstep: Class 23 contains 10755 members 
Mstep: Class 24 contains 29132 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12850 members 
Mstep: Class 27 contains 11106 members 
Mstep: Class 28 contains 5652 members 
Mstep: Class 29 contains 12228 members 
Mstep: Class 30 contains 3379 members 
Mstep: Class 31 contains 6393 members 
Mstep: Class 32 contains 10917 members 
Mstep: Class 33 contains 54474 members 
Mstep: Class 34 contains 24678 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131008 members 
Mstep: Class 37 contains 225040 members 
Mstep: Class 38 contains 21451 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 891 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499872.000000 Penalty: 147473.906250
Iteration 449Q: 42 clusters Score -2.354999e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 8699 members 
Mstep: Class 3 contains 15333 members 
Mstep: Class 4 contains 183415 members 
Mstep: Class 5 contains 320922 members 
Mstep: Class 6 contains 8642 members 
Mstep: Class 7 contains 181760 members 
Mstep: Class 8 contains 16502 members 
Mstep: Class 9 contains 12583 members 
Mstep: Class 10 contains 14482 members 
Mstep: Class 11 contains 8044 members 
Mstep: Class 12 contains 18647 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3241 members 
Mstep: Class 15 contains 101696 members 
Mstep: Class 16 contains 185183 members 
Mstep: Class 17 contains 16469 members 
Mstep: Class 18 contains 83496 members 
Mstep: Class 19 contains 25692 members 
Mstep: Class 20 contains 118811 members 
Mstep: Class 21 contains 44167 members 
Mstep: Class 22 contains 53025 members 
Mstep: Class 23 contains 10757 members 
Mstep: Class 24 contains 29131 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12851 members 
Mstep: Class 27 contains 11109 members 
Mstep: Class 28 contains 5653 members 
Mstep: Class 29 contains 12228 members 
Mstep: Class 30 contains 3384 members 
Mstep: Class 31 contains 6361 members 
Mstep: Class 32 contains 10917 members 
Mstep: Class 33 contains 54473 members 
Mstep: Class 34 contains 24683 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131005 members 
Mstep: Class 37 contains 225027 members 
Mstep: Class 38 contains 21449 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 891 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499952.000000 Penalty: 147473.906250
Iteration 450Q: 42 clusters Score -2.355e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 8699 members 
Mstep: Class 3 contains 15331 members 
Mstep: Class 4 contains 183404 members 
Mstep: Class 5 contains 320924 members 
Mstep: Class 6 contains 8642 members 
Mstep: Class 7 contains 181714 members 
Mstep: Class 8 contains 16509 members 
Mstep: Class 9 contains 12606 members 
Mstep: Class 10 contains 14484 members 
Mstep: Class 11 contains 8043 members 
Mstep: Class 12 contains 18631 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3241 members 
Mstep: Class 15 contains 101695 members 
Mstep: Class 16 contains 185183 members 
Mstep: Class 17 contains 16469 members 
Mstep: Class 18 contains 83495 members 
Mstep: Class 19 contains 25695 members 
Mstep: Class 20 contains 118858 members 
Mstep: Class 21 contains 44170 members 
Mstep: Class 22 contains 53009 members 
Mstep: Class 23 contains 10765 members 
Mstep: Class 24 contains 29130 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12851 members 
Mstep: Class 27 contains 11113 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 12228 members 
Mstep: Class 30 contains 3386 members 
Mstep: Class 31 contains 6353 members 
Mstep: Class 32 contains 10918 members 
Mstep: Class 33 contains 54473 members 
Mstep: Class 34 contains 24705 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131006 members 
Mstep: Class 37 contains 225008 members 
Mstep: Class 38 contains 21444 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 891 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499632.000000 Penalty: 147473.906250
Iteration 451Q: 42 clusters Score -2.354996e+08 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 8699 members 
Mstep: Class 3 contains 15325 members 
Mstep: Class 4 contains 183400 members 
Mstep: Class 5 contains 320931 members 
Mstep: Class 6 contains 8642 members 
Mstep: Class 7 contains 181683 members 
Mstep: Class 8 contains 16512 members 
Mstep: Class 9 contains 12623 members 
Mstep: Class 10 contains 14487 members 
Mstep: Class 11 contains 8038 members 
Mstep: Class 12 contains 18620 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3244 members 
Mstep: Class 15 contains 101695 members 
Mstep: Class 16 contains 185177 members 
Mstep: Class 17 contains 16470 members 
Mstep: Class 18 contains 83493 members 
Mstep: Class 19 contains 25697 members 
Mstep: Class 20 contains 118914 members 
Mstep: Class 21 contains 44169 members 
Mstep: Class 22 contains 52999 members 
Mstep: Class 23 contains 10776 members 
Mstep: Class 24 contains 29129 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12850 members 
Mstep: Class 27 contains 11118 members 
Mstep: Class 28 contains 5655 members 
Mstep: Class 29 contains 12227 members 
Mstep: Class 30 contains 3392 members 
Mstep: Class 31 contains 6328 members 
Mstep: Class 32 contains 10918 members 
Mstep: Class 33 contains 54474 members 
Mstep: Class 34 contains 24723 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131004 members 
Mstep: Class 37 contains 224984 members 
Mstep: Class 38 contains 21443 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 891 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499872.000000 Penalty: 147473.906250
Iteration 452Q: 42 clusters Score -2.354999e+08 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 8698 members 
Mstep: Class 3 contains 15318 members 
Mstep: Class 4 contains 183388 members 
Mstep: Class 5 contains 320929 members 
Mstep: Class 6 contains 8643 members 
Mstep: Class 7 contains 181654 members 
Mstep: Class 8 contains 16517 members 
Mstep: Class 9 contains 12643 members 
Mstep: Class 10 contains 14490 members 
Mstep: Class 11 contains 8037 members 
Mstep: Class 12 contains 18604 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3244 members 
Mstep: Class 15 contains 101694 members 
Mstep: Class 16 contains 185174 members 
Mstep: Class 17 contains 16470 members 
Mstep: Class 18 contains 83493 members 
Mstep: Class 19 contains 25704 members 
Mstep: Class 20 contains 118967 members 
Mstep: Class 21 contains 44169 members 
Mstep: Class 22 contains 52992 members 
Mstep: Class 23 contains 10785 members 
Mstep: Class 24 contains 29128 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12846 members 
Mstep: Class 27 contains 11117 members 
Mstep: Class 28 contains 5654 members 
Mstep: Class 29 contains 12227 members 
Mstep: Class 30 contains 3397 members 
Mstep: Class 31 contains 6311 members 
Mstep: Class 32 contains 10917 members 
Mstep: Class 33 contains 54475 members 
Mstep: Class 34 contains 24743 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131007 members 
Mstep: Class 37 contains 224961 members 
Mstep: Class 38 contains 21443 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 891 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499728.000000 Penalty: 147473.906250
Iteration 453Q: 42 clusters Score -2.354997e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 8696 members 
Mstep: Class 3 contains 15310 members 
Mstep: Class 4 contains 183376 members 
Mstep: Class 5 contains 320924 members 
Mstep: Class 6 contains 8644 members 
Mstep: Class 7 contains 181638 members 
Mstep: Class 8 contains 16524 members 
Mstep: Class 9 contains 12661 members 
Mstep: Class 10 contains 14490 members 
Mstep: Class 11 contains 8036 members 
Mstep: Class 12 contains 18592 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3243 members 
Mstep: Class 15 contains 101693 members 
Mstep: Class 16 contains 185156 members 
Mstep: Class 17 contains 16468 members 
Mstep: Class 18 contains 83493 members 
Mstep: Class 19 contains 25708 members 
Mstep: Class 20 contains 119033 members 
Mstep: Class 21 contains 44169 members 
Mstep: Class 22 contains 52980 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 29129 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12847 members 
Mstep: Class 27 contains 11121 members 
Mstep: Class 28 contains 5651 members 
Mstep: Class 29 contains 12227 members 
Mstep: Class 30 contains 3402 members 
Mstep: Class 31 contains 6303 members 
Mstep: Class 32 contains 10916 members 
Mstep: Class 33 contains 54476 members 
Mstep: Class 34 contains 24757 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131010 members 
Mstep: Class 37 contains 224933 members 
Mstep: Class 38 contains 21442 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 891 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499680.000000 Penalty: 147473.906250
Iteration 454Q: 42 clusters Score -2.354997e+08 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 8695 members 
Mstep: Class 3 contains 15300 members 
Mstep: Class 4 contains 183372 members 
Mstep: Class 5 contains 320926 members 
Mstep: Class 6 contains 8643 members 
Mstep: Class 7 contains 181625 members 
Mstep: Class 8 contains 16525 members 
Mstep: Class 9 contains 12686 members 
Mstep: Class 10 contains 14488 members 
Mstep: Class 11 contains 8027 members 
Mstep: Class 12 contains 18577 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3244 members 
Mstep: Class 15 contains 101693 members 
Mstep: Class 16 contains 185151 members 
Mstep: Class 17 contains 16466 members 
Mstep: Class 18 contains 83492 members 
Mstep: Class 19 contains 25707 members 
Mstep: Class 20 contains 119110 members 
Mstep: Class 21 contains 44164 members 
Mstep: Class 22 contains 52969 members 
Mstep: Class 23 contains 10798 members 
Mstep: Class 24 contains 29126 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12848 members 
Mstep: Class 27 contains 11126 members 
Mstep: Class 28 contains 5648 members 
Mstep: Class 29 contains 12226 members 
Mstep: Class 30 contains 3408 members 
Mstep: Class 31 contains 6292 members 
Mstep: Class 32 contains 10914 members 
Mstep: Class 33 contains 54474 members 
Mstep: Class 34 contains 24769 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131015 members 
Mstep: Class 37 contains 224886 members 
Mstep: Class 38 contains 21448 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 892 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499808.000000 Penalty: 147473.906250
Iteration 455Q: 42 clusters Score -2.354998e+08 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 8695 members 
Mstep: Class 3 contains 15296 members 
Mstep: Class 4 contains 183369 members 
Mstep: Class 5 contains 320923 members 
Mstep: Class 6 contains 8643 members 
Mstep: Class 7 contains 181595 members 
Mstep: Class 8 contains 16531 members 
Mstep: Class 9 contains 12705 members 
Mstep: Class 10 contains 14490 members 
Mstep: Class 11 contains 8000 members 
Mstep: Class 12 contains 18549 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3244 members 
Mstep: Class 15 contains 101691 members 
Mstep: Class 16 contains 185150 members 
Mstep: Class 17 contains 16467 members 
Mstep: Class 18 contains 83491 members 
Mstep: Class 19 contains 25708 members 
Mstep: Class 20 contains 119182 members 
Mstep: Class 21 contains 44164 members 
Mstep: Class 22 contains 52963 members 
Mstep: Class 23 contains 10803 members 
Mstep: Class 24 contains 29122 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12848 members 
Mstep: Class 27 contains 11131 members 
Mstep: Class 28 contains 5643 members 
Mstep: Class 29 contains 12225 members 
Mstep: Class 30 contains 3414 members 
Mstep: Class 31 contains 6294 members 
Mstep: Class 32 contains 10915 members 
Mstep: Class 33 contains 54480 members 
Mstep: Class 34 contains 24780 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131017 members 
Mstep: Class 37 contains 224861 members 
Mstep: Class 38 contains 21448 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 893 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499936.000000 Penalty: 147473.906250
Iteration 456Q: 42 clusters Score -2.354999e+08 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 8693 members 
Mstep: Class 3 contains 15291 members 
Mstep: Class 4 contains 183364 members 
Mstep: Class 5 contains 320928 members 
Mstep: Class 6 contains 8642 members 
Mstep: Class 7 contains 181545 members 
Mstep: Class 8 contains 16536 members 
Mstep: Class 9 contains 12723 members 
Mstep: Class 10 contains 14486 members 
Mstep: Class 11 contains 7980 members 
Mstep: Class 12 contains 18526 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3245 members 
Mstep: Class 15 contains 101689 members 
Mstep: Class 16 contains 185143 members 
Mstep: Class 17 contains 16465 members 
Mstep: Class 18 contains 83487 members 
Mstep: Class 19 contains 25705 members 
Mstep: Class 20 contains 119273 members 
Mstep: Class 21 contains 44165 members 
Mstep: Class 22 contains 52947 members 
Mstep: Class 23 contains 10811 members 
Mstep: Class 24 contains 29121 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12851 members 
Mstep: Class 27 contains 11137 members 
Mstep: Class 28 contains 5643 members 
Mstep: Class 29 contains 12224 members 
Mstep: Class 30 contains 3421 members 
Mstep: Class 31 contains 6292 members 
Mstep: Class 32 contains 10917 members 
Mstep: Class 33 contains 54480 members 
Mstep: Class 34 contains 24788 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131017 members 
Mstep: Class 37 contains 224853 members 
Mstep: Class 38 contains 21448 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 894 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500192.000000 Penalty: 147473.906250
Iteration 457Q: 42 clusters Score -2.355002e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 8693 members 
Mstep: Class 3 contains 15284 members 
Mstep: Class 4 contains 183352 members 
Mstep: Class 5 contains 320928 members 
Mstep: Class 6 contains 8642 members 
Mstep: Class 7 contains 181498 members 
Mstep: Class 8 contains 16539 members 
Mstep: Class 9 contains 12749 members 
Mstep: Class 10 contains 14486 members 
Mstep: Class 11 contains 7950 members 
Mstep: Class 12 contains 18513 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3249 members 
Mstep: Class 15 contains 101689 members 
Mstep: Class 16 contains 185151 members 
Mstep: Class 17 contains 16467 members 
Mstep: Class 18 contains 83487 members 
Mstep: Class 19 contains 25705 members 
Mstep: Class 20 contains 119346 members 
Mstep: Class 21 contains 44163 members 
Mstep: Class 22 contains 52931 members 
Mstep: Class 23 contains 10819 members 
Mstep: Class 24 contains 29116 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12851 members 
Mstep: Class 27 contains 11141 members 
Mstep: Class 28 contains 5644 members 
Mstep: Class 29 contains 12224 members 
Mstep: Class 30 contains 3428 members 
Mstep: Class 31 contains 6286 members 
Mstep: Class 32 contains 10913 members 
Mstep: Class 33 contains 54480 members 
Mstep: Class 34 contains 24798 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131019 members 
Mstep: Class 37 contains 224847 members 
Mstep: Class 38 contains 21449 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 893 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500128.000000 Penalty: 147473.906250
Iteration 458Q: 42 clusters Score -2.355001e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 8692 members 
Mstep: Class 3 contains 15281 members 
Mstep: Class 4 contains 183351 members 
Mstep: Class 5 contains 320936 members 
Mstep: Class 6 contains 8643 members 
Mstep: Class 7 contains 181447 members 
Mstep: Class 8 contains 16540 members 
Mstep: Class 9 contains 12772 members 
Mstep: Class 10 contains 14489 members 
Mstep: Class 11 contains 7930 members 
Mstep: Class 12 contains 18505 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3248 members 
Mstep: Class 15 contains 101692 members 
Mstep: Class 16 contains 185150 members 
Mstep: Class 17 contains 16468 members 
Mstep: Class 18 contains 83483 members 
Mstep: Class 19 contains 25707 members 
Mstep: Class 20 contains 119408 members 
Mstep: Class 21 contains 44162 members 
Mstep: Class 22 contains 52915 members 
Mstep: Class 23 contains 10822 members 
Mstep: Class 24 contains 29113 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12851 members 
Mstep: Class 27 contains 11144 members 
Mstep: Class 28 contains 5647 members 
Mstep: Class 29 contains 12222 members 
Mstep: Class 30 contains 3436 members 
Mstep: Class 31 contains 6273 members 
Mstep: Class 32 contains 10913 members 
Mstep: Class 33 contains 54480 members 
Mstep: Class 34 contains 24815 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131020 members 
Mstep: Class 37 contains 224834 members 
Mstep: Class 38 contains 21449 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 893 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499552.000000 Penalty: 147473.906250
Iteration 459Q: 42 clusters Score -2.354996e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 8692 members 
Mstep: Class 3 contains 15276 members 
Mstep: Class 4 contains 183345 members 
Mstep: Class 5 contains 320955 members 
Mstep: Class 6 contains 8643 members 
Mstep: Class 7 contains 181419 members 
Mstep: Class 8 contains 16549 members 
Mstep: Class 9 contains 12789 members 
Mstep: Class 10 contains 14494 members 
Mstep: Class 11 contains 7913 members 
Mstep: Class 12 contains 18499 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3248 members 
Mstep: Class 15 contains 101693 members 
Mstep: Class 16 contains 185141 members 
Mstep: Class 17 contains 16468 members 
Mstep: Class 18 contains 83482 members 
Mstep: Class 19 contains 25701 members 
Mstep: Class 20 contains 119472 members 
Mstep: Class 21 contains 44161 members 
Mstep: Class 22 contains 52916 members 
Mstep: Class 23 contains 10821 members 
Mstep: Class 24 contains 29112 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12848 members 
Mstep: Class 27 contains 11148 members 
Mstep: Class 28 contains 5648 members 
Mstep: Class 29 contains 12220 members 
Mstep: Class 30 contains 3445 members 
Mstep: Class 31 contains 6262 members 
Mstep: Class 32 contains 10911 members 
Mstep: Class 33 contains 54473 members 
Mstep: Class 34 contains 24829 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131021 members 
Mstep: Class 37 contains 224796 members 
Mstep: Class 38 contains 21449 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 893 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499408.000000 Penalty: 147473.906250
Iteration 460F: 42 clusters Score -2.354994e+08 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 8690 members 
Mstep: Class 3 contains 15274 members 
Mstep: Class 4 contains 183328 members 
Mstep: Class 5 contains 320951 members 
Mstep: Class 6 contains 8644 members 
Mstep: Class 7 contains 181409 members 
Mstep: Class 8 contains 16561 members 
Mstep: Class 9 contains 12816 members 
Mstep: Class 10 contains 14495 members 
Mstep: Class 11 contains 7894 members 
Mstep: Class 12 contains 18486 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3248 members 
Mstep: Class 15 contains 101691 members 
Mstep: Class 16 contains 185123 members 
Mstep: Class 17 contains 16467 members 
Mstep: Class 18 contains 83483 members 
Mstep: Class 19 contains 25705 members 
Mstep: Class 20 contains 119545 members 
Mstep: Class 21 contains 44159 members 
Mstep: Class 22 contains 52897 members 
Mstep: Class 23 contains 10821 members 
Mstep: Class 24 contains 29109 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12847 members 
Mstep: Class 27 contains 11154 members 
Mstep: Class 28 contains 5646 members 
Mstep: Class 29 contains 12218 members 
Mstep: Class 30 contains 3452 members 
Mstep: Class 31 contains 6253 members 
Mstep: Class 32 contains 10911 members 
Mstep: Class 33 contains 54474 members 
Mstep: Class 34 contains 24843 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131022 members 
Mstep: Class 37 contains 224774 members 
Mstep: Class 38 contains 21450 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 893 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499488.000000 Penalty: 147473.906250
Iteration 461Q: 42 clusters Score -2.354995e+08 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 8690 members 
Mstep: Class 3 contains 15273 members 
Mstep: Class 4 contains 183293 members 
Mstep: Class 5 contains 320956 members 
Mstep: Class 6 contains 8643 members 
Mstep: Class 7 contains 181397 members 
Mstep: Class 8 contains 16571 members 
Mstep: Class 9 contains 12845 members 
Mstep: Class 10 contains 14497 members 
Mstep: Class 11 contains 7867 members 
Mstep: Class 12 contains 18465 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3249 members 
Mstep: Class 15 contains 101685 members 
Mstep: Class 16 contains 185119 members 
Mstep: Class 17 contains 16464 members 
Mstep: Class 18 contains 83484 members 
Mstep: Class 19 contains 25707 members 
Mstep: Class 20 contains 119632 members 
Mstep: Class 21 contains 44155 members 
Mstep: Class 22 contains 52883 members 
Mstep: Class 23 contains 10827 members 
Mstep: Class 24 contains 29107 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12850 members 
Mstep: Class 27 contains 11161 members 
Mstep: Class 28 contains 5644 members 
Mstep: Class 29 contains 12218 members 
Mstep: Class 30 contains 3460 members 
Mstep: Class 31 contains 6257 members 
Mstep: Class 32 contains 10911 members 
Mstep: Class 33 contains 54470 members 
Mstep: Class 34 contains 24847 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131023 members 
Mstep: Class 37 contains 224742 members 
Mstep: Class 38 contains 21448 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 893 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499808.000000 Penalty: 147473.906250
Iteration 462Q: 42 clusters Score -2.354998e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 8690 members 
Mstep: Class 3 contains 15271 members 
Mstep: Class 4 contains 183273 members 
Mstep: Class 5 contains 320962 members 
Mstep: Class 6 contains 8643 members 
Mstep: Class 7 contains 181385 members 
Mstep: Class 8 contains 16571 members 
Mstep: Class 9 contains 12867 members 
Mstep: Class 10 contains 14495 members 
Mstep: Class 11 contains 7843 members 
Mstep: Class 12 contains 18449 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3252 members 
Mstep: Class 15 contains 101685 members 
Mstep: Class 16 contains 185107 members 
Mstep: Class 17 contains 16463 members 
Mstep: Class 18 contains 83481 members 
Mstep: Class 19 contains 25709 members 
Mstep: Class 20 contains 119729 members 
Mstep: Class 21 contains 44155 members 
Mstep: Class 22 contains 52867 members 
Mstep: Class 23 contains 10835 members 
Mstep: Class 24 contains 29105 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12852 members 
Mstep: Class 27 contains 11171 members 
Mstep: Class 28 contains 5643 members 
Mstep: Class 29 contains 12217 members 
Mstep: Class 30 contains 3469 members 
Mstep: Class 31 contains 6264 members 
Mstep: Class 32 contains 10911 members 
Mstep: Class 33 contains 54466 members 
Mstep: Class 34 contains 24852 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131015 members 
Mstep: Class 37 contains 224690 members 
Mstep: Class 38 contains 21453 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 893 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499632.000000 Penalty: 147473.906250
Iteration 463Q: 42 clusters Score -2.354996e+08 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 8690 members 
Mstep: Class 3 contains 15268 members 
Mstep: Class 4 contains 183267 members 
Mstep: Class 5 contains 320956 members 
Mstep: Class 6 contains 8643 members 
Mstep: Class 7 contains 181368 members 
Mstep: Class 8 contains 16568 members 
Mstep: Class 9 contains 12890 members 
Mstep: Class 10 contains 14501 members 
Mstep: Class 11 contains 7826 members 
Mstep: Class 12 contains 18427 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3255 members 
Mstep: Class 15 contains 101684 members 
Mstep: Class 16 contains 185091 members 
Mstep: Class 17 contains 16465 members 
Mstep: Class 18 contains 83483 members 
Mstep: Class 19 contains 25714 members 
Mstep: Class 20 contains 119832 members 
Mstep: Class 21 contains 44154 members 
Mstep: Class 22 contains 52841 members 
Mstep: Class 23 contains 10847 members 
Mstep: Class 24 contains 29104 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12853 members 
Mstep: Class 27 contains 11176 members 
Mstep: Class 28 contains 5640 members 
Mstep: Class 29 contains 12217 members 
Mstep: Class 30 contains 3476 members 
Mstep: Class 31 contains 6271 members 
Mstep: Class 32 contains 10906 members 
Mstep: Class 33 contains 54469 members 
Mstep: Class 34 contains 24853 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 131008 members 
Mstep: Class 37 contains 224643 members 
Mstep: Class 38 contains 21454 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 893 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499616.000000 Penalty: 147473.906250
Iteration 464Q: 42 clusters Score -2.354996e+08 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 8689 members 
Mstep: Class 3 contains 15265 members 
Mstep: Class 4 contains 183262 members 
Mstep: Class 5 contains 320972 members 
Mstep: Class 6 contains 8643 members 
Mstep: Class 7 contains 181342 members 
Mstep: Class 8 contains 16577 members 
Mstep: Class 9 contains 12902 members 
Mstep: Class 10 contains 14502 members 
Mstep: Class 11 contains 7796 members 
Mstep: Class 12 contains 18411 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3258 members 
Mstep: Class 15 contains 101676 members 
Mstep: Class 16 contains 185090 members 
Mstep: Class 17 contains 16465 members 
Mstep: Class 18 contains 83484 members 
Mstep: Class 19 contains 25716 members 
Mstep: Class 20 contains 119923 members 
Mstep: Class 21 contains 44156 members 
Mstep: Class 22 contains 52810 members 
Mstep: Class 23 contains 10855 members 
Mstep: Class 24 contains 29101 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12853 members 
Mstep: Class 27 contains 11181 members 
Mstep: Class 28 contains 5639 members 
Mstep: Class 29 contains 12215 members 
Mstep: Class 30 contains 3486 members 
Mstep: Class 31 contains 6286 members 
Mstep: Class 32 contains 10903 members 
Mstep: Class 33 contains 54464 members 
Mstep: Class 34 contains 24859 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 130998 members 
Mstep: Class 37 contains 224606 members 
Mstep: Class 38 contains 21454 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 894 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499600.000000 Penalty: 147473.906250
Iteration 465Q: 42 clusters Score -2.354996e+08 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 8688 members 
Mstep: Class 3 contains 15262 members 
Mstep: Class 4 contains 183243 members 
Mstep: Class 5 contains 320975 members 
Mstep: Class 6 contains 8644 members 
Mstep: Class 7 contains 181324 members 
Mstep: Class 8 contains 16580 members 
Mstep: Class 9 contains 12920 members 
Mstep: Class 10 contains 14502 members 
Mstep: Class 11 contains 7769 members 
Mstep: Class 12 contains 18403 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3261 members 
Mstep: Class 15 contains 101679 members 
Mstep: Class 16 contains 185083 members 
Mstep: Class 17 contains 16465 members 
Mstep: Class 18 contains 83482 members 
Mstep: Class 19 contains 25719 members 
Mstep: Class 20 contains 119999 members 
Mstep: Class 21 contains 44161 members 
Mstep: Class 22 contains 52788 members 
Mstep: Class 23 contains 10869 members 
Mstep: Class 24 contains 29103 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12854 members 
Mstep: Class 27 contains 11184 members 
Mstep: Class 28 contains 5641 members 
Mstep: Class 29 contains 12215 members 
Mstep: Class 30 contains 3495 members 
Mstep: Class 31 contains 6302 members 
Mstep: Class 32 contains 10903 members 
Mstep: Class 33 contains 54460 members 
Mstep: Class 34 contains 24858 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 130992 members 
Mstep: Class 37 contains 224565 members 
Mstep: Class 38 contains 21451 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 894 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499728.000000 Penalty: 147473.906250
Iteration 466Q: 42 clusters Score -2.354997e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 8688 members 
Mstep: Class 3 contains 15260 members 
Mstep: Class 4 contains 183236 members 
Mstep: Class 5 contains 320985 members 
Mstep: Class 6 contains 8644 members 
Mstep: Class 7 contains 181291 members 
Mstep: Class 8 contains 16581 members 
Mstep: Class 9 contains 12930 members 
Mstep: Class 10 contains 14503 members 
Mstep: Class 11 contains 7743 members 
Mstep: Class 12 contains 18392 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3265 members 
Mstep: Class 15 contains 101676 members 
Mstep: Class 16 contains 185074 members 
Mstep: Class 17 contains 16463 members 
Mstep: Class 18 contains 83489 members 
Mstep: Class 19 contains 25723 members 
Mstep: Class 20 contains 120067 members 
Mstep: Class 21 contains 44164 members 
Mstep: Class 22 contains 52751 members 
Mstep: Class 23 contains 10878 members 
Mstep: Class 24 contains 29104 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12854 members 
Mstep: Class 27 contains 11186 members 
Mstep: Class 28 contains 5641 members 
Mstep: Class 29 contains 12214 members 
Mstep: Class 30 contains 3505 members 
Mstep: Class 31 contains 6326 members 
Mstep: Class 32 contains 10905 members 
Mstep: Class 33 contains 54458 members 
Mstep: Class 34 contains 24860 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 130986 members 
Mstep: Class 37 contains 224548 members 
Mstep: Class 38 contains 21447 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 896 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499824.000000 Penalty: 147473.906250
Iteration 467Q: 42 clusters Score -2.354998e+08 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 8687 members 
Mstep: Class 3 contains 15258 members 
Mstep: Class 4 contains 183224 members 
Mstep: Class 5 contains 320998 members 
Mstep: Class 6 contains 8643 members 
Mstep: Class 7 contains 181232 members 
Mstep: Class 8 contains 16588 members 
Mstep: Class 9 contains 12944 members 
Mstep: Class 10 contains 14503 members 
Mstep: Class 11 contains 7724 members 
Mstep: Class 12 contains 18377 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3266 members 
Mstep: Class 15 contains 101675 members 
Mstep: Class 16 contains 185070 members 
Mstep: Class 17 contains 16464 members 
Mstep: Class 18 contains 83489 members 
Mstep: Class 19 contains 25719 members 
Mstep: Class 20 contains 120129 members 
Mstep: Class 21 contains 44169 members 
Mstep: Class 22 contains 52720 members 
Mstep: Class 23 contains 10889 members 
Mstep: Class 24 contains 29104 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12857 members 
Mstep: Class 27 contains 11190 members 
Mstep: Class 28 contains 5636 members 
Mstep: Class 29 contains 12213 members 
Mstep: Class 30 contains 3508 members 
Mstep: Class 31 contains 6350 members 
Mstep: Class 32 contains 10903 members 
Mstep: Class 33 contains 54459 members 
Mstep: Class 34 contains 24857 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 130983 members 
Mstep: Class 37 contains 224566 members 
Mstep: Class 38 contains 21442 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 899 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499936.000000 Penalty: 147473.906250
Iteration 468Q: 42 clusters Score -2.354999e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 8686 members 
Mstep: Class 3 contains 15259 members 
Mstep: Class 4 contains 183209 members 
Mstep: Class 5 contains 321011 members 
Mstep: Class 6 contains 8642 members 
Mstep: Class 7 contains 181178 members 
Mstep: Class 8 contains 16596 members 
Mstep: Class 9 contains 12954 members 
Mstep: Class 10 contains 14504 members 
Mstep: Class 11 contains 7704 members 
Mstep: Class 12 contains 18352 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3266 members 
Mstep: Class 15 contains 101674 members 
Mstep: Class 16 contains 185068 members 
Mstep: Class 17 contains 16464 members 
Mstep: Class 18 contains 83489 members 
Mstep: Class 19 contains 25717 members 
Mstep: Class 20 contains 120203 members 
Mstep: Class 21 contains 44177 members 
Mstep: Class 22 contains 52701 members 
Mstep: Class 23 contains 10899 members 
Mstep: Class 24 contains 29103 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12858 members 
Mstep: Class 27 contains 11194 members 
Mstep: Class 28 contains 5632 members 
Mstep: Class 29 contains 12213 members 
Mstep: Class 30 contains 3513 members 
Mstep: Class 31 contains 6364 members 
Mstep: Class 32 contains 10903 members 
Mstep: Class 33 contains 54461 members 
Mstep: Class 34 contains 24859 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 130982 members 
Mstep: Class 37 contains 224563 members 
Mstep: Class 38 contains 21437 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 900 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499856.000000 Penalty: 147473.906250
Iteration 469Q: 42 clusters Score -2.354999e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 8685 members 
Mstep: Class 3 contains 15258 members 
Mstep: Class 4 contains 183193 members 
Mstep: Class 5 contains 321013 members 
Mstep: Class 6 contains 8642 members 
Mstep: Class 7 contains 181133 members 
Mstep: Class 8 contains 16604 members 
Mstep: Class 9 contains 12967 members 
Mstep: Class 10 contains 14503 members 
Mstep: Class 11 contains 7681 members 
Mstep: Class 12 contains 18334 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3266 members 
Mstep: Class 15 contains 101675 members 
Mstep: Class 16 contains 185071 members 
Mstep: Class 17 contains 16464 members 
Mstep: Class 18 contains 83490 members 
Mstep: Class 19 contains 25716 members 
Mstep: Class 20 contains 120289 members 
Mstep: Class 21 contains 44179 members 
Mstep: Class 22 contains 52684 members 
Mstep: Class 23 contains 10915 members 
Mstep: Class 24 contains 29101 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12857 members 
Mstep: Class 27 contains 11200 members 
Mstep: Class 28 contains 5629 members 
Mstep: Class 29 contains 12213 members 
Mstep: Class 30 contains 3519 members 
Mstep: Class 31 contains 6377 members 
Mstep: Class 32 contains 10902 members 
Mstep: Class 33 contains 54463 members 
Mstep: Class 34 contains 24859 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 130975 members 
Mstep: Class 37 contains 224551 members 
Mstep: Class 38 contains 21426 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 901 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499984.000000 Penalty: 147473.906250
Iteration 470Q: 42 clusters Score -2.355e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 8684 members 
Mstep: Class 3 contains 15257 members 
Mstep: Class 4 contains 183181 members 
Mstep: Class 5 contains 321004 members 
Mstep: Class 6 contains 8642 members 
Mstep: Class 7 contains 181101 members 
Mstep: Class 8 contains 16614 members 
Mstep: Class 9 contains 12979 members 
Mstep: Class 10 contains 14502 members 
Mstep: Class 11 contains 7661 members 
Mstep: Class 12 contains 18313 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3270 members 
Mstep: Class 15 contains 101668 members 
Mstep: Class 16 contains 185067 members 
Mstep: Class 17 contains 16464 members 
Mstep: Class 18 contains 83492 members 
Mstep: Class 19 contains 25712 members 
Mstep: Class 20 contains 120372 members 
Mstep: Class 21 contains 44176 members 
Mstep: Class 22 contains 52664 members 
Mstep: Class 23 contains 10923 members 
Mstep: Class 24 contains 29098 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12859 members 
Mstep: Class 27 contains 11202 members 
Mstep: Class 28 contains 5625 members 
Mstep: Class 29 contains 12213 members 
Mstep: Class 30 contains 3524 members 
Mstep: Class 31 contains 6398 members 
Mstep: Class 32 contains 10905 members 
Mstep: Class 33 contains 54469 members 
Mstep: Class 34 contains 24872 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 130973 members 
Mstep: Class 37 contains 224526 members 
Mstep: Class 38 contains 21423 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 901 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499984.000000 Penalty: 147473.906250
Iteration 471Q: 42 clusters Score -2.355e+08 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 8683 members 
Mstep: Class 3 contains 15257 members 
Mstep: Class 4 contains 183166 members 
Mstep: Class 5 contains 321004 members 
Mstep: Class 6 contains 8643 members 
Mstep: Class 7 contains 181083 members 
Mstep: Class 8 contains 16614 members 
Mstep: Class 9 contains 12993 members 
Mstep: Class 10 contains 14503 members 
Mstep: Class 11 contains 7655 members 
Mstep: Class 12 contains 18290 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3274 members 
Mstep: Class 15 contains 101664 members 
Mstep: Class 16 contains 185055 members 
Mstep: Class 17 contains 16462 members 
Mstep: Class 18 contains 83495 members 
Mstep: Class 19 contains 25715 members 
Mstep: Class 20 contains 120453 members 
Mstep: Class 21 contains 44173 members 
Mstep: Class 22 contains 52636 members 
Mstep: Class 23 contains 10929 members 
Mstep: Class 24 contains 29092 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12859 members 
Mstep: Class 27 contains 11203 members 
Mstep: Class 28 contains 5624 members 
Mstep: Class 29 contains 12212 members 
Mstep: Class 30 contains 3529 members 
Mstep: Class 31 contains 6422 members 
Mstep: Class 32 contains 10906 members 
Mstep: Class 33 contains 54470 members 
Mstep: Class 34 contains 24879 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 130971 members 
Mstep: Class 37 contains 224501 members 
Mstep: Class 38 contains 21418 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 902 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235499888.000000 Penalty: 147473.906250
Iteration 472Q: 42 clusters Score -2.354999e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 8686 members 
Mstep: Class 3 contains 15257 members 
Mstep: Class 4 contains 183155 members 
Mstep: Class 5 contains 321006 members 
Mstep: Class 6 contains 8643 members 
Mstep: Class 7 contains 181056 members 
Mstep: Class 8 contains 16621 members 
Mstep: Class 9 contains 13005 members 
Mstep: Class 10 contains 14502 members 
Mstep: Class 11 contains 7637 members 
Mstep: Class 12 contains 18270 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3275 members 
Mstep: Class 15 contains 101662 members 
Mstep: Class 16 contains 185041 members 
Mstep: Class 17 contains 16460 members 
Mstep: Class 18 contains 83496 members 
Mstep: Class 19 contains 25712 members 
Mstep: Class 20 contains 120556 members 
Mstep: Class 21 contains 44174 members 
Mstep: Class 22 contains 52607 members 
Mstep: Class 23 contains 10939 members 
Mstep: Class 24 contains 29093 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12858 members 
Mstep: Class 27 contains 11204 members 
Mstep: Class 28 contains 5623 members 
Mstep: Class 29 contains 12212 members 
Mstep: Class 30 contains 3534 members 
Mstep: Class 31 contains 6447 members 
Mstep: Class 32 contains 10907 members 
Mstep: Class 33 contains 54474 members 
Mstep: Class 34 contains 24882 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 130966 members 
Mstep: Class 37 contains 224460 members 
Mstep: Class 38 contains 21414 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 901 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500288.000000 Penalty: 147473.906250
Iteration 473Q: 42 clusters Score -2.355003e+08 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 8688 members 
Mstep: Class 3 contains 15260 members 
Mstep: Class 4 contains 183151 members 
Mstep: Class 5 contains 321022 members 
Mstep: Class 6 contains 8644 members 
Mstep: Class 7 contains 181028 members 
Mstep: Class 8 contains 16627 members 
Mstep: Class 9 contains 13015 members 
Mstep: Class 10 contains 14509 members 
Mstep: Class 11 contains 7613 members 
Mstep: Class 12 contains 18261 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3275 members 
Mstep: Class 15 contains 101662 members 
Mstep: Class 16 contains 185024 members 
Mstep: Class 17 contains 16459 members 
Mstep: Class 18 contains 83500 members 
Mstep: Class 19 contains 25714 members 
Mstep: Class 20 contains 120635 members 
Mstep: Class 21 contains 44173 members 
Mstep: Class 22 contains 52575 members 
Mstep: Class 23 contains 10952 members 
Mstep: Class 24 contains 29090 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12855 members 
Mstep: Class 27 contains 11206 members 
Mstep: Class 28 contains 5624 members 
Mstep: Class 29 contains 12210 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 6465 members 
Mstep: Class 32 contains 10906 members 
Mstep: Class 33 contains 54473 members 
Mstep: Class 34 contains 24886 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 130964 members 
Mstep: Class 37 contains 224419 members 
Mstep: Class 38 contains 21408 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 902 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500432.000000 Penalty: 147473.906250
Iteration 474Q: 42 clusters Score -2.355004e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 8688 members 
Mstep: Class 3 contains 15260 members 
Mstep: Class 4 contains 183141 members 
Mstep: Class 5 contains 321037 members 
Mstep: Class 6 contains 8645 members 
Mstep: Class 7 contains 181008 members 
Mstep: Class 8 contains 16632 members 
Mstep: Class 9 contains 13027 members 
Mstep: Class 10 contains 14515 members 
Mstep: Class 11 contains 7598 members 
Mstep: Class 12 contains 18248 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3277 members 
Mstep: Class 15 contains 101660 members 
Mstep: Class 16 contains 185017 members 
Mstep: Class 17 contains 16458 members 
Mstep: Class 18 contains 83495 members 
Mstep: Class 19 contains 25717 members 
Mstep: Class 20 contains 120713 members 
Mstep: Class 21 contains 44171 members 
Mstep: Class 22 contains 52557 members 
Mstep: Class 23 contains 10961 members 
Mstep: Class 24 contains 29087 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12853 members 
Mstep: Class 27 contains 11205 members 
Mstep: Class 28 contains 5624 members 
Mstep: Class 29 contains 12210 members 
Mstep: Class 30 contains 3545 members 
Mstep: Class 31 contains 6471 members 
Mstep: Class 32 contains 10906 members 
Mstep: Class 33 contains 54470 members 
Mstep: Class 34 contains 24896 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 130961 members 
Mstep: Class 37 contains 224378 members 
Mstep: Class 38 contains 21399 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 903 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500272.000000 Penalty: 147473.906250
Iteration 475Q: 42 clusters Score -2.355003e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 8689 members 
Mstep: Class 3 contains 15260 members 
Mstep: Class 4 contains 183133 members 
Mstep: Class 5 contains 321055 members 
Mstep: Class 6 contains 8644 members 
Mstep: Class 7 contains 180994 members 
Mstep: Class 8 contains 16630 members 
Mstep: Class 9 contains 13048 members 
Mstep: Class 10 contains 14515 members 
Mstep: Class 11 contains 7581 members 
Mstep: Class 12 contains 18234 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3277 members 
Mstep: Class 15 contains 101662 members 
Mstep: Class 16 contains 185008 members 
Mstep: Class 17 contains 16458 members 
Mstep: Class 18 contains 83492 members 
Mstep: Class 19 contains 25722 members 
Mstep: Class 20 contains 120780 members 
Mstep: Class 21 contains 44166 members 
Mstep: Class 22 contains 52535 members 
Mstep: Class 23 contains 10974 members 
Mstep: Class 24 contains 29082 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12853 members 
Mstep: Class 27 contains 11204 members 
Mstep: Class 28 contains 5623 members 
Mstep: Class 29 contains 12210 members 
Mstep: Class 30 contains 3552 members 
Mstep: Class 31 contains 6480 members 
Mstep: Class 32 contains 10906 members 
Mstep: Class 33 contains 54463 members 
Mstep: Class 34 contains 24896 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 130971 members 
Mstep: Class 37 contains 224344 members 
Mstep: Class 38 contains 21387 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 905 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500304.000000 Penalty: 147473.906250
Iteration 476Q: 42 clusters Score -2.355003e+08 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 8688 members 
Mstep: Class 3 contains 15260 members 
Mstep: Class 4 contains 183124 members 
Mstep: Class 5 contains 321053 members 
Mstep: Class 6 contains 8643 members 
Mstep: Class 7 contains 180969 members 
Mstep: Class 8 contains 16631 members 
Mstep: Class 9 contains 13073 members 
Mstep: Class 10 contains 14515 members 
Mstep: Class 11 contains 7577 members 
Mstep: Class 12 contains 18226 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3277 members 
Mstep: Class 15 contains 101663 members 
Mstep: Class 16 contains 185003 members 
Mstep: Class 17 contains 16458 members 
Mstep: Class 18 contains 83489 members 
Mstep: Class 19 contains 25727 members 
Mstep: Class 20 contains 120856 members 
Mstep: Class 21 contains 44164 members 
Mstep: Class 22 contains 52520 members 
Mstep: Class 23 contains 10981 members 
Mstep: Class 24 contains 29080 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12853 members 
Mstep: Class 27 contains 11203 members 
Mstep: Class 28 contains 5623 members 
Mstep: Class 29 contains 12205 members 
Mstep: Class 30 contains 3554 members 
Mstep: Class 31 contains 6473 members 
Mstep: Class 32 contains 10905 members 
Mstep: Class 33 contains 54461 members 
Mstep: Class 34 contains 24900 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 130978 members 
Mstep: Class 37 contains 224314 members 
Mstep: Class 38 contains 21382 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 905 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500352.000000 Penalty: 147473.906250
Iteration 477Q: 42 clusters Score -2.355004e+08 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 8690 members 
Mstep: Class 3 contains 15261 members 
Mstep: Class 4 contains 183107 members 
Mstep: Class 5 contains 321066 members 
Mstep: Class 6 contains 8642 members 
Mstep: Class 7 contains 180942 members 
Mstep: Class 8 contains 16640 members 
Mstep: Class 9 contains 13092 members 
Mstep: Class 10 contains 14520 members 
Mstep: Class 11 contains 7563 members 
Mstep: Class 12 contains 18214 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3278 members 
Mstep: Class 15 contains 101660 members 
Mstep: Class 16 contains 184997 members 
Mstep: Class 17 contains 16458 members 
Mstep: Class 18 contains 83486 members 
Mstep: Class 19 contains 25734 members 
Mstep: Class 20 contains 120922 members 
Mstep: Class 21 contains 44169 members 
Mstep: Class 22 contains 52510 members 
Mstep: Class 23 contains 10987 members 
Mstep: Class 24 contains 29081 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12851 members 
Mstep: Class 27 contains 11204 members 
Mstep: Class 28 contains 5623 members 
Mstep: Class 29 contains 12203 members 
Mstep: Class 30 contains 3559 members 
Mstep: Class 31 contains 6470 members 
Mstep: Class 32 contains 10906 members 
Mstep: Class 33 contains 54459 members 
Mstep: Class 34 contains 24905 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 130971 members 
Mstep: Class 37 contains 224285 members 
Mstep: Class 38 contains 21374 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 905 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500480.000000 Penalty: 147473.906250
Iteration 478Q: 42 clusters Score -2.355005e+08 nChanged 424
Entering ConstructFrom: 
Score: -235500480.000000 Penalty: 147473.906250
Entering ConstructFrom: 
Trying to split cluster 1 (6587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Entering Unmasked Estep 
Score: -803826.062500 Penalty: 2180.627686
	Iteration 0F: 2 clusters Score -803826.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -798303.062500 Penalty: 4361.255371
	Iteration 0F: 3 clusters Score -798303.1 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -799852.125000 Penalty: 4361.255371
	Iteration 1F: 3 clusters Score -799852.1 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -800273.062500 Penalty: 4361.255371
	Iteration 2F: 3 clusters Score -800273.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -800671.500000 Penalty: 4361.255371
	Iteration 3F: 3 clusters Score -800671.5 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -801080.250000 Penalty: 4361.255371
	Iteration 4F: 3 clusters Score -801080.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -801445.562500 Penalty: 4361.255371
	Iteration 5F: 3 clusters Score -801445.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -801781.062500 Penalty: 4361.255371
	Iteration 6F: 3 clusters Score -801781.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -802100.375000 Penalty: 4361.255371
	Iteration 7F: 3 clusters Score -802100.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -802389.500000 Penalty: 4361.255371
	Iteration 8F: 3 clusters Score -802389.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -802613.625000 Penalty: 4361.255371
	Iteration 9Q: 3 clusters Score -802613.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -802767.625000 Penalty: 4361.255371
	Iteration 10Q: 3 clusters Score -802767.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -802878.687500 Penalty: 4361.255371
	Iteration 11Q: 3 clusters Score -802878.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -802968.625000 Penalty: 4361.255371
	Iteration 12Q: 3 clusters Score -802968.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -803030.125000 Penalty: 4361.255371
	Iteration 13Q: 3 clusters Score -803030.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -803072.437500 Penalty: 4361.255371
	Iteration 14Q: 3 clusters Score -803072.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -803107.125000 Penalty: 4361.255371
	Iteration 15Q: 3 clusters Score -803107.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -803128.000000 Penalty: 4361.255371
	Iteration 16Q: 3 clusters Score -803128 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -803144.375000 Penalty: 4361.255371
	Iteration 17Q: 3 clusters Score -803144.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -803154.062500 Penalty: 4361.255371
	Iteration 18Q: 3 clusters Score -803154.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -803161.687500 Penalty: 4361.255371
	Iteration 19Q: 3 clusters Score -803161.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -803170.625000 Penalty: 4361.255371
	Iteration 20F: 3 clusters Score -803170.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -803175.812500 Penalty: 4361.255371
	Iteration 21Q: 3 clusters Score -803175.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -803183.562500 Penalty: 4361.255371
	Iteration 22Q: 3 clusters Score -803183.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -803190.500000 Penalty: 4361.255371
	Iteration 23Q: 3 clusters Score -803190.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -803195.125000 Penalty: 4361.255371
	Iteration 24Q: 3 clusters Score -803195.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -803199.750000 Penalty: 4361.255371
	Iteration 25Q: 3 clusters Score -803199.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -803202.937500 Penalty: 4361.255371
	Iteration 26Q: 3 clusters Score -803202.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -803205.937500 Penalty: 4361.255371
	Iteration 27Q: 3 clusters Score -803205.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -803207.500000 Penalty: 4361.255371
	Iteration 28Q: 3 clusters Score -803207.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -803208.875000 Penalty: 4361.255371
	Iteration 29Q: 3 clusters Score -803208.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -803210.437500 Penalty: 4361.255371
	Iteration 30Q: 3 clusters Score -803210.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -803210.437500 Penalty: 4361.255371
	Iteration 31Q: 3 clusters Score -803210.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -803212.750000 Penalty: 4361.255371
	Iteration 32Q: 3 clusters Score -803212.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -803213.687500 Penalty: 4361.255371
	Iteration 33Q: 3 clusters Score -803213.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -803215.812500 Penalty: 4361.255371
	Iteration 34Q: 3 clusters Score -803215.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -803215.812500 Penalty: 4361.255371
	Iteration 35Q: 3 clusters Score -803215.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -803215.625000 Penalty: 4361.255371
	Iteration 36Q: 3 clusters Score -803215.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -803215.625000 Penalty: 4361.255371
	Iteration 37F: 3 clusters Score -803215.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Entering Unmasked Estep 
Score: -987552.375000 Penalty: 2249.342285
	Iteration 0F: 2 clusters Score -987552.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -980705.125000 Penalty: 4498.684570
	Iteration 0F: 3 clusters Score -980705.1 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -982726.125000 Penalty: 4498.684570
	Iteration 1F: 3 clusters Score -982726.1 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -983099.937500 Penalty: 4498.684570
	Iteration 2F: 3 clusters Score -983099.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -983340.125000 Penalty: 4498.684570
	Iteration 3F: 3 clusters Score -983340.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -983538.812500 Penalty: 4498.684570
	Iteration 4Q: 3 clusters Score -983538.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -983707.750000 Penalty: 4498.684570
	Iteration 5Q: 3 clusters Score -983707.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -983861.250000 Penalty: 4498.684570
	Iteration 6Q: 3 clusters Score -983861.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -984037.750000 Penalty: 4498.684570
	Iteration 7Q: 3 clusters Score -984037.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -984222.312500 Penalty: 4498.684570
	Iteration 8Q: 3 clusters Score -984222.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -984402.000000 Penalty: 4498.684570
	Iteration 9Q: 3 clusters Score -984402 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -984607.937500 Penalty: 4498.684570
	Iteration 10Q: 3 clusters Score -984607.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -984866.562500 Penalty: 4498.684570
	Iteration 11Q: 3 clusters Score -984866.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -985177.750000 Penalty: 4498.684570
	Iteration 12Q: 3 clusters Score -985177.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -985475.062500 Penalty: 4498.684570
	Iteration 13Q: 3 clusters Score -985475.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -985703.125000 Penalty: 4498.684570
	Iteration 14Q: 3 clusters Score -985703.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -985852.062500 Penalty: 4498.684570
	Iteration 15Q: 3 clusters Score -985852.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -985956.625000 Penalty: 4498.684570
	Iteration 16Q: 3 clusters Score -985956.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -986035.625000 Penalty: 4498.684570
	Iteration 17Q: 3 clusters Score -986035.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -986109.687500 Penalty: 4498.684570
	Iteration 18Q: 3 clusters Score -986109.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -986171.062500 Penalty: 4498.684570
	Iteration 19Q: 3 clusters Score -986171.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -986213.250000 Penalty: 4498.684570
	Iteration 20F: 3 clusters Score -986213.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -986235.312500 Penalty: 4498.684570
	Iteration 21Q: 3 clusters Score -986235.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -986253.062500 Penalty: 4498.684570
	Iteration 22Q: 3 clusters Score -986253.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -986268.812500 Penalty: 4498.684570
	Iteration 23Q: 3 clusters Score -986268.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -986281.187500 Penalty: 4498.684570
	Iteration 24Q: 3 clusters Score -986281.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -986288.937500 Penalty: 4498.684570
	Iteration 25Q: 3 clusters Score -986288.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -986293.812500 Penalty: 4498.684570
	Iteration 26Q: 3 clusters Score -986293.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -986302.625000 Penalty: 4498.684570
	Iteration 27Q: 3 clusters Score -986302.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -986307.562500 Penalty: 4498.684570
	Iteration 28Q: 3 clusters Score -986307.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -986310.750000 Penalty: 4498.684570
	Iteration 29Q: 3 clusters Score -986310.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -986314.375000 Penalty: 4498.684570
	Iteration 30Q: 3 clusters Score -986314.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -986318.562500 Penalty: 4498.684570
	Iteration 31Q: 3 clusters Score -986318.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -986319.875000 Penalty: 4498.684570
	Iteration 32Q: 3 clusters Score -986319.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -986319.625000 Penalty: 4498.684570
	Iteration 33Q: 3 clusters Score -986319.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -986321.687500 Penalty: 4498.684570
	Iteration 34Q: 3 clusters Score -986321.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -986321.562500 Penalty: 4498.684570
	Iteration 35Q: 3 clusters Score -986321.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -986323.500000 Penalty: 4498.684570
	Iteration 36Q: 3 clusters Score -986323.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -986328.062500 Penalty: 4498.684570
	Iteration 37Q: 3 clusters Score -986328.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -986327.500000 Penalty: 4498.684570
	Iteration 38Q: 3 clusters Score -986327.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -986329.562500 Penalty: 4498.684570
	Iteration 39Q: 3 clusters Score -986329.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -986329.500000 Penalty: 4498.684570
	Iteration 40F: 3 clusters Score -986329.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -986329.750000 Penalty: 4498.684570
	Iteration 41Q: 3 clusters Score -986329.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -986331.250000 Penalty: 4498.684570
	Iteration 42Q: 3 clusters Score -986331.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -986330.375000 Penalty: 4498.684570
	Iteration 43Q: 3 clusters Score -986330.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -986328.062500 Penalty: 4498.684570
	Iteration 44Q: 3 clusters Score -986328.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -986328.062500 Penalty: 4498.684570
	Iteration 45F: 3 clusters Score -986328.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Entering Unmasked Estep 
Score: -1823486.125000 Penalty: 2388.997803
	Iteration 0F: 2 clusters Score -1823486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1812544.625000 Penalty: 4777.995605
	Iteration 0F: 3 clusters Score -1812545 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1816107.125000 Penalty: 4777.995605
	Iteration 1F: 3 clusters Score -1816107 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1816664.500000 Penalty: 4777.995605
	Iteration 2F: 3 clusters Score -1816664 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1817207.875000 Penalty: 4777.995605
	Iteration 3F: 3 clusters Score -1817208 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1817676.750000 Penalty: 4777.995605
	Iteration 4F: 3 clusters Score -1817677 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1818158.625000 Penalty: 4777.995605
	Iteration 5F: 3 clusters Score -1818159 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1818572.500000 Penalty: 4777.995605
	Iteration 6F: 3 clusters Score -1818572 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1818845.750000 Penalty: 4777.995605
	Iteration 7Q: 3 clusters Score -1818846 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1819063.375000 Penalty: 4777.995605
	Iteration 8Q: 3 clusters Score -1819063 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1819254.000000 Penalty: 4777.995605
	Iteration 9Q: 3 clusters Score -1819254 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1819429.625000 Penalty: 4777.995605
	Iteration 10Q: 3 clusters Score -1819430 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1819567.000000 Penalty: 4777.995605
	Iteration 11Q: 3 clusters Score -1819567 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1819688.375000 Penalty: 4777.995605
	Iteration 12Q: 3 clusters Score -1819688 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1819818.625000 Penalty: 4777.995605
	Iteration 13Q: 3 clusters Score -1819819 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1819951.250000 Penalty: 4777.995605
	Iteration 14Q: 3 clusters Score -1819951 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1820090.000000 Penalty: 4777.995605
	Iteration 15Q: 3 clusters Score -1820090 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1820239.500000 Penalty: 4777.995605
	Iteration 16Q: 3 clusters Score -1820240 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1820435.125000 Penalty: 4777.995605
	Iteration 17Q: 3 clusters Score -1820435 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1820642.375000 Penalty: 4777.995605
	Iteration 18Q: 3 clusters Score -1820642 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1820872.000000 Penalty: 4777.995605
	Iteration 19Q: 3 clusters Score -1820872 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1821099.375000 Penalty: 4777.995605
	Iteration 20F: 3 clusters Score -1821099 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1821312.000000 Penalty: 4777.995605
	Iteration 21Q: 3 clusters Score -1821312 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1821487.500000 Penalty: 4777.995605
	Iteration 22Q: 3 clusters Score -1821488 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1821623.375000 Penalty: 4777.995605
	Iteration 23Q: 3 clusters Score -1821623 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1821717.750000 Penalty: 4777.995605
	Iteration 24Q: 3 clusters Score -1821718 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1821761.750000 Penalty: 4777.995605
	Iteration 25Q: 3 clusters Score -1821762 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1821780.000000 Penalty: 4777.995605
	Iteration 26Q: 3 clusters Score -1821780 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1821800.500000 Penalty: 4777.995605
	Iteration 27Q: 3 clusters Score -1821800 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1821816.125000 Penalty: 4777.995605
	Iteration 28Q: 3 clusters Score -1821816 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1821826.750000 Penalty: 4777.995605
	Iteration 29Q: 3 clusters Score -1821827 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1821844.500000 Penalty: 4777.995605
	Iteration 30Q: 3 clusters Score -1821844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1821853.125000 Penalty: 4777.995605
	Iteration 31Q: 3 clusters Score -1821853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1821856.500000 Penalty: 4777.995605
	Iteration 32Q: 3 clusters Score -1821856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1821855.625000 Penalty: 4777.995605
	Iteration 33Q: 3 clusters Score -1821856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1821857.750000 Penalty: 4777.995605
	Iteration 34Q: 3 clusters Score -1821858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1821859.125000 Penalty: 4777.995605
	Iteration 35Q: 3 clusters Score -1821859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1821859.750000 Penalty: 4777.995605
	Iteration 36Q: 3 clusters Score -1821860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1821861.375000 Penalty: 4777.995605
	Iteration 37Q: 3 clusters Score -1821861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1821860.250000 Penalty: 4777.995605
	Iteration 38Q: 3 clusters Score -1821860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1821860.250000 Penalty: 4777.995605
	Iteration 39F: 3 clusters Score -1821860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (183096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183096 members 
Entering Unmasked Estep 
Score: -22362042.000000 Penalty: 3005.205811
	Iteration 0F: 2 clusters Score -2.236204e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91308 members 
Mstep: Class 2 contains 91788 members 
Entering Unmasked Estep 
Score: -22241012.000000 Penalty: 6010.411621
	Iteration 0F: 3 clusters Score -2.224101e+07 nChanged 87930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88670 members 
Mstep: Class 2 contains 94426 members 
Entering Unmasked Estep 
Score: -22291734.000000 Penalty: 6010.411621
	Iteration 1F: 3 clusters Score -2.229173e+07 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87021 members 
Mstep: Class 2 contains 96075 members 
Entering Unmasked Estep 
Score: -22292880.000000 Penalty: 6010.411621
	Iteration 2Q: 3 clusters Score -2.229288e+07 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84547 members 
Mstep: Class 2 contains 98549 members 
Entering Unmasked Estep 
Score: -22294286.000000 Penalty: 6010.411621
	Iteration 3Q: 3 clusters Score -2.229429e+07 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80819 members 
Mstep: Class 2 contains 102277 members 
Entering Unmasked Estep 
Score: -22296284.000000 Penalty: 6010.411621
	Iteration 4Q: 3 clusters Score -2.229628e+07 nChanged 7646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75265 members 
Mstep: Class 2 contains 107831 members 
Entering Unmasked Estep 
Score: -22299806.000000 Penalty: 6010.411621
	Iteration 5Q: 3 clusters Score -2.229981e+07 nChanged 9765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67116 members 
Mstep: Class 2 contains 115980 members 
Entering Unmasked Estep 
Score: -22305102.000000 Penalty: 6010.411621
	Iteration 6F: 3 clusters Score -2.23051e+07 nChanged 12265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55991 members 
Mstep: Class 2 contains 127105 members 
Entering Unmasked Estep 
Score: -22313620.000000 Penalty: 6010.411621
	Iteration 7F: 3 clusters Score -2.231362e+07 nChanged 14086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42581 members 
Mstep: Class 2 contains 140515 members 
Entering Unmasked Estep 
Score: -22325780.000000 Penalty: 6010.411621
	Iteration 8F: 3 clusters Score -2.232578e+07 nChanged 13314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 153507 members 
Entering Unmasked Estep 
Score: -22337604.000000 Penalty: 6010.411621
	Iteration 9F: 3 clusters Score -2.23376e+07 nChanged 10223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 163574 members 
Entering Unmasked Estep 
Score: -22346580.000000 Penalty: 6010.411621
	Iteration 10F: 3 clusters Score -2.234658e+07 nChanged 6584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 170054 members 
Entering Unmasked Estep 
Score: -22351944.000000 Penalty: 6010.411621
	Iteration 11Q: 3 clusters Score -2.235194e+07 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 174025 members 
Entering Unmasked Estep 
Score: -22355016.000000 Penalty: 6010.411621
	Iteration 12Q: 3 clusters Score -2.235502e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 176538 members 
Entering Unmasked Estep 
Score: -22356660.000000 Penalty: 6010.411621
	Iteration 13Q: 3 clusters Score -2.235666e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 178155 members 
Entering Unmasked Estep 
Score: -22357750.000000 Penalty: 6010.411621
	Iteration 14Q: 3 clusters Score -2.235775e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 179226 members 
Entering Unmasked Estep 
Score: -22358384.000000 Penalty: 6010.411621
	Iteration 15Q: 3 clusters Score -2.235838e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 179930 members 
Entering Unmasked Estep 
Score: -22358822.000000 Penalty: 6010.411621
	Iteration 16Q: 3 clusters Score -2.235882e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 180373 members 
Entering Unmasked Estep 
Score: -22359150.000000 Penalty: 6010.411621
	Iteration 17Q: 3 clusters Score -2.235915e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 180692 members 
Entering Unmasked Estep 
Score: -22359384.000000 Penalty: 6010.411621
	Iteration 18Q: 3 clusters Score -2.235938e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 180919 members 
Entering Unmasked Estep 
Score: -22359480.000000 Penalty: 6010.411621
	Iteration 19Q: 3 clusters Score -2.235948e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 181072 members 
Entering Unmasked Estep 
Score: -22359520.000000 Penalty: 6010.411621
	Iteration 20F: 3 clusters Score -2.235952e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 181199 members 
Entering Unmasked Estep 
Score: -22359600.000000 Penalty: 6010.411621
	Iteration 21Q: 3 clusters Score -2.23596e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 181321 members 
Entering Unmasked Estep 
Score: -22359646.000000 Penalty: 6010.411621
	Iteration 22Q: 3 clusters Score -2.235965e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 181413 members 
Entering Unmasked Estep 
Score: -22359682.000000 Penalty: 6010.411621
	Iteration 23Q: 3 clusters Score -2.235968e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 181477 members 
Entering Unmasked Estep 
Score: -22359730.000000 Penalty: 6010.411621
	Iteration 24Q: 3 clusters Score -2.235973e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 181535 members 
Entering Unmasked Estep 
Score: -22359712.000000 Penalty: 6010.411621
	Iteration 25Q: 3 clusters Score -2.235971e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 181576 members 
Entering Unmasked Estep 
Score: -22359744.000000 Penalty: 6010.411621
	Iteration 26Q: 3 clusters Score -2.235974e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 181615 members 
Entering Unmasked Estep 
Score: -22359770.000000 Penalty: 6010.411621
	Iteration 27Q: 3 clusters Score -2.235977e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 181649 members 
Entering Unmasked Estep 
Score: -22359790.000000 Penalty: 6010.411621
	Iteration 28Q: 3 clusters Score -2.235979e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 181673 members 
Entering Unmasked Estep 
Score: -22359776.000000 Penalty: 6010.411621
	Iteration 29Q: 3 clusters Score -2.235978e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 181693 members 
Entering Unmasked Estep 
Score: -22359796.000000 Penalty: 6010.411621
	Iteration 30Q: 3 clusters Score -2.23598e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 181713 members 
Entering Unmasked Estep 
Score: -22359784.000000 Penalty: 6010.411621
	Iteration 31Q: 3 clusters Score -2.235978e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 181723 members 
Entering Unmasked Estep 
Score: -22359778.000000 Penalty: 6010.411621
	Iteration 32Q: 3 clusters Score -2.235978e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 181729 members 
Entering Unmasked Estep 
Score: -22359798.000000 Penalty: 6010.411621
	Iteration 33Q: 3 clusters Score -2.23598e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 181731 members 
Entering Unmasked Estep 
Score: -22359824.000000 Penalty: 6010.411621
	Iteration 34Q: 3 clusters Score -2.235982e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 181736 members 
Entering Unmasked Estep 
Score: -22359826.000000 Penalty: 6010.411621
	Iteration 35Q: 3 clusters Score -2.235983e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 181738 members 
Entering Unmasked Estep 
Score: -22359830.000000 Penalty: 6010.411621
	Iteration 36Q: 3 clusters Score -2.235983e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 181742 members 
Entering Unmasked Estep 
Score: -22359854.000000 Penalty: 6010.411621
	Iteration 37Q: 3 clusters Score -2.235985e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 181749 members 
Entering Unmasked Estep 
Score: -22359846.000000 Penalty: 6010.411621
	Iteration 38Q: 3 clusters Score -2.235985e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 181749 members 
Entering Unmasked Estep 
Score: -22359850.000000 Penalty: 6010.411621
	Iteration 39Q: 3 clusters Score -2.235985e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 181752 members 
Entering Unmasked Estep 
Score: -22359866.000000 Penalty: 6010.411621
	Iteration 40F: 3 clusters Score -2.235987e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 181753 members 
Entering Unmasked Estep 
Score: -22359854.000000 Penalty: 6010.411621
	Iteration 41Q: 3 clusters Score -2.235985e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 181755 members 
Entering Unmasked Estep 
Score: -22359852.000000 Penalty: 6010.411621
	Iteration 42Q: 3 clusters Score -2.235985e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 181757 members 
Entering Unmasked Estep 
Score: -22359848.000000 Penalty: 6010.411621
	Iteration 43Q: 3 clusters Score -2.235985e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 181756 members 
Entering Unmasked Estep 
Score: -22359848.000000 Penalty: 6010.411621
	Iteration 44Q: 3 clusters Score -2.235985e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 181754 members 
Entering Unmasked Estep 
Score: -22359838.000000 Penalty: 6010.411621
	Iteration 45Q: 3 clusters Score -2.235984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 181752 members 
Entering Unmasked Estep 
Score: -22359854.000000 Penalty: 6010.411621
	Iteration 46Q: 3 clusters Score -2.235985e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 181751 members 
Entering Unmasked Estep 
Score: -22359848.000000 Penalty: 6010.411621
	Iteration 47Q: 3 clusters Score -2.235985e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 181752 members 
Entering Unmasked Estep 
Score: -22359850.000000 Penalty: 6010.411621
	Iteration 48Q: 3 clusters Score -2.235985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 181755 members 
Entering Unmasked Estep 
Score: -22359840.000000 Penalty: 6010.411621
	Iteration 49Q: 3 clusters Score -2.235984e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 181758 members 
Entering Unmasked Estep 
Score: -22359844.000000 Penalty: 6010.411621
	Iteration 50Q: 3 clusters Score -2.235984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 181758 members 
Entering Unmasked Estep 
Score: -22359848.000000 Penalty: 6010.411621
	Iteration 51Q: 3 clusters Score -2.235985e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 181761 members 
Entering Unmasked Estep 
Score: -22359848.000000 Penalty: 6010.411621
	Iteration 52Q: 3 clusters Score -2.235985e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 181766 members 
Entering Unmasked Estep 
Score: -22359842.000000 Penalty: 6010.411621
	Iteration 53Q: 3 clusters Score -2.235984e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 181769 members 
Entering Unmasked Estep 
Score: -22359850.000000 Penalty: 6010.411621
	Iteration 54Q: 3 clusters Score -2.235985e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 181770 members 
Entering Unmasked Estep 
Score: -22359844.000000 Penalty: 6010.411621
	Iteration 55Q: 3 clusters Score -2.235984e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 181772 members 
Entering Unmasked Estep 
Score: -22359850.000000 Penalty: 6010.411621
	Iteration 56Q: 3 clusters Score -2.235985e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 181776 members 
Entering Unmasked Estep 
Score: -22359862.000000 Penalty: 6010.411621
	Iteration 57Q: 3 clusters Score -2.235986e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 181778 members 
Entering Unmasked Estep 
Score: -22359860.000000 Penalty: 6010.411621
	Iteration 58Q: 3 clusters Score -2.235986e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 181780 members 
Entering Unmasked Estep 
Score: -22359852.000000 Penalty: 6010.411621
	Iteration 59Q: 3 clusters Score -2.235985e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 181780 members 
Entering Unmasked Estep 
Score: -22359840.000000 Penalty: 6010.411621
	Iteration 60F: 3 clusters Score -2.235984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 181781 members 
Entering Unmasked Estep 
Score: -22359862.000000 Penalty: 6010.411621
	Iteration 61Q: 3 clusters Score -2.235986e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 181782 members 
Entering Unmasked Estep 
Score: -22359856.000000 Penalty: 6010.411621
	Iteration 62Q: 3 clusters Score -2.235986e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 181782 members 
Entering Unmasked Estep 
Score: -22359856.000000 Penalty: 6010.411621
	Iteration 63F: 3 clusters Score -2.235986e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (321074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321074 members 
Entering Unmasked Estep 
Score: -39063892.000000 Penalty: 3144.498047
	Iteration 0F: 2 clusters Score -3.906389e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160795 members 
Mstep: Class 2 contains 160279 members 
Entering Unmasked Estep 
Score: -38880800.000000 Penalty: 6288.996094
	Iteration 0F: 3 clusters Score -3.88808e+07 nChanged 155330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168575 members 
Mstep: Class 2 contains 152499 members 
Entering Unmasked Estep 
Score: -38974728.000000 Penalty: 6288.996094
	Iteration 1F: 3 clusters Score -3.897473e+07 nChanged 11193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174420 members 
Mstep: Class 2 contains 146654 members 
Entering Unmasked Estep 
Score: -38977528.000000 Penalty: 6288.996094
	Iteration 2Q: 3 clusters Score -3.897753e+07 nChanged 13716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183232 members 
Mstep: Class 2 contains 137842 members 
Entering Unmasked Estep 
Score: -38981820.000000 Penalty: 6288.996094
	Iteration 3Q: 3 clusters Score -3.898182e+07 nChanged 16814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195390 members 
Mstep: Class 2 contains 125684 members 
Entering Unmasked Estep 
Score: -38987864.000000 Penalty: 6288.996094
	Iteration 4F: 3 clusters Score -3.898786e+07 nChanged 19579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210665 members 
Mstep: Class 2 contains 110409 members 
Entering Unmasked Estep 
Score: -38994632.000000 Penalty: 6288.996094
	Iteration 5F: 3 clusters Score -3.899463e+07 nChanged 21068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228073 members 
Mstep: Class 2 contains 93001 members 
Entering Unmasked Estep 
Score: -39002492.000000 Penalty: 6288.996094
	Iteration 6F: 3 clusters Score -3.900249e+07 nChanged 20433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245906 members 
Mstep: Class 2 contains 75168 members 
Entering Unmasked Estep 
Score: -39010732.000000 Penalty: 6288.996094
	Iteration 7F: 3 clusters Score -3.901073e+07 nChanged 18386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263028 members 
Mstep: Class 2 contains 58046 members 
Entering Unmasked Estep 
Score: -39018656.000000 Penalty: 6288.996094
	Iteration 8F: 3 clusters Score -3.901866e+07 nChanged 16151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278715 members 
Mstep: Class 2 contains 42359 members 
Entering Unmasked Estep 
Score: -39027808.000000 Penalty: 6288.996094
	Iteration 9F: 3 clusters Score -3.902781e+07 nChanged 13795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292374 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -39037288.000000 Penalty: 6288.996094
	Iteration 10Q: 3 clusters Score -3.903729e+07 nChanged 10904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303248 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -39045492.000000 Penalty: 6288.996094
	Iteration 11Q: 3 clusters Score -3.904549e+07 nChanged 7681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310923 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -39052096.000000 Penalty: 6288.996094
	Iteration 12Q: 3 clusters Score -3.90521e+07 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315511 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -39056196.000000 Penalty: 6288.996094
	Iteration 13Q: 3 clusters Score -3.90562e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317944 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -39058528.000000 Penalty: 6288.996094
	Iteration 14Q: 3 clusters Score -3.905853e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319150 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -39059712.000000 Penalty: 6288.996094
	Iteration 15Q: 3 clusters Score -3.905971e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319722 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -39060256.000000 Penalty: 6288.996094
	Iteration 16Q: 3 clusters Score -3.906026e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320012 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -39060576.000000 Penalty: 6288.996094
	Iteration 17Q: 3 clusters Score -3.906058e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320164 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -39060752.000000 Penalty: 6288.996094
	Iteration 18Q: 3 clusters Score -3.906075e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320243 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -39060816.000000 Penalty: 6288.996094
	Iteration 19Q: 3 clusters Score -3.906082e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320297 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -39060844.000000 Penalty: 6288.996094
	Iteration 20F: 3 clusters Score -3.906084e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320336 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -39060880.000000 Penalty: 6288.996094
	Iteration 21Q: 3 clusters Score -3.906088e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320357 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -39060932.000000 Penalty: 6288.996094
	Iteration 22Q: 3 clusters Score -3.906093e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320374 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -39060928.000000 Penalty: 6288.996094
	Iteration 23Q: 3 clusters Score -3.906093e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320397 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -39060952.000000 Penalty: 6288.996094
	Iteration 24Q: 3 clusters Score -3.906095e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320404 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -39060968.000000 Penalty: 6288.996094
	Iteration 25Q: 3 clusters Score -3.906097e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320414 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -39060972.000000 Penalty: 6288.996094
	Iteration 26Q: 3 clusters Score -3.906097e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320422 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -39060972.000000 Penalty: 6288.996094
	Iteration 27Q: 3 clusters Score -3.906097e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320431 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -39061000.000000 Penalty: 6288.996094
	Iteration 28Q: 3 clusters Score -3.9061e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320436 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -39061004.000000 Penalty: 6288.996094
	Iteration 29Q: 3 clusters Score -3.9061e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320439 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -39061000.000000 Penalty: 6288.996094
	Iteration 30Q: 3 clusters Score -3.9061e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320440 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -39061008.000000 Penalty: 6288.996094
	Iteration 31Q: 3 clusters Score -3.906101e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320443 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -39060988.000000 Penalty: 6288.996094
	Iteration 32Q: 3 clusters Score -3.906099e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320447 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -39060984.000000 Penalty: 6288.996094
	Iteration 33Q: 3 clusters Score -3.906098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320448 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -39060996.000000 Penalty: 6288.996094
	Iteration 34Q: 3 clusters Score -3.9061e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320451 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -39061012.000000 Penalty: 6288.996094
	Iteration 35Q: 3 clusters Score -3.906101e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320451 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -39061012.000000 Penalty: 6288.996094
	Iteration 36Q: 3 clusters Score -3.906101e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320449 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -39061024.000000 Penalty: 6288.996094
	Iteration 37Q: 3 clusters Score -3.906102e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320448 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -39061016.000000 Penalty: 6288.996094
	Iteration 38Q: 3 clusters Score -3.906102e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320448 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -39061016.000000 Penalty: 6288.996094
	Iteration 39F: 3 clusters Score -3.906102e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Entering Unmasked Estep 
Score: -1032750.875000 Penalty: 2247.968506
	Iteration 0F: 2 clusters Score -1032751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1025999.500000 Penalty: 4495.937012
	Iteration 0F: 3 clusters Score -1026000 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1028023.937500 Penalty: 4495.937012
	Iteration 1F: 3 clusters Score -1028024 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1028377.625000 Penalty: 4495.937012
	Iteration 2F: 3 clusters Score -1028378 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1028728.250000 Penalty: 4495.937012
	Iteration 3F: 3 clusters Score -1028728 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1029159.000000 Penalty: 4495.937012
	Iteration 4F: 3 clusters Score -1029159 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1029827.625000 Penalty: 4495.937012
	Iteration 5F: 3 clusters Score -1029828 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1030621.500000 Penalty: 4495.937012
	Iteration 6F: 3 clusters Score -1030622 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1031439.000000 Penalty: 4495.937012
	Iteration 7F: 3 clusters Score -1031439 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1031945.375000 Penalty: 4495.937012
	Iteration 8F: 3 clusters Score -1031945 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1032212.000000 Penalty: 4495.937012
	Iteration 9Q: 3 clusters Score -1032212 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1032318.625000 Penalty: 4495.937012
	Iteration 10Q: 3 clusters Score -1032319 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1032362.312500 Penalty: 4495.937012
	Iteration 11Q: 3 clusters Score -1032362 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1032379.812500 Penalty: 4495.937012
	Iteration 12Q: 3 clusters Score -1032380 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1032388.875000 Penalty: 4495.937012
	Iteration 13Q: 3 clusters Score -1032389 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1032395.750000 Penalty: 4495.937012
	Iteration 14Q: 3 clusters Score -1032396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1032396.312500 Penalty: 4495.937012
	Iteration 15Q: 3 clusters Score -1032396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1032397.125000 Penalty: 4495.937012
	Iteration 16Q: 3 clusters Score -1032397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1032400.750000 Penalty: 4495.937012
	Iteration 17Q: 3 clusters Score -1032401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1032401.812500 Penalty: 4495.937012
	Iteration 18Q: 3 clusters Score -1032402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1032403.000000 Penalty: 4495.937012
	Iteration 19Q: 3 clusters Score -1032403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1032405.687500 Penalty: 4495.937012
	Iteration 20F: 3 clusters Score -1032406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1032409.312500 Penalty: 4495.937012
	Iteration 21Q: 3 clusters Score -1032409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1032406.687500 Penalty: 4495.937012
	Iteration 22Q: 3 clusters Score -1032407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1032410.312500 Penalty: 4495.937012
	Iteration 23Q: 3 clusters Score -1032410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1032413.250000 Penalty: 4495.937012
	Iteration 24Q: 3 clusters Score -1032413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1032412.750000 Penalty: 4495.937012
	Iteration 25Q: 3 clusters Score -1032413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1032412.562500 Penalty: 4495.937012
	Iteration 26Q: 3 clusters Score -1032413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1032411.875000 Penalty: 4495.937012
	Iteration 27Q: 3 clusters Score -1032412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1032411.937500 Penalty: 4495.937012
	Iteration 28Q: 3 clusters Score -1032412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1032411.937500 Penalty: 4495.937012
	Iteration 29F: 3 clusters Score -1032412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (180913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180913 members 
Entering Unmasked Estep 
Score: -22309770.000000 Penalty: 3002.231445
	Iteration 0F: 2 clusters Score -2.230977e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90627 members 
Mstep: Class 2 contains 90286 members 
Entering Unmasked Estep 
Score: -22188912.000000 Penalty: 6004.462891
	Iteration 0F: 3 clusters Score -2.218891e+07 nChanged 86955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93816 members 
Mstep: Class 2 contains 87097 members 
Entering Unmasked Estep 
Score: -22239652.000000 Penalty: 6004.462891
	Iteration 1F: 3 clusters Score -2.223965e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95620 members 
Mstep: Class 2 contains 85293 members 
Entering Unmasked Estep 
Score: -22240676.000000 Penalty: 6004.462891
	Iteration 2Q: 3 clusters Score -2.224068e+07 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98417 members 
Mstep: Class 2 contains 82496 members 
Entering Unmasked Estep 
Score: -22242190.000000 Penalty: 6004.462891
	Iteration 3Q: 3 clusters Score -2.224219e+07 nChanged 6616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102465 members 
Mstep: Class 2 contains 78448 members 
Entering Unmasked Estep 
Score: -22244616.000000 Penalty: 6004.462891
	Iteration 4Q: 3 clusters Score -2.224462e+07 nChanged 8266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108459 members 
Mstep: Class 2 contains 72454 members 
Entering Unmasked Estep 
Score: -22248540.000000 Penalty: 6004.462891
	Iteration 5Q: 3 clusters Score -2.224854e+07 nChanged 10165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116884 members 
Mstep: Class 2 contains 64029 members 
Entering Unmasked Estep 
Score: -22254618.000000 Penalty: 6004.462891
	Iteration 6F: 3 clusters Score -2.225462e+07 nChanged 12030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127662 members 
Mstep: Class 2 contains 53251 members 
Entering Unmasked Estep 
Score: -22263158.000000 Penalty: 6004.462891
	Iteration 7F: 3 clusters Score -2.226316e+07 nChanged 12919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139923 members 
Mstep: Class 2 contains 40990 members 
Entering Unmasked Estep 
Score: -22273930.000000 Penalty: 6004.462891
	Iteration 8F: 3 clusters Score -2.227393e+07 nChanged 11987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151544 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -22284686.000000 Penalty: 6004.462891
	Iteration 9F: 3 clusters Score -2.228469e+07 nChanged 9272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160622 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -22292848.000000 Penalty: 6004.462891
	Iteration 10F: 3 clusters Score -2.229285e+07 nChanged 6442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166958 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -22298582.000000 Penalty: 6004.462891
	Iteration 11Q: 3 clusters Score -2.229858e+07 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171199 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -22302108.000000 Penalty: 6004.462891
	Iteration 12Q: 3 clusters Score -2.230211e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173942 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -22304286.000000 Penalty: 6004.462891
	Iteration 13Q: 3 clusters Score -2.230429e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175689 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -22305418.000000 Penalty: 6004.462891
	Iteration 14Q: 3 clusters Score -2.230542e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176838 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -22306162.000000 Penalty: 6004.462891
	Iteration 15Q: 3 clusters Score -2.230616e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177634 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -22306596.000000 Penalty: 6004.462891
	Iteration 16Q: 3 clusters Score -2.23066e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178158 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -22306858.000000 Penalty: 6004.462891
	Iteration 17Q: 3 clusters Score -2.230686e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178486 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -22307048.000000 Penalty: 6004.462891
	Iteration 18Q: 3 clusters Score -2.230705e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178726 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -22307150.000000 Penalty: 6004.462891
	Iteration 19Q: 3 clusters Score -2.230715e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178904 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -22307232.000000 Penalty: 6004.462891
	Iteration 20F: 3 clusters Score -2.230723e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179053 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -22307338.000000 Penalty: 6004.462891
	Iteration 21Q: 3 clusters Score -2.230734e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179163 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -22307352.000000 Penalty: 6004.462891
	Iteration 22Q: 3 clusters Score -2.230735e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179248 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -22307412.000000 Penalty: 6004.462891
	Iteration 23Q: 3 clusters Score -2.230741e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179305 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -22307410.000000 Penalty: 6004.462891
	Iteration 24Q: 3 clusters Score -2.230741e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179359 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -22307474.000000 Penalty: 6004.462891
	Iteration 25Q: 3 clusters Score -2.230747e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179398 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -22307496.000000 Penalty: 6004.462891
	Iteration 26Q: 3 clusters Score -2.23075e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179433 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -22307502.000000 Penalty: 6004.462891
	Iteration 27Q: 3 clusters Score -2.23075e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179470 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -22307522.000000 Penalty: 6004.462891
	Iteration 28Q: 3 clusters Score -2.230752e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179507 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -22307554.000000 Penalty: 6004.462891
	Iteration 29Q: 3 clusters Score -2.230755e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179535 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -22307560.000000 Penalty: 6004.462891
	Iteration 30Q: 3 clusters Score -2.230756e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179564 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -22307582.000000 Penalty: 6004.462891
	Iteration 31Q: 3 clusters Score -2.230758e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179579 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -22307602.000000 Penalty: 6004.462891
	Iteration 32Q: 3 clusters Score -2.23076e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179597 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -22307604.000000 Penalty: 6004.462891
	Iteration 33Q: 3 clusters Score -2.23076e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179620 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -22307618.000000 Penalty: 6004.462891
	Iteration 34Q: 3 clusters Score -2.230762e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179635 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -22307614.000000 Penalty: 6004.462891
	Iteration 35Q: 3 clusters Score -2.230761e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179650 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -22307642.000000 Penalty: 6004.462891
	Iteration 36Q: 3 clusters Score -2.230764e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179658 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -22307626.000000 Penalty: 6004.462891
	Iteration 37Q: 3 clusters Score -2.230763e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179669 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -22307630.000000 Penalty: 6004.462891
	Iteration 38Q: 3 clusters Score -2.230763e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179677 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -22307644.000000 Penalty: 6004.462891
	Iteration 39Q: 3 clusters Score -2.230764e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179690 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -22307646.000000 Penalty: 6004.462891
	Iteration 40F: 3 clusters Score -2.230765e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179695 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -22307640.000000 Penalty: 6004.462891
	Iteration 41Q: 3 clusters Score -2.230764e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179697 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -22307652.000000 Penalty: 6004.462891
	Iteration 42Q: 3 clusters Score -2.230765e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179699 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -22307650.000000 Penalty: 6004.462891
	Iteration 43Q: 3 clusters Score -2.230765e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179699 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -22307650.000000 Penalty: 6004.462891
	Iteration 44F: 3 clusters Score -2.230765e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Entering Unmasked Estep 
Score: -1911593.875000 Penalty: 2410.511475
	Iteration 0F: 2 clusters Score -1911594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1899826.500000 Penalty: 4821.022949
	Iteration 0F: 3 clusters Score -1899826 nChanged 7108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1903961.250000 Penalty: 4821.022949
	Iteration 1F: 3 clusters Score -1903961 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1904826.750000 Penalty: 4821.022949
	Iteration 2F: 3 clusters Score -1904827 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1905875.000000 Penalty: 4821.022949
	Iteration 3F: 3 clusters Score -1905875 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1907039.000000 Penalty: 4821.022949
	Iteration 4F: 3 clusters Score -1907039 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1908143.000000 Penalty: 4821.022949
	Iteration 5F: 3 clusters Score -1908143 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1908948.250000 Penalty: 4821.022949
	Iteration 6F: 3 clusters Score -1908948 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1909419.125000 Penalty: 4821.022949
	Iteration 7Q: 3 clusters Score -1909419 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1909727.625000 Penalty: 4821.022949
	Iteration 8Q: 3 clusters Score -1909728 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1909909.625000 Penalty: 4821.022949
	Iteration 9Q: 3 clusters Score -1909910 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1910034.625000 Penalty: 4821.022949
	Iteration 10Q: 3 clusters Score -1910035 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1910137.375000 Penalty: 4821.022949
	Iteration 11Q: 3 clusters Score -1910137 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1910238.125000 Penalty: 4821.022949
	Iteration 12Q: 3 clusters Score -1910238 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1910342.375000 Penalty: 4821.022949
	Iteration 13Q: 3 clusters Score -1910342 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1910436.500000 Penalty: 4821.022949
	Iteration 14Q: 3 clusters Score -1910436 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1910509.125000 Penalty: 4821.022949
	Iteration 15Q: 3 clusters Score -1910509 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1910566.375000 Penalty: 4821.022949
	Iteration 16Q: 3 clusters Score -1910566 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1910596.750000 Penalty: 4821.022949
	Iteration 17Q: 3 clusters Score -1910597 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1910610.000000 Penalty: 4821.022949
	Iteration 18Q: 3 clusters Score -1910610 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1910613.000000 Penalty: 4821.022949
	Iteration 19Q: 3 clusters Score -1910613 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1910626.875000 Penalty: 4821.022949
	Iteration 20F: 3 clusters Score -1910627 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1910636.875000 Penalty: 4821.022949
	Iteration 21Q: 3 clusters Score -1910637 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1910646.250000 Penalty: 4821.022949
	Iteration 22Q: 3 clusters Score -1910646 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1910650.250000 Penalty: 4821.022949
	Iteration 23Q: 3 clusters Score -1910650 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1910654.750000 Penalty: 4821.022949
	Iteration 24Q: 3 clusters Score -1910655 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1910663.125000 Penalty: 4821.022949
	Iteration 25Q: 3 clusters Score -1910663 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1910664.875000 Penalty: 4821.022949
	Iteration 26Q: 3 clusters Score -1910665 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1910666.750000 Penalty: 4821.022949
	Iteration 27Q: 3 clusters Score -1910667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1910658.375000 Penalty: 4821.022949
	Iteration 28Q: 3 clusters Score -1910658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1910665.375000 Penalty: 4821.022949
	Iteration 29Q: 3 clusters Score -1910665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1910667.375000 Penalty: 4821.022949
	Iteration 30Q: 3 clusters Score -1910667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1910666.625000 Penalty: 4821.022949
	Iteration 31Q: 3 clusters Score -1910667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1910672.250000 Penalty: 4821.022949
	Iteration 32Q: 3 clusters Score -1910672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1910668.500000 Penalty: 4821.022949
	Iteration 33Q: 3 clusters Score -1910668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1910669.875000 Penalty: 4821.022949
	Iteration 34Q: 3 clusters Score -1910670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1910667.875000 Penalty: 4821.022949
	Iteration 35Q: 3 clusters Score -1910668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1910669.375000 Penalty: 4821.022949
	Iteration 36Q: 3 clusters Score -1910669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1910672.500000 Penalty: 4821.022949
	Iteration 37Q: 3 clusters Score -1910672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1910673.375000 Penalty: 4821.022949
	Iteration 38Q: 3 clusters Score -1910673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1910672.625000 Penalty: 4821.022949
	Iteration 39Q: 3 clusters Score -1910673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1910671.250000 Penalty: 4821.022949
	Iteration 40F: 3 clusters Score -1910671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1910672.250000 Penalty: 4821.022949
	Iteration 41Q: 3 clusters Score -1910672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1910672.250000 Penalty: 4821.022949
	Iteration 42F: 3 clusters Score -1910672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Entering Unmasked Estep 
Score: -1557902.875000 Penalty: 2351.415039
	Iteration 0F: 2 clusters Score -1557903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1548349.250000 Penalty: 4702.830078
	Iteration 0F: 3 clusters Score -1548349 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1551480.375000 Penalty: 4702.830078
	Iteration 1F: 3 clusters Score -1551480 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1551931.875000 Penalty: 4702.830078
	Iteration 2F: 3 clusters Score -1551932 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1552432.750000 Penalty: 4702.830078
	Iteration 3F: 3 clusters Score -1552433 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1553024.000000 Penalty: 4702.830078
	Iteration 4F: 3 clusters Score -1553024 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1553670.000000 Penalty: 4702.830078
	Iteration 5F: 3 clusters Score -1553670 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1554252.125000 Penalty: 4702.830078
	Iteration 6F: 3 clusters Score -1554252 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1554700.250000 Penalty: 4702.830078
	Iteration 7F: 3 clusters Score -1554700 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1555019.500000 Penalty: 4702.830078
	Iteration 8Q: 3 clusters Score -1555020 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1555258.125000 Penalty: 4702.830078
	Iteration 9Q: 3 clusters Score -1555258 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1555410.500000 Penalty: 4702.830078
	Iteration 10Q: 3 clusters Score -1555410 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1555496.375000 Penalty: 4702.830078
	Iteration 11Q: 3 clusters Score -1555496 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1555544.500000 Penalty: 4702.830078
	Iteration 12Q: 3 clusters Score -1555544 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1555572.500000 Penalty: 4702.830078
	Iteration 13Q: 3 clusters Score -1555572 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1555596.250000 Penalty: 4702.830078
	Iteration 14Q: 3 clusters Score -1555596 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1555605.875000 Penalty: 4702.830078
	Iteration 15Q: 3 clusters Score -1555606 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1555614.250000 Penalty: 4702.830078
	Iteration 16Q: 3 clusters Score -1555614 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1555619.500000 Penalty: 4702.830078
	Iteration 17Q: 3 clusters Score -1555620 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1555618.875000 Penalty: 4702.830078
	Iteration 18Q: 3 clusters Score -1555619 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1555626.750000 Penalty: 4702.830078
	Iteration 19Q: 3 clusters Score -1555627 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1555624.000000 Penalty: 4702.830078
	Iteration 20F: 3 clusters Score -1555624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1555629.625000 Penalty: 4702.830078
	Iteration 21Q: 3 clusters Score -1555630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1555631.750000 Penalty: 4702.830078
	Iteration 22Q: 3 clusters Score -1555632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1555632.250000 Penalty: 4702.830078
	Iteration 23Q: 3 clusters Score -1555632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1555633.250000 Penalty: 4702.830078
	Iteration 24Q: 3 clusters Score -1555633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1555631.625000 Penalty: 4702.830078
	Iteration 25Q: 3 clusters Score -1555632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1555632.125000 Penalty: 4702.830078
	Iteration 26Q: 3 clusters Score -1555632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1555632.125000 Penalty: 4702.830078
	Iteration 27F: 3 clusters Score -1555632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Entering Unmasked Estep 
Score: -1652632.250000 Penalty: 2376.756348
	Iteration 0F: 2 clusters Score -1652632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1642155.125000 Penalty: 4753.512695
	Iteration 0F: 3 clusters Score -1642155 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1645669.500000 Penalty: 4753.512695
	Iteration 1F: 3 clusters Score -1645670 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1646151.875000 Penalty: 4753.512695
	Iteration 2F: 3 clusters Score -1646152 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1646545.875000 Penalty: 4753.512695
	Iteration 3F: 3 clusters Score -1646546 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1646930.875000 Penalty: 4753.512695
	Iteration 4F: 3 clusters Score -1646931 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1647358.250000 Penalty: 4753.512695
	Iteration 5Q: 3 clusters Score -1647358 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1647861.375000 Penalty: 4753.512695
	Iteration 6F: 3 clusters Score -1647861 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1648359.750000 Penalty: 4753.512695
	Iteration 7F: 3 clusters Score -1648360 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1648759.500000 Penalty: 4753.512695
	Iteration 8Q: 3 clusters Score -1648760 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1649102.000000 Penalty: 4753.512695
	Iteration 9Q: 3 clusters Score -1649102 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1649351.000000 Penalty: 4753.512695
	Iteration 10Q: 3 clusters Score -1649351 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1649577.375000 Penalty: 4753.512695
	Iteration 11Q: 3 clusters Score -1649577 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1649730.125000 Penalty: 4753.512695
	Iteration 12Q: 3 clusters Score -1649730 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1649847.250000 Penalty: 4753.512695
	Iteration 13Q: 3 clusters Score -1649847 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1649947.625000 Penalty: 4753.512695
	Iteration 14Q: 3 clusters Score -1649948 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1650036.000000 Penalty: 4753.512695
	Iteration 15Q: 3 clusters Score -1650036 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1650118.125000 Penalty: 4753.512695
	Iteration 16Q: 3 clusters Score -1650118 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1650174.000000 Penalty: 4753.512695
	Iteration 17Q: 3 clusters Score -1650174 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1650252.875000 Penalty: 4753.512695
	Iteration 18Q: 3 clusters Score -1650253 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -1650307.250000 Penalty: 4753.512695
	Iteration 19Q: 3 clusters Score -1650307 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -1650350.875000 Penalty: 4753.512695
	Iteration 20F: 3 clusters Score -1650351 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -1650394.500000 Penalty: 4753.512695
	Iteration 21Q: 3 clusters Score -1650394 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1650420.750000 Penalty: 4753.512695
	Iteration 22Q: 3 clusters Score -1650421 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -1650444.125000 Penalty: 4753.512695
	Iteration 23Q: 3 clusters Score -1650444 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -1650471.000000 Penalty: 4753.512695
	Iteration 24Q: 3 clusters Score -1650471 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -1650489.500000 Penalty: 4753.512695
	Iteration 25Q: 3 clusters Score -1650490 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -1650518.875000 Penalty: 4753.512695
	Iteration 26Q: 3 clusters Score -1650519 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -1650530.625000 Penalty: 4753.512695
	Iteration 27Q: 3 clusters Score -1650531 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1650549.500000 Penalty: 4753.512695
	Iteration 28Q: 3 clusters Score -1650550 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1650576.250000 Penalty: 4753.512695
	Iteration 29Q: 3 clusters Score -1650576 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -1650589.750000 Penalty: 4753.512695
	Iteration 30Q: 3 clusters Score -1650590 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -1650609.875000 Penalty: 4753.512695
	Iteration 31Q: 3 clusters Score -1650610 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -1650621.375000 Penalty: 4753.512695
	Iteration 32Q: 3 clusters Score -1650621 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -1650638.000000 Penalty: 4753.512695
	Iteration 33Q: 3 clusters Score -1650638 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -1650674.125000 Penalty: 4753.512695
	Iteration 34Q: 3 clusters Score -1650674 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -1650723.375000 Penalty: 4753.512695
	Iteration 35Q: 3 clusters Score -1650723 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -1650772.375000 Penalty: 4753.512695
	Iteration 36Q: 3 clusters Score -1650772 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -1650838.625000 Penalty: 4753.512695
	Iteration 37Q: 3 clusters Score -1650839 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -1650883.375000 Penalty: 4753.512695
	Iteration 38Q: 3 clusters Score -1650883 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -1650909.625000 Penalty: 4753.512695
	Iteration 39Q: 3 clusters Score -1650910 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -1650917.250000 Penalty: 4753.512695
	Iteration 40F: 3 clusters Score -1650917 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -1650922.125000 Penalty: 4753.512695
	Iteration 41Q: 3 clusters Score -1650922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -1650926.375000 Penalty: 4753.512695
	Iteration 42Q: 3 clusters Score -1650926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -1650928.125000 Penalty: 4753.512695
	Iteration 43Q: 3 clusters Score -1650928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -1650932.000000 Penalty: 4753.512695
	Iteration 44Q: 3 clusters Score -1650932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -1650929.875000 Penalty: 4753.512695
	Iteration 45Q: 3 clusters Score -1650930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -1650933.250000 Penalty: 4753.512695
	Iteration 46Q: 3 clusters Score -1650933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -1650934.750000 Penalty: 4753.512695
	Iteration 47Q: 3 clusters Score -1650935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -1650937.250000 Penalty: 4753.512695
	Iteration 48Q: 3 clusters Score -1650937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -1650936.125000 Penalty: 4753.512695
	Iteration 49Q: 3 clusters Score -1650936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -1650938.750000 Penalty: 4753.512695
	Iteration 50Q: 3 clusters Score -1650939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -1650938.750000 Penalty: 4753.512695
	Iteration 51F: 3 clusters Score -1650939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Entering Unmasked Estep 
Score: -830814.937500 Penalty: 2214.039795
	Iteration 0F: 2 clusters Score -830814.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -824739.125000 Penalty: 4428.079590
	Iteration 0F: 3 clusters Score -824739.1 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -826557.375000 Penalty: 4428.079590
	Iteration 1F: 3 clusters Score -826557.4 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -826971.750000 Penalty: 4428.079590
	Iteration 2F: 3 clusters Score -826971.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -827330.250000 Penalty: 4428.079590
	Iteration 3F: 3 clusters Score -827330.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -827669.437500 Penalty: 4428.079590
	Iteration 4F: 3 clusters Score -827669.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -827951.312500 Penalty: 4428.079590
	Iteration 5F: 3 clusters Score -827951.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -828159.812500 Penalty: 4428.079590
	Iteration 6Q: 3 clusters Score -828159.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -828325.812500 Penalty: 4428.079590
	Iteration 7Q: 3 clusters Score -828325.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -828459.750000 Penalty: 4428.079590
	Iteration 8Q: 3 clusters Score -828459.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -828570.812500 Penalty: 4428.079590
	Iteration 9Q: 3 clusters Score -828570.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -828652.375000 Penalty: 4428.079590
	Iteration 10Q: 3 clusters Score -828652.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -828725.875000 Penalty: 4428.079590
	Iteration 11Q: 3 clusters Score -828725.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -828812.875000 Penalty: 4428.079590
	Iteration 12Q: 3 clusters Score -828812.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -828917.937500 Penalty: 4428.079590
	Iteration 13Q: 3 clusters Score -828917.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -829023.000000 Penalty: 4428.079590
	Iteration 14Q: 3 clusters Score -829023 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -829116.750000 Penalty: 4428.079590
	Iteration 15Q: 3 clusters Score -829116.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -829190.937500 Penalty: 4428.079590
	Iteration 16Q: 3 clusters Score -829190.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -829257.437500 Penalty: 4428.079590
	Iteration 17Q: 3 clusters Score -829257.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -829337.062500 Penalty: 4428.079590
	Iteration 18Q: 3 clusters Score -829337.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -829412.812500 Penalty: 4428.079590
	Iteration 19Q: 3 clusters Score -829412.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -829486.125000 Penalty: 4428.079590
	Iteration 20F: 3 clusters Score -829486.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -829559.875000 Penalty: 4428.079590
	Iteration 21Q: 3 clusters Score -829559.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -829606.812500 Penalty: 4428.079590
	Iteration 22Q: 3 clusters Score -829606.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -829649.937500 Penalty: 4428.079590
	Iteration 23Q: 3 clusters Score -829649.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -829682.062500 Penalty: 4428.079590
	Iteration 24Q: 3 clusters Score -829682.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -829699.937500 Penalty: 4428.079590
	Iteration 25Q: 3 clusters Score -829699.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -829716.812500 Penalty: 4428.079590
	Iteration 26Q: 3 clusters Score -829716.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -829732.000000 Penalty: 4428.079590
	Iteration 27Q: 3 clusters Score -829732 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -829752.375000 Penalty: 4428.079590
	Iteration 28Q: 3 clusters Score -829752.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -829772.562500 Penalty: 4428.079590
	Iteration 29Q: 3 clusters Score -829772.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -829794.937500 Penalty: 4428.079590
	Iteration 30Q: 3 clusters Score -829794.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -829825.625000 Penalty: 4428.079590
	Iteration 31Q: 3 clusters Score -829825.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -829861.062500 Penalty: 4428.079590
	Iteration 32Q: 3 clusters Score -829861.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -829887.937500 Penalty: 4428.079590
	Iteration 33Q: 3 clusters Score -829887.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -829917.750000 Penalty: 4428.079590
	Iteration 34Q: 3 clusters Score -829917.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -829953.125000 Penalty: 4428.079590
	Iteration 35Q: 3 clusters Score -829953.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -829997.562500 Penalty: 4428.079590
	Iteration 36Q: 3 clusters Score -829997.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -830031.250000 Penalty: 4428.079590
	Iteration 37Q: 3 clusters Score -830031.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -830068.187500 Penalty: 4428.079590
	Iteration 38Q: 3 clusters Score -830068.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -830117.187500 Penalty: 4428.079590
	Iteration 39Q: 3 clusters Score -830117.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -830185.750000 Penalty: 4428.079590
	Iteration 40F: 3 clusters Score -830185.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -830275.375000 Penalty: 4428.079590
	Iteration 41Q: 3 clusters Score -830275.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -830371.250000 Penalty: 4428.079590
	Iteration 42Q: 3 clusters Score -830371.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -830419.000000 Penalty: 4428.079590
	Iteration 43Q: 3 clusters Score -830419 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -830430.812500 Penalty: 4428.079590
	Iteration 44Q: 3 clusters Score -830430.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -830437.562500 Penalty: 4428.079590
	Iteration 45Q: 3 clusters Score -830437.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -830445.500000 Penalty: 4428.079590
	Iteration 46Q: 3 clusters Score -830445.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -830448.625000 Penalty: 4428.079590
	Iteration 47Q: 3 clusters Score -830448.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -830451.937500 Penalty: 4428.079590
	Iteration 48Q: 3 clusters Score -830451.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -830451.375000 Penalty: 4428.079590
	Iteration 49Q: 3 clusters Score -830451.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -830453.562500 Penalty: 4428.079590
	Iteration 50Q: 3 clusters Score -830453.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -830453.562500 Penalty: 4428.079590
	Iteration 51F: 3 clusters Score -830453.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Entering Unmasked Estep 
Score: -2198633.750000 Penalty: 2432.866699
	Iteration 0F: 2 clusters Score -2198634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -2185747.000000 Penalty: 4865.733398
	Iteration 0F: 3 clusters Score -2185747 nChanged 7947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -2190077.750000 Penalty: 4865.733398
	Iteration 1F: 3 clusters Score -2190078 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -2190520.000000 Penalty: 4865.733398
	Iteration 2F: 3 clusters Score -2190520 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -2190980.250000 Penalty: 4865.733398
	Iteration 3F: 3 clusters Score -2190980 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -2191520.500000 Penalty: 4865.733398
	Iteration 4F: 3 clusters Score -2191520 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -2192183.500000 Penalty: 4865.733398
	Iteration 5F: 3 clusters Score -2192184 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -2192986.750000 Penalty: 4865.733398
	Iteration 6F: 3 clusters Score -2192987 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -2193856.500000 Penalty: 4865.733398
	Iteration 7F: 3 clusters Score -2193856 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -2194673.250000 Penalty: 4865.733398
	Iteration 8F: 3 clusters Score -2194673 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -2195410.500000 Penalty: 4865.733398
	Iteration 9Q: 3 clusters Score -2195410 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -2195907.000000 Penalty: 4865.733398
	Iteration 10Q: 3 clusters Score -2195907 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -2196205.500000 Penalty: 4865.733398
	Iteration 11Q: 3 clusters Score -2196206 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -2196414.000000 Penalty: 4865.733398
	Iteration 12Q: 3 clusters Score -2196414 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -2196554.250000 Penalty: 4865.733398
	Iteration 13Q: 3 clusters Score -2196554 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -2196649.000000 Penalty: 4865.733398
	Iteration 14Q: 3 clusters Score -2196649 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -2196724.250000 Penalty: 4865.733398
	Iteration 15Q: 3 clusters Score -2196724 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -2196761.750000 Penalty: 4865.733398
	Iteration 16Q: 3 clusters Score -2196762 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -2196792.500000 Penalty: 4865.733398
	Iteration 17Q: 3 clusters Score -2196792 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -2196809.500000 Penalty: 4865.733398
	Iteration 18Q: 3 clusters Score -2196810 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -2196821.250000 Penalty: 4865.733398
	Iteration 19Q: 3 clusters Score -2196821 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -2196833.500000 Penalty: 4865.733398
	Iteration 20F: 3 clusters Score -2196834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -2196838.750000 Penalty: 4865.733398
	Iteration 21Q: 3 clusters Score -2196839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -2196846.500000 Penalty: 4865.733398
	Iteration 22Q: 3 clusters Score -2196846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -2196847.000000 Penalty: 4865.733398
	Iteration 23Q: 3 clusters Score -2196847 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -2196853.500000 Penalty: 4865.733398
	Iteration 24Q: 3 clusters Score -2196854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -2196858.250000 Penalty: 4865.733398
	Iteration 25Q: 3 clusters Score -2196858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -2196861.750000 Penalty: 4865.733398
	Iteration 26Q: 3 clusters Score -2196862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -2196862.000000 Penalty: 4865.733398
	Iteration 27Q: 3 clusters Score -2196862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -2196862.500000 Penalty: 4865.733398
	Iteration 28Q: 3 clusters Score -2196862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -2196864.000000 Penalty: 4865.733398
	Iteration 29Q: 3 clusters Score -2196864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -2196863.500000 Penalty: 4865.733398
	Iteration 30Q: 3 clusters Score -2196864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -2196863.500000 Penalty: 4865.733398
	Iteration 31F: 3 clusters Score -2196864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -43601.976562 Penalty: 1514.541626
	Iteration 0F: 2 clusters Score -43601.98 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 231 members 
Entering Unmasked Estep 
Score: -42197.492188 Penalty: 3029.083252
	Iteration 0F: 3 clusters Score -42197.49 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -42516.750000 Penalty: 3029.083252
	Iteration 1F: 3 clusters Score -42516.75 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -42689.144531 Penalty: 3029.083252
	Iteration 2F: 3 clusters Score -42689.14 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -42929.289062 Penalty: 3029.083252
	Iteration 3F: 3 clusters Score -42929.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -43136.339844 Penalty: 3029.083252
	Iteration 4F: 3 clusters Score -43136.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -43287.417969 Penalty: 3029.083252
	Iteration 5F: 3 clusters Score -43287.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -43435.445312 Penalty: 3029.083252
	Iteration 6Q: 3 clusters Score -43435.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -43621.167969 Penalty: 3029.083252
	Iteration 7Q: 3 clusters Score -43621.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -43689.085938 Penalty: 3029.083252
	Iteration 8Q: 3 clusters Score -43689.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -43689.085938 Penalty: 3029.083252
	Iteration 9F: 3 clusters Score -43689.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 8690 members 
Mstep: Class 3 contains 15261 members 
Mstep: Class 4 contains 183096 members 
Mstep: Class 5 contains 321074 members 
Mstep: Class 6 contains 8642 members 
Mstep: Class 7 contains 180913 members 
Mstep: Class 8 contains 16644 members 
Mstep: Class 9 contains 13115 members 
Mstep: Class 10 contains 14526 members 
Mstep: Class 11 contains 7537 members 
Mstep: Class 12 contains 18214 members 
Mstep: Class 13 contains 292 members 
Mstep: Class 14 contains 3278 members 
Mstep: Class 15 contains 101660 members 
Mstep: Class 16 contains 184988 members 
Mstep: Class 17 contains 16458 members 
Mstep: Class 18 contains 83484 members 
Mstep: Class 19 contains 25736 members 
Mstep: Class 20 contains 120984 members 
Mstep: Class 21 contains 44171 members 
Mstep: Class 22 contains 52494 members 
Mstep: Class 23 contains 10995 members 
Mstep: Class 24 contains 29080 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12850 members 
Mstep: Class 27 contains 11209 members 
Mstep: Class 28 contains 5623 members 
Mstep: Class 29 contains 12205 members 
Mstep: Class 30 contains 3568 members 
Mstep: Class 31 contains 6462 members 
Mstep: Class 32 contains 10905 members 
Mstep: Class 33 contains 54460 members 
Mstep: Class 34 contains 24916 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 130965 members 
Mstep: Class 37 contains 224256 members 
Mstep: Class 38 contains 21371 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 904 members 
Mstep: Class 41 contains 446 members 
Mstep: Class 42 contains 157 members 
Entering Unmasked Estep 
Score: -235497920.000000 Penalty: 151070.828125
Splitting cluster 13 changes total score from -235500480.000000 to -235497920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (3278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Entering Unmasked Estep 
Score: -373219.250000 Penalty: 2007.557251
	Iteration 0F: 2 clusters Score -373219.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -369795.812500 Penalty: 4015.114502
	Iteration 0F: 3 clusters Score -369795.8 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -370534.187500 Penalty: 4015.114502
	Iteration 1F: 3 clusters Score -370534.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -370777.781250 Penalty: 4015.114502
	Iteration 2F: 3 clusters Score -370777.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -370967.625000 Penalty: 4015.114502
	Iteration 3F: 3 clusters Score -370967.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -371195.312500 Penalty: 4015.114502
	Iteration 4F: 3 clusters Score -371195.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -371449.031250 Penalty: 4015.114502
	Iteration 5F: 3 clusters Score -371449 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -371683.687500 Penalty: 4015.114502
	Iteration 6F: 3 clusters Score -371683.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -371880.000000 Penalty: 4015.114502
	Iteration 7F: 3 clusters Score -371880 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -372071.656250 Penalty: 4015.114502
	Iteration 8Q: 3 clusters Score -372071.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -372212.281250 Penalty: 4015.114502
	Iteration 9Q: 3 clusters Score -372212.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -372291.031250 Penalty: 4015.114502
	Iteration 10Q: 3 clusters Score -372291 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -372324.750000 Penalty: 4015.114502
	Iteration 11Q: 3 clusters Score -372324.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -372346.218750 Penalty: 4015.114502
	Iteration 12Q: 3 clusters Score -372346.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -372357.718750 Penalty: 4015.114502
	Iteration 13Q: 3 clusters Score -372357.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -372363.031250 Penalty: 4015.114502
	Iteration 14Q: 3 clusters Score -372363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -372370.343750 Penalty: 4015.114502
	Iteration 15Q: 3 clusters Score -372370.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -372374.687500 Penalty: 4015.114502
	Iteration 16Q: 3 clusters Score -372374.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -372378.656250 Penalty: 4015.114502
	Iteration 17Q: 3 clusters Score -372378.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -372382.593750 Penalty: 4015.114502
	Iteration 18Q: 3 clusters Score -372382.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -372387.031250 Penalty: 4015.114502
	Iteration 19Q: 3 clusters Score -372387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -372389.906250 Penalty: 4015.114502
	Iteration 20F: 3 clusters Score -372389.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -372392.656250 Penalty: 4015.114502
	Iteration 21Q: 3 clusters Score -372392.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -372396.406250 Penalty: 4015.114502
	Iteration 22Q: 3 clusters Score -372396.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -372400.250000 Penalty: 4015.114502
	Iteration 23Q: 3 clusters Score -372400.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -372405.250000 Penalty: 4015.114502
	Iteration 24Q: 3 clusters Score -372405.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -372409.906250 Penalty: 4015.114502
	Iteration 25Q: 3 clusters Score -372409.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -372416.906250 Penalty: 4015.114502
	Iteration 26Q: 3 clusters Score -372416.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -372422.937500 Penalty: 4015.114502
	Iteration 27Q: 3 clusters Score -372422.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -372425.531250 Penalty: 4015.114502
	Iteration 28Q: 3 clusters Score -372425.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -372431.000000 Penalty: 4015.114502
	Iteration 29Q: 3 clusters Score -372431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -372436.843750 Penalty: 4015.114502
	Iteration 30Q: 3 clusters Score -372436.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -372439.687500 Penalty: 4015.114502
	Iteration 31Q: 3 clusters Score -372439.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -372441.562500 Penalty: 4015.114502
	Iteration 32Q: 3 clusters Score -372441.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -372441.531250 Penalty: 4015.114502
	Iteration 33Q: 3 clusters Score -372441.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -372443.625000 Penalty: 4015.114502
	Iteration 34Q: 3 clusters Score -372443.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -372446.781250 Penalty: 4015.114502
	Iteration 35Q: 3 clusters Score -372446.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -372447.125000 Penalty: 4015.114502
	Iteration 36Q: 3 clusters Score -372447.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -372447.125000 Penalty: 4015.114502
	Iteration 37F: 3 clusters Score -372447.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (101660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101660 members 
Entering Unmasked Estep 
Score: -12470104.000000 Penalty: 2859.288574
	Iteration 0F: 2 clusters Score -1.24701e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50654 members 
Mstep: Class 2 contains 51006 members 
Entering Unmasked Estep 
Score: -12402208.000000 Penalty: 5718.577148
	Iteration 0F: 3 clusters Score -1.240221e+07 nChanged 48079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48339 members 
Mstep: Class 2 contains 53321 members 
Entering Unmasked Estep 
Score: -12429608.000000 Penalty: 5718.577148
	Iteration 1F: 3 clusters Score -1.242961e+07 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47026 members 
Mstep: Class 2 contains 54634 members 
Entering Unmasked Estep 
Score: -12430382.000000 Penalty: 5718.577148
	Iteration 2Q: 3 clusters Score -1.243038e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45154 members 
Mstep: Class 2 contains 56506 members 
Entering Unmasked Estep 
Score: -12431384.000000 Penalty: 5718.577148
	Iteration 3Q: 3 clusters Score -1.243138e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42331 members 
Mstep: Class 2 contains 59329 members 
Entering Unmasked Estep 
Score: -12432667.000000 Penalty: 5718.577148
	Iteration 4Q: 3 clusters Score -1.243267e+07 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38264 members 
Mstep: Class 2 contains 63396 members 
Entering Unmasked Estep 
Score: -12435001.000000 Penalty: 5718.577148
	Iteration 5Q: 3 clusters Score -1.2435e+07 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32506 members 
Mstep: Class 2 contains 69154 members 
Entering Unmasked Estep 
Score: -12438976.000000 Penalty: 5718.577148
	Iteration 6F: 3 clusters Score -1.243898e+07 nChanged 7892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 76682 members 
Entering Unmasked Estep 
Score: -12445094.000000 Penalty: 5718.577148
	Iteration 7F: 3 clusters Score -1.244509e+07 nChanged 8677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 85153 members 
Entering Unmasked Estep 
Score: -12453064.000000 Penalty: 5718.577148
	Iteration 8F: 3 clusters Score -1.245306e+07 nChanged 7261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 92312 members 
Entering Unmasked Estep 
Score: -12460136.000000 Penalty: 5718.577148
	Iteration 9F: 3 clusters Score -1.246014e+07 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 96587 members 
Entering Unmasked Estep 
Score: -12464430.000000 Penalty: 5718.577148
	Iteration 10Q: 3 clusters Score -1.246443e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 98481 members 
Entering Unmasked Estep 
Score: -12466538.000000 Penalty: 5718.577148
	Iteration 11Q: 3 clusters Score -1.246654e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 99149 members 
Entering Unmasked Estep 
Score: -12467445.000000 Penalty: 5718.577148
	Iteration 12Q: 3 clusters Score -1.246744e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 99386 members 
Entering Unmasked Estep 
Score: -12467840.000000 Penalty: 5718.577148
	Iteration 13Q: 3 clusters Score -1.246784e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 99495 members 
Entering Unmasked Estep 
Score: -12467988.000000 Penalty: 5718.577148
	Iteration 14Q: 3 clusters Score -1.246799e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 99575 members 
Entering Unmasked Estep 
Score: -12468070.000000 Penalty: 5718.577148
	Iteration 15Q: 3 clusters Score -1.246807e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 99645 members 
Entering Unmasked Estep 
Score: -12468124.000000 Penalty: 5718.577148
	Iteration 16Q: 3 clusters Score -1.246812e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 99684 members 
Entering Unmasked Estep 
Score: -12468169.000000 Penalty: 5718.577148
	Iteration 17Q: 3 clusters Score -1.246817e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 99719 members 
Entering Unmasked Estep 
Score: -12468190.000000 Penalty: 5718.577148
	Iteration 18Q: 3 clusters Score -1.246819e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 99754 members 
Entering Unmasked Estep 
Score: -12468204.000000 Penalty: 5718.577148
	Iteration 19Q: 3 clusters Score -1.24682e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 99793 members 
Entering Unmasked Estep 
Score: -12468218.000000 Penalty: 5718.577148
	Iteration 20F: 3 clusters Score -1.246822e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 99812 members 
Entering Unmasked Estep 
Score: -12468218.000000 Penalty: 5718.577148
	Iteration 21Q: 3 clusters Score -1.246822e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 99824 members 
Entering Unmasked Estep 
Score: -12468224.000000 Penalty: 5718.577148
	Iteration 22Q: 3 clusters Score -1.246822e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 99830 members 
Entering Unmasked Estep 
Score: -12468226.000000 Penalty: 5718.577148
	Iteration 23Q: 3 clusters Score -1.246823e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 99836 members 
Entering Unmasked Estep 
Score: -12468234.000000 Penalty: 5718.577148
	Iteration 24Q: 3 clusters Score -1.246823e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 99846 members 
Entering Unmasked Estep 
Score: -12468235.000000 Penalty: 5718.577148
	Iteration 25Q: 3 clusters Score -1.246824e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 99853 members 
Entering Unmasked Estep 
Score: -12468234.000000 Penalty: 5718.577148
	Iteration 26Q: 3 clusters Score -1.246823e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 99862 members 
Entering Unmasked Estep 
Score: -12468228.000000 Penalty: 5718.577148
	Iteration 27Q: 3 clusters Score -1.246823e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 99869 members 
Entering Unmasked Estep 
Score: -12468244.000000 Penalty: 5718.577148
	Iteration 28Q: 3 clusters Score -1.246824e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 99873 members 
Entering Unmasked Estep 
Score: -12468240.000000 Penalty: 5718.577148
	Iteration 29Q: 3 clusters Score -1.246824e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 99875 members 
Entering Unmasked Estep 
Score: -12468243.000000 Penalty: 5718.577148
	Iteration 30Q: 3 clusters Score -1.246824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 99876 members 
Entering Unmasked Estep 
Score: -12468247.000000 Penalty: 5718.577148
	Iteration 31Q: 3 clusters Score -1.246825e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 99878 members 
Entering Unmasked Estep 
Score: -12468246.000000 Penalty: 5718.577148
	Iteration 32Q: 3 clusters Score -1.246825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 99879 members 
Entering Unmasked Estep 
Score: -12468250.000000 Penalty: 5718.577148
	Iteration 33Q: 3 clusters Score -1.246825e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 99880 members 
Entering Unmasked Estep 
Score: -12468246.000000 Penalty: 5718.577148
	Iteration 34Q: 3 clusters Score -1.246825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 99881 members 
Entering Unmasked Estep 
Score: -12468244.000000 Penalty: 5718.577148
	Iteration 35Q: 3 clusters Score -1.246824e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 99882 members 
Entering Unmasked Estep 
Score: -12468249.000000 Penalty: 5718.577148
	Iteration 36Q: 3 clusters Score -1.246825e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 99882 members 
Entering Unmasked Estep 
Score: -12468241.000000 Penalty: 5718.577148
	Iteration 37Q: 3 clusters Score -1.246824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 99885 members 
Entering Unmasked Estep 
Score: -12468242.000000 Penalty: 5718.577148
	Iteration 38Q: 3 clusters Score -1.246824e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 99886 members 
Entering Unmasked Estep 
Score: -12468249.000000 Penalty: 5718.577148
	Iteration 39Q: 3 clusters Score -1.246825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 99887 members 
Entering Unmasked Estep 
Score: -12468251.000000 Penalty: 5718.577148
	Iteration 40F: 3 clusters Score -1.246825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 99888 members 
Entering Unmasked Estep 
Score: -12468248.000000 Penalty: 5718.577148
	Iteration 41Q: 3 clusters Score -1.246825e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 99890 members 
Entering Unmasked Estep 
Score: -12468244.000000 Penalty: 5718.577148
	Iteration 42Q: 3 clusters Score -1.246824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 99893 members 
Entering Unmasked Estep 
Score: -12468253.000000 Penalty: 5718.577148
	Iteration 43Q: 3 clusters Score -1.246825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 99894 members 
Entering Unmasked Estep 
Score: -12468249.000000 Penalty: 5718.577148
	Iteration 44Q: 3 clusters Score -1.246825e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 99894 members 
Entering Unmasked Estep 
Score: -12468249.000000 Penalty: 5718.577148
	Iteration 45F: 3 clusters Score -1.246825e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (184988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184988 members 
Entering Unmasked Estep 
Score: -22061336.000000 Penalty: 3007.755371
	Iteration 0F: 2 clusters Score -2.206134e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92636 members 
Mstep: Class 2 contains 92352 members 
Entering Unmasked Estep 
Score: -21937144.000000 Penalty: 6015.510742
	Iteration 0F: 3 clusters Score -2.193714e+07 nChanged 89160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94214 members 
Mstep: Class 2 contains 90774 members 
Entering Unmasked Estep 
Score: -21989088.000000 Penalty: 6015.510742
	Iteration 1F: 3 clusters Score -2.198909e+07 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95353 members 
Mstep: Class 2 contains 89635 members 
Entering Unmasked Estep 
Score: -21990246.000000 Penalty: 6015.510742
	Iteration 2Q: 3 clusters Score -2.199025e+07 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97250 members 
Mstep: Class 2 contains 87738 members 
Entering Unmasked Estep 
Score: -21991368.000000 Penalty: 6015.510742
	Iteration 3Q: 3 clusters Score -2.199137e+07 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100089 members 
Mstep: Class 2 contains 84899 members 
Entering Unmasked Estep 
Score: -21993030.000000 Penalty: 6015.510742
	Iteration 4Q: 3 clusters Score -2.199303e+07 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104304 members 
Mstep: Class 2 contains 80684 members 
Entering Unmasked Estep 
Score: -21995392.000000 Penalty: 6015.510742
	Iteration 5Q: 3 clusters Score -2.199539e+07 nChanged 8089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110409 members 
Mstep: Class 2 contains 74579 members 
Entering Unmasked Estep 
Score: -21998976.000000 Penalty: 6015.510742
	Iteration 6Q: 3 clusters Score -2.199898e+07 nChanged 9973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119072 members 
Mstep: Class 2 contains 65916 members 
Entering Unmasked Estep 
Score: -22004356.000000 Penalty: 6015.510742
	Iteration 7F: 3 clusters Score -2.200436e+07 nChanged 11969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130265 members 
Mstep: Class 2 contains 54723 members 
Entering Unmasked Estep 
Score: -22012606.000000 Penalty: 6015.510742
	Iteration 8F: 3 clusters Score -2.201261e+07 nChanged 13711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143558 members 
Mstep: Class 2 contains 41430 members 
Entering Unmasked Estep 
Score: -22023494.000000 Penalty: 6015.510742
	Iteration 9F: 3 clusters Score -2.202349e+07 nChanged 13350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156752 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -22034946.000000 Penalty: 6015.510742
	Iteration 10F: 3 clusters Score -2.203495e+07 nChanged 11044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167734 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -22044676.000000 Penalty: 6015.510742
	Iteration 11F: 3 clusters Score -2.204468e+07 nChanged 7530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175234 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -22051302.000000 Penalty: 6015.510742
	Iteration 12Q: 3 clusters Score -2.20513e+07 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179752 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -22055082.000000 Penalty: 6015.510742
	Iteration 13Q: 3 clusters Score -2.205508e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182206 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -22057068.000000 Penalty: 6015.510742
	Iteration 14Q: 3 clusters Score -2.205707e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183390 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -22057924.000000 Penalty: 6015.510742
	Iteration 15Q: 3 clusters Score -2.205792e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183930 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -22058368.000000 Penalty: 6015.510742
	Iteration 16Q: 3 clusters Score -2.205837e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184159 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -22058534.000000 Penalty: 6015.510742
	Iteration 17Q: 3 clusters Score -2.205853e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184272 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -22058632.000000 Penalty: 6015.510742
	Iteration 18Q: 3 clusters Score -2.205863e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184331 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -22058694.000000 Penalty: 6015.510742
	Iteration 19Q: 3 clusters Score -2.205869e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184376 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -22058748.000000 Penalty: 6015.510742
	Iteration 20F: 3 clusters Score -2.205875e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184403 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -22058748.000000 Penalty: 6015.510742
	Iteration 21Q: 3 clusters Score -2.205875e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184422 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -22058768.000000 Penalty: 6015.510742
	Iteration 22Q: 3 clusters Score -2.205877e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184443 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -22058758.000000 Penalty: 6015.510742
	Iteration 23Q: 3 clusters Score -2.205876e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184459 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -22058776.000000 Penalty: 6015.510742
	Iteration 24Q: 3 clusters Score -2.205878e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184478 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -22058816.000000 Penalty: 6015.510742
	Iteration 25Q: 3 clusters Score -2.205882e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184491 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -22058836.000000 Penalty: 6015.510742
	Iteration 26Q: 3 clusters Score -2.205884e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184503 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -22058854.000000 Penalty: 6015.510742
	Iteration 27Q: 3 clusters Score -2.205885e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184503 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -22058846.000000 Penalty: 6015.510742
	Iteration 28Q: 3 clusters Score -2.205885e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184508 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -22058836.000000 Penalty: 6015.510742
	Iteration 29Q: 3 clusters Score -2.205884e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184508 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -22058858.000000 Penalty: 6015.510742
	Iteration 30Q: 3 clusters Score -2.205886e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184511 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -22058858.000000 Penalty: 6015.510742
	Iteration 31Q: 3 clusters Score -2.205886e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184512 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -22058854.000000 Penalty: 6015.510742
	Iteration 32Q: 3 clusters Score -2.205885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184516 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -22058864.000000 Penalty: 6015.510742
	Iteration 33Q: 3 clusters Score -2.205886e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184520 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -22058876.000000 Penalty: 6015.510742
	Iteration 34Q: 3 clusters Score -2.205888e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184521 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -22058880.000000 Penalty: 6015.510742
	Iteration 35Q: 3 clusters Score -2.205888e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184523 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -22058870.000000 Penalty: 6015.510742
	Iteration 36Q: 3 clusters Score -2.205887e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184526 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -22058872.000000 Penalty: 6015.510742
	Iteration 37Q: 3 clusters Score -2.205887e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184532 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -22058890.000000 Penalty: 6015.510742
	Iteration 38Q: 3 clusters Score -2.205889e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184532 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -22058892.000000 Penalty: 6015.510742
	Iteration 39Q: 3 clusters Score -2.205889e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184532 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -22058906.000000 Penalty: 6015.510742
	Iteration 40F: 3 clusters Score -2.205891e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184531 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -22058890.000000 Penalty: 6015.510742
	Iteration 41Q: 3 clusters Score -2.205889e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184531 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -22058890.000000 Penalty: 6015.510742
	Iteration 42F: 3 clusters Score -2.205889e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Entering Unmasked Estep 
Score: -1995669.875000 Penalty: 2407.724609
	Iteration 0F: 2 clusters Score -1995670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1983856.875000 Penalty: 4815.449219
	Iteration 0F: 3 clusters Score -1983857 nChanged 7170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1987718.000000 Penalty: 4815.449219
	Iteration 1F: 3 clusters Score -1987718 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1988044.250000 Penalty: 4815.449219
	Iteration 2F: 3 clusters Score -1988044 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1988316.875000 Penalty: 4815.449219
	Iteration 3Q: 3 clusters Score -1988317 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1988564.000000 Penalty: 4815.449219
	Iteration 4Q: 3 clusters Score -1988564 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1988760.375000 Penalty: 4815.449219
	Iteration 5Q: 3 clusters Score -1988760 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1988949.125000 Penalty: 4815.449219
	Iteration 6Q: 3 clusters Score -1988949 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1989141.500000 Penalty: 4815.449219
	Iteration 7Q: 3 clusters Score -1989142 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1989332.125000 Penalty: 4815.449219
	Iteration 8Q: 3 clusters Score -1989332 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1989571.625000 Penalty: 4815.449219
	Iteration 9Q: 3 clusters Score -1989572 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1989878.125000 Penalty: 4815.449219
	Iteration 10Q: 3 clusters Score -1989878 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1990296.000000 Penalty: 4815.449219
	Iteration 11Q: 3 clusters Score -1990296 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1990814.625000 Penalty: 4815.449219
	Iteration 12F: 3 clusters Score -1990815 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1991339.125000 Penalty: 4815.449219
	Iteration 13F: 3 clusters Score -1991339 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1991849.250000 Penalty: 4815.449219
	Iteration 14Q: 3 clusters Score -1991849 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -1992290.250000 Penalty: 4815.449219
	Iteration 15Q: 3 clusters Score -1992290 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1992643.125000 Penalty: 4815.449219
	Iteration 16Q: 3 clusters Score -1992643 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1992919.000000 Penalty: 4815.449219
	Iteration 17Q: 3 clusters Score -1992919 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1993134.625000 Penalty: 4815.449219
	Iteration 18Q: 3 clusters Score -1993135 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1993250.875000 Penalty: 4815.449219
	Iteration 19Q: 3 clusters Score -1993251 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -1993325.000000 Penalty: 4815.449219
	Iteration 20F: 3 clusters Score -1993325 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -1993364.625000 Penalty: 4815.449219
	Iteration 21Q: 3 clusters Score -1993365 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -1993406.000000 Penalty: 4815.449219
	Iteration 22Q: 3 clusters Score -1993406 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -1993433.750000 Penalty: 4815.449219
	Iteration 23Q: 3 clusters Score -1993434 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -1993450.875000 Penalty: 4815.449219
	Iteration 24Q: 3 clusters Score -1993451 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -1993472.875000 Penalty: 4815.449219
	Iteration 25Q: 3 clusters Score -1993473 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -1993493.125000 Penalty: 4815.449219
	Iteration 26Q: 3 clusters Score -1993493 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -1993510.125000 Penalty: 4815.449219
	Iteration 27Q: 3 clusters Score -1993510 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -1993512.750000 Penalty: 4815.449219
	Iteration 28Q: 3 clusters Score -1993513 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -1993523.000000 Penalty: 4815.449219
	Iteration 29Q: 3 clusters Score -1993523 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -1993536.125000 Penalty: 4815.449219
	Iteration 30Q: 3 clusters Score -1993536 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -1993545.750000 Penalty: 4815.449219
	Iteration 31Q: 3 clusters Score -1993546 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -1993558.000000 Penalty: 4815.449219
	Iteration 32Q: 3 clusters Score -1993558 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -1993564.625000 Penalty: 4815.449219
	Iteration 33Q: 3 clusters Score -1993565 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -1993579.875000 Penalty: 4815.449219
	Iteration 34Q: 3 clusters Score -1993580 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -1993589.000000 Penalty: 4815.449219
	Iteration 35Q: 3 clusters Score -1993589 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -1993595.750000 Penalty: 4815.449219
	Iteration 36Q: 3 clusters Score -1993596 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -1993599.500000 Penalty: 4815.449219
	Iteration 37Q: 3 clusters Score -1993600 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -1993607.125000 Penalty: 4815.449219
	Iteration 38Q: 3 clusters Score -1993607 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -1993606.500000 Penalty: 4815.449219
	Iteration 39Q: 3 clusters Score -1993606 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -1993618.750000 Penalty: 4815.449219
	Iteration 40F: 3 clusters Score -1993619 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -1993630.500000 Penalty: 4815.449219
	Iteration 41Q: 3 clusters Score -1993630 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -1993634.250000 Penalty: 4815.449219
	Iteration 42Q: 3 clusters Score -1993634 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -1993643.750000 Penalty: 4815.449219
	Iteration 43Q: 3 clusters Score -1993644 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -1993650.625000 Penalty: 4815.449219
	Iteration 44Q: 3 clusters Score -1993651 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -1993653.750000 Penalty: 4815.449219
	Iteration 45Q: 3 clusters Score -1993654 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -1993654.500000 Penalty: 4815.449219
	Iteration 46Q: 3 clusters Score -1993654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -1993663.125000 Penalty: 4815.449219
	Iteration 47Q: 3 clusters Score -1993663 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -1993661.250000 Penalty: 4815.449219
	Iteration 48Q: 3 clusters Score -1993661 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -1993666.500000 Penalty: 4815.449219
	Iteration 49Q: 3 clusters Score -1993666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -1993672.750000 Penalty: 4815.449219
	Iteration 50Q: 3 clusters Score -1993673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -1993672.750000 Penalty: 4815.449219
	Iteration 51Q: 3 clusters Score -1993673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -1993672.875000 Penalty: 4815.449219
	Iteration 52Q: 3 clusters Score -1993673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -1993671.625000 Penalty: 4815.449219
	Iteration 53Q: 3 clusters Score -1993672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -1993673.750000 Penalty: 4815.449219
	Iteration 54Q: 3 clusters Score -1993674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -1993673.000000 Penalty: 4815.449219
	Iteration 55Q: 3 clusters Score -1993673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -1993675.750000 Penalty: 4815.449219
	Iteration 56Q: 3 clusters Score -1993676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -1993680.250000 Penalty: 4815.449219
	Iteration 57Q: 3 clusters Score -1993680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -1993678.375000 Penalty: 4815.449219
	Iteration 58Q: 3 clusters Score -1993678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -1993677.000000 Penalty: 4815.449219
	Iteration 59Q: 3 clusters Score -1993677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -1993679.875000 Penalty: 4815.449219
	Iteration 60F: 3 clusters Score -1993680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -1993679.625000 Penalty: 4815.449219
	Iteration 61Q: 3 clusters Score -1993680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -1993682.375000 Penalty: 4815.449219
	Iteration 62Q: 3 clusters Score -1993682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -1993680.000000 Penalty: 4815.449219
	Iteration 63Q: 3 clusters Score -1993680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -1993678.125000 Penalty: 4815.449219
	Iteration 64Q: 3 clusters Score -1993678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -1993680.750000 Penalty: 4815.449219
	Iteration 65Q: 3 clusters Score -1993681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -1993682.250000 Penalty: 4815.449219
	Iteration 66Q: 3 clusters Score -1993682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -1993681.875000 Penalty: 4815.449219
	Iteration 67Q: 3 clusters Score -1993682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -1993681.875000 Penalty: 4815.449219
	Iteration 68F: 3 clusters Score -1993682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (83484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83484 members 
Entering Unmasked Estep 
Score: -10196899.000000 Penalty: 2810.437744
	Iteration 0F: 2 clusters Score -1.01969e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41609 members 
Mstep: Class 2 contains 41875 members 
Entering Unmasked Estep 
Score: -10141278.000000 Penalty: 5620.875488
	Iteration 0F: 3 clusters Score -1.014128e+07 nChanged 39172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41037 members 
Mstep: Class 2 contains 42447 members 
Entering Unmasked Estep 
Score: -10163180.000000 Penalty: 5620.875488
	Iteration 1F: 3 clusters Score -1.016318e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40966 members 
Mstep: Class 2 contains 42518 members 
Entering Unmasked Estep 
Score: -10163940.000000 Penalty: 5620.875488
	Iteration 2Q: 3 clusters Score -1.016394e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40924 members 
Mstep: Class 2 contains 42560 members 
Entering Unmasked Estep 
Score: -10164739.000000 Penalty: 5620.875488
	Iteration 3Q: 3 clusters Score -1.016474e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40951 members 
Mstep: Class 2 contains 42533 members 
Entering Unmasked Estep 
Score: -10165782.000000 Penalty: 5620.875488
	Iteration 4Q: 3 clusters Score -1.016578e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41095 members 
Mstep: Class 2 contains 42389 members 
Entering Unmasked Estep 
Score: -10167133.000000 Penalty: 5620.875488
	Iteration 5Q: 3 clusters Score -1.016713e+07 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41356 members 
Mstep: Class 2 contains 42128 members 
Entering Unmasked Estep 
Score: -10168464.000000 Penalty: 5620.875488
	Iteration 6Q: 3 clusters Score -1.016846e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41601 members 
Mstep: Class 2 contains 41883 members 
Entering Unmasked Estep 
Score: -10170108.000000 Penalty: 5620.875488
	Iteration 7Q: 3 clusters Score -1.017011e+07 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41846 members 
Mstep: Class 2 contains 41638 members 
Entering Unmasked Estep 
Score: -10171616.000000 Penalty: 5620.875488
	Iteration 8Q: 3 clusters Score -1.017162e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41964 members 
Mstep: Class 2 contains 41520 members 
Entering Unmasked Estep 
Score: -10173014.000000 Penalty: 5620.875488
	Iteration 9Q: 3 clusters Score -1.017301e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41953 members 
Mstep: Class 2 contains 41531 members 
Entering Unmasked Estep 
Score: -10174139.000000 Penalty: 5620.875488
	Iteration 10Q: 3 clusters Score -1.017414e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41810 members 
Mstep: Class 2 contains 41674 members 
Entering Unmasked Estep 
Score: -10175039.000000 Penalty: 5620.875488
	Iteration 11Q: 3 clusters Score -1.017504e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41521 members 
Mstep: Class 2 contains 41963 members 
Entering Unmasked Estep 
Score: -10175683.000000 Penalty: 5620.875488
	Iteration 12Q: 3 clusters Score -1.017568e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41131 members 
Mstep: Class 2 contains 42353 members 
Entering Unmasked Estep 
Score: -10176206.000000 Penalty: 5620.875488
	Iteration 13Q: 3 clusters Score -1.017621e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40594 members 
Mstep: Class 2 contains 42890 members 
Entering Unmasked Estep 
Score: -10176522.000000 Penalty: 5620.875488
	Iteration 14Q: 3 clusters Score -1.017652e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39895 members 
Mstep: Class 2 contains 43589 members 
Entering Unmasked Estep 
Score: -10176832.000000 Penalty: 5620.875488
	Iteration 15Q: 3 clusters Score -1.017683e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39058 members 
Mstep: Class 2 contains 44426 members 
Entering Unmasked Estep 
Score: -10176989.000000 Penalty: 5620.875488
	Iteration 16Q: 3 clusters Score -1.017699e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 45495 members 
Entering Unmasked Estep 
Score: -10177200.000000 Penalty: 5620.875488
	Iteration 17Q: 3 clusters Score -1.01772e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 46778 members 
Entering Unmasked Estep 
Score: -10177539.000000 Penalty: 5620.875488
	Iteration 18Q: 3 clusters Score -1.017754e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 48360 members 
Entering Unmasked Estep 
Score: -10177960.000000 Penalty: 5620.875488
	Iteration 19Q: 3 clusters Score -1.017796e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 50223 members 
Entering Unmasked Estep 
Score: -10178429.000000 Penalty: 5620.875488
	Iteration 20F: 3 clusters Score -1.017843e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31008 members 
Mstep: Class 2 contains 52476 members 
Entering Unmasked Estep 
Score: -10179080.000000 Penalty: 5620.875488
	Iteration 21Q: 3 clusters Score -1.017908e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28260 members 
Mstep: Class 2 contains 55224 members 
Entering Unmasked Estep 
Score: -10180072.000000 Penalty: 5620.875488
	Iteration 22Q: 3 clusters Score -1.018007e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 58459 members 
Entering Unmasked Estep 
Score: -10181359.000000 Penalty: 5620.875488
	Iteration 23Q: 3 clusters Score -1.018136e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 62097 members 
Entering Unmasked Estep 
Score: -10183129.000000 Penalty: 5620.875488
	Iteration 24Q: 3 clusters Score -1.018313e+07 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 65955 members 
Entering Unmasked Estep 
Score: -10185185.000000 Penalty: 5620.875488
	Iteration 25Q: 3 clusters Score -1.018518e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 69735 members 
Entering Unmasked Estep 
Score: -10187261.000000 Penalty: 5620.875488
	Iteration 26Q: 3 clusters Score -1.018726e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 73156 members 
Entering Unmasked Estep 
Score: -10189158.000000 Penalty: 5620.875488
	Iteration 27Q: 3 clusters Score -1.018916e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 76027 members 
Entering Unmasked Estep 
Score: -10190809.000000 Penalty: 5620.875488
	Iteration 28Q: 3 clusters Score -1.019081e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 78154 members 
Entering Unmasked Estep 
Score: -10192092.000000 Penalty: 5620.875488
	Iteration 29Q: 3 clusters Score -1.019209e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 79632 members 
Entering Unmasked Estep 
Score: -10192988.000000 Penalty: 5620.875488
	Iteration 30Q: 3 clusters Score -1.019299e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 80640 members 
Entering Unmasked Estep 
Score: -10193544.000000 Penalty: 5620.875488
	Iteration 31Q: 3 clusters Score -1.019354e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 81270 members 
Entering Unmasked Estep 
Score: -10193873.000000 Penalty: 5620.875488
	Iteration 32Q: 3 clusters Score -1.019387e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 81667 members 
Entering Unmasked Estep 
Score: -10194093.000000 Penalty: 5620.875488
	Iteration 33Q: 3 clusters Score -1.019409e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 81904 members 
Entering Unmasked Estep 
Score: -10194254.000000 Penalty: 5620.875488
	Iteration 34Q: 3 clusters Score -1.019425e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 82057 members 
Entering Unmasked Estep 
Score: -10194353.000000 Penalty: 5620.875488
	Iteration 35Q: 3 clusters Score -1.019435e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 82146 members 
Entering Unmasked Estep 
Score: -10194429.000000 Penalty: 5620.875488
	Iteration 36Q: 3 clusters Score -1.019443e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 82236 members 
Entering Unmasked Estep 
Score: -10194459.000000 Penalty: 5620.875488
	Iteration 37Q: 3 clusters Score -1.019446e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 82312 members 
Entering Unmasked Estep 
Score: -10194489.000000 Penalty: 5620.875488
	Iteration 38Q: 3 clusters Score -1.019449e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 82358 members 
Entering Unmasked Estep 
Score: -10194509.000000 Penalty: 5620.875488
	Iteration 39Q: 3 clusters Score -1.019451e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 82399 members 
Entering Unmasked Estep 
Score: -10194515.000000 Penalty: 5620.875488
	Iteration 40F: 3 clusters Score -1.019452e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 82420 members 
Entering Unmasked Estep 
Score: -10194531.000000 Penalty: 5620.875488
	Iteration 41Q: 3 clusters Score -1.019453e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 82441 members 
Entering Unmasked Estep 
Score: -10194543.000000 Penalty: 5620.875488
	Iteration 42Q: 3 clusters Score -1.019454e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 82457 members 
Entering Unmasked Estep 
Score: -10194540.000000 Penalty: 5620.875488
	Iteration 43Q: 3 clusters Score -1.019454e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 82476 members 
Entering Unmasked Estep 
Score: -10194557.000000 Penalty: 5620.875488
	Iteration 44Q: 3 clusters Score -1.019456e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 82489 members 
Entering Unmasked Estep 
Score: -10194570.000000 Penalty: 5620.875488
	Iteration 45Q: 3 clusters Score -1.019457e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 82500 members 
Entering Unmasked Estep 
Score: -10194584.000000 Penalty: 5620.875488
	Iteration 46Q: 3 clusters Score -1.019458e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 82513 members 
Entering Unmasked Estep 
Score: -10194589.000000 Penalty: 5620.875488
	Iteration 47Q: 3 clusters Score -1.019459e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 82530 members 
Entering Unmasked Estep 
Score: -10194598.000000 Penalty: 5620.875488
	Iteration 48Q: 3 clusters Score -1.01946e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 82548 members 
Entering Unmasked Estep 
Score: -10194592.000000 Penalty: 5620.875488
	Iteration 49Q: 3 clusters Score -1.019459e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 82560 members 
Entering Unmasked Estep 
Score: -10194607.000000 Penalty: 5620.875488
	Iteration 50Q: 3 clusters Score -1.019461e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 82570 members 
Entering Unmasked Estep 
Score: -10194613.000000 Penalty: 5620.875488
	Iteration 51Q: 3 clusters Score -1.019461e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 82582 members 
Entering Unmasked Estep 
Score: -10194613.000000 Penalty: 5620.875488
	Iteration 52Q: 3 clusters Score -1.019461e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 82594 members 
Entering Unmasked Estep 
Score: -10194619.000000 Penalty: 5620.875488
	Iteration 53Q: 3 clusters Score -1.019462e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 82605 members 
Entering Unmasked Estep 
Score: -10194625.000000 Penalty: 5620.875488
	Iteration 54Q: 3 clusters Score -1.019462e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 82613 members 
Entering Unmasked Estep 
Score: -10194627.000000 Penalty: 5620.875488
	Iteration 55Q: 3 clusters Score -1.019463e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 82618 members 
Entering Unmasked Estep 
Score: -10194630.000000 Penalty: 5620.875488
	Iteration 56Q: 3 clusters Score -1.019463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 82620 members 
Entering Unmasked Estep 
Score: -10194632.000000 Penalty: 5620.875488
	Iteration 57Q: 3 clusters Score -1.019463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 82622 members 
Entering Unmasked Estep 
Score: -10194630.000000 Penalty: 5620.875488
	Iteration 58Q: 3 clusters Score -1.019463e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 82623 members 
Entering Unmasked Estep 
Score: -10194629.000000 Penalty: 5620.875488
	Iteration 59Q: 3 clusters Score -1.019463e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 82624 members 
Entering Unmasked Estep 
Score: -10194623.000000 Penalty: 5620.875488
	Iteration 60F: 3 clusters Score -1.019462e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (25736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Entering Unmasked Estep 
Score: -3085433.000000 Penalty: 2518.600342
	Iteration 0F: 2 clusters Score -3085433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -3067593.000000 Penalty: 5037.200684
	Iteration 0F: 3 clusters Score -3067593 nChanged 11541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -3073752.500000 Penalty: 5037.200684
	Iteration 1F: 3 clusters Score -3073752 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -3074208.750000 Penalty: 5037.200684
	Iteration 2Q: 3 clusters Score -3074209 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -3074660.750000 Penalty: 5037.200684
	Iteration 3Q: 3 clusters Score -3074661 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -3075203.000000 Penalty: 5037.200684
	Iteration 4Q: 3 clusters Score -3075203 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -3075988.000000 Penalty: 5037.200684
	Iteration 5Q: 3 clusters Score -3075988 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -3077069.500000 Penalty: 5037.200684
	Iteration 6F: 3 clusters Score -3077070 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -3078237.250000 Penalty: 5037.200684
	Iteration 7F: 3 clusters Score -3078237 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -3079313.250000 Penalty: 5037.200684
	Iteration 8F: 3 clusters Score -3079313 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -3080253.250000 Penalty: 5037.200684
	Iteration 9F: 3 clusters Score -3080253 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -3081122.750000 Penalty: 5037.200684
	Iteration 10F: 3 clusters Score -3081123 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -3081948.750000 Penalty: 5037.200684
	Iteration 11Q: 3 clusters Score -3081949 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -3082739.250000 Penalty: 5037.200684
	Iteration 12Q: 3 clusters Score -3082739 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -3083520.250000 Penalty: 5037.200684
	Iteration 13Q: 3 clusters Score -3083520 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -3083994.250000 Penalty: 5037.200684
	Iteration 14Q: 3 clusters Score -3083994 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -3084173.250000 Penalty: 5037.200684
	Iteration 15Q: 3 clusters Score -3084173 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -3084257.250000 Penalty: 5037.200684
	Iteration 16Q: 3 clusters Score -3084257 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -3084314.250000 Penalty: 5037.200684
	Iteration 17Q: 3 clusters Score -3084314 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -3084374.250000 Penalty: 5037.200684
	Iteration 18Q: 3 clusters Score -3084374 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -3084401.250000 Penalty: 5037.200684
	Iteration 19Q: 3 clusters Score -3084401 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -3084417.250000 Penalty: 5037.200684
	Iteration 20F: 3 clusters Score -3084417 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -3084429.000000 Penalty: 5037.200684
	Iteration 21Q: 3 clusters Score -3084429 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -3084458.500000 Penalty: 5037.200684
	Iteration 22Q: 3 clusters Score -3084458 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -3084470.500000 Penalty: 5037.200684
	Iteration 23Q: 3 clusters Score -3084470 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -3084481.250000 Penalty: 5037.200684
	Iteration 24Q: 3 clusters Score -3084481 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -3084495.250000 Penalty: 5037.200684
	Iteration 25Q: 3 clusters Score -3084495 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -3084502.000000 Penalty: 5037.200684
	Iteration 26Q: 3 clusters Score -3084502 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -3084515.250000 Penalty: 5037.200684
	Iteration 27Q: 3 clusters Score -3084515 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -3084519.250000 Penalty: 5037.200684
	Iteration 28Q: 3 clusters Score -3084519 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -3084524.500000 Penalty: 5037.200684
	Iteration 29Q: 3 clusters Score -3084524 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -3084538.000000 Penalty: 5037.200684
	Iteration 30Q: 3 clusters Score -3084538 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -3084539.750000 Penalty: 5037.200684
	Iteration 31Q: 3 clusters Score -3084540 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -3084534.500000 Penalty: 5037.200684
	Iteration 32Q: 3 clusters Score -3084534 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -3084538.750000 Penalty: 5037.200684
	Iteration 33Q: 3 clusters Score -3084539 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -3084547.250000 Penalty: 5037.200684
	Iteration 34Q: 3 clusters Score -3084547 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -3084550.500000 Penalty: 5037.200684
	Iteration 35Q: 3 clusters Score -3084550 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -3084556.000000 Penalty: 5037.200684
	Iteration 36Q: 3 clusters Score -3084556 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -3084563.750000 Penalty: 5037.200684
	Iteration 37Q: 3 clusters Score -3084564 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -3084565.500000 Penalty: 5037.200684
	Iteration 38Q: 3 clusters Score -3084566 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -3084567.250000 Penalty: 5037.200684
	Iteration 39Q: 3 clusters Score -3084567 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -3084577.750000 Penalty: 5037.200684
	Iteration 40F: 3 clusters Score -3084578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -3084576.750000 Penalty: 5037.200684
	Iteration 41Q: 3 clusters Score -3084577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -3084578.750000 Penalty: 5037.200684
	Iteration 42Q: 3 clusters Score -3084579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -3084576.500000 Penalty: 5037.200684
	Iteration 43Q: 3 clusters Score -3084576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -3084582.000000 Penalty: 5037.200684
	Iteration 44Q: 3 clusters Score -3084582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -3084581.500000 Penalty: 5037.200684
	Iteration 45Q: 3 clusters Score -3084582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -3084580.000000 Penalty: 5037.200684
	Iteration 46Q: 3 clusters Score -3084580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -3084583.250000 Penalty: 5037.200684
	Iteration 47Q: 3 clusters Score -3084583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -3084581.500000 Penalty: 5037.200684
	Iteration 48Q: 3 clusters Score -3084582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -3084579.750000 Penalty: 5037.200684
	Iteration 49Q: 3 clusters Score -3084580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -3084576.500000 Penalty: 5037.200684
	Iteration 50Q: 3 clusters Score -3084576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -3084573.750000 Penalty: 5037.200684
	Iteration 51Q: 3 clusters Score -3084574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -3084575.250000 Penalty: 5037.200684
	Iteration 52Q: 3 clusters Score -3084575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -3084575.250000 Penalty: 5037.200684
	Iteration 53Q: 3 clusters Score -3084575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -3084574.000000 Penalty: 5037.200684
	Iteration 54Q: 3 clusters Score -3084574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -3084578.250000 Penalty: 5037.200684
	Iteration 55Q: 3 clusters Score -3084578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -3084578.250000 Penalty: 5037.200684
	Iteration 56F: 3 clusters Score -3084578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (120984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120984 members 
Entering Unmasked Estep 
Score: -14762018.000000 Penalty: 2902.446777
	Iteration 0F: 2 clusters Score -1.476202e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60376 members 
Mstep: Class 2 contains 60608 members 
Entering Unmasked Estep 
Score: -14681376.000000 Penalty: 5804.893555
	Iteration 0F: 3 clusters Score -1.468138e+07 nChanged 57465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57831 members 
Mstep: Class 2 contains 63153 members 
Entering Unmasked Estep 
Score: -14714807.000000 Penalty: 5804.893555
	Iteration 1F: 3 clusters Score -1.471481e+07 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55917 members 
Mstep: Class 2 contains 65067 members 
Entering Unmasked Estep 
Score: -14716286.000000 Penalty: 5804.893555
	Iteration 2Q: 3 clusters Score -1.471629e+07 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52942 members 
Mstep: Class 2 contains 68042 members 
Entering Unmasked Estep 
Score: -14718346.000000 Penalty: 5804.893555
	Iteration 3Q: 3 clusters Score -1.471835e+07 nChanged 6813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48435 members 
Mstep: Class 2 contains 72549 members 
Entering Unmasked Estep 
Score: -14721972.000000 Penalty: 5804.893555
	Iteration 4F: 3 clusters Score -1.472197e+07 nChanged 8314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42417 members 
Mstep: Class 2 contains 78567 members 
Entering Unmasked Estep 
Score: -14727057.000000 Penalty: 5804.893555
	Iteration 5F: 3 clusters Score -1.472706e+07 nChanged 9014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 85433 members 
Entering Unmasked Estep 
Score: -14733330.000000 Penalty: 5804.893555
	Iteration 6F: 3 clusters Score -1.473333e+07 nChanged 8729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28552 members 
Mstep: Class 2 contains 92432 members 
Entering Unmasked Estep 
Score: -14739298.000000 Penalty: 5804.893555
	Iteration 7F: 3 clusters Score -1.47393e+07 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 98636 members 
Entering Unmasked Estep 
Score: -14744024.000000 Penalty: 5804.893555
	Iteration 8F: 3 clusters Score -1.474402e+07 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 104073 members 
Entering Unmasked Estep 
Score: -14747993.000000 Penalty: 5804.893555
	Iteration 9Q: 3 clusters Score -1.474799e+07 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 108523 members 
Entering Unmasked Estep 
Score: -14751296.000000 Penalty: 5804.893555
	Iteration 10Q: 3 clusters Score -1.47513e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 111954 members 
Entering Unmasked Estep 
Score: -14753798.000000 Penalty: 5804.893555
	Iteration 11Q: 3 clusters Score -1.47538e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 114472 members 
Entering Unmasked Estep 
Score: -14755739.000000 Penalty: 5804.893555
	Iteration 12Q: 3 clusters Score -1.475574e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 116244 members 
Entering Unmasked Estep 
Score: -14757153.000000 Penalty: 5804.893555
	Iteration 13Q: 3 clusters Score -1.475715e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 117335 members 
Entering Unmasked Estep 
Score: -14758150.000000 Penalty: 5804.893555
	Iteration 14Q: 3 clusters Score -1.475815e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 117994 members 
Entering Unmasked Estep 
Score: -14758979.000000 Penalty: 5804.893555
	Iteration 15Q: 3 clusters Score -1.475898e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 118294 members 
Entering Unmasked Estep 
Score: -14759496.000000 Penalty: 5804.893555
	Iteration 16Q: 3 clusters Score -1.47595e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 118455 members 
Entering Unmasked Estep 
Score: -14759787.000000 Penalty: 5804.893555
	Iteration 17Q: 3 clusters Score -1.475979e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 118521 members 
Entering Unmasked Estep 
Score: -14759950.000000 Penalty: 5804.893555
	Iteration 18Q: 3 clusters Score -1.475995e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 118569 members 
Entering Unmasked Estep 
Score: -14760062.000000 Penalty: 5804.893555
	Iteration 19Q: 3 clusters Score -1.476006e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 118610 members 
Entering Unmasked Estep 
Score: -14760089.000000 Penalty: 5804.893555
	Iteration 20F: 3 clusters Score -1.476009e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 118637 members 
Entering Unmasked Estep 
Score: -14760146.000000 Penalty: 5804.893555
	Iteration 21Q: 3 clusters Score -1.476015e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 118650 members 
Entering Unmasked Estep 
Score: -14760152.000000 Penalty: 5804.893555
	Iteration 22Q: 3 clusters Score -1.476015e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 118656 members 
Entering Unmasked Estep 
Score: -14760155.000000 Penalty: 5804.893555
	Iteration 23Q: 3 clusters Score -1.476016e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 118654 members 
Entering Unmasked Estep 
Score: -14760153.000000 Penalty: 5804.893555
	Iteration 24Q: 3 clusters Score -1.476015e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 118666 members 
Entering Unmasked Estep 
Score: -14760176.000000 Penalty: 5804.893555
	Iteration 25Q: 3 clusters Score -1.476018e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 118666 members 
Entering Unmasked Estep 
Score: -14760194.000000 Penalty: 5804.893555
	Iteration 26Q: 3 clusters Score -1.476019e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 118666 members 
Entering Unmasked Estep 
Score: -14760211.000000 Penalty: 5804.893555
	Iteration 27Q: 3 clusters Score -1.476021e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 118665 members 
Entering Unmasked Estep 
Score: -14760191.000000 Penalty: 5804.893555
	Iteration 28Q: 3 clusters Score -1.476019e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 118667 members 
Entering Unmasked Estep 
Score: -14760184.000000 Penalty: 5804.893555
	Iteration 29Q: 3 clusters Score -1.476018e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 118668 members 
Entering Unmasked Estep 
Score: -14760187.000000 Penalty: 5804.893555
	Iteration 30Q: 3 clusters Score -1.476019e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 118669 members 
Entering Unmasked Estep 
Score: -14760195.000000 Penalty: 5804.893555
	Iteration 31Q: 3 clusters Score -1.47602e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 118663 members 
Entering Unmasked Estep 
Score: -14760206.000000 Penalty: 5804.893555
	Iteration 32Q: 3 clusters Score -1.476021e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 118657 members 
Entering Unmasked Estep 
Score: -14760210.000000 Penalty: 5804.893555
	Iteration 33Q: 3 clusters Score -1.476021e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 118654 members 
Entering Unmasked Estep 
Score: -14760201.000000 Penalty: 5804.893555
	Iteration 34Q: 3 clusters Score -1.47602e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 118654 members 
Entering Unmasked Estep 
Score: -14760208.000000 Penalty: 5804.893555
	Iteration 35Q: 3 clusters Score -1.476021e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 118656 members 
Entering Unmasked Estep 
Score: -14760215.000000 Penalty: 5804.893555
	Iteration 36Q: 3 clusters Score -1.476022e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 118661 members 
Entering Unmasked Estep 
Score: -14760221.000000 Penalty: 5804.893555
	Iteration 37Q: 3 clusters Score -1.476022e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 118660 members 
Entering Unmasked Estep 
Score: -14760211.000000 Penalty: 5804.893555
	Iteration 38Q: 3 clusters Score -1.476021e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 118661 members 
Entering Unmasked Estep 
Score: -14760214.000000 Penalty: 5804.893555
	Iteration 39Q: 3 clusters Score -1.476021e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 118664 members 
Entering Unmasked Estep 
Score: -14760210.000000 Penalty: 5804.893555
	Iteration 40F: 3 clusters Score -1.476021e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 118665 members 
Entering Unmasked Estep 
Score: -14760217.000000 Penalty: 5804.893555
	Iteration 41Q: 3 clusters Score -1.476022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 118663 members 
Entering Unmasked Estep 
Score: -14760226.000000 Penalty: 5804.893555
	Iteration 42Q: 3 clusters Score -1.476023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 118663 members 
Entering Unmasked Estep 
Score: -14760221.000000 Penalty: 5804.893555
	Iteration 43Q: 3 clusters Score -1.476022e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 118661 members 
Entering Unmasked Estep 
Score: -14760223.000000 Penalty: 5804.893555
	Iteration 44Q: 3 clusters Score -1.476022e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 118660 members 
Entering Unmasked Estep 
Score: -14760227.000000 Penalty: 5804.893555
	Iteration 45Q: 3 clusters Score -1.476023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 118660 members 
Entering Unmasked Estep 
Score: -14760228.000000 Penalty: 5804.893555
	Iteration 46Q: 3 clusters Score -1.476023e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 118661 members 
Entering Unmasked Estep 
Score: -14760242.000000 Penalty: 5804.893555
	Iteration 47Q: 3 clusters Score -1.476024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 118660 members 
Entering Unmasked Estep 
Score: -14760257.000000 Penalty: 5804.893555
	Iteration 48Q: 3 clusters Score -1.476026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 118662 members 
Entering Unmasked Estep 
Score: -14760247.000000 Penalty: 5804.893555
	Iteration 49Q: 3 clusters Score -1.476025e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 118663 members 
Entering Unmasked Estep 
Score: -14760254.000000 Penalty: 5804.893555
	Iteration 50Q: 3 clusters Score -1.476025e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 118663 members 
Entering Unmasked Estep 
Score: -14760254.000000 Penalty: 5804.893555
	Iteration 51F: 3 clusters Score -1.476025e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44171 members 
Entering Unmasked Estep 
Score: -5346428.500000 Penalty: 2652.564209
	Iteration 0F: 2 clusters Score -5346428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -5316776.000000 Penalty: 5305.128418
	Iteration 0F: 3 clusters Score -5316776 nChanged 20251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -5328244.000000 Penalty: 5305.128418
	Iteration 1F: 3 clusters Score -5328244 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -5329251.500000 Penalty: 5305.128418
	Iteration 2F: 3 clusters Score -5329252 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -5330591.000000 Penalty: 5305.128418
	Iteration 3F: 3 clusters Score -5330591 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -5332301.000000 Penalty: 5305.128418
	Iteration 4F: 3 clusters Score -5332301 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -5334301.500000 Penalty: 5305.128418
	Iteration 5F: 3 clusters Score -5334302 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -5336345.500000 Penalty: 5305.128418
	Iteration 6F: 3 clusters Score -5336346 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27817 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -5338072.500000 Penalty: 5305.128418
	Iteration 7F: 3 clusters Score -5338072 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -5339456.500000 Penalty: 5305.128418
	Iteration 8F: 3 clusters Score -5339456 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -5340471.500000 Penalty: 5305.128418
	Iteration 9Q: 3 clusters Score -5340472 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32326 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -5341397.000000 Penalty: 5305.128418
	Iteration 10Q: 3 clusters Score -5341397 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -5342256.000000 Penalty: 5305.128418
	Iteration 11Q: 3 clusters Score -5342256 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34892 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -5342968.000000 Penalty: 5305.128418
	Iteration 12Q: 3 clusters Score -5342968 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35965 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -5343544.500000 Penalty: 5305.128418
	Iteration 13Q: 3 clusters Score -5343544 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36918 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -5344067.000000 Penalty: 5305.128418
	Iteration 14Q: 3 clusters Score -5344067 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37706 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -5344459.000000 Penalty: 5305.128418
	Iteration 15Q: 3 clusters Score -5344459 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38387 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -5344770.500000 Penalty: 5305.128418
	Iteration 16Q: 3 clusters Score -5344770 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38942 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -5345023.500000 Penalty: 5305.128418
	Iteration 17Q: 3 clusters Score -5345024 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -5345198.500000 Penalty: 5305.128418
	Iteration 18Q: 3 clusters Score -5345198 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39809 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -5345385.500000 Penalty: 5305.128418
	Iteration 19Q: 3 clusters Score -5345386 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40146 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -5345491.500000 Penalty: 5305.128418
	Iteration 20F: 3 clusters Score -5345492 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -5345598.500000 Penalty: 5305.128418
	Iteration 21Q: 3 clusters Score -5345598 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40615 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -5345674.500000 Penalty: 5305.128418
	Iteration 22Q: 3 clusters Score -5345674 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40788 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -5345716.500000 Penalty: 5305.128418
	Iteration 23Q: 3 clusters Score -5345716 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40931 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -5345767.500000 Penalty: 5305.128418
	Iteration 24Q: 3 clusters Score -5345768 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41044 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -5345793.500000 Penalty: 5305.128418
	Iteration 25Q: 3 clusters Score -5345794 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41161 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -5345809.500000 Penalty: 5305.128418
	Iteration 26Q: 3 clusters Score -5345810 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41256 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -5345833.500000 Penalty: 5305.128418
	Iteration 27Q: 3 clusters Score -5345834 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41338 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -5345840.000000 Penalty: 5305.128418
	Iteration 28Q: 3 clusters Score -5345840 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41421 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -5345887.500000 Penalty: 5305.128418
	Iteration 29Q: 3 clusters Score -5345888 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41492 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -5345897.000000 Penalty: 5305.128418
	Iteration 30Q: 3 clusters Score -5345897 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41550 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -5345921.500000 Penalty: 5305.128418
	Iteration 31Q: 3 clusters Score -5345922 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -5345927.500000 Penalty: 5305.128418
	Iteration 32Q: 3 clusters Score -5345928 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41639 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -5345946.000000 Penalty: 5305.128418
	Iteration 33Q: 3 clusters Score -5345946 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41677 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -5345954.000000 Penalty: 5305.128418
	Iteration 34Q: 3 clusters Score -5345954 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41721 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -5345984.500000 Penalty: 5305.128418
	Iteration 35Q: 3 clusters Score -5345984 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41754 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -5346000.000000 Penalty: 5305.128418
	Iteration 36Q: 3 clusters Score -5346000 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41789 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -5346015.500000 Penalty: 5305.128418
	Iteration 37Q: 3 clusters Score -5346016 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41815 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -5346029.500000 Penalty: 5305.128418
	Iteration 38Q: 3 clusters Score -5346030 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41848 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -5346051.000000 Penalty: 5305.128418
	Iteration 39Q: 3 clusters Score -5346051 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41875 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -5346072.000000 Penalty: 5305.128418
	Iteration 40F: 3 clusters Score -5346072 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41909 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -5346098.000000 Penalty: 5305.128418
	Iteration 41Q: 3 clusters Score -5346098 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41932 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -5346146.500000 Penalty: 5305.128418
	Iteration 42Q: 3 clusters Score -5346146 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -5346178.000000 Penalty: 5305.128418
	Iteration 43Q: 3 clusters Score -5346178 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41990 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -5346192.500000 Penalty: 5305.128418
	Iteration 44Q: 3 clusters Score -5346192 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42023 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -5346219.500000 Penalty: 5305.128418
	Iteration 45Q: 3 clusters Score -5346220 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42047 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -5346236.000000 Penalty: 5305.128418
	Iteration 46Q: 3 clusters Score -5346236 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42058 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -5346237.000000 Penalty: 5305.128418
	Iteration 47Q: 3 clusters Score -5346237 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42062 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -5346248.500000 Penalty: 5305.128418
	Iteration 48Q: 3 clusters Score -5346248 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42065 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -5346258.500000 Penalty: 5305.128418
	Iteration 49Q: 3 clusters Score -5346258 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42066 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -5346250.000000 Penalty: 5305.128418
	Iteration 50Q: 3 clusters Score -5346250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42069 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -5346250.000000 Penalty: 5305.128418
	Iteration 51Q: 3 clusters Score -5346250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42065 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -5346257.500000 Penalty: 5305.128418
	Iteration 52Q: 3 clusters Score -5346258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42063 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -5346256.500000 Penalty: 5305.128418
	Iteration 53Q: 3 clusters Score -5346256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42062 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -5346263.500000 Penalty: 5305.128418
	Iteration 54Q: 3 clusters Score -5346264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42059 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -5346261.000000 Penalty: 5305.128418
	Iteration 55Q: 3 clusters Score -5346261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42053 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -5346263.000000 Penalty: 5305.128418
	Iteration 56Q: 3 clusters Score -5346263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -5346274.500000 Penalty: 5305.128418
	Iteration 57Q: 3 clusters Score -5346274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42049 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -5346271.000000 Penalty: 5305.128418
	Iteration 58Q: 3 clusters Score -5346271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42052 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -5346269.500000 Penalty: 5305.128418
	Iteration 59Q: 3 clusters Score -5346270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42053 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -5346269.000000 Penalty: 5305.128418
	Iteration 60F: 3 clusters Score -5346269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42053 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -5346269.500000 Penalty: 5305.128418
	Iteration 61Q: 3 clusters Score -5346270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42054 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -5346267.500000 Penalty: 5305.128418
	Iteration 62Q: 3 clusters Score -5346268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42055 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -5346270.500000 Penalty: 5305.128418
	Iteration 63Q: 3 clusters Score -5346270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42057 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -5346271.000000 Penalty: 5305.128418
	Iteration 64Q: 3 clusters Score -5346271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42057 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -5346271.000000 Penalty: 5305.128418
	Iteration 65F: 3 clusters Score -5346271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (52494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52494 members 
Entering Unmasked Estep 
Score: -5889126.000000 Penalty: 2695.376465
	Iteration 0F: 2 clusters Score -5889126 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 26396 members 
Entering Unmasked Estep 
Score: -5853872.500000 Penalty: 5390.752930
	Iteration 0F: 3 clusters Score -5853872 nChanged 24443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -5867827.500000 Penalty: 5390.752930
	Iteration 1F: 3 clusters Score -5867828 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 28617 members 
Entering Unmasked Estep 
Score: -5869038.000000 Penalty: 5390.752930
	Iteration 2F: 3 clusters Score -5869038 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -5870554.000000 Penalty: 5390.752930
	Iteration 3F: 3 clusters Score -5870554 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -5872264.500000 Penalty: 5390.752930
	Iteration 4F: 3 clusters Score -5872264 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 34212 members 
Entering Unmasked Estep 
Score: -5874350.000000 Penalty: 5390.752930
	Iteration 5F: 3 clusters Score -5874350 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 37039 members 
Entering Unmasked Estep 
Score: -5876770.500000 Penalty: 5390.752930
	Iteration 6F: 3 clusters Score -5876770 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 39972 members 
Entering Unmasked Estep 
Score: -5879134.000000 Penalty: 5390.752930
	Iteration 7F: 3 clusters Score -5879134 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 42767 members 
Entering Unmasked Estep 
Score: -5881510.000000 Penalty: 5390.752930
	Iteration 8F: 3 clusters Score -5881510 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 45203 members 
Entering Unmasked Estep 
Score: -5883477.500000 Penalty: 5390.752930
	Iteration 9Q: 3 clusters Score -5883478 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 47055 members 
Entering Unmasked Estep 
Score: -5884984.000000 Penalty: 5390.752930
	Iteration 10Q: 3 clusters Score -5884984 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 48354 members 
Entering Unmasked Estep 
Score: -5885992.000000 Penalty: 5390.752930
	Iteration 11Q: 3 clusters Score -5885992 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 49289 members 
Entering Unmasked Estep 
Score: -5886663.000000 Penalty: 5390.752930
	Iteration 12Q: 3 clusters Score -5886663 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 49900 members 
Entering Unmasked Estep 
Score: -5887051.500000 Penalty: 5390.752930
	Iteration 13Q: 3 clusters Score -5887052 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 50265 members 
Entering Unmasked Estep 
Score: -5887282.500000 Penalty: 5390.752930
	Iteration 14Q: 3 clusters Score -5887282 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 50498 members 
Entering Unmasked Estep 
Score: -5887417.000000 Penalty: 5390.752930
	Iteration 15Q: 3 clusters Score -5887417 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 50663 members 
Entering Unmasked Estep 
Score: -5887501.500000 Penalty: 5390.752930
	Iteration 16Q: 3 clusters Score -5887502 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 50783 members 
Entering Unmasked Estep 
Score: -5887609.500000 Penalty: 5390.752930
	Iteration 17Q: 3 clusters Score -5887610 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 50881 members 
Entering Unmasked Estep 
Score: -5887692.000000 Penalty: 5390.752930
	Iteration 18Q: 3 clusters Score -5887692 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 50966 members 
Entering Unmasked Estep 
Score: -5887787.500000 Penalty: 5390.752930
	Iteration 19Q: 3 clusters Score -5887788 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 51021 members 
Entering Unmasked Estep 
Score: -5887838.000000 Penalty: 5390.752930
	Iteration 20F: 3 clusters Score -5887838 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 51051 members 
Entering Unmasked Estep 
Score: -5887868.500000 Penalty: 5390.752930
	Iteration 21Q: 3 clusters Score -5887868 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 51073 members 
Entering Unmasked Estep 
Score: -5887883.500000 Penalty: 5390.752930
	Iteration 22Q: 3 clusters Score -5887884 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 51079 members 
Entering Unmasked Estep 
Score: -5887892.500000 Penalty: 5390.752930
	Iteration 23Q: 3 clusters Score -5887892 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 51085 members 
Entering Unmasked Estep 
Score: -5887916.000000 Penalty: 5390.752930
	Iteration 24Q: 3 clusters Score -5887916 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 51090 members 
Entering Unmasked Estep 
Score: -5887916.000000 Penalty: 5390.752930
	Iteration 25Q: 3 clusters Score -5887916 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 51087 members 
Entering Unmasked Estep 
Score: -5887916.000000 Penalty: 5390.752930
	Iteration 26Q: 3 clusters Score -5887916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 51090 members 
Entering Unmasked Estep 
Score: -5887925.000000 Penalty: 5390.752930
	Iteration 27Q: 3 clusters Score -5887925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 51090 members 
Entering Unmasked Estep 
Score: -5887930.000000 Penalty: 5390.752930
	Iteration 28Q: 3 clusters Score -5887930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 51093 members 
Entering Unmasked Estep 
Score: -5887924.500000 Penalty: 5390.752930
	Iteration 29Q: 3 clusters Score -5887924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 51097 members 
Entering Unmasked Estep 
Score: -5887930.500000 Penalty: 5390.752930
	Iteration 30Q: 3 clusters Score -5887930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 51102 members 
Entering Unmasked Estep 
Score: -5887928.000000 Penalty: 5390.752930
	Iteration 31Q: 3 clusters Score -5887928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 51105 members 
Entering Unmasked Estep 
Score: -5887929.000000 Penalty: 5390.752930
	Iteration 32Q: 3 clusters Score -5887929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 51106 members 
Entering Unmasked Estep 
Score: -5887934.000000 Penalty: 5390.752930
	Iteration 33Q: 3 clusters Score -5887934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 51106 members 
Entering Unmasked Estep 
Score: -5887938.500000 Penalty: 5390.752930
	Iteration 34Q: 3 clusters Score -5887938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 51105 members 
Entering Unmasked Estep 
Score: -5887934.500000 Penalty: 5390.752930
	Iteration 35Q: 3 clusters Score -5887934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 51104 members 
Entering Unmasked Estep 
Score: -5887937.000000 Penalty: 5390.752930
	Iteration 36Q: 3 clusters Score -5887937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 51104 members 
Entering Unmasked Estep 
Score: -5887937.000000 Penalty: 5390.752930
	Iteration 37F: 3 clusters Score -5887937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Entering Unmasked Estep 
Score: -1241662.250000 Penalty: 2307.688477
	Iteration 0F: 2 clusters Score -1241662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1233360.750000 Penalty: 4615.376953
	Iteration 0F: 3 clusters Score -1233361 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1235929.500000 Penalty: 4615.376953
	Iteration 1F: 3 clusters Score -1235930 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1236296.125000 Penalty: 4615.376953
	Iteration 2F: 3 clusters Score -1236296 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1236573.625000 Penalty: 4615.376953
	Iteration 3F: 3 clusters Score -1236574 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1236860.500000 Penalty: 4615.376953
	Iteration 4Q: 3 clusters Score -1236860 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1237233.125000 Penalty: 4615.376953
	Iteration 5Q: 3 clusters Score -1237233 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1237753.625000 Penalty: 4615.376953
	Iteration 6F: 3 clusters Score -1237754 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1238453.750000 Penalty: 4615.376953
	Iteration 7F: 3 clusters Score -1238454 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1239377.625000 Penalty: 4615.376953
	Iteration 8F: 3 clusters Score -1239378 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1240174.750000 Penalty: 4615.376953
	Iteration 9F: 3 clusters Score -1240175 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1240681.125000 Penalty: 4615.376953
	Iteration 10F: 3 clusters Score -1240681 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1240924.125000 Penalty: 4615.376953
	Iteration 11Q: 3 clusters Score -1240924 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1241054.500000 Penalty: 4615.376953
	Iteration 12Q: 3 clusters Score -1241054 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1241134.750000 Penalty: 4615.376953
	Iteration 13Q: 3 clusters Score -1241135 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1241197.125000 Penalty: 4615.376953
	Iteration 14Q: 3 clusters Score -1241197 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1241240.125000 Penalty: 4615.376953
	Iteration 15Q: 3 clusters Score -1241240 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1241275.500000 Penalty: 4615.376953
	Iteration 16Q: 3 clusters Score -1241276 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1241335.625000 Penalty: 4615.376953
	Iteration 17Q: 3 clusters Score -1241336 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1241417.250000 Penalty: 4615.376953
	Iteration 18Q: 3 clusters Score -1241417 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1241494.250000 Penalty: 4615.376953
	Iteration 19Q: 3 clusters Score -1241494 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1241550.750000 Penalty: 4615.376953
	Iteration 20F: 3 clusters Score -1241551 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1241583.750000 Penalty: 4615.376953
	Iteration 21Q: 3 clusters Score -1241584 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1241605.750000 Penalty: 4615.376953
	Iteration 22Q: 3 clusters Score -1241606 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1241608.875000 Penalty: 4615.376953
	Iteration 23Q: 3 clusters Score -1241609 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1241614.125000 Penalty: 4615.376953
	Iteration 24Q: 3 clusters Score -1241614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1241613.375000 Penalty: 4615.376953
	Iteration 25Q: 3 clusters Score -1241613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1241614.125000 Penalty: 4615.376953
	Iteration 26Q: 3 clusters Score -1241614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1241615.875000 Penalty: 4615.376953
	Iteration 27Q: 3 clusters Score -1241616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1241616.000000 Penalty: 4615.376953
	Iteration 28Q: 3 clusters Score -1241616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1241618.250000 Penalty: 4615.376953
	Iteration 29Q: 3 clusters Score -1241618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1241618.250000 Penalty: 4615.376953
	Iteration 30F: 3 clusters Score -1241618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (29080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Entering Unmasked Estep 
Score: -3546676.500000 Penalty: 2548.895996
	Iteration 0F: 2 clusters Score -3546676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -3526739.250000 Penalty: 5097.791992
	Iteration 0F: 3 clusters Score -3526739 nChanged 13055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -3533626.000000 Penalty: 5097.791992
	Iteration 1F: 3 clusters Score -3533626 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -3534031.250000 Penalty: 5097.791992
	Iteration 2Q: 3 clusters Score -3534031 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -3534494.750000 Penalty: 5097.791992
	Iteration 3Q: 3 clusters Score -3534495 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -3535047.000000 Penalty: 5097.791992
	Iteration 4Q: 3 clusters Score -3535047 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -3535861.750000 Penalty: 5097.791992
	Iteration 5F: 3 clusters Score -3535862 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -3536986.000000 Penalty: 5097.791992
	Iteration 6F: 3 clusters Score -3536986 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -3538466.750000 Penalty: 5097.791992
	Iteration 7F: 3 clusters Score -3538467 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -3540270.500000 Penalty: 5097.791992
	Iteration 8F: 3 clusters Score -3540270 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -3541952.750000 Penalty: 5097.791992
	Iteration 9F: 3 clusters Score -3541953 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -3543359.000000 Penalty: 5097.791992
	Iteration 10F: 3 clusters Score -3543359 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -3544348.000000 Penalty: 5097.791992
	Iteration 11Q: 3 clusters Score -3544348 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -3544997.500000 Penalty: 5097.791992
	Iteration 12Q: 3 clusters Score -3544998 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -3545398.250000 Penalty: 5097.791992
	Iteration 13Q: 3 clusters Score -3545398 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -3545634.000000 Penalty: 5097.791992
	Iteration 14Q: 3 clusters Score -3545634 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3545783.500000 Penalty: 5097.791992
	Iteration 15Q: 3 clusters Score -3545784 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3545895.250000 Penalty: 5097.791992
	Iteration 16Q: 3 clusters Score -3545895 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3545963.000000 Penalty: 5097.791992
	Iteration 17Q: 3 clusters Score -3545963 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3546004.000000 Penalty: 5097.791992
	Iteration 18Q: 3 clusters Score -3546004 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27801 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3546023.000000 Penalty: 5097.791992
	Iteration 19Q: 3 clusters Score -3546023 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3546055.250000 Penalty: 5097.791992
	Iteration 20F: 3 clusters Score -3546055 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3546064.500000 Penalty: 5097.791992
	Iteration 21Q: 3 clusters Score -3546064 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3546085.750000 Penalty: 5097.791992
	Iteration 22Q: 3 clusters Score -3546086 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3546089.250000 Penalty: 5097.791992
	Iteration 23Q: 3 clusters Score -3546089 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3546094.750000 Penalty: 5097.791992
	Iteration 24Q: 3 clusters Score -3546095 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27981 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3546097.750000 Penalty: 5097.791992
	Iteration 25Q: 3 clusters Score -3546098 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3546100.000000 Penalty: 5097.791992
	Iteration 26Q: 3 clusters Score -3546100 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3546115.750000 Penalty: 5097.791992
	Iteration 27Q: 3 clusters Score -3546116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3546121.500000 Penalty: 5097.791992
	Iteration 28Q: 3 clusters Score -3546122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3546126.250000 Penalty: 5097.791992
	Iteration 29Q: 3 clusters Score -3546126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3546134.000000 Penalty: 5097.791992
	Iteration 30Q: 3 clusters Score -3546134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3546137.250000 Penalty: 5097.791992
	Iteration 31Q: 3 clusters Score -3546137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3546137.000000 Penalty: 5097.791992
	Iteration 32Q: 3 clusters Score -3546137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3546141.750000 Penalty: 5097.791992
	Iteration 33Q: 3 clusters Score -3546142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3546146.250000 Penalty: 5097.791992
	Iteration 34Q: 3 clusters Score -3546146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28072 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3546143.750000 Penalty: 5097.791992
	Iteration 35Q: 3 clusters Score -3546144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28076 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3546153.500000 Penalty: 5097.791992
	Iteration 36Q: 3 clusters Score -3546154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3546151.000000 Penalty: 5097.791992
	Iteration 37Q: 3 clusters Score -3546151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3546156.500000 Penalty: 5097.791992
	Iteration 38Q: 3 clusters Score -3546156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -3546152.000000 Penalty: 5097.791992
	Iteration 39Q: 3 clusters Score -3546152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3546150.250000 Penalty: 5097.791992
	Iteration 40F: 3 clusters Score -3546150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Entering Unmasked Estep 
Score: -31677.947266 Penalty: 1444.848022
	Iteration 0F: 2 clusters Score -31677.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -30369.455078 Penalty: 2889.696045
	Iteration 0F: 3 clusters Score -30369.46 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -30575.431641 Penalty: 2889.696045
	Iteration 1F: 3 clusters Score -30575.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -30703.322266 Penalty: 2889.696045
	Iteration 2F: 3 clusters Score -30703.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -30766.435547 Penalty: 2889.696045
	Iteration 3Q: 3 clusters Score -30766.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -30823.738281 Penalty: 2889.696045
	Iteration 4Q: 3 clusters Score -30823.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -30890.644531 Penalty: 2889.696045
	Iteration 5Q: 3 clusters Score -30890.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -31026.181641 Penalty: 2889.696045
	Iteration 6Q: 3 clusters Score -31026.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -31099.957031 Penalty: 2889.696045
	Iteration 7Q: 3 clusters Score -31099.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -31111.634766 Penalty: 2889.696045
	Iteration 8Q: 3 clusters Score -31111.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -31116.371094 Penalty: 2889.696045
	Iteration 9Q: 3 clusters Score -31116.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -31116.371094 Penalty: 2889.696045
	Iteration 10F: 3 clusters Score -31116.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (12850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Entering Unmasked Estep 
Score: -1547126.250000 Penalty: 2346.352539
	Iteration 0F: 2 clusters Score -1547126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1537611.125000 Penalty: 4692.705078
	Iteration 0F: 3 clusters Score -1537611 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1540496.000000 Penalty: 4692.705078
	Iteration 1F: 3 clusters Score -1540496 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1540883.125000 Penalty: 4692.705078
	Iteration 2F: 3 clusters Score -1540883 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1541210.500000 Penalty: 4692.705078
	Iteration 3F: 3 clusters Score -1541210 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1541544.500000 Penalty: 4692.705078
	Iteration 4Q: 3 clusters Score -1541544 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1541921.625000 Penalty: 4692.705078
	Iteration 5Q: 3 clusters Score -1541922 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1542420.000000 Penalty: 4692.705078
	Iteration 6F: 3 clusters Score -1542420 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1543033.000000 Penalty: 4692.705078
	Iteration 7F: 3 clusters Score -1543033 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1543631.125000 Penalty: 4692.705078
	Iteration 8F: 3 clusters Score -1543631 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1544118.750000 Penalty: 4692.705078
	Iteration 9F: 3 clusters Score -1544119 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1544476.125000 Penalty: 4692.705078
	Iteration 10Q: 3 clusters Score -1544476 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1544718.750000 Penalty: 4692.705078
	Iteration 11Q: 3 clusters Score -1544719 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1544854.750000 Penalty: 4692.705078
	Iteration 12Q: 3 clusters Score -1544855 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1544977.750000 Penalty: 4692.705078
	Iteration 13Q: 3 clusters Score -1544978 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1545110.500000 Penalty: 4692.705078
	Iteration 14Q: 3 clusters Score -1545110 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1545285.875000 Penalty: 4692.705078
	Iteration 15Q: 3 clusters Score -1545286 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1545535.000000 Penalty: 4692.705078
	Iteration 16Q: 3 clusters Score -1545535 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1545706.125000 Penalty: 4692.705078
	Iteration 17Q: 3 clusters Score -1545706 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1545797.500000 Penalty: 4692.705078
	Iteration 18Q: 3 clusters Score -1545798 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1545864.125000 Penalty: 4692.705078
	Iteration 19Q: 3 clusters Score -1545864 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1545926.875000 Penalty: 4692.705078
	Iteration 20F: 3 clusters Score -1545927 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1545967.375000 Penalty: 4692.705078
	Iteration 21Q: 3 clusters Score -1545967 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1546009.125000 Penalty: 4692.705078
	Iteration 22Q: 3 clusters Score -1546009 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1546035.875000 Penalty: 4692.705078
	Iteration 23Q: 3 clusters Score -1546036 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1546057.000000 Penalty: 4692.705078
	Iteration 24Q: 3 clusters Score -1546057 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1546062.125000 Penalty: 4692.705078
	Iteration 25Q: 3 clusters Score -1546062 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1546073.000000 Penalty: 4692.705078
	Iteration 26Q: 3 clusters Score -1546073 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1546073.125000 Penalty: 4692.705078
	Iteration 27Q: 3 clusters Score -1546073 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1546079.625000 Penalty: 4692.705078
	Iteration 28Q: 3 clusters Score -1546080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1546084.375000 Penalty: 4692.705078
	Iteration 29Q: 3 clusters Score -1546084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1546085.625000 Penalty: 4692.705078
	Iteration 30Q: 3 clusters Score -1546086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1546085.875000 Penalty: 4692.705078
	Iteration 31Q: 3 clusters Score -1546086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1546086.750000 Penalty: 4692.705078
	Iteration 32Q: 3 clusters Score -1546087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1546088.500000 Penalty: 4692.705078
	Iteration 33Q: 3 clusters Score -1546088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1546091.500000 Penalty: 4692.705078
	Iteration 34Q: 3 clusters Score -1546092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1546091.625000 Penalty: 4692.705078
	Iteration 35Q: 3 clusters Score -1546092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1546093.625000 Penalty: 4692.705078
	Iteration 36Q: 3 clusters Score -1546094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1546093.000000 Penalty: 4692.705078
	Iteration 37Q: 3 clusters Score -1546093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1546092.375000 Penalty: 4692.705078
	Iteration 38Q: 3 clusters Score -1546092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1546091.875000 Penalty: 4692.705078
	Iteration 39Q: 3 clusters Score -1546092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1546091.500000 Penalty: 4692.705078
	Iteration 40F: 3 clusters Score -1546092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Entering Unmasked Estep 
Score: -1308684.625000 Penalty: 2312.469238
	Iteration 0F: 2 clusters Score -1308685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1300135.000000 Penalty: 4624.938477
	Iteration 0F: 3 clusters Score -1300135 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1302792.000000 Penalty: 4624.938477
	Iteration 1F: 3 clusters Score -1302792 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1303204.750000 Penalty: 4624.938477
	Iteration 2F: 3 clusters Score -1303205 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1303517.750000 Penalty: 4624.938477
	Iteration 3F: 3 clusters Score -1303518 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1303763.250000 Penalty: 4624.938477
	Iteration 4Q: 3 clusters Score -1303763 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1303980.000000 Penalty: 4624.938477
	Iteration 5Q: 3 clusters Score -1303980 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1304187.750000 Penalty: 4624.938477
	Iteration 6Q: 3 clusters Score -1304188 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1304404.750000 Penalty: 4624.938477
	Iteration 7Q: 3 clusters Score -1304405 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1304621.000000 Penalty: 4624.938477
	Iteration 8Q: 3 clusters Score -1304621 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1304849.750000 Penalty: 4624.938477
	Iteration 9Q: 3 clusters Score -1304850 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1305069.875000 Penalty: 4624.938477
	Iteration 10Q: 3 clusters Score -1305070 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1305255.750000 Penalty: 4624.938477
	Iteration 11Q: 3 clusters Score -1305256 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1305406.000000 Penalty: 4624.938477
	Iteration 12Q: 3 clusters Score -1305406 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1305509.750000 Penalty: 4624.938477
	Iteration 13Q: 3 clusters Score -1305510 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1305587.875000 Penalty: 4624.938477
	Iteration 14Q: 3 clusters Score -1305588 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1305643.875000 Penalty: 4624.938477
	Iteration 15Q: 3 clusters Score -1305644 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1305680.750000 Penalty: 4624.938477
	Iteration 16Q: 3 clusters Score -1305681 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1305719.875000 Penalty: 4624.938477
	Iteration 17Q: 3 clusters Score -1305720 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1305756.625000 Penalty: 4624.938477
	Iteration 18Q: 3 clusters Score -1305757 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1305785.125000 Penalty: 4624.938477
	Iteration 19Q: 3 clusters Score -1305785 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1305818.375000 Penalty: 4624.938477
	Iteration 20F: 3 clusters Score -1305818 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1305837.625000 Penalty: 4624.938477
	Iteration 21Q: 3 clusters Score -1305838 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1305861.375000 Penalty: 4624.938477
	Iteration 22Q: 3 clusters Score -1305861 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1305882.500000 Penalty: 4624.938477
	Iteration 23Q: 3 clusters Score -1305882 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1305908.250000 Penalty: 4624.938477
	Iteration 24Q: 3 clusters Score -1305908 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1305919.375000 Penalty: 4624.938477
	Iteration 25Q: 3 clusters Score -1305919 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1305938.875000 Penalty: 4624.938477
	Iteration 26Q: 3 clusters Score -1305939 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1305948.375000 Penalty: 4624.938477
	Iteration 27Q: 3 clusters Score -1305948 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1305958.750000 Penalty: 4624.938477
	Iteration 28Q: 3 clusters Score -1305959 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1305971.625000 Penalty: 4624.938477
	Iteration 29Q: 3 clusters Score -1305972 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1305981.000000 Penalty: 4624.938477
	Iteration 30Q: 3 clusters Score -1305981 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1305992.250000 Penalty: 4624.938477
	Iteration 31Q: 3 clusters Score -1305992 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1305999.125000 Penalty: 4624.938477
	Iteration 32Q: 3 clusters Score -1305999 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1306006.750000 Penalty: 4624.938477
	Iteration 33Q: 3 clusters Score -1306007 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1306017.875000 Penalty: 4624.938477
	Iteration 34Q: 3 clusters Score -1306018 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1306029.875000 Penalty: 4624.938477
	Iteration 35Q: 3 clusters Score -1306030 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1306040.750000 Penalty: 4624.938477
	Iteration 36Q: 3 clusters Score -1306041 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1306064.375000 Penalty: 4624.938477
	Iteration 37Q: 3 clusters Score -1306064 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1306098.250000 Penalty: 4624.938477
	Iteration 38Q: 3 clusters Score -1306098 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1306129.750000 Penalty: 4624.938477
	Iteration 39Q: 3 clusters Score -1306130 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1306167.750000 Penalty: 4624.938477
	Iteration 40F: 3 clusters Score -1306168 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1306194.750000 Penalty: 4624.938477
	Iteration 41Q: 3 clusters Score -1306195 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1306220.500000 Penalty: 4624.938477
	Iteration 42Q: 3 clusters Score -1306220 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1306267.250000 Penalty: 4624.938477
	Iteration 43Q: 3 clusters Score -1306267 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1306314.500000 Penalty: 4624.938477
	Iteration 44Q: 3 clusters Score -1306314 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1306360.125000 Penalty: 4624.938477
	Iteration 45Q: 3 clusters Score -1306360 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1306408.875000 Penalty: 4624.938477
	Iteration 46Q: 3 clusters Score -1306409 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1306454.000000 Penalty: 4624.938477
	Iteration 47Q: 3 clusters Score -1306454 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1306495.500000 Penalty: 4624.938477
	Iteration 48Q: 3 clusters Score -1306496 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1306540.875000 Penalty: 4624.938477
	Iteration 49Q: 3 clusters Score -1306541 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1306572.375000 Penalty: 4624.938477
	Iteration 50Q: 3 clusters Score -1306572 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1306594.625000 Penalty: 4624.938477
	Iteration 51Q: 3 clusters Score -1306595 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1306616.000000 Penalty: 4624.938477
	Iteration 52Q: 3 clusters Score -1306616 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1306631.625000 Penalty: 4624.938477
	Iteration 53Q: 3 clusters Score -1306632 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1306645.375000 Penalty: 4624.938477
	Iteration 54Q: 3 clusters Score -1306645 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1306663.750000 Penalty: 4624.938477
	Iteration 55Q: 3 clusters Score -1306664 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1306675.125000 Penalty: 4624.938477
	Iteration 56Q: 3 clusters Score -1306675 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1306686.500000 Penalty: 4624.938477
	Iteration 57Q: 3 clusters Score -1306686 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1306699.500000 Penalty: 4624.938477
	Iteration 58Q: 3 clusters Score -1306700 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1306705.000000 Penalty: 4624.938477
	Iteration 59Q: 3 clusters Score -1306705 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1306712.125000 Penalty: 4624.938477
	Iteration 60F: 3 clusters Score -1306712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1306717.250000 Penalty: 4624.938477
	Iteration 61Q: 3 clusters Score -1306717 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1306724.125000 Penalty: 4624.938477
	Iteration 62Q: 3 clusters Score -1306724 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1306734.250000 Penalty: 4624.938477
	Iteration 63Q: 3 clusters Score -1306734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1306741.625000 Penalty: 4624.938477
	Iteration 64Q: 3 clusters Score -1306742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1306745.375000 Penalty: 4624.938477
	Iteration 65Q: 3 clusters Score -1306745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1306748.375000 Penalty: 4624.938477
	Iteration 66Q: 3 clusters Score -1306748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1306754.875000 Penalty: 4624.938477
	Iteration 67Q: 3 clusters Score -1306755 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1306758.625000 Penalty: 4624.938477
	Iteration 68Q: 3 clusters Score -1306759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1306761.125000 Penalty: 4624.938477
	Iteration 69Q: 3 clusters Score -1306761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1306764.750000 Penalty: 4624.938477
	Iteration 70Q: 3 clusters Score -1306765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1306765.875000 Penalty: 4624.938477
	Iteration 71Q: 3 clusters Score -1306766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1306765.750000 Penalty: 4624.938477
	Iteration 72Q: 3 clusters Score -1306766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1306767.750000 Penalty: 4624.938477
	Iteration 73Q: 3 clusters Score -1306768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1306770.250000 Penalty: 4624.938477
	Iteration 74Q: 3 clusters Score -1306770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1306774.375000 Penalty: 4624.938477
	Iteration 75Q: 3 clusters Score -1306774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1306777.625000 Penalty: 4624.938477
	Iteration 76Q: 3 clusters Score -1306778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1306776.750000 Penalty: 4624.938477
	Iteration 77Q: 3 clusters Score -1306777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1306781.125000 Penalty: 4624.938477
	Iteration 78Q: 3 clusters Score -1306781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1306783.500000 Penalty: 4624.938477
	Iteration 79Q: 3 clusters Score -1306784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1306781.125000 Penalty: 4624.938477
	Iteration 80F: 3 clusters Score -1306781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Entering Unmasked Estep 
Score: -648543.250000 Penalty: 2141.385986
	Iteration 0F: 2 clusters Score -648543.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -643617.562500 Penalty: 4282.771973
	Iteration 0F: 3 clusters Score -643617.6 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -644917.625000 Penalty: 4282.771973
	Iteration 1F: 3 clusters Score -644917.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -645130.187500 Penalty: 4282.771973
	Iteration 2F: 3 clusters Score -645130.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -645260.375000 Penalty: 4282.771973
	Iteration 3Q: 3 clusters Score -645260.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -645370.750000 Penalty: 4282.771973
	Iteration 4Q: 3 clusters Score -645370.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -645459.312500 Penalty: 4282.771973
	Iteration 5Q: 3 clusters Score -645459.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -645539.187500 Penalty: 4282.771973
	Iteration 6Q: 3 clusters Score -645539.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -645610.250000 Penalty: 4282.771973
	Iteration 7Q: 3 clusters Score -645610.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -645666.437500 Penalty: 4282.771973
	Iteration 8Q: 3 clusters Score -645666.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -645721.062500 Penalty: 4282.771973
	Iteration 9Q: 3 clusters Score -645721.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -645778.875000 Penalty: 4282.771973
	Iteration 10Q: 3 clusters Score -645778.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -645829.062500 Penalty: 4282.771973
	Iteration 11Q: 3 clusters Score -645829.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -645865.437500 Penalty: 4282.771973
	Iteration 12Q: 3 clusters Score -645865.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -645898.375000 Penalty: 4282.771973
	Iteration 13Q: 3 clusters Score -645898.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -645932.187500 Penalty: 4282.771973
	Iteration 14Q: 3 clusters Score -645932.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -645961.125000 Penalty: 4282.771973
	Iteration 15Q: 3 clusters Score -645961.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -645988.500000 Penalty: 4282.771973
	Iteration 16Q: 3 clusters Score -645988.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -646010.812500 Penalty: 4282.771973
	Iteration 17Q: 3 clusters Score -646010.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -646026.687500 Penalty: 4282.771973
	Iteration 18Q: 3 clusters Score -646026.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -646042.375000 Penalty: 4282.771973
	Iteration 19Q: 3 clusters Score -646042.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -646064.000000 Penalty: 4282.771973
	Iteration 20F: 3 clusters Score -646064 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -646088.687500 Penalty: 4282.771973
	Iteration 21Q: 3 clusters Score -646088.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -646120.375000 Penalty: 4282.771973
	Iteration 22Q: 3 clusters Score -646120.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -646146.812500 Penalty: 4282.771973
	Iteration 23Q: 3 clusters Score -646146.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -646167.812500 Penalty: 4282.771973
	Iteration 24Q: 3 clusters Score -646167.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -646188.000000 Penalty: 4282.771973
	Iteration 25Q: 3 clusters Score -646188 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -646204.375000 Penalty: 4282.771973
	Iteration 26Q: 3 clusters Score -646204.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -646215.062500 Penalty: 4282.771973
	Iteration 27Q: 3 clusters Score -646215.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -646227.250000 Penalty: 4282.771973
	Iteration 28Q: 3 clusters Score -646227.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -646248.812500 Penalty: 4282.771973
	Iteration 29Q: 3 clusters Score -646248.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -646274.000000 Penalty: 4282.771973
	Iteration 30Q: 3 clusters Score -646274 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -646298.062500 Penalty: 4282.771973
	Iteration 31Q: 3 clusters Score -646298.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -646319.187500 Penalty: 4282.771973
	Iteration 32Q: 3 clusters Score -646319.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -646340.812500 Penalty: 4282.771973
	Iteration 33Q: 3 clusters Score -646340.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -646364.937500 Penalty: 4282.771973
	Iteration 34Q: 3 clusters Score -646364.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -646386.875000 Penalty: 4282.771973
	Iteration 35Q: 3 clusters Score -646386.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -646407.687500 Penalty: 4282.771973
	Iteration 36Q: 3 clusters Score -646407.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -646424.062500 Penalty: 4282.771973
	Iteration 37Q: 3 clusters Score -646424.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -646439.125000 Penalty: 4282.771973
	Iteration 38Q: 3 clusters Score -646439.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -646447.687500 Penalty: 4282.771973
	Iteration 39Q: 3 clusters Score -646447.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -646452.500000 Penalty: 4282.771973
	Iteration 40F: 3 clusters Score -646452.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -646455.812500 Penalty: 4282.771973
	Iteration 41Q: 3 clusters Score -646455.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -646463.250000 Penalty: 4282.771973
	Iteration 42Q: 3 clusters Score -646463.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -646465.187500 Penalty: 4282.771973
	Iteration 43Q: 3 clusters Score -646465.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -646468.875000 Penalty: 4282.771973
	Iteration 44Q: 3 clusters Score -646468.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -646471.375000 Penalty: 4282.771973
	Iteration 45Q: 3 clusters Score -646471.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -646474.062500 Penalty: 4282.771973
	Iteration 46Q: 3 clusters Score -646474.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -646476.312500 Penalty: 4282.771973
	Iteration 47Q: 3 clusters Score -646476.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -646479.750000 Penalty: 4282.771973
	Iteration 48Q: 3 clusters Score -646479.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -646480.000000 Penalty: 4282.771973
	Iteration 49Q: 3 clusters Score -646480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -646485.687500 Penalty: 4282.771973
	Iteration 50Q: 3 clusters Score -646485.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -646490.937500 Penalty: 4282.771973
	Iteration 51Q: 3 clusters Score -646490.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -646499.937500 Penalty: 4282.771973
	Iteration 52Q: 3 clusters Score -646499.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -646508.687500 Penalty: 4282.771973
	Iteration 53Q: 3 clusters Score -646508.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -646519.812500 Penalty: 4282.771973
	Iteration 54Q: 3 clusters Score -646519.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -646526.500000 Penalty: 4282.771973
	Iteration 55Q: 3 clusters Score -646526.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -646531.750000 Penalty: 4282.771973
	Iteration 56Q: 3 clusters Score -646531.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -646535.250000 Penalty: 4282.771973
	Iteration 57Q: 3 clusters Score -646535.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -646542.125000 Penalty: 4282.771973
	Iteration 58Q: 3 clusters Score -646542.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -646548.187500 Penalty: 4282.771973
	Iteration 59Q: 3 clusters Score -646548.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -646552.875000 Penalty: 4282.771973
	Iteration 60F: 3 clusters Score -646552.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -646558.187500 Penalty: 4282.771973
	Iteration 61Q: 3 clusters Score -646558.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -646560.875000 Penalty: 4282.771973
	Iteration 62Q: 3 clusters Score -646560.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -646564.437500 Penalty: 4282.771973
	Iteration 63Q: 3 clusters Score -646564.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -646571.312500 Penalty: 4282.771973
	Iteration 64Q: 3 clusters Score -646571.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -646576.312500 Penalty: 4282.771973
	Iteration 65Q: 3 clusters Score -646576.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -646581.312500 Penalty: 4282.771973
	Iteration 66Q: 3 clusters Score -646581.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -646585.312500 Penalty: 4282.771973
	Iteration 67Q: 3 clusters Score -646585.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -646587.687500 Penalty: 4282.771973
	Iteration 68Q: 3 clusters Score -646587.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -646594.500000 Penalty: 4282.771973
	Iteration 69Q: 3 clusters Score -646594.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -646599.062500 Penalty: 4282.771973
	Iteration 70Q: 3 clusters Score -646599.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -646600.250000 Penalty: 4282.771973
	Iteration 71Q: 3 clusters Score -646600.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -646601.000000 Penalty: 4282.771973
	Iteration 72Q: 3 clusters Score -646601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -646602.937500 Penalty: 4282.771973
	Iteration 73Q: 3 clusters Score -646602.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -646609.625000 Penalty: 4282.771973
	Iteration 74Q: 3 clusters Score -646609.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -646616.125000 Penalty: 4282.771973
	Iteration 75Q: 3 clusters Score -646616.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -646619.375000 Penalty: 4282.771973
	Iteration 76Q: 3 clusters Score -646619.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -646621.937500 Penalty: 4282.771973
	Iteration 77Q: 3 clusters Score -646621.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -646625.812500 Penalty: 4282.771973
	Iteration 78Q: 3 clusters Score -646625.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -646626.125000 Penalty: 4282.771973
	Iteration 79Q: 3 clusters Score -646626.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -646628.562500 Penalty: 4282.771973
	Iteration 80F: 3 clusters Score -646628.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -646631.437500 Penalty: 4282.771973
	Iteration 81Q: 3 clusters Score -646631.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -646632.937500 Penalty: 4282.771973
	Iteration 82Q: 3 clusters Score -646632.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -646635.375000 Penalty: 4282.771973
	Iteration 83Q: 3 clusters Score -646635.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -646634.187500 Penalty: 4282.771973
	Iteration 84Q: 3 clusters Score -646634.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -646635.250000 Penalty: 4282.771973
	Iteration 85Q: 3 clusters Score -646635.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -646635.250000 Penalty: 4282.771973
	Iteration 86F: 3 clusters Score -646635.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (12205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Entering Unmasked Estep 
Score: -1477929.000000 Penalty: 2333.581055
	Iteration 0F: 2 clusters Score -1477929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1469013.000000 Penalty: 4667.162109
	Iteration 0F: 3 clusters Score -1469013 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1471680.500000 Penalty: 4667.162109
	Iteration 1F: 3 clusters Score -1471680 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1471977.375000 Penalty: 4667.162109
	Iteration 2F: 3 clusters Score -1471977 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1472184.000000 Penalty: 4667.162109
	Iteration 3Q: 3 clusters Score -1472184 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1472325.875000 Penalty: 4667.162109
	Iteration 4Q: 3 clusters Score -1472326 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1472411.625000 Penalty: 4667.162109
	Iteration 5Q: 3 clusters Score -1472412 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1472497.250000 Penalty: 4667.162109
	Iteration 6Q: 3 clusters Score -1472497 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1472571.250000 Penalty: 4667.162109
	Iteration 7Q: 3 clusters Score -1472571 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1472651.250000 Penalty: 4667.162109
	Iteration 8Q: 3 clusters Score -1472651 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1472746.000000 Penalty: 4667.162109
	Iteration 9Q: 3 clusters Score -1472746 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1472830.500000 Penalty: 4667.162109
	Iteration 10Q: 3 clusters Score -1472830 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1472934.500000 Penalty: 4667.162109
	Iteration 11Q: 3 clusters Score -1472934 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1473049.000000 Penalty: 4667.162109
	Iteration 12Q: 3 clusters Score -1473049 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1473199.750000 Penalty: 4667.162109
	Iteration 13Q: 3 clusters Score -1473200 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1473383.125000 Penalty: 4667.162109
	Iteration 14Q: 3 clusters Score -1473383 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1473620.250000 Penalty: 4667.162109
	Iteration 15Q: 3 clusters Score -1473620 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1473866.375000 Penalty: 4667.162109
	Iteration 16Q: 3 clusters Score -1473866 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1474143.375000 Penalty: 4667.162109
	Iteration 17Q: 3 clusters Score -1474143 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1474405.125000 Penalty: 4667.162109
	Iteration 18Q: 3 clusters Score -1474405 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1474630.500000 Penalty: 4667.162109
	Iteration 19Q: 3 clusters Score -1474630 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1474845.375000 Penalty: 4667.162109
	Iteration 20F: 3 clusters Score -1474845 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1475077.750000 Penalty: 4667.162109
	Iteration 21Q: 3 clusters Score -1475078 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1475269.500000 Penalty: 4667.162109
	Iteration 22Q: 3 clusters Score -1475270 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1475401.875000 Penalty: 4667.162109
	Iteration 23Q: 3 clusters Score -1475402 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1475495.625000 Penalty: 4667.162109
	Iteration 24Q: 3 clusters Score -1475496 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1475574.250000 Penalty: 4667.162109
	Iteration 25Q: 3 clusters Score -1475574 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1475632.000000 Penalty: 4667.162109
	Iteration 26Q: 3 clusters Score -1475632 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1475683.250000 Penalty: 4667.162109
	Iteration 27Q: 3 clusters Score -1475683 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1475746.500000 Penalty: 4667.162109
	Iteration 28Q: 3 clusters Score -1475746 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1475795.000000 Penalty: 4667.162109
	Iteration 29Q: 3 clusters Score -1475795 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1475845.875000 Penalty: 4667.162109
	Iteration 30Q: 3 clusters Score -1475846 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -1475872.625000 Penalty: 4667.162109
	Iteration 31Q: 3 clusters Score -1475873 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1475896.625000 Penalty: 4667.162109
	Iteration 32Q: 3 clusters Score -1475897 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1475911.000000 Penalty: 4667.162109
	Iteration 33Q: 3 clusters Score -1475911 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1475926.750000 Penalty: 4667.162109
	Iteration 34Q: 3 clusters Score -1475927 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1475944.625000 Penalty: 4667.162109
	Iteration 35Q: 3 clusters Score -1475945 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1475956.500000 Penalty: 4667.162109
	Iteration 36Q: 3 clusters Score -1475956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1475967.125000 Penalty: 4667.162109
	Iteration 37Q: 3 clusters Score -1475967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1475978.625000 Penalty: 4667.162109
	Iteration 38Q: 3 clusters Score -1475979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1475988.250000 Penalty: 4667.162109
	Iteration 39Q: 3 clusters Score -1475988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1475993.875000 Penalty: 4667.162109
	Iteration 40F: 3 clusters Score -1475994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1476007.125000 Penalty: 4667.162109
	Iteration 41Q: 3 clusters Score -1476007 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1476017.125000 Penalty: 4667.162109
	Iteration 42Q: 3 clusters Score -1476017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1476020.250000 Penalty: 4667.162109
	Iteration 43Q: 3 clusters Score -1476020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1476026.250000 Penalty: 4667.162109
	Iteration 44Q: 3 clusters Score -1476026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1476030.875000 Penalty: 4667.162109
	Iteration 45Q: 3 clusters Score -1476031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1476038.000000 Penalty: 4667.162109
	Iteration 46Q: 3 clusters Score -1476038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1476040.125000 Penalty: 4667.162109
	Iteration 47Q: 3 clusters Score -1476040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1476040.250000 Penalty: 4667.162109
	Iteration 48Q: 3 clusters Score -1476040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1476040.250000 Penalty: 4667.162109
	Iteration 49F: 3 clusters Score -1476040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Entering Unmasked Estep 
Score: -378203.375000 Penalty: 2028.580688
	Iteration 0F: 2 clusters Score -378203.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -374574.406250 Penalty: 4057.161377
	Iteration 0F: 3 clusters Score -374574.4 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -375536.625000 Penalty: 4057.161377
	Iteration 1F: 3 clusters Score -375536.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -375844.031250 Penalty: 4057.161377
	Iteration 2F: 3 clusters Score -375844 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -376062.187500 Penalty: 4057.161377
	Iteration 3F: 3 clusters Score -376062.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -376233.500000 Penalty: 4057.161377
	Iteration 4F: 3 clusters Score -376233.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -376353.125000 Penalty: 4057.161377
	Iteration 5Q: 3 clusters Score -376353.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -376433.000000 Penalty: 4057.161377
	Iteration 6Q: 3 clusters Score -376433 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -376509.906250 Penalty: 4057.161377
	Iteration 7Q: 3 clusters Score -376509.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -376571.812500 Penalty: 4057.161377
	Iteration 8Q: 3 clusters Score -376571.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -376627.156250 Penalty: 4057.161377
	Iteration 9Q: 3 clusters Score -376627.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -376677.843750 Penalty: 4057.161377
	Iteration 10Q: 3 clusters Score -376677.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -376723.750000 Penalty: 4057.161377
	Iteration 11Q: 3 clusters Score -376723.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -376771.281250 Penalty: 4057.161377
	Iteration 12Q: 3 clusters Score -376771.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -376799.687500 Penalty: 4057.161377
	Iteration 13Q: 3 clusters Score -376799.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -376826.312500 Penalty: 4057.161377
	Iteration 14Q: 3 clusters Score -376826.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -376847.625000 Penalty: 4057.161377
	Iteration 15Q: 3 clusters Score -376847.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -376862.718750 Penalty: 4057.161377
	Iteration 16Q: 3 clusters Score -376862.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -376876.500000 Penalty: 4057.161377
	Iteration 17Q: 3 clusters Score -376876.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -376888.156250 Penalty: 4057.161377
	Iteration 18Q: 3 clusters Score -376888.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -376896.375000 Penalty: 4057.161377
	Iteration 19Q: 3 clusters Score -376896.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -376901.000000 Penalty: 4057.161377
	Iteration 20F: 3 clusters Score -376901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -376904.937500 Penalty: 4057.161377
	Iteration 21Q: 3 clusters Score -376904.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -376910.687500 Penalty: 4057.161377
	Iteration 22Q: 3 clusters Score -376910.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -376915.968750 Penalty: 4057.161377
	Iteration 23Q: 3 clusters Score -376916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -376922.968750 Penalty: 4057.161377
	Iteration 24Q: 3 clusters Score -376923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -376926.125000 Penalty: 4057.161377
	Iteration 25Q: 3 clusters Score -376926.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -376931.468750 Penalty: 4057.161377
	Iteration 26Q: 3 clusters Score -376931.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -376936.937500 Penalty: 4057.161377
	Iteration 27Q: 3 clusters Score -376936.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -376941.281250 Penalty: 4057.161377
	Iteration 28Q: 3 clusters Score -376941.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -376947.156250 Penalty: 4057.161377
	Iteration 29Q: 3 clusters Score -376947.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -376955.843750 Penalty: 4057.161377
	Iteration 30Q: 3 clusters Score -376955.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -376962.843750 Penalty: 4057.161377
	Iteration 31Q: 3 clusters Score -376962.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -376966.687500 Penalty: 4057.161377
	Iteration 32Q: 3 clusters Score -376966.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -376970.218750 Penalty: 4057.161377
	Iteration 33Q: 3 clusters Score -376970.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -376977.687500 Penalty: 4057.161377
	Iteration 34Q: 3 clusters Score -376977.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -376984.718750 Penalty: 4057.161377
	Iteration 35Q: 3 clusters Score -376984.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -376993.812500 Penalty: 4057.161377
	Iteration 36Q: 3 clusters Score -376993.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -377001.562500 Penalty: 4057.161377
	Iteration 37Q: 3 clusters Score -377001.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -377006.500000 Penalty: 4057.161377
	Iteration 38Q: 3 clusters Score -377006.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -377011.500000 Penalty: 4057.161377
	Iteration 39Q: 3 clusters Score -377011.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -377017.093750 Penalty: 4057.161377
	Iteration 40F: 3 clusters Score -377017.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -377021.500000 Penalty: 4057.161377
	Iteration 41Q: 3 clusters Score -377021.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -377024.250000 Penalty: 4057.161377
	Iteration 42Q: 3 clusters Score -377024.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -377026.125000 Penalty: 4057.161377
	Iteration 43Q: 3 clusters Score -377026.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -377027.250000 Penalty: 4057.161377
	Iteration 44Q: 3 clusters Score -377027.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -377029.718750 Penalty: 4057.161377
	Iteration 45Q: 3 clusters Score -377029.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -377032.156250 Penalty: 4057.161377
	Iteration 46Q: 3 clusters Score -377032.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -377033.843750 Penalty: 4057.161377
	Iteration 47Q: 3 clusters Score -377033.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -377034.062500 Penalty: 4057.161377
	Iteration 48Q: 3 clusters Score -377034.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -377034.562500 Penalty: 4057.161377
	Iteration 49Q: 3 clusters Score -377034.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -377034.250000 Penalty: 4057.161377
	Iteration 50Q: 3 clusters Score -377034.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -377034.843750 Penalty: 4057.161377
	Iteration 51Q: 3 clusters Score -377034.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -377035.125000 Penalty: 4057.161377
	Iteration 52Q: 3 clusters Score -377035.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -377035.125000 Penalty: 4057.161377
	Iteration 53F: 3 clusters Score -377035.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Entering Unmasked Estep 
Score: -744459.937500 Penalty: 2175.876221
	Iteration 0F: 2 clusters Score -744459.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -739026.812500 Penalty: 4351.752441
	Iteration 0F: 3 clusters Score -739026.8 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -740656.062500 Penalty: 4351.752441
	Iteration 1F: 3 clusters Score -740656.1 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -741365.937500 Penalty: 4351.752441
	Iteration 2F: 3 clusters Score -741365.9 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -742121.625000 Penalty: 4351.752441
	Iteration 3F: 3 clusters Score -742121.6 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -742790.000000 Penalty: 4351.752441
	Iteration 4F: 3 clusters Score -742790 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -743277.062500 Penalty: 4351.752441
	Iteration 5F: 3 clusters Score -743277.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -743565.437500 Penalty: 4351.752441
	Iteration 6F: 3 clusters Score -743565.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -743717.875000 Penalty: 4351.752441
	Iteration 7Q: 3 clusters Score -743717.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -743797.312500 Penalty: 4351.752441
	Iteration 8Q: 3 clusters Score -743797.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -743842.812500 Penalty: 4351.752441
	Iteration 9Q: 3 clusters Score -743842.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -743874.812500 Penalty: 4351.752441
	Iteration 10Q: 3 clusters Score -743874.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -743897.250000 Penalty: 4351.752441
	Iteration 11Q: 3 clusters Score -743897.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -743906.625000 Penalty: 4351.752441
	Iteration 12Q: 3 clusters Score -743906.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -743916.562500 Penalty: 4351.752441
	Iteration 13Q: 3 clusters Score -743916.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -743922.812500 Penalty: 4351.752441
	Iteration 14Q: 3 clusters Score -743922.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -743929.562500 Penalty: 4351.752441
	Iteration 15Q: 3 clusters Score -743929.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -743931.625000 Penalty: 4351.752441
	Iteration 16Q: 3 clusters Score -743931.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -743937.625000 Penalty: 4351.752441
	Iteration 17Q: 3 clusters Score -743937.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -743938.687500 Penalty: 4351.752441
	Iteration 18Q: 3 clusters Score -743938.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -743940.000000 Penalty: 4351.752441
	Iteration 19Q: 3 clusters Score -743940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -743942.187500 Penalty: 4351.752441
	Iteration 20F: 3 clusters Score -743942.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -743942.687500 Penalty: 4351.752441
	Iteration 21Q: 3 clusters Score -743942.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -743943.437500 Penalty: 4351.752441
	Iteration 22Q: 3 clusters Score -743943.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -743942.750000 Penalty: 4351.752441
	Iteration 23Q: 3 clusters Score -743942.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -743942.687500 Penalty: 4351.752441
	Iteration 24Q: 3 clusters Score -743942.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -743942.687500 Penalty: 4351.752441
	Iteration 25F: 3 clusters Score -743942.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Entering Unmasked Estep 
Score: -1258985.000000 Penalty: 2305.650391
	Iteration 0F: 2 clusters Score -1258985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1250747.625000 Penalty: 4611.300781
	Iteration 0F: 3 clusters Score -1250748 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1253638.250000 Penalty: 4611.300781
	Iteration 1F: 3 clusters Score -1253638 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1254307.000000 Penalty: 4611.300781
	Iteration 2F: 3 clusters Score -1254307 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1254912.500000 Penalty: 4611.300781
	Iteration 3F: 3 clusters Score -1254912 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1255424.625000 Penalty: 4611.300781
	Iteration 4F: 3 clusters Score -1255425 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1255810.250000 Penalty: 4611.300781
	Iteration 5F: 3 clusters Score -1255810 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1256104.125000 Penalty: 4611.300781
	Iteration 6Q: 3 clusters Score -1256104 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1256369.125000 Penalty: 4611.300781
	Iteration 7Q: 3 clusters Score -1256369 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1256563.125000 Penalty: 4611.300781
	Iteration 8Q: 3 clusters Score -1256563 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1256746.625000 Penalty: 4611.300781
	Iteration 9Q: 3 clusters Score -1256747 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1256933.875000 Penalty: 4611.300781
	Iteration 10Q: 3 clusters Score -1256934 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1257082.500000 Penalty: 4611.300781
	Iteration 11Q: 3 clusters Score -1257082 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1257187.875000 Penalty: 4611.300781
	Iteration 12Q: 3 clusters Score -1257188 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1257266.250000 Penalty: 4611.300781
	Iteration 13Q: 3 clusters Score -1257266 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1257338.125000 Penalty: 4611.300781
	Iteration 14Q: 3 clusters Score -1257338 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1257401.000000 Penalty: 4611.300781
	Iteration 15Q: 3 clusters Score -1257401 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1257454.125000 Penalty: 4611.300781
	Iteration 16Q: 3 clusters Score -1257454 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1257518.125000 Penalty: 4611.300781
	Iteration 17Q: 3 clusters Score -1257518 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1257572.625000 Penalty: 4611.300781
	Iteration 18Q: 3 clusters Score -1257573 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1257632.750000 Penalty: 4611.300781
	Iteration 19Q: 3 clusters Score -1257633 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1257677.750000 Penalty: 4611.300781
	Iteration 20F: 3 clusters Score -1257678 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1257701.250000 Penalty: 4611.300781
	Iteration 21Q: 3 clusters Score -1257701 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1257714.250000 Penalty: 4611.300781
	Iteration 22Q: 3 clusters Score -1257714 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1257733.375000 Penalty: 4611.300781
	Iteration 23Q: 3 clusters Score -1257733 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1257742.875000 Penalty: 4611.300781
	Iteration 24Q: 3 clusters Score -1257743 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1257750.500000 Penalty: 4611.300781
	Iteration 25Q: 3 clusters Score -1257750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1257758.500000 Penalty: 4611.300781
	Iteration 26Q: 3 clusters Score -1257758 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1257763.500000 Penalty: 4611.300781
	Iteration 27Q: 3 clusters Score -1257764 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1257769.750000 Penalty: 4611.300781
	Iteration 28Q: 3 clusters Score -1257770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1257772.375000 Penalty: 4611.300781
	Iteration 29Q: 3 clusters Score -1257772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1257778.875000 Penalty: 4611.300781
	Iteration 30Q: 3 clusters Score -1257779 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1257788.750000 Penalty: 4611.300781
	Iteration 31Q: 3 clusters Score -1257789 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1257792.875000 Penalty: 4611.300781
	Iteration 32Q: 3 clusters Score -1257793 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1257796.250000 Penalty: 4611.300781
	Iteration 33Q: 3 clusters Score -1257796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1257797.875000 Penalty: 4611.300781
	Iteration 34Q: 3 clusters Score -1257798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1257802.500000 Penalty: 4611.300781
	Iteration 35Q: 3 clusters Score -1257802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1257807.875000 Penalty: 4611.300781
	Iteration 36Q: 3 clusters Score -1257808 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1257817.500000 Penalty: 4611.300781
	Iteration 37Q: 3 clusters Score -1257818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1257821.625000 Penalty: 4611.300781
	Iteration 38Q: 3 clusters Score -1257822 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1257830.375000 Penalty: 4611.300781
	Iteration 39Q: 3 clusters Score -1257830 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1257848.625000 Penalty: 4611.300781
	Iteration 40F: 3 clusters Score -1257849 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1257872.375000 Penalty: 4611.300781
	Iteration 41Q: 3 clusters Score -1257872 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1257893.875000 Penalty: 4611.300781
	Iteration 42Q: 3 clusters Score -1257894 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1257924.125000 Penalty: 4611.300781
	Iteration 43Q: 3 clusters Score -1257924 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1257953.125000 Penalty: 4611.300781
	Iteration 44Q: 3 clusters Score -1257953 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1257983.875000 Penalty: 4611.300781
	Iteration 45Q: 3 clusters Score -1257984 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1258021.875000 Penalty: 4611.300781
	Iteration 46Q: 3 clusters Score -1258022 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1258063.000000 Penalty: 4611.300781
	Iteration 47Q: 3 clusters Score -1258063 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1258100.500000 Penalty: 4611.300781
	Iteration 48Q: 3 clusters Score -1258100 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1258122.125000 Penalty: 4611.300781
	Iteration 49Q: 3 clusters Score -1258122 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1258145.000000 Penalty: 4611.300781
	Iteration 50Q: 3 clusters Score -1258145 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1258157.125000 Penalty: 4611.300781
	Iteration 51Q: 3 clusters Score -1258157 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1258166.500000 Penalty: 4611.300781
	Iteration 52Q: 3 clusters Score -1258166 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1258176.250000 Penalty: 4611.300781
	Iteration 53Q: 3 clusters Score -1258176 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1258186.750000 Penalty: 4611.300781
	Iteration 54Q: 3 clusters Score -1258187 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1258192.375000 Penalty: 4611.300781
	Iteration 55Q: 3 clusters Score -1258192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1258196.125000 Penalty: 4611.300781
	Iteration 56Q: 3 clusters Score -1258196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1258199.750000 Penalty: 4611.300781
	Iteration 57Q: 3 clusters Score -1258200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1258205.000000 Penalty: 4611.300781
	Iteration 58Q: 3 clusters Score -1258205 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1258209.000000 Penalty: 4611.300781
	Iteration 59Q: 3 clusters Score -1258209 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1258216.000000 Penalty: 4611.300781
	Iteration 60F: 3 clusters Score -1258216 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1258219.500000 Penalty: 4611.300781
	Iteration 61Q: 3 clusters Score -1258220 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1258225.750000 Penalty: 4611.300781
	Iteration 62Q: 3 clusters Score -1258226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1258229.625000 Penalty: 4611.300781
	Iteration 63Q: 3 clusters Score -1258230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1258231.250000 Penalty: 4611.300781
	Iteration 64Q: 3 clusters Score -1258231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1258234.750000 Penalty: 4611.300781
	Iteration 65Q: 3 clusters Score -1258235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1258234.250000 Penalty: 4611.300781
	Iteration 66Q: 3 clusters Score -1258234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1258234.000000 Penalty: 4611.300781
	Iteration 67Q: 3 clusters Score -1258234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1258237.500000 Penalty: 4611.300781
	Iteration 68Q: 3 clusters Score -1258238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1258239.000000 Penalty: 4611.300781
	Iteration 69Q: 3 clusters Score -1258239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1258241.250000 Penalty: 4611.300781
	Iteration 70Q: 3 clusters Score -1258241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1258244.875000 Penalty: 4611.300781
	Iteration 71Q: 3 clusters Score -1258245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1258244.750000 Penalty: 4611.300781
	Iteration 72Q: 3 clusters Score -1258245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1258244.125000 Penalty: 4611.300781
	Iteration 73Q: 3 clusters Score -1258244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1258245.375000 Penalty: 4611.300781
	Iteration 74Q: 3 clusters Score -1258245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1258246.375000 Penalty: 4611.300781
	Iteration 75Q: 3 clusters Score -1258246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1258251.375000 Penalty: 4611.300781
	Iteration 76Q: 3 clusters Score -1258251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1258252.625000 Penalty: 4611.300781
	Iteration 77Q: 3 clusters Score -1258253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1258253.125000 Penalty: 4611.300781
	Iteration 78Q: 3 clusters Score -1258253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1258254.125000 Penalty: 4611.300781
	Iteration 79Q: 3 clusters Score -1258254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1258253.000000 Penalty: 4611.300781
	Iteration 80F: 3 clusters Score -1258253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1258254.875000 Penalty: 4611.300781
	Iteration 81Q: 3 clusters Score -1258255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1258253.250000 Penalty: 4611.300781
	Iteration 82Q: 3 clusters Score -1258253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1258254.625000 Penalty: 4611.300781
	Iteration 83Q: 3 clusters Score -1258255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1258255.750000 Penalty: 4611.300781
	Iteration 84Q: 3 clusters Score -1258256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1258264.250000 Penalty: 4611.300781
	Iteration 85Q: 3 clusters Score -1258264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1258264.875000 Penalty: 4611.300781
	Iteration 86Q: 3 clusters Score -1258265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1258269.000000 Penalty: 4611.300781
	Iteration 87Q: 3 clusters Score -1258269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1258269.500000 Penalty: 4611.300781
	Iteration 88Q: 3 clusters Score -1258270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1258270.125000 Penalty: 4611.300781
	Iteration 89Q: 3 clusters Score -1258270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1258270.750000 Penalty: 4611.300781
	Iteration 90Q: 3 clusters Score -1258271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1258270.125000 Penalty: 4611.300781
	Iteration 91Q: 3 clusters Score -1258270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1258270.125000 Penalty: 4611.300781
	Iteration 92F: 3 clusters Score -1258270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (54460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54460 members 
Entering Unmasked Estep 
Score: -6659384.000000 Penalty: 2704.495117
	Iteration 0F: 2 clusters Score -6659384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -6622724.000000 Penalty: 5408.990234
	Iteration 0F: 3 clusters Score -6622724 nChanged 25316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -6636959.000000 Penalty: 5408.990234
	Iteration 1F: 3 clusters Score -6636959 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28722 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -6637819.000000 Penalty: 5408.990234
	Iteration 2Q: 3 clusters Score -6637819 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -6638627.000000 Penalty: 5408.990234
	Iteration 3Q: 3 clusters Score -6638627 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -6639678.500000 Penalty: 5408.990234
	Iteration 4Q: 3 clusters Score -6639678 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33242 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -6640961.000000 Penalty: 5408.990234
	Iteration 5F: 3 clusters Score -6640961 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35743 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -6642570.500000 Penalty: 5408.990234
	Iteration 6F: 3 clusters Score -6642570 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38632 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -6644499.500000 Penalty: 5408.990234
	Iteration 7F: 3 clusters Score -6644500 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41906 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -6646862.000000 Penalty: 5408.990234
	Iteration 8F: 3 clusters Score -6646862 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45210 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -6649435.000000 Penalty: 5408.990234
	Iteration 9F: 3 clusters Score -6649435 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48273 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -6651955.000000 Penalty: 5408.990234
	Iteration 10F: 3 clusters Score -6651955 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50697 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -6654015.500000 Penalty: 5408.990234
	Iteration 11Q: 3 clusters Score -6654016 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52340 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -6655444.500000 Penalty: 5408.990234
	Iteration 12Q: 3 clusters Score -6655444 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53247 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -6656243.500000 Penalty: 5408.990234
	Iteration 13Q: 3 clusters Score -6656244 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53649 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -6656619.000000 Penalty: 5408.990234
	Iteration 14Q: 3 clusters Score -6656619 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53830 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -6656776.500000 Penalty: 5408.990234
	Iteration 15Q: 3 clusters Score -6656776 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53931 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -6656893.000000 Penalty: 5408.990234
	Iteration 16Q: 3 clusters Score -6656893 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53985 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -6656960.000000 Penalty: 5408.990234
	Iteration 17Q: 3 clusters Score -6656960 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54012 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -6657003.000000 Penalty: 5408.990234
	Iteration 18Q: 3 clusters Score -6657003 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54034 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -6657031.500000 Penalty: 5408.990234
	Iteration 19Q: 3 clusters Score -6657032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54045 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -6657044.000000 Penalty: 5408.990234
	Iteration 20F: 3 clusters Score -6657044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54051 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -6657057.500000 Penalty: 5408.990234
	Iteration 21Q: 3 clusters Score -6657058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54054 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -6657076.500000 Penalty: 5408.990234
	Iteration 22Q: 3 clusters Score -6657076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54053 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -6657073.000000 Penalty: 5408.990234
	Iteration 23Q: 3 clusters Score -6657073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54054 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -6657073.500000 Penalty: 5408.990234
	Iteration 24Q: 3 clusters Score -6657074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54056 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -6657074.500000 Penalty: 5408.990234
	Iteration 25Q: 3 clusters Score -6657074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54059 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -6657080.500000 Penalty: 5408.990234
	Iteration 26Q: 3 clusters Score -6657080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54062 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -6657084.000000 Penalty: 5408.990234
	Iteration 27Q: 3 clusters Score -6657084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54061 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -6657080.500000 Penalty: 5408.990234
	Iteration 28Q: 3 clusters Score -6657080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54061 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -6657084.000000 Penalty: 5408.990234
	Iteration 29Q: 3 clusters Score -6657084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54061 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -6657087.000000 Penalty: 5408.990234
	Iteration 30Q: 3 clusters Score -6657087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54061 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -6657087.000000 Penalty: 5408.990234
	Iteration 31F: 3 clusters Score -6657087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (24916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Entering Unmasked Estep 
Score: -3047354.250000 Penalty: 2510.569824
	Iteration 0F: 2 clusters Score -3047354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -3030080.250000 Penalty: 5021.139648
	Iteration 0F: 3 clusters Score -3030080 nChanged 11124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -3036078.500000 Penalty: 5021.139648
	Iteration 1F: 3 clusters Score -3036078 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -3036669.750000 Penalty: 5021.139648
	Iteration 2F: 3 clusters Score -3036670 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -3037307.250000 Penalty: 5021.139648
	Iteration 3F: 3 clusters Score -3037307 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -3038032.750000 Penalty: 5021.139648
	Iteration 4F: 3 clusters Score -3038033 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -3039038.000000 Penalty: 5021.139648
	Iteration 5F: 3 clusters Score -3039038 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -3040236.250000 Penalty: 5021.139648
	Iteration 6F: 3 clusters Score -3040236 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -3041708.000000 Penalty: 5021.139648
	Iteration 7F: 3 clusters Score -3041708 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -3043248.500000 Penalty: 5021.139648
	Iteration 8F: 3 clusters Score -3043248 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -3044486.750000 Penalty: 5021.139648
	Iteration 9F: 3 clusters Score -3044487 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -3045253.500000 Penalty: 5021.139648
	Iteration 10Q: 3 clusters Score -3045254 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -3045634.000000 Penalty: 5021.139648
	Iteration 11Q: 3 clusters Score -3045634 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -3045796.000000 Penalty: 5021.139648
	Iteration 12Q: 3 clusters Score -3045796 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -3045897.000000 Penalty: 5021.139648
	Iteration 13Q: 3 clusters Score -3045897 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -3045936.500000 Penalty: 5021.139648
	Iteration 14Q: 3 clusters Score -3045936 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -3045967.250000 Penalty: 5021.139648
	Iteration 15Q: 3 clusters Score -3045967 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -3045978.000000 Penalty: 5021.139648
	Iteration 16Q: 3 clusters Score -3045978 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -3045985.500000 Penalty: 5021.139648
	Iteration 17Q: 3 clusters Score -3045986 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -3045987.000000 Penalty: 5021.139648
	Iteration 18Q: 3 clusters Score -3045987 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -3045985.000000 Penalty: 5021.139648
	Iteration 19Q: 3 clusters Score -3045985 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -3045984.000000 Penalty: 5021.139648
	Iteration 20F: 3 clusters Score -3045984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -3045993.250000 Penalty: 5021.139648
	Iteration 21Q: 3 clusters Score -3045993 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -3045989.000000 Penalty: 5021.139648
	Iteration 22Q: 3 clusters Score -3045989 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -3045996.750000 Penalty: 5021.139648
	Iteration 23Q: 3 clusters Score -3045997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -3046000.750000 Penalty: 5021.139648
	Iteration 24Q: 3 clusters Score -3046001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -3046000.750000 Penalty: 5021.139648
	Iteration 25Q: 3 clusters Score -3046001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -3046004.750000 Penalty: 5021.139648
	Iteration 26Q: 3 clusters Score -3046005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -3046004.250000 Penalty: 5021.139648
	Iteration 27Q: 3 clusters Score -3046004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -3046006.000000 Penalty: 5021.139648
	Iteration 28Q: 3 clusters Score -3046006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -3046001.750000 Penalty: 5021.139648
	Iteration 29Q: 3 clusters Score -3046002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -3046002.750000 Penalty: 5021.139648
	Iteration 30Q: 3 clusters Score -3046003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -3046004.500000 Penalty: 5021.139648
	Iteration 31Q: 3 clusters Score -3046004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -3046003.000000 Penalty: 5021.139648
	Iteration 32Q: 3 clusters Score -3046003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -3046002.500000 Penalty: 5021.139648
	Iteration 33Q: 3 clusters Score -3046002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -3046001.000000 Penalty: 5021.139648
	Iteration 34Q: 3 clusters Score -3046001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -3045999.500000 Penalty: 5021.139648
	Iteration 35Q: 3 clusters Score -3046000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -3045999.500000 Penalty: 5021.139648
	Iteration 36F: 3 clusters Score -3046000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -50412.847656 Penalty: 1522.691406
	Iteration 0F: 2 clusters Score -50412.85 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 218 members 
Entering Unmasked Estep 
Score: -48948.941406 Penalty: 3045.382812
	Iteration 0F: 3 clusters Score -48948.94 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -49119.515625 Penalty: 3045.382812
	Iteration 1F: 3 clusters Score -49119.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -49159.203125 Penalty: 3045.382812
	Iteration 2Q: 3 clusters Score -49159.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -49185.531250 Penalty: 3045.382812
	Iteration 3Q: 3 clusters Score -49185.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -49211.035156 Penalty: 3045.382812
	Iteration 4Q: 3 clusters Score -49211.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -49231.656250 Penalty: 3045.382812
	Iteration 5Q: 3 clusters Score -49231.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -49249.074219 Penalty: 3045.382812
	Iteration 6Q: 3 clusters Score -49249.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -49260.828125 Penalty: 3045.382812
	Iteration 7Q: 3 clusters Score -49260.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -49263.179688 Penalty: 3045.382812
	Iteration 8Q: 3 clusters Score -49263.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -49271.410156 Penalty: 3045.382812
	Iteration 9Q: 3 clusters Score -49271.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -49279.312500 Penalty: 3045.382812
	Iteration 10Q: 3 clusters Score -49279.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -49288.171875 Penalty: 3045.382812
	Iteration 11Q: 3 clusters Score -49288.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -49290.042969 Penalty: 3045.382812
	Iteration 12Q: 3 clusters Score -49290.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -49291.535156 Penalty: 3045.382812
	Iteration 13Q: 3 clusters Score -49291.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -49291.535156 Penalty: 3045.382812
	Iteration 14F: 3 clusters Score -49291.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (130965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130965 members 
Entering Unmasked Estep 
Score: -15930380.000000 Penalty: 2922.105957
	Iteration 0F: 2 clusters Score -1.593038e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65388 members 
Mstep: Class 2 contains 65577 members 
Entering Unmasked Estep 
Score: -15842637.000000 Penalty: 5844.211914
	Iteration 0F: 3 clusters Score -1.584264e+07 nChanged 62511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63795 members 
Mstep: Class 2 contains 67170 members 
Entering Unmasked Estep 
Score: -15878817.000000 Penalty: 5844.211914
	Iteration 1F: 3 clusters Score -1.587882e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62733 members 
Mstep: Class 2 contains 68232 members 
Entering Unmasked Estep 
Score: -15880006.000000 Penalty: 5844.211914
	Iteration 2Q: 3 clusters Score -1.588001e+07 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61119 members 
Mstep: Class 2 contains 69846 members 
Entering Unmasked Estep 
Score: -15881349.000000 Penalty: 5844.211914
	Iteration 3Q: 3 clusters Score -1.588135e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58907 members 
Mstep: Class 2 contains 72058 members 
Entering Unmasked Estep 
Score: -15882979.000000 Penalty: 5844.211914
	Iteration 4Q: 3 clusters Score -1.588298e+07 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55893 members 
Mstep: Class 2 contains 75072 members 
Entering Unmasked Estep 
Score: -15884952.000000 Penalty: 5844.211914
	Iteration 5Q: 3 clusters Score -1.588495e+07 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51761 members 
Mstep: Class 2 contains 79204 members 
Entering Unmasked Estep 
Score: -15887604.000000 Penalty: 5844.211914
	Iteration 6Q: 3 clusters Score -1.58876e+07 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46396 members 
Mstep: Class 2 contains 84569 members 
Entering Unmasked Estep 
Score: -15891086.000000 Penalty: 5844.211914
	Iteration 7F: 3 clusters Score -1.589109e+07 nChanged 7478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39668 members 
Mstep: Class 2 contains 91297 members 
Entering Unmasked Estep 
Score: -15895817.000000 Penalty: 5844.211914
	Iteration 8F: 3 clusters Score -1.589582e+07 nChanged 7996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32048 members 
Mstep: Class 2 contains 98917 members 
Entering Unmasked Estep 
Score: -15901356.000000 Penalty: 5844.211914
	Iteration 9F: 3 clusters Score -1.590136e+07 nChanged 8114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 106919 members 
Entering Unmasked Estep 
Score: -15907594.000000 Penalty: 5844.211914
	Iteration 10F: 3 clusters Score -1.590759e+07 nChanged 7600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 114493 members 
Entering Unmasked Estep 
Score: -15913946.000000 Penalty: 5844.211914
	Iteration 11F: 3 clusters Score -1.591395e+07 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 120921 members 
Entering Unmasked Estep 
Score: -15919551.000000 Penalty: 5844.211914
	Iteration 12Q: 3 clusters Score -1.591955e+07 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 125548 members 
Entering Unmasked Estep 
Score: -15923465.000000 Penalty: 5844.211914
	Iteration 13Q: 3 clusters Score -1.592346e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 128308 members 
Entering Unmasked Estep 
Score: -15925789.000000 Penalty: 5844.211914
	Iteration 14Q: 3 clusters Score -1.592579e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 129659 members 
Entering Unmasked Estep 
Score: -15926870.000000 Penalty: 5844.211914
	Iteration 15Q: 3 clusters Score -1.592687e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 130214 members 
Entering Unmasked Estep 
Score: -15927296.000000 Penalty: 5844.211914
	Iteration 16Q: 3 clusters Score -1.59273e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 130430 members 
Entering Unmasked Estep 
Score: -15927511.000000 Penalty: 5844.211914
	Iteration 17Q: 3 clusters Score -1.592751e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 130538 members 
Entering Unmasked Estep 
Score: -15927617.000000 Penalty: 5844.211914
	Iteration 18Q: 3 clusters Score -1.592762e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 130592 members 
Entering Unmasked Estep 
Score: -15927692.000000 Penalty: 5844.211914
	Iteration 19Q: 3 clusters Score -1.592769e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 130626 members 
Entering Unmasked Estep 
Score: -15927765.000000 Penalty: 5844.211914
	Iteration 20F: 3 clusters Score -1.592776e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 130641 members 
Entering Unmasked Estep 
Score: -15927792.000000 Penalty: 5844.211914
	Iteration 21Q: 3 clusters Score -1.592779e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 130654 members 
Entering Unmasked Estep 
Score: -15927810.000000 Penalty: 5844.211914
	Iteration 22Q: 3 clusters Score -1.592781e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 130664 members 
Entering Unmasked Estep 
Score: -15927841.000000 Penalty: 5844.211914
	Iteration 23Q: 3 clusters Score -1.592784e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 130669 members 
Entering Unmasked Estep 
Score: -15927835.000000 Penalty: 5844.211914
	Iteration 24Q: 3 clusters Score -1.592784e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 130669 members 
Entering Unmasked Estep 
Score: -15927837.000000 Penalty: 5844.211914
	Iteration 25Q: 3 clusters Score -1.592784e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 130670 members 
Entering Unmasked Estep 
Score: -15927843.000000 Penalty: 5844.211914
	Iteration 26Q: 3 clusters Score -1.592784e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 130670 members 
Entering Unmasked Estep 
Score: -15927843.000000 Penalty: 5844.211914
	Iteration 27F: 3 clusters Score -1.592784e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (224256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224256 members 
Entering Unmasked Estep 
Score: -27630394.000000 Penalty: 3055.494629
	Iteration 0F: 2 clusters Score -2.763039e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112479 members 
Mstep: Class 2 contains 111777 members 
Entering Unmasked Estep 
Score: -27486210.000000 Penalty: 6110.989258
	Iteration 0F: 3 clusters Score -2.748621e+07 nChanged 107801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121692 members 
Mstep: Class 2 contains 102564 members 
Entering Unmasked Estep 
Score: -27549898.000000 Penalty: 6110.989258
	Iteration 1F: 3 clusters Score -2.75499e+07 nChanged 8697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127761 members 
Mstep: Class 2 contains 96495 members 
Entering Unmasked Estep 
Score: -27553110.000000 Penalty: 6110.989258
	Iteration 2Q: 3 clusters Score -2.755311e+07 nChanged 11303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136780 members 
Mstep: Class 2 contains 87476 members 
Entering Unmasked Estep 
Score: -27558390.000000 Penalty: 6110.989258
	Iteration 3F: 3 clusters Score -2.755839e+07 nChanged 14855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149735 members 
Mstep: Class 2 contains 74521 members 
Entering Unmasked Estep 
Score: -27567872.000000 Penalty: 6110.989258
	Iteration 4F: 3 clusters Score -2.756787e+07 nChanged 18029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166374 members 
Mstep: Class 2 contains 57882 members 
Entering Unmasked Estep 
Score: -27582264.000000 Penalty: 6110.989258
	Iteration 5F: 3 clusters Score -2.758226e+07 nChanged 18611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184189 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -27598214.000000 Penalty: 6110.989258
	Iteration 6F: 3 clusters Score -2.759821e+07 nChanged 15958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199797 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
Score: -27611664.000000 Penalty: 6110.989258
	Iteration 7F: 3 clusters Score -2.761166e+07 nChanged 10772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210413 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -27619918.000000 Penalty: 6110.989258
	Iteration 8Q: 3 clusters Score -2.761992e+07 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216342 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -27624032.000000 Penalty: 6110.989258
	Iteration 9Q: 3 clusters Score -2.762403e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219201 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -27626070.000000 Penalty: 6110.989258
	Iteration 10Q: 3 clusters Score -2.762607e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220565 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -27627208.000000 Penalty: 6110.989258
	Iteration 11Q: 3 clusters Score -2.762721e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221163 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -27627914.000000 Penalty: 6110.989258
	Iteration 12Q: 3 clusters Score -2.762791e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221425 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -27628160.000000 Penalty: 6110.989258
	Iteration 13Q: 3 clusters Score -2.762816e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221581 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -27628338.000000 Penalty: 6110.989258
	Iteration 14Q: 3 clusters Score -2.762834e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221698 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -27628432.000000 Penalty: 6110.989258
	Iteration 15Q: 3 clusters Score -2.762843e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221773 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -27628506.000000 Penalty: 6110.989258
	Iteration 16Q: 3 clusters Score -2.762851e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221821 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -27628540.000000 Penalty: 6110.989258
	Iteration 17Q: 3 clusters Score -2.762854e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221865 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -27628586.000000 Penalty: 6110.989258
	Iteration 18Q: 3 clusters Score -2.762859e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221904 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -27628596.000000 Penalty: 6110.989258
	Iteration 19Q: 3 clusters Score -2.76286e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221935 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -27628582.000000 Penalty: 6110.989258
	Iteration 20F: 3 clusters Score -2.762858e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221964 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -27628604.000000 Penalty: 6110.989258
	Iteration 21Q: 3 clusters Score -2.76286e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221994 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -27628638.000000 Penalty: 6110.989258
	Iteration 22Q: 3 clusters Score -2.762864e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222018 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -27628624.000000 Penalty: 6110.989258
	Iteration 23Q: 3 clusters Score -2.762862e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222039 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -27628618.000000 Penalty: 6110.989258
	Iteration 24Q: 3 clusters Score -2.762862e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222048 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -27628616.000000 Penalty: 6110.989258
	Iteration 25Q: 3 clusters Score -2.762862e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222061 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -27628626.000000 Penalty: 6110.989258
	Iteration 26Q: 3 clusters Score -2.762863e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222066 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -27628582.000000 Penalty: 6110.989258
	Iteration 27Q: 3 clusters Score -2.762858e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222072 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -27628596.000000 Penalty: 6110.989258
	Iteration 28Q: 3 clusters Score -2.76286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222074 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -27628592.000000 Penalty: 6110.989258
	Iteration 29Q: 3 clusters Score -2.762859e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222077 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -27628592.000000 Penalty: 6110.989258
	Iteration 30Q: 3 clusters Score -2.762859e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222082 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -27628594.000000 Penalty: 6110.989258
	Iteration 31Q: 3 clusters Score -2.762859e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222084 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -27628622.000000 Penalty: 6110.989258
	Iteration 32Q: 3 clusters Score -2.762862e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222085 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -27628624.000000 Penalty: 6110.989258
	Iteration 33Q: 3 clusters Score -2.762862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222087 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -27628618.000000 Penalty: 6110.989258
	Iteration 34Q: 3 clusters Score -2.762862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222086 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -27628618.000000 Penalty: 6110.989258
	Iteration 35Q: 3 clusters Score -2.762862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222085 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -27628628.000000 Penalty: 6110.989258
	Iteration 36Q: 3 clusters Score -2.762863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222082 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -27628618.000000 Penalty: 6110.989258
	Iteration 37Q: 3 clusters Score -2.762862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222080 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -27628610.000000 Penalty: 6110.989258
	Iteration 38Q: 3 clusters Score -2.762861e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222079 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -27628606.000000 Penalty: 6110.989258
	Iteration 39Q: 3 clusters Score -2.762861e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222079 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -27628606.000000 Penalty: 6110.989258
	Iteration 40F: 3 clusters Score -2.762861e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (21371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Entering Unmasked Estep 
Score: -2514238.750000 Penalty: 2472.508057
	Iteration 0F: 2 clusters Score -2514239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -2499305.000000 Penalty: 4945.016113
	Iteration 0F: 3 clusters Score -2499305 nChanged 9376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -2504451.000000 Penalty: 4945.016113
	Iteration 1F: 3 clusters Score -2504451 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -2504961.500000 Penalty: 4945.016113
	Iteration 2F: 3 clusters Score -2504962 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -2505426.000000 Penalty: 4945.016113
	Iteration 3F: 3 clusters Score -2505426 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -2505936.750000 Penalty: 4945.016113
	Iteration 4Q: 3 clusters Score -2505937 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -2506506.250000 Penalty: 4945.016113
	Iteration 5F: 3 clusters Score -2506506 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -2507112.000000 Penalty: 4945.016113
	Iteration 6F: 3 clusters Score -2507112 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -2507718.750000 Penalty: 4945.016113
	Iteration 7F: 3 clusters Score -2507719 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -2508322.000000 Penalty: 4945.016113
	Iteration 8F: 3 clusters Score -2508322 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -2508909.750000 Penalty: 4945.016113
	Iteration 9Q: 3 clusters Score -2508910 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -2509462.500000 Penalty: 4945.016113
	Iteration 10Q: 3 clusters Score -2509462 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -2510013.000000 Penalty: 4945.016113
	Iteration 11Q: 3 clusters Score -2510013 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -2510572.750000 Penalty: 4945.016113
	Iteration 12Q: 3 clusters Score -2510573 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -2511145.250000 Penalty: 4945.016113
	Iteration 13Q: 3 clusters Score -2511145 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -2511632.250000 Penalty: 4945.016113
	Iteration 14Q: 3 clusters Score -2511632 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -2511939.500000 Penalty: 4945.016113
	Iteration 15Q: 3 clusters Score -2511940 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -2512109.500000 Penalty: 4945.016113
	Iteration 16Q: 3 clusters Score -2512110 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -2512206.000000 Penalty: 4945.016113
	Iteration 17Q: 3 clusters Score -2512206 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -2512272.750000 Penalty: 4945.016113
	Iteration 18Q: 3 clusters Score -2512273 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -2512334.750000 Penalty: 4945.016113
	Iteration 19Q: 3 clusters Score -2512335 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2512365.750000 Penalty: 4945.016113
	Iteration 20F: 3 clusters Score -2512366 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2512382.750000 Penalty: 4945.016113
	Iteration 21Q: 3 clusters Score -2512383 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2512394.500000 Penalty: 4945.016113
	Iteration 22Q: 3 clusters Score -2512394 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2512402.000000 Penalty: 4945.016113
	Iteration 23Q: 3 clusters Score -2512402 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2512409.750000 Penalty: 4945.016113
	Iteration 24Q: 3 clusters Score -2512410 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2512420.000000 Penalty: 4945.016113
	Iteration 25Q: 3 clusters Score -2512420 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2512424.500000 Penalty: 4945.016113
	Iteration 26Q: 3 clusters Score -2512424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2512420.000000 Penalty: 4945.016113
	Iteration 27Q: 3 clusters Score -2512420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2512425.750000 Penalty: 4945.016113
	Iteration 28Q: 3 clusters Score -2512426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2512430.750000 Penalty: 4945.016113
	Iteration 29Q: 3 clusters Score -2512431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2512429.250000 Penalty: 4945.016113
	Iteration 30Q: 3 clusters Score -2512429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2512431.000000 Penalty: 4945.016113
	Iteration 31Q: 3 clusters Score -2512431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2512424.750000 Penalty: 4945.016113
	Iteration 32Q: 3 clusters Score -2512425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2512425.000000 Penalty: 4945.016113
	Iteration 33Q: 3 clusters Score -2512425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2512426.500000 Penalty: 4945.016113
	Iteration 34Q: 3 clusters Score -2512426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2512430.000000 Penalty: 4945.016113
	Iteration 35Q: 3 clusters Score -2512430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2512433.750000 Penalty: 4945.016113
	Iteration 36Q: 3 clusters Score -2512434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2512432.250000 Penalty: 4945.016113
	Iteration 37Q: 3 clusters Score -2512432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2512434.500000 Penalty: 4945.016113
	Iteration 38Q: 3 clusters Score -2512434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2512432.250000 Penalty: 4945.016113
	Iteration 39Q: 3 clusters Score -2512432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2512432.250000 Penalty: 4945.016113
	Iteration 40F: 3 clusters Score -2512432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Entering Unmasked Estep 
Score: -115864.687500 Penalty: 1728.973877
	Iteration 0F: 2 clusters Score -115864.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -113892.109375 Penalty: 3457.947754
	Iteration 0F: 3 clusters Score -113892.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -114228.335938 Penalty: 3457.947754
	Iteration 1F: 3 clusters Score -114228.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -114381.015625 Penalty: 3457.947754
	Iteration 2F: 3 clusters Score -114381 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -114524.976562 Penalty: 3457.947754
	Iteration 3F: 3 clusters Score -114525 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -114669.726562 Penalty: 3457.947754
	Iteration 4F: 3 clusters Score -114669.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -114803.445312 Penalty: 3457.947754
	Iteration 5Q: 3 clusters Score -114803.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -114955.695312 Penalty: 3457.947754
	Iteration 6F: 3 clusters Score -114955.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -115101.328125 Penalty: 3457.947754
	Iteration 7Q: 3 clusters Score -115101.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -115243.960938 Penalty: 3457.947754
	Iteration 8Q: 3 clusters Score -115244 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -115363.609375 Penalty: 3457.947754
	Iteration 9Q: 3 clusters Score -115363.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -115451.789062 Penalty: 3457.947754
	Iteration 10Q: 3 clusters Score -115451.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -115510.750000 Penalty: 3457.947754
	Iteration 11Q: 3 clusters Score -115510.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -115628.710938 Penalty: 3457.947754
	Iteration 12Q: 3 clusters Score -115628.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -115693.257812 Penalty: 3457.947754
	Iteration 13Q: 3 clusters Score -115693.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -115706.156250 Penalty: 3457.947754
	Iteration 14Q: 3 clusters Score -115706.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -115723.718750 Penalty: 3457.947754
	Iteration 15Q: 3 clusters Score -115723.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -115732.882812 Penalty: 3457.947754
	Iteration 16Q: 3 clusters Score -115732.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -115732.882812 Penalty: 3457.947754
	Iteration 17F: 3 clusters Score -115732.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Entering Unmasked Estep 
Score: -91473.093750 Penalty: 1688.093750
	Iteration 0F: 2 clusters Score -91473.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -89669.914062 Penalty: 3376.187500
	Iteration 0F: 3 clusters Score -89669.91 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -90032.468750 Penalty: 3376.187500
	Iteration 1F: 3 clusters Score -90032.47 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -90219.687500 Penalty: 3376.187500
	Iteration 2F: 3 clusters Score -90219.69 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -90404.656250 Penalty: 3376.187500
	Iteration 3F: 3 clusters Score -90404.66 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -90514.820312 Penalty: 3376.187500
	Iteration 4Q: 3 clusters Score -90514.82 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -90603.226562 Penalty: 3376.187500
	Iteration 5Q: 3 clusters Score -90603.23 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -90689.140625 Penalty: 3376.187500
	Iteration 6Q: 3 clusters Score -90689.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -90728.078125 Penalty: 3376.187500
	Iteration 7Q: 3 clusters Score -90728.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -90768.164062 Penalty: 3376.187500
	Iteration 8Q: 3 clusters Score -90768.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -90789.429688 Penalty: 3376.187500
	Iteration 9Q: 3 clusters Score -90789.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -90815.109375 Penalty: 3376.187500
	Iteration 10Q: 3 clusters Score -90815.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -90829.960938 Penalty: 3376.187500
	Iteration 11Q: 3 clusters Score -90829.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -90841.296875 Penalty: 3376.187500
	Iteration 12Q: 3 clusters Score -90841.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -90848.234375 Penalty: 3376.187500
	Iteration 13Q: 3 clusters Score -90848.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -90856.156250 Penalty: 3376.187500
	Iteration 14Q: 3 clusters Score -90856.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -90861.148438 Penalty: 3376.187500
	Iteration 15Q: 3 clusters Score -90861.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -90880.031250 Penalty: 3376.187500
	Iteration 16Q: 3 clusters Score -90880.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -90899.218750 Penalty: 3376.187500
	Iteration 17Q: 3 clusters Score -90899.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -90916.476562 Penalty: 3376.187500
	Iteration 18Q: 3 clusters Score -90916.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -90924.039062 Penalty: 3376.187500
	Iteration 19Q: 3 clusters Score -90924.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -90932.242188 Penalty: 3376.187500
	Iteration 20F: 3 clusters Score -90932.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -90952.296875 Penalty: 3376.187500
	Iteration 21Q: 3 clusters Score -90952.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -90967.875000 Penalty: 3376.187500
	Iteration 22Q: 3 clusters Score -90967.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -90973.539062 Penalty: 3376.187500
	Iteration 23Q: 3 clusters Score -90973.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -90977.125000 Penalty: 3376.187500
	Iteration 24Q: 3 clusters Score -90977.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -90981.046875 Penalty: 3376.187500
	Iteration 25Q: 3 clusters Score -90981.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -90984.007812 Penalty: 3376.187500
	Iteration 26Q: 3 clusters Score -90984.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -90985.500000 Penalty: 3376.187500
	Iteration 27Q: 3 clusters Score -90985.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -90989.460938 Penalty: 3376.187500
	Iteration 28Q: 3 clusters Score -90989.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -90992.492188 Penalty: 3376.187500
	Iteration 29Q: 3 clusters Score -90992.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -90994.820312 Penalty: 3376.187500
	Iteration 30Q: 3 clusters Score -90994.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -90997.726562 Penalty: 3376.187500
	Iteration 31Q: 3 clusters Score -90997.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -91007.171875 Penalty: 3376.187500
	Iteration 32Q: 3 clusters Score -91007.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -91019.679688 Penalty: 3376.187500
	Iteration 33Q: 3 clusters Score -91019.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -91024.773438 Penalty: 3376.187500
	Iteration 34Q: 3 clusters Score -91024.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -91024.773438 Penalty: 3376.187500
	Iteration 35F: 3 clusters Score -91024.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Entering Unmasked Estep 
Score: -48017.863281 Penalty: 1512.879150
	Iteration 0F: 2 clusters Score -48017.86 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 217 members 
Entering Unmasked Estep 
Score: -46543.453125 Penalty: 3025.758301
	Iteration 0F: 3 clusters Score -46543.45 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -46709.402344 Penalty: 3025.758301
	Iteration 1F: 3 clusters Score -46709.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -46772.035156 Penalty: 3025.758301
	Iteration 2Q: 3 clusters Score -46772.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -46805.082031 Penalty: 3025.758301
	Iteration 3Q: 3 clusters Score -46805.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -46816.875000 Penalty: 3025.758301
	Iteration 4Q: 3 clusters Score -46816.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -46822.207031 Penalty: 3025.758301
	Iteration 5Q: 3 clusters Score -46822.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -46823.042969 Penalty: 3025.758301
	Iteration 6Q: 3 clusters Score -46823.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -46824.937500 Penalty: 3025.758301
	Iteration 7Q: 3 clusters Score -46824.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -46824.937500 Penalty: 3025.758301
	Iteration 8F: 3 clusters Score -46824.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 8690 members 
Mstep: Class 3 contains 15261 members 
Mstep: Class 4 contains 183096 members 
Mstep: Class 5 contains 321074 members 
Mstep: Class 6 contains 8642 members 
Mstep: Class 7 contains 180913 members 
Mstep: Class 8 contains 16644 members 
Mstep: Class 9 contains 13115 members 
Mstep: Class 10 contains 14526 members 
Mstep: Class 11 contains 7537 members 
Mstep: Class 12 contains 18214 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3278 members 
Mstep: Class 15 contains 101660 members 
Mstep: Class 16 contains 184988 members 
Mstep: Class 17 contains 16458 members 
Mstep: Class 18 contains 83484 members 
Mstep: Class 19 contains 25736 members 
Mstep: Class 20 contains 120984 members 
Mstep: Class 21 contains 44171 members 
Mstep: Class 22 contains 52494 members 
Mstep: Class 23 contains 10995 members 
Mstep: Class 24 contains 29080 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12850 members 
Mstep: Class 27 contains 11209 members 
Mstep: Class 28 contains 5623 members 
Mstep: Class 29 contains 12205 members 
Mstep: Class 30 contains 3568 members 
Mstep: Class 31 contains 6462 members 
Mstep: Class 32 contains 10905 members 
Mstep: Class 33 contains 54460 members 
Mstep: Class 34 contains 24916 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 130965 members 
Mstep: Class 37 contains 224256 members 
Mstep: Class 38 contains 21371 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 904 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500720.000000 Penalty: 147473.906250
Iteration 479Q: 42 clusters Score -2.355007e+08 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 8690 members 
Mstep: Class 3 contains 15261 members 
Mstep: Class 4 contains 183089 members 
Mstep: Class 5 contains 321077 members 
Mstep: Class 6 contains 8642 members 
Mstep: Class 7 contains 180863 members 
Mstep: Class 8 contains 16649 members 
Mstep: Class 9 contains 13135 members 
Mstep: Class 10 contains 14524 members 
Mstep: Class 11 contains 7520 members 
Mstep: Class 12 contains 18207 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3277 members 
Mstep: Class 15 contains 101657 members 
Mstep: Class 16 contains 184981 members 
Mstep: Class 17 contains 16457 members 
Mstep: Class 18 contains 83482 members 
Mstep: Class 19 contains 25740 members 
Mstep: Class 20 contains 121039 members 
Mstep: Class 21 contains 44173 members 
Mstep: Class 22 contains 52486 members 
Mstep: Class 23 contains 11000 members 
Mstep: Class 24 contains 29080 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12848 members 
Mstep: Class 27 contains 11210 members 
Mstep: Class 28 contains 5622 members 
Mstep: Class 29 contains 12206 members 
Mstep: Class 30 contains 3578 members 
Mstep: Class 31 contains 6464 members 
Mstep: Class 32 contains 10905 members 
Mstep: Class 33 contains 54459 members 
Mstep: Class 34 contains 24923 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 130964 members 
Mstep: Class 37 contains 224255 members 
Mstep: Class 38 contains 21366 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 904 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500752.000000 Penalty: 147473.906250
Iteration 480F: 42 clusters Score -2.355008e+08 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 8690 members 
Mstep: Class 3 contains 15261 members 
Mstep: Class 4 contains 183080 members 
Mstep: Class 5 contains 321087 members 
Mstep: Class 6 contains 8642 members 
Mstep: Class 7 contains 180808 members 
Mstep: Class 8 contains 16653 members 
Mstep: Class 9 contains 13155 members 
Mstep: Class 10 contains 14525 members 
Mstep: Class 11 contains 7512 members 
Mstep: Class 12 contains 18204 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3278 members 
Mstep: Class 15 contains 101659 members 
Mstep: Class 16 contains 184968 members 
Mstep: Class 17 contains 16456 members 
Mstep: Class 18 contains 83481 members 
Mstep: Class 19 contains 25746 members 
Mstep: Class 20 contains 121095 members 
Mstep: Class 21 contains 44175 members 
Mstep: Class 22 contains 52469 members 
Mstep: Class 23 contains 11002 members 
Mstep: Class 24 contains 29077 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12849 members 
Mstep: Class 27 contains 11209 members 
Mstep: Class 28 contains 5623 members 
Mstep: Class 29 contains 12208 members 
Mstep: Class 30 contains 3587 members 
Mstep: Class 31 contains 6466 members 
Mstep: Class 32 contains 10904 members 
Mstep: Class 33 contains 54457 members 
Mstep: Class 34 contains 24922 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 130955 members 
Mstep: Class 37 contains 224262 members 
Mstep: Class 38 contains 21363 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 905 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235500976.000000 Penalty: 147473.906250
Iteration 481Q: 42 clusters Score -2.35501e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 8693 members 
Mstep: Class 3 contains 15259 members 
Mstep: Class 4 contains 183060 members 
Mstep: Class 5 contains 321090 members 
Mstep: Class 6 contains 8641 members 
Mstep: Class 7 contains 180763 members 
Mstep: Class 8 contains 16656 members 
Mstep: Class 9 contains 13173 members 
Mstep: Class 10 contains 14525 members 
Mstep: Class 11 contains 7508 members 
Mstep: Class 12 contains 18200 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3281 members 
Mstep: Class 15 contains 101661 members 
Mstep: Class 16 contains 184953 members 
Mstep: Class 17 contains 16456 members 
Mstep: Class 18 contains 83479 members 
Mstep: Class 19 contains 25748 members 
Mstep: Class 20 contains 121141 members 
Mstep: Class 21 contains 44175 members 
Mstep: Class 22 contains 52467 members 
Mstep: Class 23 contains 11006 members 
Mstep: Class 24 contains 29078 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12848 members 
Mstep: Class 27 contains 11211 members 
Mstep: Class 28 contains 5622 members 
Mstep: Class 29 contains 12209 members 
Mstep: Class 30 contains 3595 members 
Mstep: Class 31 contains 6462 members 
Mstep: Class 32 contains 10903 members 
Mstep: Class 33 contains 54458 members 
Mstep: Class 34 contains 24923 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 130948 members 
Mstep: Class 37 contains 224276 members 
Mstep: Class 38 contains 21361 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 904 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235501296.000000 Penalty: 147473.906250
Iteration 482Q: 42 clusters Score -2.355013e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 8694 members 
Mstep: Class 3 contains 15257 members 
Mstep: Class 4 contains 183050 members 
Mstep: Class 5 contains 321096 members 
Mstep: Class 6 contains 8641 members 
Mstep: Class 7 contains 180710 members 
Mstep: Class 8 contains 16656 members 
Mstep: Class 9 contains 13184 members 
Mstep: Class 10 contains 14523 members 
Mstep: Class 11 contains 7496 members 
Mstep: Class 12 contains 18198 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3282 members 
Mstep: Class 15 contains 101662 members 
Mstep: Class 16 contains 184947 members 
Mstep: Class 17 contains 16454 members 
Mstep: Class 18 contains 83477 members 
Mstep: Class 19 contains 25749 members 
Mstep: Class 20 contains 121194 members 
Mstep: Class 21 contains 44175 members 
Mstep: Class 22 contains 52467 members 
Mstep: Class 23 contains 11007 members 
Mstep: Class 24 contains 29078 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12850 members 
Mstep: Class 27 contains 11213 members 
Mstep: Class 28 contains 5620 members 
Mstep: Class 29 contains 12209 members 
Mstep: Class 30 contains 3599 members 
Mstep: Class 31 contains 6464 members 
Mstep: Class 32 contains 10901 members 
Mstep: Class 33 contains 54461 members 
Mstep: Class 34 contains 24929 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 130946 members 
Mstep: Class 37 contains 224282 members 
Mstep: Class 38 contains 21359 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 903 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235501104.000000 Penalty: 147473.906250
Iteration 483Q: 42 clusters Score -2.355011e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 8694 members 
Mstep: Class 3 contains 15257 members 
Mstep: Class 4 contains 183039 members 
Mstep: Class 5 contains 321093 members 
Mstep: Class 6 contains 8639 members 
Mstep: Class 7 contains 180651 members 
Mstep: Class 8 contains 16658 members 
Mstep: Class 9 contains 13197 members 
Mstep: Class 10 contains 14523 members 
Mstep: Class 11 contains 7484 members 
Mstep: Class 12 contains 18197 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3282 members 
Mstep: Class 15 contains 101664 members 
Mstep: Class 16 contains 184937 members 
Mstep: Class 17 contains 16455 members 
Mstep: Class 18 contains 83476 members 
Mstep: Class 19 contains 25752 members 
Mstep: Class 20 contains 121230 members 
Mstep: Class 21 contains 44177 members 
Mstep: Class 22 contains 52451 members 
Mstep: Class 23 contains 11008 members 
Mstep: Class 24 contains 29077 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12853 members 
Mstep: Class 27 contains 11214 members 
Mstep: Class 28 contains 5621 members 
Mstep: Class 29 contains 12210 members 
Mstep: Class 30 contains 3604 members 
Mstep: Class 31 contains 6474 members 
Mstep: Class 32 contains 10898 members 
Mstep: Class 33 contains 54458 members 
Mstep: Class 34 contains 24939 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 130943 members 
Mstep: Class 37 contains 224322 members 
Mstep: Class 38 contains 21356 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 902 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235501248.000000 Penalty: 147473.906250
Iteration 484Q: 42 clusters Score -2.355012e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 8694 members 
Mstep: Class 3 contains 15254 members 
Mstep: Class 4 contains 183037 members 
Mstep: Class 5 contains 321093 members 
Mstep: Class 6 contains 8639 members 
Mstep: Class 7 contains 180605 members 
Mstep: Class 8 contains 16655 members 
Mstep: Class 9 contains 13207 members 
Mstep: Class 10 contains 14527 members 
Mstep: Class 11 contains 7475 members 
Mstep: Class 12 contains 18186 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3283 members 
Mstep: Class 15 contains 101665 members 
Mstep: Class 16 contains 184922 members 
Mstep: Class 17 contains 16454 members 
Mstep: Class 18 contains 83478 members 
Mstep: Class 19 contains 25755 members 
Mstep: Class 20 contains 121269 members 
Mstep: Class 21 contains 44177 members 
Mstep: Class 22 contains 52435 members 
Mstep: Class 23 contains 11007 members 
Mstep: Class 24 contains 29075 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12853 members 
Mstep: Class 27 contains 11214 members 
Mstep: Class 28 contains 5621 members 
Mstep: Class 29 contains 12209 members 
Mstep: Class 30 contains 3609 members 
Mstep: Class 31 contains 6484 members 
Mstep: Class 32 contains 10899 members 
Mstep: Class 33 contains 54458 members 
Mstep: Class 34 contains 24946 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 130948 members 
Mstep: Class 37 contains 224343 members 
Mstep: Class 38 contains 21357 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 903 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235501216.000000 Penalty: 147473.906250
Iteration 485Q: 42 clusters Score -2.355012e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 8696 members 
Mstep: Class 3 contains 15252 members 
Mstep: Class 4 contains 183034 members 
Mstep: Class 5 contains 321103 members 
Mstep: Class 6 contains 8640 members 
Mstep: Class 7 contains 180549 members 
Mstep: Class 8 contains 16653 members 
Mstep: Class 9 contains 13218 members 
Mstep: Class 10 contains 14528 members 
Mstep: Class 11 contains 7474 members 
Mstep: Class 12 contains 18176 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3286 members 
Mstep: Class 15 contains 101665 members 
Mstep: Class 16 contains 184899 members 
Mstep: Class 17 contains 16454 members 
Mstep: Class 18 contains 83478 members 
Mstep: Class 19 contains 25755 members 
Mstep: Class 20 contains 121308 members 
Mstep: Class 21 contains 44177 members 
Mstep: Class 22 contains 52432 members 
Mstep: Class 23 contains 11011 members 
Mstep: Class 24 contains 29071 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12854 members 
Mstep: Class 27 contains 11213 members 
Mstep: Class 28 contains 5622 members 
Mstep: Class 29 contains 12208 members 
Mstep: Class 30 contains 3613 members 
Mstep: Class 31 contains 6483 members 
Mstep: Class 32 contains 10901 members 
Mstep: Class 33 contains 54455 members 
Mstep: Class 34 contains 24951 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 130946 members 
Mstep: Class 37 contains 224369 members 
Mstep: Class 38 contains 21358 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 902 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235501456.000000 Penalty: 147473.906250
Iteration 486Q: 42 clusters Score -2.355015e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 8697 members 
Mstep: Class 3 contains 15242 members 
Mstep: Class 4 contains 183024 members 
Mstep: Class 5 contains 321114 members 
Mstep: Class 6 contains 8642 members 
Mstep: Class 7 contains 180496 members 
Mstep: Class 8 contains 16655 members 
Mstep: Class 9 contains 13227 members 
Mstep: Class 10 contains 14528 members 
Mstep: Class 11 contains 7467 members 
Mstep: Class 12 contains 18170 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3286 members 
Mstep: Class 15 contains 101665 members 
Mstep: Class 16 contains 184874 members 
Mstep: Class 17 contains 16453 members 
Mstep: Class 18 contains 83480 members 
Mstep: Class 19 contains 25755 members 
Mstep: Class 20 contains 121335 members 
Mstep: Class 21 contains 44177 members 
Mstep: Class 22 contains 52421 members 
Mstep: Class 23 contains 11013 members 
Mstep: Class 24 contains 29068 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12855 members 
Mstep: Class 27 contains 11209 members 
Mstep: Class 28 contains 5624 members 
Mstep: Class 29 contains 12211 members 
Mstep: Class 30 contains 3629 members 
Mstep: Class 31 contains 6492 members 
Mstep: Class 32 contains 10902 members 
Mstep: Class 33 contains 54454 members 
Mstep: Class 34 contains 24956 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 130947 members 
Mstep: Class 37 contains 224405 members 
Mstep: Class 38 contains 21359 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 902 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235501408.000000 Penalty: 147473.906250
Iteration 487Q: 42 clusters Score -2.355014e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 8697 members 
Mstep: Class 3 contains 15236 members 
Mstep: Class 4 contains 183014 members 
Mstep: Class 5 contains 321112 members 
Mstep: Class 6 contains 8641 members 
Mstep: Class 7 contains 180461 members 
Mstep: Class 8 contains 16658 members 
Mstep: Class 9 contains 13228 members 
Mstep: Class 10 contains 14529 members 
Mstep: Class 11 contains 7454 members 
Mstep: Class 12 contains 18165 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3285 members 
Mstep: Class 15 contains 101664 members 
Mstep: Class 16 contains 184865 members 
Mstep: Class 17 contains 16453 members 
Mstep: Class 18 contains 83480 members 
Mstep: Class 19 contains 25757 members 
Mstep: Class 20 contains 121365 members 
Mstep: Class 21 contains 44175 members 
Mstep: Class 22 contains 52417 members 
Mstep: Class 23 contains 11006 members 
Mstep: Class 24 contains 29066 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12861 members 
Mstep: Class 27 contains 11209 members 
Mstep: Class 28 contains 5625 members 
Mstep: Class 29 contains 12210 members 
Mstep: Class 30 contains 3645 members 
Mstep: Class 31 contains 6501 members 
Mstep: Class 32 contains 10905 members 
Mstep: Class 33 contains 54457 members 
Mstep: Class 34 contains 24963 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 130944 members 
Mstep: Class 37 contains 224430 members 
Mstep: Class 38 contains 21355 members 
Mstep: Class 39 contains 1065 members 
Mstep: Class 40 contains 902 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235501520.000000 Penalty: 147473.906250
Iteration 488Q: 42 clusters Score -2.355015e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 8698 members 
Mstep: Class 3 contains 15234 members 
Mstep: Class 4 contains 183008 members 
Mstep: Class 5 contains 321116 members 
Mstep: Class 6 contains 8641 members 
Mstep: Class 7 contains 180407 members 
Mstep: Class 8 contains 16665 members 
Mstep: Class 9 contains 13234 members 
Mstep: Class 10 contains 14527 members 
Mstep: Class 11 contains 7430 members 
Mstep: Class 12 contains 18168 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3285 members 
Mstep: Class 15 contains 101665 members 
Mstep: Class 16 contains 184852 members 
Mstep: Class 17 contains 16451 members 
Mstep: Class 18 contains 83483 members 
Mstep: Class 19 contains 25756 members 
Mstep: Class 20 contains 121394 members 
Mstep: Class 21 contains 44176 members 
Mstep: Class 22 contains 52415 members 
Mstep: Class 23 contains 11006 members 
Mstep: Class 24 contains 29066 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12861 members 
Mstep: Class 27 contains 11214 members 
Mstep: Class 28 contains 5625 members 
Mstep: Class 29 contains 12209 members 
Mstep: Class 30 contains 3654 members 
Mstep: Class 31 contains 6506 members 
Mstep: Class 32 contains 10907 members 
Mstep: Class 33 contains 54464 members 
Mstep: Class 34 contains 24963 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 130936 members 
Mstep: Class 37 contains 224458 members 
Mstep: Class 38 contains 21357 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 902 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235501856.000000 Penalty: 147473.906250
Iteration 489Q: 42 clusters Score -2.355019e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 8699 members 
Mstep: Class 3 contains 15232 members 
Mstep: Class 4 contains 183010 members 
Mstep: Class 5 contains 321118 members 
Mstep: Class 6 contains 8640 members 
Mstep: Class 7 contains 180355 members 
Mstep: Class 8 contains 16669 members 
Mstep: Class 9 contains 13236 members 
Mstep: Class 10 contains 14527 members 
Mstep: Class 11 contains 7422 members 
Mstep: Class 12 contains 18167 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3285 members 
Mstep: Class 15 contains 101666 members 
Mstep: Class 16 contains 184841 members 
Mstep: Class 17 contains 16452 members 
Mstep: Class 18 contains 83485 members 
Mstep: Class 19 contains 25758 members 
Mstep: Class 20 contains 121421 members 
Mstep: Class 21 contains 44176 members 
Mstep: Class 22 contains 52410 members 
Mstep: Class 23 contains 11009 members 
Mstep: Class 24 contains 29061 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12860 members 
Mstep: Class 27 contains 11216 members 
Mstep: Class 28 contains 5626 members 
Mstep: Class 29 contains 12208 members 
Mstep: Class 30 contains 3659 members 
Mstep: Class 31 contains 6505 members 
Mstep: Class 32 contains 10910 members 
Mstep: Class 33 contains 54470 members 
Mstep: Class 34 contains 24979 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 130933 members 
Mstep: Class 37 contains 224472 members 
Mstep: Class 38 contains 21354 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 902 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235501376.000000 Penalty: 147473.906250
Iteration 490Q: 42 clusters Score -2.355014e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 8700 members 
Mstep: Class 3 contains 15232 members 
Mstep: Class 4 contains 183010 members 
Mstep: Class 5 contains 321117 members 
Mstep: Class 6 contains 8639 members 
Mstep: Class 7 contains 180303 members 
Mstep: Class 8 contains 16671 members 
Mstep: Class 9 contains 13240 members 
Mstep: Class 10 contains 14530 members 
Mstep: Class 11 contains 7412 members 
Mstep: Class 12 contains 18157 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3285 members 
Mstep: Class 15 contains 101668 members 
Mstep: Class 16 contains 184829 members 
Mstep: Class 17 contains 16451 members 
Mstep: Class 18 contains 83485 members 
Mstep: Class 19 contains 25758 members 
Mstep: Class 20 contains 121454 members 
Mstep: Class 21 contains 44174 members 
Mstep: Class 22 contains 52406 members 
Mstep: Class 23 contains 11011 members 
Mstep: Class 24 contains 29056 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12859 members 
Mstep: Class 27 contains 11219 members 
Mstep: Class 28 contains 5629 members 
Mstep: Class 29 contains 12210 members 
Mstep: Class 30 contains 3665 members 
Mstep: Class 31 contains 6509 members 
Mstep: Class 32 contains 10910 members 
Mstep: Class 33 contains 54471 members 
Mstep: Class 34 contains 24991 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 130930 members 
Mstep: Class 37 contains 224498 members 
Mstep: Class 38 contains 21352 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 902 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235501440.000000 Penalty: 147473.906250
Iteration 491Q: 42 clusters Score -2.355014e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 8701 members 
Mstep: Class 3 contains 15231 members 
Mstep: Class 4 contains 182993 members 
Mstep: Class 5 contains 321126 members 
Mstep: Class 6 contains 8638 members 
Mstep: Class 7 contains 180262 members 
Mstep: Class 8 contains 16677 members 
Mstep: Class 9 contains 13241 members 
Mstep: Class 10 contains 14527 members 
Mstep: Class 11 contains 7399 members 
Mstep: Class 12 contains 18147 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3285 members 
Mstep: Class 15 contains 101666 members 
Mstep: Class 16 contains 184812 members 
Mstep: Class 17 contains 16452 members 
Mstep: Class 18 contains 83488 members 
Mstep: Class 19 contains 25758 members 
Mstep: Class 20 contains 121494 members 
Mstep: Class 21 contains 44172 members 
Mstep: Class 22 contains 52395 members 
Mstep: Class 23 contains 11010 members 
Mstep: Class 24 contains 29053 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12858 members 
Mstep: Class 27 contains 11221 members 
Mstep: Class 28 contains 5630 members 
Mstep: Class 29 contains 12211 members 
Mstep: Class 30 contains 3668 members 
Mstep: Class 31 contains 6517 members 
Mstep: Class 32 contains 10912 members 
Mstep: Class 33 contains 54474 members 
Mstep: Class 34 contains 25004 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 130935 members 
Mstep: Class 37 contains 224520 members 
Mstep: Class 38 contains 21352 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 903 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235501328.000000 Penalty: 147473.906250
Iteration 492Q: 42 clusters Score -2.355013e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 8702 members 
Mstep: Class 3 contains 15231 members 
Mstep: Class 4 contains 182976 members 
Mstep: Class 5 contains 321128 members 
Mstep: Class 6 contains 8638 members 
Mstep: Class 7 contains 180237 members 
Mstep: Class 8 contains 16678 members 
Mstep: Class 9 contains 13249 members 
Mstep: Class 10 contains 14526 members 
Mstep: Class 11 contains 7390 members 
Mstep: Class 12 contains 18142 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3285 members 
Mstep: Class 15 contains 101668 members 
Mstep: Class 16 contains 184792 members 
Mstep: Class 17 contains 16453 members 
Mstep: Class 18 contains 83494 members 
Mstep: Class 19 contains 25760 members 
Mstep: Class 20 contains 121540 members 
Mstep: Class 21 contains 44169 members 
Mstep: Class 22 contains 52400 members 
Mstep: Class 23 contains 11015 members 
Mstep: Class 24 contains 29047 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12859 members 
Mstep: Class 27 contains 11221 members 
Mstep: Class 28 contains 5630 members 
Mstep: Class 29 contains 12210 members 
Mstep: Class 30 contains 3668 members 
Mstep: Class 31 contains 6514 members 
Mstep: Class 32 contains 10910 members 
Mstep: Class 33 contains 54472 members 
Mstep: Class 34 contains 25016 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 130941 members 
Mstep: Class 37 contains 224515 members 
Mstep: Class 38 contains 21351 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 903 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235501696.000000 Penalty: 147473.906250
Iteration 493Q: 42 clusters Score -2.355017e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 8703 members 
Mstep: Class 3 contains 15232 members 
Mstep: Class 4 contains 182955 members 
Mstep: Class 5 contains 321130 members 
Mstep: Class 6 contains 8636 members 
Mstep: Class 7 contains 180222 members 
Mstep: Class 8 contains 16678 members 
Mstep: Class 9 contains 13257 members 
Mstep: Class 10 contains 14528 members 
Mstep: Class 11 contains 7370 members 
Mstep: Class 12 contains 18132 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3285 members 
Mstep: Class 15 contains 101668 members 
Mstep: Class 16 contains 184777 members 
Mstep: Class 17 contains 16453 members 
Mstep: Class 18 contains 83497 members 
Mstep: Class 19 contains 25764 members 
Mstep: Class 20 contains 121576 members 
Mstep: Class 21 contains 44166 members 
Mstep: Class 22 contains 52392 members 
Mstep: Class 23 contains 11023 members 
Mstep: Class 24 contains 29043 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12858 members 
Mstep: Class 27 contains 11222 members 
Mstep: Class 28 contains 5629 members 
Mstep: Class 29 contains 12209 members 
Mstep: Class 30 contains 3674 members 
Mstep: Class 31 contains 6517 members 
Mstep: Class 32 contains 10910 members 
Mstep: Class 33 contains 54471 members 
Mstep: Class 34 contains 25030 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 130943 members 
Mstep: Class 37 contains 224528 members 
Mstep: Class 38 contains 21349 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 903 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235501536.000000 Penalty: 147473.906250
Iteration 494Q: 42 clusters Score -2.355015e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 8700 members 
Mstep: Class 3 contains 15232 members 
Mstep: Class 4 contains 182940 members 
Mstep: Class 5 contains 321140 members 
Mstep: Class 6 contains 8637 members 
Mstep: Class 7 contains 180207 members 
Mstep: Class 8 contains 16677 members 
Mstep: Class 9 contains 13268 members 
Mstep: Class 10 contains 14530 members 
Mstep: Class 11 contains 7362 members 
Mstep: Class 12 contains 18123 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3285 members 
Mstep: Class 15 contains 101667 members 
Mstep: Class 16 contains 184760 members 
Mstep: Class 17 contains 16453 members 
Mstep: Class 18 contains 83497 members 
Mstep: Class 19 contains 25760 members 
Mstep: Class 20 contains 121607 members 
Mstep: Class 21 contains 44164 members 
Mstep: Class 22 contains 52388 members 
Mstep: Class 23 contains 11024 members 
Mstep: Class 24 contains 29041 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12859 members 
Mstep: Class 27 contains 11222 members 
Mstep: Class 28 contains 5630 members 
Mstep: Class 29 contains 12206 members 
Mstep: Class 30 contains 3678 members 
Mstep: Class 31 contains 6521 members 
Mstep: Class 32 contains 10910 members 
Mstep: Class 33 contains 54469 members 
Mstep: Class 34 contains 25046 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 130945 members 
Mstep: Class 37 contains 224533 members 
Mstep: Class 38 contains 21346 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 904 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235501600.000000 Penalty: 147473.906250
Iteration 495Q: 42 clusters Score -2.355016e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 8700 members 
Mstep: Class 3 contains 15232 members 
Mstep: Class 4 contains 182916 members 
Mstep: Class 5 contains 321147 members 
Mstep: Class 6 contains 8637 members 
Mstep: Class 7 contains 180192 members 
Mstep: Class 8 contains 16676 members 
Mstep: Class 9 contains 13275 members 
Mstep: Class 10 contains 14532 members 
Mstep: Class 11 contains 7356 members 
Mstep: Class 12 contains 18110 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3286 members 
Mstep: Class 15 contains 101666 members 
Mstep: Class 16 contains 184746 members 
Mstep: Class 17 contains 16454 members 
Mstep: Class 18 contains 83497 members 
Mstep: Class 19 contains 25761 members 
Mstep: Class 20 contains 121647 members 
Mstep: Class 21 contains 44161 members 
Mstep: Class 22 contains 52368 members 
Mstep: Class 23 contains 11026 members 
Mstep: Class 24 contains 29036 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12858 members 
Mstep: Class 27 contains 11222 members 
Mstep: Class 28 contains 5630 members 
Mstep: Class 29 contains 12206 members 
Mstep: Class 30 contains 3680 members 
Mstep: Class 31 contains 6531 members 
Mstep: Class 32 contains 10911 members 
Mstep: Class 33 contains 54471 members 
Mstep: Class 34 contains 25063 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 130945 members 
Mstep: Class 37 contains 224544 members 
Mstep: Class 38 contains 21345 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 904 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235501504.000000 Penalty: 147473.906250
Iteration 496Q: 42 clusters Score -2.355015e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 8700 members 
Mstep: Class 3 contains 15232 members 
Mstep: Class 4 contains 182896 members 
Mstep: Class 5 contains 321146 members 
Mstep: Class 6 contains 8637 members 
Mstep: Class 7 contains 180157 members 
Mstep: Class 8 contains 16676 members 
Mstep: Class 9 contains 13286 members 
Mstep: Class 10 contains 14533 members 
Mstep: Class 11 contains 7355 members 
Mstep: Class 12 contains 18095 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3286 members 
Mstep: Class 15 contains 101662 members 
Mstep: Class 16 contains 184735 members 
Mstep: Class 17 contains 16455 members 
Mstep: Class 18 contains 83497 members 
Mstep: Class 19 contains 25763 members 
Mstep: Class 20 contains 121668 members 
Mstep: Class 21 contains 44159 members 
Mstep: Class 22 contains 52358 members 
Mstep: Class 23 contains 11027 members 
Mstep: Class 24 contains 29035 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12858 members 
Mstep: Class 27 contains 11223 members 
Mstep: Class 28 contains 5631 members 
Mstep: Class 29 contains 12206 members 
Mstep: Class 30 contains 3679 members 
Mstep: Class 31 contains 6540 members 
Mstep: Class 32 contains 10912 members 
Mstep: Class 33 contains 54471 members 
Mstep: Class 34 contains 25085 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 130942 members 
Mstep: Class 37 contains 224577 members 
Mstep: Class 38 contains 21345 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 904 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235501712.000000 Penalty: 147473.906250
Iteration 497Q: 42 clusters Score -2.355017e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 8698 members 
Mstep: Class 3 contains 15233 members 
Mstep: Class 4 contains 182876 members 
Mstep: Class 5 contains 321150 members 
Mstep: Class 6 contains 8638 members 
Mstep: Class 7 contains 180107 members 
Mstep: Class 8 contains 16674 members 
Mstep: Class 9 contains 13297 members 
Mstep: Class 10 contains 14533 members 
Mstep: Class 11 contains 7354 members 
Mstep: Class 12 contains 18075 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3286 members 
Mstep: Class 15 contains 101661 members 
Mstep: Class 16 contains 184721 members 
Mstep: Class 17 contains 16456 members 
Mstep: Class 18 contains 83500 members 
Mstep: Class 19 contains 25763 members 
Mstep: Class 20 contains 121691 members 
Mstep: Class 21 contains 44160 members 
Mstep: Class 22 contains 52348 members 
Mstep: Class 23 contains 11028 members 
Mstep: Class 24 contains 29036 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12858 members 
Mstep: Class 27 contains 11226 members 
Mstep: Class 28 contains 5632 members 
Mstep: Class 29 contains 12206 members 
Mstep: Class 30 contains 3680 members 
Mstep: Class 31 contains 6555 members 
Mstep: Class 32 contains 10911 members 
Mstep: Class 33 contains 54469 members 
Mstep: Class 34 contains 25098 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 130942 members 
Mstep: Class 37 contains 224617 members 
Mstep: Class 38 contains 21345 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 907 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235501552.000000 Penalty: 147473.906250
Iteration 498Q: 42 clusters Score -2.355016e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 8698 members 
Mstep: Class 3 contains 15233 members 
Mstep: Class 4 contains 182859 members 
Mstep: Class 5 contains 321151 members 
Mstep: Class 6 contains 8637 members 
Mstep: Class 7 contains 180045 members 
Mstep: Class 8 contains 16672 members 
Mstep: Class 9 contains 13316 members 
Mstep: Class 10 contains 14533 members 
Mstep: Class 11 contains 7353 members 
Mstep: Class 12 contains 18049 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3286 members 
Mstep: Class 15 contains 101661 members 
Mstep: Class 16 contains 184709 members 
Mstep: Class 17 contains 16455 members 
Mstep: Class 18 contains 83503 members 
Mstep: Class 19 contains 25764 members 
Mstep: Class 20 contains 121717 members 
Mstep: Class 21 contains 44159 members 
Mstep: Class 22 contains 52340 members 
Mstep: Class 23 contains 11028 members 
Mstep: Class 24 contains 29035 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12858 members 
Mstep: Class 27 contains 11226 members 
Mstep: Class 28 contains 5632 members 
Mstep: Class 29 contains 12205 members 
Mstep: Class 30 contains 3681 members 
Mstep: Class 31 contains 6575 members 
Mstep: Class 32 contains 10910 members 
Mstep: Class 33 contains 54464 members 
Mstep: Class 34 contains 25106 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 130942 members 
Mstep: Class 37 contains 224672 members 
Mstep: Class 38 contains 21344 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 913 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235501216.000000 Penalty: 147473.906250
Iteration 499Q: 42 clusters Score -2.355012e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 8701 members 
Mstep: Class 3 contains 15233 members 
Mstep: Class 4 contains 182842 members 
Mstep: Class 5 contains 321146 members 
Mstep: Class 6 contains 8636 members 
Mstep: Class 7 contains 179998 members 
Mstep: Class 8 contains 16671 members 
Mstep: Class 9 contains 13341 members 
Mstep: Class 10 contains 14533 members 
Mstep: Class 11 contains 7360 members 
Mstep: Class 12 contains 18028 members 
Mstep: Class 13 contains 449 members 
Mstep: Class 14 contains 3287 members 
Mstep: Class 15 contains 101660 members 
Mstep: Class 16 contains 184694 members 
Mstep: Class 17 contains 16454 members 
Mstep: Class 18 contains 83506 members 
Mstep: Class 19 contains 25766 members 
Mstep: Class 20 contains 121761 members 
Mstep: Class 21 contains 44155 members 
Mstep: Class 22 contains 52323 members 
Mstep: Class 23 contains 11030 members 
Mstep: Class 24 contains 29034 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 12859 members 
Mstep: Class 27 contains 11226 members 
Mstep: Class 28 contains 5635 members 
Mstep: Class 29 contains 12204 members 
Mstep: Class 30 contains 3680 members 
Mstep: Class 31 contains 6598 members 
Mstep: Class 32 contains 10909 members 
Mstep: Class 33 contains 54461 members 
Mstep: Class 34 contains 25109 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 130938 members 
Mstep: Class 37 contains 224697 members 
Mstep: Class 38 contains 21343 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 914 members 
Mstep: Class 41 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235501232.000000 Penalty: 147473.906250
Iteration 500F: 42 clusters Score -2.355012e+08 nChanged 521
Maximum iterations exceeded
--- Evaluating fit on full set of 5970496 points ---
Entering Unmasked Estep 
Score: -733954368.000000 Penalty: 158644.593750
21->42 Clusters: Score -733954368.000000, best is -733929408.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 1990165 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94695 members 
Mstep: Class 2 contains 94439 members 
Mstep: Class 3 contains 94744 members 
Mstep: Class 4 contains 94821 members 
Mstep: Class 5 contains 95012 members 
Mstep: Class 6 contains 94682 members 
Mstep: Class 7 contains 94562 members 
Mstep: Class 8 contains 94267 members 
Mstep: Class 9 contains 94345 members 
Mstep: Class 10 contains 94781 members 
Mstep: Class 11 contains 94405 members 
Mstep: Class 12 contains 94946 members 
Mstep: Class 13 contains 94336 members 
Mstep: Class 14 contains 95324 members 
Mstep: Class 15 contains 95156 members 
Mstep: Class 16 contains 94933 members 
Mstep: Class 17 contains 95148 members 
Mstep: Class 18 contains 94719 members 
Mstep: Class 19 contains 94963 members 
Mstep: Class 20 contains 94910 members 
Mstep: Class 21 contains 94977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 711.795471 but Gain 3596.921875
Score: -224127488.000000 Penalty: 71938.492188
Iteration 0F: 21 clusters Score -2.241275e+08 nChanged 1890632
Entering Unmasked Mstep 
Mstep: Class 0 contains 2668 members 
Mstep: Class 1 contains 156665 members 
Mstep: Class 2 contains 183923 members 
Mstep: Class 3 contains 97108 members 
Mstep: Class 4 contains 20110 members 
Mstep: Class 5 contains 226601 members 
Mstep: Class 6 contains 48350 members 
Mstep: Class 7 contains 16879 members 
Mstep: Class 8 contains 167385 members 
Mstep: Class 9 contains 22273 members 
Mstep: Class 10 contains 38759 members 
Mstep: Class 11 contains 40182 members 
Mstep: Class 12 contains 230373 members 
Mstep: Class 13 contains 45494 members 
Mstep: Class 14 contains 83231 members 
Mstep: Class 15 contains 208861 members 
Mstep: Class 16 contains 43355 members 
Mstep: Class 18 contains 40474 members 
Mstep: Class 19 contains 62806 members 
Mstep: Class 20 contains 57519 members 
Mstep: Class 21 contains 197149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -230518464.000000 Penalty: 71938.492188
Iteration 1F: 21 clusters Score -2.305185e+08 nChanged 768402
Entering Unmasked Mstep 
Mstep: Class 0 contains 2398 members 
Mstep: Class 1 contains 129198 members 
Mstep: Class 2 contains 159288 members 
Mstep: Class 3 contains 93737 members 
Mstep: Class 4 contains 18200 members 
Mstep: Class 5 contains 233273 members 
Mstep: Class 6 contains 45461 members 
Mstep: Class 7 contains 11664 members 
Mstep: Class 8 contains 161706 members 
Mstep: Class 9 contains 26174 members 
Mstep: Class 10 contains 28092 members 
Mstep: Class 11 contains 34600 members 
Mstep: Class 12 contains 383435 members 
Mstep: Class 13 contains 42607 members 
Mstep: Class 14 contains 90269 members 
Mstep: Class 15 contains 209143 members 
Mstep: Class 16 contains 26687 members 
Mstep: Class 18 contains 26343 members 
Mstep: Class 19 contains 35025 members 
Mstep: Class 20 contains 33600 members 
Mstep: Class 21 contains 199265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -232043216.000000 Penalty: 71938.492188
Iteration 2F: 21 clusters Score -2.320432e+08 nChanged 563870
Entering Unmasked Mstep 
Mstep: Class 0 contains 2328 members 
Mstep: Class 1 contains 104553 members 
Mstep: Class 2 contains 129200 members 
Mstep: Class 3 contains 76950 members 
Mstep: Class 4 contains 16022 members 
Mstep: Class 5 contains 226641 members 
Mstep: Class 6 contains 50664 members 
Mstep: Class 7 contains 11154 members 
Mstep: Class 8 contains 175458 members 
Mstep: Class 9 contains 38034 members 
Mstep: Class 10 contains 20212 members 
Mstep: Class 11 contains 42319 members 
Mstep: Class 12 contains 473308 members 
Mstep: Class 13 contains 46091 members 
Mstep: Class 14 contains 93485 members 
Mstep: Class 15 contains 206330 members 
Mstep: Class 16 contains 14212 members 
Mstep: Class 18 contains 21454 members 
Mstep: Class 19 contains 25660 members 
Mstep: Class 20 contains 20134 members 
Mstep: Class 21 contains 195956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -232946656.000000 Penalty: 71938.492188
Iteration 3F: 21 clusters Score -2.329467e+08 nChanged 406321
Entering Unmasked Mstep 
Mstep: Class 0 contains 2333 members 
Mstep: Class 1 contains 90220 members 
Mstep: Class 2 contains 102136 members 
Mstep: Class 3 contains 58052 members 
Mstep: Class 4 contains 12323 members 
Mstep: Class 5 contains 218412 members 
Mstep: Class 6 contains 65258 members 
Mstep: Class 7 contains 12595 members 
Mstep: Class 8 contains 180379 members 
Mstep: Class 9 contains 49158 members 
Mstep: Class 10 contains 15577 members 
Mstep: Class 11 contains 56485 members 
Mstep: Class 12 contains 499220 members 
Mstep: Class 13 contains 49589 members 
Mstep: Class 14 contains 101851 members 
Mstep: Class 15 contains 209770 members 
Mstep: Class 16 contains 7286 members 
Mstep: Class 18 contains 18650 members 
Mstep: Class 19 contains 22418 members 
Mstep: Class 20 contains 13672 members 
Mstep: Class 21 contains 204781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233550256.000000 Penalty: 71938.492188
Iteration 4F: 21 clusters Score -2.335503e+08 nChanged 296654
Entering Unmasked Mstep 
Mstep: Class 0 contains 2342 members 
Mstep: Class 1 contains 81026 members 
Mstep: Class 2 contains 83856 members 
Mstep: Class 3 contains 44140 members 
Mstep: Class 4 contains 10543 members 
Mstep: Class 5 contains 213005 members 
Mstep: Class 6 contains 80598 members 
Mstep: Class 7 contains 15001 members 
Mstep: Class 8 contains 178778 members 
Mstep: Class 9 contains 55148 members 
Mstep: Class 10 contains 13518 members 
Mstep: Class 11 contains 65975 members 
Mstep: Class 12 contains 496684 members 
Mstep: Class 13 contains 52556 members 
Mstep: Class 14 contains 115808 members 
Mstep: Class 15 contains 204207 members 
Mstep: Class 16 contains 3907 members 
Mstep: Class 18 contains 16517 members 
Mstep: Class 19 contains 21309 members 
Mstep: Class 20 contains 10986 members 
Mstep: Class 21 contains 224261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2211.058350 but Gain 3596.929688
Score: -233910800.000000 Penalty: 68341.562500
Iteration 5F: 20 clusters Score -2.339108e+08 nChanged 220949
Entering Unmasked Mstep 
Mstep: Class 0 contains 2342 members 
Mstep: Class 1 contains 75322 members 
Mstep: Class 2 contains 73649 members 
Mstep: Class 3 contains 36192 members 
Mstep: Class 4 contains 10226 members 
Mstep: Class 5 contains 210301 members 
Mstep: Class 6 contains 92084 members 
Mstep: Class 7 contains 16385 members 
Mstep: Class 8 contains 176566 members 
Mstep: Class 9 contains 56483 members 
Mstep: Class 10 contains 13406 members 
Mstep: Class 11 contains 69516 members 
Mstep: Class 12 contains 483525 members 
Mstep: Class 13 contains 58296 members 
Mstep: Class 14 contains 127385 members 
Mstep: Class 15 contains 195533 members 
Mstep: Class 18 contains 14815 members 
Mstep: Class 19 contains 21834 members 
Mstep: Class 20 contains 10225 members 
Mstep: Class 21 contains 246080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234129824.000000 Penalty: 68341.562500
Iteration 6F: 20 clusters Score -2.341298e+08 nChanged 166724
Entering Unmasked Mstep 
Mstep: Class 0 contains 2340 members 
Mstep: Class 1 contains 73170 members 
Mstep: Class 2 contains 68365 members 
Mstep: Class 3 contains 31639 members 
Mstep: Class 4 contains 10711 members 
Mstep: Class 5 contains 209206 members 
Mstep: Class 6 contains 100092 members 
Mstep: Class 7 contains 16894 members 
Mstep: Class 8 contains 172995 members 
Mstep: Class 9 contains 55047 members 
Mstep: Class 10 contains 14235 members 
Mstep: Class 11 contains 68019 members 
Mstep: Class 12 contains 465452 members 
Mstep: Class 13 contains 64341 members 
Mstep: Class 14 contains 136073 members 
Mstep: Class 15 contains 188852 members 
Mstep: Class 18 contains 13492 members 
Mstep: Class 19 contains 22663 members 
Mstep: Class 20 contains 10356 members 
Mstep: Class 21 contains 266223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234279792.000000 Penalty: 68341.562500
Iteration 7F: 20 clusters Score -2.342798e+08 nChanged 136145
Entering Unmasked Mstep 
Mstep: Class 0 contains 2340 members 
Mstep: Class 1 contains 72208 members 
Mstep: Class 2 contains 65658 members 
Mstep: Class 3 contains 29222 members 
Mstep: Class 4 contains 11825 members 
Mstep: Class 5 contains 209267 members 
Mstep: Class 6 contains 105976 members 
Mstep: Class 7 contains 16860 members 
Mstep: Class 8 contains 169511 members 
Mstep: Class 9 contains 51599 members 
Mstep: Class 10 contains 15285 members 
Mstep: Class 11 contains 63902 members 
Mstep: Class 12 contains 445620 members 
Mstep: Class 13 contains 69491 members 
Mstep: Class 14 contains 143136 members 
Mstep: Class 15 contains 187315 members 
Mstep: Class 18 contains 12509 members 
Mstep: Class 19 contains 23347 members 
Mstep: Class 20 contains 11028 members 
Mstep: Class 21 contains 284066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234393680.000000 Penalty: 68341.562500
Iteration 8F: 20 clusters Score -2.343937e+08 nChanged 119108
Entering Unmasked Mstep 
Mstep: Class 0 contains 2339 members 
Mstep: Class 1 contains 70864 members 
Mstep: Class 2 contains 64432 members 
Mstep: Class 3 contains 27985 members 
Mstep: Class 4 contains 13225 members 
Mstep: Class 5 contains 210951 members 
Mstep: Class 6 contains 109889 members 
Mstep: Class 7 contains 16723 members 
Mstep: Class 8 contains 166312 members 
Mstep: Class 9 contains 46509 members 
Mstep: Class 10 contains 16281 members 
Mstep: Class 11 contains 58882 members 
Mstep: Class 12 contains 423408 members 
Mstep: Class 13 contains 74024 members 
Mstep: Class 14 contains 148640 members 
Mstep: Class 15 contains 193354 members 
Mstep: Class 18 contains 11648 members 
Mstep: Class 19 contains 23985 members 
Mstep: Class 20 contains 12136 members 
Mstep: Class 21 contains 298578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234497152.000000 Penalty: 68341.562500
Iteration 9F: 20 clusters Score -2.344972e+08 nChanged 111345
Entering Unmasked Mstep 
Mstep: Class 0 contains 2339 members 
Mstep: Class 1 contains 68603 members 
Mstep: Class 2 contains 63785 members 
Mstep: Class 3 contains 27463 members 
Mstep: Class 4 contains 14862 members 
Mstep: Class 5 contains 212724 members 
Mstep: Class 6 contains 112464 members 
Mstep: Class 7 contains 16515 members 
Mstep: Class 8 contains 163615 members 
Mstep: Class 9 contains 40576 members 
Mstep: Class 10 contains 17281 members 
Mstep: Class 11 contains 53688 members 
Mstep: Class 12 contains 397636 members 
Mstep: Class 13 contains 78067 members 
Mstep: Class 14 contains 152305 members 
Mstep: Class 15 contains 208665 members 
Mstep: Class 18 contains 10986 members 
Mstep: Class 19 contains 24622 members 
Mstep: Class 20 contains 13708 members 
Mstep: Class 21 contains 310261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234593280.000000 Penalty: 68341.562500
Iteration 10F: 20 clusters Score -2.345933e+08 nChanged 108622
Entering Unmasked Mstep 
Mstep: Class 0 contains 2337 members 
Mstep: Class 1 contains 65428 members 
Mstep: Class 2 contains 62930 members 
Mstep: Class 3 contains 27357 members 
Mstep: Class 4 contains 16348 members 
Mstep: Class 5 contains 214190 members 
Mstep: Class 6 contains 113901 members 
Mstep: Class 7 contains 16528 members 
Mstep: Class 8 contains 161881 members 
Mstep: Class 9 contains 34485 members 
Mstep: Class 10 contains 18208 members 
Mstep: Class 11 contains 48844 members 
Mstep: Class 12 contains 367350 members 
Mstep: Class 13 contains 81736 members 
Mstep: Class 14 contains 154465 members 
Mstep: Class 15 contains 233544 members 
Mstep: Class 18 contains 10587 members 
Mstep: Class 19 contains 25029 members 
Mstep: Class 20 contains 15727 members 
Mstep: Class 21 contains 319290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234674896.000000 Penalty: 68341.562500
Iteration 11F: 20 clusters Score -2.346749e+08 nChanged 105600
Entering Unmasked Mstep 
Mstep: Class 0 contains 2332 members 
Mstep: Class 1 contains 61805 members 
Mstep: Class 2 contains 62158 members 
Mstep: Class 3 contains 27560 members 
Mstep: Class 4 contains 17335 members 
Mstep: Class 5 contains 214501 members 
Mstep: Class 6 contains 114423 members 
Mstep: Class 7 contains 16944 members 
Mstep: Class 8 contains 161006 members 
Mstep: Class 9 contains 28902 members 
Mstep: Class 10 contains 19112 members 
Mstep: Class 11 contains 44588 members 
Mstep: Class 12 contains 333780 members 
Mstep: Class 13 contains 85000 members 
Mstep: Class 14 contains 156140 members 
Mstep: Class 15 contains 265510 members 
Mstep: Class 18 contains 10331 members 
Mstep: Class 19 contains 25274 members 
Mstep: Class 20 contains 17657 members 
Mstep: Class 21 contains 325807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234738176.000000 Penalty: 68341.562500
Iteration 12F: 20 clusters Score -2.347382e+08 nChanged 97295
Entering Unmasked Mstep 
Mstep: Class 0 contains 2316 members 
Mstep: Class 1 contains 58659 members 
Mstep: Class 2 contains 62542 members 
Mstep: Class 3 contains 27946 members 
Mstep: Class 4 contains 17885 members 
Mstep: Class 5 contains 214125 members 
Mstep: Class 6 contains 114487 members 
Mstep: Class 7 contains 17467 members 
Mstep: Class 8 contains 160618 members 
Mstep: Class 9 contains 24236 members 
Mstep: Class 10 contains 19918 members 
Mstep: Class 11 contains 41023 members 
Mstep: Class 12 contains 300288 members 
Mstep: Class 13 contains 88000 members 
Mstep: Class 14 contains 157770 members 
Mstep: Class 15 contains 299196 members 
Mstep: Class 18 contains 10187 members 
Mstep: Class 19 contains 25429 members 
Mstep: Class 20 contains 18837 members 
Mstep: Class 21 contains 329236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234779152.000000 Penalty: 68341.562500
Iteration 13Q: 20 clusters Score -2.347792e+08 nChanged 86063
Entering Unmasked Mstep 
Mstep: Class 0 contains 2297 members 
Mstep: Class 1 contains 56092 members 
Mstep: Class 2 contains 63505 members 
Mstep: Class 3 contains 28365 members 
Mstep: Class 4 contains 18187 members 
Mstep: Class 5 contains 214576 members 
Mstep: Class 6 contains 114183 members 
Mstep: Class 7 contains 18185 members 
Mstep: Class 8 contains 160434 members 
Mstep: Class 9 contains 20429 members 
Mstep: Class 10 contains 20652 members 
Mstep: Class 11 contains 38043 members 
Mstep: Class 12 contains 268423 members 
Mstep: Class 13 contains 90689 members 
Mstep: Class 14 contains 159422 members 
Mstep: Class 15 contains 331539 members 
Mstep: Class 18 contains 10085 members 
Mstep: Class 19 contains 25514 members 
Mstep: Class 20 contains 19527 members 
Mstep: Class 21 contains 330018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234811120.000000 Penalty: 68341.562500
Iteration 14Q: 20 clusters Score -2.348111e+08 nChanged 75053
Entering Unmasked Mstep 
Mstep: Class 0 contains 2297 members 
Mstep: Class 1 contains 54129 members 
Mstep: Class 2 contains 64591 members 
Mstep: Class 3 contains 28707 members 
Mstep: Class 4 contains 18320 members 
Mstep: Class 5 contains 215306 members 
Mstep: Class 6 contains 113681 members 
Mstep: Class 7 contains 19120 members 
Mstep: Class 8 contains 160290 members 
Mstep: Class 9 contains 17361 members 
Mstep: Class 10 contains 21282 members 
Mstep: Class 11 contains 35613 members 
Mstep: Class 12 contains 241118 members 
Mstep: Class 13 contains 92979 members 
Mstep: Class 14 contains 160963 members 
Mstep: Class 15 contains 360306 members 
Mstep: Class 18 contains 9978 members 
Mstep: Class 19 contains 25595 members 
Mstep: Class 20 contains 19986 members 
Mstep: Class 21 contains 328543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234836480.000000 Penalty: 68341.562500
Iteration 15Q: 20 clusters Score -2.348365e+08 nChanged 63967
Entering Unmasked Mstep 
Mstep: Class 0 contains 2297 members 
Mstep: Class 1 contains 52724 members 
Mstep: Class 2 contains 65556 members 
Mstep: Class 3 contains 29052 members 
Mstep: Class 4 contains 18319 members 
Mstep: Class 5 contains 215946 members 
Mstep: Class 6 contains 113188 members 
Mstep: Class 7 contains 20041 members 
Mstep: Class 8 contains 160707 members 
Mstep: Class 9 contains 15163 members 
Mstep: Class 10 contains 21812 members 
Mstep: Class 11 contains 33681 members 
Mstep: Class 12 contains 222420 members 
Mstep: Class 13 contains 94979 members 
Mstep: Class 14 contains 162315 members 
Mstep: Class 15 contains 381744 members 
Mstep: Class 18 contains 9895 members 
Mstep: Class 19 contains 25662 members 
Mstep: Class 20 contains 20268 members 
Mstep: Class 21 contains 324396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234850896.000000 Penalty: 68341.562500
Iteration 16Q: 20 clusters Score -2.348509e+08 nChanged 55066
Entering Unmasked Mstep 
Mstep: Class 0 contains 2297 members 
Mstep: Class 1 contains 51888 members 
Mstep: Class 2 contains 66446 members 
Mstep: Class 3 contains 29310 members 
Mstep: Class 4 contains 18307 members 
Mstep: Class 5 contains 215229 members 
Mstep: Class 6 contains 112616 members 
Mstep: Class 7 contains 20936 members 
Mstep: Class 8 contains 161441 members 
Mstep: Class 9 contains 13485 members 
Mstep: Class 10 contains 22278 members 
Mstep: Class 11 contains 32125 members 
Mstep: Class 12 contains 213158 members 
Mstep: Class 13 contains 96430 members 
Mstep: Class 14 contains 163452 members 
Mstep: Class 15 contains 394984 members 
Mstep: Class 18 contains 9804 members 
Mstep: Class 19 contains 25717 members 
Mstep: Class 20 contains 20462 members 
Mstep: Class 21 contains 319800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234859248.000000 Penalty: 68341.562500
Iteration 17Q: 20 clusters Score -2.348592e+08 nChanged 46959
Entering Unmasked Mstep 
Mstep: Class 0 contains 2297 members 
Mstep: Class 1 contains 51392 members 
Mstep: Class 2 contains 66998 members 
Mstep: Class 3 contains 29530 members 
Mstep: Class 4 contains 18273 members 
Mstep: Class 5 contains 212735 members 
Mstep: Class 6 contains 111997 members 
Mstep: Class 7 contains 21840 members 
Mstep: Class 8 contains 162392 members 
Mstep: Class 9 contains 12212 members 
Mstep: Class 10 contains 22689 members 
Mstep: Class 11 contains 30943 members 
Mstep: Class 12 contains 208975 members 
Mstep: Class 13 contains 97321 members 
Mstep: Class 14 contains 164459 members 
Mstep: Class 15 contains 403855 members 
Mstep: Class 18 contains 9741 members 
Mstep: Class 19 contains 25782 members 
Mstep: Class 20 contains 20607 members 
Mstep: Class 21 contains 316127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234864880.000000 Penalty: 68341.562500
Iteration 18Q: 20 clusters Score -2.348649e+08 nChanged 40008
Entering Unmasked Mstep 
Mstep: Class 0 contains 2297 members 
Mstep: Class 1 contains 51084 members 
Mstep: Class 2 contains 67465 members 
Mstep: Class 3 contains 29707 members 
Mstep: Class 4 contains 18191 members 
Mstep: Class 5 contains 209055 members 
Mstep: Class 6 contains 111417 members 
Mstep: Class 7 contains 22652 members 
Mstep: Class 8 contains 163745 members 
Mstep: Class 9 contains 11123 members 
Mstep: Class 10 contains 23062 members 
Mstep: Class 11 contains 29980 members 
Mstep: Class 12 contains 207709 members 
Mstep: Class 13 contains 97875 members 
Mstep: Class 14 contains 165278 members 
Mstep: Class 15 contains 410052 members 
Mstep: Class 18 contains 9699 members 
Mstep: Class 19 contains 25825 members 
Mstep: Class 20 contains 20689 members 
Mstep: Class 21 contains 313260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234869296.000000 Penalty: 68341.562500
Iteration 19Q: 20 clusters Score -2.348693e+08 nChanged 34871
Entering Unmasked Mstep 
Mstep: Class 0 contains 2297 members 
Mstep: Class 1 contains 50983 members 
Mstep: Class 2 contains 67884 members 
Mstep: Class 3 contains 29925 members 
Mstep: Class 4 contains 18102 members 
Mstep: Class 5 contains 204627 members 
Mstep: Class 6 contains 110785 members 
Mstep: Class 7 contains 23452 members 
Mstep: Class 8 contains 165314 members 
Mstep: Class 9 contains 10207 members 
Mstep: Class 10 contains 23359 members 
Mstep: Class 11 contains 29221 members 
Mstep: Class 12 contains 208334 members 
Mstep: Class 13 contains 98126 members 
Mstep: Class 14 contains 165981 members 
Mstep: Class 15 contains 414331 members 
Mstep: Class 18 contains 9661 members 
Mstep: Class 19 contains 25884 members 
Mstep: Class 20 contains 20688 members 
Mstep: Class 21 contains 311004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234886608.000000 Penalty: 68341.562500
Iteration 20F: 20 clusters Score -2.348866e+08 nChanged 31238
Entering Unmasked Mstep 
Mstep: Class 0 contains 2067 members 
Mstep: Class 1 contains 51006 members 
Mstep: Class 2 contains 68218 members 
Mstep: Class 3 contains 30233 members 
Mstep: Class 4 contains 18056 members 
Mstep: Class 5 contains 199511 members 
Mstep: Class 6 contains 110168 members 
Mstep: Class 7 contains 24239 members 
Mstep: Class 8 contains 166932 members 
Mstep: Class 9 contains 9727 members 
Mstep: Class 10 contains 23615 members 
Mstep: Class 11 contains 28615 members 
Mstep: Class 12 contains 210330 members 
Mstep: Class 13 contains 98062 members 
Mstep: Class 14 contains 166595 members 
Mstep: Class 15 contains 417732 members 
Mstep: Class 18 contains 9622 members 
Mstep: Class 19 contains 25917 members 
Mstep: Class 20 contains 20637 members 
Mstep: Class 21 contains 308883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234897728.000000 Penalty: 68341.562500
Iteration 21Q: 20 clusters Score -2.348977e+08 nChanged 29387
Entering Unmasked Mstep 
Mstep: Class 0 contains 2064 members 
Mstep: Class 1 contains 51204 members 
Mstep: Class 2 contains 68500 members 
Mstep: Class 3 contains 30497 members 
Mstep: Class 4 contains 18260 members 
Mstep: Class 5 contains 194587 members 
Mstep: Class 6 contains 109593 members 
Mstep: Class 7 contains 25085 members 
Mstep: Class 8 contains 168674 members 
Mstep: Class 9 contains 7641 members 
Mstep: Class 10 contains 23809 members 
Mstep: Class 11 contains 28122 members 
Mstep: Class 12 contains 213408 members 
Mstep: Class 13 contains 98189 members 
Mstep: Class 14 contains 167162 members 
Mstep: Class 15 contains 420273 members 
Mstep: Class 18 contains 9623 members 
Mstep: Class 19 contains 25952 members 
Mstep: Class 20 contains 20563 members 
Mstep: Class 21 contains 306959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234901280.000000 Penalty: 68341.562500
Iteration 22Q: 20 clusters Score -2.349013e+08 nChanged 26447
Entering Unmasked Mstep 
Mstep: Class 0 contains 2064 members 
Mstep: Class 1 contains 51489 members 
Mstep: Class 2 contains 68780 members 
Mstep: Class 3 contains 30670 members 
Mstep: Class 4 contains 18465 members 
Mstep: Class 5 contains 189287 members 
Mstep: Class 6 contains 108974 members 
Mstep: Class 7 contains 25830 members 
Mstep: Class 8 contains 170654 members 
Mstep: Class 9 contains 6160 members 
Mstep: Class 10 contains 23973 members 
Mstep: Class 11 contains 27697 members 
Mstep: Class 12 contains 216921 members 
Mstep: Class 13 contains 97875 members 
Mstep: Class 14 contains 167669 members 
Mstep: Class 15 contains 422354 members 
Mstep: Class 18 contains 9616 members 
Mstep: Class 19 contains 26018 members 
Mstep: Class 20 contains 20465 members 
Mstep: Class 21 contains 305204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234904416.000000 Penalty: 68341.562500
Iteration 23Q: 20 clusters Score -2.349044e+08 nChanged 24368
Entering Unmasked Mstep 
Mstep: Class 0 contains 2064 members 
Mstep: Class 1 contains 51851 members 
Mstep: Class 2 contains 69037 members 
Mstep: Class 3 contains 30755 members 
Mstep: Class 4 contains 18636 members 
Mstep: Class 5 contains 183964 members 
Mstep: Class 6 contains 108480 members 
Mstep: Class 7 contains 26563 members 
Mstep: Class 8 contains 172534 members 
Mstep: Class 9 contains 5124 members 
Mstep: Class 10 contains 24081 members 
Mstep: Class 11 contains 27304 members 
Mstep: Class 12 contains 220740 members 
Mstep: Class 13 contains 97251 members 
Mstep: Class 14 contains 168088 members 
Mstep: Class 15 contains 424117 members 
Mstep: Class 18 contains 9620 members 
Mstep: Class 19 contains 26083 members 
Mstep: Class 20 contains 20354 members 
Mstep: Class 21 contains 303519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234906144.000000 Penalty: 68341.562500
Iteration 24Q: 20 clusters Score -2.349061e+08 nChanged 22829
Entering Unmasked Mstep 
Mstep: Class 0 contains 2064 members 
Mstep: Class 1 contains 52282 members 
Mstep: Class 2 contains 69298 members 
Mstep: Class 3 contains 30764 members 
Mstep: Class 4 contains 18822 members 
Mstep: Class 5 contains 178441 members 
Mstep: Class 6 contains 107963 members 
Mstep: Class 7 contains 27212 members 
Mstep: Class 8 contains 174516 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 24254 members 
Mstep: Class 11 contains 26956 members 
Mstep: Class 12 contains 224909 members 
Mstep: Class 13 contains 96237 members 
Mstep: Class 14 contains 168483 members 
Mstep: Class 15 contains 425624 members 
Mstep: Class 18 contains 9624 members 
Mstep: Class 19 contains 26143 members 
Mstep: Class 20 contains 20216 members 
Mstep: Class 21 contains 301934 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 25Q: 20 clusters Score -2.349079e+08 nChanged 21739
Entering Unmasked Mstep 
Mstep: Class 0 contains 2064 members 
Mstep: Class 1 contains 52777 members 
Mstep: Class 2 contains 69512 members 
Mstep: Class 3 contains 30716 members 
Mstep: Class 4 contains 19045 members 
Mstep: Class 5 contains 172955 members 
Mstep: Class 6 contains 107433 members 
Mstep: Class 7 contains 27862 members 
Mstep: Class 8 contains 176499 members 
Mstep: Class 9 contains 3909 members 
Mstep: Class 10 contains 24396 members 
Mstep: Class 11 contains 26670 members 
Mstep: Class 12 contains 229351 members 
Mstep: Class 13 contains 95026 members 
Mstep: Class 14 contains 168853 members 
Mstep: Class 15 contains 426773 members 
Mstep: Class 18 contains 9645 members 
Mstep: Class 19 contains 26176 members 
Mstep: Class 20 contains 20095 members 
Mstep: Class 21 contains 300408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234908816.000000 Penalty: 68341.562500
Iteration 26Q: 20 clusters Score -2.349088e+08 nChanged 20939
Entering Unmasked Mstep 
Mstep: Class 0 contains 2064 members 
Mstep: Class 1 contains 53373 members 
Mstep: Class 2 contains 69733 members 
Mstep: Class 3 contains 30538 members 
Mstep: Class 4 contains 19223 members 
Mstep: Class 5 contains 167411 members 
Mstep: Class 6 contains 106855 members 
Mstep: Class 7 contains 28437 members 
Mstep: Class 8 contains 178532 members 
Mstep: Class 9 contains 3586 members 
Mstep: Class 10 contains 24565 members 
Mstep: Class 11 contains 26425 members 
Mstep: Class 12 contains 234076 members 
Mstep: Class 13 contains 93647 members 
Mstep: Class 14 contains 169174 members 
Mstep: Class 15 contains 427777 members 
Mstep: Class 18 contains 9664 members 
Mstep: Class 19 contains 26206 members 
Mstep: Class 20 contains 19984 members 
Mstep: Class 21 contains 298895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234909008.000000 Penalty: 68341.562500
Iteration 27Q: 20 clusters Score -2.34909e+08 nChanged 20176
Entering Unmasked Mstep 
Mstep: Class 0 contains 2064 members 
Mstep: Class 1 contains 54016 members 
Mstep: Class 2 contains 69919 members 
Mstep: Class 3 contains 30190 members 
Mstep: Class 4 contains 19398 members 
Mstep: Class 5 contains 162065 members 
Mstep: Class 6 contains 106233 members 
Mstep: Class 7 contains 29009 members 
Mstep: Class 8 contains 180524 members 
Mstep: Class 9 contains 3345 members 
Mstep: Class 10 contains 24708 members 
Mstep: Class 11 contains 26202 members 
Mstep: Class 12 contains 238959 members 
Mstep: Class 13 contains 92138 members 
Mstep: Class 14 contains 169504 members 
Mstep: Class 15 contains 428598 members 
Mstep: Class 18 contains 9696 members 
Mstep: Class 19 contains 26246 members 
Mstep: Class 20 contains 19870 members 
Mstep: Class 21 contains 297481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234909552.000000 Penalty: 68341.562500
Iteration 28Q: 20 clusters Score -2.349096e+08 nChanged 19232
Entering Unmasked Mstep 
Mstep: Class 0 contains 2064 members 
Mstep: Class 1 contains 54823 members 
Mstep: Class 2 contains 70093 members 
Mstep: Class 3 contains 29699 members 
Mstep: Class 4 contains 19538 members 
Mstep: Class 5 contains 156773 members 
Mstep: Class 6 contains 105588 members 
Mstep: Class 7 contains 29585 members 
Mstep: Class 8 contains 182590 members 
Mstep: Class 9 contains 3200 members 
Mstep: Class 10 contains 24815 members 
Mstep: Class 11 contains 26023 members 
Mstep: Class 12 contains 243962 members 
Mstep: Class 13 contains 90435 members 
Mstep: Class 14 contains 169799 members 
Mstep: Class 15 contains 429314 members 
Mstep: Class 18 contains 9721 members 
Mstep: Class 19 contains 26276 members 
Mstep: Class 20 contains 19751 members 
Mstep: Class 21 contains 296116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234911168.000000 Penalty: 68341.562500
Iteration 29Q: 20 clusters Score -2.349112e+08 nChanged 18389
Entering Unmasked Mstep 
Mstep: Class 0 contains 2064 members 
Mstep: Class 1 contains 55684 members 
Mstep: Class 2 contains 70321 members 
Mstep: Class 3 contains 29125 members 
Mstep: Class 4 contains 19749 members 
Mstep: Class 5 contains 151523 members 
Mstep: Class 6 contains 104905 members 
Mstep: Class 7 contains 30104 members 
Mstep: Class 8 contains 184583 members 
Mstep: Class 9 contains 3112 members 
Mstep: Class 10 contains 24927 members 
Mstep: Class 11 contains 25850 members 
Mstep: Class 12 contains 249015 members 
Mstep: Class 13 contains 88592 members 
Mstep: Class 14 contains 170088 members 
Mstep: Class 15 contains 429951 members 
Mstep: Class 18 contains 9760 members 
Mstep: Class 19 contains 26314 members 
Mstep: Class 20 contains 19632 members 
Mstep: Class 21 contains 294866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234912976.000000 Penalty: 68341.562500
Iteration 30Q: 20 clusters Score -2.34913e+08 nChanged 17635
Entering Unmasked Mstep 
Mstep: Class 0 contains 2064 members 
Mstep: Class 1 contains 56618 members 
Mstep: Class 2 contains 70554 members 
Mstep: Class 3 contains 28486 members 
Mstep: Class 4 contains 19970 members 
Mstep: Class 5 contains 146331 members 
Mstep: Class 6 contains 104291 members 
Mstep: Class 7 contains 30586 members 
Mstep: Class 8 contains 186481 members 
Mstep: Class 9 contains 3045 members 
Mstep: Class 10 contains 24955 members 
Mstep: Class 11 contains 25709 members 
Mstep: Class 12 contains 254195 members 
Mstep: Class 13 contains 86689 members 
Mstep: Class 14 contains 170332 members 
Mstep: Class 15 contains 430475 members 
Mstep: Class 18 contains 9812 members 
Mstep: Class 19 contains 26375 members 
Mstep: Class 20 contains 19501 members 
Mstep: Class 21 contains 293696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234914544.000000 Penalty: 68341.562500
Iteration 31Q: 20 clusters Score -2.349145e+08 nChanged 17172
Entering Unmasked Mstep 
Mstep: Class 0 contains 2064 members 
Mstep: Class 1 contains 57643 members 
Mstep: Class 2 contains 70822 members 
Mstep: Class 3 contains 27840 members 
Mstep: Class 4 contains 20228 members 
Mstep: Class 5 contains 141148 members 
Mstep: Class 6 contains 103725 members 
Mstep: Class 7 contains 31045 members 
Mstep: Class 8 contains 188314 members 
Mstep: Class 9 contains 3018 members 
Mstep: Class 10 contains 24943 members 
Mstep: Class 11 contains 25602 members 
Mstep: Class 12 contains 259400 members 
Mstep: Class 13 contains 84746 members 
Mstep: Class 14 contains 170563 members 
Mstep: Class 15 contains 430828 members 
Mstep: Class 18 contains 9848 members 
Mstep: Class 19 contains 26435 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 292595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234917040.000000 Penalty: 68341.562500
Iteration 32Q: 20 clusters Score -2.34917e+08 nChanged 16914
Entering Unmasked Mstep 
Mstep: Class 0 contains 2064 members 
Mstep: Class 1 contains 58860 members 
Mstep: Class 2 contains 71000 members 
Mstep: Class 3 contains 27198 members 
Mstep: Class 4 contains 20542 members 
Mstep: Class 5 contains 136083 members 
Mstep: Class 6 contains 103197 members 
Mstep: Class 7 contains 31485 members 
Mstep: Class 8 contains 190072 members 
Mstep: Class 9 contains 2985 members 
Mstep: Class 10 contains 24912 members 
Mstep: Class 11 contains 25527 members 
Mstep: Class 12 contains 264798 members 
Mstep: Class 13 contains 82673 members 
Mstep: Class 14 contains 170705 members 
Mstep: Class 15 contains 430979 members 
Mstep: Class 18 contains 9885 members 
Mstep: Class 19 contains 26496 members 
Mstep: Class 20 contains 19225 members 
Mstep: Class 21 contains 291479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234920496.000000 Penalty: 68341.562500
Iteration 33Q: 20 clusters Score -2.349205e+08 nChanged 16587
Entering Unmasked Mstep 
Mstep: Class 0 contains 2064 members 
Mstep: Class 1 contains 60114 members 
Mstep: Class 2 contains 71198 members 
Mstep: Class 3 contains 26496 members 
Mstep: Class 4 contains 20925 members 
Mstep: Class 5 contains 131212 members 
Mstep: Class 6 contains 102713 members 
Mstep: Class 7 contains 31902 members 
Mstep: Class 8 contains 191662 members 
Mstep: Class 9 contains 2960 members 
Mstep: Class 10 contains 24924 members 
Mstep: Class 11 contains 25439 members 
Mstep: Class 12 contains 270180 members 
Mstep: Class 13 contains 80677 members 
Mstep: Class 14 contains 170801 members 
Mstep: Class 15 contains 430948 members 
Mstep: Class 18 contains 9914 members 
Mstep: Class 19 contains 26539 members 
Mstep: Class 20 contains 19079 members 
Mstep: Class 21 contains 290418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234922752.000000 Penalty: 68341.562500
Iteration 34Q: 20 clusters Score -2.349228e+08 nChanged 15950
Entering Unmasked Mstep 
Mstep: Class 0 contains 2064 members 
Mstep: Class 1 contains 61484 members 
Mstep: Class 2 contains 71311 members 
Mstep: Class 3 contains 25739 members 
Mstep: Class 4 contains 21347 members 
Mstep: Class 5 contains 126761 members 
Mstep: Class 6 contains 102242 members 
Mstep: Class 7 contains 32339 members 
Mstep: Class 8 contains 193093 members 
Mstep: Class 9 contains 2933 members 
Mstep: Class 10 contains 24984 members 
Mstep: Class 11 contains 25352 members 
Mstep: Class 12 contains 275372 members 
Mstep: Class 13 contains 78675 members 
Mstep: Class 14 contains 170839 members 
Mstep: Class 15 contains 430711 members 
Mstep: Class 18 contains 9944 members 
Mstep: Class 19 contains 26569 members 
Mstep: Class 20 contains 18946 members 
Mstep: Class 21 contains 289460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234925984.000000 Penalty: 68341.562500
Iteration 35Q: 20 clusters Score -2.34926e+08 nChanged 15394
Entering Unmasked Mstep 
Mstep: Class 0 contains 2064 members 
Mstep: Class 1 contains 62841 members 
Mstep: Class 2 contains 71408 members 
Mstep: Class 3 contains 25008 members 
Mstep: Class 4 contains 21832 members 
Mstep: Class 5 contains 122550 members 
Mstep: Class 6 contains 101756 members 
Mstep: Class 7 contains 32727 members 
Mstep: Class 8 contains 194518 members 
Mstep: Class 9 contains 2895 members 
Mstep: Class 10 contains 25151 members 
Mstep: Class 11 contains 25261 members 
Mstep: Class 12 contains 280324 members 
Mstep: Class 13 contains 76750 members 
Mstep: Class 14 contains 170808 members 
Mstep: Class 15 contains 430368 members 
Mstep: Class 18 contains 9975 members 
Mstep: Class 19 contains 26601 members 
Mstep: Class 20 contains 18813 members 
Mstep: Class 21 contains 288515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234928768.000000 Penalty: 68341.562500
Iteration 36Q: 20 clusters Score -2.349288e+08 nChanged 14714
Entering Unmasked Mstep 
Mstep: Class 0 contains 2064 members 
Mstep: Class 1 contains 64135 members 
Mstep: Class 2 contains 71437 members 
Mstep: Class 3 contains 24285 members 
Mstep: Class 4 contains 22431 members 
Mstep: Class 5 contains 118618 members 
Mstep: Class 6 contains 101278 members 
Mstep: Class 7 contains 33115 members 
Mstep: Class 8 contains 195781 members 
Mstep: Class 9 contains 2866 members 
Mstep: Class 10 contains 25394 members 
Mstep: Class 11 contains 25183 members 
Mstep: Class 12 contains 285014 members 
Mstep: Class 13 contains 75021 members 
Mstep: Class 14 contains 170780 members 
Mstep: Class 15 contains 429897 members 
Mstep: Class 18 contains 10011 members 
Mstep: Class 19 contains 26609 members 
Mstep: Class 20 contains 18677 members 
Mstep: Class 21 contains 287569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234932336.000000 Penalty: 68341.562500
Iteration 37Q: 20 clusters Score -2.349323e+08 nChanged 13986
Entering Unmasked Mstep 
Mstep: Class 0 contains 2064 members 
Mstep: Class 1 contains 65454 members 
Mstep: Class 2 contains 71413 members 
Mstep: Class 3 contains 23561 members 
Mstep: Class 4 contains 23049 members 
Mstep: Class 5 contains 115015 members 
Mstep: Class 6 contains 100787 members 
Mstep: Class 7 contains 33493 members 
Mstep: Class 8 contains 196960 members 
Mstep: Class 9 contains 2824 members 
Mstep: Class 10 contains 25673 members 
Mstep: Class 11 contains 25134 members 
Mstep: Class 12 contains 289308 members 
Mstep: Class 13 contains 73431 members 
Mstep: Class 14 contains 170741 members 
Mstep: Class 15 contains 429405 members 
Mstep: Class 18 contains 10031 members 
Mstep: Class 19 contains 26607 members 
Mstep: Class 20 contains 18570 members 
Mstep: Class 21 contains 286645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234935824.000000 Penalty: 68341.562500
Iteration 38Q: 20 clusters Score -2.349358e+08 nChanged 13236
Entering ConstructFrom: 
Score: -234935824.000000 Penalty: 68341.562500
Entering ConstructFrom: 
Trying to split cluster 1 (66761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66761 members 
Entering Unmasked Estep 
Score: -7979437.000000 Penalty: 2755.000732
	Iteration 0F: 2 clusters Score -7979437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33367 members 
Mstep: Class 2 contains 33394 members 
Entering Unmasked Estep 
Score: -7934929.000000 Penalty: 5510.001465
	Iteration 0F: 3 clusters Score -7934929 nChanged 31196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
Score: -7953772.500000 Penalty: 5510.001465
	Iteration 1F: 3 clusters Score -7953772 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31231 members 
Mstep: Class 2 contains 35530 members 
Entering Unmasked Estep 
Score: -7957552.500000 Penalty: 5510.001465
	Iteration 2F: 3 clusters Score -7957552 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29036 members 
Mstep: Class 2 contains 37725 members 
Entering Unmasked Estep 
Score: -7963541.000000 Penalty: 5510.001465
	Iteration 3F: 3 clusters Score -7963541 nChanged 6722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 41405 members 
Entering Unmasked Estep 
Score: -7969860.000000 Penalty: 5510.001465
	Iteration 4F: 3 clusters Score -7969860 nChanged 6284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 45463 members 
Entering Unmasked Estep 
Score: -7975008.500000 Penalty: 5510.001465
	Iteration 5F: 3 clusters Score -7975008 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 48867 members 
Entering Unmasked Estep 
Score: -7978510.000000 Penalty: 5510.001465
	Iteration 6F: 3 clusters Score -7978510 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 51394 members 
Entering Unmasked Estep 
Score: -7980906.500000 Penalty: 5510.001465
	Iteration 7Q: 3 clusters Score -7980906 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 53255 members 
Entering Unmasked Estep 
Score: -7982684.500000 Penalty: 5510.001465
	Iteration 8Q: 3 clusters Score -7982684 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 54623 members 
Entering Unmasked Estep 
Score: -7984204.000000 Penalty: 5510.001465
	Iteration 9Q: 3 clusters Score -7984204 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 55621 members 
Entering Unmasked Estep 
Score: -7985119.000000 Penalty: 5510.001465
	Iteration 10Q: 3 clusters Score -7985119 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 56339 members 
Entering Unmasked Estep 
Score: -7985732.500000 Penalty: 5510.001465
	Iteration 11Q: 3 clusters Score -7985732 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 56844 members 
Entering Unmasked Estep 
Score: -7986143.000000 Penalty: 5510.001465
	Iteration 12Q: 3 clusters Score -7986143 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 57189 members 
Entering Unmasked Estep 
Score: -7986453.500000 Penalty: 5510.001465
	Iteration 13Q: 3 clusters Score -7986454 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 57403 members 
Entering Unmasked Estep 
Score: -7986655.500000 Penalty: 5510.001465
	Iteration 14Q: 3 clusters Score -7986656 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 57494 members 
Entering Unmasked Estep 
Score: -7986802.500000 Penalty: 5510.001465
	Iteration 15Q: 3 clusters Score -7986802 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 57476 members 
Entering Unmasked Estep 
Score: -7986887.500000 Penalty: 5510.001465
	Iteration 16Q: 3 clusters Score -7986888 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 57418 members 
Entering Unmasked Estep 
Score: -7986962.500000 Penalty: 5510.001465
	Iteration 17Q: 3 clusters Score -7986962 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 57341 members 
Entering Unmasked Estep 
Score: -7987010.500000 Penalty: 5510.001465
	Iteration 18Q: 3 clusters Score -7987010 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 57226 members 
Entering Unmasked Estep 
Score: -7987026.500000 Penalty: 5510.001465
	Iteration 19Q: 3 clusters Score -7987026 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 57127 members 
Entering Unmasked Estep 
Score: -7987060.500000 Penalty: 5510.001465
	Iteration 20F: 3 clusters Score -7987060 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 57051 members 
Entering Unmasked Estep 
Score: -7987081.000000 Penalty: 5510.001465
	Iteration 21Q: 3 clusters Score -7987081 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 57000 members 
Entering Unmasked Estep 
Score: -7987099.500000 Penalty: 5510.001465
	Iteration 22Q: 3 clusters Score -7987100 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 56955 members 
Entering Unmasked Estep 
Score: -7987121.000000 Penalty: 5510.001465
	Iteration 23Q: 3 clusters Score -7987121 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 56917 members 
Entering Unmasked Estep 
Score: -7987124.000000 Penalty: 5510.001465
	Iteration 24Q: 3 clusters Score -7987124 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 56896 members 
Entering Unmasked Estep 
Score: -7987121.500000 Penalty: 5510.001465
	Iteration 25Q: 3 clusters Score -7987122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 56879 members 
Entering Unmasked Estep 
Score: -7987124.000000 Penalty: 5510.001465
	Iteration 26Q: 3 clusters Score -7987124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 56864 members 
Entering Unmasked Estep 
Score: -7987127.000000 Penalty: 5510.001465
	Iteration 27Q: 3 clusters Score -7987127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 56853 members 
Entering Unmasked Estep 
Score: -7987136.500000 Penalty: 5510.001465
	Iteration 28Q: 3 clusters Score -7987136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 56843 members 
Entering Unmasked Estep 
Score: -7987139.000000 Penalty: 5510.001465
	Iteration 29Q: 3 clusters Score -7987139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 56835 members 
Entering Unmasked Estep 
Score: -7987141.000000 Penalty: 5510.001465
	Iteration 30Q: 3 clusters Score -7987141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 56826 members 
Entering Unmasked Estep 
Score: -7987134.500000 Penalty: 5510.001465
	Iteration 31Q: 3 clusters Score -7987134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 56818 members 
Entering Unmasked Estep 
Score: -7987134.000000 Penalty: 5510.001465
	Iteration 32Q: 3 clusters Score -7987134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 56809 members 
Entering Unmasked Estep 
Score: -7987135.000000 Penalty: 5510.001465
	Iteration 33Q: 3 clusters Score -7987135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 56807 members 
Entering Unmasked Estep 
Score: -7987132.000000 Penalty: 5510.001465
	Iteration 34Q: 3 clusters Score -7987132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 56803 members 
Entering Unmasked Estep 
Score: -7987126.000000 Penalty: 5510.001465
	Iteration 35Q: 3 clusters Score -7987126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 56802 members 
Entering Unmasked Estep 
Score: -7987129.000000 Penalty: 5510.001465
	Iteration 36Q: 3 clusters Score -7987129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 56800 members 
Entering Unmasked Estep 
Score: -7987129.500000 Penalty: 5510.001465
	Iteration 37Q: 3 clusters Score -7987130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 56799 members 
Entering Unmasked Estep 
Score: -7987127.000000 Penalty: 5510.001465
	Iteration 38Q: 3 clusters Score -7987127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 56797 members 
Entering Unmasked Estep 
Score: -7987127.000000 Penalty: 5510.001465
	Iteration 39Q: 3 clusters Score -7987127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 56796 members 
Entering Unmasked Estep 
Score: -7987129.000000 Penalty: 5510.001465
	Iteration 40F: 3 clusters Score -7987129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 56794 members 
Entering Unmasked Estep 
Score: -7987129.000000 Penalty: 5510.001465
	Iteration 41Q: 3 clusters Score -7987129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 56794 members 
Entering Unmasked Estep 
Score: -7987129.000000 Penalty: 5510.001465
	Iteration 42F: 3 clusters Score -7987129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2064 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 71350 members 
Mstep: Class 3 contains 22903 members 
Mstep: Class 4 contains 23629 members 
Mstep: Class 5 contains 111687 members 
Mstep: Class 6 contains 100287 members 
Mstep: Class 7 contains 33817 members 
Mstep: Class 8 contains 198088 members 
Mstep: Class 9 contains 2771 members 
Mstep: Class 10 contains 25940 members 
Mstep: Class 11 contains 25086 members 
Mstep: Class 12 contains 293336 members 
Mstep: Class 13 contains 72023 members 
Mstep: Class 14 contains 170681 members 
Mstep: Class 15 contains 428830 members 
Mstep: Class 16 contains 56794 members 
Mstep: Class 18 contains 10070 members 
Mstep: Class 19 contains 26636 members 
Mstep: Class 20 contains 18480 members 
Mstep: Class 21 contains 285726 members 
Entering Unmasked Estep 
Score: -234947952.000000 Penalty: 71938.492188
Splitting cluster 1 changes total score from -234935824.000000 to -234947952.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 2 (71350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71350 members 
Entering Unmasked Estep 
Score: -8139352.500000 Penalty: 2771.487549
	Iteration 0F: 2 clusters Score -8139352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 35668 members 
Entering Unmasked Estep 
Score: -8091660.000000 Penalty: 5542.975098
	Iteration 0F: 3 clusters Score -8091660 nChanged 33243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35671 members 
Mstep: Class 2 contains 35679 members 
Entering Unmasked Estep 
Score: -8111527.500000 Penalty: 5542.975098
	Iteration 1F: 3 clusters Score -8111528 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 35574 members 
Entering Unmasked Estep 
Score: -8114365.000000 Penalty: 5542.975098
	Iteration 2F: 3 clusters Score -8114365 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 35697 members 
Entering Unmasked Estep 
Score: -8117965.500000 Penalty: 5542.975098
	Iteration 3F: 3 clusters Score -8117966 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35260 members 
Mstep: Class 2 contains 36090 members 
Entering Unmasked Estep 
Score: -8121377.000000 Penalty: 5542.975098
	Iteration 4F: 3 clusters Score -8121377 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34510 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -8123971.500000 Penalty: 5542.975098
	Iteration 5F: 3 clusters Score -8123972 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33441 members 
Mstep: Class 2 contains 37909 members 
Entering Unmasked Estep 
Score: -8125716.000000 Penalty: 5542.975098
	Iteration 6F: 3 clusters Score -8125716 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32228 members 
Mstep: Class 2 contains 39122 members 
Entering Unmasked Estep 
Score: -8127072.500000 Penalty: 5542.975098
	Iteration 7Q: 3 clusters Score -8127072 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30847 members 
Mstep: Class 2 contains 40503 members 
Entering Unmasked Estep 
Score: -8128178.000000 Penalty: 5542.975098
	Iteration 8Q: 3 clusters Score -8128178 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 42031 members 
Entering Unmasked Estep 
Score: -8129103.000000 Penalty: 5542.975098
	Iteration 9Q: 3 clusters Score -8129103 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 43674 members 
Entering Unmasked Estep 
Score: -8130003.500000 Penalty: 5542.975098
	Iteration 10Q: 3 clusters Score -8130004 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 45384 members 
Entering Unmasked Estep 
Score: -8130862.000000 Penalty: 5542.975098
	Iteration 11Q: 3 clusters Score -8130862 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 47179 members 
Entering Unmasked Estep 
Score: -8131621.000000 Penalty: 5542.975098
	Iteration 12Q: 3 clusters Score -8131621 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 49136 members 
Entering Unmasked Estep 
Score: -8132462.000000 Penalty: 5542.975098
	Iteration 13Q: 3 clusters Score -8132462 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 51182 members 
Entering Unmasked Estep 
Score: -8133340.000000 Penalty: 5542.975098
	Iteration 14Q: 3 clusters Score -8133340 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 53250 members 
Entering Unmasked Estep 
Score: -8134386.000000 Penalty: 5542.975098
	Iteration 15Q: 3 clusters Score -8134386 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 55278 members 
Entering Unmasked Estep 
Score: -8135431.000000 Penalty: 5542.975098
	Iteration 16Q: 3 clusters Score -8135431 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 57207 members 
Entering Unmasked Estep 
Score: -8136593.500000 Penalty: 5542.975098
	Iteration 17Q: 3 clusters Score -8136594 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 58982 members 
Entering Unmasked Estep 
Score: -8137688.500000 Penalty: 5542.975098
	Iteration 18Q: 3 clusters Score -8137688 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 60528 members 
Entering Unmasked Estep 
Score: -8138620.000000 Penalty: 5542.975098
	Iteration 19Q: 3 clusters Score -8138620 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 61816 members 
Entering Unmasked Estep 
Score: -8139407.000000 Penalty: 5542.975098
	Iteration 20F: 3 clusters Score -8139407 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 62905 members 
Entering Unmasked Estep 
Score: -8139997.500000 Penalty: 5542.975098
	Iteration 21Q: 3 clusters Score -8139998 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 63772 members 
Entering Unmasked Estep 
Score: -8140432.500000 Penalty: 5542.975098
	Iteration 22Q: 3 clusters Score -8140432 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 64497 members 
Entering Unmasked Estep 
Score: -8140791.000000 Penalty: 5542.975098
	Iteration 23Q: 3 clusters Score -8140791 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 65097 members 
Entering Unmasked Estep 
Score: -8141133.500000 Penalty: 5542.975098
	Iteration 24Q: 3 clusters Score -8141134 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 65585 members 
Entering Unmasked Estep 
Score: -8141380.500000 Penalty: 5542.975098
	Iteration 25Q: 3 clusters Score -8141380 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 65940 members 
Entering Unmasked Estep 
Score: -8141594.000000 Penalty: 5542.975098
	Iteration 26Q: 3 clusters Score -8141594 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 66222 members 
Entering Unmasked Estep 
Score: -8141731.000000 Penalty: 5542.975098
	Iteration 27Q: 3 clusters Score -8141731 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 66473 members 
Entering Unmasked Estep 
Score: -8141825.000000 Penalty: 5542.975098
	Iteration 28Q: 3 clusters Score -8141825 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 66679 members 
Entering Unmasked Estep 
Score: -8141889.000000 Penalty: 5542.975098
	Iteration 29Q: 3 clusters Score -8141889 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 66840 members 
Entering Unmasked Estep 
Score: -8141947.500000 Penalty: 5542.975098
	Iteration 30Q: 3 clusters Score -8141948 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 66959 members 
Entering Unmasked Estep 
Score: -8141948.000000 Penalty: 5542.975098
	Iteration 31Q: 3 clusters Score -8141948 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 67037 members 
Entering Unmasked Estep 
Score: -8141961.500000 Penalty: 5542.975098
	Iteration 32Q: 3 clusters Score -8141962 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 67090 members 
Entering Unmasked Estep 
Score: -8141970.500000 Penalty: 5542.975098
	Iteration 33Q: 3 clusters Score -8141970 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 67130 members 
Entering Unmasked Estep 
Score: -8141964.500000 Penalty: 5542.975098
	Iteration 34Q: 3 clusters Score -8141964 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 67166 members 
Entering Unmasked Estep 
Score: -8141971.500000 Penalty: 5542.975098
	Iteration 35Q: 3 clusters Score -8141972 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 67201 members 
Entering Unmasked Estep 
Score: -8141971.000000 Penalty: 5542.975098
	Iteration 36Q: 3 clusters Score -8141971 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 67231 members 
Entering Unmasked Estep 
Score: -8141977.500000 Penalty: 5542.975098
	Iteration 37Q: 3 clusters Score -8141978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 67251 members 
Entering Unmasked Estep 
Score: -8141984.000000 Penalty: 5542.975098
	Iteration 38Q: 3 clusters Score -8141984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 67262 members 
Entering Unmasked Estep 
Score: -8141980.000000 Penalty: 5542.975098
	Iteration 39Q: 3 clusters Score -8141980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 67274 members 
Entering Unmasked Estep 
Score: -8141981.500000 Penalty: 5542.975098
	Iteration 40F: 3 clusters Score -8141982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 67288 members 
Entering Unmasked Estep 
Score: -8141985.000000 Penalty: 5542.975098
	Iteration 41Q: 3 clusters Score -8141985 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 67296 members 
Entering Unmasked Estep 
Score: -8141986.000000 Penalty: 5542.975098
	Iteration 42Q: 3 clusters Score -8141986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 67303 members 
Entering Unmasked Estep 
Score: -8141991.000000 Penalty: 5542.975098
	Iteration 43Q: 3 clusters Score -8141991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 67313 members 
Entering Unmasked Estep 
Score: -8141989.500000 Penalty: 5542.975098
	Iteration 44Q: 3 clusters Score -8141990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 67315 members 
Entering Unmasked Estep 
Score: -8141989.500000 Penalty: 5542.975098
	Iteration 45Q: 3 clusters Score -8141990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 67316 members 
Entering Unmasked Estep 
Score: -8141988.000000 Penalty: 5542.975098
	Iteration 46Q: 3 clusters Score -8141988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 67318 members 
Entering Unmasked Estep 
Score: -8141988.000000 Penalty: 5542.975098
	Iteration 47Q: 3 clusters Score -8141988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 67321 members 
Entering Unmasked Estep 
Score: -8141989.500000 Penalty: 5542.975098
	Iteration 48Q: 3 clusters Score -8141990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 67321 members 
Entering Unmasked Estep 
Score: -8141984.500000 Penalty: 5542.975098
	Iteration 49Q: 3 clusters Score -8141984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 67323 members 
Entering Unmasked Estep 
Score: -8141994.000000 Penalty: 5542.975098
	Iteration 50Q: 3 clusters Score -8141994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 67324 members 
Entering Unmasked Estep 
Score: -8141995.500000 Penalty: 5542.975098
	Iteration 51Q: 3 clusters Score -8141996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 67324 members 
Entering Unmasked Estep 
Score: -8141995.500000 Penalty: 5542.975098
	Iteration 52F: 3 clusters Score -8141996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2064 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 4026 members 
Mstep: Class 3 contains 22903 members 
Mstep: Class 4 contains 23629 members 
Mstep: Class 5 contains 111687 members 
Mstep: Class 6 contains 100287 members 
Mstep: Class 7 contains 33817 members 
Mstep: Class 8 contains 198088 members 
Mstep: Class 9 contains 2771 members 
Mstep: Class 10 contains 25940 members 
Mstep: Class 11 contains 25086 members 
Mstep: Class 12 contains 293336 members 
Mstep: Class 13 contains 72023 members 
Mstep: Class 14 contains 170681 members 
Mstep: Class 15 contains 428830 members 
Mstep: Class 16 contains 56794 members 
Mstep: Class 17 contains 67324 members 
Mstep: Class 18 contains 10070 members 
Mstep: Class 19 contains 26636 members 
Mstep: Class 20 contains 18480 members 
Mstep: Class 21 contains 285726 members 
Entering Unmasked Estep 
Score: -234948816.000000 Penalty: 75535.414062
Splitting cluster 2 changes total score from -234935824.000000 to -234948816.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 3 (22903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Entering Unmasked Estep 
Score: -2799223.000000 Penalty: 2489.677734
	Iteration 0F: 2 clusters Score -2799223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -2783232.250000 Penalty: 4979.355469
	Iteration 0F: 3 clusters Score -2783232 nChanged 10170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -2788648.250000 Penalty: 4979.355469
	Iteration 1F: 3 clusters Score -2788648 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -2789041.500000 Penalty: 4979.355469
	Iteration 2F: 3 clusters Score -2789042 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -2789366.000000 Penalty: 4979.355469
	Iteration 3Q: 3 clusters Score -2789366 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -2789618.750000 Penalty: 4979.355469
	Iteration 4Q: 3 clusters Score -2789619 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -2789888.500000 Penalty: 4979.355469
	Iteration 5Q: 3 clusters Score -2789888 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -2790171.250000 Penalty: 4979.355469
	Iteration 6Q: 3 clusters Score -2790171 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -2790468.000000 Penalty: 4979.355469
	Iteration 7Q: 3 clusters Score -2790468 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -2790771.750000 Penalty: 4979.355469
	Iteration 8Q: 3 clusters Score -2790772 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -2791101.250000 Penalty: 4979.355469
	Iteration 9Q: 3 clusters Score -2791101 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -2791469.750000 Penalty: 4979.355469
	Iteration 10Q: 3 clusters Score -2791470 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -2791859.750000 Penalty: 4979.355469
	Iteration 11Q: 3 clusters Score -2791860 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -2792301.000000 Penalty: 4979.355469
	Iteration 12Q: 3 clusters Score -2792301 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -2792742.250000 Penalty: 4979.355469
	Iteration 13Q: 3 clusters Score -2792742 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2793148.500000 Penalty: 4979.355469
	Iteration 14Q: 3 clusters Score -2793148 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -2793494.500000 Penalty: 4979.355469
	Iteration 15Q: 3 clusters Score -2793494 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -2793823.750000 Penalty: 4979.355469
	Iteration 16Q: 3 clusters Score -2793824 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -2794111.750000 Penalty: 4979.355469
	Iteration 17Q: 3 clusters Score -2794112 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -2794314.500000 Penalty: 4979.355469
	Iteration 18Q: 3 clusters Score -2794314 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -2794471.250000 Penalty: 4979.355469
	Iteration 19Q: 3 clusters Score -2794471 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -2794641.000000 Penalty: 4979.355469
	Iteration 20F: 3 clusters Score -2794641 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -2794789.500000 Penalty: 4979.355469
	Iteration 21Q: 3 clusters Score -2794790 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -2794932.000000 Penalty: 4979.355469
	Iteration 22Q: 3 clusters Score -2794932 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -2795090.250000 Penalty: 4979.355469
	Iteration 23Q: 3 clusters Score -2795090 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -2795241.750000 Penalty: 4979.355469
	Iteration 24Q: 3 clusters Score -2795242 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -2795357.000000 Penalty: 4979.355469
	Iteration 25Q: 3 clusters Score -2795357 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -2795466.000000 Penalty: 4979.355469
	Iteration 26Q: 3 clusters Score -2795466 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -2795579.250000 Penalty: 4979.355469
	Iteration 27Q: 3 clusters Score -2795579 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -2795663.500000 Penalty: 4979.355469
	Iteration 28Q: 3 clusters Score -2795664 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -2795751.250000 Penalty: 4979.355469
	Iteration 29Q: 3 clusters Score -2795751 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -2795842.500000 Penalty: 4979.355469
	Iteration 30Q: 3 clusters Score -2795842 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -2795948.500000 Penalty: 4979.355469
	Iteration 31Q: 3 clusters Score -2795948 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -2796047.000000 Penalty: 4979.355469
	Iteration 32Q: 3 clusters Score -2796047 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -2796132.000000 Penalty: 4979.355469
	Iteration 33Q: 3 clusters Score -2796132 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -2796211.750000 Penalty: 4979.355469
	Iteration 34Q: 3 clusters Score -2796212 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -2796297.000000 Penalty: 4979.355469
	Iteration 35Q: 3 clusters Score -2796297 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -2796368.250000 Penalty: 4979.355469
	Iteration 36Q: 3 clusters Score -2796368 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -2796445.250000 Penalty: 4979.355469
	Iteration 37Q: 3 clusters Score -2796445 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -2796509.500000 Penalty: 4979.355469
	Iteration 38Q: 3 clusters Score -2796510 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -2796594.750000 Penalty: 4979.355469
	Iteration 39Q: 3 clusters Score -2796595 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -2796659.250000 Penalty: 4979.355469
	Iteration 40F: 3 clusters Score -2796659 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -2796728.750000 Penalty: 4979.355469
	Iteration 41Q: 3 clusters Score -2796729 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -2796786.250000 Penalty: 4979.355469
	Iteration 42Q: 3 clusters Score -2796786 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -2796850.500000 Penalty: 4979.355469
	Iteration 43Q: 3 clusters Score -2796850 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -2796896.000000 Penalty: 4979.355469
	Iteration 44Q: 3 clusters Score -2796896 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -2796951.250000 Penalty: 4979.355469
	Iteration 45Q: 3 clusters Score -2796951 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2797005.000000 Penalty: 4979.355469
	Iteration 46Q: 3 clusters Score -2797005 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -2797049.250000 Penalty: 4979.355469
	Iteration 47Q: 3 clusters Score -2797049 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2797078.250000 Penalty: 4979.355469
	Iteration 48Q: 3 clusters Score -2797078 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2797103.750000 Penalty: 4979.355469
	Iteration 49Q: 3 clusters Score -2797104 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2797116.750000 Penalty: 4979.355469
	Iteration 50Q: 3 clusters Score -2797117 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2797130.750000 Penalty: 4979.355469
	Iteration 51Q: 3 clusters Score -2797131 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2797133.750000 Penalty: 4979.355469
	Iteration 52Q: 3 clusters Score -2797134 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2797149.500000 Penalty: 4979.355469
	Iteration 53Q: 3 clusters Score -2797150 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2797157.000000 Penalty: 4979.355469
	Iteration 54Q: 3 clusters Score -2797157 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2797164.500000 Penalty: 4979.355469
	Iteration 55Q: 3 clusters Score -2797164 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2797181.500000 Penalty: 4979.355469
	Iteration 56Q: 3 clusters Score -2797182 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2797187.500000 Penalty: 4979.355469
	Iteration 57Q: 3 clusters Score -2797188 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2797199.500000 Penalty: 4979.355469
	Iteration 58Q: 3 clusters Score -2797200 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2797204.000000 Penalty: 4979.355469
	Iteration 59Q: 3 clusters Score -2797204 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2797211.500000 Penalty: 4979.355469
	Iteration 60F: 3 clusters Score -2797212 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2797216.750000 Penalty: 4979.355469
	Iteration 61Q: 3 clusters Score -2797217 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2797225.250000 Penalty: 4979.355469
	Iteration 62Q: 3 clusters Score -2797225 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2797228.250000 Penalty: 4979.355469
	Iteration 63Q: 3 clusters Score -2797228 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2797233.000000 Penalty: 4979.355469
	Iteration 64Q: 3 clusters Score -2797233 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2797242.500000 Penalty: 4979.355469
	Iteration 65Q: 3 clusters Score -2797242 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2797249.500000 Penalty: 4979.355469
	Iteration 66Q: 3 clusters Score -2797250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2797254.500000 Penalty: 4979.355469
	Iteration 67Q: 3 clusters Score -2797254 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2797269.500000 Penalty: 4979.355469
	Iteration 68Q: 3 clusters Score -2797270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2797268.000000 Penalty: 4979.355469
	Iteration 69Q: 3 clusters Score -2797268 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2797277.500000 Penalty: 4979.355469
	Iteration 70Q: 3 clusters Score -2797278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2797281.500000 Penalty: 4979.355469
	Iteration 71Q: 3 clusters Score -2797282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2797290.250000 Penalty: 4979.355469
	Iteration 72Q: 3 clusters Score -2797290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2797299.250000 Penalty: 4979.355469
	Iteration 73Q: 3 clusters Score -2797299 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2797303.500000 Penalty: 4979.355469
	Iteration 74Q: 3 clusters Score -2797304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2797309.250000 Penalty: 4979.355469
	Iteration 75Q: 3 clusters Score -2797309 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2797310.250000 Penalty: 4979.355469
	Iteration 76Q: 3 clusters Score -2797310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2797317.000000 Penalty: 4979.355469
	Iteration 77Q: 3 clusters Score -2797317 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2797323.500000 Penalty: 4979.355469
	Iteration 78Q: 3 clusters Score -2797324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2797326.750000 Penalty: 4979.355469
	Iteration 79Q: 3 clusters Score -2797327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2797332.750000 Penalty: 4979.355469
	Iteration 80F: 3 clusters Score -2797333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2797331.500000 Penalty: 4979.355469
	Iteration 81Q: 3 clusters Score -2797332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2797329.250000 Penalty: 4979.355469
	Iteration 82Q: 3 clusters Score -2797329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2797331.000000 Penalty: 4979.355469
	Iteration 83Q: 3 clusters Score -2797331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2797333.000000 Penalty: 4979.355469
	Iteration 84Q: 3 clusters Score -2797333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2797330.000000 Penalty: 4979.355469
	Iteration 85Q: 3 clusters Score -2797330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2797333.250000 Penalty: 4979.355469
	Iteration 86Q: 3 clusters Score -2797333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2797336.750000 Penalty: 4979.355469
	Iteration 87Q: 3 clusters Score -2797337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2797337.500000 Penalty: 4979.355469
	Iteration 88Q: 3 clusters Score -2797338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2797342.750000 Penalty: 4979.355469
	Iteration 89Q: 3 clusters Score -2797343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2797344.750000 Penalty: 4979.355469
	Iteration 90Q: 3 clusters Score -2797345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2797349.500000 Penalty: 4979.355469
	Iteration 91Q: 3 clusters Score -2797350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2797353.250000 Penalty: 4979.355469
	Iteration 92Q: 3 clusters Score -2797353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2797351.500000 Penalty: 4979.355469
	Iteration 93Q: 3 clusters Score -2797352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2797350.750000 Penalty: 4979.355469
	Iteration 94Q: 3 clusters Score -2797351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2797352.750000 Penalty: 4979.355469
	Iteration 95Q: 3 clusters Score -2797353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2797352.750000 Penalty: 4979.355469
	Iteration 96F: 3 clusters Score -2797353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (23629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Entering Unmasked Estep 
Score: -2571538.750000 Penalty: 2497.417236
	Iteration 0F: 2 clusters Score -2571539 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 11764 members 
Entering Unmasked Estep 
Score: -2555334.250000 Penalty: 4994.834473
	Iteration 0F: 3 clusters Score -2555334 nChanged 10554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -2563046.500000 Penalty: 4994.834473
	Iteration 1F: 3 clusters Score -2563046 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -2565835.500000 Penalty: 4994.834473
	Iteration 2F: 3 clusters Score -2565836 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -2567933.250000 Penalty: 4994.834473
	Iteration 3F: 3 clusters Score -2567933 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -2569305.000000 Penalty: 4994.834473
	Iteration 4F: 3 clusters Score -2569305 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -2570167.750000 Penalty: 4994.834473
	Iteration 5F: 3 clusters Score -2570168 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -2570784.000000 Penalty: 4994.834473
	Iteration 6Q: 3 clusters Score -2570784 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -2571310.500000 Penalty: 4994.834473
	Iteration 7Q: 3 clusters Score -2571310 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -2571852.000000 Penalty: 4994.834473
	Iteration 8Q: 3 clusters Score -2571852 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -2572452.000000 Penalty: 4994.834473
	Iteration 9Q: 3 clusters Score -2572452 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -2572944.750000 Penalty: 4994.834473
	Iteration 10Q: 3 clusters Score -2572945 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -2573350.750000 Penalty: 4994.834473
	Iteration 11Q: 3 clusters Score -2573351 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -2573669.500000 Penalty: 4994.834473
	Iteration 12Q: 3 clusters Score -2573670 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -2573951.250000 Penalty: 4994.834473
	Iteration 13Q: 3 clusters Score -2573951 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -2574246.250000 Penalty: 4994.834473
	Iteration 14Q: 3 clusters Score -2574246 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -2574434.250000 Penalty: 4994.834473
	Iteration 15Q: 3 clusters Score -2574434 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -2574540.750000 Penalty: 4994.834473
	Iteration 16Q: 3 clusters Score -2574541 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -2574604.500000 Penalty: 4994.834473
	Iteration 17Q: 3 clusters Score -2574604 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -2574681.250000 Penalty: 4994.834473
	Iteration 18Q: 3 clusters Score -2574681 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -2574741.000000 Penalty: 4994.834473
	Iteration 19Q: 3 clusters Score -2574741 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -2575005.500000 Penalty: 4994.834473
	Iteration 20F: 3 clusters Score -2575006 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -2575310.500000 Penalty: 4994.834473
	Iteration 21Q: 3 clusters Score -2575310 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -2575479.500000 Penalty: 4994.834473
	Iteration 22Q: 3 clusters Score -2575480 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -2575552.000000 Penalty: 4994.834473
	Iteration 23Q: 3 clusters Score -2575552 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -2575589.250000 Penalty: 4994.834473
	Iteration 24Q: 3 clusters Score -2575589 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -2575618.250000 Penalty: 4994.834473
	Iteration 25Q: 3 clusters Score -2575618 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -2575641.500000 Penalty: 4994.834473
	Iteration 26Q: 3 clusters Score -2575642 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -2575646.250000 Penalty: 4994.834473
	Iteration 27Q: 3 clusters Score -2575646 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -2575674.750000 Penalty: 4994.834473
	Iteration 28Q: 3 clusters Score -2575675 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -2575702.000000 Penalty: 4994.834473
	Iteration 29Q: 3 clusters Score -2575702 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -2575720.000000 Penalty: 4994.834473
	Iteration 30Q: 3 clusters Score -2575720 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -2575721.000000 Penalty: 4994.834473
	Iteration 31Q: 3 clusters Score -2575721 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -2575724.500000 Penalty: 4994.834473
	Iteration 32Q: 3 clusters Score -2575724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -2575723.500000 Penalty: 4994.834473
	Iteration 33Q: 3 clusters Score -2575724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -2575728.250000 Penalty: 4994.834473
	Iteration 34Q: 3 clusters Score -2575728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -2575729.750000 Penalty: 4994.834473
	Iteration 35Q: 3 clusters Score -2575730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -2575726.750000 Penalty: 4994.834473
	Iteration 36Q: 3 clusters Score -2575727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -2575728.750000 Penalty: 4994.834473
	Iteration 37Q: 3 clusters Score -2575729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -2575728.750000 Penalty: 4994.834473
	Iteration 38F: 3 clusters Score -2575729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2064 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 4026 members 
Mstep: Class 3 contains 22903 members 
Mstep: Class 4 contains 5245 members 
Mstep: Class 5 contains 111687 members 
Mstep: Class 6 contains 100287 members 
Mstep: Class 7 contains 33817 members 
Mstep: Class 8 contains 198088 members 
Mstep: Class 9 contains 2771 members 
Mstep: Class 10 contains 25940 members 
Mstep: Class 11 contains 25086 members 
Mstep: Class 12 contains 293336 members 
Mstep: Class 13 contains 72023 members 
Mstep: Class 14 contains 170681 members 
Mstep: Class 15 contains 428830 members 
Mstep: Class 16 contains 56794 members 
Mstep: Class 17 contains 67324 members 
Mstep: Class 18 contains 10070 members 
Mstep: Class 19 contains 26636 members 
Mstep: Class 20 contains 18480 members 
Mstep: Class 21 contains 285726 members 
Mstep: Class 22 contains 18384 members 
Entering Unmasked Estep 
Score: -234952016.000000 Penalty: 79132.335938
Splitting cluster 4 changes total score from -234935824.000000 to -234952016.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 5 (111687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111687 members 
Entering Unmasked Estep 
Score: -13162184.000000 Penalty: 2882.617188
	Iteration 0F: 2 clusters Score -1.316218e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55954 members 
Mstep: Class 2 contains 55733 members 
Entering Unmasked Estep 
Score: -13087475.000000 Penalty: 5765.234375
	Iteration 0F: 3 clusters Score -1.308748e+07 nChanged 53151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56221 members 
Mstep: Class 2 contains 55466 members 
Entering Unmasked Estep 
Score: -13118921.000000 Penalty: 5765.234375
	Iteration 1F: 3 clusters Score -1.311892e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56251 members 
Mstep: Class 2 contains 55436 members 
Entering Unmasked Estep 
Score: -13120908.000000 Penalty: 5765.234375
	Iteration 2Q: 3 clusters Score -1.312091e+07 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56356 members 
Mstep: Class 2 contains 55331 members 
Entering Unmasked Estep 
Score: -13123503.000000 Penalty: 5765.234375
	Iteration 3F: 3 clusters Score -1.31235e+07 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56451 members 
Mstep: Class 2 contains 55236 members 
Entering Unmasked Estep 
Score: -13126638.000000 Penalty: 5765.234375
	Iteration 4F: 3 clusters Score -1.312664e+07 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56628 members 
Mstep: Class 2 contains 55059 members 
Entering Unmasked Estep 
Score: -13130288.000000 Penalty: 5765.234375
	Iteration 5F: 3 clusters Score -1.313029e+07 nChanged 6695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56929 members 
Mstep: Class 2 contains 54758 members 
Entering Unmasked Estep 
Score: -13134817.000000 Penalty: 5765.234375
	Iteration 6F: 3 clusters Score -1.313482e+07 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57442 members 
Mstep: Class 2 contains 54245 members 
Entering Unmasked Estep 
Score: -13140393.000000 Penalty: 5765.234375
	Iteration 7F: 3 clusters Score -1.314039e+07 nChanged 7038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57760 members 
Mstep: Class 2 contains 53927 members 
Entering Unmasked Estep 
Score: -13146576.000000 Penalty: 5765.234375
	Iteration 8F: 3 clusters Score -1.314658e+07 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57758 members 
Mstep: Class 2 contains 53929 members 
Entering Unmasked Estep 
Score: -13152164.000000 Penalty: 5765.234375
	Iteration 9F: 3 clusters Score -1.315216e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57251 members 
Mstep: Class 2 contains 54436 members 
Entering Unmasked Estep 
Score: -13155785.000000 Penalty: 5765.234375
	Iteration 10Q: 3 clusters Score -1.315578e+07 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56177 members 
Mstep: Class 2 contains 55510 members 
Entering Unmasked Estep 
Score: -13157899.000000 Penalty: 5765.234375
	Iteration 11Q: 3 clusters Score -1.31579e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54759 members 
Mstep: Class 2 contains 56928 members 
Entering Unmasked Estep 
Score: -13159583.000000 Penalty: 5765.234375
	Iteration 12Q: 3 clusters Score -1.315958e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53108 members 
Mstep: Class 2 contains 58579 members 
Entering Unmasked Estep 
Score: -13160974.000000 Penalty: 5765.234375
	Iteration 13Q: 3 clusters Score -1.316097e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51313 members 
Mstep: Class 2 contains 60374 members 
Entering Unmasked Estep 
Score: -13162145.000000 Penalty: 5765.234375
	Iteration 14Q: 3 clusters Score -1.316214e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49424 members 
Mstep: Class 2 contains 62263 members 
Entering Unmasked Estep 
Score: -13163335.000000 Penalty: 5765.234375
	Iteration 15Q: 3 clusters Score -1.316334e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47327 members 
Mstep: Class 2 contains 64360 members 
Entering Unmasked Estep 
Score: -13164768.000000 Penalty: 5765.234375
	Iteration 16Q: 3 clusters Score -1.316477e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45126 members 
Mstep: Class 2 contains 66561 members 
Entering Unmasked Estep 
Score: -13166166.000000 Penalty: 5765.234375
	Iteration 17Q: 3 clusters Score -1.316617e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42950 members 
Mstep: Class 2 contains 68737 members 
Entering Unmasked Estep 
Score: -13167644.000000 Penalty: 5765.234375
	Iteration 18Q: 3 clusters Score -1.316764e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40669 members 
Mstep: Class 2 contains 71018 members 
Entering Unmasked Estep 
Score: -13169270.000000 Penalty: 5765.234375
	Iteration 19Q: 3 clusters Score -1.316927e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38608 members 
Mstep: Class 2 contains 73079 members 
Entering Unmasked Estep 
Score: -13170583.000000 Penalty: 5765.234375
	Iteration 20F: 3 clusters Score -1.317058e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36843 members 
Mstep: Class 2 contains 74844 members 
Entering Unmasked Estep 
Score: -13171617.000000 Penalty: 5765.234375
	Iteration 21Q: 3 clusters Score -1.317162e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35421 members 
Mstep: Class 2 contains 76266 members 
Entering Unmasked Estep 
Score: -13172218.000000 Penalty: 5765.234375
	Iteration 22Q: 3 clusters Score -1.317222e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34320 members 
Mstep: Class 2 contains 77367 members 
Entering Unmasked Estep 
Score: -13172667.000000 Penalty: 5765.234375
	Iteration 23Q: 3 clusters Score -1.317267e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33445 members 
Mstep: Class 2 contains 78242 members 
Entering Unmasked Estep 
Score: -13172812.000000 Penalty: 5765.234375
	Iteration 24Q: 3 clusters Score -1.317281e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 78940 members 
Entering Unmasked Estep 
Score: -13172974.000000 Penalty: 5765.234375
	Iteration 25Q: 3 clusters Score -1.317297e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32225 members 
Mstep: Class 2 contains 79462 members 
Entering Unmasked Estep 
Score: -13173121.000000 Penalty: 5765.234375
	Iteration 26Q: 3 clusters Score -1.317312e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 79816 members 
Entering Unmasked Estep 
Score: -13173141.000000 Penalty: 5765.234375
	Iteration 27Q: 3 clusters Score -1.317314e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31589 members 
Mstep: Class 2 contains 80098 members 
Entering Unmasked Estep 
Score: -13173173.000000 Penalty: 5765.234375
	Iteration 28Q: 3 clusters Score -1.317317e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31381 members 
Mstep: Class 2 contains 80306 members 
Entering Unmasked Estep 
Score: -13173227.000000 Penalty: 5765.234375
	Iteration 29Q: 3 clusters Score -1.317323e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 80458 members 
Entering Unmasked Estep 
Score: -13173228.000000 Penalty: 5765.234375
	Iteration 30Q: 3 clusters Score -1.317323e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31127 members 
Mstep: Class 2 contains 80560 members 
Entering Unmasked Estep 
Score: -13173239.000000 Penalty: 5765.234375
	Iteration 31Q: 3 clusters Score -1.317324e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31044 members 
Mstep: Class 2 contains 80643 members 
Entering Unmasked Estep 
Score: -13173248.000000 Penalty: 5765.234375
	Iteration 32Q: 3 clusters Score -1.317325e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30990 members 
Mstep: Class 2 contains 80697 members 
Entering Unmasked Estep 
Score: -13173251.000000 Penalty: 5765.234375
	Iteration 33Q: 3 clusters Score -1.317325e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30940 members 
Mstep: Class 2 contains 80747 members 
Entering Unmasked Estep 
Score: -13173264.000000 Penalty: 5765.234375
	Iteration 34Q: 3 clusters Score -1.317326e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30915 members 
Mstep: Class 2 contains 80772 members 
Entering Unmasked Estep 
Score: -13173257.000000 Penalty: 5765.234375
	Iteration 35Q: 3 clusters Score -1.317326e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30895 members 
Mstep: Class 2 contains 80792 members 
Entering Unmasked Estep 
Score: -13173260.000000 Penalty: 5765.234375
	Iteration 36Q: 3 clusters Score -1.317326e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 80815 members 
Entering Unmasked Estep 
Score: -13173254.000000 Penalty: 5765.234375
	Iteration 37Q: 3 clusters Score -1.317325e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 80834 members 
Entering Unmasked Estep 
Score: -13173258.000000 Penalty: 5765.234375
	Iteration 38Q: 3 clusters Score -1.317326e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30839 members 
Mstep: Class 2 contains 80848 members 
Entering Unmasked Estep 
Score: -13173263.000000 Penalty: 5765.234375
	Iteration 39Q: 3 clusters Score -1.317326e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30829 members 
Mstep: Class 2 contains 80858 members 
Entering Unmasked Estep 
Score: -13173259.000000 Penalty: 5765.234375
	Iteration 40F: 3 clusters Score -1.317326e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30824 members 
Mstep: Class 2 contains 80863 members 
Entering Unmasked Estep 
Score: -13173255.000000 Penalty: 5765.234375
	Iteration 41Q: 3 clusters Score -1.317326e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30816 members 
Mstep: Class 2 contains 80871 members 
Entering Unmasked Estep 
Score: -13173260.000000 Penalty: 5765.234375
	Iteration 42Q: 3 clusters Score -1.317326e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 80876 members 
Entering Unmasked Estep 
Score: -13173256.000000 Penalty: 5765.234375
	Iteration 43Q: 3 clusters Score -1.317326e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 80883 members 
Entering Unmasked Estep 
Score: -13173257.000000 Penalty: 5765.234375
	Iteration 44Q: 3 clusters Score -1.317326e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 80886 members 
Entering Unmasked Estep 
Score: -13173258.000000 Penalty: 5765.234375
	Iteration 45Q: 3 clusters Score -1.317326e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30799 members 
Mstep: Class 2 contains 80888 members 
Entering Unmasked Estep 
Score: -13173262.000000 Penalty: 5765.234375
	Iteration 46Q: 3 clusters Score -1.317326e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30797 members 
Mstep: Class 2 contains 80890 members 
Entering Unmasked Estep 
Score: -13173255.000000 Penalty: 5765.234375
	Iteration 47Q: 3 clusters Score -1.317326e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30797 members 
Mstep: Class 2 contains 80890 members 
Entering Unmasked Estep 
Score: -13173255.000000 Penalty: 5765.234375
	Iteration 48F: 3 clusters Score -1.317326e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2064 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 4026 members 
Mstep: Class 3 contains 22903 members 
Mstep: Class 4 contains 5245 members 
Mstep: Class 5 contains 30797 members 
Mstep: Class 6 contains 100287 members 
Mstep: Class 7 contains 33817 members 
Mstep: Class 8 contains 198088 members 
Mstep: Class 9 contains 2771 members 
Mstep: Class 10 contains 25940 members 
Mstep: Class 11 contains 25086 members 
Mstep: Class 12 contains 293336 members 
Mstep: Class 13 contains 72023 members 
Mstep: Class 14 contains 170681 members 
Mstep: Class 15 contains 428830 members 
Mstep: Class 16 contains 56794 members 
Mstep: Class 17 contains 67324 members 
Mstep: Class 18 contains 10070 members 
Mstep: Class 19 contains 26636 members 
Mstep: Class 20 contains 18480 members 
Mstep: Class 21 contains 285726 members 
Mstep: Class 22 contains 18384 members 
Mstep: Class 23 contains 80890 members 
Entering Unmasked Estep 
Score: -234969472.000000 Penalty: 82729.265625
Splitting cluster 5 changes total score from -234935824.000000 to -234969472.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 6 (100287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100287 members 
Entering Unmasked Estep 
Score: -12169819.000000 Penalty: 2855.916260
	Iteration 0F: 2 clusters Score -1.216982e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50321 members 
Mstep: Class 2 contains 49966 members 
Entering Unmasked Estep 
Score: -12103034.000000 Penalty: 5711.832520
	Iteration 0F: 3 clusters Score -1.210303e+07 nChanged 47467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51620 members 
Mstep: Class 2 contains 48667 members 
Entering Unmasked Estep 
Score: -12130762.000000 Penalty: 5711.832520
	Iteration 1F: 3 clusters Score -1.213076e+07 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52024 members 
Mstep: Class 2 contains 48263 members 
Entering Unmasked Estep 
Score: -12133055.000000 Penalty: 5711.832520
	Iteration 2Q: 3 clusters Score -1.213306e+07 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51949 members 
Mstep: Class 2 contains 48338 members 
Entering Unmasked Estep 
Score: -12136606.000000 Penalty: 5711.832520
	Iteration 3F: 3 clusters Score -1.213661e+07 nChanged 6560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51037 members 
Mstep: Class 2 contains 49250 members 
Entering Unmasked Estep 
Score: -12141046.000000 Penalty: 5711.832520
	Iteration 4F: 3 clusters Score -1.214105e+07 nChanged 7231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48972 members 
Mstep: Class 2 contains 51315 members 
Entering Unmasked Estep 
Score: -12145690.000000 Penalty: 5711.832520
	Iteration 5F: 3 clusters Score -1.214569e+07 nChanged 7185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46125 members 
Mstep: Class 2 contains 54162 members 
Entering Unmasked Estep 
Score: -12149725.000000 Penalty: 5711.832520
	Iteration 6F: 3 clusters Score -1.214972e+07 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42949 members 
Mstep: Class 2 contains 57338 members 
Entering Unmasked Estep 
Score: -12152886.000000 Penalty: 5711.832520
	Iteration 7F: 3 clusters Score -1.215289e+07 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39990 members 
Mstep: Class 2 contains 60297 members 
Entering Unmasked Estep 
Score: -12155112.000000 Penalty: 5711.832520
	Iteration 8Q: 3 clusters Score -1.215511e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37338 members 
Mstep: Class 2 contains 62949 members 
Entering Unmasked Estep 
Score: -12156597.000000 Penalty: 5711.832520
	Iteration 9Q: 3 clusters Score -1.21566e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34931 members 
Mstep: Class 2 contains 65356 members 
Entering Unmasked Estep 
Score: -12157766.000000 Penalty: 5711.832520
	Iteration 10Q: 3 clusters Score -1.215777e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32542 members 
Mstep: Class 2 contains 67745 members 
Entering Unmasked Estep 
Score: -12158841.000000 Penalty: 5711.832520
	Iteration 11Q: 3 clusters Score -1.215884e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30258 members 
Mstep: Class 2 contains 70029 members 
Entering Unmasked Estep 
Score: -12159709.000000 Penalty: 5711.832520
	Iteration 12Q: 3 clusters Score -1.215971e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 72269 members 
Entering Unmasked Estep 
Score: -12160711.000000 Penalty: 5711.832520
	Iteration 13Q: 3 clusters Score -1.216071e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 74424 members 
Entering Unmasked Estep 
Score: -12161454.000000 Penalty: 5711.832520
	Iteration 14Q: 3 clusters Score -1.216145e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 76468 members 
Entering Unmasked Estep 
Score: -12162173.000000 Penalty: 5711.832520
	Iteration 15Q: 3 clusters Score -1.216217e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 78341 members 
Entering Unmasked Estep 
Score: -12162821.000000 Penalty: 5711.832520
	Iteration 16Q: 3 clusters Score -1.216282e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 80078 members 
Entering Unmasked Estep 
Score: -12163421.000000 Penalty: 5711.832520
	Iteration 17Q: 3 clusters Score -1.216342e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 81757 members 
Entering Unmasked Estep 
Score: -12163983.000000 Penalty: 5711.832520
	Iteration 18Q: 3 clusters Score -1.216398e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 83289 members 
Entering Unmasked Estep 
Score: -12164557.000000 Penalty: 5711.832520
	Iteration 19Q: 3 clusters Score -1.216456e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 84672 members 
Entering Unmasked Estep 
Score: -12165008.000000 Penalty: 5711.832520
	Iteration 20F: 3 clusters Score -1.216501e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 85896 members 
Entering Unmasked Estep 
Score: -12165361.000000 Penalty: 5711.832520
	Iteration 21Q: 3 clusters Score -1.216536e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 86997 members 
Entering Unmasked Estep 
Score: -12165697.000000 Penalty: 5711.832520
	Iteration 22Q: 3 clusters Score -1.21657e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 87963 members 
Entering Unmasked Estep 
Score: -12165930.000000 Penalty: 5711.832520
	Iteration 23Q: 3 clusters Score -1.216593e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 88841 members 
Entering Unmasked Estep 
Score: -12166242.000000 Penalty: 5711.832520
	Iteration 24Q: 3 clusters Score -1.216624e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 89666 members 
Entering Unmasked Estep 
Score: -12166512.000000 Penalty: 5711.832520
	Iteration 25Q: 3 clusters Score -1.216651e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 90477 members 
Entering Unmasked Estep 
Score: -12166895.000000 Penalty: 5711.832520
	Iteration 26Q: 3 clusters Score -1.21669e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 91287 members 
Entering Unmasked Estep 
Score: -12167623.000000 Penalty: 5711.832520
	Iteration 27Q: 3 clusters Score -1.216762e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 92133 members 
Entering Unmasked Estep 
Score: -12169541.000000 Penalty: 5711.832520
	Iteration 28Q: 3 clusters Score -1.216954e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 92644 members 
Entering Unmasked Estep 
Score: -12172053.000000 Penalty: 5711.832520
	Iteration 29Q: 3 clusters Score -1.217205e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 92688 members 
Entering Unmasked Estep 
Score: -12172671.000000 Penalty: 5711.832520
	Iteration 30Q: 3 clusters Score -1.217267e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 92638 members 
Entering Unmasked Estep 
Score: -12172830.000000 Penalty: 5711.832520
	Iteration 31Q: 3 clusters Score -1.217283e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 92550 members 
Entering Unmasked Estep 
Score: -12172843.000000 Penalty: 5711.832520
	Iteration 32Q: 3 clusters Score -1.217284e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 92459 members 
Entering Unmasked Estep 
Score: -12172833.000000 Penalty: 5711.832520
	Iteration 33Q: 3 clusters Score -1.217283e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 92380 members 
Entering Unmasked Estep 
Score: -12172867.000000 Penalty: 5711.832520
	Iteration 34Q: 3 clusters Score -1.217287e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 92294 members 
Entering Unmasked Estep 
Score: -12172860.000000 Penalty: 5711.832520
	Iteration 35Q: 3 clusters Score -1.217286e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 92223 members 
Entering Unmasked Estep 
Score: -12172888.000000 Penalty: 5711.832520
	Iteration 36Q: 3 clusters Score -1.217289e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 92173 members 
Entering Unmasked Estep 
Score: -12172896.000000 Penalty: 5711.832520
	Iteration 37Q: 3 clusters Score -1.21729e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 92137 members 
Entering Unmasked Estep 
Score: -12172894.000000 Penalty: 5711.832520
	Iteration 38Q: 3 clusters Score -1.217289e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 92100 members 
Entering Unmasked Estep 
Score: -12172896.000000 Penalty: 5711.832520
	Iteration 39Q: 3 clusters Score -1.21729e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 92073 members 
Entering Unmasked Estep 
Score: -12172929.000000 Penalty: 5711.832520
	Iteration 40F: 3 clusters Score -1.217293e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 92056 members 
Entering Unmasked Estep 
Score: -12172930.000000 Penalty: 5711.832520
	Iteration 41Q: 3 clusters Score -1.217293e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 92045 members 
Entering Unmasked Estep 
Score: -12172920.000000 Penalty: 5711.832520
	Iteration 42Q: 3 clusters Score -1.217292e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 92038 members 
Entering Unmasked Estep 
Score: -12172915.000000 Penalty: 5711.832520
	Iteration 43Q: 3 clusters Score -1.217292e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 92034 members 
Entering Unmasked Estep 
Score: -12172913.000000 Penalty: 5711.832520
	Iteration 44Q: 3 clusters Score -1.217291e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 92029 members 
Entering Unmasked Estep 
Score: -12172928.000000 Penalty: 5711.832520
	Iteration 45Q: 3 clusters Score -1.217293e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 92027 members 
Entering Unmasked Estep 
Score: -12172924.000000 Penalty: 5711.832520
	Iteration 46Q: 3 clusters Score -1.217292e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 92026 members 
Entering Unmasked Estep 
Score: -12172926.000000 Penalty: 5711.832520
	Iteration 47Q: 3 clusters Score -1.217293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 92025 members 
Entering Unmasked Estep 
Score: -12172928.000000 Penalty: 5711.832520
	Iteration 48Q: 3 clusters Score -1.217293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 92024 members 
Entering Unmasked Estep 
Score: -12172926.000000 Penalty: 5711.832520
	Iteration 49Q: 3 clusters Score -1.217293e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 92024 members 
Entering Unmasked Estep 
Score: -12172926.000000 Penalty: 5711.832520
	Iteration 50F: 3 clusters Score -1.217293e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2064 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 4026 members 
Mstep: Class 3 contains 22903 members 
Mstep: Class 4 contains 5245 members 
Mstep: Class 5 contains 30797 members 
Mstep: Class 6 contains 8263 members 
Mstep: Class 7 contains 33817 members 
Mstep: Class 8 contains 198088 members 
Mstep: Class 9 contains 2771 members 
Mstep: Class 10 contains 25940 members 
Mstep: Class 11 contains 25086 members 
Mstep: Class 12 contains 293336 members 
Mstep: Class 13 contains 72023 members 
Mstep: Class 14 contains 170681 members 
Mstep: Class 15 contains 428830 members 
Mstep: Class 16 contains 56794 members 
Mstep: Class 17 contains 67324 members 
Mstep: Class 18 contains 10070 members 
Mstep: Class 19 contains 26636 members 
Mstep: Class 20 contains 18480 members 
Mstep: Class 21 contains 285726 members 
Mstep: Class 22 contains 18384 members 
Mstep: Class 23 contains 80890 members 
Mstep: Class 24 contains 92024 members 
Entering Unmasked Estep 
Score: -234973824.000000 Penalty: 86326.187500
Splitting cluster 6 changes total score from -234935824.000000 to -234973824.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 7 (33817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Entering Unmasked Estep 
Score: -3850835.500000 Penalty: 2586.322266
	Iteration 0F: 2 clusters Score -3850836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -3827939.250000 Penalty: 5172.644531
	Iteration 0F: 3 clusters Score -3827939 nChanged 15404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -3837534.500000 Penalty: 5172.644531
	Iteration 1F: 3 clusters Score -3837534 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -3840614.000000 Penalty: 5172.644531
	Iteration 2F: 3 clusters Score -3840614 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -3844643.250000 Penalty: 5172.644531
	Iteration 3F: 3 clusters Score -3844643 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -3847988.500000 Penalty: 5172.644531
	Iteration 4F: 3 clusters Score -3847988 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -3849874.000000 Penalty: 5172.644531
	Iteration 5F: 3 clusters Score -3849874 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -3850762.250000 Penalty: 5172.644531
	Iteration 6F: 3 clusters Score -3850762 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -3851141.250000 Penalty: 5172.644531
	Iteration 7Q: 3 clusters Score -3851141 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -3851309.500000 Penalty: 5172.644531
	Iteration 8Q: 3 clusters Score -3851310 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -3851433.250000 Penalty: 5172.644531
	Iteration 9Q: 3 clusters Score -3851433 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -3851505.000000 Penalty: 5172.644531
	Iteration 10Q: 3 clusters Score -3851505 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -3851555.250000 Penalty: 5172.644531
	Iteration 11Q: 3 clusters Score -3851555 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -3851590.250000 Penalty: 5172.644531
	Iteration 12Q: 3 clusters Score -3851590 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -3851635.500000 Penalty: 5172.644531
	Iteration 13Q: 3 clusters Score -3851636 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -3851651.750000 Penalty: 5172.644531
	Iteration 14Q: 3 clusters Score -3851652 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -3851679.250000 Penalty: 5172.644531
	Iteration 15Q: 3 clusters Score -3851679 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -3851694.500000 Penalty: 5172.644531
	Iteration 16Q: 3 clusters Score -3851694 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -3851723.750000 Penalty: 5172.644531
	Iteration 17Q: 3 clusters Score -3851724 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -3851748.750000 Penalty: 5172.644531
	Iteration 18Q: 3 clusters Score -3851749 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -3851764.750000 Penalty: 5172.644531
	Iteration 19Q: 3 clusters Score -3851765 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -3851777.500000 Penalty: 5172.644531
	Iteration 20F: 3 clusters Score -3851778 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -3851789.000000 Penalty: 5172.644531
	Iteration 21Q: 3 clusters Score -3851789 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -3851789.500000 Penalty: 5172.644531
	Iteration 22Q: 3 clusters Score -3851790 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -3851802.750000 Penalty: 5172.644531
	Iteration 23Q: 3 clusters Score -3851803 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 25646 members 
Entering Unmasked Estep 
Score: -3851812.500000 Penalty: 5172.644531
	Iteration 24Q: 3 clusters Score -3851812 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -3851811.250000 Penalty: 5172.644531
	Iteration 25Q: 3 clusters Score -3851811 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 25813 members 
Entering Unmasked Estep 
Score: -3851838.250000 Penalty: 5172.644531
	Iteration 26Q: 3 clusters Score -3851838 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
Score: -3851843.500000 Penalty: 5172.644531
	Iteration 27Q: 3 clusters Score -3851844 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -3851861.000000 Penalty: 5172.644531
	Iteration 28Q: 3 clusters Score -3851861 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -3851865.750000 Penalty: 5172.644531
	Iteration 29Q: 3 clusters Score -3851866 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -3851881.000000 Penalty: 5172.644531
	Iteration 30Q: 3 clusters Score -3851881 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -3851893.250000 Penalty: 5172.644531
	Iteration 31Q: 3 clusters Score -3851893 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -3851894.750000 Penalty: 5172.644531
	Iteration 32Q: 3 clusters Score -3851895 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -3851898.500000 Penalty: 5172.644531
	Iteration 33Q: 3 clusters Score -3851898 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -3851914.750000 Penalty: 5172.644531
	Iteration 34Q: 3 clusters Score -3851915 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -3851913.750000 Penalty: 5172.644531
	Iteration 35Q: 3 clusters Score -3851914 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
Score: -3851914.750000 Penalty: 5172.644531
	Iteration 36Q: 3 clusters Score -3851915 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -3851922.000000 Penalty: 5172.644531
	Iteration 37Q: 3 clusters Score -3851922 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 26652 members 
Entering Unmasked Estep 
Score: -3851914.750000 Penalty: 5172.644531
	Iteration 38Q: 3 clusters Score -3851915 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -3851919.000000 Penalty: 5172.644531
	Iteration 39Q: 3 clusters Score -3851919 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -3851923.500000 Penalty: 5172.644531
	Iteration 40F: 3 clusters Score -3851924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -3851922.000000 Penalty: 5172.644531
	Iteration 41Q: 3 clusters Score -3851922 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 26742 members 
Entering Unmasked Estep 
Score: -3851921.000000 Penalty: 5172.644531
	Iteration 42Q: 3 clusters Score -3851921 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
Score: -3851927.000000 Penalty: 5172.644531
	Iteration 43Q: 3 clusters Score -3851927 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -3851924.750000 Penalty: 5172.644531
	Iteration 44Q: 3 clusters Score -3851925 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 26830 members 
Entering Unmasked Estep 
Score: -3851934.500000 Penalty: 5172.644531
	Iteration 45Q: 3 clusters Score -3851934 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 26864 members 
Entering Unmasked Estep 
Score: -3851936.750000 Penalty: 5172.644531
	Iteration 46Q: 3 clusters Score -3851937 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 26889 members 
Entering Unmasked Estep 
Score: -3851951.250000 Penalty: 5172.644531
	Iteration 47Q: 3 clusters Score -3851951 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -3851954.500000 Penalty: 5172.644531
	Iteration 48Q: 3 clusters Score -3851954 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -3851952.000000 Penalty: 5172.644531
	Iteration 49Q: 3 clusters Score -3851952 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -3851958.250000 Penalty: 5172.644531
	Iteration 50Q: 3 clusters Score -3851958 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -3851958.750000 Penalty: 5172.644531
	Iteration 51Q: 3 clusters Score -3851959 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -3851965.500000 Penalty: 5172.644531
	Iteration 52Q: 3 clusters Score -3851966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -3851967.500000 Penalty: 5172.644531
	Iteration 53Q: 3 clusters Score -3851968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -3851958.500000 Penalty: 5172.644531
	Iteration 54Q: 3 clusters Score -3851958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -3851964.750000 Penalty: 5172.644531
	Iteration 55Q: 3 clusters Score -3851965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -3851961.500000 Penalty: 5172.644531
	Iteration 56Q: 3 clusters Score -3851962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
Score: -3851970.500000 Penalty: 5172.644531
	Iteration 57Q: 3 clusters Score -3851970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -3851974.750000 Penalty: 5172.644531
	Iteration 58Q: 3 clusters Score -3851975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -3851968.250000 Penalty: 5172.644531
	Iteration 59Q: 3 clusters Score -3851968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 27049 members 
Entering Unmasked Estep 
Score: -3851970.250000 Penalty: 5172.644531
	Iteration 60F: 3 clusters Score -3851970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -3851961.750000 Penalty: 5172.644531
	Iteration 61Q: 3 clusters Score -3851962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 27059 members 
Entering Unmasked Estep 
Score: -3851963.000000 Penalty: 5172.644531
	Iteration 62Q: 3 clusters Score -3851963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -3851966.500000 Penalty: 5172.644531
	Iteration 63Q: 3 clusters Score -3851966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -3851968.000000 Penalty: 5172.644531
	Iteration 64Q: 3 clusters Score -3851968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -3851969.250000 Penalty: 5172.644531
	Iteration 65Q: 3 clusters Score -3851969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -3851969.250000 Penalty: 5172.644531
	Iteration 66F: 3 clusters Score -3851969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2064 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 4026 members 
Mstep: Class 3 contains 22903 members 
Mstep: Class 4 contains 5245 members 
Mstep: Class 5 contains 30797 members 
Mstep: Class 6 contains 8263 members 
Mstep: Class 7 contains 6752 members 
Mstep: Class 8 contains 198088 members 
Mstep: Class 9 contains 2771 members 
Mstep: Class 10 contains 25940 members 
Mstep: Class 11 contains 25086 members 
Mstep: Class 12 contains 293336 members 
Mstep: Class 13 contains 72023 members 
Mstep: Class 14 contains 170681 members 
Mstep: Class 15 contains 428830 members 
Mstep: Class 16 contains 56794 members 
Mstep: Class 17 contains 67324 members 
Mstep: Class 18 contains 10070 members 
Mstep: Class 19 contains 26636 members 
Mstep: Class 20 contains 18480 members 
Mstep: Class 21 contains 285726 members 
Mstep: Class 22 contains 18384 members 
Mstep: Class 23 contains 80890 members 
Mstep: Class 24 contains 92024 members 
Mstep: Class 25 contains 27065 members 
Entering Unmasked Estep 
Score: -234973600.000000 Penalty: 89923.109375
Splitting cluster 7 changes total score from -234935824.000000 to -234973600.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 8 (198088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198088 members 
Entering Unmasked Estep 
Score: -23702086.000000 Penalty: 3024.723633
	Iteration 0F: 2 clusters Score -2.370209e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99051 members 
Mstep: Class 2 contains 99037 members 
Entering Unmasked Estep 
Score: -23569760.000000 Penalty: 6049.447266
	Iteration 0F: 3 clusters Score -2.356976e+07 nChanged 95140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96451 members 
Mstep: Class 2 contains 101637 members 
Entering Unmasked Estep 
Score: -23625778.000000 Penalty: 6049.447266
	Iteration 1F: 3 clusters Score -2.362578e+07 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94503 members 
Mstep: Class 2 contains 103585 members 
Entering Unmasked Estep 
Score: -23627164.000000 Penalty: 6049.447266
	Iteration 2Q: 3 clusters Score -2.362716e+07 nChanged 6814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91655 members 
Mstep: Class 2 contains 106433 members 
Entering Unmasked Estep 
Score: -23628862.000000 Penalty: 6049.447266
	Iteration 3Q: 3 clusters Score -2.362886e+07 nChanged 7816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87541 members 
Mstep: Class 2 contains 110547 members 
Entering Unmasked Estep 
Score: -23631572.000000 Penalty: 6049.447266
	Iteration 4Q: 3 clusters Score -2.363157e+07 nChanged 8872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81895 members 
Mstep: Class 2 contains 116193 members 
Entering Unmasked Estep 
Score: -23634746.000000 Penalty: 6049.447266
	Iteration 5Q: 3 clusters Score -2.363475e+07 nChanged 10005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74338 members 
Mstep: Class 2 contains 123750 members 
Entering Unmasked Estep 
Score: -23639120.000000 Penalty: 6049.447266
	Iteration 6F: 3 clusters Score -2.363912e+07 nChanged 11304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64528 members 
Mstep: Class 2 contains 133560 members 
Entering Unmasked Estep 
Score: -23645232.000000 Penalty: 6049.447266
	Iteration 7F: 3 clusters Score -2.364523e+07 nChanged 12904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52274 members 
Mstep: Class 2 contains 145814 members 
Entering Unmasked Estep 
Score: -23653632.000000 Penalty: 6049.447266
	Iteration 8F: 3 clusters Score -2.365363e+07 nChanged 14349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38117 members 
Mstep: Class 2 contains 159971 members 
Entering Unmasked Estep 
Score: -23664982.000000 Penalty: 6049.447266
	Iteration 9F: 3 clusters Score -2.366498e+07 nChanged 14437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 174386 members 
Entering Unmasked Estep 
Score: -23677868.000000 Penalty: 6049.447266
	Iteration 10F: 3 clusters Score -2.367787e+07 nChanged 11646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 186030 members 
Entering Unmasked Estep 
Score: -23688726.000000 Penalty: 6049.447266
	Iteration 11F: 3 clusters Score -2.368873e+07 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 193080 members 
Entering Unmasked Estep 
Score: -23695302.000000 Penalty: 6049.447266
	Iteration 12Q: 3 clusters Score -2.36953e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 196166 members 
Entering Unmasked Estep 
Score: -23698132.000000 Penalty: 6049.447266
	Iteration 13Q: 3 clusters Score -2.369813e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 197214 members 
Entering Unmasked Estep 
Score: -23698970.000000 Penalty: 6049.447266
	Iteration 14Q: 3 clusters Score -2.369897e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 197520 members 
Entering Unmasked Estep 
Score: -23699264.000000 Penalty: 6049.447266
	Iteration 15Q: 3 clusters Score -2.369926e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 197625 members 
Entering Unmasked Estep 
Score: -23699406.000000 Penalty: 6049.447266
	Iteration 16Q: 3 clusters Score -2.369941e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 197670 members 
Entering Unmasked Estep 
Score: -23699452.000000 Penalty: 6049.447266
	Iteration 17Q: 3 clusters Score -2.369945e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 197688 members 
Entering Unmasked Estep 
Score: -23699498.000000 Penalty: 6049.447266
	Iteration 18Q: 3 clusters Score -2.36995e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 197703 members 
Entering Unmasked Estep 
Score: -23699504.000000 Penalty: 6049.447266
	Iteration 19Q: 3 clusters Score -2.36995e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 197712 members 
Entering Unmasked Estep 
Score: -23699524.000000 Penalty: 6049.447266
	Iteration 20F: 3 clusters Score -2.369952e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 197723 members 
Entering Unmasked Estep 
Score: -23699556.000000 Penalty: 6049.447266
	Iteration 21Q: 3 clusters Score -2.369956e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 197730 members 
Entering Unmasked Estep 
Score: -23699540.000000 Penalty: 6049.447266
	Iteration 22Q: 3 clusters Score -2.369954e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 197737 members 
Entering Unmasked Estep 
Score: -23699554.000000 Penalty: 6049.447266
	Iteration 23Q: 3 clusters Score -2.369955e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 197739 members 
Entering Unmasked Estep 
Score: -23699554.000000 Penalty: 6049.447266
	Iteration 24Q: 3 clusters Score -2.369955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 197743 members 
Entering Unmasked Estep 
Score: -23699556.000000 Penalty: 6049.447266
	Iteration 25Q: 3 clusters Score -2.369956e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 197745 members 
Entering Unmasked Estep 
Score: -23699560.000000 Penalty: 6049.447266
	Iteration 26Q: 3 clusters Score -2.369956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 197746 members 
Entering Unmasked Estep 
Score: -23699562.000000 Penalty: 6049.447266
	Iteration 27Q: 3 clusters Score -2.369956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 197746 members 
Entering Unmasked Estep 
Score: -23699576.000000 Penalty: 6049.447266
	Iteration 28Q: 3 clusters Score -2.369958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 197748 members 
Entering Unmasked Estep 
Score: -23699566.000000 Penalty: 6049.447266
	Iteration 29Q: 3 clusters Score -2.369957e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 197751 members 
Entering Unmasked Estep 
Score: -23699560.000000 Penalty: 6049.447266
	Iteration 30Q: 3 clusters Score -2.369956e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 197751 members 
Entering Unmasked Estep 
Score: -23699566.000000 Penalty: 6049.447266
	Iteration 31Q: 3 clusters Score -2.369957e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 197752 members 
Entering Unmasked Estep 
Score: -23699572.000000 Penalty: 6049.447266
	Iteration 32Q: 3 clusters Score -2.369957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 197753 members 
Entering Unmasked Estep 
Score: -23699578.000000 Penalty: 6049.447266
	Iteration 33Q: 3 clusters Score -2.369958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 197752 members 
Entering Unmasked Estep 
Score: -23699580.000000 Penalty: 6049.447266
	Iteration 34Q: 3 clusters Score -2.369958e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 197752 members 
Entering Unmasked Estep 
Score: -23699580.000000 Penalty: 6049.447266
	Iteration 35F: 3 clusters Score -2.369958e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -300645.156250 Penalty: 1965.886963
	Iteration 0F: 2 clusters Score -300645.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -297574.875000 Penalty: 3931.773926
	Iteration 0F: 3 clusters Score -297574.9 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -298557.187500 Penalty: 3931.773926
	Iteration 1F: 3 clusters Score -298557.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -299331.500000 Penalty: 3931.773926
	Iteration 2F: 3 clusters Score -299331.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -300125.906250 Penalty: 3931.773926
	Iteration 3F: 3 clusters Score -300125.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -300986.031250 Penalty: 3931.773926
	Iteration 4F: 3 clusters Score -300986 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -301878.062500 Penalty: 3931.773926
	Iteration 5F: 3 clusters Score -301878.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -303020.562500 Penalty: 3931.773926
	Iteration 6F: 3 clusters Score -303020.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -303284.156250 Penalty: 3931.773926
	Iteration 7Q: 3 clusters Score -303284.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -303369.093750 Penalty: 3931.773926
	Iteration 8Q: 3 clusters Score -303369.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -303428.750000 Penalty: 3931.773926
	Iteration 9Q: 3 clusters Score -303428.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -303462.281250 Penalty: 3931.773926
	Iteration 10Q: 3 clusters Score -303462.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -303467.406250 Penalty: 3931.773926
	Iteration 11Q: 3 clusters Score -303467.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -303467.312500 Penalty: 3931.773926
	Iteration 12Q: 3 clusters Score -303467.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -303467.312500 Penalty: 3931.773926
	Iteration 13F: 3 clusters Score -303467.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2064 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 4026 members 
Mstep: Class 3 contains 22903 members 
Mstep: Class 4 contains 5245 members 
Mstep: Class 5 contains 30797 members 
Mstep: Class 6 contains 8263 members 
Mstep: Class 7 contains 6752 members 
Mstep: Class 8 contains 198088 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 25940 members 
Mstep: Class 11 contains 25086 members 
Mstep: Class 12 contains 293336 members 
Mstep: Class 13 contains 72023 members 
Mstep: Class 14 contains 170681 members 
Mstep: Class 15 contains 428830 members 
Mstep: Class 16 contains 56794 members 
Mstep: Class 17 contains 67324 members 
Mstep: Class 18 contains 10070 members 
Mstep: Class 19 contains 26636 members 
Mstep: Class 20 contains 18480 members 
Mstep: Class 21 contains 285726 members 
Mstep: Class 22 contains 18384 members 
Mstep: Class 23 contains 80890 members 
Mstep: Class 24 contains 92024 members 
Mstep: Class 25 contains 27065 members 
Mstep: Class 26 contains 2075 members 
Entering Unmasked Estep 
Score: -234975296.000000 Penalty: 93520.039062
Splitting cluster 9 changes total score from -234935824.000000 to -234975296.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 10 (25940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Entering Unmasked Estep 
Score: -3157130.750000 Penalty: 2520.558350
	Iteration 0F: 2 clusters Score -3157131 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 12969 members 
Entering Unmasked Estep 
Score: -3139302.000000 Penalty: 5041.116699
	Iteration 0F: 3 clusters Score -3139302 nChanged 11550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -3145529.250000 Penalty: 5041.116699
	Iteration 1F: 3 clusters Score -3145529 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -3146294.000000 Penalty: 5041.116699
	Iteration 2F: 3 clusters Score -3146294 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -3147447.000000 Penalty: 5041.116699
	Iteration 3F: 3 clusters Score -3147447 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -3149102.250000 Penalty: 5041.116699
	Iteration 4F: 3 clusters Score -3149102 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -3150878.250000 Penalty: 5041.116699
	Iteration 5F: 3 clusters Score -3150878 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -3152302.500000 Penalty: 5041.116699
	Iteration 6F: 3 clusters Score -3152302 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -3153322.500000 Penalty: 5041.116699
	Iteration 7F: 3 clusters Score -3153322 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -3153983.250000 Penalty: 5041.116699
	Iteration 8Q: 3 clusters Score -3153983 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -3154495.250000 Penalty: 5041.116699
	Iteration 9Q: 3 clusters Score -3154495 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -3154927.750000 Penalty: 5041.116699
	Iteration 10Q: 3 clusters Score -3154928 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -3155297.750000 Penalty: 5041.116699
	Iteration 11Q: 3 clusters Score -3155298 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -3155585.500000 Penalty: 5041.116699
	Iteration 12Q: 3 clusters Score -3155586 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -3155824.500000 Penalty: 5041.116699
	Iteration 13Q: 3 clusters Score -3155824 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -3156027.750000 Penalty: 5041.116699
	Iteration 14Q: 3 clusters Score -3156028 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -3156192.750000 Penalty: 5041.116699
	Iteration 15Q: 3 clusters Score -3156193 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -3156319.500000 Penalty: 5041.116699
	Iteration 16Q: 3 clusters Score -3156320 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -3156419.750000 Penalty: 5041.116699
	Iteration 17Q: 3 clusters Score -3156420 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -3156484.000000 Penalty: 5041.116699
	Iteration 18Q: 3 clusters Score -3156484 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -3156546.500000 Penalty: 5041.116699
	Iteration 19Q: 3 clusters Score -3156546 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -3156614.750000 Penalty: 5041.116699
	Iteration 20F: 3 clusters Score -3156615 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -3156663.750000 Penalty: 5041.116699
	Iteration 21Q: 3 clusters Score -3156664 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -3156700.500000 Penalty: 5041.116699
	Iteration 22Q: 3 clusters Score -3156700 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -3156734.250000 Penalty: 5041.116699
	Iteration 23Q: 3 clusters Score -3156734 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -3156747.500000 Penalty: 5041.116699
	Iteration 24Q: 3 clusters Score -3156748 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -3156766.250000 Penalty: 5041.116699
	Iteration 25Q: 3 clusters Score -3156766 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -3156778.000000 Penalty: 5041.116699
	Iteration 26Q: 3 clusters Score -3156778 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -3156780.750000 Penalty: 5041.116699
	Iteration 27Q: 3 clusters Score -3156781 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -3156790.000000 Penalty: 5041.116699
	Iteration 28Q: 3 clusters Score -3156790 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -3156804.750000 Penalty: 5041.116699
	Iteration 29Q: 3 clusters Score -3156805 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -3156819.500000 Penalty: 5041.116699
	Iteration 30Q: 3 clusters Score -3156820 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -3156827.250000 Penalty: 5041.116699
	Iteration 31Q: 3 clusters Score -3156827 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -3156836.250000 Penalty: 5041.116699
	Iteration 32Q: 3 clusters Score -3156836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -3156838.000000 Penalty: 5041.116699
	Iteration 33Q: 3 clusters Score -3156838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -3156839.000000 Penalty: 5041.116699
	Iteration 34Q: 3 clusters Score -3156839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -3156847.000000 Penalty: 5041.116699
	Iteration 35Q: 3 clusters Score -3156847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -3156845.000000 Penalty: 5041.116699
	Iteration 36Q: 3 clusters Score -3156845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -3156848.000000 Penalty: 5041.116699
	Iteration 37Q: 3 clusters Score -3156848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -3156848.500000 Penalty: 5041.116699
	Iteration 38Q: 3 clusters Score -3156848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -3156846.000000 Penalty: 5041.116699
	Iteration 39Q: 3 clusters Score -3156846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -3156844.750000 Penalty: 5041.116699
	Iteration 40F: 3 clusters Score -3156845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -3156847.250000 Penalty: 5041.116699
	Iteration 41Q: 3 clusters Score -3156847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -3156848.750000 Penalty: 5041.116699
	Iteration 42Q: 3 clusters Score -3156849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -3156847.500000 Penalty: 5041.116699
	Iteration 43Q: 3 clusters Score -3156848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -3156846.250000 Penalty: 5041.116699
	Iteration 44Q: 3 clusters Score -3156846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -3156849.000000 Penalty: 5041.116699
	Iteration 45Q: 3 clusters Score -3156849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -3156848.750000 Penalty: 5041.116699
	Iteration 46Q: 3 clusters Score -3156849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -3156848.750000 Penalty: 5041.116699
	Iteration 47F: 3 clusters Score -3156849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (25086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Entering Unmasked Estep 
Score: -2963055.250000 Penalty: 2512.256104
	Iteration 0F: 2 clusters Score -2963055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -2945659.000000 Penalty: 5024.512207
	Iteration 0F: 3 clusters Score -2945659 nChanged 11194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -2951984.250000 Penalty: 5024.512207
	Iteration 1F: 3 clusters Score -2951984 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -2952849.750000 Penalty: 5024.512207
	Iteration 2F: 3 clusters Score -2952850 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -2953984.500000 Penalty: 5024.512207
	Iteration 3F: 3 clusters Score -2953984 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -2955379.000000 Penalty: 5024.512207
	Iteration 4F: 3 clusters Score -2955379 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -2956754.250000 Penalty: 5024.512207
	Iteration 5F: 3 clusters Score -2956754 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -2957845.750000 Penalty: 5024.512207
	Iteration 6F: 3 clusters Score -2957846 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -2958668.500000 Penalty: 5024.512207
	Iteration 7F: 3 clusters Score -2958668 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -2959331.250000 Penalty: 5024.512207
	Iteration 8Q: 3 clusters Score -2959331 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -2959852.000000 Penalty: 5024.512207
	Iteration 9Q: 3 clusters Score -2959852 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -2960267.250000 Penalty: 5024.512207
	Iteration 10Q: 3 clusters Score -2960267 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -2960628.000000 Penalty: 5024.512207
	Iteration 11Q: 3 clusters Score -2960628 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -2960920.750000 Penalty: 5024.512207
	Iteration 12Q: 3 clusters Score -2960921 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -2961147.250000 Penalty: 5024.512207
	Iteration 13Q: 3 clusters Score -2961147 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -2961290.000000 Penalty: 5024.512207
	Iteration 14Q: 3 clusters Score -2961290 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -2961390.000000 Penalty: 5024.512207
	Iteration 15Q: 3 clusters Score -2961390 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -2961468.000000 Penalty: 5024.512207
	Iteration 16Q: 3 clusters Score -2961468 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -2961526.750000 Penalty: 5024.512207
	Iteration 17Q: 3 clusters Score -2961527 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -2961566.250000 Penalty: 5024.512207
	Iteration 18Q: 3 clusters Score -2961566 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -2961593.500000 Penalty: 5024.512207
	Iteration 19Q: 3 clusters Score -2961594 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -2961633.250000 Penalty: 5024.512207
	Iteration 20F: 3 clusters Score -2961633 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -2961668.750000 Penalty: 5024.512207
	Iteration 21Q: 3 clusters Score -2961669 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -2961696.750000 Penalty: 5024.512207
	Iteration 22Q: 3 clusters Score -2961697 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -2961716.000000 Penalty: 5024.512207
	Iteration 23Q: 3 clusters Score -2961716 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -2961729.750000 Penalty: 5024.512207
	Iteration 24Q: 3 clusters Score -2961730 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -2961744.750000 Penalty: 5024.512207
	Iteration 25Q: 3 clusters Score -2961745 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -2961755.000000 Penalty: 5024.512207
	Iteration 26Q: 3 clusters Score -2961755 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -2961758.500000 Penalty: 5024.512207
	Iteration 27Q: 3 clusters Score -2961758 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -2961761.250000 Penalty: 5024.512207
	Iteration 28Q: 3 clusters Score -2961761 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -2961762.500000 Penalty: 5024.512207
	Iteration 29Q: 3 clusters Score -2961762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -2961768.750000 Penalty: 5024.512207
	Iteration 30Q: 3 clusters Score -2961769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -2961773.250000 Penalty: 5024.512207
	Iteration 31Q: 3 clusters Score -2961773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -2961770.500000 Penalty: 5024.512207
	Iteration 32Q: 3 clusters Score -2961770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -2961774.250000 Penalty: 5024.512207
	Iteration 33Q: 3 clusters Score -2961774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -2961775.500000 Penalty: 5024.512207
	Iteration 34Q: 3 clusters Score -2961776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -2961782.000000 Penalty: 5024.512207
	Iteration 35Q: 3 clusters Score -2961782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -2961782.500000 Penalty: 5024.512207
	Iteration 36Q: 3 clusters Score -2961782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -2961780.250000 Penalty: 5024.512207
	Iteration 37Q: 3 clusters Score -2961780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -2961781.000000 Penalty: 5024.512207
	Iteration 38Q: 3 clusters Score -2961781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -2961781.750000 Penalty: 5024.512207
	Iteration 39Q: 3 clusters Score -2961782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -2961781.750000 Penalty: 5024.512207
	Iteration 40F: 3 clusters Score -2961782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (293336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293336 members 
Entering Unmasked Estep 
Score: -35802412.000000 Penalty: 3122.090332
	Iteration 0F: 2 clusters Score -3.580241e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146210 members 
Mstep: Class 2 contains 147126 members 
Entering Unmasked Estep 
Score: -35633252.000000 Penalty: 6244.180664
	Iteration 0F: 3 clusters Score -3.563325e+07 nChanged 141831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132543 members 
Mstep: Class 2 contains 160793 members 
Entering Unmasked Estep 
Score: -35720460.000000 Penalty: 6244.180664
	Iteration 1F: 3 clusters Score -3.572046e+07 nChanged 13591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123484 members 
Mstep: Class 2 contains 169852 members 
Entering Unmasked Estep 
Score: -35726580.000000 Penalty: 6244.180664
	Iteration 2Q: 3 clusters Score -3.572658e+07 nChanged 19036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109932 members 
Mstep: Class 2 contains 183404 members 
Entering Unmasked Estep 
Score: -35739044.000000 Penalty: 6244.180664
	Iteration 3F: 3 clusters Score -3.573904e+07 nChanged 24586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91944 members 
Mstep: Class 2 contains 201392 members 
Entering Unmasked Estep 
Score: -35756016.000000 Penalty: 6244.180664
	Iteration 4F: 3 clusters Score -3.575602e+07 nChanged 25855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72185 members 
Mstep: Class 2 contains 221151 members 
Entering Unmasked Estep 
Score: -35771732.000000 Penalty: 6244.180664
	Iteration 5F: 3 clusters Score -3.577173e+07 nChanged 21013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54856 members 
Mstep: Class 2 contains 238480 members 
Entering Unmasked Estep 
Score: -35783064.000000 Penalty: 6244.180664
	Iteration 6F: 3 clusters Score -3.578306e+07 nChanged 15019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41445 members 
Mstep: Class 2 contains 251891 members 
Entering Unmasked Estep 
Score: -35791020.000000 Penalty: 6244.180664
	Iteration 7F: 3 clusters Score -3.579102e+07 nChanged 10176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 261493 members 
Entering Unmasked Estep 
Score: -35797100.000000 Penalty: 6244.180664
	Iteration 8Q: 3 clusters Score -3.57971e+07 nChanged 6691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 267792 members 
Entering Unmasked Estep 
Score: -35802256.000000 Penalty: 6244.180664
	Iteration 9Q: 3 clusters Score -3.580226e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 271610 members 
Entering Unmasked Estep 
Score: -35805756.000000 Penalty: 6244.180664
	Iteration 10Q: 3 clusters Score -3.580576e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 273954 members 
Entering Unmasked Estep 
Score: -35807888.000000 Penalty: 6244.180664
	Iteration 11Q: 3 clusters Score -3.580789e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 275578 members 
Entering Unmasked Estep 
Score: -35809092.000000 Penalty: 6244.180664
	Iteration 12Q: 3 clusters Score -3.580909e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 276773 members 
Entering Unmasked Estep 
Score: -35809968.000000 Penalty: 6244.180664
	Iteration 13Q: 3 clusters Score -3.580997e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 277689 members 
Entering Unmasked Estep 
Score: -35810516.000000 Penalty: 6244.180664
	Iteration 14Q: 3 clusters Score -3.581052e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 278403 members 
Entering Unmasked Estep 
Score: -35810740.000000 Penalty: 6244.180664
	Iteration 15Q: 3 clusters Score -3.581074e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 278922 members 
Entering Unmasked Estep 
Score: -35810808.000000 Penalty: 6244.180664
	Iteration 16Q: 3 clusters Score -3.581081e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 279320 members 
Entering Unmasked Estep 
Score: -35810936.000000 Penalty: 6244.180664
	Iteration 17Q: 3 clusters Score -3.581094e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 279631 members 
Entering Unmasked Estep 
Score: -35811020.000000 Penalty: 6244.180664
	Iteration 18Q: 3 clusters Score -3.581102e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 279884 members 
Entering Unmasked Estep 
Score: -35811024.000000 Penalty: 6244.180664
	Iteration 19Q: 3 clusters Score -3.581102e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 280097 members 
Entering Unmasked Estep 
Score: -35811020.000000 Penalty: 6244.180664
	Iteration 20F: 3 clusters Score -3.581102e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 280266 members 
Entering Unmasked Estep 
Score: -35811088.000000 Penalty: 6244.180664
	Iteration 21Q: 3 clusters Score -3.581109e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 280387 members 
Entering Unmasked Estep 
Score: -35811056.000000 Penalty: 6244.180664
	Iteration 22Q: 3 clusters Score -3.581106e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 280495 members 
Entering Unmasked Estep 
Score: -35811052.000000 Penalty: 6244.180664
	Iteration 23Q: 3 clusters Score -3.581105e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 280603 members 
Entering Unmasked Estep 
Score: -35810984.000000 Penalty: 6244.180664
	Iteration 24Q: 3 clusters Score -3.581098e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 280679 members 
Entering Unmasked Estep 
Score: -35810956.000000 Penalty: 6244.180664
	Iteration 25Q: 3 clusters Score -3.581096e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 280734 members 
Entering Unmasked Estep 
Score: -35810944.000000 Penalty: 6244.180664
	Iteration 26Q: 3 clusters Score -3.581094e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 280773 members 
Entering Unmasked Estep 
Score: -35810948.000000 Penalty: 6244.180664
	Iteration 27Q: 3 clusters Score -3.581095e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 280812 members 
Entering Unmasked Estep 
Score: -35810936.000000 Penalty: 6244.180664
	Iteration 28Q: 3 clusters Score -3.581094e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 280850 members 
Entering Unmasked Estep 
Score: -35810936.000000 Penalty: 6244.180664
	Iteration 29Q: 3 clusters Score -3.581094e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 280887 members 
Entering Unmasked Estep 
Score: -35810912.000000 Penalty: 6244.180664
	Iteration 30Q: 3 clusters Score -3.581091e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 280910 members 
Entering Unmasked Estep 
Score: -35810932.000000 Penalty: 6244.180664
	Iteration 31Q: 3 clusters Score -3.581093e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 280932 members 
Entering Unmasked Estep 
Score: -35810912.000000 Penalty: 6244.180664
	Iteration 32Q: 3 clusters Score -3.581091e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 280951 members 
Entering Unmasked Estep 
Score: -35810912.000000 Penalty: 6244.180664
	Iteration 33Q: 3 clusters Score -3.581091e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 280966 members 
Entering Unmasked Estep 
Score: -35810884.000000 Penalty: 6244.180664
	Iteration 34Q: 3 clusters Score -3.581088e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 280978 members 
Entering Unmasked Estep 
Score: -35810864.000000 Penalty: 6244.180664
	Iteration 35Q: 3 clusters Score -3.581086e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 280984 members 
Entering Unmasked Estep 
Score: -35810860.000000 Penalty: 6244.180664
	Iteration 36Q: 3 clusters Score -3.581086e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 280990 members 
Entering Unmasked Estep 
Score: -35810884.000000 Penalty: 6244.180664
	Iteration 37Q: 3 clusters Score -3.581088e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 280996 members 
Entering Unmasked Estep 
Score: -35810864.000000 Penalty: 6244.180664
	Iteration 38Q: 3 clusters Score -3.581086e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 281001 members 
Entering Unmasked Estep 
Score: -35810848.000000 Penalty: 6244.180664
	Iteration 39Q: 3 clusters Score -3.581085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 281006 members 
Entering Unmasked Estep 
Score: -35810852.000000 Penalty: 6244.180664
	Iteration 40F: 3 clusters Score -3.581085e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 281007 members 
Entering Unmasked Estep 
Score: -35810844.000000 Penalty: 6244.180664
	Iteration 41Q: 3 clusters Score -3.581084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 281009 members 
Entering Unmasked Estep 
Score: -35810844.000000 Penalty: 6244.180664
	Iteration 42Q: 3 clusters Score -3.581084e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 281010 members 
Entering Unmasked Estep 
Score: -35810856.000000 Penalty: 6244.180664
	Iteration 43Q: 3 clusters Score -3.581086e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 281011 members 
Entering Unmasked Estep 
Score: -35810848.000000 Penalty: 6244.180664
	Iteration 44Q: 3 clusters Score -3.581085e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 281011 members 
Entering Unmasked Estep 
Score: -35810848.000000 Penalty: 6244.180664
	Iteration 45F: 3 clusters Score -3.581085e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2064 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 4026 members 
Mstep: Class 3 contains 22903 members 
Mstep: Class 4 contains 5245 members 
Mstep: Class 5 contains 30797 members 
Mstep: Class 6 contains 8263 members 
Mstep: Class 7 contains 6752 members 
Mstep: Class 8 contains 198088 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 25940 members 
Mstep: Class 11 contains 25086 members 
Mstep: Class 12 contains 12325 members 
Mstep: Class 13 contains 72023 members 
Mstep: Class 14 contains 170681 members 
Mstep: Class 15 contains 428830 members 
Mstep: Class 16 contains 56794 members 
Mstep: Class 17 contains 67324 members 
Mstep: Class 18 contains 10070 members 
Mstep: Class 19 contains 26636 members 
Mstep: Class 20 contains 18480 members 
Mstep: Class 21 contains 285726 members 
Mstep: Class 22 contains 18384 members 
Mstep: Class 23 contains 80890 members 
Mstep: Class 24 contains 92024 members 
Mstep: Class 25 contains 27065 members 
Mstep: Class 26 contains 2075 members 
Mstep: Class 27 contains 281011 members 
Entering Unmasked Estep 
Score: -234981488.000000 Penalty: 97116.960938
Splitting cluster 12 changes total score from -234935824.000000 to -234981488.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 13 (72023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72023 members 
Entering Unmasked Estep 
Score: -8738147.000000 Penalty: 2773.815674
	Iteration 0F: 2 clusters Score -8738147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 35988 members 
Entering Unmasked Estep 
Score: -8690029.000000 Penalty: 5547.631348
	Iteration 0F: 3 clusters Score -8690029 nChanged 33640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35363 members 
Mstep: Class 2 contains 36660 members 
Entering Unmasked Estep 
Score: -8709294.000000 Penalty: 5547.631348
	Iteration 1F: 3 clusters Score -8709294 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34454 members 
Mstep: Class 2 contains 37569 members 
Entering Unmasked Estep 
Score: -8710527.000000 Penalty: 5547.631348
	Iteration 2Q: 3 clusters Score -8710527 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 39041 members 
Entering Unmasked Estep 
Score: -8712787.000000 Penalty: 5547.631348
	Iteration 3F: 3 clusters Score -8712787 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 41219 members 
Entering Unmasked Estep 
Score: -8716256.000000 Penalty: 5547.631348
	Iteration 4F: 3 clusters Score -8716256 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 43903 members 
Entering Unmasked Estep 
Score: -8720395.000000 Penalty: 5547.631348
	Iteration 5F: 3 clusters Score -8720395 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 46672 members 
Entering Unmasked Estep 
Score: -8724129.000000 Penalty: 5547.631348
	Iteration 6F: 3 clusters Score -8724129 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 49481 members 
Entering Unmasked Estep 
Score: -8726846.000000 Penalty: 5547.631348
	Iteration 7F: 3 clusters Score -8726846 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 52108 members 
Entering Unmasked Estep 
Score: -8728662.000000 Penalty: 5547.631348
	Iteration 8F: 3 clusters Score -8728662 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 54631 members 
Entering Unmasked Estep 
Score: -8730135.000000 Penalty: 5547.631348
	Iteration 9Q: 3 clusters Score -8730135 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 57000 members 
Entering Unmasked Estep 
Score: -8731462.000000 Penalty: 5547.631348
	Iteration 10Q: 3 clusters Score -8731462 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 59129 members 
Entering Unmasked Estep 
Score: -8732683.000000 Penalty: 5547.631348
	Iteration 11Q: 3 clusters Score -8732683 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 61122 members 
Entering Unmasked Estep 
Score: -8733800.000000 Penalty: 5547.631348
	Iteration 12Q: 3 clusters Score -8733800 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 62774 members 
Entering Unmasked Estep 
Score: -8734746.000000 Penalty: 5547.631348
	Iteration 13Q: 3 clusters Score -8734746 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 64112 members 
Entering Unmasked Estep 
Score: -8735501.000000 Penalty: 5547.631348
	Iteration 14Q: 3 clusters Score -8735501 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 65131 members 
Entering Unmasked Estep 
Score: -8736005.000000 Penalty: 5547.631348
	Iteration 15Q: 3 clusters Score -8736005 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 65900 members 
Entering Unmasked Estep 
Score: -8736375.000000 Penalty: 5547.631348
	Iteration 16Q: 3 clusters Score -8736375 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 66502 members 
Entering Unmasked Estep 
Score: -8736655.000000 Penalty: 5547.631348
	Iteration 17Q: 3 clusters Score -8736655 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 66954 members 
Entering Unmasked Estep 
Score: -8736850.000000 Penalty: 5547.631348
	Iteration 18Q: 3 clusters Score -8736850 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 67325 members 
Entering Unmasked Estep 
Score: -8736993.000000 Penalty: 5547.631348
	Iteration 19Q: 3 clusters Score -8736993 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 67631 members 
Entering Unmasked Estep 
Score: -8737153.000000 Penalty: 5547.631348
	Iteration 20F: 3 clusters Score -8737153 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 67869 members 
Entering Unmasked Estep 
Score: -8737253.000000 Penalty: 5547.631348
	Iteration 21Q: 3 clusters Score -8737253 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 68050 members 
Entering Unmasked Estep 
Score: -8737314.000000 Penalty: 5547.631348
	Iteration 22Q: 3 clusters Score -8737314 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 68230 members 
Entering Unmasked Estep 
Score: -8737346.000000 Penalty: 5547.631348
	Iteration 23Q: 3 clusters Score -8737346 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 68377 members 
Entering Unmasked Estep 
Score: -8737403.000000 Penalty: 5547.631348
	Iteration 24Q: 3 clusters Score -8737403 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 68476 members 
Entering Unmasked Estep 
Score: -8737420.000000 Penalty: 5547.631348
	Iteration 25Q: 3 clusters Score -8737420 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 68571 members 
Entering Unmasked Estep 
Score: -8737435.000000 Penalty: 5547.631348
	Iteration 26Q: 3 clusters Score -8737435 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 68645 members 
Entering Unmasked Estep 
Score: -8737454.000000 Penalty: 5547.631348
	Iteration 27Q: 3 clusters Score -8737454 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 68705 members 
Entering Unmasked Estep 
Score: -8737453.000000 Penalty: 5547.631348
	Iteration 28Q: 3 clusters Score -8737453 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 68750 members 
Entering Unmasked Estep 
Score: -8737462.000000 Penalty: 5547.631348
	Iteration 29Q: 3 clusters Score -8737462 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 68792 members 
Entering Unmasked Estep 
Score: -8737471.000000 Penalty: 5547.631348
	Iteration 30Q: 3 clusters Score -8737471 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 68826 members 
Entering Unmasked Estep 
Score: -8737482.000000 Penalty: 5547.631348
	Iteration 31Q: 3 clusters Score -8737482 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 68854 members 
Entering Unmasked Estep 
Score: -8737503.000000 Penalty: 5547.631348
	Iteration 32Q: 3 clusters Score -8737503 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 68885 members 
Entering Unmasked Estep 
Score: -8737508.000000 Penalty: 5547.631348
	Iteration 33Q: 3 clusters Score -8737508 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 68911 members 
Entering Unmasked Estep 
Score: -8737500.000000 Penalty: 5547.631348
	Iteration 34Q: 3 clusters Score -8737500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 68929 members 
Entering Unmasked Estep 
Score: -8737498.000000 Penalty: 5547.631348
	Iteration 35Q: 3 clusters Score -8737498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 68942 members 
Entering Unmasked Estep 
Score: -8737494.000000 Penalty: 5547.631348
	Iteration 36Q: 3 clusters Score -8737494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 68952 members 
Entering Unmasked Estep 
Score: -8737499.000000 Penalty: 5547.631348
	Iteration 37Q: 3 clusters Score -8737499 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 68962 members 
Entering Unmasked Estep 
Score: -8737499.000000 Penalty: 5547.631348
	Iteration 38Q: 3 clusters Score -8737499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 68973 members 
Entering Unmasked Estep 
Score: -8737513.000000 Penalty: 5547.631348
	Iteration 39Q: 3 clusters Score -8737513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 68984 members 
Entering Unmasked Estep 
Score: -8737515.000000 Penalty: 5547.631348
	Iteration 40F: 3 clusters Score -8737515 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 68997 members 
Entering Unmasked Estep 
Score: -8737511.000000 Penalty: 5547.631348
	Iteration 41Q: 3 clusters Score -8737511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 69005 members 
Entering Unmasked Estep 
Score: -8737520.000000 Penalty: 5547.631348
	Iteration 42Q: 3 clusters Score -8737520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 69011 members 
Entering Unmasked Estep 
Score: -8737520.000000 Penalty: 5547.631348
	Iteration 43Q: 3 clusters Score -8737520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 69017 members 
Entering Unmasked Estep 
Score: -8737516.000000 Penalty: 5547.631348
	Iteration 44Q: 3 clusters Score -8737516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 69022 members 
Entering Unmasked Estep 
Score: -8737527.000000 Penalty: 5547.631348
	Iteration 45Q: 3 clusters Score -8737527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 69028 members 
Entering Unmasked Estep 
Score: -8737528.000000 Penalty: 5547.631348
	Iteration 46Q: 3 clusters Score -8737528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 69037 members 
Entering Unmasked Estep 
Score: -8737524.000000 Penalty: 5547.631348
	Iteration 47Q: 3 clusters Score -8737524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 69048 members 
Entering Unmasked Estep 
Score: -8737535.000000 Penalty: 5547.631348
	Iteration 48Q: 3 clusters Score -8737535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 69055 members 
Entering Unmasked Estep 
Score: -8737534.000000 Penalty: 5547.631348
	Iteration 49Q: 3 clusters Score -8737534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 69065 members 
Entering Unmasked Estep 
Score: -8737530.000000 Penalty: 5547.631348
	Iteration 50Q: 3 clusters Score -8737530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 69068 members 
Entering Unmasked Estep 
Score: -8737537.000000 Penalty: 5547.631348
	Iteration 51Q: 3 clusters Score -8737537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 69073 members 
Entering Unmasked Estep 
Score: -8737540.000000 Penalty: 5547.631348
	Iteration 52Q: 3 clusters Score -8737540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 69078 members 
Entering Unmasked Estep 
Score: -8737543.000000 Penalty: 5547.631348
	Iteration 53Q: 3 clusters Score -8737543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 69080 members 
Entering Unmasked Estep 
Score: -8737556.000000 Penalty: 5547.631348
	Iteration 54Q: 3 clusters Score -8737556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 69081 members 
Entering Unmasked Estep 
Score: -8737548.000000 Penalty: 5547.631348
	Iteration 55Q: 3 clusters Score -8737548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 69082 members 
Entering Unmasked Estep 
Score: -8737548.000000 Penalty: 5547.631348
	Iteration 56Q: 3 clusters Score -8737548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 69083 members 
Entering Unmasked Estep 
Score: -8737550.000000 Penalty: 5547.631348
	Iteration 57Q: 3 clusters Score -8737550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 69083 members 
Entering Unmasked Estep 
Score: -8737550.000000 Penalty: 5547.631348
	Iteration 58F: 3 clusters Score -8737550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (170681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170681 members 
Entering Unmasked Estep 
Score: -20770600.000000 Penalty: 2987.792725
	Iteration 0F: 2 clusters Score -2.07706e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85559 members 
Mstep: Class 2 contains 85122 members 
Entering Unmasked Estep 
Score: -20655718.000000 Penalty: 5975.585449
	Iteration 0F: 3 clusters Score -2.065572e+07 nChanged 82051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89382 members 
Mstep: Class 2 contains 81299 members 
Entering Unmasked Estep 
Score: -20704284.000000 Penalty: 5975.585449
	Iteration 1F: 3 clusters Score -2.070428e+07 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91427 members 
Mstep: Class 2 contains 79254 members 
Entering Unmasked Estep 
Score: -20706036.000000 Penalty: 5975.585449
	Iteration 2Q: 3 clusters Score -2.070604e+07 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94410 members 
Mstep: Class 2 contains 76271 members 
Entering Unmasked Estep 
Score: -20708322.000000 Penalty: 5975.585449
	Iteration 3Q: 3 clusters Score -2.070832e+07 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98692 members 
Mstep: Class 2 contains 71989 members 
Entering Unmasked Estep 
Score: -20711416.000000 Penalty: 5975.585449
	Iteration 4Q: 3 clusters Score -2.071142e+07 nChanged 8325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104741 members 
Mstep: Class 2 contains 65940 members 
Entering Unmasked Estep 
Score: -20715740.000000 Penalty: 5975.585449
	Iteration 5Q: 3 clusters Score -2.071574e+07 nChanged 9736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112847 members 
Mstep: Class 2 contains 57834 members 
Entering Unmasked Estep 
Score: -20721450.000000 Penalty: 5975.585449
	Iteration 6F: 3 clusters Score -2.072145e+07 nChanged 10865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122694 members 
Mstep: Class 2 contains 47987 members 
Entering Unmasked Estep 
Score: -20729012.000000 Penalty: 5975.585449
	Iteration 7F: 3 clusters Score -2.072901e+07 nChanged 11368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133466 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -20737450.000000 Penalty: 5975.585449
	Iteration 8F: 3 clusters Score -2.073745e+07 nChanged 10737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143987 members 
Mstep: Class 2 contains 26694 members 
Entering Unmasked Estep 
Score: -20746058.000000 Penalty: 5975.585449
	Iteration 9F: 3 clusters Score -2.074606e+07 nChanged 9222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153113 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -20753650.000000 Penalty: 5975.585449
	Iteration 10F: 3 clusters Score -2.075365e+07 nChanged 7051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160142 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -20759598.000000 Penalty: 5975.585449
	Iteration 11Q: 3 clusters Score -2.07596e+07 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164990 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -20763738.000000 Penalty: 5975.585449
	Iteration 12Q: 3 clusters Score -2.076374e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167755 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -20765968.000000 Penalty: 5975.585449
	Iteration 13Q: 3 clusters Score -2.076597e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169091 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -20767134.000000 Penalty: 5975.585449
	Iteration 14Q: 3 clusters Score -2.076713e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169667 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -20767620.000000 Penalty: 5975.585449
	Iteration 15Q: 3 clusters Score -2.076762e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169872 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -20767866.000000 Penalty: 5975.585449
	Iteration 16Q: 3 clusters Score -2.076787e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169970 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -20767964.000000 Penalty: 5975.585449
	Iteration 17Q: 3 clusters Score -2.076796e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170015 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -20768040.000000 Penalty: 5975.585449
	Iteration 18Q: 3 clusters Score -2.076804e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170041 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -20768052.000000 Penalty: 5975.585449
	Iteration 19Q: 3 clusters Score -2.076805e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170050 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -20768082.000000 Penalty: 5975.585449
	Iteration 20F: 3 clusters Score -2.076808e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170064 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -20768094.000000 Penalty: 5975.585449
	Iteration 21Q: 3 clusters Score -2.076809e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170072 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -20768126.000000 Penalty: 5975.585449
	Iteration 22Q: 3 clusters Score -2.076813e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170081 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -20768134.000000 Penalty: 5975.585449
	Iteration 23Q: 3 clusters Score -2.076813e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170085 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -20768132.000000 Penalty: 5975.585449
	Iteration 24Q: 3 clusters Score -2.076813e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170086 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -20768150.000000 Penalty: 5975.585449
	Iteration 25Q: 3 clusters Score -2.076815e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170088 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -20768164.000000 Penalty: 5975.585449
	Iteration 26Q: 3 clusters Score -2.076816e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170089 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -20768152.000000 Penalty: 5975.585449
	Iteration 27Q: 3 clusters Score -2.076815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170092 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -20768152.000000 Penalty: 5975.585449
	Iteration 28Q: 3 clusters Score -2.076815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170090 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -20768144.000000 Penalty: 5975.585449
	Iteration 29Q: 3 clusters Score -2.076814e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170089 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -20768140.000000 Penalty: 5975.585449
	Iteration 30Q: 3 clusters Score -2.076814e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170090 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -20768142.000000 Penalty: 5975.585449
	Iteration 31Q: 3 clusters Score -2.076814e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170091 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -20768150.000000 Penalty: 5975.585449
	Iteration 32Q: 3 clusters Score -2.076815e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170092 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -20768150.000000 Penalty: 5975.585449
	Iteration 33Q: 3 clusters Score -2.076815e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170092 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -20768150.000000 Penalty: 5975.585449
	Iteration 34F: 3 clusters Score -2.076815e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (428830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428830 members 
Entering Unmasked Estep 
Score: -52532040.000000 Penalty: 3216.266357
	Iteration 0F: 2 clusters Score -5.253204e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214947 members 
Mstep: Class 2 contains 213883 members 
Entering Unmasked Estep 
Score: -52343780.000000 Penalty: 6432.532715
	Iteration 0F: 3 clusters Score -5.234378e+07 nChanged 208420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222605 members 
Mstep: Class 2 contains 206225 members 
Entering Unmasked Estep 
Score: -52468828.000000 Penalty: 6432.532715
	Iteration 1F: 3 clusters Score -5.246883e+07 nChanged 14692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221415 members 
Mstep: Class 2 contains 207415 members 
Entering Unmasked Estep 
Score: -52471028.000000 Penalty: 6432.532715
	Iteration 2Q: 3 clusters Score -5.247103e+07 nChanged 15414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217745 members 
Mstep: Class 2 contains 211085 members 
Entering Unmasked Estep 
Score: -52473660.000000 Penalty: 6432.532715
	Iteration 3Q: 3 clusters Score -5.247366e+07 nChanged 17027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211108 members 
Mstep: Class 2 contains 217722 members 
Entering Unmasked Estep 
Score: -52477812.000000 Penalty: 6432.532715
	Iteration 4Q: 3 clusters Score -5.247781e+07 nChanged 19810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200804 members 
Mstep: Class 2 contains 228026 members 
Entering Unmasked Estep 
Score: -52484104.000000 Penalty: 6432.532715
	Iteration 5Q: 3 clusters Score -5.24841e+07 nChanged 23573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187265 members 
Mstep: Class 2 contains 241565 members 
Entering Unmasked Estep 
Score: -52493140.000000 Penalty: 6432.532715
	Iteration 6F: 3 clusters Score -5.249314e+07 nChanged 26760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172155 members 
Mstep: Class 2 contains 256675 members 
Entering Unmasked Estep 
Score: -52504864.000000 Penalty: 6432.532715
	Iteration 7F: 3 clusters Score -5.250486e+07 nChanged 28114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159983 members 
Mstep: Class 2 contains 268847 members 
Entering Unmasked Estep 
Score: -52518288.000000 Penalty: 6432.532715
	Iteration 8F: 3 clusters Score -5.251829e+07 nChanged 27433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153862 members 
Mstep: Class 2 contains 274968 members 
Entering Unmasked Estep 
Score: -52534012.000000 Penalty: 6432.532715
	Iteration 9F: 3 clusters Score -5.253401e+07 nChanged 25376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154270 members 
Mstep: Class 2 contains 274560 members 
Entering Unmasked Estep 
Score: -52546244.000000 Penalty: 6432.532715
	Iteration 10F: 3 clusters Score -5.254624e+07 nChanged 18946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158322 members 
Mstep: Class 2 contains 270508 members 
Entering Unmasked Estep 
Score: -52551068.000000 Penalty: 6432.532715
	Iteration 11Q: 3 clusters Score -5.255107e+07 nChanged 12180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163794 members 
Mstep: Class 2 contains 265036 members 
Entering Unmasked Estep 
Score: -52552832.000000 Penalty: 6432.532715
	Iteration 12Q: 3 clusters Score -5.255283e+07 nChanged 9338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170558 members 
Mstep: Class 2 contains 258272 members 
Entering Unmasked Estep 
Score: -52553536.000000 Penalty: 6432.532715
	Iteration 13Q: 3 clusters Score -5.255354e+07 nChanged 8722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178148 members 
Mstep: Class 2 contains 250682 members 
Entering Unmasked Estep 
Score: -52554164.000000 Penalty: 6432.532715
	Iteration 14Q: 3 clusters Score -5.255416e+07 nChanged 8486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186160 members 
Mstep: Class 2 contains 242670 members 
Entering Unmasked Estep 
Score: -52555468.000000 Penalty: 6432.532715
	Iteration 15Q: 3 clusters Score -5.255547e+07 nChanged 8556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194502 members 
Mstep: Class 2 contains 234328 members 
Entering Unmasked Estep 
Score: -52556148.000000 Penalty: 6432.532715
	Iteration 16Q: 3 clusters Score -5.255615e+07 nChanged 9236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203632 members 
Mstep: Class 2 contains 225198 members 
Entering Unmasked Estep 
Score: -52557088.000000 Penalty: 6432.532715
	Iteration 17Q: 3 clusters Score -5.255709e+07 nChanged 9262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212776 members 
Mstep: Class 2 contains 216054 members 
Entering Unmasked Estep 
Score: -52558020.000000 Penalty: 6432.532715
	Iteration 18Q: 3 clusters Score -5.255802e+07 nChanged 9042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221634 members 
Mstep: Class 2 contains 207196 members 
Entering Unmasked Estep 
Score: -52558844.000000 Penalty: 6432.532715
	Iteration 19Q: 3 clusters Score -5.255884e+07 nChanged 8761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230045 members 
Mstep: Class 2 contains 198785 members 
Entering Unmasked Estep 
Score: -52559456.000000 Penalty: 6432.532715
	Iteration 20F: 3 clusters Score -5.255946e+07 nChanged 8451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237896 members 
Mstep: Class 2 contains 190934 members 
Entering Unmasked Estep 
Score: -52559984.000000 Penalty: 6432.532715
	Iteration 21Q: 3 clusters Score -5.255998e+07 nChanged 8026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244816 members 
Mstep: Class 2 contains 184014 members 
Entering Unmasked Estep 
Score: -52560640.000000 Penalty: 6432.532715
	Iteration 22Q: 3 clusters Score -5.256064e+07 nChanged 7467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250331 members 
Mstep: Class 2 contains 178499 members 
Entering Unmasked Estep 
Score: -52560720.000000 Penalty: 6432.532715
	Iteration 23Q: 3 clusters Score -5.256072e+07 nChanged 7227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254450 members 
Mstep: Class 2 contains 174380 members 
Entering Unmasked Estep 
Score: -52561080.000000 Penalty: 6432.532715
	Iteration 24Q: 3 clusters Score -5.256108e+07 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257049 members 
Mstep: Class 2 contains 171781 members 
Entering Unmasked Estep 
Score: -52561324.000000 Penalty: 6432.532715
	Iteration 25Q: 3 clusters Score -5.256132e+07 nChanged 7024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258519 members 
Mstep: Class 2 contains 170311 members 
Entering Unmasked Estep 
Score: -52560892.000000 Penalty: 6432.532715
	Iteration 26Q: 3 clusters Score -5.256089e+07 nChanged 6735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258740 members 
Mstep: Class 2 contains 170090 members 
Entering Unmasked Estep 
Score: -52560472.000000 Penalty: 6432.532715
	Iteration 27Q: 3 clusters Score -5.256047e+07 nChanged 6140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257872 members 
Mstep: Class 2 contains 170958 members 
Entering Unmasked Estep 
Score: -52560764.000000 Penalty: 6432.532715
	Iteration 28Q: 3 clusters Score -5.256076e+07 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256033 members 
Mstep: Class 2 contains 172797 members 
Entering Unmasked Estep 
Score: -52560224.000000 Penalty: 6432.532715
	Iteration 29Q: 3 clusters Score -5.256022e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253330 members 
Mstep: Class 2 contains 175500 members 
Entering Unmasked Estep 
Score: -52559932.000000 Penalty: 6432.532715
	Iteration 30Q: 3 clusters Score -5.255993e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249965 members 
Mstep: Class 2 contains 178865 members 
Entering Unmasked Estep 
Score: -52559680.000000 Penalty: 6432.532715
	Iteration 31Q: 3 clusters Score -5.255968e+07 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245857 members 
Mstep: Class 2 contains 182973 members 
Entering Unmasked Estep 
Score: -52559512.000000 Penalty: 6432.532715
	Iteration 32Q: 3 clusters Score -5.255951e+07 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241340 members 
Mstep: Class 2 contains 187490 members 
Entering Unmasked Estep 
Score: -52559352.000000 Penalty: 6432.532715
	Iteration 33Q: 3 clusters Score -5.255935e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236443 members 
Mstep: Class 2 contains 192387 members 
Entering Unmasked Estep 
Score: -52559120.000000 Penalty: 6432.532715
	Iteration 34Q: 3 clusters Score -5.255912e+07 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231370 members 
Mstep: Class 2 contains 197460 members 
Entering Unmasked Estep 
Score: -52559216.000000 Penalty: 6432.532715
	Iteration 35Q: 3 clusters Score -5.255922e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226066 members 
Mstep: Class 2 contains 202764 members 
Entering Unmasked Estep 
Score: -52559504.000000 Penalty: 6432.532715
	Iteration 36Q: 3 clusters Score -5.25595e+07 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220832 members 
Mstep: Class 2 contains 207998 members 
Entering Unmasked Estep 
Score: -52559632.000000 Penalty: 6432.532715
	Iteration 37Q: 3 clusters Score -5.255963e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216034 members 
Mstep: Class 2 contains 212796 members 
Entering Unmasked Estep 
Score: -52559604.000000 Penalty: 6432.532715
	Iteration 38Q: 3 clusters Score -5.25596e+07 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211852 members 
Mstep: Class 2 contains 216978 members 
Entering Unmasked Estep 
Score: -52559712.000000 Penalty: 6432.532715
	Iteration 39Q: 3 clusters Score -5.255971e+07 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208323 members 
Mstep: Class 2 contains 220507 members 
Entering Unmasked Estep 
Score: -52559612.000000 Penalty: 6432.532715
	Iteration 40F: 3 clusters Score -5.255961e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205565 members 
Mstep: Class 2 contains 223265 members 
Entering Unmasked Estep 
Score: -52559292.000000 Penalty: 6432.532715
	Iteration 41Q: 3 clusters Score -5.255929e+07 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203515 members 
Mstep: Class 2 contains 225315 members 
Entering Unmasked Estep 
Score: -52559304.000000 Penalty: 6432.532715
	Iteration 42Q: 3 clusters Score -5.25593e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202172 members 
Mstep: Class 2 contains 226658 members 
Entering Unmasked Estep 
Score: -52559320.000000 Penalty: 6432.532715
	Iteration 43Q: 3 clusters Score -5.255932e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201511 members 
Mstep: Class 2 contains 227319 members 
Entering Unmasked Estep 
Score: -52559452.000000 Penalty: 6432.532715
	Iteration 44Q: 3 clusters Score -5.255945e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201427 members 
Mstep: Class 2 contains 227403 members 
Entering Unmasked Estep 
Score: -52559812.000000 Penalty: 6432.532715
	Iteration 45Q: 3 clusters Score -5.255981e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201948 members 
Mstep: Class 2 contains 226882 members 
Entering Unmasked Estep 
Score: -52560232.000000 Penalty: 6432.532715
	Iteration 46Q: 3 clusters Score -5.256023e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203042 members 
Mstep: Class 2 contains 225788 members 
Entering Unmasked Estep 
Score: -52560528.000000 Penalty: 6432.532715
	Iteration 47Q: 3 clusters Score -5.256053e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204622 members 
Mstep: Class 2 contains 224208 members 
Entering Unmasked Estep 
Score: -52560496.000000 Penalty: 6432.532715
	Iteration 48Q: 3 clusters Score -5.25605e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206681 members 
Mstep: Class 2 contains 222149 members 
Entering Unmasked Estep 
Score: -52560528.000000 Penalty: 6432.532715
	Iteration 49Q: 3 clusters Score -5.256053e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209095 members 
Mstep: Class 2 contains 219735 members 
Entering Unmasked Estep 
Score: -52560792.000000 Penalty: 6432.532715
	Iteration 50Q: 3 clusters Score -5.256079e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211728 members 
Mstep: Class 2 contains 217102 members 
Entering Unmasked Estep 
Score: -52560992.000000 Penalty: 6432.532715
	Iteration 51Q: 3 clusters Score -5.256099e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214538 members 
Mstep: Class 2 contains 214292 members 
Entering Unmasked Estep 
Score: -52561344.000000 Penalty: 6432.532715
	Iteration 52Q: 3 clusters Score -5.256134e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217469 members 
Mstep: Class 2 contains 211361 members 
Entering Unmasked Estep 
Score: -52561652.000000 Penalty: 6432.532715
	Iteration 53Q: 3 clusters Score -5.256165e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220384 members 
Mstep: Class 2 contains 208446 members 
Entering Unmasked Estep 
Score: -52561856.000000 Penalty: 6432.532715
	Iteration 54Q: 3 clusters Score -5.256186e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223267 members 
Mstep: Class 2 contains 205563 members 
Entering Unmasked Estep 
Score: -52562300.000000 Penalty: 6432.532715
	Iteration 55Q: 3 clusters Score -5.25623e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226027 members 
Mstep: Class 2 contains 202803 members 
Entering Unmasked Estep 
Score: -52562428.000000 Penalty: 6432.532715
	Iteration 56Q: 3 clusters Score -5.256243e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228589 members 
Mstep: Class 2 contains 200241 members 
Entering Unmasked Estep 
Score: -52562552.000000 Penalty: 6432.532715
	Iteration 57Q: 3 clusters Score -5.256255e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230847 members 
Mstep: Class 2 contains 197983 members 
Entering Unmasked Estep 
Score: -52562876.000000 Penalty: 6432.532715
	Iteration 58Q: 3 clusters Score -5.256288e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232853 members 
Mstep: Class 2 contains 195977 members 
Entering Unmasked Estep 
Score: -52563128.000000 Penalty: 6432.532715
	Iteration 59Q: 3 clusters Score -5.256313e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234665 members 
Mstep: Class 2 contains 194165 members 
Entering Unmasked Estep 
Score: -52563312.000000 Penalty: 6432.532715
	Iteration 60F: 3 clusters Score -5.256331e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236201 members 
Mstep: Class 2 contains 192629 members 
Entering Unmasked Estep 
Score: -52563536.000000 Penalty: 6432.532715
	Iteration 61Q: 3 clusters Score -5.256354e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237493 members 
Mstep: Class 2 contains 191337 members 
Entering Unmasked Estep 
Score: -52563512.000000 Penalty: 6432.532715
	Iteration 62Q: 3 clusters Score -5.256351e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238383 members 
Mstep: Class 2 contains 190447 members 
Entering Unmasked Estep 
Score: -52563536.000000 Penalty: 6432.532715
	Iteration 63Q: 3 clusters Score -5.256354e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239052 members 
Mstep: Class 2 contains 189778 members 
Entering Unmasked Estep 
Score: -52563412.000000 Penalty: 6432.532715
	Iteration 64Q: 3 clusters Score -5.256341e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239413 members 
Mstep: Class 2 contains 189417 members 
Entering Unmasked Estep 
Score: -52563272.000000 Penalty: 6432.532715
	Iteration 65Q: 3 clusters Score -5.256327e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239473 members 
Mstep: Class 2 contains 189357 members 
Entering Unmasked Estep 
Score: -52563164.000000 Penalty: 6432.532715
	Iteration 66Q: 3 clusters Score -5.256316e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239309 members 
Mstep: Class 2 contains 189521 members 
Entering Unmasked Estep 
Score: -52563100.000000 Penalty: 6432.532715
	Iteration 67Q: 3 clusters Score -5.25631e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238996 members 
Mstep: Class 2 contains 189834 members 
Entering Unmasked Estep 
Score: -52563120.000000 Penalty: 6432.532715
	Iteration 68Q: 3 clusters Score -5.256312e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238526 members 
Mstep: Class 2 contains 190304 members 
Entering Unmasked Estep 
Score: -52563108.000000 Penalty: 6432.532715
	Iteration 69Q: 3 clusters Score -5.256311e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237892 members 
Mstep: Class 2 contains 190938 members 
Entering Unmasked Estep 
Score: -52563032.000000 Penalty: 6432.532715
	Iteration 70Q: 3 clusters Score -5.256303e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237117 members 
Mstep: Class 2 contains 191713 members 
Entering Unmasked Estep 
Score: -52562976.000000 Penalty: 6432.532715
	Iteration 71Q: 3 clusters Score -5.256298e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236287 members 
Mstep: Class 2 contains 192543 members 
Entering Unmasked Estep 
Score: -52562768.000000 Penalty: 6432.532715
	Iteration 72Q: 3 clusters Score -5.256277e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235422 members 
Mstep: Class 2 contains 193408 members 
Entering Unmasked Estep 
Score: -52562536.000000 Penalty: 6432.532715
	Iteration 73Q: 3 clusters Score -5.256254e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234544 members 
Mstep: Class 2 contains 194286 members 
Entering Unmasked Estep 
Score: -52562296.000000 Penalty: 6432.532715
	Iteration 74Q: 3 clusters Score -5.25623e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233637 members 
Mstep: Class 2 contains 195193 members 
Entering Unmasked Estep 
Score: -52562280.000000 Penalty: 6432.532715
	Iteration 75Q: 3 clusters Score -5.256228e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232706 members 
Mstep: Class 2 contains 196124 members 
Entering Unmasked Estep 
Score: -52562280.000000 Penalty: 6432.532715
	Iteration 76Q: 3 clusters Score -5.256228e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231734 members 
Mstep: Class 2 contains 197096 members 
Entering Unmasked Estep 
Score: -52562436.000000 Penalty: 6432.532715
	Iteration 77Q: 3 clusters Score -5.256244e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230810 members 
Mstep: Class 2 contains 198020 members 
Entering Unmasked Estep 
Score: -52562480.000000 Penalty: 6432.532715
	Iteration 78Q: 3 clusters Score -5.256248e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229907 members 
Mstep: Class 2 contains 198923 members 
Entering Unmasked Estep 
Score: -52562560.000000 Penalty: 6432.532715
	Iteration 79Q: 3 clusters Score -5.256256e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229045 members 
Mstep: Class 2 contains 199785 members 
Entering Unmasked Estep 
Score: -52562512.000000 Penalty: 6432.532715
	Iteration 80F: 3 clusters Score -5.256251e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228264 members 
Mstep: Class 2 contains 200566 members 
Entering Unmasked Estep 
Score: -52562544.000000 Penalty: 6432.532715
	Iteration 81Q: 3 clusters Score -5.256254e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227564 members 
Mstep: Class 2 contains 201266 members 
Entering Unmasked Estep 
Score: -52562708.000000 Penalty: 6432.532715
	Iteration 82Q: 3 clusters Score -5.256271e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227023 members 
Mstep: Class 2 contains 201807 members 
Entering Unmasked Estep 
Score: -52562768.000000 Penalty: 6432.532715
	Iteration 83Q: 3 clusters Score -5.256277e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226611 members 
Mstep: Class 2 contains 202219 members 
Entering Unmasked Estep 
Score: -52562800.000000 Penalty: 6432.532715
	Iteration 84Q: 3 clusters Score -5.25628e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226336 members 
Mstep: Class 2 contains 202494 members 
Entering Unmasked Estep 
Score: -52562704.000000 Penalty: 6432.532715
	Iteration 85Q: 3 clusters Score -5.25627e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226147 members 
Mstep: Class 2 contains 202683 members 
Entering Unmasked Estep 
Score: -52562708.000000 Penalty: 6432.532715
	Iteration 86Q: 3 clusters Score -5.256271e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226109 members 
Mstep: Class 2 contains 202721 members 
Entering Unmasked Estep 
Score: -52562776.000000 Penalty: 6432.532715
	Iteration 87Q: 3 clusters Score -5.256278e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226214 members 
Mstep: Class 2 contains 202616 members 
Entering Unmasked Estep 
Score: -52562828.000000 Penalty: 6432.532715
	Iteration 88Q: 3 clusters Score -5.256283e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226450 members 
Mstep: Class 2 contains 202380 members 
Entering Unmasked Estep 
Score: -52562864.000000 Penalty: 6432.532715
	Iteration 89Q: 3 clusters Score -5.256286e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226750 members 
Mstep: Class 2 contains 202080 members 
Entering Unmasked Estep 
Score: -52562860.000000 Penalty: 6432.532715
	Iteration 90Q: 3 clusters Score -5.256286e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227130 members 
Mstep: Class 2 contains 201700 members 
Entering Unmasked Estep 
Score: -52562940.000000 Penalty: 6432.532715
	Iteration 91Q: 3 clusters Score -5.256294e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227563 members 
Mstep: Class 2 contains 201267 members 
Entering Unmasked Estep 
Score: -52563044.000000 Penalty: 6432.532715
	Iteration 92Q: 3 clusters Score -5.256304e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228009 members 
Mstep: Class 2 contains 200821 members 
Entering Unmasked Estep 
Score: -52563140.000000 Penalty: 6432.532715
	Iteration 93Q: 3 clusters Score -5.256314e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228480 members 
Mstep: Class 2 contains 200350 members 
Entering Unmasked Estep 
Score: -52563156.000000 Penalty: 6432.532715
	Iteration 94Q: 3 clusters Score -5.256316e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228970 members 
Mstep: Class 2 contains 199860 members 
Entering Unmasked Estep 
Score: -52563136.000000 Penalty: 6432.532715
	Iteration 95Q: 3 clusters Score -5.256314e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229466 members 
Mstep: Class 2 contains 199364 members 
Entering Unmasked Estep 
Score: -52563144.000000 Penalty: 6432.532715
	Iteration 96Q: 3 clusters Score -5.256314e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230024 members 
Mstep: Class 2 contains 198806 members 
Entering Unmasked Estep 
Score: -52563124.000000 Penalty: 6432.532715
	Iteration 97Q: 3 clusters Score -5.256312e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230572 members 
Mstep: Class 2 contains 198258 members 
Entering Unmasked Estep 
Score: -52563224.000000 Penalty: 6432.532715
	Iteration 98Q: 3 clusters Score -5.256322e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231055 members 
Mstep: Class 2 contains 197775 members 
Entering Unmasked Estep 
Score: -52563144.000000 Penalty: 6432.532715
	Iteration 99Q: 3 clusters Score -5.256314e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231553 members 
Mstep: Class 2 contains 197277 members 
Entering Unmasked Estep 
Score: -52563196.000000 Penalty: 6432.532715
	Iteration 100F: 3 clusters Score -5.25632e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232028 members 
Mstep: Class 2 contains 196802 members 
Entering Unmasked Estep 
Score: -52563140.000000 Penalty: 6432.532715
	Iteration 101Q: 3 clusters Score -5.256314e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232446 members 
Mstep: Class 2 contains 196384 members 
Entering Unmasked Estep 
Score: -52563200.000000 Penalty: 6432.532715
	Iteration 102Q: 3 clusters Score -5.25632e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232841 members 
Mstep: Class 2 contains 195989 members 
Entering Unmasked Estep 
Score: -52563204.000000 Penalty: 6432.532715
	Iteration 103Q: 3 clusters Score -5.25632e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233191 members 
Mstep: Class 2 contains 195639 members 
Entering Unmasked Estep 
Score: -52563100.000000 Penalty: 6432.532715
	Iteration 104Q: 3 clusters Score -5.25631e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233554 members 
Mstep: Class 2 contains 195276 members 
Entering Unmasked Estep 
Score: -52563012.000000 Penalty: 6432.532715
	Iteration 105Q: 3 clusters Score -5.256301e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233852 members 
Mstep: Class 2 contains 194978 members 
Entering Unmasked Estep 
Score: -52563076.000000 Penalty: 6432.532715
	Iteration 106Q: 3 clusters Score -5.256308e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234099 members 
Mstep: Class 2 contains 194731 members 
Entering Unmasked Estep 
Score: -52563032.000000 Penalty: 6432.532715
	Iteration 107Q: 3 clusters Score -5.256303e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234254 members 
Mstep: Class 2 contains 194576 members 
Entering Unmasked Estep 
Score: -52562940.000000 Penalty: 6432.532715
	Iteration 108Q: 3 clusters Score -5.256294e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234330 members 
Mstep: Class 2 contains 194500 members 
Entering Unmasked Estep 
Score: -52562972.000000 Penalty: 6432.532715
	Iteration 109Q: 3 clusters Score -5.256297e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234370 members 
Mstep: Class 2 contains 194460 members 
Entering Unmasked Estep 
Score: -52563068.000000 Penalty: 6432.532715
	Iteration 110Q: 3 clusters Score -5.256307e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234365 members 
Mstep: Class 2 contains 194465 members 
Entering Unmasked Estep 
Score: -52563100.000000 Penalty: 6432.532715
	Iteration 111Q: 3 clusters Score -5.25631e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234330 members 
Mstep: Class 2 contains 194500 members 
Entering Unmasked Estep 
Score: -52562996.000000 Penalty: 6432.532715
	Iteration 112Q: 3 clusters Score -5.2563e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234260 members 
Mstep: Class 2 contains 194570 members 
Entering Unmasked Estep 
Score: -52563020.000000 Penalty: 6432.532715
	Iteration 113Q: 3 clusters Score -5.256302e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234181 members 
Mstep: Class 2 contains 194649 members 
Entering Unmasked Estep 
Score: -52562984.000000 Penalty: 6432.532715
	Iteration 114Q: 3 clusters Score -5.256298e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234090 members 
Mstep: Class 2 contains 194740 members 
Entering Unmasked Estep 
Score: -52562988.000000 Penalty: 6432.532715
	Iteration 115Q: 3 clusters Score -5.256299e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233981 members 
Mstep: Class 2 contains 194849 members 
Entering Unmasked Estep 
Score: -52563064.000000 Penalty: 6432.532715
	Iteration 116Q: 3 clusters Score -5.256306e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233880 members 
Mstep: Class 2 contains 194950 members 
Entering Unmasked Estep 
Score: -52563048.000000 Penalty: 6432.532715
	Iteration 117Q: 3 clusters Score -5.256305e+07 nChanged 247
Entering Unmasked Mstep 
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Mstep: Class 1 contains 233765 members 
Mstep: Class 2 contains 195065 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5.25631e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233648 members 
Mstep: Class 2 contains 195182 members 
Entering Unmasked Estep 
Score: -52563136.000000 Penalty: 6432.532715
	Iteration 119Q: 3 clusters Score -5.256314e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233525 members 
Mstep: Class 2 contains 195305 members 
Entering Unmasked Estep 
Score: -52563120.000000 Penalty: 6432.532715
	Iteration 120F: 3 clusters Score -5.256312e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233401 members 
Mstep: Class 2 contains 195429 members 
Entering Unmasked Estep 
Score: -52563072.000000 Penalty: 6432.532715
	Iteration 121Q: 3 clusters Score -5.256307e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233229 members 
Mstep: Class 2 contains 195601 members 
Entering Unmasked Estep 
Score: -52563124.000000 Penalty: 6432.532715
	Iteration 122Q: 3 clusters Score -5.256312e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233037 members 
Mstep: Class 2 contains 195793 members 
Entering Unmasked Estep 
Score: -52563056.000000 Penalty: 6432.532715
	Iteration 123Q: 3 clusters Score -5.256306e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232821 members 
Mstep: Class 2 contains 196009 members 
Entering Unmasked Estep 
Score: -52563104.000000 Penalty: 6432.532715
	Iteration 124Q: 3 clusters Score -5.25631e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232627 members 
Mstep: Class 2 contains 196203 members 
Entering Unmasked Estep 
Score: -52563104.000000 Penalty: 6432.532715
	Iteration 125Q: 3 clusters Score -5.25631e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232417 members 
Mstep: Class 2 contains 196413 members 
Entering Unmasked Estep 
Score: -52563044.000000 Penalty: 6432.532715
	Iteration 126Q: 3 clusters Score -5.256304e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232206 members 
Mstep: Class 2 contains 196624 members 
Entering Unmasked Estep 
Score: -52563072.000000 Penalty: 6432.532715
	Iteration 127Q: 3 clusters Score -5.256307e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231998 members 
Mstep: Class 2 contains 196832 members 
Entering Unmasked Estep 
Score: -52563140.000000 Penalty: 6432.532715
	Iteration 128Q: 3 clusters Score -5.256314e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231783 members 
Mstep: Class 2 contains 197047 members 
Entering Unmasked Estep 
Score: -52563180.000000 Penalty: 6432.532715
	Iteration 129Q: 3 clusters Score -5.256318e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231608 members 
Mstep: Class 2 contains 197222 members 
Entering Unmasked Estep 
Score: -52563084.000000 Penalty: 6432.532715
	Iteration 130Q: 3 clusters Score -5.256308e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231477 members 
Mstep: Class 2 contains 197353 members 
Entering Unmasked Estep 
Score: -52563112.000000 Penalty: 6432.532715
	Iteration 131Q: 3 clusters Score -5.256311e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231344 members 
Mstep: Class 2 contains 197486 members 
Entering Unmasked Estep 
Score: -52563072.000000 Penalty: 6432.532715
	Iteration 132Q: 3 clusters Score -5.256307e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231228 members 
Mstep: Class 2 contains 197602 members 
Entering Unmasked Estep 
Score: -52563048.000000 Penalty: 6432.532715
	Iteration 133Q: 3 clusters Score -5.256305e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231113 members 
Mstep: Class 2 contains 197717 members 
Entering Unmasked Estep 
Score: -52563068.000000 Penalty: 6432.532715
	Iteration 134Q: 3 clusters Score -5.256307e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231026 members 
Mstep: Class 2 contains 197804 members 
Entering Unmasked Estep 
Score: -52563088.000000 Penalty: 6432.532715
	Iteration 135Q: 3 clusters Score -5.256309e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230947 members 
Mstep: Class 2 contains 197883 members 
Entering Unmasked Estep 
Score: -52563004.000000 Penalty: 6432.532715
	Iteration 136Q: 3 clusters Score -5.2563e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230876 members 
Mstep: Class 2 contains 197954 members 
Entering Unmasked Estep 
Score: -52562956.000000 Penalty: 6432.532715
	Iteration 137Q: 3 clusters Score -5.256296e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230826 members 
Mstep: Class 2 contains 198004 members 
Entering Unmasked Estep 
Score: -52563024.000000 Penalty: 6432.532715
	Iteration 138Q: 3 clusters Score -5.256302e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230751 members 
Mstep: Class 2 contains 198079 members 
Entering Unmasked Estep 
Score: -52563024.000000 Penalty: 6432.532715
	Iteration 139Q: 3 clusters Score -5.256302e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230688 members 
Mstep: Class 2 contains 198142 members 
Entering Unmasked Estep 
Score: -52563000.000000 Penalty: 6432.532715
	Iteration 140F: 3 clusters Score -5.2563e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230625 members 
Mstep: Class 2 contains 198205 members 
Entering Unmasked Estep 
Score: -52563036.000000 Penalty: 6432.532715
	Iteration 141Q: 3 clusters Score -5.256304e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230585 members 
Mstep: Class 2 contains 198245 members 
Entering Unmasked Estep 
Score: -52562968.000000 Penalty: 6432.532715
	Iteration 142Q: 3 clusters Score -5.256297e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230563 members 
Mstep: Class 2 contains 198267 members 
Entering Unmasked Estep 
Score: -52563000.000000 Penalty: 6432.532715
	Iteration 143Q: 3 clusters Score -5.2563e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230551 members 
Mstep: Class 2 contains 198279 members 
Entering Unmasked Estep 
Score: -52562952.000000 Penalty: 6432.532715
	Iteration 144Q: 3 clusters Score -5.256295e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230563 members 
Mstep: Class 2 contains 198267 members 
Entering Unmasked Estep 
Score: -52562888.000000 Penalty: 6432.532715
	Iteration 145Q: 3 clusters Score -5.256289e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230590 members 
Mstep: Class 2 contains 198240 members 
Entering Unmasked Estep 
Score: -52562856.000000 Penalty: 6432.532715
	Iteration 146Q: 3 clusters Score -5.256286e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230621 members 
Mstep: Class 2 contains 198209 members 
Entering Unmasked Estep 
Score: -52562932.000000 Penalty: 6432.532715
	Iteration 147Q: 3 clusters Score -5.256293e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230658 members 
Mstep: Class 2 contains 198172 members 
Entering Unmasked Estep 
Score: -52562940.000000 Penalty: 6432.532715
	Iteration 148Q: 3 clusters Score -5.256294e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230684 members 
Mstep: Class 2 contains 198146 members 
Entering Unmasked Estep 
Score: -52562996.000000 Penalty: 6432.532715
	Iteration 149Q: 3 clusters Score -5.2563e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230716 members 
Mstep: Class 2 contains 198114 members 
Entering Unmasked Estep 
Score: -52562964.000000 Penalty: 6432.532715
	Iteration 150Q: 3 clusters Score -5.256296e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230742 members 
Mstep: Class 2 contains 198088 members 
Entering Unmasked Estep 
Score: -52562948.000000 Penalty: 6432.532715
	Iteration 151Q: 3 clusters Score -5.256295e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230782 members 
Mstep: Class 2 contains 198048 members 
Entering Unmasked Estep 
Score: -52562996.000000 Penalty: 6432.532715
	Iteration 152Q: 3 clusters Score -5.2563e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230826 members 
Mstep: Class 2 contains 198004 members 
Entering Unmasked Estep 
Score: -52562944.000000 Penalty: 6432.532715
	Iteration 153Q: 3 clusters Score -5.256294e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230862 members 
Mstep: Class 2 contains 197968 members 
Entering Unmasked Estep 
Score: -52562904.000000 Penalty: 6432.532715
	Iteration 154Q: 3 clusters Score -5.25629e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230912 members 
Mstep: Class 2 contains 197918 members 
Entering Unmasked Estep 
Score: -52562944.000000 Penalty: 6432.532715
	Iteration 155Q: 3 clusters Score -5.256294e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230989 members 
Mstep: Class 2 contains 197841 members 
Entering Unmasked Estep 
Score: -52562968.000000 Penalty: 6432.532715
	Iteration 156Q: 3 clusters Score -5.256297e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231057 members 
Mstep: Class 2 contains 197773 members 
Entering Unmasked Estep 
Score: -52562956.000000 Penalty: 6432.532715
	Iteration 157Q: 3 clusters Score -5.256296e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231131 members 
Mstep: Class 2 contains 197699 members 
Entering Unmasked Estep 
Score: -52562896.000000 Penalty: 6432.532715
	Iteration 158Q: 3 clusters Score -5.25629e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231214 members 
Mstep: Class 2 contains 197616 members 
Entering Unmasked Estep 
Score: -52562912.000000 Penalty: 6432.532715
	Iteration 159Q: 3 clusters Score -5.256291e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231282 members 
Mstep: Class 2 contains 197548 members 
Entering Unmasked Estep 
Score: -52562900.000000 Penalty: 6432.532715
	Iteration 160F: 3 clusters Score -5.25629e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231341 members 
Mstep: Class 2 contains 197489 members 
Entering Unmasked Estep 
Score: -52562940.000000 Penalty: 6432.532715
	Iteration 161Q: 3 clusters Score -5.256294e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231372 members 
Mstep: Class 2 contains 197458 members 
Entering Unmasked Estep 
Score: -52562920.000000 Penalty: 6432.532715
	Iteration 162Q: 3 clusters Score -5.256292e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231409 members 
Mstep: Class 2 contains 197421 members 
Entering Unmasked Estep 
Score: -52562912.000000 Penalty: 6432.532715
	Iteration 163Q: 3 clusters Score -5.256291e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231453 members 
Mstep: Class 2 contains 197377 members 
Entering Unmasked Estep 
Score: -52562896.000000 Penalty: 6432.532715
	Iteration 164Q: 3 clusters Score -5.25629e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231500 members 
Mstep: Class 2 contains 197330 members 
Entering Unmasked Estep 
Score: -52562912.000000 Penalty: 6432.532715
	Iteration 165Q: 3 clusters Score -5.256291e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231547 members 
Mstep: Class 2 contains 197283 members 
Entering Unmasked Estep 
Score: -52562908.000000 Penalty: 6432.532715
	Iteration 166Q: 3 clusters Score -5.256291e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231598 members 
Mstep: Class 2 contains 197232 members 
Entering Unmasked Estep 
Score: -52562908.000000 Penalty: 6432.532715
	Iteration 167Q: 3 clusters Score -5.256291e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231641 members 
Mstep: Class 2 contains 197189 members 
Entering Unmasked Estep 
Score: -52562952.000000 Penalty: 6432.532715
	Iteration 168Q: 3 clusters Score -5.256295e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231677 members 
Mstep: Class 2 contains 197153 members 
Entering Unmasked Estep 
Score: -52562912.000000 Penalty: 6432.532715
	Iteration 169Q: 3 clusters Score -5.256291e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231717 members 
Mstep: Class 2 contains 197113 members 
Entering Unmasked Estep 
Score: -52562948.000000 Penalty: 6432.532715
	Iteration 170Q: 3 clusters Score -5.256295e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231763 members 
Mstep: Class 2 contains 197067 members 
Entering Unmasked Estep 
Score: -52562864.000000 Penalty: 6432.532715
	Iteration 171Q: 3 clusters Score -5.256286e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231814 members 
Mstep: Class 2 contains 197016 members 
Entering Unmasked Estep 
Score: -52562884.000000 Penalty: 6432.532715
	Iteration 172Q: 3 clusters Score -5.256288e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231834 members 
Mstep: Class 2 contains 196996 members 
Entering Unmasked Estep 
Score: -52562848.000000 Penalty: 6432.532715
	Iteration 173Q: 3 clusters Score -5.256285e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231863 members 
Mstep: Class 2 contains 196967 members 
Entering Unmasked Estep 
Score: -52562904.000000 Penalty: 6432.532715
	Iteration 174Q: 3 clusters Score -5.25629e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231890 members 
Mstep: Class 2 contains 196940 members 
Entering Unmasked Estep 
Score: -52562928.000000 Penalty: 6432.532715
	Iteration 175Q: 3 clusters Score -5.256293e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231909 members 
Mstep: Class 2 contains 196921 members 
Entering Unmasked Estep 
Score: -52562916.000000 Penalty: 6432.532715
	Iteration 176Q: 3 clusters Score -5.256292e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231925 members 
Mstep: Class 2 contains 196905 members 
Entering Unmasked Estep 
Score: -52562932.000000 Penalty: 6432.532715
	Iteration 177Q: 3 clusters Score -5.256293e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231949 members 
Mstep: Class 2 contains 196881 members 
Entering Unmasked Estep 
Score: -52562948.000000 Penalty: 6432.532715
	Iteration 178Q: 3 clusters Score -5.256295e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231972 members 
Mstep: Class 2 contains 196858 members 
Entering Unmasked Estep 
Score: -52562984.000000 Penalty: 6432.532715
	Iteration 179Q: 3 clusters Score -5.256298e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231994 members 
Mstep: Class 2 contains 196836 members 
Entering Unmasked Estep 
Score: -52562980.000000 Penalty: 6432.532715
	Iteration 180F: 3 clusters Score -5.256298e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232019 members 
Mstep: Class 2 contains 196811 members 
Entering Unmasked Estep 
Score: -52562988.000000 Penalty: 6432.532715
	Iteration 181Q: 3 clusters Score -5.256299e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232040 members 
Mstep: Class 2 contains 196790 members 
Entering Unmasked Estep 
Score: -52562952.000000 Penalty: 6432.532715
	Iteration 182Q: 3 clusters Score -5.256295e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232064 members 
Mstep: Class 2 contains 196766 members 
Entering Unmasked Estep 
Score: -52562972.000000 Penalty: 6432.532715
	Iteration 183Q: 3 clusters Score -5.256297e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232087 members 
Mstep: Class 2 contains 196743 members 
Entering Unmasked Estep 
Score: -52562940.000000 Penalty: 6432.532715
	Iteration 184Q: 3 clusters Score -5.256294e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232108 members 
Mstep: Class 2 contains 196722 members 
Entering Unmasked Estep 
Score: -52562940.000000 Penalty: 6432.532715
	Iteration 185Q: 3 clusters Score -5.256294e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232130 members 
Mstep: Class 2 contains 196700 members 
Entering Unmasked Estep 
Score: -52562956.000000 Penalty: 6432.532715
	Iteration 186Q: 3 clusters Score -5.256296e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232144 members 
Mstep: Class 2 contains 196686 members 
Entering Unmasked Estep 
Score: -52562984.000000 Penalty: 6432.532715
	Iteration 187Q: 3 clusters Score -5.256298e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232156 members 
Mstep: Class 2 contains 196674 members 
Entering Unmasked Estep 
Score: -52562960.000000 Penalty: 6432.532715
	Iteration 188Q: 3 clusters Score -5.256296e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232168 members 
Mstep: Class 2 contains 196662 members 
Entering Unmasked Estep 
Score: -52562992.000000 Penalty: 6432.532715
	Iteration 189Q: 3 clusters Score -5.256299e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232184 members 
Mstep: Class 2 contains 196646 members 
Entering Unmasked Estep 
Score: -52562988.000000 Penalty: 6432.532715
	Iteration 190Q: 3 clusters Score -5.256299e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232196 members 
Mstep: Class 2 contains 196634 members 
Entering Unmasked Estep 
Score: -52562952.000000 Penalty: 6432.532715
	Iteration 191Q: 3 clusters Score -5.256295e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232202 members 
Mstep: Class 2 contains 196628 members 
Entering Unmasked Estep 
Score: -52562988.000000 Penalty: 6432.532715
	Iteration 192Q: 3 clusters Score -5.256299e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232213 members 
Mstep: Class 2 contains 196617 members 
Entering Unmasked Estep 
Score: -52562992.000000 Penalty: 6432.532715
	Iteration 193Q: 3 clusters Score -5.256299e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232221 members 
Mstep: Class 2 contains 196609 members 
Entering Unmasked Estep 
Score: -52563000.000000 Penalty: 6432.532715
	Iteration 194Q: 3 clusters Score -5.2563e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232223 members 
Mstep: Class 2 contains 196607 members 
Entering Unmasked Estep 
Score: -52563004.000000 Penalty: 6432.532715
	Iteration 195Q: 3 clusters Score -5.2563e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232222 members 
Mstep: Class 2 contains 196608 members 
Entering Unmasked Estep 
Score: -52563044.000000 Penalty: 6432.532715
	Iteration 196Q: 3 clusters Score -5.256304e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232225 members 
Mstep: Class 2 contains 196605 members 
Entering Unmasked Estep 
Score: -52563060.000000 Penalty: 6432.532715
	Iteration 197Q: 3 clusters Score -5.256306e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232228 members 
Mstep: Class 2 contains 196602 members 
Entering Unmasked Estep 
Score: -52563024.000000 Penalty: 6432.532715
	Iteration 198Q: 3 clusters Score -5.256302e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232228 members 
Mstep: Class 2 contains 196602 members 
Entering Unmasked Estep 
Score: -52563032.000000 Penalty: 6432.532715
	Iteration 199Q: 3 clusters Score -5.256303e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232224 members 
Mstep: Class 2 contains 196606 members 
Entering Unmasked Estep 
Score: -52563032.000000 Penalty: 6432.532715
	Iteration 200F: 3 clusters Score -5.256303e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232221 members 
Mstep: Class 2 contains 196609 members 
Entering Unmasked Estep 
Score: -52563016.000000 Penalty: 6432.532715
	Iteration 201Q: 3 clusters Score -5.256302e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232219 members 
Mstep: Class 2 contains 196611 members 
Entering Unmasked Estep 
Score: -52563040.000000 Penalty: 6432.532715
	Iteration 202Q: 3 clusters Score -5.256304e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232216 members 
Mstep: Class 2 contains 196614 members 
Entering Unmasked Estep 
Score: -52563008.000000 Penalty: 6432.532715
	Iteration 203Q: 3 clusters Score -5.256301e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232210 members 
Mstep: Class 2 contains 196620 members 
Entering Unmasked Estep 
Score: -52563012.000000 Penalty: 6432.532715
	Iteration 204Q: 3 clusters Score -5.256301e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232206 members 
Mstep: Class 2 contains 196624 members 
Entering Unmasked Estep 
Score: -52562972.000000 Penalty: 6432.532715
	Iteration 205Q: 3 clusters Score -5.256297e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232203 members 
Mstep: Class 2 contains 196627 members 
Entering Unmasked Estep 
Score: -52562980.000000 Penalty: 6432.532715
	Iteration 206Q: 3 clusters Score -5.256298e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232204 members 
Mstep: Class 2 contains 196626 members 
Entering Unmasked Estep 
Score: -52562960.000000 Penalty: 6432.532715
	Iteration 207Q: 3 clusters Score -5.256296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232204 members 
Mstep: Class 2 contains 196626 members 
Entering Unmasked Estep 
Score: -52562956.000000 Penalty: 6432.532715
	Iteration 208Q: 3 clusters Score -5.256296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232205 members 
Mstep: Class 2 contains 196625 members 
Entering Unmasked Estep 
Score: -52562956.000000 Penalty: 6432.532715
	Iteration 209Q: 3 clusters Score -5.256296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232207 members 
Mstep: Class 2 contains 196623 members 
Entering Unmasked Estep 
Score: -52562968.000000 Penalty: 6432.532715
	Iteration 210Q: 3 clusters Score -5.256297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232208 members 
Mstep: Class 2 contains 196622 members 
Entering Unmasked Estep 
Score: -52562964.000000 Penalty: 6432.532715
	Iteration 211Q: 3 clusters Score -5.256296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232209 members 
Mstep: Class 2 contains 196621 members 
Entering Unmasked Estep 
Score: -52562960.000000 Penalty: 6432.532715
	Iteration 212Q: 3 clusters Score -5.256296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232211 members 
Mstep: Class 2 contains 196619 members 
Entering Unmasked Estep 
Score: -52562968.000000 Penalty: 6432.532715
	Iteration 213Q: 3 clusters Score -5.256297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232210 members 
Mstep: Class 2 contains 196620 members 
Entering Unmasked Estep 
Score: -52562988.000000 Penalty: 6432.532715
	Iteration 214Q: 3 clusters Score -5.256299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232207 members 
Mstep: Class 2 contains 196623 members 
Entering Unmasked Estep 
Score: -52562976.000000 Penalty: 6432.532715
	Iteration 215Q: 3 clusters Score -5.256298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232207 members 
Mstep: Class 2 contains 196623 members 
Entering Unmasked Estep 
Score: -52562964.000000 Penalty: 6432.532715
	Iteration 216Q: 3 clusters Score -5.256296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232209 members 
Mstep: Class 2 contains 196621 members 
Entering Unmasked Estep 
Score: -52562976.000000 Penalty: 6432.532715
	Iteration 217Q: 3 clusters Score -5.256298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232208 members 
Mstep: Class 2 contains 196622 members 
Entering Unmasked Estep 
Score: -52562972.000000 Penalty: 6432.532715
	Iteration 218Q: 3 clusters Score -5.256297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232207 members 
Mstep: Class 2 contains 196623 members 
Entering Unmasked Estep 
Score: -52562980.000000 Penalty: 6432.532715
	Iteration 219Q: 3 clusters Score -5.256298e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232207 members 
Mstep: Class 2 contains 196623 members 
Entering Unmasked Estep 
Score: -52562980.000000 Penalty: 6432.532715
	Iteration 220F: 3 clusters Score -5.256298e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2064 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 4026 members 
Mstep: Class 3 contains 22903 members 
Mstep: Class 4 contains 5245 members 
Mstep: Class 5 contains 30797 members 
Mstep: Class 6 contains 8263 members 
Mstep: Class 7 contains 6752 members 
Mstep: Class 8 contains 198088 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 25940 members 
Mstep: Class 11 contains 25086 members 
Mstep: Class 12 contains 12325 members 
Mstep: Class 13 contains 72023 members 
Mstep: Class 14 contains 170681 members 
Mstep: Class 15 contains 232207 members 
Mstep: Class 16 contains 56794 members 
Mstep: Class 17 contains 67324 members 
Mstep: Class 18 contains 10070 members 
Mstep: Class 19 contains 26636 members 
Mstep: Class 20 contains 18480 members 
Mstep: Class 21 contains 285726 members 
Mstep: Class 22 contains 18384 members 
Mstep: Class 23 contains 80890 members 
Mstep: Class 24 contains 92024 members 
Mstep: Class 25 contains 27065 members 
Mstep: Class 26 contains 2075 members 
Mstep: Class 27 contains 281011 members 
Mstep: Class 28 contains 196623 members 
Entering Unmasked Estep 
Score: -235021216.000000 Penalty: 100713.882812
Splitting cluster 15 changes total score from -234935824.000000 to -235021216.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 18 (10070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Entering Unmasked Estep 
Score: -1126745.625000 Penalty: 2285.894287
	Iteration 0F: 2 clusters Score -1126746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1119179.375000 Penalty: 4571.788574
	Iteration 0F: 3 clusters Score -1119179 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1122799.625000 Penalty: 4571.788574
	Iteration 1F: 3 clusters Score -1122800 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1124628.500000 Penalty: 4571.788574
	Iteration 2F: 3 clusters Score -1124628 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1126139.500000 Penalty: 4571.788574
	Iteration 3F: 3 clusters Score -1126140 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1126895.000000 Penalty: 4571.788574
	Iteration 4F: 3 clusters Score -1126895 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1127255.875000 Penalty: 4571.788574
	Iteration 5Q: 3 clusters Score -1127256 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1127514.250000 Penalty: 4571.788574
	Iteration 6Q: 3 clusters Score -1127514 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1127754.125000 Penalty: 4571.788574
	Iteration 7Q: 3 clusters Score -1127754 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1127936.500000 Penalty: 4571.788574
	Iteration 8Q: 3 clusters Score -1127936 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1128077.625000 Penalty: 4571.788574
	Iteration 9Q: 3 clusters Score -1128078 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1128186.000000 Penalty: 4571.788574
	Iteration 10Q: 3 clusters Score -1128186 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1128275.250000 Penalty: 4571.788574
	Iteration 11Q: 3 clusters Score -1128275 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1128308.875000 Penalty: 4571.788574
	Iteration 12Q: 3 clusters Score -1128309 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1128332.625000 Penalty: 4571.788574
	Iteration 13Q: 3 clusters Score -1128333 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1128346.750000 Penalty: 4571.788574
	Iteration 14Q: 3 clusters Score -1128347 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1128364.000000 Penalty: 4571.788574
	Iteration 15Q: 3 clusters Score -1128364 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1128370.500000 Penalty: 4571.788574
	Iteration 16Q: 3 clusters Score -1128370 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1128381.125000 Penalty: 4571.788574
	Iteration 17Q: 3 clusters Score -1128381 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1128389.000000 Penalty: 4571.788574
	Iteration 18Q: 3 clusters Score -1128389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1128392.125000 Penalty: 4571.788574
	Iteration 19Q: 3 clusters Score -1128392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1128411.875000 Penalty: 4571.788574
	Iteration 20F: 3 clusters Score -1128412 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1128423.750000 Penalty: 4571.788574
	Iteration 21Q: 3 clusters Score -1128424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1128431.875000 Penalty: 4571.788574
	Iteration 22Q: 3 clusters Score -1128432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1128436.875000 Penalty: 4571.788574
	Iteration 23Q: 3 clusters Score -1128437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1128441.250000 Penalty: 4571.788574
	Iteration 24Q: 3 clusters Score -1128441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1128443.250000 Penalty: 4571.788574
	Iteration 25Q: 3 clusters Score -1128443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1128444.375000 Penalty: 4571.788574
	Iteration 26Q: 3 clusters Score -1128444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1128449.375000 Penalty: 4571.788574
	Iteration 27Q: 3 clusters Score -1128449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1128449.625000 Penalty: 4571.788574
	Iteration 28Q: 3 clusters Score -1128450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1128453.375000 Penalty: 4571.788574
	Iteration 29Q: 3 clusters Score -1128453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1128460.625000 Penalty: 4571.788574
	Iteration 30Q: 3 clusters Score -1128461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1128458.625000 Penalty: 4571.788574
	Iteration 31Q: 3 clusters Score -1128459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1128460.125000 Penalty: 4571.788574
	Iteration 32Q: 3 clusters Score -1128460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1128462.375000 Penalty: 4571.788574
	Iteration 33Q: 3 clusters Score -1128462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1128461.375000 Penalty: 4571.788574
	Iteration 34Q: 3 clusters Score -1128461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1128464.000000 Penalty: 4571.788574
	Iteration 35Q: 3 clusters Score -1128464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1128465.000000 Penalty: 4571.788574
	Iteration 36Q: 3 clusters Score -1128465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1128467.125000 Penalty: 4571.788574
	Iteration 37Q: 3 clusters Score -1128467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1128467.625000 Penalty: 4571.788574
	Iteration 38Q: 3 clusters Score -1128468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1128468.250000 Penalty: 4571.788574
	Iteration 39Q: 3 clusters Score -1128468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1128470.250000 Penalty: 4571.788574
	Iteration 40F: 3 clusters Score -1128470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1128469.125000 Penalty: 4571.788574
	Iteration 41Q: 3 clusters Score -1128469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1128469.125000 Penalty: 4571.788574
	Iteration 42F: 3 clusters Score -1128469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2064 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 4026 members 
Mstep: Class 3 contains 22903 members 
Mstep: Class 4 contains 5245 members 
Mstep: Class 5 contains 30797 members 
Mstep: Class 6 contains 8263 members 
Mstep: Class 7 contains 6752 members 
Mstep: Class 8 contains 198088 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 25940 members 
Mstep: Class 11 contains 25086 members 
Mstep: Class 12 contains 12325 members 
Mstep: Class 13 contains 72023 members 
Mstep: Class 14 contains 170681 members 
Mstep: Class 15 contains 232207 members 
Mstep: Class 16 contains 56794 members 
Mstep: Class 17 contains 67324 members 
Mstep: Class 18 contains 9252 members 
Mstep: Class 19 contains 26636 members 
Mstep: Class 20 contains 18480 members 
Mstep: Class 21 contains 285726 members 
Mstep: Class 22 contains 18384 members 
Mstep: Class 23 contains 80890 members 
Mstep: Class 24 contains 92024 members 
Mstep: Class 25 contains 27065 members 
Mstep: Class 26 contains 2075 members 
Mstep: Class 27 contains 281011 members 
Mstep: Class 28 contains 196623 members 
Mstep: Class 29 contains 818 members 
Entering Unmasked Estep 
Score: -235020832.000000 Penalty: 104310.812500
Splitting cluster 18 changes total score from -234935824.000000 to -235020832.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 19 (26636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Entering Unmasked Estep 
Score: -2990198.500000 Penalty: 2527.124512
	Iteration 0F: 2 clusters Score -2990198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -2972063.500000 Penalty: 5054.249023
	Iteration 0F: 3 clusters Score -2972064 nChanged 12010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -2980773.500000 Penalty: 5054.249023
	Iteration 1F: 3 clusters Score -2980774 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -2983944.750000 Penalty: 5054.249023
	Iteration 2F: 3 clusters Score -2983945 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -2986588.750000 Penalty: 5054.249023
	Iteration 3F: 3 clusters Score -2986589 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -2988101.000000 Penalty: 5054.249023
	Iteration 4F: 3 clusters Score -2988101 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -2988806.500000 Penalty: 5054.249023
	Iteration 5F: 3 clusters Score -2988806 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -2989274.500000 Penalty: 5054.249023
	Iteration 6Q: 3 clusters Score -2989274 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -2989735.250000 Penalty: 5054.249023
	Iteration 7Q: 3 clusters Score -2989735 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -2990266.750000 Penalty: 5054.249023
	Iteration 8Q: 3 clusters Score -2990267 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -2990574.000000 Penalty: 5054.249023
	Iteration 9Q: 3 clusters Score -2990574 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -2990818.250000 Penalty: 5054.249023
	Iteration 10Q: 3 clusters Score -2990818 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -2991042.000000 Penalty: 5054.249023
	Iteration 11Q: 3 clusters Score -2991042 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -2991139.500000 Penalty: 5054.249023
	Iteration 12Q: 3 clusters Score -2991140 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -2991199.000000 Penalty: 5054.249023
	Iteration 13Q: 3 clusters Score -2991199 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -2991240.250000 Penalty: 5054.249023
	Iteration 14Q: 3 clusters Score -2991240 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -2991244.000000 Penalty: 5054.249023
	Iteration 15Q: 3 clusters Score -2991244 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -2991253.750000 Penalty: 5054.249023
	Iteration 16Q: 3 clusters Score -2991254 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -2991262.000000 Penalty: 5054.249023
	Iteration 17Q: 3 clusters Score -2991262 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -2991254.500000 Penalty: 5054.249023
	Iteration 18Q: 3 clusters Score -2991254 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -2991249.500000 Penalty: 5054.249023
	Iteration 19Q: 3 clusters Score -2991250 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -2991252.250000 Penalty: 5054.249023
	Iteration 20F: 3 clusters Score -2991252 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -2991257.500000 Penalty: 5054.249023
	Iteration 21Q: 3 clusters Score -2991258 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -2991261.500000 Penalty: 5054.249023
	Iteration 22Q: 3 clusters Score -2991262 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -2991263.750000 Penalty: 5054.249023
	Iteration 23Q: 3 clusters Score -2991264 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -2991268.750000 Penalty: 5054.249023
	Iteration 24Q: 3 clusters Score -2991269 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -2991269.000000 Penalty: 5054.249023
	Iteration 25Q: 3 clusters Score -2991269 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -2991273.750000 Penalty: 5054.249023
	Iteration 26Q: 3 clusters Score -2991274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -2991265.000000 Penalty: 5054.249023
	Iteration 27Q: 3 clusters Score -2991265 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -2991273.250000 Penalty: 5054.249023
	Iteration 28Q: 3 clusters Score -2991273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -2991275.500000 Penalty: 5054.249023
	Iteration 29Q: 3 clusters Score -2991276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -2991276.750000 Penalty: 5054.249023
	Iteration 30Q: 3 clusters Score -2991277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -2991273.000000 Penalty: 5054.249023
	Iteration 31Q: 3 clusters Score -2991273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -2991272.750000 Penalty: 5054.249023
	Iteration 32Q: 3 clusters Score -2991273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -2991270.000000 Penalty: 5054.249023
	Iteration 33Q: 3 clusters Score -2991270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -2991274.750000 Penalty: 5054.249023
	Iteration 34Q: 3 clusters Score -2991275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -2991279.750000 Penalty: 5054.249023
	Iteration 35Q: 3 clusters Score -2991280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -2991277.750000 Penalty: 5054.249023
	Iteration 36Q: 3 clusters Score -2991278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -2991281.500000 Penalty: 5054.249023
	Iteration 37Q: 3 clusters Score -2991282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -2991281.000000 Penalty: 5054.249023
	Iteration 38Q: 3 clusters Score -2991281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -2991277.000000 Penalty: 5054.249023
	Iteration 39Q: 3 clusters Score -2991277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -2991277.000000 Penalty: 5054.249023
	Iteration 40F: 3 clusters Score -2991277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -2991286.000000 Penalty: 5054.249023
	Iteration 41Q: 3 clusters Score -2991286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -2991282.250000 Penalty: 5054.249023
	Iteration 42Q: 3 clusters Score -2991282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -2991283.250000 Penalty: 5054.249023
	Iteration 43Q: 3 clusters Score -2991283 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -2991281.250000 Penalty: 5054.249023
	Iteration 44Q: 3 clusters Score -2991281 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -2991286.750000 Penalty: 5054.249023
	Iteration 45Q: 3 clusters Score -2991287 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -2991275.500000 Penalty: 5054.249023
	Iteration 46Q: 3 clusters Score -2991276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -2991280.250000 Penalty: 5054.249023
	Iteration 47Q: 3 clusters Score -2991280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -2991281.000000 Penalty: 5054.249023
	Iteration 48Q: 3 clusters Score -2991281 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -2991281.750000 Penalty: 5054.249023
	Iteration 49Q: 3 clusters Score -2991282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -2991281.750000 Penalty: 5054.249023
	Iteration 50Q: 3 clusters Score -2991282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -2991284.000000 Penalty: 5054.249023
	Iteration 51Q: 3 clusters Score -2991284 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -2991290.750000 Penalty: 5054.249023
	Iteration 52Q: 3 clusters Score -2991291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -2991296.750000 Penalty: 5054.249023
	Iteration 53Q: 3 clusters Score -2991297 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -2991297.000000 Penalty: 5054.249023
	Iteration 54Q: 3 clusters Score -2991297 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -2991300.000000 Penalty: 5054.249023
	Iteration 55Q: 3 clusters Score -2991300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -2991300.500000 Penalty: 5054.249023
	Iteration 56Q: 3 clusters Score -2991300 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -2991307.500000 Penalty: 5054.249023
	Iteration 57Q: 3 clusters Score -2991308 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -2991308.500000 Penalty: 5054.249023
	Iteration 58Q: 3 clusters Score -2991308 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -2991316.250000 Penalty: 5054.249023
	Iteration 59Q: 3 clusters Score -2991316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -2991320.000000 Penalty: 5054.249023
	Iteration 60F: 3 clusters Score -2991320 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -2991316.750000 Penalty: 5054.249023
	Iteration 61Q: 3 clusters Score -2991317 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -2991323.750000 Penalty: 5054.249023
	Iteration 62Q: 3 clusters Score -2991324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -2991315.500000 Penalty: 5054.249023
	Iteration 63Q: 3 clusters Score -2991316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -2991311.000000 Penalty: 5054.249023
	Iteration 64Q: 3 clusters Score -2991311 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -2991310.000000 Penalty: 5054.249023
	Iteration 65Q: 3 clusters Score -2991310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -2991313.750000 Penalty: 5054.249023
	Iteration 66Q: 3 clusters Score -2991314 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -2991312.000000 Penalty: 5054.249023
	Iteration 67Q: 3 clusters Score -2991312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -2991321.500000 Penalty: 5054.249023
	Iteration 68Q: 3 clusters Score -2991322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -2991316.250000 Penalty: 5054.249023
	Iteration 69Q: 3 clusters Score -2991316 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -2991320.000000 Penalty: 5054.249023
	Iteration 70Q: 3 clusters Score -2991320 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -2991328.500000 Penalty: 5054.249023
	Iteration 71Q: 3 clusters Score -2991328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -2991323.000000 Penalty: 5054.249023
	Iteration 72Q: 3 clusters Score -2991323 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -2991322.000000 Penalty: 5054.249023
	Iteration 73Q: 3 clusters Score -2991322 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -2991336.500000 Penalty: 5054.249023
	Iteration 74Q: 3 clusters Score -2991336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -2991333.000000 Penalty: 5054.249023
	Iteration 75Q: 3 clusters Score -2991333 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -2991338.000000 Penalty: 5054.249023
	Iteration 76Q: 3 clusters Score -2991338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -2991329.750000 Penalty: 5054.249023
	Iteration 77Q: 3 clusters Score -2991330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -2991341.250000 Penalty: 5054.249023
	Iteration 78Q: 3 clusters Score -2991341 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -2991335.500000 Penalty: 5054.249023
	Iteration 79Q: 3 clusters Score -2991336 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -2991337.000000 Penalty: 5054.249023
	Iteration 80F: 3 clusters Score -2991337 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -2991346.500000 Penalty: 5054.249023
	Iteration 81Q: 3 clusters Score -2991346 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -2991350.500000 Penalty: 5054.249023
	Iteration 82Q: 3 clusters Score -2991350 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -2991344.250000 Penalty: 5054.249023
	Iteration 83Q: 3 clusters Score -2991344 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -2991344.000000 Penalty: 5054.249023
	Iteration 84Q: 3 clusters Score -2991344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -2991344.500000 Penalty: 5054.249023
	Iteration 85Q: 3 clusters Score -2991344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -2991343.750000 Penalty: 5054.249023
	Iteration 86Q: 3 clusters Score -2991344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -2991347.500000 Penalty: 5054.249023
	Iteration 87Q: 3 clusters Score -2991348 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -2991346.750000 Penalty: 5054.249023
	Iteration 88Q: 3 clusters Score -2991347 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -2991347.750000 Penalty: 5054.249023
	Iteration 89Q: 3 clusters Score -2991348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -2991344.250000 Penalty: 5054.249023
	Iteration 90Q: 3 clusters Score -2991344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -2991356.000000 Penalty: 5054.249023
	Iteration 91Q: 3 clusters Score -2991356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -2991355.000000 Penalty: 5054.249023
	Iteration 92Q: 3 clusters Score -2991355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -2991356.750000 Penalty: 5054.249023
	Iteration 93Q: 3 clusters Score -2991357 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -2991359.500000 Penalty: 5054.249023
	Iteration 94Q: 3 clusters Score -2991360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -2991364.000000 Penalty: 5054.249023
	Iteration 95Q: 3 clusters Score -2991364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -2991367.250000 Penalty: 5054.249023
	Iteration 96Q: 3 clusters Score -2991367 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -2991366.000000 Penalty: 5054.249023
	Iteration 97Q: 3 clusters Score -2991366 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -2991354.750000 Penalty: 5054.249023
	Iteration 98Q: 3 clusters Score -2991355 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -2991371.000000 Penalty: 5054.249023
	Iteration 99Q: 3 clusters Score -2991371 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -2991367.000000 Penalty: 5054.249023
	Iteration 100F: 3 clusters Score -2991367 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -2991369.000000 Penalty: 5054.249023
	Iteration 101Q: 3 clusters Score -2991369 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -2991378.750000 Penalty: 5054.249023
	Iteration 102Q: 3 clusters Score -2991379 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -2991382.500000 Penalty: 5054.249023
	Iteration 103Q: 3 clusters Score -2991382 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -2991384.000000 Penalty: 5054.249023
	Iteration 104Q: 3 clusters Score -2991384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -2991382.750000 Penalty: 5054.249023
	Iteration 105Q: 3 clusters Score -2991383 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -2991391.250000 Penalty: 5054.249023
	Iteration 106Q: 3 clusters Score -2991391 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -2991388.000000 Penalty: 5054.249023
	Iteration 107Q: 3 clusters Score -2991388 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -2991391.250000 Penalty: 5054.249023
	Iteration 108Q: 3 clusters Score -2991391 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -2991386.500000 Penalty: 5054.249023
	Iteration 109Q: 3 clusters Score -2991386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -2991389.500000 Penalty: 5054.249023
	Iteration 110Q: 3 clusters Score -2991390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -2991386.250000 Penalty: 5054.249023
	Iteration 111Q: 3 clusters Score -2991386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -2991388.500000 Penalty: 5054.249023
	Iteration 112Q: 3 clusters Score -2991388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -2991387.750000 Penalty: 5054.249023
	Iteration 113Q: 3 clusters Score -2991388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -2991383.500000 Penalty: 5054.249023
	Iteration 114Q: 3 clusters Score -2991384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -2991385.500000 Penalty: 5054.249023
	Iteration 115Q: 3 clusters Score -2991386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -2991384.500000 Penalty: 5054.249023
	Iteration 116Q: 3 clusters Score -2991384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -2991381.750000 Penalty: 5054.249023
	Iteration 117Q: 3 clusters Score -2991382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -2991384.750000 Penalty: 5054.249023
	Iteration 118Q: 3 clusters Score -2991385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -2991382.250000 Penalty: 5054.249023
	Iteration 119Q: 3 clusters Score -2991382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -2991381.500000 Penalty: 5054.249023
	Iteration 120F: 3 clusters Score -2991382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -2991385.250000 Penalty: 5054.249023
	Iteration 121Q: 3 clusters Score -2991385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -2991387.500000 Penalty: 5054.249023
	Iteration 122Q: 3 clusters Score -2991388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -2991385.750000 Penalty: 5054.249023
	Iteration 123Q: 3 clusters Score -2991386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -2991387.250000 Penalty: 5054.249023
	Iteration 124Q: 3 clusters Score -2991387 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -2991384.750000 Penalty: 5054.249023
	Iteration 125Q: 3 clusters Score -2991385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -2991384.750000 Penalty: 5054.249023
	Iteration 126Q: 3 clusters Score -2991385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -2991380.500000 Penalty: 5054.249023
	Iteration 127Q: 3 clusters Score -2991380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -2991387.000000 Penalty: 5054.249023
	Iteration 128Q: 3 clusters Score -2991387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -2991383.750000 Penalty: 5054.249023
	Iteration 129Q: 3 clusters Score -2991384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -2991390.000000 Penalty: 5054.249023
	Iteration 130Q: 3 clusters Score -2991390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -2991396.000000 Penalty: 5054.249023
	Iteration 131Q: 3 clusters Score -2991396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -2991395.000000 Penalty: 5054.249023
	Iteration 132Q: 3 clusters Score -2991395 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -2991398.750000 Penalty: 5054.249023
	Iteration 133Q: 3 clusters Score -2991399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -2991403.000000 Penalty: 5054.249023
	Iteration 134Q: 3 clusters Score -2991403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -2991402.750000 Penalty: 5054.249023
	Iteration 135Q: 3 clusters Score -2991403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -2991399.250000 Penalty: 5054.249023
	Iteration 136Q: 3 clusters Score -2991399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -2991396.000000 Penalty: 5054.249023
	Iteration 137Q: 3 clusters Score -2991396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -2991395.750000 Penalty: 5054.249023
	Iteration 138Q: 3 clusters Score -2991396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -2991395.750000 Penalty: 5054.249023
	Iteration 139F: 3 clusters Score -2991396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2064 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 4026 members 
Mstep: Class 3 contains 22903 members 
Mstep: Class 4 contains 5245 members 
Mstep: Class 5 contains 30797 members 
Mstep: Class 6 contains 8263 members 
Mstep: Class 7 contains 6752 members 
Mstep: Class 8 contains 198088 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 25940 members 
Mstep: Class 11 contains 25086 members 
Mstep: Class 12 contains 12325 members 
Mstep: Class 13 contains 72023 members 
Mstep: Class 14 contains 170681 members 
Mstep: Class 15 contains 232207 members 
Mstep: Class 16 contains 56794 members 
Mstep: Class 17 contains 67324 members 
Mstep: Class 18 contains 9252 members 
Mstep: Class 19 contains 15086 members 
Mstep: Class 20 contains 18480 members 
Mstep: Class 21 contains 285726 members 
Mstep: Class 22 contains 18384 members 
Mstep: Class 23 contains 80890 members 
Mstep: Class 24 contains 92024 members 
Mstep: Class 25 contains 27065 members 
Mstep: Class 26 contains 2075 members 
Mstep: Class 27 contains 281011 members 
Mstep: Class 28 contains 196623 members 
Mstep: Class 29 contains 818 members 
Mstep: Class 30 contains 11550 members 
Entering Unmasked Estep 
Score: -235020208.000000 Penalty: 107907.734375
Splitting cluster 19 changes total score from -234935824.000000 to -235020208.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 20 (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: -2209442.750000 Penalty: 2436.462402
	Iteration 0F: 2 clusters Score -2209443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -2196394.250000 Penalty: 4872.924805
	Iteration 0F: 3 clusters Score -2196394 nChanged 8119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -2201515.250000 Penalty: 4872.924805
	Iteration 1F: 3 clusters Score -2201515 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -2203804.500000 Penalty: 4872.924805
	Iteration 2F: 3 clusters Score -2203804 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -2207749.750000 Penalty: 4872.924805
	Iteration 3F: 3 clusters Score -2207750 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -2211225.750000 Penalty: 4872.924805
	Iteration 4F: 3 clusters Score -2211226 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -2213256.750000 Penalty: 4872.924805
	Iteration 5F: 3 clusters Score -2213257 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -2213929.750000 Penalty: 4872.924805
	Iteration 6Q: 3 clusters Score -2213930 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -2214146.000000 Penalty: 4872.924805
	Iteration 7Q: 3 clusters Score -2214146 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -2214234.250000 Penalty: 4872.924805
	Iteration 8Q: 3 clusters Score -2214234 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -2214293.500000 Penalty: 4872.924805
	Iteration 9Q: 3 clusters Score -2214294 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -2214326.500000 Penalty: 4872.924805
	Iteration 10Q: 3 clusters Score -2214326 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -2214354.000000 Penalty: 4872.924805
	Iteration 11Q: 3 clusters Score -2214354 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -2214374.500000 Penalty: 4872.924805
	Iteration 12Q: 3 clusters Score -2214374 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -2214390.750000 Penalty: 4872.924805
	Iteration 13Q: 3 clusters Score -2214391 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -2214396.750000 Penalty: 4872.924805
	Iteration 14Q: 3 clusters Score -2214397 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -2214420.250000 Penalty: 4872.924805
	Iteration 15Q: 3 clusters Score -2214420 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -2214445.500000 Penalty: 4872.924805
	Iteration 16Q: 3 clusters Score -2214446 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -2214474.750000 Penalty: 4872.924805
	Iteration 17Q: 3 clusters Score -2214475 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -2214510.500000 Penalty: 4872.924805
	Iteration 18Q: 3 clusters Score -2214510 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -2214553.000000 Penalty: 4872.924805
	Iteration 19Q: 3 clusters Score -2214553 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -2214615.500000 Penalty: 4872.924805
	Iteration 20F: 3 clusters Score -2214616 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -2214696.000000 Penalty: 4872.924805
	Iteration 21Q: 3 clusters Score -2214696 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -2214812.750000 Penalty: 4872.924805
	Iteration 22Q: 3 clusters Score -2214813 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -2214958.000000 Penalty: 4872.924805
	Iteration 23Q: 3 clusters Score -2214958 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -2215090.750000 Penalty: 4872.924805
	Iteration 24Q: 3 clusters Score -2215091 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -2215244.250000 Penalty: 4872.924805
	Iteration 25Q: 3 clusters Score -2215244 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -2215388.250000 Penalty: 4872.924805
	Iteration 26Q: 3 clusters Score -2215388 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -2215491.000000 Penalty: 4872.924805
	Iteration 27Q: 3 clusters Score -2215491 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -2215569.500000 Penalty: 4872.924805
	Iteration 28Q: 3 clusters Score -2215570 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -2215628.500000 Penalty: 4872.924805
	Iteration 29Q: 3 clusters Score -2215628 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -2215664.250000 Penalty: 4872.924805
	Iteration 30Q: 3 clusters Score -2215664 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -2215689.750000 Penalty: 4872.924805
	Iteration 31Q: 3 clusters Score -2215690 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -2215700.000000 Penalty: 4872.924805
	Iteration 32Q: 3 clusters Score -2215700 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -2215714.750000 Penalty: 4872.924805
	Iteration 33Q: 3 clusters Score -2215715 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -2215710.750000 Penalty: 4872.924805
	Iteration 34Q: 3 clusters Score -2215711 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -2215716.750000 Penalty: 4872.924805
	Iteration 35Q: 3 clusters Score -2215717 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -2215721.500000 Penalty: 4872.924805
	Iteration 36Q: 3 clusters Score -2215722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -2215720.500000 Penalty: 4872.924805
	Iteration 37Q: 3 clusters Score -2215720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -2215723.250000 Penalty: 4872.924805
	Iteration 38Q: 3 clusters Score -2215723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -2215723.250000 Penalty: 4872.924805
	Iteration 39Q: 3 clusters Score -2215723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -2215726.500000 Penalty: 4872.924805
	Iteration 40F: 3 clusters Score -2215726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -2215724.750000 Penalty: 4872.924805
	Iteration 41Q: 3 clusters Score -2215725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -2215723.750000 Penalty: 4872.924805
	Iteration 42Q: 3 clusters Score -2215724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -2215723.250000 Penalty: 4872.924805
	Iteration 43Q: 3 clusters Score -2215723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -2215724.750000 Penalty: 4872.924805
	Iteration 44Q: 3 clusters Score -2215725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -2215721.250000 Penalty: 4872.924805
	Iteration 45Q: 3 clusters Score -2215721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -2215721.500000 Penalty: 4872.924805
	Iteration 46Q: 3 clusters Score -2215722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -2215721.500000 Penalty: 4872.924805
	Iteration 47Q: 3 clusters Score -2215722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -2215724.250000 Penalty: 4872.924805
	Iteration 48Q: 3 clusters Score -2215724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -2215725.000000 Penalty: 4872.924805
	Iteration 49Q: 3 clusters Score -2215725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -2215723.500000 Penalty: 4872.924805
	Iteration 50Q: 3 clusters Score -2215724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -2215725.250000 Penalty: 4872.924805
	Iteration 51Q: 3 clusters Score -2215725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -2215727.750000 Penalty: 4872.924805
	Iteration 52Q: 3 clusters Score -2215728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -2215726.500000 Penalty: 4872.924805
	Iteration 53Q: 3 clusters Score -2215726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -2215726.250000 Penalty: 4872.924805
	Iteration 54Q: 3 clusters Score -2215726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -2215726.250000 Penalty: 4872.924805
	Iteration 55F: 3 clusters Score -2215726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2064 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 4026 members 
Mstep: Class 3 contains 22903 members 
Mstep: Class 4 contains 5245 members 
Mstep: Class 5 contains 30797 members 
Mstep: Class 6 contains 8263 members 
Mstep: Class 7 contains 6752 members 
Mstep: Class 8 contains 198088 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 25940 members 
Mstep: Class 11 contains 25086 members 
Mstep: Class 12 contains 12325 members 
Mstep: Class 13 contains 72023 members 
Mstep: Class 14 contains 170681 members 
Mstep: Class 15 contains 232207 members 
Mstep: Class 16 contains 56794 members 
Mstep: Class 17 contains 67324 members 
Mstep: Class 18 contains 9252 members 
Mstep: Class 19 contains 15086 members 
Mstep: Class 20 contains 8624 members 
Mstep: Class 21 contains 285726 members 
Mstep: Class 22 contains 18384 members 
Mstep: Class 23 contains 80890 members 
Mstep: Class 24 contains 92024 members 
Mstep: Class 25 contains 27065 members 
Mstep: Class 26 contains 2075 members 
Mstep: Class 27 contains 281011 members 
Mstep: Class 28 contains 196623 members 
Mstep: Class 29 contains 818 members 
Mstep: Class 30 contains 11550 members 
Mstep: Class 31 contains 9856 members 
Entering Unmasked Estep 
Score: -235026480.000000 Penalty: 111504.664062
Splitting cluster 20 changes total score from -234935824.000000 to -235026480.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 21 (285726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285726 members 
Entering Unmasked Estep 
Score: -34640856.000000 Penalty: 3115.571777
	Iteration 0F: 2 clusters Score -3.464086e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143041 members 
Mstep: Class 2 contains 142685 members 
Entering Unmasked Estep 
Score: -34457640.000000 Penalty: 6231.143555
	Iteration 0F: 3 clusters Score -3.445764e+07 nChanged 138547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147712 members 
Mstep: Class 2 contains 138014 members 
Entering Unmasked Estep 
Score: -34538588.000000 Penalty: 6231.143555
	Iteration 1F: 3 clusters Score -3.453859e+07 nChanged 7881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150859 members 
Mstep: Class 2 contains 134867 members 
Entering Unmasked Estep 
Score: -34540480.000000 Penalty: 6231.143555
	Iteration 2Q: 3 clusters Score -3.454048e+07 nChanged 9533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156064 members 
Mstep: Class 2 contains 129662 members 
Entering Unmasked Estep 
Score: -34543480.000000 Penalty: 6231.143555
	Iteration 3Q: 3 clusters Score -3.454348e+07 nChanged 13005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164431 members 
Mstep: Class 2 contains 121295 members 
Entering Unmasked Estep 
Score: -34549420.000000 Penalty: 6231.143555
	Iteration 4Q: 3 clusters Score -3.454942e+07 nChanged 17881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176586 members 
Mstep: Class 2 contains 109140 members 
Entering Unmasked Estep 
Score: -34561268.000000 Penalty: 6231.143555
	Iteration 5F: 3 clusters Score -3.456127e+07 nChanged 22693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191731 members 
Mstep: Class 2 contains 93995 members 
Entering Unmasked Estep 
Score: -34579372.000000 Penalty: 6231.143555
	Iteration 6F: 3 clusters Score -3.457937e+07 nChanged 24352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206599 members 
Mstep: Class 2 contains 79127 members 
Entering Unmasked Estep 
Score: -34600248.000000 Penalty: 6231.143555
	Iteration 7F: 3 clusters Score -3.460025e+07 nChanged 21625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217082 members 
Mstep: Class 2 contains 68644 members 
Entering Unmasked Estep 
Score: -34623208.000000 Penalty: 6231.143555
	Iteration 8F: 3 clusters Score -3.462321e+07 nChanged 17631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220751 members 
Mstep: Class 2 contains 64975 members 
Entering Unmasked Estep 
Score: -34652088.000000 Penalty: 6231.143555
	Iteration 9F: 3 clusters Score -3.465209e+07 nChanged 13674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218053 members 
Mstep: Class 2 contains 67673 members 
Entering Unmasked Estep 
Score: -34673368.000000 Penalty: 6231.143555
	Iteration 10Q: 3 clusters Score -3.467337e+07 nChanged 8134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214853 members 
Mstep: Class 2 contains 70873 members 
Entering Unmasked Estep 
Score: -34679900.000000 Penalty: 6231.143555
	Iteration 11Q: 3 clusters Score -3.46799e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212440 members 
Mstep: Class 2 contains 73286 members 
Entering Unmasked Estep 
Score: -34682272.000000 Penalty: 6231.143555
	Iteration 12Q: 3 clusters Score -3.468227e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210547 members 
Mstep: Class 2 contains 75179 members 
Entering Unmasked Estep 
Score: -34683360.000000 Penalty: 6231.143555
	Iteration 13Q: 3 clusters Score -3.468336e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209087 members 
Mstep: Class 2 contains 76639 members 
Entering Unmasked Estep 
Score: -34684004.000000 Penalty: 6231.143555
	Iteration 14Q: 3 clusters Score -3.4684e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207925 members 
Mstep: Class 2 contains 77801 members 
Entering Unmasked Estep 
Score: -34684464.000000 Penalty: 6231.143555
	Iteration 15Q: 3 clusters Score -3.468446e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206968 members 
Mstep: Class 2 contains 78758 members 
Entering Unmasked Estep 
Score: -34684824.000000 Penalty: 6231.143555
	Iteration 16Q: 3 clusters Score -3.468482e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206200 members 
Mstep: Class 2 contains 79526 members 
Entering Unmasked Estep 
Score: -34684948.000000 Penalty: 6231.143555
	Iteration 17Q: 3 clusters Score -3.468495e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205583 members 
Mstep: Class 2 contains 80143 members 
Entering Unmasked Estep 
Score: -34685100.000000 Penalty: 6231.143555
	Iteration 18Q: 3 clusters Score -3.46851e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205106 members 
Mstep: Class 2 contains 80620 members 
Entering Unmasked Estep 
Score: -34685168.000000 Penalty: 6231.143555
	Iteration 19Q: 3 clusters Score -3.468517e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204732 members 
Mstep: Class 2 contains 80994 members 
Entering Unmasked Estep 
Score: -34685248.000000 Penalty: 6231.143555
	Iteration 20F: 3 clusters Score -3.468525e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204431 members 
Mstep: Class 2 contains 81295 members 
Entering Unmasked Estep 
Score: -34685296.000000 Penalty: 6231.143555
	Iteration 21Q: 3 clusters Score -3.46853e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204161 members 
Mstep: Class 2 contains 81565 members 
Entering Unmasked Estep 
Score: -34685292.000000 Penalty: 6231.143555
	Iteration 22Q: 3 clusters Score -3.468529e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203959 members 
Mstep: Class 2 contains 81767 members 
Entering Unmasked Estep 
Score: -34685360.000000 Penalty: 6231.143555
	Iteration 23Q: 3 clusters Score -3.468536e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203780 members 
Mstep: Class 2 contains 81946 members 
Entering Unmasked Estep 
Score: -34685376.000000 Penalty: 6231.143555
	Iteration 24Q: 3 clusters Score -3.468538e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203643 members 
Mstep: Class 2 contains 82083 members 
Entering Unmasked Estep 
Score: -34685432.000000 Penalty: 6231.143555
	Iteration 25Q: 3 clusters Score -3.468543e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203542 members 
Mstep: Class 2 contains 82184 members 
Entering Unmasked Estep 
Score: -34685420.000000 Penalty: 6231.143555
	Iteration 26Q: 3 clusters Score -3.468542e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203446 members 
Mstep: Class 2 contains 82280 members 
Entering Unmasked Estep 
Score: -34685440.000000 Penalty: 6231.143555
	Iteration 27Q: 3 clusters Score -3.468544e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203370 members 
Mstep: Class 2 contains 82356 members 
Entering Unmasked Estep 
Score: -34685412.000000 Penalty: 6231.143555
	Iteration 28Q: 3 clusters Score -3.468541e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203323 members 
Mstep: Class 2 contains 82403 members 
Entering Unmasked Estep 
Score: -34685396.000000 Penalty: 6231.143555
	Iteration 29Q: 3 clusters Score -3.46854e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203284 members 
Mstep: Class 2 contains 82442 members 
Entering Unmasked Estep 
Score: -34685408.000000 Penalty: 6231.143555
	Iteration 30Q: 3 clusters Score -3.468541e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203254 members 
Mstep: Class 2 contains 82472 members 
Entering Unmasked Estep 
Score: -34685408.000000 Penalty: 6231.143555
	Iteration 31Q: 3 clusters Score -3.468541e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203239 members 
Mstep: Class 2 contains 82487 members 
Entering Unmasked Estep 
Score: -34685432.000000 Penalty: 6231.143555
	Iteration 32Q: 3 clusters Score -3.468543e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203229 members 
Mstep: Class 2 contains 82497 members 
Entering Unmasked Estep 
Score: -34685412.000000 Penalty: 6231.143555
	Iteration 33Q: 3 clusters Score -3.468541e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203226 members 
Mstep: Class 2 contains 82500 members 
Entering Unmasked Estep 
Score: -34685420.000000 Penalty: 6231.143555
	Iteration 34Q: 3 clusters Score -3.468542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203223 members 
Mstep: Class 2 contains 82503 members 
Entering Unmasked Estep 
Score: -34685424.000000 Penalty: 6231.143555
	Iteration 35Q: 3 clusters Score -3.468542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203221 members 
Mstep: Class 2 contains 82505 members 
Entering Unmasked Estep 
Score: -34685436.000000 Penalty: 6231.143555
	Iteration 36Q: 3 clusters Score -3.468544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203219 members 
Mstep: Class 2 contains 82507 members 
Entering Unmasked Estep 
Score: -34685432.000000 Penalty: 6231.143555
	Iteration 37Q: 3 clusters Score -3.468543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203218 members 
Mstep: Class 2 contains 82508 members 
Entering Unmasked Estep 
Score: -34685416.000000 Penalty: 6231.143555
	Iteration 38Q: 3 clusters Score -3.468542e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203217 members 
Mstep: Class 2 contains 82509 members 
Entering Unmasked Estep 
Score: -34685428.000000 Penalty: 6231.143555
	Iteration 39Q: 3 clusters Score -3.468543e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203217 members 
Mstep: Class 2 contains 82509 members 
Entering Unmasked Estep 
Score: -34685428.000000 Penalty: 6231.143555
	Iteration 40F: 3 clusters Score -3.468543e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2064 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 4026 members 
Mstep: Class 3 contains 22903 members 
Mstep: Class 4 contains 5245 members 
Mstep: Class 5 contains 30797 members 
Mstep: Class 6 contains 8263 members 
Mstep: Class 7 contains 6752 members 
Mstep: Class 8 contains 198088 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 25940 members 
Mstep: Class 11 contains 25086 members 
Mstep: Class 12 contains 12325 members 
Mstep: Class 13 contains 72023 members 
Mstep: Class 14 contains 170681 members 
Mstep: Class 15 contains 232207 members 
Mstep: Class 16 contains 56794 members 
Mstep: Class 17 contains 67324 members 
Mstep: Class 18 contains 9252 members 
Mstep: Class 19 contains 15086 members 
Mstep: Class 20 contains 8624 members 
Mstep: Class 21 contains 203217 members 
Mstep: Class 22 contains 18384 members 
Mstep: Class 23 contains 80890 members 
Mstep: Class 24 contains 92024 members 
Mstep: Class 25 contains 27065 members 
Mstep: Class 26 contains 2075 members 
Mstep: Class 27 contains 281011 members 
Mstep: Class 28 contains 196623 members 
Mstep: Class 29 contains 818 members 
Mstep: Class 30 contains 11550 members 
Mstep: Class 31 contains 9856 members 
Mstep: Class 32 contains 82509 members 
Entering Unmasked Estep 
Score: -235083760.000000 Penalty: 115101.585938
Splitting cluster 21 changes total score from -234935824.000000 to -235083760.000000
So it's getting split into cluster 32.
Entering Unmasked Mstep 
Mstep: Class 0 contains 2064 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 4026 members 
Mstep: Class 3 contains 22903 members 
Mstep: Class 4 contains 5245 members 
Mstep: Class 5 contains 30797 members 
Mstep: Class 6 contains 8263 members 
Mstep: Class 7 contains 6752 members 
Mstep: Class 8 contains 198088 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 10 contains 25940 members 
Mstep: Class 11 contains 25086 members 
Mstep: Class 12 contains 12325 members 
Mstep: Class 13 contains 72023 members 
Mstep: Class 14 contains 170681 members 
Mstep: Class 15 contains 232207 members 
Mstep: Class 18 contains 9252 members 
Mstep: Class 19 contains 15086 members 
Mstep: Class 20 contains 8624 members 
Mstep: Class 21 contains 203217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235137184.000000 Penalty: 115101.585938
Iteration 39Q: 33 clusters Score -2.351372e+08 nChanged 87236
Entering Unmasked Mstep 
Mstep: Class 0 contains 2061 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 5339 members 
Mstep: Class 3 contains 23110 members 
Mstep: Class 4 contains 5432 members 
Mstep: Class 5 contains 33504 members 
Mstep: Class 6 contains 8655 members 
Mstep: Class 7 contains 6613 members 
Mstep: Class 8 contains 205576 members 
Mstep: Class 9 contains 718 members 
Mstep: Class 10 contains 26531 members 
Mstep: Class 11 contains 24071 members 
Mstep: Class 12 contains 13537 members 
Mstep: Class 13 contains 72041 members 
Mstep: Class 14 contains 170766 members 
Mstep: Class 15 contains 233613 members 
Mstep: Class 16 contains 56058 members 
Mstep: Class 17 contains 64720 members 
Mstep: Class 18 contains 9466 members 
Mstep: Class 19 contains 15333 members 
Mstep: Class 20 contains 9595 members 
Mstep: Class 21 contains 207084 members 
Mstep: Class 22 contains 17574 members 
Mstep: Class 23 contains 75525 members 
Mstep: Class 24 contains 87785 members 
Mstep: Class 25 contains 25729 members 
Mstep: Class 26 contains 2621 members 
Mstep: Class 27 contains 279814 members 
Mstep: Class 28 contains 195782 members 
Mstep: Class 29 contains 837 members 
Mstep: Class 30 contains 11569 members 
Mstep: Class 31 contains 9108 members 
Mstep: Class 32 contains 79581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235207472.000000 Penalty: 115101.585938
Iteration 40F: 33 clusters Score -2.352075e+08 nChanged 65888
Entering Unmasked Mstep 
Mstep: Class 0 contains 1443 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 5837 members 
Mstep: Class 3 contains 21834 members 
Mstep: Class 4 contains 5257 members 
Mstep: Class 5 contains 34770 members 
Mstep: Class 6 contains 8307 members 
Mstep: Class 7 contains 6492 members 
Mstep: Class 8 contains 203707 members 
Mstep: Class 9 contains 1344 members 
Mstep: Class 10 contains 26474 members 
Mstep: Class 11 contains 23278 members 
Mstep: Class 12 contains 14121 members 
Mstep: Class 13 contains 69473 members 
Mstep: Class 14 contains 168990 members 
Mstep: Class 15 contains 231414 members 
Mstep: Class 16 contains 59009 members 
Mstep: Class 17 contains 63082 members 
Mstep: Class 18 contains 9333 members 
Mstep: Class 19 contains 15145 members 
Mstep: Class 20 contains 10092 members 
Mstep: Class 21 contains 202773 members 
Mstep: Class 22 contains 18084 members 
Mstep: Class 23 contains 72158 members 
Mstep: Class 24 contains 86672 members 
Mstep: Class 25 contains 26563 members 
Mstep: Class 26 contains 3344 members 
Mstep: Class 27 contains 283583 members 
Mstep: Class 28 contains 203628 members 
Mstep: Class 29 contains 913 members 
Mstep: Class 30 contains 12663 members 
Mstep: Class 31 contains 9184 members 
Mstep: Class 32 contains 80429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235266368.000000 Penalty: 115101.585938
Iteration 41Q: 33 clusters Score -2.352664e+08 nChanged 40612
Entering Unmasked Mstep 
Mstep: Class 0 contains 1361 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 6225 members 
Mstep: Class 3 contains 20864 members 
Mstep: Class 4 contains 5245 members 
Mstep: Class 5 contains 36014 members 
Mstep: Class 6 contains 8049 members 
Mstep: Class 7 contains 6519 members 
Mstep: Class 8 contains 203070 members 
Mstep: Class 9 contains 1396 members 
Mstep: Class 10 contains 26543 members 
Mstep: Class 11 contains 22740 members 
Mstep: Class 12 contains 14612 members 
Mstep: Class 13 contains 67463 members 
Mstep: Class 14 contains 167385 members 
Mstep: Class 15 contains 230167 members 
Mstep: Class 16 contains 61210 members 
Mstep: Class 17 contains 61872 members 
Mstep: Class 18 contains 9237 members 
Mstep: Class 19 contains 15089 members 
Mstep: Class 20 contains 10475 members 
Mstep: Class 21 contains 198735 members 
Mstep: Class 22 contains 18540 members 
Mstep: Class 23 contains 69397 members 
Mstep: Class 24 contains 85524 members 
Mstep: Class 25 contains 26830 members 
Mstep: Class 26 contains 3962 members 
Mstep: Class 27 contains 286568 members 
Mstep: Class 28 contains 209360 members 
Mstep: Class 29 contains 974 members 
Mstep: Class 30 contains 13476 members 
Mstep: Class 31 contains 9142 members 
Mstep: Class 32 contains 80951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235276848.000000 Penalty: 115101.585938
Iteration 42Q: 33 clusters Score -2.352768e+08 nChanged 30654
Entering Unmasked Mstep 
Mstep: Class 0 contains 1360 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 6518 members 
Mstep: Class 3 contains 20060 members 
Mstep: Class 4 contains 5294 members 
Mstep: Class 5 contains 37105 members 
Mstep: Class 6 contains 7842 members 
Mstep: Class 7 contains 6562 members 
Mstep: Class 8 contains 202727 members 
Mstep: Class 9 contains 1396 members 
Mstep: Class 10 contains 26609 members 
Mstep: Class 11 contains 22362 members 
Mstep: Class 12 contains 15006 members 
Mstep: Class 13 contains 65722 members 
Mstep: Class 14 contains 165961 members 
Mstep: Class 15 contains 229223 members 
Mstep: Class 16 contains 62964 members 
Mstep: Class 17 contains 60700 members 
Mstep: Class 18 contains 9164 members 
Mstep: Class 19 contains 15114 members 
Mstep: Class 20 contains 10778 members 
Mstep: Class 21 contains 195240 members 
Mstep: Class 22 contains 18981 members 
Mstep: Class 23 contains 66980 members 
Mstep: Class 24 contains 84622 members 
Mstep: Class 25 contains 26903 members 
Mstep: Class 26 contains 4499 members 
Mstep: Class 27 contains 289219 members 
Mstep: Class 28 contains 214086 members 
Mstep: Class 29 contains 1025 members 
Mstep: Class 30 contains 14118 members 
Mstep: Class 31 contains 9104 members 
Mstep: Class 32 contains 81385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235284224.000000 Penalty: 115101.585938
Iteration 43Q: 33 clusters Score -2.352842e+08 nChanged 24595
Entering Unmasked Mstep 
Mstep: Class 0 contains 1360 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 6735 members 
Mstep: Class 3 contains 19453 members 
Mstep: Class 4 contains 5361 members 
Mstep: Class 5 contains 37990 members 
Mstep: Class 6 contains 7661 members 
Mstep: Class 7 contains 6600 members 
Mstep: Class 8 contains 202347 members 
Mstep: Class 9 contains 1396 members 
Mstep: Class 10 contains 26692 members 
Mstep: Class 11 contains 22041 members 
Mstep: Class 12 contains 15323 members 
Mstep: Class 13 contains 64299 members 
Mstep: Class 14 contains 164767 members 
Mstep: Class 15 contains 228479 members 
Mstep: Class 16 contains 64621 members 
Mstep: Class 17 contains 59574 members 
Mstep: Class 18 contains 9110 members 
Mstep: Class 19 contains 15154 members 
Mstep: Class 20 contains 11020 members 
Mstep: Class 21 contains 192326 members 
Mstep: Class 22 contains 19386 members 
Mstep: Class 23 contains 64904 members 
Mstep: Class 24 contains 83981 members 
Mstep: Class 25 contains 26874 members 
Mstep: Class 26 contains 4999 members 
Mstep: Class 27 contains 291462 members 
Mstep: Class 28 contains 217979 members 
Mstep: Class 29 contains 1055 members 
Mstep: Class 30 contains 14566 members 
Mstep: Class 31 contains 9075 members 
Mstep: Class 32 contains 81732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235288896.000000 Penalty: 115101.585938
Iteration 44Q: 33 clusters Score -2.352889e+08 nChanged 20212
Entering Unmasked Mstep 
Mstep: Class 0 contains 1360 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 6871 members 
Mstep: Class 3 contains 18930 members 
Mstep: Class 4 contains 5431 members 
Mstep: Class 5 contains 38691 members 
Mstep: Class 6 contains 7497 members 
Mstep: Class 7 contains 6654 members 
Mstep: Class 8 contains 201928 members 
Mstep: Class 9 contains 1393 members 
Mstep: Class 10 contains 26774 members 
Mstep: Class 11 contains 21780 members 
Mstep: Class 12 contains 15610 members 
Mstep: Class 13 contains 63195 members 
Mstep: Class 14 contains 163726 members 
Mstep: Class 15 contains 227800 members 
Mstep: Class 16 contains 66154 members 
Mstep: Class 17 contains 58595 members 
Mstep: Class 18 contains 9084 members 
Mstep: Class 19 contains 15232 members 
Mstep: Class 20 contains 11184 members 
Mstep: Class 21 contains 189920 members 
Mstep: Class 22 contains 19732 members 
Mstep: Class 23 contains 63088 members 
Mstep: Class 24 contains 83503 members 
Mstep: Class 25 contains 26823 members 
Mstep: Class 26 contains 5483 members 
Mstep: Class 27 contains 293444 members 
Mstep: Class 28 contains 221113 members 
Mstep: Class 29 contains 1076 members 
Mstep: Class 30 contains 14891 members 
Mstep: Class 31 contains 9038 members 
Mstep: Class 32 contains 82085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235292608.000000 Penalty: 115101.585938
Iteration 45Q: 33 clusters Score -2.352926e+08 nChanged 17263
Entering Unmasked Mstep 
Mstep: Class 0 contains 1360 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 6960 members 
Mstep: Class 3 contains 18495 members 
Mstep: Class 4 contains 5509 members 
Mstep: Class 5 contains 39299 members 
Mstep: Class 6 contains 7317 members 
Mstep: Class 7 contains 6687 members 
Mstep: Class 8 contains 201513 members 
Mstep: Class 9 contains 1393 members 
Mstep: Class 10 contains 26839 members 
Mstep: Class 11 contains 21565 members 
Mstep: Class 12 contains 15861 members 
Mstep: Class 13 contains 62252 members 
Mstep: Class 14 contains 162849 members 
Mstep: Class 15 contains 227261 members 
Mstep: Class 16 contains 67516 members 
Mstep: Class 17 contains 57703 members 
Mstep: Class 18 contains 9060 members 
Mstep: Class 19 contains 15292 members 
Mstep: Class 20 contains 11351 members 
Mstep: Class 21 contains 187848 members 
Mstep: Class 22 contains 20115 members 
Mstep: Class 23 contains 61522 members 
Mstep: Class 24 contains 83184 members 
Mstep: Class 25 contains 26762 members 
Mstep: Class 26 contains 5917 members 
Mstep: Class 27 contains 295261 members 
Mstep: Class 28 contains 223621 members 
Mstep: Class 29 contains 1090 members 
Mstep: Class 30 contains 15139 members 
Mstep: Class 31 contains 8995 members 
Mstep: Class 32 contains 82369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235294480.000000 Penalty: 115101.585938
Iteration 46Q: 33 clusters Score -2.352945e+08 nChanged 14879
Entering Unmasked Mstep 
Mstep: Class 0 contains 1360 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 7036 members 
Mstep: Class 3 contains 18120 members 
Mstep: Class 4 contains 5567 members 
Mstep: Class 5 contains 39796 members 
Mstep: Class 6 contains 7158 members 
Mstep: Class 7 contains 6725 members 
Mstep: Class 8 contains 201228 members 
Mstep: Class 9 contains 1397 members 
Mstep: Class 10 contains 26915 members 
Mstep: Class 11 contains 21363 members 
Mstep: Class 12 contains 16052 members 
Mstep: Class 13 contains 61465 members 
Mstep: Class 14 contains 162106 members 
Mstep: Class 15 contains 226653 members 
Mstep: Class 16 contains 68839 members 
Mstep: Class 17 contains 56925 members 
Mstep: Class 18 contains 9037 members 
Mstep: Class 19 contains 15337 members 
Mstep: Class 20 contains 11465 members 
Mstep: Class 21 contains 186009 members 
Mstep: Class 22 contains 20470 members 
Mstep: Class 23 contains 60065 members 
Mstep: Class 24 contains 82972 members 
Mstep: Class 25 contains 26652 members 
Mstep: Class 26 contains 6343 members 
Mstep: Class 27 contains 297011 members 
Mstep: Class 28 contains 225690 members 
Mstep: Class 29 contains 1096 members 
Mstep: Class 30 contains 15321 members 
Mstep: Class 31 contains 8976 members 
Mstep: Class 32 contains 82594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235296336.000000 Penalty: 115101.585938
Iteration 47Q: 33 clusters Score -2.352963e+08 nChanged 12863
Entering Unmasked Mstep 
Mstep: Class 0 contains 1360 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 7074 members 
Mstep: Class 3 contains 17795 members 
Mstep: Class 4 contains 5656 members 
Mstep: Class 5 contains 40226 members 
Mstep: Class 6 contains 7053 members 
Mstep: Class 7 contains 6733 members 
Mstep: Class 8 contains 201002 members 
Mstep: Class 9 contains 1397 members 
Mstep: Class 10 contains 26949 members 
Mstep: Class 11 contains 21201 members 
Mstep: Class 12 contains 16214 members 
Mstep: Class 13 contains 60805 members 
Mstep: Class 14 contains 161472 members 
Mstep: Class 15 contains 225935 members 
Mstep: Class 16 contains 70070 members 
Mstep: Class 17 contains 56252 members 
Mstep: Class 18 contains 9011 members 
Mstep: Class 19 contains 15400 members 
Mstep: Class 20 contains 11550 members 
Mstep: Class 21 contains 184518 members 
Mstep: Class 22 contains 20836 members 
Mstep: Class 23 contains 58794 members 
Mstep: Class 24 contains 82853 members 
Mstep: Class 25 contains 26496 members 
Mstep: Class 26 contains 6756 members 
Mstep: Class 27 contains 298539 members 
Mstep: Class 28 contains 227308 members 
Mstep: Class 29 contains 1105 members 
Mstep: Class 30 contains 15469 members 
Mstep: Class 31 contains 8958 members 
Mstep: Class 32 contains 82805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235298144.000000 Penalty: 115101.585938
Iteration 48Q: 33 clusters Score -2.352981e+08 nChanged 11291
Entering Unmasked Mstep 
Mstep: Class 0 contains 1360 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 7086 members 
Mstep: Class 3 contains 17484 members 
Mstep: Class 4 contains 5725 members 
Mstep: Class 5 contains 40605 members 
Mstep: Class 6 contains 6962 members 
Mstep: Class 7 contains 6741 members 
Mstep: Class 8 contains 200806 members 
Mstep: Class 9 contains 1398 members 
Mstep: Class 10 contains 26990 members 
Mstep: Class 11 contains 21046 members 
Mstep: Class 12 contains 16346 members 
Mstep: Class 13 contains 60220 members 
Mstep: Class 14 contains 160945 members 
Mstep: Class 15 contains 225276 members 
Mstep: Class 16 contains 71315 members 
Mstep: Class 17 contains 55695 members 
Mstep: Class 18 contains 9008 members 
Mstep: Class 19 contains 15450 members 
Mstep: Class 20 contains 11609 members 
Mstep: Class 21 contains 183254 members 
Mstep: Class 22 contains 21240 members 
Mstep: Class 23 contains 57637 members 
Mstep: Class 24 contains 82770 members 
Mstep: Class 25 contains 26293 members 
Mstep: Class 26 contains 7136 members 
Mstep: Class 27 contains 299988 members 
Mstep: Class 28 contains 228480 members 
Mstep: Class 29 contains 1109 members 
Mstep: Class 30 contains 15581 members 
Mstep: Class 31 contains 8949 members 
Mstep: Class 32 contains 82963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235299136.000000 Penalty: 115101.585938
Iteration 49Q: 33 clusters Score -2.352991e+08 nChanged 10042
Entering Unmasked Mstep 
Mstep: Class 0 contains 1360 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 7109 members 
Mstep: Class 3 contains 17229 members 
Mstep: Class 4 contains 5774 members 
Mstep: Class 5 contains 40920 members 
Mstep: Class 6 contains 6870 members 
Mstep: Class 7 contains 6759 members 
Mstep: Class 8 contains 200596 members 
Mstep: Class 9 contains 1398 members 
Mstep: Class 10 contains 27023 members 
Mstep: Class 11 contains 20862 members 
Mstep: Class 12 contains 16463 members 
Mstep: Class 13 contains 59722 members 
Mstep: Class 14 contains 160494 members 
Mstep: Class 15 contains 224739 members 
Mstep: Class 16 contains 72440 members 
Mstep: Class 17 contains 55153 members 
Mstep: Class 18 contains 9020 members 
Mstep: Class 19 contains 15504 members 
Mstep: Class 20 contains 11659 members 
Mstep: Class 21 contains 182254 members 
Mstep: Class 22 contains 21650 members 
Mstep: Class 23 contains 56595 members 
Mstep: Class 24 contains 82699 members 
Mstep: Class 25 contains 26084 members 
Mstep: Class 26 contains 7498 members 
Mstep: Class 27 contains 301301 members 
Mstep: Class 28 contains 229363 members 
Mstep: Class 29 contains 1111 members 
Mstep: Class 30 contains 15677 members 
Mstep: Class 31 contains 8941 members 
Mstep: Class 32 contains 83089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235299744.000000 Penalty: 115101.585938
Iteration 50Q: 33 clusters Score -2.352997e+08 nChanged 9053
Entering Unmasked Mstep 
Mstep: Class 0 contains 1360 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 7127 members 
Mstep: Class 3 contains 16977 members 
Mstep: Class 4 contains 5819 members 
Mstep: Class 5 contains 41169 members 
Mstep: Class 6 contains 6800 members 
Mstep: Class 7 contains 6781 members 
Mstep: Class 8 contains 200431 members 
Mstep: Class 9 contains 1399 members 
Mstep: Class 10 contains 27054 members 
Mstep: Class 11 contains 20642 members 
Mstep: Class 12 contains 16558 members 
Mstep: Class 13 contains 59303 members 
Mstep: Class 14 contains 160123 members 
Mstep: Class 15 contains 224343 members 
Mstep: Class 16 contains 73479 members 
Mstep: Class 17 contains 54687 members 
Mstep: Class 18 contains 9010 members 
Mstep: Class 19 contains 15553 members 
Mstep: Class 20 contains 11712 members 
Mstep: Class 21 contains 181391 members 
Mstep: Class 22 contains 22073 members 
Mstep: Class 23 contains 55618 members 
Mstep: Class 24 contains 82650 members 
Mstep: Class 25 contains 25872 members 
Mstep: Class 26 contains 7847 members 
Mstep: Class 27 contains 302494 members 
Mstep: Class 28 contains 230038 members 
Mstep: Class 29 contains 1109 members 
Mstep: Class 30 contains 15744 members 
Mstep: Class 31 contains 8935 members 
Mstep: Class 32 contains 83196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235301216.000000 Penalty: 115101.585938
Iteration 51Q: 33 clusters Score -2.353012e+08 nChanged 8307
Entering Unmasked Mstep 
Mstep: Class 0 contains 1360 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 7175 members 
Mstep: Class 3 contains 16755 members 
Mstep: Class 4 contains 5871 members 
Mstep: Class 5 contains 41380 members 
Mstep: Class 6 contains 6735 members 
Mstep: Class 7 contains 6805 members 
Mstep: Class 8 contains 200309 members 
Mstep: Class 9 contains 1400 members 
Mstep: Class 10 contains 27079 members 
Mstep: Class 11 contains 20431 members 
Mstep: Class 12 contains 16632 members 
Mstep: Class 13 contains 58957 members 
Mstep: Class 14 contains 159824 members 
Mstep: Class 15 contains 223952 members 
Mstep: Class 16 contains 74469 members 
Mstep: Class 17 contains 54266 members 
Mstep: Class 18 contains 9003 members 
Mstep: Class 19 contains 15610 members 
Mstep: Class 20 contains 11768 members 
Mstep: Class 21 contains 180673 members 
Mstep: Class 22 contains 22456 members 
Mstep: Class 23 contains 54670 members 
Mstep: Class 24 contains 82624 members 
Mstep: Class 25 contains 25641 members 
Mstep: Class 26 contains 8205 members 
Mstep: Class 27 contains 303569 members 
Mstep: Class 28 contains 230502 members 
Mstep: Class 29 contains 1103 members 
Mstep: Class 30 contains 15791 members 
Mstep: Class 31 contains 8936 members 
Mstep: Class 32 contains 83284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235301888.000000 Penalty: 115101.585938
Iteration 52Q: 33 clusters Score -2.353019e+08 nChanged 7819
Entering Unmasked Mstep 
Mstep: Class 0 contains 1360 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 7211 members 
Mstep: Class 3 contains 16568 members 
Mstep: Class 4 contains 5918 members 
Mstep: Class 5 contains 41536 members 
Mstep: Class 6 contains 6662 members 
Mstep: Class 7 contains 6825 members 
Mstep: Class 8 contains 200231 members 
Mstep: Class 9 contains 1399 members 
Mstep: Class 10 contains 27116 members 
Mstep: Class 11 contains 20212 members 
Mstep: Class 12 contains 16707 members 
Mstep: Class 13 contains 58627 members 
Mstep: Class 14 contains 159576 members 
Mstep: Class 15 contains 223613 members 
Mstep: Class 16 contains 75474 members 
Mstep: Class 17 contains 53858 members 
Mstep: Class 18 contains 8995 members 
Mstep: Class 19 contains 15643 members 
Mstep: Class 20 contains 11818 members 
Mstep: Class 21 contains 180046 members 
Mstep: Class 22 contains 22878 members 
Mstep: Class 23 contains 53714 members 
Mstep: Class 24 contains 82612 members 
Mstep: Class 25 contains 25407 members 
Mstep: Class 26 contains 8571 members 
Mstep: Class 27 contains 304513 members 
Mstep: Class 28 contains 230851 members 
Mstep: Class 29 contains 1097 members 
Mstep: Class 30 contains 15829 members 
Mstep: Class 31 contains 8944 members 
Mstep: Class 32 contains 83373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235302832.000000 Penalty: 115101.585938
Iteration 53Q: 33 clusters Score -2.353028e+08 nChanged 7267
Entering Unmasked Mstep 
Mstep: Class 0 contains 1360 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 7247 members 
Mstep: Class 3 contains 16379 members 
Mstep: Class 4 contains 5959 members 
Mstep: Class 5 contains 41655 members 
Mstep: Class 6 contains 6599 members 
Mstep: Class 7 contains 6846 members 
Mstep: Class 8 contains 200179 members 
Mstep: Class 9 contains 1399 members 
Mstep: Class 10 contains 27163 members 
Mstep: Class 11 contains 19976 members 
Mstep: Class 12 contains 16759 members 
Mstep: Class 13 contains 58305 members 
Mstep: Class 14 contains 159359 members 
Mstep: Class 15 contains 223407 members 
Mstep: Class 16 contains 76445 members 
Mstep: Class 17 contains 53503 members 
Mstep: Class 18 contains 8996 members 
Mstep: Class 19 contains 15687 members 
Mstep: Class 20 contains 11849 members 
Mstep: Class 21 contains 179578 members 
Mstep: Class 22 contains 23296 members 
Mstep: Class 23 contains 52784 members 
Mstep: Class 24 contains 82605 members 
Mstep: Class 25 contains 25228 members 
Mstep: Class 26 contains 8931 members 
Mstep: Class 27 contains 305418 members 
Mstep: Class 28 contains 230928 members 
Mstep: Class 29 contains 1092 members 
Mstep: Class 30 contains 15867 members 
Mstep: Class 31 contains 8931 members 
Mstep: Class 32 contains 83421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235303536.000000 Penalty: 115101.585938
Iteration 54Q: 33 clusters Score -2.353035e+08 nChanged 6822
Entering Unmasked Mstep 
Mstep: Class 0 contains 1360 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 7302 members 
Mstep: Class 3 contains 16239 members 
Mstep: Class 4 contains 6006 members 
Mstep: Class 5 contains 41755 members 
Mstep: Class 6 contains 6558 members 
Mstep: Class 7 contains 6857 members 
Mstep: Class 8 contains 200127 members 
Mstep: Class 9 contains 1400 members 
Mstep: Class 10 contains 27207 members 
Mstep: Class 11 contains 19765 members 
Mstep: Class 12 contains 16790 members 
Mstep: Class 13 contains 58024 members 
Mstep: Class 14 contains 159165 members 
Mstep: Class 15 contains 223265 members 
Mstep: Class 16 contains 77369 members 
Mstep: Class 17 contains 53143 members 
Mstep: Class 18 contains 8997 members 
Mstep: Class 19 contains 15718 members 
Mstep: Class 20 contains 11877 members 
Mstep: Class 21 contains 179153 members 
Mstep: Class 22 contains 23712 members 
Mstep: Class 23 contains 51888 members 
Mstep: Class 24 contains 82599 members 
Mstep: Class 25 contains 25035 members 
Mstep: Class 26 contains 9295 members 
Mstep: Class 27 contains 306261 members 
Mstep: Class 28 contains 230875 members 
Mstep: Class 29 contains 1093 members 
Mstep: Class 30 contains 15898 members 
Mstep: Class 31 contains 8927 members 
Mstep: Class 32 contains 83476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235303536.000000 Penalty: 115101.585938
Iteration 55Q: 33 clusters Score -2.353035e+08 nChanged 6476
Entering Unmasked Mstep 
Mstep: Class 0 contains 1360 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 7365 members 
Mstep: Class 3 contains 16122 members 
Mstep: Class 4 contains 6067 members 
Mstep: Class 5 contains 41842 members 
Mstep: Class 6 contains 6522 members 
Mstep: Class 7 contains 6882 members 
Mstep: Class 8 contains 200102 members 
Mstep: Class 9 contains 1400 members 
Mstep: Class 10 contains 27261 members 
Mstep: Class 11 contains 19548 members 
Mstep: Class 12 contains 16804 members 
Mstep: Class 13 contains 57778 members 
Mstep: Class 14 contains 159003 members 
Mstep: Class 15 contains 223206 members 
Mstep: Class 16 contains 78220 members 
Mstep: Class 17 contains 52772 members 
Mstep: Class 18 contains 8989 members 
Mstep: Class 19 contains 15743 members 
Mstep: Class 20 contains 11903 members 
Mstep: Class 21 contains 178829 members 
Mstep: Class 22 contains 24139 members 
Mstep: Class 23 contains 50976 members 
Mstep: Class 24 contains 82599 members 
Mstep: Class 25 contains 24849 members 
Mstep: Class 26 contains 9622 members 
Mstep: Class 27 contains 307045 members 
Mstep: Class 28 contains 230675 members 
Mstep: Class 29 contains 1092 members 
Mstep: Class 30 contains 15923 members 
Mstep: Class 31 contains 8931 members 
Mstep: Class 32 contains 83520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235306000.000000 Penalty: 115101.585938
Iteration 56Q: 33 clusters Score -2.35306e+08 nChanged 6178
Entering Unmasked Mstep 
Mstep: Class 0 contains 1360 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 7434 members 
Mstep: Class 3 contains 16028 members 
Mstep: Class 4 contains 6106 members 
Mstep: Class 5 contains 41925 members 
Mstep: Class 6 contains 6495 members 
Mstep: Class 7 contains 6910 members 
Mstep: Class 8 contains 200050 members 
Mstep: Class 9 contains 1400 members 
Mstep: Class 10 contains 27325 members 
Mstep: Class 11 contains 19279 members 
Mstep: Class 12 contains 16830 members 
Mstep: Class 13 contains 57577 members 
Mstep: Class 14 contains 158875 members 
Mstep: Class 15 contains 223267 members 
Mstep: Class 16 contains 79018 members 
Mstep: Class 17 contains 52474 members 
Mstep: Class 18 contains 8991 members 
Mstep: Class 19 contains 15751 members 
Mstep: Class 20 contains 11933 members 
Mstep: Class 21 contains 178582 members 
Mstep: Class 22 contains 24592 members 
Mstep: Class 23 contains 50077 members 
Mstep: Class 24 contains 82596 members 
Mstep: Class 25 contains 24677 members 
Mstep: Class 26 contains 9896 members 
Mstep: Class 27 contains 307737 members 
Mstep: Class 28 contains 230331 members 
Mstep: Class 29 contains 1095 members 
Mstep: Class 30 contains 15945 members 
Mstep: Class 31 contains 8940 members 
Mstep: Class 32 contains 83564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235306896.000000 Penalty: 115101.585938
Iteration 57Q: 33 clusters Score -2.353069e+08 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 1360 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 7490 members 
Mstep: Class 3 contains 15943 members 
Mstep: Class 4 contains 6146 members 
Mstep: Class 5 contains 41985 members 
Mstep: Class 6 contains 6468 members 
Mstep: Class 7 contains 6935 members 
Mstep: Class 8 contains 199977 members 
Mstep: Class 9 contains 1400 members 
Mstep: Class 10 contains 27377 members 
Mstep: Class 11 contains 18992 members 
Mstep: Class 12 contains 16847 members 
Mstep: Class 13 contains 57415 members 
Mstep: Class 14 contains 158767 members 
Mstep: Class 15 contains 223383 members 
Mstep: Class 16 contains 79818 members 
Mstep: Class 17 contains 52183 members 
Mstep: Class 18 contains 8987 members 
Mstep: Class 19 contains 15769 members 
Mstep: Class 20 contains 11963 members 
Mstep: Class 21 contains 178417 members 
Mstep: Class 22 contains 25052 members 
Mstep: Class 23 contains 49199 members 
Mstep: Class 24 contains 82588 members 
Mstep: Class 25 contains 24510 members 
Mstep: Class 26 contains 10147 members 
Mstep: Class 27 contains 308427 members 
Mstep: Class 28 contains 229878 members 
Mstep: Class 29 contains 1097 members 
Mstep: Class 30 contains 15965 members 
Mstep: Class 31 contains 8944 members 
Mstep: Class 32 contains 83615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235306944.000000 Penalty: 115101.585938
Iteration 58Q: 33 clusters Score -2.353069e+08 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 1360 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 7534 members 
Mstep: Class 3 contains 15878 members 
Mstep: Class 4 contains 6187 members 
Mstep: Class 5 contains 42036 members 
Mstep: Class 6 contains 6438 members 
Mstep: Class 7 contains 6968 members 
Mstep: Class 8 contains 199828 members 
Mstep: Class 9 contains 1399 members 
Mstep: Class 10 contains 27438 members 
Mstep: Class 11 contains 18750 members 
Mstep: Class 12 contains 16857 members 
Mstep: Class 13 contains 57295 members 
Mstep: Class 14 contains 158675 members 
Mstep: Class 15 contains 223628 members 
Mstep: Class 16 contains 80554 members 
Mstep: Class 17 contains 51900 members 
Mstep: Class 18 contains 8985 members 
Mstep: Class 19 contains 15776 members 
Mstep: Class 20 contains 11983 members 
Mstep: Class 21 contains 178272 members 
Mstep: Class 22 contains 25502 members 
Mstep: Class 23 contains 48415 members 
Mstep: Class 24 contains 82573 members 
Mstep: Class 25 contains 24392 members 
Mstep: Class 26 contains 10377 members 
Mstep: Class 27 contains 309020 members 
Mstep: Class 28 contains 229317 members 
Mstep: Class 29 contains 1097 members 
Mstep: Class 30 contains 15987 members 
Mstep: Class 31 contains 8952 members 
Mstep: Class 32 contains 83655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235307904.000000 Penalty: 115101.585938
Iteration 59Q: 33 clusters Score -2.353079e+08 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 1360 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 7585 members 
Mstep: Class 3 contains 15808 members 
Mstep: Class 4 contains 6224 members 
Mstep: Class 5 contains 42100 members 
Mstep: Class 6 contains 6417 members 
Mstep: Class 7 contains 7002 members 
Mstep: Class 8 contains 199664 members 
Mstep: Class 9 contains 1399 members 
Mstep: Class 10 contains 27479 members 
Mstep: Class 11 contains 18534 members 
Mstep: Class 12 contains 16868 members 
Mstep: Class 13 contains 57166 members 
Mstep: Class 14 contains 158606 members 
Mstep: Class 15 contains 223988 members 
Mstep: Class 16 contains 81264 members 
Mstep: Class 17 contains 51604 members 
Mstep: Class 18 contains 8995 members 
Mstep: Class 19 contains 15786 members 
Mstep: Class 20 contains 11994 members 
Mstep: Class 21 contains 178155 members 
Mstep: Class 22 contains 25949 members 
Mstep: Class 23 contains 47692 members 
Mstep: Class 24 contains 82581 members 
Mstep: Class 25 contains 24305 members 
Mstep: Class 26 contains 10585 members 
Mstep: Class 27 contains 309572 members 
Mstep: Class 28 contains 228601 members 
Mstep: Class 29 contains 1096 members 
Mstep: Class 30 contains 16004 members 
Mstep: Class 31 contains 8947 members 
Mstep: Class 32 contains 83700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235380800.000000 Penalty: 115101.585938
Iteration 60F: 33 clusters Score -2.353808e+08 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 287 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 7648 members 
Mstep: Class 3 contains 15750 members 
Mstep: Class 4 contains 6244 members 
Mstep: Class 5 contains 42138 members 
Mstep: Class 6 contains 6393 members 
Mstep: Class 7 contains 7033 members 
Mstep: Class 8 contains 199475 members 
Mstep: Class 9 contains 2475 members 
Mstep: Class 10 contains 27536 members 
Mstep: Class 11 contains 18331 members 
Mstep: Class 12 contains 16882 members 
Mstep: Class 13 contains 57059 members 
Mstep: Class 14 contains 158542 members 
Mstep: Class 15 contains 224345 members 
Mstep: Class 16 contains 81970 members 
Mstep: Class 17 contains 51330 members 
Mstep: Class 18 contains 9001 members 
Mstep: Class 19 contains 15793 members 
Mstep: Class 20 contains 12007 members 
Mstep: Class 21 contains 178064 members 
Mstep: Class 22 contains 26350 members 
Mstep: Class 23 contains 47040 members 
Mstep: Class 24 contains 82600 members 
Mstep: Class 25 contains 24247 members 
Mstep: Class 26 contains 10751 members 
Mstep: Class 27 contains 310089 members 
Mstep: Class 28 contains 227805 members 
Mstep: Class 29 contains 1110 members 
Mstep: Class 30 contains 16016 members 
Mstep: Class 31 contains 8952 members 
Mstep: Class 32 contains 83748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235401904.000000 Penalty: 115101.585938
Iteration 61Q: 33 clusters Score -2.354019e+08 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 260 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 7722 members 
Mstep: Class 3 contains 15670 members 
Mstep: Class 4 contains 6267 members 
Mstep: Class 5 contains 42173 members 
Mstep: Class 6 contains 6374 members 
Mstep: Class 7 contains 7059 members 
Mstep: Class 8 contains 199282 members 
Mstep: Class 9 contains 2490 members 
Mstep: Class 10 contains 27602 members 
Mstep: Class 11 contains 18160 members 
Mstep: Class 12 contains 16879 members 
Mstep: Class 13 contains 56956 members 
Mstep: Class 14 contains 158495 members 
Mstep: Class 15 contains 224784 members 
Mstep: Class 16 contains 82665 members 
Mstep: Class 17 contains 51114 members 
Mstep: Class 18 contains 9011 members 
Mstep: Class 19 contains 15797 members 
Mstep: Class 20 contains 12019 members 
Mstep: Class 21 contains 178000 members 
Mstep: Class 22 contains 26720 members 
Mstep: Class 23 contains 46410 members 
Mstep: Class 24 contains 82608 members 
Mstep: Class 25 contains 24199 members 
Mstep: Class 26 contains 10911 members 
Mstep: Class 27 contains 310597 members 
Mstep: Class 28 contains 226909 members 
Mstep: Class 29 contains 1107 members 
Mstep: Class 30 contains 16038 members 
Mstep: Class 31 contains 8953 members 
Mstep: Class 32 contains 83780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235403200.000000 Penalty: 115101.585938
Iteration 62Q: 33 clusters Score -2.354032e+08 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 260 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 7814 members 
Mstep: Class 3 contains 15610 members 
Mstep: Class 4 contains 6300 members 
Mstep: Class 5 contains 42201 members 
Mstep: Class 6 contains 6356 members 
Mstep: Class 7 contains 7083 members 
Mstep: Class 8 contains 199073 members 
Mstep: Class 9 contains 2491 members 
Mstep: Class 10 contains 27657 members 
Mstep: Class 11 contains 18031 members 
Mstep: Class 12 contains 16886 members 
Mstep: Class 13 contains 56866 members 
Mstep: Class 14 contains 158452 members 
Mstep: Class 15 contains 225278 members 
Mstep: Class 16 contains 83335 members 
Mstep: Class 17 contains 50902 members 
Mstep: Class 18 contains 9026 members 
Mstep: Class 19 contains 15796 members 
Mstep: Class 20 contains 12031 members 
Mstep: Class 21 contains 177921 members 
Mstep: Class 22 contains 27033 members 
Mstep: Class 23 contains 45773 members 
Mstep: Class 24 contains 82625 members 
Mstep: Class 25 contains 24167 members 
Mstep: Class 26 contains 11051 members 
Mstep: Class 27 contains 311127 members 
Mstep: Class 28 contains 225933 members 
Mstep: Class 29 contains 1100 members 
Mstep: Class 30 contains 16045 members 
Mstep: Class 31 contains 8959 members 
Mstep: Class 32 contains 83817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235403232.000000 Penalty: 115101.585938
Iteration 63Q: 33 clusters Score -2.354032e+08 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 260 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 7909 members 
Mstep: Class 3 contains 15547 members 
Mstep: Class 4 contains 6333 members 
Mstep: Class 5 contains 42228 members 
Mstep: Class 6 contains 6338 members 
Mstep: Class 7 contains 7113 members 
Mstep: Class 8 contains 198852 members 
Mstep: Class 9 contains 2490 members 
Mstep: Class 10 contains 27690 members 
Mstep: Class 11 contains 17921 members 
Mstep: Class 12 contains 16903 members 
Mstep: Class 13 contains 56799 members 
Mstep: Class 14 contains 158404 members 
Mstep: Class 15 contains 225821 members 
Mstep: Class 16 contains 83979 members 
Mstep: Class 17 contains 50720 members 
Mstep: Class 18 contains 9025 members 
Mstep: Class 19 contains 15794 members 
Mstep: Class 20 contains 12057 members 
Mstep: Class 21 contains 177843 members 
Mstep: Class 22 contains 27307 members 
Mstep: Class 23 contains 45207 members 
Mstep: Class 24 contains 82640 members 
Mstep: Class 25 contains 24151 members 
Mstep: Class 26 contains 11153 members 
Mstep: Class 27 contains 311614 members 
Mstep: Class 28 contains 224922 members 
Mstep: Class 29 contains 1106 members 
Mstep: Class 30 contains 16060 members 
Mstep: Class 31 contains 8962 members 
Mstep: Class 32 contains 83851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235402992.000000 Penalty: 115101.585938
Iteration 64Q: 33 clusters Score -2.35403e+08 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 260 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 8012 members 
Mstep: Class 3 contains 15499 members 
Mstep: Class 4 contains 6378 members 
Mstep: Class 5 contains 42251 members 
Mstep: Class 6 contains 6327 members 
Mstep: Class 7 contains 7129 members 
Mstep: Class 8 contains 198673 members 
Mstep: Class 9 contains 2490 members 
Mstep: Class 10 contains 27726 members 
Mstep: Class 11 contains 17844 members 
Mstep: Class 12 contains 16916 members 
Mstep: Class 13 contains 56729 members 
Mstep: Class 14 contains 158358 members 
Mstep: Class 15 contains 226458 members 
Mstep: Class 16 contains 84601 members 
Mstep: Class 17 contains 50543 members 
Mstep: Class 18 contains 9032 members 
Mstep: Class 19 contains 15794 members 
Mstep: Class 20 contains 12069 members 
Mstep: Class 21 contains 177766 members 
Mstep: Class 22 contains 27557 members 
Mstep: Class 23 contains 44651 members 
Mstep: Class 24 contains 82647 members 
Mstep: Class 25 contains 24141 members 
Mstep: Class 26 contains 11245 members 
Mstep: Class 27 contains 312077 members 
Mstep: Class 28 contains 223815 members 
Mstep: Class 29 contains 1113 members 
Mstep: Class 30 contains 16062 members 
Mstep: Class 31 contains 8964 members 
Mstep: Class 32 contains 83871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235403344.000000 Penalty: 115101.585938
Iteration 65Q: 33 clusters Score -2.354033e+08 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 260 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 8128 members 
Mstep: Class 3 contains 15456 members 
Mstep: Class 4 contains 6425 members 
Mstep: Class 5 contains 42266 members 
Mstep: Class 6 contains 6322 members 
Mstep: Class 7 contains 7142 members 
Mstep: Class 8 contains 198489 members 
Mstep: Class 9 contains 2490 members 
Mstep: Class 10 contains 27757 members 
Mstep: Class 11 contains 17783 members 
Mstep: Class 12 contains 16929 members 
Mstep: Class 13 contains 56670 members 
Mstep: Class 14 contains 158307 members 
Mstep: Class 15 contains 227109 members 
Mstep: Class 16 contains 85192 members 
Mstep: Class 17 contains 50348 members 
Mstep: Class 18 contains 9043 members 
Mstep: Class 19 contains 15793 members 
Mstep: Class 20 contains 12078 members 
Mstep: Class 21 contains 177697 members 
Mstep: Class 22 contains 27769 members 
Mstep: Class 23 contains 44120 members 
Mstep: Class 24 contains 82649 members 
Mstep: Class 25 contains 24137 members 
Mstep: Class 26 contains 11339 members 
Mstep: Class 27 contains 312549 members 
Mstep: Class 28 contains 222723 members 
Mstep: Class 29 contains 1119 members 
Mstep: Class 30 contains 16068 members 
Mstep: Class 31 contains 8964 members 
Mstep: Class 32 contains 83881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235404224.000000 Penalty: 115101.585938
Iteration 66Q: 33 clusters Score -2.354042e+08 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 260 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 8250 members 
Mstep: Class 3 contains 15412 members 
Mstep: Class 4 contains 6464 members 
Mstep: Class 5 contains 42258 members 
Mstep: Class 6 contains 6309 members 
Mstep: Class 7 contains 7154 members 
Mstep: Class 8 contains 198300 members 
Mstep: Class 9 contains 2487 members 
Mstep: Class 10 contains 27779 members 
Mstep: Class 11 contains 17733 members 
Mstep: Class 12 contains 16948 members 
Mstep: Class 13 contains 56624 members 
Mstep: Class 14 contains 158259 members 
Mstep: Class 15 contains 227894 members 
Mstep: Class 16 contains 85755 members 
Mstep: Class 17 contains 50240 members 
Mstep: Class 18 contains 9038 members 
Mstep: Class 19 contains 15795 members 
Mstep: Class 20 contains 12096 members 
Mstep: Class 21 contains 177622 members 
Mstep: Class 22 contains 27933 members 
Mstep: Class 23 contains 43623 members 
Mstep: Class 24 contains 82652 members 
Mstep: Class 25 contains 24130 members 
Mstep: Class 26 contains 11422 members 
Mstep: Class 27 contains 312981 members 
Mstep: Class 28 contains 221513 members 
Mstep: Class 29 contains 1122 members 
Mstep: Class 30 contains 16088 members 
Mstep: Class 31 contains 8965 members 
Mstep: Class 32 contains 83892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235404672.000000 Penalty: 115101.585938
Iteration 67Q: 33 clusters Score -2.354047e+08 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 260 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 8406 members 
Mstep: Class 3 contains 15366 members 
Mstep: Class 4 contains 6512 members 
Mstep: Class 5 contains 42247 members 
Mstep: Class 6 contains 6301 members 
Mstep: Class 7 contains 7162 members 
Mstep: Class 8 contains 198139 members 
Mstep: Class 9 contains 2487 members 
Mstep: Class 10 contains 27802 members 
Mstep: Class 11 contains 17714 members 
Mstep: Class 12 contains 16954 members 
Mstep: Class 13 contains 56580 members 
Mstep: Class 14 contains 158211 members 
Mstep: Class 15 contains 228662 members 
Mstep: Class 16 contains 86282 members 
Mstep: Class 17 contains 50114 members 
Mstep: Class 18 contains 9038 members 
Mstep: Class 19 contains 15799 members 
Mstep: Class 20 contains 12115 members 
Mstep: Class 21 contains 177518 members 
Mstep: Class 22 contains 28066 members 
Mstep: Class 23 contains 43165 members 
Mstep: Class 24 contains 82659 members 
Mstep: Class 25 contains 24121 members 
Mstep: Class 26 contains 11512 members 
Mstep: Class 27 contains 313397 members 
Mstep: Class 28 contains 220311 members 
Mstep: Class 29 contains 1120 members 
Mstep: Class 30 contains 16104 members 
Mstep: Class 31 contains 8965 members 
Mstep: Class 32 contains 83903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235404720.000000 Penalty: 115101.585938
Iteration 68Q: 33 clusters Score -2.354047e+08 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 260 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 8585 members 
Mstep: Class 3 contains 15327 members 
Mstep: Class 4 contains 6531 members 
Mstep: Class 5 contains 42245 members 
Mstep: Class 6 contains 6290 members 
Mstep: Class 7 contains 7168 members 
Mstep: Class 8 contains 197949 members 
Mstep: Class 9 contains 2486 members 
Mstep: Class 10 contains 27821 members 
Mstep: Class 11 contains 17694 members 
Mstep: Class 12 contains 16964 members 
Mstep: Class 13 contains 56544 members 
Mstep: Class 14 contains 158182 members 
Mstep: Class 15 contains 229451 members 
Mstep: Class 16 contains 86750 members 
Mstep: Class 17 contains 50030 members 
Mstep: Class 18 contains 9037 members 
Mstep: Class 19 contains 15796 members 
Mstep: Class 20 contains 12125 members 
Mstep: Class 21 contains 177422 members 
Mstep: Class 22 contains 28166 members 
Mstep: Class 23 contains 42690 members 
Mstep: Class 24 contains 82661 members 
Mstep: Class 25 contains 24114 members 
Mstep: Class 26 contains 11618 members 
Mstep: Class 27 contains 313854 members 
Mstep: Class 28 contains 219108 members 
Mstep: Class 29 contains 1122 members 
Mstep: Class 30 contains 16111 members 
Mstep: Class 31 contains 8966 members 
Mstep: Class 32 contains 83920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235405488.000000 Penalty: 115101.585938
Iteration 69Q: 33 clusters Score -2.354055e+08 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 260 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 8777 members 
Mstep: Class 3 contains 15300 members 
Mstep: Class 4 contains 6565 members 
Mstep: Class 5 contains 42247 members 
Mstep: Class 6 contains 6276 members 
Mstep: Class 7 contains 7178 members 
Mstep: Class 8 contains 197802 members 
Mstep: Class 9 contains 2486 members 
Mstep: Class 10 contains 27843 members 
Mstep: Class 11 contains 17687 members 
Mstep: Class 12 contains 16968 members 
Mstep: Class 13 contains 56503 members 
Mstep: Class 14 contains 158137 members 
Mstep: Class 15 contains 230271 members 
Mstep: Class 16 contains 87152 members 
Mstep: Class 17 contains 49937 members 
Mstep: Class 18 contains 9039 members 
Mstep: Class 19 contains 15795 members 
Mstep: Class 20 contains 12134 members 
Mstep: Class 21 contains 177312 members 
Mstep: Class 22 contains 28252 members 
Mstep: Class 23 contains 42236 members 
Mstep: Class 24 contains 82661 members 
Mstep: Class 25 contains 24105 members 
Mstep: Class 26 contains 11702 members 
Mstep: Class 27 contains 314298 members 
Mstep: Class 28 contains 217912 members 
Mstep: Class 29 contains 1123 members 
Mstep: Class 30 contains 16110 members 
Mstep: Class 31 contains 8966 members 
Mstep: Class 32 contains 83937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235406320.000000 Penalty: 115101.585938
Iteration 70Q: 33 clusters Score -2.354063e+08 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 260 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 8997 members 
Mstep: Class 3 contains 15270 members 
Mstep: Class 4 contains 6583 members 
Mstep: Class 5 contains 42257 members 
Mstep: Class 6 contains 6264 members 
Mstep: Class 7 contains 7182 members 
Mstep: Class 8 contains 197619 members 
Mstep: Class 9 contains 2485 members 
Mstep: Class 10 contains 27863 members 
Mstep: Class 11 contains 17683 members 
Mstep: Class 12 contains 16975 members 
Mstep: Class 13 contains 56466 members 
Mstep: Class 14 contains 158104 members 
Mstep: Class 15 contains 231133 members 
Mstep: Class 16 contains 87570 members 
Mstep: Class 17 contains 49787 members 
Mstep: Class 18 contains 9044 members 
Mstep: Class 19 contains 15775 members 
Mstep: Class 20 contains 12147 members 
Mstep: Class 21 contains 177201 members 
Mstep: Class 22 contains 28357 members 
Mstep: Class 23 contains 41804 members 
Mstep: Class 24 contains 82670 members 
Mstep: Class 25 contains 24107 members 
Mstep: Class 26 contains 11769 members 
Mstep: Class 27 contains 314715 members 
Mstep: Class 28 contains 216711 members 
Mstep: Class 29 contains 1124 members 
Mstep: Class 30 contains 16119 members 
Mstep: Class 31 contains 8971 members 
Mstep: Class 32 contains 83955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235406256.000000 Penalty: 115101.585938
Iteration 71Q: 33 clusters Score -2.354063e+08 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 260 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 9320 members 
Mstep: Class 3 contains 15242 members 
Mstep: Class 4 contains 6591 members 
Mstep: Class 5 contains 42245 members 
Mstep: Class 6 contains 6254 members 
Mstep: Class 7 contains 7189 members 
Mstep: Class 8 contains 197485 members 
Mstep: Class 9 contains 2485 members 
Mstep: Class 10 contains 27881 members 
Mstep: Class 11 contains 17673 members 
Mstep: Class 12 contains 16986 members 
Mstep: Class 13 contains 56413 members 
Mstep: Class 14 contains 158081 members 
Mstep: Class 15 contains 231986 members 
Mstep: Class 16 contains 87984 members 
Mstep: Class 17 contains 49585 members 
Mstep: Class 18 contains 9050 members 
Mstep: Class 19 contains 15770 members 
Mstep: Class 20 contains 12156 members 
Mstep: Class 21 contains 177104 members 
Mstep: Class 22 contains 28430 members 
Mstep: Class 23 contains 41395 members 
Mstep: Class 24 contains 82658 members 
Mstep: Class 25 contains 24101 members 
Mstep: Class 26 contains 11854 members 
Mstep: Class 27 contains 315123 members 
Mstep: Class 28 contains 215460 members 
Mstep: Class 29 contains 1123 members 
Mstep: Class 30 contains 16124 members 
Mstep: Class 31 contains 8972 members 
Mstep: Class 32 contains 83976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235406912.000000 Penalty: 115101.585938
Iteration 72Q: 33 clusters Score -2.354069e+08 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 260 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 9671 members 
Mstep: Class 3 contains 15215 members 
Mstep: Class 4 contains 6591 members 
Mstep: Class 5 contains 42252 members 
Mstep: Class 6 contains 6241 members 
Mstep: Class 7 contains 7190 members 
Mstep: Class 8 contains 197361 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 27903 members 
Mstep: Class 11 contains 17668 members 
Mstep: Class 12 contains 16991 members 
Mstep: Class 13 contains 56378 members 
Mstep: Class 14 contains 158050 members 
Mstep: Class 15 contains 232802 members 
Mstep: Class 16 contains 88368 members 
Mstep: Class 17 contains 49392 members 
Mstep: Class 18 contains 9052 members 
Mstep: Class 19 contains 15767 members 
Mstep: Class 20 contains 12158 members 
Mstep: Class 21 contains 177001 members 
Mstep: Class 22 contains 28488 members 
Mstep: Class 23 contains 41020 members 
Mstep: Class 24 contains 82669 members 
Mstep: Class 25 contains 24087 members 
Mstep: Class 26 contains 11940 members 
Mstep: Class 27 contains 315509 members 
Mstep: Class 28 contains 214214 members 
Mstep: Class 29 contains 1125 members 
Mstep: Class 30 contains 16121 members 
Mstep: Class 31 contains 8975 members 
Mstep: Class 32 contains 84005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235408464.000000 Penalty: 115101.585938
Iteration 73Q: 33 clusters Score -2.354085e+08 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 260 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 10041 members 
Mstep: Class 3 contains 15180 members 
Mstep: Class 4 contains 6600 members 
Mstep: Class 5 contains 42248 members 
Mstep: Class 6 contains 6235 members 
Mstep: Class 7 contains 7186 members 
Mstep: Class 8 contains 197252 members 
Mstep: Class 9 contains 2484 members 
Mstep: Class 10 contains 27917 members 
Mstep: Class 11 contains 17665 members 
Mstep: Class 12 contains 17004 members 
Mstep: Class 13 contains 56345 members 
Mstep: Class 14 contains 158013 members 
Mstep: Class 15 contains 233496 members 
Mstep: Class 16 contains 88724 members 
Mstep: Class 17 contains 49210 members 
Mstep: Class 18 contains 9046 members 
Mstep: Class 19 contains 15760 members 
Mstep: Class 20 contains 12159 members 
Mstep: Class 21 contains 176915 members 
Mstep: Class 22 contains 28548 members 
Mstep: Class 23 contains 40652 members 
Mstep: Class 24 contains 82673 members 
Mstep: Class 25 contains 24076 members 
Mstep: Class 26 contains 12015 members 
Mstep: Class 27 contains 315900 members 
Mstep: Class 28 contains 213087 members 
Mstep: Class 29 contains 1123 members 
Mstep: Class 30 contains 16130 members 
Mstep: Class 31 contains 8977 members 
Mstep: Class 32 contains 84024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235409216.000000 Penalty: 115101.585938
Iteration 74Q: 33 clusters Score -2.354092e+08 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 260 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 10411 members 
Mstep: Class 3 contains 15153 members 
Mstep: Class 4 contains 6627 members 
Mstep: Class 5 contains 42241 members 
Mstep: Class 6 contains 6230 members 
Mstep: Class 7 contains 7183 members 
Mstep: Class 8 contains 197160 members 
Mstep: Class 9 contains 2486 members 
Mstep: Class 10 contains 27923 members 
Mstep: Class 11 contains 17664 members 
Mstep: Class 12 contains 17009 members 
Mstep: Class 13 contains 56311 members 
Mstep: Class 14 contains 157986 members 
Mstep: Class 15 contains 234103 members 
Mstep: Class 16 contains 89076 members 
Mstep: Class 17 contains 49010 members 
Mstep: Class 18 contains 9042 members 
Mstep: Class 19 contains 15754 members 
Mstep: Class 20 contains 12159 members 
Mstep: Class 21 contains 176808 members 
Mstep: Class 22 contains 28602 members 
Mstep: Class 23 contains 40247 members 
Mstep: Class 24 contains 82668 members 
Mstep: Class 25 contains 24066 members 
Mstep: Class 26 contains 12093 members 
Mstep: Class 27 contains 316332 members 
Mstep: Class 28 contains 212057 members 
Mstep: Class 29 contains 1124 members 
Mstep: Class 30 contains 16137 members 
Mstep: Class 31 contains 8977 members 
Mstep: Class 32 contains 84039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235409888.000000 Penalty: 115101.585938
Iteration 75Q: 33 clusters Score -2.354099e+08 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 260 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 10727 members 
Mstep: Class 3 contains 15126 members 
Mstep: Class 4 contains 6661 members 
Mstep: Class 5 contains 42242 members 
Mstep: Class 6 contains 6224 members 
Mstep: Class 7 contains 7180 members 
Mstep: Class 8 contains 197036 members 
Mstep: Class 9 contains 2487 members 
Mstep: Class 10 contains 27932 members 
Mstep: Class 11 contains 17657 members 
Mstep: Class 12 contains 17020 members 
Mstep: Class 13 contains 56271 members 
Mstep: Class 14 contains 157959 members 
Mstep: Class 15 contains 234717 members 
Mstep: Class 16 contains 89385 members 
Mstep: Class 17 contains 48845 members 
Mstep: Class 18 contains 9044 members 
Mstep: Class 19 contains 15748 members 
Mstep: Class 20 contains 12166 members 
Mstep: Class 21 contains 176751 members 
Mstep: Class 22 contains 28630 members 
Mstep: Class 23 contains 39889 members 
Mstep: Class 24 contains 82669 members 
Mstep: Class 25 contains 24061 members 
Mstep: Class 26 contains 12158 members 
Mstep: Class 27 contains 316770 members 
Mstep: Class 28 contains 211032 members 
Mstep: Class 29 contains 1118 members 
Mstep: Class 30 contains 16141 members 
Mstep: Class 31 contains 8971 members 
Mstep: Class 32 contains 84046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235409856.000000 Penalty: 115101.585938
Iteration 76Q: 33 clusters Score -2.354099e+08 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 260 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 11024 members 
Mstep: Class 3 contains 15106 members 
Mstep: Class 4 contains 6699 members 
Mstep: Class 5 contains 42254 members 
Mstep: Class 6 contains 6219 members 
Mstep: Class 7 contains 7173 members 
Mstep: Class 8 contains 196929 members 
Mstep: Class 9 contains 2487 members 
Mstep: Class 10 contains 27948 members 
Mstep: Class 11 contains 17644 members 
Mstep: Class 12 contains 17020 members 
Mstep: Class 13 contains 56238 members 
Mstep: Class 14 contains 157921 members 
Mstep: Class 15 contains 235265 members 
Mstep: Class 16 contains 89659 members 
Mstep: Class 17 contains 48685 members 
Mstep: Class 18 contains 9043 members 
Mstep: Class 19 contains 15736 members 
Mstep: Class 20 contains 12167 members 
Mstep: Class 21 contains 176709 members 
Mstep: Class 22 contains 28658 members 
Mstep: Class 23 contains 39524 members 
Mstep: Class 24 contains 82679 members 
Mstep: Class 25 contains 24055 members 
Mstep: Class 26 contains 12239 members 
Mstep: Class 27 contains 317208 members 
Mstep: Class 28 contains 210074 members 
Mstep: Class 29 contains 1112 members 
Mstep: Class 30 contains 16156 members 
Mstep: Class 31 contains 8969 members 
Mstep: Class 32 contains 84053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235409920.000000 Penalty: 115101.585938
Iteration 77Q: 33 clusters Score -2.354099e+08 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 260 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 11330 members 
Mstep: Class 3 contains 15083 members 
Mstep: Class 4 contains 6716 members 
Mstep: Class 5 contains 42276 members 
Mstep: Class 6 contains 6210 members 
Mstep: Class 7 contains 7176 members 
Mstep: Class 8 contains 196829 members 
Mstep: Class 9 contains 2487 members 
Mstep: Class 10 contains 27965 members 
Mstep: Class 11 contains 17633 members 
Mstep: Class 12 contains 17027 members 
Mstep: Class 13 contains 56208 members 
Mstep: Class 14 contains 157890 members 
Mstep: Class 15 contains 235758 members 
Mstep: Class 16 contains 89910 members 
Mstep: Class 17 contains 48549 members 
Mstep: Class 18 contains 9048 members 
Mstep: Class 19 contains 15724 members 
Mstep: Class 20 contains 12167 members 
Mstep: Class 21 contains 176650 members 
Mstep: Class 22 contains 28678 members 
Mstep: Class 23 contains 39155 members 
Mstep: Class 24 contains 82677 members 
Mstep: Class 25 contains 24049 members 
Mstep: Class 26 contains 12318 members 
Mstep: Class 27 contains 317638 members 
Mstep: Class 28 contains 209196 members 
Mstep: Class 29 contains 1108 members 
Mstep: Class 30 contains 16168 members 
Mstep: Class 31 contains 8962 members 
Mstep: Class 32 contains 84056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235410752.000000 Penalty: 115101.585938
Iteration 78Q: 33 clusters Score -2.354108e+08 nChanged 4004
Entering ConstructFrom: 
Score: -235410752.000000 Penalty: 115101.585938
Entering ConstructFrom: 
Trying to split cluster 1 (13268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Entering Unmasked Estep 
Score: -1571067.875000 Penalty: 2354.291504
	Iteration 0F: 2 clusters Score -1571068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1561497.625000 Penalty: 4708.583008
	Iteration 0F: 3 clusters Score -1561498 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1564476.375000 Penalty: 4708.583008
	Iteration 1F: 3 clusters Score -1564476 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1565106.500000 Penalty: 4708.583008
	Iteration 2F: 3 clusters Score -1565106 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1565952.125000 Penalty: 4708.583008
	Iteration 3F: 3 clusters Score -1565952 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1566920.500000 Penalty: 4708.583008
	Iteration 4F: 3 clusters Score -1566920 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1567791.500000 Penalty: 4708.583008
	Iteration 5F: 3 clusters Score -1567792 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1568449.875000 Penalty: 4708.583008
	Iteration 6F: 3 clusters Score -1568450 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1568824.500000 Penalty: 4708.583008
	Iteration 7Q: 3 clusters Score -1568824 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1569031.875000 Penalty: 4708.583008
	Iteration 8Q: 3 clusters Score -1569032 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1569138.875000 Penalty: 4708.583008
	Iteration 9Q: 3 clusters Score -1569139 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1569203.375000 Penalty: 4708.583008
	Iteration 10Q: 3 clusters Score -1569203 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1569234.750000 Penalty: 4708.583008
	Iteration 11Q: 3 clusters Score -1569235 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1569263.375000 Penalty: 4708.583008
	Iteration 12Q: 3 clusters Score -1569263 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1569291.500000 Penalty: 4708.583008
	Iteration 13Q: 3 clusters Score -1569292 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1569308.625000 Penalty: 4708.583008
	Iteration 14Q: 3 clusters Score -1569309 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1569326.625000 Penalty: 4708.583008
	Iteration 15Q: 3 clusters Score -1569327 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1569338.750000 Penalty: 4708.583008
	Iteration 16Q: 3 clusters Score -1569339 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1569343.625000 Penalty: 4708.583008
	Iteration 17Q: 3 clusters Score -1569344 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1569352.375000 Penalty: 4708.583008
	Iteration 18Q: 3 clusters Score -1569352 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1569359.250000 Penalty: 4708.583008
	Iteration 19Q: 3 clusters Score -1569359 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1569361.875000 Penalty: 4708.583008
	Iteration 20F: 3 clusters Score -1569362 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1569372.000000 Penalty: 4708.583008
	Iteration 21Q: 3 clusters Score -1569372 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1569382.375000 Penalty: 4708.583008
	Iteration 22Q: 3 clusters Score -1569382 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1569386.375000 Penalty: 4708.583008
	Iteration 23Q: 3 clusters Score -1569386 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1569391.125000 Penalty: 4708.583008
	Iteration 24Q: 3 clusters Score -1569391 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1569392.500000 Penalty: 4708.583008
	Iteration 25Q: 3 clusters Score -1569392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1569392.250000 Penalty: 4708.583008
	Iteration 26Q: 3 clusters Score -1569392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1569402.500000 Penalty: 4708.583008
	Iteration 27Q: 3 clusters Score -1569402 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1569406.375000 Penalty: 4708.583008
	Iteration 28Q: 3 clusters Score -1569406 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1569407.000000 Penalty: 4708.583008
	Iteration 29Q: 3 clusters Score -1569407 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1569415.375000 Penalty: 4708.583008
	Iteration 30Q: 3 clusters Score -1569415 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1569423.000000 Penalty: 4708.583008
	Iteration 31Q: 3 clusters Score -1569423 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1569432.000000 Penalty: 4708.583008
	Iteration 32Q: 3 clusters Score -1569432 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1569436.500000 Penalty: 4708.583008
	Iteration 33Q: 3 clusters Score -1569436 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1569448.000000 Penalty: 4708.583008
	Iteration 34Q: 3 clusters Score -1569448 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1569455.000000 Penalty: 4708.583008
	Iteration 35Q: 3 clusters Score -1569455 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1569463.375000 Penalty: 4708.583008
	Iteration 36Q: 3 clusters Score -1569463 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1569465.500000 Penalty: 4708.583008
	Iteration 37Q: 3 clusters Score -1569466 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1569473.500000 Penalty: 4708.583008
	Iteration 38Q: 3 clusters Score -1569474 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1569480.375000 Penalty: 4708.583008
	Iteration 39Q: 3 clusters Score -1569480 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1569488.000000 Penalty: 4708.583008
	Iteration 40F: 3 clusters Score -1569488 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1569497.250000 Penalty: 4708.583008
	Iteration 41Q: 3 clusters Score -1569497 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1569504.250000 Penalty: 4708.583008
	Iteration 42Q: 3 clusters Score -1569504 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1569510.250000 Penalty: 4708.583008
	Iteration 43Q: 3 clusters Score -1569510 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1569514.625000 Penalty: 4708.583008
	Iteration 44Q: 3 clusters Score -1569515 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1569525.125000 Penalty: 4708.583008
	Iteration 45Q: 3 clusters Score -1569525 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1569532.000000 Penalty: 4708.583008
	Iteration 46Q: 3 clusters Score -1569532 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1569536.375000 Penalty: 4708.583008
	Iteration 47Q: 3 clusters Score -1569536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1569541.625000 Penalty: 4708.583008
	Iteration 48Q: 3 clusters Score -1569542 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1569544.750000 Penalty: 4708.583008
	Iteration 49Q: 3 clusters Score -1569545 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1569550.500000 Penalty: 4708.583008
	Iteration 50Q: 3 clusters Score -1569550 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1569556.250000 Penalty: 4708.583008
	Iteration 51Q: 3 clusters Score -1569556 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1569562.750000 Penalty: 4708.583008
	Iteration 52Q: 3 clusters Score -1569563 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1569573.375000 Penalty: 4708.583008
	Iteration 53Q: 3 clusters Score -1569573 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1569577.750000 Penalty: 4708.583008
	Iteration 54Q: 3 clusters Score -1569578 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1569581.375000 Penalty: 4708.583008
	Iteration 55Q: 3 clusters Score -1569581 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1569585.000000 Penalty: 4708.583008
	Iteration 56Q: 3 clusters Score -1569585 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1569591.250000 Penalty: 4708.583008
	Iteration 57Q: 3 clusters Score -1569591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1569590.375000 Penalty: 4708.583008
	Iteration 58Q: 3 clusters Score -1569590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1569595.750000 Penalty: 4708.583008
	Iteration 59Q: 3 clusters Score -1569596 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1569597.750000 Penalty: 4708.583008
	Iteration 60F: 3 clusters Score -1569598 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1569604.875000 Penalty: 4708.583008
	Iteration 61Q: 3 clusters Score -1569605 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1569610.750000 Penalty: 4708.583008
	Iteration 62Q: 3 clusters Score -1569611 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1569613.500000 Penalty: 4708.583008
	Iteration 63Q: 3 clusters Score -1569614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1569614.500000 Penalty: 4708.583008
	Iteration 64Q: 3 clusters Score -1569614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1569616.875000 Penalty: 4708.583008
	Iteration 65Q: 3 clusters Score -1569617 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1569621.750000 Penalty: 4708.583008
	Iteration 66Q: 3 clusters Score -1569622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1569625.750000 Penalty: 4708.583008
	Iteration 67Q: 3 clusters Score -1569626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1569631.625000 Penalty: 4708.583008
	Iteration 68Q: 3 clusters Score -1569632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1569635.875000 Penalty: 4708.583008
	Iteration 69Q: 3 clusters Score -1569636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1569637.750000 Penalty: 4708.583008
	Iteration 70Q: 3 clusters Score -1569638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1569641.125000 Penalty: 4708.583008
	Iteration 71Q: 3 clusters Score -1569641 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1569643.500000 Penalty: 4708.583008
	Iteration 72Q: 3 clusters Score -1569644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1569647.250000 Penalty: 4708.583008
	Iteration 73Q: 3 clusters Score -1569647 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1569658.125000 Penalty: 4708.583008
	Iteration 74Q: 3 clusters Score -1569658 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1569663.375000 Penalty: 4708.583008
	Iteration 75Q: 3 clusters Score -1569663 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1569668.500000 Penalty: 4708.583008
	Iteration 76Q: 3 clusters Score -1569668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1569668.250000 Penalty: 4708.583008
	Iteration 77Q: 3 clusters Score -1569668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1569670.500000 Penalty: 4708.583008
	Iteration 78Q: 3 clusters Score -1569670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1569670.875000 Penalty: 4708.583008
	Iteration 79Q: 3 clusters Score -1569671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1569672.125000 Penalty: 4708.583008
	Iteration 80F: 3 clusters Score -1569672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1569673.625000 Penalty: 4708.583008
	Iteration 81Q: 3 clusters Score -1569674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1569674.000000 Penalty: 4708.583008
	Iteration 82Q: 3 clusters Score -1569674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1569675.125000 Penalty: 4708.583008
	Iteration 83Q: 3 clusters Score -1569675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1569675.375000 Penalty: 4708.583008
	Iteration 84Q: 3 clusters Score -1569675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1569675.750000 Penalty: 4708.583008
	Iteration 85Q: 3 clusters Score -1569676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1569675.000000 Penalty: 4708.583008
	Iteration 86Q: 3 clusters Score -1569675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1569675.875000 Penalty: 4708.583008
	Iteration 87Q: 3 clusters Score -1569676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1569676.250000 Penalty: 4708.583008
	Iteration 88Q: 3 clusters Score -1569676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1569675.750000 Penalty: 4708.583008
	Iteration 89Q: 3 clusters Score -1569676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1569677.250000 Penalty: 4708.583008
	Iteration 90Q: 3 clusters Score -1569677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1569681.875000 Penalty: 4708.583008
	Iteration 91Q: 3 clusters Score -1569682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1569686.000000 Penalty: 4708.583008
	Iteration 92Q: 3 clusters Score -1569686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1569688.750000 Penalty: 4708.583008
	Iteration 93Q: 3 clusters Score -1569689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1569688.125000 Penalty: 4708.583008
	Iteration 94Q: 3 clusters Score -1569688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1569691.750000 Penalty: 4708.583008
	Iteration 95Q: 3 clusters Score -1569692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1569694.000000 Penalty: 4708.583008
	Iteration 96Q: 3 clusters Score -1569694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1569697.875000 Penalty: 4708.583008
	Iteration 97Q: 3 clusters Score -1569698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1569698.750000 Penalty: 4708.583008
	Iteration 98Q: 3 clusters Score -1569699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1569698.875000 Penalty: 4708.583008
	Iteration 99Q: 3 clusters Score -1569699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1569702.250000 Penalty: 4708.583008
	Iteration 100F: 3 clusters Score -1569702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1569702.375000 Penalty: 4708.583008
	Iteration 101Q: 3 clusters Score -1569702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1569705.875000 Penalty: 4708.583008
	Iteration 102Q: 3 clusters Score -1569706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1569705.500000 Penalty: 4708.583008
	Iteration 103Q: 3 clusters Score -1569706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1569704.625000 Penalty: 4708.583008
	Iteration 104Q: 3 clusters Score -1569705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1569705.250000 Penalty: 4708.583008
	Iteration 105Q: 3 clusters Score -1569705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1569703.750000 Penalty: 4708.583008
	Iteration 106Q: 3 clusters Score -1569704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1569703.750000 Penalty: 4708.583008
	Iteration 107F: 3 clusters Score -1569704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Entering Unmasked Estep 
Score: -1345701.375000 Penalty: 2321.356934
	Iteration 0F: 2 clusters Score -1345701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1337014.875000 Penalty: 4642.713867
	Iteration 0F: 3 clusters Score -1337015 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1339712.625000 Penalty: 4642.713867
	Iteration 1F: 3 clusters Score -1339713 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1340193.000000 Penalty: 4642.713867
	Iteration 2F: 3 clusters Score -1340193 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1340651.750000 Penalty: 4642.713867
	Iteration 3F: 3 clusters Score -1340652 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1341148.875000 Penalty: 4642.713867
	Iteration 4F: 3 clusters Score -1341149 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1341704.250000 Penalty: 4642.713867
	Iteration 5F: 3 clusters Score -1341704 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1342265.000000 Penalty: 4642.713867
	Iteration 6F: 3 clusters Score -1342265 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1342783.750000 Penalty: 4642.713867
	Iteration 7F: 3 clusters Score -1342784 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1343193.750000 Penalty: 4642.713867
	Iteration 8Q: 3 clusters Score -1343194 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1343505.375000 Penalty: 4642.713867
	Iteration 9Q: 3 clusters Score -1343505 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1343704.250000 Penalty: 4642.713867
	Iteration 10Q: 3 clusters Score -1343704 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1343840.250000 Penalty: 4642.713867
	Iteration 11Q: 3 clusters Score -1343840 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1343911.875000 Penalty: 4642.713867
	Iteration 12Q: 3 clusters Score -1343912 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1343956.500000 Penalty: 4642.713867
	Iteration 13Q: 3 clusters Score -1343956 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1343989.000000 Penalty: 4642.713867
	Iteration 14Q: 3 clusters Score -1343989 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1344017.750000 Penalty: 4642.713867
	Iteration 15Q: 3 clusters Score -1344018 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1344036.500000 Penalty: 4642.713867
	Iteration 16Q: 3 clusters Score -1344036 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1344052.500000 Penalty: 4642.713867
	Iteration 17Q: 3 clusters Score -1344052 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1344066.375000 Penalty: 4642.713867
	Iteration 18Q: 3 clusters Score -1344066 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1344087.375000 Penalty: 4642.713867
	Iteration 19Q: 3 clusters Score -1344087 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1344110.250000 Penalty: 4642.713867
	Iteration 20F: 3 clusters Score -1344110 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1344122.125000 Penalty: 4642.713867
	Iteration 21Q: 3 clusters Score -1344122 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1344136.000000 Penalty: 4642.713867
	Iteration 22Q: 3 clusters Score -1344136 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1344143.125000 Penalty: 4642.713867
	Iteration 23Q: 3 clusters Score -1344143 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1344150.000000 Penalty: 4642.713867
	Iteration 24Q: 3 clusters Score -1344150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1344157.250000 Penalty: 4642.713867
	Iteration 25Q: 3 clusters Score -1344157 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1344162.750000 Penalty: 4642.713867
	Iteration 26Q: 3 clusters Score -1344163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1344166.125000 Penalty: 4642.713867
	Iteration 27Q: 3 clusters Score -1344166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1344164.625000 Penalty: 4642.713867
	Iteration 28Q: 3 clusters Score -1344165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1344166.375000 Penalty: 4642.713867
	Iteration 29Q: 3 clusters Score -1344166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1344168.750000 Penalty: 4642.713867
	Iteration 30Q: 3 clusters Score -1344169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1344171.875000 Penalty: 4642.713867
	Iteration 31Q: 3 clusters Score -1344172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1344173.250000 Penalty: 4642.713867
	Iteration 32Q: 3 clusters Score -1344173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1344173.875000 Penalty: 4642.713867
	Iteration 33Q: 3 clusters Score -1344174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1344181.500000 Penalty: 4642.713867
	Iteration 34Q: 3 clusters Score -1344182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1344181.375000 Penalty: 4642.713867
	Iteration 35Q: 3 clusters Score -1344181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1344181.125000 Penalty: 4642.713867
	Iteration 36Q: 3 clusters Score -1344181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1344181.625000 Penalty: 4642.713867
	Iteration 37Q: 3 clusters Score -1344182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1344182.875000 Penalty: 4642.713867
	Iteration 38Q: 3 clusters Score -1344183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1344183.125000 Penalty: 4642.713867
	Iteration 39Q: 3 clusters Score -1344183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1344183.125000 Penalty: 4642.713867
	Iteration 40F: 3 clusters Score -1344183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Entering Unmasked Estep 
Score: -1826653.750000 Penalty: 2385.709717
	Iteration 0F: 2 clusters Score -1826654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1815728.625000 Penalty: 4771.419434
	Iteration 0F: 3 clusters Score -1815729 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1819318.750000 Penalty: 4771.419434
	Iteration 1F: 3 clusters Score -1819319 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1819797.750000 Penalty: 4771.419434
	Iteration 2F: 3 clusters Score -1819798 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1820237.000000 Penalty: 4771.419434
	Iteration 3F: 3 clusters Score -1820237 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1820677.250000 Penalty: 4771.419434
	Iteration 4F: 3 clusters Score -1820677 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1821189.000000 Penalty: 4771.419434
	Iteration 5F: 3 clusters Score -1821189 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1821747.625000 Penalty: 4771.419434
	Iteration 6F: 3 clusters Score -1821748 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1822310.750000 Penalty: 4771.419434
	Iteration 7F: 3 clusters Score -1822311 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1822841.750000 Penalty: 4771.419434
	Iteration 8Q: 3 clusters Score -1822842 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1823359.750000 Penalty: 4771.419434
	Iteration 9Q: 3 clusters Score -1823360 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1823760.750000 Penalty: 4771.419434
	Iteration 10Q: 3 clusters Score -1823761 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1824089.625000 Penalty: 4771.419434
	Iteration 11Q: 3 clusters Score -1824090 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1824315.125000 Penalty: 4771.419434
	Iteration 12Q: 3 clusters Score -1824315 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1824468.875000 Penalty: 4771.419434
	Iteration 13Q: 3 clusters Score -1824469 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1824569.000000 Penalty: 4771.419434
	Iteration 14Q: 3 clusters Score -1824569 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1824619.750000 Penalty: 4771.419434
	Iteration 15Q: 3 clusters Score -1824620 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1824661.500000 Penalty: 4771.419434
	Iteration 16Q: 3 clusters Score -1824662 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1824685.625000 Penalty: 4771.419434
	Iteration 17Q: 3 clusters Score -1824686 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1824705.250000 Penalty: 4771.419434
	Iteration 18Q: 3 clusters Score -1824705 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1824718.125000 Penalty: 4771.419434
	Iteration 19Q: 3 clusters Score -1824718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1824727.375000 Penalty: 4771.419434
	Iteration 20F: 3 clusters Score -1824727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1824735.000000 Penalty: 4771.419434
	Iteration 21Q: 3 clusters Score -1824735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1824737.000000 Penalty: 4771.419434
	Iteration 22Q: 3 clusters Score -1824737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1824738.375000 Penalty: 4771.419434
	Iteration 23Q: 3 clusters Score -1824738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1824738.750000 Penalty: 4771.419434
	Iteration 24Q: 3 clusters Score -1824739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1824739.000000 Penalty: 4771.419434
	Iteration 25Q: 3 clusters Score -1824739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1824741.000000 Penalty: 4771.419434
	Iteration 26Q: 3 clusters Score -1824741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1824742.875000 Penalty: 4771.419434
	Iteration 27Q: 3 clusters Score -1824743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1824744.500000 Penalty: 4771.419434
	Iteration 28Q: 3 clusters Score -1824744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1824744.625000 Penalty: 4771.419434
	Iteration 29Q: 3 clusters Score -1824745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1824746.625000 Penalty: 4771.419434
	Iteration 30Q: 3 clusters Score -1824747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1824750.125000 Penalty: 4771.419434
	Iteration 31Q: 3 clusters Score -1824750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1824751.375000 Penalty: 4771.419434
	Iteration 32Q: 3 clusters Score -1824751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1824753.375000 Penalty: 4771.419434
	Iteration 33Q: 3 clusters Score -1824753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1824751.875000 Penalty: 4771.419434
	Iteration 34Q: 3 clusters Score -1824752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1824751.875000 Penalty: 4771.419434
	Iteration 35Q: 3 clusters Score -1824752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1824753.000000 Penalty: 4771.419434
	Iteration 36Q: 3 clusters Score -1824753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1824754.250000 Penalty: 4771.419434
	Iteration 37Q: 3 clusters Score -1824754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1824753.500000 Penalty: 4771.419434
	Iteration 38Q: 3 clusters Score -1824754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1824755.125000 Penalty: 4771.419434
	Iteration 39Q: 3 clusters Score -1824755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1824755.125000 Penalty: 4771.419434
	Iteration 40F: 3 clusters Score -1824755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Entering Unmasked Estep 
Score: -737421.250000 Penalty: 2188.008789
	Iteration 0F: 2 clusters Score -737421.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -731971.812500 Penalty: 4376.017578
	Iteration 0F: 3 clusters Score -731971.8 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -734302.750000 Penalty: 4376.017578
	Iteration 1F: 3 clusters Score -734302.8 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -735247.187500 Penalty: 4376.017578
	Iteration 2F: 3 clusters Score -735247.2 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -735860.937500 Penalty: 4376.017578
	Iteration 3F: 3 clusters Score -735860.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -736152.187500 Penalty: 4376.017578
	Iteration 4F: 3 clusters Score -736152.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -736296.250000 Penalty: 4376.017578
	Iteration 5Q: 3 clusters Score -736296.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -736380.625000 Penalty: 4376.017578
	Iteration 6Q: 3 clusters Score -736380.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -736430.000000 Penalty: 4376.017578
	Iteration 7Q: 3 clusters Score -736430 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -736452.625000 Penalty: 4376.017578
	Iteration 8Q: 3 clusters Score -736452.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -736469.312500 Penalty: 4376.017578
	Iteration 9Q: 3 clusters Score -736469.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -736478.687500 Penalty: 4376.017578
	Iteration 10Q: 3 clusters Score -736478.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -736486.750000 Penalty: 4376.017578
	Iteration 11Q: 3 clusters Score -736486.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -736492.500000 Penalty: 4376.017578
	Iteration 12Q: 3 clusters Score -736492.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -736496.437500 Penalty: 4376.017578
	Iteration 13Q: 3 clusters Score -736496.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -736501.187500 Penalty: 4376.017578
	Iteration 14Q: 3 clusters Score -736501.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -736503.687500 Penalty: 4376.017578
	Iteration 15Q: 3 clusters Score -736503.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -736506.437500 Penalty: 4376.017578
	Iteration 16Q: 3 clusters Score -736506.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -736508.875000 Penalty: 4376.017578
	Iteration 17Q: 3 clusters Score -736508.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -736509.125000 Penalty: 4376.017578
	Iteration 18Q: 3 clusters Score -736509.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -736511.250000 Penalty: 4376.017578
	Iteration 19Q: 3 clusters Score -736511.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -736511.125000 Penalty: 4376.017578
	Iteration 20F: 3 clusters Score -736511.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -736513.125000 Penalty: 4376.017578
	Iteration 21Q: 3 clusters Score -736513.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -736512.625000 Penalty: 4376.017578
	Iteration 22Q: 3 clusters Score -736512.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -736514.687500 Penalty: 4376.017578
	Iteration 23Q: 3 clusters Score -736514.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -736516.750000 Penalty: 4376.017578
	Iteration 24Q: 3 clusters Score -736516.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -736516.187500 Penalty: 4376.017578
	Iteration 25Q: 3 clusters Score -736516.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -736516.312500 Penalty: 4376.017578
	Iteration 26Q: 3 clusters Score -736516.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -736520.625000 Penalty: 4376.017578
	Iteration 27Q: 3 clusters Score -736520.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -736520.375000 Penalty: 4376.017578
	Iteration 28Q: 3 clusters Score -736520.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -736521.312500 Penalty: 4376.017578
	Iteration 29Q: 3 clusters Score -736521.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -736522.250000 Penalty: 4376.017578
	Iteration 30Q: 3 clusters Score -736522.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -736522.062500 Penalty: 4376.017578
	Iteration 31Q: 3 clusters Score -736522.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -736520.687500 Penalty: 4376.017578
	Iteration 32Q: 3 clusters Score -736520.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -736520.687500 Penalty: 4376.017578
	Iteration 33F: 3 clusters Score -736520.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42285 members 
Entering Unmasked Estep 
Score: -5118417.000000 Penalty: 2641.742432
	Iteration 0F: 2 clusters Score -5118417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -5089605.000000 Penalty: 5283.484863
	Iteration 0F: 3 clusters Score -5089605 nChanged 19527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -5101157.000000 Penalty: 5283.484863
	Iteration 1F: 3 clusters Score -5101157 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -5102669.000000 Penalty: 5283.484863
	Iteration 2F: 3 clusters Score -5102669 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -5104840.000000 Penalty: 5283.484863
	Iteration 3F: 3 clusters Score -5104840 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -5107250.000000 Penalty: 5283.484863
	Iteration 4F: 3 clusters Score -5107250 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -5109602.500000 Penalty: 5283.484863
	Iteration 5F: 3 clusters Score -5109602 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -5111503.500000 Penalty: 5283.484863
	Iteration 6F: 3 clusters Score -5111504 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31225 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -5113101.000000 Penalty: 5283.484863
	Iteration 7F: 3 clusters Score -5113101 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32931 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -5114436.500000 Penalty: 5283.484863
	Iteration 8Q: 3 clusters Score -5114436 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34376 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -5115520.000000 Penalty: 5283.484863
	Iteration 9Q: 3 clusters Score -5115520 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -5116351.000000 Penalty: 5283.484863
	Iteration 10Q: 3 clusters Score -5116351 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36376 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -5116876.000000 Penalty: 5283.484863
	Iteration 11Q: 3 clusters Score -5116876 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37022 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -5117228.500000 Penalty: 5283.484863
	Iteration 12Q: 3 clusters Score -5117228 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37536 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -5117482.000000 Penalty: 5283.484863
	Iteration 13Q: 3 clusters Score -5117482 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37950 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -5117612.500000 Penalty: 5283.484863
	Iteration 14Q: 3 clusters Score -5117612 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38263 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -5117752.500000 Penalty: 5283.484863
	Iteration 15Q: 3 clusters Score -5117752 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38507 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -5117843.000000 Penalty: 5283.484863
	Iteration 16Q: 3 clusters Score -5117843 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38723 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -5117921.000000 Penalty: 5283.484863
	Iteration 17Q: 3 clusters Score -5117921 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38895 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -5117977.000000 Penalty: 5283.484863
	Iteration 18Q: 3 clusters Score -5117977 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39043 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -5118027.000000 Penalty: 5283.484863
	Iteration 19Q: 3 clusters Score -5118027 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39166 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -5118070.500000 Penalty: 5283.484863
	Iteration 20F: 3 clusters Score -5118070 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39275 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -5118108.000000 Penalty: 5283.484863
	Iteration 21Q: 3 clusters Score -5118108 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39353 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -5118124.500000 Penalty: 5283.484863
	Iteration 22Q: 3 clusters Score -5118124 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39412 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -5118133.000000 Penalty: 5283.484863
	Iteration 23Q: 3 clusters Score -5118133 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39459 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -5118147.500000 Penalty: 5283.484863
	Iteration 24Q: 3 clusters Score -5118148 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39499 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -5118148.000000 Penalty: 5283.484863
	Iteration 25Q: 3 clusters Score -5118148 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39524 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -5118153.500000 Penalty: 5283.484863
	Iteration 26Q: 3 clusters Score -5118154 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39551 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -5118162.000000 Penalty: 5283.484863
	Iteration 27Q: 3 clusters Score -5118162 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39578 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -5118160.500000 Penalty: 5283.484863
	Iteration 28Q: 3 clusters Score -5118160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39597 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -5118172.000000 Penalty: 5283.484863
	Iteration 29Q: 3 clusters Score -5118172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39606 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -5118169.000000 Penalty: 5283.484863
	Iteration 30Q: 3 clusters Score -5118169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -5118177.000000 Penalty: 5283.484863
	Iteration 31Q: 3 clusters Score -5118177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39626 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -5118179.000000 Penalty: 5283.484863
	Iteration 32Q: 3 clusters Score -5118179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39630 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -5118177.500000 Penalty: 5283.484863
	Iteration 33Q: 3 clusters Score -5118178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39631 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -5118175.500000 Penalty: 5283.484863
	Iteration 34Q: 3 clusters Score -5118176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39631 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -5118175.500000 Penalty: 5283.484863
	Iteration 35F: 3 clusters Score -5118176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Entering Unmasked Estep 
Score: -753695.187500 Penalty: 2165.691406
	Iteration 0F: 2 clusters Score -753695.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -748341.562500 Penalty: 4331.382812
	Iteration 0F: 3 clusters Score -748341.6 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -749669.937500 Penalty: 4331.382812
	Iteration 1F: 3 clusters Score -749669.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -749959.187500 Penalty: 4331.382812
	Iteration 2F: 3 clusters Score -749959.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -750365.875000 Penalty: 4331.382812
	Iteration 3F: 3 clusters Score -750365.9 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -750951.312500 Penalty: 4331.382812
	Iteration 4F: 3 clusters Score -750951.3 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -751497.375000 Penalty: 4331.382812
	Iteration 5F: 3 clusters Score -751497.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -751893.312500 Penalty: 4331.382812
	Iteration 6F: 3 clusters Score -751893.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -752176.250000 Penalty: 4331.382812
	Iteration 7F: 3 clusters Score -752176.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -752377.812500 Penalty: 4331.382812
	Iteration 8Q: 3 clusters Score -752377.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -752513.312500 Penalty: 4331.382812
	Iteration 9Q: 3 clusters Score -752513.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -752608.750000 Penalty: 4331.382812
	Iteration 10Q: 3 clusters Score -752608.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -752699.937500 Penalty: 4331.382812
	Iteration 11Q: 3 clusters Score -752699.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -752778.312500 Penalty: 4331.382812
	Iteration 12Q: 3 clusters Score -752778.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -752832.875000 Penalty: 4331.382812
	Iteration 13Q: 3 clusters Score -752832.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -752880.187500 Penalty: 4331.382812
	Iteration 14Q: 3 clusters Score -752880.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -752906.062500 Penalty: 4331.382812
	Iteration 15Q: 3 clusters Score -752906.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -752925.000000 Penalty: 4331.382812
	Iteration 16Q: 3 clusters Score -752925 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -752936.562500 Penalty: 4331.382812
	Iteration 17Q: 3 clusters Score -752936.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -752942.250000 Penalty: 4331.382812
	Iteration 18Q: 3 clusters Score -752942.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -752946.000000 Penalty: 4331.382812
	Iteration 19Q: 3 clusters Score -752946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -752949.312500 Penalty: 4331.382812
	Iteration 20F: 3 clusters Score -752949.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -752951.437500 Penalty: 4331.382812
	Iteration 21Q: 3 clusters Score -752951.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -752953.250000 Penalty: 4331.382812
	Iteration 22Q: 3 clusters Score -752953.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -752953.000000 Penalty: 4331.382812
	Iteration 23Q: 3 clusters Score -752953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -752953.625000 Penalty: 4331.382812
	Iteration 24Q: 3 clusters Score -752953.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -752952.750000 Penalty: 4331.382812
	Iteration 25Q: 3 clusters Score -752952.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -752953.250000 Penalty: 4331.382812
	Iteration 26Q: 3 clusters Score -752953.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -752954.187500 Penalty: 4331.382812
	Iteration 27Q: 3 clusters Score -752954.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -752954.875000 Penalty: 4331.382812
	Iteration 28Q: 3 clusters Score -752954.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -752955.562500 Penalty: 4331.382812
	Iteration 29Q: 3 clusters Score -752955.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -752956.312500 Penalty: 4331.382812
	Iteration 30Q: 3 clusters Score -752956.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -752958.875000 Penalty: 4331.382812
	Iteration 31Q: 3 clusters Score -752958.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -752958.875000 Penalty: 4331.382812
	Iteration 32F: 3 clusters Score -752958.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -784567.250000 Penalty: 2201.936523
	Iteration 0F: 2 clusters Score -784567.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -778729.687500 Penalty: 4403.873047
	Iteration 0F: 3 clusters Score -778729.7 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -780618.937500 Penalty: 4403.873047
	Iteration 1F: 3 clusters Score -780618.9 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -781344.500000 Penalty: 4403.873047
	Iteration 2F: 3 clusters Score -781344.5 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -782062.562500 Penalty: 4403.873047
	Iteration 3F: 3 clusters Score -782062.6 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -782604.375000 Penalty: 4403.873047
	Iteration 4F: 3 clusters Score -782604.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -782911.562500 Penalty: 4403.873047
	Iteration 5F: 3 clusters Score -782911.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -783083.375000 Penalty: 4403.873047
	Iteration 6Q: 3 clusters Score -783083.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -783212.750000 Penalty: 4403.873047
	Iteration 7Q: 3 clusters Score -783212.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -783297.500000 Penalty: 4403.873047
	Iteration 8Q: 3 clusters Score -783297.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -783357.875000 Penalty: 4403.873047
	Iteration 9Q: 3 clusters Score -783357.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -783416.437500 Penalty: 4403.873047
	Iteration 10Q: 3 clusters Score -783416.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -783456.500000 Penalty: 4403.873047
	Iteration 11Q: 3 clusters Score -783456.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -783484.812500 Penalty: 4403.873047
	Iteration 12Q: 3 clusters Score -783484.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -783511.875000 Penalty: 4403.873047
	Iteration 13Q: 3 clusters Score -783511.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -783531.125000 Penalty: 4403.873047
	Iteration 14Q: 3 clusters Score -783531.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -783543.250000 Penalty: 4403.873047
	Iteration 15Q: 3 clusters Score -783543.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -783553.000000 Penalty: 4403.873047
	Iteration 16Q: 3 clusters Score -783553 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -783560.625000 Penalty: 4403.873047
	Iteration 17Q: 3 clusters Score -783560.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -783563.437500 Penalty: 4403.873047
	Iteration 18Q: 3 clusters Score -783563.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -783566.375000 Penalty: 4403.873047
	Iteration 19Q: 3 clusters Score -783566.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -783567.437500 Penalty: 4403.873047
	Iteration 20F: 3 clusters Score -783567.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -783569.687500 Penalty: 4403.873047
	Iteration 21Q: 3 clusters Score -783569.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -783572.312500 Penalty: 4403.873047
	Iteration 22Q: 3 clusters Score -783572.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -783573.375000 Penalty: 4403.873047
	Iteration 23Q: 3 clusters Score -783573.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -783575.500000 Penalty: 4403.873047
	Iteration 24Q: 3 clusters Score -783575.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -783577.375000 Penalty: 4403.873047
	Iteration 25Q: 3 clusters Score -783577.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -783580.062500 Penalty: 4403.873047
	Iteration 26Q: 3 clusters Score -783580.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -783582.687500 Penalty: 4403.873047
	Iteration 27Q: 3 clusters Score -783582.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -783583.250000 Penalty: 4403.873047
	Iteration 28Q: 3 clusters Score -783583.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -783587.062500 Penalty: 4403.873047
	Iteration 29Q: 3 clusters Score -783587.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -783585.125000 Penalty: 4403.873047
	Iteration 30Q: 3 clusters Score -783585.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -783586.062500 Penalty: 4403.873047
	Iteration 31Q: 3 clusters Score -783586.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -783586.312500 Penalty: 4403.873047
	Iteration 32Q: 3 clusters Score -783586.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -783589.562500 Penalty: 4403.873047
	Iteration 33Q: 3 clusters Score -783589.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -783586.812500 Penalty: 4403.873047
	Iteration 34Q: 3 clusters Score -783586.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -783586.750000 Penalty: 4403.873047
	Iteration 35Q: 3 clusters Score -783586.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -783588.062500 Penalty: 4403.873047
	Iteration 36Q: 3 clusters Score -783588.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -783589.375000 Penalty: 4403.873047
	Iteration 37Q: 3 clusters Score -783589.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -783589.250000 Penalty: 4403.873047
	Iteration 38Q: 3 clusters Score -783589.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -783589.250000 Penalty: 4403.873047
	Iteration 39F: 3 clusters Score -783589.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (196717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196717 members 
Entering Unmasked Estep 
Score: -23479054.000000 Penalty: 3023.001465
	Iteration 0F: 2 clusters Score -2.347905e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98230 members 
Mstep: Class 2 contains 98487 members 
Entering Unmasked Estep 
Score: -23347826.000000 Penalty: 6046.002930
	Iteration 0F: 3 clusters Score -2.334783e+07 nChanged 94449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96701 members 
Mstep: Class 2 contains 100016 members 
Entering Unmasked Estep 
Score: -23402806.000000 Penalty: 6046.002930
	Iteration 1F: 3 clusters Score -2.340281e+07 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95840 members 
Mstep: Class 2 contains 100877 members 
Entering Unmasked Estep 
Score: -23403762.000000 Penalty: 6046.002930
	Iteration 2Q: 3 clusters Score -2.340376e+07 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94711 members 
Mstep: Class 2 contains 102006 members 
Entering Unmasked Estep 
Score: -23404872.000000 Penalty: 6046.002930
	Iteration 3Q: 3 clusters Score -2.340487e+07 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93090 members 
Mstep: Class 2 contains 103627 members 
Entering Unmasked Estep 
Score: -23405668.000000 Penalty: 6046.002930
	Iteration 4Q: 3 clusters Score -2.340567e+07 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90724 members 
Mstep: Class 2 contains 105993 members 
Entering Unmasked Estep 
Score: -23407368.000000 Penalty: 6046.002930
	Iteration 5Q: 3 clusters Score -2.340737e+07 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87189 members 
Mstep: Class 2 contains 109528 members 
Entering Unmasked Estep 
Score: -23409572.000000 Penalty: 6046.002930
	Iteration 6Q: 3 clusters Score -2.340957e+07 nChanged 7784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81961 members 
Mstep: Class 2 contains 114756 members 
Entering Unmasked Estep 
Score: -23413158.000000 Penalty: 6046.002930
	Iteration 7Q: 3 clusters Score -2.341316e+07 nChanged 9303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74584 members 
Mstep: Class 2 contains 122133 members 
Entering Unmasked Estep 
Score: -23418270.000000 Penalty: 6046.002930
	Iteration 8Q: 3 clusters Score -2.341827e+07 nChanged 11345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64567 members 
Mstep: Class 2 contains 132150 members 
Entering Unmasked Estep 
Score: -23425820.000000 Penalty: 6046.002930
	Iteration 9F: 3 clusters Score -2.342582e+07 nChanged 13187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52036 members 
Mstep: Class 2 contains 144681 members 
Entering Unmasked Estep 
Score: -23435558.000000 Penalty: 6046.002930
	Iteration 10F: 3 clusters Score -2.343556e+07 nChanged 13943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38395 members 
Mstep: Class 2 contains 158322 members 
Entering Unmasked Estep 
Score: -23447190.000000 Penalty: 6046.002930
	Iteration 11F: 3 clusters Score -2.344719e+07 nChanged 12946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 171166 members 
Entering Unmasked Estep 
Score: -23458152.000000 Penalty: 6046.002930
	Iteration 12F: 3 clusters Score -2.345815e+07 nChanged 9887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 181035 members 
Entering Unmasked Estep 
Score: -23466090.000000 Penalty: 6046.002930
	Iteration 13F: 3 clusters Score -2.346609e+07 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 187456 members 
Entering Unmasked Estep 
Score: -23470840.000000 Penalty: 6046.002930
	Iteration 14Q: 3 clusters Score -2.347084e+07 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 191233 members 
Entering Unmasked Estep 
Score: -23473556.000000 Penalty: 6046.002930
	Iteration 15Q: 3 clusters Score -2.347356e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 193236 members 
Entering Unmasked Estep 
Score: -23474924.000000 Penalty: 6046.002930
	Iteration 16Q: 3 clusters Score -2.347492e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 194264 members 
Entering Unmasked Estep 
Score: -23475610.000000 Penalty: 6046.002930
	Iteration 17Q: 3 clusters Score -2.347561e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 194805 members 
Entering Unmasked Estep 
Score: -23475974.000000 Penalty: 6046.002930
	Iteration 18Q: 3 clusters Score -2.347597e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 195139 members 
Entering Unmasked Estep 
Score: -23476180.000000 Penalty: 6046.002930
	Iteration 19Q: 3 clusters Score -2.347618e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 195324 members 
Entering Unmasked Estep 
Score: -23476318.000000 Penalty: 6046.002930
	Iteration 20F: 3 clusters Score -2.347632e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 195440 members 
Entering Unmasked Estep 
Score: -23476394.000000 Penalty: 6046.002930
	Iteration 21Q: 3 clusters Score -2.347639e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 195533 members 
Entering Unmasked Estep 
Score: -23476456.000000 Penalty: 6046.002930
	Iteration 22Q: 3 clusters Score -2.347646e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 195593 members 
Entering Unmasked Estep 
Score: -23476514.000000 Penalty: 6046.002930
	Iteration 23Q: 3 clusters Score -2.347651e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 195632 members 
Entering Unmasked Estep 
Score: -23476532.000000 Penalty: 6046.002930
	Iteration 24Q: 3 clusters Score -2.347653e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 195671 members 
Entering Unmasked Estep 
Score: -23476560.000000 Penalty: 6046.002930
	Iteration 25Q: 3 clusters Score -2.347656e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 195691 members 
Entering Unmasked Estep 
Score: -23476578.000000 Penalty: 6046.002930
	Iteration 26Q: 3 clusters Score -2.347658e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 195708 members 
Entering Unmasked Estep 
Score: -23476584.000000 Penalty: 6046.002930
	Iteration 27Q: 3 clusters Score -2.347658e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 195733 members 
Entering Unmasked Estep 
Score: -23476612.000000 Penalty: 6046.002930
	Iteration 28Q: 3 clusters Score -2.347661e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 195750 members 
Entering Unmasked Estep 
Score: -23476630.000000 Penalty: 6046.002930
	Iteration 29Q: 3 clusters Score -2.347663e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 195758 members 
Entering Unmasked Estep 
Score: -23476626.000000 Penalty: 6046.002930
	Iteration 30Q: 3 clusters Score -2.347663e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 195770 members 
Entering Unmasked Estep 
Score: -23476628.000000 Penalty: 6046.002930
	Iteration 31Q: 3 clusters Score -2.347663e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 195776 members 
Entering Unmasked Estep 
Score: -23476612.000000 Penalty: 6046.002930
	Iteration 32Q: 3 clusters Score -2.347661e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 195784 members 
Entering Unmasked Estep 
Score: -23476622.000000 Penalty: 6046.002930
	Iteration 33Q: 3 clusters Score -2.347662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 195783 members 
Entering Unmasked Estep 
Score: -23476620.000000 Penalty: 6046.002930
	Iteration 34Q: 3 clusters Score -2.347662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 195784 members 
Entering Unmasked Estep 
Score: -23476622.000000 Penalty: 6046.002930
	Iteration 35Q: 3 clusters Score -2.347662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 195785 members 
Entering Unmasked Estep 
Score: -23476628.000000 Penalty: 6046.002930
	Iteration 36Q: 3 clusters Score -2.347663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 195784 members 
Entering Unmasked Estep 
Score: -23476632.000000 Penalty: 6046.002930
	Iteration 37Q: 3 clusters Score -2.347663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 195785 members 
Entering Unmasked Estep 
Score: -23476630.000000 Penalty: 6046.002930
	Iteration 38Q: 3 clusters Score -2.347663e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 195785 members 
Entering Unmasked Estep 
Score: -23476630.000000 Penalty: 6046.002930
	Iteration 39F: 3 clusters Score -2.347663e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Entering Unmasked Estep 
Score: -248706.796875 Penalty: 1939.070435
	Iteration 0F: 2 clusters Score -248706.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -245978.687500 Penalty: 3878.140869
	Iteration 0F: 3 clusters Score -245978.7 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -248400.359375 Penalty: 3878.140869
	Iteration 1F: 3 clusters Score -248400.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -250068.734375 Penalty: 3878.140869
	Iteration 2F: 3 clusters Score -250068.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -250908.984375 Penalty: 3878.140869
	Iteration 3F: 3 clusters Score -250909 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -251289.093750 Penalty: 3878.140869
	Iteration 4F: 3 clusters Score -251289.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -251461.781250 Penalty: 3878.140869
	Iteration 5Q: 3 clusters Score -251461.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -251567.218750 Penalty: 3878.140869
	Iteration 6Q: 3 clusters Score -251567.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -251615.890625 Penalty: 3878.140869
	Iteration 7Q: 3 clusters Score -251615.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -251653.359375 Penalty: 3878.140869
	Iteration 8Q: 3 clusters Score -251653.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -251708.156250 Penalty: 3878.140869
	Iteration 9Q: 3 clusters Score -251708.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -251760.953125 Penalty: 3878.140869
	Iteration 10Q: 3 clusters Score -251761 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -251786.843750 Penalty: 3878.140869
	Iteration 11Q: 3 clusters Score -251786.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -251801.859375 Penalty: 3878.140869
	Iteration 12Q: 3 clusters Score -251801.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -251818.593750 Penalty: 3878.140869
	Iteration 13Q: 3 clusters Score -251818.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -251847.046875 Penalty: 3878.140869
	Iteration 14Q: 3 clusters Score -251847 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -251872.734375 Penalty: 3878.140869
	Iteration 15Q: 3 clusters Score -251872.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -251889.437500 Penalty: 3878.140869
	Iteration 16Q: 3 clusters Score -251889.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -251902.609375 Penalty: 3878.140869
	Iteration 17Q: 3 clusters Score -251902.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -251911.593750 Penalty: 3878.140869
	Iteration 18Q: 3 clusters Score -251911.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -251917.562500 Penalty: 3878.140869
	Iteration 19Q: 3 clusters Score -251917.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -251934.218750 Penalty: 3878.140869
	Iteration 20F: 3 clusters Score -251934.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -251954.406250 Penalty: 3878.140869
	Iteration 21Q: 3 clusters Score -251954.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -251983.640625 Penalty: 3878.140869
	Iteration 22Q: 3 clusters Score -251983.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -251995.765625 Penalty: 3878.140869
	Iteration 23Q: 3 clusters Score -251995.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -252005.281250 Penalty: 3878.140869
	Iteration 24Q: 3 clusters Score -252005.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -252010.734375 Penalty: 3878.140869
	Iteration 25Q: 3 clusters Score -252010.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -252014.953125 Penalty: 3878.140869
	Iteration 26Q: 3 clusters Score -252015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -252017.078125 Penalty: 3878.140869
	Iteration 27Q: 3 clusters Score -252017.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -252026.593750 Penalty: 3878.140869
	Iteration 28Q: 3 clusters Score -252026.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -252027.953125 Penalty: 3878.140869
	Iteration 29Q: 3 clusters Score -252028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -252027.953125 Penalty: 3878.140869
	Iteration 30F: 3 clusters Score -252028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 260 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 11618 members 
Mstep: Class 3 contains 15060 members 
Mstep: Class 4 contains 6786 members 
Mstep: Class 5 contains 42285 members 
Mstep: Class 6 contains 6202 members 
Mstep: Class 7 contains 7178 members 
Mstep: Class 8 contains 196717 members 
Mstep: Class 9 contains 1591 members 
Mstep: Class 10 contains 27987 members 
Mstep: Class 11 contains 17627 members 
Mstep: Class 12 contains 17022 members 
Mstep: Class 13 contains 56188 members 
Mstep: Class 14 contains 157863 members 
Mstep: Class 15 contains 236129 members 
Mstep: Class 16 contains 90149 members 
Mstep: Class 17 contains 48402 members 
Mstep: Class 18 contains 9045 members 
Mstep: Class 19 contains 15703 members 
Mstep: Class 20 contains 12171 members 
Mstep: Class 21 contains 176594 members 
Mstep: Class 22 contains 28689 members 
Mstep: Class 23 contains 38798 members 
Mstep: Class 24 contains 82682 members 
Mstep: Class 25 contains 24044 members 
Mstep: Class 26 contains 12396 members 
Mstep: Class 27 contains 318035 members 
Mstep: Class 28 contains 208483 members 
Mstep: Class 29 contains 1107 members 
Mstep: Class 30 contains 16172 members 
Mstep: Class 31 contains 8955 members 
Mstep: Class 32 contains 84063 members 
Mstep: Class 33 contains 896 members 
Entering Unmasked Estep 
Score: -235412912.000000 Penalty: 118698.507812
Splitting cluster 9 changes total score from -235410752.000000 to -235412912.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 10 (27987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Entering Unmasked Estep 
Score: -3409214.750000 Penalty: 2539.394775
	Iteration 0F: 2 clusters Score -3409215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -3389952.750000 Penalty: 5078.789551
	Iteration 0F: 3 clusters Score -3389953 nChanged 12599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -3396741.500000 Penalty: 5078.789551
	Iteration 1F: 3 clusters Score -3396742 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -3397306.500000 Penalty: 5078.789551
	Iteration 2Q: 3 clusters Score -3397306 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -3397929.500000 Penalty: 5078.789551
	Iteration 3Q: 3 clusters Score -3397930 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -3398614.250000 Penalty: 5078.789551
	Iteration 4Q: 3 clusters Score -3398614 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -3399400.000000 Penalty: 5078.789551
	Iteration 5F: 3 clusters Score -3399400 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -3400257.250000 Penalty: 5078.789551
	Iteration 6F: 3 clusters Score -3400257 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -3401179.750000 Penalty: 5078.789551
	Iteration 7F: 3 clusters Score -3401180 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -3402092.750000 Penalty: 5078.789551
	Iteration 8F: 3 clusters Score -3402093 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -3402885.750000 Penalty: 5078.789551
	Iteration 9F: 3 clusters Score -3402886 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -3403541.500000 Penalty: 5078.789551
	Iteration 10Q: 3 clusters Score -3403542 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -3404117.250000 Penalty: 5078.789551
	Iteration 11Q: 3 clusters Score -3404117 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -3404551.250000 Penalty: 5078.789551
	Iteration 12Q: 3 clusters Score -3404551 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -3404906.250000 Penalty: 5078.789551
	Iteration 13Q: 3 clusters Score -3404906 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -3405246.750000 Penalty: 5078.789551
	Iteration 14Q: 3 clusters Score -3405247 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -3405553.250000 Penalty: 5078.789551
	Iteration 15Q: 3 clusters Score -3405553 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -3405890.500000 Penalty: 5078.789551
	Iteration 16Q: 3 clusters Score -3405890 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -3406254.000000 Penalty: 5078.789551
	Iteration 17Q: 3 clusters Score -3406254 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -3406595.750000 Penalty: 5078.789551
	Iteration 18Q: 3 clusters Score -3406596 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -3406966.750000 Penalty: 5078.789551
	Iteration 19Q: 3 clusters Score -3406967 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -3407316.250000 Penalty: 5078.789551
	Iteration 20F: 3 clusters Score -3407316 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -3407611.250000 Penalty: 5078.789551
	Iteration 21Q: 3 clusters Score -3407611 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -3407850.750000 Penalty: 5078.789551
	Iteration 22Q: 3 clusters Score -3407851 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -3408013.250000 Penalty: 5078.789551
	Iteration 23Q: 3 clusters Score -3408013 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -3408139.250000 Penalty: 5078.789551
	Iteration 24Q: 3 clusters Score -3408139 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -3408239.250000 Penalty: 5078.789551
	Iteration 25Q: 3 clusters Score -3408239 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -3408359.000000 Penalty: 5078.789551
	Iteration 26Q: 3 clusters Score -3408359 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3408460.000000 Penalty: 5078.789551
	Iteration 27Q: 3 clusters Score -3408460 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -3408506.000000 Penalty: 5078.789551
	Iteration 28Q: 3 clusters Score -3408506 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3408560.250000 Penalty: 5078.789551
	Iteration 29Q: 3 clusters Score -3408560 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -3408609.750000 Penalty: 5078.789551
	Iteration 30Q: 3 clusters Score -3408610 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3408653.750000 Penalty: 5078.789551
	Iteration 31Q: 3 clusters Score -3408654 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3408678.500000 Penalty: 5078.789551
	Iteration 32Q: 3 clusters Score -3408678 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3408704.750000 Penalty: 5078.789551
	Iteration 33Q: 3 clusters Score -3408705 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -3408717.750000 Penalty: 5078.789551
	Iteration 34Q: 3 clusters Score -3408718 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -3408731.750000 Penalty: 5078.789551
	Iteration 35Q: 3 clusters Score -3408732 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3408744.250000 Penalty: 5078.789551
	Iteration 36Q: 3 clusters Score -3408744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -3408751.750000 Penalty: 5078.789551
	Iteration 37Q: 3 clusters Score -3408752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3408754.500000 Penalty: 5078.789551
	Iteration 38Q: 3 clusters Score -3408754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26633 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3408763.000000 Penalty: 5078.789551
	Iteration 39Q: 3 clusters Score -3408763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -3408763.250000 Penalty: 5078.789551
	Iteration 40F: 3 clusters Score -3408763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -3408766.250000 Penalty: 5078.789551
	Iteration 41Q: 3 clusters Score -3408766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3408766.000000 Penalty: 5078.789551
	Iteration 42Q: 3 clusters Score -3408766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -3408771.000000 Penalty: 5078.789551
	Iteration 43Q: 3 clusters Score -3408771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -3408765.250000 Penalty: 5078.789551
	Iteration 44Q: 3 clusters Score -3408765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3408773.250000 Penalty: 5078.789551
	Iteration 45Q: 3 clusters Score -3408773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3408771.250000 Penalty: 5078.789551
	Iteration 46Q: 3 clusters Score -3408771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3408779.250000 Penalty: 5078.789551
	Iteration 47Q: 3 clusters Score -3408779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -3408782.250000 Penalty: 5078.789551
	Iteration 48Q: 3 clusters Score -3408782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3408780.750000 Penalty: 5078.789551
	Iteration 49Q: 3 clusters Score -3408781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3408780.750000 Penalty: 5078.789551
	Iteration 50F: 3 clusters Score -3408781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Entering Unmasked Estep 
Score: -2094575.875000 Penalty: 2424.742432
	Iteration 0F: 2 clusters Score -2094576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -2082092.625000 Penalty: 4849.484863
	Iteration 0F: 3 clusters Score -2082093 nChanged 7727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -2086273.750000 Penalty: 4849.484863
	Iteration 1F: 3 clusters Score -2086274 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -2086967.500000 Penalty: 4849.484863
	Iteration 2F: 3 clusters Score -2086968 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -2087791.375000 Penalty: 4849.484863
	Iteration 3F: 3 clusters Score -2087791 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -2088865.000000 Penalty: 4849.484863
	Iteration 4F: 3 clusters Score -2088865 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -2089967.000000 Penalty: 4849.484863
	Iteration 5F: 3 clusters Score -2089967 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -2090869.125000 Penalty: 4849.484863
	Iteration 6F: 3 clusters Score -2090869 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -2091510.625000 Penalty: 4849.484863
	Iteration 7F: 3 clusters Score -2091511 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -2091951.250000 Penalty: 4849.484863
	Iteration 8Q: 3 clusters Score -2091951 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -2092257.750000 Penalty: 4849.484863
	Iteration 9Q: 3 clusters Score -2092258 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -2092442.750000 Penalty: 4849.484863
	Iteration 10Q: 3 clusters Score -2092443 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -2092578.625000 Penalty: 4849.484863
	Iteration 11Q: 3 clusters Score -2092579 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -2092678.750000 Penalty: 4849.484863
	Iteration 12Q: 3 clusters Score -2092679 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -2092757.375000 Penalty: 4849.484863
	Iteration 13Q: 3 clusters Score -2092757 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -2092823.250000 Penalty: 4849.484863
	Iteration 14Q: 3 clusters Score -2092823 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -2092875.875000 Penalty: 4849.484863
	Iteration 15Q: 3 clusters Score -2092876 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -2092934.875000 Penalty: 4849.484863
	Iteration 16Q: 3 clusters Score -2092935 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -2092970.125000 Penalty: 4849.484863
	Iteration 17Q: 3 clusters Score -2092970 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -2092992.500000 Penalty: 4849.484863
	Iteration 18Q: 3 clusters Score -2092992 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -2093014.250000 Penalty: 4849.484863
	Iteration 19Q: 3 clusters Score -2093014 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -2093037.750000 Penalty: 4849.484863
	Iteration 20F: 3 clusters Score -2093038 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -2093071.250000 Penalty: 4849.484863
	Iteration 21Q: 3 clusters Score -2093071 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -2093091.625000 Penalty: 4849.484863
	Iteration 22Q: 3 clusters Score -2093092 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -2093100.750000 Penalty: 4849.484863
	Iteration 23Q: 3 clusters Score -2093101 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -2093109.000000 Penalty: 4849.484863
	Iteration 24Q: 3 clusters Score -2093109 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -2093108.875000 Penalty: 4849.484863
	Iteration 25Q: 3 clusters Score -2093109 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -2093113.750000 Penalty: 4849.484863
	Iteration 26Q: 3 clusters Score -2093114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -2093118.875000 Penalty: 4849.484863
	Iteration 27Q: 3 clusters Score -2093119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -2093119.500000 Penalty: 4849.484863
	Iteration 28Q: 3 clusters Score -2093120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -2093127.500000 Penalty: 4849.484863
	Iteration 29Q: 3 clusters Score -2093128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -2093129.500000 Penalty: 4849.484863
	Iteration 30Q: 3 clusters Score -2093130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -2093133.250000 Penalty: 4849.484863
	Iteration 31Q: 3 clusters Score -2093133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -2093136.500000 Penalty: 4849.484863
	Iteration 32Q: 3 clusters Score -2093136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -2093140.125000 Penalty: 4849.484863
	Iteration 33Q: 3 clusters Score -2093140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -2093139.625000 Penalty: 4849.484863
	Iteration 34Q: 3 clusters Score -2093140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -2093141.875000 Penalty: 4849.484863
	Iteration 35Q: 3 clusters Score -2093142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -2093141.875000 Penalty: 4849.484863
	Iteration 36Q: 3 clusters Score -2093142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -2093141.750000 Penalty: 4849.484863
	Iteration 37Q: 3 clusters Score -2093142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -2093142.500000 Penalty: 4849.484863
	Iteration 38Q: 3 clusters Score -2093142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -2093142.875000 Penalty: 4849.484863
	Iteration 39Q: 3 clusters Score -2093143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -2093144.750000 Penalty: 4849.484863
	Iteration 40F: 3 clusters Score -2093145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -2093144.125000 Penalty: 4849.484863
	Iteration 41Q: 3 clusters Score -2093144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -2093144.125000 Penalty: 4849.484863
	Iteration 42F: 3 clusters Score -2093144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Entering Unmasked Estep 
Score: -2056115.500000 Penalty: 2416.081055
	Iteration 0F: 2 clusters Score -2056116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -2043988.375000 Penalty: 4832.162109
	Iteration 0F: 3 clusters Score -2043988 nChanged 7490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2047986.375000 Penalty: 4832.162109
	Iteration 1F: 3 clusters Score -2047986 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -2048407.875000 Penalty: 4832.162109
	Iteration 2F: 3 clusters Score -2048408 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -2048826.000000 Penalty: 4832.162109
	Iteration 3F: 3 clusters Score -2048826 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -2049350.000000 Penalty: 4832.162109
	Iteration 4F: 3 clusters Score -2049350 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -2049953.625000 Penalty: 4832.162109
	Iteration 5F: 3 clusters Score -2049954 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -2050663.625000 Penalty: 4832.162109
	Iteration 6F: 3 clusters Score -2050664 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -2051387.750000 Penalty: 4832.162109
	Iteration 7F: 3 clusters Score -2051388 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -2052041.125000 Penalty: 4832.162109
	Iteration 8F: 3 clusters Score -2052041 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -2052570.875000 Penalty: 4832.162109
	Iteration 9Q: 3 clusters Score -2052571 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -2053042.875000 Penalty: 4832.162109
	Iteration 10Q: 3 clusters Score -2053043 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -2053470.000000 Penalty: 4832.162109
	Iteration 11Q: 3 clusters Score -2053470 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -2053762.375000 Penalty: 4832.162109
	Iteration 12Q: 3 clusters Score -2053762 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -2053948.000000 Penalty: 4832.162109
	Iteration 13Q: 3 clusters Score -2053948 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -2054055.000000 Penalty: 4832.162109
	Iteration 14Q: 3 clusters Score -2054055 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -2054112.000000 Penalty: 4832.162109
	Iteration 15Q: 3 clusters Score -2054112 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -2054154.750000 Penalty: 4832.162109
	Iteration 16Q: 3 clusters Score -2054155 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -2054181.000000 Penalty: 4832.162109
	Iteration 17Q: 3 clusters Score -2054181 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -2054211.500000 Penalty: 4832.162109
	Iteration 18Q: 3 clusters Score -2054212 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -2054227.750000 Penalty: 4832.162109
	Iteration 19Q: 3 clusters Score -2054228 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -2054240.125000 Penalty: 4832.162109
	Iteration 20F: 3 clusters Score -2054240 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -2054253.875000 Penalty: 4832.162109
	Iteration 21Q: 3 clusters Score -2054254 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -2054261.750000 Penalty: 4832.162109
	Iteration 22Q: 3 clusters Score -2054262 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -2054269.500000 Penalty: 4832.162109
	Iteration 23Q: 3 clusters Score -2054270 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -2054272.375000 Penalty: 4832.162109
	Iteration 24Q: 3 clusters Score -2054272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -2054277.375000 Penalty: 4832.162109
	Iteration 25Q: 3 clusters Score -2054277 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -2054285.125000 Penalty: 4832.162109
	Iteration 26Q: 3 clusters Score -2054285 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -2054287.000000 Penalty: 4832.162109
	Iteration 27Q: 3 clusters Score -2054287 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -2054287.500000 Penalty: 4832.162109
	Iteration 28Q: 3 clusters Score -2054288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -2054287.000000 Penalty: 4832.162109
	Iteration 29Q: 3 clusters Score -2054287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -2054290.125000 Penalty: 4832.162109
	Iteration 30Q: 3 clusters Score -2054290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -2054294.000000 Penalty: 4832.162109
	Iteration 31Q: 3 clusters Score -2054294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -2054298.375000 Penalty: 4832.162109
	Iteration 32Q: 3 clusters Score -2054298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -2054298.000000 Penalty: 4832.162109
	Iteration 33Q: 3 clusters Score -2054298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -2054301.125000 Penalty: 4832.162109
	Iteration 34Q: 3 clusters Score -2054301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -2054302.375000 Penalty: 4832.162109
	Iteration 35Q: 3 clusters Score -2054302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -2054303.875000 Penalty: 4832.162109
	Iteration 36Q: 3 clusters Score -2054304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -2054309.125000 Penalty: 4832.162109
	Iteration 37Q: 3 clusters Score -2054309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -2054309.125000 Penalty: 4832.162109
	Iteration 38Q: 3 clusters Score -2054309 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -2054313.750000 Penalty: 4832.162109
	Iteration 39Q: 3 clusters Score -2054314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -2054312.375000 Penalty: 4832.162109
	Iteration 40F: 3 clusters Score -2054312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -2054313.750000 Penalty: 4832.162109
	Iteration 41Q: 3 clusters Score -2054314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -2054312.625000 Penalty: 4832.162109
	Iteration 42Q: 3 clusters Score -2054313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -2054313.000000 Penalty: 4832.162109
	Iteration 43Q: 3 clusters Score -2054313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -2054311.125000 Penalty: 4832.162109
	Iteration 44Q: 3 clusters Score -2054311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -2054316.250000 Penalty: 4832.162109
	Iteration 45Q: 3 clusters Score -2054316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -2054316.625000 Penalty: 4832.162109
	Iteration 46Q: 3 clusters Score -2054317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -2054317.375000 Penalty: 4832.162109
	Iteration 47Q: 3 clusters Score -2054317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -2054318.000000 Penalty: 4832.162109
	Iteration 48Q: 3 clusters Score -2054318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -2054319.125000 Penalty: 4832.162109
	Iteration 49Q: 3 clusters Score -2054319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -2054320.625000 Penalty: 4832.162109
	Iteration 50Q: 3 clusters Score -2054321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -2054323.000000 Penalty: 4832.162109
	Iteration 51Q: 3 clusters Score -2054323 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -2054325.250000 Penalty: 4832.162109
	Iteration 52Q: 3 clusters Score -2054325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -2054326.625000 Penalty: 4832.162109
	Iteration 53Q: 3 clusters Score -2054327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -2054324.875000 Penalty: 4832.162109
	Iteration 54Q: 3 clusters Score -2054325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -2054327.500000 Penalty: 4832.162109
	Iteration 55Q: 3 clusters Score -2054328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -2054327.500000 Penalty: 4832.162109
	Iteration 56F: 3 clusters Score -2054328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (56188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56188 members 
Entering Unmasked Estep 
Score: -6845439.500000 Penalty: 2712.241699
	Iteration 0F: 2 clusters Score -6845440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 28160 members 
Entering Unmasked Estep 
Score: -6807530.000000 Penalty: 5424.483398
	Iteration 0F: 3 clusters Score -6807530 nChanged 26155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -6822200.500000 Penalty: 5424.483398
	Iteration 1F: 3 clusters Score -6822200 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 28633 members 
Entering Unmasked Estep 
Score: -6823066.500000 Penalty: 5424.483398
	Iteration 2Q: 3 clusters Score -6823066 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 28702 members 
Entering Unmasked Estep 
Score: -6823944.500000 Penalty: 5424.483398
	Iteration 3Q: 3 clusters Score -6823944 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -6825020.500000 Penalty: 5424.483398
	Iteration 4Q: 3 clusters Score -6825020 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 28414 members 
Entering Unmasked Estep 
Score: -6826446.000000 Penalty: 5424.483398
	Iteration 5Q: 3 clusters Score -6826446 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 27914 members 
Entering Unmasked Estep 
Score: -6828188.500000 Penalty: 5424.483398
	Iteration 6F: 3 clusters Score -6828188 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -6830144.000000 Penalty: 5424.483398
	Iteration 7F: 3 clusters Score -6830144 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29827 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -6832459.000000 Penalty: 5424.483398
	Iteration 8F: 3 clusters Score -6832459 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30818 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -6834617.500000 Penalty: 5424.483398
	Iteration 9F: 3 clusters Score -6834618 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31818 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -6836399.500000 Penalty: 5424.483398
	Iteration 10F: 3 clusters Score -6836400 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32727 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -6837863.000000 Penalty: 5424.483398
	Iteration 11Q: 3 clusters Score -6837863 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -6838826.000000 Penalty: 5424.483398
	Iteration 12Q: 3 clusters Score -6838826 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34454 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -6839332.000000 Penalty: 5424.483398
	Iteration 13Q: 3 clusters Score -6839332 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -6839724.000000 Penalty: 5424.483398
	Iteration 14Q: 3 clusters Score -6839724 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35898 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -6839960.000000 Penalty: 5424.483398
	Iteration 15Q: 3 clusters Score -6839960 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36539 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -6840141.500000 Penalty: 5424.483398
	Iteration 16Q: 3 clusters Score -6840142 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37100 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -6840319.500000 Penalty: 5424.483398
	Iteration 17Q: 3 clusters Score -6840320 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37605 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -6840417.500000 Penalty: 5424.483398
	Iteration 18Q: 3 clusters Score -6840418 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38066 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -6840512.500000 Penalty: 5424.483398
	Iteration 19Q: 3 clusters Score -6840512 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38500 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -6840616.000000 Penalty: 5424.483398
	Iteration 20F: 3 clusters Score -6840616 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38918 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -6840717.000000 Penalty: 5424.483398
	Iteration 21Q: 3 clusters Score -6840717 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39302 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -6840770.000000 Penalty: 5424.483398
	Iteration 22Q: 3 clusters Score -6840770 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39681 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -6840822.000000 Penalty: 5424.483398
	Iteration 23Q: 3 clusters Score -6840822 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40024 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -6840853.500000 Penalty: 5424.483398
	Iteration 24Q: 3 clusters Score -6840854 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40329 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -6840893.500000 Penalty: 5424.483398
	Iteration 25Q: 3 clusters Score -6840894 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40627 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -6840941.500000 Penalty: 5424.483398
	Iteration 26Q: 3 clusters Score -6840942 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40908 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -6840979.000000 Penalty: 5424.483398
	Iteration 27Q: 3 clusters Score -6840979 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41206 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -6841026.500000 Penalty: 5424.483398
	Iteration 28Q: 3 clusters Score -6841026 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41519 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -6841069.000000 Penalty: 5424.483398
	Iteration 29Q: 3 clusters Score -6841069 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41828 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -6841118.000000 Penalty: 5424.483398
	Iteration 30Q: 3 clusters Score -6841118 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42149 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -6841158.000000 Penalty: 5424.483398
	Iteration 31Q: 3 clusters Score -6841158 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42466 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -6841192.000000 Penalty: 5424.483398
	Iteration 32Q: 3 clusters Score -6841192 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42776 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -6841238.500000 Penalty: 5424.483398
	Iteration 33Q: 3 clusters Score -6841238 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -6841263.000000 Penalty: 5424.483398
	Iteration 34Q: 3 clusters Score -6841263 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43357 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -6841297.000000 Penalty: 5424.483398
	Iteration 35Q: 3 clusters Score -6841297 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43652 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -6841326.000000 Penalty: 5424.483398
	Iteration 36Q: 3 clusters Score -6841326 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43954 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -6841382.500000 Penalty: 5424.483398
	Iteration 37Q: 3 clusters Score -6841382 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44248 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -6841414.000000 Penalty: 5424.483398
	Iteration 38Q: 3 clusters Score -6841414 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44540 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -6841449.500000 Penalty: 5424.483398
	Iteration 39Q: 3 clusters Score -6841450 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44824 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -6841511.000000 Penalty: 5424.483398
	Iteration 40F: 3 clusters Score -6841511 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45114 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -6841555.500000 Penalty: 5424.483398
	Iteration 41Q: 3 clusters Score -6841556 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45381 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -6841605.500000 Penalty: 5424.483398
	Iteration 42Q: 3 clusters Score -6841606 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45637 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -6841650.500000 Penalty: 5424.483398
	Iteration 43Q: 3 clusters Score -6841650 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45908 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -6841705.500000 Penalty: 5424.483398
	Iteration 44Q: 3 clusters Score -6841706 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46193 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -6841777.500000 Penalty: 5424.483398
	Iteration 45Q: 3 clusters Score -6841778 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46477 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -6841822.000000 Penalty: 5424.483398
	Iteration 46Q: 3 clusters Score -6841822 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46773 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -6841869.000000 Penalty: 5424.483398
	Iteration 47Q: 3 clusters Score -6841869 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47044 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -6841919.500000 Penalty: 5424.483398
	Iteration 48Q: 3 clusters Score -6841920 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47332 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -6841980.000000 Penalty: 5424.483398
	Iteration 49Q: 3 clusters Score -6841980 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47621 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -6842040.000000 Penalty: 5424.483398
	Iteration 50Q: 3 clusters Score -6842040 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47904 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -6842101.000000 Penalty: 5424.483398
	Iteration 51Q: 3 clusters Score -6842101 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48207 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -6842183.500000 Penalty: 5424.483398
	Iteration 52Q: 3 clusters Score -6842184 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -6842242.500000 Penalty: 5424.483398
	Iteration 53Q: 3 clusters Score -6842242 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48755 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -6842273.500000 Penalty: 5424.483398
	Iteration 54Q: 3 clusters Score -6842274 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49041 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -6842345.500000 Penalty: 5424.483398
	Iteration 55Q: 3 clusters Score -6842346 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49321 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -6842386.500000 Penalty: 5424.483398
	Iteration 56Q: 3 clusters Score -6842386 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49611 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -6842470.500000 Penalty: 5424.483398
	Iteration 57Q: 3 clusters Score -6842470 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49907 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -6842560.000000 Penalty: 5424.483398
	Iteration 58Q: 3 clusters Score -6842560 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50207 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -6842658.000000 Penalty: 5424.483398
	Iteration 59Q: 3 clusters Score -6842658 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50504 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -6842737.000000 Penalty: 5424.483398
	Iteration 60F: 3 clusters Score -6842737 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50810 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -6842833.000000 Penalty: 5424.483398
	Iteration 61Q: 3 clusters Score -6842833 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51077 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -6842892.000000 Penalty: 5424.483398
	Iteration 62Q: 3 clusters Score -6842892 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51321 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -6842943.000000 Penalty: 5424.483398
	Iteration 63Q: 3 clusters Score -6842943 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51559 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -6842991.000000 Penalty: 5424.483398
	Iteration 64Q: 3 clusters Score -6842991 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51780 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -6843045.500000 Penalty: 5424.483398
	Iteration 65Q: 3 clusters Score -6843046 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52004 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -6843097.000000 Penalty: 5424.483398
	Iteration 66Q: 3 clusters Score -6843097 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52237 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -6843174.500000 Penalty: 5424.483398
	Iteration 67Q: 3 clusters Score -6843174 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52471 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -6843230.500000 Penalty: 5424.483398
	Iteration 68Q: 3 clusters Score -6843230 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52685 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -6843275.000000 Penalty: 5424.483398
	Iteration 69Q: 3 clusters Score -6843275 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52854 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -6843335.000000 Penalty: 5424.483398
	Iteration 70Q: 3 clusters Score -6843335 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52998 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -6843376.500000 Penalty: 5424.483398
	Iteration 71Q: 3 clusters Score -6843376 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53143 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -6843417.000000 Penalty: 5424.483398
	Iteration 72Q: 3 clusters Score -6843417 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53282 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -6843467.000000 Penalty: 5424.483398
	Iteration 73Q: 3 clusters Score -6843467 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53407 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -6843516.000000 Penalty: 5424.483398
	Iteration 74Q: 3 clusters Score -6843516 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53522 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -6843537.000000 Penalty: 5424.483398
	Iteration 75Q: 3 clusters Score -6843537 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53612 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -6843575.500000 Penalty: 5424.483398
	Iteration 76Q: 3 clusters Score -6843576 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53717 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -6843610.000000 Penalty: 5424.483398
	Iteration 77Q: 3 clusters Score -6843610 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53803 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -6843637.000000 Penalty: 5424.483398
	Iteration 78Q: 3 clusters Score -6843637 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53873 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -6843666.500000 Penalty: 5424.483398
	Iteration 79Q: 3 clusters Score -6843666 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53934 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -6843695.500000 Penalty: 5424.483398
	Iteration 80F: 3 clusters Score -6843696 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53985 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -6843700.000000 Penalty: 5424.483398
	Iteration 81Q: 3 clusters Score -6843700 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54034 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -6843705.500000 Penalty: 5424.483398
	Iteration 82Q: 3 clusters Score -6843706 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54075 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -6843726.500000 Penalty: 5424.483398
	Iteration 83Q: 3 clusters Score -6843726 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54118 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -6843736.000000 Penalty: 5424.483398
	Iteration 84Q: 3 clusters Score -6843736 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54165 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -6843750.500000 Penalty: 5424.483398
	Iteration 85Q: 3 clusters Score -6843750 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54197 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -6843759.000000 Penalty: 5424.483398
	Iteration 86Q: 3 clusters Score -6843759 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54219 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -6843779.500000 Penalty: 5424.483398
	Iteration 87Q: 3 clusters Score -6843780 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54235 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -6843771.500000 Penalty: 5424.483398
	Iteration 88Q: 3 clusters Score -6843772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54247 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -6843781.500000 Penalty: 5424.483398
	Iteration 89Q: 3 clusters Score -6843782 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54267 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -6843781.000000 Penalty: 5424.483398
	Iteration 90Q: 3 clusters Score -6843781 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54285 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -6843782.000000 Penalty: 5424.483398
	Iteration 91Q: 3 clusters Score -6843782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54302 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -6843791.500000 Penalty: 5424.483398
	Iteration 92Q: 3 clusters Score -6843792 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54323 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -6843802.500000 Penalty: 5424.483398
	Iteration 93Q: 3 clusters Score -6843802 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54349 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -6843805.000000 Penalty: 5424.483398
	Iteration 94Q: 3 clusters Score -6843805 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54366 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -6843808.500000 Penalty: 5424.483398
	Iteration 95Q: 3 clusters Score -6843808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54380 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -6843819.500000 Penalty: 5424.483398
	Iteration 96Q: 3 clusters Score -6843820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54392 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -6843821.500000 Penalty: 5424.483398
	Iteration 97Q: 3 clusters Score -6843822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54407 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -6843832.000000 Penalty: 5424.483398
	Iteration 98Q: 3 clusters Score -6843832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54418 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -6843834.000000 Penalty: 5424.483398
	Iteration 99Q: 3 clusters Score -6843834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54425 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -6843826.500000 Penalty: 5424.483398
	Iteration 100F: 3 clusters Score -6843826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54428 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -6843826.500000 Penalty: 5424.483398
	Iteration 101Q: 3 clusters Score -6843826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54432 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -6843825.500000 Penalty: 5424.483398
	Iteration 102Q: 3 clusters Score -6843826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54436 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -6843826.000000 Penalty: 5424.483398
	Iteration 103Q: 3 clusters Score -6843826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54439 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -6843824.000000 Penalty: 5424.483398
	Iteration 104Q: 3 clusters Score -6843824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54441 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -6843826.500000 Penalty: 5424.483398
	Iteration 105Q: 3 clusters Score -6843826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54444 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -6843830.500000 Penalty: 5424.483398
	Iteration 106Q: 3 clusters Score -6843830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54448 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -6843835.000000 Penalty: 5424.483398
	Iteration 107Q: 3 clusters Score -6843835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54451 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -6843835.000000 Penalty: 5424.483398
	Iteration 108Q: 3 clusters Score -6843835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54453 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -6843839.000000 Penalty: 5424.483398
	Iteration 109Q: 3 clusters Score -6843839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54456 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -6843837.500000 Penalty: 5424.483398
	Iteration 110Q: 3 clusters Score -6843838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54458 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -6843839.500000 Penalty: 5424.483398
	Iteration 111Q: 3 clusters Score -6843840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54458 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -6843836.500000 Penalty: 5424.483398
	Iteration 112Q: 3 clusters Score -6843836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54458 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -6843836.500000 Penalty: 5424.483398
	Iteration 113F: 3 clusters Score -6843836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (157863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157863 members 
Entering Unmasked Estep 
Score: -19232660.000000 Penalty: 2968.431641
	Iteration 0F: 2 clusters Score -1.923266e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78844 members 
Mstep: Class 2 contains 79019 members 
Entering Unmasked Estep 
Score: -19126572.000000 Penalty: 5936.863281
	Iteration 0F: 3 clusters Score -1.912657e+07 nChanged 75689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75203 members 
Mstep: Class 2 contains 82660 members 
Entering Unmasked Estep 
Score: -19171358.000000 Penalty: 5936.863281
	Iteration 1F: 3 clusters Score -1.917136e+07 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72615 members 
Mstep: Class 2 contains 85248 members 
Entering Unmasked Estep 
Score: -19173438.000000 Penalty: 5936.863281
	Iteration 2Q: 3 clusters Score -1.917344e+07 nChanged 7412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68559 members 
Mstep: Class 2 contains 89304 members 
Entering Unmasked Estep 
Score: -19176530.000000 Penalty: 5936.863281
	Iteration 3Q: 3 clusters Score -1.917653e+07 nChanged 9195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62576 members 
Mstep: Class 2 contains 95287 members 
Entering Unmasked Estep 
Score: -19181264.000000 Penalty: 5936.863281
	Iteration 4F: 3 clusters Score -1.918126e+07 nChanged 10959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54635 members 
Mstep: Class 2 contains 103228 members 
Entering Unmasked Estep 
Score: -19188260.000000 Penalty: 5936.863281
	Iteration 5F: 3 clusters Score -1.918826e+07 nChanged 11835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45272 members 
Mstep: Class 2 contains 112591 members 
Entering Unmasked Estep 
Score: -19196630.000000 Penalty: 5936.863281
	Iteration 6F: 3 clusters Score -1.919663e+07 nChanged 11264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35598 members 
Mstep: Class 2 contains 122265 members 
Entering Unmasked Estep 
Score: -19205064.000000 Penalty: 5936.863281
	Iteration 7F: 3 clusters Score -1.920506e+07 nChanged 9436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 130915 members 
Entering Unmasked Estep 
Score: -19212542.000000 Penalty: 5936.863281
	Iteration 8F: 3 clusters Score -1.921254e+07 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 137887 members 
Entering Unmasked Estep 
Score: -19218714.000000 Penalty: 5936.863281
	Iteration 9Q: 3 clusters Score -1.921871e+07 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 142978 members 
Entering Unmasked Estep 
Score: -19223392.000000 Penalty: 5936.863281
	Iteration 10Q: 3 clusters Score -1.922339e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 146188 members 
Entering Unmasked Estep 
Score: -19226656.000000 Penalty: 5936.863281
	Iteration 11Q: 3 clusters Score -1.922666e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 148039 members 
Entering Unmasked Estep 
Score: -19228616.000000 Penalty: 5936.863281
	Iteration 12Q: 3 clusters Score -1.922862e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 149128 members 
Entering Unmasked Estep 
Score: -19229804.000000 Penalty: 5936.863281
	Iteration 13Q: 3 clusters Score -1.92298e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 149856 members 
Entering Unmasked Estep 
Score: -19230502.000000 Penalty: 5936.863281
	Iteration 14Q: 3 clusters Score -1.92305e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 150437 members 
Entering Unmasked Estep 
Score: -19230924.000000 Penalty: 5936.863281
	Iteration 15Q: 3 clusters Score -1.923092e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 150860 members 
Entering Unmasked Estep 
Score: -19231078.000000 Penalty: 5936.863281
	Iteration 16Q: 3 clusters Score -1.923108e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 151198 members 
Entering Unmasked Estep 
Score: -19231238.000000 Penalty: 5936.863281
	Iteration 17Q: 3 clusters Score -1.923124e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 151465 members 
Entering Unmasked Estep 
Score: -19231296.000000 Penalty: 5936.863281
	Iteration 18Q: 3 clusters Score -1.92313e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 151696 members 
Entering Unmasked Estep 
Score: -19231328.000000 Penalty: 5936.863281
	Iteration 19Q: 3 clusters Score -1.923133e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 151882 members 
Entering Unmasked Estep 
Score: -19231350.000000 Penalty: 5936.863281
	Iteration 20F: 3 clusters Score -1.923135e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 152020 members 
Entering Unmasked Estep 
Score: -19231398.000000 Penalty: 5936.863281
	Iteration 21Q: 3 clusters Score -1.92314e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 152157 members 
Entering Unmasked Estep 
Score: -19231378.000000 Penalty: 5936.863281
	Iteration 22Q: 3 clusters Score -1.923138e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 152273 members 
Entering Unmasked Estep 
Score: -19231418.000000 Penalty: 5936.863281
	Iteration 23Q: 3 clusters Score -1.923142e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 152376 members 
Entering Unmasked Estep 
Score: -19231422.000000 Penalty: 5936.863281
	Iteration 24Q: 3 clusters Score -1.923142e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 152473 members 
Entering Unmasked Estep 
Score: -19231458.000000 Penalty: 5936.863281
	Iteration 25Q: 3 clusters Score -1.923146e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 152556 members 
Entering Unmasked Estep 
Score: -19231484.000000 Penalty: 5936.863281
	Iteration 26Q: 3 clusters Score -1.923148e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 152629 members 
Entering Unmasked Estep 
Score: -19231490.000000 Penalty: 5936.863281
	Iteration 27Q: 3 clusters Score -1.923149e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 152701 members 
Entering Unmasked Estep 
Score: -19231482.000000 Penalty: 5936.863281
	Iteration 28Q: 3 clusters Score -1.923148e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 152772 members 
Entering Unmasked Estep 
Score: -19231494.000000 Penalty: 5936.863281
	Iteration 29Q: 3 clusters Score -1.923149e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 152846 members 
Entering Unmasked Estep 
Score: -19231526.000000 Penalty: 5936.863281
	Iteration 30Q: 3 clusters Score -1.923153e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 152901 members 
Entering Unmasked Estep 
Score: -19231514.000000 Penalty: 5936.863281
	Iteration 31Q: 3 clusters Score -1.923151e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 152957 members 
Entering Unmasked Estep 
Score: -19231496.000000 Penalty: 5936.863281
	Iteration 32Q: 3 clusters Score -1.92315e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 153010 members 
Entering Unmasked Estep 
Score: -19231526.000000 Penalty: 5936.863281
	Iteration 33Q: 3 clusters Score -1.923153e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 153049 members 
Entering Unmasked Estep 
Score: -19231526.000000 Penalty: 5936.863281
	Iteration 34Q: 3 clusters Score -1.923153e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 153090 members 
Entering Unmasked Estep 
Score: -19231522.000000 Penalty: 5936.863281
	Iteration 35Q: 3 clusters Score -1.923152e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 153116 members 
Entering Unmasked Estep 
Score: -19231516.000000 Penalty: 5936.863281
	Iteration 36Q: 3 clusters Score -1.923152e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 153152 members 
Entering Unmasked Estep 
Score: -19231524.000000 Penalty: 5936.863281
	Iteration 37Q: 3 clusters Score -1.923152e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 153184 members 
Entering Unmasked Estep 
Score: -19231512.000000 Penalty: 5936.863281
	Iteration 38Q: 3 clusters Score -1.923151e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 153213 members 
Entering Unmasked Estep 
Score: -19231506.000000 Penalty: 5936.863281
	Iteration 39Q: 3 clusters Score -1.923151e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 153240 members 
Entering Unmasked Estep 
Score: -19231512.000000 Penalty: 5936.863281
	Iteration 40F: 3 clusters Score -1.923151e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 153266 members 
Entering Unmasked Estep 
Score: -19231522.000000 Penalty: 5936.863281
	Iteration 41Q: 3 clusters Score -1.923152e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 153295 members 
Entering Unmasked Estep 
Score: -19231524.000000 Penalty: 5936.863281
	Iteration 42Q: 3 clusters Score -1.923152e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 153313 members 
Entering Unmasked Estep 
Score: -19231512.000000 Penalty: 5936.863281
	Iteration 43Q: 3 clusters Score -1.923151e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 153331 members 
Entering Unmasked Estep 
Score: -19231506.000000 Penalty: 5936.863281
	Iteration 44Q: 3 clusters Score -1.923151e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 153343 members 
Entering Unmasked Estep 
Score: -19231510.000000 Penalty: 5936.863281
	Iteration 45Q: 3 clusters Score -1.923151e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 153354 members 
Entering Unmasked Estep 
Score: -19231506.000000 Penalty: 5936.863281
	Iteration 46Q: 3 clusters Score -1.923151e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 153364 members 
Entering Unmasked Estep 
Score: -19231522.000000 Penalty: 5936.863281
	Iteration 47Q: 3 clusters Score -1.923152e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 153368 members 
Entering Unmasked Estep 
Score: -19231526.000000 Penalty: 5936.863281
	Iteration 48Q: 3 clusters Score -1.923153e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 153374 members 
Entering Unmasked Estep 
Score: -19231530.000000 Penalty: 5936.863281
	Iteration 49Q: 3 clusters Score -1.923153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 153377 members 
Entering Unmasked Estep 
Score: -19231536.000000 Penalty: 5936.863281
	Iteration 50Q: 3 clusters Score -1.923154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 153379 members 
Entering Unmasked Estep 
Score: -19231536.000000 Penalty: 5936.863281
	Iteration 51Q: 3 clusters Score -1.923154e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 153384 members 
Entering Unmasked Estep 
Score: -19231534.000000 Penalty: 5936.863281
	Iteration 52Q: 3 clusters Score -1.923153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 153385 members 
Entering Unmasked Estep 
Score: -19231530.000000 Penalty: 5936.863281
	Iteration 53Q: 3 clusters Score -1.923153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 153386 members 
Entering Unmasked Estep 
Score: -19231534.000000 Penalty: 5936.863281
	Iteration 54Q: 3 clusters Score -1.923153e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 153388 members 
Entering Unmasked Estep 
Score: -19231530.000000 Penalty: 5936.863281
	Iteration 55Q: 3 clusters Score -1.923153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 153391 members 
Entering Unmasked Estep 
Score: -19231534.000000 Penalty: 5936.863281
	Iteration 56Q: 3 clusters Score -1.923153e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 153393 members 
Entering Unmasked Estep 
Score: -19231532.000000 Penalty: 5936.863281
	Iteration 57Q: 3 clusters Score -1.923153e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 153397 members 
Entering Unmasked Estep 
Score: -19231528.000000 Penalty: 5936.863281
	Iteration 58Q: 3 clusters Score -1.923153e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 153399 members 
Entering Unmasked Estep 
Score: -19231526.000000 Penalty: 5936.863281
	Iteration 59Q: 3 clusters Score -1.923153e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 153403 members 
Entering Unmasked Estep 
Score: -19231530.000000 Penalty: 5936.863281
	Iteration 60F: 3 clusters Score -1.923153e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 153408 members 
Entering Unmasked Estep 
Score: -19231524.000000 Penalty: 5936.863281
	Iteration 61Q: 3 clusters Score -1.923152e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 153413 members 
Entering Unmasked Estep 
Score: -19231522.000000 Penalty: 5936.863281
	Iteration 62Q: 3 clusters Score -1.923152e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 153417 members 
Entering Unmasked Estep 
Score: -19231520.000000 Penalty: 5936.863281
	Iteration 63Q: 3 clusters Score -1.923152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 153418 members 
Entering Unmasked Estep 
Score: -19231524.000000 Penalty: 5936.863281
	Iteration 64Q: 3 clusters Score -1.923152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 153419 members 
Entering Unmasked Estep 
Score: -19231532.000000 Penalty: 5936.863281
	Iteration 65Q: 3 clusters Score -1.923153e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 153421 members 
Entering Unmasked Estep 
Score: -19231528.000000 Penalty: 5936.863281
	Iteration 66Q: 3 clusters Score -1.923153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 153422 members 
Entering Unmasked Estep 
Score: -19231524.000000 Penalty: 5936.863281
	Iteration 67Q: 3 clusters Score -1.923152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 153423 members 
Entering Unmasked Estep 
Score: -19231526.000000 Penalty: 5936.863281
	Iteration 68Q: 3 clusters Score -1.923153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 153424 members 
Entering Unmasked Estep 
Score: -19231520.000000 Penalty: 5936.863281
	Iteration 69Q: 3 clusters Score -1.923152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 153426 members 
Entering Unmasked Estep 
Score: -19231522.000000 Penalty: 5936.863281
	Iteration 70Q: 3 clusters Score -1.923152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 153427 members 
Entering Unmasked Estep 
Score: -19231518.000000 Penalty: 5936.863281
	Iteration 71Q: 3 clusters Score -1.923152e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 153427 members 
Entering Unmasked Estep 
Score: -19231518.000000 Penalty: 5936.863281
	Iteration 72F: 3 clusters Score -1.923152e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (236129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236129 members 
Entering Unmasked Estep 
Score: -29003994.000000 Penalty: 3068.289062
	Iteration 0F: 2 clusters Score -2.900399e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118093 members 
Mstep: Class 2 contains 118036 members 
Entering Unmasked Estep 
Score: -28853044.000000 Penalty: 6136.578125
	Iteration 0F: 3 clusters Score -2.885304e+07 nChanged 114165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120236 members 
Mstep: Class 2 contains 115893 members 
Entering Unmasked Estep 
Score: -28921128.000000 Penalty: 6136.578125
	Iteration 1F: 3 clusters Score -2.892113e+07 nChanged 6812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121556 members 
Mstep: Class 2 contains 114573 members 
Entering Unmasked Estep 
Score: -28923566.000000 Penalty: 6136.578125
	Iteration 2Q: 3 clusters Score -2.892357e+07 nChanged 7985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123213 members 
Mstep: Class 2 contains 112916 members 
Entering Unmasked Estep 
Score: -28926776.000000 Penalty: 6136.578125
	Iteration 3Q: 3 clusters Score -2.892678e+07 nChanged 9610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124875 members 
Mstep: Class 2 contains 111254 members 
Entering Unmasked Estep 
Score: -28931698.000000 Penalty: 6136.578125
	Iteration 4Q: 3 clusters Score -2.89317e+07 nChanged 11315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125916 members 
Mstep: Class 2 contains 110213 members 
Entering Unmasked Estep 
Score: -28938722.000000 Penalty: 6136.578125
	Iteration 5Q: 3 clusters Score -2.893872e+07 nChanged 13828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125526 members 
Mstep: Class 2 contains 110603 members 
Entering Unmasked Estep 
Score: -28948552.000000 Penalty: 6136.578125
	Iteration 6F: 3 clusters Score -2.894855e+07 nChanged 16830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122588 members 
Mstep: Class 2 contains 113541 members 
Entering Unmasked Estep 
Score: -28962816.000000 Penalty: 6136.578125
	Iteration 7F: 3 clusters Score -2.896282e+07 nChanged 18553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117685 members 
Mstep: Class 2 contains 118444 members 
Entering Unmasked Estep 
Score: -28978522.000000 Penalty: 6136.578125
	Iteration 8F: 3 clusters Score -2.897852e+07 nChanged 15962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112989 members 
Mstep: Class 2 contains 123140 members 
Entering Unmasked Estep 
Score: -28989050.000000 Penalty: 6136.578125
	Iteration 9F: 3 clusters Score -2.898905e+07 nChanged 10047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109694 members 
Mstep: Class 2 contains 126435 members 
Entering Unmasked Estep 
Score: -28993472.000000 Penalty: 6136.578125
	Iteration 10Q: 3 clusters Score -2.899347e+07 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107135 members 
Mstep: Class 2 contains 128994 members 
Entering Unmasked Estep 
Score: -28996134.000000 Penalty: 6136.578125
	Iteration 11Q: 3 clusters Score -2.899613e+07 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104854 members 
Mstep: Class 2 contains 131275 members 
Entering Unmasked Estep 
Score: -28998064.000000 Penalty: 6136.578125
	Iteration 12Q: 3 clusters Score -2.899806e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102902 members 
Mstep: Class 2 contains 133227 members 
Entering Unmasked Estep 
Score: -28999444.000000 Penalty: 6136.578125
	Iteration 13Q: 3 clusters Score -2.899944e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101294 members 
Mstep: Class 2 contains 134835 members 
Entering Unmasked Estep 
Score: -29000436.000000 Penalty: 6136.578125
	Iteration 14Q: 3 clusters Score -2.900044e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99910 members 
Mstep: Class 2 contains 136219 members 
Entering Unmasked Estep 
Score: -29000942.000000 Penalty: 6136.578125
	Iteration 15Q: 3 clusters Score -2.900094e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98684 members 
Mstep: Class 2 contains 137445 members 
Entering Unmasked Estep 
Score: -29001456.000000 Penalty: 6136.578125
	Iteration 16Q: 3 clusters Score -2.900146e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97558 members 
Mstep: Class 2 contains 138571 members 
Entering Unmasked Estep 
Score: -29001682.000000 Penalty: 6136.578125
	Iteration 17Q: 3 clusters Score -2.900168e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96489 members 
Mstep: Class 2 contains 139640 members 
Entering Unmasked Estep 
Score: -29001900.000000 Penalty: 6136.578125
	Iteration 18Q: 3 clusters Score -2.90019e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95441 members 
Mstep: Class 2 contains 140688 members 
Entering Unmasked Estep 
Score: -29002004.000000 Penalty: 6136.578125
	Iteration 19Q: 3 clusters Score -2.9002e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94390 members 
Mstep: Class 2 contains 141739 members 
Entering Unmasked Estep 
Score: -29002172.000000 Penalty: 6136.578125
	Iteration 20F: 3 clusters Score -2.900217e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93253 members 
Mstep: Class 2 contains 142876 members 
Entering Unmasked Estep 
Score: -29002258.000000 Penalty: 6136.578125
	Iteration 21Q: 3 clusters Score -2.900226e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92105 members 
Mstep: Class 2 contains 144024 members 
Entering Unmasked Estep 
Score: -29002410.000000 Penalty: 6136.578125
	Iteration 22Q: 3 clusters Score -2.900241e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90913 members 
Mstep: Class 2 contains 145216 members 
Entering Unmasked Estep 
Score: -29002592.000000 Penalty: 6136.578125
	Iteration 23Q: 3 clusters Score -2.900259e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89822 members 
Mstep: Class 2 contains 146307 members 
Entering Unmasked Estep 
Score: -29002622.000000 Penalty: 6136.578125
	Iteration 24Q: 3 clusters Score -2.900262e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88756 members 
Mstep: Class 2 contains 147373 members 
Entering Unmasked Estep 
Score: -29002794.000000 Penalty: 6136.578125
	Iteration 25Q: 3 clusters Score -2.900279e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87661 members 
Mstep: Class 2 contains 148468 members 
Entering Unmasked Estep 
Score: -29002936.000000 Penalty: 6136.578125
	Iteration 26Q: 3 clusters Score -2.900294e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86560 members 
Mstep: Class 2 contains 149569 members 
Entering Unmasked Estep 
Score: -29003042.000000 Penalty: 6136.578125
	Iteration 27Q: 3 clusters Score -2.900304e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85466 members 
Mstep: Class 2 contains 150663 members 
Entering Unmasked Estep 
Score: -29003162.000000 Penalty: 6136.578125
	Iteration 28Q: 3 clusters Score -2.900316e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84302 members 
Mstep: Class 2 contains 151827 members 
Entering Unmasked Estep 
Score: -29003280.000000 Penalty: 6136.578125
	Iteration 29Q: 3 clusters Score -2.900328e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83070 members 
Mstep: Class 2 contains 153059 members 
Entering Unmasked Estep 
Score: -29003434.000000 Penalty: 6136.578125
	Iteration 30Q: 3 clusters Score -2.900343e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81877 members 
Mstep: Class 2 contains 154252 members 
Entering Unmasked Estep 
Score: -29003618.000000 Penalty: 6136.578125
	Iteration 31Q: 3 clusters Score -2.900362e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80644 members 
Mstep: Class 2 contains 155485 members 
Entering Unmasked Estep 
Score: -29003706.000000 Penalty: 6136.578125
	Iteration 32Q: 3 clusters Score -2.900371e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79376 members 
Mstep: Class 2 contains 156753 members 
Entering Unmasked Estep 
Score: -29003822.000000 Penalty: 6136.578125
	Iteration 33Q: 3 clusters Score -2.900382e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78121 members 
Mstep: Class 2 contains 158008 members 
Entering Unmasked Estep 
Score: -29003992.000000 Penalty: 6136.578125
	Iteration 34Q: 3 clusters Score -2.900399e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76809 members 
Mstep: Class 2 contains 159320 members 
Entering Unmasked Estep 
Score: -29004190.000000 Penalty: 6136.578125
	Iteration 35Q: 3 clusters Score -2.900419e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75523 members 
Mstep: Class 2 contains 160606 members 
Entering Unmasked Estep 
Score: -29004342.000000 Penalty: 6136.578125
	Iteration 36Q: 3 clusters Score -2.900434e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74232 members 
Mstep: Class 2 contains 161897 members 
Entering Unmasked Estep 
Score: -29004532.000000 Penalty: 6136.578125
	Iteration 37Q: 3 clusters Score -2.900453e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72919 members 
Mstep: Class 2 contains 163210 members 
Entering Unmasked Estep 
Score: -29004772.000000 Penalty: 6136.578125
	Iteration 38Q: 3 clusters Score -2.900477e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71577 members 
Mstep: Class 2 contains 164552 members 
Entering Unmasked Estep 
Score: -29004918.000000 Penalty: 6136.578125
	Iteration 39Q: 3 clusters Score -2.900492e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70253 members 
Mstep: Class 2 contains 165876 members 
Entering Unmasked Estep 
Score: -29005218.000000 Penalty: 6136.578125
	Iteration 40F: 3 clusters Score -2.900522e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68909 members 
Mstep: Class 2 contains 167220 members 
Entering Unmasked Estep 
Score: -29005340.000000 Penalty: 6136.578125
	Iteration 41Q: 3 clusters Score -2.900534e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67524 members 
Mstep: Class 2 contains 168605 members 
Entering Unmasked Estep 
Score: -29005456.000000 Penalty: 6136.578125
	Iteration 42Q: 3 clusters Score -2.900546e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66154 members 
Mstep: Class 2 contains 169975 members 
Entering Unmasked Estep 
Score: -29005706.000000 Penalty: 6136.578125
	Iteration 43Q: 3 clusters Score -2.900571e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64689 members 
Mstep: Class 2 contains 171440 members 
Entering Unmasked Estep 
Score: -29005952.000000 Penalty: 6136.578125
	Iteration 44Q: 3 clusters Score -2.900595e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63175 members 
Mstep: Class 2 contains 172954 members 
Entering Unmasked Estep 
Score: -29005972.000000 Penalty: 6136.578125
	Iteration 45Q: 3 clusters Score -2.900597e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61500 members 
Mstep: Class 2 contains 174629 members 
Entering Unmasked Estep 
Score: -29006070.000000 Penalty: 6136.578125
	Iteration 46Q: 3 clusters Score -2.900607e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59730 members 
Mstep: Class 2 contains 176399 members 
Entering Unmasked Estep 
Score: -29006076.000000 Penalty: 6136.578125
	Iteration 47Q: 3 clusters Score -2.900608e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57905 members 
Mstep: Class 2 contains 178224 members 
Entering Unmasked Estep 
Score: -29006198.000000 Penalty: 6136.578125
	Iteration 48Q: 3 clusters Score -2.90062e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55968 members 
Mstep: Class 2 contains 180161 members 
Entering Unmasked Estep 
Score: -29006406.000000 Penalty: 6136.578125
	Iteration 49Q: 3 clusters Score -2.900641e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53913 members 
Mstep: Class 2 contains 182216 members 
Entering Unmasked Estep 
Score: -29006530.000000 Penalty: 6136.578125
	Iteration 50Q: 3 clusters Score -2.900653e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51679 members 
Mstep: Class 2 contains 184450 members 
Entering Unmasked Estep 
Score: -29006386.000000 Penalty: 6136.578125
	Iteration 51Q: 3 clusters Score -2.900639e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49330 members 
Mstep: Class 2 contains 186799 members 
Entering Unmasked Estep 
Score: -29006444.000000 Penalty: 6136.578125
	Iteration 52Q: 3 clusters Score -2.900644e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46994 members 
Mstep: Class 2 contains 189135 members 
Entering Unmasked Estep 
Score: -29006512.000000 Penalty: 6136.578125
	Iteration 53Q: 3 clusters Score -2.900651e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44625 members 
Mstep: Class 2 contains 191504 members 
Entering Unmasked Estep 
Score: -29006314.000000 Penalty: 6136.578125
	Iteration 54Q: 3 clusters Score -2.900631e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42370 members 
Mstep: Class 2 contains 193759 members 
Entering Unmasked Estep 
Score: -29006240.000000 Penalty: 6136.578125
	Iteration 55Q: 3 clusters Score -2.900624e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40248 members 
Mstep: Class 2 contains 195881 members 
Entering Unmasked Estep 
Score: -29006148.000000 Penalty: 6136.578125
	Iteration 56Q: 3 clusters Score -2.900615e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38241 members 
Mstep: Class 2 contains 197888 members 
Entering Unmasked Estep 
Score: -29006026.000000 Penalty: 6136.578125
	Iteration 57Q: 3 clusters Score -2.900603e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36284 members 
Mstep: Class 2 contains 199845 members 
Entering Unmasked Estep 
Score: -29006018.000000 Penalty: 6136.578125
	Iteration 58Q: 3 clusters Score -2.900602e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 201759 members 
Entering Unmasked Estep 
Score: -29006008.000000 Penalty: 6136.578125
	Iteration 59Q: 3 clusters Score -2.900601e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 203690 members 
Entering Unmasked Estep 
Score: -29005990.000000 Penalty: 6136.578125
	Iteration 60F: 3 clusters Score -2.900599e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30598 members 
Mstep: Class 2 contains 205531 members 
Entering Unmasked Estep 
Score: -29005930.000000 Penalty: 6136.578125
	Iteration 61Q: 3 clusters Score -2.900593e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 207288 members 
Entering Unmasked Estep 
Score: -29005910.000000 Penalty: 6136.578125
	Iteration 62Q: 3 clusters Score -2.900591e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27205 members 
Mstep: Class 2 contains 208924 members 
Entering Unmasked Estep 
Score: -29005834.000000 Penalty: 6136.578125
	Iteration 63Q: 3 clusters Score -2.900583e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 210482 members 
Entering Unmasked Estep 
Score: -29005744.000000 Penalty: 6136.578125
	Iteration 64Q: 3 clusters Score -2.900574e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 211872 members 
Entering Unmasked Estep 
Score: -29005712.000000 Penalty: 6136.578125
	Iteration 65Q: 3 clusters Score -2.900571e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 213177 members 
Entering Unmasked Estep 
Score: -29005690.000000 Penalty: 6136.578125
	Iteration 66Q: 3 clusters Score -2.900569e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 214457 members 
Entering Unmasked Estep 
Score: -29005692.000000 Penalty: 6136.578125
	Iteration 67Q: 3 clusters Score -2.900569e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 215717 members 
Entering Unmasked Estep 
Score: -29005752.000000 Penalty: 6136.578125
	Iteration 68Q: 3 clusters Score -2.900575e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 216848 members 
Entering Unmasked Estep 
Score: -29005618.000000 Penalty: 6136.578125
	Iteration 69Q: 3 clusters Score -2.900562e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 217873 members 
Entering Unmasked Estep 
Score: -29005440.000000 Penalty: 6136.578125
	Iteration 70Q: 3 clusters Score -2.900544e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 218831 members 
Entering Unmasked Estep 
Score: -29005280.000000 Penalty: 6136.578125
	Iteration 71Q: 3 clusters Score -2.900528e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 219768 members 
Entering Unmasked Estep 
Score: -29005204.000000 Penalty: 6136.578125
	Iteration 72Q: 3 clusters Score -2.90052e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 220654 members 
Entering Unmasked Estep 
Score: -29005302.000000 Penalty: 6136.578125
	Iteration 73Q: 3 clusters Score -2.90053e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 221445 members 
Entering Unmasked Estep 
Score: -29005238.000000 Penalty: 6136.578125
	Iteration 74Q: 3 clusters Score -2.900524e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 222183 members 
Entering Unmasked Estep 
Score: -29005228.000000 Penalty: 6136.578125
	Iteration 75Q: 3 clusters Score -2.900523e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 222837 members 
Entering Unmasked Estep 
Score: -29005128.000000 Penalty: 6136.578125
	Iteration 76Q: 3 clusters Score -2.900513e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 223392 members 
Entering Unmasked Estep 
Score: -29005086.000000 Penalty: 6136.578125
	Iteration 77Q: 3 clusters Score -2.900509e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 223861 members 
Entering Unmasked Estep 
Score: -29005102.000000 Penalty: 6136.578125
	Iteration 78Q: 3 clusters Score -2.90051e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 224307 members 
Entering Unmasked Estep 
Score: -29004986.000000 Penalty: 6136.578125
	Iteration 79Q: 3 clusters Score -2.900499e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 224712 members 
Entering Unmasked Estep 
Score: -29004990.000000 Penalty: 6136.578125
	Iteration 80F: 3 clusters Score -2.900499e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 225059 members 
Entering Unmasked Estep 
Score: -29005010.000000 Penalty: 6136.578125
	Iteration 81Q: 3 clusters Score -2.900501e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 225362 members 
Entering Unmasked Estep 
Score: -29005002.000000 Penalty: 6136.578125
	Iteration 82Q: 3 clusters Score -2.9005e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 225641 members 
Entering Unmasked Estep 
Score: -29004976.000000 Penalty: 6136.578125
	Iteration 83Q: 3 clusters Score -2.900498e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 225890 members 
Entering Unmasked Estep 
Score: -29004936.000000 Penalty: 6136.578125
	Iteration 84Q: 3 clusters Score -2.900494e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 226121 members 
Entering Unmasked Estep 
Score: -29004894.000000 Penalty: 6136.578125
	Iteration 85Q: 3 clusters Score -2.900489e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 226343 members 
Entering Unmasked Estep 
Score: -29004790.000000 Penalty: 6136.578125
	Iteration 86Q: 3 clusters Score -2.900479e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 226527 members 
Entering Unmasked Estep 
Score: -29004774.000000 Penalty: 6136.578125
	Iteration 87Q: 3 clusters Score -2.900477e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 226692 members 
Entering Unmasked Estep 
Score: -29004744.000000 Penalty: 6136.578125
	Iteration 88Q: 3 clusters Score -2.900474e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 226847 members 
Entering Unmasked Estep 
Score: -29004732.000000 Penalty: 6136.578125
	Iteration 89Q: 3 clusters Score -2.900473e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 227000 members 
Entering Unmasked Estep 
Score: -29004660.000000 Penalty: 6136.578125
	Iteration 90Q: 3 clusters Score -2.900466e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 227143 members 
Entering Unmasked Estep 
Score: -29004632.000000 Penalty: 6136.578125
	Iteration 91Q: 3 clusters Score -2.900463e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 227262 members 
Entering Unmasked Estep 
Score: -29004614.000000 Penalty: 6136.578125
	Iteration 92Q: 3 clusters Score -2.900461e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 227366 members 
Entering Unmasked Estep 
Score: -29004606.000000 Penalty: 6136.578125
	Iteration 93Q: 3 clusters Score -2.900461e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 227459 members 
Entering Unmasked Estep 
Score: -29004628.000000 Penalty: 6136.578125
	Iteration 94Q: 3 clusters Score -2.900463e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 227556 members 
Entering Unmasked Estep 
Score: -29004640.000000 Penalty: 6136.578125
	Iteration 95Q: 3 clusters Score -2.900464e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 227632 members 
Entering Unmasked Estep 
Score: -29004598.000000 Penalty: 6136.578125
	Iteration 96Q: 3 clusters Score -2.90046e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 227696 members 
Entering Unmasked Estep 
Score: -29004574.000000 Penalty: 6136.578125
	Iteration 97Q: 3 clusters Score -2.900457e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 227747 members 
Entering Unmasked Estep 
Score: -29004578.000000 Penalty: 6136.578125
	Iteration 98Q: 3 clusters Score -2.900458e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 227808 members 
Entering Unmasked Estep 
Score: -29004554.000000 Penalty: 6136.578125
	Iteration 99Q: 3 clusters Score -2.900455e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 227865 members 
Entering Unmasked Estep 
Score: -29004554.000000 Penalty: 6136.578125
	Iteration 100F: 3 clusters Score -2.900455e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 227930 members 
Entering Unmasked Estep 
Score: -29004516.000000 Penalty: 6136.578125
	Iteration 101Q: 3 clusters Score -2.900452e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 227995 members 
Entering Unmasked Estep 
Score: -29004468.000000 Penalty: 6136.578125
	Iteration 102Q: 3 clusters Score -2.900447e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 228056 members 
Entering Unmasked Estep 
Score: -29004438.000000 Penalty: 6136.578125
	Iteration 103Q: 3 clusters Score -2.900444e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 228125 members 
Entering Unmasked Estep 
Score: -29004432.000000 Penalty: 6136.578125
	Iteration 104Q: 3 clusters Score -2.900443e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 228187 members 
Entering Unmasked Estep 
Score: -29004434.000000 Penalty: 6136.578125
	Iteration 105Q: 3 clusters Score -2.900443e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 228256 members 
Entering Unmasked Estep 
Score: -29004428.000000 Penalty: 6136.578125
	Iteration 106Q: 3 clusters Score -2.900443e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 228312 members 
Entering Unmasked Estep 
Score: -29004460.000000 Penalty: 6136.578125
	Iteration 107Q: 3 clusters Score -2.900446e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 228366 members 
Entering Unmasked Estep 
Score: -29004454.000000 Penalty: 6136.578125
	Iteration 108Q: 3 clusters Score -2.900445e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 228413 members 
Entering Unmasked Estep 
Score: -29004500.000000 Penalty: 6136.578125
	Iteration 109Q: 3 clusters Score -2.90045e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 228452 members 
Entering Unmasked Estep 
Score: -29004458.000000 Penalty: 6136.578125
	Iteration 110Q: 3 clusters Score -2.900446e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 228502 members 
Entering Unmasked Estep 
Score: -29004478.000000 Penalty: 6136.578125
	Iteration 111Q: 3 clusters Score -2.900448e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 228545 members 
Entering Unmasked Estep 
Score: -29004534.000000 Penalty: 6136.578125
	Iteration 112Q: 3 clusters Score -2.900453e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 228587 members 
Entering Unmasked Estep 
Score: -29004504.000000 Penalty: 6136.578125
	Iteration 113Q: 3 clusters Score -2.90045e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 228625 members 
Entering Unmasked Estep 
Score: -29004516.000000 Penalty: 6136.578125
	Iteration 114Q: 3 clusters Score -2.900452e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 228668 members 
Entering Unmasked Estep 
Score: -29004512.000000 Penalty: 6136.578125
	Iteration 115Q: 3 clusters Score -2.900451e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 228706 members 
Entering Unmasked Estep 
Score: -29004514.000000 Penalty: 6136.578125
	Iteration 116Q: 3 clusters Score -2.900451e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 228745 members 
Entering Unmasked Estep 
Score: -29004536.000000 Penalty: 6136.578125
	Iteration 117Q: 3 clusters Score -2.900454e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 228768 members 
Entering Unmasked Estep 
Score: -29004514.000000 Penalty: 6136.578125
	Iteration 118Q: 3 clusters Score -2.900451e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 228800 members 
Entering Unmasked Estep 
Score: -29004504.000000 Penalty: 6136.578125
	Iteration 119Q: 3 clusters Score -2.90045e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 228823 members 
Entering Unmasked Estep 
Score: -29004464.000000 Penalty: 6136.578125
	Iteration 120F: 3 clusters Score -2.900446e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 228843 members 
Entering Unmasked Estep 
Score: -29004466.000000 Penalty: 6136.578125
	Iteration 121Q: 3 clusters Score -2.900447e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 228858 members 
Entering Unmasked Estep 
Score: -29004516.000000 Penalty: 6136.578125
	Iteration 122Q: 3 clusters Score -2.900452e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 228869 members 
Entering Unmasked Estep 
Score: -29004494.000000 Penalty: 6136.578125
	Iteration 123Q: 3 clusters Score -2.900449e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 228883 members 
Entering Unmasked Estep 
Score: -29004492.000000 Penalty: 6136.578125
	Iteration 124Q: 3 clusters Score -2.900449e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 228900 members 
Entering Unmasked Estep 
Score: -29004498.000000 Penalty: 6136.578125
	Iteration 125Q: 3 clusters Score -2.90045e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 228910 members 
Entering Unmasked Estep 
Score: -29004526.000000 Penalty: 6136.578125
	Iteration 126Q: 3 clusters Score -2.900453e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 228921 members 
Entering Unmasked Estep 
Score: -29004524.000000 Penalty: 6136.578125
	Iteration 127Q: 3 clusters Score -2.900452e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 228930 members 
Entering Unmasked Estep 
Score: -29004526.000000 Penalty: 6136.578125
	Iteration 128Q: 3 clusters Score -2.900453e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 228941 members 
Entering Unmasked Estep 
Score: -29004522.000000 Penalty: 6136.578125
	Iteration 129Q: 3 clusters Score -2.900452e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 228948 members 
Entering Unmasked Estep 
Score: -29004514.000000 Penalty: 6136.578125
	Iteration 130Q: 3 clusters Score -2.900451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 228953 members 
Entering Unmasked Estep 
Score: -29004528.000000 Penalty: 6136.578125
	Iteration 131Q: 3 clusters Score -2.900453e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 228961 members 
Entering Unmasked Estep 
Score: -29004526.000000 Penalty: 6136.578125
	Iteration 132Q: 3 clusters Score -2.900453e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 228971 members 
Entering Unmasked Estep 
Score: -29004520.000000 Penalty: 6136.578125
	Iteration 133Q: 3 clusters Score -2.900452e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 228979 members 
Entering Unmasked Estep 
Score: -29004518.000000 Penalty: 6136.578125
	Iteration 134Q: 3 clusters Score -2.900452e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 228988 members 
Entering Unmasked Estep 
Score: -29004518.000000 Penalty: 6136.578125
	Iteration 135Q: 3 clusters Score -2.900452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 228991 members 
Entering Unmasked Estep 
Score: -29004522.000000 Penalty: 6136.578125
	Iteration 136Q: 3 clusters Score -2.900452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 228993 members 
Entering Unmasked Estep 
Score: -29004516.000000 Penalty: 6136.578125
	Iteration 137Q: 3 clusters Score -2.900452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 228995 members 
Entering Unmasked Estep 
Score: -29004514.000000 Penalty: 6136.578125
	Iteration 138Q: 3 clusters Score -2.900451e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 229001 members 
Entering Unmasked Estep 
Score: -29004496.000000 Penalty: 6136.578125
	Iteration 139Q: 3 clusters Score -2.90045e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 229002 members 
Entering Unmasked Estep 
Score: -29004506.000000 Penalty: 6136.578125
	Iteration 140F: 3 clusters Score -2.900451e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 260 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 11618 members 
Mstep: Class 3 contains 15060 members 
Mstep: Class 4 contains 6786 members 
Mstep: Class 5 contains 42285 members 
Mstep: Class 6 contains 6202 members 
Mstep: Class 7 contains 7178 members 
Mstep: Class 8 contains 196717 members 
Mstep: Class 9 contains 1591 members 
Mstep: Class 10 contains 27987 members 
Mstep: Class 11 contains 17627 members 
Mstep: Class 12 contains 17022 members 
Mstep: Class 13 contains 56188 members 
Mstep: Class 14 contains 157863 members 
Mstep: Class 15 contains 7127 members 
Mstep: Class 16 contains 90149 members 
Mstep: Class 17 contains 48402 members 
Mstep: Class 18 contains 9045 members 
Mstep: Class 19 contains 15703 members 
Mstep: Class 20 contains 12171 members 
Mstep: Class 21 contains 176594 members 
Mstep: Class 22 contains 28689 members 
Mstep: Class 23 contains 38798 members 
Mstep: Class 24 contains 82682 members 
Mstep: Class 25 contains 24044 members 
Mstep: Class 26 contains 12396 members 
Mstep: Class 27 contains 318035 members 
Mstep: Class 28 contains 208483 members 
Mstep: Class 29 contains 1107 members 
Mstep: Class 30 contains 16172 members 
Mstep: Class 31 contains 8955 members 
Mstep: Class 32 contains 84063 members 
Mstep: Class 33 contains 896 members 
Mstep: Class 34 contains 229002 members 
Entering Unmasked Estep 
Score: -235414048.000000 Penalty: 122295.437500
Splitting cluster 15 changes total score from -235410752.000000 to -235414048.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 16 (90149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90149 members 
Entering Unmasked Estep 
Score: -10966485.000000 Penalty: 2829.486328
	Iteration 0F: 2 clusters Score -1.096648e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45244 members 
Mstep: Class 2 contains 44905 members 
Entering Unmasked Estep 
Score: -10906247.000000 Penalty: 5658.972656
	Iteration 0F: 3 clusters Score -1.090625e+07 nChanged 42429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45963 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -10931637.000000 Penalty: 5658.972656
	Iteration 1F: 3 clusters Score -1.093164e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45848 members 
Mstep: Class 2 contains 44301 members 
Entering Unmasked Estep 
Score: -10934155.000000 Penalty: 5658.972656
	Iteration 2Q: 3 clusters Score -1.093416e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45079 members 
Mstep: Class 2 contains 45070 members 
Entering Unmasked Estep 
Score: -10937299.000000 Penalty: 5658.972656
	Iteration 3F: 3 clusters Score -1.09373e+07 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43412 members 
Mstep: Class 2 contains 46737 members 
Entering Unmasked Estep 
Score: -10941544.000000 Penalty: 5658.972656
	Iteration 4F: 3 clusters Score -1.094154e+07 nChanged 6905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41141 members 
Mstep: Class 2 contains 49008 members 
Entering Unmasked Estep 
Score: -10946183.000000 Penalty: 5658.972656
	Iteration 5F: 3 clusters Score -1.094618e+07 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38682 members 
Mstep: Class 2 contains 51467 members 
Entering Unmasked Estep 
Score: -10950414.000000 Penalty: 5658.972656
	Iteration 6F: 3 clusters Score -1.095041e+07 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 53654 members 
Entering Unmasked Estep 
Score: -10953678.000000 Penalty: 5658.972656
	Iteration 7F: 3 clusters Score -1.095368e+07 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34719 members 
Mstep: Class 2 contains 55430 members 
Entering Unmasked Estep 
Score: -10955987.000000 Penalty: 5658.972656
	Iteration 8Q: 3 clusters Score -1.095599e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33291 members 
Mstep: Class 2 contains 56858 members 
Entering Unmasked Estep 
Score: -10957414.000000 Penalty: 5658.972656
	Iteration 9Q: 3 clusters Score -1.095741e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31968 members 
Mstep: Class 2 contains 58181 members 
Entering Unmasked Estep 
Score: -10958361.000000 Penalty: 5658.972656
	Iteration 10Q: 3 clusters Score -1.095836e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30737 members 
Mstep: Class 2 contains 59412 members 
Entering Unmasked Estep 
Score: -10958946.000000 Penalty: 5658.972656
	Iteration 11Q: 3 clusters Score -1.095895e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29564 members 
Mstep: Class 2 contains 60585 members 
Entering Unmasked Estep 
Score: -10959398.000000 Penalty: 5658.972656
	Iteration 12Q: 3 clusters Score -1.09594e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 61793 members 
Entering Unmasked Estep 
Score: -10959818.000000 Penalty: 5658.972656
	Iteration 13Q: 3 clusters Score -1.095982e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 63010 members 
Entering Unmasked Estep 
Score: -10960148.000000 Penalty: 5658.972656
	Iteration 14Q: 3 clusters Score -1.096015e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 64217 members 
Entering Unmasked Estep 
Score: -10960496.000000 Penalty: 5658.972656
	Iteration 15Q: 3 clusters Score -1.09605e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 65364 members 
Entering Unmasked Estep 
Score: -10960829.000000 Penalty: 5658.972656
	Iteration 16Q: 3 clusters Score -1.096083e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 66515 members 
Entering Unmasked Estep 
Score: -10961137.000000 Penalty: 5658.972656
	Iteration 17Q: 3 clusters Score -1.096114e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 67612 members 
Entering Unmasked Estep 
Score: -10961421.000000 Penalty: 5658.972656
	Iteration 18Q: 3 clusters Score -1.096142e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 68655 members 
Entering Unmasked Estep 
Score: -10961708.000000 Penalty: 5658.972656
	Iteration 19Q: 3 clusters Score -1.096171e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 69666 members 
Entering Unmasked Estep 
Score: -10961942.000000 Penalty: 5658.972656
	Iteration 20F: 3 clusters Score -1.096194e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 70697 members 
Entering Unmasked Estep 
Score: -10962233.000000 Penalty: 5658.972656
	Iteration 21Q: 3 clusters Score -1.096223e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 71728 members 
Entering Unmasked Estep 
Score: -10962574.000000 Penalty: 5658.972656
	Iteration 22Q: 3 clusters Score -1.096257e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 72740 members 
Entering Unmasked Estep 
Score: -10962927.000000 Penalty: 5658.972656
	Iteration 23Q: 3 clusters Score -1.096293e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 73719 members 
Entering Unmasked Estep 
Score: -10963271.000000 Penalty: 5658.972656
	Iteration 24Q: 3 clusters Score -1.096327e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 74653 members 
Entering Unmasked Estep 
Score: -10963627.000000 Penalty: 5658.972656
	Iteration 25Q: 3 clusters Score -1.096363e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 75565 members 
Entering Unmasked Estep 
Score: -10963933.000000 Penalty: 5658.972656
	Iteration 26Q: 3 clusters Score -1.096393e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 76460 members 
Entering Unmasked Estep 
Score: -10964308.000000 Penalty: 5658.972656
	Iteration 27Q: 3 clusters Score -1.096431e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 77320 members 
Entering Unmasked Estep 
Score: -10964726.000000 Penalty: 5658.972656
	Iteration 28Q: 3 clusters Score -1.096473e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 78139 members 
Entering Unmasked Estep 
Score: -10965138.000000 Penalty: 5658.972656
	Iteration 29Q: 3 clusters Score -1.096514e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 78912 members 
Entering Unmasked Estep 
Score: -10965539.000000 Penalty: 5658.972656
	Iteration 30Q: 3 clusters Score -1.096554e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 79609 members 
Entering Unmasked Estep 
Score: -10965816.000000 Penalty: 5658.972656
	Iteration 31Q: 3 clusters Score -1.096582e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 80232 members 
Entering Unmasked Estep 
Score: -10966102.000000 Penalty: 5658.972656
	Iteration 32Q: 3 clusters Score -1.09661e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 80801 members 
Entering Unmasked Estep 
Score: -10966379.000000 Penalty: 5658.972656
	Iteration 33Q: 3 clusters Score -1.096638e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 81336 members 
Entering Unmasked Estep 
Score: -10966565.000000 Penalty: 5658.972656
	Iteration 34Q: 3 clusters Score -1.096656e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 81807 members 
Entering Unmasked Estep 
Score: -10966801.000000 Penalty: 5658.972656
	Iteration 35Q: 3 clusters Score -1.09668e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 82220 members 
Entering Unmasked Estep 
Score: -10966929.000000 Penalty: 5658.972656
	Iteration 36Q: 3 clusters Score -1.096693e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 82566 members 
Entering Unmasked Estep 
Score: -10967080.000000 Penalty: 5658.972656
	Iteration 37Q: 3 clusters Score -1.096708e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 82869 members 
Entering Unmasked Estep 
Score: -10967171.000000 Penalty: 5658.972656
	Iteration 38Q: 3 clusters Score -1.096717e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 83119 members 
Entering Unmasked Estep 
Score: -10967263.000000 Penalty: 5658.972656
	Iteration 39Q: 3 clusters Score -1.096726e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 83329 members 
Entering Unmasked Estep 
Score: -10967312.000000 Penalty: 5658.972656
	Iteration 40F: 3 clusters Score -1.096731e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 83502 members 
Entering Unmasked Estep 
Score: -10967372.000000 Penalty: 5658.972656
	Iteration 41Q: 3 clusters Score -1.096737e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 83664 members 
Entering Unmasked Estep 
Score: -10967388.000000 Penalty: 5658.972656
	Iteration 42Q: 3 clusters Score -1.096739e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 83792 members 
Entering Unmasked Estep 
Score: -10967391.000000 Penalty: 5658.972656
	Iteration 43Q: 3 clusters Score -1.096739e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 83930 members 
Entering Unmasked Estep 
Score: -10967414.000000 Penalty: 5658.972656
	Iteration 44Q: 3 clusters Score -1.096741e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 84039 members 
Entering Unmasked Estep 
Score: -10967439.000000 Penalty: 5658.972656
	Iteration 45Q: 3 clusters Score -1.096744e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 84130 members 
Entering Unmasked Estep 
Score: -10967463.000000 Penalty: 5658.972656
	Iteration 46Q: 3 clusters Score -1.096746e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 84218 members 
Entering Unmasked Estep 
Score: -10967480.000000 Penalty: 5658.972656
	Iteration 47Q: 3 clusters Score -1.096748e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 84283 members 
Entering Unmasked Estep 
Score: -10967490.000000 Penalty: 5658.972656
	Iteration 48Q: 3 clusters Score -1.096749e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 84349 members 
Entering Unmasked Estep 
Score: -10967508.000000 Penalty: 5658.972656
	Iteration 49Q: 3 clusters Score -1.096751e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 84401 members 
Entering Unmasked Estep 
Score: -10967525.000000 Penalty: 5658.972656
	Iteration 50Q: 3 clusters Score -1.096752e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 84456 members 
Entering Unmasked Estep 
Score: -10967539.000000 Penalty: 5658.972656
	Iteration 51Q: 3 clusters Score -1.096754e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 84517 members 
Entering Unmasked Estep 
Score: -10967522.000000 Penalty: 5658.972656
	Iteration 52Q: 3 clusters Score -1.096752e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 84561 members 
Entering Unmasked Estep 
Score: -10967563.000000 Penalty: 5658.972656
	Iteration 53Q: 3 clusters Score -1.096756e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 84605 members 
Entering Unmasked Estep 
Score: -10967560.000000 Penalty: 5658.972656
	Iteration 54Q: 3 clusters Score -1.096756e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 84635 members 
Entering Unmasked Estep 
Score: -10967556.000000 Penalty: 5658.972656
	Iteration 55Q: 3 clusters Score -1.096756e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 84667 members 
Entering Unmasked Estep 
Score: -10967571.000000 Penalty: 5658.972656
	Iteration 56Q: 3 clusters Score -1.096757e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 84692 members 
Entering Unmasked Estep 
Score: -10967565.000000 Penalty: 5658.972656
	Iteration 57Q: 3 clusters Score -1.096756e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 84715 members 
Entering Unmasked Estep 
Score: -10967560.000000 Penalty: 5658.972656
	Iteration 58Q: 3 clusters Score -1.096756e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 84734 members 
Entering Unmasked Estep 
Score: -10967556.000000 Penalty: 5658.972656
	Iteration 59Q: 3 clusters Score -1.096756e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 84748 members 
Entering Unmasked Estep 
Score: -10967572.000000 Penalty: 5658.972656
	Iteration 60F: 3 clusters Score -1.096757e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 84763 members 
Entering Unmasked Estep 
Score: -10967563.000000 Penalty: 5658.972656
	Iteration 61Q: 3 clusters Score -1.096756e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 84776 members 
Entering Unmasked Estep 
Score: -10967568.000000 Penalty: 5658.972656
	Iteration 62Q: 3 clusters Score -1.096757e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 84789 members 
Entering Unmasked Estep 
Score: -10967574.000000 Penalty: 5658.972656
	Iteration 63Q: 3 clusters Score -1.096757e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 84801 members 
Entering Unmasked Estep 
Score: -10967574.000000 Penalty: 5658.972656
	Iteration 64Q: 3 clusters Score -1.096757e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 84807 members 
Entering Unmasked Estep 
Score: -10967561.000000 Penalty: 5658.972656
	Iteration 65Q: 3 clusters Score -1.096756e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 84814 members 
Entering Unmasked Estep 
Score: -10967557.000000 Penalty: 5658.972656
	Iteration 66Q: 3 clusters Score -1.096756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 84815 members 
Entering Unmasked Estep 
Score: -10967552.000000 Penalty: 5658.972656
	Iteration 67Q: 3 clusters Score -1.096755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 84817 members 
Entering Unmasked Estep 
Score: -10967558.000000 Penalty: 5658.972656
	Iteration 68Q: 3 clusters Score -1.096756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 84819 members 
Entering Unmasked Estep 
Score: -10967556.000000 Penalty: 5658.972656
	Iteration 69Q: 3 clusters Score -1.096756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 84821 members 
Entering Unmasked Estep 
Score: -10967555.000000 Penalty: 5658.972656
	Iteration 70Q: 3 clusters Score -1.096756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 84823 members 
Entering Unmasked Estep 
Score: -10967561.000000 Penalty: 5658.972656
	Iteration 71Q: 3 clusters Score -1.096756e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 84828 members 
Entering Unmasked Estep 
Score: -10967550.000000 Penalty: 5658.972656
	Iteration 72Q: 3 clusters Score -1.096755e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 84831 members 
Entering Unmasked Estep 
Score: -10967568.000000 Penalty: 5658.972656
	Iteration 73Q: 3 clusters Score -1.096757e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 84836 members 
Entering Unmasked Estep 
Score: -10967556.000000 Penalty: 5658.972656
	Iteration 74Q: 3 clusters Score -1.096756e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 84847 members 
Entering Unmasked Estep 
Score: -10967567.000000 Penalty: 5658.972656
	Iteration 75Q: 3 clusters Score -1.096757e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 84853 members 
Entering Unmasked Estep 
Score: -10967575.000000 Penalty: 5658.972656
	Iteration 76Q: 3 clusters Score -1.096758e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 84856 members 
Entering Unmasked Estep 
Score: -10967570.000000 Penalty: 5658.972656
	Iteration 77Q: 3 clusters Score -1.096757e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 84860 members 
Entering Unmasked Estep 
Score: -10967562.000000 Penalty: 5658.972656
	Iteration 78Q: 3 clusters Score -1.096756e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 84865 members 
Entering Unmasked Estep 
Score: -10967557.000000 Penalty: 5658.972656
	Iteration 79Q: 3 clusters Score -1.096756e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 84869 members 
Entering Unmasked Estep 
Score: -10967568.000000 Penalty: 5658.972656
	Iteration 80F: 3 clusters Score -1.096757e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 84870 members 
Entering Unmasked Estep 
Score: -10967564.000000 Penalty: 5658.972656
	Iteration 81Q: 3 clusters Score -1.096756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 84872 members 
Entering Unmasked Estep 
Score: -10967562.000000 Penalty: 5658.972656
	Iteration 82Q: 3 clusters Score -1.096756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 84875 members 
Entering Unmasked Estep 
Score: -10967560.000000 Penalty: 5658.972656
	Iteration 83Q: 3 clusters Score -1.096756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 84878 members 
Entering Unmasked Estep 
Score: -10967556.000000 Penalty: 5658.972656
	Iteration 84Q: 3 clusters Score -1.096756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 84881 members 
Entering Unmasked Estep 
Score: -10967551.000000 Penalty: 5658.972656
	Iteration 85Q: 3 clusters Score -1.096755e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 84884 members 
Entering Unmasked Estep 
Score: -10967563.000000 Penalty: 5658.972656
	Iteration 86Q: 3 clusters Score -1.096756e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 84884 members 
Entering Unmasked Estep 
Score: -10967563.000000 Penalty: 5658.972656
	Iteration 87F: 3 clusters Score -1.096756e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 260 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 11618 members 
Mstep: Class 3 contains 15060 members 
Mstep: Class 4 contains 6786 members 
Mstep: Class 5 contains 42285 members 
Mstep: Class 6 contains 6202 members 
Mstep: Class 7 contains 7178 members 
Mstep: Class 8 contains 196717 members 
Mstep: Class 9 contains 1591 members 
Mstep: Class 10 contains 27987 members 
Mstep: Class 11 contains 17627 members 
Mstep: Class 12 contains 17022 members 
Mstep: Class 13 contains 56188 members 
Mstep: Class 14 contains 157863 members 
Mstep: Class 15 contains 7127 members 
Mstep: Class 16 contains 5265 members 
Mstep: Class 17 contains 48402 members 
Mstep: Class 18 contains 9045 members 
Mstep: Class 19 contains 15703 members 
Mstep: Class 20 contains 12171 members 
Mstep: Class 21 contains 176594 members 
Mstep: Class 22 contains 28689 members 
Mstep: Class 23 contains 38798 members 
Mstep: Class 24 contains 82682 members 
Mstep: Class 25 contains 24044 members 
Mstep: Class 26 contains 12396 members 
Mstep: Class 27 contains 318035 members 
Mstep: Class 28 contains 208483 members 
Mstep: Class 29 contains 1107 members 
Mstep: Class 30 contains 16172 members 
Mstep: Class 31 contains 8955 members 
Mstep: Class 32 contains 84063 members 
Mstep: Class 33 contains 896 members 
Mstep: Class 34 contains 229002 members 
Mstep: Class 35 contains 84884 members 
Entering Unmasked Estep 
Score: -235414800.000000 Penalty: 125892.359375
Splitting cluster 16 changes total score from -235410752.000000 to -235414800.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 17 (48402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48402 members 
Entering Unmasked Estep 
Score: -5542594.000000 Penalty: 2675.249512
	Iteration 0F: 2 clusters Score -5542594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -5509986.000000 Penalty: 5350.499023
	Iteration 0F: 3 clusters Score -5509986 nChanged 22330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -5522838.500000 Penalty: 5350.499023
	Iteration 1F: 3 clusters Score -5522838 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -5524090.500000 Penalty: 5350.499023
	Iteration 2F: 3 clusters Score -5524090 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 26743 members 
Entering Unmasked Estep 
Score: -5525945.000000 Penalty: 5350.499023
	Iteration 3F: 3 clusters Score -5525945 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 28224 members 
Entering Unmasked Estep 
Score: -5528327.500000 Penalty: 5350.499023
	Iteration 4F: 3 clusters Score -5528328 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -5531071.500000 Penalty: 5350.499023
	Iteration 5F: 3 clusters Score -5531072 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 31056 members 
Entering Unmasked Estep 
Score: -5533416.500000 Penalty: 5350.499023
	Iteration 6F: 3 clusters Score -5533416 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 31926 members 
Entering Unmasked Estep 
Score: -5535052.000000 Penalty: 5350.499023
	Iteration 7F: 3 clusters Score -5535052 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -5535982.500000 Penalty: 5350.499023
	Iteration 8Q: 3 clusters Score -5535982 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 32753 members 
Entering Unmasked Estep 
Score: -5536511.500000 Penalty: 5350.499023
	Iteration 9Q: 3 clusters Score -5536512 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 32941 members 
Entering Unmasked Estep 
Score: -5536796.500000 Penalty: 5350.499023
	Iteration 10Q: 3 clusters Score -5536796 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -5536985.000000 Penalty: 5350.499023
	Iteration 11Q: 3 clusters Score -5536985 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 33257 members 
Entering Unmasked Estep 
Score: -5537152.500000 Penalty: 5350.499023
	Iteration 12Q: 3 clusters Score -5537152 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 33416 members 
Entering Unmasked Estep 
Score: -5537286.500000 Penalty: 5350.499023
	Iteration 13Q: 3 clusters Score -5537286 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 33557 members 
Entering Unmasked Estep 
Score: -5537423.000000 Penalty: 5350.499023
	Iteration 14Q: 3 clusters Score -5537423 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -5537507.500000 Penalty: 5350.499023
	Iteration 15Q: 3 clusters Score -5537508 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 33925 members 
Entering Unmasked Estep 
Score: -5537613.000000 Penalty: 5350.499023
	Iteration 16Q: 3 clusters Score -5537613 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 34098 members 
Entering Unmasked Estep 
Score: -5537753.500000 Penalty: 5350.499023
	Iteration 17Q: 3 clusters Score -5537754 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 34284 members 
Entering Unmasked Estep 
Score: -5537828.500000 Penalty: 5350.499023
	Iteration 18Q: 3 clusters Score -5537828 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
Score: -5537918.500000 Penalty: 5350.499023
	Iteration 19Q: 3 clusters Score -5537918 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
Score: -5537968.000000 Penalty: 5350.499023
	Iteration 20F: 3 clusters Score -5537968 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 34946 members 
Entering Unmasked Estep 
Score: -5538088.000000 Penalty: 5350.499023
	Iteration 21Q: 3 clusters Score -5538088 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 35203 members 
Entering Unmasked Estep 
Score: -5538186.500000 Penalty: 5350.499023
	Iteration 22Q: 3 clusters Score -5538186 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 35452 members 
Entering Unmasked Estep 
Score: -5538294.500000 Penalty: 5350.499023
	Iteration 23Q: 3 clusters Score -5538294 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 35693 members 
Entering Unmasked Estep 
Score: -5538382.000000 Penalty: 5350.499023
	Iteration 24Q: 3 clusters Score -5538382 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 35938 members 
Entering Unmasked Estep 
Score: -5538497.000000 Penalty: 5350.499023
	Iteration 25Q: 3 clusters Score -5538497 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 36223 members 
Entering Unmasked Estep 
Score: -5538563.000000 Penalty: 5350.499023
	Iteration 26Q: 3 clusters Score -5538563 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 36504 members 
Entering Unmasked Estep 
Score: -5538688.500000 Penalty: 5350.499023
	Iteration 27Q: 3 clusters Score -5538688 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 36777 members 
Entering Unmasked Estep 
Score: -5538805.500000 Penalty: 5350.499023
	Iteration 28Q: 3 clusters Score -5538806 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 37084 members 
Entering Unmasked Estep 
Score: -5538933.500000 Penalty: 5350.499023
	Iteration 29Q: 3 clusters Score -5538934 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 37393 members 
Entering Unmasked Estep 
Score: -5539035.500000 Penalty: 5350.499023
	Iteration 30Q: 3 clusters Score -5539036 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 37713 members 
Entering Unmasked Estep 
Score: -5539175.000000 Penalty: 5350.499023
	Iteration 31Q: 3 clusters Score -5539175 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 38072 members 
Entering Unmasked Estep 
Score: -5539298.500000 Penalty: 5350.499023
	Iteration 32Q: 3 clusters Score -5539298 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 38409 members 
Entering Unmasked Estep 
Score: -5539452.500000 Penalty: 5350.499023
	Iteration 33Q: 3 clusters Score -5539452 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 38742 members 
Entering Unmasked Estep 
Score: -5539638.500000 Penalty: 5350.499023
	Iteration 34Q: 3 clusters Score -5539638 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
Score: -5539799.000000 Penalty: 5350.499023
	Iteration 35Q: 3 clusters Score -5539799 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -5540014.000000 Penalty: 5350.499023
	Iteration 36Q: 3 clusters Score -5540014 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 39612 members 
Entering Unmasked Estep 
Score: -5540233.500000 Penalty: 5350.499023
	Iteration 37Q: 3 clusters Score -5540234 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 39859 members 
Entering Unmasked Estep 
Score: -5540418.000000 Penalty: 5350.499023
	Iteration 38Q: 3 clusters Score -5540418 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -5540693.000000 Penalty: 5350.499023
	Iteration 39Q: 3 clusters Score -5540693 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 40393 members 
Entering Unmasked Estep 
Score: -5540946.000000 Penalty: 5350.499023
	Iteration 40F: 3 clusters Score -5540946 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 40694 members 
Entering Unmasked Estep 
Score: -5541212.000000 Penalty: 5350.499023
	Iteration 41Q: 3 clusters Score -5541212 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 40996 members 
Entering Unmasked Estep 
Score: -5541456.500000 Penalty: 5350.499023
	Iteration 42Q: 3 clusters Score -5541456 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 41260 members 
Entering Unmasked Estep 
Score: -5541746.000000 Penalty: 5350.499023
	Iteration 43Q: 3 clusters Score -5541746 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 41494 members 
Entering Unmasked Estep 
Score: -5541962.000000 Penalty: 5350.499023
	Iteration 44Q: 3 clusters Score -5541962 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 41702 members 
Entering Unmasked Estep 
Score: -5542120.500000 Penalty: 5350.499023
	Iteration 45Q: 3 clusters Score -5542120 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 41855 members 
Entering Unmasked Estep 
Score: -5542237.000000 Penalty: 5350.499023
	Iteration 46Q: 3 clusters Score -5542237 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 42027 members 
Entering Unmasked Estep 
Score: -5542331.500000 Penalty: 5350.499023
	Iteration 47Q: 3 clusters Score -5542332 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 42159 members 
Entering Unmasked Estep 
Score: -5542389.000000 Penalty: 5350.499023
	Iteration 48Q: 3 clusters Score -5542389 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 42278 members 
Entering Unmasked Estep 
Score: -5542444.500000 Penalty: 5350.499023
	Iteration 49Q: 3 clusters Score -5542444 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 42384 members 
Entering Unmasked Estep 
Score: -5542497.500000 Penalty: 5350.499023
	Iteration 50Q: 3 clusters Score -5542498 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 42473 members 
Entering Unmasked Estep 
Score: -5542544.500000 Penalty: 5350.499023
	Iteration 51Q: 3 clusters Score -5542544 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 42565 members 
Entering Unmasked Estep 
Score: -5542577.500000 Penalty: 5350.499023
	Iteration 52Q: 3 clusters Score -5542578 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 42638 members 
Entering Unmasked Estep 
Score: -5542608.500000 Penalty: 5350.499023
	Iteration 53Q: 3 clusters Score -5542608 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 42709 members 
Entering Unmasked Estep 
Score: -5542644.000000 Penalty: 5350.499023
	Iteration 54Q: 3 clusters Score -5542644 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 42785 members 
Entering Unmasked Estep 
Score: -5542674.500000 Penalty: 5350.499023
	Iteration 55Q: 3 clusters Score -5542674 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 42862 members 
Entering Unmasked Estep 
Score: -5542733.000000 Penalty: 5350.499023
	Iteration 56Q: 3 clusters Score -5542733 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 42955 members 
Entering Unmasked Estep 
Score: -5542802.500000 Penalty: 5350.499023
	Iteration 57Q: 3 clusters Score -5542802 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 43029 members 
Entering Unmasked Estep 
Score: -5542840.500000 Penalty: 5350.499023
	Iteration 58Q: 3 clusters Score -5542840 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 43107 members 
Entering Unmasked Estep 
Score: -5542869.000000 Penalty: 5350.499023
	Iteration 59Q: 3 clusters Score -5542869 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 43172 members 
Entering Unmasked Estep 
Score: -5542910.000000 Penalty: 5350.499023
	Iteration 60F: 3 clusters Score -5542910 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 43231 members 
Entering Unmasked Estep 
Score: -5542926.000000 Penalty: 5350.499023
	Iteration 61Q: 3 clusters Score -5542926 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
Score: -5542933.000000 Penalty: 5350.499023
	Iteration 62Q: 3 clusters Score -5542933 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 43284 members 
Entering Unmasked Estep 
Score: -5542933.000000 Penalty: 5350.499023
	Iteration 63Q: 3 clusters Score -5542933 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 43299 members 
Entering Unmasked Estep 
Score: -5542939.500000 Penalty: 5350.499023
	Iteration 64Q: 3 clusters Score -5542940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 43314 members 
Entering Unmasked Estep 
Score: -5542940.000000 Penalty: 5350.499023
	Iteration 65Q: 3 clusters Score -5542940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 43319 members 
Entering Unmasked Estep 
Score: -5542937.000000 Penalty: 5350.499023
	Iteration 66Q: 3 clusters Score -5542937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 43327 members 
Entering Unmasked Estep 
Score: -5542940.500000 Penalty: 5350.499023
	Iteration 67Q: 3 clusters Score -5542940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 43336 members 
Entering Unmasked Estep 
Score: -5542949.000000 Penalty: 5350.499023
	Iteration 68Q: 3 clusters Score -5542949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 43342 members 
Entering Unmasked Estep 
Score: -5542949.500000 Penalty: 5350.499023
	Iteration 69Q: 3 clusters Score -5542950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 43347 members 
Entering Unmasked Estep 
Score: -5542957.500000 Penalty: 5350.499023
	Iteration 70Q: 3 clusters Score -5542958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 43349 members 
Entering Unmasked Estep 
Score: -5542956.500000 Penalty: 5350.499023
	Iteration 71Q: 3 clusters Score -5542956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 43351 members 
Entering Unmasked Estep 
Score: -5542964.000000 Penalty: 5350.499023
	Iteration 72Q: 3 clusters Score -5542964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 43352 members 
Entering Unmasked Estep 
Score: -5542964.500000 Penalty: 5350.499023
	Iteration 73Q: 3 clusters Score -5542964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 43352 members 
Entering Unmasked Estep 
Score: -5542967.000000 Penalty: 5350.499023
	Iteration 74Q: 3 clusters Score -5542967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 43353 members 
Entering Unmasked Estep 
Score: -5542965.500000 Penalty: 5350.499023
	Iteration 75Q: 3 clusters Score -5542966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 43353 members 
Entering Unmasked Estep 
Score: -5542965.500000 Penalty: 5350.499023
	Iteration 76F: 3 clusters Score -5542966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 260 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 11618 members 
Mstep: Class 3 contains 15060 members 
Mstep: Class 4 contains 6786 members 
Mstep: Class 5 contains 42285 members 
Mstep: Class 6 contains 6202 members 
Mstep: Class 7 contains 7178 members 
Mstep: Class 8 contains 196717 members 
Mstep: Class 9 contains 1591 members 
Mstep: Class 10 contains 27987 members 
Mstep: Class 11 contains 17627 members 
Mstep: Class 12 contains 17022 members 
Mstep: Class 13 contains 56188 members 
Mstep: Class 14 contains 157863 members 
Mstep: Class 15 contains 7127 members 
Mstep: Class 16 contains 5265 members 
Mstep: Class 17 contains 5049 members 
Mstep: Class 18 contains 9045 members 
Mstep: Class 19 contains 15703 members 
Mstep: Class 20 contains 12171 members 
Mstep: Class 21 contains 176594 members 
Mstep: Class 22 contains 28689 members 
Mstep: Class 23 contains 38798 members 
Mstep: Class 24 contains 82682 members 
Mstep: Class 25 contains 24044 members 
Mstep: Class 26 contains 12396 members 
Mstep: Class 27 contains 318035 members 
Mstep: Class 28 contains 208483 members 
Mstep: Class 29 contains 1107 members 
Mstep: Class 30 contains 16172 members 
Mstep: Class 31 contains 8955 members 
Mstep: Class 32 contains 84063 members 
Mstep: Class 33 contains 896 members 
Mstep: Class 34 contains 229002 members 
Mstep: Class 35 contains 84884 members 
Mstep: Class 36 contains 43353 members 
Entering Unmasked Estep 
Score: -235413408.000000 Penalty: 129489.281250
Splitting cluster 17 changes total score from -235410752.000000 to -235413408.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 18 (9045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Entering Unmasked Estep 
Score: -1027537.625000 Penalty: 2259.271973
	Iteration 0F: 2 clusters Score -1027538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1020526.562500 Penalty: 4518.543945
	Iteration 0F: 3 clusters Score -1020527 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1022703.187500 Penalty: 4518.543945
	Iteration 1F: 3 clusters Score -1022703 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1023198.125000 Penalty: 4518.543945
	Iteration 2F: 3 clusters Score -1023198 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1023770.562500 Penalty: 4518.543945
	Iteration 3F: 3 clusters Score -1023771 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1024449.562500 Penalty: 4518.543945
	Iteration 4F: 3 clusters Score -1024450 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1025171.062500 Penalty: 4518.543945
	Iteration 5F: 3 clusters Score -1025171 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1025832.937500 Penalty: 4518.543945
	Iteration 6F: 3 clusters Score -1025833 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1026333.875000 Penalty: 4518.543945
	Iteration 7F: 3 clusters Score -1026334 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1026652.875000 Penalty: 4518.543945
	Iteration 8Q: 3 clusters Score -1026653 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1026853.687500 Penalty: 4518.543945
	Iteration 9Q: 3 clusters Score -1026854 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1026980.750000 Penalty: 4518.543945
	Iteration 10Q: 3 clusters Score -1026981 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1027054.750000 Penalty: 4518.543945
	Iteration 11Q: 3 clusters Score -1027055 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1027104.687500 Penalty: 4518.543945
	Iteration 12Q: 3 clusters Score -1027105 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1027140.437500 Penalty: 4518.543945
	Iteration 13Q: 3 clusters Score -1027140 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1027175.750000 Penalty: 4518.543945
	Iteration 14Q: 3 clusters Score -1027176 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1027201.187500 Penalty: 4518.543945
	Iteration 15Q: 3 clusters Score -1027201 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1027226.875000 Penalty: 4518.543945
	Iteration 16Q: 3 clusters Score -1027227 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1027248.062500 Penalty: 4518.543945
	Iteration 17Q: 3 clusters Score -1027248 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1027259.625000 Penalty: 4518.543945
	Iteration 18Q: 3 clusters Score -1027260 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1027264.375000 Penalty: 4518.543945
	Iteration 19Q: 3 clusters Score -1027264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1027266.250000 Penalty: 4518.543945
	Iteration 20F: 3 clusters Score -1027266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1027268.750000 Penalty: 4518.543945
	Iteration 21Q: 3 clusters Score -1027269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1027268.875000 Penalty: 4518.543945
	Iteration 22Q: 3 clusters Score -1027269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1027270.250000 Penalty: 4518.543945
	Iteration 23Q: 3 clusters Score -1027270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1027272.937500 Penalty: 4518.543945
	Iteration 24Q: 3 clusters Score -1027273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1027273.812500 Penalty: 4518.543945
	Iteration 25Q: 3 clusters Score -1027274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1027273.812500 Penalty: 4518.543945
	Iteration 26Q: 3 clusters Score -1027274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1027273.562500 Penalty: 4518.543945
	Iteration 27Q: 3 clusters Score -1027274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1027273.187500 Penalty: 4518.543945
	Iteration 28Q: 3 clusters Score -1027273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1027272.437500 Penalty: 4518.543945
	Iteration 29Q: 3 clusters Score -1027272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1027274.000000 Penalty: 4518.543945
	Iteration 30Q: 3 clusters Score -1027274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1027273.000000 Penalty: 4518.543945
	Iteration 31Q: 3 clusters Score -1027273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1027276.125000 Penalty: 4518.543945
	Iteration 32Q: 3 clusters Score -1027276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1027276.125000 Penalty: 4518.543945
	Iteration 33F: 3 clusters Score -1027276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Entering Unmasked Estep 
Score: -1768496.875000 Penalty: 2396.078369
	Iteration 0F: 2 clusters Score -1768497 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1757236.500000 Penalty: 4792.156738
	Iteration 0F: 3 clusters Score -1757236 nChanged 6775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1761059.875000 Penalty: 4792.156738
	Iteration 1F: 3 clusters Score -1761060 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1761675.250000 Penalty: 4792.156738
	Iteration 2F: 3 clusters Score -1761675 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1762304.750000 Penalty: 4792.156738
	Iteration 3F: 3 clusters Score -1762305 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1763021.500000 Penalty: 4792.156738
	Iteration 4F: 3 clusters Score -1763022 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1763856.125000 Penalty: 4792.156738
	Iteration 5F: 3 clusters Score -1763856 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1764837.625000 Penalty: 4792.156738
	Iteration 6F: 3 clusters Score -1764838 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1765914.375000 Penalty: 4792.156738
	Iteration 7F: 3 clusters Score -1765914 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1766792.875000 Penalty: 4792.156738
	Iteration 8F: 3 clusters Score -1766793 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1767377.625000 Penalty: 4792.156738
	Iteration 9F: 3 clusters Score -1767378 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1767719.375000 Penalty: 4792.156738
	Iteration 10Q: 3 clusters Score -1767719 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1767912.000000 Penalty: 4792.156738
	Iteration 11Q: 3 clusters Score -1767912 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1768003.500000 Penalty: 4792.156738
	Iteration 12Q: 3 clusters Score -1768004 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1768062.000000 Penalty: 4792.156738
	Iteration 13Q: 3 clusters Score -1768062 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1768091.625000 Penalty: 4792.156738
	Iteration 14Q: 3 clusters Score -1768092 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1768117.625000 Penalty: 4792.156738
	Iteration 15Q: 3 clusters Score -1768118 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1768133.250000 Penalty: 4792.156738
	Iteration 16Q: 3 clusters Score -1768133 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1768147.375000 Penalty: 4792.156738
	Iteration 17Q: 3 clusters Score -1768147 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1768149.625000 Penalty: 4792.156738
	Iteration 18Q: 3 clusters Score -1768150 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1768155.000000 Penalty: 4792.156738
	Iteration 19Q: 3 clusters Score -1768155 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1768161.750000 Penalty: 4792.156738
	Iteration 20F: 3 clusters Score -1768162 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1768172.250000 Penalty: 4792.156738
	Iteration 21Q: 3 clusters Score -1768172 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1768173.625000 Penalty: 4792.156738
	Iteration 22Q: 3 clusters Score -1768174 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1768182.250000 Penalty: 4792.156738
	Iteration 23Q: 3 clusters Score -1768182 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1768189.250000 Penalty: 4792.156738
	Iteration 24Q: 3 clusters Score -1768189 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1768188.750000 Penalty: 4792.156738
	Iteration 25Q: 3 clusters Score -1768189 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1768192.875000 Penalty: 4792.156738
	Iteration 26Q: 3 clusters Score -1768193 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1768194.250000 Penalty: 4792.156738
	Iteration 27Q: 3 clusters Score -1768194 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1768198.625000 Penalty: 4792.156738
	Iteration 28Q: 3 clusters Score -1768199 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1768202.250000 Penalty: 4792.156738
	Iteration 29Q: 3 clusters Score -1768202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1768196.750000 Penalty: 4792.156738
	Iteration 30Q: 3 clusters Score -1768197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1768196.875000 Penalty: 4792.156738
	Iteration 31Q: 3 clusters Score -1768197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1768196.000000 Penalty: 4792.156738
	Iteration 32Q: 3 clusters Score -1768196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1768195.750000 Penalty: 4792.156738
	Iteration 33Q: 3 clusters Score -1768196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1768198.125000 Penalty: 4792.156738
	Iteration 34Q: 3 clusters Score -1768198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1768196.625000 Penalty: 4792.156738
	Iteration 35Q: 3 clusters Score -1768197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1768198.625000 Penalty: 4792.156738
	Iteration 36Q: 3 clusters Score -1768199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1768198.500000 Penalty: 4792.156738
	Iteration 37Q: 3 clusters Score -1768198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1768202.500000 Penalty: 4792.156738
	Iteration 38Q: 3 clusters Score -1768202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1768199.125000 Penalty: 4792.156738
	Iteration 39Q: 3 clusters Score -1768199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1768203.125000 Penalty: 4792.156738
	Iteration 40F: 3 clusters Score -1768203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1768207.250000 Penalty: 4792.156738
	Iteration 41Q: 3 clusters Score -1768207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1768206.500000 Penalty: 4792.156738
	Iteration 42Q: 3 clusters Score -1768206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1768205.250000 Penalty: 4792.156738
	Iteration 43Q: 3 clusters Score -1768205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1768205.500000 Penalty: 4792.156738
	Iteration 44Q: 3 clusters Score -1768206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1768208.000000 Penalty: 4792.156738
	Iteration 45Q: 3 clusters Score -1768208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1768203.500000 Penalty: 4792.156738
	Iteration 46Q: 3 clusters Score -1768204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1768203.125000 Penalty: 4792.156738
	Iteration 47Q: 3 clusters Score -1768203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1768201.250000 Penalty: 4792.156738
	Iteration 48Q: 3 clusters Score -1768201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1768200.125000 Penalty: 4792.156738
	Iteration 49Q: 3 clusters Score -1768200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1768201.500000 Penalty: 4792.156738
	Iteration 50Q: 3 clusters Score -1768202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1768202.375000 Penalty: 4792.156738
	Iteration 51Q: 3 clusters Score -1768202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1768206.125000 Penalty: 4792.156738
	Iteration 52Q: 3 clusters Score -1768206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1768206.125000 Penalty: 4792.156738
	Iteration 53F: 3 clusters Score -1768206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Entering Unmasked Estep 
Score: -1475663.375000 Penalty: 2332.889404
	Iteration 0F: 2 clusters Score -1475663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1466675.375000 Penalty: 4665.778809
	Iteration 0F: 3 clusters Score -1466675 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1469414.000000 Penalty: 4665.778809
	Iteration 1F: 3 clusters Score -1469414 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1469821.000000 Penalty: 4665.778809
	Iteration 2F: 3 clusters Score -1469821 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1470162.750000 Penalty: 4665.778809
	Iteration 3F: 3 clusters Score -1470163 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1470471.625000 Penalty: 4665.778809
	Iteration 4Q: 3 clusters Score -1470472 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1470837.625000 Penalty: 4665.778809
	Iteration 5Q: 3 clusters Score -1470838 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1471202.125000 Penalty: 4665.778809
	Iteration 6Q: 3 clusters Score -1471202 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1471557.250000 Penalty: 4665.778809
	Iteration 7F: 3 clusters Score -1471557 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1471891.125000 Penalty: 4665.778809
	Iteration 8Q: 3 clusters Score -1471891 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1472191.000000 Penalty: 4665.778809
	Iteration 9Q: 3 clusters Score -1472191 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1472462.375000 Penalty: 4665.778809
	Iteration 10Q: 3 clusters Score -1472462 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1472674.875000 Penalty: 4665.778809
	Iteration 11Q: 3 clusters Score -1472675 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1472826.625000 Penalty: 4665.778809
	Iteration 12Q: 3 clusters Score -1472827 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1472936.625000 Penalty: 4665.778809
	Iteration 13Q: 3 clusters Score -1472937 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1473020.000000 Penalty: 4665.778809
	Iteration 14Q: 3 clusters Score -1473020 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1473088.875000 Penalty: 4665.778809
	Iteration 15Q: 3 clusters Score -1473089 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1473140.000000 Penalty: 4665.778809
	Iteration 16Q: 3 clusters Score -1473140 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1473189.125000 Penalty: 4665.778809
	Iteration 17Q: 3 clusters Score -1473189 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1473233.625000 Penalty: 4665.778809
	Iteration 18Q: 3 clusters Score -1473234 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1473273.250000 Penalty: 4665.778809
	Iteration 19Q: 3 clusters Score -1473273 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1473313.125000 Penalty: 4665.778809
	Iteration 20F: 3 clusters Score -1473313 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1473347.000000 Penalty: 4665.778809
	Iteration 21Q: 3 clusters Score -1473347 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1473381.500000 Penalty: 4665.778809
	Iteration 22Q: 3 clusters Score -1473382 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1473417.500000 Penalty: 4665.778809
	Iteration 23Q: 3 clusters Score -1473418 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1473451.875000 Penalty: 4665.778809
	Iteration 24Q: 3 clusters Score -1473452 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1473491.375000 Penalty: 4665.778809
	Iteration 25Q: 3 clusters Score -1473491 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1473534.000000 Penalty: 4665.778809
	Iteration 26Q: 3 clusters Score -1473534 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1473572.625000 Penalty: 4665.778809
	Iteration 27Q: 3 clusters Score -1473573 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1473606.500000 Penalty: 4665.778809
	Iteration 28Q: 3 clusters Score -1473606 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1473651.625000 Penalty: 4665.778809
	Iteration 29Q: 3 clusters Score -1473652 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1473690.375000 Penalty: 4665.778809
	Iteration 30Q: 3 clusters Score -1473690 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1473722.875000 Penalty: 4665.778809
	Iteration 31Q: 3 clusters Score -1473723 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1473760.625000 Penalty: 4665.778809
	Iteration 32Q: 3 clusters Score -1473761 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1473796.125000 Penalty: 4665.778809
	Iteration 33Q: 3 clusters Score -1473796 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1473815.250000 Penalty: 4665.778809
	Iteration 34Q: 3 clusters Score -1473815 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1473839.875000 Penalty: 4665.778809
	Iteration 35Q: 3 clusters Score -1473840 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1473864.250000 Penalty: 4665.778809
	Iteration 36Q: 3 clusters Score -1473864 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1473880.875000 Penalty: 4665.778809
	Iteration 37Q: 3 clusters Score -1473881 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1473898.125000 Penalty: 4665.778809
	Iteration 38Q: 3 clusters Score -1473898 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1473906.750000 Penalty: 4665.778809
	Iteration 39Q: 3 clusters Score -1473907 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1473913.875000 Penalty: 4665.778809
	Iteration 40F: 3 clusters Score -1473914 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1473925.875000 Penalty: 4665.778809
	Iteration 41Q: 3 clusters Score -1473926 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1473935.500000 Penalty: 4665.778809
	Iteration 42Q: 3 clusters Score -1473936 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1473947.500000 Penalty: 4665.778809
	Iteration 43Q: 3 clusters Score -1473948 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1473957.750000 Penalty: 4665.778809
	Iteration 44Q: 3 clusters Score -1473958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1473966.625000 Penalty: 4665.778809
	Iteration 45Q: 3 clusters Score -1473967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1473968.625000 Penalty: 4665.778809
	Iteration 46Q: 3 clusters Score -1473969 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1473978.750000 Penalty: 4665.778809
	Iteration 47Q: 3 clusters Score -1473979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1473977.625000 Penalty: 4665.778809
	Iteration 48Q: 3 clusters Score -1473978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1473978.750000 Penalty: 4665.778809
	Iteration 49Q: 3 clusters Score -1473979 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1473984.375000 Penalty: 4665.778809
	Iteration 50Q: 3 clusters Score -1473984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1473987.875000 Penalty: 4665.778809
	Iteration 51Q: 3 clusters Score -1473988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1473991.875000 Penalty: 4665.778809
	Iteration 52Q: 3 clusters Score -1473992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1473994.375000 Penalty: 4665.778809
	Iteration 53Q: 3 clusters Score -1473994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1473994.375000 Penalty: 4665.778809
	Iteration 54Q: 3 clusters Score -1473994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1473998.125000 Penalty: 4665.778809
	Iteration 55Q: 3 clusters Score -1473998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1474000.625000 Penalty: 4665.778809
	Iteration 56Q: 3 clusters Score -1474001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1474000.500000 Penalty: 4665.778809
	Iteration 57Q: 3 clusters Score -1474000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1474005.250000 Penalty: 4665.778809
	Iteration 58Q: 3 clusters Score -1474005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1474005.750000 Penalty: 4665.778809
	Iteration 59Q: 3 clusters Score -1474006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1474004.750000 Penalty: 4665.778809
	Iteration 60F: 3 clusters Score -1474005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1474002.875000 Penalty: 4665.778809
	Iteration 61Q: 3 clusters Score -1474003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1474005.500000 Penalty: 4665.778809
	Iteration 62Q: 3 clusters Score -1474006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1474008.250000 Penalty: 4665.778809
	Iteration 63Q: 3 clusters Score -1474008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1474005.125000 Penalty: 4665.778809
	Iteration 64Q: 3 clusters Score -1474005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1474005.125000 Penalty: 4665.778809
	Iteration 65F: 3 clusters Score -1474005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (176594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176594 members 
Entering Unmasked Estep 
Score: -21551478.000000 Penalty: 2996.239014
	Iteration 0F: 2 clusters Score -2.155148e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88109 members 
Mstep: Class 2 contains 88485 members 
Entering Unmasked Estep 
Score: -21433490.000000 Penalty: 5992.478027
	Iteration 0F: 3 clusters Score -2.143349e+07 nChanged 84775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84692 members 
Mstep: Class 2 contains 91902 members 
Entering Unmasked Estep 
Score: -21482812.000000 Penalty: 5992.478027
	Iteration 1F: 3 clusters Score -2.148281e+07 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82214 members 
Mstep: Class 2 contains 94380 members 
Entering Unmasked Estep 
Score: -21483996.000000 Penalty: 5992.478027
	Iteration 2Q: 3 clusters Score -2.1484e+07 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78373 members 
Mstep: Class 2 contains 98221 members 
Entering Unmasked Estep 
Score: -21485432.000000 Penalty: 5992.478027
	Iteration 3Q: 3 clusters Score -2.148543e+07 nChanged 7251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72490 members 
Mstep: Class 2 contains 104104 members 
Entering Unmasked Estep 
Score: -21488368.000000 Penalty: 5992.478027
	Iteration 4Q: 3 clusters Score -2.148837e+07 nChanged 9462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63862 members 
Mstep: Class 2 contains 112732 members 
Entering Unmasked Estep 
Score: -21493344.000000 Penalty: 5992.478027
	Iteration 5F: 3 clusters Score -2.149334e+07 nChanged 12745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51651 members 
Mstep: Class 2 contains 124943 members 
Entering Unmasked Estep 
Score: -21502074.000000 Penalty: 5992.478027
	Iteration 6F: 3 clusters Score -2.150207e+07 nChanged 15212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 139823 members 
Entering Unmasked Estep 
Score: -21514936.000000 Penalty: 5992.478027
	Iteration 7F: 3 clusters Score -2.151494e+07 nChanged 14837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 154552 members 
Entering Unmasked Estep 
Score: -21528840.000000 Penalty: 5992.478027
	Iteration 8F: 3 clusters Score -2.152884e+07 nChanged 11056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 165570 members 
Entering Unmasked Estep 
Score: -21539390.000000 Penalty: 5992.478027
	Iteration 9F: 3 clusters Score -2.153939e+07 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 171780 members 
Entering Unmasked Estep 
Score: -21545166.000000 Penalty: 5992.478027
	Iteration 10Q: 3 clusters Score -2.154517e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 174569 members 
Entering Unmasked Estep 
Score: -21547598.000000 Penalty: 5992.478027
	Iteration 11Q: 3 clusters Score -2.15476e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 175542 members 
Entering Unmasked Estep 
Score: -21548344.000000 Penalty: 5992.478027
	Iteration 12Q: 3 clusters Score -2.154834e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 175924 members 
Entering Unmasked Estep 
Score: -21548730.000000 Penalty: 5992.478027
	Iteration 13Q: 3 clusters Score -2.154873e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 176088 members 
Entering Unmasked Estep 
Score: -21548870.000000 Penalty: 5992.478027
	Iteration 14Q: 3 clusters Score -2.154887e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 176152 members 
Entering Unmasked Estep 
Score: -21548932.000000 Penalty: 5992.478027
	Iteration 15Q: 3 clusters Score -2.154893e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 176184 members 
Entering Unmasked Estep 
Score: -21548964.000000 Penalty: 5992.478027
	Iteration 16Q: 3 clusters Score -2.154896e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 176192 members 
Entering Unmasked Estep 
Score: -21548984.000000 Penalty: 5992.478027
	Iteration 17Q: 3 clusters Score -2.154898e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 176203 members 
Entering Unmasked Estep 
Score: -21549016.000000 Penalty: 5992.478027
	Iteration 18Q: 3 clusters Score -2.154902e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 176211 members 
Entering Unmasked Estep 
Score: -21549030.000000 Penalty: 5992.478027
	Iteration 19Q: 3 clusters Score -2.154903e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 176213 members 
Entering Unmasked Estep 
Score: -21549020.000000 Penalty: 5992.478027
	Iteration 20F: 3 clusters Score -2.154902e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 176220 members 
Entering Unmasked Estep 
Score: -21549034.000000 Penalty: 5992.478027
	Iteration 21Q: 3 clusters Score -2.154903e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 176224 members 
Entering Unmasked Estep 
Score: -21549052.000000 Penalty: 5992.478027
	Iteration 22Q: 3 clusters Score -2.154905e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 176232 members 
Entering Unmasked Estep 
Score: -21549060.000000 Penalty: 5992.478027
	Iteration 23Q: 3 clusters Score -2.154906e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 176233 members 
Entering Unmasked Estep 
Score: -21549062.000000 Penalty: 5992.478027
	Iteration 24Q: 3 clusters Score -2.154906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 176234 members 
Entering Unmasked Estep 
Score: -21549058.000000 Penalty: 5992.478027
	Iteration 25Q: 3 clusters Score -2.154906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 176235 members 
Entering Unmasked Estep 
Score: -21549058.000000 Penalty: 5992.478027
	Iteration 26Q: 3 clusters Score -2.154906e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 176235 members 
Entering Unmasked Estep 
Score: -21549058.000000 Penalty: 5992.478027
	Iteration 27F: 3 clusters Score -2.154906e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (28689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Entering Unmasked Estep 
Score: -3249491.750000 Penalty: 2545.538574
	Iteration 0F: 2 clusters Score -3249492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -3229833.250000 Penalty: 5091.077148
	Iteration 0F: 3 clusters Score -3229833 nChanged 12983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -3237215.000000 Penalty: 5091.077148
	Iteration 1F: 3 clusters Score -3237215 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -3238093.250000 Penalty: 5091.077148
	Iteration 2F: 3 clusters Score -3238093 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -3239026.000000 Penalty: 5091.077148
	Iteration 3F: 3 clusters Score -3239026 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -3239961.750000 Penalty: 5091.077148
	Iteration 4F: 3 clusters Score -3239962 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -3240850.000000 Penalty: 5091.077148
	Iteration 5F: 3 clusters Score -3240850 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -3241627.750000 Penalty: 5091.077148
	Iteration 6F: 3 clusters Score -3241628 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -3242241.250000 Penalty: 5091.077148
	Iteration 7Q: 3 clusters Score -3242241 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -3242771.750000 Penalty: 5091.077148
	Iteration 8Q: 3 clusters Score -3242772 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -3243248.750000 Penalty: 5091.077148
	Iteration 9Q: 3 clusters Score -3243249 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -3243699.250000 Penalty: 5091.077148
	Iteration 10Q: 3 clusters Score -3243699 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -3244106.500000 Penalty: 5091.077148
	Iteration 11Q: 3 clusters Score -3244106 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -3244447.750000 Penalty: 5091.077148
	Iteration 12Q: 3 clusters Score -3244448 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -3244722.750000 Penalty: 5091.077148
	Iteration 13Q: 3 clusters Score -3244723 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -3244924.500000 Penalty: 5091.077148
	Iteration 14Q: 3 clusters Score -3244924 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -3245003.250000 Penalty: 5091.077148
	Iteration 15Q: 3 clusters Score -3245003 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -3245076.250000 Penalty: 5091.077148
	Iteration 16Q: 3 clusters Score -3245076 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -3245147.500000 Penalty: 5091.077148
	Iteration 17Q: 3 clusters Score -3245148 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -3245199.750000 Penalty: 5091.077148
	Iteration 18Q: 3 clusters Score -3245200 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -3245263.250000 Penalty: 5091.077148
	Iteration 19Q: 3 clusters Score -3245263 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -3245328.750000 Penalty: 5091.077148
	Iteration 20F: 3 clusters Score -3245329 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -3245392.000000 Penalty: 5091.077148
	Iteration 21Q: 3 clusters Score -3245392 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -3245455.750000 Penalty: 5091.077148
	Iteration 22Q: 3 clusters Score -3245456 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -3245503.750000 Penalty: 5091.077148
	Iteration 23Q: 3 clusters Score -3245504 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -3245577.500000 Penalty: 5091.077148
	Iteration 24Q: 3 clusters Score -3245578 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -3245645.500000 Penalty: 5091.077148
	Iteration 25Q: 3 clusters Score -3245646 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -3245758.250000 Penalty: 5091.077148
	Iteration 26Q: 3 clusters Score -3245758 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -3245860.250000 Penalty: 5091.077148
	Iteration 27Q: 3 clusters Score -3245860 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -3245963.250000 Penalty: 5091.077148
	Iteration 28Q: 3 clusters Score -3245963 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -3246074.000000 Penalty: 5091.077148
	Iteration 29Q: 3 clusters Score -3246074 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -3246146.000000 Penalty: 5091.077148
	Iteration 30Q: 3 clusters Score -3246146 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -3246218.500000 Penalty: 5091.077148
	Iteration 31Q: 3 clusters Score -3246218 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -3246293.000000 Penalty: 5091.077148
	Iteration 32Q: 3 clusters Score -3246293 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -3246376.750000 Penalty: 5091.077148
	Iteration 33Q: 3 clusters Score -3246377 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -3246437.500000 Penalty: 5091.077148
	Iteration 34Q: 3 clusters Score -3246438 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -3246478.500000 Penalty: 5091.077148
	Iteration 35Q: 3 clusters Score -3246478 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -3246522.250000 Penalty: 5091.077148
	Iteration 36Q: 3 clusters Score -3246522 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -3246546.500000 Penalty: 5091.077148
	Iteration 37Q: 3 clusters Score -3246546 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -3246572.750000 Penalty: 5091.077148
	Iteration 38Q: 3 clusters Score -3246573 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -3246575.000000 Penalty: 5091.077148
	Iteration 39Q: 3 clusters Score -3246575 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -3246588.000000 Penalty: 5091.077148
	Iteration 40F: 3 clusters Score -3246588 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -3246596.750000 Penalty: 5091.077148
	Iteration 41Q: 3 clusters Score -3246597 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -3246611.000000 Penalty: 5091.077148
	Iteration 42Q: 3 clusters Score -3246611 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -3246631.000000 Penalty: 5091.077148
	Iteration 43Q: 3 clusters Score -3246631 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -3246657.250000 Penalty: 5091.077148
	Iteration 44Q: 3 clusters Score -3246657 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -3246685.250000 Penalty: 5091.077148
	Iteration 45Q: 3 clusters Score -3246685 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -3246704.500000 Penalty: 5091.077148
	Iteration 46Q: 3 clusters Score -3246704 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -3246750.250000 Penalty: 5091.077148
	Iteration 47Q: 3 clusters Score -3246750 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -3246860.500000 Penalty: 5091.077148
	Iteration 48Q: 3 clusters Score -3246860 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -3247081.000000 Penalty: 5091.077148
	Iteration 49Q: 3 clusters Score -3247081 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -3247472.500000 Penalty: 5091.077148
	Iteration 50Q: 3 clusters Score -3247472 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -3247799.250000 Penalty: 5091.077148
	Iteration 51Q: 3 clusters Score -3247799 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -3247946.500000 Penalty: 5091.077148
	Iteration 52Q: 3 clusters Score -3247946 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -3248005.000000 Penalty: 5091.077148
	Iteration 53Q: 3 clusters Score -3248005 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -3248036.500000 Penalty: 5091.077148
	Iteration 54Q: 3 clusters Score -3248036 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -3248067.500000 Penalty: 5091.077148
	Iteration 55Q: 3 clusters Score -3248068 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -3248078.750000 Penalty: 5091.077148
	Iteration 56Q: 3 clusters Score -3248079 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -3248090.000000 Penalty: 5091.077148
	Iteration 57Q: 3 clusters Score -3248090 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -3248089.750000 Penalty: 5091.077148
	Iteration 58Q: 3 clusters Score -3248090 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -3248097.500000 Penalty: 5091.077148
	Iteration 59Q: 3 clusters Score -3248098 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3248097 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -3248099.500000 Penalty: 5091.077148
	Iteration 61Q: 3 clusters Score -3248100 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -3248094.250000 Penalty: 5091.077148
	Iteration 62Q: 3 clusters Score -3248094 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3248100 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -3248114.750000 Penalty: 5091.077148
	Iteration 64Q: 3 clusters Score -3248115 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -3248119.000000 Penalty: 5091.077148
	Iteration 65Q: 3 clusters Score -3248119 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -3248123.000000 Penalty: 5091.077148
	Iteration 66Q: 3 clusters Score -3248123 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3248124 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -3248129.500000 Penalty: 5091.077148
	Iteration 68Q: 3 clusters Score -3248130 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -3248135.250000 Penalty: 5091.077148
	Iteration 69Q: 3 clusters Score -3248135 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3248130 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3248134 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -3248143.250000 Penalty: 5091.077148
	Iteration 72Q: 3 clusters Score -3248143 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -3248147.250000 Penalty: 5091.077148
	Iteration 73Q: 3 clusters Score -3248147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -3248151.750000 Penalty: 5091.077148
	Iteration 74Q: 3 clusters Score -3248152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -3248153.000000 Penalty: 5091.077148
	Iteration 75Q: 3 clusters Score -3248153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3248155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -3248141.750000 Penalty: 5091.077148
	Iteration 77Q: 3 clusters Score -3248142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3248146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3248144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -3248141.500000 Penalty: 5091.077148
	Iteration 80F: 3 clusters Score -3248142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -3248141.000000 Penalty: 5091.077148
	Iteration 81Q: 3 clusters Score -3248141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -3248138.250000 Penalty: 5091.077148
	Iteration 82Q: 3 clusters Score -3248138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -3248140.250000 Penalty: 5091.077148
	Iteration 83Q: 3 clusters Score -3248140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3248142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3248142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -3248148.500000 Penalty: 5091.077148
	Iteration 86Q: 3 clusters Score -3248148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3248149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -3248150.000000 Penalty: 5091.077148
	Iteration 88Q: 3 clusters Score -3248150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -3248155.250000 Penalty: 5091.077148
	Iteration 89Q: 3 clusters Score -3248155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3248155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -3248152.000000 Penalty: 5091.077148
	Iteration 91Q: 3 clusters Score -3248152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -3248157.750000 Penalty: 5091.077148
	Iteration 92Q: 3 clusters Score -3248158 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3248157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3248156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3248153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -3248162.000000 Penalty: 5091.077148
	Iteration 96Q: 3 clusters Score -3248162 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3248156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -3248159.000000 Penalty: 5091.077148
	Iteration 98Q: 3 clusters Score -3248159 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -3248162.250000 Penalty: 5091.077148
	Iteration 99Q: 3 clusters Score -3248162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -3248171.000000 Penalty: 5091.077148
	Iteration 100F: 3 clusters Score -3248171 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -3248181.000000 Penalty: 5091.077148
	Iteration 101Q: 3 clusters Score -3248181 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -3248179.750000 Penalty: 5091.077148
	Iteration 102Q: 3 clusters Score -3248180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -3248189.750000 Penalty: 5091.077148
	Iteration 103Q: 3 clusters Score -3248190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3248188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -3248186.000000 Penalty: 5091.077148
	Iteration 105Q: 3 clusters Score -3248186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -3248193.250000 Penalty: 5091.077148
	Iteration 106Q: 3 clusters Score -3248193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3248193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -3248198.750000 Penalty: 5091.077148
	Iteration 108Q: 3 clusters Score -3248199 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -3248196.000000 Penalty: 5091.077148
	Iteration 109Q: 3 clusters Score -3248196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3248199 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -3248205.750000 Penalty: 5091.077148
	Iteration 111Q: 3 clusters Score -3248206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -3248208.500000 Penalty: 5091.077148
	Iteration 112Q: 3 clusters Score -3248208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -3248206.500000 Penalty: 5091.077148
	Iteration 113Q: 3 clusters Score -3248206 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -3248210.500000 Penalty: 5091.077148
	Iteration 114Q: 3 clusters Score -3248210 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -3248214.500000 Penalty: 5091.077148
	Iteration 115Q: 3 clusters Score -3248214 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -3248211.750000 Penalty: 5091.077148
	Iteration 116Q: 3 clusters Score -3248212 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -3248213.250000 Penalty: 5091.077148
	Iteration 117Q: 3 clusters Score -3248213 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -3248219.500000 Penalty: 5091.077148
	Iteration 118Q: 3 clusters Score -3248220 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -3248227.000000 Penalty: 5091.077148
	Iteration 119Q: 3 clusters Score -3248227 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -3248221.500000 Penalty: 5091.077148
	Iteration 120F: 3 clusters Score -3248222 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -3248230.500000 Penalty: 5091.077148
	Iteration 121Q: 3 clusters Score -3248230 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -3248233.750000 Penalty: 5091.077148
	Iteration 122Q: 3 clusters Score -3248234 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -3248235.500000 Penalty: 5091.077148
	Iteration 123Q: 3 clusters Score -3248236 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3248235 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -3248242.500000 Penalty: 5091.077148
	Iteration 125Q: 3 clusters Score -3248242 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -3248238.750000 Penalty: 5091.077148
	Iteration 126Q: 3 clusters Score -3248239 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -3248238.250000 Penalty: 5091.077148
	Iteration 127Q: 3 clusters Score -3248238 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -3248245.250000 Penalty: 5091.077148
	Iteration 128Q: 3 clusters Score -3248245 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -3248247.250000 Penalty: 5091.077148
	Iteration 129Q: 3 clusters Score -3248247 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -3248255.250000 Penalty: 5091.077148
	Iteration 130Q: 3 clusters Score -3248255 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -3248249.750000 Penalty: 5091.077148
	Iteration 131Q: 3 clusters Score -3248250 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -3248259.500000 Penalty: 5091.077148
	Iteration 132Q: 3 clusters Score -3248260 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -3248253.500000 Penalty: 5091.077148
	Iteration 133Q: 3 clusters Score -3248254 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20330 members 
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Entering Unmasked Estep 
Score: -3248261.000000 Penalty: 5091.077148
	Iteration 134Q: 3 clusters Score -3248261 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -3248271.250000 Penalty: 5091.077148
	Iteration 135Q: 3 clusters Score -3248271 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20383 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -3248273 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3248276 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -3248274.750000 Penalty: 5091.077148
	Iteration 138Q: 3 clusters Score -3248275 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -3248278.000000 Penalty: 5091.077148
	Iteration 139Q: 3 clusters Score -3248278 nChanged 29
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Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -3248274 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -3248280.250000 Penalty: 5091.077148
	Iteration 141Q: 3 clusters Score -3248280 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -3248283.500000 Penalty: 5091.077148
	Iteration 142Q: 3 clusters Score -3248284 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -3248290.250000 Penalty: 5091.077148
	Iteration 143Q: 3 clusters Score -3248290 nChanged 20
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Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -3248297.000000 Penalty: 5091.077148
	Iteration 144Q: 3 clusters Score -3248297 nChanged 25
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Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -3248298 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -3248299 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3248300 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -3248308.750000 Penalty: 5091.077148
	Iteration 148Q: 3 clusters Score -3248309 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -3248298 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -3248296.750000 Penalty: 5091.077148
	Iteration 150Q: 3 clusters Score -3248297 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -3248292.750000 Penalty: 5091.077148
	Iteration 151Q: 3 clusters Score -3248293 nChanged 9
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Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -3248286.000000 Penalty: 5091.077148
	Iteration 152Q: 3 clusters Score -3248286 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -3248284 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -3248294.250000 Penalty: 5091.077148
	Iteration 154Q: 3 clusters Score -3248294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -3248298.000000 Penalty: 5091.077148
	Iteration 155Q: 3 clusters Score -3248298 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -3248299.500000 Penalty: 5091.077148
	Iteration 156Q: 3 clusters Score -3248300 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -3248303.250000 Penalty: 5091.077148
	Iteration 157Q: 3 clusters Score -3248303 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -3248311.250000 Penalty: 5091.077148
	Iteration 158Q: 3 clusters Score -3248311 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -3248318.000000 Penalty: 5091.077148
	Iteration 159Q: 3 clusters Score -3248318 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -3248322.500000 Penalty: 5091.077148
	Iteration 160F: 3 clusters Score -3248322 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -3248326.750000 Penalty: 5091.077148
	Iteration 161Q: 3 clusters Score -3248327 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -3248337.750000 Penalty: 5091.077148
	Iteration 162Q: 3 clusters Score -3248338 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -3248335.750000 Penalty: 5091.077148
	Iteration 163Q: 3 clusters Score -3248336 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -3248336.500000 Penalty: 5091.077148
	Iteration 164Q: 3 clusters Score -3248336 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -3248352.500000 Penalty: 5091.077148
	Iteration 165Q: 3 clusters Score -3248352 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -3248355.750000 Penalty: 5091.077148
	Iteration 166Q: 3 clusters Score -3248356 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -3248361.000000 Penalty: 5091.077148
	Iteration 167Q: 3 clusters Score -3248361 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -3248372.500000 Penalty: 5091.077148
	Iteration 168Q: 3 clusters Score -3248372 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -3248384.000000 Penalty: 5091.077148
	Iteration 169Q: 3 clusters Score -3248384 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -3248408.250000 Penalty: 5091.077148
	Iteration 170Q: 3 clusters Score -3248408 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -3248427.500000 Penalty: 5091.077148
	Iteration 171Q: 3 clusters Score -3248428 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -3248458.500000 Penalty: 5091.077148
	Iteration 172Q: 3 clusters Score -3248458 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -3248483.500000 Penalty: 5091.077148
	Iteration 173Q: 3 clusters Score -3248484 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -3248514.000000 Penalty: 5091.077148
	Iteration 174Q: 3 clusters Score -3248514 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -3248552.000000 Penalty: 5091.077148
	Iteration 175Q: 3 clusters Score -3248552 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -3248581.500000 Penalty: 5091.077148
	Iteration 176Q: 3 clusters Score -3248582 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -3248605.000000 Penalty: 5091.077148
	Iteration 177Q: 3 clusters Score -3248605 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -3248625.000000 Penalty: 5091.077148
	Iteration 178Q: 3 clusters Score -3248625 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -3248647.750000 Penalty: 5091.077148
	Iteration 179Q: 3 clusters Score -3248648 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -3248678.750000 Penalty: 5091.077148
	Iteration 180F: 3 clusters Score -3248679 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -3248704.250000 Penalty: 5091.077148
	Iteration 181Q: 3 clusters Score -3248704 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -3248734.000000 Penalty: 5091.077148
	Iteration 182Q: 3 clusters Score -3248734 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -3248747.250000 Penalty: 5091.077148
	Iteration 183Q: 3 clusters Score -3248747 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -3248771.500000 Penalty: 5091.077148
	Iteration 184Q: 3 clusters Score -3248772 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -3248798.250000 Penalty: 5091.077148
	Iteration 185Q: 3 clusters Score -3248798 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -3248822.250000 Penalty: 5091.077148
	Iteration 186Q: 3 clusters Score -3248822 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -3248835.250000 Penalty: 5091.077148
	Iteration 187Q: 3 clusters Score -3248835 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -3248863.750000 Penalty: 5091.077148
	Iteration 188Q: 3 clusters Score -3248864 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -3248872.500000 Penalty: 5091.077148
	Iteration 189Q: 3 clusters Score -3248872 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -3248895.750000 Penalty: 5091.077148
	Iteration 190Q: 3 clusters Score -3248896 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -3248936.250000 Penalty: 5091.077148
	Iteration 191Q: 3 clusters Score -3248936 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -3248955.750000 Penalty: 5091.077148
	Iteration 192Q: 3 clusters Score -3248956 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -3248978.500000 Penalty: 5091.077148
	Iteration 193Q: 3 clusters Score -3248978 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -3249000.250000 Penalty: 5091.077148
	Iteration 194Q: 3 clusters Score -3249000 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -3249038.500000 Penalty: 5091.077148
	Iteration 195Q: 3 clusters Score -3249038 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -3249075.500000 Penalty: 5091.077148
	Iteration 196Q: 3 clusters Score -3249076 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -3249117.750000 Penalty: 5091.077148
	Iteration 197Q: 3 clusters Score -3249118 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -3249141.250000 Penalty: 5091.077148
	Iteration 198Q: 3 clusters Score -3249141 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -3249150.750000 Penalty: 5091.077148
	Iteration 199Q: 3 clusters Score -3249151 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -3249164.250000 Penalty: 5091.077148
	Iteration 200F: 3 clusters Score -3249164 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -3249183.750000 Penalty: 5091.077148
	Iteration 201Q: 3 clusters Score -3249184 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -3249201.000000 Penalty: 5091.077148
	Iteration 202Q: 3 clusters Score -3249201 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -3249204.250000 Penalty: 5091.077148
	Iteration 203Q: 3 clusters Score -3249204 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -3249211.000000 Penalty: 5091.077148
	Iteration 204Q: 3 clusters Score -3249211 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -3249211.750000 Penalty: 5091.077148
	Iteration 205Q: 3 clusters Score -3249212 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -3249218.250000 Penalty: 5091.077148
	Iteration 206Q: 3 clusters Score -3249218 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -3249226.250000 Penalty: 5091.077148
	Iteration 207Q: 3 clusters Score -3249226 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -3249220.500000 Penalty: 5091.077148
	Iteration 208Q: 3 clusters Score -3249220 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -3249229.250000 Penalty: 5091.077148
	Iteration 209Q: 3 clusters Score -3249229 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -3249230.750000 Penalty: 5091.077148
	Iteration 210Q: 3 clusters Score -3249231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -3249229.750000 Penalty: 5091.077148
	Iteration 211Q: 3 clusters Score -3249230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -3249234.250000 Penalty: 5091.077148
	Iteration 212Q: 3 clusters Score -3249234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -3249230.500000 Penalty: 5091.077148
	Iteration 213Q: 3 clusters Score -3249230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -3249233.000000 Penalty: 5091.077148
	Iteration 214Q: 3 clusters Score -3249233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -3249237.500000 Penalty: 5091.077148
	Iteration 215Q: 3 clusters Score -3249238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -3249238.500000 Penalty: 5091.077148
	Iteration 216Q: 3 clusters Score -3249238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -3249235.750000 Penalty: 5091.077148
	Iteration 217Q: 3 clusters Score -3249236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -3249235.250000 Penalty: 5091.077148
	Iteration 218Q: 3 clusters Score -3249235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -3249235.750000 Penalty: 5091.077148
	Iteration 219Q: 3 clusters Score -3249236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -3249235.750000 Penalty: 5091.077148
	Iteration 220F: 3 clusters Score -3249236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (38798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38798 members 
Entering Unmasked Estep 
Score: -4619076.000000 Penalty: 2620.398682
	Iteration 0F: 2 clusters Score -4619076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -4592824.000000 Penalty: 5240.797363
	Iteration 0F: 3 clusters Score -4592824 nChanged 17661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -4602946.500000 Penalty: 5240.797363
	Iteration 1F: 3 clusters Score -4602946 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -4603691.000000 Penalty: 5240.797363
	Iteration 2Q: 3 clusters Score -4603691 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -4604543.500000 Penalty: 5240.797363
	Iteration 3Q: 3 clusters Score -4604544 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -4605630.000000 Penalty: 5240.797363
	Iteration 4F: 3 clusters Score -4605630 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -4606980.000000 Penalty: 5240.797363
	Iteration 5F: 3 clusters Score -4606980 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -4608458.000000 Penalty: 5240.797363
	Iteration 6F: 3 clusters Score -4608458 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -4609862.500000 Penalty: 5240.797363
	Iteration 7F: 3 clusters Score -4609862 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -4611115.500000 Penalty: 5240.797363
	Iteration 8F: 3 clusters Score -4611116 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -4612012.500000 Penalty: 5240.797363
	Iteration 9Q: 3 clusters Score -4612012 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -4612514.500000 Penalty: 5240.797363
	Iteration 10Q: 3 clusters Score -4612514 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -4612851.500000 Penalty: 5240.797363
	Iteration 11Q: 3 clusters Score -4612852 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -4613095.000000 Penalty: 5240.797363
	Iteration 12Q: 3 clusters Score -4613095 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -4613268.000000 Penalty: 5240.797363
	Iteration 13Q: 3 clusters Score -4613268 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -4613372.500000 Penalty: 5240.797363
	Iteration 14Q: 3 clusters Score -4613372 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -4613460.000000 Penalty: 5240.797363
	Iteration 15Q: 3 clusters Score -4613460 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -4613526.500000 Penalty: 5240.797363
	Iteration 16Q: 3 clusters Score -4613526 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -4613582.500000 Penalty: 5240.797363
	Iteration 17Q: 3 clusters Score -4613582 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -4613642.000000 Penalty: 5240.797363
	Iteration 18Q: 3 clusters Score -4613642 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -4613709.000000 Penalty: 5240.797363
	Iteration 19Q: 3 clusters Score -4613709 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -4613772.000000 Penalty: 5240.797363
	Iteration 20F: 3 clusters Score -4613772 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -4613823.500000 Penalty: 5240.797363
	Iteration 21Q: 3 clusters Score -4613824 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -4613883.000000 Penalty: 5240.797363
	Iteration 22Q: 3 clusters Score -4613883 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -4613938.000000 Penalty: 5240.797363
	Iteration 23Q: 3 clusters Score -4613938 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -4613991.000000 Penalty: 5240.797363
	Iteration 24Q: 3 clusters Score -4613991 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -4614029.000000 Penalty: 5240.797363
	Iteration 25Q: 3 clusters Score -4614029 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -4614058.000000 Penalty: 5240.797363
	Iteration 26Q: 3 clusters Score -4614058 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -4614100.500000 Penalty: 5240.797363
	Iteration 27Q: 3 clusters Score -4614100 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -4614171.000000 Penalty: 5240.797363
	Iteration 28Q: 3 clusters Score -4614171 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -4614208.000000 Penalty: 5240.797363
	Iteration 29Q: 3 clusters Score -4614208 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -4614251.000000 Penalty: 5240.797363
	Iteration 30Q: 3 clusters Score -4614251 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -4614296.000000 Penalty: 5240.797363
	Iteration 31Q: 3 clusters Score -4614296 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -4614350.000000 Penalty: 5240.797363
	Iteration 32Q: 3 clusters Score -4614350 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -4614414.000000 Penalty: 5240.797363
	Iteration 33Q: 3 clusters Score -4614414 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 26472 members 
Entering Unmasked Estep 
Score: -4614469.500000 Penalty: 5240.797363
	Iteration 34Q: 3 clusters Score -4614470 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -4614554.000000 Penalty: 5240.797363
	Iteration 35Q: 3 clusters Score -4614554 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -4614628.000000 Penalty: 5240.797363
	Iteration 36Q: 3 clusters Score -4614628 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -4614720.500000 Penalty: 5240.797363
	Iteration 37Q: 3 clusters Score -4614720 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -4614831.000000 Penalty: 5240.797363
	Iteration 38Q: 3 clusters Score -4614831 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -4614941.500000 Penalty: 5240.797363
	Iteration 39Q: 3 clusters Score -4614942 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -4615035.500000 Penalty: 5240.797363
	Iteration 40F: 3 clusters Score -4615036 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -4615135.500000 Penalty: 5240.797363
	Iteration 41Q: 3 clusters Score -4615136 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 29546 members 
Entering Unmasked Estep 
Score: -4615249.500000 Penalty: 5240.797363
	Iteration 42Q: 3 clusters Score -4615250 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -4615338.500000 Penalty: 5240.797363
	Iteration 43Q: 3 clusters Score -4615338 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
Score: -4615423.000000 Penalty: 5240.797363
	Iteration 44Q: 3 clusters Score -4615423 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -4615550.000000 Penalty: 5240.797363
	Iteration 45Q: 3 clusters Score -4615550 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 30940 members 
Entering Unmasked Estep 
Score: -4615702.500000 Penalty: 5240.797363
	Iteration 46Q: 3 clusters Score -4615702 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
Score: -4615815.500000 Penalty: 5240.797363
	Iteration 47Q: 3 clusters Score -4615816 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 31683 members 
Entering Unmasked Estep 
Score: -4615978.500000 Penalty: 5240.797363
	Iteration 48Q: 3 clusters Score -4615978 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 32056 members 
Entering Unmasked Estep 
Score: -4616251.500000 Penalty: 5240.797363
	Iteration 49Q: 3 clusters Score -4616252 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 32408 members 
Entering Unmasked Estep 
Score: -4616581.500000 Penalty: 5240.797363
	Iteration 50Q: 3 clusters Score -4616582 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 32723 members 
Entering Unmasked Estep 
Score: -4616879.500000 Penalty: 5240.797363
	Iteration 51Q: 3 clusters Score -4616880 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 33017 members 
Entering Unmasked Estep 
Score: -4617097.000000 Penalty: 5240.797363
	Iteration 52Q: 3 clusters Score -4617097 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 33262 members 
Entering Unmasked Estep 
Score: -4617232.500000 Penalty: 5240.797363
	Iteration 53Q: 3 clusters Score -4617232 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 33467 members 
Entering Unmasked Estep 
Score: -4617342.500000 Penalty: 5240.797363
	Iteration 54Q: 3 clusters Score -4617342 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 33639 members 
Entering Unmasked Estep 
Score: -4617397.000000 Penalty: 5240.797363
	Iteration 55Q: 3 clusters Score -4617397 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 33768 members 
Entering Unmasked Estep 
Score: -4617455.000000 Penalty: 5240.797363
	Iteration 56Q: 3 clusters Score -4617455 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 33876 members 
Entering Unmasked Estep 
Score: -4617489.500000 Penalty: 5240.797363
	Iteration 57Q: 3 clusters Score -4617490 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -4617505.500000 Penalty: 5240.797363
	Iteration 58Q: 3 clusters Score -4617506 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
Score: -4617508.500000 Penalty: 5240.797363
	Iteration 59Q: 3 clusters Score -4617508 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 34113 members 
Entering Unmasked Estep 
Score: -4617546.500000 Penalty: 5240.797363
	Iteration 60F: 3 clusters Score -4617546 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -4617573.000000 Penalty: 5240.797363
	Iteration 61Q: 3 clusters Score -4617573 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 34259 members 
Entering Unmasked Estep 
Score: -4617575.000000 Penalty: 5240.797363
	Iteration 62Q: 3 clusters Score -4617575 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 34338 members 
Entering Unmasked Estep 
Score: -4617591.500000 Penalty: 5240.797363
	Iteration 63Q: 3 clusters Score -4617592 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 34417 members 
Entering Unmasked Estep 
Score: -4617606.500000 Penalty: 5240.797363
	Iteration 64Q: 3 clusters Score -4617606 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 34470 members 
Entering Unmasked Estep 
Score: -4617618.000000 Penalty: 5240.797363
	Iteration 65Q: 3 clusters Score -4617618 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 34516 members 
Entering Unmasked Estep 
Score: -4617619.500000 Penalty: 5240.797363
	Iteration 66Q: 3 clusters Score -4617620 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 34549 members 
Entering Unmasked Estep 
Score: -4617625.000000 Penalty: 5240.797363
	Iteration 67Q: 3 clusters Score -4617625 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -4617634.500000 Penalty: 5240.797363
	Iteration 68Q: 3 clusters Score -4617634 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
Score: -4617645.500000 Penalty: 5240.797363
	Iteration 69Q: 3 clusters Score -4617646 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 34646 members 
Entering Unmasked Estep 
Score: -4617647.500000 Penalty: 5240.797363
	Iteration 70Q: 3 clusters Score -4617648 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 34673 members 
Entering Unmasked Estep 
Score: -4617647.500000 Penalty: 5240.797363
	Iteration 71Q: 3 clusters Score -4617648 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
Score: -4617654.000000 Penalty: 5240.797363
	Iteration 72Q: 3 clusters Score -4617654 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 34738 members 
Entering Unmasked Estep 
Score: -4617664.500000 Penalty: 5240.797363
	Iteration 73Q: 3 clusters Score -4617664 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 34768 members 
Entering Unmasked Estep 
Score: -4617656.500000 Penalty: 5240.797363
	Iteration 74Q: 3 clusters Score -4617656 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 34802 members 
Entering Unmasked Estep 
Score: -4617664.000000 Penalty: 5240.797363
	Iteration 75Q: 3 clusters Score -4617664 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 34840 members 
Entering Unmasked Estep 
Score: -4617674.500000 Penalty: 5240.797363
	Iteration 76Q: 3 clusters Score -4617674 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -4617686.000000 Penalty: 5240.797363
	Iteration 77Q: 3 clusters Score -4617686 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 34931 members 
Entering Unmasked Estep 
Score: -4617697.000000 Penalty: 5240.797363
	Iteration 78Q: 3 clusters Score -4617697 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 34977 members 
Entering Unmasked Estep 
Score: -4617699.500000 Penalty: 5240.797363
	Iteration 79Q: 3 clusters Score -4617700 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 35012 members 
Entering Unmasked Estep 
Score: -4617710.500000 Penalty: 5240.797363
	Iteration 80F: 3 clusters Score -4617710 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 35042 members 
Entering Unmasked Estep 
Score: -4617711.500000 Penalty: 5240.797363
	Iteration 81Q: 3 clusters Score -4617712 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 35063 members 
Entering Unmasked Estep 
Score: -4617716.500000 Penalty: 5240.797363
	Iteration 82Q: 3 clusters Score -4617716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 35075 members 
Entering Unmasked Estep 
Score: -4617718.000000 Penalty: 5240.797363
	Iteration 83Q: 3 clusters Score -4617718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -4617720.500000 Penalty: 5240.797363
	Iteration 84Q: 3 clusters Score -4617720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 35096 members 
Entering Unmasked Estep 
Score: -4617719.000000 Penalty: 5240.797363
	Iteration 85Q: 3 clusters Score -4617719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 35103 members 
Entering Unmasked Estep 
Score: -4617725.500000 Penalty: 5240.797363
	Iteration 86Q: 3 clusters Score -4617726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 35107 members 
Entering Unmasked Estep 
Score: -4617726.500000 Penalty: 5240.797363
	Iteration 87Q: 3 clusters Score -4617726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -4617719.500000 Penalty: 5240.797363
	Iteration 88Q: 3 clusters Score -4617720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 35120 members 
Entering Unmasked Estep 
Score: -4617728.000000 Penalty: 5240.797363
	Iteration 89Q: 3 clusters Score -4617728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -4617733.000000 Penalty: 5240.797363
	Iteration 90Q: 3 clusters Score -4617733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 35134 members 
Entering Unmasked Estep 
Score: -4617734.000000 Penalty: 5240.797363
	Iteration 91Q: 3 clusters Score -4617734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 35143 members 
Entering Unmasked Estep 
Score: -4617729.000000 Penalty: 5240.797363
	Iteration 92Q: 3 clusters Score -4617729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 35151 members 
Entering Unmasked Estep 
Score: -4617732.500000 Penalty: 5240.797363
	Iteration 93Q: 3 clusters Score -4617732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 35160 members 
Entering Unmasked Estep 
Score: -4617728.500000 Penalty: 5240.797363
	Iteration 94Q: 3 clusters Score -4617728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 35162 members 
Entering Unmasked Estep 
Score: -4617728.500000 Penalty: 5240.797363
	Iteration 95Q: 3 clusters Score -4617728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 35164 members 
Entering Unmasked Estep 
Score: -4617732.500000 Penalty: 5240.797363
	Iteration 96Q: 3 clusters Score -4617732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 35166 members 
Entering Unmasked Estep 
Score: -4617732.500000 Penalty: 5240.797363
	Iteration 97Q: 3 clusters Score -4617732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 35168 members 
Entering Unmasked Estep 
Score: -4617732.500000 Penalty: 5240.797363
	Iteration 98Q: 3 clusters Score -4617732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -4617738.500000 Penalty: 5240.797363
	Iteration 99Q: 3 clusters Score -4617738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 35170 members 
Entering Unmasked Estep 
Score: -4617735.000000 Penalty: 5240.797363
	Iteration 100F: 3 clusters Score -4617735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (82682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82682 members 
Entering Unmasked Estep 
Score: -10096876.000000 Penalty: 2808.043701
	Iteration 0F: 2 clusters Score -1.009688e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41233 members 
Mstep: Class 2 contains 41449 members 
Entering Unmasked Estep 
Score: -10041431.000000 Penalty: 5616.087402
	Iteration 0F: 3 clusters Score -1.004143e+07 nChanged 38733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40660 members 
Mstep: Class 2 contains 42022 members 
Entering Unmasked Estep 
Score: -10063503.000000 Penalty: 5616.087402
	Iteration 1F: 3 clusters Score -1.00635e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40181 members 
Mstep: Class 2 contains 42501 members 
Entering Unmasked Estep 
Score: -10064230.000000 Penalty: 5616.087402
	Iteration 2Q: 3 clusters Score -1.006423e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39545 members 
Mstep: Class 2 contains 43137 members 
Entering Unmasked Estep 
Score: -10064908.000000 Penalty: 5616.087402
	Iteration 3Q: 3 clusters Score -1.006491e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38626 members 
Mstep: Class 2 contains 44056 members 
Entering Unmasked Estep 
Score: -10065539.000000 Penalty: 5616.087402
	Iteration 4Q: 3 clusters Score -1.006554e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 45457 members 
Entering Unmasked Estep 
Score: -10066358.000000 Penalty: 5616.087402
	Iteration 5Q: 3 clusters Score -1.006636e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35170 members 
Mstep: Class 2 contains 47512 members 
Entering Unmasked Estep 
Score: -10067346.000000 Penalty: 5616.087402
	Iteration 6Q: 3 clusters Score -1.006735e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 50426 members 
Entering Unmasked Estep 
Score: -10069054.000000 Penalty: 5616.087402
	Iteration 7Q: 3 clusters Score -1.006905e+07 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28292 members 
Mstep: Class 2 contains 54390 members 
Entering Unmasked Estep 
Score: -10071618.000000 Penalty: 5616.087402
	Iteration 8F: 3 clusters Score -1.007162e+07 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 59354 members 
Entering Unmasked Estep 
Score: -10075123.000000 Penalty: 5616.087402
	Iteration 9F: 3 clusters Score -1.007512e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 64883 members 
Entering Unmasked Estep 
Score: -10079589.000000 Penalty: 5616.087402
	Iteration 10F: 3 clusters Score -1.007959e+07 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 70219 members 
Entering Unmasked Estep 
Score: -10084032.000000 Penalty: 5616.087402
	Iteration 11F: 3 clusters Score -1.008403e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 74566 members 
Entering Unmasked Estep 
Score: -10087810.000000 Penalty: 5616.087402
	Iteration 12F: 3 clusters Score -1.008781e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 77807 members 
Entering Unmasked Estep 
Score: -10090517.000000 Penalty: 5616.087402
	Iteration 13Q: 3 clusters Score -1.009052e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 79909 members 
Entering Unmasked Estep 
Score: -10092245.000000 Penalty: 5616.087402
	Iteration 14Q: 3 clusters Score -1.009224e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 81122 members 
Entering Unmasked Estep 
Score: -10093247.000000 Penalty: 5616.087402
	Iteration 15Q: 3 clusters Score -1.009325e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 81706 members 
Entering Unmasked Estep 
Score: -10093716.000000 Penalty: 5616.087402
	Iteration 16Q: 3 clusters Score -1.009372e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 82031 members 
Entering Unmasked Estep 
Score: -10094001.000000 Penalty: 5616.087402
	Iteration 17Q: 3 clusters Score -1.0094e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 82179 members 
Entering Unmasked Estep 
Score: -10094180.000000 Penalty: 5616.087402
	Iteration 18Q: 3 clusters Score -1.009418e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 82257 members 
Entering Unmasked Estep 
Score: -10094259.000000 Penalty: 5616.087402
	Iteration 19Q: 3 clusters Score -1.009426e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 82306 members 
Entering Unmasked Estep 
Score: -10094321.000000 Penalty: 5616.087402
	Iteration 20F: 3 clusters Score -1.009432e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 82326 members 
Entering Unmasked Estep 
Score: -10094365.000000 Penalty: 5616.087402
	Iteration 21Q: 3 clusters Score -1.009436e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 82347 members 
Entering Unmasked Estep 
Score: -10094409.000000 Penalty: 5616.087402
	Iteration 22Q: 3 clusters Score -1.009441e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 82355 members 
Entering Unmasked Estep 
Score: -10094428.000000 Penalty: 5616.087402
	Iteration 23Q: 3 clusters Score -1.009443e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 82363 members 
Entering Unmasked Estep 
Score: -10094441.000000 Penalty: 5616.087402
	Iteration 24Q: 3 clusters Score -1.009444e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 82369 members 
Entering Unmasked Estep 
Score: -10094452.000000 Penalty: 5616.087402
	Iteration 25Q: 3 clusters Score -1.009445e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 82375 members 
Entering Unmasked Estep 
Score: -10094464.000000 Penalty: 5616.087402
	Iteration 26Q: 3 clusters Score -1.009446e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 82377 members 
Entering Unmasked Estep 
Score: -10094458.000000 Penalty: 5616.087402
	Iteration 27Q: 3 clusters Score -1.009446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 82376 members 
Entering Unmasked Estep 
Score: -10094461.000000 Penalty: 5616.087402
	Iteration 28Q: 3 clusters Score -1.009446e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 82376 members 
Entering Unmasked Estep 
Score: -10094461.000000 Penalty: 5616.087402
	Iteration 29F: 3 clusters Score -1.009446e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (24044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Entering Unmasked Estep 
Score: -2819190.500000 Penalty: 2501.734863
	Iteration 0F: 2 clusters Score -2819190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -2802493.000000 Penalty: 5003.469727
	Iteration 0F: 3 clusters Score -2802493 nChanged 10729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -2808366.500000 Penalty: 5003.469727
	Iteration 1F: 3 clusters Score -2808366 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -2808959.750000 Penalty: 5003.469727
	Iteration 2F: 3 clusters Score -2808960 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -2809595.500000 Penalty: 5003.469727
	Iteration 3F: 3 clusters Score -2809596 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -2810269.250000 Penalty: 5003.469727
	Iteration 4Q: 3 clusters Score -2810269 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -2811043.000000 Penalty: 5003.469727
	Iteration 5Q: 3 clusters Score -2811043 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -2811801.000000 Penalty: 5003.469727
	Iteration 6Q: 3 clusters Score -2811801 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -2812530.000000 Penalty: 5003.469727
	Iteration 7Q: 3 clusters Score -2812530 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -2813247.750000 Penalty: 5003.469727
	Iteration 8Q: 3 clusters Score -2813248 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -2813931.500000 Penalty: 5003.469727
	Iteration 9Q: 3 clusters Score -2813932 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -2814507.250000 Penalty: 5003.469727
	Iteration 10Q: 3 clusters Score -2814507 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -2815044.250000 Penalty: 5003.469727
	Iteration 11Q: 3 clusters Score -2815044 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -2815494.500000 Penalty: 5003.469727
	Iteration 12Q: 3 clusters Score -2815494 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -2815866.500000 Penalty: 5003.469727
	Iteration 13Q: 3 clusters Score -2815866 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -2816150.250000 Penalty: 5003.469727
	Iteration 14Q: 3 clusters Score -2816150 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -2816365.250000 Penalty: 5003.469727
	Iteration 15Q: 3 clusters Score -2816365 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -2816510.250000 Penalty: 5003.469727
	Iteration 16Q: 3 clusters Score -2816510 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -2816613.750000 Penalty: 5003.469727
	Iteration 17Q: 3 clusters Score -2816614 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -2816706.250000 Penalty: 5003.469727
	Iteration 18Q: 3 clusters Score -2816706 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -2816755.750000 Penalty: 5003.469727
	Iteration 19Q: 3 clusters Score -2816756 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -2816810.750000 Penalty: 5003.469727
	Iteration 20F: 3 clusters Score -2816811 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -2816846.250000 Penalty: 5003.469727
	Iteration 21Q: 3 clusters Score -2816846 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -2816871.250000 Penalty: 5003.469727
	Iteration 22Q: 3 clusters Score -2816871 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -2816905.250000 Penalty: 5003.469727
	Iteration 23Q: 3 clusters Score -2816905 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -2816937.500000 Penalty: 5003.469727
	Iteration 24Q: 3 clusters Score -2816938 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -2816953.000000 Penalty: 5003.469727
	Iteration 25Q: 3 clusters Score -2816953 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -2816967.250000 Penalty: 5003.469727
	Iteration 26Q: 3 clusters Score -2816967 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -2816979.500000 Penalty: 5003.469727
	Iteration 27Q: 3 clusters Score -2816980 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -2816994.750000 Penalty: 5003.469727
	Iteration 28Q: 3 clusters Score -2816995 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -2817013.500000 Penalty: 5003.469727
	Iteration 29Q: 3 clusters Score -2817014 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -2817022.250000 Penalty: 5003.469727
	Iteration 30Q: 3 clusters Score -2817022 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -2817036.000000 Penalty: 5003.469727
	Iteration 31Q: 3 clusters Score -2817036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -2817045.000000 Penalty: 5003.469727
	Iteration 32Q: 3 clusters Score -2817045 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -2817063.750000 Penalty: 5003.469727
	Iteration 33Q: 3 clusters Score -2817064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -2817076.500000 Penalty: 5003.469727
	Iteration 34Q: 3 clusters Score -2817076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -2817080.250000 Penalty: 5003.469727
	Iteration 35Q: 3 clusters Score -2817080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -2817087.250000 Penalty: 5003.469727
	Iteration 36Q: 3 clusters Score -2817087 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -2817093.500000 Penalty: 5003.469727
	Iteration 37Q: 3 clusters Score -2817094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -2817096.250000 Penalty: 5003.469727
	Iteration 38Q: 3 clusters Score -2817096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -2817103.250000 Penalty: 5003.469727
	Iteration 39Q: 3 clusters Score -2817103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -2817105.000000 Penalty: 5003.469727
	Iteration 40F: 3 clusters Score -2817105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -2817107.000000 Penalty: 5003.469727
	Iteration 41Q: 3 clusters Score -2817107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -2817105.500000 Penalty: 5003.469727
	Iteration 42Q: 3 clusters Score -2817106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -2817107.750000 Penalty: 5003.469727
	Iteration 43Q: 3 clusters Score -2817108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -2817110.500000 Penalty: 5003.469727
	Iteration 44Q: 3 clusters Score -2817110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -2817113.000000 Penalty: 5003.469727
	Iteration 45Q: 3 clusters Score -2817113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -2817115.500000 Penalty: 5003.469727
	Iteration 46Q: 3 clusters Score -2817116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -2817114.250000 Penalty: 5003.469727
	Iteration 47Q: 3 clusters Score -2817114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -2817114.250000 Penalty: 5003.469727
	Iteration 48F: 3 clusters Score -2817114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (12396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Entering Unmasked Estep 
Score: -1383971.375000 Penalty: 2337.431885
	Iteration 0F: 2 clusters Score -1383971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1374846.500000 Penalty: 4674.863770
	Iteration 0F: 3 clusters Score -1374846 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1377813.375000 Penalty: 4674.863770
	Iteration 1F: 3 clusters Score -1377813 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1378285.000000 Penalty: 4674.863770
	Iteration 2F: 3 clusters Score -1378285 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1378873.875000 Penalty: 4674.863770
	Iteration 3F: 3 clusters Score -1378874 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1379705.625000 Penalty: 4674.863770
	Iteration 4F: 3 clusters Score -1379706 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1380698.125000 Penalty: 4674.863770
	Iteration 5F: 3 clusters Score -1380698 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1381721.000000 Penalty: 4674.863770
	Iteration 6F: 3 clusters Score -1381721 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1382397.750000 Penalty: 4674.863770
	Iteration 7F: 3 clusters Score -1382398 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1382764.250000 Penalty: 4674.863770
	Iteration 8Q: 3 clusters Score -1382764 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1382953.250000 Penalty: 4674.863770
	Iteration 9Q: 3 clusters Score -1382953 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1383053.625000 Penalty: 4674.863770
	Iteration 10Q: 3 clusters Score -1383054 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1383121.500000 Penalty: 4674.863770
	Iteration 11Q: 3 clusters Score -1383122 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1383171.625000 Penalty: 4674.863770
	Iteration 12Q: 3 clusters Score -1383172 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1383214.125000 Penalty: 4674.863770
	Iteration 13Q: 3 clusters Score -1383214 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1383246.500000 Penalty: 4674.863770
	Iteration 14Q: 3 clusters Score -1383246 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1383275.375000 Penalty: 4674.863770
	Iteration 15Q: 3 clusters Score -1383275 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1383301.250000 Penalty: 4674.863770
	Iteration 16Q: 3 clusters Score -1383301 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1383328.000000 Penalty: 4674.863770
	Iteration 17Q: 3 clusters Score -1383328 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1383356.500000 Penalty: 4674.863770
	Iteration 18Q: 3 clusters Score -1383356 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1383376.875000 Penalty: 4674.863770
	Iteration 19Q: 3 clusters Score -1383377 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1383397.375000 Penalty: 4674.863770
	Iteration 20F: 3 clusters Score -1383397 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1383412.500000 Penalty: 4674.863770
	Iteration 21Q: 3 clusters Score -1383412 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1383435.750000 Penalty: 4674.863770
	Iteration 22Q: 3 clusters Score -1383436 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1383457.375000 Penalty: 4674.863770
	Iteration 23Q: 3 clusters Score -1383457 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1383468.875000 Penalty: 4674.863770
	Iteration 24Q: 3 clusters Score -1383469 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1383480.125000 Penalty: 4674.863770
	Iteration 25Q: 3 clusters Score -1383480 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1383490.875000 Penalty: 4674.863770
	Iteration 26Q: 3 clusters Score -1383491 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1383504.500000 Penalty: 4674.863770
	Iteration 27Q: 3 clusters Score -1383504 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1383521.625000 Penalty: 4674.863770
	Iteration 28Q: 3 clusters Score -1383522 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1383524.125000 Penalty: 4674.863770
	Iteration 29Q: 3 clusters Score -1383524 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1383532.500000 Penalty: 4674.863770
	Iteration 30Q: 3 clusters Score -1383532 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1383538.375000 Penalty: 4674.863770
	Iteration 31Q: 3 clusters Score -1383538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1383546.875000 Penalty: 4674.863770
	Iteration 32Q: 3 clusters Score -1383547 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1383551.250000 Penalty: 4674.863770
	Iteration 33Q: 3 clusters Score -1383551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1383555.000000 Penalty: 4674.863770
	Iteration 34Q: 3 clusters Score -1383555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1383553.875000 Penalty: 4674.863770
	Iteration 35Q: 3 clusters Score -1383554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1383551.750000 Penalty: 4674.863770
	Iteration 36Q: 3 clusters Score -1383552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1383555.125000 Penalty: 4674.863770
	Iteration 37Q: 3 clusters Score -1383555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1383560.375000 Penalty: 4674.863770
	Iteration 38Q: 3 clusters Score -1383560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1383565.625000 Penalty: 4674.863770
	Iteration 39Q: 3 clusters Score -1383566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1383567.875000 Penalty: 4674.863770
	Iteration 40F: 3 clusters Score -1383568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1383569.250000 Penalty: 4674.863770
	Iteration 41Q: 3 clusters Score -1383569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1383569.500000 Penalty: 4674.863770
	Iteration 42Q: 3 clusters Score -1383570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1383570.000000 Penalty: 4674.863770
	Iteration 43Q: 3 clusters Score -1383570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1383569.500000 Penalty: 4674.863770
	Iteration 44Q: 3 clusters Score -1383570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1383568.750000 Penalty: 4674.863770
	Iteration 45Q: 3 clusters Score -1383569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1383570.125000 Penalty: 4674.863770
	Iteration 46Q: 3 clusters Score -1383570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1383571.250000 Penalty: 4674.863770
	Iteration 47Q: 3 clusters Score -1383571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1383572.500000 Penalty: 4674.863770
	Iteration 48Q: 3 clusters Score -1383572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1383570.500000 Penalty: 4674.863770
	Iteration 49Q: 3 clusters Score -1383570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1383571.000000 Penalty: 4674.863770
	Iteration 50Q: 3 clusters Score -1383571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1383570.875000 Penalty: 4674.863770
	Iteration 51Q: 3 clusters Score -1383571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1383570.000000 Penalty: 4674.863770
	Iteration 52Q: 3 clusters Score -1383570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1383570.000000 Penalty: 4674.863770
	Iteration 53Q: 3 clusters Score -1383570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1383570.000000 Penalty: 4674.863770
	Iteration 54F: 3 clusters Score -1383570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (318035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318035 members 
Entering Unmasked Estep 
Score: -38703704.000000 Penalty: 3142.139404
	Iteration 0F: 2 clusters Score -3.87037e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158829 members 
Mstep: Class 2 contains 159206 members 
Entering Unmasked Estep 
Score: -38522604.000000 Penalty: 6284.278809
	Iteration 0F: 3 clusters Score -3.85226e+07 nChanged 154079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157392 members 
Mstep: Class 2 contains 160643 members 
Entering Unmasked Estep 
Score: -38616432.000000 Penalty: 6284.278809
	Iteration 1F: 3 clusters Score -3.861643e+07 nChanged 9150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157294 members 
Mstep: Class 2 contains 160741 members 
Entering Unmasked Estep 
Score: -38618488.000000 Penalty: 6284.278809
	Iteration 2Q: 3 clusters Score -3.861849e+07 nChanged 10452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157320 members 
Mstep: Class 2 contains 160715 members 
Entering Unmasked Estep 
Score: -38621304.000000 Penalty: 6284.278809
	Iteration 3Q: 3 clusters Score -3.86213e+07 nChanged 12141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157485 members 
Mstep: Class 2 contains 160550 members 
Entering Unmasked Estep 
Score: -38625328.000000 Penalty: 6284.278809
	Iteration 4Q: 3 clusters Score -3.862533e+07 nChanged 14257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157810 members 
Mstep: Class 2 contains 160225 members 
Entering Unmasked Estep 
Score: -38631292.000000 Penalty: 6284.278809
	Iteration 5Q: 3 clusters Score -3.863129e+07 nChanged 16290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157920 members 
Mstep: Class 2 contains 160115 members 
Entering Unmasked Estep 
Score: -38638360.000000 Penalty: 6284.278809
	Iteration 6F: 3 clusters Score -3.863836e+07 nChanged 16909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157341 members 
Mstep: Class 2 contains 160694 members 
Entering Unmasked Estep 
Score: -38645664.000000 Penalty: 6284.278809
	Iteration 7F: 3 clusters Score -3.864566e+07 nChanged 16361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155612 members 
Mstep: Class 2 contains 162423 members 
Entering Unmasked Estep 
Score: -38652820.000000 Penalty: 6284.278809
	Iteration 8F: 3 clusters Score -3.865282e+07 nChanged 14702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152426 members 
Mstep: Class 2 contains 165609 members 
Entering Unmasked Estep 
Score: -38658448.000000 Penalty: 6284.278809
	Iteration 9Q: 3 clusters Score -3.865845e+07 nChanged 12668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147910 members 
Mstep: Class 2 contains 170125 members 
Entering Unmasked Estep 
Score: -38662660.000000 Penalty: 6284.278809
	Iteration 10Q: 3 clusters Score -3.866266e+07 nChanged 10974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141938 members 
Mstep: Class 2 contains 176097 members 
Entering Unmasked Estep 
Score: -38666072.000000 Penalty: 6284.278809
	Iteration 11Q: 3 clusters Score -3.866607e+07 nChanged 9826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134698 members 
Mstep: Class 2 contains 183337 members 
Entering Unmasked Estep 
Score: -38668700.000000 Penalty: 6284.278809
	Iteration 12Q: 3 clusters Score -3.86687e+07 nChanged 9505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126299 members 
Mstep: Class 2 contains 191736 members 
Entering Unmasked Estep 
Score: -38670696.000000 Penalty: 6284.278809
	Iteration 13Q: 3 clusters Score -3.86707e+07 nChanged 9986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116753 members 
Mstep: Class 2 contains 201282 members 
Entering Unmasked Estep 
Score: -38672832.000000 Penalty: 6284.278809
	Iteration 14Q: 3 clusters Score -3.867283e+07 nChanged 10583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106316 members 
Mstep: Class 2 contains 211719 members 
Entering Unmasked Estep 
Score: -38674764.000000 Penalty: 6284.278809
	Iteration 15Q: 3 clusters Score -3.867476e+07 nChanged 11151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95199 members 
Mstep: Class 2 contains 222836 members 
Entering Unmasked Estep 
Score: -38676584.000000 Penalty: 6284.278809
	Iteration 16Q: 3 clusters Score -3.867658e+07 nChanged 11577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83630 members 
Mstep: Class 2 contains 234405 members 
Entering Unmasked Estep 
Score: -38679064.000000 Penalty: 6284.278809
	Iteration 17Q: 3 clusters Score -3.867906e+07 nChanged 11486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72148 members 
Mstep: Class 2 contains 245887 members 
Entering Unmasked Estep 
Score: -38681272.000000 Penalty: 6284.278809
	Iteration 18Q: 3 clusters Score -3.868127e+07 nChanged 11012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61136 members 
Mstep: Class 2 contains 256899 members 
Entering Unmasked Estep 
Score: -38683984.000000 Penalty: 6284.278809
	Iteration 19Q: 3 clusters Score -3.868398e+07 nChanged 10119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51017 members 
Mstep: Class 2 contains 267018 members 
Entering Unmasked Estep 
Score: -38686956.000000 Penalty: 6284.278809
	Iteration 20F: 3 clusters Score -3.868696e+07 nChanged 8946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42071 members 
Mstep: Class 2 contains 275964 members 
Entering Unmasked Estep 
Score: -38690072.000000 Penalty: 6284.278809
	Iteration 21Q: 3 clusters Score -3.869007e+07 nChanged 7630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 283594 members 
Entering Unmasked Estep 
Score: -38692608.000000 Penalty: 6284.278809
	Iteration 22Q: 3 clusters Score -3.869261e+07 nChanged 6259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 289849 members 
Entering Unmasked Estep 
Score: -38694496.000000 Penalty: 6284.278809
	Iteration 23Q: 3 clusters Score -3.86945e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 294884 members 
Entering Unmasked Estep 
Score: -38696084.000000 Penalty: 6284.278809
	Iteration 24Q: 3 clusters Score -3.869608e+07 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 298852 members 
Entering Unmasked Estep 
Score: -38697440.000000 Penalty: 6284.278809
	Iteration 25Q: 3 clusters Score -3.869744e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 301911 members 
Entering Unmasked Estep 
Score: -38698300.000000 Penalty: 6284.278809
	Iteration 26Q: 3 clusters Score -3.86983e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 304245 members 
Entering Unmasked Estep 
Score: -38699268.000000 Penalty: 6284.278809
	Iteration 27Q: 3 clusters Score -3.869927e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 306018 members 
Entering Unmasked Estep 
Score: -38699980.000000 Penalty: 6284.278809
	Iteration 28Q: 3 clusters Score -3.869998e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 307368 members 
Entering Unmasked Estep 
Score: -38700672.000000 Penalty: 6284.278809
	Iteration 29Q: 3 clusters Score -3.870067e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 308338 members 
Entering Unmasked Estep 
Score: -38700916.000000 Penalty: 6284.278809
	Iteration 30Q: 3 clusters Score -3.870092e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 309118 members 
Entering Unmasked Estep 
Score: -38701212.000000 Penalty: 6284.278809
	Iteration 31Q: 3 clusters Score -3.870121e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 309742 members 
Entering Unmasked Estep 
Score: -38701392.000000 Penalty: 6284.278809
	Iteration 32Q: 3 clusters Score -3.870139e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 310240 members 
Entering Unmasked Estep 
Score: -38701496.000000 Penalty: 6284.278809
	Iteration 33Q: 3 clusters Score -3.87015e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 310637 members 
Entering Unmasked Estep 
Score: -38701648.000000 Penalty: 6284.278809
	Iteration 34Q: 3 clusters Score -3.870165e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 310980 members 
Entering Unmasked Estep 
Score: -38701648.000000 Penalty: 6284.278809
	Iteration 35Q: 3 clusters Score -3.870165e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 311244 members 
Entering Unmasked Estep 
Score: -38701612.000000 Penalty: 6284.278809
	Iteration 36Q: 3 clusters Score -3.870161e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 311437 members 
Entering Unmasked Estep 
Score: -38701644.000000 Penalty: 6284.278809
	Iteration 37Q: 3 clusters Score -3.870164e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 311590 members 
Entering Unmasked Estep 
Score: -38701660.000000 Penalty: 6284.278809
	Iteration 38Q: 3 clusters Score -3.870166e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 311703 members 
Entering Unmasked Estep 
Score: -38701700.000000 Penalty: 6284.278809
	Iteration 39Q: 3 clusters Score -3.87017e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 311812 members 
Entering Unmasked Estep 
Score: -38701740.000000 Penalty: 6284.278809
	Iteration 40F: 3 clusters Score -3.870174e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 311903 members 
Entering Unmasked Estep 
Score: -38701724.000000 Penalty: 6284.278809
	Iteration 41Q: 3 clusters Score -3.870172e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 311971 members 
Entering Unmasked Estep 
Score: -38701792.000000 Penalty: 6284.278809
	Iteration 42Q: 3 clusters Score -3.870179e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 312028 members 
Entering Unmasked Estep 
Score: -38701800.000000 Penalty: 6284.278809
	Iteration 43Q: 3 clusters Score -3.87018e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 312081 members 
Entering Unmasked Estep 
Score: -38701792.000000 Penalty: 6284.278809
	Iteration 44Q: 3 clusters Score -3.870179e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 312125 members 
Entering Unmasked Estep 
Score: -38701784.000000 Penalty: 6284.278809
	Iteration 45Q: 3 clusters Score -3.870178e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 312152 members 
Entering Unmasked Estep 
Score: -38701796.000000 Penalty: 6284.278809
	Iteration 46Q: 3 clusters Score -3.87018e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 312187 members 
Entering Unmasked Estep 
Score: -38701776.000000 Penalty: 6284.278809
	Iteration 47Q: 3 clusters Score -3.870178e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 312215 members 
Entering Unmasked Estep 
Score: -38701772.000000 Penalty: 6284.278809
	Iteration 48Q: 3 clusters Score -3.870177e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 312239 members 
Entering Unmasked Estep 
Score: -38701772.000000 Penalty: 6284.278809
	Iteration 49Q: 3 clusters Score -3.870177e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 312260 members 
Entering Unmasked Estep 
Score: -38701776.000000 Penalty: 6284.278809
	Iteration 50Q: 3 clusters Score -3.870178e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 312280 members 
Entering Unmasked Estep 
Score: -38701780.000000 Penalty: 6284.278809
	Iteration 51Q: 3 clusters Score -3.870178e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 312304 members 
Entering Unmasked Estep 
Score: -38701776.000000 Penalty: 6284.278809
	Iteration 52Q: 3 clusters Score -3.870178e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 312328 members 
Entering Unmasked Estep 
Score: -38701784.000000 Penalty: 6284.278809
	Iteration 53Q: 3 clusters Score -3.870178e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 312341 members 
Entering Unmasked Estep 
Score: -38701756.000000 Penalty: 6284.278809
	Iteration 54Q: 3 clusters Score -3.870176e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 312359 members 
Entering Unmasked Estep 
Score: -38701760.000000 Penalty: 6284.278809
	Iteration 55Q: 3 clusters Score -3.870176e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 312374 members 
Entering Unmasked Estep 
Score: -38701724.000000 Penalty: 6284.278809
	Iteration 56Q: 3 clusters Score -3.870172e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 312391 members 
Entering Unmasked Estep 
Score: -38701756.000000 Penalty: 6284.278809
	Iteration 57Q: 3 clusters Score -3.870176e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 312406 members 
Entering Unmasked Estep 
Score: -38701744.000000 Penalty: 6284.278809
	Iteration 58Q: 3 clusters Score -3.870174e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 312423 members 
Entering Unmasked Estep 
Score: -38701728.000000 Penalty: 6284.278809
	Iteration 59Q: 3 clusters Score -3.870173e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 312434 members 
Entering Unmasked Estep 
Score: -38701736.000000 Penalty: 6284.278809
	Iteration 60F: 3 clusters Score -3.870174e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 312441 members 
Entering Unmasked Estep 
Score: -38701744.000000 Penalty: 6284.278809
	Iteration 61Q: 3 clusters Score -3.870174e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 312450 members 
Entering Unmasked Estep 
Score: -38701732.000000 Penalty: 6284.278809
	Iteration 62Q: 3 clusters Score -3.870173e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 312461 members 
Entering Unmasked Estep 
Score: -38701740.000000 Penalty: 6284.278809
	Iteration 63Q: 3 clusters Score -3.870174e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 312470 members 
Entering Unmasked Estep 
Score: -38701748.000000 Penalty: 6284.278809
	Iteration 64Q: 3 clusters Score -3.870175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 312473 members 
Entering Unmasked Estep 
Score: -38701748.000000 Penalty: 6284.278809
	Iteration 65Q: 3 clusters Score -3.870175e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 312480 members 
Entering Unmasked Estep 
Score: -38701760.000000 Penalty: 6284.278809
	Iteration 66Q: 3 clusters Score -3.870176e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 312485 members 
Entering Unmasked Estep 
Score: -38701756.000000 Penalty: 6284.278809
	Iteration 67Q: 3 clusters Score -3.870176e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 312486 members 
Entering Unmasked Estep 
Score: -38701748.000000 Penalty: 6284.278809
	Iteration 68Q: 3 clusters Score -3.870175e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 312491 members 
Entering Unmasked Estep 
Score: -38701760.000000 Penalty: 6284.278809
	Iteration 69Q: 3 clusters Score -3.870176e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 312497 members 
Entering Unmasked Estep 
Score: -38701756.000000 Penalty: 6284.278809
	Iteration 70Q: 3 clusters Score -3.870176e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 312503 members 
Entering Unmasked Estep 
Score: -38701776.000000 Penalty: 6284.278809
	Iteration 71Q: 3 clusters Score -3.870178e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 312513 members 
Entering Unmasked Estep 
Score: -38701748.000000 Penalty: 6284.278809
	Iteration 72Q: 3 clusters Score -3.870175e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 312516 members 
Entering Unmasked Estep 
Score: -38701764.000000 Penalty: 6284.278809
	Iteration 73Q: 3 clusters Score -3.870176e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 312528 members 
Entering Unmasked Estep 
Score: -38701792.000000 Penalty: 6284.278809
	Iteration 74Q: 3 clusters Score -3.870179e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 312535 members 
Entering Unmasked Estep 
Score: -38701804.000000 Penalty: 6284.278809
	Iteration 75Q: 3 clusters Score -3.87018e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 312542 members 
Entering Unmasked Estep 
Score: -38701792.000000 Penalty: 6284.278809
	Iteration 76Q: 3 clusters Score -3.870179e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 312547 members 
Entering Unmasked Estep 
Score: -38701792.000000 Penalty: 6284.278809
	Iteration 77Q: 3 clusters Score -3.870179e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 312558 members 
Entering Unmasked Estep 
Score: -38701800.000000 Penalty: 6284.278809
	Iteration 78Q: 3 clusters Score -3.87018e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 312564 members 
Entering Unmasked Estep 
Score: -38701800.000000 Penalty: 6284.278809
	Iteration 79Q: 3 clusters Score -3.87018e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 312570 members 
Entering Unmasked Estep 
Score: -38701808.000000 Penalty: 6284.278809
	Iteration 80F: 3 clusters Score -3.870181e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 312577 members 
Entering Unmasked Estep 
Score: -38701804.000000 Penalty: 6284.278809
	Iteration 81Q: 3 clusters Score -3.87018e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 312585 members 
Entering Unmasked Estep 
Score: -38701800.000000 Penalty: 6284.278809
	Iteration 82Q: 3 clusters Score -3.87018e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 312587 members 
Entering Unmasked Estep 
Score: -38701784.000000 Penalty: 6284.278809
	Iteration 83Q: 3 clusters Score -3.870178e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 312591 members 
Entering Unmasked Estep 
Score: -38701784.000000 Penalty: 6284.278809
	Iteration 84Q: 3 clusters Score -3.870178e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 312592 members 
Entering Unmasked Estep 
Score: -38701796.000000 Penalty: 6284.278809
	Iteration 85Q: 3 clusters Score -3.87018e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 312594 members 
Entering Unmasked Estep 
Score: -38701776.000000 Penalty: 6284.278809
	Iteration 86Q: 3 clusters Score -3.870178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 312596 members 
Entering Unmasked Estep 
Score: -38701776.000000 Penalty: 6284.278809
	Iteration 87Q: 3 clusters Score -3.870178e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 312599 members 
Entering Unmasked Estep 
Score: -38701780.000000 Penalty: 6284.278809
	Iteration 88Q: 3 clusters Score -3.870178e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 312600 members 
Entering Unmasked Estep 
Score: -38701796.000000 Penalty: 6284.278809
	Iteration 89Q: 3 clusters Score -3.87018e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 312602 members 
Entering Unmasked Estep 
Score: -38701776.000000 Penalty: 6284.278809
	Iteration 90Q: 3 clusters Score -3.870178e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 312605 members 
Entering Unmasked Estep 
Score: -38701780.000000 Penalty: 6284.278809
	Iteration 91Q: 3 clusters Score -3.870178e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 312606 members 
Entering Unmasked Estep 
Score: -38701776.000000 Penalty: 6284.278809
	Iteration 92Q: 3 clusters Score -3.870178e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 312607 members 
Entering Unmasked Estep 
Score: -38701776.000000 Penalty: 6284.278809
	Iteration 93Q: 3 clusters Score -3.870178e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 312610 members 
Entering Unmasked Estep 
Score: -38701752.000000 Penalty: 6284.278809
	Iteration 94Q: 3 clusters Score -3.870175e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 312611 members 
Entering Unmasked Estep 
Score: -38701768.000000 Penalty: 6284.278809
	Iteration 95Q: 3 clusters Score -3.870177e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 312612 members 
Entering Unmasked Estep 
Score: -38701752.000000 Penalty: 6284.278809
	Iteration 96Q: 3 clusters Score -3.870175e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 312612 members 
Entering Unmasked Estep 
Score: -38701752.000000 Penalty: 6284.278809
	Iteration 97F: 3 clusters Score -3.870175e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (208483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208483 members 
Entering Unmasked Estep 
Score: -25781720.000000 Penalty: 3037.407959
	Iteration 0F: 2 clusters Score -2.578172e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103984 members 
Mstep: Class 2 contains 104499 members 
Entering Unmasked Estep 
Score: -25647392.000000 Penalty: 6074.815918
	Iteration 0F: 3 clusters Score -2.564739e+07 nChanged 99757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100445 members 
Mstep: Class 2 contains 108038 members 
Entering Unmasked Estep 
Score: -25705820.000000 Penalty: 6074.815918
	Iteration 1F: 3 clusters Score -2.570582e+07 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98101 members 
Mstep: Class 2 contains 110382 members 
Entering Unmasked Estep 
Score: -25707034.000000 Penalty: 6074.815918
	Iteration 2Q: 3 clusters Score -2.570703e+07 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94686 members 
Mstep: Class 2 contains 113797 members 
Entering Unmasked Estep 
Score: -25708880.000000 Penalty: 6074.815918
	Iteration 3Q: 3 clusters Score -2.570888e+07 nChanged 7401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89539 members 
Mstep: Class 2 contains 118944 members 
Entering Unmasked Estep 
Score: -25711860.000000 Penalty: 6074.815918
	Iteration 4Q: 3 clusters Score -2.571186e+07 nChanged 8967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82206 members 
Mstep: Class 2 contains 126277 members 
Entering Unmasked Estep 
Score: -25716478.000000 Penalty: 6074.815918
	Iteration 5Q: 3 clusters Score -2.571648e+07 nChanged 11096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72364 members 
Mstep: Class 2 contains 136119 members 
Entering Unmasked Estep 
Score: -25723762.000000 Penalty: 6074.815918
	Iteration 6F: 3 clusters Score -2.572376e+07 nChanged 13123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60375 members 
Mstep: Class 2 contains 148108 members 
Entering Unmasked Estep 
Score: -25734342.000000 Penalty: 6074.815918
	Iteration 7F: 3 clusters Score -2.573434e+07 nChanged 13640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47811 members 
Mstep: Class 2 contains 160672 members 
Entering Unmasked Estep 
Score: -25746258.000000 Penalty: 6074.815918
	Iteration 8F: 3 clusters Score -2.574626e+07 nChanged 11785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37108 members 
Mstep: Class 2 contains 171375 members 
Entering Unmasked Estep 
Score: -25756268.000000 Penalty: 6074.815918
	Iteration 9F: 3 clusters Score -2.575627e+07 nChanged 9061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29049 members 
Mstep: Class 2 contains 179434 members 
Entering Unmasked Estep 
Score: -25763068.000000 Penalty: 6074.815918
	Iteration 10Q: 3 clusters Score -2.576307e+07 nChanged 6768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 185334 members 
Entering Unmasked Estep 
Score: -25767446.000000 Penalty: 6074.815918
	Iteration 11Q: 3 clusters Score -2.576745e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 189680 members 
Entering Unmasked Estep 
Score: -25770136.000000 Penalty: 6074.815918
	Iteration 12Q: 3 clusters Score -2.577014e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 193131 members 
Entering Unmasked Estep 
Score: -25772104.000000 Penalty: 6074.815918
	Iteration 13Q: 3 clusters Score -2.57721e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 195964 members 
Entering Unmasked Estep 
Score: -25773470.000000 Penalty: 6074.815918
	Iteration 14Q: 3 clusters Score -2.577347e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 198186 members 
Entering Unmasked Estep 
Score: -25774564.000000 Penalty: 6074.815918
	Iteration 15Q: 3 clusters Score -2.577456e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 199983 members 
Entering Unmasked Estep 
Score: -25775316.000000 Penalty: 6074.815918
	Iteration 16Q: 3 clusters Score -2.577532e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 201484 members 
Entering Unmasked Estep 
Score: -25775960.000000 Penalty: 6074.815918
	Iteration 17Q: 3 clusters Score -2.577596e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 202695 members 
Entering Unmasked Estep 
Score: -25776532.000000 Penalty: 6074.815918
	Iteration 18Q: 3 clusters Score -2.577653e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 203692 members 
Entering Unmasked Estep 
Score: -25777032.000000 Penalty: 6074.815918
	Iteration 19Q: 3 clusters Score -2.577703e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 204474 members 
Entering Unmasked Estep 
Score: -25777466.000000 Penalty: 6074.815918
	Iteration 20F: 3 clusters Score -2.577747e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 205113 members 
Entering Unmasked Estep 
Score: -25777702.000000 Penalty: 6074.815918
	Iteration 21Q: 3 clusters Score -2.57777e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 205607 members 
Entering Unmasked Estep 
Score: -25777974.000000 Penalty: 6074.815918
	Iteration 22Q: 3 clusters Score -2.577797e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 206052 members 
Entering Unmasked Estep 
Score: -25778264.000000 Penalty: 6074.815918
	Iteration 23Q: 3 clusters Score -2.577826e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 206337 members 
Entering Unmasked Estep 
Score: -25778358.000000 Penalty: 6074.815918
	Iteration 24Q: 3 clusters Score -2.577836e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 206550 members 
Entering Unmasked Estep 
Score: -25778436.000000 Penalty: 6074.815918
	Iteration 25Q: 3 clusters Score -2.577844e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 206698 members 
Entering Unmasked Estep 
Score: -25778508.000000 Penalty: 6074.815918
	Iteration 26Q: 3 clusters Score -2.577851e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 206819 members 
Entering Unmasked Estep 
Score: -25778558.000000 Penalty: 6074.815918
	Iteration 27Q: 3 clusters Score -2.577856e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 206919 members 
Entering Unmasked Estep 
Score: -25778620.000000 Penalty: 6074.815918
	Iteration 28Q: 3 clusters Score -2.577862e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 207014 members 
Entering Unmasked Estep 
Score: -25778690.000000 Penalty: 6074.815918
	Iteration 29Q: 3 clusters Score -2.577869e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 207096 members 
Entering Unmasked Estep 
Score: -25778746.000000 Penalty: 6074.815918
	Iteration 30Q: 3 clusters Score -2.577875e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 207147 members 
Entering Unmasked Estep 
Score: -25778762.000000 Penalty: 6074.815918
	Iteration 31Q: 3 clusters Score -2.577876e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 207184 members 
Entering Unmasked Estep 
Score: -25778832.000000 Penalty: 6074.815918
	Iteration 32Q: 3 clusters Score -2.577883e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 207216 members 
Entering Unmasked Estep 
Score: -25778856.000000 Penalty: 6074.815918
	Iteration 33Q: 3 clusters Score -2.577886e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 207243 members 
Entering Unmasked Estep 
Score: -25778860.000000 Penalty: 6074.815918
	Iteration 34Q: 3 clusters Score -2.577886e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 207275 members 
Entering Unmasked Estep 
Score: -25778902.000000 Penalty: 6074.815918
	Iteration 35Q: 3 clusters Score -2.57789e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 207304 members 
Entering Unmasked Estep 
Score: -25778908.000000 Penalty: 6074.815918
	Iteration 36Q: 3 clusters Score -2.577891e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 207331 members 
Entering Unmasked Estep 
Score: -25778924.000000 Penalty: 6074.815918
	Iteration 37Q: 3 clusters Score -2.577892e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 207348 members 
Entering Unmasked Estep 
Score: -25778918.000000 Penalty: 6074.815918
	Iteration 38Q: 3 clusters Score -2.577892e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 207356 members 
Entering Unmasked Estep 
Score: -25778920.000000 Penalty: 6074.815918
	Iteration 39Q: 3 clusters Score -2.577892e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 207367 members 
Entering Unmasked Estep 
Score: -25778920.000000 Penalty: 6074.815918
	Iteration 40F: 3 clusters Score -2.577892e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 207377 members 
Entering Unmasked Estep 
Score: -25778930.000000 Penalty: 6074.815918
	Iteration 41Q: 3 clusters Score -2.577893e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 207392 members 
Entering Unmasked Estep 
Score: -25778920.000000 Penalty: 6074.815918
	Iteration 42Q: 3 clusters Score -2.577892e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 207403 members 
Entering Unmasked Estep 
Score: -25778920.000000 Penalty: 6074.815918
	Iteration 43Q: 3 clusters Score -2.577892e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 207423 members 
Entering Unmasked Estep 
Score: -25778938.000000 Penalty: 6074.815918
	Iteration 44Q: 3 clusters Score -2.577894e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 207433 members 
Entering Unmasked Estep 
Score: -25778944.000000 Penalty: 6074.815918
	Iteration 45Q: 3 clusters Score -2.577894e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 207440 members 
Entering Unmasked Estep 
Score: -25778964.000000 Penalty: 6074.815918
	Iteration 46Q: 3 clusters Score -2.577896e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 207443 members 
Entering Unmasked Estep 
Score: -25778970.000000 Penalty: 6074.815918
	Iteration 47Q: 3 clusters Score -2.577897e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 207448 members 
Entering Unmasked Estep 
Score: -25778946.000000 Penalty: 6074.815918
	Iteration 48Q: 3 clusters Score -2.577895e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 207454 members 
Entering Unmasked Estep 
Score: -25778978.000000 Penalty: 6074.815918
	Iteration 49Q: 3 clusters Score -2.577898e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 207456 members 
Entering Unmasked Estep 
Score: -25778962.000000 Penalty: 6074.815918
	Iteration 50Q: 3 clusters Score -2.577896e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 207456 members 
Entering Unmasked Estep 
Score: -25778974.000000 Penalty: 6074.815918
	Iteration 51Q: 3 clusters Score -2.577897e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 207463 members 
Entering Unmasked Estep 
Score: -25778976.000000 Penalty: 6074.815918
	Iteration 52Q: 3 clusters Score -2.577898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 207465 members 
Entering Unmasked Estep 
Score: -25778990.000000 Penalty: 6074.815918
	Iteration 53Q: 3 clusters Score -2.577899e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 207466 members 
Entering Unmasked Estep 
Score: -25778982.000000 Penalty: 6074.815918
	Iteration 54Q: 3 clusters Score -2.577898e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 207469 members 
Entering Unmasked Estep 
Score: -25778978.000000 Penalty: 6074.815918
	Iteration 55Q: 3 clusters Score -2.577898e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 207472 members 
Entering Unmasked Estep 
Score: -25778984.000000 Penalty: 6074.815918
	Iteration 56Q: 3 clusters Score -2.577898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 207472 members 
Entering Unmasked Estep 
Score: -25778986.000000 Penalty: 6074.815918
	Iteration 57Q: 3 clusters Score -2.577899e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 207473 members 
Entering Unmasked Estep 
Score: -25778990.000000 Penalty: 6074.815918
	Iteration 58Q: 3 clusters Score -2.577899e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 207473 members 
Entering Unmasked Estep 
Score: -25778990.000000 Penalty: 6074.815918
	Iteration 59F: 3 clusters Score -2.577899e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Entering Unmasked Estep 
Score: -109614.812500 Penalty: 1738.333374
	Iteration 0F: 2 clusters Score -109614.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -107714.203125 Penalty: 3476.666748
	Iteration 0F: 3 clusters Score -107714.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -108324.937500 Penalty: 3476.666748
	Iteration 1F: 3 clusters Score -108324.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -108536.945312 Penalty: 3476.666748
	Iteration 2F: 3 clusters Score -108536.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -108682.187500 Penalty: 3476.666748
	Iteration 3F: 3 clusters Score -108682.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -108777.937500 Penalty: 3476.666748
	Iteration 4Q: 3 clusters Score -108777.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -108898.929688 Penalty: 3476.666748
	Iteration 5Q: 3 clusters Score -108898.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -109002.921875 Penalty: 3476.666748
	Iteration 6Q: 3 clusters Score -109002.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -109086.281250 Penalty: 3476.666748
	Iteration 7Q: 3 clusters Score -109086.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -109136.203125 Penalty: 3476.666748
	Iteration 8Q: 3 clusters Score -109136.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -109163.242188 Penalty: 3476.666748
	Iteration 9Q: 3 clusters Score -109163.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -109183.210938 Penalty: 3476.666748
	Iteration 10Q: 3 clusters Score -109183.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -109209.640625 Penalty: 3476.666748
	Iteration 11Q: 3 clusters Score -109209.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -109222.554688 Penalty: 3476.666748
	Iteration 12Q: 3 clusters Score -109222.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -109227.023438 Penalty: 3476.666748
	Iteration 13Q: 3 clusters Score -109227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -109227.773438 Penalty: 3476.666748
	Iteration 14Q: 3 clusters Score -109227.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -109233.500000 Penalty: 3476.666748
	Iteration 15Q: 3 clusters Score -109233.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -109235.585938 Penalty: 3476.666748
	Iteration 16Q: 3 clusters Score -109235.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -109235.585938 Penalty: 3476.666748
	Iteration 17F: 3 clusters Score -109235.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (16172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Entering Unmasked Estep 
Score: -1869455.125000 Penalty: 2403.376953
	Iteration 0F: 2 clusters Score -1869455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1858012.250000 Penalty: 4806.753906
	Iteration 0F: 3 clusters Score -1858012 nChanged 6908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1862061.625000 Penalty: 4806.753906
	Iteration 1F: 3 clusters Score -1862062 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1863242.375000 Penalty: 4806.753906
	Iteration 2F: 3 clusters Score -1863242 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1864966.375000 Penalty: 4806.753906
	Iteration 3F: 3 clusters Score -1864966 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1867221.625000 Penalty: 4806.753906
	Iteration 4F: 3 clusters Score -1867222 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1869549.500000 Penalty: 4806.753906
	Iteration 5F: 3 clusters Score -1869550 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1871393.375000 Penalty: 4806.753906
	Iteration 6F: 3 clusters Score -1871393 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1872528.875000 Penalty: 4806.753906
	Iteration 7Q: 3 clusters Score -1872529 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1872910.875000 Penalty: 4806.753906
	Iteration 8Q: 3 clusters Score -1872911 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1873016.750000 Penalty: 4806.753906
	Iteration 9Q: 3 clusters Score -1873017 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1873049.125000 Penalty: 4806.753906
	Iteration 10Q: 3 clusters Score -1873049 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1873062.125000 Penalty: 4806.753906
	Iteration 11Q: 3 clusters Score -1873062 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1873070.250000 Penalty: 4806.753906
	Iteration 12Q: 3 clusters Score -1873070 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1873072.750000 Penalty: 4806.753906
	Iteration 13Q: 3 clusters Score -1873073 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1873075.000000 Penalty: 4806.753906
	Iteration 14Q: 3 clusters Score -1873075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1873077.000000 Penalty: 4806.753906
	Iteration 15Q: 3 clusters Score -1873077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1873078.125000 Penalty: 4806.753906
	Iteration 16Q: 3 clusters Score -1873078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1873074.750000 Penalty: 4806.753906
	Iteration 17Q: 3 clusters Score -1873075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1873079.875000 Penalty: 4806.753906
	Iteration 18Q: 3 clusters Score -1873080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1873082.750000 Penalty: 4806.753906
	Iteration 19Q: 3 clusters Score -1873083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1873087.375000 Penalty: 4806.753906
	Iteration 20F: 3 clusters Score -1873087 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1873086.125000 Penalty: 4806.753906
	Iteration 21Q: 3 clusters Score -1873086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1873090.125000 Penalty: 4806.753906
	Iteration 22Q: 3 clusters Score -1873090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1873090.125000 Penalty: 4806.753906
	Iteration 23Q: 3 clusters Score -1873090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1873092.750000 Penalty: 4806.753906
	Iteration 24Q: 3 clusters Score -1873093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1873096.875000 Penalty: 4806.753906
	Iteration 25Q: 3 clusters Score -1873097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1873093.375000 Penalty: 4806.753906
	Iteration 26Q: 3 clusters Score -1873093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1873096.625000 Penalty: 4806.753906
	Iteration 27Q: 3 clusters Score -1873097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1873096.500000 Penalty: 4806.753906
	Iteration 28Q: 3 clusters Score -1873096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1873097.500000 Penalty: 4806.753906
	Iteration 29Q: 3 clusters Score -1873098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1873097.500000 Penalty: 4806.753906
	Iteration 30F: 3 clusters Score -1873098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 260 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 11618 members 
Mstep: Class 3 contains 15060 members 
Mstep: Class 4 contains 6786 members 
Mstep: Class 5 contains 42285 members 
Mstep: Class 6 contains 6202 members 
Mstep: Class 7 contains 7178 members 
Mstep: Class 8 contains 196717 members 
Mstep: Class 9 contains 1591 members 
Mstep: Class 10 contains 27987 members 
Mstep: Class 11 contains 17627 members 
Mstep: Class 12 contains 17022 members 
Mstep: Class 13 contains 56188 members 
Mstep: Class 14 contains 157863 members 
Mstep: Class 15 contains 7127 members 
Mstep: Class 16 contains 5265 members 
Mstep: Class 17 contains 5049 members 
Mstep: Class 18 contains 9045 members 
Mstep: Class 19 contains 15703 members 
Mstep: Class 20 contains 12171 members 
Mstep: Class 21 contains 176594 members 
Mstep: Class 22 contains 28689 members 
Mstep: Class 23 contains 38798 members 
Mstep: Class 24 contains 82682 members 
Mstep: Class 25 contains 24044 members 
Mstep: Class 26 contains 12396 members 
Mstep: Class 27 contains 318035 members 
Mstep: Class 28 contains 208483 members 
Mstep: Class 29 contains 1107 members 
Mstep: Class 30 contains 10442 members 
Mstep: Class 31 contains 8955 members 
Mstep: Class 32 contains 84063 members 
Mstep: Class 33 contains 896 members 
Mstep: Class 34 contains 229002 members 
Mstep: Class 35 contains 84884 members 
Mstep: Class 36 contains 43353 members 
Mstep: Class 37 contains 5730 members 
Entering Unmasked Estep 
Score: -235416576.000000 Penalty: 133086.203125
Splitting cluster 30 changes total score from -235410752.000000 to -235416576.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 31 (8955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Entering Unmasked Estep 
Score: -1071407.500000 Penalty: 2256.791748
	Iteration 0F: 2 clusters Score -1071408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1064459.625000 Penalty: 4513.583496
	Iteration 0F: 3 clusters Score -1064460 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1066972.375000 Penalty: 4513.583496
	Iteration 1F: 3 clusters Score -1066972 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1068023.125000 Penalty: 4513.583496
	Iteration 2F: 3 clusters Score -1068023 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1069357.625000 Penalty: 4513.583496
	Iteration 3F: 3 clusters Score -1069358 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1070345.125000 Penalty: 4513.583496
	Iteration 4F: 3 clusters Score -1070345 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1070756.375000 Penalty: 4513.583496
	Iteration 5F: 3 clusters Score -1070756 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1070916.750000 Penalty: 4513.583496
	Iteration 6Q: 3 clusters Score -1070917 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1070985.000000 Penalty: 4513.583496
	Iteration 7Q: 3 clusters Score -1070985 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1071015.125000 Penalty: 4513.583496
	Iteration 8Q: 3 clusters Score -1071015 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1071033.125000 Penalty: 4513.583496
	Iteration 9Q: 3 clusters Score -1071033 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1071044.375000 Penalty: 4513.583496
	Iteration 10Q: 3 clusters Score -1071044 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1071051.625000 Penalty: 4513.583496
	Iteration 11Q: 3 clusters Score -1071052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1071057.625000 Penalty: 4513.583496
	Iteration 12Q: 3 clusters Score -1071058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1071060.625000 Penalty: 4513.583496
	Iteration 13Q: 3 clusters Score -1071061 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1071064.625000 Penalty: 4513.583496
	Iteration 14Q: 3 clusters Score -1071065 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1071069.750000 Penalty: 4513.583496
	Iteration 15Q: 3 clusters Score -1071070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1071071.875000 Penalty: 4513.583496
	Iteration 16Q: 3 clusters Score -1071072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1071071.625000 Penalty: 4513.583496
	Iteration 17Q: 3 clusters Score -1071072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1071075.750000 Penalty: 4513.583496
	Iteration 18Q: 3 clusters Score -1071076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1071078.250000 Penalty: 4513.583496
	Iteration 19Q: 3 clusters Score -1071078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1071076.875000 Penalty: 4513.583496
	Iteration 20F: 3 clusters Score -1071077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1071078.125000 Penalty: 4513.583496
	Iteration 21Q: 3 clusters Score -1071078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1071081.750000 Penalty: 4513.583496
	Iteration 22Q: 3 clusters Score -1071082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1071079.625000 Penalty: 4513.583496
	Iteration 23Q: 3 clusters Score -1071080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1071081.500000 Penalty: 4513.583496
	Iteration 24Q: 3 clusters Score -1071082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1071081.625000 Penalty: 4513.583496
	Iteration 25Q: 3 clusters Score -1071082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1071081.625000 Penalty: 4513.583496
	Iteration 26F: 3 clusters Score -1071082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (84063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84063 members 
Entering Unmasked Estep 
Score: -10257409.000000 Penalty: 2812.151855
	Iteration 0F: 2 clusters Score -1.025741e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42127 members 
Mstep: Class 2 contains 41936 members 
Entering Unmasked Estep 
Score: -10201240.000000 Penalty: 5624.303711
	Iteration 0F: 3 clusters Score -1.020124e+07 nChanged 39512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42051 members 
Mstep: Class 2 contains 42012 members 
Entering Unmasked Estep 
Score: -10223922.000000 Penalty: 5624.303711
	Iteration 1F: 3 clusters Score -1.022392e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41855 members 
Mstep: Class 2 contains 42208 members 
Entering Unmasked Estep 
Score: -10224872.000000 Penalty: 5624.303711
	Iteration 2Q: 3 clusters Score -1.022487e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 42545 members 
Entering Unmasked Estep 
Score: -10225925.000000 Penalty: 5624.303711
	Iteration 3Q: 3 clusters Score -1.022592e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41032 members 
Mstep: Class 2 contains 43031 members 
Entering Unmasked Estep 
Score: -10226931.000000 Penalty: 5624.303711
	Iteration 4Q: 3 clusters Score -1.022693e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 43939 members 
Entering Unmasked Estep 
Score: -10228085.000000 Penalty: 5624.303711
	Iteration 5Q: 3 clusters Score -1.022808e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38824 members 
Mstep: Class 2 contains 45239 members 
Entering Unmasked Estep 
Score: -10229420.000000 Penalty: 5624.303711
	Iteration 6Q: 3 clusters Score -1.022942e+07 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 47007 members 
Entering Unmasked Estep 
Score: -10231114.000000 Penalty: 5624.303711
	Iteration 7Q: 3 clusters Score -1.023111e+07 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 49332 members 
Entering Unmasked Estep 
Score: -10233125.000000 Penalty: 5624.303711
	Iteration 8F: 3 clusters Score -1.023312e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31963 members 
Mstep: Class 2 contains 52100 members 
Entering Unmasked Estep 
Score: -10235337.000000 Penalty: 5624.303711
	Iteration 9F: 3 clusters Score -1.023534e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 55413 members 
Entering Unmasked Estep 
Score: -10237889.000000 Penalty: 5624.303711
	Iteration 10F: 3 clusters Score -1.023789e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 59038 members 
Entering Unmasked Estep 
Score: -10240478.000000 Penalty: 5624.303711
	Iteration 11F: 3 clusters Score -1.024048e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 62689 members 
Entering Unmasked Estep 
Score: -10243097.000000 Penalty: 5624.303711
	Iteration 12Q: 3 clusters Score -1.02431e+07 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 66141 members 
Entering Unmasked Estep 
Score: -10245512.000000 Penalty: 5624.303711
	Iteration 13Q: 3 clusters Score -1.024551e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 69219 members 
Entering Unmasked Estep 
Score: -10247561.000000 Penalty: 5624.303711
	Iteration 14Q: 3 clusters Score -1.024756e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 71929 members 
Entering Unmasked Estep 
Score: -10249376.000000 Penalty: 5624.303711
	Iteration 15Q: 3 clusters Score -1.024938e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 74235 members 
Entering Unmasked Estep 
Score: -10250858.000000 Penalty: 5624.303711
	Iteration 16Q: 3 clusters Score -1.025086e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 76187 members 
Entering Unmasked Estep 
Score: -10252047.000000 Penalty: 5624.303711
	Iteration 17Q: 3 clusters Score -1.025205e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 77772 members 
Entering Unmasked Estep 
Score: -10252980.000000 Penalty: 5624.303711
	Iteration 18Q: 3 clusters Score -1.025298e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 79030 members 
Entering Unmasked Estep 
Score: -10253738.000000 Penalty: 5624.303711
	Iteration 19Q: 3 clusters Score -1.025374e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 80027 members 
Entering Unmasked Estep 
Score: -10254297.000000 Penalty: 5624.303711
	Iteration 20F: 3 clusters Score -1.02543e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 80848 members 
Entering Unmasked Estep 
Score: -10254790.000000 Penalty: 5624.303711
	Iteration 21Q: 3 clusters Score -1.025479e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 81445 members 
Entering Unmasked Estep 
Score: -10255110.000000 Penalty: 5624.303711
	Iteration 22Q: 3 clusters Score -1.025511e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 81857 members 
Entering Unmasked Estep 
Score: -10255315.000000 Penalty: 5624.303711
	Iteration 23Q: 3 clusters Score -1.025532e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 82173 members 
Entering Unmasked Estep 
Score: -10255460.000000 Penalty: 5624.303711
	Iteration 24Q: 3 clusters Score -1.025546e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 82377 members 
Entering Unmasked Estep 
Score: -10255557.000000 Penalty: 5624.303711
	Iteration 25Q: 3 clusters Score -1.025556e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 82495 members 
Entering Unmasked Estep 
Score: -10255591.000000 Penalty: 5624.303711
	Iteration 26Q: 3 clusters Score -1.025559e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 82574 members 
Entering Unmasked Estep 
Score: -10255626.000000 Penalty: 5624.303711
	Iteration 27Q: 3 clusters Score -1.025563e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 82635 members 
Entering Unmasked Estep 
Score: -10255623.000000 Penalty: 5624.303711
	Iteration 28Q: 3 clusters Score -1.025562e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 82671 members 
Entering Unmasked Estep 
Score: -10255645.000000 Penalty: 5624.303711
	Iteration 29Q: 3 clusters Score -1.025564e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 82693 members 
Entering Unmasked Estep 
Score: -10255650.000000 Penalty: 5624.303711
	Iteration 30Q: 3 clusters Score -1.025565e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 82714 members 
Entering Unmasked Estep 
Score: -10255656.000000 Penalty: 5624.303711
	Iteration 31Q: 3 clusters Score -1.025566e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 82743 members 
Entering Unmasked Estep 
Score: -10255661.000000 Penalty: 5624.303711
	Iteration 32Q: 3 clusters Score -1.025566e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 82761 members 
Entering Unmasked Estep 
Score: -10255668.000000 Penalty: 5624.303711
	Iteration 33Q: 3 clusters Score -1.025567e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 82786 members 
Entering Unmasked Estep 
Score: -10255663.000000 Penalty: 5624.303711
	Iteration 34Q: 3 clusters Score -1.025566e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 82814 members 
Entering Unmasked Estep 
Score: -10255694.000000 Penalty: 5624.303711
	Iteration 35Q: 3 clusters Score -1.025569e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 82835 members 
Entering Unmasked Estep 
Score: -10255705.000000 Penalty: 5624.303711
	Iteration 36Q: 3 clusters Score -1.02557e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 82855 members 
Entering Unmasked Estep 
Score: -10255725.000000 Penalty: 5624.303711
	Iteration 37Q: 3 clusters Score -1.025572e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 82872 members 
Entering Unmasked Estep 
Score: -10255714.000000 Penalty: 5624.303711
	Iteration 38Q: 3 clusters Score -1.025571e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 82881 members 
Entering Unmasked Estep 
Score: -10255717.000000 Penalty: 5624.303711
	Iteration 39Q: 3 clusters Score -1.025572e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 82890 members 
Entering Unmasked Estep 
Score: -10255727.000000 Penalty: 5624.303711
	Iteration 40F: 3 clusters Score -1.025573e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 82899 members 
Entering Unmasked Estep 
Score: -10255723.000000 Penalty: 5624.303711
	Iteration 41Q: 3 clusters Score -1.025572e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 82903 members 
Entering Unmasked Estep 
Score: -10255734.000000 Penalty: 5624.303711
	Iteration 42Q: 3 clusters Score -1.025573e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 82907 members 
Entering Unmasked Estep 
Score: -10255740.000000 Penalty: 5624.303711
	Iteration 43Q: 3 clusters Score -1.025574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 82910 members 
Entering Unmasked Estep 
Score: -10255732.000000 Penalty: 5624.303711
	Iteration 44Q: 3 clusters Score -1.025573e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 82913 members 
Entering Unmasked Estep 
Score: -10255742.000000 Penalty: 5624.303711
	Iteration 45Q: 3 clusters Score -1.025574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 82916 members 
Entering Unmasked Estep 
Score: -10255741.000000 Penalty: 5624.303711
	Iteration 46Q: 3 clusters Score -1.025574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 82918 members 
Entering Unmasked Estep 
Score: -10255740.000000 Penalty: 5624.303711
	Iteration 47Q: 3 clusters Score -1.025574e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 82918 members 
Entering Unmasked Estep 
Score: -10255740.000000 Penalty: 5624.303711
	Iteration 48F: 3 clusters Score -1.025574e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 260 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 11618 members 
Mstep: Class 3 contains 15060 members 
Mstep: Class 4 contains 6786 members 
Mstep: Class 5 contains 42285 members 
Mstep: Class 6 contains 6202 members 
Mstep: Class 7 contains 7178 members 
Mstep: Class 8 contains 196717 members 
Mstep: Class 9 contains 1591 members 
Mstep: Class 10 contains 27987 members 
Mstep: Class 11 contains 17627 members 
Mstep: Class 12 contains 17022 members 
Mstep: Class 13 contains 56188 members 
Mstep: Class 14 contains 157863 members 
Mstep: Class 15 contains 7127 members 
Mstep: Class 16 contains 5265 members 
Mstep: Class 17 contains 5049 members 
Mstep: Class 18 contains 9045 members 
Mstep: Class 19 contains 15703 members 
Mstep: Class 20 contains 12171 members 
Mstep: Class 21 contains 176594 members 
Mstep: Class 22 contains 28689 members 
Mstep: Class 23 contains 38798 members 
Mstep: Class 24 contains 82682 members 
Mstep: Class 25 contains 24044 members 
Mstep: Class 26 contains 12396 members 
Mstep: Class 27 contains 318035 members 
Mstep: Class 28 contains 208483 members 
Mstep: Class 29 contains 1107 members 
Mstep: Class 30 contains 10442 members 
Mstep: Class 31 contains 8955 members 
Mstep: Class 32 contains 84063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235434464.000000 Penalty: 133086.203125
Iteration 79Q: 38 clusters Score -2.354345e+08 nChanged 17082
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 11762 members 
Mstep: Class 3 contains 15126 members 
Mstep: Class 4 contains 6534 members 
Mstep: Class 5 contains 42385 members 
Mstep: Class 6 contains 6187 members 
Mstep: Class 7 contains 7188 members 
Mstep: Class 8 contains 197106 members 
Mstep: Class 9 contains 1601 members 
Mstep: Class 10 contains 28069 members 
Mstep: Class 11 contains 17589 members 
Mstep: Class 12 contains 17013 members 
Mstep: Class 13 contains 56208 members 
Mstep: Class 14 contains 158005 members 
Mstep: Class 15 contains 8606 members 
Mstep: Class 16 contains 6405 members 
Mstep: Class 17 contains 5977 members 
Mstep: Class 18 contains 9077 members 
Mstep: Class 19 contains 15883 members 
Mstep: Class 20 contains 12200 members 
Mstep: Class 21 contains 176715 members 
Mstep: Class 22 contains 28779 members 
Mstep: Class 23 contains 38433 members 
Mstep: Class 24 contains 83020 members 
Mstep: Class 25 contains 24046 members 
Mstep: Class 26 contains 12489 members 
Mstep: Class 27 contains 318703 members 
Mstep: Class 28 contains 209805 members 
Mstep: Class 29 contains 1124 members 
Mstep: Class 30 contains 10292 members 
Mstep: Class 31 contains 8982 members 
Mstep: Class 32 contains 84067 members 
Mstep: Class 33 contains 1057 members 
Mstep: Class 34 contains 225648 members 
Mstep: Class 35 contains 83858 members 
Mstep: Class 36 contains 41073 members 
Mstep: Class 37 contains 5534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235448272.000000 Penalty: 133086.203125
Iteration 80F: 38 clusters Score -2.354483e+08 nChanged 15338
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 12138 members 
Mstep: Class 3 contains 15100 members 
Mstep: Class 4 contains 6156 members 
Mstep: Class 5 contains 42371 members 
Mstep: Class 6 contains 6166 members 
Mstep: Class 7 contains 7078 members 
Mstep: Class 8 contains 196966 members 
Mstep: Class 9 contains 1625 members 
Mstep: Class 10 contains 28143 members 
Mstep: Class 11 contains 17573 members 
Mstep: Class 12 contains 17005 members 
Mstep: Class 13 contains 56199 members 
Mstep: Class 14 contains 157913 members 
Mstep: Class 15 contains 9422 members 
Mstep: Class 16 contains 7201 members 
Mstep: Class 17 contains 6572 members 
Mstep: Class 18 contains 9052 members 
Mstep: Class 19 contains 15644 members 
Mstep: Class 20 contains 12211 members 
Mstep: Class 21 contains 176319 members 
Mstep: Class 22 contains 28499 members 
Mstep: Class 23 contains 38058 members 
Mstep: Class 24 contains 82918 members 
Mstep: Class 25 contains 24037 members 
Mstep: Class 26 contains 12550 members 
Mstep: Class 27 contains 319062 members 
Mstep: Class 28 contains 209447 members 
Mstep: Class 29 contains 1120 members 
Mstep: Class 30 contains 10204 members 
Mstep: Class 31 contains 8979 members 
Mstep: Class 32 contains 84003 members 
Mstep: Class 33 contains 1050 members 
Mstep: Class 34 contains 225056 members 
Mstep: Class 35 contains 84183 members 
Mstep: Class 36 contains 40343 members 
Mstep: Class 37 contains 5997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235453040.000000 Penalty: 133086.203125
Iteration 81Q: 38 clusters Score -2.35453e+08 nChanged 11305
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 12509 members 
Mstep: Class 3 contains 15090 members 
Mstep: Class 4 contains 5813 members 
Mstep: Class 5 contains 42368 members 
Mstep: Class 6 contains 6153 members 
Mstep: Class 7 contains 6991 members 
Mstep: Class 8 contains 196874 members 
Mstep: Class 9 contains 1637 members 
Mstep: Class 10 contains 28173 members 
Mstep: Class 11 contains 17563 members 
Mstep: Class 12 contains 17007 members 
Mstep: Class 13 contains 56192 members 
Mstep: Class 14 contains 157822 members 
Mstep: Class 15 contains 10066 members 
Mstep: Class 16 contains 7824 members 
Mstep: Class 17 contains 7064 members 
Mstep: Class 18 contains 9034 members 
Mstep: Class 19 contains 15517 members 
Mstep: Class 20 contains 12227 members 
Mstep: Class 21 contains 175984 members 
Mstep: Class 22 contains 28333 members 
Mstep: Class 23 contains 37646 members 
Mstep: Class 24 contains 82839 members 
Mstep: Class 25 contains 24024 members 
Mstep: Class 26 contains 12623 members 
Mstep: Class 27 contains 319365 members 
Mstep: Class 28 contains 209202 members 
Mstep: Class 29 contains 1119 members 
Mstep: Class 30 contains 10145 members 
Mstep: Class 31 contains 8975 members 
Mstep: Class 32 contains 83975 members 
Mstep: Class 33 contains 1039 members 
Mstep: Class 34 contains 224585 members 
Mstep: Class 35 contains 84580 members 
Mstep: Class 36 contains 39563 members 
Mstep: Class 37 contains 6241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235456736.000000 Penalty: 133086.203125
Iteration 82Q: 38 clusters Score -2.354567e+08 nChanged 9315
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 12750 members 
Mstep: Class 3 contains 15100 members 
Mstep: Class 4 contains 5521 members 
Mstep: Class 5 contains 42372 members 
Mstep: Class 6 contains 6136 members 
Mstep: Class 7 contains 6933 members 
Mstep: Class 8 contains 196759 members 
Mstep: Class 9 contains 1644 members 
Mstep: Class 10 contains 28199 members 
Mstep: Class 11 contains 17569 members 
Mstep: Class 12 contains 17006 members 
Mstep: Class 13 contains 56165 members 
Mstep: Class 14 contains 157736 members 
Mstep: Class 15 contains 10612 members 
Mstep: Class 16 contains 8290 members 
Mstep: Class 17 contains 7514 members 
Mstep: Class 18 contains 9031 members 
Mstep: Class 19 contains 15406 members 
Mstep: Class 20 contains 12234 members 
Mstep: Class 21 contains 175718 members 
Mstep: Class 22 contains 28171 members 
Mstep: Class 23 contains 37282 members 
Mstep: Class 24 contains 82805 members 
Mstep: Class 25 contains 24008 members 
Mstep: Class 26 contains 12690 members 
Mstep: Class 27 contains 319645 members 
Mstep: Class 28 contains 208910 members 
Mstep: Class 29 contains 1117 members 
Mstep: Class 30 contains 10124 members 
Mstep: Class 31 contains 8981 members 
Mstep: Class 32 contains 83985 members 
Mstep: Class 33 contains 1031 members 
Mstep: Class 34 contains 224341 members 
Mstep: Class 35 contains 85012 members 
Mstep: Class 36 contains 38748 members 
Mstep: Class 37 contains 6413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235458960.000000 Penalty: 133086.203125
Iteration 83Q: 38 clusters Score -2.35459e+08 nChanged 8094
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 12930 members 
Mstep: Class 3 contains 15072 members 
Mstep: Class 4 contains 5288 members 
Mstep: Class 5 contains 42361 members 
Mstep: Class 6 contains 6133 members 
Mstep: Class 7 contains 6879 members 
Mstep: Class 8 contains 196674 members 
Mstep: Class 9 contains 1648 members 
Mstep: Class 10 contains 28204 members 
Mstep: Class 11 contains 17568 members 
Mstep: Class 12 contains 17005 members 
Mstep: Class 13 contains 56140 members 
Mstep: Class 14 contains 157640 members 
Mstep: Class 15 contains 11106 members 
Mstep: Class 16 contains 8672 members 
Mstep: Class 17 contains 7933 members 
Mstep: Class 18 contains 9032 members 
Mstep: Class 19 contains 15319 members 
Mstep: Class 20 contains 12236 members 
Mstep: Class 21 contains 175484 members 
Mstep: Class 22 contains 28073 members 
Mstep: Class 23 contains 36918 members 
Mstep: Class 24 contains 82777 members 
Mstep: Class 25 contains 23996 members 
Mstep: Class 26 contains 12754 members 
Mstep: Class 27 contains 319888 members 
Mstep: Class 28 contains 208475 members 
Mstep: Class 29 contains 1118 members 
Mstep: Class 30 contains 10121 members 
Mstep: Class 31 contains 8981 members 
Mstep: Class 32 contains 84001 members 
Mstep: Class 33 contains 1026 members 
Mstep: Class 34 contains 224416 members 
Mstep: Class 35 contains 85402 members 
Mstep: Class 36 contains 37956 members 
Mstep: Class 37 contains 6538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235460816.000000 Penalty: 133086.203125
Iteration 84Q: 38 clusters Score -2.354608e+08 nChanged 7197
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 13055 members 
Mstep: Class 3 contains 15031 members 
Mstep: Class 4 contains 5068 members 
Mstep: Class 5 contains 42363 members 
Mstep: Class 6 contains 6121 members 
Mstep: Class 7 contains 6845 members 
Mstep: Class 8 contains 196604 members 
Mstep: Class 9 contains 1649 members 
Mstep: Class 10 contains 28199 members 
Mstep: Class 11 contains 17561 members 
Mstep: Class 12 contains 16988 members 
Mstep: Class 13 contains 56129 members 
Mstep: Class 14 contains 157577 members 
Mstep: Class 15 contains 11601 members 
Mstep: Class 16 contains 8974 members 
Mstep: Class 17 contains 8299 members 
Mstep: Class 18 contains 9028 members 
Mstep: Class 19 contains 15258 members 
Mstep: Class 20 contains 12235 members 
Mstep: Class 21 contains 175310 members 
Mstep: Class 22 contains 28020 members 
Mstep: Class 23 contains 36532 members 
Mstep: Class 24 contains 82748 members 
Mstep: Class 25 contains 23986 members 
Mstep: Class 26 contains 12813 members 
Mstep: Class 27 contains 320245 members 
Mstep: Class 28 contains 207975 members 
Mstep: Class 29 contains 1116 members 
Mstep: Class 30 contains 10093 members 
Mstep: Class 31 contains 8980 members 
Mstep: Class 32 contains 84004 members 
Mstep: Class 33 contains 1024 members 
Mstep: Class 34 contains 224525 members 
Mstep: Class 35 contains 85810 members 
Mstep: Class 36 contains 37217 members 
Mstep: Class 37 contains 6637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462192.000000 Penalty: 133086.203125
Iteration 85Q: 38 clusters Score -2.354622e+08 nChanged 6393
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 13139 members 
Mstep: Class 3 contains 14989 members 
Mstep: Class 4 contains 4890 members 
Mstep: Class 5 contains 42339 members 
Mstep: Class 6 contains 6105 members 
Mstep: Class 7 contains 6821 members 
Mstep: Class 8 contains 196526 members 
Mstep: Class 9 contains 1649 members 
Mstep: Class 10 contains 28198 members 
Mstep: Class 11 contains 17567 members 
Mstep: Class 12 contains 16988 members 
Mstep: Class 13 contains 56127 members 
Mstep: Class 14 contains 157522 members 
Mstep: Class 15 contains 12039 members 
Mstep: Class 16 contains 9232 members 
Mstep: Class 17 contains 8584 members 
Mstep: Class 18 contains 9023 members 
Mstep: Class 19 contains 15241 members 
Mstep: Class 20 contains 12236 members 
Mstep: Class 21 contains 175137 members 
Mstep: Class 22 contains 27983 members 
Mstep: Class 23 contains 36156 members 
Mstep: Class 24 contains 82729 members 
Mstep: Class 25 contains 23981 members 
Mstep: Class 26 contains 12884 members 
Mstep: Class 27 contains 320554 members 
Mstep: Class 28 contains 207418 members 
Mstep: Class 29 contains 1114 members 
Mstep: Class 30 contains 10067 members 
Mstep: Class 31 contains 8978 members 
Mstep: Class 32 contains 84004 members 
Mstep: Class 33 contains 1023 members 
Mstep: Class 34 contains 224769 members 
Mstep: Class 35 contains 86219 members 
Mstep: Class 36 contains 36559 members 
Mstep: Class 37 contains 6707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235462736.000000 Penalty: 133086.203125
Iteration 86Q: 38 clusters Score -2.354627e+08 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 13194 members 
Mstep: Class 3 contains 14945 members 
Mstep: Class 4 contains 4751 members 
Mstep: Class 5 contains 42342 members 
Mstep: Class 6 contains 6095 members 
Mstep: Class 7 contains 6797 members 
Mstep: Class 8 contains 196389 members 
Mstep: Class 9 contains 1648 members 
Mstep: Class 10 contains 28209 members 
Mstep: Class 11 contains 17573 members 
Mstep: Class 12 contains 16985 members 
Mstep: Class 13 contains 56128 members 
Mstep: Class 14 contains 157496 members 
Mstep: Class 15 contains 12463 members 
Mstep: Class 16 contains 9471 members 
Mstep: Class 17 contains 8763 members 
Mstep: Class 18 contains 9024 members 
Mstep: Class 19 contains 15223 members 
Mstep: Class 20 contains 12241 members 
Mstep: Class 21 contains 174932 members 
Mstep: Class 22 contains 27971 members 
Mstep: Class 23 contains 35859 members 
Mstep: Class 24 contains 82693 members 
Mstep: Class 25 contains 23975 members 
Mstep: Class 26 contains 12943 members 
Mstep: Class 27 contains 320857 members 
Mstep: Class 28 contains 206763 members 
Mstep: Class 29 contains 1109 members 
Mstep: Class 30 contains 10048 members 
Mstep: Class 31 contains 8972 members 
Mstep: Class 32 contains 84004 members 
Mstep: Class 33 contains 1024 members 
Mstep: Class 34 contains 225251 members 
Mstep: Class 35 contains 86552 members 
Mstep: Class 36 contains 35933 members 
Mstep: Class 37 contains 6770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235464048.000000 Penalty: 133086.203125
Iteration 87Q: 38 clusters Score -2.35464e+08 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 13225 members 
Mstep: Class 3 contains 14896 members 
Mstep: Class 4 contains 4654 members 
Mstep: Class 5 contains 42368 members 
Mstep: Class 6 contains 6079 members 
Mstep: Class 7 contains 6775 members 
Mstep: Class 8 contains 196282 members 
Mstep: Class 9 contains 1648 members 
Mstep: Class 10 contains 28211 members 
Mstep: Class 11 contains 17569 members 
Mstep: Class 12 contains 16986 members 
Mstep: Class 13 contains 56122 members 
Mstep: Class 14 contains 157468 members 
Mstep: Class 15 contains 12852 members 
Mstep: Class 16 contains 9648 members 
Mstep: Class 17 contains 8873 members 
Mstep: Class 18 contains 9038 members 
Mstep: Class 19 contains 15211 members 
Mstep: Class 20 contains 12239 members 
Mstep: Class 21 contains 174778 members 
Mstep: Class 22 contains 27953 members 
Mstep: Class 23 contains 35600 members 
Mstep: Class 24 contains 82658 members 
Mstep: Class 25 contains 23962 members 
Mstep: Class 26 contains 12999 members 
Mstep: Class 27 contains 321113 members 
Mstep: Class 28 contains 205962 members 
Mstep: Class 29 contains 1098 members 
Mstep: Class 30 contains 10027 members 
Mstep: Class 31 contains 8968 members 
Mstep: Class 32 contains 84008 members 
Mstep: Class 33 contains 1024 members 
Mstep: Class 34 contains 225866 members 
Mstep: Class 35 contains 86930 members 
Mstep: Class 36 contains 35390 members 
Mstep: Class 37 contains 6821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235464736.000000 Penalty: 133086.203125
Iteration 88Q: 38 clusters Score -2.354647e+08 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 13264 members 
Mstep: Class 3 contains 14858 members 
Mstep: Class 4 contains 4589 members 
Mstep: Class 5 contains 42383 members 
Mstep: Class 6 contains 6072 members 
Mstep: Class 7 contains 6754 members 
Mstep: Class 8 contains 196119 members 
Mstep: Class 9 contains 1645 members 
Mstep: Class 10 contains 28210 members 
Mstep: Class 11 contains 17555 members 
Mstep: Class 12 contains 16973 members 
Mstep: Class 13 contains 56119 members 
Mstep: Class 14 contains 157440 members 
Mstep: Class 15 contains 13227 members 
Mstep: Class 16 contains 9825 members 
Mstep: Class 17 contains 8957 members 
Mstep: Class 18 contains 9032 members 
Mstep: Class 19 contains 15191 members 
Mstep: Class 20 contains 12242 members 
Mstep: Class 21 contains 174651 members 
Mstep: Class 22 contains 27939 members 
Mstep: Class 23 contains 35350 members 
Mstep: Class 24 contains 82634 members 
Mstep: Class 25 contains 23957 members 
Mstep: Class 26 contains 13036 members 
Mstep: Class 27 contains 321381 members 
Mstep: Class 28 contains 205128 members 
Mstep: Class 29 contains 1100 members 
Mstep: Class 30 contains 10013 members 
Mstep: Class 31 contains 8967 members 
Mstep: Class 32 contains 84016 members 
Mstep: Class 33 contains 1027 members 
Mstep: Class 34 contains 226583 members 
Mstep: Class 35 contains 87253 members 
Mstep: Class 36 contains 34856 members 
Mstep: Class 37 contains 6875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235465664.000000 Penalty: 133086.203125
Iteration 89Q: 38 clusters Score -2.354657e+08 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 13306 members 
Mstep: Class 3 contains 14821 members 
Mstep: Class 4 contains 4513 members 
Mstep: Class 5 contains 42409 members 
Mstep: Class 6 contains 6062 members 
Mstep: Class 7 contains 6742 members 
Mstep: Class 8 contains 195969 members 
Mstep: Class 9 contains 1643 members 
Mstep: Class 10 contains 28200 members 
Mstep: Class 11 contains 17546 members 
Mstep: Class 12 contains 16965 members 
Mstep: Class 13 contains 56126 members 
Mstep: Class 14 contains 157419 members 
Mstep: Class 15 contains 13609 members 
Mstep: Class 16 contains 10003 members 
Mstep: Class 17 contains 9034 members 
Mstep: Class 18 contains 9035 members 
Mstep: Class 19 contains 15187 members 
Mstep: Class 20 contains 12240 members 
Mstep: Class 21 contains 174504 members 
Mstep: Class 22 contains 27942 members 
Mstep: Class 23 contains 35098 members 
Mstep: Class 24 contains 82608 members 
Mstep: Class 25 contains 23954 members 
Mstep: Class 26 contains 13063 members 
Mstep: Class 27 contains 321676 members 
Mstep: Class 28 contains 204305 members 
Mstep: Class 29 contains 1097 members 
Mstep: Class 30 contains 9998 members 
Mstep: Class 31 contains 8973 members 
Mstep: Class 32 contains 83985 members 
Mstep: Class 33 contains 1030 members 
Mstep: Class 34 contains 227285 members 
Mstep: Class 35 contains 87540 members 
Mstep: Class 36 contains 34338 members 
Mstep: Class 37 contains 6915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235466896.000000 Penalty: 133086.203125
Iteration 90Q: 38 clusters Score -2.354669e+08 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 13341 members 
Mstep: Class 3 contains 14772 members 
Mstep: Class 4 contains 4443 members 
Mstep: Class 5 contains 42401 members 
Mstep: Class 6 contains 6051 members 
Mstep: Class 7 contains 6716 members 
Mstep: Class 8 contains 195850 members 
Mstep: Class 9 contains 1641 members 
Mstep: Class 10 contains 28194 members 
Mstep: Class 11 contains 17540 members 
Mstep: Class 12 contains 16956 members 
Mstep: Class 13 contains 56131 members 
Mstep: Class 14 contains 157410 members 
Mstep: Class 15 contains 13937 members 
Mstep: Class 16 contains 10142 members 
Mstep: Class 17 contains 9109 members 
Mstep: Class 18 contains 9036 members 
Mstep: Class 19 contains 15169 members 
Mstep: Class 20 contains 12235 members 
Mstep: Class 21 contains 174365 members 
Mstep: Class 22 contains 27987 members 
Mstep: Class 23 contains 34814 members 
Mstep: Class 24 contains 82575 members 
Mstep: Class 25 contains 23950 members 
Mstep: Class 26 contains 13107 members 
Mstep: Class 27 contains 321991 members 
Mstep: Class 28 contains 203563 members 
Mstep: Class 29 contains 1092 members 
Mstep: Class 30 contains 9984 members 
Mstep: Class 31 contains 8977 members 
Mstep: Class 32 contains 83969 members 
Mstep: Class 33 contains 1033 members 
Mstep: Class 34 contains 227884 members 
Mstep: Class 35 contains 87803 members 
Mstep: Class 36 contains 33935 members 
Mstep: Class 37 contains 6963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235467872.000000 Penalty: 133086.203125
Iteration 91Q: 38 clusters Score -2.354679e+08 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 13356 members 
Mstep: Class 3 contains 14738 members 
Mstep: Class 4 contains 4415 members 
Mstep: Class 5 contains 42388 members 
Mstep: Class 6 contains 6038 members 
Mstep: Class 7 contains 6692 members 
Mstep: Class 8 contains 195707 members 
Mstep: Class 9 contains 1638 members 
Mstep: Class 10 contains 28181 members 
Mstep: Class 11 contains 17541 members 
Mstep: Class 12 contains 16955 members 
Mstep: Class 13 contains 56132 members 
Mstep: Class 14 contains 157400 members 
Mstep: Class 15 contains 14251 members 
Mstep: Class 16 contains 10273 members 
Mstep: Class 17 contains 9166 members 
Mstep: Class 18 contains 9039 members 
Mstep: Class 19 contains 15137 members 
Mstep: Class 20 contains 12229 members 
Mstep: Class 21 contains 174225 members 
Mstep: Class 22 contains 28010 members 
Mstep: Class 23 contains 34574 members 
Mstep: Class 24 contains 82547 members 
Mstep: Class 25 contains 23942 members 
Mstep: Class 26 contains 13130 members 
Mstep: Class 27 contains 322307 members 
Mstep: Class 28 contains 202914 members 
Mstep: Class 29 contains 1088 members 
Mstep: Class 30 contains 9972 members 
Mstep: Class 31 contains 8975 members 
Mstep: Class 32 contains 83943 members 
Mstep: Class 33 contains 1035 members 
Mstep: Class 34 contains 228463 members 
Mstep: Class 35 contains 88002 members 
Mstep: Class 36 contains 33564 members 
Mstep: Class 37 contains 7019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235469008.000000 Penalty: 133086.203125
Iteration 92Q: 38 clusters Score -2.35469e+08 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 13364 members 
Mstep: Class 3 contains 14719 members 
Mstep: Class 4 contains 4367 members 
Mstep: Class 5 contains 42371 members 
Mstep: Class 6 contains 6034 members 
Mstep: Class 7 contains 6681 members 
Mstep: Class 8 contains 195578 members 
Mstep: Class 9 contains 1635 members 
Mstep: Class 10 contains 28170 members 
Mstep: Class 11 contains 17538 members 
Mstep: Class 12 contains 16956 members 
Mstep: Class 13 contains 56134 members 
Mstep: Class 14 contains 157381 members 
Mstep: Class 15 contains 14551 members 
Mstep: Class 16 contains 10383 members 
Mstep: Class 17 contains 9227 members 
Mstep: Class 18 contains 9046 members 
Mstep: Class 19 contains 15110 members 
Mstep: Class 20 contains 12222 members 
Mstep: Class 21 contains 174108 members 
Mstep: Class 22 contains 28036 members 
Mstep: Class 23 contains 34361 members 
Mstep: Class 24 contains 82531 members 
Mstep: Class 25 contains 23935 members 
Mstep: Class 26 contains 13148 members 
Mstep: Class 27 contains 322620 members 
Mstep: Class 28 contains 202302 members 
Mstep: Class 29 contains 1086 members 
Mstep: Class 30 contains 9969 members 
Mstep: Class 31 contains 8977 members 
Mstep: Class 32 contains 83922 members 
Mstep: Class 33 contains 1038 members 
Mstep: Class 34 contains 228981 members 
Mstep: Class 35 contains 88175 members 
Mstep: Class 36 contains 33203 members 
Mstep: Class 37 contains 7066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235469184.000000 Penalty: 133086.203125
Iteration 93Q: 38 clusters Score -2.354692e+08 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 14695 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 42361 members 
Mstep: Class 6 contains 6027 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 195423 members 
Mstep: Class 9 contains 1626 members 
Mstep: Class 10 contains 28166 members 
Mstep: Class 11 contains 17535 members 
Mstep: Class 12 contains 16944 members 
Mstep: Class 13 contains 56132 members 
Mstep: Class 14 contains 157347 members 
Mstep: Class 15 contains 14839 members 
Mstep: Class 16 contains 10490 members 
Mstep: Class 17 contains 9276 members 
Mstep: Class 18 contains 9052 members 
Mstep: Class 19 contains 15084 members 
Mstep: Class 20 contains 12224 members 
Mstep: Class 21 contains 174003 members 
Mstep: Class 22 contains 28074 members 
Mstep: Class 23 contains 34151 members 
Mstep: Class 24 contains 82517 members 
Mstep: Class 25 contains 23929 members 
Mstep: Class 26 contains 13177 members 
Mstep: Class 27 contains 322929 members 
Mstep: Class 28 contains 201669 members 
Mstep: Class 29 contains 1079 members 
Mstep: Class 30 contains 9969 members 
Mstep: Class 31 contains 8978 members 
Mstep: Class 32 contains 83909 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 229537 members 
Mstep: Class 35 contains 88337 members 
Mstep: Class 36 contains 32862 members 
Mstep: Class 37 contains 7110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235469552.000000 Penalty: 133086.203125
Iteration 94Q: 38 clusters Score -2.354696e+08 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 13388 members 
Mstep: Class 3 contains 14674 members 
Mstep: Class 4 contains 4277 members 
Mstep: Class 5 contains 42353 members 
Mstep: Class 6 contains 6020 members 
Mstep: Class 7 contains 6654 members 
Mstep: Class 8 contains 195308 members 
Mstep: Class 9 contains 1602 members 
Mstep: Class 10 contains 28162 members 
Mstep: Class 11 contains 17532 members 
Mstep: Class 12 contains 16932 members 
Mstep: Class 13 contains 56129 members 
Mstep: Class 14 contains 157333 members 
Mstep: Class 15 contains 15146 members 
Mstep: Class 16 contains 10575 members 
Mstep: Class 17 contains 9321 members 
Mstep: Class 18 contains 9056 members 
Mstep: Class 19 contains 15037 members 
Mstep: Class 20 contains 12215 members 
Mstep: Class 21 contains 173931 members 
Mstep: Class 22 contains 28089 members 
Mstep: Class 23 contains 33938 members 
Mstep: Class 24 contains 82515 members 
Mstep: Class 25 contains 23923 members 
Mstep: Class 26 contains 13202 members 
Mstep: Class 27 contains 323248 members 
Mstep: Class 28 contains 201155 members 
Mstep: Class 29 contains 1074 members 
Mstep: Class 30 contains 9967 members 
Mstep: Class 31 contains 8968 members 
Mstep: Class 32 contains 83895 members 
Mstep: Class 33 contains 1070 members 
Mstep: Class 34 contains 229983 members 
Mstep: Class 35 contains 88488 members 
Mstep: Class 36 contains 32512 members 
Mstep: Class 37 contains 7151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235470480.000000 Penalty: 133086.203125
Iteration 95Q: 38 clusters Score -2.354705e+08 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 13420 members 
Mstep: Class 3 contains 14635 members 
Mstep: Class 4 contains 4232 members 
Mstep: Class 5 contains 42340 members 
Mstep: Class 6 contains 6013 members 
Mstep: Class 7 contains 6635 members 
Mstep: Class 8 contains 195211 members 
Mstep: Class 9 contains 1596 members 
Mstep: Class 10 contains 28140 members 
Mstep: Class 11 contains 17524 members 
Mstep: Class 12 contains 16924 members 
Mstep: Class 13 contains 56131 members 
Mstep: Class 14 contains 157297 members 
Mstep: Class 15 contains 15464 members 
Mstep: Class 16 contains 10649 members 
Mstep: Class 17 contains 9367 members 
Mstep: Class 18 contains 9053 members 
Mstep: Class 19 contains 15020 members 
Mstep: Class 20 contains 12211 members 
Mstep: Class 21 contains 173834 members 
Mstep: Class 22 contains 28129 members 
Mstep: Class 23 contains 33710 members 
Mstep: Class 24 contains 82506 members 
Mstep: Class 25 contains 23918 members 
Mstep: Class 26 contains 13231 members 
Mstep: Class 27 contains 323551 members 
Mstep: Class 28 contains 200636 members 
Mstep: Class 29 contains 1074 members 
Mstep: Class 30 contains 9953 members 
Mstep: Class 31 contains 8962 members 
Mstep: Class 32 contains 83888 members 
Mstep: Class 33 contains 1080 members 
Mstep: Class 34 contains 230437 members 
Mstep: Class 35 contains 88647 members 
Mstep: Class 36 contains 32175 members 
Mstep: Class 37 contains 7189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235471808.000000 Penalty: 133086.203125
Iteration 96Q: 38 clusters Score -2.354718e+08 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 13450 members 
Mstep: Class 3 contains 14599 members 
Mstep: Class 4 contains 4189 members 
Mstep: Class 5 contains 42340 members 
Mstep: Class 6 contains 6010 members 
Mstep: Class 7 contains 6620 members 
Mstep: Class 8 contains 195121 members 
Mstep: Class 9 contains 1589 members 
Mstep: Class 10 contains 28136 members 
Mstep: Class 11 contains 17515 members 
Mstep: Class 12 contains 16921 members 
Mstep: Class 13 contains 56130 members 
Mstep: Class 14 contains 157271 members 
Mstep: Class 15 contains 15782 members 
Mstep: Class 16 contains 10732 members 
Mstep: Class 17 contains 9411 members 
Mstep: Class 18 contains 9057 members 
Mstep: Class 19 contains 14981 members 
Mstep: Class 20 contains 12201 members 
Mstep: Class 21 contains 173728 members 
Mstep: Class 22 contains 28157 members 
Mstep: Class 23 contains 33468 members 
Mstep: Class 24 contains 82502 members 
Mstep: Class 25 contains 23919 members 
Mstep: Class 26 contains 13262 members 
Mstep: Class 27 contains 323864 members 
Mstep: Class 28 contains 200121 members 
Mstep: Class 29 contains 1066 members 
Mstep: Class 30 contains 9943 members 
Mstep: Class 31 contains 8959 members 
Mstep: Class 32 contains 83868 members 
Mstep: Class 33 contains 1087 members 
Mstep: Class 34 contains 230869 members 
Mstep: Class 35 contains 88811 members 
Mstep: Class 36 contains 31840 members 
Mstep: Class 37 contains 7238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235473120.000000 Penalty: 133086.203125
Iteration 97Q: 38 clusters Score -2.354731e+08 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 13466 members 
Mstep: Class 3 contains 14584 members 
Mstep: Class 4 contains 4154 members 
Mstep: Class 5 contains 42342 members 
Mstep: Class 6 contains 6004 members 
Mstep: Class 7 contains 6607 members 
Mstep: Class 8 contains 195028 members 
Mstep: Class 9 contains 1588 members 
Mstep: Class 10 contains 28119 members 
Mstep: Class 11 contains 17514 members 
Mstep: Class 12 contains 16921 members 
Mstep: Class 13 contains 56124 members 
Mstep: Class 14 contains 157250 members 
Mstep: Class 15 contains 16125 members 
Mstep: Class 16 contains 10801 members 
Mstep: Class 17 contains 9456 members 
Mstep: Class 18 contains 9056 members 
Mstep: Class 19 contains 14936 members 
Mstep: Class 20 contains 12198 members 
Mstep: Class 21 contains 173658 members 
Mstep: Class 22 contains 28192 members 
Mstep: Class 23 contains 33236 members 
Mstep: Class 24 contains 82498 members 
Mstep: Class 25 contains 23918 members 
Mstep: Class 26 contains 13280 members 
Mstep: Class 27 contains 324144 members 
Mstep: Class 28 contains 199611 members 
Mstep: Class 29 contains 1062 members 
Mstep: Class 30 contains 9928 members 
Mstep: Class 31 contains 8957 members 
Mstep: Class 32 contains 83855 members 
Mstep: Class 33 contains 1088 members 
Mstep: Class 34 contains 231267 members 
Mstep: Class 35 contains 88968 members 
Mstep: Class 36 contains 31504 members 
Mstep: Class 37 contains 7290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235473680.000000 Penalty: 133086.203125
Iteration 98Q: 38 clusters Score -2.354737e+08 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 13481 members 
Mstep: Class 3 contains 14570 members 
Mstep: Class 4 contains 4123 members 
Mstep: Class 5 contains 42341 members 
Mstep: Class 6 contains 6002 members 
Mstep: Class 7 contains 6598 members 
Mstep: Class 8 contains 194962 members 
Mstep: Class 9 contains 1587 members 
Mstep: Class 10 contains 28116 members 
Mstep: Class 11 contains 17513 members 
Mstep: Class 12 contains 16915 members 
Mstep: Class 13 contains 56132 members 
Mstep: Class 14 contains 157221 members 
Mstep: Class 15 contains 16468 members 
Mstep: Class 16 contains 10860 members 
Mstep: Class 17 contains 9495 members 
Mstep: Class 18 contains 9060 members 
Mstep: Class 19 contains 14901 members 
Mstep: Class 20 contains 12194 members 
Mstep: Class 21 contains 173571 members 
Mstep: Class 22 contains 28211 members 
Mstep: Class 23 contains 32981 members 
Mstep: Class 24 contains 82487 members 
Mstep: Class 25 contains 23911 members 
Mstep: Class 26 contains 13307 members 
Mstep: Class 27 contains 324453 members 
Mstep: Class 28 contains 199185 members 
Mstep: Class 29 contains 1064 members 
Mstep: Class 30 contains 9925 members 
Mstep: Class 31 contains 8952 members 
Mstep: Class 32 contains 83842 members 
Mstep: Class 33 contains 1088 members 
Mstep: Class 34 contains 231545 members 
Mstep: Class 35 contains 89117 members 
Mstep: Class 36 contains 31192 members 
Mstep: Class 37 contains 7337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235474160.000000 Penalty: 133086.203125
Iteration 99Q: 38 clusters Score -2.354742e+08 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 13490 members 
Mstep: Class 3 contains 14545 members 
Mstep: Class 4 contains 4090 members 
Mstep: Class 5 contains 42352 members 
Mstep: Class 6 contains 6002 members 
Mstep: Class 7 contains 6587 members 
Mstep: Class 8 contains 194872 members 
Mstep: Class 9 contains 1587 members 
Mstep: Class 10 contains 28112 members 
Mstep: Class 11 contains 17508 members 
Mstep: Class 12 contains 16909 members 
Mstep: Class 13 contains 56135 members 
Mstep: Class 14 contains 157181 members 
Mstep: Class 15 contains 16790 members 
Mstep: Class 16 contains 10904 members 
Mstep: Class 17 contains 9522 members 
Mstep: Class 18 contains 9061 members 
Mstep: Class 19 contains 14874 members 
Mstep: Class 20 contains 12198 members 
Mstep: Class 21 contains 173499 members 
Mstep: Class 22 contains 28244 members 
Mstep: Class 23 contains 32756 members 
Mstep: Class 24 contains 82487 members 
Mstep: Class 25 contains 23913 members 
Mstep: Class 26 contains 13332 members 
Mstep: Class 27 contains 324725 members 
Mstep: Class 28 contains 198775 members 
Mstep: Class 29 contains 1065 members 
Mstep: Class 30 contains 9923 members 
Mstep: Class 31 contains 8952 members 
Mstep: Class 32 contains 83845 members 
Mstep: Class 33 contains 1088 members 
Mstep: Class 34 contains 231850 members 
Mstep: Class 35 contains 89275 members 
Mstep: Class 36 contains 30867 members 
Mstep: Class 37 contains 7380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235474192.000000 Penalty: 133086.203125
Iteration 100F: 38 clusters Score -2.354742e+08 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 13485 members 
Mstep: Class 3 contains 14521 members 
Mstep: Class 4 contains 4017 members 
Mstep: Class 5 contains 42346 members 
Mstep: Class 6 contains 5999 members 
Mstep: Class 7 contains 6570 members 
Mstep: Class 8 contains 194805 members 
Mstep: Class 9 contains 1590 members 
Mstep: Class 10 contains 28111 members 
Mstep: Class 11 contains 17502 members 
Mstep: Class 12 contains 16897 members 
Mstep: Class 13 contains 56140 members 
Mstep: Class 14 contains 157149 members 
Mstep: Class 15 contains 17247 members 
Mstep: Class 16 contains 10958 members 
Mstep: Class 17 contains 9661 members 
Mstep: Class 18 contains 9059 members 
Mstep: Class 19 contains 14849 members 
Mstep: Class 20 contains 12193 members 
Mstep: Class 21 contains 173456 members 
Mstep: Class 22 contains 28265 members 
Mstep: Class 23 contains 32541 members 
Mstep: Class 24 contains 82484 members 
Mstep: Class 25 contains 23913 members 
Mstep: Class 26 contains 13348 members 
Mstep: Class 27 contains 324966 members 
Mstep: Class 28 contains 198339 members 
Mstep: Class 29 contains 1054 members 
Mstep: Class 30 contains 9907 members 
Mstep: Class 31 contains 8946 members 
Mstep: Class 32 contains 83839 members 
Mstep: Class 33 contains 1086 members 
Mstep: Class 34 contains 232163 members 
Mstep: Class 35 contains 89404 members 
Mstep: Class 36 contains 30457 members 
Mstep: Class 37 contains 7420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235474944.000000 Penalty: 133086.203125
Iteration 101Q: 38 clusters Score -2.354749e+08 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 13504 members 
Mstep: Class 3 contains 14511 members 
Mstep: Class 4 contains 3942 members 
Mstep: Class 5 contains 42343 members 
Mstep: Class 6 contains 5998 members 
Mstep: Class 7 contains 6548 members 
Mstep: Class 8 contains 194746 members 
Mstep: Class 9 contains 1591 members 
Mstep: Class 10 contains 28114 members 
Mstep: Class 11 contains 17494 members 
Mstep: Class 12 contains 16891 members 
Mstep: Class 13 contains 56143 members 
Mstep: Class 14 contains 157110 members 
Mstep: Class 15 contains 17699 members 
Mstep: Class 16 contains 11003 members 
Mstep: Class 17 contains 9752 members 
Mstep: Class 18 contains 9060 members 
Mstep: Class 19 contains 14830 members 
Mstep: Class 20 contains 12193 members 
Mstep: Class 21 contains 173401 members 
Mstep: Class 22 contains 28306 members 
Mstep: Class 23 contains 32366 members 
Mstep: Class 24 contains 82471 members 
Mstep: Class 25 contains 23908 members 
Mstep: Class 26 contains 13348 members 
Mstep: Class 27 contains 325182 members 
Mstep: Class 28 contains 197905 members 
Mstep: Class 29 contains 1048 members 
Mstep: Class 30 contains 9901 members 
Mstep: Class 31 contains 8944 members 
Mstep: Class 32 contains 83835 members 
Mstep: Class 33 contains 1086 members 
Mstep: Class 34 contains 232501 members 
Mstep: Class 35 contains 89522 members 
Mstep: Class 36 contains 30025 members 
Mstep: Class 37 contains 7452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235475392.000000 Penalty: 133086.203125
Iteration 102Q: 38 clusters Score -2.354754e+08 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 13513 members 
Mstep: Class 3 contains 14500 members 
Mstep: Class 4 contains 3865 members 
Mstep: Class 5 contains 42341 members 
Mstep: Class 6 contains 5997 members 
Mstep: Class 7 contains 6516 members 
Mstep: Class 8 contains 194653 members 
Mstep: Class 9 contains 1592 members 
Mstep: Class 10 contains 28122 members 
Mstep: Class 11 contains 17489 members 
Mstep: Class 12 contains 16882 members 
Mstep: Class 13 contains 56138 members 
Mstep: Class 14 contains 157079 members 
Mstep: Class 15 contains 18158 members 
Mstep: Class 16 contains 11031 members 
Mstep: Class 17 contains 9818 members 
Mstep: Class 18 contains 9062 members 
Mstep: Class 19 contains 14811 members 
Mstep: Class 20 contains 12194 members 
Mstep: Class 21 contains 173332 members 
Mstep: Class 22 contains 28361 members 
Mstep: Class 23 contains 32202 members 
Mstep: Class 24 contains 82465 members 
Mstep: Class 25 contains 23910 members 
Mstep: Class 26 contains 13359 members 
Mstep: Class 27 contains 325404 members 
Mstep: Class 28 contains 197513 members 
Mstep: Class 29 contains 1039 members 
Mstep: Class 30 contains 9897 members 
Mstep: Class 31 contains 8945 members 
Mstep: Class 32 contains 83843 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 232774 members 
Mstep: Class 35 contains 89677 members 
Mstep: Class 36 contains 29611 members 
Mstep: Class 37 contains 7479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235475632.000000 Penalty: 133086.203125
Iteration 103Q: 38 clusters Score -2.354756e+08 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 13531 members 
Mstep: Class 3 contains 14486 members 
Mstep: Class 4 contains 3797 members 
Mstep: Class 5 contains 42343 members 
Mstep: Class 6 contains 5996 members 
Mstep: Class 7 contains 6490 members 
Mstep: Class 8 contains 194540 members 
Mstep: Class 9 contains 1593 members 
Mstep: Class 10 contains 28136 members 
Mstep: Class 11 contains 17486 members 
Mstep: Class 12 contains 16875 members 
Mstep: Class 13 contains 56134 members 
Mstep: Class 14 contains 157049 members 
Mstep: Class 15 contains 18619 members 
Mstep: Class 16 contains 11061 members 
Mstep: Class 17 contains 9871 members 
Mstep: Class 18 contains 9060 members 
Mstep: Class 19 contains 14786 members 
Mstep: Class 20 contains 12193 members 
Mstep: Class 21 contains 173269 members 
Mstep: Class 22 contains 28440 members 
Mstep: Class 23 contains 32026 members 
Mstep: Class 24 contains 82446 members 
Mstep: Class 25 contains 23913 members 
Mstep: Class 26 contains 13364 members 
Mstep: Class 27 contains 325623 members 
Mstep: Class 28 contains 197219 members 
Mstep: Class 29 contains 1034 members 
Mstep: Class 30 contains 9907 members 
Mstep: Class 31 contains 8946 members 
Mstep: Class 32 contains 83842 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 233010 members 
Mstep: Class 35 contains 89772 members 
Mstep: Class 36 contains 29177 members 
Mstep: Class 37 contains 7507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235476176.000000 Penalty: 133086.203125
Iteration 104Q: 38 clusters Score -2.354762e+08 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 13544 members 
Mstep: Class 3 contains 14475 members 
Mstep: Class 4 contains 3754 members 
Mstep: Class 5 contains 42350 members 
Mstep: Class 6 contains 5995 members 
Mstep: Class 7 contains 6458 members 
Mstep: Class 8 contains 194448 members 
Mstep: Class 9 contains 1595 members 
Mstep: Class 10 contains 28147 members 
Mstep: Class 11 contains 17485 members 
Mstep: Class 12 contains 16872 members 
Mstep: Class 13 contains 56132 members 
Mstep: Class 14 contains 157019 members 
Mstep: Class 15 contains 19094 members 
Mstep: Class 16 contains 11073 members 
Mstep: Class 17 contains 9899 members 
Mstep: Class 18 contains 9060 members 
Mstep: Class 19 contains 14770 members 
Mstep: Class 20 contains 12191 members 
Mstep: Class 21 contains 173237 members 
Mstep: Class 22 contains 28489 members 
Mstep: Class 23 contains 31838 members 
Mstep: Class 24 contains 82436 members 
Mstep: Class 25 contains 23903 members 
Mstep: Class 26 contains 13362 members 
Mstep: Class 27 contains 325873 members 
Mstep: Class 28 contains 196924 members 
Mstep: Class 29 contains 1031 members 
Mstep: Class 30 contains 9913 members 
Mstep: Class 31 contains 8945 members 
Mstep: Class 32 contains 83848 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 233246 members 
Mstep: Class 35 contains 89860 members 
Mstep: Class 36 contains 28712 members 
Mstep: Class 37 contains 7537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235477536.000000 Penalty: 133086.203125
Iteration 105Q: 38 clusters Score -2.354775e+08 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 13566 members 
Mstep: Class 3 contains 14446 members 
Mstep: Class 4 contains 3717 members 
Mstep: Class 5 contains 42357 members 
Mstep: Class 6 contains 5995 members 
Mstep: Class 7 contains 6416 members 
Mstep: Class 8 contains 194383 members 
Mstep: Class 9 contains 1594 members 
Mstep: Class 10 contains 28155 members 
Mstep: Class 11 contains 17485 members 
Mstep: Class 12 contains 16869 members 
Mstep: Class 13 contains 56114 members 
Mstep: Class 14 contains 156990 members 
Mstep: Class 15 contains 19547 members 
Mstep: Class 16 contains 11088 members 
Mstep: Class 17 contains 9925 members 
Mstep: Class 18 contains 9063 members 
Mstep: Class 19 contains 14762 members 
Mstep: Class 20 contains 12190 members 
Mstep: Class 21 contains 173204 members 
Mstep: Class 22 contains 28532 members 
Mstep: Class 23 contains 31628 members 
Mstep: Class 24 contains 82434 members 
Mstep: Class 25 contains 23895 members 
Mstep: Class 26 contains 13364 members 
Mstep: Class 27 contains 326128 members 
Mstep: Class 28 contains 196697 members 
Mstep: Class 29 contains 1027 members 
Mstep: Class 30 contains 9924 members 
Mstep: Class 31 contains 8942 members 
Mstep: Class 32 contains 83836 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 233438 members 
Mstep: Class 35 contains 89936 members 
Mstep: Class 36 contains 28287 members 
Mstep: Class 37 contains 7556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235477968.000000 Penalty: 133086.203125
Iteration 106Q: 38 clusters Score -2.35478e+08 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 13592 members 
Mstep: Class 3 contains 14435 members 
Mstep: Class 4 contains 3668 members 
Mstep: Class 5 contains 42356 members 
Mstep: Class 6 contains 5994 members 
Mstep: Class 7 contains 6374 members 
Mstep: Class 8 contains 194314 members 
Mstep: Class 9 contains 1594 members 
Mstep: Class 10 contains 28150 members 
Mstep: Class 11 contains 17480 members 
Mstep: Class 12 contains 16862 members 
Mstep: Class 13 contains 56093 members 
Mstep: Class 14 contains 156958 members 
Mstep: Class 15 contains 19974 members 
Mstep: Class 16 contains 11113 members 
Mstep: Class 17 contains 9964 members 
Mstep: Class 18 contains 9062 members 
Mstep: Class 19 contains 14757 members 
Mstep: Class 20 contains 12200 members 
Mstep: Class 21 contains 173154 members 
Mstep: Class 22 contains 28593 members 
Mstep: Class 23 contains 31424 members 
Mstep: Class 24 contains 82415 members 
Mstep: Class 25 contains 23895 members 
Mstep: Class 26 contains 13360 members 
Mstep: Class 27 contains 326374 members 
Mstep: Class 28 contains 196476 members 
Mstep: Class 29 contains 1023 members 
Mstep: Class 30 contains 9937 members 
Mstep: Class 31 contains 8942 members 
Mstep: Class 32 contains 83839 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 233581 members 
Mstep: Class 35 contains 89999 members 
Mstep: Class 36 contains 27921 members 
Mstep: Class 37 contains 7590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235478752.000000 Penalty: 133086.203125
Iteration 107Q: 38 clusters Score -2.354788e+08 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 13602 members 
Mstep: Class 3 contains 14427 members 
Mstep: Class 4 contains 3627 members 
Mstep: Class 5 contains 42359 members 
Mstep: Class 6 contains 5991 members 
Mstep: Class 7 contains 6338 members 
Mstep: Class 8 contains 194270 members 
Mstep: Class 9 contains 1594 members 
Mstep: Class 10 contains 28150 members 
Mstep: Class 11 contains 17475 members 
Mstep: Class 12 contains 16861 members 
Mstep: Class 13 contains 56095 members 
Mstep: Class 14 contains 156906 members 
Mstep: Class 15 contains 20395 members 
Mstep: Class 16 contains 11130 members 
Mstep: Class 17 contains 9981 members 
Mstep: Class 18 contains 9059 members 
Mstep: Class 19 contains 14762 members 
Mstep: Class 20 contains 12207 members 
Mstep: Class 21 contains 173124 members 
Mstep: Class 22 contains 28661 members 
Mstep: Class 23 contains 31205 members 
Mstep: Class 24 contains 82403 members 
Mstep: Class 25 contains 23886 members 
Mstep: Class 26 contains 13359 members 
Mstep: Class 27 contains 326631 members 
Mstep: Class 28 contains 196322 members 
Mstep: Class 29 contains 1019 members 
Mstep: Class 30 contains 9969 members 
Mstep: Class 31 contains 8943 members 
Mstep: Class 32 contains 83832 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 233631 members 
Mstep: Class 35 contains 90077 members 
Mstep: Class 36 contains 27535 members 
Mstep: Class 37 contains 7619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235479024.000000 Penalty: 133086.203125
Iteration 108Q: 38 clusters Score -2.35479e+08 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 13611 members 
Mstep: Class 3 contains 14406 members 
Mstep: Class 4 contains 3600 members 
Mstep: Class 5 contains 42367 members 
Mstep: Class 6 contains 5990 members 
Mstep: Class 7 contains 6302 members 
Mstep: Class 8 contains 194215 members 
Mstep: Class 9 contains 1594 members 
Mstep: Class 10 contains 28169 members 
Mstep: Class 11 contains 17465 members 
Mstep: Class 12 contains 16851 members 
Mstep: Class 13 contains 56088 members 
Mstep: Class 14 contains 156879 members 
Mstep: Class 15 contains 20786 members 
Mstep: Class 16 contains 11147 members 
Mstep: Class 17 contains 9986 members 
Mstep: Class 18 contains 9055 members 
Mstep: Class 19 contains 14775 members 
Mstep: Class 20 contains 12218 members 
Mstep: Class 21 contains 173121 members 
Mstep: Class 22 contains 28721 members 
Mstep: Class 23 contains 31020 members 
Mstep: Class 24 contains 82393 members 
Mstep: Class 25 contains 23882 members 
Mstep: Class 26 contains 13356 members 
Mstep: Class 27 contains 326861 members 
Mstep: Class 28 contains 196159 members 
Mstep: Class 29 contains 1015 members 
Mstep: Class 30 contains 9978 members 
Mstep: Class 31 contains 8943 members 
Mstep: Class 32 contains 83841 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 233692 members 
Mstep: Class 35 contains 90151 members 
Mstep: Class 36 contains 27145 members 
Mstep: Class 37 contains 7641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235479584.000000 Penalty: 133086.203125
Iteration 109Q: 38 clusters Score -2.354796e+08 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 13614 members 
Mstep: Class 3 contains 14396 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 42368 members 
Mstep: Class 6 contains 5989 members 
Mstep: Class 7 contains 6275 members 
Mstep: Class 8 contains 194198 members 
Mstep: Class 9 contains 1594 members 
Mstep: Class 10 contains 28189 members 
Mstep: Class 11 contains 17457 members 
Mstep: Class 12 contains 16849 members 
Mstep: Class 13 contains 56085 members 
Mstep: Class 14 contains 156844 members 
Mstep: Class 15 contains 21149 members 
Mstep: Class 16 contains 11164 members 
Mstep: Class 17 contains 10001 members 
Mstep: Class 18 contains 9051 members 
Mstep: Class 19 contains 14792 members 
Mstep: Class 20 contains 12217 members 
Mstep: Class 21 contains 173090 members 
Mstep: Class 22 contains 28795 members 
Mstep: Class 23 contains 30836 members 
Mstep: Class 24 contains 82393 members 
Mstep: Class 25 contains 23874 members 
Mstep: Class 26 contains 13359 members 
Mstep: Class 27 contains 327084 members 
Mstep: Class 28 contains 196033 members 
Mstep: Class 29 contains 1014 members 
Mstep: Class 30 contains 9990 members 
Mstep: Class 31 contains 8942 members 
Mstep: Class 32 contains 83846 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 233687 members 
Mstep: Class 35 contains 90190 members 
Mstep: Class 36 contains 26812 members 
Mstep: Class 37 contains 7661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235480544.000000 Penalty: 133086.203125
Iteration 110Q: 38 clusters Score -2.354805e+08 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 13610 members 
Mstep: Class 3 contains 14383 members 
Mstep: Class 4 contains 3541 members 
Mstep: Class 5 contains 42375 members 
Mstep: Class 6 contains 5989 members 
Mstep: Class 7 contains 6234 members 
Mstep: Class 8 contains 194160 members 
Mstep: Class 9 contains 1594 members 
Mstep: Class 10 contains 28207 members 
Mstep: Class 11 contains 17453 members 
Mstep: Class 12 contains 16846 members 
Mstep: Class 13 contains 56081 members 
Mstep: Class 14 contains 156818 members 
Mstep: Class 15 contains 21511 members 
Mstep: Class 16 contains 11180 members 
Mstep: Class 17 contains 10012 members 
Mstep: Class 18 contains 9052 members 
Mstep: Class 19 contains 14808 members 
Mstep: Class 20 contains 12217 members 
Mstep: Class 21 contains 173057 members 
Mstep: Class 22 contains 28881 members 
Mstep: Class 23 contains 30652 members 
Mstep: Class 24 contains 82389 members 
Mstep: Class 25 contains 23869 members 
Mstep: Class 26 contains 13355 members 
Mstep: Class 27 contains 327306 members 
Mstep: Class 28 contains 195993 members 
Mstep: Class 29 contains 1016 members 
Mstep: Class 30 contains 9997 members 
Mstep: Class 31 contains 8943 members 
Mstep: Class 32 contains 83858 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 233639 members 
Mstep: Class 35 contains 90211 members 
Mstep: Class 36 contains 26470 members 
Mstep: Class 37 contains 7670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235480992.000000 Penalty: 133086.203125
Iteration 111Q: 38 clusters Score -2.35481e+08 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 13618 members 
Mstep: Class 3 contains 14375 members 
Mstep: Class 4 contains 3521 members 
Mstep: Class 5 contains 42381 members 
Mstep: Class 6 contains 5987 members 
Mstep: Class 7 contains 6195 members 
Mstep: Class 8 contains 194127 members 
Mstep: Class 9 contains 1594 members 
Mstep: Class 10 contains 28221 members 
Mstep: Class 11 contains 17447 members 
Mstep: Class 12 contains 16842 members 
Mstep: Class 13 contains 56072 members 
Mstep: Class 14 contains 156790 members 
Mstep: Class 15 contains 21888 members 
Mstep: Class 16 contains 11198 members 
Mstep: Class 17 contains 10025 members 
Mstep: Class 18 contains 9045 members 
Mstep: Class 19 contains 14812 members 
Mstep: Class 20 contains 12225 members 
Mstep: Class 21 contains 173040 members 
Mstep: Class 22 contains 28953 members 
Mstep: Class 23 contains 30465 members 
Mstep: Class 24 contains 82383 members 
Mstep: Class 25 contains 23865 members 
Mstep: Class 26 contains 13356 members 
Mstep: Class 27 contains 327525 members 
Mstep: Class 28 contains 195975 members 
Mstep: Class 29 contains 1017 members 
Mstep: Class 30 contains 10007 members 
Mstep: Class 31 contains 8946 members 
Mstep: Class 32 contains 83867 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 233561 members 
Mstep: Class 35 contains 90236 members 
Mstep: Class 36 contains 26106 members 
Mstep: Class 37 contains 7686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235481456.000000 Penalty: 133086.203125
Iteration 112Q: 38 clusters Score -2.354815e+08 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 13639 members 
Mstep: Class 3 contains 14360 members 
Mstep: Class 4 contains 3494 members 
Mstep: Class 5 contains 42373 members 
Mstep: Class 6 contains 5987 members 
Mstep: Class 7 contains 6159 members 
Mstep: Class 8 contains 194120 members 
Mstep: Class 9 contains 1593 members 
Mstep: Class 10 contains 28235 members 
Mstep: Class 11 contains 17448 members 
Mstep: Class 12 contains 16842 members 
Mstep: Class 13 contains 56068 members 
Mstep: Class 14 contains 156761 members 
Mstep: Class 15 contains 22257 members 
Mstep: Class 16 contains 11216 members 
Mstep: Class 17 contains 10052 members 
Mstep: Class 18 contains 9041 members 
Mstep: Class 19 contains 14824 members 
Mstep: Class 20 contains 12221 members 
Mstep: Class 21 contains 173016 members 
Mstep: Class 22 contains 29021 members 
Mstep: Class 23 contains 30291 members 
Mstep: Class 24 contains 82384 members 
Mstep: Class 25 contains 23865 members 
Mstep: Class 26 contains 13354 members 
Mstep: Class 27 contains 327731 members 
Mstep: Class 28 contains 195974 members 
Mstep: Class 29 contains 1013 members 
Mstep: Class 30 contains 10011 members 
Mstep: Class 31 contains 8945 members 
Mstep: Class 32 contains 83863 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 233471 members 
Mstep: Class 35 contains 90258 members 
Mstep: Class 36 contains 25744 members 
Mstep: Class 37 contains 7699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235481952.000000 Penalty: 133086.203125
Iteration 113Q: 38 clusters Score -2.35482e+08 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 13650 members 
Mstep: Class 3 contains 14346 members 
Mstep: Class 4 contains 3485 members 
Mstep: Class 5 contains 42368 members 
Mstep: Class 6 contains 5989 members 
Mstep: Class 7 contains 6115 members 
Mstep: Class 8 contains 194083 members 
Mstep: Class 9 contains 1593 members 
Mstep: Class 10 contains 28243 members 
Mstep: Class 11 contains 17441 members 
Mstep: Class 12 contains 16837 members 
Mstep: Class 13 contains 56063 members 
Mstep: Class 14 contains 156749 members 
Mstep: Class 15 contains 22606 members 
Mstep: Class 16 contains 11231 members 
Mstep: Class 17 contains 10067 members 
Mstep: Class 18 contains 9033 members 
Mstep: Class 19 contains 14824 members 
Mstep: Class 20 contains 12221 members 
Mstep: Class 21 contains 172999 members 
Mstep: Class 22 contains 29076 members 
Mstep: Class 23 contains 30121 members 
Mstep: Class 24 contains 82389 members 
Mstep: Class 25 contains 23872 members 
Mstep: Class 26 contains 13361 members 
Mstep: Class 27 contains 327951 members 
Mstep: Class 28 contains 196020 members 
Mstep: Class 29 contains 1015 members 
Mstep: Class 30 contains 10014 members 
Mstep: Class 31 contains 8944 members 
Mstep: Class 32 contains 83851 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 233329 members 
Mstep: Class 35 contains 90288 members 
Mstep: Class 36 contains 25428 members 
Mstep: Class 37 contains 7707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235482128.000000 Penalty: 133086.203125
Iteration 114Q: 38 clusters Score -2.354821e+08 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 13658 members 
Mstep: Class 3 contains 14328 members 
Mstep: Class 4 contains 3478 members 
Mstep: Class 5 contains 42370 members 
Mstep: Class 6 contains 5989 members 
Mstep: Class 7 contains 6076 members 
Mstep: Class 8 contains 194051 members 
Mstep: Class 9 contains 1593 members 
Mstep: Class 10 contains 28246 members 
Mstep: Class 11 contains 17432 members 
Mstep: Class 12 contains 16826 members 
Mstep: Class 13 contains 56054 members 
Mstep: Class 14 contains 156724 members 
Mstep: Class 15 contains 22937 members 
Mstep: Class 16 contains 11250 members 
Mstep: Class 17 contains 10086 members 
Mstep: Class 18 contains 9026 members 
Mstep: Class 19 contains 14823 members 
Mstep: Class 20 contains 12222 members 
Mstep: Class 21 contains 172972 members 
Mstep: Class 22 contains 29141 members 
Mstep: Class 23 contains 29945 members 
Mstep: Class 24 contains 82398 members 
Mstep: Class 25 contains 23875 members 
Mstep: Class 26 contains 13366 members 
Mstep: Class 27 contains 328155 members 
Mstep: Class 28 contains 196109 members 
Mstep: Class 29 contains 1015 members 
Mstep: Class 30 contains 10024 members 
Mstep: Class 31 contains 8945 members 
Mstep: Class 32 contains 83849 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 233166 members 
Mstep: Class 35 contains 90300 members 
Mstep: Class 36 contains 25146 members 
Mstep: Class 37 contains 7711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235482672.000000 Penalty: 133086.203125
Iteration 115Q: 38 clusters Score -2.354827e+08 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 13669 members 
Mstep: Class 3 contains 14327 members 
Mstep: Class 4 contains 3472 members 
Mstep: Class 5 contains 42362 members 
Mstep: Class 6 contains 5989 members 
Mstep: Class 7 contains 6033 members 
Mstep: Class 8 contains 194038 members 
Mstep: Class 9 contains 1593 members 
Mstep: Class 10 contains 28248 members 
Mstep: Class 11 contains 17426 members 
Mstep: Class 12 contains 16821 members 
Mstep: Class 13 contains 56050 members 
Mstep: Class 14 contains 156707 members 
Mstep: Class 15 contains 23229 members 
Mstep: Class 16 contains 11254 members 
Mstep: Class 17 contains 10084 members 
Mstep: Class 18 contains 9025 members 
Mstep: Class 19 contains 14817 members 
Mstep: Class 20 contains 12229 members 
Mstep: Class 21 contains 172899 members 
Mstep: Class 22 contains 29184 members 
Mstep: Class 23 contains 29755 members 
Mstep: Class 24 contains 82399 members 
Mstep: Class 25 contains 23885 members 
Mstep: Class 26 contains 13368 members 
Mstep: Class 27 contains 328359 members 
Mstep: Class 28 contains 196237 members 
Mstep: Class 29 contains 1017 members 
Mstep: Class 30 contains 10029 members 
Mstep: Class 31 contains 8942 members 
Mstep: Class 32 contains 83841 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 233011 members 
Mstep: Class 35 contains 90330 members 
Mstep: Class 36 contains 24921 members 
Mstep: Class 37 contains 7717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235483008.000000 Penalty: 133086.203125
Iteration 116Q: 38 clusters Score -2.35483e+08 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 13675 members 
Mstep: Class 3 contains 14314 members 
Mstep: Class 4 contains 3459 members 
Mstep: Class 5 contains 42356 members 
Mstep: Class 6 contains 5989 members 
Mstep: Class 7 contains 5993 members 
Mstep: Class 8 contains 194024 members 
Mstep: Class 9 contains 1593 members 
Mstep: Class 10 contains 28259 members 
Mstep: Class 11 contains 17416 members 
Mstep: Class 12 contains 16811 members 
Mstep: Class 13 contains 56054 members 
Mstep: Class 14 contains 156684 members 
Mstep: Class 15 contains 23560 members 
Mstep: Class 16 contains 11258 members 
Mstep: Class 17 contains 10101 members 
Mstep: Class 18 contains 9024 members 
Mstep: Class 19 contains 14819 members 
Mstep: Class 20 contains 12236 members 
Mstep: Class 21 contains 172825 members 
Mstep: Class 22 contains 29232 members 
Mstep: Class 23 contains 29587 members 
Mstep: Class 24 contains 82407 members 
Mstep: Class 25 contains 23888 members 
Mstep: Class 26 contains 13367 members 
Mstep: Class 27 contains 328544 members 
Mstep: Class 28 contains 196348 members 
Mstep: Class 29 contains 1018 members 
Mstep: Class 30 contains 10042 members 
Mstep: Class 31 contains 8944 members 
Mstep: Class 32 contains 83833 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 232874 members 
Mstep: Class 35 contains 90349 members 
Mstep: Class 36 contains 24652 members 
Mstep: Class 37 contains 7722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235482800.000000 Penalty: 133086.203125
Iteration 117Q: 38 clusters Score -2.354828e+08 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 13688 members 
Mstep: Class 3 contains 14309 members 
Mstep: Class 4 contains 3442 members 
Mstep: Class 5 contains 42353 members 
Mstep: Class 6 contains 5988 members 
Mstep: Class 7 contains 5955 members 
Mstep: Class 8 contains 193998 members 
Mstep: Class 9 contains 1593 members 
Mstep: Class 10 contains 28260 members 
Mstep: Class 11 contains 17409 members 
Mstep: Class 12 contains 16806 members 
Mstep: Class 13 contains 56049 members 
Mstep: Class 14 contains 156673 members 
Mstep: Class 15 contains 23850 members 
Mstep: Class 16 contains 11268 members 
Mstep: Class 17 contains 10111 members 
Mstep: Class 18 contains 9023 members 
Mstep: Class 19 contains 14817 members 
Mstep: Class 20 contains 12240 members 
Mstep: Class 21 contains 172762 members 
Mstep: Class 22 contains 29277 members 
Mstep: Class 23 contains 29412 members 
Mstep: Class 24 contains 82408 members 
Mstep: Class 25 contains 23888 members 
Mstep: Class 26 contains 13366 members 
Mstep: Class 27 contains 328761 members 
Mstep: Class 28 contains 196447 members 
Mstep: Class 29 contains 1016 members 
Mstep: Class 30 contains 10048 members 
Mstep: Class 31 contains 8942 members 
Mstep: Class 32 contains 83832 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 232799 members 
Mstep: Class 35 contains 90361 members 
Mstep: Class 36 contains 24368 members 
Mstep: Class 37 contains 7724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235483008.000000 Penalty: 133086.203125
Iteration 118Q: 38 clusters Score -2.35483e+08 nChanged 2489
Entering ConstructFrom: 
Score: -235483008.000000 Penalty: 133086.203125
Entering ConstructFrom: 
Trying to split cluster 1 (15770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Entering Unmasked Estep 
Score: -1869491.250000 Penalty: 2397.134521
	Iteration 0F: 2 clusters Score -1869491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1858230.875000 Penalty: 4794.269043
	Iteration 0F: 3 clusters Score -1858231 nChanged 6818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1861835.125000 Penalty: 4794.269043
	Iteration 1F: 3 clusters Score -1861835 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1862263.875000 Penalty: 4794.269043
	Iteration 2F: 3 clusters Score -1862264 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1862668.500000 Penalty: 4794.269043
	Iteration 3F: 3 clusters Score -1862668 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1863030.125000 Penalty: 4794.269043
	Iteration 4Q: 3 clusters Score -1863030 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1863336.500000 Penalty: 4794.269043
	Iteration 5Q: 3 clusters Score -1863336 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1863649.500000 Penalty: 4794.269043
	Iteration 6Q: 3 clusters Score -1863650 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1864026.750000 Penalty: 4794.269043
	Iteration 7Q: 3 clusters Score -1864027 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1864484.375000 Penalty: 4794.269043
	Iteration 8Q: 3 clusters Score -1864484 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1864960.375000 Penalty: 4794.269043
	Iteration 9F: 3 clusters Score -1864960 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1865396.125000 Penalty: 4794.269043
	Iteration 10Q: 3 clusters Score -1865396 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1865812.500000 Penalty: 4794.269043
	Iteration 11Q: 3 clusters Score -1865812 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1866164.750000 Penalty: 4794.269043
	Iteration 12Q: 3 clusters Score -1866165 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -1866449.625000 Penalty: 4794.269043
	Iteration 13Q: 3 clusters Score -1866450 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -1866679.125000 Penalty: 4794.269043
	Iteration 14Q: 3 clusters Score -1866679 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1866882.625000 Penalty: 4794.269043
	Iteration 15Q: 3 clusters Score -1866883 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -1867059.500000 Penalty: 4794.269043
	Iteration 16Q: 3 clusters Score -1867060 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -1867206.000000 Penalty: 4794.269043
	Iteration 17Q: 3 clusters Score -1867206 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -1867284.250000 Penalty: 4794.269043
	Iteration 18Q: 3 clusters Score -1867284 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -1867345.125000 Penalty: 4794.269043
	Iteration 19Q: 3 clusters Score -1867345 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -1867381.375000 Penalty: 4794.269043
	Iteration 20F: 3 clusters Score -1867381 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -1867408.750000 Penalty: 4794.269043
	Iteration 21Q: 3 clusters Score -1867409 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -1867441.250000 Penalty: 4794.269043
	Iteration 22Q: 3 clusters Score -1867441 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -1867457.750000 Penalty: 4794.269043
	Iteration 23Q: 3 clusters Score -1867458 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -1867475.750000 Penalty: 4794.269043
	Iteration 24Q: 3 clusters Score -1867476 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -1867490.625000 Penalty: 4794.269043
	Iteration 25Q: 3 clusters Score -1867491 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -1867497.750000 Penalty: 4794.269043
	Iteration 26Q: 3 clusters Score -1867498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -1867505.750000 Penalty: 4794.269043
	Iteration 27Q: 3 clusters Score -1867506 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -1867523.125000 Penalty: 4794.269043
	Iteration 28Q: 3 clusters Score -1867523 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -1867533.500000 Penalty: 4794.269043
	Iteration 29Q: 3 clusters Score -1867534 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -1867541.125000 Penalty: 4794.269043
	Iteration 30Q: 3 clusters Score -1867541 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -1867561.750000 Penalty: 4794.269043
	Iteration 31Q: 3 clusters Score -1867562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -1867564.250000 Penalty: 4794.269043
	Iteration 32Q: 3 clusters Score -1867564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -1867571.500000 Penalty: 4794.269043
	Iteration 33Q: 3 clusters Score -1867572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -1867572.000000 Penalty: 4794.269043
	Iteration 34Q: 3 clusters Score -1867572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -1867574.625000 Penalty: 4794.269043
	Iteration 35Q: 3 clusters Score -1867575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -1867577.875000 Penalty: 4794.269043
	Iteration 36Q: 3 clusters Score -1867578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -1867577.125000 Penalty: 4794.269043
	Iteration 37Q: 3 clusters Score -1867577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -1867577.875000 Penalty: 4794.269043
	Iteration 38Q: 3 clusters Score -1867578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -1867577.000000 Penalty: 4794.269043
	Iteration 39Q: 3 clusters Score -1867577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -1867577.500000 Penalty: 4794.269043
	Iteration 40F: 3 clusters Score -1867578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -1867579.875000 Penalty: 4794.269043
	Iteration 41Q: 3 clusters Score -1867580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -1867582.500000 Penalty: 4794.269043
	Iteration 42Q: 3 clusters Score -1867582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -1867583.250000 Penalty: 4794.269043
	Iteration 43Q: 3 clusters Score -1867583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -1867583.125000 Penalty: 4794.269043
	Iteration 44Q: 3 clusters Score -1867583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -1867583.125000 Penalty: 4794.269043
	Iteration 45F: 3 clusters Score -1867583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Entering Unmasked Estep 
Score: -1577043.375000 Penalty: 2362.020264
	Iteration 0F: 2 clusters Score -1577043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1567033.875000 Penalty: 4724.040527
	Iteration 0F: 3 clusters Score -1567034 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1570274.125000 Penalty: 4724.040527
	Iteration 1F: 3 clusters Score -1570274 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1570896.125000 Penalty: 4724.040527
	Iteration 2F: 3 clusters Score -1570896 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1571621.125000 Penalty: 4724.040527
	Iteration 3F: 3 clusters Score -1571621 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1572436.625000 Penalty: 4724.040527
	Iteration 4F: 3 clusters Score -1572437 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1573236.375000 Penalty: 4724.040527
	Iteration 5F: 3 clusters Score -1573236 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1573926.375000 Penalty: 4724.040527
	Iteration 6F: 3 clusters Score -1573926 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1574490.250000 Penalty: 4724.040527
	Iteration 7Q: 3 clusters Score -1574490 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1574931.875000 Penalty: 4724.040527
	Iteration 8Q: 3 clusters Score -1574932 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1575206.000000 Penalty: 4724.040527
	Iteration 9Q: 3 clusters Score -1575206 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1575396.125000 Penalty: 4724.040527
	Iteration 10Q: 3 clusters Score -1575396 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1575548.375000 Penalty: 4724.040527
	Iteration 11Q: 3 clusters Score -1575548 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1575698.500000 Penalty: 4724.040527
	Iteration 12Q: 3 clusters Score -1575698 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1575818.375000 Penalty: 4724.040527
	Iteration 13Q: 3 clusters Score -1575818 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1575942.125000 Penalty: 4724.040527
	Iteration 14Q: 3 clusters Score -1575942 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1576046.125000 Penalty: 4724.040527
	Iteration 15Q: 3 clusters Score -1576046 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1576130.625000 Penalty: 4724.040527
	Iteration 16Q: 3 clusters Score -1576131 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1576216.250000 Penalty: 4724.040527
	Iteration 17Q: 3 clusters Score -1576216 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1576300.250000 Penalty: 4724.040527
	Iteration 18Q: 3 clusters Score -1576300 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1576360.375000 Penalty: 4724.040527
	Iteration 19Q: 3 clusters Score -1576360 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1576412.375000 Penalty: 4724.040527
	Iteration 20F: 3 clusters Score -1576412 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1576461.750000 Penalty: 4724.040527
	Iteration 21Q: 3 clusters Score -1576462 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1576510.500000 Penalty: 4724.040527
	Iteration 22Q: 3 clusters Score -1576510 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1576550.750000 Penalty: 4724.040527
	Iteration 23Q: 3 clusters Score -1576551 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1576585.875000 Penalty: 4724.040527
	Iteration 24Q: 3 clusters Score -1576586 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1576610.625000 Penalty: 4724.040527
	Iteration 25Q: 3 clusters Score -1576611 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1576623.500000 Penalty: 4724.040527
	Iteration 26Q: 3 clusters Score -1576624 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1576644.125000 Penalty: 4724.040527
	Iteration 27Q: 3 clusters Score -1576644 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1576655.625000 Penalty: 4724.040527
	Iteration 28Q: 3 clusters Score -1576656 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1576674.250000 Penalty: 4724.040527
	Iteration 29Q: 3 clusters Score -1576674 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1576684.250000 Penalty: 4724.040527
	Iteration 30Q: 3 clusters Score -1576684 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1576694.250000 Penalty: 4724.040527
	Iteration 31Q: 3 clusters Score -1576694 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1576710.125000 Penalty: 4724.040527
	Iteration 32Q: 3 clusters Score -1576710 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1576724.750000 Penalty: 4724.040527
	Iteration 33Q: 3 clusters Score -1576725 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1576739.750000 Penalty: 4724.040527
	Iteration 34Q: 3 clusters Score -1576740 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1576747.500000 Penalty: 4724.040527
	Iteration 35Q: 3 clusters Score -1576748 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1576762.125000 Penalty: 4724.040527
	Iteration 36Q: 3 clusters Score -1576762 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1576777.000000 Penalty: 4724.040527
	Iteration 37Q: 3 clusters Score -1576777 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1576789.875000 Penalty: 4724.040527
	Iteration 38Q: 3 clusters Score -1576790 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1576802.250000 Penalty: 4724.040527
	Iteration 39Q: 3 clusters Score -1576802 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1576821.500000 Penalty: 4724.040527
	Iteration 40F: 3 clusters Score -1576822 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1576842.125000 Penalty: 4724.040527
	Iteration 41Q: 3 clusters Score -1576842 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1576866.750000 Penalty: 4724.040527
	Iteration 42Q: 3 clusters Score -1576867 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1576897.375000 Penalty: 4724.040527
	Iteration 43Q: 3 clusters Score -1576897 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1576937.500000 Penalty: 4724.040527
	Iteration 44Q: 3 clusters Score -1576938 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1576987.250000 Penalty: 4724.040527
	Iteration 45Q: 3 clusters Score -1576987 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1577044.250000 Penalty: 4724.040527
	Iteration 46Q: 3 clusters Score -1577044 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1577091.875000 Penalty: 4724.040527
	Iteration 47Q: 3 clusters Score -1577092 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1577146.500000 Penalty: 4724.040527
	Iteration 48Q: 3 clusters Score -1577146 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1577218.375000 Penalty: 4724.040527
	Iteration 49Q: 3 clusters Score -1577218 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1577297.500000 Penalty: 4724.040527
	Iteration 50Q: 3 clusters Score -1577298 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1577427.875000 Penalty: 4724.040527
	Iteration 51Q: 3 clusters Score -1577428 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1577557.875000 Penalty: 4724.040527
	Iteration 52Q: 3 clusters Score -1577558 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1577664.625000 Penalty: 4724.040527
	Iteration 53Q: 3 clusters Score -1577665 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1577778.875000 Penalty: 4724.040527
	Iteration 54Q: 3 clusters Score -1577779 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1577868.750000 Penalty: 4724.040527
	Iteration 55Q: 3 clusters Score -1577869 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1577942.000000 Penalty: 4724.040527
	Iteration 56Q: 3 clusters Score -1577942 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1577987.750000 Penalty: 4724.040527
	Iteration 57Q: 3 clusters Score -1577988 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1578016.375000 Penalty: 4724.040527
	Iteration 58Q: 3 clusters Score -1578016 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1578042.875000 Penalty: 4724.040527
	Iteration 59Q: 3 clusters Score -1578043 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1578053.500000 Penalty: 4724.040527
	Iteration 60F: 3 clusters Score -1578054 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1578057.875000 Penalty: 4724.040527
	Iteration 61Q: 3 clusters Score -1578058 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1578068.750000 Penalty: 4724.040527
	Iteration 62Q: 3 clusters Score -1578069 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1578072.500000 Penalty: 4724.040527
	Iteration 63Q: 3 clusters Score -1578072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1578071.750000 Penalty: 4724.040527
	Iteration 64Q: 3 clusters Score -1578072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1578074.000000 Penalty: 4724.040527
	Iteration 65Q: 3 clusters Score -1578074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1578076.000000 Penalty: 4724.040527
	Iteration 66Q: 3 clusters Score -1578076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1578075.750000 Penalty: 4724.040527
	Iteration 67Q: 3 clusters Score -1578076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1578077.625000 Penalty: 4724.040527
	Iteration 68Q: 3 clusters Score -1578078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1578077.625000 Penalty: 4724.040527
	Iteration 69F: 3 clusters Score -1578078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 10514 members 
Mstep: Class 3 contains 14292 members 
Mstep: Class 4 contains 3429 members 
Mstep: Class 5 contains 42354 members 
Mstep: Class 6 contains 5988 members 
Mstep: Class 7 contains 5912 members 
Mstep: Class 8 contains 194019 members 
Mstep: Class 9 contains 1592 members 
Mstep: Class 10 contains 28266 members 
Mstep: Class 11 contains 17394 members 
Mstep: Class 12 contains 16807 members 
Mstep: Class 13 contains 56043 members 
Mstep: Class 14 contains 156656 members 
Mstep: Class 15 contains 24105 members 
Mstep: Class 16 contains 11274 members 
Mstep: Class 17 contains 10119 members 
Mstep: Class 18 contains 9024 members 
Mstep: Class 19 contains 14815 members 
Mstep: Class 20 contains 12247 members 
Mstep: Class 21 contains 172709 members 
Mstep: Class 22 contains 29338 members 
Mstep: Class 23 contains 29252 members 
Mstep: Class 24 contains 82406 members 
Mstep: Class 25 contains 23887 members 
Mstep: Class 26 contains 13363 members 
Mstep: Class 27 contains 328951 members 
Mstep: Class 28 contains 196537 members 
Mstep: Class 29 contains 1013 members 
Mstep: Class 30 contains 10059 members 
Mstep: Class 31 contains 8939 members 
Mstep: Class 32 contains 83818 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 232698 members 
Mstep: Class 35 contains 90384 members 
Mstep: Class 36 contains 24128 members 
Mstep: Class 37 contains 7728 members 
Mstep: Class 38 contains 3174 members 
Entering Unmasked Estep 
Score: -235481984.000000 Penalty: 136683.125000
Splitting cluster 2 changes total score from -235483008.000000 to -235481984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (14292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Entering Unmasked Estep 
Score: -1729225.875000 Penalty: 2372.729004
	Iteration 0F: 2 clusters Score -1729226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1718809.500000 Penalty: 4745.458008
	Iteration 0F: 3 clusters Score -1718810 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1721983.750000 Penalty: 4745.458008
	Iteration 1F: 3 clusters Score -1721984 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1722383.750000 Penalty: 4745.458008
	Iteration 2F: 3 clusters Score -1722384 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1722694.125000 Penalty: 4745.458008
	Iteration 3F: 3 clusters Score -1722694 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1722991.000000 Penalty: 4745.458008
	Iteration 4Q: 3 clusters Score -1722991 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1723282.625000 Penalty: 4745.458008
	Iteration 5Q: 3 clusters Score -1723283 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1723547.250000 Penalty: 4745.458008
	Iteration 6Q: 3 clusters Score -1723547 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1723781.000000 Penalty: 4745.458008
	Iteration 7Q: 3 clusters Score -1723781 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1724027.375000 Penalty: 4745.458008
	Iteration 8Q: 3 clusters Score -1724027 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1724300.000000 Penalty: 4745.458008
	Iteration 9Q: 3 clusters Score -1724300 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1724589.250000 Penalty: 4745.458008
	Iteration 10Q: 3 clusters Score -1724589 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1724833.875000 Penalty: 4745.458008
	Iteration 11Q: 3 clusters Score -1724834 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1725059.875000 Penalty: 4745.458008
	Iteration 12Q: 3 clusters Score -1725060 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1725214.250000 Penalty: 4745.458008
	Iteration 13Q: 3 clusters Score -1725214 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1725326.625000 Penalty: 4745.458008
	Iteration 14Q: 3 clusters Score -1725327 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1725411.375000 Penalty: 4745.458008
	Iteration 15Q: 3 clusters Score -1725411 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1725473.625000 Penalty: 4745.458008
	Iteration 16Q: 3 clusters Score -1725474 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1725518.625000 Penalty: 4745.458008
	Iteration 17Q: 3 clusters Score -1725519 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1725565.250000 Penalty: 4745.458008
	Iteration 18Q: 3 clusters Score -1725565 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1725604.625000 Penalty: 4745.458008
	Iteration 19Q: 3 clusters Score -1725605 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1725638.625000 Penalty: 4745.458008
	Iteration 20F: 3 clusters Score -1725639 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1725677.000000 Penalty: 4745.458008
	Iteration 21Q: 3 clusters Score -1725677 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1725718.250000 Penalty: 4745.458008
	Iteration 22Q: 3 clusters Score -1725718 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1725756.750000 Penalty: 4745.458008
	Iteration 23Q: 3 clusters Score -1725757 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1725786.250000 Penalty: 4745.458008
	Iteration 24Q: 3 clusters Score -1725786 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1725821.500000 Penalty: 4745.458008
	Iteration 25Q: 3 clusters Score -1725822 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1725851.125000 Penalty: 4745.458008
	Iteration 26Q: 3 clusters Score -1725851 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1725894.500000 Penalty: 4745.458008
	Iteration 27Q: 3 clusters Score -1725894 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1725927.750000 Penalty: 4745.458008
	Iteration 28Q: 3 clusters Score -1725928 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1725974.750000 Penalty: 4745.458008
	Iteration 29Q: 3 clusters Score -1725975 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1726012.250000 Penalty: 4745.458008
	Iteration 30Q: 3 clusters Score -1726012 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1726067.500000 Penalty: 4745.458008
	Iteration 31Q: 3 clusters Score -1726068 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1726116.000000 Penalty: 4745.458008
	Iteration 32Q: 3 clusters Score -1726116 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1726147.750000 Penalty: 4745.458008
	Iteration 33Q: 3 clusters Score -1726148 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1726177.750000 Penalty: 4745.458008
	Iteration 34Q: 3 clusters Score -1726178 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1726196.375000 Penalty: 4745.458008
	Iteration 35Q: 3 clusters Score -1726196 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1726221.875000 Penalty: 4745.458008
	Iteration 36Q: 3 clusters Score -1726222 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1726252.000000 Penalty: 4745.458008
	Iteration 37Q: 3 clusters Score -1726252 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1726263.875000 Penalty: 4745.458008
	Iteration 38Q: 3 clusters Score -1726264 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1726273.875000 Penalty: 4745.458008
	Iteration 39Q: 3 clusters Score -1726274 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1726293.500000 Penalty: 4745.458008
	Iteration 40F: 3 clusters Score -1726294 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1726302.625000 Penalty: 4745.458008
	Iteration 41Q: 3 clusters Score -1726303 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1726313.250000 Penalty: 4745.458008
	Iteration 42Q: 3 clusters Score -1726313 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1726324.750000 Penalty: 4745.458008
	Iteration 43Q: 3 clusters Score -1726325 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1726328.375000 Penalty: 4745.458008
	Iteration 44Q: 3 clusters Score -1726328 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1726331.625000 Penalty: 4745.458008
	Iteration 45Q: 3 clusters Score -1726332 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1726336.875000 Penalty: 4745.458008
	Iteration 46Q: 3 clusters Score -1726337 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1726336.375000 Penalty: 4745.458008
	Iteration 47Q: 3 clusters Score -1726336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1726342.250000 Penalty: 4745.458008
	Iteration 48Q: 3 clusters Score -1726342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1726343.125000 Penalty: 4745.458008
	Iteration 49Q: 3 clusters Score -1726343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1726342.125000 Penalty: 4745.458008
	Iteration 50Q: 3 clusters Score -1726342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1726339.250000 Penalty: 4745.458008
	Iteration 51Q: 3 clusters Score -1726339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1726341.500000 Penalty: 4745.458008
	Iteration 52Q: 3 clusters Score -1726342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1726341.875000 Penalty: 4745.458008
	Iteration 53Q: 3 clusters Score -1726342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1726341.250000 Penalty: 4745.458008
	Iteration 54Q: 3 clusters Score -1726341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1726341.625000 Penalty: 4745.458008
	Iteration 55Q: 3 clusters Score -1726342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1726340.625000 Penalty: 4745.458008
	Iteration 56Q: 3 clusters Score -1726341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1726347.500000 Penalty: 4745.458008
	Iteration 57Q: 3 clusters Score -1726348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1726353.625000 Penalty: 4745.458008
	Iteration 58Q: 3 clusters Score -1726354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1726354.750000 Penalty: 4745.458008
	Iteration 59Q: 3 clusters Score -1726355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1726355.500000 Penalty: 4745.458008
	Iteration 60F: 3 clusters Score -1726356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1726359.375000 Penalty: 4745.458008
	Iteration 61Q: 3 clusters Score -1726359 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1726360.125000 Penalty: 4745.458008
	Iteration 62Q: 3 clusters Score -1726360 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1726363.500000 Penalty: 4745.458008
	Iteration 63Q: 3 clusters Score -1726364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1726360.750000 Penalty: 4745.458008
	Iteration 64Q: 3 clusters Score -1726361 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1726365.250000 Penalty: 4745.458008
	Iteration 65Q: 3 clusters Score -1726365 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1726363.750000 Penalty: 4745.458008
	Iteration 66Q: 3 clusters Score -1726364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1726371.750000 Penalty: 4745.458008
	Iteration 67Q: 3 clusters Score -1726372 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1726369.625000 Penalty: 4745.458008
	Iteration 68Q: 3 clusters Score -1726370 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1726373.875000 Penalty: 4745.458008
	Iteration 69Q: 3 clusters Score -1726374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1726376.750000 Penalty: 4745.458008
	Iteration 70Q: 3 clusters Score -1726377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1726376.750000 Penalty: 4745.458008
	Iteration 71Q: 3 clusters Score -1726377 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1726379.625000 Penalty: 4745.458008
	Iteration 72Q: 3 clusters Score -1726380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1726380.375000 Penalty: 4745.458008
	Iteration 73Q: 3 clusters Score -1726380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1726380.500000 Penalty: 4745.458008
	Iteration 74Q: 3 clusters Score -1726380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1726381.250000 Penalty: 4745.458008
	Iteration 75Q: 3 clusters Score -1726381 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1726390.875000 Penalty: 4745.458008
	Iteration 76Q: 3 clusters Score -1726391 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1726392.625000 Penalty: 4745.458008
	Iteration 77Q: 3 clusters Score -1726393 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1726393.500000 Penalty: 4745.458008
	Iteration 78Q: 3 clusters Score -1726394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1726397.875000 Penalty: 4745.458008
	Iteration 79Q: 3 clusters Score -1726398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1726396.500000 Penalty: 4745.458008
	Iteration 80F: 3 clusters Score -1726396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1726398.500000 Penalty: 4745.458008
	Iteration 81Q: 3 clusters Score -1726398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1726398.500000 Penalty: 4745.458008
	Iteration 82Q: 3 clusters Score -1726398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1726399.500000 Penalty: 4745.458008
	Iteration 83Q: 3 clusters Score -1726400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1726399.125000 Penalty: 4745.458008
	Iteration 84Q: 3 clusters Score -1726399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1726397.500000 Penalty: 4745.458008
	Iteration 85Q: 3 clusters Score -1726398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1726402.875000 Penalty: 4745.458008
	Iteration 86Q: 3 clusters Score -1726403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1726399.625000 Penalty: 4745.458008
	Iteration 87Q: 3 clusters Score -1726400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1726401.500000 Penalty: 4745.458008
	Iteration 88Q: 3 clusters Score -1726402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1726403.250000 Penalty: 4745.458008
	Iteration 89Q: 3 clusters Score -1726403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1726404.625000 Penalty: 4745.458008
	Iteration 90Q: 3 clusters Score -1726405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1726408.000000 Penalty: 4745.458008
	Iteration 91Q: 3 clusters Score -1726408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1726405.000000 Penalty: 4745.458008
	Iteration 92Q: 3 clusters Score -1726405 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1726406.875000 Penalty: 4745.458008
	Iteration 93Q: 3 clusters Score -1726407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1726409.875000 Penalty: 4745.458008
	Iteration 94Q: 3 clusters Score -1726410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1726406.500000 Penalty: 4745.458008
	Iteration 95Q: 3 clusters Score -1726406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1726409.625000 Penalty: 4745.458008
	Iteration 96Q: 3 clusters Score -1726410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1726412.125000 Penalty: 4745.458008
	Iteration 97Q: 3 clusters Score -1726412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1726414.375000 Penalty: 4745.458008
	Iteration 98Q: 3 clusters Score -1726414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1726413.875000 Penalty: 4745.458008
	Iteration 99Q: 3 clusters Score -1726414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1726416.250000 Penalty: 4745.458008
	Iteration 100F: 3 clusters Score -1726416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1726415.875000 Penalty: 4745.458008
	Iteration 101Q: 3 clusters Score -1726416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1726414.250000 Penalty: 4745.458008
	Iteration 102Q: 3 clusters Score -1726414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1726412.625000 Penalty: 4745.458008
	Iteration 103Q: 3 clusters Score -1726413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1726412.250000 Penalty: 4745.458008
	Iteration 104Q: 3 clusters Score -1726412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1726414.000000 Penalty: 4745.458008
	Iteration 105Q: 3 clusters Score -1726414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1726416.250000 Penalty: 4745.458008
	Iteration 106Q: 3 clusters Score -1726416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1726413.250000 Penalty: 4745.458008
	Iteration 107Q: 3 clusters Score -1726413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1726412.375000 Penalty: 4745.458008
	Iteration 108Q: 3 clusters Score -1726412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1726412.375000 Penalty: 4745.458008
	Iteration 109F: 3 clusters Score -1726412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Entering Unmasked Estep 
Score: -359962.406250 Penalty: 2018.725952
	Iteration 0F: 2 clusters Score -359962.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -356447.250000 Penalty: 4037.451904
	Iteration 0F: 3 clusters Score -356447.2 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -357359.656250 Penalty: 4037.451904
	Iteration 1F: 3 clusters Score -357359.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -357800.968750 Penalty: 4037.451904
	Iteration 2F: 3 clusters Score -357801 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -358222.906250 Penalty: 4037.451904
	Iteration 3F: 3 clusters Score -358222.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -358553.593750 Penalty: 4037.451904
	Iteration 4F: 3 clusters Score -358553.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -358858.437500 Penalty: 4037.451904
	Iteration 5F: 3 clusters Score -358858.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -359092.093750 Penalty: 4037.451904
	Iteration 6F: 3 clusters Score -359092.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -359261.093750 Penalty: 4037.451904
	Iteration 7Q: 3 clusters Score -359261.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -359349.406250 Penalty: 4037.451904
	Iteration 8Q: 3 clusters Score -359349.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -359395.718750 Penalty: 4037.451904
	Iteration 9Q: 3 clusters Score -359395.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -359425.125000 Penalty: 4037.451904
	Iteration 10Q: 3 clusters Score -359425.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -359441.218750 Penalty: 4037.451904
	Iteration 11Q: 3 clusters Score -359441.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -359454.187500 Penalty: 4037.451904
	Iteration 12Q: 3 clusters Score -359454.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -359461.687500 Penalty: 4037.451904
	Iteration 13Q: 3 clusters Score -359461.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -359477.062500 Penalty: 4037.451904
	Iteration 14Q: 3 clusters Score -359477.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -359491.687500 Penalty: 4037.451904
	Iteration 15Q: 3 clusters Score -359491.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -359508.406250 Penalty: 4037.451904
	Iteration 16Q: 3 clusters Score -359508.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -359513.031250 Penalty: 4037.451904
	Iteration 17Q: 3 clusters Score -359513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -359517.031250 Penalty: 4037.451904
	Iteration 18Q: 3 clusters Score -359517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -359519.937500 Penalty: 4037.451904
	Iteration 19Q: 3 clusters Score -359519.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -359520.593750 Penalty: 4037.451904
	Iteration 20F: 3 clusters Score -359520.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -359521.718750 Penalty: 4037.451904
	Iteration 21Q: 3 clusters Score -359521.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -359523.250000 Penalty: 4037.451904
	Iteration 22Q: 3 clusters Score -359523.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -359524.843750 Penalty: 4037.451904
	Iteration 23Q: 3 clusters Score -359524.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -359524.656250 Penalty: 4037.451904
	Iteration 24Q: 3 clusters Score -359524.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -359525.593750 Penalty: 4037.451904
	Iteration 25Q: 3 clusters Score -359525.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -359526.500000 Penalty: 4037.451904
	Iteration 26Q: 3 clusters Score -359526.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -359526.500000 Penalty: 4037.451904
	Iteration 27F: 3 clusters Score -359526.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42354 members 
Entering Unmasked Estep 
Score: -5130109.500000 Penalty: 2642.146973
	Iteration 0F: 2 clusters Score -5130110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -5101581.000000 Penalty: 5284.293945
	Iteration 0F: 3 clusters Score -5101581 nChanged 19199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -5112036.000000 Penalty: 5284.293945
	Iteration 1F: 3 clusters Score -5112036 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -5112652.000000 Penalty: 5284.293945
	Iteration 2Q: 3 clusters Score -5112652 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -5113317.500000 Penalty: 5284.293945
	Iteration 3Q: 3 clusters Score -5113318 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -5113959.500000 Penalty: 5284.293945
	Iteration 4Q: 3 clusters Score -5113960 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -5114724.000000 Penalty: 5284.293945
	Iteration 5Q: 3 clusters Score -5114724 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -5115641.500000 Penalty: 5284.293945
	Iteration 6Q: 3 clusters Score -5115642 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -5116674.500000 Penalty: 5284.293945
	Iteration 7F: 3 clusters Score -5116674 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -5117982.500000 Penalty: 5284.293945
	Iteration 8F: 3 clusters Score -5117982 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -5119643.500000 Penalty: 5284.293945
	Iteration 9F: 3 clusters Score -5119644 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -5121466.500000 Penalty: 5284.293945
	Iteration 10F: 3 clusters Score -5121466 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -5123199.000000 Penalty: 5284.293945
	Iteration 11F: 3 clusters Score -5123199 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31012 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -5124544.000000 Penalty: 5284.293945
	Iteration 12F: 3 clusters Score -5124544 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -5125473.500000 Penalty: 5284.293945
	Iteration 13Q: 3 clusters Score -5125474 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -5126167.000000 Penalty: 5284.293945
	Iteration 14Q: 3 clusters Score -5126167 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34129 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -5126747.500000 Penalty: 5284.293945
	Iteration 15Q: 3 clusters Score -5126748 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34957 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -5127201.000000 Penalty: 5284.293945
	Iteration 16Q: 3 clusters Score -5127201 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35710 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -5127590.500000 Penalty: 5284.293945
	Iteration 17Q: 3 clusters Score -5127590 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36399 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -5127980.000000 Penalty: 5284.293945
	Iteration 18Q: 3 clusters Score -5127980 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36985 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -5128300.500000 Penalty: 5284.293945
	Iteration 19Q: 3 clusters Score -5128300 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37444 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -5128540.500000 Penalty: 5284.293945
	Iteration 20F: 3 clusters Score -5128540 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37870 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -5128776.500000 Penalty: 5284.293945
	Iteration 21Q: 3 clusters Score -5128776 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38216 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -5128999.000000 Penalty: 5284.293945
	Iteration 22Q: 3 clusters Score -5128999 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -5129183.000000 Penalty: 5284.293945
	Iteration 23Q: 3 clusters Score -5129183 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38749 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -5129285.500000 Penalty: 5284.293945
	Iteration 24Q: 3 clusters Score -5129286 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38932 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -5129353.000000 Penalty: 5284.293945
	Iteration 25Q: 3 clusters Score -5129353 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39092 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -5129431.000000 Penalty: 5284.293945
	Iteration 26Q: 3 clusters Score -5129431 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -5129485.500000 Penalty: 5284.293945
	Iteration 27Q: 3 clusters Score -5129486 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39337 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -5129536.000000 Penalty: 5284.293945
	Iteration 28Q: 3 clusters Score -5129536 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -5129570.500000 Penalty: 5284.293945
	Iteration 29Q: 3 clusters Score -5129570 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39503 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -5129593.500000 Penalty: 5284.293945
	Iteration 30Q: 3 clusters Score -5129594 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39570 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -5129639.500000 Penalty: 5284.293945
	Iteration 31Q: 3 clusters Score -5129640 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39619 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -5129664.500000 Penalty: 5284.293945
	Iteration 32Q: 3 clusters Score -5129664 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39654 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -5129687.500000 Penalty: 5284.293945
	Iteration 33Q: 3 clusters Score -5129688 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39689 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -5129706.500000 Penalty: 5284.293945
	Iteration 34Q: 3 clusters Score -5129706 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39725 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -5129721.000000 Penalty: 5284.293945
	Iteration 35Q: 3 clusters Score -5129721 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39738 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -5129730.500000 Penalty: 5284.293945
	Iteration 36Q: 3 clusters Score -5129730 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39753 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -5129741.000000 Penalty: 5284.293945
	Iteration 37Q: 3 clusters Score -5129741 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39769 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -5129753.000000 Penalty: 5284.293945
	Iteration 38Q: 3 clusters Score -5129753 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39787 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -5129762.000000 Penalty: 5284.293945
	Iteration 39Q: 3 clusters Score -5129762 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39807 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -5129783.000000 Penalty: 5284.293945
	Iteration 40F: 3 clusters Score -5129783 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39838 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -5129803.000000 Penalty: 5284.293945
	Iteration 41Q: 3 clusters Score -5129803 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -5129836.500000 Penalty: 5284.293945
	Iteration 42Q: 3 clusters Score -5129836 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -5129850.500000 Penalty: 5284.293945
	Iteration 43Q: 3 clusters Score -5129850 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39910 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -5129847.000000 Penalty: 5284.293945
	Iteration 44Q: 3 clusters Score -5129847 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39926 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -5129859.000000 Penalty: 5284.293945
	Iteration 45Q: 3 clusters Score -5129859 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39933 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -5129865.500000 Penalty: 5284.293945
	Iteration 46Q: 3 clusters Score -5129866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39936 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -5129871.500000 Penalty: 5284.293945
	Iteration 47Q: 3 clusters Score -5129872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39942 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -5129863.500000 Penalty: 5284.293945
	Iteration 48Q: 3 clusters Score -5129864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39954 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -5129866.000000 Penalty: 5284.293945
	Iteration 49Q: 3 clusters Score -5129866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39962 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -5129870.500000 Penalty: 5284.293945
	Iteration 50Q: 3 clusters Score -5129870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39967 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -5129875.000000 Penalty: 5284.293945
	Iteration 51Q: 3 clusters Score -5129875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39967 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -5129880.000000 Penalty: 5284.293945
	Iteration 52Q: 3 clusters Score -5129880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39968 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -5129881.000000 Penalty: 5284.293945
	Iteration 53Q: 3 clusters Score -5129881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39968 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -5129881.000000 Penalty: 5284.293945
	Iteration 54F: 3 clusters Score -5129881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Entering Unmasked Estep 
Score: -728333.187500 Penalty: 2156.983154
	Iteration 0F: 2 clusters Score -728333.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -723264.562500 Penalty: 4313.966309
	Iteration 0F: 3 clusters Score -723264.6 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -724619.812500 Penalty: 4313.966309
	Iteration 1F: 3 clusters Score -724619.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -724862.812500 Penalty: 4313.966309
	Iteration 2F: 3 clusters Score -724862.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -725022.875000 Penalty: 4313.966309
	Iteration 3F: 3 clusters Score -725022.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -725142.812500 Penalty: 4313.966309
	Iteration 4Q: 3 clusters Score -725142.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -725232.562500 Penalty: 4313.966309
	Iteration 5Q: 3 clusters Score -725232.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -725320.937500 Penalty: 4313.966309
	Iteration 6Q: 3 clusters Score -725320.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -725445.500000 Penalty: 4313.966309
	Iteration 7Q: 3 clusters Score -725445.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -725607.437500 Penalty: 4313.966309
	Iteration 8Q: 3 clusters Score -725607.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -725778.312500 Penalty: 4313.966309
	Iteration 9Q: 3 clusters Score -725778.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -725993.812500 Penalty: 4313.966309
	Iteration 10Q: 3 clusters Score -725993.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -726267.750000 Penalty: 4313.966309
	Iteration 11Q: 3 clusters Score -726267.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -726566.500000 Penalty: 4313.966309
	Iteration 12F: 3 clusters Score -726566.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -726814.187500 Penalty: 4313.966309
	Iteration 13Q: 3 clusters Score -726814.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -727000.000000 Penalty: 4313.966309
	Iteration 14Q: 3 clusters Score -727000 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -727136.750000 Penalty: 4313.966309
	Iteration 15Q: 3 clusters Score -727136.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -727252.250000 Penalty: 4313.966309
	Iteration 16Q: 3 clusters Score -727252.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -727352.937500 Penalty: 4313.966309
	Iteration 17Q: 3 clusters Score -727352.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -727424.250000 Penalty: 4313.966309
	Iteration 18Q: 3 clusters Score -727424.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -727481.125000 Penalty: 4313.966309
	Iteration 19Q: 3 clusters Score -727481.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -727526.375000 Penalty: 4313.966309
	Iteration 20F: 3 clusters Score -727526.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -727563.187500 Penalty: 4313.966309
	Iteration 21Q: 3 clusters Score -727563.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -727591.812500 Penalty: 4313.966309
	Iteration 22Q: 3 clusters Score -727591.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -727614.937500 Penalty: 4313.966309
	Iteration 23Q: 3 clusters Score -727614.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -727627.562500 Penalty: 4313.966309
	Iteration 24Q: 3 clusters Score -727627.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -727641.562500 Penalty: 4313.966309
	Iteration 25Q: 3 clusters Score -727641.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -727645.312500 Penalty: 4313.966309
	Iteration 26Q: 3 clusters Score -727645.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -727653.125000 Penalty: 4313.966309
	Iteration 27Q: 3 clusters Score -727653.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -727655.000000 Penalty: 4313.966309
	Iteration 28Q: 3 clusters Score -727655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -727661.562500 Penalty: 4313.966309
	Iteration 29Q: 3 clusters Score -727661.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -727663.062500 Penalty: 4313.966309
	Iteration 30Q: 3 clusters Score -727663.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -727662.812500 Penalty: 4313.966309
	Iteration 31Q: 3 clusters Score -727662.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -727662.937500 Penalty: 4313.966309
	Iteration 32Q: 3 clusters Score -727662.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -727664.625000 Penalty: 4313.966309
	Iteration 33Q: 3 clusters Score -727664.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -727664.625000 Penalty: 4313.966309
	Iteration 34F: 3 clusters Score -727664.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Entering Unmasked Estep 
Score: -643973.000000 Penalty: 2153.815186
	Iteration 0F: 2 clusters Score -643973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -638960.062500 Penalty: 4307.630371
	Iteration 0F: 3 clusters Score -638960.1 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -640868.687500 Penalty: 4307.630371
	Iteration 1F: 3 clusters Score -640868.7 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -641694.562500 Penalty: 4307.630371
	Iteration 2F: 3 clusters Score -641694.6 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -642348.125000 Penalty: 4307.630371
	Iteration 3F: 3 clusters Score -642348.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -642768.500000 Penalty: 4307.630371
	Iteration 4F: 3 clusters Score -642768.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -643008.125000 Penalty: 4307.630371
	Iteration 5F: 3 clusters Score -643008.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -643148.937500 Penalty: 4307.630371
	Iteration 6Q: 3 clusters Score -643148.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -643206.437500 Penalty: 4307.630371
	Iteration 7Q: 3 clusters Score -643206.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -643227.750000 Penalty: 4307.630371
	Iteration 8Q: 3 clusters Score -643227.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -643237.687500 Penalty: 4307.630371
	Iteration 9Q: 3 clusters Score -643237.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -643242.687500 Penalty: 4307.630371
	Iteration 10Q: 3 clusters Score -643242.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -643247.812500 Penalty: 4307.630371
	Iteration 11Q: 3 clusters Score -643247.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -643251.750000 Penalty: 4307.630371
	Iteration 12Q: 3 clusters Score -643251.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -643252.000000 Penalty: 4307.630371
	Iteration 13Q: 3 clusters Score -643252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -643253.562500 Penalty: 4307.630371
	Iteration 14Q: 3 clusters Score -643253.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -643253.562500 Penalty: 4307.630371
	Iteration 15F: 3 clusters Score -643253.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (194019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194019 members 
Entering Unmasked Estep 
Score: -23160288.000000 Penalty: 3019.576416
	Iteration 0F: 2 clusters Score -2.316029e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97203 members 
Mstep: Class 2 contains 96816 members 
Entering Unmasked Estep 
Score: -23031012.000000 Penalty: 6039.152832
	Iteration 0F: 3 clusters Score -2.303101e+07 nChanged 93135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100752 members 
Mstep: Class 2 contains 93267 members 
Entering Unmasked Estep 
Score: -23085376.000000 Penalty: 6039.152832
	Iteration 1F: 3 clusters Score -2.308538e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103015 members 
Mstep: Class 2 contains 91004 members 
Entering Unmasked Estep 
Score: -23086460.000000 Penalty: 6039.152832
	Iteration 2Q: 3 clusters Score -2.308646e+07 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106568 members 
Mstep: Class 2 contains 87451 members 
Entering Unmasked Estep 
Score: -23088032.000000 Penalty: 6039.152832
	Iteration 3Q: 3 clusters Score -2.308803e+07 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111931 members 
Mstep: Class 2 contains 82088 members 
Entering Unmasked Estep 
Score: -23090248.000000 Penalty: 6039.152832
	Iteration 4Q: 3 clusters Score -2.309025e+07 nChanged 8883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119968 members 
Mstep: Class 2 contains 74051 members 
Entering Unmasked Estep 
Score: -23093982.000000 Penalty: 6039.152832
	Iteration 5Q: 3 clusters Score -2.309398e+07 nChanged 11754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131428 members 
Mstep: Class 2 contains 62591 members 
Entering Unmasked Estep 
Score: -23101056.000000 Penalty: 6039.152832
	Iteration 6F: 3 clusters Score -2.310106e+07 nChanged 15222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146570 members 
Mstep: Class 2 contains 47449 members 
Entering Unmasked Estep 
Score: -23112662.000000 Penalty: 6039.152832
	Iteration 7F: 3 clusters Score -2.311266e+07 nChanged 17296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163852 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -23128198.000000 Penalty: 6039.152832
	Iteration 8F: 3 clusters Score -2.31282e+07 nChanged 15349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179197 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -23143344.000000 Penalty: 6039.152832
	Iteration 9F: 3 clusters Score -2.314334e+07 nChanged 9406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188603 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -23152498.000000 Penalty: 6039.152832
	Iteration 10Q: 3 clusters Score -2.31525e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192365 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -23156114.000000 Penalty: 6039.152832
	Iteration 11Q: 3 clusters Score -2.315611e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193403 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -23157090.000000 Penalty: 6039.152832
	Iteration 12Q: 3 clusters Score -2.315709e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193673 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -23157326.000000 Penalty: 6039.152832
	Iteration 13Q: 3 clusters Score -2.315733e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193739 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -23157428.000000 Penalty: 6039.152832
	Iteration 14Q: 3 clusters Score -2.315743e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193770 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -23157490.000000 Penalty: 6039.152832
	Iteration 15Q: 3 clusters Score -2.315749e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193781 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -23157532.000000 Penalty: 6039.152832
	Iteration 16Q: 3 clusters Score -2.315753e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193787 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -23157536.000000 Penalty: 6039.152832
	Iteration 17Q: 3 clusters Score -2.315754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193787 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -23157556.000000 Penalty: 6039.152832
	Iteration 18Q: 3 clusters Score -2.315756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193789 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -23157554.000000 Penalty: 6039.152832
	Iteration 19Q: 3 clusters Score -2.315755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193791 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -23157556.000000 Penalty: 6039.152832
	Iteration 20F: 3 clusters Score -2.315756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193790 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -23157570.000000 Penalty: 6039.152832
	Iteration 21Q: 3 clusters Score -2.315757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193793 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -23157562.000000 Penalty: 6039.152832
	Iteration 22Q: 3 clusters Score -2.315756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193796 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -23157578.000000 Penalty: 6039.152832
	Iteration 23Q: 3 clusters Score -2.315758e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193796 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -23157578.000000 Penalty: 6039.152832
	Iteration 24F: 3 clusters Score -2.315758e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Entering Unmasked Estep 
Score: -167248.875000 Penalty: 1828.441162
	Iteration 0F: 2 clusters Score -167248.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -164921.437500 Penalty: 3656.882324
	Iteration 0F: 3 clusters Score -164921.4 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -165736.468750 Penalty: 3656.882324
	Iteration 1F: 3 clusters Score -165736.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -166429.203125 Penalty: 3656.882324
	Iteration 2F: 3 clusters Score -166429.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -166942.750000 Penalty: 3656.882324
	Iteration 3F: 3 clusters Score -166942.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -167401.781250 Penalty: 3656.882324
	Iteration 4F: 3 clusters Score -167401.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -167781.687500 Penalty: 3656.882324
	Iteration 5F: 3 clusters Score -167781.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -167922.984375 Penalty: 3656.882324
	Iteration 6Q: 3 clusters Score -167923 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -168005.531250 Penalty: 3656.882324
	Iteration 7Q: 3 clusters Score -168005.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -168125.718750 Penalty: 3656.882324
	Iteration 8Q: 3 clusters Score -168125.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -168200.703125 Penalty: 3656.882324
	Iteration 9Q: 3 clusters Score -168200.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -168229.093750 Penalty: 3656.882324
	Iteration 10Q: 3 clusters Score -168229.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -168243.187500 Penalty: 3656.882324
	Iteration 11Q: 3 clusters Score -168243.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -168263.312500 Penalty: 3656.882324
	Iteration 12Q: 3 clusters Score -168263.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -168275.500000 Penalty: 3656.882324
	Iteration 13Q: 3 clusters Score -168275.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -168279.468750 Penalty: 3656.882324
	Iteration 14Q: 3 clusters Score -168279.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -168280.015625 Penalty: 3656.882324
	Iteration 15Q: 3 clusters Score -168280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -168280.843750 Penalty: 3656.882324
	Iteration 16Q: 3 clusters Score -168280.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -168280.843750 Penalty: 3656.882324
	Iteration 17F: 3 clusters Score -168280.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 13688 members 
Mstep: Class 3 contains 14292 members 
Mstep: Class 4 contains 3429 members 
Mstep: Class 5 contains 42354 members 
Mstep: Class 6 contains 5988 members 
Mstep: Class 7 contains 5912 members 
Mstep: Class 8 contains 194019 members 
Mstep: Class 9 contains 505 members 
Mstep: Class 10 contains 28266 members 
Mstep: Class 11 contains 17394 members 
Mstep: Class 12 contains 16807 members 
Mstep: Class 13 contains 56043 members 
Mstep: Class 14 contains 156656 members 
Mstep: Class 15 contains 24105 members 
Mstep: Class 16 contains 11274 members 
Mstep: Class 17 contains 10119 members 
Mstep: Class 18 contains 9024 members 
Mstep: Class 19 contains 14815 members 
Mstep: Class 20 contains 12247 members 
Mstep: Class 21 contains 172709 members 
Mstep: Class 22 contains 29338 members 
Mstep: Class 23 contains 29252 members 
Mstep: Class 24 contains 82406 members 
Mstep: Class 25 contains 23887 members 
Mstep: Class 26 contains 13363 members 
Mstep: Class 27 contains 328951 members 
Mstep: Class 28 contains 196537 members 
Mstep: Class 29 contains 1013 members 
Mstep: Class 30 contains 10059 members 
Mstep: Class 31 contains 8939 members 
Mstep: Class 32 contains 83818 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 232698 members 
Mstep: Class 35 contains 90384 members 
Mstep: Class 36 contains 24128 members 
Mstep: Class 37 contains 7728 members 
Mstep: Class 38 contains 1087 members 
Entering Unmasked Estep 
Score: -235482416.000000 Penalty: 136683.125000
Splitting cluster 9 changes total score from -235483008.000000 to -235482416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (28266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Entering Unmasked Estep 
Score: -3443577.250000 Penalty: 2541.854980
	Iteration 0F: 2 clusters Score -3443577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -3424191.750000 Penalty: 5083.709961
	Iteration 0F: 3 clusters Score -3424192 nChanged 12781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -3430993.750000 Penalty: 5083.709961
	Iteration 1F: 3 clusters Score -3430994 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -3431447.000000 Penalty: 5083.709961
	Iteration 2Q: 3 clusters Score -3431447 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -3431918.750000 Penalty: 5083.709961
	Iteration 3Q: 3 clusters Score -3431919 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -3432393.250000 Penalty: 5083.709961
	Iteration 4Q: 3 clusters Score -3432393 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -3432929.000000 Penalty: 5083.709961
	Iteration 5Q: 3 clusters Score -3432929 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -3433624.250000 Penalty: 5083.709961
	Iteration 6Q: 3 clusters Score -3433624 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -3434570.750000 Penalty: 5083.709961
	Iteration 7F: 3 clusters Score -3434571 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -3435884.000000 Penalty: 5083.709961
	Iteration 8F: 3 clusters Score -3435884 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -3437544.000000 Penalty: 5083.709961
	Iteration 9F: 3 clusters Score -3437544 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -3439118.000000 Penalty: 5083.709961
	Iteration 10F: 3 clusters Score -3439118 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -3440212.000000 Penalty: 5083.709961
	Iteration 11Q: 3 clusters Score -3440212 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -3440820.250000 Penalty: 5083.709961
	Iteration 12Q: 3 clusters Score -3440820 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -3441094.750000 Penalty: 5083.709961
	Iteration 13Q: 3 clusters Score -3441095 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 27877 members 
Entering Unmasked Estep 
Score: -3441234.750000 Penalty: 5083.709961
	Iteration 14Q: 3 clusters Score -3441235 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
Score: -3441283.000000 Penalty: 5083.709961
	Iteration 15Q: 3 clusters Score -3441283 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -3441320.000000 Penalty: 5083.709961
	Iteration 16Q: 3 clusters Score -3441320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -3441342.000000 Penalty: 5083.709961
	Iteration 17Q: 3 clusters Score -3441342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -3441359.000000 Penalty: 5083.709961
	Iteration 18Q: 3 clusters Score -3441359 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -3441373.000000 Penalty: 5083.709961
	Iteration 19Q: 3 clusters Score -3441373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -3441375.750000 Penalty: 5083.709961
	Iteration 20F: 3 clusters Score -3441376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 27995 members 
Entering Unmasked Estep 
Score: -3441375.500000 Penalty: 5083.709961
	Iteration 21Q: 3 clusters Score -3441376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 27995 members 
Entering Unmasked Estep 
Score: -3441377.250000 Penalty: 5083.709961
	Iteration 22Q: 3 clusters Score -3441377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
Score: -3441389.500000 Penalty: 5083.709961
	Iteration 23Q: 3 clusters Score -3441390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -3441388.000000 Penalty: 5083.709961
	Iteration 24Q: 3 clusters Score -3441388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -3441388.750000 Penalty: 5083.709961
	Iteration 25Q: 3 clusters Score -3441389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -3441388.750000 Penalty: 5083.709961
	Iteration 26F: 3 clusters Score -3441389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Entering Unmasked Estep 
Score: -2069804.000000 Penalty: 2421.442383
	Iteration 0F: 2 clusters Score -2069804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2057425.375000 Penalty: 4842.884766
	Iteration 0F: 3 clusters Score -2057425 nChanged 7675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -2061618.625000 Penalty: 4842.884766
	Iteration 1F: 3 clusters Score -2061619 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -2062140.750000 Penalty: 4842.884766
	Iteration 2F: 3 clusters Score -2062141 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -2062670.375000 Penalty: 4842.884766
	Iteration 3F: 3 clusters Score -2062670 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -2063249.125000 Penalty: 4842.884766
	Iteration 4F: 3 clusters Score -2063249 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -2063868.625000 Penalty: 4842.884766
	Iteration 5F: 3 clusters Score -2063869 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -2064447.500000 Penalty: 4842.884766
	Iteration 6F: 3 clusters Score -2064448 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -2064944.000000 Penalty: 4842.884766
	Iteration 7F: 3 clusters Score -2064944 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -2065389.000000 Penalty: 4842.884766
	Iteration 8Q: 3 clusters Score -2065389 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -2065775.375000 Penalty: 4842.884766
	Iteration 9Q: 3 clusters Score -2065775 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -2066152.625000 Penalty: 4842.884766
	Iteration 10Q: 3 clusters Score -2066153 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -2066444.375000 Penalty: 4842.884766
	Iteration 11Q: 3 clusters Score -2066444 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -2066691.375000 Penalty: 4842.884766
	Iteration 12Q: 3 clusters Score -2066691 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -2066888.625000 Penalty: 4842.884766
	Iteration 13Q: 3 clusters Score -2066889 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -2067070.250000 Penalty: 4842.884766
	Iteration 14Q: 3 clusters Score -2067070 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -2067243.250000 Penalty: 4842.884766
	Iteration 15Q: 3 clusters Score -2067243 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -2067442.250000 Penalty: 4842.884766
	Iteration 16Q: 3 clusters Score -2067442 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2067625.125000 Penalty: 4842.884766
	Iteration 17Q: 3 clusters Score -2067625 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2067750.875000 Penalty: 4842.884766
	Iteration 18Q: 3 clusters Score -2067751 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2067873.250000 Penalty: 4842.884766
	Iteration 19Q: 3 clusters Score -2067873 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2067969.500000 Penalty: 4842.884766
	Iteration 20F: 3 clusters Score -2067970 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2068053.875000 Penalty: 4842.884766
	Iteration 21Q: 3 clusters Score -2068054 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2068112.500000 Penalty: 4842.884766
	Iteration 22Q: 3 clusters Score -2068112 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2068163.875000 Penalty: 4842.884766
	Iteration 23Q: 3 clusters Score -2068164 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2068210.125000 Penalty: 4842.884766
	Iteration 24Q: 3 clusters Score -2068210 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2068246.875000 Penalty: 4842.884766
	Iteration 25Q: 3 clusters Score -2068247 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2068273.375000 Penalty: 4842.884766
	Iteration 26Q: 3 clusters Score -2068273 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2068297.250000 Penalty: 4842.884766
	Iteration 27Q: 3 clusters Score -2068297 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2068307.750000 Penalty: 4842.884766
	Iteration 28Q: 3 clusters Score -2068308 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2068318.750000 Penalty: 4842.884766
	Iteration 29Q: 3 clusters Score -2068319 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2068331.375000 Penalty: 4842.884766
	Iteration 30Q: 3 clusters Score -2068331 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2068336.875000 Penalty: 4842.884766
	Iteration 31Q: 3 clusters Score -2068337 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2068346.250000 Penalty: 4842.884766
	Iteration 32Q: 3 clusters Score -2068346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2068354.250000 Penalty: 4842.884766
	Iteration 33Q: 3 clusters Score -2068354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2068358.500000 Penalty: 4842.884766
	Iteration 34Q: 3 clusters Score -2068358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2068363.250000 Penalty: 4842.884766
	Iteration 35Q: 3 clusters Score -2068363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2068365.125000 Penalty: 4842.884766
	Iteration 36Q: 3 clusters Score -2068365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2068373.375000 Penalty: 4842.884766
	Iteration 37Q: 3 clusters Score -2068373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2068375.750000 Penalty: 4842.884766
	Iteration 38Q: 3 clusters Score -2068376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2068378.625000 Penalty: 4842.884766
	Iteration 39Q: 3 clusters Score -2068379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2068378.625000 Penalty: 4842.884766
	Iteration 40F: 3 clusters Score -2068379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Entering Unmasked Estep 
Score: -2031030.125000 Penalty: 2412.928467
	Iteration 0F: 2 clusters Score -2031030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -2019138.125000 Penalty: 4825.856934
	Iteration 0F: 3 clusters Score -2019138 nChanged 7286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -2023032.875000 Penalty: 4825.856934
	Iteration 1F: 3 clusters Score -2023033 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -2023431.375000 Penalty: 4825.856934
	Iteration 2F: 3 clusters Score -2023431 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -2023724.375000 Penalty: 4825.856934
	Iteration 3Q: 3 clusters Score -2023724 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -2023983.875000 Penalty: 4825.856934
	Iteration 4Q: 3 clusters Score -2023984 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -2024234.000000 Penalty: 4825.856934
	Iteration 5Q: 3 clusters Score -2024234 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -2024503.125000 Penalty: 4825.856934
	Iteration 6Q: 3 clusters Score -2024503 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -2024808.625000 Penalty: 4825.856934
	Iteration 7Q: 3 clusters Score -2024809 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -2025095.875000 Penalty: 4825.856934
	Iteration 8Q: 3 clusters Score -2025096 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -2025364.000000 Penalty: 4825.856934
	Iteration 9Q: 3 clusters Score -2025364 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -2025581.625000 Penalty: 4825.856934
	Iteration 10Q: 3 clusters Score -2025582 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -2025743.500000 Penalty: 4825.856934
	Iteration 11Q: 3 clusters Score -2025744 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -2025896.875000 Penalty: 4825.856934
	Iteration 12Q: 3 clusters Score -2025897 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -2026014.625000 Penalty: 4825.856934
	Iteration 13Q: 3 clusters Score -2026015 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -2026142.625000 Penalty: 4825.856934
	Iteration 14Q: 3 clusters Score -2026143 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -2026263.875000 Penalty: 4825.856934
	Iteration 15Q: 3 clusters Score -2026264 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -2026382.625000 Penalty: 4825.856934
	Iteration 16Q: 3 clusters Score -2026383 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -2026527.875000 Penalty: 4825.856934
	Iteration 17Q: 3 clusters Score -2026528 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -2026639.500000 Penalty: 4825.856934
	Iteration 18Q: 3 clusters Score -2026640 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -2026736.500000 Penalty: 4825.856934
	Iteration 19Q: 3 clusters Score -2026736 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -2026828.875000 Penalty: 4825.856934
	Iteration 20F: 3 clusters Score -2026829 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -2026900.375000 Penalty: 4825.856934
	Iteration 21Q: 3 clusters Score -2026900 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -2026964.500000 Penalty: 4825.856934
	Iteration 22Q: 3 clusters Score -2026964 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -2027022.000000 Penalty: 4825.856934
	Iteration 23Q: 3 clusters Score -2027022 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -2027066.625000 Penalty: 4825.856934
	Iteration 24Q: 3 clusters Score -2027067 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -2027107.000000 Penalty: 4825.856934
	Iteration 25Q: 3 clusters Score -2027107 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -2027138.625000 Penalty: 4825.856934
	Iteration 26Q: 3 clusters Score -2027139 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -2027156.875000 Penalty: 4825.856934
	Iteration 27Q: 3 clusters Score -2027157 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -2027176.000000 Penalty: 4825.856934
	Iteration 28Q: 3 clusters Score -2027176 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -2027186.500000 Penalty: 4825.856934
	Iteration 29Q: 3 clusters Score -2027186 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -2027199.375000 Penalty: 4825.856934
	Iteration 30Q: 3 clusters Score -2027199 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -2027213.750000 Penalty: 4825.856934
	Iteration 31Q: 3 clusters Score -2027214 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -2027221.750000 Penalty: 4825.856934
	Iteration 32Q: 3 clusters Score -2027222 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -2027239.750000 Penalty: 4825.856934
	Iteration 33Q: 3 clusters Score -2027240 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -2027253.875000 Penalty: 4825.856934
	Iteration 34Q: 3 clusters Score -2027254 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -2027256.750000 Penalty: 4825.856934
	Iteration 35Q: 3 clusters Score -2027257 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -2027263.750000 Penalty: 4825.856934
	Iteration 36Q: 3 clusters Score -2027264 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -2027279.000000 Penalty: 4825.856934
	Iteration 37Q: 3 clusters Score -2027279 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -2027290.625000 Penalty: 4825.856934
	Iteration 38Q: 3 clusters Score -2027291 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -2027301.375000 Penalty: 4825.856934
	Iteration 39Q: 3 clusters Score -2027301 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -2027305.000000 Penalty: 4825.856934
	Iteration 40F: 3 clusters Score -2027305 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -2027315.375000 Penalty: 4825.856934
	Iteration 41Q: 3 clusters Score -2027315 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -2027319.000000 Penalty: 4825.856934
	Iteration 42Q: 3 clusters Score -2027319 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -2027330.250000 Penalty: 4825.856934
	Iteration 43Q: 3 clusters Score -2027330 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -2027334.125000 Penalty: 4825.856934
	Iteration 44Q: 3 clusters Score -2027334 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -2027334.875000 Penalty: 4825.856934
	Iteration 45Q: 3 clusters Score -2027335 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -2027344.500000 Penalty: 4825.856934
	Iteration 46Q: 3 clusters Score -2027344 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -2027353.000000 Penalty: 4825.856934
	Iteration 47Q: 3 clusters Score -2027353 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -2027364.875000 Penalty: 4825.856934
	Iteration 48Q: 3 clusters Score -2027365 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -2027378.375000 Penalty: 4825.856934
	Iteration 49Q: 3 clusters Score -2027378 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -2027384.500000 Penalty: 4825.856934
	Iteration 50Q: 3 clusters Score -2027384 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -2027395.500000 Penalty: 4825.856934
	Iteration 51Q: 3 clusters Score -2027396 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -2027405.125000 Penalty: 4825.856934
	Iteration 52Q: 3 clusters Score -2027405 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2027412.125000 Penalty: 4825.856934
	Iteration 53Q: 3 clusters Score -2027412 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -2027428.625000 Penalty: 4825.856934
	Iteration 54Q: 3 clusters Score -2027429 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -2027453.500000 Penalty: 4825.856934
	Iteration 55Q: 3 clusters Score -2027454 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -2027477.875000 Penalty: 4825.856934
	Iteration 56Q: 3 clusters Score -2027478 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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	Iteration 133Q: 3 clusters Score -2029157 nChanged 6
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	Iteration 137Q: 3 clusters Score -2029168 nChanged 5
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	Iteration 138Q: 3 clusters Score -2029166 nChanged 2
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	Iteration 139Q: 3 clusters Score -2029164 nChanged 3
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	Iteration 140F: 3 clusters Score -2029166 nChanged 4
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	Iteration 141Q: 3 clusters Score -2029166 nChanged 3
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	Iteration 143Q: 3 clusters Score -2029171 nChanged 5
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	Iteration 146Q: 3 clusters Score -2029173 nChanged 3
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	Iteration 147Q: 3 clusters Score -2029172 nChanged 3
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	Iteration 148Q: 3 clusters Score -2029170 nChanged 6
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	Iteration 149Q: 3 clusters Score -2029172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -2029173.500000 Penalty: 4825.856934
	Iteration 150Q: 3 clusters Score -2029174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -2029176.500000 Penalty: 4825.856934
	Iteration 151Q: 3 clusters Score -2029176 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -2029175.375000 Penalty: 4825.856934
	Iteration 152Q: 3 clusters Score -2029175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -2029179.000000 Penalty: 4825.856934
	Iteration 153Q: 3 clusters Score -2029179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -2029181.500000 Penalty: 4825.856934
	Iteration 154Q: 3 clusters Score -2029182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -2029183.250000 Penalty: 4825.856934
	Iteration 155Q: 3 clusters Score -2029183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -2029183.625000 Penalty: 4825.856934
	Iteration 156Q: 3 clusters Score -2029184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -2029184.875000 Penalty: 4825.856934
	Iteration 157Q: 3 clusters Score -2029185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -2029187.000000 Penalty: 4825.856934
	Iteration 158Q: 3 clusters Score -2029187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -2029188.250000 Penalty: 4825.856934
	Iteration 159Q: 3 clusters Score -2029188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -2029188.250000 Penalty: 4825.856934
	Iteration 160F: 3 clusters Score -2029188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -2029190.000000 Penalty: 4825.856934
	Iteration 161Q: 3 clusters Score -2029190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -2029190.375000 Penalty: 4825.856934
	Iteration 162Q: 3 clusters Score -2029190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -2029193.500000 Penalty: 4825.856934
	Iteration 163Q: 3 clusters Score -2029194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -2029195.625000 Penalty: 4825.856934
	Iteration 164Q: 3 clusters Score -2029196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -2029198.125000 Penalty: 4825.856934
	Iteration 165Q: 3 clusters Score -2029198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -2029199.250000 Penalty: 4825.856934
	Iteration 166Q: 3 clusters Score -2029199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -2029197.125000 Penalty: 4825.856934
	Iteration 167Q: 3 clusters Score -2029197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -2029195.375000 Penalty: 4825.856934
	Iteration 168Q: 3 clusters Score -2029195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -2029197.500000 Penalty: 4825.856934
	Iteration 169Q: 3 clusters Score -2029198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -2029198.625000 Penalty: 4825.856934
	Iteration 170Q: 3 clusters Score -2029199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -2029201.125000 Penalty: 4825.856934
	Iteration 171Q: 3 clusters Score -2029201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -2029201.125000 Penalty: 4825.856934
	Iteration 172F: 3 clusters Score -2029201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (56043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56043 members 
Entering Unmasked Estep 
Score: -6830104.500000 Penalty: 2711.600830
	Iteration 0F: 2 clusters Score -6830104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -6792445.000000 Penalty: 5423.201660
	Iteration 0F: 3 clusters Score -6792445 nChanged 25932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -6807163.500000 Penalty: 5423.201660
	Iteration 1F: 3 clusters Score -6807164 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 26078 members 
Entering Unmasked Estep 
Score: -6807862.500000 Penalty: 5423.201660
	Iteration 2Q: 3 clusters Score -6807862 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31117 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -6808765.000000 Penalty: 5423.201660
	Iteration 3Q: 3 clusters Score -6808765 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32900 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -6810058.500000 Penalty: 5423.201660
	Iteration 4Q: 3 clusters Score -6810058 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35385 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -6811978.500000 Penalty: 5423.201660
	Iteration 5F: 3 clusters Score -6811978 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38628 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -6814568.500000 Penalty: 5423.201660
	Iteration 6F: 3 clusters Score -6814568 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42102 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -6817724.000000 Penalty: 5423.201660
	Iteration 7F: 3 clusters Score -6817724 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45577 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -6821009.500000 Penalty: 5423.201660
	Iteration 8F: 3 clusters Score -6821010 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48337 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -6823629.500000 Penalty: 5423.201660
	Iteration 9F: 3 clusters Score -6823630 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50279 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -6825354.000000 Penalty: 5423.201660
	Iteration 10Q: 3 clusters Score -6825354 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51568 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -6826392.500000 Penalty: 5423.201660
	Iteration 11Q: 3 clusters Score -6826392 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52425 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -6827063.000000 Penalty: 5423.201660
	Iteration 12Q: 3 clusters Score -6827063 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53002 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -6827421.500000 Penalty: 5423.201660
	Iteration 13Q: 3 clusters Score -6827422 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53397 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -6827685.000000 Penalty: 5423.201660
	Iteration 14Q: 3 clusters Score -6827685 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53685 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -6827860.000000 Penalty: 5423.201660
	Iteration 15Q: 3 clusters Score -6827860 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53895 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -6828021.500000 Penalty: 5423.201660
	Iteration 16Q: 3 clusters Score -6828022 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54036 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -6828107.500000 Penalty: 5423.201660
	Iteration 17Q: 3 clusters Score -6828108 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54133 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -6828176.000000 Penalty: 5423.201660
	Iteration 18Q: 3 clusters Score -6828176 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54217 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -6828212.500000 Penalty: 5423.201660
	Iteration 19Q: 3 clusters Score -6828212 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54269 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -6828231.000000 Penalty: 5423.201660
	Iteration 20F: 3 clusters Score -6828231 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54318 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -6828272.000000 Penalty: 5423.201660
	Iteration 21Q: 3 clusters Score -6828272 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54377 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -6828293.000000 Penalty: 5423.201660
	Iteration 22Q: 3 clusters Score -6828293 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54433 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -6828315.500000 Penalty: 5423.201660
	Iteration 23Q: 3 clusters Score -6828316 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54470 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -6828330.500000 Penalty: 5423.201660
	Iteration 24Q: 3 clusters Score -6828330 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54497 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -6828331.000000 Penalty: 5423.201660
	Iteration 25Q: 3 clusters Score -6828331 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54517 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -6828355.500000 Penalty: 5423.201660
	Iteration 26Q: 3 clusters Score -6828356 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54538 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -6828364.500000 Penalty: 5423.201660
	Iteration 27Q: 3 clusters Score -6828364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54558 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -6828378.000000 Penalty: 5423.201660
	Iteration 28Q: 3 clusters Score -6828378 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54574 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -6828377.500000 Penalty: 5423.201660
	Iteration 29Q: 3 clusters Score -6828378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54592 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -6828387.500000 Penalty: 5423.201660
	Iteration 30Q: 3 clusters Score -6828388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54608 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -6828394.500000 Penalty: 5423.201660
	Iteration 31Q: 3 clusters Score -6828394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54623 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -6828402.500000 Penalty: 5423.201660
	Iteration 32Q: 3 clusters Score -6828402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54631 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -6828399.000000 Penalty: 5423.201660
	Iteration 33Q: 3 clusters Score -6828399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54633 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -6828390.000000 Penalty: 5423.201660
	Iteration 34Q: 3 clusters Score -6828390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54633 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -6828390.000000 Penalty: 5423.201660
	Iteration 35F: 3 clusters Score -6828390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (156656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156656 members 
Entering Unmasked Estep 
Score: -19096058.000000 Penalty: 2966.528320
	Iteration 0F: 2 clusters Score -1.909606e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78419 members 
Mstep: Class 2 contains 78237 members 
Entering Unmasked Estep 
Score: -18991504.000000 Penalty: 5933.056641
	Iteration 0F: 3 clusters Score -1.89915e+07 nChanged 74800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80785 members 
Mstep: Class 2 contains 75871 members 
Entering Unmasked Estep 
Score: -19035336.000000 Penalty: 5933.056641
	Iteration 1F: 3 clusters Score -1.903534e+07 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82795 members 
Mstep: Class 2 contains 73861 members 
Entering Unmasked Estep 
Score: -19036964.000000 Penalty: 5933.056641
	Iteration 2Q: 3 clusters Score -1.903696e+07 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85914 members 
Mstep: Class 2 contains 70742 members 
Entering Unmasked Estep 
Score: -19039386.000000 Penalty: 5933.056641
	Iteration 3Q: 3 clusters Score -1.903939e+07 nChanged 7779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90461 members 
Mstep: Class 2 contains 66195 members 
Entering Unmasked Estep 
Score: -19043062.000000 Penalty: 5933.056641
	Iteration 4Q: 3 clusters Score -1.904306e+07 nChanged 8996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96367 members 
Mstep: Class 2 contains 60289 members 
Entering Unmasked Estep 
Score: -19047782.000000 Penalty: 5933.056641
	Iteration 5F: 3 clusters Score -1.904778e+07 nChanged 9945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103550 members 
Mstep: Class 2 contains 53106 members 
Entering Unmasked Estep 
Score: -19053544.000000 Penalty: 5933.056641
	Iteration 6F: 3 clusters Score -1.905354e+07 nChanged 10017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111477 members 
Mstep: Class 2 contains 45179 members 
Entering Unmasked Estep 
Score: -19059570.000000 Penalty: 5933.056641
	Iteration 7F: 3 clusters Score -1.905957e+07 nChanged 9628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119881 members 
Mstep: Class 2 contains 36775 members 
Entering Unmasked Estep 
Score: -19065814.000000 Penalty: 5933.056641
	Iteration 8F: 3 clusters Score -1.906581e+07 nChanged 9095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128396 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -19071974.000000 Penalty: 5933.056641
	Iteration 9F: 3 clusters Score -1.907197e+07 nChanged 8120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136314 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -19078074.000000 Penalty: 5933.056641
	Iteration 10F: 3 clusters Score -1.907807e+07 nChanged 6847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143085 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -19083412.000000 Penalty: 5933.056641
	Iteration 11Q: 3 clusters Score -1.908341e+07 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148313 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -19087648.000000 Penalty: 5933.056641
	Iteration 12Q: 3 clusters Score -1.908765e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151554 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -19090192.000000 Penalty: 5933.056641
	Iteration 13Q: 3 clusters Score -1.909019e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153355 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -19091640.000000 Penalty: 5933.056641
	Iteration 14Q: 3 clusters Score -1.909164e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154270 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -19092576.000000 Penalty: 5933.056641
	Iteration 15Q: 3 clusters Score -1.909258e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154726 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -19093146.000000 Penalty: 5933.056641
	Iteration 16Q: 3 clusters Score -1.909315e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154878 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -19093438.000000 Penalty: 5933.056641
	Iteration 17Q: 3 clusters Score -1.909344e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154921 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -19093636.000000 Penalty: 5933.056641
	Iteration 18Q: 3 clusters Score -1.909364e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154915 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -19093788.000000 Penalty: 5933.056641
	Iteration 19Q: 3 clusters Score -1.909379e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154877 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -19093922.000000 Penalty: 5933.056641
	Iteration 20F: 3 clusters Score -1.909392e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154813 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -19094098.000000 Penalty: 5933.056641
	Iteration 21Q: 3 clusters Score -1.90941e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154738 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -19094208.000000 Penalty: 5933.056641
	Iteration 22Q: 3 clusters Score -1.909421e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154696 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -19094274.000000 Penalty: 5933.056641
	Iteration 23Q: 3 clusters Score -1.909427e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154656 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -19094322.000000 Penalty: 5933.056641
	Iteration 24Q: 3 clusters Score -1.909432e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154636 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -19094344.000000 Penalty: 5933.056641
	Iteration 25Q: 3 clusters Score -1.909434e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154609 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -19094396.000000 Penalty: 5933.056641
	Iteration 26Q: 3 clusters Score -1.90944e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154569 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -19094438.000000 Penalty: 5933.056641
	Iteration 27Q: 3 clusters Score -1.909444e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154546 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -19094484.000000 Penalty: 5933.056641
	Iteration 28Q: 3 clusters Score -1.909448e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154532 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -19094490.000000 Penalty: 5933.056641
	Iteration 29Q: 3 clusters Score -1.909449e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154517 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -19094500.000000 Penalty: 5933.056641
	Iteration 30Q: 3 clusters Score -1.90945e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154513 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -19094528.000000 Penalty: 5933.056641
	Iteration 31Q: 3 clusters Score -1.909453e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154493 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -19094552.000000 Penalty: 5933.056641
	Iteration 32Q: 3 clusters Score -1.909455e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154479 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -19094548.000000 Penalty: 5933.056641
	Iteration 33Q: 3 clusters Score -1.909455e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154472 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -19094580.000000 Penalty: 5933.056641
	Iteration 34Q: 3 clusters Score -1.909458e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154454 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -19094584.000000 Penalty: 5933.056641
	Iteration 35Q: 3 clusters Score -1.909458e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154441 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -19094582.000000 Penalty: 5933.056641
	Iteration 36Q: 3 clusters Score -1.909458e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154423 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -19094580.000000 Penalty: 5933.056641
	Iteration 37Q: 3 clusters Score -1.909458e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154422 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -19094584.000000 Penalty: 5933.056641
	Iteration 38Q: 3 clusters Score -1.909458e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154419 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -19094606.000000 Penalty: 5933.056641
	Iteration 39Q: 3 clusters Score -1.909461e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154419 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -19094604.000000 Penalty: 5933.056641
	Iteration 40F: 3 clusters Score -1.90946e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154416 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -19094602.000000 Penalty: 5933.056641
	Iteration 41Q: 3 clusters Score -1.90946e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154411 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -19094614.000000 Penalty: 5933.056641
	Iteration 42Q: 3 clusters Score -1.909461e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154409 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -19094612.000000 Penalty: 5933.056641
	Iteration 43Q: 3 clusters Score -1.909461e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154407 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -19094614.000000 Penalty: 5933.056641
	Iteration 44Q: 3 clusters Score -1.909461e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154406 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -19094602.000000 Penalty: 5933.056641
	Iteration 45Q: 3 clusters Score -1.90946e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154406 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -19094602.000000 Penalty: 5933.056641
	Iteration 46F: 3 clusters Score -1.90946e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (24105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Entering Unmasked Estep 
Score: -2917420.500000 Penalty: 2502.363281
	Iteration 0F: 2 clusters Score -2917420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -2900604.500000 Penalty: 5004.726562
	Iteration 0F: 3 clusters Score -2900604 nChanged 10672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -2906517.250000 Penalty: 5004.726562
	Iteration 1F: 3 clusters Score -2906517 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -2907025.750000 Penalty: 5004.726562
	Iteration 2F: 3 clusters Score -2907026 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -2907562.250000 Penalty: 5004.726562
	Iteration 3Q: 3 clusters Score -2907562 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2908195.250000 Penalty: 5004.726562
	Iteration 4F: 3 clusters Score -2908195 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -2909036.250000 Penalty: 5004.726562
	Iteration 5F: 3 clusters Score -2909036 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -2910152.000000 Penalty: 5004.726562
	Iteration 6F: 3 clusters Score -2910152 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -2911587.750000 Penalty: 5004.726562
	Iteration 7F: 3 clusters Score -2911588 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -2913297.750000 Penalty: 5004.726562
	Iteration 8F: 3 clusters Score -2913298 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -2914698.750000 Penalty: 5004.726562
	Iteration 9F: 3 clusters Score -2914699 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -2915314.000000 Penalty: 5004.726562
	Iteration 10Q: 3 clusters Score -2915314 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -2915509.500000 Penalty: 5004.726562
	Iteration 11Q: 3 clusters Score -2915510 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -2915585.250000 Penalty: 5004.726562
	Iteration 12Q: 3 clusters Score -2915585 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -2915621.000000 Penalty: 5004.726562
	Iteration 13Q: 3 clusters Score -2915621 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -2915662.500000 Penalty: 5004.726562
	Iteration 14Q: 3 clusters Score -2915662 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -2915675.500000 Penalty: 5004.726562
	Iteration 15Q: 3 clusters Score -2915676 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -2915706.750000 Penalty: 5004.726562
	Iteration 16Q: 3 clusters Score -2915707 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -2915706.000000 Penalty: 5004.726562
	Iteration 17Q: 3 clusters Score -2915706 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -2915719.000000 Penalty: 5004.726562
	Iteration 18Q: 3 clusters Score -2915719 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -2915721.000000 Penalty: 5004.726562
	Iteration 19Q: 3 clusters Score -2915721 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -2915726.000000 Penalty: 5004.726562
	Iteration 20F: 3 clusters Score -2915726 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -2915735.250000 Penalty: 5004.726562
	Iteration 21Q: 3 clusters Score -2915735 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -2915729.500000 Penalty: 5004.726562
	Iteration 22Q: 3 clusters Score -2915730 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -2915738.000000 Penalty: 5004.726562
	Iteration 23Q: 3 clusters Score -2915738 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -2915742.500000 Penalty: 5004.726562
	Iteration 24Q: 3 clusters Score -2915742 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -2915744.250000 Penalty: 5004.726562
	Iteration 25Q: 3 clusters Score -2915744 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -2915762.250000 Penalty: 5004.726562
	Iteration 26Q: 3 clusters Score -2915762 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -2915762.750000 Penalty: 5004.726562
	Iteration 27Q: 3 clusters Score -2915763 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -2915762.250000 Penalty: 5004.726562
	Iteration 28Q: 3 clusters Score -2915762 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -2915765.000000 Penalty: 5004.726562
	Iteration 29Q: 3 clusters Score -2915765 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -2915767.500000 Penalty: 5004.726562
	Iteration 30Q: 3 clusters Score -2915768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -2915763.750000 Penalty: 5004.726562
	Iteration 31Q: 3 clusters Score -2915764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -2915767.000000 Penalty: 5004.726562
	Iteration 32Q: 3 clusters Score -2915767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -2915772.000000 Penalty: 5004.726562
	Iteration 33Q: 3 clusters Score -2915772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -2915770.250000 Penalty: 5004.726562
	Iteration 34Q: 3 clusters Score -2915770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -2915767.500000 Penalty: 5004.726562
	Iteration 35Q: 3 clusters Score -2915768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -2915766.750000 Penalty: 5004.726562
	Iteration 36Q: 3 clusters Score -2915767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -2915771.500000 Penalty: 5004.726562
	Iteration 37Q: 3 clusters Score -2915772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -2915765.500000 Penalty: 5004.726562
	Iteration 38Q: 3 clusters Score -2915766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -2915764.500000 Penalty: 5004.726562
	Iteration 39Q: 3 clusters Score -2915764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -2915766.750000 Penalty: 5004.726562
	Iteration 40F: 3 clusters Score -2915767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -2915766.250000 Penalty: 5004.726562
	Iteration 41Q: 3 clusters Score -2915766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -2915766.500000 Penalty: 5004.726562
	Iteration 42Q: 3 clusters Score -2915766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -2915766.500000 Penalty: 5004.726562
	Iteration 43F: 3 clusters Score -2915766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Entering Unmasked Estep 
Score: -1359446.500000 Penalty: 2313.903076
	Iteration 0F: 2 clusters Score -1359446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1350995.250000 Penalty: 4627.806152
	Iteration 0F: 3 clusters Score -1350995 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1353492.250000 Penalty: 4627.806152
	Iteration 1F: 3 clusters Score -1353492 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1353791.000000 Penalty: 4627.806152
	Iteration 2F: 3 clusters Score -1353791 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1354009.250000 Penalty: 4627.806152
	Iteration 3Q: 3 clusters Score -1354009 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1354182.375000 Penalty: 4627.806152
	Iteration 4Q: 3 clusters Score -1354182 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1354350.750000 Penalty: 4627.806152
	Iteration 5Q: 3 clusters Score -1354351 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1354490.250000 Penalty: 4627.806152
	Iteration 6Q: 3 clusters Score -1354490 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1354618.125000 Penalty: 4627.806152
	Iteration 7Q: 3 clusters Score -1354618 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1354742.375000 Penalty: 4627.806152
	Iteration 8Q: 3 clusters Score -1354742 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1354835.375000 Penalty: 4627.806152
	Iteration 9Q: 3 clusters Score -1354835 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1354918.500000 Penalty: 4627.806152
	Iteration 10Q: 3 clusters Score -1354918 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1355008.875000 Penalty: 4627.806152
	Iteration 11Q: 3 clusters Score -1355009 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1355104.250000 Penalty: 4627.806152
	Iteration 12Q: 3 clusters Score -1355104 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1355212.250000 Penalty: 4627.806152
	Iteration 13Q: 3 clusters Score -1355212 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1355337.875000 Penalty: 4627.806152
	Iteration 14Q: 3 clusters Score -1355338 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1355491.750000 Penalty: 4627.806152
	Iteration 15Q: 3 clusters Score -1355492 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1355665.625000 Penalty: 4627.806152
	Iteration 16Q: 3 clusters Score -1355666 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1355859.375000 Penalty: 4627.806152
	Iteration 17Q: 3 clusters Score -1355859 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1356042.750000 Penalty: 4627.806152
	Iteration 18Q: 3 clusters Score -1356043 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1356186.250000 Penalty: 4627.806152
	Iteration 19Q: 3 clusters Score -1356186 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1356301.750000 Penalty: 4627.806152
	Iteration 20F: 3 clusters Score -1356302 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1356391.375000 Penalty: 4627.806152
	Iteration 21Q: 3 clusters Score -1356391 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1356474.125000 Penalty: 4627.806152
	Iteration 22Q: 3 clusters Score -1356474 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1356537.125000 Penalty: 4627.806152
	Iteration 23Q: 3 clusters Score -1356537 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1356565.875000 Penalty: 4627.806152
	Iteration 24Q: 3 clusters Score -1356566 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1356593.875000 Penalty: 4627.806152
	Iteration 25Q: 3 clusters Score -1356594 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1356614.500000 Penalty: 4627.806152
	Iteration 26Q: 3 clusters Score -1356614 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1356633.625000 Penalty: 4627.806152
	Iteration 27Q: 3 clusters Score -1356634 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1356646.500000 Penalty: 4627.806152
	Iteration 28Q: 3 clusters Score -1356646 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1356657.125000 Penalty: 4627.806152
	Iteration 29Q: 3 clusters Score -1356657 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1356670.375000 Penalty: 4627.806152
	Iteration 30Q: 3 clusters Score -1356670 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1356675.125000 Penalty: 4627.806152
	Iteration 31Q: 3 clusters Score -1356675 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1356684.250000 Penalty: 4627.806152
	Iteration 32Q: 3 clusters Score -1356684 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1356697.125000 Penalty: 4627.806152
	Iteration 33Q: 3 clusters Score -1356697 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1356705.500000 Penalty: 4627.806152
	Iteration 34Q: 3 clusters Score -1356706 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1356716.125000 Penalty: 4627.806152
	Iteration 35Q: 3 clusters Score -1356716 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1356725.500000 Penalty: 4627.806152
	Iteration 36Q: 3 clusters Score -1356726 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1356735.750000 Penalty: 4627.806152
	Iteration 37Q: 3 clusters Score -1356736 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1356748.625000 Penalty: 4627.806152
	Iteration 38Q: 3 clusters Score -1356749 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1356764.750000 Penalty: 4627.806152
	Iteration 39Q: 3 clusters Score -1356765 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1356774.375000 Penalty: 4627.806152
	Iteration 40F: 3 clusters Score -1356774 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1356786.125000 Penalty: 4627.806152
	Iteration 41Q: 3 clusters Score -1356786 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1356806.250000 Penalty: 4627.806152
	Iteration 42Q: 3 clusters Score -1356806 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1356826.875000 Penalty: 4627.806152
	Iteration 43Q: 3 clusters Score -1356827 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1356849.625000 Penalty: 4627.806152
	Iteration 44Q: 3 clusters Score -1356850 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1356865.375000 Penalty: 4627.806152
	Iteration 45Q: 3 clusters Score -1356865 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1356883.125000 Penalty: 4627.806152
	Iteration 46Q: 3 clusters Score -1356883 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1356893.625000 Penalty: 4627.806152
	Iteration 47Q: 3 clusters Score -1356894 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1356910.875000 Penalty: 4627.806152
	Iteration 48Q: 3 clusters Score -1356911 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1356918.750000 Penalty: 4627.806152
	Iteration 49Q: 3 clusters Score -1356919 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1356934.375000 Penalty: 4627.806152
	Iteration 50Q: 3 clusters Score -1356934 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1356941.875000 Penalty: 4627.806152
	Iteration 51Q: 3 clusters Score -1356942 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1356959.375000 Penalty: 4627.806152
	Iteration 52Q: 3 clusters Score -1356959 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1356968.125000 Penalty: 4627.806152
	Iteration 53Q: 3 clusters Score -1356968 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1356982.125000 Penalty: 4627.806152
	Iteration 54Q: 3 clusters Score -1356982 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1356998.625000 Penalty: 4627.806152
	Iteration 55Q: 3 clusters Score -1356999 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1357009.750000 Penalty: 4627.806152
	Iteration 56Q: 3 clusters Score -1357010 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1357023.750000 Penalty: 4627.806152
	Iteration 57Q: 3 clusters Score -1357024 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1357035.250000 Penalty: 4627.806152
	Iteration 58Q: 3 clusters Score -1357035 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1357054.500000 Penalty: 4627.806152
	Iteration 59Q: 3 clusters Score -1357054 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1357066.250000 Penalty: 4627.806152
	Iteration 60F: 3 clusters Score -1357066 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1357084.625000 Penalty: 4627.806152
	Iteration 61Q: 3 clusters Score -1357085 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1357112.375000 Penalty: 4627.806152
	Iteration 62Q: 3 clusters Score -1357112 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1357138.750000 Penalty: 4627.806152
	Iteration 63Q: 3 clusters Score -1357139 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1357169.000000 Penalty: 4627.806152
	Iteration 64Q: 3 clusters Score -1357169 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1357194.750000 Penalty: 4627.806152
	Iteration 65Q: 3 clusters Score -1357195 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1357238.625000 Penalty: 4627.806152
	Iteration 66Q: 3 clusters Score -1357239 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1357273.000000 Penalty: 4627.806152
	Iteration 67Q: 3 clusters Score -1357273 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1357311.250000 Penalty: 4627.806152
	Iteration 68Q: 3 clusters Score -1357311 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1357349.875000 Penalty: 4627.806152
	Iteration 69Q: 3 clusters Score -1357350 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1357375.750000 Penalty: 4627.806152
	Iteration 70Q: 3 clusters Score -1357376 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1357403.750000 Penalty: 4627.806152
	Iteration 71Q: 3 clusters Score -1357404 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1357434.125000 Penalty: 4627.806152
	Iteration 72Q: 3 clusters Score -1357434 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1357460.500000 Penalty: 4627.806152
	Iteration 73Q: 3 clusters Score -1357460 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1357490.250000 Penalty: 4627.806152
	Iteration 74Q: 3 clusters Score -1357490 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1357514.500000 Penalty: 4627.806152
	Iteration 75Q: 3 clusters Score -1357514 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1357535.625000 Penalty: 4627.806152
	Iteration 76Q: 3 clusters Score -1357536 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1357551.375000 Penalty: 4627.806152
	Iteration 77Q: 3 clusters Score -1357551 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1357568.500000 Penalty: 4627.806152
	Iteration 78Q: 3 clusters Score -1357568 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1357589.250000 Penalty: 4627.806152
	Iteration 79Q: 3 clusters Score -1357589 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1357602.375000 Penalty: 4627.806152
	Iteration 80F: 3 clusters Score -1357602 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1357611.875000 Penalty: 4627.806152
	Iteration 81Q: 3 clusters Score -1357612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1357616.625000 Penalty: 4627.806152
	Iteration 82Q: 3 clusters Score -1357617 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1357622.500000 Penalty: 4627.806152
	Iteration 83Q: 3 clusters Score -1357622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1357627.625000 Penalty: 4627.806152
	Iteration 84Q: 3 clusters Score -1357628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1357631.250000 Penalty: 4627.806152
	Iteration 85Q: 3 clusters Score -1357631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1357634.625000 Penalty: 4627.806152
	Iteration 86Q: 3 clusters Score -1357635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1357639.125000 Penalty: 4627.806152
	Iteration 87Q: 3 clusters Score -1357639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1357638.375000 Penalty: 4627.806152
	Iteration 88Q: 3 clusters Score -1357638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1357637.625000 Penalty: 4627.806152
	Iteration 89Q: 3 clusters Score -1357638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1357638.500000 Penalty: 4627.806152
	Iteration 90Q: 3 clusters Score -1357638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1357639.500000 Penalty: 4627.806152
	Iteration 91Q: 3 clusters Score -1357640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1357642.125000 Penalty: 4627.806152
	Iteration 92Q: 3 clusters Score -1357642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1357642.000000 Penalty: 4627.806152
	Iteration 93Q: 3 clusters Score -1357642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1357641.500000 Penalty: 4627.806152
	Iteration 94Q: 3 clusters Score -1357642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1357641.500000 Penalty: 4627.806152
	Iteration 95F: 3 clusters Score -1357642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Entering Unmasked Estep 
Score: -1167579.750000 Penalty: 2287.098145
	Iteration 0F: 2 clusters Score -1167580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1159858.375000 Penalty: 4574.196289
	Iteration 0F: 3 clusters Score -1159858 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1162284.125000 Penalty: 4574.196289
	Iteration 1F: 3 clusters Score -1162284 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1162726.000000 Penalty: 4574.196289
	Iteration 2F: 3 clusters Score -1162726 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1163071.875000 Penalty: 4574.196289
	Iteration 3F: 3 clusters Score -1163072 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1163348.375000 Penalty: 4574.196289
	Iteration 4F: 3 clusters Score -1163348 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1163568.375000 Penalty: 4574.196289
	Iteration 5Q: 3 clusters Score -1163568 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1163754.750000 Penalty: 4574.196289
	Iteration 6Q: 3 clusters Score -1163755 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1163938.875000 Penalty: 4574.196289
	Iteration 7Q: 3 clusters Score -1163939 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1164111.625000 Penalty: 4574.196289
	Iteration 8Q: 3 clusters Score -1164112 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1164269.500000 Penalty: 4574.196289
	Iteration 9Q: 3 clusters Score -1164270 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1164405.500000 Penalty: 4574.196289
	Iteration 10Q: 3 clusters Score -1164406 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1164540.250000 Penalty: 4574.196289
	Iteration 11Q: 3 clusters Score -1164540 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1164638.000000 Penalty: 4574.196289
	Iteration 12Q: 3 clusters Score -1164638 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1164730.625000 Penalty: 4574.196289
	Iteration 13Q: 3 clusters Score -1164731 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1164811.000000 Penalty: 4574.196289
	Iteration 14Q: 3 clusters Score -1164811 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1164885.750000 Penalty: 4574.196289
	Iteration 15Q: 3 clusters Score -1164886 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1164940.625000 Penalty: 4574.196289
	Iteration 16Q: 3 clusters Score -1164941 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1164997.625000 Penalty: 4574.196289
	Iteration 17Q: 3 clusters Score -1164998 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1165035.250000 Penalty: 4574.196289
	Iteration 18Q: 3 clusters Score -1165035 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1165064.750000 Penalty: 4574.196289
	Iteration 19Q: 3 clusters Score -1165065 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1165087.250000 Penalty: 4574.196289
	Iteration 20F: 3 clusters Score -1165087 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1165106.000000 Penalty: 4574.196289
	Iteration 21Q: 3 clusters Score -1165106 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1165125.750000 Penalty: 4574.196289
	Iteration 22Q: 3 clusters Score -1165126 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1165152.250000 Penalty: 4574.196289
	Iteration 23Q: 3 clusters Score -1165152 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1165177.500000 Penalty: 4574.196289
	Iteration 24Q: 3 clusters Score -1165178 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1165203.750000 Penalty: 4574.196289
	Iteration 25Q: 3 clusters Score -1165204 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1165221.125000 Penalty: 4574.196289
	Iteration 26Q: 3 clusters Score -1165221 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1165237.625000 Penalty: 4574.196289
	Iteration 27Q: 3 clusters Score -1165238 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1165261.125000 Penalty: 4574.196289
	Iteration 28Q: 3 clusters Score -1165261 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1165273.750000 Penalty: 4574.196289
	Iteration 29Q: 3 clusters Score -1165274 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1165284.250000 Penalty: 4574.196289
	Iteration 30Q: 3 clusters Score -1165284 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1165298.500000 Penalty: 4574.196289
	Iteration 31Q: 3 clusters Score -1165298 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1165314.250000 Penalty: 4574.196289
	Iteration 32Q: 3 clusters Score -1165314 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1165324.125000 Penalty: 4574.196289
	Iteration 33Q: 3 clusters Score -1165324 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1165340.750000 Penalty: 4574.196289
	Iteration 34Q: 3 clusters Score -1165341 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1165347.250000 Penalty: 4574.196289
	Iteration 35Q: 3 clusters Score -1165347 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1165359.000000 Penalty: 4574.196289
	Iteration 36Q: 3 clusters Score -1165359 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1165369.625000 Penalty: 4574.196289
	Iteration 37Q: 3 clusters Score -1165370 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1165384.875000 Penalty: 4574.196289
	Iteration 38Q: 3 clusters Score -1165385 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1165390.875000 Penalty: 4574.196289
	Iteration 39Q: 3 clusters Score -1165391 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1165408.000000 Penalty: 4574.196289
	Iteration 40F: 3 clusters Score -1165408 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1165422.500000 Penalty: 4574.196289
	Iteration 41Q: 3 clusters Score -1165422 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1165433.250000 Penalty: 4574.196289
	Iteration 42Q: 3 clusters Score -1165433 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1165448.500000 Penalty: 4574.196289
	Iteration 43Q: 3 clusters Score -1165448 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1165469.375000 Penalty: 4574.196289
	Iteration 44Q: 3 clusters Score -1165469 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1165494.375000 Penalty: 4574.196289
	Iteration 45Q: 3 clusters Score -1165494 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1165519.375000 Penalty: 4574.196289
	Iteration 46Q: 3 clusters Score -1165519 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1165541.375000 Penalty: 4574.196289
	Iteration 47Q: 3 clusters Score -1165541 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1165552.625000 Penalty: 4574.196289
	Iteration 48Q: 3 clusters Score -1165553 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1165568.750000 Penalty: 4574.196289
	Iteration 49Q: 3 clusters Score -1165569 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1165578.250000 Penalty: 4574.196289
	Iteration 50Q: 3 clusters Score -1165578 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1165592.500000 Penalty: 4574.196289
	Iteration 51Q: 3 clusters Score -1165592 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1165600.000000 Penalty: 4574.196289
	Iteration 52Q: 3 clusters Score -1165600 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1165606.500000 Penalty: 4574.196289
	Iteration 53Q: 3 clusters Score -1165606 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1165615.000000 Penalty: 4574.196289
	Iteration 54Q: 3 clusters Score -1165615 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1165627.250000 Penalty: 4574.196289
	Iteration 55Q: 3 clusters Score -1165627 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1165634.750000 Penalty: 4574.196289
	Iteration 56Q: 3 clusters Score -1165635 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1165641.375000 Penalty: 4574.196289
	Iteration 57Q: 3 clusters Score -1165641 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1165646.375000 Penalty: 4574.196289
	Iteration 58Q: 3 clusters Score -1165646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1165650.250000 Penalty: 4574.196289
	Iteration 59Q: 3 clusters Score -1165650 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1165657.500000 Penalty: 4574.196289
	Iteration 60F: 3 clusters Score -1165658 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1165661.875000 Penalty: 4574.196289
	Iteration 61Q: 3 clusters Score -1165662 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1165666.125000 Penalty: 4574.196289
	Iteration 62Q: 3 clusters Score -1165666 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1165675.125000 Penalty: 4574.196289
	Iteration 63Q: 3 clusters Score -1165675 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1165679.125000 Penalty: 4574.196289
	Iteration 64Q: 3 clusters Score -1165679 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1165682.000000 Penalty: 4574.196289
	Iteration 65Q: 3 clusters Score -1165682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1165689.125000 Penalty: 4574.196289
	Iteration 66Q: 3 clusters Score -1165689 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1165691.500000 Penalty: 4574.196289
	Iteration 67Q: 3 clusters Score -1165692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1165697.875000 Penalty: 4574.196289
	Iteration 68Q: 3 clusters Score -1165698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1165701.625000 Penalty: 4574.196289
	Iteration 69Q: 3 clusters Score -1165702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1165706.625000 Penalty: 4574.196289
	Iteration 70Q: 3 clusters Score -1165707 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1165713.375000 Penalty: 4574.196289
	Iteration 71Q: 3 clusters Score -1165713 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1165718.000000 Penalty: 4574.196289
	Iteration 72Q: 3 clusters Score -1165718 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1165725.000000 Penalty: 4574.196289
	Iteration 73Q: 3 clusters Score -1165725 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1165733.750000 Penalty: 4574.196289
	Iteration 74Q: 3 clusters Score -1165734 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1165748.125000 Penalty: 4574.196289
	Iteration 75Q: 3 clusters Score -1165748 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1165753.875000 Penalty: 4574.196289
	Iteration 76Q: 3 clusters Score -1165754 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1165758.750000 Penalty: 4574.196289
	Iteration 77Q: 3 clusters Score -1165759 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1165761.750000 Penalty: 4574.196289
	Iteration 78Q: 3 clusters Score -1165762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1165769.750000 Penalty: 4574.196289
	Iteration 79Q: 3 clusters Score -1165770 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1165779.250000 Penalty: 4574.196289
	Iteration 80F: 3 clusters Score -1165779 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1165785.875000 Penalty: 4574.196289
	Iteration 81Q: 3 clusters Score -1165786 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1165799.250000 Penalty: 4574.196289
	Iteration 82Q: 3 clusters Score -1165799 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1165812.125000 Penalty: 4574.196289
	Iteration 83Q: 3 clusters Score -1165812 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1165822.625000 Penalty: 4574.196289
	Iteration 84Q: 3 clusters Score -1165823 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1165830.500000 Penalty: 4574.196289
	Iteration 85Q: 3 clusters Score -1165830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1165839.250000 Penalty: 4574.196289
	Iteration 86Q: 3 clusters Score -1165839 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1165843.375000 Penalty: 4574.196289
	Iteration 87Q: 3 clusters Score -1165843 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1165851.125000 Penalty: 4574.196289
	Iteration 88Q: 3 clusters Score -1165851 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1165855.375000 Penalty: 4574.196289
	Iteration 89Q: 3 clusters Score -1165855 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1165861.000000 Penalty: 4574.196289
	Iteration 90Q: 3 clusters Score -1165861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1165861.875000 Penalty: 4574.196289
	Iteration 91Q: 3 clusters Score -1165862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1165870.125000 Penalty: 4574.196289
	Iteration 92Q: 3 clusters Score -1165870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1165873.625000 Penalty: 4574.196289
	Iteration 93Q: 3 clusters Score -1165874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1165876.250000 Penalty: 4574.196289
	Iteration 94Q: 3 clusters Score -1165876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1165882.875000 Penalty: 4574.196289
	Iteration 95Q: 3 clusters Score -1165883 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1165888.250000 Penalty: 4574.196289
	Iteration 96Q: 3 clusters Score -1165888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1165890.000000 Penalty: 4574.196289
	Iteration 97Q: 3 clusters Score -1165890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1165891.250000 Penalty: 4574.196289
	Iteration 98Q: 3 clusters Score -1165891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1165892.750000 Penalty: 4574.196289
	Iteration 99Q: 3 clusters Score -1165893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1165893.625000 Penalty: 4574.196289
	Iteration 100F: 3 clusters Score -1165894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Entering Unmasked Estep 
Score: -1024502.875000 Penalty: 2258.695557
	Iteration 0F: 2 clusters Score -1024503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1017497.312500 Penalty: 4517.391113
	Iteration 0F: 3 clusters Score -1017497 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1019473.687500 Penalty: 4517.391113
	Iteration 1F: 3 clusters Score -1019474 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1019803.125000 Penalty: 4517.391113
	Iteration 2F: 3 clusters Score -1019803 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1020085.375000 Penalty: 4517.391113
	Iteration 3F: 3 clusters Score -1020085 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1020356.875000 Penalty: 4517.391113
	Iteration 4Q: 3 clusters Score -1020357 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1020627.437500 Penalty: 4517.391113
	Iteration 5Q: 3 clusters Score -1020627 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1020921.125000 Penalty: 4517.391113
	Iteration 6Q: 3 clusters Score -1020921 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1021234.500000 Penalty: 4517.391113
	Iteration 7Q: 3 clusters Score -1021234 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1021616.250000 Penalty: 4517.391113
	Iteration 8F: 3 clusters Score -1021616 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1022088.562500 Penalty: 4517.391113
	Iteration 9F: 3 clusters Score -1022089 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1022645.812500 Penalty: 4517.391113
	Iteration 10F: 3 clusters Score -1022646 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1023239.250000 Penalty: 4517.391113
	Iteration 11F: 3 clusters Score -1023239 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1023661.937500 Penalty: 4517.391113
	Iteration 12F: 3 clusters Score -1023662 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1023908.437500 Penalty: 4517.391113
	Iteration 13Q: 3 clusters Score -1023908 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1024040.437500 Penalty: 4517.391113
	Iteration 14Q: 3 clusters Score -1024040 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1024107.000000 Penalty: 4517.391113
	Iteration 15Q: 3 clusters Score -1024107 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1024136.000000 Penalty: 4517.391113
	Iteration 16Q: 3 clusters Score -1024136 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1024156.000000 Penalty: 4517.391113
	Iteration 17Q: 3 clusters Score -1024156 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1024175.812500 Penalty: 4517.391113
	Iteration 18Q: 3 clusters Score -1024176 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1024195.687500 Penalty: 4517.391113
	Iteration 19Q: 3 clusters Score -1024196 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1024207.000000 Penalty: 4517.391113
	Iteration 20F: 3 clusters Score -1024207 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1024218.437500 Penalty: 4517.391113
	Iteration 21Q: 3 clusters Score -1024218 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1024224.375000 Penalty: 4517.391113
	Iteration 22Q: 3 clusters Score -1024224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1024228.750000 Penalty: 4517.391113
	Iteration 23Q: 3 clusters Score -1024229 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1024235.250000 Penalty: 4517.391113
	Iteration 24Q: 3 clusters Score -1024235 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1024237.000000 Penalty: 4517.391113
	Iteration 25Q: 3 clusters Score -1024237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1024239.875000 Penalty: 4517.391113
	Iteration 26Q: 3 clusters Score -1024240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1024245.437500 Penalty: 4517.391113
	Iteration 27Q: 3 clusters Score -1024245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1024245.937500 Penalty: 4517.391113
	Iteration 28Q: 3 clusters Score -1024246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1024247.250000 Penalty: 4517.391113
	Iteration 29Q: 3 clusters Score -1024247 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1024249.187500 Penalty: 4517.391113
	Iteration 30Q: 3 clusters Score -1024249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1024253.500000 Penalty: 4517.391113
	Iteration 31Q: 3 clusters Score -1024254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1024251.125000 Penalty: 4517.391113
	Iteration 32Q: 3 clusters Score -1024251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1024253.312500 Penalty: 4517.391113
	Iteration 33Q: 3 clusters Score -1024253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1024253.812500 Penalty: 4517.391113
	Iteration 34Q: 3 clusters Score -1024254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1024253.812500 Penalty: 4517.391113
	Iteration 35Q: 3 clusters Score -1024254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1024253.312500 Penalty: 4517.391113
	Iteration 36Q: 3 clusters Score -1024253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1024253.312500 Penalty: 4517.391113
	Iteration 37F: 3 clusters Score -1024253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Entering Unmasked Estep 
Score: -1676842.375000 Penalty: 2381.642090
	Iteration 0F: 2 clusters Score -1676842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1666128.375000 Penalty: 4763.284180
	Iteration 0F: 3 clusters Score -1666128 nChanged 6381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1670105.875000 Penalty: 4763.284180
	Iteration 1F: 3 clusters Score -1670106 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1671175.000000 Penalty: 4763.284180
	Iteration 2F: 3 clusters Score -1671175 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1672578.000000 Penalty: 4763.284180
	Iteration 3F: 3 clusters Score -1672578 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1674181.500000 Penalty: 4763.284180
	Iteration 4F: 3 clusters Score -1674182 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1675288.625000 Penalty: 4763.284180
	Iteration 5F: 3 clusters Score -1675289 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1675928.000000 Penalty: 4763.284180
	Iteration 6F: 3 clusters Score -1675928 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1676225.500000 Penalty: 4763.284180
	Iteration 7Q: 3 clusters Score -1676226 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1676352.875000 Penalty: 4763.284180
	Iteration 8Q: 3 clusters Score -1676353 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1676428.250000 Penalty: 4763.284180
	Iteration 9Q: 3 clusters Score -1676428 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1676460.750000 Penalty: 4763.284180
	Iteration 10Q: 3 clusters Score -1676461 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1676490.000000 Penalty: 4763.284180
	Iteration 11Q: 3 clusters Score -1676490 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1676492.125000 Penalty: 4763.284180
	Iteration 12Q: 3 clusters Score -1676492 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1676496.750000 Penalty: 4763.284180
	Iteration 13Q: 3 clusters Score -1676497 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1676499.750000 Penalty: 4763.284180
	Iteration 14Q: 3 clusters Score -1676500 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1676503.000000 Penalty: 4763.284180
	Iteration 15Q: 3 clusters Score -1676503 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1676507.625000 Penalty: 4763.284180
	Iteration 16Q: 3 clusters Score -1676508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1676509.625000 Penalty: 4763.284180
	Iteration 17Q: 3 clusters Score -1676510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1676508.375000 Penalty: 4763.284180
	Iteration 18Q: 3 clusters Score -1676508 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1676514.375000 Penalty: 4763.284180
	Iteration 19Q: 3 clusters Score -1676514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1676514.875000 Penalty: 4763.284180
	Iteration 20F: 3 clusters Score -1676515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1676518.750000 Penalty: 4763.284180
	Iteration 21Q: 3 clusters Score -1676519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1676516.875000 Penalty: 4763.284180
	Iteration 22Q: 3 clusters Score -1676517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1676520.000000 Penalty: 4763.284180
	Iteration 23Q: 3 clusters Score -1676520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1676519.125000 Penalty: 4763.284180
	Iteration 24Q: 3 clusters Score -1676519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1676526.000000 Penalty: 4763.284180
	Iteration 25Q: 3 clusters Score -1676526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1676527.125000 Penalty: 4763.284180
	Iteration 26Q: 3 clusters Score -1676527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1676526.375000 Penalty: 4763.284180
	Iteration 27Q: 3 clusters Score -1676526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1676527.000000 Penalty: 4763.284180
	Iteration 28Q: 3 clusters Score -1676527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1676523.250000 Penalty: 4763.284180
	Iteration 29Q: 3 clusters Score -1676523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1676526.500000 Penalty: 4763.284180
	Iteration 30Q: 3 clusters Score -1676526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1676524.375000 Penalty: 4763.284180
	Iteration 31Q: 3 clusters Score -1676524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1676524.000000 Penalty: 4763.284180
	Iteration 32Q: 3 clusters Score -1676524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1676527.875000 Penalty: 4763.284180
	Iteration 33Q: 3 clusters Score -1676528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1676526.125000 Penalty: 4763.284180
	Iteration 34Q: 3 clusters Score -1676526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1676528.625000 Penalty: 4763.284180
	Iteration 35Q: 3 clusters Score -1676529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1676524.875000 Penalty: 4763.284180
	Iteration 36Q: 3 clusters Score -1676525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1676521.375000 Penalty: 4763.284180
	Iteration 37Q: 3 clusters Score -1676521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1676520.250000 Penalty: 4763.284180
	Iteration 38Q: 3 clusters Score -1676520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1676521.625000 Penalty: 4763.284180
	Iteration 39Q: 3 clusters Score -1676522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1676524.750000 Penalty: 4763.284180
	Iteration 40F: 3 clusters Score -1676525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1676526.375000 Penalty: 4763.284180
	Iteration 41Q: 3 clusters Score -1676526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1676526.375000 Penalty: 4763.284180
	Iteration 42F: 3 clusters Score -1676526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Entering Unmasked Estep 
Score: -1484203.250000 Penalty: 2334.433105
	Iteration 0F: 2 clusters Score -1484203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1475088.625000 Penalty: 4668.866211
	Iteration 0F: 3 clusters Score -1475089 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1477873.750000 Penalty: 4668.866211
	Iteration 1F: 3 clusters Score -1477874 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1478171.250000 Penalty: 4668.866211
	Iteration 2F: 3 clusters Score -1478171 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1478400.500000 Penalty: 4668.866211
	Iteration 3Q: 3 clusters Score -1478400 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1478546.125000 Penalty: 4668.866211
	Iteration 4Q: 3 clusters Score -1478546 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1478657.500000 Penalty: 4668.866211
	Iteration 5Q: 3 clusters Score -1478658 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1478776.125000 Penalty: 4668.866211
	Iteration 6Q: 3 clusters Score -1478776 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1478909.375000 Penalty: 4668.866211
	Iteration 7Q: 3 clusters Score -1478909 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1479117.000000 Penalty: 4668.866211
	Iteration 8Q: 3 clusters Score -1479117 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1479414.875000 Penalty: 4668.866211
	Iteration 9Q: 3 clusters Score -1479415 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1479851.625000 Penalty: 4668.866211
	Iteration 10Q: 3 clusters Score -1479852 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1480335.125000 Penalty: 4668.866211
	Iteration 11F: 3 clusters Score -1480335 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1480798.125000 Penalty: 4668.866211
	Iteration 12F: 3 clusters Score -1480798 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1481183.375000 Penalty: 4668.866211
	Iteration 13F: 3 clusters Score -1481183 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1481483.625000 Penalty: 4668.866211
	Iteration 14Q: 3 clusters Score -1481484 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1481691.500000 Penalty: 4668.866211
	Iteration 15Q: 3 clusters Score -1481692 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1481822.125000 Penalty: 4668.866211
	Iteration 16Q: 3 clusters Score -1481822 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1481921.625000 Penalty: 4668.866211
	Iteration 17Q: 3 clusters Score -1481922 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1482010.625000 Penalty: 4668.866211
	Iteration 18Q: 3 clusters Score -1482011 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1482083.875000 Penalty: 4668.866211
	Iteration 19Q: 3 clusters Score -1482084 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1482165.500000 Penalty: 4668.866211
	Iteration 20F: 3 clusters Score -1482166 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1482219.375000 Penalty: 4668.866211
	Iteration 21Q: 3 clusters Score -1482219 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1482284.250000 Penalty: 4668.866211
	Iteration 22Q: 3 clusters Score -1482284 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1482342.375000 Penalty: 4668.866211
	Iteration 23Q: 3 clusters Score -1482342 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1482394.875000 Penalty: 4668.866211
	Iteration 24Q: 3 clusters Score -1482395 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1482440.000000 Penalty: 4668.866211
	Iteration 25Q: 3 clusters Score -1482440 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1482469.000000 Penalty: 4668.866211
	Iteration 26Q: 3 clusters Score -1482469 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1482480.125000 Penalty: 4668.866211
	Iteration 27Q: 3 clusters Score -1482480 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1482488.375000 Penalty: 4668.866211
	Iteration 28Q: 3 clusters Score -1482488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1482494.125000 Penalty: 4668.866211
	Iteration 29Q: 3 clusters Score -1482494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1482500.250000 Penalty: 4668.866211
	Iteration 30Q: 3 clusters Score -1482500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1482504.625000 Penalty: 4668.866211
	Iteration 31Q: 3 clusters Score -1482505 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1482509.625000 Penalty: 4668.866211
	Iteration 32Q: 3 clusters Score -1482510 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1482524.625000 Penalty: 4668.866211
	Iteration 33Q: 3 clusters Score -1482525 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1482529.000000 Penalty: 4668.866211
	Iteration 34Q: 3 clusters Score -1482529 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1482533.125000 Penalty: 4668.866211
	Iteration 35Q: 3 clusters Score -1482533 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1482543.250000 Penalty: 4668.866211
	Iteration 36Q: 3 clusters Score -1482543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1482545.250000 Penalty: 4668.866211
	Iteration 37Q: 3 clusters Score -1482545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1482549.625000 Penalty: 4668.866211
	Iteration 38Q: 3 clusters Score -1482550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1482550.500000 Penalty: 4668.866211
	Iteration 39Q: 3 clusters Score -1482550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1482548.750000 Penalty: 4668.866211
	Iteration 40F: 3 clusters Score -1482549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1482552.750000 Penalty: 4668.866211
	Iteration 41Q: 3 clusters Score -1482553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1482558.625000 Penalty: 4668.866211
	Iteration 42Q: 3 clusters Score -1482559 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1482561.375000 Penalty: 4668.866211
	Iteration 43Q: 3 clusters Score -1482561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1482563.750000 Penalty: 4668.866211
	Iteration 44Q: 3 clusters Score -1482564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1482568.125000 Penalty: 4668.866211
	Iteration 45Q: 3 clusters Score -1482568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1482569.625000 Penalty: 4668.866211
	Iteration 46Q: 3 clusters Score -1482570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1482569.750000 Penalty: 4668.866211
	Iteration 47Q: 3 clusters Score -1482570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1482573.250000 Penalty: 4668.866211
	Iteration 48Q: 3 clusters Score -1482573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1482579.500000 Penalty: 4668.866211
	Iteration 49Q: 3 clusters Score -1482580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1482582.875000 Penalty: 4668.866211
	Iteration 50Q: 3 clusters Score -1482583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1482582.125000 Penalty: 4668.866211
	Iteration 51Q: 3 clusters Score -1482582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1482583.500000 Penalty: 4668.866211
	Iteration 52Q: 3 clusters Score -1482584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1482584.750000 Penalty: 4668.866211
	Iteration 53Q: 3 clusters Score -1482585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1482587.125000 Penalty: 4668.866211
	Iteration 54Q: 3 clusters Score -1482587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1482585.250000 Penalty: 4668.866211
	Iteration 55Q: 3 clusters Score -1482585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1482587.875000 Penalty: 4668.866211
	Iteration 56Q: 3 clusters Score -1482588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1482588.625000 Penalty: 4668.866211
	Iteration 57Q: 3 clusters Score -1482589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1482592.000000 Penalty: 4668.866211
	Iteration 58Q: 3 clusters Score -1482592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1482589.500000 Penalty: 4668.866211
	Iteration 59Q: 3 clusters Score -1482590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1482589.875000 Penalty: 4668.866211
	Iteration 60F: 3 clusters Score -1482590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (172709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172709 members 
Entering Unmasked Estep 
Score: -21089086.000000 Penalty: 2990.722168
	Iteration 0F: 2 clusters Score -2.108909e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86405 members 
Mstep: Class 2 contains 86304 members 
Entering Unmasked Estep 
Score: -20973730.000000 Penalty: 5981.444336
	Iteration 0F: 3 clusters Score -2.097373e+07 nChanged 82839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89194 members 
Mstep: Class 2 contains 83515 members 
Entering Unmasked Estep 
Score: -21021996.000000 Penalty: 5981.444336
	Iteration 1F: 3 clusters Score -2.1022e+07 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90745 members 
Mstep: Class 2 contains 81964 members 
Entering Unmasked Estep 
Score: -21022958.000000 Penalty: 5981.444336
	Iteration 2Q: 3 clusters Score -2.102296e+07 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93359 members 
Mstep: Class 2 contains 79350 members 
Entering Unmasked Estep 
Score: -21024206.000000 Penalty: 5981.444336
	Iteration 3Q: 3 clusters Score -2.102421e+07 nChanged 6174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97511 members 
Mstep: Class 2 contains 75198 members 
Entering Unmasked Estep 
Score: -21025896.000000 Penalty: 5981.444336
	Iteration 4Q: 3 clusters Score -2.10259e+07 nChanged 7811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103876 members 
Mstep: Class 2 contains 68833 members 
Entering Unmasked Estep 
Score: -21029088.000000 Penalty: 5981.444336
	Iteration 5Q: 3 clusters Score -2.102909e+07 nChanged 10031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112879 members 
Mstep: Class 2 contains 59830 members 
Entering Unmasked Estep 
Score: -21034664.000000 Penalty: 5981.444336
	Iteration 6F: 3 clusters Score -2.103466e+07 nChanged 12461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124690 members 
Mstep: Class 2 contains 48019 members 
Entering Unmasked Estep 
Score: -21043532.000000 Penalty: 5981.444336
	Iteration 7F: 3 clusters Score -2.104353e+07 nChanged 13956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138296 members 
Mstep: Class 2 contains 34413 members 
Entering Unmasked Estep 
Score: -21055266.000000 Penalty: 5981.444336
	Iteration 8F: 3 clusters Score -2.105527e+07 nChanged 13349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151515 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -21067356.000000 Penalty: 5981.444336
	Iteration 9F: 3 clusters Score -2.106736e+07 nChanged 10221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161702 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -21076914.000000 Penalty: 5981.444336
	Iteration 10F: 3 clusters Score -2.107691e+07 nChanged 6084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167778 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -21082618.000000 Penalty: 5981.444336
	Iteration 11Q: 3 clusters Score -2.108262e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170668 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -21085222.000000 Penalty: 5981.444336
	Iteration 12Q: 3 clusters Score -2.108522e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171719 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -21086058.000000 Penalty: 5981.444336
	Iteration 13Q: 3 clusters Score -2.108606e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172090 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -21086294.000000 Penalty: 5981.444336
	Iteration 14Q: 3 clusters Score -2.108629e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172218 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -21086382.000000 Penalty: 5981.444336
	Iteration 15Q: 3 clusters Score -2.108638e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172271 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -21086446.000000 Penalty: 5981.444336
	Iteration 16Q: 3 clusters Score -2.108645e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172298 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -21086476.000000 Penalty: 5981.444336
	Iteration 17Q: 3 clusters Score -2.108648e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172324 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -21086502.000000 Penalty: 5981.444336
	Iteration 18Q: 3 clusters Score -2.10865e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172341 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -21086522.000000 Penalty: 5981.444336
	Iteration 19Q: 3 clusters Score -2.108652e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172345 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -21086546.000000 Penalty: 5981.444336
	Iteration 20F: 3 clusters Score -2.108655e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172349 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -21086554.000000 Penalty: 5981.444336
	Iteration 21Q: 3 clusters Score -2.108655e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172357 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -21086552.000000 Penalty: 5981.444336
	Iteration 22Q: 3 clusters Score -2.108655e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172358 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -21086554.000000 Penalty: 5981.444336
	Iteration 23Q: 3 clusters Score -2.108655e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172365 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -21086554.000000 Penalty: 5981.444336
	Iteration 24Q: 3 clusters Score -2.108655e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172370 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -21086568.000000 Penalty: 5981.444336
	Iteration 25Q: 3 clusters Score -2.108657e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172371 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -21086572.000000 Penalty: 5981.444336
	Iteration 26Q: 3 clusters Score -2.108657e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172371 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -21086572.000000 Penalty: 5981.444336
	Iteration 27F: 3 clusters Score -2.108657e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (29338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29338 members 
Entering Unmasked Estep 
Score: -3322257.500000 Penalty: 2551.086426
	Iteration 0F: 2 clusters Score -3322258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -3302141.000000 Penalty: 5102.172852
	Iteration 0F: 3 clusters Score -3302141 nChanged 13209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -3309353.250000 Penalty: 5102.172852
	Iteration 1F: 3 clusters Score -3309353 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -3309908.750000 Penalty: 5102.172852
	Iteration 2F: 3 clusters Score -3309909 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -3310455.000000 Penalty: 5102.172852
	Iteration 3Q: 3 clusters Score -3310455 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -3310942.500000 Penalty: 5102.172852
	Iteration 4Q: 3 clusters Score -3310942 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -3311357.250000 Penalty: 5102.172852
	Iteration 5Q: 3 clusters Score -3311357 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -3311719.500000 Penalty: 5102.172852
	Iteration 6Q: 3 clusters Score -3311720 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -3312053.750000 Penalty: 5102.172852
	Iteration 7Q: 3 clusters Score -3312054 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -3312339.750000 Penalty: 5102.172852
	Iteration 8Q: 3 clusters Score -3312340 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -3312601.500000 Penalty: 5102.172852
	Iteration 9Q: 3 clusters Score -3312602 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -3312857.000000 Penalty: 5102.172852
	Iteration 10Q: 3 clusters Score -3312857 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -3313126.750000 Penalty: 5102.172852
	Iteration 11Q: 3 clusters Score -3313127 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -3313449.000000 Penalty: 5102.172852
	Iteration 12Q: 3 clusters Score -3313449 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -3313876.750000 Penalty: 5102.172852
	Iteration 13Q: 3 clusters Score -3313877 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -3314447.500000 Penalty: 5102.172852
	Iteration 14Q: 3 clusters Score -3314448 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -3315124.000000 Penalty: 5102.172852
	Iteration 15Q: 3 clusters Score -3315124 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -3315846.250000 Penalty: 5102.172852
	Iteration 16Q: 3 clusters Score -3315846 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -3316485.000000 Penalty: 5102.172852
	Iteration 17Q: 3 clusters Score -3316485 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -3317007.750000 Penalty: 5102.172852
	Iteration 18Q: 3 clusters Score -3317008 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -3317371.750000 Penalty: 5102.172852
	Iteration 19Q: 3 clusters Score -3317372 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -3317595.250000 Penalty: 5102.172852
	Iteration 20F: 3 clusters Score -3317595 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -3317780.500000 Penalty: 5102.172852
	Iteration 21Q: 3 clusters Score -3317780 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -3317921.000000 Penalty: 5102.172852
	Iteration 22Q: 3 clusters Score -3317921 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -3318008.250000 Penalty: 5102.172852
	Iteration 23Q: 3 clusters Score -3318008 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -3318071.500000 Penalty: 5102.172852
	Iteration 24Q: 3 clusters Score -3318072 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -3318089.750000 Penalty: 5102.172852
	Iteration 25Q: 3 clusters Score -3318090 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -3318103.250000 Penalty: 5102.172852
	Iteration 26Q: 3 clusters Score -3318103 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -3318131.000000 Penalty: 5102.172852
	Iteration 27Q: 3 clusters Score -3318131 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -3318150.250000 Penalty: 5102.172852
	Iteration 28Q: 3 clusters Score -3318150 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -3318153.000000 Penalty: 5102.172852
	Iteration 29Q: 3 clusters Score -3318153 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -3318178.000000 Penalty: 5102.172852
	Iteration 30Q: 3 clusters Score -3318178 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -3318176.750000 Penalty: 5102.172852
	Iteration 31Q: 3 clusters Score -3318177 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -3318198.000000 Penalty: 5102.172852
	Iteration 32Q: 3 clusters Score -3318198 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -3318192.000000 Penalty: 5102.172852
	Iteration 33Q: 3 clusters Score -3318192 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -3318200.750000 Penalty: 5102.172852
	Iteration 34Q: 3 clusters Score -3318201 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -3318210.750000 Penalty: 5102.172852
	Iteration 35Q: 3 clusters Score -3318211 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -3318217.000000 Penalty: 5102.172852
	Iteration 36Q: 3 clusters Score -3318217 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -3318229.000000 Penalty: 5102.172852
	Iteration 37Q: 3 clusters Score -3318229 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -3318250.250000 Penalty: 5102.172852
	Iteration 38Q: 3 clusters Score -3318250 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -3318255.500000 Penalty: 5102.172852
	Iteration 39Q: 3 clusters Score -3318256 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -3318259.750000 Penalty: 5102.172852
	Iteration 40F: 3 clusters Score -3318260 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -3318288.250000 Penalty: 5102.172852
	Iteration 41Q: 3 clusters Score -3318288 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -3318300.500000 Penalty: 5102.172852
	Iteration 42Q: 3 clusters Score -3318300 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -3318329.000000 Penalty: 5102.172852
	Iteration 43Q: 3 clusters Score -3318329 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -3318352.750000 Penalty: 5102.172852
	Iteration 44Q: 3 clusters Score -3318353 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -3318373.250000 Penalty: 5102.172852
	Iteration 45Q: 3 clusters Score -3318373 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -3318389.750000 Penalty: 5102.172852
	Iteration 46Q: 3 clusters Score -3318390 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -3318425.250000 Penalty: 5102.172852
	Iteration 47Q: 3 clusters Score -3318425 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -3318458.000000 Penalty: 5102.172852
	Iteration 48Q: 3 clusters Score -3318458 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -3318484.500000 Penalty: 5102.172852
	Iteration 49Q: 3 clusters Score -3318484 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -3318520.250000 Penalty: 5102.172852
	Iteration 50Q: 3 clusters Score -3318520 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -3318529.750000 Penalty: 5102.172852
	Iteration 51Q: 3 clusters Score -3318530 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -3318554.750000 Penalty: 5102.172852
	Iteration 52Q: 3 clusters Score -3318555 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -3318606.750000 Penalty: 5102.172852
	Iteration 53Q: 3 clusters Score -3318607 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -3318646.750000 Penalty: 5102.172852
	Iteration 54Q: 3 clusters Score -3318647 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -3318704.000000 Penalty: 5102.172852
	Iteration 55Q: 3 clusters Score -3318704 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -3318780.500000 Penalty: 5102.172852
	Iteration 56Q: 3 clusters Score -3318780 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -3318877.250000 Penalty: 5102.172852
	Iteration 57Q: 3 clusters Score -3318877 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -3318988.750000 Penalty: 5102.172852
	Iteration 58Q: 3 clusters Score -3318989 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -3319056.500000 Penalty: 5102.172852
	Iteration 59Q: 3 clusters Score -3319056 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -3319125.500000 Penalty: 5102.172852
	Iteration 60F: 3 clusters Score -3319126 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -3319193.000000 Penalty: 5102.172852
	Iteration 61Q: 3 clusters Score -3319193 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -3319253.000000 Penalty: 5102.172852
	Iteration 62Q: 3 clusters Score -3319253 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -3319300.750000 Penalty: 5102.172852
	Iteration 63Q: 3 clusters Score -3319301 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -3319345.500000 Penalty: 5102.172852
	Iteration 64Q: 3 clusters Score -3319346 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -3319394.250000 Penalty: 5102.172852
	Iteration 65Q: 3 clusters Score -3319394 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -3319430.500000 Penalty: 5102.172852
	Iteration 66Q: 3 clusters Score -3319430 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -3319449.250000 Penalty: 5102.172852
	Iteration 67Q: 3 clusters Score -3319449 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -3319506.250000 Penalty: 5102.172852
	Iteration 68Q: 3 clusters Score -3319506 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -3319549.000000 Penalty: 5102.172852
	Iteration 69Q: 3 clusters Score -3319549 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -3319592.500000 Penalty: 5102.172852
	Iteration 70Q: 3 clusters Score -3319592 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -3319636.250000 Penalty: 5102.172852
	Iteration 71Q: 3 clusters Score -3319636 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -3319676.500000 Penalty: 5102.172852
	Iteration 72Q: 3 clusters Score -3319676 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -3319735.250000 Penalty: 5102.172852
	Iteration 73Q: 3 clusters Score -3319735 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -3319788.750000 Penalty: 5102.172852
	Iteration 74Q: 3 clusters Score -3319789 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -3319832.250000 Penalty: 5102.172852
	Iteration 75Q: 3 clusters Score -3319832 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -3319878.250000 Penalty: 5102.172852
	Iteration 76Q: 3 clusters Score -3319878 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -3319957.000000 Penalty: 5102.172852
	Iteration 77Q: 3 clusters Score -3319957 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -3320079.250000 Penalty: 5102.172852
	Iteration 78Q: 3 clusters Score -3320079 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -3320211.250000 Penalty: 5102.172852
	Iteration 79Q: 3 clusters Score -3320211 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -3320361.500000 Penalty: 5102.172852
	Iteration 80F: 3 clusters Score -3320362 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -3320491.000000 Penalty: 5102.172852
	Iteration 81Q: 3 clusters Score -3320491 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -3320598.750000 Penalty: 5102.172852
	Iteration 82Q: 3 clusters Score -3320599 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -3320672.250000 Penalty: 5102.172852
	Iteration 83Q: 3 clusters Score -3320672 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -3320720.750000 Penalty: 5102.172852
	Iteration 84Q: 3 clusters Score -3320721 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -3320760.750000 Penalty: 5102.172852
	Iteration 85Q: 3 clusters Score -3320761 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -3320793.250000 Penalty: 5102.172852
	Iteration 86Q: 3 clusters Score -3320793 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -3320810.000000 Penalty: 5102.172852
	Iteration 87Q: 3 clusters Score -3320810 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -3320831.750000 Penalty: 5102.172852
	Iteration 88Q: 3 clusters Score -3320832 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -3320850.000000 Penalty: 5102.172852
	Iteration 89Q: 3 clusters Score -3320850 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -3320858.000000 Penalty: 5102.172852
	Iteration 90Q: 3 clusters Score -3320858 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -3320869.500000 Penalty: 5102.172852
	Iteration 91Q: 3 clusters Score -3320870 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -3320877.750000 Penalty: 5102.172852
	Iteration 92Q: 3 clusters Score -3320878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -3320885.750000 Penalty: 5102.172852
	Iteration 93Q: 3 clusters Score -3320886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -3320889.500000 Penalty: 5102.172852
	Iteration 94Q: 3 clusters Score -3320890 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27162 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -3320893.000000 Penalty: 5102.172852
	Iteration 95Q: 3 clusters Score -3320893 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3320899.500000 Penalty: 5102.172852
	Iteration 96Q: 3 clusters Score -3320900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -3320896.500000 Penalty: 5102.172852
	Iteration 97Q: 3 clusters Score -3320896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -3320904.500000 Penalty: 5102.172852
	Iteration 98Q: 3 clusters Score -3320904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -3320907.500000 Penalty: 5102.172852
	Iteration 99Q: 3 clusters Score -3320908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -3320910.250000 Penalty: 5102.172852
	Iteration 100F: 3 clusters Score -3320910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -3320908.250000 Penalty: 5102.172852
	Iteration 101Q: 3 clusters Score -3320908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -3320914.750000 Penalty: 5102.172852
	Iteration 102Q: 3 clusters Score -3320915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -3320919.000000 Penalty: 5102.172852
	Iteration 103Q: 3 clusters Score -3320919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -3320924.000000 Penalty: 5102.172852
	Iteration 104Q: 3 clusters Score -3320924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -3320927.500000 Penalty: 5102.172852
	Iteration 105Q: 3 clusters Score -3320928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27269 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -3320927.000000 Penalty: 5102.172852
	Iteration 106Q: 3 clusters Score -3320927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27269 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -3320927.000000 Penalty: 5102.172852
	Iteration 107F: 3 clusters Score -3320927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (29252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Entering Unmasked Estep 
Score: -3486513.500000 Penalty: 2550.358398
	Iteration 0F: 2 clusters Score -3486514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -3466420.500000 Penalty: 5100.716797
	Iteration 0F: 3 clusters Score -3466420 nChanged 13173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -3473599.500000 Penalty: 5100.716797
	Iteration 1F: 3 clusters Score -3473600 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -3474336.250000 Penalty: 5100.716797
	Iteration 2F: 3 clusters Score -3474336 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -3475056.000000 Penalty: 5100.716797
	Iteration 3F: 3 clusters Score -3475056 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -3475739.250000 Penalty: 5100.716797
	Iteration 4F: 3 clusters Score -3475739 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -3476463.000000 Penalty: 5100.716797
	Iteration 5Q: 3 clusters Score -3476463 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -3477133.750000 Penalty: 5100.716797
	Iteration 6Q: 3 clusters Score -3477134 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -3477769.000000 Penalty: 5100.716797
	Iteration 7Q: 3 clusters Score -3477769 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -3478365.500000 Penalty: 5100.716797
	Iteration 8Q: 3 clusters Score -3478366 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -3479046.750000 Penalty: 5100.716797
	Iteration 9Q: 3 clusters Score -3479047 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -3479728.000000 Penalty: 5100.716797
	Iteration 10Q: 3 clusters Score -3479728 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -3480319.250000 Penalty: 5100.716797
	Iteration 11Q: 3 clusters Score -3480319 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -3480841.000000 Penalty: 5100.716797
	Iteration 12Q: 3 clusters Score -3480841 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -3481276.000000 Penalty: 5100.716797
	Iteration 13Q: 3 clusters Score -3481276 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -3481602.750000 Penalty: 5100.716797
	Iteration 14Q: 3 clusters Score -3481603 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -3481882.750000 Penalty: 5100.716797
	Iteration 15Q: 3 clusters Score -3481883 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -3482089.500000 Penalty: 5100.716797
	Iteration 16Q: 3 clusters Score -3482090 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -3482346.500000 Penalty: 5100.716797
	Iteration 17Q: 3 clusters Score -3482346 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -3482616.250000 Penalty: 5100.716797
	Iteration 18Q: 3 clusters Score -3482616 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -3482918.000000 Penalty: 5100.716797
	Iteration 19Q: 3 clusters Score -3482918 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -3483258.250000 Penalty: 5100.716797
	Iteration 20F: 3 clusters Score -3483258 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -3483574.500000 Penalty: 5100.716797
	Iteration 21Q: 3 clusters Score -3483574 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -3483802.000000 Penalty: 5100.716797
	Iteration 22Q: 3 clusters Score -3483802 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -3484003.250000 Penalty: 5100.716797
	Iteration 23Q: 3 clusters Score -3484003 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -3484143.000000 Penalty: 5100.716797
	Iteration 24Q: 3 clusters Score -3484143 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -3484275.750000 Penalty: 5100.716797
	Iteration 25Q: 3 clusters Score -3484276 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -3484370.000000 Penalty: 5100.716797
	Iteration 26Q: 3 clusters Score -3484370 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -3484439.750000 Penalty: 5100.716797
	Iteration 27Q: 3 clusters Score -3484440 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -3484508.500000 Penalty: 5100.716797
	Iteration 28Q: 3 clusters Score -3484508 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -3484575.750000 Penalty: 5100.716797
	Iteration 29Q: 3 clusters Score -3484576 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -3484637.750000 Penalty: 5100.716797
	Iteration 30Q: 3 clusters Score -3484638 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -3484693.250000 Penalty: 5100.716797
	Iteration 31Q: 3 clusters Score -3484693 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -3484736.750000 Penalty: 5100.716797
	Iteration 32Q: 3 clusters Score -3484737 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -3484795.500000 Penalty: 5100.716797
	Iteration 33Q: 3 clusters Score -3484796 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -3484844.500000 Penalty: 5100.716797
	Iteration 34Q: 3 clusters Score -3484844 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -3484884.250000 Penalty: 5100.716797
	Iteration 35Q: 3 clusters Score -3484884 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -3484923.500000 Penalty: 5100.716797
	Iteration 36Q: 3 clusters Score -3484924 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -3484966.750000 Penalty: 5100.716797
	Iteration 37Q: 3 clusters Score -3484967 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -3484994.000000 Penalty: 5100.716797
	Iteration 38Q: 3 clusters Score -3484994 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -3485007.000000 Penalty: 5100.716797
	Iteration 39Q: 3 clusters Score -3485007 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -3485025.250000 Penalty: 5100.716797
	Iteration 40F: 3 clusters Score -3485025 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -3485031.500000 Penalty: 5100.716797
	Iteration 41Q: 3 clusters Score -3485032 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -3485037.250000 Penalty: 5100.716797
	Iteration 42Q: 3 clusters Score -3485037 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -3485055.250000 Penalty: 5100.716797
	Iteration 43Q: 3 clusters Score -3485055 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -3485062.750000 Penalty: 5100.716797
	Iteration 44Q: 3 clusters Score -3485063 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -3485077.750000 Penalty: 5100.716797
	Iteration 45Q: 3 clusters Score -3485078 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -3485072.250000 Penalty: 5100.716797
	Iteration 46Q: 3 clusters Score -3485072 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -3485090.000000 Penalty: 5100.716797
	Iteration 47Q: 3 clusters Score -3485090 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -3485089.500000 Penalty: 5100.716797
	Iteration 48Q: 3 clusters Score -3485090 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -3485086.750000 Penalty: 5100.716797
	Iteration 49Q: 3 clusters Score -3485087 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -3485095.250000 Penalty: 5100.716797
	Iteration 50Q: 3 clusters Score -3485095 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -3485096.000000 Penalty: 5100.716797
	Iteration 51Q: 3 clusters Score -3485096 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -3485096.250000 Penalty: 5100.716797
	Iteration 52Q: 3 clusters Score -3485096 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -3485106.750000 Penalty: 5100.716797
	Iteration 53Q: 3 clusters Score -3485107 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -3485105.750000 Penalty: 5100.716797
	Iteration 54Q: 3 clusters Score -3485106 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -3485107.000000 Penalty: 5100.716797
	Iteration 55Q: 3 clusters Score -3485107 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 25406 members 
Entering Unmasked Estep 
Score: -3485108.750000 Penalty: 5100.716797
	Iteration 56Q: 3 clusters Score -3485109 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -3485115.000000 Penalty: 5100.716797
	Iteration 57Q: 3 clusters Score -3485115 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -3485116.250000 Penalty: 5100.716797
	Iteration 58Q: 3 clusters Score -3485116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -3485119.250000 Penalty: 5100.716797
	Iteration 59Q: 3 clusters Score -3485119 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -3485124.250000 Penalty: 5100.716797
	Iteration 60F: 3 clusters Score -3485124 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -3485128.000000 Penalty: 5100.716797
	Iteration 61Q: 3 clusters Score -3485128 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -3485124.500000 Penalty: 5100.716797
	Iteration 62Q: 3 clusters Score -3485124 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -3485127.000000 Penalty: 5100.716797
	Iteration 63Q: 3 clusters Score -3485127 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -3485140.000000 Penalty: 5100.716797
	Iteration 64Q: 3 clusters Score -3485140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -3485141.000000 Penalty: 5100.716797
	Iteration 65Q: 3 clusters Score -3485141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -3485137.500000 Penalty: 5100.716797
	Iteration 66Q: 3 clusters Score -3485138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -3485143.000000 Penalty: 5100.716797
	Iteration 67Q: 3 clusters Score -3485143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -3485145.250000 Penalty: 5100.716797
	Iteration 68Q: 3 clusters Score -3485145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -3485142.750000 Penalty: 5100.716797
	Iteration 69Q: 3 clusters Score -3485143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -3485146.750000 Penalty: 5100.716797
	Iteration 70Q: 3 clusters Score -3485147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -3485150.500000 Penalty: 5100.716797
	Iteration 71Q: 3 clusters Score -3485150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -3485147.750000 Penalty: 5100.716797
	Iteration 72Q: 3 clusters Score -3485148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 25647 members 
Entering Unmasked Estep 
Score: -3485147.500000 Penalty: 5100.716797
	Iteration 73Q: 3 clusters Score -3485148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -3485151.500000 Penalty: 5100.716797
	Iteration 74Q: 3 clusters Score -3485152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -3485149.500000 Penalty: 5100.716797
	Iteration 75Q: 3 clusters Score -3485150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -3485148.750000 Penalty: 5100.716797
	Iteration 76Q: 3 clusters Score -3485149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -3485150.750000 Penalty: 5100.716797
	Iteration 77Q: 3 clusters Score -3485151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -3485147.000000 Penalty: 5100.716797
	Iteration 78Q: 3 clusters Score -3485147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -3485150.250000 Penalty: 5100.716797
	Iteration 79Q: 3 clusters Score -3485150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -3485153.000000 Penalty: 5100.716797
	Iteration 80F: 3 clusters Score -3485153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -3485148.250000 Penalty: 5100.716797
	Iteration 81Q: 3 clusters Score -3485148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -3485148.750000 Penalty: 5100.716797
	Iteration 82Q: 3 clusters Score -3485149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -3485150.750000 Penalty: 5100.716797
	Iteration 83Q: 3 clusters Score -3485151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -3485150.500000 Penalty: 5100.716797
	Iteration 84Q: 3 clusters Score -3485150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -3485150.000000 Penalty: 5100.716797
	Iteration 85Q: 3 clusters Score -3485150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -3485148.750000 Penalty: 5100.716797
	Iteration 86Q: 3 clusters Score -3485149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -3485151.750000 Penalty: 5100.716797
	Iteration 87Q: 3 clusters Score -3485152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -3485150.250000 Penalty: 5100.716797
	Iteration 88Q: 3 clusters Score -3485150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -3485150.250000 Penalty: 5100.716797
	Iteration 89F: 3 clusters Score -3485150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (82406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82406 members 
Entering Unmasked Estep 
Score: -10062508.000000 Penalty: 2807.214355
	Iteration 0F: 2 clusters Score -1.006251e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41218 members 
Mstep: Class 2 contains 41188 members 
Entering Unmasked Estep 
Score: -10007466.000000 Penalty: 5614.428711
	Iteration 0F: 3 clusters Score -1.000747e+07 nChanged 38578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 40484 members 
Entering Unmasked Estep 
Score: -10029168.000000 Penalty: 5614.428711
	Iteration 1F: 3 clusters Score -1.002917e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42053 members 
Mstep: Class 2 contains 40353 members 
Entering Unmasked Estep 
Score: -10029791.000000 Penalty: 5614.428711
	Iteration 2Q: 3 clusters Score -1.002979e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42202 members 
Mstep: Class 2 contains 40204 members 
Entering Unmasked Estep 
Score: -10030318.000000 Penalty: 5614.428711
	Iteration 3Q: 3 clusters Score -1.003032e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42402 members 
Mstep: Class 2 contains 40004 members 
Entering Unmasked Estep 
Score: -10030867.000000 Penalty: 5614.428711
	Iteration 4Q: 3 clusters Score -1.003087e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42686 members 
Mstep: Class 2 contains 39720 members 
Entering Unmasked Estep 
Score: -10031506.000000 Penalty: 5614.428711
	Iteration 5Q: 3 clusters Score -1.003151e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43077 members 
Mstep: Class 2 contains 39329 members 
Entering Unmasked Estep 
Score: -10032137.000000 Penalty: 5614.428711
	Iteration 6Q: 3 clusters Score -1.003214e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43661 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -10032892.000000 Penalty: 5614.428711
	Iteration 7Q: 3 clusters Score -1.003289e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44526 members 
Mstep: Class 2 contains 37880 members 
Entering Unmasked Estep 
Score: -10033898.000000 Penalty: 5614.428711
	Iteration 8Q: 3 clusters Score -1.00339e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45812 members 
Mstep: Class 2 contains 36594 members 
Entering Unmasked Estep 
Score: -10035184.000000 Penalty: 5614.428711
	Iteration 9Q: 3 clusters Score -1.003518e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47550 members 
Mstep: Class 2 contains 34856 members 
Entering Unmasked Estep 
Score: -10036885.000000 Penalty: 5614.428711
	Iteration 10Q: 3 clusters Score -1.003688e+07 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49623 members 
Mstep: Class 2 contains 32783 members 
Entering Unmasked Estep 
Score: -10038907.000000 Penalty: 5614.428711
	Iteration 11Q: 3 clusters Score -1.003891e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51945 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -10041358.000000 Penalty: 5614.428711
	Iteration 12Q: 3 clusters Score -1.004136e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54310 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -10043797.000000 Penalty: 5614.428711
	Iteration 13Q: 3 clusters Score -1.00438e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56324 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -10045798.000000 Penalty: 5614.428711
	Iteration 14Q: 3 clusters Score -1.00458e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57960 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -10047161.000000 Penalty: 5614.428711
	Iteration 15Q: 3 clusters Score -1.004716e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59482 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -10048088.000000 Penalty: 5614.428711
	Iteration 16Q: 3 clusters Score -1.004809e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60946 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -10048737.000000 Penalty: 5614.428711
	Iteration 17Q: 3 clusters Score -1.004874e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62468 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -10049402.000000 Penalty: 5614.428711
	Iteration 18Q: 3 clusters Score -1.00494e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64044 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -10050107.000000 Penalty: 5614.428711
	Iteration 19Q: 3 clusters Score -1.005011e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65623 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -10050796.000000 Penalty: 5614.428711
	Iteration 20F: 3 clusters Score -1.00508e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67156 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -10051498.000000 Penalty: 5614.428711
	Iteration 21Q: 3 clusters Score -1.00515e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68666 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -10052211.000000 Penalty: 5614.428711
	Iteration 22Q: 3 clusters Score -1.005221e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70226 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -10053064.000000 Penalty: 5614.428711
	Iteration 23Q: 3 clusters Score -1.005306e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71736 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -10053862.000000 Penalty: 5614.428711
	Iteration 24Q: 3 clusters Score -1.005386e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73212 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -10054702.000000 Penalty: 5614.428711
	Iteration 25Q: 3 clusters Score -1.00547e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74538 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -10055449.000000 Penalty: 5614.428711
	Iteration 26Q: 3 clusters Score -1.005545e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75730 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -10056281.000000 Penalty: 5614.428711
	Iteration 27Q: 3 clusters Score -1.005628e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76789 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -10056927.000000 Penalty: 5614.428711
	Iteration 28Q: 3 clusters Score -1.005693e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77684 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -10057515.000000 Penalty: 5614.428711
	Iteration 29Q: 3 clusters Score -1.005752e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78468 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -10058012.000000 Penalty: 5614.428711
	Iteration 30Q: 3 clusters Score -1.005801e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79072 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -10058386.000000 Penalty: 5614.428711
	Iteration 31Q: 3 clusters Score -1.005839e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79600 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -10058732.000000 Penalty: 5614.428711
	Iteration 32Q: 3 clusters Score -1.005873e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80040 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -10058977.000000 Penalty: 5614.428711
	Iteration 33Q: 3 clusters Score -1.005898e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80381 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -10059201.000000 Penalty: 5614.428711
	Iteration 34Q: 3 clusters Score -1.00592e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80656 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -10059395.000000 Penalty: 5614.428711
	Iteration 35Q: 3 clusters Score -1.00594e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80884 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -10059491.000000 Penalty: 5614.428711
	Iteration 36Q: 3 clusters Score -1.005949e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81085 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -10059611.000000 Penalty: 5614.428711
	Iteration 37Q: 3 clusters Score -1.005961e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81236 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -10059697.000000 Penalty: 5614.428711
	Iteration 38Q: 3 clusters Score -1.00597e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81359 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -10059742.000000 Penalty: 5614.428711
	Iteration 39Q: 3 clusters Score -1.005974e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81446 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -10059817.000000 Penalty: 5614.428711
	Iteration 40F: 3 clusters Score -1.005982e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81515 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -10059853.000000 Penalty: 5614.428711
	Iteration 41Q: 3 clusters Score -1.005985e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81570 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -10059911.000000 Penalty: 5614.428711
	Iteration 42Q: 3 clusters Score -1.005991e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81630 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -10059925.000000 Penalty: 5614.428711
	Iteration 43Q: 3 clusters Score -1.005992e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81677 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -10059961.000000 Penalty: 5614.428711
	Iteration 44Q: 3 clusters Score -1.005996e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81724 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -10059999.000000 Penalty: 5614.428711
	Iteration 45Q: 3 clusters Score -1.006e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81753 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -10059996.000000 Penalty: 5614.428711
	Iteration 46Q: 3 clusters Score -1.006e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81780 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -10059996.000000 Penalty: 5614.428711
	Iteration 47Q: 3 clusters Score -1.006e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81801 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -10060023.000000 Penalty: 5614.428711
	Iteration 48Q: 3 clusters Score -1.006002e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81816 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -10060036.000000 Penalty: 5614.428711
	Iteration 49Q: 3 clusters Score -1.006004e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81827 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -10060057.000000 Penalty: 5614.428711
	Iteration 50Q: 3 clusters Score -1.006006e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81839 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -10060059.000000 Penalty: 5614.428711
	Iteration 51Q: 3 clusters Score -1.006006e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81853 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -10060072.000000 Penalty: 5614.428711
	Iteration 52Q: 3 clusters Score -1.006007e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81866 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -10060081.000000 Penalty: 5614.428711
	Iteration 53Q: 3 clusters Score -1.006008e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81873 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -10060083.000000 Penalty: 5614.428711
	Iteration 54Q: 3 clusters Score -1.006008e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81882 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -10060083.000000 Penalty: 5614.428711
	Iteration 55Q: 3 clusters Score -1.006008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81882 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -10060088.000000 Penalty: 5614.428711
	Iteration 56Q: 3 clusters Score -1.006009e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81886 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -10060092.000000 Penalty: 5614.428711
	Iteration 57Q: 3 clusters Score -1.006009e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81893 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -10060095.000000 Penalty: 5614.428711
	Iteration 58Q: 3 clusters Score -1.00601e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81903 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -10060105.000000 Penalty: 5614.428711
	Iteration 59Q: 3 clusters Score -1.00601e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81908 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -10060111.000000 Penalty: 5614.428711
	Iteration 60F: 3 clusters Score -1.006011e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81911 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -10060106.000000 Penalty: 5614.428711
	Iteration 61Q: 3 clusters Score -1.006011e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81913 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -10060106.000000 Penalty: 5614.428711
	Iteration 62Q: 3 clusters Score -1.006011e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81913 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -10060106.000000 Penalty: 5614.428711
	Iteration 63F: 3 clusters Score -1.006011e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (23887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Entering Unmasked Estep 
Score: -2799735.750000 Penalty: 2500.110352
	Iteration 0F: 2 clusters Score -2799736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -2783301.000000 Penalty: 5000.220703
	Iteration 0F: 3 clusters Score -2783301 nChanged 10601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -2788844.750000 Penalty: 5000.220703
	Iteration 1F: 3 clusters Score -2788845 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -2789223.250000 Penalty: 5000.220703
	Iteration 2Q: 3 clusters Score -2789223 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -2789517.250000 Penalty: 5000.220703
	Iteration 3Q: 3 clusters Score -2789517 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -2789776.750000 Penalty: 5000.220703
	Iteration 4Q: 3 clusters Score -2789777 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -2789981.500000 Penalty: 5000.220703
	Iteration 5Q: 3 clusters Score -2789982 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -2790129.750000 Penalty: 5000.220703
	Iteration 6Q: 3 clusters Score -2790130 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -2790251.750000 Penalty: 5000.220703
	Iteration 7Q: 3 clusters Score -2790252 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -2790393.250000 Penalty: 5000.220703
	Iteration 8Q: 3 clusters Score -2790393 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -2790535.000000 Penalty: 5000.220703
	Iteration 9Q: 3 clusters Score -2790535 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -2790684.250000 Penalty: 5000.220703
	Iteration 10Q: 3 clusters Score -2790684 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -2790852.000000 Penalty: 5000.220703
	Iteration 11Q: 3 clusters Score -2790852 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -2791035.500000 Penalty: 5000.220703
	Iteration 12Q: 3 clusters Score -2791036 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -2791253.750000 Penalty: 5000.220703
	Iteration 13Q: 3 clusters Score -2791254 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -2791509.250000 Penalty: 5000.220703
	Iteration 14Q: 3 clusters Score -2791509 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -2791823.750000 Penalty: 5000.220703
	Iteration 15Q: 3 clusters Score -2791824 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -2792197.250000 Penalty: 5000.220703
	Iteration 16Q: 3 clusters Score -2792197 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -2792686.250000 Penalty: 5000.220703
	Iteration 17Q: 3 clusters Score -2792686 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -2793267.250000 Penalty: 5000.220703
	Iteration 18Q: 3 clusters Score -2793267 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -2793949.750000 Penalty: 5000.220703
	Iteration 19Q: 3 clusters Score -2793950 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -2794628.500000 Penalty: 5000.220703
	Iteration 20F: 3 clusters Score -2794628 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -2795250.000000 Penalty: 5000.220703
	Iteration 21Q: 3 clusters Score -2795250 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -2795739.250000 Penalty: 5000.220703
	Iteration 22Q: 3 clusters Score -2795739 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -2796195.000000 Penalty: 5000.220703
	Iteration 23Q: 3 clusters Score -2796195 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -2796559.250000 Penalty: 5000.220703
	Iteration 24Q: 3 clusters Score -2796559 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -2796816.000000 Penalty: 5000.220703
	Iteration 25Q: 3 clusters Score -2796816 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -2797001.000000 Penalty: 5000.220703
	Iteration 26Q: 3 clusters Score -2797001 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -2797142.750000 Penalty: 5000.220703
	Iteration 27Q: 3 clusters Score -2797143 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -2797241.750000 Penalty: 5000.220703
	Iteration 28Q: 3 clusters Score -2797242 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -2797309.500000 Penalty: 5000.220703
	Iteration 29Q: 3 clusters Score -2797310 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -2797355.250000 Penalty: 5000.220703
	Iteration 30Q: 3 clusters Score -2797355 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -2797393.000000 Penalty: 5000.220703
	Iteration 31Q: 3 clusters Score -2797393 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -2797423.500000 Penalty: 5000.220703
	Iteration 32Q: 3 clusters Score -2797424 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -2797441.000000 Penalty: 5000.220703
	Iteration 33Q: 3 clusters Score -2797441 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -2797455.000000 Penalty: 5000.220703
	Iteration 34Q: 3 clusters Score -2797455 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -2797466.000000 Penalty: 5000.220703
	Iteration 35Q: 3 clusters Score -2797466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -2797485.500000 Penalty: 5000.220703
	Iteration 36Q: 3 clusters Score -2797486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -2797499.750000 Penalty: 5000.220703
	Iteration 37Q: 3 clusters Score -2797500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -2797507.000000 Penalty: 5000.220703
	Iteration 38Q: 3 clusters Score -2797507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -2797511.250000 Penalty: 5000.220703
	Iteration 39Q: 3 clusters Score -2797511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -2797519.250000 Penalty: 5000.220703
	Iteration 40F: 3 clusters Score -2797519 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -2797527.500000 Penalty: 5000.220703
	Iteration 41Q: 3 clusters Score -2797528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -2797539.500000 Penalty: 5000.220703
	Iteration 42Q: 3 clusters Score -2797540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -2797544.750000 Penalty: 5000.220703
	Iteration 43Q: 3 clusters Score -2797545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -2797546.750000 Penalty: 5000.220703
	Iteration 44Q: 3 clusters Score -2797547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -2797553.500000 Penalty: 5000.220703
	Iteration 45Q: 3 clusters Score -2797554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -2797552.500000 Penalty: 5000.220703
	Iteration 46Q: 3 clusters Score -2797552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -2797556.000000 Penalty: 5000.220703
	Iteration 47Q: 3 clusters Score -2797556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -2797556.000000 Penalty: 5000.220703
	Iteration 48Q: 3 clusters Score -2797556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -2797555.500000 Penalty: 5000.220703
	Iteration 49Q: 3 clusters Score -2797556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -2797555.500000 Penalty: 5000.220703
	Iteration 50F: 3 clusters Score -2797556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Entering Unmasked Estep 
Score: -1497052.500000 Penalty: 2356.060791
	Iteration 0F: 2 clusters Score -1497052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1487198.125000 Penalty: 4712.121582
	Iteration 0F: 3 clusters Score -1487198 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1490436.125000 Penalty: 4712.121582
	Iteration 1F: 3 clusters Score -1490436 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1490820.500000 Penalty: 4712.121582
	Iteration 2F: 3 clusters Score -1490820 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1491149.875000 Penalty: 4712.121582
	Iteration 3F: 3 clusters Score -1491150 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1491495.375000 Penalty: 4712.121582
	Iteration 4Q: 3 clusters Score -1491495 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1491874.500000 Penalty: 4712.121582
	Iteration 5Q: 3 clusters Score -1491874 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1492250.250000 Penalty: 4712.121582
	Iteration 6Q: 3 clusters Score -1492250 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1492656.875000 Penalty: 4712.121582
	Iteration 7Q: 3 clusters Score -1492657 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1493080.750000 Penalty: 4712.121582
	Iteration 8Q: 3 clusters Score -1493081 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1493461.125000 Penalty: 4712.121582
	Iteration 9Q: 3 clusters Score -1493461 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1493779.250000 Penalty: 4712.121582
	Iteration 10Q: 3 clusters Score -1493779 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1494045.000000 Penalty: 4712.121582
	Iteration 11Q: 3 clusters Score -1494045 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1494268.625000 Penalty: 4712.121582
	Iteration 12Q: 3 clusters Score -1494269 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1494431.625000 Penalty: 4712.121582
	Iteration 13Q: 3 clusters Score -1494432 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1494572.875000 Penalty: 4712.121582
	Iteration 14Q: 3 clusters Score -1494573 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1494675.125000 Penalty: 4712.121582
	Iteration 15Q: 3 clusters Score -1494675 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1494743.375000 Penalty: 4712.121582
	Iteration 16Q: 3 clusters Score -1494743 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1494810.000000 Penalty: 4712.121582
	Iteration 17Q: 3 clusters Score -1494810 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1494876.000000 Penalty: 4712.121582
	Iteration 18Q: 3 clusters Score -1494876 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1494929.000000 Penalty: 4712.121582
	Iteration 19Q: 3 clusters Score -1494929 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1494989.000000 Penalty: 4712.121582
	Iteration 20F: 3 clusters Score -1494989 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1495042.125000 Penalty: 4712.121582
	Iteration 21Q: 3 clusters Score -1495042 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1495092.125000 Penalty: 4712.121582
	Iteration 22Q: 3 clusters Score -1495092 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1495150.375000 Penalty: 4712.121582
	Iteration 23Q: 3 clusters Score -1495150 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1495200.875000 Penalty: 4712.121582
	Iteration 24Q: 3 clusters Score -1495201 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1495248.000000 Penalty: 4712.121582
	Iteration 25Q: 3 clusters Score -1495248 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1495302.875000 Penalty: 4712.121582
	Iteration 26Q: 3 clusters Score -1495303 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1495345.625000 Penalty: 4712.121582
	Iteration 27Q: 3 clusters Score -1495346 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1495383.000000 Penalty: 4712.121582
	Iteration 28Q: 3 clusters Score -1495383 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1495433.625000 Penalty: 4712.121582
	Iteration 29Q: 3 clusters Score -1495434 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1495481.500000 Penalty: 4712.121582
	Iteration 30Q: 3 clusters Score -1495482 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1495540.250000 Penalty: 4712.121582
	Iteration 31Q: 3 clusters Score -1495540 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1495604.625000 Penalty: 4712.121582
	Iteration 32Q: 3 clusters Score -1495605 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1495660.500000 Penalty: 4712.121582
	Iteration 33Q: 3 clusters Score -1495660 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1495709.750000 Penalty: 4712.121582
	Iteration 34Q: 3 clusters Score -1495710 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1495747.250000 Penalty: 4712.121582
	Iteration 35Q: 3 clusters Score -1495747 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1495799.250000 Penalty: 4712.121582
	Iteration 36Q: 3 clusters Score -1495799 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1495825.625000 Penalty: 4712.121582
	Iteration 37Q: 3 clusters Score -1495826 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1495848.125000 Penalty: 4712.121582
	Iteration 38Q: 3 clusters Score -1495848 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1495864.000000 Penalty: 4712.121582
	Iteration 39Q: 3 clusters Score -1495864 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1495879.125000 Penalty: 4712.121582
	Iteration 40F: 3 clusters Score -1495879 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1495892.375000 Penalty: 4712.121582
	Iteration 41Q: 3 clusters Score -1495892 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1495921.625000 Penalty: 4712.121582
	Iteration 42Q: 3 clusters Score -1495922 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1495952.375000 Penalty: 4712.121582
	Iteration 43Q: 3 clusters Score -1495952 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1495982.375000 Penalty: 4712.121582
	Iteration 44Q: 3 clusters Score -1495982 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1496010.500000 Penalty: 4712.121582
	Iteration 45Q: 3 clusters Score -1496010 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1496033.250000 Penalty: 4712.121582
	Iteration 46Q: 3 clusters Score -1496033 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1496059.125000 Penalty: 4712.121582
	Iteration 47Q: 3 clusters Score -1496059 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1496084.625000 Penalty: 4712.121582
	Iteration 48Q: 3 clusters Score -1496085 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1496103.000000 Penalty: 4712.121582
	Iteration 49Q: 3 clusters Score -1496103 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1496119.750000 Penalty: 4712.121582
	Iteration 50Q: 3 clusters Score -1496120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1496135.250000 Penalty: 4712.121582
	Iteration 51Q: 3 clusters Score -1496135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1496148.500000 Penalty: 4712.121582
	Iteration 52Q: 3 clusters Score -1496148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1496161.875000 Penalty: 4712.121582
	Iteration 53Q: 3 clusters Score -1496162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1496193.250000 Penalty: 4712.121582
	Iteration 54Q: 3 clusters Score -1496193 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1496221.875000 Penalty: 4712.121582
	Iteration 55Q: 3 clusters Score -1496222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1496236.500000 Penalty: 4712.121582
	Iteration 56Q: 3 clusters Score -1496236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1496246.625000 Penalty: 4712.121582
	Iteration 57Q: 3 clusters Score -1496247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1496255.375000 Penalty: 4712.121582
	Iteration 58Q: 3 clusters Score -1496255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1496259.375000 Penalty: 4712.121582
	Iteration 59Q: 3 clusters Score -1496259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1496264.125000 Penalty: 4712.121582
	Iteration 60F: 3 clusters Score -1496264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1496271.625000 Penalty: 4712.121582
	Iteration 61Q: 3 clusters Score -1496272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1496274.125000 Penalty: 4712.121582
	Iteration 62Q: 3 clusters Score -1496274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1496276.500000 Penalty: 4712.121582
	Iteration 63Q: 3 clusters Score -1496276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1496280.750000 Penalty: 4712.121582
	Iteration 64Q: 3 clusters Score -1496281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1496288.875000 Penalty: 4712.121582
	Iteration 65Q: 3 clusters Score -1496289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1496288.625000 Penalty: 4712.121582
	Iteration 66Q: 3 clusters Score -1496289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1496290.750000 Penalty: 4712.121582
	Iteration 67Q: 3 clusters Score -1496291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1496290.875000 Penalty: 4712.121582
	Iteration 68Q: 3 clusters Score -1496291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1496290.875000 Penalty: 4712.121582
	Iteration 69F: 3 clusters Score -1496291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (328951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328951 members 
Entering Unmasked Estep 
Score: -40001992.000000 Penalty: 3150.508545
	Iteration 0F: 2 clusters Score -4.000199e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164206 members 
Mstep: Class 2 contains 164745 members 
Entering Unmasked Estep 
Score: -39815952.000000 Penalty: 6301.017090
	Iteration 0F: 3 clusters Score -3.981595e+07 nChanged 159470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157722 members 
Mstep: Class 2 contains 171229 members 
Entering Unmasked Estep 
Score: -39911820.000000 Penalty: 6301.017090
	Iteration 1F: 3 clusters Score -3.991182e+07 nChanged 9277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153111 members 
Mstep: Class 2 contains 175840 members 
Entering Unmasked Estep 
Score: -39913484.000000 Penalty: 6301.017090
	Iteration 2Q: 3 clusters Score -3.991348e+07 nChanged 11381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145892 members 
Mstep: Class 2 contains 183059 members 
Entering Unmasked Estep 
Score: -39916156.000000 Penalty: 6301.017090
	Iteration 3Q: 3 clusters Score -3.991616e+07 nChanged 14126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135220 members 
Mstep: Class 2 contains 193731 members 
Entering Unmasked Estep 
Score: -39920720.000000 Penalty: 6301.017090
	Iteration 4Q: 3 clusters Score -3.992072e+07 nChanged 17515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120813 members 
Mstep: Class 2 contains 208138 members 
Entering Unmasked Estep 
Score: -39926604.000000 Penalty: 6301.017090
	Iteration 5F: 3 clusters Score -3.99266e+07 nChanged 20114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103483 members 
Mstep: Class 2 contains 225468 members 
Entering Unmasked Estep 
Score: -39934164.000000 Penalty: 6301.017090
	Iteration 6F: 3 clusters Score -3.993416e+07 nChanged 20958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85159 members 
Mstep: Class 2 contains 243792 members 
Entering Unmasked Estep 
Score: -39942624.000000 Penalty: 6301.017090
	Iteration 7F: 3 clusters Score -3.994262e+07 nChanged 19386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67777 members 
Mstep: Class 2 contains 261174 members 
Entering Unmasked Estep 
Score: -39951712.000000 Penalty: 6301.017090
	Iteration 8F: 3 clusters Score -3.995171e+07 nChanged 16745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52628 members 
Mstep: Class 2 contains 276323 members 
Entering Unmasked Estep 
Score: -39960508.000000 Penalty: 6301.017090
	Iteration 9F: 3 clusters Score -3.996051e+07 nChanged 13304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40606 members 
Mstep: Class 2 contains 288345 members 
Entering Unmasked Estep 
Score: -39968060.000000 Penalty: 6301.017090
	Iteration 10Q: 3 clusters Score -3.996806e+07 nChanged 10069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 297298 members 
Entering Unmasked Estep 
Score: -39974172.000000 Penalty: 6301.017090
	Iteration 11Q: 3 clusters Score -3.997417e+07 nChanged 7410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 303456 members 
Entering Unmasked Estep 
Score: -39979256.000000 Penalty: 6301.017090
	Iteration 12Q: 3 clusters Score -3.997926e+07 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 307664 members 
Entering Unmasked Estep 
Score: -39982756.000000 Penalty: 6301.017090
	Iteration 13Q: 3 clusters Score -3.998276e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 310627 members 
Entering Unmasked Estep 
Score: -39985016.000000 Penalty: 6301.017090
	Iteration 14Q: 3 clusters Score -3.998502e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 312903 members 
Entering Unmasked Estep 
Score: -39986764.000000 Penalty: 6301.017090
	Iteration 15Q: 3 clusters Score -3.998676e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 314847 members 
Entering Unmasked Estep 
Score: -39988036.000000 Penalty: 6301.017090
	Iteration 16Q: 3 clusters Score -3.998804e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 316568 members 
Entering Unmasked Estep 
Score: -39989232.000000 Penalty: 6301.017090
	Iteration 17Q: 3 clusters Score -3.998923e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 318114 members 
Entering Unmasked Estep 
Score: -39990308.000000 Penalty: 6301.017090
	Iteration 18Q: 3 clusters Score -3.999031e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 319509 members 
Entering Unmasked Estep 
Score: -39991316.000000 Penalty: 6301.017090
	Iteration 19Q: 3 clusters Score -3.999132e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 320746 members 
Entering Unmasked Estep 
Score: -39992208.000000 Penalty: 6301.017090
	Iteration 20F: 3 clusters Score -3.999221e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 321826 members 
Entering Unmasked Estep 
Score: -39992984.000000 Penalty: 6301.017090
	Iteration 21Q: 3 clusters Score -3.999298e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 322752 members 
Entering Unmasked Estep 
Score: -39993916.000000 Penalty: 6301.017090
	Iteration 22Q: 3 clusters Score -3.999392e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 323548 members 
Entering Unmasked Estep 
Score: -39994584.000000 Penalty: 6301.017090
	Iteration 23Q: 3 clusters Score -3.999458e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 324240 members 
Entering Unmasked Estep 
Score: -39995268.000000 Penalty: 6301.017090
	Iteration 24Q: 3 clusters Score -3.999527e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 324826 members 
Entering Unmasked Estep 
Score: -39995768.000000 Penalty: 6301.017090
	Iteration 25Q: 3 clusters Score -3.999577e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 325325 members 
Entering Unmasked Estep 
Score: -39996172.000000 Penalty: 6301.017090
	Iteration 26Q: 3 clusters Score -3.999617e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 325741 members 
Entering Unmasked Estep 
Score: -39996548.000000 Penalty: 6301.017090
	Iteration 27Q: 3 clusters Score -3.999655e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 326105 members 
Entering Unmasked Estep 
Score: -39996808.000000 Penalty: 6301.017090
	Iteration 28Q: 3 clusters Score -3.999681e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 326392 members 
Entering Unmasked Estep 
Score: -39997100.000000 Penalty: 6301.017090
	Iteration 29Q: 3 clusters Score -3.99971e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 326622 members 
Entering Unmasked Estep 
Score: -39997268.000000 Penalty: 6301.017090
	Iteration 30Q: 3 clusters Score -3.999727e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 326797 members 
Entering Unmasked Estep 
Score: -39997416.000000 Penalty: 6301.017090
	Iteration 31Q: 3 clusters Score -3.999742e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 326946 members 
Entering Unmasked Estep 
Score: -39997528.000000 Penalty: 6301.017090
	Iteration 32Q: 3 clusters Score -3.999753e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 327069 members 
Entering Unmasked Estep 
Score: -39997672.000000 Penalty: 6301.017090
	Iteration 33Q: 3 clusters Score -3.999767e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 327177 members 
Entering Unmasked Estep 
Score: -39997796.000000 Penalty: 6301.017090
	Iteration 34Q: 3 clusters Score -3.99978e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 327266 members 
Entering Unmasked Estep 
Score: -39997876.000000 Penalty: 6301.017090
	Iteration 35Q: 3 clusters Score -3.999788e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 327354 members 
Entering Unmasked Estep 
Score: -39998016.000000 Penalty: 6301.017090
	Iteration 36Q: 3 clusters Score -3.999802e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 327436 members 
Entering Unmasked Estep 
Score: -39998100.000000 Penalty: 6301.017090
	Iteration 37Q: 3 clusters Score -3.99981e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 327508 members 
Entering Unmasked Estep 
Score: -39998192.000000 Penalty: 6301.017090
	Iteration 38Q: 3 clusters Score -3.999819e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 327572 members 
Entering Unmasked Estep 
Score: -39998268.000000 Penalty: 6301.017090
	Iteration 39Q: 3 clusters Score -3.999827e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 327615 members 
Entering Unmasked Estep 
Score: -39998340.000000 Penalty: 6301.017090
	Iteration 40F: 3 clusters Score -3.999834e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 327649 members 
Entering Unmasked Estep 
Score: -39998388.000000 Penalty: 6301.017090
	Iteration 41Q: 3 clusters Score -3.999839e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 327676 members 
Entering Unmasked Estep 
Score: -39998432.000000 Penalty: 6301.017090
	Iteration 42Q: 3 clusters Score -3.999843e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 327693 members 
Entering Unmasked Estep 
Score: -39998452.000000 Penalty: 6301.017090
	Iteration 43Q: 3 clusters Score -3.999845e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 327712 members 
Entering Unmasked Estep 
Score: -39998512.000000 Penalty: 6301.017090
	Iteration 44Q: 3 clusters Score -3.999851e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 327730 members 
Entering Unmasked Estep 
Score: -39998492.000000 Penalty: 6301.017090
	Iteration 45Q: 3 clusters Score -3.999849e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 327744 members 
Entering Unmasked Estep 
Score: -39998492.000000 Penalty: 6301.017090
	Iteration 46Q: 3 clusters Score -3.999849e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 327759 members 
Entering Unmasked Estep 
Score: -39998540.000000 Penalty: 6301.017090
	Iteration 47Q: 3 clusters Score -3.999854e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 327772 members 
Entering Unmasked Estep 
Score: -39998536.000000 Penalty: 6301.017090
	Iteration 48Q: 3 clusters Score -3.999854e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 327785 members 
Entering Unmasked Estep 
Score: -39998536.000000 Penalty: 6301.017090
	Iteration 49Q: 3 clusters Score -3.999854e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 327793 members 
Entering Unmasked Estep 
Score: -39998544.000000 Penalty: 6301.017090
	Iteration 50Q: 3 clusters Score -3.999854e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 327802 members 
Entering Unmasked Estep 
Score: -39998548.000000 Penalty: 6301.017090
	Iteration 51Q: 3 clusters Score -3.999855e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 327809 members 
Entering Unmasked Estep 
Score: -39998540.000000 Penalty: 6301.017090
	Iteration 52Q: 3 clusters Score -3.999854e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 327820 members 
Entering Unmasked Estep 
Score: -39998608.000000 Penalty: 6301.017090
	Iteration 53Q: 3 clusters Score -3.999861e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 327826 members 
Entering Unmasked Estep 
Score: -39998592.000000 Penalty: 6301.017090
	Iteration 54Q: 3 clusters Score -3.999859e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 327832 members 
Entering Unmasked Estep 
Score: -39998600.000000 Penalty: 6301.017090
	Iteration 55Q: 3 clusters Score -3.99986e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 327841 members 
Entering Unmasked Estep 
Score: -39998592.000000 Penalty: 6301.017090
	Iteration 56Q: 3 clusters Score -3.999859e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 327848 members 
Entering Unmasked Estep 
Score: -39998636.000000 Penalty: 6301.017090
	Iteration 57Q: 3 clusters Score -3.999864e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 327852 members 
Entering Unmasked Estep 
Score: -39998632.000000 Penalty: 6301.017090
	Iteration 58Q: 3 clusters Score -3.999863e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 327864 members 
Entering Unmasked Estep 
Score: -39998656.000000 Penalty: 6301.017090
	Iteration 59Q: 3 clusters Score -3.999866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 327869 members 
Entering Unmasked Estep 
Score: -39998668.000000 Penalty: 6301.017090
	Iteration 60F: 3 clusters Score -3.999867e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 327871 members 
Entering Unmasked Estep 
Score: -39998660.000000 Penalty: 6301.017090
	Iteration 61Q: 3 clusters Score -3.999866e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 327876 members 
Entering Unmasked Estep 
Score: -39998672.000000 Penalty: 6301.017090
	Iteration 62Q: 3 clusters Score -3.999867e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 327877 members 
Entering Unmasked Estep 
Score: -39998672.000000 Penalty: 6301.017090
	Iteration 63Q: 3 clusters Score -3.999867e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 327877 members 
Entering Unmasked Estep 
Score: -39998672.000000 Penalty: 6301.017090
	Iteration 64F: 3 clusters Score -3.999867e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (196537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196537 members 
Entering Unmasked Estep 
Score: -24313148.000000 Penalty: 3022.774414
	Iteration 0F: 2 clusters Score -2.431315e+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 98358 members 
Entering Unmasked Estep 
Score: -24183650.000000 Penalty: 6045.548828
	Iteration 0F: 3 clusters Score -2.418365e+07 nChanged 94859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95396 members 
Mstep: Class 2 contains 101141 members 
Entering Unmasked Estep 
Score: -24239002.000000 Penalty: 6045.548828
	Iteration 1F: 3 clusters Score -2.4239e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94039 members 
Mstep: Class 2 contains 102498 members 
Entering Unmasked Estep 
Score: -24239882.000000 Penalty: 6045.548828
	Iteration 2Q: 3 clusters Score -2.423988e+07 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91904 members 
Mstep: Class 2 contains 104633 members 
Entering Unmasked Estep 
Score: -24240884.000000 Penalty: 6045.548828
	Iteration 3Q: 3 clusters Score -2.424088e+07 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88615 members 
Mstep: Class 2 contains 107922 members 
Entering Unmasked Estep 
Score: -24242422.000000 Penalty: 6045.548828
	Iteration 4Q: 3 clusters Score -2.424242e+07 nChanged 6677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83498 members 
Mstep: Class 2 contains 113039 members 
Entering Unmasked Estep 
Score: -24244926.000000 Penalty: 6045.548828
	Iteration 5Q: 3 clusters Score -2.424493e+07 nChanged 8596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75954 members 
Mstep: Class 2 contains 120583 members 
Entering Unmasked Estep 
Score: -24248870.000000 Penalty: 6045.548828
	Iteration 6Q: 3 clusters Score -2.424887e+07 nChanged 11284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65200 members 
Mstep: Class 2 contains 131337 members 
Entering Unmasked Estep 
Score: -24255404.000000 Penalty: 6045.548828
	Iteration 7F: 3 clusters Score -2.42554e+07 nChanged 14395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51035 members 
Mstep: Class 2 contains 145502 members 
Entering Unmasked Estep 
Score: -24266464.000000 Penalty: 6045.548828
	Iteration 8F: 3 clusters Score -2.426646e+07 nChanged 16214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 161676 members 
Entering Unmasked Estep 
Score: -24280750.000000 Penalty: 6045.548828
	Iteration 9F: 3 clusters Score -2.428075e+07 nChanged 14599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 176265 members 
Entering Unmasked Estep 
Score: -24294222.000000 Penalty: 6045.548828
	Iteration 10F: 3 clusters Score -2.429422e+07 nChanged 9983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 186246 members 
Entering Unmasked Estep 
Score: -24302978.000000 Penalty: 6045.548828
	Iteration 11F: 3 clusters Score -2.430298e+07 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 191442 members 
Entering Unmasked Estep 
Score: -24307258.000000 Penalty: 6045.548828
	Iteration 12Q: 3 clusters Score -2.430726e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 193830 members 
Entering Unmasked Estep 
Score: -24309254.000000 Penalty: 6045.548828
	Iteration 13Q: 3 clusters Score -2.430925e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 194765 members 
Entering Unmasked Estep 
Score: -24310078.000000 Penalty: 6045.548828
	Iteration 14Q: 3 clusters Score -2.431008e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 195147 members 
Entering Unmasked Estep 
Score: -24310396.000000 Penalty: 6045.548828
	Iteration 15Q: 3 clusters Score -2.43104e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 195343 members 
Entering Unmasked Estep 
Score: -24310514.000000 Penalty: 6045.548828
	Iteration 16Q: 3 clusters Score -2.431051e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 195456 members 
Entering Unmasked Estep 
Score: -24310586.000000 Penalty: 6045.548828
	Iteration 17Q: 3 clusters Score -2.431059e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 195538 members 
Entering Unmasked Estep 
Score: -24310692.000000 Penalty: 6045.548828
	Iteration 18Q: 3 clusters Score -2.431069e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 195594 members 
Entering Unmasked Estep 
Score: -24310714.000000 Penalty: 6045.548828
	Iteration 19Q: 3 clusters Score -2.431071e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 195630 members 
Entering Unmasked Estep 
Score: -24310762.000000 Penalty: 6045.548828
	Iteration 20F: 3 clusters Score -2.431076e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 195655 members 
Entering Unmasked Estep 
Score: -24310772.000000 Penalty: 6045.548828
	Iteration 21Q: 3 clusters Score -2.431077e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 195682 members 
Entering Unmasked Estep 
Score: -24310778.000000 Penalty: 6045.548828
	Iteration 22Q: 3 clusters Score -2.431078e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 195712 members 
Entering Unmasked Estep 
Score: -24310810.000000 Penalty: 6045.548828
	Iteration 23Q: 3 clusters Score -2.431081e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 195727 members 
Entering Unmasked Estep 
Score: -24310808.000000 Penalty: 6045.548828
	Iteration 24Q: 3 clusters Score -2.431081e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 195735 members 
Entering Unmasked Estep 
Score: -24310818.000000 Penalty: 6045.548828
	Iteration 25Q: 3 clusters Score -2.431082e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 195740 members 
Entering Unmasked Estep 
Score: -24310830.000000 Penalty: 6045.548828
	Iteration 26Q: 3 clusters Score -2.431083e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 195743 members 
Entering Unmasked Estep 
Score: -24310830.000000 Penalty: 6045.548828
	Iteration 27Q: 3 clusters Score -2.431083e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 195751 members 
Entering Unmasked Estep 
Score: -24310820.000000 Penalty: 6045.548828
	Iteration 28Q: 3 clusters Score -2.431082e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 195753 members 
Entering Unmasked Estep 
Score: -24310788.000000 Penalty: 6045.548828
	Iteration 29Q: 3 clusters Score -2.431079e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 195755 members 
Entering Unmasked Estep 
Score: -24310808.000000 Penalty: 6045.548828
	Iteration 30Q: 3 clusters Score -2.431081e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 195756 members 
Entering Unmasked Estep 
Score: -24310814.000000 Penalty: 6045.548828
	Iteration 31Q: 3 clusters Score -2.431081e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 195755 members 
Entering Unmasked Estep 
Score: -24310822.000000 Penalty: 6045.548828
	Iteration 32Q: 3 clusters Score -2.431082e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 195755 members 
Entering Unmasked Estep 
Score: -24310822.000000 Penalty: 6045.548828
	Iteration 33F: 3 clusters Score -2.431082e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Entering Unmasked Estep 
Score: -100040.953125 Penalty: 1716.326538
	Iteration 0F: 2 clusters Score -100041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -98193.523438 Penalty: 3432.653076
	Iteration 0F: 3 clusters Score -98193.52 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -98699.335938 Penalty: 3432.653076
	Iteration 1F: 3 clusters Score -98699.34 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -98927.242188 Penalty: 3432.653076
	Iteration 2F: 3 clusters Score -98927.24 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -99048.617188 Penalty: 3432.653076
	Iteration 3F: 3 clusters Score -99048.62 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -99104.890625 Penalty: 3432.653076
	Iteration 4Q: 3 clusters Score -99104.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -99131.726562 Penalty: 3432.653076
	Iteration 5Q: 3 clusters Score -99131.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -99167.679688 Penalty: 3432.653076
	Iteration 6Q: 3 clusters Score -99167.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -99200.570312 Penalty: 3432.653076
	Iteration 7Q: 3 clusters Score -99200.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -99224.953125 Penalty: 3432.653076
	Iteration 8Q: 3 clusters Score -99224.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -99241.468750 Penalty: 3432.653076
	Iteration 9Q: 3 clusters Score -99241.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -99254.062500 Penalty: 3432.653076
	Iteration 10Q: 3 clusters Score -99254.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -99266.695312 Penalty: 3432.653076
	Iteration 11Q: 3 clusters Score -99266.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -99271.929688 Penalty: 3432.653076
	Iteration 12Q: 3 clusters Score -99271.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -99281.476562 Penalty: 3432.653076
	Iteration 13Q: 3 clusters Score -99281.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -99281.476562 Penalty: 3432.653076
	Iteration 14F: 3 clusters Score -99281.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Entering Unmasked Estep 
Score: -1162148.875000 Penalty: 2285.623291
	Iteration 0F: 2 clusters Score -1162149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1154398.375000 Penalty: 4571.246582
	Iteration 0F: 3 clusters Score -1154398 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1156508.000000 Penalty: 4571.246582
	Iteration 1F: 3 clusters Score -1156508 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1156901.875000 Penalty: 4571.246582
	Iteration 2F: 3 clusters Score -1156902 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1157232.375000 Penalty: 4571.246582
	Iteration 3F: 3 clusters Score -1157232 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1157576.000000 Penalty: 4571.246582
	Iteration 4F: 3 clusters Score -1157576 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1157926.625000 Penalty: 4571.246582
	Iteration 5F: 3 clusters Score -1157927 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1158311.375000 Penalty: 4571.246582
	Iteration 6F: 3 clusters Score -1158311 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1158669.250000 Penalty: 4571.246582
	Iteration 7F: 3 clusters Score -1158669 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1158946.375000 Penalty: 4571.246582
	Iteration 8Q: 3 clusters Score -1158946 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1159203.500000 Penalty: 4571.246582
	Iteration 9Q: 3 clusters Score -1159204 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1159409.250000 Penalty: 4571.246582
	Iteration 10Q: 3 clusters Score -1159409 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1159579.625000 Penalty: 4571.246582
	Iteration 11Q: 3 clusters Score -1159580 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1159715.250000 Penalty: 4571.246582
	Iteration 12Q: 3 clusters Score -1159715 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1159796.625000 Penalty: 4571.246582
	Iteration 13Q: 3 clusters Score -1159797 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1159859.125000 Penalty: 4571.246582
	Iteration 14Q: 3 clusters Score -1159859 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1159917.375000 Penalty: 4571.246582
	Iteration 15Q: 3 clusters Score -1159917 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1159959.375000 Penalty: 4571.246582
	Iteration 16Q: 3 clusters Score -1159959 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1159993.125000 Penalty: 4571.246582
	Iteration 17Q: 3 clusters Score -1159993 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1160020.875000 Penalty: 4571.246582
	Iteration 18Q: 3 clusters Score -1160021 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1160038.250000 Penalty: 4571.246582
	Iteration 19Q: 3 clusters Score -1160038 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1160053.875000 Penalty: 4571.246582
	Iteration 20F: 3 clusters Score -1160054 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1160066.250000 Penalty: 4571.246582
	Iteration 21Q: 3 clusters Score -1160066 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1160071.125000 Penalty: 4571.246582
	Iteration 22Q: 3 clusters Score -1160071 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1160077.250000 Penalty: 4571.246582
	Iteration 23Q: 3 clusters Score -1160077 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1160077.625000 Penalty: 4571.246582
	Iteration 24Q: 3 clusters Score -1160078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1160079.000000 Penalty: 4571.246582
	Iteration 25Q: 3 clusters Score -1160079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1160080.500000 Penalty: 4571.246582
	Iteration 26Q: 3 clusters Score -1160080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1160081.250000 Penalty: 4571.246582
	Iteration 27Q: 3 clusters Score -1160081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1160081.625000 Penalty: 4571.246582
	Iteration 28Q: 3 clusters Score -1160082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1160085.375000 Penalty: 4571.246582
	Iteration 29Q: 3 clusters Score -1160085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1160085.625000 Penalty: 4571.246582
	Iteration 30Q: 3 clusters Score -1160086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1160085.250000 Penalty: 4571.246582
	Iteration 31Q: 3 clusters Score -1160085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1160085.250000 Penalty: 4571.246582
	Iteration 32Q: 3 clusters Score -1160085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1160085.250000 Penalty: 4571.246582
	Iteration 33Q: 3 clusters Score -1160085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1160085.250000 Penalty: 4571.246582
	Iteration 34F: 3 clusters Score -1160085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Entering Unmasked Estep 
Score: -1069499.875000 Penalty: 2256.348389
	Iteration 0F: 2 clusters Score -1069500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1062538.125000 Penalty: 4512.696777
	Iteration 0F: 3 clusters Score -1062538 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1064763.750000 Penalty: 4512.696777
	Iteration 1F: 3 clusters Score -1064764 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1065534.875000 Penalty: 4512.696777
	Iteration 2F: 3 clusters Score -1065535 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1066492.750000 Penalty: 4512.696777
	Iteration 3F: 3 clusters Score -1066493 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1067548.875000 Penalty: 4512.696777
	Iteration 4F: 3 clusters Score -1067549 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1068314.250000 Penalty: 4512.696777
	Iteration 5F: 3 clusters Score -1068314 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1068706.500000 Penalty: 4512.696777
	Iteration 6F: 3 clusters Score -1068706 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1068873.500000 Penalty: 4512.696777
	Iteration 7Q: 3 clusters Score -1068874 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1068972.875000 Penalty: 4512.696777
	Iteration 8Q: 3 clusters Score -1068973 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1069029.875000 Penalty: 4512.696777
	Iteration 9Q: 3 clusters Score -1069030 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1069065.250000 Penalty: 4512.696777
	Iteration 10Q: 3 clusters Score -1069065 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1069081.750000 Penalty: 4512.696777
	Iteration 11Q: 3 clusters Score -1069082 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1069093.250000 Penalty: 4512.696777
	Iteration 12Q: 3 clusters Score -1069093 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1069104.000000 Penalty: 4512.696777
	Iteration 13Q: 3 clusters Score -1069104 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1069114.000000 Penalty: 4512.696777
	Iteration 14Q: 3 clusters Score -1069114 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1069121.750000 Penalty: 4512.696777
	Iteration 15Q: 3 clusters Score -1069122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1069124.500000 Penalty: 4512.696777
	Iteration 16Q: 3 clusters Score -1069124 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1069131.250000 Penalty: 4512.696777
	Iteration 17Q: 3 clusters Score -1069131 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1069135.875000 Penalty: 4512.696777
	Iteration 18Q: 3 clusters Score -1069136 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1069142.875000 Penalty: 4512.696777
	Iteration 19Q: 3 clusters Score -1069143 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1069148.625000 Penalty: 4512.696777
	Iteration 20F: 3 clusters Score -1069149 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1069153.125000 Penalty: 4512.696777
	Iteration 21Q: 3 clusters Score -1069153 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1069155.000000 Penalty: 4512.696777
	Iteration 22Q: 3 clusters Score -1069155 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1069160.500000 Penalty: 4512.696777
	Iteration 23Q: 3 clusters Score -1069160 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1069165.750000 Penalty: 4512.696777
	Iteration 24Q: 3 clusters Score -1069166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1069166.875000 Penalty: 4512.696777
	Iteration 25Q: 3 clusters Score -1069167 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1069171.375000 Penalty: 4512.696777
	Iteration 26Q: 3 clusters Score -1069171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1069177.250000 Penalty: 4512.696777
	Iteration 27Q: 3 clusters Score -1069177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1069177.125000 Penalty: 4512.696777
	Iteration 28Q: 3 clusters Score -1069177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1069177.375000 Penalty: 4512.696777
	Iteration 29Q: 3 clusters Score -1069177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1069179.875000 Penalty: 4512.696777
	Iteration 30Q: 3 clusters Score -1069180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1069179.000000 Penalty: 4512.696777
	Iteration 31Q: 3 clusters Score -1069179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1069182.250000 Penalty: 4512.696777
	Iteration 32Q: 3 clusters Score -1069182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1069181.125000 Penalty: 4512.696777
	Iteration 33Q: 3 clusters Score -1069181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1069182.375000 Penalty: 4512.696777
	Iteration 34Q: 3 clusters Score -1069182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1069183.000000 Penalty: 4512.696777
	Iteration 35Q: 3 clusters Score -1069183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1069183.125000 Penalty: 4512.696777
	Iteration 36Q: 3 clusters Score -1069183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1069183.125000 Penalty: 4512.696777
	Iteration 37F: 3 clusters Score -1069183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (83818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83818 members 
Entering Unmasked Estep 
Score: -10232535.000000 Penalty: 2811.427979
	Iteration 0F: 2 clusters Score -1.023254e+07 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 41915 members 
Entering Unmasked Estep 
Score: -10176280.000000 Penalty: 5622.855957
	Iteration 0F: 3 clusters Score -1.017628e+07 nChanged 39455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42574 members 
Mstep: Class 2 contains 41244 members 
Entering Unmasked Estep 
Score: -10198720.000000 Penalty: 5622.855957
	Iteration 1F: 3 clusters Score -1.019872e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43163 members 
Mstep: Class 2 contains 40655 members 
Entering Unmasked Estep 
Score: -10199504.000000 Penalty: 5622.855957
	Iteration 2Q: 3 clusters Score -1.01995e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44104 members 
Mstep: Class 2 contains 39714 members 
Entering Unmasked Estep 
Score: -10200368.000000 Penalty: 5622.855957
	Iteration 3Q: 3 clusters Score -1.020037e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45621 members 
Mstep: Class 2 contains 38197 members 
Entering Unmasked Estep 
Score: -10201535.000000 Penalty: 5622.855957
	Iteration 4Q: 3 clusters Score -1.020154e+07 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47816 members 
Mstep: Class 2 contains 36002 members 
Entering Unmasked Estep 
Score: -10203246.000000 Penalty: 5622.855957
	Iteration 5Q: 3 clusters Score -1.020325e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50874 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -10205577.000000 Penalty: 5622.855957
	Iteration 6F: 3 clusters Score -1.020558e+07 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54685 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -10208693.000000 Penalty: 5622.855957
	Iteration 7F: 3 clusters Score -1.020869e+07 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59192 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -10212358.000000 Penalty: 5622.855957
	Iteration 8F: 3 clusters Score -1.021236e+07 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64095 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -10216340.000000 Penalty: 5622.855957
	Iteration 9F: 3 clusters Score -1.021634e+07 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68993 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -10220266.000000 Penalty: 5622.855957
	Iteration 10F: 3 clusters Score -1.022027e+07 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73368 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -10223874.000000 Penalty: 5622.855957
	Iteration 11F: 3 clusters Score -1.022387e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76850 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -10226590.000000 Penalty: 5622.855957
	Iteration 12Q: 3 clusters Score -1.022659e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79302 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -10228411.000000 Penalty: 5622.855957
	Iteration 13Q: 3 clusters Score -1.022841e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80862 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -10229458.000000 Penalty: 5622.855957
	Iteration 14Q: 3 clusters Score -1.022946e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81721 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -10229980.000000 Penalty: 5622.855957
	Iteration 15Q: 3 clusters Score -1.022998e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82162 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -10230255.000000 Penalty: 5622.855957
	Iteration 16Q: 3 clusters Score -1.023026e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82423 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -10230401.000000 Penalty: 5622.855957
	Iteration 17Q: 3 clusters Score -1.02304e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82577 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -10230492.000000 Penalty: 5622.855957
	Iteration 18Q: 3 clusters Score -1.023049e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82685 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -10230555.000000 Penalty: 5622.855957
	Iteration 19Q: 3 clusters Score -1.023056e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82737 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -10230605.000000 Penalty: 5622.855957
	Iteration 20F: 3 clusters Score -1.02306e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82759 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -10230613.000000 Penalty: 5622.855957
	Iteration 21Q: 3 clusters Score -1.023061e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82787 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -10230624.000000 Penalty: 5622.855957
	Iteration 22Q: 3 clusters Score -1.023062e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82807 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -10230626.000000 Penalty: 5622.855957
	Iteration 23Q: 3 clusters Score -1.023063e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82820 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -10230634.000000 Penalty: 5622.855957
	Iteration 24Q: 3 clusters Score -1.023063e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82838 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -10230650.000000 Penalty: 5622.855957
	Iteration 25Q: 3 clusters Score -1.023065e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82849 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -10230649.000000 Penalty: 5622.855957
	Iteration 26Q: 3 clusters Score -1.023065e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82857 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -10230648.000000 Penalty: 5622.855957
	Iteration 27Q: 3 clusters Score -1.023065e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82863 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -10230652.000000 Penalty: 5622.855957
	Iteration 28Q: 3 clusters Score -1.023065e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82868 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -10230672.000000 Penalty: 5622.855957
	Iteration 29Q: 3 clusters Score -1.023067e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82878 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -10230668.000000 Penalty: 5622.855957
	Iteration 30Q: 3 clusters Score -1.023067e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82883 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -10230676.000000 Penalty: 5622.855957
	Iteration 31Q: 3 clusters Score -1.023068e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82891 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -10230674.000000 Penalty: 5622.855957
	Iteration 32Q: 3 clusters Score -1.023067e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82896 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -10230681.000000 Penalty: 5622.855957
	Iteration 33Q: 3 clusters Score -1.023068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82899 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -10230690.000000 Penalty: 5622.855957
	Iteration 34Q: 3 clusters Score -1.023069e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82903 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -10230692.000000 Penalty: 5622.855957
	Iteration 35Q: 3 clusters Score -1.023069e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82910 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -10230689.000000 Penalty: 5622.855957
	Iteration 36Q: 3 clusters Score -1.023069e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82914 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -10230690.000000 Penalty: 5622.855957
	Iteration 37Q: 3 clusters Score -1.023069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82917 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -10230693.000000 Penalty: 5622.855957
	Iteration 38Q: 3 clusters Score -1.023069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82919 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -10230703.000000 Penalty: 5622.855957
	Iteration 39Q: 3 clusters Score -1.02307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82921 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -10230695.000000 Penalty: 5622.855957
	Iteration 40F: 3 clusters Score -1.02307e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Entering Unmasked Estep 
Score: -103139.648438 Penalty: 1733.355103
	Iteration 0F: 2 clusters Score -103139.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -101337.843750 Penalty: 3466.710205
	Iteration 0F: 3 clusters Score -101337.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -102264.648438 Penalty: 3466.710205
	Iteration 1F: 3 clusters Score -102264.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -103141.992188 Penalty: 3466.710205
	Iteration 2F: 3 clusters Score -103142 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -103566.265625 Penalty: 3466.710205
	Iteration 3F: 3 clusters Score -103566.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -103713.695312 Penalty: 3466.710205
	Iteration 4Q: 3 clusters Score -103713.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -103746.937500 Penalty: 3466.710205
	Iteration 5Q: 3 clusters Score -103746.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -103762.445312 Penalty: 3466.710205
	Iteration 6Q: 3 clusters Score -103762.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -103771.429688 Penalty: 3466.710205
	Iteration 7Q: 3 clusters Score -103771.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -103784.710938 Penalty: 3466.710205
	Iteration 8Q: 3 clusters Score -103784.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -103800.632812 Penalty: 3466.710205
	Iteration 9Q: 3 clusters Score -103800.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -103815.648438 Penalty: 3466.710205
	Iteration 10Q: 3 clusters Score -103815.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -103819.828125 Penalty: 3466.710205
	Iteration 11Q: 3 clusters Score -103819.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -103821.773438 Penalty: 3466.710205
	Iteration 12Q: 3 clusters Score -103821.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -103832.500000 Penalty: 3466.710205
	Iteration 13Q: 3 clusters Score -103832.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -103846.953125 Penalty: 3466.710205
	Iteration 14Q: 3 clusters Score -103847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -103879.914062 Penalty: 3466.710205
	Iteration 15Q: 3 clusters Score -103879.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -103908.867188 Penalty: 3466.710205
	Iteration 16Q: 3 clusters Score -103908.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -103920.484375 Penalty: 3466.710205
	Iteration 17Q: 3 clusters Score -103920.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -103929.710938 Penalty: 3466.710205
	Iteration 18Q: 3 clusters Score -103929.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -103961.171875 Penalty: 3466.710205
	Iteration 19Q: 3 clusters Score -103961.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -104030.726562 Penalty: 3466.710205
	Iteration 20F: 3 clusters Score -104030.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -104237.765625 Penalty: 3466.710205
	Iteration 21Q: 3 clusters Score -104237.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -104414.398438 Penalty: 3466.710205
	Iteration 22Q: 3 clusters Score -104414.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -104482.562500 Penalty: 3466.710205
	Iteration 23Q: 3 clusters Score -104482.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -104568.156250 Penalty: 3466.710205
	Iteration 24Q: 3 clusters Score -104568.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -104677.164062 Penalty: 3466.710205
	Iteration 25Q: 3 clusters Score -104677.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -104741.179688 Penalty: 3466.710205
	Iteration 26Q: 3 clusters Score -104741.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -104774.203125 Penalty: 3466.710205
	Iteration 27Q: 3 clusters Score -104774.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -104878.382812 Penalty: 3466.710205
	Iteration 28Q: 3 clusters Score -104878.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -104943.750000 Penalty: 3466.710205
	Iteration 29Q: 3 clusters Score -104943.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -104944.234375 Penalty: 3466.710205
	Iteration 30Q: 3 clusters Score -104944.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -104949.023438 Penalty: 3466.710205
	Iteration 31Q: 3 clusters Score -104949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -104949.023438 Penalty: 3466.710205
	Iteration 32F: 3 clusters Score -104949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 13688 members 
Mstep: Class 3 contains 14292 members 
Mstep: Class 4 contains 3429 members 
Mstep: Class 5 contains 42354 members 
Mstep: Class 6 contains 5988 members 
Mstep: Class 7 contains 5912 members 
Mstep: Class 8 contains 194019 members 
Mstep: Class 9 contains 1592 members 
Mstep: Class 10 contains 28266 members 
Mstep: Class 11 contains 17394 members 
Mstep: Class 12 contains 16807 members 
Mstep: Class 13 contains 56043 members 
Mstep: Class 14 contains 156656 members 
Mstep: Class 15 contains 24105 members 
Mstep: Class 16 contains 11274 members 
Mstep: Class 17 contains 10119 members 
Mstep: Class 18 contains 9024 members 
Mstep: Class 19 contains 14815 members 
Mstep: Class 20 contains 12247 members 
Mstep: Class 21 contains 172709 members 
Mstep: Class 22 contains 29338 members 
Mstep: Class 23 contains 29252 members 
Mstep: Class 24 contains 82406 members 
Mstep: Class 25 contains 23887 members 
Mstep: Class 26 contains 13363 members 
Mstep: Class 27 contains 328951 members 
Mstep: Class 28 contains 196537 members 
Mstep: Class 29 contains 1013 members 
Mstep: Class 30 contains 10059 members 
Mstep: Class 31 contains 8939 members 
Mstep: Class 32 contains 83818 members 
Mstep: Class 33 contains 430 members 
Mstep: Class 34 contains 232698 members 
Mstep: Class 35 contains 90384 members 
Mstep: Class 36 contains 24128 members 
Mstep: Class 37 contains 7728 members 
Mstep: Class 38 contains 655 members 
Entering Unmasked Estep 
Score: -235480720.000000 Penalty: 136683.125000
Splitting cluster 33 changes total score from -235483008.000000 to -235480720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (232698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232698 members 
Entering Unmasked Estep 
Score: -28578752.000000 Penalty: 3064.659424
	Iteration 0F: 2 clusters Score -2.857875e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116873 members 
Mstep: Class 2 contains 115825 members 
Entering Unmasked Estep 
Score: -28428646.000000 Penalty: 6129.318848
	Iteration 0F: 3 clusters Score -2.842865e+07 nChanged 112219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126498 members 
Mstep: Class 2 contains 106200 members 
Entering Unmasked Estep 
Score: -28496236.000000 Penalty: 6129.318848
	Iteration 1F: 3 clusters Score -2.849624e+07 nChanged 7987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132703 members 
Mstep: Class 2 contains 99995 members 
Entering Unmasked Estep 
Score: -28498844.000000 Penalty: 6129.318848
	Iteration 2Q: 3 clusters Score -2.849884e+07 nChanged 10257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142074 members 
Mstep: Class 2 contains 90624 members 
Entering Unmasked Estep 
Score: -28503504.000000 Penalty: 6129.318848
	Iteration 3Q: 3 clusters Score -2.85035e+07 nChanged 14043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155751 members 
Mstep: Class 2 contains 76947 members 
Entering Unmasked Estep 
Score: -28511972.000000 Penalty: 6129.318848
	Iteration 4F: 3 clusters Score -2.851197e+07 nChanged 18452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174093 members 
Mstep: Class 2 contains 58605 members 
Entering Unmasked Estep 
Score: -28526628.000000 Penalty: 6129.318848
	Iteration 5F: 3 clusters Score -2.852663e+07 nChanged 20537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194588 members 
Mstep: Class 2 contains 38110 members 
Entering Unmasked Estep 
Score: -28543248.000000 Penalty: 6129.318848
	Iteration 6F: 3 clusters Score -2.854325e+07 nChanged 17492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212064 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -28558540.000000 Penalty: 6129.318848
	Iteration 7F: 3 clusters Score -2.855854e+07 nChanged 11151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223209 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -28568018.000000 Penalty: 6129.318848
	Iteration 8Q: 3 clusters Score -2.856802e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228861 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -28572768.000000 Penalty: 6129.318848
	Iteration 9Q: 3 clusters Score -2.857277e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231075 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -28574612.000000 Penalty: 6129.318848
	Iteration 10Q: 3 clusters Score -2.857461e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231872 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -28575400.000000 Penalty: 6129.318848
	Iteration 11Q: 3 clusters Score -2.85754e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232135 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -28575644.000000 Penalty: 6129.318848
	Iteration 12Q: 3 clusters Score -2.857564e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232241 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -28575756.000000 Penalty: 6129.318848
	Iteration 13Q: 3 clusters Score -2.857576e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232287 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -28575824.000000 Penalty: 6129.318848
	Iteration 14Q: 3 clusters Score -2.857582e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232328 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -28575868.000000 Penalty: 6129.318848
	Iteration 15Q: 3 clusters Score -2.857587e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232349 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -28575938.000000 Penalty: 6129.318848
	Iteration 16Q: 3 clusters Score -2.857594e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232357 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -28575960.000000 Penalty: 6129.318848
	Iteration 17Q: 3 clusters Score -2.857596e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232362 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -28575984.000000 Penalty: 6129.318848
	Iteration 18Q: 3 clusters Score -2.857598e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232367 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -28576010.000000 Penalty: 6129.318848
	Iteration 19Q: 3 clusters Score -2.857601e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232376 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -28576020.000000 Penalty: 6129.318848
	Iteration 20F: 3 clusters Score -2.857602e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232383 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -28576024.000000 Penalty: 6129.318848
	Iteration 21Q: 3 clusters Score -2.857602e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232389 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -28576024.000000 Penalty: 6129.318848
	Iteration 22Q: 3 clusters Score -2.857602e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232390 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -28576050.000000 Penalty: 6129.318848
	Iteration 23Q: 3 clusters Score -2.857605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232389 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -28576040.000000 Penalty: 6129.318848
	Iteration 24Q: 3 clusters Score -2.857604e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232388 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -28576016.000000 Penalty: 6129.318848
	Iteration 25Q: 3 clusters Score -2.857602e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232387 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -28576024.000000 Penalty: 6129.318848
	Iteration 26Q: 3 clusters Score -2.857602e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232387 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -28576024.000000 Penalty: 6129.318848
	Iteration 27F: 3 clusters Score -2.857602e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (90384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90384 members 
Entering Unmasked Estep 
Score: -11052175.000000 Penalty: 2830.131836
	Iteration 0F: 2 clusters Score -1.105218e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45326 members 
Mstep: Class 2 contains 45058 members 
Entering Unmasked Estep 
Score: -10991508.000000 Penalty: 5660.263672
	Iteration 0F: 3 clusters Score -1.099151e+07 nChanged 42788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46540 members 
Mstep: Class 2 contains 43844 members 
Entering Unmasked Estep 
Score: -11015777.000000 Penalty: 5660.263672
	Iteration 1F: 3 clusters Score -1.101578e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47487 members 
Mstep: Class 2 contains 42897 members 
Entering Unmasked Estep 
Score: -11016388.000000 Penalty: 5660.263672
	Iteration 2Q: 3 clusters Score -1.101639e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48931 members 
Mstep: Class 2 contains 41453 members 
Entering Unmasked Estep 
Score: -11017231.000000 Penalty: 5660.263672
	Iteration 3Q: 3 clusters Score -1.101723e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51107 members 
Mstep: Class 2 contains 39277 members 
Entering Unmasked Estep 
Score: -11018225.000000 Penalty: 5660.263672
	Iteration 4Q: 3 clusters Score -1.101822e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54396 members 
Mstep: Class 2 contains 35988 members 
Entering Unmasked Estep 
Score: -11019843.000000 Penalty: 5660.263672
	Iteration 5Q: 3 clusters Score -1.101984e+07 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59156 members 
Mstep: Class 2 contains 31228 members 
Entering Unmasked Estep 
Score: -11022723.000000 Penalty: 5660.263672
	Iteration 6F: 3 clusters Score -1.102272e+07 nChanged 6610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65372 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -11027518.000000 Penalty: 5660.263672
	Iteration 7F: 3 clusters Score -1.102752e+07 nChanged 7396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72488 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -11033846.000000 Penalty: 5660.263672
	Iteration 8F: 3 clusters Score -1.103385e+07 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78895 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -11039903.000000 Penalty: 5660.263672
	Iteration 9F: 3 clusters Score -1.10399e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83347 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -11044354.000000 Penalty: 5660.263672
	Iteration 10F: 3 clusters Score -1.104435e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85771 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -11046844.000000 Penalty: 5660.263672
	Iteration 11Q: 3 clusters Score -1.104684e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86934 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -11048224.000000 Penalty: 5660.263672
	Iteration 12Q: 3 clusters Score -1.104822e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87399 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -11049062.000000 Penalty: 5660.263672
	Iteration 13Q: 3 clusters Score -1.104906e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87539 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -11049543.000000 Penalty: 5660.263672
	Iteration 14Q: 3 clusters Score -1.104954e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87582 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -11049856.000000 Penalty: 5660.263672
	Iteration 15Q: 3 clusters Score -1.104986e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87573 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -11050012.000000 Penalty: 5660.263672
	Iteration 16Q: 3 clusters Score -1.105001e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87573 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -11050181.000000 Penalty: 5660.263672
	Iteration 17Q: 3 clusters Score -1.105018e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87563 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -11050255.000000 Penalty: 5660.263672
	Iteration 18Q: 3 clusters Score -1.105026e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87564 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -11050336.000000 Penalty: 5660.263672
	Iteration 19Q: 3 clusters Score -1.105034e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87548 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -11050381.000000 Penalty: 5660.263672
	Iteration 20F: 3 clusters Score -1.105038e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87531 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -11050406.000000 Penalty: 5660.263672
	Iteration 21Q: 3 clusters Score -1.105041e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87529 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -11050422.000000 Penalty: 5660.263672
	Iteration 22Q: 3 clusters Score -1.105042e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87513 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -11050437.000000 Penalty: 5660.263672
	Iteration 23Q: 3 clusters Score -1.105044e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87483 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -11050466.000000 Penalty: 5660.263672
	Iteration 24Q: 3 clusters Score -1.105047e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87462 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -11050477.000000 Penalty: 5660.263672
	Iteration 25Q: 3 clusters Score -1.105048e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87446 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -11050482.000000 Penalty: 5660.263672
	Iteration 26Q: 3 clusters Score -1.105048e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87430 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -11050490.000000 Penalty: 5660.263672
	Iteration 27Q: 3 clusters Score -1.105049e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87416 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -11050498.000000 Penalty: 5660.263672
	Iteration 28Q: 3 clusters Score -1.10505e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87405 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -11050491.000000 Penalty: 5660.263672
	Iteration 29Q: 3 clusters Score -1.105049e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87402 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -11050499.000000 Penalty: 5660.263672
	Iteration 30Q: 3 clusters Score -1.10505e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87396 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -11050501.000000 Penalty: 5660.263672
	Iteration 31Q: 3 clusters Score -1.10505e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87387 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -11050505.000000 Penalty: 5660.263672
	Iteration 32Q: 3 clusters Score -1.10505e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87380 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -11050492.000000 Penalty: 5660.263672
	Iteration 33Q: 3 clusters Score -1.105049e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87376 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -11050504.000000 Penalty: 5660.263672
	Iteration 34Q: 3 clusters Score -1.10505e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87367 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -11050506.000000 Penalty: 5660.263672
	Iteration 35Q: 3 clusters Score -1.105051e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87352 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -11050507.000000 Penalty: 5660.263672
	Iteration 36Q: 3 clusters Score -1.105051e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87342 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -11050494.000000 Penalty: 5660.263672
	Iteration 37Q: 3 clusters Score -1.105049e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87328 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -11050499.000000 Penalty: 5660.263672
	Iteration 38Q: 3 clusters Score -1.10505e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87317 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -11050498.000000 Penalty: 5660.263672
	Iteration 39Q: 3 clusters Score -1.10505e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87305 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -11050510.000000 Penalty: 5660.263672
	Iteration 40F: 3 clusters Score -1.105051e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87297 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -11050503.000000 Penalty: 5660.263672
	Iteration 41Q: 3 clusters Score -1.10505e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87284 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -11050523.000000 Penalty: 5660.263672
	Iteration 42Q: 3 clusters Score -1.105052e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87271 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -11050530.000000 Penalty: 5660.263672
	Iteration 43Q: 3 clusters Score -1.105053e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87259 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -11050529.000000 Penalty: 5660.263672
	Iteration 44Q: 3 clusters Score -1.105053e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87247 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -11050533.000000 Penalty: 5660.263672
	Iteration 45Q: 3 clusters Score -1.105053e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87244 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -11050530.000000 Penalty: 5660.263672
	Iteration 46Q: 3 clusters Score -1.105053e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87244 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -11050532.000000 Penalty: 5660.263672
	Iteration 47Q: 3 clusters Score -1.105053e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87244 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -11050531.000000 Penalty: 5660.263672
	Iteration 48Q: 3 clusters Score -1.105053e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87240 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -11050528.000000 Penalty: 5660.263672
	Iteration 49Q: 3 clusters Score -1.105053e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87236 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -11050515.000000 Penalty: 5660.263672
	Iteration 50Q: 3 clusters Score -1.105052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87237 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -11050522.000000 Penalty: 5660.263672
	Iteration 51Q: 3 clusters Score -1.105052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87235 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -11050520.000000 Penalty: 5660.263672
	Iteration 52Q: 3 clusters Score -1.105052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87234 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -11050526.000000 Penalty: 5660.263672
	Iteration 53Q: 3 clusters Score -1.105053e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87232 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -11050522.000000 Penalty: 5660.263672
	Iteration 54Q: 3 clusters Score -1.105052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87228 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -11050519.000000 Penalty: 5660.263672
	Iteration 55Q: 3 clusters Score -1.105052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87229 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -11050525.000000 Penalty: 5660.263672
	Iteration 56Q: 3 clusters Score -1.105052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87230 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -11050527.000000 Penalty: 5660.263672
	Iteration 57Q: 3 clusters Score -1.105053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87230 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -11050522.000000 Penalty: 5660.263672
	Iteration 58Q: 3 clusters Score -1.105052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87227 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -11050519.000000 Penalty: 5660.263672
	Iteration 59Q: 3 clusters Score -1.105052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87226 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -11050519.000000 Penalty: 5660.263672
	Iteration 60F: 3 clusters Score -1.105052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87225 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -11050524.000000 Penalty: 5660.263672
	Iteration 61Q: 3 clusters Score -1.105052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87224 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -11050527.000000 Penalty: 5660.263672
	Iteration 62Q: 3 clusters Score -1.105053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87222 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -11050531.000000 Penalty: 5660.263672
	Iteration 63Q: 3 clusters Score -1.105053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87218 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -11050524.000000 Penalty: 5660.263672
	Iteration 64Q: 3 clusters Score -1.105052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87217 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -11050530.000000 Penalty: 5660.263672
	Iteration 65Q: 3 clusters Score -1.105053e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87217 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -11050530.000000 Penalty: 5660.263672
	Iteration 66F: 3 clusters Score -1.105053e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (24128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Entering Unmasked Estep 
Score: -2725710.000000 Penalty: 2502.599854
	Iteration 0F: 2 clusters Score -2725710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -2708943.000000 Penalty: 5005.199707
	Iteration 0F: 3 clusters Score -2708943 nChanged 10803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -2714988.500000 Penalty: 5005.199707
	Iteration 1F: 3 clusters Score -2714988 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -2715726.250000 Penalty: 5005.199707
	Iteration 2F: 3 clusters Score -2715726 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -2716580.500000 Penalty: 5005.199707
	Iteration 3F: 3 clusters Score -2716580 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2717582.250000 Penalty: 5005.199707
	Iteration 4F: 3 clusters Score -2717582 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -2718662.250000 Penalty: 5005.199707
	Iteration 5F: 3 clusters Score -2718662 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -2719724.250000 Penalty: 5005.199707
	Iteration 6F: 3 clusters Score -2719724 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -2720627.000000 Penalty: 5005.199707
	Iteration 7F: 3 clusters Score -2720627 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -2721281.750000 Penalty: 5005.199707
	Iteration 8Q: 3 clusters Score -2721282 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -2721699.500000 Penalty: 5005.199707
	Iteration 9Q: 3 clusters Score -2721700 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -2721989.750000 Penalty: 5005.199707
	Iteration 10Q: 3 clusters Score -2721990 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -2722202.750000 Penalty: 5005.199707
	Iteration 11Q: 3 clusters Score -2722203 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -2722409.000000 Penalty: 5005.199707
	Iteration 12Q: 3 clusters Score -2722409 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -2722568.250000 Penalty: 5005.199707
	Iteration 13Q: 3 clusters Score -2722568 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -2722717.250000 Penalty: 5005.199707
	Iteration 14Q: 3 clusters Score -2722717 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -2722837.000000 Penalty: 5005.199707
	Iteration 15Q: 3 clusters Score -2722837 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -2722941.000000 Penalty: 5005.199707
	Iteration 16Q: 3 clusters Score -2722941 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -2723071.250000 Penalty: 5005.199707
	Iteration 17Q: 3 clusters Score -2723071 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -2723167.500000 Penalty: 5005.199707
	Iteration 18Q: 3 clusters Score -2723168 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -2723236.500000 Penalty: 5005.199707
	Iteration 19Q: 3 clusters Score -2723236 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -2723289.750000 Penalty: 5005.199707
	Iteration 20F: 3 clusters Score -2723290 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -2723363.250000 Penalty: 5005.199707
	Iteration 21Q: 3 clusters Score -2723363 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -2723412.750000 Penalty: 5005.199707
	Iteration 22Q: 3 clusters Score -2723413 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -2723458.000000 Penalty: 5005.199707
	Iteration 23Q: 3 clusters Score -2723458 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -2723496.750000 Penalty: 5005.199707
	Iteration 24Q: 3 clusters Score -2723497 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -2723549.000000 Penalty: 5005.199707
	Iteration 25Q: 3 clusters Score -2723549 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -2723606.500000 Penalty: 5005.199707
	Iteration 26Q: 3 clusters Score -2723606 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -2723679.250000 Penalty: 5005.199707
	Iteration 27Q: 3 clusters Score -2723679 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -2723740.000000 Penalty: 5005.199707
	Iteration 28Q: 3 clusters Score -2723740 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -2723789.250000 Penalty: 5005.199707
	Iteration 29Q: 3 clusters Score -2723789 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -2723824.000000 Penalty: 5005.199707
	Iteration 30Q: 3 clusters Score -2723824 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -2723866.750000 Penalty: 5005.199707
	Iteration 31Q: 3 clusters Score -2723867 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -2723913.750000 Penalty: 5005.199707
	Iteration 32Q: 3 clusters Score -2723914 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -2723933.000000 Penalty: 5005.199707
	Iteration 33Q: 3 clusters Score -2723933 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -2723954.000000 Penalty: 5005.199707
	Iteration 34Q: 3 clusters Score -2723954 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -2723963.500000 Penalty: 5005.199707
	Iteration 35Q: 3 clusters Score -2723964 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -2723977.000000 Penalty: 5005.199707
	Iteration 36Q: 3 clusters Score -2723977 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -2723986.750000 Penalty: 5005.199707
	Iteration 37Q: 3 clusters Score -2723987 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -2723995.500000 Penalty: 5005.199707
	Iteration 38Q: 3 clusters Score -2723996 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -2724008.500000 Penalty: 5005.199707
	Iteration 39Q: 3 clusters Score -2724008 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -2724017.500000 Penalty: 5005.199707
	Iteration 40F: 3 clusters Score -2724018 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -2724026.750000 Penalty: 5005.199707
	Iteration 41Q: 3 clusters Score -2724027 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -2724043.000000 Penalty: 5005.199707
	Iteration 42Q: 3 clusters Score -2724043 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -2724045.750000 Penalty: 5005.199707
	Iteration 43Q: 3 clusters Score -2724046 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -2724061.750000 Penalty: 5005.199707
	Iteration 44Q: 3 clusters Score -2724062 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -2724069.000000 Penalty: 5005.199707
	Iteration 45Q: 3 clusters Score -2724069 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -2724075.250000 Penalty: 5005.199707
	Iteration 46Q: 3 clusters Score -2724075 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -2724074.500000 Penalty: 5005.199707
	Iteration 47Q: 3 clusters Score -2724074 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -2724073.000000 Penalty: 5005.199707
	Iteration 48Q: 3 clusters Score -2724073 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -2724077.250000 Penalty: 5005.199707
	Iteration 49Q: 3 clusters Score -2724077 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -2724081.500000 Penalty: 5005.199707
	Iteration 50Q: 3 clusters Score -2724082 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -2724096.000000 Penalty: 5005.199707
	Iteration 51Q: 3 clusters Score -2724096 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -2724098.500000 Penalty: 5005.199707
	Iteration 52Q: 3 clusters Score -2724098 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -2724104.250000 Penalty: 5005.199707
	Iteration 53Q: 3 clusters Score -2724104 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -2724105.500000 Penalty: 5005.199707
	Iteration 54Q: 3 clusters Score -2724106 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2724111.000000 Penalty: 5005.199707
	Iteration 55Q: 3 clusters Score -2724111 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -2724115.000000 Penalty: 5005.199707
	Iteration 56Q: 3 clusters Score -2724115 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -2724122.250000 Penalty: 5005.199707
	Iteration 57Q: 3 clusters Score -2724122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -2724128.000000 Penalty: 5005.199707
	Iteration 58Q: 3 clusters Score -2724128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -2724129.500000 Penalty: 5005.199707
	Iteration 59Q: 3 clusters Score -2724130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -2724130.500000 Penalty: 5005.199707
	Iteration 60F: 3 clusters Score -2724130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -2724130.500000 Penalty: 5005.199707
	Iteration 61Q: 3 clusters Score -2724130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -2724136.750000 Penalty: 5005.199707
	Iteration 62Q: 3 clusters Score -2724137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2724139.000000 Penalty: 5005.199707
	Iteration 63Q: 3 clusters Score -2724139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -2724138.750000 Penalty: 5005.199707
	Iteration 64Q: 3 clusters Score -2724139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -2724139.500000 Penalty: 5005.199707
	Iteration 65Q: 3 clusters Score -2724140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -2724137.500000 Penalty: 5005.199707
	Iteration 66Q: 3 clusters Score -2724138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -2724144.250000 Penalty: 5005.199707
	Iteration 67Q: 3 clusters Score -2724144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2724143.000000 Penalty: 5005.199707
	Iteration 68Q: 3 clusters Score -2724143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2724148.500000 Penalty: 5005.199707
	Iteration 69Q: 3 clusters Score -2724148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2724147.500000 Penalty: 5005.199707
	Iteration 70Q: 3 clusters Score -2724148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -2724153.750000 Penalty: 5005.199707
	Iteration 71Q: 3 clusters Score -2724154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -2724152.500000 Penalty: 5005.199707
	Iteration 72Q: 3 clusters Score -2724152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -2724155.750000 Penalty: 5005.199707
	Iteration 73Q: 3 clusters Score -2724156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -2724154.250000 Penalty: 5005.199707
	Iteration 74Q: 3 clusters Score -2724154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -2724149.250000 Penalty: 5005.199707
	Iteration 75Q: 3 clusters Score -2724149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -2724151.750000 Penalty: 5005.199707
	Iteration 76Q: 3 clusters Score -2724152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -2724154.000000 Penalty: 5005.199707
	Iteration 77Q: 3 clusters Score -2724154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2724152.750000 Penalty: 5005.199707
	Iteration 78Q: 3 clusters Score -2724153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -2724154.500000 Penalty: 5005.199707
	Iteration 79Q: 3 clusters Score -2724154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2724155.000000 Penalty: 5005.199707
	Iteration 80F: 3 clusters Score -2724155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Entering Unmasked Estep 
Score: -909963.625000 Penalty: 2220.246094
	Iteration 0F: 2 clusters Score -909963.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -903733.937500 Penalty: 4440.492188
	Iteration 0F: 3 clusters Score -903733.9 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -905353.375000 Penalty: 4440.492188
	Iteration 1F: 3 clusters Score -905353.4 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -905642.500000 Penalty: 4440.492188
	Iteration 2F: 3 clusters Score -905642.5 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -905820.375000 Penalty: 4440.492188
	Iteration 3F: 3 clusters Score -905820.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -905958.437500 Penalty: 4440.492188
	Iteration 4Q: 3 clusters Score -905958.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -906070.875000 Penalty: 4440.492188
	Iteration 5Q: 3 clusters Score -906070.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -906186.875000 Penalty: 4440.492188
	Iteration 6Q: 3 clusters Score -906186.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -906291.625000 Penalty: 4440.492188
	Iteration 7Q: 3 clusters Score -906291.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -906414.625000 Penalty: 4440.492188
	Iteration 8Q: 3 clusters Score -906414.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -906557.250000 Penalty: 4440.492188
	Iteration 9Q: 3 clusters Score -906557.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -906738.812500 Penalty: 4440.492188
	Iteration 10Q: 3 clusters Score -906738.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -906921.937500 Penalty: 4440.492188
	Iteration 11Q: 3 clusters Score -906921.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -907135.437500 Penalty: 4440.492188
	Iteration 12Q: 3 clusters Score -907135.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -907366.187500 Penalty: 4440.492188
	Iteration 13Q: 3 clusters Score -907366.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -907575.250000 Penalty: 4440.492188
	Iteration 14Q: 3 clusters Score -907575.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -907726.125000 Penalty: 4440.492188
	Iteration 15Q: 3 clusters Score -907726.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -907839.750000 Penalty: 4440.492188
	Iteration 16Q: 3 clusters Score -907839.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -907930.062500 Penalty: 4440.492188
	Iteration 17Q: 3 clusters Score -907930.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -907989.375000 Penalty: 4440.492188
	Iteration 18Q: 3 clusters Score -907989.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -908026.000000 Penalty: 4440.492188
	Iteration 19Q: 3 clusters Score -908026 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -908058.875000 Penalty: 4440.492188
	Iteration 20F: 3 clusters Score -908058.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -908079.937500 Penalty: 4440.492188
	Iteration 21Q: 3 clusters Score -908079.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -908096.500000 Penalty: 4440.492188
	Iteration 22Q: 3 clusters Score -908096.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -908109.187500 Penalty: 4440.492188
	Iteration 23Q: 3 clusters Score -908109.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -908121.250000 Penalty: 4440.492188
	Iteration 24Q: 3 clusters Score -908121.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -908128.812500 Penalty: 4440.492188
	Iteration 25Q: 3 clusters Score -908128.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -908130.687500 Penalty: 4440.492188
	Iteration 26Q: 3 clusters Score -908130.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -908135.250000 Penalty: 4440.492188
	Iteration 27Q: 3 clusters Score -908135.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -908137.937500 Penalty: 4440.492188
	Iteration 28Q: 3 clusters Score -908137.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -908142.187500 Penalty: 4440.492188
	Iteration 29Q: 3 clusters Score -908142.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -908148.562500 Penalty: 4440.492188
	Iteration 30Q: 3 clusters Score -908148.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -908150.562500 Penalty: 4440.492188
	Iteration 31Q: 3 clusters Score -908150.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -908155.250000 Penalty: 4440.492188
	Iteration 32Q: 3 clusters Score -908155.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -908155.562500 Penalty: 4440.492188
	Iteration 33Q: 3 clusters Score -908155.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -908155.562500 Penalty: 4440.492188
	Iteration 34F: 3 clusters Score -908155.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 13688 members 
Mstep: Class 3 contains 14292 members 
Mstep: Class 4 contains 3429 members 
Mstep: Class 5 contains 42354 members 
Mstep: Class 6 contains 5988 members 
Mstep: Class 7 contains 5912 members 
Mstep: Class 8 contains 194019 members 
Mstep: Class 9 contains 1592 members 
Mstep: Class 10 contains 28266 members 
Mstep: Class 11 contains 17394 members 
Mstep: Class 12 contains 16807 members 
Mstep: Class 13 contains 56043 members 
Mstep: Class 14 contains 156656 members 
Mstep: Class 15 contains 24105 members 
Mstep: Class 16 contains 11274 members 
Mstep: Class 17 contains 10119 members 
Mstep: Class 18 contains 9024 members 
Mstep: Class 19 contains 14815 members 
Mstep: Class 20 contains 12247 members 
Mstep: Class 21 contains 172709 members 
Mstep: Class 22 contains 29338 members 
Mstep: Class 23 contains 29252 members 
Mstep: Class 24 contains 82406 members 
Mstep: Class 25 contains 23887 members 
Mstep: Class 26 contains 13363 members 
Mstep: Class 27 contains 328951 members 
Mstep: Class 28 contains 196537 members 
Mstep: Class 29 contains 1013 members 
Mstep: Class 30 contains 10059 members 
Mstep: Class 31 contains 8939 members 
Mstep: Class 32 contains 83818 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 232698 members 
Mstep: Class 35 contains 90384 members 
Mstep: Class 36 contains 24128 members 
Mstep: Class 37 contains 7728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235482464.000000 Penalty: 133086.203125
Iteration 119Q: 38 clusters Score -2.354825e+08 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 13695 members 
Mstep: Class 3 contains 14285 members 
Mstep: Class 4 contains 3420 members 
Mstep: Class 5 contains 42353 members 
Mstep: Class 6 contains 5989 members 
Mstep: Class 7 contains 5870 members 
Mstep: Class 8 contains 194034 members 
Mstep: Class 9 contains 1592 members 
Mstep: Class 10 contains 28274 members 
Mstep: Class 11 contains 17379 members 
Mstep: Class 12 contains 16805 members 
Mstep: Class 13 contains 56042 members 
Mstep: Class 14 contains 156644 members 
Mstep: Class 15 contains 24350 members 
Mstep: Class 16 contains 11276 members 
Mstep: Class 17 contains 10119 members 
Mstep: Class 18 contains 9027 members 
Mstep: Class 19 contains 14801 members 
Mstep: Class 20 contains 12250 members 
Mstep: Class 21 contains 172669 members 
Mstep: Class 22 contains 29375 members 
Mstep: Class 23 contains 29129 members 
Mstep: Class 24 contains 82403 members 
Mstep: Class 25 contains 23889 members 
Mstep: Class 26 contains 13371 members 
Mstep: Class 27 contains 329108 members 
Mstep: Class 28 contains 196660 members 
Mstep: Class 29 contains 1014 members 
Mstep: Class 30 contains 10061 members 
Mstep: Class 31 contains 8939 members 
Mstep: Class 32 contains 83807 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 232578 members 
Mstep: Class 35 contains 90378 members 
Mstep: Class 36 contains 23904 members 
Mstep: Class 37 contains 7733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235482672.000000 Penalty: 133086.203125
Iteration 120F: 38 clusters Score -2.354827e+08 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 14279 members 
Mstep: Class 4 contains 3417 members 
Mstep: Class 5 contains 42356 members 
Mstep: Class 6 contains 5990 members 
Mstep: Class 7 contains 5832 members 
Mstep: Class 8 contains 194043 members 
Mstep: Class 9 contains 1592 members 
Mstep: Class 10 contains 28283 members 
Mstep: Class 11 contains 17364 members 
Mstep: Class 12 contains 16805 members 
Mstep: Class 13 contains 56043 members 
Mstep: Class 14 contains 156639 members 
Mstep: Class 15 contains 24577 members 
Mstep: Class 16 contains 11285 members 
Mstep: Class 17 contains 10129 members 
Mstep: Class 18 contains 9028 members 
Mstep: Class 19 contains 14791 members 
Mstep: Class 20 contains 12257 members 
Mstep: Class 21 contains 172648 members 
Mstep: Class 22 contains 29405 members 
Mstep: Class 23 contains 28994 members 
Mstep: Class 24 contains 82408 members 
Mstep: Class 25 contains 23894 members 
Mstep: Class 26 contains 13379 members 
Mstep: Class 27 contains 329252 members 
Mstep: Class 28 contains 196828 members 
Mstep: Class 29 contains 1014 members 
Mstep: Class 30 contains 10065 members 
Mstep: Class 31 contains 8941 members 
Mstep: Class 32 contains 83800 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 232374 members 
Mstep: Class 35 contains 90368 members 
Mstep: Class 36 contains 23708 members 
Mstep: Class 37 contains 7741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235483024.000000 Penalty: 133086.203125
Iteration 121Q: 38 clusters Score -2.35483e+08 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 13700 members 
Mstep: Class 3 contains 14274 members 
Mstep: Class 4 contains 3412 members 
Mstep: Class 5 contains 42360 members 
Mstep: Class 6 contains 5989 members 
Mstep: Class 7 contains 5792 members 
Mstep: Class 8 contains 194068 members 
Mstep: Class 9 contains 1592 members 
Mstep: Class 10 contains 28298 members 
Mstep: Class 11 contains 17349 members 
Mstep: Class 12 contains 16807 members 
Mstep: Class 13 contains 56047 members 
Mstep: Class 14 contains 156628 members 
Mstep: Class 15 contains 24809 members 
Mstep: Class 16 contains 11294 members 
Mstep: Class 17 contains 10130 members 
Mstep: Class 18 contains 9028 members 
Mstep: Class 19 contains 14783 members 
Mstep: Class 20 contains 12263 members 
Mstep: Class 21 contains 172620 members 
Mstep: Class 22 contains 29423 members 
Mstep: Class 23 contains 28861 members 
Mstep: Class 24 contains 82406 members 
Mstep: Class 25 contains 23897 members 
Mstep: Class 26 contains 13380 members 
Mstep: Class 27 contains 329412 members 
Mstep: Class 28 contains 196941 members 
Mstep: Class 29 contains 1015 members 
Mstep: Class 30 contains 10071 members 
Mstep: Class 31 contains 8943 members 
Mstep: Class 32 contains 83795 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 232204 members 
Mstep: Class 35 contains 90346 members 
Mstep: Class 36 contains 23525 members 
Mstep: Class 37 contains 7746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235483696.000000 Penalty: 133086.203125
Iteration 122Q: 38 clusters Score -2.354837e+08 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 13696 members 
Mstep: Class 3 contains 14270 members 
Mstep: Class 4 contains 3408 members 
Mstep: Class 5 contains 42372 members 
Mstep: Class 6 contains 5989 members 
Mstep: Class 7 contains 5755 members 
Mstep: Class 8 contains 194080 members 
Mstep: Class 9 contains 1592 members 
Mstep: Class 10 contains 28312 members 
Mstep: Class 11 contains 17336 members 
Mstep: Class 12 contains 16809 members 
Mstep: Class 13 contains 56042 members 
Mstep: Class 14 contains 156622 members 
Mstep: Class 15 contains 25006 members 
Mstep: Class 16 contains 11299 members 
Mstep: Class 17 contains 10126 members 
Mstep: Class 18 contains 9034 members 
Mstep: Class 19 contains 14776 members 
Mstep: Class 20 contains 12266 members 
Mstep: Class 21 contains 172584 members 
Mstep: Class 22 contains 29444 members 
Mstep: Class 23 contains 28742 members 
Mstep: Class 24 contains 82401 members 
Mstep: Class 25 contains 23906 members 
Mstep: Class 26 contains 13397 members 
Mstep: Class 27 contains 329544 members 
Mstep: Class 28 contains 197029 members 
Mstep: Class 29 contains 1017 members 
Mstep: Class 30 contains 10075 members 
Mstep: Class 31 contains 8949 members 
Mstep: Class 32 contains 83801 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 232055 members 
Mstep: Class 35 contains 90344 members 
Mstep: Class 36 contains 23373 members 
Mstep: Class 37 contains 7752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235484032.000000 Penalty: 133086.203125
Iteration 123Q: 38 clusters Score -2.35484e+08 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 13700 members 
Mstep: Class 3 contains 14268 members 
Mstep: Class 4 contains 3408 members 
Mstep: Class 5 contains 42379 members 
Mstep: Class 6 contains 5988 members 
Mstep: Class 7 contains 5714 members 
Mstep: Class 8 contains 194072 members 
Mstep: Class 9 contains 1592 members 
Mstep: Class 10 contains 28309 members 
Mstep: Class 11 contains 17333 members 
Mstep: Class 12 contains 16809 members 
Mstep: Class 13 contains 56039 members 
Mstep: Class 14 contains 156618 members 
Mstep: Class 15 contains 25178 members 
Mstep: Class 16 contains 11301 members 
Mstep: Class 17 contains 10128 members 
Mstep: Class 18 contains 9039 members 
Mstep: Class 19 contains 14771 members 
Mstep: Class 20 contains 12271 members 
Mstep: Class 21 contains 172507 members 
Mstep: Class 22 contains 29469 members 
Mstep: Class 23 contains 28616 members 
Mstep: Class 24 contains 82394 members 
Mstep: Class 25 contains 23912 members 
Mstep: Class 26 contains 13405 members 
Mstep: Class 27 contains 329688 members 
Mstep: Class 28 contains 197145 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10073 members 
Mstep: Class 31 contains 8956 members 
Mstep: Class 32 contains 83802 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 231927 members 
Mstep: Class 35 contains 90357 members 
Mstep: Class 36 contains 23240 members 
Mstep: Class 37 contains 7762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235484208.000000 Penalty: 133086.203125
Iteration 124Q: 38 clusters Score -2.354842e+08 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 13712 members 
Mstep: Class 3 contains 14269 members 
Mstep: Class 4 contains 3410 members 
Mstep: Class 5 contains 42387 members 
Mstep: Class 6 contains 5989 members 
Mstep: Class 7 contains 5674 members 
Mstep: Class 8 contains 194059 members 
Mstep: Class 9 contains 1592 members 
Mstep: Class 10 contains 28318 members 
Mstep: Class 11 contains 17327 members 
Mstep: Class 12 contains 16808 members 
Mstep: Class 13 contains 56050 members 
Mstep: Class 14 contains 156611 members 
Mstep: Class 15 contains 25344 members 
Mstep: Class 16 contains 11307 members 
Mstep: Class 17 contains 10125 members 
Mstep: Class 18 contains 9034 members 
Mstep: Class 19 contains 14764 members 
Mstep: Class 20 contains 12276 members 
Mstep: Class 21 contains 172437 members 
Mstep: Class 22 contains 29480 members 
Mstep: Class 23 contains 28498 members 
Mstep: Class 24 contains 82400 members 
Mstep: Class 25 contains 23917 members 
Mstep: Class 26 contains 13415 members 
Mstep: Class 27 contains 329807 members 
Mstep: Class 28 contains 197288 members 
Mstep: Class 29 contains 1022 members 
Mstep: Class 30 contains 10070 members 
Mstep: Class 31 contains 8962 members 
Mstep: Class 32 contains 83810 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 231753 members 
Mstep: Class 35 contains 90380 members 
Mstep: Class 36 contains 23115 members 
Mstep: Class 37 contains 7773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235484768.000000 Penalty: 133086.203125
Iteration 125Q: 38 clusters Score -2.354848e+08 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 13716 members 
Mstep: Class 3 contains 14272 members 
Mstep: Class 4 contains 3403 members 
Mstep: Class 5 contains 42398 members 
Mstep: Class 6 contains 5988 members 
Mstep: Class 7 contains 5634 members 
Mstep: Class 8 contains 194054 members 
Mstep: Class 9 contains 1592 members 
Mstep: Class 10 contains 28320 members 
Mstep: Class 11 contains 17313 members 
Mstep: Class 12 contains 16808 members 
Mstep: Class 13 contains 56055 members 
Mstep: Class 14 contains 156599 members 
Mstep: Class 15 contains 25487 members 
Mstep: Class 16 contains 11318 members 
Mstep: Class 17 contains 10122 members 
Mstep: Class 18 contains 9031 members 
Mstep: Class 19 contains 14757 members 
Mstep: Class 20 contains 12287 members 
Mstep: Class 21 contains 172395 members 
Mstep: Class 22 contains 29501 members 
Mstep: Class 23 contains 28382 members 
Mstep: Class 24 contains 82404 members 
Mstep: Class 25 contains 23935 members 
Mstep: Class 26 contains 13416 members 
Mstep: Class 27 contains 329917 members 
Mstep: Class 28 contains 197426 members 
Mstep: Class 29 contains 1022 members 
Mstep: Class 30 contains 10072 members 
Mstep: Class 31 contains 8961 members 
Mstep: Class 32 contains 83825 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 231578 members 
Mstep: Class 35 contains 90401 members 
Mstep: Class 36 contains 23007 members 
Mstep: Class 37 contains 7783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235484640.000000 Penalty: 133086.203125
Iteration 126Q: 38 clusters Score -2.354846e+08 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 13723 members 
Mstep: Class 3 contains 14274 members 
Mstep: Class 4 contains 3399 members 
Mstep: Class 5 contains 42410 members 
Mstep: Class 6 contains 5989 members 
Mstep: Class 7 contains 5594 members 
Mstep: Class 8 contains 194024 members 
Mstep: Class 9 contains 1592 members 
Mstep: Class 10 contains 28321 members 
Mstep: Class 11 contains 17295 members 
Mstep: Class 12 contains 16804 members 
Mstep: Class 13 contains 56044 members 
Mstep: Class 14 contains 156582 members 
Mstep: Class 15 contains 25624 members 
Mstep: Class 16 contains 11326 members 
Mstep: Class 17 contains 10122 members 
Mstep: Class 18 contains 9033 members 
Mstep: Class 19 contains 14749 members 
Mstep: Class 20 contains 12292 members 
Mstep: Class 21 contains 172336 members 
Mstep: Class 22 contains 29529 members 
Mstep: Class 23 contains 28257 members 
Mstep: Class 24 contains 82412 members 
Mstep: Class 25 contains 23955 members 
Mstep: Class 26 contains 13431 members 
Mstep: Class 27 contains 330057 members 
Mstep: Class 28 contains 197590 members 
Mstep: Class 29 contains 1024 members 
Mstep: Class 30 contains 10069 members 
Mstep: Class 31 contains 8963 members 
Mstep: Class 32 contains 83823 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 231428 members 
Mstep: Class 35 contains 90408 members 
Mstep: Class 36 contains 22896 members 
Mstep: Class 37 contains 7792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235484800.000000 Penalty: 133086.203125
Iteration 127Q: 38 clusters Score -2.354848e+08 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 13729 members 
Mstep: Class 3 contains 14270 members 
Mstep: Class 4 contains 3393 members 
Mstep: Class 5 contains 42414 members 
Mstep: Class 6 contains 5987 members 
Mstep: Class 7 contains 5543 members 
Mstep: Class 8 contains 193995 members 
Mstep: Class 9 contains 1592 members 
Mstep: Class 10 contains 28323 members 
Mstep: Class 11 contains 17283 members 
Mstep: Class 12 contains 16794 members 
Mstep: Class 13 contains 56038 members 
Mstep: Class 14 contains 156563 members 
Mstep: Class 15 contains 25746 members 
Mstep: Class 16 contains 11334 members 
Mstep: Class 17 contains 10120 members 
Mstep: Class 18 contains 9033 members 
Mstep: Class 19 contains 14744 members 
Mstep: Class 20 contains 12298 members 
Mstep: Class 21 contains 172303 members 
Mstep: Class 22 contains 29559 members 
Mstep: Class 23 contains 28126 members 
Mstep: Class 24 contains 82408 members 
Mstep: Class 25 contains 23981 members 
Mstep: Class 26 contains 13439 members 
Mstep: Class 27 contains 330222 members 
Mstep: Class 28 contains 197712 members 
Mstep: Class 29 contains 1024 members 
Mstep: Class 30 contains 10070 members 
Mstep: Class 31 contains 8969 members 
Mstep: Class 32 contains 83843 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 231269 members 
Mstep: Class 35 contains 90403 members 
Mstep: Class 36 contains 22822 members 
Mstep: Class 37 contains 7807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235484704.000000 Penalty: 133086.203125
Iteration 128Q: 38 clusters Score -2.354847e+08 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 13735 members 
Mstep: Class 3 contains 14267 members 
Mstep: Class 4 contains 3394 members 
Mstep: Class 5 contains 42427 members 
Mstep: Class 6 contains 5986 members 
Mstep: Class 7 contains 5504 members 
Mstep: Class 8 contains 193987 members 
Mstep: Class 9 contains 1592 members 
Mstep: Class 10 contains 28315 members 
Mstep: Class 11 contains 17278 members 
Mstep: Class 12 contains 16789 members 
Mstep: Class 13 contains 56038 members 
Mstep: Class 14 contains 156546 members 
Mstep: Class 15 contains 25870 members 
Mstep: Class 16 contains 11342 members 
Mstep: Class 17 contains 10124 members 
Mstep: Class 18 contains 9025 members 
Mstep: Class 19 contains 14745 members 
Mstep: Class 20 contains 12304 members 
Mstep: Class 21 contains 172251 members 
Mstep: Class 22 contains 29566 members 
Mstep: Class 23 contains 28005 members 
Mstep: Class 24 contains 82416 members 
Mstep: Class 25 contains 24001 members 
Mstep: Class 26 contains 13447 members 
Mstep: Class 27 contains 330346 members 
Mstep: Class 28 contains 197892 members 
Mstep: Class 29 contains 1023 members 
Mstep: Class 30 contains 10061 members 
Mstep: Class 31 contains 8973 members 
Mstep: Class 32 contains 83847 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 231065 members 
Mstep: Class 35 contains 90426 members 
Mstep: Class 36 contains 22744 members 
Mstep: Class 37 contains 7817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235484896.000000 Penalty: 133086.203125
Iteration 129Q: 38 clusters Score -2.354849e+08 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 13742 members 
Mstep: Class 3 contains 14266 members 
Mstep: Class 4 contains 3388 members 
Mstep: Class 5 contains 42434 members 
Mstep: Class 6 contains 5985 members 
Mstep: Class 7 contains 5480 members 
Mstep: Class 8 contains 194006 members 
Mstep: Class 9 contains 1592 members 
Mstep: Class 10 contains 28315 members 
Mstep: Class 11 contains 17272 members 
Mstep: Class 12 contains 16780 members 
Mstep: Class 13 contains 56038 members 
Mstep: Class 14 contains 156532 members 
Mstep: Class 15 contains 25988 members 
Mstep: Class 16 contains 11350 members 
Mstep: Class 17 contains 10129 members 
Mstep: Class 18 contains 9024 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 20 contains 12306 members 
Mstep: Class 21 contains 172224 members 
Mstep: Class 22 contains 29586 members 
Mstep: Class 23 contains 27891 members 
Mstep: Class 24 contains 82414 members 
Mstep: Class 25 contains 24017 members 
Mstep: Class 26 contains 13445 members 
Mstep: Class 27 contains 330478 members 
Mstep: Class 28 contains 198098 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10057 members 
Mstep: Class 31 contains 8977 members 
Mstep: Class 32 contains 83857 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 230801 members 
Mstep: Class 35 contains 90450 members 
Mstep: Class 36 contains 22634 members 
Mstep: Class 37 contains 7829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235484928.000000 Penalty: 133086.203125
Iteration 130Q: 38 clusters Score -2.354849e+08 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 13747 members 
Mstep: Class 3 contains 14266 members 
Mstep: Class 4 contains 3382 members 
Mstep: Class 5 contains 42430 members 
Mstep: Class 6 contains 5984 members 
Mstep: Class 7 contains 5442 members 
Mstep: Class 8 contains 194037 members 
Mstep: Class 9 contains 1592 members 
Mstep: Class 10 contains 28323 members 
Mstep: Class 11 contains 17262 members 
Mstep: Class 12 contains 16777 members 
Mstep: Class 13 contains 56042 members 
Mstep: Class 14 contains 156528 members 
Mstep: Class 15 contains 26125 members 
Mstep: Class 16 contains 11357 members 
Mstep: Class 17 contains 10128 members 
Mstep: Class 18 contains 9025 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 20 contains 12308 members 
Mstep: Class 21 contains 172185 members 
Mstep: Class 22 contains 29608 members 
Mstep: Class 23 contains 27762 members 
Mstep: Class 24 contains 82401 members 
Mstep: Class 25 contains 24036 members 
Mstep: Class 26 contains 13442 members 
Mstep: Class 27 contains 330615 members 
Mstep: Class 28 contains 198263 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10053 members 
Mstep: Class 31 contains 8983 members 
Mstep: Class 32 contains 83868 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 230574 members 
Mstep: Class 35 contains 90457 members 
Mstep: Class 36 contains 22544 members 
Mstep: Class 37 contains 7838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235484992.000000 Penalty: 133086.203125
Iteration 131Q: 38 clusters Score -2.35485e+08 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 13750 members 
Mstep: Class 3 contains 14262 members 
Mstep: Class 4 contains 3377 members 
Mstep: Class 5 contains 42429 members 
Mstep: Class 6 contains 5979 members 
Mstep: Class 7 contains 5412 members 
Mstep: Class 8 contains 194065 members 
Mstep: Class 9 contains 1592 members 
Mstep: Class 10 contains 28333 members 
Mstep: Class 11 contains 17252 members 
Mstep: Class 12 contains 16777 members 
Mstep: Class 13 contains 56047 members 
Mstep: Class 14 contains 156519 members 
Mstep: Class 15 contains 26272 members 
Mstep: Class 16 contains 11364 members 
Mstep: Class 17 contains 10123 members 
Mstep: Class 18 contains 9024 members 
Mstep: Class 19 contains 14738 members 
Mstep: Class 20 contains 12306 members 
Mstep: Class 21 contains 172146 members 
Mstep: Class 22 contains 29630 members 
Mstep: Class 23 contains 27655 members 
Mstep: Class 24 contains 82399 members 
Mstep: Class 25 contains 24058 members 
Mstep: Class 26 contains 13443 members 
Mstep: Class 27 contains 330721 members 
Mstep: Class 28 contains 198397 members 
Mstep: Class 29 contains 1022 members 
Mstep: Class 30 contains 10056 members 
Mstep: Class 31 contains 8992 members 
Mstep: Class 32 contains 83860 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 230401 members 
Mstep: Class 35 contains 90472 members 
Mstep: Class 36 contains 22426 members 
Mstep: Class 37 contains 7842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235484928.000000 Penalty: 133086.203125
Iteration 132Q: 38 clusters Score -2.354849e+08 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 13746 members 
Mstep: Class 3 contains 14252 members 
Mstep: Class 4 contains 3373 members 
Mstep: Class 5 contains 42432 members 
Mstep: Class 6 contains 5976 members 
Mstep: Class 7 contains 5364 members 
Mstep: Class 8 contains 194096 members 
Mstep: Class 9 contains 1592 members 
Mstep: Class 10 contains 28340 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 16781 members 
Mstep: Class 13 contains 56046 members 
Mstep: Class 14 contains 156505 members 
Mstep: Class 15 contains 26379 members 
Mstep: Class 16 contains 11371 members 
Mstep: Class 17 contains 10125 members 
Mstep: Class 18 contains 9028 members 
Mstep: Class 19 contains 14736 members 
Mstep: Class 20 contains 12304 members 
Mstep: Class 21 contains 172099 members 
Mstep: Class 22 contains 29642 members 
Mstep: Class 23 contains 27562 members 
Mstep: Class 24 contains 82388 members 
Mstep: Class 25 contains 24087 members 
Mstep: Class 26 contains 13442 members 
Mstep: Class 27 contains 330806 members 
Mstep: Class 28 contains 198544 members 
Mstep: Class 29 contains 1022 members 
Mstep: Class 30 contains 10057 members 
Mstep: Class 31 contains 9001 members 
Mstep: Class 32 contains 83843 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 230258 members 
Mstep: Class 35 contains 90505 members 
Mstep: Class 36 contains 22334 members 
Mstep: Class 37 contains 7850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235485568.000000 Penalty: 133086.203125
Iteration 133Q: 38 clusters Score -2.354856e+08 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 13745 members 
Mstep: Class 3 contains 14246 members 
Mstep: Class 4 contains 3374 members 
Mstep: Class 5 contains 42423 members 
Mstep: Class 6 contains 5976 members 
Mstep: Class 7 contains 5322 members 
Mstep: Class 8 contains 194113 members 
Mstep: Class 9 contains 1592 members 
Mstep: Class 10 contains 28347 members 
Mstep: Class 11 contains 17251 members 
Mstep: Class 12 contains 16789 members 
Mstep: Class 13 contains 56048 members 
Mstep: Class 14 contains 156493 members 
Mstep: Class 15 contains 26482 members 
Mstep: Class 16 contains 11375 members 
Mstep: Class 17 contains 10123 members 
Mstep: Class 18 contains 9025 members 
Mstep: Class 19 contains 14740 members 
Mstep: Class 20 contains 12303 members 
Mstep: Class 21 contains 172081 members 
Mstep: Class 22 contains 29658 members 
Mstep: Class 23 contains 27464 members 
Mstep: Class 24 contains 82389 members 
Mstep: Class 25 contains 24110 members 
Mstep: Class 26 contains 13449 members 
Mstep: Class 27 contains 330906 members 
Mstep: Class 28 contains 198669 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10056 members 
Mstep: Class 31 contains 9004 members 
Mstep: Class 32 contains 83838 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 230074 members 
Mstep: Class 35 contains 90553 members 
Mstep: Class 36 contains 22244 members 
Mstep: Class 37 contains 7855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235485856.000000 Penalty: 133086.203125
Iteration 134Q: 38 clusters Score -2.354859e+08 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 13741 members 
Mstep: Class 3 contains 14236 members 
Mstep: Class 4 contains 3375 members 
Mstep: Class 5 contains 42413 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 5286 members 
Mstep: Class 8 contains 194145 members 
Mstep: Class 9 contains 1592 members 
Mstep: Class 10 contains 28364 members 
Mstep: Class 11 contains 17248 members 
Mstep: Class 12 contains 16793 members 
Mstep: Class 13 contains 56044 members 
Mstep: Class 14 contains 156482 members 
Mstep: Class 15 contains 26626 members 
Mstep: Class 16 contains 11381 members 
Mstep: Class 17 contains 10128 members 
Mstep: Class 18 contains 9026 members 
Mstep: Class 19 contains 14743 members 
Mstep: Class 20 contains 12295 members 
Mstep: Class 21 contains 172045 members 
Mstep: Class 22 contains 29679 members 
Mstep: Class 23 contains 27385 members 
Mstep: Class 24 contains 82396 members 
Mstep: Class 25 contains 24127 members 
Mstep: Class 26 contains 13452 members 
Mstep: Class 27 contains 330975 members 
Mstep: Class 28 contains 198806 members 
Mstep: Class 29 contains 1017 members 
Mstep: Class 30 contains 10054 members 
Mstep: Class 31 contains 9007 members 
Mstep: Class 32 contains 83841 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 229870 members 
Mstep: Class 35 contains 90568 members 
Mstep: Class 36 contains 22162 members 
Mstep: Class 37 contains 7858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486000.000000 Penalty: 133086.203125
Iteration 135Q: 38 clusters Score -2.35486e+08 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 13735 members 
Mstep: Class 3 contains 14222 members 
Mstep: Class 4 contains 3365 members 
Mstep: Class 5 contains 42407 members 
Mstep: Class 6 contains 5976 members 
Mstep: Class 7 contains 5251 members 
Mstep: Class 8 contains 194166 members 
Mstep: Class 9 contains 1592 members 
Mstep: Class 10 contains 28387 members 
Mstep: Class 11 contains 17244 members 
Mstep: Class 12 contains 16794 members 
Mstep: Class 13 contains 56044 members 
Mstep: Class 14 contains 156472 members 
Mstep: Class 15 contains 26757 members 
Mstep: Class 16 contains 11385 members 
Mstep: Class 17 contains 10121 members 
Mstep: Class 18 contains 9031 members 
Mstep: Class 19 contains 14744 members 
Mstep: Class 20 contains 12294 members 
Mstep: Class 21 contains 172017 members 
Mstep: Class 22 contains 29711 members 
Mstep: Class 23 contains 27312 members 
Mstep: Class 24 contains 82398 members 
Mstep: Class 25 contains 24149 members 
Mstep: Class 26 contains 13458 members 
Mstep: Class 27 contains 331055 members 
Mstep: Class 28 contains 198978 members 
Mstep: Class 29 contains 1017 members 
Mstep: Class 30 contains 10057 members 
Mstep: Class 31 contains 9010 members 
Mstep: Class 32 contains 83828 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 229626 members 
Mstep: Class 35 contains 90584 members 
Mstep: Class 36 contains 22088 members 
Mstep: Class 37 contains 7864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235485984.000000 Penalty: 133086.203125
Iteration 136Q: 38 clusters Score -2.35486e+08 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 13723 members 
Mstep: Class 3 contains 14206 members 
Mstep: Class 4 contains 3360 members 
Mstep: Class 5 contains 42407 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 5225 members 
Mstep: Class 8 contains 194189 members 
Mstep: Class 9 contains 1591 members 
Mstep: Class 10 contains 28401 members 
Mstep: Class 11 contains 17245 members 
Mstep: Class 12 contains 16794 members 
Mstep: Class 13 contains 56044 members 
Mstep: Class 14 contains 156462 members 
Mstep: Class 15 contains 26881 members 
Mstep: Class 16 contains 11393 members 
Mstep: Class 17 contains 10116 members 
Mstep: Class 18 contains 9036 members 
Mstep: Class 19 contains 14743 members 
Mstep: Class 20 contains 12292 members 
Mstep: Class 21 contains 171984 members 
Mstep: Class 22 contains 29744 members 
Mstep: Class 23 contains 27244 members 
Mstep: Class 24 contains 82401 members 
Mstep: Class 25 contains 24162 members 
Mstep: Class 26 contains 13463 members 
Mstep: Class 27 contains 331128 members 
Mstep: Class 28 contains 199180 members 
Mstep: Class 29 contains 1017 members 
Mstep: Class 30 contains 10056 members 
Mstep: Class 31 contains 9009 members 
Mstep: Class 32 contains 83813 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 229364 members 
Mstep: Class 35 contains 90590 members 
Mstep: Class 36 contains 22034 members 
Mstep: Class 37 contains 7871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486368.000000 Penalty: 133086.203125
Iteration 137Q: 38 clusters Score -2.354864e+08 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 13717 members 
Mstep: Class 3 contains 14189 members 
Mstep: Class 4 contains 3354 members 
Mstep: Class 5 contains 42421 members 
Mstep: Class 6 contains 5974 members 
Mstep: Class 7 contains 5205 members 
Mstep: Class 8 contains 194183 members 
Mstep: Class 9 contains 1591 members 
Mstep: Class 10 contains 28411 members 
Mstep: Class 11 contains 17241 members 
Mstep: Class 12 contains 16797 members 
Mstep: Class 13 contains 56033 members 
Mstep: Class 14 contains 156467 members 
Mstep: Class 15 contains 26977 members 
Mstep: Class 16 contains 11398 members 
Mstep: Class 17 contains 10112 members 
Mstep: Class 18 contains 9036 members 
Mstep: Class 19 contains 14736 members 
Mstep: Class 20 contains 12294 members 
Mstep: Class 21 contains 171955 members 
Mstep: Class 22 contains 29756 members 
Mstep: Class 23 contains 27175 members 
Mstep: Class 24 contains 82407 members 
Mstep: Class 25 contains 24176 members 
Mstep: Class 26 contains 13473 members 
Mstep: Class 27 contains 331210 members 
Mstep: Class 28 contains 199383 members 
Mstep: Class 29 contains 1017 members 
Mstep: Class 30 contains 10053 members 
Mstep: Class 31 contains 9014 members 
Mstep: Class 32 contains 83801 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 229104 members 
Mstep: Class 35 contains 90619 members 
Mstep: Class 36 contains 21986 members 
Mstep: Class 37 contains 7877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486608.000000 Penalty: 133086.203125
Iteration 138Q: 38 clusters Score -2.354866e+08 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 13719 members 
Mstep: Class 3 contains 14177 members 
Mstep: Class 4 contains 3347 members 
Mstep: Class 5 contains 42425 members 
Mstep: Class 6 contains 5972 members 
Mstep: Class 7 contains 5188 members 
Mstep: Class 8 contains 194196 members 
Mstep: Class 9 contains 1591 members 
Mstep: Class 10 contains 28428 members 
Mstep: Class 11 contains 17240 members 
Mstep: Class 12 contains 16802 members 
Mstep: Class 13 contains 56031 members 
Mstep: Class 14 contains 156458 members 
Mstep: Class 15 contains 27083 members 
Mstep: Class 16 contains 11404 members 
Mstep: Class 17 contains 10110 members 
Mstep: Class 18 contains 9039 members 
Mstep: Class 19 contains 14735 members 
Mstep: Class 20 contains 12295 members 
Mstep: Class 21 contains 171921 members 
Mstep: Class 22 contains 29768 members 
Mstep: Class 23 contains 27108 members 
Mstep: Class 24 contains 82406 members 
Mstep: Class 25 contains 24190 members 
Mstep: Class 26 contains 13483 members 
Mstep: Class 27 contains 331263 members 
Mstep: Class 28 contains 199516 members 
Mstep: Class 29 contains 1016 members 
Mstep: Class 30 contains 10051 members 
Mstep: Class 31 contains 9018 members 
Mstep: Class 32 contains 83786 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 228923 members 
Mstep: Class 35 contains 90647 members 
Mstep: Class 36 contains 21918 members 
Mstep: Class 37 contains 7885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486592.000000 Penalty: 133086.203125
Iteration 139Q: 38 clusters Score -2.354866e+08 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 13716 members 
Mstep: Class 3 contains 14165 members 
Mstep: Class 4 contains 3350 members 
Mstep: Class 5 contains 42423 members 
Mstep: Class 6 contains 5970 members 
Mstep: Class 7 contains 5172 members 
Mstep: Class 8 contains 194195 members 
Mstep: Class 9 contains 1591 members 
Mstep: Class 10 contains 28435 members 
Mstep: Class 11 contains 17235 members 
Mstep: Class 12 contains 16809 members 
Mstep: Class 13 contains 56037 members 
Mstep: Class 14 contains 156451 members 
Mstep: Class 15 contains 27173 members 
Mstep: Class 16 contains 11409 members 
Mstep: Class 17 contains 10109 members 
Mstep: Class 18 contains 9034 members 
Mstep: Class 19 contains 14738 members 
Mstep: Class 20 contains 12295 members 
Mstep: Class 21 contains 171911 members 
Mstep: Class 22 contains 29775 members 
Mstep: Class 23 contains 27032 members 
Mstep: Class 24 contains 82408 members 
Mstep: Class 25 contains 24207 members 
Mstep: Class 26 contains 13493 members 
Mstep: Class 27 contains 331343 members 
Mstep: Class 28 contains 199633 members 
Mstep: Class 29 contains 1016 members 
Mstep: Class 30 contains 10049 members 
Mstep: Class 31 contains 9017 members 
Mstep: Class 32 contains 83773 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 228765 members 
Mstep: Class 35 contains 90669 members 
Mstep: Class 36 contains 21843 members 
Mstep: Class 37 contains 7895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486480.000000 Penalty: 133086.203125
Iteration 140F: 38 clusters Score -2.354865e+08 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 13722 members 
Mstep: Class 3 contains 14156 members 
Mstep: Class 4 contains 3357 members 
Mstep: Class 5 contains 42414 members 
Mstep: Class 6 contains 5966 members 
Mstep: Class 7 contains 5147 members 
Mstep: Class 8 contains 194205 members 
Mstep: Class 9 contains 1591 members 
Mstep: Class 10 contains 28444 members 
Mstep: Class 11 contains 17227 members 
Mstep: Class 12 contains 16808 members 
Mstep: Class 13 contains 56042 members 
Mstep: Class 14 contains 156437 members 
Mstep: Class 15 contains 27262 members 
Mstep: Class 16 contains 11416 members 
Mstep: Class 17 contains 10109 members 
Mstep: Class 18 contains 9035 members 
Mstep: Class 19 contains 14738 members 
Mstep: Class 20 contains 12298 members 
Mstep: Class 21 contains 171884 members 
Mstep: Class 22 contains 29794 members 
Mstep: Class 23 contains 26971 members 
Mstep: Class 24 contains 82405 members 
Mstep: Class 25 contains 24222 members 
Mstep: Class 26 contains 13491 members 
Mstep: Class 27 contains 331410 members 
Mstep: Class 28 contains 199721 members 
Mstep: Class 29 contains 1016 members 
Mstep: Class 30 contains 10042 members 
Mstep: Class 31 contains 9016 members 
Mstep: Class 32 contains 83769 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 228615 members 
Mstep: Class 35 contains 90705 members 
Mstep: Class 36 contains 21794 members 
Mstep: Class 37 contains 7906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486800.000000 Penalty: 133086.203125
Iteration 141Q: 38 clusters Score -2.354868e+08 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 13725 members 
Mstep: Class 3 contains 14141 members 
Mstep: Class 4 contains 3357 members 
Mstep: Class 5 contains 42417 members 
Mstep: Class 6 contains 5961 members 
Mstep: Class 7 contains 5134 members 
Mstep: Class 8 contains 194222 members 
Mstep: Class 9 contains 1591 members 
Mstep: Class 10 contains 28450 members 
Mstep: Class 11 contains 17223 members 
Mstep: Class 12 contains 16803 members 
Mstep: Class 13 contains 56041 members 
Mstep: Class 14 contains 156422 members 
Mstep: Class 15 contains 27369 members 
Mstep: Class 16 contains 11422 members 
Mstep: Class 17 contains 10109 members 
Mstep: Class 18 contains 9037 members 
Mstep: Class 19 contains 14746 members 
Mstep: Class 20 contains 12295 members 
Mstep: Class 21 contains 171879 members 
Mstep: Class 22 contains 29785 members 
Mstep: Class 23 contains 26916 members 
Mstep: Class 24 contains 82394 members 
Mstep: Class 25 contains 24228 members 
Mstep: Class 26 contains 13499 members 
Mstep: Class 27 contains 331477 members 
Mstep: Class 28 contains 199809 members 
Mstep: Class 29 contains 1016 members 
Mstep: Class 30 contains 10039 members 
Mstep: Class 31 contains 9014 members 
Mstep: Class 32 contains 83760 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 228441 members 
Mstep: Class 35 contains 90736 members 
Mstep: Class 36 contains 21767 members 
Mstep: Class 37 contains 7911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486784.000000 Penalty: 133086.203125
Iteration 142Q: 38 clusters Score -2.354868e+08 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 13730 members 
Mstep: Class 3 contains 14134 members 
Mstep: Class 4 contains 3353 members 
Mstep: Class 5 contains 42414 members 
Mstep: Class 6 contains 5958 members 
Mstep: Class 7 contains 5117 members 
Mstep: Class 8 contains 194260 members 
Mstep: Class 9 contains 1591 members 
Mstep: Class 10 contains 28460 members 
Mstep: Class 11 contains 17221 members 
Mstep: Class 12 contains 16798 members 
Mstep: Class 13 contains 56040 members 
Mstep: Class 14 contains 156403 members 
Mstep: Class 15 contains 27478 members 
Mstep: Class 16 contains 11428 members 
Mstep: Class 17 contains 10102 members 
Mstep: Class 18 contains 9036 members 
Mstep: Class 19 contains 14751 members 
Mstep: Class 20 contains 12295 members 
Mstep: Class 21 contains 171873 members 
Mstep: Class 22 contains 29775 members 
Mstep: Class 23 contains 26865 members 
Mstep: Class 24 contains 82386 members 
Mstep: Class 25 contains 24237 members 
Mstep: Class 26 contains 13501 members 
Mstep: Class 27 contains 331545 members 
Mstep: Class 28 contains 199856 members 
Mstep: Class 29 contains 1018 members 
Mstep: Class 30 contains 10040 members 
Mstep: Class 31 contains 9015 members 
Mstep: Class 32 contains 83755 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 228265 members 
Mstep: Class 35 contains 90757 members 
Mstep: Class 36 contains 21756 members 
Mstep: Class 37 contains 7916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235487136.000000 Penalty: 133086.203125
Iteration 143Q: 38 clusters Score -2.354871e+08 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 13730 members 
Mstep: Class 3 contains 14127 members 
Mstep: Class 4 contains 3349 members 
Mstep: Class 5 contains 42407 members 
Mstep: Class 6 contains 5959 members 
Mstep: Class 7 contains 5103 members 
Mstep: Class 8 contains 194255 members 
Mstep: Class 9 contains 1591 members 
Mstep: Class 10 contains 28473 members 
Mstep: Class 11 contains 17220 members 
Mstep: Class 12 contains 16794 members 
Mstep: Class 13 contains 56038 members 
Mstep: Class 14 contains 156384 members 
Mstep: Class 15 contains 27556 members 
Mstep: Class 16 contains 11432 members 
Mstep: Class 17 contains 10097 members 
Mstep: Class 18 contains 9037 members 
Mstep: Class 19 contains 14757 members 
Mstep: Class 20 contains 12294 members 
Mstep: Class 21 contains 171881 members 
Mstep: Class 22 contains 29784 members 
Mstep: Class 23 contains 26815 members 
Mstep: Class 24 contains 82390 members 
Mstep: Class 25 contains 24243 members 
Mstep: Class 26 contains 13500 members 
Mstep: Class 27 contains 331596 members 
Mstep: Class 28 contains 199931 members 
Mstep: Class 29 contains 1018 members 
Mstep: Class 30 contains 10035 members 
Mstep: Class 31 contains 9013 members 
Mstep: Class 32 contains 83737 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 228143 members 
Mstep: Class 35 contains 90780 members 
Mstep: Class 36 contains 21740 members 
Mstep: Class 37 contains 7918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235487616.000000 Penalty: 133086.203125
Iteration 144Q: 38 clusters Score -2.354876e+08 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 13739 members 
Mstep: Class 3 contains 14124 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 42397 members 
Mstep: Class 6 contains 5959 members 
Mstep: Class 7 contains 5090 members 
Mstep: Class 8 contains 194252 members 
Mstep: Class 9 contains 1591 members 
Mstep: Class 10 contains 28492 members 
Mstep: Class 11 contains 17217 members 
Mstep: Class 12 contains 16790 members 
Mstep: Class 13 contains 56039 members 
Mstep: Class 14 contains 156360 members 
Mstep: Class 15 contains 27631 members 
Mstep: Class 16 contains 11434 members 
Mstep: Class 17 contains 10091 members 
Mstep: Class 18 contains 9039 members 
Mstep: Class 19 contains 14764 members 
Mstep: Class 20 contains 12296 members 
Mstep: Class 21 contains 171878 members 
Mstep: Class 22 contains 29807 members 
Mstep: Class 23 contains 26746 members 
Mstep: Class 24 contains 82389 members 
Mstep: Class 25 contains 24245 members 
Mstep: Class 26 contains 13501 members 
Mstep: Class 27 contains 331673 members 
Mstep: Class 28 contains 199971 members 
Mstep: Class 29 contains 1018 members 
Mstep: Class 30 contains 10041 members 
Mstep: Class 31 contains 9014 members 
Mstep: Class 32 contains 83728 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 228015 members 
Mstep: Class 35 contains 90805 members 
Mstep: Class 36 contains 21720 members 
Mstep: Class 37 contains 7924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235488304.000000 Penalty: 133086.203125
Iteration 145Q: 38 clusters Score -2.354883e+08 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 13738 members 
Mstep: Class 3 contains 14127 members 
Mstep: Class 4 contains 3342 members 
Mstep: Class 5 contains 42388 members 
Mstep: Class 6 contains 5958 members 
Mstep: Class 7 contains 5079 members 
Mstep: Class 8 contains 194250 members 
Mstep: Class 9 contains 1591 members 
Mstep: Class 10 contains 28498 members 
Mstep: Class 11 contains 17211 members 
Mstep: Class 12 contains 16791 members 
Mstep: Class 13 contains 56043 members 
Mstep: Class 14 contains 156340 members 
Mstep: Class 15 contains 27703 members 
Mstep: Class 16 contains 11438 members 
Mstep: Class 17 contains 10086 members 
Mstep: Class 18 contains 9038 members 
Mstep: Class 19 contains 14762 members 
Mstep: Class 20 contains 12301 members 
Mstep: Class 21 contains 171879 members 
Mstep: Class 22 contains 29813 members 
Mstep: Class 23 contains 26688 members 
Mstep: Class 24 contains 82391 members 
Mstep: Class 25 contains 24244 members 
Mstep: Class 26 contains 13502 members 
Mstep: Class 27 contains 331748 members 
Mstep: Class 28 contains 200017 members 
Mstep: Class 29 contains 1018 members 
Mstep: Class 30 contains 10042 members 
Mstep: Class 31 contains 9013 members 
Mstep: Class 32 contains 83723 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 227888 members 
Mstep: Class 35 contains 90822 members 
Mstep: Class 36 contains 21716 members 
Mstep: Class 37 contains 7931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235488128.000000 Penalty: 133086.203125
Iteration 146Q: 38 clusters Score -2.354881e+08 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 13734 members 
Mstep: Class 3 contains 14119 members 
Mstep: Class 4 contains 3338 members 
Mstep: Class 5 contains 42381 members 
Mstep: Class 6 contains 5957 members 
Mstep: Class 7 contains 5061 members 
Mstep: Class 8 contains 194258 members 
Mstep: Class 9 contains 1591 members 
Mstep: Class 10 contains 28498 members 
Mstep: Class 11 contains 17212 members 
Mstep: Class 12 contains 16791 members 
Mstep: Class 13 contains 56042 members 
Mstep: Class 14 contains 156322 members 
Mstep: Class 15 contains 27765 members 
Mstep: Class 16 contains 11440 members 
Mstep: Class 17 contains 10084 members 
Mstep: Class 18 contains 9039 members 
Mstep: Class 19 contains 14765 members 
Mstep: Class 20 contains 12306 members 
Mstep: Class 21 contains 171878 members 
Mstep: Class 22 contains 29821 members 
Mstep: Class 23 contains 26624 members 
Mstep: Class 24 contains 82392 members 
Mstep: Class 25 contains 24253 members 
Mstep: Class 26 contains 13509 members 
Mstep: Class 27 contains 331817 members 
Mstep: Class 28 contains 200031 members 
Mstep: Class 29 contains 1018 members 
Mstep: Class 30 contains 10050 members 
Mstep: Class 31 contains 9012 members 
Mstep: Class 32 contains 83719 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 227817 members 
Mstep: Class 35 contains 90838 members 
Mstep: Class 36 contains 21700 members 
Mstep: Class 37 contains 7936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235488640.000000 Penalty: 133086.203125
Iteration 147Q: 38 clusters Score -2.354886e+08 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 13731 members 
Mstep: Class 3 contains 14112 members 
Mstep: Class 4 contains 3337 members 
Mstep: Class 5 contains 42384 members 
Mstep: Class 6 contains 5955 members 
Mstep: Class 7 contains 5051 members 
Mstep: Class 8 contains 194250 members 
Mstep: Class 9 contains 1591 members 
Mstep: Class 10 contains 28502 members 
Mstep: Class 11 contains 17209 members 
Mstep: Class 12 contains 16795 members 
Mstep: Class 13 contains 56045 members 
Mstep: Class 14 contains 156316 members 
Mstep: Class 15 contains 27810 members 
Mstep: Class 16 contains 11444 members 
Mstep: Class 17 contains 10082 members 
Mstep: Class 18 contains 9043 members 
Mstep: Class 19 contains 14764 members 
Mstep: Class 20 contains 12308 members 
Mstep: Class 21 contains 171886 members 
Mstep: Class 22 contains 29825 members 
Mstep: Class 23 contains 26573 members 
Mstep: Class 24 contains 82386 members 
Mstep: Class 25 contains 24258 members 
Mstep: Class 26 contains 13512 members 
Mstep: Class 27 contains 331868 members 
Mstep: Class 28 contains 200031 members 
Mstep: Class 29 contains 1019 members 
Mstep: Class 30 contains 10058 members 
Mstep: Class 31 contains 9015 members 
Mstep: Class 32 contains 83713 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 227769 members 
Mstep: Class 35 contains 90853 members 
Mstep: Class 36 contains 21683 members 
Mstep: Class 37 contains 7942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235488400.000000 Penalty: 133086.203125
Iteration 148Q: 38 clusters Score -2.354884e+08 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 13733 members 
Mstep: Class 3 contains 14103 members 
Mstep: Class 4 contains 3334 members 
Mstep: Class 5 contains 42390 members 
Mstep: Class 6 contains 5953 members 
Mstep: Class 7 contains 5037 members 
Mstep: Class 8 contains 194268 members 
Mstep: Class 9 contains 1591 members 
Mstep: Class 10 contains 28506 members 
Mstep: Class 11 contains 17202 members 
Mstep: Class 12 contains 16798 members 
Mstep: Class 13 contains 56053 members 
Mstep: Class 14 contains 156304 members 
Mstep: Class 15 contains 27855 members 
Mstep: Class 16 contains 11451 members 
Mstep: Class 17 contains 10078 members 
Mstep: Class 18 contains 9041 members 
Mstep: Class 19 contains 14760 members 
Mstep: Class 20 contains 12310 members 
Mstep: Class 21 contains 171860 members 
Mstep: Class 22 contains 29827 members 
Mstep: Class 23 contains 26523 members 
Mstep: Class 24 contains 82388 members 
Mstep: Class 25 contains 24267 members 
Mstep: Class 26 contains 13518 members 
Mstep: Class 27 contains 331903 members 
Mstep: Class 28 contains 200043 members 
Mstep: Class 29 contains 1017 members 
Mstep: Class 30 contains 10055 members 
Mstep: Class 31 contains 9017 members 
Mstep: Class 32 contains 83704 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 227726 members 
Mstep: Class 35 contains 90883 members 
Mstep: Class 36 contains 21670 members 
Mstep: Class 37 contains 7950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235488304.000000 Penalty: 133086.203125
Iteration 149Q: 38 clusters Score -2.354883e+08 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 13734 members 
Mstep: Class 3 contains 14092 members 
Mstep: Class 4 contains 3334 members 
Mstep: Class 5 contains 42396 members 
Mstep: Class 6 contains 5952 members 
Mstep: Class 7 contains 5020 members 
Mstep: Class 8 contains 194276 members 
Mstep: Class 9 contains 1591 members 
Mstep: Class 10 contains 28510 members 
Mstep: Class 11 contains 17194 members 
Mstep: Class 12 contains 16793 members 
Mstep: Class 13 contains 56053 members 
Mstep: Class 14 contains 156294 members 
Mstep: Class 15 contains 27892 members 
Mstep: Class 16 contains 11453 members 
Mstep: Class 17 contains 10079 members 
Mstep: Class 18 contains 9042 members 
Mstep: Class 19 contains 14759 members 
Mstep: Class 20 contains 12308 members 
Mstep: Class 21 contains 171836 members 
Mstep: Class 22 contains 29836 members 
Mstep: Class 23 contains 26477 members 
Mstep: Class 24 contains 82388 members 
Mstep: Class 25 contains 24279 members 
Mstep: Class 26 contains 13524 members 
Mstep: Class 27 contains 331966 members 
Mstep: Class 28 contains 200025 members 
Mstep: Class 29 contains 1017 members 
Mstep: Class 30 contains 10056 members 
Mstep: Class 31 contains 9019 members 
Mstep: Class 32 contains 83697 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 227676 members 
Mstep: Class 35 contains 90921 members 
Mstep: Class 36 contains 21669 members 
Mstep: Class 37 contains 7959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235488480.000000 Penalty: 133086.203125
Iteration 150Q: 38 clusters Score -2.354885e+08 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 13740 members 
Mstep: Class 3 contains 14089 members 
Mstep: Class 4 contains 3336 members 
Mstep: Class 5 contains 42402 members 
Mstep: Class 6 contains 5950 members 
Mstep: Class 7 contains 5003 members 
Mstep: Class 8 contains 194275 members 
Mstep: Class 9 contains 1591 members 
Mstep: Class 10 contains 28519 members 
Mstep: Class 11 contains 17189 members 
Mstep: Class 12 contains 16790 members 
Mstep: Class 13 contains 56051 members 
Mstep: Class 14 contains 156284 members 
Mstep: Class 15 contains 27921 members 
Mstep: Class 16 contains 11456 members 
Mstep: Class 17 contains 10082 members 
Mstep: Class 18 contains 9044 members 
Mstep: Class 19 contains 14762 members 
Mstep: Class 20 contains 12310 members 
Mstep: Class 21 contains 171826 members 
Mstep: Class 22 contains 29846 members 
Mstep: Class 23 contains 26438 members 
Mstep: Class 24 contains 82388 members 
Mstep: Class 25 contains 24292 members 
Mstep: Class 26 contains 13527 members 
Mstep: Class 27 contains 332006 members 
Mstep: Class 28 contains 200003 members 
Mstep: Class 29 contains 1017 members 
Mstep: Class 30 contains 10055 members 
Mstep: Class 31 contains 9022 members 
Mstep: Class 32 contains 83689 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 227640 members 
Mstep: Class 35 contains 90952 members 
Mstep: Class 36 contains 21655 members 
Mstep: Class 37 contains 7965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235488576.000000 Penalty: 133086.203125
Iteration 151Q: 38 clusters Score -2.354886e+08 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 13743 members 
Mstep: Class 3 contains 14079 members 
Mstep: Class 4 contains 3336 members 
Mstep: Class 5 contains 42417 members 
Mstep: Class 6 contains 5951 members 
Mstep: Class 7 contains 4991 members 
Mstep: Class 8 contains 194294 members 
Mstep: Class 9 contains 1591 members 
Mstep: Class 10 contains 28527 members 
Mstep: Class 11 contains 17186 members 
Mstep: Class 12 contains 16787 members 
Mstep: Class 13 contains 56045 members 
Mstep: Class 14 contains 156271 members 
Mstep: Class 15 contains 27948 members 
Mstep: Class 16 contains 11453 members 
Mstep: Class 17 contains 10084 members 
Mstep: Class 18 contains 9046 members 
Mstep: Class 19 contains 14759 members 
Mstep: Class 20 contains 12313 members 
Mstep: Class 21 contains 171820 members 
Mstep: Class 22 contains 29853 members 
Mstep: Class 23 contains 26395 members 
Mstep: Class 24 contains 82389 members 
Mstep: Class 25 contains 24309 members 
Mstep: Class 26 contains 13534 members 
Mstep: Class 27 contains 332046 members 
Mstep: Class 28 contains 200006 members 
Mstep: Class 29 contains 1017 members 
Mstep: Class 30 contains 10057 members 
Mstep: Class 31 contains 9023 members 
Mstep: Class 32 contains 83682 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 227558 members 
Mstep: Class 35 contains 90997 members 
Mstep: Class 36 contains 21632 members 
Mstep: Class 37 contains 7972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235488368.000000 Penalty: 133086.203125
Iteration 152Q: 38 clusters Score -2.354884e+08 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 13746 members 
Mstep: Class 3 contains 14077 members 
Mstep: Class 4 contains 3340 members 
Mstep: Class 5 contains 42417 members 
Mstep: Class 6 contains 5949 members 
Mstep: Class 7 contains 4980 members 
Mstep: Class 8 contains 194313 members 
Mstep: Class 9 contains 1591 members 
Mstep: Class 10 contains 28523 members 
Mstep: Class 11 contains 17182 members 
Mstep: Class 12 contains 16788 members 
Mstep: Class 13 contains 56047 members 
Mstep: Class 14 contains 156262 members 
Mstep: Class 15 contains 27978 members 
Mstep: Class 16 contains 11457 members 
Mstep: Class 17 contains 10084 members 
Mstep: Class 18 contains 9044 members 
Mstep: Class 19 contains 14756 members 
Mstep: Class 20 contains 12320 members 
Mstep: Class 21 contains 171813 members 
Mstep: Class 22 contains 29865 members 
Mstep: Class 23 contains 26357 members 
Mstep: Class 24 contains 82390 members 
Mstep: Class 25 contains 24324 members 
Mstep: Class 26 contains 13525 members 
Mstep: Class 27 contains 332087 members 
Mstep: Class 28 contains 200001 members 
Mstep: Class 29 contains 1017 members 
Mstep: Class 30 contains 10057 members 
Mstep: Class 31 contains 9024 members 
Mstep: Class 32 contains 83684 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 227473 members 
Mstep: Class 35 contains 91036 members 
Mstep: Class 36 contains 21625 members 
Mstep: Class 37 contains 7979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235488608.000000 Penalty: 133086.203125
Iteration 153Q: 38 clusters Score -2.354886e+08 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 13749 members 
Mstep: Class 3 contains 14069 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 42414 members 
Mstep: Class 6 contains 5948 members 
Mstep: Class 7 contains 4968 members 
Mstep: Class 8 contains 194338 members 
Mstep: Class 9 contains 1591 members 
Mstep: Class 10 contains 28516 members 
Mstep: Class 11 contains 17174 members 
Mstep: Class 12 contains 16789 members 
Mstep: Class 13 contains 56049 members 
Mstep: Class 14 contains 156257 members 
Mstep: Class 15 contains 28000 members 
Mstep: Class 16 contains 11457 members 
Mstep: Class 17 contains 10087 members 
Mstep: Class 18 contains 9041 members 
Mstep: Class 19 contains 14752 members 
Mstep: Class 20 contains 12320 members 
Mstep: Class 21 contains 171821 members 
Mstep: Class 22 contains 29878 members 
Mstep: Class 23 contains 26316 members 
Mstep: Class 24 contains 82391 members 
Mstep: Class 25 contains 24334 members 
Mstep: Class 26 contains 13530 members 
Mstep: Class 27 contains 332132 members 
Mstep: Class 28 contains 200021 members 
Mstep: Class 29 contains 1017 members 
Mstep: Class 30 contains 10059 members 
Mstep: Class 31 contains 9022 members 
Mstep: Class 32 contains 83685 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 227380 members 
Mstep: Class 35 contains 91055 members 
Mstep: Class 36 contains 21614 members 
Mstep: Class 37 contains 7990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235488400.000000 Penalty: 133086.203125
Iteration 154Q: 38 clusters Score -2.354884e+08 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 13750 members 
Mstep: Class 3 contains 14066 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 42412 members 
Mstep: Class 6 contains 5947 members 
Mstep: Class 7 contains 4956 members 
Mstep: Class 8 contains 194374 members 
Mstep: Class 9 contains 1591 members 
Mstep: Class 10 contains 28517 members 
Mstep: Class 11 contains 17172 members 
Mstep: Class 12 contains 16791 members 
Mstep: Class 13 contains 56053 members 
Mstep: Class 14 contains 156244 members 
Mstep: Class 15 contains 28026 members 
Mstep: Class 16 contains 11460 members 
Mstep: Class 17 contains 10089 members 
Mstep: Class 18 contains 9039 members 
Mstep: Class 19 contains 14744 members 
Mstep: Class 20 contains 12316 members 
Mstep: Class 21 contains 171819 members 
Mstep: Class 22 contains 29891 members 
Mstep: Class 23 contains 26285 members 
Mstep: Class 24 contains 82389 members 
Mstep: Class 25 contains 24335 members 
Mstep: Class 26 contains 13532 members 
Mstep: Class 27 contains 332178 members 
Mstep: Class 28 contains 200017 members 
Mstep: Class 29 contains 1017 members 
Mstep: Class 30 contains 10059 members 
Mstep: Class 31 contains 9023 members 
Mstep: Class 32 contains 83682 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 227306 members 
Mstep: Class 35 contains 91072 members 
Mstep: Class 36 contains 21602 members 
Mstep: Class 37 contains 8006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235488672.000000 Penalty: 133086.203125
Iteration 155Q: 38 clusters Score -2.354887e+08 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 13749 members 
Mstep: Class 3 contains 14062 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 42412 members 
Mstep: Class 6 contains 5947 members 
Mstep: Class 7 contains 4946 members 
Mstep: Class 8 contains 194391 members 
Mstep: Class 9 contains 1591 members 
Mstep: Class 10 contains 28516 members 
Mstep: Class 11 contains 17171 members 
Mstep: Class 12 contains 16795 members 
Mstep: Class 13 contains 56057 members 
Mstep: Class 14 contains 156234 members 
Mstep: Class 15 contains 28053 members 
Mstep: Class 16 contains 11461 members 
Mstep: Class 17 contains 10092 members 
Mstep: Class 18 contains 9042 members 
Mstep: Class 19 contains 14735 members 
Mstep: Class 20 contains 12316 members 
Mstep: Class 21 contains 171838 members 
Mstep: Class 22 contains 29892 members 
Mstep: Class 23 contains 26257 members 
Mstep: Class 24 contains 82392 members 
Mstep: Class 25 contains 24347 members 
Mstep: Class 26 contains 13527 members 
Mstep: Class 27 contains 332226 members 
Mstep: Class 28 contains 200036 members 
Mstep: Class 29 contains 1017 members 
Mstep: Class 30 contains 10060 members 
Mstep: Class 31 contains 9019 members 
Mstep: Class 32 contains 83676 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 227208 members 
Mstep: Class 35 contains 91095 members 
Mstep: Class 36 contains 21575 members 
Mstep: Class 37 contains 8021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235488432.000000 Penalty: 133086.203125
Iteration 156Q: 38 clusters Score -2.354884e+08 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 13746 members 
Mstep: Class 3 contains 14060 members 
Mstep: Class 4 contains 3343 members 
Mstep: Class 5 contains 42407 members 
Mstep: Class 6 contains 5946 members 
Mstep: Class 7 contains 4934 members 
Mstep: Class 8 contains 194422 members 
Mstep: Class 9 contains 1591 members 
Mstep: Class 10 contains 28520 members 
Mstep: Class 11 contains 17169 members 
Mstep: Class 12 contains 16794 members 
Mstep: Class 13 contains 56055 members 
Mstep: Class 14 contains 156219 members 
Mstep: Class 15 contains 28079 members 
Mstep: Class 16 contains 11461 members 
Mstep: Class 17 contains 10093 members 
Mstep: Class 18 contains 9041 members 
Mstep: Class 19 contains 14735 members 
Mstep: Class 20 contains 12319 members 
Mstep: Class 21 contains 171863 members 
Mstep: Class 22 contains 29886 members 
Mstep: Class 23 contains 26234 members 
Mstep: Class 24 contains 82390 members 
Mstep: Class 25 contains 24351 members 
Mstep: Class 26 contains 13529 members 
Mstep: Class 27 contains 332262 members 
Mstep: Class 28 contains 200064 members 
Mstep: Class 29 contains 1017 members 
Mstep: Class 30 contains 10062 members 
Mstep: Class 31 contains 9016 members 
Mstep: Class 32 contains 83667 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 227113 members 
Mstep: Class 35 contains 91114 members 
Mstep: Class 36 contains 21559 members 
Mstep: Class 37 contains 8033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235488576.000000 Penalty: 133086.203125
Iteration 157Q: 38 clusters Score -2.354886e+08 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 13746 members 
Mstep: Class 3 contains 14055 members 
Mstep: Class 4 contains 3339 members 
Mstep: Class 5 contains 42404 members 
Mstep: Class 6 contains 5946 members 
Mstep: Class 7 contains 4922 members 
Mstep: Class 8 contains 194435 members 
Mstep: Class 9 contains 1591 members 
Mstep: Class 10 contains 28521 members 
Mstep: Class 11 contains 17166 members 
Mstep: Class 12 contains 16787 members 
Mstep: Class 13 contains 56053 members 
Mstep: Class 14 contains 156200 members 
Mstep: Class 15 contains 28102 members 
Mstep: Class 16 contains 11462 members 
Mstep: Class 17 contains 10096 members 
Mstep: Class 18 contains 9041 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 20 contains 12320 members 
Mstep: Class 21 contains 171897 members 
Mstep: Class 22 contains 29885 members 
Mstep: Class 23 contains 26204 members 
Mstep: Class 24 contains 82389 members 
Mstep: Class 25 contains 24360 members 
Mstep: Class 26 contains 13533 members 
Mstep: Class 27 contains 332300 members 
Mstep: Class 28 contains 200115 members 
Mstep: Class 29 contains 1018 members 
Mstep: Class 30 contains 10063 members 
Mstep: Class 31 contains 9012 members 
Mstep: Class 32 contains 83663 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 227012 members 
Mstep: Class 35 contains 91111 members 
Mstep: Class 36 contains 21550 members 
Mstep: Class 37 contains 8045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235488592.000000 Penalty: 133086.203125
Iteration 158Q: 38 clusters Score -2.354886e+08 nChanged 1167
Entering ConstructFrom: 
Score: -235488592.000000 Penalty: 133086.203125
Entering ConstructFrom: 
Trying to split cluster 1 (15922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Entering Unmasked Estep 
Score: -1887533.125000 Penalty: 2399.513428
	Iteration 0F: 2 clusters Score -1887533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1876111.875000 Penalty: 4799.026855
	Iteration 0F: 3 clusters Score -1876112 nChanged 6892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1879925.375000 Penalty: 4799.026855
	Iteration 1F: 3 clusters Score -1879925 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1880568.500000 Penalty: 4799.026855
	Iteration 2F: 3 clusters Score -1880568 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1881372.375000 Penalty: 4799.026855
	Iteration 3F: 3 clusters Score -1881372 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1882359.500000 Penalty: 4799.026855
	Iteration 4F: 3 clusters Score -1882360 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1883287.000000 Penalty: 4799.026855
	Iteration 5F: 3 clusters Score -1883287 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1883962.625000 Penalty: 4799.026855
	Iteration 6F: 3 clusters Score -1883963 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1884400.625000 Penalty: 4799.026855
	Iteration 7Q: 3 clusters Score -1884401 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1884663.000000 Penalty: 4799.026855
	Iteration 8Q: 3 clusters Score -1884663 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1884818.750000 Penalty: 4799.026855
	Iteration 9Q: 3 clusters Score -1884819 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1884935.500000 Penalty: 4799.026855
	Iteration 10Q: 3 clusters Score -1884936 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1885013.875000 Penalty: 4799.026855
	Iteration 11Q: 3 clusters Score -1885014 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1885077.250000 Penalty: 4799.026855
	Iteration 12Q: 3 clusters Score -1885077 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1885127.250000 Penalty: 4799.026855
	Iteration 13Q: 3 clusters Score -1885127 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1885158.750000 Penalty: 4799.026855
	Iteration 14Q: 3 clusters Score -1885159 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1885186.000000 Penalty: 4799.026855
	Iteration 15Q: 3 clusters Score -1885186 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1885206.750000 Penalty: 4799.026855
	Iteration 16Q: 3 clusters Score -1885207 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1885226.375000 Penalty: 4799.026855
	Iteration 17Q: 3 clusters Score -1885226 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1885240.625000 Penalty: 4799.026855
	Iteration 18Q: 3 clusters Score -1885241 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1885260.625000 Penalty: 4799.026855
	Iteration 19Q: 3 clusters Score -1885261 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1885275.625000 Penalty: 4799.026855
	Iteration 20F: 3 clusters Score -1885276 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1885291.375000 Penalty: 4799.026855
	Iteration 21Q: 3 clusters Score -1885291 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1885303.250000 Penalty: 4799.026855
	Iteration 22Q: 3 clusters Score -1885303 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1885328.250000 Penalty: 4799.026855
	Iteration 23Q: 3 clusters Score -1885328 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1885339.625000 Penalty: 4799.026855
	Iteration 24Q: 3 clusters Score -1885340 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1885356.625000 Penalty: 4799.026855
	Iteration 25Q: 3 clusters Score -1885357 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1885366.875000 Penalty: 4799.026855
	Iteration 26Q: 3 clusters Score -1885367 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1885373.000000 Penalty: 4799.026855
	Iteration 27Q: 3 clusters Score -1885373 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1885383.125000 Penalty: 4799.026855
	Iteration 28Q: 3 clusters Score -1885383 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1885390.500000 Penalty: 4799.026855
	Iteration 29Q: 3 clusters Score -1885390 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1885400.625000 Penalty: 4799.026855
	Iteration 30Q: 3 clusters Score -1885401 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1885401.125000 Penalty: 4799.026855
	Iteration 31Q: 3 clusters Score -1885401 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1885413.750000 Penalty: 4799.026855
	Iteration 32Q: 3 clusters Score -1885414 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1885421.375000 Penalty: 4799.026855
	Iteration 33Q: 3 clusters Score -1885421 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1885429.000000 Penalty: 4799.026855
	Iteration 34Q: 3 clusters Score -1885429 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1885442.000000 Penalty: 4799.026855
	Iteration 35Q: 3 clusters Score -1885442 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1885460.250000 Penalty: 4799.026855
	Iteration 36Q: 3 clusters Score -1885460 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1885476.375000 Penalty: 4799.026855
	Iteration 37Q: 3 clusters Score -1885476 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1885484.500000 Penalty: 4799.026855
	Iteration 38Q: 3 clusters Score -1885484 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1885495.250000 Penalty: 4799.026855
	Iteration 39Q: 3 clusters Score -1885495 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1885512.000000 Penalty: 4799.026855
	Iteration 40F: 3 clusters Score -1885512 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1885516.875000 Penalty: 4799.026855
	Iteration 41Q: 3 clusters Score -1885517 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1885522.875000 Penalty: 4799.026855
	Iteration 42Q: 3 clusters Score -1885523 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1885530.375000 Penalty: 4799.026855
	Iteration 43Q: 3 clusters Score -1885530 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1885535.375000 Penalty: 4799.026855
	Iteration 44Q: 3 clusters Score -1885535 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1885550.000000 Penalty: 4799.026855
	Iteration 45Q: 3 clusters Score -1885550 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1885556.000000 Penalty: 4799.026855
	Iteration 46Q: 3 clusters Score -1885556 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1885556.500000 Penalty: 4799.026855
	Iteration 47Q: 3 clusters Score -1885556 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1885566.250000 Penalty: 4799.026855
	Iteration 48Q: 3 clusters Score -1885566 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1885574.375000 Penalty: 4799.026855
	Iteration 49Q: 3 clusters Score -1885574 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1885585.250000 Penalty: 4799.026855
	Iteration 50Q: 3 clusters Score -1885585 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1885590.000000 Penalty: 4799.026855
	Iteration 51Q: 3 clusters Score -1885590 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1885595.875000 Penalty: 4799.026855
	Iteration 52Q: 3 clusters Score -1885596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1885603.375000 Penalty: 4799.026855
	Iteration 53Q: 3 clusters Score -1885603 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1885606.625000 Penalty: 4799.026855
	Iteration 54Q: 3 clusters Score -1885607 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1885607.375000 Penalty: 4799.026855
	Iteration 55Q: 3 clusters Score -1885607 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1885618.125000 Penalty: 4799.026855
	Iteration 56Q: 3 clusters Score -1885618 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1885627.875000 Penalty: 4799.026855
	Iteration 57Q: 3 clusters Score -1885628 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1885630.000000 Penalty: 4799.026855
	Iteration 58Q: 3 clusters Score -1885630 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1885632.250000 Penalty: 4799.026855
	Iteration 59Q: 3 clusters Score -1885632 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1885642.625000 Penalty: 4799.026855
	Iteration 60F: 3 clusters Score -1885643 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1885646.125000 Penalty: 4799.026855
	Iteration 61Q: 3 clusters Score -1885646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1885653.375000 Penalty: 4799.026855
	Iteration 62Q: 3 clusters Score -1885653 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1885656.750000 Penalty: 4799.026855
	Iteration 63Q: 3 clusters Score -1885657 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1885658.250000 Penalty: 4799.026855
	Iteration 64Q: 3 clusters Score -1885658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1885663.875000 Penalty: 4799.026855
	Iteration 65Q: 3 clusters Score -1885664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1885670.500000 Penalty: 4799.026855
	Iteration 66Q: 3 clusters Score -1885670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1885672.375000 Penalty: 4799.026855
	Iteration 67Q: 3 clusters Score -1885672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1885677.750000 Penalty: 4799.026855
	Iteration 68Q: 3 clusters Score -1885678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1885686.750000 Penalty: 4799.026855
	Iteration 69Q: 3 clusters Score -1885687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1885689.500000 Penalty: 4799.026855
	Iteration 70Q: 3 clusters Score -1885690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1885699.875000 Penalty: 4799.026855
	Iteration 71Q: 3 clusters Score -1885700 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1885699.000000 Penalty: 4799.026855
	Iteration 72Q: 3 clusters Score -1885699 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1885700.375000 Penalty: 4799.026855
	Iteration 73Q: 3 clusters Score -1885700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1885711.500000 Penalty: 4799.026855
	Iteration 74Q: 3 clusters Score -1885712 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1885714.000000 Penalty: 4799.026855
	Iteration 75Q: 3 clusters Score -1885714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1885722.375000 Penalty: 4799.026855
	Iteration 76Q: 3 clusters Score -1885722 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1885732.750000 Penalty: 4799.026855
	Iteration 77Q: 3 clusters Score -1885733 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1885734.250000 Penalty: 4799.026855
	Iteration 78Q: 3 clusters Score -1885734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1885738.250000 Penalty: 4799.026855
	Iteration 79Q: 3 clusters Score -1885738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1885742.125000 Penalty: 4799.026855
	Iteration 80F: 3 clusters Score -1885742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1885748.500000 Penalty: 4799.026855
	Iteration 81Q: 3 clusters Score -1885748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1885753.125000 Penalty: 4799.026855
	Iteration 82Q: 3 clusters Score -1885753 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1885761.000000 Penalty: 4799.026855
	Iteration 83Q: 3 clusters Score -1885761 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1885764.000000 Penalty: 4799.026855
	Iteration 84Q: 3 clusters Score -1885764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1885767.875000 Penalty: 4799.026855
	Iteration 85Q: 3 clusters Score -1885768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1885772.875000 Penalty: 4799.026855
	Iteration 86Q: 3 clusters Score -1885773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1885773.625000 Penalty: 4799.026855
	Iteration 87Q: 3 clusters Score -1885774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1885773.125000 Penalty: 4799.026855
	Iteration 88Q: 3 clusters Score -1885773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1885774.000000 Penalty: 4799.026855
	Iteration 89Q: 3 clusters Score -1885774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1885775.125000 Penalty: 4799.026855
	Iteration 90Q: 3 clusters Score -1885775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1885779.000000 Penalty: 4799.026855
	Iteration 91Q: 3 clusters Score -1885779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1885782.375000 Penalty: 4799.026855
	Iteration 92Q: 3 clusters Score -1885782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1885781.375000 Penalty: 4799.026855
	Iteration 93Q: 3 clusters Score -1885781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1885780.625000 Penalty: 4799.026855
	Iteration 94Q: 3 clusters Score -1885781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1885779.750000 Penalty: 4799.026855
	Iteration 95Q: 3 clusters Score -1885780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1885779.750000 Penalty: 4799.026855
	Iteration 96F: 3 clusters Score -1885780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Entering Unmasked Estep 
Score: -1582928.000000 Penalty: 2363.050537
	Iteration 0F: 2 clusters Score -1582928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1572904.375000 Penalty: 4726.101074
	Iteration 0F: 3 clusters Score -1572904 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1576219.625000 Penalty: 4726.101074
	Iteration 1F: 3 clusters Score -1576220 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1576726.250000 Penalty: 4726.101074
	Iteration 2F: 3 clusters Score -1576726 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1577172.750000 Penalty: 4726.101074
	Iteration 3F: 3 clusters Score -1577173 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1577638.375000 Penalty: 4726.101074
	Iteration 4F: 3 clusters Score -1577638 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1578071.750000 Penalty: 4726.101074
	Iteration 5F: 3 clusters Score -1578072 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1578523.250000 Penalty: 4726.101074
	Iteration 6Q: 3 clusters Score -1578523 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1579138.625000 Penalty: 4726.101074
	Iteration 7Q: 3 clusters Score -1579139 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1579943.750000 Penalty: 4726.101074
	Iteration 8F: 3 clusters Score -1579944 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1580750.500000 Penalty: 4726.101074
	Iteration 9F: 3 clusters Score -1580750 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1581405.000000 Penalty: 4726.101074
	Iteration 10F: 3 clusters Score -1581405 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1581777.375000 Penalty: 4726.101074
	Iteration 11Q: 3 clusters Score -1581777 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1581974.625000 Penalty: 4726.101074
	Iteration 12Q: 3 clusters Score -1581975 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1582064.625000 Penalty: 4726.101074
	Iteration 13Q: 3 clusters Score -1582065 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1582121.875000 Penalty: 4726.101074
	Iteration 14Q: 3 clusters Score -1582122 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1582148.375000 Penalty: 4726.101074
	Iteration 15Q: 3 clusters Score -1582148 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1582178.125000 Penalty: 4726.101074
	Iteration 16Q: 3 clusters Score -1582178 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1582199.875000 Penalty: 4726.101074
	Iteration 17Q: 3 clusters Score -1582200 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1582224.125000 Penalty: 4726.101074
	Iteration 18Q: 3 clusters Score -1582224 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1582240.000000 Penalty: 4726.101074
	Iteration 19Q: 3 clusters Score -1582240 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1582255.875000 Penalty: 4726.101074
	Iteration 20F: 3 clusters Score -1582256 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1582265.625000 Penalty: 4726.101074
	Iteration 21Q: 3 clusters Score -1582266 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1582272.250000 Penalty: 4726.101074
	Iteration 22Q: 3 clusters Score -1582272 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1582280.250000 Penalty: 4726.101074
	Iteration 23Q: 3 clusters Score -1582280 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1582278.625000 Penalty: 4726.101074
	Iteration 24Q: 3 clusters Score -1582279 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1582284.750000 Penalty: 4726.101074
	Iteration 25Q: 3 clusters Score -1582285 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1582287.750000 Penalty: 4726.101074
	Iteration 26Q: 3 clusters Score -1582288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1582290.875000 Penalty: 4726.101074
	Iteration 27Q: 3 clusters Score -1582291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1582287.750000 Penalty: 4726.101074
	Iteration 28Q: 3 clusters Score -1582288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1582290.375000 Penalty: 4726.101074
	Iteration 29Q: 3 clusters Score -1582290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1582294.250000 Penalty: 4726.101074
	Iteration 30Q: 3 clusters Score -1582294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1582292.000000 Penalty: 4726.101074
	Iteration 31Q: 3 clusters Score -1582292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1582295.875000 Penalty: 4726.101074
	Iteration 32Q: 3 clusters Score -1582296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1582295.625000 Penalty: 4726.101074
	Iteration 33Q: 3 clusters Score -1582296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1582296.875000 Penalty: 4726.101074
	Iteration 34Q: 3 clusters Score -1582297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1582295.750000 Penalty: 4726.101074
	Iteration 35Q: 3 clusters Score -1582296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1582297.125000 Penalty: 4726.101074
	Iteration 36Q: 3 clusters Score -1582297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1582299.750000 Penalty: 4726.101074
	Iteration 37Q: 3 clusters Score -1582300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1582299.750000 Penalty: 4726.101074
	Iteration 38F: 3 clusters Score -1582300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -1699028.375000 Penalty: 2368.458496
	Iteration 0F: 2 clusters Score -1699028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1688833.250000 Penalty: 4736.916992
	Iteration 0F: 3 clusters Score -1688833 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1692126.250000 Penalty: 4736.916992
	Iteration 1F: 3 clusters Score -1692126 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1692633.000000 Penalty: 4736.916992
	Iteration 2F: 3 clusters Score -1692633 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1693049.000000 Penalty: 4736.916992
	Iteration 3F: 3 clusters Score -1693049 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1693499.000000 Penalty: 4736.916992
	Iteration 4F: 3 clusters Score -1693499 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1693992.125000 Penalty: 4736.916992
	Iteration 5F: 3 clusters Score -1693992 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1694505.750000 Penalty: 4736.916992
	Iteration 6F: 3 clusters Score -1694506 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1694979.250000 Penalty: 4736.916992
	Iteration 7F: 3 clusters Score -1694979 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1695406.500000 Penalty: 4736.916992
	Iteration 8Q: 3 clusters Score -1695406 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1695781.125000 Penalty: 4736.916992
	Iteration 9Q: 3 clusters Score -1695781 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1696069.625000 Penalty: 4736.916992
	Iteration 10Q: 3 clusters Score -1696070 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1696335.500000 Penalty: 4736.916992
	Iteration 11Q: 3 clusters Score -1696336 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1696542.625000 Penalty: 4736.916992
	Iteration 12Q: 3 clusters Score -1696543 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1696670.625000 Penalty: 4736.916992
	Iteration 13Q: 3 clusters Score -1696671 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1696795.375000 Penalty: 4736.916992
	Iteration 14Q: 3 clusters Score -1696795 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -1696885.625000 Penalty: 4736.916992
	Iteration 15Q: 3 clusters Score -1696886 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -1696946.250000 Penalty: 4736.916992
	Iteration 16Q: 3 clusters Score -1696946 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -1696980.750000 Penalty: 4736.916992
	Iteration 17Q: 3 clusters Score -1696981 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1697009.750000 Penalty: 4736.916992
	Iteration 18Q: 3 clusters Score -1697010 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -1697033.250000 Penalty: 4736.916992
	Iteration 19Q: 3 clusters Score -1697033 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -1697059.875000 Penalty: 4736.916992
	Iteration 20F: 3 clusters Score -1697060 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -1697072.875000 Penalty: 4736.916992
	Iteration 21Q: 3 clusters Score -1697073 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -1697081.125000 Penalty: 4736.916992
	Iteration 22Q: 3 clusters Score -1697081 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -1697088.250000 Penalty: 4736.916992
	Iteration 23Q: 3 clusters Score -1697088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1697090.625000 Penalty: 4736.916992
	Iteration 24Q: 3 clusters Score -1697091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -1697093.625000 Penalty: 4736.916992
	Iteration 25Q: 3 clusters Score -1697094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -1697093.500000 Penalty: 4736.916992
	Iteration 26Q: 3 clusters Score -1697094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -1697095.375000 Penalty: 4736.916992
	Iteration 27Q: 3 clusters Score -1697095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -1697095.500000 Penalty: 4736.916992
	Iteration 28Q: 3 clusters Score -1697096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -1697095.500000 Penalty: 4736.916992
	Iteration 29F: 3 clusters Score -1697096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Entering Unmasked Estep 
Score: -350199.406250 Penalty: 2012.055420
	Iteration 0F: 2 clusters Score -350199.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -346788.562500 Penalty: 4024.110840
	Iteration 0F: 3 clusters Score -346788.6 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -347629.187500 Penalty: 4024.110840
	Iteration 1F: 3 clusters Score -347629.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -348026.906250 Penalty: 4024.110840
	Iteration 2F: 3 clusters Score -348026.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -348314.531250 Penalty: 4024.110840
	Iteration 3F: 3 clusters Score -348314.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -348490.125000 Penalty: 4024.110840
	Iteration 4F: 3 clusters Score -348490.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -348633.500000 Penalty: 4024.110840
	Iteration 5Q: 3 clusters Score -348633.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -348742.156250 Penalty: 4024.110840
	Iteration 6Q: 3 clusters Score -348742.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -348824.343750 Penalty: 4024.110840
	Iteration 7Q: 3 clusters Score -348824.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -348890.000000 Penalty: 4024.110840
	Iteration 8Q: 3 clusters Score -348890 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -348937.968750 Penalty: 4024.110840
	Iteration 9Q: 3 clusters Score -348938 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -348979.968750 Penalty: 4024.110840
	Iteration 10Q: 3 clusters Score -348980 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -349012.312500 Penalty: 4024.110840
	Iteration 11Q: 3 clusters Score -349012.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -349049.937500 Penalty: 4024.110840
	Iteration 12Q: 3 clusters Score -349049.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -349087.343750 Penalty: 4024.110840
	Iteration 13Q: 3 clusters Score -349087.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -349108.625000 Penalty: 4024.110840
	Iteration 14Q: 3 clusters Score -349108.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -349134.375000 Penalty: 4024.110840
	Iteration 15Q: 3 clusters Score -349134.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -349160.125000 Penalty: 4024.110840
	Iteration 16Q: 3 clusters Score -349160.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -349177.562500 Penalty: 4024.110840
	Iteration 17Q: 3 clusters Score -349177.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -349189.312500 Penalty: 4024.110840
	Iteration 18Q: 3 clusters Score -349189.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -349199.375000 Penalty: 4024.110840
	Iteration 19Q: 3 clusters Score -349199.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -349209.531250 Penalty: 4024.110840
	Iteration 20F: 3 clusters Score -349209.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -349219.531250 Penalty: 4024.110840
	Iteration 21Q: 3 clusters Score -349219.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -349229.437500 Penalty: 4024.110840
	Iteration 22Q: 3 clusters Score -349229.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -349240.406250 Penalty: 4024.110840
	Iteration 23Q: 3 clusters Score -349240.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -349248.531250 Penalty: 4024.110840
	Iteration 24Q: 3 clusters Score -349248.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -349258.406250 Penalty: 4024.110840
	Iteration 25Q: 3 clusters Score -349258.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -349274.656250 Penalty: 4024.110840
	Iteration 26Q: 3 clusters Score -349274.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -349292.906250 Penalty: 4024.110840
	Iteration 27Q: 3 clusters Score -349292.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -349312.625000 Penalty: 4024.110840
	Iteration 28Q: 3 clusters Score -349312.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -349337.062500 Penalty: 4024.110840
	Iteration 29Q: 3 clusters Score -349337.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -349355.250000 Penalty: 4024.110840
	Iteration 30Q: 3 clusters Score -349355.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -349376.406250 Penalty: 4024.110840
	Iteration 31Q: 3 clusters Score -349376.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -349395.906250 Penalty: 4024.110840
	Iteration 32Q: 3 clusters Score -349395.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -349411.406250 Penalty: 4024.110840
	Iteration 33Q: 3 clusters Score -349411.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -349429.687500 Penalty: 4024.110840
	Iteration 34Q: 3 clusters Score -349429.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -349463.468750 Penalty: 4024.110840
	Iteration 35Q: 3 clusters Score -349463.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -349523.406250 Penalty: 4024.110840
	Iteration 36Q: 3 clusters Score -349523.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -349594.468750 Penalty: 4024.110840
	Iteration 37Q: 3 clusters Score -349594.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -349646.250000 Penalty: 4024.110840
	Iteration 38Q: 3 clusters Score -349646.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -349675.437500 Penalty: 4024.110840
	Iteration 39Q: 3 clusters Score -349675.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -349694.093750 Penalty: 4024.110840
	Iteration 40F: 3 clusters Score -349694.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -349705.218750 Penalty: 4024.110840
	Iteration 41Q: 3 clusters Score -349705.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -349711.843750 Penalty: 4024.110840
	Iteration 42Q: 3 clusters Score -349711.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -349716.218750 Penalty: 4024.110840
	Iteration 43Q: 3 clusters Score -349716.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -349720.687500 Penalty: 4024.110840
	Iteration 44Q: 3 clusters Score -349720.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -349722.750000 Penalty: 4024.110840
	Iteration 45Q: 3 clusters Score -349722.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -349724.562500 Penalty: 4024.110840
	Iteration 46Q: 3 clusters Score -349724.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -349724.281250 Penalty: 4024.110840
	Iteration 47Q: 3 clusters Score -349724.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -349724.281250 Penalty: 4024.110840
	Iteration 48F: 3 clusters Score -349724.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42404 members 
Entering Unmasked Estep 
Score: -5138863.500000 Penalty: 2642.439453
	Iteration 0F: 2 clusters Score -5138864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -5110189.500000 Penalty: 5284.878906
	Iteration 0F: 3 clusters Score -5110190 nChanged 19518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -5121030.500000 Penalty: 5284.878906
	Iteration 1F: 3 clusters Score -5121030 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -5121639.000000 Penalty: 5284.878906
	Iteration 2Q: 3 clusters Score -5121639 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -5122313.500000 Penalty: 5284.878906
	Iteration 3Q: 3 clusters Score -5122314 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -5123317.000000 Penalty: 5284.878906
	Iteration 4Q: 3 clusters Score -5123317 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -5124806.500000 Penalty: 5284.878906
	Iteration 5F: 3 clusters Score -5124806 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -5126951.500000 Penalty: 5284.878906
	Iteration 6F: 3 clusters Score -5126952 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -5129331.500000 Penalty: 5284.878906
	Iteration 7F: 3 clusters Score -5129332 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -5131386.500000 Penalty: 5284.878906
	Iteration 8F: 3 clusters Score -5131386 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 29068 members 
Entering Unmasked Estep 
Score: -5133051.500000 Penalty: 5284.878906
	Iteration 9F: 3 clusters Score -5133052 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 30619 members 
Entering Unmasked Estep 
Score: -5134304.500000 Penalty: 5284.878906
	Iteration 10Q: 3 clusters Score -5134304 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 31981 members 
Entering Unmasked Estep 
Score: -5135233.000000 Penalty: 5284.878906
	Iteration 11Q: 3 clusters Score -5135233 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 33155 members 
Entering Unmasked Estep 
Score: -5135897.000000 Penalty: 5284.878906
	Iteration 12Q: 3 clusters Score -5135897 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 34162 members 
Entering Unmasked Estep 
Score: -5136415.000000 Penalty: 5284.878906
	Iteration 13Q: 3 clusters Score -5136415 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 34995 members 
Entering Unmasked Estep 
Score: -5136776.000000 Penalty: 5284.878906
	Iteration 14Q: 3 clusters Score -5136776 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 35736 members 
Entering Unmasked Estep 
Score: -5137043.500000 Penalty: 5284.878906
	Iteration 15Q: 3 clusters Score -5137044 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 36349 members 
Entering Unmasked Estep 
Score: -5137274.000000 Penalty: 5284.878906
	Iteration 16Q: 3 clusters Score -5137274 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 36821 members 
Entering Unmasked Estep 
Score: -5137421.500000 Penalty: 5284.878906
	Iteration 17Q: 3 clusters Score -5137422 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 37224 members 
Entering Unmasked Estep 
Score: -5137548.000000 Penalty: 5284.878906
	Iteration 18Q: 3 clusters Score -5137548 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 37561 members 
Entering Unmasked Estep 
Score: -5137664.000000 Penalty: 5284.878906
	Iteration 19Q: 3 clusters Score -5137664 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 37838 members 
Entering Unmasked Estep 
Score: -5137740.000000 Penalty: 5284.878906
	Iteration 20F: 3 clusters Score -5137740 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 38064 members 
Entering Unmasked Estep 
Score: -5137810.500000 Penalty: 5284.878906
	Iteration 21Q: 3 clusters Score -5137810 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 38289 members 
Entering Unmasked Estep 
Score: -5137882.500000 Penalty: 5284.878906
	Iteration 22Q: 3 clusters Score -5137882 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 38502 members 
Entering Unmasked Estep 
Score: -5137949.500000 Penalty: 5284.878906
	Iteration 23Q: 3 clusters Score -5137950 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 38668 members 
Entering Unmasked Estep 
Score: -5137983.000000 Penalty: 5284.878906
	Iteration 24Q: 3 clusters Score -5137983 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -5138019.000000 Penalty: 5284.878906
	Iteration 25Q: 3 clusters Score -5138019 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 38942 members 
Entering Unmasked Estep 
Score: -5138065.500000 Penalty: 5284.878906
	Iteration 26Q: 3 clusters Score -5138066 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 39058 members 
Entering Unmasked Estep 
Score: -5138095.500000 Penalty: 5284.878906
	Iteration 27Q: 3 clusters Score -5138096 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 39172 members 
Entering Unmasked Estep 
Score: -5138125.500000 Penalty: 5284.878906
	Iteration 28Q: 3 clusters Score -5138126 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 39278 members 
Entering Unmasked Estep 
Score: -5138164.500000 Penalty: 5284.878906
	Iteration 29Q: 3 clusters Score -5138164 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 39375 members 
Entering Unmasked Estep 
Score: -5138213.000000 Penalty: 5284.878906
	Iteration 30Q: 3 clusters Score -5138213 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 39458 members 
Entering Unmasked Estep 
Score: -5138263.500000 Penalty: 5284.878906
	Iteration 31Q: 3 clusters Score -5138264 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 39534 members 
Entering Unmasked Estep 
Score: -5138297.000000 Penalty: 5284.878906
	Iteration 32Q: 3 clusters Score -5138297 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 39597 members 
Entering Unmasked Estep 
Score: -5138312.500000 Penalty: 5284.878906
	Iteration 33Q: 3 clusters Score -5138312 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 39657 members 
Entering Unmasked Estep 
Score: -5138332.500000 Penalty: 5284.878906
	Iteration 34Q: 3 clusters Score -5138332 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 39711 members 
Entering Unmasked Estep 
Score: -5138373.500000 Penalty: 5284.878906
	Iteration 35Q: 3 clusters Score -5138374 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 39755 members 
Entering Unmasked Estep 
Score: -5138394.000000 Penalty: 5284.878906
	Iteration 36Q: 3 clusters Score -5138394 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 39795 members 
Entering Unmasked Estep 
Score: -5138421.000000 Penalty: 5284.878906
	Iteration 37Q: 3 clusters Score -5138421 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 39820 members 
Entering Unmasked Estep 
Score: -5138441.000000 Penalty: 5284.878906
	Iteration 38Q: 3 clusters Score -5138441 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 39854 members 
Entering Unmasked Estep 
Score: -5138480.000000 Penalty: 5284.878906
	Iteration 39Q: 3 clusters Score -5138480 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -5138510.500000 Penalty: 5284.878906
	Iteration 40F: 3 clusters Score -5138510 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 39928 members 
Entering Unmasked Estep 
Score: -5138538.500000 Penalty: 5284.878906
	Iteration 41Q: 3 clusters Score -5138538 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 39957 members 
Entering Unmasked Estep 
Score: -5138552.500000 Penalty: 5284.878906
	Iteration 42Q: 3 clusters Score -5138552 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 39981 members 
Entering Unmasked Estep 
Score: -5138560.000000 Penalty: 5284.878906
	Iteration 43Q: 3 clusters Score -5138560 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 39993 members 
Entering Unmasked Estep 
Score: -5138573.500000 Penalty: 5284.878906
	Iteration 44Q: 3 clusters Score -5138574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 39998 members 
Entering Unmasked Estep 
Score: -5138580.000000 Penalty: 5284.878906
	Iteration 45Q: 3 clusters Score -5138580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 40008 members 
Entering Unmasked Estep 
Score: -5138585.500000 Penalty: 5284.878906
	Iteration 46Q: 3 clusters Score -5138586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 40017 members 
Entering Unmasked Estep 
Score: -5138587.500000 Penalty: 5284.878906
	Iteration 47Q: 3 clusters Score -5138588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 40030 members 
Entering Unmasked Estep 
Score: -5138590.000000 Penalty: 5284.878906
	Iteration 48Q: 3 clusters Score -5138590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 40037 members 
Entering Unmasked Estep 
Score: -5138589.000000 Penalty: 5284.878906
	Iteration 49Q: 3 clusters Score -5138589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 40039 members 
Entering Unmasked Estep 
Score: -5138594.500000 Penalty: 5284.878906
	Iteration 50Q: 3 clusters Score -5138594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 40043 members 
Entering Unmasked Estep 
Score: -5138599.000000 Penalty: 5284.878906
	Iteration 51Q: 3 clusters Score -5138599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 40045 members 
Entering Unmasked Estep 
Score: -5138599.000000 Penalty: 5284.878906
	Iteration 52Q: 3 clusters Score -5138599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 40045 members 
Entering Unmasked Estep 
Score: -5138599.000000 Penalty: 5284.878906
	Iteration 53F: 3 clusters Score -5138599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Entering Unmasked Estep 
Score: -723102.500000 Penalty: 2155.237549
	Iteration 0F: 2 clusters Score -723102.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -718047.000000 Penalty: 4310.475098
	Iteration 0F: 3 clusters Score -718047 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -719377.375000 Penalty: 4310.475098
	Iteration 1F: 3 clusters Score -719377.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -719773.062500 Penalty: 4310.475098
	Iteration 2F: 3 clusters Score -719773.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -720203.750000 Penalty: 4310.475098
	Iteration 3F: 3 clusters Score -720203.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -720647.875000 Penalty: 4310.475098
	Iteration 4F: 3 clusters Score -720647.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -720998.125000 Penalty: 4310.475098
	Iteration 5F: 3 clusters Score -720998.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -721272.687500 Penalty: 4310.475098
	Iteration 6F: 3 clusters Score -721272.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -721509.625000 Penalty: 4310.475098
	Iteration 7F: 3 clusters Score -721509.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -721704.625000 Penalty: 4310.475098
	Iteration 8Q: 3 clusters Score -721704.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -721866.687500 Penalty: 4310.475098
	Iteration 9Q: 3 clusters Score -721866.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -721990.750000 Penalty: 4310.475098
	Iteration 10Q: 3 clusters Score -721990.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -722074.937500 Penalty: 4310.475098
	Iteration 11Q: 3 clusters Score -722074.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -722168.687500 Penalty: 4310.475098
	Iteration 12Q: 3 clusters Score -722168.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -722259.437500 Penalty: 4310.475098
	Iteration 13Q: 3 clusters Score -722259.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -722328.625000 Penalty: 4310.475098
	Iteration 14Q: 3 clusters Score -722328.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -722359.625000 Penalty: 4310.475098
	Iteration 15Q: 3 clusters Score -722359.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -722375.875000 Penalty: 4310.475098
	Iteration 16Q: 3 clusters Score -722375.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -722391.625000 Penalty: 4310.475098
	Iteration 17Q: 3 clusters Score -722391.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -722400.687500 Penalty: 4310.475098
	Iteration 18Q: 3 clusters Score -722400.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -722410.125000 Penalty: 4310.475098
	Iteration 19Q: 3 clusters Score -722410.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -722424.875000 Penalty: 4310.475098
	Iteration 20F: 3 clusters Score -722424.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -722430.312500 Penalty: 4310.475098
	Iteration 21Q: 3 clusters Score -722430.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -722437.312500 Penalty: 4310.475098
	Iteration 22Q: 3 clusters Score -722437.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -722445.062500 Penalty: 4310.475098
	Iteration 23Q: 3 clusters Score -722445.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -722454.250000 Penalty: 4310.475098
	Iteration 24Q: 3 clusters Score -722454.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -722467.500000 Penalty: 4310.475098
	Iteration 25Q: 3 clusters Score -722467.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -722471.500000 Penalty: 4310.475098
	Iteration 26Q: 3 clusters Score -722471.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -722472.375000 Penalty: 4310.475098
	Iteration 27Q: 3 clusters Score -722472.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -722476.875000 Penalty: 4310.475098
	Iteration 28Q: 3 clusters Score -722476.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -722478.312500 Penalty: 4310.475098
	Iteration 29Q: 3 clusters Score -722478.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -722480.250000 Penalty: 4310.475098
	Iteration 30Q: 3 clusters Score -722480.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -722481.500000 Penalty: 4310.475098
	Iteration 31Q: 3 clusters Score -722481.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -722483.875000 Penalty: 4310.475098
	Iteration 32Q: 3 clusters Score -722483.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -722484.125000 Penalty: 4310.475098
	Iteration 33Q: 3 clusters Score -722484.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -722484.125000 Penalty: 4310.475098
	Iteration 34F: 3 clusters Score -722484.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Entering Unmasked Estep 
Score: -533826.062500 Penalty: 2107.910889
	Iteration 0F: 2 clusters Score -533826.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -529418.500000 Penalty: 4215.821777
	Iteration 0F: 3 clusters Score -529418.5 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -530620.500000 Penalty: 4215.821777
	Iteration 1F: 3 clusters Score -530620.5 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -531080.875000 Penalty: 4215.821777
	Iteration 2F: 3 clusters Score -531080.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -531482.500000 Penalty: 4215.821777
	Iteration 3F: 3 clusters Score -531482.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -531858.625000 Penalty: 4215.821777
	Iteration 4F: 3 clusters Score -531858.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -532126.062500 Penalty: 4215.821777
	Iteration 5F: 3 clusters Score -532126.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -532309.000000 Penalty: 4215.821777
	Iteration 6Q: 3 clusters Score -532309 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -532441.250000 Penalty: 4215.821777
	Iteration 7Q: 3 clusters Score -532441.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -532560.000000 Penalty: 4215.821777
	Iteration 8Q: 3 clusters Score -532560 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -532657.687500 Penalty: 4215.821777
	Iteration 9Q: 3 clusters Score -532657.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -532718.062500 Penalty: 4215.821777
	Iteration 10Q: 3 clusters Score -532718.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -532777.500000 Penalty: 4215.821777
	Iteration 11Q: 3 clusters Score -532777.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -532844.187500 Penalty: 4215.821777
	Iteration 12Q: 3 clusters Score -532844.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -532899.750000 Penalty: 4215.821777
	Iteration 13Q: 3 clusters Score -532899.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -532943.187500 Penalty: 4215.821777
	Iteration 14Q: 3 clusters Score -532943.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -532977.437500 Penalty: 4215.821777
	Iteration 15Q: 3 clusters Score -532977.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -533004.875000 Penalty: 4215.821777
	Iteration 16Q: 3 clusters Score -533004.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -533020.500000 Penalty: 4215.821777
	Iteration 17Q: 3 clusters Score -533020.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -533035.312500 Penalty: 4215.821777
	Iteration 18Q: 3 clusters Score -533035.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -533048.562500 Penalty: 4215.821777
	Iteration 19Q: 3 clusters Score -533048.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -533061.000000 Penalty: 4215.821777
	Iteration 20F: 3 clusters Score -533061 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -533071.000000 Penalty: 4215.821777
	Iteration 21Q: 3 clusters Score -533071 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -533077.375000 Penalty: 4215.821777
	Iteration 22Q: 3 clusters Score -533077.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -533080.875000 Penalty: 4215.821777
	Iteration 23Q: 3 clusters Score -533080.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -533086.062500 Penalty: 4215.821777
	Iteration 24Q: 3 clusters Score -533086.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -533090.000000 Penalty: 4215.821777
	Iteration 25Q: 3 clusters Score -533090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -533092.000000 Penalty: 4215.821777
	Iteration 26Q: 3 clusters Score -533092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -533096.500000 Penalty: 4215.821777
	Iteration 27Q: 3 clusters Score -533096.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -533099.312500 Penalty: 4215.821777
	Iteration 28Q: 3 clusters Score -533099.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -533100.625000 Penalty: 4215.821777
	Iteration 29Q: 3 clusters Score -533100.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -533102.187500 Penalty: 4215.821777
	Iteration 30Q: 3 clusters Score -533102.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -533103.812500 Penalty: 4215.821777
	Iteration 31Q: 3 clusters Score -533103.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -533105.625000 Penalty: 4215.821777
	Iteration 32Q: 3 clusters Score -533105.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -533106.187500 Penalty: 4215.821777
	Iteration 33Q: 3 clusters Score -533106.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -533106.687500 Penalty: 4215.821777
	Iteration 34Q: 3 clusters Score -533106.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -533104.937500 Penalty: 4215.821777
	Iteration 35Q: 3 clusters Score -533104.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -533107.250000 Penalty: 4215.821777
	Iteration 36Q: 3 clusters Score -533107.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -533106.937500 Penalty: 4215.821777
	Iteration 37Q: 3 clusters Score -533106.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -533108.687500 Penalty: 4215.821777
	Iteration 38Q: 3 clusters Score -533108.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -533108.250000 Penalty: 4215.821777
	Iteration 39Q: 3 clusters Score -533108.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -533107.937500 Penalty: 4215.821777
	Iteration 40F: 3 clusters Score -533107.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -533108.125000 Penalty: 4215.821777
	Iteration 41Q: 3 clusters Score -533108.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -533108.125000 Penalty: 4215.821777
	Iteration 42F: 3 clusters Score -533108.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (194465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194465 members 
Entering Unmasked Estep 
Score: -23225826.000000 Penalty: 3020.145752
	Iteration 0F: 2 clusters Score -2.322583e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97426 members 
Mstep: Class 2 contains 97039 members 
Entering Unmasked Estep 
Score: -23096222.000000 Penalty: 6040.291504
	Iteration 0F: 3 clusters Score -2.309622e+07 nChanged 93227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101333 members 
Mstep: Class 2 contains 93132 members 
Entering Unmasked Estep 
Score: -23150746.000000 Penalty: 6040.291504
	Iteration 1F: 3 clusters Score -2.315075e+07 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104060 members 
Mstep: Class 2 contains 90405 members 
Entering Unmasked Estep 
Score: -23152396.000000 Penalty: 6040.291504
	Iteration 2Q: 3 clusters Score -2.31524e+07 nChanged 7174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108178 members 
Mstep: Class 2 contains 86287 members 
Entering Unmasked Estep 
Score: -23154486.000000 Penalty: 6040.291504
	Iteration 3Q: 3 clusters Score -2.315449e+07 nChanged 8825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114459 members 
Mstep: Class 2 contains 80006 members 
Entering Unmasked Estep 
Score: -23157872.000000 Penalty: 6040.291504
	Iteration 4Q: 3 clusters Score -2.315787e+07 nChanged 11012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123499 members 
Mstep: Class 2 contains 70966 members 
Entering Unmasked Estep 
Score: -23163740.000000 Penalty: 6040.291504
	Iteration 5F: 3 clusters Score -2.316374e+07 nChanged 13263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135464 members 
Mstep: Class 2 contains 59001 members 
Entering Unmasked Estep 
Score: -23172258.000000 Penalty: 6040.291504
	Iteration 6F: 3 clusters Score -2.317226e+07 nChanged 14826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149652 members 
Mstep: Class 2 contains 44813 members 
Entering Unmasked Estep 
Score: -23183262.000000 Penalty: 6040.291504
	Iteration 7F: 3 clusters Score -2.318326e+07 nChanged 14952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164354 members 
Mstep: Class 2 contains 30111 members 
Entering Unmasked Estep 
Score: -23195942.000000 Penalty: 6040.291504
	Iteration 8F: 3 clusters Score -2.319594e+07 nChanged 12970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177278 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -23207786.000000 Penalty: 6040.291504
	Iteration 9F: 3 clusters Score -2.320779e+07 nChanged 9033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186303 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -23216006.000000 Penalty: 6040.291504
	Iteration 10Q: 3 clusters Score -2.321601e+07 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191198 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -23220442.000000 Penalty: 6040.291504
	Iteration 11Q: 3 clusters Score -2.322044e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193173 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -23222052.000000 Penalty: 6040.291504
	Iteration 12Q: 3 clusters Score -2.322205e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193834 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -23222598.000000 Penalty: 6040.291504
	Iteration 13Q: 3 clusters Score -2.32226e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194042 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -23222830.000000 Penalty: 6040.291504
	Iteration 14Q: 3 clusters Score -2.322283e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194121 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -23222926.000000 Penalty: 6040.291504
	Iteration 15Q: 3 clusters Score -2.322293e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194154 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -23222964.000000 Penalty: 6040.291504
	Iteration 16Q: 3 clusters Score -2.322296e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194170 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -23223014.000000 Penalty: 6040.291504
	Iteration 17Q: 3 clusters Score -2.322301e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194178 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -23223038.000000 Penalty: 6040.291504
	Iteration 18Q: 3 clusters Score -2.322304e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194185 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -23223048.000000 Penalty: 6040.291504
	Iteration 19Q: 3 clusters Score -2.322305e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194187 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -23223068.000000 Penalty: 6040.291504
	Iteration 20F: 3 clusters Score -2.322307e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194188 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -23223056.000000 Penalty: 6040.291504
	Iteration 21Q: 3 clusters Score -2.322306e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194191 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -23223076.000000 Penalty: 6040.291504
	Iteration 22Q: 3 clusters Score -2.322308e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194193 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -23223084.000000 Penalty: 6040.291504
	Iteration 23Q: 3 clusters Score -2.322308e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194196 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -23223104.000000 Penalty: 6040.291504
	Iteration 24Q: 3 clusters Score -2.32231e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194199 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -23223104.000000 Penalty: 6040.291504
	Iteration 25Q: 3 clusters Score -2.32231e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194200 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -23223118.000000 Penalty: 6040.291504
	Iteration 26Q: 3 clusters Score -2.322312e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194200 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -23223136.000000 Penalty: 6040.291504
	Iteration 27Q: 3 clusters Score -2.322314e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194200 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -23223134.000000 Penalty: 6040.291504
	Iteration 28Q: 3 clusters Score -2.322313e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194199 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -23223138.000000 Penalty: 6040.291504
	Iteration 29Q: 3 clusters Score -2.322314e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194200 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -23223144.000000 Penalty: 6040.291504
	Iteration 30Q: 3 clusters Score -2.322314e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194199 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -23223140.000000 Penalty: 6040.291504
	Iteration 31Q: 3 clusters Score -2.322314e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194199 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -23223140.000000 Penalty: 6040.291504
	Iteration 32F: 3 clusters Score -2.322314e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Entering Unmasked Estep 
Score: -167141.265625 Penalty: 1828.285278
	Iteration 0F: 2 clusters Score -167141.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -164813.171875 Penalty: 3656.570557
	Iteration 0F: 3 clusters Score -164813.2 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -165600.812500 Penalty: 3656.570557
	Iteration 1F: 3 clusters Score -165600.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -166163.531250 Penalty: 3656.570557
	Iteration 2F: 3 clusters Score -166163.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -166564.250000 Penalty: 3656.570557
	Iteration 3F: 3 clusters Score -166564.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -166902.875000 Penalty: 3656.570557
	Iteration 4F: 3 clusters Score -166902.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -167129.671875 Penalty: 3656.570557
	Iteration 5Q: 3 clusters Score -167129.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -167313.656250 Penalty: 3656.570557
	Iteration 6Q: 3 clusters Score -167313.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -167419.140625 Penalty: 3656.570557
	Iteration 7Q: 3 clusters Score -167419.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -167445.796875 Penalty: 3656.570557
	Iteration 8Q: 3 clusters Score -167445.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -167461.375000 Penalty: 3656.570557
	Iteration 9Q: 3 clusters Score -167461.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -167495.281250 Penalty: 3656.570557
	Iteration 10Q: 3 clusters Score -167495.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -167778.156250 Penalty: 3656.570557
	Iteration 11Q: 3 clusters Score -167778.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -167808.843750 Penalty: 3656.570557
	Iteration 12Q: 3 clusters Score -167808.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -167814.359375 Penalty: 3656.570557
	Iteration 13Q: 3 clusters Score -167814.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -167817.328125 Penalty: 3656.570557
	Iteration 14Q: 3 clusters Score -167817.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -167820.125000 Penalty: 3656.570557
	Iteration 15Q: 3 clusters Score -167820.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -167822.625000 Penalty: 3656.570557
	Iteration 16Q: 3 clusters Score -167822.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -167824.296875 Penalty: 3656.570557
	Iteration 17Q: 3 clusters Score -167824.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -167824.296875 Penalty: 3656.570557
	Iteration 18F: 3 clusters Score -167824.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 13745 members 
Mstep: Class 3 contains 14048 members 
Mstep: Class 4 contains 3338 members 
Mstep: Class 5 contains 42404 members 
Mstep: Class 6 contains 5946 members 
Mstep: Class 7 contains 4913 members 
Mstep: Class 8 contains 194465 members 
Mstep: Class 9 contains 709 members 
Mstep: Class 10 contains 28519 members 
Mstep: Class 11 contains 17166 members 
Mstep: Class 12 contains 16783 members 
Mstep: Class 13 contains 56058 members 
Mstep: Class 14 contains 156185 members 
Mstep: Class 15 contains 28130 members 
Mstep: Class 16 contains 11464 members 
Mstep: Class 17 contains 10095 members 
Mstep: Class 18 contains 9041 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 20 contains 12320 members 
Mstep: Class 21 contains 171911 members 
Mstep: Class 22 contains 29888 members 
Mstep: Class 23 contains 26177 members 
Mstep: Class 24 contains 82383 members 
Mstep: Class 25 contains 24367 members 
Mstep: Class 26 contains 13532 members 
Mstep: Class 27 contains 332331 members 
Mstep: Class 28 contains 200205 members 
Mstep: Class 29 contains 1018 members 
Mstep: Class 30 contains 10068 members 
Mstep: Class 31 contains 9011 members 
Mstep: Class 32 contains 83664 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 226870 members 
Mstep: Class 35 contains 91106 members 
Mstep: Class 36 contains 21545 members 
Mstep: Class 37 contains 8053 members 
Mstep: Class 38 contains 882 members 
Entering Unmasked Estep 
Score: -235488720.000000 Penalty: 136683.125000
Splitting cluster 9 changes total score from -235488592.000000 to -235488720.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 10 (28519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28519 members 
Entering Unmasked Estep 
Score: -3474786.250000 Penalty: 2544.064697
	Iteration 0F: 2 clusters Score -3474786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -3455216.500000 Penalty: 5088.129395
	Iteration 0F: 3 clusters Score -3455216 nChanged 12859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -3462334.500000 Penalty: 5088.129395
	Iteration 1F: 3 clusters Score -3462334 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -3463147.750000 Penalty: 5088.129395
	Iteration 2F: 3 clusters Score -3463148 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -3464185.250000 Penalty: 5088.129395
	Iteration 3F: 3 clusters Score -3464185 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -3465451.750000 Penalty: 5088.129395
	Iteration 4F: 3 clusters Score -3465452 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -3466849.000000 Penalty: 5088.129395
	Iteration 5F: 3 clusters Score -3466849 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -3468200.500000 Penalty: 5088.129395
	Iteration 6F: 3 clusters Score -3468200 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -3469354.750000 Penalty: 5088.129395
	Iteration 7F: 3 clusters Score -3469355 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -3470234.000000 Penalty: 5088.129395
	Iteration 8F: 3 clusters Score -3470234 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -3470954.750000 Penalty: 5088.129395
	Iteration 9Q: 3 clusters Score -3470955 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -3471529.750000 Penalty: 5088.129395
	Iteration 10Q: 3 clusters Score -3471530 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -3472071.500000 Penalty: 5088.129395
	Iteration 11Q: 3 clusters Score -3472072 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -3472544.750000 Penalty: 5088.129395
	Iteration 12Q: 3 clusters Score -3472545 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 24621 members 
Entering Unmasked Estep 
Score: -3472947.500000 Penalty: 5088.129395
	Iteration 13Q: 3 clusters Score -3472948 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -3473236.500000 Penalty: 5088.129395
	Iteration 14Q: 3 clusters Score -3473236 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -3473483.000000 Penalty: 5088.129395
	Iteration 15Q: 3 clusters Score -3473483 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -3473669.750000 Penalty: 5088.129395
	Iteration 16Q: 3 clusters Score -3473670 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -3473815.500000 Penalty: 5088.129395
	Iteration 17Q: 3 clusters Score -3473816 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -3473923.500000 Penalty: 5088.129395
	Iteration 18Q: 3 clusters Score -3473924 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -3474024.500000 Penalty: 5088.129395
	Iteration 19Q: 3 clusters Score -3474024 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -3474093.250000 Penalty: 5088.129395
	Iteration 20F: 3 clusters Score -3474093 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -3474135.000000 Penalty: 5088.129395
	Iteration 21Q: 3 clusters Score -3474135 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 27028 members 
Entering Unmasked Estep 
Score: -3474173.750000 Penalty: 5088.129395
	Iteration 22Q: 3 clusters Score -3474174 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -3474200.000000 Penalty: 5088.129395
	Iteration 23Q: 3 clusters Score -3474200 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -3474220.000000 Penalty: 5088.129395
	Iteration 24Q: 3 clusters Score -3474220 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -3474245.250000 Penalty: 5088.129395
	Iteration 25Q: 3 clusters Score -3474245 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -3474261.000000 Penalty: 5088.129395
	Iteration 26Q: 3 clusters Score -3474261 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
Score: -3474270.000000 Penalty: 5088.129395
	Iteration 27Q: 3 clusters Score -3474270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -3474265.500000 Penalty: 5088.129395
	Iteration 28Q: 3 clusters Score -3474266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -3474269.750000 Penalty: 5088.129395
	Iteration 29Q: 3 clusters Score -3474270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -3474281.250000 Penalty: 5088.129395
	Iteration 30Q: 3 clusters Score -3474281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -3474285.500000 Penalty: 5088.129395
	Iteration 31Q: 3 clusters Score -3474286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 27289 members 
Entering Unmasked Estep 
Score: -3474282.000000 Penalty: 5088.129395
	Iteration 32Q: 3 clusters Score -3474282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -3474289.750000 Penalty: 5088.129395
	Iteration 33Q: 3 clusters Score -3474290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -3474292.250000 Penalty: 5088.129395
	Iteration 34Q: 3 clusters Score -3474292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -3474293.500000 Penalty: 5088.129395
	Iteration 35Q: 3 clusters Score -3474294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -3474294.750000 Penalty: 5088.129395
	Iteration 36Q: 3 clusters Score -3474295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -3474299.000000 Penalty: 5088.129395
	Iteration 37Q: 3 clusters Score -3474299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -3474298.000000 Penalty: 5088.129395
	Iteration 38Q: 3 clusters Score -3474298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -3474298.250000 Penalty: 5088.129395
	Iteration 39Q: 3 clusters Score -3474298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -3474298.250000 Penalty: 5088.129395
	Iteration 40F: 3 clusters Score -3474298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Entering Unmasked Estep 
Score: -2044392.000000 Penalty: 2418.170166
	Iteration 0F: 2 clusters Score -2044392 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 8697 members 
Entering Unmasked Estep 
Score: -2032217.875000 Penalty: 4836.340332
	Iteration 0F: 3 clusters Score -2032218 nChanged 7526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -2036354.875000 Penalty: 4836.340332
	Iteration 1F: 3 clusters Score -2036355 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -2036875.250000 Penalty: 4836.340332
	Iteration 2F: 3 clusters Score -2036875 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -2037348.000000 Penalty: 4836.340332
	Iteration 3F: 3 clusters Score -2037348 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -2037824.250000 Penalty: 4836.340332
	Iteration 4F: 3 clusters Score -2037824 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -2038394.875000 Penalty: 4836.340332
	Iteration 5F: 3 clusters Score -2038395 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -2039053.500000 Penalty: 4836.340332
	Iteration 6F: 3 clusters Score -2039054 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -2039838.625000 Penalty: 4836.340332
	Iteration 7F: 3 clusters Score -2039839 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -2040589.000000 Penalty: 4836.340332
	Iteration 8F: 3 clusters Score -2040589 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -2041285.625000 Penalty: 4836.340332
	Iteration 9Q: 3 clusters Score -2041286 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -2041822.875000 Penalty: 4836.340332
	Iteration 10Q: 3 clusters Score -2041823 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -2042186.875000 Penalty: 4836.340332
	Iteration 11Q: 3 clusters Score -2042187 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -2042403.875000 Penalty: 4836.340332
	Iteration 12Q: 3 clusters Score -2042404 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -2042543.125000 Penalty: 4836.340332
	Iteration 13Q: 3 clusters Score -2042543 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -2042638.375000 Penalty: 4836.340332
	Iteration 14Q: 3 clusters Score -2042638 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -2042705.000000 Penalty: 4836.340332
	Iteration 15Q: 3 clusters Score -2042705 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -2042743.875000 Penalty: 4836.340332
	Iteration 16Q: 3 clusters Score -2042744 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -2042783.125000 Penalty: 4836.340332
	Iteration 17Q: 3 clusters Score -2042783 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -2042810.250000 Penalty: 4836.340332
	Iteration 18Q: 3 clusters Score -2042810 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -2042830.250000 Penalty: 4836.340332
	Iteration 19Q: 3 clusters Score -2042830 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -2042841.250000 Penalty: 4836.340332
	Iteration 20F: 3 clusters Score -2042841 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -2042856.750000 Penalty: 4836.340332
	Iteration 21Q: 3 clusters Score -2042857 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -2042872.625000 Penalty: 4836.340332
	Iteration 22Q: 3 clusters Score -2042873 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -2042880.000000 Penalty: 4836.340332
	Iteration 23Q: 3 clusters Score -2042880 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -2042880.625000 Penalty: 4836.340332
	Iteration 24Q: 3 clusters Score -2042881 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -2042890.750000 Penalty: 4836.340332
	Iteration 25Q: 3 clusters Score -2042891 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -2042901.000000 Penalty: 4836.340332
	Iteration 26Q: 3 clusters Score -2042901 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -2042905.375000 Penalty: 4836.340332
	Iteration 27Q: 3 clusters Score -2042905 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -2042913.000000 Penalty: 4836.340332
	Iteration 28Q: 3 clusters Score -2042913 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -2042913.375000 Penalty: 4836.340332
	Iteration 29Q: 3 clusters Score -2042913 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -2042922.250000 Penalty: 4836.340332
	Iteration 30Q: 3 clusters Score -2042922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -2042919.375000 Penalty: 4836.340332
	Iteration 31Q: 3 clusters Score -2042919 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -2042923.000000 Penalty: 4836.340332
	Iteration 32Q: 3 clusters Score -2042923 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -2042928.500000 Penalty: 4836.340332
	Iteration 33Q: 3 clusters Score -2042928 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -2042931.375000 Penalty: 4836.340332
	Iteration 34Q: 3 clusters Score -2042931 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -2042933.750000 Penalty: 4836.340332
	Iteration 35Q: 3 clusters Score -2042934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -2042934.125000 Penalty: 4836.340332
	Iteration 36Q: 3 clusters Score -2042934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -2042936.750000 Penalty: 4836.340332
	Iteration 37Q: 3 clusters Score -2042937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -2042934.750000 Penalty: 4836.340332
	Iteration 38Q: 3 clusters Score -2042935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -2042932.250000 Penalty: 4836.340332
	Iteration 39Q: 3 clusters Score -2042932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -2042934.250000 Penalty: 4836.340332
	Iteration 40F: 3 clusters Score -2042934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -2042933.875000 Penalty: 4836.340332
	Iteration 41Q: 3 clusters Score -2042934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -2042937.125000 Penalty: 4836.340332
	Iteration 42Q: 3 clusters Score -2042937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -2042934.250000 Penalty: 4836.340332
	Iteration 43Q: 3 clusters Score -2042934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -2042933.875000 Penalty: 4836.340332
	Iteration 44Q: 3 clusters Score -2042934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -2042935.125000 Penalty: 4836.340332
	Iteration 45Q: 3 clusters Score -2042935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -2042932.750000 Penalty: 4836.340332
	Iteration 46Q: 3 clusters Score -2042933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -2042933.250000 Penalty: 4836.340332
	Iteration 47Q: 3 clusters Score -2042933 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -2042938.625000 Penalty: 4836.340332
	Iteration 48Q: 3 clusters Score -2042939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -2042943.375000 Penalty: 4836.340332
	Iteration 49Q: 3 clusters Score -2042943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -2042946.875000 Penalty: 4836.340332
	Iteration 50Q: 3 clusters Score -2042947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -2042941.375000 Penalty: 4836.340332
	Iteration 51Q: 3 clusters Score -2042941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -2042941.750000 Penalty: 4836.340332
	Iteration 52Q: 3 clusters Score -2042942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -2042944.875000 Penalty: 4836.340332
	Iteration 53Q: 3 clusters Score -2042945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -2042944.875000 Penalty: 4836.340332
	Iteration 54F: 3 clusters Score -2042945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Entering Unmasked Estep 
Score: -2028391.125000 Penalty: 2412.574219
	Iteration 0F: 2 clusters Score -2028391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -2016391.125000 Penalty: 4825.148438
	Iteration 0F: 3 clusters Score -2016391 nChanged 7318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -2020353.750000 Penalty: 4825.148438
	Iteration 1F: 3 clusters Score -2020354 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -2020771.625000 Penalty: 4825.148438
	Iteration 2F: 3 clusters Score -2020772 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -2021153.875000 Penalty: 4825.148438
	Iteration 3F: 3 clusters Score -2021154 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -2021608.125000 Penalty: 4825.148438
	Iteration 4F: 3 clusters Score -2021608 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -2022144.500000 Penalty: 4825.148438
	Iteration 5F: 3 clusters Score -2022144 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -2022763.375000 Penalty: 4825.148438
	Iteration 6F: 3 clusters Score -2022763 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -2023416.625000 Penalty: 4825.148438
	Iteration 7F: 3 clusters Score -2023417 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -2023956.625000 Penalty: 4825.148438
	Iteration 8F: 3 clusters Score -2023957 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -2024372.750000 Penalty: 4825.148438
	Iteration 9Q: 3 clusters Score -2024373 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -2024702.875000 Penalty: 4825.148438
	Iteration 10Q: 3 clusters Score -2024703 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -2024969.125000 Penalty: 4825.148438
	Iteration 11Q: 3 clusters Score -2024969 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -2025186.750000 Penalty: 4825.148438
	Iteration 12Q: 3 clusters Score -2025187 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -2025447.625000 Penalty: 4825.148438
	Iteration 13Q: 3 clusters Score -2025448 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -2025685.875000 Penalty: 4825.148438
	Iteration 14Q: 3 clusters Score -2025686 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -2025883.750000 Penalty: 4825.148438
	Iteration 15Q: 3 clusters Score -2025884 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -2026040.375000 Penalty: 4825.148438
	Iteration 16Q: 3 clusters Score -2026040 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -2026145.625000 Penalty: 4825.148438
	Iteration 17Q: 3 clusters Score -2026146 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -2026219.625000 Penalty: 4825.148438
	Iteration 18Q: 3 clusters Score -2026220 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -2026254.625000 Penalty: 4825.148438
	Iteration 19Q: 3 clusters Score -2026255 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -2026286.375000 Penalty: 4825.148438
	Iteration 20F: 3 clusters Score -2026286 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -2026311.625000 Penalty: 4825.148438
	Iteration 21Q: 3 clusters Score -2026312 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -2026329.125000 Penalty: 4825.148438
	Iteration 22Q: 3 clusters Score -2026329 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2026351.625000 Penalty: 4825.148438
	Iteration 23Q: 3 clusters Score -2026352 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -2026364.625000 Penalty: 4825.148438
	Iteration 24Q: 3 clusters Score -2026365 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2026381.125000 Penalty: 4825.148438
	Iteration 25Q: 3 clusters Score -2026381 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2026394.625000 Penalty: 4825.148438
	Iteration 26Q: 3 clusters Score -2026395 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2026411.000000 Penalty: 4825.148438
	Iteration 27Q: 3 clusters Score -2026411 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2026430.750000 Penalty: 4825.148438
	Iteration 28Q: 3 clusters Score -2026431 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2026441.000000 Penalty: 4825.148438
	Iteration 29Q: 3 clusters Score -2026441 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2026452.375000 Penalty: 4825.148438
	Iteration 30Q: 3 clusters Score -2026452 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2026455.625000 Penalty: 4825.148438
	Iteration 31Q: 3 clusters Score -2026456 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2026464.375000 Penalty: 4825.148438
	Iteration 32Q: 3 clusters Score -2026464 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2026474.375000 Penalty: 4825.148438
	Iteration 33Q: 3 clusters Score -2026474 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2026481.625000 Penalty: 4825.148438
	Iteration 34Q: 3 clusters Score -2026482 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2026487.250000 Penalty: 4825.148438
	Iteration 35Q: 3 clusters Score -2026487 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2026500.500000 Penalty: 4825.148438
	Iteration 36Q: 3 clusters Score -2026500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2026506.625000 Penalty: 4825.148438
	Iteration 37Q: 3 clusters Score -2026507 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2026510.625000 Penalty: 4825.148438
	Iteration 38Q: 3 clusters Score -2026511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2026511.250000 Penalty: 4825.148438
	Iteration 39Q: 3 clusters Score -2026511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2026512.750000 Penalty: 4825.148438
	Iteration 40F: 3 clusters Score -2026513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2026511.375000 Penalty: 4825.148438
	Iteration 41Q: 3 clusters Score -2026511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2026515.875000 Penalty: 4825.148438
	Iteration 42Q: 3 clusters Score -2026516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2026512.875000 Penalty: 4825.148438
	Iteration 43Q: 3 clusters Score -2026513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2026521.125000 Penalty: 4825.148438
	Iteration 44Q: 3 clusters Score -2026521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2026522.875000 Penalty: 4825.148438
	Iteration 45Q: 3 clusters Score -2026523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2026526.250000 Penalty: 4825.148438
	Iteration 46Q: 3 clusters Score -2026526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2026531.875000 Penalty: 4825.148438
	Iteration 47Q: 3 clusters Score -2026532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2026533.875000 Penalty: 4825.148438
	Iteration 48Q: 3 clusters Score -2026534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2026535.500000 Penalty: 4825.148438
	Iteration 49Q: 3 clusters Score -2026536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2026541.750000 Penalty: 4825.148438
	Iteration 50Q: 3 clusters Score -2026542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2026542.750000 Penalty: 4825.148438
	Iteration 51Q: 3 clusters Score -2026543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2026546.375000 Penalty: 4825.148438
	Iteration 52Q: 3 clusters Score -2026546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2026548.750000 Penalty: 4825.148438
	Iteration 53Q: 3 clusters Score -2026549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2026549.375000 Penalty: 4825.148438
	Iteration 54Q: 3 clusters Score -2026549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2026548.500000 Penalty: 4825.148438
	Iteration 55Q: 3 clusters Score -2026548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2026550.375000 Penalty: 4825.148438
	Iteration 56Q: 3 clusters Score -2026550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2026550.500000 Penalty: 4825.148438
	Iteration 57Q: 3 clusters Score -2026550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2026549.500000 Penalty: 4825.148438
	Iteration 58Q: 3 clusters Score -2026550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2026550.625000 Penalty: 4825.148438
	Iteration 59Q: 3 clusters Score -2026551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2026550.625000 Penalty: 4825.148438
	Iteration 60F: 3 clusters Score -2026551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (56058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56058 members 
Entering Unmasked Estep 
Score: -6832591.000000 Penalty: 2711.667236
	Iteration 0F: 2 clusters Score -6832591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 27906 members 
Entering Unmasked Estep 
Score: -6794838.000000 Penalty: 5423.334473
	Iteration 0F: 3 clusters Score -6794838 nChanged 25997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -6809305.500000 Penalty: 5423.334473
	Iteration 1F: 3 clusters Score -6809306 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -6809971.000000 Penalty: 5423.334473
	Iteration 2Q: 3 clusters Score -6809971 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -6810749.500000 Penalty: 5423.334473
	Iteration 3Q: 3 clusters Score -6810750 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30453 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -6811637.000000 Penalty: 5423.334473
	Iteration 4Q: 3 clusters Score -6811637 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31205 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -6812837.000000 Penalty: 5423.334473
	Iteration 5Q: 3 clusters Score -6812837 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32138 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -6814361.000000 Penalty: 5423.334473
	Iteration 6Q: 3 clusters Score -6814361 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 22893 members 
Entering Unmasked Estep 
Score: -6816233.500000 Penalty: 5423.334473
	Iteration 7F: 3 clusters Score -6816234 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34300 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -6818272.000000 Penalty: 5423.334473
	Iteration 8F: 3 clusters Score -6818272 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35530 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -6820162.000000 Penalty: 5423.334473
	Iteration 9F: 3 clusters Score -6820162 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -6821848.500000 Penalty: 5423.334473
	Iteration 10F: 3 clusters Score -6821848 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -6823034.500000 Penalty: 5423.334473
	Iteration 11Q: 3 clusters Score -6823034 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39569 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -6824018.000000 Penalty: 5423.334473
	Iteration 12Q: 3 clusters Score -6824018 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40936 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -6824845.000000 Penalty: 5423.334473
	Iteration 13Q: 3 clusters Score -6824845 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42230 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -6825485.500000 Penalty: 5423.334473
	Iteration 14Q: 3 clusters Score -6825486 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43507 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -6826064.000000 Penalty: 5423.334473
	Iteration 15Q: 3 clusters Score -6826064 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44709 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -6826560.000000 Penalty: 5423.334473
	Iteration 16Q: 3 clusters Score -6826560 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45853 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -6827020.000000 Penalty: 5423.334473
	Iteration 17Q: 3 clusters Score -6827020 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46924 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -6827465.500000 Penalty: 5423.334473
	Iteration 18Q: 3 clusters Score -6827466 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47886 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -6827865.500000 Penalty: 5423.334473
	Iteration 19Q: 3 clusters Score -6827866 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48757 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -6828195.500000 Penalty: 5423.334473
	Iteration 20F: 3 clusters Score -6828196 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49575 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -6828538.500000 Penalty: 5423.334473
	Iteration 21Q: 3 clusters Score -6828538 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50324 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -6828841.500000 Penalty: 5423.334473
	Iteration 22Q: 3 clusters Score -6828842 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50988 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -6829091.500000 Penalty: 5423.334473
	Iteration 23Q: 3 clusters Score -6829092 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51559 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -6829300.000000 Penalty: 5423.334473
	Iteration 24Q: 3 clusters Score -6829300 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52028 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -6829485.500000 Penalty: 5423.334473
	Iteration 25Q: 3 clusters Score -6829486 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52431 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -6829631.000000 Penalty: 5423.334473
	Iteration 26Q: 3 clusters Score -6829631 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52777 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -6829767.000000 Penalty: 5423.334473
	Iteration 27Q: 3 clusters Score -6829767 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53056 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -6829869.000000 Penalty: 5423.334473
	Iteration 28Q: 3 clusters Score -6829869 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53300 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -6829948.500000 Penalty: 5423.334473
	Iteration 29Q: 3 clusters Score -6829948 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53466 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -6830010.500000 Penalty: 5423.334473
	Iteration 30Q: 3 clusters Score -6830010 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53626 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -6830072.500000 Penalty: 5423.334473
	Iteration 31Q: 3 clusters Score -6830072 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53770 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -6830135.000000 Penalty: 5423.334473
	Iteration 32Q: 3 clusters Score -6830135 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53897 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -6830182.000000 Penalty: 5423.334473
	Iteration 33Q: 3 clusters Score -6830182 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53984 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -6830198.500000 Penalty: 5423.334473
	Iteration 34Q: 3 clusters Score -6830198 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54064 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -6830219.000000 Penalty: 5423.334473
	Iteration 35Q: 3 clusters Score -6830219 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54136 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -6830252.000000 Penalty: 5423.334473
	Iteration 36Q: 3 clusters Score -6830252 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54209 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -6830292.000000 Penalty: 5423.334473
	Iteration 37Q: 3 clusters Score -6830292 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54262 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -6830292.000000 Penalty: 5423.334473
	Iteration 38Q: 3 clusters Score -6830292 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54305 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -6830294.000000 Penalty: 5423.334473
	Iteration 39Q: 3 clusters Score -6830294 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54344 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -6830318.000000 Penalty: 5423.334473
	Iteration 40F: 3 clusters Score -6830318 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54376 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -6830324.000000 Penalty: 5423.334473
	Iteration 41Q: 3 clusters Score -6830324 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54405 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -6830329.000000 Penalty: 5423.334473
	Iteration 42Q: 3 clusters Score -6830329 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54429 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -6830336.500000 Penalty: 5423.334473
	Iteration 43Q: 3 clusters Score -6830336 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54457 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -6830347.000000 Penalty: 5423.334473
	Iteration 44Q: 3 clusters Score -6830347 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54469 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -6830347.000000 Penalty: 5423.334473
	Iteration 45Q: 3 clusters Score -6830347 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54484 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -6830352.000000 Penalty: 5423.334473
	Iteration 46Q: 3 clusters Score -6830352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54495 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -6830364.500000 Penalty: 5423.334473
	Iteration 47Q: 3 clusters Score -6830364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54507 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -6830363.000000 Penalty: 5423.334473
	Iteration 48Q: 3 clusters Score -6830363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54517 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -6830358.000000 Penalty: 5423.334473
	Iteration 49Q: 3 clusters Score -6830358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54523 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -6830362.500000 Penalty: 5423.334473
	Iteration 50Q: 3 clusters Score -6830362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54529 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -6830367.500000 Penalty: 5423.334473
	Iteration 51Q: 3 clusters Score -6830368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54535 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -6830374.500000 Penalty: 5423.334473
	Iteration 52Q: 3 clusters Score -6830374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54537 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -6830370.000000 Penalty: 5423.334473
	Iteration 53Q: 3 clusters Score -6830370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54538 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -6830374.000000 Penalty: 5423.334473
	Iteration 54Q: 3 clusters Score -6830374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54538 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -6830374.000000 Penalty: 5423.334473
	Iteration 55F: 3 clusters Score -6830374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (156185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156185 members 
Entering Unmasked Estep 
Score: -19040970.000000 Penalty: 2965.781494
	Iteration 0F: 2 clusters Score -1.904097e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77954 members 
Mstep: Class 2 contains 78231 members 
Entering Unmasked Estep 
Score: -18936346.000000 Penalty: 5931.562988
	Iteration 0F: 3 clusters Score -1.893635e+07 nChanged 74879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75551 members 
Mstep: Class 2 contains 80634 members 
Entering Unmasked Estep 
Score: -18979808.000000 Penalty: 5931.562988
	Iteration 1F: 3 clusters Score -1.897981e+07 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73684 members 
Mstep: Class 2 contains 82501 members 
Entering Unmasked Estep 
Score: -18981166.000000 Penalty: 5931.562988
	Iteration 2Q: 3 clusters Score -1.898117e+07 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70648 members 
Mstep: Class 2 contains 85537 members 
Entering Unmasked Estep 
Score: -18983112.000000 Penalty: 5931.562988
	Iteration 3Q: 3 clusters Score -1.898311e+07 nChanged 7493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65765 members 
Mstep: Class 2 contains 90420 members 
Entering Unmasked Estep 
Score: -18986446.000000 Penalty: 5931.562988
	Iteration 4Q: 3 clusters Score -1.898645e+07 nChanged 9700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58687 members 
Mstep: Class 2 contains 97498 members 
Entering Unmasked Estep 
Score: -18991832.000000 Penalty: 5931.562988
	Iteration 5F: 3 clusters Score -1.899183e+07 nChanged 11561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49580 members 
Mstep: Class 2 contains 106605 members 
Entering Unmasked Estep 
Score: -18999918.000000 Penalty: 5931.562988
	Iteration 6F: 3 clusters Score -1.899992e+07 nChanged 11872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 116605 members 
Entering Unmasked Estep 
Score: -19008436.000000 Penalty: 5931.562988
	Iteration 7F: 3 clusters Score -1.900844e+07 nChanged 10683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 2 contains 126144 members 
Entering Unmasked Estep 
Score: -19016592.000000 Penalty: 5931.562988
	Iteration 8F: 3 clusters Score -1.901659e+07 nChanged 8810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 134428 members 
Entering Unmasked Estep 
Score: -19023602.000000 Penalty: 5931.562988
	Iteration 9F: 3 clusters Score -1.90236e+07 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 140638 members 
Entering Unmasked Estep 
Score: -19029190.000000 Penalty: 5931.562988
	Iteration 10Q: 3 clusters Score -1.902919e+07 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 144850 members 
Entering Unmasked Estep 
Score: -19033402.000000 Penalty: 5931.562988
	Iteration 11Q: 3 clusters Score -1.90334e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 147208 members 
Entering Unmasked Estep 
Score: -19036026.000000 Penalty: 5931.562988
	Iteration 12Q: 3 clusters Score -1.903603e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 148399 members 
Entering Unmasked Estep 
Score: -19037632.000000 Penalty: 5931.562988
	Iteration 13Q: 3 clusters Score -1.903763e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 149090 members 
Entering Unmasked Estep 
Score: -19038344.000000 Penalty: 5931.562988
	Iteration 14Q: 3 clusters Score -1.903834e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 149592 members 
Entering Unmasked Estep 
Score: -19038740.000000 Penalty: 5931.562988
	Iteration 15Q: 3 clusters Score -1.903874e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 149978 members 
Entering Unmasked Estep 
Score: -19038938.000000 Penalty: 5931.562988
	Iteration 16Q: 3 clusters Score -1.903894e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 150281 members 
Entering Unmasked Estep 
Score: -19039042.000000 Penalty: 5931.562988
	Iteration 17Q: 3 clusters Score -1.903904e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 150535 members 
Entering Unmasked Estep 
Score: -19039078.000000 Penalty: 5931.562988
	Iteration 18Q: 3 clusters Score -1.903908e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 150756 members 
Entering Unmasked Estep 
Score: -19039124.000000 Penalty: 5931.562988
	Iteration 19Q: 3 clusters Score -1.903912e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 150947 members 
Entering Unmasked Estep 
Score: -19039152.000000 Penalty: 5931.562988
	Iteration 20F: 3 clusters Score -1.903915e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 151092 members 
Entering Unmasked Estep 
Score: -19039162.000000 Penalty: 5931.562988
	Iteration 21Q: 3 clusters Score -1.903916e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 151215 members 
Entering Unmasked Estep 
Score: -19039162.000000 Penalty: 5931.562988
	Iteration 22Q: 3 clusters Score -1.903916e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 151334 members 
Entering Unmasked Estep 
Score: -19039188.000000 Penalty: 5931.562988
	Iteration 23Q: 3 clusters Score -1.903919e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 151433 members 
Entering Unmasked Estep 
Score: -19039214.000000 Penalty: 5931.562988
	Iteration 24Q: 3 clusters Score -1.903921e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 151517 members 
Entering Unmasked Estep 
Score: -19039216.000000 Penalty: 5931.562988
	Iteration 25Q: 3 clusters Score -1.903922e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 151601 members 
Entering Unmasked Estep 
Score: -19039226.000000 Penalty: 5931.562988
	Iteration 26Q: 3 clusters Score -1.903923e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 151673 members 
Entering Unmasked Estep 
Score: -19039242.000000 Penalty: 5931.562988
	Iteration 27Q: 3 clusters Score -1.903924e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 151726 members 
Entering Unmasked Estep 
Score: -19039264.000000 Penalty: 5931.562988
	Iteration 28Q: 3 clusters Score -1.903926e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 151777 members 
Entering Unmasked Estep 
Score: -19039262.000000 Penalty: 5931.562988
	Iteration 29Q: 3 clusters Score -1.903926e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 151825 members 
Entering Unmasked Estep 
Score: -19039264.000000 Penalty: 5931.562988
	Iteration 30Q: 3 clusters Score -1.903926e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 151870 members 
Entering Unmasked Estep 
Score: -19039284.000000 Penalty: 5931.562988
	Iteration 31Q: 3 clusters Score -1.903928e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 151920 members 
Entering Unmasked Estep 
Score: -19039282.000000 Penalty: 5931.562988
	Iteration 32Q: 3 clusters Score -1.903928e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 151971 members 
Entering Unmasked Estep 
Score: -19039300.000000 Penalty: 5931.562988
	Iteration 33Q: 3 clusters Score -1.90393e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 152034 members 
Entering Unmasked Estep 
Score: -19039304.000000 Penalty: 5931.562988
	Iteration 34Q: 3 clusters Score -1.90393e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 152088 members 
Entering Unmasked Estep 
Score: -19039300.000000 Penalty: 5931.562988
	Iteration 35Q: 3 clusters Score -1.90393e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 152147 members 
Entering Unmasked Estep 
Score: -19039318.000000 Penalty: 5931.562988
	Iteration 36Q: 3 clusters Score -1.903932e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 152202 members 
Entering Unmasked Estep 
Score: -19039316.000000 Penalty: 5931.562988
	Iteration 37Q: 3 clusters Score -1.903932e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 152257 members 
Entering Unmasked Estep 
Score: -19039328.000000 Penalty: 5931.562988
	Iteration 38Q: 3 clusters Score -1.903933e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 152309 members 
Entering Unmasked Estep 
Score: -19039322.000000 Penalty: 5931.562988
	Iteration 39Q: 3 clusters Score -1.903932e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 152346 members 
Entering Unmasked Estep 
Score: -19039322.000000 Penalty: 5931.562988
	Iteration 40F: 3 clusters Score -1.903932e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 152378 members 
Entering Unmasked Estep 
Score: -19039316.000000 Penalty: 5931.562988
	Iteration 41Q: 3 clusters Score -1.903932e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 152398 members 
Entering Unmasked Estep 
Score: -19039348.000000 Penalty: 5931.562988
	Iteration 42Q: 3 clusters Score -1.903935e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 152420 members 
Entering Unmasked Estep 
Score: -19039332.000000 Penalty: 5931.562988
	Iteration 43Q: 3 clusters Score -1.903933e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 152439 members 
Entering Unmasked Estep 
Score: -19039342.000000 Penalty: 5931.562988
	Iteration 44Q: 3 clusters Score -1.903934e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 152448 members 
Entering Unmasked Estep 
Score: -19039350.000000 Penalty: 5931.562988
	Iteration 45Q: 3 clusters Score -1.903935e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 152461 members 
Entering Unmasked Estep 
Score: -19039332.000000 Penalty: 5931.562988
	Iteration 46Q: 3 clusters Score -1.903933e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 152472 members 
Entering Unmasked Estep 
Score: -19039326.000000 Penalty: 5931.562988
	Iteration 47Q: 3 clusters Score -1.903933e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 152481 members 
Entering Unmasked Estep 
Score: -19039326.000000 Penalty: 5931.562988
	Iteration 48Q: 3 clusters Score -1.903933e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 152485 members 
Entering Unmasked Estep 
Score: -19039320.000000 Penalty: 5931.562988
	Iteration 49Q: 3 clusters Score -1.903932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 152489 members 
Entering Unmasked Estep 
Score: -19039318.000000 Penalty: 5931.562988
	Iteration 50Q: 3 clusters Score -1.903932e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 152495 members 
Entering Unmasked Estep 
Score: -19039322.000000 Penalty: 5931.562988
	Iteration 51Q: 3 clusters Score -1.903932e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 152502 members 
Entering Unmasked Estep 
Score: -19039324.000000 Penalty: 5931.562988
	Iteration 52Q: 3 clusters Score -1.903932e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 152509 members 
Entering Unmasked Estep 
Score: -19039320.000000 Penalty: 5931.562988
	Iteration 53Q: 3 clusters Score -1.903932e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 152515 members 
Entering Unmasked Estep 
Score: -19039324.000000 Penalty: 5931.562988
	Iteration 54Q: 3 clusters Score -1.903932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 152519 members 
Entering Unmasked Estep 
Score: -19039318.000000 Penalty: 5931.562988
	Iteration 55Q: 3 clusters Score -1.903932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 152523 members 
Entering Unmasked Estep 
Score: -19039310.000000 Penalty: 5931.562988
	Iteration 56Q: 3 clusters Score -1.903931e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 152528 members 
Entering Unmasked Estep 
Score: -19039304.000000 Penalty: 5931.562988
	Iteration 57Q: 3 clusters Score -1.90393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 152532 members 
Entering Unmasked Estep 
Score: -19039318.000000 Penalty: 5931.562988
	Iteration 58Q: 3 clusters Score -1.903932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 152533 members 
Entering Unmasked Estep 
Score: -19039310.000000 Penalty: 5931.562988
	Iteration 59Q: 3 clusters Score -1.903931e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 152537 members 
Entering Unmasked Estep 
Score: -19039312.000000 Penalty: 5931.562988
	Iteration 60F: 3 clusters Score -1.903931e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 152539 members 
Entering Unmasked Estep 
Score: -19039314.000000 Penalty: 5931.562988
	Iteration 61Q: 3 clusters Score -1.903931e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 152540 members 
Entering Unmasked Estep 
Score: -19039316.000000 Penalty: 5931.562988
	Iteration 62Q: 3 clusters Score -1.903932e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 152541 members 
Entering Unmasked Estep 
Score: -19039310.000000 Penalty: 5931.562988
	Iteration 63Q: 3 clusters Score -1.903931e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 152542 members 
Entering Unmasked Estep 
Score: -19039308.000000 Penalty: 5931.562988
	Iteration 64Q: 3 clusters Score -1.903931e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 152542 members 
Entering Unmasked Estep 
Score: -19039308.000000 Penalty: 5931.562988
	Iteration 65F: 3 clusters Score -1.903931e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Entering Unmasked Estep 
Score: -3384861.750000 Penalty: 2540.658691
	Iteration 0F: 2 clusters Score -3384862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -3365577.000000 Penalty: 5081.317383
	Iteration 0F: 3 clusters Score -3365577 nChanged 12580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -3372456.000000 Penalty: 5081.317383
	Iteration 1F: 3 clusters Score -3372456 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -3372937.000000 Penalty: 5081.317383
	Iteration 2F: 3 clusters Score -3372937 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -3373466.250000 Penalty: 5081.317383
	Iteration 3Q: 3 clusters Score -3373466 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -3374012.000000 Penalty: 5081.317383
	Iteration 4Q: 3 clusters Score -3374012 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -3374756.750000 Penalty: 5081.317383
	Iteration 5Q: 3 clusters Score -3374757 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -3375532.000000 Penalty: 5081.317383
	Iteration 6Q: 3 clusters Score -3375532 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -3376377.750000 Penalty: 5081.317383
	Iteration 7Q: 3 clusters Score -3376378 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -3377231.000000 Penalty: 5081.317383
	Iteration 8Q: 3 clusters Score -3377231 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -3378065.750000 Penalty: 5081.317383
	Iteration 9Q: 3 clusters Score -3378066 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -3378829.750000 Penalty: 5081.317383
	Iteration 10Q: 3 clusters Score -3378830 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -3379465.500000 Penalty: 5081.317383
	Iteration 11Q: 3 clusters Score -3379466 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -3379964.500000 Penalty: 5081.317383
	Iteration 12Q: 3 clusters Score -3379964 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -3380406.000000 Penalty: 5081.317383
	Iteration 13Q: 3 clusters Score -3380406 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -3380724.750000 Penalty: 5081.317383
	Iteration 14Q: 3 clusters Score -3380725 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -3380996.250000 Penalty: 5081.317383
	Iteration 15Q: 3 clusters Score -3380996 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -3381259.000000 Penalty: 5081.317383
	Iteration 16Q: 3 clusters Score -3381259 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -3381549.750000 Penalty: 5081.317383
	Iteration 17Q: 3 clusters Score -3381550 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -3381886.000000 Penalty: 5081.317383
	Iteration 18Q: 3 clusters Score -3381886 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -3382190.000000 Penalty: 5081.317383
	Iteration 19Q: 3 clusters Score -3382190 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -3382369.000000 Penalty: 5081.317383
	Iteration 20F: 3 clusters Score -3382369 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -3382492.250000 Penalty: 5081.317383
	Iteration 21Q: 3 clusters Score -3382492 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -3382565.000000 Penalty: 5081.317383
	Iteration 22Q: 3 clusters Score -3382565 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -3382646.250000 Penalty: 5081.317383
	Iteration 23Q: 3 clusters Score -3382646 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -3382732.000000 Penalty: 5081.317383
	Iteration 24Q: 3 clusters Score -3382732 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -3382784.000000 Penalty: 5081.317383
	Iteration 25Q: 3 clusters Score -3382784 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -3382846.000000 Penalty: 5081.317383
	Iteration 26Q: 3 clusters Score -3382846 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -3382905.250000 Penalty: 5081.317383
	Iteration 27Q: 3 clusters Score -3382905 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -3382938.750000 Penalty: 5081.317383
	Iteration 28Q: 3 clusters Score -3382939 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -3382968.500000 Penalty: 5081.317383
	Iteration 29Q: 3 clusters Score -3382968 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -3382996.250000 Penalty: 5081.317383
	Iteration 30Q: 3 clusters Score -3382996 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -3383024.000000 Penalty: 5081.317383
	Iteration 31Q: 3 clusters Score -3383024 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -3383049.250000 Penalty: 5081.317383
	Iteration 32Q: 3 clusters Score -3383049 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -3383065.000000 Penalty: 5081.317383
	Iteration 33Q: 3 clusters Score -3383065 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -3383101.500000 Penalty: 5081.317383
	Iteration 34Q: 3 clusters Score -3383102 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -3383141.250000 Penalty: 5081.317383
	Iteration 35Q: 3 clusters Score -3383141 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -3383153.500000 Penalty: 5081.317383
	Iteration 36Q: 3 clusters Score -3383154 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -3383177.500000 Penalty: 5081.317383
	Iteration 37Q: 3 clusters Score -3383178 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -3383192.750000 Penalty: 5081.317383
	Iteration 38Q: 3 clusters Score -3383193 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -3383203.500000 Penalty: 5081.317383
	Iteration 39Q: 3 clusters Score -3383204 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -3383213.750000 Penalty: 5081.317383
	Iteration 40F: 3 clusters Score -3383214 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -3383223.250000 Penalty: 5081.317383
	Iteration 41Q: 3 clusters Score -3383223 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -3383236.500000 Penalty: 5081.317383
	Iteration 42Q: 3 clusters Score -3383236 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -3383243.250000 Penalty: 5081.317383
	Iteration 43Q: 3 clusters Score -3383243 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -3383251.750000 Penalty: 5081.317383
	Iteration 44Q: 3 clusters Score -3383252 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -3383261.500000 Penalty: 5081.317383
	Iteration 45Q: 3 clusters Score -3383262 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -3383270.500000 Penalty: 5081.317383
	Iteration 46Q: 3 clusters Score -3383270 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -3383275.000000 Penalty: 5081.317383
	Iteration 47Q: 3 clusters Score -3383275 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -3383280.750000 Penalty: 5081.317383
	Iteration 48Q: 3 clusters Score -3383281 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -3383285.250000 Penalty: 5081.317383
	Iteration 49Q: 3 clusters Score -3383285 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -3383292.000000 Penalty: 5081.317383
	Iteration 50Q: 3 clusters Score -3383292 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -3383303.000000 Penalty: 5081.317383
	Iteration 51Q: 3 clusters Score -3383303 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -3383311.250000 Penalty: 5081.317383
	Iteration 52Q: 3 clusters Score -3383311 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -3383314.000000 Penalty: 5081.317383
	Iteration 53Q: 3 clusters Score -3383314 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -3383307.000000 Penalty: 5081.317383
	Iteration 54Q: 3 clusters Score -3383307 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -3383324.750000 Penalty: 5081.317383
	Iteration 55Q: 3 clusters Score -3383325 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -3383338.000000 Penalty: 5081.317383
	Iteration 56Q: 3 clusters Score -3383338 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -3383351.000000 Penalty: 5081.317383
	Iteration 57Q: 3 clusters Score -3383351 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -3383358.500000 Penalty: 5081.317383
	Iteration 58Q: 3 clusters Score -3383358 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -3383360.750000 Penalty: 5081.317383
	Iteration 59Q: 3 clusters Score -3383361 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -3383355.750000 Penalty: 5081.317383
	Iteration 60F: 3 clusters Score -3383356 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -3383357.250000 Penalty: 5081.317383
	Iteration 61Q: 3 clusters Score -3383357 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -3383375.250000 Penalty: 5081.317383
	Iteration 62Q: 3 clusters Score -3383375 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -3383379.000000 Penalty: 5081.317383
	Iteration 63Q: 3 clusters Score -3383379 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -3383398.000000 Penalty: 5081.317383
	Iteration 64Q: 3 clusters Score -3383398 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -3383406.000000 Penalty: 5081.317383
	Iteration 65Q: 3 clusters Score -3383406 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -3383408.000000 Penalty: 5081.317383
	Iteration 66Q: 3 clusters Score -3383408 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -3383413.250000 Penalty: 5081.317383
	Iteration 67Q: 3 clusters Score -3383413 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -3383415.250000 Penalty: 5081.317383
	Iteration 68Q: 3 clusters Score -3383415 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -3383427.750000 Penalty: 5081.317383
	Iteration 69Q: 3 clusters Score -3383428 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -3383432.250000 Penalty: 5081.317383
	Iteration 70Q: 3 clusters Score -3383432 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -3383437.250000 Penalty: 5081.317383
	Iteration 71Q: 3 clusters Score -3383437 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -3383450.750000 Penalty: 5081.317383
	Iteration 72Q: 3 clusters Score -3383451 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -3383450.250000 Penalty: 5081.317383
	Iteration 73Q: 3 clusters Score -3383450 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -3383456.750000 Penalty: 5081.317383
	Iteration 74Q: 3 clusters Score -3383457 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -3383454.000000 Penalty: 5081.317383
	Iteration 75Q: 3 clusters Score -3383454 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -3383452.750000 Penalty: 5081.317383
	Iteration 76Q: 3 clusters Score -3383453 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -3383457.250000 Penalty: 5081.317383
	Iteration 77Q: 3 clusters Score -3383457 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -3383460.000000 Penalty: 5081.317383
	Iteration 78Q: 3 clusters Score -3383460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -3383455.250000 Penalty: 5081.317383
	Iteration 79Q: 3 clusters Score -3383455 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -3383458.500000 Penalty: 5081.317383
	Iteration 80F: 3 clusters Score -3383458 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -3383467.000000 Penalty: 5081.317383
	Iteration 81Q: 3 clusters Score -3383467 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -3383469.500000 Penalty: 5081.317383
	Iteration 82Q: 3 clusters Score -3383470 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -3383471.750000 Penalty: 5081.317383
	Iteration 83Q: 3 clusters Score -3383472 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -3383480.250000 Penalty: 5081.317383
	Iteration 84Q: 3 clusters Score -3383480 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -3383478.750000 Penalty: 5081.317383
	Iteration 85Q: 3 clusters Score -3383479 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -3383489.500000 Penalty: 5081.317383
	Iteration 86Q: 3 clusters Score -3383490 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -3383486.000000 Penalty: 5081.317383
	Iteration 87Q: 3 clusters Score -3383486 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -3383486.500000 Penalty: 5081.317383
	Iteration 88Q: 3 clusters Score -3383486 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -3383491.000000 Penalty: 5081.317383
	Iteration 89Q: 3 clusters Score -3383491 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -3383494.750000 Penalty: 5081.317383
	Iteration 90Q: 3 clusters Score -3383495 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -3383501.250000 Penalty: 5081.317383
	Iteration 91Q: 3 clusters Score -3383501 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -3383502.250000 Penalty: 5081.317383
	Iteration 92Q: 3 clusters Score -3383502 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -3383522.000000 Penalty: 5081.317383
	Iteration 93Q: 3 clusters Score -3383522 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -3383530.500000 Penalty: 5081.317383
	Iteration 94Q: 3 clusters Score -3383530 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -3383533.750000 Penalty: 5081.317383
	Iteration 95Q: 3 clusters Score -3383534 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -3383535.000000 Penalty: 5081.317383
	Iteration 96Q: 3 clusters Score -3383535 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -3383540.000000 Penalty: 5081.317383
	Iteration 97Q: 3 clusters Score -3383540 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -3383546.250000 Penalty: 5081.317383
	Iteration 98Q: 3 clusters Score -3383546 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -3383555.500000 Penalty: 5081.317383
	Iteration 99Q: 3 clusters Score -3383556 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -3383557.500000 Penalty: 5081.317383
	Iteration 100F: 3 clusters Score -3383558 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -3383572.250000 Penalty: 5081.317383
	Iteration 101Q: 3 clusters Score -3383572 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -3383569.500000 Penalty: 5081.317383
	Iteration 102Q: 3 clusters Score -3383570 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -3383572.500000 Penalty: 5081.317383
	Iteration 103Q: 3 clusters Score -3383572 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -3383573.500000 Penalty: 5081.317383
	Iteration 104Q: 3 clusters Score -3383574 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -3383578.250000 Penalty: 5081.317383
	Iteration 105Q: 3 clusters Score -3383578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -3383580.500000 Penalty: 5081.317383
	Iteration 106Q: 3 clusters Score -3383580 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -3383583.000000 Penalty: 5081.317383
	Iteration 107Q: 3 clusters Score -3383583 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -3383577.250000 Penalty: 5081.317383
	Iteration 108Q: 3 clusters Score -3383577 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -3383578.250000 Penalty: 5081.317383
	Iteration 109Q: 3 clusters Score -3383578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -3383577.000000 Penalty: 5081.317383
	Iteration 110Q: 3 clusters Score -3383577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -3383581.250000 Penalty: 5081.317383
	Iteration 111Q: 3 clusters Score -3383581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -3383585.500000 Penalty: 5081.317383
	Iteration 112Q: 3 clusters Score -3383586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -3383587.250000 Penalty: 5081.317383
	Iteration 113Q: 3 clusters Score -3383587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -3383582.500000 Penalty: 5081.317383
	Iteration 114Q: 3 clusters Score -3383582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -3383592.500000 Penalty: 5081.317383
	Iteration 115Q: 3 clusters Score -3383592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -3383589.750000 Penalty: 5081.317383
	Iteration 116Q: 3 clusters Score -3383590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -3383590.750000 Penalty: 5081.317383
	Iteration 117Q: 3 clusters Score -3383591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -3383590.750000 Penalty: 5081.317383
	Iteration 118F: 3 clusters Score -3383591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Entering Unmasked Estep 
Score: -1381875.250000 Penalty: 2318.047852
	Iteration 0F: 2 clusters Score -1381875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1373252.750000 Penalty: 4636.095703
	Iteration 0F: 3 clusters Score -1373253 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1375840.750000 Penalty: 4636.095703
	Iteration 1F: 3 clusters Score -1375841 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1376132.500000 Penalty: 4636.095703
	Iteration 2F: 3 clusters Score -1376132 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1376355.750000 Penalty: 4636.095703
	Iteration 3Q: 3 clusters Score -1376356 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1376565.750000 Penalty: 4636.095703
	Iteration 4Q: 3 clusters Score -1376566 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1376737.375000 Penalty: 4636.095703
	Iteration 5Q: 3 clusters Score -1376737 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1376906.625000 Penalty: 4636.095703
	Iteration 6Q: 3 clusters Score -1376907 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1377089.125000 Penalty: 4636.095703
	Iteration 7Q: 3 clusters Score -1377089 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1377298.000000 Penalty: 4636.095703
	Iteration 8Q: 3 clusters Score -1377298 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1377520.375000 Penalty: 4636.095703
	Iteration 9Q: 3 clusters Score -1377520 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1377746.125000 Penalty: 4636.095703
	Iteration 10Q: 3 clusters Score -1377746 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1377989.750000 Penalty: 4636.095703
	Iteration 11Q: 3 clusters Score -1377990 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1378228.875000 Penalty: 4636.095703
	Iteration 12Q: 3 clusters Score -1378229 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1378428.125000 Penalty: 4636.095703
	Iteration 13Q: 3 clusters Score -1378428 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1378601.875000 Penalty: 4636.095703
	Iteration 14Q: 3 clusters Score -1378602 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1378711.750000 Penalty: 4636.095703
	Iteration 15Q: 3 clusters Score -1378712 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1378796.500000 Penalty: 4636.095703
	Iteration 16Q: 3 clusters Score -1378796 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1378908.125000 Penalty: 4636.095703
	Iteration 17Q: 3 clusters Score -1378908 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1379049.500000 Penalty: 4636.095703
	Iteration 18Q: 3 clusters Score -1379050 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1379202.875000 Penalty: 4636.095703
	Iteration 19Q: 3 clusters Score -1379203 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1379317.375000 Penalty: 4636.095703
	Iteration 20F: 3 clusters Score -1379317 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1379416.875000 Penalty: 4636.095703
	Iteration 21Q: 3 clusters Score -1379417 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1379486.375000 Penalty: 4636.095703
	Iteration 22Q: 3 clusters Score -1379486 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1379549.750000 Penalty: 4636.095703
	Iteration 23Q: 3 clusters Score -1379550 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1379593.000000 Penalty: 4636.095703
	Iteration 24Q: 3 clusters Score -1379593 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1379636.625000 Penalty: 4636.095703
	Iteration 25Q: 3 clusters Score -1379637 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1379675.750000 Penalty: 4636.095703
	Iteration 26Q: 3 clusters Score -1379676 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1379728.750000 Penalty: 4636.095703
	Iteration 27Q: 3 clusters Score -1379729 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1379778.250000 Penalty: 4636.095703
	Iteration 28Q: 3 clusters Score -1379778 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1379823.250000 Penalty: 4636.095703
	Iteration 29Q: 3 clusters Score -1379823 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1379876.875000 Penalty: 4636.095703
	Iteration 30Q: 3 clusters Score -1379877 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1379918.625000 Penalty: 4636.095703
	Iteration 31Q: 3 clusters Score -1379919 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1379962.125000 Penalty: 4636.095703
	Iteration 32Q: 3 clusters Score -1379962 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1380020.500000 Penalty: 4636.095703
	Iteration 33Q: 3 clusters Score -1380020 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1380093.625000 Penalty: 4636.095703
	Iteration 34Q: 3 clusters Score -1380094 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1380167.500000 Penalty: 4636.095703
	Iteration 35Q: 3 clusters Score -1380168 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1380225.625000 Penalty: 4636.095703
	Iteration 36Q: 3 clusters Score -1380226 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1380250.375000 Penalty: 4636.095703
	Iteration 37Q: 3 clusters Score -1380250 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1380283.125000 Penalty: 4636.095703
	Iteration 38Q: 3 clusters Score -1380283 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1380308.000000 Penalty: 4636.095703
	Iteration 39Q: 3 clusters Score -1380308 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1380321.125000 Penalty: 4636.095703
	Iteration 40F: 3 clusters Score -1380321 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1380328.000000 Penalty: 4636.095703
	Iteration 41Q: 3 clusters Score -1380328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1380333.875000 Penalty: 4636.095703
	Iteration 42Q: 3 clusters Score -1380334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1380336.875000 Penalty: 4636.095703
	Iteration 43Q: 3 clusters Score -1380337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1380337.750000 Penalty: 4636.095703
	Iteration 44Q: 3 clusters Score -1380338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1380336.625000 Penalty: 4636.095703
	Iteration 45Q: 3 clusters Score -1380337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1380338.000000 Penalty: 4636.095703
	Iteration 46Q: 3 clusters Score -1380338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1380343.250000 Penalty: 4636.095703
	Iteration 47Q: 3 clusters Score -1380343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1380344.250000 Penalty: 4636.095703
	Iteration 48Q: 3 clusters Score -1380344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1380347.000000 Penalty: 4636.095703
	Iteration 49Q: 3 clusters Score -1380347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1380346.750000 Penalty: 4636.095703
	Iteration 50Q: 3 clusters Score -1380347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1380346.625000 Penalty: 4636.095703
	Iteration 51Q: 3 clusters Score -1380347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1380346.625000 Penalty: 4636.095703
	Iteration 52F: 3 clusters Score -1380347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Entering Unmasked Estep 
Score: -1164177.375000 Penalty: 2286.509277
	Iteration 0F: 2 clusters Score -1164177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1156505.875000 Penalty: 4573.018555
	Iteration 0F: 3 clusters Score -1156506 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1158683.000000 Penalty: 4573.018555
	Iteration 1F: 3 clusters Score -1158683 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1159108.500000 Penalty: 4573.018555
	Iteration 2F: 3 clusters Score -1159108 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1159448.875000 Penalty: 4573.018555
	Iteration 3F: 3 clusters Score -1159449 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1159779.625000 Penalty: 4573.018555
	Iteration 4F: 3 clusters Score -1159780 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1160116.000000 Penalty: 4573.018555
	Iteration 5F: 3 clusters Score -1160116 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1160429.375000 Penalty: 4573.018555
	Iteration 6F: 3 clusters Score -1160429 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1160735.875000 Penalty: 4573.018555
	Iteration 7Q: 3 clusters Score -1160736 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1161029.375000 Penalty: 4573.018555
	Iteration 8Q: 3 clusters Score -1161029 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1161283.000000 Penalty: 4573.018555
	Iteration 9Q: 3 clusters Score -1161283 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1161478.625000 Penalty: 4573.018555
	Iteration 10Q: 3 clusters Score -1161479 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1161639.875000 Penalty: 4573.018555
	Iteration 11Q: 3 clusters Score -1161640 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1161795.250000 Penalty: 4573.018555
	Iteration 12Q: 3 clusters Score -1161795 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1161954.625000 Penalty: 4573.018555
	Iteration 13Q: 3 clusters Score -1161955 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1162068.375000 Penalty: 4573.018555
	Iteration 14Q: 3 clusters Score -1162068 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1162171.875000 Penalty: 4573.018555
	Iteration 15Q: 3 clusters Score -1162172 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1162247.125000 Penalty: 4573.018555
	Iteration 16Q: 3 clusters Score -1162247 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1162326.250000 Penalty: 4573.018555
	Iteration 17Q: 3 clusters Score -1162326 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1162396.125000 Penalty: 4573.018555
	Iteration 18Q: 3 clusters Score -1162396 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1162442.875000 Penalty: 4573.018555
	Iteration 19Q: 3 clusters Score -1162443 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1162484.000000 Penalty: 4573.018555
	Iteration 20F: 3 clusters Score -1162484 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1162519.000000 Penalty: 4573.018555
	Iteration 21Q: 3 clusters Score -1162519 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1162551.250000 Penalty: 4573.018555
	Iteration 22Q: 3 clusters Score -1162551 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1162567.000000 Penalty: 4573.018555
	Iteration 23Q: 3 clusters Score -1162567 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1162576.125000 Penalty: 4573.018555
	Iteration 24Q: 3 clusters Score -1162576 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1162588.875000 Penalty: 4573.018555
	Iteration 25Q: 3 clusters Score -1162589 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1162600.375000 Penalty: 4573.018555
	Iteration 26Q: 3 clusters Score -1162600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1162609.125000 Penalty: 4573.018555
	Iteration 27Q: 3 clusters Score -1162609 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1162618.875000 Penalty: 4573.018555
	Iteration 28Q: 3 clusters Score -1162619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1162625.500000 Penalty: 4573.018555
	Iteration 29Q: 3 clusters Score -1162626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1162627.250000 Penalty: 4573.018555
	Iteration 30Q: 3 clusters Score -1162627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1162632.750000 Penalty: 4573.018555
	Iteration 31Q: 3 clusters Score -1162633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1162634.250000 Penalty: 4573.018555
	Iteration 32Q: 3 clusters Score -1162634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1162636.000000 Penalty: 4573.018555
	Iteration 33Q: 3 clusters Score -1162636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1162635.125000 Penalty: 4573.018555
	Iteration 34Q: 3 clusters Score -1162635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1162635.250000 Penalty: 4573.018555
	Iteration 35Q: 3 clusters Score -1162635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1162638.250000 Penalty: 4573.018555
	Iteration 36Q: 3 clusters Score -1162638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1162638.000000 Penalty: 4573.018555
	Iteration 37Q: 3 clusters Score -1162638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1162642.250000 Penalty: 4573.018555
	Iteration 38Q: 3 clusters Score -1162642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1162649.875000 Penalty: 4573.018555
	Iteration 39Q: 3 clusters Score -1162650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1162654.250000 Penalty: 4573.018555
	Iteration 40F: 3 clusters Score -1162654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1162657.250000 Penalty: 4573.018555
	Iteration 41Q: 3 clusters Score -1162657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1162665.875000 Penalty: 4573.018555
	Iteration 42Q: 3 clusters Score -1162666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1162668.250000 Penalty: 4573.018555
	Iteration 43Q: 3 clusters Score -1162668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1162672.875000 Penalty: 4573.018555
	Iteration 44Q: 3 clusters Score -1162673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1162673.000000 Penalty: 4573.018555
	Iteration 45Q: 3 clusters Score -1162673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1162673.000000 Penalty: 4573.018555
	Iteration 46Q: 3 clusters Score -1162673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1162674.625000 Penalty: 4573.018555
	Iteration 47Q: 3 clusters Score -1162675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1162672.625000 Penalty: 4573.018555
	Iteration 48Q: 3 clusters Score -1162673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1162674.375000 Penalty: 4573.018555
	Iteration 49Q: 3 clusters Score -1162674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1162674.375000 Penalty: 4573.018555
	Iteration 50F: 3 clusters Score -1162674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Entering Unmasked Estep 
Score: -1026754.687500 Penalty: 2259.162109
	Iteration 0F: 2 clusters Score -1026755 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 4549 members 
Entering Unmasked Estep 
Score: -1019739.875000 Penalty: 4518.324219
	Iteration 0F: 3 clusters Score -1019740 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1022043.000000 Penalty: 4518.324219
	Iteration 1F: 3 clusters Score -1022043 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1022742.312500 Penalty: 4518.324219
	Iteration 2F: 3 clusters Score -1022742 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1023448.750000 Penalty: 4518.324219
	Iteration 3F: 3 clusters Score -1023449 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1024196.625000 Penalty: 4518.324219
	Iteration 4F: 3 clusters Score -1024197 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1024884.000000 Penalty: 4518.324219
	Iteration 5F: 3 clusters Score -1024884 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1025378.812500 Penalty: 4518.324219
	Iteration 6F: 3 clusters Score -1025379 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1025615.437500 Penalty: 4518.324219
	Iteration 7Q: 3 clusters Score -1025615 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1025750.500000 Penalty: 4518.324219
	Iteration 8Q: 3 clusters Score -1025750 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1025840.125000 Penalty: 4518.324219
	Iteration 9Q: 3 clusters Score -1025840 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1025923.125000 Penalty: 4518.324219
	Iteration 10Q: 3 clusters Score -1025923 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1026025.687500 Penalty: 4518.324219
	Iteration 11Q: 3 clusters Score -1026026 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1026140.062500 Penalty: 4518.324219
	Iteration 12Q: 3 clusters Score -1026140 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1026236.312500 Penalty: 4518.324219
	Iteration 13Q: 3 clusters Score -1026236 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1026317.687500 Penalty: 4518.324219
	Iteration 14Q: 3 clusters Score -1026318 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1026384.375000 Penalty: 4518.324219
	Iteration 15Q: 3 clusters Score -1026384 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1026424.000000 Penalty: 4518.324219
	Iteration 16Q: 3 clusters Score -1026424 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1026457.750000 Penalty: 4518.324219
	Iteration 17Q: 3 clusters Score -1026458 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1026478.812500 Penalty: 4518.324219
	Iteration 18Q: 3 clusters Score -1026479 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1026494.000000 Penalty: 4518.324219
	Iteration 19Q: 3 clusters Score -1026494 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1026505.000000 Penalty: 4518.324219
	Iteration 20F: 3 clusters Score -1026505 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1026510.562500 Penalty: 4518.324219
	Iteration 21Q: 3 clusters Score -1026511 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1026518.937500 Penalty: 4518.324219
	Iteration 22Q: 3 clusters Score -1026519 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1026523.812500 Penalty: 4518.324219
	Iteration 23Q: 3 clusters Score -1026524 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1026527.812500 Penalty: 4518.324219
	Iteration 24Q: 3 clusters Score -1026528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1026533.687500 Penalty: 4518.324219
	Iteration 25Q: 3 clusters Score -1026534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1026537.437500 Penalty: 4518.324219
	Iteration 26Q: 3 clusters Score -1026537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1026538.437500 Penalty: 4518.324219
	Iteration 27Q: 3 clusters Score -1026538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1026541.000000 Penalty: 4518.324219
	Iteration 28Q: 3 clusters Score -1026541 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1026543.875000 Penalty: 4518.324219
	Iteration 29Q: 3 clusters Score -1026544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1026544.875000 Penalty: 4518.324219
	Iteration 30Q: 3 clusters Score -1026545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1026545.750000 Penalty: 4518.324219
	Iteration 31Q: 3 clusters Score -1026546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1026547.187500 Penalty: 4518.324219
	Iteration 32Q: 3 clusters Score -1026547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1026547.187500 Penalty: 4518.324219
	Iteration 33F: 3 clusters Score -1026547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Entering Unmasked Estep 
Score: -1670842.250000 Penalty: 2380.416992
	Iteration 0F: 2 clusters Score -1670842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1660170.875000 Penalty: 4760.833984
	Iteration 0F: 3 clusters Score -1660171 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1663874.375000 Penalty: 4760.833984
	Iteration 1F: 3 clusters Score -1663874 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1664730.375000 Penalty: 4760.833984
	Iteration 2F: 3 clusters Score -1664730 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1665728.250000 Penalty: 4760.833984
	Iteration 3F: 3 clusters Score -1665728 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1666790.125000 Penalty: 4760.833984
	Iteration 4F: 3 clusters Score -1666790 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1668038.875000 Penalty: 4760.833984
	Iteration 5F: 3 clusters Score -1668039 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1669124.500000 Penalty: 4760.833984
	Iteration 6F: 3 clusters Score -1669124 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1669711.250000 Penalty: 4760.833984
	Iteration 7F: 3 clusters Score -1669711 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1670011.875000 Penalty: 4760.833984
	Iteration 8Q: 3 clusters Score -1670012 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1670144.500000 Penalty: 4760.833984
	Iteration 9Q: 3 clusters Score -1670144 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1670221.625000 Penalty: 4760.833984
	Iteration 10Q: 3 clusters Score -1670222 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1670265.125000 Penalty: 4760.833984
	Iteration 11Q: 3 clusters Score -1670265 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1670286.375000 Penalty: 4760.833984
	Iteration 12Q: 3 clusters Score -1670286 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1670308.250000 Penalty: 4760.833984
	Iteration 13Q: 3 clusters Score -1670308 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1670326.625000 Penalty: 4760.833984
	Iteration 14Q: 3 clusters Score -1670327 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1670343.000000 Penalty: 4760.833984
	Iteration 15Q: 3 clusters Score -1670343 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1670362.000000 Penalty: 4760.833984
	Iteration 16Q: 3 clusters Score -1670362 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1670377.000000 Penalty: 4760.833984
	Iteration 17Q: 3 clusters Score -1670377 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1670389.250000 Penalty: 4760.833984
	Iteration 18Q: 3 clusters Score -1670389 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1670391.875000 Penalty: 4760.833984
	Iteration 19Q: 3 clusters Score -1670392 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1670394.625000 Penalty: 4760.833984
	Iteration 20F: 3 clusters Score -1670395 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1670397.375000 Penalty: 4760.833984
	Iteration 21Q: 3 clusters Score -1670397 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1670397.125000 Penalty: 4760.833984
	Iteration 22Q: 3 clusters Score -1670397 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1670401.000000 Penalty: 4760.833984
	Iteration 23Q: 3 clusters Score -1670401 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1670403.750000 Penalty: 4760.833984
	Iteration 24Q: 3 clusters Score -1670404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1670401.875000 Penalty: 4760.833984
	Iteration 25Q: 3 clusters Score -1670402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1670401.375000 Penalty: 4760.833984
	Iteration 26Q: 3 clusters Score -1670401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1670401.375000 Penalty: 4760.833984
	Iteration 27Q: 3 clusters Score -1670401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1670399.500000 Penalty: 4760.833984
	Iteration 28Q: 3 clusters Score -1670400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1670403.750000 Penalty: 4760.833984
	Iteration 29Q: 3 clusters Score -1670404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1670400.750000 Penalty: 4760.833984
	Iteration 30Q: 3 clusters Score -1670401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1670402.250000 Penalty: 4760.833984
	Iteration 31Q: 3 clusters Score -1670402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1670403.875000 Penalty: 4760.833984
	Iteration 32Q: 3 clusters Score -1670404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1670406.750000 Penalty: 4760.833984
	Iteration 33Q: 3 clusters Score -1670407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1670407.375000 Penalty: 4760.833984
	Iteration 34Q: 3 clusters Score -1670407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1670405.750000 Penalty: 4760.833984
	Iteration 35Q: 3 clusters Score -1670406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1670406.250000 Penalty: 4760.833984
	Iteration 36Q: 3 clusters Score -1670406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1670406.750000 Penalty: 4760.833984
	Iteration 37Q: 3 clusters Score -1670407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1670406.750000 Penalty: 4760.833984
	Iteration 38Q: 3 clusters Score -1670407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1670407.250000 Penalty: 4760.833984
	Iteration 39Q: 3 clusters Score -1670407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1670411.250000 Penalty: 4760.833984
	Iteration 40F: 3 clusters Score -1670411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1670411.000000 Penalty: 4760.833984
	Iteration 41Q: 3 clusters Score -1670411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1670412.750000 Penalty: 4760.833984
	Iteration 42Q: 3 clusters Score -1670413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1670411.500000 Penalty: 4760.833984
	Iteration 43Q: 3 clusters Score -1670412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1670409.750000 Penalty: 4760.833984
	Iteration 44Q: 3 clusters Score -1670410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1670413.000000 Penalty: 4760.833984
	Iteration 45Q: 3 clusters Score -1670413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1670414.625000 Penalty: 4760.833984
	Iteration 46Q: 3 clusters Score -1670415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1670413.125000 Penalty: 4760.833984
	Iteration 47Q: 3 clusters Score -1670413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1670413.125000 Penalty: 4760.833984
	Iteration 48Q: 3 clusters Score -1670413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1670413.125000 Penalty: 4760.833984
	Iteration 49F: 3 clusters Score -1670413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Entering Unmasked Estep 
Score: -1493052.875000 Penalty: 2335.906982
	Iteration 0F: 2 clusters Score -1493053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1483967.750000 Penalty: 4671.813965
	Iteration 0F: 3 clusters Score -1483968 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1486658.875000 Penalty: 4671.813965
	Iteration 1F: 3 clusters Score -1486659 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1486957.125000 Penalty: 4671.813965
	Iteration 2F: 3 clusters Score -1486957 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1487188.625000 Penalty: 4671.813965
	Iteration 3Q: 3 clusters Score -1487189 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1487432.250000 Penalty: 4671.813965
	Iteration 4Q: 3 clusters Score -1487432 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1487722.125000 Penalty: 4671.813965
	Iteration 5Q: 3 clusters Score -1487722 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1488063.625000 Penalty: 4671.813965
	Iteration 6Q: 3 clusters Score -1488064 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1488483.000000 Penalty: 4671.813965
	Iteration 7F: 3 clusters Score -1488483 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1488979.250000 Penalty: 4671.813965
	Iteration 8F: 3 clusters Score -1488979 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1489494.750000 Penalty: 4671.813965
	Iteration 9F: 3 clusters Score -1489495 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1489938.375000 Penalty: 4671.813965
	Iteration 10F: 3 clusters Score -1489938 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1490279.500000 Penalty: 4671.813965
	Iteration 11Q: 3 clusters Score -1490280 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1490476.125000 Penalty: 4671.813965
	Iteration 12Q: 3 clusters Score -1490476 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1490635.000000 Penalty: 4671.813965
	Iteration 13Q: 3 clusters Score -1490635 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1490771.125000 Penalty: 4671.813965
	Iteration 14Q: 3 clusters Score -1490771 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1490868.000000 Penalty: 4671.813965
	Iteration 15Q: 3 clusters Score -1490868 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1490961.875000 Penalty: 4671.813965
	Iteration 16Q: 3 clusters Score -1490962 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1491051.250000 Penalty: 4671.813965
	Iteration 17Q: 3 clusters Score -1491051 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1491122.750000 Penalty: 4671.813965
	Iteration 18Q: 3 clusters Score -1491123 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1491182.500000 Penalty: 4671.813965
	Iteration 19Q: 3 clusters Score -1491182 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1491225.000000 Penalty: 4671.813965
	Iteration 20F: 3 clusters Score -1491225 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1491259.375000 Penalty: 4671.813965
	Iteration 21Q: 3 clusters Score -1491259 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1491285.500000 Penalty: 4671.813965
	Iteration 22Q: 3 clusters Score -1491286 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1491299.750000 Penalty: 4671.813965
	Iteration 23Q: 3 clusters Score -1491300 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1491310.250000 Penalty: 4671.813965
	Iteration 24Q: 3 clusters Score -1491310 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1491323.750000 Penalty: 4671.813965
	Iteration 25Q: 3 clusters Score -1491324 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1491326.500000 Penalty: 4671.813965
	Iteration 26Q: 3 clusters Score -1491326 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1491343.500000 Penalty: 4671.813965
	Iteration 27Q: 3 clusters Score -1491344 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1491349.125000 Penalty: 4671.813965
	Iteration 28Q: 3 clusters Score -1491349 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1491358.875000 Penalty: 4671.813965
	Iteration 29Q: 3 clusters Score -1491359 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1491372.250000 Penalty: 4671.813965
	Iteration 30Q: 3 clusters Score -1491372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1491382.875000 Penalty: 4671.813965
	Iteration 31Q: 3 clusters Score -1491383 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1491390.750000 Penalty: 4671.813965
	Iteration 32Q: 3 clusters Score -1491391 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1491396.375000 Penalty: 4671.813965
	Iteration 33Q: 3 clusters Score -1491396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1491398.375000 Penalty: 4671.813965
	Iteration 34Q: 3 clusters Score -1491398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1491401.250000 Penalty: 4671.813965
	Iteration 35Q: 3 clusters Score -1491401 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1491402.750000 Penalty: 4671.813965
	Iteration 36Q: 3 clusters Score -1491403 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1491409.125000 Penalty: 4671.813965
	Iteration 37Q: 3 clusters Score -1491409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1491409.875000 Penalty: 4671.813965
	Iteration 38Q: 3 clusters Score -1491410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1491410.875000 Penalty: 4671.813965
	Iteration 39Q: 3 clusters Score -1491411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1491411.625000 Penalty: 4671.813965
	Iteration 40F: 3 clusters Score -1491412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1491412.625000 Penalty: 4671.813965
	Iteration 41Q: 3 clusters Score -1491413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1491412.375000 Penalty: 4671.813965
	Iteration 42Q: 3 clusters Score -1491412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1491412.375000 Penalty: 4671.813965
	Iteration 43F: 3 clusters Score -1491412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (171911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171911 members 
Entering Unmasked Estep 
Score: -21000656.000000 Penalty: 2989.573730
	Iteration 0F: 2 clusters Score -2.100066e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85823 members 
Mstep: Class 2 contains 86088 members 
Entering Unmasked Estep 
Score: -20885710.000000 Penalty: 5979.147461
	Iteration 0F: 3 clusters Score -2.088571e+07 nChanged 82412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85037 members 
Mstep: Class 2 contains 86874 members 
Entering Unmasked Estep 
Score: -20933286.000000 Penalty: 5979.147461
	Iteration 1F: 3 clusters Score -2.093329e+07 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84786 members 
Mstep: Class 2 contains 87125 members 
Entering Unmasked Estep 
Score: -20934470.000000 Penalty: 5979.147461
	Iteration 2Q: 3 clusters Score -2.093447e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84649 members 
Mstep: Class 2 contains 87262 members 
Entering Unmasked Estep 
Score: -20935738.000000 Penalty: 5979.147461
	Iteration 3Q: 3 clusters Score -2.093574e+07 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84538 members 
Mstep: Class 2 contains 87373 members 
Entering Unmasked Estep 
Score: -20937426.000000 Penalty: 5979.147461
	Iteration 4Q: 3 clusters Score -2.093743e+07 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84392 members 
Mstep: Class 2 contains 87519 members 
Entering Unmasked Estep 
Score: -20939296.000000 Penalty: 5979.147461
	Iteration 5Q: 3 clusters Score -2.09393e+07 nChanged 6847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84103 members 
Mstep: Class 2 contains 87808 members 
Entering Unmasked Estep 
Score: -20941546.000000 Penalty: 5979.147461
	Iteration 6Q: 3 clusters Score -2.094155e+07 nChanged 7295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83504 members 
Mstep: Class 2 contains 88407 members 
Entering Unmasked Estep 
Score: -20944174.000000 Penalty: 5979.147461
	Iteration 7Q: 3 clusters Score -2.094417e+07 nChanged 7587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82315 members 
Mstep: Class 2 contains 89596 members 
Entering Unmasked Estep 
Score: -20947176.000000 Penalty: 5979.147461
	Iteration 8Q: 3 clusters Score -2.094718e+07 nChanged 7624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80361 members 
Mstep: Class 2 contains 91550 members 
Entering Unmasked Estep 
Score: -20950194.000000 Penalty: 5979.147461
	Iteration 9Q: 3 clusters Score -2.095019e+07 nChanged 7446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77299 members 
Mstep: Class 2 contains 94612 members 
Entering Unmasked Estep 
Score: -20953264.000000 Penalty: 5979.147461
	Iteration 10Q: 3 clusters Score -2.095326e+07 nChanged 7184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73139 members 
Mstep: Class 2 contains 98772 members 
Entering Unmasked Estep 
Score: -20956172.000000 Penalty: 5979.147461
	Iteration 11Q: 3 clusters Score -2.095617e+07 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67831 members 
Mstep: Class 2 contains 104080 members 
Entering Unmasked Estep 
Score: -20959160.000000 Penalty: 5979.147461
	Iteration 12Q: 3 clusters Score -2.095916e+07 nChanged 7079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61356 members 
Mstep: Class 2 contains 110555 members 
Entering Unmasked Estep 
Score: -20962278.000000 Penalty: 5979.147461
	Iteration 13Q: 3 clusters Score -2.096228e+07 nChanged 7835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53685 members 
Mstep: Class 2 contains 118226 members 
Entering Unmasked Estep 
Score: -20966040.000000 Penalty: 5979.147461
	Iteration 14Q: 3 clusters Score -2.096604e+07 nChanged 8596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45117 members 
Mstep: Class 2 contains 126794 members 
Entering Unmasked Estep 
Score: -20970440.000000 Penalty: 5979.147461
	Iteration 15F: 3 clusters Score -2.097044e+07 nChanged 9049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 135843 members 
Entering Unmasked Estep 
Score: -20975494.000000 Penalty: 5979.147461
	Iteration 16F: 3 clusters Score -2.097549e+07 nChanged 9041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 144884 members 
Entering Unmasked Estep 
Score: -20981120.000000 Penalty: 5979.147461
	Iteration 17F: 3 clusters Score -2.098112e+07 nChanged 8183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 153067 members 
Entering Unmasked Estep 
Score: -20986566.000000 Penalty: 5979.147461
	Iteration 18Q: 3 clusters Score -2.098657e+07 nChanged 6544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 159611 members 
Entering Unmasked Estep 
Score: -20990876.000000 Penalty: 5979.147461
	Iteration 19Q: 3 clusters Score -2.099088e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 164167 members 
Entering Unmasked Estep 
Score: -20993768.000000 Penalty: 5979.147461
	Iteration 20F: 3 clusters Score -2.099377e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 167125 members 
Entering Unmasked Estep 
Score: -20995656.000000 Penalty: 5979.147461
	Iteration 21Q: 3 clusters Score -2.099566e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 168816 members 
Entering Unmasked Estep 
Score: -20996598.000000 Penalty: 5979.147461
	Iteration 22Q: 3 clusters Score -2.09966e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 169762 members 
Entering Unmasked Estep 
Score: -20997104.000000 Penalty: 5979.147461
	Iteration 23Q: 3 clusters Score -2.09971e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 170286 members 
Entering Unmasked Estep 
Score: -20997432.000000 Penalty: 5979.147461
	Iteration 24Q: 3 clusters Score -2.099743e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 170586 members 
Entering Unmasked Estep 
Score: -20997634.000000 Penalty: 5979.147461
	Iteration 25Q: 3 clusters Score -2.099763e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 170781 members 
Entering Unmasked Estep 
Score: -20997796.000000 Penalty: 5979.147461
	Iteration 26Q: 3 clusters Score -2.09978e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 170922 members 
Entering Unmasked Estep 
Score: -20997888.000000 Penalty: 5979.147461
	Iteration 27Q: 3 clusters Score -2.099789e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 171012 members 
Entering Unmasked Estep 
Score: -20997974.000000 Penalty: 5979.147461
	Iteration 28Q: 3 clusters Score -2.099797e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 171087 members 
Entering Unmasked Estep 
Score: -20997994.000000 Penalty: 5979.147461
	Iteration 29Q: 3 clusters Score -2.099799e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 171136 members 
Entering Unmasked Estep 
Score: -20998036.000000 Penalty: 5979.147461
	Iteration 30Q: 3 clusters Score -2.099804e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 171164 members 
Entering Unmasked Estep 
Score: -20998036.000000 Penalty: 5979.147461
	Iteration 31Q: 3 clusters Score -2.099804e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 171192 members 
Entering Unmasked Estep 
Score: -20998076.000000 Penalty: 5979.147461
	Iteration 32Q: 3 clusters Score -2.099808e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 171207 members 
Entering Unmasked Estep 
Score: -20998104.000000 Penalty: 5979.147461
	Iteration 33Q: 3 clusters Score -2.09981e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 171217 members 
Entering Unmasked Estep 
Score: -20998104.000000 Penalty: 5979.147461
	Iteration 34Q: 3 clusters Score -2.09981e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 171231 members 
Entering Unmasked Estep 
Score: -20998112.000000 Penalty: 5979.147461
	Iteration 35Q: 3 clusters Score -2.099811e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 171237 members 
Entering Unmasked Estep 
Score: -20998100.000000 Penalty: 5979.147461
	Iteration 36Q: 3 clusters Score -2.09981e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 171247 members 
Entering Unmasked Estep 
Score: -20998120.000000 Penalty: 5979.147461
	Iteration 37Q: 3 clusters Score -2.099812e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 171250 members 
Entering Unmasked Estep 
Score: -20998126.000000 Penalty: 5979.147461
	Iteration 38Q: 3 clusters Score -2.099813e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 171253 members 
Entering Unmasked Estep 
Score: -20998124.000000 Penalty: 5979.147461
	Iteration 39Q: 3 clusters Score -2.099812e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 171256 members 
Entering Unmasked Estep 
Score: -20998144.000000 Penalty: 5979.147461
	Iteration 40F: 3 clusters Score -2.099814e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 171260 members 
Entering Unmasked Estep 
Score: -20998130.000000 Penalty: 5979.147461
	Iteration 41Q: 3 clusters Score -2.099813e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 171262 members 
Entering Unmasked Estep 
Score: -20998126.000000 Penalty: 5979.147461
	Iteration 42Q: 3 clusters Score -2.099813e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 171263 members 
Entering Unmasked Estep 
Score: -20998118.000000 Penalty: 5979.147461
	Iteration 43Q: 3 clusters Score -2.099812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 171265 members 
Entering Unmasked Estep 
Score: -20998112.000000 Penalty: 5979.147461
	Iteration 44Q: 3 clusters Score -2.099811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 171264 members 
Entering Unmasked Estep 
Score: -20998120.000000 Penalty: 5979.147461
	Iteration 45Q: 3 clusters Score -2.099812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 171264 members 
Entering Unmasked Estep 
Score: -20998120.000000 Penalty: 5979.147461
	Iteration 46Q: 3 clusters Score -2.099812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 171266 members 
Entering Unmasked Estep 
Score: -20998120.000000 Penalty: 5979.147461
	Iteration 47Q: 3 clusters Score -2.099812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 171268 members 
Entering Unmasked Estep 
Score: -20998124.000000 Penalty: 5979.147461
	Iteration 48Q: 3 clusters Score -2.099812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 171269 members 
Entering Unmasked Estep 
Score: -20998138.000000 Penalty: 5979.147461
	Iteration 49Q: 3 clusters Score -2.099814e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 171271 members 
Entering Unmasked Estep 
Score: -20998154.000000 Penalty: 5979.147461
	Iteration 50Q: 3 clusters Score -2.099815e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 171271 members 
Entering Unmasked Estep 
Score: -20998154.000000 Penalty: 5979.147461
	Iteration 51F: 3 clusters Score -2.099815e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (29888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29888 members 
Entering Unmasked Estep 
Score: -3383524.750000 Penalty: 2555.692627
	Iteration 0F: 2 clusters Score -3383525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -3362917.250000 Penalty: 5111.385254
	Iteration 0F: 3 clusters Score -3362917 nChanged 13561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -3370621.500000 Penalty: 5111.385254
	Iteration 1F: 3 clusters Score -3370622 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -3371550.250000 Penalty: 5111.385254
	Iteration 2F: 3 clusters Score -3371550 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -3372579.000000 Penalty: 5111.385254
	Iteration 3F: 3 clusters Score -3372579 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -3373606.000000 Penalty: 5111.385254
	Iteration 4F: 3 clusters Score -3373606 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -3374541.750000 Penalty: 5111.385254
	Iteration 5F: 3 clusters Score -3374542 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -3375387.500000 Penalty: 5111.385254
	Iteration 6F: 3 clusters Score -3375388 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -3376132.000000 Penalty: 5111.385254
	Iteration 7Q: 3 clusters Score -3376132 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -3376829.250000 Penalty: 5111.385254
	Iteration 8Q: 3 clusters Score -3376829 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -3377512.000000 Penalty: 5111.385254
	Iteration 9Q: 3 clusters Score -3377512 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -3378164.500000 Penalty: 5111.385254
	Iteration 10Q: 3 clusters Score -3378164 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -3378824.500000 Penalty: 5111.385254
	Iteration 11Q: 3 clusters Score -3378824 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -3379453.750000 Penalty: 5111.385254
	Iteration 12Q: 3 clusters Score -3379454 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -3380082.250000 Penalty: 5111.385254
	Iteration 13Q: 3 clusters Score -3380082 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -3380599.500000 Penalty: 5111.385254
	Iteration 14Q: 3 clusters Score -3380600 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -3381042.250000 Penalty: 5111.385254
	Iteration 15Q: 3 clusters Score -3381042 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3381349.750000 Penalty: 5111.385254
	Iteration 16Q: 3 clusters Score -3381350 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3381572.000000 Penalty: 5111.385254
	Iteration 17Q: 3 clusters Score -3381572 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3381739.500000 Penalty: 5111.385254
	Iteration 18Q: 3 clusters Score -3381740 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3381879.500000 Penalty: 5111.385254
	Iteration 19Q: 3 clusters Score -3381880 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3382008.500000 Penalty: 5111.385254
	Iteration 20F: 3 clusters Score -3382008 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3382096.250000 Penalty: 5111.385254
	Iteration 21Q: 3 clusters Score -3382096 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -3382147.500000 Penalty: 5111.385254
	Iteration 22Q: 3 clusters Score -3382148 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3382174.500000 Penalty: 5111.385254
	Iteration 23Q: 3 clusters Score -3382174 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3382203.250000 Penalty: 5111.385254
	Iteration 24Q: 3 clusters Score -3382203 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3382223.500000 Penalty: 5111.385254
	Iteration 25Q: 3 clusters Score -3382224 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3382237.000000 Penalty: 5111.385254
	Iteration 26Q: 3 clusters Score -3382237 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3382246.500000 Penalty: 5111.385254
	Iteration 27Q: 3 clusters Score -3382246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3382262.500000 Penalty: 5111.385254
	Iteration 28Q: 3 clusters Score -3382262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29031 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3382284.750000 Penalty: 5111.385254
	Iteration 29Q: 3 clusters Score -3382285 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3382305.750000 Penalty: 5111.385254
	Iteration 30Q: 3 clusters Score -3382306 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29057 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3382339.750000 Penalty: 5111.385254
	Iteration 31Q: 3 clusters Score -3382340 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3382367.500000 Penalty: 5111.385254
	Iteration 32Q: 3 clusters Score -3382368 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3382380.250000 Penalty: 5111.385254
	Iteration 33Q: 3 clusters Score -3382380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3382397.000000 Penalty: 5111.385254
	Iteration 34Q: 3 clusters Score -3382397 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3382407.000000 Penalty: 5111.385254
	Iteration 35Q: 3 clusters Score -3382407 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3382419.500000 Penalty: 5111.385254
	Iteration 36Q: 3 clusters Score -3382420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29093 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3382426.750000 Penalty: 5111.385254
	Iteration 37Q: 3 clusters Score -3382427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3382428.000000 Penalty: 5111.385254
	Iteration 38Q: 3 clusters Score -3382428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3382428.250000 Penalty: 5111.385254
	Iteration 39Q: 3 clusters Score -3382428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3382424.500000 Penalty: 5111.385254
	Iteration 40F: 3 clusters Score -3382424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3382424.750000 Penalty: 5111.385254
	Iteration 41Q: 3 clusters Score -3382425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3382427.000000 Penalty: 5111.385254
	Iteration 42Q: 3 clusters Score -3382427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3382427.000000 Penalty: 5111.385254
	Iteration 43F: 3 clusters Score -3382427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (26177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Entering Unmasked Estep 
Score: -3115260.500000 Penalty: 2522.813721
	Iteration 0F: 2 clusters Score -3115260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -3097274.750000 Penalty: 5045.627441
	Iteration 0F: 3 clusters Score -3097275 nChanged 11673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -3103922.000000 Penalty: 5045.627441
	Iteration 1F: 3 clusters Score -3103922 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -3104844.500000 Penalty: 5045.627441
	Iteration 2F: 3 clusters Score -3104844 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -3105934.250000 Penalty: 5045.627441
	Iteration 3F: 3 clusters Score -3105934 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -3107186.000000 Penalty: 5045.627441
	Iteration 4F: 3 clusters Score -3107186 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -3108605.750000 Penalty: 5045.627441
	Iteration 5F: 3 clusters Score -3108606 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -3109967.750000 Penalty: 5045.627441
	Iteration 6F: 3 clusters Score -3109968 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -3111035.500000 Penalty: 5045.627441
	Iteration 7F: 3 clusters Score -3111036 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -3111773.250000 Penalty: 5045.627441
	Iteration 8Q: 3 clusters Score -3111773 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -3112328.750000 Penalty: 5045.627441
	Iteration 9Q: 3 clusters Score -3112329 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -3112811.250000 Penalty: 5045.627441
	Iteration 10Q: 3 clusters Score -3112811 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -3113167.000000 Penalty: 5045.627441
	Iteration 11Q: 3 clusters Score -3113167 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -3113414.750000 Penalty: 5045.627441
	Iteration 12Q: 3 clusters Score -3113415 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -3113581.250000 Penalty: 5045.627441
	Iteration 13Q: 3 clusters Score -3113581 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -3113692.750000 Penalty: 5045.627441
	Iteration 14Q: 3 clusters Score -3113693 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -3113762.000000 Penalty: 5045.627441
	Iteration 15Q: 3 clusters Score -3113762 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3113831.000000 Penalty: 5045.627441
	Iteration 16Q: 3 clusters Score -3113831 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3113857.500000 Penalty: 5045.627441
	Iteration 17Q: 3 clusters Score -3113858 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3113874.000000 Penalty: 5045.627441
	Iteration 18Q: 3 clusters Score -3113874 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3113885.500000 Penalty: 5045.627441
	Iteration 19Q: 3 clusters Score -3113886 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24720 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3113895.250000 Penalty: 5045.627441
	Iteration 20F: 3 clusters Score -3113895 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -3113902.750000 Penalty: 5045.627441
	Iteration 21Q: 3 clusters Score -3113903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -3113901.500000 Penalty: 5045.627441
	Iteration 22Q: 3 clusters Score -3113902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3113909.750000 Penalty: 5045.627441
	Iteration 23Q: 3 clusters Score -3113910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -3113914.500000 Penalty: 5045.627441
	Iteration 24Q: 3 clusters Score -3113914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3113916.750000 Penalty: 5045.627441
	Iteration 25Q: 3 clusters Score -3113917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -3113914.750000 Penalty: 5045.627441
	Iteration 26Q: 3 clusters Score -3113915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3113912.000000 Penalty: 5045.627441
	Iteration 27Q: 3 clusters Score -3113912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -3113916.750000 Penalty: 5045.627441
	Iteration 28Q: 3 clusters Score -3113917 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3113927.250000 Penalty: 5045.627441
	Iteration 29Q: 3 clusters Score -3113927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3113927.000000 Penalty: 5045.627441
	Iteration 30Q: 3 clusters Score -3113927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3113927.500000 Penalty: 5045.627441
	Iteration 31Q: 3 clusters Score -3113928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3113927.250000 Penalty: 5045.627441
	Iteration 32Q: 3 clusters Score -3113927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3113933.000000 Penalty: 5045.627441
	Iteration 33Q: 3 clusters Score -3113933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3113930.750000 Penalty: 5045.627441
	Iteration 34Q: 3 clusters Score -3113931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3113937.250000 Penalty: 5045.627441
	Iteration 35Q: 3 clusters Score -3113937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3113939.750000 Penalty: 5045.627441
	Iteration 36Q: 3 clusters Score -3113940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3113940.500000 Penalty: 5045.627441
	Iteration 37Q: 3 clusters Score -3113940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3113943.750000 Penalty: 5045.627441
	Iteration 38Q: 3 clusters Score -3113944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3113947.250000 Penalty: 5045.627441
	Iteration 39Q: 3 clusters Score -3113947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3113946.250000 Penalty: 5045.627441
	Iteration 40F: 3 clusters Score -3113946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -3113945.250000 Penalty: 5045.627441
	Iteration 41Q: 3 clusters Score -3113945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3113944.750000 Penalty: 5045.627441
	Iteration 42Q: 3 clusters Score -3113945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3113946.000000 Penalty: 5045.627441
	Iteration 43Q: 3 clusters Score -3113946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3113946.500000 Penalty: 5045.627441
	Iteration 44Q: 3 clusters Score -3113946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -3113948.500000 Penalty: 5045.627441
	Iteration 45Q: 3 clusters Score -3113948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -3113951.000000 Penalty: 5045.627441
	Iteration 46Q: 3 clusters Score -3113951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -3113948.500000 Penalty: 5045.627441
	Iteration 47Q: 3 clusters Score -3113948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -3113949.500000 Penalty: 5045.627441
	Iteration 48Q: 3 clusters Score -3113950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -3113953.750000 Penalty: 5045.627441
	Iteration 49Q: 3 clusters Score -3113954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -3113953.250000 Penalty: 5045.627441
	Iteration 50Q: 3 clusters Score -3113953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3113953.500000 Penalty: 5045.627441
	Iteration 51Q: 3 clusters Score -3113954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3113954.250000 Penalty: 5045.627441
	Iteration 52Q: 3 clusters Score -3113954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -3113956.500000 Penalty: 5045.627441
	Iteration 53Q: 3 clusters Score -3113956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3113957.500000 Penalty: 5045.627441
	Iteration 54Q: 3 clusters Score -3113958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3113956.750000 Penalty: 5045.627441
	Iteration 55Q: 3 clusters Score -3113957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3113957.750000 Penalty: 5045.627441
	Iteration 56Q: 3 clusters Score -3113958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3113961.000000 Penalty: 5045.627441
	Iteration 57Q: 3 clusters Score -3113961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3113962.000000 Penalty: 5045.627441
	Iteration 58Q: 3 clusters Score -3113962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3113967.250000 Penalty: 5045.627441
	Iteration 59Q: 3 clusters Score -3113967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3113969.000000 Penalty: 5045.627441
	Iteration 60F: 3 clusters Score -3113969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3113966.750000 Penalty: 5045.627441
	Iteration 61Q: 3 clusters Score -3113967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3113966.750000 Penalty: 5045.627441
	Iteration 62Q: 3 clusters Score -3113967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3113966.750000 Penalty: 5045.627441
	Iteration 63F: 3 clusters Score -3113967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (82383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82383 members 
Entering Unmasked Estep 
Score: -10059976.000000 Penalty: 2807.145508
	Iteration 0F: 2 clusters Score -1.005998e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41082 members 
Mstep: Class 2 contains 41301 members 
Entering Unmasked Estep 
Score: -10004525.000000 Penalty: 5614.291016
	Iteration 0F: 3 clusters Score -1.000452e+07 nChanged 38838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 42947 members 
Entering Unmasked Estep 
Score: -10026474.000000 Penalty: 5614.291016
	Iteration 1F: 3 clusters Score -1.002647e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38239 members 
Mstep: Class 2 contains 44144 members 
Entering Unmasked Estep 
Score: -10027304.000000 Penalty: 5614.291016
	Iteration 2Q: 3 clusters Score -1.00273e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36480 members 
Mstep: Class 2 contains 45903 members 
Entering Unmasked Estep 
Score: -10028220.000000 Penalty: 5614.291016
	Iteration 3Q: 3 clusters Score -1.002822e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33875 members 
Mstep: Class 2 contains 48508 members 
Entering Unmasked Estep 
Score: -10029554.000000 Penalty: 5614.291016
	Iteration 4Q: 3 clusters Score -1.002955e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30088 members 
Mstep: Class 2 contains 52295 members 
Entering Unmasked Estep 
Score: -10031923.000000 Penalty: 5614.291016
	Iteration 5F: 3 clusters Score -1.003192e+07 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 57582 members 
Entering Unmasked Estep 
Score: -10035661.000000 Penalty: 5614.291016
	Iteration 6F: 3 clusters Score -1.003566e+07 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 64074 members 
Entering Unmasked Estep 
Score: -10041380.000000 Penalty: 5614.291016
	Iteration 7F: 3 clusters Score -1.004138e+07 nChanged 6533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 70459 members 
Entering Unmasked Estep 
Score: -10047412.000000 Penalty: 5614.291016
	Iteration 8F: 3 clusters Score -1.004741e+07 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 75164 members 
Entering Unmasked Estep 
Score: -10052041.000000 Penalty: 5614.291016
	Iteration 9F: 3 clusters Score -1.005204e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 77804 members 
Entering Unmasked Estep 
Score: -10054705.000000 Penalty: 5614.291016
	Iteration 10Q: 3 clusters Score -1.00547e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 79125 members 
Entering Unmasked Estep 
Score: -10056028.000000 Penalty: 5614.291016
	Iteration 11Q: 3 clusters Score -1.005603e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 79791 members 
Entering Unmasked Estep 
Score: -10056623.000000 Penalty: 5614.291016
	Iteration 12Q: 3 clusters Score -1.005662e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 80143 members 
Entering Unmasked Estep 
Score: -10057015.000000 Penalty: 5614.291016
	Iteration 13Q: 3 clusters Score -1.005702e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 80353 members 
Entering Unmasked Estep 
Score: -10057164.000000 Penalty: 5614.291016
	Iteration 14Q: 3 clusters Score -1.005716e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 80494 members 
Entering Unmasked Estep 
Score: -10057273.000000 Penalty: 5614.291016
	Iteration 15Q: 3 clusters Score -1.005727e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 80601 members 
Entering Unmasked Estep 
Score: -10057341.000000 Penalty: 5614.291016
	Iteration 16Q: 3 clusters Score -1.005734e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 80683 members 
Entering Unmasked Estep 
Score: -10057356.000000 Penalty: 5614.291016
	Iteration 17Q: 3 clusters Score -1.005736e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 80749 members 
Entering Unmasked Estep 
Score: -10057404.000000 Penalty: 5614.291016
	Iteration 18Q: 3 clusters Score -1.00574e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 80811 members 
Entering Unmasked Estep 
Score: -10057414.000000 Penalty: 5614.291016
	Iteration 19Q: 3 clusters Score -1.005741e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 80848 members 
Entering Unmasked Estep 
Score: -10057442.000000 Penalty: 5614.291016
	Iteration 20F: 3 clusters Score -1.005744e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 80885 members 
Entering Unmasked Estep 
Score: -10057483.000000 Penalty: 5614.291016
	Iteration 21Q: 3 clusters Score -1.005748e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 80905 members 
Entering Unmasked Estep 
Score: -10057484.000000 Penalty: 5614.291016
	Iteration 22Q: 3 clusters Score -1.005748e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 80920 members 
Entering Unmasked Estep 
Score: -10057496.000000 Penalty: 5614.291016
	Iteration 23Q: 3 clusters Score -1.00575e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 80932 members 
Entering Unmasked Estep 
Score: -10057488.000000 Penalty: 5614.291016
	Iteration 24Q: 3 clusters Score -1.005749e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 80949 members 
Entering Unmasked Estep 
Score: -10057492.000000 Penalty: 5614.291016
	Iteration 25Q: 3 clusters Score -1.005749e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 80967 members 
Entering Unmasked Estep 
Score: -10057486.000000 Penalty: 5614.291016
	Iteration 26Q: 3 clusters Score -1.005749e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 80983 members 
Entering Unmasked Estep 
Score: -10057479.000000 Penalty: 5614.291016
	Iteration 27Q: 3 clusters Score -1.005748e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 80997 members 
Entering Unmasked Estep 
Score: -10057484.000000 Penalty: 5614.291016
	Iteration 28Q: 3 clusters Score -1.005748e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 81006 members 
Entering Unmasked Estep 
Score: -10057497.000000 Penalty: 5614.291016
	Iteration 29Q: 3 clusters Score -1.00575e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 81014 members 
Entering Unmasked Estep 
Score: -10057498.000000 Penalty: 5614.291016
	Iteration 30Q: 3 clusters Score -1.00575e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 81018 members 
Entering Unmasked Estep 
Score: -10057493.000000 Penalty: 5614.291016
	Iteration 31Q: 3 clusters Score -1.005749e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 81023 members 
Entering Unmasked Estep 
Score: -10057508.000000 Penalty: 5614.291016
	Iteration 32Q: 3 clusters Score -1.005751e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 81031 members 
Entering Unmasked Estep 
Score: -10057521.000000 Penalty: 5614.291016
	Iteration 33Q: 3 clusters Score -1.005752e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 81044 members 
Entering Unmasked Estep 
Score: -10057521.000000 Penalty: 5614.291016
	Iteration 34Q: 3 clusters Score -1.005752e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 81052 members 
Entering Unmasked Estep 
Score: -10057530.000000 Penalty: 5614.291016
	Iteration 35Q: 3 clusters Score -1.005753e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 81060 members 
Entering Unmasked Estep 
Score: -10057538.000000 Penalty: 5614.291016
	Iteration 36Q: 3 clusters Score -1.005754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 81066 members 
Entering Unmasked Estep 
Score: -10057540.000000 Penalty: 5614.291016
	Iteration 37Q: 3 clusters Score -1.005754e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 81069 members 
Entering Unmasked Estep 
Score: -10057533.000000 Penalty: 5614.291016
	Iteration 38Q: 3 clusters Score -1.005753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 81073 members 
Entering Unmasked Estep 
Score: -10057542.000000 Penalty: 5614.291016
	Iteration 39Q: 3 clusters Score -1.005754e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 81076 members 
Entering Unmasked Estep 
Score: -10057544.000000 Penalty: 5614.291016
	Iteration 40F: 3 clusters Score -1.005754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 81077 members 
Entering Unmasked Estep 
Score: -10057546.000000 Penalty: 5614.291016
	Iteration 41Q: 3 clusters Score -1.005755e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 81077 members 
Entering Unmasked Estep 
Score: -10057546.000000 Penalty: 5614.291016
	Iteration 42F: 3 clusters Score -1.005755e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (24367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Entering Unmasked Estep 
Score: -2852594.500000 Penalty: 2505.044189
	Iteration 0F: 2 clusters Score -2852594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -2835542.000000 Penalty: 5010.088379
	Iteration 0F: 3 clusters Score -2835542 nChanged 10902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -2841550.500000 Penalty: 5010.088379
	Iteration 1F: 3 clusters Score -2841550 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -2842099.750000 Penalty: 5010.088379
	Iteration 2F: 3 clusters Score -2842100 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -2842730.500000 Penalty: 5010.088379
	Iteration 3F: 3 clusters Score -2842730 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -2843462.500000 Penalty: 5010.088379
	Iteration 4F: 3 clusters Score -2843462 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -2844396.000000 Penalty: 5010.088379
	Iteration 5F: 3 clusters Score -2844396 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -2845560.500000 Penalty: 5010.088379
	Iteration 6F: 3 clusters Score -2845560 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -2846840.500000 Penalty: 5010.088379
	Iteration 7F: 3 clusters Score -2846840 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -2847915.500000 Penalty: 5010.088379
	Iteration 8F: 3 clusters Score -2847916 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -2848764.000000 Penalty: 5010.088379
	Iteration 9Q: 3 clusters Score -2848764 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -2849352.500000 Penalty: 5010.088379
	Iteration 10Q: 3 clusters Score -2849352 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -2849748.250000 Penalty: 5010.088379
	Iteration 11Q: 3 clusters Score -2849748 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -2850001.250000 Penalty: 5010.088379
	Iteration 12Q: 3 clusters Score -2850001 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -2850138.500000 Penalty: 5010.088379
	Iteration 13Q: 3 clusters Score -2850138 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -2850245.250000 Penalty: 5010.088379
	Iteration 14Q: 3 clusters Score -2850245 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -2850333.750000 Penalty: 5010.088379
	Iteration 15Q: 3 clusters Score -2850334 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -2850439.250000 Penalty: 5010.088379
	Iteration 16Q: 3 clusters Score -2850439 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -2850539.250000 Penalty: 5010.088379
	Iteration 17Q: 3 clusters Score -2850539 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -2850601.250000 Penalty: 5010.088379
	Iteration 18Q: 3 clusters Score -2850601 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -2850659.250000 Penalty: 5010.088379
	Iteration 19Q: 3 clusters Score -2850659 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -2850701.750000 Penalty: 5010.088379
	Iteration 20F: 3 clusters Score -2850702 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -2850728.750000 Penalty: 5010.088379
	Iteration 21Q: 3 clusters Score -2850729 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -2850768.750000 Penalty: 5010.088379
	Iteration 22Q: 3 clusters Score -2850769 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -2850796.750000 Penalty: 5010.088379
	Iteration 23Q: 3 clusters Score -2850797 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -2850834.250000 Penalty: 5010.088379
	Iteration 24Q: 3 clusters Score -2850834 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -2850866.750000 Penalty: 5010.088379
	Iteration 25Q: 3 clusters Score -2850867 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -2850906.250000 Penalty: 5010.088379
	Iteration 26Q: 3 clusters Score -2850906 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -2850942.000000 Penalty: 5010.088379
	Iteration 27Q: 3 clusters Score -2850942 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -2850985.750000 Penalty: 5010.088379
	Iteration 28Q: 3 clusters Score -2850986 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -2851006.250000 Penalty: 5010.088379
	Iteration 29Q: 3 clusters Score -2851006 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -2851018.750000 Penalty: 5010.088379
	Iteration 30Q: 3 clusters Score -2851019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -2851029.250000 Penalty: 5010.088379
	Iteration 31Q: 3 clusters Score -2851029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -2851028.750000 Penalty: 5010.088379
	Iteration 32Q: 3 clusters Score -2851029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -2851027.500000 Penalty: 5010.088379
	Iteration 33Q: 3 clusters Score -2851028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -2851031.750000 Penalty: 5010.088379
	Iteration 34Q: 3 clusters Score -2851032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -2851035.500000 Penalty: 5010.088379
	Iteration 35Q: 3 clusters Score -2851036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -2851043.750000 Penalty: 5010.088379
	Iteration 36Q: 3 clusters Score -2851044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -2851042.750000 Penalty: 5010.088379
	Iteration 37Q: 3 clusters Score -2851043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -2851049.250000 Penalty: 5010.088379
	Iteration 38Q: 3 clusters Score -2851049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -2851052.250000 Penalty: 5010.088379
	Iteration 39Q: 3 clusters Score -2851052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -2851051.250000 Penalty: 5010.088379
	Iteration 40F: 3 clusters Score -2851051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -2851050.250000 Penalty: 5010.088379
	Iteration 41Q: 3 clusters Score -2851050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -2851048.000000 Penalty: 5010.088379
	Iteration 42Q: 3 clusters Score -2851048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -2851048.000000 Penalty: 5010.088379
	Iteration 43F: 3 clusters Score -2851048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Entering Unmasked Estep 
Score: -1517279.750000 Penalty: 2359.177490
	Iteration 0F: 2 clusters Score -1517280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1507318.875000 Penalty: 4718.354980
	Iteration 0F: 3 clusters Score -1507319 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1510391.750000 Penalty: 4718.354980
	Iteration 1F: 3 clusters Score -1510392 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1510854.250000 Penalty: 4718.354980
	Iteration 2F: 3 clusters Score -1510854 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1511224.875000 Penalty: 4718.354980
	Iteration 3F: 3 clusters Score -1511225 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1511533.750000 Penalty: 4718.354980
	Iteration 4F: 3 clusters Score -1511534 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1511784.875000 Penalty: 4718.354980
	Iteration 5Q: 3 clusters Score -1511785 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1512042.750000 Penalty: 4718.354980
	Iteration 6Q: 3 clusters Score -1512043 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1512338.625000 Penalty: 4718.354980
	Iteration 7Q: 3 clusters Score -1512339 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1512727.125000 Penalty: 4718.354980
	Iteration 8Q: 3 clusters Score -1512727 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1513190.875000 Penalty: 4718.354980
	Iteration 9Q: 3 clusters Score -1513191 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1513721.875000 Penalty: 4718.354980
	Iteration 10F: 3 clusters Score -1513722 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1514224.875000 Penalty: 4718.354980
	Iteration 11F: 3 clusters Score -1514225 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1514664.250000 Penalty: 4718.354980
	Iteration 12Q: 3 clusters Score -1514664 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1515037.250000 Penalty: 4718.354980
	Iteration 13Q: 3 clusters Score -1515037 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1515335.500000 Penalty: 4718.354980
	Iteration 14Q: 3 clusters Score -1515336 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1515573.125000 Penalty: 4718.354980
	Iteration 15Q: 3 clusters Score -1515573 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1515799.000000 Penalty: 4718.354980
	Iteration 16Q: 3 clusters Score -1515799 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1516023.750000 Penalty: 4718.354980
	Iteration 17Q: 3 clusters Score -1516024 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1516263.625000 Penalty: 4718.354980
	Iteration 18Q: 3 clusters Score -1516264 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1516469.625000 Penalty: 4718.354980
	Iteration 19Q: 3 clusters Score -1516470 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1516605.000000 Penalty: 4718.354980
	Iteration 20F: 3 clusters Score -1516605 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1516663.250000 Penalty: 4718.354980
	Iteration 21Q: 3 clusters Score -1516663 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1516705.000000 Penalty: 4718.354980
	Iteration 22Q: 3 clusters Score -1516705 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1516745.125000 Penalty: 4718.354980
	Iteration 23Q: 3 clusters Score -1516745 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1516769.250000 Penalty: 4718.354980
	Iteration 24Q: 3 clusters Score -1516769 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1516784.500000 Penalty: 4718.354980
	Iteration 25Q: 3 clusters Score -1516784 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1516798.125000 Penalty: 4718.354980
	Iteration 26Q: 3 clusters Score -1516798 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1516804.375000 Penalty: 4718.354980
	Iteration 27Q: 3 clusters Score -1516804 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1516811.500000 Penalty: 4718.354980
	Iteration 28Q: 3 clusters Score -1516812 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1516817.125000 Penalty: 4718.354980
	Iteration 29Q: 3 clusters Score -1516817 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1516819.000000 Penalty: 4718.354980
	Iteration 30Q: 3 clusters Score -1516819 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1516819.625000 Penalty: 4718.354980
	Iteration 31Q: 3 clusters Score -1516820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1516825.250000 Penalty: 4718.354980
	Iteration 32Q: 3 clusters Score -1516825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1516825.750000 Penalty: 4718.354980
	Iteration 33Q: 3 clusters Score -1516826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1516826.125000 Penalty: 4718.354980
	Iteration 34Q: 3 clusters Score -1516826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1516828.250000 Penalty: 4718.354980
	Iteration 35Q: 3 clusters Score -1516828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1516827.500000 Penalty: 4718.354980
	Iteration 36Q: 3 clusters Score -1516828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1516829.250000 Penalty: 4718.354980
	Iteration 37Q: 3 clusters Score -1516829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1516827.625000 Penalty: 4718.354980
	Iteration 38Q: 3 clusters Score -1516828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1516831.875000 Penalty: 4718.354980
	Iteration 39Q: 3 clusters Score -1516832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1516832.500000 Penalty: 4718.354980
	Iteration 40F: 3 clusters Score -1516832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (332331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332331 members 
Entering Unmasked Estep 
Score: -40402784.000000 Penalty: 3153.043701
	Iteration 0F: 2 clusters Score -4.040278e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166460 members 
Mstep: Class 2 contains 165871 members 
Entering Unmasked Estep 
Score: -40215152.000000 Penalty: 6306.087402
	Iteration 0F: 3 clusters Score -4.021515e+07 nChanged 161006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175502 members 
Mstep: Class 2 contains 156829 members 
Entering Unmasked Estep 
Score: -40311564.000000 Penalty: 6306.087402
	Iteration 1F: 3 clusters Score -4.031156e+07 nChanged 11396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181754 members 
Mstep: Class 2 contains 150577 members 
Entering Unmasked Estep 
Score: -40314416.000000 Penalty: 6306.087402
	Iteration 2Q: 3 clusters Score -4.031442e+07 nChanged 14549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191279 members 
Mstep: Class 2 contains 141052 members 
Entering Unmasked Estep 
Score: -40318892.000000 Penalty: 6306.087402
	Iteration 3Q: 3 clusters Score -4.031889e+07 nChanged 18517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204280 members 
Mstep: Class 2 contains 128051 members 
Entering Unmasked Estep 
Score: -40324692.000000 Penalty: 6306.087402
	Iteration 4F: 3 clusters Score -4.032469e+07 nChanged 21105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219427 members 
Mstep: Class 2 contains 112904 members 
Entering Unmasked Estep 
Score: -40331324.000000 Penalty: 6306.087402
	Iteration 5F: 3 clusters Score -4.033132e+07 nChanged 21052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234469 members 
Mstep: Class 2 contains 97862 members 
Entering Unmasked Estep 
Score: -40338476.000000 Penalty: 6306.087402
	Iteration 6F: 3 clusters Score -4.033848e+07 nChanged 19027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247906 members 
Mstep: Class 2 contains 84425 members 
Entering Unmasked Estep 
Score: -40345228.000000 Penalty: 6306.087402
	Iteration 7F: 3 clusters Score -4.034523e+07 nChanged 15813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259229 members 
Mstep: Class 2 contains 73102 members 
Entering Unmasked Estep 
Score: -40350964.000000 Penalty: 6306.087402
	Iteration 8Q: 3 clusters Score -4.035096e+07 nChanged 12857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268382 members 
Mstep: Class 2 contains 63949 members 
Entering Unmasked Estep 
Score: -40355876.000000 Penalty: 6306.087402
	Iteration 9Q: 3 clusters Score -4.035588e+07 nChanged 10469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275457 members 
Mstep: Class 2 contains 56874 members 
Entering Unmasked Estep 
Score: -40360720.000000 Penalty: 6306.087402
	Iteration 10Q: 3 clusters Score -4.036072e+07 nChanged 8861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280350 members 
Mstep: Class 2 contains 51981 members 
Entering Unmasked Estep 
Score: -40364552.000000 Penalty: 6306.087402
	Iteration 11Q: 3 clusters Score -4.036455e+07 nChanged 7618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283104 members 
Mstep: Class 2 contains 49227 members 
Entering Unmasked Estep 
Score: -40367952.000000 Penalty: 6306.087402
	Iteration 12Q: 3 clusters Score -4.036795e+07 nChanged 6490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284232 members 
Mstep: Class 2 contains 48099 members 
Entering Unmasked Estep 
Score: -40369744.000000 Penalty: 6306.087402
	Iteration 13Q: 3 clusters Score -4.036974e+07 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284489 members 
Mstep: Class 2 contains 47842 members 
Entering Unmasked Estep 
Score: -40370612.000000 Penalty: 6306.087402
	Iteration 14Q: 3 clusters Score -4.037061e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284325 members 
Mstep: Class 2 contains 48006 members 
Entering Unmasked Estep 
Score: -40370704.000000 Penalty: 6306.087402
	Iteration 15Q: 3 clusters Score -4.03707e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283949 members 
Mstep: Class 2 contains 48382 members 
Entering Unmasked Estep 
Score: -40370528.000000 Penalty: 6306.087402
	Iteration 16Q: 3 clusters Score -4.037053e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283473 members 
Mstep: Class 2 contains 48858 members 
Entering Unmasked Estep 
Score: -40370460.000000 Penalty: 6306.087402
	Iteration 17Q: 3 clusters Score -4.037046e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282943 members 
Mstep: Class 2 contains 49388 members 
Entering Unmasked Estep 
Score: -40370236.000000 Penalty: 6306.087402
	Iteration 18Q: 3 clusters Score -4.037024e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282353 members 
Mstep: Class 2 contains 49978 members 
Entering Unmasked Estep 
Score: -40370024.000000 Penalty: 6306.087402
	Iteration 19Q: 3 clusters Score -4.037002e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281710 members 
Mstep: Class 2 contains 50621 members 
Entering Unmasked Estep 
Score: -40369732.000000 Penalty: 6306.087402
	Iteration 20F: 3 clusters Score -4.036973e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281002 members 
Mstep: Class 2 contains 51329 members 
Entering Unmasked Estep 
Score: -40369300.000000 Penalty: 6306.087402
	Iteration 21Q: 3 clusters Score -4.03693e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280192 members 
Mstep: Class 2 contains 52139 members 
Entering Unmasked Estep 
Score: -40368900.000000 Penalty: 6306.087402
	Iteration 22Q: 3 clusters Score -4.03689e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279326 members 
Mstep: Class 2 contains 53005 members 
Entering Unmasked Estep 
Score: -40368388.000000 Penalty: 6306.087402
	Iteration 23Q: 3 clusters Score -4.036839e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278390 members 
Mstep: Class 2 contains 53941 members 
Entering Unmasked Estep 
Score: -40368008.000000 Penalty: 6306.087402
	Iteration 24Q: 3 clusters Score -4.036801e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277282 members 
Mstep: Class 2 contains 55049 members 
Entering Unmasked Estep 
Score: -40367648.000000 Penalty: 6306.087402
	Iteration 25Q: 3 clusters Score -4.036765e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276054 members 
Mstep: Class 2 contains 56277 members 
Entering Unmasked Estep 
Score: -40367252.000000 Penalty: 6306.087402
	Iteration 26Q: 3 clusters Score -4.036725e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274682 members 
Mstep: Class 2 contains 57649 members 
Entering Unmasked Estep 
Score: -40366624.000000 Penalty: 6306.087402
	Iteration 27Q: 3 clusters Score -4.036662e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273170 members 
Mstep: Class 2 contains 59161 members 
Entering Unmasked Estep 
Score: -40366468.000000 Penalty: 6306.087402
	Iteration 28Q: 3 clusters Score -4.036647e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271466 members 
Mstep: Class 2 contains 60865 members 
Entering Unmasked Estep 
Score: -40365948.000000 Penalty: 6306.087402
	Iteration 29Q: 3 clusters Score -4.036595e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269521 members 
Mstep: Class 2 contains 62810 members 
Entering Unmasked Estep 
Score: -40365724.000000 Penalty: 6306.087402
	Iteration 30Q: 3 clusters Score -4.036572e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267430 members 
Mstep: Class 2 contains 64901 members 
Entering Unmasked Estep 
Score: -40365496.000000 Penalty: 6306.087402
	Iteration 31Q: 3 clusters Score -4.03655e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265128 members 
Mstep: Class 2 contains 67203 members 
Entering Unmasked Estep 
Score: -40365228.000000 Penalty: 6306.087402
	Iteration 32Q: 3 clusters Score -4.036523e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262553 members 
Mstep: Class 2 contains 69778 members 
Entering Unmasked Estep 
Score: -40364944.000000 Penalty: 6306.087402
	Iteration 33Q: 3 clusters Score -4.036494e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259773 members 
Mstep: Class 2 contains 72558 members 
Entering Unmasked Estep 
Score: -40364832.000000 Penalty: 6306.087402
	Iteration 34Q: 3 clusters Score -4.036483e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256651 members 
Mstep: Class 2 contains 75680 members 
Entering Unmasked Estep 
Score: -40364608.000000 Penalty: 6306.087402
	Iteration 35Q: 3 clusters Score -4.036461e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253203 members 
Mstep: Class 2 contains 79128 members 
Entering Unmasked Estep 
Score: -40364476.000000 Penalty: 6306.087402
	Iteration 36Q: 3 clusters Score -4.036448e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249353 members 
Mstep: Class 2 contains 82978 members 
Entering Unmasked Estep 
Score: -40364288.000000 Penalty: 6306.087402
	Iteration 37Q: 3 clusters Score -4.036429e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245111 members 
Mstep: Class 2 contains 87220 members 
Entering Unmasked Estep 
Score: -40364180.000000 Penalty: 6306.087402
	Iteration 38Q: 3 clusters Score -4.036418e+07 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240574 members 
Mstep: Class 2 contains 91757 members 
Entering Unmasked Estep 
Score: -40364408.000000 Penalty: 6306.087402
	Iteration 39Q: 3 clusters Score -4.036441e+07 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235773 members 
Mstep: Class 2 contains 96558 members 
Entering Unmasked Estep 
Score: -40364560.000000 Penalty: 6306.087402
	Iteration 40F: 3 clusters Score -4.036456e+07 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230729 members 
Mstep: Class 2 contains 101602 members 
Entering Unmasked Estep 
Score: -40364760.000000 Penalty: 6306.087402
	Iteration 41Q: 3 clusters Score -4.036476e+07 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225701 members 
Mstep: Class 2 contains 106630 members 
Entering Unmasked Estep 
Score: -40365312.000000 Penalty: 6306.087402
	Iteration 42Q: 3 clusters Score -4.036531e+07 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220683 members 
Mstep: Class 2 contains 111648 members 
Entering Unmasked Estep 
Score: -40365612.000000 Penalty: 6306.087402
	Iteration 43Q: 3 clusters Score -4.036561e+07 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215809 members 
Mstep: Class 2 contains 116522 members 
Entering Unmasked Estep 
Score: -40366124.000000 Penalty: 6306.087402
	Iteration 44Q: 3 clusters Score -4.036612e+07 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211116 members 
Mstep: Class 2 contains 121215 members 
Entering Unmasked Estep 
Score: -40366412.000000 Penalty: 6306.087402
	Iteration 45Q: 3 clusters Score -4.036641e+07 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206540 members 
Mstep: Class 2 contains 125791 members 
Entering Unmasked Estep 
Score: -40367328.000000 Penalty: 6306.087402
	Iteration 46Q: 3 clusters Score -4.036733e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202012 members 
Mstep: Class 2 contains 130319 members 
Entering Unmasked Estep 
Score: -40368128.000000 Penalty: 6306.087402
	Iteration 47Q: 3 clusters Score -4.036813e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197651 members 
Mstep: Class 2 contains 134680 members 
Entering Unmasked Estep 
Score: -40368716.000000 Penalty: 6306.087402
	Iteration 48Q: 3 clusters Score -4.036872e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193603 members 
Mstep: Class 2 contains 138728 members 
Entering Unmasked Estep 
Score: -40369444.000000 Penalty: 6306.087402
	Iteration 49Q: 3 clusters Score -4.036944e+07 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189933 members 
Mstep: Class 2 contains 142398 members 
Entering Unmasked Estep 
Score: -40370128.000000 Penalty: 6306.087402
	Iteration 50Q: 3 clusters Score -4.037013e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186476 members 
Mstep: Class 2 contains 145855 members 
Entering Unmasked Estep 
Score: -40370744.000000 Penalty: 6306.087402
	Iteration 51Q: 3 clusters Score -4.037074e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183276 members 
Mstep: Class 2 contains 149055 members 
Entering Unmasked Estep 
Score: -40371052.000000 Penalty: 6306.087402
	Iteration 52Q: 3 clusters Score -4.037105e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180365 members 
Mstep: Class 2 contains 151966 members 
Entering Unmasked Estep 
Score: -40371540.000000 Penalty: 6306.087402
	Iteration 53Q: 3 clusters Score -4.037154e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177720 members 
Mstep: Class 2 contains 154611 members 
Entering Unmasked Estep 
Score: -40372088.000000 Penalty: 6306.087402
	Iteration 54Q: 3 clusters Score -4.037209e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175288 members 
Mstep: Class 2 contains 157043 members 
Entering Unmasked Estep 
Score: -40372536.000000 Penalty: 6306.087402
	Iteration 55Q: 3 clusters Score -4.037254e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173180 members 
Mstep: Class 2 contains 159151 members 
Entering Unmasked Estep 
Score: -40372856.000000 Penalty: 6306.087402
	Iteration 56Q: 3 clusters Score -4.037286e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171288 members 
Mstep: Class 2 contains 161043 members 
Entering Unmasked Estep 
Score: -40373136.000000 Penalty: 6306.087402
	Iteration 57Q: 3 clusters Score -4.037314e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169657 members 
Mstep: Class 2 contains 162674 members 
Entering Unmasked Estep 
Score: -40373440.000000 Penalty: 6306.087402
	Iteration 58Q: 3 clusters Score -4.037344e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168223 members 
Mstep: Class 2 contains 164108 members 
Entering Unmasked Estep 
Score: -40373844.000000 Penalty: 6306.087402
	Iteration 59Q: 3 clusters Score -4.037384e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167018 members 
Mstep: Class 2 contains 165313 members 
Entering Unmasked Estep 
Score: -40373880.000000 Penalty: 6306.087402
	Iteration 60F: 3 clusters Score -4.037388e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165755 members 
Mstep: Class 2 contains 166576 members 
Entering Unmasked Estep 
Score: -40373900.000000 Penalty: 6306.087402
	Iteration 61Q: 3 clusters Score -4.03739e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164334 members 
Mstep: Class 2 contains 167997 members 
Entering Unmasked Estep 
Score: -40374008.000000 Penalty: 6306.087402
	Iteration 62Q: 3 clusters Score -4.037401e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162797 members 
Mstep: Class 2 contains 169534 members 
Entering Unmasked Estep 
Score: -40373916.000000 Penalty: 6306.087402
	Iteration 63Q: 3 clusters Score -4.037392e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160691 members 
Mstep: Class 2 contains 171640 members 
Entering Unmasked Estep 
Score: -40374280.000000 Penalty: 6306.087402
	Iteration 64Q: 3 clusters Score -4.037428e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157422 members 
Mstep: Class 2 contains 174909 members 
Entering Unmasked Estep 
Score: -40374932.000000 Penalty: 6306.087402
	Iteration 65Q: 3 clusters Score -4.037493e+07 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152434 members 
Mstep: Class 2 contains 179897 members 
Entering Unmasked Estep 
Score: -40375460.000000 Penalty: 6306.087402
	Iteration 66Q: 3 clusters Score -4.037546e+07 nChanged 7203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145231 members 
Mstep: Class 2 contains 187100 members 
Entering Unmasked Estep 
Score: -40376064.000000 Penalty: 6306.087402
	Iteration 67Q: 3 clusters Score -4.037606e+07 nChanged 10052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135179 members 
Mstep: Class 2 contains 197152 members 
Entering Unmasked Estep 
Score: -40376576.000000 Penalty: 6306.087402
	Iteration 68Q: 3 clusters Score -4.037658e+07 nChanged 14571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120608 members 
Mstep: Class 2 contains 211723 members 
Entering Unmasked Estep 
Score: -40375488.000000 Penalty: 6306.087402
	Iteration 69Q: 3 clusters Score -4.037549e+07 nChanged 19825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100783 members 
Mstep: Class 2 contains 231548 members 
Entering Unmasked Estep 
Score: -40373004.000000 Penalty: 6306.087402
	Iteration 70F: 3 clusters Score -4.0373e+07 nChanged 24100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76683 members 
Mstep: Class 2 contains 255648 members 
Entering Unmasked Estep 
Score: -40373756.000000 Penalty: 6306.087402
	Iteration 71F: 3 clusters Score -4.037376e+07 nChanged 26213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50470 members 
Mstep: Class 2 contains 281861 members 
Entering Unmasked Estep 
Score: -40381436.000000 Penalty: 6306.087402
	Iteration 72F: 3 clusters Score -4.038144e+07 nChanged 23682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 305543 members 
Entering Unmasked Estep 
Score: -40389796.000000 Penalty: 6306.087402
	Iteration 73F: 3 clusters Score -4.03898e+07 nChanged 14045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 319588 members 
Entering Unmasked Estep 
Score: -40394780.000000 Penalty: 6306.087402
	Iteration 74Q: 3 clusters Score -4.039478e+07 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 326514 members 
Entering Unmasked Estep 
Score: -40397624.000000 Penalty: 6306.087402
	Iteration 75Q: 3 clusters Score -4.039762e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 329816 members 
Entering Unmasked Estep 
Score: -40399064.000000 Penalty: 6306.087402
	Iteration 76Q: 3 clusters Score -4.039906e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 331181 members 
Entering Unmasked Estep 
Score: -40399660.000000 Penalty: 6306.087402
	Iteration 77Q: 3 clusters Score -4.039966e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 331673 members 
Entering Unmasked Estep 
Score: -40399920.000000 Penalty: 6306.087402
	Iteration 78Q: 3 clusters Score -4.039992e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 331850 members 
Entering Unmasked Estep 
Score: -40399996.000000 Penalty: 6306.087402
	Iteration 79Q: 3 clusters Score -4.04e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 331927 members 
Entering Unmasked Estep 
Score: -40400060.000000 Penalty: 6306.087402
	Iteration 80F: 3 clusters Score -4.040006e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 331964 members 
Entering Unmasked Estep 
Score: -40400072.000000 Penalty: 6306.087402
	Iteration 81Q: 3 clusters Score -4.040007e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 331980 members 
Entering Unmasked Estep 
Score: -40400068.000000 Penalty: 6306.087402
	Iteration 82Q: 3 clusters Score -4.040007e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 331993 members 
Entering Unmasked Estep 
Score: -40400064.000000 Penalty: 6306.087402
	Iteration 83Q: 3 clusters Score -4.040006e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 332004 members 
Entering Unmasked Estep 
Score: -40400080.000000 Penalty: 6306.087402
	Iteration 84Q: 3 clusters Score -4.040008e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 332007 members 
Entering Unmasked Estep 
Score: -40400108.000000 Penalty: 6306.087402
	Iteration 85Q: 3 clusters Score -4.040011e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 332012 members 
Entering Unmasked Estep 
Score: -40400108.000000 Penalty: 6306.087402
	Iteration 86Q: 3 clusters Score -4.040011e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 332012 members 
Entering Unmasked Estep 
Score: -40400124.000000 Penalty: 6306.087402
	Iteration 87Q: 3 clusters Score -4.040012e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 332013 members 
Entering Unmasked Estep 
Score: -40400132.000000 Penalty: 6306.087402
	Iteration 88Q: 3 clusters Score -4.040013e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 332015 members 
Entering Unmasked Estep 
Score: -40400136.000000 Penalty: 6306.087402
	Iteration 89Q: 3 clusters Score -4.040014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 332016 members 
Entering Unmasked Estep 
Score: -40400132.000000 Penalty: 6306.087402
	Iteration 90Q: 3 clusters Score -4.040013e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 332017 members 
Entering Unmasked Estep 
Score: -40400124.000000 Penalty: 6306.087402
	Iteration 91Q: 3 clusters Score -4.040012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 332019 members 
Entering Unmasked Estep 
Score: -40400124.000000 Penalty: 6306.087402
	Iteration 92Q: 3 clusters Score -4.040012e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 332019 members 
Entering Unmasked Estep 
Score: -40400124.000000 Penalty: 6306.087402
	Iteration 93F: 3 clusters Score -4.040012e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (200205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200205 members 
Entering Unmasked Estep 
Score: -24761620.000000 Penalty: 3027.360107
	Iteration 0F: 2 clusters Score -2.476162e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100102 members 
Mstep: Class 2 contains 100103 members 
Entering Unmasked Estep 
Score: -24629884.000000 Penalty: 6054.720215
	Iteration 0F: 3 clusters Score -2.462988e+07 nChanged 96441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101231 members 
Mstep: Class 2 contains 98974 members 
Entering Unmasked Estep 
Score: -24686076.000000 Penalty: 6054.720215
	Iteration 1F: 3 clusters Score -2.468608e+07 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102015 members 
Mstep: Class 2 contains 98190 members 
Entering Unmasked Estep 
Score: -24687088.000000 Penalty: 6054.720215
	Iteration 2Q: 3 clusters Score -2.468709e+07 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103256 members 
Mstep: Class 2 contains 96949 members 
Entering Unmasked Estep 
Score: -24688032.000000 Penalty: 6054.720215
	Iteration 3Q: 3 clusters Score -2.468803e+07 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105182 members 
Mstep: Class 2 contains 95023 members 
Entering Unmasked Estep 
Score: -24689350.000000 Penalty: 6054.720215
	Iteration 4Q: 3 clusters Score -2.468935e+07 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108025 members 
Mstep: Class 2 contains 92180 members 
Entering Unmasked Estep 
Score: -24690982.000000 Penalty: 6054.720215
	Iteration 5Q: 3 clusters Score -2.469098e+07 nChanged 6914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112169 members 
Mstep: Class 2 contains 88036 members 
Entering Unmasked Estep 
Score: -24693114.000000 Penalty: 6054.720215
	Iteration 6Q: 3 clusters Score -2.469311e+07 nChanged 8117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117992 members 
Mstep: Class 2 contains 82213 members 
Entering Unmasked Estep 
Score: -24696482.000000 Penalty: 6054.720215
	Iteration 7Q: 3 clusters Score -2.469648e+07 nChanged 9896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126184 members 
Mstep: Class 2 contains 74021 members 
Entering Unmasked Estep 
Score: -24701070.000000 Penalty: 6054.720215
	Iteration 8Q: 3 clusters Score -2.470107e+07 nChanged 11861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137031 members 
Mstep: Class 2 contains 63174 members 
Entering Unmasked Estep 
Score: -24707938.000000 Penalty: 6054.720215
	Iteration 9F: 3 clusters Score -2.470794e+07 nChanged 13791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150342 members 
Mstep: Class 2 contains 49863 members 
Entering Unmasked Estep 
Score: -24717544.000000 Penalty: 6054.720215
	Iteration 10F: 3 clusters Score -2.471754e+07 nChanged 14881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165067 members 
Mstep: Class 2 contains 35138 members 
Entering Unmasked Estep 
Score: -24729660.000000 Penalty: 6054.720215
	Iteration 11F: 3 clusters Score -2.472966e+07 nChanged 14032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179073 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -24742376.000000 Penalty: 6054.720215
	Iteration 12F: 3 clusters Score -2.474238e+07 nChanged 10725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189798 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -24751198.000000 Penalty: 6054.720215
	Iteration 13F: 3 clusters Score -2.47512e+07 nChanged 6106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195902 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -24755692.000000 Penalty: 6054.720215
	Iteration 14Q: 3 clusters Score -2.475569e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198575 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -24757698.000000 Penalty: 6054.720215
	Iteration 15Q: 3 clusters Score -2.47577e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199500 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -24758416.000000 Penalty: 6054.720215
	Iteration 16Q: 3 clusters Score -2.475842e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199778 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -24758630.000000 Penalty: 6054.720215
	Iteration 17Q: 3 clusters Score -2.475863e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199852 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -24758734.000000 Penalty: 6054.720215
	Iteration 18Q: 3 clusters Score -2.475873e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199891 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -24758810.000000 Penalty: 6054.720215
	Iteration 19Q: 3 clusters Score -2.475881e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199912 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -24758848.000000 Penalty: 6054.720215
	Iteration 20F: 3 clusters Score -2.475885e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199930 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -24758862.000000 Penalty: 6054.720215
	Iteration 21Q: 3 clusters Score -2.475886e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199936 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -24758900.000000 Penalty: 6054.720215
	Iteration 22Q: 3 clusters Score -2.47589e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199939 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -24758914.000000 Penalty: 6054.720215
	Iteration 23Q: 3 clusters Score -2.475891e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199947 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -24758952.000000 Penalty: 6054.720215
	Iteration 24Q: 3 clusters Score -2.475895e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199949 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -24758952.000000 Penalty: 6054.720215
	Iteration 25Q: 3 clusters Score -2.475895e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199955 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -24758970.000000 Penalty: 6054.720215
	Iteration 26Q: 3 clusters Score -2.475897e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199958 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -24758968.000000 Penalty: 6054.720215
	Iteration 27Q: 3 clusters Score -2.475897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199958 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -24758968.000000 Penalty: 6054.720215
	Iteration 28Q: 3 clusters Score -2.475897e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199958 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -24758968.000000 Penalty: 6054.720215
	Iteration 29Q: 3 clusters Score -2.475897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199961 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -24758976.000000 Penalty: 6054.720215
	Iteration 30Q: 3 clusters Score -2.475898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199961 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -24758982.000000 Penalty: 6054.720215
	Iteration 31Q: 3 clusters Score -2.475898e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199962 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -24758980.000000 Penalty: 6054.720215
	Iteration 32Q: 3 clusters Score -2.475898e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199961 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -24758980.000000 Penalty: 6054.720215
	Iteration 33Q: 3 clusters Score -2.475898e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199960 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -24758972.000000 Penalty: 6054.720215
	Iteration 34Q: 3 clusters Score -2.475897e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199960 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -24758972.000000 Penalty: 6054.720215
	Iteration 35F: 3 clusters Score -2.475897e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Entering Unmasked Estep 
Score: -100686.890625 Penalty: 1717.547607
	Iteration 0F: 2 clusters Score -100686.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -98886.867188 Penalty: 3435.095215
	Iteration 0F: 3 clusters Score -98886.87 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -99436.382812 Penalty: 3435.095215
	Iteration 1F: 3 clusters Score -99436.38 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -99673.289062 Penalty: 3435.095215
	Iteration 2F: 3 clusters Score -99673.29 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -99836.507812 Penalty: 3435.095215
	Iteration 3F: 3 clusters Score -99836.51 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -99990.812500 Penalty: 3435.095215
	Iteration 4Q: 3 clusters Score -99990.81 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -100055.281250 Penalty: 3435.095215
	Iteration 5Q: 3 clusters Score -100055.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -100102.281250 Penalty: 3435.095215
	Iteration 6Q: 3 clusters Score -100102.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -100133.531250 Penalty: 3435.095215
	Iteration 7Q: 3 clusters Score -100133.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -100152.140625 Penalty: 3435.095215
	Iteration 8Q: 3 clusters Score -100152.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -100164.789062 Penalty: 3435.095215
	Iteration 9Q: 3 clusters Score -100164.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -100178.804688 Penalty: 3435.095215
	Iteration 10Q: 3 clusters Score -100178.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -100180.593750 Penalty: 3435.095215
	Iteration 11Q: 3 clusters Score -100180.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -100185.359375 Penalty: 3435.095215
	Iteration 12Q: 3 clusters Score -100185.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -100185.906250 Penalty: 3435.095215
	Iteration 13Q: 3 clusters Score -100185.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -100185.906250 Penalty: 3435.095215
	Iteration 14F: 3 clusters Score -100185.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Entering Unmasked Estep 
Score: -1164436.250000 Penalty: 2285.845215
	Iteration 0F: 2 clusters Score -1164436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1156753.500000 Penalty: 4571.690430
	Iteration 0F: 3 clusters Score -1156754 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1158903.000000 Penalty: 4571.690430
	Iteration 1F: 3 clusters Score -1158903 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1159163.625000 Penalty: 4571.690430
	Iteration 2F: 3 clusters Score -1159164 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1159368.500000 Penalty: 4571.690430
	Iteration 3Q: 3 clusters Score -1159368 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1159541.500000 Penalty: 4571.690430
	Iteration 4Q: 3 clusters Score -1159542 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1159702.750000 Penalty: 4571.690430
	Iteration 5Q: 3 clusters Score -1159703 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1159870.125000 Penalty: 4571.690430
	Iteration 6Q: 3 clusters Score -1159870 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1160024.125000 Penalty: 4571.690430
	Iteration 7Q: 3 clusters Score -1160024 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1160175.375000 Penalty: 4571.690430
	Iteration 8Q: 3 clusters Score -1160175 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1160331.625000 Penalty: 4571.690430
	Iteration 9Q: 3 clusters Score -1160332 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1160492.625000 Penalty: 4571.690430
	Iteration 10Q: 3 clusters Score -1160493 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1160654.750000 Penalty: 4571.690430
	Iteration 11Q: 3 clusters Score -1160655 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1160809.625000 Penalty: 4571.690430
	Iteration 12Q: 3 clusters Score -1160810 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1160993.625000 Penalty: 4571.690430
	Iteration 13Q: 3 clusters Score -1160994 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1161195.375000 Penalty: 4571.690430
	Iteration 14Q: 3 clusters Score -1161195 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1161398.750000 Penalty: 4571.690430
	Iteration 15Q: 3 clusters Score -1161399 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1161580.125000 Penalty: 4571.690430
	Iteration 16Q: 3 clusters Score -1161580 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1161730.125000 Penalty: 4571.690430
	Iteration 17Q: 3 clusters Score -1161730 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1161855.750000 Penalty: 4571.690430
	Iteration 18Q: 3 clusters Score -1161856 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1161981.250000 Penalty: 4571.690430
	Iteration 19Q: 3 clusters Score -1161981 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1162093.375000 Penalty: 4571.690430
	Iteration 20F: 3 clusters Score -1162093 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1162186.625000 Penalty: 4571.690430
	Iteration 21Q: 3 clusters Score -1162187 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1162263.375000 Penalty: 4571.690430
	Iteration 22Q: 3 clusters Score -1162263 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1162323.000000 Penalty: 4571.690430
	Iteration 23Q: 3 clusters Score -1162323 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1162370.625000 Penalty: 4571.690430
	Iteration 24Q: 3 clusters Score -1162371 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1162408.250000 Penalty: 4571.690430
	Iteration 25Q: 3 clusters Score -1162408 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1162438.500000 Penalty: 4571.690430
	Iteration 26Q: 3 clusters Score -1162438 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1162470.625000 Penalty: 4571.690430
	Iteration 27Q: 3 clusters Score -1162471 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1162495.625000 Penalty: 4571.690430
	Iteration 28Q: 3 clusters Score -1162496 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1162520.875000 Penalty: 4571.690430
	Iteration 29Q: 3 clusters Score -1162521 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1162535.500000 Penalty: 4571.690430
	Iteration 30Q: 3 clusters Score -1162536 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1162545.750000 Penalty: 4571.690430
	Iteration 31Q: 3 clusters Score -1162546 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1162557.750000 Penalty: 4571.690430
	Iteration 32Q: 3 clusters Score -1162558 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1162566.500000 Penalty: 4571.690430
	Iteration 33Q: 3 clusters Score -1162566 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1162573.750000 Penalty: 4571.690430
	Iteration 34Q: 3 clusters Score -1162574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1162576.125000 Penalty: 4571.690430
	Iteration 35Q: 3 clusters Score -1162576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1162579.500000 Penalty: 4571.690430
	Iteration 36Q: 3 clusters Score -1162580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1162584.625000 Penalty: 4571.690430
	Iteration 37Q: 3 clusters Score -1162585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1162590.375000 Penalty: 4571.690430
	Iteration 38Q: 3 clusters Score -1162590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1162593.125000 Penalty: 4571.690430
	Iteration 39Q: 3 clusters Score -1162593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1162600.250000 Penalty: 4571.690430
	Iteration 40F: 3 clusters Score -1162600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1162602.625000 Penalty: 4571.690430
	Iteration 41Q: 3 clusters Score -1162603 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1162608.125000 Penalty: 4571.690430
	Iteration 42Q: 3 clusters Score -1162608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1162613.875000 Penalty: 4571.690430
	Iteration 43Q: 3 clusters Score -1162614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1162618.750000 Penalty: 4571.690430
	Iteration 44Q: 3 clusters Score -1162619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1162623.000000 Penalty: 4571.690430
	Iteration 45Q: 3 clusters Score -1162623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1162624.625000 Penalty: 4571.690430
	Iteration 46Q: 3 clusters Score -1162625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1162624.875000 Penalty: 4571.690430
	Iteration 47Q: 3 clusters Score -1162625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1162624.875000 Penalty: 4571.690430
	Iteration 48F: 3 clusters Score -1162625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Entering Unmasked Estep 
Score: -1078565.375000 Penalty: 2258.337891
	Iteration 0F: 2 clusters Score -1078565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1071611.625000 Penalty: 4516.675781
	Iteration 0F: 3 clusters Score -1071612 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1073712.750000 Penalty: 4516.675781
	Iteration 1F: 3 clusters Score -1073713 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1074233.375000 Penalty: 4516.675781
	Iteration 2F: 3 clusters Score -1074233 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1074958.000000 Penalty: 4516.675781
	Iteration 3F: 3 clusters Score -1074958 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1075917.375000 Penalty: 4516.675781
	Iteration 4F: 3 clusters Score -1075917 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1076923.125000 Penalty: 4516.675781
	Iteration 5F: 3 clusters Score -1076923 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1077641.125000 Penalty: 4516.675781
	Iteration 6F: 3 clusters Score -1077641 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1077947.125000 Penalty: 4516.675781
	Iteration 7F: 3 clusters Score -1077947 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1078068.625000 Penalty: 4516.675781
	Iteration 8Q: 3 clusters Score -1078069 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1078136.500000 Penalty: 4516.675781
	Iteration 9Q: 3 clusters Score -1078136 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1078169.875000 Penalty: 4516.675781
	Iteration 10Q: 3 clusters Score -1078170 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1078193.000000 Penalty: 4516.675781
	Iteration 11Q: 3 clusters Score -1078193 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1078207.750000 Penalty: 4516.675781
	Iteration 12Q: 3 clusters Score -1078208 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1078218.750000 Penalty: 4516.675781
	Iteration 13Q: 3 clusters Score -1078219 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1078226.875000 Penalty: 4516.675781
	Iteration 14Q: 3 clusters Score -1078227 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1078230.125000 Penalty: 4516.675781
	Iteration 15Q: 3 clusters Score -1078230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1078233.500000 Penalty: 4516.675781
	Iteration 16Q: 3 clusters Score -1078234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1078232.625000 Penalty: 4516.675781
	Iteration 17Q: 3 clusters Score -1078233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1078233.875000 Penalty: 4516.675781
	Iteration 18Q: 3 clusters Score -1078234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1078234.875000 Penalty: 4516.675781
	Iteration 19Q: 3 clusters Score -1078235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1078234.625000 Penalty: 4516.675781
	Iteration 20F: 3 clusters Score -1078235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1078236.375000 Penalty: 4516.675781
	Iteration 21Q: 3 clusters Score -1078236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1078237.500000 Penalty: 4516.675781
	Iteration 22Q: 3 clusters Score -1078238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1078237.625000 Penalty: 4516.675781
	Iteration 23Q: 3 clusters Score -1078238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1078238.500000 Penalty: 4516.675781
	Iteration 24Q: 3 clusters Score -1078238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1078239.875000 Penalty: 4516.675781
	Iteration 25Q: 3 clusters Score -1078240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1078239.250000 Penalty: 4516.675781
	Iteration 26Q: 3 clusters Score -1078239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1078240.375000 Penalty: 4516.675781
	Iteration 27Q: 3 clusters Score -1078240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1078240.375000 Penalty: 4516.675781
	Iteration 28F: 3 clusters Score -1078240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (83664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83664 members 
Entering Unmasked Estep 
Score: -10216840.000000 Penalty: 2810.971924
	Iteration 0F: 2 clusters Score -1.021684e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41970 members 
Mstep: Class 2 contains 41694 members 
Entering Unmasked Estep 
Score: -10160831.000000 Penalty: 5621.943848
	Iteration 0F: 3 clusters Score -1.016083e+07 nChanged 39491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43223 members 
Mstep: Class 2 contains 40441 members 
Entering Unmasked Estep 
Score: -10182856.000000 Penalty: 5621.943848
	Iteration 1F: 3 clusters Score -1.018286e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43983 members 
Mstep: Class 2 contains 39681 members 
Entering Unmasked Estep 
Score: -10183484.000000 Penalty: 5621.943848
	Iteration 2Q: 3 clusters Score -1.018348e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45075 members 
Mstep: Class 2 contains 38589 members 
Entering Unmasked Estep 
Score: -10184237.000000 Penalty: 5621.943848
	Iteration 3Q: 3 clusters Score -1.018424e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46742 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -10185181.000000 Penalty: 5621.943848
	Iteration 4Q: 3 clusters Score -1.018518e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49178 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -10186425.000000 Penalty: 5621.943848
	Iteration 5Q: 3 clusters Score -1.018642e+07 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52616 members 
Mstep: Class 2 contains 31048 members 
Entering Unmasked Estep 
Score: -10188421.000000 Penalty: 5621.943848
	Iteration 6Q: 3 clusters Score -1.018842e+07 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57296 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -10191505.000000 Penalty: 5621.943848
	Iteration 7F: 3 clusters Score -1.01915e+07 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63272 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -10195908.000000 Penalty: 5621.943848
	Iteration 8F: 3 clusters Score -1.019591e+07 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69945 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -10201710.000000 Penalty: 5621.943848
	Iteration 9F: 3 clusters Score -1.020171e+07 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76033 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -10207420.000000 Penalty: 5621.943848
	Iteration 10F: 3 clusters Score -1.020742e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80121 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -10211384.000000 Penalty: 5621.943848
	Iteration 11Q: 3 clusters Score -1.021138e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82118 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -10213278.000000 Penalty: 5621.943848
	Iteration 12Q: 3 clusters Score -1.021328e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82840 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -10213972.000000 Penalty: 5621.943848
	Iteration 13Q: 3 clusters Score -1.021397e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83115 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -10214263.000000 Penalty: 5621.943848
	Iteration 14Q: 3 clusters Score -1.021426e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83230 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -10214410.000000 Penalty: 5621.943848
	Iteration 15Q: 3 clusters Score -1.021441e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83268 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -10214488.000000 Penalty: 5621.943848
	Iteration 16Q: 3 clusters Score -1.021449e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83280 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -10214518.000000 Penalty: 5621.943848
	Iteration 17Q: 3 clusters Score -1.021452e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83301 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -10214571.000000 Penalty: 5621.943848
	Iteration 18Q: 3 clusters Score -1.021457e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83314 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -10214600.000000 Penalty: 5621.943848
	Iteration 19Q: 3 clusters Score -1.02146e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83318 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -10214603.000000 Penalty: 5621.943848
	Iteration 20F: 3 clusters Score -1.02146e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83318 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -10214615.000000 Penalty: 5621.943848
	Iteration 21Q: 3 clusters Score -1.021462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83320 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -10214612.000000 Penalty: 5621.943848
	Iteration 22Q: 3 clusters Score -1.021461e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83322 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -10214617.000000 Penalty: 5621.943848
	Iteration 23Q: 3 clusters Score -1.021462e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83324 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -10214630.000000 Penalty: 5621.943848
	Iteration 24Q: 3 clusters Score -1.021463e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83326 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -10214638.000000 Penalty: 5621.943848
	Iteration 25Q: 3 clusters Score -1.021464e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83326 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -10214634.000000 Penalty: 5621.943848
	Iteration 26Q: 3 clusters Score -1.021463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83326 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -10214636.000000 Penalty: 5621.943848
	Iteration 27Q: 3 clusters Score -1.021464e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83327 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -10214639.000000 Penalty: 5621.943848
	Iteration 28Q: 3 clusters Score -1.021464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83327 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -10214640.000000 Penalty: 5621.943848
	Iteration 29Q: 3 clusters Score -1.021464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83325 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -10214652.000000 Penalty: 5621.943848
	Iteration 30Q: 3 clusters Score -1.021465e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83322 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -10214654.000000 Penalty: 5621.943848
	Iteration 31Q: 3 clusters Score -1.021465e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83319 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -10214657.000000 Penalty: 5621.943848
	Iteration 32Q: 3 clusters Score -1.021466e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83319 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -10214657.000000 Penalty: 5621.943848
	Iteration 33F: 3 clusters Score -1.021466e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Entering Unmasked Estep 
Score: -103139.648438 Penalty: 1733.355103
	Iteration 0F: 2 clusters Score -103139.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -101265.093750 Penalty: 3466.710205
	Iteration 0F: 3 clusters Score -101265.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -102308.796875 Penalty: 3466.710205
	Iteration 1F: 3 clusters Score -102308.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -103054.687500 Penalty: 3466.710205
	Iteration 2F: 3 clusters Score -103054.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -103609.312500 Penalty: 3466.710205
	Iteration 3F: 3 clusters Score -103609.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -104185.664062 Penalty: 3466.710205
	Iteration 4F: 3 clusters Score -104185.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -104655.828125 Penalty: 3466.710205
	Iteration 5F: 3 clusters Score -104655.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -105091.828125 Penalty: 3466.710205
	Iteration 6Q: 3 clusters Score -105091.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -105233.867188 Penalty: 3466.710205
	Iteration 7Q: 3 clusters Score -105233.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -105246.515625 Penalty: 3466.710205
	Iteration 8Q: 3 clusters Score -105246.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -105246.515625 Penalty: 3466.710205
	Iteration 9F: 3 clusters Score -105246.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 13745 members 
Mstep: Class 3 contains 14048 members 
Mstep: Class 4 contains 3338 members 
Mstep: Class 5 contains 42404 members 
Mstep: Class 6 contains 5946 members 
Mstep: Class 7 contains 4913 members 
Mstep: Class 8 contains 194465 members 
Mstep: Class 9 contains 709 members 
Mstep: Class 10 contains 28519 members 
Mstep: Class 11 contains 17166 members 
Mstep: Class 12 contains 16783 members 
Mstep: Class 13 contains 56058 members 
Mstep: Class 14 contains 156185 members 
Mstep: Class 15 contains 28130 members 
Mstep: Class 16 contains 11464 members 
Mstep: Class 17 contains 10095 members 
Mstep: Class 18 contains 9041 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 20 contains 12320 members 
Mstep: Class 21 contains 171911 members 
Mstep: Class 22 contains 29888 members 
Mstep: Class 23 contains 26177 members 
Mstep: Class 24 contains 82383 members 
Mstep: Class 25 contains 24367 members 
Mstep: Class 26 contains 13532 members 
Mstep: Class 27 contains 332331 members 
Mstep: Class 28 contains 200205 members 
Mstep: Class 29 contains 1018 members 
Mstep: Class 30 contains 10068 members 
Mstep: Class 31 contains 9011 members 
Mstep: Class 32 contains 83664 members 
Mstep: Class 33 contains 775 members 
Mstep: Class 34 contains 226870 members 
Mstep: Class 35 contains 91106 members 
Mstep: Class 36 contains 21545 members 
Mstep: Class 37 contains 8053 members 
Mstep: Class 38 contains 882 members 
Mstep: Class 39 contains 310 members 
Entering Unmasked Estep 
Score: -235487680.000000 Penalty: 140280.062500
Splitting cluster 33 changes total score from -235488592.000000 to -235487680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (226870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226870 members 
Entering Unmasked Estep 
Score: -27854954.000000 Penalty: 3058.368896
	Iteration 0F: 2 clusters Score -2.785495e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113463 members 
Mstep: Class 2 contains 113407 members 
Entering Unmasked Estep 
Score: -27708508.000000 Penalty: 6116.737793
	Iteration 0F: 3 clusters Score -2.770851e+07 nChanged 109316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115777 members 
Mstep: Class 2 contains 111093 members 
Entering Unmasked Estep 
Score: -27772952.000000 Penalty: 6116.737793
	Iteration 1F: 3 clusters Score -2.777295e+07 nChanged 6662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117501 members 
Mstep: Class 2 contains 109369 members 
Entering Unmasked Estep 
Score: -27774470.000000 Penalty: 6116.737793
	Iteration 2Q: 3 clusters Score -2.777447e+07 nChanged 7406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120229 members 
Mstep: Class 2 contains 106641 members 
Entering Unmasked Estep 
Score: -27776884.000000 Penalty: 6116.737793
	Iteration 3Q: 3 clusters Score -2.777688e+07 nChanged 8637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124446 members 
Mstep: Class 2 contains 102424 members 
Entering Unmasked Estep 
Score: -27779774.000000 Penalty: 6116.737793
	Iteration 4Q: 3 clusters Score -2.777977e+07 nChanged 10175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130473 members 
Mstep: Class 2 contains 96397 members 
Entering Unmasked Estep 
Score: -27784156.000000 Penalty: 6116.737793
	Iteration 5Q: 3 clusters Score -2.778416e+07 nChanged 11998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138641 members 
Mstep: Class 2 contains 88229 members 
Entering Unmasked Estep 
Score: -27790046.000000 Penalty: 6116.737793
	Iteration 6F: 3 clusters Score -2.779005e+07 nChanged 13574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149123 members 
Mstep: Class 2 contains 77747 members 
Entering Unmasked Estep 
Score: -27797600.000000 Penalty: 6116.737793
	Iteration 7F: 3 clusters Score -2.77976e+07 nChanged 14597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161736 members 
Mstep: Class 2 contains 65134 members 
Entering Unmasked Estep 
Score: -27806572.000000 Penalty: 6116.737793
	Iteration 8F: 3 clusters Score -2.780657e+07 nChanged 14950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175712 members 
Mstep: Class 2 contains 51158 members 
Entering Unmasked Estep 
Score: -27816050.000000 Penalty: 6116.737793
	Iteration 9F: 3 clusters Score -2.781605e+07 nChanged 13861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189243 members 
Mstep: Class 2 contains 37627 members 
Entering Unmasked Estep 
Score: -27824516.000000 Penalty: 6116.737793
	Iteration 10F: 3 clusters Score -2.782452e+07 nChanged 11715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200836 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -27832062.000000 Penalty: 6116.737793
	Iteration 11F: 3 clusters Score -2.783206e+07 nChanged 9374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210198 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -27838900.000000 Penalty: 6116.737793
	Iteration 12Q: 3 clusters Score -2.78389e+07 nChanged 6866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217058 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -27844066.000000 Penalty: 6116.737793
	Iteration 13Q: 3 clusters Score -2.784407e+07 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221562 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -27847994.000000 Penalty: 6116.737793
	Iteration 14Q: 3 clusters Score -2.784799e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224080 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -27850084.000000 Penalty: 6116.737793
	Iteration 15Q: 3 clusters Score -2.785008e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225269 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -27851068.000000 Penalty: 6116.737793
	Iteration 16Q: 3 clusters Score -2.785107e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225837 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -27851640.000000 Penalty: 6116.737793
	Iteration 17Q: 3 clusters Score -2.785164e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226103 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -27851816.000000 Penalty: 6116.737793
	Iteration 18Q: 3 clusters Score -2.785182e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226229 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -27852006.000000 Penalty: 6116.737793
	Iteration 19Q: 3 clusters Score -2.785201e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226306 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -27852108.000000 Penalty: 6116.737793
	Iteration 20F: 3 clusters Score -2.785211e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226350 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -27852166.000000 Penalty: 6116.737793
	Iteration 21Q: 3 clusters Score -2.785217e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226373 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -27852188.000000 Penalty: 6116.737793
	Iteration 22Q: 3 clusters Score -2.785219e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226392 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -27852190.000000 Penalty: 6116.737793
	Iteration 23Q: 3 clusters Score -2.785219e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226405 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -27852222.000000 Penalty: 6116.737793
	Iteration 24Q: 3 clusters Score -2.785222e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226409 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -27852238.000000 Penalty: 6116.737793
	Iteration 25Q: 3 clusters Score -2.785224e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226417 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -27852252.000000 Penalty: 6116.737793
	Iteration 26Q: 3 clusters Score -2.785225e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226421 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -27852252.000000 Penalty: 6116.737793
	Iteration 27Q: 3 clusters Score -2.785225e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226422 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -27852260.000000 Penalty: 6116.737793
	Iteration 28Q: 3 clusters Score -2.785226e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226421 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -27852258.000000 Penalty: 6116.737793
	Iteration 29Q: 3 clusters Score -2.785226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226419 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -27852260.000000 Penalty: 6116.737793
	Iteration 30Q: 3 clusters Score -2.785226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226421 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -27852260.000000 Penalty: 6116.737793
	Iteration 31Q: 3 clusters Score -2.785226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226422 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -27852250.000000 Penalty: 6116.737793
	Iteration 32Q: 3 clusters Score -2.785225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226424 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -27852256.000000 Penalty: 6116.737793
	Iteration 33Q: 3 clusters Score -2.785226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226425 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -27852258.000000 Penalty: 6116.737793
	Iteration 34Q: 3 clusters Score -2.785226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226425 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -27852252.000000 Penalty: 6116.737793
	Iteration 35Q: 3 clusters Score -2.785225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226426 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -27852248.000000 Penalty: 6116.737793
	Iteration 36Q: 3 clusters Score -2.785225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226424 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -27852246.000000 Penalty: 6116.737793
	Iteration 37Q: 3 clusters Score -2.785225e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226424 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -27852246.000000 Penalty: 6116.737793
	Iteration 38F: 3 clusters Score -2.785225e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (91106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91106 members 
Entering Unmasked Estep 
Score: -11142703.000000 Penalty: 2832.105225
	Iteration 0F: 2 clusters Score -1.11427e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45490 members 
Mstep: Class 2 contains 45616 members 
Entering Unmasked Estep 
Score: -11081766.000000 Penalty: 5664.210449
	Iteration 0F: 3 clusters Score -1.108177e+07 nChanged 42886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46470 members 
Mstep: Class 2 contains 44636 members 
Entering Unmasked Estep 
Score: -11106407.000000 Penalty: 5664.210449
	Iteration 1F: 3 clusters Score -1.110641e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47184 members 
Mstep: Class 2 contains 43922 members 
Entering Unmasked Estep 
Score: -11107425.000000 Penalty: 5664.210449
	Iteration 2Q: 3 clusters Score -1.110742e+07 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48291 members 
Mstep: Class 2 contains 42815 members 
Entering Unmasked Estep 
Score: -11108998.000000 Penalty: 5664.210449
	Iteration 3Q: 3 clusters Score -1.1109e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49891 members 
Mstep: Class 2 contains 41215 members 
Entering Unmasked Estep 
Score: -11111155.000000 Penalty: 5664.210449
	Iteration 4Q: 3 clusters Score -1.111116e+07 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51974 members 
Mstep: Class 2 contains 39132 members 
Entering Unmasked Estep 
Score: -11113986.000000 Penalty: 5664.210449
	Iteration 5F: 3 clusters Score -1.111399e+07 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54551 members 
Mstep: Class 2 contains 36555 members 
Entering Unmasked Estep 
Score: -11117708.000000 Penalty: 5664.210449
	Iteration 6F: 3 clusters Score -1.111771e+07 nChanged 6178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57501 members 
Mstep: Class 2 contains 33605 members 
Entering Unmasked Estep 
Score: -11121975.000000 Penalty: 5664.210449
	Iteration 7F: 3 clusters Score -1.112198e+07 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60335 members 
Mstep: Class 2 contains 30771 members 
Entering Unmasked Estep 
Score: -11126157.000000 Penalty: 5664.210449
	Iteration 8F: 3 clusters Score -1.112616e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62793 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -11129858.000000 Penalty: 5664.210449
	Iteration 9F: 3 clusters Score -1.112986e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64730 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -11132648.000000 Penalty: 5664.210449
	Iteration 10Q: 3 clusters Score -1.113265e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66172 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -11134257.000000 Penalty: 5664.210449
	Iteration 11Q: 3 clusters Score -1.113426e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67366 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -11135129.000000 Penalty: 5664.210449
	Iteration 12Q: 3 clusters Score -1.113513e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68455 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -11135756.000000 Penalty: 5664.210449
	Iteration 13Q: 3 clusters Score -1.113576e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69547 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -11136292.000000 Penalty: 5664.210449
	Iteration 14Q: 3 clusters Score -1.113629e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70567 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -11136848.000000 Penalty: 5664.210449
	Iteration 15Q: 3 clusters Score -1.113685e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71537 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -11137388.000000 Penalty: 5664.210449
	Iteration 16Q: 3 clusters Score -1.113739e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72459 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -11137713.000000 Penalty: 5664.210449
	Iteration 17Q: 3 clusters Score -1.113771e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73277 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -11137985.000000 Penalty: 5664.210449
	Iteration 18Q: 3 clusters Score -1.113798e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74041 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -11138279.000000 Penalty: 5664.210449
	Iteration 19Q: 3 clusters Score -1.113828e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74752 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -11138527.000000 Penalty: 5664.210449
	Iteration 20F: 3 clusters Score -1.113853e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75422 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -11138684.000000 Penalty: 5664.210449
	Iteration 21Q: 3 clusters Score -1.113868e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76064 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -11138851.000000 Penalty: 5664.210449
	Iteration 22Q: 3 clusters Score -1.113885e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76664 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -11139064.000000 Penalty: 5664.210449
	Iteration 23Q: 3 clusters Score -1.113906e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77230 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -11139243.000000 Penalty: 5664.210449
	Iteration 24Q: 3 clusters Score -1.113924e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77752 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -11139394.000000 Penalty: 5664.210449
	Iteration 25Q: 3 clusters Score -1.113939e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78210 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -11139439.000000 Penalty: 5664.210449
	Iteration 26Q: 3 clusters Score -1.113944e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78673 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -11139577.000000 Penalty: 5664.210449
	Iteration 27Q: 3 clusters Score -1.113958e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79123 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -11139708.000000 Penalty: 5664.210449
	Iteration 28Q: 3 clusters Score -1.113971e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79561 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -11139782.000000 Penalty: 5664.210449
	Iteration 29Q: 3 clusters Score -1.113978e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79953 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -11139883.000000 Penalty: 5664.210449
	Iteration 30Q: 3 clusters Score -1.113988e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80313 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -11139987.000000 Penalty: 5664.210449
	Iteration 31Q: 3 clusters Score -1.113999e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80651 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -11140030.000000 Penalty: 5664.210449
	Iteration 32Q: 3 clusters Score -1.114003e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80982 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -11140095.000000 Penalty: 5664.210449
	Iteration 33Q: 3 clusters Score -1.11401e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81278 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -11140135.000000 Penalty: 5664.210449
	Iteration 34Q: 3 clusters Score -1.114014e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81556 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -11140163.000000 Penalty: 5664.210449
	Iteration 35Q: 3 clusters Score -1.114016e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81817 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -11140225.000000 Penalty: 5664.210449
	Iteration 36Q: 3 clusters Score -1.114022e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82049 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -11140301.000000 Penalty: 5664.210449
	Iteration 37Q: 3 clusters Score -1.11403e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82277 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -11140378.000000 Penalty: 5664.210449
	Iteration 38Q: 3 clusters Score -1.114038e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82488 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -11140420.000000 Penalty: 5664.210449
	Iteration 39Q: 3 clusters Score -1.114042e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82703 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -11140482.000000 Penalty: 5664.210449
	Iteration 40F: 3 clusters Score -1.114048e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82881 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -11140511.000000 Penalty: 5664.210449
	Iteration 41Q: 3 clusters Score -1.114051e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83071 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -11140521.000000 Penalty: 5664.210449
	Iteration 42Q: 3 clusters Score -1.114052e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83270 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -11140577.000000 Penalty: 5664.210449
	Iteration 43Q: 3 clusters Score -1.114058e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83480 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -11140589.000000 Penalty: 5664.210449
	Iteration 44Q: 3 clusters Score -1.114059e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83666 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -11140655.000000 Penalty: 5664.210449
	Iteration 45Q: 3 clusters Score -1.114066e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83833 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -11140678.000000 Penalty: 5664.210449
	Iteration 46Q: 3 clusters Score -1.114068e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84020 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -11140681.000000 Penalty: 5664.210449
	Iteration 47Q: 3 clusters Score -1.114068e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84186 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -11140691.000000 Penalty: 5664.210449
	Iteration 48Q: 3 clusters Score -1.114069e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84321 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -11140722.000000 Penalty: 5664.210449
	Iteration 49Q: 3 clusters Score -1.114072e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84443 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -11140734.000000 Penalty: 5664.210449
	Iteration 50Q: 3 clusters Score -1.114073e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84579 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -11140788.000000 Penalty: 5664.210449
	Iteration 51Q: 3 clusters Score -1.114079e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84713 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -11140793.000000 Penalty: 5664.210449
	Iteration 52Q: 3 clusters Score -1.114079e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84843 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -11140797.000000 Penalty: 5664.210449
	Iteration 53Q: 3 clusters Score -1.11408e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84976 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -11140807.000000 Penalty: 5664.210449
	Iteration 54Q: 3 clusters Score -1.114081e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85091 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -11140834.000000 Penalty: 5664.210449
	Iteration 55Q: 3 clusters Score -1.114083e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85196 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -11140817.000000 Penalty: 5664.210449
	Iteration 56Q: 3 clusters Score -1.114082e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85307 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -11140826.000000 Penalty: 5664.210449
	Iteration 57Q: 3 clusters Score -1.114083e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85395 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -11140815.000000 Penalty: 5664.210449
	Iteration 58Q: 3 clusters Score -1.114082e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85475 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -11140840.000000 Penalty: 5664.210449
	Iteration 59Q: 3 clusters Score -1.114084e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85535 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -11140849.000000 Penalty: 5664.210449
	Iteration 60F: 3 clusters Score -1.114085e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85593 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -11140875.000000 Penalty: 5664.210449
	Iteration 61Q: 3 clusters Score -1.114088e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85640 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -11140897.000000 Penalty: 5664.210449
	Iteration 62Q: 3 clusters Score -1.11409e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85684 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -11140897.000000 Penalty: 5664.210449
	Iteration 63Q: 3 clusters Score -1.11409e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85727 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -11140901.000000 Penalty: 5664.210449
	Iteration 64Q: 3 clusters Score -1.11409e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85776 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -11140919.000000 Penalty: 5664.210449
	Iteration 65Q: 3 clusters Score -1.114092e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85817 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -11140927.000000 Penalty: 5664.210449
	Iteration 66Q: 3 clusters Score -1.114093e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85864 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -11140931.000000 Penalty: 5664.210449
	Iteration 67Q: 3 clusters Score -1.114093e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85904 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -11140941.000000 Penalty: 5664.210449
	Iteration 68Q: 3 clusters Score -1.114094e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85936 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -11140942.000000 Penalty: 5664.210449
	Iteration 69Q: 3 clusters Score -1.114094e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85971 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -11140960.000000 Penalty: 5664.210449
	Iteration 70Q: 3 clusters Score -1.114096e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85996 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -11140973.000000 Penalty: 5664.210449
	Iteration 71Q: 3 clusters Score -1.114097e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86024 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -11140981.000000 Penalty: 5664.210449
	Iteration 72Q: 3 clusters Score -1.114098e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86061 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -11140977.000000 Penalty: 5664.210449
	Iteration 73Q: 3 clusters Score -1.114098e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86094 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -11141000.000000 Penalty: 5664.210449
	Iteration 74Q: 3 clusters Score -1.1141e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86120 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -11140997.000000 Penalty: 5664.210449
	Iteration 75Q: 3 clusters Score -1.1141e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86144 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -11140988.000000 Penalty: 5664.210449
	Iteration 76Q: 3 clusters Score -1.114099e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86167 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -11140997.000000 Penalty: 5664.210449
	Iteration 77Q: 3 clusters Score -1.1141e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86194 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -11141006.000000 Penalty: 5664.210449
	Iteration 78Q: 3 clusters Score -1.114101e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86218 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -11141009.000000 Penalty: 5664.210449
	Iteration 79Q: 3 clusters Score -1.114101e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86244 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -11141013.000000 Penalty: 5664.210449
	Iteration 80F: 3 clusters Score -1.114101e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86267 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -11141019.000000 Penalty: 5664.210449
	Iteration 81Q: 3 clusters Score -1.114102e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86296 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -11141024.000000 Penalty: 5664.210449
	Iteration 82Q: 3 clusters Score -1.114102e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86317 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -11141033.000000 Penalty: 5664.210449
	Iteration 83Q: 3 clusters Score -1.114103e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86334 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -11141040.000000 Penalty: 5664.210449
	Iteration 84Q: 3 clusters Score -1.114104e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86347 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -11141023.000000 Penalty: 5664.210449
	Iteration 85Q: 3 clusters Score -1.114102e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86359 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -11141023.000000 Penalty: 5664.210449
	Iteration 86Q: 3 clusters Score -1.114102e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86370 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -11141018.000000 Penalty: 5664.210449
	Iteration 87Q: 3 clusters Score -1.114102e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86381 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -11141025.000000 Penalty: 5664.210449
	Iteration 88Q: 3 clusters Score -1.114102e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86388 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -11141021.000000 Penalty: 5664.210449
	Iteration 89Q: 3 clusters Score -1.114102e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86393 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -11141028.000000 Penalty: 5664.210449
	Iteration 90Q: 3 clusters Score -1.114103e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86403 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -11141029.000000 Penalty: 5664.210449
	Iteration 91Q: 3 clusters Score -1.114103e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86413 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -11141031.000000 Penalty: 5664.210449
	Iteration 92Q: 3 clusters Score -1.114103e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86422 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -11141036.000000 Penalty: 5664.210449
	Iteration 93Q: 3 clusters Score -1.114104e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86430 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -11141038.000000 Penalty: 5664.210449
	Iteration 94Q: 3 clusters Score -1.114104e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86442 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -11141045.000000 Penalty: 5664.210449
	Iteration 95Q: 3 clusters Score -1.114104e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86456 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -11141052.000000 Penalty: 5664.210449
	Iteration 96Q: 3 clusters Score -1.114105e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86470 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -11141046.000000 Penalty: 5664.210449
	Iteration 97Q: 3 clusters Score -1.114105e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86481 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -11141044.000000 Penalty: 5664.210449
	Iteration 98Q: 3 clusters Score -1.114104e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86489 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -11141045.000000 Penalty: 5664.210449
	Iteration 99Q: 3 clusters Score -1.114104e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86494 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -11141030.000000 Penalty: 5664.210449
	Iteration 100F: 3 clusters Score -1.114103e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86501 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -11141032.000000 Penalty: 5664.210449
	Iteration 101Q: 3 clusters Score -1.114103e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86508 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -11141050.000000 Penalty: 5664.210449
	Iteration 102Q: 3 clusters Score -1.114105e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86512 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -11141043.000000 Penalty: 5664.210449
	Iteration 103Q: 3 clusters Score -1.114104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86514 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -11141044.000000 Penalty: 5664.210449
	Iteration 104Q: 3 clusters Score -1.114104e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86515 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -11141043.000000 Penalty: 5664.210449
	Iteration 105Q: 3 clusters Score -1.114104e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86518 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -11141042.000000 Penalty: 5664.210449
	Iteration 106Q: 3 clusters Score -1.114104e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86519 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -11141037.000000 Penalty: 5664.210449
	Iteration 107Q: 3 clusters Score -1.114104e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86520 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -11141036.000000 Penalty: 5664.210449
	Iteration 108Q: 3 clusters Score -1.114104e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86520 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -11141036.000000 Penalty: 5664.210449
	Iteration 109F: 3 clusters Score -1.114104e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (21545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Entering Unmasked Estep 
Score: -2418515.000000 Penalty: 2474.518799
	Iteration 0F: 2 clusters Score -2418515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -2403432.750000 Penalty: 4949.037598
	Iteration 0F: 3 clusters Score -2403433 nChanged 9541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -2408589.500000 Penalty: 4949.037598
	Iteration 1F: 3 clusters Score -2408590 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -2409080.500000 Penalty: 4949.037598
	Iteration 2F: 3 clusters Score -2409080 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -2409512.750000 Penalty: 4949.037598
	Iteration 3Q: 3 clusters Score -2409513 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2409975.250000 Penalty: 4949.037598
	Iteration 4Q: 3 clusters Score -2409975 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -2410583.250000 Penalty: 4949.037598
	Iteration 5Q: 3 clusters Score -2410583 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -2411344.250000 Penalty: 4949.037598
	Iteration 6F: 3 clusters Score -2411344 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -2412231.250000 Penalty: 4949.037598
	Iteration 7F: 3 clusters Score -2412231 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -2413212.250000 Penalty: 4949.037598
	Iteration 8F: 3 clusters Score -2413212 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -2414110.750000 Penalty: 4949.037598
	Iteration 9F: 3 clusters Score -2414111 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -2414791.750000 Penalty: 4949.037598
	Iteration 10Q: 3 clusters Score -2414792 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -2415231.750000 Penalty: 4949.037598
	Iteration 11Q: 3 clusters Score -2415232 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -2415583.750000 Penalty: 4949.037598
	Iteration 12Q: 3 clusters Score -2415584 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -2415855.000000 Penalty: 4949.037598
	Iteration 13Q: 3 clusters Score -2415855 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -2416049.000000 Penalty: 4949.037598
	Iteration 14Q: 3 clusters Score -2416049 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -2416206.750000 Penalty: 4949.037598
	Iteration 15Q: 3 clusters Score -2416207 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -2416314.750000 Penalty: 4949.037598
	Iteration 16Q: 3 clusters Score -2416315 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -2416397.250000 Penalty: 4949.037598
	Iteration 17Q: 3 clusters Score -2416397 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -2416470.000000 Penalty: 4949.037598
	Iteration 18Q: 3 clusters Score -2416470 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -2416532.750000 Penalty: 4949.037598
	Iteration 19Q: 3 clusters Score -2416533 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -2416581.750000 Penalty: 4949.037598
	Iteration 20F: 3 clusters Score -2416582 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -2416631.750000 Penalty: 4949.037598
	Iteration 21Q: 3 clusters Score -2416632 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -2416684.750000 Penalty: 4949.037598
	Iteration 22Q: 3 clusters Score -2416685 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -2416732.750000 Penalty: 4949.037598
	Iteration 23Q: 3 clusters Score -2416733 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -2416771.750000 Penalty: 4949.037598
	Iteration 24Q: 3 clusters Score -2416772 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -2416828.000000 Penalty: 4949.037598
	Iteration 25Q: 3 clusters Score -2416828 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -2416857.750000 Penalty: 4949.037598
	Iteration 26Q: 3 clusters Score -2416858 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -2416896.250000 Penalty: 4949.037598
	Iteration 27Q: 3 clusters Score -2416896 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -2416934.000000 Penalty: 4949.037598
	Iteration 28Q: 3 clusters Score -2416934 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -2416962.000000 Penalty: 4949.037598
	Iteration 29Q: 3 clusters Score -2416962 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -2416995.750000 Penalty: 4949.037598
	Iteration 30Q: 3 clusters Score -2416996 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -2417040.250000 Penalty: 4949.037598
	Iteration 31Q: 3 clusters Score -2417040 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -2417076.000000 Penalty: 4949.037598
	Iteration 32Q: 3 clusters Score -2417076 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -2417117.500000 Penalty: 4949.037598
	Iteration 33Q: 3 clusters Score -2417118 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -2417132.000000 Penalty: 4949.037598
	Iteration 34Q: 3 clusters Score -2417132 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -2417160.500000 Penalty: 4949.037598
	Iteration 35Q: 3 clusters Score -2417160 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -2417195.000000 Penalty: 4949.037598
	Iteration 36Q: 3 clusters Score -2417195 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -2417209.750000 Penalty: 4949.037598
	Iteration 37Q: 3 clusters Score -2417210 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -2417224.250000 Penalty: 4949.037598
	Iteration 38Q: 3 clusters Score -2417224 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -2417229.750000 Penalty: 4949.037598
	Iteration 39Q: 3 clusters Score -2417230 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -2417244.250000 Penalty: 4949.037598
	Iteration 40F: 3 clusters Score -2417244 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -2417253.750000 Penalty: 4949.037598
	Iteration 41Q: 3 clusters Score -2417254 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -2417262.000000 Penalty: 4949.037598
	Iteration 42Q: 3 clusters Score -2417262 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -2417276.500000 Penalty: 4949.037598
	Iteration 43Q: 3 clusters Score -2417276 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -2417287.500000 Penalty: 4949.037598
	Iteration 44Q: 3 clusters Score -2417288 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -2417288.250000 Penalty: 4949.037598
	Iteration 45Q: 3 clusters Score -2417288 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -2417298.000000 Penalty: 4949.037598
	Iteration 46Q: 3 clusters Score -2417298 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -2417304.500000 Penalty: 4949.037598
	Iteration 47Q: 3 clusters Score -2417304 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -2417308.750000 Penalty: 4949.037598
	Iteration 48Q: 3 clusters Score -2417309 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -2417310.000000 Penalty: 4949.037598
	Iteration 49Q: 3 clusters Score -2417310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -2417313.750000 Penalty: 4949.037598
	Iteration 50Q: 3 clusters Score -2417314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -2417312.000000 Penalty: 4949.037598
	Iteration 51Q: 3 clusters Score -2417312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -2417321.000000 Penalty: 4949.037598
	Iteration 52Q: 3 clusters Score -2417321 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -2417324.250000 Penalty: 4949.037598
	Iteration 53Q: 3 clusters Score -2417324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -2417321.250000 Penalty: 4949.037598
	Iteration 54Q: 3 clusters Score -2417321 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -2417321.250000 Penalty: 4949.037598
	Iteration 55Q: 3 clusters Score -2417321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -2417325.000000 Penalty: 4949.037598
	Iteration 56Q: 3 clusters Score -2417325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -2417323.250000 Penalty: 4949.037598
	Iteration 57Q: 3 clusters Score -2417323 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -2417333.000000 Penalty: 4949.037598
	Iteration 58Q: 3 clusters Score -2417333 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -2417337.000000 Penalty: 4949.037598
	Iteration 59Q: 3 clusters Score -2417337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -2417333.500000 Penalty: 4949.037598
	Iteration 60F: 3 clusters Score -2417334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -2417330.000000 Penalty: 4949.037598
	Iteration 61Q: 3 clusters Score -2417330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -2417333.750000 Penalty: 4949.037598
	Iteration 62Q: 3 clusters Score -2417334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -2417339.750000 Penalty: 4949.037598
	Iteration 63Q: 3 clusters Score -2417340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -2417337.750000 Penalty: 4949.037598
	Iteration 64Q: 3 clusters Score -2417338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -2417338.250000 Penalty: 4949.037598
	Iteration 65Q: 3 clusters Score -2417338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -2417342.250000 Penalty: 4949.037598
	Iteration 66Q: 3 clusters Score -2417342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -2417339.750000 Penalty: 4949.037598
	Iteration 67Q: 3 clusters Score -2417340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -2417342.500000 Penalty: 4949.037598
	Iteration 68Q: 3 clusters Score -2417342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -2417338.500000 Penalty: 4949.037598
	Iteration 69Q: 3 clusters Score -2417338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -2417338.500000 Penalty: 4949.037598
	Iteration 70F: 3 clusters Score -2417338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Entering Unmasked Estep 
Score: -946688.375000 Penalty: 2230.462402
	Iteration 0F: 2 clusters Score -946688.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -940200.625000 Penalty: 4460.924805
	Iteration 0F: 3 clusters Score -940200.6 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -942118.187500 Penalty: 4460.924805
	Iteration 1F: 3 clusters Score -942118.2 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -942461.312500 Penalty: 4460.924805
	Iteration 2F: 3 clusters Score -942461.3 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -942739.312500 Penalty: 4460.924805
	Iteration 3F: 3 clusters Score -942739.3 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -942965.875000 Penalty: 4460.924805
	Iteration 4F: 3 clusters Score -942965.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -943159.125000 Penalty: 4460.924805
	Iteration 5Q: 3 clusters Score -943159.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -943344.250000 Penalty: 4460.924805
	Iteration 6Q: 3 clusters Score -943344.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -943503.500000 Penalty: 4460.924805
	Iteration 7Q: 3 clusters Score -943503.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -943656.437500 Penalty: 4460.924805
	Iteration 8Q: 3 clusters Score -943656.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -943781.437500 Penalty: 4460.924805
	Iteration 9Q: 3 clusters Score -943781.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -943871.812500 Penalty: 4460.924805
	Iteration 10Q: 3 clusters Score -943871.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -943941.750000 Penalty: 4460.924805
	Iteration 11Q: 3 clusters Score -943941.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -944009.562500 Penalty: 4460.924805
	Iteration 12Q: 3 clusters Score -944009.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -944070.437500 Penalty: 4460.924805
	Iteration 13Q: 3 clusters Score -944070.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -944124.500000 Penalty: 4460.924805
	Iteration 14Q: 3 clusters Score -944124.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -944167.937500 Penalty: 4460.924805
	Iteration 15Q: 3 clusters Score -944167.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -944217.375000 Penalty: 4460.924805
	Iteration 16Q: 3 clusters Score -944217.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -944258.500000 Penalty: 4460.924805
	Iteration 17Q: 3 clusters Score -944258.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -944295.937500 Penalty: 4460.924805
	Iteration 18Q: 3 clusters Score -944295.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -944322.187500 Penalty: 4460.924805
	Iteration 19Q: 3 clusters Score -944322.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -944346.812500 Penalty: 4460.924805
	Iteration 20F: 3 clusters Score -944346.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -944366.750000 Penalty: 4460.924805
	Iteration 21Q: 3 clusters Score -944366.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -944379.750000 Penalty: 4460.924805
	Iteration 22Q: 3 clusters Score -944379.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -944397.875000 Penalty: 4460.924805
	Iteration 23Q: 3 clusters Score -944397.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -944409.500000 Penalty: 4460.924805
	Iteration 24Q: 3 clusters Score -944409.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -944419.437500 Penalty: 4460.924805
	Iteration 25Q: 3 clusters Score -944419.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -944427.250000 Penalty: 4460.924805
	Iteration 26Q: 3 clusters Score -944427.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -944437.187500 Penalty: 4460.924805
	Iteration 27Q: 3 clusters Score -944437.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -944447.062500 Penalty: 4460.924805
	Iteration 28Q: 3 clusters Score -944447.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -944458.062500 Penalty: 4460.924805
	Iteration 29Q: 3 clusters Score -944458.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -944471.937500 Penalty: 4460.924805
	Iteration 30Q: 3 clusters Score -944471.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -944487.000000 Penalty: 4460.924805
	Iteration 31Q: 3 clusters Score -944487 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -944502.250000 Penalty: 4460.924805
	Iteration 32Q: 3 clusters Score -944502.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -944520.687500 Penalty: 4460.924805
	Iteration 33Q: 3 clusters Score -944520.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -944531.750000 Penalty: 4460.924805
	Iteration 34Q: 3 clusters Score -944531.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -944541.625000 Penalty: 4460.924805
	Iteration 35Q: 3 clusters Score -944541.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -944553.000000 Penalty: 4460.924805
	Iteration 36Q: 3 clusters Score -944553 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -944566.562500 Penalty: 4460.924805
	Iteration 37Q: 3 clusters Score -944566.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -944576.250000 Penalty: 4460.924805
	Iteration 38Q: 3 clusters Score -944576.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -944580.687500 Penalty: 4460.924805
	Iteration 39Q: 3 clusters Score -944580.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -944592.687500 Penalty: 4460.924805
	Iteration 40F: 3 clusters Score -944592.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -944599.750000 Penalty: 4460.924805
	Iteration 41Q: 3 clusters Score -944599.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -944610.375000 Penalty: 4460.924805
	Iteration 42Q: 3 clusters Score -944610.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -944615.875000 Penalty: 4460.924805
	Iteration 43Q: 3 clusters Score -944615.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -944627.000000 Penalty: 4460.924805
	Iteration 44Q: 3 clusters Score -944627 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -944636.437500 Penalty: 4460.924805
	Iteration 45Q: 3 clusters Score -944636.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -944646.312500 Penalty: 4460.924805
	Iteration 46Q: 3 clusters Score -944646.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -944658.125000 Penalty: 4460.924805
	Iteration 47Q: 3 clusters Score -944658.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -944663.625000 Penalty: 4460.924805
	Iteration 48Q: 3 clusters Score -944663.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -944669.125000 Penalty: 4460.924805
	Iteration 49Q: 3 clusters Score -944669.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -944675.375000 Penalty: 4460.924805
	Iteration 50Q: 3 clusters Score -944675.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -944680.187500 Penalty: 4460.924805
	Iteration 51Q: 3 clusters Score -944680.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -944687.750000 Penalty: 4460.924805
	Iteration 52Q: 3 clusters Score -944687.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -944693.187500 Penalty: 4460.924805
	Iteration 53Q: 3 clusters Score -944693.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -944698.000000 Penalty: 4460.924805
	Iteration 54Q: 3 clusters Score -944698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -944702.625000 Penalty: 4460.924805
	Iteration 55Q: 3 clusters Score -944702.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -944704.687500 Penalty: 4460.924805
	Iteration 56Q: 3 clusters Score -944704.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -944711.750000 Penalty: 4460.924805
	Iteration 57Q: 3 clusters Score -944711.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -944716.750000 Penalty: 4460.924805
	Iteration 58Q: 3 clusters Score -944716.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -944721.875000 Penalty: 4460.924805
	Iteration 59Q: 3 clusters Score -944721.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -944727.125000 Penalty: 4460.924805
	Iteration 60F: 3 clusters Score -944727.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -944735.875000 Penalty: 4460.924805
	Iteration 61Q: 3 clusters Score -944735.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -944740.250000 Penalty: 4460.924805
	Iteration 62Q: 3 clusters Score -944740.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -944743.562500 Penalty: 4460.924805
	Iteration 63Q: 3 clusters Score -944743.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -944745.250000 Penalty: 4460.924805
	Iteration 64Q: 3 clusters Score -944745.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -944746.437500 Penalty: 4460.924805
	Iteration 65Q: 3 clusters Score -944746.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -944746.875000 Penalty: 4460.924805
	Iteration 66Q: 3 clusters Score -944746.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -944749.437500 Penalty: 4460.924805
	Iteration 67Q: 3 clusters Score -944749.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -944750.000000 Penalty: 4460.924805
	Iteration 68Q: 3 clusters Score -944750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -944751.000000 Penalty: 4460.924805
	Iteration 69Q: 3 clusters Score -944751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -944753.437500 Penalty: 4460.924805
	Iteration 70Q: 3 clusters Score -944753.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -944751.125000 Penalty: 4460.924805
	Iteration 71Q: 3 clusters Score -944751.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -944751.125000 Penalty: 4460.924805
	Iteration 72F: 3 clusters Score -944751.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 13745 members 
Mstep: Class 3 contains 14048 members 
Mstep: Class 4 contains 3338 members 
Mstep: Class 5 contains 42404 members 
Mstep: Class 6 contains 5946 members 
Mstep: Class 7 contains 4913 members 
Mstep: Class 8 contains 194465 members 
Mstep: Class 9 contains 709 members 
Mstep: Class 10 contains 28519 members 
Mstep: Class 11 contains 17166 members 
Mstep: Class 12 contains 16783 members 
Mstep: Class 13 contains 56058 members 
Mstep: Class 14 contains 156185 members 
Mstep: Class 15 contains 28130 members 
Mstep: Class 16 contains 11464 members 
Mstep: Class 17 contains 10095 members 
Mstep: Class 18 contains 9041 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 20 contains 12320 members 
Mstep: Class 21 contains 171911 members 
Mstep: Class 22 contains 29888 members 
Mstep: Class 23 contains 26177 members 
Mstep: Class 24 contains 82383 members 
Mstep: Class 25 contains 24367 members 
Mstep: Class 26 contains 13532 members 
Mstep: Class 27 contains 332331 members 
Mstep: Class 28 contains 200205 members 
Mstep: Class 29 contains 1018 members 
Mstep: Class 30 contains 10068 members 
Mstep: Class 31 contains 9011 members 
Mstep: Class 32 contains 83664 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 226870 members 
Mstep: Class 35 contains 91106 members 
Mstep: Class 36 contains 21545 members 
Mstep: Class 37 contains 8053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235488768.000000 Penalty: 136683.125000
Iteration 159Q: 39 clusters Score -2.354888e+08 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 13749 members 
Mstep: Class 3 contains 14041 members 
Mstep: Class 4 contains 3341 members 
Mstep: Class 5 contains 42411 members 
Mstep: Class 6 contains 5947 members 
Mstep: Class 7 contains 4908 members 
Mstep: Class 8 contains 194482 members 
Mstep: Class 9 contains 721 members 
Mstep: Class 10 contains 28522 members 
Mstep: Class 11 contains 17165 members 
Mstep: Class 12 contains 16777 members 
Mstep: Class 13 contains 56064 members 
Mstep: Class 14 contains 156175 members 
Mstep: Class 15 contains 28158 members 
Mstep: Class 16 contains 11466 members 
Mstep: Class 17 contains 10088 members 
Mstep: Class 18 contains 9038 members 
Mstep: Class 19 contains 14746 members 
Mstep: Class 20 contains 12318 members 
Mstep: Class 21 contains 171924 members 
Mstep: Class 22 contains 29890 members 
Mstep: Class 23 contains 26144 members 
Mstep: Class 24 contains 82388 members 
Mstep: Class 25 contains 24374 members 
Mstep: Class 26 contains 13531 members 
Mstep: Class 27 contains 332363 members 
Mstep: Class 28 contains 200279 members 
Mstep: Class 29 contains 1019 members 
Mstep: Class 30 contains 10070 members 
Mstep: Class 31 contains 9013 members 
Mstep: Class 32 contains 83665 members 
Mstep: Class 33 contains 1072 members 
Mstep: Class 34 contains 226743 members 
Mstep: Class 35 contains 91101 members 
Mstep: Class 36 contains 21544 members 
Mstep: Class 37 contains 8053 members 
Mstep: Class 38 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235489664.000000 Penalty: 136683.125000
Iteration 160F: 39 clusters Score -2.354897e+08 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 13748 members 
Mstep: Class 3 contains 14035 members 
Mstep: Class 4 contains 3341 members 
Mstep: Class 5 contains 42416 members 
Mstep: Class 6 contains 5947 members 
Mstep: Class 7 contains 4901 members 
Mstep: Class 8 contains 194506 members 
Mstep: Class 9 contains 741 members 
Mstep: Class 10 contains 28522 members 
Mstep: Class 11 contains 17162 members 
Mstep: Class 12 contains 16775 members 
Mstep: Class 13 contains 56062 members 
Mstep: Class 14 contains 156166 members 
Mstep: Class 15 contains 28183 members 
Mstep: Class 16 contains 11467 members 
Mstep: Class 17 contains 10082 members 
Mstep: Class 18 contains 9034 members 
Mstep: Class 19 contains 14747 members 
Mstep: Class 20 contains 12315 members 
Mstep: Class 21 contains 171946 members 
Mstep: Class 22 contains 29898 members 
Mstep: Class 23 contains 26104 members 
Mstep: Class 24 contains 82381 members 
Mstep: Class 25 contains 24381 members 
Mstep: Class 26 contains 13525 members 
Mstep: Class 27 contains 332401 members 
Mstep: Class 28 contains 200361 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10072 members 
Mstep: Class 31 contains 9011 members 
Mstep: Class 32 contains 83661 members 
Mstep: Class 33 contains 1049 members 
Mstep: Class 34 contains 226608 members 
Mstep: Class 35 contains 91104 members 
Mstep: Class 36 contains 21544 members 
Mstep: Class 37 contains 8054 members 
Mstep: Class 38 contains 890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235489568.000000 Penalty: 136683.125000
Iteration 161Q: 39 clusters Score -2.354896e+08 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 13744 members 
Mstep: Class 3 contains 14028 members 
Mstep: Class 4 contains 3338 members 
Mstep: Class 5 contains 42418 members 
Mstep: Class 6 contains 5947 members 
Mstep: Class 7 contains 4892 members 
Mstep: Class 8 contains 194531 members 
Mstep: Class 9 contains 771 members 
Mstep: Class 10 contains 28528 members 
Mstep: Class 11 contains 17160 members 
Mstep: Class 12 contains 16771 members 
Mstep: Class 13 contains 56059 members 
Mstep: Class 14 contains 156157 members 
Mstep: Class 15 contains 28216 members 
Mstep: Class 16 contains 11469 members 
Mstep: Class 17 contains 10082 members 
Mstep: Class 18 contains 9034 members 
Mstep: Class 19 contains 14753 members 
Mstep: Class 20 contains 12312 members 
Mstep: Class 21 contains 171955 members 
Mstep: Class 22 contains 29910 members 
Mstep: Class 23 contains 26069 members 
Mstep: Class 24 contains 82379 members 
Mstep: Class 25 contains 24387 members 
Mstep: Class 26 contains 13524 members 
Mstep: Class 27 contains 332416 members 
Mstep: Class 28 contains 200480 members 
Mstep: Class 29 contains 1019 members 
Mstep: Class 30 contains 10071 members 
Mstep: Class 31 contains 9010 members 
Mstep: Class 32 contains 83659 members 
Mstep: Class 33 contains 1015 members 
Mstep: Class 34 contains 226451 members 
Mstep: Class 35 contains 91111 members 
Mstep: Class 36 contains 21539 members 
Mstep: Class 37 contains 8058 members 
Mstep: Class 38 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235489344.000000 Penalty: 136683.125000
Iteration 162Q: 39 clusters Score -2.354893e+08 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 13742 members 
Mstep: Class 3 contains 14022 members 
Mstep: Class 4 contains 3339 members 
Mstep: Class 5 contains 42413 members 
Mstep: Class 6 contains 5947 members 
Mstep: Class 7 contains 4884 members 
Mstep: Class 8 contains 194556 members 
Mstep: Class 9 contains 781 members 
Mstep: Class 10 contains 28530 members 
Mstep: Class 11 contains 17158 members 
Mstep: Class 12 contains 16771 members 
Mstep: Class 13 contains 56046 members 
Mstep: Class 14 contains 156155 members 
Mstep: Class 15 contains 28249 members 
Mstep: Class 16 contains 11469 members 
Mstep: Class 17 contains 10083 members 
Mstep: Class 18 contains 9038 members 
Mstep: Class 19 contains 14754 members 
Mstep: Class 20 contains 12310 members 
Mstep: Class 21 contains 171958 members 
Mstep: Class 22 contains 29925 members 
Mstep: Class 23 contains 26032 members 
Mstep: Class 24 contains 82370 members 
Mstep: Class 25 contains 24394 members 
Mstep: Class 26 contains 13521 members 
Mstep: Class 27 contains 332423 members 
Mstep: Class 28 contains 200650 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10074 members 
Mstep: Class 31 contains 9007 members 
Mstep: Class 32 contains 83653 members 
Mstep: Class 33 contains 1000 members 
Mstep: Class 34 contains 226277 members 
Mstep: Class 35 contains 91112 members 
Mstep: Class 36 contains 21535 members 
Mstep: Class 37 contains 8060 members 
Mstep: Class 38 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235489456.000000 Penalty: 136683.125000
Iteration 163Q: 39 clusters Score -2.354895e+08 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 13739 members 
Mstep: Class 3 contains 14020 members 
Mstep: Class 4 contains 3339 members 
Mstep: Class 5 contains 42417 members 
Mstep: Class 6 contains 5947 members 
Mstep: Class 7 contains 4874 members 
Mstep: Class 8 contains 194596 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 28533 members 
Mstep: Class 11 contains 17156 members 
Mstep: Class 12 contains 16771 members 
Mstep: Class 13 contains 56040 members 
Mstep: Class 14 contains 156149 members 
Mstep: Class 15 contains 28288 members 
Mstep: Class 16 contains 11470 members 
Mstep: Class 17 contains 10080 members 
Mstep: Class 18 contains 9041 members 
Mstep: Class 19 contains 14753 members 
Mstep: Class 20 contains 12317 members 
Mstep: Class 21 contains 171958 members 
Mstep: Class 22 contains 29929 members 
Mstep: Class 23 contains 25991 members 
Mstep: Class 24 contains 82359 members 
Mstep: Class 25 contains 24401 members 
Mstep: Class 26 contains 13521 members 
Mstep: Class 27 contains 332436 members 
Mstep: Class 28 contains 200827 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10074 members 
Mstep: Class 31 contains 9007 members 
Mstep: Class 32 contains 83643 members 
Mstep: Class 33 contains 993 members 
Mstep: Class 34 contains 226072 members 
Mstep: Class 35 contains 91114 members 
Mstep: Class 36 contains 21527 members 
Mstep: Class 37 contains 8063 members 
Mstep: Class 38 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235489472.000000 Penalty: 136683.125000
Iteration 164Q: 39 clusters Score -2.354895e+08 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 13738 members 
Mstep: Class 3 contains 14013 members 
Mstep: Class 4 contains 3339 members 
Mstep: Class 5 contains 42421 members 
Mstep: Class 6 contains 5947 members 
Mstep: Class 7 contains 4864 members 
Mstep: Class 8 contains 194625 members 
Mstep: Class 9 contains 793 members 
Mstep: Class 10 contains 28533 members 
Mstep: Class 11 contains 17154 members 
Mstep: Class 12 contains 16771 members 
Mstep: Class 13 contains 56037 members 
Mstep: Class 14 contains 156136 members 
Mstep: Class 15 contains 28321 members 
Mstep: Class 16 contains 11469 members 
Mstep: Class 17 contains 10080 members 
Mstep: Class 18 contains 9039 members 
Mstep: Class 19 contains 14756 members 
Mstep: Class 20 contains 12322 members 
Mstep: Class 21 contains 171960 members 
Mstep: Class 22 contains 29940 members 
Mstep: Class 23 contains 25956 members 
Mstep: Class 24 contains 82364 members 
Mstep: Class 25 contains 24413 members 
Mstep: Class 26 contains 13522 members 
Mstep: Class 27 contains 332428 members 
Mstep: Class 28 contains 200933 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10078 members 
Mstep: Class 31 contains 9008 members 
Mstep: Class 32 contains 83638 members 
Mstep: Class 33 contains 983 members 
Mstep: Class 34 contains 225955 members 
Mstep: Class 35 contains 91113 members 
Mstep: Class 36 contains 21510 members 
Mstep: Class 37 contains 8063 members 
Mstep: Class 38 contains 906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235489584.000000 Penalty: 136683.125000
Iteration 165Q: 39 clusters Score -2.354896e+08 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 13737 members 
Mstep: Class 3 contains 14008 members 
Mstep: Class 4 contains 3339 members 
Mstep: Class 5 contains 42431 members 
Mstep: Class 6 contains 5947 members 
Mstep: Class 7 contains 4857 members 
Mstep: Class 8 contains 194649 members 
Mstep: Class 9 contains 800 members 
Mstep: Class 10 contains 28536 members 
Mstep: Class 11 contains 17152 members 
Mstep: Class 12 contains 16769 members 
Mstep: Class 13 contains 56027 members 
Mstep: Class 14 contains 156123 members 
Mstep: Class 15 contains 28349 members 
Mstep: Class 16 contains 11470 members 
Mstep: Class 17 contains 10080 members 
Mstep: Class 18 contains 9040 members 
Mstep: Class 19 contains 14766 members 
Mstep: Class 20 contains 12322 members 
Mstep: Class 21 contains 171960 members 
Mstep: Class 22 contains 29957 members 
Mstep: Class 23 contains 25927 members 
Mstep: Class 24 contains 82362 members 
Mstep: Class 25 contains 24420 members 
Mstep: Class 26 contains 13516 members 
Mstep: Class 27 contains 332419 members 
Mstep: Class 28 contains 201023 members 
Mstep: Class 29 contains 1022 members 
Mstep: Class 30 contains 10076 members 
Mstep: Class 31 contains 9007 members 
Mstep: Class 32 contains 83633 members 
Mstep: Class 33 contains 976 members 
Mstep: Class 34 contains 225847 members 
Mstep: Class 35 contains 91131 members 
Mstep: Class 36 contains 21500 members 
Mstep: Class 37 contains 8063 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235489920.000000 Penalty: 136683.125000
Iteration 166Q: 39 clusters Score -2.354899e+08 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 13737 members 
Mstep: Class 3 contains 14003 members 
Mstep: Class 4 contains 3339 members 
Mstep: Class 5 contains 42444 members 
Mstep: Class 6 contains 5947 members 
Mstep: Class 7 contains 4849 members 
Mstep: Class 8 contains 194675 members 
Mstep: Class 9 contains 803 members 
Mstep: Class 10 contains 28538 members 
Mstep: Class 11 contains 17153 members 
Mstep: Class 12 contains 16765 members 
Mstep: Class 13 contains 56023 members 
Mstep: Class 14 contains 156119 members 
Mstep: Class 15 contains 28369 members 
Mstep: Class 16 contains 11470 members 
Mstep: Class 17 contains 10075 members 
Mstep: Class 18 contains 9040 members 
Mstep: Class 19 contains 14772 members 
Mstep: Class 20 contains 12326 members 
Mstep: Class 21 contains 171953 members 
Mstep: Class 22 contains 29964 members 
Mstep: Class 23 contains 25895 members 
Mstep: Class 24 contains 82363 members 
Mstep: Class 25 contains 24428 members 
Mstep: Class 26 contains 13515 members 
Mstep: Class 27 contains 332417 members 
Mstep: Class 28 contains 201117 members 
Mstep: Class 29 contains 1022 members 
Mstep: Class 30 contains 10076 members 
Mstep: Class 31 contains 9007 members 
Mstep: Class 32 contains 83628 members 
Mstep: Class 33 contains 973 members 
Mstep: Class 34 contains 225732 members 
Mstep: Class 35 contains 91144 members 
Mstep: Class 36 contains 21492 members 
Mstep: Class 37 contains 8064 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235489824.000000 Penalty: 136683.125000
Iteration 167Q: 39 clusters Score -2.354898e+08 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 13740 members 
Mstep: Class 3 contains 13996 members 
Mstep: Class 4 contains 3339 members 
Mstep: Class 5 contains 42446 members 
Mstep: Class 6 contains 5948 members 
Mstep: Class 7 contains 4843 members 
Mstep: Class 8 contains 194725 members 
Mstep: Class 9 contains 804 members 
Mstep: Class 10 contains 28546 members 
Mstep: Class 11 contains 17153 members 
Mstep: Class 12 contains 16758 members 
Mstep: Class 13 contains 56022 members 
Mstep: Class 14 contains 156112 members 
Mstep: Class 15 contains 28385 members 
Mstep: Class 16 contains 11471 members 
Mstep: Class 17 contains 10073 members 
Mstep: Class 18 contains 9038 members 
Mstep: Class 19 contains 14771 members 
Mstep: Class 20 contains 12323 members 
Mstep: Class 21 contains 171955 members 
Mstep: Class 22 contains 29979 members 
Mstep: Class 23 contains 25873 members 
Mstep: Class 24 contains 82364 members 
Mstep: Class 25 contains 24431 members 
Mstep: Class 26 contains 13512 members 
Mstep: Class 27 contains 332408 members 
Mstep: Class 28 contains 201197 members 
Mstep: Class 29 contains 1024 members 
Mstep: Class 30 contains 10074 members 
Mstep: Class 31 contains 9008 members 
Mstep: Class 32 contains 83621 members 
Mstep: Class 33 contains 972 members 
Mstep: Class 34 contains 225609 members 
Mstep: Class 35 contains 91152 members 
Mstep: Class 36 contains 21494 members 
Mstep: Class 37 contains 8066 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235490608.000000 Penalty: 136683.125000
Iteration 168Q: 39 clusters Score -2.354906e+08 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 13736 members 
Mstep: Class 3 contains 13991 members 
Mstep: Class 4 contains 3339 members 
Mstep: Class 5 contains 42448 members 
Mstep: Class 6 contains 5947 members 
Mstep: Class 7 contains 4835 members 
Mstep: Class 8 contains 194758 members 
Mstep: Class 9 contains 804 members 
Mstep: Class 10 contains 28550 members 
Mstep: Class 11 contains 17154 members 
Mstep: Class 12 contains 16762 members 
Mstep: Class 13 contains 56022 members 
Mstep: Class 14 contains 156107 members 
Mstep: Class 15 contains 28420 members 
Mstep: Class 16 contains 11470 members 
Mstep: Class 17 contains 10069 members 
Mstep: Class 18 contains 9039 members 
Mstep: Class 19 contains 14771 members 
Mstep: Class 20 contains 12323 members 
Mstep: Class 21 contains 171937 members 
Mstep: Class 22 contains 29989 members 
Mstep: Class 23 contains 25847 members 
Mstep: Class 24 contains 82361 members 
Mstep: Class 25 contains 24435 members 
Mstep: Class 26 contains 13511 members 
Mstep: Class 27 contains 332415 members 
Mstep: Class 28 contains 201276 members 
Mstep: Class 29 contains 1025 members 
Mstep: Class 30 contains 10072 members 
Mstep: Class 31 contains 9006 members 
Mstep: Class 32 contains 83615 members 
Mstep: Class 33 contains 972 members 
Mstep: Class 34 contains 225514 members 
Mstep: Class 35 contains 91144 members 
Mstep: Class 36 contains 21498 members 
Mstep: Class 37 contains 8068 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235490576.000000 Penalty: 136683.125000
Iteration 169Q: 39 clusters Score -2.354906e+08 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 13737 members 
Mstep: Class 3 contains 13988 members 
Mstep: Class 4 contains 3338 members 
Mstep: Class 5 contains 42452 members 
Mstep: Class 6 contains 5946 members 
Mstep: Class 7 contains 4832 members 
Mstep: Class 8 contains 194801 members 
Mstep: Class 9 contains 804 members 
Mstep: Class 10 contains 28554 members 
Mstep: Class 11 contains 17152 members 
Mstep: Class 12 contains 16766 members 
Mstep: Class 13 contains 56023 members 
Mstep: Class 14 contains 156104 members 
Mstep: Class 15 contains 28459 members 
Mstep: Class 16 contains 11470 members 
Mstep: Class 17 contains 10071 members 
Mstep: Class 18 contains 9037 members 
Mstep: Class 19 contains 14773 members 
Mstep: Class 20 contains 12324 members 
Mstep: Class 21 contains 171933 members 
Mstep: Class 22 contains 29995 members 
Mstep: Class 23 contains 25820 members 
Mstep: Class 24 contains 82361 members 
Mstep: Class 25 contains 24440 members 
Mstep: Class 26 contains 13509 members 
Mstep: Class 27 contains 332421 members 
Mstep: Class 28 contains 201346 members 
Mstep: Class 29 contains 1026 members 
Mstep: Class 30 contains 10072 members 
Mstep: Class 31 contains 9006 members 
Mstep: Class 32 contains 83605 members 
Mstep: Class 33 contains 972 members 
Mstep: Class 34 contains 225379 members 
Mstep: Class 35 contains 91152 members 
Mstep: Class 36 contains 21492 members 
Mstep: Class 37 contains 8067 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235490832.000000 Penalty: 136683.125000
Iteration 170Q: 39 clusters Score -2.354908e+08 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 13737 members 
Mstep: Class 3 contains 13984 members 
Mstep: Class 4 contains 3337 members 
Mstep: Class 5 contains 42449 members 
Mstep: Class 6 contains 5944 members 
Mstep: Class 7 contains 4830 members 
Mstep: Class 8 contains 194837 members 
Mstep: Class 9 contains 804 members 
Mstep: Class 10 contains 28555 members 
Mstep: Class 11 contains 17149 members 
Mstep: Class 12 contains 16769 members 
Mstep: Class 13 contains 56026 members 
Mstep: Class 14 contains 156101 members 
Mstep: Class 15 contains 28490 members 
Mstep: Class 16 contains 11472 members 
Mstep: Class 17 contains 10069 members 
Mstep: Class 18 contains 9037 members 
Mstep: Class 19 contains 14774 members 
Mstep: Class 20 contains 12325 members 
Mstep: Class 21 contains 171926 members 
Mstep: Class 22 contains 30004 members 
Mstep: Class 23 contains 25803 members 
Mstep: Class 24 contains 82353 members 
Mstep: Class 25 contains 24446 members 
Mstep: Class 26 contains 13504 members 
Mstep: Class 27 contains 332428 members 
Mstep: Class 28 contains 201373 members 
Mstep: Class 29 contains 1026 members 
Mstep: Class 30 contains 10069 members 
Mstep: Class 31 contains 9004 members 
Mstep: Class 32 contains 83606 members 
Mstep: Class 33 contains 972 members 
Mstep: Class 34 contains 225319 members 
Mstep: Class 35 contains 91151 members 
Mstep: Class 36 contains 21486 members 
Mstep: Class 37 contains 8069 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235490528.000000 Penalty: 136683.125000
Iteration 171Q: 39 clusters Score -2.354905e+08 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 13736 members 
Mstep: Class 3 contains 13979 members 
Mstep: Class 4 contains 3337 members 
Mstep: Class 5 contains 42446 members 
Mstep: Class 6 contains 5943 members 
Mstep: Class 7 contains 4826 members 
Mstep: Class 8 contains 194860 members 
Mstep: Class 9 contains 804 members 
Mstep: Class 10 contains 28553 members 
Mstep: Class 11 contains 17147 members 
Mstep: Class 12 contains 16770 members 
Mstep: Class 13 contains 56032 members 
Mstep: Class 14 contains 156099 members 
Mstep: Class 15 contains 28534 members 
Mstep: Class 16 contains 11476 members 
Mstep: Class 17 contains 10067 members 
Mstep: Class 18 contains 9039 members 
Mstep: Class 19 contains 14769 members 
Mstep: Class 20 contains 12324 members 
Mstep: Class 21 contains 171924 members 
Mstep: Class 22 contains 30005 members 
Mstep: Class 23 contains 25777 members 
Mstep: Class 24 contains 82353 members 
Mstep: Class 25 contains 24455 members 
Mstep: Class 26 contains 13506 members 
Mstep: Class 27 contains 332437 members 
Mstep: Class 28 contains 201432 members 
Mstep: Class 29 contains 1026 members 
Mstep: Class 30 contains 10067 members 
Mstep: Class 31 contains 9007 members 
Mstep: Class 32 contains 83605 members 
Mstep: Class 33 contains 972 members 
Mstep: Class 34 contains 225209 members 
Mstep: Class 35 contains 91157 members 
Mstep: Class 36 contains 21478 members 
Mstep: Class 37 contains 8075 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235490176.000000 Penalty: 136683.125000
Iteration 172Q: 39 clusters Score -2.354902e+08 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 13734 members 
Mstep: Class 3 contains 13978 members 
Mstep: Class 4 contains 3338 members 
Mstep: Class 5 contains 42449 members 
Mstep: Class 6 contains 5942 members 
Mstep: Class 7 contains 4822 members 
Mstep: Class 8 contains 194898 members 
Mstep: Class 9 contains 804 members 
Mstep: Class 10 contains 28555 members 
Mstep: Class 11 contains 17146 members 
Mstep: Class 12 contains 16772 members 
Mstep: Class 13 contains 56042 members 
Mstep: Class 14 contains 156096 members 
Mstep: Class 15 contains 28574 members 
Mstep: Class 16 contains 11480 members 
Mstep: Class 17 contains 10067 members 
Mstep: Class 18 contains 9034 members 
Mstep: Class 19 contains 14769 members 
Mstep: Class 20 contains 12324 members 
Mstep: Class 21 contains 171911 members 
Mstep: Class 22 contains 30011 members 
Mstep: Class 23 contains 25758 members 
Mstep: Class 24 contains 82359 members 
Mstep: Class 25 contains 24464 members 
Mstep: Class 26 contains 13508 members 
Mstep: Class 27 contains 332429 members 
Mstep: Class 28 contains 201497 members 
Mstep: Class 29 contains 1026 members 
Mstep: Class 30 contains 10064 members 
Mstep: Class 31 contains 9007 members 
Mstep: Class 32 contains 83607 members 
Mstep: Class 33 contains 972 members 
Mstep: Class 34 contains 225096 members 
Mstep: Class 35 contains 91164 members 
Mstep: Class 36 contains 21448 members 
Mstep: Class 37 contains 8077 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235490384.000000 Penalty: 136683.125000
Iteration 173Q: 39 clusters Score -2.354904e+08 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 13732 members 
Mstep: Class 3 contains 13972 members 
Mstep: Class 4 contains 3339 members 
Mstep: Class 5 contains 42450 members 
Mstep: Class 6 contains 5942 members 
Mstep: Class 7 contains 4816 members 
Mstep: Class 8 contains 194944 members 
Mstep: Class 9 contains 804 members 
Mstep: Class 10 contains 28554 members 
Mstep: Class 11 contains 17146 members 
Mstep: Class 12 contains 16767 members 
Mstep: Class 13 contains 56046 members 
Mstep: Class 14 contains 156090 members 
Mstep: Class 15 contains 28599 members 
Mstep: Class 16 contains 11480 members 
Mstep: Class 17 contains 10066 members 
Mstep: Class 18 contains 9034 members 
Mstep: Class 19 contains 14770 members 
Mstep: Class 20 contains 12322 members 
Mstep: Class 21 contains 171907 members 
Mstep: Class 22 contains 30024 members 
Mstep: Class 23 contains 25742 members 
Mstep: Class 24 contains 82361 members 
Mstep: Class 25 contains 24469 members 
Mstep: Class 26 contains 13511 members 
Mstep: Class 27 contains 332432 members 
Mstep: Class 28 contains 201597 members 
Mstep: Class 29 contains 1026 members 
Mstep: Class 30 contains 10066 members 
Mstep: Class 31 contains 9004 members 
Mstep: Class 32 contains 83602 members 
Mstep: Class 33 contains 972 members 
Mstep: Class 34 contains 224984 members 
Mstep: Class 35 contains 91156 members 
Mstep: Class 36 contains 21417 members 
Mstep: Class 37 contains 8080 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235490512.000000 Penalty: 136683.125000
Iteration 174Q: 39 clusters Score -2.354905e+08 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 13731 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 3340 members 
Mstep: Class 5 contains 42449 members 
Mstep: Class 6 contains 5941 members 
Mstep: Class 7 contains 4813 members 
Mstep: Class 8 contains 194977 members 
Mstep: Class 9 contains 804 members 
Mstep: Class 10 contains 28558 members 
Mstep: Class 11 contains 17145 members 
Mstep: Class 12 contains 16767 members 
Mstep: Class 13 contains 56046 members 
Mstep: Class 14 contains 156086 members 
Mstep: Class 15 contains 28627 members 
Mstep: Class 16 contains 11481 members 
Mstep: Class 17 contains 10065 members 
Mstep: Class 18 contains 9035 members 
Mstep: Class 19 contains 14765 members 
Mstep: Class 20 contains 12325 members 
Mstep: Class 21 contains 171900 members 
Mstep: Class 22 contains 30031 members 
Mstep: Class 23 contains 25722 members 
Mstep: Class 24 contains 82359 members 
Mstep: Class 25 contains 24476 members 
Mstep: Class 26 contains 13512 members 
Mstep: Class 27 contains 332439 members 
Mstep: Class 28 contains 201677 members 
Mstep: Class 29 contains 1026 members 
Mstep: Class 30 contains 10069 members 
Mstep: Class 31 contains 9004 members 
Mstep: Class 32 contains 83598 members 
Mstep: Class 33 contains 972 members 
Mstep: Class 34 contains 224876 members 
Mstep: Class 35 contains 91157 members 
Mstep: Class 36 contains 21401 members 
Mstep: Class 37 contains 8086 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235490256.000000 Penalty: 136683.125000
Iteration 175Q: 39 clusters Score -2.354903e+08 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 13733 members 
Mstep: Class 3 contains 13960 members 
Mstep: Class 4 contains 3340 members 
Mstep: Class 5 contains 42452 members 
Mstep: Class 6 contains 5940 members 
Mstep: Class 7 contains 4811 members 
Mstep: Class 8 contains 195010 members 
Mstep: Class 9 contains 804 members 
Mstep: Class 10 contains 28553 members 
Mstep: Class 11 contains 17143 members 
Mstep: Class 12 contains 16769 members 
Mstep: Class 13 contains 56048 members 
Mstep: Class 14 contains 156080 members 
Mstep: Class 15 contains 28657 members 
Mstep: Class 16 contains 11483 members 
Mstep: Class 17 contains 10064 members 
Mstep: Class 18 contains 9033 members 
Mstep: Class 19 contains 14759 members 
Mstep: Class 20 contains 12325 members 
Mstep: Class 21 contains 171889 members 
Mstep: Class 22 contains 30039 members 
Mstep: Class 23 contains 25698 members 
Mstep: Class 24 contains 82362 members 
Mstep: Class 25 contains 24478 members 
Mstep: Class 26 contains 13509 members 
Mstep: Class 27 contains 332451 members 
Mstep: Class 28 contains 201718 members 
Mstep: Class 29 contains 1027 members 
Mstep: Class 30 contains 10068 members 
Mstep: Class 31 contains 9003 members 
Mstep: Class 32 contains 83590 members 
Mstep: Class 33 contains 972 members 
Mstep: Class 34 contains 224814 members 
Mstep: Class 35 contains 91159 members 
Mstep: Class 36 contains 21389 members 
Mstep: Class 37 contains 8091 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235490720.000000 Penalty: 136683.125000
Iteration 176Q: 39 clusters Score -2.354907e+08 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 13727 members 
Mstep: Class 3 contains 13953 members 
Mstep: Class 4 contains 3340 members 
Mstep: Class 5 contains 42455 members 
Mstep: Class 6 contains 5940 members 
Mstep: Class 7 contains 4805 members 
Mstep: Class 8 contains 195047 members 
Mstep: Class 9 contains 804 members 
Mstep: Class 10 contains 28555 members 
Mstep: Class 11 contains 17142 members 
Mstep: Class 12 contains 16772 members 
Mstep: Class 13 contains 56047 members 
Mstep: Class 14 contains 156072 members 
Mstep: Class 15 contains 28692 members 
Mstep: Class 16 contains 11485 members 
Mstep: Class 17 contains 10060 members 
Mstep: Class 18 contains 9033 members 
Mstep: Class 19 contains 14756 members 
Mstep: Class 20 contains 12325 members 
Mstep: Class 21 contains 171884 members 
Mstep: Class 22 contains 30041 members 
Mstep: Class 23 contains 25677 members 
Mstep: Class 24 contains 82363 members 
Mstep: Class 25 contains 24483 members 
Mstep: Class 26 contains 13510 members 
Mstep: Class 27 contains 332462 members 
Mstep: Class 28 contains 201745 members 
Mstep: Class 29 contains 1026 members 
Mstep: Class 30 contains 10068 members 
Mstep: Class 31 contains 9004 members 
Mstep: Class 32 contains 83583 members 
Mstep: Class 33 contains 972 members 
Mstep: Class 34 contains 224752 members 
Mstep: Class 35 contains 91166 members 
Mstep: Class 36 contains 21376 members 
Mstep: Class 37 contains 8097 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235490912.000000 Penalty: 136683.125000
Iteration 177Q: 39 clusters Score -2.354909e+08 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 13730 members 
Mstep: Class 3 contains 13947 members 
Mstep: Class 4 contains 3340 members 
Mstep: Class 5 contains 42462 members 
Mstep: Class 6 contains 5940 members 
Mstep: Class 7 contains 4804 members 
Mstep: Class 8 contains 195078 members 
Mstep: Class 9 contains 804 members 
Mstep: Class 10 contains 28559 members 
Mstep: Class 11 contains 17144 members 
Mstep: Class 12 contains 16773 members 
Mstep: Class 13 contains 56047 members 
Mstep: Class 14 contains 156069 members 
Mstep: Class 15 contains 28721 members 
Mstep: Class 16 contains 11488 members 
Mstep: Class 17 contains 10062 members 
Mstep: Class 18 contains 9030 members 
Mstep: Class 19 contains 14749 members 
Mstep: Class 20 contains 12325 members 
Mstep: Class 21 contains 171873 members 
Mstep: Class 22 contains 30042 members 
Mstep: Class 23 contains 25654 members 
Mstep: Class 24 contains 82370 members 
Mstep: Class 25 contains 24485 members 
Mstep: Class 26 contains 13511 members 
Mstep: Class 27 contains 332472 members 
Mstep: Class 28 contains 201748 members 
Mstep: Class 29 contains 1026 members 
Mstep: Class 30 contains 10072 members 
Mstep: Class 31 contains 9004 members 
Mstep: Class 32 contains 83578 members 
Mstep: Class 33 contains 972 members 
Mstep: Class 34 contains 224711 members 
Mstep: Class 35 contains 91163 members 
Mstep: Class 36 contains 21366 members 
Mstep: Class 37 contains 8100 members 
Mstep: Class 38 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235490992.000000 Penalty: 136683.125000
Iteration 178Q: 39 clusters Score -2.35491e+08 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 13731 members 
Mstep: Class 3 contains 13940 members 
Mstep: Class 4 contains 3343 members 
Mstep: Class 5 contains 42464 members 
Mstep: Class 6 contains 5940 members 
Mstep: Class 7 contains 4798 members 
Mstep: Class 8 contains 195101 members 
Mstep: Class 9 contains 804 members 
Mstep: Class 10 contains 28560 members 
Mstep: Class 11 contains 17146 members 
Mstep: Class 12 contains 16779 members 
Mstep: Class 13 contains 56044 members 
Mstep: Class 14 contains 156061 members 
Mstep: Class 15 contains 28749 members 
Mstep: Class 16 contains 11489 members 
Mstep: Class 17 contains 10061 members 
Mstep: Class 18 contains 9024 members 
Mstep: Class 19 contains 14745 members 
Mstep: Class 20 contains 12323 members 
Mstep: Class 21 contains 171864 members 
Mstep: Class 22 contains 30045 members 
Mstep: Class 23 contains 25629 members 
Mstep: Class 24 contains 82369 members 
Mstep: Class 25 contains 24487 members 
Mstep: Class 26 contains 13516 members 
Mstep: Class 27 contains 332496 members 
Mstep: Class 28 contains 201770 members 
Mstep: Class 29 contains 1026 members 
Mstep: Class 30 contains 10074 members 
Mstep: Class 31 contains 9004 members 
Mstep: Class 32 contains 83570 members 
Mstep: Class 33 contains 972 members 
Mstep: Class 34 contains 224669 members 
Mstep: Class 35 contains 91158 members 
Mstep: Class 36 contains 21363 members 
Mstep: Class 37 contains 8106 members 
Mstep: Class 38 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491088.000000 Penalty: 136683.125000
Iteration 179Q: 39 clusters Score -2.354911e+08 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 13733 members 
Mstep: Class 3 contains 13937 members 
Mstep: Class 4 contains 3343 members 
Mstep: Class 5 contains 42468 members 
Mstep: Class 6 contains 5941 members 
Mstep: Class 7 contains 4792 members 
Mstep: Class 8 contains 195123 members 
Mstep: Class 9 contains 804 members 
Mstep: Class 10 contains 28566 members 
Mstep: Class 11 contains 17148 members 
Mstep: Class 12 contains 16777 members 
Mstep: Class 13 contains 56046 members 
Mstep: Class 14 contains 156058 members 
Mstep: Class 15 contains 28762 members 
Mstep: Class 16 contains 11490 members 
Mstep: Class 17 contains 10063 members 
Mstep: Class 18 contains 9027 members 
Mstep: Class 19 contains 14739 members 
Mstep: Class 20 contains 12319 members 
Mstep: Class 21 contains 171835 members 
Mstep: Class 22 contains 30051 members 
Mstep: Class 23 contains 25607 members 
Mstep: Class 24 contains 82364 members 
Mstep: Class 25 contains 24487 members 
Mstep: Class 26 contains 13528 members 
Mstep: Class 27 contains 332494 members 
Mstep: Class 28 contains 201828 members 
Mstep: Class 29 contains 1026 members 
Mstep: Class 30 contains 10074 members 
Mstep: Class 31 contains 9004 members 
Mstep: Class 32 contains 83569 members 
Mstep: Class 33 contains 972 members 
Mstep: Class 34 contains 224629 members 
Mstep: Class 35 contains 91147 members 
Mstep: Class 36 contains 21362 members 
Mstep: Class 37 contains 8108 members 
Mstep: Class 38 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235490960.000000 Penalty: 136683.125000
Iteration 180F: 39 clusters Score -2.35491e+08 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 13732 members 
Mstep: Class 3 contains 13930 members 
Mstep: Class 4 contains 3343 members 
Mstep: Class 5 contains 42474 members 
Mstep: Class 6 contains 5941 members 
Mstep: Class 7 contains 4788 members 
Mstep: Class 8 contains 195138 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28568 members 
Mstep: Class 11 contains 17147 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 56046 members 
Mstep: Class 14 contains 156059 members 
Mstep: Class 15 contains 28794 members 
Mstep: Class 16 contains 11491 members 
Mstep: Class 17 contains 10065 members 
Mstep: Class 18 contains 9027 members 
Mstep: Class 19 contains 14735 members 
Mstep: Class 20 contains 12320 members 
Mstep: Class 21 contains 171820 members 
Mstep: Class 22 contains 30055 members 
Mstep: Class 23 contains 25582 members 
Mstep: Class 24 contains 82360 members 
Mstep: Class 25 contains 24493 members 
Mstep: Class 26 contains 13526 members 
Mstep: Class 27 contains 332513 members 
Mstep: Class 28 contains 201879 members 
Mstep: Class 29 contains 1026 members 
Mstep: Class 30 contains 10077 members 
Mstep: Class 31 contains 9004 members 
Mstep: Class 32 contains 83567 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 224552 members 
Mstep: Class 35 contains 91155 members 
Mstep: Class 36 contains 21350 members 
Mstep: Class 37 contains 8113 members 
Mstep: Class 38 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235490592.000000 Penalty: 136683.125000
Iteration 181Q: 39 clusters Score -2.354906e+08 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 13736 members 
Mstep: Class 3 contains 13928 members 
Mstep: Class 4 contains 3343 members 
Mstep: Class 5 contains 42480 members 
Mstep: Class 6 contains 5941 members 
Mstep: Class 7 contains 4788 members 
Mstep: Class 8 contains 195158 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28578 members 
Mstep: Class 11 contains 17145 members 
Mstep: Class 12 contains 16771 members 
Mstep: Class 13 contains 56048 members 
Mstep: Class 14 contains 156056 members 
Mstep: Class 15 contains 28825 members 
Mstep: Class 16 contains 11495 members 
Mstep: Class 17 contains 10065 members 
Mstep: Class 18 contains 9028 members 
Mstep: Class 19 contains 14731 members 
Mstep: Class 20 contains 12319 members 
Mstep: Class 21 contains 171815 members 
Mstep: Class 22 contains 30054 members 
Mstep: Class 23 contains 25557 members 
Mstep: Class 24 contains 82356 members 
Mstep: Class 25 contains 24498 members 
Mstep: Class 26 contains 13529 members 
Mstep: Class 27 contains 332525 members 
Mstep: Class 28 contains 201915 members 
Mstep: Class 29 contains 1026 members 
Mstep: Class 30 contains 10078 members 
Mstep: Class 31 contains 9004 members 
Mstep: Class 32 contains 83569 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 224466 members 
Mstep: Class 35 contains 91156 members 
Mstep: Class 36 contains 21339 members 
Mstep: Class 37 contains 8117 members 
Mstep: Class 38 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235490480.000000 Penalty: 136683.125000
Iteration 182Q: 39 clusters Score -2.354905e+08 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 13738 members 
Mstep: Class 3 contains 13924 members 
Mstep: Class 4 contains 3341 members 
Mstep: Class 5 contains 42478 members 
Mstep: Class 6 contains 5941 members 
Mstep: Class 7 contains 4786 members 
Mstep: Class 8 contains 195191 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28579 members 
Mstep: Class 11 contains 17142 members 
Mstep: Class 12 contains 16765 members 
Mstep: Class 13 contains 56050 members 
Mstep: Class 14 contains 156050 members 
Mstep: Class 15 contains 28859 members 
Mstep: Class 16 contains 11500 members 
Mstep: Class 17 contains 10065 members 
Mstep: Class 18 contains 9025 members 
Mstep: Class 19 contains 14731 members 
Mstep: Class 20 contains 12319 members 
Mstep: Class 21 contains 171800 members 
Mstep: Class 22 contains 30063 members 
Mstep: Class 23 contains 25533 members 
Mstep: Class 24 contains 82360 members 
Mstep: Class 25 contains 24500 members 
Mstep: Class 26 contains 13529 members 
Mstep: Class 27 contains 332530 members 
Mstep: Class 28 contains 201960 members 
Mstep: Class 29 contains 1025 members 
Mstep: Class 30 contains 10078 members 
Mstep: Class 31 contains 9004 members 
Mstep: Class 32 contains 83569 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 224386 members 
Mstep: Class 35 contains 91153 members 
Mstep: Class 36 contains 21334 members 
Mstep: Class 37 contains 8122 members 
Mstep: Class 38 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235490256.000000 Penalty: 136683.125000
Iteration 183Q: 39 clusters Score -2.354903e+08 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 13738 members 
Mstep: Class 3 contains 13920 members 
Mstep: Class 4 contains 3337 members 
Mstep: Class 5 contains 42471 members 
Mstep: Class 6 contains 5941 members 
Mstep: Class 7 contains 4783 members 
Mstep: Class 8 contains 195222 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28582 members 
Mstep: Class 11 contains 17141 members 
Mstep: Class 12 contains 16761 members 
Mstep: Class 13 contains 56053 members 
Mstep: Class 14 contains 156044 members 
Mstep: Class 15 contains 28893 members 
Mstep: Class 16 contains 11505 members 
Mstep: Class 17 contains 10065 members 
Mstep: Class 18 contains 9025 members 
Mstep: Class 19 contains 14735 members 
Mstep: Class 20 contains 12319 members 
Mstep: Class 21 contains 171790 members 
Mstep: Class 22 contains 30057 members 
Mstep: Class 23 contains 25514 members 
Mstep: Class 24 contains 82359 members 
Mstep: Class 25 contains 24503 members 
Mstep: Class 26 contains 13526 members 
Mstep: Class 27 contains 332542 members 
Mstep: Class 28 contains 202021 members 
Mstep: Class 29 contains 1025 members 
Mstep: Class 30 contains 10081 members 
Mstep: Class 31 contains 9007 members 
Mstep: Class 32 contains 83573 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 224294 members 
Mstep: Class 35 contains 91141 members 
Mstep: Class 36 contains 21333 members 
Mstep: Class 37 contains 8123 members 
Mstep: Class 38 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235490656.000000 Penalty: 136683.125000
Iteration 184Q: 39 clusters Score -2.354907e+08 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 13737 members 
Mstep: Class 3 contains 13915 members 
Mstep: Class 4 contains 3332 members 
Mstep: Class 5 contains 42469 members 
Mstep: Class 6 contains 5941 members 
Mstep: Class 7 contains 4783 members 
Mstep: Class 8 contains 195250 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28586 members 
Mstep: Class 11 contains 17139 members 
Mstep: Class 12 contains 16759 members 
Mstep: Class 13 contains 56054 members 
Mstep: Class 14 contains 156048 members 
Mstep: Class 15 contains 28919 members 
Mstep: Class 16 contains 11508 members 
Mstep: Class 17 contains 10065 members 
Mstep: Class 18 contains 9023 members 
Mstep: Class 19 contains 14738 members 
Mstep: Class 20 contains 12317 members 
Mstep: Class 21 contains 171779 members 
Mstep: Class 22 contains 30058 members 
Mstep: Class 23 contains 25499 members 
Mstep: Class 24 contains 82359 members 
Mstep: Class 25 contains 24504 members 
Mstep: Class 26 contains 13522 members 
Mstep: Class 27 contains 332538 members 
Mstep: Class 28 contains 202066 members 
Mstep: Class 29 contains 1025 members 
Mstep: Class 30 contains 10080 members 
Mstep: Class 31 contains 9006 members 
Mstep: Class 32 contains 83572 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 224236 members 
Mstep: Class 35 contains 91137 members 
Mstep: Class 36 contains 21333 members 
Mstep: Class 37 contains 8124 members 
Mstep: Class 38 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235490368.000000 Penalty: 136683.125000
Iteration 185Q: 39 clusters Score -2.354904e+08 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 13735 members 
Mstep: Class 3 contains 13917 members 
Mstep: Class 4 contains 3327 members 
Mstep: Class 5 contains 42474 members 
Mstep: Class 6 contains 5941 members 
Mstep: Class 7 contains 4780 members 
Mstep: Class 8 contains 195249 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28589 members 
Mstep: Class 11 contains 17137 members 
Mstep: Class 12 contains 16757 members 
Mstep: Class 13 contains 56050 members 
Mstep: Class 14 contains 156046 members 
Mstep: Class 15 contains 28954 members 
Mstep: Class 16 contains 11510 members 
Mstep: Class 17 contains 10066 members 
Mstep: Class 18 contains 9022 members 
Mstep: Class 19 contains 14741 members 
Mstep: Class 20 contains 12315 members 
Mstep: Class 21 contains 171762 members 
Mstep: Class 22 contains 30059 members 
Mstep: Class 23 contains 25482 members 
Mstep: Class 24 contains 82358 members 
Mstep: Class 25 contains 24505 members 
Mstep: Class 26 contains 13522 members 
Mstep: Class 27 contains 332533 members 
Mstep: Class 28 contains 202158 members 
Mstep: Class 29 contains 1025 members 
Mstep: Class 30 contains 10079 members 
Mstep: Class 31 contains 9008 members 
Mstep: Class 32 contains 83575 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 224162 members 
Mstep: Class 35 contains 91129 members 
Mstep: Class 36 contains 21327 members 
Mstep: Class 37 contains 8127 members 
Mstep: Class 38 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235490480.000000 Penalty: 136683.125000
Iteration 186Q: 39 clusters Score -2.354905e+08 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 13734 members 
Mstep: Class 3 contains 13916 members 
Mstep: Class 4 contains 3323 members 
Mstep: Class 5 contains 42474 members 
Mstep: Class 6 contains 5940 members 
Mstep: Class 7 contains 4779 members 
Mstep: Class 8 contains 195265 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28586 members 
Mstep: Class 11 contains 17137 members 
Mstep: Class 12 contains 16757 members 
Mstep: Class 13 contains 56051 members 
Mstep: Class 14 contains 156045 members 
Mstep: Class 15 contains 28987 members 
Mstep: Class 16 contains 11510 members 
Mstep: Class 17 contains 10066 members 
Mstep: Class 18 contains 9022 members 
Mstep: Class 19 contains 14743 members 
Mstep: Class 20 contains 12314 members 
Mstep: Class 21 contains 171753 members 
Mstep: Class 22 contains 30068 members 
Mstep: Class 23 contains 25468 members 
Mstep: Class 24 contains 82354 members 
Mstep: Class 25 contains 24506 members 
Mstep: Class 26 contains 13523 members 
Mstep: Class 27 contains 332527 members 
Mstep: Class 28 contains 202257 members 
Mstep: Class 29 contains 1024 members 
Mstep: Class 30 contains 10080 members 
Mstep: Class 31 contains 9008 members 
Mstep: Class 32 contains 83579 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 224064 members 
Mstep: Class 35 contains 91122 members 
Mstep: Class 36 contains 21312 members 
Mstep: Class 37 contains 8128 members 
Mstep: Class 38 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235490416.000000 Penalty: 136683.125000
Iteration 187Q: 39 clusters Score -2.354904e+08 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 13735 members 
Mstep: Class 3 contains 13915 members 
Mstep: Class 4 contains 3324 members 
Mstep: Class 5 contains 42471 members 
Mstep: Class 6 contains 5941 members 
Mstep: Class 7 contains 4780 members 
Mstep: Class 8 contains 195270 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28584 members 
Mstep: Class 11 contains 17138 members 
Mstep: Class 12 contains 16752 members 
Mstep: Class 13 contains 56053 members 
Mstep: Class 14 contains 156041 members 
Mstep: Class 15 contains 29017 members 
Mstep: Class 16 contains 11510 members 
Mstep: Class 17 contains 10064 members 
Mstep: Class 18 contains 9023 members 
Mstep: Class 19 contains 14746 members 
Mstep: Class 20 contains 12311 members 
Mstep: Class 21 contains 171756 members 
Mstep: Class 22 contains 30071 members 
Mstep: Class 23 contains 25455 members 
Mstep: Class 24 contains 82351 members 
Mstep: Class 25 contains 24509 members 
Mstep: Class 26 contains 13524 members 
Mstep: Class 27 contains 332536 members 
Mstep: Class 28 contains 202357 members 
Mstep: Class 29 contains 1024 members 
Mstep: Class 30 contains 10079 members 
Mstep: Class 31 contains 9007 members 
Mstep: Class 32 contains 83575 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 223943 members 
Mstep: Class 35 contains 91125 members 
Mstep: Class 36 contains 21308 members 
Mstep: Class 37 contains 8129 members 
Mstep: Class 38 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235490656.000000 Penalty: 136683.125000
Iteration 188Q: 39 clusters Score -2.354907e+08 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 13735 members 
Mstep: Class 3 contains 13917 members 
Mstep: Class 4 contains 3324 members 
Mstep: Class 5 contains 42474 members 
Mstep: Class 6 contains 5941 members 
Mstep: Class 7 contains 4775 members 
Mstep: Class 8 contains 195283 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28587 members 
Mstep: Class 11 contains 17137 members 
Mstep: Class 12 contains 16751 members 
Mstep: Class 13 contains 56056 members 
Mstep: Class 14 contains 156028 members 
Mstep: Class 15 contains 29045 members 
Mstep: Class 16 contains 11510 members 
Mstep: Class 17 contains 10066 members 
Mstep: Class 18 contains 9020 members 
Mstep: Class 19 contains 14754 members 
Mstep: Class 20 contains 12310 members 
Mstep: Class 21 contains 171746 members 
Mstep: Class 22 contains 30064 members 
Mstep: Class 23 contains 25441 members 
Mstep: Class 24 contains 82349 members 
Mstep: Class 25 contains 24511 members 
Mstep: Class 26 contains 13523 members 
Mstep: Class 27 contains 332541 members 
Mstep: Class 28 contains 202474 members 
Mstep: Class 29 contains 1024 members 
Mstep: Class 30 contains 10079 members 
Mstep: Class 31 contains 9007 members 
Mstep: Class 32 contains 83571 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 223816 members 
Mstep: Class 35 contains 91120 members 
Mstep: Class 36 contains 21311 members 
Mstep: Class 37 contains 8131 members 
Mstep: Class 38 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235490976.000000 Penalty: 136683.125000
Iteration 189Q: 39 clusters Score -2.35491e+08 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 13740 members 
Mstep: Class 3 contains 13920 members 
Mstep: Class 4 contains 3323 members 
Mstep: Class 5 contains 42480 members 
Mstep: Class 6 contains 5941 members 
Mstep: Class 7 contains 4768 members 
Mstep: Class 8 contains 195292 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28585 members 
Mstep: Class 11 contains 17132 members 
Mstep: Class 12 contains 16748 members 
Mstep: Class 13 contains 56057 members 
Mstep: Class 14 contains 156022 members 
Mstep: Class 15 contains 29069 members 
Mstep: Class 16 contains 11510 members 
Mstep: Class 17 contains 10063 members 
Mstep: Class 18 contains 9017 members 
Mstep: Class 19 contains 14758 members 
Mstep: Class 20 contains 12309 members 
Mstep: Class 21 contains 171735 members 
Mstep: Class 22 contains 30065 members 
Mstep: Class 23 contains 25434 members 
Mstep: Class 24 contains 82344 members 
Mstep: Class 25 contains 24514 members 
Mstep: Class 26 contains 13520 members 
Mstep: Class 27 contains 332546 members 
Mstep: Class 28 contains 202571 members 
Mstep: Class 29 contains 1026 members 
Mstep: Class 30 contains 10077 members 
Mstep: Class 31 contains 9010 members 
Mstep: Class 32 contains 83567 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 223718 members 
Mstep: Class 35 contains 91115 members 
Mstep: Class 36 contains 21307 members 
Mstep: Class 37 contains 8136 members 
Mstep: Class 38 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235490752.000000 Penalty: 136683.125000
Iteration 190Q: 39 clusters Score -2.354908e+08 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 13742 members 
Mstep: Class 3 contains 13914 members 
Mstep: Class 4 contains 3323 members 
Mstep: Class 5 contains 42479 members 
Mstep: Class 6 contains 5941 members 
Mstep: Class 7 contains 4763 members 
Mstep: Class 8 contains 195305 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28583 members 
Mstep: Class 11 contains 17131 members 
Mstep: Class 12 contains 16751 members 
Mstep: Class 13 contains 56059 members 
Mstep: Class 14 contains 156017 members 
Mstep: Class 15 contains 29104 members 
Mstep: Class 16 contains 11512 members 
Mstep: Class 17 contains 10065 members 
Mstep: Class 18 contains 9017 members 
Mstep: Class 19 contains 14763 members 
Mstep: Class 20 contains 12309 members 
Mstep: Class 21 contains 171721 members 
Mstep: Class 22 contains 30066 members 
Mstep: Class 23 contains 25427 members 
Mstep: Class 24 contains 82345 members 
Mstep: Class 25 contains 24521 members 
Mstep: Class 26 contains 13516 members 
Mstep: Class 27 contains 332547 members 
Mstep: Class 28 contains 202673 members 
Mstep: Class 29 contains 1025 members 
Mstep: Class 30 contains 10078 members 
Mstep: Class 31 contains 9011 members 
Mstep: Class 32 contains 83558 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 223602 members 
Mstep: Class 35 contains 91111 members 
Mstep: Class 36 contains 21300 members 
Mstep: Class 37 contains 8139 members 
Mstep: Class 38 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235490768.000000 Penalty: 136683.125000
Iteration 191Q: 39 clusters Score -2.354908e+08 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 13740 members 
Mstep: Class 3 contains 13909 members 
Mstep: Class 4 contains 3324 members 
Mstep: Class 5 contains 42481 members 
Mstep: Class 6 contains 5941 members 
Mstep: Class 7 contains 4759 members 
Mstep: Class 8 contains 195316 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28580 members 
Mstep: Class 11 contains 17130 members 
Mstep: Class 12 contains 16749 members 
Mstep: Class 13 contains 56059 members 
Mstep: Class 14 contains 156015 members 
Mstep: Class 15 contains 29139 members 
Mstep: Class 16 contains 11515 members 
Mstep: Class 17 contains 10065 members 
Mstep: Class 18 contains 9015 members 
Mstep: Class 19 contains 14769 members 
Mstep: Class 20 contains 12310 members 
Mstep: Class 21 contains 171730 members 
Mstep: Class 22 contains 30073 members 
Mstep: Class 23 contains 25420 members 
Mstep: Class 24 contains 82344 members 
Mstep: Class 25 contains 24527 members 
Mstep: Class 26 contains 13512 members 
Mstep: Class 27 contains 332555 members 
Mstep: Class 28 contains 202766 members 
Mstep: Class 29 contains 1025 members 
Mstep: Class 30 contains 10077 members 
Mstep: Class 31 contains 9012 members 
Mstep: Class 32 contains 83557 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 223452 members 
Mstep: Class 35 contains 91115 members 
Mstep: Class 36 contains 21292 members 
Mstep: Class 37 contains 8140 members 
Mstep: Class 38 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235490880.000000 Penalty: 136683.125000
Iteration 192Q: 39 clusters Score -2.354909e+08 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 13745 members 
Mstep: Class 3 contains 13910 members 
Mstep: Class 4 contains 3324 members 
Mstep: Class 5 contains 42482 members 
Mstep: Class 6 contains 5941 members 
Mstep: Class 7 contains 4755 members 
Mstep: Class 8 contains 195340 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28574 members 
Mstep: Class 11 contains 17129 members 
Mstep: Class 12 contains 16750 members 
Mstep: Class 13 contains 56061 members 
Mstep: Class 14 contains 156015 members 
Mstep: Class 15 contains 29175 members 
Mstep: Class 16 contains 11516 members 
Mstep: Class 17 contains 10066 members 
Mstep: Class 18 contains 9014 members 
Mstep: Class 19 contains 14770 members 
Mstep: Class 20 contains 12311 members 
Mstep: Class 21 contains 171741 members 
Mstep: Class 22 contains 30079 members 
Mstep: Class 23 contains 25414 members 
Mstep: Class 24 contains 82340 members 
Mstep: Class 25 contains 24532 members 
Mstep: Class 26 contains 13511 members 
Mstep: Class 27 contains 332546 members 
Mstep: Class 28 contains 202857 members 
Mstep: Class 29 contains 1025 members 
Mstep: Class 30 contains 10078 members 
Mstep: Class 31 contains 9011 members 
Mstep: Class 32 contains 83555 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 223304 members 
Mstep: Class 35 contains 91112 members 
Mstep: Class 36 contains 21287 members 
Mstep: Class 37 contains 8140 members 
Mstep: Class 38 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235490656.000000 Penalty: 136683.125000
Iteration 193Q: 39 clusters Score -2.354907e+08 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 13747 members 
Mstep: Class 3 contains 13910 members 
Mstep: Class 4 contains 3324 members 
Mstep: Class 5 contains 42486 members 
Mstep: Class 6 contains 5941 members 
Mstep: Class 7 contains 4750 members 
Mstep: Class 8 contains 195352 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28571 members 
Mstep: Class 11 contains 17125 members 
Mstep: Class 12 contains 16753 members 
Mstep: Class 13 contains 56067 members 
Mstep: Class 14 contains 156007 members 
Mstep: Class 15 contains 29210 members 
Mstep: Class 16 contains 11518 members 
Mstep: Class 17 contains 10063 members 
Mstep: Class 18 contains 9018 members 
Mstep: Class 19 contains 14773 members 
Mstep: Class 20 contains 12312 members 
Mstep: Class 21 contains 171742 members 
Mstep: Class 22 contains 30080 members 
Mstep: Class 23 contains 25405 members 
Mstep: Class 24 contains 82343 members 
Mstep: Class 25 contains 24534 members 
Mstep: Class 26 contains 13512 members 
Mstep: Class 27 contains 332524 members 
Mstep: Class 28 contains 202960 members 
Mstep: Class 29 contains 1025 members 
Mstep: Class 30 contains 10080 members 
Mstep: Class 31 contains 9013 members 
Mstep: Class 32 contains 83550 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 223179 members 
Mstep: Class 35 contains 91115 members 
Mstep: Class 36 contains 21280 members 
Mstep: Class 37 contains 8140 members 
Mstep: Class 38 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235490752.000000 Penalty: 136683.125000
Iteration 194Q: 39 clusters Score -2.354908e+08 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 13747 members 
Mstep: Class 3 contains 13908 members 
Mstep: Class 4 contains 3322 members 
Mstep: Class 5 contains 42489 members 
Mstep: Class 6 contains 5941 members 
Mstep: Class 7 contains 4747 members 
Mstep: Class 8 contains 195364 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28567 members 
Mstep: Class 11 contains 17125 members 
Mstep: Class 12 contains 16753 members 
Mstep: Class 13 contains 56068 members 
Mstep: Class 14 contains 156003 members 
Mstep: Class 15 contains 29232 members 
Mstep: Class 16 contains 11521 members 
Mstep: Class 17 contains 10064 members 
Mstep: Class 18 contains 9016 members 
Mstep: Class 19 contains 14775 members 
Mstep: Class 20 contains 12311 members 
Mstep: Class 21 contains 171732 members 
Mstep: Class 22 contains 30078 members 
Mstep: Class 23 contains 25394 members 
Mstep: Class 24 contains 82345 members 
Mstep: Class 25 contains 24539 members 
Mstep: Class 26 contains 13514 members 
Mstep: Class 27 contains 332522 members 
Mstep: Class 28 contains 203081 members 
Mstep: Class 29 contains 1025 members 
Mstep: Class 30 contains 10082 members 
Mstep: Class 31 contains 9012 members 
Mstep: Class 32 contains 83553 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 223053 members 
Mstep: Class 35 contains 91106 members 
Mstep: Class 36 contains 21275 members 
Mstep: Class 37 contains 8140 members 
Mstep: Class 38 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235490928.000000 Penalty: 136683.125000
Iteration 195Q: 39 clusters Score -2.354909e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 13747 members 
Mstep: Class 3 contains 13903 members 
Mstep: Class 4 contains 3321 members 
Mstep: Class 5 contains 42490 members 
Mstep: Class 6 contains 5941 members 
Mstep: Class 7 contains 4743 members 
Mstep: Class 8 contains 195385 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28561 members 
Mstep: Class 11 contains 17122 members 
Mstep: Class 12 contains 16755 members 
Mstep: Class 13 contains 56071 members 
Mstep: Class 14 contains 156003 members 
Mstep: Class 15 contains 29244 members 
Mstep: Class 16 contains 11524 members 
Mstep: Class 17 contains 10064 members 
Mstep: Class 18 contains 9016 members 
Mstep: Class 19 contains 14776 members 
Mstep: Class 20 contains 12309 members 
Mstep: Class 21 contains 171735 members 
Mstep: Class 22 contains 30079 members 
Mstep: Class 23 contains 25386 members 
Mstep: Class 24 contains 82343 members 
Mstep: Class 25 contains 24545 members 
Mstep: Class 26 contains 13513 members 
Mstep: Class 27 contains 332515 members 
Mstep: Class 28 contains 203174 members 
Mstep: Class 29 contains 1025 members 
Mstep: Class 30 contains 10083 members 
Mstep: Class 31 contains 9012 members 
Mstep: Class 32 contains 83557 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222945 members 
Mstep: Class 35 contains 91103 members 
Mstep: Class 36 contains 21269 members 
Mstep: Class 37 contains 8141 members 
Mstep: Class 38 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235490784.000000 Penalty: 136683.125000
Iteration 196Q: 39 clusters Score -2.354908e+08 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 13751 members 
Mstep: Class 3 contains 13902 members 
Mstep: Class 4 contains 3321 members 
Mstep: Class 5 contains 42490 members 
Mstep: Class 6 contains 5941 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 195394 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28563 members 
Mstep: Class 11 contains 17121 members 
Mstep: Class 12 contains 16753 members 
Mstep: Class 13 contains 56073 members 
Mstep: Class 14 contains 156002 members 
Mstep: Class 15 contains 29257 members 
Mstep: Class 16 contains 11523 members 
Mstep: Class 17 contains 10063 members 
Mstep: Class 18 contains 9015 members 
Mstep: Class 19 contains 14777 members 
Mstep: Class 20 contains 12307 members 
Mstep: Class 21 contains 171736 members 
Mstep: Class 22 contains 30079 members 
Mstep: Class 23 contains 25384 members 
Mstep: Class 24 contains 82344 members 
Mstep: Class 25 contains 24553 members 
Mstep: Class 26 contains 13512 members 
Mstep: Class 27 contains 332506 members 
Mstep: Class 28 contains 203234 members 
Mstep: Class 29 contains 1025 members 
Mstep: Class 30 contains 10083 members 
Mstep: Class 31 contains 9014 members 
Mstep: Class 32 contains 83555 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222891 members 
Mstep: Class 35 contains 91095 members 
Mstep: Class 36 contains 21254 members 
Mstep: Class 37 contains 8142 members 
Mstep: Class 38 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235490896.000000 Penalty: 136683.125000
Iteration 197Q: 39 clusters Score -2.354909e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 13751 members 
Mstep: Class 3 contains 13899 members 
Mstep: Class 4 contains 3320 members 
Mstep: Class 5 contains 42489 members 
Mstep: Class 6 contains 5941 members 
Mstep: Class 7 contains 4733 members 
Mstep: Class 8 contains 195395 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28567 members 
Mstep: Class 11 contains 17118 members 
Mstep: Class 12 contains 16752 members 
Mstep: Class 13 contains 56072 members 
Mstep: Class 14 contains 156002 members 
Mstep: Class 15 contains 29265 members 
Mstep: Class 16 contains 11524 members 
Mstep: Class 17 contains 10061 members 
Mstep: Class 18 contains 9013 members 
Mstep: Class 19 contains 14778 members 
Mstep: Class 20 contains 12308 members 
Mstep: Class 21 contains 171722 members 
Mstep: Class 22 contains 30075 members 
Mstep: Class 23 contains 25384 members 
Mstep: Class 24 contains 82345 members 
Mstep: Class 25 contains 24560 members 
Mstep: Class 26 contains 13514 members 
Mstep: Class 27 contains 332496 members 
Mstep: Class 28 contains 203312 members 
Mstep: Class 29 contains 1025 members 
Mstep: Class 30 contains 10083 members 
Mstep: Class 31 contains 9013 members 
Mstep: Class 32 contains 83553 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222826 members 
Mstep: Class 35 contains 91104 members 
Mstep: Class 36 contains 21254 members 
Mstep: Class 37 contains 8144 members 
Mstep: Class 38 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235490912.000000 Penalty: 136683.125000
Iteration 198Q: 39 clusters Score -2.354909e+08 nChanged 438
Entering ConstructFrom: 
Score: -235490912.000000 Penalty: 136683.125000
Entering ConstructFrom: 
Trying to split cluster 1 (16012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Entering Unmasked Estep 
Score: -1898400.625000 Penalty: 2400.911377
	Iteration 0F: 2 clusters Score -1898401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1887043.750000 Penalty: 4801.822754
	Iteration 0F: 3 clusters Score -1887044 nChanged 6902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1890688.250000 Penalty: 4801.822754
	Iteration 1F: 3 clusters Score -1890688 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1891090.750000 Penalty: 4801.822754
	Iteration 2F: 3 clusters Score -1891091 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1891447.625000 Penalty: 4801.822754
	Iteration 3Q: 3 clusters Score -1891448 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1891788.250000 Penalty: 4801.822754
	Iteration 4Q: 3 clusters Score -1891788 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1892203.000000 Penalty: 4801.822754
	Iteration 5Q: 3 clusters Score -1892203 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1892708.750000 Penalty: 4801.822754
	Iteration 6Q: 3 clusters Score -1892709 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1893280.500000 Penalty: 4801.822754
	Iteration 7Q: 3 clusters Score -1893280 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1893842.500000 Penalty: 4801.822754
	Iteration 8Q: 3 clusters Score -1893842 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1894295.250000 Penalty: 4801.822754
	Iteration 9Q: 3 clusters Score -1894295 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1894738.375000 Penalty: 4801.822754
	Iteration 10Q: 3 clusters Score -1894738 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1895091.125000 Penalty: 4801.822754
	Iteration 11Q: 3 clusters Score -1895091 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1895370.375000 Penalty: 4801.822754
	Iteration 12Q: 3 clusters Score -1895370 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1895604.125000 Penalty: 4801.822754
	Iteration 13Q: 3 clusters Score -1895604 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1895767.625000 Penalty: 4801.822754
	Iteration 14Q: 3 clusters Score -1895768 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1895898.750000 Penalty: 4801.822754
	Iteration 15Q: 3 clusters Score -1895899 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1895997.250000 Penalty: 4801.822754
	Iteration 16Q: 3 clusters Score -1895997 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1896073.500000 Penalty: 4801.822754
	Iteration 17Q: 3 clusters Score -1896074 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1896130.875000 Penalty: 4801.822754
	Iteration 18Q: 3 clusters Score -1896131 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1896181.625000 Penalty: 4801.822754
	Iteration 19Q: 3 clusters Score -1896182 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1896226.875000 Penalty: 4801.822754
	Iteration 20F: 3 clusters Score -1896227 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1896264.625000 Penalty: 4801.822754
	Iteration 21Q: 3 clusters Score -1896265 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1896298.750000 Penalty: 4801.822754
	Iteration 22Q: 3 clusters Score -1896299 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1896326.000000 Penalty: 4801.822754
	Iteration 23Q: 3 clusters Score -1896326 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1896348.750000 Penalty: 4801.822754
	Iteration 24Q: 3 clusters Score -1896349 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1896368.500000 Penalty: 4801.822754
	Iteration 25Q: 3 clusters Score -1896368 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1896380.375000 Penalty: 4801.822754
	Iteration 26Q: 3 clusters Score -1896380 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1896386.500000 Penalty: 4801.822754
	Iteration 27Q: 3 clusters Score -1896386 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1896393.000000 Penalty: 4801.822754
	Iteration 28Q: 3 clusters Score -1896393 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1896404.625000 Penalty: 4801.822754
	Iteration 29Q: 3 clusters Score -1896405 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1896404.000000 Penalty: 4801.822754
	Iteration 30Q: 3 clusters Score -1896404 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1896416.500000 Penalty: 4801.822754
	Iteration 31Q: 3 clusters Score -1896416 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1896425.625000 Penalty: 4801.822754
	Iteration 32Q: 3 clusters Score -1896426 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1896432.375000 Penalty: 4801.822754
	Iteration 33Q: 3 clusters Score -1896432 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1896443.500000 Penalty: 4801.822754
	Iteration 34Q: 3 clusters Score -1896444 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1896451.875000 Penalty: 4801.822754
	Iteration 35Q: 3 clusters Score -1896452 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1896462.375000 Penalty: 4801.822754
	Iteration 36Q: 3 clusters Score -1896462 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1896474.125000 Penalty: 4801.822754
	Iteration 37Q: 3 clusters Score -1896474 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1896486.375000 Penalty: 4801.822754
	Iteration 38Q: 3 clusters Score -1896486 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1896492.125000 Penalty: 4801.822754
	Iteration 39Q: 3 clusters Score -1896492 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1896502.375000 Penalty: 4801.822754
	Iteration 40F: 3 clusters Score -1896502 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1896504.125000 Penalty: 4801.822754
	Iteration 41Q: 3 clusters Score -1896504 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1896510.500000 Penalty: 4801.822754
	Iteration 42Q: 3 clusters Score -1896510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1896510.500000 Penalty: 4801.822754
	Iteration 43Q: 3 clusters Score -1896510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1896519.000000 Penalty: 4801.822754
	Iteration 44Q: 3 clusters Score -1896519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1896517.500000 Penalty: 4801.822754
	Iteration 45Q: 3 clusters Score -1896518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1896520.250000 Penalty: 4801.822754
	Iteration 46Q: 3 clusters Score -1896520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1896521.250000 Penalty: 4801.822754
	Iteration 47Q: 3 clusters Score -1896521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1896522.875000 Penalty: 4801.822754
	Iteration 48Q: 3 clusters Score -1896523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1896521.000000 Penalty: 4801.822754
	Iteration 49Q: 3 clusters Score -1896521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1896524.250000 Penalty: 4801.822754
	Iteration 50Q: 3 clusters Score -1896524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1896526.500000 Penalty: 4801.822754
	Iteration 51Q: 3 clusters Score -1896526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1896530.750000 Penalty: 4801.822754
	Iteration 52Q: 3 clusters Score -1896531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1896530.500000 Penalty: 4801.822754
	Iteration 53Q: 3 clusters Score -1896530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1896538.625000 Penalty: 4801.822754
	Iteration 54Q: 3 clusters Score -1896539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1896540.125000 Penalty: 4801.822754
	Iteration 55Q: 3 clusters Score -1896540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1896541.000000 Penalty: 4801.822754
	Iteration 56Q: 3 clusters Score -1896541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1896540.250000 Penalty: 4801.822754
	Iteration 57Q: 3 clusters Score -1896540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1896544.875000 Penalty: 4801.822754
	Iteration 58Q: 3 clusters Score -1896545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1896547.500000 Penalty: 4801.822754
	Iteration 59Q: 3 clusters Score -1896548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1896552.625000 Penalty: 4801.822754
	Iteration 60F: 3 clusters Score -1896553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1896554.250000 Penalty: 4801.822754
	Iteration 61Q: 3 clusters Score -1896554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1896552.250000 Penalty: 4801.822754
	Iteration 62Q: 3 clusters Score -1896552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1896556.000000 Penalty: 4801.822754
	Iteration 63Q: 3 clusters Score -1896556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1896553.625000 Penalty: 4801.822754
	Iteration 64Q: 3 clusters Score -1896554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1896555.000000 Penalty: 4801.822754
	Iteration 65Q: 3 clusters Score -1896555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1896555.000000 Penalty: 4801.822754
	Iteration 66Q: 3 clusters Score -1896555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1896557.375000 Penalty: 4801.822754
	Iteration 67Q: 3 clusters Score -1896557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1896557.625000 Penalty: 4801.822754
	Iteration 68Q: 3 clusters Score -1896558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1896556.250000 Penalty: 4801.822754
	Iteration 69Q: 3 clusters Score -1896556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1896555.125000 Penalty: 4801.822754
	Iteration 70Q: 3 clusters Score -1896555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1896560.000000 Penalty: 4801.822754
	Iteration 71Q: 3 clusters Score -1896560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1896566.125000 Penalty: 4801.822754
	Iteration 72Q: 3 clusters Score -1896566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1896564.500000 Penalty: 4801.822754
	Iteration 73Q: 3 clusters Score -1896564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1896567.625000 Penalty: 4801.822754
	Iteration 74Q: 3 clusters Score -1896568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1896569.875000 Penalty: 4801.822754
	Iteration 75Q: 3 clusters Score -1896570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1896570.000000 Penalty: 4801.822754
	Iteration 76Q: 3 clusters Score -1896570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1896567.500000 Penalty: 4801.822754
	Iteration 77Q: 3 clusters Score -1896568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1896569.875000 Penalty: 4801.822754
	Iteration 78Q: 3 clusters Score -1896570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1896572.375000 Penalty: 4801.822754
	Iteration 79Q: 3 clusters Score -1896572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1896571.750000 Penalty: 4801.822754
	Iteration 80F: 3 clusters Score -1896572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1896569.750000 Penalty: 4801.822754
	Iteration 81Q: 3 clusters Score -1896570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1896569.750000 Penalty: 4801.822754
	Iteration 82F: 3 clusters Score -1896570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Entering Unmasked Estep 
Score: -1583521.000000 Penalty: 2363.177002
	Iteration 0F: 2 clusters Score -1583521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1573460.750000 Penalty: 4726.354004
	Iteration 0F: 3 clusters Score -1573461 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1576642.500000 Penalty: 4726.354004
	Iteration 1F: 3 clusters Score -1576642 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1577090.375000 Penalty: 4726.354004
	Iteration 2F: 3 clusters Score -1577090 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1577460.250000 Penalty: 4726.354004
	Iteration 3F: 3 clusters Score -1577460 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1577853.375000 Penalty: 4726.354004
	Iteration 4Q: 3 clusters Score -1577853 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1578299.000000 Penalty: 4726.354004
	Iteration 5F: 3 clusters Score -1578299 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1578797.250000 Penalty: 4726.354004
	Iteration 6F: 3 clusters Score -1578797 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1579352.875000 Penalty: 4726.354004
	Iteration 7F: 3 clusters Score -1579353 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1579987.125000 Penalty: 4726.354004
	Iteration 8F: 3 clusters Score -1579987 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1580599.375000 Penalty: 4726.354004
	Iteration 9F: 3 clusters Score -1580599 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1581090.875000 Penalty: 4726.354004
	Iteration 10F: 3 clusters Score -1581091 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1581539.625000 Penalty: 4726.354004
	Iteration 11Q: 3 clusters Score -1581540 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1581942.125000 Penalty: 4726.354004
	Iteration 12Q: 3 clusters Score -1581942 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1582296.250000 Penalty: 4726.354004
	Iteration 13Q: 3 clusters Score -1582296 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1582615.875000 Penalty: 4726.354004
	Iteration 14Q: 3 clusters Score -1582616 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1582897.625000 Penalty: 4726.354004
	Iteration 15Q: 3 clusters Score -1582898 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1583168.500000 Penalty: 4726.354004
	Iteration 16Q: 3 clusters Score -1583168 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1583470.625000 Penalty: 4726.354004
	Iteration 17Q: 3 clusters Score -1583471 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1583735.750000 Penalty: 4726.354004
	Iteration 18Q: 3 clusters Score -1583736 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1583924.875000 Penalty: 4726.354004
	Iteration 19Q: 3 clusters Score -1583925 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1584039.375000 Penalty: 4726.354004
	Iteration 20F: 3 clusters Score -1584039 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1584119.125000 Penalty: 4726.354004
	Iteration 21Q: 3 clusters Score -1584119 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1584209.125000 Penalty: 4726.354004
	Iteration 22Q: 3 clusters Score -1584209 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1584289.125000 Penalty: 4726.354004
	Iteration 23Q: 3 clusters Score -1584289 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1584370.625000 Penalty: 4726.354004
	Iteration 24Q: 3 clusters Score -1584371 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1584451.750000 Penalty: 4726.354004
	Iteration 25Q: 3 clusters Score -1584452 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1584504.000000 Penalty: 4726.354004
	Iteration 26Q: 3 clusters Score -1584504 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1584540.625000 Penalty: 4726.354004
	Iteration 27Q: 3 clusters Score -1584541 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1584562.625000 Penalty: 4726.354004
	Iteration 28Q: 3 clusters Score -1584563 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1584577.625000 Penalty: 4726.354004
	Iteration 29Q: 3 clusters Score -1584578 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1584581.375000 Penalty: 4726.354004
	Iteration 30Q: 3 clusters Score -1584581 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1584585.750000 Penalty: 4726.354004
	Iteration 31Q: 3 clusters Score -1584586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1584589.625000 Penalty: 4726.354004
	Iteration 32Q: 3 clusters Score -1584590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1584588.875000 Penalty: 4726.354004
	Iteration 33Q: 3 clusters Score -1584589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1584589.875000 Penalty: 4726.354004
	Iteration 34Q: 3 clusters Score -1584590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1584592.000000 Penalty: 4726.354004
	Iteration 35Q: 3 clusters Score -1584592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1584592.000000 Penalty: 4726.354004
	Iteration 36F: 3 clusters Score -1584592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 10554 members 
Mstep: Class 3 contains 13899 members 
Mstep: Class 4 contains 3319 members 
Mstep: Class 5 contains 42488 members 
Mstep: Class 6 contains 5941 members 
Mstep: Class 7 contains 4723 members 
Mstep: Class 8 contains 195404 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28565 members 
Mstep: Class 11 contains 17115 members 
Mstep: Class 12 contains 16746 members 
Mstep: Class 13 contains 56074 members 
Mstep: Class 14 contains 155999 members 
Mstep: Class 15 contains 29267 members 
Mstep: Class 16 contains 11526 members 
Mstep: Class 17 contains 10061 members 
Mstep: Class 18 contains 9013 members 
Mstep: Class 19 contains 14777 members 
Mstep: Class 20 contains 12307 members 
Mstep: Class 21 contains 171713 members 
Mstep: Class 22 contains 30073 members 
Mstep: Class 23 contains 25381 members 
Mstep: Class 24 contains 82343 members 
Mstep: Class 25 contains 24573 members 
Mstep: Class 26 contains 13518 members 
Mstep: Class 27 contains 332491 members 
Mstep: Class 28 contains 203378 members 
Mstep: Class 29 contains 1026 members 
Mstep: Class 30 contains 10083 members 
Mstep: Class 31 contains 9014 members 
Mstep: Class 32 contains 83552 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222775 members 
Mstep: Class 35 contains 91107 members 
Mstep: Class 36 contains 21249 members 
Mstep: Class 37 contains 8146 members 
Mstep: Class 38 contains 904 members 
Mstep: Class 39 contains 3198 members 
Entering Unmasked Estep 
Score: -235490144.000000 Penalty: 140280.062500
Splitting cluster 2 changes total score from -235490912.000000 to -235490144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (13899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Entering Unmasked Estep 
Score: -1680976.375000 Penalty: 2365.813721
	Iteration 0F: 2 clusters Score -1680976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1670831.625000 Penalty: 4731.627441
	Iteration 0F: 3 clusters Score -1670832 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1674077.125000 Penalty: 4731.627441
	Iteration 1F: 3 clusters Score -1674077 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1674480.125000 Penalty: 4731.627441
	Iteration 2F: 3 clusters Score -1674480 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1674780.875000 Penalty: 4731.627441
	Iteration 3F: 3 clusters Score -1674781 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1675046.250000 Penalty: 4731.627441
	Iteration 4Q: 3 clusters Score -1675046 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1675256.750000 Penalty: 4731.627441
	Iteration 5Q: 3 clusters Score -1675257 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1675460.125000 Penalty: 4731.627441
	Iteration 6Q: 3 clusters Score -1675460 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1675656.500000 Penalty: 4731.627441
	Iteration 7Q: 3 clusters Score -1675656 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1675869.875000 Penalty: 4731.627441
	Iteration 8Q: 3 clusters Score -1675870 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1676082.375000 Penalty: 4731.627441
	Iteration 9Q: 3 clusters Score -1676082 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1676311.000000 Penalty: 4731.627441
	Iteration 10Q: 3 clusters Score -1676311 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1676538.000000 Penalty: 4731.627441
	Iteration 11Q: 3 clusters Score -1676538 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1676775.875000 Penalty: 4731.627441
	Iteration 12Q: 3 clusters Score -1676776 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1677007.375000 Penalty: 4731.627441
	Iteration 13Q: 3 clusters Score -1677007 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1677231.500000 Penalty: 4731.627441
	Iteration 14Q: 3 clusters Score -1677232 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1677453.625000 Penalty: 4731.627441
	Iteration 15Q: 3 clusters Score -1677454 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1677636.125000 Penalty: 4731.627441
	Iteration 16Q: 3 clusters Score -1677636 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1677819.375000 Penalty: 4731.627441
	Iteration 17Q: 3 clusters Score -1677819 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1677991.250000 Penalty: 4731.627441
	Iteration 18Q: 3 clusters Score -1677991 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1678143.875000 Penalty: 4731.627441
	Iteration 19Q: 3 clusters Score -1678144 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1678283.750000 Penalty: 4731.627441
	Iteration 20F: 3 clusters Score -1678284 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1678395.250000 Penalty: 4731.627441
	Iteration 21Q: 3 clusters Score -1678395 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -1678483.375000 Penalty: 4731.627441
	Iteration 22Q: 3 clusters Score -1678483 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1678553.750000 Penalty: 4731.627441
	Iteration 23Q: 3 clusters Score -1678554 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1678616.375000 Penalty: 4731.627441
	Iteration 24Q: 3 clusters Score -1678616 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1678655.125000 Penalty: 4731.627441
	Iteration 25Q: 3 clusters Score -1678655 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -1678688.250000 Penalty: 4731.627441
	Iteration 26Q: 3 clusters Score -1678688 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -1678719.875000 Penalty: 4731.627441
	Iteration 27Q: 3 clusters Score -1678720 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -1678750.875000 Penalty: 4731.627441
	Iteration 28Q: 3 clusters Score -1678751 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -1678775.250000 Penalty: 4731.627441
	Iteration 29Q: 3 clusters Score -1678775 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1678804.375000 Penalty: 4731.627441
	Iteration 30Q: 3 clusters Score -1678804 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1678822.625000 Penalty: 4731.627441
	Iteration 31Q: 3 clusters Score -1678823 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -1678839.500000 Penalty: 4731.627441
	Iteration 32Q: 3 clusters Score -1678840 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -1678853.875000 Penalty: 4731.627441
	Iteration 33Q: 3 clusters Score -1678854 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -1678870.375000 Penalty: 4731.627441
	Iteration 34Q: 3 clusters Score -1678870 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1678882.000000 Penalty: 4731.627441
	Iteration 35Q: 3 clusters Score -1678882 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1678889.500000 Penalty: 4731.627441
	Iteration 36Q: 3 clusters Score -1678890 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -1678903.125000 Penalty: 4731.627441
	Iteration 37Q: 3 clusters Score -1678903 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -1678908.500000 Penalty: 4731.627441
	Iteration 38Q: 3 clusters Score -1678908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -1678910.250000 Penalty: 4731.627441
	Iteration 39Q: 3 clusters Score -1678910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1678916.250000 Penalty: 4731.627441
	Iteration 40F: 3 clusters Score -1678916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -1678917.750000 Penalty: 4731.627441
	Iteration 41Q: 3 clusters Score -1678918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -1678925.375000 Penalty: 4731.627441
	Iteration 42Q: 3 clusters Score -1678925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -1678929.625000 Penalty: 4731.627441
	Iteration 43Q: 3 clusters Score -1678930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -1678934.625000 Penalty: 4731.627441
	Iteration 44Q: 3 clusters Score -1678935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -1678935.000000 Penalty: 4731.627441
	Iteration 45Q: 3 clusters Score -1678935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -1678935.000000 Penalty: 4731.627441
	Iteration 46Q: 3 clusters Score -1678935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -1678937.375000 Penalty: 4731.627441
	Iteration 47Q: 3 clusters Score -1678937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -1678937.000000 Penalty: 4731.627441
	Iteration 48Q: 3 clusters Score -1678937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -1678937.000000 Penalty: 4731.627441
	Iteration 49F: 3 clusters Score -1678937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Entering Unmasked Estep 
Score: -348169.218750 Penalty: 2010.639893
	Iteration 0F: 2 clusters Score -348169.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -344752.968750 Penalty: 4021.279785
	Iteration 0F: 3 clusters Score -344753 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -345757.812500 Penalty: 4021.279785
	Iteration 1F: 3 clusters Score -345757.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -346236.437500 Penalty: 4021.279785
	Iteration 2F: 3 clusters Score -346236.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -346662.125000 Penalty: 4021.279785
	Iteration 3F: 3 clusters Score -346662.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -346975.281250 Penalty: 4021.279785
	Iteration 4F: 3 clusters Score -346975.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -347330.437500 Penalty: 4021.279785
	Iteration 5F: 3 clusters Score -347330.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -347564.937500 Penalty: 4021.279785
	Iteration 6Q: 3 clusters Score -347564.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -347678.437500 Penalty: 4021.279785
	Iteration 7Q: 3 clusters Score -347678.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -347729.406250 Penalty: 4021.279785
	Iteration 8Q: 3 clusters Score -347729.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -347766.937500 Penalty: 4021.279785
	Iteration 9Q: 3 clusters Score -347766.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -347792.343750 Penalty: 4021.279785
	Iteration 10Q: 3 clusters Score -347792.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -347803.093750 Penalty: 4021.279785
	Iteration 11Q: 3 clusters Score -347803.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -347807.343750 Penalty: 4021.279785
	Iteration 12Q: 3 clusters Score -347807.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -347809.781250 Penalty: 4021.279785
	Iteration 13Q: 3 clusters Score -347809.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -347810.406250 Penalty: 4021.279785
	Iteration 14Q: 3 clusters Score -347810.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -347811.625000 Penalty: 4021.279785
	Iteration 15Q: 3 clusters Score -347811.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -347812.531250 Penalty: 4021.279785
	Iteration 16Q: 3 clusters Score -347812.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -347812.968750 Penalty: 4021.279785
	Iteration 17Q: 3 clusters Score -347813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -347812.968750 Penalty: 4021.279785
	Iteration 18F: 3 clusters Score -347813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42488 members 
Entering Unmasked Estep 
Score: -5149804.000000 Penalty: 2642.930176
	Iteration 0F: 2 clusters Score -5149804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -5121023.000000 Penalty: 5285.860352
	Iteration 0F: 3 clusters Score -5121023 nChanged 19513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -5131758.500000 Penalty: 5285.860352
	Iteration 1F: 3 clusters Score -5131758 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -5132391.500000 Penalty: 5285.860352
	Iteration 2Q: 3 clusters Score -5132392 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -5133153.000000 Penalty: 5285.860352
	Iteration 3Q: 3 clusters Score -5133153 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -5134129.500000 Penalty: 5285.860352
	Iteration 4Q: 3 clusters Score -5134130 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -5135521.500000 Penalty: 5285.860352
	Iteration 5F: 3 clusters Score -5135522 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -5137223.000000 Penalty: 5285.860352
	Iteration 6F: 3 clusters Score -5137223 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -5139262.000000 Penalty: 5285.860352
	Iteration 7F: 3 clusters Score -5139262 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -5141356.000000 Penalty: 5285.860352
	Iteration 8F: 3 clusters Score -5141356 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 28627 members 
Entering Unmasked Estep 
Score: -5143028.000000 Penalty: 5285.860352
	Iteration 9F: 3 clusters Score -5143028 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 30077 members 
Entering Unmasked Estep 
Score: -5144427.000000 Penalty: 5285.860352
	Iteration 10Q: 3 clusters Score -5144427 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 31343 members 
Entering Unmasked Estep 
Score: -5145511.000000 Penalty: 5285.860352
	Iteration 11Q: 3 clusters Score -5145511 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 32419 members 
Entering Unmasked Estep 
Score: -5146311.500000 Penalty: 5285.860352
	Iteration 12Q: 3 clusters Score -5146312 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
Score: -5146846.000000 Penalty: 5285.860352
	Iteration 13Q: 3 clusters Score -5146846 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 33992 members 
Entering Unmasked Estep 
Score: -5147184.500000 Penalty: 5285.860352
	Iteration 14Q: 3 clusters Score -5147184 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 34616 members 
Entering Unmasked Estep 
Score: -5147427.500000 Penalty: 5285.860352
	Iteration 15Q: 3 clusters Score -5147428 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 35189 members 
Entering Unmasked Estep 
Score: -5147663.000000 Penalty: 5285.860352
	Iteration 16Q: 3 clusters Score -5147663 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 35732 members 
Entering Unmasked Estep 
Score: -5147893.000000 Penalty: 5285.860352
	Iteration 17Q: 3 clusters Score -5147893 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 36222 members 
Entering Unmasked Estep 
Score: -5148072.500000 Penalty: 5285.860352
	Iteration 18Q: 3 clusters Score -5148072 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 36686 members 
Entering Unmasked Estep 
Score: -5148260.000000 Penalty: 5285.860352
	Iteration 19Q: 3 clusters Score -5148260 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 37093 members 
Entering Unmasked Estep 
Score: -5148416.000000 Penalty: 5285.860352
	Iteration 20F: 3 clusters Score -5148416 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 37501 members 
Entering Unmasked Estep 
Score: -5148609.000000 Penalty: 5285.860352
	Iteration 21Q: 3 clusters Score -5148609 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
Score: -5148804.000000 Penalty: 5285.860352
	Iteration 22Q: 3 clusters Score -5148804 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 38216 members 
Entering Unmasked Estep 
Score: -5148944.500000 Penalty: 5285.860352
	Iteration 23Q: 3 clusters Score -5148944 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 38512 members 
Entering Unmasked Estep 
Score: -5149060.500000 Penalty: 5285.860352
	Iteration 24Q: 3 clusters Score -5149060 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 38742 members 
Entering Unmasked Estep 
Score: -5149154.500000 Penalty: 5285.860352
	Iteration 25Q: 3 clusters Score -5149154 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 38948 members 
Entering Unmasked Estep 
Score: -5149213.500000 Penalty: 5285.860352
	Iteration 26Q: 3 clusters Score -5149214 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 39120 members 
Entering Unmasked Estep 
Score: -5149291.500000 Penalty: 5285.860352
	Iteration 27Q: 3 clusters Score -5149292 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 39273 members 
Entering Unmasked Estep 
Score: -5149334.000000 Penalty: 5285.860352
	Iteration 28Q: 3 clusters Score -5149334 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -5149359.500000 Penalty: 5285.860352
	Iteration 29Q: 3 clusters Score -5149360 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 39476 members 
Entering Unmasked Estep 
Score: -5149390.500000 Penalty: 5285.860352
	Iteration 30Q: 3 clusters Score -5149390 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 39565 members 
Entering Unmasked Estep 
Score: -5149426.000000 Penalty: 5285.860352
	Iteration 31Q: 3 clusters Score -5149426 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 39627 members 
Entering Unmasked Estep 
Score: -5149450.000000 Penalty: 5285.860352
	Iteration 32Q: 3 clusters Score -5149450 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 39676 members 
Entering Unmasked Estep 
Score: -5149448.000000 Penalty: 5285.860352
	Iteration 33Q: 3 clusters Score -5149448 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 39720 members 
Entering Unmasked Estep 
Score: -5149462.500000 Penalty: 5285.860352
	Iteration 34Q: 3 clusters Score -5149462 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 39748 members 
Entering Unmasked Estep 
Score: -5149460.000000 Penalty: 5285.860352
	Iteration 35Q: 3 clusters Score -5149460 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -5149462.000000 Penalty: 5285.860352
	Iteration 36Q: 3 clusters Score -5149462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 39787 members 
Entering Unmasked Estep 
Score: -5149476.000000 Penalty: 5285.860352
	Iteration 37Q: 3 clusters Score -5149476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 39798 members 
Entering Unmasked Estep 
Score: -5149481.500000 Penalty: 5285.860352
	Iteration 38Q: 3 clusters Score -5149482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 39809 members 
Entering Unmasked Estep 
Score: -5149490.000000 Penalty: 5285.860352
	Iteration 39Q: 3 clusters Score -5149490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 39821 members 
Entering Unmasked Estep 
Score: -5149486.000000 Penalty: 5285.860352
	Iteration 40F: 3 clusters Score -5149486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 39835 members 
Entering Unmasked Estep 
Score: -5149488.500000 Penalty: 5285.860352
	Iteration 41Q: 3 clusters Score -5149488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 39847 members 
Entering Unmasked Estep 
Score: -5149493.000000 Penalty: 5285.860352
	Iteration 42Q: 3 clusters Score -5149493 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 39859 members 
Entering Unmasked Estep 
Score: -5149485.000000 Penalty: 5285.860352
	Iteration 43Q: 3 clusters Score -5149485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -5149495.000000 Penalty: 5285.860352
	Iteration 44Q: 3 clusters Score -5149495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 39876 members 
Entering Unmasked Estep 
Score: -5149492.500000 Penalty: 5285.860352
	Iteration 45Q: 3 clusters Score -5149492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 39882 members 
Entering Unmasked Estep 
Score: -5149495.000000 Penalty: 5285.860352
	Iteration 46Q: 3 clusters Score -5149495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 39886 members 
Entering Unmasked Estep 
Score: -5149501.000000 Penalty: 5285.860352
	Iteration 47Q: 3 clusters Score -5149501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 39891 members 
Entering Unmasked Estep 
Score: -5149501.500000 Penalty: 5285.860352
	Iteration 48Q: 3 clusters Score -5149502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -5149498.000000 Penalty: 5285.860352
	Iteration 49Q: 3 clusters Score -5149498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 39894 members 
Entering Unmasked Estep 
Score: -5149495.500000 Penalty: 5285.860352
	Iteration 50Q: 3 clusters Score -5149496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 39894 members 
Entering Unmasked Estep 
Score: -5149495.500000 Penalty: 5285.860352
	Iteration 51F: 3 clusters Score -5149496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Entering Unmasked Estep 
Score: -722481.937500 Penalty: 2155.028809
	Iteration 0F: 2 clusters Score -722481.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -717283.562500 Penalty: 4310.057617
	Iteration 0F: 3 clusters Score -717283.6 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -718770.437500 Penalty: 4310.057617
	Iteration 1F: 3 clusters Score -718770.4 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -719147.875000 Penalty: 4310.057617
	Iteration 2F: 3 clusters Score -719147.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -719531.875000 Penalty: 4310.057617
	Iteration 3F: 3 clusters Score -719531.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -719972.437500 Penalty: 4310.057617
	Iteration 4F: 3 clusters Score -719972.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -720379.125000 Penalty: 4310.057617
	Iteration 5F: 3 clusters Score -720379.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -720709.437500 Penalty: 4310.057617
	Iteration 6F: 3 clusters Score -720709.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -720948.312500 Penalty: 4310.057617
	Iteration 7F: 3 clusters Score -720948.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -721154.062500 Penalty: 4310.057617
	Iteration 8Q: 3 clusters Score -721154.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -721306.875000 Penalty: 4310.057617
	Iteration 9Q: 3 clusters Score -721306.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -721428.062500 Penalty: 4310.057617
	Iteration 10Q: 3 clusters Score -721428.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -721509.312500 Penalty: 4310.057617
	Iteration 11Q: 3 clusters Score -721509.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -721578.500000 Penalty: 4310.057617
	Iteration 12Q: 3 clusters Score -721578.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -721654.375000 Penalty: 4310.057617
	Iteration 13Q: 3 clusters Score -721654.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -721730.625000 Penalty: 4310.057617
	Iteration 14Q: 3 clusters Score -721730.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -721771.500000 Penalty: 4310.057617
	Iteration 15Q: 3 clusters Score -721771.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -721797.062500 Penalty: 4310.057617
	Iteration 16Q: 3 clusters Score -721797.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -721819.000000 Penalty: 4310.057617
	Iteration 17Q: 3 clusters Score -721819 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -721841.875000 Penalty: 4310.057617
	Iteration 18Q: 3 clusters Score -721841.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -721859.500000 Penalty: 4310.057617
	Iteration 19Q: 3 clusters Score -721859.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -721869.375000 Penalty: 4310.057617
	Iteration 20F: 3 clusters Score -721869.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -721873.625000 Penalty: 4310.057617
	Iteration 21Q: 3 clusters Score -721873.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -721878.312500 Penalty: 4310.057617
	Iteration 22Q: 3 clusters Score -721878.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -721880.187500 Penalty: 4310.057617
	Iteration 23Q: 3 clusters Score -721880.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -721881.625000 Penalty: 4310.057617
	Iteration 24Q: 3 clusters Score -721881.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -721881.625000 Penalty: 4310.057617
	Iteration 25Q: 3 clusters Score -721881.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -721881.625000 Penalty: 4310.057617
	Iteration 26F: 3 clusters Score -721881.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Entering Unmasked Estep 
Score: -512728.531250 Penalty: 2098.129395
	Iteration 0F: 2 clusters Score -512728.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -508425.218750 Penalty: 4196.258789
	Iteration 0F: 3 clusters Score -508425.2 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -509499.281250 Penalty: 4196.258789
	Iteration 1F: 3 clusters Score -509499.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -509801.000000 Penalty: 4196.258789
	Iteration 2F: 3 clusters Score -509801 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -510112.468750 Penalty: 4196.258789
	Iteration 3F: 3 clusters Score -510112.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -510436.562500 Penalty: 4196.258789
	Iteration 4F: 3 clusters Score -510436.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -510719.750000 Penalty: 4196.258789
	Iteration 5F: 3 clusters Score -510719.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -511017.968750 Penalty: 4196.258789
	Iteration 6F: 3 clusters Score -511018 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -511341.218750 Penalty: 4196.258789
	Iteration 7F: 3 clusters Score -511341.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -511634.031250 Penalty: 4196.258789
	Iteration 8F: 3 clusters Score -511634 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -511905.125000 Penalty: 4196.258789
	Iteration 9F: 3 clusters Score -511905.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -512117.718750 Penalty: 4196.258789
	Iteration 10Q: 3 clusters Score -512117.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -512246.437500 Penalty: 4196.258789
	Iteration 11Q: 3 clusters Score -512246.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -512317.437500 Penalty: 4196.258789
	Iteration 12Q: 3 clusters Score -512317.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -512367.937500 Penalty: 4196.258789
	Iteration 13Q: 3 clusters Score -512367.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -512408.156250 Penalty: 4196.258789
	Iteration 14Q: 3 clusters Score -512408.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -512430.718750 Penalty: 4196.258789
	Iteration 15Q: 3 clusters Score -512430.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -512444.750000 Penalty: 4196.258789
	Iteration 16Q: 3 clusters Score -512444.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -512456.093750 Penalty: 4196.258789
	Iteration 17Q: 3 clusters Score -512456.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -512463.625000 Penalty: 4196.258789
	Iteration 18Q: 3 clusters Score -512463.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -512469.031250 Penalty: 4196.258789
	Iteration 19Q: 3 clusters Score -512469 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -512473.250000 Penalty: 4196.258789
	Iteration 20F: 3 clusters Score -512473.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -512475.437500 Penalty: 4196.258789
	Iteration 21Q: 3 clusters Score -512475.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -512479.000000 Penalty: 4196.258789
	Iteration 22Q: 3 clusters Score -512479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -512479.437500 Penalty: 4196.258789
	Iteration 23Q: 3 clusters Score -512479.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -512481.375000 Penalty: 4196.258789
	Iteration 24Q: 3 clusters Score -512481.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -512482.531250 Penalty: 4196.258789
	Iteration 25Q: 3 clusters Score -512482.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -512484.375000 Penalty: 4196.258789
	Iteration 26Q: 3 clusters Score -512484.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -512488.000000 Penalty: 4196.258789
	Iteration 27Q: 3 clusters Score -512488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -512489.937500 Penalty: 4196.258789
	Iteration 28Q: 3 clusters Score -512489.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -512489.843750 Penalty: 4196.258789
	Iteration 29Q: 3 clusters Score -512489.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -512489.843750 Penalty: 4196.258789
	Iteration 30F: 3 clusters Score -512489.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (195404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195404 members 
Entering Unmasked Estep 
Score: -23342356.000000 Penalty: 3021.340332
	Iteration 0F: 2 clusters Score -2.334236e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97387 members 
Mstep: Class 2 contains 98017 members 
Entering Unmasked Estep 
Score: -23212424.000000 Penalty: 6042.680664
	Iteration 0F: 3 clusters Score -2.321242e+07 nChanged 93863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90484 members 
Mstep: Class 2 contains 104920 members 
Entering Unmasked Estep 
Score: -23267334.000000 Penalty: 6042.680664
	Iteration 1F: 3 clusters Score -2.326733e+07 nChanged 7145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86121 members 
Mstep: Class 2 contains 109283 members 
Entering Unmasked Estep 
Score: -23269472.000000 Penalty: 6042.680664
	Iteration 2Q: 3 clusters Score -2.326947e+07 nChanged 8659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79334 members 
Mstep: Class 2 contains 116070 members 
Entering Unmasked Estep 
Score: -23273166.000000 Penalty: 6042.680664
	Iteration 3Q: 3 clusters Score -2.327317e+07 nChanged 10939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69479 members 
Mstep: Class 2 contains 125925 members 
Entering Unmasked Estep 
Score: -23278894.000000 Penalty: 6042.680664
	Iteration 4F: 3 clusters Score -2.327889e+07 nChanged 14185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55806 members 
Mstep: Class 2 contains 139598 members 
Entering Unmasked Estep 
Score: -23288978.000000 Penalty: 6042.680664
	Iteration 5F: 3 clusters Score -2.328898e+07 nChanged 16584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39346 members 
Mstep: Class 2 contains 156058 members 
Entering Unmasked Estep 
Score: -23302800.000000 Penalty: 6042.680664
	Iteration 6F: 3 clusters Score -2.33028e+07 nChanged 16354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 172378 members 
Entering Unmasked Estep 
Score: -23318364.000000 Penalty: 6042.680664
	Iteration 7F: 3 clusters Score -2.331836e+07 nChanged 12239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 184613 members 
Entering Unmasked Estep 
Score: -23330192.000000 Penalty: 6042.680664
	Iteration 8F: 3 clusters Score -2.333019e+07 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 191160 members 
Entering Unmasked Estep 
Score: -23336248.000000 Penalty: 6042.680664
	Iteration 9Q: 3 clusters Score -2.333625e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 193789 members 
Entering Unmasked Estep 
Score: -23338584.000000 Penalty: 6042.680664
	Iteration 10Q: 3 clusters Score -2.333858e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 194635 members 
Entering Unmasked Estep 
Score: -23339218.000000 Penalty: 6042.680664
	Iteration 11Q: 3 clusters Score -2.333922e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 194911 members 
Entering Unmasked Estep 
Score: -23339524.000000 Penalty: 6042.680664
	Iteration 12Q: 3 clusters Score -2.333952e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 195006 members 
Entering Unmasked Estep 
Score: -23339620.000000 Penalty: 6042.680664
	Iteration 13Q: 3 clusters Score -2.333962e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 195036 members 
Entering Unmasked Estep 
Score: -23339676.000000 Penalty: 6042.680664
	Iteration 14Q: 3 clusters Score -2.333968e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 195054 members 
Entering Unmasked Estep 
Score: -23339706.000000 Penalty: 6042.680664
	Iteration 15Q: 3 clusters Score -2.333971e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 195059 members 
Entering Unmasked Estep 
Score: -23339738.000000 Penalty: 6042.680664
	Iteration 16Q: 3 clusters Score -2.333974e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 195063 members 
Entering Unmasked Estep 
Score: -23339734.000000 Penalty: 6042.680664
	Iteration 17Q: 3 clusters Score -2.333973e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 195066 members 
Entering Unmasked Estep 
Score: -23339748.000000 Penalty: 6042.680664
	Iteration 18Q: 3 clusters Score -2.333975e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 195070 members 
Entering Unmasked Estep 
Score: -23339766.000000 Penalty: 6042.680664
	Iteration 19Q: 3 clusters Score -2.333977e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 195073 members 
Entering Unmasked Estep 
Score: -23339774.000000 Penalty: 6042.680664
	Iteration 20F: 3 clusters Score -2.333977e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 195073 members 
Entering Unmasked Estep 
Score: -23339780.000000 Penalty: 6042.680664
	Iteration 21Q: 3 clusters Score -2.333978e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 195072 members 
Entering Unmasked Estep 
Score: -23339794.000000 Penalty: 6042.680664
	Iteration 22Q: 3 clusters Score -2.333979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 195074 members 
Entering Unmasked Estep 
Score: -23339788.000000 Penalty: 6042.680664
	Iteration 23Q: 3 clusters Score -2.333979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 195078 members 
Entering Unmasked Estep 
Score: -23339786.000000 Penalty: 6042.680664
	Iteration 24Q: 3 clusters Score -2.333979e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 195077 members 
Entering Unmasked Estep 
Score: -23339782.000000 Penalty: 6042.680664
	Iteration 25Q: 3 clusters Score -2.333978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 195077 members 
Entering Unmasked Estep 
Score: -23339802.000000 Penalty: 6042.680664
	Iteration 26Q: 3 clusters Score -2.33398e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 195077 members 
Entering Unmasked Estep 
Score: -23339800.000000 Penalty: 6042.680664
	Iteration 27Q: 3 clusters Score -2.33398e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 195080 members 
Entering Unmasked Estep 
Score: -23339800.000000 Penalty: 6042.680664
	Iteration 28Q: 3 clusters Score -2.33398e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 195083 members 
Entering Unmasked Estep 
Score: -23339808.000000 Penalty: 6042.680664
	Iteration 29Q: 3 clusters Score -2.333981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 195084 members 
Entering Unmasked Estep 
Score: -23339806.000000 Penalty: 6042.680664
	Iteration 30Q: 3 clusters Score -2.333981e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 195084 members 
Entering Unmasked Estep 
Score: -23339806.000000 Penalty: 6042.680664
	Iteration 31F: 3 clusters Score -2.333981e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Entering Unmasked Estep 
Score: -84176.406250 Penalty: 1659.328857
	Iteration 0F: 2 clusters Score -84176.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -82435.054688 Penalty: 3318.657715
	Iteration 0F: 3 clusters Score -82435.05 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -82782.789062 Penalty: 3318.657715
	Iteration 1F: 3 clusters Score -82782.79 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -83021.429688 Penalty: 3318.657715
	Iteration 2F: 3 clusters Score -83021.43 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -83190.593750 Penalty: 3318.657715
	Iteration 3F: 3 clusters Score -83190.59 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -83332.015625 Penalty: 3318.657715
	Iteration 4F: 3 clusters Score -83332.02 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -83434.570312 Penalty: 3318.657715
	Iteration 5Q: 3 clusters Score -83434.57 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -83525.914062 Penalty: 3318.657715
	Iteration 6Q: 3 clusters Score -83525.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -83586.148438 Penalty: 3318.657715
	Iteration 7Q: 3 clusters Score -83586.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -83646.773438 Penalty: 3318.657715
	Iteration 8Q: 3 clusters Score -83646.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -83713.156250 Penalty: 3318.657715
	Iteration 9Q: 3 clusters Score -83713.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -83735.335938 Penalty: 3318.657715
	Iteration 10Q: 3 clusters Score -83735.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -83744.593750 Penalty: 3318.657715
	Iteration 11Q: 3 clusters Score -83744.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -83745.843750 Penalty: 3318.657715
	Iteration 12Q: 3 clusters Score -83745.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -83745.843750 Penalty: 3318.657715
	Iteration 13F: 3 clusters Score -83745.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (28565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Entering Unmasked Estep 
Score: -3480875.250000 Penalty: 2544.464355
	Iteration 0F: 2 clusters Score -3480875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -3461238.500000 Penalty: 5088.928711
	Iteration 0F: 3 clusters Score -3461238 nChanged 12879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -3468253.750000 Penalty: 5088.928711
	Iteration 1F: 3 clusters Score -3468254 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -3468946.750000 Penalty: 5088.928711
	Iteration 2F: 3 clusters Score -3468947 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -3469653.250000 Penalty: 5088.928711
	Iteration 3F: 3 clusters Score -3469653 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -3470511.500000 Penalty: 5088.928711
	Iteration 4F: 3 clusters Score -3470512 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -3471561.500000 Penalty: 5088.928711
	Iteration 5F: 3 clusters Score -3471562 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -3473000.750000 Penalty: 5088.928711
	Iteration 6F: 3 clusters Score -3473001 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -3474466.250000 Penalty: 5088.928711
	Iteration 7F: 3 clusters Score -3474466 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -3475551.250000 Penalty: 5088.928711
	Iteration 8F: 3 clusters Score -3475551 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -3476278.500000 Penalty: 5088.928711
	Iteration 9Q: 3 clusters Score -3476278 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -3476817.500000 Penalty: 5088.928711
	Iteration 10Q: 3 clusters Score -3476818 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -3477265.250000 Penalty: 5088.928711
	Iteration 11Q: 3 clusters Score -3477265 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -3477682.750000 Penalty: 5088.928711
	Iteration 12Q: 3 clusters Score -3477683 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -3478059.500000 Penalty: 5088.928711
	Iteration 13Q: 3 clusters Score -3478060 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -3478464.000000 Penalty: 5088.928711
	Iteration 14Q: 3 clusters Score -3478464 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -3478798.500000 Penalty: 5088.928711
	Iteration 15Q: 3 clusters Score -3478798 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -3479096.500000 Penalty: 5088.928711
	Iteration 16Q: 3 clusters Score -3479096 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -3479343.000000 Penalty: 5088.928711
	Iteration 17Q: 3 clusters Score -3479343 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -3479556.500000 Penalty: 5088.928711
	Iteration 18Q: 3 clusters Score -3479556 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -3479714.500000 Penalty: 5088.928711
	Iteration 19Q: 3 clusters Score -3479714 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -3479860.250000 Penalty: 5088.928711
	Iteration 20F: 3 clusters Score -3479860 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -3479971.000000 Penalty: 5088.928711
	Iteration 21Q: 3 clusters Score -3479971 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -3480086.750000 Penalty: 5088.928711
	Iteration 22Q: 3 clusters Score -3480087 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -3480170.250000 Penalty: 5088.928711
	Iteration 23Q: 3 clusters Score -3480170 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3480215.500000 Penalty: 5088.928711
	Iteration 24Q: 3 clusters Score -3480216 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -3480260.250000 Penalty: 5088.928711
	Iteration 25Q: 3 clusters Score -3480260 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3480299.750000 Penalty: 5088.928711
	Iteration 26Q: 3 clusters Score -3480300 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3480317.000000 Penalty: 5088.928711
	Iteration 27Q: 3 clusters Score -3480317 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -3480336.500000 Penalty: 5088.928711
	Iteration 28Q: 3 clusters Score -3480336 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27269 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -3480346.500000 Penalty: 5088.928711
	Iteration 29Q: 3 clusters Score -3480346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3480359.250000 Penalty: 5088.928711
	Iteration 30Q: 3 clusters Score -3480359 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -3480362.250000 Penalty: 5088.928711
	Iteration 31Q: 3 clusters Score -3480362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -3480372.750000 Penalty: 5088.928711
	Iteration 32Q: 3 clusters Score -3480373 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3480375.750000 Penalty: 5088.928711
	Iteration 33Q: 3 clusters Score -3480376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3480380.750000 Penalty: 5088.928711
	Iteration 34Q: 3 clusters Score -3480381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3480385.750000 Penalty: 5088.928711
	Iteration 35Q: 3 clusters Score -3480386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3480392.250000 Penalty: 5088.928711
	Iteration 36Q: 3 clusters Score -3480392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3480391.000000 Penalty: 5088.928711
	Iteration 37Q: 3 clusters Score -3480391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3480390.750000 Penalty: 5088.928711
	Iteration 38Q: 3 clusters Score -3480391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3480394.000000 Penalty: 5088.928711
	Iteration 39Q: 3 clusters Score -3480394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3480395.750000 Penalty: 5088.928711
	Iteration 40F: 3 clusters Score -3480396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Entering Unmasked Estep 
Score: -2038437.375000 Penalty: 2417.432129
	Iteration 0F: 2 clusters Score -2038437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -2026180.500000 Penalty: 4834.864258
	Iteration 0F: 3 clusters Score -2026180 nChanged 7425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -2030191.375000 Penalty: 4834.864258
	Iteration 1F: 3 clusters Score -2030191 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -2030730.250000 Penalty: 4834.864258
	Iteration 2F: 3 clusters Score -2030730 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -2031310.250000 Penalty: 4834.864258
	Iteration 3F: 3 clusters Score -2031310 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -2032050.250000 Penalty: 4834.864258
	Iteration 4F: 3 clusters Score -2032050 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -2032841.375000 Penalty: 4834.864258
	Iteration 5F: 3 clusters Score -2032841 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -2033540.375000 Penalty: 4834.864258
	Iteration 6F: 3 clusters Score -2033540 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -2034163.625000 Penalty: 4834.864258
	Iteration 7F: 3 clusters Score -2034164 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -2034606.125000 Penalty: 4834.864258
	Iteration 8Q: 3 clusters Score -2034606 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -2034934.375000 Penalty: 4834.864258
	Iteration 9Q: 3 clusters Score -2034934 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -2035140.000000 Penalty: 4834.864258
	Iteration 10Q: 3 clusters Score -2035140 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -2035318.125000 Penalty: 4834.864258
	Iteration 11Q: 3 clusters Score -2035318 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -2035487.000000 Penalty: 4834.864258
	Iteration 12Q: 3 clusters Score -2035487 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -2035682.750000 Penalty: 4834.864258
	Iteration 13Q: 3 clusters Score -2035683 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -2035875.875000 Penalty: 4834.864258
	Iteration 14Q: 3 clusters Score -2035876 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -2036082.250000 Penalty: 4834.864258
	Iteration 15Q: 3 clusters Score -2036082 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -2036276.375000 Penalty: 4834.864258
	Iteration 16Q: 3 clusters Score -2036276 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -2036402.250000 Penalty: 4834.864258
	Iteration 17Q: 3 clusters Score -2036402 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -2036493.125000 Penalty: 4834.864258
	Iteration 18Q: 3 clusters Score -2036493 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -2036560.875000 Penalty: 4834.864258
	Iteration 19Q: 3 clusters Score -2036561 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -2036604.375000 Penalty: 4834.864258
	Iteration 20F: 3 clusters Score -2036604 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -2036635.000000 Penalty: 4834.864258
	Iteration 21Q: 3 clusters Score -2036635 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -2036663.625000 Penalty: 4834.864258
	Iteration 22Q: 3 clusters Score -2036664 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -2036696.875000 Penalty: 4834.864258
	Iteration 23Q: 3 clusters Score -2036697 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -2036725.125000 Penalty: 4834.864258
	Iteration 24Q: 3 clusters Score -2036725 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -2036764.625000 Penalty: 4834.864258
	Iteration 25Q: 3 clusters Score -2036765 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -2036802.500000 Penalty: 4834.864258
	Iteration 26Q: 3 clusters Score -2036802 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -2036841.250000 Penalty: 4834.864258
	Iteration 27Q: 3 clusters Score -2036841 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -2036891.125000 Penalty: 4834.864258
	Iteration 28Q: 3 clusters Score -2036891 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -2036952.375000 Penalty: 4834.864258
	Iteration 29Q: 3 clusters Score -2036952 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -2037009.000000 Penalty: 4834.864258
	Iteration 30Q: 3 clusters Score -2037009 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -2037048.750000 Penalty: 4834.864258
	Iteration 31Q: 3 clusters Score -2037049 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -2037082.500000 Penalty: 4834.864258
	Iteration 32Q: 3 clusters Score -2037082 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -2037121.750000 Penalty: 4834.864258
	Iteration 33Q: 3 clusters Score -2037122 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -2037145.250000 Penalty: 4834.864258
	Iteration 34Q: 3 clusters Score -2037145 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -2037165.500000 Penalty: 4834.864258
	Iteration 35Q: 3 clusters Score -2037166 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -2037181.625000 Penalty: 4834.864258
	Iteration 36Q: 3 clusters Score -2037182 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -2037192.625000 Penalty: 4834.864258
	Iteration 37Q: 3 clusters Score -2037193 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -2037203.125000 Penalty: 4834.864258
	Iteration 38Q: 3 clusters Score -2037203 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -2037208.125000 Penalty: 4834.864258
	Iteration 39Q: 3 clusters Score -2037208 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -2037209.375000 Penalty: 4834.864258
	Iteration 40F: 3 clusters Score -2037209 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -2037207.750000 Penalty: 4834.864258
	Iteration 41Q: 3 clusters Score -2037208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -2037208.375000 Penalty: 4834.864258
	Iteration 42Q: 3 clusters Score -2037208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2037213.750000 Penalty: 4834.864258
	Iteration 43Q: 3 clusters Score -2037214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -2037211.125000 Penalty: 4834.864258
	Iteration 44Q: 3 clusters Score -2037211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -2037211.750000 Penalty: 4834.864258
	Iteration 45Q: 3 clusters Score -2037212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -2037217.500000 Penalty: 4834.864258
	Iteration 46Q: 3 clusters Score -2037218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -2037212.375000 Penalty: 4834.864258
	Iteration 47Q: 3 clusters Score -2037212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -2037212.625000 Penalty: 4834.864258
	Iteration 48Q: 3 clusters Score -2037213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -2037212.625000 Penalty: 4834.864258
	Iteration 49Q: 3 clusters Score -2037213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -2037218.875000 Penalty: 4834.864258
	Iteration 50Q: 3 clusters Score -2037219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -2037219.125000 Penalty: 4834.864258
	Iteration 51Q: 3 clusters Score -2037219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -2037216.250000 Penalty: 4834.864258
	Iteration 52Q: 3 clusters Score -2037216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -2037218.500000 Penalty: 4834.864258
	Iteration 53Q: 3 clusters Score -2037218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -2037215.250000 Penalty: 4834.864258
	Iteration 54Q: 3 clusters Score -2037215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -2037213.750000 Penalty: 4834.864258
	Iteration 55Q: 3 clusters Score -2037214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -2037214.375000 Penalty: 4834.864258
	Iteration 56Q: 3 clusters Score -2037214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -2037217.750000 Penalty: 4834.864258
	Iteration 57Q: 3 clusters Score -2037218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -2037218.500000 Penalty: 4834.864258
	Iteration 58Q: 3 clusters Score -2037218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -2037218.375000 Penalty: 4834.864258
	Iteration 59Q: 3 clusters Score -2037218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -2037218.375000 Penalty: 4834.864258
	Iteration 60F: 3 clusters Score -2037218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Entering Unmasked Estep 
Score: -2024107.875000 Penalty: 2412.026855
	Iteration 0F: 2 clusters Score -2024108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -2012057.125000 Penalty: 4824.053711
	Iteration 0F: 3 clusters Score -2012057 nChanged 7350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -2015971.250000 Penalty: 4824.053711
	Iteration 1F: 3 clusters Score -2015971 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -2016377.625000 Penalty: 4824.053711
	Iteration 2F: 3 clusters Score -2016378 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -2016782.625000 Penalty: 4824.053711
	Iteration 3F: 3 clusters Score -2016783 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -2017291.125000 Penalty: 4824.053711
	Iteration 4F: 3 clusters Score -2017291 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -2017931.875000 Penalty: 4824.053711
	Iteration 5F: 3 clusters Score -2017932 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -2018670.750000 Penalty: 4824.053711
	Iteration 6F: 3 clusters Score -2018671 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -2019464.250000 Penalty: 4824.053711
	Iteration 7F: 3 clusters Score -2019464 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -2020214.000000 Penalty: 4824.053711
	Iteration 8F: 3 clusters Score -2020214 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -2020831.750000 Penalty: 4824.053711
	Iteration 9Q: 3 clusters Score -2020832 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -2021295.250000 Penalty: 4824.053711
	Iteration 10Q: 3 clusters Score -2021295 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -2021645.375000 Penalty: 4824.053711
	Iteration 11Q: 3 clusters Score -2021645 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -2021902.875000 Penalty: 4824.053711
	Iteration 12Q: 3 clusters Score -2021903 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -2022065.750000 Penalty: 4824.053711
	Iteration 13Q: 3 clusters Score -2022066 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -2022152.125000 Penalty: 4824.053711
	Iteration 14Q: 3 clusters Score -2022152 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -2022205.125000 Penalty: 4824.053711
	Iteration 15Q: 3 clusters Score -2022205 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -2022253.875000 Penalty: 4824.053711
	Iteration 16Q: 3 clusters Score -2022254 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -2022283.500000 Penalty: 4824.053711
	Iteration 17Q: 3 clusters Score -2022284 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -2022309.250000 Penalty: 4824.053711
	Iteration 18Q: 3 clusters Score -2022309 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -2022323.875000 Penalty: 4824.053711
	Iteration 19Q: 3 clusters Score -2022324 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -2022333.375000 Penalty: 4824.053711
	Iteration 20F: 3 clusters Score -2022333 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -2022335.750000 Penalty: 4824.053711
	Iteration 21Q: 3 clusters Score -2022336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -2022340.000000 Penalty: 4824.053711
	Iteration 22Q: 3 clusters Score -2022340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -2022346.625000 Penalty: 4824.053711
	Iteration 23Q: 3 clusters Score -2022347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2022349.375000 Penalty: 4824.053711
	Iteration 24Q: 3 clusters Score -2022349 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -2022357.875000 Penalty: 4824.053711
	Iteration 25Q: 3 clusters Score -2022358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -2022359.750000 Penalty: 4824.053711
	Iteration 26Q: 3 clusters Score -2022360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -2022361.500000 Penalty: 4824.053711
	Iteration 27Q: 3 clusters Score -2022362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -2022366.500000 Penalty: 4824.053711
	Iteration 28Q: 3 clusters Score -2022366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -2022364.875000 Penalty: 4824.053711
	Iteration 29Q: 3 clusters Score -2022365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -2022364.875000 Penalty: 4824.053711
	Iteration 30F: 3 clusters Score -2022365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (56074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56074 members 
Entering Unmasked Estep 
Score: -6834987.500000 Penalty: 2711.738037
	Iteration 0F: 2 clusters Score -6834988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -6797391.500000 Penalty: 5423.476074
	Iteration 0F: 3 clusters Score -6797392 nChanged 25908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -6811725.500000 Penalty: 5423.476074
	Iteration 1F: 3 clusters Score -6811726 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28209 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -6812296.500000 Penalty: 5423.476074
	Iteration 2Q: 3 clusters Score -6812296 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28251 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
Score: -6812844.500000 Penalty: 5423.476074
	Iteration 3Q: 3 clusters Score -6812844 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
Score: -6813378.000000 Penalty: 5423.476074
	Iteration 4Q: 3 clusters Score -6813378 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28574 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -6813914.000000 Penalty: 5423.476074
	Iteration 5Q: 3 clusters Score -6813914 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28744 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -6814527.000000 Penalty: 5423.476074
	Iteration 6Q: 3 clusters Score -6814527 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -6815310.000000 Penalty: 5423.476074
	Iteration 7Q: 3 clusters Score -6815310 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 26927 members 
Entering Unmasked Estep 
Score: -6816203.500000 Penalty: 5423.476074
	Iteration 8Q: 3 clusters Score -6816204 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29546 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -6817304.500000 Penalty: 5423.476074
	Iteration 9Q: 3 clusters Score -6817304 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30126 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -6818809.000000 Penalty: 5423.476074
	Iteration 10Q: 3 clusters Score -6818809 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -6820547.500000 Penalty: 5423.476074
	Iteration 11F: 3 clusters Score -6820548 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31637 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -6822292.000000 Penalty: 5423.476074
	Iteration 12F: 3 clusters Score -6822292 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32373 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -6823507.000000 Penalty: 5423.476074
	Iteration 13Q: 3 clusters Score -6823507 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -6824182.000000 Penalty: 5423.476074
	Iteration 14Q: 3 clusters Score -6824182 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33702 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -6824561.500000 Penalty: 5423.476074
	Iteration 15Q: 3 clusters Score -6824562 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34293 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -6824807.500000 Penalty: 5423.476074
	Iteration 16Q: 3 clusters Score -6824808 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34914 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -6825038.000000 Penalty: 5423.476074
	Iteration 17Q: 3 clusters Score -6825038 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35559 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -6825286.000000 Penalty: 5423.476074
	Iteration 18Q: 3 clusters Score -6825286 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36200 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -6825635.500000 Penalty: 5423.476074
	Iteration 19Q: 3 clusters Score -6825636 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36853 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -6825965.000000 Penalty: 5423.476074
	Iteration 20F: 3 clusters Score -6825965 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37562 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -6826250.500000 Penalty: 5423.476074
	Iteration 21Q: 3 clusters Score -6826250 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38207 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -6826480.000000 Penalty: 5423.476074
	Iteration 22Q: 3 clusters Score -6826480 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38885 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -6826791.500000 Penalty: 5423.476074
	Iteration 23Q: 3 clusters Score -6826792 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -6827133.500000 Penalty: 5423.476074
	Iteration 24Q: 3 clusters Score -6827134 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40318 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -6827489.000000 Penalty: 5423.476074
	Iteration 25Q: 3 clusters Score -6827489 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41091 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -6827911.000000 Penalty: 5423.476074
	Iteration 26Q: 3 clusters Score -6827911 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41853 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -6828357.000000 Penalty: 5423.476074
	Iteration 27Q: 3 clusters Score -6828357 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42613 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -6828817.000000 Penalty: 5423.476074
	Iteration 28Q: 3 clusters Score -6828817 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43357 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6829210 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44079 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6829547 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44739 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -6829871.500000 Penalty: 5423.476074
	Iteration 31Q: 3 clusters Score -6829872 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45342 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6830183 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45911 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -6830417.500000 Penalty: 5423.476074
	Iteration 33Q: 3 clusters Score -6830418 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46460 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6830656 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46987 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -6830890.500000 Penalty: 5423.476074
	Iteration 35Q: 3 clusters Score -6830890 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47508 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6831070 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47979 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -6831230.500000 Penalty: 5423.476074
	Iteration 37Q: 3 clusters Score -6831230 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48416 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -6831346.500000 Penalty: 5423.476074
	Iteration 38Q: 3 clusters Score -6831346 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48834 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -6831481.000000 Penalty: 5423.476074
	Iteration 39Q: 3 clusters Score -6831481 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49235 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -6831641.000000 Penalty: 5423.476074
	Iteration 40F: 3 clusters Score -6831641 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49642 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -6831778.500000 Penalty: 5423.476074
	Iteration 41Q: 3 clusters Score -6831778 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50034 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -6831924.000000 Penalty: 5423.476074
	Iteration 42Q: 3 clusters Score -6831924 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50426 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -6832065.500000 Penalty: 5423.476074
	Iteration 43Q: 3 clusters Score -6832066 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50775 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -6832199.000000 Penalty: 5423.476074
	Iteration 44Q: 3 clusters Score -6832199 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51089 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -6832298.000000 Penalty: 5423.476074
	Iteration 45Q: 3 clusters Score -6832298 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51392 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -6832374.000000 Penalty: 5423.476074
	Iteration 46Q: 3 clusters Score -6832374 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51675 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -6832466.500000 Penalty: 5423.476074
	Iteration 47Q: 3 clusters Score -6832466 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51934 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -6832552.500000 Penalty: 5423.476074
	Iteration 48Q: 3 clusters Score -6832552 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52172 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -6832603.500000 Penalty: 5423.476074
	Iteration 49Q: 3 clusters Score -6832604 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52401 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -6832678.000000 Penalty: 5423.476074
	Iteration 50Q: 3 clusters Score -6832678 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52613 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -6832756.000000 Penalty: 5423.476074
	Iteration 51Q: 3 clusters Score -6832756 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52819 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -6832827.500000 Penalty: 5423.476074
	Iteration 52Q: 3 clusters Score -6832828 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53004 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -6832880.000000 Penalty: 5423.476074
	Iteration 53Q: 3 clusters Score -6832880 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53177 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -6832938.000000 Penalty: 5423.476074
	Iteration 54Q: 3 clusters Score -6832938 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53318 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -6832987.000000 Penalty: 5423.476074
	Iteration 55Q: 3 clusters Score -6832987 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53435 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -6833022.500000 Penalty: 5423.476074
	Iteration 56Q: 3 clusters Score -6833022 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53531 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -6833056.000000 Penalty: 5423.476074
	Iteration 57Q: 3 clusters Score -6833056 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53620 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -6833082.000000 Penalty: 5423.476074
	Iteration 58Q: 3 clusters Score -6833082 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53695 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -6833107.000000 Penalty: 5423.476074
	Iteration 59Q: 3 clusters Score -6833107 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53763 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -6833117.000000 Penalty: 5423.476074
	Iteration 60F: 3 clusters Score -6833117 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53826 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -6833131.000000 Penalty: 5423.476074
	Iteration 61Q: 3 clusters Score -6833131 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53876 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -6833154.000000 Penalty: 5423.476074
	Iteration 62Q: 3 clusters Score -6833154 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53924 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -6833161.500000 Penalty: 5423.476074
	Iteration 63Q: 3 clusters Score -6833162 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53973 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -6833160.000000 Penalty: 5423.476074
	Iteration 64Q: 3 clusters Score -6833160 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54015 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -6833173.500000 Penalty: 5423.476074
	Iteration 65Q: 3 clusters Score -6833174 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54052 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -6833180.000000 Penalty: 5423.476074
	Iteration 66Q: 3 clusters Score -6833180 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54090 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -6833190.000000 Penalty: 5423.476074
	Iteration 67Q: 3 clusters Score -6833190 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54115 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -6833196.500000 Penalty: 5423.476074
	Iteration 68Q: 3 clusters Score -6833196 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54134 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -6833203.000000 Penalty: 5423.476074
	Iteration 69Q: 3 clusters Score -6833203 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54153 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -6833211.500000 Penalty: 5423.476074
	Iteration 70Q: 3 clusters Score -6833212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54167 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -6833213.000000 Penalty: 5423.476074
	Iteration 71Q: 3 clusters Score -6833213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54176 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -6833215.500000 Penalty: 5423.476074
	Iteration 72Q: 3 clusters Score -6833216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54186 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -6833224.000000 Penalty: 5423.476074
	Iteration 73Q: 3 clusters Score -6833224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54198 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -6833232.500000 Penalty: 5423.476074
	Iteration 74Q: 3 clusters Score -6833232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54211 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -6833232.000000 Penalty: 5423.476074
	Iteration 75Q: 3 clusters Score -6833232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54219 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -6833228.000000 Penalty: 5423.476074
	Iteration 76Q: 3 clusters Score -6833228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54224 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -6833231.000000 Penalty: 5423.476074
	Iteration 77Q: 3 clusters Score -6833231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54229 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -6833232.500000 Penalty: 5423.476074
	Iteration 78Q: 3 clusters Score -6833232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54236 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -6833233.500000 Penalty: 5423.476074
	Iteration 79Q: 3 clusters Score -6833234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54244 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -6833239.500000 Penalty: 5423.476074
	Iteration 80F: 3 clusters Score -6833240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54251 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -6833248.000000 Penalty: 5423.476074
	Iteration 81Q: 3 clusters Score -6833248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54259 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -6833253.500000 Penalty: 5423.476074
	Iteration 82Q: 3 clusters Score -6833254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54272 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -6833252.000000 Penalty: 5423.476074
	Iteration 83Q: 3 clusters Score -6833252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54285 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -6833257.000000 Penalty: 5423.476074
	Iteration 84Q: 3 clusters Score -6833257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54296 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -6833259.000000 Penalty: 5423.476074
	Iteration 85Q: 3 clusters Score -6833259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54304 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -6833253.000000 Penalty: 5423.476074
	Iteration 86Q: 3 clusters Score -6833253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54313 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -6833251.500000 Penalty: 5423.476074
	Iteration 87Q: 3 clusters Score -6833252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54317 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -6833262.000000 Penalty: 5423.476074
	Iteration 88Q: 3 clusters Score -6833262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54325 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -6833260.500000 Penalty: 5423.476074
	Iteration 89Q: 3 clusters Score -6833260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54330 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -6833257.500000 Penalty: 5423.476074
	Iteration 90Q: 3 clusters Score -6833258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54335 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -6833259.000000 Penalty: 5423.476074
	Iteration 91Q: 3 clusters Score -6833259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54341 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -6833255.500000 Penalty: 5423.476074
	Iteration 92Q: 3 clusters Score -6833256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54350 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -6833258.000000 Penalty: 5423.476074
	Iteration 93Q: 3 clusters Score -6833258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54358 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -6833254.000000 Penalty: 5423.476074
	Iteration 94Q: 3 clusters Score -6833254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54367 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -6833262.500000 Penalty: 5423.476074
	Iteration 95Q: 3 clusters Score -6833262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54372 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -6833266.500000 Penalty: 5423.476074
	Iteration 96Q: 3 clusters Score -6833266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54379 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -6833266.500000 Penalty: 5423.476074
	Iteration 97Q: 3 clusters Score -6833266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54393 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -6833279.000000 Penalty: 5423.476074
	Iteration 98Q: 3 clusters Score -6833279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54406 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -6833277.500000 Penalty: 5423.476074
	Iteration 99Q: 3 clusters Score -6833278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54416 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -6833286.500000 Penalty: 5423.476074
	Iteration 100F: 3 clusters Score -6833286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54424 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -6833281.500000 Penalty: 5423.476074
	Iteration 101Q: 3 clusters Score -6833282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54433 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -6833279.500000 Penalty: 5423.476074
	Iteration 102Q: 3 clusters Score -6833280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54441 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -6833279.500000 Penalty: 5423.476074
	Iteration 103Q: 3 clusters Score -6833280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54449 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -6833293.500000 Penalty: 5423.476074
	Iteration 104Q: 3 clusters Score -6833294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54453 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -6833291.500000 Penalty: 5423.476074
	Iteration 105Q: 3 clusters Score -6833292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54458 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -6833292.500000 Penalty: 5423.476074
	Iteration 106Q: 3 clusters Score -6833292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54465 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -6833292.000000 Penalty: 5423.476074
	Iteration 107Q: 3 clusters Score -6833292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54471 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -6833295.000000 Penalty: 5423.476074
	Iteration 108Q: 3 clusters Score -6833295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54476 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -6833295.000000 Penalty: 5423.476074
	Iteration 109Q: 3 clusters Score -6833295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54481 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -6833295.000000 Penalty: 5423.476074
	Iteration 110Q: 3 clusters Score -6833295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54485 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -6833296.000000 Penalty: 5423.476074
	Iteration 111Q: 3 clusters Score -6833296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54487 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -6833297.000000 Penalty: 5423.476074
	Iteration 112Q: 3 clusters Score -6833297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54488 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -6833296.500000 Penalty: 5423.476074
	Iteration 113Q: 3 clusters Score -6833296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54488 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -6833296.500000 Penalty: 5423.476074
	Iteration 114F: 3 clusters Score -6833296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (155999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 155999 members 
Entering Unmasked Estep 
Score: -19019722.000000 Penalty: 2965.485840
	Iteration 0F: 2 clusters Score -1.901972e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77692 members 
Mstep: Class 2 contains 78307 members 
Entering Unmasked Estep 
Score: -18915164.000000 Penalty: 5930.971680
	Iteration 0F: 3 clusters Score -1.891516e+07 nChanged 74657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74351 members 
Mstep: Class 2 contains 81648 members 
Entering Unmasked Estep 
Score: -18958282.000000 Penalty: 5930.971680
	Iteration 1F: 3 clusters Score -1.895828e+07 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71768 members 
Mstep: Class 2 contains 84231 members 
Entering Unmasked Estep 
Score: -18959470.000000 Penalty: 5930.971680
	Iteration 2Q: 3 clusters Score -1.895947e+07 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67610 members 
Mstep: Class 2 contains 88389 members 
Entering Unmasked Estep 
Score: -18961122.000000 Penalty: 5930.971680
	Iteration 3Q: 3 clusters Score -1.896112e+07 nChanged 7484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61090 members 
Mstep: Class 2 contains 94909 members 
Entering Unmasked Estep 
Score: -18964378.000000 Penalty: 5930.971680
	Iteration 4Q: 3 clusters Score -1.896438e+07 nChanged 10251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51433 members 
Mstep: Class 2 contains 104566 members 
Entering Unmasked Estep 
Score: -18970640.000000 Penalty: 5930.971680
	Iteration 5F: 3 clusters Score -1.897064e+07 nChanged 13198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38593 members 
Mstep: Class 2 contains 117406 members 
Entering Unmasked Estep 
Score: -18981112.000000 Penalty: 5930.971680
	Iteration 6F: 3 clusters Score -1.898111e+07 nChanged 13959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 131121 members 
Entering Unmasked Estep 
Score: -18994032.000000 Penalty: 5930.971680
	Iteration 7F: 3 clusters Score -1.899403e+07 nChanged 11478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 142491 members 
Entering Unmasked Estep 
Score: -19005198.000000 Penalty: 5930.971680
	Iteration 8F: 3 clusters Score -1.90052e+07 nChanged 6994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 149455 members 
Entering Unmasked Estep 
Score: -19011888.000000 Penalty: 5930.971680
	Iteration 9Q: 3 clusters Score -1.901189e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 152666 members 
Entering Unmasked Estep 
Score: -19014954.000000 Penalty: 5930.971680
	Iteration 10Q: 3 clusters Score -1.901495e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 153927 members 
Entering Unmasked Estep 
Score: -19016222.000000 Penalty: 5930.971680
	Iteration 11Q: 3 clusters Score -1.901622e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 154366 members 
Entering Unmasked Estep 
Score: -19016934.000000 Penalty: 5930.971680
	Iteration 12Q: 3 clusters Score -1.901693e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 154511 members 
Entering Unmasked Estep 
Score: -19017280.000000 Penalty: 5930.971680
	Iteration 13Q: 3 clusters Score -1.901728e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 154535 members 
Entering Unmasked Estep 
Score: -19017502.000000 Penalty: 5930.971680
	Iteration 14Q: 3 clusters Score -1.90175e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 154531 members 
Entering Unmasked Estep 
Score: -19017678.000000 Penalty: 5930.971680
	Iteration 15Q: 3 clusters Score -1.901768e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 154506 members 
Entering Unmasked Estep 
Score: -19017798.000000 Penalty: 5930.971680
	Iteration 16Q: 3 clusters Score -1.90178e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 154465 members 
Entering Unmasked Estep 
Score: -19017858.000000 Penalty: 5930.971680
	Iteration 17Q: 3 clusters Score -1.901786e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 154441 members 
Entering Unmasked Estep 
Score: -19017918.000000 Penalty: 5930.971680
	Iteration 18Q: 3 clusters Score -1.901792e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 154403 members 
Entering Unmasked Estep 
Score: -19017966.000000 Penalty: 5930.971680
	Iteration 19Q: 3 clusters Score -1.901797e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 154391 members 
Entering Unmasked Estep 
Score: -19017986.000000 Penalty: 5930.971680
	Iteration 20F: 3 clusters Score -1.901799e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 154372 members 
Entering Unmasked Estep 
Score: -19017996.000000 Penalty: 5930.971680
	Iteration 21Q: 3 clusters Score -1.9018e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 154360 members 
Entering Unmasked Estep 
Score: -19017998.000000 Penalty: 5930.971680
	Iteration 22Q: 3 clusters Score -1.9018e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 154346 members 
Entering Unmasked Estep 
Score: -19017984.000000 Penalty: 5930.971680
	Iteration 23Q: 3 clusters Score -1.901798e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 154329 members 
Entering Unmasked Estep 
Score: -19017994.000000 Penalty: 5930.971680
	Iteration 24Q: 3 clusters Score -1.901799e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 154313 members 
Entering Unmasked Estep 
Score: -19017988.000000 Penalty: 5930.971680
	Iteration 25Q: 3 clusters Score -1.901799e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 154298 members 
Entering Unmasked Estep 
Score: -19018016.000000 Penalty: 5930.971680
	Iteration 26Q: 3 clusters Score -1.901802e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 154296 members 
Entering Unmasked Estep 
Score: -19018018.000000 Penalty: 5930.971680
	Iteration 27Q: 3 clusters Score -1.901802e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 154294 members 
Entering Unmasked Estep 
Score: -19018032.000000 Penalty: 5930.971680
	Iteration 28Q: 3 clusters Score -1.901803e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 154293 members 
Entering Unmasked Estep 
Score: -19018038.000000 Penalty: 5930.971680
	Iteration 29Q: 3 clusters Score -1.901804e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 154287 members 
Entering Unmasked Estep 
Score: -19018056.000000 Penalty: 5930.971680
	Iteration 30Q: 3 clusters Score -1.901806e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 154281 members 
Entering Unmasked Estep 
Score: -19018050.000000 Penalty: 5930.971680
	Iteration 31Q: 3 clusters Score -1.901805e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 154274 members 
Entering Unmasked Estep 
Score: -19018056.000000 Penalty: 5930.971680
	Iteration 32Q: 3 clusters Score -1.901806e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 154266 members 
Entering Unmasked Estep 
Score: -19018044.000000 Penalty: 5930.971680
	Iteration 33Q: 3 clusters Score -1.901804e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 154264 members 
Entering Unmasked Estep 
Score: -19018046.000000 Penalty: 5930.971680
	Iteration 34Q: 3 clusters Score -1.901805e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 154262 members 
Entering Unmasked Estep 
Score: -19018044.000000 Penalty: 5930.971680
	Iteration 35Q: 3 clusters Score -1.901804e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 154257 members 
Entering Unmasked Estep 
Score: -19018046.000000 Penalty: 5930.971680
	Iteration 36Q: 3 clusters Score -1.901805e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 154253 members 
Entering Unmasked Estep 
Score: -19018046.000000 Penalty: 5930.971680
	Iteration 37Q: 3 clusters Score -1.901805e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 154248 members 
Entering Unmasked Estep 
Score: -19018052.000000 Penalty: 5930.971680
	Iteration 38Q: 3 clusters Score -1.901805e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 154242 members 
Entering Unmasked Estep 
Score: -19018054.000000 Penalty: 5930.971680
	Iteration 39Q: 3 clusters Score -1.901805e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 154233 members 
Entering Unmasked Estep 
Score: -19018050.000000 Penalty: 5930.971680
	Iteration 40F: 3 clusters Score -1.901805e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 154229 members 
Entering Unmasked Estep 
Score: -19018042.000000 Penalty: 5930.971680
	Iteration 41Q: 3 clusters Score -1.901804e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 154223 members 
Entering Unmasked Estep 
Score: -19018060.000000 Penalty: 5930.971680
	Iteration 42Q: 3 clusters Score -1.901806e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 154222 members 
Entering Unmasked Estep 
Score: -19018060.000000 Penalty: 5930.971680
	Iteration 43Q: 3 clusters Score -1.901806e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 154221 members 
Entering Unmasked Estep 
Score: -19018076.000000 Penalty: 5930.971680
	Iteration 44Q: 3 clusters Score -1.901808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 154223 members 
Entering Unmasked Estep 
Score: -19018078.000000 Penalty: 5930.971680
	Iteration 45Q: 3 clusters Score -1.901808e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 154220 members 
Entering Unmasked Estep 
Score: -19018084.000000 Penalty: 5930.971680
	Iteration 46Q: 3 clusters Score -1.901808e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 154216 members 
Entering Unmasked Estep 
Score: -19018078.000000 Penalty: 5930.971680
	Iteration 47Q: 3 clusters Score -1.901808e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 154214 members 
Entering Unmasked Estep 
Score: -19018072.000000 Penalty: 5930.971680
	Iteration 48Q: 3 clusters Score -1.901807e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 154213 members 
Entering Unmasked Estep 
Score: -19018082.000000 Penalty: 5930.971680
	Iteration 49Q: 3 clusters Score -1.901808e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 154209 members 
Entering Unmasked Estep 
Score: -19018094.000000 Penalty: 5930.971680
	Iteration 50Q: 3 clusters Score -1.901809e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 154209 members 
Entering Unmasked Estep 
Score: -19018092.000000 Penalty: 5930.971680
	Iteration 51Q: 3 clusters Score -1.901809e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 154210 members 
Entering Unmasked Estep 
Score: -19018098.000000 Penalty: 5930.971680
	Iteration 52Q: 3 clusters Score -1.90181e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 154208 members 
Entering Unmasked Estep 
Score: -19018084.000000 Penalty: 5930.971680
	Iteration 53Q: 3 clusters Score -1.901808e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 154201 members 
Entering Unmasked Estep 
Score: -19018088.000000 Penalty: 5930.971680
	Iteration 54Q: 3 clusters Score -1.901809e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 154198 members 
Entering Unmasked Estep 
Score: -19018088.000000 Penalty: 5930.971680
	Iteration 55Q: 3 clusters Score -1.901809e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 154195 members 
Entering Unmasked Estep 
Score: -19018070.000000 Penalty: 5930.971680
	Iteration 56Q: 3 clusters Score -1.901807e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 154188 members 
Entering Unmasked Estep 
Score: -19018094.000000 Penalty: 5930.971680
	Iteration 57Q: 3 clusters Score -1.901809e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 154179 members 
Entering Unmasked Estep 
Score: -19018088.000000 Penalty: 5930.971680
	Iteration 58Q: 3 clusters Score -1.901809e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 154170 members 
Entering Unmasked Estep 
Score: -19018086.000000 Penalty: 5930.971680
	Iteration 59Q: 3 clusters Score -1.901809e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 154164 members 
Entering Unmasked Estep 
Score: -19018096.000000 Penalty: 5930.971680
	Iteration 60F: 3 clusters Score -1.90181e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 154157 members 
Entering Unmasked Estep 
Score: -19018090.000000 Penalty: 5930.971680
	Iteration 61Q: 3 clusters Score -1.901809e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 154152 members 
Entering Unmasked Estep 
Score: -19018082.000000 Penalty: 5930.971680
	Iteration 62Q: 3 clusters Score -1.901808e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 154150 members 
Entering Unmasked Estep 
Score: -19018082.000000 Penalty: 5930.971680
	Iteration 63Q: 3 clusters Score -1.901808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 154146 members 
Entering Unmasked Estep 
Score: -19018078.000000 Penalty: 5930.971680
	Iteration 64Q: 3 clusters Score -1.901808e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 154144 members 
Entering Unmasked Estep 
Score: -19018078.000000 Penalty: 5930.971680
	Iteration 65Q: 3 clusters Score -1.901808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 154142 members 
Entering Unmasked Estep 
Score: -19018074.000000 Penalty: 5930.971680
	Iteration 66Q: 3 clusters Score -1.901807e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 154135 members 
Entering Unmasked Estep 
Score: -19018070.000000 Penalty: 5930.971680
	Iteration 67Q: 3 clusters Score -1.901807e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 154130 members 
Entering Unmasked Estep 
Score: -19018082.000000 Penalty: 5930.971680
	Iteration 68Q: 3 clusters Score -1.901808e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 154126 members 
Entering Unmasked Estep 
Score: -19018080.000000 Penalty: 5930.971680
	Iteration 69Q: 3 clusters Score -1.901808e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 154122 members 
Entering Unmasked Estep 
Score: -19018082.000000 Penalty: 5930.971680
	Iteration 70Q: 3 clusters Score -1.901808e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 154117 members 
Entering Unmasked Estep 
Score: -19018088.000000 Penalty: 5930.971680
	Iteration 71Q: 3 clusters Score -1.901809e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 154117 members 
Entering Unmasked Estep 
Score: -19018082.000000 Penalty: 5930.971680
	Iteration 72Q: 3 clusters Score -1.901808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 154113 members 
Entering Unmasked Estep 
Score: -19018092.000000 Penalty: 5930.971680
	Iteration 73Q: 3 clusters Score -1.901809e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 154111 members 
Entering Unmasked Estep 
Score: -19018100.000000 Penalty: 5930.971680
	Iteration 74Q: 3 clusters Score -1.90181e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 154111 members 
Entering Unmasked Estep 
Score: -19018100.000000 Penalty: 5930.971680
	Iteration 75F: 3 clusters Score -1.90181e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Entering Unmasked Estep 
Score: -3519088.500000 Penalty: 2550.485596
	Iteration 0F: 2 clusters Score -3519088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -3498835.500000 Penalty: 5100.971191
	Iteration 0F: 3 clusters Score -3498836 nChanged 13279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -3505951.500000 Penalty: 5100.971191
	Iteration 1F: 3 clusters Score -3505952 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -3506383.250000 Penalty: 5100.971191
	Iteration 2Q: 3 clusters Score -3506383 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -3506788.250000 Penalty: 5100.971191
	Iteration 3Q: 3 clusters Score -3506788 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -3507257.750000 Penalty: 5100.971191
	Iteration 4Q: 3 clusters Score -3507258 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -3507873.000000 Penalty: 5100.971191
	Iteration 5Q: 3 clusters Score -3507873 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -3508687.000000 Penalty: 5100.971191
	Iteration 6Q: 3 clusters Score -3508687 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -3509653.750000 Penalty: 5100.971191
	Iteration 7Q: 3 clusters Score -3509654 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -3510588.250000 Penalty: 5100.971191
	Iteration 8Q: 3 clusters Score -3510588 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -3511464.500000 Penalty: 5100.971191
	Iteration 9Q: 3 clusters Score -3511464 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -3512206.500000 Penalty: 5100.971191
	Iteration 10Q: 3 clusters Score -3512206 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -3512912.000000 Penalty: 5100.971191
	Iteration 11Q: 3 clusters Score -3512912 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -3513476.250000 Penalty: 5100.971191
	Iteration 12Q: 3 clusters Score -3513476 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -3513952.250000 Penalty: 5100.971191
	Iteration 13Q: 3 clusters Score -3513952 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -3514335.500000 Penalty: 5100.971191
	Iteration 14Q: 3 clusters Score -3514336 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -3514636.750000 Penalty: 5100.971191
	Iteration 15Q: 3 clusters Score -3514637 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -3514819.500000 Penalty: 5100.971191
	Iteration 16Q: 3 clusters Score -3514820 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -3514981.250000 Penalty: 5100.971191
	Iteration 17Q: 3 clusters Score -3514981 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -3515074.250000 Penalty: 5100.971191
	Iteration 18Q: 3 clusters Score -3515074 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -3515117.250000 Penalty: 5100.971191
	Iteration 19Q: 3 clusters Score -3515117 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -3515158.500000 Penalty: 5100.971191
	Iteration 20F: 3 clusters Score -3515158 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -3515196.250000 Penalty: 5100.971191
	Iteration 21Q: 3 clusters Score -3515196 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -3515232.500000 Penalty: 5100.971191
	Iteration 22Q: 3 clusters Score -3515232 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -3515255.000000 Penalty: 5100.971191
	Iteration 23Q: 3 clusters Score -3515255 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -3515272.750000 Penalty: 5100.971191
	Iteration 24Q: 3 clusters Score -3515273 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -3515303.500000 Penalty: 5100.971191
	Iteration 25Q: 3 clusters Score -3515304 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -3515325.000000 Penalty: 5100.971191
	Iteration 26Q: 3 clusters Score -3515325 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -3515369.250000 Penalty: 5100.971191
	Iteration 27Q: 3 clusters Score -3515369 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -3515423.000000 Penalty: 5100.971191
	Iteration 28Q: 3 clusters Score -3515423 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -3515475.250000 Penalty: 5100.971191
	Iteration 29Q: 3 clusters Score -3515475 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -3515523.250000 Penalty: 5100.971191
	Iteration 30Q: 3 clusters Score -3515523 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -3515605.500000 Penalty: 5100.971191
	Iteration 31Q: 3 clusters Score -3515606 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -3515727.500000 Penalty: 5100.971191
	Iteration 32Q: 3 clusters Score -3515728 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -3515916.500000 Penalty: 5100.971191
	Iteration 33Q: 3 clusters Score -3515916 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -3516115.750000 Penalty: 5100.971191
	Iteration 34Q: 3 clusters Score -3516116 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -3516281.000000 Penalty: 5100.971191
	Iteration 35Q: 3 clusters Score -3516281 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -3516412.500000 Penalty: 5100.971191
	Iteration 36Q: 3 clusters Score -3516412 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -3516504.250000 Penalty: 5100.971191
	Iteration 37Q: 3 clusters Score -3516504 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -3516622.250000 Penalty: 5100.971191
	Iteration 38Q: 3 clusters Score -3516622 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -3516747.250000 Penalty: 5100.971191
	Iteration 39Q: 3 clusters Score -3516747 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -3516848.250000 Penalty: 5100.971191
	Iteration 40F: 3 clusters Score -3516848 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -3516937.000000 Penalty: 5100.971191
	Iteration 41Q: 3 clusters Score -3516937 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -3517021.500000 Penalty: 5100.971191
	Iteration 42Q: 3 clusters Score -3517022 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -3517100.500000 Penalty: 5100.971191
	Iteration 43Q: 3 clusters Score -3517100 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -3517168.000000 Penalty: 5100.971191
	Iteration 44Q: 3 clusters Score -3517168 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -3517221.000000 Penalty: 5100.971191
	Iteration 45Q: 3 clusters Score -3517221 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -3517269.750000 Penalty: 5100.971191
	Iteration 46Q: 3 clusters Score -3517270 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -3517297.250000 Penalty: 5100.971191
	Iteration 47Q: 3 clusters Score -3517297 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -3517345.250000 Penalty: 5100.971191
	Iteration 48Q: 3 clusters Score -3517345 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -3517368.500000 Penalty: 5100.971191
	Iteration 49Q: 3 clusters Score -3517368 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -3517402.250000 Penalty: 5100.971191
	Iteration 50Q: 3 clusters Score -3517402 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -3517413.500000 Penalty: 5100.971191
	Iteration 51Q: 3 clusters Score -3517414 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -3517448.500000 Penalty: 5100.971191
	Iteration 52Q: 3 clusters Score -3517448 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -3517470.000000 Penalty: 5100.971191
	Iteration 53Q: 3 clusters Score -3517470 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -3517486.500000 Penalty: 5100.971191
	Iteration 54Q: 3 clusters Score -3517486 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -3517506.750000 Penalty: 5100.971191
	Iteration 55Q: 3 clusters Score -3517507 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -3517526.000000 Penalty: 5100.971191
	Iteration 56Q: 3 clusters Score -3517526 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -3517551.750000 Penalty: 5100.971191
	Iteration 57Q: 3 clusters Score -3517552 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -3517574.000000 Penalty: 5100.971191
	Iteration 58Q: 3 clusters Score -3517574 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -3517585.500000 Penalty: 5100.971191
	Iteration 59Q: 3 clusters Score -3517586 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -3517599.250000 Penalty: 5100.971191
	Iteration 60F: 3 clusters Score -3517599 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -3517597.750000 Penalty: 5100.971191
	Iteration 61Q: 3 clusters Score -3517598 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -3517605.750000 Penalty: 5100.971191
	Iteration 62Q: 3 clusters Score -3517606 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -3517613.000000 Penalty: 5100.971191
	Iteration 63Q: 3 clusters Score -3517613 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -3517621.000000 Penalty: 5100.971191
	Iteration 64Q: 3 clusters Score -3517621 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -3517630.750000 Penalty: 5100.971191
	Iteration 65Q: 3 clusters Score -3517631 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -3517635.250000 Penalty: 5100.971191
	Iteration 66Q: 3 clusters Score -3517635 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -3517644.250000 Penalty: 5100.971191
	Iteration 67Q: 3 clusters Score -3517644 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -3517662.250000 Penalty: 5100.971191
	Iteration 68Q: 3 clusters Score -3517662 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -3517664.000000 Penalty: 5100.971191
	Iteration 69Q: 3 clusters Score -3517664 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -3517672.500000 Penalty: 5100.971191
	Iteration 70Q: 3 clusters Score -3517672 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -3517682.750000 Penalty: 5100.971191
	Iteration 71Q: 3 clusters Score -3517683 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -3517687.250000 Penalty: 5100.971191
	Iteration 72Q: 3 clusters Score -3517687 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -3517687.250000 Penalty: 5100.971191
	Iteration 73Q: 3 clusters Score -3517687 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -3517693.750000 Penalty: 5100.971191
	Iteration 74Q: 3 clusters Score -3517694 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -3517688.250000 Penalty: 5100.971191
	Iteration 75Q: 3 clusters Score -3517688 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -3517711.250000 Penalty: 5100.971191
	Iteration 76Q: 3 clusters Score -3517711 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -3517711.250000 Penalty: 5100.971191
	Iteration 77Q: 3 clusters Score -3517711 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -3517722.500000 Penalty: 5100.971191
	Iteration 78Q: 3 clusters Score -3517722 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -3517724.250000 Penalty: 5100.971191
	Iteration 79Q: 3 clusters Score -3517724 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -3517722.250000 Penalty: 5100.971191
	Iteration 80F: 3 clusters Score -3517722 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -3517724.250000 Penalty: 5100.971191
	Iteration 81Q: 3 clusters Score -3517724 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -3517729.750000 Penalty: 5100.971191
	Iteration 82Q: 3 clusters Score -3517730 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -3517736.500000 Penalty: 5100.971191
	Iteration 83Q: 3 clusters Score -3517736 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -3517742.750000 Penalty: 5100.971191
	Iteration 84Q: 3 clusters Score -3517743 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -3517748.250000 Penalty: 5100.971191
	Iteration 85Q: 3 clusters Score -3517748 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -3517751.500000 Penalty: 5100.971191
	Iteration 86Q: 3 clusters Score -3517752 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -3517749.250000 Penalty: 5100.971191
	Iteration 87Q: 3 clusters Score -3517749 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -3517757.000000 Penalty: 5100.971191
	Iteration 88Q: 3 clusters Score -3517757 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -3517761.750000 Penalty: 5100.971191
	Iteration 89Q: 3 clusters Score -3517762 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -3517772.500000 Penalty: 5100.971191
	Iteration 90Q: 3 clusters Score -3517772 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -3517772.250000 Penalty: 5100.971191
	Iteration 91Q: 3 clusters Score -3517772 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -3517781.750000 Penalty: 5100.971191
	Iteration 92Q: 3 clusters Score -3517782 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -3517780.000000 Penalty: 5100.971191
	Iteration 93Q: 3 clusters Score -3517780 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -3517775.750000 Penalty: 5100.971191
	Iteration 94Q: 3 clusters Score -3517776 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -3517785.000000 Penalty: 5100.971191
	Iteration 95Q: 3 clusters Score -3517785 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -3517784.500000 Penalty: 5100.971191
	Iteration 96Q: 3 clusters Score -3517784 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -3517777.250000 Penalty: 5100.971191
	Iteration 97Q: 3 clusters Score -3517777 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -3517778.750000 Penalty: 5100.971191
	Iteration 98Q: 3 clusters Score -3517779 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -3517788.250000 Penalty: 5100.971191
	Iteration 99Q: 3 clusters Score -3517788 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -3517782.250000 Penalty: 5100.971191
	Iteration 100F: 3 clusters Score -3517782 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -3517783.250000 Penalty: 5100.971191
	Iteration 101Q: 3 clusters Score -3517783 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -3517794.250000 Penalty: 5100.971191
	Iteration 102Q: 3 clusters Score -3517794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -3517794.250000 Penalty: 5100.971191
	Iteration 103Q: 3 clusters Score -3517794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -3517789.750000 Penalty: 5100.971191
	Iteration 104Q: 3 clusters Score -3517790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -3517794.250000 Penalty: 5100.971191
	Iteration 105Q: 3 clusters Score -3517794 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -3517797.000000 Penalty: 5100.971191
	Iteration 106Q: 3 clusters Score -3517797 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -3517799.750000 Penalty: 5100.971191
	Iteration 107Q: 3 clusters Score -3517800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -3517801.250000 Penalty: 5100.971191
	Iteration 108Q: 3 clusters Score -3517801 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -3517808.750000 Penalty: 5100.971191
	Iteration 109Q: 3 clusters Score -3517809 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -3517811.250000 Penalty: 5100.971191
	Iteration 110Q: 3 clusters Score -3517811 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -3517808.000000 Penalty: 5100.971191
	Iteration 111Q: 3 clusters Score -3517808 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -3517814.750000 Penalty: 5100.971191
	Iteration 112Q: 3 clusters Score -3517815 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -3517819.000000 Penalty: 5100.971191
	Iteration 113Q: 3 clusters Score -3517819 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -3517819.000000 Penalty: 5100.971191
	Iteration 114Q: 3 clusters Score -3517819 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -3517822.250000 Penalty: 5100.971191
	Iteration 115Q: 3 clusters Score -3517822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -3517834.000000 Penalty: 5100.971191
	Iteration 116Q: 3 clusters Score -3517834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -3517827.250000 Penalty: 5100.971191
	Iteration 117Q: 3 clusters Score -3517827 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -3517829.500000 Penalty: 5100.971191
	Iteration 118Q: 3 clusters Score -3517830 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -3517828.750000 Penalty: 5100.971191
	Iteration 119Q: 3 clusters Score -3517829 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -3517828.750000 Penalty: 5100.971191
	Iteration 120F: 3 clusters Score -3517829 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -3517827.000000 Penalty: 5100.971191
	Iteration 121Q: 3 clusters Score -3517827 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -3517837.000000 Penalty: 5100.971191
	Iteration 122Q: 3 clusters Score -3517837 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -3517837.750000 Penalty: 5100.971191
	Iteration 123Q: 3 clusters Score -3517838 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -3517839.000000 Penalty: 5100.971191
	Iteration 124Q: 3 clusters Score -3517839 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -3517837.250000 Penalty: 5100.971191
	Iteration 125Q: 3 clusters Score -3517837 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -3517850.500000 Penalty: 5100.971191
	Iteration 126Q: 3 clusters Score -3517850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -3517853.750000 Penalty: 5100.971191
	Iteration 127Q: 3 clusters Score -3517854 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -3517855.500000 Penalty: 5100.971191
	Iteration 128Q: 3 clusters Score -3517856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -3517857.000000 Penalty: 5100.971191
	Iteration 129Q: 3 clusters Score -3517857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -3517850.750000 Penalty: 5100.971191
	Iteration 130Q: 3 clusters Score -3517851 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -3517852.500000 Penalty: 5100.971191
	Iteration 131Q: 3 clusters Score -3517852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -3517851.000000 Penalty: 5100.971191
	Iteration 132Q: 3 clusters Score -3517851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -3517849.250000 Penalty: 5100.971191
	Iteration 133Q: 3 clusters Score -3517849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -3517851.250000 Penalty: 5100.971191
	Iteration 134Q: 3 clusters Score -3517851 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -3517848.250000 Penalty: 5100.971191
	Iteration 135Q: 3 clusters Score -3517848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -3517851.000000 Penalty: 5100.971191
	Iteration 136Q: 3 clusters Score -3517851 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -3517850.500000 Penalty: 5100.971191
	Iteration 137Q: 3 clusters Score -3517850 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -3517853.250000 Penalty: 5100.971191
	Iteration 138Q: 3 clusters Score -3517853 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -3517851.750000 Penalty: 5100.971191
	Iteration 139Q: 3 clusters Score -3517852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -3517859.250000 Penalty: 5100.971191
	Iteration 140F: 3 clusters Score -3517859 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -3517856.250000 Penalty: 5100.971191
	Iteration 141Q: 3 clusters Score -3517856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -3517861.250000 Penalty: 5100.971191
	Iteration 142Q: 3 clusters Score -3517861 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -3517860.000000 Penalty: 5100.971191
	Iteration 143Q: 3 clusters Score -3517860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -3517864.250000 Penalty: 5100.971191
	Iteration 144Q: 3 clusters Score -3517864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -3517862.000000 Penalty: 5100.971191
	Iteration 145Q: 3 clusters Score -3517862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -3517860.000000 Penalty: 5100.971191
	Iteration 146Q: 3 clusters Score -3517860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -3517864.750000 Penalty: 5100.971191
	Iteration 147Q: 3 clusters Score -3517865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -3517866.750000 Penalty: 5100.971191
	Iteration 148Q: 3 clusters Score -3517867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -3517870.750000 Penalty: 5100.971191
	Iteration 149Q: 3 clusters Score -3517871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -3517869.500000 Penalty: 5100.971191
	Iteration 150Q: 3 clusters Score -3517870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -3517877.250000 Penalty: 5100.971191
	Iteration 151Q: 3 clusters Score -3517877 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -3517882.500000 Penalty: 5100.971191
	Iteration 152Q: 3 clusters Score -3517882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -3517877.750000 Penalty: 5100.971191
	Iteration 153Q: 3 clusters Score -3517878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -3517872.250000 Penalty: 5100.971191
	Iteration 154Q: 3 clusters Score -3517872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -3517881.750000 Penalty: 5100.971191
	Iteration 155Q: 3 clusters Score -3517882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -3517879.750000 Penalty: 5100.971191
	Iteration 156Q: 3 clusters Score -3517880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -3517878.750000 Penalty: 5100.971191
	Iteration 157Q: 3 clusters Score -3517879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -3517879.000000 Penalty: 5100.971191
	Iteration 158Q: 3 clusters Score -3517879 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -3517883.250000 Penalty: 5100.971191
	Iteration 159Q: 3 clusters Score -3517883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -3517882.750000 Penalty: 5100.971191
	Iteration 160F: 3 clusters Score -3517883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -3517881.750000 Penalty: 5100.971191
	Iteration 161Q: 3 clusters Score -3517882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -3517884.250000 Penalty: 5100.971191
	Iteration 162Q: 3 clusters Score -3517884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -3517890.750000 Penalty: 5100.971191
	Iteration 163Q: 3 clusters Score -3517891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -3517890.500000 Penalty: 5100.971191
	Iteration 164Q: 3 clusters Score -3517890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -3517894.250000 Penalty: 5100.971191
	Iteration 165Q: 3 clusters Score -3517894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -3517896.500000 Penalty: 5100.971191
	Iteration 166Q: 3 clusters Score -3517896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -3517903.500000 Penalty: 5100.971191
	Iteration 167Q: 3 clusters Score -3517904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -3517901.750000 Penalty: 5100.971191
	Iteration 168Q: 3 clusters Score -3517902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -3517895.500000 Penalty: 5100.971191
	Iteration 169Q: 3 clusters Score -3517896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -3517901.500000 Penalty: 5100.971191
	Iteration 170Q: 3 clusters Score -3517902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -3517895.500000 Penalty: 5100.971191
	Iteration 171Q: 3 clusters Score -3517896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -3517896.000000 Penalty: 5100.971191
	Iteration 172Q: 3 clusters Score -3517896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -3517898.250000 Penalty: 5100.971191
	Iteration 173Q: 3 clusters Score -3517898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -3517897.750000 Penalty: 5100.971191
	Iteration 174Q: 3 clusters Score -3517898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -3517901.500000 Penalty: 5100.971191
	Iteration 175Q: 3 clusters Score -3517902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -3517911.750000 Penalty: 5100.971191
	Iteration 176Q: 3 clusters Score -3517912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -3517911.750000 Penalty: 5100.971191
	Iteration 177Q: 3 clusters Score -3517912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -3517912.750000 Penalty: 5100.971191
	Iteration 178Q: 3 clusters Score -3517913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -3517910.000000 Penalty: 5100.971191
	Iteration 179Q: 3 clusters Score -3517910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -3517910.250000 Penalty: 5100.971191
	Iteration 180F: 3 clusters Score -3517910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -3517909.500000 Penalty: 5100.971191
	Iteration 181Q: 3 clusters Score -3517910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -3517910.000000 Penalty: 5100.971191
	Iteration 182Q: 3 clusters Score -3517910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -3517909.500000 Penalty: 5100.971191
	Iteration 183Q: 3 clusters Score -3517910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -3517913.250000 Penalty: 5100.971191
	Iteration 184Q: 3 clusters Score -3517913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -3517916.000000 Penalty: 5100.971191
	Iteration 185Q: 3 clusters Score -3517916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -3517909.500000 Penalty: 5100.971191
	Iteration 186Q: 3 clusters Score -3517910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -3517911.250000 Penalty: 5100.971191
	Iteration 187Q: 3 clusters Score -3517911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -3517908.500000 Penalty: 5100.971191
	Iteration 188Q: 3 clusters Score -3517908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -3517906.500000 Penalty: 5100.971191
	Iteration 189Q: 3 clusters Score -3517906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -3517913.000000 Penalty: 5100.971191
	Iteration 190Q: 3 clusters Score -3517913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -3517910.750000 Penalty: 5100.971191
	Iteration 191Q: 3 clusters Score -3517911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -3517913.000000 Penalty: 5100.971191
	Iteration 192Q: 3 clusters Score -3517913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -3517913.000000 Penalty: 5100.971191
	Iteration 193F: 3 clusters Score -3517913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Entering Unmasked Estep 
Score: -1389270.125000 Penalty: 2319.385498
	Iteration 0F: 2 clusters Score -1389270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1380569.625000 Penalty: 4638.770996
	Iteration 0F: 3 clusters Score -1380570 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1383194.750000 Penalty: 4638.770996
	Iteration 1F: 3 clusters Score -1383195 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1383623.250000 Penalty: 4638.770996
	Iteration 2F: 3 clusters Score -1383623 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1383946.125000 Penalty: 4638.770996
	Iteration 3F: 3 clusters Score -1383946 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1384221.125000 Penalty: 4638.770996
	Iteration 4Q: 3 clusters Score -1384221 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1384445.750000 Penalty: 4638.770996
	Iteration 5Q: 3 clusters Score -1384446 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1384632.250000 Penalty: 4638.770996
	Iteration 6Q: 3 clusters Score -1384632 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1384786.250000 Penalty: 4638.770996
	Iteration 7Q: 3 clusters Score -1384786 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1384917.625000 Penalty: 4638.770996
	Iteration 8Q: 3 clusters Score -1384918 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1385035.625000 Penalty: 4638.770996
	Iteration 9Q: 3 clusters Score -1385036 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1385131.875000 Penalty: 4638.770996
	Iteration 10Q: 3 clusters Score -1385132 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1385204.500000 Penalty: 4638.770996
	Iteration 11Q: 3 clusters Score -1385204 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1385279.625000 Penalty: 4638.770996
	Iteration 12Q: 3 clusters Score -1385280 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1385334.500000 Penalty: 4638.770996
	Iteration 13Q: 3 clusters Score -1385334 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1385399.625000 Penalty: 4638.770996
	Iteration 14Q: 3 clusters Score -1385400 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1385433.500000 Penalty: 4638.770996
	Iteration 15Q: 3 clusters Score -1385434 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1385473.750000 Penalty: 4638.770996
	Iteration 16Q: 3 clusters Score -1385474 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1385512.500000 Penalty: 4638.770996
	Iteration 17Q: 3 clusters Score -1385512 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1385536.125000 Penalty: 4638.770996
	Iteration 18Q: 3 clusters Score -1385536 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1385572.625000 Penalty: 4638.770996
	Iteration 19Q: 3 clusters Score -1385573 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1385607.125000 Penalty: 4638.770996
	Iteration 20F: 3 clusters Score -1385607 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1385637.125000 Penalty: 4638.770996
	Iteration 21Q: 3 clusters Score -1385637 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1385673.875000 Penalty: 4638.770996
	Iteration 22Q: 3 clusters Score -1385674 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1385715.875000 Penalty: 4638.770996
	Iteration 23Q: 3 clusters Score -1385716 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1385756.750000 Penalty: 4638.770996
	Iteration 24Q: 3 clusters Score -1385757 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1385792.750000 Penalty: 4638.770996
	Iteration 25Q: 3 clusters Score -1385793 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1385823.125000 Penalty: 4638.770996
	Iteration 26Q: 3 clusters Score -1385823 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1385854.375000 Penalty: 4638.770996
	Iteration 27Q: 3 clusters Score -1385854 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1385887.500000 Penalty: 4638.770996
	Iteration 28Q: 3 clusters Score -1385888 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1385927.125000 Penalty: 4638.770996
	Iteration 29Q: 3 clusters Score -1385927 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1385977.750000 Penalty: 4638.770996
	Iteration 30Q: 3 clusters Score -1385978 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1386034.250000 Penalty: 4638.770996
	Iteration 31Q: 3 clusters Score -1386034 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1386091.750000 Penalty: 4638.770996
	Iteration 32Q: 3 clusters Score -1386092 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1386154.125000 Penalty: 4638.770996
	Iteration 33Q: 3 clusters Score -1386154 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1386223.250000 Penalty: 4638.770996
	Iteration 34Q: 3 clusters Score -1386223 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1386323.875000 Penalty: 4638.770996
	Iteration 35Q: 3 clusters Score -1386324 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1386457.375000 Penalty: 4638.770996
	Iteration 36Q: 3 clusters Score -1386457 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1386634.875000 Penalty: 4638.770996
	Iteration 37Q: 3 clusters Score -1386635 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1386764.000000 Penalty: 4638.770996
	Iteration 38Q: 3 clusters Score -1386764 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1386854.000000 Penalty: 4638.770996
	Iteration 39Q: 3 clusters Score -1386854 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1386964.250000 Penalty: 4638.770996
	Iteration 40F: 3 clusters Score -1386964 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1387059.250000 Penalty: 4638.770996
	Iteration 41Q: 3 clusters Score -1387059 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1387139.875000 Penalty: 4638.770996
	Iteration 42Q: 3 clusters Score -1387140 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1387211.875000 Penalty: 4638.770996
	Iteration 43Q: 3 clusters Score -1387212 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1387272.250000 Penalty: 4638.770996
	Iteration 44Q: 3 clusters Score -1387272 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1387336.500000 Penalty: 4638.770996
	Iteration 45Q: 3 clusters Score -1387336 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1387378.000000 Penalty: 4638.770996
	Iteration 46Q: 3 clusters Score -1387378 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1387394.000000 Penalty: 4638.770996
	Iteration 47Q: 3 clusters Score -1387394 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1387406.125000 Penalty: 4638.770996
	Iteration 48Q: 3 clusters Score -1387406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1387416.000000 Penalty: 4638.770996
	Iteration 49Q: 3 clusters Score -1387416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1387424.875000 Penalty: 4638.770996
	Iteration 50Q: 3 clusters Score -1387425 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1387426.250000 Penalty: 4638.770996
	Iteration 51Q: 3 clusters Score -1387426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1387431.000000 Penalty: 4638.770996
	Iteration 52Q: 3 clusters Score -1387431 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1387434.875000 Penalty: 4638.770996
	Iteration 53Q: 3 clusters Score -1387435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1387439.625000 Penalty: 4638.770996
	Iteration 54Q: 3 clusters Score -1387440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1387444.625000 Penalty: 4638.770996
	Iteration 55Q: 3 clusters Score -1387445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1387445.375000 Penalty: 4638.770996
	Iteration 56Q: 3 clusters Score -1387445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1387445.250000 Penalty: 4638.770996
	Iteration 57Q: 3 clusters Score -1387445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1387449.500000 Penalty: 4638.770996
	Iteration 58Q: 3 clusters Score -1387450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1387450.750000 Penalty: 4638.770996
	Iteration 59Q: 3 clusters Score -1387451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1387455.375000 Penalty: 4638.770996
	Iteration 60F: 3 clusters Score -1387455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1387457.750000 Penalty: 4638.770996
	Iteration 61Q: 3 clusters Score -1387458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1387460.625000 Penalty: 4638.770996
	Iteration 62Q: 3 clusters Score -1387461 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1387467.500000 Penalty: 4638.770996
	Iteration 63Q: 3 clusters Score -1387468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1387470.125000 Penalty: 4638.770996
	Iteration 64Q: 3 clusters Score -1387470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1387476.000000 Penalty: 4638.770996
	Iteration 65Q: 3 clusters Score -1387476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1387481.000000 Penalty: 4638.770996
	Iteration 66Q: 3 clusters Score -1387481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1387489.250000 Penalty: 4638.770996
	Iteration 67Q: 3 clusters Score -1387489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1387493.750000 Penalty: 4638.770996
	Iteration 68Q: 3 clusters Score -1387494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1387502.125000 Penalty: 4638.770996
	Iteration 69Q: 3 clusters Score -1387502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1387513.125000 Penalty: 4638.770996
	Iteration 70Q: 3 clusters Score -1387513 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1387541.625000 Penalty: 4638.770996
	Iteration 71Q: 3 clusters Score -1387542 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1387596.375000 Penalty: 4638.770996
	Iteration 72Q: 3 clusters Score -1387596 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1387628.375000 Penalty: 4638.770996
	Iteration 73Q: 3 clusters Score -1387628 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1387662.125000 Penalty: 4638.770996
	Iteration 74Q: 3 clusters Score -1387662 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1387678.125000 Penalty: 4638.770996
	Iteration 75Q: 3 clusters Score -1387678 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1387686.125000 Penalty: 4638.770996
	Iteration 76Q: 3 clusters Score -1387686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1387692.875000 Penalty: 4638.770996
	Iteration 77Q: 3 clusters Score -1387693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1387699.000000 Penalty: 4638.770996
	Iteration 78Q: 3 clusters Score -1387699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1387704.500000 Penalty: 4638.770996
	Iteration 79Q: 3 clusters Score -1387704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1387706.375000 Penalty: 4638.770996
	Iteration 80F: 3 clusters Score -1387706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1387709.250000 Penalty: 4638.770996
	Iteration 81Q: 3 clusters Score -1387709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1387710.250000 Penalty: 4638.770996
	Iteration 82Q: 3 clusters Score -1387710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1387711.000000 Penalty: 4638.770996
	Iteration 83Q: 3 clusters Score -1387711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1387711.000000 Penalty: 4638.770996
	Iteration 84Q: 3 clusters Score -1387711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1387711.000000 Penalty: 4638.770996
	Iteration 85F: 3 clusters Score -1387711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Entering Unmasked Estep 
Score: -1160238.250000 Penalty: 2285.672607
	Iteration 0F: 2 clusters Score -1160238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1152480.625000 Penalty: 4571.345215
	Iteration 0F: 3 clusters Score -1152481 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1154759.625000 Penalty: 4571.345215
	Iteration 1F: 3 clusters Score -1154760 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1155162.875000 Penalty: 4571.345215
	Iteration 2F: 3 clusters Score -1155163 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1155456.375000 Penalty: 4571.345215
	Iteration 3F: 3 clusters Score -1155456 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1155728.375000 Penalty: 4571.345215
	Iteration 4F: 3 clusters Score -1155728 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1155968.500000 Penalty: 4571.345215
	Iteration 5Q: 3 clusters Score -1155968 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1156197.250000 Penalty: 4571.345215
	Iteration 6Q: 3 clusters Score -1156197 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1156451.875000 Penalty: 4571.345215
	Iteration 7Q: 3 clusters Score -1156452 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1156688.000000 Penalty: 4571.345215
	Iteration 8Q: 3 clusters Score -1156688 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1156913.750000 Penalty: 4571.345215
	Iteration 9Q: 3 clusters Score -1156914 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1157134.125000 Penalty: 4571.345215
	Iteration 10Q: 3 clusters Score -1157134 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1157354.000000 Penalty: 4571.345215
	Iteration 11Q: 3 clusters Score -1157354 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1157536.000000 Penalty: 4571.345215
	Iteration 12Q: 3 clusters Score -1157536 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1157684.000000 Penalty: 4571.345215
	Iteration 13Q: 3 clusters Score -1157684 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1157803.875000 Penalty: 4571.345215
	Iteration 14Q: 3 clusters Score -1157804 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1157921.375000 Penalty: 4571.345215
	Iteration 15Q: 3 clusters Score -1157921 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1158029.875000 Penalty: 4571.345215
	Iteration 16Q: 3 clusters Score -1158030 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1158139.625000 Penalty: 4571.345215
	Iteration 17Q: 3 clusters Score -1158140 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1158223.875000 Penalty: 4571.345215
	Iteration 18Q: 3 clusters Score -1158224 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1158297.875000 Penalty: 4571.345215
	Iteration 19Q: 3 clusters Score -1158298 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1158363.250000 Penalty: 4571.345215
	Iteration 20F: 3 clusters Score -1158363 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1158431.500000 Penalty: 4571.345215
	Iteration 21Q: 3 clusters Score -1158432 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1158498.500000 Penalty: 4571.345215
	Iteration 22Q: 3 clusters Score -1158498 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1158566.000000 Penalty: 4571.345215
	Iteration 23Q: 3 clusters Score -1158566 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1158621.125000 Penalty: 4571.345215
	Iteration 24Q: 3 clusters Score -1158621 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1158667.500000 Penalty: 4571.345215
	Iteration 25Q: 3 clusters Score -1158668 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1158710.250000 Penalty: 4571.345215
	Iteration 26Q: 3 clusters Score -1158710 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1158738.500000 Penalty: 4571.345215
	Iteration 27Q: 3 clusters Score -1158738 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1158769.750000 Penalty: 4571.345215
	Iteration 28Q: 3 clusters Score -1158770 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1158801.625000 Penalty: 4571.345215
	Iteration 29Q: 3 clusters Score -1158802 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1158825.375000 Penalty: 4571.345215
	Iteration 30Q: 3 clusters Score -1158825 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1158838.625000 Penalty: 4571.345215
	Iteration 31Q: 3 clusters Score -1158839 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1158855.750000 Penalty: 4571.345215
	Iteration 32Q: 3 clusters Score -1158856 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1158868.375000 Penalty: 4571.345215
	Iteration 33Q: 3 clusters Score -1158868 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1158887.000000 Penalty: 4571.345215
	Iteration 34Q: 3 clusters Score -1158887 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1158903.125000 Penalty: 4571.345215
	Iteration 35Q: 3 clusters Score -1158903 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1158916.500000 Penalty: 4571.345215
	Iteration 36Q: 3 clusters Score -1158916 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1158930.250000 Penalty: 4571.345215
	Iteration 37Q: 3 clusters Score -1158930 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1158943.625000 Penalty: 4571.345215
	Iteration 38Q: 3 clusters Score -1158944 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1158954.750000 Penalty: 4571.345215
	Iteration 39Q: 3 clusters Score -1158955 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1158963.875000 Penalty: 4571.345215
	Iteration 40F: 3 clusters Score -1158964 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1158973.000000 Penalty: 4571.345215
	Iteration 41Q: 3 clusters Score -1158973 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1158984.125000 Penalty: 4571.345215
	Iteration 42Q: 3 clusters Score -1158984 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1158989.750000 Penalty: 4571.345215
	Iteration 43Q: 3 clusters Score -1158990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1158997.250000 Penalty: 4571.345215
	Iteration 44Q: 3 clusters Score -1158997 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1159003.875000 Penalty: 4571.345215
	Iteration 45Q: 3 clusters Score -1159004 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1159006.500000 Penalty: 4571.345215
	Iteration 46Q: 3 clusters Score -1159006 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1159011.875000 Penalty: 4571.345215
	Iteration 47Q: 3 clusters Score -1159012 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1159018.750000 Penalty: 4571.345215
	Iteration 48Q: 3 clusters Score -1159019 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1159025.375000 Penalty: 4571.345215
	Iteration 49Q: 3 clusters Score -1159025 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1159032.125000 Penalty: 4571.345215
	Iteration 50Q: 3 clusters Score -1159032 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1159035.125000 Penalty: 4571.345215
	Iteration 51Q: 3 clusters Score -1159035 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1159045.375000 Penalty: 4571.345215
	Iteration 52Q: 3 clusters Score -1159045 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1159048.375000 Penalty: 4571.345215
	Iteration 53Q: 3 clusters Score -1159048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1159053.750000 Penalty: 4571.345215
	Iteration 54Q: 3 clusters Score -1159054 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1159057.875000 Penalty: 4571.345215
	Iteration 55Q: 3 clusters Score -1159058 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1159065.625000 Penalty: 4571.345215
	Iteration 56Q: 3 clusters Score -1159066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1159069.750000 Penalty: 4571.345215
	Iteration 57Q: 3 clusters Score -1159070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1159074.250000 Penalty: 4571.345215
	Iteration 58Q: 3 clusters Score -1159074 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1159084.875000 Penalty: 4571.345215
	Iteration 59Q: 3 clusters Score -1159085 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1159092.125000 Penalty: 4571.345215
	Iteration 60F: 3 clusters Score -1159092 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1159098.125000 Penalty: 4571.345215
	Iteration 61Q: 3 clusters Score -1159098 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1159105.375000 Penalty: 4571.345215
	Iteration 62Q: 3 clusters Score -1159105 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1159109.750000 Penalty: 4571.345215
	Iteration 63Q: 3 clusters Score -1159110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1159112.375000 Penalty: 4571.345215
	Iteration 64Q: 3 clusters Score -1159112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1159115.750000 Penalty: 4571.345215
	Iteration 65Q: 3 clusters Score -1159116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1159119.125000 Penalty: 4571.345215
	Iteration 66Q: 3 clusters Score -1159119 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1159121.250000 Penalty: 4571.345215
	Iteration 67Q: 3 clusters Score -1159121 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1159121.375000 Penalty: 4571.345215
	Iteration 68Q: 3 clusters Score -1159121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1159126.375000 Penalty: 4571.345215
	Iteration 69Q: 3 clusters Score -1159126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1159127.750000 Penalty: 4571.345215
	Iteration 70Q: 3 clusters Score -1159128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1159130.000000 Penalty: 4571.345215
	Iteration 71Q: 3 clusters Score -1159130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1159133.500000 Penalty: 4571.345215
	Iteration 72Q: 3 clusters Score -1159134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1159133.875000 Penalty: 4571.345215
	Iteration 73Q: 3 clusters Score -1159134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1159133.500000 Penalty: 4571.345215
	Iteration 74Q: 3 clusters Score -1159134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1159132.250000 Penalty: 4571.345215
	Iteration 75Q: 3 clusters Score -1159132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1159132.250000 Penalty: 4571.345215
	Iteration 76F: 3 clusters Score -1159132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Entering Unmasked Estep 
Score: -1023593.750000 Penalty: 2258.393066
	Iteration 0F: 2 clusters Score -1023594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1016512.375000 Penalty: 4516.786133
	Iteration 0F: 3 clusters Score -1016512 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1018655.312500 Penalty: 4516.786133
	Iteration 1F: 3 clusters Score -1018655 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1019085.437500 Penalty: 4516.786133
	Iteration 2F: 3 clusters Score -1019085 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1019472.562500 Penalty: 4516.786133
	Iteration 3F: 3 clusters Score -1019473 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1019924.687500 Penalty: 4516.786133
	Iteration 4F: 3 clusters Score -1019925 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1020427.750000 Penalty: 4516.786133
	Iteration 5F: 3 clusters Score -1020428 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1020934.437500 Penalty: 4516.786133
	Iteration 6F: 3 clusters Score -1020934 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1021381.625000 Penalty: 4516.786133
	Iteration 7F: 3 clusters Score -1021382 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1021792.250000 Penalty: 4516.786133
	Iteration 8Q: 3 clusters Score -1021792 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1022087.562500 Penalty: 4516.786133
	Iteration 9Q: 3 clusters Score -1022088 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1022227.125000 Penalty: 4516.786133
	Iteration 10Q: 3 clusters Score -1022227 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1022294.250000 Penalty: 4516.786133
	Iteration 11Q: 3 clusters Score -1022294 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1022327.187500 Penalty: 4516.786133
	Iteration 12Q: 3 clusters Score -1022327 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1022339.875000 Penalty: 4516.786133
	Iteration 13Q: 3 clusters Score -1022340 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1022349.187500 Penalty: 4516.786133
	Iteration 14Q: 3 clusters Score -1022349 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1022354.062500 Penalty: 4516.786133
	Iteration 15Q: 3 clusters Score -1022354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1022360.562500 Penalty: 4516.786133
	Iteration 16Q: 3 clusters Score -1022361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1022359.312500 Penalty: 4516.786133
	Iteration 17Q: 3 clusters Score -1022359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1022360.687500 Penalty: 4516.786133
	Iteration 18Q: 3 clusters Score -1022361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1022365.437500 Penalty: 4516.786133
	Iteration 19Q: 3 clusters Score -1022365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1022365.187500 Penalty: 4516.786133
	Iteration 20F: 3 clusters Score -1022365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1022366.812500 Penalty: 4516.786133
	Iteration 21Q: 3 clusters Score -1022367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1022365.562500 Penalty: 4516.786133
	Iteration 22Q: 3 clusters Score -1022366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1022365.562500 Penalty: 4516.786133
	Iteration 23F: 3 clusters Score -1022366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Entering Unmasked Estep 
Score: -1675690.375000 Penalty: 2381.005127
	Iteration 0F: 2 clusters Score -1675690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1665051.750000 Penalty: 4762.010254
	Iteration 0F: 3 clusters Score -1665052 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1668763.250000 Penalty: 4762.010254
	Iteration 1F: 3 clusters Score -1668763 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1669585.500000 Penalty: 4762.010254
	Iteration 2F: 3 clusters Score -1669586 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1670602.500000 Penalty: 4762.010254
	Iteration 3F: 3 clusters Score -1670602 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1671775.250000 Penalty: 4762.010254
	Iteration 4F: 3 clusters Score -1671775 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1672774.500000 Penalty: 4762.010254
	Iteration 5F: 3 clusters Score -1672774 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1673561.875000 Penalty: 4762.010254
	Iteration 6F: 3 clusters Score -1673562 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1674086.250000 Penalty: 4762.010254
	Iteration 7F: 3 clusters Score -1674086 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1674452.125000 Penalty: 4762.010254
	Iteration 8Q: 3 clusters Score -1674452 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1674672.750000 Penalty: 4762.010254
	Iteration 9Q: 3 clusters Score -1674673 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1674800.125000 Penalty: 4762.010254
	Iteration 10Q: 3 clusters Score -1674800 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1674871.875000 Penalty: 4762.010254
	Iteration 11Q: 3 clusters Score -1674872 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1674922.125000 Penalty: 4762.010254
	Iteration 12Q: 3 clusters Score -1674922 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1674954.625000 Penalty: 4762.010254
	Iteration 13Q: 3 clusters Score -1674955 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1674985.250000 Penalty: 4762.010254
	Iteration 14Q: 3 clusters Score -1674985 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1675010.750000 Penalty: 4762.010254
	Iteration 15Q: 3 clusters Score -1675011 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1675028.750000 Penalty: 4762.010254
	Iteration 16Q: 3 clusters Score -1675029 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1675047.375000 Penalty: 4762.010254
	Iteration 17Q: 3 clusters Score -1675047 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1675063.750000 Penalty: 4762.010254
	Iteration 18Q: 3 clusters Score -1675064 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1675085.625000 Penalty: 4762.010254
	Iteration 19Q: 3 clusters Score -1675086 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1675089.500000 Penalty: 4762.010254
	Iteration 20F: 3 clusters Score -1675090 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1675107.000000 Penalty: 4762.010254
	Iteration 21Q: 3 clusters Score -1675107 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1675113.750000 Penalty: 4762.010254
	Iteration 22Q: 3 clusters Score -1675114 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1675131.000000 Penalty: 4762.010254
	Iteration 23Q: 3 clusters Score -1675131 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1675141.375000 Penalty: 4762.010254
	Iteration 24Q: 3 clusters Score -1675141 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1675149.625000 Penalty: 4762.010254
	Iteration 25Q: 3 clusters Score -1675150 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1675153.625000 Penalty: 4762.010254
	Iteration 26Q: 3 clusters Score -1675154 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1675161.125000 Penalty: 4762.010254
	Iteration 27Q: 3 clusters Score -1675161 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1675166.875000 Penalty: 4762.010254
	Iteration 28Q: 3 clusters Score -1675167 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1675172.625000 Penalty: 4762.010254
	Iteration 29Q: 3 clusters Score -1675173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1675170.000000 Penalty: 4762.010254
	Iteration 30Q: 3 clusters Score -1675170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1675174.500000 Penalty: 4762.010254
	Iteration 31Q: 3 clusters Score -1675174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1675171.125000 Penalty: 4762.010254
	Iteration 32Q: 3 clusters Score -1675171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1675168.750000 Penalty: 4762.010254
	Iteration 33Q: 3 clusters Score -1675169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1675172.750000 Penalty: 4762.010254
	Iteration 34Q: 3 clusters Score -1675173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1675173.750000 Penalty: 4762.010254
	Iteration 35Q: 3 clusters Score -1675174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1675177.625000 Penalty: 4762.010254
	Iteration 36Q: 3 clusters Score -1675178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1675182.500000 Penalty: 4762.010254
	Iteration 37Q: 3 clusters Score -1675182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1675184.000000 Penalty: 4762.010254
	Iteration 38Q: 3 clusters Score -1675184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1675191.000000 Penalty: 4762.010254
	Iteration 39Q: 3 clusters Score -1675191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1675188.875000 Penalty: 4762.010254
	Iteration 40F: 3 clusters Score -1675189 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1675189.000000 Penalty: 4762.010254
	Iteration 41Q: 3 clusters Score -1675189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1675188.875000 Penalty: 4762.010254
	Iteration 42Q: 3 clusters Score -1675189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1675191.625000 Penalty: 4762.010254
	Iteration 43Q: 3 clusters Score -1675192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1675194.250000 Penalty: 4762.010254
	Iteration 44Q: 3 clusters Score -1675194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1675196.875000 Penalty: 4762.010254
	Iteration 45Q: 3 clusters Score -1675197 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1675199.000000 Penalty: 4762.010254
	Iteration 46Q: 3 clusters Score -1675199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1675199.250000 Penalty: 4762.010254
	Iteration 47Q: 3 clusters Score -1675199 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1675206.500000 Penalty: 4762.010254
	Iteration 48Q: 3 clusters Score -1675206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1675209.000000 Penalty: 4762.010254
	Iteration 49Q: 3 clusters Score -1675209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1675211.375000 Penalty: 4762.010254
	Iteration 50Q: 3 clusters Score -1675211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1675209.875000 Penalty: 4762.010254
	Iteration 51Q: 3 clusters Score -1675210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1675214.625000 Penalty: 4762.010254
	Iteration 52Q: 3 clusters Score -1675215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1675210.000000 Penalty: 4762.010254
	Iteration 53Q: 3 clusters Score -1675210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1675209.250000 Penalty: 4762.010254
	Iteration 54Q: 3 clusters Score -1675209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1675210.125000 Penalty: 4762.010254
	Iteration 55Q: 3 clusters Score -1675210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1675211.875000 Penalty: 4762.010254
	Iteration 56Q: 3 clusters Score -1675212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1675212.750000 Penalty: 4762.010254
	Iteration 57Q: 3 clusters Score -1675213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1675213.250000 Penalty: 4762.010254
	Iteration 58Q: 3 clusters Score -1675213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1675215.500000 Penalty: 4762.010254
	Iteration 59Q: 3 clusters Score -1675216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1675213.500000 Penalty: 4762.010254
	Iteration 60F: 3 clusters Score -1675214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1675215.500000 Penalty: 4762.010254
	Iteration 61Q: 3 clusters Score -1675216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1675216.625000 Penalty: 4762.010254
	Iteration 62Q: 3 clusters Score -1675217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1675222.125000 Penalty: 4762.010254
	Iteration 63Q: 3 clusters Score -1675222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1675226.875000 Penalty: 4762.010254
	Iteration 64Q: 3 clusters Score -1675227 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1675222.000000 Penalty: 4762.010254
	Iteration 65Q: 3 clusters Score -1675222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1675228.750000 Penalty: 4762.010254
	Iteration 66Q: 3 clusters Score -1675229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1675233.500000 Penalty: 4762.010254
	Iteration 67Q: 3 clusters Score -1675234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1675234.750000 Penalty: 4762.010254
	Iteration 68Q: 3 clusters Score -1675235 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1675235.750000 Penalty: 4762.010254
	Iteration 69Q: 3 clusters Score -1675236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1675234.750000 Penalty: 4762.010254
	Iteration 70Q: 3 clusters Score -1675235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1675234.375000 Penalty: 4762.010254
	Iteration 71Q: 3 clusters Score -1675234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1675238.375000 Penalty: 4762.010254
	Iteration 72Q: 3 clusters Score -1675238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1675240.500000 Penalty: 4762.010254
	Iteration 73Q: 3 clusters Score -1675240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1675245.000000 Penalty: 4762.010254
	Iteration 74Q: 3 clusters Score -1675245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1675249.875000 Penalty: 4762.010254
	Iteration 75Q: 3 clusters Score -1675250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1675252.250000 Penalty: 4762.010254
	Iteration 76Q: 3 clusters Score -1675252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1675251.000000 Penalty: 4762.010254
	Iteration 77Q: 3 clusters Score -1675251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1675249.625000 Penalty: 4762.010254
	Iteration 78Q: 3 clusters Score -1675250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1675250.375000 Penalty: 4762.010254
	Iteration 79Q: 3 clusters Score -1675250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1675252.375000 Penalty: 4762.010254
	Iteration 80F: 3 clusters Score -1675252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1675252.250000 Penalty: 4762.010254
	Iteration 81Q: 3 clusters Score -1675252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1675254.375000 Penalty: 4762.010254
	Iteration 82Q: 3 clusters Score -1675254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1675252.125000 Penalty: 4762.010254
	Iteration 83Q: 3 clusters Score -1675252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1675254.875000 Penalty: 4762.010254
	Iteration 84Q: 3 clusters Score -1675255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1675255.000000 Penalty: 4762.010254
	Iteration 85Q: 3 clusters Score -1675255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1675252.500000 Penalty: 4762.010254
	Iteration 86Q: 3 clusters Score -1675252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1675252.125000 Penalty: 4762.010254
	Iteration 87Q: 3 clusters Score -1675252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1675255.000000 Penalty: 4762.010254
	Iteration 88Q: 3 clusters Score -1675255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1675255.000000 Penalty: 4762.010254
	Iteration 89F: 3 clusters Score -1675255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Entering Unmasked Estep 
Score: -1491401.750000 Penalty: 2335.645020
	Iteration 0F: 2 clusters Score -1491402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1482293.875000 Penalty: 4671.290039
	Iteration 0F: 3 clusters Score -1482294 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1485098.000000 Penalty: 4671.290039
	Iteration 1F: 3 clusters Score -1485098 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1485418.875000 Penalty: 4671.290039
	Iteration 2F: 3 clusters Score -1485419 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1485633.250000 Penalty: 4671.290039
	Iteration 3Q: 3 clusters Score -1485633 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1485817.250000 Penalty: 4671.290039
	Iteration 4Q: 3 clusters Score -1485817 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1485987.125000 Penalty: 4671.290039
	Iteration 5Q: 3 clusters Score -1485987 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1486176.125000 Penalty: 4671.290039
	Iteration 6Q: 3 clusters Score -1486176 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1486384.375000 Penalty: 4671.290039
	Iteration 7Q: 3 clusters Score -1486384 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1486661.750000 Penalty: 4671.290039
	Iteration 8Q: 3 clusters Score -1486662 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1486983.750000 Penalty: 4671.290039
	Iteration 9Q: 3 clusters Score -1486984 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1487370.750000 Penalty: 4671.290039
	Iteration 10F: 3 clusters Score -1487371 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1487747.125000 Penalty: 4671.290039
	Iteration 11Q: 3 clusters Score -1487747 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1488095.125000 Penalty: 4671.290039
	Iteration 12Q: 3 clusters Score -1488095 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1488364.125000 Penalty: 4671.290039
	Iteration 13Q: 3 clusters Score -1488364 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1488584.250000 Penalty: 4671.290039
	Iteration 14Q: 3 clusters Score -1488584 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1488776.500000 Penalty: 4671.290039
	Iteration 15Q: 3 clusters Score -1488776 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1488916.750000 Penalty: 4671.290039
	Iteration 16Q: 3 clusters Score -1488917 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1489033.500000 Penalty: 4671.290039
	Iteration 17Q: 3 clusters Score -1489034 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1489135.000000 Penalty: 4671.290039
	Iteration 18Q: 3 clusters Score -1489135 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1489201.000000 Penalty: 4671.290039
	Iteration 19Q: 3 clusters Score -1489201 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1489259.625000 Penalty: 4671.290039
	Iteration 20F: 3 clusters Score -1489260 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1489308.750000 Penalty: 4671.290039
	Iteration 21Q: 3 clusters Score -1489309 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1489360.250000 Penalty: 4671.290039
	Iteration 22Q: 3 clusters Score -1489360 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1489405.375000 Penalty: 4671.290039
	Iteration 23Q: 3 clusters Score -1489405 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1489455.375000 Penalty: 4671.290039
	Iteration 24Q: 3 clusters Score -1489455 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1489491.125000 Penalty: 4671.290039
	Iteration 25Q: 3 clusters Score -1489491 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1489530.375000 Penalty: 4671.290039
	Iteration 26Q: 3 clusters Score -1489530 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1489567.500000 Penalty: 4671.290039
	Iteration 27Q: 3 clusters Score -1489568 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1489599.000000 Penalty: 4671.290039
	Iteration 28Q: 3 clusters Score -1489599 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1489624.375000 Penalty: 4671.290039
	Iteration 29Q: 3 clusters Score -1489624 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1489644.375000 Penalty: 4671.290039
	Iteration 30Q: 3 clusters Score -1489644 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1489660.000000 Penalty: 4671.290039
	Iteration 31Q: 3 clusters Score -1489660 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1489671.250000 Penalty: 4671.290039
	Iteration 32Q: 3 clusters Score -1489671 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1489682.000000 Penalty: 4671.290039
	Iteration 33Q: 3 clusters Score -1489682 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1489691.500000 Penalty: 4671.290039
	Iteration 34Q: 3 clusters Score -1489692 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1489702.375000 Penalty: 4671.290039
	Iteration 35Q: 3 clusters Score -1489702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1489708.125000 Penalty: 4671.290039
	Iteration 36Q: 3 clusters Score -1489708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1489708.250000 Penalty: 4671.290039
	Iteration 37Q: 3 clusters Score -1489708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1489709.625000 Penalty: 4671.290039
	Iteration 38Q: 3 clusters Score -1489710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1489713.500000 Penalty: 4671.290039
	Iteration 39Q: 3 clusters Score -1489714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1489729.375000 Penalty: 4671.290039
	Iteration 40F: 3 clusters Score -1489729 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1489734.500000 Penalty: 4671.290039
	Iteration 41Q: 3 clusters Score -1489734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1489741.000000 Penalty: 4671.290039
	Iteration 42Q: 3 clusters Score -1489741 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1489745.750000 Penalty: 4671.290039
	Iteration 43Q: 3 clusters Score -1489746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1489747.375000 Penalty: 4671.290039
	Iteration 44Q: 3 clusters Score -1489747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1489751.500000 Penalty: 4671.290039
	Iteration 45Q: 3 clusters Score -1489752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1489753.875000 Penalty: 4671.290039
	Iteration 46Q: 3 clusters Score -1489754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1489756.000000 Penalty: 4671.290039
	Iteration 47Q: 3 clusters Score -1489756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1489756.375000 Penalty: 4671.290039
	Iteration 48Q: 3 clusters Score -1489756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1489758.625000 Penalty: 4671.290039
	Iteration 49Q: 3 clusters Score -1489759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1489760.500000 Penalty: 4671.290039
	Iteration 50Q: 3 clusters Score -1489760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1489758.750000 Penalty: 4671.290039
	Iteration 51Q: 3 clusters Score -1489759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1489762.750000 Penalty: 4671.290039
	Iteration 52Q: 3 clusters Score -1489763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1489762.750000 Penalty: 4671.290039
	Iteration 53F: 3 clusters Score -1489763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (171713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171713 members 
Entering Unmasked Estep 
Score: -20977500.000000 Penalty: 2989.287598
	Iteration 0F: 2 clusters Score -2.09775e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85997 members 
Mstep: Class 2 contains 85716 members 
Entering Unmasked Estep 
Score: -20862596.000000 Penalty: 5978.575195
	Iteration 0F: 3 clusters Score -2.08626e+07 nChanged 82222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88753 members 
Mstep: Class 2 contains 82960 members 
Entering Unmasked Estep 
Score: -20910336.000000 Penalty: 5978.575195
	Iteration 1F: 3 clusters Score -2.091034e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90649 members 
Mstep: Class 2 contains 81064 members 
Entering Unmasked Estep 
Score: -20911572.000000 Penalty: 5978.575195
	Iteration 2Q: 3 clusters Score -2.091157e+07 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93602 members 
Mstep: Class 2 contains 78111 members 
Entering Unmasked Estep 
Score: -20913030.000000 Penalty: 5978.575195
	Iteration 3Q: 3 clusters Score -2.091303e+07 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98160 members 
Mstep: Class 2 contains 73553 members 
Entering Unmasked Estep 
Score: -20915514.000000 Penalty: 5978.575195
	Iteration 4Q: 3 clusters Score -2.091551e+07 nChanged 8370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105042 members 
Mstep: Class 2 contains 66671 members 
Entering Unmasked Estep 
Score: -20919292.000000 Penalty: 5978.575195
	Iteration 5Q: 3 clusters Score -2.091929e+07 nChanged 10594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114580 members 
Mstep: Class 2 contains 57133 members 
Entering Unmasked Estep 
Score: -20925630.000000 Penalty: 5978.575195
	Iteration 6F: 3 clusters Score -2.092563e+07 nChanged 12752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126652 members 
Mstep: Class 2 contains 45061 members 
Entering Unmasked Estep 
Score: -20934794.000000 Penalty: 5978.575195
	Iteration 7F: 3 clusters Score -2.093479e+07 nChanged 13700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140034 members 
Mstep: Class 2 contains 31679 members 
Entering Unmasked Estep 
Score: -20946240.000000 Penalty: 5978.575195
	Iteration 8F: 3 clusters Score -2.094624e+07 nChanged 12601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152523 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -20957752.000000 Penalty: 5978.575195
	Iteration 9F: 3 clusters Score -2.095775e+07 nChanged 9328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161827 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -20966392.000000 Penalty: 5978.575195
	Iteration 10F: 3 clusters Score -2.096639e+07 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167193 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -20971164.000000 Penalty: 5978.575195
	Iteration 11Q: 3 clusters Score -2.097116e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169698 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -20973272.000000 Penalty: 5978.575195
	Iteration 12Q: 3 clusters Score -2.097327e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170710 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -20974160.000000 Penalty: 5978.575195
	Iteration 13Q: 3 clusters Score -2.097416e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171090 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -20974538.000000 Penalty: 5978.575195
	Iteration 14Q: 3 clusters Score -2.097454e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171230 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -20974676.000000 Penalty: 5978.575195
	Iteration 15Q: 3 clusters Score -2.097468e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171284 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -20974752.000000 Penalty: 5978.575195
	Iteration 16Q: 3 clusters Score -2.097475e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171324 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -20974796.000000 Penalty: 5978.575195
	Iteration 17Q: 3 clusters Score -2.09748e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171339 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -20974834.000000 Penalty: 5978.575195
	Iteration 18Q: 3 clusters Score -2.097483e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171346 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -20974838.000000 Penalty: 5978.575195
	Iteration 19Q: 3 clusters Score -2.097484e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171352 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -20974848.000000 Penalty: 5978.575195
	Iteration 20F: 3 clusters Score -2.097485e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171356 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -20974848.000000 Penalty: 5978.575195
	Iteration 21Q: 3 clusters Score -2.097485e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171357 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -20974852.000000 Penalty: 5978.575195
	Iteration 22Q: 3 clusters Score -2.097485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171357 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -20974860.000000 Penalty: 5978.575195
	Iteration 23Q: 3 clusters Score -2.097486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171356 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -20974860.000000 Penalty: 5978.575195
	Iteration 24Q: 3 clusters Score -2.097486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171359 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -20974864.000000 Penalty: 5978.575195
	Iteration 25Q: 3 clusters Score -2.097486e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171361 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -20974858.000000 Penalty: 5978.575195
	Iteration 26Q: 3 clusters Score -2.097486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171364 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -20974860.000000 Penalty: 5978.575195
	Iteration 27Q: 3 clusters Score -2.097486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171365 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -20974866.000000 Penalty: 5978.575195
	Iteration 28Q: 3 clusters Score -2.097487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171363 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -20974864.000000 Penalty: 5978.575195
	Iteration 29Q: 3 clusters Score -2.097486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171362 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -20974852.000000 Penalty: 5978.575195
	Iteration 30Q: 3 clusters Score -2.097485e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171363 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -20974864.000000 Penalty: 5978.575195
	Iteration 31Q: 3 clusters Score -2.097486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171364 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -20974876.000000 Penalty: 5978.575195
	Iteration 32Q: 3 clusters Score -2.097488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171365 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -20974868.000000 Penalty: 5978.575195
	Iteration 33Q: 3 clusters Score -2.097487e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171368 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -20974870.000000 Penalty: 5978.575195
	Iteration 34Q: 3 clusters Score -2.097487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171368 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -20974878.000000 Penalty: 5978.575195
	Iteration 35Q: 3 clusters Score -2.097488e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171368 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -20974878.000000 Penalty: 5978.575195
	Iteration 36F: 3 clusters Score -2.097488e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (30073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30073 members 
Entering Unmasked Estep 
Score: -3403757.250000 Penalty: 2557.223145
	Iteration 0F: 2 clusters Score -3403757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -3383191.750000 Penalty: 5114.446289
	Iteration 0F: 3 clusters Score -3383192 nChanged 13526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -3390669.500000 Penalty: 5114.446289
	Iteration 1F: 3 clusters Score -3390670 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -3391407.250000 Penalty: 5114.446289
	Iteration 2F: 3 clusters Score -3391407 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -3392239.000000 Penalty: 5114.446289
	Iteration 3F: 3 clusters Score -3392239 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -3393277.500000 Penalty: 5114.446289
	Iteration 4F: 3 clusters Score -3393278 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -3394441.750000 Penalty: 5114.446289
	Iteration 5F: 3 clusters Score -3394442 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -3395653.000000 Penalty: 5114.446289
	Iteration 6F: 3 clusters Score -3395653 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -3396847.250000 Penalty: 5114.446289
	Iteration 7F: 3 clusters Score -3396847 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -3397835.000000 Penalty: 5114.446289
	Iteration 8F: 3 clusters Score -3397835 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -3398649.000000 Penalty: 5114.446289
	Iteration 9Q: 3 clusters Score -3398649 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -3399313.750000 Penalty: 5114.446289
	Iteration 10Q: 3 clusters Score -3399314 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -3399910.500000 Penalty: 5114.446289
	Iteration 11Q: 3 clusters Score -3399910 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -3400418.000000 Penalty: 5114.446289
	Iteration 12Q: 3 clusters Score -3400418 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -3400901.000000 Penalty: 5114.446289
	Iteration 13Q: 3 clusters Score -3400901 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -3401321.750000 Penalty: 5114.446289
	Iteration 14Q: 3 clusters Score -3401322 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -3401654.250000 Penalty: 5114.446289
	Iteration 15Q: 3 clusters Score -3401654 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -3401886.000000 Penalty: 5114.446289
	Iteration 16Q: 3 clusters Score -3401886 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3402073.250000 Penalty: 5114.446289
	Iteration 17Q: 3 clusters Score -3402073 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -3402226.750000 Penalty: 5114.446289
	Iteration 18Q: 3 clusters Score -3402227 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28590 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3402346.250000 Penalty: 5114.446289
	Iteration 19Q: 3 clusters Score -3402346 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3402405.500000 Penalty: 5114.446289
	Iteration 20F: 3 clusters Score -3402406 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3402433.250000 Penalty: 5114.446289
	Iteration 21Q: 3 clusters Score -3402433 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3402452.250000 Penalty: 5114.446289
	Iteration 22Q: 3 clusters Score -3402452 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3402465.250000 Penalty: 5114.446289
	Iteration 23Q: 3 clusters Score -3402465 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -3402483.250000 Penalty: 5114.446289
	Iteration 24Q: 3 clusters Score -3402483 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3402499.000000 Penalty: 5114.446289
	Iteration 25Q: 3 clusters Score -3402499 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3402504.250000 Penalty: 5114.446289
	Iteration 26Q: 3 clusters Score -3402504 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3402517.250000 Penalty: 5114.446289
	Iteration 27Q: 3 clusters Score -3402517 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3402521.750000 Penalty: 5114.446289
	Iteration 28Q: 3 clusters Score -3402522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3402536.500000 Penalty: 5114.446289
	Iteration 29Q: 3 clusters Score -3402536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3402546.750000 Penalty: 5114.446289
	Iteration 30Q: 3 clusters Score -3402547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28884 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3402559.000000 Penalty: 5114.446289
	Iteration 31Q: 3 clusters Score -3402559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3402560.500000 Penalty: 5114.446289
	Iteration 32Q: 3 clusters Score -3402560 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3402559.250000 Penalty: 5114.446289
	Iteration 33Q: 3 clusters Score -3402559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3402562.500000 Penalty: 5114.446289
	Iteration 34Q: 3 clusters Score -3402562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28911 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3402569.000000 Penalty: 5114.446289
	Iteration 35Q: 3 clusters Score -3402569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28911 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3402572.250000 Penalty: 5114.446289
	Iteration 36Q: 3 clusters Score -3402572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3402570.250000 Penalty: 5114.446289
	Iteration 37Q: 3 clusters Score -3402570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3402570.500000 Penalty: 5114.446289
	Iteration 38Q: 3 clusters Score -3402570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3402572.500000 Penalty: 5114.446289
	Iteration 39Q: 3 clusters Score -3402572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3402575.250000 Penalty: 5114.446289
	Iteration 40F: 3 clusters Score -3402575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3402574.500000 Penalty: 5114.446289
	Iteration 41Q: 3 clusters Score -3402574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3402574.250000 Penalty: 5114.446289
	Iteration 42Q: 3 clusters Score -3402574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3402573.750000 Penalty: 5114.446289
	Iteration 43Q: 3 clusters Score -3402574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3402574.250000 Penalty: 5114.446289
	Iteration 44Q: 3 clusters Score -3402574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3402574.250000 Penalty: 5114.446289
	Iteration 45F: 3 clusters Score -3402574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (25381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Entering Unmasked Estep 
Score: -3019043.250000 Penalty: 2515.155518
	Iteration 0F: 2 clusters Score -3019043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -3001400.000000 Penalty: 5030.311035
	Iteration 0F: 3 clusters Score -3001400 nChanged 11336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -3007580.750000 Penalty: 5030.311035
	Iteration 1F: 3 clusters Score -3007581 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -3008118.500000 Penalty: 5030.311035
	Iteration 2F: 3 clusters Score -3008118 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -3008710.750000 Penalty: 5030.311035
	Iteration 3Q: 3 clusters Score -3008711 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -3009388.750000 Penalty: 5030.311035
	Iteration 4Q: 3 clusters Score -3009389 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -3010192.000000 Penalty: 5030.311035
	Iteration 5Q: 3 clusters Score -3010192 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -3011097.000000 Penalty: 5030.311035
	Iteration 6F: 3 clusters Score -3011097 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -3011915.500000 Penalty: 5030.311035
	Iteration 7Q: 3 clusters Score -3011916 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -3012614.250000 Penalty: 5030.311035
	Iteration 8Q: 3 clusters Score -3012614 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -3013211.250000 Penalty: 5030.311035
	Iteration 9Q: 3 clusters Score -3013211 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -3013722.500000 Penalty: 5030.311035
	Iteration 10Q: 3 clusters Score -3013722 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -3014169.000000 Penalty: 5030.311035
	Iteration 11Q: 3 clusters Score -3014169 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -3014606.500000 Penalty: 5030.311035
	Iteration 12Q: 3 clusters Score -3014606 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -3014966.250000 Penalty: 5030.311035
	Iteration 13Q: 3 clusters Score -3014966 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -3015298.000000 Penalty: 5030.311035
	Iteration 14Q: 3 clusters Score -3015298 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -3015592.250000 Penalty: 5030.311035
	Iteration 15Q: 3 clusters Score -3015592 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -3015891.750000 Penalty: 5030.311035
	Iteration 16Q: 3 clusters Score -3015892 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -3016130.000000 Penalty: 5030.311035
	Iteration 17Q: 3 clusters Score -3016130 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -3016329.000000 Penalty: 5030.311035
	Iteration 18Q: 3 clusters Score -3016329 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -3016466.500000 Penalty: 5030.311035
	Iteration 19Q: 3 clusters Score -3016466 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
Score: -3016607.000000 Penalty: 5030.311035
	Iteration 20F: 3 clusters Score -3016607 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -3016700.250000 Penalty: 5030.311035
	Iteration 21Q: 3 clusters Score -3016700 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -3016772.500000 Penalty: 5030.311035
	Iteration 22Q: 3 clusters Score -3016772 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -3016827.000000 Penalty: 5030.311035
	Iteration 23Q: 3 clusters Score -3016827 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -3016889.750000 Penalty: 5030.311035
	Iteration 24Q: 3 clusters Score -3016890 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -3016915.750000 Penalty: 5030.311035
	Iteration 25Q: 3 clusters Score -3016916 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -3016943.250000 Penalty: 5030.311035
	Iteration 26Q: 3 clusters Score -3016943 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -3016960.500000 Penalty: 5030.311035
	Iteration 27Q: 3 clusters Score -3016960 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -3016962.750000 Penalty: 5030.311035
	Iteration 28Q: 3 clusters Score -3016963 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -3016969.750000 Penalty: 5030.311035
	Iteration 29Q: 3 clusters Score -3016970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -3016980.000000 Penalty: 5030.311035
	Iteration 30Q: 3 clusters Score -3016980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -3016980.500000 Penalty: 5030.311035
	Iteration 31Q: 3 clusters Score -3016980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -3016987.750000 Penalty: 5030.311035
	Iteration 32Q: 3 clusters Score -3016988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -3016983.500000 Penalty: 5030.311035
	Iteration 33Q: 3 clusters Score -3016984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -3016992.000000 Penalty: 5030.311035
	Iteration 34Q: 3 clusters Score -3016992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 24555 members 
Entering Unmasked Estep 
Score: -3016999.500000 Penalty: 5030.311035
	Iteration 35Q: 3 clusters Score -3017000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -3017001.250000 Penalty: 5030.311035
	Iteration 36Q: 3 clusters Score -3017001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -3017009.000000 Penalty: 5030.311035
	Iteration 37Q: 3 clusters Score -3017009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -3017012.500000 Penalty: 5030.311035
	Iteration 38Q: 3 clusters Score -3017012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
Score: -3017011.250000 Penalty: 5030.311035
	Iteration 39Q: 3 clusters Score -3017011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -3017012.750000 Penalty: 5030.311035
	Iteration 40F: 3 clusters Score -3017013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -3017012.750000 Penalty: 5030.311035
	Iteration 41Q: 3 clusters Score -3017013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -3017011.250000 Penalty: 5030.311035
	Iteration 42Q: 3 clusters Score -3017011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -3017014.000000 Penalty: 5030.311035
	Iteration 43Q: 3 clusters Score -3017014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 24586 members 
Entering Unmasked Estep 
Score: -3017012.500000 Penalty: 5030.311035
	Iteration 44Q: 3 clusters Score -3017012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 24586 members 
Entering Unmasked Estep 
Score: -3017012.500000 Penalty: 5030.311035
	Iteration 45F: 3 clusters Score -3017012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (82343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82343 members 
Entering Unmasked Estep 
Score: -10054830.000000 Penalty: 2807.024902
	Iteration 0F: 2 clusters Score -1.005483e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41305 members 
Mstep: Class 2 contains 41038 members 
Entering Unmasked Estep 
Score: -9999859.000000 Penalty: 5614.049805
	Iteration 0F: 3 clusters Score -9999859 nChanged 38641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43840 members 
Mstep: Class 2 contains 38503 members 
Entering Unmasked Estep 
Score: -10021909.000000 Penalty: 5614.049805
	Iteration 1F: 3 clusters Score -1.002191e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45722 members 
Mstep: Class 2 contains 36621 members 
Entering Unmasked Estep 
Score: -10023003.000000 Penalty: 5614.049805
	Iteration 2Q: 3 clusters Score -1.0023e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48597 members 
Mstep: Class 2 contains 33746 members 
Entering Unmasked Estep 
Score: -10024793.000000 Penalty: 5614.049805
	Iteration 3Q: 3 clusters Score -1.002479e+07 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52658 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -10027342.000000 Penalty: 5614.049805
	Iteration 4F: 3 clusters Score -1.002734e+07 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57888 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -10031143.000000 Penalty: 5614.049805
	Iteration 5F: 3 clusters Score -1.003114e+07 nChanged 6344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63844 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -10036213.000000 Penalty: 5614.049805
	Iteration 6F: 3 clusters Score -1.003621e+07 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69746 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -10041382.000000 Penalty: 5614.049805
	Iteration 7F: 3 clusters Score -1.004138e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74760 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -10045983.000000 Penalty: 5614.049805
	Iteration 8F: 3 clusters Score -1.004598e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78271 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -10049103.000000 Penalty: 5614.049805
	Iteration 9Q: 3 clusters Score -1.00491e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80272 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -10050824.000000 Penalty: 5614.049805
	Iteration 10Q: 3 clusters Score -1.005082e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81247 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -10051639.000000 Penalty: 5614.049805
	Iteration 11Q: 3 clusters Score -1.005164e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81663 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -10052017.000000 Penalty: 5614.049805
	Iteration 12Q: 3 clusters Score -1.005202e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81844 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -10052184.000000 Penalty: 5614.049805
	Iteration 13Q: 3 clusters Score -1.005218e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81917 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -10052287.000000 Penalty: 5614.049805
	Iteration 14Q: 3 clusters Score -1.005229e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81952 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -10052336.000000 Penalty: 5614.049805
	Iteration 15Q: 3 clusters Score -1.005234e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81981 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -10052374.000000 Penalty: 5614.049805
	Iteration 16Q: 3 clusters Score -1.005237e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81993 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -10052389.000000 Penalty: 5614.049805
	Iteration 17Q: 3 clusters Score -1.005239e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81998 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -10052399.000000 Penalty: 5614.049805
	Iteration 18Q: 3 clusters Score -1.00524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82001 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -10052398.000000 Penalty: 5614.049805
	Iteration 19Q: 3 clusters Score -1.00524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82006 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -10052414.000000 Penalty: 5614.049805
	Iteration 20F: 3 clusters Score -1.005241e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82008 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -10052408.000000 Penalty: 5614.049805
	Iteration 21Q: 3 clusters Score -1.005241e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82011 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -10052418.000000 Penalty: 5614.049805
	Iteration 22Q: 3 clusters Score -1.005242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82013 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -10052424.000000 Penalty: 5614.049805
	Iteration 23Q: 3 clusters Score -1.005242e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82016 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -10052423.000000 Penalty: 5614.049805
	Iteration 24Q: 3 clusters Score -1.005242e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82019 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -10052422.000000 Penalty: 5614.049805
	Iteration 25Q: 3 clusters Score -1.005242e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82022 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -10052430.000000 Penalty: 5614.049805
	Iteration 26Q: 3 clusters Score -1.005243e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82023 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -10052430.000000 Penalty: 5614.049805
	Iteration 27Q: 3 clusters Score -1.005243e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82023 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -10052435.000000 Penalty: 5614.049805
	Iteration 28Q: 3 clusters Score -1.005244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82027 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -10052431.000000 Penalty: 5614.049805
	Iteration 29Q: 3 clusters Score -1.005243e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82027 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -10052431.000000 Penalty: 5614.049805
	Iteration 30F: 3 clusters Score -1.005243e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (24573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Entering Unmasked Estep 
Score: -2875912.500000 Penalty: 2507.132080
	Iteration 0F: 2 clusters Score -2875912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -2859037.750000 Penalty: 5014.264160
	Iteration 0F: 3 clusters Score -2859038 nChanged 10848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -2865593.750000 Penalty: 5014.264160
	Iteration 1F: 3 clusters Score -2865594 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -2866814.750000 Penalty: 5014.264160
	Iteration 2F: 3 clusters Score -2866815 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -2868194.250000 Penalty: 5014.264160
	Iteration 3F: 3 clusters Score -2868194 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -2869450.250000 Penalty: 5014.264160
	Iteration 4F: 3 clusters Score -2869450 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -2870345.500000 Penalty: 5014.264160
	Iteration 5F: 3 clusters Score -2870346 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -2870963.500000 Penalty: 5014.264160
	Iteration 6Q: 3 clusters Score -2870964 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -2871440.500000 Penalty: 5014.264160
	Iteration 7Q: 3 clusters Score -2871440 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -2871831.750000 Penalty: 5014.264160
	Iteration 8Q: 3 clusters Score -2871832 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -2872157.500000 Penalty: 5014.264160
	Iteration 9Q: 3 clusters Score -2872158 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -2872470.500000 Penalty: 5014.264160
	Iteration 10Q: 3 clusters Score -2872470 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -2872887.500000 Penalty: 5014.264160
	Iteration 11Q: 3 clusters Score -2872888 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -2873477.500000 Penalty: 5014.264160
	Iteration 12Q: 3 clusters Score -2873478 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -2873892.750000 Penalty: 5014.264160
	Iteration 13Q: 3 clusters Score -2873893 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -2874039.750000 Penalty: 5014.264160
	Iteration 14Q: 3 clusters Score -2874040 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -2874104.000000 Penalty: 5014.264160
	Iteration 15Q: 3 clusters Score -2874104 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -2874142.500000 Penalty: 5014.264160
	Iteration 16Q: 3 clusters Score -2874142 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -2874176.500000 Penalty: 5014.264160
	Iteration 17Q: 3 clusters Score -2874176 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -2874206.500000 Penalty: 5014.264160
	Iteration 18Q: 3 clusters Score -2874206 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -2874220.500000 Penalty: 5014.264160
	Iteration 19Q: 3 clusters Score -2874220 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -2874242.000000 Penalty: 5014.264160
	Iteration 20F: 3 clusters Score -2874242 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -2874251.500000 Penalty: 5014.264160
	Iteration 21Q: 3 clusters Score -2874252 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -2874259.500000 Penalty: 5014.264160
	Iteration 22Q: 3 clusters Score -2874260 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -2874276.250000 Penalty: 5014.264160
	Iteration 23Q: 3 clusters Score -2874276 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -2874293.250000 Penalty: 5014.264160
	Iteration 24Q: 3 clusters Score -2874293 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -2874295.750000 Penalty: 5014.264160
	Iteration 25Q: 3 clusters Score -2874296 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -2874299.750000 Penalty: 5014.264160
	Iteration 26Q: 3 clusters Score -2874300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -2874303.500000 Penalty: 5014.264160
	Iteration 27Q: 3 clusters Score -2874304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -2874311.750000 Penalty: 5014.264160
	Iteration 28Q: 3 clusters Score -2874312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -2874312.250000 Penalty: 5014.264160
	Iteration 29Q: 3 clusters Score -2874312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -2874318.500000 Penalty: 5014.264160
	Iteration 30Q: 3 clusters Score -2874318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -2874325.250000 Penalty: 5014.264160
	Iteration 31Q: 3 clusters Score -2874325 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -2874330.750000 Penalty: 5014.264160
	Iteration 32Q: 3 clusters Score -2874331 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -2874337.250000 Penalty: 5014.264160
	Iteration 33Q: 3 clusters Score -2874337 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -2874346.000000 Penalty: 5014.264160
	Iteration 34Q: 3 clusters Score -2874346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -2874343.000000 Penalty: 5014.264160
	Iteration 35Q: 3 clusters Score -2874343 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -2874348.750000 Penalty: 5014.264160
	Iteration 36Q: 3 clusters Score -2874349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -2874353.500000 Penalty: 5014.264160
	Iteration 37Q: 3 clusters Score -2874354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -2874349.250000 Penalty: 5014.264160
	Iteration 38Q: 3 clusters Score -2874349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -2874351.500000 Penalty: 5014.264160
	Iteration 39Q: 3 clusters Score -2874352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -2874353.250000 Penalty: 5014.264160
	Iteration 40F: 3 clusters Score -2874353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -2874354.250000 Penalty: 5014.264160
	Iteration 41Q: 3 clusters Score -2874354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -2874358.250000 Penalty: 5014.264160
	Iteration 42Q: 3 clusters Score -2874358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -2874361.750000 Penalty: 5014.264160
	Iteration 43Q: 3 clusters Score -2874362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -2874365.500000 Penalty: 5014.264160
	Iteration 44Q: 3 clusters Score -2874366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -2874364.000000 Penalty: 5014.264160
	Iteration 45Q: 3 clusters Score -2874364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 22763 members 
Entering Unmasked Estep 
Score: -2874365.000000 Penalty: 5014.264160
	Iteration 46Q: 3 clusters Score -2874365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -2874362.500000 Penalty: 5014.264160
	Iteration 47Q: 3 clusters Score -2874362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -2874366.250000 Penalty: 5014.264160
	Iteration 48Q: 3 clusters Score -2874366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -2874365.750000 Penalty: 5014.264160
	Iteration 49Q: 3 clusters Score -2874366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -2874369.250000 Penalty: 5014.264160
	Iteration 50Q: 3 clusters Score -2874369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -2874366.250000 Penalty: 5014.264160
	Iteration 51Q: 3 clusters Score -2874366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -2874368.750000 Penalty: 5014.264160
	Iteration 52Q: 3 clusters Score -2874369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -2874365.750000 Penalty: 5014.264160
	Iteration 53Q: 3 clusters Score -2874366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -2874372.000000 Penalty: 5014.264160
	Iteration 54Q: 3 clusters Score -2874372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -2874372.000000 Penalty: 5014.264160
	Iteration 55F: 3 clusters Score -2874372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Entering Unmasked Estep 
Score: -1516204.000000 Penalty: 2358.920898
	Iteration 0F: 2 clusters Score -1516204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1506369.250000 Penalty: 4717.841797
	Iteration 0F: 3 clusters Score -1506369 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1509721.125000 Penalty: 4717.841797
	Iteration 1F: 3 clusters Score -1509721 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1510451.375000 Penalty: 4717.841797
	Iteration 2F: 3 clusters Score -1510451 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1511118.125000 Penalty: 4717.841797
	Iteration 3F: 3 clusters Score -1511118 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1511744.625000 Penalty: 4717.841797
	Iteration 4F: 3 clusters Score -1511745 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1512270.000000 Penalty: 4717.841797
	Iteration 5F: 3 clusters Score -1512270 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1512742.250000 Penalty: 4717.841797
	Iteration 6F: 3 clusters Score -1512742 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1513108.375000 Penalty: 4717.841797
	Iteration 7Q: 3 clusters Score -1513108 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1513362.125000 Penalty: 4717.841797
	Iteration 8Q: 3 clusters Score -1513362 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1513536.500000 Penalty: 4717.841797
	Iteration 9Q: 3 clusters Score -1513536 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1513697.625000 Penalty: 4717.841797
	Iteration 10Q: 3 clusters Score -1513698 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1513813.000000 Penalty: 4717.841797
	Iteration 11Q: 3 clusters Score -1513813 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1513897.625000 Penalty: 4717.841797
	Iteration 12Q: 3 clusters Score -1513898 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1513944.750000 Penalty: 4717.841797
	Iteration 13Q: 3 clusters Score -1513945 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1513990.500000 Penalty: 4717.841797
	Iteration 14Q: 3 clusters Score -1513990 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1514021.125000 Penalty: 4717.841797
	Iteration 15Q: 3 clusters Score -1514021 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1514056.000000 Penalty: 4717.841797
	Iteration 16Q: 3 clusters Score -1514056 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1514094.500000 Penalty: 4717.841797
	Iteration 17Q: 3 clusters Score -1514094 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1514128.750000 Penalty: 4717.841797
	Iteration 18Q: 3 clusters Score -1514129 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1514156.250000 Penalty: 4717.841797
	Iteration 19Q: 3 clusters Score -1514156 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1514174.875000 Penalty: 4717.841797
	Iteration 20F: 3 clusters Score -1514175 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1514190.000000 Penalty: 4717.841797
	Iteration 21Q: 3 clusters Score -1514190 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1514205.375000 Penalty: 4717.841797
	Iteration 22Q: 3 clusters Score -1514205 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1514216.750000 Penalty: 4717.841797
	Iteration 23Q: 3 clusters Score -1514217 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1514230.375000 Penalty: 4717.841797
	Iteration 24Q: 3 clusters Score -1514230 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1514251.875000 Penalty: 4717.841797
	Iteration 25Q: 3 clusters Score -1514252 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1514269.375000 Penalty: 4717.841797
	Iteration 26Q: 3 clusters Score -1514269 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1514280.125000 Penalty: 4717.841797
	Iteration 27Q: 3 clusters Score -1514280 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1514294.625000 Penalty: 4717.841797
	Iteration 28Q: 3 clusters Score -1514295 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1514312.500000 Penalty: 4717.841797
	Iteration 29Q: 3 clusters Score -1514312 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1514333.875000 Penalty: 4717.841797
	Iteration 30Q: 3 clusters Score -1514334 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1514349.125000 Penalty: 4717.841797
	Iteration 31Q: 3 clusters Score -1514349 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1514367.875000 Penalty: 4717.841797
	Iteration 32Q: 3 clusters Score -1514368 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1514383.125000 Penalty: 4717.841797
	Iteration 33Q: 3 clusters Score -1514383 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1514395.750000 Penalty: 4717.841797
	Iteration 34Q: 3 clusters Score -1514396 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1514405.375000 Penalty: 4717.841797
	Iteration 35Q: 3 clusters Score -1514405 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1514427.750000 Penalty: 4717.841797
	Iteration 36Q: 3 clusters Score -1514428 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1514445.750000 Penalty: 4717.841797
	Iteration 37Q: 3 clusters Score -1514446 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1514471.125000 Penalty: 4717.841797
	Iteration 38Q: 3 clusters Score -1514471 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1514485.500000 Penalty: 4717.841797
	Iteration 39Q: 3 clusters Score -1514486 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1514511.875000 Penalty: 4717.841797
	Iteration 40F: 3 clusters Score -1514512 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1514534.125000 Penalty: 4717.841797
	Iteration 41Q: 3 clusters Score -1514534 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1514569.125000 Penalty: 4717.841797
	Iteration 42Q: 3 clusters Score -1514569 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1514607.875000 Penalty: 4717.841797
	Iteration 43Q: 3 clusters Score -1514608 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1514649.500000 Penalty: 4717.841797
	Iteration 44Q: 3 clusters Score -1514650 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1514707.750000 Penalty: 4717.841797
	Iteration 45Q: 3 clusters Score -1514708 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1514754.375000 Penalty: 4717.841797
	Iteration 46Q: 3 clusters Score -1514754 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1514821.625000 Penalty: 4717.841797
	Iteration 47Q: 3 clusters Score -1514822 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1514916.625000 Penalty: 4717.841797
	Iteration 48Q: 3 clusters Score -1514917 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1515029.875000 Penalty: 4717.841797
	Iteration 49Q: 3 clusters Score -1515030 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1515123.000000 Penalty: 4717.841797
	Iteration 50Q: 3 clusters Score -1515123 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1515213.000000 Penalty: 4717.841797
	Iteration 51Q: 3 clusters Score -1515213 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1515274.375000 Penalty: 4717.841797
	Iteration 52Q: 3 clusters Score -1515274 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1515332.625000 Penalty: 4717.841797
	Iteration 53Q: 3 clusters Score -1515333 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1515383.375000 Penalty: 4717.841797
	Iteration 54Q: 3 clusters Score -1515383 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1515405.875000 Penalty: 4717.841797
	Iteration 55Q: 3 clusters Score -1515406 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1515421.750000 Penalty: 4717.841797
	Iteration 56Q: 3 clusters Score -1515422 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1515435.375000 Penalty: 4717.841797
	Iteration 57Q: 3 clusters Score -1515435 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1515447.250000 Penalty: 4717.841797
	Iteration 58Q: 3 clusters Score -1515447 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1515458.125000 Penalty: 4717.841797
	Iteration 59Q: 3 clusters Score -1515458 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1515466.125000 Penalty: 4717.841797
	Iteration 60F: 3 clusters Score -1515466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1515461.875000 Penalty: 4717.841797
	Iteration 61Q: 3 clusters Score -1515462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1515463.875000 Penalty: 4717.841797
	Iteration 62Q: 3 clusters Score -1515464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1515468.375000 Penalty: 4717.841797
	Iteration 63Q: 3 clusters Score -1515468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1515475.875000 Penalty: 4717.841797
	Iteration 64Q: 3 clusters Score -1515476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1515476.375000 Penalty: 4717.841797
	Iteration 65Q: 3 clusters Score -1515476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1515478.500000 Penalty: 4717.841797
	Iteration 66Q: 3 clusters Score -1515478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1515480.000000 Penalty: 4717.841797
	Iteration 67Q: 3 clusters Score -1515480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1515479.875000 Penalty: 4717.841797
	Iteration 68Q: 3 clusters Score -1515480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1515479.750000 Penalty: 4717.841797
	Iteration 69Q: 3 clusters Score -1515480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1515483.125000 Penalty: 4717.841797
	Iteration 70Q: 3 clusters Score -1515483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1515483.875000 Penalty: 4717.841797
	Iteration 71Q: 3 clusters Score -1515484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1515487.125000 Penalty: 4717.841797
	Iteration 72Q: 3 clusters Score -1515487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1515491.750000 Penalty: 4717.841797
	Iteration 73Q: 3 clusters Score -1515492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1515490.875000 Penalty: 4717.841797
	Iteration 74Q: 3 clusters Score -1515491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1515490.750000 Penalty: 4717.841797
	Iteration 75Q: 3 clusters Score -1515491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1515487.750000 Penalty: 4717.841797
	Iteration 76Q: 3 clusters Score -1515488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1515490.500000 Penalty: 4717.841797
	Iteration 77Q: 3 clusters Score -1515490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1515491.750000 Penalty: 4717.841797
	Iteration 78Q: 3 clusters Score -1515492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1515492.500000 Penalty: 4717.841797
	Iteration 79Q: 3 clusters Score -1515492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1515493.750000 Penalty: 4717.841797
	Iteration 80F: 3 clusters Score -1515494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1515492.750000 Penalty: 4717.841797
	Iteration 81Q: 3 clusters Score -1515493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1515494.000000 Penalty: 4717.841797
	Iteration 82Q: 3 clusters Score -1515494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1515489.000000 Penalty: 4717.841797
	Iteration 83Q: 3 clusters Score -1515489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1515490.000000 Penalty: 4717.841797
	Iteration 84Q: 3 clusters Score -1515490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1515490.000000 Penalty: 4717.841797
	Iteration 85F: 3 clusters Score -1515490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (332491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332491 members 
Entering Unmasked Estep 
Score: -40420764.000000 Penalty: 3153.163330
	Iteration 0F: 2 clusters Score -4.042076e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166422 members 
Mstep: Class 2 contains 166069 members 
Entering Unmasked Estep 
Score: -40233228.000000 Penalty: 6306.326660
	Iteration 0F: 3 clusters Score -4.023323e+07 nChanged 161228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176378 members 
Mstep: Class 2 contains 156113 members 
Entering Unmasked Estep 
Score: -40331048.000000 Penalty: 6306.326660
	Iteration 1F: 3 clusters Score -4.033105e+07 nChanged 13832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183638 members 
Mstep: Class 2 contains 148853 members 
Entering Unmasked Estep 
Score: -40335100.000000 Penalty: 6306.326660
	Iteration 2Q: 3 clusters Score -4.03351e+07 nChanged 17054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193794 members 
Mstep: Class 2 contains 138697 members 
Entering Unmasked Estep 
Score: -40341216.000000 Penalty: 6306.326660
	Iteration 3F: 3 clusters Score -4.034122e+07 nChanged 20164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206508 members 
Mstep: Class 2 contains 125983 members 
Entering Unmasked Estep 
Score: -40348172.000000 Penalty: 6306.326660
	Iteration 4F: 3 clusters Score -4.034817e+07 nChanged 21398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220560 members 
Mstep: Class 2 contains 111931 members 
Entering Unmasked Estep 
Score: -40355140.000000 Penalty: 6306.326660
	Iteration 5F: 3 clusters Score -4.035514e+07 nChanged 21085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235189 members 
Mstep: Class 2 contains 97302 members 
Entering Unmasked Estep 
Score: -40362420.000000 Penalty: 6306.326660
	Iteration 6F: 3 clusters Score -4.036242e+07 nChanged 19053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249418 members 
Mstep: Class 2 contains 83073 members 
Entering Unmasked Estep 
Score: -40369156.000000 Penalty: 6306.326660
	Iteration 7F: 3 clusters Score -4.036916e+07 nChanged 16486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262872 members 
Mstep: Class 2 contains 69619 members 
Entering Unmasked Estep 
Score: -40375248.000000 Penalty: 6306.326660
	Iteration 8Q: 3 clusters Score -4.037525e+07 nChanged 14114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275576 members 
Mstep: Class 2 contains 56915 members 
Entering Unmasked Estep 
Score: -40381748.000000 Penalty: 6306.326660
	Iteration 9Q: 3 clusters Score -4.038175e+07 nChanged 12603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287701 members 
Mstep: Class 2 contains 44790 members 
Entering Unmasked Estep 
Score: -40388380.000000 Penalty: 6306.326660
	Iteration 10Q: 3 clusters Score -4.038838e+07 nChanged 11479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299040 members 
Mstep: Class 2 contains 33451 members 
Entering Unmasked Estep 
Score: -40394984.000000 Penalty: 6306.326660
	Iteration 11Q: 3 clusters Score -4.039498e+07 nChanged 9610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308624 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -40401280.000000 Penalty: 6306.326660
	Iteration 12Q: 3 clusters Score -4.040128e+07 nChanged 7867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316491 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -40407152.000000 Penalty: 6306.326660
	Iteration 13Q: 3 clusters Score -4.040715e+07 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322253 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -40411368.000000 Penalty: 6306.326660
	Iteration 14Q: 3 clusters Score -4.041137e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326025 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -40414292.000000 Penalty: 6306.326660
	Iteration 15Q: 3 clusters Score -4.041429e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328246 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -40416024.000000 Penalty: 6306.326660
	Iteration 16Q: 3 clusters Score -4.041602e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329516 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -40417016.000000 Penalty: 6306.326660
	Iteration 17Q: 3 clusters Score -4.041702e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330232 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -40417604.000000 Penalty: 6306.326660
	Iteration 18Q: 3 clusters Score -4.04176e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330626 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -40418016.000000 Penalty: 6306.326660
	Iteration 19Q: 3 clusters Score -4.041802e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330852 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -40418144.000000 Penalty: 6306.326660
	Iteration 20F: 3 clusters Score -4.041814e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330983 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -40418216.000000 Penalty: 6306.326660
	Iteration 21Q: 3 clusters Score -4.041822e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331093 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -40418252.000000 Penalty: 6306.326660
	Iteration 22Q: 3 clusters Score -4.041825e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331167 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -40418360.000000 Penalty: 6306.326660
	Iteration 23Q: 3 clusters Score -4.041836e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331200 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -40418400.000000 Penalty: 6306.326660
	Iteration 24Q: 3 clusters Score -4.04184e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331233 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -40418420.000000 Penalty: 6306.326660
	Iteration 25Q: 3 clusters Score -4.041842e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331253 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -40418460.000000 Penalty: 6306.326660
	Iteration 26Q: 3 clusters Score -4.041846e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331278 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -40418548.000000 Penalty: 6306.326660
	Iteration 27Q: 3 clusters Score -4.041855e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331301 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -40418584.000000 Penalty: 6306.326660
	Iteration 28Q: 3 clusters Score -4.041858e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331315 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -40418580.000000 Penalty: 6306.326660
	Iteration 29Q: 3 clusters Score -4.041858e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331314 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -40418636.000000 Penalty: 6306.326660
	Iteration 30Q: 3 clusters Score -4.041864e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331317 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -40418636.000000 Penalty: 6306.326660
	Iteration 31Q: 3 clusters Score -4.041864e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331308 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -40418628.000000 Penalty: 6306.326660
	Iteration 32Q: 3 clusters Score -4.041863e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331309 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -40418636.000000 Penalty: 6306.326660
	Iteration 33Q: 3 clusters Score -4.041864e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331309 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -40418644.000000 Penalty: 6306.326660
	Iteration 34Q: 3 clusters Score -4.041864e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331316 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -40418648.000000 Penalty: 6306.326660
	Iteration 35Q: 3 clusters Score -4.041865e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331318 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -40418628.000000 Penalty: 6306.326660
	Iteration 36Q: 3 clusters Score -4.041863e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331315 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -40418648.000000 Penalty: 6306.326660
	Iteration 37Q: 3 clusters Score -4.041865e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331314 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -40418636.000000 Penalty: 6306.326660
	Iteration 38Q: 3 clusters Score -4.041864e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331315 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -40418656.000000 Penalty: 6306.326660
	Iteration 39Q: 3 clusters Score -4.041866e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331317 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -40418652.000000 Penalty: 6306.326660
	Iteration 40F: 3 clusters Score -4.041865e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331320 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -40418632.000000 Penalty: 6306.326660
	Iteration 41Q: 3 clusters Score -4.041863e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331322 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -40418652.000000 Penalty: 6306.326660
	Iteration 42Q: 3 clusters Score -4.041865e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331324 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -40418644.000000 Penalty: 6306.326660
	Iteration 43Q: 3 clusters Score -4.041864e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331324 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -40418644.000000 Penalty: 6306.326660
	Iteration 44F: 3 clusters Score -4.041864e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (203378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203378 members 
Entering Unmasked Estep 
Score: -25144572.000000 Penalty: 3031.259766
	Iteration 0F: 2 clusters Score -2.514457e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101621 members 
Mstep: Class 2 contains 101757 members 
Entering Unmasked Estep 
Score: -25011500.000000 Penalty: 6062.519531
	Iteration 0F: 3 clusters Score -2.50115e+07 nChanged 97951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101068 members 
Mstep: Class 2 contains 102310 members 
Entering Unmasked Estep 
Score: -25067866.000000 Penalty: 6062.519531
	Iteration 1F: 3 clusters Score -2.506787e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100882 members 
Mstep: Class 2 contains 102496 members 
Entering Unmasked Estep 
Score: -25068780.000000 Penalty: 6062.519531
	Iteration 2Q: 3 clusters Score -2.506878e+07 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100465 members 
Mstep: Class 2 contains 102913 members 
Entering Unmasked Estep 
Score: -25069546.000000 Penalty: 6062.519531
	Iteration 3Q: 3 clusters Score -2.506955e+07 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99879 members 
Mstep: Class 2 contains 103499 members 
Entering Unmasked Estep 
Score: -25070488.000000 Penalty: 6062.519531
	Iteration 4Q: 3 clusters Score -2.507049e+07 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99025 members 
Mstep: Class 2 contains 104353 members 
Entering Unmasked Estep 
Score: -25071914.000000 Penalty: 6062.519531
	Iteration 5Q: 3 clusters Score -2.507191e+07 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97665 members 
Mstep: Class 2 contains 105713 members 
Entering Unmasked Estep 
Score: -25073736.000000 Penalty: 6062.519531
	Iteration 6Q: 3 clusters Score -2.507374e+07 nChanged 6977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95582 members 
Mstep: Class 2 contains 107796 members 
Entering Unmasked Estep 
Score: -25076236.000000 Penalty: 6062.519531
	Iteration 7Q: 3 clusters Score -2.507624e+07 nChanged 8533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92603 members 
Mstep: Class 2 contains 110775 members 
Entering Unmasked Estep 
Score: -25080632.000000 Penalty: 6062.519531
	Iteration 8Q: 3 clusters Score -2.508063e+07 nChanged 10104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88773 members 
Mstep: Class 2 contains 114605 members 
Entering Unmasked Estep 
Score: -25087382.000000 Penalty: 6062.519531
	Iteration 9Q: 3 clusters Score -2.508738e+07 nChanged 11952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84621 members 
Mstep: Class 2 contains 118757 members 
Entering Unmasked Estep 
Score: -25097244.000000 Penalty: 6062.519531
	Iteration 10F: 3 clusters Score -2.509724e+07 nChanged 13092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81187 members 
Mstep: Class 2 contains 122191 members 
Entering Unmasked Estep 
Score: -25107996.000000 Penalty: 6062.519531
	Iteration 11F: 3 clusters Score -2.5108e+07 nChanged 11724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79245 members 
Mstep: Class 2 contains 124133 members 
Entering Unmasked Estep 
Score: -25114978.000000 Penalty: 6062.519531
	Iteration 12F: 3 clusters Score -2.511498e+07 nChanged 8218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78169 members 
Mstep: Class 2 contains 125209 members 
Entering Unmasked Estep 
Score: -25118558.000000 Penalty: 6062.519531
	Iteration 13Q: 3 clusters Score -2.511856e+07 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77276 members 
Mstep: Class 2 contains 126102 members 
Entering Unmasked Estep 
Score: -25120576.000000 Penalty: 6062.519531
	Iteration 14Q: 3 clusters Score -2.512058e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76629 members 
Mstep: Class 2 contains 126749 members 
Entering Unmasked Estep 
Score: -25122122.000000 Penalty: 6062.519531
	Iteration 15Q: 3 clusters Score -2.512212e+07 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76079 members 
Mstep: Class 2 contains 127299 members 
Entering Unmasked Estep 
Score: -25123768.000000 Penalty: 6062.519531
	Iteration 16Q: 3 clusters Score -2.512377e+07 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75774 members 
Mstep: Class 2 contains 127604 members 
Entering Unmasked Estep 
Score: -25125420.000000 Penalty: 6062.519531
	Iteration 17Q: 3 clusters Score -2.512542e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75751 members 
Mstep: Class 2 contains 127627 members 
Entering Unmasked Estep 
Score: -25127146.000000 Penalty: 6062.519531
	Iteration 18Q: 3 clusters Score -2.512715e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75896 members 
Mstep: Class 2 contains 127482 members 
Entering Unmasked Estep 
Score: -25128818.000000 Penalty: 6062.519531
	Iteration 19Q: 3 clusters Score -2.512882e+07 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76247 members 
Mstep: Class 2 contains 127131 members 
Entering Unmasked Estep 
Score: -25130632.000000 Penalty: 6062.519531
	Iteration 20F: 3 clusters Score -2.513063e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76639 members 
Mstep: Class 2 contains 126739 members 
Entering Unmasked Estep 
Score: -25132134.000000 Penalty: 6062.519531
	Iteration 21Q: 3 clusters Score -2.513213e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76994 members 
Mstep: Class 2 contains 126384 members 
Entering Unmasked Estep 
Score: -25133594.000000 Penalty: 6062.519531
	Iteration 22Q: 3 clusters Score -2.513359e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77392 members 
Mstep: Class 2 contains 125986 members 
Entering Unmasked Estep 
Score: -25134782.000000 Penalty: 6062.519531
	Iteration 23Q: 3 clusters Score -2.513478e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77688 members 
Mstep: Class 2 contains 125690 members 
Entering Unmasked Estep 
Score: -25135792.000000 Penalty: 6062.519531
	Iteration 24Q: 3 clusters Score -2.513579e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77864 members 
Mstep: Class 2 contains 125514 members 
Entering Unmasked Estep 
Score: -25136418.000000 Penalty: 6062.519531
	Iteration 25Q: 3 clusters Score -2.513642e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77969 members 
Mstep: Class 2 contains 125409 members 
Entering Unmasked Estep 
Score: -25136710.000000 Penalty: 6062.519531
	Iteration 26Q: 3 clusters Score -2.513671e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77977 members 
Mstep: Class 2 contains 125401 members 
Entering Unmasked Estep 
Score: -25136902.000000 Penalty: 6062.519531
	Iteration 27Q: 3 clusters Score -2.51369e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77938 members 
Mstep: Class 2 contains 125440 members 
Entering Unmasked Estep 
Score: -25137044.000000 Penalty: 6062.519531
	Iteration 28Q: 3 clusters Score -2.513704e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77823 members 
Mstep: Class 2 contains 125555 members 
Entering Unmasked Estep 
Score: -25137140.000000 Penalty: 6062.519531
	Iteration 29Q: 3 clusters Score -2.513714e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77672 members 
Mstep: Class 2 contains 125706 members 
Entering Unmasked Estep 
Score: -25137224.000000 Penalty: 6062.519531
	Iteration 30Q: 3 clusters Score -2.513722e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77482 members 
Mstep: Class 2 contains 125896 members 
Entering Unmasked Estep 
Score: -25137226.000000 Penalty: 6062.519531
	Iteration 31Q: 3 clusters Score -2.513723e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77322 members 
Mstep: Class 2 contains 126056 members 
Entering Unmasked Estep 
Score: -25137272.000000 Penalty: 6062.519531
	Iteration 32Q: 3 clusters Score -2.513727e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77181 members 
Mstep: Class 2 contains 126197 members 
Entering Unmasked Estep 
Score: -25137310.000000 Penalty: 6062.519531
	Iteration 33Q: 3 clusters Score -2.513731e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77025 members 
Mstep: Class 2 contains 126353 members 
Entering Unmasked Estep 
Score: -25137352.000000 Penalty: 6062.519531
	Iteration 34Q: 3 clusters Score -2.513735e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76869 members 
Mstep: Class 2 contains 126509 members 
Entering Unmasked Estep 
Score: -25137346.000000 Penalty: 6062.519531
	Iteration 35Q: 3 clusters Score -2.513735e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76732 members 
Mstep: Class 2 contains 126646 members 
Entering Unmasked Estep 
Score: -25137336.000000 Penalty: 6062.519531
	Iteration 36Q: 3 clusters Score -2.513734e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76605 members 
Mstep: Class 2 contains 126773 members 
Entering Unmasked Estep 
Score: -25137350.000000 Penalty: 6062.519531
	Iteration 37Q: 3 clusters Score -2.513735e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76494 members 
Mstep: Class 2 contains 126884 members 
Entering Unmasked Estep 
Score: -25137350.000000 Penalty: 6062.519531
	Iteration 38Q: 3 clusters Score -2.513735e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76375 members 
Mstep: Class 2 contains 127003 members 
Entering Unmasked Estep 
Score: -25137398.000000 Penalty: 6062.519531
	Iteration 39Q: 3 clusters Score -2.51374e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76215 members 
Mstep: Class 2 contains 127163 members 
Entering Unmasked Estep 
Score: -25137424.000000 Penalty: 6062.519531
	Iteration 40F: 3 clusters Score -2.513742e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76089 members 
Mstep: Class 2 contains 127289 members 
Entering Unmasked Estep 
Score: -25137388.000000 Penalty: 6062.519531
	Iteration 41Q: 3 clusters Score -2.513739e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75965 members 
Mstep: Class 2 contains 127413 members 
Entering Unmasked Estep 
Score: -25137380.000000 Penalty: 6062.519531
	Iteration 42Q: 3 clusters Score -2.513738e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75847 members 
Mstep: Class 2 contains 127531 members 
Entering Unmasked Estep 
Score: -25137340.000000 Penalty: 6062.519531
	Iteration 43Q: 3 clusters Score -2.513734e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75727 members 
Mstep: Class 2 contains 127651 members 
Entering Unmasked Estep 
Score: -25137360.000000 Penalty: 6062.519531
	Iteration 44Q: 3 clusters Score -2.513736e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75630 members 
Mstep: Class 2 contains 127748 members 
Entering Unmasked Estep 
Score: -25137390.000000 Penalty: 6062.519531
	Iteration 45Q: 3 clusters Score -2.513739e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75523 members 
Mstep: Class 2 contains 127855 members 
Entering Unmasked Estep 
Score: -25137364.000000 Penalty: 6062.519531
	Iteration 46Q: 3 clusters Score -2.513736e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75444 members 
Mstep: Class 2 contains 127934 members 
Entering Unmasked Estep 
Score: -25137376.000000 Penalty: 6062.519531
	Iteration 47Q: 3 clusters Score -2.513738e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75364 members 
Mstep: Class 2 contains 128014 members 
Entering Unmasked Estep 
Score: -25137368.000000 Penalty: 6062.519531
	Iteration 48Q: 3 clusters Score -2.513737e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75263 members 
Mstep: Class 2 contains 128115 members 
Entering Unmasked Estep 
Score: -25137352.000000 Penalty: 6062.519531
	Iteration 49Q: 3 clusters Score -2.513735e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75156 members 
Mstep: Class 2 contains 128222 members 
Entering Unmasked Estep 
Score: -25137368.000000 Penalty: 6062.519531
	Iteration 50Q: 3 clusters Score -2.513737e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75048 members 
Mstep: Class 2 contains 128330 members 
Entering Unmasked Estep 
Score: -25137362.000000 Penalty: 6062.519531
	Iteration 51Q: 3 clusters Score -2.513736e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74947 members 
Mstep: Class 2 contains 128431 members 
Entering Unmasked Estep 
Score: -25137350.000000 Penalty: 6062.519531
	Iteration 52Q: 3 clusters Score -2.513735e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74832 members 
Mstep: Class 2 contains 128546 members 
Entering Unmasked Estep 
Score: -25137374.000000 Penalty: 6062.519531
	Iteration 53Q: 3 clusters Score -2.513737e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74722 members 
Mstep: Class 2 contains 128656 members 
Entering Unmasked Estep 
Score: -25137374.000000 Penalty: 6062.519531
	Iteration 54Q: 3 clusters Score -2.513737e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74603 members 
Mstep: Class 2 contains 128775 members 
Entering Unmasked Estep 
Score: -25137358.000000 Penalty: 6062.519531
	Iteration 55Q: 3 clusters Score -2.513736e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74470 members 
Mstep: Class 2 contains 128908 members 
Entering Unmasked Estep 
Score: -25137352.000000 Penalty: 6062.519531
	Iteration 56Q: 3 clusters Score -2.513735e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74336 members 
Mstep: Class 2 contains 129042 members 
Entering Unmasked Estep 
Score: -25137304.000000 Penalty: 6062.519531
	Iteration 57Q: 3 clusters Score -2.51373e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74193 members 
Mstep: Class 2 contains 129185 members 
Entering Unmasked Estep 
Score: -25137290.000000 Penalty: 6062.519531
	Iteration 58Q: 3 clusters Score -2.513729e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74047 members 
Mstep: Class 2 contains 129331 members 
Entering Unmasked Estep 
Score: -25137282.000000 Penalty: 6062.519531
	Iteration 59Q: 3 clusters Score -2.513728e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73892 members 
Mstep: Class 2 contains 129486 members 
Entering Unmasked Estep 
Score: -25137282.000000 Penalty: 6062.519531
	Iteration 60F: 3 clusters Score -2.513728e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73737 members 
Mstep: Class 2 contains 129641 members 
Entering Unmasked Estep 
Score: -25137274.000000 Penalty: 6062.519531
	Iteration 61Q: 3 clusters Score -2.513727e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73582 members 
Mstep: Class 2 contains 129796 members 
Entering Unmasked Estep 
Score: -25137276.000000 Penalty: 6062.519531
	Iteration 62Q: 3 clusters Score -2.513728e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73445 members 
Mstep: Class 2 contains 129933 members 
Entering Unmasked Estep 
Score: -25137290.000000 Penalty: 6062.519531
	Iteration 63Q: 3 clusters Score -2.513729e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73308 members 
Mstep: Class 2 contains 130070 members 
Entering Unmasked Estep 
Score: -25137270.000000 Penalty: 6062.519531
	Iteration 64Q: 3 clusters Score -2.513727e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73171 members 
Mstep: Class 2 contains 130207 members 
Entering Unmasked Estep 
Score: -25137280.000000 Penalty: 6062.519531
	Iteration 65Q: 3 clusters Score -2.513728e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73029 members 
Mstep: Class 2 contains 130349 members 
Entering Unmasked Estep 
Score: -25137292.000000 Penalty: 6062.519531
	Iteration 66Q: 3 clusters Score -2.513729e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72903 members 
Mstep: Class 2 contains 130475 members 
Entering Unmasked Estep 
Score: -25137292.000000 Penalty: 6062.519531
	Iteration 67Q: 3 clusters Score -2.513729e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72772 members 
Mstep: Class 2 contains 130606 members 
Entering Unmasked Estep 
Score: -25137254.000000 Penalty: 6062.519531
	Iteration 68Q: 3 clusters Score -2.513725e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72664 members 
Mstep: Class 2 contains 130714 members 
Entering Unmasked Estep 
Score: -25137280.000000 Penalty: 6062.519531
	Iteration 69Q: 3 clusters Score -2.513728e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72559 members 
Mstep: Class 2 contains 130819 members 
Entering Unmasked Estep 
Score: -25137262.000000 Penalty: 6062.519531
	Iteration 70Q: 3 clusters Score -2.513726e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72476 members 
Mstep: Class 2 contains 130902 members 
Entering Unmasked Estep 
Score: -25137262.000000 Penalty: 6062.519531
	Iteration 71Q: 3 clusters Score -2.513726e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72363 members 
Mstep: Class 2 contains 131015 members 
Entering Unmasked Estep 
Score: -25137306.000000 Penalty: 6062.519531
	Iteration 72Q: 3 clusters Score -2.513731e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72241 members 
Mstep: Class 2 contains 131137 members 
Entering Unmasked Estep 
Score: -25137340.000000 Penalty: 6062.519531
	Iteration 73Q: 3 clusters Score -2.513734e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72115 members 
Mstep: Class 2 contains 131263 members 
Entering Unmasked Estep 
Score: -25137352.000000 Penalty: 6062.519531
	Iteration 74Q: 3 clusters Score -2.513735e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71978 members 
Mstep: Class 2 contains 131400 members 
Entering Unmasked Estep 
Score: -25137334.000000 Penalty: 6062.519531
	Iteration 75Q: 3 clusters Score -2.513733e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71829 members 
Mstep: Class 2 contains 131549 members 
Entering Unmasked Estep 
Score: -25137378.000000 Penalty: 6062.519531
	Iteration 76Q: 3 clusters Score -2.513738e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71695 members 
Mstep: Class 2 contains 131683 members 
Entering Unmasked Estep 
Score: -25137412.000000 Penalty: 6062.519531
	Iteration 77Q: 3 clusters Score -2.513741e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71562 members 
Mstep: Class 2 contains 131816 members 
Entering Unmasked Estep 
Score: -25137410.000000 Penalty: 6062.519531
	Iteration 78Q: 3 clusters Score -2.513741e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71429 members 
Mstep: Class 2 contains 131949 members 
Entering Unmasked Estep 
Score: -25137406.000000 Penalty: 6062.519531
	Iteration 79Q: 3 clusters Score -2.513741e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71303 members 
Mstep: Class 2 contains 132075 members 
Entering Unmasked Estep 
Score: -25137414.000000 Penalty: 6062.519531
	Iteration 80F: 3 clusters Score -2.513741e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71165 members 
Mstep: Class 2 contains 132213 members 
Entering Unmasked Estep 
Score: -25137412.000000 Penalty: 6062.519531
	Iteration 81Q: 3 clusters Score -2.513741e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71010 members 
Mstep: Class 2 contains 132368 members 
Entering Unmasked Estep 
Score: -25137428.000000 Penalty: 6062.519531
	Iteration 82Q: 3 clusters Score -2.513743e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70851 members 
Mstep: Class 2 contains 132527 members 
Entering Unmasked Estep 
Score: -25137416.000000 Penalty: 6062.519531
	Iteration 83Q: 3 clusters Score -2.513742e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70706 members 
Mstep: Class 2 contains 132672 members 
Entering Unmasked Estep 
Score: -25137464.000000 Penalty: 6062.519531
	Iteration 84Q: 3 clusters Score -2.513746e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70566 members 
Mstep: Class 2 contains 132812 members 
Entering Unmasked Estep 
Score: -25137442.000000 Penalty: 6062.519531
	Iteration 85Q: 3 clusters Score -2.513744e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70447 members 
Mstep: Class 2 contains 132931 members 
Entering Unmasked Estep 
Score: -25137412.000000 Penalty: 6062.519531
	Iteration 86Q: 3 clusters Score -2.513741e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70329 members 
Mstep: Class 2 contains 133049 members 
Entering Unmasked Estep 
Score: -25137454.000000 Penalty: 6062.519531
	Iteration 87Q: 3 clusters Score -2.513745e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70202 members 
Mstep: Class 2 contains 133176 members 
Entering Unmasked Estep 
Score: -25137400.000000 Penalty: 6062.519531
	Iteration 88Q: 3 clusters Score -2.51374e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70043 members 
Mstep: Class 2 contains 133335 members 
Entering Unmasked Estep 
Score: -25137470.000000 Penalty: 6062.519531
	Iteration 89Q: 3 clusters Score -2.513747e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69896 members 
Mstep: Class 2 contains 133482 members 
Entering Unmasked Estep 
Score: -25137446.000000 Penalty: 6062.519531
	Iteration 90Q: 3 clusters Score -2.513745e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69769 members 
Mstep: Class 2 contains 133609 members 
Entering Unmasked Estep 
Score: -25137440.000000 Penalty: 6062.519531
	Iteration 91Q: 3 clusters Score -2.513744e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69632 members 
Mstep: Class 2 contains 133746 members 
Entering Unmasked Estep 
Score: -25137450.000000 Penalty: 6062.519531
	Iteration 92Q: 3 clusters Score -2.513745e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69507 members 
Mstep: Class 2 contains 133871 members 
Entering Unmasked Estep 
Score: -25137460.000000 Penalty: 6062.519531
	Iteration 93Q: 3 clusters Score -2.513746e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69381 members 
Mstep: Class 2 contains 133997 members 
Entering Unmasked Estep 
Score: -25137476.000000 Penalty: 6062.519531
	Iteration 94Q: 3 clusters Score -2.513748e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69251 members 
Mstep: Class 2 contains 134127 members 
Entering Unmasked Estep 
Score: -25137484.000000 Penalty: 6062.519531
	Iteration 95Q: 3 clusters Score -2.513748e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69116 members 
Mstep: Class 2 contains 134262 members 
Entering Unmasked Estep 
Score: -25137490.000000 Penalty: 6062.519531
	Iteration 96Q: 3 clusters Score -2.513749e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68983 members 
Mstep: Class 2 contains 134395 members 
Entering Unmasked Estep 
Score: -25137514.000000 Penalty: 6062.519531
	Iteration 97Q: 3 clusters Score -2.513751e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68847 members 
Mstep: Class 2 contains 134531 members 
Entering Unmasked Estep 
Score: -25137486.000000 Penalty: 6062.519531
	Iteration 98Q: 3 clusters Score -2.513749e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68711 members 
Mstep: Class 2 contains 134667 members 
Entering Unmasked Estep 
Score: -25137450.000000 Penalty: 6062.519531
	Iteration 99Q: 3 clusters Score -2.513745e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68562 members 
Mstep: Class 2 contains 134816 members 
Entering Unmasked Estep 
Score: -25137408.000000 Penalty: 6062.519531
	Iteration 100F: 3 clusters Score -2.513741e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68418 members 
Mstep: Class 2 contains 134960 members 
Entering Unmasked Estep 
Score: -25137414.000000 Penalty: 6062.519531
	Iteration 101Q: 3 clusters Score -2.513741e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68333 members 
Mstep: Class 2 contains 135045 members 
Entering Unmasked Estep 
Score: -25137392.000000 Penalty: 6062.519531
	Iteration 102Q: 3 clusters Score -2.513739e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68231 members 
Mstep: Class 2 contains 135147 members 
Entering Unmasked Estep 
Score: -25137414.000000 Penalty: 6062.519531
	Iteration 103Q: 3 clusters Score -2.513741e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68126 members 
Mstep: Class 2 contains 135252 members 
Entering Unmasked Estep 
Score: -25137428.000000 Penalty: 6062.519531
	Iteration 104Q: 3 clusters Score -2.513743e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67992 members 
Mstep: Class 2 contains 135386 members 
Entering Unmasked Estep 
Score: -25137458.000000 Penalty: 6062.519531
	Iteration 105Q: 3 clusters Score -2.513746e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67830 members 
Mstep: Class 2 contains 135548 members 
Entering Unmasked Estep 
Score: -25137460.000000 Penalty: 6062.519531
	Iteration 106Q: 3 clusters Score -2.513746e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67674 members 
Mstep: Class 2 contains 135704 members 
Entering Unmasked Estep 
Score: -25137422.000000 Penalty: 6062.519531
	Iteration 107Q: 3 clusters Score -2.513742e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67530 members 
Mstep: Class 2 contains 135848 members 
Entering Unmasked Estep 
Score: -25137362.000000 Penalty: 6062.519531
	Iteration 108Q: 3 clusters Score -2.513736e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67382 members 
Mstep: Class 2 contains 135996 members 
Entering Unmasked Estep 
Score: -25137388.000000 Penalty: 6062.519531
	Iteration 109Q: 3 clusters Score -2.513739e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67233 members 
Mstep: Class 2 contains 136145 members 
Entering Unmasked Estep 
Score: -25137382.000000 Penalty: 6062.519531
	Iteration 110Q: 3 clusters Score -2.513738e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67108 members 
Mstep: Class 2 contains 136270 members 
Entering Unmasked Estep 
Score: -25137410.000000 Penalty: 6062.519531
	Iteration 111Q: 3 clusters Score -2.513741e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66973 members 
Mstep: Class 2 contains 136405 members 
Entering Unmasked Estep 
Score: -25137386.000000 Penalty: 6062.519531
	Iteration 112Q: 3 clusters Score -2.513739e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66842 members 
Mstep: Class 2 contains 136536 members 
Entering Unmasked Estep 
Score: -25137360.000000 Penalty: 6062.519531
	Iteration 113Q: 3 clusters Score -2.513736e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66690 members 
Mstep: Class 2 contains 136688 members 
Entering Unmasked Estep 
Score: -25137384.000000 Penalty: 6062.519531
	Iteration 114Q: 3 clusters Score -2.513738e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66533 members 
Mstep: Class 2 contains 136845 members 
Entering Unmasked Estep 
Score: -25137374.000000 Penalty: 6062.519531
	Iteration 115Q: 3 clusters Score -2.513737e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66409 members 
Mstep: Class 2 contains 136969 members 
Entering Unmasked Estep 
Score: -25137394.000000 Penalty: 6062.519531
	Iteration 116Q: 3 clusters Score -2.513739e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66280 members 
Mstep: Class 2 contains 137098 members 
Entering Unmasked Estep 
Score: -25137432.000000 Penalty: 6062.519531
	Iteration 117Q: 3 clusters Score -2.513743e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66137 members 
Mstep: Class 2 contains 137241 members 
Entering Unmasked Estep 
Score: -25137502.000000 Penalty: 6062.519531
	Iteration 118Q: 3 clusters Score -2.51375e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66009 members 
Mstep: Class 2 contains 137369 members 
Entering Unmasked Estep 
Score: -25137474.000000 Penalty: 6062.519531
	Iteration 119Q: 3 clusters Score -2.513747e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65876 members 
Mstep: Class 2 contains 137502 members 
Entering Unmasked Estep 
Score: -25137474.000000 Penalty: 6062.519531
	Iteration 120F: 3 clusters Score -2.513747e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65731 members 
Mstep: Class 2 contains 137647 members 
Entering Unmasked Estep 
Score: -25137432.000000 Penalty: 6062.519531
	Iteration 121Q: 3 clusters Score -2.513743e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65581 members 
Mstep: Class 2 contains 137797 members 
Entering Unmasked Estep 
Score: -25137410.000000 Penalty: 6062.519531
	Iteration 122Q: 3 clusters Score -2.513741e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65439 members 
Mstep: Class 2 contains 137939 members 
Entering Unmasked Estep 
Score: -25137410.000000 Penalty: 6062.519531
	Iteration 123Q: 3 clusters Score -2.513741e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65290 members 
Mstep: Class 2 contains 138088 members 
Entering Unmasked Estep 
Score: -25137404.000000 Penalty: 6062.519531
	Iteration 124Q: 3 clusters Score -2.51374e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65181 members 
Mstep: Class 2 contains 138197 members 
Entering Unmasked Estep 
Score: -25137394.000000 Penalty: 6062.519531
	Iteration 125Q: 3 clusters Score -2.513739e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65054 members 
Mstep: Class 2 contains 138324 members 
Entering Unmasked Estep 
Score: -25137376.000000 Penalty: 6062.519531
	Iteration 126Q: 3 clusters Score -2.513738e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64920 members 
Mstep: Class 2 contains 138458 members 
Entering Unmasked Estep 
Score: -25137398.000000 Penalty: 6062.519531
	Iteration 127Q: 3 clusters Score -2.51374e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64779 members 
Mstep: Class 2 contains 138599 members 
Entering Unmasked Estep 
Score: -25137400.000000 Penalty: 6062.519531
	Iteration 128Q: 3 clusters Score -2.51374e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64634 members 
Mstep: Class 2 contains 138744 members 
Entering Unmasked Estep 
Score: -25137394.000000 Penalty: 6062.519531
	Iteration 129Q: 3 clusters Score -2.513739e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64468 members 
Mstep: Class 2 contains 138910 members 
Entering Unmasked Estep 
Score: -25137388.000000 Penalty: 6062.519531
	Iteration 130Q: 3 clusters Score -2.513739e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64328 members 
Mstep: Class 2 contains 139050 members 
Entering Unmasked Estep 
Score: -25137336.000000 Penalty: 6062.519531
	Iteration 131Q: 3 clusters Score -2.513734e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64186 members 
Mstep: Class 2 contains 139192 members 
Entering Unmasked Estep 
Score: -25137344.000000 Penalty: 6062.519531
	Iteration 132Q: 3 clusters Score -2.513734e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64034 members 
Mstep: Class 2 contains 139344 members 
Entering Unmasked Estep 
Score: -25137330.000000 Penalty: 6062.519531
	Iteration 133Q: 3 clusters Score -2.513733e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63891 members 
Mstep: Class 2 contains 139487 members 
Entering Unmasked Estep 
Score: -25137356.000000 Penalty: 6062.519531
	Iteration 134Q: 3 clusters Score -2.513736e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63757 members 
Mstep: Class 2 contains 139621 members 
Entering Unmasked Estep 
Score: -25137400.000000 Penalty: 6062.519531
	Iteration 135Q: 3 clusters Score -2.51374e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63650 members 
Mstep: Class 2 contains 139728 members 
Entering Unmasked Estep 
Score: -25137406.000000 Penalty: 6062.519531
	Iteration 136Q: 3 clusters Score -2.513741e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63547 members 
Mstep: Class 2 contains 139831 members 
Entering Unmasked Estep 
Score: -25137378.000000 Penalty: 6062.519531
	Iteration 137Q: 3 clusters Score -2.513738e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63448 members 
Mstep: Class 2 contains 139930 members 
Entering Unmasked Estep 
Score: -25137360.000000 Penalty: 6062.519531
	Iteration 138Q: 3 clusters Score -2.513736e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63332 members 
Mstep: Class 2 contains 140046 members 
Entering Unmasked Estep 
Score: -25137368.000000 Penalty: 6062.519531
	Iteration 139Q: 3 clusters Score -2.513737e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63227 members 
Mstep: Class 2 contains 140151 members 
Entering Unmasked Estep 
Score: -25137356.000000 Penalty: 6062.519531
	Iteration 140F: 3 clusters Score -2.513736e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63130 members 
Mstep: Class 2 contains 140248 members 
Entering Unmasked Estep 
Score: -25137352.000000 Penalty: 6062.519531
	Iteration 141Q: 3 clusters Score -2.513735e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63042 members 
Mstep: Class 2 contains 140336 members 
Entering Unmasked Estep 
Score: -25137350.000000 Penalty: 6062.519531
	Iteration 142Q: 3 clusters Score -2.513735e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62953 members 
Mstep: Class 2 contains 140425 members 
Entering Unmasked Estep 
Score: -25137360.000000 Penalty: 6062.519531
	Iteration 143Q: 3 clusters Score -2.513736e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62868 members 
Mstep: Class 2 contains 140510 members 
Entering Unmasked Estep 
Score: -25137344.000000 Penalty: 6062.519531
	Iteration 144Q: 3 clusters Score -2.513734e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62768 members 
Mstep: Class 2 contains 140610 members 
Entering Unmasked Estep 
Score: -25137346.000000 Penalty: 6062.519531
	Iteration 145Q: 3 clusters Score -2.513735e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62660 members 
Mstep: Class 2 contains 140718 members 
Entering Unmasked Estep 
Score: -25137336.000000 Penalty: 6062.519531
	Iteration 146Q: 3 clusters Score -2.513734e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62571 members 
Mstep: Class 2 contains 140807 members 
Entering Unmasked Estep 
Score: -25137322.000000 Penalty: 6062.519531
	Iteration 147Q: 3 clusters Score -2.513732e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62500 members 
Mstep: Class 2 contains 140878 members 
Entering Unmasked Estep 
Score: -25137298.000000 Penalty: 6062.519531
	Iteration 148Q: 3 clusters Score -2.51373e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62392 members 
Mstep: Class 2 contains 140986 members 
Entering Unmasked Estep 
Score: -25137304.000000 Penalty: 6062.519531
	Iteration 149Q: 3 clusters Score -2.51373e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62304 members 
Mstep: Class 2 contains 141074 members 
Entering Unmasked Estep 
Score: -25137298.000000 Penalty: 6062.519531
	Iteration 150Q: 3 clusters Score -2.51373e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62211 members 
Mstep: Class 2 contains 141167 members 
Entering Unmasked Estep 
Score: -25137324.000000 Penalty: 6062.519531
	Iteration 151Q: 3 clusters Score -2.513732e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62111 members 
Mstep: Class 2 contains 141267 members 
Entering Unmasked Estep 
Score: -25137338.000000 Penalty: 6062.519531
	Iteration 152Q: 3 clusters Score -2.513734e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62009 members 
Mstep: Class 2 contains 141369 members 
Entering Unmasked Estep 
Score: -25137292.000000 Penalty: 6062.519531
	Iteration 153Q: 3 clusters Score -2.513729e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61925 members 
Mstep: Class 2 contains 141453 members 
Entering Unmasked Estep 
Score: -25137326.000000 Penalty: 6062.519531
	Iteration 154Q: 3 clusters Score -2.513733e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61829 members 
Mstep: Class 2 contains 141549 members 
Entering Unmasked Estep 
Score: -25137340.000000 Penalty: 6062.519531
	Iteration 155Q: 3 clusters Score -2.513734e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61767 members 
Mstep: Class 2 contains 141611 members 
Entering Unmasked Estep 
Score: -25137328.000000 Penalty: 6062.519531
	Iteration 156Q: 3 clusters Score -2.513733e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61691 members 
Mstep: Class 2 contains 141687 members 
Entering Unmasked Estep 
Score: -25137332.000000 Penalty: 6062.519531
	Iteration 157Q: 3 clusters Score -2.513733e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61615 members 
Mstep: Class 2 contains 141763 members 
Entering Unmasked Estep 
Score: -25137362.000000 Penalty: 6062.519531
	Iteration 158Q: 3 clusters Score -2.513736e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61547 members 
Mstep: Class 2 contains 141831 members 
Entering Unmasked Estep 
Score: -25137370.000000 Penalty: 6062.519531
	Iteration 159Q: 3 clusters Score -2.513737e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61453 members 
Mstep: Class 2 contains 141925 members 
Entering Unmasked Estep 
Score: -25137372.000000 Penalty: 6062.519531
	Iteration 160F: 3 clusters Score -2.513737e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61375 members 
Mstep: Class 2 contains 142003 members 
Entering Unmasked Estep 
Score: -25137370.000000 Penalty: 6062.519531
	Iteration 161Q: 3 clusters Score -2.513737e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61314 members 
Mstep: Class 2 contains 142064 members 
Entering Unmasked Estep 
Score: -25137388.000000 Penalty: 6062.519531
	Iteration 162Q: 3 clusters Score -2.513739e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61238 members 
Mstep: Class 2 contains 142140 members 
Entering Unmasked Estep 
Score: -25137414.000000 Penalty: 6062.519531
	Iteration 163Q: 3 clusters Score -2.513741e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61183 members 
Mstep: Class 2 contains 142195 members 
Entering Unmasked Estep 
Score: -25137398.000000 Penalty: 6062.519531
	Iteration 164Q: 3 clusters Score -2.51374e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61112 members 
Mstep: Class 2 contains 142266 members 
Entering Unmasked Estep 
Score: -25137368.000000 Penalty: 6062.519531
	Iteration 165Q: 3 clusters Score -2.513737e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61026 members 
Mstep: Class 2 contains 142352 members 
Entering Unmasked Estep 
Score: -25137386.000000 Penalty: 6062.519531
	Iteration 166Q: 3 clusters Score -2.513739e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60960 members 
Mstep: Class 2 contains 142418 members 
Entering Unmasked Estep 
Score: -25137398.000000 Penalty: 6062.519531
	Iteration 167Q: 3 clusters Score -2.51374e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60885 members 
Mstep: Class 2 contains 142493 members 
Entering Unmasked Estep 
Score: -25137388.000000 Penalty: 6062.519531
	Iteration 168Q: 3 clusters Score -2.513739e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60811 members 
Mstep: Class 2 contains 142567 members 
Entering Unmasked Estep 
Score: -25137424.000000 Penalty: 6062.519531
	Iteration 169Q: 3 clusters Score -2.513742e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60746 members 
Mstep: Class 2 contains 142632 members 
Entering Unmasked Estep 
Score: -25137426.000000 Penalty: 6062.519531
	Iteration 170Q: 3 clusters Score -2.513743e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60672 members 
Mstep: Class 2 contains 142706 members 
Entering Unmasked Estep 
Score: -25137426.000000 Penalty: 6062.519531
	Iteration 171Q: 3 clusters Score -2.513743e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60601 members 
Mstep: Class 2 contains 142777 members 
Entering Unmasked Estep 
Score: -25137406.000000 Penalty: 6062.519531
	Iteration 172Q: 3 clusters Score -2.513741e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60531 members 
Mstep: Class 2 contains 142847 members 
Entering Unmasked Estep 
Score: -25137412.000000 Penalty: 6062.519531
	Iteration 173Q: 3 clusters Score -2.513741e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60469 members 
Mstep: Class 2 contains 142909 members 
Entering Unmasked Estep 
Score: -25137412.000000 Penalty: 6062.519531
	Iteration 174Q: 3 clusters Score -2.513741e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60404 members 
Mstep: Class 2 contains 142974 members 
Entering Unmasked Estep 
Score: -25137408.000000 Penalty: 6062.519531
	Iteration 175Q: 3 clusters Score -2.513741e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60338 members 
Mstep: Class 2 contains 143040 members 
Entering Unmasked Estep 
Score: -25137400.000000 Penalty: 6062.519531
	Iteration 176Q: 3 clusters Score -2.51374e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60283 members 
Mstep: Class 2 contains 143095 members 
Entering Unmasked Estep 
Score: -25137410.000000 Penalty: 6062.519531
	Iteration 177Q: 3 clusters Score -2.513741e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60233 members 
Mstep: Class 2 contains 143145 members 
Entering Unmasked Estep 
Score: -25137406.000000 Penalty: 6062.519531
	Iteration 178Q: 3 clusters Score -2.513741e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60169 members 
Mstep: Class 2 contains 143209 members 
Entering Unmasked Estep 
Score: -25137374.000000 Penalty: 6062.519531
	Iteration 179Q: 3 clusters Score -2.513737e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60115 members 
Mstep: Class 2 contains 143263 members 
Entering Unmasked Estep 
Score: -25137398.000000 Penalty: 6062.519531
	Iteration 180F: 3 clusters Score -2.51374e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60045 members 
Mstep: Class 2 contains 143333 members 
Entering Unmasked Estep 
Score: -25137386.000000 Penalty: 6062.519531
	Iteration 181Q: 3 clusters Score -2.513739e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59993 members 
Mstep: Class 2 contains 143385 members 
Entering Unmasked Estep 
Score: -25137406.000000 Penalty: 6062.519531
	Iteration 182Q: 3 clusters Score -2.513741e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59931 members 
Mstep: Class 2 contains 143447 members 
Entering Unmasked Estep 
Score: -25137402.000000 Penalty: 6062.519531
	Iteration 183Q: 3 clusters Score -2.51374e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59855 members 
Mstep: Class 2 contains 143523 members 
Entering Unmasked Estep 
Score: -25137400.000000 Penalty: 6062.519531
	Iteration 184Q: 3 clusters Score -2.51374e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59780 members 
Mstep: Class 2 contains 143598 members 
Entering Unmasked Estep 
Score: -25137462.000000 Penalty: 6062.519531
	Iteration 185Q: 3 clusters Score -2.513746e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59709 members 
Mstep: Class 2 contains 143669 members 
Entering Unmasked Estep 
Score: -25137456.000000 Penalty: 6062.519531
	Iteration 186Q: 3 clusters Score -2.513746e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59632 members 
Mstep: Class 2 contains 143746 members 
Entering Unmasked Estep 
Score: -25137444.000000 Penalty: 6062.519531
	Iteration 187Q: 3 clusters Score -2.513744e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59559 members 
Mstep: Class 2 contains 143819 members 
Entering Unmasked Estep 
Score: -25137446.000000 Penalty: 6062.519531
	Iteration 188Q: 3 clusters Score -2.513745e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59500 members 
Mstep: Class 2 contains 143878 members 
Entering Unmasked Estep 
Score: -25137472.000000 Penalty: 6062.519531
	Iteration 189Q: 3 clusters Score -2.513747e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59443 members 
Mstep: Class 2 contains 143935 members 
Entering Unmasked Estep 
Score: -25137478.000000 Penalty: 6062.519531
	Iteration 190Q: 3 clusters Score -2.513748e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59377 members 
Mstep: Class 2 contains 144001 members 
Entering Unmasked Estep 
Score: -25137482.000000 Penalty: 6062.519531
	Iteration 191Q: 3 clusters Score -2.513748e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59318 members 
Mstep: Class 2 contains 144060 members 
Entering Unmasked Estep 
Score: -25137464.000000 Penalty: 6062.519531
	Iteration 192Q: 3 clusters Score -2.513746e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59247 members 
Mstep: Class 2 contains 144131 members 
Entering Unmasked Estep 
Score: -25137460.000000 Penalty: 6062.519531
	Iteration 193Q: 3 clusters Score -2.513746e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59177 members 
Mstep: Class 2 contains 144201 members 
Entering Unmasked Estep 
Score: -25137470.000000 Penalty: 6062.519531
	Iteration 194Q: 3 clusters Score -2.513747e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59112 members 
Mstep: Class 2 contains 144266 members 
Entering Unmasked Estep 
Score: -25137446.000000 Penalty: 6062.519531
	Iteration 195Q: 3 clusters Score -2.513745e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59031 members 
Mstep: Class 2 contains 144347 members 
Entering Unmasked Estep 
Score: -25137466.000000 Penalty: 6062.519531
	Iteration 196Q: 3 clusters Score -2.513747e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58954 members 
Mstep: Class 2 contains 144424 members 
Entering Unmasked Estep 
Score: -25137486.000000 Penalty: 6062.519531
	Iteration 197Q: 3 clusters Score -2.513749e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58881 members 
Mstep: Class 2 contains 144497 members 
Entering Unmasked Estep 
Score: -25137486.000000 Penalty: 6062.519531
	Iteration 198Q: 3 clusters Score -2.513749e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58818 members 
Mstep: Class 2 contains 144560 members 
Entering Unmasked Estep 
Score: -25137490.000000 Penalty: 6062.519531
	Iteration 199Q: 3 clusters Score -2.513749e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58752 members 
Mstep: Class 2 contains 144626 members 
Entering Unmasked Estep 
Score: -25137486.000000 Penalty: 6062.519531
	Iteration 200F: 3 clusters Score -2.513749e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58672 members 
Mstep: Class 2 contains 144706 members 
Entering Unmasked Estep 
Score: -25137518.000000 Penalty: 6062.519531
	Iteration 201Q: 3 clusters Score -2.513752e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58598 members 
Mstep: Class 2 contains 144780 members 
Entering Unmasked Estep 
Score: -25137504.000000 Penalty: 6062.519531
	Iteration 202Q: 3 clusters Score -2.51375e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58526 members 
Mstep: Class 2 contains 144852 members 
Entering Unmasked Estep 
Score: -25137522.000000 Penalty: 6062.519531
	Iteration 203Q: 3 clusters Score -2.513752e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58466 members 
Mstep: Class 2 contains 144912 members 
Entering Unmasked Estep 
Score: -25137528.000000 Penalty: 6062.519531
	Iteration 204Q: 3 clusters Score -2.513753e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58371 members 
Mstep: Class 2 contains 145007 members 
Entering Unmasked Estep 
Score: -25137534.000000 Penalty: 6062.519531
	Iteration 205Q: 3 clusters Score -2.513753e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58270 members 
Mstep: Class 2 contains 145108 members 
Entering Unmasked Estep 
Score: -25137528.000000 Penalty: 6062.519531
	Iteration 206Q: 3 clusters Score -2.513753e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58163 members 
Mstep: Class 2 contains 145215 members 
Entering Unmasked Estep 
Score: -25137538.000000 Penalty: 6062.519531
	Iteration 207Q: 3 clusters Score -2.513754e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58081 members 
Mstep: Class 2 contains 145297 members 
Entering Unmasked Estep 
Score: -25137560.000000 Penalty: 6062.519531
	Iteration 208Q: 3 clusters Score -2.513756e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57972 members 
Mstep: Class 2 contains 145406 members 
Entering Unmasked Estep 
Score: -25137536.000000 Penalty: 6062.519531
	Iteration 209Q: 3 clusters Score -2.513754e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57858 members 
Mstep: Class 2 contains 145520 members 
Entering Unmasked Estep 
Score: -25137540.000000 Penalty: 6062.519531
	Iteration 210Q: 3 clusters Score -2.513754e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57758 members 
Mstep: Class 2 contains 145620 members 
Entering Unmasked Estep 
Score: -25137532.000000 Penalty: 6062.519531
	Iteration 211Q: 3 clusters Score -2.513753e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57655 members 
Mstep: Class 2 contains 145723 members 
Entering Unmasked Estep 
Score: -25137534.000000 Penalty: 6062.519531
	Iteration 212Q: 3 clusters Score -2.513753e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57552 members 
Mstep: Class 2 contains 145826 members 
Entering Unmasked Estep 
Score: -25137552.000000 Penalty: 6062.519531
	Iteration 213Q: 3 clusters Score -2.513755e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57448 members 
Mstep: Class 2 contains 145930 members 
Entering Unmasked Estep 
Score: -25137562.000000 Penalty: 6062.519531
	Iteration 214Q: 3 clusters Score -2.513756e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57309 members 
Mstep: Class 2 contains 146069 members 
Entering Unmasked Estep 
Score: -25137566.000000 Penalty: 6062.519531
	Iteration 215Q: 3 clusters Score -2.513757e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57148 members 
Mstep: Class 2 contains 146230 members 
Entering Unmasked Estep 
Score: -25137582.000000 Penalty: 6062.519531
	Iteration 216Q: 3 clusters Score -2.513758e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56978 members 
Mstep: Class 2 contains 146400 members 
Entering Unmasked Estep 
Score: -25137532.000000 Penalty: 6062.519531
	Iteration 217Q: 3 clusters Score -2.513753e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56837 members 
Mstep: Class 2 contains 146541 members 
Entering Unmasked Estep 
Score: -25137574.000000 Penalty: 6062.519531
	Iteration 218Q: 3 clusters Score -2.513757e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56702 members 
Mstep: Class 2 contains 146676 members 
Entering Unmasked Estep 
Score: -25137576.000000 Penalty: 6062.519531
	Iteration 219Q: 3 clusters Score -2.513758e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56590 members 
Mstep: Class 2 contains 146788 members 
Entering Unmasked Estep 
Score: -25137584.000000 Penalty: 6062.519531
	Iteration 220F: 3 clusters Score -2.513758e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56461 members 
Mstep: Class 2 contains 146917 members 
Entering Unmasked Estep 
Score: -25137568.000000 Penalty: 6062.519531
	Iteration 221Q: 3 clusters Score -2.513757e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56338 members 
Mstep: Class 2 contains 147040 members 
Entering Unmasked Estep 
Score: -25137544.000000 Penalty: 6062.519531
	Iteration 222Q: 3 clusters Score -2.513754e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56230 members 
Mstep: Class 2 contains 147148 members 
Entering Unmasked Estep 
Score: -25137546.000000 Penalty: 6062.519531
	Iteration 223Q: 3 clusters Score -2.513755e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56104 members 
Mstep: Class 2 contains 147274 members 
Entering Unmasked Estep 
Score: -25137558.000000 Penalty: 6062.519531
	Iteration 224Q: 3 clusters Score -2.513756e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55971 members 
Mstep: Class 2 contains 147407 members 
Entering Unmasked Estep 
Score: -25137536.000000 Penalty: 6062.519531
	Iteration 225Q: 3 clusters Score -2.513754e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55840 members 
Mstep: Class 2 contains 147538 members 
Entering Unmasked Estep 
Score: -25137482.000000 Penalty: 6062.519531
	Iteration 226Q: 3 clusters Score -2.513748e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55725 members 
Mstep: Class 2 contains 147653 members 
Entering Unmasked Estep 
Score: -25137494.000000 Penalty: 6062.519531
	Iteration 227Q: 3 clusters Score -2.513749e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55610 members 
Mstep: Class 2 contains 147768 members 
Entering Unmasked Estep 
Score: -25137492.000000 Penalty: 6062.519531
	Iteration 228Q: 3 clusters Score -2.513749e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55484 members 
Mstep: Class 2 contains 147894 members 
Entering Unmasked Estep 
Score: -25137528.000000 Penalty: 6062.519531
	Iteration 229Q: 3 clusters Score -2.513753e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55337 members 
Mstep: Class 2 contains 148041 members 
Entering Unmasked Estep 
Score: -25137514.000000 Penalty: 6062.519531
	Iteration 230Q: 3 clusters Score -2.513751e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55195 members 
Mstep: Class 2 contains 148183 members 
Entering Unmasked Estep 
Score: -25137562.000000 Penalty: 6062.519531
	Iteration 231Q: 3 clusters Score -2.513756e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55055 members 
Mstep: Class 2 contains 148323 members 
Entering Unmasked Estep 
Score: -25137538.000000 Penalty: 6062.519531
	Iteration 232Q: 3 clusters Score -2.513754e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54927 members 
Mstep: Class 2 contains 148451 members 
Entering Unmasked Estep 
Score: -25137554.000000 Penalty: 6062.519531
	Iteration 233Q: 3 clusters Score -2.513755e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54796 members 
Mstep: Class 2 contains 148582 members 
Entering Unmasked Estep 
Score: -25137542.000000 Penalty: 6062.519531
	Iteration 234Q: 3 clusters Score -2.513754e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54640 members 
Mstep: Class 2 contains 148738 members 
Entering Unmasked Estep 
Score: -25137578.000000 Penalty: 6062.519531
	Iteration 235Q: 3 clusters Score -2.513758e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54516 members 
Mstep: Class 2 contains 148862 members 
Entering Unmasked Estep 
Score: -25137578.000000 Penalty: 6062.519531
	Iteration 236Q: 3 clusters Score -2.513758e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54402 members 
Mstep: Class 2 contains 148976 members 
Entering Unmasked Estep 
Score: -25137572.000000 Penalty: 6062.519531
	Iteration 237Q: 3 clusters Score -2.513757e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54281 members 
Mstep: Class 2 contains 149097 members 
Entering Unmasked Estep 
Score: -25137570.000000 Penalty: 6062.519531
	Iteration 238Q: 3 clusters Score -2.513757e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54174 members 
Mstep: Class 2 contains 149204 members 
Entering Unmasked Estep 
Score: -25137622.000000 Penalty: 6062.519531
	Iteration 239Q: 3 clusters Score -2.513762e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54056 members 
Mstep: Class 2 contains 149322 members 
Entering Unmasked Estep 
Score: -25137582.000000 Penalty: 6062.519531
	Iteration 240F: 3 clusters Score -2.513758e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53965 members 
Mstep: Class 2 contains 149413 members 
Entering Unmasked Estep 
Score: -25137596.000000 Penalty: 6062.519531
	Iteration 241Q: 3 clusters Score -2.51376e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53898 members 
Mstep: Class 2 contains 149480 members 
Entering Unmasked Estep 
Score: -25137604.000000 Penalty: 6062.519531
	Iteration 242Q: 3 clusters Score -2.51376e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53827 members 
Mstep: Class 2 contains 149551 members 
Entering Unmasked Estep 
Score: -25137594.000000 Penalty: 6062.519531
	Iteration 243Q: 3 clusters Score -2.513759e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53763 members 
Mstep: Class 2 contains 149615 members 
Entering Unmasked Estep 
Score: -25137584.000000 Penalty: 6062.519531
	Iteration 244Q: 3 clusters Score -2.513758e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53704 members 
Mstep: Class 2 contains 149674 members 
Entering Unmasked Estep 
Score: -25137558.000000 Penalty: 6062.519531
	Iteration 245Q: 3 clusters Score -2.513756e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53667 members 
Mstep: Class 2 contains 149711 members 
Entering Unmasked Estep 
Score: -25137592.000000 Penalty: 6062.519531
	Iteration 246Q: 3 clusters Score -2.513759e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53632 members 
Mstep: Class 2 contains 149746 members 
Entering Unmasked Estep 
Score: -25137600.000000 Penalty: 6062.519531
	Iteration 247Q: 3 clusters Score -2.51376e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53596 members 
Mstep: Class 2 contains 149782 members 
Entering Unmasked Estep 
Score: -25137590.000000 Penalty: 6062.519531
	Iteration 248Q: 3 clusters Score -2.513759e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53555 members 
Mstep: Class 2 contains 149823 members 
Entering Unmasked Estep 
Score: -25137584.000000 Penalty: 6062.519531
	Iteration 249Q: 3 clusters Score -2.513758e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53525 members 
Mstep: Class 2 contains 149853 members 
Entering Unmasked Estep 
Score: -25137576.000000 Penalty: 6062.519531
	Iteration 250Q: 3 clusters Score -2.513758e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53503 members 
Mstep: Class 2 contains 149875 members 
Entering Unmasked Estep 
Score: -25137576.000000 Penalty: 6062.519531
	Iteration 251Q: 3 clusters Score -2.513758e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53473 members 
Mstep: Class 2 contains 149905 members 
Entering Unmasked Estep 
Score: -25137558.000000 Penalty: 6062.519531
	Iteration 252Q: 3 clusters Score -2.513756e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53437 members 
Mstep: Class 2 contains 149941 members 
Entering Unmasked Estep 
Score: -25137608.000000 Penalty: 6062.519531
	Iteration 253Q: 3 clusters Score -2.513761e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53405 members 
Mstep: Class 2 contains 149973 members 
Entering Unmasked Estep 
Score: -25137600.000000 Penalty: 6062.519531
	Iteration 254Q: 3 clusters Score -2.51376e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53379 members 
Mstep: Class 2 contains 149999 members 
Entering Unmasked Estep 
Score: -25137580.000000 Penalty: 6062.519531
	Iteration 255Q: 3 clusters Score -2.513758e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53352 members 
Mstep: Class 2 contains 150026 members 
Entering Unmasked Estep 
Score: -25137578.000000 Penalty: 6062.519531
	Iteration 256Q: 3 clusters Score -2.513758e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53318 members 
Mstep: Class 2 contains 150060 members 
Entering Unmasked Estep 
Score: -25137598.000000 Penalty: 6062.519531
	Iteration 257Q: 3 clusters Score -2.51376e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53285 members 
Mstep: Class 2 contains 150093 members 
Entering Unmasked Estep 
Score: -25137608.000000 Penalty: 6062.519531
	Iteration 258Q: 3 clusters Score -2.513761e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53252 members 
Mstep: Class 2 contains 150126 members 
Entering Unmasked Estep 
Score: -25137634.000000 Penalty: 6062.519531
	Iteration 259Q: 3 clusters Score -2.513763e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53211 members 
Mstep: Class 2 contains 150167 members 
Entering Unmasked Estep 
Score: -25137636.000000 Penalty: 6062.519531
	Iteration 260F: 3 clusters Score -2.513764e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53182 members 
Mstep: Class 2 contains 150196 members 
Entering Unmasked Estep 
Score: -25137672.000000 Penalty: 6062.519531
	Iteration 261Q: 3 clusters Score -2.513767e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53151 members 
Mstep: Class 2 contains 150227 members 
Entering Unmasked Estep 
Score: -25137664.000000 Penalty: 6062.519531
	Iteration 262Q: 3 clusters Score -2.513766e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53115 members 
Mstep: Class 2 contains 150263 members 
Entering Unmasked Estep 
Score: -25137682.000000 Penalty: 6062.519531
	Iteration 263Q: 3 clusters Score -2.513768e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53081 members 
Mstep: Class 2 contains 150297 members 
Entering Unmasked Estep 
Score: -25137668.000000 Penalty: 6062.519531
	Iteration 264Q: 3 clusters Score -2.513767e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53049 members 
Mstep: Class 2 contains 150329 members 
Entering Unmasked Estep 
Score: -25137650.000000 Penalty: 6062.519531
	Iteration 265Q: 3 clusters Score -2.513765e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53030 members 
Mstep: Class 2 contains 150348 members 
Entering Unmasked Estep 
Score: -25137650.000000 Penalty: 6062.519531
	Iteration 266Q: 3 clusters Score -2.513765e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53010 members 
Mstep: Class 2 contains 150368 members 
Entering Unmasked Estep 
Score: -25137632.000000 Penalty: 6062.519531
	Iteration 267Q: 3 clusters Score -2.513763e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52984 members 
Mstep: Class 2 contains 150394 members 
Entering Unmasked Estep 
Score: -25137638.000000 Penalty: 6062.519531
	Iteration 268Q: 3 clusters Score -2.513764e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52955 members 
Mstep: Class 2 contains 150423 members 
Entering Unmasked Estep 
Score: -25137634.000000 Penalty: 6062.519531
	Iteration 269Q: 3 clusters Score -2.513763e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52919 members 
Mstep: Class 2 contains 150459 members 
Entering Unmasked Estep 
Score: -25137648.000000 Penalty: 6062.519531
	Iteration 270Q: 3 clusters Score -2.513765e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52875 members 
Mstep: Class 2 contains 150503 members 
Entering Unmasked Estep 
Score: -25137674.000000 Penalty: 6062.519531
	Iteration 271Q: 3 clusters Score -2.513767e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52847 members 
Mstep: Class 2 contains 150531 members 
Entering Unmasked Estep 
Score: -25137696.000000 Penalty: 6062.519531
	Iteration 272Q: 3 clusters Score -2.51377e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52811 members 
Mstep: Class 2 contains 150567 members 
Entering Unmasked Estep 
Score: -25137688.000000 Penalty: 6062.519531
	Iteration 273Q: 3 clusters Score -2.513769e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52782 members 
Mstep: Class 2 contains 150596 members 
Entering Unmasked Estep 
Score: -25137698.000000 Penalty: 6062.519531
	Iteration 274Q: 3 clusters Score -2.51377e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52758 members 
Mstep: Class 2 contains 150620 members 
Entering Unmasked Estep 
Score: -25137676.000000 Penalty: 6062.519531
	Iteration 275Q: 3 clusters Score -2.513768e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52740 members 
Mstep: Class 2 contains 150638 members 
Entering Unmasked Estep 
Score: -25137690.000000 Penalty: 6062.519531
	Iteration 276Q: 3 clusters Score -2.513769e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52712 members 
Mstep: Class 2 contains 150666 members 
Entering Unmasked Estep 
Score: -25137664.000000 Penalty: 6062.519531
	Iteration 277Q: 3 clusters Score -2.513766e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52690 members 
Mstep: Class 2 contains 150688 members 
Entering Unmasked Estep 
Score: -25137648.000000 Penalty: 6062.519531
	Iteration 278Q: 3 clusters Score -2.513765e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52665 members 
Mstep: Class 2 contains 150713 members 
Entering Unmasked Estep 
Score: -25137668.000000 Penalty: 6062.519531
	Iteration 279Q: 3 clusters Score -2.513767e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52626 members 
Mstep: Class 2 contains 150752 members 
Entering Unmasked Estep 
Score: -25137660.000000 Penalty: 6062.519531
	Iteration 280F: 3 clusters Score -2.513766e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52594 members 
Mstep: Class 2 contains 150784 members 
Entering Unmasked Estep 
Score: -25137660.000000 Penalty: 6062.519531
	Iteration 281Q: 3 clusters Score -2.513766e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52563 members 
Mstep: Class 2 contains 150815 members 
Entering Unmasked Estep 
Score: -25137660.000000 Penalty: 6062.519531
	Iteration 282Q: 3 clusters Score -2.513766e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52529 members 
Mstep: Class 2 contains 150849 members 
Entering Unmasked Estep 
Score: -25137654.000000 Penalty: 6062.519531
	Iteration 283Q: 3 clusters Score -2.513765e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52494 members 
Mstep: Class 2 contains 150884 members 
Entering Unmasked Estep 
Score: -25137640.000000 Penalty: 6062.519531
	Iteration 284Q: 3 clusters Score -2.513764e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52451 members 
Mstep: Class 2 contains 150927 members 
Entering Unmasked Estep 
Score: -25137664.000000 Penalty: 6062.519531
	Iteration 285Q: 3 clusters Score -2.513766e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52425 members 
Mstep: Class 2 contains 150953 members 
Entering Unmasked Estep 
Score: -25137680.000000 Penalty: 6062.519531
	Iteration 286Q: 3 clusters Score -2.513768e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52392 members 
Mstep: Class 2 contains 150986 members 
Entering Unmasked Estep 
Score: -25137678.000000 Penalty: 6062.519531
	Iteration 287Q: 3 clusters Score -2.513768e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52371 members 
Mstep: Class 2 contains 151007 members 
Entering Unmasked Estep 
Score: -25137648.000000 Penalty: 6062.519531
	Iteration 288Q: 3 clusters Score -2.513765e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52345 members 
Mstep: Class 2 contains 151033 members 
Entering Unmasked Estep 
Score: -25137644.000000 Penalty: 6062.519531
	Iteration 289Q: 3 clusters Score -2.513764e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52326 members 
Mstep: Class 2 contains 151052 members 
Entering Unmasked Estep 
Score: -25137636.000000 Penalty: 6062.519531
	Iteration 290Q: 3 clusters Score -2.513764e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52311 members 
Mstep: Class 2 contains 151067 members 
Entering Unmasked Estep 
Score: -25137646.000000 Penalty: 6062.519531
	Iteration 291Q: 3 clusters Score -2.513765e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52302 members 
Mstep: Class 2 contains 151076 members 
Entering Unmasked Estep 
Score: -25137640.000000 Penalty: 6062.519531
	Iteration 292Q: 3 clusters Score -2.513764e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52294 members 
Mstep: Class 2 contains 151084 members 
Entering Unmasked Estep 
Score: -25137622.000000 Penalty: 6062.519531
	Iteration 293Q: 3 clusters Score -2.513762e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52284 members 
Mstep: Class 2 contains 151094 members 
Entering Unmasked Estep 
Score: -25137616.000000 Penalty: 6062.519531
	Iteration 294Q: 3 clusters Score -2.513762e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52269 members 
Mstep: Class 2 contains 151109 members 
Entering Unmasked Estep 
Score: -25137626.000000 Penalty: 6062.519531
	Iteration 295Q: 3 clusters Score -2.513763e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52250 members 
Mstep: Class 2 contains 151128 members 
Entering Unmasked Estep 
Score: -25137638.000000 Penalty: 6062.519531
	Iteration 296Q: 3 clusters Score -2.513764e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52229 members 
Mstep: Class 2 contains 151149 members 
Entering Unmasked Estep 
Score: -25137636.000000 Penalty: 6062.519531
	Iteration 297Q: 3 clusters Score -2.513764e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52201 members 
Mstep: Class 2 contains 151177 members 
Entering Unmasked Estep 
Score: -25137632.000000 Penalty: 6062.519531
	Iteration 298Q: 3 clusters Score -2.513763e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52175 members 
Mstep: Class 2 contains 151203 members 
Entering Unmasked Estep 
Score: -25137648.000000 Penalty: 6062.519531
	Iteration 299Q: 3 clusters Score -2.513765e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52141 members 
Mstep: Class 2 contains 151237 members 
Entering Unmasked Estep 
Score: -25137646.000000 Penalty: 6062.519531
	Iteration 300F: 3 clusters Score -2.513765e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52109 members 
Mstep: Class 2 contains 151269 members 
Entering Unmasked Estep 
Score: -25137660.000000 Penalty: 6062.519531
	Iteration 301Q: 3 clusters Score -2.513766e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52078 members 
Mstep: Class 2 contains 151300 members 
Entering Unmasked Estep 
Score: -25137690.000000 Penalty: 6062.519531
	Iteration 302Q: 3 clusters Score -2.513769e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52049 members 
Mstep: Class 2 contains 151329 members 
Entering Unmasked Estep 
Score: -25137668.000000 Penalty: 6062.519531
	Iteration 303Q: 3 clusters Score -2.513767e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52025 members 
Mstep: Class 2 contains 151353 members 
Entering Unmasked Estep 
Score: -25137654.000000 Penalty: 6062.519531
	Iteration 304Q: 3 clusters Score -2.513765e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51998 members 
Mstep: Class 2 contains 151380 members 
Entering Unmasked Estep 
Score: -25137642.000000 Penalty: 6062.519531
	Iteration 305Q: 3 clusters Score -2.513764e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51975 members 
Mstep: Class 2 contains 151403 members 
Entering Unmasked Estep 
Score: -25137610.000000 Penalty: 6062.519531
	Iteration 306Q: 3 clusters Score -2.513761e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51955 members 
Mstep: Class 2 contains 151423 members 
Entering Unmasked Estep 
Score: -25137634.000000 Penalty: 6062.519531
	Iteration 307Q: 3 clusters Score -2.513763e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51934 members 
Mstep: Class 2 contains 151444 members 
Entering Unmasked Estep 
Score: -25137658.000000 Penalty: 6062.519531
	Iteration 308Q: 3 clusters Score -2.513766e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51912 members 
Mstep: Class 2 contains 151466 members 
Entering Unmasked Estep 
Score: -25137658.000000 Penalty: 6062.519531
	Iteration 309Q: 3 clusters Score -2.513766e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51887 members 
Mstep: Class 2 contains 151491 members 
Entering Unmasked Estep 
Score: -25137654.000000 Penalty: 6062.519531
	Iteration 310Q: 3 clusters Score -2.513765e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51863 members 
Mstep: Class 2 contains 151515 members 
Entering Unmasked Estep 
Score: -25137662.000000 Penalty: 6062.519531
	Iteration 311Q: 3 clusters Score -2.513766e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51828 members 
Mstep: Class 2 contains 151550 members 
Entering Unmasked Estep 
Score: -25137678.000000 Penalty: 6062.519531
	Iteration 312Q: 3 clusters Score -2.513768e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51786 members 
Mstep: Class 2 contains 151592 members 
Entering Unmasked Estep 
Score: -25137724.000000 Penalty: 6062.519531
	Iteration 313Q: 3 clusters Score -2.513772e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51742 members 
Mstep: Class 2 contains 151636 members 
Entering Unmasked Estep 
Score: -25137740.000000 Penalty: 6062.519531
	Iteration 314Q: 3 clusters Score -2.513774e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51691 members 
Mstep: Class 2 contains 151687 members 
Entering Unmasked Estep 
Score: -25137776.000000 Penalty: 6062.519531
	Iteration 315Q: 3 clusters Score -2.513778e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51632 members 
Mstep: Class 2 contains 151746 members 
Entering Unmasked Estep 
Score: -25137798.000000 Penalty: 6062.519531
	Iteration 316Q: 3 clusters Score -2.51378e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51559 members 
Mstep: Class 2 contains 151819 members 
Entering Unmasked Estep 
Score: -25137806.000000 Penalty: 6062.519531
	Iteration 317Q: 3 clusters Score -2.513781e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51485 members 
Mstep: Class 2 contains 151893 members 
Entering Unmasked Estep 
Score: -25137782.000000 Penalty: 6062.519531
	Iteration 318Q: 3 clusters Score -2.513778e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51404 members 
Mstep: Class 2 contains 151974 members 
Entering Unmasked Estep 
Score: -25137792.000000 Penalty: 6062.519531
	Iteration 319Q: 3 clusters Score -2.513779e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51319 members 
Mstep: Class 2 contains 152059 members 
Entering Unmasked Estep 
Score: -25137828.000000 Penalty: 6062.519531
	Iteration 320F: 3 clusters Score -2.513783e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51237 members 
Mstep: Class 2 contains 152141 members 
Entering Unmasked Estep 
Score: -25137770.000000 Penalty: 6062.519531
	Iteration 321Q: 3 clusters Score -2.513777e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51171 members 
Mstep: Class 2 contains 152207 members 
Entering Unmasked Estep 
Score: -25137806.000000 Penalty: 6062.519531
	Iteration 322Q: 3 clusters Score -2.513781e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51110 members 
Mstep: Class 2 contains 152268 members 
Entering Unmasked Estep 
Score: -25137792.000000 Penalty: 6062.519531
	Iteration 323Q: 3 clusters Score -2.513779e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51054 members 
Mstep: Class 2 contains 152324 members 
Entering Unmasked Estep 
Score: -25137854.000000 Penalty: 6062.519531
	Iteration 324Q: 3 clusters Score -2.513785e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51016 members 
Mstep: Class 2 contains 152362 members 
Entering Unmasked Estep 
Score: -25137846.000000 Penalty: 6062.519531
	Iteration 325Q: 3 clusters Score -2.513785e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50969 members 
Mstep: Class 2 contains 152409 members 
Entering Unmasked Estep 
Score: -25137862.000000 Penalty: 6062.519531
	Iteration 326Q: 3 clusters Score -2.513786e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50916 members 
Mstep: Class 2 contains 152462 members 
Entering Unmasked Estep 
Score: -25137846.000000 Penalty: 6062.519531
	Iteration 327Q: 3 clusters Score -2.513785e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50857 members 
Mstep: Class 2 contains 152521 members 
Entering Unmasked Estep 
Score: -25137854.000000 Penalty: 6062.519531
	Iteration 328Q: 3 clusters Score -2.513785e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50797 members 
Mstep: Class 2 contains 152581 members 
Entering Unmasked Estep 
Score: -25137816.000000 Penalty: 6062.519531
	Iteration 329Q: 3 clusters Score -2.513782e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50734 members 
Mstep: Class 2 contains 152644 members 
Entering Unmasked Estep 
Score: -25137774.000000 Penalty: 6062.519531
	Iteration 330Q: 3 clusters Score -2.513777e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50680 members 
Mstep: Class 2 contains 152698 members 
Entering Unmasked Estep 
Score: -25137812.000000 Penalty: 6062.519531
	Iteration 331Q: 3 clusters Score -2.513781e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50624 members 
Mstep: Class 2 contains 152754 members 
Entering Unmasked Estep 
Score: -25137802.000000 Penalty: 6062.519531
	Iteration 332Q: 3 clusters Score -2.51378e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50575 members 
Mstep: Class 2 contains 152803 members 
Entering Unmasked Estep 
Score: -25137816.000000 Penalty: 6062.519531
	Iteration 333Q: 3 clusters Score -2.513782e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50517 members 
Mstep: Class 2 contains 152861 members 
Entering Unmasked Estep 
Score: -25137822.000000 Penalty: 6062.519531
	Iteration 334Q: 3 clusters Score -2.513782e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50463 members 
Mstep: Class 2 contains 152915 members 
Entering Unmasked Estep 
Score: -25137802.000000 Penalty: 6062.519531
	Iteration 335Q: 3 clusters Score -2.51378e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50426 members 
Mstep: Class 2 contains 152952 members 
Entering Unmasked Estep 
Score: -25137802.000000 Penalty: 6062.519531
	Iteration 336Q: 3 clusters Score -2.51378e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50380 members 
Mstep: Class 2 contains 152998 members 
Entering Unmasked Estep 
Score: -25137788.000000 Penalty: 6062.519531
	Iteration 337Q: 3 clusters Score -2.513779e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50341 members 
Mstep: Class 2 contains 153037 members 
Entering Unmasked Estep 
Score: -25137788.000000 Penalty: 6062.519531
	Iteration 338Q: 3 clusters Score -2.513779e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50314 members 
Mstep: Class 2 contains 153064 members 
Entering Unmasked Estep 
Score: -25137818.000000 Penalty: 6062.519531
	Iteration 339Q: 3 clusters Score -2.513782e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50274 members 
Mstep: Class 2 contains 153104 members 
Entering Unmasked Estep 
Score: -25137840.000000 Penalty: 6062.519531
	Iteration 340F: 3 clusters Score -2.513784e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50238 members 
Mstep: Class 2 contains 153140 members 
Entering Unmasked Estep 
Score: -25137834.000000 Penalty: 6062.519531
	Iteration 341Q: 3 clusters Score -2.513783e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50209 members 
Mstep: Class 2 contains 153169 members 
Entering Unmasked Estep 
Score: -25137838.000000 Penalty: 6062.519531
	Iteration 342Q: 3 clusters Score -2.513784e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50179 members 
Mstep: Class 2 contains 153199 members 
Entering Unmasked Estep 
Score: -25137824.000000 Penalty: 6062.519531
	Iteration 343Q: 3 clusters Score -2.513782e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50153 members 
Mstep: Class 2 contains 153225 members 
Entering Unmasked Estep 
Score: -25137820.000000 Penalty: 6062.519531
	Iteration 344Q: 3 clusters Score -2.513782e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50128 members 
Mstep: Class 2 contains 153250 members 
Entering Unmasked Estep 
Score: -25137838.000000 Penalty: 6062.519531
	Iteration 345Q: 3 clusters Score -2.513784e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50101 members 
Mstep: Class 2 contains 153277 members 
Entering Unmasked Estep 
Score: -25137822.000000 Penalty: 6062.519531
	Iteration 346Q: 3 clusters Score -2.513782e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50080 members 
Mstep: Class 2 contains 153298 members 
Entering Unmasked Estep 
Score: -25137834.000000 Penalty: 6062.519531
	Iteration 347Q: 3 clusters Score -2.513783e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50063 members 
Mstep: Class 2 contains 153315 members 
Entering Unmasked Estep 
Score: -25137828.000000 Penalty: 6062.519531
	Iteration 348Q: 3 clusters Score -2.513783e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50047 members 
Mstep: Class 2 contains 153331 members 
Entering Unmasked Estep 
Score: -25137804.000000 Penalty: 6062.519531
	Iteration 349Q: 3 clusters Score -2.51378e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50024 members 
Mstep: Class 2 contains 153354 members 
Entering Unmasked Estep 
Score: -25137804.000000 Penalty: 6062.519531
	Iteration 350Q: 3 clusters Score -2.51378e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49991 members 
Mstep: Class 2 contains 153387 members 
Entering Unmasked Estep 
Score: -25137794.000000 Penalty: 6062.519531
	Iteration 351Q: 3 clusters Score -2.513779e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49968 members 
Mstep: Class 2 contains 153410 members 
Entering Unmasked Estep 
Score: -25137816.000000 Penalty: 6062.519531
	Iteration 352Q: 3 clusters Score -2.513782e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49951 members 
Mstep: Class 2 contains 153427 members 
Entering Unmasked Estep 
Score: -25137808.000000 Penalty: 6062.519531
	Iteration 353Q: 3 clusters Score -2.513781e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49927 members 
Mstep: Class 2 contains 153451 members 
Entering Unmasked Estep 
Score: -25137838.000000 Penalty: 6062.519531
	Iteration 354Q: 3 clusters Score -2.513784e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49907 members 
Mstep: Class 2 contains 153471 members 
Entering Unmasked Estep 
Score: -25137816.000000 Penalty: 6062.519531
	Iteration 355Q: 3 clusters Score -2.513782e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49895 members 
Mstep: Class 2 contains 153483 members 
Entering Unmasked Estep 
Score: -25137820.000000 Penalty: 6062.519531
	Iteration 356Q: 3 clusters Score -2.513782e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49885 members 
Mstep: Class 2 contains 153493 members 
Entering Unmasked Estep 
Score: -25137808.000000 Penalty: 6062.519531
	Iteration 357Q: 3 clusters Score -2.513781e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49876 members 
Mstep: Class 2 contains 153502 members 
Entering Unmasked Estep 
Score: -25137814.000000 Penalty: 6062.519531
	Iteration 358Q: 3 clusters Score -2.513781e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49867 members 
Mstep: Class 2 contains 153511 members 
Entering Unmasked Estep 
Score: -25137804.000000 Penalty: 6062.519531
	Iteration 359Q: 3 clusters Score -2.51378e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49857 members 
Mstep: Class 2 contains 153521 members 
Entering Unmasked Estep 
Score: -25137816.000000 Penalty: 6062.519531
	Iteration 360F: 3 clusters Score -2.513782e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49843 members 
Mstep: Class 2 contains 153535 members 
Entering Unmasked Estep 
Score: -25137792.000000 Penalty: 6062.519531
	Iteration 361Q: 3 clusters Score -2.513779e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49822 members 
Mstep: Class 2 contains 153556 members 
Entering Unmasked Estep 
Score: -25137816.000000 Penalty: 6062.519531
	Iteration 362Q: 3 clusters Score -2.513782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49816 members 
Mstep: Class 2 contains 153562 members 
Entering Unmasked Estep 
Score: -25137818.000000 Penalty: 6062.519531
	Iteration 363Q: 3 clusters Score -2.513782e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49809 members 
Mstep: Class 2 contains 153569 members 
Entering Unmasked Estep 
Score: -25137828.000000 Penalty: 6062.519531
	Iteration 364Q: 3 clusters Score -2.513783e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49805 members 
Mstep: Class 2 contains 153573 members 
Entering Unmasked Estep 
Score: -25137820.000000 Penalty: 6062.519531
	Iteration 365Q: 3 clusters Score -2.513782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49803 members 
Mstep: Class 2 contains 153575 members 
Entering Unmasked Estep 
Score: -25137836.000000 Penalty: 6062.519531
	Iteration 366Q: 3 clusters Score -2.513784e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49799 members 
Mstep: Class 2 contains 153579 members 
Entering Unmasked Estep 
Score: -25137836.000000 Penalty: 6062.519531
	Iteration 367Q: 3 clusters Score -2.513784e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49798 members 
Mstep: Class 2 contains 153580 members 
Entering Unmasked Estep 
Score: -25137834.000000 Penalty: 6062.519531
	Iteration 368Q: 3 clusters Score -2.513783e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49797 members 
Mstep: Class 2 contains 153581 members 
Entering Unmasked Estep 
Score: -25137836.000000 Penalty: 6062.519531
	Iteration 369Q: 3 clusters Score -2.513784e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49797 members 
Mstep: Class 2 contains 153581 members 
Entering Unmasked Estep 
Score: -25137836.000000 Penalty: 6062.519531
	Iteration 370F: 3 clusters Score -2.513784e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -101510.062500 Penalty: 1719.488892
	Iteration 0F: 2 clusters Score -101510.1 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: -99648.195312 Penalty: 3438.977783
	Iteration 0F: 3 clusters Score -99648.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -100151.414062 Penalty: 3438.977783
	Iteration 1F: 3 clusters Score -100151.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -100358.867188 Penalty: 3438.977783
	Iteration 2F: 3 clusters Score -100358.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -100573.914062 Penalty: 3438.977783
	Iteration 3F: 3 clusters Score -100573.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -100701.640625 Penalty: 3438.977783
	Iteration 4F: 3 clusters Score -100701.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -100766.234375 Penalty: 3438.977783
	Iteration 5Q: 3 clusters Score -100766.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -100834.937500 Penalty: 3438.977783
	Iteration 6Q: 3 clusters Score -100834.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -100888.093750 Penalty: 3438.977783
	Iteration 7Q: 3 clusters Score -100888.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -100943.937500 Penalty: 3438.977783
	Iteration 8Q: 3 clusters Score -100943.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -100966.945312 Penalty: 3438.977783
	Iteration 9Q: 3 clusters Score -100966.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -100986.843750 Penalty: 3438.977783
	Iteration 10Q: 3 clusters Score -100986.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -101001.062500 Penalty: 3438.977783
	Iteration 11Q: 3 clusters Score -101001.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -101010.351562 Penalty: 3438.977783
	Iteration 12Q: 3 clusters Score -101010.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -101015.835938 Penalty: 3438.977783
	Iteration 13Q: 3 clusters Score -101015.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -101016.687500 Penalty: 3438.977783
	Iteration 14Q: 3 clusters Score -101016.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -101016.687500 Penalty: 3438.977783
	Iteration 15F: 3 clusters Score -101016.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Entering Unmasked Estep 
Score: -1166546.875000 Penalty: 2286.214355
	Iteration 0F: 2 clusters Score -1166547 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 5013 members 
Entering Unmasked Estep 
Score: -1158828.125000 Penalty: 4572.428711
	Iteration 0F: 3 clusters Score -1158828 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1161051.125000 Penalty: 4572.428711
	Iteration 1F: 3 clusters Score -1161051 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1161373.000000 Penalty: 4572.428711
	Iteration 2F: 3 clusters Score -1161373 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1161645.250000 Penalty: 4572.428711
	Iteration 3F: 3 clusters Score -1161645 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1161884.000000 Penalty: 4572.428711
	Iteration 4Q: 3 clusters Score -1161884 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1162091.375000 Penalty: 4572.428711
	Iteration 5Q: 3 clusters Score -1162091 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1162289.125000 Penalty: 4572.428711
	Iteration 6Q: 3 clusters Score -1162289 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1162490.625000 Penalty: 4572.428711
	Iteration 7Q: 3 clusters Score -1162491 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1162716.375000 Penalty: 4572.428711
	Iteration 8Q: 3 clusters Score -1162716 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1162979.000000 Penalty: 4572.428711
	Iteration 9Q: 3 clusters Score -1162979 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1163206.875000 Penalty: 4572.428711
	Iteration 10Q: 3 clusters Score -1163207 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1163421.875000 Penalty: 4572.428711
	Iteration 11Q: 3 clusters Score -1163422 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1163622.500000 Penalty: 4572.428711
	Iteration 12Q: 3 clusters Score -1163622 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1163807.000000 Penalty: 4572.428711
	Iteration 13Q: 3 clusters Score -1163807 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1163971.500000 Penalty: 4572.428711
	Iteration 14Q: 3 clusters Score -1163972 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1164138.000000 Penalty: 4572.428711
	Iteration 15Q: 3 clusters Score -1164138 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1164281.875000 Penalty: 4572.428711
	Iteration 16Q: 3 clusters Score -1164282 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1164402.375000 Penalty: 4572.428711
	Iteration 17Q: 3 clusters Score -1164402 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1164486.625000 Penalty: 4572.428711
	Iteration 18Q: 3 clusters Score -1164487 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1164542.500000 Penalty: 4572.428711
	Iteration 19Q: 3 clusters Score -1164542 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1164585.250000 Penalty: 4572.428711
	Iteration 20F: 3 clusters Score -1164585 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1164611.250000 Penalty: 4572.428711
	Iteration 21Q: 3 clusters Score -1164611 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1164633.000000 Penalty: 4572.428711
	Iteration 22Q: 3 clusters Score -1164633 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1164661.500000 Penalty: 4572.428711
	Iteration 23Q: 3 clusters Score -1164662 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1164691.750000 Penalty: 4572.428711
	Iteration 24Q: 3 clusters Score -1164692 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1164709.250000 Penalty: 4572.428711
	Iteration 25Q: 3 clusters Score -1164709 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1164725.875000 Penalty: 4572.428711
	Iteration 26Q: 3 clusters Score -1164726 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1164740.000000 Penalty: 4572.428711
	Iteration 27Q: 3 clusters Score -1164740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1164747.750000 Penalty: 4572.428711
	Iteration 28Q: 3 clusters Score -1164748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1164754.625000 Penalty: 4572.428711
	Iteration 29Q: 3 clusters Score -1164755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1164764.750000 Penalty: 4572.428711
	Iteration 30Q: 3 clusters Score -1164765 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1164771.375000 Penalty: 4572.428711
	Iteration 31Q: 3 clusters Score -1164771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1164777.250000 Penalty: 4572.428711
	Iteration 32Q: 3 clusters Score -1164777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1164780.625000 Penalty: 4572.428711
	Iteration 33Q: 3 clusters Score -1164781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1164786.375000 Penalty: 4572.428711
	Iteration 34Q: 3 clusters Score -1164786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1164787.000000 Penalty: 4572.428711
	Iteration 35Q: 3 clusters Score -1164787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1164787.000000 Penalty: 4572.428711
	Iteration 36F: 3 clusters Score -1164787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Entering Unmasked Estep 
Score: -1079007.250000 Penalty: 2258.420410
	Iteration 0F: 2 clusters Score -1079007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1072078.750000 Penalty: 4516.840820
	Iteration 0F: 3 clusters Score -1072079 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1074770.125000 Penalty: 4516.840820
	Iteration 1F: 3 clusters Score -1074770 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1076150.625000 Penalty: 4516.840820
	Iteration 2F: 3 clusters Score -1076151 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1077421.500000 Penalty: 4516.840820
	Iteration 3F: 3 clusters Score -1077422 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1078164.125000 Penalty: 4516.840820
	Iteration 4F: 3 clusters Score -1078164 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1078438.000000 Penalty: 4516.840820
	Iteration 5Q: 3 clusters Score -1078438 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1078544.750000 Penalty: 4516.840820
	Iteration 6Q: 3 clusters Score -1078545 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1078597.000000 Penalty: 4516.840820
	Iteration 7Q: 3 clusters Score -1078597 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1078623.250000 Penalty: 4516.840820
	Iteration 8Q: 3 clusters Score -1078623 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1078641.625000 Penalty: 4516.840820
	Iteration 9Q: 3 clusters Score -1078642 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1078651.125000 Penalty: 4516.840820
	Iteration 10Q: 3 clusters Score -1078651 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1078654.625000 Penalty: 4516.840820
	Iteration 11Q: 3 clusters Score -1078655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1078656.000000 Penalty: 4516.840820
	Iteration 12Q: 3 clusters Score -1078656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1078655.000000 Penalty: 4516.840820
	Iteration 13Q: 3 clusters Score -1078655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1078660.000000 Penalty: 4516.840820
	Iteration 14Q: 3 clusters Score -1078660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1078662.000000 Penalty: 4516.840820
	Iteration 15Q: 3 clusters Score -1078662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1078662.500000 Penalty: 4516.840820
	Iteration 16Q: 3 clusters Score -1078662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1078663.500000 Penalty: 4516.840820
	Iteration 17Q: 3 clusters Score -1078664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1078664.125000 Penalty: 4516.840820
	Iteration 18Q: 3 clusters Score -1078664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1078663.500000 Penalty: 4516.840820
	Iteration 19Q: 3 clusters Score -1078664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1078662.750000 Penalty: 4516.840820
	Iteration 20F: 3 clusters Score -1078663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1078664.750000 Penalty: 4516.840820
	Iteration 21Q: 3 clusters Score -1078665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1078665.875000 Penalty: 4516.840820
	Iteration 22Q: 3 clusters Score -1078666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1078666.000000 Penalty: 4516.840820
	Iteration 23Q: 3 clusters Score -1078666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1078666.000000 Penalty: 4516.840820
	Iteration 24F: 3 clusters Score -1078666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (83552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83552 members 
Entering Unmasked Estep 
Score: -10203573.000000 Penalty: 2810.639648
	Iteration 0F: 2 clusters Score -1.020357e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41790 members 
Mstep: Class 2 contains 41762 members 
Entering Unmasked Estep 
Score: -10147575.000000 Penalty: 5621.279297
	Iteration 0F: 3 clusters Score -1.014758e+07 nChanged 39320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41448 members 
Mstep: Class 2 contains 42104 members 
Entering Unmasked Estep 
Score: -10169839.000000 Penalty: 5621.279297
	Iteration 1F: 3 clusters Score -1.016984e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41172 members 
Mstep: Class 2 contains 42380 members 
Entering Unmasked Estep 
Score: -10170679.000000 Penalty: 5621.279297
	Iteration 2Q: 3 clusters Score -1.017068e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 42858 members 
Entering Unmasked Estep 
Score: -10171373.000000 Penalty: 5621.279297
	Iteration 3Q: 3 clusters Score -1.017137e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39888 members 
Mstep: Class 2 contains 43664 members 
Entering Unmasked Estep 
Score: -10172212.000000 Penalty: 5621.279297
	Iteration 4Q: 3 clusters Score -1.017221e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38763 members 
Mstep: Class 2 contains 44789 members 
Entering Unmasked Estep 
Score: -10173082.000000 Penalty: 5621.279297
	Iteration 5Q: 3 clusters Score -1.017308e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37212 members 
Mstep: Class 2 contains 46340 members 
Entering Unmasked Estep 
Score: -10174294.000000 Penalty: 5621.279297
	Iteration 6Q: 3 clusters Score -1.017429e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34914 members 
Mstep: Class 2 contains 48638 members 
Entering Unmasked Estep 
Score: -10175773.000000 Penalty: 5621.279297
	Iteration 7Q: 3 clusters Score -1.017577e+07 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 51688 members 
Entering Unmasked Estep 
Score: -10177851.000000 Penalty: 5621.279297
	Iteration 8F: 3 clusters Score -1.017785e+07 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 55494 members 
Entering Unmasked Estep 
Score: -10180401.000000 Penalty: 5621.279297
	Iteration 9F: 3 clusters Score -1.01804e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 59842 members 
Entering Unmasked Estep 
Score: -10183535.000000 Penalty: 5621.279297
	Iteration 10F: 3 clusters Score -1.018354e+07 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 64668 members 
Entering Unmasked Estep 
Score: -10187083.000000 Penalty: 5621.279297
	Iteration 11F: 3 clusters Score -1.018708e+07 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 69416 members 
Entering Unmasked Estep 
Score: -10190884.000000 Penalty: 5621.279297
	Iteration 12F: 3 clusters Score -1.019088e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 73641 members 
Entering Unmasked Estep 
Score: -10194246.000000 Penalty: 5621.279297
	Iteration 13F: 3 clusters Score -1.019425e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 77051 members 
Entering Unmasked Estep 
Score: -10196886.000000 Penalty: 5621.279297
	Iteration 14Q: 3 clusters Score -1.019689e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 79483 members 
Entering Unmasked Estep 
Score: -10198842.000000 Penalty: 5621.279297
	Iteration 15Q: 3 clusters Score -1.019884e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 80928 members 
Entering Unmasked Estep 
Score: -10200037.000000 Penalty: 5621.279297
	Iteration 16Q: 3 clusters Score -1.020004e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 81774 members 
Entering Unmasked Estep 
Score: -10200739.000000 Penalty: 5621.279297
	Iteration 17Q: 3 clusters Score -1.020074e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 82201 members 
Entering Unmasked Estep 
Score: -10201057.000000 Penalty: 5621.279297
	Iteration 18Q: 3 clusters Score -1.020106e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 82434 members 
Entering Unmasked Estep 
Score: -10201220.000000 Penalty: 5621.279297
	Iteration 19Q: 3 clusters Score -1.020122e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 82559 members 
Entering Unmasked Estep 
Score: -10201324.000000 Penalty: 5621.279297
	Iteration 20F: 3 clusters Score -1.020132e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 82616 members 
Entering Unmasked Estep 
Score: -10201397.000000 Penalty: 5621.279297
	Iteration 21Q: 3 clusters Score -1.02014e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 82652 members 
Entering Unmasked Estep 
Score: -10201427.000000 Penalty: 5621.279297
	Iteration 22Q: 3 clusters Score -1.020143e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 82681 members 
Entering Unmasked Estep 
Score: -10201458.000000 Penalty: 5621.279297
	Iteration 23Q: 3 clusters Score -1.020146e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 82702 members 
Entering Unmasked Estep 
Score: -10201495.000000 Penalty: 5621.279297
	Iteration 24Q: 3 clusters Score -1.02015e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 82723 members 
Entering Unmasked Estep 
Score: -10201505.000000 Penalty: 5621.279297
	Iteration 25Q: 3 clusters Score -1.02015e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 82744 members 
Entering Unmasked Estep 
Score: -10201526.000000 Penalty: 5621.279297
	Iteration 26Q: 3 clusters Score -1.020153e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 82754 members 
Entering Unmasked Estep 
Score: -10201542.000000 Penalty: 5621.279297
	Iteration 27Q: 3 clusters Score -1.020154e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 82758 members 
Entering Unmasked Estep 
Score: -10201561.000000 Penalty: 5621.279297
	Iteration 28Q: 3 clusters Score -1.020156e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 82757 members 
Entering Unmasked Estep 
Score: -10201560.000000 Penalty: 5621.279297
	Iteration 29Q: 3 clusters Score -1.020156e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 82763 members 
Entering Unmasked Estep 
Score: -10201555.000000 Penalty: 5621.279297
	Iteration 30Q: 3 clusters Score -1.020156e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 82764 members 
Entering Unmasked Estep 
Score: -10201570.000000 Penalty: 5621.279297
	Iteration 31Q: 3 clusters Score -1.020157e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 82770 members 
Entering Unmasked Estep 
Score: -10201575.000000 Penalty: 5621.279297
	Iteration 32Q: 3 clusters Score -1.020158e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 82775 members 
Entering Unmasked Estep 
Score: -10201582.000000 Penalty: 5621.279297
	Iteration 33Q: 3 clusters Score -1.020158e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 82784 members 
Entering Unmasked Estep 
Score: -10201585.000000 Penalty: 5621.279297
	Iteration 34Q: 3 clusters Score -1.020158e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 82788 members 
Entering Unmasked Estep 
Score: -10201581.000000 Penalty: 5621.279297
	Iteration 35Q: 3 clusters Score -1.020158e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 82789 members 
Entering Unmasked Estep 
Score: -10201598.000000 Penalty: 5621.279297
	Iteration 36Q: 3 clusters Score -1.02016e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 82786 members 
Entering Unmasked Estep 
Score: -10201591.000000 Penalty: 5621.279297
	Iteration 37Q: 3 clusters Score -1.020159e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 82789 members 
Entering Unmasked Estep 
Score: -10201594.000000 Penalty: 5621.279297
	Iteration 38Q: 3 clusters Score -1.020159e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 82792 members 
Entering Unmasked Estep 
Score: -10201601.000000 Penalty: 5621.279297
	Iteration 39Q: 3 clusters Score -1.02016e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 82789 members 
Entering Unmasked Estep 
Score: -10201603.000000 Penalty: 5621.279297
	Iteration 40F: 3 clusters Score -1.02016e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 82795 members 
Entering Unmasked Estep 
Score: -10201609.000000 Penalty: 5621.279297
	Iteration 41Q: 3 clusters Score -1.020161e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 82791 members 
Entering Unmasked Estep 
Score: -10201613.000000 Penalty: 5621.279297
	Iteration 42Q: 3 clusters Score -1.020161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 82794 members 
Entering Unmasked Estep 
Score: -10201612.000000 Penalty: 5621.279297
	Iteration 43Q: 3 clusters Score -1.020161e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 82794 members 
Entering Unmasked Estep 
Score: -10201601.000000 Penalty: 5621.279297
	Iteration 44Q: 3 clusters Score -1.02016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 82794 members 
Entering Unmasked Estep 
Score: -10201602.000000 Penalty: 5621.279297
	Iteration 45Q: 3 clusters Score -1.02016e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 82794 members 
Entering Unmasked Estep 
Score: -10201602.000000 Penalty: 5621.279297
	Iteration 46F: 3 clusters Score -1.02016e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Entering Unmasked Estep 
Score: -92034.312500 Penalty: 1705.824951
	Iteration 0F: 2 clusters Score -92034.31 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 485 members 
Entering Unmasked Estep 
Score: -90273.078125 Penalty: 3411.649902
	Iteration 0F: 3 clusters Score -90273.08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -90964.835938 Penalty: 3411.649902
	Iteration 1F: 3 clusters Score -90964.84 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -91356.929688 Penalty: 3411.649902
	Iteration 2F: 3 clusters Score -91356.93 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -91616.234375 Penalty: 3411.649902
	Iteration 3F: 3 clusters Score -91616.23 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -91818.867188 Penalty: 3411.649902
	Iteration 4F: 3 clusters Score -91818.87 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -92000.398438 Penalty: 3411.649902
	Iteration 5Q: 3 clusters Score -92000.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -92113.359375 Penalty: 3411.649902
	Iteration 6Q: 3 clusters Score -92113.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -92166.992188 Penalty: 3411.649902
	Iteration 7Q: 3 clusters Score -92166.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -92194.250000 Penalty: 3411.649902
	Iteration 8Q: 3 clusters Score -92194.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -92211.742188 Penalty: 3411.649902
	Iteration 9Q: 3 clusters Score -92211.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -92229.382812 Penalty: 3411.649902
	Iteration 10Q: 3 clusters Score -92229.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -92249.687500 Penalty: 3411.649902
	Iteration 11Q: 3 clusters Score -92249.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -92266.945312 Penalty: 3411.649902
	Iteration 12Q: 3 clusters Score -92266.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -92277.500000 Penalty: 3411.649902
	Iteration 13Q: 3 clusters Score -92277.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -92285.742188 Penalty: 3411.649902
	Iteration 14Q: 3 clusters Score -92285.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -92288.570312 Penalty: 3411.649902
	Iteration 15Q: 3 clusters Score -92288.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -92291.531250 Penalty: 3411.649902
	Iteration 16Q: 3 clusters Score -92291.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -92292.898438 Penalty: 3411.649902
	Iteration 17Q: 3 clusters Score -92292.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -92293.625000 Penalty: 3411.649902
	Iteration 18Q: 3 clusters Score -92293.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -92293.625000 Penalty: 3411.649902
	Iteration 19F: 3 clusters Score -92293.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 13752 members 
Mstep: Class 3 contains 13899 members 
Mstep: Class 4 contains 3319 members 
Mstep: Class 5 contains 42488 members 
Mstep: Class 6 contains 5941 members 
Mstep: Class 7 contains 4723 members 
Mstep: Class 8 contains 195404 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28565 members 
Mstep: Class 11 contains 17115 members 
Mstep: Class 12 contains 16746 members 
Mstep: Class 13 contains 56074 members 
Mstep: Class 14 contains 155999 members 
Mstep: Class 15 contains 29267 members 
Mstep: Class 16 contains 11526 members 
Mstep: Class 17 contains 10061 members 
Mstep: Class 18 contains 9013 members 
Mstep: Class 19 contains 14777 members 
Mstep: Class 20 contains 12307 members 
Mstep: Class 21 contains 171713 members 
Mstep: Class 22 contains 30073 members 
Mstep: Class 23 contains 25381 members 
Mstep: Class 24 contains 82343 members 
Mstep: Class 25 contains 24573 members 
Mstep: Class 26 contains 13518 members 
Mstep: Class 27 contains 332491 members 
Mstep: Class 28 contains 203378 members 
Mstep: Class 29 contains 1026 members 
Mstep: Class 30 contains 10083 members 
Mstep: Class 31 contains 9014 members 
Mstep: Class 32 contains 83552 members 
Mstep: Class 33 contains 551 members 
Mstep: Class 34 contains 222775 members 
Mstep: Class 35 contains 91107 members 
Mstep: Class 36 contains 21249 members 
Mstep: Class 37 contains 8146 members 
Mstep: Class 38 contains 904 members 
Mstep: Class 39 contains 420 members 
Entering Unmasked Estep 
Score: -235488800.000000 Penalty: 140280.062500
Splitting cluster 33 changes total score from -235490912.000000 to -235488800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (222775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222775 members 
Entering Unmasked Estep 
Score: -27358662.000000 Penalty: 3053.851562
	Iteration 0F: 2 clusters Score -2.735866e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111218 members 
Mstep: Class 2 contains 111557 members 
Entering Unmasked Estep 
Score: -27214432.000000 Penalty: 6107.703125
	Iteration 0F: 3 clusters Score -2.721443e+07 nChanged 107279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107661 members 
Mstep: Class 2 contains 115114 members 
Entering Unmasked Estep 
Score: -27277532.000000 Penalty: 6107.703125
	Iteration 1F: 3 clusters Score -2.727753e+07 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104971 members 
Mstep: Class 2 contains 117804 members 
Entering Unmasked Estep 
Score: -27278872.000000 Penalty: 6107.703125
	Iteration 2Q: 3 clusters Score -2.727887e+07 nChanged 7288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100649 members 
Mstep: Class 2 contains 122126 members 
Entering Unmasked Estep 
Score: -27280836.000000 Penalty: 6107.703125
	Iteration 3Q: 3 clusters Score -2.728084e+07 nChanged 9155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93910 members 
Mstep: Class 2 contains 128865 members 
Entering Unmasked Estep 
Score: -27284202.000000 Penalty: 6107.703125
	Iteration 4Q: 3 clusters Score -2.72842e+07 nChanged 11909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83973 members 
Mstep: Class 2 contains 138802 members 
Entering Unmasked Estep 
Score: -27290138.000000 Penalty: 6107.703125
	Iteration 5F: 3 clusters Score -2.729014e+07 nChanged 15046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70379 members 
Mstep: Class 2 contains 152396 members 
Entering Unmasked Estep 
Score: -27299700.000000 Penalty: 6107.703125
	Iteration 6F: 3 clusters Score -2.72997e+07 nChanged 17447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53800 members 
Mstep: Class 2 contains 168975 members 
Entering Unmasked Estep 
Score: -27312766.000000 Penalty: 6107.703125
	Iteration 7F: 3 clusters Score -2.731277e+07 nChanged 17443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 186050 members 
Entering Unmasked Estep 
Score: -27325826.000000 Penalty: 6107.703125
	Iteration 8F: 3 clusters Score -2.732583e+07 nChanged 14230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 200114 members 
Entering Unmasked Estep 
Score: -27336738.000000 Penalty: 6107.703125
	Iteration 9F: 3 clusters Score -2.733674e+07 nChanged 10140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 210232 members 
Entering Unmasked Estep 
Score: -27344886.000000 Penalty: 6107.703125
	Iteration 10Q: 3 clusters Score -2.734489e+07 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 216581 members 
Entering Unmasked Estep 
Score: -27350186.000000 Penalty: 6107.703125
	Iteration 11Q: 3 clusters Score -2.735019e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 220005 members 
Entering Unmasked Estep 
Score: -27353520.000000 Penalty: 6107.703125
	Iteration 12Q: 3 clusters Score -2.735352e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 221532 members 
Entering Unmasked Estep 
Score: -27354950.000000 Penalty: 6107.703125
	Iteration 13Q: 3 clusters Score -2.735495e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 222088 members 
Entering Unmasked Estep 
Score: -27355382.000000 Penalty: 6107.703125
	Iteration 14Q: 3 clusters Score -2.735538e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 222295 members 
Entering Unmasked Estep 
Score: -27355674.000000 Penalty: 6107.703125
	Iteration 15Q: 3 clusters Score -2.735567e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 222369 members 
Entering Unmasked Estep 
Score: -27355812.000000 Penalty: 6107.703125
	Iteration 16Q: 3 clusters Score -2.735581e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 222398 members 
Entering Unmasked Estep 
Score: -27355908.000000 Penalty: 6107.703125
	Iteration 17Q: 3 clusters Score -2.735591e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 222421 members 
Entering Unmasked Estep 
Score: -27355924.000000 Penalty: 6107.703125
	Iteration 18Q: 3 clusters Score -2.735592e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 222430 members 
Entering Unmasked Estep 
Score: -27355930.000000 Penalty: 6107.703125
	Iteration 19Q: 3 clusters Score -2.735593e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 222438 members 
Entering Unmasked Estep 
Score: -27355956.000000 Penalty: 6107.703125
	Iteration 20F: 3 clusters Score -2.735596e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 222438 members 
Entering Unmasked Estep 
Score: -27355968.000000 Penalty: 6107.703125
	Iteration 21Q: 3 clusters Score -2.735597e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 222440 members 
Entering Unmasked Estep 
Score: -27355980.000000 Penalty: 6107.703125
	Iteration 22Q: 3 clusters Score -2.735598e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 222441 members 
Entering Unmasked Estep 
Score: -27355992.000000 Penalty: 6107.703125
	Iteration 23Q: 3 clusters Score -2.735599e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 222446 members 
Entering Unmasked Estep 
Score: -27355994.000000 Penalty: 6107.703125
	Iteration 24Q: 3 clusters Score -2.735599e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 222448 members 
Entering Unmasked Estep 
Score: -27356002.000000 Penalty: 6107.703125
	Iteration 25Q: 3 clusters Score -2.7356e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 222448 members 
Entering Unmasked Estep 
Score: -27356002.000000 Penalty: 6107.703125
	Iteration 26F: 3 clusters Score -2.7356e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (91107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91107 members 
Entering Unmasked Estep 
Score: -11143724.000000 Penalty: 2832.107910
	Iteration 0F: 2 clusters Score -1.114372e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45663 members 
Mstep: Class 2 contains 45444 members 
Entering Unmasked Estep 
Score: -11082829.000000 Penalty: 5664.215820
	Iteration 0F: 3 clusters Score -1.108283e+07 nChanged 42948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46335 members 
Mstep: Class 2 contains 44772 members 
Entering Unmasked Estep 
Score: -11107154.000000 Penalty: 5664.215820
	Iteration 1F: 3 clusters Score -1.110715e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46894 members 
Mstep: Class 2 contains 44213 members 
Entering Unmasked Estep 
Score: -11107820.000000 Penalty: 5664.215820
	Iteration 2Q: 3 clusters Score -1.110782e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47698 members 
Mstep: Class 2 contains 43409 members 
Entering Unmasked Estep 
Score: -11108661.000000 Penalty: 5664.215820
	Iteration 3Q: 3 clusters Score -1.110866e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48805 members 
Mstep: Class 2 contains 42302 members 
Entering Unmasked Estep 
Score: -11109782.000000 Penalty: 5664.215820
	Iteration 4Q: 3 clusters Score -1.110978e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50458 members 
Mstep: Class 2 contains 40649 members 
Entering Unmasked Estep 
Score: -11111469.000000 Penalty: 5664.215820
	Iteration 5Q: 3 clusters Score -1.111147e+07 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52852 members 
Mstep: Class 2 contains 38255 members 
Entering Unmasked Estep 
Score: -11113887.000000 Penalty: 5664.215820
	Iteration 6F: 3 clusters Score -1.111389e+07 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56075 members 
Mstep: Class 2 contains 35032 members 
Entering Unmasked Estep 
Score: -11117241.000000 Penalty: 5664.215820
	Iteration 7F: 3 clusters Score -1.111724e+07 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60075 members 
Mstep: Class 2 contains 31032 members 
Entering Unmasked Estep 
Score: -11121483.000000 Penalty: 5664.215820
	Iteration 8F: 3 clusters Score -1.112148e+07 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64196 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -11126211.000000 Penalty: 5664.215820
	Iteration 9F: 3 clusters Score -1.112621e+07 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67797 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -11130395.000000 Penalty: 5664.215820
	Iteration 10F: 3 clusters Score -1.11304e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70463 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -11133336.000000 Penalty: 5664.215820
	Iteration 11Q: 3 clusters Score -1.113334e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72505 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -11135479.000000 Penalty: 5664.215820
	Iteration 12Q: 3 clusters Score -1.113548e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74096 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -11136902.000000 Penalty: 5664.215820
	Iteration 13Q: 3 clusters Score -1.11369e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75348 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -11137961.000000 Penalty: 5664.215820
	Iteration 14Q: 3 clusters Score -1.113796e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76355 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -11138770.000000 Penalty: 5664.215820
	Iteration 15Q: 3 clusters Score -1.113877e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77204 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -11139336.000000 Penalty: 5664.215820
	Iteration 16Q: 3 clusters Score -1.113934e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77905 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -11139734.000000 Penalty: 5664.215820
	Iteration 17Q: 3 clusters Score -1.113973e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78543 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -11140076.000000 Penalty: 5664.215820
	Iteration 18Q: 3 clusters Score -1.114008e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79086 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -11140270.000000 Penalty: 5664.215820
	Iteration 19Q: 3 clusters Score -1.114027e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79586 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -11140479.000000 Penalty: 5664.215820
	Iteration 20F: 3 clusters Score -1.114048e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80052 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -11140690.000000 Penalty: 5664.215820
	Iteration 21Q: 3 clusters Score -1.114069e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80474 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -11140791.000000 Penalty: 5664.215820
	Iteration 22Q: 3 clusters Score -1.114079e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80875 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -11140919.000000 Penalty: 5664.215820
	Iteration 23Q: 3 clusters Score -1.114092e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81234 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -11141017.000000 Penalty: 5664.215820
	Iteration 24Q: 3 clusters Score -1.114102e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81549 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -11141076.000000 Penalty: 5664.215820
	Iteration 25Q: 3 clusters Score -1.114108e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81864 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -11141182.000000 Penalty: 5664.215820
	Iteration 26Q: 3 clusters Score -1.114118e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82149 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -11141241.000000 Penalty: 5664.215820
	Iteration 27Q: 3 clusters Score -1.114124e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82401 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -11141294.000000 Penalty: 5664.215820
	Iteration 28Q: 3 clusters Score -1.114129e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82638 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -11141387.000000 Penalty: 5664.215820
	Iteration 29Q: 3 clusters Score -1.114139e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82876 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -11141442.000000 Penalty: 5664.215820
	Iteration 30Q: 3 clusters Score -1.114144e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83081 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -11141492.000000 Penalty: 5664.215820
	Iteration 31Q: 3 clusters Score -1.114149e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83268 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -11141501.000000 Penalty: 5664.215820
	Iteration 32Q: 3 clusters Score -1.11415e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83469 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -11141535.000000 Penalty: 5664.215820
	Iteration 33Q: 3 clusters Score -1.114154e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83655 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -11141583.000000 Penalty: 5664.215820
	Iteration 34Q: 3 clusters Score -1.114158e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83849 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -11141613.000000 Penalty: 5664.215820
	Iteration 35Q: 3 clusters Score -1.114161e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84051 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -11141637.000000 Penalty: 5664.215820
	Iteration 36Q: 3 clusters Score -1.114164e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84225 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -11141672.000000 Penalty: 5664.215820
	Iteration 37Q: 3 clusters Score -1.114167e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84383 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -11141677.000000 Penalty: 5664.215820
	Iteration 38Q: 3 clusters Score -1.114168e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84522 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -11141699.000000 Penalty: 5664.215820
	Iteration 39Q: 3 clusters Score -1.11417e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84653 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -11141725.000000 Penalty: 5664.215820
	Iteration 40F: 3 clusters Score -1.114172e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84794 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -11141753.000000 Penalty: 5664.215820
	Iteration 41Q: 3 clusters Score -1.114175e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84922 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -11141747.000000 Penalty: 5664.215820
	Iteration 42Q: 3 clusters Score -1.114175e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85050 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -11141736.000000 Penalty: 5664.215820
	Iteration 43Q: 3 clusters Score -1.114174e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85162 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -11141756.000000 Penalty: 5664.215820
	Iteration 44Q: 3 clusters Score -1.114176e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85249 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -11141771.000000 Penalty: 5664.215820
	Iteration 45Q: 3 clusters Score -1.114177e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85336 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -11141786.000000 Penalty: 5664.215820
	Iteration 46Q: 3 clusters Score -1.114179e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85420 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -11141783.000000 Penalty: 5664.215820
	Iteration 47Q: 3 clusters Score -1.114178e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85505 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -11141813.000000 Penalty: 5664.215820
	Iteration 48Q: 3 clusters Score -1.114181e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85584 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -11141833.000000 Penalty: 5664.215820
	Iteration 49Q: 3 clusters Score -1.114183e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85643 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -11141830.000000 Penalty: 5664.215820
	Iteration 50Q: 3 clusters Score -1.114183e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85695 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -11141852.000000 Penalty: 5664.215820
	Iteration 51Q: 3 clusters Score -1.114185e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85743 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -11141862.000000 Penalty: 5664.215820
	Iteration 52Q: 3 clusters Score -1.114186e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85784 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -11141869.000000 Penalty: 5664.215820
	Iteration 53Q: 3 clusters Score -1.114187e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85821 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -11141860.000000 Penalty: 5664.215820
	Iteration 54Q: 3 clusters Score -1.114186e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85859 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -11141885.000000 Penalty: 5664.215820
	Iteration 55Q: 3 clusters Score -1.114188e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85892 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -11141889.000000 Penalty: 5664.215820
	Iteration 56Q: 3 clusters Score -1.114189e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85919 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -11141899.000000 Penalty: 5664.215820
	Iteration 57Q: 3 clusters Score -1.11419e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85955 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -11141921.000000 Penalty: 5664.215820
	Iteration 58Q: 3 clusters Score -1.114192e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85991 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -11141926.000000 Penalty: 5664.215820
	Iteration 59Q: 3 clusters Score -1.114193e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86033 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -11141939.000000 Penalty: 5664.215820
	Iteration 60F: 3 clusters Score -1.114194e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86063 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -11141936.000000 Penalty: 5664.215820
	Iteration 61Q: 3 clusters Score -1.114194e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86089 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -11141939.000000 Penalty: 5664.215820
	Iteration 62Q: 3 clusters Score -1.114194e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86108 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -11141949.000000 Penalty: 5664.215820
	Iteration 63Q: 3 clusters Score -1.114195e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86135 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -11141946.000000 Penalty: 5664.215820
	Iteration 64Q: 3 clusters Score -1.114195e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86157 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -11141945.000000 Penalty: 5664.215820
	Iteration 65Q: 3 clusters Score -1.114194e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86180 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -11141950.000000 Penalty: 5664.215820
	Iteration 66Q: 3 clusters Score -1.114195e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86209 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -11141941.000000 Penalty: 5664.215820
	Iteration 67Q: 3 clusters Score -1.114194e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86243 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -11141966.000000 Penalty: 5664.215820
	Iteration 68Q: 3 clusters Score -1.114197e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86261 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -11141949.000000 Penalty: 5664.215820
	Iteration 69Q: 3 clusters Score -1.114195e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86280 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -11141952.000000 Penalty: 5664.215820
	Iteration 70Q: 3 clusters Score -1.114195e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86299 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -11141946.000000 Penalty: 5664.215820
	Iteration 71Q: 3 clusters Score -1.114195e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86321 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -11141953.000000 Penalty: 5664.215820
	Iteration 72Q: 3 clusters Score -1.114195e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86342 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -11141945.000000 Penalty: 5664.215820
	Iteration 73Q: 3 clusters Score -1.114194e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86361 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -11141958.000000 Penalty: 5664.215820
	Iteration 74Q: 3 clusters Score -1.114196e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86381 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -11141945.000000 Penalty: 5664.215820
	Iteration 75Q: 3 clusters Score -1.114194e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86405 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -11141962.000000 Penalty: 5664.215820
	Iteration 76Q: 3 clusters Score -1.114196e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86436 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -11141959.000000 Penalty: 5664.215820
	Iteration 77Q: 3 clusters Score -1.114196e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86457 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -11141964.000000 Penalty: 5664.215820
	Iteration 78Q: 3 clusters Score -1.114196e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86474 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -11141963.000000 Penalty: 5664.215820
	Iteration 79Q: 3 clusters Score -1.114196e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86494 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -11141973.000000 Penalty: 5664.215820
	Iteration 80F: 3 clusters Score -1.114197e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86506 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -11141983.000000 Penalty: 5664.215820
	Iteration 81Q: 3 clusters Score -1.114198e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86518 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -11141977.000000 Penalty: 5664.215820
	Iteration 82Q: 3 clusters Score -1.114198e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86531 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -11141993.000000 Penalty: 5664.215820
	Iteration 83Q: 3 clusters Score -1.114199e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86538 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -11141981.000000 Penalty: 5664.215820
	Iteration 84Q: 3 clusters Score -1.114198e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86546 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -11141985.000000 Penalty: 5664.215820
	Iteration 85Q: 3 clusters Score -1.114198e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86556 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -11141982.000000 Penalty: 5664.215820
	Iteration 86Q: 3 clusters Score -1.114198e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86565 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -11141986.000000 Penalty: 5664.215820
	Iteration 87Q: 3 clusters Score -1.114199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86570 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -11141993.000000 Penalty: 5664.215820
	Iteration 88Q: 3 clusters Score -1.114199e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86574 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -11141990.000000 Penalty: 5664.215820
	Iteration 89Q: 3 clusters Score -1.114199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86579 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -11141983.000000 Penalty: 5664.215820
	Iteration 90Q: 3 clusters Score -1.114198e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86588 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -11141982.000000 Penalty: 5664.215820
	Iteration 91Q: 3 clusters Score -1.114198e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86597 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -11141986.000000 Penalty: 5664.215820
	Iteration 92Q: 3 clusters Score -1.114199e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86608 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -11142004.000000 Penalty: 5664.215820
	Iteration 93Q: 3 clusters Score -1.1142e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86613 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -11142000.000000 Penalty: 5664.215820
	Iteration 94Q: 3 clusters Score -1.1142e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86614 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -11141997.000000 Penalty: 5664.215820
	Iteration 95Q: 3 clusters Score -1.1142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86615 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -11141986.000000 Penalty: 5664.215820
	Iteration 96Q: 3 clusters Score -1.114199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86616 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -11141992.000000 Penalty: 5664.215820
	Iteration 97Q: 3 clusters Score -1.114199e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86616 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -11141992.000000 Penalty: 5664.215820
	Iteration 98F: 3 clusters Score -1.114199e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (21249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Entering Unmasked Estep 
Score: -2383501.500000 Penalty: 2471.088379
	Iteration 0F: 2 clusters Score -2383502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -2368739.500000 Penalty: 4942.176758
	Iteration 0F: 3 clusters Score -2368740 nChanged 9363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -2373922.000000 Penalty: 4942.176758
	Iteration 1F: 3 clusters Score -2373922 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -2374451.250000 Penalty: 4942.176758
	Iteration 2F: 3 clusters Score -2374451 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -2374945.250000 Penalty: 4942.176758
	Iteration 3F: 3 clusters Score -2374945 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -2375456.000000 Penalty: 4942.176758
	Iteration 4Q: 3 clusters Score -2375456 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -2376071.000000 Penalty: 4942.176758
	Iteration 5F: 3 clusters Score -2376071 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -2376735.500000 Penalty: 4942.176758
	Iteration 6F: 3 clusters Score -2376736 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -2377412.500000 Penalty: 4942.176758
	Iteration 7F: 3 clusters Score -2377412 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -2377979.500000 Penalty: 4942.176758
	Iteration 8Q: 3 clusters Score -2377980 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -2378376.250000 Penalty: 4942.176758
	Iteration 9Q: 3 clusters Score -2378376 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -2378661.750000 Penalty: 4942.176758
	Iteration 10Q: 3 clusters Score -2378662 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -2378863.000000 Penalty: 4942.176758
	Iteration 11Q: 3 clusters Score -2378863 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -2379010.250000 Penalty: 4942.176758
	Iteration 12Q: 3 clusters Score -2379010 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -2379121.500000 Penalty: 4942.176758
	Iteration 13Q: 3 clusters Score -2379122 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -2379187.750000 Penalty: 4942.176758
	Iteration 14Q: 3 clusters Score -2379188 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -2379244.500000 Penalty: 4942.176758
	Iteration 15Q: 3 clusters Score -2379244 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -2379303.250000 Penalty: 4942.176758
	Iteration 16Q: 3 clusters Score -2379303 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -2379346.250000 Penalty: 4942.176758
	Iteration 17Q: 3 clusters Score -2379346 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -2379398.000000 Penalty: 4942.176758
	Iteration 18Q: 3 clusters Score -2379398 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -2379442.500000 Penalty: 4942.176758
	Iteration 19Q: 3 clusters Score -2379442 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -2379489.250000 Penalty: 4942.176758
	Iteration 20F: 3 clusters Score -2379489 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -2379525.250000 Penalty: 4942.176758
	Iteration 21Q: 3 clusters Score -2379525 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -2379567.500000 Penalty: 4942.176758
	Iteration 22Q: 3 clusters Score -2379568 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2379608.750000 Penalty: 4942.176758
	Iteration 23Q: 3 clusters Score -2379609 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -2379642.750000 Penalty: 4942.176758
	Iteration 24Q: 3 clusters Score -2379643 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -2379688.000000 Penalty: 4942.176758
	Iteration 25Q: 3 clusters Score -2379688 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -2379722.250000 Penalty: 4942.176758
	Iteration 26Q: 3 clusters Score -2379722 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2379755.250000 Penalty: 4942.176758
	Iteration 27Q: 3 clusters Score -2379755 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -2379778.750000 Penalty: 4942.176758
	Iteration 28Q: 3 clusters Score -2379779 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -2379803.000000 Penalty: 4942.176758
	Iteration 29Q: 3 clusters Score -2379803 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -2379818.750000 Penalty: 4942.176758
	Iteration 30Q: 3 clusters Score -2379819 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -2379833.500000 Penalty: 4942.176758
	Iteration 31Q: 3 clusters Score -2379834 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -2379852.750000 Penalty: 4942.176758
	Iteration 32Q: 3 clusters Score -2379853 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -2379855.000000 Penalty: 4942.176758
	Iteration 33Q: 3 clusters Score -2379855 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -2379872.750000 Penalty: 4942.176758
	Iteration 34Q: 3 clusters Score -2379873 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -2379882.750000 Penalty: 4942.176758
	Iteration 35Q: 3 clusters Score -2379883 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -2379893.250000 Penalty: 4942.176758
	Iteration 36Q: 3 clusters Score -2379893 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -2379899.250000 Penalty: 4942.176758
	Iteration 37Q: 3 clusters Score -2379899 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -2379905.000000 Penalty: 4942.176758
	Iteration 38Q: 3 clusters Score -2379905 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -2379907.750000 Penalty: 4942.176758
	Iteration 39Q: 3 clusters Score -2379908 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -2379919.750000 Penalty: 4942.176758
	Iteration 40F: 3 clusters Score -2379920 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -2379927.500000 Penalty: 4942.176758
	Iteration 41Q: 3 clusters Score -2379928 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -2379929.500000 Penalty: 4942.176758
	Iteration 42Q: 3 clusters Score -2379930 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -2379926.500000 Penalty: 4942.176758
	Iteration 43Q: 3 clusters Score -2379926 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -2379930.750000 Penalty: 4942.176758
	Iteration 44Q: 3 clusters Score -2379931 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -2379938.000000 Penalty: 4942.176758
	Iteration 45Q: 3 clusters Score -2379938 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -2379941.000000 Penalty: 4942.176758
	Iteration 46Q: 3 clusters Score -2379941 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -2379942.500000 Penalty: 4942.176758
	Iteration 47Q: 3 clusters Score -2379942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -2379941.750000 Penalty: 4942.176758
	Iteration 48Q: 3 clusters Score -2379942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -2379946.750000 Penalty: 4942.176758
	Iteration 49Q: 3 clusters Score -2379947 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -2379943.500000 Penalty: 4942.176758
	Iteration 50Q: 3 clusters Score -2379944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -2379939.500000 Penalty: 4942.176758
	Iteration 51Q: 3 clusters Score -2379940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -2379938.250000 Penalty: 4942.176758
	Iteration 52Q: 3 clusters Score -2379938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -2379938.000000 Penalty: 4942.176758
	Iteration 53Q: 3 clusters Score -2379938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -2379939.750000 Penalty: 4942.176758
	Iteration 54Q: 3 clusters Score -2379940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -2379942.250000 Penalty: 4942.176758
	Iteration 55Q: 3 clusters Score -2379942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -2379947.000000 Penalty: 4942.176758
	Iteration 56Q: 3 clusters Score -2379947 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -2379947.000000 Penalty: 4942.176758
	Iteration 57Q: 3 clusters Score -2379947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -2379945.000000 Penalty: 4942.176758
	Iteration 58Q: 3 clusters Score -2379945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -2379949.250000 Penalty: 4942.176758
	Iteration 59Q: 3 clusters Score -2379949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -2379952.500000 Penalty: 4942.176758
	Iteration 60F: 3 clusters Score -2379952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -2379955.500000 Penalty: 4942.176758
	Iteration 61Q: 3 clusters Score -2379956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -2379959.500000 Penalty: 4942.176758
	Iteration 62Q: 3 clusters Score -2379960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -2379960.000000 Penalty: 4942.176758
	Iteration 63Q: 3 clusters Score -2379960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -2379959.750000 Penalty: 4942.176758
	Iteration 64Q: 3 clusters Score -2379960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -2379961.250000 Penalty: 4942.176758
	Iteration 65Q: 3 clusters Score -2379961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -2379964.250000 Penalty: 4942.176758
	Iteration 66Q: 3 clusters Score -2379964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -2379961.250000 Penalty: 4942.176758
	Iteration 67Q: 3 clusters Score -2379961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -2379958.500000 Penalty: 4942.176758
	Iteration 68Q: 3 clusters Score -2379958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -2379966.250000 Penalty: 4942.176758
	Iteration 69Q: 3 clusters Score -2379966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -2379967.500000 Penalty: 4942.176758
	Iteration 70Q: 3 clusters Score -2379968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -2379964.750000 Penalty: 4942.176758
	Iteration 71Q: 3 clusters Score -2379965 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -2379970.500000 Penalty: 4942.176758
	Iteration 72Q: 3 clusters Score -2379970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -2379972.000000 Penalty: 4942.176758
	Iteration 73Q: 3 clusters Score -2379972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -2379981.500000 Penalty: 4942.176758
	Iteration 74Q: 3 clusters Score -2379982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -2379979.750000 Penalty: 4942.176758
	Iteration 75Q: 3 clusters Score -2379980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -2379980.250000 Penalty: 4942.176758
	Iteration 76Q: 3 clusters Score -2379980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -2379966.000000 Penalty: 4942.176758
	Iteration 77Q: 3 clusters Score -2379966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -2379974.500000 Penalty: 4942.176758
	Iteration 78Q: 3 clusters Score -2379974 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -2379981.500000 Penalty: 4942.176758
	Iteration 79Q: 3 clusters Score -2379982 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -2379981.250000 Penalty: 4942.176758
	Iteration 80F: 3 clusters Score -2379981 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -2379986.500000 Penalty: 4942.176758
	Iteration 81Q: 3 clusters Score -2379986 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -2379993.500000 Penalty: 4942.176758
	Iteration 82Q: 3 clusters Score -2379994 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -2379998.500000 Penalty: 4942.176758
	Iteration 83Q: 3 clusters Score -2379998 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -2380002.250000 Penalty: 4942.176758
	Iteration 84Q: 3 clusters Score -2380002 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -2380007.250000 Penalty: 4942.176758
	Iteration 85Q: 3 clusters Score -2380007 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -2380015.000000 Penalty: 4942.176758
	Iteration 86Q: 3 clusters Score -2380015 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -2380025.000000 Penalty: 4942.176758
	Iteration 87Q: 3 clusters Score -2380025 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -2380034.500000 Penalty: 4942.176758
	Iteration 88Q: 3 clusters Score -2380034 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -2380047.500000 Penalty: 4942.176758
	Iteration 89Q: 3 clusters Score -2380048 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -2380053.250000 Penalty: 4942.176758
	Iteration 90Q: 3 clusters Score -2380053 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -2380067.750000 Penalty: 4942.176758
	Iteration 91Q: 3 clusters Score -2380068 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2380086 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2380094 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -2380101.250000 Penalty: 4942.176758
	Iteration 94Q: 3 clusters Score -2380101 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -2380109.500000 Penalty: 4942.176758
	Iteration 95Q: 3 clusters Score -2380110 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -2380126.000000 Penalty: 4942.176758
	Iteration 96Q: 3 clusters Score -2380126 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -2380140.750000 Penalty: 4942.176758
	Iteration 97Q: 3 clusters Score -2380141 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -2380157.750000 Penalty: 4942.176758
	Iteration 98Q: 3 clusters Score -2380158 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -2380177.500000 Penalty: 4942.176758
	Iteration 99Q: 3 clusters Score -2380178 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -2380194.500000 Penalty: 4942.176758
	Iteration 100F: 3 clusters Score -2380194 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -2380218.500000 Penalty: 4942.176758
	Iteration 101Q: 3 clusters Score -2380218 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -2380244.250000 Penalty: 4942.176758
	Iteration 102Q: 3 clusters Score -2380244 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -2380265.250000 Penalty: 4942.176758
	Iteration 103Q: 3 clusters Score -2380265 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -2380298.750000 Penalty: 4942.176758
	Iteration 104Q: 3 clusters Score -2380299 nChanged 132
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Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -2380332.500000 Penalty: 4942.176758
	Iteration 105Q: 3 clusters Score -2380332 nChanged 143
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Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -2380372.750000 Penalty: 4942.176758
	Iteration 106Q: 3 clusters Score -2380373 nChanged 154
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Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -2380403.500000 Penalty: 4942.176758
	Iteration 107Q: 3 clusters Score -2380404 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -2380453.750000 Penalty: 4942.176758
	Iteration 108Q: 3 clusters Score -2380454 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -2380519.500000 Penalty: 4942.176758
	Iteration 109Q: 3 clusters Score -2380520 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -2380599.500000 Penalty: 4942.176758
	Iteration 110Q: 3 clusters Score -2380600 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -2380670.250000 Penalty: 4942.176758
	Iteration 111Q: 3 clusters Score -2380670 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -2380739.250000 Penalty: 4942.176758
	Iteration 112Q: 3 clusters Score -2380739 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -2380803.000000 Penalty: 4942.176758
	Iteration 113Q: 3 clusters Score -2380803 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -2380859.500000 Penalty: 4942.176758
	Iteration 114Q: 3 clusters Score -2380860 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -2380920.750000 Penalty: 4942.176758
	Iteration 115Q: 3 clusters Score -2380921 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -2380970.750000 Penalty: 4942.176758
	Iteration 116Q: 3 clusters Score -2380971 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -2381018.000000 Penalty: 4942.176758
	Iteration 117Q: 3 clusters Score -2381018 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -2381056.250000 Penalty: 4942.176758
	Iteration 118Q: 3 clusters Score -2381056 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -2381101.750000 Penalty: 4942.176758
	Iteration 119Q: 3 clusters Score -2381102 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -2381142.250000 Penalty: 4942.176758
	Iteration 120F: 3 clusters Score -2381142 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -2381183.750000 Penalty: 4942.176758
	Iteration 121Q: 3 clusters Score -2381184 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2381226.000000 Penalty: 4942.176758
	Iteration 122Q: 3 clusters Score -2381226 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2381266.750000 Penalty: 4942.176758
	Iteration 123Q: 3 clusters Score -2381267 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -2381312.500000 Penalty: 4942.176758
	Iteration 124Q: 3 clusters Score -2381312 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2381346.750000 Penalty: 4942.176758
	Iteration 125Q: 3 clusters Score -2381347 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2381372.000000 Penalty: 4942.176758
	Iteration 126Q: 3 clusters Score -2381372 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -2381393.000000 Penalty: 4942.176758
	Iteration 127Q: 3 clusters Score -2381393 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -2381434.000000 Penalty: 4942.176758
	Iteration 128Q: 3 clusters Score -2381434 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2381456.250000 Penalty: 4942.176758
	Iteration 129Q: 3 clusters Score -2381456 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2381463.750000 Penalty: 4942.176758
	Iteration 130Q: 3 clusters Score -2381464 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2381480.250000 Penalty: 4942.176758
	Iteration 131Q: 3 clusters Score -2381480 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2381495.750000 Penalty: 4942.176758
	Iteration 132Q: 3 clusters Score -2381496 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2381500.750000 Penalty: 4942.176758
	Iteration 133Q: 3 clusters Score -2381501 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2381519.000000 Penalty: 4942.176758
	Iteration 134Q: 3 clusters Score -2381519 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2381532.250000 Penalty: 4942.176758
	Iteration 135Q: 3 clusters Score -2381532 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2381538.500000 Penalty: 4942.176758
	Iteration 136Q: 3 clusters Score -2381538 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2381546.250000 Penalty: 4942.176758
	Iteration 137Q: 3 clusters Score -2381546 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2381552.750000 Penalty: 4942.176758
	Iteration 138Q: 3 clusters Score -2381553 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2381557.750000 Penalty: 4942.176758
	Iteration 139Q: 3 clusters Score -2381558 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2381571.000000 Penalty: 4942.176758
	Iteration 140F: 3 clusters Score -2381571 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2381575.750000 Penalty: 4942.176758
	Iteration 141Q: 3 clusters Score -2381576 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2381582.500000 Penalty: 4942.176758
	Iteration 142Q: 3 clusters Score -2381582 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2381593.750000 Penalty: 4942.176758
	Iteration 143Q: 3 clusters Score -2381594 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2381600.750000 Penalty: 4942.176758
	Iteration 144Q: 3 clusters Score -2381601 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2381605.750000 Penalty: 4942.176758
	Iteration 145Q: 3 clusters Score -2381606 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2381618.000000 Penalty: 4942.176758
	Iteration 146Q: 3 clusters Score -2381618 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2381626.500000 Penalty: 4942.176758
	Iteration 147Q: 3 clusters Score -2381626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2381626.250000 Penalty: 4942.176758
	Iteration 148Q: 3 clusters Score -2381626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2381636.250000 Penalty: 4942.176758
	Iteration 149Q: 3 clusters Score -2381636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2381635.250000 Penalty: 4942.176758
	Iteration 150Q: 3 clusters Score -2381635 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2381636.750000 Penalty: 4942.176758
	Iteration 151Q: 3 clusters Score -2381637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2381639.000000 Penalty: 4942.176758
	Iteration 152Q: 3 clusters Score -2381639 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2381643.250000 Penalty: 4942.176758
	Iteration 153Q: 3 clusters Score -2381643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2381645.500000 Penalty: 4942.176758
	Iteration 154Q: 3 clusters Score -2381646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2381646.500000 Penalty: 4942.176758
	Iteration 155Q: 3 clusters Score -2381646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2381651.000000 Penalty: 4942.176758
	Iteration 156Q: 3 clusters Score -2381651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2381657.500000 Penalty: 4942.176758
	Iteration 157Q: 3 clusters Score -2381658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2381657.750000 Penalty: 4942.176758
	Iteration 158Q: 3 clusters Score -2381658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2381658.750000 Penalty: 4942.176758
	Iteration 159Q: 3 clusters Score -2381659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2381658.750000 Penalty: 4942.176758
	Iteration 160F: 3 clusters Score -2381659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Entering Unmasked Estep 
Score: -957091.500000 Penalty: 2233.310059
	Iteration 0F: 2 clusters Score -957091.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -950609.937500 Penalty: 4466.620117
	Iteration 0F: 3 clusters Score -950609.9 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -952479.750000 Penalty: 4466.620117
	Iteration 1F: 3 clusters Score -952479.8 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -952773.437500 Penalty: 4466.620117
	Iteration 2F: 3 clusters Score -952773.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -952989.687500 Penalty: 4466.620117
	Iteration 3F: 3 clusters Score -952989.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -953186.875000 Penalty: 4466.620117
	Iteration 4Q: 3 clusters Score -953186.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -953372.187500 Penalty: 4466.620117
	Iteration 5Q: 3 clusters Score -953372.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -953570.625000 Penalty: 4466.620117
	Iteration 6Q: 3 clusters Score -953570.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -953785.312500 Penalty: 4466.620117
	Iteration 7Q: 3 clusters Score -953785.3 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -954019.500000 Penalty: 4466.620117
	Iteration 8Q: 3 clusters Score -954019.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -954245.687500 Penalty: 4466.620117
	Iteration 9Q: 3 clusters Score -954245.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -954449.000000 Penalty: 4466.620117
	Iteration 10Q: 3 clusters Score -954449 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -954624.875000 Penalty: 4466.620117
	Iteration 11Q: 3 clusters Score -954624.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -954770.625000 Penalty: 4466.620117
	Iteration 12Q: 3 clusters Score -954770.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -954872.375000 Penalty: 4466.620117
	Iteration 13Q: 3 clusters Score -954872.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -954947.875000 Penalty: 4466.620117
	Iteration 14Q: 3 clusters Score -954947.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -955012.000000 Penalty: 4466.620117
	Iteration 15Q: 3 clusters Score -955012 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -955055.500000 Penalty: 4466.620117
	Iteration 16Q: 3 clusters Score -955055.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -955085.875000 Penalty: 4466.620117
	Iteration 17Q: 3 clusters Score -955085.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -955120.000000 Penalty: 4466.620117
	Iteration 18Q: 3 clusters Score -955120 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -955142.562500 Penalty: 4466.620117
	Iteration 19Q: 3 clusters Score -955142.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -955159.000000 Penalty: 4466.620117
	Iteration 20F: 3 clusters Score -955159 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -955171.937500 Penalty: 4466.620117
	Iteration 21Q: 3 clusters Score -955171.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -955176.750000 Penalty: 4466.620117
	Iteration 22Q: 3 clusters Score -955176.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -955180.812500 Penalty: 4466.620117
	Iteration 23Q: 3 clusters Score -955180.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -955186.750000 Penalty: 4466.620117
	Iteration 24Q: 3 clusters Score -955186.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -955190.500000 Penalty: 4466.620117
	Iteration 25Q: 3 clusters Score -955190.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -955191.375000 Penalty: 4466.620117
	Iteration 26Q: 3 clusters Score -955191.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -955193.875000 Penalty: 4466.620117
	Iteration 27Q: 3 clusters Score -955193.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -955195.187500 Penalty: 4466.620117
	Iteration 28Q: 3 clusters Score -955195.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -955197.875000 Penalty: 4466.620117
	Iteration 29Q: 3 clusters Score -955197.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -955197.937500 Penalty: 4466.620117
	Iteration 30Q: 3 clusters Score -955197.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -955197.937500 Penalty: 4466.620117
	Iteration 31F: 3 clusters Score -955197.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Entering Unmasked Estep 
Score: -97284.671875 Penalty: 1688.093750
	Iteration 0F: 2 clusters Score -97284.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -95549.921875 Penalty: 3376.187500
	Iteration 0F: 3 clusters Score -95549.92 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -96273.195312 Penalty: 3376.187500
	Iteration 1F: 3 clusters Score -96273.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -96553.359375 Penalty: 3376.187500
	Iteration 2F: 3 clusters Score -96553.36 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -96715.617188 Penalty: 3376.187500
	Iteration 3F: 3 clusters Score -96715.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -96786.570312 Penalty: 3376.187500
	Iteration 4Q: 3 clusters Score -96786.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -96818.179688 Penalty: 3376.187500
	Iteration 5Q: 3 clusters Score -96818.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -96844.304688 Penalty: 3376.187500
	Iteration 6Q: 3 clusters Score -96844.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -96868.632812 Penalty: 3376.187500
	Iteration 7Q: 3 clusters Score -96868.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -96883.734375 Penalty: 3376.187500
	Iteration 8Q: 3 clusters Score -96883.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -96901.531250 Penalty: 3376.187500
	Iteration 9Q: 3 clusters Score -96901.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -96912.000000 Penalty: 3376.187500
	Iteration 10Q: 3 clusters Score -96912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -96923.398438 Penalty: 3376.187500
	Iteration 11Q: 3 clusters Score -96923.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -96928.593750 Penalty: 3376.187500
	Iteration 12Q: 3 clusters Score -96928.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -96931.531250 Penalty: 3376.187500
	Iteration 13Q: 3 clusters Score -96931.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -96932.429688 Penalty: 3376.187500
	Iteration 14Q: 3 clusters Score -96932.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -96933.546875 Penalty: 3376.187500
	Iteration 15Q: 3 clusters Score -96933.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -96933.546875 Penalty: 3376.187500
	Iteration 16F: 3 clusters Score -96933.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 13752 members 
Mstep: Class 3 contains 13899 members 
Mstep: Class 4 contains 3319 members 
Mstep: Class 5 contains 42488 members 
Mstep: Class 6 contains 5941 members 
Mstep: Class 7 contains 4723 members 
Mstep: Class 8 contains 195404 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28565 members 
Mstep: Class 11 contains 17115 members 
Mstep: Class 12 contains 16746 members 
Mstep: Class 13 contains 56074 members 
Mstep: Class 14 contains 155999 members 
Mstep: Class 15 contains 29267 members 
Mstep: Class 16 contains 11526 members 
Mstep: Class 17 contains 10061 members 
Mstep: Class 18 contains 9013 members 
Mstep: Class 19 contains 14777 members 
Mstep: Class 20 contains 12307 members 
Mstep: Class 21 contains 171713 members 
Mstep: Class 22 contains 30073 members 
Mstep: Class 23 contains 25381 members 
Mstep: Class 24 contains 82343 members 
Mstep: Class 25 contains 24573 members 
Mstep: Class 26 contains 13518 members 
Mstep: Class 27 contains 332491 members 
Mstep: Class 28 contains 203378 members 
Mstep: Class 29 contains 1026 members 
Mstep: Class 30 contains 10083 members 
Mstep: Class 31 contains 9014 members 
Mstep: Class 32 contains 83552 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222775 members 
Mstep: Class 35 contains 91107 members 
Mstep: Class 36 contains 21249 members 
Mstep: Class 37 contains 8146 members 
Mstep: Class 38 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235490832.000000 Penalty: 136683.125000
Iteration 199Q: 39 clusters Score -2.354908e+08 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 13754 members 
Mstep: Class 3 contains 13897 members 
Mstep: Class 4 contains 3319 members 
Mstep: Class 5 contains 42490 members 
Mstep: Class 6 contains 5941 members 
Mstep: Class 7 contains 4717 members 
Mstep: Class 8 contains 195422 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28562 members 
Mstep: Class 11 contains 17112 members 
Mstep: Class 12 contains 16747 members 
Mstep: Class 13 contains 56074 members 
Mstep: Class 14 contains 155994 members 
Mstep: Class 15 contains 29271 members 
Mstep: Class 16 contains 11529 members 
Mstep: Class 17 contains 10062 members 
Mstep: Class 18 contains 9012 members 
Mstep: Class 19 contains 14776 members 
Mstep: Class 20 contains 12308 members 
Mstep: Class 21 contains 171709 members 
Mstep: Class 22 contains 30074 members 
Mstep: Class 23 contains 25379 members 
Mstep: Class 24 contains 82342 members 
Mstep: Class 25 contains 24584 members 
Mstep: Class 26 contains 13520 members 
Mstep: Class 27 contains 332475 members 
Mstep: Class 28 contains 203448 members 
Mstep: Class 29 contains 1026 members 
Mstep: Class 30 contains 10083 members 
Mstep: Class 31 contains 9014 members 
Mstep: Class 32 contains 83551 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222712 members 
Mstep: Class 35 contains 91106 members 
Mstep: Class 36 contains 21241 members 
Mstep: Class 37 contains 8146 members 
Mstep: Class 38 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235490800.000000 Penalty: 136683.125000
Iteration 200F: 39 clusters Score -2.354908e+08 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 13757 members 
Mstep: Class 3 contains 13895 members 
Mstep: Class 4 contains 3319 members 
Mstep: Class 5 contains 42488 members 
Mstep: Class 6 contains 5941 members 
Mstep: Class 7 contains 4708 members 
Mstep: Class 8 contains 195439 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28557 members 
Mstep: Class 11 contains 17111 members 
Mstep: Class 12 contains 16747 members 
Mstep: Class 13 contains 56072 members 
Mstep: Class 14 contains 155985 members 
Mstep: Class 15 contains 29286 members 
Mstep: Class 16 contains 11533 members 
Mstep: Class 17 contains 10060 members 
Mstep: Class 18 contains 9012 members 
Mstep: Class 19 contains 14779 members 
Mstep: Class 20 contains 12306 members 
Mstep: Class 21 contains 171704 members 
Mstep: Class 22 contains 30075 members 
Mstep: Class 23 contains 25374 members 
Mstep: Class 24 contains 82341 members 
Mstep: Class 25 contains 24590 members 
Mstep: Class 26 contains 13525 members 
Mstep: Class 27 contains 332473 members 
Mstep: Class 28 contains 203524 members 
Mstep: Class 29 contains 1026 members 
Mstep: Class 30 contains 10084 members 
Mstep: Class 31 contains 9013 members 
Mstep: Class 32 contains 83545 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222627 members 
Mstep: Class 35 contains 91116 members 
Mstep: Class 36 contains 21235 members 
Mstep: Class 37 contains 8148 members 
Mstep: Class 38 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235490800.000000 Penalty: 136683.125000
Iteration 201Q: 39 clusters Score -2.354908e+08 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 13755 members 
Mstep: Class 3 contains 13893 members 
Mstep: Class 4 contains 3319 members 
Mstep: Class 5 contains 42488 members 
Mstep: Class 6 contains 5941 members 
Mstep: Class 7 contains 4702 members 
Mstep: Class 8 contains 195470 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28551 members 
Mstep: Class 11 contains 17109 members 
Mstep: Class 12 contains 16748 members 
Mstep: Class 13 contains 56074 members 
Mstep: Class 14 contains 155979 members 
Mstep: Class 15 contains 29300 members 
Mstep: Class 16 contains 11535 members 
Mstep: Class 17 contains 10060 members 
Mstep: Class 18 contains 9011 members 
Mstep: Class 19 contains 14779 members 
Mstep: Class 20 contains 12306 members 
Mstep: Class 21 contains 171698 members 
Mstep: Class 22 contains 30075 members 
Mstep: Class 23 contains 25373 members 
Mstep: Class 24 contains 82340 members 
Mstep: Class 25 contains 24599 members 
Mstep: Class 26 contains 13524 members 
Mstep: Class 27 contains 332474 members 
Mstep: Class 28 contains 203541 members 
Mstep: Class 29 contains 1025 members 
Mstep: Class 30 contains 10083 members 
Mstep: Class 31 contains 9012 members 
Mstep: Class 32 contains 83537 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222598 members 
Mstep: Class 35 contains 91122 members 
Mstep: Class 36 contains 21223 members 
Mstep: Class 37 contains 8152 members 
Mstep: Class 38 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491344.000000 Penalty: 136683.125000
Iteration 202Q: 39 clusters Score -2.354913e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 13756 members 
Mstep: Class 3 contains 13894 members 
Mstep: Class 4 contains 3320 members 
Mstep: Class 5 contains 42489 members 
Mstep: Class 6 contains 5940 members 
Mstep: Class 7 contains 4692 members 
Mstep: Class 8 contains 195477 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28541 members 
Mstep: Class 11 contains 17109 members 
Mstep: Class 12 contains 16747 members 
Mstep: Class 13 contains 56072 members 
Mstep: Class 14 contains 155977 members 
Mstep: Class 15 contains 29323 members 
Mstep: Class 16 contains 11535 members 
Mstep: Class 17 contains 10060 members 
Mstep: Class 18 contains 9012 members 
Mstep: Class 19 contains 14776 members 
Mstep: Class 20 contains 12307 members 
Mstep: Class 21 contains 171691 members 
Mstep: Class 22 contains 30071 members 
Mstep: Class 23 contains 25370 members 
Mstep: Class 24 contains 82339 members 
Mstep: Class 25 contains 24613 members 
Mstep: Class 26 contains 13524 members 
Mstep: Class 27 contains 332473 members 
Mstep: Class 28 contains 203557 members 
Mstep: Class 29 contains 1024 members 
Mstep: Class 30 contains 10083 members 
Mstep: Class 31 contains 9010 members 
Mstep: Class 32 contains 83532 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222575 members 
Mstep: Class 35 contains 91135 members 
Mstep: Class 36 contains 21214 members 
Mstep: Class 37 contains 8158 members 
Mstep: Class 38 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491312.000000 Penalty: 136683.125000
Iteration 203Q: 39 clusters Score -2.354913e+08 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 13751 members 
Mstep: Class 3 contains 13891 members 
Mstep: Class 4 contains 3321 members 
Mstep: Class 5 contains 42493 members 
Mstep: Class 6 contains 5937 members 
Mstep: Class 7 contains 4686 members 
Mstep: Class 8 contains 195489 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28535 members 
Mstep: Class 11 contains 17110 members 
Mstep: Class 12 contains 16746 members 
Mstep: Class 13 contains 56070 members 
Mstep: Class 14 contains 155972 members 
Mstep: Class 15 contains 29332 members 
Mstep: Class 16 contains 11538 members 
Mstep: Class 17 contains 10060 members 
Mstep: Class 18 contains 9014 members 
Mstep: Class 19 contains 14776 members 
Mstep: Class 20 contains 12306 members 
Mstep: Class 21 contains 171688 members 
Mstep: Class 22 contains 30065 members 
Mstep: Class 23 contains 25365 members 
Mstep: Class 24 contains 82338 members 
Mstep: Class 25 contains 24629 members 
Mstep: Class 26 contains 13525 members 
Mstep: Class 27 contains 332462 members 
Mstep: Class 28 contains 203568 members 
Mstep: Class 29 contains 1024 members 
Mstep: Class 30 contains 10085 members 
Mstep: Class 31 contains 9010 members 
Mstep: Class 32 contains 83526 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222576 members 
Mstep: Class 35 contains 91137 members 
Mstep: Class 36 contains 21213 members 
Mstep: Class 37 contains 8158 members 
Mstep: Class 38 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491392.000000 Penalty: 136683.125000
Iteration 204Q: 39 clusters Score -2.354914e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 13752 members 
Mstep: Class 3 contains 13891 members 
Mstep: Class 4 contains 3323 members 
Mstep: Class 5 contains 42493 members 
Mstep: Class 6 contains 5937 members 
Mstep: Class 7 contains 4680 members 
Mstep: Class 8 contains 195503 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28534 members 
Mstep: Class 11 contains 17110 members 
Mstep: Class 12 contains 16743 members 
Mstep: Class 13 contains 56071 members 
Mstep: Class 14 contains 155970 members 
Mstep: Class 15 contains 29342 members 
Mstep: Class 16 contains 11540 members 
Mstep: Class 17 contains 10059 members 
Mstep: Class 18 contains 9018 members 
Mstep: Class 19 contains 14776 members 
Mstep: Class 20 contains 12305 members 
Mstep: Class 21 contains 171680 members 
Mstep: Class 22 contains 30061 members 
Mstep: Class 23 contains 25362 members 
Mstep: Class 24 contains 82337 members 
Mstep: Class 25 contains 24638 members 
Mstep: Class 26 contains 13523 members 
Mstep: Class 27 contains 332462 members 
Mstep: Class 28 contains 203593 members 
Mstep: Class 29 contains 1024 members 
Mstep: Class 30 contains 10087 members 
Mstep: Class 31 contains 9010 members 
Mstep: Class 32 contains 83523 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222542 members 
Mstep: Class 35 contains 91141 members 
Mstep: Class 36 contains 21202 members 
Mstep: Class 37 contains 8162 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491264.000000 Penalty: 136683.125000
Iteration 205Q: 39 clusters Score -2.354913e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 13749 members 
Mstep: Class 3 contains 13891 members 
Mstep: Class 4 contains 3322 members 
Mstep: Class 5 contains 42495 members 
Mstep: Class 6 contains 5937 members 
Mstep: Class 7 contains 4679 members 
Mstep: Class 8 contains 195514 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28531 members 
Mstep: Class 11 contains 17109 members 
Mstep: Class 12 contains 16742 members 
Mstep: Class 13 contains 56070 members 
Mstep: Class 14 contains 155971 members 
Mstep: Class 15 contains 29350 members 
Mstep: Class 16 contains 11541 members 
Mstep: Class 17 contains 10058 members 
Mstep: Class 18 contains 9019 members 
Mstep: Class 19 contains 14775 members 
Mstep: Class 20 contains 12306 members 
Mstep: Class 21 contains 171670 members 
Mstep: Class 22 contains 30064 members 
Mstep: Class 23 contains 25359 members 
Mstep: Class 24 contains 82338 members 
Mstep: Class 25 contains 24644 members 
Mstep: Class 26 contains 13523 members 
Mstep: Class 27 contains 332468 members 
Mstep: Class 28 contains 203583 members 
Mstep: Class 29 contains 1024 members 
Mstep: Class 30 contains 10088 members 
Mstep: Class 31 contains 9010 members 
Mstep: Class 32 contains 83517 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222535 members 
Mstep: Class 35 contains 91147 members 
Mstep: Class 36 contains 21198 members 
Mstep: Class 37 contains 8165 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491232.000000 Penalty: 136683.125000
Iteration 206Q: 39 clusters Score -2.354912e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 13749 members 
Mstep: Class 3 contains 13893 members 
Mstep: Class 4 contains 3321 members 
Mstep: Class 5 contains 42499 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 4679 members 
Mstep: Class 8 contains 195527 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28529 members 
Mstep: Class 11 contains 17108 members 
Mstep: Class 12 contains 16741 members 
Mstep: Class 13 contains 56071 members 
Mstep: Class 14 contains 155966 members 
Mstep: Class 15 contains 29353 members 
Mstep: Class 16 contains 11541 members 
Mstep: Class 17 contains 10059 members 
Mstep: Class 18 contains 9021 members 
Mstep: Class 19 contains 14778 members 
Mstep: Class 20 contains 12309 members 
Mstep: Class 21 contains 171662 members 
Mstep: Class 22 contains 30061 members 
Mstep: Class 23 contains 25357 members 
Mstep: Class 24 contains 82339 members 
Mstep: Class 25 contains 24647 members 
Mstep: Class 26 contains 13522 members 
Mstep: Class 27 contains 332474 members 
Mstep: Class 28 contains 203568 members 
Mstep: Class 29 contains 1024 members 
Mstep: Class 30 contains 10088 members 
Mstep: Class 31 contains 9011 members 
Mstep: Class 32 contains 83515 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222538 members 
Mstep: Class 35 contains 91151 members 
Mstep: Class 36 contains 21190 members 
Mstep: Class 37 contains 8167 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491264.000000 Penalty: 136683.125000
Iteration 207Q: 39 clusters Score -2.354913e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 13749 members 
Mstep: Class 3 contains 13893 members 
Mstep: Class 4 contains 3320 members 
Mstep: Class 5 contains 42503 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 4679 members 
Mstep: Class 8 contains 195540 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28526 members 
Mstep: Class 11 contains 17105 members 
Mstep: Class 12 contains 16740 members 
Mstep: Class 13 contains 56070 members 
Mstep: Class 14 contains 155962 members 
Mstep: Class 15 contains 29357 members 
Mstep: Class 16 contains 11542 members 
Mstep: Class 17 contains 10062 members 
Mstep: Class 18 contains 9020 members 
Mstep: Class 19 contains 14779 members 
Mstep: Class 20 contains 12309 members 
Mstep: Class 21 contains 171654 members 
Mstep: Class 22 contains 30063 members 
Mstep: Class 23 contains 25356 members 
Mstep: Class 24 contains 82338 members 
Mstep: Class 25 contains 24649 members 
Mstep: Class 26 contains 13526 members 
Mstep: Class 27 contains 332470 members 
Mstep: Class 28 contains 203569 members 
Mstep: Class 29 contains 1023 members 
Mstep: Class 30 contains 10085 members 
Mstep: Class 31 contains 9010 members 
Mstep: Class 32 contains 83514 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222542 members 
Mstep: Class 35 contains 91149 members 
Mstep: Class 36 contains 21184 members 
Mstep: Class 37 contains 8170 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491296.000000 Penalty: 136683.125000
Iteration 208Q: 39 clusters Score -2.354913e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 13749 members 
Mstep: Class 3 contains 13891 members 
Mstep: Class 4 contains 3319 members 
Mstep: Class 5 contains 42503 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 4679 members 
Mstep: Class 8 contains 195557 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28525 members 
Mstep: Class 11 contains 17103 members 
Mstep: Class 12 contains 16739 members 
Mstep: Class 13 contains 56072 members 
Mstep: Class 14 contains 155957 members 
Mstep: Class 15 contains 29358 members 
Mstep: Class 16 contains 11542 members 
Mstep: Class 17 contains 10063 members 
Mstep: Class 18 contains 9020 members 
Mstep: Class 19 contains 14778 members 
Mstep: Class 20 contains 12309 members 
Mstep: Class 21 contains 171649 members 
Mstep: Class 22 contains 30067 members 
Mstep: Class 23 contains 25354 members 
Mstep: Class 24 contains 82338 members 
Mstep: Class 25 contains 24650 members 
Mstep: Class 26 contains 13527 members 
Mstep: Class 27 contains 332468 members 
Mstep: Class 28 contains 203564 members 
Mstep: Class 29 contains 1023 members 
Mstep: Class 30 contains 10085 members 
Mstep: Class 31 contains 9007 members 
Mstep: Class 32 contains 83510 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222547 members 
Mstep: Class 35 contains 91148 members 
Mstep: Class 36 contains 21183 members 
Mstep: Class 37 contains 8173 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491440.000000 Penalty: 136683.125000
Iteration 209Q: 39 clusters Score -2.354914e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 13752 members 
Mstep: Class 3 contains 13885 members 
Mstep: Class 4 contains 3318 members 
Mstep: Class 5 contains 42501 members 
Mstep: Class 6 contains 5934 members 
Mstep: Class 7 contains 4679 members 
Mstep: Class 8 contains 195575 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28522 members 
Mstep: Class 11 contains 17102 members 
Mstep: Class 12 contains 16737 members 
Mstep: Class 13 contains 56075 members 
Mstep: Class 14 contains 155953 members 
Mstep: Class 15 contains 29366 members 
Mstep: Class 16 contains 11542 members 
Mstep: Class 17 contains 10063 members 
Mstep: Class 18 contains 9020 members 
Mstep: Class 19 contains 14779 members 
Mstep: Class 20 contains 12308 members 
Mstep: Class 21 contains 171640 members 
Mstep: Class 22 contains 30068 members 
Mstep: Class 23 contains 25349 members 
Mstep: Class 24 contains 82338 members 
Mstep: Class 25 contains 24650 members 
Mstep: Class 26 contains 13526 members 
Mstep: Class 27 contains 332472 members 
Mstep: Class 28 contains 203578 members 
Mstep: Class 29 contains 1023 members 
Mstep: Class 30 contains 10086 members 
Mstep: Class 31 contains 9006 members 
Mstep: Class 32 contains 83502 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222551 members 
Mstep: Class 35 contains 91137 members 
Mstep: Class 36 contains 21180 members 
Mstep: Class 37 contains 8175 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491040.000000 Penalty: 136683.125000
Iteration 210Q: 39 clusters Score -2.35491e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 13753 members 
Mstep: Class 3 contains 13880 members 
Mstep: Class 4 contains 3318 members 
Mstep: Class 5 contains 42500 members 
Mstep: Class 6 contains 5934 members 
Mstep: Class 7 contains 4677 members 
Mstep: Class 8 contains 195587 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28526 members 
Mstep: Class 11 contains 17101 members 
Mstep: Class 12 contains 16736 members 
Mstep: Class 13 contains 56076 members 
Mstep: Class 14 contains 155950 members 
Mstep: Class 15 contains 29370 members 
Mstep: Class 16 contains 11543 members 
Mstep: Class 17 contains 10064 members 
Mstep: Class 18 contains 9020 members 
Mstep: Class 19 contains 14776 members 
Mstep: Class 20 contains 12307 members 
Mstep: Class 21 contains 171633 members 
Mstep: Class 22 contains 30069 members 
Mstep: Class 23 contains 25344 members 
Mstep: Class 24 contains 82339 members 
Mstep: Class 25 contains 24649 members 
Mstep: Class 26 contains 13526 members 
Mstep: Class 27 contains 332463 members 
Mstep: Class 28 contains 203603 members 
Mstep: Class 29 contains 1023 members 
Mstep: Class 30 contains 10086 members 
Mstep: Class 31 contains 9006 members 
Mstep: Class 32 contains 83503 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222545 members 
Mstep: Class 35 contains 91129 members 
Mstep: Class 36 contains 21177 members 
Mstep: Class 37 contains 8178 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491168.000000 Penalty: 136683.125000
Iteration 211Q: 39 clusters Score -2.354912e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 13756 members 
Mstep: Class 3 contains 13874 members 
Mstep: Class 4 contains 3318 members 
Mstep: Class 5 contains 42502 members 
Mstep: Class 6 contains 5934 members 
Mstep: Class 7 contains 4677 members 
Mstep: Class 8 contains 195602 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28527 members 
Mstep: Class 11 contains 17101 members 
Mstep: Class 12 contains 16738 members 
Mstep: Class 13 contains 56075 members 
Mstep: Class 14 contains 155951 members 
Mstep: Class 15 contains 29374 members 
Mstep: Class 16 contains 11544 members 
Mstep: Class 17 contains 10063 members 
Mstep: Class 18 contains 9020 members 
Mstep: Class 19 contains 14775 members 
Mstep: Class 20 contains 12305 members 
Mstep: Class 21 contains 171625 members 
Mstep: Class 22 contains 30071 members 
Mstep: Class 23 contains 25338 members 
Mstep: Class 24 contains 82336 members 
Mstep: Class 25 contains 24649 members 
Mstep: Class 26 contains 13525 members 
Mstep: Class 27 contains 332465 members 
Mstep: Class 28 contains 203630 members 
Mstep: Class 29 contains 1023 members 
Mstep: Class 30 contains 10086 members 
Mstep: Class 31 contains 9007 members 
Mstep: Class 32 contains 83501 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222525 members 
Mstep: Class 35 contains 91122 members 
Mstep: Class 36 contains 21171 members 
Mstep: Class 37 contains 8180 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491104.000000 Penalty: 136683.125000
Iteration 212Q: 39 clusters Score -2.354911e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 13758 members 
Mstep: Class 3 contains 13872 members 
Mstep: Class 4 contains 3318 members 
Mstep: Class 5 contains 42508 members 
Mstep: Class 6 contains 5934 members 
Mstep: Class 7 contains 4677 members 
Mstep: Class 8 contains 195614 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28529 members 
Mstep: Class 11 contains 17101 members 
Mstep: Class 12 contains 16738 members 
Mstep: Class 13 contains 56075 members 
Mstep: Class 14 contains 155949 members 
Mstep: Class 15 contains 29376 members 
Mstep: Class 16 contains 11546 members 
Mstep: Class 17 contains 10062 members 
Mstep: Class 18 contains 9020 members 
Mstep: Class 19 contains 14775 members 
Mstep: Class 20 contains 12305 members 
Mstep: Class 21 contains 171615 members 
Mstep: Class 22 contains 30071 members 
Mstep: Class 23 contains 25335 members 
Mstep: Class 24 contains 82335 members 
Mstep: Class 25 contains 24649 members 
Mstep: Class 26 contains 13524 members 
Mstep: Class 27 contains 332471 members 
Mstep: Class 28 contains 203638 members 
Mstep: Class 29 contains 1023 members 
Mstep: Class 30 contains 10085 members 
Mstep: Class 31 contains 9009 members 
Mstep: Class 32 contains 83498 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222508 members 
Mstep: Class 35 contains 91121 members 
Mstep: Class 36 contains 21169 members 
Mstep: Class 37 contains 8182 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491232.000000 Penalty: 136683.125000
Iteration 213Q: 39 clusters Score -2.354912e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 13760 members 
Mstep: Class 3 contains 13870 members 
Mstep: Class 4 contains 3318 members 
Mstep: Class 5 contains 42507 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 4676 members 
Mstep: Class 8 contains 195624 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28533 members 
Mstep: Class 11 contains 17101 members 
Mstep: Class 12 contains 16738 members 
Mstep: Class 13 contains 56076 members 
Mstep: Class 14 contains 155947 members 
Mstep: Class 15 contains 29378 members 
Mstep: Class 16 contains 11548 members 
Mstep: Class 17 contains 10065 members 
Mstep: Class 18 contains 9020 members 
Mstep: Class 19 contains 14775 members 
Mstep: Class 20 contains 12305 members 
Mstep: Class 21 contains 171619 members 
Mstep: Class 22 contains 30071 members 
Mstep: Class 23 contains 25332 members 
Mstep: Class 24 contains 82335 members 
Mstep: Class 25 contains 24650 members 
Mstep: Class 26 contains 13524 members 
Mstep: Class 27 contains 332464 members 
Mstep: Class 28 contains 203644 members 
Mstep: Class 29 contains 1023 members 
Mstep: Class 30 contains 10085 members 
Mstep: Class 31 contains 9010 members 
Mstep: Class 32 contains 83496 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222482 members 
Mstep: Class 35 contains 91130 members 
Mstep: Class 36 contains 21167 members 
Mstep: Class 37 contains 8182 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491168.000000 Penalty: 136683.125000
Iteration 214Q: 39 clusters Score -2.354912e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 13761 members 
Mstep: Class 3 contains 13870 members 
Mstep: Class 4 contains 3318 members 
Mstep: Class 5 contains 42508 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 4676 members 
Mstep: Class 8 contains 195632 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28533 members 
Mstep: Class 11 contains 17102 members 
Mstep: Class 12 contains 16739 members 
Mstep: Class 13 contains 56075 members 
Mstep: Class 14 contains 155945 members 
Mstep: Class 15 contains 29374 members 
Mstep: Class 16 contains 11551 members 
Mstep: Class 17 contains 10065 members 
Mstep: Class 18 contains 9021 members 
Mstep: Class 19 contains 14775 members 
Mstep: Class 20 contains 12305 members 
Mstep: Class 21 contains 171616 members 
Mstep: Class 22 contains 30070 members 
Mstep: Class 23 contains 25328 members 
Mstep: Class 24 contains 82339 members 
Mstep: Class 25 contains 24651 members 
Mstep: Class 26 contains 13524 members 
Mstep: Class 27 contains 332470 members 
Mstep: Class 28 contains 203660 members 
Mstep: Class 29 contains 1024 members 
Mstep: Class 30 contains 10085 members 
Mstep: Class 31 contains 9010 members 
Mstep: Class 32 contains 83495 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222451 members 
Mstep: Class 35 contains 91140 members 
Mstep: Class 36 contains 21160 members 
Mstep: Class 37 contains 8182 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491344.000000 Penalty: 136683.125000
Iteration 215Q: 39 clusters Score -2.354913e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 13763 members 
Mstep: Class 3 contains 13869 members 
Mstep: Class 4 contains 3318 members 
Mstep: Class 5 contains 42507 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 4675 members 
Mstep: Class 8 contains 195640 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28531 members 
Mstep: Class 11 contains 17102 members 
Mstep: Class 12 contains 16739 members 
Mstep: Class 13 contains 56075 members 
Mstep: Class 14 contains 155945 members 
Mstep: Class 15 contains 29375 members 
Mstep: Class 16 contains 11553 members 
Mstep: Class 17 contains 10065 members 
Mstep: Class 18 contains 9026 members 
Mstep: Class 19 contains 14776 members 
Mstep: Class 20 contains 12306 members 
Mstep: Class 21 contains 171609 members 
Mstep: Class 22 contains 30071 members 
Mstep: Class 23 contains 25322 members 
Mstep: Class 24 contains 82338 members 
Mstep: Class 25 contains 24651 members 
Mstep: Class 26 contains 13522 members 
Mstep: Class 27 contains 332473 members 
Mstep: Class 28 contains 203673 members 
Mstep: Class 29 contains 1024 members 
Mstep: Class 30 contains 10087 members 
Mstep: Class 31 contains 9010 members 
Mstep: Class 32 contains 83495 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222432 members 
Mstep: Class 35 contains 91143 members 
Mstep: Class 36 contains 21158 members 
Mstep: Class 37 contains 8182 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491056.000000 Penalty: 136683.125000
Iteration 216Q: 39 clusters Score -2.354911e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 13763 members 
Mstep: Class 3 contains 13869 members 
Mstep: Class 4 contains 3317 members 
Mstep: Class 5 contains 42511 members 
Mstep: Class 6 contains 5934 members 
Mstep: Class 7 contains 4674 members 
Mstep: Class 8 contains 195650 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28531 members 
Mstep: Class 11 contains 17102 members 
Mstep: Class 12 contains 16740 members 
Mstep: Class 13 contains 56076 members 
Mstep: Class 14 contains 155942 members 
Mstep: Class 15 contains 29382 members 
Mstep: Class 16 contains 11553 members 
Mstep: Class 17 contains 10065 members 
Mstep: Class 18 contains 9025 members 
Mstep: Class 19 contains 14778 members 
Mstep: Class 20 contains 12307 members 
Mstep: Class 21 contains 171607 members 
Mstep: Class 22 contains 30070 members 
Mstep: Class 23 contains 25315 members 
Mstep: Class 24 contains 82338 members 
Mstep: Class 25 contains 24651 members 
Mstep: Class 26 contains 13522 members 
Mstep: Class 27 contains 332472 members 
Mstep: Class 28 contains 203687 members 
Mstep: Class 29 contains 1024 members 
Mstep: Class 30 contains 10088 members 
Mstep: Class 31 contains 9010 members 
Mstep: Class 32 contains 83491 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222421 members 
Mstep: Class 35 contains 91140 members 
Mstep: Class 36 contains 21153 members 
Mstep: Class 37 contains 8182 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491040.000000 Penalty: 136683.125000
Iteration 217Q: 39 clusters Score -2.35491e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 13765 members 
Mstep: Class 3 contains 13867 members 
Mstep: Class 4 contains 3316 members 
Mstep: Class 5 contains 42512 members 
Mstep: Class 6 contains 5934 members 
Mstep: Class 7 contains 4673 members 
Mstep: Class 8 contains 195667 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28532 members 
Mstep: Class 11 contains 17101 members 
Mstep: Class 12 contains 16740 members 
Mstep: Class 13 contains 56076 members 
Mstep: Class 14 contains 155939 members 
Mstep: Class 15 contains 29392 members 
Mstep: Class 16 contains 11553 members 
Mstep: Class 17 contains 10065 members 
Mstep: Class 18 contains 9027 members 
Mstep: Class 19 contains 14779 members 
Mstep: Class 20 contains 12306 members 
Mstep: Class 21 contains 171600 members 
Mstep: Class 22 contains 30072 members 
Mstep: Class 23 contains 25310 members 
Mstep: Class 24 contains 82339 members 
Mstep: Class 25 contains 24652 members 
Mstep: Class 26 contains 13522 members 
Mstep: Class 27 contains 332476 members 
Mstep: Class 28 contains 203691 members 
Mstep: Class 29 contains 1024 members 
Mstep: Class 30 contains 10087 members 
Mstep: Class 31 contains 9011 members 
Mstep: Class 32 contains 83485 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222407 members 
Mstep: Class 35 contains 91146 members 
Mstep: Class 36 contains 21142 members 
Mstep: Class 37 contains 8182 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491072.000000 Penalty: 136683.125000
Iteration 218Q: 39 clusters Score -2.354911e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 13766 members 
Mstep: Class 3 contains 13865 members 
Mstep: Class 4 contains 3317 members 
Mstep: Class 5 contains 42509 members 
Mstep: Class 6 contains 5934 members 
Mstep: Class 7 contains 4672 members 
Mstep: Class 8 contains 195671 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28533 members 
Mstep: Class 11 contains 17100 members 
Mstep: Class 12 contains 16741 members 
Mstep: Class 13 contains 56076 members 
Mstep: Class 14 contains 155939 members 
Mstep: Class 15 contains 29401 members 
Mstep: Class 16 contains 11553 members 
Mstep: Class 17 contains 10066 members 
Mstep: Class 18 contains 9029 members 
Mstep: Class 19 contains 14777 members 
Mstep: Class 20 contains 12306 members 
Mstep: Class 21 contains 171594 members 
Mstep: Class 22 contains 30077 members 
Mstep: Class 23 contains 25302 members 
Mstep: Class 24 contains 82342 members 
Mstep: Class 25 contains 24654 members 
Mstep: Class 26 contains 13522 members 
Mstep: Class 27 contains 332477 members 
Mstep: Class 28 contains 203687 members 
Mstep: Class 29 contains 1024 members 
Mstep: Class 30 contains 10089 members 
Mstep: Class 31 contains 9010 members 
Mstep: Class 32 contains 83482 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222409 members 
Mstep: Class 35 contains 91149 members 
Mstep: Class 36 contains 21134 members 
Mstep: Class 37 contains 8183 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491152.000000 Penalty: 136683.125000
Iteration 219Q: 39 clusters Score -2.354912e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 13766 members 
Mstep: Class 3 contains 13865 members 
Mstep: Class 4 contains 3316 members 
Mstep: Class 5 contains 42508 members 
Mstep: Class 6 contains 5934 members 
Mstep: Class 7 contains 4671 members 
Mstep: Class 8 contains 195677 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28533 members 
Mstep: Class 11 contains 17100 members 
Mstep: Class 12 contains 16741 members 
Mstep: Class 13 contains 56077 members 
Mstep: Class 14 contains 155935 members 
Mstep: Class 15 contains 29401 members 
Mstep: Class 16 contains 11553 members 
Mstep: Class 17 contains 10066 members 
Mstep: Class 18 contains 9031 members 
Mstep: Class 19 contains 14778 members 
Mstep: Class 20 contains 12306 members 
Mstep: Class 21 contains 171587 members 
Mstep: Class 22 contains 30077 members 
Mstep: Class 23 contains 25295 members 
Mstep: Class 24 contains 82344 members 
Mstep: Class 25 contains 24657 members 
Mstep: Class 26 contains 13523 members 
Mstep: Class 27 contains 332475 members 
Mstep: Class 28 contains 203704 members 
Mstep: Class 29 contains 1023 members 
Mstep: Class 30 contains 10089 members 
Mstep: Class 31 contains 9010 members 
Mstep: Class 32 contains 83477 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222397 members 
Mstep: Class 35 contains 91159 members 
Mstep: Class 36 contains 21129 members 
Mstep: Class 37 contains 8185 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491088.000000 Penalty: 136683.125000
Iteration 220F: 39 clusters Score -2.354911e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 13767 members 
Mstep: Class 3 contains 13866 members 
Mstep: Class 4 contains 3315 members 
Mstep: Class 5 contains 42508 members 
Mstep: Class 6 contains 5934 members 
Mstep: Class 7 contains 4669 members 
Mstep: Class 8 contains 195686 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28533 members 
Mstep: Class 11 contains 17100 members 
Mstep: Class 12 contains 16741 members 
Mstep: Class 13 contains 56076 members 
Mstep: Class 14 contains 155934 members 
Mstep: Class 15 contains 29393 members 
Mstep: Class 16 contains 11553 members 
Mstep: Class 17 contains 10068 members 
Mstep: Class 18 contains 9032 members 
Mstep: Class 19 contains 14775 members 
Mstep: Class 20 contains 12306 members 
Mstep: Class 21 contains 171586 members 
Mstep: Class 22 contains 30079 members 
Mstep: Class 23 contains 25290 members 
Mstep: Class 24 contains 82345 members 
Mstep: Class 25 contains 24663 members 
Mstep: Class 26 contains 13522 members 
Mstep: Class 27 contains 332480 members 
Mstep: Class 28 contains 203682 members 
Mstep: Class 29 contains 1023 members 
Mstep: Class 30 contains 10088 members 
Mstep: Class 31 contains 9009 members 
Mstep: Class 32 contains 83474 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222403 members 
Mstep: Class 35 contains 91171 members 
Mstep: Class 36 contains 21131 members 
Mstep: Class 37 contains 8187 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491488.000000 Penalty: 136683.125000
Iteration 221Q: 39 clusters Score -2.354915e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 13767 members 
Mstep: Class 3 contains 13865 members 
Mstep: Class 4 contains 3314 members 
Mstep: Class 5 contains 42509 members 
Mstep: Class 6 contains 5934 members 
Mstep: Class 7 contains 4665 members 
Mstep: Class 8 contains 195695 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28531 members 
Mstep: Class 11 contains 17100 members 
Mstep: Class 12 contains 16741 members 
Mstep: Class 13 contains 56077 members 
Mstep: Class 14 contains 155933 members 
Mstep: Class 15 contains 29400 members 
Mstep: Class 16 contains 11552 members 
Mstep: Class 17 contains 10068 members 
Mstep: Class 18 contains 9032 members 
Mstep: Class 19 contains 14773 members 
Mstep: Class 20 contains 12305 members 
Mstep: Class 21 contains 171582 members 
Mstep: Class 22 contains 30080 members 
Mstep: Class 23 contains 25283 members 
Mstep: Class 24 contains 82342 members 
Mstep: Class 25 contains 24670 members 
Mstep: Class 26 contains 13522 members 
Mstep: Class 27 contains 332490 members 
Mstep: Class 28 contains 203655 members 
Mstep: Class 29 contains 1023 members 
Mstep: Class 30 contains 10088 members 
Mstep: Class 31 contains 9010 members 
Mstep: Class 32 contains 83475 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222409 members 
Mstep: Class 35 contains 91183 members 
Mstep: Class 36 contains 21126 members 
Mstep: Class 37 contains 8189 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491600.000000 Penalty: 136683.125000
Iteration 222Q: 39 clusters Score -2.354916e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 13767 members 
Mstep: Class 3 contains 13864 members 
Mstep: Class 4 contains 3314 members 
Mstep: Class 5 contains 42507 members 
Mstep: Class 6 contains 5934 members 
Mstep: Class 7 contains 4659 members 
Mstep: Class 8 contains 195701 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28529 members 
Mstep: Class 11 contains 17100 members 
Mstep: Class 12 contains 16740 members 
Mstep: Class 13 contains 56079 members 
Mstep: Class 14 contains 155930 members 
Mstep: Class 15 contains 29403 members 
Mstep: Class 16 contains 11552 members 
Mstep: Class 17 contains 10069 members 
Mstep: Class 18 contains 9033 members 
Mstep: Class 19 contains 14775 members 
Mstep: Class 20 contains 12305 members 
Mstep: Class 21 contains 171578 members 
Mstep: Class 22 contains 30079 members 
Mstep: Class 23 contains 25277 members 
Mstep: Class 24 contains 82341 members 
Mstep: Class 25 contains 24676 members 
Mstep: Class 26 contains 13521 members 
Mstep: Class 27 contains 332501 members 
Mstep: Class 28 contains 203621 members 
Mstep: Class 29 contains 1023 members 
Mstep: Class 30 contains 10088 members 
Mstep: Class 31 contains 9011 members 
Mstep: Class 32 contains 83471 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222439 members 
Mstep: Class 35 contains 91191 members 
Mstep: Class 36 contains 21119 members 
Mstep: Class 37 contains 8189 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491392.000000 Penalty: 136683.125000
Iteration 223Q: 39 clusters Score -2.354914e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 13765 members 
Mstep: Class 3 contains 13865 members 
Mstep: Class 4 contains 3314 members 
Mstep: Class 5 contains 42505 members 
Mstep: Class 6 contains 5934 members 
Mstep: Class 7 contains 4658 members 
Mstep: Class 8 contains 195716 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28528 members 
Mstep: Class 11 contains 17100 members 
Mstep: Class 12 contains 16739 members 
Mstep: Class 13 contains 56078 members 
Mstep: Class 14 contains 155928 members 
Mstep: Class 15 contains 29411 members 
Mstep: Class 16 contains 11552 members 
Mstep: Class 17 contains 10069 members 
Mstep: Class 18 contains 9034 members 
Mstep: Class 19 contains 14774 members 
Mstep: Class 20 contains 12304 members 
Mstep: Class 21 contains 171576 members 
Mstep: Class 22 contains 30075 members 
Mstep: Class 23 contains 25269 members 
Mstep: Class 24 contains 82339 members 
Mstep: Class 25 contains 24679 members 
Mstep: Class 26 contains 13519 members 
Mstep: Class 27 contains 332505 members 
Mstep: Class 28 contains 203603 members 
Mstep: Class 29 contains 1023 members 
Mstep: Class 30 contains 10088 members 
Mstep: Class 31 contains 9011 members 
Mstep: Class 32 contains 83465 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222458 members 
Mstep: Class 35 contains 91193 members 
Mstep: Class 36 contains 21118 members 
Mstep: Class 37 contains 8189 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491136.000000 Penalty: 136683.125000
Iteration 224Q: 39 clusters Score -2.354911e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 13764 members 
Mstep: Class 3 contains 13866 members 
Mstep: Class 4 contains 3313 members 
Mstep: Class 5 contains 42504 members 
Mstep: Class 6 contains 5934 members 
Mstep: Class 7 contains 4657 members 
Mstep: Class 8 contains 195723 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28528 members 
Mstep: Class 11 contains 17099 members 
Mstep: Class 12 contains 16738 members 
Mstep: Class 13 contains 56080 members 
Mstep: Class 14 contains 155929 members 
Mstep: Class 15 contains 29421 members 
Mstep: Class 16 contains 11552 members 
Mstep: Class 17 contains 10070 members 
Mstep: Class 18 contains 9034 members 
Mstep: Class 19 contains 14774 members 
Mstep: Class 20 contains 12303 members 
Mstep: Class 21 contains 171567 members 
Mstep: Class 22 contains 30073 members 
Mstep: Class 23 contains 25263 members 
Mstep: Class 24 contains 82337 members 
Mstep: Class 25 contains 24679 members 
Mstep: Class 26 contains 13516 members 
Mstep: Class 27 contains 332521 members 
Mstep: Class 28 contains 203583 members 
Mstep: Class 29 contains 1023 members 
Mstep: Class 30 contains 10089 members 
Mstep: Class 31 contains 9014 members 
Mstep: Class 32 contains 83463 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222455 members 
Mstep: Class 35 contains 91204 members 
Mstep: Class 36 contains 21119 members 
Mstep: Class 37 contains 8189 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491264.000000 Penalty: 136683.125000
Iteration 225Q: 39 clusters Score -2.354913e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 13764 members 
Mstep: Class 3 contains 13866 members 
Mstep: Class 4 contains 3313 members 
Mstep: Class 5 contains 42503 members 
Mstep: Class 6 contains 5934 members 
Mstep: Class 7 contains 4656 members 
Mstep: Class 8 contains 195735 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28525 members 
Mstep: Class 11 contains 17098 members 
Mstep: Class 12 contains 16737 members 
Mstep: Class 13 contains 56083 members 
Mstep: Class 14 contains 155925 members 
Mstep: Class 15 contains 29434 members 
Mstep: Class 16 contains 11552 members 
Mstep: Class 17 contains 10071 members 
Mstep: Class 18 contains 9034 members 
Mstep: Class 19 contains 14774 members 
Mstep: Class 20 contains 12301 members 
Mstep: Class 21 contains 171563 members 
Mstep: Class 22 contains 30069 members 
Mstep: Class 23 contains 25246 members 
Mstep: Class 24 contains 82335 members 
Mstep: Class 25 contains 24680 members 
Mstep: Class 26 contains 13515 members 
Mstep: Class 27 contains 332534 members 
Mstep: Class 28 contains 203569 members 
Mstep: Class 29 contains 1023 members 
Mstep: Class 30 contains 10090 members 
Mstep: Class 31 contains 9016 members 
Mstep: Class 32 contains 83461 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222461 members 
Mstep: Class 35 contains 91212 members 
Mstep: Class 36 contains 21116 members 
Mstep: Class 37 contains 8189 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491248.000000 Penalty: 136683.125000
Iteration 226Q: 39 clusters Score -2.354912e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 13767 members 
Mstep: Class 3 contains 13866 members 
Mstep: Class 4 contains 3313 members 
Mstep: Class 5 contains 42504 members 
Mstep: Class 6 contains 5934 members 
Mstep: Class 7 contains 4653 members 
Mstep: Class 8 contains 195743 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28522 members 
Mstep: Class 11 contains 17098 members 
Mstep: Class 12 contains 16734 members 
Mstep: Class 13 contains 56085 members 
Mstep: Class 14 contains 155921 members 
Mstep: Class 15 contains 29448 members 
Mstep: Class 16 contains 11552 members 
Mstep: Class 17 contains 10072 members 
Mstep: Class 18 contains 9034 members 
Mstep: Class 19 contains 14774 members 
Mstep: Class 20 contains 12301 members 
Mstep: Class 21 contains 171562 members 
Mstep: Class 22 contains 30065 members 
Mstep: Class 23 contains 25233 members 
Mstep: Class 24 contains 82334 members 
Mstep: Class 25 contains 24680 members 
Mstep: Class 26 contains 13516 members 
Mstep: Class 27 contains 332542 members 
Mstep: Class 28 contains 203536 members 
Mstep: Class 29 contains 1023 members 
Mstep: Class 30 contains 10090 members 
Mstep: Class 31 contains 9016 members 
Mstep: Class 32 contains 83459 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222479 members 
Mstep: Class 35 contains 91222 members 
Mstep: Class 36 contains 21117 members 
Mstep: Class 37 contains 8189 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491056.000000 Penalty: 136683.125000
Iteration 227Q: 39 clusters Score -2.354911e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 13772 members 
Mstep: Class 3 contains 13867 members 
Mstep: Class 4 contains 3312 members 
Mstep: Class 5 contains 42504 members 
Mstep: Class 6 contains 5934 members 
Mstep: Class 7 contains 4650 members 
Mstep: Class 8 contains 195756 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28522 members 
Mstep: Class 11 contains 17099 members 
Mstep: Class 12 contains 16735 members 
Mstep: Class 13 contains 56088 members 
Mstep: Class 14 contains 155917 members 
Mstep: Class 15 contains 29469 members 
Mstep: Class 16 contains 11552 members 
Mstep: Class 17 contains 10076 members 
Mstep: Class 18 contains 9034 members 
Mstep: Class 19 contains 14774 members 
Mstep: Class 20 contains 12300 members 
Mstep: Class 21 contains 171555 members 
Mstep: Class 22 contains 30063 members 
Mstep: Class 23 contains 25217 members 
Mstep: Class 24 contains 82332 members 
Mstep: Class 25 contains 24682 members 
Mstep: Class 26 contains 13519 members 
Mstep: Class 27 contains 332540 members 
Mstep: Class 28 contains 203519 members 
Mstep: Class 29 contains 1023 members 
Mstep: Class 30 contains 10089 members 
Mstep: Class 31 contains 9016 members 
Mstep: Class 32 contains 83457 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222482 members 
Mstep: Class 35 contains 91233 members 
Mstep: Class 36 contains 21107 members 
Mstep: Class 37 contains 8189 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491088.000000 Penalty: 136683.125000
Iteration 228Q: 39 clusters Score -2.354911e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 13775 members 
Mstep: Class 3 contains 13867 members 
Mstep: Class 4 contains 3311 members 
Mstep: Class 5 contains 42504 members 
Mstep: Class 6 contains 5934 members 
Mstep: Class 7 contains 4646 members 
Mstep: Class 8 contains 195770 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28521 members 
Mstep: Class 11 contains 17100 members 
Mstep: Class 12 contains 16739 members 
Mstep: Class 13 contains 56088 members 
Mstep: Class 14 contains 155915 members 
Mstep: Class 15 contains 29489 members 
Mstep: Class 16 contains 11552 members 
Mstep: Class 17 contains 10082 members 
Mstep: Class 18 contains 9034 members 
Mstep: Class 19 contains 14773 members 
Mstep: Class 20 contains 12300 members 
Mstep: Class 21 contains 171551 members 
Mstep: Class 22 contains 30060 members 
Mstep: Class 23 contains 25205 members 
Mstep: Class 24 contains 82335 members 
Mstep: Class 25 contains 24685 members 
Mstep: Class 26 contains 13520 members 
Mstep: Class 27 contains 332539 members 
Mstep: Class 28 contains 203497 members 
Mstep: Class 29 contains 1023 members 
Mstep: Class 30 contains 10088 members 
Mstep: Class 31 contains 9016 members 
Mstep: Class 32 contains 83456 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222477 members 
Mstep: Class 35 contains 91241 members 
Mstep: Class 36 contains 21101 members 
Mstep: Class 37 contains 8189 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491184.000000 Penalty: 136683.125000
Iteration 229Q: 39 clusters Score -2.354912e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 13777 members 
Mstep: Class 3 contains 13866 members 
Mstep: Class 4 contains 3310 members 
Mstep: Class 5 contains 42503 members 
Mstep: Class 6 contains 5934 members 
Mstep: Class 7 contains 4643 members 
Mstep: Class 8 contains 195782 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28518 members 
Mstep: Class 11 contains 17100 members 
Mstep: Class 12 contains 16742 members 
Mstep: Class 13 contains 56087 members 
Mstep: Class 14 contains 155912 members 
Mstep: Class 15 contains 29507 members 
Mstep: Class 16 contains 11552 members 
Mstep: Class 17 contains 10081 members 
Mstep: Class 18 contains 9034 members 
Mstep: Class 19 contains 14773 members 
Mstep: Class 20 contains 12301 members 
Mstep: Class 21 contains 171550 members 
Mstep: Class 22 contains 30064 members 
Mstep: Class 23 contains 25192 members 
Mstep: Class 24 contains 82336 members 
Mstep: Class 25 contains 24688 members 
Mstep: Class 26 contains 13519 members 
Mstep: Class 27 contains 332538 members 
Mstep: Class 28 contains 203479 members 
Mstep: Class 29 contains 1023 members 
Mstep: Class 30 contains 10088 members 
Mstep: Class 31 contains 9016 members 
Mstep: Class 32 contains 83456 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222484 members 
Mstep: Class 35 contains 91250 members 
Mstep: Class 36 contains 21088 members 
Mstep: Class 37 contains 8189 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491184.000000 Penalty: 136683.125000
Iteration 230Q: 39 clusters Score -2.354912e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 13778 members 
Mstep: Class 3 contains 13866 members 
Mstep: Class 4 contains 3310 members 
Mstep: Class 5 contains 42503 members 
Mstep: Class 6 contains 5934 members 
Mstep: Class 7 contains 4642 members 
Mstep: Class 8 contains 195795 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28515 members 
Mstep: Class 11 contains 17100 members 
Mstep: Class 12 contains 16743 members 
Mstep: Class 13 contains 56085 members 
Mstep: Class 14 contains 155911 members 
Mstep: Class 15 contains 29515 members 
Mstep: Class 16 contains 11551 members 
Mstep: Class 17 contains 10080 members 
Mstep: Class 18 contains 9033 members 
Mstep: Class 19 contains 14773 members 
Mstep: Class 20 contains 12301 members 
Mstep: Class 21 contains 171541 members 
Mstep: Class 22 contains 30065 members 
Mstep: Class 23 contains 25183 members 
Mstep: Class 24 contains 82334 members 
Mstep: Class 25 contains 24690 members 
Mstep: Class 26 contains 13518 members 
Mstep: Class 27 contains 332540 members 
Mstep: Class 28 contains 203480 members 
Mstep: Class 29 contains 1023 members 
Mstep: Class 30 contains 10088 members 
Mstep: Class 31 contains 9015 members 
Mstep: Class 32 contains 83458 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222486 members 
Mstep: Class 35 contains 91257 members 
Mstep: Class 36 contains 21080 members 
Mstep: Class 37 contains 8189 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491024.000000 Penalty: 136683.125000
Iteration 231Q: 39 clusters Score -2.35491e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 13779 members 
Mstep: Class 3 contains 13864 members 
Mstep: Class 4 contains 3310 members 
Mstep: Class 5 contains 42500 members 
Mstep: Class 6 contains 5934 members 
Mstep: Class 7 contains 4640 members 
Mstep: Class 8 contains 195804 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28511 members 
Mstep: Class 11 contains 17099 members 
Mstep: Class 12 contains 16743 members 
Mstep: Class 13 contains 56085 members 
Mstep: Class 14 contains 155911 members 
Mstep: Class 15 contains 29530 members 
Mstep: Class 16 contains 11552 members 
Mstep: Class 17 contains 10082 members 
Mstep: Class 18 contains 9033 members 
Mstep: Class 19 contains 14773 members 
Mstep: Class 20 contains 12300 members 
Mstep: Class 21 contains 171531 members 
Mstep: Class 22 contains 30063 members 
Mstep: Class 23 contains 25174 members 
Mstep: Class 24 contains 82333 members 
Mstep: Class 25 contains 24692 members 
Mstep: Class 26 contains 13518 members 
Mstep: Class 27 contains 332539 members 
Mstep: Class 28 contains 203506 members 
Mstep: Class 29 contains 1022 members 
Mstep: Class 30 contains 10088 members 
Mstep: Class 31 contains 9015 members 
Mstep: Class 32 contains 83456 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222473 members 
Mstep: Class 35 contains 91262 members 
Mstep: Class 36 contains 21071 members 
Mstep: Class 37 contains 8189 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491136.000000 Penalty: 136683.125000
Iteration 232Q: 39 clusters Score -2.354911e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 13780 members 
Mstep: Class 3 contains 13862 members 
Mstep: Class 4 contains 3310 members 
Mstep: Class 5 contains 42502 members 
Mstep: Class 6 contains 5934 members 
Mstep: Class 7 contains 4638 members 
Mstep: Class 8 contains 195810 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28509 members 
Mstep: Class 11 contains 17098 members 
Mstep: Class 12 contains 16743 members 
Mstep: Class 13 contains 56085 members 
Mstep: Class 14 contains 155912 members 
Mstep: Class 15 contains 29547 members 
Mstep: Class 16 contains 11550 members 
Mstep: Class 17 contains 10082 members 
Mstep: Class 18 contains 9034 members 
Mstep: Class 19 contains 14773 members 
Mstep: Class 20 contains 12300 members 
Mstep: Class 21 contains 171525 members 
Mstep: Class 22 contains 30058 members 
Mstep: Class 23 contains 25163 members 
Mstep: Class 24 contains 82334 members 
Mstep: Class 25 contains 24694 members 
Mstep: Class 26 contains 13517 members 
Mstep: Class 27 contains 332549 members 
Mstep: Class 28 contains 203487 members 
Mstep: Class 29 contains 1022 members 
Mstep: Class 30 contains 10086 members 
Mstep: Class 31 contains 9015 members 
Mstep: Class 32 contains 83455 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222479 members 
Mstep: Class 35 contains 91268 members 
Mstep: Class 36 contains 21072 members 
Mstep: Class 37 contains 8189 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491168.000000 Penalty: 136683.125000
Iteration 233Q: 39 clusters Score -2.354912e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 13781 members 
Mstep: Class 3 contains 13861 members 
Mstep: Class 4 contains 3309 members 
Mstep: Class 5 contains 42505 members 
Mstep: Class 6 contains 5934 members 
Mstep: Class 7 contains 4638 members 
Mstep: Class 8 contains 195810 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28509 members 
Mstep: Class 11 contains 17096 members 
Mstep: Class 12 contains 16743 members 
Mstep: Class 13 contains 56084 members 
Mstep: Class 14 contains 155910 members 
Mstep: Class 15 contains 29556 members 
Mstep: Class 16 contains 11549 members 
Mstep: Class 17 contains 10081 members 
Mstep: Class 18 contains 9034 members 
Mstep: Class 19 contains 14774 members 
Mstep: Class 20 contains 12299 members 
Mstep: Class 21 contains 171511 members 
Mstep: Class 22 contains 30055 members 
Mstep: Class 23 contains 25152 members 
Mstep: Class 24 contains 82333 members 
Mstep: Class 25 contains 24696 members 
Mstep: Class 26 contains 13518 members 
Mstep: Class 27 contains 332556 members 
Mstep: Class 28 contains 203462 members 
Mstep: Class 29 contains 1022 members 
Mstep: Class 30 contains 10086 members 
Mstep: Class 31 contains 9014 members 
Mstep: Class 32 contains 83454 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222501 members 
Mstep: Class 35 contains 91283 members 
Mstep: Class 36 contains 21078 members 
Mstep: Class 37 contains 8189 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491216.000000 Penalty: 136683.125000
Iteration 234Q: 39 clusters Score -2.354912e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 13783 members 
Mstep: Class 3 contains 13862 members 
Mstep: Class 4 contains 3309 members 
Mstep: Class 5 contains 42501 members 
Mstep: Class 6 contains 5934 members 
Mstep: Class 7 contains 4638 members 
Mstep: Class 8 contains 195815 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28508 members 
Mstep: Class 11 contains 17096 members 
Mstep: Class 12 contains 16743 members 
Mstep: Class 13 contains 56083 members 
Mstep: Class 14 contains 155911 members 
Mstep: Class 15 contains 29558 members 
Mstep: Class 16 contains 11549 members 
Mstep: Class 17 contains 10081 members 
Mstep: Class 18 contains 9033 members 
Mstep: Class 19 contains 14774 members 
Mstep: Class 20 contains 12298 members 
Mstep: Class 21 contains 171504 members 
Mstep: Class 22 contains 30055 members 
Mstep: Class 23 contains 25140 members 
Mstep: Class 24 contains 82332 members 
Mstep: Class 25 contains 24702 members 
Mstep: Class 26 contains 13520 members 
Mstep: Class 27 contains 332557 members 
Mstep: Class 28 contains 203427 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10085 members 
Mstep: Class 31 contains 9013 members 
Mstep: Class 32 contains 83448 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222532 members 
Mstep: Class 35 contains 91297 members 
Mstep: Class 36 contains 21084 members 
Mstep: Class 37 contains 8189 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491200.000000 Penalty: 136683.125000
Iteration 235Q: 39 clusters Score -2.354912e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 13786 members 
Mstep: Class 3 contains 13862 members 
Mstep: Class 4 contains 3310 members 
Mstep: Class 5 contains 42499 members 
Mstep: Class 6 contains 5934 members 
Mstep: Class 7 contains 4638 members 
Mstep: Class 8 contains 195826 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28509 members 
Mstep: Class 11 contains 17095 members 
Mstep: Class 12 contains 16742 members 
Mstep: Class 13 contains 56082 members 
Mstep: Class 14 contains 155909 members 
Mstep: Class 15 contains 29560 members 
Mstep: Class 16 contains 11549 members 
Mstep: Class 17 contains 10081 members 
Mstep: Class 18 contains 9032 members 
Mstep: Class 19 contains 14774 members 
Mstep: Class 20 contains 12299 members 
Mstep: Class 21 contains 171499 members 
Mstep: Class 22 contains 30057 members 
Mstep: Class 23 contains 25133 members 
Mstep: Class 24 contains 82332 members 
Mstep: Class 25 contains 24708 members 
Mstep: Class 26 contains 13523 members 
Mstep: Class 27 contains 332557 members 
Mstep: Class 28 contains 203395 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10085 members 
Mstep: Class 31 contains 9014 members 
Mstep: Class 32 contains 83447 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222548 members 
Mstep: Class 35 contains 91304 members 
Mstep: Class 36 contains 21081 members 
Mstep: Class 37 contains 8189 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491168.000000 Penalty: 136683.125000
Iteration 236Q: 39 clusters Score -2.354912e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 13786 members 
Mstep: Class 3 contains 13861 members 
Mstep: Class 4 contains 3310 members 
Mstep: Class 5 contains 42498 members 
Mstep: Class 6 contains 5934 members 
Mstep: Class 7 contains 4638 members 
Mstep: Class 8 contains 195834 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28510 members 
Mstep: Class 11 contains 17094 members 
Mstep: Class 12 contains 16744 members 
Mstep: Class 13 contains 56078 members 
Mstep: Class 14 contains 155909 members 
Mstep: Class 15 contains 29569 members 
Mstep: Class 16 contains 11549 members 
Mstep: Class 17 contains 10080 members 
Mstep: Class 18 contains 9031 members 
Mstep: Class 19 contains 14774 members 
Mstep: Class 20 contains 12302 members 
Mstep: Class 21 contains 171492 members 
Mstep: Class 22 contains 30057 members 
Mstep: Class 23 contains 25130 members 
Mstep: Class 24 contains 82331 members 
Mstep: Class 25 contains 24713 members 
Mstep: Class 26 contains 13520 members 
Mstep: Class 27 contains 332553 members 
Mstep: Class 28 contains 203375 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10085 members 
Mstep: Class 31 contains 9014 members 
Mstep: Class 32 contains 83447 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222561 members 
Mstep: Class 35 contains 91312 members 
Mstep: Class 36 contains 21079 members 
Mstep: Class 37 contains 8189 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491104.000000 Penalty: 136683.125000
Iteration 237Q: 39 clusters Score -2.354911e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 13785 members 
Mstep: Class 3 contains 13861 members 
Mstep: Class 4 contains 3310 members 
Mstep: Class 5 contains 42495 members 
Mstep: Class 6 contains 5934 members 
Mstep: Class 7 contains 4636 members 
Mstep: Class 8 contains 195847 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28509 members 
Mstep: Class 11 contains 17094 members 
Mstep: Class 12 contains 16745 members 
Mstep: Class 13 contains 56078 members 
Mstep: Class 14 contains 155907 members 
Mstep: Class 15 contains 29571 members 
Mstep: Class 16 contains 11549 members 
Mstep: Class 17 contains 10080 members 
Mstep: Class 18 contains 9031 members 
Mstep: Class 19 contains 14775 members 
Mstep: Class 20 contains 12303 members 
Mstep: Class 21 contains 171496 members 
Mstep: Class 22 contains 30059 members 
Mstep: Class 23 contains 25127 members 
Mstep: Class 24 contains 82332 members 
Mstep: Class 25 contains 24716 members 
Mstep: Class 26 contains 13520 members 
Mstep: Class 27 contains 332550 members 
Mstep: Class 28 contains 203341 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10084 members 
Mstep: Class 31 contains 9014 members 
Mstep: Class 32 contains 83445 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222584 members 
Mstep: Class 35 contains 91317 members 
Mstep: Class 36 contains 21075 members 
Mstep: Class 37 contains 8189 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491184.000000 Penalty: 136683.125000
Iteration 238Q: 39 clusters Score -2.354912e+08 nChanged 262
Entering ConstructFrom: 
Score: -235491184.000000 Penalty: 136683.125000
Entering ConstructFrom: 
Trying to split cluster 1 (16029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Entering Unmasked Estep 
Score: -1900359.500000 Penalty: 2401.174316
	Iteration 0F: 2 clusters Score -1900360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1888743.250000 Penalty: 4802.348633
	Iteration 0F: 3 clusters Score -1888743 nChanged 7031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1892365.125000 Penalty: 4802.348633
	Iteration 1F: 3 clusters Score -1892365 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1892735.625000 Penalty: 4802.348633
	Iteration 2F: 3 clusters Score -1892736 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1893043.625000 Penalty: 4802.348633
	Iteration 3F: 3 clusters Score -1893044 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1893321.125000 Penalty: 4802.348633
	Iteration 4Q: 3 clusters Score -1893321 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1893632.500000 Penalty: 4802.348633
	Iteration 5Q: 3 clusters Score -1893632 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1894020.750000 Penalty: 4802.348633
	Iteration 6Q: 3 clusters Score -1894021 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1894533.875000 Penalty: 4802.348633
	Iteration 7F: 3 clusters Score -1894534 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1895170.125000 Penalty: 4802.348633
	Iteration 8F: 3 clusters Score -1895170 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1895875.625000 Penalty: 4802.348633
	Iteration 9F: 3 clusters Score -1895876 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1896453.375000 Penalty: 4802.348633
	Iteration 10F: 3 clusters Score -1896453 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1896890.250000 Penalty: 4802.348633
	Iteration 11Q: 3 clusters Score -1896890 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -1897215.875000 Penalty: 4802.348633
	Iteration 12Q: 3 clusters Score -1897216 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -1897487.125000 Penalty: 4802.348633
	Iteration 13Q: 3 clusters Score -1897487 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -1897695.500000 Penalty: 4802.348633
	Iteration 14Q: 3 clusters Score -1897696 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -1897865.750000 Penalty: 4802.348633
	Iteration 15Q: 3 clusters Score -1897866 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -1897977.875000 Penalty: 4802.348633
	Iteration 16Q: 3 clusters Score -1897978 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1898068.500000 Penalty: 4802.348633
	Iteration 17Q: 3 clusters Score -1898068 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -1898132.125000 Penalty: 4802.348633
	Iteration 18Q: 3 clusters Score -1898132 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -1898187.000000 Penalty: 4802.348633
	Iteration 19Q: 3 clusters Score -1898187 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -1898227.375000 Penalty: 4802.348633
	Iteration 20F: 3 clusters Score -1898227 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -1898264.500000 Penalty: 4802.348633
	Iteration 21Q: 3 clusters Score -1898264 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -1898291.250000 Penalty: 4802.348633
	Iteration 22Q: 3 clusters Score -1898291 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -1898324.875000 Penalty: 4802.348633
	Iteration 23Q: 3 clusters Score -1898325 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -1898349.750000 Penalty: 4802.348633
	Iteration 24Q: 3 clusters Score -1898350 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -1898377.250000 Penalty: 4802.348633
	Iteration 25Q: 3 clusters Score -1898377 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -1898390.375000 Penalty: 4802.348633
	Iteration 26Q: 3 clusters Score -1898390 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -1898400.125000 Penalty: 4802.348633
	Iteration 27Q: 3 clusters Score -1898400 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -1898425.375000 Penalty: 4802.348633
	Iteration 28Q: 3 clusters Score -1898425 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -1898443.750000 Penalty: 4802.348633
	Iteration 29Q: 3 clusters Score -1898444 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -1898461.000000 Penalty: 4802.348633
	Iteration 30Q: 3 clusters Score -1898461 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -1898475.500000 Penalty: 4802.348633
	Iteration 31Q: 3 clusters Score -1898476 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -1898482.750000 Penalty: 4802.348633
	Iteration 32Q: 3 clusters Score -1898483 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -1898490.250000 Penalty: 4802.348633
	Iteration 33Q: 3 clusters Score -1898490 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -1898499.125000 Penalty: 4802.348633
	Iteration 34Q: 3 clusters Score -1898499 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -1898506.000000 Penalty: 4802.348633
	Iteration 35Q: 3 clusters Score -1898506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -1898512.375000 Penalty: 4802.348633
	Iteration 36Q: 3 clusters Score -1898512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -1898519.750000 Penalty: 4802.348633
	Iteration 37Q: 3 clusters Score -1898520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -1898530.125000 Penalty: 4802.348633
	Iteration 38Q: 3 clusters Score -1898530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -1898529.250000 Penalty: 4802.348633
	Iteration 39Q: 3 clusters Score -1898529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -1898528.000000 Penalty: 4802.348633
	Iteration 40F: 3 clusters Score -1898528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -1898529.375000 Penalty: 4802.348633
	Iteration 41Q: 3 clusters Score -1898529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -1898531.750000 Penalty: 4802.348633
	Iteration 42Q: 3 clusters Score -1898532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -1898530.875000 Penalty: 4802.348633
	Iteration 43Q: 3 clusters Score -1898531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -1898532.125000 Penalty: 4802.348633
	Iteration 44Q: 3 clusters Score -1898532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -1898535.875000 Penalty: 4802.348633
	Iteration 45Q: 3 clusters Score -1898536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -1898538.250000 Penalty: 4802.348633
	Iteration 46Q: 3 clusters Score -1898538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -1898539.375000 Penalty: 4802.348633
	Iteration 47Q: 3 clusters Score -1898539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -1898539.250000 Penalty: 4802.348633
	Iteration 48Q: 3 clusters Score -1898539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -1898543.375000 Penalty: 4802.348633
	Iteration 49Q: 3 clusters Score -1898543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -1898544.125000 Penalty: 4802.348633
	Iteration 50Q: 3 clusters Score -1898544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -1898546.125000 Penalty: 4802.348633
	Iteration 51Q: 3 clusters Score -1898546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -1898545.250000 Penalty: 4802.348633
	Iteration 52Q: 3 clusters Score -1898545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -1898550.375000 Penalty: 4802.348633
	Iteration 53Q: 3 clusters Score -1898550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -1898544.500000 Penalty: 4802.348633
	Iteration 54Q: 3 clusters Score -1898544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -1898550.750000 Penalty: 4802.348633
	Iteration 55Q: 3 clusters Score -1898551 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -1898554.375000 Penalty: 4802.348633
	Iteration 56Q: 3 clusters Score -1898554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -1898559.875000 Penalty: 4802.348633
	Iteration 57Q: 3 clusters Score -1898560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -1898560.875000 Penalty: 4802.348633
	Iteration 58Q: 3 clusters Score -1898561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -1898563.375000 Penalty: 4802.348633
	Iteration 59Q: 3 clusters Score -1898563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -1898565.875000 Penalty: 4802.348633
	Iteration 60F: 3 clusters Score -1898566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -1898567.750000 Penalty: 4802.348633
	Iteration 61Q: 3 clusters Score -1898568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -1898572.500000 Penalty: 4802.348633
	Iteration 62Q: 3 clusters Score -1898572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -1898577.125000 Penalty: 4802.348633
	Iteration 63Q: 3 clusters Score -1898577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -1898580.000000 Penalty: 4802.348633
	Iteration 64Q: 3 clusters Score -1898580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -1898584.375000 Penalty: 4802.348633
	Iteration 65Q: 3 clusters Score -1898584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -1898585.125000 Penalty: 4802.348633
	Iteration 66Q: 3 clusters Score -1898585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -1898586.125000 Penalty: 4802.348633
	Iteration 67Q: 3 clusters Score -1898586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -1898586.000000 Penalty: 4802.348633
	Iteration 68Q: 3 clusters Score -1898586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -1898584.000000 Penalty: 4802.348633
	Iteration 69Q: 3 clusters Score -1898584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -1898585.875000 Penalty: 4802.348633
	Iteration 70Q: 3 clusters Score -1898586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -1898585.875000 Penalty: 4802.348633
	Iteration 71F: 3 clusters Score -1898586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Entering Unmasked Estep 
Score: -1587293.375000 Penalty: 2363.771484
	Iteration 0F: 2 clusters Score -1587293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1577171.875000 Penalty: 4727.542969
	Iteration 0F: 3 clusters Score -1577172 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1580318.000000 Penalty: 4727.542969
	Iteration 1F: 3 clusters Score -1580318 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1580779.500000 Penalty: 4727.542969
	Iteration 2F: 3 clusters Score -1580780 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1581221.125000 Penalty: 4727.542969
	Iteration 3F: 3 clusters Score -1581221 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1581686.000000 Penalty: 4727.542969
	Iteration 4F: 3 clusters Score -1581686 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1582215.750000 Penalty: 4727.542969
	Iteration 5F: 3 clusters Score -1582216 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1582769.000000 Penalty: 4727.542969
	Iteration 6F: 3 clusters Score -1582769 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1583328.500000 Penalty: 4727.542969
	Iteration 7F: 3 clusters Score -1583328 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1583865.875000 Penalty: 4727.542969
	Iteration 8F: 3 clusters Score -1583866 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1584330.125000 Penalty: 4727.542969
	Iteration 9Q: 3 clusters Score -1584330 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1584677.625000 Penalty: 4727.542969
	Iteration 10Q: 3 clusters Score -1584678 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1584923.500000 Penalty: 4727.542969
	Iteration 11Q: 3 clusters Score -1584924 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1585079.125000 Penalty: 4727.542969
	Iteration 12Q: 3 clusters Score -1585079 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1585178.000000 Penalty: 4727.542969
	Iteration 13Q: 3 clusters Score -1585178 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1585256.375000 Penalty: 4727.542969
	Iteration 14Q: 3 clusters Score -1585256 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1585334.375000 Penalty: 4727.542969
	Iteration 15Q: 3 clusters Score -1585334 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1585393.875000 Penalty: 4727.542969
	Iteration 16Q: 3 clusters Score -1585394 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1585453.125000 Penalty: 4727.542969
	Iteration 17Q: 3 clusters Score -1585453 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1585508.500000 Penalty: 4727.542969
	Iteration 18Q: 3 clusters Score -1585508 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1585551.625000 Penalty: 4727.542969
	Iteration 19Q: 3 clusters Score -1585552 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1585581.750000 Penalty: 4727.542969
	Iteration 20F: 3 clusters Score -1585582 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1585603.000000 Penalty: 4727.542969
	Iteration 21Q: 3 clusters Score -1585603 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1585622.625000 Penalty: 4727.542969
	Iteration 22Q: 3 clusters Score -1585623 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1585639.625000 Penalty: 4727.542969
	Iteration 23Q: 3 clusters Score -1585640 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1585662.500000 Penalty: 4727.542969
	Iteration 24Q: 3 clusters Score -1585662 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1585669.125000 Penalty: 4727.542969
	Iteration 25Q: 3 clusters Score -1585669 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1585678.625000 Penalty: 4727.542969
	Iteration 26Q: 3 clusters Score -1585679 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1585686.125000 Penalty: 4727.542969
	Iteration 27Q: 3 clusters Score -1585686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1585688.500000 Penalty: 4727.542969
	Iteration 28Q: 3 clusters Score -1585688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1585695.875000 Penalty: 4727.542969
	Iteration 29Q: 3 clusters Score -1585696 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1585700.875000 Penalty: 4727.542969
	Iteration 30Q: 3 clusters Score -1585701 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1585701.125000 Penalty: 4727.542969
	Iteration 31Q: 3 clusters Score -1585701 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1585706.750000 Penalty: 4727.542969
	Iteration 32Q: 3 clusters Score -1585707 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1585705.250000 Penalty: 4727.542969
	Iteration 33Q: 3 clusters Score -1585705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1585707.875000 Penalty: 4727.542969
	Iteration 34Q: 3 clusters Score -1585708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1585703.625000 Penalty: 4727.542969
	Iteration 35Q: 3 clusters Score -1585704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1585714.250000 Penalty: 4727.542969
	Iteration 36Q: 3 clusters Score -1585714 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1585717.000000 Penalty: 4727.542969
	Iteration 37Q: 3 clusters Score -1585717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1585717.000000 Penalty: 4727.542969
	Iteration 38Q: 3 clusters Score -1585717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1585719.375000 Penalty: 4727.542969
	Iteration 39Q: 3 clusters Score -1585719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1585724.625000 Penalty: 4727.542969
	Iteration 40F: 3 clusters Score -1585725 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1585727.875000 Penalty: 4727.542969
	Iteration 41Q: 3 clusters Score -1585728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1585727.875000 Penalty: 4727.542969
	Iteration 42Q: 3 clusters Score -1585728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1585730.500000 Penalty: 4727.542969
	Iteration 43Q: 3 clusters Score -1585730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1585733.875000 Penalty: 4727.542969
	Iteration 44Q: 3 clusters Score -1585734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1585733.250000 Penalty: 4727.542969
	Iteration 45Q: 3 clusters Score -1585733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1585733.875000 Penalty: 4727.542969
	Iteration 46Q: 3 clusters Score -1585734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1585737.000000 Penalty: 4727.542969
	Iteration 47Q: 3 clusters Score -1585737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1585738.875000 Penalty: 4727.542969
	Iteration 48Q: 3 clusters Score -1585739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1585741.625000 Penalty: 4727.542969
	Iteration 49Q: 3 clusters Score -1585742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1585743.250000 Penalty: 4727.542969
	Iteration 50Q: 3 clusters Score -1585743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1585742.500000 Penalty: 4727.542969
	Iteration 51Q: 3 clusters Score -1585742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1585744.250000 Penalty: 4727.542969
	Iteration 52Q: 3 clusters Score -1585744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1585746.375000 Penalty: 4727.542969
	Iteration 53Q: 3 clusters Score -1585746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1585746.375000 Penalty: 4727.542969
	Iteration 54F: 3 clusters Score -1585746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Entering Unmasked Estep 
Score: -1676349.375000 Penalty: 2365.135010
	Iteration 0F: 2 clusters Score -1676349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1666232.125000 Penalty: 4730.270020
	Iteration 0F: 3 clusters Score -1666232 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1669319.875000 Penalty: 4730.270020
	Iteration 1F: 3 clusters Score -1669320 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1669668.375000 Penalty: 4730.270020
	Iteration 2F: 3 clusters Score -1669668 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1669924.875000 Penalty: 4730.270020
	Iteration 3Q: 3 clusters Score -1669925 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1670126.250000 Penalty: 4730.270020
	Iteration 4Q: 3 clusters Score -1670126 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1670270.875000 Penalty: 4730.270020
	Iteration 5Q: 3 clusters Score -1670271 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1670403.125000 Penalty: 4730.270020
	Iteration 6Q: 3 clusters Score -1670403 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1670509.000000 Penalty: 4730.270020
	Iteration 7Q: 3 clusters Score -1670509 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1670644.250000 Penalty: 4730.270020
	Iteration 8Q: 3 clusters Score -1670644 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1670810.750000 Penalty: 4730.270020
	Iteration 9Q: 3 clusters Score -1670811 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1670991.250000 Penalty: 4730.270020
	Iteration 10Q: 3 clusters Score -1670991 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1671197.375000 Penalty: 4730.270020
	Iteration 11Q: 3 clusters Score -1671197 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1671474.875000 Penalty: 4730.270020
	Iteration 12Q: 3 clusters Score -1671475 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1671792.375000 Penalty: 4730.270020
	Iteration 13Q: 3 clusters Score -1671792 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1672169.625000 Penalty: 4730.270020
	Iteration 14Q: 3 clusters Score -1672170 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1672590.000000 Penalty: 4730.270020
	Iteration 15Q: 3 clusters Score -1672590 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1673013.375000 Penalty: 4730.270020
	Iteration 16Q: 3 clusters Score -1673013 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1673398.125000 Penalty: 4730.270020
	Iteration 17Q: 3 clusters Score -1673398 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1673680.375000 Penalty: 4730.270020
	Iteration 18Q: 3 clusters Score -1673680 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -1673860.250000 Penalty: 4730.270020
	Iteration 19Q: 3 clusters Score -1673860 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1673989.500000 Penalty: 4730.270020
	Iteration 20F: 3 clusters Score -1673990 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -1674080.625000 Penalty: 4730.270020
	Iteration 21Q: 3 clusters Score -1674081 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -1674154.875000 Penalty: 4730.270020
	Iteration 22Q: 3 clusters Score -1674155 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -1674216.125000 Penalty: 4730.270020
	Iteration 23Q: 3 clusters Score -1674216 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -1674261.500000 Penalty: 4730.270020
	Iteration 24Q: 3 clusters Score -1674262 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -1674301.000000 Penalty: 4730.270020
	Iteration 25Q: 3 clusters Score -1674301 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -1674321.000000 Penalty: 4730.270020
	Iteration 26Q: 3 clusters Score -1674321 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -1674337.875000 Penalty: 4730.270020
	Iteration 27Q: 3 clusters Score -1674338 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -1674358.000000 Penalty: 4730.270020
	Iteration 28Q: 3 clusters Score -1674358 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -1674375.625000 Penalty: 4730.270020
	Iteration 29Q: 3 clusters Score -1674376 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1674385.500000 Penalty: 4730.270020
	Iteration 30Q: 3 clusters Score -1674386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -1674393.375000 Penalty: 4730.270020
	Iteration 31Q: 3 clusters Score -1674393 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -1674402.750000 Penalty: 4730.270020
	Iteration 32Q: 3 clusters Score -1674403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -1674411.750000 Penalty: 4730.270020
	Iteration 33Q: 3 clusters Score -1674412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1674415.750000 Penalty: 4730.270020
	Iteration 34Q: 3 clusters Score -1674416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -1674420.875000 Penalty: 4730.270020
	Iteration 35Q: 3 clusters Score -1674421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1674423.500000 Penalty: 4730.270020
	Iteration 36Q: 3 clusters Score -1674424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -1674429.000000 Penalty: 4730.270020
	Iteration 37Q: 3 clusters Score -1674429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1674434.875000 Penalty: 4730.270020
	Iteration 38Q: 3 clusters Score -1674435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -1674435.250000 Penalty: 4730.270020
	Iteration 39Q: 3 clusters Score -1674435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -1674438.625000 Penalty: 4730.270020
	Iteration 40F: 3 clusters Score -1674439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -1674437.000000 Penalty: 4730.270020
	Iteration 41Q: 3 clusters Score -1674437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -1674437.625000 Penalty: 4730.270020
	Iteration 42Q: 3 clusters Score -1674438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -1674436.250000 Penalty: 4730.270020
	Iteration 43Q: 3 clusters Score -1674436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -1674436.250000 Penalty: 4730.270020
	Iteration 44F: 3 clusters Score -1674436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Entering Unmasked Estep 
Score: -347188.125000 Penalty: 2009.966553
	Iteration 0F: 2 clusters Score -347188.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -343753.343750 Penalty: 4019.933105
	Iteration 0F: 3 clusters Score -343753.3 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -344611.531250 Penalty: 4019.933105
	Iteration 1F: 3 clusters Score -344611.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -344976.437500 Penalty: 4019.933105
	Iteration 2F: 3 clusters Score -344976.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -345375.687500 Penalty: 4019.933105
	Iteration 3F: 3 clusters Score -345375.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -345790.468750 Penalty: 4019.933105
	Iteration 4F: 3 clusters Score -345790.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -346126.250000 Penalty: 4019.933105
	Iteration 5F: 3 clusters Score -346126.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -346319.187500 Penalty: 4019.933105
	Iteration 6Q: 3 clusters Score -346319.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -346436.187500 Penalty: 4019.933105
	Iteration 7Q: 3 clusters Score -346436.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -346522.343750 Penalty: 4019.933105
	Iteration 8Q: 3 clusters Score -346522.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -346577.500000 Penalty: 4019.933105
	Iteration 9Q: 3 clusters Score -346577.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -346621.281250 Penalty: 4019.933105
	Iteration 10Q: 3 clusters Score -346621.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -346654.218750 Penalty: 4019.933105
	Iteration 11Q: 3 clusters Score -346654.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -346683.562500 Penalty: 4019.933105
	Iteration 12Q: 3 clusters Score -346683.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -346708.125000 Penalty: 4019.933105
	Iteration 13Q: 3 clusters Score -346708.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -346737.968750 Penalty: 4019.933105
	Iteration 14Q: 3 clusters Score -346738 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -346759.875000 Penalty: 4019.933105
	Iteration 15Q: 3 clusters Score -346759.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -346772.718750 Penalty: 4019.933105
	Iteration 16Q: 3 clusters Score -346772.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -346788.250000 Penalty: 4019.933105
	Iteration 17Q: 3 clusters Score -346788.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -346801.156250 Penalty: 4019.933105
	Iteration 18Q: 3 clusters Score -346801.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -346811.281250 Penalty: 4019.933105
	Iteration 19Q: 3 clusters Score -346811.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -346824.750000 Penalty: 4019.933105
	Iteration 20F: 3 clusters Score -346824.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -346834.625000 Penalty: 4019.933105
	Iteration 21Q: 3 clusters Score -346834.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -346841.687500 Penalty: 4019.933105
	Iteration 22Q: 3 clusters Score -346841.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -346847.156250 Penalty: 4019.933105
	Iteration 23Q: 3 clusters Score -346847.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -346852.187500 Penalty: 4019.933105
	Iteration 24Q: 3 clusters Score -346852.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -346855.156250 Penalty: 4019.933105
	Iteration 25Q: 3 clusters Score -346855.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -346855.031250 Penalty: 4019.933105
	Iteration 26Q: 3 clusters Score -346855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -346856.562500 Penalty: 4019.933105
	Iteration 27Q: 3 clusters Score -346856.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -346857.281250 Penalty: 4019.933105
	Iteration 28Q: 3 clusters Score -346857.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -346857.281250 Penalty: 4019.933105
	Iteration 29F: 3 clusters Score -346857.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42495 members 
Entering Unmasked Estep 
Score: -5150699.500000 Penalty: 2642.971191
	Iteration 0F: 2 clusters Score -5150700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -5122137.000000 Penalty: 5285.942383
	Iteration 0F: 3 clusters Score -5122137 nChanged 19479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -5132778.000000 Penalty: 5285.942383
	Iteration 1F: 3 clusters Score -5132778 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -5133971.000000 Penalty: 5285.942383
	Iteration 2F: 3 clusters Score -5133971 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -5135918.500000 Penalty: 5285.942383
	Iteration 3F: 3 clusters Score -5135918 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -5138629.000000 Penalty: 5285.942383
	Iteration 4F: 3 clusters Score -5138629 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 27639 members 
Entering Unmasked Estep 
Score: -5141420.500000 Penalty: 5285.942383
	Iteration 5F: 3 clusters Score -5141420 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 29747 members 
Entering Unmasked Estep 
Score: -5143788.000000 Penalty: 5285.942383
	Iteration 6F: 3 clusters Score -5143788 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 31661 members 
Entering Unmasked Estep 
Score: -5145553.500000 Penalty: 5285.942383
	Iteration 7F: 3 clusters Score -5145554 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 33310 members 
Entering Unmasked Estep 
Score: -5146822.000000 Penalty: 5285.942383
	Iteration 8Q: 3 clusters Score -5146822 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 34628 members 
Entering Unmasked Estep 
Score: -5147733.500000 Penalty: 5285.942383
	Iteration 9Q: 3 clusters Score -5147734 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 35689 members 
Entering Unmasked Estep 
Score: -5148369.000000 Penalty: 5285.942383
	Iteration 10Q: 3 clusters Score -5148369 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 36446 members 
Entering Unmasked Estep 
Score: -5148803.000000 Penalty: 5285.942383
	Iteration 11Q: 3 clusters Score -5148803 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 37011 members 
Entering Unmasked Estep 
Score: -5149087.000000 Penalty: 5285.942383
	Iteration 12Q: 3 clusters Score -5149087 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 37444 members 
Entering Unmasked Estep 
Score: -5149276.000000 Penalty: 5285.942383
	Iteration 13Q: 3 clusters Score -5149276 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 37783 members 
Entering Unmasked Estep 
Score: -5149428.500000 Penalty: 5285.942383
	Iteration 14Q: 3 clusters Score -5149428 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 38062 members 
Entering Unmasked Estep 
Score: -5149551.500000 Penalty: 5285.942383
	Iteration 15Q: 3 clusters Score -5149552 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 38328 members 
Entering Unmasked Estep 
Score: -5149637.000000 Penalty: 5285.942383
	Iteration 16Q: 3 clusters Score -5149637 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 38547 members 
Entering Unmasked Estep 
Score: -5149731.500000 Penalty: 5285.942383
	Iteration 17Q: 3 clusters Score -5149732 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -5149809.000000 Penalty: 5285.942383
	Iteration 18Q: 3 clusters Score -5149809 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 38888 members 
Entering Unmasked Estep 
Score: -5149832.000000 Penalty: 5285.942383
	Iteration 19Q: 3 clusters Score -5149832 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 39012 members 
Entering Unmasked Estep 
Score: -5149883.000000 Penalty: 5285.942383
	Iteration 20F: 3 clusters Score -5149883 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 39129 members 
Entering Unmasked Estep 
Score: -5149938.000000 Penalty: 5285.942383
	Iteration 21Q: 3 clusters Score -5149938 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -5149967.000000 Penalty: 5285.942383
	Iteration 22Q: 3 clusters Score -5149967 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 39352 members 
Entering Unmasked Estep 
Score: -5150009.000000 Penalty: 5285.942383
	Iteration 23Q: 3 clusters Score -5150009 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 39460 members 
Entering Unmasked Estep 
Score: -5150065.500000 Penalty: 5285.942383
	Iteration 24Q: 3 clusters Score -5150066 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 39550 members 
Entering Unmasked Estep 
Score: -5150110.000000 Penalty: 5285.942383
	Iteration 25Q: 3 clusters Score -5150110 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 39633 members 
Entering Unmasked Estep 
Score: -5150145.000000 Penalty: 5285.942383
	Iteration 26Q: 3 clusters Score -5150145 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 39712 members 
Entering Unmasked Estep 
Score: -5150173.000000 Penalty: 5285.942383
	Iteration 27Q: 3 clusters Score -5150173 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 39768 members 
Entering Unmasked Estep 
Score: -5150204.000000 Penalty: 5285.942383
	Iteration 28Q: 3 clusters Score -5150204 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 39814 members 
Entering Unmasked Estep 
Score: -5150231.500000 Penalty: 5285.942383
	Iteration 29Q: 3 clusters Score -5150232 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 39861 members 
Entering Unmasked Estep 
Score: -5150265.000000 Penalty: 5285.942383
	Iteration 30Q: 3 clusters Score -5150265 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 39908 members 
Entering Unmasked Estep 
Score: -5150307.000000 Penalty: 5285.942383
	Iteration 31Q: 3 clusters Score -5150307 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 39951 members 
Entering Unmasked Estep 
Score: -5150342.000000 Penalty: 5285.942383
	Iteration 32Q: 3 clusters Score -5150342 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 39985 members 
Entering Unmasked Estep 
Score: -5150360.500000 Penalty: 5285.942383
	Iteration 33Q: 3 clusters Score -5150360 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 40015 members 
Entering Unmasked Estep 
Score: -5150367.500000 Penalty: 5285.942383
	Iteration 34Q: 3 clusters Score -5150368 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 40035 members 
Entering Unmasked Estep 
Score: -5150378.500000 Penalty: 5285.942383
	Iteration 35Q: 3 clusters Score -5150378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 40044 members 
Entering Unmasked Estep 
Score: -5150383.500000 Penalty: 5285.942383
	Iteration 36Q: 3 clusters Score -5150384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 40056 members 
Entering Unmasked Estep 
Score: -5150400.500000 Penalty: 5285.942383
	Iteration 37Q: 3 clusters Score -5150400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 40059 members 
Entering Unmasked Estep 
Score: -5150398.000000 Penalty: 5285.942383
	Iteration 38Q: 3 clusters Score -5150398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -5150405.000000 Penalty: 5285.942383
	Iteration 39Q: 3 clusters Score -5150405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 40074 members 
Entering Unmasked Estep 
Score: -5150405.500000 Penalty: 5285.942383
	Iteration 40F: 3 clusters Score -5150406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 40078 members 
Entering Unmasked Estep 
Score: -5150412.500000 Penalty: 5285.942383
	Iteration 41Q: 3 clusters Score -5150412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 40081 members 
Entering Unmasked Estep 
Score: -5150410.000000 Penalty: 5285.942383
	Iteration 42Q: 3 clusters Score -5150410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 40082 members 
Entering Unmasked Estep 
Score: -5150413.500000 Penalty: 5285.942383
	Iteration 43Q: 3 clusters Score -5150414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 40084 members 
Entering Unmasked Estep 
Score: -5150418.000000 Penalty: 5285.942383
	Iteration 44Q: 3 clusters Score -5150418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
Score: -5150414.000000 Penalty: 5285.942383
	Iteration 45Q: 3 clusters Score -5150414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 40089 members 
Entering Unmasked Estep 
Score: -5150419.500000 Penalty: 5285.942383
	Iteration 46Q: 3 clusters Score -5150420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 40094 members 
Entering Unmasked Estep 
Score: -5150416.500000 Penalty: 5285.942383
	Iteration 47Q: 3 clusters Score -5150416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 40104 members 
Entering Unmasked Estep 
Score: -5150412.500000 Penalty: 5285.942383
	Iteration 48Q: 3 clusters Score -5150412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 40111 members 
Entering Unmasked Estep 
Score: -5150414.500000 Penalty: 5285.942383
	Iteration 49Q: 3 clusters Score -5150414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 40118 members 
Entering Unmasked Estep 
Score: -5150416.500000 Penalty: 5285.942383
	Iteration 50Q: 3 clusters Score -5150416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 40121 members 
Entering Unmasked Estep 
Score: -5150416.000000 Penalty: 5285.942383
	Iteration 51Q: 3 clusters Score -5150416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 40121 members 
Entering Unmasked Estep 
Score: -5150416.000000 Penalty: 5285.942383
	Iteration 52F: 3 clusters Score -5150416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Entering Unmasked Estep 
Score: -721713.500000 Penalty: 2154.778320
	Iteration 0F: 2 clusters Score -721713.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -716601.125000 Penalty: 4309.556641
	Iteration 0F: 3 clusters Score -716601.1 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -717890.375000 Penalty: 4309.556641
	Iteration 1F: 3 clusters Score -717890.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -718126.125000 Penalty: 4309.556641
	Iteration 2F: 3 clusters Score -718126.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -718300.562500 Penalty: 4309.556641
	Iteration 3Q: 3 clusters Score -718300.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -718462.750000 Penalty: 4309.556641
	Iteration 4Q: 3 clusters Score -718462.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -718634.187500 Penalty: 4309.556641
	Iteration 5Q: 3 clusters Score -718634.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -718850.062500 Penalty: 4309.556641
	Iteration 6Q: 3 clusters Score -718850.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -719200.687500 Penalty: 4309.556641
	Iteration 7F: 3 clusters Score -719200.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -719633.312500 Penalty: 4309.556641
	Iteration 8F: 3 clusters Score -719633.3 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -719991.500000 Penalty: 4309.556641
	Iteration 9F: 3 clusters Score -719991.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -720245.875000 Penalty: 4309.556641
	Iteration 10F: 3 clusters Score -720245.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -720438.125000 Penalty: 4309.556641
	Iteration 11Q: 3 clusters Score -720438.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -720553.000000 Penalty: 4309.556641
	Iteration 12Q: 3 clusters Score -720553 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -720652.375000 Penalty: 4309.556641
	Iteration 13Q: 3 clusters Score -720652.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -720723.437500 Penalty: 4309.556641
	Iteration 14Q: 3 clusters Score -720723.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -720784.500000 Penalty: 4309.556641
	Iteration 15Q: 3 clusters Score -720784.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -720841.437500 Penalty: 4309.556641
	Iteration 16Q: 3 clusters Score -720841.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -720889.000000 Penalty: 4309.556641
	Iteration 17Q: 3 clusters Score -720889 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -720928.750000 Penalty: 4309.556641
	Iteration 18Q: 3 clusters Score -720928.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -720953.875000 Penalty: 4309.556641
	Iteration 19Q: 3 clusters Score -720953.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -720973.312500 Penalty: 4309.556641
	Iteration 20F: 3 clusters Score -720973.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -720991.437500 Penalty: 4309.556641
	Iteration 21Q: 3 clusters Score -720991.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -721005.687500 Penalty: 4309.556641
	Iteration 22Q: 3 clusters Score -721005.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -721011.625000 Penalty: 4309.556641
	Iteration 23Q: 3 clusters Score -721011.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -721015.062500 Penalty: 4309.556641
	Iteration 24Q: 3 clusters Score -721015.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -721016.812500 Penalty: 4309.556641
	Iteration 25Q: 3 clusters Score -721016.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -721018.187500 Penalty: 4309.556641
	Iteration 26Q: 3 clusters Score -721018.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -721020.437500 Penalty: 4309.556641
	Iteration 27Q: 3 clusters Score -721020.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -721021.875000 Penalty: 4309.556641
	Iteration 28Q: 3 clusters Score -721021.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -721023.187500 Penalty: 4309.556641
	Iteration 29Q: 3 clusters Score -721023.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -721027.562500 Penalty: 4309.556641
	Iteration 30Q: 3 clusters Score -721027.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -721030.750000 Penalty: 4309.556641
	Iteration 31Q: 3 clusters Score -721030.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -721033.500000 Penalty: 4309.556641
	Iteration 32Q: 3 clusters Score -721033.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -721035.125000 Penalty: 4309.556641
	Iteration 33Q: 3 clusters Score -721035.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -721035.562500 Penalty: 4309.556641
	Iteration 34Q: 3 clusters Score -721035.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -721036.625000 Penalty: 4309.556641
	Iteration 35Q: 3 clusters Score -721036.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -721037.375000 Penalty: 4309.556641
	Iteration 36Q: 3 clusters Score -721037.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -721037.375000 Penalty: 4309.556641
	Iteration 37F: 3 clusters Score -721037.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Entering Unmasked Estep 
Score: -503112.937500 Penalty: 2093.518555
	Iteration 0F: 2 clusters Score -503112.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -498849.656250 Penalty: 4187.037109
	Iteration 0F: 3 clusters Score -498849.7 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -500242.406250 Penalty: 4187.037109
	Iteration 1F: 3 clusters Score -500242.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -500890.218750 Penalty: 4187.037109
	Iteration 2F: 3 clusters Score -500890.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -501473.125000 Penalty: 4187.037109
	Iteration 3F: 3 clusters Score -501473.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -501871.781250 Penalty: 4187.037109
	Iteration 4F: 3 clusters Score -501871.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -502134.593750 Penalty: 4187.037109
	Iteration 5F: 3 clusters Score -502134.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -502291.062500 Penalty: 4187.037109
	Iteration 6Q: 3 clusters Score -502291.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -502397.156250 Penalty: 4187.037109
	Iteration 7Q: 3 clusters Score -502397.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -502476.968750 Penalty: 4187.037109
	Iteration 8Q: 3 clusters Score -502477 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -502543.250000 Penalty: 4187.037109
	Iteration 9Q: 3 clusters Score -502543.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -502593.625000 Penalty: 4187.037109
	Iteration 10Q: 3 clusters Score -502593.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -502641.781250 Penalty: 4187.037109
	Iteration 11Q: 3 clusters Score -502641.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -502685.468750 Penalty: 4187.037109
	Iteration 12Q: 3 clusters Score -502685.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -502709.687500 Penalty: 4187.037109
	Iteration 13Q: 3 clusters Score -502709.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -502726.093750 Penalty: 4187.037109
	Iteration 14Q: 3 clusters Score -502726.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -502733.562500 Penalty: 4187.037109
	Iteration 15Q: 3 clusters Score -502733.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -502737.593750 Penalty: 4187.037109
	Iteration 16Q: 3 clusters Score -502737.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -502739.468750 Penalty: 4187.037109
	Iteration 17Q: 3 clusters Score -502739.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -502742.343750 Penalty: 4187.037109
	Iteration 18Q: 3 clusters Score -502742.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -502742.468750 Penalty: 4187.037109
	Iteration 19Q: 3 clusters Score -502742.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -502744.062500 Penalty: 4187.037109
	Iteration 20F: 3 clusters Score -502744.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (195862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195862 members 
Entering Unmasked Estep 
Score: -23399164.000000 Penalty: 3021.920898
	Iteration 0F: 2 clusters Score -2.339916e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98016 members 
Mstep: Class 2 contains 97846 members 
Entering Unmasked Estep 
Score: -23268686.000000 Penalty: 6043.841797
	Iteration 0F: 3 clusters Score -2.326869e+07 nChanged 93966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100014 members 
Mstep: Class 2 contains 95848 members 
Entering Unmasked Estep 
Score: -23323444.000000 Penalty: 6043.841797
	Iteration 1F: 3 clusters Score -2.332344e+07 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100934 members 
Mstep: Class 2 contains 94928 members 
Entering Unmasked Estep 
Score: -23324274.000000 Penalty: 6043.841797
	Iteration 2Q: 3 clusters Score -2.332427e+07 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102289 members 
Mstep: Class 2 contains 93573 members 
Entering Unmasked Estep 
Score: -23325416.000000 Penalty: 6043.841797
	Iteration 3Q: 3 clusters Score -2.332542e+07 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104350 members 
Mstep: Class 2 contains 91512 members 
Entering Unmasked Estep 
Score: -23326780.000000 Penalty: 6043.841797
	Iteration 4Q: 3 clusters Score -2.332678e+07 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107470 members 
Mstep: Class 2 contains 88392 members 
Entering Unmasked Estep 
Score: -23328836.000000 Penalty: 6043.841797
	Iteration 5Q: 3 clusters Score -2.332884e+07 nChanged 7357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112093 members 
Mstep: Class 2 contains 83769 members 
Entering Unmasked Estep 
Score: -23331842.000000 Penalty: 6043.841797
	Iteration 6Q: 3 clusters Score -2.333184e+07 nChanged 9033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118714 members 
Mstep: Class 2 contains 77148 members 
Entering Unmasked Estep 
Score: -23336658.000000 Penalty: 6043.841797
	Iteration 7Q: 3 clusters Score -2.333666e+07 nChanged 10904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127422 members 
Mstep: Class 2 contains 68440 members 
Entering Unmasked Estep 
Score: -23343558.000000 Penalty: 6043.841797
	Iteration 8F: 3 clusters Score -2.334356e+07 nChanged 12076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137578 members 
Mstep: Class 2 contains 58284 members 
Entering Unmasked Estep 
Score: -23352612.000000 Penalty: 6043.841797
	Iteration 9F: 3 clusters Score -2.335261e+07 nChanged 12036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148050 members 
Mstep: Class 2 contains 47812 members 
Entering Unmasked Estep 
Score: -23362044.000000 Penalty: 6043.841797
	Iteration 10F: 3 clusters Score -2.336204e+07 nChanged 10474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157242 members 
Mstep: Class 2 contains 38620 members 
Entering Unmasked Estep 
Score: -23369982.000000 Penalty: 6043.841797
	Iteration 11F: 3 clusters Score -2.336998e+07 nChanged 8455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164821 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -23375824.000000 Penalty: 6043.841797
	Iteration 12Q: 3 clusters Score -2.337582e+07 nChanged 6690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171151 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -23380372.000000 Penalty: 6043.841797
	Iteration 13Q: 3 clusters Score -2.338037e+07 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176529 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -23384086.000000 Penalty: 6043.841797
	Iteration 14Q: 3 clusters Score -2.338409e+07 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181323 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -23387352.000000 Penalty: 6043.841797
	Iteration 15Q: 3 clusters Score -2.338735e+07 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185304 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -23389936.000000 Penalty: 6043.841797
	Iteration 16Q: 3 clusters Score -2.338994e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188475 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -23392276.000000 Penalty: 6043.841797
	Iteration 17Q: 3 clusters Score -2.339228e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190848 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -23393962.000000 Penalty: 6043.841797
	Iteration 18Q: 3 clusters Score -2.339396e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192429 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -23395092.000000 Penalty: 6043.841797
	Iteration 19Q: 3 clusters Score -2.339509e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193431 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -23395754.000000 Penalty: 6043.841797
	Iteration 20F: 3 clusters Score -2.339575e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194078 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -23396148.000000 Penalty: 6043.841797
	Iteration 21Q: 3 clusters Score -2.339615e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194444 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -23396372.000000 Penalty: 6043.841797
	Iteration 22Q: 3 clusters Score -2.339637e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194672 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -23396482.000000 Penalty: 6043.841797
	Iteration 23Q: 3 clusters Score -2.339648e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194803 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -23396536.000000 Penalty: 6043.841797
	Iteration 24Q: 3 clusters Score -2.339654e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194884 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -23396586.000000 Penalty: 6043.841797
	Iteration 25Q: 3 clusters Score -2.339659e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194945 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -23396640.000000 Penalty: 6043.841797
	Iteration 26Q: 3 clusters Score -2.339664e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194987 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -23396658.000000 Penalty: 6043.841797
	Iteration 27Q: 3 clusters Score -2.339666e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195018 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -23396672.000000 Penalty: 6043.841797
	Iteration 28Q: 3 clusters Score -2.339667e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195042 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -23396676.000000 Penalty: 6043.841797
	Iteration 29Q: 3 clusters Score -2.339668e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195056 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -23396692.000000 Penalty: 6043.841797
	Iteration 30Q: 3 clusters Score -2.339669e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195070 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -23396686.000000 Penalty: 6043.841797
	Iteration 31Q: 3 clusters Score -2.339669e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195081 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -23396706.000000 Penalty: 6043.841797
	Iteration 32Q: 3 clusters Score -2.339671e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195089 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -23396698.000000 Penalty: 6043.841797
	Iteration 33Q: 3 clusters Score -2.33967e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195098 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -23396706.000000 Penalty: 6043.841797
	Iteration 34Q: 3 clusters Score -2.339671e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195105 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -23396716.000000 Penalty: 6043.841797
	Iteration 35Q: 3 clusters Score -2.339672e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195110 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -23396712.000000 Penalty: 6043.841797
	Iteration 36Q: 3 clusters Score -2.339671e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195119 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -23396718.000000 Penalty: 6043.841797
	Iteration 37Q: 3 clusters Score -2.339672e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195125 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -23396730.000000 Penalty: 6043.841797
	Iteration 38Q: 3 clusters Score -2.339673e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195132 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -23396736.000000 Penalty: 6043.841797
	Iteration 39Q: 3 clusters Score -2.339674e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195138 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -23396754.000000 Penalty: 6043.841797
	Iteration 40F: 3 clusters Score -2.339675e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195149 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -23396758.000000 Penalty: 6043.841797
	Iteration 41Q: 3 clusters Score -2.339676e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195156 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -23396798.000000 Penalty: 6043.841797
	Iteration 42Q: 3 clusters Score -2.33968e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195165 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -23396802.000000 Penalty: 6043.841797
	Iteration 43Q: 3 clusters Score -2.33968e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195174 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -23396778.000000 Penalty: 6043.841797
	Iteration 44Q: 3 clusters Score -2.339678e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195181 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -23396798.000000 Penalty: 6043.841797
	Iteration 45Q: 3 clusters Score -2.33968e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195188 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -23396798.000000 Penalty: 6043.841797
	Iteration 46Q: 3 clusters Score -2.33968e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195192 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -23396814.000000 Penalty: 6043.841797
	Iteration 47Q: 3 clusters Score -2.339681e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195192 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -23396804.000000 Penalty: 6043.841797
	Iteration 48Q: 3 clusters Score -2.33968e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195195 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -23396802.000000 Penalty: 6043.841797
	Iteration 49Q: 3 clusters Score -2.33968e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195197 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -23396806.000000 Penalty: 6043.841797
	Iteration 50Q: 3 clusters Score -2.339681e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195194 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -23396804.000000 Penalty: 6043.841797
	Iteration 51Q: 3 clusters Score -2.33968e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195194 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -23396802.000000 Penalty: 6043.841797
	Iteration 52Q: 3 clusters Score -2.33968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195194 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -23396806.000000 Penalty: 6043.841797
	Iteration 53Q: 3 clusters Score -2.339681e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195193 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -23396802.000000 Penalty: 6043.841797
	Iteration 54Q: 3 clusters Score -2.33968e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195194 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -23396806.000000 Penalty: 6043.841797
	Iteration 55Q: 3 clusters Score -2.339681e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195196 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -23396818.000000 Penalty: 6043.841797
	Iteration 56Q: 3 clusters Score -2.339682e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195201 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -23396822.000000 Penalty: 6043.841797
	Iteration 57Q: 3 clusters Score -2.339682e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195203 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -23396820.000000 Penalty: 6043.841797
	Iteration 58Q: 3 clusters Score -2.339682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195204 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -23396826.000000 Penalty: 6043.841797
	Iteration 59Q: 3 clusters Score -2.339683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195204 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -23396808.000000 Penalty: 6043.841797
	Iteration 60F: 3 clusters Score -2.339681e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195204 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -23396814.000000 Penalty: 6043.841797
	Iteration 61Q: 3 clusters Score -2.339681e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195205 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -23396814.000000 Penalty: 6043.841797
	Iteration 62Q: 3 clusters Score -2.339681e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195205 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -23396814.000000 Penalty: 6043.841797
	Iteration 63F: 3 clusters Score -2.339681e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Entering Unmasked Estep 
Score: -84176.406250 Penalty: 1659.328857
	Iteration 0F: 2 clusters Score -84176.41 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 419 members 
Entering Unmasked Estep 
Score: -82459.523438 Penalty: 3318.657715
	Iteration 0F: 3 clusters Score -82459.52 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -82802.812500 Penalty: 3318.657715
	Iteration 1F: 3 clusters Score -82802.81 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -82994.421875 Penalty: 3318.657715
	Iteration 2F: 3 clusters Score -82994.42 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -83119.945312 Penalty: 3318.657715
	Iteration 3F: 3 clusters Score -83119.95 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -83245.968750 Penalty: 3318.657715
	Iteration 4Q: 3 clusters Score -83245.97 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -83439.304688 Penalty: 3318.657715
	Iteration 5Q: 3 clusters Score -83439.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -83704.632812 Penalty: 3318.657715
	Iteration 6Q: 3 clusters Score -83704.63 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -83864.000000 Penalty: 3318.657715
	Iteration 7Q: 3 clusters Score -83864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -83908.835938 Penalty: 3318.657715
	Iteration 8Q: 3 clusters Score -83908.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -83929.148438 Penalty: 3318.657715
	Iteration 9Q: 3 clusters Score -83929.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -83944.046875 Penalty: 3318.657715
	Iteration 10Q: 3 clusters Score -83944.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -83957.742188 Penalty: 3318.657715
	Iteration 11Q: 3 clusters Score -83957.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -83970.515625 Penalty: 3318.657715
	Iteration 12Q: 3 clusters Score -83970.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -83982.203125 Penalty: 3318.657715
	Iteration 13Q: 3 clusters Score -83982.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -84004.828125 Penalty: 3318.657715
	Iteration 14Q: 3 clusters Score -84004.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -84021.164062 Penalty: 3318.657715
	Iteration 15Q: 3 clusters Score -84021.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -84030.812500 Penalty: 3318.657715
	Iteration 16Q: 3 clusters Score -84030.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -84030.812500 Penalty: 3318.657715
	Iteration 17F: 3 clusters Score -84030.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (28510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Entering Unmasked Estep 
Score: -3474232.750000 Penalty: 2543.986572
	Iteration 0F: 2 clusters Score -3474233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -3454666.000000 Penalty: 5087.973145
	Iteration 0F: 3 clusters Score -3454666 nChanged 12869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -3461919.750000 Penalty: 5087.973145
	Iteration 1F: 3 clusters Score -3461920 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -3462671.500000 Penalty: 5087.973145
	Iteration 2F: 3 clusters Score -3462672 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -3463608.750000 Penalty: 5087.973145
	Iteration 3F: 3 clusters Score -3463609 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -3464876.000000 Penalty: 5087.973145
	Iteration 4F: 3 clusters Score -3464876 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -3466718.250000 Penalty: 5087.973145
	Iteration 5F: 3 clusters Score -3466718 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -3468956.750000 Penalty: 5087.973145
	Iteration 6F: 3 clusters Score -3468957 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -3470813.000000 Penalty: 5087.973145
	Iteration 7F: 3 clusters Score -3470813 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -3472045.500000 Penalty: 5087.973145
	Iteration 8F: 3 clusters Score -3472046 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -3472759.500000 Penalty: 5087.973145
	Iteration 9Q: 3 clusters Score -3472760 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -3473169.500000 Penalty: 5087.973145
	Iteration 10Q: 3 clusters Score -3473170 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -3473401.250000 Penalty: 5087.973145
	Iteration 11Q: 3 clusters Score -3473401 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -3473520.000000 Penalty: 5087.973145
	Iteration 12Q: 3 clusters Score -3473520 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -3473588.500000 Penalty: 5087.973145
	Iteration 13Q: 3 clusters Score -3473588 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3473620.250000 Penalty: 5087.973145
	Iteration 14Q: 3 clusters Score -3473620 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -3473658.000000 Penalty: 5087.973145
	Iteration 15Q: 3 clusters Score -3473658 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3473673.750000 Penalty: 5087.973145
	Iteration 16Q: 3 clusters Score -3473674 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -3473692.750000 Penalty: 5087.973145
	Iteration 17Q: 3 clusters Score -3473693 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3473703.750000 Penalty: 5087.973145
	Iteration 18Q: 3 clusters Score -3473704 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -3473712.250000 Penalty: 5087.973145
	Iteration 19Q: 3 clusters Score -3473712 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3473720.500000 Penalty: 5087.973145
	Iteration 20F: 3 clusters Score -3473720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3473730.250000 Penalty: 5087.973145
	Iteration 21Q: 3 clusters Score -3473730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3473732.750000 Penalty: 5087.973145
	Iteration 22Q: 3 clusters Score -3473733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3473739.500000 Penalty: 5087.973145
	Iteration 23Q: 3 clusters Score -3473740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3473749.250000 Penalty: 5087.973145
	Iteration 24Q: 3 clusters Score -3473749 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -3473753.250000 Penalty: 5087.973145
	Iteration 25Q: 3 clusters Score -3473753 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -3473751.750000 Penalty: 5087.973145
	Iteration 26Q: 3 clusters Score -3473752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3473770.500000 Penalty: 5087.973145
	Iteration 27Q: 3 clusters Score -3473770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3473769.250000 Penalty: 5087.973145
	Iteration 28Q: 3 clusters Score -3473769 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3473771.250000 Penalty: 5087.973145
	Iteration 29Q: 3 clusters Score -3473771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3473776.250000 Penalty: 5087.973145
	Iteration 30Q: 3 clusters Score -3473776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3473774.500000 Penalty: 5087.973145
	Iteration 31Q: 3 clusters Score -3473774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3473778.250000 Penalty: 5087.973145
	Iteration 32Q: 3 clusters Score -3473778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3473777.750000 Penalty: 5087.973145
	Iteration 33Q: 3 clusters Score -3473778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3473778.000000 Penalty: 5087.973145
	Iteration 34Q: 3 clusters Score -3473778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3473778.500000 Penalty: 5087.973145
	Iteration 35Q: 3 clusters Score -3473778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3473778.500000 Penalty: 5087.973145
	Iteration 36F: 3 clusters Score -3473778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Entering Unmasked Estep 
Score: -2035879.000000 Penalty: 2417.127686
	Iteration 0F: 2 clusters Score -2035879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -2023778.250000 Penalty: 4834.255371
	Iteration 0F: 3 clusters Score -2023778 nChanged 7411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -2027695.125000 Penalty: 4834.255371
	Iteration 1F: 3 clusters Score -2027695 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -2028099.750000 Penalty: 4834.255371
	Iteration 2F: 3 clusters Score -2028100 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -2028445.000000 Penalty: 4834.255371
	Iteration 3Q: 3 clusters Score -2028445 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -2028803.125000 Penalty: 4834.255371
	Iteration 4Q: 3 clusters Score -2028803 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -2029213.375000 Penalty: 4834.255371
	Iteration 5Q: 3 clusters Score -2029213 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -2029688.125000 Penalty: 4834.255371
	Iteration 6Q: 3 clusters Score -2029688 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -2030327.875000 Penalty: 4834.255371
	Iteration 7F: 3 clusters Score -2030328 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2030963.000000 Penalty: 4834.255371
	Iteration 8F: 3 clusters Score -2030963 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -2031555.875000 Penalty: 4834.255371
	Iteration 9F: 3 clusters Score -2031556 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -2032165.625000 Penalty: 4834.255371
	Iteration 10F: 3 clusters Score -2032166 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -2032738.875000 Penalty: 4834.255371
	Iteration 11Q: 3 clusters Score -2032739 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -2033237.750000 Penalty: 4834.255371
	Iteration 12Q: 3 clusters Score -2033238 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -2033693.875000 Penalty: 4834.255371
	Iteration 13Q: 3 clusters Score -2033694 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -2034075.125000 Penalty: 4834.255371
	Iteration 14Q: 3 clusters Score -2034075 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -2034352.000000 Penalty: 4834.255371
	Iteration 15Q: 3 clusters Score -2034352 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -2034518.500000 Penalty: 4834.255371
	Iteration 16Q: 3 clusters Score -2034518 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -2034600.125000 Penalty: 4834.255371
	Iteration 17Q: 3 clusters Score -2034600 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -2034638.000000 Penalty: 4834.255371
	Iteration 18Q: 3 clusters Score -2034638 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -2034642.625000 Penalty: 4834.255371
	Iteration 19Q: 3 clusters Score -2034643 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -2034649.250000 Penalty: 4834.255371
	Iteration 20F: 3 clusters Score -2034649 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -2034661.750000 Penalty: 4834.255371
	Iteration 21Q: 3 clusters Score -2034662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -2034660.750000 Penalty: 4834.255371
	Iteration 22Q: 3 clusters Score -2034661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -2034656.250000 Penalty: 4834.255371
	Iteration 23Q: 3 clusters Score -2034656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -2034660.750000 Penalty: 4834.255371
	Iteration 24Q: 3 clusters Score -2034661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -2034659.125000 Penalty: 4834.255371
	Iteration 25Q: 3 clusters Score -2034659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -2034662.375000 Penalty: 4834.255371
	Iteration 26Q: 3 clusters Score -2034662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -2034663.375000 Penalty: 4834.255371
	Iteration 27Q: 3 clusters Score -2034663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -2034666.500000 Penalty: 4834.255371
	Iteration 28Q: 3 clusters Score -2034666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -2034663.375000 Penalty: 4834.255371
	Iteration 29Q: 3 clusters Score -2034663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -2034660.750000 Penalty: 4834.255371
	Iteration 30Q: 3 clusters Score -2034661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -2034660.750000 Penalty: 4834.255371
	Iteration 31F: 3 clusters Score -2034661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Entering Unmasked Estep 
Score: -2024056.125000 Penalty: 2412.011963
	Iteration 0F: 2 clusters Score -2024056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -2011991.875000 Penalty: 4824.023926
	Iteration 0F: 3 clusters Score -2011992 nChanged 7372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -2016091.000000 Penalty: 4824.023926
	Iteration 1F: 3 clusters Score -2016091 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -2016528.375000 Penalty: 4824.023926
	Iteration 2F: 3 clusters Score -2016528 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -2016918.625000 Penalty: 4824.023926
	Iteration 3F: 3 clusters Score -2016919 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -2017330.625000 Penalty: 4824.023926
	Iteration 4F: 3 clusters Score -2017331 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -2017759.375000 Penalty: 4824.023926
	Iteration 5F: 3 clusters Score -2017759 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -2018185.750000 Penalty: 4824.023926
	Iteration 6Q: 3 clusters Score -2018186 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -2018623.625000 Penalty: 4824.023926
	Iteration 7Q: 3 clusters Score -2018624 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -2019040.625000 Penalty: 4824.023926
	Iteration 8Q: 3 clusters Score -2019041 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -2019481.500000 Penalty: 4824.023926
	Iteration 9Q: 3 clusters Score -2019482 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -2019899.750000 Penalty: 4824.023926
	Iteration 10Q: 3 clusters Score -2019900 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -2020264.125000 Penalty: 4824.023926
	Iteration 11Q: 3 clusters Score -2020264 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -2020591.750000 Penalty: 4824.023926
	Iteration 12Q: 3 clusters Score -2020592 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -2020859.375000 Penalty: 4824.023926
	Iteration 13Q: 3 clusters Score -2020859 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -2021085.875000 Penalty: 4824.023926
	Iteration 14Q: 3 clusters Score -2021086 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -2021283.250000 Penalty: 4824.023926
	Iteration 15Q: 3 clusters Score -2021283 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -2021472.000000 Penalty: 4824.023926
	Iteration 16Q: 3 clusters Score -2021472 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -2021626.750000 Penalty: 4824.023926
	Iteration 17Q: 3 clusters Score -2021627 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -2021761.500000 Penalty: 4824.023926
	Iteration 18Q: 3 clusters Score -2021762 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -2021891.250000 Penalty: 4824.023926
	Iteration 19Q: 3 clusters Score -2021891 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -2022002.625000 Penalty: 4824.023926
	Iteration 20F: 3 clusters Score -2022003 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -2022073.125000 Penalty: 4824.023926
	Iteration 21Q: 3 clusters Score -2022073 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -2022144.125000 Penalty: 4824.023926
	Iteration 22Q: 3 clusters Score -2022144 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -2022181.500000 Penalty: 4824.023926
	Iteration 23Q: 3 clusters Score -2022182 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -2022210.875000 Penalty: 4824.023926
	Iteration 24Q: 3 clusters Score -2022211 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -2022235.625000 Penalty: 4824.023926
	Iteration 25Q: 3 clusters Score -2022236 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -2022250.500000 Penalty: 4824.023926
	Iteration 26Q: 3 clusters Score -2022250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -2022255.500000 Penalty: 4824.023926
	Iteration 27Q: 3 clusters Score -2022256 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -2022266.500000 Penalty: 4824.023926
	Iteration 28Q: 3 clusters Score -2022266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -2022276.875000 Penalty: 4824.023926
	Iteration 29Q: 3 clusters Score -2022277 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -2022280.750000 Penalty: 4824.023926
	Iteration 30Q: 3 clusters Score -2022281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -2022284.375000 Penalty: 4824.023926
	Iteration 31Q: 3 clusters Score -2022284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -2022284.500000 Penalty: 4824.023926
	Iteration 32Q: 3 clusters Score -2022284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -2022282.625000 Penalty: 4824.023926
	Iteration 33Q: 3 clusters Score -2022283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -2022284.500000 Penalty: 4824.023926
	Iteration 34Q: 3 clusters Score -2022284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -2022288.000000 Penalty: 4824.023926
	Iteration 35Q: 3 clusters Score -2022288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -2022288.125000 Penalty: 4824.023926
	Iteration 36Q: 3 clusters Score -2022288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -2022286.125000 Penalty: 4824.023926
	Iteration 37Q: 3 clusters Score -2022286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -2022288.875000 Penalty: 4824.023926
	Iteration 38Q: 3 clusters Score -2022289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -2022288.875000 Penalty: 4824.023926
	Iteration 39F: 3 clusters Score -2022289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (56082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56082 members 
Entering Unmasked Estep 
Score: -6835930.000000 Penalty: 2711.773438
	Iteration 0F: 2 clusters Score -6835930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 27896 members 
Entering Unmasked Estep 
Score: -6798293.000000 Penalty: 5423.546875
	Iteration 0F: 3 clusters Score -6798293 nChanged 25950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -6812990.000000 Penalty: 5423.546875
	Iteration 1F: 3 clusters Score -6812990 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -6813785.000000 Penalty: 5423.546875
	Iteration 2Q: 3 clusters Score -6813785 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31786 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -6814894.500000 Penalty: 5423.546875
	Iteration 3Q: 3 clusters Score -6814894 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33876 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -6816469.500000 Penalty: 5423.546875
	Iteration 4F: 3 clusters Score -6816470 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -6818764.500000 Penalty: 5423.546875
	Iteration 5F: 3 clusters Score -6818764 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -6822067.000000 Penalty: 5423.546875
	Iteration 6F: 3 clusters Score -6822067 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44075 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -6825613.500000 Penalty: 5423.546875
	Iteration 7F: 3 clusters Score -6825614 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47270 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -6828632.500000 Penalty: 5423.546875
	Iteration 8F: 3 clusters Score -6828632 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49632 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -6830906.000000 Penalty: 5423.546875
	Iteration 9Q: 3 clusters Score -6830906 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51058 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -6832218.500000 Penalty: 5423.546875
	Iteration 10Q: 3 clusters Score -6832218 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51903 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -6832867.000000 Penalty: 5423.546875
	Iteration 11Q: 3 clusters Score -6832867 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52463 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -6833270.500000 Penalty: 5423.546875
	Iteration 12Q: 3 clusters Score -6833270 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52851 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -6833513.000000 Penalty: 5423.546875
	Iteration 13Q: 3 clusters Score -6833513 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53157 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -6833683.000000 Penalty: 5423.546875
	Iteration 14Q: 3 clusters Score -6833683 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53387 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -6833780.000000 Penalty: 5423.546875
	Iteration 15Q: 3 clusters Score -6833780 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53560 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -6833872.000000 Penalty: 5423.546875
	Iteration 16Q: 3 clusters Score -6833872 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53691 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -6833932.500000 Penalty: 5423.546875
	Iteration 17Q: 3 clusters Score -6833932 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53803 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -6833971.000000 Penalty: 5423.546875
	Iteration 18Q: 3 clusters Score -6833971 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53913 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -6834004.000000 Penalty: 5423.546875
	Iteration 19Q: 3 clusters Score -6834004 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54004 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -6834041.500000 Penalty: 5423.546875
	Iteration 20F: 3 clusters Score -6834042 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54072 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -6834064.500000 Penalty: 5423.546875
	Iteration 21Q: 3 clusters Score -6834064 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54132 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -6834099.000000 Penalty: 5423.546875
	Iteration 22Q: 3 clusters Score -6834099 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54182 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -6834119.500000 Penalty: 5423.546875
	Iteration 23Q: 3 clusters Score -6834120 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54233 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -6834136.500000 Penalty: 5423.546875
	Iteration 24Q: 3 clusters Score -6834136 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54279 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -6834146.500000 Penalty: 5423.546875
	Iteration 25Q: 3 clusters Score -6834146 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54313 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -6834154.500000 Penalty: 5423.546875
	Iteration 26Q: 3 clusters Score -6834154 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54347 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -6834158.500000 Penalty: 5423.546875
	Iteration 27Q: 3 clusters Score -6834158 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54379 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -6834167.500000 Penalty: 5423.546875
	Iteration 28Q: 3 clusters Score -6834168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54398 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -6834177.000000 Penalty: 5423.546875
	Iteration 29Q: 3 clusters Score -6834177 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54417 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -6834185.000000 Penalty: 5423.546875
	Iteration 30Q: 3 clusters Score -6834185 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54435 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -6834187.000000 Penalty: 5423.546875
	Iteration 31Q: 3 clusters Score -6834187 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54449 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -6834185.500000 Penalty: 5423.546875
	Iteration 32Q: 3 clusters Score -6834186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54461 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -6834195.500000 Penalty: 5423.546875
	Iteration 33Q: 3 clusters Score -6834196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54476 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -6834185.000000 Penalty: 5423.546875
	Iteration 34Q: 3 clusters Score -6834185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54480 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -6834198.500000 Penalty: 5423.546875
	Iteration 35Q: 3 clusters Score -6834198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54490 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -6834197.000000 Penalty: 5423.546875
	Iteration 36Q: 3 clusters Score -6834197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54497 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -6834199.000000 Penalty: 5423.546875
	Iteration 37Q: 3 clusters Score -6834199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54503 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -6834194.500000 Penalty: 5423.546875
	Iteration 38Q: 3 clusters Score -6834194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54512 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -6834204.500000 Penalty: 5423.546875
	Iteration 39Q: 3 clusters Score -6834204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54518 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -6834213.000000 Penalty: 5423.546875
	Iteration 40F: 3 clusters Score -6834213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54523 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -6834217.500000 Penalty: 5423.546875
	Iteration 41Q: 3 clusters Score -6834218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54526 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -6834216.500000 Penalty: 5423.546875
	Iteration 42Q: 3 clusters Score -6834216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54530 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -6834215.500000 Penalty: 5423.546875
	Iteration 43Q: 3 clusters Score -6834216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54532 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -6834216.500000 Penalty: 5423.546875
	Iteration 44Q: 3 clusters Score -6834216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54533 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -6834215.000000 Penalty: 5423.546875
	Iteration 45Q: 3 clusters Score -6834215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54534 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -6834217.000000 Penalty: 5423.546875
	Iteration 46Q: 3 clusters Score -6834217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54535 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -6834215.000000 Penalty: 5423.546875
	Iteration 47Q: 3 clusters Score -6834215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54537 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -6834219.000000 Penalty: 5423.546875
	Iteration 48Q: 3 clusters Score -6834219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54538 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -6834220.000000 Penalty: 5423.546875
	Iteration 49Q: 3 clusters Score -6834220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54540 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -6834220.000000 Penalty: 5423.546875
	Iteration 50Q: 3 clusters Score -6834220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54542 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -6834219.000000 Penalty: 5423.546875
	Iteration 51Q: 3 clusters Score -6834219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54543 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -6834225.000000 Penalty: 5423.546875
	Iteration 52Q: 3 clusters Score -6834225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54546 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -6834228.500000 Penalty: 5423.546875
	Iteration 53Q: 3 clusters Score -6834228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54550 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -6834222.500000 Penalty: 5423.546875
	Iteration 54Q: 3 clusters Score -6834222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54550 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -6834222.500000 Penalty: 5423.546875
	Iteration 55F: 3 clusters Score -6834222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (155904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155904 members 
Entering Unmasked Estep 
Score: -19008496.000000 Penalty: 2965.334961
	Iteration 0F: 2 clusters Score -1.90085e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77768 members 
Mstep: Class 2 contains 78136 members 
Entering Unmasked Estep 
Score: -18904314.000000 Penalty: 5930.669922
	Iteration 0F: 3 clusters Score -1.890431e+07 nChanged 74437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74119 members 
Mstep: Class 2 contains 81785 members 
Entering Unmasked Estep 
Score: -18947718.000000 Penalty: 5930.669922
	Iteration 1F: 3 clusters Score -1.894772e+07 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71735 members 
Mstep: Class 2 contains 84169 members 
Entering Unmasked Estep 
Score: -18949126.000000 Penalty: 5930.669922
	Iteration 2Q: 3 clusters Score -1.894913e+07 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68084 members 
Mstep: Class 2 contains 87820 members 
Entering Unmasked Estep 
Score: -18950978.000000 Penalty: 5930.669922
	Iteration 3Q: 3 clusters Score -1.895098e+07 nChanged 7260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62512 members 
Mstep: Class 2 contains 93392 members 
Entering Unmasked Estep 
Score: -18954076.000000 Penalty: 5930.669922
	Iteration 4Q: 3 clusters Score -1.895408e+07 nChanged 9240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54442 members 
Mstep: Class 2 contains 101462 members 
Entering Unmasked Estep 
Score: -18959386.000000 Penalty: 5930.669922
	Iteration 5F: 3 clusters Score -1.895939e+07 nChanged 11238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43942 members 
Mstep: Class 2 contains 111962 members 
Entering Unmasked Estep 
Score: -18967294.000000 Penalty: 5930.669922
	Iteration 6F: 3 clusters Score -1.896729e+07 nChanged 12556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31766 members 
Mstep: Class 2 contains 124138 members 
Entering Unmasked Estep 
Score: -18977626.000000 Penalty: 5930.669922
	Iteration 7F: 3 clusters Score -1.897763e+07 nChanged 11734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 135728 members 
Entering Unmasked Estep 
Score: -18988054.000000 Penalty: 5930.669922
	Iteration 8F: 3 clusters Score -1.898805e+07 nChanged 9134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 144836 members 
Entering Unmasked Estep 
Score: -18996432.000000 Penalty: 5930.669922
	Iteration 9F: 3 clusters Score -1.899643e+07 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 150470 members 
Entering Unmasked Estep 
Score: -19001374.000000 Penalty: 5930.669922
	Iteration 10Q: 3 clusters Score -1.900137e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 153416 members 
Entering Unmasked Estep 
Score: -19003988.000000 Penalty: 5930.669922
	Iteration 11Q: 3 clusters Score -1.900399e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 154682 members 
Entering Unmasked Estep 
Score: -19005050.000000 Penalty: 5930.669922
	Iteration 12Q: 3 clusters Score -1.900505e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 155153 members 
Entering Unmasked Estep 
Score: -19005408.000000 Penalty: 5930.669922
	Iteration 13Q: 3 clusters Score -1.900541e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 155346 members 
Entering Unmasked Estep 
Score: -19005592.000000 Penalty: 5930.669922
	Iteration 14Q: 3 clusters Score -1.900559e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 155436 members 
Entering Unmasked Estep 
Score: -19005678.000000 Penalty: 5930.669922
	Iteration 15Q: 3 clusters Score -1.900568e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 155482 members 
Entering Unmasked Estep 
Score: -19005728.000000 Penalty: 5930.669922
	Iteration 16Q: 3 clusters Score -1.900573e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 155502 members 
Entering Unmasked Estep 
Score: -19005760.000000 Penalty: 5930.669922
	Iteration 17Q: 3 clusters Score -1.900576e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 155510 members 
Entering Unmasked Estep 
Score: -19005804.000000 Penalty: 5930.669922
	Iteration 18Q: 3 clusters Score -1.90058e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 155517 members 
Entering Unmasked Estep 
Score: -19005832.000000 Penalty: 5930.669922
	Iteration 19Q: 3 clusters Score -1.900583e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 155525 members 
Entering Unmasked Estep 
Score: -19005860.000000 Penalty: 5930.669922
	Iteration 20F: 3 clusters Score -1.900586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 155530 members 
Entering Unmasked Estep 
Score: -19005872.000000 Penalty: 5930.669922
	Iteration 21Q: 3 clusters Score -1.900587e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 155530 members 
Entering Unmasked Estep 
Score: -19005876.000000 Penalty: 5930.669922
	Iteration 22Q: 3 clusters Score -1.900588e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 155534 members 
Entering Unmasked Estep 
Score: -19005876.000000 Penalty: 5930.669922
	Iteration 23Q: 3 clusters Score -1.900588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 155533 members 
Entering Unmasked Estep 
Score: -19005894.000000 Penalty: 5930.669922
	Iteration 24Q: 3 clusters Score -1.900589e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 155535 members 
Entering Unmasked Estep 
Score: -19005892.000000 Penalty: 5930.669922
	Iteration 25Q: 3 clusters Score -1.900589e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 155537 members 
Entering Unmasked Estep 
Score: -19005888.000000 Penalty: 5930.669922
	Iteration 26Q: 3 clusters Score -1.900589e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 155537 members 
Entering Unmasked Estep 
Score: -19005888.000000 Penalty: 5930.669922
	Iteration 27F: 3 clusters Score -1.900589e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29574 members 
Entering Unmasked Estep 
Score: -3555046.500000 Penalty: 2553.073486
	Iteration 0F: 2 clusters Score -3555046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -3534730.000000 Penalty: 5106.146973
	Iteration 0F: 3 clusters Score -3534730 nChanged 13291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -3541952.500000 Penalty: 5106.146973
	Iteration 1F: 3 clusters Score -3541952 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -3542424.000000 Penalty: 5106.146973
	Iteration 2Q: 3 clusters Score -3542424 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -3542862.500000 Penalty: 5106.146973
	Iteration 3Q: 3 clusters Score -3542862 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -3543226.250000 Penalty: 5106.146973
	Iteration 4Q: 3 clusters Score -3543226 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -3543507.250000 Penalty: 5106.146973
	Iteration 5Q: 3 clusters Score -3543507 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -3543810.000000 Penalty: 5106.146973
	Iteration 6Q: 3 clusters Score -3543810 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -3544175.750000 Penalty: 5106.146973
	Iteration 7Q: 3 clusters Score -3544176 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -3544592.750000 Penalty: 5106.146973
	Iteration 8Q: 3 clusters Score -3544593 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -3545195.500000 Penalty: 5106.146973
	Iteration 9Q: 3 clusters Score -3545196 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -3546083.750000 Penalty: 5106.146973
	Iteration 10Q: 3 clusters Score -3546084 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -3547326.000000 Penalty: 5106.146973
	Iteration 11F: 3 clusters Score -3547326 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -3548721.000000 Penalty: 5106.146973
	Iteration 12F: 3 clusters Score -3548721 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -3550084.750000 Penalty: 5106.146973
	Iteration 13F: 3 clusters Score -3550085 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -3551139.500000 Penalty: 5106.146973
	Iteration 14Q: 3 clusters Score -3551140 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -3551903.500000 Penalty: 5106.146973
	Iteration 15Q: 3 clusters Score -3551904 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -3552464.250000 Penalty: 5106.146973
	Iteration 16Q: 3 clusters Score -3552464 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -3552824.250000 Penalty: 5106.146973
	Iteration 17Q: 3 clusters Score -3552824 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -3553137.750000 Penalty: 5106.146973
	Iteration 18Q: 3 clusters Score -3553138 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -3553382.500000 Penalty: 5106.146973
	Iteration 19Q: 3 clusters Score -3553382 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -3553572.000000 Penalty: 5106.146973
	Iteration 20F: 3 clusters Score -3553572 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -3553674.000000 Penalty: 5106.146973
	Iteration 21Q: 3 clusters Score -3553674 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -3553722.000000 Penalty: 5106.146973
	Iteration 22Q: 3 clusters Score -3553722 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -3553758.750000 Penalty: 5106.146973
	Iteration 23Q: 3 clusters Score -3553759 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -3553781.500000 Penalty: 5106.146973
	Iteration 24Q: 3 clusters Score -3553782 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -3553800.750000 Penalty: 5106.146973
	Iteration 25Q: 3 clusters Score -3553801 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -3553819.750000 Penalty: 5106.146973
	Iteration 26Q: 3 clusters Score -3553820 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -3553840.000000 Penalty: 5106.146973
	Iteration 27Q: 3 clusters Score -3553840 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -3553857.500000 Penalty: 5106.146973
	Iteration 28Q: 3 clusters Score -3553858 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -3553868.000000 Penalty: 5106.146973
	Iteration 29Q: 3 clusters Score -3553868 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -3553878.750000 Penalty: 5106.146973
	Iteration 30Q: 3 clusters Score -3553879 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -3553876.750000 Penalty: 5106.146973
	Iteration 31Q: 3 clusters Score -3553877 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -3553872.750000 Penalty: 5106.146973
	Iteration 32Q: 3 clusters Score -3553873 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -3553882.500000 Penalty: 5106.146973
	Iteration 33Q: 3 clusters Score -3553882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -3553884.500000 Penalty: 5106.146973
	Iteration 34Q: 3 clusters Score -3553884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -3553885.500000 Penalty: 5106.146973
	Iteration 35Q: 3 clusters Score -3553886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -3553893.500000 Penalty: 5106.146973
	Iteration 36Q: 3 clusters Score -3553894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -3553895.000000 Penalty: 5106.146973
	Iteration 37Q: 3 clusters Score -3553895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -3553895.250000 Penalty: 5106.146973
	Iteration 38Q: 3 clusters Score -3553895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -3553895.250000 Penalty: 5106.146973
	Iteration 39Q: 3 clusters Score -3553895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -3553898.000000 Penalty: 5106.146973
	Iteration 40F: 3 clusters Score -3553898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -3553895.000000 Penalty: 5106.146973
	Iteration 41Q: 3 clusters Score -3553895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -3553895.250000 Penalty: 5106.146973
	Iteration 42Q: 3 clusters Score -3553895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -3553894.750000 Penalty: 5106.146973
	Iteration 43Q: 3 clusters Score -3553895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -3553894.750000 Penalty: 5106.146973
	Iteration 44Q: 3 clusters Score -3553895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -3553893.000000 Penalty: 5106.146973
	Iteration 45Q: 3 clusters Score -3553893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -3553893.000000 Penalty: 5106.146973
	Iteration 46F: 3 clusters Score -3553893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -1391966.500000 Penalty: 2319.858154
	Iteration 0F: 2 clusters Score -1391966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1383390.500000 Penalty: 4639.716309
	Iteration 0F: 3 clusters Score -1383390 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1386172.125000 Penalty: 4639.716309
	Iteration 1F: 3 clusters Score -1386172 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1386533.000000 Penalty: 4639.716309
	Iteration 2F: 3 clusters Score -1386533 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1386832.000000 Penalty: 4639.716309
	Iteration 3F: 3 clusters Score -1386832 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1387073.250000 Penalty: 4639.716309
	Iteration 4Q: 3 clusters Score -1387073 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1387298.625000 Penalty: 4639.716309
	Iteration 5Q: 3 clusters Score -1387299 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1387506.500000 Penalty: 4639.716309
	Iteration 6Q: 3 clusters Score -1387506 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1387718.875000 Penalty: 4639.716309
	Iteration 7Q: 3 clusters Score -1387719 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1387930.500000 Penalty: 4639.716309
	Iteration 8Q: 3 clusters Score -1387930 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1388145.625000 Penalty: 4639.716309
	Iteration 9Q: 3 clusters Score -1388146 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1388350.875000 Penalty: 4639.716309
	Iteration 10Q: 3 clusters Score -1388351 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1388521.875000 Penalty: 4639.716309
	Iteration 11Q: 3 clusters Score -1388522 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1388673.500000 Penalty: 4639.716309
	Iteration 12Q: 3 clusters Score -1388674 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1388812.875000 Penalty: 4639.716309
	Iteration 13Q: 3 clusters Score -1388813 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1388952.625000 Penalty: 4639.716309
	Iteration 14Q: 3 clusters Score -1388953 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1389079.500000 Penalty: 4639.716309
	Iteration 15Q: 3 clusters Score -1389080 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1389199.750000 Penalty: 4639.716309
	Iteration 16Q: 3 clusters Score -1389200 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1389281.250000 Penalty: 4639.716309
	Iteration 17Q: 3 clusters Score -1389281 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1389363.500000 Penalty: 4639.716309
	Iteration 18Q: 3 clusters Score -1389364 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1389443.000000 Penalty: 4639.716309
	Iteration 19Q: 3 clusters Score -1389443 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1389507.000000 Penalty: 4639.716309
	Iteration 20F: 3 clusters Score -1389507 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1389571.375000 Penalty: 4639.716309
	Iteration 21Q: 3 clusters Score -1389571 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1389637.125000 Penalty: 4639.716309
	Iteration 22Q: 3 clusters Score -1389637 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1389694.375000 Penalty: 4639.716309
	Iteration 23Q: 3 clusters Score -1389694 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1389740.250000 Penalty: 4639.716309
	Iteration 24Q: 3 clusters Score -1389740 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1389791.000000 Penalty: 4639.716309
	Iteration 25Q: 3 clusters Score -1389791 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1389835.875000 Penalty: 4639.716309
	Iteration 26Q: 3 clusters Score -1389836 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1389869.500000 Penalty: 4639.716309
	Iteration 27Q: 3 clusters Score -1389870 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1389895.375000 Penalty: 4639.716309
	Iteration 28Q: 3 clusters Score -1389895 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1389913.750000 Penalty: 4639.716309
	Iteration 29Q: 3 clusters Score -1389914 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1389928.250000 Penalty: 4639.716309
	Iteration 30Q: 3 clusters Score -1389928 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1389936.000000 Penalty: 4639.716309
	Iteration 31Q: 3 clusters Score -1389936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1389942.500000 Penalty: 4639.716309
	Iteration 32Q: 3 clusters Score -1389942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1389952.875000 Penalty: 4639.716309
	Iteration 33Q: 3 clusters Score -1389953 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1389962.250000 Penalty: 4639.716309
	Iteration 34Q: 3 clusters Score -1389962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1389972.500000 Penalty: 4639.716309
	Iteration 35Q: 3 clusters Score -1389972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1389982.625000 Penalty: 4639.716309
	Iteration 36Q: 3 clusters Score -1389983 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1389991.250000 Penalty: 4639.716309
	Iteration 37Q: 3 clusters Score -1389991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1389995.000000 Penalty: 4639.716309
	Iteration 38Q: 3 clusters Score -1389995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1389999.125000 Penalty: 4639.716309
	Iteration 39Q: 3 clusters Score -1389999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1389997.500000 Penalty: 4639.716309
	Iteration 40F: 3 clusters Score -1389998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1389999.875000 Penalty: 4639.716309
	Iteration 41Q: 3 clusters Score -1390000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1390002.625000 Penalty: 4639.716309
	Iteration 42Q: 3 clusters Score -1390003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1390001.375000 Penalty: 4639.716309
	Iteration 43Q: 3 clusters Score -1390001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1390006.750000 Penalty: 4639.716309
	Iteration 44Q: 3 clusters Score -1390007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1390004.375000 Penalty: 4639.716309
	Iteration 45Q: 3 clusters Score -1390004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1390004.250000 Penalty: 4639.716309
	Iteration 46Q: 3 clusters Score -1390004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1390004.250000 Penalty: 4639.716309
	Iteration 47F: 3 clusters Score -1390004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Entering Unmasked Estep 
Score: -1162428.375000 Penalty: 2286.140381
	Iteration 0F: 2 clusters Score -1162428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1154753.375000 Penalty: 4572.280762
	Iteration 0F: 3 clusters Score -1154753 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1157004.250000 Penalty: 4572.280762
	Iteration 1F: 3 clusters Score -1157004 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1157433.875000 Penalty: 4572.280762
	Iteration 2F: 3 clusters Score -1157434 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1157800.250000 Penalty: 4572.280762
	Iteration 3F: 3 clusters Score -1157800 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1158125.000000 Penalty: 4572.280762
	Iteration 4F: 3 clusters Score -1158125 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1158407.375000 Penalty: 4572.280762
	Iteration 5Q: 3 clusters Score -1158407 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1158653.625000 Penalty: 4572.280762
	Iteration 6Q: 3 clusters Score -1158654 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1158921.250000 Penalty: 4572.280762
	Iteration 7Q: 3 clusters Score -1158921 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1159179.000000 Penalty: 4572.280762
	Iteration 8Q: 3 clusters Score -1159179 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1159387.250000 Penalty: 4572.280762
	Iteration 9Q: 3 clusters Score -1159387 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1159534.750000 Penalty: 4572.280762
	Iteration 10Q: 3 clusters Score -1159535 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1159647.875000 Penalty: 4572.280762
	Iteration 11Q: 3 clusters Score -1159648 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1159736.750000 Penalty: 4572.280762
	Iteration 12Q: 3 clusters Score -1159737 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1159801.125000 Penalty: 4572.280762
	Iteration 13Q: 3 clusters Score -1159801 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1159855.500000 Penalty: 4572.280762
	Iteration 14Q: 3 clusters Score -1159856 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1159896.125000 Penalty: 4572.280762
	Iteration 15Q: 3 clusters Score -1159896 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1159941.125000 Penalty: 4572.280762
	Iteration 16Q: 3 clusters Score -1159941 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1159979.750000 Penalty: 4572.280762
	Iteration 17Q: 3 clusters Score -1159980 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1160013.250000 Penalty: 4572.280762
	Iteration 18Q: 3 clusters Score -1160013 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1160034.875000 Penalty: 4572.280762
	Iteration 19Q: 3 clusters Score -1160035 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1160050.625000 Penalty: 4572.280762
	Iteration 20F: 3 clusters Score -1160051 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1160070.625000 Penalty: 4572.280762
	Iteration 21Q: 3 clusters Score -1160071 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1160087.000000 Penalty: 4572.280762
	Iteration 22Q: 3 clusters Score -1160087 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1160114.875000 Penalty: 4572.280762
	Iteration 23Q: 3 clusters Score -1160115 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1160141.250000 Penalty: 4572.280762
	Iteration 24Q: 3 clusters Score -1160141 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1160165.500000 Penalty: 4572.280762
	Iteration 25Q: 3 clusters Score -1160166 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1160196.250000 Penalty: 4572.280762
	Iteration 26Q: 3 clusters Score -1160196 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1160236.000000 Penalty: 4572.280762
	Iteration 27Q: 3 clusters Score -1160236 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1160294.625000 Penalty: 4572.280762
	Iteration 28Q: 3 clusters Score -1160295 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1160375.750000 Penalty: 4572.280762
	Iteration 29Q: 3 clusters Score -1160376 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1160520.375000 Penalty: 4572.280762
	Iteration 30Q: 3 clusters Score -1160520 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1160703.500000 Penalty: 4572.280762
	Iteration 31Q: 3 clusters Score -1160704 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1160934.000000 Penalty: 4572.280762
	Iteration 32Q: 3 clusters Score -1160934 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1161063.625000 Penalty: 4572.280762
	Iteration 33Q: 3 clusters Score -1161064 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1161134.000000 Penalty: 4572.280762
	Iteration 34Q: 3 clusters Score -1161134 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1161178.750000 Penalty: 4572.280762
	Iteration 35Q: 3 clusters Score -1161179 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1161214.875000 Penalty: 4572.280762
	Iteration 36Q: 3 clusters Score -1161215 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1161233.750000 Penalty: 4572.280762
	Iteration 37Q: 3 clusters Score -1161234 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1161256.500000 Penalty: 4572.280762
	Iteration 38Q: 3 clusters Score -1161256 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1161271.250000 Penalty: 4572.280762
	Iteration 39Q: 3 clusters Score -1161271 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1161286.000000 Penalty: 4572.280762
	Iteration 40F: 3 clusters Score -1161286 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1161291.875000 Penalty: 4572.280762
	Iteration 41Q: 3 clusters Score -1161292 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1161299.000000 Penalty: 4572.280762
	Iteration 42Q: 3 clusters Score -1161299 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1161304.500000 Penalty: 4572.280762
	Iteration 43Q: 3 clusters Score -1161304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1161309.125000 Penalty: 4572.280762
	Iteration 44Q: 3 clusters Score -1161309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1161310.625000 Penalty: 4572.280762
	Iteration 45Q: 3 clusters Score -1161311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1161313.500000 Penalty: 4572.280762
	Iteration 46Q: 3 clusters Score -1161314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1161315.375000 Penalty: 4572.280762
	Iteration 47Q: 3 clusters Score -1161315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1161315.625000 Penalty: 4572.280762
	Iteration 48Q: 3 clusters Score -1161316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1161317.250000 Penalty: 4572.280762
	Iteration 49Q: 3 clusters Score -1161317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1161317.750000 Penalty: 4572.280762
	Iteration 50Q: 3 clusters Score -1161318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1161319.750000 Penalty: 4572.280762
	Iteration 51Q: 3 clusters Score -1161320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1161319.625000 Penalty: 4572.280762
	Iteration 52Q: 3 clusters Score -1161320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1161319.000000 Penalty: 4572.280762
	Iteration 53Q: 3 clusters Score -1161319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1161322.625000 Penalty: 4572.280762
	Iteration 54Q: 3 clusters Score -1161323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1161321.625000 Penalty: 4572.280762
	Iteration 55Q: 3 clusters Score -1161322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1161323.500000 Penalty: 4572.280762
	Iteration 56Q: 3 clusters Score -1161324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1161322.875000 Penalty: 4572.280762
	Iteration 57Q: 3 clusters Score -1161323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1161322.875000 Penalty: 4572.280762
	Iteration 58F: 3 clusters Score -1161323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Entering Unmasked Estep 
Score: -1025650.625000 Penalty: 2258.887695
	Iteration 0F: 2 clusters Score -1025651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1018619.750000 Penalty: 4517.775391
	Iteration 0F: 3 clusters Score -1018620 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1020583.062500 Penalty: 4517.775391
	Iteration 1F: 3 clusters Score -1020583 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1020884.750000 Penalty: 4517.775391
	Iteration 2F: 3 clusters Score -1020885 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1021075.187500 Penalty: 4517.775391
	Iteration 3Q: 3 clusters Score -1021075 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1021265.750000 Penalty: 4517.775391
	Iteration 4Q: 3 clusters Score -1021266 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1021477.937500 Penalty: 4517.775391
	Iteration 5Q: 3 clusters Score -1021478 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1021745.125000 Penalty: 4517.775391
	Iteration 6Q: 3 clusters Score -1021745 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1022001.625000 Penalty: 4517.775391
	Iteration 7Q: 3 clusters Score -1022002 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1022319.500000 Penalty: 4517.775391
	Iteration 8Q: 3 clusters Score -1022320 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1022684.187500 Penalty: 4517.775391
	Iteration 9F: 3 clusters Score -1022684 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1023119.187500 Penalty: 4517.775391
	Iteration 10F: 3 clusters Score -1023119 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1023549.875000 Penalty: 4517.775391
	Iteration 11F: 3 clusters Score -1023550 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1023870.875000 Penalty: 4517.775391
	Iteration 12Q: 3 clusters Score -1023871 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1024024.375000 Penalty: 4517.775391
	Iteration 13Q: 3 clusters Score -1024024 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1024108.312500 Penalty: 4517.775391
	Iteration 14Q: 3 clusters Score -1024108 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1024159.500000 Penalty: 4517.775391
	Iteration 15Q: 3 clusters Score -1024160 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1024184.750000 Penalty: 4517.775391
	Iteration 16Q: 3 clusters Score -1024185 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1024200.750000 Penalty: 4517.775391
	Iteration 17Q: 3 clusters Score -1024201 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1024211.812500 Penalty: 4517.775391
	Iteration 18Q: 3 clusters Score -1024212 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1024222.250000 Penalty: 4517.775391
	Iteration 19Q: 3 clusters Score -1024222 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1024230.125000 Penalty: 4517.775391
	Iteration 20F: 3 clusters Score -1024230 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1024237.250000 Penalty: 4517.775391
	Iteration 21Q: 3 clusters Score -1024237 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1024246.062500 Penalty: 4517.775391
	Iteration 22Q: 3 clusters Score -1024246 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1024253.000000 Penalty: 4517.775391
	Iteration 23Q: 3 clusters Score -1024253 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1024262.625000 Penalty: 4517.775391
	Iteration 24Q: 3 clusters Score -1024263 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1024268.562500 Penalty: 4517.775391
	Iteration 25Q: 3 clusters Score -1024269 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1024275.125000 Penalty: 4517.775391
	Iteration 26Q: 3 clusters Score -1024275 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1024283.625000 Penalty: 4517.775391
	Iteration 27Q: 3 clusters Score -1024284 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1024293.250000 Penalty: 4517.775391
	Iteration 28Q: 3 clusters Score -1024293 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1024298.875000 Penalty: 4517.775391
	Iteration 29Q: 3 clusters Score -1024299 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1024306.500000 Penalty: 4517.775391
	Iteration 30Q: 3 clusters Score -1024306 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1024316.937500 Penalty: 4517.775391
	Iteration 31Q: 3 clusters Score -1024317 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1024326.312500 Penalty: 4517.775391
	Iteration 32Q: 3 clusters Score -1024326 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1024331.875000 Penalty: 4517.775391
	Iteration 33Q: 3 clusters Score -1024332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1024335.250000 Penalty: 4517.775391
	Iteration 34Q: 3 clusters Score -1024335 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1024345.250000 Penalty: 4517.775391
	Iteration 35Q: 3 clusters Score -1024345 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1024354.750000 Penalty: 4517.775391
	Iteration 36Q: 3 clusters Score -1024355 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1024366.812500 Penalty: 4517.775391
	Iteration 37Q: 3 clusters Score -1024367 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1024377.125000 Penalty: 4517.775391
	Iteration 38Q: 3 clusters Score -1024377 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1024390.312500 Penalty: 4517.775391
	Iteration 39Q: 3 clusters Score -1024390 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1024399.687500 Penalty: 4517.775391
	Iteration 40F: 3 clusters Score -1024400 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1024409.937500 Penalty: 4517.775391
	Iteration 41Q: 3 clusters Score -1024410 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1024419.937500 Penalty: 4517.775391
	Iteration 42Q: 3 clusters Score -1024420 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1024425.937500 Penalty: 4517.775391
	Iteration 43Q: 3 clusters Score -1024426 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1024437.187500 Penalty: 4517.775391
	Iteration 44Q: 3 clusters Score -1024437 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1024445.062500 Penalty: 4517.775391
	Iteration 45Q: 3 clusters Score -1024445 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1024451.437500 Penalty: 4517.775391
	Iteration 46Q: 3 clusters Score -1024451 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1024459.375000 Penalty: 4517.775391
	Iteration 47Q: 3 clusters Score -1024459 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1024464.875000 Penalty: 4517.775391
	Iteration 48Q: 3 clusters Score -1024465 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1024471.937500 Penalty: 4517.775391
	Iteration 49Q: 3 clusters Score -1024472 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1024479.562500 Penalty: 4517.775391
	Iteration 50Q: 3 clusters Score -1024480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1024483.687500 Penalty: 4517.775391
	Iteration 51Q: 3 clusters Score -1024484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1024489.000000 Penalty: 4517.775391
	Iteration 52Q: 3 clusters Score -1024489 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1024495.062500 Penalty: 4517.775391
	Iteration 53Q: 3 clusters Score -1024495 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1024505.750000 Penalty: 4517.775391
	Iteration 54Q: 3 clusters Score -1024506 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1024511.500000 Penalty: 4517.775391
	Iteration 55Q: 3 clusters Score -1024512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1024516.250000 Penalty: 4517.775391
	Iteration 56Q: 3 clusters Score -1024516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1024523.750000 Penalty: 4517.775391
	Iteration 57Q: 3 clusters Score -1024524 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1024532.437500 Penalty: 4517.775391
	Iteration 58Q: 3 clusters Score -1024532 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1024541.000000 Penalty: 4517.775391
	Iteration 59Q: 3 clusters Score -1024541 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1024549.562500 Penalty: 4517.775391
	Iteration 60F: 3 clusters Score -1024550 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1024558.625000 Penalty: 4517.775391
	Iteration 61Q: 3 clusters Score -1024559 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1024564.625000 Penalty: 4517.775391
	Iteration 62Q: 3 clusters Score -1024565 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1024575.562500 Penalty: 4517.775391
	Iteration 63Q: 3 clusters Score -1024576 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1024583.250000 Penalty: 4517.775391
	Iteration 64Q: 3 clusters Score -1024583 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1024592.437500 Penalty: 4517.775391
	Iteration 65Q: 3 clusters Score -1024592 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1024600.187500 Penalty: 4517.775391
	Iteration 66Q: 3 clusters Score -1024600 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1024614.000000 Penalty: 4517.775391
	Iteration 67Q: 3 clusters Score -1024614 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1024623.125000 Penalty: 4517.775391
	Iteration 68Q: 3 clusters Score -1024623 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1024627.875000 Penalty: 4517.775391
	Iteration 69Q: 3 clusters Score -1024628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1024628.687500 Penalty: 4517.775391
	Iteration 70Q: 3 clusters Score -1024629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1024631.125000 Penalty: 4517.775391
	Iteration 71Q: 3 clusters Score -1024631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1024634.187500 Penalty: 4517.775391
	Iteration 72Q: 3 clusters Score -1024634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1024637.062500 Penalty: 4517.775391
	Iteration 73Q: 3 clusters Score -1024637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1024636.250000 Penalty: 4517.775391
	Iteration 74Q: 3 clusters Score -1024636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1024636.750000 Penalty: 4517.775391
	Iteration 75Q: 3 clusters Score -1024637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1024636.312500 Penalty: 4517.775391
	Iteration 76Q: 3 clusters Score -1024636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1024635.750000 Penalty: 4517.775391
	Iteration 77Q: 3 clusters Score -1024636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1024635.750000 Penalty: 4517.775391
	Iteration 78F: 3 clusters Score -1024636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Entering Unmasked Estep 
Score: -1675789.375000 Penalty: 2380.971680
	Iteration 0F: 2 clusters Score -1675789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1665021.375000 Penalty: 4761.943359
	Iteration 0F: 3 clusters Score -1665021 nChanged 6426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1668566.375000 Penalty: 4761.943359
	Iteration 1F: 3 clusters Score -1668566 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1669130.000000 Penalty: 4761.943359
	Iteration 2F: 3 clusters Score -1669130 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1669770.375000 Penalty: 4761.943359
	Iteration 3F: 3 clusters Score -1669770 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1670482.000000 Penalty: 4761.943359
	Iteration 4F: 3 clusters Score -1670482 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1671319.125000 Penalty: 4761.943359
	Iteration 5F: 3 clusters Score -1671319 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1672237.375000 Penalty: 4761.943359
	Iteration 6F: 3 clusters Score -1672237 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1673280.625000 Penalty: 4761.943359
	Iteration 7F: 3 clusters Score -1673281 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1674207.625000 Penalty: 4761.943359
	Iteration 8F: 3 clusters Score -1674208 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1674778.500000 Penalty: 4761.943359
	Iteration 9F: 3 clusters Score -1674778 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1675049.000000 Penalty: 4761.943359
	Iteration 10Q: 3 clusters Score -1675049 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1675185.000000 Penalty: 4761.943359
	Iteration 11Q: 3 clusters Score -1675185 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1675237.875000 Penalty: 4761.943359
	Iteration 12Q: 3 clusters Score -1675238 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1675272.625000 Penalty: 4761.943359
	Iteration 13Q: 3 clusters Score -1675273 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1675293.750000 Penalty: 4761.943359
	Iteration 14Q: 3 clusters Score -1675294 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1675303.750000 Penalty: 4761.943359
	Iteration 15Q: 3 clusters Score -1675304 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1675310.500000 Penalty: 4761.943359
	Iteration 16Q: 3 clusters Score -1675310 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1675318.250000 Penalty: 4761.943359
	Iteration 17Q: 3 clusters Score -1675318 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1675324.000000 Penalty: 4761.943359
	Iteration 18Q: 3 clusters Score -1675324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1675326.625000 Penalty: 4761.943359
	Iteration 19Q: 3 clusters Score -1675327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1675320.750000 Penalty: 4761.943359
	Iteration 20F: 3 clusters Score -1675321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1675324.875000 Penalty: 4761.943359
	Iteration 21Q: 3 clusters Score -1675325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1675326.500000 Penalty: 4761.943359
	Iteration 22Q: 3 clusters Score -1675326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1675325.750000 Penalty: 4761.943359
	Iteration 23Q: 3 clusters Score -1675326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1675326.250000 Penalty: 4761.943359
	Iteration 24Q: 3 clusters Score -1675326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1675323.750000 Penalty: 4761.943359
	Iteration 25Q: 3 clusters Score -1675324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1675325.500000 Penalty: 4761.943359
	Iteration 26Q: 3 clusters Score -1675326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1675329.500000 Penalty: 4761.943359
	Iteration 27Q: 3 clusters Score -1675330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1675329.250000 Penalty: 4761.943359
	Iteration 28Q: 3 clusters Score -1675329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1675331.375000 Penalty: 4761.943359
	Iteration 29Q: 3 clusters Score -1675331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1675332.000000 Penalty: 4761.943359
	Iteration 30Q: 3 clusters Score -1675332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1675332.000000 Penalty: 4761.943359
	Iteration 31F: 3 clusters Score -1675332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Entering Unmasked Estep 
Score: -1490716.750000 Penalty: 2335.544189
	Iteration 0F: 2 clusters Score -1490717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1481585.875000 Penalty: 4671.088379
	Iteration 0F: 3 clusters Score -1481586 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1484526.625000 Penalty: 4671.088379
	Iteration 1F: 3 clusters Score -1484527 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1485002.625000 Penalty: 4671.088379
	Iteration 2F: 3 clusters Score -1485003 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1485466.875000 Penalty: 4671.088379
	Iteration 3F: 3 clusters Score -1485467 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1485921.375000 Penalty: 4671.088379
	Iteration 4F: 3 clusters Score -1485921 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1486366.125000 Penalty: 4671.088379
	Iteration 5F: 3 clusters Score -1486366 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1486862.750000 Penalty: 4671.088379
	Iteration 6F: 3 clusters Score -1486863 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1487419.125000 Penalty: 4671.088379
	Iteration 7F: 3 clusters Score -1487419 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1487911.875000 Penalty: 4671.088379
	Iteration 8Q: 3 clusters Score -1487912 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1488275.375000 Penalty: 4671.088379
	Iteration 9Q: 3 clusters Score -1488275 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1488505.625000 Penalty: 4671.088379
	Iteration 10Q: 3 clusters Score -1488506 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1488649.125000 Penalty: 4671.088379
	Iteration 11Q: 3 clusters Score -1488649 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1488758.750000 Penalty: 4671.088379
	Iteration 12Q: 3 clusters Score -1488759 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1488836.250000 Penalty: 4671.088379
	Iteration 13Q: 3 clusters Score -1488836 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1488895.500000 Penalty: 4671.088379
	Iteration 14Q: 3 clusters Score -1488896 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1488938.750000 Penalty: 4671.088379
	Iteration 15Q: 3 clusters Score -1488939 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1488964.750000 Penalty: 4671.088379
	Iteration 16Q: 3 clusters Score -1488965 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1488987.625000 Penalty: 4671.088379
	Iteration 17Q: 3 clusters Score -1488988 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1489008.375000 Penalty: 4671.088379
	Iteration 18Q: 3 clusters Score -1489008 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1489022.625000 Penalty: 4671.088379
	Iteration 19Q: 3 clusters Score -1489023 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1489037.250000 Penalty: 4671.088379
	Iteration 20F: 3 clusters Score -1489037 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1489043.500000 Penalty: 4671.088379
	Iteration 21Q: 3 clusters Score -1489044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1489046.375000 Penalty: 4671.088379
	Iteration 22Q: 3 clusters Score -1489046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1489050.375000 Penalty: 4671.088379
	Iteration 23Q: 3 clusters Score -1489050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1489053.375000 Penalty: 4671.088379
	Iteration 24Q: 3 clusters Score -1489053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1489055.500000 Penalty: 4671.088379
	Iteration 25Q: 3 clusters Score -1489056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1489059.125000 Penalty: 4671.088379
	Iteration 26Q: 3 clusters Score -1489059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1489057.500000 Penalty: 4671.088379
	Iteration 27Q: 3 clusters Score -1489058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1489058.500000 Penalty: 4671.088379
	Iteration 28Q: 3 clusters Score -1489058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1489058.000000 Penalty: 4671.088379
	Iteration 29Q: 3 clusters Score -1489058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1489058.000000 Penalty: 4671.088379
	Iteration 30F: 3 clusters Score -1489058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (171493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171493 members 
Entering Unmasked Estep 
Score: -20950440.000000 Penalty: 2988.969727
	Iteration 0F: 2 clusters Score -2.095044e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85868 members 
Mstep: Class 2 contains 85625 members 
Entering Unmasked Estep 
Score: -20835478.000000 Penalty: 5977.939453
	Iteration 0F: 3 clusters Score -2.083548e+07 nChanged 82248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87560 members 
Mstep: Class 2 contains 83933 members 
Entering Unmasked Estep 
Score: -20883168.000000 Penalty: 5977.939453
	Iteration 1F: 3 clusters Score -2.088317e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88843 members 
Mstep: Class 2 contains 82650 members 
Entering Unmasked Estep 
Score: -20883962.000000 Penalty: 5977.939453
	Iteration 2Q: 3 clusters Score -2.088396e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90938 members 
Mstep: Class 2 contains 80555 members 
Entering Unmasked Estep 
Score: -20884802.000000 Penalty: 5977.939453
	Iteration 3Q: 3 clusters Score -2.08848e+07 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94203 members 
Mstep: Class 2 contains 77290 members 
Entering Unmasked Estep 
Score: -20886278.000000 Penalty: 5977.939453
	Iteration 4Q: 3 clusters Score -2.088628e+07 nChanged 6472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99421 members 
Mstep: Class 2 contains 72072 members 
Entering Unmasked Estep 
Score: -20888314.000000 Penalty: 5977.939453
	Iteration 5Q: 3 clusters Score -2.088831e+07 nChanged 8570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107297 members 
Mstep: Class 2 contains 64196 members 
Entering Unmasked Estep 
Score: -20892318.000000 Penalty: 5977.939453
	Iteration 6Q: 3 clusters Score -2.089232e+07 nChanged 11422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118345 members 
Mstep: Class 2 contains 53148 members 
Entering Unmasked Estep 
Score: -20899630.000000 Penalty: 5977.939453
	Iteration 7F: 3 clusters Score -2.089963e+07 nChanged 14355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132548 members 
Mstep: Class 2 contains 38945 members 
Entering Unmasked Estep 
Score: -20911182.000000 Penalty: 5977.939453
	Iteration 8F: 3 clusters Score -2.091118e+07 nChanged 14953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147447 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -20924604.000000 Penalty: 5977.939453
	Iteration 9F: 3 clusters Score -2.09246e+07 nChanged 12059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159504 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -20936544.000000 Penalty: 5977.939453
	Iteration 10F: 3 clusters Score -2.093654e+07 nChanged 7061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166565 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -20943210.000000 Penalty: 5977.939453
	Iteration 11Q: 3 clusters Score -2.094321e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169664 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -20946190.000000 Penalty: 5977.939453
	Iteration 12Q: 3 clusters Score -2.094619e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170737 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -20947164.000000 Penalty: 5977.939453
	Iteration 13Q: 3 clusters Score -2.094716e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171054 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -20947528.000000 Penalty: 5977.939453
	Iteration 14Q: 3 clusters Score -2.094753e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171152 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -20947654.000000 Penalty: 5977.939453
	Iteration 15Q: 3 clusters Score -2.094765e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171190 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -20947728.000000 Penalty: 5977.939453
	Iteration 16Q: 3 clusters Score -2.094773e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171200 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -20947762.000000 Penalty: 5977.939453
	Iteration 17Q: 3 clusters Score -2.094776e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171197 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -20947774.000000 Penalty: 5977.939453
	Iteration 18Q: 3 clusters Score -2.094777e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171206 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -20947798.000000 Penalty: 5977.939453
	Iteration 19Q: 3 clusters Score -2.09478e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171210 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -20947806.000000 Penalty: 5977.939453
	Iteration 20F: 3 clusters Score -2.094781e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171214 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -20947814.000000 Penalty: 5977.939453
	Iteration 21Q: 3 clusters Score -2.094781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171217 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -20947806.000000 Penalty: 5977.939453
	Iteration 22Q: 3 clusters Score -2.094781e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171220 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -20947808.000000 Penalty: 5977.939453
	Iteration 23Q: 3 clusters Score -2.094781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171220 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -20947800.000000 Penalty: 5977.939453
	Iteration 24Q: 3 clusters Score -2.09478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171220 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -20947818.000000 Penalty: 5977.939453
	Iteration 25Q: 3 clusters Score -2.094782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171218 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -20947822.000000 Penalty: 5977.939453
	Iteration 26Q: 3 clusters Score -2.094782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171218 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -20947818.000000 Penalty: 5977.939453
	Iteration 27Q: 3 clusters Score -2.094782e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171218 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -20947818.000000 Penalty: 5977.939453
	Iteration 28F: 3 clusters Score -2.094782e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (30058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Entering Unmasked Estep 
Score: -3401817.750000 Penalty: 2557.099365
	Iteration 0F: 2 clusters Score -3401818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -3381301.250000 Penalty: 5114.198730
	Iteration 0F: 3 clusters Score -3381301 nChanged 13571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -3389224.250000 Penalty: 5114.198730
	Iteration 1F: 3 clusters Score -3389224 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -3390167.250000 Penalty: 5114.198730
	Iteration 2F: 3 clusters Score -3390167 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -3391317.250000 Penalty: 5114.198730
	Iteration 3F: 3 clusters Score -3391317 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -3392421.250000 Penalty: 5114.198730
	Iteration 4F: 3 clusters Score -3392421 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -3393520.500000 Penalty: 5114.198730
	Iteration 5F: 3 clusters Score -3393520 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -3394410.250000 Penalty: 5114.198730
	Iteration 6F: 3 clusters Score -3394410 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -3395161.000000 Penalty: 5114.198730
	Iteration 7Q: 3 clusters Score -3395161 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -3395844.500000 Penalty: 5114.198730
	Iteration 8Q: 3 clusters Score -3395844 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -3396463.750000 Penalty: 5114.198730
	Iteration 9Q: 3 clusters Score -3396464 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -3397025.250000 Penalty: 5114.198730
	Iteration 10Q: 3 clusters Score -3397025 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -3397603.250000 Penalty: 5114.198730
	Iteration 11Q: 3 clusters Score -3397603 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -3398115.500000 Penalty: 5114.198730
	Iteration 12Q: 3 clusters Score -3398116 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -3398528.250000 Penalty: 5114.198730
	Iteration 13Q: 3 clusters Score -3398528 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -3398837.750000 Penalty: 5114.198730
	Iteration 14Q: 3 clusters Score -3398838 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -3399030.000000 Penalty: 5114.198730
	Iteration 15Q: 3 clusters Score -3399030 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -3399147.750000 Penalty: 5114.198730
	Iteration 16Q: 3 clusters Score -3399148 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -3399232.750000 Penalty: 5114.198730
	Iteration 17Q: 3 clusters Score -3399233 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -3399303.500000 Penalty: 5114.198730
	Iteration 18Q: 3 clusters Score -3399304 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -3399359.000000 Penalty: 5114.198730
	Iteration 19Q: 3 clusters Score -3399359 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -3399408 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -3399446 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -3399470 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3399497 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -3399530.250000 Penalty: 5114.198730
	Iteration 24Q: 3 clusters Score -3399530 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -3399544 nChanged 131
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -3399561.500000 Penalty: 5114.198730
	Iteration 26Q: 3 clusters Score -3399562 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3399577 nChanged 89
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3399590 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3399601 nChanged 101
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -3399613.750000 Penalty: 5114.198730
	Iteration 30Q: 3 clusters Score -3399614 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3399633 nChanged 98
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -3399631 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3399654 nChanged 96
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3399661 nChanged 79
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3399672 nChanged 72
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3399687 nChanged 66
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Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3399701 nChanged 75
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3399704 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3399710 nChanged 52
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -3399715.500000 Penalty: 5114.198730
	Iteration 40F: 3 clusters Score -3399716 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3399720 nChanged 44
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3399717 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3399724 nChanged 36
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Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3399727 nChanged 39
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Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3399730 nChanged 37
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Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3399735 nChanged 45
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3399735 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3399745 nChanged 48
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3399745 nChanged 48
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Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3399745 nChanged 43
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Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3399768 nChanged 62
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Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3399769 nChanged 66
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Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3399776 nChanged 65
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Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3399790 nChanged 66
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Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3399800 nChanged 73
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Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3399812 nChanged 75
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Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3399826 nChanged 68
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3399836 nChanged 69
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Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3399850 nChanged 85
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3399861 nChanged 84
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Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3399876 nChanged 87
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Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3399884 nChanged 85
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Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3399912 nChanged 85
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Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3399922 nChanged 86
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Mstep: Class 1 contains 7620 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3399922 nChanged 79
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Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3399937 nChanged 74
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Mstep: Class 1 contains 7467 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3399956 nChanged 87
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Mstep: Class 1 contains 7380 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3399978 nChanged 82
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Mstep: Class 1 contains 7300 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3399988 nChanged 91
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Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3399996 nChanged 97
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Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3400018 nChanged 86
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Mstep: Class 1 contains 7032 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3400043 nChanged 101
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Mstep: Class 1 contains 6937 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3400066 nChanged 130
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Mstep: Class 1 contains 6811 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3400112 nChanged 151
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Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3400183 nChanged 150
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Mstep: Class 1 contains 6522 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3400234 nChanged 155
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Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 23687 members 
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	Iteration 79Q: 3 clusters Score -3400280 nChanged 147
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Mstep: Class 1 contains 6232 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3400314 nChanged 148
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Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3400370 nChanged 128
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Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3400392 nChanged 132
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Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3400418 nChanged 121
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Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3400441 nChanged 106
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Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3400467 nChanged 84
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Mstep: Class 1 contains 5525 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3400474 nChanged 67
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Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3400487 nChanged 59
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Mstep: Class 1 contains 5401 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3400497 nChanged 60
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Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3400514 nChanged 65
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Mstep: Class 1 contains 5280 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3400530 nChanged 49
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Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3400537 nChanged 50
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Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 24875 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3400540 nChanged 36
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Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -3400539.250000 Penalty: 5114.198730
	Iteration 93Q: 3 clusters Score -3400539 nChanged 29
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Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 24940 members 
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	Iteration 94Q: 3 clusters Score -3400538 nChanged 27
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Mstep: Class 1 contains 5093 members 
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	Iteration 95Q: 3 clusters Score -3400547 nChanged 27
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Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3400553 nChanged 26
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Mstep: Class 1 contains 5042 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3400563 nChanged 34
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Mstep: Class 1 contains 5008 members 
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Mstep: Class 1 contains 4978 members 
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Mstep: Class 1 contains 4939 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3400578 nChanged 41
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Mstep: Class 1 contains 4900 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3400587 nChanged 43
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Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3400598 nChanged 50
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Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3400611 nChanged 38
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Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3400615 nChanged 34
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Mstep: Class 1 contains 4749 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3400612 nChanged 41
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3400614 nChanged 42
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Mstep: Class 1 contains 4670 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3400610 nChanged 36
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Mstep: Class 1 contains 4634 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3400631 nChanged 26
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3400634 nChanged 21
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Mstep: Class 1 contains 4593 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3400646 nChanged 21
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3400651 nChanged 25
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Mstep: Class 1 contains 4553 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3400646 nChanged 25
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Entering Unmasked Estep 
Score: -3400651.000000 Penalty: 5114.198730
	Iteration 113Q: 3 clusters Score -3400651 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -3400650.750000 Penalty: 5114.198730
	Iteration 114Q: 3 clusters Score -3400651 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -3400649.250000 Penalty: 5114.198730
	Iteration 115Q: 3 clusters Score -3400649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -3400647.000000 Penalty: 5114.198730
	Iteration 116Q: 3 clusters Score -3400647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -3400645.000000 Penalty: 5114.198730
	Iteration 117Q: 3 clusters Score -3400645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -3400646.500000 Penalty: 5114.198730
	Iteration 118Q: 3 clusters Score -3400646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -3400650.500000 Penalty: 5114.198730
	Iteration 119Q: 3 clusters Score -3400650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
Score: -3400648.250000 Penalty: 5114.198730
	Iteration 120F: 3 clusters Score -3400648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -3400647.250000 Penalty: 5114.198730
	Iteration 121Q: 3 clusters Score -3400647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -3400649.250000 Penalty: 5114.198730
	Iteration 122Q: 3 clusters Score -3400649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 25592 members 
Entering Unmasked Estep 
Score: -3400648.750000 Penalty: 5114.198730
	Iteration 123Q: 3 clusters Score -3400649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 25592 members 
Entering Unmasked Estep 
Score: -3400648.750000 Penalty: 5114.198730
	Iteration 124F: 3 clusters Score -3400649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (25125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Entering Unmasked Estep 
Score: -2987859.000000 Penalty: 2512.641357
	Iteration 0F: 2 clusters Score -2987859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -2970499.250000 Penalty: 5025.282715
	Iteration 0F: 3 clusters Score -2970499 nChanged 11201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -2976865.750000 Penalty: 5025.282715
	Iteration 1F: 3 clusters Score -2976866 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -2977790.000000 Penalty: 5025.282715
	Iteration 2F: 3 clusters Score -2977790 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -2978831.250000 Penalty: 5025.282715
	Iteration 3F: 3 clusters Score -2978831 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -2979790.500000 Penalty: 5025.282715
	Iteration 4F: 3 clusters Score -2979790 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -2980661.250000 Penalty: 5025.282715
	Iteration 5F: 3 clusters Score -2980661 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -2981395.250000 Penalty: 5025.282715
	Iteration 6F: 3 clusters Score -2981395 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -2982029.000000 Penalty: 5025.282715
	Iteration 7Q: 3 clusters Score -2982029 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -2982546.250000 Penalty: 5025.282715
	Iteration 8Q: 3 clusters Score -2982546 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -2982932.250000 Penalty: 5025.282715
	Iteration 9Q: 3 clusters Score -2982932 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -2983252.250000 Penalty: 5025.282715
	Iteration 10Q: 3 clusters Score -2983252 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -2983501.000000 Penalty: 5025.282715
	Iteration 11Q: 3 clusters Score -2983501 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -2983757.750000 Penalty: 5025.282715
	Iteration 12Q: 3 clusters Score -2983758 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -2983965.000000 Penalty: 5025.282715
	Iteration 13Q: 3 clusters Score -2983965 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -2984187.500000 Penalty: 5025.282715
	Iteration 14Q: 3 clusters Score -2984188 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -2984396.750000 Penalty: 5025.282715
	Iteration 15Q: 3 clusters Score -2984397 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -2984641.500000 Penalty: 5025.282715
	Iteration 16Q: 3 clusters Score -2984642 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -2984854.000000 Penalty: 5025.282715
	Iteration 17Q: 3 clusters Score -2984854 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -2985081.000000 Penalty: 5025.282715
	Iteration 18Q: 3 clusters Score -2985081 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -2985307.750000 Penalty: 5025.282715
	Iteration 19Q: 3 clusters Score -2985308 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -2985540.250000 Penalty: 5025.282715
	Iteration 20F: 3 clusters Score -2985540 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -2985739.000000 Penalty: 5025.282715
	Iteration 21Q: 3 clusters Score -2985739 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2985900.750000 Penalty: 5025.282715
	Iteration 22Q: 3 clusters Score -2985901 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2986052.000000 Penalty: 5025.282715
	Iteration 23Q: 3 clusters Score -2986052 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2986183.750000 Penalty: 5025.282715
	Iteration 24Q: 3 clusters Score -2986184 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2986273.750000 Penalty: 5025.282715
	Iteration 25Q: 3 clusters Score -2986274 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2986314.000000 Penalty: 5025.282715
	Iteration 26Q: 3 clusters Score -2986314 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2986352.000000 Penalty: 5025.282715
	Iteration 27Q: 3 clusters Score -2986352 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2986380.750000 Penalty: 5025.282715
	Iteration 28Q: 3 clusters Score -2986381 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2986404.750000 Penalty: 5025.282715
	Iteration 29Q: 3 clusters Score -2986405 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2986429.250000 Penalty: 5025.282715
	Iteration 30Q: 3 clusters Score -2986429 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2986454.250000 Penalty: 5025.282715
	Iteration 31Q: 3 clusters Score -2986454 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2986473.500000 Penalty: 5025.282715
	Iteration 32Q: 3 clusters Score -2986474 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2986499.000000 Penalty: 5025.282715
	Iteration 33Q: 3 clusters Score -2986499 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2986510.000000 Penalty: 5025.282715
	Iteration 34Q: 3 clusters Score -2986510 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2986518.750000 Penalty: 5025.282715
	Iteration 35Q: 3 clusters Score -2986519 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2986524.000000 Penalty: 5025.282715
	Iteration 36Q: 3 clusters Score -2986524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2986522.250000 Penalty: 5025.282715
	Iteration 37Q: 3 clusters Score -2986522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2986519.000000 Penalty: 5025.282715
	Iteration 38Q: 3 clusters Score -2986519 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2986524.000000 Penalty: 5025.282715
	Iteration 39Q: 3 clusters Score -2986524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2986534.500000 Penalty: 5025.282715
	Iteration 40F: 3 clusters Score -2986534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2986548.250000 Penalty: 5025.282715
	Iteration 41Q: 3 clusters Score -2986548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2986550.750000 Penalty: 5025.282715
	Iteration 42Q: 3 clusters Score -2986551 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2986559.250000 Penalty: 5025.282715
	Iteration 43Q: 3 clusters Score -2986559 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2986569.000000 Penalty: 5025.282715
	Iteration 44Q: 3 clusters Score -2986569 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2986569.750000 Penalty: 5025.282715
	Iteration 45Q: 3 clusters Score -2986570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2986570.000000 Penalty: 5025.282715
	Iteration 46Q: 3 clusters Score -2986570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2986575.250000 Penalty: 5025.282715
	Iteration 47Q: 3 clusters Score -2986575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2986573.000000 Penalty: 5025.282715
	Iteration 48Q: 3 clusters Score -2986573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2986576.000000 Penalty: 5025.282715
	Iteration 49Q: 3 clusters Score -2986576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2986579.500000 Penalty: 5025.282715
	Iteration 50Q: 3 clusters Score -2986580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2986580.250000 Penalty: 5025.282715
	Iteration 51Q: 3 clusters Score -2986580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2986577.000000 Penalty: 5025.282715
	Iteration 52Q: 3 clusters Score -2986577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2986577.000000 Penalty: 5025.282715
	Iteration 53F: 3 clusters Score -2986577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (82333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82333 members 
Entering Unmasked Estep 
Score: -10053568.000000 Penalty: 2806.994629
	Iteration 0F: 2 clusters Score -1.005357e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41267 members 
Mstep: Class 2 contains 41066 members 
Entering Unmasked Estep 
Score: -9998436.000000 Penalty: 5613.989258
	Iteration 0F: 3 clusters Score -9998436 nChanged 38859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43152 members 
Mstep: Class 2 contains 39181 members 
Entering Unmasked Estep 
Score: -10021207.000000 Penalty: 5613.989258
	Iteration 1F: 3 clusters Score -1.002121e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44663 members 
Mstep: Class 2 contains 37670 members 
Entering Unmasked Estep 
Score: -10022534.000000 Penalty: 5613.989258
	Iteration 2Q: 3 clusters Score -1.002253e+07 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46847 members 
Mstep: Class 2 contains 35486 members 
Entering Unmasked Estep 
Score: -10024308.000000 Penalty: 5613.989258
	Iteration 3F: 3 clusters Score -1.002431e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49825 members 
Mstep: Class 2 contains 32508 members 
Entering Unmasked Estep 
Score: -10026652.000000 Penalty: 5613.989258
	Iteration 4F: 3 clusters Score -1.002665e+07 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53621 members 
Mstep: Class 2 contains 28712 members 
Entering Unmasked Estep 
Score: -10029520.000000 Penalty: 5613.989258
	Iteration 5F: 3 clusters Score -1.002952e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57996 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -10032916.000000 Penalty: 5613.989258
	Iteration 6F: 3 clusters Score -1.003292e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62658 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -10036373.000000 Penalty: 5613.989258
	Iteration 7F: 3 clusters Score -1.003637e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67285 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -10039798.000000 Penalty: 5613.989258
	Iteration 8F: 3 clusters Score -1.00398e+07 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71511 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -10043113.000000 Penalty: 5613.989258
	Iteration 9F: 3 clusters Score -1.004311e+07 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75077 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -10045817.000000 Penalty: 5613.989258
	Iteration 10Q: 3 clusters Score -1.004582e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77713 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -10047907.000000 Penalty: 5613.989258
	Iteration 11Q: 3 clusters Score -1.004791e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79496 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -10049193.000000 Penalty: 5613.989258
	Iteration 12Q: 3 clusters Score -1.004919e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80607 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -10050047.000000 Penalty: 5613.989258
	Iteration 13Q: 3 clusters Score -1.005005e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81216 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -10050526.000000 Penalty: 5613.989258
	Iteration 14Q: 3 clusters Score -1.005053e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81535 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -10050787.000000 Penalty: 5613.989258
	Iteration 15Q: 3 clusters Score -1.005079e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81713 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -10050928.000000 Penalty: 5613.989258
	Iteration 16Q: 3 clusters Score -1.005093e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81790 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -10050986.000000 Penalty: 5613.989258
	Iteration 17Q: 3 clusters Score -1.005099e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81830 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -10050999.000000 Penalty: 5613.989258
	Iteration 18Q: 3 clusters Score -1.0051e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81859 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -10051034.000000 Penalty: 5613.989258
	Iteration 19Q: 3 clusters Score -1.005103e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81870 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -10051047.000000 Penalty: 5613.989258
	Iteration 20F: 3 clusters Score -1.005105e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81876 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -10051061.000000 Penalty: 5613.989258
	Iteration 21Q: 3 clusters Score -1.005106e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81895 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -10051072.000000 Penalty: 5613.989258
	Iteration 22Q: 3 clusters Score -1.005107e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81905 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -10051093.000000 Penalty: 5613.989258
	Iteration 23Q: 3 clusters Score -1.005109e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81915 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -10051107.000000 Penalty: 5613.989258
	Iteration 24Q: 3 clusters Score -1.005111e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81922 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -10051105.000000 Penalty: 5613.989258
	Iteration 25Q: 3 clusters Score -1.00511e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81925 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -10051121.000000 Penalty: 5613.989258
	Iteration 26Q: 3 clusters Score -1.005112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81927 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -10051122.000000 Penalty: 5613.989258
	Iteration 27Q: 3 clusters Score -1.005112e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81928 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -10051123.000000 Penalty: 5613.989258
	Iteration 28Q: 3 clusters Score -1.005112e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81928 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -10051123.000000 Penalty: 5613.989258
	Iteration 29F: 3 clusters Score -1.005112e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (24718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Entering Unmasked Estep 
Score: -2892599.500000 Penalty: 2508.591064
	Iteration 0F: 2 clusters Score -2892600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -2875333.250000 Penalty: 5017.182129
	Iteration 0F: 3 clusters Score -2875333 nChanged 11167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -2881436.000000 Penalty: 5017.182129
	Iteration 1F: 3 clusters Score -2881436 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -2882019.000000 Penalty: 5017.182129
	Iteration 2F: 3 clusters Score -2882019 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -2882614.000000 Penalty: 5017.182129
	Iteration 3F: 3 clusters Score -2882614 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -2883335.750000 Penalty: 5017.182129
	Iteration 4F: 3 clusters Score -2883336 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -2884234.250000 Penalty: 5017.182129
	Iteration 5F: 3 clusters Score -2884234 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -2885399.500000 Penalty: 5017.182129
	Iteration 6F: 3 clusters Score -2885400 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -2886683.750000 Penalty: 5017.182129
	Iteration 7F: 3 clusters Score -2886684 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -2887766.250000 Penalty: 5017.182129
	Iteration 8F: 3 clusters Score -2887766 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -2888540.000000 Penalty: 5017.182129
	Iteration 9Q: 3 clusters Score -2888540 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -2889106.250000 Penalty: 5017.182129
	Iteration 10Q: 3 clusters Score -2889106 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -2889554.250000 Penalty: 5017.182129
	Iteration 11Q: 3 clusters Score -2889554 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -2890041.500000 Penalty: 5017.182129
	Iteration 12Q: 3 clusters Score -2890042 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -2890503.500000 Penalty: 5017.182129
	Iteration 13Q: 3 clusters Score -2890504 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -2890748.750000 Penalty: 5017.182129
	Iteration 14Q: 3 clusters Score -2890749 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -2890860.500000 Penalty: 5017.182129
	Iteration 15Q: 3 clusters Score -2890860 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -2890921.250000 Penalty: 5017.182129
	Iteration 16Q: 3 clusters Score -2890921 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -2890960.000000 Penalty: 5017.182129
	Iteration 17Q: 3 clusters Score -2890960 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -2890985.500000 Penalty: 5017.182129
	Iteration 18Q: 3 clusters Score -2890986 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -2890999.750000 Penalty: 5017.182129
	Iteration 19Q: 3 clusters Score -2891000 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -2891014.000000 Penalty: 5017.182129
	Iteration 20F: 3 clusters Score -2891014 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -2891029.250000 Penalty: 5017.182129
	Iteration 21Q: 3 clusters Score -2891029 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -2891036.500000 Penalty: 5017.182129
	Iteration 22Q: 3 clusters Score -2891036 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -2891050.250000 Penalty: 5017.182129
	Iteration 23Q: 3 clusters Score -2891050 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -2891061.250000 Penalty: 5017.182129
	Iteration 24Q: 3 clusters Score -2891061 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -2891066.500000 Penalty: 5017.182129
	Iteration 25Q: 3 clusters Score -2891066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -2891075.750000 Penalty: 5017.182129
	Iteration 26Q: 3 clusters Score -2891076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -2891075.250000 Penalty: 5017.182129
	Iteration 27Q: 3 clusters Score -2891075 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -2891079.500000 Penalty: 5017.182129
	Iteration 28Q: 3 clusters Score -2891080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -2891084.750000 Penalty: 5017.182129
	Iteration 29Q: 3 clusters Score -2891085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -2891087.000000 Penalty: 5017.182129
	Iteration 30Q: 3 clusters Score -2891087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -2891087.250000 Penalty: 5017.182129
	Iteration 31Q: 3 clusters Score -2891087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -2891093.000000 Penalty: 5017.182129
	Iteration 32Q: 3 clusters Score -2891093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -2891090.250000 Penalty: 5017.182129
	Iteration 33Q: 3 clusters Score -2891090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -2891094.750000 Penalty: 5017.182129
	Iteration 34Q: 3 clusters Score -2891095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -2891094.500000 Penalty: 5017.182129
	Iteration 35Q: 3 clusters Score -2891094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -2891094.500000 Penalty: 5017.182129
	Iteration 36F: 3 clusters Score -2891094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Entering Unmasked Estep 
Score: -1516594.375000 Penalty: 2358.957520
	Iteration 0F: 2 clusters Score -1516594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1506714.250000 Penalty: 4717.915039
	Iteration 0F: 3 clusters Score -1506714 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1509814.625000 Penalty: 4717.915039
	Iteration 1F: 3 clusters Score -1509815 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1510351.375000 Penalty: 4717.915039
	Iteration 2F: 3 clusters Score -1510351 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1510858.375000 Penalty: 4717.915039
	Iteration 3F: 3 clusters Score -1510858 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1511459.000000 Penalty: 4717.915039
	Iteration 4F: 3 clusters Score -1511459 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1512120.125000 Penalty: 4717.915039
	Iteration 5F: 3 clusters Score -1512120 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1512908.000000 Penalty: 4717.915039
	Iteration 6F: 3 clusters Score -1512908 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1513775.250000 Penalty: 4717.915039
	Iteration 7F: 3 clusters Score -1513775 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1514484.250000 Penalty: 4717.915039
	Iteration 8F: 3 clusters Score -1514484 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1514879.375000 Penalty: 4717.915039
	Iteration 9Q: 3 clusters Score -1514879 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1515086.250000 Penalty: 4717.915039
	Iteration 10Q: 3 clusters Score -1515086 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1515230.250000 Penalty: 4717.915039
	Iteration 11Q: 3 clusters Score -1515230 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1515330.750000 Penalty: 4717.915039
	Iteration 12Q: 3 clusters Score -1515331 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1515394.125000 Penalty: 4717.915039
	Iteration 13Q: 3 clusters Score -1515394 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1515448.000000 Penalty: 4717.915039
	Iteration 14Q: 3 clusters Score -1515448 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1515499.875000 Penalty: 4717.915039
	Iteration 15Q: 3 clusters Score -1515500 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1515543.625000 Penalty: 4717.915039
	Iteration 16Q: 3 clusters Score -1515544 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1515597.125000 Penalty: 4717.915039
	Iteration 17Q: 3 clusters Score -1515597 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1515646.000000 Penalty: 4717.915039
	Iteration 18Q: 3 clusters Score -1515646 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1515682.250000 Penalty: 4717.915039
	Iteration 19Q: 3 clusters Score -1515682 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1515725.875000 Penalty: 4717.915039
	Iteration 20F: 3 clusters Score -1515726 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1515761.500000 Penalty: 4717.915039
	Iteration 21Q: 3 clusters Score -1515762 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1515797.125000 Penalty: 4717.915039
	Iteration 22Q: 3 clusters Score -1515797 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1515829.000000 Penalty: 4717.915039
	Iteration 23Q: 3 clusters Score -1515829 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1515859.875000 Penalty: 4717.915039
	Iteration 24Q: 3 clusters Score -1515860 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1515883.875000 Penalty: 4717.915039
	Iteration 25Q: 3 clusters Score -1515884 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1515924.375000 Penalty: 4717.915039
	Iteration 26Q: 3 clusters Score -1515924 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1515947.875000 Penalty: 4717.915039
	Iteration 27Q: 3 clusters Score -1515948 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1515965.500000 Penalty: 4717.915039
	Iteration 28Q: 3 clusters Score -1515966 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1515984.250000 Penalty: 4717.915039
	Iteration 29Q: 3 clusters Score -1515984 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1515999.500000 Penalty: 4717.915039
	Iteration 30Q: 3 clusters Score -1516000 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1516010.500000 Penalty: 4717.915039
	Iteration 31Q: 3 clusters Score -1516010 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1516022.125000 Penalty: 4717.915039
	Iteration 32Q: 3 clusters Score -1516022 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1516026.750000 Penalty: 4717.915039
	Iteration 33Q: 3 clusters Score -1516027 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1516036.125000 Penalty: 4717.915039
	Iteration 34Q: 3 clusters Score -1516036 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1516042.750000 Penalty: 4717.915039
	Iteration 35Q: 3 clusters Score -1516043 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1516049.750000 Penalty: 4717.915039
	Iteration 36Q: 3 clusters Score -1516050 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1516053.625000 Penalty: 4717.915039
	Iteration 37Q: 3 clusters Score -1516054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1516053.250000 Penalty: 4717.915039
	Iteration 38Q: 3 clusters Score -1516053 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1516058.375000 Penalty: 4717.915039
	Iteration 39Q: 3 clusters Score -1516058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1516060.625000 Penalty: 4717.915039
	Iteration 40F: 3 clusters Score -1516061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1516062.875000 Penalty: 4717.915039
	Iteration 41Q: 3 clusters Score -1516063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1516067.750000 Penalty: 4717.915039
	Iteration 42Q: 3 clusters Score -1516068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1516066.750000 Penalty: 4717.915039
	Iteration 43Q: 3 clusters Score -1516067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1516067.125000 Penalty: 4717.915039
	Iteration 44Q: 3 clusters Score -1516067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1516069.375000 Penalty: 4717.915039
	Iteration 45Q: 3 clusters Score -1516069 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1516069.625000 Penalty: 4717.915039
	Iteration 46Q: 3 clusters Score -1516070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1516073.125000 Penalty: 4717.915039
	Iteration 47Q: 3 clusters Score -1516073 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1516077.125000 Penalty: 4717.915039
	Iteration 48Q: 3 clusters Score -1516077 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1516077.250000 Penalty: 4717.915039
	Iteration 49Q: 3 clusters Score -1516077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1516080.750000 Penalty: 4717.915039
	Iteration 50Q: 3 clusters Score -1516081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1516082.750000 Penalty: 4717.915039
	Iteration 51Q: 3 clusters Score -1516083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1516083.500000 Penalty: 4717.915039
	Iteration 52Q: 3 clusters Score -1516084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1516084.375000 Penalty: 4717.915039
	Iteration 53Q: 3 clusters Score -1516084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1516085.000000 Penalty: 4717.915039
	Iteration 54Q: 3 clusters Score -1516085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1516085.000000 Penalty: 4717.915039
	Iteration 55Q: 3 clusters Score -1516085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1516084.000000 Penalty: 4717.915039
	Iteration 56Q: 3 clusters Score -1516084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1516084.000000 Penalty: 4717.915039
	Iteration 57F: 3 clusters Score -1516084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (332543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332543 members 
Entering Unmasked Estep 
Score: -40426864.000000 Penalty: 3153.201904
	Iteration 0F: 2 clusters Score -4.042686e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166328 members 
Mstep: Class 2 contains 166215 members 
Entering Unmasked Estep 
Score: -40238768.000000 Penalty: 6306.403809
	Iteration 0F: 3 clusters Score -4.023877e+07 nChanged 161375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167039 members 
Mstep: Class 2 contains 165504 members 
Entering Unmasked Estep 
Score: -40335012.000000 Penalty: 6306.403809
	Iteration 1F: 3 clusters Score -4.033501e+07 nChanged 8447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166822 members 
Mstep: Class 2 contains 165721 members 
Entering Unmasked Estep 
Score: -40336484.000000 Penalty: 6306.403809
	Iteration 2Q: 3 clusters Score -4.033648e+07 nChanged 8965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166237 members 
Mstep: Class 2 contains 166306 members 
Entering Unmasked Estep 
Score: -40338256.000000 Penalty: 6306.403809
	Iteration 3Q: 3 clusters Score -4.033826e+07 nChanged 10174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165219 members 
Mstep: Class 2 contains 167324 members 
Entering Unmasked Estep 
Score: -40340844.000000 Penalty: 6306.403809
	Iteration 4Q: 3 clusters Score -4.034084e+07 nChanged 11958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163441 members 
Mstep: Class 2 contains 169102 members 
Entering Unmasked Estep 
Score: -40344464.000000 Penalty: 6306.403809
	Iteration 5Q: 3 clusters Score -4.034446e+07 nChanged 14084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160771 members 
Mstep: Class 2 contains 171772 members 
Entering Unmasked Estep 
Score: -40349416.000000 Penalty: 6306.403809
	Iteration 6Q: 3 clusters Score -4.034942e+07 nChanged 16303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157300 members 
Mstep: Class 2 contains 175243 members 
Entering Unmasked Estep 
Score: -40355868.000000 Penalty: 6306.403809
	Iteration 7Q: 3 clusters Score -4.035587e+07 nChanged 17390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153296 members 
Mstep: Class 2 contains 179247 members 
Entering Unmasked Estep 
Score: -40363044.000000 Penalty: 6306.403809
	Iteration 8F: 3 clusters Score -4.036304e+07 nChanged 17324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149258 members 
Mstep: Class 2 contains 183285 members 
Entering Unmasked Estep 
Score: -40369620.000000 Penalty: 6306.403809
	Iteration 9F: 3 clusters Score -4.036962e+07 nChanged 16105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145265 members 
Mstep: Class 2 contains 187278 members 
Entering Unmasked Estep 
Score: -40374964.000000 Penalty: 6306.403809
	Iteration 10Q: 3 clusters Score -4.037496e+07 nChanged 14322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141103 members 
Mstep: Class 2 contains 191440 members 
Entering Unmasked Estep 
Score: -40378968.000000 Penalty: 6306.403809
	Iteration 11Q: 3 clusters Score -4.037897e+07 nChanged 12489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136552 members 
Mstep: Class 2 contains 195991 members 
Entering Unmasked Estep 
Score: -40381300.000000 Penalty: 6306.403809
	Iteration 12Q: 3 clusters Score -4.03813e+07 nChanged 10277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131739 members 
Mstep: Class 2 contains 200804 members 
Entering Unmasked Estep 
Score: -40382756.000000 Penalty: 6306.403809
	Iteration 13Q: 3 clusters Score -4.038276e+07 nChanged 8490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126731 members 
Mstep: Class 2 contains 205812 members 
Entering Unmasked Estep 
Score: -40383464.000000 Penalty: 6306.403809
	Iteration 14Q: 3 clusters Score -4.038346e+07 nChanged 7426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121297 members 
Mstep: Class 2 contains 211246 members 
Entering Unmasked Estep 
Score: -40383656.000000 Penalty: 6306.403809
	Iteration 15Q: 3 clusters Score -4.038366e+07 nChanged 6802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115451 members 
Mstep: Class 2 contains 217092 members 
Entering Unmasked Estep 
Score: -40383256.000000 Penalty: 6306.403809
	Iteration 16Q: 3 clusters Score -4.038326e+07 nChanged 6819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109044 members 
Mstep: Class 2 contains 223499 members 
Entering Unmasked Estep 
Score: -40383264.000000 Penalty: 6306.403809
	Iteration 17Q: 3 clusters Score -4.038326e+07 nChanged 7135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102047 members 
Mstep: Class 2 contains 230496 members 
Entering Unmasked Estep 
Score: -40383548.000000 Penalty: 6306.403809
	Iteration 18Q: 3 clusters Score -4.038355e+07 nChanged 7671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94408 members 
Mstep: Class 2 contains 238135 members 
Entering Unmasked Estep 
Score: -40384032.000000 Penalty: 6306.403809
	Iteration 19Q: 3 clusters Score -4.038403e+07 nChanged 8792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85618 members 
Mstep: Class 2 contains 246925 members 
Entering Unmasked Estep 
Score: -40384960.000000 Penalty: 6306.403809
	Iteration 20F: 3 clusters Score -4.038496e+07 nChanged 9827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75791 members 
Mstep: Class 2 contains 256752 members 
Entering Unmasked Estep 
Score: -40386724.000000 Penalty: 6306.403809
	Iteration 21Q: 3 clusters Score -4.038672e+07 nChanged 10576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65215 members 
Mstep: Class 2 contains 267328 members 
Entering Unmasked Estep 
Score: -40389220.000000 Penalty: 6306.403809
	Iteration 22Q: 3 clusters Score -4.038922e+07 nChanged 11241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53974 members 
Mstep: Class 2 contains 278569 members 
Entering Unmasked Estep 
Score: -40393332.000000 Penalty: 6306.403809
	Iteration 23Q: 3 clusters Score -4.039333e+07 nChanged 11230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42744 members 
Mstep: Class 2 contains 289799 members 
Entering Unmasked Estep 
Score: -40398308.000000 Penalty: 6306.403809
	Iteration 24Q: 3 clusters Score -4.039831e+07 nChanged 10639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32105 members 
Mstep: Class 2 contains 300438 members 
Entering Unmasked Estep 
Score: -40403676.000000 Penalty: 6306.403809
	Iteration 25Q: 3 clusters Score -4.040368e+07 nChanged 9273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 309711 members 
Entering Unmasked Estep 
Score: -40409416.000000 Penalty: 6306.403809
	Iteration 26Q: 3 clusters Score -4.040942e+07 nChanged 7490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 317201 members 
Entering Unmasked Estep 
Score: -40414660.000000 Penalty: 6306.403809
	Iteration 27Q: 3 clusters Score -4.041466e+07 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 322659 members 
Entering Unmasked Estep 
Score: -40418212.000000 Penalty: 6306.403809
	Iteration 28Q: 3 clusters Score -4.041821e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 326278 members 
Entering Unmasked Estep 
Score: -40420844.000000 Penalty: 6306.403809
	Iteration 29Q: 3 clusters Score -4.042084e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 328458 members 
Entering Unmasked Estep 
Score: -40422324.000000 Penalty: 6306.403809
	Iteration 30Q: 3 clusters Score -4.042232e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 329661 members 
Entering Unmasked Estep 
Score: -40423332.000000 Penalty: 6306.403809
	Iteration 31Q: 3 clusters Score -4.042333e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 330333 members 
Entering Unmasked Estep 
Score: -40423820.000000 Penalty: 6306.403809
	Iteration 32Q: 3 clusters Score -4.042382e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 330714 members 
Entering Unmasked Estep 
Score: -40424116.000000 Penalty: 6306.403809
	Iteration 33Q: 3 clusters Score -4.042412e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 330934 members 
Entering Unmasked Estep 
Score: -40424308.000000 Penalty: 6306.403809
	Iteration 34Q: 3 clusters Score -4.042431e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 331042 members 
Entering Unmasked Estep 
Score: -40424424.000000 Penalty: 6306.403809
	Iteration 35Q: 3 clusters Score -4.042442e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 331117 members 
Entering Unmasked Estep 
Score: -40424516.000000 Penalty: 6306.403809
	Iteration 36Q: 3 clusters Score -4.042452e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 331162 members 
Entering Unmasked Estep 
Score: -40424524.000000 Penalty: 6306.403809
	Iteration 37Q: 3 clusters Score -4.042452e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 331184 members 
Entering Unmasked Estep 
Score: -40424504.000000 Penalty: 6306.403809
	Iteration 38Q: 3 clusters Score -4.04245e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 331200 members 
Entering Unmasked Estep 
Score: -40424560.000000 Penalty: 6306.403809
	Iteration 39Q: 3 clusters Score -4.042456e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 331219 members 
Entering Unmasked Estep 
Score: -40424588.000000 Penalty: 6306.403809
	Iteration 40F: 3 clusters Score -4.042459e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 331247 members 
Entering Unmasked Estep 
Score: -40424596.000000 Penalty: 6306.403809
	Iteration 41Q: 3 clusters Score -4.04246e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 331267 members 
Entering Unmasked Estep 
Score: -40424624.000000 Penalty: 6306.403809
	Iteration 42Q: 3 clusters Score -4.042462e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 331288 members 
Entering Unmasked Estep 
Score: -40424616.000000 Penalty: 6306.403809
	Iteration 43Q: 3 clusters Score -4.042462e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 331301 members 
Entering Unmasked Estep 
Score: -40424648.000000 Penalty: 6306.403809
	Iteration 44Q: 3 clusters Score -4.042465e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 331303 members 
Entering Unmasked Estep 
Score: -40424664.000000 Penalty: 6306.403809
	Iteration 45Q: 3 clusters Score -4.042466e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 331303 members 
Entering Unmasked Estep 
Score: -40424628.000000 Penalty: 6306.403809
	Iteration 46Q: 3 clusters Score -4.042463e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 331297 members 
Entering Unmasked Estep 
Score: -40424668.000000 Penalty: 6306.403809
	Iteration 47Q: 3 clusters Score -4.042467e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 331291 members 
Entering Unmasked Estep 
Score: -40424688.000000 Penalty: 6306.403809
	Iteration 48Q: 3 clusters Score -4.042469e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 331295 members 
Entering Unmasked Estep 
Score: -40424696.000000 Penalty: 6306.403809
	Iteration 49Q: 3 clusters Score -4.04247e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 331295 members 
Entering Unmasked Estep 
Score: -40424704.000000 Penalty: 6306.403809
	Iteration 50Q: 3 clusters Score -4.04247e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 331300 members 
Entering Unmasked Estep 
Score: -40424696.000000 Penalty: 6306.403809
	Iteration 51Q: 3 clusters Score -4.04247e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 331305 members 
Entering Unmasked Estep 
Score: -40424688.000000 Penalty: 6306.403809
	Iteration 52Q: 3 clusters Score -4.042469e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 331307 members 
Entering Unmasked Estep 
Score: -40424684.000000 Penalty: 6306.403809
	Iteration 53Q: 3 clusters Score -4.042468e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 331314 members 
Entering Unmasked Estep 
Score: -40424728.000000 Penalty: 6306.403809
	Iteration 54Q: 3 clusters Score -4.042473e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 331315 members 
Entering Unmasked Estep 
Score: -40424736.000000 Penalty: 6306.403809
	Iteration 55Q: 3 clusters Score -4.042474e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 331318 members 
Entering Unmasked Estep 
Score: -40424748.000000 Penalty: 6306.403809
	Iteration 56Q: 3 clusters Score -4.042475e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 331320 members 
Entering Unmasked Estep 
Score: -40424764.000000 Penalty: 6306.403809
	Iteration 57Q: 3 clusters Score -4.042476e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 331323 members 
Entering Unmasked Estep 
Score: -40424756.000000 Penalty: 6306.403809
	Iteration 58Q: 3 clusters Score -4.042476e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 331324 members 
Entering Unmasked Estep 
Score: -40424760.000000 Penalty: 6306.403809
	Iteration 59Q: 3 clusters Score -4.042476e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 331322 members 
Entering Unmasked Estep 
Score: -40424760.000000 Penalty: 6306.403809
	Iteration 60F: 3 clusters Score -4.042476e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 331323 members 
Entering Unmasked Estep 
Score: -40424756.000000 Penalty: 6306.403809
	Iteration 61Q: 3 clusters Score -4.042476e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 331327 members 
Entering Unmasked Estep 
Score: -40424748.000000 Penalty: 6306.403809
	Iteration 62Q: 3 clusters Score -4.042475e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 331334 members 
Entering Unmasked Estep 
Score: -40424748.000000 Penalty: 6306.403809
	Iteration 63Q: 3 clusters Score -4.042475e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 331338 members 
Entering Unmasked Estep 
Score: -40424736.000000 Penalty: 6306.403809
	Iteration 64Q: 3 clusters Score -4.042474e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 331338 members 
Entering Unmasked Estep 
Score: -40424740.000000 Penalty: 6306.403809
	Iteration 65Q: 3 clusters Score -4.042474e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 331338 members 
Entering Unmasked Estep 
Score: -40424748.000000 Penalty: 6306.403809
	Iteration 66Q: 3 clusters Score -4.042475e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 331339 members 
Entering Unmasked Estep 
Score: -40424732.000000 Penalty: 6306.403809
	Iteration 67Q: 3 clusters Score -4.042473e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 331339 members 
Entering Unmasked Estep 
Score: -40424752.000000 Penalty: 6306.403809
	Iteration 68Q: 3 clusters Score -4.042475e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 331340 members 
Entering Unmasked Estep 
Score: -40424724.000000 Penalty: 6306.403809
	Iteration 69Q: 3 clusters Score -4.042472e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 331340 members 
Entering Unmasked Estep 
Score: -40424740.000000 Penalty: 6306.403809
	Iteration 70Q: 3 clusters Score -4.042474e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 331340 members 
Entering Unmasked Estep 
Score: -40424740.000000 Penalty: 6306.403809
	Iteration 71F: 3 clusters Score -4.042474e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (203321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203321 members 
Entering Unmasked Estep 
Score: -25136962.000000 Penalty: 3031.190186
	Iteration 0F: 2 clusters Score -2.513696e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101279 members 
Mstep: Class 2 contains 102042 members 
Entering Unmasked Estep 
Score: -25003662.000000 Penalty: 6062.380371
	Iteration 0F: 3 clusters Score -2.500366e+07 nChanged 97615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95894 members 
Mstep: Class 2 contains 107427 members 
Entering Unmasked Estep 
Score: -25061110.000000 Penalty: 6062.380371
	Iteration 1F: 3 clusters Score -2.506111e+07 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92567 members 
Mstep: Class 2 contains 110754 members 
Entering Unmasked Estep 
Score: -25062562.000000 Penalty: 6062.380371
	Iteration 2Q: 3 clusters Score -2.506256e+07 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87498 members 
Mstep: Class 2 contains 115823 members 
Entering Unmasked Estep 
Score: -25064794.000000 Penalty: 6062.380371
	Iteration 3Q: 3 clusters Score -2.506479e+07 nChanged 8746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79696 members 
Mstep: Class 2 contains 123625 members 
Entering Unmasked Estep 
Score: -25068504.000000 Penalty: 6062.380371
	Iteration 4Q: 3 clusters Score -2.50685e+07 nChanged 12000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68118 members 
Mstep: Class 2 contains 135203 members 
Entering Unmasked Estep 
Score: -25075204.000000 Penalty: 6062.380371
	Iteration 5F: 3 clusters Score -2.50752e+07 nChanged 16156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52072 members 
Mstep: Class 2 contains 151249 members 
Entering Unmasked Estep 
Score: -25087488.000000 Penalty: 6062.380371
	Iteration 6F: 3 clusters Score -2.508749e+07 nChanged 18990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33098 members 
Mstep: Class 2 contains 170223 members 
Entering Unmasked Estep 
Score: -25105106.000000 Penalty: 6062.380371
	Iteration 7F: 3 clusters Score -2.510511e+07 nChanged 17200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 187423 members 
Entering Unmasked Estep 
Score: -25121772.000000 Penalty: 6062.380371
	Iteration 8F: 3 clusters Score -2.512177e+07 nChanged 10267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 197688 members 
Entering Unmasked Estep 
Score: -25130078.000000 Penalty: 6062.380371
	Iteration 9F: 3 clusters Score -2.513008e+07 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 201586 members 
Entering Unmasked Estep 
Score: -25133114.000000 Penalty: 6062.380371
	Iteration 10Q: 3 clusters Score -2.513311e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 202668 members 
Entering Unmasked Estep 
Score: -25133840.000000 Penalty: 6062.380371
	Iteration 11Q: 3 clusters Score -2.513384e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 202946 members 
Entering Unmasked Estep 
Score: -25134070.000000 Penalty: 6062.380371
	Iteration 12Q: 3 clusters Score -2.513407e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 203022 members 
Entering Unmasked Estep 
Score: -25134182.000000 Penalty: 6062.380371
	Iteration 13Q: 3 clusters Score -2.513418e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 203055 members 
Entering Unmasked Estep 
Score: -25134258.000000 Penalty: 6062.380371
	Iteration 14Q: 3 clusters Score -2.513426e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 203064 members 
Entering Unmasked Estep 
Score: -25134296.000000 Penalty: 6062.380371
	Iteration 15Q: 3 clusters Score -2.51343e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 203074 members 
Entering Unmasked Estep 
Score: -25134312.000000 Penalty: 6062.380371
	Iteration 16Q: 3 clusters Score -2.513431e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 203077 members 
Entering Unmasked Estep 
Score: -25134310.000000 Penalty: 6062.380371
	Iteration 17Q: 3 clusters Score -2.513431e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 203076 members 
Entering Unmasked Estep 
Score: -25134314.000000 Penalty: 6062.380371
	Iteration 18Q: 3 clusters Score -2.513431e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 203075 members 
Entering Unmasked Estep 
Score: -25134308.000000 Penalty: 6062.380371
	Iteration 19Q: 3 clusters Score -2.513431e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 203075 members 
Entering Unmasked Estep 
Score: -25134308.000000 Penalty: 6062.380371
	Iteration 20F: 3 clusters Score -2.513431e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Entering Unmasked Estep 
Score: -101004.585938 Penalty: 1718.277344
	Iteration 0F: 2 clusters Score -101004.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -99159.601562 Penalty: 3436.554688
	Iteration 0F: 3 clusters Score -99159.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -99641.468750 Penalty: 3436.554688
	Iteration 1F: 3 clusters Score -99641.47 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -99820.148438 Penalty: 3436.554688
	Iteration 2F: 3 clusters Score -99820.15 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -99908.328125 Penalty: 3436.554688
	Iteration 3F: 3 clusters Score -99908.33 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -99979.625000 Penalty: 3436.554688
	Iteration 4Q: 3 clusters Score -99979.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -100024.585938 Penalty: 3436.554688
	Iteration 5Q: 3 clusters Score -100024.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -100078.453125 Penalty: 3436.554688
	Iteration 6Q: 3 clusters Score -100078.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -100119.109375 Penalty: 3436.554688
	Iteration 7Q: 3 clusters Score -100119.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -100141.960938 Penalty: 3436.554688
	Iteration 8Q: 3 clusters Score -100142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -100157.554688 Penalty: 3436.554688
	Iteration 9Q: 3 clusters Score -100157.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -100174.375000 Penalty: 3436.554688
	Iteration 10Q: 3 clusters Score -100174.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -100183.382812 Penalty: 3436.554688
	Iteration 11Q: 3 clusters Score -100183.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -100196.601562 Penalty: 3436.554688
	Iteration 12Q: 3 clusters Score -100196.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -100207.476562 Penalty: 3436.554688
	Iteration 13Q: 3 clusters Score -100207.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -100217.117188 Penalty: 3436.554688
	Iteration 14Q: 3 clusters Score -100217.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -100228.367188 Penalty: 3436.554688
	Iteration 15Q: 3 clusters Score -100228.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -100244.406250 Penalty: 3436.554688
	Iteration 16Q: 3 clusters Score -100244.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -100257.601562 Penalty: 3436.554688
	Iteration 17Q: 3 clusters Score -100257.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -100275.445312 Penalty: 3436.554688
	Iteration 18Q: 3 clusters Score -100275.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -100285.726562 Penalty: 3436.554688
	Iteration 19Q: 3 clusters Score -100285.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -100301.515625 Penalty: 3436.554688
	Iteration 20F: 3 clusters Score -100301.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -100312.562500 Penalty: 3436.554688
	Iteration 21Q: 3 clusters Score -100312.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -100318.453125 Penalty: 3436.554688
	Iteration 22Q: 3 clusters Score -100318.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -100322.859375 Penalty: 3436.554688
	Iteration 23Q: 3 clusters Score -100322.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -100328.257812 Penalty: 3436.554688
	Iteration 24Q: 3 clusters Score -100328.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -100329.250000 Penalty: 3436.554688
	Iteration 25Q: 3 clusters Score -100329.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -100329.250000 Penalty: 3436.554688
	Iteration 26F: 3 clusters Score -100329.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Entering Unmasked Estep 
Score: -1166784.500000 Penalty: 2286.238770
	Iteration 0F: 2 clusters Score -1166784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1159017.000000 Penalty: 4572.477539
	Iteration 0F: 3 clusters Score -1159017 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1161131.500000 Penalty: 4572.477539
	Iteration 1F: 3 clusters Score -1161132 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1161443.875000 Penalty: 4572.477539
	Iteration 2F: 3 clusters Score -1161444 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1161689.125000 Penalty: 4572.477539
	Iteration 3F: 3 clusters Score -1161689 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1161892.250000 Penalty: 4572.477539
	Iteration 4Q: 3 clusters Score -1161892 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1162062.500000 Penalty: 4572.477539
	Iteration 5Q: 3 clusters Score -1162062 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1162253.250000 Penalty: 4572.477539
	Iteration 6Q: 3 clusters Score -1162253 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1162455.125000 Penalty: 4572.477539
	Iteration 7Q: 3 clusters Score -1162455 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1162691.875000 Penalty: 4572.477539
	Iteration 8Q: 3 clusters Score -1162692 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1162936.125000 Penalty: 4572.477539
	Iteration 9Q: 3 clusters Score -1162936 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1163214.000000 Penalty: 4572.477539
	Iteration 10Q: 3 clusters Score -1163214 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1163519.125000 Penalty: 4572.477539
	Iteration 11Q: 3 clusters Score -1163519 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1163836.625000 Penalty: 4572.477539
	Iteration 12Q: 3 clusters Score -1163837 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1164082.875000 Penalty: 4572.477539
	Iteration 13Q: 3 clusters Score -1164083 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1164254.750000 Penalty: 4572.477539
	Iteration 14Q: 3 clusters Score -1164255 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1164377.250000 Penalty: 4572.477539
	Iteration 15Q: 3 clusters Score -1164377 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1164491.500000 Penalty: 4572.477539
	Iteration 16Q: 3 clusters Score -1164492 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1164583.625000 Penalty: 4572.477539
	Iteration 17Q: 3 clusters Score -1164584 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1164651.750000 Penalty: 4572.477539
	Iteration 18Q: 3 clusters Score -1164652 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1164708.750000 Penalty: 4572.477539
	Iteration 19Q: 3 clusters Score -1164709 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1164748.750000 Penalty: 4572.477539
	Iteration 20F: 3 clusters Score -1164749 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1164778.250000 Penalty: 4572.477539
	Iteration 21Q: 3 clusters Score -1164778 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1164798.625000 Penalty: 4572.477539
	Iteration 22Q: 3 clusters Score -1164799 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1164814.000000 Penalty: 4572.477539
	Iteration 23Q: 3 clusters Score -1164814 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1164820.625000 Penalty: 4572.477539
	Iteration 24Q: 3 clusters Score -1164821 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1164826.875000 Penalty: 4572.477539
	Iteration 25Q: 3 clusters Score -1164827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1164830.750000 Penalty: 4572.477539
	Iteration 26Q: 3 clusters Score -1164831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1164837.375000 Penalty: 4572.477539
	Iteration 27Q: 3 clusters Score -1164837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1164839.625000 Penalty: 4572.477539
	Iteration 28Q: 3 clusters Score -1164840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1164845.750000 Penalty: 4572.477539
	Iteration 29Q: 3 clusters Score -1164846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1164848.125000 Penalty: 4572.477539
	Iteration 30Q: 3 clusters Score -1164848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1164848.875000 Penalty: 4572.477539
	Iteration 31Q: 3 clusters Score -1164849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1164851.750000 Penalty: 4572.477539
	Iteration 32Q: 3 clusters Score -1164852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1164853.125000 Penalty: 4572.477539
	Iteration 33Q: 3 clusters Score -1164853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1164856.875000 Penalty: 4572.477539
	Iteration 34Q: 3 clusters Score -1164857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1164859.125000 Penalty: 4572.477539
	Iteration 35Q: 3 clusters Score -1164859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1164866.750000 Penalty: 4572.477539
	Iteration 36Q: 3 clusters Score -1164867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1164867.750000 Penalty: 4572.477539
	Iteration 37Q: 3 clusters Score -1164868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1164869.125000 Penalty: 4572.477539
	Iteration 38Q: 3 clusters Score -1164869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1164870.500000 Penalty: 4572.477539
	Iteration 39Q: 3 clusters Score -1164870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1164873.625000 Penalty: 4572.477539
	Iteration 40F: 3 clusters Score -1164874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1164871.750000 Penalty: 4572.477539
	Iteration 41Q: 3 clusters Score -1164872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1164873.625000 Penalty: 4572.477539
	Iteration 42Q: 3 clusters Score -1164874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1164875.125000 Penalty: 4572.477539
	Iteration 43Q: 3 clusters Score -1164875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1164875.500000 Penalty: 4572.477539
	Iteration 44Q: 3 clusters Score -1164876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1164875.500000 Penalty: 4572.477539
	Iteration 45F: 3 clusters Score -1164876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Entering Unmasked Estep 
Score: -1079096.625000 Penalty: 2258.420410
	Iteration 0F: 2 clusters Score -1079097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1072095.375000 Penalty: 4516.840820
	Iteration 0F: 3 clusters Score -1072095 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1074106.500000 Penalty: 4516.840820
	Iteration 1F: 3 clusters Score -1074106 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1074521.000000 Penalty: 4516.840820
	Iteration 2F: 3 clusters Score -1074521 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1074928.500000 Penalty: 4516.840820
	Iteration 3F: 3 clusters Score -1074928 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1075463.625000 Penalty: 4516.840820
	Iteration 4F: 3 clusters Score -1075464 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1076238.750000 Penalty: 4516.840820
	Iteration 5F: 3 clusters Score -1076239 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1077203.875000 Penalty: 4516.840820
	Iteration 6F: 3 clusters Score -1077204 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1077960.375000 Penalty: 4516.840820
	Iteration 7F: 3 clusters Score -1077960 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1078330.125000 Penalty: 4516.840820
	Iteration 8F: 3 clusters Score -1078330 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1078515.625000 Penalty: 4516.840820
	Iteration 9Q: 3 clusters Score -1078516 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1078612.875000 Penalty: 4516.840820
	Iteration 10Q: 3 clusters Score -1078613 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1078680.750000 Penalty: 4516.840820
	Iteration 11Q: 3 clusters Score -1078681 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1078721.625000 Penalty: 4516.840820
	Iteration 12Q: 3 clusters Score -1078722 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1078740.125000 Penalty: 4516.840820
	Iteration 13Q: 3 clusters Score -1078740 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1078748.125000 Penalty: 4516.840820
	Iteration 14Q: 3 clusters Score -1078748 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1078760.375000 Penalty: 4516.840820
	Iteration 15Q: 3 clusters Score -1078760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1078766.125000 Penalty: 4516.840820
	Iteration 16Q: 3 clusters Score -1078766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1078766.625000 Penalty: 4516.840820
	Iteration 17Q: 3 clusters Score -1078767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1078768.875000 Penalty: 4516.840820
	Iteration 18Q: 3 clusters Score -1078769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1078766.375000 Penalty: 4516.840820
	Iteration 19Q: 3 clusters Score -1078766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1078767.500000 Penalty: 4516.840820
	Iteration 20F: 3 clusters Score -1078768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (83444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83444 members 
Entering Unmasked Estep 
Score: -10190961.000000 Penalty: 2810.318848
	Iteration 0F: 2 clusters Score -1.019096e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41757 members 
Mstep: Class 2 contains 41687 members 
Entering Unmasked Estep 
Score: -10134854.000000 Penalty: 5620.637695
	Iteration 0F: 3 clusters Score -1.013485e+07 nChanged 39252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42989 members 
Mstep: Class 2 contains 40455 members 
Entering Unmasked Estep 
Score: -10157331.000000 Penalty: 5620.637695
	Iteration 1F: 3 clusters Score -1.015733e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44181 members 
Mstep: Class 2 contains 39263 members 
Entering Unmasked Estep 
Score: -10158364.000000 Penalty: 5620.637695
	Iteration 2Q: 3 clusters Score -1.015836e+07 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46004 members 
Mstep: Class 2 contains 37440 members 
Entering Unmasked Estep 
Score: -10159756.000000 Penalty: 5620.637695
	Iteration 3Q: 3 clusters Score -1.015976e+07 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48622 members 
Mstep: Class 2 contains 34822 members 
Entering Unmasked Estep 
Score: -10161771.000000 Penalty: 5620.637695
	Iteration 4F: 3 clusters Score -1.016177e+07 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52236 members 
Mstep: Class 2 contains 31208 members 
Entering Unmasked Estep 
Score: -10164507.000000 Penalty: 5620.637695
	Iteration 5F: 3 clusters Score -1.016451e+07 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56791 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -10168095.000000 Penalty: 5620.637695
	Iteration 6F: 3 clusters Score -1.01681e+07 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61771 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -10172033.000000 Penalty: 5620.637695
	Iteration 7F: 3 clusters Score -1.017203e+07 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66965 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -10176256.000000 Penalty: 5620.637695
	Iteration 8F: 3 clusters Score -1.017626e+07 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71860 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -10180459.000000 Penalty: 5620.637695
	Iteration 9F: 3 clusters Score -1.018046e+07 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75835 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -10183755.000000 Penalty: 5620.637695
	Iteration 10Q: 3 clusters Score -1.018376e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78707 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -10186102.000000 Penalty: 5620.637695
	Iteration 11Q: 3 clusters Score -1.01861e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80453 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -10187422.000000 Penalty: 5620.637695
	Iteration 12Q: 3 clusters Score -1.018742e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81407 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -10188114.000000 Penalty: 5620.637695
	Iteration 13Q: 3 clusters Score -1.018811e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81913 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -10188501.000000 Penalty: 5620.637695
	Iteration 14Q: 3 clusters Score -1.01885e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82199 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -10188667.000000 Penalty: 5620.637695
	Iteration 15Q: 3 clusters Score -1.018867e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82353 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -10188811.000000 Penalty: 5620.637695
	Iteration 16Q: 3 clusters Score -1.018881e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82445 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -10188857.000000 Penalty: 5620.637695
	Iteration 17Q: 3 clusters Score -1.018886e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82499 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -10188882.000000 Penalty: 5620.637695
	Iteration 18Q: 3 clusters Score -1.018888e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82527 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -10188912.000000 Penalty: 5620.637695
	Iteration 19Q: 3 clusters Score -1.018891e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82555 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -10188912.000000 Penalty: 5620.637695
	Iteration 20F: 3 clusters Score -1.018891e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82565 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -10188925.000000 Penalty: 5620.637695
	Iteration 21Q: 3 clusters Score -1.018892e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82579 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -10188933.000000 Penalty: 5620.637695
	Iteration 22Q: 3 clusters Score -1.018893e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82589 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -10188933.000000 Penalty: 5620.637695
	Iteration 23Q: 3 clusters Score -1.018893e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82590 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -10188933.000000 Penalty: 5620.637695
	Iteration 24Q: 3 clusters Score -1.018893e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82595 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -10188931.000000 Penalty: 5620.637695
	Iteration 25Q: 3 clusters Score -1.018893e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82597 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -10188954.000000 Penalty: 5620.637695
	Iteration 26Q: 3 clusters Score -1.018895e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82601 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -10188966.000000 Penalty: 5620.637695
	Iteration 27Q: 3 clusters Score -1.018897e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82606 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -10188968.000000 Penalty: 5620.637695
	Iteration 28Q: 3 clusters Score -1.018897e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82617 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -10188971.000000 Penalty: 5620.637695
	Iteration 29Q: 3 clusters Score -1.018897e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82614 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -10188978.000000 Penalty: 5620.637695
	Iteration 30Q: 3 clusters Score -1.018898e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82613 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -10188971.000000 Penalty: 5620.637695
	Iteration 31Q: 3 clusters Score -1.018897e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82616 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -10188975.000000 Penalty: 5620.637695
	Iteration 32Q: 3 clusters Score -1.018898e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82620 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -10188981.000000 Penalty: 5620.637695
	Iteration 33Q: 3 clusters Score -1.018898e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82628 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -10189002.000000 Penalty: 5620.637695
	Iteration 34Q: 3 clusters Score -1.0189e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82633 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -10189004.000000 Penalty: 5620.637695
	Iteration 35Q: 3 clusters Score -1.0189e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82637 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -10189010.000000 Penalty: 5620.637695
	Iteration 36Q: 3 clusters Score -1.018901e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82638 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -10189019.000000 Penalty: 5620.637695
	Iteration 37Q: 3 clusters Score -1.018902e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82638 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -10189023.000000 Penalty: 5620.637695
	Iteration 38Q: 3 clusters Score -1.018902e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82637 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -10189025.000000 Penalty: 5620.637695
	Iteration 39Q: 3 clusters Score -1.018902e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82636 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -10189023.000000 Penalty: 5620.637695
	Iteration 40F: 3 clusters Score -1.018902e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82637 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -10189026.000000 Penalty: 5620.637695
	Iteration 41Q: 3 clusters Score -1.018903e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82638 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -10189029.000000 Penalty: 5620.637695
	Iteration 42Q: 3 clusters Score -1.018903e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82639 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -10189032.000000 Penalty: 5620.637695
	Iteration 43Q: 3 clusters Score -1.018903e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82638 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -10189024.000000 Penalty: 5620.637695
	Iteration 44Q: 3 clusters Score -1.018902e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82638 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -10189024.000000 Penalty: 5620.637695
	Iteration 45F: 3 clusters Score -1.018902e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Entering Unmasked Estep 
Score: -92034.312500 Penalty: 1705.824951
	Iteration 0F: 2 clusters Score -92034.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -90217.343750 Penalty: 3411.649902
	Iteration 0F: 3 clusters Score -90217.34 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -91077.609375 Penalty: 3411.649902
	Iteration 1F: 3 clusters Score -91077.61 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -92091.046875 Penalty: 3411.649902
	Iteration 2F: 3 clusters Score -92091.05 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -92768.976562 Penalty: 3411.649902
	Iteration 3F: 3 clusters Score -92768.98 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -92996.875000 Penalty: 3411.649902
	Iteration 4F: 3 clusters Score -92996.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -93043.039062 Penalty: 3411.649902
	Iteration 5Q: 3 clusters Score -93043.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -93067.687500 Penalty: 3411.649902
	Iteration 6Q: 3 clusters Score -93067.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -93093.203125 Penalty: 3411.649902
	Iteration 7Q: 3 clusters Score -93093.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -93104.171875 Penalty: 3411.649902
	Iteration 8Q: 3 clusters Score -93104.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -93115.968750 Penalty: 3411.649902
	Iteration 9Q: 3 clusters Score -93115.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -93118.539062 Penalty: 3411.649902
	Iteration 10Q: 3 clusters Score -93118.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -93119.484375 Penalty: 3411.649902
	Iteration 11Q: 3 clusters Score -93119.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -93119.484375 Penalty: 3411.649902
	Iteration 12F: 3 clusters Score -93119.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 13785 members 
Mstep: Class 3 contains 13861 members 
Mstep: Class 4 contains 3310 members 
Mstep: Class 5 contains 42495 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 4636 members 
Mstep: Class 8 contains 195862 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28510 members 
Mstep: Class 11 contains 17094 members 
Mstep: Class 12 contains 16745 members 
Mstep: Class 13 contains 56082 members 
Mstep: Class 14 contains 155904 members 
Mstep: Class 15 contains 29574 members 
Mstep: Class 16 contains 11548 members 
Mstep: Class 17 contains 10080 members 
Mstep: Class 18 contains 9031 members 
Mstep: Class 19 contains 14775 members 
Mstep: Class 20 contains 12302 members 
Mstep: Class 21 contains 171493 members 
Mstep: Class 22 contains 30058 members 
Mstep: Class 23 contains 25125 members 
Mstep: Class 24 contains 82333 members 
Mstep: Class 25 contains 24718 members 
Mstep: Class 26 contains 13520 members 
Mstep: Class 27 contains 332543 members 
Mstep: Class 28 contains 203321 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10084 members 
Mstep: Class 31 contains 9014 members 
Mstep: Class 32 contains 83444 members 
Mstep: Class 33 contains 625 members 
Mstep: Class 34 contains 222589 members 
Mstep: Class 35 contains 91321 members 
Mstep: Class 36 contains 21078 members 
Mstep: Class 37 contains 8189 members 
Mstep: Class 38 contains 905 members 
Mstep: Class 39 contains 346 members 
Entering Unmasked Estep 
Score: -235489376.000000 Penalty: 140280.062500
Splitting cluster 33 changes total score from -235491184.000000 to -235489376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (222589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222589 members 
Entering Unmasked Estep 
Score: -27335598.000000 Penalty: 3053.644531
	Iteration 0F: 2 clusters Score -2.73356e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111791 members 
Mstep: Class 2 contains 110798 members 
Entering Unmasked Estep 
Score: -27191194.000000 Penalty: 6107.289062
	Iteration 0F: 3 clusters Score -2.719119e+07 nChanged 107347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122624 members 
Mstep: Class 2 contains 99965 members 
Entering Unmasked Estep 
Score: -27256044.000000 Penalty: 6107.289062
	Iteration 1F: 3 clusters Score -2.725604e+07 nChanged 9014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129888 members 
Mstep: Class 2 contains 92701 members 
Entering Unmasked Estep 
Score: -27259334.000000 Penalty: 6107.289062
	Iteration 2Q: 3 clusters Score -2.725933e+07 nChanged 12479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141119 members 
Mstep: Class 2 contains 81470 members 
Entering Unmasked Estep 
Score: -27265894.000000 Penalty: 6107.289062
	Iteration 3F: 3 clusters Score -2.726589e+07 nChanged 16804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156917 members 
Mstep: Class 2 contains 65672 members 
Entering Unmasked Estep 
Score: -27277744.000000 Penalty: 6107.289062
	Iteration 4F: 3 clusters Score -2.727774e+07 nChanged 19503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175710 members 
Mstep: Class 2 contains 46879 members 
Entering Unmasked Estep 
Score: -27293818.000000 Penalty: 6107.289062
	Iteration 5F: 3 clusters Score -2.729382e+07 nChanged 18581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194031 members 
Mstep: Class 2 contains 28558 members 
Entering Unmasked Estep 
Score: -27309794.000000 Penalty: 6107.289062
	Iteration 6F: 3 clusters Score -2.730979e+07 nChanged 14450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208443 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -27322046.000000 Penalty: 6107.289062
	Iteration 7F: 3 clusters Score -2.732205e+07 nChanged 8555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216996 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -27328840.000000 Penalty: 6107.289062
	Iteration 8Q: 3 clusters Score -2.732884e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220682 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -27331558.000000 Penalty: 6107.289062
	Iteration 9Q: 3 clusters Score -2.733156e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221880 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -27332428.000000 Penalty: 6107.289062
	Iteration 10Q: 3 clusters Score -2.733243e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222205 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -27332688.000000 Penalty: 6107.289062
	Iteration 11Q: 3 clusters Score -2.733269e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222282 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -27332812.000000 Penalty: 6107.289062
	Iteration 12Q: 3 clusters Score -2.733281e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222319 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -27332820.000000 Penalty: 6107.289062
	Iteration 13Q: 3 clusters Score -2.733282e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222340 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -27332854.000000 Penalty: 6107.289062
	Iteration 14Q: 3 clusters Score -2.733285e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222348 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -27332868.000000 Penalty: 6107.289062
	Iteration 15Q: 3 clusters Score -2.733287e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222353 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -27332888.000000 Penalty: 6107.289062
	Iteration 16Q: 3 clusters Score -2.733289e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222356 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -27332896.000000 Penalty: 6107.289062
	Iteration 17Q: 3 clusters Score -2.73329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222360 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -27332888.000000 Penalty: 6107.289062
	Iteration 18Q: 3 clusters Score -2.733289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222362 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -27332884.000000 Penalty: 6107.289062
	Iteration 19Q: 3 clusters Score -2.733288e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222363 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -27332900.000000 Penalty: 6107.289062
	Iteration 20F: 3 clusters Score -2.73329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222365 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -27332910.000000 Penalty: 6107.289062
	Iteration 21Q: 3 clusters Score -2.733291e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222365 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -27332892.000000 Penalty: 6107.289062
	Iteration 22Q: 3 clusters Score -2.733289e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222365 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -27332892.000000 Penalty: 6107.289062
	Iteration 23F: 3 clusters Score -2.733289e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (91321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91321 members 
Entering Unmasked Estep 
Score: -11170365.000000 Penalty: 2832.689697
	Iteration 0F: 2 clusters Score -1.117036e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45603 members 
Mstep: Class 2 contains 45718 members 
Entering Unmasked Estep 
Score: -11109293.000000 Penalty: 5665.379395
	Iteration 0F: 3 clusters Score -1.110929e+07 nChanged 43038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45251 members 
Mstep: Class 2 contains 46070 members 
Entering Unmasked Estep 
Score: -11133603.000000 Penalty: 5665.379395
	Iteration 1F: 3 clusters Score -1.11336e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45286 members 
Mstep: Class 2 contains 46035 members 
Entering Unmasked Estep 
Score: -11134296.000000 Penalty: 5665.379395
	Iteration 2Q: 3 clusters Score -1.11343e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45299 members 
Mstep: Class 2 contains 46022 members 
Entering Unmasked Estep 
Score: -11135128.000000 Penalty: 5665.379395
	Iteration 3Q: 3 clusters Score -1.113513e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45324 members 
Mstep: Class 2 contains 45997 members 
Entering Unmasked Estep 
Score: -11136040.000000 Penalty: 5665.379395
	Iteration 4Q: 3 clusters Score -1.113604e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45376 members 
Mstep: Class 2 contains 45945 members 
Entering Unmasked Estep 
Score: -11137275.000000 Penalty: 5665.379395
	Iteration 5Q: 3 clusters Score -1.113728e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45686 members 
Mstep: Class 2 contains 45635 members 
Entering Unmasked Estep 
Score: -11138824.000000 Penalty: 5665.379395
	Iteration 6Q: 3 clusters Score -1.113882e+07 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46399 members 
Mstep: Class 2 contains 44922 members 
Entering Unmasked Estep 
Score: -11140930.000000 Penalty: 5665.379395
	Iteration 7Q: 3 clusters Score -1.114093e+07 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47653 members 
Mstep: Class 2 contains 43668 members 
Entering Unmasked Estep 
Score: -11143894.000000 Penalty: 5665.379395
	Iteration 8F: 3 clusters Score -1.114389e+07 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49576 members 
Mstep: Class 2 contains 41745 members 
Entering Unmasked Estep 
Score: -11147876.000000 Penalty: 5665.379395
	Iteration 9F: 3 clusters Score -1.114788e+07 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51801 members 
Mstep: Class 2 contains 39520 members 
Entering Unmasked Estep 
Score: -11153039.000000 Penalty: 5665.379395
	Iteration 10F: 3 clusters Score -1.115304e+07 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53873 members 
Mstep: Class 2 contains 37448 members 
Entering Unmasked Estep 
Score: -11157569.000000 Penalty: 5665.379395
	Iteration 11F: 3 clusters Score -1.115757e+07 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55502 members 
Mstep: Class 2 contains 35819 members 
Entering Unmasked Estep 
Score: -11159688.000000 Penalty: 5665.379395
	Iteration 12Q: 3 clusters Score -1.115969e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56853 members 
Mstep: Class 2 contains 34468 members 
Entering Unmasked Estep 
Score: -11160675.000000 Penalty: 5665.379395
	Iteration 13Q: 3 clusters Score -1.116068e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58132 members 
Mstep: Class 2 contains 33189 members 
Entering Unmasked Estep 
Score: -11161445.000000 Penalty: 5665.379395
	Iteration 14Q: 3 clusters Score -1.116144e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59276 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -11162124.000000 Penalty: 5665.379395
	Iteration 15Q: 3 clusters Score -1.116212e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60339 members 
Mstep: Class 2 contains 30982 members 
Entering Unmasked Estep 
Score: -11162638.000000 Penalty: 5665.379395
	Iteration 16Q: 3 clusters Score -1.116264e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61292 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -11162990.000000 Penalty: 5665.379395
	Iteration 17Q: 3 clusters Score -1.116299e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62186 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -11163227.000000 Penalty: 5665.379395
	Iteration 18Q: 3 clusters Score -1.116323e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63057 members 
Mstep: Class 2 contains 28264 members 
Entering Unmasked Estep 
Score: -11163474.000000 Penalty: 5665.379395
	Iteration 19Q: 3 clusters Score -1.116347e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63918 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -11163685.000000 Penalty: 5665.379395
	Iteration 20F: 3 clusters Score -1.116368e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64757 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -11163919.000000 Penalty: 5665.379395
	Iteration 21Q: 3 clusters Score -1.116392e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65550 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -11164128.000000 Penalty: 5665.379395
	Iteration 22Q: 3 clusters Score -1.116413e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66327 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -11164357.000000 Penalty: 5665.379395
	Iteration 23Q: 3 clusters Score -1.116436e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67084 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -11164546.000000 Penalty: 5665.379395
	Iteration 24Q: 3 clusters Score -1.116455e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67821 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -11164708.000000 Penalty: 5665.379395
	Iteration 25Q: 3 clusters Score -1.116471e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68586 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -11164880.000000 Penalty: 5665.379395
	Iteration 26Q: 3 clusters Score -1.116488e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69292 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -11165027.000000 Penalty: 5665.379395
	Iteration 27Q: 3 clusters Score -1.116503e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70039 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -11165197.000000 Penalty: 5665.379395
	Iteration 28Q: 3 clusters Score -1.11652e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70779 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -11165377.000000 Penalty: 5665.379395
	Iteration 29Q: 3 clusters Score -1.116538e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71496 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -11165572.000000 Penalty: 5665.379395
	Iteration 30Q: 3 clusters Score -1.116557e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72210 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -11165704.000000 Penalty: 5665.379395
	Iteration 31Q: 3 clusters Score -1.11657e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72910 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -11165833.000000 Penalty: 5665.379395
	Iteration 32Q: 3 clusters Score -1.116583e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73604 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -11165994.000000 Penalty: 5665.379395
	Iteration 33Q: 3 clusters Score -1.116599e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74303 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -11166134.000000 Penalty: 5665.379395
	Iteration 34Q: 3 clusters Score -1.116613e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74979 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -11166244.000000 Penalty: 5665.379395
	Iteration 35Q: 3 clusters Score -1.116624e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75631 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -11166391.000000 Penalty: 5665.379395
	Iteration 36Q: 3 clusters Score -1.116639e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76256 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -11166505.000000 Penalty: 5665.379395
	Iteration 37Q: 3 clusters Score -1.11665e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76857 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -11166661.000000 Penalty: 5665.379395
	Iteration 38Q: 3 clusters Score -1.116666e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77417 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -11166822.000000 Penalty: 5665.379395
	Iteration 39Q: 3 clusters Score -1.116682e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77934 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -11166965.000000 Penalty: 5665.379395
	Iteration 40F: 3 clusters Score -1.116696e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78424 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -11167079.000000 Penalty: 5665.379395
	Iteration 41Q: 3 clusters Score -1.116708e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78905 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -11167175.000000 Penalty: 5665.379395
	Iteration 42Q: 3 clusters Score -1.116718e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79354 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -11167277.000000 Penalty: 5665.379395
	Iteration 43Q: 3 clusters Score -1.116728e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79799 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -11167408.000000 Penalty: 5665.379395
	Iteration 44Q: 3 clusters Score -1.116741e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80199 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -11167470.000000 Penalty: 5665.379395
	Iteration 45Q: 3 clusters Score -1.116747e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80552 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -11167572.000000 Penalty: 5665.379395
	Iteration 46Q: 3 clusters Score -1.116757e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80883 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -11167632.000000 Penalty: 5665.379395
	Iteration 47Q: 3 clusters Score -1.116763e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81216 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -11167690.000000 Penalty: 5665.379395
	Iteration 48Q: 3 clusters Score -1.116769e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81532 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -11167735.000000 Penalty: 5665.379395
	Iteration 49Q: 3 clusters Score -1.116774e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81824 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -11167837.000000 Penalty: 5665.379395
	Iteration 50Q: 3 clusters Score -1.116784e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82083 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -11167894.000000 Penalty: 5665.379395
	Iteration 51Q: 3 clusters Score -1.116789e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82307 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -11167923.000000 Penalty: 5665.379395
	Iteration 52Q: 3 clusters Score -1.116792e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82539 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -11167985.000000 Penalty: 5665.379395
	Iteration 53Q: 3 clusters Score -1.116798e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82762 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -11168007.000000 Penalty: 5665.379395
	Iteration 54Q: 3 clusters Score -1.116801e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82967 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -11168014.000000 Penalty: 5665.379395
	Iteration 55Q: 3 clusters Score -1.116801e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83154 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -11168041.000000 Penalty: 5665.379395
	Iteration 56Q: 3 clusters Score -1.116804e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83327 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -11168100.000000 Penalty: 5665.379395
	Iteration 57Q: 3 clusters Score -1.11681e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83503 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -11168131.000000 Penalty: 5665.379395
	Iteration 58Q: 3 clusters Score -1.116813e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83676 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -11168161.000000 Penalty: 5665.379395
	Iteration 59Q: 3 clusters Score -1.116816e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83870 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -11168225.000000 Penalty: 5665.379395
	Iteration 60F: 3 clusters Score -1.116822e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84051 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -11168261.000000 Penalty: 5665.379395
	Iteration 61Q: 3 clusters Score -1.116826e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84226 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -11168300.000000 Penalty: 5665.379395
	Iteration 62Q: 3 clusters Score -1.11683e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84384 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -11168319.000000 Penalty: 5665.379395
	Iteration 63Q: 3 clusters Score -1.116832e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84529 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -11168355.000000 Penalty: 5665.379395
	Iteration 64Q: 3 clusters Score -1.116836e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84669 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -11168338.000000 Penalty: 5665.379395
	Iteration 65Q: 3 clusters Score -1.116834e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84818 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -11168351.000000 Penalty: 5665.379395
	Iteration 66Q: 3 clusters Score -1.116835e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84965 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -11168360.000000 Penalty: 5665.379395
	Iteration 67Q: 3 clusters Score -1.116836e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85106 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -11168376.000000 Penalty: 5665.379395
	Iteration 68Q: 3 clusters Score -1.116838e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85236 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -11168410.000000 Penalty: 5665.379395
	Iteration 69Q: 3 clusters Score -1.116841e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85351 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -11168431.000000 Penalty: 5665.379395
	Iteration 70Q: 3 clusters Score -1.116843e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85438 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -11168414.000000 Penalty: 5665.379395
	Iteration 71Q: 3 clusters Score -1.116841e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85523 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -11168430.000000 Penalty: 5665.379395
	Iteration 72Q: 3 clusters Score -1.116843e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85615 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -11168448.000000 Penalty: 5665.379395
	Iteration 73Q: 3 clusters Score -1.116845e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85700 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -11168468.000000 Penalty: 5665.379395
	Iteration 74Q: 3 clusters Score -1.116847e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85775 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -11168465.000000 Penalty: 5665.379395
	Iteration 75Q: 3 clusters Score -1.116846e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85841 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -11168486.000000 Penalty: 5665.379395
	Iteration 76Q: 3 clusters Score -1.116849e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85891 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -11168494.000000 Penalty: 5665.379395
	Iteration 77Q: 3 clusters Score -1.116849e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85942 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -11168509.000000 Penalty: 5665.379395
	Iteration 78Q: 3 clusters Score -1.116851e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85982 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -11168531.000000 Penalty: 5665.379395
	Iteration 79Q: 3 clusters Score -1.116853e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86013 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -11168527.000000 Penalty: 5665.379395
	Iteration 80F: 3 clusters Score -1.116853e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86044 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -11168548.000000 Penalty: 5665.379395
	Iteration 81Q: 3 clusters Score -1.116855e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86074 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -11168554.000000 Penalty: 5665.379395
	Iteration 82Q: 3 clusters Score -1.116855e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86106 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -11168548.000000 Penalty: 5665.379395
	Iteration 83Q: 3 clusters Score -1.116855e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86136 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -11168539.000000 Penalty: 5665.379395
	Iteration 84Q: 3 clusters Score -1.116854e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86169 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -11168549.000000 Penalty: 5665.379395
	Iteration 85Q: 3 clusters Score -1.116855e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86207 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -11168551.000000 Penalty: 5665.379395
	Iteration 86Q: 3 clusters Score -1.116855e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86246 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -11168556.000000 Penalty: 5665.379395
	Iteration 87Q: 3 clusters Score -1.116856e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86292 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -11168570.000000 Penalty: 5665.379395
	Iteration 88Q: 3 clusters Score -1.116857e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86333 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -11168570.000000 Penalty: 5665.379395
	Iteration 89Q: 3 clusters Score -1.116857e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86370 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -11168579.000000 Penalty: 5665.379395
	Iteration 90Q: 3 clusters Score -1.116858e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86402 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -11168569.000000 Penalty: 5665.379395
	Iteration 91Q: 3 clusters Score -1.116857e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86433 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -11168561.000000 Penalty: 5665.379395
	Iteration 92Q: 3 clusters Score -1.116856e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86459 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -11168570.000000 Penalty: 5665.379395
	Iteration 93Q: 3 clusters Score -1.116857e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86482 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -11168565.000000 Penalty: 5665.379395
	Iteration 94Q: 3 clusters Score -1.116856e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86507 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -11168567.000000 Penalty: 5665.379395
	Iteration 95Q: 3 clusters Score -1.116857e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86531 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -11168569.000000 Penalty: 5665.379395
	Iteration 96Q: 3 clusters Score -1.116857e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86554 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -11168587.000000 Penalty: 5665.379395
	Iteration 97Q: 3 clusters Score -1.116859e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86583 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -11168566.000000 Penalty: 5665.379395
	Iteration 98Q: 3 clusters Score -1.116857e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86606 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -11168574.000000 Penalty: 5665.379395
	Iteration 99Q: 3 clusters Score -1.116857e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86626 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -11168569.000000 Penalty: 5665.379395
	Iteration 100F: 3 clusters Score -1.116857e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86642 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -11168581.000000 Penalty: 5665.379395
	Iteration 101Q: 3 clusters Score -1.116858e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86655 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -11168592.000000 Penalty: 5665.379395
	Iteration 102Q: 3 clusters Score -1.116859e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86664 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -11168599.000000 Penalty: 5665.379395
	Iteration 103Q: 3 clusters Score -1.11686e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86674 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -11168611.000000 Penalty: 5665.379395
	Iteration 104Q: 3 clusters Score -1.116861e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86682 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -11168606.000000 Penalty: 5665.379395
	Iteration 105Q: 3 clusters Score -1.116861e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86687 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -11168604.000000 Penalty: 5665.379395
	Iteration 106Q: 3 clusters Score -1.11686e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86693 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -11168613.000000 Penalty: 5665.379395
	Iteration 107Q: 3 clusters Score -1.116861e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86696 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -11168620.000000 Penalty: 5665.379395
	Iteration 108Q: 3 clusters Score -1.116862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86699 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -11168617.000000 Penalty: 5665.379395
	Iteration 109Q: 3 clusters Score -1.116862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86702 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -11168615.000000 Penalty: 5665.379395
	Iteration 110Q: 3 clusters Score -1.116862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86705 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -11168628.000000 Penalty: 5665.379395
	Iteration 111Q: 3 clusters Score -1.116863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86707 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -11168620.000000 Penalty: 5665.379395
	Iteration 112Q: 3 clusters Score -1.116862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86708 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -11168618.000000 Penalty: 5665.379395
	Iteration 113Q: 3 clusters Score -1.116862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86709 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -11168619.000000 Penalty: 5665.379395
	Iteration 114Q: 3 clusters Score -1.116862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86712 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -11168620.000000 Penalty: 5665.379395
	Iteration 115Q: 3 clusters Score -1.116862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86714 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -11168617.000000 Penalty: 5665.379395
	Iteration 116Q: 3 clusters Score -1.116862e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86719 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -11168613.000000 Penalty: 5665.379395
	Iteration 117Q: 3 clusters Score -1.116861e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86725 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -11168613.000000 Penalty: 5665.379395
	Iteration 118Q: 3 clusters Score -1.116861e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86728 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -11168617.000000 Penalty: 5665.379395
	Iteration 119Q: 3 clusters Score -1.116862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86732 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -11168617.000000 Penalty: 5665.379395
	Iteration 120F: 3 clusters Score -1.116862e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86737 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -11168604.000000 Penalty: 5665.379395
	Iteration 121Q: 3 clusters Score -1.11686e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86743 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -11168612.000000 Penalty: 5665.379395
	Iteration 122Q: 3 clusters Score -1.116861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86747 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -11168611.000000 Penalty: 5665.379395
	Iteration 123Q: 3 clusters Score -1.116861e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86753 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -11168622.000000 Penalty: 5665.379395
	Iteration 124Q: 3 clusters Score -1.116862e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86765 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -11168612.000000 Penalty: 5665.379395
	Iteration 125Q: 3 clusters Score -1.116861e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86778 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -11168623.000000 Penalty: 5665.379395
	Iteration 126Q: 3 clusters Score -1.116862e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86787 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -11168628.000000 Penalty: 5665.379395
	Iteration 127Q: 3 clusters Score -1.116863e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86799 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -11168628.000000 Penalty: 5665.379395
	Iteration 128Q: 3 clusters Score -1.116863e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86806 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -11168629.000000 Penalty: 5665.379395
	Iteration 129Q: 3 clusters Score -1.116863e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86807 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -11168631.000000 Penalty: 5665.379395
	Iteration 130Q: 3 clusters Score -1.116863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86810 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -11168626.000000 Penalty: 5665.379395
	Iteration 131Q: 3 clusters Score -1.116863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86812 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -11168630.000000 Penalty: 5665.379395
	Iteration 132Q: 3 clusters Score -1.116863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86814 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -11168633.000000 Penalty: 5665.379395
	Iteration 133Q: 3 clusters Score -1.116863e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86814 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -11168633.000000 Penalty: 5665.379395
	Iteration 134F: 3 clusters Score -1.116863e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (21078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Entering Unmasked Estep 
Score: -2363281.750000 Penalty: 2469.084229
	Iteration 0F: 2 clusters Score -2363282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -2348538.000000 Penalty: 4938.168457
	Iteration 0F: 3 clusters Score -2348538 nChanged 9227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -2353665.000000 Penalty: 4938.168457
	Iteration 1F: 3 clusters Score -2353665 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -2354250.750000 Penalty: 4938.168457
	Iteration 2F: 3 clusters Score -2354251 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -2354854.250000 Penalty: 4938.168457
	Iteration 3F: 3 clusters Score -2354854 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -2355468.000000 Penalty: 4938.168457
	Iteration 4F: 3 clusters Score -2355468 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2356092.750000 Penalty: 4938.168457
	Iteration 5F: 3 clusters Score -2356093 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -2356676.000000 Penalty: 4938.168457
	Iteration 6Q: 3 clusters Score -2356676 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -2357317.000000 Penalty: 4938.168457
	Iteration 7Q: 3 clusters Score -2357317 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -2357917.000000 Penalty: 4938.168457
	Iteration 8Q: 3 clusters Score -2357917 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -2358449.250000 Penalty: 4938.168457
	Iteration 9Q: 3 clusters Score -2358449 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -2358955.000000 Penalty: 4938.168457
	Iteration 10Q: 3 clusters Score -2358955 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -2359397.000000 Penalty: 4938.168457
	Iteration 11Q: 3 clusters Score -2359397 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -2359760.750000 Penalty: 4938.168457
	Iteration 12Q: 3 clusters Score -2359761 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2360056.750000 Penalty: 4938.168457
	Iteration 13Q: 3 clusters Score -2360057 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2360312.500000 Penalty: 4938.168457
	Iteration 14Q: 3 clusters Score -2360312 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2360520.250000 Penalty: 4938.168457
	Iteration 15Q: 3 clusters Score -2360520 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2360706.750000 Penalty: 4938.168457
	Iteration 16Q: 3 clusters Score -2360707 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2360875.500000 Penalty: 4938.168457
	Iteration 17Q: 3 clusters Score -2360876 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2361028.750000 Penalty: 4938.168457
	Iteration 18Q: 3 clusters Score -2361029 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2361138.000000 Penalty: 4938.168457
	Iteration 19Q: 3 clusters Score -2361138 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2361205.500000 Penalty: 4938.168457
	Iteration 20F: 3 clusters Score -2361206 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2361245.000000 Penalty: 4938.168457
	Iteration 21Q: 3 clusters Score -2361245 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2361269.500000 Penalty: 4938.168457
	Iteration 22Q: 3 clusters Score -2361270 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2361282.750000 Penalty: 4938.168457
	Iteration 23Q: 3 clusters Score -2361283 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2361302.500000 Penalty: 4938.168457
	Iteration 24Q: 3 clusters Score -2361302 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2361311.000000 Penalty: 4938.168457
	Iteration 25Q: 3 clusters Score -2361311 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2361323.500000 Penalty: 4938.168457
	Iteration 26Q: 3 clusters Score -2361324 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2361332.500000 Penalty: 4938.168457
	Iteration 27Q: 3 clusters Score -2361332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2361344.250000 Penalty: 4938.168457
	Iteration 28Q: 3 clusters Score -2361344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2361349.750000 Penalty: 4938.168457
	Iteration 29Q: 3 clusters Score -2361350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2361357.000000 Penalty: 4938.168457
	Iteration 30Q: 3 clusters Score -2361357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2361357.000000 Penalty: 4938.168457
	Iteration 31Q: 3 clusters Score -2361357 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2361360.500000 Penalty: 4938.168457
	Iteration 32Q: 3 clusters Score -2361360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2361366.000000 Penalty: 4938.168457
	Iteration 33Q: 3 clusters Score -2361366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2361368.750000 Penalty: 4938.168457
	Iteration 34Q: 3 clusters Score -2361369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2361372.750000 Penalty: 4938.168457
	Iteration 35Q: 3 clusters Score -2361373 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2361377.750000 Penalty: 4938.168457
	Iteration 36Q: 3 clusters Score -2361378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2361383.500000 Penalty: 4938.168457
	Iteration 37Q: 3 clusters Score -2361384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2361388.500000 Penalty: 4938.168457
	Iteration 38Q: 3 clusters Score -2361388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2361397.500000 Penalty: 4938.168457
	Iteration 39Q: 3 clusters Score -2361398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2361405.750000 Penalty: 4938.168457
	Iteration 40F: 3 clusters Score -2361406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2361409.750000 Penalty: 4938.168457
	Iteration 41Q: 3 clusters Score -2361410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2361410.000000 Penalty: 4938.168457
	Iteration 42Q: 3 clusters Score -2361410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2361413.750000 Penalty: 4938.168457
	Iteration 43Q: 3 clusters Score -2361414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2361412.500000 Penalty: 4938.168457
	Iteration 44Q: 3 clusters Score -2361412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2361415.250000 Penalty: 4938.168457
	Iteration 45Q: 3 clusters Score -2361415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2361414.750000 Penalty: 4938.168457
	Iteration 46Q: 3 clusters Score -2361415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2361416.000000 Penalty: 4938.168457
	Iteration 47Q: 3 clusters Score -2361416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2361413.500000 Penalty: 4938.168457
	Iteration 48Q: 3 clusters Score -2361414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2361416.750000 Penalty: 4938.168457
	Iteration 49Q: 3 clusters Score -2361417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2361416.750000 Penalty: 4938.168457
	Iteration 50Q: 3 clusters Score -2361417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2361418.250000 Penalty: 4938.168457
	Iteration 51Q: 3 clusters Score -2361418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2361416.250000 Penalty: 4938.168457
	Iteration 52Q: 3 clusters Score -2361416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2361416.250000 Penalty: 4938.168457
	Iteration 53F: 3 clusters Score -2361416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Entering Unmasked Estep 
Score: -961920.250000 Penalty: 2234.615479
	Iteration 0F: 2 clusters Score -961920.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -955422.062500 Penalty: 4469.230957
	Iteration 0F: 3 clusters Score -955422.1 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -957235.500000 Penalty: 4469.230957
	Iteration 1F: 3 clusters Score -957235.5 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -957516.500000 Penalty: 4469.230957
	Iteration 2F: 3 clusters Score -957516.5 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -957716.375000 Penalty: 4469.230957
	Iteration 3F: 3 clusters Score -957716.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -957871.500000 Penalty: 4469.230957
	Iteration 4Q: 3 clusters Score -957871.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -958000.437500 Penalty: 4469.230957
	Iteration 5Q: 3 clusters Score -958000.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -958097.562500 Penalty: 4469.230957
	Iteration 6Q: 3 clusters Score -958097.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -958208.437500 Penalty: 4469.230957
	Iteration 7Q: 3 clusters Score -958208.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -958322.812500 Penalty: 4469.230957
	Iteration 8Q: 3 clusters Score -958322.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -958437.250000 Penalty: 4469.230957
	Iteration 9Q: 3 clusters Score -958437.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -958564.375000 Penalty: 4469.230957
	Iteration 10Q: 3 clusters Score -958564.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -958706.875000 Penalty: 4469.230957
	Iteration 11Q: 3 clusters Score -958706.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -958874.437500 Penalty: 4469.230957
	Iteration 12Q: 3 clusters Score -958874.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -959035.375000 Penalty: 4469.230957
	Iteration 13Q: 3 clusters Score -959035.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -959193.875000 Penalty: 4469.230957
	Iteration 14Q: 3 clusters Score -959193.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -959378.875000 Penalty: 4469.230957
	Iteration 15Q: 3 clusters Score -959378.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -959544.812500 Penalty: 4469.230957
	Iteration 16Q: 3 clusters Score -959544.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -959725.187500 Penalty: 4469.230957
	Iteration 17Q: 3 clusters Score -959725.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -959857.375000 Penalty: 4469.230957
	Iteration 18Q: 3 clusters Score -959857.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -959959.125000 Penalty: 4469.230957
	Iteration 19Q: 3 clusters Score -959959.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -960025.125000 Penalty: 4469.230957
	Iteration 20F: 3 clusters Score -960025.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -960063.937500 Penalty: 4469.230957
	Iteration 21Q: 3 clusters Score -960063.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -960090.312500 Penalty: 4469.230957
	Iteration 22Q: 3 clusters Score -960090.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -960112.687500 Penalty: 4469.230957
	Iteration 23Q: 3 clusters Score -960112.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -960136.750000 Penalty: 4469.230957
	Iteration 24Q: 3 clusters Score -960136.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -960153.125000 Penalty: 4469.230957
	Iteration 25Q: 3 clusters Score -960153.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -960164.750000 Penalty: 4469.230957
	Iteration 26Q: 3 clusters Score -960164.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -960171.000000 Penalty: 4469.230957
	Iteration 27Q: 3 clusters Score -960171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -960173.250000 Penalty: 4469.230957
	Iteration 28Q: 3 clusters Score -960173.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -960181.687500 Penalty: 4469.230957
	Iteration 29Q: 3 clusters Score -960181.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -960184.187500 Penalty: 4469.230957
	Iteration 30Q: 3 clusters Score -960184.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -960187.062500 Penalty: 4469.230957
	Iteration 31Q: 3 clusters Score -960187.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -960187.562500 Penalty: 4469.230957
	Iteration 32Q: 3 clusters Score -960187.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -960188.687500 Penalty: 4469.230957
	Iteration 33Q: 3 clusters Score -960188.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -960193.750000 Penalty: 4469.230957
	Iteration 34Q: 3 clusters Score -960193.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -960196.250000 Penalty: 4469.230957
	Iteration 35Q: 3 clusters Score -960196.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -960197.437500 Penalty: 4469.230957
	Iteration 36Q: 3 clusters Score -960197.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -960199.937500 Penalty: 4469.230957
	Iteration 37Q: 3 clusters Score -960199.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -960203.437500 Penalty: 4469.230957
	Iteration 38Q: 3 clusters Score -960203.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -960203.000000 Penalty: 4469.230957
	Iteration 39Q: 3 clusters Score -960203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -960203.000000 Penalty: 4469.230957
	Iteration 40F: 3 clusters Score -960203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Entering Unmasked Estep 
Score: -97395.835938 Penalty: 1688.367798
	Iteration 0F: 2 clusters Score -97395.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -95600.640625 Penalty: 3376.735596
	Iteration 0F: 3 clusters Score -95600.64 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -96100.664062 Penalty: 3376.735596
	Iteration 1F: 3 clusters Score -96100.66 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -96487.406250 Penalty: 3376.735596
	Iteration 2F: 3 clusters Score -96487.41 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -97071.328125 Penalty: 3376.735596
	Iteration 3F: 3 clusters Score -97071.33 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -97258.398438 Penalty: 3376.735596
	Iteration 4F: 3 clusters Score -97258.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -97399.562500 Penalty: 3376.735596
	Iteration 5Q: 3 clusters Score -97399.56 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -97553.343750 Penalty: 3376.735596
	Iteration 6Q: 3 clusters Score -97553.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -98029.593750 Penalty: 3376.735596
	Iteration 7Q: 3 clusters Score -98029.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -98205.804688 Penalty: 3376.735596
	Iteration 8Q: 3 clusters Score -98205.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -98238.257812 Penalty: 3376.735596
	Iteration 9Q: 3 clusters Score -98238.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -98272.828125 Penalty: 3376.735596
	Iteration 10Q: 3 clusters Score -98272.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -98282.515625 Penalty: 3376.735596
	Iteration 11Q: 3 clusters Score -98282.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -98284.085938 Penalty: 3376.735596
	Iteration 12Q: 3 clusters Score -98284.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -98286.906250 Penalty: 3376.735596
	Iteration 13Q: 3 clusters Score -98286.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -98290.304688 Penalty: 3376.735596
	Iteration 14Q: 3 clusters Score -98290.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -98295.046875 Penalty: 3376.735596
	Iteration 15Q: 3 clusters Score -98295.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -98308.054688 Penalty: 3376.735596
	Iteration 16Q: 3 clusters Score -98308.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -98310.328125 Penalty: 3376.735596
	Iteration 17Q: 3 clusters Score -98310.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -98310.328125 Penalty: 3376.735596
	Iteration 18F: 3 clusters Score -98310.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 13785 members 
Mstep: Class 3 contains 13861 members 
Mstep: Class 4 contains 3310 members 
Mstep: Class 5 contains 42495 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 4636 members 
Mstep: Class 8 contains 195862 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28510 members 
Mstep: Class 11 contains 17094 members 
Mstep: Class 12 contains 16745 members 
Mstep: Class 13 contains 56082 members 
Mstep: Class 14 contains 155904 members 
Mstep: Class 15 contains 29574 members 
Mstep: Class 16 contains 11548 members 
Mstep: Class 17 contains 10080 members 
Mstep: Class 18 contains 9031 members 
Mstep: Class 19 contains 14775 members 
Mstep: Class 20 contains 12302 members 
Mstep: Class 21 contains 171493 members 
Mstep: Class 22 contains 30058 members 
Mstep: Class 23 contains 25125 members 
Mstep: Class 24 contains 82333 members 
Mstep: Class 25 contains 24718 members 
Mstep: Class 26 contains 13520 members 
Mstep: Class 27 contains 332543 members 
Mstep: Class 28 contains 203321 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10084 members 
Mstep: Class 31 contains 9014 members 
Mstep: Class 32 contains 83444 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222589 members 
Mstep: Class 35 contains 91321 members 
Mstep: Class 36 contains 21078 members 
Mstep: Class 37 contains 8189 members 
Mstep: Class 38 contains 681 members 
Mstep: Class 39 contains 224 members 
Entering Unmasked Estep 
Score: -235490208.000000 Penalty: 140280.062500
Splitting cluster 38 changes total score from -235491184.000000 to -235490208.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 13785 members 
Mstep: Class 3 contains 13861 members 
Mstep: Class 4 contains 3310 members 
Mstep: Class 5 contains 42495 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 4636 members 
Mstep: Class 8 contains 195862 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28510 members 
Mstep: Class 11 contains 17094 members 
Mstep: Class 12 contains 16745 members 
Mstep: Class 13 contains 56082 members 
Mstep: Class 14 contains 155904 members 
Mstep: Class 15 contains 29574 members 
Mstep: Class 16 contains 11548 members 
Mstep: Class 17 contains 10080 members 
Mstep: Class 18 contains 9031 members 
Mstep: Class 19 contains 14775 members 
Mstep: Class 20 contains 12302 members 
Mstep: Class 21 contains 171493 members 
Mstep: Class 22 contains 30058 members 
Mstep: Class 23 contains 25125 members 
Mstep: Class 24 contains 82333 members 
Mstep: Class 25 contains 24718 members 
Mstep: Class 26 contains 13520 members 
Mstep: Class 27 contains 332543 members 
Mstep: Class 28 contains 203321 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10084 members 
Mstep: Class 31 contains 9014 members 
Mstep: Class 32 contains 83444 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222589 members 
Mstep: Class 35 contains 91321 members 
Mstep: Class 36 contains 21078 members 
Mstep: Class 37 contains 8189 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491024.000000 Penalty: 136683.125000
Iteration 239Q: 39 clusters Score -2.35491e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 13784 members 
Mstep: Class 3 contains 13861 members 
Mstep: Class 4 contains 3310 members 
Mstep: Class 5 contains 42492 members 
Mstep: Class 6 contains 5933 members 
Mstep: Class 7 contains 4636 members 
Mstep: Class 8 contains 195876 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28507 members 
Mstep: Class 11 contains 17094 members 
Mstep: Class 12 contains 16742 members 
Mstep: Class 13 contains 56083 members 
Mstep: Class 14 contains 155903 members 
Mstep: Class 15 contains 29576 members 
Mstep: Class 16 contains 11549 members 
Mstep: Class 17 contains 10080 members 
Mstep: Class 18 contains 9031 members 
Mstep: Class 19 contains 14775 members 
Mstep: Class 20 contains 12302 members 
Mstep: Class 21 contains 171488 members 
Mstep: Class 22 contains 30061 members 
Mstep: Class 23 contains 25121 members 
Mstep: Class 24 contains 82334 members 
Mstep: Class 25 contains 24719 members 
Mstep: Class 26 contains 13522 members 
Mstep: Class 27 contains 332550 members 
Mstep: Class 28 contains 203293 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10084 members 
Mstep: Class 31 contains 9014 members 
Mstep: Class 32 contains 83443 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222609 members 
Mstep: Class 35 contains 91323 members 
Mstep: Class 36 contains 21075 members 
Mstep: Class 37 contains 8189 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491024.000000 Penalty: 136683.125000
Iteration 240F: 39 clusters Score -2.35491e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 13784 members 
Mstep: Class 3 contains 13860 members 
Mstep: Class 4 contains 3310 members 
Mstep: Class 5 contains 42491 members 
Mstep: Class 6 contains 5933 members 
Mstep: Class 7 contains 4636 members 
Mstep: Class 8 contains 195881 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28505 members 
Mstep: Class 11 contains 17093 members 
Mstep: Class 12 contains 16738 members 
Mstep: Class 13 contains 56085 members 
Mstep: Class 14 contains 155902 members 
Mstep: Class 15 contains 29579 members 
Mstep: Class 16 contains 11549 members 
Mstep: Class 17 contains 10082 members 
Mstep: Class 18 contains 9031 members 
Mstep: Class 19 contains 14775 members 
Mstep: Class 20 contains 12302 members 
Mstep: Class 21 contains 171482 members 
Mstep: Class 22 contains 30065 members 
Mstep: Class 23 contains 25115 members 
Mstep: Class 24 contains 82334 members 
Mstep: Class 25 contains 24720 members 
Mstep: Class 26 contains 13521 members 
Mstep: Class 27 contains 332564 members 
Mstep: Class 28 contains 203249 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10084 members 
Mstep: Class 31 contains 9013 members 
Mstep: Class 32 contains 83442 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222646 members 
Mstep: Class 35 contains 91330 members 
Mstep: Class 36 contains 21069 members 
Mstep: Class 37 contains 8189 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491136.000000 Penalty: 136683.125000
Iteration 241Q: 39 clusters Score -2.354911e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 13785 members 
Mstep: Class 3 contains 13861 members 
Mstep: Class 4 contains 3310 members 
Mstep: Class 5 contains 42491 members 
Mstep: Class 6 contains 5933 members 
Mstep: Class 7 contains 4636 members 
Mstep: Class 8 contains 195882 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28503 members 
Mstep: Class 11 contains 17092 members 
Mstep: Class 12 contains 16738 members 
Mstep: Class 13 contains 56087 members 
Mstep: Class 14 contains 155902 members 
Mstep: Class 15 contains 29587 members 
Mstep: Class 16 contains 11549 members 
Mstep: Class 17 contains 10083 members 
Mstep: Class 18 contains 9031 members 
Mstep: Class 19 contains 14775 members 
Mstep: Class 20 contains 12300 members 
Mstep: Class 21 contains 171482 members 
Mstep: Class 22 contains 30067 members 
Mstep: Class 23 contains 25107 members 
Mstep: Class 24 contains 82332 members 
Mstep: Class 25 contains 24723 members 
Mstep: Class 26 contains 13521 members 
Mstep: Class 27 contains 332567 members 
Mstep: Class 28 contains 203220 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10084 members 
Mstep: Class 31 contains 9014 members 
Mstep: Class 32 contains 83443 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222663 members 
Mstep: Class 35 contains 91336 members 
Mstep: Class 36 contains 21066 members 
Mstep: Class 37 contains 8189 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491440.000000 Penalty: 136683.125000
Iteration 242Q: 39 clusters Score -2.354914e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 13787 members 
Mstep: Class 3 contains 13861 members 
Mstep: Class 4 contains 3310 members 
Mstep: Class 5 contains 42491 members 
Mstep: Class 6 contains 5933 members 
Mstep: Class 7 contains 4634 members 
Mstep: Class 8 contains 195885 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28505 members 
Mstep: Class 11 contains 17092 members 
Mstep: Class 12 contains 16738 members 
Mstep: Class 13 contains 56087 members 
Mstep: Class 14 contains 155904 members 
Mstep: Class 15 contains 29602 members 
Mstep: Class 16 contains 11549 members 
Mstep: Class 17 contains 10083 members 
Mstep: Class 18 contains 9031 members 
Mstep: Class 19 contains 14775 members 
Mstep: Class 20 contains 12298 members 
Mstep: Class 21 contains 171480 members 
Mstep: Class 22 contains 30067 members 
Mstep: Class 23 contains 25103 members 
Mstep: Class 24 contains 82331 members 
Mstep: Class 25 contains 24724 members 
Mstep: Class 26 contains 13521 members 
Mstep: Class 27 contains 332572 members 
Mstep: Class 28 contains 203172 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10084 members 
Mstep: Class 31 contains 9014 members 
Mstep: Class 32 contains 83443 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222685 members 
Mstep: Class 35 contains 91345 members 
Mstep: Class 36 contains 21065 members 
Mstep: Class 37 contains 8189 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491312.000000 Penalty: 136683.125000
Iteration 243Q: 39 clusters Score -2.354913e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 13788 members 
Mstep: Class 3 contains 13858 members 
Mstep: Class 4 contains 3310 members 
Mstep: Class 5 contains 42490 members 
Mstep: Class 6 contains 5933 members 
Mstep: Class 7 contains 4634 members 
Mstep: Class 8 contains 195893 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28506 members 
Mstep: Class 11 contains 17092 members 
Mstep: Class 12 contains 16738 members 
Mstep: Class 13 contains 56086 members 
Mstep: Class 14 contains 155906 members 
Mstep: Class 15 contains 29615 members 
Mstep: Class 16 contains 11549 members 
Mstep: Class 17 contains 10085 members 
Mstep: Class 18 contains 9031 members 
Mstep: Class 19 contains 14775 members 
Mstep: Class 20 contains 12296 members 
Mstep: Class 21 contains 171475 members 
Mstep: Class 22 contains 30068 members 
Mstep: Class 23 contains 25095 members 
Mstep: Class 24 contains 82329 members 
Mstep: Class 25 contains 24724 members 
Mstep: Class 26 contains 13520 members 
Mstep: Class 27 contains 332589 members 
Mstep: Class 28 contains 203142 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10083 members 
Mstep: Class 31 contains 9013 members 
Mstep: Class 32 contains 83444 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222683 members 
Mstep: Class 35 contains 91357 members 
Mstep: Class 36 contains 21064 members 
Mstep: Class 37 contains 8189 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491616.000000 Penalty: 136683.125000
Iteration 244Q: 39 clusters Score -2.354916e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 13788 members 
Mstep: Class 3 contains 13852 members 
Mstep: Class 4 contains 3311 members 
Mstep: Class 5 contains 42487 members 
Mstep: Class 6 contains 5933 members 
Mstep: Class 7 contains 4633 members 
Mstep: Class 8 contains 195900 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28507 members 
Mstep: Class 11 contains 17092 members 
Mstep: Class 12 contains 16738 members 
Mstep: Class 13 contains 56085 members 
Mstep: Class 14 contains 155906 members 
Mstep: Class 15 contains 29631 members 
Mstep: Class 16 contains 11549 members 
Mstep: Class 17 contains 10085 members 
Mstep: Class 18 contains 9031 members 
Mstep: Class 19 contains 14775 members 
Mstep: Class 20 contains 12296 members 
Mstep: Class 21 contains 171473 members 
Mstep: Class 22 contains 30068 members 
Mstep: Class 23 contains 25084 members 
Mstep: Class 24 contains 82327 members 
Mstep: Class 25 contains 24725 members 
Mstep: Class 26 contains 13521 members 
Mstep: Class 27 contains 332604 members 
Mstep: Class 28 contains 203121 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10081 members 
Mstep: Class 31 contains 9011 members 
Mstep: Class 32 contains 83444 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222688 members 
Mstep: Class 35 contains 91366 members 
Mstep: Class 36 contains 21058 members 
Mstep: Class 37 contains 8189 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491776.000000 Penalty: 136683.125000
Iteration 245Q: 39 clusters Score -2.354918e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 13789 members 
Mstep: Class 3 contains 13848 members 
Mstep: Class 4 contains 3311 members 
Mstep: Class 5 contains 42485 members 
Mstep: Class 6 contains 5933 members 
Mstep: Class 7 contains 4633 members 
Mstep: Class 8 contains 195910 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28507 members 
Mstep: Class 11 contains 17092 members 
Mstep: Class 12 contains 16738 members 
Mstep: Class 13 contains 56086 members 
Mstep: Class 14 contains 155902 members 
Mstep: Class 15 contains 29638 members 
Mstep: Class 16 contains 11550 members 
Mstep: Class 17 contains 10086 members 
Mstep: Class 18 contains 9031 members 
Mstep: Class 19 contains 14777 members 
Mstep: Class 20 contains 12297 members 
Mstep: Class 21 contains 171460 members 
Mstep: Class 22 contains 30070 members 
Mstep: Class 23 contains 25075 members 
Mstep: Class 24 contains 82328 members 
Mstep: Class 25 contains 24725 members 
Mstep: Class 26 contains 13522 members 
Mstep: Class 27 contains 332622 members 
Mstep: Class 28 contains 203078 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10081 members 
Mstep: Class 31 contains 9010 members 
Mstep: Class 32 contains 83443 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222717 members 
Mstep: Class 35 contains 91368 members 
Mstep: Class 36 contains 21057 members 
Mstep: Class 37 contains 8189 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491664.000000 Penalty: 136683.125000
Iteration 246Q: 39 clusters Score -2.354917e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 13790 members 
Mstep: Class 3 contains 13847 members 
Mstep: Class 4 contains 3311 members 
Mstep: Class 5 contains 42481 members 
Mstep: Class 6 contains 5933 members 
Mstep: Class 7 contains 4631 members 
Mstep: Class 8 contains 195915 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28506 members 
Mstep: Class 11 contains 17092 members 
Mstep: Class 12 contains 16738 members 
Mstep: Class 13 contains 56086 members 
Mstep: Class 14 contains 155899 members 
Mstep: Class 15 contains 29646 members 
Mstep: Class 16 contains 11552 members 
Mstep: Class 17 contains 10088 members 
Mstep: Class 18 contains 9031 members 
Mstep: Class 19 contains 14776 members 
Mstep: Class 20 contains 12297 members 
Mstep: Class 21 contains 171457 members 
Mstep: Class 22 contains 30067 members 
Mstep: Class 23 contains 25065 members 
Mstep: Class 24 contains 82329 members 
Mstep: Class 25 contains 24725 members 
Mstep: Class 26 contains 13524 members 
Mstep: Class 27 contains 332640 members 
Mstep: Class 28 contains 203066 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10082 members 
Mstep: Class 31 contains 9009 members 
Mstep: Class 32 contains 83443 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222710 members 
Mstep: Class 35 contains 91377 members 
Mstep: Class 36 contains 21056 members 
Mstep: Class 37 contains 8189 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491712.000000 Penalty: 136683.125000
Iteration 247Q: 39 clusters Score -2.354917e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 13790 members 
Mstep: Class 3 contains 13845 members 
Mstep: Class 4 contains 3312 members 
Mstep: Class 5 contains 42480 members 
Mstep: Class 6 contains 5933 members 
Mstep: Class 7 contains 4631 members 
Mstep: Class 8 contains 195916 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28504 members 
Mstep: Class 11 contains 17092 members 
Mstep: Class 12 contains 16737 members 
Mstep: Class 13 contains 56083 members 
Mstep: Class 14 contains 155899 members 
Mstep: Class 15 contains 29653 members 
Mstep: Class 16 contains 11554 members 
Mstep: Class 17 contains 10087 members 
Mstep: Class 18 contains 9031 members 
Mstep: Class 19 contains 14775 members 
Mstep: Class 20 contains 12297 members 
Mstep: Class 21 contains 171459 members 
Mstep: Class 22 contains 30068 members 
Mstep: Class 23 contains 25052 members 
Mstep: Class 24 contains 82328 members 
Mstep: Class 25 contains 24725 members 
Mstep: Class 26 contains 13523 members 
Mstep: Class 27 contains 332658 members 
Mstep: Class 28 contains 203068 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10081 members 
Mstep: Class 31 contains 9009 members 
Mstep: Class 32 contains 83441 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222692 members 
Mstep: Class 35 contains 91390 members 
Mstep: Class 36 contains 21056 members 
Mstep: Class 37 contains 8189 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491872.000000 Penalty: 136683.125000
Iteration 248Q: 39 clusters Score -2.354919e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 13791 members 
Mstep: Class 3 contains 13845 members 
Mstep: Class 4 contains 3312 members 
Mstep: Class 5 contains 42480 members 
Mstep: Class 6 contains 5933 members 
Mstep: Class 7 contains 4631 members 
Mstep: Class 8 contains 195920 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28506 members 
Mstep: Class 11 contains 17092 members 
Mstep: Class 12 contains 16737 members 
Mstep: Class 13 contains 56084 members 
Mstep: Class 14 contains 155899 members 
Mstep: Class 15 contains 29659 members 
Mstep: Class 16 contains 11556 members 
Mstep: Class 17 contains 10086 members 
Mstep: Class 18 contains 9032 members 
Mstep: Class 19 contains 14775 members 
Mstep: Class 20 contains 12297 members 
Mstep: Class 21 contains 171462 members 
Mstep: Class 22 contains 30069 members 
Mstep: Class 23 contains 25034 members 
Mstep: Class 24 contains 82326 members 
Mstep: Class 25 contains 24724 members 
Mstep: Class 26 contains 13523 members 
Mstep: Class 27 contains 332671 members 
Mstep: Class 28 contains 203067 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10081 members 
Mstep: Class 31 contains 9009 members 
Mstep: Class 32 contains 83440 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222675 members 
Mstep: Class 35 contains 91403 members 
Mstep: Class 36 contains 21051 members 
Mstep: Class 37 contains 8189 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491712.000000 Penalty: 136683.125000
Iteration 249Q: 39 clusters Score -2.354917e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 13791 members 
Mstep: Class 3 contains 13843 members 
Mstep: Class 4 contains 3312 members 
Mstep: Class 5 contains 42479 members 
Mstep: Class 6 contains 5934 members 
Mstep: Class 7 contains 4631 members 
Mstep: Class 8 contains 195917 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28506 members 
Mstep: Class 11 contains 17092 members 
Mstep: Class 12 contains 16738 members 
Mstep: Class 13 contains 56085 members 
Mstep: Class 14 contains 155901 members 
Mstep: Class 15 contains 29660 members 
Mstep: Class 16 contains 11558 members 
Mstep: Class 17 contains 10085 members 
Mstep: Class 18 contains 9031 members 
Mstep: Class 19 contains 14775 members 
Mstep: Class 20 contains 12296 members 
Mstep: Class 21 contains 171462 members 
Mstep: Class 22 contains 30067 members 
Mstep: Class 23 contains 25027 members 
Mstep: Class 24 contains 82323 members 
Mstep: Class 25 contains 24724 members 
Mstep: Class 26 contains 13523 members 
Mstep: Class 27 contains 332680 members 
Mstep: Class 28 contains 203063 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10079 members 
Mstep: Class 31 contains 9009 members 
Mstep: Class 32 contains 83438 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222680 members 
Mstep: Class 35 contains 91410 members 
Mstep: Class 36 contains 21050 members 
Mstep: Class 37 contains 8189 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491568.000000 Penalty: 136683.125000
Iteration 250Q: 39 clusters Score -2.354916e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 13790 members 
Mstep: Class 3 contains 13842 members 
Mstep: Class 4 contains 3312 members 
Mstep: Class 5 contains 42480 members 
Mstep: Class 6 contains 5934 members 
Mstep: Class 7 contains 4631 members 
Mstep: Class 8 contains 195913 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28506 members 
Mstep: Class 11 contains 17091 members 
Mstep: Class 12 contains 16740 members 
Mstep: Class 13 contains 56089 members 
Mstep: Class 14 contains 155900 members 
Mstep: Class 15 contains 29664 members 
Mstep: Class 16 contains 11560 members 
Mstep: Class 17 contains 10085 members 
Mstep: Class 18 contains 9031 members 
Mstep: Class 19 contains 14775 members 
Mstep: Class 20 contains 12296 members 
Mstep: Class 21 contains 171460 members 
Mstep: Class 22 contains 30070 members 
Mstep: Class 23 contains 25022 members 
Mstep: Class 24 contains 82321 members 
Mstep: Class 25 contains 24724 members 
Mstep: Class 26 contains 13523 members 
Mstep: Class 27 contains 332686 members 
Mstep: Class 28 contains 203041 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10081 members 
Mstep: Class 31 contains 9009 members 
Mstep: Class 32 contains 83437 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222695 members 
Mstep: Class 35 contains 91407 members 
Mstep: Class 36 contains 21054 members 
Mstep: Class 37 contains 8189 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491392.000000 Penalty: 136683.125000
Iteration 251Q: 39 clusters Score -2.354914e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 13788 members 
Mstep: Class 3 contains 13842 members 
Mstep: Class 4 contains 3312 members 
Mstep: Class 5 contains 42475 members 
Mstep: Class 6 contains 5934 members 
Mstep: Class 7 contains 4630 members 
Mstep: Class 8 contains 195905 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28506 members 
Mstep: Class 11 contains 17090 members 
Mstep: Class 12 contains 16741 members 
Mstep: Class 13 contains 56089 members 
Mstep: Class 14 contains 155900 members 
Mstep: Class 15 contains 29672 members 
Mstep: Class 16 contains 11560 members 
Mstep: Class 17 contains 10085 members 
Mstep: Class 18 contains 9031 members 
Mstep: Class 19 contains 14777 members 
Mstep: Class 20 contains 12296 members 
Mstep: Class 21 contains 171454 members 
Mstep: Class 22 contains 30072 members 
Mstep: Class 23 contains 25018 members 
Mstep: Class 24 contains 82320 members 
Mstep: Class 25 contains 24724 members 
Mstep: Class 26 contains 13523 members 
Mstep: Class 27 contains 332683 members 
Mstep: Class 28 contains 203044 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10081 members 
Mstep: Class 31 contains 9008 members 
Mstep: Class 32 contains 83437 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222713 members 
Mstep: Class 35 contains 91409 members 
Mstep: Class 36 contains 21050 members 
Mstep: Class 37 contains 8189 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491616.000000 Penalty: 136683.125000
Iteration 252Q: 39 clusters Score -2.354916e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 13789 members 
Mstep: Class 3 contains 13842 members 
Mstep: Class 4 contains 3310 members 
Mstep: Class 5 contains 42474 members 
Mstep: Class 6 contains 5934 members 
Mstep: Class 7 contains 4630 members 
Mstep: Class 8 contains 195908 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28504 members 
Mstep: Class 11 contains 17089 members 
Mstep: Class 12 contains 16741 members 
Mstep: Class 13 contains 56089 members 
Mstep: Class 14 contains 155898 members 
Mstep: Class 15 contains 29676 members 
Mstep: Class 16 contains 11560 members 
Mstep: Class 17 contains 10083 members 
Mstep: Class 18 contains 9030 members 
Mstep: Class 19 contains 14776 members 
Mstep: Class 20 contains 12296 members 
Mstep: Class 21 contains 171456 members 
Mstep: Class 22 contains 30074 members 
Mstep: Class 23 contains 25015 members 
Mstep: Class 24 contains 82320 members 
Mstep: Class 25 contains 24725 members 
Mstep: Class 26 contains 13525 members 
Mstep: Class 27 contains 332680 members 
Mstep: Class 28 contains 203010 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10082 members 
Mstep: Class 31 contains 9008 members 
Mstep: Class 32 contains 83435 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222748 members 
Mstep: Class 35 contains 91416 members 
Mstep: Class 36 contains 21045 members 
Mstep: Class 37 contains 8190 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491488.000000 Penalty: 136683.125000
Iteration 253Q: 39 clusters Score -2.354915e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 13790 members 
Mstep: Class 3 contains 13842 members 
Mstep: Class 4 contains 3310 members 
Mstep: Class 5 contains 42472 members 
Mstep: Class 6 contains 5934 members 
Mstep: Class 7 contains 4630 members 
Mstep: Class 8 contains 195916 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28503 members 
Mstep: Class 11 contains 17089 members 
Mstep: Class 12 contains 16741 members 
Mstep: Class 13 contains 56088 members 
Mstep: Class 14 contains 155895 members 
Mstep: Class 15 contains 29680 members 
Mstep: Class 16 contains 11560 members 
Mstep: Class 17 contains 10083 members 
Mstep: Class 18 contains 9030 members 
Mstep: Class 19 contains 14777 members 
Mstep: Class 20 contains 12296 members 
Mstep: Class 21 contains 171452 members 
Mstep: Class 22 contains 30071 members 
Mstep: Class 23 contains 25014 members 
Mstep: Class 24 contains 82318 members 
Mstep: Class 25 contains 24725 members 
Mstep: Class 26 contains 13524 members 
Mstep: Class 27 contains 332683 members 
Mstep: Class 28 contains 202971 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10085 members 
Mstep: Class 31 contains 9008 members 
Mstep: Class 32 contains 83433 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222785 members 
Mstep: Class 35 contains 91420 members 
Mstep: Class 36 contains 21041 members 
Mstep: Class 37 contains 8191 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491472.000000 Penalty: 136683.125000
Iteration 254Q: 39 clusters Score -2.354915e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 13790 members 
Mstep: Class 3 contains 13841 members 
Mstep: Class 4 contains 3310 members 
Mstep: Class 5 contains 42470 members 
Mstep: Class 6 contains 5934 members 
Mstep: Class 7 contains 4629 members 
Mstep: Class 8 contains 195916 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28503 members 
Mstep: Class 11 contains 17089 members 
Mstep: Class 12 contains 16742 members 
Mstep: Class 13 contains 56088 members 
Mstep: Class 14 contains 155895 members 
Mstep: Class 15 contains 29687 members 
Mstep: Class 16 contains 11560 members 
Mstep: Class 17 contains 10082 members 
Mstep: Class 18 contains 9030 members 
Mstep: Class 19 contains 14777 members 
Mstep: Class 20 contains 12296 members 
Mstep: Class 21 contains 171444 members 
Mstep: Class 22 contains 30075 members 
Mstep: Class 23 contains 25009 members 
Mstep: Class 24 contains 82315 members 
Mstep: Class 25 contains 24726 members 
Mstep: Class 26 contains 13524 members 
Mstep: Class 27 contains 332685 members 
Mstep: Class 28 contains 202934 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10086 members 
Mstep: Class 31 contains 9008 members 
Mstep: Class 32 contains 83433 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222828 members 
Mstep: Class 35 contains 91422 members 
Mstep: Class 36 contains 21036 members 
Mstep: Class 37 contains 8193 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491600.000000 Penalty: 136683.125000
Iteration 255Q: 39 clusters Score -2.354916e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 13789 members 
Mstep: Class 3 contains 13841 members 
Mstep: Class 4 contains 3310 members 
Mstep: Class 5 contains 42464 members 
Mstep: Class 6 contains 5934 members 
Mstep: Class 7 contains 4628 members 
Mstep: Class 8 contains 195917 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28502 members 
Mstep: Class 11 contains 17089 members 
Mstep: Class 12 contains 16741 members 
Mstep: Class 13 contains 56089 members 
Mstep: Class 14 contains 155895 members 
Mstep: Class 15 contains 29694 members 
Mstep: Class 16 contains 11560 members 
Mstep: Class 17 contains 10082 members 
Mstep: Class 18 contains 9031 members 
Mstep: Class 19 contains 14778 members 
Mstep: Class 20 contains 12296 members 
Mstep: Class 21 contains 171441 members 
Mstep: Class 22 contains 30073 members 
Mstep: Class 23 contains 25008 members 
Mstep: Class 24 contains 82313 members 
Mstep: Class 25 contains 24727 members 
Mstep: Class 26 contains 13521 members 
Mstep: Class 27 contains 332692 members 
Mstep: Class 28 contains 202896 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10086 members 
Mstep: Class 31 contains 9009 members 
Mstep: Class 32 contains 83436 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222861 members 
Mstep: Class 35 contains 91430 members 
Mstep: Class 36 contains 21031 members 
Mstep: Class 37 contains 8194 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491728.000000 Penalty: 136683.125000
Iteration 256Q: 39 clusters Score -2.354917e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 13790 members 
Mstep: Class 3 contains 13842 members 
Mstep: Class 4 contains 3310 members 
Mstep: Class 5 contains 42462 members 
Mstep: Class 6 contains 5934 members 
Mstep: Class 7 contains 4628 members 
Mstep: Class 8 contains 195931 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28500 members 
Mstep: Class 11 contains 17089 members 
Mstep: Class 12 contains 16740 members 
Mstep: Class 13 contains 56089 members 
Mstep: Class 14 contains 155893 members 
Mstep: Class 15 contains 29703 members 
Mstep: Class 16 contains 11561 members 
Mstep: Class 17 contains 10082 members 
Mstep: Class 18 contains 9031 members 
Mstep: Class 19 contains 14779 members 
Mstep: Class 20 contains 12296 members 
Mstep: Class 21 contains 171438 members 
Mstep: Class 22 contains 30070 members 
Mstep: Class 23 contains 25005 members 
Mstep: Class 24 contains 82314 members 
Mstep: Class 25 contains 24727 members 
Mstep: Class 26 contains 13521 members 
Mstep: Class 27 contains 332691 members 
Mstep: Class 28 contains 202857 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10086 members 
Mstep: Class 31 contains 9009 members 
Mstep: Class 32 contains 83435 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222881 members 
Mstep: Class 35 contains 91435 members 
Mstep: Class 36 contains 21032 members 
Mstep: Class 37 contains 8196 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491936.000000 Penalty: 136683.125000
Iteration 257Q: 39 clusters Score -2.354919e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 13790 members 
Mstep: Class 3 contains 13843 members 
Mstep: Class 4 contains 3310 members 
Mstep: Class 5 contains 42462 members 
Mstep: Class 6 contains 5934 members 
Mstep: Class 7 contains 4628 members 
Mstep: Class 8 contains 195937 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28498 members 
Mstep: Class 11 contains 17089 members 
Mstep: Class 12 contains 16740 members 
Mstep: Class 13 contains 56090 members 
Mstep: Class 14 contains 155893 members 
Mstep: Class 15 contains 29709 members 
Mstep: Class 16 contains 11561 members 
Mstep: Class 17 contains 10080 members 
Mstep: Class 18 contains 9031 members 
Mstep: Class 19 contains 14777 members 
Mstep: Class 20 contains 12296 members 
Mstep: Class 21 contains 171437 members 
Mstep: Class 22 contains 30072 members 
Mstep: Class 23 contains 25002 members 
Mstep: Class 24 contains 82314 members 
Mstep: Class 25 contains 24728 members 
Mstep: Class 26 contains 13520 members 
Mstep: Class 27 contains 332694 members 
Mstep: Class 28 contains 202819 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10086 members 
Mstep: Class 31 contains 9009 members 
Mstep: Class 32 contains 83433 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222914 members 
Mstep: Class 35 contains 91433 members 
Mstep: Class 36 contains 21029 members 
Mstep: Class 37 contains 8199 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491792.000000 Penalty: 136683.125000
Iteration 258Q: 39 clusters Score -2.354918e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 13789 members 
Mstep: Class 3 contains 13843 members 
Mstep: Class 4 contains 3310 members 
Mstep: Class 5 contains 42461 members 
Mstep: Class 6 contains 5933 members 
Mstep: Class 7 contains 4627 members 
Mstep: Class 8 contains 195938 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28498 members 
Mstep: Class 11 contains 17089 members 
Mstep: Class 12 contains 16740 members 
Mstep: Class 13 contains 56090 members 
Mstep: Class 14 contains 155891 members 
Mstep: Class 15 contains 29712 members 
Mstep: Class 16 contains 11561 members 
Mstep: Class 17 contains 10080 members 
Mstep: Class 18 contains 9031 members 
Mstep: Class 19 contains 14776 members 
Mstep: Class 20 contains 12297 members 
Mstep: Class 21 contains 171429 members 
Mstep: Class 22 contains 30075 members 
Mstep: Class 23 contains 24997 members 
Mstep: Class 24 contains 82315 members 
Mstep: Class 25 contains 24729 members 
Mstep: Class 26 contains 13520 members 
Mstep: Class 27 contains 332691 members 
Mstep: Class 28 contains 202792 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10086 members 
Mstep: Class 31 contains 9009 members 
Mstep: Class 32 contains 83432 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222952 members 
Mstep: Class 35 contains 91434 members 
Mstep: Class 36 contains 21029 members 
Mstep: Class 37 contains 8200 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491760.000000 Penalty: 136683.125000
Iteration 259Q: 39 clusters Score -2.354918e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 13789 members 
Mstep: Class 3 contains 13844 members 
Mstep: Class 4 contains 3310 members 
Mstep: Class 5 contains 42462 members 
Mstep: Class 6 contains 5933 members 
Mstep: Class 7 contains 4627 members 
Mstep: Class 8 contains 195941 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28498 members 
Mstep: Class 11 contains 17089 members 
Mstep: Class 12 contains 16740 members 
Mstep: Class 13 contains 56091 members 
Mstep: Class 14 contains 155888 members 
Mstep: Class 15 contains 29714 members 
Mstep: Class 16 contains 11561 members 
Mstep: Class 17 contains 10080 members 
Mstep: Class 18 contains 9031 members 
Mstep: Class 19 contains 14783 members 
Mstep: Class 20 contains 12298 members 
Mstep: Class 21 contains 171424 members 
Mstep: Class 22 contains 30076 members 
Mstep: Class 23 contains 24992 members 
Mstep: Class 24 contains 82310 members 
Mstep: Class 25 contains 24728 members 
Mstep: Class 26 contains 13520 members 
Mstep: Class 27 contains 332694 members 
Mstep: Class 28 contains 202752 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10086 members 
Mstep: Class 31 contains 9009 members 
Mstep: Class 32 contains 83432 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222981 members 
Mstep: Class 35 contains 91439 members 
Mstep: Class 36 contains 21031 members 
Mstep: Class 37 contains 8203 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491920.000000 Penalty: 136683.125000
Iteration 260F: 39 clusters Score -2.354919e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 13789 members 
Mstep: Class 3 contains 13843 members 
Mstep: Class 4 contains 3310 members 
Mstep: Class 5 contains 42463 members 
Mstep: Class 6 contains 5933 members 
Mstep: Class 7 contains 4627 members 
Mstep: Class 8 contains 195943 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28498 members 
Mstep: Class 11 contains 17088 members 
Mstep: Class 12 contains 16741 members 
Mstep: Class 13 contains 56091 members 
Mstep: Class 14 contains 155889 members 
Mstep: Class 15 contains 29714 members 
Mstep: Class 16 contains 11561 members 
Mstep: Class 17 contains 10080 members 
Mstep: Class 18 contains 9031 members 
Mstep: Class 19 contains 14784 members 
Mstep: Class 20 contains 12298 members 
Mstep: Class 21 contains 171417 members 
Mstep: Class 22 contains 30076 members 
Mstep: Class 23 contains 24990 members 
Mstep: Class 24 contains 82308 members 
Mstep: Class 25 contains 24729 members 
Mstep: Class 26 contains 13521 members 
Mstep: Class 27 contains 332697 members 
Mstep: Class 28 contains 202747 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10085 members 
Mstep: Class 31 contains 9009 members 
Mstep: Class 32 contains 83427 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222989 members 
Mstep: Class 35 contains 91441 members 
Mstep: Class 36 contains 21035 members 
Mstep: Class 37 contains 8202 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491952.000000 Penalty: 136683.125000
Iteration 261Q: 39 clusters Score -2.35492e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 13788 members 
Mstep: Class 3 contains 13839 members 
Mstep: Class 4 contains 3309 members 
Mstep: Class 5 contains 42465 members 
Mstep: Class 6 contains 5933 members 
Mstep: Class 7 contains 4627 members 
Mstep: Class 8 contains 195948 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28498 members 
Mstep: Class 11 contains 17088 members 
Mstep: Class 12 contains 16741 members 
Mstep: Class 13 contains 56092 members 
Mstep: Class 14 contains 155889 members 
Mstep: Class 15 contains 29717 members 
Mstep: Class 16 contains 11561 members 
Mstep: Class 17 contains 10080 members 
Mstep: Class 18 contains 9031 members 
Mstep: Class 19 contains 14785 members 
Mstep: Class 20 contains 12298 members 
Mstep: Class 21 contains 171407 members 
Mstep: Class 22 contains 30077 members 
Mstep: Class 23 contains 24989 members 
Mstep: Class 24 contains 82306 members 
Mstep: Class 25 contains 24730 members 
Mstep: Class 26 contains 13523 members 
Mstep: Class 27 contains 332695 members 
Mstep: Class 28 contains 202752 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10085 members 
Mstep: Class 31 contains 9009 members 
Mstep: Class 32 contains 83426 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222987 members 
Mstep: Class 35 contains 91439 members 
Mstep: Class 36 contains 21037 members 
Mstep: Class 37 contains 8203 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491888.000000 Penalty: 136683.125000
Iteration 262Q: 39 clusters Score -2.354919e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 13788 members 
Mstep: Class 3 contains 13837 members 
Mstep: Class 4 contains 3309 members 
Mstep: Class 5 contains 42467 members 
Mstep: Class 6 contains 5934 members 
Mstep: Class 7 contains 4627 members 
Mstep: Class 8 contains 195946 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28499 members 
Mstep: Class 11 contains 17088 members 
Mstep: Class 12 contains 16741 members 
Mstep: Class 13 contains 56092 members 
Mstep: Class 14 contains 155890 members 
Mstep: Class 15 contains 29717 members 
Mstep: Class 16 contains 11561 members 
Mstep: Class 17 contains 10081 members 
Mstep: Class 18 contains 9031 members 
Mstep: Class 19 contains 14786 members 
Mstep: Class 20 contains 12298 members 
Mstep: Class 21 contains 171399 members 
Mstep: Class 22 contains 30074 members 
Mstep: Class 23 contains 24987 members 
Mstep: Class 24 contains 82305 members 
Mstep: Class 25 contains 24732 members 
Mstep: Class 26 contains 13524 members 
Mstep: Class 27 contains 332697 members 
Mstep: Class 28 contains 202763 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10085 members 
Mstep: Class 31 contains 9009 members 
Mstep: Class 32 contains 83424 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222981 members 
Mstep: Class 35 contains 91439 members 
Mstep: Class 36 contains 21037 members 
Mstep: Class 37 contains 8203 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491824.000000 Penalty: 136683.125000
Iteration 263Q: 39 clusters Score -2.354918e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 13788 members 
Mstep: Class 3 contains 13836 members 
Mstep: Class 4 contains 3309 members 
Mstep: Class 5 contains 42468 members 
Mstep: Class 6 contains 5934 members 
Mstep: Class 7 contains 4626 members 
Mstep: Class 8 contains 195955 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28499 members 
Mstep: Class 11 contains 17088 members 
Mstep: Class 12 contains 16741 members 
Mstep: Class 13 contains 56094 members 
Mstep: Class 14 contains 155890 members 
Mstep: Class 15 contains 29722 members 
Mstep: Class 16 contains 11561 members 
Mstep: Class 17 contains 10081 members 
Mstep: Class 18 contains 9032 members 
Mstep: Class 19 contains 14785 members 
Mstep: Class 20 contains 12298 members 
Mstep: Class 21 contains 171388 members 
Mstep: Class 22 contains 30073 members 
Mstep: Class 23 contains 24986 members 
Mstep: Class 24 contains 82302 members 
Mstep: Class 25 contains 24733 members 
Mstep: Class 26 contains 13524 members 
Mstep: Class 27 contains 332705 members 
Mstep: Class 28 contains 202768 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10085 members 
Mstep: Class 31 contains 9008 members 
Mstep: Class 32 contains 83418 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222972 members 
Mstep: Class 35 contains 91442 members 
Mstep: Class 36 contains 21036 members 
Mstep: Class 37 contains 8204 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235492064.000000 Penalty: 136683.125000
Iteration 264Q: 39 clusters Score -2.354921e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 13789 members 
Mstep: Class 3 contains 13836 members 
Mstep: Class 4 contains 3309 members 
Mstep: Class 5 contains 42468 members 
Mstep: Class 6 contains 5934 members 
Mstep: Class 7 contains 4626 members 
Mstep: Class 8 contains 195959 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28500 members 
Mstep: Class 11 contains 17088 members 
Mstep: Class 12 contains 16741 members 
Mstep: Class 13 contains 56093 members 
Mstep: Class 14 contains 155893 members 
Mstep: Class 15 contains 29727 members 
Mstep: Class 16 contains 11561 members 
Mstep: Class 17 contains 10081 members 
Mstep: Class 18 contains 9032 members 
Mstep: Class 19 contains 14784 members 
Mstep: Class 20 contains 12298 members 
Mstep: Class 21 contains 171382 members 
Mstep: Class 22 contains 30073 members 
Mstep: Class 23 contains 24984 members 
Mstep: Class 24 contains 82296 members 
Mstep: Class 25 contains 24733 members 
Mstep: Class 26 contains 13524 members 
Mstep: Class 27 contains 332707 members 
Mstep: Class 28 contains 202769 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10085 members 
Mstep: Class 31 contains 9008 members 
Mstep: Class 32 contains 83415 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222976 members 
Mstep: Class 35 contains 91442 members 
Mstep: Class 36 contains 21031 members 
Mstep: Class 37 contains 8207 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235491952.000000 Penalty: 136683.125000
Iteration 265Q: 39 clusters Score -2.35492e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 13788 members 
Mstep: Class 3 contains 13835 members 
Mstep: Class 4 contains 3309 members 
Mstep: Class 5 contains 42468 members 
Mstep: Class 6 contains 5933 members 
Mstep: Class 7 contains 4626 members 
Mstep: Class 8 contains 195968 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28501 members 
Mstep: Class 11 contains 17088 members 
Mstep: Class 12 contains 16739 members 
Mstep: Class 13 contains 56094 members 
Mstep: Class 14 contains 155894 members 
Mstep: Class 15 contains 29729 members 
Mstep: Class 16 contains 11561 members 
Mstep: Class 17 contains 10081 members 
Mstep: Class 18 contains 9032 members 
Mstep: Class 19 contains 14781 members 
Mstep: Class 20 contains 12298 members 
Mstep: Class 21 contains 171376 members 
Mstep: Class 22 contains 30073 members 
Mstep: Class 23 contains 24981 members 
Mstep: Class 24 contains 82295 members 
Mstep: Class 25 contains 24733 members 
Mstep: Class 26 contains 13524 members 
Mstep: Class 27 contains 332708 members 
Mstep: Class 28 contains 202755 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10085 members 
Mstep: Class 31 contains 9008 members 
Mstep: Class 32 contains 83413 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222994 members 
Mstep: Class 35 contains 91446 members 
Mstep: Class 36 contains 21026 members 
Mstep: Class 37 contains 8209 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235492128.000000 Penalty: 136683.125000
Iteration 266Q: 39 clusters Score -2.354921e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 13789 members 
Mstep: Class 3 contains 13835 members 
Mstep: Class 4 contains 3309 members 
Mstep: Class 5 contains 42468 members 
Mstep: Class 6 contains 5930 members 
Mstep: Class 7 contains 4627 members 
Mstep: Class 8 contains 195969 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28502 members 
Mstep: Class 11 contains 17088 members 
Mstep: Class 12 contains 16738 members 
Mstep: Class 13 contains 56094 members 
Mstep: Class 14 contains 155893 members 
Mstep: Class 15 contains 29735 members 
Mstep: Class 16 contains 11561 members 
Mstep: Class 17 contains 10082 members 
Mstep: Class 18 contains 9032 members 
Mstep: Class 19 contains 14778 members 
Mstep: Class 20 contains 12298 members 
Mstep: Class 21 contains 171368 members 
Mstep: Class 22 contains 30072 members 
Mstep: Class 23 contains 24978 members 
Mstep: Class 24 contains 82293 members 
Mstep: Class 25 contains 24733 members 
Mstep: Class 26 contains 13524 members 
Mstep: Class 27 contains 332700 members 
Mstep: Class 28 contains 202755 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10084 members 
Mstep: Class 31 contains 9007 members 
Mstep: Class 32 contains 83413 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 223009 members 
Mstep: Class 35 contains 91450 members 
Mstep: Class 36 contains 21024 members 
Mstep: Class 37 contains 8212 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235492128.000000 Penalty: 136683.125000
Iteration 267Q: 39 clusters Score -2.354921e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 13790 members 
Mstep: Class 3 contains 13835 members 
Mstep: Class 4 contains 3308 members 
Mstep: Class 5 contains 42467 members 
Mstep: Class 6 contains 5926 members 
Mstep: Class 7 contains 4627 members 
Mstep: Class 8 contains 195970 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28501 members 
Mstep: Class 11 contains 17088 members 
Mstep: Class 12 contains 16737 members 
Mstep: Class 13 contains 56094 members 
Mstep: Class 14 contains 155891 members 
Mstep: Class 15 contains 29742 members 
Mstep: Class 16 contains 11561 members 
Mstep: Class 17 contains 10083 members 
Mstep: Class 18 contains 9032 members 
Mstep: Class 19 contains 14776 members 
Mstep: Class 20 contains 12298 members 
Mstep: Class 21 contains 171369 members 
Mstep: Class 22 contains 30074 members 
Mstep: Class 23 contains 24978 members 
Mstep: Class 24 contains 82293 members 
Mstep: Class 25 contains 24733 members 
Mstep: Class 26 contains 13524 members 
Mstep: Class 27 contains 332692 members 
Mstep: Class 28 contains 202746 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10082 members 
Mstep: Class 31 contains 9007 members 
Mstep: Class 32 contains 83414 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 223029 members 
Mstep: Class 35 contains 91448 members 
Mstep: Class 36 contains 21020 members 
Mstep: Class 37 contains 8215 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235492240.000000 Penalty: 136683.125000
Iteration 268Q: 39 clusters Score -2.354922e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 13790 members 
Mstep: Class 3 contains 13836 members 
Mstep: Class 4 contains 3307 members 
Mstep: Class 5 contains 42467 members 
Mstep: Class 6 contains 5925 members 
Mstep: Class 7 contains 4627 members 
Mstep: Class 8 contains 195975 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28500 members 
Mstep: Class 11 contains 17088 members 
Mstep: Class 12 contains 16734 members 
Mstep: Class 13 contains 56094 members 
Mstep: Class 14 contains 155891 members 
Mstep: Class 15 contains 29752 members 
Mstep: Class 16 contains 11561 members 
Mstep: Class 17 contains 10083 members 
Mstep: Class 18 contains 9032 members 
Mstep: Class 19 contains 14777 members 
Mstep: Class 20 contains 12298 members 
Mstep: Class 21 contains 171375 members 
Mstep: Class 22 contains 30073 members 
Mstep: Class 23 contains 24977 members 
Mstep: Class 24 contains 82294 members 
Mstep: Class 25 contains 24733 members 
Mstep: Class 26 contains 13524 members 
Mstep: Class 27 contains 332687 members 
Mstep: Class 28 contains 202731 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10081 members 
Mstep: Class 31 contains 9007 members 
Mstep: Class 32 contains 83413 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 223040 members 
Mstep: Class 35 contains 91448 members 
Mstep: Class 36 contains 21014 members 
Mstep: Class 37 contains 8216 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235492416.000000 Penalty: 136683.125000
Iteration 269Q: 39 clusters Score -2.354924e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 13791 members 
Mstep: Class 3 contains 13835 members 
Mstep: Class 4 contains 3307 members 
Mstep: Class 5 contains 42463 members 
Mstep: Class 6 contains 5926 members 
Mstep: Class 7 contains 4626 members 
Mstep: Class 8 contains 195977 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28500 members 
Mstep: Class 11 contains 17088 members 
Mstep: Class 12 contains 16734 members 
Mstep: Class 13 contains 56094 members 
Mstep: Class 14 contains 155890 members 
Mstep: Class 15 contains 29760 members 
Mstep: Class 16 contains 11561 members 
Mstep: Class 17 contains 10083 members 
Mstep: Class 18 contains 9034 members 
Mstep: Class 19 contains 14778 members 
Mstep: Class 20 contains 12297 members 
Mstep: Class 21 contains 171377 members 
Mstep: Class 22 contains 30074 members 
Mstep: Class 23 contains 24975 members 
Mstep: Class 24 contains 82291 members 
Mstep: Class 25 contains 24733 members 
Mstep: Class 26 contains 13524 members 
Mstep: Class 27 contains 332692 members 
Mstep: Class 28 contains 202710 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10079 members 
Mstep: Class 31 contains 9006 members 
Mstep: Class 32 contains 83414 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 223049 members 
Mstep: Class 35 contains 91449 members 
Mstep: Class 36 contains 21014 members 
Mstep: Class 37 contains 8219 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235492640.000000 Penalty: 136683.125000
Iteration 270Q: 39 clusters Score -2.354926e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 13792 members 
Mstep: Class 3 contains 13835 members 
Mstep: Class 4 contains 3306 members 
Mstep: Class 5 contains 42462 members 
Mstep: Class 6 contains 5926 members 
Mstep: Class 7 contains 4625 members 
Mstep: Class 8 contains 195974 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28498 members 
Mstep: Class 11 contains 17088 members 
Mstep: Class 12 contains 16734 members 
Mstep: Class 13 contains 56094 members 
Mstep: Class 14 contains 155888 members 
Mstep: Class 15 contains 29771 members 
Mstep: Class 16 contains 11561 members 
Mstep: Class 17 contains 10085 members 
Mstep: Class 18 contains 9034 members 
Mstep: Class 19 contains 14781 members 
Mstep: Class 20 contains 12296 members 
Mstep: Class 21 contains 171381 members 
Mstep: Class 22 contains 30075 members 
Mstep: Class 23 contains 24973 members 
Mstep: Class 24 contains 82291 members 
Mstep: Class 25 contains 24733 members 
Mstep: Class 26 contains 13524 members 
Mstep: Class 27 contains 332695 members 
Mstep: Class 28 contains 202689 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10079 members 
Mstep: Class 31 contains 9006 members 
Mstep: Class 32 contains 83411 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 223075 members 
Mstep: Class 35 contains 91439 members 
Mstep: Class 36 contains 21007 members 
Mstep: Class 37 contains 8221 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235492352.000000 Penalty: 136683.125000
Iteration 271Q: 39 clusters Score -2.354924e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 13791 members 
Mstep: Class 3 contains 13837 members 
Mstep: Class 4 contains 3306 members 
Mstep: Class 5 contains 42460 members 
Mstep: Class 6 contains 5926 members 
Mstep: Class 7 contains 4622 members 
Mstep: Class 8 contains 195978 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28496 members 
Mstep: Class 11 contains 17087 members 
Mstep: Class 12 contains 16735 members 
Mstep: Class 13 contains 56096 members 
Mstep: Class 14 contains 155885 members 
Mstep: Class 15 contains 29776 members 
Mstep: Class 16 contains 11561 members 
Mstep: Class 17 contains 10085 members 
Mstep: Class 18 contains 9035 members 
Mstep: Class 19 contains 14783 members 
Mstep: Class 20 contains 12296 members 
Mstep: Class 21 contains 171376 members 
Mstep: Class 22 contains 30076 members 
Mstep: Class 23 contains 24970 members 
Mstep: Class 24 contains 82290 members 
Mstep: Class 25 contains 24733 members 
Mstep: Class 26 contains 13526 members 
Mstep: Class 27 contains 332692 members 
Mstep: Class 28 contains 202686 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10077 members 
Mstep: Class 31 contains 9006 members 
Mstep: Class 32 contains 83410 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 223090 members 
Mstep: Class 35 contains 91436 members 
Mstep: Class 36 contains 21002 members 
Mstep: Class 37 contains 8223 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235492320.000000 Penalty: 136683.125000
Iteration 272Q: 39 clusters Score -2.354923e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 13792 members 
Mstep: Class 3 contains 13834 members 
Mstep: Class 4 contains 3306 members 
Mstep: Class 5 contains 42459 members 
Mstep: Class 6 contains 5926 members 
Mstep: Class 7 contains 4616 members 
Mstep: Class 8 contains 195983 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28494 members 
Mstep: Class 11 contains 17087 members 
Mstep: Class 12 contains 16735 members 
Mstep: Class 13 contains 56096 members 
Mstep: Class 14 contains 155883 members 
Mstep: Class 15 contains 29791 members 
Mstep: Class 16 contains 11562 members 
Mstep: Class 17 contains 10085 members 
Mstep: Class 18 contains 9037 members 
Mstep: Class 19 contains 14788 members 
Mstep: Class 20 contains 12296 members 
Mstep: Class 21 contains 171370 members 
Mstep: Class 22 contains 30075 members 
Mstep: Class 23 contains 24969 members 
Mstep: Class 24 contains 82288 members 
Mstep: Class 25 contains 24735 members 
Mstep: Class 26 contains 13528 members 
Mstep: Class 27 contains 332694 members 
Mstep: Class 28 contains 202693 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10077 members 
Mstep: Class 31 contains 9006 members 
Mstep: Class 32 contains 83408 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 223083 members 
Mstep: Class 35 contains 91435 members 
Mstep: Class 36 contains 20993 members 
Mstep: Class 37 contains 8223 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235492592.000000 Penalty: 136683.125000
Iteration 273Q: 39 clusters Score -2.354926e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 13794 members 
Mstep: Class 3 contains 13831 members 
Mstep: Class 4 contains 3306 members 
Mstep: Class 5 contains 42458 members 
Mstep: Class 6 contains 5926 members 
Mstep: Class 7 contains 4615 members 
Mstep: Class 8 contains 195983 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28494 members 
Mstep: Class 11 contains 17086 members 
Mstep: Class 12 contains 16736 members 
Mstep: Class 13 contains 56096 members 
Mstep: Class 14 contains 155883 members 
Mstep: Class 15 contains 29805 members 
Mstep: Class 16 contains 11563 members 
Mstep: Class 17 contains 10086 members 
Mstep: Class 18 contains 9036 members 
Mstep: Class 19 contains 14791 members 
Mstep: Class 20 contains 12296 members 
Mstep: Class 21 contains 171366 members 
Mstep: Class 22 contains 30076 members 
Mstep: Class 23 contains 24969 members 
Mstep: Class 24 contains 82284 members 
Mstep: Class 25 contains 24737 members 
Mstep: Class 26 contains 13527 members 
Mstep: Class 27 contains 332692 members 
Mstep: Class 28 contains 202699 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10078 members 
Mstep: Class 31 contains 9006 members 
Mstep: Class 32 contains 83406 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 223075 members 
Mstep: Class 35 contains 91432 members 
Mstep: Class 36 contains 20992 members 
Mstep: Class 37 contains 8223 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235492352.000000 Penalty: 136683.125000
Iteration 274Q: 39 clusters Score -2.354924e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 13793 members 
Mstep: Class 3 contains 13830 members 
Mstep: Class 4 contains 3306 members 
Mstep: Class 5 contains 42455 members 
Mstep: Class 6 contains 5926 members 
Mstep: Class 7 contains 4613 members 
Mstep: Class 8 contains 195990 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28494 members 
Mstep: Class 11 contains 17086 members 
Mstep: Class 12 contains 16737 members 
Mstep: Class 13 contains 56096 members 
Mstep: Class 14 contains 155883 members 
Mstep: Class 15 contains 29819 members 
Mstep: Class 16 contains 11564 members 
Mstep: Class 17 contains 10086 members 
Mstep: Class 18 contains 9036 members 
Mstep: Class 19 contains 14792 members 
Mstep: Class 20 contains 12296 members 
Mstep: Class 21 contains 171357 members 
Mstep: Class 22 contains 30076 members 
Mstep: Class 23 contains 24969 members 
Mstep: Class 24 contains 82284 members 
Mstep: Class 25 contains 24736 members 
Mstep: Class 26 contains 13526 members 
Mstep: Class 27 contains 332689 members 
Mstep: Class 28 contains 202703 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10078 members 
Mstep: Class 31 contains 9006 members 
Mstep: Class 32 contains 83402 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 223072 members 
Mstep: Class 35 contains 91429 members 
Mstep: Class 36 contains 20995 members 
Mstep: Class 37 contains 8223 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235492400.000000 Penalty: 136683.125000
Iteration 275Q: 39 clusters Score -2.354924e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 13792 members 
Mstep: Class 3 contains 13830 members 
Mstep: Class 4 contains 3306 members 
Mstep: Class 5 contains 42455 members 
Mstep: Class 6 contains 5926 members 
Mstep: Class 7 contains 4612 members 
Mstep: Class 8 contains 195990 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28494 members 
Mstep: Class 11 contains 17086 members 
Mstep: Class 12 contains 16737 members 
Mstep: Class 13 contains 56096 members 
Mstep: Class 14 contains 155882 members 
Mstep: Class 15 contains 29832 members 
Mstep: Class 16 contains 11564 members 
Mstep: Class 17 contains 10086 members 
Mstep: Class 18 contains 9038 members 
Mstep: Class 19 contains 14792 members 
Mstep: Class 20 contains 12296 members 
Mstep: Class 21 contains 171347 members 
Mstep: Class 22 contains 30075 members 
Mstep: Class 23 contains 24969 members 
Mstep: Class 24 contains 82284 members 
Mstep: Class 25 contains 24739 members 
Mstep: Class 26 contains 13525 members 
Mstep: Class 27 contains 332685 members 
Mstep: Class 28 contains 202706 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10078 members 
Mstep: Class 31 contains 9007 members 
Mstep: Class 32 contains 83402 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 223076 members 
Mstep: Class 35 contains 91427 members 
Mstep: Class 36 contains 20991 members 
Mstep: Class 37 contains 8223 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235492352.000000 Penalty: 136683.125000
Iteration 276Q: 39 clusters Score -2.354924e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 13796 members 
Mstep: Class 3 contains 13826 members 
Mstep: Class 4 contains 3306 members 
Mstep: Class 5 contains 42453 members 
Mstep: Class 6 contains 5926 members 
Mstep: Class 7 contains 4611 members 
Mstep: Class 8 contains 195985 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28492 members 
Mstep: Class 11 contains 17087 members 
Mstep: Class 12 contains 16737 members 
Mstep: Class 13 contains 56096 members 
Mstep: Class 14 contains 155882 members 
Mstep: Class 15 contains 29842 members 
Mstep: Class 16 contains 11564 members 
Mstep: Class 17 contains 10086 members 
Mstep: Class 18 contains 9038 members 
Mstep: Class 19 contains 14792 members 
Mstep: Class 20 contains 12296 members 
Mstep: Class 21 contains 171345 members 
Mstep: Class 22 contains 30077 members 
Mstep: Class 23 contains 24969 members 
Mstep: Class 24 contains 82283 members 
Mstep: Class 25 contains 24744 members 
Mstep: Class 26 contains 13524 members 
Mstep: Class 27 contains 332680 members 
Mstep: Class 28 contains 202691 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10078 members 
Mstep: Class 31 contains 9008 members 
Mstep: Class 32 contains 83402 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 223094 members 
Mstep: Class 35 contains 91429 members 
Mstep: Class 36 contains 20986 members 
Mstep: Class 37 contains 8223 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235492416.000000 Penalty: 136683.125000
Iteration 277Q: 39 clusters Score -2.354924e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 13798 members 
Mstep: Class 3 contains 13827 members 
Mstep: Class 4 contains 3306 members 
Mstep: Class 5 contains 42454 members 
Mstep: Class 6 contains 5926 members 
Mstep: Class 7 contains 4613 members 
Mstep: Class 8 contains 195988 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28492 members 
Mstep: Class 11 contains 17087 members 
Mstep: Class 12 contains 16737 members 
Mstep: Class 13 contains 56098 members 
Mstep: Class 14 contains 155884 members 
Mstep: Class 15 contains 29849 members 
Mstep: Class 16 contains 11564 members 
Mstep: Class 17 contains 10085 members 
Mstep: Class 18 contains 9039 members 
Mstep: Class 19 contains 14791 members 
Mstep: Class 20 contains 12296 members 
Mstep: Class 21 contains 171335 members 
Mstep: Class 22 contains 30080 members 
Mstep: Class 23 contains 24969 members 
Mstep: Class 24 contains 82282 members 
Mstep: Class 25 contains 24744 members 
Mstep: Class 26 contains 13523 members 
Mstep: Class 27 contains 332676 members 
Mstep: Class 28 contains 202694 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10078 members 
Mstep: Class 31 contains 9006 members 
Mstep: Class 32 contains 83400 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 223101 members 
Mstep: Class 35 contains 91425 members 
Mstep: Class 36 contains 20978 members 
Mstep: Class 37 contains 8223 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235492464.000000 Penalty: 136683.125000
Iteration 278Q: 39 clusters Score -2.354925e+08 nChanged 135
Entering ConstructFrom: 
Score: -235492464.000000 Penalty: 136683.125000
Entering ConstructFrom: 
Trying to split cluster 1 (16041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Entering Unmasked Estep 
Score: -1901812.625000 Penalty: 2401.360107
	Iteration 0F: 2 clusters Score -1901813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1890339.375000 Penalty: 4802.720215
	Iteration 0F: 3 clusters Score -1890339 nChanged 6995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1894127.875000 Penalty: 4802.720215
	Iteration 1F: 3 clusters Score -1894128 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1894671.000000 Penalty: 4802.720215
	Iteration 2F: 3 clusters Score -1894671 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1895253.750000 Penalty: 4802.720215
	Iteration 3F: 3 clusters Score -1895254 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1895944.250000 Penalty: 4802.720215
	Iteration 4F: 3 clusters Score -1895944 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1896632.250000 Penalty: 4802.720215
	Iteration 5F: 3 clusters Score -1896632 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1897254.000000 Penalty: 4802.720215
	Iteration 6F: 3 clusters Score -1897254 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1897747.875000 Penalty: 4802.720215
	Iteration 7F: 3 clusters Score -1897748 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1898116.000000 Penalty: 4802.720215
	Iteration 8Q: 3 clusters Score -1898116 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1898410.750000 Penalty: 4802.720215
	Iteration 9Q: 3 clusters Score -1898411 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1898621.625000 Penalty: 4802.720215
	Iteration 10Q: 3 clusters Score -1898622 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1898789.500000 Penalty: 4802.720215
	Iteration 11Q: 3 clusters Score -1898790 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1898900.250000 Penalty: 4802.720215
	Iteration 12Q: 3 clusters Score -1898900 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1898998.750000 Penalty: 4802.720215
	Iteration 13Q: 3 clusters Score -1898999 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1899084.375000 Penalty: 4802.720215
	Iteration 14Q: 3 clusters Score -1899084 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1899153.375000 Penalty: 4802.720215
	Iteration 15Q: 3 clusters Score -1899153 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1899247.000000 Penalty: 4802.720215
	Iteration 16Q: 3 clusters Score -1899247 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1899326.500000 Penalty: 4802.720215
	Iteration 17Q: 3 clusters Score -1899326 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1899395.250000 Penalty: 4802.720215
	Iteration 18Q: 3 clusters Score -1899395 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1899437.500000 Penalty: 4802.720215
	Iteration 19Q: 3 clusters Score -1899438 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1899485.250000 Penalty: 4802.720215
	Iteration 20F: 3 clusters Score -1899485 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1899508.750000 Penalty: 4802.720215
	Iteration 21Q: 3 clusters Score -1899509 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1899530.125000 Penalty: 4802.720215
	Iteration 22Q: 3 clusters Score -1899530 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1899553.250000 Penalty: 4802.720215
	Iteration 23Q: 3 clusters Score -1899553 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1899571.250000 Penalty: 4802.720215
	Iteration 24Q: 3 clusters Score -1899571 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1899586.875000 Penalty: 4802.720215
	Iteration 25Q: 3 clusters Score -1899587 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1899601.625000 Penalty: 4802.720215
	Iteration 26Q: 3 clusters Score -1899602 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1899621.625000 Penalty: 4802.720215
	Iteration 27Q: 3 clusters Score -1899622 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1899634.625000 Penalty: 4802.720215
	Iteration 28Q: 3 clusters Score -1899635 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1899638.750000 Penalty: 4802.720215
	Iteration 29Q: 3 clusters Score -1899639 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1899645.750000 Penalty: 4802.720215
	Iteration 30Q: 3 clusters Score -1899646 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1899659.875000 Penalty: 4802.720215
	Iteration 31Q: 3 clusters Score -1899660 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1899666.875000 Penalty: 4802.720215
	Iteration 32Q: 3 clusters Score -1899667 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1899679.875000 Penalty: 4802.720215
	Iteration 33Q: 3 clusters Score -1899680 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1899687.125000 Penalty: 4802.720215
	Iteration 34Q: 3 clusters Score -1899687 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1899700.375000 Penalty: 4802.720215
	Iteration 35Q: 3 clusters Score -1899700 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1899709.875000 Penalty: 4802.720215
	Iteration 36Q: 3 clusters Score -1899710 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1899725.125000 Penalty: 4802.720215
	Iteration 37Q: 3 clusters Score -1899725 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1899734.375000 Penalty: 4802.720215
	Iteration 38Q: 3 clusters Score -1899734 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1899740.375000 Penalty: 4802.720215
	Iteration 39Q: 3 clusters Score -1899740 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1899755.875000 Penalty: 4802.720215
	Iteration 40F: 3 clusters Score -1899756 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1899768.625000 Penalty: 4802.720215
	Iteration 41Q: 3 clusters Score -1899769 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1899778.375000 Penalty: 4802.720215
	Iteration 42Q: 3 clusters Score -1899778 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1899797.625000 Penalty: 4802.720215
	Iteration 43Q: 3 clusters Score -1899798 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1899810.875000 Penalty: 4802.720215
	Iteration 44Q: 3 clusters Score -1899811 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1899819.125000 Penalty: 4802.720215
	Iteration 45Q: 3 clusters Score -1899819 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1899825.500000 Penalty: 4802.720215
	Iteration 46Q: 3 clusters Score -1899826 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1899838.000000 Penalty: 4802.720215
	Iteration 47Q: 3 clusters Score -1899838 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1899851.750000 Penalty: 4802.720215
	Iteration 48Q: 3 clusters Score -1899852 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1899864.625000 Penalty: 4802.720215
	Iteration 49Q: 3 clusters Score -1899865 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1899874.500000 Penalty: 4802.720215
	Iteration 50Q: 3 clusters Score -1899874 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1899877.125000 Penalty: 4802.720215
	Iteration 51Q: 3 clusters Score -1899877 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1899895.000000 Penalty: 4802.720215
	Iteration 52Q: 3 clusters Score -1899895 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1899907.375000 Penalty: 4802.720215
	Iteration 53Q: 3 clusters Score -1899907 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1899916.750000 Penalty: 4802.720215
	Iteration 54Q: 3 clusters Score -1899917 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1899925.875000 Penalty: 4802.720215
	Iteration 55Q: 3 clusters Score -1899926 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1899940.375000 Penalty: 4802.720215
	Iteration 56Q: 3 clusters Score -1899940 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1899950.875000 Penalty: 4802.720215
	Iteration 57Q: 3 clusters Score -1899951 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1899961.125000 Penalty: 4802.720215
	Iteration 58Q: 3 clusters Score -1899961 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1899966.250000 Penalty: 4802.720215
	Iteration 59Q: 3 clusters Score -1899966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1899966.375000 Penalty: 4802.720215
	Iteration 60F: 3 clusters Score -1899966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1899970.250000 Penalty: 4802.720215
	Iteration 61Q: 3 clusters Score -1899970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1899965.750000 Penalty: 4802.720215
	Iteration 62Q: 3 clusters Score -1899966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1899967.250000 Penalty: 4802.720215
	Iteration 63Q: 3 clusters Score -1899967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1899967.250000 Penalty: 4802.720215
	Iteration 64F: 3 clusters Score -1899967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Entering Unmasked Estep 
Score: -1588604.250000 Penalty: 2363.969238
	Iteration 0F: 2 clusters Score -1588604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1578577.875000 Penalty: 4727.938477
	Iteration 0F: 3 clusters Score -1578578 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1581743.500000 Penalty: 4727.938477
	Iteration 1F: 3 clusters Score -1581744 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1582202.000000 Penalty: 4727.938477
	Iteration 2F: 3 clusters Score -1582202 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1582710.750000 Penalty: 4727.938477
	Iteration 3F: 3 clusters Score -1582711 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1583266.500000 Penalty: 4727.938477
	Iteration 4F: 3 clusters Score -1583266 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1583921.500000 Penalty: 4727.938477
	Iteration 5F: 3 clusters Score -1583922 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1584719.625000 Penalty: 4727.938477
	Iteration 6F: 3 clusters Score -1584720 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1585685.125000 Penalty: 4727.938477
	Iteration 7F: 3 clusters Score -1585685 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1586664.625000 Penalty: 4727.938477
	Iteration 8F: 3 clusters Score -1586665 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1587437.125000 Penalty: 4727.938477
	Iteration 9F: 3 clusters Score -1587437 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1587947.500000 Penalty: 4727.938477
	Iteration 10Q: 3 clusters Score -1587948 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1588250.375000 Penalty: 4727.938477
	Iteration 11Q: 3 clusters Score -1588250 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1588417.000000 Penalty: 4727.938477
	Iteration 12Q: 3 clusters Score -1588417 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1588518.125000 Penalty: 4727.938477
	Iteration 13Q: 3 clusters Score -1588518 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1588611.375000 Penalty: 4727.938477
	Iteration 14Q: 3 clusters Score -1588611 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1588711.375000 Penalty: 4727.938477
	Iteration 15Q: 3 clusters Score -1588711 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1588843.375000 Penalty: 4727.938477
	Iteration 16Q: 3 clusters Score -1588843 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1589017.000000 Penalty: 4727.938477
	Iteration 17Q: 3 clusters Score -1589017 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1589236.250000 Penalty: 4727.938477
	Iteration 18Q: 3 clusters Score -1589236 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1589408.875000 Penalty: 4727.938477
	Iteration 19Q: 3 clusters Score -1589409 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1589520.500000 Penalty: 4727.938477
	Iteration 20F: 3 clusters Score -1589520 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1589582.000000 Penalty: 4727.938477
	Iteration 21Q: 3 clusters Score -1589582 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1589621.125000 Penalty: 4727.938477
	Iteration 22Q: 3 clusters Score -1589621 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1589645.500000 Penalty: 4727.938477
	Iteration 23Q: 3 clusters Score -1589646 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1589659.125000 Penalty: 4727.938477
	Iteration 24Q: 3 clusters Score -1589659 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1589661.125000 Penalty: 4727.938477
	Iteration 25Q: 3 clusters Score -1589661 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1589661.875000 Penalty: 4727.938477
	Iteration 26Q: 3 clusters Score -1589662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1589665.625000 Penalty: 4727.938477
	Iteration 27Q: 3 clusters Score -1589666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1589669.375000 Penalty: 4727.938477
	Iteration 28Q: 3 clusters Score -1589669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1589671.625000 Penalty: 4727.938477
	Iteration 29Q: 3 clusters Score -1589672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1589670.000000 Penalty: 4727.938477
	Iteration 30Q: 3 clusters Score -1589670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1589670.000000 Penalty: 4727.938477
	Iteration 31F: 3 clusters Score -1589670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 10579 members 
Mstep: Class 3 contains 13827 members 
Mstep: Class 4 contains 3306 members 
Mstep: Class 5 contains 42452 members 
Mstep: Class 6 contains 5926 members 
Mstep: Class 7 contains 4613 members 
Mstep: Class 8 contains 195990 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28491 members 
Mstep: Class 11 contains 17087 members 
Mstep: Class 12 contains 16736 members 
Mstep: Class 13 contains 56099 members 
Mstep: Class 14 contains 155883 members 
Mstep: Class 15 contains 29853 members 
Mstep: Class 16 contains 11564 members 
Mstep: Class 17 contains 10084 members 
Mstep: Class 18 contains 9040 members 
Mstep: Class 19 contains 14792 members 
Mstep: Class 20 contains 12297 members 
Mstep: Class 21 contains 171327 members 
Mstep: Class 22 contains 30079 members 
Mstep: Class 23 contains 24969 members 
Mstep: Class 24 contains 82282 members 
Mstep: Class 25 contains 24744 members 
Mstep: Class 26 contains 13524 members 
Mstep: Class 27 contains 332678 members 
Mstep: Class 28 contains 202683 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10079 members 
Mstep: Class 31 contains 9006 members 
Mstep: Class 32 contains 83398 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 223128 members 
Mstep: Class 35 contains 91423 members 
Mstep: Class 36 contains 20969 members 
Mstep: Class 37 contains 8223 members 
Mstep: Class 38 contains 905 members 
Mstep: Class 39 contains 3217 members 
Entering Unmasked Estep 
Score: -235491600.000000 Penalty: 140280.062500
Splitting cluster 2 changes total score from -235492464.000000 to -235491600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (13827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Entering Unmasked Estep 
Score: -1672245.000000 Penalty: 2364.525879
	Iteration 0F: 2 clusters Score -1672245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1662258.250000 Penalty: 4729.051758
	Iteration 0F: 3 clusters Score -1662258 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1665357.750000 Penalty: 4729.051758
	Iteration 1F: 3 clusters Score -1665358 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1665727.250000 Penalty: 4729.051758
	Iteration 2F: 3 clusters Score -1665727 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1666060.250000 Penalty: 4729.051758
	Iteration 3F: 3 clusters Score -1666060 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1666296.625000 Penalty: 4729.051758
	Iteration 4Q: 3 clusters Score -1666297 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1666497.750000 Penalty: 4729.051758
	Iteration 5Q: 3 clusters Score -1666498 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1666687.000000 Penalty: 4729.051758
	Iteration 6Q: 3 clusters Score -1666687 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1666903.125000 Penalty: 4729.051758
	Iteration 7Q: 3 clusters Score -1666903 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1667098.250000 Penalty: 4729.051758
	Iteration 8Q: 3 clusters Score -1667098 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1667320.125000 Penalty: 4729.051758
	Iteration 9Q: 3 clusters Score -1667320 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1667571.125000 Penalty: 4729.051758
	Iteration 10Q: 3 clusters Score -1667571 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1667828.750000 Penalty: 4729.051758
	Iteration 11Q: 3 clusters Score -1667829 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1668079.000000 Penalty: 4729.051758
	Iteration 12Q: 3 clusters Score -1668079 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1668360.250000 Penalty: 4729.051758
	Iteration 13Q: 3 clusters Score -1668360 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1668643.375000 Penalty: 4729.051758
	Iteration 14Q: 3 clusters Score -1668643 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1668888.500000 Penalty: 4729.051758
	Iteration 15Q: 3 clusters Score -1668888 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1669071.375000 Penalty: 4729.051758
	Iteration 16Q: 3 clusters Score -1669071 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1669201.750000 Penalty: 4729.051758
	Iteration 17Q: 3 clusters Score -1669202 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1669304.500000 Penalty: 4729.051758
	Iteration 18Q: 3 clusters Score -1669304 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1669380.250000 Penalty: 4729.051758
	Iteration 19Q: 3 clusters Score -1669380 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1669436.000000 Penalty: 4729.051758
	Iteration 20F: 3 clusters Score -1669436 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1669483.000000 Penalty: 4729.051758
	Iteration 21Q: 3 clusters Score -1669483 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1669530.125000 Penalty: 4729.051758
	Iteration 22Q: 3 clusters Score -1669530 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1669572.750000 Penalty: 4729.051758
	Iteration 23Q: 3 clusters Score -1669573 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1669602.375000 Penalty: 4729.051758
	Iteration 24Q: 3 clusters Score -1669602 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1669630.750000 Penalty: 4729.051758
	Iteration 25Q: 3 clusters Score -1669631 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1669647.750000 Penalty: 4729.051758
	Iteration 26Q: 3 clusters Score -1669648 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1669666.000000 Penalty: 4729.051758
	Iteration 27Q: 3 clusters Score -1669666 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1669683.500000 Penalty: 4729.051758
	Iteration 28Q: 3 clusters Score -1669684 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1669700.125000 Penalty: 4729.051758
	Iteration 29Q: 3 clusters Score -1669700 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1669715.625000 Penalty: 4729.051758
	Iteration 30Q: 3 clusters Score -1669716 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1669740.125000 Penalty: 4729.051758
	Iteration 31Q: 3 clusters Score -1669740 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1669763.375000 Penalty: 4729.051758
	Iteration 32Q: 3 clusters Score -1669763 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1669772.000000 Penalty: 4729.051758
	Iteration 33Q: 3 clusters Score -1669772 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1669791.250000 Penalty: 4729.051758
	Iteration 34Q: 3 clusters Score -1669791 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1669806.625000 Penalty: 4729.051758
	Iteration 35Q: 3 clusters Score -1669807 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1669825.125000 Penalty: 4729.051758
	Iteration 36Q: 3 clusters Score -1669825 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1669832.375000 Penalty: 4729.051758
	Iteration 37Q: 3 clusters Score -1669832 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1669839.125000 Penalty: 4729.051758
	Iteration 38Q: 3 clusters Score -1669839 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1669855.000000 Penalty: 4729.051758
	Iteration 39Q: 3 clusters Score -1669855 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1669871.875000 Penalty: 4729.051758
	Iteration 40F: 3 clusters Score -1669872 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1669885.375000 Penalty: 4729.051758
	Iteration 41Q: 3 clusters Score -1669885 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1669902.500000 Penalty: 4729.051758
	Iteration 42Q: 3 clusters Score -1669902 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1669917.125000 Penalty: 4729.051758
	Iteration 43Q: 3 clusters Score -1669917 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1669927.125000 Penalty: 4729.051758
	Iteration 44Q: 3 clusters Score -1669927 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1669943.875000 Penalty: 4729.051758
	Iteration 45Q: 3 clusters Score -1669944 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1669960.000000 Penalty: 4729.051758
	Iteration 46Q: 3 clusters Score -1669960 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1669963.625000 Penalty: 4729.051758
	Iteration 47Q: 3 clusters Score -1669964 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1669975.750000 Penalty: 4729.051758
	Iteration 48Q: 3 clusters Score -1669976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1669979.875000 Penalty: 4729.051758
	Iteration 49Q: 3 clusters Score -1669980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -1669986.125000 Penalty: 4729.051758
	Iteration 50Q: 3 clusters Score -1669986 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1669991.500000 Penalty: 4729.051758
	Iteration 51Q: 3 clusters Score -1669992 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1670005.125000 Penalty: 4729.051758
	Iteration 52Q: 3 clusters Score -1670005 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -1670014.375000 Penalty: 4729.051758
	Iteration 53Q: 3 clusters Score -1670014 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1670023.125000 Penalty: 4729.051758
	Iteration 54Q: 3 clusters Score -1670023 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1670030.000000 Penalty: 4729.051758
	Iteration 55Q: 3 clusters Score -1670030 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -1670045.750000 Penalty: 4729.051758
	Iteration 56Q: 3 clusters Score -1670046 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1670055.875000 Penalty: 4729.051758
	Iteration 57Q: 3 clusters Score -1670056 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1670065.250000 Penalty: 4729.051758
	Iteration 58Q: 3 clusters Score -1670065 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -1670069.625000 Penalty: 4729.051758
	Iteration 59Q: 3 clusters Score -1670070 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1670079.625000 Penalty: 4729.051758
	Iteration 60F: 3 clusters Score -1670080 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -1670084.375000 Penalty: 4729.051758
	Iteration 61Q: 3 clusters Score -1670084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1670088.625000 Penalty: 4729.051758
	Iteration 62Q: 3 clusters Score -1670089 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1670102.625000 Penalty: 4729.051758
	Iteration 63Q: 3 clusters Score -1670103 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1670109.125000 Penalty: 4729.051758
	Iteration 64Q: 3 clusters Score -1670109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1670113.125000 Penalty: 4729.051758
	Iteration 65Q: 3 clusters Score -1670113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1670118.000000 Penalty: 4729.051758
	Iteration 66Q: 3 clusters Score -1670118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1670125.750000 Penalty: 4729.051758
	Iteration 67Q: 3 clusters Score -1670126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1670123.750000 Penalty: 4729.051758
	Iteration 68Q: 3 clusters Score -1670124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -1670127.500000 Penalty: 4729.051758
	Iteration 69Q: 3 clusters Score -1670128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1670127.375000 Penalty: 4729.051758
	Iteration 70Q: 3 clusters Score -1670127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1670133.375000 Penalty: 4729.051758
	Iteration 71Q: 3 clusters Score -1670133 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1670138.750000 Penalty: 4729.051758
	Iteration 72Q: 3 clusters Score -1670139 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1670144.125000 Penalty: 4729.051758
	Iteration 73Q: 3 clusters Score -1670144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1670149.125000 Penalty: 4729.051758
	Iteration 74Q: 3 clusters Score -1670149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -1670149.375000 Penalty: 4729.051758
	Iteration 75Q: 3 clusters Score -1670149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -1670157.625000 Penalty: 4729.051758
	Iteration 76Q: 3 clusters Score -1670158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -1670162.125000 Penalty: 4729.051758
	Iteration 77Q: 3 clusters Score -1670162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1670166.125000 Penalty: 4729.051758
	Iteration 78Q: 3 clusters Score -1670166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1670171.250000 Penalty: 4729.051758
	Iteration 79Q: 3 clusters Score -1670171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1670177.000000 Penalty: 4729.051758
	Iteration 80F: 3 clusters Score -1670177 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1670176.375000 Penalty: 4729.051758
	Iteration 81Q: 3 clusters Score -1670176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -1670177.125000 Penalty: 4729.051758
	Iteration 82Q: 3 clusters Score -1670177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1670182.750000 Penalty: 4729.051758
	Iteration 83Q: 3 clusters Score -1670183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1670180.750000 Penalty: 4729.051758
	Iteration 84Q: 3 clusters Score -1670181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1670184.625000 Penalty: 4729.051758
	Iteration 85Q: 3 clusters Score -1670185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -1670185.000000 Penalty: 4729.051758
	Iteration 86Q: 3 clusters Score -1670185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1670190.125000 Penalty: 4729.051758
	Iteration 87Q: 3 clusters Score -1670190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1670188.375000 Penalty: 4729.051758
	Iteration 88Q: 3 clusters Score -1670188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1670187.625000 Penalty: 4729.051758
	Iteration 89Q: 3 clusters Score -1670188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1670190.625000 Penalty: 4729.051758
	Iteration 90Q: 3 clusters Score -1670191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1670189.000000 Penalty: 4729.051758
	Iteration 91Q: 3 clusters Score -1670189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -1670188.750000 Penalty: 4729.051758
	Iteration 92Q: 3 clusters Score -1670189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -1670188.750000 Penalty: 4729.051758
	Iteration 93F: 3 clusters Score -1670189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Entering Unmasked Estep 
Score: -346767.468750 Penalty: 2009.666626
	Iteration 0F: 2 clusters Score -346767.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -343415.781250 Penalty: 4019.333252
	Iteration 0F: 3 clusters Score -343415.8 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -344406.000000 Penalty: 4019.333252
	Iteration 1F: 3 clusters Score -344406 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -344791.312500 Penalty: 4019.333252
	Iteration 2F: 3 clusters Score -344791.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -345153.937500 Penalty: 4019.333252
	Iteration 3F: 3 clusters Score -345153.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -345456.281250 Penalty: 4019.333252
	Iteration 4F: 3 clusters Score -345456.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -345670.375000 Penalty: 4019.333252
	Iteration 5F: 3 clusters Score -345670.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -345831.718750 Penalty: 4019.333252
	Iteration 6Q: 3 clusters Score -345831.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -345946.843750 Penalty: 4019.333252
	Iteration 7Q: 3 clusters Score -345946.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -346033.093750 Penalty: 4019.333252
	Iteration 8Q: 3 clusters Score -346033.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -346082.625000 Penalty: 4019.333252
	Iteration 9Q: 3 clusters Score -346082.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -346123.812500 Penalty: 4019.333252
	Iteration 10Q: 3 clusters Score -346123.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -346150.187500 Penalty: 4019.333252
	Iteration 11Q: 3 clusters Score -346150.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -346172.656250 Penalty: 4019.333252
	Iteration 12Q: 3 clusters Score -346172.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -346193.375000 Penalty: 4019.333252
	Iteration 13Q: 3 clusters Score -346193.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -346205.312500 Penalty: 4019.333252
	Iteration 14Q: 3 clusters Score -346205.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -346211.687500 Penalty: 4019.333252
	Iteration 15Q: 3 clusters Score -346211.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -346217.812500 Penalty: 4019.333252
	Iteration 16Q: 3 clusters Score -346217.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -346220.437500 Penalty: 4019.333252
	Iteration 17Q: 3 clusters Score -346220.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -346222.187500 Penalty: 4019.333252
	Iteration 18Q: 3 clusters Score -346222.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -346223.468750 Penalty: 4019.333252
	Iteration 19Q: 3 clusters Score -346223.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -346225.500000 Penalty: 4019.333252
	Iteration 20F: 3 clusters Score -346225.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -346226.656250 Penalty: 4019.333252
	Iteration 21Q: 3 clusters Score -346226.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -346227.843750 Penalty: 4019.333252
	Iteration 22Q: 3 clusters Score -346227.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -346228.312500 Penalty: 4019.333252
	Iteration 23Q: 3 clusters Score -346228.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -346229.781250 Penalty: 4019.333252
	Iteration 24Q: 3 clusters Score -346229.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -346231.937500 Penalty: 4019.333252
	Iteration 25Q: 3 clusters Score -346231.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -346232.687500 Penalty: 4019.333252
	Iteration 26Q: 3 clusters Score -346232.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -346235.937500 Penalty: 4019.333252
	Iteration 27Q: 3 clusters Score -346235.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -346238.656250 Penalty: 4019.333252
	Iteration 28Q: 3 clusters Score -346238.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -346241.218750 Penalty: 4019.333252
	Iteration 29Q: 3 clusters Score -346241.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -346241.531250 Penalty: 4019.333252
	Iteration 30Q: 3 clusters Score -346241.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -346244.062500 Penalty: 4019.333252
	Iteration 31Q: 3 clusters Score -346244.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -346246.000000 Penalty: 4019.333252
	Iteration 32Q: 3 clusters Score -346246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -346247.406250 Penalty: 4019.333252
	Iteration 33Q: 3 clusters Score -346247.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -346249.281250 Penalty: 4019.333252
	Iteration 34Q: 3 clusters Score -346249.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -346250.781250 Penalty: 4019.333252
	Iteration 35Q: 3 clusters Score -346250.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -346252.937500 Penalty: 4019.333252
	Iteration 36Q: 3 clusters Score -346252.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -346254.562500 Penalty: 4019.333252
	Iteration 37Q: 3 clusters Score -346254.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -346255.625000 Penalty: 4019.333252
	Iteration 38Q: 3 clusters Score -346255.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -346256.781250 Penalty: 4019.333252
	Iteration 39Q: 3 clusters Score -346256.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -346257.093750 Penalty: 4019.333252
	Iteration 40F: 3 clusters Score -346257.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -346259.562500 Penalty: 4019.333252
	Iteration 41Q: 3 clusters Score -346259.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -346260.875000 Penalty: 4019.333252
	Iteration 42Q: 3 clusters Score -346260.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -346261.531250 Penalty: 4019.333252
	Iteration 43Q: 3 clusters Score -346261.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -346261.531250 Penalty: 4019.333252
	Iteration 44F: 3 clusters Score -346261.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42452 members 
Entering Unmasked Estep 
Score: -5145507.500000 Penalty: 2642.719971
	Iteration 0F: 2 clusters Score -5145508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -5116974.500000 Penalty: 5285.439941
	Iteration 0F: 3 clusters Score -5116974 nChanged 19457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -5127678.500000 Penalty: 5285.439941
	Iteration 1F: 3 clusters Score -5127678 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -5128392.000000 Penalty: 5285.439941
	Iteration 2Q: 3 clusters Score -5128392 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -5129290.000000 Penalty: 5285.439941
	Iteration 3F: 3 clusters Score -5129290 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -5130423.000000 Penalty: 5285.439941
	Iteration 4F: 3 clusters Score -5130423 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -5131820.500000 Penalty: 5285.439941
	Iteration 5F: 3 clusters Score -5131820 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -5133722.500000 Penalty: 5285.439941
	Iteration 6F: 3 clusters Score -5133722 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -5135766.000000 Penalty: 5285.439941
	Iteration 7F: 3 clusters Score -5135766 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -5137404.000000 Penalty: 5285.439941
	Iteration 8F: 3 clusters Score -5137404 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -5138662.000000 Penalty: 5285.439941
	Iteration 9F: 3 clusters Score -5138662 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 29746 members 
Entering Unmasked Estep 
Score: -5139642.000000 Penalty: 5285.439941
	Iteration 10Q: 3 clusters Score -5139642 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 31198 members 
Entering Unmasked Estep 
Score: -5140539.000000 Penalty: 5285.439941
	Iteration 11Q: 3 clusters Score -5140539 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 32546 members 
Entering Unmasked Estep 
Score: -5141316.000000 Penalty: 5285.439941
	Iteration 12Q: 3 clusters Score -5141316 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -5142035.500000 Penalty: 5285.439941
	Iteration 13Q: 3 clusters Score -5142036 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 34870 members 
Entering Unmasked Estep 
Score: -5142747.500000 Penalty: 5285.439941
	Iteration 14Q: 3 clusters Score -5142748 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -5143283.000000 Penalty: 5285.439941
	Iteration 15Q: 3 clusters Score -5143283 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 36515 members 
Entering Unmasked Estep 
Score: -5143736.000000 Penalty: 5285.439941
	Iteration 16Q: 3 clusters Score -5143736 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 37075 members 
Entering Unmasked Estep 
Score: -5144051.000000 Penalty: 5285.439941
	Iteration 17Q: 3 clusters Score -5144051 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 37527 members 
Entering Unmasked Estep 
Score: -5144268.500000 Penalty: 5285.439941
	Iteration 18Q: 3 clusters Score -5144268 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 37895 members 
Entering Unmasked Estep 
Score: -5144437.500000 Penalty: 5285.439941
	Iteration 19Q: 3 clusters Score -5144438 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 38198 members 
Entering Unmasked Estep 
Score: -5144571.000000 Penalty: 5285.439941
	Iteration 20F: 3 clusters Score -5144571 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 38445 members 
Entering Unmasked Estep 
Score: -5144707.000000 Penalty: 5285.439941
	Iteration 21Q: 3 clusters Score -5144707 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 38658 members 
Entering Unmasked Estep 
Score: -5144757.500000 Penalty: 5285.439941
	Iteration 22Q: 3 clusters Score -5144758 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 38844 members 
Entering Unmasked Estep 
Score: -5144833.500000 Penalty: 5285.439941
	Iteration 23Q: 3 clusters Score -5144834 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 39022 members 
Entering Unmasked Estep 
Score: -5144888.000000 Penalty: 5285.439941
	Iteration 24Q: 3 clusters Score -5144888 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 39156 members 
Entering Unmasked Estep 
Score: -5144936.000000 Penalty: 5285.439941
	Iteration 25Q: 3 clusters Score -5144936 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 39270 members 
Entering Unmasked Estep 
Score: -5144989.000000 Penalty: 5285.439941
	Iteration 26Q: 3 clusters Score -5144989 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 39383 members 
Entering Unmasked Estep 
Score: -5145069.500000 Penalty: 5285.439941
	Iteration 27Q: 3 clusters Score -5145070 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 39467 members 
Entering Unmasked Estep 
Score: -5145097.500000 Penalty: 5285.439941
	Iteration 28Q: 3 clusters Score -5145098 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 39547 members 
Entering Unmasked Estep 
Score: -5145134.000000 Penalty: 5285.439941
	Iteration 29Q: 3 clusters Score -5145134 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 39611 members 
Entering Unmasked Estep 
Score: -5145154.000000 Penalty: 5285.439941
	Iteration 30Q: 3 clusters Score -5145154 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 39653 members 
Entering Unmasked Estep 
Score: -5145172.000000 Penalty: 5285.439941
	Iteration 31Q: 3 clusters Score -5145172 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 39695 members 
Entering Unmasked Estep 
Score: -5145179.000000 Penalty: 5285.439941
	Iteration 32Q: 3 clusters Score -5145179 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 39723 members 
Entering Unmasked Estep 
Score: -5145179.000000 Penalty: 5285.439941
	Iteration 33Q: 3 clusters Score -5145179 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 39740 members 
Entering Unmasked Estep 
Score: -5145191.000000 Penalty: 5285.439941
	Iteration 34Q: 3 clusters Score -5145191 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 39758 members 
Entering Unmasked Estep 
Score: -5145188.500000 Penalty: 5285.439941
	Iteration 35Q: 3 clusters Score -5145188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 39773 members 
Entering Unmasked Estep 
Score: -5145186.500000 Penalty: 5285.439941
	Iteration 36Q: 3 clusters Score -5145186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 39781 members 
Entering Unmasked Estep 
Score: -5145187.500000 Penalty: 5285.439941
	Iteration 37Q: 3 clusters Score -5145188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 39785 members 
Entering Unmasked Estep 
Score: -5145195.500000 Penalty: 5285.439941
	Iteration 38Q: 3 clusters Score -5145196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 39794 members 
Entering Unmasked Estep 
Score: -5145198.500000 Penalty: 5285.439941
	Iteration 39Q: 3 clusters Score -5145198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 39804 members 
Entering Unmasked Estep 
Score: -5145191.000000 Penalty: 5285.439941
	Iteration 40F: 3 clusters Score -5145191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 39808 members 
Entering Unmasked Estep 
Score: -5145191.500000 Penalty: 5285.439941
	Iteration 41Q: 3 clusters Score -5145192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 39811 members 
Entering Unmasked Estep 
Score: -5145192.500000 Penalty: 5285.439941
	Iteration 42Q: 3 clusters Score -5145192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 39814 members 
Entering Unmasked Estep 
Score: -5145192.500000 Penalty: 5285.439941
	Iteration 43Q: 3 clusters Score -5145192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 39814 members 
Entering Unmasked Estep 
Score: -5145192.500000 Penalty: 5285.439941
	Iteration 44F: 3 clusters Score -5145192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Entering Unmasked Estep 
Score: -720588.625000 Penalty: 2154.402100
	Iteration 0F: 2 clusters Score -720588.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -715473.687500 Penalty: 4308.804199
	Iteration 0F: 3 clusters Score -715473.7 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -716889.687500 Penalty: 4308.804199
	Iteration 1F: 3 clusters Score -716889.7 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -717243.625000 Penalty: 4308.804199
	Iteration 2F: 3 clusters Score -717243.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -717469.500000 Penalty: 4308.804199
	Iteration 3F: 3 clusters Score -717469.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -717691.250000 Penalty: 4308.804199
	Iteration 4F: 3 clusters Score -717691.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -717936.875000 Penalty: 4308.804199
	Iteration 5Q: 3 clusters Score -717936.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -718265.250000 Penalty: 4308.804199
	Iteration 6F: 3 clusters Score -718265.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -718572.125000 Penalty: 4308.804199
	Iteration 7F: 3 clusters Score -718572.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -718823.625000 Penalty: 4308.804199
	Iteration 8F: 3 clusters Score -718823.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -719007.812500 Penalty: 4308.804199
	Iteration 9Q: 3 clusters Score -719007.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -719148.625000 Penalty: 4308.804199
	Iteration 10Q: 3 clusters Score -719148.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -719268.125000 Penalty: 4308.804199
	Iteration 11Q: 3 clusters Score -719268.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -719361.500000 Penalty: 4308.804199
	Iteration 12Q: 3 clusters Score -719361.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -719437.125000 Penalty: 4308.804199
	Iteration 13Q: 3 clusters Score -719437.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -719507.625000 Penalty: 4308.804199
	Iteration 14Q: 3 clusters Score -719507.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -719574.562500 Penalty: 4308.804199
	Iteration 15Q: 3 clusters Score -719574.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -719635.687500 Penalty: 4308.804199
	Iteration 16Q: 3 clusters Score -719635.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -719694.250000 Penalty: 4308.804199
	Iteration 17Q: 3 clusters Score -719694.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -719744.750000 Penalty: 4308.804199
	Iteration 18Q: 3 clusters Score -719744.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -719784.562500 Penalty: 4308.804199
	Iteration 19Q: 3 clusters Score -719784.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -719810.750000 Penalty: 4308.804199
	Iteration 20F: 3 clusters Score -719810.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -719843.937500 Penalty: 4308.804199
	Iteration 21Q: 3 clusters Score -719843.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -719866.875000 Penalty: 4308.804199
	Iteration 22Q: 3 clusters Score -719866.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -719875.000000 Penalty: 4308.804199
	Iteration 23Q: 3 clusters Score -719875 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -719885.937500 Penalty: 4308.804199
	Iteration 24Q: 3 clusters Score -719885.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -719892.062500 Penalty: 4308.804199
	Iteration 25Q: 3 clusters Score -719892.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -719895.312500 Penalty: 4308.804199
	Iteration 26Q: 3 clusters Score -719895.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -719898.187500 Penalty: 4308.804199
	Iteration 27Q: 3 clusters Score -719898.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -719902.125000 Penalty: 4308.804199
	Iteration 28Q: 3 clusters Score -719902.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -719910.062500 Penalty: 4308.804199
	Iteration 29Q: 3 clusters Score -719910.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -719911.687500 Penalty: 4308.804199
	Iteration 30Q: 3 clusters Score -719911.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -719911.875000 Penalty: 4308.804199
	Iteration 31Q: 3 clusters Score -719911.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -719913.625000 Penalty: 4308.804199
	Iteration 32Q: 3 clusters Score -719913.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -719912.875000 Penalty: 4308.804199
	Iteration 33Q: 3 clusters Score -719912.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -719912.875000 Penalty: 4308.804199
	Iteration 34F: 3 clusters Score -719912.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Entering Unmasked Estep 
Score: -500559.343750 Penalty: 2092.285156
	Iteration 0F: 2 clusters Score -500559.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -496377.906250 Penalty: 4184.570312
	Iteration 0F: 3 clusters Score -496377.9 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -497896.750000 Penalty: 4184.570312
	Iteration 1F: 3 clusters Score -497896.8 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -498744.125000 Penalty: 4184.570312
	Iteration 2F: 3 clusters Score -498744.1 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -499447.718750 Penalty: 4184.570312
	Iteration 3F: 3 clusters Score -499447.7 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -499909.468750 Penalty: 4184.570312
	Iteration 4F: 3 clusters Score -499909.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -500083.937500 Penalty: 4184.570312
	Iteration 5F: 3 clusters Score -500083.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -500150.562500 Penalty: 4184.570312
	Iteration 6Q: 3 clusters Score -500150.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -500176.468750 Penalty: 4184.570312
	Iteration 7Q: 3 clusters Score -500176.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -500184.968750 Penalty: 4184.570312
	Iteration 8Q: 3 clusters Score -500185 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -500191.781250 Penalty: 4184.570312
	Iteration 9Q: 3 clusters Score -500191.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -500200.281250 Penalty: 4184.570312
	Iteration 10Q: 3 clusters Score -500200.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -500203.187500 Penalty: 4184.570312
	Iteration 11Q: 3 clusters Score -500203.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -500205.500000 Penalty: 4184.570312
	Iteration 12Q: 3 clusters Score -500205.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -500205.843750 Penalty: 4184.570312
	Iteration 13Q: 3 clusters Score -500205.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -500207.468750 Penalty: 4184.570312
	Iteration 14Q: 3 clusters Score -500207.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -500207.562500 Penalty: 4184.570312
	Iteration 15Q: 3 clusters Score -500207.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -500208.250000 Penalty: 4184.570312
	Iteration 16Q: 3 clusters Score -500208.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -500208.781250 Penalty: 4184.570312
	Iteration 17Q: 3 clusters Score -500208.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -500208.781250 Penalty: 4184.570312
	Iteration 18F: 3 clusters Score -500208.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (195990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195990 members 
Entering Unmasked Estep 
Score: -23415054.000000 Penalty: 3022.083008
	Iteration 0F: 2 clusters Score -2.341505e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97819 members 
Mstep: Class 2 contains 98171 members 
Entering Unmasked Estep 
Score: -23284236.000000 Penalty: 6044.166016
	Iteration 0F: 3 clusters Score -2.328424e+07 nChanged 94411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94270 members 
Mstep: Class 2 contains 101720 members 
Entering Unmasked Estep 
Score: -23339336.000000 Penalty: 6044.166016
	Iteration 1F: 3 clusters Score -2.333934e+07 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91842 members 
Mstep: Class 2 contains 104148 members 
Entering Unmasked Estep 
Score: -23340586.000000 Penalty: 6044.166016
	Iteration 2Q: 3 clusters Score -2.334059e+07 nChanged 6731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88079 members 
Mstep: Class 2 contains 107911 members 
Entering Unmasked Estep 
Score: -23342748.000000 Penalty: 6044.166016
	Iteration 3Q: 3 clusters Score -2.334275e+07 nChanged 8182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82473 members 
Mstep: Class 2 contains 113517 members 
Entering Unmasked Estep 
Score: -23345680.000000 Penalty: 6044.166016
	Iteration 4Q: 3 clusters Score -2.334568e+07 nChanged 10168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74421 members 
Mstep: Class 2 contains 121569 members 
Entering Unmasked Estep 
Score: -23350592.000000 Penalty: 6044.166016
	Iteration 5F: 3 clusters Score -2.335059e+07 nChanged 12442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63497 members 
Mstep: Class 2 contains 132493 members 
Entering Unmasked Estep 
Score: -23358146.000000 Penalty: 6044.166016
	Iteration 6F: 3 clusters Score -2.335815e+07 nChanged 14188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50247 members 
Mstep: Class 2 contains 145743 members 
Entering Unmasked Estep 
Score: -23368578.000000 Penalty: 6044.166016
	Iteration 7F: 3 clusters Score -2.336858e+07 nChanged 14255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36454 members 
Mstep: Class 2 contains 159536 members 
Entering Unmasked Estep 
Score: -23380492.000000 Penalty: 6044.166016
	Iteration 8F: 3 clusters Score -2.338049e+07 nChanged 12354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 171728 members 
Entering Unmasked Estep 
Score: -23391632.000000 Penalty: 6044.166016
	Iteration 9F: 3 clusters Score -2.339163e+07 nChanged 9456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 181138 members 
Entering Unmasked Estep 
Score: -23400296.000000 Penalty: 6044.166016
	Iteration 10Q: 3 clusters Score -2.34003e+07 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 187500 members 
Entering Unmasked Estep 
Score: -23405816.000000 Penalty: 6044.166016
	Iteration 11Q: 3 clusters Score -2.340582e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 191487 members 
Entering Unmasked Estep 
Score: -23409094.000000 Penalty: 6044.166016
	Iteration 12Q: 3 clusters Score -2.340909e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 193744 members 
Entering Unmasked Estep 
Score: -23410840.000000 Penalty: 6044.166016
	Iteration 13Q: 3 clusters Score -2.341084e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 194805 members 
Entering Unmasked Estep 
Score: -23411600.000000 Penalty: 6044.166016
	Iteration 14Q: 3 clusters Score -2.34116e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 195253 members 
Entering Unmasked Estep 
Score: -23411952.000000 Penalty: 6044.166016
	Iteration 15Q: 3 clusters Score -2.341195e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 195460 members 
Entering Unmasked Estep 
Score: -23412186.000000 Penalty: 6044.166016
	Iteration 16Q: 3 clusters Score -2.341219e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 195541 members 
Entering Unmasked Estep 
Score: -23412260.000000 Penalty: 6044.166016
	Iteration 17Q: 3 clusters Score -2.341226e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 195575 members 
Entering Unmasked Estep 
Score: -23412316.000000 Penalty: 6044.166016
	Iteration 18Q: 3 clusters Score -2.341232e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 195600 members 
Entering Unmasked Estep 
Score: -23412326.000000 Penalty: 6044.166016
	Iteration 19Q: 3 clusters Score -2.341233e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 195611 members 
Entering Unmasked Estep 
Score: -23412338.000000 Penalty: 6044.166016
	Iteration 20F: 3 clusters Score -2.341234e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 195616 members 
Entering Unmasked Estep 
Score: -23412336.000000 Penalty: 6044.166016
	Iteration 21Q: 3 clusters Score -2.341234e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 195615 members 
Entering Unmasked Estep 
Score: -23412324.000000 Penalty: 6044.166016
	Iteration 22Q: 3 clusters Score -2.341232e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 195617 members 
Entering Unmasked Estep 
Score: -23412326.000000 Penalty: 6044.166016
	Iteration 23Q: 3 clusters Score -2.341233e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 195619 members 
Entering Unmasked Estep 
Score: -23412330.000000 Penalty: 6044.166016
	Iteration 24Q: 3 clusters Score -2.341233e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 195627 members 
Entering Unmasked Estep 
Score: -23412342.000000 Penalty: 6044.166016
	Iteration 25Q: 3 clusters Score -2.341234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 195629 members 
Entering Unmasked Estep 
Score: -23412364.000000 Penalty: 6044.166016
	Iteration 26Q: 3 clusters Score -2.341236e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 195630 members 
Entering Unmasked Estep 
Score: -23412356.000000 Penalty: 6044.166016
	Iteration 27Q: 3 clusters Score -2.341236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 195633 members 
Entering Unmasked Estep 
Score: -23412364.000000 Penalty: 6044.166016
	Iteration 28Q: 3 clusters Score -2.341236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 195632 members 
Entering Unmasked Estep 
Score: -23412374.000000 Penalty: 6044.166016
	Iteration 29Q: 3 clusters Score -2.341237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 195633 members 
Entering Unmasked Estep 
Score: -23412374.000000 Penalty: 6044.166016
	Iteration 30Q: 3 clusters Score -2.341237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 195634 members 
Entering Unmasked Estep 
Score: -23412370.000000 Penalty: 6044.166016
	Iteration 31Q: 3 clusters Score -2.341237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 195635 members 
Entering Unmasked Estep 
Score: -23412382.000000 Penalty: 6044.166016
	Iteration 32Q: 3 clusters Score -2.341238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 195636 members 
Entering Unmasked Estep 
Score: -23412380.000000 Penalty: 6044.166016
	Iteration 33Q: 3 clusters Score -2.341238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 195638 members 
Entering Unmasked Estep 
Score: -23412394.000000 Penalty: 6044.166016
	Iteration 34Q: 3 clusters Score -2.341239e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 195638 members 
Entering Unmasked Estep 
Score: -23412394.000000 Penalty: 6044.166016
	Iteration 35F: 3 clusters Score -2.341239e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Entering Unmasked Estep 
Score: -84176.406250 Penalty: 1659.328857
	Iteration 0F: 2 clusters Score -84176.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -82387.789062 Penalty: 3318.657715
	Iteration 0F: 3 clusters Score -82387.79 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -82703.000000 Penalty: 3318.657715
	Iteration 1F: 3 clusters Score -82703 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -82831.257812 Penalty: 3318.657715
	Iteration 2F: 3 clusters Score -82831.26 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -83059.398438 Penalty: 3318.657715
	Iteration 3F: 3 clusters Score -83059.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -83243.250000 Penalty: 3318.657715
	Iteration 4Q: 3 clusters Score -83243.25 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -83436.679688 Penalty: 3318.657715
	Iteration 5F: 3 clusters Score -83436.68 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -83558.359375 Penalty: 3318.657715
	Iteration 6Q: 3 clusters Score -83558.36 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -83655.617188 Penalty: 3318.657715
	Iteration 7Q: 3 clusters Score -83655.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -83755.554688 Penalty: 3318.657715
	Iteration 8Q: 3 clusters Score -83755.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -83824.640625 Penalty: 3318.657715
	Iteration 9Q: 3 clusters Score -83824.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -83893.320312 Penalty: 3318.657715
	Iteration 10Q: 3 clusters Score -83893.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -84022.554688 Penalty: 3318.657715
	Iteration 11Q: 3 clusters Score -84022.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -84066.882812 Penalty: 3318.657715
	Iteration 12Q: 3 clusters Score -84066.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -84117.679688 Penalty: 3318.657715
	Iteration 13Q: 3 clusters Score -84117.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -84170.671875 Penalty: 3318.657715
	Iteration 14Q: 3 clusters Score -84170.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -84203.687500 Penalty: 3318.657715
	Iteration 15Q: 3 clusters Score -84203.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -84209.117188 Penalty: 3318.657715
	Iteration 16Q: 3 clusters Score -84209.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -84210.843750 Penalty: 3318.657715
	Iteration 17Q: 3 clusters Score -84210.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -84211.843750 Penalty: 3318.657715
	Iteration 18Q: 3 clusters Score -84211.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -84211.843750 Penalty: 3318.657715
	Iteration 19F: 3 clusters Score -84211.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 13796 members 
Mstep: Class 3 contains 13827 members 
Mstep: Class 4 contains 3306 members 
Mstep: Class 5 contains 42452 members 
Mstep: Class 6 contains 5926 members 
Mstep: Class 7 contains 4613 members 
Mstep: Class 8 contains 195990 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 28491 members 
Mstep: Class 11 contains 17087 members 
Mstep: Class 12 contains 16736 members 
Mstep: Class 13 contains 56099 members 
Mstep: Class 14 contains 155883 members 
Mstep: Class 15 contains 29853 members 
Mstep: Class 16 contains 11564 members 
Mstep: Class 17 contains 10084 members 
Mstep: Class 18 contains 9040 members 
Mstep: Class 19 contains 14792 members 
Mstep: Class 20 contains 12297 members 
Mstep: Class 21 contains 171327 members 
Mstep: Class 22 contains 30079 members 
Mstep: Class 23 contains 24969 members 
Mstep: Class 24 contains 82282 members 
Mstep: Class 25 contains 24744 members 
Mstep: Class 26 contains 13524 members 
Mstep: Class 27 contains 332678 members 
Mstep: Class 28 contains 202683 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10079 members 
Mstep: Class 31 contains 9006 members 
Mstep: Class 32 contains 83398 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 223128 members 
Mstep: Class 35 contains 91423 members 
Mstep: Class 36 contains 20969 members 
Mstep: Class 37 contains 8223 members 
Mstep: Class 38 contains 905 members 
Mstep: Class 39 contains 305 members 
Entering Unmasked Estep 
Score: -235491168.000000 Penalty: 140280.062500
Splitting cluster 9 changes total score from -235492464.000000 to -235491168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (28491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Entering Unmasked Estep 
Score: -3471948.250000 Penalty: 2543.821045
	Iteration 0F: 2 clusters Score -3471948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -3452446.500000 Penalty: 5087.642090
	Iteration 0F: 3 clusters Score -3452446 nChanged 12793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -3459381.500000 Penalty: 5087.642090
	Iteration 1F: 3 clusters Score -3459382 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -3459903.500000 Penalty: 5087.642090
	Iteration 2F: 3 clusters Score -3459904 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -3460429.250000 Penalty: 5087.642090
	Iteration 3Q: 3 clusters Score -3460429 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -3461131.500000 Penalty: 5087.642090
	Iteration 4Q: 3 clusters Score -3461132 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -3462304.250000 Penalty: 5087.642090
	Iteration 5F: 3 clusters Score -3462304 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -3464123.500000 Penalty: 5087.642090
	Iteration 6F: 3 clusters Score -3464124 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -3466466.250000 Penalty: 5087.642090
	Iteration 7F: 3 clusters Score -3466466 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -3468487.000000 Penalty: 5087.642090
	Iteration 8F: 3 clusters Score -3468487 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -3469805.500000 Penalty: 5087.642090
	Iteration 9F: 3 clusters Score -3469806 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 25640 members 
Entering Unmasked Estep 
Score: -3470547.000000 Penalty: 5087.642090
	Iteration 10Q: 3 clusters Score -3470547 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -3470902.250000 Penalty: 5087.642090
	Iteration 11Q: 3 clusters Score -3470902 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -3471089.250000 Penalty: 5087.642090
	Iteration 12Q: 3 clusters Score -3471089 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -3471199.750000 Penalty: 5087.642090
	Iteration 13Q: 3 clusters Score -3471200 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 26886 members 
Entering Unmasked Estep 
Score: -3471275.750000 Penalty: 5087.642090
	Iteration 14Q: 3 clusters Score -3471276 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
Score: -3471317.250000 Penalty: 5087.642090
	Iteration 15Q: 3 clusters Score -3471317 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -3471368.250000 Penalty: 5087.642090
	Iteration 16Q: 3 clusters Score -3471368 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 27129 members 
Entering Unmasked Estep 
Score: -3471410.750000 Penalty: 5087.642090
	Iteration 17Q: 3 clusters Score -3471411 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -3471438.500000 Penalty: 5087.642090
	Iteration 18Q: 3 clusters Score -3471438 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -3471451.500000 Penalty: 5087.642090
	Iteration 19Q: 3 clusters Score -3471452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -3471458.250000 Penalty: 5087.642090
	Iteration 20F: 3 clusters Score -3471458 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -3471457.500000 Penalty: 5087.642090
	Iteration 21Q: 3 clusters Score -3471458 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 27283 members 
Entering Unmasked Estep 
Score: -3471465.750000 Penalty: 5087.642090
	Iteration 22Q: 3 clusters Score -3471466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -3471470.000000 Penalty: 5087.642090
	Iteration 23Q: 3 clusters Score -3471470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -3471472.000000 Penalty: 5087.642090
	Iteration 24Q: 3 clusters Score -3471472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -3471474.750000 Penalty: 5087.642090
	Iteration 25Q: 3 clusters Score -3471475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -3471478.000000 Penalty: 5087.642090
	Iteration 26Q: 3 clusters Score -3471478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -3471479.500000 Penalty: 5087.642090
	Iteration 27Q: 3 clusters Score -3471480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -3471484.000000 Penalty: 5087.642090
	Iteration 28Q: 3 clusters Score -3471484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -3471490.250000 Penalty: 5087.642090
	Iteration 29Q: 3 clusters Score -3471490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -3471489.750000 Penalty: 5087.642090
	Iteration 30Q: 3 clusters Score -3471490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -3471488.500000 Penalty: 5087.642090
	Iteration 31Q: 3 clusters Score -3471488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -3471485.500000 Penalty: 5087.642090
	Iteration 32Q: 3 clusters Score -3471486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -3471488.250000 Penalty: 5087.642090
	Iteration 33Q: 3 clusters Score -3471488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -3471488.250000 Penalty: 5087.642090
	Iteration 34F: 3 clusters Score -3471488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Entering Unmasked Estep 
Score: -2035049.000000 Penalty: 2417.026123
	Iteration 0F: 2 clusters Score -2035049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -2022882.625000 Penalty: 4834.052246
	Iteration 0F: 3 clusters Score -2022883 nChanged 7453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -2027174.125000 Penalty: 4834.052246
	Iteration 1F: 3 clusters Score -2027174 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -2027904.750000 Penalty: 4834.052246
	Iteration 2F: 3 clusters Score -2027905 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -2028790.500000 Penalty: 4834.052246
	Iteration 3F: 3 clusters Score -2028790 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -2029798.625000 Penalty: 4834.052246
	Iteration 4F: 3 clusters Score -2029799 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -2030749.000000 Penalty: 4834.052246
	Iteration 5F: 3 clusters Score -2030749 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -2031580.625000 Penalty: 4834.052246
	Iteration 6F: 3 clusters Score -2031581 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -2032248.000000 Penalty: 4834.052246
	Iteration 7F: 3 clusters Score -2032248 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -2032710.250000 Penalty: 4834.052246
	Iteration 8Q: 3 clusters Score -2032710 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -2033059.375000 Penalty: 4834.052246
	Iteration 9Q: 3 clusters Score -2033059 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -2033307.500000 Penalty: 4834.052246
	Iteration 10Q: 3 clusters Score -2033308 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -2033438.750000 Penalty: 4834.052246
	Iteration 11Q: 3 clusters Score -2033439 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -2033516.875000 Penalty: 4834.052246
	Iteration 12Q: 3 clusters Score -2033517 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -2033559.750000 Penalty: 4834.052246
	Iteration 13Q: 3 clusters Score -2033560 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -2033598.375000 Penalty: 4834.052246
	Iteration 14Q: 3 clusters Score -2033598 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -2033620.750000 Penalty: 4834.052246
	Iteration 15Q: 3 clusters Score -2033621 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -2033624.375000 Penalty: 4834.052246
	Iteration 16Q: 3 clusters Score -2033624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -2033631.375000 Penalty: 4834.052246
	Iteration 17Q: 3 clusters Score -2033631 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -2033637.500000 Penalty: 4834.052246
	Iteration 18Q: 3 clusters Score -2033638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -2033644.000000 Penalty: 4834.052246
	Iteration 19Q: 3 clusters Score -2033644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -2033641.875000 Penalty: 4834.052246
	Iteration 20F: 3 clusters Score -2033642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -2033643.000000 Penalty: 4834.052246
	Iteration 21Q: 3 clusters Score -2033643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -2033644.375000 Penalty: 4834.052246
	Iteration 22Q: 3 clusters Score -2033644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -2033652.250000 Penalty: 4834.052246
	Iteration 23Q: 3 clusters Score -2033652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -2033654.750000 Penalty: 4834.052246
	Iteration 24Q: 3 clusters Score -2033655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -2033653.500000 Penalty: 4834.052246
	Iteration 25Q: 3 clusters Score -2033654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -2033654.750000 Penalty: 4834.052246
	Iteration 26Q: 3 clusters Score -2033655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -2033656.750000 Penalty: 4834.052246
	Iteration 27Q: 3 clusters Score -2033657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -2033659.750000 Penalty: 4834.052246
	Iteration 28Q: 3 clusters Score -2033660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -2033659.125000 Penalty: 4834.052246
	Iteration 29Q: 3 clusters Score -2033659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -2033659.125000 Penalty: 4834.052246
	Iteration 30Q: 3 clusters Score -2033659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -2033656.125000 Penalty: 4834.052246
	Iteration 31Q: 3 clusters Score -2033656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -2033661.250000 Penalty: 4834.052246
	Iteration 32Q: 3 clusters Score -2033661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -2033665.750000 Penalty: 4834.052246
	Iteration 33Q: 3 clusters Score -2033666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -2033665.875000 Penalty: 4834.052246
	Iteration 34Q: 3 clusters Score -2033666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -2033670.250000 Penalty: 4834.052246
	Iteration 35Q: 3 clusters Score -2033670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -2033672.000000 Penalty: 4834.052246
	Iteration 36Q: 3 clusters Score -2033672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -2033676.375000 Penalty: 4834.052246
	Iteration 37Q: 3 clusters Score -2033676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -2033676.625000 Penalty: 4834.052246
	Iteration 38Q: 3 clusters Score -2033677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -2033676.750000 Penalty: 4834.052246
	Iteration 39Q: 3 clusters Score -2033677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -2033677.250000 Penalty: 4834.052246
	Iteration 40F: 3 clusters Score -2033677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -2033679.125000 Penalty: 4834.052246
	Iteration 41Q: 3 clusters Score -2033679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -2033679.125000 Penalty: 4834.052246
	Iteration 42F: 3 clusters Score -2033679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Entering Unmasked Estep 
Score: -2022973.125000 Penalty: 2411.878662
	Iteration 0F: 2 clusters Score -2022973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -2011024.375000 Penalty: 4823.757324
	Iteration 0F: 3 clusters Score -2011024 nChanged 7272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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	Iteration 95Q: 3 clusters Score -2020826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -2020825.375000 Penalty: 4823.757324
	Iteration 96Q: 3 clusters Score -2020825 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -2020833.625000 Penalty: 4823.757324
	Iteration 97Q: 3 clusters Score -2020834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -2020840.000000 Penalty: 4823.757324
	Iteration 98Q: 3 clusters Score -2020840 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -2020842.375000 Penalty: 4823.757324
	Iteration 99Q: 3 clusters Score -2020842 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -2020848.000000 Penalty: 4823.757324
	Iteration 100F: 3 clusters Score -2020848 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -2020855.375000 Penalty: 4823.757324
	Iteration 101Q: 3 clusters Score -2020855 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -2020864.875000 Penalty: 4823.757324
	Iteration 102Q: 3 clusters Score -2020865 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -2020866.375000 Penalty: 4823.757324
	Iteration 103Q: 3 clusters Score -2020866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -2020871.625000 Penalty: 4823.757324
	Iteration 104Q: 3 clusters Score -2020872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -2020872.625000 Penalty: 4823.757324
	Iteration 105Q: 3 clusters Score -2020873 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -2020887.250000 Penalty: 4823.757324
	Iteration 106Q: 3 clusters Score -2020887 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -2020890.875000 Penalty: 4823.757324
	Iteration 107Q: 3 clusters Score -2020891 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -2020894.250000 Penalty: 4823.757324
	Iteration 108Q: 3 clusters Score -2020894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -2020895.375000 Penalty: 4823.757324
	Iteration 109Q: 3 clusters Score -2020895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -2020899.625000 Penalty: 4823.757324
	Iteration 110Q: 3 clusters Score -2020900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -2020905.875000 Penalty: 4823.757324
	Iteration 111Q: 3 clusters Score -2020906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -2020914.000000 Penalty: 4823.757324
	Iteration 112Q: 3 clusters Score -2020914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -2020917.250000 Penalty: 4823.757324
	Iteration 113Q: 3 clusters Score -2020917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -2020918.000000 Penalty: 4823.757324
	Iteration 114Q: 3 clusters Score -2020918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -2020921.750000 Penalty: 4823.757324
	Iteration 115Q: 3 clusters Score -2020922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -2020927.500000 Penalty: 4823.757324
	Iteration 116Q: 3 clusters Score -2020928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -2020931.375000 Penalty: 4823.757324
	Iteration 117Q: 3 clusters Score -2020931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -2020932.000000 Penalty: 4823.757324
	Iteration 118Q: 3 clusters Score -2020932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -2020935.875000 Penalty: 4823.757324
	Iteration 119Q: 3 clusters Score -2020936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -2020939.750000 Penalty: 4823.757324
	Iteration 120F: 3 clusters Score -2020940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -2020940.625000 Penalty: 4823.757324
	Iteration 121Q: 3 clusters Score -2020941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -2020939.625000 Penalty: 4823.757324
	Iteration 122Q: 3 clusters Score -2020940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -2020938.000000 Penalty: 4823.757324
	Iteration 123Q: 3 clusters Score -2020938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -2020938.375000 Penalty: 4823.757324
	Iteration 124Q: 3 clusters Score -2020938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -2020939.125000 Penalty: 4823.757324
	Iteration 125Q: 3 clusters Score -2020939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -2020939.125000 Penalty: 4823.757324
	Iteration 126F: 3 clusters Score -2020939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (56099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56099 members 
Entering Unmasked Estep 
Score: -6837990.500000 Penalty: 2711.848633
	Iteration 0F: 2 clusters Score -6837990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -6800483.000000 Penalty: 5423.697266
	Iteration 0F: 3 clusters Score -6800483 nChanged 25931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 27620 members 
Entering Unmasked Estep 
Score: -6814922.500000 Penalty: 5423.697266
	Iteration 1F: 3 clusters Score -6814922 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -6815687.000000 Penalty: 5423.697266
	Iteration 2Q: 3 clusters Score -6815687 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -6816660.000000 Penalty: 5423.697266
	Iteration 3Q: 3 clusters Score -6816660 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27701 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -6817919.500000 Penalty: 5423.697266
	Iteration 4Q: 3 clusters Score -6817920 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -6819568.500000 Penalty: 5423.697266
	Iteration 5F: 3 clusters Score -6819568 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 29423 members 
Entering Unmasked Estep 
Score: -6821524.500000 Penalty: 5423.697266
	Iteration 6F: 3 clusters Score -6821524 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 29921 members 
Entering Unmasked Estep 
Score: -6823237.500000 Penalty: 5423.697266
	Iteration 7F: 3 clusters Score -6823238 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 30338 members 
Entering Unmasked Estep 
Score: -6824536.000000 Penalty: 5423.697266
	Iteration 8F: 3 clusters Score -6824536 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 30765 members 
Entering Unmasked Estep 
Score: -6825475.000000 Penalty: 5423.697266
	Iteration 9Q: 3 clusters Score -6825475 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 31254 members 
Entering Unmasked Estep 
Score: -6826167.000000 Penalty: 5423.697266
	Iteration 10Q: 3 clusters Score -6826167 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 31809 members 
Entering Unmasked Estep 
Score: -6826811.000000 Penalty: 5423.697266
	Iteration 11Q: 3 clusters Score -6826811 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 32393 members 
Entering Unmasked Estep 
Score: -6827321.000000 Penalty: 5423.697266
	Iteration 12Q: 3 clusters Score -6827321 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 33059 members 
Entering Unmasked Estep 
Score: -6827937.500000 Penalty: 5423.697266
	Iteration 13Q: 3 clusters Score -6827938 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -6828576.500000 Penalty: 5423.697266
	Iteration 14Q: 3 clusters Score -6828576 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 34747 members 
Entering Unmasked Estep 
Score: -6829360.500000 Penalty: 5423.697266
	Iteration 15Q: 3 clusters Score -6829360 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 35617 members 
Entering Unmasked Estep 
Score: -6830202.500000 Penalty: 5423.697266
	Iteration 16Q: 3 clusters Score -6830202 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 36518 members 
Entering Unmasked Estep 
Score: -6830981.500000 Penalty: 5423.697266
	Iteration 17Q: 3 clusters Score -6830982 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 37360 members 
Entering Unmasked Estep 
Score: -6831574.500000 Penalty: 5423.697266
	Iteration 18Q: 3 clusters Score -6831574 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 38161 members 
Entering Unmasked Estep 
Score: -6832073.500000 Penalty: 5423.697266
	Iteration 19Q: 3 clusters Score -6832074 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -6832413.500000 Penalty: 5423.697266
	Iteration 20F: 3 clusters Score -6832414 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 39537 members 
Entering Unmasked Estep 
Score: -6832724.500000 Penalty: 5423.697266
	Iteration 21Q: 3 clusters Score -6832724 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -6832995.500000 Penalty: 5423.697266
	Iteration 22Q: 3 clusters Score -6832996 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -6833168.000000 Penalty: 5423.697266
	Iteration 23Q: 3 clusters Score -6833168 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 41107 members 
Entering Unmasked Estep 
Score: -6833334.500000 Penalty: 5423.697266
	Iteration 24Q: 3 clusters Score -6833334 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
Score: -6833446.500000 Penalty: 5423.697266
	Iteration 25Q: 3 clusters Score -6833446 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 41964 members 
Entering Unmasked Estep 
Score: -6833550.000000 Penalty: 5423.697266
	Iteration 26Q: 3 clusters Score -6833550 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 42335 members 
Entering Unmasked Estep 
Score: -6833592.000000 Penalty: 5423.697266
	Iteration 27Q: 3 clusters Score -6833592 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 42677 members 
Entering Unmasked Estep 
Score: -6833664.500000 Penalty: 5423.697266
	Iteration 28Q: 3 clusters Score -6833664 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 43011 members 
Entering Unmasked Estep 
Score: -6833730.000000 Penalty: 5423.697266
	Iteration 29Q: 3 clusters Score -6833730 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 43356 members 
Entering Unmasked Estep 
Score: -6833815.000000 Penalty: 5423.697266
	Iteration 30Q: 3 clusters Score -6833815 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 43665 members 
Entering Unmasked Estep 
Score: -6833875.500000 Penalty: 5423.697266
	Iteration 31Q: 3 clusters Score -6833876 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 43976 members 
Entering Unmasked Estep 
Score: -6833924.500000 Penalty: 5423.697266
	Iteration 32Q: 3 clusters Score -6833924 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 44265 members 
Entering Unmasked Estep 
Score: -6833958.000000 Penalty: 5423.697266
	Iteration 33Q: 3 clusters Score -6833958 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 44547 members 
Entering Unmasked Estep 
Score: -6833999.000000 Penalty: 5423.697266
	Iteration 34Q: 3 clusters Score -6833999 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 44815 members 
Entering Unmasked Estep 
Score: -6834030.500000 Penalty: 5423.697266
	Iteration 35Q: 3 clusters Score -6834030 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 45081 members 
Entering Unmasked Estep 
Score: -6834064.500000 Penalty: 5423.697266
	Iteration 36Q: 3 clusters Score -6834064 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 45331 members 
Entering Unmasked Estep 
Score: -6834091.000000 Penalty: 5423.697266
	Iteration 37Q: 3 clusters Score -6834091 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 45583 members 
Entering Unmasked Estep 
Score: -6834136.500000 Penalty: 5423.697266
	Iteration 38Q: 3 clusters Score -6834136 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 45836 members 
Entering Unmasked Estep 
Score: -6834181.500000 Penalty: 5423.697266
	Iteration 39Q: 3 clusters Score -6834182 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 46114 members 
Entering Unmasked Estep 
Score: -6834236.500000 Penalty: 5423.697266
	Iteration 40F: 3 clusters Score -6834236 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 46386 members 
Entering Unmasked Estep 
Score: -6834299.000000 Penalty: 5423.697266
	Iteration 41Q: 3 clusters Score -6834299 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 46675 members 
Entering Unmasked Estep 
Score: -6834360.000000 Penalty: 5423.697266
	Iteration 42Q: 3 clusters Score -6834360 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 46943 members 
Entering Unmasked Estep 
Score: -6834408.000000 Penalty: 5423.697266
	Iteration 43Q: 3 clusters Score -6834408 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 47218 members 
Entering Unmasked Estep 
Score: -6834445.000000 Penalty: 5423.697266
	Iteration 44Q: 3 clusters Score -6834445 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 47476 members 
Entering Unmasked Estep 
Score: -6834512.000000 Penalty: 5423.697266
	Iteration 45Q: 3 clusters Score -6834512 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 47737 members 
Entering Unmasked Estep 
Score: -6834583.000000 Penalty: 5423.697266
	Iteration 46Q: 3 clusters Score -6834583 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 48002 members 
Entering Unmasked Estep 
Score: -6834623.000000 Penalty: 5423.697266
	Iteration 47Q: 3 clusters Score -6834623 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 48270 members 
Entering Unmasked Estep 
Score: -6834656.500000 Penalty: 5423.697266
	Iteration 48Q: 3 clusters Score -6834656 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 48533 members 
Entering Unmasked Estep 
Score: -6834696.500000 Penalty: 5423.697266
	Iteration 49Q: 3 clusters Score -6834696 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 48798 members 
Entering Unmasked Estep 
Score: -6834758.000000 Penalty: 5423.697266
	Iteration 50Q: 3 clusters Score -6834758 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 49074 members 
Entering Unmasked Estep 
Score: -6834820.500000 Penalty: 5423.697266
	Iteration 51Q: 3 clusters Score -6834820 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 49346 members 
Entering Unmasked Estep 
Score: -6834885.000000 Penalty: 5423.697266
	Iteration 52Q: 3 clusters Score -6834885 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 49592 members 
Entering Unmasked Estep 
Score: -6834919.000000 Penalty: 5423.697266
	Iteration 53Q: 3 clusters Score -6834919 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 49868 members 
Entering Unmasked Estep 
Score: -6834996.500000 Penalty: 5423.697266
	Iteration 54Q: 3 clusters Score -6834996 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 50132 members 
Entering Unmasked Estep 
Score: -6835069.000000 Penalty: 5423.697266
	Iteration 55Q: 3 clusters Score -6835069 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 50403 members 
Entering Unmasked Estep 
Score: -6835151.500000 Penalty: 5423.697266
	Iteration 56Q: 3 clusters Score -6835152 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 50675 members 
Entering Unmasked Estep 
Score: -6835221.500000 Penalty: 5423.697266
	Iteration 57Q: 3 clusters Score -6835222 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 50919 members 
Entering Unmasked Estep 
Score: -6835279.000000 Penalty: 5423.697266
	Iteration 58Q: 3 clusters Score -6835279 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 51150 members 
Entering Unmasked Estep 
Score: -6835359.000000 Penalty: 5423.697266
	Iteration 59Q: 3 clusters Score -6835359 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 51386 members 
Entering Unmasked Estep 
Score: -6835421.500000 Penalty: 5423.697266
	Iteration 60F: 3 clusters Score -6835422 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 51619 members 
Entering Unmasked Estep 
Score: -6835479.500000 Penalty: 5423.697266
	Iteration 61Q: 3 clusters Score -6835480 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 51833 members 
Entering Unmasked Estep 
Score: -6835531.000000 Penalty: 5423.697266
	Iteration 62Q: 3 clusters Score -6835531 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 52054 members 
Entering Unmasked Estep 
Score: -6835564.000000 Penalty: 5423.697266
	Iteration 63Q: 3 clusters Score -6835564 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 52267 members 
Entering Unmasked Estep 
Score: -6835634.000000 Penalty: 5423.697266
	Iteration 64Q: 3 clusters Score -6835634 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 52453 members 
Entering Unmasked Estep 
Score: -6835704.000000 Penalty: 5423.697266
	Iteration 65Q: 3 clusters Score -6835704 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 52648 members 
Entering Unmasked Estep 
Score: -6835760.000000 Penalty: 5423.697266
	Iteration 66Q: 3 clusters Score -6835760 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 52824 members 
Entering Unmasked Estep 
Score: -6835780.000000 Penalty: 5423.697266
	Iteration 67Q: 3 clusters Score -6835780 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 52987 members 
Entering Unmasked Estep 
Score: -6835846.500000 Penalty: 5423.697266
	Iteration 68Q: 3 clusters Score -6835846 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 53150 members 
Entering Unmasked Estep 
Score: -6835913.000000 Penalty: 5423.697266
	Iteration 69Q: 3 clusters Score -6835913 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 53297 members 
Entering Unmasked Estep 
Score: -6835970.000000 Penalty: 5423.697266
	Iteration 70Q: 3 clusters Score -6835970 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 53417 members 
Entering Unmasked Estep 
Score: -6835998.500000 Penalty: 5423.697266
	Iteration 71Q: 3 clusters Score -6835998 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 53519 members 
Entering Unmasked Estep 
Score: -6836041.000000 Penalty: 5423.697266
	Iteration 72Q: 3 clusters Score -6836041 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 53604 members 
Entering Unmasked Estep 
Score: -6836048.000000 Penalty: 5423.697266
	Iteration 73Q: 3 clusters Score -6836048 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 53668 members 
Entering Unmasked Estep 
Score: -6836071.000000 Penalty: 5423.697266
	Iteration 74Q: 3 clusters Score -6836071 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 53729 members 
Entering Unmasked Estep 
Score: -6836091.000000 Penalty: 5423.697266
	Iteration 75Q: 3 clusters Score -6836091 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 53794 members 
Entering Unmasked Estep 
Score: -6836107.500000 Penalty: 5423.697266
	Iteration 76Q: 3 clusters Score -6836108 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 53846 members 
Entering Unmasked Estep 
Score: -6836118.000000 Penalty: 5423.697266
	Iteration 77Q: 3 clusters Score -6836118 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 53894 members 
Entering Unmasked Estep 
Score: -6836131.500000 Penalty: 5423.697266
	Iteration 78Q: 3 clusters Score -6836132 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 53937 members 
Entering Unmasked Estep 
Score: -6836128.500000 Penalty: 5423.697266
	Iteration 79Q: 3 clusters Score -6836128 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 53989 members 
Entering Unmasked Estep 
Score: -6836151.500000 Penalty: 5423.697266
	Iteration 80F: 3 clusters Score -6836152 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 54033 members 
Entering Unmasked Estep 
Score: -6836165.000000 Penalty: 5423.697266
	Iteration 81Q: 3 clusters Score -6836165 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 54067 members 
Entering Unmasked Estep 
Score: -6836180.000000 Penalty: 5423.697266
	Iteration 82Q: 3 clusters Score -6836180 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 54104 members 
Entering Unmasked Estep 
Score: -6836181.000000 Penalty: 5423.697266
	Iteration 83Q: 3 clusters Score -6836181 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 54140 members 
Entering Unmasked Estep 
Score: -6836191.500000 Penalty: 5423.697266
	Iteration 84Q: 3 clusters Score -6836192 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 54172 members 
Entering Unmasked Estep 
Score: -6836207.000000 Penalty: 5423.697266
	Iteration 85Q: 3 clusters Score -6836207 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 54203 members 
Entering Unmasked Estep 
Score: -6836215.500000 Penalty: 5423.697266
	Iteration 86Q: 3 clusters Score -6836216 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 54235 members 
Entering Unmasked Estep 
Score: -6836212.500000 Penalty: 5423.697266
	Iteration 87Q: 3 clusters Score -6836212 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 54260 members 
Entering Unmasked Estep 
Score: -6836227.500000 Penalty: 5423.697266
	Iteration 88Q: 3 clusters Score -6836228 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 54287 members 
Entering Unmasked Estep 
Score: -6836241.000000 Penalty: 5423.697266
	Iteration 89Q: 3 clusters Score -6836241 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 54315 members 
Entering Unmasked Estep 
Score: -6836252.000000 Penalty: 5423.697266
	Iteration 90Q: 3 clusters Score -6836252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 54329 members 
Entering Unmasked Estep 
Score: -6836249.500000 Penalty: 5423.697266
	Iteration 91Q: 3 clusters Score -6836250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 54345 members 
Entering Unmasked Estep 
Score: -6836242.000000 Penalty: 5423.697266
	Iteration 92Q: 3 clusters Score -6836242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 54355 members 
Entering Unmasked Estep 
Score: -6836265.000000 Penalty: 5423.697266
	Iteration 93Q: 3 clusters Score -6836265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 54361 members 
Entering Unmasked Estep 
Score: -6836266.000000 Penalty: 5423.697266
	Iteration 94Q: 3 clusters Score -6836266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 54371 members 
Entering Unmasked Estep 
Score: -6836262.000000 Penalty: 5423.697266
	Iteration 95Q: 3 clusters Score -6836262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 54381 members 
Entering Unmasked Estep 
Score: -6836266.000000 Penalty: 5423.697266
	Iteration 96Q: 3 clusters Score -6836266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 54387 members 
Entering Unmasked Estep 
Score: -6836267.500000 Penalty: 5423.697266
	Iteration 97Q: 3 clusters Score -6836268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 54398 members 
Entering Unmasked Estep 
Score: -6836276.500000 Penalty: 5423.697266
	Iteration 98Q: 3 clusters Score -6836276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 54409 members 
Entering Unmasked Estep 
Score: -6836282.000000 Penalty: 5423.697266
	Iteration 99Q: 3 clusters Score -6836282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 54416 members 
Entering Unmasked Estep 
Score: -6836285.500000 Penalty: 5423.697266
	Iteration 100F: 3 clusters Score -6836286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 54417 members 
Entering Unmasked Estep 
Score: -6836295.000000 Penalty: 5423.697266
	Iteration 101Q: 3 clusters Score -6836295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 54422 members 
Entering Unmasked Estep 
Score: -6836293.000000 Penalty: 5423.697266
	Iteration 102Q: 3 clusters Score -6836293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 54427 members 
Entering Unmasked Estep 
Score: -6836299.000000 Penalty: 5423.697266
	Iteration 103Q: 3 clusters Score -6836299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 54436 members 
Entering Unmasked Estep 
Score: -6836305.000000 Penalty: 5423.697266
	Iteration 104Q: 3 clusters Score -6836305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 54441 members 
Entering Unmasked Estep 
Score: -6836304.500000 Penalty: 5423.697266
	Iteration 105Q: 3 clusters Score -6836304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 54443 members 
Entering Unmasked Estep 
Score: -6836306.000000 Penalty: 5423.697266
	Iteration 106Q: 3 clusters Score -6836306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 54446 members 
Entering Unmasked Estep 
Score: -6836307.500000 Penalty: 5423.697266
	Iteration 107Q: 3 clusters Score -6836308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 54452 members 
Entering Unmasked Estep 
Score: -6836306.000000 Penalty: 5423.697266
	Iteration 108Q: 3 clusters Score -6836306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 54456 members 
Entering Unmasked Estep 
Score: -6836306.500000 Penalty: 5423.697266
	Iteration 109Q: 3 clusters Score -6836306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 54460 members 
Entering Unmasked Estep 
Score: -6836310.500000 Penalty: 5423.697266
	Iteration 110Q: 3 clusters Score -6836310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 54465 members 
Entering Unmasked Estep 
Score: -6836308.000000 Penalty: 5423.697266
	Iteration 111Q: 3 clusters Score -6836308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 54471 members 
Entering Unmasked Estep 
Score: -6836310.500000 Penalty: 5423.697266
	Iteration 112Q: 3 clusters Score -6836310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 54478 members 
Entering Unmasked Estep 
Score: -6836312.000000 Penalty: 5423.697266
	Iteration 113Q: 3 clusters Score -6836312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 54483 members 
Entering Unmasked Estep 
Score: -6836314.000000 Penalty: 5423.697266
	Iteration 114Q: 3 clusters Score -6836314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 54490 members 
Entering Unmasked Estep 
Score: -6836319.500000 Penalty: 5423.697266
	Iteration 115Q: 3 clusters Score -6836320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 54497 members 
Entering Unmasked Estep 
Score: -6836323.000000 Penalty: 5423.697266
	Iteration 116Q: 3 clusters Score -6836323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 54503 members 
Entering Unmasked Estep 
Score: -6836325.500000 Penalty: 5423.697266
	Iteration 117Q: 3 clusters Score -6836326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 54510 members 
Entering Unmasked Estep 
Score: -6836320.000000 Penalty: 5423.697266
	Iteration 118Q: 3 clusters Score -6836320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 54514 members 
Entering Unmasked Estep 
Score: -6836328.000000 Penalty: 5423.697266
	Iteration 119Q: 3 clusters Score -6836328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 54518 members 
Entering Unmasked Estep 
Score: -6836334.500000 Penalty: 5423.697266
	Iteration 120F: 3 clusters Score -6836334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 54523 members 
Entering Unmasked Estep 
Score: -6836324.000000 Penalty: 5423.697266
	Iteration 121Q: 3 clusters Score -6836324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 54525 members 
Entering Unmasked Estep 
Score: -6836326.500000 Penalty: 5423.697266
	Iteration 122Q: 3 clusters Score -6836326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 54526 members 
Entering Unmasked Estep 
Score: -6836329.500000 Penalty: 5423.697266
	Iteration 123Q: 3 clusters Score -6836330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 54528 members 
Entering Unmasked Estep 
Score: -6836329.000000 Penalty: 5423.697266
	Iteration 124Q: 3 clusters Score -6836329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 54528 members 
Entering Unmasked Estep 
Score: -6836323.000000 Penalty: 5423.697266
	Iteration 125Q: 3 clusters Score -6836323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 54529 members 
Entering Unmasked Estep 
Score: -6836322.500000 Penalty: 5423.697266
	Iteration 126Q: 3 clusters Score -6836322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 54529 members 
Entering Unmasked Estep 
Score: -6836322.500000 Penalty: 5423.697266
	Iteration 127F: 3 clusters Score -6836322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (155883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155883 members 
Entering Unmasked Estep 
Score: -19006230.000000 Penalty: 2965.301514
	Iteration 0F: 2 clusters Score -1.900623e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78090 members 
Mstep: Class 2 contains 77793 members 
Entering Unmasked Estep 
Score: -18902120.000000 Penalty: 5930.603027
	Iteration 0F: 3 clusters Score -1.890212e+07 nChanged 74373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79913 members 
Mstep: Class 2 contains 75970 members 
Entering Unmasked Estep 
Score: -18945844.000000 Penalty: 5930.603027
	Iteration 1F: 3 clusters Score -1.894584e+07 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80561 members 
Mstep: Class 2 contains 75322 members 
Entering Unmasked Estep 
Score: -18947396.000000 Penalty: 5930.603027
	Iteration 2Q: 3 clusters Score -1.89474e+07 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81431 members 
Mstep: Class 2 contains 74452 members 
Entering Unmasked Estep 
Score: -18949460.000000 Penalty: 5930.603027
	Iteration 3Q: 3 clusters Score -1.894946e+07 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82714 members 
Mstep: Class 2 contains 73169 members 
Entering Unmasked Estep 
Score: -18951826.000000 Penalty: 5930.603027
	Iteration 4Q: 3 clusters Score -1.895183e+07 nChanged 7087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84515 members 
Mstep: Class 2 contains 71368 members 
Entering Unmasked Estep 
Score: -18954818.000000 Penalty: 5930.603027
	Iteration 5Q: 3 clusters Score -1.895482e+07 nChanged 7393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87126 members 
Mstep: Class 2 contains 68757 members 
Entering Unmasked Estep 
Score: -18958088.000000 Penalty: 5930.603027
	Iteration 6Q: 3 clusters Score -1.895809e+07 nChanged 7463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90789 members 
Mstep: Class 2 contains 65094 members 
Entering Unmasked Estep 
Score: -18961482.000000 Penalty: 5930.603027
	Iteration 7Q: 3 clusters Score -1.896148e+07 nChanged 7472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95689 members 
Mstep: Class 2 contains 60194 members 
Entering Unmasked Estep 
Score: -18965232.000000 Penalty: 5930.603027
	Iteration 8Q: 3 clusters Score -1.896523e+07 nChanged 7513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101878 members 
Mstep: Class 2 contains 54005 members 
Entering Unmasked Estep 
Score: -18969338.000000 Penalty: 5930.603027
	Iteration 9Q: 3 clusters Score -1.896934e+07 nChanged 7777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109145 members 
Mstep: Class 2 contains 46738 members 
Entering Unmasked Estep 
Score: -18973860.000000 Penalty: 5930.603027
	Iteration 10Q: 3 clusters Score -1.897386e+07 nChanged 8148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117175 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -18978918.000000 Penalty: 5930.603027
	Iteration 11F: 3 clusters Score -1.897892e+07 nChanged 8239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125394 members 
Mstep: Class 2 contains 30489 members 
Entering Unmasked Estep 
Score: -18984138.000000 Penalty: 5930.603027
	Iteration 12F: 3 clusters Score -1.898414e+07 nChanged 7682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133076 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -18989032.000000 Penalty: 5930.603027
	Iteration 13Q: 3 clusters Score -1.898903e+07 nChanged 6643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139717 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -18993470.000000 Penalty: 5930.603027
	Iteration 14Q: 3 clusters Score -1.899347e+07 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145021 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -18997096.000000 Penalty: 5930.603027
	Iteration 15Q: 3 clusters Score -1.89971e+07 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148767 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -18999618.000000 Penalty: 5930.603027
	Iteration 16Q: 3 clusters Score -1.899962e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151227 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -19001242.000000 Penalty: 5930.603027
	Iteration 17Q: 3 clusters Score -1.900124e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152711 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -19002356.000000 Penalty: 5930.603027
	Iteration 18Q: 3 clusters Score -1.900236e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153566 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -19002958.000000 Penalty: 5930.603027
	Iteration 19Q: 3 clusters Score -1.900296e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154007 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -19003256.000000 Penalty: 5930.603027
	Iteration 20F: 3 clusters Score -1.900326e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154261 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -19003438.000000 Penalty: 5930.603027
	Iteration 21Q: 3 clusters Score -1.900344e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154431 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -19003534.000000 Penalty: 5930.603027
	Iteration 22Q: 3 clusters Score -1.900353e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154549 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -19003594.000000 Penalty: 5930.603027
	Iteration 23Q: 3 clusters Score -1.900359e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154635 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -19003656.000000 Penalty: 5930.603027
	Iteration 24Q: 3 clusters Score -1.900366e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154713 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -19003712.000000 Penalty: 5930.603027
	Iteration 25Q: 3 clusters Score -1.900371e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154753 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -19003712.000000 Penalty: 5930.603027
	Iteration 26Q: 3 clusters Score -1.900371e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154791 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -19003734.000000 Penalty: 5930.603027
	Iteration 27Q: 3 clusters Score -1.900373e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154819 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -19003730.000000 Penalty: 5930.603027
	Iteration 28Q: 3 clusters Score -1.900373e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154847 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -19003770.000000 Penalty: 5930.603027
	Iteration 29Q: 3 clusters Score -1.900377e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154872 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -19003774.000000 Penalty: 5930.603027
	Iteration 30Q: 3 clusters Score -1.900377e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154887 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -19003804.000000 Penalty: 5930.603027
	Iteration 31Q: 3 clusters Score -1.90038e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154904 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -19003808.000000 Penalty: 5930.603027
	Iteration 32Q: 3 clusters Score -1.900381e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154918 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -19003812.000000 Penalty: 5930.603027
	Iteration 33Q: 3 clusters Score -1.900381e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154927 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -19003828.000000 Penalty: 5930.603027
	Iteration 34Q: 3 clusters Score -1.900383e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154935 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -19003832.000000 Penalty: 5930.603027
	Iteration 35Q: 3 clusters Score -1.900383e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154950 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -19003844.000000 Penalty: 5930.603027
	Iteration 36Q: 3 clusters Score -1.900384e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154956 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -19003840.000000 Penalty: 5930.603027
	Iteration 37Q: 3 clusters Score -1.900384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154961 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -19003844.000000 Penalty: 5930.603027
	Iteration 38Q: 3 clusters Score -1.900384e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154968 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -19003860.000000 Penalty: 5930.603027
	Iteration 39Q: 3 clusters Score -1.900386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154973 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -19003860.000000 Penalty: 5930.603027
	Iteration 40F: 3 clusters Score -1.900386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154978 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -19003868.000000 Penalty: 5930.603027
	Iteration 41Q: 3 clusters Score -1.900387e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154978 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -19003868.000000 Penalty: 5930.603027
	Iteration 42F: 3 clusters Score -1.900387e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Entering Unmasked Estep 
Score: -3588305.500000 Penalty: 2555.402100
	Iteration 0F: 2 clusters Score -3588306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -3567918.750000 Penalty: 5110.804199
	Iteration 0F: 3 clusters Score -3567919 nChanged 13439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -3575255.750000 Penalty: 5110.804199
	Iteration 1F: 3 clusters Score -3575256 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -3575669.000000 Penalty: 5110.804199
	Iteration 2Q: 3 clusters Score -3575669 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -3576108.000000 Penalty: 5110.804199
	Iteration 3Q: 3 clusters Score -3576108 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -3576644.250000 Penalty: 5110.804199
	Iteration 4Q: 3 clusters Score -3576644 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -3577458.250000 Penalty: 5110.804199
	Iteration 5Q: 3 clusters Score -3577458 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -3578594.500000 Penalty: 5110.804199
	Iteration 6F: 3 clusters Score -3578594 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -3580119.500000 Penalty: 5110.804199
	Iteration 7F: 3 clusters Score -3580120 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -3581956.250000 Penalty: 5110.804199
	Iteration 8F: 3 clusters Score -3581956 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -3583730.500000 Penalty: 5110.804199
	Iteration 9F: 3 clusters Score -3583730 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -3585369.250000 Penalty: 5110.804199
	Iteration 10Q: 3 clusters Score -3585369 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -3586440.250000 Penalty: 5110.804199
	Iteration 11Q: 3 clusters Score -3586440 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -3586858.000000 Penalty: 5110.804199
	Iteration 12Q: 3 clusters Score -3586858 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -3587002.500000 Penalty: 5110.804199
	Iteration 13Q: 3 clusters Score -3587002 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -3587076.000000 Penalty: 5110.804199
	Iteration 14Q: 3 clusters Score -3587076 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -3587094.000000 Penalty: 5110.804199
	Iteration 15Q: 3 clusters Score -3587094 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -3587114.000000 Penalty: 5110.804199
	Iteration 16Q: 3 clusters Score -3587114 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -3587125.750000 Penalty: 5110.804199
	Iteration 17Q: 3 clusters Score -3587126 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -3587133.750000 Penalty: 5110.804199
	Iteration 18Q: 3 clusters Score -3587134 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -3587137.750000 Penalty: 5110.804199
	Iteration 19Q: 3 clusters Score -3587138 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -3587141.750000 Penalty: 5110.804199
	Iteration 20F: 3 clusters Score -3587142 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -3587153.750000 Penalty: 5110.804199
	Iteration 21Q: 3 clusters Score -3587154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -3587158.500000 Penalty: 5110.804199
	Iteration 22Q: 3 clusters Score -3587158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -3587157.500000 Penalty: 5110.804199
	Iteration 23Q: 3 clusters Score -3587158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -3587160.000000 Penalty: 5110.804199
	Iteration 24Q: 3 clusters Score -3587160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -3587169.250000 Penalty: 5110.804199
	Iteration 25Q: 3 clusters Score -3587169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -3587168.750000 Penalty: 5110.804199
	Iteration 26Q: 3 clusters Score -3587169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -3587171.000000 Penalty: 5110.804199
	Iteration 27Q: 3 clusters Score -3587171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -3587169.000000 Penalty: 5110.804199
	Iteration 28Q: 3 clusters Score -3587169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -3587167.000000 Penalty: 5110.804199
	Iteration 29Q: 3 clusters Score -3587167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -3587173.250000 Penalty: 5110.804199
	Iteration 30Q: 3 clusters Score -3587173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -3587174.500000 Penalty: 5110.804199
	Iteration 31Q: 3 clusters Score -3587174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -3587162.000000 Penalty: 5110.804199
	Iteration 32Q: 3 clusters Score -3587162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25924 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -3587163.250000 Penalty: 5110.804199
	Iteration 33Q: 3 clusters Score -3587163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -3587173.500000 Penalty: 5110.804199
	Iteration 34Q: 3 clusters Score -3587174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -3587175.750000 Penalty: 5110.804199
	Iteration 35Q: 3 clusters Score -3587176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -3587176.750000 Penalty: 5110.804199
	Iteration 36Q: 3 clusters Score -3587177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -3587177.000000 Penalty: 5110.804199
	Iteration 37Q: 3 clusters Score -3587177 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -3587175.000000 Penalty: 5110.804199
	Iteration 38Q: 3 clusters Score -3587175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25969 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -3587178.250000 Penalty: 5110.804199
	Iteration 39Q: 3 clusters Score -3587178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -3587175.250000 Penalty: 5110.804199
	Iteration 40F: 3 clusters Score -3587175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -3587177.750000 Penalty: 5110.804199
	Iteration 41Q: 3 clusters Score -3587178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25974 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -3587175.000000 Penalty: 5110.804199
	Iteration 42Q: 3 clusters Score -3587175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25974 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -3587175.000000 Penalty: 5110.804199
	Iteration 43F: 3 clusters Score -3587175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Entering Unmasked Estep 
Score: -1393853.250000 Penalty: 2320.201660
	Iteration 0F: 2 clusters Score -1393853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1385116.000000 Penalty: 4640.403320
	Iteration 0F: 3 clusters Score -1385116 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1387746.250000 Penalty: 4640.403320
	Iteration 1F: 3 clusters Score -1387746 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1388132.250000 Penalty: 4640.403320
	Iteration 2F: 3 clusters Score -1388132 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1388424.375000 Penalty: 4640.403320
	Iteration 3F: 3 clusters Score -1388424 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1388682.875000 Penalty: 4640.403320
	Iteration 4Q: 3 clusters Score -1388683 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1388915.250000 Penalty: 4640.403320
	Iteration 5Q: 3 clusters Score -1388915 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1389171.500000 Penalty: 4640.403320
	Iteration 6Q: 3 clusters Score -1389172 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1389414.875000 Penalty: 4640.403320
	Iteration 7Q: 3 clusters Score -1389415 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1389669.125000 Penalty: 4640.403320
	Iteration 8Q: 3 clusters Score -1389669 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1389916.000000 Penalty: 4640.403320
	Iteration 9Q: 3 clusters Score -1389916 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1390151.250000 Penalty: 4640.403320
	Iteration 10Q: 3 clusters Score -1390151 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1390393.500000 Penalty: 4640.403320
	Iteration 11Q: 3 clusters Score -1390394 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1390612.000000 Penalty: 4640.403320
	Iteration 12Q: 3 clusters Score -1390612 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1390830.500000 Penalty: 4640.403320
	Iteration 13Q: 3 clusters Score -1390830 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1391024.375000 Penalty: 4640.403320
	Iteration 14Q: 3 clusters Score -1391024 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1391206.500000 Penalty: 4640.403320
	Iteration 15Q: 3 clusters Score -1391206 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1391338.250000 Penalty: 4640.403320
	Iteration 16Q: 3 clusters Score -1391338 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1391445.625000 Penalty: 4640.403320
	Iteration 17Q: 3 clusters Score -1391446 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1391522.500000 Penalty: 4640.403320
	Iteration 18Q: 3 clusters Score -1391522 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1391584.250000 Penalty: 4640.403320
	Iteration 19Q: 3 clusters Score -1391584 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1391623.000000 Penalty: 4640.403320
	Iteration 20F: 3 clusters Score -1391623 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1391656.625000 Penalty: 4640.403320
	Iteration 21Q: 3 clusters Score -1391657 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1391679.125000 Penalty: 4640.403320
	Iteration 22Q: 3 clusters Score -1391679 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1391692.625000 Penalty: 4640.403320
	Iteration 23Q: 3 clusters Score -1391693 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1391705.125000 Penalty: 4640.403320
	Iteration 24Q: 3 clusters Score -1391705 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1391715.875000 Penalty: 4640.403320
	Iteration 25Q: 3 clusters Score -1391716 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1391724.125000 Penalty: 4640.403320
	Iteration 26Q: 3 clusters Score -1391724 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1391730.125000 Penalty: 4640.403320
	Iteration 27Q: 3 clusters Score -1391730 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1391736.625000 Penalty: 4640.403320
	Iteration 28Q: 3 clusters Score -1391737 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1391743.125000 Penalty: 4640.403320
	Iteration 29Q: 3 clusters Score -1391743 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1391746.375000 Penalty: 4640.403320
	Iteration 30Q: 3 clusters Score -1391746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1391749.625000 Penalty: 4640.403320
	Iteration 31Q: 3 clusters Score -1391750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1391753.250000 Penalty: 4640.403320
	Iteration 32Q: 3 clusters Score -1391753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1391755.250000 Penalty: 4640.403320
	Iteration 33Q: 3 clusters Score -1391755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1391758.875000 Penalty: 4640.403320
	Iteration 34Q: 3 clusters Score -1391759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1391761.000000 Penalty: 4640.403320
	Iteration 35Q: 3 clusters Score -1391761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1391760.750000 Penalty: 4640.403320
	Iteration 36Q: 3 clusters Score -1391761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1391762.875000 Penalty: 4640.403320
	Iteration 37Q: 3 clusters Score -1391763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1391765.125000 Penalty: 4640.403320
	Iteration 38Q: 3 clusters Score -1391765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1391767.250000 Penalty: 4640.403320
	Iteration 39Q: 3 clusters Score -1391767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1391765.750000 Penalty: 4640.403320
	Iteration 40F: 3 clusters Score -1391766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1391767.500000 Penalty: 4640.403320
	Iteration 41Q: 3 clusters Score -1391768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1391767.500000 Penalty: 4640.403320
	Iteration 42F: 3 clusters Score -1391768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Entering Unmasked Estep 
Score: -1162902.500000 Penalty: 2286.238770
	Iteration 0F: 2 clusters Score -1162902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1155207.625000 Penalty: 4572.477539
	Iteration 0F: 3 clusters Score -1155208 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1157643.125000 Penalty: 4572.477539
	Iteration 1F: 3 clusters Score -1157643 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1158067.625000 Penalty: 4572.477539
	Iteration 2F: 3 clusters Score -1158068 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1158399.500000 Penalty: 4572.477539
	Iteration 3F: 3 clusters Score -1158400 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1158684.375000 Penalty: 4572.477539
	Iteration 4Q: 3 clusters Score -1158684 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1158918.125000 Penalty: 4572.477539
	Iteration 5Q: 3 clusters Score -1158918 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1159107.875000 Penalty: 4572.477539
	Iteration 6Q: 3 clusters Score -1159108 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1159325.375000 Penalty: 4572.477539
	Iteration 7Q: 3 clusters Score -1159325 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1159526.875000 Penalty: 4572.477539
	Iteration 8Q: 3 clusters Score -1159527 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1159740.500000 Penalty: 4572.477539
	Iteration 9Q: 3 clusters Score -1159740 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1159938.250000 Penalty: 4572.477539
	Iteration 10Q: 3 clusters Score -1159938 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1160125.500000 Penalty: 4572.477539
	Iteration 11Q: 3 clusters Score -1160126 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1160286.875000 Penalty: 4572.477539
	Iteration 12Q: 3 clusters Score -1160287 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1160421.500000 Penalty: 4572.477539
	Iteration 13Q: 3 clusters Score -1160422 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1160514.625000 Penalty: 4572.477539
	Iteration 14Q: 3 clusters Score -1160515 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1160591.000000 Penalty: 4572.477539
	Iteration 15Q: 3 clusters Score -1160591 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1160649.875000 Penalty: 4572.477539
	Iteration 16Q: 3 clusters Score -1160650 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1160697.125000 Penalty: 4572.477539
	Iteration 17Q: 3 clusters Score -1160697 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1160732.250000 Penalty: 4572.477539
	Iteration 18Q: 3 clusters Score -1160732 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1160759.625000 Penalty: 4572.477539
	Iteration 19Q: 3 clusters Score -1160760 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1160780.000000 Penalty: 4572.477539
	Iteration 20F: 3 clusters Score -1160780 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1160797.875000 Penalty: 4572.477539
	Iteration 21Q: 3 clusters Score -1160798 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1160814.000000 Penalty: 4572.477539
	Iteration 22Q: 3 clusters Score -1160814 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1160828.875000 Penalty: 4572.477539
	Iteration 23Q: 3 clusters Score -1160829 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1160845.125000 Penalty: 4572.477539
	Iteration 24Q: 3 clusters Score -1160845 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1160859.375000 Penalty: 4572.477539
	Iteration 25Q: 3 clusters Score -1160859 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1160873.750000 Penalty: 4572.477539
	Iteration 26Q: 3 clusters Score -1160874 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1160891.500000 Penalty: 4572.477539
	Iteration 27Q: 3 clusters Score -1160892 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1160914.750000 Penalty: 4572.477539
	Iteration 28Q: 3 clusters Score -1160915 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1160935.000000 Penalty: 4572.477539
	Iteration 29Q: 3 clusters Score -1160935 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1160958.875000 Penalty: 4572.477539
	Iteration 30Q: 3 clusters Score -1160959 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1160989.375000 Penalty: 4572.477539
	Iteration 31Q: 3 clusters Score -1160989 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1161030.375000 Penalty: 4572.477539
	Iteration 32Q: 3 clusters Score -1161030 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1161059.625000 Penalty: 4572.477539
	Iteration 33Q: 3 clusters Score -1161060 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1161094.500000 Penalty: 4572.477539
	Iteration 34Q: 3 clusters Score -1161094 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1161129.125000 Penalty: 4572.477539
	Iteration 35Q: 3 clusters Score -1161129 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1161168.500000 Penalty: 4572.477539
	Iteration 36Q: 3 clusters Score -1161168 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1161217.000000 Penalty: 4572.477539
	Iteration 37Q: 3 clusters Score -1161217 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1161272.375000 Penalty: 4572.477539
	Iteration 38Q: 3 clusters Score -1161272 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1161333.125000 Penalty: 4572.477539
	Iteration 39Q: 3 clusters Score -1161333 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1161377.750000 Penalty: 4572.477539
	Iteration 40F: 3 clusters Score -1161378 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1161431.500000 Penalty: 4572.477539
	Iteration 41Q: 3 clusters Score -1161432 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1161472.625000 Penalty: 4572.477539
	Iteration 42Q: 3 clusters Score -1161473 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1161517.000000 Penalty: 4572.477539
	Iteration 43Q: 3 clusters Score -1161517 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1161560.125000 Penalty: 4572.477539
	Iteration 44Q: 3 clusters Score -1161560 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1161596.875000 Penalty: 4572.477539
	Iteration 45Q: 3 clusters Score -1161597 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1161630.000000 Penalty: 4572.477539
	Iteration 46Q: 3 clusters Score -1161630 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1161649.000000 Penalty: 4572.477539
	Iteration 47Q: 3 clusters Score -1161649 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1161673.125000 Penalty: 4572.477539
	Iteration 48Q: 3 clusters Score -1161673 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1161694.000000 Penalty: 4572.477539
	Iteration 49Q: 3 clusters Score -1161694 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1161712.875000 Penalty: 4572.477539
	Iteration 50Q: 3 clusters Score -1161713 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1161721.125000 Penalty: 4572.477539
	Iteration 51Q: 3 clusters Score -1161721 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1161737.875000 Penalty: 4572.477539
	Iteration 52Q: 3 clusters Score -1161738 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1161746.125000 Penalty: 4572.477539
	Iteration 53Q: 3 clusters Score -1161746 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1161758.750000 Penalty: 4572.477539
	Iteration 54Q: 3 clusters Score -1161759 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1161758.750000 Penalty: 4572.477539
	Iteration 55Q: 3 clusters Score -1161759 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1161768.125000 Penalty: 4572.477539
	Iteration 56Q: 3 clusters Score -1161768 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1161773.875000 Penalty: 4572.477539
	Iteration 57Q: 3 clusters Score -1161774 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1161779.500000 Penalty: 4572.477539
	Iteration 58Q: 3 clusters Score -1161780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1161785.750000 Penalty: 4572.477539
	Iteration 59Q: 3 clusters Score -1161786 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1161787.250000 Penalty: 4572.477539
	Iteration 60F: 3 clusters Score -1161787 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1161791.875000 Penalty: 4572.477539
	Iteration 61Q: 3 clusters Score -1161792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1161791.125000 Penalty: 4572.477539
	Iteration 62Q: 3 clusters Score -1161791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1161795.625000 Penalty: 4572.477539
	Iteration 63Q: 3 clusters Score -1161796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1161796.750000 Penalty: 4572.477539
	Iteration 64Q: 3 clusters Score -1161797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1161801.000000 Penalty: 4572.477539
	Iteration 65Q: 3 clusters Score -1161801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1161798.375000 Penalty: 4572.477539
	Iteration 66Q: 3 clusters Score -1161798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1161799.125000 Penalty: 4572.477539
	Iteration 67Q: 3 clusters Score -1161799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1161798.000000 Penalty: 4572.477539
	Iteration 68Q: 3 clusters Score -1161798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1161798.000000 Penalty: 4572.477539
	Iteration 69F: 3 clusters Score -1161798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Entering Unmasked Estep 
Score: -1026635.625000 Penalty: 2259.134766
	Iteration 0F: 2 clusters Score -1026636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1019596.312500 Penalty: 4518.269531
	Iteration 0F: 3 clusters Score -1019596 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1021757.437500 Penalty: 4518.269531
	Iteration 1F: 3 clusters Score -1021757 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1022138.500000 Penalty: 4518.269531
	Iteration 2F: 3 clusters Score -1022138 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1022439.500000 Penalty: 4518.269531
	Iteration 3F: 3 clusters Score -1022440 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1022716.437500 Penalty: 4518.269531
	Iteration 4Q: 3 clusters Score -1022716 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1022954.937500 Penalty: 4518.269531
	Iteration 5Q: 3 clusters Score -1022955 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1023178.687500 Penalty: 4518.269531
	Iteration 6Q: 3 clusters Score -1023179 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1023427.062500 Penalty: 4518.269531
	Iteration 7Q: 3 clusters Score -1023427 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1023762.375000 Penalty: 4518.269531
	Iteration 8Q: 3 clusters Score -1023762 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1024135.625000 Penalty: 4518.269531
	Iteration 9Q: 3 clusters Score -1024136 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1024459.812500 Penalty: 4518.269531
	Iteration 10Q: 3 clusters Score -1024460 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1024730.687500 Penalty: 4518.269531
	Iteration 11Q: 3 clusters Score -1024731 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1024941.750000 Penalty: 4518.269531
	Iteration 12Q: 3 clusters Score -1024942 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1025093.062500 Penalty: 4518.269531
	Iteration 13Q: 3 clusters Score -1025093 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1025269.250000 Penalty: 4518.269531
	Iteration 14Q: 3 clusters Score -1025269 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1025444.562500 Penalty: 4518.269531
	Iteration 15Q: 3 clusters Score -1025445 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1025606.312500 Penalty: 4518.269531
	Iteration 16Q: 3 clusters Score -1025606 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1025747.062500 Penalty: 4518.269531
	Iteration 17Q: 3 clusters Score -1025747 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1025867.375000 Penalty: 4518.269531
	Iteration 18Q: 3 clusters Score -1025867 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1025954.687500 Penalty: 4518.269531
	Iteration 19Q: 3 clusters Score -1025955 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1026041.187500 Penalty: 4518.269531
	Iteration 20F: 3 clusters Score -1026041 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1026103.375000 Penalty: 4518.269531
	Iteration 21Q: 3 clusters Score -1026103 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1026167.187500 Penalty: 4518.269531
	Iteration 22Q: 3 clusters Score -1026167 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1026229.437500 Penalty: 4518.269531
	Iteration 23Q: 3 clusters Score -1026229 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1026284.500000 Penalty: 4518.269531
	Iteration 24Q: 3 clusters Score -1026284 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1026330.000000 Penalty: 4518.269531
	Iteration 25Q: 3 clusters Score -1026330 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1026358.312500 Penalty: 4518.269531
	Iteration 26Q: 3 clusters Score -1026358 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1026385.312500 Penalty: 4518.269531
	Iteration 27Q: 3 clusters Score -1026385 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1026398.437500 Penalty: 4518.269531
	Iteration 28Q: 3 clusters Score -1026398 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1026404.812500 Penalty: 4518.269531
	Iteration 29Q: 3 clusters Score -1026405 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1026408.250000 Penalty: 4518.269531
	Iteration 30Q: 3 clusters Score -1026408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1026411.875000 Penalty: 4518.269531
	Iteration 31Q: 3 clusters Score -1026412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1026413.500000 Penalty: 4518.269531
	Iteration 32Q: 3 clusters Score -1026414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1026414.250000 Penalty: 4518.269531
	Iteration 33Q: 3 clusters Score -1026414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1026415.875000 Penalty: 4518.269531
	Iteration 34Q: 3 clusters Score -1026416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1026417.437500 Penalty: 4518.269531
	Iteration 35Q: 3 clusters Score -1026417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1026417.625000 Penalty: 4518.269531
	Iteration 36Q: 3 clusters Score -1026418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1026418.250000 Penalty: 4518.269531
	Iteration 37Q: 3 clusters Score -1026418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1026419.812500 Penalty: 4518.269531
	Iteration 38Q: 3 clusters Score -1026420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1026422.562500 Penalty: 4518.269531
	Iteration 39Q: 3 clusters Score -1026423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1026424.437500 Penalty: 4518.269531
	Iteration 40F: 3 clusters Score -1026424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1026428.125000 Penalty: 4518.269531
	Iteration 41Q: 3 clusters Score -1026428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1026428.250000 Penalty: 4518.269531
	Iteration 42Q: 3 clusters Score -1026428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1026429.500000 Penalty: 4518.269531
	Iteration 43Q: 3 clusters Score -1026430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1026427.437500 Penalty: 4518.269531
	Iteration 44Q: 3 clusters Score -1026427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1026428.750000 Penalty: 4518.269531
	Iteration 45Q: 3 clusters Score -1026429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1026428.750000 Penalty: 4518.269531
	Iteration 46F: 3 clusters Score -1026429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Entering Unmasked Estep 
Score: -1677818.000000 Penalty: 2381.256836
	Iteration 0F: 2 clusters Score -1677818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1667065.375000 Penalty: 4762.513672
	Iteration 0F: 3 clusters Score -1667065 nChanged 6427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1670599.000000 Penalty: 4762.513672
	Iteration 1F: 3 clusters Score -1670599 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1671192.250000 Penalty: 4762.513672
	Iteration 2F: 3 clusters Score -1671192 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1671799.000000 Penalty: 4762.513672
	Iteration 3F: 3 clusters Score -1671799 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1672454.750000 Penalty: 4762.513672
	Iteration 4F: 3 clusters Score -1672455 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1673219.750000 Penalty: 4762.513672
	Iteration 5F: 3 clusters Score -1673220 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1674102.000000 Penalty: 4762.513672
	Iteration 6F: 3 clusters Score -1674102 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1674918.250000 Penalty: 4762.513672
	Iteration 7F: 3 clusters Score -1674918 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1675622.625000 Penalty: 4762.513672
	Iteration 8F: 3 clusters Score -1675623 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1676246.875000 Penalty: 4762.513672
	Iteration 9F: 3 clusters Score -1676247 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1676694.000000 Penalty: 4762.513672
	Iteration 10Q: 3 clusters Score -1676694 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1676961.875000 Penalty: 4762.513672
	Iteration 11Q: 3 clusters Score -1676962 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1677149.375000 Penalty: 4762.513672
	Iteration 12Q: 3 clusters Score -1677149 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1677245.250000 Penalty: 4762.513672
	Iteration 13Q: 3 clusters Score -1677245 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1677299.125000 Penalty: 4762.513672
	Iteration 14Q: 3 clusters Score -1677299 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1677321.875000 Penalty: 4762.513672
	Iteration 15Q: 3 clusters Score -1677322 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1677334.875000 Penalty: 4762.513672
	Iteration 16Q: 3 clusters Score -1677335 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1677340.375000 Penalty: 4762.513672
	Iteration 17Q: 3 clusters Score -1677340 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1677346.500000 Penalty: 4762.513672
	Iteration 18Q: 3 clusters Score -1677346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1677344.500000 Penalty: 4762.513672
	Iteration 19Q: 3 clusters Score -1677344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1677345.750000 Penalty: 4762.513672
	Iteration 20F: 3 clusters Score -1677346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1677346.875000 Penalty: 4762.513672
	Iteration 21Q: 3 clusters Score -1677347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1677347.750000 Penalty: 4762.513672
	Iteration 22Q: 3 clusters Score -1677348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1677349.375000 Penalty: 4762.513672
	Iteration 23Q: 3 clusters Score -1677349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1677350.250000 Penalty: 4762.513672
	Iteration 24Q: 3 clusters Score -1677350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1677353.375000 Penalty: 4762.513672
	Iteration 25Q: 3 clusters Score -1677353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1677352.750000 Penalty: 4762.513672
	Iteration 26Q: 3 clusters Score -1677353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1677353.875000 Penalty: 4762.513672
	Iteration 27Q: 3 clusters Score -1677354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1677355.125000 Penalty: 4762.513672
	Iteration 28Q: 3 clusters Score -1677355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1677357.125000 Penalty: 4762.513672
	Iteration 29Q: 3 clusters Score -1677357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1677355.250000 Penalty: 4762.513672
	Iteration 30Q: 3 clusters Score -1677355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1677356.000000 Penalty: 4762.513672
	Iteration 31Q: 3 clusters Score -1677356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1677356.250000 Penalty: 4762.513672
	Iteration 32Q: 3 clusters Score -1677356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1677359.625000 Penalty: 4762.513672
	Iteration 33Q: 3 clusters Score -1677360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1677361.000000 Penalty: 4762.513672
	Iteration 34Q: 3 clusters Score -1677361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1677361.000000 Penalty: 4762.513672
	Iteration 35F: 3 clusters Score -1677361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Entering Unmasked Estep 
Score: -1490106.625000 Penalty: 2335.443359
	Iteration 0F: 2 clusters Score -1490107 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 6108 members 
Entering Unmasked Estep 
Score: -1480881.125000 Penalty: 4670.886719
	Iteration 0F: 3 clusters Score -1480881 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1483682.500000 Penalty: 4670.886719
	Iteration 1F: 3 clusters Score -1483682 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1483997.750000 Penalty: 4670.886719
	Iteration 2F: 3 clusters Score -1483998 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1484248.750000 Penalty: 4670.886719
	Iteration 3Q: 3 clusters Score -1484249 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1484433.875000 Penalty: 4670.886719
	Iteration 4Q: 3 clusters Score -1484434 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1484611.125000 Penalty: 4670.886719
	Iteration 5Q: 3 clusters Score -1484611 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1484804.875000 Penalty: 4670.886719
	Iteration 6Q: 3 clusters Score -1484805 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1484985.125000 Penalty: 4670.886719
	Iteration 7Q: 3 clusters Score -1484985 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1485175.875000 Penalty: 4670.886719
	Iteration 8Q: 3 clusters Score -1485176 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1485353.625000 Penalty: 4670.886719
	Iteration 9Q: 3 clusters Score -1485354 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1485545.250000 Penalty: 4670.886719
	Iteration 10Q: 3 clusters Score -1485545 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1485759.500000 Penalty: 4670.886719
	Iteration 11Q: 3 clusters Score -1485760 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1485995.125000 Penalty: 4670.886719
	Iteration 12Q: 3 clusters Score -1485995 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1486275.500000 Penalty: 4670.886719
	Iteration 13Q: 3 clusters Score -1486276 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1486534.500000 Penalty: 4670.886719
	Iteration 14Q: 3 clusters Score -1486534 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1486792.125000 Penalty: 4670.886719
	Iteration 15Q: 3 clusters Score -1486792 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1487013.250000 Penalty: 4670.886719
	Iteration 16Q: 3 clusters Score -1487013 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1487195.250000 Penalty: 4670.886719
	Iteration 17Q: 3 clusters Score -1487195 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1487375.250000 Penalty: 4670.886719
	Iteration 18Q: 3 clusters Score -1487375 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1487532.500000 Penalty: 4670.886719
	Iteration 19Q: 3 clusters Score -1487532 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1487629.000000 Penalty: 4670.886719
	Iteration 20F: 3 clusters Score -1487629 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1487712.625000 Penalty: 4670.886719
	Iteration 21Q: 3 clusters Score -1487713 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1487793.625000 Penalty: 4670.886719
	Iteration 22Q: 3 clusters Score -1487794 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1487863.375000 Penalty: 4670.886719
	Iteration 23Q: 3 clusters Score -1487863 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1487902.125000 Penalty: 4670.886719
	Iteration 24Q: 3 clusters Score -1487902 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1487936.500000 Penalty: 4670.886719
	Iteration 25Q: 3 clusters Score -1487936 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1487974.500000 Penalty: 4670.886719
	Iteration 26Q: 3 clusters Score -1487974 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1488001.000000 Penalty: 4670.886719
	Iteration 27Q: 3 clusters Score -1488001 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1488036.625000 Penalty: 4670.886719
	Iteration 28Q: 3 clusters Score -1488037 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1488059.750000 Penalty: 4670.886719
	Iteration 29Q: 3 clusters Score -1488060 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1488077.500000 Penalty: 4670.886719
	Iteration 30Q: 3 clusters Score -1488078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1488081.500000 Penalty: 4670.886719
	Iteration 31Q: 3 clusters Score -1488082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1488088.625000 Penalty: 4670.886719
	Iteration 32Q: 3 clusters Score -1488089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1488092.625000 Penalty: 4670.886719
	Iteration 33Q: 3 clusters Score -1488093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1488095.000000 Penalty: 4670.886719
	Iteration 34Q: 3 clusters Score -1488095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1488099.000000 Penalty: 4670.886719
	Iteration 35Q: 3 clusters Score -1488099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1488100.375000 Penalty: 4670.886719
	Iteration 36Q: 3 clusters Score -1488100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1488103.500000 Penalty: 4670.886719
	Iteration 37Q: 3 clusters Score -1488104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1488104.625000 Penalty: 4670.886719
	Iteration 38Q: 3 clusters Score -1488105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1488106.125000 Penalty: 4670.886719
	Iteration 39Q: 3 clusters Score -1488106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1488106.625000 Penalty: 4670.886719
	Iteration 40F: 3 clusters Score -1488107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1488107.125000 Penalty: 4670.886719
	Iteration 41Q: 3 clusters Score -1488107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1488108.375000 Penalty: 4670.886719
	Iteration 42Q: 3 clusters Score -1488108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1488110.625000 Penalty: 4670.886719
	Iteration 43Q: 3 clusters Score -1488111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1488109.625000 Penalty: 4670.886719
	Iteration 44Q: 3 clusters Score -1488110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1488110.250000 Penalty: 4670.886719
	Iteration 45Q: 3 clusters Score -1488110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1488110.250000 Penalty: 4670.886719
	Iteration 46F: 3 clusters Score -1488110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (171327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171327 members 
Entering Unmasked Estep 
Score: -20929942.000000 Penalty: 2988.729736
	Iteration 0F: 2 clusters Score -2.092994e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85481 members 
Mstep: Class 2 contains 85846 members 
Entering Unmasked Estep 
Score: -20815004.000000 Penalty: 5977.459473
	Iteration 0F: 3 clusters Score -2.0815e+07 nChanged 82235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80240 members 
Mstep: Class 2 contains 91087 members 
Entering Unmasked Estep 
Score: -20863366.000000 Penalty: 5977.459473
	Iteration 1F: 3 clusters Score -2.086337e+07 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76310 members 
Mstep: Class 2 contains 95017 members 
Entering Unmasked Estep 
Score: -20865592.000000 Penalty: 5977.459473
	Iteration 2Q: 3 clusters Score -2.086559e+07 nChanged 8324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70258 members 
Mstep: Class 2 contains 101069 members 
Entering Unmasked Estep 
Score: -20868860.000000 Penalty: 5977.459473
	Iteration 3Q: 3 clusters Score -2.086886e+07 nChanged 10501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61479 members 
Mstep: Class 2 contains 109848 members 
Entering Unmasked Estep 
Score: -20874336.000000 Penalty: 5977.459473
	Iteration 4F: 3 clusters Score -2.087434e+07 nChanged 12460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50211 members 
Mstep: Class 2 contains 121116 members 
Entering Unmasked Estep 
Score: -20882698.000000 Penalty: 5977.459473
	Iteration 5F: 3 clusters Score -2.08827e+07 nChanged 13917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36984 members 
Mstep: Class 2 contains 134343 members 
Entering Unmasked Estep 
Score: -20893926.000000 Penalty: 5977.459473
	Iteration 6F: 3 clusters Score -2.089393e+07 nChanged 13182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 147287 members 
Entering Unmasked Estep 
Score: -20905376.000000 Penalty: 5977.459473
	Iteration 7F: 3 clusters Score -2.090538e+07 nChanged 10593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 157848 members 
Entering Unmasked Estep 
Score: -20915166.000000 Penalty: 5977.459473
	Iteration 8F: 3 clusters Score -2.091517e+07 nChanged 7117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 164961 members 
Entering Unmasked Estep 
Score: -20921720.000000 Penalty: 5977.459473
	Iteration 9Q: 3 clusters Score -2.092172e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 168661 members 
Entering Unmasked Estep 
Score: -20924986.000000 Penalty: 5977.459473
	Iteration 10Q: 3 clusters Score -2.092499e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 170233 members 
Entering Unmasked Estep 
Score: -20926394.000000 Penalty: 5977.459473
	Iteration 11Q: 3 clusters Score -2.092639e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 170762 members 
Entering Unmasked Estep 
Score: -20926966.000000 Penalty: 5977.459473
	Iteration 12Q: 3 clusters Score -2.092697e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 170913 members 
Entering Unmasked Estep 
Score: -20927122.000000 Penalty: 5977.459473
	Iteration 13Q: 3 clusters Score -2.092712e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 170959 members 
Entering Unmasked Estep 
Score: -20927214.000000 Penalty: 5977.459473
	Iteration 14Q: 3 clusters Score -2.092721e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 170983 members 
Entering Unmasked Estep 
Score: -20927286.000000 Penalty: 5977.459473
	Iteration 15Q: 3 clusters Score -2.092729e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 170996 members 
Entering Unmasked Estep 
Score: -20927332.000000 Penalty: 5977.459473
	Iteration 16Q: 3 clusters Score -2.092733e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 171002 members 
Entering Unmasked Estep 
Score: -20927344.000000 Penalty: 5977.459473
	Iteration 17Q: 3 clusters Score -2.092734e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 171009 members 
Entering Unmasked Estep 
Score: -20927372.000000 Penalty: 5977.459473
	Iteration 18Q: 3 clusters Score -2.092737e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 171012 members 
Entering Unmasked Estep 
Score: -20927366.000000 Penalty: 5977.459473
	Iteration 19Q: 3 clusters Score -2.092737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 171016 members 
Entering Unmasked Estep 
Score: -20927378.000000 Penalty: 5977.459473
	Iteration 20F: 3 clusters Score -2.092738e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 171016 members 
Entering Unmasked Estep 
Score: -20927392.000000 Penalty: 5977.459473
	Iteration 21Q: 3 clusters Score -2.092739e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 171014 members 
Entering Unmasked Estep 
Score: -20927374.000000 Penalty: 5977.459473
	Iteration 22Q: 3 clusters Score -2.092737e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 171017 members 
Entering Unmasked Estep 
Score: -20927404.000000 Penalty: 5977.459473
	Iteration 23Q: 3 clusters Score -2.09274e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 171018 members 
Entering Unmasked Estep 
Score: -20927400.000000 Penalty: 5977.459473
	Iteration 24Q: 3 clusters Score -2.09274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 171020 members 
Entering Unmasked Estep 
Score: -20927400.000000 Penalty: 5977.459473
	Iteration 25Q: 3 clusters Score -2.09274e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 171020 members 
Entering Unmasked Estep 
Score: -20927400.000000 Penalty: 5977.459473
	Iteration 26F: 3 clusters Score -2.09274e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (30079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30079 members 
Entering Unmasked Estep 
Score: -3404009.500000 Penalty: 2557.272461
	Iteration 0F: 2 clusters Score -3404010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -3383411.000000 Penalty: 5114.544922
	Iteration 0F: 3 clusters Score -3383411 nChanged 13517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -3391148.000000 Penalty: 5114.544922
	Iteration 1F: 3 clusters Score -3391148 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -3391757.750000 Penalty: 5114.544922
	Iteration 2F: 3 clusters Score -3391758 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -3392431.750000 Penalty: 5114.544922
	Iteration 3Q: 3 clusters Score -3392432 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -3393103.500000 Penalty: 5114.544922
	Iteration 4Q: 3 clusters Score -3393104 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -3393755.250000 Penalty: 5114.544922
	Iteration 5Q: 3 clusters Score -3393755 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -3394385.750000 Penalty: 5114.544922
	Iteration 6Q: 3 clusters Score -3394386 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -3395023.750000 Penalty: 5114.544922
	Iteration 7Q: 3 clusters Score -3395024 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -3395802.000000 Penalty: 5114.544922
	Iteration 8Q: 3 clusters Score -3395802 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -3396834.500000 Penalty: 5114.544922
	Iteration 9Q: 3 clusters Score -3396834 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -3398089.500000 Penalty: 5114.544922
	Iteration 10F: 3 clusters Score -3398090 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -3399343.500000 Penalty: 5114.544922
	Iteration 11F: 3 clusters Score -3399344 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -3400227.500000 Penalty: 5114.544922
	Iteration 12Q: 3 clusters Score -3400228 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -3400769.250000 Penalty: 5114.544922
	Iteration 13Q: 3 clusters Score -3400769 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -3401095.000000 Penalty: 5114.544922
	Iteration 14Q: 3 clusters Score -3401095 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -3401286.250000 Penalty: 5114.544922
	Iteration 15Q: 3 clusters Score -3401286 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -3401428.000000 Penalty: 5114.544922
	Iteration 16Q: 3 clusters Score -3401428 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -3401509.000000 Penalty: 5114.544922
	Iteration 17Q: 3 clusters Score -3401509 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -3401598.000000 Penalty: 5114.544922
	Iteration 18Q: 3 clusters Score -3401598 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -3401648.750000 Penalty: 5114.544922
	Iteration 19Q: 3 clusters Score -3401649 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -3401681.750000 Penalty: 5114.544922
	Iteration 20F: 3 clusters Score -3401682 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -3401704.750000 Penalty: 5114.544922
	Iteration 21Q: 3 clusters Score -3401705 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -3401730.000000 Penalty: 5114.544922
	Iteration 22Q: 3 clusters Score -3401730 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -3401771.250000 Penalty: 5114.544922
	Iteration 23Q: 3 clusters Score -3401771 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -3401786.750000 Penalty: 5114.544922
	Iteration 24Q: 3 clusters Score -3401787 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -3401806.500000 Penalty: 5114.544922
	Iteration 25Q: 3 clusters Score -3401806 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -3401822.250000 Penalty: 5114.544922
	Iteration 26Q: 3 clusters Score -3401822 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -3401824.750000 Penalty: 5114.544922
	Iteration 27Q: 3 clusters Score -3401825 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -3401837.000000 Penalty: 5114.544922
	Iteration 28Q: 3 clusters Score -3401837 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -3401848.750000 Penalty: 5114.544922
	Iteration 29Q: 3 clusters Score -3401849 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -3401859.750000 Penalty: 5114.544922
	Iteration 30Q: 3 clusters Score -3401860 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -3401863.000000 Penalty: 5114.544922
	Iteration 31Q: 3 clusters Score -3401863 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -3401874.000000 Penalty: 5114.544922
	Iteration 32Q: 3 clusters Score -3401874 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -3401878.000000 Penalty: 5114.544922
	Iteration 33Q: 3 clusters Score -3401878 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -3401891.000000 Penalty: 5114.544922
	Iteration 34Q: 3 clusters Score -3401891 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -3401892.250000 Penalty: 5114.544922
	Iteration 35Q: 3 clusters Score -3401892 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -3401896.750000 Penalty: 5114.544922
	Iteration 36Q: 3 clusters Score -3401897 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -3401905.750000 Penalty: 5114.544922
	Iteration 37Q: 3 clusters Score -3401906 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -3401915.500000 Penalty: 5114.544922
	Iteration 38Q: 3 clusters Score -3401916 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -3401916.250000 Penalty: 5114.544922
	Iteration 39Q: 3 clusters Score -3401916 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -3401917.750000 Penalty: 5114.544922
	Iteration 40F: 3 clusters Score -3401918 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -3401924.250000 Penalty: 5114.544922
	Iteration 41Q: 3 clusters Score -3401924 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -3401924.750000 Penalty: 5114.544922
	Iteration 42Q: 3 clusters Score -3401925 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -3401925.750000 Penalty: 5114.544922
	Iteration 43Q: 3 clusters Score -3401926 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -3401940.750000 Penalty: 5114.544922
	Iteration 44Q: 3 clusters Score -3401941 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -3401940.250000 Penalty: 5114.544922
	Iteration 45Q: 3 clusters Score -3401940 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -3401936.250000 Penalty: 5114.544922
	Iteration 46Q: 3 clusters Score -3401936 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -3401945.250000 Penalty: 5114.544922
	Iteration 47Q: 3 clusters Score -3401945 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -3401939.750000 Penalty: 5114.544922
	Iteration 48Q: 3 clusters Score -3401940 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -3401955.000000 Penalty: 5114.544922
	Iteration 49Q: 3 clusters Score -3401955 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -3401957.250000 Penalty: 5114.544922
	Iteration 50Q: 3 clusters Score -3401957 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -3401974.750000 Penalty: 5114.544922
	Iteration 51Q: 3 clusters Score -3401975 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -3401980.500000 Penalty: 5114.544922
	Iteration 52Q: 3 clusters Score -3401980 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -3401985.500000 Penalty: 5114.544922
	Iteration 53Q: 3 clusters Score -3401986 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -3402000.000000 Penalty: 5114.544922
	Iteration 54Q: 3 clusters Score -3402000 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -3402011.750000 Penalty: 5114.544922
	Iteration 55Q: 3 clusters Score -3402012 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -3402028.750000 Penalty: 5114.544922
	Iteration 56Q: 3 clusters Score -3402029 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -3402041.500000 Penalty: 5114.544922
	Iteration 57Q: 3 clusters Score -3402042 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -3402052.000000 Penalty: 5114.544922
	Iteration 58Q: 3 clusters Score -3402052 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -3402077.000000 Penalty: 5114.544922
	Iteration 59Q: 3 clusters Score -3402077 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -3402092.000000 Penalty: 5114.544922
	Iteration 60F: 3 clusters Score -3402092 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -3402104.250000 Penalty: 5114.544922
	Iteration 61Q: 3 clusters Score -3402104 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -3402104.000000 Penalty: 5114.544922
	Iteration 62Q: 3 clusters Score -3402104 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -3402128.250000 Penalty: 5114.544922
	Iteration 63Q: 3 clusters Score -3402128 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -3402147.000000 Penalty: 5114.544922
	Iteration 64Q: 3 clusters Score -3402147 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -3402150.750000 Penalty: 5114.544922
	Iteration 65Q: 3 clusters Score -3402151 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -3402173.250000 Penalty: 5114.544922
	Iteration 66Q: 3 clusters Score -3402173 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -3402196.750000 Penalty: 5114.544922
	Iteration 67Q: 3 clusters Score -3402197 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -3402217.250000 Penalty: 5114.544922
	Iteration 68Q: 3 clusters Score -3402217 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -3402245.500000 Penalty: 5114.544922
	Iteration 69Q: 3 clusters Score -3402246 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -3402295.250000 Penalty: 5114.544922
	Iteration 70Q: 3 clusters Score -3402295 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -3402351.500000 Penalty: 5114.544922
	Iteration 71Q: 3 clusters Score -3402352 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -3402416.000000 Penalty: 5114.544922
	Iteration 72Q: 3 clusters Score -3402416 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -3402449.750000 Penalty: 5114.544922
	Iteration 73Q: 3 clusters Score -3402450 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -3402495.500000 Penalty: 5114.544922
	Iteration 74Q: 3 clusters Score -3402496 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -3402543.250000 Penalty: 5114.544922
	Iteration 75Q: 3 clusters Score -3402543 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -3402569.000000 Penalty: 5114.544922
	Iteration 76Q: 3 clusters Score -3402569 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -3402587.000000 Penalty: 5114.544922
	Iteration 77Q: 3 clusters Score -3402587 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -3402612.500000 Penalty: 5114.544922
	Iteration 78Q: 3 clusters Score -3402612 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -3402650.250000 Penalty: 5114.544922
	Iteration 79Q: 3 clusters Score -3402650 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -3402673.250000 Penalty: 5114.544922
	Iteration 80F: 3 clusters Score -3402673 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -3402670.250000 Penalty: 5114.544922
	Iteration 81Q: 3 clusters Score -3402670 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -3402684.000000 Penalty: 5114.544922
	Iteration 82Q: 3 clusters Score -3402684 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24724 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -3402693.250000 Penalty: 5114.544922
	Iteration 83Q: 3 clusters Score -3402693 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -3402719.500000 Penalty: 5114.544922
	Iteration 84Q: 3 clusters Score -3402720 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -3402726.250000 Penalty: 5114.544922
	Iteration 85Q: 3 clusters Score -3402726 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -3402728.250000 Penalty: 5114.544922
	Iteration 86Q: 3 clusters Score -3402728 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -3402731.000000 Penalty: 5114.544922
	Iteration 87Q: 3 clusters Score -3402731 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -3402736.750000 Penalty: 5114.544922
	Iteration 88Q: 3 clusters Score -3402737 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -3402737.750000 Penalty: 5114.544922
	Iteration 89Q: 3 clusters Score -3402738 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -3402750.000000 Penalty: 5114.544922
	Iteration 90Q: 3 clusters Score -3402750 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -3402753.250000 Penalty: 5114.544922
	Iteration 91Q: 3 clusters Score -3402753 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -3402759.000000 Penalty: 5114.544922
	Iteration 92Q: 3 clusters Score -3402759 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -3402766.750000 Penalty: 5114.544922
	Iteration 93Q: 3 clusters Score -3402767 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -3402774.250000 Penalty: 5114.544922
	Iteration 94Q: 3 clusters Score -3402774 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -3402781.750000 Penalty: 5114.544922
	Iteration 95Q: 3 clusters Score -3402782 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -3402792.750000 Penalty: 5114.544922
	Iteration 96Q: 3 clusters Score -3402793 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -3402795.250000 Penalty: 5114.544922
	Iteration 97Q: 3 clusters Score -3402795 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -3402807.500000 Penalty: 5114.544922
	Iteration 98Q: 3 clusters Score -3402808 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -3402807.500000 Penalty: 5114.544922
	Iteration 99Q: 3 clusters Score -3402808 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -3402809.250000 Penalty: 5114.544922
	Iteration 100F: 3 clusters Score -3402809 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -3402807.250000 Penalty: 5114.544922
	Iteration 101Q: 3 clusters Score -3402807 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -3402816.750000 Penalty: 5114.544922
	Iteration 102Q: 3 clusters Score -3402817 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -3402814.250000 Penalty: 5114.544922
	Iteration 103Q: 3 clusters Score -3402814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -3402818.750000 Penalty: 5114.544922
	Iteration 104Q: 3 clusters Score -3402819 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -3402823.750000 Penalty: 5114.544922
	Iteration 105Q: 3 clusters Score -3402824 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -3402831.000000 Penalty: 5114.544922
	Iteration 106Q: 3 clusters Score -3402831 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -3402834.000000 Penalty: 5114.544922
	Iteration 107Q: 3 clusters Score -3402834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -3402834.250000 Penalty: 5114.544922
	Iteration 108Q: 3 clusters Score -3402834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -3402835.000000 Penalty: 5114.544922
	Iteration 109Q: 3 clusters Score -3402835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -3402845.750000 Penalty: 5114.544922
	Iteration 110Q: 3 clusters Score -3402846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -3402839.750000 Penalty: 5114.544922
	Iteration 111Q: 3 clusters Score -3402840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -3402843.750000 Penalty: 5114.544922
	Iteration 112Q: 3 clusters Score -3402844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -3402846.000000 Penalty: 5114.544922
	Iteration 113Q: 3 clusters Score -3402846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25609 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -3402847.500000 Penalty: 5114.544922
	Iteration 114Q: 3 clusters Score -3402848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -3402842.750000 Penalty: 5114.544922
	Iteration 115Q: 3 clusters Score -3402843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -3402842.750000 Penalty: 5114.544922
	Iteration 116Q: 3 clusters Score -3402843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -3402842.500000 Penalty: 5114.544922
	Iteration 117Q: 3 clusters Score -3402842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -3402842.500000 Penalty: 5114.544922
	Iteration 118F: 3 clusters Score -3402842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (24969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Entering Unmasked Estep 
Score: -2969130.750000 Penalty: 2511.096680
	Iteration 0F: 2 clusters Score -2969131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -2951768.000000 Penalty: 5022.193359
	Iteration 0F: 3 clusters Score -2951768 nChanged 11211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -2958087.000000 Penalty: 5022.193359
	Iteration 1F: 3 clusters Score -2958087 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -2958728.750000 Penalty: 5022.193359
	Iteration 2F: 3 clusters Score -2958729 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2959478.500000 Penalty: 5022.193359
	Iteration 3F: 3 clusters Score -2959478 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -2960388.750000 Penalty: 5022.193359
	Iteration 4F: 3 clusters Score -2960389 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -2961419.000000 Penalty: 5022.193359
	Iteration 5F: 3 clusters Score -2961419 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -2962554.750000 Penalty: 5022.193359
	Iteration 6F: 3 clusters Score -2962555 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -2963612.750000 Penalty: 5022.193359
	Iteration 7F: 3 clusters Score -2963613 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -2964525.250000 Penalty: 5022.193359
	Iteration 8F: 3 clusters Score -2964525 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -2965347.000000 Penalty: 5022.193359
	Iteration 9Q: 3 clusters Score -2965347 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -2966002.000000 Penalty: 5022.193359
	Iteration 10Q: 3 clusters Score -2966002 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2966513.000000 Penalty: 5022.193359
	Iteration 11Q: 3 clusters Score -2966513 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -2966892.500000 Penalty: 5022.193359
	Iteration 12Q: 3 clusters Score -2966892 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2967202.000000 Penalty: 5022.193359
	Iteration 13Q: 3 clusters Score -2967202 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2967425.250000 Penalty: 5022.193359
	Iteration 14Q: 3 clusters Score -2967425 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2967588.000000 Penalty: 5022.193359
	Iteration 15Q: 3 clusters Score -2967588 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2967681.000000 Penalty: 5022.193359
	Iteration 16Q: 3 clusters Score -2967681 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2967739.000000 Penalty: 5022.193359
	Iteration 17Q: 3 clusters Score -2967739 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2967779.750000 Penalty: 5022.193359
	Iteration 18Q: 3 clusters Score -2967780 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2967809.500000 Penalty: 5022.193359
	Iteration 19Q: 3 clusters Score -2967810 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2967816.750000 Penalty: 5022.193359
	Iteration 20F: 3 clusters Score -2967817 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2967825.500000 Penalty: 5022.193359
	Iteration 21Q: 3 clusters Score -2967826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2967835.250000 Penalty: 5022.193359
	Iteration 22Q: 3 clusters Score -2967835 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2967841.750000 Penalty: 5022.193359
	Iteration 23Q: 3 clusters Score -2967842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2967842.750000 Penalty: 5022.193359
	Iteration 24Q: 3 clusters Score -2967843 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2967851.750000 Penalty: 5022.193359
	Iteration 25Q: 3 clusters Score -2967852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2967853.000000 Penalty: 5022.193359
	Iteration 26Q: 3 clusters Score -2967853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2967854.250000 Penalty: 5022.193359
	Iteration 27Q: 3 clusters Score -2967854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2967857.750000 Penalty: 5022.193359
	Iteration 28Q: 3 clusters Score -2967858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2967862.750000 Penalty: 5022.193359
	Iteration 29Q: 3 clusters Score -2967863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2967860.750000 Penalty: 5022.193359
	Iteration 30Q: 3 clusters Score -2967861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2967862.500000 Penalty: 5022.193359
	Iteration 31Q: 3 clusters Score -2967862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2967857.250000 Penalty: 5022.193359
	Iteration 32Q: 3 clusters Score -2967857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2967855.750000 Penalty: 5022.193359
	Iteration 33Q: 3 clusters Score -2967856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2967855.750000 Penalty: 5022.193359
	Iteration 34F: 3 clusters Score -2967856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (82282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82282 members 
Entering Unmasked Estep 
Score: -10047392.000000 Penalty: 2806.841064
	Iteration 0F: 2 clusters Score -1.004739e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41425 members 
Mstep: Class 2 contains 40857 members 
Entering Unmasked Estep 
Score: -9992198.000000 Penalty: 5613.682129
	Iteration 0F: 3 clusters Score -9992198 nChanged 38806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44643 members 
Mstep: Class 2 contains 37639 members 
Entering Unmasked Estep 
Score: -10014831.000000 Penalty: 5613.682129
	Iteration 1F: 3 clusters Score -1.001483e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46848 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -10015844.000000 Penalty: 5613.682129
	Iteration 2Q: 3 clusters Score -1.001584e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50184 members 
Mstep: Class 2 contains 32098 members 
Entering Unmasked Estep 
Score: -10017621.000000 Penalty: 5613.682129
	Iteration 3Q: 3 clusters Score -1.001762e+07 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55004 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -10020616.000000 Penalty: 5613.682129
	Iteration 4F: 3 clusters Score -1.002062e+07 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61225 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -10025440.000000 Penalty: 5613.682129
	Iteration 5F: 3 clusters Score -1.002544e+07 nChanged 7109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68228 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -10031920.000000 Penalty: 5613.682129
	Iteration 6F: 3 clusters Score -1.003192e+07 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74504 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -10038102.000000 Penalty: 5613.682129
	Iteration 7F: 3 clusters Score -1.00381e+07 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78535 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -10041997.000000 Penalty: 5613.682129
	Iteration 8Q: 3 clusters Score -1.0042e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80509 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -10043634.000000 Penalty: 5613.682129
	Iteration 9Q: 3 clusters Score -1.004363e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81359 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -10044307.000000 Penalty: 5613.682129
	Iteration 10Q: 3 clusters Score -1.004431e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81681 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -10044568.000000 Penalty: 5613.682129
	Iteration 11Q: 3 clusters Score -1.004457e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81813 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -10044726.000000 Penalty: 5613.682129
	Iteration 12Q: 3 clusters Score -1.004473e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81873 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -10044810.000000 Penalty: 5613.682129
	Iteration 13Q: 3 clusters Score -1.004481e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81904 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -10044858.000000 Penalty: 5613.682129
	Iteration 14Q: 3 clusters Score -1.004486e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81925 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -10044881.000000 Penalty: 5613.682129
	Iteration 15Q: 3 clusters Score -1.004488e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81943 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -10044908.000000 Penalty: 5613.682129
	Iteration 16Q: 3 clusters Score -1.004491e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81953 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -10044927.000000 Penalty: 5613.682129
	Iteration 17Q: 3 clusters Score -1.004493e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81960 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -10044938.000000 Penalty: 5613.682129
	Iteration 18Q: 3 clusters Score -1.004494e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81963 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -10044938.000000 Penalty: 5613.682129
	Iteration 19Q: 3 clusters Score -1.004494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81965 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -10044947.000000 Penalty: 5613.682129
	Iteration 20F: 3 clusters Score -1.004495e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81968 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -10044949.000000 Penalty: 5613.682129
	Iteration 21Q: 3 clusters Score -1.004495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81969 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -10044946.000000 Penalty: 5613.682129
	Iteration 22Q: 3 clusters Score -1.004495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81971 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -10044945.000000 Penalty: 5613.682129
	Iteration 23Q: 3 clusters Score -1.004494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81972 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -10044946.000000 Penalty: 5613.682129
	Iteration 24Q: 3 clusters Score -1.004495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81973 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -10044947.000000 Penalty: 5613.682129
	Iteration 25Q: 3 clusters Score -1.004495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81974 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -10044952.000000 Penalty: 5613.682129
	Iteration 26Q: 3 clusters Score -1.004495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81973 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -10044954.000000 Penalty: 5613.682129
	Iteration 27Q: 3 clusters Score -1.004495e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81973 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -10044954.000000 Penalty: 5613.682129
	Iteration 28F: 3 clusters Score -1.004495e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -2895610.250000 Penalty: 2508.852051
	Iteration 0F: 2 clusters Score -2895610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -2878541.750000 Penalty: 5017.704102
	Iteration 0F: 3 clusters Score -2878542 nChanged 10946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -2884666.500000 Penalty: 5017.704102
	Iteration 1F: 3 clusters Score -2884666 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -2885269.250000 Penalty: 5017.704102
	Iteration 2F: 3 clusters Score -2885269 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -2885879.500000 Penalty: 5017.704102
	Iteration 3F: 3 clusters Score -2885880 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -2886646.750000 Penalty: 5017.704102
	Iteration 4F: 3 clusters Score -2886647 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -2887714.000000 Penalty: 5017.704102
	Iteration 5F: 3 clusters Score -2887714 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -2889011.250000 Penalty: 5017.704102
	Iteration 6F: 3 clusters Score -2889011 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -2890355.250000 Penalty: 5017.704102
	Iteration 7F: 3 clusters Score -2890355 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -2891434.250000 Penalty: 5017.704102
	Iteration 8F: 3 clusters Score -2891434 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -2892206.500000 Penalty: 5017.704102
	Iteration 9Q: 3 clusters Score -2892206 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -2892733.250000 Penalty: 5017.704102
	Iteration 10Q: 3 clusters Score -2892733 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -2893107.500000 Penalty: 5017.704102
	Iteration 11Q: 3 clusters Score -2893108 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -2893434.750000 Penalty: 5017.704102
	Iteration 12Q: 3 clusters Score -2893435 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -2893657.500000 Penalty: 5017.704102
	Iteration 13Q: 3 clusters Score -2893658 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -2893798.750000 Penalty: 5017.704102
	Iteration 14Q: 3 clusters Score -2893799 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -2893882.500000 Penalty: 5017.704102
	Iteration 15Q: 3 clusters Score -2893882 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -2893970.000000 Penalty: 5017.704102
	Iteration 16Q: 3 clusters Score -2893970 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -2894020.000000 Penalty: 5017.704102
	Iteration 17Q: 3 clusters Score -2894020 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -2894059.250000 Penalty: 5017.704102
	Iteration 18Q: 3 clusters Score -2894059 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -2894085.250000 Penalty: 5017.704102
	Iteration 19Q: 3 clusters Score -2894085 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -2894094.750000 Penalty: 5017.704102
	Iteration 20F: 3 clusters Score -2894095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -2894095.750000 Penalty: 5017.704102
	Iteration 21Q: 3 clusters Score -2894096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -2894107.250000 Penalty: 5017.704102
	Iteration 22Q: 3 clusters Score -2894107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -2894105.750000 Penalty: 5017.704102
	Iteration 23Q: 3 clusters Score -2894106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -2894107.250000 Penalty: 5017.704102
	Iteration 24Q: 3 clusters Score -2894107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -2894117.000000 Penalty: 5017.704102
	Iteration 25Q: 3 clusters Score -2894117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -2894118.750000 Penalty: 5017.704102
	Iteration 26Q: 3 clusters Score -2894119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -2894124.000000 Penalty: 5017.704102
	Iteration 27Q: 3 clusters Score -2894124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -2894126.750000 Penalty: 5017.704102
	Iteration 28Q: 3 clusters Score -2894127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -2894132.750000 Penalty: 5017.704102
	Iteration 29Q: 3 clusters Score -2894133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -2894132.500000 Penalty: 5017.704102
	Iteration 30Q: 3 clusters Score -2894132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -2894132.500000 Penalty: 5017.704102
	Iteration 31F: 3 clusters Score -2894132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Entering Unmasked Estep 
Score: -1517091.125000 Penalty: 2359.031006
	Iteration 0F: 2 clusters Score -1517091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1507260.250000 Penalty: 4718.062012
	Iteration 0F: 3 clusters Score -1507260 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1510445.500000 Penalty: 4718.062012
	Iteration 1F: 3 clusters Score -1510446 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1510991.125000 Penalty: 4718.062012
	Iteration 2F: 3 clusters Score -1510991 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1511502.500000 Penalty: 4718.062012
	Iteration 3F: 3 clusters Score -1511502 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1511984.375000 Penalty: 4718.062012
	Iteration 4F: 3 clusters Score -1511984 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1512414.375000 Penalty: 4718.062012
	Iteration 5F: 3 clusters Score -1512414 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1512913.875000 Penalty: 4718.062012
	Iteration 6F: 3 clusters Score -1512914 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1513445.250000 Penalty: 4718.062012
	Iteration 7F: 3 clusters Score -1513445 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1513904.125000 Penalty: 4718.062012
	Iteration 8F: 3 clusters Score -1513904 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1514255.625000 Penalty: 4718.062012
	Iteration 9Q: 3 clusters Score -1514256 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1514526.875000 Penalty: 4718.062012
	Iteration 10Q: 3 clusters Score -1514527 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1514759.375000 Penalty: 4718.062012
	Iteration 11Q: 3 clusters Score -1514759 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1514963.500000 Penalty: 4718.062012
	Iteration 12Q: 3 clusters Score -1514964 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1515131.250000 Penalty: 4718.062012
	Iteration 13Q: 3 clusters Score -1515131 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1515278.375000 Penalty: 4718.062012
	Iteration 14Q: 3 clusters Score -1515278 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1515375.750000 Penalty: 4718.062012
	Iteration 15Q: 3 clusters Score -1515376 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1515469.750000 Penalty: 4718.062012
	Iteration 16Q: 3 clusters Score -1515470 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1515568.250000 Penalty: 4718.062012
	Iteration 17Q: 3 clusters Score -1515568 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1515659.375000 Penalty: 4718.062012
	Iteration 18Q: 3 clusters Score -1515659 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1515744.750000 Penalty: 4718.062012
	Iteration 19Q: 3 clusters Score -1515745 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1515851.625000 Penalty: 4718.062012
	Iteration 20F: 3 clusters Score -1515852 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1515992.250000 Penalty: 4718.062012
	Iteration 21Q: 3 clusters Score -1515992 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1516127.500000 Penalty: 4718.062012
	Iteration 22Q: 3 clusters Score -1516128 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1516193.000000 Penalty: 4718.062012
	Iteration 23Q: 3 clusters Score -1516193 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1516249.750000 Penalty: 4718.062012
	Iteration 24Q: 3 clusters Score -1516250 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1516277.375000 Penalty: 4718.062012
	Iteration 25Q: 3 clusters Score -1516277 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1516303.750000 Penalty: 4718.062012
	Iteration 26Q: 3 clusters Score -1516304 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1516324.125000 Penalty: 4718.062012
	Iteration 27Q: 3 clusters Score -1516324 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1516339.750000 Penalty: 4718.062012
	Iteration 28Q: 3 clusters Score -1516340 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1516352.625000 Penalty: 4718.062012
	Iteration 29Q: 3 clusters Score -1516353 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1516361.625000 Penalty: 4718.062012
	Iteration 30Q: 3 clusters Score -1516362 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1516368.875000 Penalty: 4718.062012
	Iteration 31Q: 3 clusters Score -1516369 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1516375.750000 Penalty: 4718.062012
	Iteration 32Q: 3 clusters Score -1516376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1516379.375000 Penalty: 4718.062012
	Iteration 33Q: 3 clusters Score -1516379 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1516383.125000 Penalty: 4718.062012
	Iteration 34Q: 3 clusters Score -1516383 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1516387.875000 Penalty: 4718.062012
	Iteration 35Q: 3 clusters Score -1516388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1516386.625000 Penalty: 4718.062012
	Iteration 36Q: 3 clusters Score -1516387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1516387.000000 Penalty: 4718.062012
	Iteration 37Q: 3 clusters Score -1516387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1516388.000000 Penalty: 4718.062012
	Iteration 38Q: 3 clusters Score -1516388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1516386.250000 Penalty: 4718.062012
	Iteration 39Q: 3 clusters Score -1516386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1516386.250000 Penalty: 4718.062012
	Iteration 40F: 3 clusters Score -1516386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (332678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332678 members 
Entering Unmasked Estep 
Score: -40442732.000000 Penalty: 3153.302734
	Iteration 0F: 2 clusters Score -4.044273e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166109 members 
Mstep: Class 2 contains 166569 members 
Entering Unmasked Estep 
Score: -40255064.000000 Penalty: 6306.605469
	Iteration 0F: 3 clusters Score -4.025506e+07 nChanged 161390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162639 members 
Mstep: Class 2 contains 170039 members 
Entering Unmasked Estep 
Score: -40351264.000000 Penalty: 6306.605469
	Iteration 1F: 3 clusters Score -4.035126e+07 nChanged 9007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159572 members 
Mstep: Class 2 contains 173106 members 
Entering Unmasked Estep 
Score: -40353404.000000 Penalty: 6306.605469
	Iteration 2Q: 3 clusters Score -4.03534e+07 nChanged 9827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154823 members 
Mstep: Class 2 contains 177855 members 
Entering Unmasked Estep 
Score: -40355480.000000 Penalty: 6306.605469
	Iteration 3Q: 3 clusters Score -4.035548e+07 nChanged 11508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147443 members 
Mstep: Class 2 contains 185235 members 
Entering Unmasked Estep 
Score: -40358548.000000 Penalty: 6306.605469
	Iteration 4Q: 3 clusters Score -4.035855e+07 nChanged 14169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136524 members 
Mstep: Class 2 contains 196154 members 
Entering Unmasked Estep 
Score: -40362908.000000 Penalty: 6306.605469
	Iteration 5Q: 3 clusters Score -4.036291e+07 nChanged 17457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121641 members 
Mstep: Class 2 contains 211037 members 
Entering Unmasked Estep 
Score: -40368804.000000 Penalty: 6306.605469
	Iteration 6F: 3 clusters Score -4.03688e+07 nChanged 20829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103170 members 
Mstep: Class 2 contains 229508 members 
Entering Unmasked Estep 
Score: -40377372.000000 Penalty: 6306.605469
	Iteration 7F: 3 clusters Score -4.037737e+07 nChanged 22056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83494 members 
Mstep: Class 2 contains 249184 members 
Entering Unmasked Estep 
Score: -40387668.000000 Penalty: 6306.605469
	Iteration 8F: 3 clusters Score -4.038767e+07 nChanged 20237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65805 members 
Mstep: Class 2 contains 266873 members 
Entering Unmasked Estep 
Score: -40397620.000000 Penalty: 6306.605469
	Iteration 9F: 3 clusters Score -4.039762e+07 nChanged 16359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52204 members 
Mstep: Class 2 contains 280474 members 
Entering Unmasked Estep 
Score: -40406716.000000 Penalty: 6306.605469
	Iteration 10Q: 3 clusters Score -4.040672e+07 nChanged 11965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43233 members 
Mstep: Class 2 contains 289445 members 
Entering Unmasked Estep 
Score: -40412688.000000 Penalty: 6306.605469
	Iteration 11Q: 3 clusters Score -4.041269e+07 nChanged 8731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37596 members 
Mstep: Class 2 contains 295082 members 
Entering Unmasked Estep 
Score: -40416408.000000 Penalty: 6306.605469
	Iteration 12Q: 3 clusters Score -4.041641e+07 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33775 members 
Mstep: Class 2 contains 298903 members 
Entering Unmasked Estep 
Score: -40418568.000000 Penalty: 6306.605469
	Iteration 13Q: 3 clusters Score -4.041857e+07 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30809 members 
Mstep: Class 2 contains 301869 members 
Entering Unmasked Estep 
Score: -40420204.000000 Penalty: 6306.605469
	Iteration 14Q: 3 clusters Score -4.04202e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28399 members 
Mstep: Class 2 contains 304279 members 
Entering Unmasked Estep 
Score: -40421884.000000 Penalty: 6306.605469
	Iteration 15Q: 3 clusters Score -4.042188e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 306340 members 
Entering Unmasked Estep 
Score: -40422804.000000 Penalty: 6306.605469
	Iteration 16Q: 3 clusters Score -4.04228e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 308241 members 
Entering Unmasked Estep 
Score: -40423784.000000 Penalty: 6306.605469
	Iteration 17Q: 3 clusters Score -4.042378e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 310033 members 
Entering Unmasked Estep 
Score: -40424800.000000 Penalty: 6306.605469
	Iteration 18Q: 3 clusters Score -4.04248e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 311652 members 
Entering Unmasked Estep 
Score: -40425688.000000 Penalty: 6306.605469
	Iteration 19Q: 3 clusters Score -4.042569e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 313185 members 
Entering Unmasked Estep 
Score: -40426564.000000 Penalty: 6306.605469
	Iteration 20F: 3 clusters Score -4.042656e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 314690 members 
Entering Unmasked Estep 
Score: -40427448.000000 Penalty: 6306.605469
	Iteration 21Q: 3 clusters Score -4.042745e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 316158 members 
Entering Unmasked Estep 
Score: -40428660.000000 Penalty: 6306.605469
	Iteration 22Q: 3 clusters Score -4.042866e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 317564 members 
Entering Unmasked Estep 
Score: -40429620.000000 Penalty: 6306.605469
	Iteration 23Q: 3 clusters Score -4.042962e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 318888 members 
Entering Unmasked Estep 
Score: -40430468.000000 Penalty: 6306.605469
	Iteration 24Q: 3 clusters Score -4.043047e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 320127 members 
Entering Unmasked Estep 
Score: -40431436.000000 Penalty: 6306.605469
	Iteration 25Q: 3 clusters Score -4.043144e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 321283 members 
Entering Unmasked Estep 
Score: -40432128.000000 Penalty: 6306.605469
	Iteration 26Q: 3 clusters Score -4.043213e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 322355 members 
Entering Unmasked Estep 
Score: -40432948.000000 Penalty: 6306.605469
	Iteration 27Q: 3 clusters Score -4.043295e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 323321 members 
Entering Unmasked Estep 
Score: -40433680.000000 Penalty: 6306.605469
	Iteration 28Q: 3 clusters Score -4.043368e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 324214 members 
Entering Unmasked Estep 
Score: -40434368.000000 Penalty: 6306.605469
	Iteration 29Q: 3 clusters Score -4.043437e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 325020 members 
Entering Unmasked Estep 
Score: -40434868.000000 Penalty: 6306.605469
	Iteration 30Q: 3 clusters Score -4.043487e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 325725 members 
Entering Unmasked Estep 
Score: -40435364.000000 Penalty: 6306.605469
	Iteration 31Q: 3 clusters Score -4.043536e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 326348 members 
Entering Unmasked Estep 
Score: -40435928.000000 Penalty: 6306.605469
	Iteration 32Q: 3 clusters Score -4.043593e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 326889 members 
Entering Unmasked Estep 
Score: -40436300.000000 Penalty: 6306.605469
	Iteration 33Q: 3 clusters Score -4.04363e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 327375 members 
Entering Unmasked Estep 
Score: -40436616.000000 Penalty: 6306.605469
	Iteration 34Q: 3 clusters Score -4.043662e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 327796 members 
Entering Unmasked Estep 
Score: -40436976.000000 Penalty: 6306.605469
	Iteration 35Q: 3 clusters Score -4.043698e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 328151 members 
Entering Unmasked Estep 
Score: -40437188.000000 Penalty: 6306.605469
	Iteration 36Q: 3 clusters Score -4.043719e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 328478 members 
Entering Unmasked Estep 
Score: -40437504.000000 Penalty: 6306.605469
	Iteration 37Q: 3 clusters Score -4.04375e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 328775 members 
Entering Unmasked Estep 
Score: -40437828.000000 Penalty: 6306.605469
	Iteration 38Q: 3 clusters Score -4.043783e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 329026 members 
Entering Unmasked Estep 
Score: -40438056.000000 Penalty: 6306.605469
	Iteration 39Q: 3 clusters Score -4.043806e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 329256 members 
Entering Unmasked Estep 
Score: -40438256.000000 Penalty: 6306.605469
	Iteration 40F: 3 clusters Score -4.043826e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 329449 members 
Entering Unmasked Estep 
Score: -40438312.000000 Penalty: 6306.605469
	Iteration 41Q: 3 clusters Score -4.043831e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 329624 members 
Entering Unmasked Estep 
Score: -40438400.000000 Penalty: 6306.605469
	Iteration 42Q: 3 clusters Score -4.04384e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 329786 members 
Entering Unmasked Estep 
Score: -40438516.000000 Penalty: 6306.605469
	Iteration 43Q: 3 clusters Score -4.043852e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 329929 members 
Entering Unmasked Estep 
Score: -40438620.000000 Penalty: 6306.605469
	Iteration 44Q: 3 clusters Score -4.043862e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 330040 members 
Entering Unmasked Estep 
Score: -40438756.000000 Penalty: 6306.605469
	Iteration 45Q: 3 clusters Score -4.043876e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 330129 members 
Entering Unmasked Estep 
Score: -40438824.000000 Penalty: 6306.605469
	Iteration 46Q: 3 clusters Score -4.043882e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 330198 members 
Entering Unmasked Estep 
Score: -40438896.000000 Penalty: 6306.605469
	Iteration 47Q: 3 clusters Score -4.04389e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 330262 members 
Entering Unmasked Estep 
Score: -40438936.000000 Penalty: 6306.605469
	Iteration 48Q: 3 clusters Score -4.043894e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 330330 members 
Entering Unmasked Estep 
Score: -40438976.000000 Penalty: 6306.605469
	Iteration 49Q: 3 clusters Score -4.043898e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 330386 members 
Entering Unmasked Estep 
Score: -40438952.000000 Penalty: 6306.605469
	Iteration 50Q: 3 clusters Score -4.043895e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 330435 members 
Entering Unmasked Estep 
Score: -40438964.000000 Penalty: 6306.605469
	Iteration 51Q: 3 clusters Score -4.043896e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 330489 members 
Entering Unmasked Estep 
Score: -40438976.000000 Penalty: 6306.605469
	Iteration 52Q: 3 clusters Score -4.043898e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 330531 members 
Entering Unmasked Estep 
Score: -40439028.000000 Penalty: 6306.605469
	Iteration 53Q: 3 clusters Score -4.043903e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 330573 members 
Entering Unmasked Estep 
Score: -40439052.000000 Penalty: 6306.605469
	Iteration 54Q: 3 clusters Score -4.043905e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 330599 members 
Entering Unmasked Estep 
Score: -40439088.000000 Penalty: 6306.605469
	Iteration 55Q: 3 clusters Score -4.043909e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 330628 members 
Entering Unmasked Estep 
Score: -40439112.000000 Penalty: 6306.605469
	Iteration 56Q: 3 clusters Score -4.043911e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 330665 members 
Entering Unmasked Estep 
Score: -40439128.000000 Penalty: 6306.605469
	Iteration 57Q: 3 clusters Score -4.043913e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 330705 members 
Entering Unmasked Estep 
Score: -40439128.000000 Penalty: 6306.605469
	Iteration 58Q: 3 clusters Score -4.043913e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 330747 members 
Entering Unmasked Estep 
Score: -40439188.000000 Penalty: 6306.605469
	Iteration 59Q: 3 clusters Score -4.043919e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 330781 members 
Entering Unmasked Estep 
Score: -40439216.000000 Penalty: 6306.605469
	Iteration 60F: 3 clusters Score -4.043922e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 330813 members 
Entering Unmasked Estep 
Score: -40439224.000000 Penalty: 6306.605469
	Iteration 61Q: 3 clusters Score -4.043922e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 330843 members 
Entering Unmasked Estep 
Score: -40439264.000000 Penalty: 6306.605469
	Iteration 62Q: 3 clusters Score -4.043926e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 330865 members 
Entering Unmasked Estep 
Score: -40439308.000000 Penalty: 6306.605469
	Iteration 63Q: 3 clusters Score -4.043931e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 330891 members 
Entering Unmasked Estep 
Score: -40439336.000000 Penalty: 6306.605469
	Iteration 64Q: 3 clusters Score -4.043934e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 330920 members 
Entering Unmasked Estep 
Score: -40439404.000000 Penalty: 6306.605469
	Iteration 65Q: 3 clusters Score -4.04394e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 330951 members 
Entering Unmasked Estep 
Score: -40439416.000000 Penalty: 6306.605469
	Iteration 66Q: 3 clusters Score -4.043942e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 330970 members 
Entering Unmasked Estep 
Score: -40439468.000000 Penalty: 6306.605469
	Iteration 67Q: 3 clusters Score -4.043947e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 330988 members 
Entering Unmasked Estep 
Score: -40439484.000000 Penalty: 6306.605469
	Iteration 68Q: 3 clusters Score -4.043948e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 331006 members 
Entering Unmasked Estep 
Score: -40439488.000000 Penalty: 6306.605469
	Iteration 69Q: 3 clusters Score -4.043949e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 331024 members 
Entering Unmasked Estep 
Score: -40439548.000000 Penalty: 6306.605469
	Iteration 70Q: 3 clusters Score -4.043955e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 331042 members 
Entering Unmasked Estep 
Score: -40439540.000000 Penalty: 6306.605469
	Iteration 71Q: 3 clusters Score -4.043954e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 331063 members 
Entering Unmasked Estep 
Score: -40439548.000000 Penalty: 6306.605469
	Iteration 72Q: 3 clusters Score -4.043955e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 331084 members 
Entering Unmasked Estep 
Score: -40439564.000000 Penalty: 6306.605469
	Iteration 73Q: 3 clusters Score -4.043956e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 331103 members 
Entering Unmasked Estep 
Score: -40439552.000000 Penalty: 6306.605469
	Iteration 74Q: 3 clusters Score -4.043955e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 331123 members 
Entering Unmasked Estep 
Score: -40439592.000000 Penalty: 6306.605469
	Iteration 75Q: 3 clusters Score -4.043959e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 331131 members 
Entering Unmasked Estep 
Score: -40439608.000000 Penalty: 6306.605469
	Iteration 76Q: 3 clusters Score -4.043961e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 331139 members 
Entering Unmasked Estep 
Score: -40439640.000000 Penalty: 6306.605469
	Iteration 77Q: 3 clusters Score -4.043964e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 331150 members 
Entering Unmasked Estep 
Score: -40439652.000000 Penalty: 6306.605469
	Iteration 78Q: 3 clusters Score -4.043965e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 331159 members 
Entering Unmasked Estep 
Score: -40439644.000000 Penalty: 6306.605469
	Iteration 79Q: 3 clusters Score -4.043964e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 331168 members 
Entering Unmasked Estep 
Score: -40439640.000000 Penalty: 6306.605469
	Iteration 80F: 3 clusters Score -4.043964e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 331174 members 
Entering Unmasked Estep 
Score: -40439652.000000 Penalty: 6306.605469
	Iteration 81Q: 3 clusters Score -4.043965e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 331187 members 
Entering Unmasked Estep 
Score: -40439640.000000 Penalty: 6306.605469
	Iteration 82Q: 3 clusters Score -4.043964e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 331194 members 
Entering Unmasked Estep 
Score: -40439680.000000 Penalty: 6306.605469
	Iteration 83Q: 3 clusters Score -4.043968e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 331202 members 
Entering Unmasked Estep 
Score: -40439672.000000 Penalty: 6306.605469
	Iteration 84Q: 3 clusters Score -4.043967e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 331207 members 
Entering Unmasked Estep 
Score: -40439696.000000 Penalty: 6306.605469
	Iteration 85Q: 3 clusters Score -4.04397e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 331209 members 
Entering Unmasked Estep 
Score: -40439672.000000 Penalty: 6306.605469
	Iteration 86Q: 3 clusters Score -4.043967e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 331212 members 
Entering Unmasked Estep 
Score: -40439700.000000 Penalty: 6306.605469
	Iteration 87Q: 3 clusters Score -4.04397e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 331216 members 
Entering Unmasked Estep 
Score: -40439696.000000 Penalty: 6306.605469
	Iteration 88Q: 3 clusters Score -4.04397e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 331217 members 
Entering Unmasked Estep 
Score: -40439704.000000 Penalty: 6306.605469
	Iteration 89Q: 3 clusters Score -4.04397e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 331222 members 
Entering Unmasked Estep 
Score: -40439728.000000 Penalty: 6306.605469
	Iteration 90Q: 3 clusters Score -4.043973e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 331223 members 
Entering Unmasked Estep 
Score: -40439736.000000 Penalty: 6306.605469
	Iteration 91Q: 3 clusters Score -4.043974e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 331224 members 
Entering Unmasked Estep 
Score: -40439724.000000 Penalty: 6306.605469
	Iteration 92Q: 3 clusters Score -4.043972e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 331223 members 
Entering Unmasked Estep 
Score: -40439736.000000 Penalty: 6306.605469
	Iteration 93Q: 3 clusters Score -4.043974e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 331223 members 
Entering Unmasked Estep 
Score: -40439736.000000 Penalty: 6306.605469
	Iteration 94F: 3 clusters Score -4.043974e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (202683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202683 members 
Entering Unmasked Estep 
Score: -25058666.000000 Penalty: 3030.410889
	Iteration 0F: 2 clusters Score -2.505867e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101155 members 
Mstep: Class 2 contains 101528 members 
Entering Unmasked Estep 
Score: -24925464.000000 Penalty: 6060.821777
	Iteration 0F: 3 clusters Score -2.492546e+07 nChanged 97646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98171 members 
Mstep: Class 2 contains 104512 members 
Entering Unmasked Estep 
Score: -24982926.000000 Penalty: 6060.821777
	Iteration 1F: 3 clusters Score -2.498293e+07 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96264 members 
Mstep: Class 2 contains 106419 members 
Entering Unmasked Estep 
Score: -24983820.000000 Penalty: 6060.821777
	Iteration 2Q: 3 clusters Score -2.498382e+07 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93288 members 
Mstep: Class 2 contains 109395 members 
Entering Unmasked Estep 
Score: -24985018.000000 Penalty: 6060.821777
	Iteration 3Q: 3 clusters Score -2.498502e+07 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88588 members 
Mstep: Class 2 contains 114095 members 
Entering Unmasked Estep 
Score: -24986558.000000 Penalty: 6060.821777
	Iteration 4Q: 3 clusters Score -2.498656e+07 nChanged 7859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81409 members 
Mstep: Class 2 contains 121274 members 
Entering Unmasked Estep 
Score: -24989334.000000 Penalty: 6060.821777
	Iteration 5Q: 3 clusters Score -2.498933e+07 nChanged 10950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70713 members 
Mstep: Class 2 contains 131970 members 
Entering Unmasked Estep 
Score: -24994956.000000 Penalty: 6060.821777
	Iteration 6F: 3 clusters Score -2.499496e+07 nChanged 15186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55601 members 
Mstep: Class 2 contains 147082 members 
Entering Unmasked Estep 
Score: -25005618.000000 Penalty: 6060.821777
	Iteration 7F: 3 clusters Score -2.500562e+07 nChanged 18403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37212 members 
Mstep: Class 2 contains 165471 members 
Entering Unmasked Estep 
Score: -25022090.000000 Penalty: 6060.821777
	Iteration 8F: 3 clusters Score -2.502209e+07 nChanged 17697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 183162 members 
Entering Unmasked Estep 
Score: -25039492.000000 Penalty: 6060.821777
	Iteration 9F: 3 clusters Score -2.503949e+07 nChanged 12120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 195282 members 
Entering Unmasked Estep 
Score: -25050496.000000 Penalty: 6060.821777
	Iteration 10F: 3 clusters Score -2.50505e+07 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 200432 members 
Entering Unmasked Estep 
Score: -25054312.000000 Penalty: 6060.821777
	Iteration 11Q: 3 clusters Score -2.505431e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 201962 members 
Entering Unmasked Estep 
Score: -25055334.000000 Penalty: 6060.821777
	Iteration 12Q: 3 clusters Score -2.505533e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 202337 members 
Entering Unmasked Estep 
Score: -25055594.000000 Penalty: 6060.821777
	Iteration 13Q: 3 clusters Score -2.505559e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 202411 members 
Entering Unmasked Estep 
Score: -25055738.000000 Penalty: 6060.821777
	Iteration 14Q: 3 clusters Score -2.505574e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 202435 members 
Entering Unmasked Estep 
Score: -25055808.000000 Penalty: 6060.821777
	Iteration 15Q: 3 clusters Score -2.505581e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 202442 members 
Entering Unmasked Estep 
Score: -25055836.000000 Penalty: 6060.821777
	Iteration 16Q: 3 clusters Score -2.505584e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 202442 members 
Entering Unmasked Estep 
Score: -25055824.000000 Penalty: 6060.821777
	Iteration 17Q: 3 clusters Score -2.505582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 202444 members 
Entering Unmasked Estep 
Score: -25055826.000000 Penalty: 6060.821777
	Iteration 18Q: 3 clusters Score -2.505583e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 202445 members 
Entering Unmasked Estep 
Score: -25055822.000000 Penalty: 6060.821777
	Iteration 19Q: 3 clusters Score -2.505582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 202445 members 
Entering Unmasked Estep 
Score: -25055824.000000 Penalty: 6060.821777
	Iteration 20F: 3 clusters Score -2.505582e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Entering Unmasked Estep 
Score: -100898.726562 Penalty: 1718.034424
	Iteration 0F: 2 clusters Score -100898.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -99116.062500 Penalty: 3436.068848
	Iteration 0F: 3 clusters Score -99116.06 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -99611.898438 Penalty: 3436.068848
	Iteration 1F: 3 clusters Score -99611.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -99775.570312 Penalty: 3436.068848
	Iteration 2F: 3 clusters Score -99775.57 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -99846.031250 Penalty: 3436.068848
	Iteration 3Q: 3 clusters Score -99846.03 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -99891.476562 Penalty: 3436.068848
	Iteration 4Q: 3 clusters Score -99891.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -99919.085938 Penalty: 3436.068848
	Iteration 5Q: 3 clusters Score -99919.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -99939.242188 Penalty: 3436.068848
	Iteration 6Q: 3 clusters Score -99939.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -99956.437500 Penalty: 3436.068848
	Iteration 7Q: 3 clusters Score -99956.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -99971.945312 Penalty: 3436.068848
	Iteration 8Q: 3 clusters Score -99971.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -99981.554688 Penalty: 3436.068848
	Iteration 9Q: 3 clusters Score -99981.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -99987.710938 Penalty: 3436.068848
	Iteration 10Q: 3 clusters Score -99987.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -99995.406250 Penalty: 3436.068848
	Iteration 11Q: 3 clusters Score -99995.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -100000.054688 Penalty: 3436.068848
	Iteration 12Q: 3 clusters Score -100000.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -100002.843750 Penalty: 3436.068848
	Iteration 13Q: 3 clusters Score -100002.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -100002.843750 Penalty: 3436.068848
	Iteration 14F: 3 clusters Score -100002.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Entering Unmasked Estep 
Score: -1166282.000000 Penalty: 2286.115967
	Iteration 0F: 2 clusters Score -1166282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1158594.750000 Penalty: 4572.231934
	Iteration 0F: 3 clusters Score -1158595 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1160842.000000 Penalty: 4572.231934
	Iteration 1F: 3 clusters Score -1160842 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1161160.000000 Penalty: 4572.231934
	Iteration 2F: 3 clusters Score -1161160 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1161416.375000 Penalty: 4572.231934
	Iteration 3F: 3 clusters Score -1161416 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1161621.125000 Penalty: 4572.231934
	Iteration 4Q: 3 clusters Score -1161621 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1161767.500000 Penalty: 4572.231934
	Iteration 5Q: 3 clusters Score -1161768 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1161917.750000 Penalty: 4572.231934
	Iteration 6Q: 3 clusters Score -1161918 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1162057.875000 Penalty: 4572.231934
	Iteration 7Q: 3 clusters Score -1162058 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1162184.500000 Penalty: 4572.231934
	Iteration 8Q: 3 clusters Score -1162184 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1162316.125000 Penalty: 4572.231934
	Iteration 9Q: 3 clusters Score -1162316 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1162428.500000 Penalty: 4572.231934
	Iteration 10Q: 3 clusters Score -1162428 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1162530.750000 Penalty: 4572.231934
	Iteration 11Q: 3 clusters Score -1162531 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1162615.625000 Penalty: 4572.231934
	Iteration 12Q: 3 clusters Score -1162616 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1162694.750000 Penalty: 4572.231934
	Iteration 13Q: 3 clusters Score -1162695 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1162773.500000 Penalty: 4572.231934
	Iteration 14Q: 3 clusters Score -1162774 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1162863.375000 Penalty: 4572.231934
	Iteration 15Q: 3 clusters Score -1162863 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1162941.500000 Penalty: 4572.231934
	Iteration 16Q: 3 clusters Score -1162942 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1163029.125000 Penalty: 4572.231934
	Iteration 17Q: 3 clusters Score -1163029 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1163118.250000 Penalty: 4572.231934
	Iteration 18Q: 3 clusters Score -1163118 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1163202.750000 Penalty: 4572.231934
	Iteration 19Q: 3 clusters Score -1163203 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1163290.750000 Penalty: 4572.231934
	Iteration 20F: 3 clusters Score -1163291 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1163367.625000 Penalty: 4572.231934
	Iteration 21Q: 3 clusters Score -1163368 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1163452.625000 Penalty: 4572.231934
	Iteration 22Q: 3 clusters Score -1163453 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1163529.250000 Penalty: 4572.231934
	Iteration 23Q: 3 clusters Score -1163529 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1163587.750000 Penalty: 4572.231934
	Iteration 24Q: 3 clusters Score -1163588 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1163641.375000 Penalty: 4572.231934
	Iteration 25Q: 3 clusters Score -1163641 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1163692.125000 Penalty: 4572.231934
	Iteration 26Q: 3 clusters Score -1163692 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1163737.750000 Penalty: 4572.231934
	Iteration 27Q: 3 clusters Score -1163738 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1163773.375000 Penalty: 4572.231934
	Iteration 28Q: 3 clusters Score -1163773 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1163807.375000 Penalty: 4572.231934
	Iteration 29Q: 3 clusters Score -1163807 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1163839.500000 Penalty: 4572.231934
	Iteration 30Q: 3 clusters Score -1163840 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1163864.625000 Penalty: 4572.231934
	Iteration 31Q: 3 clusters Score -1163865 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1163889.750000 Penalty: 4572.231934
	Iteration 32Q: 3 clusters Score -1163890 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1163908.875000 Penalty: 4572.231934
	Iteration 33Q: 3 clusters Score -1163909 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1163922.000000 Penalty: 4572.231934
	Iteration 34Q: 3 clusters Score -1163922 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1163935.125000 Penalty: 4572.231934
	Iteration 35Q: 3 clusters Score -1163935 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1163947.500000 Penalty: 4572.231934
	Iteration 36Q: 3 clusters Score -1163948 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1163957.000000 Penalty: 4572.231934
	Iteration 37Q: 3 clusters Score -1163957 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1163970.625000 Penalty: 4572.231934
	Iteration 38Q: 3 clusters Score -1163971 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1163978.000000 Penalty: 4572.231934
	Iteration 39Q: 3 clusters Score -1163978 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1163989.625000 Penalty: 4572.231934
	Iteration 40F: 3 clusters Score -1163990 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1164000.375000 Penalty: 4572.231934
	Iteration 41Q: 3 clusters Score -1164000 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1164007.750000 Penalty: 4572.231934
	Iteration 42Q: 3 clusters Score -1164008 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1164015.625000 Penalty: 4572.231934
	Iteration 43Q: 3 clusters Score -1164016 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1164023.875000 Penalty: 4572.231934
	Iteration 44Q: 3 clusters Score -1164024 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1164029.250000 Penalty: 4572.231934
	Iteration 45Q: 3 clusters Score -1164029 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1164041.625000 Penalty: 4572.231934
	Iteration 46Q: 3 clusters Score -1164042 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1164055.250000 Penalty: 4572.231934
	Iteration 47Q: 3 clusters Score -1164055 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1164071.500000 Penalty: 4572.231934
	Iteration 48Q: 3 clusters Score -1164072 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1164074.750000 Penalty: 4572.231934
	Iteration 49Q: 3 clusters Score -1164075 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1164082.000000 Penalty: 4572.231934
	Iteration 50Q: 3 clusters Score -1164082 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1164091.375000 Penalty: 4572.231934
	Iteration 51Q: 3 clusters Score -1164091 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1164102.375000 Penalty: 4572.231934
	Iteration 52Q: 3 clusters Score -1164102 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1164117.375000 Penalty: 4572.231934
	Iteration 53Q: 3 clusters Score -1164117 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1164125.375000 Penalty: 4572.231934
	Iteration 54Q: 3 clusters Score -1164125 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1164132.125000 Penalty: 4572.231934
	Iteration 55Q: 3 clusters Score -1164132 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1164140.375000 Penalty: 4572.231934
	Iteration 56Q: 3 clusters Score -1164140 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1164148.125000 Penalty: 4572.231934
	Iteration 57Q: 3 clusters Score -1164148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1164150.250000 Penalty: 4572.231934
	Iteration 58Q: 3 clusters Score -1164150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1164156.250000 Penalty: 4572.231934
	Iteration 59Q: 3 clusters Score -1164156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1164157.625000 Penalty: 4572.231934
	Iteration 60F: 3 clusters Score -1164158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1164165.250000 Penalty: 4572.231934
	Iteration 61Q: 3 clusters Score -1164165 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1164167.250000 Penalty: 4572.231934
	Iteration 62Q: 3 clusters Score -1164167 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1164173.125000 Penalty: 4572.231934
	Iteration 63Q: 3 clusters Score -1164173 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1164180.875000 Penalty: 4572.231934
	Iteration 64Q: 3 clusters Score -1164181 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1164184.625000 Penalty: 4572.231934
	Iteration 65Q: 3 clusters Score -1164185 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1164188.875000 Penalty: 4572.231934
	Iteration 66Q: 3 clusters Score -1164189 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1164191.500000 Penalty: 4572.231934
	Iteration 67Q: 3 clusters Score -1164192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1164195.750000 Penalty: 4572.231934
	Iteration 68Q: 3 clusters Score -1164196 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1164202.125000 Penalty: 4572.231934
	Iteration 69Q: 3 clusters Score -1164202 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1164206.500000 Penalty: 4572.231934
	Iteration 70Q: 3 clusters Score -1164206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1164210.625000 Penalty: 4572.231934
	Iteration 71Q: 3 clusters Score -1164211 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1164216.625000 Penalty: 4572.231934
	Iteration 72Q: 3 clusters Score -1164217 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1164219.000000 Penalty: 4572.231934
	Iteration 73Q: 3 clusters Score -1164219 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1164223.125000 Penalty: 4572.231934
	Iteration 74Q: 3 clusters Score -1164223 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1164227.625000 Penalty: 4572.231934
	Iteration 75Q: 3 clusters Score -1164228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1164227.250000 Penalty: 4572.231934
	Iteration 76Q: 3 clusters Score -1164227 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1164230.750000 Penalty: 4572.231934
	Iteration 77Q: 3 clusters Score -1164231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1164232.125000 Penalty: 4572.231934
	Iteration 78Q: 3 clusters Score -1164232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1164231.500000 Penalty: 4572.231934
	Iteration 79Q: 3 clusters Score -1164232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1164233.375000 Penalty: 4572.231934
	Iteration 80F: 3 clusters Score -1164233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Entering Unmasked Estep 
Score: -1078135.250000 Penalty: 2258.200195
	Iteration 0F: 2 clusters Score -1078135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1071132.375000 Penalty: 4516.400391
	Iteration 0F: 3 clusters Score -1071132 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1073109.625000 Penalty: 4516.400391
	Iteration 1F: 3 clusters Score -1073110 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1073582.500000 Penalty: 4516.400391
	Iteration 2F: 3 clusters Score -1073582 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1074379.375000 Penalty: 4516.400391
	Iteration 3F: 3 clusters Score -1074379 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1075516.000000 Penalty: 4516.400391
	Iteration 4F: 3 clusters Score -1075516 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1076579.125000 Penalty: 4516.400391
	Iteration 5F: 3 clusters Score -1076579 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1077244.000000 Penalty: 4516.400391
	Iteration 6F: 3 clusters Score -1077244 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1077536.750000 Penalty: 4516.400391
	Iteration 7F: 3 clusters Score -1077537 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1077655.500000 Penalty: 4516.400391
	Iteration 8Q: 3 clusters Score -1077656 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1077707.500000 Penalty: 4516.400391
	Iteration 9Q: 3 clusters Score -1077708 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1077732.000000 Penalty: 4516.400391
	Iteration 10Q: 3 clusters Score -1077732 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1077746.625000 Penalty: 4516.400391
	Iteration 11Q: 3 clusters Score -1077747 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1077761.750000 Penalty: 4516.400391
	Iteration 12Q: 3 clusters Score -1077762 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1077774.500000 Penalty: 4516.400391
	Iteration 13Q: 3 clusters Score -1077774 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1077779.750000 Penalty: 4516.400391
	Iteration 14Q: 3 clusters Score -1077780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1077786.625000 Penalty: 4516.400391
	Iteration 15Q: 3 clusters Score -1077787 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1077792.500000 Penalty: 4516.400391
	Iteration 16Q: 3 clusters Score -1077792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1077793.000000 Penalty: 4516.400391
	Iteration 17Q: 3 clusters Score -1077793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1077794.625000 Penalty: 4516.400391
	Iteration 18Q: 3 clusters Score -1077795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1077797.000000 Penalty: 4516.400391
	Iteration 19Q: 3 clusters Score -1077797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1077799.750000 Penalty: 4516.400391
	Iteration 20F: 3 clusters Score -1077800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1077799.250000 Penalty: 4516.400391
	Iteration 21Q: 3 clusters Score -1077799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1077799.375000 Penalty: 4516.400391
	Iteration 22Q: 3 clusters Score -1077799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1077800.125000 Penalty: 4516.400391
	Iteration 23Q: 3 clusters Score -1077800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1077799.375000 Penalty: 4516.400391
	Iteration 24Q: 3 clusters Score -1077799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1077800.875000 Penalty: 4516.400391
	Iteration 25Q: 3 clusters Score -1077801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1077802.500000 Penalty: 4516.400391
	Iteration 26Q: 3 clusters Score -1077802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1077801.625000 Penalty: 4516.400391
	Iteration 27Q: 3 clusters Score -1077802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1077801.875000 Penalty: 4516.400391
	Iteration 28Q: 3 clusters Score -1077802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1077802.750000 Penalty: 4516.400391
	Iteration 29Q: 3 clusters Score -1077803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1077802.750000 Penalty: 4516.400391
	Iteration 30F: 3 clusters Score -1077803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (83398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83398 members 
Entering Unmasked Estep 
Score: -10185555.000000 Penalty: 2810.182129
	Iteration 0F: 2 clusters Score -1.018556e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41880 members 
Mstep: Class 2 contains 41518 members 
Entering Unmasked Estep 
Score: -10129737.000000 Penalty: 5620.364258
	Iteration 0F: 3 clusters Score -1.012974e+07 nChanged 39152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43472 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -10151710.000000 Penalty: 5620.364258
	Iteration 1F: 3 clusters Score -1.015171e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44439 members 
Mstep: Class 2 contains 38959 members 
Entering Unmasked Estep 
Score: -10152464.000000 Penalty: 5620.364258
	Iteration 2Q: 3 clusters Score -1.015246e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45775 members 
Mstep: Class 2 contains 37623 members 
Entering Unmasked Estep 
Score: -10153280.000000 Penalty: 5620.364258
	Iteration 3Q: 3 clusters Score -1.015328e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47816 members 
Mstep: Class 2 contains 35582 members 
Entering Unmasked Estep 
Score: -10154319.000000 Penalty: 5620.364258
	Iteration 4Q: 3 clusters Score -1.015432e+07 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50935 members 
Mstep: Class 2 contains 32463 members 
Entering Unmasked Estep 
Score: -10155904.000000 Penalty: 5620.364258
	Iteration 5Q: 3 clusters Score -1.01559e+07 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55348 members 
Mstep: Class 2 contains 28050 members 
Entering Unmasked Estep 
Score: -10158643.000000 Penalty: 5620.364258
	Iteration 6F: 3 clusters Score -1.015864e+07 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61298 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -10162852.000000 Penalty: 5620.364258
	Iteration 7F: 3 clusters Score -1.016285e+07 nChanged 7051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68317 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -10169081.000000 Penalty: 5620.364258
	Iteration 8F: 3 clusters Score -1.016908e+07 nChanged 6733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75044 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -10175560.000000 Penalty: 5620.364258
	Iteration 9F: 3 clusters Score -1.017556e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79611 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -10180024.000000 Penalty: 5620.364258
	Iteration 10F: 3 clusters Score -1.018002e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81771 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -10182027.000000 Penalty: 5620.364258
	Iteration 11Q: 3 clusters Score -1.018203e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82551 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -10182694.000000 Penalty: 5620.364258
	Iteration 12Q: 3 clusters Score -1.018269e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82808 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -10182965.000000 Penalty: 5620.364258
	Iteration 13Q: 3 clusters Score -1.018296e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82916 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -10183076.000000 Penalty: 5620.364258
	Iteration 14Q: 3 clusters Score -1.018308e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82965 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -10183140.000000 Penalty: 5620.364258
	Iteration 15Q: 3 clusters Score -1.018314e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82994 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -10183185.000000 Penalty: 5620.364258
	Iteration 16Q: 3 clusters Score -1.018318e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83019 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -10183224.000000 Penalty: 5620.364258
	Iteration 17Q: 3 clusters Score -1.018322e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83036 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -10183250.000000 Penalty: 5620.364258
	Iteration 18Q: 3 clusters Score -1.018325e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83041 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -10183264.000000 Penalty: 5620.364258
	Iteration 19Q: 3 clusters Score -1.018326e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83047 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -10183270.000000 Penalty: 5620.364258
	Iteration 20F: 3 clusters Score -1.018327e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83047 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -10183275.000000 Penalty: 5620.364258
	Iteration 21Q: 3 clusters Score -1.018328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83048 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -10183281.000000 Penalty: 5620.364258
	Iteration 22Q: 3 clusters Score -1.018328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83051 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -10183292.000000 Penalty: 5620.364258
	Iteration 23Q: 3 clusters Score -1.018329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83051 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -10183291.000000 Penalty: 5620.364258
	Iteration 24Q: 3 clusters Score -1.018329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83051 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -10183293.000000 Penalty: 5620.364258
	Iteration 25Q: 3 clusters Score -1.018329e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83052 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -10183307.000000 Penalty: 5620.364258
	Iteration 26Q: 3 clusters Score -1.018331e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83053 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -10183307.000000 Penalty: 5620.364258
	Iteration 27Q: 3 clusters Score -1.018331e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83054 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -10183312.000000 Penalty: 5620.364258
	Iteration 28Q: 3 clusters Score -1.018331e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83054 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -10183306.000000 Penalty: 5620.364258
	Iteration 29Q: 3 clusters Score -1.018331e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83058 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -10183311.000000 Penalty: 5620.364258
	Iteration 30Q: 3 clusters Score -1.018331e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83064 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -10183315.000000 Penalty: 5620.364258
	Iteration 31Q: 3 clusters Score -1.018332e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83073 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -10183337.000000 Penalty: 5620.364258
	Iteration 32Q: 3 clusters Score -1.018334e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83078 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -10183347.000000 Penalty: 5620.364258
	Iteration 33Q: 3 clusters Score -1.018335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83079 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -10183346.000000 Penalty: 5620.364258
	Iteration 34Q: 3 clusters Score -1.018335e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83078 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -10183349.000000 Penalty: 5620.364258
	Iteration 35Q: 3 clusters Score -1.018335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83076 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -10183361.000000 Penalty: 5620.364258
	Iteration 36Q: 3 clusters Score -1.018336e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83075 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -10183359.000000 Penalty: 5620.364258
	Iteration 37Q: 3 clusters Score -1.018336e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83075 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -10183359.000000 Penalty: 5620.364258
	Iteration 38F: 3 clusters Score -1.018336e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Entering Unmasked Estep 
Score: -92034.312500 Penalty: 1705.824951
	Iteration 0F: 2 clusters Score -92034.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -90222.382812 Penalty: 3411.649902
	Iteration 0F: 3 clusters Score -90222.38 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -91130.703125 Penalty: 3411.649902
	Iteration 1F: 3 clusters Score -91130.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -92047.898438 Penalty: 3411.649902
	Iteration 2F: 3 clusters Score -92047.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -92661.500000 Penalty: 3411.649902
	Iteration 3F: 3 clusters Score -92661.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -92997.351562 Penalty: 3411.649902
	Iteration 4F: 3 clusters Score -92997.35 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -93369.890625 Penalty: 3411.649902
	Iteration 5Q: 3 clusters Score -93369.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -93473.367188 Penalty: 3411.649902
	Iteration 6Q: 3 clusters Score -93473.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -93501.375000 Penalty: 3411.649902
	Iteration 7Q: 3 clusters Score -93501.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -93503.070312 Penalty: 3411.649902
	Iteration 8Q: 3 clusters Score -93503.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -93503.921875 Penalty: 3411.649902
	Iteration 9Q: 3 clusters Score -93503.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -93503.921875 Penalty: 3411.649902
	Iteration 10F: 3 clusters Score -93503.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 13796 members 
Mstep: Class 3 contains 13827 members 
Mstep: Class 4 contains 3306 members 
Mstep: Class 5 contains 42452 members 
Mstep: Class 6 contains 5926 members 
Mstep: Class 7 contains 4613 members 
Mstep: Class 8 contains 195990 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28491 members 
Mstep: Class 11 contains 17087 members 
Mstep: Class 12 contains 16736 members 
Mstep: Class 13 contains 56099 members 
Mstep: Class 14 contains 155883 members 
Mstep: Class 15 contains 29853 members 
Mstep: Class 16 contains 11564 members 
Mstep: Class 17 contains 10084 members 
Mstep: Class 18 contains 9040 members 
Mstep: Class 19 contains 14792 members 
Mstep: Class 20 contains 12297 members 
Mstep: Class 21 contains 171327 members 
Mstep: Class 22 contains 30079 members 
Mstep: Class 23 contains 24969 members 
Mstep: Class 24 contains 82282 members 
Mstep: Class 25 contains 24744 members 
Mstep: Class 26 contains 13524 members 
Mstep: Class 27 contains 332678 members 
Mstep: Class 28 contains 202683 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10079 members 
Mstep: Class 31 contains 9006 members 
Mstep: Class 32 contains 83398 members 
Mstep: Class 33 contains 308 members 
Mstep: Class 34 contains 223128 members 
Mstep: Class 35 contains 91423 members 
Mstep: Class 36 contains 20969 members 
Mstep: Class 37 contains 8223 members 
Mstep: Class 38 contains 905 members 
Mstep: Class 39 contains 663 members 
Entering Unmasked Estep 
Score: -235490752.000000 Penalty: 140280.062500
Splitting cluster 33 changes total score from -235492464.000000 to -235490752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (223128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223128 members 
Entering Unmasked Estep 
Score: -27402084.000000 Penalty: 3054.244385
	Iteration 0F: 2 clusters Score -2.740208e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111575 members 
Mstep: Class 2 contains 111553 members 
Entering Unmasked Estep 
Score: -27258262.000000 Penalty: 6108.488770
	Iteration 0F: 3 clusters Score -2.725826e+07 nChanged 107620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113079 members 
Mstep: Class 2 contains 110049 members 
Entering Unmasked Estep 
Score: -27321232.000000 Penalty: 6108.488770
	Iteration 1F: 3 clusters Score -2.732123e+07 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114275 members 
Mstep: Class 2 contains 108853 members 
Entering Unmasked Estep 
Score: -27322548.000000 Penalty: 6108.488770
	Iteration 2Q: 3 clusters Score -2.732255e+07 nChanged 6917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116364 members 
Mstep: Class 2 contains 106764 members 
Entering Unmasked Estep 
Score: -27324172.000000 Penalty: 6108.488770
	Iteration 3Q: 3 clusters Score -2.732417e+07 nChanged 8027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119971 members 
Mstep: Class 2 contains 103157 members 
Entering Unmasked Estep 
Score: -27326488.000000 Penalty: 6108.488770
	Iteration 4Q: 3 clusters Score -2.732649e+07 nChanged 9692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125271 members 
Mstep: Class 2 contains 97857 members 
Entering Unmasked Estep 
Score: -27330062.000000 Penalty: 6108.488770
	Iteration 5Q: 3 clusters Score -2.733006e+07 nChanged 11455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132658 members 
Mstep: Class 2 contains 90470 members 
Entering Unmasked Estep 
Score: -27335204.000000 Penalty: 6108.488770
	Iteration 6F: 3 clusters Score -2.73352e+07 nChanged 13191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142049 members 
Mstep: Class 2 contains 81079 members 
Entering Unmasked Estep 
Score: -27341984.000000 Penalty: 6108.488770
	Iteration 7F: 3 clusters Score -2.734198e+07 nChanged 14297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153134 members 
Mstep: Class 2 contains 69994 members 
Entering Unmasked Estep 
Score: -27350112.000000 Penalty: 6108.488770
	Iteration 8F: 3 clusters Score -2.735011e+07 nChanged 14473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165491 members 
Mstep: Class 2 contains 57637 members 
Entering Unmasked Estep 
Score: -27358822.000000 Penalty: 6108.488770
	Iteration 9F: 3 clusters Score -2.735882e+07 nChanged 13877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178296 members 
Mstep: Class 2 contains 44832 members 
Entering Unmasked Estep 
Score: -27367816.000000 Penalty: 6108.488770
	Iteration 10F: 3 clusters Score -2.736782e+07 nChanged 13067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191083 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -27376226.000000 Penalty: 6108.488770
	Iteration 11F: 3 clusters Score -2.737623e+07 nChanged 11583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202612 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -27383856.000000 Penalty: 6108.488770
	Iteration 12F: 3 clusters Score -2.738386e+07 nChanged 9006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211618 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -27390384.000000 Penalty: 6108.488770
	Iteration 13Q: 3 clusters Score -2.739038e+07 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217593 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -27394892.000000 Penalty: 6108.488770
	Iteration 14Q: 3 clusters Score -2.739489e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220829 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -27397558.000000 Penalty: 6108.488770
	Iteration 15Q: 3 clusters Score -2.739756e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222172 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -27398706.000000 Penalty: 6108.488770
	Iteration 16Q: 3 clusters Score -2.739871e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222587 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -27399092.000000 Penalty: 6108.488770
	Iteration 17Q: 3 clusters Score -2.739909e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222733 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -27399222.000000 Penalty: 6108.488770
	Iteration 18Q: 3 clusters Score -2.739922e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222790 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -27399320.000000 Penalty: 6108.488770
	Iteration 19Q: 3 clusters Score -2.739932e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222814 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -27399350.000000 Penalty: 6108.488770
	Iteration 20F: 3 clusters Score -2.739935e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222828 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -27399382.000000 Penalty: 6108.488770
	Iteration 21Q: 3 clusters Score -2.739938e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222835 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -27399420.000000 Penalty: 6108.488770
	Iteration 22Q: 3 clusters Score -2.739942e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222840 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -27399408.000000 Penalty: 6108.488770
	Iteration 23Q: 3 clusters Score -2.739941e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222844 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -27399424.000000 Penalty: 6108.488770
	Iteration 24Q: 3 clusters Score -2.739942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222845 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -27399438.000000 Penalty: 6108.488770
	Iteration 25Q: 3 clusters Score -2.739944e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222845 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -27399438.000000 Penalty: 6108.488770
	Iteration 26F: 3 clusters Score -2.739944e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (91423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91423 members 
Entering Unmasked Estep 
Score: -11182825.000000 Penalty: 2832.966553
	Iteration 0F: 2 clusters Score -1.118282e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46006 members 
Mstep: Class 2 contains 45417 members 
Entering Unmasked Estep 
Score: -11121211.000000 Penalty: 5665.933105
	Iteration 0F: 3 clusters Score -1.112121e+07 nChanged 43190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49666 members 
Mstep: Class 2 contains 41757 members 
Entering Unmasked Estep 
Score: -11146956.000000 Penalty: 5665.933105
	Iteration 1F: 3 clusters Score -1.114696e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52055 members 
Mstep: Class 2 contains 39368 members 
Entering Unmasked Estep 
Score: -11148728.000000 Penalty: 5665.933105
	Iteration 2Q: 3 clusters Score -1.114873e+07 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55455 members 
Mstep: Class 2 contains 35968 members 
Entering Unmasked Estep 
Score: -11151447.000000 Penalty: 5665.933105
	Iteration 3F: 3 clusters Score -1.115145e+07 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59780 members 
Mstep: Class 2 contains 31643 members 
Entering Unmasked Estep 
Score: -11154815.000000 Penalty: 5665.933105
	Iteration 4F: 3 clusters Score -1.115482e+07 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64905 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -11158910.000000 Penalty: 5665.933105
	Iteration 5F: 3 clusters Score -1.115891e+07 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70464 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -11163323.000000 Penalty: 5665.933105
	Iteration 6F: 3 clusters Score -1.116332e+07 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75998 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -11167968.000000 Penalty: 5665.933105
	Iteration 7F: 3 clusters Score -1.116797e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80973 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -11172170.000000 Penalty: 5665.933105
	Iteration 8F: 3 clusters Score -1.117217e+07 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84729 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -11175410.000000 Penalty: 5665.933105
	Iteration 9Q: 3 clusters Score -1.117541e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87223 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -11177420.000000 Penalty: 5665.933105
	Iteration 10Q: 3 clusters Score -1.117742e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88777 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -11178715.000000 Penalty: 5665.933105
	Iteration 11Q: 3 clusters Score -1.117872e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89668 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -11179360.000000 Penalty: 5665.933105
	Iteration 12Q: 3 clusters Score -1.117936e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90162 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -11179737.000000 Penalty: 5665.933105
	Iteration 13Q: 3 clusters Score -1.117974e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90448 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -11179961.000000 Penalty: 5665.933105
	Iteration 14Q: 3 clusters Score -1.117996e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90602 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -11180084.000000 Penalty: 5665.933105
	Iteration 15Q: 3 clusters Score -1.118008e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90714 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -11180187.000000 Penalty: 5665.933105
	Iteration 16Q: 3 clusters Score -1.118019e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90785 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -11180226.000000 Penalty: 5665.933105
	Iteration 17Q: 3 clusters Score -1.118023e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90823 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -11180265.000000 Penalty: 5665.933105
	Iteration 18Q: 3 clusters Score -1.118026e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90858 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -11180317.000000 Penalty: 5665.933105
	Iteration 19Q: 3 clusters Score -1.118032e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90869 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -11180324.000000 Penalty: 5665.933105
	Iteration 20F: 3 clusters Score -1.118032e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90876 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -11180330.000000 Penalty: 5665.933105
	Iteration 21Q: 3 clusters Score -1.118033e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90887 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -11180338.000000 Penalty: 5665.933105
	Iteration 22Q: 3 clusters Score -1.118034e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90900 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -11180354.000000 Penalty: 5665.933105
	Iteration 23Q: 3 clusters Score -1.118035e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90906 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -11180373.000000 Penalty: 5665.933105
	Iteration 24Q: 3 clusters Score -1.118037e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90913 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -11180366.000000 Penalty: 5665.933105
	Iteration 25Q: 3 clusters Score -1.118037e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90918 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -11180370.000000 Penalty: 5665.933105
	Iteration 26Q: 3 clusters Score -1.118037e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90922 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -11180378.000000 Penalty: 5665.933105
	Iteration 27Q: 3 clusters Score -1.118038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90924 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -11180375.000000 Penalty: 5665.933105
	Iteration 28Q: 3 clusters Score -1.118038e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90924 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -11180375.000000 Penalty: 5665.933105
	Iteration 29F: 3 clusters Score -1.118038e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (20969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Entering Unmasked Estep 
Score: -2350897.000000 Penalty: 2467.798584
	Iteration 0F: 2 clusters Score -2350897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -2336176.500000 Penalty: 4935.597168
	Iteration 0F: 3 clusters Score -2336176 nChanged 9252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -2341311.500000 Penalty: 4935.597168
	Iteration 1F: 3 clusters Score -2341312 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -2341928.500000 Penalty: 4935.597168
	Iteration 2F: 3 clusters Score -2341928 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -2342419.750000 Penalty: 4935.597168
	Iteration 3F: 3 clusters Score -2342420 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -2342833.750000 Penalty: 4935.597168
	Iteration 4Q: 3 clusters Score -2342834 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -2343232.250000 Penalty: 4935.597168
	Iteration 5Q: 3 clusters Score -2343232 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -2343565.750000 Penalty: 4935.597168
	Iteration 6Q: 3 clusters Score -2343566 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -2343919.500000 Penalty: 4935.597168
	Iteration 7Q: 3 clusters Score -2343920 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -2344303.000000 Penalty: 4935.597168
	Iteration 8Q: 3 clusters Score -2344303 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -2344715.000000 Penalty: 4935.597168
	Iteration 9Q: 3 clusters Score -2344715 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -2345132.250000 Penalty: 4935.597168
	Iteration 10Q: 3 clusters Score -2345132 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -2345605.500000 Penalty: 4935.597168
	Iteration 11Q: 3 clusters Score -2345606 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -2346114.250000 Penalty: 4935.597168
	Iteration 12Q: 3 clusters Score -2346114 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -2346627.250000 Penalty: 4935.597168
	Iteration 13Q: 3 clusters Score -2346627 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -2347178.250000 Penalty: 4935.597168
	Iteration 14Q: 3 clusters Score -2347178 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -2347695.250000 Penalty: 4935.597168
	Iteration 15Q: 3 clusters Score -2347695 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -2348191.250000 Penalty: 4935.597168
	Iteration 16Q: 3 clusters Score -2348191 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -2348558.750000 Penalty: 4935.597168
	Iteration 17Q: 3 clusters Score -2348559 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -2348803.250000 Penalty: 4935.597168
	Iteration 18Q: 3 clusters Score -2348803 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -2348929.750000 Penalty: 4935.597168
	Iteration 19Q: 3 clusters Score -2348930 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -2348986.500000 Penalty: 4935.597168
	Iteration 20F: 3 clusters Score -2348986 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -2349029.250000 Penalty: 4935.597168
	Iteration 21Q: 3 clusters Score -2349029 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -2349047.750000 Penalty: 4935.597168
	Iteration 22Q: 3 clusters Score -2349048 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -2349060.750000 Penalty: 4935.597168
	Iteration 23Q: 3 clusters Score -2349061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -2349080.000000 Penalty: 4935.597168
	Iteration 24Q: 3 clusters Score -2349080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -2349077.750000 Penalty: 4935.597168
	Iteration 25Q: 3 clusters Score -2349078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -2349084.000000 Penalty: 4935.597168
	Iteration 26Q: 3 clusters Score -2349084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -2349086.500000 Penalty: 4935.597168
	Iteration 27Q: 3 clusters Score -2349086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -2349089.000000 Penalty: 4935.597168
	Iteration 28Q: 3 clusters Score -2349089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -2349090.750000 Penalty: 4935.597168
	Iteration 29Q: 3 clusters Score -2349091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -2349093.500000 Penalty: 4935.597168
	Iteration 30Q: 3 clusters Score -2349094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -2349092.500000 Penalty: 4935.597168
	Iteration 31Q: 3 clusters Score -2349092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -2349097.000000 Penalty: 4935.597168
	Iteration 32Q: 3 clusters Score -2349097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -2349097.250000 Penalty: 4935.597168
	Iteration 33Q: 3 clusters Score -2349097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -2349097.500000 Penalty: 4935.597168
	Iteration 34Q: 3 clusters Score -2349098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -2349100.750000 Penalty: 4935.597168
	Iteration 35Q: 3 clusters Score -2349101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -2349103.250000 Penalty: 4935.597168
	Iteration 36Q: 3 clusters Score -2349103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -2349105.250000 Penalty: 4935.597168
	Iteration 37Q: 3 clusters Score -2349105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -2349107.750000 Penalty: 4935.597168
	Iteration 38Q: 3 clusters Score -2349108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -2349107.000000 Penalty: 4935.597168
	Iteration 39Q: 3 clusters Score -2349107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -2349107.000000 Penalty: 4935.597168
	Iteration 40F: 3 clusters Score -2349107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Entering Unmasked Estep 
Score: -965707.312500 Penalty: 2235.643311
	Iteration 0F: 2 clusters Score -965707.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -959110.437500 Penalty: 4471.286621
	Iteration 0F: 3 clusters Score -959110.4 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -961115.250000 Penalty: 4471.286621
	Iteration 1F: 3 clusters Score -961115.2 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -961462.875000 Penalty: 4471.286621
	Iteration 2F: 3 clusters Score -961462.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -961729.187500 Penalty: 4471.286621
	Iteration 3F: 3 clusters Score -961729.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -961937.750000 Penalty: 4471.286621
	Iteration 4Q: 3 clusters Score -961937.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -962112.375000 Penalty: 4471.286621
	Iteration 5Q: 3 clusters Score -962112.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -962259.125000 Penalty: 4471.286621
	Iteration 6Q: 3 clusters Score -962259.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -962398.687500 Penalty: 4471.286621
	Iteration 7Q: 3 clusters Score -962398.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -962521.187500 Penalty: 4471.286621
	Iteration 8Q: 3 clusters Score -962521.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -962643.250000 Penalty: 4471.286621
	Iteration 9Q: 3 clusters Score -962643.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -962757.250000 Penalty: 4471.286621
	Iteration 10Q: 3 clusters Score -962757.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -962860.062500 Penalty: 4471.286621
	Iteration 11Q: 3 clusters Score -962860.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -962952.937500 Penalty: 4471.286621
	Iteration 12Q: 3 clusters Score -962952.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -963044.437500 Penalty: 4471.286621
	Iteration 13Q: 3 clusters Score -963044.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -963138.687500 Penalty: 4471.286621
	Iteration 14Q: 3 clusters Score -963138.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -963229.125000 Penalty: 4471.286621
	Iteration 15Q: 3 clusters Score -963229.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -963308.375000 Penalty: 4471.286621
	Iteration 16Q: 3 clusters Score -963308.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -963379.125000 Penalty: 4471.286621
	Iteration 17Q: 3 clusters Score -963379.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -963446.187500 Penalty: 4471.286621
	Iteration 18Q: 3 clusters Score -963446.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -963499.250000 Penalty: 4471.286621
	Iteration 19Q: 3 clusters Score -963499.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -963540.562500 Penalty: 4471.286621
	Iteration 20F: 3 clusters Score -963540.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -963569.625000 Penalty: 4471.286621
	Iteration 21Q: 3 clusters Score -963569.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -963592.250000 Penalty: 4471.286621
	Iteration 22Q: 3 clusters Score -963592.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -963612.062500 Penalty: 4471.286621
	Iteration 23Q: 3 clusters Score -963612.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -963628.000000 Penalty: 4471.286621
	Iteration 24Q: 3 clusters Score -963628 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -963640.312500 Penalty: 4471.286621
	Iteration 25Q: 3 clusters Score -963640.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -963655.562500 Penalty: 4471.286621
	Iteration 26Q: 3 clusters Score -963655.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -963663.875000 Penalty: 4471.286621
	Iteration 27Q: 3 clusters Score -963663.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -963671.687500 Penalty: 4471.286621
	Iteration 28Q: 3 clusters Score -963671.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -963682.312500 Penalty: 4471.286621
	Iteration 29Q: 3 clusters Score -963682.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -963689.437500 Penalty: 4471.286621
	Iteration 30Q: 3 clusters Score -963689.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -963700.812500 Penalty: 4471.286621
	Iteration 31Q: 3 clusters Score -963700.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -963706.125000 Penalty: 4471.286621
	Iteration 32Q: 3 clusters Score -963706.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -963712.625000 Penalty: 4471.286621
	Iteration 33Q: 3 clusters Score -963712.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -963718.187500 Penalty: 4471.286621
	Iteration 34Q: 3 clusters Score -963718.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -963725.062500 Penalty: 4471.286621
	Iteration 35Q: 3 clusters Score -963725.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -963730.000000 Penalty: 4471.286621
	Iteration 36Q: 3 clusters Score -963730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -963731.312500 Penalty: 4471.286621
	Iteration 37Q: 3 clusters Score -963731.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -963731.000000 Penalty: 4471.286621
	Iteration 38Q: 3 clusters Score -963731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -963733.312500 Penalty: 4471.286621
	Iteration 39Q: 3 clusters Score -963733.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -963734.312500 Penalty: 4471.286621
	Iteration 40F: 3 clusters Score -963734.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -963737.562500 Penalty: 4471.286621
	Iteration 41Q: 3 clusters Score -963737.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -963740.937500 Penalty: 4471.286621
	Iteration 42Q: 3 clusters Score -963740.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -963740.937500 Penalty: 4471.286621
	Iteration 43Q: 3 clusters Score -963740.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -963741.937500 Penalty: 4471.286621
	Iteration 44Q: 3 clusters Score -963741.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -963742.000000 Penalty: 4471.286621
	Iteration 45Q: 3 clusters Score -963742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -963742.187500 Penalty: 4471.286621
	Iteration 46Q: 3 clusters Score -963742.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -963744.125000 Penalty: 4471.286621
	Iteration 47Q: 3 clusters Score -963744.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -963744.875000 Penalty: 4471.286621
	Iteration 48Q: 3 clusters Score -963744.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -963747.500000 Penalty: 4471.286621
	Iteration 49Q: 3 clusters Score -963747.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -963747.937500 Penalty: 4471.286621
	Iteration 50Q: 3 clusters Score -963747.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -963749.875000 Penalty: 4471.286621
	Iteration 51Q: 3 clusters Score -963749.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -963750.125000 Penalty: 4471.286621
	Iteration 52Q: 3 clusters Score -963750.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -963752.125000 Penalty: 4471.286621
	Iteration 53Q: 3 clusters Score -963752.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -963752.937500 Penalty: 4471.286621
	Iteration 54Q: 3 clusters Score -963752.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -963758.750000 Penalty: 4471.286621
	Iteration 55Q: 3 clusters Score -963758.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -963759.062500 Penalty: 4471.286621
	Iteration 56Q: 3 clusters Score -963759.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -963758.187500 Penalty: 4471.286621
	Iteration 57Q: 3 clusters Score -963758.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -963758.187500 Penalty: 4471.286621
	Iteration 58F: 3 clusters Score -963758.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Entering Unmasked Estep 
Score: -97395.835938 Penalty: 1688.367798
	Iteration 0F: 2 clusters Score -97395.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -95569.351562 Penalty: 3376.735596
	Iteration 0F: 3 clusters Score -95569.35 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -96121.750000 Penalty: 3376.735596
	Iteration 1F: 3 clusters Score -96121.75 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -96671.445312 Penalty: 3376.735596
	Iteration 2F: 3 clusters Score -96671.45 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -97090.046875 Penalty: 3376.735596
	Iteration 3F: 3 clusters Score -97090.05 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -97690.539062 Penalty: 3376.735596
	Iteration 4F: 3 clusters Score -97690.54 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -98106.898438 Penalty: 3376.735596
	Iteration 5Q: 3 clusters Score -98106.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -98230.203125 Penalty: 3376.735596
	Iteration 6Q: 3 clusters Score -98230.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -98313.171875 Penalty: 3376.735596
	Iteration 7Q: 3 clusters Score -98313.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -98358.406250 Penalty: 3376.735596
	Iteration 8Q: 3 clusters Score -98358.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -98364.226562 Penalty: 3376.735596
	Iteration 9Q: 3 clusters Score -98364.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -98365.523438 Penalty: 3376.735596
	Iteration 10Q: 3 clusters Score -98365.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -98365.523438 Penalty: 3376.735596
	Iteration 11F: 3 clusters Score -98365.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 13796 members 
Mstep: Class 3 contains 13827 members 
Mstep: Class 4 contains 3306 members 
Mstep: Class 5 contains 42452 members 
Mstep: Class 6 contains 5926 members 
Mstep: Class 7 contains 4613 members 
Mstep: Class 8 contains 195990 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28491 members 
Mstep: Class 11 contains 17087 members 
Mstep: Class 12 contains 16736 members 
Mstep: Class 13 contains 56099 members 
Mstep: Class 14 contains 155883 members 
Mstep: Class 15 contains 29853 members 
Mstep: Class 16 contains 11564 members 
Mstep: Class 17 contains 10084 members 
Mstep: Class 18 contains 9040 members 
Mstep: Class 19 contains 14792 members 
Mstep: Class 20 contains 12297 members 
Mstep: Class 21 contains 171327 members 
Mstep: Class 22 contains 30079 members 
Mstep: Class 23 contains 24969 members 
Mstep: Class 24 contains 82282 members 
Mstep: Class 25 contains 24744 members 
Mstep: Class 26 contains 13524 members 
Mstep: Class 27 contains 332678 members 
Mstep: Class 28 contains 202683 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10079 members 
Mstep: Class 31 contains 9006 members 
Mstep: Class 32 contains 83398 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 223128 members 
Mstep: Class 35 contains 91423 members 
Mstep: Class 36 contains 20969 members 
Mstep: Class 37 contains 8223 members 
Mstep: Class 38 contains 684 members 
Mstep: Class 39 contains 221 members 
Entering Unmasked Estep 
Score: -235491840.000000 Penalty: 140280.062500
Splitting cluster 38 changes total score from -235492464.000000 to -235491840.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 13796 members 
Mstep: Class 3 contains 13827 members 
Mstep: Class 4 contains 3306 members 
Mstep: Class 5 contains 42452 members 
Mstep: Class 6 contains 5926 members 
Mstep: Class 7 contains 4613 members 
Mstep: Class 8 contains 195990 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28491 members 
Mstep: Class 11 contains 17087 members 
Mstep: Class 12 contains 16736 members 
Mstep: Class 13 contains 56099 members 
Mstep: Class 14 contains 155883 members 
Mstep: Class 15 contains 29853 members 
Mstep: Class 16 contains 11564 members 
Mstep: Class 17 contains 10084 members 
Mstep: Class 18 contains 9040 members 
Mstep: Class 19 contains 14792 members 
Mstep: Class 20 contains 12297 members 
Mstep: Class 21 contains 171327 members 
Mstep: Class 22 contains 30079 members 
Mstep: Class 23 contains 24969 members 
Mstep: Class 24 contains 82282 members 
Mstep: Class 25 contains 24744 members 
Mstep: Class 26 contains 13524 members 
Mstep: Class 27 contains 332678 members 
Mstep: Class 28 contains 202683 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10079 members 
Mstep: Class 31 contains 9006 members 
Mstep: Class 32 contains 83398 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 223128 members 
Mstep: Class 35 contains 91423 members 
Mstep: Class 36 contains 20969 members 
Mstep: Class 37 contains 8223 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235492384.000000 Penalty: 136683.125000
Iteration 279Q: 39 clusters Score -2.354924e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 13793 members 
Mstep: Class 3 contains 13825 members 
Mstep: Class 4 contains 3306 members 
Mstep: Class 5 contains 42452 members 
Mstep: Class 6 contains 5926 members 
Mstep: Class 7 contains 4613 members 
Mstep: Class 8 contains 195994 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28492 members 
Mstep: Class 11 contains 17087 members 
Mstep: Class 12 contains 16735 members 
Mstep: Class 13 contains 56099 members 
Mstep: Class 14 contains 155878 members 
Mstep: Class 15 contains 29856 members 
Mstep: Class 16 contains 11564 members 
Mstep: Class 17 contains 10085 members 
Mstep: Class 18 contains 9040 members 
Mstep: Class 19 contains 14795 members 
Mstep: Class 20 contains 12295 members 
Mstep: Class 21 contains 171316 members 
Mstep: Class 22 contains 30078 members 
Mstep: Class 23 contains 24966 members 
Mstep: Class 24 contains 82281 members 
Mstep: Class 25 contains 24744 members 
Mstep: Class 26 contains 13525 members 
Mstep: Class 27 contains 332679 members 
Mstep: Class 28 contains 202683 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10081 members 
Mstep: Class 31 contains 9007 members 
Mstep: Class 32 contains 83398 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 223141 members 
Mstep: Class 35 contains 91425 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 8223 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235492480.000000 Penalty: 136683.125000
Iteration 280F: 39 clusters Score -2.354925e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 13792 members 
Mstep: Class 3 contains 13822 members 
Mstep: Class 4 contains 3306 members 
Mstep: Class 5 contains 42453 members 
Mstep: Class 6 contains 5926 members 
Mstep: Class 7 contains 4613 members 
Mstep: Class 8 contains 195997 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28495 members 
Mstep: Class 11 contains 17088 members 
Mstep: Class 12 contains 16734 members 
Mstep: Class 13 contains 56098 members 
Mstep: Class 14 contains 155874 members 
Mstep: Class 15 contains 29858 members 
Mstep: Class 16 contains 11564 members 
Mstep: Class 17 contains 10085 members 
Mstep: Class 18 contains 9039 members 
Mstep: Class 19 contains 14798 members 
Mstep: Class 20 contains 12294 members 
Mstep: Class 21 contains 171311 members 
Mstep: Class 22 contains 30078 members 
Mstep: Class 23 contains 24963 members 
Mstep: Class 24 contains 82281 members 
Mstep: Class 25 contains 24744 members 
Mstep: Class 26 contains 13529 members 
Mstep: Class 27 contains 332683 members 
Mstep: Class 28 contains 202670 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10082 members 
Mstep: Class 31 contains 9007 members 
Mstep: Class 32 contains 83398 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 223151 members 
Mstep: Class 35 contains 91424 members 
Mstep: Class 36 contains 20968 members 
Mstep: Class 37 contains 8223 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235492304.000000 Penalty: 136683.125000
Iteration 281Q: 39 clusters Score -2.354923e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 13792 members 
Mstep: Class 3 contains 13821 members 
Mstep: Class 4 contains 3307 members 
Mstep: Class 5 contains 42451 members 
Mstep: Class 6 contains 5926 members 
Mstep: Class 7 contains 4612 members 
Mstep: Class 8 contains 196006 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28493 members 
Mstep: Class 11 contains 17088 members 
Mstep: Class 12 contains 16733 members 
Mstep: Class 13 contains 56096 members 
Mstep: Class 14 contains 155873 members 
Mstep: Class 15 contains 29858 members 
Mstep: Class 16 contains 11564 members 
Mstep: Class 17 contains 10086 members 
Mstep: Class 18 contains 9039 members 
Mstep: Class 19 contains 14797 members 
Mstep: Class 20 contains 12293 members 
Mstep: Class 21 contains 171307 members 
Mstep: Class 22 contains 30082 members 
Mstep: Class 23 contains 24959 members 
Mstep: Class 24 contains 82279 members 
Mstep: Class 25 contains 24745 members 
Mstep: Class 26 contains 13530 members 
Mstep: Class 27 contains 332687 members 
Mstep: Class 28 contains 202659 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10082 members 
Mstep: Class 31 contains 9007 members 
Mstep: Class 32 contains 83396 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 223165 members 
Mstep: Class 35 contains 91418 members 
Mstep: Class 36 contains 20974 members 
Mstep: Class 37 contains 8223 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235492320.000000 Penalty: 136683.125000
Iteration 282Q: 39 clusters Score -2.354923e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 13792 members 
Mstep: Class 3 contains 13820 members 
Mstep: Class 4 contains 3309 members 
Mstep: Class 5 contains 42451 members 
Mstep: Class 6 contains 5926 members 
Mstep: Class 7 contains 4610 members 
Mstep: Class 8 contains 196013 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28491 members 
Mstep: Class 11 contains 17087 members 
Mstep: Class 12 contains 16730 members 
Mstep: Class 13 contains 56094 members 
Mstep: Class 14 contains 155872 members 
Mstep: Class 15 contains 29856 members 
Mstep: Class 16 contains 11564 members 
Mstep: Class 17 contains 10086 members 
Mstep: Class 18 contains 9040 members 
Mstep: Class 19 contains 14797 members 
Mstep: Class 20 contains 12293 members 
Mstep: Class 21 contains 171310 members 
Mstep: Class 22 contains 30084 members 
Mstep: Class 23 contains 24955 members 
Mstep: Class 24 contains 82280 members 
Mstep: Class 25 contains 24748 members 
Mstep: Class 26 contains 13534 members 
Mstep: Class 27 contains 332686 members 
Mstep: Class 28 contains 202665 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10082 members 
Mstep: Class 31 contains 9006 members 
Mstep: Class 32 contains 83396 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 223160 members 
Mstep: Class 35 contains 91415 members 
Mstep: Class 36 contains 20975 members 
Mstep: Class 37 contains 8223 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235492336.000000 Penalty: 136683.125000
Iteration 283Q: 39 clusters Score -2.354923e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 13792 members 
Mstep: Class 3 contains 13820 members 
Mstep: Class 4 contains 3309 members 
Mstep: Class 5 contains 42450 members 
Mstep: Class 6 contains 5926 members 
Mstep: Class 7 contains 4609 members 
Mstep: Class 8 contains 196018 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28489 members 
Mstep: Class 11 contains 17085 members 
Mstep: Class 12 contains 16726 members 
Mstep: Class 13 contains 56091 members 
Mstep: Class 14 contains 155868 members 
Mstep: Class 15 contains 29851 members 
Mstep: Class 16 contains 11564 members 
Mstep: Class 17 contains 10085 members 
Mstep: Class 18 contains 9041 members 
Mstep: Class 19 contains 14798 members 
Mstep: Class 20 contains 12293 members 
Mstep: Class 21 contains 171313 members 
Mstep: Class 22 contains 30091 members 
Mstep: Class 23 contains 24954 members 
Mstep: Class 24 contains 82281 members 
Mstep: Class 25 contains 24753 members 
Mstep: Class 26 contains 13538 members 
Mstep: Class 27 contains 332677 members 
Mstep: Class 28 contains 202662 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10084 members 
Mstep: Class 31 contains 9006 members 
Mstep: Class 32 contains 83396 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 223163 members 
Mstep: Class 35 contains 91418 members 
Mstep: Class 36 contains 20975 members 
Mstep: Class 37 contains 8224 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235492336.000000 Penalty: 136683.125000
Iteration 284Q: 39 clusters Score -2.354923e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 13792 members 
Mstep: Class 3 contains 13820 members 
Mstep: Class 4 contains 3309 members 
Mstep: Class 5 contains 42450 members 
Mstep: Class 6 contains 5926 members 
Mstep: Class 7 contains 4606 members 
Mstep: Class 8 contains 196030 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28487 members 
Mstep: Class 11 contains 17082 members 
Mstep: Class 12 contains 16723 members 
Mstep: Class 13 contains 56093 members 
Mstep: Class 14 contains 155865 members 
Mstep: Class 15 contains 29853 members 
Mstep: Class 16 contains 11565 members 
Mstep: Class 17 contains 10086 members 
Mstep: Class 18 contains 9042 members 
Mstep: Class 19 contains 14799 members 
Mstep: Class 20 contains 12293 members 
Mstep: Class 21 contains 171317 members 
Mstep: Class 22 contains 30094 members 
Mstep: Class 23 contains 24953 members 
Mstep: Class 24 contains 82280 members 
Mstep: Class 25 contains 24757 members 
Mstep: Class 26 contains 13540 members 
Mstep: Class 27 contains 332673 members 
Mstep: Class 28 contains 202667 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10086 members 
Mstep: Class 31 contains 9005 members 
Mstep: Class 32 contains 83396 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 223153 members 
Mstep: Class 35 contains 91413 members 
Mstep: Class 36 contains 20970 members 
Mstep: Class 37 contains 8225 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235492560.000000 Penalty: 136683.125000
Iteration 285Q: 39 clusters Score -2.354926e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 13792 members 
Mstep: Class 3 contains 13819 members 
Mstep: Class 4 contains 3309 members 
Mstep: Class 5 contains 42451 members 
Mstep: Class 6 contains 5926 members 
Mstep: Class 7 contains 4604 members 
Mstep: Class 8 contains 196034 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28486 members 
Mstep: Class 11 contains 17082 members 
Mstep: Class 12 contains 16722 members 
Mstep: Class 13 contains 56093 members 
Mstep: Class 14 contains 155861 members 
Mstep: Class 15 contains 29860 members 
Mstep: Class 16 contains 11565 members 
Mstep: Class 17 contains 10087 members 
Mstep: Class 18 contains 9042 members 
Mstep: Class 19 contains 14801 members 
Mstep: Class 20 contains 12293 members 
Mstep: Class 21 contains 171319 members 
Mstep: Class 22 contains 30096 members 
Mstep: Class 23 contains 24950 members 
Mstep: Class 24 contains 82283 members 
Mstep: Class 25 contains 24765 members 
Mstep: Class 26 contains 13541 members 
Mstep: Class 27 contains 332675 members 
Mstep: Class 28 contains 202650 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10084 members 
Mstep: Class 31 contains 9004 members 
Mstep: Class 32 contains 83395 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 223149 members 
Mstep: Class 35 contains 91416 members 
Mstep: Class 36 contains 20969 members 
Mstep: Class 37 contains 8227 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235492352.000000 Penalty: 136683.125000
Iteration 286Q: 39 clusters Score -2.354924e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 13791 members 
Mstep: Class 3 contains 13817 members 
Mstep: Class 4 contains 3308 members 
Mstep: Class 5 contains 42452 members 
Mstep: Class 6 contains 5926 members 
Mstep: Class 7 contains 4602 members 
Mstep: Class 8 contains 196040 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28484 members 
Mstep: Class 11 contains 17082 members 
Mstep: Class 12 contains 16722 members 
Mstep: Class 13 contains 56092 members 
Mstep: Class 14 contains 155858 members 
Mstep: Class 15 contains 29864 members 
Mstep: Class 16 contains 11565 members 
Mstep: Class 17 contains 10088 members 
Mstep: Class 18 contains 9042 members 
Mstep: Class 19 contains 14803 members 
Mstep: Class 20 contains 12293 members 
Mstep: Class 21 contains 171315 members 
Mstep: Class 22 contains 30094 members 
Mstep: Class 23 contains 24947 members 
Mstep: Class 24 contains 82282 members 
Mstep: Class 25 contains 24772 members 
Mstep: Class 26 contains 13543 members 
Mstep: Class 27 contains 332675 members 
Mstep: Class 28 contains 202656 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10082 members 
Mstep: Class 31 contains 9003 members 
Mstep: Class 32 contains 83392 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 223149 members 
Mstep: Class 35 contains 91415 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 8230 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235492656.000000 Penalty: 136683.125000
Iteration 287Q: 39 clusters Score -2.354927e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 13791 members 
Mstep: Class 3 contains 13814 members 
Mstep: Class 4 contains 3307 members 
Mstep: Class 5 contains 42452 members 
Mstep: Class 6 contains 5926 members 
Mstep: Class 7 contains 4601 members 
Mstep: Class 8 contains 196050 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28484 members 
Mstep: Class 11 contains 17082 members 
Mstep: Class 12 contains 16722 members 
Mstep: Class 13 contains 56093 members 
Mstep: Class 14 contains 155855 members 
Mstep: Class 15 contains 29866 members 
Mstep: Class 16 contains 11565 members 
Mstep: Class 17 contains 10087 members 
Mstep: Class 18 contains 9043 members 
Mstep: Class 19 contains 14803 members 
Mstep: Class 20 contains 12293 members 
Mstep: Class 21 contains 171309 members 
Mstep: Class 22 contains 30093 members 
Mstep: Class 23 contains 24944 members 
Mstep: Class 24 contains 82284 members 
Mstep: Class 25 contains 24775 members 
Mstep: Class 26 contains 13542 members 
Mstep: Class 27 contains 332679 members 
Mstep: Class 28 contains 202655 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10084 members 
Mstep: Class 31 contains 9004 members 
Mstep: Class 32 contains 83390 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 223143 members 
Mstep: Class 35 contains 91417 members 
Mstep: Class 36 contains 20965 members 
Mstep: Class 37 contains 8231 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235492624.000000 Penalty: 136683.125000
Iteration 288Q: 39 clusters Score -2.354926e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 13791 members 
Mstep: Class 3 contains 13814 members 
Mstep: Class 4 contains 3307 members 
Mstep: Class 5 contains 42450 members 
Mstep: Class 6 contains 5926 members 
Mstep: Class 7 contains 4600 members 
Mstep: Class 8 contains 196057 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28483 members 
Mstep: Class 11 contains 17082 members 
Mstep: Class 12 contains 16722 members 
Mstep: Class 13 contains 56092 members 
Mstep: Class 14 contains 155854 members 
Mstep: Class 15 contains 29868 members 
Mstep: Class 16 contains 11565 members 
Mstep: Class 17 contains 10087 members 
Mstep: Class 18 contains 9045 members 
Mstep: Class 19 contains 14801 members 
Mstep: Class 20 contains 12292 members 
Mstep: Class 21 contains 171303 members 
Mstep: Class 22 contains 30096 members 
Mstep: Class 23 contains 24935 members 
Mstep: Class 24 contains 82287 members 
Mstep: Class 25 contains 24778 members 
Mstep: Class 26 contains 13542 members 
Mstep: Class 27 contains 332682 members 
Mstep: Class 28 contains 202644 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10084 members 
Mstep: Class 31 contains 9004 members 
Mstep: Class 32 contains 83387 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 223155 members 
Mstep: Class 35 contains 91418 members 
Mstep: Class 36 contains 20966 members 
Mstep: Class 37 contains 8232 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235492576.000000 Penalty: 136683.125000
Iteration 289Q: 39 clusters Score -2.354926e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 13790 members 
Mstep: Class 3 contains 13814 members 
Mstep: Class 4 contains 3306 members 
Mstep: Class 5 contains 42446 members 
Mstep: Class 6 contains 5926 members 
Mstep: Class 7 contains 4598 members 
Mstep: Class 8 contains 196063 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28482 members 
Mstep: Class 11 contains 17081 members 
Mstep: Class 12 contains 16722 members 
Mstep: Class 13 contains 56092 members 
Mstep: Class 14 contains 155851 members 
Mstep: Class 15 contains 29871 members 
Mstep: Class 16 contains 11564 members 
Mstep: Class 17 contains 10086 members 
Mstep: Class 18 contains 9046 members 
Mstep: Class 19 contains 14802 members 
Mstep: Class 20 contains 12291 members 
Mstep: Class 21 contains 171294 members 
Mstep: Class 22 contains 30102 members 
Mstep: Class 23 contains 24921 members 
Mstep: Class 24 contains 82289 members 
Mstep: Class 25 contains 24782 members 
Mstep: Class 26 contains 13544 members 
Mstep: Class 27 contains 332683 members 
Mstep: Class 28 contains 202636 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10084 members 
Mstep: Class 31 contains 9004 members 
Mstep: Class 32 contains 83387 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 223172 members 
Mstep: Class 35 contains 91414 members 
Mstep: Class 36 contains 20972 members 
Mstep: Class 37 contains 8234 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235492528.000000 Penalty: 136683.125000
Iteration 290Q: 39 clusters Score -2.354925e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 13788 members 
Mstep: Class 3 contains 13814 members 
Mstep: Class 4 contains 3306 members 
Mstep: Class 5 contains 42446 members 
Mstep: Class 6 contains 5925 members 
Mstep: Class 7 contains 4596 members 
Mstep: Class 8 contains 196073 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28482 members 
Mstep: Class 11 contains 17080 members 
Mstep: Class 12 contains 16722 members 
Mstep: Class 13 contains 56092 members 
Mstep: Class 14 contains 155849 members 
Mstep: Class 15 contains 29875 members 
Mstep: Class 16 contains 11564 members 
Mstep: Class 17 contains 10086 members 
Mstep: Class 18 contains 9048 members 
Mstep: Class 19 contains 14803 members 
Mstep: Class 20 contains 12292 members 
Mstep: Class 21 contains 171282 members 
Mstep: Class 22 contains 30102 members 
Mstep: Class 23 contains 24913 members 
Mstep: Class 24 contains 82286 members 
Mstep: Class 25 contains 24783 members 
Mstep: Class 26 contains 13545 members 
Mstep: Class 27 contains 332684 members 
Mstep: Class 28 contains 202630 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10084 members 
Mstep: Class 31 contains 9004 members 
Mstep: Class 32 contains 83387 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 223188 members 
Mstep: Class 35 contains 91413 members 
Mstep: Class 36 contains 20972 members 
Mstep: Class 37 contains 8235 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235492576.000000 Penalty: 136683.125000
Iteration 291Q: 39 clusters Score -2.354926e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 13787 members 
Mstep: Class 3 contains 13813 members 
Mstep: Class 4 contains 3306 members 
Mstep: Class 5 contains 42444 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4594 members 
Mstep: Class 8 contains 196078 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28482 members 
Mstep: Class 11 contains 17080 members 
Mstep: Class 12 contains 16722 members 
Mstep: Class 13 contains 56094 members 
Mstep: Class 14 contains 155849 members 
Mstep: Class 15 contains 29879 members 
Mstep: Class 16 contains 11564 members 
Mstep: Class 17 contains 10084 members 
Mstep: Class 18 contains 9048 members 
Mstep: Class 19 contains 14803 members 
Mstep: Class 20 contains 12291 members 
Mstep: Class 21 contains 171277 members 
Mstep: Class 22 contains 30103 members 
Mstep: Class 23 contains 24910 members 
Mstep: Class 24 contains 82284 members 
Mstep: Class 25 contains 24787 members 
Mstep: Class 26 contains 13546 members 
Mstep: Class 27 contains 332687 members 
Mstep: Class 28 contains 202628 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10084 members 
Mstep: Class 31 contains 9004 members 
Mstep: Class 32 contains 83386 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 223188 members 
Mstep: Class 35 contains 91413 members 
Mstep: Class 36 contains 20975 members 
Mstep: Class 37 contains 8235 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235492560.000000 Penalty: 136683.125000
Iteration 292Q: 39 clusters Score -2.354926e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 13786 members 
Mstep: Class 3 contains 13810 members 
Mstep: Class 4 contains 3306 members 
Mstep: Class 5 contains 42446 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4593 members 
Mstep: Class 8 contains 196079 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28483 members 
Mstep: Class 11 contains 17080 members 
Mstep: Class 12 contains 16722 members 
Mstep: Class 13 contains 56094 members 
Mstep: Class 14 contains 155850 members 
Mstep: Class 15 contains 29886 members 
Mstep: Class 16 contains 11563 members 
Mstep: Class 17 contains 10083 members 
Mstep: Class 18 contains 9048 members 
Mstep: Class 19 contains 14802 members 
Mstep: Class 20 contains 12290 members 
Mstep: Class 21 contains 171273 members 
Mstep: Class 22 contains 30105 members 
Mstep: Class 23 contains 24909 members 
Mstep: Class 24 contains 82285 members 
Mstep: Class 25 contains 24791 members 
Mstep: Class 26 contains 13546 members 
Mstep: Class 27 contains 332682 members 
Mstep: Class 28 contains 202635 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10084 members 
Mstep: Class 31 contains 9003 members 
Mstep: Class 32 contains 83386 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 223177 members 
Mstep: Class 35 contains 91415 members 
Mstep: Class 36 contains 20978 members 
Mstep: Class 37 contains 8235 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235492304.000000 Penalty: 136683.125000
Iteration 293Q: 39 clusters Score -2.354923e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 13786 members 
Mstep: Class 3 contains 13804 members 
Mstep: Class 4 contains 3306 members 
Mstep: Class 5 contains 42448 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4592 members 
Mstep: Class 8 contains 196088 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28483 members 
Mstep: Class 11 contains 17080 members 
Mstep: Class 12 contains 16722 members 
Mstep: Class 13 contains 56093 members 
Mstep: Class 14 contains 155848 members 
Mstep: Class 15 contains 29885 members 
Mstep: Class 16 contains 11563 members 
Mstep: Class 17 contains 10084 members 
Mstep: Class 18 contains 9048 members 
Mstep: Class 19 contains 14803 members 
Mstep: Class 20 contains 12289 members 
Mstep: Class 21 contains 171268 members 
Mstep: Class 22 contains 30107 members 
Mstep: Class 23 contains 24906 members 
Mstep: Class 24 contains 82286 members 
Mstep: Class 25 contains 24793 members 
Mstep: Class 26 contains 13546 members 
Mstep: Class 27 contains 332679 members 
Mstep: Class 28 contains 202643 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10084 members 
Mstep: Class 31 contains 9002 members 
Mstep: Class 32 contains 83382 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 223182 members 
Mstep: Class 35 contains 91412 members 
Mstep: Class 36 contains 20978 members 
Mstep: Class 37 contains 8235 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235492544.000000 Penalty: 136683.125000
Iteration 294Q: 39 clusters Score -2.354925e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 13787 members 
Mstep: Class 3 contains 13801 members 
Mstep: Class 4 contains 3306 members 
Mstep: Class 5 contains 42449 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4590 members 
Mstep: Class 8 contains 196101 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28482 members 
Mstep: Class 11 contains 17080 members 
Mstep: Class 12 contains 16722 members 
Mstep: Class 13 contains 56093 members 
Mstep: Class 14 contains 155845 members 
Mstep: Class 15 contains 29880 members 
Mstep: Class 16 contains 11563 members 
Mstep: Class 17 contains 10085 members 
Mstep: Class 18 contains 9048 members 
Mstep: Class 19 contains 14806 members 
Mstep: Class 20 contains 12290 members 
Mstep: Class 21 contains 171260 members 
Mstep: Class 22 contains 30103 members 
Mstep: Class 23 contains 24903 members 
Mstep: Class 24 contains 82286 members 
Mstep: Class 25 contains 24795 members 
Mstep: Class 26 contains 13546 members 
Mstep: Class 27 contains 332679 members 
Mstep: Class 28 contains 202637 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10084 members 
Mstep: Class 31 contains 9001 members 
Mstep: Class 32 contains 83381 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 223189 members 
Mstep: Class 35 contains 91418 members 
Mstep: Class 36 contains 20980 members 
Mstep: Class 37 contains 8235 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235492608.000000 Penalty: 136683.125000
Iteration 295Q: 39 clusters Score -2.354926e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 13786 members 
Mstep: Class 3 contains 13800 members 
Mstep: Class 4 contains 3306 members 
Mstep: Class 5 contains 42452 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4589 members 
Mstep: Class 8 contains 196106 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28481 members 
Mstep: Class 11 contains 17080 members 
Mstep: Class 12 contains 16722 members 
Mstep: Class 13 contains 56093 members 
Mstep: Class 14 contains 155843 members 
Mstep: Class 15 contains 29883 members 
Mstep: Class 16 contains 11563 members 
Mstep: Class 17 contains 10085 members 
Mstep: Class 18 contains 9048 members 
Mstep: Class 19 contains 14807 members 
Mstep: Class 20 contains 12290 members 
Mstep: Class 21 contains 171258 members 
Mstep: Class 22 contains 30102 members 
Mstep: Class 23 contains 24903 members 
Mstep: Class 24 contains 82290 members 
Mstep: Class 25 contains 24797 members 
Mstep: Class 26 contains 13547 members 
Mstep: Class 27 contains 332681 members 
Mstep: Class 28 contains 202630 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10084 members 
Mstep: Class 31 contains 9001 members 
Mstep: Class 32 contains 83381 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 223182 members 
Mstep: Class 35 contains 91419 members 
Mstep: Class 36 contains 20981 members 
Mstep: Class 37 contains 8235 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235492672.000000 Penalty: 136683.125000
Iteration 296Q: 39 clusters Score -2.354927e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 13786 members 
Mstep: Class 3 contains 13800 members 
Mstep: Class 4 contains 3306 members 
Mstep: Class 5 contains 42452 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4589 members 
Mstep: Class 8 contains 196115 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28481 members 
Mstep: Class 11 contains 17080 members 
Mstep: Class 12 contains 16722 members 
Mstep: Class 13 contains 56094 members 
Mstep: Class 14 contains 155842 members 
Mstep: Class 15 contains 29887 members 
Mstep: Class 16 contains 11563 members 
Mstep: Class 17 contains 10087 members 
Mstep: Class 18 contains 9048 members 
Mstep: Class 19 contains 14806 members 
Mstep: Class 20 contains 12290 members 
Mstep: Class 21 contains 171251 members 
Mstep: Class 22 contains 30103 members 
Mstep: Class 23 contains 24902 members 
Mstep: Class 24 contains 82291 members 
Mstep: Class 25 contains 24799 members 
Mstep: Class 26 contains 13547 members 
Mstep: Class 27 contains 332680 members 
Mstep: Class 28 contains 202640 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10085 members 
Mstep: Class 31 contains 9001 members 
Mstep: Class 32 contains 83381 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 223164 members 
Mstep: Class 35 contains 91416 members 
Mstep: Class 36 contains 20982 members 
Mstep: Class 37 contains 8235 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235492656.000000 Penalty: 136683.125000
Iteration 297Q: 39 clusters Score -2.354927e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 13786 members 
Mstep: Class 3 contains 13800 members 
Mstep: Class 4 contains 3306 members 
Mstep: Class 5 contains 42453 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4588 members 
Mstep: Class 8 contains 196126 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28480 members 
Mstep: Class 11 contains 17080 members 
Mstep: Class 12 contains 16722 members 
Mstep: Class 13 contains 56095 members 
Mstep: Class 14 contains 155837 members 
Mstep: Class 15 contains 29889 members 
Mstep: Class 16 contains 11563 members 
Mstep: Class 17 contains 10086 members 
Mstep: Class 18 contains 9048 members 
Mstep: Class 19 contains 14807 members 
Mstep: Class 20 contains 12290 members 
Mstep: Class 21 contains 171247 members 
Mstep: Class 22 contains 30101 members 
Mstep: Class 23 contains 24902 members 
Mstep: Class 24 contains 82292 members 
Mstep: Class 25 contains 24803 members 
Mstep: Class 26 contains 13547 members 
Mstep: Class 27 contains 332682 members 
Mstep: Class 28 contains 202639 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10085 members 
Mstep: Class 31 contains 9001 members 
Mstep: Class 32 contains 83381 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 223155 members 
Mstep: Class 35 contains 91418 members 
Mstep: Class 36 contains 20981 members 
Mstep: Class 37 contains 8235 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235492912.000000 Penalty: 136683.125000
Iteration 298Q: 39 clusters Score -2.354929e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 13786 members 
Mstep: Class 3 contains 13801 members 
Mstep: Class 4 contains 3306 members 
Mstep: Class 5 contains 42452 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4587 members 
Mstep: Class 8 contains 196128 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28480 members 
Mstep: Class 11 contains 17080 members 
Mstep: Class 12 contains 16722 members 
Mstep: Class 13 contains 56096 members 
Mstep: Class 14 contains 155837 members 
Mstep: Class 15 contains 29897 members 
Mstep: Class 16 contains 11563 members 
Mstep: Class 17 contains 10085 members 
Mstep: Class 18 contains 9048 members 
Mstep: Class 19 contains 14807 members 
Mstep: Class 20 contains 12291 members 
Mstep: Class 21 contains 171240 members 
Mstep: Class 22 contains 30100 members 
Mstep: Class 23 contains 24900 members 
Mstep: Class 24 contains 82293 members 
Mstep: Class 25 contains 24803 members 
Mstep: Class 26 contains 13548 members 
Mstep: Class 27 contains 332679 members 
Mstep: Class 28 contains 202657 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10085 members 
Mstep: Class 31 contains 9001 members 
Mstep: Class 32 contains 83381 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 223136 members 
Mstep: Class 35 contains 91416 members 
Mstep: Class 36 contains 20984 members 
Mstep: Class 37 contains 8235 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235492816.000000 Penalty: 136683.125000
Iteration 299Q: 39 clusters Score -2.354928e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 13786 members 
Mstep: Class 3 contains 13802 members 
Mstep: Class 4 contains 3305 members 
Mstep: Class 5 contains 42453 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4583 members 
Mstep: Class 8 contains 196131 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28480 members 
Mstep: Class 11 contains 17079 members 
Mstep: Class 12 contains 16723 members 
Mstep: Class 13 contains 56096 members 
Mstep: Class 14 contains 155836 members 
Mstep: Class 15 contains 29898 members 
Mstep: Class 16 contains 11563 members 
Mstep: Class 17 contains 10086 members 
Mstep: Class 18 contains 9048 members 
Mstep: Class 19 contains 14807 members 
Mstep: Class 20 contains 12291 members 
Mstep: Class 21 contains 171234 members 
Mstep: Class 22 contains 30100 members 
Mstep: Class 23 contains 24896 members 
Mstep: Class 24 contains 82293 members 
Mstep: Class 25 contains 24804 members 
Mstep: Class 26 contains 13549 members 
Mstep: Class 27 contains 332682 members 
Mstep: Class 28 contains 202674 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10085 members 
Mstep: Class 31 contains 9001 members 
Mstep: Class 32 contains 83381 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 223112 members 
Mstep: Class 35 contains 91420 members 
Mstep: Class 36 contains 20991 members 
Mstep: Class 37 contains 8235 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493040.000000 Penalty: 136683.125000
Iteration 300F: 39 clusters Score -2.35493e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 13787 members 
Mstep: Class 3 contains 13802 members 
Mstep: Class 4 contains 3304 members 
Mstep: Class 5 contains 42451 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4581 members 
Mstep: Class 8 contains 196131 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28479 members 
Mstep: Class 11 contains 17081 members 
Mstep: Class 12 contains 16723 members 
Mstep: Class 13 contains 56095 members 
Mstep: Class 14 contains 155836 members 
Mstep: Class 15 contains 29900 members 
Mstep: Class 16 contains 11563 members 
Mstep: Class 17 contains 10087 members 
Mstep: Class 18 contains 9048 members 
Mstep: Class 19 contains 14807 members 
Mstep: Class 20 contains 12291 members 
Mstep: Class 21 contains 171233 members 
Mstep: Class 22 contains 30101 members 
Mstep: Class 23 contains 24894 members 
Mstep: Class 24 contains 82291 members 
Mstep: Class 25 contains 24807 members 
Mstep: Class 26 contains 13549 members 
Mstep: Class 27 contains 332681 members 
Mstep: Class 28 contains 202702 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10085 members 
Mstep: Class 31 contains 9001 members 
Mstep: Class 32 contains 83381 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 223085 members 
Mstep: Class 35 contains 91423 members 
Mstep: Class 36 contains 20992 members 
Mstep: Class 37 contains 8235 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493008.000000 Penalty: 136683.125000
Iteration 301Q: 39 clusters Score -2.35493e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 13787 members 
Mstep: Class 3 contains 13802 members 
Mstep: Class 4 contains 3303 members 
Mstep: Class 5 contains 42452 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4578 members 
Mstep: Class 8 contains 196134 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28478 members 
Mstep: Class 11 contains 17082 members 
Mstep: Class 12 contains 16723 members 
Mstep: Class 13 contains 56093 members 
Mstep: Class 14 contains 155837 members 
Mstep: Class 15 contains 29907 members 
Mstep: Class 16 contains 11563 members 
Mstep: Class 17 contains 10086 members 
Mstep: Class 18 contains 9050 members 
Mstep: Class 19 contains 14807 members 
Mstep: Class 20 contains 12291 members 
Mstep: Class 21 contains 171235 members 
Mstep: Class 22 contains 30100 members 
Mstep: Class 23 contains 24893 members 
Mstep: Class 24 contains 82288 members 
Mstep: Class 25 contains 24807 members 
Mstep: Class 26 contains 13549 members 
Mstep: Class 27 contains 332680 members 
Mstep: Class 28 contains 202718 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10086 members 
Mstep: Class 31 contains 9001 members 
Mstep: Class 32 contains 83379 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 223055 members 
Mstep: Class 35 contains 91428 members 
Mstep: Class 36 contains 21000 members 
Mstep: Class 37 contains 8235 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493088.000000 Penalty: 136683.125000
Iteration 302Q: 39 clusters Score -2.354931e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 13788 members 
Mstep: Class 3 contains 13802 members 
Mstep: Class 4 contains 3303 members 
Mstep: Class 5 contains 42452 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4576 members 
Mstep: Class 8 contains 196135 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28478 members 
Mstep: Class 11 contains 17083 members 
Mstep: Class 12 contains 16725 members 
Mstep: Class 13 contains 56091 members 
Mstep: Class 14 contains 155835 members 
Mstep: Class 15 contains 29907 members 
Mstep: Class 16 contains 11563 members 
Mstep: Class 17 contains 10085 members 
Mstep: Class 18 contains 9048 members 
Mstep: Class 19 contains 14806 members 
Mstep: Class 20 contains 12291 members 
Mstep: Class 21 contains 171237 members 
Mstep: Class 22 contains 30106 members 
Mstep: Class 23 contains 24893 members 
Mstep: Class 24 contains 82287 members 
Mstep: Class 25 contains 24809 members 
Mstep: Class 26 contains 13550 members 
Mstep: Class 27 contains 332678 members 
Mstep: Class 28 contains 202744 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10086 members 
Mstep: Class 31 contains 9000 members 
Mstep: Class 32 contains 83379 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 223024 members 
Mstep: Class 35 contains 91430 members 
Mstep: Class 36 contains 21002 members 
Mstep: Class 37 contains 8235 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493056.000000 Penalty: 136683.125000
Iteration 303Q: 39 clusters Score -2.354931e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 13789 members 
Mstep: Class 3 contains 13801 members 
Mstep: Class 4 contains 3303 members 
Mstep: Class 5 contains 42452 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4575 members 
Mstep: Class 8 contains 196137 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28479 members 
Mstep: Class 11 contains 17085 members 
Mstep: Class 12 contains 16724 members 
Mstep: Class 13 contains 56090 members 
Mstep: Class 14 contains 155833 members 
Mstep: Class 15 contains 29906 members 
Mstep: Class 16 contains 11563 members 
Mstep: Class 17 contains 10086 members 
Mstep: Class 18 contains 9049 members 
Mstep: Class 19 contains 14805 members 
Mstep: Class 20 contains 12291 members 
Mstep: Class 21 contains 171235 members 
Mstep: Class 22 contains 30107 members 
Mstep: Class 23 contains 24893 members 
Mstep: Class 24 contains 82287 members 
Mstep: Class 25 contains 24811 members 
Mstep: Class 26 contains 13550 members 
Mstep: Class 27 contains 332671 members 
Mstep: Class 28 contains 202761 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10085 members 
Mstep: Class 31 contains 9002 members 
Mstep: Class 32 contains 83380 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 223010 members 
Mstep: Class 35 contains 91431 members 
Mstep: Class 36 contains 21004 members 
Mstep: Class 37 contains 8235 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493136.000000 Penalty: 136683.125000
Iteration 304Q: 39 clusters Score -2.354931e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 13788 members 
Mstep: Class 3 contains 13802 members 
Mstep: Class 4 contains 3304 members 
Mstep: Class 5 contains 42453 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4574 members 
Mstep: Class 8 contains 196138 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28480 members 
Mstep: Class 11 contains 17084 members 
Mstep: Class 12 contains 16724 members 
Mstep: Class 13 contains 56089 members 
Mstep: Class 14 contains 155833 members 
Mstep: Class 15 contains 29906 members 
Mstep: Class 16 contains 11563 members 
Mstep: Class 17 contains 10087 members 
Mstep: Class 18 contains 9049 members 
Mstep: Class 19 contains 14804 members 
Mstep: Class 20 contains 12291 members 
Mstep: Class 21 contains 171236 members 
Mstep: Class 22 contains 30107 members 
Mstep: Class 23 contains 24893 members 
Mstep: Class 24 contains 82285 members 
Mstep: Class 25 contains 24813 members 
Mstep: Class 26 contains 13550 members 
Mstep: Class 27 contains 332669 members 
Mstep: Class 28 contains 202782 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10085 members 
Mstep: Class 31 contains 9003 members 
Mstep: Class 32 contains 83380 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222992 members 
Mstep: Class 35 contains 91433 members 
Mstep: Class 36 contains 20999 members 
Mstep: Class 37 contains 8235 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493296.000000 Penalty: 136683.125000
Iteration 305Q: 39 clusters Score -2.354933e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 13788 members 
Mstep: Class 3 contains 13802 members 
Mstep: Class 4 contains 3305 members 
Mstep: Class 5 contains 42454 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4573 members 
Mstep: Class 8 contains 196142 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28480 members 
Mstep: Class 11 contains 17084 members 
Mstep: Class 12 contains 16724 members 
Mstep: Class 13 contains 56088 members 
Mstep: Class 14 contains 155829 members 
Mstep: Class 15 contains 29907 members 
Mstep: Class 16 contains 11563 members 
Mstep: Class 17 contains 10087 members 
Mstep: Class 18 contains 9049 members 
Mstep: Class 19 contains 14805 members 
Mstep: Class 20 contains 12291 members 
Mstep: Class 21 contains 171236 members 
Mstep: Class 22 contains 30106 members 
Mstep: Class 23 contains 24893 members 
Mstep: Class 24 contains 82285 members 
Mstep: Class 25 contains 24814 members 
Mstep: Class 26 contains 13550 members 
Mstep: Class 27 contains 332664 members 
Mstep: Class 28 contains 202806 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10085 members 
Mstep: Class 31 contains 9003 members 
Mstep: Class 32 contains 83381 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222966 members 
Mstep: Class 35 contains 91438 members 
Mstep: Class 36 contains 21001 members 
Mstep: Class 37 contains 8235 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493376.000000 Penalty: 136683.125000
Iteration 306Q: 39 clusters Score -2.354934e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 13788 members 
Mstep: Class 3 contains 13801 members 
Mstep: Class 4 contains 3305 members 
Mstep: Class 5 contains 42454 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4574 members 
Mstep: Class 8 contains 196144 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28481 members 
Mstep: Class 11 contains 17084 members 
Mstep: Class 12 contains 16724 members 
Mstep: Class 13 contains 56088 members 
Mstep: Class 14 contains 155828 members 
Mstep: Class 15 contains 29910 members 
Mstep: Class 16 contains 11563 members 
Mstep: Class 17 contains 10087 members 
Mstep: Class 18 contains 9049 members 
Mstep: Class 19 contains 14807 members 
Mstep: Class 20 contains 12292 members 
Mstep: Class 21 contains 171235 members 
Mstep: Class 22 contains 30106 members 
Mstep: Class 23 contains 24893 members 
Mstep: Class 24 contains 82285 members 
Mstep: Class 25 contains 24813 members 
Mstep: Class 26 contains 13551 members 
Mstep: Class 27 contains 332659 members 
Mstep: Class 28 contains 202839 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10085 members 
Mstep: Class 31 contains 9003 members 
Mstep: Class 32 contains 83383 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222932 members 
Mstep: Class 35 contains 91434 members 
Mstep: Class 36 contains 21004 members 
Mstep: Class 37 contains 8234 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493120.000000 Penalty: 136683.125000
Iteration 307Q: 39 clusters Score -2.354931e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 13787 members 
Mstep: Class 3 contains 13801 members 
Mstep: Class 4 contains 3305 members 
Mstep: Class 5 contains 42451 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4574 members 
Mstep: Class 8 contains 196149 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28486 members 
Mstep: Class 11 contains 17084 members 
Mstep: Class 12 contains 16724 members 
Mstep: Class 13 contains 56087 members 
Mstep: Class 14 contains 155827 members 
Mstep: Class 15 contains 29909 members 
Mstep: Class 16 contains 11563 members 
Mstep: Class 17 contains 10087 members 
Mstep: Class 18 contains 9049 members 
Mstep: Class 19 contains 14808 members 
Mstep: Class 20 contains 12292 members 
Mstep: Class 21 contains 171241 members 
Mstep: Class 22 contains 30106 members 
Mstep: Class 23 contains 24893 members 
Mstep: Class 24 contains 82283 members 
Mstep: Class 25 contains 24813 members 
Mstep: Class 26 contains 13551 members 
Mstep: Class 27 contains 332660 members 
Mstep: Class 28 contains 202854 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10085 members 
Mstep: Class 31 contains 9003 members 
Mstep: Class 32 contains 83383 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222905 members 
Mstep: Class 35 contains 91437 members 
Mstep: Class 36 contains 21003 members 
Mstep: Class 37 contains 8235 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493184.000000 Penalty: 136683.125000
Iteration 308Q: 39 clusters Score -2.354932e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 13787 members 
Mstep: Class 3 contains 13801 members 
Mstep: Class 4 contains 3305 members 
Mstep: Class 5 contains 42450 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4574 members 
Mstep: Class 8 contains 196152 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28486 members 
Mstep: Class 11 contains 17084 members 
Mstep: Class 12 contains 16724 members 
Mstep: Class 13 contains 56087 members 
Mstep: Class 14 contains 155826 members 
Mstep: Class 15 contains 29909 members 
Mstep: Class 16 contains 11564 members 
Mstep: Class 17 contains 10088 members 
Mstep: Class 18 contains 9049 members 
Mstep: Class 19 contains 14809 members 
Mstep: Class 20 contains 12292 members 
Mstep: Class 21 contains 171239 members 
Mstep: Class 22 contains 30106 members 
Mstep: Class 23 contains 24892 members 
Mstep: Class 24 contains 82284 members 
Mstep: Class 25 contains 24813 members 
Mstep: Class 26 contains 13551 members 
Mstep: Class 27 contains 332664 members 
Mstep: Class 28 contains 202871 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10085 members 
Mstep: Class 31 contains 9003 members 
Mstep: Class 32 contains 83382 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222876 members 
Mstep: Class 35 contains 91445 members 
Mstep: Class 36 contains 21002 members 
Mstep: Class 37 contains 8235 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493136.000000 Penalty: 136683.125000
Iteration 309Q: 39 clusters Score -2.354931e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 13787 members 
Mstep: Class 3 contains 13802 members 
Mstep: Class 4 contains 3305 members 
Mstep: Class 5 contains 42450 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4574 members 
Mstep: Class 8 contains 196151 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28485 members 
Mstep: Class 11 contains 17084 members 
Mstep: Class 12 contains 16724 members 
Mstep: Class 13 contains 56087 members 
Mstep: Class 14 contains 155826 members 
Mstep: Class 15 contains 29912 members 
Mstep: Class 16 contains 11565 members 
Mstep: Class 17 contains 10088 members 
Mstep: Class 18 contains 9049 members 
Mstep: Class 19 contains 14811 members 
Mstep: Class 20 contains 12293 members 
Mstep: Class 21 contains 171243 members 
Mstep: Class 22 contains 30105 members 
Mstep: Class 23 contains 24892 members 
Mstep: Class 24 contains 82282 members 
Mstep: Class 25 contains 24813 members 
Mstep: Class 26 contains 13551 members 
Mstep: Class 27 contains 332672 members 
Mstep: Class 28 contains 202884 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10087 members 
Mstep: Class 31 contains 9004 members 
Mstep: Class 32 contains 83384 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222845 members 
Mstep: Class 35 contains 91445 members 
Mstep: Class 36 contains 21000 members 
Mstep: Class 37 contains 8235 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493056.000000 Penalty: 136683.125000
Iteration 310Q: 39 clusters Score -2.354931e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 13787 members 
Mstep: Class 3 contains 13802 members 
Mstep: Class 4 contains 3305 members 
Mstep: Class 5 contains 42451 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4574 members 
Mstep: Class 8 contains 196149 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28487 members 
Mstep: Class 11 contains 17084 members 
Mstep: Class 12 contains 16724 members 
Mstep: Class 13 contains 56087 members 
Mstep: Class 14 contains 155829 members 
Mstep: Class 15 contains 29920 members 
Mstep: Class 16 contains 11566 members 
Mstep: Class 17 contains 10086 members 
Mstep: Class 18 contains 9049 members 
Mstep: Class 19 contains 14811 members 
Mstep: Class 20 contains 12294 members 
Mstep: Class 21 contains 171249 members 
Mstep: Class 22 contains 30106 members 
Mstep: Class 23 contains 24893 members 
Mstep: Class 24 contains 82280 members 
Mstep: Class 25 contains 24813 members 
Mstep: Class 26 contains 13551 members 
Mstep: Class 27 contains 332668 members 
Mstep: Class 28 contains 202912 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10087 members 
Mstep: Class 31 contains 9004 members 
Mstep: Class 32 contains 83386 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222800 members 
Mstep: Class 35 contains 91448 members 
Mstep: Class 36 contains 20998 members 
Mstep: Class 37 contains 8235 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493344.000000 Penalty: 136683.125000
Iteration 311Q: 39 clusters Score -2.354933e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 13787 members 
Mstep: Class 3 contains 13803 members 
Mstep: Class 4 contains 3306 members 
Mstep: Class 5 contains 42448 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4574 members 
Mstep: Class 8 contains 196143 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28484 members 
Mstep: Class 11 contains 17084 members 
Mstep: Class 12 contains 16724 members 
Mstep: Class 13 contains 56088 members 
Mstep: Class 14 contains 155829 members 
Mstep: Class 15 contains 29926 members 
Mstep: Class 16 contains 11567 members 
Mstep: Class 17 contains 10086 members 
Mstep: Class 18 contains 9048 members 
Mstep: Class 19 contains 14810 members 
Mstep: Class 20 contains 12295 members 
Mstep: Class 21 contains 171251 members 
Mstep: Class 22 contains 30106 members 
Mstep: Class 23 contains 24893 members 
Mstep: Class 24 contains 82280 members 
Mstep: Class 25 contains 24813 members 
Mstep: Class 26 contains 13551 members 
Mstep: Class 27 contains 332674 members 
Mstep: Class 28 contains 202962 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10087 members 
Mstep: Class 31 contains 9004 members 
Mstep: Class 32 contains 83388 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222746 members 
Mstep: Class 35 contains 91447 members 
Mstep: Class 36 contains 20996 members 
Mstep: Class 37 contains 8235 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493344.000000 Penalty: 136683.125000
Iteration 312Q: 39 clusters Score -2.354933e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 13787 members 
Mstep: Class 3 contains 13804 members 
Mstep: Class 4 contains 3305 members 
Mstep: Class 5 contains 42446 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4574 members 
Mstep: Class 8 contains 196143 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28484 members 
Mstep: Class 11 contains 17084 members 
Mstep: Class 12 contains 16724 members 
Mstep: Class 13 contains 56089 members 
Mstep: Class 14 contains 155828 members 
Mstep: Class 15 contains 29927 members 
Mstep: Class 16 contains 11568 members 
Mstep: Class 17 contains 10086 members 
Mstep: Class 18 contains 9048 members 
Mstep: Class 19 contains 14810 members 
Mstep: Class 20 contains 12295 members 
Mstep: Class 21 contains 171256 members 
Mstep: Class 22 contains 30107 members 
Mstep: Class 23 contains 24893 members 
Mstep: Class 24 contains 82280 members 
Mstep: Class 25 contains 24813 members 
Mstep: Class 26 contains 13551 members 
Mstep: Class 27 contains 332676 members 
Mstep: Class 28 contains 203012 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10086 members 
Mstep: Class 31 contains 9004 members 
Mstep: Class 32 contains 83387 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222687 members 
Mstep: Class 35 contains 91450 members 
Mstep: Class 36 contains 20996 members 
Mstep: Class 37 contains 8235 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493392.000000 Penalty: 136683.125000
Iteration 313Q: 39 clusters Score -2.354934e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 13787 members 
Mstep: Class 3 contains 13803 members 
Mstep: Class 4 contains 3305 members 
Mstep: Class 5 contains 42446 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4574 members 
Mstep: Class 8 contains 196151 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28485 members 
Mstep: Class 11 contains 17084 members 
Mstep: Class 12 contains 16724 members 
Mstep: Class 13 contains 56089 members 
Mstep: Class 14 contains 155825 members 
Mstep: Class 15 contains 29930 members 
Mstep: Class 16 contains 11568 members 
Mstep: Class 17 contains 10086 members 
Mstep: Class 18 contains 9048 members 
Mstep: Class 19 contains 14811 members 
Mstep: Class 20 contains 12295 members 
Mstep: Class 21 contains 171266 members 
Mstep: Class 22 contains 30109 members 
Mstep: Class 23 contains 24893 members 
Mstep: Class 24 contains 82279 members 
Mstep: Class 25 contains 24815 members 
Mstep: Class 26 contains 13551 members 
Mstep: Class 27 contains 332673 members 
Mstep: Class 28 contains 203039 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10088 members 
Mstep: Class 31 contains 9004 members 
Mstep: Class 32 contains 83384 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222648 members 
Mstep: Class 35 contains 91453 members 
Mstep: Class 36 contains 20987 members 
Mstep: Class 37 contains 8235 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493408.000000 Penalty: 136683.125000
Iteration 314Q: 39 clusters Score -2.354934e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 13788 members 
Mstep: Class 3 contains 13801 members 
Mstep: Class 4 contains 3305 members 
Mstep: Class 5 contains 42446 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4573 members 
Mstep: Class 8 contains 196152 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28485 members 
Mstep: Class 11 contains 17084 members 
Mstep: Class 12 contains 16723 members 
Mstep: Class 13 contains 56089 members 
Mstep: Class 14 contains 155821 members 
Mstep: Class 15 contains 29938 members 
Mstep: Class 16 contains 11568 members 
Mstep: Class 17 contains 10086 members 
Mstep: Class 18 contains 9048 members 
Mstep: Class 19 contains 14812 members 
Mstep: Class 20 contains 12296 members 
Mstep: Class 21 contains 171277 members 
Mstep: Class 22 contains 30107 members 
Mstep: Class 23 contains 24893 members 
Mstep: Class 24 contains 82280 members 
Mstep: Class 25 contains 24815 members 
Mstep: Class 26 contains 13551 members 
Mstep: Class 27 contains 332674 members 
Mstep: Class 28 contains 203060 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10089 members 
Mstep: Class 31 contains 9003 members 
Mstep: Class 32 contains 83384 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222610 members 
Mstep: Class 35 contains 91456 members 
Mstep: Class 36 contains 20986 members 
Mstep: Class 37 contains 8235 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493392.000000 Penalty: 136683.125000
Iteration 315Q: 39 clusters Score -2.354934e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 13787 members 
Mstep: Class 3 contains 13801 members 
Mstep: Class 4 contains 3305 members 
Mstep: Class 5 contains 42446 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4572 members 
Mstep: Class 8 contains 196160 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28485 members 
Mstep: Class 11 contains 17084 members 
Mstep: Class 12 contains 16723 members 
Mstep: Class 13 contains 56087 members 
Mstep: Class 14 contains 155821 members 
Mstep: Class 15 contains 29945 members 
Mstep: Class 16 contains 11568 members 
Mstep: Class 17 contains 10086 members 
Mstep: Class 18 contains 9049 members 
Mstep: Class 19 contains 14813 members 
Mstep: Class 20 contains 12297 members 
Mstep: Class 21 contains 171278 members 
Mstep: Class 22 contains 30107 members 
Mstep: Class 23 contains 24893 members 
Mstep: Class 24 contains 82281 members 
Mstep: Class 25 contains 24815 members 
Mstep: Class 26 contains 13552 members 
Mstep: Class 27 contains 332676 members 
Mstep: Class 28 contains 203072 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10088 members 
Mstep: Class 31 contains 9003 members 
Mstep: Class 32 contains 83384 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222581 members 
Mstep: Class 35 contains 91455 members 
Mstep: Class 36 contains 20986 members 
Mstep: Class 37 contains 8235 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493248.000000 Penalty: 136683.125000
Iteration 316Q: 39 clusters Score -2.354932e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 13788 members 
Mstep: Class 3 contains 13803 members 
Mstep: Class 4 contains 3305 members 
Mstep: Class 5 contains 42447 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4569 members 
Mstep: Class 8 contains 196162 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28486 members 
Mstep: Class 11 contains 17084 members 
Mstep: Class 12 contains 16723 members 
Mstep: Class 13 contains 56087 members 
Mstep: Class 14 contains 155821 members 
Mstep: Class 15 contains 29951 members 
Mstep: Class 16 contains 11568 members 
Mstep: Class 17 contains 10086 members 
Mstep: Class 18 contains 9049 members 
Mstep: Class 19 contains 14812 members 
Mstep: Class 20 contains 12299 members 
Mstep: Class 21 contains 171276 members 
Mstep: Class 22 contains 30107 members 
Mstep: Class 23 contains 24893 members 
Mstep: Class 24 contains 82281 members 
Mstep: Class 25 contains 24816 members 
Mstep: Class 26 contains 13552 members 
Mstep: Class 27 contains 332671 members 
Mstep: Class 28 contains 203082 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10088 members 
Mstep: Class 31 contains 9003 members 
Mstep: Class 32 contains 83385 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222561 members 
Mstep: Class 35 contains 91454 members 
Mstep: Class 36 contains 20992 members 
Mstep: Class 37 contains 8235 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493472.000000 Penalty: 136683.125000
Iteration 317Q: 39 clusters Score -2.354935e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 13787 members 
Mstep: Class 3 contains 13806 members 
Mstep: Class 4 contains 3305 members 
Mstep: Class 5 contains 42448 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4567 members 
Mstep: Class 8 contains 196164 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28487 members 
Mstep: Class 11 contains 17085 members 
Mstep: Class 12 contains 16723 members 
Mstep: Class 13 contains 56088 members 
Mstep: Class 14 contains 155821 members 
Mstep: Class 15 contains 29956 members 
Mstep: Class 16 contains 11568 members 
Mstep: Class 17 contains 10086 members 
Mstep: Class 18 contains 9049 members 
Mstep: Class 19 contains 14811 members 
Mstep: Class 20 contains 12296 members 
Mstep: Class 21 contains 171270 members 
Mstep: Class 22 contains 30106 members 
Mstep: Class 23 contains 24893 members 
Mstep: Class 24 contains 82281 members 
Mstep: Class 25 contains 24818 members 
Mstep: Class 26 contains 13552 members 
Mstep: Class 27 contains 332669 members 
Mstep: Class 28 contains 203109 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10088 members 
Mstep: Class 31 contains 9003 members 
Mstep: Class 32 contains 83383 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222534 members 
Mstep: Class 35 contains 91446 members 
Mstep: Class 36 contains 21003 members 
Mstep: Class 37 contains 8235 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493344.000000 Penalty: 136683.125000
Iteration 318Q: 39 clusters Score -2.354933e+08 nChanged 142
Entering ConstructFrom: 
Score: -235493344.000000 Penalty: 136683.125000
Entering ConstructFrom: 
Trying to split cluster 1 (16027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Entering Unmasked Estep 
Score: -1900274.375000 Penalty: 2401.143311
	Iteration 0F: 2 clusters Score -1900274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1888765.000000 Penalty: 4802.286621
	Iteration 0F: 3 clusters Score -1888765 nChanged 7061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1892638.125000 Penalty: 4802.286621
	Iteration 1F: 3 clusters Score -1892638 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1893148.750000 Penalty: 4802.286621
	Iteration 2F: 3 clusters Score -1893149 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1893619.250000 Penalty: 4802.286621
	Iteration 3F: 3 clusters Score -1893619 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1894051.250000 Penalty: 4802.286621
	Iteration 4F: 3 clusters Score -1894051 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1894510.625000 Penalty: 4802.286621
	Iteration 5F: 3 clusters Score -1894511 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1895030.750000 Penalty: 4802.286621
	Iteration 6F: 3 clusters Score -1895031 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1895535.250000 Penalty: 4802.286621
	Iteration 7F: 3 clusters Score -1895535 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1896012.375000 Penalty: 4802.286621
	Iteration 8F: 3 clusters Score -1896012 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1896401.125000 Penalty: 4802.286621
	Iteration 9Q: 3 clusters Score -1896401 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1896681.125000 Penalty: 4802.286621
	Iteration 10Q: 3 clusters Score -1896681 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -1896898.625000 Penalty: 4802.286621
	Iteration 11Q: 3 clusters Score -1896899 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1897079.250000 Penalty: 4802.286621
	Iteration 12Q: 3 clusters Score -1897079 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1897220.500000 Penalty: 4802.286621
	Iteration 13Q: 3 clusters Score -1897220 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1897350.250000 Penalty: 4802.286621
	Iteration 14Q: 3 clusters Score -1897350 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1897468.875000 Penalty: 4802.286621
	Iteration 15Q: 3 clusters Score -1897469 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1897575.000000 Penalty: 4802.286621
	Iteration 16Q: 3 clusters Score -1897575 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -1897654.125000 Penalty: 4802.286621
	Iteration 17Q: 3 clusters Score -1897654 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -1897729.250000 Penalty: 4802.286621
	Iteration 18Q: 3 clusters Score -1897729 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -1897809.625000 Penalty: 4802.286621
	Iteration 19Q: 3 clusters Score -1897810 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -1897885.750000 Penalty: 4802.286621
	Iteration 20F: 3 clusters Score -1897886 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -1897954.125000 Penalty: 4802.286621
	Iteration 21Q: 3 clusters Score -1897954 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -1897998.125000 Penalty: 4802.286621
	Iteration 22Q: 3 clusters Score -1897998 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -1898027.500000 Penalty: 4802.286621
	Iteration 23Q: 3 clusters Score -1898028 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -1898059.875000 Penalty: 4802.286621
	Iteration 24Q: 3 clusters Score -1898060 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -1898087.625000 Penalty: 4802.286621
	Iteration 25Q: 3 clusters Score -1898088 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -1898098.875000 Penalty: 4802.286621
	Iteration 26Q: 3 clusters Score -1898099 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -1898118.500000 Penalty: 4802.286621
	Iteration 27Q: 3 clusters Score -1898118 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -1898128.250000 Penalty: 4802.286621
	Iteration 28Q: 3 clusters Score -1898128 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -1898151.125000 Penalty: 4802.286621
	Iteration 29Q: 3 clusters Score -1898151 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -1898159.875000 Penalty: 4802.286621
	Iteration 30Q: 3 clusters Score -1898160 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -1898188.250000 Penalty: 4802.286621
	Iteration 31Q: 3 clusters Score -1898188 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -1898206.250000 Penalty: 4802.286621
	Iteration 32Q: 3 clusters Score -1898206 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -1898224.625000 Penalty: 4802.286621
	Iteration 33Q: 3 clusters Score -1898225 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -1898240.375000 Penalty: 4802.286621
	Iteration 34Q: 3 clusters Score -1898240 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -1898252.250000 Penalty: 4802.286621
	Iteration 35Q: 3 clusters Score -1898252 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -1898276.375000 Penalty: 4802.286621
	Iteration 36Q: 3 clusters Score -1898276 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -1898284.500000 Penalty: 4802.286621
	Iteration 37Q: 3 clusters Score -1898284 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -1898296.625000 Penalty: 4802.286621
	Iteration 38Q: 3 clusters Score -1898297 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -1898316.375000 Penalty: 4802.286621
	Iteration 39Q: 3 clusters Score -1898316 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -1898338.250000 Penalty: 4802.286621
	Iteration 40F: 3 clusters Score -1898338 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -1898349.375000 Penalty: 4802.286621
	Iteration 41Q: 3 clusters Score -1898349 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -1898358.250000 Penalty: 4802.286621
	Iteration 42Q: 3 clusters Score -1898358 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -1898370.375000 Penalty: 4802.286621
	Iteration 43Q: 3 clusters Score -1898370 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -1898383.875000 Penalty: 4802.286621
	Iteration 44Q: 3 clusters Score -1898384 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -1898402.875000 Penalty: 4802.286621
	Iteration 45Q: 3 clusters Score -1898403 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -1898410.375000 Penalty: 4802.286621
	Iteration 46Q: 3 clusters Score -1898410 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -1898423.250000 Penalty: 4802.286621
	Iteration 47Q: 3 clusters Score -1898423 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -1898435.250000 Penalty: 4802.286621
	Iteration 48Q: 3 clusters Score -1898435 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -1898446.000000 Penalty: 4802.286621
	Iteration 49Q: 3 clusters Score -1898446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -1898450.750000 Penalty: 4802.286621
	Iteration 50Q: 3 clusters Score -1898451 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -1898451.625000 Penalty: 4802.286621
	Iteration 51Q: 3 clusters Score -1898452 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -1898460.375000 Penalty: 4802.286621
	Iteration 52Q: 3 clusters Score -1898460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -1898466.250000 Penalty: 4802.286621
	Iteration 53Q: 3 clusters Score -1898466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -1898470.250000 Penalty: 4802.286621
	Iteration 54Q: 3 clusters Score -1898470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -1898467.875000 Penalty: 4802.286621
	Iteration 55Q: 3 clusters Score -1898468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -1898470.125000 Penalty: 4802.286621
	Iteration 56Q: 3 clusters Score -1898470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -1898471.375000 Penalty: 4802.286621
	Iteration 57Q: 3 clusters Score -1898471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -1898472.750000 Penalty: 4802.286621
	Iteration 58Q: 3 clusters Score -1898473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -1898471.750000 Penalty: 4802.286621
	Iteration 59Q: 3 clusters Score -1898472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -1898474.250000 Penalty: 4802.286621
	Iteration 60F: 3 clusters Score -1898474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -1898476.875000 Penalty: 4802.286621
	Iteration 61Q: 3 clusters Score -1898477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -1898475.375000 Penalty: 4802.286621
	Iteration 62Q: 3 clusters Score -1898475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -1898477.500000 Penalty: 4802.286621
	Iteration 63Q: 3 clusters Score -1898478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -1898480.250000 Penalty: 4802.286621
	Iteration 64Q: 3 clusters Score -1898480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -1898477.875000 Penalty: 4802.286621
	Iteration 65Q: 3 clusters Score -1898478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -1898477.875000 Penalty: 4802.286621
	Iteration 66F: 3 clusters Score -1898478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Entering Unmasked Estep 
Score: -1587533.750000 Penalty: 2363.807373
	Iteration 0F: 2 clusters Score -1587534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1577528.250000 Penalty: 4727.614746
	Iteration 0F: 3 clusters Score -1577528 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1580953.750000 Penalty: 4727.614746
	Iteration 1F: 3 clusters Score -1580954 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1581537.250000 Penalty: 4727.614746
	Iteration 2F: 3 clusters Score -1581537 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1582119.250000 Penalty: 4727.614746
	Iteration 3F: 3 clusters Score -1582119 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1582834.750000 Penalty: 4727.614746
	Iteration 4F: 3 clusters Score -1582835 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1583764.375000 Penalty: 4727.614746
	Iteration 5F: 3 clusters Score -1583764 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1584830.250000 Penalty: 4727.614746
	Iteration 6F: 3 clusters Score -1584830 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1585664.375000 Penalty: 4727.614746
	Iteration 7F: 3 clusters Score -1585664 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1586179.875000 Penalty: 4727.614746
	Iteration 8F: 3 clusters Score -1586180 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1586451.875000 Penalty: 4727.614746
	Iteration 9Q: 3 clusters Score -1586452 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1586593.625000 Penalty: 4727.614746
	Iteration 10Q: 3 clusters Score -1586594 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1586674.000000 Penalty: 4727.614746
	Iteration 11Q: 3 clusters Score -1586674 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1586716.625000 Penalty: 4727.614746
	Iteration 12Q: 3 clusters Score -1586717 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1586742.250000 Penalty: 4727.614746
	Iteration 13Q: 3 clusters Score -1586742 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1586753.500000 Penalty: 4727.614746
	Iteration 14Q: 3 clusters Score -1586754 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1586762.625000 Penalty: 4727.614746
	Iteration 15Q: 3 clusters Score -1586763 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1586772.000000 Penalty: 4727.614746
	Iteration 16Q: 3 clusters Score -1586772 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1586784.250000 Penalty: 4727.614746
	Iteration 17Q: 3 clusters Score -1586784 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1586790.875000 Penalty: 4727.614746
	Iteration 18Q: 3 clusters Score -1586791 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1586800.875000 Penalty: 4727.614746
	Iteration 19Q: 3 clusters Score -1586801 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1586800.250000 Penalty: 4727.614746
	Iteration 20F: 3 clusters Score -1586800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1586809.250000 Penalty: 4727.614746
	Iteration 21Q: 3 clusters Score -1586809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1586811.500000 Penalty: 4727.614746
	Iteration 22Q: 3 clusters Score -1586812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1586812.625000 Penalty: 4727.614746
	Iteration 23Q: 3 clusters Score -1586813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1586817.000000 Penalty: 4727.614746
	Iteration 24Q: 3 clusters Score -1586817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1586817.125000 Penalty: 4727.614746
	Iteration 25Q: 3 clusters Score -1586817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1586812.625000 Penalty: 4727.614746
	Iteration 26Q: 3 clusters Score -1586813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1586812.000000 Penalty: 4727.614746
	Iteration 27Q: 3 clusters Score -1586812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1586817.000000 Penalty: 4727.614746
	Iteration 28Q: 3 clusters Score -1586817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1586815.250000 Penalty: 4727.614746
	Iteration 29Q: 3 clusters Score -1586815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1586814.625000 Penalty: 4727.614746
	Iteration 30Q: 3 clusters Score -1586815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1586813.750000 Penalty: 4727.614746
	Iteration 31Q: 3 clusters Score -1586814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1586820.250000 Penalty: 4727.614746
	Iteration 32Q: 3 clusters Score -1586820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1586821.375000 Penalty: 4727.614746
	Iteration 33Q: 3 clusters Score -1586821 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1586821.500000 Penalty: 4727.614746
	Iteration 34Q: 3 clusters Score -1586822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1586828.500000 Penalty: 4727.614746
	Iteration 35Q: 3 clusters Score -1586828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1586828.625000 Penalty: 4727.614746
	Iteration 36Q: 3 clusters Score -1586829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1586828.250000 Penalty: 4727.614746
	Iteration 37Q: 3 clusters Score -1586828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1586834.000000 Penalty: 4727.614746
	Iteration 38Q: 3 clusters Score -1586834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1586833.250000 Penalty: 4727.614746
	Iteration 39Q: 3 clusters Score -1586833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1586833.750000 Penalty: 4727.614746
	Iteration 40F: 3 clusters Score -1586834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1586831.000000 Penalty: 4727.614746
	Iteration 41Q: 3 clusters Score -1586831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1586829.625000 Penalty: 4727.614746
	Iteration 42Q: 3 clusters Score -1586830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1586831.250000 Penalty: 4727.614746
	Iteration 43Q: 3 clusters Score -1586831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1586833.250000 Penalty: 4727.614746
	Iteration 44Q: 3 clusters Score -1586833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1586834.625000 Penalty: 4727.614746
	Iteration 45Q: 3 clusters Score -1586835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1586836.875000 Penalty: 4727.614746
	Iteration 46Q: 3 clusters Score -1586837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1586836.500000 Penalty: 4727.614746
	Iteration 47Q: 3 clusters Score -1586836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1586836.750000 Penalty: 4727.614746
	Iteration 48Q: 3 clusters Score -1586837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1586836.750000 Penalty: 4727.614746
	Iteration 49F: 3 clusters Score -1586837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Entering Unmasked Estep 
Score: -1669842.875000 Penalty: 2364.166992
	Iteration 0F: 2 clusters Score -1669843 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 6920 members 
Entering Unmasked Estep 
Score: -1659826.875000 Penalty: 4728.333984
	Iteration 0F: 3 clusters Score -1659827 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1663080.875000 Penalty: 4728.333984
	Iteration 1F: 3 clusters Score -1663081 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1663428.625000 Penalty: 4728.333984
	Iteration 2F: 3 clusters Score -1663429 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1663658.375000 Penalty: 4728.333984
	Iteration 3Q: 3 clusters Score -1663658 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1663843.750000 Penalty: 4728.333984
	Iteration 4Q: 3 clusters Score -1663844 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1663994.625000 Penalty: 4728.333984
	Iteration 5Q: 3 clusters Score -1663995 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1664142.500000 Penalty: 4728.333984
	Iteration 6Q: 3 clusters Score -1664142 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1664297.250000 Penalty: 4728.333984
	Iteration 7Q: 3 clusters Score -1664297 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1664438.750000 Penalty: 4728.333984
	Iteration 8Q: 3 clusters Score -1664439 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1664592.875000 Penalty: 4728.333984
	Iteration 9Q: 3 clusters Score -1664593 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1664761.000000 Penalty: 4728.333984
	Iteration 10Q: 3 clusters Score -1664761 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1664944.875000 Penalty: 4728.333984
	Iteration 11Q: 3 clusters Score -1664945 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1665164.125000 Penalty: 4728.333984
	Iteration 12Q: 3 clusters Score -1665164 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1665410.125000 Penalty: 4728.333984
	Iteration 13Q: 3 clusters Score -1665410 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1665700.875000 Penalty: 4728.333984
	Iteration 14Q: 3 clusters Score -1665701 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1666017.375000 Penalty: 4728.333984
	Iteration 15Q: 3 clusters Score -1666017 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1666341.125000 Penalty: 4728.333984
	Iteration 16Q: 3 clusters Score -1666341 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1666656.375000 Penalty: 4728.333984
	Iteration 17Q: 3 clusters Score -1666656 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1666934.625000 Penalty: 4728.333984
	Iteration 18Q: 3 clusters Score -1666935 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -1667154.500000 Penalty: 4728.333984
	Iteration 19Q: 3 clusters Score -1667154 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1667326.625000 Penalty: 4728.333984
	Iteration 20F: 3 clusters Score -1667327 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1667449.000000 Penalty: 4728.333984
	Iteration 21Q: 3 clusters Score -1667449 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1667546.375000 Penalty: 4728.333984
	Iteration 22Q: 3 clusters Score -1667546 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1667599.500000 Penalty: 4728.333984
	Iteration 23Q: 3 clusters Score -1667600 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1667634.625000 Penalty: 4728.333984
	Iteration 24Q: 3 clusters Score -1667635 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1667662.625000 Penalty: 4728.333984
	Iteration 25Q: 3 clusters Score -1667663 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1667691.500000 Penalty: 4728.333984
	Iteration 26Q: 3 clusters Score -1667692 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1667715.250000 Penalty: 4728.333984
	Iteration 27Q: 3 clusters Score -1667715 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1667745.500000 Penalty: 4728.333984
	Iteration 28Q: 3 clusters Score -1667746 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1667771.750000 Penalty: 4728.333984
	Iteration 29Q: 3 clusters Score -1667772 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -1667796.125000 Penalty: 4728.333984
	Iteration 30Q: 3 clusters Score -1667796 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1667816.000000 Penalty: 4728.333984
	Iteration 31Q: 3 clusters Score -1667816 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1667833.000000 Penalty: 4728.333984
	Iteration 32Q: 3 clusters Score -1667833 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1667842.625000 Penalty: 4728.333984
	Iteration 33Q: 3 clusters Score -1667843 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -1667858.375000 Penalty: 4728.333984
	Iteration 34Q: 3 clusters Score -1667858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1667866.375000 Penalty: 4728.333984
	Iteration 35Q: 3 clusters Score -1667866 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1667872.125000 Penalty: 4728.333984
	Iteration 36Q: 3 clusters Score -1667872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1667880.250000 Penalty: 4728.333984
	Iteration 37Q: 3 clusters Score -1667880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1667883.375000 Penalty: 4728.333984
	Iteration 38Q: 3 clusters Score -1667883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -1667884.125000 Penalty: 4728.333984
	Iteration 39Q: 3 clusters Score -1667884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -1667890.000000 Penalty: 4728.333984
	Iteration 40F: 3 clusters Score -1667890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -1667889.750000 Penalty: 4728.333984
	Iteration 41Q: 3 clusters Score -1667890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1667894.500000 Penalty: 4728.333984
	Iteration 42Q: 3 clusters Score -1667894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1667894.375000 Penalty: 4728.333984
	Iteration 43Q: 3 clusters Score -1667894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1667894.250000 Penalty: 4728.333984
	Iteration 44Q: 3 clusters Score -1667894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -1667893.750000 Penalty: 4728.333984
	Iteration 45Q: 3 clusters Score -1667894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -1667893.750000 Penalty: 4728.333984
	Iteration 46F: 3 clusters Score -1667894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Entering Unmasked Estep 
Score: -346668.625000 Penalty: 2009.591431
	Iteration 0F: 2 clusters Score -346668.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -343245.593750 Penalty: 4019.182861
	Iteration 0F: 3 clusters Score -343245.6 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -344163.843750 Penalty: 4019.182861
	Iteration 1F: 3 clusters Score -344163.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -344512.218750 Penalty: 4019.182861
	Iteration 2F: 3 clusters Score -344512.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -344765.156250 Penalty: 4019.182861
	Iteration 3F: 3 clusters Score -344765.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -344979.875000 Penalty: 4019.182861
	Iteration 4F: 3 clusters Score -344979.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -345184.156250 Penalty: 4019.182861
	Iteration 5Q: 3 clusters Score -345184.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -345460.156250 Penalty: 4019.182861
	Iteration 6Q: 3 clusters Score -345460.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -345741.093750 Penalty: 4019.182861
	Iteration 7Q: 3 clusters Score -345741.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -345958.031250 Penalty: 4019.182861
	Iteration 8Q: 3 clusters Score -345958 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -346080.593750 Penalty: 4019.182861
	Iteration 9Q: 3 clusters Score -346080.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -346146.500000 Penalty: 4019.182861
	Iteration 10Q: 3 clusters Score -346146.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -346187.031250 Penalty: 4019.182861
	Iteration 11Q: 3 clusters Score -346187 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -346215.062500 Penalty: 4019.182861
	Iteration 12Q: 3 clusters Score -346215.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -346234.500000 Penalty: 4019.182861
	Iteration 13Q: 3 clusters Score -346234.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -346248.343750 Penalty: 4019.182861
	Iteration 14Q: 3 clusters Score -346248.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -346257.312500 Penalty: 4019.182861
	Iteration 15Q: 3 clusters Score -346257.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -346261.906250 Penalty: 4019.182861
	Iteration 16Q: 3 clusters Score -346261.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -346264.718750 Penalty: 4019.182861
	Iteration 17Q: 3 clusters Score -346264.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -346268.250000 Penalty: 4019.182861
	Iteration 18Q: 3 clusters Score -346268.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -346269.843750 Penalty: 4019.182861
	Iteration 19Q: 3 clusters Score -346269.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -346271.687500 Penalty: 4019.182861
	Iteration 20F: 3 clusters Score -346271.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -346274.281250 Penalty: 4019.182861
	Iteration 21Q: 3 clusters Score -346274.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -346274.875000 Penalty: 4019.182861
	Iteration 22Q: 3 clusters Score -346274.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -346274.750000 Penalty: 4019.182861
	Iteration 23Q: 3 clusters Score -346274.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -346274.750000 Penalty: 4019.182861
	Iteration 24F: 3 clusters Score -346274.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42449 members 
Entering Unmasked Estep 
Score: -5145175.500000 Penalty: 2642.702393
	Iteration 0F: 2 clusters Score -5145176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -5116575.000000 Penalty: 5285.404785
	Iteration 0F: 3 clusters Score -5116575 nChanged 19356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -5127495.000000 Penalty: 5285.404785
	Iteration 1F: 3 clusters Score -5127495 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -5128656.000000 Penalty: 5285.404785
	Iteration 2F: 3 clusters Score -5128656 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -5130280.500000 Penalty: 5285.404785
	Iteration 3F: 3 clusters Score -5130280 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -5132268.000000 Penalty: 5285.404785
	Iteration 4F: 3 clusters Score -5132268 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -5134534.500000 Penalty: 5285.404785
	Iteration 5F: 3 clusters Score -5134534 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -5136862.000000 Penalty: 5285.404785
	Iteration 6F: 3 clusters Score -5136862 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -5138631.000000 Penalty: 5285.404785
	Iteration 7F: 3 clusters Score -5138631 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -5139791.500000 Penalty: 5285.404785
	Iteration 8F: 3 clusters Score -5139792 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -5140620.000000 Penalty: 5285.404785
	Iteration 9Q: 3 clusters Score -5140620 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31078 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -5141305.000000 Penalty: 5285.404785
	Iteration 10Q: 3 clusters Score -5141305 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32081 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -5141800.000000 Penalty: 5285.404785
	Iteration 11Q: 3 clusters Score -5141800 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32970 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -5142222.500000 Penalty: 5285.404785
	Iteration 12Q: 3 clusters Score -5142222 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33795 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -5142566.500000 Penalty: 5285.404785
	Iteration 13Q: 3 clusters Score -5142566 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34573 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -5142889.000000 Penalty: 5285.404785
	Iteration 14Q: 3 clusters Score -5142889 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35307 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -5143170.000000 Penalty: 5285.404785
	Iteration 15Q: 3 clusters Score -5143170 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -5143430.000000 Penalty: 5285.404785
	Iteration 16Q: 3 clusters Score -5143430 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36540 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -5143646.500000 Penalty: 5285.404785
	Iteration 17Q: 3 clusters Score -5143646 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36986 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -5143784.500000 Penalty: 5285.404785
	Iteration 18Q: 3 clusters Score -5143784 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37373 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -5143892.000000 Penalty: 5285.404785
	Iteration 19Q: 3 clusters Score -5143892 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37700 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -5144003.500000 Penalty: 5285.404785
	Iteration 20F: 3 clusters Score -5144004 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -5144078.000000 Penalty: 5285.404785
	Iteration 21Q: 3 clusters Score -5144078 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38212 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -5144175.000000 Penalty: 5285.404785
	Iteration 22Q: 3 clusters Score -5144175 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38427 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -5144246.000000 Penalty: 5285.404785
	Iteration 23Q: 3 clusters Score -5144246 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -5144299.500000 Penalty: 5285.404785
	Iteration 24Q: 3 clusters Score -5144300 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38802 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -5144344.000000 Penalty: 5285.404785
	Iteration 25Q: 3 clusters Score -5144344 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38945 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -5144376.000000 Penalty: 5285.404785
	Iteration 26Q: 3 clusters Score -5144376 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39070 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -5144422.500000 Penalty: 5285.404785
	Iteration 27Q: 3 clusters Score -5144422 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39196 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -5144467.500000 Penalty: 5285.404785
	Iteration 28Q: 3 clusters Score -5144468 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39320 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -5144516.000000 Penalty: 5285.404785
	Iteration 29Q: 3 clusters Score -5144516 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39424 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -5144565.000000 Penalty: 5285.404785
	Iteration 30Q: 3 clusters Score -5144565 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39527 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -5144606.000000 Penalty: 5285.404785
	Iteration 31Q: 3 clusters Score -5144606 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39602 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -5144643.000000 Penalty: 5285.404785
	Iteration 32Q: 3 clusters Score -5144643 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39682 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -5144700.000000 Penalty: 5285.404785
	Iteration 33Q: 3 clusters Score -5144700 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39748 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -5144723.000000 Penalty: 5285.404785
	Iteration 34Q: 3 clusters Score -5144723 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39800 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -5144740.000000 Penalty: 5285.404785
	Iteration 35Q: 3 clusters Score -5144740 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39845 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -5144785.500000 Penalty: 5285.404785
	Iteration 36Q: 3 clusters Score -5144786 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39889 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -5144824.500000 Penalty: 5285.404785
	Iteration 37Q: 3 clusters Score -5144824 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39930 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -5144836.500000 Penalty: 5285.404785
	Iteration 38Q: 3 clusters Score -5144836 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39961 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -5144864.000000 Penalty: 5285.404785
	Iteration 39Q: 3 clusters Score -5144864 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39984 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -5144864.000000 Penalty: 5285.404785
	Iteration 40F: 3 clusters Score -5144864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39992 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -5144860.000000 Penalty: 5285.404785
	Iteration 41Q: 3 clusters Score -5144860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40002 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -5144871.500000 Penalty: 5285.404785
	Iteration 42Q: 3 clusters Score -5144872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40011 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -5144885.000000 Penalty: 5285.404785
	Iteration 43Q: 3 clusters Score -5144885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40023 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -5144890.000000 Penalty: 5285.404785
	Iteration 44Q: 3 clusters Score -5144890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40028 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -5144892.500000 Penalty: 5285.404785
	Iteration 45Q: 3 clusters Score -5144892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40032 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -5144892.500000 Penalty: 5285.404785
	Iteration 46Q: 3 clusters Score -5144892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40037 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -5144893.500000 Penalty: 5285.404785
	Iteration 47Q: 3 clusters Score -5144894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40043 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -5144898.500000 Penalty: 5285.404785
	Iteration 48Q: 3 clusters Score -5144898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40048 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -5144896.500000 Penalty: 5285.404785
	Iteration 49Q: 3 clusters Score -5144896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40049 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -5144897.500000 Penalty: 5285.404785
	Iteration 50Q: 3 clusters Score -5144898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40051 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -5144899.500000 Penalty: 5285.404785
	Iteration 51Q: 3 clusters Score -5144900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40053 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -5144894.500000 Penalty: 5285.404785
	Iteration 52Q: 3 clusters Score -5144894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40053 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -5144895.000000 Penalty: 5285.404785
	Iteration 53Q: 3 clusters Score -5144895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40054 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -5144896.500000 Penalty: 5285.404785
	Iteration 54Q: 3 clusters Score -5144896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40054 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -5144896.500000 Penalty: 5285.404785
	Iteration 55F: 3 clusters Score -5144896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -720344.125000 Penalty: 2154.318359
	Iteration 0F: 2 clusters Score -720344.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -715310.625000 Penalty: 4308.636719
	Iteration 0F: 3 clusters Score -715310.6 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -716656.500000 Penalty: 4308.636719
	Iteration 1F: 3 clusters Score -716656.5 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -716940.375000 Penalty: 4308.636719
	Iteration 2F: 3 clusters Score -716940.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -717171.375000 Penalty: 4308.636719
	Iteration 3F: 3 clusters Score -717171.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -717310.375000 Penalty: 4308.636719
	Iteration 4Q: 3 clusters Score -717310.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -717448.875000 Penalty: 4308.636719
	Iteration 5Q: 3 clusters Score -717448.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -717610.125000 Penalty: 4308.636719
	Iteration 6Q: 3 clusters Score -717610.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -717820.375000 Penalty: 4308.636719
	Iteration 7Q: 3 clusters Score -717820.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -718091.000000 Penalty: 4308.636719
	Iteration 8Q: 3 clusters Score -718091 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -718392.125000 Penalty: 4308.636719
	Iteration 9F: 3 clusters Score -718392.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -718652.250000 Penalty: 4308.636719
	Iteration 10F: 3 clusters Score -718652.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -718870.875000 Penalty: 4308.636719
	Iteration 11Q: 3 clusters Score -718870.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -719068.437500 Penalty: 4308.636719
	Iteration 12Q: 3 clusters Score -719068.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -719194.062500 Penalty: 4308.636719
	Iteration 13Q: 3 clusters Score -719194.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -719303.812500 Penalty: 4308.636719
	Iteration 14Q: 3 clusters Score -719303.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -719406.437500 Penalty: 4308.636719
	Iteration 15Q: 3 clusters Score -719406.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -719484.687500 Penalty: 4308.636719
	Iteration 16Q: 3 clusters Score -719484.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -719542.187500 Penalty: 4308.636719
	Iteration 17Q: 3 clusters Score -719542.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -719584.375000 Penalty: 4308.636719
	Iteration 18Q: 3 clusters Score -719584.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -719626.125000 Penalty: 4308.636719
	Iteration 19Q: 3 clusters Score -719626.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -719659.125000 Penalty: 4308.636719
	Iteration 20F: 3 clusters Score -719659.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -719685.250000 Penalty: 4308.636719
	Iteration 21Q: 3 clusters Score -719685.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -719701.250000 Penalty: 4308.636719
	Iteration 22Q: 3 clusters Score -719701.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -719710.062500 Penalty: 4308.636719
	Iteration 23Q: 3 clusters Score -719710.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -719713.250000 Penalty: 4308.636719
	Iteration 24Q: 3 clusters Score -719713.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -719718.312500 Penalty: 4308.636719
	Iteration 25Q: 3 clusters Score -719718.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -719721.937500 Penalty: 4308.636719
	Iteration 26Q: 3 clusters Score -719721.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -719724.375000 Penalty: 4308.636719
	Iteration 27Q: 3 clusters Score -719724.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -719724.562500 Penalty: 4308.636719
	Iteration 28Q: 3 clusters Score -719724.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -719725.875000 Penalty: 4308.636719
	Iteration 29Q: 3 clusters Score -719725.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -719725.875000 Penalty: 4308.636719
	Iteration 30F: 3 clusters Score -719725.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Entering Unmasked Estep 
Score: -495531.156250 Penalty: 2089.854004
	Iteration 0F: 2 clusters Score -495531.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -491212.562500 Penalty: 4179.708008
	Iteration 0F: 3 clusters Score -491212.6 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -492383.187500 Penalty: 4179.708008
	Iteration 1F: 3 clusters Score -492383.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -492864.593750 Penalty: 4179.708008
	Iteration 2F: 3 clusters Score -492864.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -493266.156250 Penalty: 4179.708008
	Iteration 3F: 3 clusters Score -493266.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -493656.156250 Penalty: 4179.708008
	Iteration 4F: 3 clusters Score -493656.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -493936.687500 Penalty: 4179.708008
	Iteration 5F: 3 clusters Score -493936.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -494118.281250 Penalty: 4179.708008
	Iteration 6Q: 3 clusters Score -494118.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -494238.500000 Penalty: 4179.708008
	Iteration 7Q: 3 clusters Score -494238.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -494337.843750 Penalty: 4179.708008
	Iteration 8Q: 3 clusters Score -494337.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -494416.312500 Penalty: 4179.708008
	Iteration 9Q: 3 clusters Score -494416.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -494478.968750 Penalty: 4179.708008
	Iteration 10Q: 3 clusters Score -494479 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -494531.281250 Penalty: 4179.708008
	Iteration 11Q: 3 clusters Score -494531.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -494573.562500 Penalty: 4179.708008
	Iteration 12Q: 3 clusters Score -494573.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -494611.250000 Penalty: 4179.708008
	Iteration 13Q: 3 clusters Score -494611.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -494651.250000 Penalty: 4179.708008
	Iteration 14Q: 3 clusters Score -494651.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -494686.500000 Penalty: 4179.708008
	Iteration 15Q: 3 clusters Score -494686.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -494719.750000 Penalty: 4179.708008
	Iteration 16Q: 3 clusters Score -494719.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -494751.343750 Penalty: 4179.708008
	Iteration 17Q: 3 clusters Score -494751.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -494771.281250 Penalty: 4179.708008
	Iteration 18Q: 3 clusters Score -494771.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -494784.562500 Penalty: 4179.708008
	Iteration 19Q: 3 clusters Score -494784.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -494793.718750 Penalty: 4179.708008
	Iteration 20F: 3 clusters Score -494793.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -494801.000000 Penalty: 4179.708008
	Iteration 21Q: 3 clusters Score -494801 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -494806.000000 Penalty: 4179.708008
	Iteration 22Q: 3 clusters Score -494806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -494808.156250 Penalty: 4179.708008
	Iteration 23Q: 3 clusters Score -494808.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -494811.500000 Penalty: 4179.708008
	Iteration 24Q: 3 clusters Score -494811.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -494814.687500 Penalty: 4179.708008
	Iteration 25Q: 3 clusters Score -494814.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -494816.750000 Penalty: 4179.708008
	Iteration 26Q: 3 clusters Score -494816.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -494819.500000 Penalty: 4179.708008
	Iteration 27Q: 3 clusters Score -494819.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -494821.062500 Penalty: 4179.708008
	Iteration 28Q: 3 clusters Score -494821.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -494823.500000 Penalty: 4179.708008
	Iteration 29Q: 3 clusters Score -494823.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -494824.062500 Penalty: 4179.708008
	Iteration 30Q: 3 clusters Score -494824.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -494824.156250 Penalty: 4179.708008
	Iteration 31Q: 3 clusters Score -494824.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -494826.375000 Penalty: 4179.708008
	Iteration 32Q: 3 clusters Score -494826.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -494826.281250 Penalty: 4179.708008
	Iteration 33Q: 3 clusters Score -494826.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -494826.437500 Penalty: 4179.708008
	Iteration 34Q: 3 clusters Score -494826.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -494826.437500 Penalty: 4179.708008
	Iteration 35F: 3 clusters Score -494826.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (196159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196159 members 
Entering Unmasked Estep 
Score: -23436970.000000 Penalty: 3022.296875
	Iteration 0F: 2 clusters Score -2.343697e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98656 members 
Mstep: Class 2 contains 97503 members 
Entering Unmasked Estep 
Score: -23306764.000000 Penalty: 6044.593750
	Iteration 0F: 3 clusters Score -2.330676e+07 nChanged 94063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106907 members 
Mstep: Class 2 contains 89252 members 
Entering Unmasked Estep 
Score: -23361758.000000 Penalty: 6044.593750
	Iteration 1F: 3 clusters Score -2.336176e+07 nChanged 7014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112427 members 
Mstep: Class 2 contains 83732 members 
Entering Unmasked Estep 
Score: -23363966.000000 Penalty: 6044.593750
	Iteration 2Q: 3 clusters Score -2.336397e+07 nChanged 9100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120763 members 
Mstep: Class 2 contains 75396 members 
Entering Unmasked Estep 
Score: -23368070.000000 Penalty: 6044.593750
	Iteration 3Q: 3 clusters Score -2.336807e+07 nChanged 12543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133024 members 
Mstep: Class 2 contains 63135 members 
Entering Unmasked Estep 
Score: -23375888.000000 Penalty: 6044.593750
	Iteration 4F: 3 clusters Score -2.337589e+07 nChanged 16502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149430 members 
Mstep: Class 2 contains 46729 members 
Entering Unmasked Estep 
Score: -23388728.000000 Penalty: 6044.593750
	Iteration 5F: 3 clusters Score -2.338873e+07 nChanged 18455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167873 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -23406572.000000 Penalty: 6044.593750
	Iteration 6F: 3 clusters Score -2.340657e+07 nChanged 15401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183272 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -23421894.000000 Penalty: 6044.593750
	Iteration 7F: 3 clusters Score -2.342189e+07 nChanged 8640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191910 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -23430336.000000 Penalty: 6044.593750
	Iteration 8Q: 3 clusters Score -2.343034e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195016 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -23433150.000000 Penalty: 6044.593750
	Iteration 9Q: 3 clusters Score -2.343315e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195777 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -23433908.000000 Penalty: 6044.593750
	Iteration 10Q: 3 clusters Score -2.343391e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195927 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -23434074.000000 Penalty: 6044.593750
	Iteration 11Q: 3 clusters Score -2.343407e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195961 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -23434142.000000 Penalty: 6044.593750
	Iteration 12Q: 3 clusters Score -2.343414e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195977 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -23434160.000000 Penalty: 6044.593750
	Iteration 13Q: 3 clusters Score -2.343416e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195978 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -23434194.000000 Penalty: 6044.593750
	Iteration 14Q: 3 clusters Score -2.343419e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195984 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -23434190.000000 Penalty: 6044.593750
	Iteration 15Q: 3 clusters Score -2.343419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195987 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -23434200.000000 Penalty: 6044.593750
	Iteration 16Q: 3 clusters Score -2.34342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195988 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -23434212.000000 Penalty: 6044.593750
	Iteration 17Q: 3 clusters Score -2.343421e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195989 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -23434218.000000 Penalty: 6044.593750
	Iteration 18Q: 3 clusters Score -2.343422e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195990 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -23434230.000000 Penalty: 6044.593750
	Iteration 19Q: 3 clusters Score -2.343423e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195990 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -23434230.000000 Penalty: 6044.593750
	Iteration 20F: 3 clusters Score -2.343423e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Entering Unmasked Estep 
Score: -84176.406250 Penalty: 1659.328857
	Iteration 0F: 2 clusters Score -84176.41 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 432 members 
Entering Unmasked Estep 
Score: -82405.609375 Penalty: 3318.657715
	Iteration 0F: 3 clusters Score -82405.61 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -82739.445312 Penalty: 3318.657715
	Iteration 1F: 3 clusters Score -82739.45 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -82849.109375 Penalty: 3318.657715
	Iteration 2F: 3 clusters Score -82849.11 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -82947.234375 Penalty: 3318.657715
	Iteration 3Q: 3 clusters Score -82947.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -83047.437500 Penalty: 3318.657715
	Iteration 4Q: 3 clusters Score -83047.44 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -83182.742188 Penalty: 3318.657715
	Iteration 5Q: 3 clusters Score -83182.74 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -83278.687500 Penalty: 3318.657715
	Iteration 6Q: 3 clusters Score -83278.69 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -83399.375000 Penalty: 3318.657715
	Iteration 7Q: 3 clusters Score -83399.38 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -83516.414062 Penalty: 3318.657715
	Iteration 8Q: 3 clusters Score -83516.41 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -83646.890625 Penalty: 3318.657715
	Iteration 9Q: 3 clusters Score -83646.89 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -83745.945312 Penalty: 3318.657715
	Iteration 10Q: 3 clusters Score -83745.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -83861.804688 Penalty: 3318.657715
	Iteration 11Q: 3 clusters Score -83861.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -83973.726562 Penalty: 3318.657715
	Iteration 12Q: 3 clusters Score -83973.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -84057.484375 Penalty: 3318.657715
	Iteration 13Q: 3 clusters Score -84057.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -84099.492188 Penalty: 3318.657715
	Iteration 14Q: 3 clusters Score -84099.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -84166.953125 Penalty: 3318.657715
	Iteration 15Q: 3 clusters Score -84166.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -84425.632812 Penalty: 3318.657715
	Iteration 16Q: 3 clusters Score -84425.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -84574.960938 Penalty: 3318.657715
	Iteration 17Q: 3 clusters Score -84574.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -84604.312500 Penalty: 3318.657715
	Iteration 18Q: 3 clusters Score -84604.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -84608.156250 Penalty: 3318.657715
	Iteration 19F: 3 clusters Score -84608.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -84609.804688 Penalty: 3318.657715
	Iteration 20F: 3 clusters Score -84609.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 13787 members 
Mstep: Class 3 contains 13807 members 
Mstep: Class 4 contains 3305 members 
Mstep: Class 5 contains 42449 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4568 members 
Mstep: Class 8 contains 196159 members 
Mstep: Class 9 contains 392 members 
Mstep: Class 10 contains 28487 members 
Mstep: Class 11 contains 17085 members 
Mstep: Class 12 contains 16723 members 
Mstep: Class 13 contains 56089 members 
Mstep: Class 14 contains 155821 members 
Mstep: Class 15 contains 29953 members 
Mstep: Class 16 contains 11568 members 
Mstep: Class 17 contains 10086 members 
Mstep: Class 18 contains 9049 members 
Mstep: Class 19 contains 14810 members 
Mstep: Class 20 contains 12293 members 
Mstep: Class 21 contains 171268 members 
Mstep: Class 22 contains 30109 members 
Mstep: Class 23 contains 24893 members 
Mstep: Class 24 contains 82278 members 
Mstep: Class 25 contains 24818 members 
Mstep: Class 26 contains 13551 members 
Mstep: Class 27 contains 332672 members 
Mstep: Class 28 contains 203136 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10087 members 
Mstep: Class 31 contains 9003 members 
Mstep: Class 32 contains 83387 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222513 members 
Mstep: Class 35 contains 91441 members 
Mstep: Class 36 contains 21007 members 
Mstep: Class 37 contains 8235 members 
Mstep: Class 38 contains 905 members 
Mstep: Class 39 contains 413 members 
Entering Unmasked Estep 
Score: -235492848.000000 Penalty: 140280.062500
Splitting cluster 9 changes total score from -235493344.000000 to -235492848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (28487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Entering Unmasked Estep 
Score: -3471538.000000 Penalty: 2543.786377
	Iteration 0F: 2 clusters Score -3471538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -3452078.750000 Penalty: 5087.572754
	Iteration 0F: 3 clusters Score -3452079 nChanged 12691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -3459063.000000 Penalty: 5087.572754
	Iteration 1F: 3 clusters Score -3459063 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -3460076.500000 Penalty: 5087.572754
	Iteration 2F: 3 clusters Score -3460076 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -3461686.750000 Penalty: 5087.572754
	Iteration 3F: 3 clusters Score -3461687 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -3463916.750000 Penalty: 5087.572754
	Iteration 4F: 3 clusters Score -3463917 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -3466143.000000 Penalty: 5087.572754
	Iteration 5F: 3 clusters Score -3466143 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -3467903.000000 Penalty: 5087.572754
	Iteration 6F: 3 clusters Score -3467903 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -3469018.000000 Penalty: 5087.572754
	Iteration 7F: 3 clusters Score -3469018 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -3469736.250000 Penalty: 5087.572754
	Iteration 8Q: 3 clusters Score -3469736 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -3470181.750000 Penalty: 5087.572754
	Iteration 9Q: 3 clusters Score -3470182 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -3470479.250000 Penalty: 5087.572754
	Iteration 10Q: 3 clusters Score -3470479 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -3470657.250000 Penalty: 5087.572754
	Iteration 11Q: 3 clusters Score -3470657 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -3470754.000000 Penalty: 5087.572754
	Iteration 12Q: 3 clusters Score -3470754 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 26827 members 
Entering Unmasked Estep 
Score: -3470838.750000 Penalty: 5087.572754
	Iteration 13Q: 3 clusters Score -3470839 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
Score: -3470886.250000 Penalty: 5087.572754
	Iteration 14Q: 3 clusters Score -3470886 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -3470927.000000 Penalty: 5087.572754
	Iteration 15Q: 3 clusters Score -3470927 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -3470951.000000 Penalty: 5087.572754
	Iteration 16Q: 3 clusters Score -3470951 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 27120 members 
Entering Unmasked Estep 
Score: -3470986.250000 Penalty: 5087.572754
	Iteration 17Q: 3 clusters Score -3470986 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -3471001.000000 Penalty: 5087.572754
	Iteration 18Q: 3 clusters Score -3471001 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -3471009.500000 Penalty: 5087.572754
	Iteration 19Q: 3 clusters Score -3471010 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
Score: -3471011.250000 Penalty: 5087.572754
	Iteration 20F: 3 clusters Score -3471011 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -3471021.250000 Penalty: 5087.572754
	Iteration 21Q: 3 clusters Score -3471021 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -3471024.000000 Penalty: 5087.572754
	Iteration 22Q: 3 clusters Score -3471024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -3471040.750000 Penalty: 5087.572754
	Iteration 23Q: 3 clusters Score -3471041 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -3471050.500000 Penalty: 5087.572754
	Iteration 24Q: 3 clusters Score -3471050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -3471053.000000 Penalty: 5087.572754
	Iteration 25Q: 3 clusters Score -3471053 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 27284 members 
Entering Unmasked Estep 
Score: -3471052.500000 Penalty: 5087.572754
	Iteration 26Q: 3 clusters Score -3471052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -3471055.500000 Penalty: 5087.572754
	Iteration 27Q: 3 clusters Score -3471056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -3471060.500000 Penalty: 5087.572754
	Iteration 28Q: 3 clusters Score -3471060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -3471067.000000 Penalty: 5087.572754
	Iteration 29Q: 3 clusters Score -3471067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -3471063.750000 Penalty: 5087.572754
	Iteration 30Q: 3 clusters Score -3471064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -3471068.750000 Penalty: 5087.572754
	Iteration 31Q: 3 clusters Score -3471069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -3471068.750000 Penalty: 5087.572754
	Iteration 32Q: 3 clusters Score -3471069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -3471071.500000 Penalty: 5087.572754
	Iteration 33Q: 3 clusters Score -3471072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
Score: -3471070.500000 Penalty: 5087.572754
	Iteration 34Q: 3 clusters Score -3471070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -3471073.750000 Penalty: 5087.572754
	Iteration 35Q: 3 clusters Score -3471074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -3471075.000000 Penalty: 5087.572754
	Iteration 36Q: 3 clusters Score -3471075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -3471075.000000 Penalty: 5087.572754
	Iteration 37F: 3 clusters Score -3471075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -2034819.500000 Penalty: 2416.997070
	Iteration 0F: 2 clusters Score -2034820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -2022648.625000 Penalty: 4833.994141
	Iteration 0F: 3 clusters Score -2022649 nChanged 7412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -2026509.625000 Penalty: 4833.994141
	Iteration 1F: 3 clusters Score -2026510 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -2026981.625000 Penalty: 4833.994141
	Iteration 2F: 3 clusters Score -2026982 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -2027415.375000 Penalty: 4833.994141
	Iteration 3F: 3 clusters Score -2027415 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -2027884.125000 Penalty: 4833.994141
	Iteration 4F: 3 clusters Score -2027884 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -2028438.750000 Penalty: 4833.994141
	Iteration 5F: 3 clusters Score -2028439 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -2029107.625000 Penalty: 4833.994141
	Iteration 6F: 3 clusters Score -2029108 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -2029920.125000 Penalty: 4833.994141
	Iteration 7F: 3 clusters Score -2029920 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -2030752.375000 Penalty: 4833.994141
	Iteration 8F: 3 clusters Score -2030752 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -2031530.750000 Penalty: 4833.994141
	Iteration 9F: 3 clusters Score -2031531 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -2032242.750000 Penalty: 4833.994141
	Iteration 10F: 3 clusters Score -2032243 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -2032837.375000 Penalty: 4833.994141
	Iteration 11Q: 3 clusters Score -2032837 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -2033266.875000 Penalty: 4833.994141
	Iteration 12Q: 3 clusters Score -2033267 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -2033458.000000 Penalty: 4833.994141
	Iteration 13Q: 3 clusters Score -2033458 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -2033542.750000 Penalty: 4833.994141
	Iteration 14Q: 3 clusters Score -2033543 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -2033580.625000 Penalty: 4833.994141
	Iteration 15Q: 3 clusters Score -2033581 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -2033597.000000 Penalty: 4833.994141
	Iteration 16Q: 3 clusters Score -2033597 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -2033599.375000 Penalty: 4833.994141
	Iteration 17Q: 3 clusters Score -2033599 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -2033600.125000 Penalty: 4833.994141
	Iteration 18Q: 3 clusters Score -2033600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -2033598.500000 Penalty: 4833.994141
	Iteration 19Q: 3 clusters Score -2033598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -2033600.625000 Penalty: 4833.994141
	Iteration 20F: 3 clusters Score -2033601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -2033597.250000 Penalty: 4833.994141
	Iteration 21Q: 3 clusters Score -2033597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -2033600.625000 Penalty: 4833.994141
	Iteration 22Q: 3 clusters Score -2033601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -2033602.000000 Penalty: 4833.994141
	Iteration 23Q: 3 clusters Score -2033602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -2033602.375000 Penalty: 4833.994141
	Iteration 24Q: 3 clusters Score -2033602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -2033602.500000 Penalty: 4833.994141
	Iteration 25Q: 3 clusters Score -2033602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -2033602.125000 Penalty: 4833.994141
	Iteration 26Q: 3 clusters Score -2033602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -2033602.875000 Penalty: 4833.994141
	Iteration 27Q: 3 clusters Score -2033603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -2033601.125000 Penalty: 4833.994141
	Iteration 28Q: 3 clusters Score -2033601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -2033605.375000 Penalty: 4833.994141
	Iteration 29Q: 3 clusters Score -2033605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -2033605.625000 Penalty: 4833.994141
	Iteration 30Q: 3 clusters Score -2033606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -2033605.625000 Penalty: 4833.994141
	Iteration 31F: 3 clusters Score -2033606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Entering Unmasked Estep 
Score: -2021465.500000 Penalty: 2411.686035
	Iteration 0F: 2 clusters Score -2021466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -2009495.875000 Penalty: 4823.372070
	Iteration 0F: 3 clusters Score -2009496 nChanged 7318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -2013393.750000 Penalty: 4823.372070
	Iteration 1F: 3 clusters Score -2013394 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -2013856.625000 Penalty: 4823.372070
	Iteration 2F: 3 clusters Score -2013857 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -2014330.250000 Penalty: 4823.372070
	Iteration 3F: 3 clusters Score -2014330 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -2014872.500000 Penalty: 4823.372070
	Iteration 4F: 3 clusters Score -2014872 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -2015476.500000 Penalty: 4823.372070
	Iteration 5F: 3 clusters Score -2015476 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2016047.000000 Penalty: 4823.372070
	Iteration 6F: 3 clusters Score -2016047 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -2016574.875000 Penalty: 4823.372070
	Iteration 7F: 3 clusters Score -2016575 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -2017015.125000 Penalty: 4823.372070
	Iteration 8Q: 3 clusters Score -2017015 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -2017348.500000 Penalty: 4823.372070
	Iteration 9Q: 3 clusters Score -2017348 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -2017563.875000 Penalty: 4823.372070
	Iteration 10Q: 3 clusters Score -2017564 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -2017701.375000 Penalty: 4823.372070
	Iteration 11Q: 3 clusters Score -2017701 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -2017810.000000 Penalty: 4823.372070
	Iteration 12Q: 3 clusters Score -2017810 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -2017888.500000 Penalty: 4823.372070
	Iteration 13Q: 3 clusters Score -2017888 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -2017941.375000 Penalty: 4823.372070
	Iteration 14Q: 3 clusters Score -2017941 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -2017985.375000 Penalty: 4823.372070
	Iteration 15Q: 3 clusters Score -2017985 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -2018005.000000 Penalty: 4823.372070
	Iteration 16Q: 3 clusters Score -2018005 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -2018022.750000 Penalty: 4823.372070
	Iteration 17Q: 3 clusters Score -2018023 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -2018035.750000 Penalty: 4823.372070
	Iteration 18Q: 3 clusters Score -2018036 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -2018049.625000 Penalty: 4823.372070
	Iteration 19Q: 3 clusters Score -2018050 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -2018064.875000 Penalty: 4823.372070
	Iteration 20F: 3 clusters Score -2018065 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -2018078.500000 Penalty: 4823.372070
	Iteration 21Q: 3 clusters Score -2018078 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -2018081.125000 Penalty: 4823.372070
	Iteration 22Q: 3 clusters Score -2018081 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -2018093.125000 Penalty: 4823.372070
	Iteration 23Q: 3 clusters Score -2018093 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -2018107.750000 Penalty: 4823.372070
	Iteration 24Q: 3 clusters Score -2018108 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -2018124.500000 Penalty: 4823.372070
	Iteration 25Q: 3 clusters Score -2018124 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -2018137.750000 Penalty: 4823.372070
	Iteration 26Q: 3 clusters Score -2018138 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -2018151.875000 Penalty: 4823.372070
	Iteration 27Q: 3 clusters Score -2018152 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -2018163.625000 Penalty: 4823.372070
	Iteration 28Q: 3 clusters Score -2018164 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -2018170.000000 Penalty: 4823.372070
	Iteration 29Q: 3 clusters Score -2018170 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -2018183.750000 Penalty: 4823.372070
	Iteration 30Q: 3 clusters Score -2018184 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -2018197.875000 Penalty: 4823.372070
	Iteration 31Q: 3 clusters Score -2018198 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -2018200.375000 Penalty: 4823.372070
	Iteration 32Q: 3 clusters Score -2018200 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -2018220.500000 Penalty: 4823.372070
	Iteration 33Q: 3 clusters Score -2018220 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -2018230.375000 Penalty: 4823.372070
	Iteration 34Q: 3 clusters Score -2018230 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -2018247.750000 Penalty: 4823.372070
	Iteration 35Q: 3 clusters Score -2018248 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -2018265.125000 Penalty: 4823.372070
	Iteration 36Q: 3 clusters Score -2018265 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -2018282.375000 Penalty: 4823.372070
	Iteration 37Q: 3 clusters Score -2018282 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -2018305.000000 Penalty: 4823.372070
	Iteration 38Q: 3 clusters Score -2018305 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -2018336.875000 Penalty: 4823.372070
	Iteration 39Q: 3 clusters Score -2018337 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -2018364.125000 Penalty: 4823.372070
	Iteration 40F: 3 clusters Score -2018364 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -2018395.625000 Penalty: 4823.372070
	Iteration 41Q: 3 clusters Score -2018396 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -2018428.250000 Penalty: 4823.372070
	Iteration 42Q: 3 clusters Score -2018428 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -2018457.750000 Penalty: 4823.372070
	Iteration 43Q: 3 clusters Score -2018458 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -2018472.250000 Penalty: 4823.372070
	Iteration 44Q: 3 clusters Score -2018472 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -2018507.375000 Penalty: 4823.372070
	Iteration 45Q: 3 clusters Score -2018507 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -2018532.875000 Penalty: 4823.372070
	Iteration 46Q: 3 clusters Score -2018533 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -2018551.125000 Penalty: 4823.372070
	Iteration 47Q: 3 clusters Score -2018551 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -2018578.750000 Penalty: 4823.372070
	Iteration 48Q: 3 clusters Score -2018579 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -2018604.000000 Penalty: 4823.372070
	Iteration 49Q: 3 clusters Score -2018604 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -2018625.625000 Penalty: 4823.372070
	Iteration 50Q: 3 clusters Score -2018626 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -2018649.375000 Penalty: 4823.372070
	Iteration 51Q: 3 clusters Score -2018649 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -2018673.875000 Penalty: 4823.372070
	Iteration 52Q: 3 clusters Score -2018674 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -2018692.750000 Penalty: 4823.372070
	Iteration 53Q: 3 clusters Score -2018693 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -2018709.625000 Penalty: 4823.372070
	Iteration 54Q: 3 clusters Score -2018710 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -2018727.500000 Penalty: 4823.372070
	Iteration 55Q: 3 clusters Score -2018728 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -2018728.875000 Penalty: 4823.372070
	Iteration 56Q: 3 clusters Score -2018729 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -2018738.125000 Penalty: 4823.372070
	Iteration 57Q: 3 clusters Score -2018738 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -2018742.375000 Penalty: 4823.372070
	Iteration 58Q: 3 clusters Score -2018742 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -2018756.000000 Penalty: 4823.372070
	Iteration 59Q: 3 clusters Score -2018756 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -2018766.250000 Penalty: 4823.372070
	Iteration 60F: 3 clusters Score -2018766 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -2018782.500000 Penalty: 4823.372070
	Iteration 61Q: 3 clusters Score -2018782 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -2018791.125000 Penalty: 4823.372070
	Iteration 62Q: 3 clusters Score -2018791 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -2018798.375000 Penalty: 4823.372070
	Iteration 63Q: 3 clusters Score -2018798 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -2018810.000000 Penalty: 4823.372070
	Iteration 64Q: 3 clusters Score -2018810 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -2018825.750000 Penalty: 4823.372070
	Iteration 65Q: 3 clusters Score -2018826 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -2018834.875000 Penalty: 4823.372070
	Iteration 66Q: 3 clusters Score -2018835 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -2018844.500000 Penalty: 4823.372070
	Iteration 67Q: 3 clusters Score -2018844 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -2018861.625000 Penalty: 4823.372070
	Iteration 68Q: 3 clusters Score -2018862 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -2018880.500000 Penalty: 4823.372070
	Iteration 69Q: 3 clusters Score -2018880 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -2018892.875000 Penalty: 4823.372070
	Iteration 70Q: 3 clusters Score -2018893 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -2018914.000000 Penalty: 4823.372070
	Iteration 71Q: 3 clusters Score -2018914 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -2018937.875000 Penalty: 4823.372070
	Iteration 72Q: 3 clusters Score -2018938 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2018950.000000 Penalty: 4823.372070
	Iteration 73Q: 3 clusters Score -2018950 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2019547 nChanged 5
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	Iteration 157Q: 3 clusters Score -2019547 nChanged 5
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	Iteration 158Q: 3 clusters Score -2019545 nChanged 4
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	Iteration 159Q: 3 clusters Score -2019546 nChanged 6
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	Iteration 160F: 3 clusters Score -2019546 nChanged 6
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	Iteration 161Q: 3 clusters Score -2019548 nChanged 6
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	Iteration 162Q: 3 clusters Score -2019549 nChanged 8
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	Iteration 163Q: 3 clusters Score -2019556 nChanged 5
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	Iteration 164Q: 3 clusters Score -2019552 nChanged 4
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	Iteration 165Q: 3 clusters Score -2019556 nChanged 4
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	Iteration 166Q: 3 clusters Score -2019556 nChanged 8
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	Iteration 167Q: 3 clusters Score -2019557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -2019558.125000 Penalty: 4823.372070
	Iteration 168Q: 3 clusters Score -2019558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -2019555.125000 Penalty: 4823.372070
	Iteration 169Q: 3 clusters Score -2019555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -2019555.000000 Penalty: 4823.372070
	Iteration 170Q: 3 clusters Score -2019555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -2019555.875000 Penalty: 4823.372070
	Iteration 171Q: 3 clusters Score -2019556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -2019555.875000 Penalty: 4823.372070
	Iteration 172F: 3 clusters Score -2019556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (56089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56089 members 
Entering Unmasked Estep 
Score: -6836834.000000 Penalty: 2711.804443
	Iteration 0F: 2 clusters Score -6836834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -6799201.500000 Penalty: 5423.608887
	Iteration 0F: 3 clusters Score -6799202 nChanged 25971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -6813882.000000 Penalty: 5423.608887
	Iteration 1F: 3 clusters Score -6813882 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 30158 members 
Entering Unmasked Estep 
Score: -6814609.500000 Penalty: 5423.608887
	Iteration 2Q: 3 clusters Score -6814610 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 31321 members 
Entering Unmasked Estep 
Score: -6815458.500000 Penalty: 5423.608887
	Iteration 3Q: 3 clusters Score -6815458 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -6816765.000000 Penalty: 5423.608887
	Iteration 4F: 3 clusters Score -6816765 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 35492 members 
Entering Unmasked Estep 
Score: -6818750.500000 Penalty: 5423.608887
	Iteration 5F: 3 clusters Score -6818750 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 38565 members 
Entering Unmasked Estep 
Score: -6821356.500000 Penalty: 5423.608887
	Iteration 6F: 3 clusters Score -6821356 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 41967 members 
Entering Unmasked Estep 
Score: -6824442.000000 Penalty: 5423.608887
	Iteration 7F: 3 clusters Score -6824442 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 45346 members 
Entering Unmasked Estep 
Score: -6827563.000000 Penalty: 5423.608887
	Iteration 8F: 3 clusters Score -6827563 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 48114 members 
Entering Unmasked Estep 
Score: -6829944.500000 Penalty: 5423.608887
	Iteration 9F: 3 clusters Score -6829944 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 50213 members 
Entering Unmasked Estep 
Score: -6831734.000000 Penalty: 5423.608887
	Iteration 10Q: 3 clusters Score -6831734 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 51683 members 
Entering Unmasked Estep 
Score: -6832985.500000 Penalty: 5423.608887
	Iteration 11Q: 3 clusters Score -6832986 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 52604 members 
Entering Unmasked Estep 
Score: -6833747.500000 Penalty: 5423.608887
	Iteration 12Q: 3 clusters Score -6833748 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 53158 members 
Entering Unmasked Estep 
Score: -6834224.000000 Penalty: 5423.608887
	Iteration 13Q: 3 clusters Score -6834224 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 53500 members 
Entering Unmasked Estep 
Score: -6834489.500000 Penalty: 5423.608887
	Iteration 14Q: 3 clusters Score -6834490 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 53749 members 
Entering Unmasked Estep 
Score: -6834674.000000 Penalty: 5423.608887
	Iteration 15Q: 3 clusters Score -6834674 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 53918 members 
Entering Unmasked Estep 
Score: -6834789.000000 Penalty: 5423.608887
	Iteration 16Q: 3 clusters Score -6834789 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 54048 members 
Entering Unmasked Estep 
Score: -6834868.500000 Penalty: 5423.608887
	Iteration 17Q: 3 clusters Score -6834868 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 54144 members 
Entering Unmasked Estep 
Score: -6834941.500000 Penalty: 5423.608887
	Iteration 18Q: 3 clusters Score -6834942 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 54220 members 
Entering Unmasked Estep 
Score: -6834972.500000 Penalty: 5423.608887
	Iteration 19Q: 3 clusters Score -6834972 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 54275 members 
Entering Unmasked Estep 
Score: -6835007.500000 Penalty: 5423.608887
	Iteration 20F: 3 clusters Score -6835008 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 54329 members 
Entering Unmasked Estep 
Score: -6835039.500000 Penalty: 5423.608887
	Iteration 21Q: 3 clusters Score -6835040 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 54372 members 
Entering Unmasked Estep 
Score: -6835050.000000 Penalty: 5423.608887
	Iteration 22Q: 3 clusters Score -6835050 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 54408 members 
Entering Unmasked Estep 
Score: -6835065.000000 Penalty: 5423.608887
	Iteration 23Q: 3 clusters Score -6835065 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 54445 members 
Entering Unmasked Estep 
Score: -6835077.000000 Penalty: 5423.608887
	Iteration 24Q: 3 clusters Score -6835077 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 54470 members 
Entering Unmasked Estep 
Score: -6835089.500000 Penalty: 5423.608887
	Iteration 25Q: 3 clusters Score -6835090 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 54491 members 
Entering Unmasked Estep 
Score: -6835103.500000 Penalty: 5423.608887
	Iteration 26Q: 3 clusters Score -6835104 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 54503 members 
Entering Unmasked Estep 
Score: -6835107.000000 Penalty: 5423.608887
	Iteration 27Q: 3 clusters Score -6835107 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 54518 members 
Entering Unmasked Estep 
Score: -6835107.000000 Penalty: 5423.608887
	Iteration 28Q: 3 clusters Score -6835107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 54528 members 
Entering Unmasked Estep 
Score: -6835114.000000 Penalty: 5423.608887
	Iteration 29Q: 3 clusters Score -6835114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 54539 members 
Entering Unmasked Estep 
Score: -6835112.500000 Penalty: 5423.608887
	Iteration 30Q: 3 clusters Score -6835112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 54549 members 
Entering Unmasked Estep 
Score: -6835124.500000 Penalty: 5423.608887
	Iteration 31Q: 3 clusters Score -6835124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 54556 members 
Entering Unmasked Estep 
Score: -6835127.000000 Penalty: 5423.608887
	Iteration 32Q: 3 clusters Score -6835127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 54565 members 
Entering Unmasked Estep 
Score: -6835120.000000 Penalty: 5423.608887
	Iteration 33Q: 3 clusters Score -6835120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 54573 members 
Entering Unmasked Estep 
Score: -6835124.500000 Penalty: 5423.608887
	Iteration 34Q: 3 clusters Score -6835124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 54582 members 
Entering Unmasked Estep 
Score: -6835123.000000 Penalty: 5423.608887
	Iteration 35Q: 3 clusters Score -6835123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 54587 members 
Entering Unmasked Estep 
Score: -6835124.500000 Penalty: 5423.608887
	Iteration 36Q: 3 clusters Score -6835124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 54592 members 
Entering Unmasked Estep 
Score: -6835125.500000 Penalty: 5423.608887
	Iteration 37Q: 3 clusters Score -6835126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 54597 members 
Entering Unmasked Estep 
Score: -6835126.000000 Penalty: 5423.608887
	Iteration 38Q: 3 clusters Score -6835126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 54604 members 
Entering Unmasked Estep 
Score: -6835131.000000 Penalty: 5423.608887
	Iteration 39Q: 3 clusters Score -6835131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 54609 members 
Entering Unmasked Estep 
Score: -6835139.000000 Penalty: 5423.608887
	Iteration 40F: 3 clusters Score -6835139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 54616 members 
Entering Unmasked Estep 
Score: -6835144.000000 Penalty: 5423.608887
	Iteration 41Q: 3 clusters Score -6835144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 54624 members 
Entering Unmasked Estep 
Score: -6835148.000000 Penalty: 5423.608887
	Iteration 42Q: 3 clusters Score -6835148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 54631 members 
Entering Unmasked Estep 
Score: -6835153.500000 Penalty: 5423.608887
	Iteration 43Q: 3 clusters Score -6835154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 54637 members 
Entering Unmasked Estep 
Score: -6835159.500000 Penalty: 5423.608887
	Iteration 44Q: 3 clusters Score -6835160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 54640 members 
Entering Unmasked Estep 
Score: -6835154.000000 Penalty: 5423.608887
	Iteration 45Q: 3 clusters Score -6835154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 54643 members 
Entering Unmasked Estep 
Score: -6835157.000000 Penalty: 5423.608887
	Iteration 46Q: 3 clusters Score -6835157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 54645 members 
Entering Unmasked Estep 
Score: -6835154.000000 Penalty: 5423.608887
	Iteration 47Q: 3 clusters Score -6835154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 54645 members 
Entering Unmasked Estep 
Score: -6835160.500000 Penalty: 5423.608887
	Iteration 48Q: 3 clusters Score -6835160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 54647 members 
Entering Unmasked Estep 
Score: -6835165.000000 Penalty: 5423.608887
	Iteration 49Q: 3 clusters Score -6835165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 54648 members 
Entering Unmasked Estep 
Score: -6835164.500000 Penalty: 5423.608887
	Iteration 50Q: 3 clusters Score -6835164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 54649 members 
Entering Unmasked Estep 
Score: -6835162.500000 Penalty: 5423.608887
	Iteration 51Q: 3 clusters Score -6835162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 54649 members 
Entering Unmasked Estep 
Score: -6835162.500000 Penalty: 5423.608887
	Iteration 52F: 3 clusters Score -6835162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (155821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155821 members 
Entering Unmasked Estep 
Score: -18999086.000000 Penalty: 2965.202881
	Iteration 0F: 2 clusters Score -1.899909e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77941 members 
Mstep: Class 2 contains 77880 members 
Entering Unmasked Estep 
Score: -18894782.000000 Penalty: 5930.405762
	Iteration 0F: 3 clusters Score -1.889478e+07 nChanged 74459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78208 members 
Mstep: Class 2 contains 77613 members 
Entering Unmasked Estep 
Score: -18938130.000000 Penalty: 5930.405762
	Iteration 1F: 3 clusters Score -1.893813e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78319 members 
Mstep: Class 2 contains 77502 members 
Entering Unmasked Estep 
Score: -18939390.000000 Penalty: 5930.405762
	Iteration 2Q: 3 clusters Score -1.893939e+07 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78190 members 
Mstep: Class 2 contains 77631 members 
Entering Unmasked Estep 
Score: -18940980.000000 Penalty: 5930.405762
	Iteration 3Q: 3 clusters Score -1.894098e+07 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77704 members 
Mstep: Class 2 contains 78117 members 
Entering Unmasked Estep 
Score: -18942804.000000 Penalty: 5930.405762
	Iteration 4Q: 3 clusters Score -1.89428e+07 nChanged 6480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76538 members 
Mstep: Class 2 contains 79283 members 
Entering Unmasked Estep 
Score: -18945132.000000 Penalty: 5930.405762
	Iteration 5Q: 3 clusters Score -1.894513e+07 nChanged 7210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74406 members 
Mstep: Class 2 contains 81415 members 
Entering Unmasked Estep 
Score: -18948004.000000 Penalty: 5930.405762
	Iteration 6Q: 3 clusters Score -1.8948e+07 nChanged 8006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71140 members 
Mstep: Class 2 contains 84681 members 
Entering Unmasked Estep 
Score: -18951654.000000 Penalty: 5930.405762
	Iteration 7F: 3 clusters Score -1.895165e+07 nChanged 8584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66784 members 
Mstep: Class 2 contains 89037 members 
Entering Unmasked Estep 
Score: -18955742.000000 Penalty: 5930.405762
	Iteration 8F: 3 clusters Score -1.895574e+07 nChanged 8840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61384 members 
Mstep: Class 2 contains 94437 members 
Entering Unmasked Estep 
Score: -18960374.000000 Penalty: 5930.405762
	Iteration 9F: 3 clusters Score -1.896037e+07 nChanged 8335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55457 members 
Mstep: Class 2 contains 100364 members 
Entering Unmasked Estep 
Score: -18965066.000000 Penalty: 5930.405762
	Iteration 10F: 3 clusters Score -1.896507e+07 nChanged 7678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49257 members 
Mstep: Class 2 contains 106564 members 
Entering Unmasked Estep 
Score: -18970198.000000 Penalty: 5930.405762
	Iteration 11Q: 3 clusters Score -1.89702e+07 nChanged 6896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43281 members 
Mstep: Class 2 contains 112540 members 
Entering Unmasked Estep 
Score: -18975518.000000 Penalty: 5930.405762
	Iteration 12Q: 3 clusters Score -1.897552e+07 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37880 members 
Mstep: Class 2 contains 117941 members 
Entering Unmasked Estep 
Score: -18980426.000000 Penalty: 5930.405762
	Iteration 13Q: 3 clusters Score -1.898043e+07 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33403 members 
Mstep: Class 2 contains 122418 members 
Entering Unmasked Estep 
Score: -18983456.000000 Penalty: 5930.405762
	Iteration 14Q: 3 clusters Score -1.898346e+07 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29526 members 
Mstep: Class 2 contains 126295 members 
Entering Unmasked Estep 
Score: -18985844.000000 Penalty: 5930.405762
	Iteration 15Q: 3 clusters Score -1.898584e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 129798 members 
Entering Unmasked Estep 
Score: -18987772.000000 Penalty: 5930.405762
	Iteration 16Q: 3 clusters Score -1.898777e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 132893 members 
Entering Unmasked Estep 
Score: -18989536.000000 Penalty: 5930.405762
	Iteration 17Q: 3 clusters Score -1.898954e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 135760 members 
Entering Unmasked Estep 
Score: -18991066.000000 Penalty: 5930.405762
	Iteration 18Q: 3 clusters Score -1.899107e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 138231 members 
Entering Unmasked Estep 
Score: -18992374.000000 Penalty: 5930.405762
	Iteration 19Q: 3 clusters Score -1.899237e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 140389 members 
Entering Unmasked Estep 
Score: -18993494.000000 Penalty: 5930.405762
	Iteration 20F: 3 clusters Score -1.899349e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 142221 members 
Entering Unmasked Estep 
Score: -18994464.000000 Penalty: 5930.405762
	Iteration 21Q: 3 clusters Score -1.899446e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 143714 members 
Entering Unmasked Estep 
Score: -18995074.000000 Penalty: 5930.405762
	Iteration 22Q: 3 clusters Score -1.899507e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 145026 members 
Entering Unmasked Estep 
Score: -18995576.000000 Penalty: 5930.405762
	Iteration 23Q: 3 clusters Score -1.899558e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 146031 members 
Entering Unmasked Estep 
Score: -18995972.000000 Penalty: 5930.405762
	Iteration 24Q: 3 clusters Score -1.899597e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 146873 members 
Entering Unmasked Estep 
Score: -18996300.000000 Penalty: 5930.405762
	Iteration 25Q: 3 clusters Score -1.89963e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 147569 members 
Entering Unmasked Estep 
Score: -18996532.000000 Penalty: 5930.405762
	Iteration 26Q: 3 clusters Score -1.899653e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 148145 members 
Entering Unmasked Estep 
Score: -18996668.000000 Penalty: 5930.405762
	Iteration 27Q: 3 clusters Score -1.899667e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 148619 members 
Entering Unmasked Estep 
Score: -18996738.000000 Penalty: 5930.405762
	Iteration 28Q: 3 clusters Score -1.899674e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 149032 members 
Entering Unmasked Estep 
Score: -18996848.000000 Penalty: 5930.405762
	Iteration 29Q: 3 clusters Score -1.899685e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 149340 members 
Entering Unmasked Estep 
Score: -18996942.000000 Penalty: 5930.405762
	Iteration 30Q: 3 clusters Score -1.899694e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 149594 members 
Entering Unmasked Estep 
Score: -18996970.000000 Penalty: 5930.405762
	Iteration 31Q: 3 clusters Score -1.899697e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 149812 members 
Entering Unmasked Estep 
Score: -18997048.000000 Penalty: 5930.405762
	Iteration 32Q: 3 clusters Score -1.899705e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 150018 members 
Entering Unmasked Estep 
Score: -18997062.000000 Penalty: 5930.405762
	Iteration 33Q: 3 clusters Score -1.899706e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 150184 members 
Entering Unmasked Estep 
Score: -18997138.000000 Penalty: 5930.405762
	Iteration 34Q: 3 clusters Score -1.899714e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 150327 members 
Entering Unmasked Estep 
Score: -18997164.000000 Penalty: 5930.405762
	Iteration 35Q: 3 clusters Score -1.899716e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 150463 members 
Entering Unmasked Estep 
Score: -18997176.000000 Penalty: 5930.405762
	Iteration 36Q: 3 clusters Score -1.899718e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 150586 members 
Entering Unmasked Estep 
Score: -18997190.000000 Penalty: 5930.405762
	Iteration 37Q: 3 clusters Score -1.899719e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 150702 members 
Entering Unmasked Estep 
Score: -18997202.000000 Penalty: 5930.405762
	Iteration 38Q: 3 clusters Score -1.89972e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 150806 members 
Entering Unmasked Estep 
Score: -18997192.000000 Penalty: 5930.405762
	Iteration 39Q: 3 clusters Score -1.899719e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 150902 members 
Entering Unmasked Estep 
Score: -18997192.000000 Penalty: 5930.405762
	Iteration 40F: 3 clusters Score -1.899719e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 150990 members 
Entering Unmasked Estep 
Score: -18997222.000000 Penalty: 5930.405762
	Iteration 41Q: 3 clusters Score -1.899722e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 151074 members 
Entering Unmasked Estep 
Score: -18997248.000000 Penalty: 5930.405762
	Iteration 42Q: 3 clusters Score -1.899725e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 151154 members 
Entering Unmasked Estep 
Score: -18997266.000000 Penalty: 5930.405762
	Iteration 43Q: 3 clusters Score -1.899727e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 151224 members 
Entering Unmasked Estep 
Score: -18997278.000000 Penalty: 5930.405762
	Iteration 44Q: 3 clusters Score -1.899728e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 151286 members 
Entering Unmasked Estep 
Score: -18997278.000000 Penalty: 5930.405762
	Iteration 45Q: 3 clusters Score -1.899728e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 151357 members 
Entering Unmasked Estep 
Score: -18997300.000000 Penalty: 5930.405762
	Iteration 46Q: 3 clusters Score -1.89973e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 151425 members 
Entering Unmasked Estep 
Score: -18997294.000000 Penalty: 5930.405762
	Iteration 47Q: 3 clusters Score -1.899729e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 151490 members 
Entering Unmasked Estep 
Score: -18997310.000000 Penalty: 5930.405762
	Iteration 48Q: 3 clusters Score -1.899731e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 151546 members 
Entering Unmasked Estep 
Score: -18997312.000000 Penalty: 5930.405762
	Iteration 49Q: 3 clusters Score -1.899731e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 151601 members 
Entering Unmasked Estep 
Score: -18997340.000000 Penalty: 5930.405762
	Iteration 50Q: 3 clusters Score -1.899734e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 151643 members 
Entering Unmasked Estep 
Score: -18997374.000000 Penalty: 5930.405762
	Iteration 51Q: 3 clusters Score -1.899737e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 151682 members 
Entering Unmasked Estep 
Score: -18997338.000000 Penalty: 5930.405762
	Iteration 52Q: 3 clusters Score -1.899734e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 151720 members 
Entering Unmasked Estep 
Score: -18997328.000000 Penalty: 5930.405762
	Iteration 53Q: 3 clusters Score -1.899733e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 151752 members 
Entering Unmasked Estep 
Score: -18997352.000000 Penalty: 5930.405762
	Iteration 54Q: 3 clusters Score -1.899735e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 151793 members 
Entering Unmasked Estep 
Score: -18997350.000000 Penalty: 5930.405762
	Iteration 55Q: 3 clusters Score -1.899735e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 151839 members 
Entering Unmasked Estep 
Score: -18997340.000000 Penalty: 5930.405762
	Iteration 56Q: 3 clusters Score -1.899734e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 151890 members 
Entering Unmasked Estep 
Score: -18997336.000000 Penalty: 5930.405762
	Iteration 57Q: 3 clusters Score -1.899734e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 151935 members 
Entering Unmasked Estep 
Score: -18997322.000000 Penalty: 5930.405762
	Iteration 58Q: 3 clusters Score -1.899732e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 151975 members 
Entering Unmasked Estep 
Score: -18997324.000000 Penalty: 5930.405762
	Iteration 59Q: 3 clusters Score -1.899732e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 152006 members 
Entering Unmasked Estep 
Score: -18997344.000000 Penalty: 5930.405762
	Iteration 60F: 3 clusters Score -1.899734e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 152032 members 
Entering Unmasked Estep 
Score: -18997360.000000 Penalty: 5930.405762
	Iteration 61Q: 3 clusters Score -1.899736e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 152057 members 
Entering Unmasked Estep 
Score: -18997370.000000 Penalty: 5930.405762
	Iteration 62Q: 3 clusters Score -1.899737e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 152088 members 
Entering Unmasked Estep 
Score: -18997370.000000 Penalty: 5930.405762
	Iteration 63Q: 3 clusters Score -1.899737e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 152114 members 
Entering Unmasked Estep 
Score: -18997368.000000 Penalty: 5930.405762
	Iteration 64Q: 3 clusters Score -1.899737e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 152143 members 
Entering Unmasked Estep 
Score: -18997364.000000 Penalty: 5930.405762
	Iteration 65Q: 3 clusters Score -1.899736e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 152170 members 
Entering Unmasked Estep 
Score: -18997370.000000 Penalty: 5930.405762
	Iteration 66Q: 3 clusters Score -1.899737e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 152197 members 
Entering Unmasked Estep 
Score: -18997378.000000 Penalty: 5930.405762
	Iteration 67Q: 3 clusters Score -1.899738e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 152224 members 
Entering Unmasked Estep 
Score: -18997374.000000 Penalty: 5930.405762
	Iteration 68Q: 3 clusters Score -1.899737e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 152248 members 
Entering Unmasked Estep 
Score: -18997366.000000 Penalty: 5930.405762
	Iteration 69Q: 3 clusters Score -1.899737e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 152263 members 
Entering Unmasked Estep 
Score: -18997364.000000 Penalty: 5930.405762
	Iteration 70Q: 3 clusters Score -1.899736e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 152270 members 
Entering Unmasked Estep 
Score: -18997362.000000 Penalty: 5930.405762
	Iteration 71Q: 3 clusters Score -1.899736e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 152276 members 
Entering Unmasked Estep 
Score: -18997360.000000 Penalty: 5930.405762
	Iteration 72Q: 3 clusters Score -1.899736e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 152283 members 
Entering Unmasked Estep 
Score: -18997356.000000 Penalty: 5930.405762
	Iteration 73Q: 3 clusters Score -1.899736e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 152287 members 
Entering Unmasked Estep 
Score: -18997356.000000 Penalty: 5930.405762
	Iteration 74Q: 3 clusters Score -1.899736e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 152292 members 
Entering Unmasked Estep 
Score: -18997354.000000 Penalty: 5930.405762
	Iteration 75Q: 3 clusters Score -1.899735e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 152298 members 
Entering Unmasked Estep 
Score: -18997354.000000 Penalty: 5930.405762
	Iteration 76Q: 3 clusters Score -1.899735e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 152302 members 
Entering Unmasked Estep 
Score: -18997350.000000 Penalty: 5930.405762
	Iteration 77Q: 3 clusters Score -1.899735e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 152309 members 
Entering Unmasked Estep 
Score: -18997344.000000 Penalty: 5930.405762
	Iteration 78Q: 3 clusters Score -1.899734e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 152314 members 
Entering Unmasked Estep 
Score: -18997350.000000 Penalty: 5930.405762
	Iteration 79Q: 3 clusters Score -1.899735e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 152319 members 
Entering Unmasked Estep 
Score: -18997360.000000 Penalty: 5930.405762
	Iteration 80F: 3 clusters Score -1.899736e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 152324 members 
Entering Unmasked Estep 
Score: -18997356.000000 Penalty: 5930.405762
	Iteration 81Q: 3 clusters Score -1.899736e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 152328 members 
Entering Unmasked Estep 
Score: -18997356.000000 Penalty: 5930.405762
	Iteration 82Q: 3 clusters Score -1.899736e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 152332 members 
Entering Unmasked Estep 
Score: -18997346.000000 Penalty: 5930.405762
	Iteration 83Q: 3 clusters Score -1.899735e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 152334 members 
Entering Unmasked Estep 
Score: -18997348.000000 Penalty: 5930.405762
	Iteration 84Q: 3 clusters Score -1.899735e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 152336 members 
Entering Unmasked Estep 
Score: -18997346.000000 Penalty: 5930.405762
	Iteration 85Q: 3 clusters Score -1.899735e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 152336 members 
Entering Unmasked Estep 
Score: -18997346.000000 Penalty: 5930.405762
	Iteration 86F: 3 clusters Score -1.899735e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29953 members 
Entering Unmasked Estep 
Score: -3600172.750000 Penalty: 2556.231445
	Iteration 0F: 2 clusters Score -3600173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -3579627.500000 Penalty: 5112.462891
	Iteration 0F: 3 clusters Score -3579628 nChanged 13420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -3587040.250000 Penalty: 5112.462891
	Iteration 1F: 3 clusters Score -3587040 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -3587907.750000 Penalty: 5112.462891
	Iteration 2F: 3 clusters Score -3587908 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -3588981.500000 Penalty: 5112.462891
	Iteration 3F: 3 clusters Score -3588982 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -3590212.750000 Penalty: 5112.462891
	Iteration 4F: 3 clusters Score -3590213 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -3591433.750000 Penalty: 5112.462891
	Iteration 5F: 3 clusters Score -3591434 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -3592474.750000 Penalty: 5112.462891
	Iteration 6F: 3 clusters Score -3592475 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -3593390.750000 Penalty: 5112.462891
	Iteration 7Q: 3 clusters Score -3593391 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -3594092.250000 Penalty: 5112.462891
	Iteration 8Q: 3 clusters Score -3594092 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -3594575.250000 Penalty: 5112.462891
	Iteration 9Q: 3 clusters Score -3594575 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -3594944.250000 Penalty: 5112.462891
	Iteration 10Q: 3 clusters Score -3594944 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -3595253.000000 Penalty: 5112.462891
	Iteration 11Q: 3 clusters Score -3595253 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -3595474.750000 Penalty: 5112.462891
	Iteration 12Q: 3 clusters Score -3595475 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -3595658.000000 Penalty: 5112.462891
	Iteration 13Q: 3 clusters Score -3595658 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -3595826.000000 Penalty: 5112.462891
	Iteration 14Q: 3 clusters Score -3595826 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -3595969.500000 Penalty: 5112.462891
	Iteration 15Q: 3 clusters Score -3595970 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -3596113.750000 Penalty: 5112.462891
	Iteration 16Q: 3 clusters Score -3596114 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -3596232.250000 Penalty: 5112.462891
	Iteration 17Q: 3 clusters Score -3596232 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -3596342.750000 Penalty: 5112.462891
	Iteration 18Q: 3 clusters Score -3596343 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -3596450.250000 Penalty: 5112.462891
	Iteration 19Q: 3 clusters Score -3596450 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -3596545.250000 Penalty: 5112.462891
	Iteration 20F: 3 clusters Score -3596545 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -3596638.250000 Penalty: 5112.462891
	Iteration 21Q: 3 clusters Score -3596638 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -3596734.000000 Penalty: 5112.462891
	Iteration 22Q: 3 clusters Score -3596734 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -3596832.500000 Penalty: 5112.462891
	Iteration 23Q: 3 clusters Score -3596832 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -3596929.500000 Penalty: 5112.462891
	Iteration 24Q: 3 clusters Score -3596930 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -3597025.500000 Penalty: 5112.462891
	Iteration 25Q: 3 clusters Score -3597026 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -3597115.750000 Penalty: 5112.462891
	Iteration 26Q: 3 clusters Score -3597116 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -3597192.000000 Penalty: 5112.462891
	Iteration 27Q: 3 clusters Score -3597192 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -3597280.500000 Penalty: 5112.462891
	Iteration 28Q: 3 clusters Score -3597280 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27860 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3597361.500000 Penalty: 5112.462891
	Iteration 29Q: 3 clusters Score -3597362 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28014 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -3597417.250000 Penalty: 5112.462891
	Iteration 30Q: 3 clusters Score -3597417 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -3597467.250000 Penalty: 5112.462891
	Iteration 31Q: 3 clusters Score -3597467 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -3597516.500000 Penalty: 5112.462891
	Iteration 32Q: 3 clusters Score -3597516 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -3597551.500000 Penalty: 5112.462891
	Iteration 33Q: 3 clusters Score -3597552 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3597606.250000 Penalty: 5112.462891
	Iteration 34Q: 3 clusters Score -3597606 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28575 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -3597655.000000 Penalty: 5112.462891
	Iteration 35Q: 3 clusters Score -3597655 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3597701.000000 Penalty: 5112.462891
	Iteration 36Q: 3 clusters Score -3597701 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3597741.750000 Penalty: 5112.462891
	Iteration 37Q: 3 clusters Score -3597742 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3597782.750000 Penalty: 5112.462891
	Iteration 38Q: 3 clusters Score -3597783 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3597819.500000 Penalty: 5112.462891
	Iteration 39Q: 3 clusters Score -3597820 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28925 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3597837.750000 Penalty: 5112.462891
	Iteration 40F: 3 clusters Score -3597838 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -3597854.750000 Penalty: 5112.462891
	Iteration 41Q: 3 clusters Score -3597855 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3597872.250000 Penalty: 5112.462891
	Iteration 42Q: 3 clusters Score -3597872 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3597885.000000 Penalty: 5112.462891
	Iteration 43Q: 3 clusters Score -3597885 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3597904.500000 Penalty: 5112.462891
	Iteration 44Q: 3 clusters Score -3597904 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -3597910.500000 Penalty: 5112.462891
	Iteration 45Q: 3 clusters Score -3597910 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3597923.500000 Penalty: 5112.462891
	Iteration 46Q: 3 clusters Score -3597924 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29097 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3597926.500000 Penalty: 5112.462891
	Iteration 47Q: 3 clusters Score -3597926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29109 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3597930.750000 Penalty: 5112.462891
	Iteration 48Q: 3 clusters Score -3597931 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29121 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3597936.750000 Penalty: 5112.462891
	Iteration 49Q: 3 clusters Score -3597937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29125 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3597941.250000 Penalty: 5112.462891
	Iteration 50Q: 3 clusters Score -3597941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3597944.250000 Penalty: 5112.462891
	Iteration 51Q: 3 clusters Score -3597944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3597947.000000 Penalty: 5112.462891
	Iteration 52Q: 3 clusters Score -3597947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3597949.250000 Penalty: 5112.462891
	Iteration 53Q: 3 clusters Score -3597949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3597954.500000 Penalty: 5112.462891
	Iteration 54Q: 3 clusters Score -3597954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3597959.750000 Penalty: 5112.462891
	Iteration 55Q: 3 clusters Score -3597960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3597961.750000 Penalty: 5112.462891
	Iteration 56Q: 3 clusters Score -3597962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3597960.000000 Penalty: 5112.462891
	Iteration 57Q: 3 clusters Score -3597960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3597968.750000 Penalty: 5112.462891
	Iteration 58Q: 3 clusters Score -3597969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3597968.250000 Penalty: 5112.462891
	Iteration 59Q: 3 clusters Score -3597968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3597971.250000 Penalty: 5112.462891
	Iteration 60F: 3 clusters Score -3597971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29169 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3597972.500000 Penalty: 5112.462891
	Iteration 61Q: 3 clusters Score -3597972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3597972.500000 Penalty: 5112.462891
	Iteration 62Q: 3 clusters Score -3597972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29172 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3597970.250000 Penalty: 5112.462891
	Iteration 63Q: 3 clusters Score -3597970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29172 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3597970.250000 Penalty: 5112.462891
	Iteration 64F: 3 clusters Score -3597970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Entering Unmasked Estep 
Score: -1394352.375000 Penalty: 2320.287598
	Iteration 0F: 2 clusters Score -1394352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1385698.875000 Penalty: 4640.575195
	Iteration 0F: 3 clusters Score -1385699 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1388298.375000 Penalty: 4640.575195
	Iteration 1F: 3 clusters Score -1388298 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1388593.625000 Penalty: 4640.575195
	Iteration 2F: 3 clusters Score -1388594 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1388811.875000 Penalty: 4640.575195
	Iteration 3Q: 3 clusters Score -1388812 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1388998.125000 Penalty: 4640.575195
	Iteration 4Q: 3 clusters Score -1388998 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1389168.875000 Penalty: 4640.575195
	Iteration 5Q: 3 clusters Score -1389169 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1389345.250000 Penalty: 4640.575195
	Iteration 6Q: 3 clusters Score -1389345 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1389517.750000 Penalty: 4640.575195
	Iteration 7Q: 3 clusters Score -1389518 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1389705.125000 Penalty: 4640.575195
	Iteration 8Q: 3 clusters Score -1389705 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1389932.625000 Penalty: 4640.575195
	Iteration 9Q: 3 clusters Score -1389933 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1390180.000000 Penalty: 4640.575195
	Iteration 10Q: 3 clusters Score -1390180 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1390481.875000 Penalty: 4640.575195
	Iteration 11Q: 3 clusters Score -1390482 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1390734.875000 Penalty: 4640.575195
	Iteration 12Q: 3 clusters Score -1390735 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1390939.250000 Penalty: 4640.575195
	Iteration 13Q: 3 clusters Score -1390939 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1391136.625000 Penalty: 4640.575195
	Iteration 14Q: 3 clusters Score -1391137 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1391304.500000 Penalty: 4640.575195
	Iteration 15Q: 3 clusters Score -1391304 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1391438.375000 Penalty: 4640.575195
	Iteration 16Q: 3 clusters Score -1391438 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1391553.500000 Penalty: 4640.575195
	Iteration 17Q: 3 clusters Score -1391554 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1391658.000000 Penalty: 4640.575195
	Iteration 18Q: 3 clusters Score -1391658 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1391738.125000 Penalty: 4640.575195
	Iteration 19Q: 3 clusters Score -1391738 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1391808.250000 Penalty: 4640.575195
	Iteration 20F: 3 clusters Score -1391808 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1391890.250000 Penalty: 4640.575195
	Iteration 21Q: 3 clusters Score -1391890 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1391967.000000 Penalty: 4640.575195
	Iteration 22Q: 3 clusters Score -1391967 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1392030.375000 Penalty: 4640.575195
	Iteration 23Q: 3 clusters Score -1392030 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1392090.250000 Penalty: 4640.575195
	Iteration 24Q: 3 clusters Score -1392090 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1392145.375000 Penalty: 4640.575195
	Iteration 25Q: 3 clusters Score -1392145 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1392181.250000 Penalty: 4640.575195
	Iteration 26Q: 3 clusters Score -1392181 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1392207.625000 Penalty: 4640.575195
	Iteration 27Q: 3 clusters Score -1392208 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1392223.125000 Penalty: 4640.575195
	Iteration 28Q: 3 clusters Score -1392223 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1392241.375000 Penalty: 4640.575195
	Iteration 29Q: 3 clusters Score -1392241 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1392255.250000 Penalty: 4640.575195
	Iteration 30Q: 3 clusters Score -1392255 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1392267.375000 Penalty: 4640.575195
	Iteration 31Q: 3 clusters Score -1392267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1392274.500000 Penalty: 4640.575195
	Iteration 32Q: 3 clusters Score -1392274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1392285.000000 Penalty: 4640.575195
	Iteration 33Q: 3 clusters Score -1392285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1392289.375000 Penalty: 4640.575195
	Iteration 34Q: 3 clusters Score -1392289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1392293.875000 Penalty: 4640.575195
	Iteration 35Q: 3 clusters Score -1392294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1392301.375000 Penalty: 4640.575195
	Iteration 36Q: 3 clusters Score -1392301 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1392306.500000 Penalty: 4640.575195
	Iteration 37Q: 3 clusters Score -1392306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1392312.250000 Penalty: 4640.575195
	Iteration 38Q: 3 clusters Score -1392312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1392321.500000 Penalty: 4640.575195
	Iteration 39Q: 3 clusters Score -1392322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1392328.375000 Penalty: 4640.575195
	Iteration 40F: 3 clusters Score -1392328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1392336.625000 Penalty: 4640.575195
	Iteration 41Q: 3 clusters Score -1392337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1392346.250000 Penalty: 4640.575195
	Iteration 42Q: 3 clusters Score -1392346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1392345.250000 Penalty: 4640.575195
	Iteration 43Q: 3 clusters Score -1392345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1392352.625000 Penalty: 4640.575195
	Iteration 44Q: 3 clusters Score -1392353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1392359.875000 Penalty: 4640.575195
	Iteration 45Q: 3 clusters Score -1392360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1392360.875000 Penalty: 4640.575195
	Iteration 46Q: 3 clusters Score -1392361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1392366.000000 Penalty: 4640.575195
	Iteration 47Q: 3 clusters Score -1392366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1392371.000000 Penalty: 4640.575195
	Iteration 48Q: 3 clusters Score -1392371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1392369.750000 Penalty: 4640.575195
	Iteration 49Q: 3 clusters Score -1392370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1392373.750000 Penalty: 4640.575195
	Iteration 50Q: 3 clusters Score -1392374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1392381.500000 Penalty: 4640.575195
	Iteration 51Q: 3 clusters Score -1392382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1392384.000000 Penalty: 4640.575195
	Iteration 52Q: 3 clusters Score -1392384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1392385.500000 Penalty: 4640.575195
	Iteration 53Q: 3 clusters Score -1392386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1392386.000000 Penalty: 4640.575195
	Iteration 54Q: 3 clusters Score -1392386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1392387.250000 Penalty: 4640.575195
	Iteration 55Q: 3 clusters Score -1392387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1392388.750000 Penalty: 4640.575195
	Iteration 56Q: 3 clusters Score -1392389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1392388.750000 Penalty: 4640.575195
	Iteration 57F: 3 clusters Score -1392389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Entering Unmasked Estep 
Score: -1163088.375000 Penalty: 2286.288086
	Iteration 0F: 2 clusters Score -1163088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1155418.000000 Penalty: 4572.576172
	Iteration 0F: 3 clusters Score -1155418 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1157824.125000 Penalty: 4572.576172
	Iteration 1F: 3 clusters Score -1157824 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1158257.625000 Penalty: 4572.576172
	Iteration 2F: 3 clusters Score -1158258 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1158561.250000 Penalty: 4572.576172
	Iteration 3F: 3 clusters Score -1158561 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1158812.375000 Penalty: 4572.576172
	Iteration 4Q: 3 clusters Score -1158812 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1159035.750000 Penalty: 4572.576172
	Iteration 5Q: 3 clusters Score -1159036 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1159209.750000 Penalty: 4572.576172
	Iteration 6Q: 3 clusters Score -1159210 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1159375.500000 Penalty: 4572.576172
	Iteration 7Q: 3 clusters Score -1159376 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1159533.250000 Penalty: 4572.576172
	Iteration 8Q: 3 clusters Score -1159533 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1159678.000000 Penalty: 4572.576172
	Iteration 9Q: 3 clusters Score -1159678 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1159814.250000 Penalty: 4572.576172
	Iteration 10Q: 3 clusters Score -1159814 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1159964.625000 Penalty: 4572.576172
	Iteration 11Q: 3 clusters Score -1159965 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1160096.500000 Penalty: 4572.576172
	Iteration 12Q: 3 clusters Score -1160096 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1160228.375000 Penalty: 4572.576172
	Iteration 13Q: 3 clusters Score -1160228 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1160369.000000 Penalty: 4572.576172
	Iteration 14Q: 3 clusters Score -1160369 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1160498.875000 Penalty: 4572.576172
	Iteration 15Q: 3 clusters Score -1160499 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1160625.500000 Penalty: 4572.576172
	Iteration 16Q: 3 clusters Score -1160626 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1160783.000000 Penalty: 4572.576172
	Iteration 17Q: 3 clusters Score -1160783 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1160957.250000 Penalty: 4572.576172
	Iteration 18Q: 3 clusters Score -1160957 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1161164.875000 Penalty: 4572.576172
	Iteration 19Q: 3 clusters Score -1161165 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1161353.125000 Penalty: 4572.576172
	Iteration 20F: 3 clusters Score -1161353 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1161489.750000 Penalty: 4572.576172
	Iteration 21Q: 3 clusters Score -1161490 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1161597.500000 Penalty: 4572.576172
	Iteration 22Q: 3 clusters Score -1161598 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1161685.500000 Penalty: 4572.576172
	Iteration 23Q: 3 clusters Score -1161686 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1161766.250000 Penalty: 4572.576172
	Iteration 24Q: 3 clusters Score -1161766 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1161847.000000 Penalty: 4572.576172
	Iteration 25Q: 3 clusters Score -1161847 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1161906.750000 Penalty: 4572.576172
	Iteration 26Q: 3 clusters Score -1161907 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1161938.500000 Penalty: 4572.576172
	Iteration 27Q: 3 clusters Score -1161938 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1161953.500000 Penalty: 4572.576172
	Iteration 28Q: 3 clusters Score -1161954 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1161967.125000 Penalty: 4572.576172
	Iteration 29Q: 3 clusters Score -1161967 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1161975.500000 Penalty: 4572.576172
	Iteration 30Q: 3 clusters Score -1161976 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1161977.375000 Penalty: 4572.576172
	Iteration 31Q: 3 clusters Score -1161977 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1161984.875000 Penalty: 4572.576172
	Iteration 32Q: 3 clusters Score -1161985 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1161985.250000 Penalty: 4572.576172
	Iteration 33Q: 3 clusters Score -1161985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1161988.750000 Penalty: 4572.576172
	Iteration 34Q: 3 clusters Score -1161989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1161987.625000 Penalty: 4572.576172
	Iteration 35Q: 3 clusters Score -1161988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1161987.625000 Penalty: 4572.576172
	Iteration 36F: 3 clusters Score -1161988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Entering Unmasked Estep 
Score: -1027634.812500 Penalty: 2259.381592
	Iteration 0F: 2 clusters Score -1027635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1020583.562500 Penalty: 4518.763184
	Iteration 0F: 3 clusters Score -1020584 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1022747.125000 Penalty: 4518.763184
	Iteration 1F: 3 clusters Score -1022747 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1023252.062500 Penalty: 4518.763184
	Iteration 2F: 3 clusters Score -1023252 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1023766.062500 Penalty: 4518.763184
	Iteration 3F: 3 clusters Score -1023766 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1024327.312500 Penalty: 4518.763184
	Iteration 4F: 3 clusters Score -1024327 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1024934.875000 Penalty: 4518.763184
	Iteration 5F: 3 clusters Score -1024935 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1025594.562500 Penalty: 4518.763184
	Iteration 6F: 3 clusters Score -1025595 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1026178.437500 Penalty: 4518.763184
	Iteration 7F: 3 clusters Score -1026178 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1026607.875000 Penalty: 4518.763184
	Iteration 8F: 3 clusters Score -1026608 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1026867.125000 Penalty: 4518.763184
	Iteration 9Q: 3 clusters Score -1026867 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1027030.500000 Penalty: 4518.763184
	Iteration 10Q: 3 clusters Score -1027030 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1027136.125000 Penalty: 4518.763184
	Iteration 11Q: 3 clusters Score -1027136 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1027218.812500 Penalty: 4518.763184
	Iteration 12Q: 3 clusters Score -1027219 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1027287.875000 Penalty: 4518.763184
	Iteration 13Q: 3 clusters Score -1027288 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1027329.312500 Penalty: 4518.763184
	Iteration 14Q: 3 clusters Score -1027329 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1027351.500000 Penalty: 4518.763184
	Iteration 15Q: 3 clusters Score -1027352 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1027375.500000 Penalty: 4518.763184
	Iteration 16Q: 3 clusters Score -1027376 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1027391.750000 Penalty: 4518.763184
	Iteration 17Q: 3 clusters Score -1027392 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1027403.000000 Penalty: 4518.763184
	Iteration 18Q: 3 clusters Score -1027403 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1027417.000000 Penalty: 4518.763184
	Iteration 19Q: 3 clusters Score -1027417 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1027419.062500 Penalty: 4518.763184
	Iteration 20F: 3 clusters Score -1027419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1027421.625000 Penalty: 4518.763184
	Iteration 21Q: 3 clusters Score -1027422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1027420.562500 Penalty: 4518.763184
	Iteration 22Q: 3 clusters Score -1027421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1027420.562500 Penalty: 4518.763184
	Iteration 23F: 3 clusters Score -1027421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Entering Unmasked Estep 
Score: -1680055.375000 Penalty: 2381.558350
	Iteration 0F: 2 clusters Score -1680055 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 7324 members 
Entering Unmasked Estep 
Score: -1669341.125000 Penalty: 4763.116699
	Iteration 0F: 3 clusters Score -1669341 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1672926.250000 Penalty: 4763.116699
	Iteration 1F: 3 clusters Score -1672926 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1673440.500000 Penalty: 4763.116699
	Iteration 2F: 3 clusters Score -1673440 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1673980.875000 Penalty: 4763.116699
	Iteration 3F: 3 clusters Score -1673981 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1674628.125000 Penalty: 4763.116699
	Iteration 4F: 3 clusters Score -1674628 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1675421.125000 Penalty: 4763.116699
	Iteration 5F: 3 clusters Score -1675421 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1676423.375000 Penalty: 4763.116699
	Iteration 6F: 3 clusters Score -1676423 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1677609.500000 Penalty: 4763.116699
	Iteration 7F: 3 clusters Score -1677610 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1678553.125000 Penalty: 4763.116699
	Iteration 8F: 3 clusters Score -1678553 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1679200.500000 Penalty: 4763.116699
	Iteration 9Q: 3 clusters Score -1679200 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1679640.750000 Penalty: 4763.116699
	Iteration 10Q: 3 clusters Score -1679641 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1679893.375000 Penalty: 4763.116699
	Iteration 11Q: 3 clusters Score -1679893 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1680040.750000 Penalty: 4763.116699
	Iteration 12Q: 3 clusters Score -1680041 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1680139.625000 Penalty: 4763.116699
	Iteration 13Q: 3 clusters Score -1680140 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1680234.500000 Penalty: 4763.116699
	Iteration 14Q: 3 clusters Score -1680234 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1680321.000000 Penalty: 4763.116699
	Iteration 15Q: 3 clusters Score -1680321 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1680408.500000 Penalty: 4763.116699
	Iteration 16Q: 3 clusters Score -1680408 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1680483.875000 Penalty: 4763.116699
	Iteration 17Q: 3 clusters Score -1680484 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1680518.875000 Penalty: 4763.116699
	Iteration 18Q: 3 clusters Score -1680519 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1680537.625000 Penalty: 4763.116699
	Iteration 19Q: 3 clusters Score -1680538 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1680552.125000 Penalty: 4763.116699
	Iteration 20F: 3 clusters Score -1680552 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1680556.250000 Penalty: 4763.116699
	Iteration 21Q: 3 clusters Score -1680556 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1680560.500000 Penalty: 4763.116699
	Iteration 22Q: 3 clusters Score -1680560 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1680565.875000 Penalty: 4763.116699
	Iteration 23Q: 3 clusters Score -1680566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1680562.000000 Penalty: 4763.116699
	Iteration 24Q: 3 clusters Score -1680562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1680567.250000 Penalty: 4763.116699
	Iteration 25Q: 3 clusters Score -1680567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1680565.500000 Penalty: 4763.116699
	Iteration 26Q: 3 clusters Score -1680566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1680566.750000 Penalty: 4763.116699
	Iteration 27Q: 3 clusters Score -1680567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1680569.375000 Penalty: 4763.116699
	Iteration 28Q: 3 clusters Score -1680569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1680567.375000 Penalty: 4763.116699
	Iteration 29Q: 3 clusters Score -1680567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1680570.250000 Penalty: 4763.116699
	Iteration 30Q: 3 clusters Score -1680570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1680570.250000 Penalty: 4763.116699
	Iteration 31F: 3 clusters Score -1680570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 13787 members 
Mstep: Class 3 contains 13807 members 
Mstep: Class 4 contains 3305 members 
Mstep: Class 5 contains 42449 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4568 members 
Mstep: Class 8 contains 196159 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28487 members 
Mstep: Class 11 contains 17085 members 
Mstep: Class 12 contains 16723 members 
Mstep: Class 13 contains 56089 members 
Mstep: Class 14 contains 155821 members 
Mstep: Class 15 contains 29953 members 
Mstep: Class 16 contains 11568 members 
Mstep: Class 17 contains 10086 members 
Mstep: Class 18 contains 9049 members 
Mstep: Class 19 contains 10928 members 
Mstep: Class 20 contains 12293 members 
Mstep: Class 21 contains 171268 members 
Mstep: Class 22 contains 30109 members 
Mstep: Class 23 contains 24893 members 
Mstep: Class 24 contains 82278 members 
Mstep: Class 25 contains 24818 members 
Mstep: Class 26 contains 13551 members 
Mstep: Class 27 contains 332672 members 
Mstep: Class 28 contains 203136 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10087 members 
Mstep: Class 31 contains 9003 members 
Mstep: Class 32 contains 83387 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222513 members 
Mstep: Class 35 contains 91441 members 
Mstep: Class 36 contains 21007 members 
Mstep: Class 37 contains 8235 members 
Mstep: Class 38 contains 905 members 
Mstep: Class 39 contains 3882 members 
Entering Unmasked Estep 
Score: -235492800.000000 Penalty: 140280.062500
Splitting cluster 19 changes total score from -235493344.000000 to -235492800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (12293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Entering Unmasked Estep 
Score: -1489608.500000 Penalty: 2335.362793
	Iteration 0F: 2 clusters Score -1489608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1480482.750000 Penalty: 4670.725586
	Iteration 0F: 3 clusters Score -1480483 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1483289.250000 Penalty: 4670.725586
	Iteration 1F: 3 clusters Score -1483289 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1483782.125000 Penalty: 4670.725586
	Iteration 2F: 3 clusters Score -1483782 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1484253.250000 Penalty: 4670.725586
	Iteration 3F: 3 clusters Score -1484253 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1484678.750000 Penalty: 4670.725586
	Iteration 4F: 3 clusters Score -1484679 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1485083.500000 Penalty: 4670.725586
	Iteration 5F: 3 clusters Score -1485084 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1485490.375000 Penalty: 4670.725586
	Iteration 6F: 3 clusters Score -1485490 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1485892.500000 Penalty: 4670.725586
	Iteration 7F: 3 clusters Score -1485892 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1486267.250000 Penalty: 4670.725586
	Iteration 8F: 3 clusters Score -1486267 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1486561.500000 Penalty: 4670.725586
	Iteration 9Q: 3 clusters Score -1486562 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1486761.000000 Penalty: 4670.725586
	Iteration 10Q: 3 clusters Score -1486761 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1486889.500000 Penalty: 4670.725586
	Iteration 11Q: 3 clusters Score -1486890 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1486982.750000 Penalty: 4670.725586
	Iteration 12Q: 3 clusters Score -1486983 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1487051.500000 Penalty: 4670.725586
	Iteration 13Q: 3 clusters Score -1487052 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1487097.750000 Penalty: 4670.725586
	Iteration 14Q: 3 clusters Score -1487098 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1487145.500000 Penalty: 4670.725586
	Iteration 15Q: 3 clusters Score -1487146 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1487175.625000 Penalty: 4670.725586
	Iteration 16Q: 3 clusters Score -1487176 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1487215.500000 Penalty: 4670.725586
	Iteration 17Q: 3 clusters Score -1487216 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1487255.875000 Penalty: 4670.725586
	Iteration 18Q: 3 clusters Score -1487256 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1487313.250000 Penalty: 4670.725586
	Iteration 19Q: 3 clusters Score -1487313 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1487355.375000 Penalty: 4670.725586
	Iteration 20F: 3 clusters Score -1487355 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1487413.125000 Penalty: 4670.725586
	Iteration 21Q: 3 clusters Score -1487413 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1487465.125000 Penalty: 4670.725586
	Iteration 22Q: 3 clusters Score -1487465 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1487511.625000 Penalty: 4670.725586
	Iteration 23Q: 3 clusters Score -1487512 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1487549.500000 Penalty: 4670.725586
	Iteration 24Q: 3 clusters Score -1487550 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1487588.500000 Penalty: 4670.725586
	Iteration 25Q: 3 clusters Score -1487588 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1487631.875000 Penalty: 4670.725586
	Iteration 26Q: 3 clusters Score -1487632 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1487668.875000 Penalty: 4670.725586
	Iteration 27Q: 3 clusters Score -1487669 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1487704.875000 Penalty: 4670.725586
	Iteration 28Q: 3 clusters Score -1487705 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1487726.375000 Penalty: 4670.725586
	Iteration 29Q: 3 clusters Score -1487726 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1487746.375000 Penalty: 4670.725586
	Iteration 30Q: 3 clusters Score -1487746 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1487772.000000 Penalty: 4670.725586
	Iteration 31Q: 3 clusters Score -1487772 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1487782.250000 Penalty: 4670.725586
	Iteration 32Q: 3 clusters Score -1487782 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1487804.000000 Penalty: 4670.725586
	Iteration 33Q: 3 clusters Score -1487804 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1487816.375000 Penalty: 4670.725586
	Iteration 34Q: 3 clusters Score -1487816 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1487831.875000 Penalty: 4670.725586
	Iteration 35Q: 3 clusters Score -1487832 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1487838.375000 Penalty: 4670.725586
	Iteration 36Q: 3 clusters Score -1487838 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1487851.500000 Penalty: 4670.725586
	Iteration 37Q: 3 clusters Score -1487852 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1487871.500000 Penalty: 4670.725586
	Iteration 38Q: 3 clusters Score -1487872 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1487889.250000 Penalty: 4670.725586
	Iteration 39Q: 3 clusters Score -1487889 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1487903.125000 Penalty: 4670.725586
	Iteration 40F: 3 clusters Score -1487903 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1487917.125000 Penalty: 4670.725586
	Iteration 41Q: 3 clusters Score -1487917 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1487925.500000 Penalty: 4670.725586
	Iteration 42Q: 3 clusters Score -1487926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1487936.125000 Penalty: 4670.725586
	Iteration 43Q: 3 clusters Score -1487936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1487944.000000 Penalty: 4670.725586
	Iteration 44Q: 3 clusters Score -1487944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1487948.125000 Penalty: 4670.725586
	Iteration 45Q: 3 clusters Score -1487948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1487948.875000 Penalty: 4670.725586
	Iteration 46Q: 3 clusters Score -1487949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1487951.000000 Penalty: 4670.725586
	Iteration 47Q: 3 clusters Score -1487951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1487954.500000 Penalty: 4670.725586
	Iteration 48Q: 3 clusters Score -1487954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1487958.750000 Penalty: 4670.725586
	Iteration 49Q: 3 clusters Score -1487959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1487960.750000 Penalty: 4670.725586
	Iteration 50Q: 3 clusters Score -1487961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1487960.750000 Penalty: 4670.725586
	Iteration 51Q: 3 clusters Score -1487961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1487961.000000 Penalty: 4670.725586
	Iteration 52Q: 3 clusters Score -1487961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1487962.625000 Penalty: 4670.725586
	Iteration 53Q: 3 clusters Score -1487963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1487967.125000 Penalty: 4670.725586
	Iteration 54Q: 3 clusters Score -1487967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1487966.875000 Penalty: 4670.725586
	Iteration 55Q: 3 clusters Score -1487967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1487967.875000 Penalty: 4670.725586
	Iteration 56Q: 3 clusters Score -1487968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1487969.875000 Penalty: 4670.725586
	Iteration 57Q: 3 clusters Score -1487970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1487969.250000 Penalty: 4670.725586
	Iteration 58Q: 3 clusters Score -1487969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1487968.125000 Penalty: 4670.725586
	Iteration 59Q: 3 clusters Score -1487968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1487968.375000 Penalty: 4670.725586
	Iteration 60F: 3 clusters Score -1487968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1487970.250000 Penalty: 4670.725586
	Iteration 61Q: 3 clusters Score -1487970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1487970.750000 Penalty: 4670.725586
	Iteration 62Q: 3 clusters Score -1487971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1487971.000000 Penalty: 4670.725586
	Iteration 63Q: 3 clusters Score -1487971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1487970.250000 Penalty: 4670.725586
	Iteration 64Q: 3 clusters Score -1487970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1487972.000000 Penalty: 4670.725586
	Iteration 65Q: 3 clusters Score -1487972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1487971.750000 Penalty: 4670.725586
	Iteration 66Q: 3 clusters Score -1487972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1487969.875000 Penalty: 4670.725586
	Iteration 67Q: 3 clusters Score -1487970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1487972.500000 Penalty: 4670.725586
	Iteration 68Q: 3 clusters Score -1487972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1487972.625000 Penalty: 4670.725586
	Iteration 69Q: 3 clusters Score -1487973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1487973.000000 Penalty: 4670.725586
	Iteration 70Q: 3 clusters Score -1487973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1487973.375000 Penalty: 4670.725586
	Iteration 71Q: 3 clusters Score -1487973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1487973.375000 Penalty: 4670.725586
	Iteration 72F: 3 clusters Score -1487973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (171268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171268 members 
Entering Unmasked Estep 
Score: -20922914.000000 Penalty: 2988.644287
	Iteration 0F: 2 clusters Score -2.092291e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86180 members 
Mstep: Class 2 contains 85088 members 
Entering Unmasked Estep 
Score: -20808050.000000 Penalty: 5977.288574
	Iteration 0F: 3 clusters Score -2.080805e+07 nChanged 82342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93840 members 
Mstep: Class 2 contains 77428 members 
Entering Unmasked Estep 
Score: -20856412.000000 Penalty: 5977.288574
	Iteration 1F: 3 clusters Score -2.085641e+07 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98748 members 
Mstep: Class 2 contains 72520 members 
Entering Unmasked Estep 
Score: -20858306.000000 Penalty: 5977.288574
	Iteration 2Q: 3 clusters Score -2.085831e+07 nChanged 7971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106313 members 
Mstep: Class 2 contains 64955 members 
Entering Unmasked Estep 
Score: -20862152.000000 Penalty: 5977.288574
	Iteration 3Q: 3 clusters Score -2.086215e+07 nChanged 11097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117322 members 
Mstep: Class 2 contains 53946 members 
Entering Unmasked Estep 
Score: -20869156.000000 Penalty: 5977.288574
	Iteration 4F: 3 clusters Score -2.086916e+07 nChanged 14798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132114 members 
Mstep: Class 2 contains 39154 members 
Entering Unmasked Estep 
Score: -20881472.000000 Penalty: 5977.288574
	Iteration 5F: 3 clusters Score -2.088147e+07 nChanged 16752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148866 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -20897574.000000 Penalty: 5977.288574
	Iteration 6F: 3 clusters Score -2.089757e+07 nChanged 13276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162142 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -20911220.000000 Penalty: 5977.288574
	Iteration 7F: 3 clusters Score -2.091122e+07 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168689 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -20917624.000000 Penalty: 5977.288574
	Iteration 8Q: 3 clusters Score -2.091762e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170651 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -20919610.000000 Penalty: 5977.288574
	Iteration 9Q: 3 clusters Score -2.091961e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171017 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -20920016.000000 Penalty: 5977.288574
	Iteration 10Q: 3 clusters Score -2.092002e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171075 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -20920114.000000 Penalty: 5977.288574
	Iteration 11Q: 3 clusters Score -2.092011e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171088 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -20920160.000000 Penalty: 5977.288574
	Iteration 12Q: 3 clusters Score -2.092016e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171091 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -20920200.000000 Penalty: 5977.288574
	Iteration 13Q: 3 clusters Score -2.09202e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171091 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -20920242.000000 Penalty: 5977.288574
	Iteration 14Q: 3 clusters Score -2.092024e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171093 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -20920248.000000 Penalty: 5977.288574
	Iteration 15Q: 3 clusters Score -2.092025e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171096 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -20920260.000000 Penalty: 5977.288574
	Iteration 16Q: 3 clusters Score -2.092026e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171096 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -20920262.000000 Penalty: 5977.288574
	Iteration 17Q: 3 clusters Score -2.092026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171097 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -20920278.000000 Penalty: 5977.288574
	Iteration 18Q: 3 clusters Score -2.092028e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171100 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -20920284.000000 Penalty: 5977.288574
	Iteration 19Q: 3 clusters Score -2.092028e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171102 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -20920288.000000 Penalty: 5977.288574
	Iteration 20F: 3 clusters Score -2.092029e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (30109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30109 members 
Entering Unmasked Estep 
Score: -3407266.750000 Penalty: 2557.519531
	Iteration 0F: 2 clusters Score -3407267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -3386540.250000 Penalty: 5115.039062
	Iteration 0F: 3 clusters Score -3386540 nChanged 13525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -3393932.250000 Penalty: 5115.039062
	Iteration 1F: 3 clusters Score -3393932 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -3394655.250000 Penalty: 5115.039062
	Iteration 2F: 3 clusters Score -3394655 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -3395485.750000 Penalty: 5115.039062
	Iteration 3F: 3 clusters Score -3395486 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -3396352.500000 Penalty: 5115.039062
	Iteration 4F: 3 clusters Score -3396352 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -3397274.250000 Penalty: 5115.039062
	Iteration 5F: 3 clusters Score -3397274 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -3398266.750000 Penalty: 5115.039062
	Iteration 6F: 3 clusters Score -3398267 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -3399271.500000 Penalty: 5115.039062
	Iteration 7F: 3 clusters Score -3399272 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -3400335.750000 Penalty: 5115.039062
	Iteration 8F: 3 clusters Score -3400336 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -3401270.000000 Penalty: 5115.039062
	Iteration 9Q: 3 clusters Score -3401270 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -3402072.500000 Penalty: 5115.039062
	Iteration 10Q: 3 clusters Score -3402072 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -3402704.750000 Penalty: 5115.039062
	Iteration 11Q: 3 clusters Score -3402705 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -3403161.500000 Penalty: 5115.039062
	Iteration 12Q: 3 clusters Score -3403162 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -3403466.000000 Penalty: 5115.039062
	Iteration 13Q: 3 clusters Score -3403466 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -3403678.000000 Penalty: 5115.039062
	Iteration 14Q: 3 clusters Score -3403678 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -3403851.250000 Penalty: 5115.039062
	Iteration 15Q: 3 clusters Score -3403851 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -3403991.250000 Penalty: 5115.039062
	Iteration 16Q: 3 clusters Score -3403991 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -3404101.250000 Penalty: 5115.039062
	Iteration 17Q: 3 clusters Score -3404101 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -3404210.000000 Penalty: 5115.039062
	Iteration 18Q: 3 clusters Score -3404210 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -3404372.000000 Penalty: 5115.039062
	Iteration 19Q: 3 clusters Score -3404372 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -3404636.250000 Penalty: 5115.039062
	Iteration 20F: 3 clusters Score -3404636 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -3404910.000000 Penalty: 5115.039062
	Iteration 21Q: 3 clusters Score -3404910 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -3405098.250000 Penalty: 5115.039062
	Iteration 22Q: 3 clusters Score -3405098 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -3405151.500000 Penalty: 5115.039062
	Iteration 23Q: 3 clusters Score -3405152 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -3405214.500000 Penalty: 5115.039062
	Iteration 24Q: 3 clusters Score -3405214 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -3405270.250000 Penalty: 5115.039062
	Iteration 25Q: 3 clusters Score -3405270 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -3405300.500000 Penalty: 5115.039062
	Iteration 26Q: 3 clusters Score -3405300 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -3405335.000000 Penalty: 5115.039062
	Iteration 27Q: 3 clusters Score -3405335 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -3405391.250000 Penalty: 5115.039062
	Iteration 28Q: 3 clusters Score -3405391 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -3405412.750000 Penalty: 5115.039062
	Iteration 29Q: 3 clusters Score -3405413 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -3405426.250000 Penalty: 5115.039062
	Iteration 30Q: 3 clusters Score -3405426 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -3405469.500000 Penalty: 5115.039062
	Iteration 31Q: 3 clusters Score -3405470 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -3405505.000000 Penalty: 5115.039062
	Iteration 32Q: 3 clusters Score -3405505 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -3405553.000000 Penalty: 5115.039062
	Iteration 33Q: 3 clusters Score -3405553 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -3405624.250000 Penalty: 5115.039062
	Iteration 34Q: 3 clusters Score -3405624 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 23944 members 
Entering Unmasked Estep 
Score: -3405684.500000 Penalty: 5115.039062
	Iteration 35Q: 3 clusters Score -3405684 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -3405746.000000 Penalty: 5115.039062
	Iteration 36Q: 3 clusters Score -3405746 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -3405796.000000 Penalty: 5115.039062
	Iteration 37Q: 3 clusters Score -3405796 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -3405841.000000 Penalty: 5115.039062
	Iteration 38Q: 3 clusters Score -3405841 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -3405879.500000 Penalty: 5115.039062
	Iteration 39Q: 3 clusters Score -3405880 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -3405917.000000 Penalty: 5115.039062
	Iteration 40F: 3 clusters Score -3405917 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -3405942.750000 Penalty: 5115.039062
	Iteration 41Q: 3 clusters Score -3405943 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -3405957.250000 Penalty: 5115.039062
	Iteration 42Q: 3 clusters Score -3405957 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -3405963.750000 Penalty: 5115.039062
	Iteration 43Q: 3 clusters Score -3405964 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -3405978.750000 Penalty: 5115.039062
	Iteration 44Q: 3 clusters Score -3405979 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -3405978.750000 Penalty: 5115.039062
	Iteration 45Q: 3 clusters Score -3405979 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -3405990.750000 Penalty: 5115.039062
	Iteration 46Q: 3 clusters Score -3405991 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -3406000.250000 Penalty: 5115.039062
	Iteration 47Q: 3 clusters Score -3406000 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -3406014.750000 Penalty: 5115.039062
	Iteration 48Q: 3 clusters Score -3406015 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -3406017.000000 Penalty: 5115.039062
	Iteration 49Q: 3 clusters Score -3406017 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -3406029.500000 Penalty: 5115.039062
	Iteration 50Q: 3 clusters Score -3406030 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -3406035.750000 Penalty: 5115.039062
	Iteration 51Q: 3 clusters Score -3406036 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -3406046.250000 Penalty: 5115.039062
	Iteration 52Q: 3 clusters Score -3406046 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -3406061.250000 Penalty: 5115.039062
	Iteration 53Q: 3 clusters Score -3406061 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -3406059.750000 Penalty: 5115.039062
	Iteration 54Q: 3 clusters Score -3406060 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -3406061.250000 Penalty: 5115.039062
	Iteration 55Q: 3 clusters Score -3406061 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -3406050.250000 Penalty: 5115.039062
	Iteration 56Q: 3 clusters Score -3406050 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -3406061.750000 Penalty: 5115.039062
	Iteration 57Q: 3 clusters Score -3406062 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -3406054.500000 Penalty: 5115.039062
	Iteration 58Q: 3 clusters Score -3406054 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -3406062.250000 Penalty: 5115.039062
	Iteration 59Q: 3 clusters Score -3406062 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -3406069.250000 Penalty: 5115.039062
	Iteration 60F: 3 clusters Score -3406069 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -3406070.750000 Penalty: 5115.039062
	Iteration 61Q: 3 clusters Score -3406071 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -3406082.250000 Penalty: 5115.039062
	Iteration 62Q: 3 clusters Score -3406082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -3406081.000000 Penalty: 5115.039062
	Iteration 63Q: 3 clusters Score -3406081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -3406086.250000 Penalty: 5115.039062
	Iteration 64Q: 3 clusters Score -3406086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -3406086.000000 Penalty: 5115.039062
	Iteration 65Q: 3 clusters Score -3406086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -3406086.500000 Penalty: 5115.039062
	Iteration 66Q: 3 clusters Score -3406086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -3406085.250000 Penalty: 5115.039062
	Iteration 67Q: 3 clusters Score -3406085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -3406086.750000 Penalty: 5115.039062
	Iteration 68Q: 3 clusters Score -3406087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -3406085.750000 Penalty: 5115.039062
	Iteration 69Q: 3 clusters Score -3406086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -3406086.250000 Penalty: 5115.039062
	Iteration 70Q: 3 clusters Score -3406086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -3406088.250000 Penalty: 5115.039062
	Iteration 71Q: 3 clusters Score -3406088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -3406088.250000 Penalty: 5115.039062
	Iteration 72F: 3 clusters Score -3406088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (24893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Entering Unmasked Estep 
Score: -2959915.750000 Penalty: 2510.340820
	Iteration 0F: 2 clusters Score -2959916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -2942655.000000 Penalty: 5020.681641
	Iteration 0F: 3 clusters Score -2942655 nChanged 11136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -2948917.000000 Penalty: 5020.681641
	Iteration 1F: 3 clusters Score -2948917 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -2949512.000000 Penalty: 5020.681641
	Iteration 2F: 3 clusters Score -2949512 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -2950083.750000 Penalty: 5020.681641
	Iteration 3F: 3 clusters Score -2950084 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -2950800.750000 Penalty: 5020.681641
	Iteration 4F: 3 clusters Score -2950801 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -2951664.500000 Penalty: 5020.681641
	Iteration 5F: 3 clusters Score -2951664 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -2952631.250000 Penalty: 5020.681641
	Iteration 6F: 3 clusters Score -2952631 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -2953591.750000 Penalty: 5020.681641
	Iteration 7F: 3 clusters Score -2953592 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -2954585.000000 Penalty: 5020.681641
	Iteration 8F: 3 clusters Score -2954585 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -2955527.500000 Penalty: 5020.681641
	Iteration 9F: 3 clusters Score -2955528 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -2956331.500000 Penalty: 5020.681641
	Iteration 10Q: 3 clusters Score -2956332 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -2956945.250000 Penalty: 5020.681641
	Iteration 11Q: 3 clusters Score -2956945 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -2957349.750000 Penalty: 5020.681641
	Iteration 12Q: 3 clusters Score -2957350 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -2957636.500000 Penalty: 5020.681641
	Iteration 13Q: 3 clusters Score -2957636 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -2957832.750000 Penalty: 5020.681641
	Iteration 14Q: 3 clusters Score -2957833 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -2957981.250000 Penalty: 5020.681641
	Iteration 15Q: 3 clusters Score -2957981 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -2958116.250000 Penalty: 5020.681641
	Iteration 16Q: 3 clusters Score -2958116 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -2958231.500000 Penalty: 5020.681641
	Iteration 17Q: 3 clusters Score -2958232 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -2958346.000000 Penalty: 5020.681641
	Iteration 18Q: 3 clusters Score -2958346 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -2958404.000000 Penalty: 5020.681641
	Iteration 19Q: 3 clusters Score -2958404 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -2958455.250000 Penalty: 5020.681641
	Iteration 20F: 3 clusters Score -2958455 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -2958499.000000 Penalty: 5020.681641
	Iteration 21Q: 3 clusters Score -2958499 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -2958531.250000 Penalty: 5020.681641
	Iteration 22Q: 3 clusters Score -2958531 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -2958560.250000 Penalty: 5020.681641
	Iteration 23Q: 3 clusters Score -2958560 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -2958570.750000 Penalty: 5020.681641
	Iteration 24Q: 3 clusters Score -2958571 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -2958584.500000 Penalty: 5020.681641
	Iteration 25Q: 3 clusters Score -2958584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -2958590.750000 Penalty: 5020.681641
	Iteration 26Q: 3 clusters Score -2958591 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -2958598.500000 Penalty: 5020.681641
	Iteration 27Q: 3 clusters Score -2958598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -2958611.250000 Penalty: 5020.681641
	Iteration 28Q: 3 clusters Score -2958611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -2958612.000000 Penalty: 5020.681641
	Iteration 29Q: 3 clusters Score -2958612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -2958611.500000 Penalty: 5020.681641
	Iteration 30Q: 3 clusters Score -2958612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -2958615.000000 Penalty: 5020.681641
	Iteration 31Q: 3 clusters Score -2958615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -2958619.000000 Penalty: 5020.681641
	Iteration 32Q: 3 clusters Score -2958619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -2958615.750000 Penalty: 5020.681641
	Iteration 33Q: 3 clusters Score -2958616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -2958620.500000 Penalty: 5020.681641
	Iteration 34Q: 3 clusters Score -2958620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 23944 members 
Entering Unmasked Estep 
Score: -2958620.000000 Penalty: 5020.681641
	Iteration 35Q: 3 clusters Score -2958620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -2958620.500000 Penalty: 5020.681641
	Iteration 36Q: 3 clusters Score -2958620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -2958621.000000 Penalty: 5020.681641
	Iteration 37Q: 3 clusters Score -2958621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -2958618.500000 Penalty: 5020.681641
	Iteration 38Q: 3 clusters Score -2958618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -2958619.500000 Penalty: 5020.681641
	Iteration 39Q: 3 clusters Score -2958620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -2958625.500000 Penalty: 5020.681641
	Iteration 40F: 3 clusters Score -2958626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -2958624.000000 Penalty: 5020.681641
	Iteration 41Q: 3 clusters Score -2958624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -2958626.000000 Penalty: 5020.681641
	Iteration 42Q: 3 clusters Score -2958626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -2958623.500000 Penalty: 5020.681641
	Iteration 43Q: 3 clusters Score -2958624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -2958623.500000 Penalty: 5020.681641
	Iteration 44F: 3 clusters Score -2958624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (82278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82278 members 
Entering Unmasked Estep 
Score: -10046933.000000 Penalty: 2806.828857
	Iteration 0F: 2 clusters Score -1.004693e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40949 members 
Mstep: Class 2 contains 41329 members 
Entering Unmasked Estep 
Score: -9992154.000000 Penalty: 5613.657715
	Iteration 0F: 3 clusters Score -9992154 nChanged 38535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38488 members 
Mstep: Class 2 contains 43790 members 
Entering Unmasked Estep 
Score: -10013748.000000 Penalty: 5613.657715
	Iteration 1F: 3 clusters Score -1.001375e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36748 members 
Mstep: Class 2 contains 45530 members 
Entering Unmasked Estep 
Score: -10014790.000000 Penalty: 5613.657715
	Iteration 2Q: 3 clusters Score -1.001479e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34104 members 
Mstep: Class 2 contains 48174 members 
Entering Unmasked Estep 
Score: -10016171.000000 Penalty: 5613.657715
	Iteration 3Q: 3 clusters Score -1.001617e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30299 members 
Mstep: Class 2 contains 51979 members 
Entering Unmasked Estep 
Score: -10018398.000000 Penalty: 5613.657715
	Iteration 4F: 3 clusters Score -1.00184e+07 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 57136 members 
Entering Unmasked Estep 
Score: -10021884.000000 Penalty: 5613.657715
	Iteration 5F: 3 clusters Score -1.002188e+07 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 63452 members 
Entering Unmasked Estep 
Score: -10027068.000000 Penalty: 5613.657715
	Iteration 6F: 3 clusters Score -1.002707e+07 nChanged 6759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 70121 members 
Entering Unmasked Estep 
Score: -10033130.000000 Penalty: 5613.657715
	Iteration 7F: 3 clusters Score -1.003313e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 75714 members 
Entering Unmasked Estep 
Score: -10038480.000000 Penalty: 5613.657715
	Iteration 8F: 3 clusters Score -1.003848e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 79302 members 
Entering Unmasked Estep 
Score: -10042007.000000 Penalty: 5613.657715
	Iteration 9Q: 3 clusters Score -1.004201e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 80978 members 
Entering Unmasked Estep 
Score: -10043469.000000 Penalty: 5613.657715
	Iteration 10Q: 3 clusters Score -1.004347e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 81605 members 
Entering Unmasked Estep 
Score: -10043995.000000 Penalty: 5613.657715
	Iteration 11Q: 3 clusters Score -1.0044e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 81836 members 
Entering Unmasked Estep 
Score: -10044233.000000 Penalty: 5613.657715
	Iteration 12Q: 3 clusters Score -1.004423e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 81924 members 
Entering Unmasked Estep 
Score: -10044319.000000 Penalty: 5613.657715
	Iteration 13Q: 3 clusters Score -1.004432e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 81947 members 
Entering Unmasked Estep 
Score: -10044367.000000 Penalty: 5613.657715
	Iteration 14Q: 3 clusters Score -1.004437e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 81965 members 
Entering Unmasked Estep 
Score: -10044399.000000 Penalty: 5613.657715
	Iteration 15Q: 3 clusters Score -1.00444e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 81974 members 
Entering Unmasked Estep 
Score: -10044416.000000 Penalty: 5613.657715
	Iteration 16Q: 3 clusters Score -1.004442e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 81980 members 
Entering Unmasked Estep 
Score: -10044432.000000 Penalty: 5613.657715
	Iteration 17Q: 3 clusters Score -1.004443e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 81985 members 
Entering Unmasked Estep 
Score: -10044434.000000 Penalty: 5613.657715
	Iteration 18Q: 3 clusters Score -1.004443e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 81991 members 
Entering Unmasked Estep 
Score: -10044452.000000 Penalty: 5613.657715
	Iteration 19Q: 3 clusters Score -1.004445e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 81994 members 
Entering Unmasked Estep 
Score: -10044453.000000 Penalty: 5613.657715
	Iteration 20F: 3 clusters Score -1.004445e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 82002 members 
Entering Unmasked Estep 
Score: -10044479.000000 Penalty: 5613.657715
	Iteration 21Q: 3 clusters Score -1.004448e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 82003 members 
Entering Unmasked Estep 
Score: -10044486.000000 Penalty: 5613.657715
	Iteration 22Q: 3 clusters Score -1.004449e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 82002 members 
Entering Unmasked Estep 
Score: -10044490.000000 Penalty: 5613.657715
	Iteration 23Q: 3 clusters Score -1.004449e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 82004 members 
Entering Unmasked Estep 
Score: -10044493.000000 Penalty: 5613.657715
	Iteration 24Q: 3 clusters Score -1.004449e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 82006 members 
Entering Unmasked Estep 
Score: -10044502.000000 Penalty: 5613.657715
	Iteration 25Q: 3 clusters Score -1.00445e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 82010 members 
Entering Unmasked Estep 
Score: -10044506.000000 Penalty: 5613.657715
	Iteration 26Q: 3 clusters Score -1.004451e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 82009 members 
Entering Unmasked Estep 
Score: -10044508.000000 Penalty: 5613.657715
	Iteration 27Q: 3 clusters Score -1.004451e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 82008 members 
Entering Unmasked Estep 
Score: -10044516.000000 Penalty: 5613.657715
	Iteration 28Q: 3 clusters Score -1.004452e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 82008 members 
Entering Unmasked Estep 
Score: -10044516.000000 Penalty: 5613.657715
	Iteration 29F: 3 clusters Score -1.004452e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (24818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Entering Unmasked Estep 
Score: -2904187.000000 Penalty: 2509.592529
	Iteration 0F: 2 clusters Score -2904187 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 12429 members 
Entering Unmasked Estep 
Score: -2887031.250000 Penalty: 5019.185059
	Iteration 0F: 3 clusters Score -2887031 nChanged 11050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -2893036.250000 Penalty: 5019.185059
	Iteration 1F: 3 clusters Score -2893036 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -2893583.250000 Penalty: 5019.185059
	Iteration 2F: 3 clusters Score -2893583 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -2894166.000000 Penalty: 5019.185059
	Iteration 3F: 3 clusters Score -2894166 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -2894759.750000 Penalty: 5019.185059
	Iteration 4Q: 3 clusters Score -2894760 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -2895378.000000 Penalty: 5019.185059
	Iteration 5F: 3 clusters Score -2895378 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -2895929.500000 Penalty: 5019.185059
	Iteration 6Q: 3 clusters Score -2895930 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -2896539.750000 Penalty: 5019.185059
	Iteration 7Q: 3 clusters Score -2896540 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -2897171.500000 Penalty: 5019.185059
	Iteration 8Q: 3 clusters Score -2897172 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -2897727.500000 Penalty: 5019.185059
	Iteration 9Q: 3 clusters Score -2897728 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -2898178.250000 Penalty: 5019.185059
	Iteration 10Q: 3 clusters Score -2898178 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -2898561.500000 Penalty: 5019.185059
	Iteration 11Q: 3 clusters Score -2898562 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -2898894.250000 Penalty: 5019.185059
	Iteration 12Q: 3 clusters Score -2898894 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -2899146.500000 Penalty: 5019.185059
	Iteration 13Q: 3 clusters Score -2899146 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -2899380.250000 Penalty: 5019.185059
	Iteration 14Q: 3 clusters Score -2899380 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -2899549.500000 Penalty: 5019.185059
	Iteration 15Q: 3 clusters Score -2899550 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -2899746.750000 Penalty: 5019.185059
	Iteration 16Q: 3 clusters Score -2899747 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -2899902.500000 Penalty: 5019.185059
	Iteration 17Q: 3 clusters Score -2899902 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -2900073.000000 Penalty: 5019.185059
	Iteration 18Q: 3 clusters Score -2900073 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -2900229.750000 Penalty: 5019.185059
	Iteration 19Q: 3 clusters Score -2900230 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -2900422.500000 Penalty: 5019.185059
	Iteration 20F: 3 clusters Score -2900422 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -2900668.500000 Penalty: 5019.185059
	Iteration 21Q: 3 clusters Score -2900668 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -2901033.500000 Penalty: 5019.185059
	Iteration 22Q: 3 clusters Score -2901034 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -2901614.750000 Penalty: 5019.185059
	Iteration 23Q: 3 clusters Score -2901615 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -2902068.500000 Penalty: 5019.185059
	Iteration 24Q: 3 clusters Score -2902068 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -2902247.250000 Penalty: 5019.185059
	Iteration 25Q: 3 clusters Score -2902247 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -2902341.250000 Penalty: 5019.185059
	Iteration 26Q: 3 clusters Score -2902341 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -2902391.000000 Penalty: 5019.185059
	Iteration 27Q: 3 clusters Score -2902391 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -2902416.500000 Penalty: 5019.185059
	Iteration 28Q: 3 clusters Score -2902416 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -2902455.000000 Penalty: 5019.185059
	Iteration 29Q: 3 clusters Score -2902455 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -2902475.250000 Penalty: 5019.185059
	Iteration 30Q: 3 clusters Score -2902475 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -2902484.250000 Penalty: 5019.185059
	Iteration 31Q: 3 clusters Score -2902484 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2902515.000000 Penalty: 5019.185059
	Iteration 32Q: 3 clusters Score -2902515 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2902529.500000 Penalty: 5019.185059
	Iteration 33Q: 3 clusters Score -2902530 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2902541.750000 Penalty: 5019.185059
	Iteration 34Q: 3 clusters Score -2902542 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -2902548.500000 Penalty: 5019.185059
	Iteration 35Q: 3 clusters Score -2902548 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2902558.500000 Penalty: 5019.185059
	Iteration 36Q: 3 clusters Score -2902558 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2902553.750000 Penalty: 5019.185059
	Iteration 37Q: 3 clusters Score -2902554 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2902566.250000 Penalty: 5019.185059
	Iteration 38Q: 3 clusters Score -2902566 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2902574.500000 Penalty: 5019.185059
	Iteration 39Q: 3 clusters Score -2902574 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2902580.750000 Penalty: 5019.185059
	Iteration 40F: 3 clusters Score -2902581 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2902586.500000 Penalty: 5019.185059
	Iteration 41Q: 3 clusters Score -2902586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2902586.500000 Penalty: 5019.185059
	Iteration 42Q: 3 clusters Score -2902586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2902590.750000 Penalty: 5019.185059
	Iteration 43Q: 3 clusters Score -2902591 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2902603.250000 Penalty: 5019.185059
	Iteration 44Q: 3 clusters Score -2902603 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2902610.500000 Penalty: 5019.185059
	Iteration 45Q: 3 clusters Score -2902610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2902610.000000 Penalty: 5019.185059
	Iteration 46Q: 3 clusters Score -2902610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2902613.000000 Penalty: 5019.185059
	Iteration 47Q: 3 clusters Score -2902613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2902617.250000 Penalty: 5019.185059
	Iteration 48Q: 3 clusters Score -2902617 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2902615.000000 Penalty: 5019.185059
	Iteration 49Q: 3 clusters Score -2902615 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2902619.500000 Penalty: 5019.185059
	Iteration 50Q: 3 clusters Score -2902620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2902627.750000 Penalty: 5019.185059
	Iteration 51Q: 3 clusters Score -2902628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2902628.750000 Penalty: 5019.185059
	Iteration 52Q: 3 clusters Score -2902629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2902630.500000 Penalty: 5019.185059
	Iteration 53Q: 3 clusters Score -2902630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2902639.000000 Penalty: 5019.185059
	Iteration 54Q: 3 clusters Score -2902639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2902633.750000 Penalty: 5019.185059
	Iteration 55Q: 3 clusters Score -2902634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2902635.250000 Penalty: 5019.185059
	Iteration 56Q: 3 clusters Score -2902635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2902632.250000 Penalty: 5019.185059
	Iteration 57Q: 3 clusters Score -2902632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2902637.500000 Penalty: 5019.185059
	Iteration 58Q: 3 clusters Score -2902638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2902636.500000 Penalty: 5019.185059
	Iteration 59Q: 3 clusters Score -2902636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2902637.250000 Penalty: 5019.185059
	Iteration 60F: 3 clusters Score -2902637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2902640.250000 Penalty: 5019.185059
	Iteration 61Q: 3 clusters Score -2902640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2902641.750000 Penalty: 5019.185059
	Iteration 62Q: 3 clusters Score -2902642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2902646.750000 Penalty: 5019.185059
	Iteration 63Q: 3 clusters Score -2902647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2902647.500000 Penalty: 5019.185059
	Iteration 64Q: 3 clusters Score -2902648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2902651.000000 Penalty: 5019.185059
	Iteration 65Q: 3 clusters Score -2902651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2902649.250000 Penalty: 5019.185059
	Iteration 66Q: 3 clusters Score -2902649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2902650.750000 Penalty: 5019.185059
	Iteration 67Q: 3 clusters Score -2902651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2902655.000000 Penalty: 5019.185059
	Iteration 68Q: 3 clusters Score -2902655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2902656.000000 Penalty: 5019.185059
	Iteration 69Q: 3 clusters Score -2902656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2902658.500000 Penalty: 5019.185059
	Iteration 70Q: 3 clusters Score -2902658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2902660.250000 Penalty: 5019.185059
	Iteration 71Q: 3 clusters Score -2902660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2902666.750000 Penalty: 5019.185059
	Iteration 72Q: 3 clusters Score -2902667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2902673.250000 Penalty: 5019.185059
	Iteration 73Q: 3 clusters Score -2902673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2902672.000000 Penalty: 5019.185059
	Iteration 74Q: 3 clusters Score -2902672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2902669.500000 Penalty: 5019.185059
	Iteration 75Q: 3 clusters Score -2902670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2902670.500000 Penalty: 5019.185059
	Iteration 76Q: 3 clusters Score -2902670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2902666.500000 Penalty: 5019.185059
	Iteration 77Q: 3 clusters Score -2902666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2902669.500000 Penalty: 5019.185059
	Iteration 78Q: 3 clusters Score -2902670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2902671.000000 Penalty: 5019.185059
	Iteration 79Q: 3 clusters Score -2902671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2902670.500000 Penalty: 5019.185059
	Iteration 80F: 3 clusters Score -2902670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2902668.500000 Penalty: 5019.185059
	Iteration 81Q: 3 clusters Score -2902668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2902670.500000 Penalty: 5019.185059
	Iteration 82Q: 3 clusters Score -2902670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2902669.000000 Penalty: 5019.185059
	Iteration 83Q: 3 clusters Score -2902669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2902672.250000 Penalty: 5019.185059
	Iteration 84Q: 3 clusters Score -2902672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2902668.000000 Penalty: 5019.185059
	Iteration 85Q: 3 clusters Score -2902668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2902671.250000 Penalty: 5019.185059
	Iteration 86Q: 3 clusters Score -2902671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2902671.250000 Penalty: 5019.185059
	Iteration 87F: 3 clusters Score -2902671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Entering Unmasked Estep 
Score: -1520197.000000 Penalty: 2359.525391
	Iteration 0F: 2 clusters Score -1520197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1510267.875000 Penalty: 4719.050781
	Iteration 0F: 3 clusters Score -1510268 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1513550.250000 Penalty: 4719.050781
	Iteration 1F: 3 clusters Score -1513550 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1514113.625000 Penalty: 4719.050781
	Iteration 2F: 3 clusters Score -1514114 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1514610.750000 Penalty: 4719.050781
	Iteration 3F: 3 clusters Score -1514611 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1515056.250000 Penalty: 4719.050781
	Iteration 4F: 3 clusters Score -1515056 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1515563.625000 Penalty: 4719.050781
	Iteration 5F: 3 clusters Score -1515564 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1516133.625000 Penalty: 4719.050781
	Iteration 6F: 3 clusters Score -1516134 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1516651.750000 Penalty: 4719.050781
	Iteration 7F: 3 clusters Score -1516652 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1517092.375000 Penalty: 4719.050781
	Iteration 8F: 3 clusters Score -1517092 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1517433.000000 Penalty: 4719.050781
	Iteration 9Q: 3 clusters Score -1517433 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1517658.000000 Penalty: 4719.050781
	Iteration 10Q: 3 clusters Score -1517658 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1517851.875000 Penalty: 4719.050781
	Iteration 11Q: 3 clusters Score -1517852 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1518002.000000 Penalty: 4719.050781
	Iteration 12Q: 3 clusters Score -1518002 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1518126.125000 Penalty: 4719.050781
	Iteration 13Q: 3 clusters Score -1518126 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1518206.250000 Penalty: 4719.050781
	Iteration 14Q: 3 clusters Score -1518206 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1518272.375000 Penalty: 4719.050781
	Iteration 15Q: 3 clusters Score -1518272 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1518322.875000 Penalty: 4719.050781
	Iteration 16Q: 3 clusters Score -1518323 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1518357.000000 Penalty: 4719.050781
	Iteration 17Q: 3 clusters Score -1518357 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1518390.875000 Penalty: 4719.050781
	Iteration 18Q: 3 clusters Score -1518391 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1518417.375000 Penalty: 4719.050781
	Iteration 19Q: 3 clusters Score -1518417 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1518444.750000 Penalty: 4719.050781
	Iteration 20F: 3 clusters Score -1518445 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1518470.375000 Penalty: 4719.050781
	Iteration 21Q: 3 clusters Score -1518470 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1518503.500000 Penalty: 4719.050781
	Iteration 22Q: 3 clusters Score -1518504 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1518550.750000 Penalty: 4719.050781
	Iteration 23Q: 3 clusters Score -1518551 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1518623.125000 Penalty: 4719.050781
	Iteration 24Q: 3 clusters Score -1518623 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1518721.625000 Penalty: 4719.050781
	Iteration 25Q: 3 clusters Score -1518722 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1518833.250000 Penalty: 4719.050781
	Iteration 26Q: 3 clusters Score -1518833 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1518962.000000 Penalty: 4719.050781
	Iteration 27Q: 3 clusters Score -1518962 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1519073.625000 Penalty: 4719.050781
	Iteration 28Q: 3 clusters Score -1519074 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1519165.250000 Penalty: 4719.050781
	Iteration 29Q: 3 clusters Score -1519165 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1519230.125000 Penalty: 4719.050781
	Iteration 30Q: 3 clusters Score -1519230 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1519293.625000 Penalty: 4719.050781
	Iteration 31Q: 3 clusters Score -1519294 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1519337.125000 Penalty: 4719.050781
	Iteration 32Q: 3 clusters Score -1519337 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1519357.250000 Penalty: 4719.050781
	Iteration 33Q: 3 clusters Score -1519357 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1519380.750000 Penalty: 4719.050781
	Iteration 34Q: 3 clusters Score -1519381 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1519394.250000 Penalty: 4719.050781
	Iteration 35Q: 3 clusters Score -1519394 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1519418.875000 Penalty: 4719.050781
	Iteration 36Q: 3 clusters Score -1519419 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1519431.125000 Penalty: 4719.050781
	Iteration 37Q: 3 clusters Score -1519431 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1519445.125000 Penalty: 4719.050781
	Iteration 38Q: 3 clusters Score -1519445 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1519453.000000 Penalty: 4719.050781
	Iteration 39Q: 3 clusters Score -1519453 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1519464.750000 Penalty: 4719.050781
	Iteration 40F: 3 clusters Score -1519465 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1519468.625000 Penalty: 4719.050781
	Iteration 41Q: 3 clusters Score -1519469 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1519471.000000 Penalty: 4719.050781
	Iteration 42Q: 3 clusters Score -1519471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1519470.875000 Penalty: 4719.050781
	Iteration 43Q: 3 clusters Score -1519471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1519474.375000 Penalty: 4719.050781
	Iteration 44Q: 3 clusters Score -1519474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1519477.000000 Penalty: 4719.050781
	Iteration 45Q: 3 clusters Score -1519477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1519475.375000 Penalty: 4719.050781
	Iteration 46Q: 3 clusters Score -1519475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1519475.250000 Penalty: 4719.050781
	Iteration 47Q: 3 clusters Score -1519475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1519476.000000 Penalty: 4719.050781
	Iteration 48Q: 3 clusters Score -1519476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1519475.625000 Penalty: 4719.050781
	Iteration 49Q: 3 clusters Score -1519476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1519474.000000 Penalty: 4719.050781
	Iteration 50Q: 3 clusters Score -1519474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1519472.500000 Penalty: 4719.050781
	Iteration 51Q: 3 clusters Score -1519472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1519472.500000 Penalty: 4719.050781
	Iteration 52F: 3 clusters Score -1519472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (332672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332672 members 
Entering Unmasked Estep 
Score: -40441956.000000 Penalty: 3153.298340
	Iteration 0F: 2 clusters Score -4.044196e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166053 members 
Mstep: Class 2 contains 166619 members 
Entering Unmasked Estep 
Score: -40254328.000000 Penalty: 6306.596680
	Iteration 0F: 3 clusters Score -4.025433e+07 nChanged 161476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161853 members 
Mstep: Class 2 contains 170819 members 
Entering Unmasked Estep 
Score: -40350384.000000 Penalty: 6306.596680
	Iteration 1F: 3 clusters Score -4.035038e+07 nChanged 7842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159493 members 
Mstep: Class 2 contains 173179 members 
Entering Unmasked Estep 
Score: -40351700.000000 Penalty: 6306.596680
	Iteration 2Q: 3 clusters Score -4.03517e+07 nChanged 8894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156105 members 
Mstep: Class 2 contains 176567 members 
Entering Unmasked Estep 
Score: -40353440.000000 Penalty: 6306.596680
	Iteration 3Q: 3 clusters Score -4.035344e+07 nChanged 10755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151222 members 
Mstep: Class 2 contains 181450 members 
Entering Unmasked Estep 
Score: -40355976.000000 Penalty: 6306.596680
	Iteration 4Q: 3 clusters Score -4.035598e+07 nChanged 13290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144702 members 
Mstep: Class 2 contains 187970 members 
Entering Unmasked Estep 
Score: -40359912.000000 Penalty: 6306.596680
	Iteration 5Q: 3 clusters Score -4.035991e+07 nChanged 16275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136601 members 
Mstep: Class 2 contains 196071 members 
Entering Unmasked Estep 
Score: -40366840.000000 Penalty: 6306.596680
	Iteration 6Q: 3 clusters Score -4.036684e+07 nChanged 19361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127670 members 
Mstep: Class 2 contains 205002 members 
Entering Unmasked Estep 
Score: -40376616.000000 Penalty: 6306.596680
	Iteration 7F: 3 clusters Score -4.037662e+07 nChanged 20770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120202 members 
Mstep: Class 2 contains 212470 members 
Entering Unmasked Estep 
Score: -40387840.000000 Penalty: 6306.596680
	Iteration 8F: 3 clusters Score -4.038784e+07 nChanged 20295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116017 members 
Mstep: Class 2 contains 216655 members 
Entering Unmasked Estep 
Score: -40397792.000000 Penalty: 6306.596680
	Iteration 9F: 3 clusters Score -4.039779e+07 nChanged 17579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115926 members 
Mstep: Class 2 contains 216746 members 
Entering Unmasked Estep 
Score: -40405072.000000 Penalty: 6306.596680
	Iteration 10F: 3 clusters Score -4.040507e+07 nChanged 13515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118635 members 
Mstep: Class 2 contains 214037 members 
Entering Unmasked Estep 
Score: -40408564.000000 Penalty: 6306.596680
	Iteration 11Q: 3 clusters Score -4.040856e+07 nChanged 9206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122437 members 
Mstep: Class 2 contains 210235 members 
Entering Unmasked Estep 
Score: -40410352.000000 Penalty: 6306.596680
	Iteration 12Q: 3 clusters Score -4.041035e+07 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126171 members 
Mstep: Class 2 contains 206501 members 
Entering Unmasked Estep 
Score: -40410944.000000 Penalty: 6306.596680
	Iteration 13Q: 3 clusters Score -4.041094e+07 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130078 members 
Mstep: Class 2 contains 202594 members 
Entering Unmasked Estep 
Score: -40410740.000000 Penalty: 6306.596680
	Iteration 14Q: 3 clusters Score -4.041074e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134115 members 
Mstep: Class 2 contains 198557 members 
Entering Unmasked Estep 
Score: -40411332.000000 Penalty: 6306.596680
	Iteration 15Q: 3 clusters Score -4.041133e+07 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138130 members 
Mstep: Class 2 contains 194542 members 
Entering Unmasked Estep 
Score: -40411796.000000 Penalty: 6306.596680
	Iteration 16Q: 3 clusters Score -4.04118e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142174 members 
Mstep: Class 2 contains 190498 members 
Entering Unmasked Estep 
Score: -40412496.000000 Penalty: 6306.596680
	Iteration 17Q: 3 clusters Score -4.04125e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146087 members 
Mstep: Class 2 contains 186585 members 
Entering Unmasked Estep 
Score: -40412788.000000 Penalty: 6306.596680
	Iteration 18Q: 3 clusters Score -4.041279e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149694 members 
Mstep: Class 2 contains 182978 members 
Entering Unmasked Estep 
Score: -40413428.000000 Penalty: 6306.596680
	Iteration 19Q: 3 clusters Score -4.041343e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153051 members 
Mstep: Class 2 contains 179621 members 
Entering Unmasked Estep 
Score: -40413932.000000 Penalty: 6306.596680
	Iteration 20F: 3 clusters Score -4.041393e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156034 members 
Mstep: Class 2 contains 176638 members 
Entering Unmasked Estep 
Score: -40414256.000000 Penalty: 6306.596680
	Iteration 21Q: 3 clusters Score -4.041426e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158811 members 
Mstep: Class 2 contains 173861 members 
Entering Unmasked Estep 
Score: -40414588.000000 Penalty: 6306.596680
	Iteration 22Q: 3 clusters Score -4.041459e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161269 members 
Mstep: Class 2 contains 171403 members 
Entering Unmasked Estep 
Score: -40414816.000000 Penalty: 6306.596680
	Iteration 23Q: 3 clusters Score -4.041482e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163420 members 
Mstep: Class 2 contains 169252 members 
Entering Unmasked Estep 
Score: -40415296.000000 Penalty: 6306.596680
	Iteration 24Q: 3 clusters Score -4.04153e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165207 members 
Mstep: Class 2 contains 167465 members 
Entering Unmasked Estep 
Score: -40415532.000000 Penalty: 6306.596680
	Iteration 25Q: 3 clusters Score -4.041553e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166914 members 
Mstep: Class 2 contains 165758 members 
Entering Unmasked Estep 
Score: -40415556.000000 Penalty: 6306.596680
	Iteration 26Q: 3 clusters Score -4.041556e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168786 members 
Mstep: Class 2 contains 163886 members 
Entering Unmasked Estep 
Score: -40415700.000000 Penalty: 6306.596680
	Iteration 27Q: 3 clusters Score -4.04157e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170774 members 
Mstep: Class 2 contains 161898 members 
Entering Unmasked Estep 
Score: -40415940.000000 Penalty: 6306.596680
	Iteration 28Q: 3 clusters Score -4.041594e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173771 members 
Mstep: Class 2 contains 158901 members 
Entering Unmasked Estep 
Score: -40416488.000000 Penalty: 6306.596680
	Iteration 29Q: 3 clusters Score -4.041649e+07 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178159 members 
Mstep: Class 2 contains 154513 members 
Entering Unmasked Estep 
Score: -40416548.000000 Penalty: 6306.596680
	Iteration 30Q: 3 clusters Score -4.041655e+07 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184251 members 
Mstep: Class 2 contains 148421 members 
Entering Unmasked Estep 
Score: -40417088.000000 Penalty: 6306.596680
	Iteration 31Q: 3 clusters Score -4.041709e+07 nChanged 8231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192482 members 
Mstep: Class 2 contains 140190 members 
Entering Unmasked Estep 
Score: -40417556.000000 Penalty: 6306.596680
	Iteration 32Q: 3 clusters Score -4.041756e+07 nChanged 11222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203704 members 
Mstep: Class 2 contains 128968 members 
Entering Unmasked Estep 
Score: -40417220.000000 Penalty: 6306.596680
	Iteration 33Q: 3 clusters Score -4.041722e+07 nChanged 15298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219002 members 
Mstep: Class 2 contains 113670 members 
Entering Unmasked Estep 
Score: -40416672.000000 Penalty: 6306.596680
	Iteration 34Q: 3 clusters Score -4.041667e+07 nChanged 18759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237759 members 
Mstep: Class 2 contains 94913 members 
Entering Unmasked Estep 
Score: -40416320.000000 Penalty: 6306.596680
	Iteration 35F: 3 clusters Score -4.041632e+07 nChanged 20614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258327 members 
Mstep: Class 2 contains 74345 members 
Entering Unmasked Estep 
Score: -40418456.000000 Penalty: 6306.596680
	Iteration 36F: 3 clusters Score -4.041846e+07 nChanged 19940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278143 members 
Mstep: Class 2 contains 54529 members 
Entering Unmasked Estep 
Score: -40423508.000000 Penalty: 6306.596680
	Iteration 37F: 3 clusters Score -4.042351e+07 nChanged 16283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294276 members 
Mstep: Class 2 contains 38396 members 
Entering Unmasked Estep 
Score: -40428060.000000 Penalty: 6306.596680
	Iteration 38Q: 3 clusters Score -4.042806e+07 nChanged 11613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305803 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -40431032.000000 Penalty: 6306.596680
	Iteration 39Q: 3 clusters Score -4.043103e+07 nChanged 8016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313763 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -40433020.000000 Penalty: 6306.596680
	Iteration 40F: 3 clusters Score -4.043302e+07 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319446 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -40434832.000000 Penalty: 6306.596680
	Iteration 41Q: 3 clusters Score -4.043483e+07 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323676 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -40435908.000000 Penalty: 6306.596680
	Iteration 42Q: 3 clusters Score -4.043591e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326769 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -40437088.000000 Penalty: 6306.596680
	Iteration 43Q: 3 clusters Score -4.043709e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329030 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -40437968.000000 Penalty: 6306.596680
	Iteration 44Q: 3 clusters Score -4.043797e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330387 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -40438516.000000 Penalty: 6306.596680
	Iteration 45Q: 3 clusters Score -4.043852e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331111 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -40438792.000000 Penalty: 6306.596680
	Iteration 46Q: 3 clusters Score -4.043879e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331527 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -40439056.000000 Penalty: 6306.596680
	Iteration 47Q: 3 clusters Score -4.043906e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331767 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -40439192.000000 Penalty: 6306.596680
	Iteration 48Q: 3 clusters Score -4.043919e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331904 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -40439236.000000 Penalty: 6306.596680
	Iteration 49Q: 3 clusters Score -4.043924e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331996 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -40439292.000000 Penalty: 6306.596680
	Iteration 50Q: 3 clusters Score -4.043929e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332055 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -40439328.000000 Penalty: 6306.596680
	Iteration 51Q: 3 clusters Score -4.043933e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332090 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -40439408.000000 Penalty: 6306.596680
	Iteration 52Q: 3 clusters Score -4.043941e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332109 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -40439440.000000 Penalty: 6306.596680
	Iteration 53Q: 3 clusters Score -4.043944e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332125 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -40439448.000000 Penalty: 6306.596680
	Iteration 54Q: 3 clusters Score -4.043945e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332134 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -40439504.000000 Penalty: 6306.596680
	Iteration 55Q: 3 clusters Score -4.04395e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332142 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -40439532.000000 Penalty: 6306.596680
	Iteration 56Q: 3 clusters Score -4.043953e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332141 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -40439536.000000 Penalty: 6306.596680
	Iteration 57Q: 3 clusters Score -4.043954e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332145 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -40439548.000000 Penalty: 6306.596680
	Iteration 58Q: 3 clusters Score -4.043955e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332150 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -40439544.000000 Penalty: 6306.596680
	Iteration 59Q: 3 clusters Score -4.043954e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332149 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -40439560.000000 Penalty: 6306.596680
	Iteration 60F: 3 clusters Score -4.043956e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332146 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -40439584.000000 Penalty: 6306.596680
	Iteration 61Q: 3 clusters Score -4.043958e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332143 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -40439584.000000 Penalty: 6306.596680
	Iteration 62Q: 3 clusters Score -4.043958e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332147 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -40439588.000000 Penalty: 6306.596680
	Iteration 63Q: 3 clusters Score -4.043959e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332143 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -40439624.000000 Penalty: 6306.596680
	Iteration 64Q: 3 clusters Score -4.043962e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332138 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -40439648.000000 Penalty: 6306.596680
	Iteration 65Q: 3 clusters Score -4.043965e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332134 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -40439640.000000 Penalty: 6306.596680
	Iteration 66Q: 3 clusters Score -4.043964e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332134 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -40439648.000000 Penalty: 6306.596680
	Iteration 67Q: 3 clusters Score -4.043965e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332136 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -40439644.000000 Penalty: 6306.596680
	Iteration 68Q: 3 clusters Score -4.043964e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332139 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -40439660.000000 Penalty: 6306.596680
	Iteration 69Q: 3 clusters Score -4.043966e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332140 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -40439672.000000 Penalty: 6306.596680
	Iteration 70Q: 3 clusters Score -4.043967e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332141 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -40439684.000000 Penalty: 6306.596680
	Iteration 71Q: 3 clusters Score -4.043968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332144 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -40439680.000000 Penalty: 6306.596680
	Iteration 72Q: 3 clusters Score -4.043968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332147 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -40439648.000000 Penalty: 6306.596680
	Iteration 73Q: 3 clusters Score -4.043965e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332150 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -40439680.000000 Penalty: 6306.596680
	Iteration 74Q: 3 clusters Score -4.043968e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332152 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -40439668.000000 Penalty: 6306.596680
	Iteration 75Q: 3 clusters Score -4.043967e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332152 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -40439696.000000 Penalty: 6306.596680
	Iteration 76Q: 3 clusters Score -4.04397e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332148 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -40439696.000000 Penalty: 6306.596680
	Iteration 77Q: 3 clusters Score -4.04397e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332150 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -40439680.000000 Penalty: 6306.596680
	Iteration 78Q: 3 clusters Score -4.043968e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332153 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -40439704.000000 Penalty: 6306.596680
	Iteration 79Q: 3 clusters Score -4.04397e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332157 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -40439692.000000 Penalty: 6306.596680
	Iteration 80F: 3 clusters Score -4.043969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332156 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -40439716.000000 Penalty: 6306.596680
	Iteration 81Q: 3 clusters Score -4.043972e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332155 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -40439724.000000 Penalty: 6306.596680
	Iteration 82Q: 3 clusters Score -4.043972e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332153 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -40439724.000000 Penalty: 6306.596680
	Iteration 83Q: 3 clusters Score -4.043972e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332152 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -40439712.000000 Penalty: 6306.596680
	Iteration 84Q: 3 clusters Score -4.043971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332152 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -40439700.000000 Penalty: 6306.596680
	Iteration 85Q: 3 clusters Score -4.04397e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332152 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -40439720.000000 Penalty: 6306.596680
	Iteration 86Q: 3 clusters Score -4.043972e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332150 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -40439728.000000 Penalty: 6306.596680
	Iteration 87Q: 3 clusters Score -4.043973e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332151 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -40439708.000000 Penalty: 6306.596680
	Iteration 88Q: 3 clusters Score -4.043971e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332153 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -40439716.000000 Penalty: 6306.596680
	Iteration 89Q: 3 clusters Score -4.043972e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332156 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -40439724.000000 Penalty: 6306.596680
	Iteration 90Q: 3 clusters Score -4.043972e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332155 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -40439728.000000 Penalty: 6306.596680
	Iteration 91Q: 3 clusters Score -4.043973e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332156 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -40439728.000000 Penalty: 6306.596680
	Iteration 92Q: 3 clusters Score -4.043973e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332157 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -40439732.000000 Penalty: 6306.596680
	Iteration 93Q: 3 clusters Score -4.043973e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332155 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -40439724.000000 Penalty: 6306.596680
	Iteration 94Q: 3 clusters Score -4.043972e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332154 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -40439732.000000 Penalty: 6306.596680
	Iteration 95Q: 3 clusters Score -4.043973e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332153 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -40439720.000000 Penalty: 6306.596680
	Iteration 96Q: 3 clusters Score -4.043972e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332153 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -40439720.000000 Penalty: 6306.596680
	Iteration 97F: 3 clusters Score -4.043972e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (203136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203136 members 
Entering Unmasked Estep 
Score: -25112702.000000 Penalty: 3030.964600
	Iteration 0F: 2 clusters Score -2.51127e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101590 members 
Mstep: Class 2 contains 101546 members 
Entering Unmasked Estep 
Score: -24979444.000000 Penalty: 6061.929199
	Iteration 0F: 3 clusters Score -2.497944e+07 nChanged 97668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100728 members 
Mstep: Class 2 contains 102408 members 
Entering Unmasked Estep 
Score: -25035860.000000 Penalty: 6061.929199
	Iteration 1F: 3 clusters Score -2.503586e+07 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100270 members 
Mstep: Class 2 contains 102866 members 
Entering Unmasked Estep 
Score: -25036928.000000 Penalty: 6061.929199
	Iteration 2Q: 3 clusters Score -2.503693e+07 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99515 members 
Mstep: Class 2 contains 103621 members 
Entering Unmasked Estep 
Score: -25038244.000000 Penalty: 6061.929199
	Iteration 3Q: 3 clusters Score -2.503824e+07 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98520 members 
Mstep: Class 2 contains 104616 members 
Entering Unmasked Estep 
Score: -25039818.000000 Penalty: 6061.929199
	Iteration 4Q: 3 clusters Score -2.503982e+07 nChanged 6819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97233 members 
Mstep: Class 2 contains 105903 members 
Entering Unmasked Estep 
Score: -25041952.000000 Penalty: 6061.929199
	Iteration 5Q: 3 clusters Score -2.504195e+07 nChanged 7656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95387 members 
Mstep: Class 2 contains 107749 members 
Entering Unmasked Estep 
Score: -25045156.000000 Penalty: 6061.929199
	Iteration 6Q: 3 clusters Score -2.504516e+07 nChanged 9083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93156 members 
Mstep: Class 2 contains 109980 members 
Entering Unmasked Estep 
Score: -25049464.000000 Penalty: 6061.929199
	Iteration 7Q: 3 clusters Score -2.504946e+07 nChanged 10740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91024 members 
Mstep: Class 2 contains 112112 members 
Entering Unmasked Estep 
Score: -25056604.000000 Penalty: 6061.929199
	Iteration 8F: 3 clusters Score -2.50566e+07 nChanged 12948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89304 members 
Mstep: Class 2 contains 113832 members 
Entering Unmasked Estep 
Score: -25066808.000000 Penalty: 6061.929199
	Iteration 9F: 3 clusters Score -2.506681e+07 nChanged 13961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88629 members 
Mstep: Class 2 contains 114507 members 
Entering Unmasked Estep 
Score: -25078456.000000 Penalty: 6061.929199
	Iteration 10F: 3 clusters Score -2.507846e+07 nChanged 11969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88894 members 
Mstep: Class 2 contains 114242 members 
Entering Unmasked Estep 
Score: -25085814.000000 Penalty: 6061.929199
	Iteration 11F: 3 clusters Score -2.508581e+07 nChanged 8059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89379 members 
Mstep: Class 2 contains 113757 members 
Entering Unmasked Estep 
Score: -25089732.000000 Penalty: 6061.929199
	Iteration 12Q: 3 clusters Score -2.508973e+07 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90057 members 
Mstep: Class 2 contains 113079 members 
Entering Unmasked Estep 
Score: -25092110.000000 Penalty: 6061.929199
	Iteration 13Q: 3 clusters Score -2.509211e+07 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90802 members 
Mstep: Class 2 contains 112334 members 
Entering Unmasked Estep 
Score: -25094492.000000 Penalty: 6061.929199
	Iteration 14Q: 3 clusters Score -2.509449e+07 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91756 members 
Mstep: Class 2 contains 111380 members 
Entering Unmasked Estep 
Score: -25096974.000000 Penalty: 6061.929199
	Iteration 15Q: 3 clusters Score -2.509697e+07 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92747 members 
Mstep: Class 2 contains 110389 members 
Entering Unmasked Estep 
Score: -25098982.000000 Penalty: 6061.929199
	Iteration 16Q: 3 clusters Score -2.509898e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93610 members 
Mstep: Class 2 contains 109526 members 
Entering Unmasked Estep 
Score: -25101132.000000 Penalty: 6061.929199
	Iteration 17Q: 3 clusters Score -2.510113e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94281 members 
Mstep: Class 2 contains 108855 members 
Entering Unmasked Estep 
Score: -25102636.000000 Penalty: 6061.929199
	Iteration 18Q: 3 clusters Score -2.510264e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94692 members 
Mstep: Class 2 contains 108444 members 
Entering Unmasked Estep 
Score: -25103618.000000 Penalty: 6061.929199
	Iteration 19Q: 3 clusters Score -2.510362e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94824 members 
Mstep: Class 2 contains 108312 members 
Entering Unmasked Estep 
Score: -25104328.000000 Penalty: 6061.929199
	Iteration 20F: 3 clusters Score -2.510433e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94808 members 
Mstep: Class 2 contains 108328 members 
Entering Unmasked Estep 
Score: -25104680.000000 Penalty: 6061.929199
	Iteration 21Q: 3 clusters Score -2.510468e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94756 members 
Mstep: Class 2 contains 108380 members 
Entering Unmasked Estep 
Score: -25104858.000000 Penalty: 6061.929199
	Iteration 22Q: 3 clusters Score -2.510486e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94673 members 
Mstep: Class 2 contains 108463 members 
Entering Unmasked Estep 
Score: -25104944.000000 Penalty: 6061.929199
	Iteration 23Q: 3 clusters Score -2.510494e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94579 members 
Mstep: Class 2 contains 108557 members 
Entering Unmasked Estep 
Score: -25104986.000000 Penalty: 6061.929199
	Iteration 24Q: 3 clusters Score -2.510499e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94424 members 
Mstep: Class 2 contains 108712 members 
Entering Unmasked Estep 
Score: -25105128.000000 Penalty: 6061.929199
	Iteration 25Q: 3 clusters Score -2.510513e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94281 members 
Mstep: Class 2 contains 108855 members 
Entering Unmasked Estep 
Score: -25105176.000000 Penalty: 6061.929199
	Iteration 26Q: 3 clusters Score -2.510518e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94118 members 
Mstep: Class 2 contains 109018 members 
Entering Unmasked Estep 
Score: -25105256.000000 Penalty: 6061.929199
	Iteration 27Q: 3 clusters Score -2.510526e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93979 members 
Mstep: Class 2 contains 109157 members 
Entering Unmasked Estep 
Score: -25105280.000000 Penalty: 6061.929199
	Iteration 28Q: 3 clusters Score -2.510528e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93840 members 
Mstep: Class 2 contains 109296 members 
Entering Unmasked Estep 
Score: -25105180.000000 Penalty: 6061.929199
	Iteration 29Q: 3 clusters Score -2.510518e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93723 members 
Mstep: Class 2 contains 109413 members 
Entering Unmasked Estep 
Score: -25105216.000000 Penalty: 6061.929199
	Iteration 30Q: 3 clusters Score -2.510522e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93601 members 
Mstep: Class 2 contains 109535 members 
Entering Unmasked Estep 
Score: -25105188.000000 Penalty: 6061.929199
	Iteration 31Q: 3 clusters Score -2.510519e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93480 members 
Mstep: Class 2 contains 109656 members 
Entering Unmasked Estep 
Score: -25105116.000000 Penalty: 6061.929199
	Iteration 32Q: 3 clusters Score -2.510512e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93362 members 
Mstep: Class 2 contains 109774 members 
Entering Unmasked Estep 
Score: -25105134.000000 Penalty: 6061.929199
	Iteration 33Q: 3 clusters Score -2.510513e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93281 members 
Mstep: Class 2 contains 109855 members 
Entering Unmasked Estep 
Score: -25105120.000000 Penalty: 6061.929199
	Iteration 34Q: 3 clusters Score -2.510512e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93208 members 
Mstep: Class 2 contains 109928 members 
Entering Unmasked Estep 
Score: -25105086.000000 Penalty: 6061.929199
	Iteration 35Q: 3 clusters Score -2.510509e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93142 members 
Mstep: Class 2 contains 109994 members 
Entering Unmasked Estep 
Score: -25105118.000000 Penalty: 6061.929199
	Iteration 36Q: 3 clusters Score -2.510512e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93075 members 
Mstep: Class 2 contains 110061 members 
Entering Unmasked Estep 
Score: -25105122.000000 Penalty: 6061.929199
	Iteration 37Q: 3 clusters Score -2.510512e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93023 members 
Mstep: Class 2 contains 110113 members 
Entering Unmasked Estep 
Score: -25105122.000000 Penalty: 6061.929199
	Iteration 38Q: 3 clusters Score -2.510512e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92967 members 
Mstep: Class 2 contains 110169 members 
Entering Unmasked Estep 
Score: -25105114.000000 Penalty: 6061.929199
	Iteration 39Q: 3 clusters Score -2.510511e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92914 members 
Mstep: Class 2 contains 110222 members 
Entering Unmasked Estep 
Score: -25105122.000000 Penalty: 6061.929199
	Iteration 40F: 3 clusters Score -2.510512e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92838 members 
Mstep: Class 2 contains 110298 members 
Entering Unmasked Estep 
Score: -25105170.000000 Penalty: 6061.929199
	Iteration 41Q: 3 clusters Score -2.510517e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92759 members 
Mstep: Class 2 contains 110377 members 
Entering Unmasked Estep 
Score: -25105180.000000 Penalty: 6061.929199
	Iteration 42Q: 3 clusters Score -2.510518e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92692 members 
Mstep: Class 2 contains 110444 members 
Entering Unmasked Estep 
Score: -25105154.000000 Penalty: 6061.929199
	Iteration 43Q: 3 clusters Score -2.510515e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92626 members 
Mstep: Class 2 contains 110510 members 
Entering Unmasked Estep 
Score: -25105154.000000 Penalty: 6061.929199
	Iteration 44Q: 3 clusters Score -2.510515e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92570 members 
Mstep: Class 2 contains 110566 members 
Entering Unmasked Estep 
Score: -25105122.000000 Penalty: 6061.929199
	Iteration 45Q: 3 clusters Score -2.510512e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92508 members 
Mstep: Class 2 contains 110628 members 
Entering Unmasked Estep 
Score: -25105134.000000 Penalty: 6061.929199
	Iteration 46Q: 3 clusters Score -2.510513e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92456 members 
Mstep: Class 2 contains 110680 members 
Entering Unmasked Estep 
Score: -25105142.000000 Penalty: 6061.929199
	Iteration 47Q: 3 clusters Score -2.510514e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92415 members 
Mstep: Class 2 contains 110721 members 
Entering Unmasked Estep 
Score: -25105122.000000 Penalty: 6061.929199
	Iteration 48Q: 3 clusters Score -2.510512e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92376 members 
Mstep: Class 2 contains 110760 members 
Entering Unmasked Estep 
Score: -25105144.000000 Penalty: 6061.929199
	Iteration 49Q: 3 clusters Score -2.510514e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92340 members 
Mstep: Class 2 contains 110796 members 
Entering Unmasked Estep 
Score: -25105120.000000 Penalty: 6061.929199
	Iteration 50Q: 3 clusters Score -2.510512e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92298 members 
Mstep: Class 2 contains 110838 members 
Entering Unmasked Estep 
Score: -25105112.000000 Penalty: 6061.929199
	Iteration 51Q: 3 clusters Score -2.510511e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92260 members 
Mstep: Class 2 contains 110876 members 
Entering Unmasked Estep 
Score: -25105130.000000 Penalty: 6061.929199
	Iteration 52Q: 3 clusters Score -2.510513e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92229 members 
Mstep: Class 2 contains 110907 members 
Entering Unmasked Estep 
Score: -25105136.000000 Penalty: 6061.929199
	Iteration 53Q: 3 clusters Score -2.510514e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92204 members 
Mstep: Class 2 contains 110932 members 
Entering Unmasked Estep 
Score: -25105138.000000 Penalty: 6061.929199
	Iteration 54Q: 3 clusters Score -2.510514e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92183 members 
Mstep: Class 2 contains 110953 members 
Entering Unmasked Estep 
Score: -25105128.000000 Penalty: 6061.929199
	Iteration 55Q: 3 clusters Score -2.510513e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92170 members 
Mstep: Class 2 contains 110966 members 
Entering Unmasked Estep 
Score: -25105142.000000 Penalty: 6061.929199
	Iteration 56Q: 3 clusters Score -2.510514e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92156 members 
Mstep: Class 2 contains 110980 members 
Entering Unmasked Estep 
Score: -25105140.000000 Penalty: 6061.929199
	Iteration 57Q: 3 clusters Score -2.510514e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92144 members 
Mstep: Class 2 contains 110992 members 
Entering Unmasked Estep 
Score: -25105144.000000 Penalty: 6061.929199
	Iteration 58Q: 3 clusters Score -2.510514e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92130 members 
Mstep: Class 2 contains 111006 members 
Entering Unmasked Estep 
Score: -25105154.000000 Penalty: 6061.929199
	Iteration 59Q: 3 clusters Score -2.510515e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92112 members 
Mstep: Class 2 contains 111024 members 
Entering Unmasked Estep 
Score: -25105144.000000 Penalty: 6061.929199
	Iteration 60F: 3 clusters Score -2.510514e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92090 members 
Mstep: Class 2 contains 111046 members 
Entering Unmasked Estep 
Score: -25105148.000000 Penalty: 6061.929199
	Iteration 61Q: 3 clusters Score -2.510515e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92073 members 
Mstep: Class 2 contains 111063 members 
Entering Unmasked Estep 
Score: -25105168.000000 Penalty: 6061.929199
	Iteration 62Q: 3 clusters Score -2.510517e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92053 members 
Mstep: Class 2 contains 111083 members 
Entering Unmasked Estep 
Score: -25105164.000000 Penalty: 6061.929199
	Iteration 63Q: 3 clusters Score -2.510516e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92043 members 
Mstep: Class 2 contains 111093 members 
Entering Unmasked Estep 
Score: -25105182.000000 Penalty: 6061.929199
	Iteration 64Q: 3 clusters Score -2.510518e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92022 members 
Mstep: Class 2 contains 111114 members 
Entering Unmasked Estep 
Score: -25105206.000000 Penalty: 6061.929199
	Iteration 65Q: 3 clusters Score -2.510521e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92008 members 
Mstep: Class 2 contains 111128 members 
Entering Unmasked Estep 
Score: -25105212.000000 Penalty: 6061.929199
	Iteration 66Q: 3 clusters Score -2.510521e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91999 members 
Mstep: Class 2 contains 111137 members 
Entering Unmasked Estep 
Score: -25105196.000000 Penalty: 6061.929199
	Iteration 67Q: 3 clusters Score -2.51052e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91993 members 
Mstep: Class 2 contains 111143 members 
Entering Unmasked Estep 
Score: -25105210.000000 Penalty: 6061.929199
	Iteration 68Q: 3 clusters Score -2.510521e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91984 members 
Mstep: Class 2 contains 111152 members 
Entering Unmasked Estep 
Score: -25105198.000000 Penalty: 6061.929199
	Iteration 69Q: 3 clusters Score -2.51052e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91977 members 
Mstep: Class 2 contains 111159 members 
Entering Unmasked Estep 
Score: -25105200.000000 Penalty: 6061.929199
	Iteration 70Q: 3 clusters Score -2.51052e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91962 members 
Mstep: Class 2 contains 111174 members 
Entering Unmasked Estep 
Score: -25105220.000000 Penalty: 6061.929199
	Iteration 71Q: 3 clusters Score -2.510522e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91947 members 
Mstep: Class 2 contains 111189 members 
Entering Unmasked Estep 
Score: -25105184.000000 Penalty: 6061.929199
	Iteration 72Q: 3 clusters Score -2.510518e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91927 members 
Mstep: Class 2 contains 111209 members 
Entering Unmasked Estep 
Score: -25105200.000000 Penalty: 6061.929199
	Iteration 73Q: 3 clusters Score -2.51052e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91904 members 
Mstep: Class 2 contains 111232 members 
Entering Unmasked Estep 
Score: -25105196.000000 Penalty: 6061.929199
	Iteration 74Q: 3 clusters Score -2.51052e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91878 members 
Mstep: Class 2 contains 111258 members 
Entering Unmasked Estep 
Score: -25105192.000000 Penalty: 6061.929199
	Iteration 75Q: 3 clusters Score -2.510519e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91853 members 
Mstep: Class 2 contains 111283 members 
Entering Unmasked Estep 
Score: -25105194.000000 Penalty: 6061.929199
	Iteration 76Q: 3 clusters Score -2.510519e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91830 members 
Mstep: Class 2 contains 111306 members 
Entering Unmasked Estep 
Score: -25105200.000000 Penalty: 6061.929199
	Iteration 77Q: 3 clusters Score -2.51052e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91815 members 
Mstep: Class 2 contains 111321 members 
Entering Unmasked Estep 
Score: -25105198.000000 Penalty: 6061.929199
	Iteration 78Q: 3 clusters Score -2.51052e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91803 members 
Mstep: Class 2 contains 111333 members 
Entering Unmasked Estep 
Score: -25105206.000000 Penalty: 6061.929199
	Iteration 79Q: 3 clusters Score -2.510521e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91789 members 
Mstep: Class 2 contains 111347 members 
Entering Unmasked Estep 
Score: -25105202.000000 Penalty: 6061.929199
	Iteration 80F: 3 clusters Score -2.51052e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91768 members 
Mstep: Class 2 contains 111368 members 
Entering Unmasked Estep 
Score: -25105208.000000 Penalty: 6061.929199
	Iteration 81Q: 3 clusters Score -2.510521e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91756 members 
Mstep: Class 2 contains 111380 members 
Entering Unmasked Estep 
Score: -25105212.000000 Penalty: 6061.929199
	Iteration 82Q: 3 clusters Score -2.510521e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91745 members 
Mstep: Class 2 contains 111391 members 
Entering Unmasked Estep 
Score: -25105222.000000 Penalty: 6061.929199
	Iteration 83Q: 3 clusters Score -2.510522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91740 members 
Mstep: Class 2 contains 111396 members 
Entering Unmasked Estep 
Score: -25105214.000000 Penalty: 6061.929199
	Iteration 84Q: 3 clusters Score -2.510521e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91736 members 
Mstep: Class 2 contains 111400 members 
Entering Unmasked Estep 
Score: -25105204.000000 Penalty: 6061.929199
	Iteration 85Q: 3 clusters Score -2.51052e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91729 members 
Mstep: Class 2 contains 111407 members 
Entering Unmasked Estep 
Score: -25105224.000000 Penalty: 6061.929199
	Iteration 86Q: 3 clusters Score -2.510522e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91722 members 
Mstep: Class 2 contains 111414 members 
Entering Unmasked Estep 
Score: -25105220.000000 Penalty: 6061.929199
	Iteration 87Q: 3 clusters Score -2.510522e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91716 members 
Mstep: Class 2 contains 111420 members 
Entering Unmasked Estep 
Score: -25105218.000000 Penalty: 6061.929199
	Iteration 88Q: 3 clusters Score -2.510522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91712 members 
Mstep: Class 2 contains 111424 members 
Entering Unmasked Estep 
Score: -25105220.000000 Penalty: 6061.929199
	Iteration 89Q: 3 clusters Score -2.510522e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91706 members 
Mstep: Class 2 contains 111430 members 
Entering Unmasked Estep 
Score: -25105214.000000 Penalty: 6061.929199
	Iteration 90Q: 3 clusters Score -2.510521e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91704 members 
Mstep: Class 2 contains 111432 members 
Entering Unmasked Estep 
Score: -25105216.000000 Penalty: 6061.929199
	Iteration 91Q: 3 clusters Score -2.510522e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91704 members 
Mstep: Class 2 contains 111432 members 
Entering Unmasked Estep 
Score: -25105216.000000 Penalty: 6061.929199
	Iteration 92F: 3 clusters Score -2.510522e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Entering Unmasked Estep 
Score: -100985.156250 Penalty: 1718.277344
	Iteration 0F: 2 clusters Score -100985.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -99110.960938 Penalty: 3436.554688
	Iteration 0F: 3 clusters Score -99110.96 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -99759.031250 Penalty: 3436.554688
	Iteration 1F: 3 clusters Score -99759.03 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -100058.296875 Penalty: 3436.554688
	Iteration 2F: 3 clusters Score -100058.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -100237.804688 Penalty: 3436.554688
	Iteration 3F: 3 clusters Score -100237.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -100322.101562 Penalty: 3436.554688
	Iteration 4Q: 3 clusters Score -100322.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -100353.343750 Penalty: 3436.554688
	Iteration 5Q: 3 clusters Score -100353.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -100386.781250 Penalty: 3436.554688
	Iteration 6Q: 3 clusters Score -100386.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -100422.062500 Penalty: 3436.554688
	Iteration 7Q: 3 clusters Score -100422.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -100455.132812 Penalty: 3436.554688
	Iteration 8Q: 3 clusters Score -100455.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -100489.132812 Penalty: 3436.554688
	Iteration 9Q: 3 clusters Score -100489.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -100526.335938 Penalty: 3436.554688
	Iteration 10Q: 3 clusters Score -100526.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -100543.531250 Penalty: 3436.554688
	Iteration 11Q: 3 clusters Score -100543.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -100556.484375 Penalty: 3436.554688
	Iteration 12Q: 3 clusters Score -100556.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -100562.398438 Penalty: 3436.554688
	Iteration 13Q: 3 clusters Score -100562.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -100565.242188 Penalty: 3436.554688
	Iteration 14F: 3 clusters Score -100565.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -100582.585938 Penalty: 3436.554688
	Iteration 15Q: 3 clusters Score -100582.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -100586.164062 Penalty: 3436.554688
	Iteration 16Q: 3 clusters Score -100586.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -100586.164062 Penalty: 3436.554688
	Iteration 17F: 3 clusters Score -100586.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Entering Unmasked Estep 
Score: -1167270.125000 Penalty: 2286.312744
	Iteration 0F: 2 clusters Score -1167270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1159520.250000 Penalty: 4572.625488
	Iteration 0F: 3 clusters Score -1159520 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1161721.250000 Penalty: 4572.625488
	Iteration 1F: 3 clusters Score -1161721 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1162072.000000 Penalty: 4572.625488
	Iteration 2F: 3 clusters Score -1162072 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1162355.375000 Penalty: 4572.625488
	Iteration 3F: 3 clusters Score -1162355 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1162567.500000 Penalty: 4572.625488
	Iteration 4Q: 3 clusters Score -1162568 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1162752.000000 Penalty: 4572.625488
	Iteration 5Q: 3 clusters Score -1162752 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1162955.625000 Penalty: 4572.625488
	Iteration 6Q: 3 clusters Score -1162956 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1163136.625000 Penalty: 4572.625488
	Iteration 7Q: 3 clusters Score -1163137 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1163317.125000 Penalty: 4572.625488
	Iteration 8Q: 3 clusters Score -1163317 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1163485.875000 Penalty: 4572.625488
	Iteration 9Q: 3 clusters Score -1163486 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1163627.000000 Penalty: 4572.625488
	Iteration 10Q: 3 clusters Score -1163627 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1163805.625000 Penalty: 4572.625488
	Iteration 11Q: 3 clusters Score -1163806 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1163977.875000 Penalty: 4572.625488
	Iteration 12Q: 3 clusters Score -1163978 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1164151.250000 Penalty: 4572.625488
	Iteration 13Q: 3 clusters Score -1164151 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1164334.500000 Penalty: 4572.625488
	Iteration 14Q: 3 clusters Score -1164334 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1164510.625000 Penalty: 4572.625488
	Iteration 15Q: 3 clusters Score -1164511 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1164676.250000 Penalty: 4572.625488
	Iteration 16Q: 3 clusters Score -1164676 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1164823.625000 Penalty: 4572.625488
	Iteration 17Q: 3 clusters Score -1164824 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1164923.625000 Penalty: 4572.625488
	Iteration 18Q: 3 clusters Score -1164924 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1165009.375000 Penalty: 4572.625488
	Iteration 19Q: 3 clusters Score -1165009 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1165063.250000 Penalty: 4572.625488
	Iteration 20F: 3 clusters Score -1165063 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1165104.250000 Penalty: 4572.625488
	Iteration 21Q: 3 clusters Score -1165104 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1165147.375000 Penalty: 4572.625488
	Iteration 22Q: 3 clusters Score -1165147 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1165174.000000 Penalty: 4572.625488
	Iteration 23Q: 3 clusters Score -1165174 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1165194.250000 Penalty: 4572.625488
	Iteration 24Q: 3 clusters Score -1165194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1165206.125000 Penalty: 4572.625488
	Iteration 25Q: 3 clusters Score -1165206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1165215.125000 Penalty: 4572.625488
	Iteration 26Q: 3 clusters Score -1165215 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1165226.750000 Penalty: 4572.625488
	Iteration 27Q: 3 clusters Score -1165227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1165231.875000 Penalty: 4572.625488
	Iteration 28Q: 3 clusters Score -1165232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1165242.750000 Penalty: 4572.625488
	Iteration 29Q: 3 clusters Score -1165243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1165251.250000 Penalty: 4572.625488
	Iteration 30Q: 3 clusters Score -1165251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1165258.500000 Penalty: 4572.625488
	Iteration 31Q: 3 clusters Score -1165258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1165258.750000 Penalty: 4572.625488
	Iteration 32Q: 3 clusters Score -1165259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1165259.750000 Penalty: 4572.625488
	Iteration 33Q: 3 clusters Score -1165260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1165260.750000 Penalty: 4572.625488
	Iteration 34Q: 3 clusters Score -1165261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1165260.750000 Penalty: 4572.625488
	Iteration 35F: 3 clusters Score -1165261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Entering Unmasked Estep 
Score: -1077741.750000 Penalty: 2258.117676
	Iteration 0F: 2 clusters Score -1077742 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 4486 members 
Entering Unmasked Estep 
Score: -1070705.000000 Penalty: 4516.235352
	Iteration 0F: 3 clusters Score -1070705 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1072707.750000 Penalty: 4516.235352
	Iteration 1F: 3 clusters Score -1072708 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1073224.750000 Penalty: 4516.235352
	Iteration 2F: 3 clusters Score -1073225 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1073867.875000 Penalty: 4516.235352
	Iteration 3F: 3 clusters Score -1073868 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1074841.875000 Penalty: 4516.235352
	Iteration 4F: 3 clusters Score -1074842 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1075957.875000 Penalty: 4516.235352
	Iteration 5F: 3 clusters Score -1075958 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1076703.875000 Penalty: 4516.235352
	Iteration 6F: 3 clusters Score -1076704 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1077074.375000 Penalty: 4516.235352
	Iteration 7F: 3 clusters Score -1077074 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1077222.000000 Penalty: 4516.235352
	Iteration 8Q: 3 clusters Score -1077222 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1077287.625000 Penalty: 4516.235352
	Iteration 9Q: 3 clusters Score -1077288 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1077327.500000 Penalty: 4516.235352
	Iteration 10Q: 3 clusters Score -1077328 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1077348.500000 Penalty: 4516.235352
	Iteration 11Q: 3 clusters Score -1077348 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1077367.125000 Penalty: 4516.235352
	Iteration 12Q: 3 clusters Score -1077367 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1077373.000000 Penalty: 4516.235352
	Iteration 13Q: 3 clusters Score -1077373 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1077382.625000 Penalty: 4516.235352
	Iteration 14Q: 3 clusters Score -1077383 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1077384.375000 Penalty: 4516.235352
	Iteration 15Q: 3 clusters Score -1077384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1077388.250000 Penalty: 4516.235352
	Iteration 16Q: 3 clusters Score -1077388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1077395.875000 Penalty: 4516.235352
	Iteration 17Q: 3 clusters Score -1077396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1077394.125000 Penalty: 4516.235352
	Iteration 18Q: 3 clusters Score -1077394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1077398.125000 Penalty: 4516.235352
	Iteration 19Q: 3 clusters Score -1077398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1077399.125000 Penalty: 4516.235352
	Iteration 20F: 3 clusters Score -1077399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1077397.875000 Penalty: 4516.235352
	Iteration 21Q: 3 clusters Score -1077398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1077398.625000 Penalty: 4516.235352
	Iteration 22Q: 3 clusters Score -1077399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1077400.375000 Penalty: 4516.235352
	Iteration 23Q: 3 clusters Score -1077400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1077400.375000 Penalty: 4516.235352
	Iteration 24F: 3 clusters Score -1077400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (83387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83387 members 
Entering Unmasked Estep 
Score: -10184262.000000 Penalty: 2810.149414
	Iteration 0F: 2 clusters Score -1.018426e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41551 members 
Mstep: Class 2 contains 41836 members 
Entering Unmasked Estep 
Score: -10128499.000000 Penalty: 5620.298828
	Iteration 0F: 3 clusters Score -1.01285e+07 nChanged 39168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39455 members 
Mstep: Class 2 contains 43932 members 
Entering Unmasked Estep 
Score: -10150673.000000 Penalty: 5620.298828
	Iteration 1F: 3 clusters Score -1.015067e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37995 members 
Mstep: Class 2 contains 45392 members 
Entering Unmasked Estep 
Score: -10151578.000000 Penalty: 5620.298828
	Iteration 2Q: 3 clusters Score -1.015158e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35708 members 
Mstep: Class 2 contains 47679 members 
Entering Unmasked Estep 
Score: -10152876.000000 Penalty: 5620.298828
	Iteration 3Q: 3 clusters Score -1.015288e+07 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32238 members 
Mstep: Class 2 contains 51149 members 
Entering Unmasked Estep 
Score: -10155108.000000 Penalty: 5620.298828
	Iteration 4F: 3 clusters Score -1.015511e+07 nChanged 5564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 55975 members 
Entering Unmasked Estep 
Score: -10158713.000000 Penalty: 5620.298828
	Iteration 5F: 3 clusters Score -1.015871e+07 nChanged 6578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 61931 members 
Entering Unmasked Estep 
Score: -10163748.000000 Penalty: 5620.298828
	Iteration 6F: 3 clusters Score -1.016375e+07 nChanged 6634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 68145 members 
Entering Unmasked Estep 
Score: -10169443.000000 Penalty: 5620.298828
	Iteration 7F: 3 clusters Score -1.016944e+07 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 73435 members 
Entering Unmasked Estep 
Score: -10174345.000000 Penalty: 5620.298828
	Iteration 8F: 3 clusters Score -1.017434e+07 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 77333 members 
Entering Unmasked Estep 
Score: -10177927.000000 Penalty: 5620.298828
	Iteration 9Q: 3 clusters Score -1.017793e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 79873 members 
Entering Unmasked Estep 
Score: -10180145.000000 Penalty: 5620.298828
	Iteration 10Q: 3 clusters Score -1.018014e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 81181 members 
Entering Unmasked Estep 
Score: -10181163.000000 Penalty: 5620.298828
	Iteration 11Q: 3 clusters Score -1.018116e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 81801 members 
Entering Unmasked Estep 
Score: -10181677.000000 Penalty: 5620.298828
	Iteration 12Q: 3 clusters Score -1.018168e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 82155 members 
Entering Unmasked Estep 
Score: -10181910.000000 Penalty: 5620.298828
	Iteration 13Q: 3 clusters Score -1.018191e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 82319 members 
Entering Unmasked Estep 
Score: -10182023.000000 Penalty: 5620.298828
	Iteration 14Q: 3 clusters Score -1.018202e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 82397 members 
Entering Unmasked Estep 
Score: -10182089.000000 Penalty: 5620.298828
	Iteration 15Q: 3 clusters Score -1.018209e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 82452 members 
Entering Unmasked Estep 
Score: -10182130.000000 Penalty: 5620.298828
	Iteration 16Q: 3 clusters Score -1.018213e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 82493 members 
Entering Unmasked Estep 
Score: -10182153.000000 Penalty: 5620.298828
	Iteration 17Q: 3 clusters Score -1.018215e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 82514 members 
Entering Unmasked Estep 
Score: -10182178.000000 Penalty: 5620.298828
	Iteration 18Q: 3 clusters Score -1.018218e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 82534 members 
Entering Unmasked Estep 
Score: -10182172.000000 Penalty: 5620.298828
	Iteration 19Q: 3 clusters Score -1.018217e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 82551 members 
Entering Unmasked Estep 
Score: -10182179.000000 Penalty: 5620.298828
	Iteration 20F: 3 clusters Score -1.018218e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 82563 members 
Entering Unmasked Estep 
Score: -10182212.000000 Penalty: 5620.298828
	Iteration 21Q: 3 clusters Score -1.018221e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 82568 members 
Entering Unmasked Estep 
Score: -10182222.000000 Penalty: 5620.298828
	Iteration 22Q: 3 clusters Score -1.018222e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 82576 members 
Entering Unmasked Estep 
Score: -10182240.000000 Penalty: 5620.298828
	Iteration 23Q: 3 clusters Score -1.018224e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 82584 members 
Entering Unmasked Estep 
Score: -10182236.000000 Penalty: 5620.298828
	Iteration 24Q: 3 clusters Score -1.018224e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 82592 members 
Entering Unmasked Estep 
Score: -10182247.000000 Penalty: 5620.298828
	Iteration 25Q: 3 clusters Score -1.018225e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 82597 members 
Entering Unmasked Estep 
Score: -10182261.000000 Penalty: 5620.298828
	Iteration 26Q: 3 clusters Score -1.018226e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 82603 members 
Entering Unmasked Estep 
Score: -10182266.000000 Penalty: 5620.298828
	Iteration 27Q: 3 clusters Score -1.018227e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 82611 members 
Entering Unmasked Estep 
Score: -10182273.000000 Penalty: 5620.298828
	Iteration 28Q: 3 clusters Score -1.018227e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 82615 members 
Entering Unmasked Estep 
Score: -10182285.000000 Penalty: 5620.298828
	Iteration 29Q: 3 clusters Score -1.018228e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 82617 members 
Entering Unmasked Estep 
Score: -10182287.000000 Penalty: 5620.298828
	Iteration 30Q: 3 clusters Score -1.018229e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 82620 members 
Entering Unmasked Estep 
Score: -10182283.000000 Penalty: 5620.298828
	Iteration 31Q: 3 clusters Score -1.018228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 82623 members 
Entering Unmasked Estep 
Score: -10182282.000000 Penalty: 5620.298828
	Iteration 32Q: 3 clusters Score -1.018228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 82622 members 
Entering Unmasked Estep 
Score: -10182286.000000 Penalty: 5620.298828
	Iteration 33Q: 3 clusters Score -1.018229e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 82621 members 
Entering Unmasked Estep 
Score: -10182286.000000 Penalty: 5620.298828
	Iteration 34Q: 3 clusters Score -1.018229e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 82621 members 
Entering Unmasked Estep 
Score: -10182286.000000 Penalty: 5620.298828
	Iteration 35F: 3 clusters Score -1.018229e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Entering Unmasked Estep 
Score: -92034.312500 Penalty: 1705.824951
	Iteration 0F: 2 clusters Score -92034.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -90267.929688 Penalty: 3411.649902
	Iteration 0F: 3 clusters Score -90267.93 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -91294.617188 Penalty: 3411.649902
	Iteration 1F: 3 clusters Score -91294.62 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -92028.062500 Penalty: 3411.649902
	Iteration 2F: 3 clusters Score -92028.06 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -92409.914062 Penalty: 3411.649902
	Iteration 3F: 3 clusters Score -92409.91 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -92806.437500 Penalty: 3411.649902
	Iteration 4F: 3 clusters Score -92806.44 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -93146.281250 Penalty: 3411.649902
	Iteration 5Q: 3 clusters Score -93146.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -93271.789062 Penalty: 3411.649902
	Iteration 6Q: 3 clusters Score -93271.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -93286.140625 Penalty: 3411.649902
	Iteration 7Q: 3 clusters Score -93286.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -93293.132812 Penalty: 3411.649902
	Iteration 8Q: 3 clusters Score -93293.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -93294.507812 Penalty: 3411.649902
	Iteration 9F: 3 clusters Score -93294.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -93306.140625 Penalty: 3411.649902
	Iteration 10Q: 3 clusters Score -93306.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -93312.062500 Penalty: 3411.649902
	Iteration 11Q: 3 clusters Score -93312.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -93321.718750 Penalty: 3411.649902
	Iteration 12Q: 3 clusters Score -93321.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -93330.562500 Penalty: 3411.649902
	Iteration 13Q: 3 clusters Score -93330.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -93337.390625 Penalty: 3411.649902
	Iteration 14Q: 3 clusters Score -93337.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -93338.718750 Penalty: 3411.649902
	Iteration 15Q: 3 clusters Score -93338.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -93338.718750 Penalty: 3411.649902
	Iteration 16F: 3 clusters Score -93338.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 13787 members 
Mstep: Class 3 contains 13807 members 
Mstep: Class 4 contains 3305 members 
Mstep: Class 5 contains 42449 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4568 members 
Mstep: Class 8 contains 196159 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28487 members 
Mstep: Class 11 contains 17085 members 
Mstep: Class 12 contains 16723 members 
Mstep: Class 13 contains 56089 members 
Mstep: Class 14 contains 155821 members 
Mstep: Class 15 contains 29953 members 
Mstep: Class 16 contains 11568 members 
Mstep: Class 17 contains 10086 members 
Mstep: Class 18 contains 9049 members 
Mstep: Class 19 contains 14810 members 
Mstep: Class 20 contains 12293 members 
Mstep: Class 21 contains 171268 members 
Mstep: Class 22 contains 30109 members 
Mstep: Class 23 contains 24893 members 
Mstep: Class 24 contains 82278 members 
Mstep: Class 25 contains 24818 members 
Mstep: Class 26 contains 13551 members 
Mstep: Class 27 contains 332672 members 
Mstep: Class 28 contains 203136 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10087 members 
Mstep: Class 31 contains 9003 members 
Mstep: Class 32 contains 83387 members 
Mstep: Class 33 contains 633 members 
Mstep: Class 34 contains 222513 members 
Mstep: Class 35 contains 91441 members 
Mstep: Class 36 contains 21007 members 
Mstep: Class 37 contains 8235 members 
Mstep: Class 38 contains 905 members 
Mstep: Class 39 contains 338 members 
Entering Unmasked Estep 
Score: -235491776.000000 Penalty: 140280.062500
Splitting cluster 33 changes total score from -235493344.000000 to -235491776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (222513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222513 members 
Entering Unmasked Estep 
Score: -27327398.000000 Penalty: 3053.559570
	Iteration 0F: 2 clusters Score -2.73274e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111102 members 
Mstep: Class 2 contains 111411 members 
Entering Unmasked Estep 
Score: -27183642.000000 Penalty: 6107.119141
	Iteration 0F: 3 clusters Score -2.718364e+07 nChanged 107179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105967 members 
Mstep: Class 2 contains 116546 members 
Entering Unmasked Estep 
Score: -27247090.000000 Penalty: 6107.119141
	Iteration 1F: 3 clusters Score -2.724709e+07 nChanged 7275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102048 members 
Mstep: Class 2 contains 120465 members 
Entering Unmasked Estep 
Score: -27249012.000000 Penalty: 6107.119141
	Iteration 2Q: 3 clusters Score -2.724901e+07 nChanged 9323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95661 members 
Mstep: Class 2 contains 126852 members 
Entering Unmasked Estep 
Score: -27252512.000000 Penalty: 6107.119141
	Iteration 3Q: 3 clusters Score -2.725251e+07 nChanged 12427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85948 members 
Mstep: Class 2 contains 136565 members 
Entering Unmasked Estep 
Score: -27258816.000000 Penalty: 6107.119141
	Iteration 4F: 3 clusters Score -2.725882e+07 nChanged 15610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72748 members 
Mstep: Class 2 contains 149765 members 
Entering Unmasked Estep 
Score: -27268172.000000 Penalty: 6107.119141
	Iteration 5F: 3 clusters Score -2.726817e+07 nChanged 17309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57107 members 
Mstep: Class 2 contains 165406 members 
Entering Unmasked Estep 
Score: -27280654.000000 Penalty: 6107.119141
	Iteration 6F: 3 clusters Score -2.728065e+07 nChanged 16956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41087 members 
Mstep: Class 2 contains 181426 members 
Entering Unmasked Estep 
Score: -27293480.000000 Penalty: 6107.119141
	Iteration 7F: 3 clusters Score -2.729348e+07 nChanged 14592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 195702 members 
Entering Unmasked Estep 
Score: -27303948.000000 Penalty: 6107.119141
	Iteration 8F: 3 clusters Score -2.730395e+07 nChanged 10958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 206618 members 
Entering Unmasked Estep 
Score: -27311936.000000 Penalty: 6107.119141
	Iteration 9Q: 3 clusters Score -2.731194e+07 nChanged 7572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 214188 members 
Entering Unmasked Estep 
Score: -27317710.000000 Penalty: 6107.119141
	Iteration 10Q: 3 clusters Score -2.731771e+07 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 218827 members 
Entering Unmasked Estep 
Score: -27321704.000000 Penalty: 6107.119141
	Iteration 11Q: 3 clusters Score -2.73217e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 220996 members 
Entering Unmasked Estep 
Score: -27323544.000000 Penalty: 6107.119141
	Iteration 12Q: 3 clusters Score -2.732354e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 221811 members 
Entering Unmasked Estep 
Score: -27324170.000000 Penalty: 6107.119141
	Iteration 13Q: 3 clusters Score -2.732417e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 222055 members 
Entering Unmasked Estep 
Score: -27324490.000000 Penalty: 6107.119141
	Iteration 14Q: 3 clusters Score -2.732449e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 222141 members 
Entering Unmasked Estep 
Score: -27324530.000000 Penalty: 6107.119141
	Iteration 15Q: 3 clusters Score -2.732453e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 222184 members 
Entering Unmasked Estep 
Score: -27324618.000000 Penalty: 6107.119141
	Iteration 16Q: 3 clusters Score -2.732462e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 222210 members 
Entering Unmasked Estep 
Score: -27324694.000000 Penalty: 6107.119141
	Iteration 17Q: 3 clusters Score -2.732469e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 222222 members 
Entering Unmasked Estep 
Score: -27324700.000000 Penalty: 6107.119141
	Iteration 18Q: 3 clusters Score -2.73247e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 222227 members 
Entering Unmasked Estep 
Score: -27324716.000000 Penalty: 6107.119141
	Iteration 19Q: 3 clusters Score -2.732472e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 222231 members 
Entering Unmasked Estep 
Score: -27324742.000000 Penalty: 6107.119141
	Iteration 20F: 3 clusters Score -2.732474e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 222233 members 
Entering Unmasked Estep 
Score: -27324742.000000 Penalty: 6107.119141
	Iteration 21Q: 3 clusters Score -2.732474e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 222237 members 
Entering Unmasked Estep 
Score: -27324758.000000 Penalty: 6107.119141
	Iteration 22Q: 3 clusters Score -2.732476e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 222237 members 
Entering Unmasked Estep 
Score: -27324746.000000 Penalty: 6107.119141
	Iteration 23Q: 3 clusters Score -2.732475e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 222237 members 
Entering Unmasked Estep 
Score: -27324746.000000 Penalty: 6107.119141
	Iteration 24F: 3 clusters Score -2.732475e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (91441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91441 members 
Entering Unmasked Estep 
Score: -11185360.000000 Penalty: 2833.015381
	Iteration 0F: 2 clusters Score -1.118536e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45822 members 
Mstep: Class 2 contains 45619 members 
Entering Unmasked Estep 
Score: -11123886.000000 Penalty: 5666.030762
	Iteration 0F: 3 clusters Score -1.112389e+07 nChanged 43118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46994 members 
Mstep: Class 2 contains 44447 members 
Entering Unmasked Estep 
Score: -11149167.000000 Penalty: 5666.030762
	Iteration 1F: 3 clusters Score -1.114917e+07 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47722 members 
Mstep: Class 2 contains 43719 members 
Entering Unmasked Estep 
Score: -11150580.000000 Penalty: 5666.030762
	Iteration 2Q: 3 clusters Score -1.115058e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48849 members 
Mstep: Class 2 contains 42592 members 
Entering Unmasked Estep 
Score: -11152301.000000 Penalty: 5666.030762
	Iteration 3Q: 3 clusters Score -1.11523e+07 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50644 members 
Mstep: Class 2 contains 40797 members 
Entering Unmasked Estep 
Score: -11154774.000000 Penalty: 5666.030762
	Iteration 4F: 3 clusters Score -1.115477e+07 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53485 members 
Mstep: Class 2 contains 37956 members 
Entering Unmasked Estep 
Score: -11158218.000000 Penalty: 5666.030762
	Iteration 5F: 3 clusters Score -1.115822e+07 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57566 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -11163254.000000 Penalty: 5666.030762
	Iteration 6F: 3 clusters Score -1.116325e+07 nChanged 6812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62038 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -11169783.000000 Penalty: 5666.030762
	Iteration 7F: 3 clusters Score -1.116978e+07 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65329 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -11175264.000000 Penalty: 5666.030762
	Iteration 8F: 3 clusters Score -1.117526e+07 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67205 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -11177615.000000 Penalty: 5666.030762
	Iteration 9Q: 3 clusters Score -1.117762e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68480 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -11178606.000000 Penalty: 5666.030762
	Iteration 10Q: 3 clusters Score -1.117861e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69578 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -11179211.000000 Penalty: 5666.030762
	Iteration 11Q: 3 clusters Score -1.117921e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70554 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -11179668.000000 Penalty: 5666.030762
	Iteration 12Q: 3 clusters Score -1.117967e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71430 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -11180042.000000 Penalty: 5666.030762
	Iteration 13Q: 3 clusters Score -1.118004e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72269 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -11180273.000000 Penalty: 5666.030762
	Iteration 14Q: 3 clusters Score -1.118027e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73075 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -11180497.000000 Penalty: 5666.030762
	Iteration 15Q: 3 clusters Score -1.11805e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73849 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -11180726.000000 Penalty: 5666.030762
	Iteration 16Q: 3 clusters Score -1.118073e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74590 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -11180927.000000 Penalty: 5666.030762
	Iteration 17Q: 3 clusters Score -1.118093e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75263 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -11181093.000000 Penalty: 5666.030762
	Iteration 18Q: 3 clusters Score -1.118109e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75931 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -11181303.000000 Penalty: 5666.030762
	Iteration 19Q: 3 clusters Score -1.11813e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76566 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -11181470.000000 Penalty: 5666.030762
	Iteration 20F: 3 clusters Score -1.118147e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77169 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -11181643.000000 Penalty: 5666.030762
	Iteration 21Q: 3 clusters Score -1.118164e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77706 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -11181793.000000 Penalty: 5666.030762
	Iteration 22Q: 3 clusters Score -1.118179e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78204 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -11181930.000000 Penalty: 5666.030762
	Iteration 23Q: 3 clusters Score -1.118193e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78709 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -11182000.000000 Penalty: 5666.030762
	Iteration 24Q: 3 clusters Score -1.1182e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79180 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -11182132.000000 Penalty: 5666.030762
	Iteration 25Q: 3 clusters Score -1.118213e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79642 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -11182278.000000 Penalty: 5666.030762
	Iteration 26Q: 3 clusters Score -1.118228e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80075 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -11182377.000000 Penalty: 5666.030762
	Iteration 27Q: 3 clusters Score -1.118238e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80464 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -11182476.000000 Penalty: 5666.030762
	Iteration 28Q: 3 clusters Score -1.118248e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80824 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -11182522.000000 Penalty: 5666.030762
	Iteration 29Q: 3 clusters Score -1.118252e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81171 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -11182600.000000 Penalty: 5666.030762
	Iteration 30Q: 3 clusters Score -1.11826e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81491 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -11182644.000000 Penalty: 5666.030762
	Iteration 31Q: 3 clusters Score -1.118264e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81795 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -11182741.000000 Penalty: 5666.030762
	Iteration 32Q: 3 clusters Score -1.118274e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82076 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -11182800.000000 Penalty: 5666.030762
	Iteration 33Q: 3 clusters Score -1.11828e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82336 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -11182901.000000 Penalty: 5666.030762
	Iteration 34Q: 3 clusters Score -1.11829e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82564 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -11182927.000000 Penalty: 5666.030762
	Iteration 35Q: 3 clusters Score -1.118293e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82790 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -11182929.000000 Penalty: 5666.030762
	Iteration 36Q: 3 clusters Score -1.118293e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83031 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -11182989.000000 Penalty: 5666.030762
	Iteration 37Q: 3 clusters Score -1.118299e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83257 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -11183012.000000 Penalty: 5666.030762
	Iteration 38Q: 3 clusters Score -1.118301e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83448 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -11183050.000000 Penalty: 5666.030762
	Iteration 39Q: 3 clusters Score -1.118305e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83626 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -11183106.000000 Penalty: 5666.030762
	Iteration 40F: 3 clusters Score -1.118311e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83812 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -11183150.000000 Penalty: 5666.030762
	Iteration 41Q: 3 clusters Score -1.118315e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84007 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -11183200.000000 Penalty: 5666.030762
	Iteration 42Q: 3 clusters Score -1.11832e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84181 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -11183219.000000 Penalty: 5666.030762
	Iteration 43Q: 3 clusters Score -1.118322e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84371 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -11183281.000000 Penalty: 5666.030762
	Iteration 44Q: 3 clusters Score -1.118328e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84522 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -11183289.000000 Penalty: 5666.030762
	Iteration 45Q: 3 clusters Score -1.118329e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84681 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -11183296.000000 Penalty: 5666.030762
	Iteration 46Q: 3 clusters Score -1.11833e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84827 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -11183330.000000 Penalty: 5666.030762
	Iteration 47Q: 3 clusters Score -1.118333e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84986 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -11183372.000000 Penalty: 5666.030762
	Iteration 48Q: 3 clusters Score -1.118337e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85139 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -11183355.000000 Penalty: 5666.030762
	Iteration 49Q: 3 clusters Score -1.118336e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85273 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -11183371.000000 Penalty: 5666.030762
	Iteration 50Q: 3 clusters Score -1.118337e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85395 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -11183383.000000 Penalty: 5666.030762
	Iteration 51Q: 3 clusters Score -1.118338e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85515 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -11183387.000000 Penalty: 5666.030762
	Iteration 52Q: 3 clusters Score -1.118339e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85615 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -11183396.000000 Penalty: 5666.030762
	Iteration 53Q: 3 clusters Score -1.11834e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85713 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -11183419.000000 Penalty: 5666.030762
	Iteration 54Q: 3 clusters Score -1.118342e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85804 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -11183441.000000 Penalty: 5666.030762
	Iteration 55Q: 3 clusters Score -1.118344e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85890 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -11183464.000000 Penalty: 5666.030762
	Iteration 56Q: 3 clusters Score -1.118346e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85961 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -11183456.000000 Penalty: 5666.030762
	Iteration 57Q: 3 clusters Score -1.118346e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86019 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -11183474.000000 Penalty: 5666.030762
	Iteration 58Q: 3 clusters Score -1.118347e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86071 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -11183483.000000 Penalty: 5666.030762
	Iteration 59Q: 3 clusters Score -1.118348e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86115 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -11183488.000000 Penalty: 5666.030762
	Iteration 60F: 3 clusters Score -1.118349e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86158 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -11183503.000000 Penalty: 5666.030762
	Iteration 61Q: 3 clusters Score -1.11835e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86207 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -11183522.000000 Penalty: 5666.030762
	Iteration 62Q: 3 clusters Score -1.118352e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86244 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -11183529.000000 Penalty: 5666.030762
	Iteration 63Q: 3 clusters Score -1.118353e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86276 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -11183546.000000 Penalty: 5666.030762
	Iteration 64Q: 3 clusters Score -1.118355e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86302 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -11183547.000000 Penalty: 5666.030762
	Iteration 65Q: 3 clusters Score -1.118355e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86330 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -11183536.000000 Penalty: 5666.030762
	Iteration 66Q: 3 clusters Score -1.118354e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86364 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -11183538.000000 Penalty: 5666.030762
	Iteration 67Q: 3 clusters Score -1.118354e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86397 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -11183550.000000 Penalty: 5666.030762
	Iteration 68Q: 3 clusters Score -1.118355e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86430 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -11183548.000000 Penalty: 5666.030762
	Iteration 69Q: 3 clusters Score -1.118355e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86462 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -11183563.000000 Penalty: 5666.030762
	Iteration 70Q: 3 clusters Score -1.118356e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86498 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -11183555.000000 Penalty: 5666.030762
	Iteration 71Q: 3 clusters Score -1.118356e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86529 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -11183584.000000 Penalty: 5666.030762
	Iteration 72Q: 3 clusters Score -1.118358e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86564 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -11183599.000000 Penalty: 5666.030762
	Iteration 73Q: 3 clusters Score -1.11836e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86594 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -11183580.000000 Penalty: 5666.030762
	Iteration 74Q: 3 clusters Score -1.118358e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86626 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -11183595.000000 Penalty: 5666.030762
	Iteration 75Q: 3 clusters Score -1.11836e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86656 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -11183586.000000 Penalty: 5666.030762
	Iteration 76Q: 3 clusters Score -1.118359e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86686 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -11183606.000000 Penalty: 5666.030762
	Iteration 77Q: 3 clusters Score -1.118361e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86710 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -11183609.000000 Penalty: 5666.030762
	Iteration 78Q: 3 clusters Score -1.118361e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86735 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -11183610.000000 Penalty: 5666.030762
	Iteration 79Q: 3 clusters Score -1.118361e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86762 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -11183601.000000 Penalty: 5666.030762
	Iteration 80F: 3 clusters Score -1.11836e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86783 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -11183609.000000 Penalty: 5666.030762
	Iteration 81Q: 3 clusters Score -1.118361e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86797 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -11183611.000000 Penalty: 5666.030762
	Iteration 82Q: 3 clusters Score -1.118361e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86813 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -11183595.000000 Penalty: 5666.030762
	Iteration 83Q: 3 clusters Score -1.11836e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86829 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -11183606.000000 Penalty: 5666.030762
	Iteration 84Q: 3 clusters Score -1.118361e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86841 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -11183611.000000 Penalty: 5666.030762
	Iteration 85Q: 3 clusters Score -1.118361e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86853 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -11183614.000000 Penalty: 5666.030762
	Iteration 86Q: 3 clusters Score -1.118361e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86863 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -11183606.000000 Penalty: 5666.030762
	Iteration 87Q: 3 clusters Score -1.118361e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86875 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -11183617.000000 Penalty: 5666.030762
	Iteration 88Q: 3 clusters Score -1.118362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86882 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -11183625.000000 Penalty: 5666.030762
	Iteration 89Q: 3 clusters Score -1.118362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86889 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -11183632.000000 Penalty: 5666.030762
	Iteration 90Q: 3 clusters Score -1.118363e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86895 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -11183625.000000 Penalty: 5666.030762
	Iteration 91Q: 3 clusters Score -1.118362e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86899 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -11183627.000000 Penalty: 5666.030762
	Iteration 92Q: 3 clusters Score -1.118363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86902 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -11183638.000000 Penalty: 5666.030762
	Iteration 93Q: 3 clusters Score -1.118364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86904 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -11183637.000000 Penalty: 5666.030762
	Iteration 94Q: 3 clusters Score -1.118364e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86905 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -11183639.000000 Penalty: 5666.030762
	Iteration 95Q: 3 clusters Score -1.118364e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86906 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -11183637.000000 Penalty: 5666.030762
	Iteration 96Q: 3 clusters Score -1.118364e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86907 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -11183634.000000 Penalty: 5666.030762
	Iteration 97Q: 3 clusters Score -1.118363e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86907 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -11183634.000000 Penalty: 5666.030762
	Iteration 98F: 3 clusters Score -1.118363e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (21007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Entering Unmasked Estep 
Score: -2355010.500000 Penalty: 2468.247559
	Iteration 0F: 2 clusters Score -2355010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -2340295.250000 Penalty: 4936.495117
	Iteration 0F: 3 clusters Score -2340295 nChanged 9279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -2345624.250000 Penalty: 4936.495117
	Iteration 1F: 3 clusters Score -2345624 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -2346363.250000 Penalty: 4936.495117
	Iteration 2F: 3 clusters Score -2346363 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -2347168.000000 Penalty: 4936.495117
	Iteration 3F: 3 clusters Score -2347168 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -2348086.250000 Penalty: 4936.495117
	Iteration 4F: 3 clusters Score -2348086 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -2349033.000000 Penalty: 4936.495117
	Iteration 5F: 3 clusters Score -2349033 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -2349995.250000 Penalty: 4936.495117
	Iteration 6F: 3 clusters Score -2349995 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -2350805.500000 Penalty: 4936.495117
	Iteration 7F: 3 clusters Score -2350806 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -2351474.000000 Penalty: 4936.495117
	Iteration 8Q: 3 clusters Score -2351474 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -2352046.750000 Penalty: 4936.495117
	Iteration 9Q: 3 clusters Score -2352047 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -2352550.000000 Penalty: 4936.495117
	Iteration 10Q: 3 clusters Score -2352550 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -2352896.750000 Penalty: 4936.495117
	Iteration 11Q: 3 clusters Score -2352897 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -2353187.500000 Penalty: 4936.495117
	Iteration 12Q: 3 clusters Score -2353188 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -2353372.250000 Penalty: 4936.495117
	Iteration 13Q: 3 clusters Score -2353372 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -2353480.250000 Penalty: 4936.495117
	Iteration 14Q: 3 clusters Score -2353480 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -2353561.750000 Penalty: 4936.495117
	Iteration 15Q: 3 clusters Score -2353562 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -2353605.500000 Penalty: 4936.495117
	Iteration 16Q: 3 clusters Score -2353606 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -2353658.500000 Penalty: 4936.495117
	Iteration 17Q: 3 clusters Score -2353658 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -2353683.000000 Penalty: 4936.495117
	Iteration 18Q: 3 clusters Score -2353683 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -2353700.500000 Penalty: 4936.495117
	Iteration 19Q: 3 clusters Score -2353700 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -2353721.250000 Penalty: 4936.495117
	Iteration 20F: 3 clusters Score -2353721 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -2353740.500000 Penalty: 4936.495117
	Iteration 21Q: 3 clusters Score -2353740 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -2353765.000000 Penalty: 4936.495117
	Iteration 22Q: 3 clusters Score -2353765 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2353774.750000 Penalty: 4936.495117
	Iteration 23Q: 3 clusters Score -2353775 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2353803.000000 Penalty: 4936.495117
	Iteration 24Q: 3 clusters Score -2353803 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2353819.250000 Penalty: 4936.495117
	Iteration 25Q: 3 clusters Score -2353819 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2353838.000000 Penalty: 4936.495117
	Iteration 26Q: 3 clusters Score -2353838 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2353859.500000 Penalty: 4936.495117
	Iteration 27Q: 3 clusters Score -2353860 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -2353885.750000 Penalty: 4936.495117
	Iteration 28Q: 3 clusters Score -2353886 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2353911.000000 Penalty: 4936.495117
	Iteration 29Q: 3 clusters Score -2353911 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2353931.500000 Penalty: 4936.495117
	Iteration 30Q: 3 clusters Score -2353932 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2353951.750000 Penalty: 4936.495117
	Iteration 31Q: 3 clusters Score -2353952 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2353972.250000 Penalty: 4936.495117
	Iteration 32Q: 3 clusters Score -2353972 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2353982.250000 Penalty: 4936.495117
	Iteration 33Q: 3 clusters Score -2353982 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2353994.000000 Penalty: 4936.495117
	Iteration 34Q: 3 clusters Score -2353994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2354001.250000 Penalty: 4936.495117
	Iteration 35Q: 3 clusters Score -2354001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2354002.500000 Penalty: 4936.495117
	Iteration 36Q: 3 clusters Score -2354002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2354004.000000 Penalty: 4936.495117
	Iteration 37Q: 3 clusters Score -2354004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2354004.250000 Penalty: 4936.495117
	Iteration 38Q: 3 clusters Score -2354004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2354008.000000 Penalty: 4936.495117
	Iteration 39Q: 3 clusters Score -2354008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2354009.500000 Penalty: 4936.495117
	Iteration 40F: 3 clusters Score -2354010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2354006.000000 Penalty: 4936.495117
	Iteration 41Q: 3 clusters Score -2354006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2354007.000000 Penalty: 4936.495117
	Iteration 42Q: 3 clusters Score -2354007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2354006.000000 Penalty: 4936.495117
	Iteration 43Q: 3 clusters Score -2354006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2354006.000000 Penalty: 4936.495117
	Iteration 44F: 3 clusters Score -2354006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -967061.562500 Penalty: 2236.004883
	Iteration 0F: 2 clusters Score -967061.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -960475.312500 Penalty: 4472.009766
	Iteration 0F: 3 clusters Score -960475.3 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -962446.625000 Penalty: 4472.009766
	Iteration 1F: 3 clusters Score -962446.6 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -962876.250000 Penalty: 4472.009766
	Iteration 2F: 3 clusters Score -962876.2 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -963194.500000 Penalty: 4472.009766
	Iteration 3F: 3 clusters Score -963194.5 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -963482.312500 Penalty: 4472.009766
	Iteration 4F: 3 clusters Score -963482.3 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -963748.375000 Penalty: 4472.009766
	Iteration 5F: 3 clusters Score -963748.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -964019.937500 Penalty: 4472.009766
	Iteration 6F: 3 clusters Score -964019.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -964227.000000 Penalty: 4472.009766
	Iteration 7Q: 3 clusters Score -964227 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -964376.000000 Penalty: 4472.009766
	Iteration 8Q: 3 clusters Score -964376 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -964493.187500 Penalty: 4472.009766
	Iteration 9Q: 3 clusters Score -964493.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -964590.500000 Penalty: 4472.009766
	Iteration 10Q: 3 clusters Score -964590.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -964664.812500 Penalty: 4472.009766
	Iteration 11Q: 3 clusters Score -964664.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -964729.437500 Penalty: 4472.009766
	Iteration 12Q: 3 clusters Score -964729.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -964768.062500 Penalty: 4472.009766
	Iteration 13Q: 3 clusters Score -964768.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -964801.562500 Penalty: 4472.009766
	Iteration 14Q: 3 clusters Score -964801.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -964830.500000 Penalty: 4472.009766
	Iteration 15Q: 3 clusters Score -964830.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -964855.875000 Penalty: 4472.009766
	Iteration 16Q: 3 clusters Score -964855.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -964883.937500 Penalty: 4472.009766
	Iteration 17Q: 3 clusters Score -964883.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -964909.187500 Penalty: 4472.009766
	Iteration 18Q: 3 clusters Score -964909.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -964928.750000 Penalty: 4472.009766
	Iteration 19Q: 3 clusters Score -964928.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -964942.312500 Penalty: 4472.009766
	Iteration 20F: 3 clusters Score -964942.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -964958.250000 Penalty: 4472.009766
	Iteration 21Q: 3 clusters Score -964958.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -964969.750000 Penalty: 4472.009766
	Iteration 22Q: 3 clusters Score -964969.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -964982.187500 Penalty: 4472.009766
	Iteration 23Q: 3 clusters Score -964982.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -964996.500000 Penalty: 4472.009766
	Iteration 24Q: 3 clusters Score -964996.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -965008.500000 Penalty: 4472.009766
	Iteration 25Q: 3 clusters Score -965008.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -965020.500000 Penalty: 4472.009766
	Iteration 26Q: 3 clusters Score -965020.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -965030.250000 Penalty: 4472.009766
	Iteration 27Q: 3 clusters Score -965030.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -965042.125000 Penalty: 4472.009766
	Iteration 28Q: 3 clusters Score -965042.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -965047.500000 Penalty: 4472.009766
	Iteration 29Q: 3 clusters Score -965047.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -965057.562500 Penalty: 4472.009766
	Iteration 30Q: 3 clusters Score -965057.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -965065.562500 Penalty: 4472.009766
	Iteration 31Q: 3 clusters Score -965065.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -965073.750000 Penalty: 4472.009766
	Iteration 32Q: 3 clusters Score -965073.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -965074.062500 Penalty: 4472.009766
	Iteration 33Q: 3 clusters Score -965074.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -965083.875000 Penalty: 4472.009766
	Iteration 34Q: 3 clusters Score -965083.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -965086.500000 Penalty: 4472.009766
	Iteration 35Q: 3 clusters Score -965086.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -965089.000000 Penalty: 4472.009766
	Iteration 36Q: 3 clusters Score -965089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -965094.750000 Penalty: 4472.009766
	Iteration 37Q: 3 clusters Score -965094.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -965097.437500 Penalty: 4472.009766
	Iteration 38Q: 3 clusters Score -965097.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -965097.687500 Penalty: 4472.009766
	Iteration 39Q: 3 clusters Score -965097.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -965098.937500 Penalty: 4472.009766
	Iteration 40F: 3 clusters Score -965098.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -965098.687500 Penalty: 4472.009766
	Iteration 41Q: 3 clusters Score -965098.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -965102.750000 Penalty: 4472.009766
	Iteration 42Q: 3 clusters Score -965102.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -965103.312500 Penalty: 4472.009766
	Iteration 43Q: 3 clusters Score -965103.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -965109.750000 Penalty: 4472.009766
	Iteration 44Q: 3 clusters Score -965109.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -965112.000000 Penalty: 4472.009766
	Iteration 45Q: 3 clusters Score -965112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -965118.375000 Penalty: 4472.009766
	Iteration 46Q: 3 clusters Score -965118.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -965120.687500 Penalty: 4472.009766
	Iteration 47Q: 3 clusters Score -965120.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -965129.812500 Penalty: 4472.009766
	Iteration 48Q: 3 clusters Score -965129.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -965129.937500 Penalty: 4472.009766
	Iteration 49Q: 3 clusters Score -965129.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -965131.187500 Penalty: 4472.009766
	Iteration 50Q: 3 clusters Score -965131.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -965134.375000 Penalty: 4472.009766
	Iteration 51Q: 3 clusters Score -965134.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -965138.562500 Penalty: 4472.009766
	Iteration 52Q: 3 clusters Score -965138.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -965148.062500 Penalty: 4472.009766
	Iteration 53Q: 3 clusters Score -965148.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -965152.250000 Penalty: 4472.009766
	Iteration 54Q: 3 clusters Score -965152.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -965156.812500 Penalty: 4472.009766
	Iteration 55Q: 3 clusters Score -965156.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -965162.875000 Penalty: 4472.009766
	Iteration 56Q: 3 clusters Score -965162.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -965162.875000 Penalty: 4472.009766
	Iteration 57Q: 3 clusters Score -965162.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -965162.875000 Penalty: 4472.009766
	Iteration 58F: 3 clusters Score -965162.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Entering Unmasked Estep 
Score: -97395.835938 Penalty: 1688.367798
	Iteration 0F: 2 clusters Score -97395.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -95561.953125 Penalty: 3376.735596
	Iteration 0F: 3 clusters Score -95561.95 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -96042.093750 Penalty: 3376.735596
	Iteration 1F: 3 clusters Score -96042.09 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -96369.242188 Penalty: 3376.735596
	Iteration 2F: 3 clusters Score -96369.24 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -96744.585938 Penalty: 3376.735596
	Iteration 3F: 3 clusters Score -96744.59 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -96826.890625 Penalty: 3376.735596
	Iteration 4Q: 3 clusters Score -96826.89 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -96870.390625 Penalty: 3376.735596
	Iteration 5Q: 3 clusters Score -96870.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -96909.328125 Penalty: 3376.735596
	Iteration 6Q: 3 clusters Score -96909.33 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -96958.453125 Penalty: 3376.735596
	Iteration 7Q: 3 clusters Score -96958.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -96990.093750 Penalty: 3376.735596
	Iteration 8Q: 3 clusters Score -96990.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -97039.992188 Penalty: 3376.735596
	Iteration 9Q: 3 clusters Score -97039.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -97091.882812 Penalty: 3376.735596
	Iteration 10Q: 3 clusters Score -97091.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -97170.835938 Penalty: 3376.735596
	Iteration 11Q: 3 clusters Score -97170.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -97228.695312 Penalty: 3376.735596
	Iteration 12Q: 3 clusters Score -97228.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -97274.937500 Penalty: 3376.735596
	Iteration 13Q: 3 clusters Score -97274.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -97300.265625 Penalty: 3376.735596
	Iteration 14Q: 3 clusters Score -97300.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -97308.703125 Penalty: 3376.735596
	Iteration 15Q: 3 clusters Score -97308.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -97316.382812 Penalty: 3376.735596
	Iteration 16Q: 3 clusters Score -97316.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -97320.632812 Penalty: 3376.735596
	Iteration 17Q: 3 clusters Score -97320.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -97323.093750 Penalty: 3376.735596
	Iteration 18Q: 3 clusters Score -97323.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -97323.093750 Penalty: 3376.735596
	Iteration 19F: 3 clusters Score -97323.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 13787 members 
Mstep: Class 3 contains 13807 members 
Mstep: Class 4 contains 3305 members 
Mstep: Class 5 contains 42449 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4568 members 
Mstep: Class 8 contains 196159 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28487 members 
Mstep: Class 11 contains 17085 members 
Mstep: Class 12 contains 16723 members 
Mstep: Class 13 contains 56089 members 
Mstep: Class 14 contains 155821 members 
Mstep: Class 15 contains 29953 members 
Mstep: Class 16 contains 11568 members 
Mstep: Class 17 contains 10086 members 
Mstep: Class 18 contains 9049 members 
Mstep: Class 19 contains 14810 members 
Mstep: Class 20 contains 12293 members 
Mstep: Class 21 contains 171268 members 
Mstep: Class 22 contains 30109 members 
Mstep: Class 23 contains 24893 members 
Mstep: Class 24 contains 82278 members 
Mstep: Class 25 contains 24818 members 
Mstep: Class 26 contains 13551 members 
Mstep: Class 27 contains 332672 members 
Mstep: Class 28 contains 203136 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10087 members 
Mstep: Class 31 contains 9003 members 
Mstep: Class 32 contains 83387 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222513 members 
Mstep: Class 35 contains 91441 members 
Mstep: Class 36 contains 21007 members 
Mstep: Class 37 contains 8235 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493360.000000 Penalty: 136683.125000
Iteration 319Q: 39 clusters Score -2.354934e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 13787 members 
Mstep: Class 3 contains 13806 members 
Mstep: Class 4 contains 3304 members 
Mstep: Class 5 contains 42451 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4567 members 
Mstep: Class 8 contains 196156 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28488 members 
Mstep: Class 11 contains 17087 members 
Mstep: Class 12 contains 16724 members 
Mstep: Class 13 contains 56089 members 
Mstep: Class 14 contains 155819 members 
Mstep: Class 15 contains 29952 members 
Mstep: Class 16 contains 11568 members 
Mstep: Class 17 contains 10086 members 
Mstep: Class 18 contains 9049 members 
Mstep: Class 19 contains 14810 members 
Mstep: Class 20 contains 12291 members 
Mstep: Class 21 contains 171265 members 
Mstep: Class 22 contains 30110 members 
Mstep: Class 23 contains 24893 members 
Mstep: Class 24 contains 82278 members 
Mstep: Class 25 contains 24819 members 
Mstep: Class 26 contains 13551 members 
Mstep: Class 27 contains 332678 members 
Mstep: Class 28 contains 203152 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10087 members 
Mstep: Class 31 contains 9003 members 
Mstep: Class 32 contains 83387 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222496 members 
Mstep: Class 35 contains 91440 members 
Mstep: Class 36 contains 21008 members 
Mstep: Class 37 contains 8236 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493248.000000 Penalty: 136683.125000
Iteration 320F: 39 clusters Score -2.354932e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 13787 members 
Mstep: Class 3 contains 13805 members 
Mstep: Class 4 contains 3304 members 
Mstep: Class 5 contains 42453 members 
Mstep: Class 6 contains 5925 members 
Mstep: Class 7 contains 4568 members 
Mstep: Class 8 contains 196154 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28487 members 
Mstep: Class 11 contains 17087 members 
Mstep: Class 12 contains 16724 members 
Mstep: Class 13 contains 56089 members 
Mstep: Class 14 contains 155819 members 
Mstep: Class 15 contains 29955 members 
Mstep: Class 16 contains 11568 members 
Mstep: Class 17 contains 10087 members 
Mstep: Class 18 contains 9049 members 
Mstep: Class 19 contains 14808 members 
Mstep: Class 20 contains 12290 members 
Mstep: Class 21 contains 171270 members 
Mstep: Class 22 contains 30109 members 
Mstep: Class 23 contains 24893 members 
Mstep: Class 24 contains 82279 members 
Mstep: Class 25 contains 24820 members 
Mstep: Class 26 contains 13552 members 
Mstep: Class 27 contains 332679 members 
Mstep: Class 28 contains 203169 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10087 members 
Mstep: Class 31 contains 9002 members 
Mstep: Class 32 contains 83387 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222474 members 
Mstep: Class 35 contains 91440 members 
Mstep: Class 36 contains 21005 members 
Mstep: Class 37 contains 8236 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493360.000000 Penalty: 136683.125000
Iteration 321Q: 39 clusters Score -2.354934e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 13787 members 
Mstep: Class 3 contains 13807 members 
Mstep: Class 4 contains 3303 members 
Mstep: Class 5 contains 42454 members 
Mstep: Class 6 contains 5925 members 
Mstep: Class 7 contains 4567 members 
Mstep: Class 8 contains 196156 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28487 members 
Mstep: Class 11 contains 17087 members 
Mstep: Class 12 contains 16726 members 
Mstep: Class 13 contains 56087 members 
Mstep: Class 14 contains 155819 members 
Mstep: Class 15 contains 29960 members 
Mstep: Class 16 contains 11568 members 
Mstep: Class 17 contains 10088 members 
Mstep: Class 18 contains 9047 members 
Mstep: Class 19 contains 14808 members 
Mstep: Class 20 contains 12291 members 
Mstep: Class 21 contains 171265 members 
Mstep: Class 22 contains 30111 members 
Mstep: Class 23 contains 24893 members 
Mstep: Class 24 contains 82279 members 
Mstep: Class 25 contains 24820 members 
Mstep: Class 26 contains 13551 members 
Mstep: Class 27 contains 332680 members 
Mstep: Class 28 contains 203177 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10087 members 
Mstep: Class 31 contains 9003 members 
Mstep: Class 32 contains 83387 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222454 members 
Mstep: Class 35 contains 91444 members 
Mstep: Class 36 contains 21007 members 
Mstep: Class 37 contains 8236 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493296.000000 Penalty: 136683.125000
Iteration 322Q: 39 clusters Score -2.354933e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 13786 members 
Mstep: Class 3 contains 13807 members 
Mstep: Class 4 contains 3303 members 
Mstep: Class 5 contains 42455 members 
Mstep: Class 6 contains 5925 members 
Mstep: Class 7 contains 4566 members 
Mstep: Class 8 contains 196156 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28487 members 
Mstep: Class 11 contains 17087 members 
Mstep: Class 12 contains 16727 members 
Mstep: Class 13 contains 56086 members 
Mstep: Class 14 contains 155819 members 
Mstep: Class 15 contains 29962 members 
Mstep: Class 16 contains 11568 members 
Mstep: Class 17 contains 10087 members 
Mstep: Class 18 contains 9046 members 
Mstep: Class 19 contains 14807 members 
Mstep: Class 20 contains 12291 members 
Mstep: Class 21 contains 171263 members 
Mstep: Class 22 contains 30113 members 
Mstep: Class 23 contains 24893 members 
Mstep: Class 24 contains 82279 members 
Mstep: Class 25 contains 24820 members 
Mstep: Class 26 contains 13550 members 
Mstep: Class 27 contains 332685 members 
Mstep: Class 28 contains 203206 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10087 members 
Mstep: Class 31 contains 9004 members 
Mstep: Class 32 contains 83385 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222426 members 
Mstep: Class 35 contains 91443 members 
Mstep: Class 36 contains 21006 members 
Mstep: Class 37 contains 8236 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493456.000000 Penalty: 136683.125000
Iteration 323Q: 39 clusters Score -2.354935e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 13786 members 
Mstep: Class 3 contains 13806 members 
Mstep: Class 4 contains 3303 members 
Mstep: Class 5 contains 42455 members 
Mstep: Class 6 contains 5925 members 
Mstep: Class 7 contains 4565 members 
Mstep: Class 8 contains 196158 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28487 members 
Mstep: Class 11 contains 17087 members 
Mstep: Class 12 contains 16726 members 
Mstep: Class 13 contains 56086 members 
Mstep: Class 14 contains 155819 members 
Mstep: Class 15 contains 29961 members 
Mstep: Class 16 contains 11568 members 
Mstep: Class 17 contains 10086 members 
Mstep: Class 18 contains 9047 members 
Mstep: Class 19 contains 14807 members 
Mstep: Class 20 contains 12291 members 
Mstep: Class 21 contains 171264 members 
Mstep: Class 22 contains 30115 members 
Mstep: Class 23 contains 24893 members 
Mstep: Class 24 contains 82277 members 
Mstep: Class 25 contains 24820 members 
Mstep: Class 26 contains 13549 members 
Mstep: Class 27 contains 332687 members 
Mstep: Class 28 contains 203241 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10087 members 
Mstep: Class 31 contains 9004 members 
Mstep: Class 32 contains 83384 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222395 members 
Mstep: Class 35 contains 91436 members 
Mstep: Class 36 contains 21010 members 
Mstep: Class 37 contains 8236 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493456.000000 Penalty: 136683.125000
Iteration 324Q: 39 clusters Score -2.354935e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 13787 members 
Mstep: Class 3 contains 13806 members 
Mstep: Class 4 contains 3303 members 
Mstep: Class 5 contains 42455 members 
Mstep: Class 6 contains 5925 members 
Mstep: Class 7 contains 4564 members 
Mstep: Class 8 contains 196160 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28487 members 
Mstep: Class 11 contains 17087 members 
Mstep: Class 12 contains 16728 members 
Mstep: Class 13 contains 56087 members 
Mstep: Class 14 contains 155819 members 
Mstep: Class 15 contains 29963 members 
Mstep: Class 16 contains 11569 members 
Mstep: Class 17 contains 10085 members 
Mstep: Class 18 contains 9048 members 
Mstep: Class 19 contains 14807 members 
Mstep: Class 20 contains 12291 members 
Mstep: Class 21 contains 171262 members 
Mstep: Class 22 contains 30116 members 
Mstep: Class 23 contains 24893 members 
Mstep: Class 24 contains 82276 members 
Mstep: Class 25 contains 24820 members 
Mstep: Class 26 contains 13549 members 
Mstep: Class 27 contains 332683 members 
Mstep: Class 28 contains 203278 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10087 members 
Mstep: Class 31 contains 9004 members 
Mstep: Class 32 contains 83384 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222357 members 
Mstep: Class 35 contains 91433 members 
Mstep: Class 36 contains 21014 members 
Mstep: Class 37 contains 8236 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493536.000000 Penalty: 136683.125000
Iteration 325Q: 39 clusters Score -2.354935e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 13787 members 
Mstep: Class 3 contains 13806 members 
Mstep: Class 4 contains 3303 members 
Mstep: Class 5 contains 42455 members 
Mstep: Class 6 contains 5925 members 
Mstep: Class 7 contains 4559 members 
Mstep: Class 8 contains 196160 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28486 members 
Mstep: Class 11 contains 17087 members 
Mstep: Class 12 contains 16729 members 
Mstep: Class 13 contains 56087 members 
Mstep: Class 14 contains 155819 members 
Mstep: Class 15 contains 29964 members 
Mstep: Class 16 contains 11569 members 
Mstep: Class 17 contains 10085 members 
Mstep: Class 18 contains 9048 members 
Mstep: Class 19 contains 14807 members 
Mstep: Class 20 contains 12291 members 
Mstep: Class 21 contains 171259 members 
Mstep: Class 22 contains 30118 members 
Mstep: Class 23 contains 24892 members 
Mstep: Class 24 contains 82275 members 
Mstep: Class 25 contains 24820 members 
Mstep: Class 26 contains 13549 members 
Mstep: Class 27 contains 332679 members 
Mstep: Class 28 contains 203328 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10087 members 
Mstep: Class 31 contains 9006 members 
Mstep: Class 32 contains 83380 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222318 members 
Mstep: Class 35 contains 91430 members 
Mstep: Class 36 contains 21019 members 
Mstep: Class 37 contains 8236 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493648.000000 Penalty: 136683.125000
Iteration 326Q: 39 clusters Score -2.354936e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 13785 members 
Mstep: Class 3 contains 13806 members 
Mstep: Class 4 contains 3303 members 
Mstep: Class 5 contains 42452 members 
Mstep: Class 6 contains 5925 members 
Mstep: Class 7 contains 4555 members 
Mstep: Class 8 contains 196160 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28485 members 
Mstep: Class 11 contains 17087 members 
Mstep: Class 12 contains 16731 members 
Mstep: Class 13 contains 56085 members 
Mstep: Class 14 contains 155819 members 
Mstep: Class 15 contains 29965 members 
Mstep: Class 16 contains 11568 members 
Mstep: Class 17 contains 10084 members 
Mstep: Class 18 contains 9048 members 
Mstep: Class 19 contains 14807 members 
Mstep: Class 20 contains 12291 members 
Mstep: Class 21 contains 171253 members 
Mstep: Class 22 contains 30119 members 
Mstep: Class 23 contains 24891 members 
Mstep: Class 24 contains 82275 members 
Mstep: Class 25 contains 24821 members 
Mstep: Class 26 contains 13548 members 
Mstep: Class 27 contains 332671 members 
Mstep: Class 28 contains 203380 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10087 members 
Mstep: Class 31 contains 9006 members 
Mstep: Class 32 contains 83378 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222291 members 
Mstep: Class 35 contains 91428 members 
Mstep: Class 36 contains 21023 members 
Mstep: Class 37 contains 8236 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493728.000000 Penalty: 136683.125000
Iteration 327Q: 39 clusters Score -2.354937e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 13785 members 
Mstep: Class 3 contains 13807 members 
Mstep: Class 4 contains 3303 members 
Mstep: Class 5 contains 42448 members 
Mstep: Class 6 contains 5925 members 
Mstep: Class 7 contains 4553 members 
Mstep: Class 8 contains 196155 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28485 members 
Mstep: Class 11 contains 17087 members 
Mstep: Class 12 contains 16731 members 
Mstep: Class 13 contains 56085 members 
Mstep: Class 14 contains 155819 members 
Mstep: Class 15 contains 29957 members 
Mstep: Class 16 contains 11568 members 
Mstep: Class 17 contains 10083 members 
Mstep: Class 18 contains 9048 members 
Mstep: Class 19 contains 14807 members 
Mstep: Class 20 contains 12290 members 
Mstep: Class 21 contains 171253 members 
Mstep: Class 22 contains 30117 members 
Mstep: Class 23 contains 24890 members 
Mstep: Class 24 contains 82274 members 
Mstep: Class 25 contains 24822 members 
Mstep: Class 26 contains 13548 members 
Mstep: Class 27 contains 332667 members 
Mstep: Class 28 contains 203418 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10086 members 
Mstep: Class 31 contains 9006 members 
Mstep: Class 32 contains 83378 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222273 members 
Mstep: Class 35 contains 91424 members 
Mstep: Class 36 contains 21036 members 
Mstep: Class 37 contains 8236 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493632.000000 Penalty: 136683.125000
Iteration 328Q: 39 clusters Score -2.354936e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 13783 members 
Mstep: Class 3 contains 13807 members 
Mstep: Class 4 contains 3302 members 
Mstep: Class 5 contains 42447 members 
Mstep: Class 6 contains 5925 members 
Mstep: Class 7 contains 4551 members 
Mstep: Class 8 contains 196155 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28485 members 
Mstep: Class 11 contains 17087 members 
Mstep: Class 12 contains 16730 members 
Mstep: Class 13 contains 56087 members 
Mstep: Class 14 contains 155818 members 
Mstep: Class 15 contains 29956 members 
Mstep: Class 16 contains 11570 members 
Mstep: Class 17 contains 10082 members 
Mstep: Class 18 contains 9048 members 
Mstep: Class 19 contains 14808 members 
Mstep: Class 20 contains 12289 members 
Mstep: Class 21 contains 171252 members 
Mstep: Class 22 contains 30116 members 
Mstep: Class 23 contains 24888 members 
Mstep: Class 24 contains 82275 members 
Mstep: Class 25 contains 24823 members 
Mstep: Class 26 contains 13549 members 
Mstep: Class 27 contains 332661 members 
Mstep: Class 28 contains 203454 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10083 members 
Mstep: Class 31 contains 9006 members 
Mstep: Class 32 contains 83378 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222246 members 
Mstep: Class 35 contains 91419 members 
Mstep: Class 36 contains 21050 members 
Mstep: Class 37 contains 8236 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493632.000000 Penalty: 136683.125000
Iteration 329Q: 39 clusters Score -2.354936e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 13781 members 
Mstep: Class 3 contains 13807 members 
Mstep: Class 4 contains 3301 members 
Mstep: Class 5 contains 42444 members 
Mstep: Class 6 contains 5925 members 
Mstep: Class 7 contains 4550 members 
Mstep: Class 8 contains 196157 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28484 members 
Mstep: Class 11 contains 17087 members 
Mstep: Class 12 contains 16729 members 
Mstep: Class 13 contains 56086 members 
Mstep: Class 14 contains 155816 members 
Mstep: Class 15 contains 29953 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 10082 members 
Mstep: Class 18 contains 9048 members 
Mstep: Class 19 contains 14809 members 
Mstep: Class 20 contains 12289 members 
Mstep: Class 21 contains 171249 members 
Mstep: Class 22 contains 30116 members 
Mstep: Class 23 contains 24887 members 
Mstep: Class 24 contains 82273 members 
Mstep: Class 25 contains 24825 members 
Mstep: Class 26 contains 13549 members 
Mstep: Class 27 contains 332655 members 
Mstep: Class 28 contains 203485 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10084 members 
Mstep: Class 31 contains 9006 members 
Mstep: Class 32 contains 83378 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222230 members 
Mstep: Class 35 contains 91416 members 
Mstep: Class 36 contains 21058 members 
Mstep: Class 37 contains 8237 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493568.000000 Penalty: 136683.125000
Iteration 330Q: 39 clusters Score -2.354936e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 13781 members 
Mstep: Class 3 contains 13807 members 
Mstep: Class 4 contains 3301 members 
Mstep: Class 5 contains 42445 members 
Mstep: Class 6 contains 5925 members 
Mstep: Class 7 contains 4550 members 
Mstep: Class 8 contains 196159 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28484 members 
Mstep: Class 11 contains 17087 members 
Mstep: Class 12 contains 16729 members 
Mstep: Class 13 contains 56086 members 
Mstep: Class 14 contains 155815 members 
Mstep: Class 15 contains 29948 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 10082 members 
Mstep: Class 18 contains 9047 members 
Mstep: Class 19 contains 14808 members 
Mstep: Class 20 contains 12289 members 
Mstep: Class 21 contains 171251 members 
Mstep: Class 22 contains 30115 members 
Mstep: Class 23 contains 24887 members 
Mstep: Class 24 contains 82270 members 
Mstep: Class 25 contains 24825 members 
Mstep: Class 26 contains 13549 members 
Mstep: Class 27 contains 332646 members 
Mstep: Class 28 contains 203509 members 
Mstep: Class 29 contains 1021 members 
Mstep: Class 30 contains 10083 members 
Mstep: Class 31 contains 9006 members 
Mstep: Class 32 contains 83376 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222219 members 
Mstep: Class 35 contains 91409 members 
Mstep: Class 36 contains 21070 members 
Mstep: Class 37 contains 8240 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493568.000000 Penalty: 136683.125000
Iteration 331Q: 39 clusters Score -2.354936e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 13781 members 
Mstep: Class 3 contains 13807 members 
Mstep: Class 4 contains 3299 members 
Mstep: Class 5 contains 42445 members 
Mstep: Class 6 contains 5923 members 
Mstep: Class 7 contains 4550 members 
Mstep: Class 8 contains 196161 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28483 members 
Mstep: Class 11 contains 17087 members 
Mstep: Class 12 contains 16729 members 
Mstep: Class 13 contains 56084 members 
Mstep: Class 14 contains 155814 members 
Mstep: Class 15 contains 29947 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 10080 members 
Mstep: Class 18 contains 9047 members 
Mstep: Class 19 contains 14808 members 
Mstep: Class 20 contains 12290 members 
Mstep: Class 21 contains 171258 members 
Mstep: Class 22 contains 30117 members 
Mstep: Class 23 contains 24887 members 
Mstep: Class 24 contains 82267 members 
Mstep: Class 25 contains 24825 members 
Mstep: Class 26 contains 13548 members 
Mstep: Class 27 contains 332640 members 
Mstep: Class 28 contains 203537 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10082 members 
Mstep: Class 31 contains 9006 members 
Mstep: Class 32 contains 83376 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222199 members 
Mstep: Class 35 contains 91401 members 
Mstep: Class 36 contains 21076 members 
Mstep: Class 37 contains 8244 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493552.000000 Penalty: 136683.125000
Iteration 332Q: 39 clusters Score -2.354936e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 13779 members 
Mstep: Class 3 contains 13808 members 
Mstep: Class 4 contains 3299 members 
Mstep: Class 5 contains 42443 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4550 members 
Mstep: Class 8 contains 196165 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28484 members 
Mstep: Class 11 contains 17087 members 
Mstep: Class 12 contains 16728 members 
Mstep: Class 13 contains 56083 members 
Mstep: Class 14 contains 155814 members 
Mstep: Class 15 contains 29949 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 10078 members 
Mstep: Class 18 contains 9047 members 
Mstep: Class 19 contains 14807 members 
Mstep: Class 20 contains 12290 members 
Mstep: Class 21 contains 171258 members 
Mstep: Class 22 contains 30120 members 
Mstep: Class 23 contains 24887 members 
Mstep: Class 24 contains 82266 members 
Mstep: Class 25 contains 24824 members 
Mstep: Class 26 contains 13549 members 
Mstep: Class 27 contains 332637 members 
Mstep: Class 28 contains 203560 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10082 members 
Mstep: Class 31 contains 9006 members 
Mstep: Class 32 contains 83375 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222177 members 
Mstep: Class 35 contains 91397 members 
Mstep: Class 36 contains 21078 members 
Mstep: Class 37 contains 8246 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493664.000000 Penalty: 136683.125000
Iteration 333Q: 39 clusters Score -2.354937e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 13777 members 
Mstep: Class 3 contains 13806 members 
Mstep: Class 4 contains 3299 members 
Mstep: Class 5 contains 42440 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4549 members 
Mstep: Class 8 contains 196169 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28486 members 
Mstep: Class 11 contains 17087 members 
Mstep: Class 12 contains 16729 members 
Mstep: Class 13 contains 56082 members 
Mstep: Class 14 contains 155814 members 
Mstep: Class 15 contains 29951 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 10079 members 
Mstep: Class 18 contains 9047 members 
Mstep: Class 19 contains 14807 members 
Mstep: Class 20 contains 12290 members 
Mstep: Class 21 contains 171256 members 
Mstep: Class 22 contains 30121 members 
Mstep: Class 23 contains 24887 members 
Mstep: Class 24 contains 82263 members 
Mstep: Class 25 contains 24823 members 
Mstep: Class 26 contains 13550 members 
Mstep: Class 27 contains 332635 members 
Mstep: Class 28 contains 203577 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10084 members 
Mstep: Class 31 contains 9006 members 
Mstep: Class 32 contains 83374 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222161 members 
Mstep: Class 35 contains 91396 members 
Mstep: Class 36 contains 21081 members 
Mstep: Class 37 contains 8247 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493600.000000 Penalty: 136683.125000
Iteration 334Q: 39 clusters Score -2.354936e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 13777 members 
Mstep: Class 3 contains 13805 members 
Mstep: Class 4 contains 3299 members 
Mstep: Class 5 contains 42439 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4547 members 
Mstep: Class 8 contains 196172 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28488 members 
Mstep: Class 11 contains 17088 members 
Mstep: Class 12 contains 16729 members 
Mstep: Class 13 contains 56081 members 
Mstep: Class 14 contains 155815 members 
Mstep: Class 15 contains 29956 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 10078 members 
Mstep: Class 18 contains 9047 members 
Mstep: Class 19 contains 14805 members 
Mstep: Class 20 contains 12288 members 
Mstep: Class 21 contains 171257 members 
Mstep: Class 22 contains 30121 members 
Mstep: Class 23 contains 24887 members 
Mstep: Class 24 contains 82261 members 
Mstep: Class 25 contains 24824 members 
Mstep: Class 26 contains 13551 members 
Mstep: Class 27 contains 332627 members 
Mstep: Class 28 contains 203599 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10083 members 
Mstep: Class 31 contains 9006 members 
Mstep: Class 32 contains 83373 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222144 members 
Mstep: Class 35 contains 91392 members 
Mstep: Class 36 contains 21087 members 
Mstep: Class 37 contains 8248 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493456.000000 Penalty: 136683.125000
Iteration 335Q: 39 clusters Score -2.354935e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 13777 members 
Mstep: Class 3 contains 13804 members 
Mstep: Class 4 contains 3299 members 
Mstep: Class 5 contains 42439 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4544 members 
Mstep: Class 8 contains 196173 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28488 members 
Mstep: Class 11 contains 17086 members 
Mstep: Class 12 contains 16729 members 
Mstep: Class 13 contains 56081 members 
Mstep: Class 14 contains 155813 members 
Mstep: Class 15 contains 29964 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 10079 members 
Mstep: Class 18 contains 9048 members 
Mstep: Class 19 contains 14806 members 
Mstep: Class 20 contains 12287 members 
Mstep: Class 21 contains 171258 members 
Mstep: Class 22 contains 30120 members 
Mstep: Class 23 contains 24888 members 
Mstep: Class 24 contains 82262 members 
Mstep: Class 25 contains 24824 members 
Mstep: Class 26 contains 13551 members 
Mstep: Class 27 contains 332619 members 
Mstep: Class 28 contains 203613 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10082 members 
Mstep: Class 31 contains 9005 members 
Mstep: Class 32 contains 83372 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222122 members 
Mstep: Class 35 contains 91394 members 
Mstep: Class 36 contains 21100 members 
Mstep: Class 37 contains 8248 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493504.000000 Penalty: 136683.125000
Iteration 336Q: 39 clusters Score -2.354935e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 13776 members 
Mstep: Class 3 contains 13805 members 
Mstep: Class 4 contains 3299 members 
Mstep: Class 5 contains 42439 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4543 members 
Mstep: Class 8 contains 196172 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28489 members 
Mstep: Class 11 contains 17084 members 
Mstep: Class 12 contains 16729 members 
Mstep: Class 13 contains 56080 members 
Mstep: Class 14 contains 155812 members 
Mstep: Class 15 contains 29974 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 10078 members 
Mstep: Class 18 contains 9047 members 
Mstep: Class 19 contains 14806 members 
Mstep: Class 20 contains 12286 members 
Mstep: Class 21 contains 171263 members 
Mstep: Class 22 contains 30119 members 
Mstep: Class 23 contains 24888 members 
Mstep: Class 24 contains 82262 members 
Mstep: Class 25 contains 24823 members 
Mstep: Class 26 contains 13551 members 
Mstep: Class 27 contains 332616 members 
Mstep: Class 28 contains 203621 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10082 members 
Mstep: Class 31 contains 9005 members 
Mstep: Class 32 contains 83372 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222102 members 
Mstep: Class 35 contains 91395 members 
Mstep: Class 36 contains 21111 members 
Mstep: Class 37 contains 8248 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493584.000000 Penalty: 136683.125000
Iteration 337Q: 39 clusters Score -2.354936e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 13777 members 
Mstep: Class 3 contains 13805 members 
Mstep: Class 4 contains 3299 members 
Mstep: Class 5 contains 42439 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4540 members 
Mstep: Class 8 contains 196179 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28488 members 
Mstep: Class 11 contains 17084 members 
Mstep: Class 12 contains 16729 members 
Mstep: Class 13 contains 56079 members 
Mstep: Class 14 contains 155813 members 
Mstep: Class 15 contains 29978 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 10080 members 
Mstep: Class 18 contains 9047 members 
Mstep: Class 19 contains 14802 members 
Mstep: Class 20 contains 12286 members 
Mstep: Class 21 contains 171260 members 
Mstep: Class 22 contains 30117 members 
Mstep: Class 23 contains 24887 members 
Mstep: Class 24 contains 82263 members 
Mstep: Class 25 contains 24820 members 
Mstep: Class 26 contains 13552 members 
Mstep: Class 27 contains 332612 members 
Mstep: Class 28 contains 203637 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10081 members 
Mstep: Class 31 contains 9004 members 
Mstep: Class 32 contains 83369 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222090 members 
Mstep: Class 35 contains 91395 members 
Mstep: Class 36 contains 21119 members 
Mstep: Class 37 contains 8248 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493488.000000 Penalty: 136683.125000
Iteration 338Q: 39 clusters Score -2.354935e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 13777 members 
Mstep: Class 3 contains 13805 members 
Mstep: Class 4 contains 3299 members 
Mstep: Class 5 contains 42440 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4536 members 
Mstep: Class 8 contains 196172 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28487 members 
Mstep: Class 11 contains 17086 members 
Mstep: Class 12 contains 16730 members 
Mstep: Class 13 contains 56079 members 
Mstep: Class 14 contains 155812 members 
Mstep: Class 15 contains 29984 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 10079 members 
Mstep: Class 18 contains 9046 members 
Mstep: Class 19 contains 14801 members 
Mstep: Class 20 contains 12286 members 
Mstep: Class 21 contains 171264 members 
Mstep: Class 22 contains 30117 members 
Mstep: Class 23 contains 24886 members 
Mstep: Class 24 contains 82263 members 
Mstep: Class 25 contains 24820 members 
Mstep: Class 26 contains 13553 members 
Mstep: Class 27 contains 332610 members 
Mstep: Class 28 contains 203655 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10081 members 
Mstep: Class 31 contains 9005 members 
Mstep: Class 32 contains 83368 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222072 members 
Mstep: Class 35 contains 91396 members 
Mstep: Class 36 contains 21123 members 
Mstep: Class 37 contains 8248 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493488.000000 Penalty: 136683.125000
Iteration 339Q: 39 clusters Score -2.354935e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 13777 members 
Mstep: Class 3 contains 13805 members 
Mstep: Class 4 contains 3299 members 
Mstep: Class 5 contains 42443 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4536 members 
Mstep: Class 8 contains 196166 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28487 members 
Mstep: Class 11 contains 17086 members 
Mstep: Class 12 contains 16731 members 
Mstep: Class 13 contains 56079 members 
Mstep: Class 14 contains 155812 members 
Mstep: Class 15 contains 29981 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 10080 members 
Mstep: Class 18 contains 9046 members 
Mstep: Class 19 contains 14801 members 
Mstep: Class 20 contains 12286 members 
Mstep: Class 21 contains 171273 members 
Mstep: Class 22 contains 30117 members 
Mstep: Class 23 contains 24884 members 
Mstep: Class 24 contains 82261 members 
Mstep: Class 25 contains 24823 members 
Mstep: Class 26 contains 13553 members 
Mstep: Class 27 contains 332602 members 
Mstep: Class 28 contains 203664 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10080 members 
Mstep: Class 31 contains 9003 members 
Mstep: Class 32 contains 83367 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222057 members 
Mstep: Class 35 contains 91397 members 
Mstep: Class 36 contains 21136 members 
Mstep: Class 37 contains 8248 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493408.000000 Penalty: 136683.125000
Iteration 340F: 39 clusters Score -2.354934e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 13778 members 
Mstep: Class 3 contains 13803 members 
Mstep: Class 4 contains 3299 members 
Mstep: Class 5 contains 42444 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4534 members 
Mstep: Class 8 contains 196169 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28486 members 
Mstep: Class 11 contains 17086 members 
Mstep: Class 12 contains 16732 members 
Mstep: Class 13 contains 56079 members 
Mstep: Class 14 contains 155812 members 
Mstep: Class 15 contains 29989 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 10081 members 
Mstep: Class 18 contains 9046 members 
Mstep: Class 19 contains 14801 members 
Mstep: Class 20 contains 12286 members 
Mstep: Class 21 contains 171276 members 
Mstep: Class 22 contains 30119 members 
Mstep: Class 23 contains 24880 members 
Mstep: Class 24 contains 82261 members 
Mstep: Class 25 contains 24824 members 
Mstep: Class 26 contains 13552 members 
Mstep: Class 27 contains 332602 members 
Mstep: Class 28 contains 203673 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10079 members 
Mstep: Class 31 contains 9002 members 
Mstep: Class 32 contains 83364 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222039 members 
Mstep: Class 35 contains 91398 members 
Mstep: Class 36 contains 21138 members 
Mstep: Class 37 contains 8248 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493328.000000 Penalty: 136683.125000
Iteration 341Q: 39 clusters Score -2.354933e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 13780 members 
Mstep: Class 3 contains 13801 members 
Mstep: Class 4 contains 3298 members 
Mstep: Class 5 contains 42444 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4534 members 
Mstep: Class 8 contains 196175 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28483 members 
Mstep: Class 11 contains 17085 members 
Mstep: Class 12 contains 16731 members 
Mstep: Class 13 contains 56079 members 
Mstep: Class 14 contains 155811 members 
Mstep: Class 15 contains 29993 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 10082 members 
Mstep: Class 18 contains 9047 members 
Mstep: Class 19 contains 14801 members 
Mstep: Class 20 contains 12287 members 
Mstep: Class 21 contains 171280 members 
Mstep: Class 22 contains 30122 members 
Mstep: Class 23 contains 24875 members 
Mstep: Class 24 contains 82262 members 
Mstep: Class 25 contains 24824 members 
Mstep: Class 26 contains 13552 members 
Mstep: Class 27 contains 332600 members 
Mstep: Class 28 contains 203682 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10080 members 
Mstep: Class 31 contains 9001 members 
Mstep: Class 32 contains 83365 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222023 members 
Mstep: Class 35 contains 91397 members 
Mstep: Class 36 contains 21138 members 
Mstep: Class 37 contains 8248 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493280.000000 Penalty: 136683.125000
Iteration 342Q: 39 clusters Score -2.354933e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 13782 members 
Mstep: Class 3 contains 13801 members 
Mstep: Class 4 contains 3298 members 
Mstep: Class 5 contains 42444 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4532 members 
Mstep: Class 8 contains 196181 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28484 members 
Mstep: Class 11 contains 17083 members 
Mstep: Class 12 contains 16731 members 
Mstep: Class 13 contains 56079 members 
Mstep: Class 14 contains 155810 members 
Mstep: Class 15 contains 29993 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 10082 members 
Mstep: Class 18 contains 9046 members 
Mstep: Class 19 contains 14801 members 
Mstep: Class 20 contains 12288 members 
Mstep: Class 21 contains 171278 members 
Mstep: Class 22 contains 30124 members 
Mstep: Class 23 contains 24871 members 
Mstep: Class 24 contains 82262 members 
Mstep: Class 25 contains 24824 members 
Mstep: Class 26 contains 13552 members 
Mstep: Class 27 contains 332599 members 
Mstep: Class 28 contains 203681 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10080 members 
Mstep: Class 31 contains 9001 members 
Mstep: Class 32 contains 83365 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222022 members 
Mstep: Class 35 contains 91397 members 
Mstep: Class 36 contains 21142 members 
Mstep: Class 37 contains 8248 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493040.000000 Penalty: 136683.125000
Iteration 343Q: 39 clusters Score -2.35493e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 13784 members 
Mstep: Class 3 contains 13801 members 
Mstep: Class 4 contains 3298 members 
Mstep: Class 5 contains 42444 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4531 members 
Mstep: Class 8 contains 196183 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28483 members 
Mstep: Class 11 contains 17082 members 
Mstep: Class 12 contains 16731 members 
Mstep: Class 13 contains 56078 members 
Mstep: Class 14 contains 155810 members 
Mstep: Class 15 contains 29993 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 10082 members 
Mstep: Class 18 contains 9046 members 
Mstep: Class 19 contains 14801 members 
Mstep: Class 20 contains 12288 members 
Mstep: Class 21 contains 171277 members 
Mstep: Class 22 contains 30125 members 
Mstep: Class 23 contains 24868 members 
Mstep: Class 24 contains 82262 members 
Mstep: Class 25 contains 24824 members 
Mstep: Class 26 contains 13552 members 
Mstep: Class 27 contains 332595 members 
Mstep: Class 28 contains 203692 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10080 members 
Mstep: Class 31 contains 9001 members 
Mstep: Class 32 contains 83364 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222013 members 
Mstep: Class 35 contains 91399 members 
Mstep: Class 36 contains 21147 members 
Mstep: Class 37 contains 8248 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493184.000000 Penalty: 136683.125000
Iteration 344Q: 39 clusters Score -2.354932e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 13785 members 
Mstep: Class 3 contains 13800 members 
Mstep: Class 4 contains 3297 members 
Mstep: Class 5 contains 42444 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4531 members 
Mstep: Class 8 contains 196189 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28483 members 
Mstep: Class 11 contains 17082 members 
Mstep: Class 12 contains 16731 members 
Mstep: Class 13 contains 56080 members 
Mstep: Class 14 contains 155810 members 
Mstep: Class 15 contains 29994 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 10082 members 
Mstep: Class 18 contains 9046 members 
Mstep: Class 19 contains 14801 members 
Mstep: Class 20 contains 12288 members 
Mstep: Class 21 contains 171277 members 
Mstep: Class 22 contains 30128 members 
Mstep: Class 23 contains 24866 members 
Mstep: Class 24 contains 82262 members 
Mstep: Class 25 contains 24823 members 
Mstep: Class 26 contains 13553 members 
Mstep: Class 27 contains 332589 members 
Mstep: Class 28 contains 203699 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10080 members 
Mstep: Class 31 contains 9001 members 
Mstep: Class 32 contains 83364 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 222002 members 
Mstep: Class 35 contains 91398 members 
Mstep: Class 36 contains 21149 members 
Mstep: Class 37 contains 8248 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235492992.000000 Penalty: 136683.125000
Iteration 345Q: 39 clusters Score -2.35493e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 13787 members 
Mstep: Class 3 contains 13799 members 
Mstep: Class 4 contains 3296 members 
Mstep: Class 5 contains 42443 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4530 members 
Mstep: Class 8 contains 196187 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28483 members 
Mstep: Class 11 contains 17082 members 
Mstep: Class 12 contains 16729 members 
Mstep: Class 13 contains 56081 members 
Mstep: Class 14 contains 155810 members 
Mstep: Class 15 contains 29996 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 10082 members 
Mstep: Class 18 contains 9046 members 
Mstep: Class 19 contains 14801 members 
Mstep: Class 20 contains 12288 members 
Mstep: Class 21 contains 171280 members 
Mstep: Class 22 contains 30130 members 
Mstep: Class 23 contains 24866 members 
Mstep: Class 24 contains 82262 members 
Mstep: Class 25 contains 24823 members 
Mstep: Class 26 contains 13553 members 
Mstep: Class 27 contains 332586 members 
Mstep: Class 28 contains 203713 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10080 members 
Mstep: Class 31 contains 9001 members 
Mstep: Class 32 contains 83366 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 221988 members 
Mstep: Class 35 contains 91396 members 
Mstep: Class 36 contains 21150 members 
Mstep: Class 37 contains 8248 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493056.000000 Penalty: 136683.125000
Iteration 346Q: 39 clusters Score -2.354931e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 13790 members 
Mstep: Class 3 contains 13798 members 
Mstep: Class 4 contains 3294 members 
Mstep: Class 5 contains 42444 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4527 members 
Mstep: Class 8 contains 196187 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28483 members 
Mstep: Class 11 contains 17082 members 
Mstep: Class 12 contains 16728 members 
Mstep: Class 13 contains 56081 members 
Mstep: Class 14 contains 155809 members 
Mstep: Class 15 contains 29998 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 10082 members 
Mstep: Class 18 contains 9046 members 
Mstep: Class 19 contains 14802 members 
Mstep: Class 20 contains 12288 members 
Mstep: Class 21 contains 171280 members 
Mstep: Class 22 contains 30132 members 
Mstep: Class 23 contains 24866 members 
Mstep: Class 24 contains 82262 members 
Mstep: Class 25 contains 24823 members 
Mstep: Class 26 contains 13553 members 
Mstep: Class 27 contains 332586 members 
Mstep: Class 28 contains 203729 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10080 members 
Mstep: Class 31 contains 9001 members 
Mstep: Class 32 contains 83364 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 221973 members 
Mstep: Class 35 contains 91393 members 
Mstep: Class 36 contains 21153 members 
Mstep: Class 37 contains 8248 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493056.000000 Penalty: 136683.125000
Iteration 347Q: 39 clusters Score -2.354931e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 13791 members 
Mstep: Class 3 contains 13798 members 
Mstep: Class 4 contains 3294 members 
Mstep: Class 5 contains 42444 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4526 members 
Mstep: Class 8 contains 196183 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28482 members 
Mstep: Class 11 contains 17081 members 
Mstep: Class 12 contains 16728 members 
Mstep: Class 13 contains 56081 members 
Mstep: Class 14 contains 155809 members 
Mstep: Class 15 contains 29999 members 
Mstep: Class 16 contains 11571 members 
Mstep: Class 17 contains 10083 members 
Mstep: Class 18 contains 9045 members 
Mstep: Class 19 contains 14804 members 
Mstep: Class 20 contains 12288 members 
Mstep: Class 21 contains 171282 members 
Mstep: Class 22 contains 30132 members 
Mstep: Class 23 contains 24866 members 
Mstep: Class 24 contains 82261 members 
Mstep: Class 25 contains 24823 members 
Mstep: Class 26 contains 13553 members 
Mstep: Class 27 contains 332582 members 
Mstep: Class 28 contains 203743 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10080 members 
Mstep: Class 31 contains 9001 members 
Mstep: Class 32 contains 83363 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 221963 members 
Mstep: Class 35 contains 91392 members 
Mstep: Class 36 contains 21158 members 
Mstep: Class 37 contains 8248 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235492944.000000 Penalty: 136683.125000
Iteration 348Q: 39 clusters Score -2.354929e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 13793 members 
Mstep: Class 3 contains 13797 members 
Mstep: Class 4 contains 3294 members 
Mstep: Class 5 contains 42444 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4525 members 
Mstep: Class 8 contains 196182 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28481 members 
Mstep: Class 11 contains 17081 members 
Mstep: Class 12 contains 16729 members 
Mstep: Class 13 contains 56082 members 
Mstep: Class 14 contains 155807 members 
Mstep: Class 15 contains 29999 members 
Mstep: Class 16 contains 11571 members 
Mstep: Class 17 contains 10082 members 
Mstep: Class 18 contains 9045 members 
Mstep: Class 19 contains 14806 members 
Mstep: Class 20 contains 12289 members 
Mstep: Class 21 contains 171283 members 
Mstep: Class 22 contains 30131 members 
Mstep: Class 23 contains 24866 members 
Mstep: Class 24 contains 82260 members 
Mstep: Class 25 contains 24823 members 
Mstep: Class 26 contains 13553 members 
Mstep: Class 27 contains 332579 members 
Mstep: Class 28 contains 203752 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10080 members 
Mstep: Class 31 contains 9001 members 
Mstep: Class 32 contains 83363 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 221957 members 
Mstep: Class 35 contains 91390 members 
Mstep: Class 36 contains 21161 members 
Mstep: Class 37 contains 8248 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493184.000000 Penalty: 136683.125000
Iteration 349Q: 39 clusters Score -2.354932e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 13794 members 
Mstep: Class 3 contains 13797 members 
Mstep: Class 4 contains 3294 members 
Mstep: Class 5 contains 42445 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4524 members 
Mstep: Class 8 contains 196179 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28481 members 
Mstep: Class 11 contains 17081 members 
Mstep: Class 12 contains 16729 members 
Mstep: Class 13 contains 56084 members 
Mstep: Class 14 contains 155806 members 
Mstep: Class 15 contains 29999 members 
Mstep: Class 16 contains 11571 members 
Mstep: Class 17 contains 10082 members 
Mstep: Class 18 contains 9045 members 
Mstep: Class 19 contains 14806 members 
Mstep: Class 20 contains 12289 members 
Mstep: Class 21 contains 171284 members 
Mstep: Class 22 contains 30132 members 
Mstep: Class 23 contains 24866 members 
Mstep: Class 24 contains 82260 members 
Mstep: Class 25 contains 24824 members 
Mstep: Class 26 contains 13555 members 
Mstep: Class 27 contains 332574 members 
Mstep: Class 28 contains 203768 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10081 members 
Mstep: Class 31 contains 9001 members 
Mstep: Class 32 contains 83365 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 221943 members 
Mstep: Class 35 contains 91385 members 
Mstep: Class 36 contains 21163 members 
Mstep: Class 37 contains 8248 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493200.000000 Penalty: 136683.125000
Iteration 350Q: 39 clusters Score -2.354932e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 13795 members 
Mstep: Class 3 contains 13796 members 
Mstep: Class 4 contains 3294 members 
Mstep: Class 5 contains 42444 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4522 members 
Mstep: Class 8 contains 196180 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28481 members 
Mstep: Class 11 contains 17081 members 
Mstep: Class 12 contains 16729 members 
Mstep: Class 13 contains 56085 members 
Mstep: Class 14 contains 155805 members 
Mstep: Class 15 contains 29997 members 
Mstep: Class 16 contains 11571 members 
Mstep: Class 17 contains 10082 members 
Mstep: Class 18 contains 9045 members 
Mstep: Class 19 contains 14806 members 
Mstep: Class 20 contains 12289 members 
Mstep: Class 21 contains 171290 members 
Mstep: Class 22 contains 30133 members 
Mstep: Class 23 contains 24866 members 
Mstep: Class 24 contains 82261 members 
Mstep: Class 25 contains 24826 members 
Mstep: Class 26 contains 13556 members 
Mstep: Class 27 contains 332573 members 
Mstep: Class 28 contains 203785 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10081 members 
Mstep: Class 31 contains 9000 members 
Mstep: Class 32 contains 83364 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 221926 members 
Mstep: Class 35 contains 91379 members 
Mstep: Class 36 contains 21164 members 
Mstep: Class 37 contains 8248 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493360.000000 Penalty: 136683.125000
Iteration 351Q: 39 clusters Score -2.354934e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 13795 members 
Mstep: Class 3 contains 13796 members 
Mstep: Class 4 contains 3294 members 
Mstep: Class 5 contains 42445 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4519 members 
Mstep: Class 8 contains 196176 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28481 members 
Mstep: Class 11 contains 17081 members 
Mstep: Class 12 contains 16728 members 
Mstep: Class 13 contains 56086 members 
Mstep: Class 14 contains 155805 members 
Mstep: Class 15 contains 29999 members 
Mstep: Class 16 contains 11571 members 
Mstep: Class 17 contains 10082 members 
Mstep: Class 18 contains 9046 members 
Mstep: Class 19 contains 14806 members 
Mstep: Class 20 contains 12289 members 
Mstep: Class 21 contains 171291 members 
Mstep: Class 22 contains 30135 members 
Mstep: Class 23 contains 24867 members 
Mstep: Class 24 contains 82262 members 
Mstep: Class 25 contains 24829 members 
Mstep: Class 26 contains 13560 members 
Mstep: Class 27 contains 332569 members 
Mstep: Class 28 contains 203782 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10081 members 
Mstep: Class 31 contains 8999 members 
Mstep: Class 32 contains 83364 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 221924 members 
Mstep: Class 35 contains 91379 members 
Mstep: Class 36 contains 21165 members 
Mstep: Class 37 contains 8248 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493408.000000 Penalty: 136683.125000
Iteration 352Q: 39 clusters Score -2.354934e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 13795 members 
Mstep: Class 3 contains 13796 members 
Mstep: Class 4 contains 3294 members 
Mstep: Class 5 contains 42445 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4514 members 
Mstep: Class 8 contains 196171 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28481 members 
Mstep: Class 11 contains 17081 members 
Mstep: Class 12 contains 16728 members 
Mstep: Class 13 contains 56085 members 
Mstep: Class 14 contains 155805 members 
Mstep: Class 15 contains 29998 members 
Mstep: Class 16 contains 11571 members 
Mstep: Class 17 contains 10082 members 
Mstep: Class 18 contains 9046 members 
Mstep: Class 19 contains 14806 members 
Mstep: Class 20 contains 12290 members 
Mstep: Class 21 contains 171289 members 
Mstep: Class 22 contains 30137 members 
Mstep: Class 23 contains 24866 members 
Mstep: Class 24 contains 82262 members 
Mstep: Class 25 contains 24832 members 
Mstep: Class 26 contains 13560 members 
Mstep: Class 27 contains 332572 members 
Mstep: Class 28 contains 203799 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10081 members 
Mstep: Class 31 contains 8997 members 
Mstep: Class 32 contains 83364 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 221912 members 
Mstep: Class 35 contains 91379 members 
Mstep: Class 36 contains 21167 members 
Mstep: Class 37 contains 8248 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493408.000000 Penalty: 136683.125000
Iteration 353Q: 39 clusters Score -2.354934e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 13795 members 
Mstep: Class 3 contains 13796 members 
Mstep: Class 4 contains 3294 members 
Mstep: Class 5 contains 42445 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4512 members 
Mstep: Class 8 contains 196171 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28482 members 
Mstep: Class 11 contains 17081 members 
Mstep: Class 12 contains 16728 members 
Mstep: Class 13 contains 56083 members 
Mstep: Class 14 contains 155805 members 
Mstep: Class 15 contains 29997 members 
Mstep: Class 16 contains 11571 members 
Mstep: Class 17 contains 10082 members 
Mstep: Class 18 contains 9046 members 
Mstep: Class 19 contains 14806 members 
Mstep: Class 20 contains 12289 members 
Mstep: Class 21 contains 171292 members 
Mstep: Class 22 contains 30135 members 
Mstep: Class 23 contains 24865 members 
Mstep: Class 24 contains 82262 members 
Mstep: Class 25 contains 24833 members 
Mstep: Class 26 contains 13559 members 
Mstep: Class 27 contains 332572 members 
Mstep: Class 28 contains 203810 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10081 members 
Mstep: Class 31 contains 8996 members 
Mstep: Class 32 contains 83363 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 221905 members 
Mstep: Class 35 contains 91379 members 
Mstep: Class 36 contains 21171 members 
Mstep: Class 37 contains 8248 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493248.000000 Penalty: 136683.125000
Iteration 354Q: 39 clusters Score -2.354932e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 13795 members 
Mstep: Class 3 contains 13796 members 
Mstep: Class 4 contains 3294 members 
Mstep: Class 5 contains 42445 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4511 members 
Mstep: Class 8 contains 196168 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28482 members 
Mstep: Class 11 contains 17081 members 
Mstep: Class 12 contains 16728 members 
Mstep: Class 13 contains 56083 members 
Mstep: Class 14 contains 155805 members 
Mstep: Class 15 contains 29996 members 
Mstep: Class 16 contains 11571 members 
Mstep: Class 17 contains 10082 members 
Mstep: Class 18 contains 9046 members 
Mstep: Class 19 contains 14806 members 
Mstep: Class 20 contains 12289 members 
Mstep: Class 21 contains 171293 members 
Mstep: Class 22 contains 30134 members 
Mstep: Class 23 contains 24863 members 
Mstep: Class 24 contains 82263 members 
Mstep: Class 25 contains 24834 members 
Mstep: Class 26 contains 13560 members 
Mstep: Class 27 contains 332569 members 
Mstep: Class 28 contains 203825 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10081 members 
Mstep: Class 31 contains 8995 members 
Mstep: Class 32 contains 83364 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 221894 members 
Mstep: Class 35 contains 91377 members 
Mstep: Class 36 contains 21177 members 
Mstep: Class 37 contains 8248 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493168.000000 Penalty: 136683.125000
Iteration 355Q: 39 clusters Score -2.354932e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 13795 members 
Mstep: Class 3 contains 13795 members 
Mstep: Class 4 contains 3294 members 
Mstep: Class 5 contains 42446 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4511 members 
Mstep: Class 8 contains 196168 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28483 members 
Mstep: Class 11 contains 17081 members 
Mstep: Class 12 contains 16728 members 
Mstep: Class 13 contains 56083 members 
Mstep: Class 14 contains 155805 members 
Mstep: Class 15 contains 29993 members 
Mstep: Class 16 contains 11571 members 
Mstep: Class 17 contains 10082 members 
Mstep: Class 18 contains 9046 members 
Mstep: Class 19 contains 14806 members 
Mstep: Class 20 contains 12289 members 
Mstep: Class 21 contains 171294 members 
Mstep: Class 22 contains 30135 members 
Mstep: Class 23 contains 24861 members 
Mstep: Class 24 contains 82263 members 
Mstep: Class 25 contains 24835 members 
Mstep: Class 26 contains 13559 members 
Mstep: Class 27 contains 332569 members 
Mstep: Class 28 contains 203832 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10081 members 
Mstep: Class 31 contains 8995 members 
Mstep: Class 32 contains 83364 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 221886 members 
Mstep: Class 35 contains 91377 members 
Mstep: Class 36 contains 21180 members 
Mstep: Class 37 contains 8248 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493248.000000 Penalty: 136683.125000
Iteration 356Q: 39 clusters Score -2.354932e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 13795 members 
Mstep: Class 3 contains 13794 members 
Mstep: Class 4 contains 3294 members 
Mstep: Class 5 contains 42447 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4509 members 
Mstep: Class 8 contains 196165 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28483 members 
Mstep: Class 11 contains 17081 members 
Mstep: Class 12 contains 16728 members 
Mstep: Class 13 contains 56083 members 
Mstep: Class 14 contains 155805 members 
Mstep: Class 15 contains 29992 members 
Mstep: Class 16 contains 11571 members 
Mstep: Class 17 contains 10082 members 
Mstep: Class 18 contains 9046 members 
Mstep: Class 19 contains 14806 members 
Mstep: Class 20 contains 12289 members 
Mstep: Class 21 contains 171294 members 
Mstep: Class 22 contains 30136 members 
Mstep: Class 23 contains 24860 members 
Mstep: Class 24 contains 82264 members 
Mstep: Class 25 contains 24836 members 
Mstep: Class 26 contains 13561 members 
Mstep: Class 27 contains 332567 members 
Mstep: Class 28 contains 203839 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10081 members 
Mstep: Class 31 contains 8995 members 
Mstep: Class 32 contains 83364 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 221880 members 
Mstep: Class 35 contains 91374 members 
Mstep: Class 36 contains 21185 members 
Mstep: Class 37 contains 8248 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493120.000000 Penalty: 136683.125000
Iteration 357Q: 39 clusters Score -2.354931e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 13795 members 
Mstep: Class 3 contains 13794 members 
Mstep: Class 4 contains 3294 members 
Mstep: Class 5 contains 42447 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4508 members 
Mstep: Class 8 contains 196165 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28483 members 
Mstep: Class 11 contains 17081 members 
Mstep: Class 12 contains 16728 members 
Mstep: Class 13 contains 56084 members 
Mstep: Class 14 contains 155805 members 
Mstep: Class 15 contains 29983 members 
Mstep: Class 16 contains 11571 members 
Mstep: Class 17 contains 10082 members 
Mstep: Class 18 contains 9046 members 
Mstep: Class 19 contains 14806 members 
Mstep: Class 20 contains 12289 members 
Mstep: Class 21 contains 171296 members 
Mstep: Class 22 contains 30138 members 
Mstep: Class 23 contains 24857 members 
Mstep: Class 24 contains 82264 members 
Mstep: Class 25 contains 24837 members 
Mstep: Class 26 contains 13561 members 
Mstep: Class 27 contains 332566 members 
Mstep: Class 28 contains 203840 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10081 members 
Mstep: Class 31 contains 8995 members 
Mstep: Class 32 contains 83365 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 221885 members 
Mstep: Class 35 contains 91370 members 
Mstep: Class 36 contains 21190 members 
Mstep: Class 37 contains 8248 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493200.000000 Penalty: 136683.125000
Iteration 358Q: 39 clusters Score -2.354932e+08 nChanged 50
Entering ConstructFrom: 
Score: -235493200.000000 Penalty: 136683.125000
Entering ConstructFrom: 
Trying to split cluster 1 (16011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Entering Unmasked Estep 
Score: -1898527.250000 Penalty: 2400.895752
	Iteration 0F: 2 clusters Score -1898527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1887131.250000 Penalty: 4801.791504
	Iteration 0F: 3 clusters Score -1887131 nChanged 6939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1890811.000000 Penalty: 4801.791504
	Iteration 1F: 3 clusters Score -1890811 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1891327.750000 Penalty: 4801.791504
	Iteration 2F: 3 clusters Score -1891328 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1891920.000000 Penalty: 4801.791504
	Iteration 3F: 3 clusters Score -1891920 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1892715.500000 Penalty: 4801.791504
	Iteration 4F: 3 clusters Score -1892716 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1893641.750000 Penalty: 4801.791504
	Iteration 5F: 3 clusters Score -1893642 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1894515.250000 Penalty: 4801.791504
	Iteration 6F: 3 clusters Score -1894515 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1895180.250000 Penalty: 4801.791504
	Iteration 7F: 3 clusters Score -1895180 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1895621.875000 Penalty: 4801.791504
	Iteration 8Q: 3 clusters Score -1895622 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1895870.375000 Penalty: 4801.791504
	Iteration 9Q: 3 clusters Score -1895870 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1896028.125000 Penalty: 4801.791504
	Iteration 10Q: 3 clusters Score -1896028 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1896121.750000 Penalty: 4801.791504
	Iteration 11Q: 3 clusters Score -1896122 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1896177.500000 Penalty: 4801.791504
	Iteration 12Q: 3 clusters Score -1896178 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1896226.125000 Penalty: 4801.791504
	Iteration 13Q: 3 clusters Score -1896226 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1896264.250000 Penalty: 4801.791504
	Iteration 14Q: 3 clusters Score -1896264 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1896291.750000 Penalty: 4801.791504
	Iteration 15Q: 3 clusters Score -1896292 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1896323.375000 Penalty: 4801.791504
	Iteration 16Q: 3 clusters Score -1896323 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1896349.375000 Penalty: 4801.791504
	Iteration 17Q: 3 clusters Score -1896349 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1896371.750000 Penalty: 4801.791504
	Iteration 18Q: 3 clusters Score -1896372 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1896387.250000 Penalty: 4801.791504
	Iteration 19Q: 3 clusters Score -1896387 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1896404.500000 Penalty: 4801.791504
	Iteration 20F: 3 clusters Score -1896404 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1896416.250000 Penalty: 4801.791504
	Iteration 21Q: 3 clusters Score -1896416 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1896433.000000 Penalty: 4801.791504
	Iteration 22Q: 3 clusters Score -1896433 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1896448.875000 Penalty: 4801.791504
	Iteration 23Q: 3 clusters Score -1896449 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1896464.750000 Penalty: 4801.791504
	Iteration 24Q: 3 clusters Score -1896465 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1896480.125000 Penalty: 4801.791504
	Iteration 25Q: 3 clusters Score -1896480 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1896501.000000 Penalty: 4801.791504
	Iteration 26Q: 3 clusters Score -1896501 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1896526.125000 Penalty: 4801.791504
	Iteration 27Q: 3 clusters Score -1896526 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1896550.125000 Penalty: 4801.791504
	Iteration 28Q: 3 clusters Score -1896550 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1896567.875000 Penalty: 4801.791504
	Iteration 29Q: 3 clusters Score -1896568 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1896583.125000 Penalty: 4801.791504
	Iteration 30Q: 3 clusters Score -1896583 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1896595.375000 Penalty: 4801.791504
	Iteration 31Q: 3 clusters Score -1896595 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1896602.875000 Penalty: 4801.791504
	Iteration 32Q: 3 clusters Score -1896603 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1896619.125000 Penalty: 4801.791504
	Iteration 33Q: 3 clusters Score -1896619 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1896632.625000 Penalty: 4801.791504
	Iteration 34Q: 3 clusters Score -1896633 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1896648.500000 Penalty: 4801.791504
	Iteration 35Q: 3 clusters Score -1896648 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1896669.375000 Penalty: 4801.791504
	Iteration 36Q: 3 clusters Score -1896669 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1896673.875000 Penalty: 4801.791504
	Iteration 37Q: 3 clusters Score -1896674 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1896688.750000 Penalty: 4801.791504
	Iteration 38Q: 3 clusters Score -1896689 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1896696.750000 Penalty: 4801.791504
	Iteration 39Q: 3 clusters Score -1896697 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1896702.125000 Penalty: 4801.791504
	Iteration 40F: 3 clusters Score -1896702 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1896708.875000 Penalty: 4801.791504
	Iteration 41Q: 3 clusters Score -1896709 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1896721.500000 Penalty: 4801.791504
	Iteration 42Q: 3 clusters Score -1896722 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1896734.500000 Penalty: 4801.791504
	Iteration 43Q: 3 clusters Score -1896734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1896738.250000 Penalty: 4801.791504
	Iteration 44Q: 3 clusters Score -1896738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1896742.000000 Penalty: 4801.791504
	Iteration 45Q: 3 clusters Score -1896742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1896750.750000 Penalty: 4801.791504
	Iteration 46Q: 3 clusters Score -1896751 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1896757.875000 Penalty: 4801.791504
	Iteration 47Q: 3 clusters Score -1896758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1896765.625000 Penalty: 4801.791504
	Iteration 48Q: 3 clusters Score -1896766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1896766.125000 Penalty: 4801.791504
	Iteration 49Q: 3 clusters Score -1896766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1896776.750000 Penalty: 4801.791504
	Iteration 50Q: 3 clusters Score -1896777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1896775.125000 Penalty: 4801.791504
	Iteration 51Q: 3 clusters Score -1896775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1896772.000000 Penalty: 4801.791504
	Iteration 52Q: 3 clusters Score -1896772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1896778.375000 Penalty: 4801.791504
	Iteration 53Q: 3 clusters Score -1896778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1896775.875000 Penalty: 4801.791504
	Iteration 54Q: 3 clusters Score -1896776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1896781.500000 Penalty: 4801.791504
	Iteration 55Q: 3 clusters Score -1896782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1896781.000000 Penalty: 4801.791504
	Iteration 56Q: 3 clusters Score -1896781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1896777.750000 Penalty: 4801.791504
	Iteration 57Q: 3 clusters Score -1896778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1896777.875000 Penalty: 4801.791504
	Iteration 58Q: 3 clusters Score -1896778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1896777.375000 Penalty: 4801.791504
	Iteration 59Q: 3 clusters Score -1896777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1896778.875000 Penalty: 4801.791504
	Iteration 60F: 3 clusters Score -1896779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1896780.625000 Penalty: 4801.791504
	Iteration 61Q: 3 clusters Score -1896781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1896781.875000 Penalty: 4801.791504
	Iteration 62Q: 3 clusters Score -1896782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1896783.000000 Penalty: 4801.791504
	Iteration 63Q: 3 clusters Score -1896783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1896784.875000 Penalty: 4801.791504
	Iteration 64Q: 3 clusters Score -1896785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1896787.125000 Penalty: 4801.791504
	Iteration 65Q: 3 clusters Score -1896787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1896789.875000 Penalty: 4801.791504
	Iteration 66Q: 3 clusters Score -1896790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1896787.250000 Penalty: 4801.791504
	Iteration 67Q: 3 clusters Score -1896787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1896787.250000 Penalty: 4801.791504
	Iteration 68F: 3 clusters Score -1896787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Entering Unmasked Estep 
Score: -1588519.750000 Penalty: 2363.969238
	Iteration 0F: 2 clusters Score -1588520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1578339.625000 Penalty: 4727.938477
	Iteration 0F: 3 clusters Score -1578340 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1581675.125000 Penalty: 4727.938477
	Iteration 1F: 3 clusters Score -1581675 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1582193.250000 Penalty: 4727.938477
	Iteration 2F: 3 clusters Score -1582193 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1582670.250000 Penalty: 4727.938477
	Iteration 3F: 3 clusters Score -1582670 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1583232.500000 Penalty: 4727.938477
	Iteration 4F: 3 clusters Score -1583232 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1583914.500000 Penalty: 4727.938477
	Iteration 5F: 3 clusters Score -1583914 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1584623.625000 Penalty: 4727.938477
	Iteration 6F: 3 clusters Score -1584624 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1585285.500000 Penalty: 4727.938477
	Iteration 7F: 3 clusters Score -1585286 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1585791.000000 Penalty: 4727.938477
	Iteration 8Q: 3 clusters Score -1585791 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1586226.625000 Penalty: 4727.938477
	Iteration 9Q: 3 clusters Score -1586227 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1586600.875000 Penalty: 4727.938477
	Iteration 10Q: 3 clusters Score -1586601 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1586805.375000 Penalty: 4727.938477
	Iteration 11Q: 3 clusters Score -1586805 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1586890.625000 Penalty: 4727.938477
	Iteration 12Q: 3 clusters Score -1586891 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1586925.875000 Penalty: 4727.938477
	Iteration 13Q: 3 clusters Score -1586926 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1586951.750000 Penalty: 4727.938477
	Iteration 14Q: 3 clusters Score -1586952 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1586967.125000 Penalty: 4727.938477
	Iteration 15Q: 3 clusters Score -1586967 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1586979.250000 Penalty: 4727.938477
	Iteration 16Q: 3 clusters Score -1586979 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1586982.500000 Penalty: 4727.938477
	Iteration 17Q: 3 clusters Score -1586982 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1586990.750000 Penalty: 4727.938477
	Iteration 18Q: 3 clusters Score -1586991 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1586990.125000 Penalty: 4727.938477
	Iteration 19Q: 3 clusters Score -1586990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1586991.750000 Penalty: 4727.938477
	Iteration 20F: 3 clusters Score -1586992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1586995.125000 Penalty: 4727.938477
	Iteration 21Q: 3 clusters Score -1586995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1586998.500000 Penalty: 4727.938477
	Iteration 22Q: 3 clusters Score -1586998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1587000.750000 Penalty: 4727.938477
	Iteration 23Q: 3 clusters Score -1587001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1587001.875000 Penalty: 4727.938477
	Iteration 24Q: 3 clusters Score -1587002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1587003.500000 Penalty: 4727.938477
	Iteration 25Q: 3 clusters Score -1587004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1587008.125000 Penalty: 4727.938477
	Iteration 26Q: 3 clusters Score -1587008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1587010.250000 Penalty: 4727.938477
	Iteration 27Q: 3 clusters Score -1587010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1587009.250000 Penalty: 4727.938477
	Iteration 28Q: 3 clusters Score -1587009 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1587010.750000 Penalty: 4727.938477
	Iteration 29Q: 3 clusters Score -1587011 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1587014.375000 Penalty: 4727.938477
	Iteration 30Q: 3 clusters Score -1587014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1587018.250000 Penalty: 4727.938477
	Iteration 31Q: 3 clusters Score -1587018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1587020.375000 Penalty: 4727.938477
	Iteration 32Q: 3 clusters Score -1587020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1587024.875000 Penalty: 4727.938477
	Iteration 33Q: 3 clusters Score -1587025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1587024.250000 Penalty: 4727.938477
	Iteration 34Q: 3 clusters Score -1587024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1587027.500000 Penalty: 4727.938477
	Iteration 35Q: 3 clusters Score -1587028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1587026.750000 Penalty: 4727.938477
	Iteration 36Q: 3 clusters Score -1587027 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1587030.125000 Penalty: 4727.938477
	Iteration 37Q: 3 clusters Score -1587030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1587031.125000 Penalty: 4727.938477
	Iteration 38Q: 3 clusters Score -1587031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1587033.875000 Penalty: 4727.938477
	Iteration 39Q: 3 clusters Score -1587034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1587035.125000 Penalty: 4727.938477
	Iteration 40F: 3 clusters Score -1587035 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1587033.625000 Penalty: 4727.938477
	Iteration 41Q: 3 clusters Score -1587034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1587035.625000 Penalty: 4727.938477
	Iteration 42Q: 3 clusters Score -1587036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1587036.000000 Penalty: 4727.938477
	Iteration 43Q: 3 clusters Score -1587036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1587037.625000 Penalty: 4727.938477
	Iteration 44Q: 3 clusters Score -1587038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1587041.250000 Penalty: 4727.938477
	Iteration 45Q: 3 clusters Score -1587041 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1587042.625000 Penalty: 4727.938477
	Iteration 46Q: 3 clusters Score -1587043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1587045.125000 Penalty: 4727.938477
	Iteration 47Q: 3 clusters Score -1587045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1587047.250000 Penalty: 4727.938477
	Iteration 48Q: 3 clusters Score -1587047 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1587052.375000 Penalty: 4727.938477
	Iteration 49Q: 3 clusters Score -1587052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1587054.375000 Penalty: 4727.938477
	Iteration 50Q: 3 clusters Score -1587054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1587055.000000 Penalty: 4727.938477
	Iteration 51Q: 3 clusters Score -1587055 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1587060.250000 Penalty: 4727.938477
	Iteration 52Q: 3 clusters Score -1587060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1587063.000000 Penalty: 4727.938477
	Iteration 53Q: 3 clusters Score -1587063 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1587068.250000 Penalty: 4727.938477
	Iteration 54Q: 3 clusters Score -1587068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1587077.000000 Penalty: 4727.938477
	Iteration 55Q: 3 clusters Score -1587077 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1587078.375000 Penalty: 4727.938477
	Iteration 56Q: 3 clusters Score -1587078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1587079.750000 Penalty: 4727.938477
	Iteration 57Q: 3 clusters Score -1587080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1587084.750000 Penalty: 4727.938477
	Iteration 58Q: 3 clusters Score -1587085 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1587087.625000 Penalty: 4727.938477
	Iteration 59Q: 3 clusters Score -1587088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1587090.125000 Penalty: 4727.938477
	Iteration 60F: 3 clusters Score -1587090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1587094.125000 Penalty: 4727.938477
	Iteration 61Q: 3 clusters Score -1587094 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1587093.000000 Penalty: 4727.938477
	Iteration 62Q: 3 clusters Score -1587093 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1587092.000000 Penalty: 4727.938477
	Iteration 63Q: 3 clusters Score -1587092 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1587098.000000 Penalty: 4727.938477
	Iteration 64Q: 3 clusters Score -1587098 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1587103.250000 Penalty: 4727.938477
	Iteration 65Q: 3 clusters Score -1587103 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1587106.250000 Penalty: 4727.938477
	Iteration 66Q: 3 clusters Score -1587106 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1587119.250000 Penalty: 4727.938477
	Iteration 67Q: 3 clusters Score -1587119 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1587128.125000 Penalty: 4727.938477
	Iteration 68Q: 3 clusters Score -1587128 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1587138.250000 Penalty: 4727.938477
	Iteration 69Q: 3 clusters Score -1587138 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1587145.875000 Penalty: 4727.938477
	Iteration 70Q: 3 clusters Score -1587146 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1587157.750000 Penalty: 4727.938477
	Iteration 71Q: 3 clusters Score -1587158 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1587174.875000 Penalty: 4727.938477
	Iteration 72Q: 3 clusters Score -1587175 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1587185.000000 Penalty: 4727.938477
	Iteration 73Q: 3 clusters Score -1587185 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1587192.500000 Penalty: 4727.938477
	Iteration 74Q: 3 clusters Score -1587192 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1587199.750000 Penalty: 4727.938477
	Iteration 75Q: 3 clusters Score -1587200 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1587205.500000 Penalty: 4727.938477
	Iteration 76Q: 3 clusters Score -1587206 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1587215.875000 Penalty: 4727.938477
	Iteration 77Q: 3 clusters Score -1587216 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1587224.625000 Penalty: 4727.938477
	Iteration 78Q: 3 clusters Score -1587225 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1587231.250000 Penalty: 4727.938477
	Iteration 79Q: 3 clusters Score -1587231 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1587233.750000 Penalty: 4727.938477
	Iteration 80F: 3 clusters Score -1587234 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1587241.750000 Penalty: 4727.938477
	Iteration 81Q: 3 clusters Score -1587242 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1587246.625000 Penalty: 4727.938477
	Iteration 82Q: 3 clusters Score -1587247 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1587259.000000 Penalty: 4727.938477
	Iteration 83Q: 3 clusters Score -1587259 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1587273.625000 Penalty: 4727.938477
	Iteration 84Q: 3 clusters Score -1587274 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1587279.500000 Penalty: 4727.938477
	Iteration 85Q: 3 clusters Score -1587280 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1587291.750000 Penalty: 4727.938477
	Iteration 86Q: 3 clusters Score -1587292 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1587302.375000 Penalty: 4727.938477
	Iteration 87Q: 3 clusters Score -1587302 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1587315.250000 Penalty: 4727.938477
	Iteration 88Q: 3 clusters Score -1587315 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1587333.375000 Penalty: 4727.938477
	Iteration 89Q: 3 clusters Score -1587333 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1587343.875000 Penalty: 4727.938477
	Iteration 90Q: 3 clusters Score -1587344 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1587358.375000 Penalty: 4727.938477
	Iteration 91Q: 3 clusters Score -1587358 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1587370.125000 Penalty: 4727.938477
	Iteration 92Q: 3 clusters Score -1587370 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1587387.000000 Penalty: 4727.938477
	Iteration 93Q: 3 clusters Score -1587387 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1587398.625000 Penalty: 4727.938477
	Iteration 94Q: 3 clusters Score -1587399 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1587409.125000 Penalty: 4727.938477
	Iteration 95Q: 3 clusters Score -1587409 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1587415.125000 Penalty: 4727.938477
	Iteration 96Q: 3 clusters Score -1587415 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1587423.375000 Penalty: 4727.938477
	Iteration 97Q: 3 clusters Score -1587423 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1587429.250000 Penalty: 4727.938477
	Iteration 98Q: 3 clusters Score -1587429 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1587431.625000 Penalty: 4727.938477
	Iteration 99Q: 3 clusters Score -1587432 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1587434.875000 Penalty: 4727.938477
	Iteration 100F: 3 clusters Score -1587435 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1587443.375000 Penalty: 4727.938477
	Iteration 101Q: 3 clusters Score -1587443 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1587447.000000 Penalty: 4727.938477
	Iteration 102Q: 3 clusters Score -1587447 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1587453.625000 Penalty: 4727.938477
	Iteration 103Q: 3 clusters Score -1587454 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1587457.875000 Penalty: 4727.938477
	Iteration 104Q: 3 clusters Score -1587458 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1587468.375000 Penalty: 4727.938477
	Iteration 105Q: 3 clusters Score -1587468 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1587473.750000 Penalty: 4727.938477
	Iteration 106Q: 3 clusters Score -1587474 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1587481.500000 Penalty: 4727.938477
	Iteration 107Q: 3 clusters Score -1587482 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1587486.375000 Penalty: 4727.938477
	Iteration 108Q: 3 clusters Score -1587486 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1587484.875000 Penalty: 4727.938477
	Iteration 109Q: 3 clusters Score -1587485 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1587492.625000 Penalty: 4727.938477
	Iteration 110Q: 3 clusters Score -1587493 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1587498.750000 Penalty: 4727.938477
	Iteration 111Q: 3 clusters Score -1587499 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1587506.500000 Penalty: 4727.938477
	Iteration 112Q: 3 clusters Score -1587506 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1587518.125000 Penalty: 4727.938477
	Iteration 113Q: 3 clusters Score -1587518 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1587526.875000 Penalty: 4727.938477
	Iteration 114Q: 3 clusters Score -1587527 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1587533.625000 Penalty: 4727.938477
	Iteration 115Q: 3 clusters Score -1587534 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1587535.125000 Penalty: 4727.938477
	Iteration 116Q: 3 clusters Score -1587535 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1587543.625000 Penalty: 4727.938477
	Iteration 117Q: 3 clusters Score -1587544 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1587548.500000 Penalty: 4727.938477
	Iteration 118Q: 3 clusters Score -1587548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1587544.875000 Penalty: 4727.938477
	Iteration 119Q: 3 clusters Score -1587545 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1587551.250000 Penalty: 4727.938477
	Iteration 120F: 3 clusters Score -1587551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1587555.375000 Penalty: 4727.938477
	Iteration 121Q: 3 clusters Score -1587555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1587558.250000 Penalty: 4727.938477
	Iteration 122Q: 3 clusters Score -1587558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1587557.750000 Penalty: 4727.938477
	Iteration 123Q: 3 clusters Score -1587558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1587556.125000 Penalty: 4727.938477
	Iteration 124Q: 3 clusters Score -1587556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1587556.500000 Penalty: 4727.938477
	Iteration 125Q: 3 clusters Score -1587556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1587561.625000 Penalty: 4727.938477
	Iteration 126Q: 3 clusters Score -1587562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1587570.500000 Penalty: 4727.938477
	Iteration 127Q: 3 clusters Score -1587570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1587566.375000 Penalty: 4727.938477
	Iteration 128Q: 3 clusters Score -1587566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1587567.875000 Penalty: 4727.938477
	Iteration 129Q: 3 clusters Score -1587568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1587568.750000 Penalty: 4727.938477
	Iteration 130Q: 3 clusters Score -1587569 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1587574.875000 Penalty: 4727.938477
	Iteration 131Q: 3 clusters Score -1587575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1587575.375000 Penalty: 4727.938477
	Iteration 132Q: 3 clusters Score -1587575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1587577.125000 Penalty: 4727.938477
	Iteration 133Q: 3 clusters Score -1587577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1587573.750000 Penalty: 4727.938477
	Iteration 134Q: 3 clusters Score -1587574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1587573.750000 Penalty: 4727.938477
	Iteration 135Q: 3 clusters Score -1587574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1587575.125000 Penalty: 4727.938477
	Iteration 136Q: 3 clusters Score -1587575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1587578.875000 Penalty: 4727.938477
	Iteration 137Q: 3 clusters Score -1587579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1587576.750000 Penalty: 4727.938477
	Iteration 138Q: 3 clusters Score -1587577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1587576.250000 Penalty: 4727.938477
	Iteration 139Q: 3 clusters Score -1587576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1587576.750000 Penalty: 4727.938477
	Iteration 140F: 3 clusters Score -1587577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1587577.375000 Penalty: 4727.938477
	Iteration 141Q: 3 clusters Score -1587577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1587582.375000 Penalty: 4727.938477
	Iteration 142Q: 3 clusters Score -1587582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1587577.250000 Penalty: 4727.938477
	Iteration 143Q: 3 clusters Score -1587577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1587579.500000 Penalty: 4727.938477
	Iteration 144Q: 3 clusters Score -1587580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1587578.875000 Penalty: 4727.938477
	Iteration 145Q: 3 clusters Score -1587579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1587578.500000 Penalty: 4727.938477
	Iteration 146Q: 3 clusters Score -1587578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1587583.375000 Penalty: 4727.938477
	Iteration 147Q: 3 clusters Score -1587583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1587582.375000 Penalty: 4727.938477
	Iteration 148Q: 3 clusters Score -1587582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1587580.625000 Penalty: 4727.938477
	Iteration 149Q: 3 clusters Score -1587581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1587586.000000 Penalty: 4727.938477
	Iteration 150Q: 3 clusters Score -1587586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1587587.625000 Penalty: 4727.938477
	Iteration 151Q: 3 clusters Score -1587588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1587587.875000 Penalty: 4727.938477
	Iteration 152Q: 3 clusters Score -1587588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1587590.250000 Penalty: 4727.938477
	Iteration 153Q: 3 clusters Score -1587590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1587587.625000 Penalty: 4727.938477
	Iteration 154Q: 3 clusters Score -1587588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1587587.625000 Penalty: 4727.938477
	Iteration 155F: 3 clusters Score -1587588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Entering Unmasked Estep 
Score: -1668289.625000 Penalty: 2363.933350
	Iteration 0F: 2 clusters Score -1668290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1658180.750000 Penalty: 4727.866699
	Iteration 0F: 3 clusters Score -1658181 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1661422.875000 Penalty: 4727.866699
	Iteration 1F: 3 clusters Score -1661423 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1661791.500000 Penalty: 4727.866699
	Iteration 2F: 3 clusters Score -1661792 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1662060.750000 Penalty: 4727.866699
	Iteration 3Q: 3 clusters Score -1662061 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1662309.875000 Penalty: 4727.866699
	Iteration 4Q: 3 clusters Score -1662310 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1662536.500000 Penalty: 4727.866699
	Iteration 5Q: 3 clusters Score -1662536 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1662789.125000 Penalty: 4727.866699
	Iteration 6Q: 3 clusters Score -1662789 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1663044.625000 Penalty: 4727.866699
	Iteration 7Q: 3 clusters Score -1663045 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1663308.500000 Penalty: 4727.866699
	Iteration 8Q: 3 clusters Score -1663308 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1663582.250000 Penalty: 4727.866699
	Iteration 9Q: 3 clusters Score -1663582 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1663852.875000 Penalty: 4727.866699
	Iteration 10Q: 3 clusters Score -1663853 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1664128.000000 Penalty: 4727.866699
	Iteration 11Q: 3 clusters Score -1664128 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1664410.375000 Penalty: 4727.866699
	Iteration 12Q: 3 clusters Score -1664410 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1664680.375000 Penalty: 4727.866699
	Iteration 13Q: 3 clusters Score -1664680 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1664915.500000 Penalty: 4727.866699
	Iteration 14Q: 3 clusters Score -1664916 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1665110.500000 Penalty: 4727.866699
	Iteration 15Q: 3 clusters Score -1665110 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1665280.375000 Penalty: 4727.866699
	Iteration 16Q: 3 clusters Score -1665280 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1665442.125000 Penalty: 4727.866699
	Iteration 17Q: 3 clusters Score -1665442 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1665593.500000 Penalty: 4727.866699
	Iteration 18Q: 3 clusters Score -1665594 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1665704.875000 Penalty: 4727.866699
	Iteration 19Q: 3 clusters Score -1665705 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1665799.625000 Penalty: 4727.866699
	Iteration 20F: 3 clusters Score -1665800 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1665877.625000 Penalty: 4727.866699
	Iteration 21Q: 3 clusters Score -1665878 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1665946.125000 Penalty: 4727.866699
	Iteration 22Q: 3 clusters Score -1665946 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1666010.250000 Penalty: 4727.866699
	Iteration 23Q: 3 clusters Score -1666010 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1666074.250000 Penalty: 4727.866699
	Iteration 24Q: 3 clusters Score -1666074 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1666132.375000 Penalty: 4727.866699
	Iteration 25Q: 3 clusters Score -1666132 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1666175.375000 Penalty: 4727.866699
	Iteration 26Q: 3 clusters Score -1666175 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1666218.875000 Penalty: 4727.866699
	Iteration 27Q: 3 clusters Score -1666219 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1666253.625000 Penalty: 4727.866699
	Iteration 28Q: 3 clusters Score -1666254 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1666275.625000 Penalty: 4727.866699
	Iteration 29Q: 3 clusters Score -1666276 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1666296.375000 Penalty: 4727.866699
	Iteration 30Q: 3 clusters Score -1666296 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1666314.750000 Penalty: 4727.866699
	Iteration 31Q: 3 clusters Score -1666315 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1666337.125000 Penalty: 4727.866699
	Iteration 32Q: 3 clusters Score -1666337 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1666353.250000 Penalty: 4727.866699
	Iteration 33Q: 3 clusters Score -1666353 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1666359.125000 Penalty: 4727.866699
	Iteration 34Q: 3 clusters Score -1666359 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1666369.625000 Penalty: 4727.866699
	Iteration 35Q: 3 clusters Score -1666370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1666372.750000 Penalty: 4727.866699
	Iteration 36Q: 3 clusters Score -1666373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1666374.125000 Penalty: 4727.866699
	Iteration 37Q: 3 clusters Score -1666374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1666378.000000 Penalty: 4727.866699
	Iteration 38Q: 3 clusters Score -1666378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1666378.500000 Penalty: 4727.866699
	Iteration 39Q: 3 clusters Score -1666378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1666379.625000 Penalty: 4727.866699
	Iteration 40F: 3 clusters Score -1666380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Entering Unmasked Estep 
Score: -345487.718750 Penalty: 2008.764893
	Iteration 0F: 2 clusters Score -345487.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -342084.593750 Penalty: 4017.529785
	Iteration 0F: 3 clusters Score -342084.6 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -343098.250000 Penalty: 4017.529785
	Iteration 1F: 3 clusters Score -343098.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -343620.031250 Penalty: 4017.529785
	Iteration 2F: 3 clusters Score -343620 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -344064.156250 Penalty: 4017.529785
	Iteration 3F: 3 clusters Score -344064.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -344330.187500 Penalty: 4017.529785
	Iteration 4F: 3 clusters Score -344330.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -344501.906250 Penalty: 4017.529785
	Iteration 5Q: 3 clusters Score -344501.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -344656.062500 Penalty: 4017.529785
	Iteration 6Q: 3 clusters Score -344656.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -344818.937500 Penalty: 4017.529785
	Iteration 7Q: 3 clusters Score -344818.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -344920.156250 Penalty: 4017.529785
	Iteration 8Q: 3 clusters Score -344920.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -344998.500000 Penalty: 4017.529785
	Iteration 9Q: 3 clusters Score -344998.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -345048.031250 Penalty: 4017.529785
	Iteration 10Q: 3 clusters Score -345048 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -345075.343750 Penalty: 4017.529785
	Iteration 11Q: 3 clusters Score -345075.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -345089.125000 Penalty: 4017.529785
	Iteration 12Q: 3 clusters Score -345089.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -345099.500000 Penalty: 4017.529785
	Iteration 13Q: 3 clusters Score -345099.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -345107.812500 Penalty: 4017.529785
	Iteration 14Q: 3 clusters Score -345107.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -345117.718750 Penalty: 4017.529785
	Iteration 15Q: 3 clusters Score -345117.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -345126.625000 Penalty: 4017.529785
	Iteration 16Q: 3 clusters Score -345126.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -345134.312500 Penalty: 4017.529785
	Iteration 17Q: 3 clusters Score -345134.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -345140.906250 Penalty: 4017.529785
	Iteration 18Q: 3 clusters Score -345140.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -345145.000000 Penalty: 4017.529785
	Iteration 19Q: 3 clusters Score -345145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -345145.750000 Penalty: 4017.529785
	Iteration 20F: 3 clusters Score -345145.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -345145.875000 Penalty: 4017.529785
	Iteration 21Q: 3 clusters Score -345145.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -345145.875000 Penalty: 4017.529785
	Iteration 22F: 3 clusters Score -345145.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42447 members 
Entering Unmasked Estep 
Score: -5145009.500000 Penalty: 2642.690918
	Iteration 0F: 2 clusters Score -5145010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -5116352.500000 Penalty: 5285.381836
	Iteration 0F: 3 clusters Score -5116352 nChanged 19470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -5127001.500000 Penalty: 5285.381836
	Iteration 1F: 3 clusters Score -5127002 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -5127689.000000 Penalty: 5285.381836
	Iteration 2Q: 3 clusters Score -5127689 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -5128659.000000 Penalty: 5285.381836
	Iteration 3Q: 3 clusters Score -5128659 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -5130235.000000 Penalty: 5285.381836
	Iteration 4F: 3 clusters Score -5130235 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -5132711.000000 Penalty: 5285.381836
	Iteration 5F: 3 clusters Score -5132711 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29056 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -5135645.500000 Penalty: 5285.381836
	Iteration 6F: 3 clusters Score -5135646 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -5138447.000000 Penalty: 5285.381836
	Iteration 7F: 3 clusters Score -5138447 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33312 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -5140469.500000 Penalty: 5285.381836
	Iteration 8F: 3 clusters Score -5140470 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34797 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -5141688.000000 Penalty: 5285.381836
	Iteration 9Q: 3 clusters Score -5141688 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35909 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -5142517.500000 Penalty: 5285.381836
	Iteration 10Q: 3 clusters Score -5142518 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36758 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -5143065.000000 Penalty: 5285.381836
	Iteration 11Q: 3 clusters Score -5143065 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -5143432.500000 Penalty: 5285.381836
	Iteration 12Q: 3 clusters Score -5143432 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37803 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -5143652.500000 Penalty: 5285.381836
	Iteration 13Q: 3 clusters Score -5143652 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38124 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -5143783.000000 Penalty: 5285.381836
	Iteration 14Q: 3 clusters Score -5143783 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38406 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -5143900.500000 Penalty: 5285.381836
	Iteration 15Q: 3 clusters Score -5143900 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38638 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -5144024.500000 Penalty: 5285.381836
	Iteration 16Q: 3 clusters Score -5144024 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38849 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -5144112.000000 Penalty: 5285.381836
	Iteration 17Q: 3 clusters Score -5144112 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39004 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -5144155.500000 Penalty: 5285.381836
	Iteration 18Q: 3 clusters Score -5144156 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39137 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -5144209.000000 Penalty: 5285.381836
	Iteration 19Q: 3 clusters Score -5144209 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39245 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -5144253.500000 Penalty: 5285.381836
	Iteration 20F: 3 clusters Score -5144254 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -5144293.000000 Penalty: 5285.381836
	Iteration 21Q: 3 clusters Score -5144293 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -5144332.500000 Penalty: 5285.381836
	Iteration 22Q: 3 clusters Score -5144332 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39517 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -5144372.500000 Penalty: 5285.381836
	Iteration 23Q: 3 clusters Score -5144372 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39595 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -5144410.500000 Penalty: 5285.381836
	Iteration 24Q: 3 clusters Score -5144410 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39655 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -5144446.000000 Penalty: 5285.381836
	Iteration 25Q: 3 clusters Score -5144446 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39712 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -5144475.000000 Penalty: 5285.381836
	Iteration 26Q: 3 clusters Score -5144475 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39761 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -5144507.500000 Penalty: 5285.381836
	Iteration 27Q: 3 clusters Score -5144508 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39807 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -5144537.500000 Penalty: 5285.381836
	Iteration 28Q: 3 clusters Score -5144538 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39855 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -5144557.500000 Penalty: 5285.381836
	Iteration 29Q: 3 clusters Score -5144558 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39897 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -5144589.500000 Penalty: 5285.381836
	Iteration 30Q: 3 clusters Score -5144590 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39929 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -5144602.500000 Penalty: 5285.381836
	Iteration 31Q: 3 clusters Score -5144602 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39962 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -5144657.500000 Penalty: 5285.381836
	Iteration 32Q: 3 clusters Score -5144658 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39982 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -5144674.000000 Penalty: 5285.381836
	Iteration 33Q: 3 clusters Score -5144674 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40008 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -5144682.000000 Penalty: 5285.381836
	Iteration 34Q: 3 clusters Score -5144682 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40023 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -5144696.000000 Penalty: 5285.381836
	Iteration 35Q: 3 clusters Score -5144696 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40035 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -5144710.500000 Penalty: 5285.381836
	Iteration 36Q: 3 clusters Score -5144710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40042 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -5144722.000000 Penalty: 5285.381836
	Iteration 37Q: 3 clusters Score -5144722 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40050 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -5144726.000000 Penalty: 5285.381836
	Iteration 38Q: 3 clusters Score -5144726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40060 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -5144719.500000 Penalty: 5285.381836
	Iteration 39Q: 3 clusters Score -5144720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -5144725.500000 Penalty: 5285.381836
	Iteration 40F: 3 clusters Score -5144726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40076 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -5144732.500000 Penalty: 5285.381836
	Iteration 41Q: 3 clusters Score -5144732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40085 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -5144733.500000 Penalty: 5285.381836
	Iteration 42Q: 3 clusters Score -5144734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40089 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -5144732.500000 Penalty: 5285.381836
	Iteration 43Q: 3 clusters Score -5144732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40089 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -5144730.000000 Penalty: 5285.381836
	Iteration 44Q: 3 clusters Score -5144730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40094 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -5144727.500000 Penalty: 5285.381836
	Iteration 45Q: 3 clusters Score -5144728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40096 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -5144728.500000 Penalty: 5285.381836
	Iteration 46Q: 3 clusters Score -5144728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40098 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -5144727.000000 Penalty: 5285.381836
	Iteration 47Q: 3 clusters Score -5144727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40099 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -5144723.000000 Penalty: 5285.381836
	Iteration 48Q: 3 clusters Score -5144723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40100 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -5144721.000000 Penalty: 5285.381836
	Iteration 49Q: 3 clusters Score -5144721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40100 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -5144721.000000 Penalty: 5285.381836
	Iteration 50F: 3 clusters Score -5144721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -720333.187500 Penalty: 2154.318359
	Iteration 0F: 2 clusters Score -720333.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -715286.125000 Penalty: 4308.636719
	Iteration 0F: 3 clusters Score -715286.1 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -716912.562500 Penalty: 4308.636719
	Iteration 1F: 3 clusters Score -716912.6 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -717499.687500 Penalty: 4308.636719
	Iteration 2F: 3 clusters Score -717499.7 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -717990.250000 Penalty: 4308.636719
	Iteration 3F: 3 clusters Score -717990.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -718405.500000 Penalty: 4308.636719
	Iteration 4F: 3 clusters Score -718405.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -718760.250000 Penalty: 4308.636719
	Iteration 5F: 3 clusters Score -718760.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -719030.687500 Penalty: 4308.636719
	Iteration 6F: 3 clusters Score -719030.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -719203.750000 Penalty: 4308.636719
	Iteration 7Q: 3 clusters Score -719203.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -719333.500000 Penalty: 4308.636719
	Iteration 8Q: 3 clusters Score -719333.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -719427.312500 Penalty: 4308.636719
	Iteration 9Q: 3 clusters Score -719427.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -719490.437500 Penalty: 4308.636719
	Iteration 10Q: 3 clusters Score -719490.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -719548.750000 Penalty: 4308.636719
	Iteration 11Q: 3 clusters Score -719548.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -719602.187500 Penalty: 4308.636719
	Iteration 12Q: 3 clusters Score -719602.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -719645.500000 Penalty: 4308.636719
	Iteration 13Q: 3 clusters Score -719645.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -719667.750000 Penalty: 4308.636719
	Iteration 14Q: 3 clusters Score -719667.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -719680.187500 Penalty: 4308.636719
	Iteration 15Q: 3 clusters Score -719680.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -719688.625000 Penalty: 4308.636719
	Iteration 16Q: 3 clusters Score -719688.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -719694.937500 Penalty: 4308.636719
	Iteration 17Q: 3 clusters Score -719694.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -719698.875000 Penalty: 4308.636719
	Iteration 18Q: 3 clusters Score -719698.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -719701.687500 Penalty: 4308.636719
	Iteration 19Q: 3 clusters Score -719701.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -719705.375000 Penalty: 4308.636719
	Iteration 20F: 3 clusters Score -719705.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -719708.437500 Penalty: 4308.636719
	Iteration 21Q: 3 clusters Score -719708.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -719712.312500 Penalty: 4308.636719
	Iteration 22Q: 3 clusters Score -719712.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -719713.812500 Penalty: 4308.636719
	Iteration 23Q: 3 clusters Score -719713.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -719714.187500 Penalty: 4308.636719
	Iteration 24Q: 3 clusters Score -719714.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -719714.187500 Penalty: 4308.636719
	Iteration 25F: 3 clusters Score -719714.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Entering Unmasked Estep 
Score: -488953.250000 Penalty: 2086.574951
	Iteration 0F: 2 clusters Score -488953.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -484737.937500 Penalty: 4173.149902
	Iteration 0F: 3 clusters Score -484737.9 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -485873.343750 Penalty: 4173.149902
	Iteration 1F: 3 clusters Score -485873.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -486187.406250 Penalty: 4173.149902
	Iteration 2F: 3 clusters Score -486187.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -486483.625000 Penalty: 4173.149902
	Iteration 3F: 3 clusters Score -486483.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -486811.625000 Penalty: 4173.149902
	Iteration 4F: 3 clusters Score -486811.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -487168.718750 Penalty: 4173.149902
	Iteration 5F: 3 clusters Score -487168.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -487536.875000 Penalty: 4173.149902
	Iteration 6F: 3 clusters Score -487536.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -487777.687500 Penalty: 4173.149902
	Iteration 7F: 3 clusters Score -487777.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -487919.531250 Penalty: 4173.149902
	Iteration 8Q: 3 clusters Score -487919.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -488021.718750 Penalty: 4173.149902
	Iteration 9Q: 3 clusters Score -488021.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -488109.062500 Penalty: 4173.149902
	Iteration 10Q: 3 clusters Score -488109.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -488172.218750 Penalty: 4173.149902
	Iteration 11Q: 3 clusters Score -488172.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -488216.968750 Penalty: 4173.149902
	Iteration 12Q: 3 clusters Score -488217 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -488241.125000 Penalty: 4173.149902
	Iteration 13Q: 3 clusters Score -488241.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -488261.343750 Penalty: 4173.149902
	Iteration 14Q: 3 clusters Score -488261.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -488272.906250 Penalty: 4173.149902
	Iteration 15Q: 3 clusters Score -488272.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -488278.125000 Penalty: 4173.149902
	Iteration 16Q: 3 clusters Score -488278.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -488283.875000 Penalty: 4173.149902
	Iteration 17Q: 3 clusters Score -488283.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -488286.843750 Penalty: 4173.149902
	Iteration 18Q: 3 clusters Score -488286.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -488289.500000 Penalty: 4173.149902
	Iteration 19Q: 3 clusters Score -488289.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -488289.875000 Penalty: 4173.149902
	Iteration 20F: 3 clusters Score -488289.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -488291.562500 Penalty: 4173.149902
	Iteration 21Q: 3 clusters Score -488291.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -488292.062500 Penalty: 4173.149902
	Iteration 22Q: 3 clusters Score -488292.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -488294.781250 Penalty: 4173.149902
	Iteration 23Q: 3 clusters Score -488294.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -488295.000000 Penalty: 4173.149902
	Iteration 24Q: 3 clusters Score -488295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -488295.375000 Penalty: 4173.149902
	Iteration 25Q: 3 clusters Score -488295.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -488295.906250 Penalty: 4173.149902
	Iteration 26Q: 3 clusters Score -488295.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -488296.218750 Penalty: 4173.149902
	Iteration 27Q: 3 clusters Score -488296.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -488296.093750 Penalty: 4173.149902
	Iteration 28Q: 3 clusters Score -488296.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -488295.781250 Penalty: 4173.149902
	Iteration 29Q: 3 clusters Score -488295.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -488297.031250 Penalty: 4173.149902
	Iteration 30Q: 3 clusters Score -488297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -488297.031250 Penalty: 4173.149902
	Iteration 31F: 3 clusters Score -488297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (196161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196161 members 
Entering Unmasked Estep 
Score: -23438406.000000 Penalty: 3022.299316
	Iteration 0F: 2 clusters Score -2.343841e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98122 members 
Mstep: Class 2 contains 98039 members 
Entering Unmasked Estep 
Score: -23307872.000000 Penalty: 6044.598633
	Iteration 0F: 3 clusters Score -2.330787e+07 nChanged 93924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97490 members 
Mstep: Class 2 contains 98671 members 
Entering Unmasked Estep 
Score: -23362706.000000 Penalty: 6044.598633
	Iteration 1F: 3 clusters Score -2.336271e+07 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97024 members 
Mstep: Class 2 contains 99137 members 
Entering Unmasked Estep 
Score: -23363874.000000 Penalty: 6044.598633
	Iteration 2Q: 3 clusters Score -2.336387e+07 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96147 members 
Mstep: Class 2 contains 100014 members 
Entering Unmasked Estep 
Score: -23365116.000000 Penalty: 6044.598633
	Iteration 3Q: 3 clusters Score -2.336512e+07 nChanged 6498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94795 members 
Mstep: Class 2 contains 101366 members 
Entering Unmasked Estep 
Score: -23366928.000000 Penalty: 6044.598633
	Iteration 4Q: 3 clusters Score -2.336693e+07 nChanged 7524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92735 members 
Mstep: Class 2 contains 103426 members 
Entering Unmasked Estep 
Score: -23369484.000000 Penalty: 6044.598633
	Iteration 5Q: 3 clusters Score -2.336948e+07 nChanged 8629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89802 members 
Mstep: Class 2 contains 106359 members 
Entering Unmasked Estep 
Score: -23373292.000000 Penalty: 6044.598633
	Iteration 6Q: 3 clusters Score -2.337329e+07 nChanged 9919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85915 members 
Mstep: Class 2 contains 110246 members 
Entering Unmasked Estep 
Score: -23378606.000000 Penalty: 6044.598633
	Iteration 7F: 3 clusters Score -2.337861e+07 nChanged 10913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81432 members 
Mstep: Class 2 contains 114729 members 
Entering Unmasked Estep 
Score: -23385156.000000 Penalty: 6044.598633
	Iteration 8F: 3 clusters Score -2.338516e+07 nChanged 11363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76935 members 
Mstep: Class 2 contains 119226 members 
Entering Unmasked Estep 
Score: -23392726.000000 Penalty: 6044.598633
	Iteration 9F: 3 clusters Score -2.339273e+07 nChanged 10590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72843 members 
Mstep: Class 2 contains 123318 members 
Entering Unmasked Estep 
Score: -23399376.000000 Penalty: 6044.598633
	Iteration 10F: 3 clusters Score -2.339938e+07 nChanged 8510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69381 members 
Mstep: Class 2 contains 126780 members 
Entering Unmasked Estep 
Score: -23403516.000000 Penalty: 6044.598633
	Iteration 11Q: 3 clusters Score -2.340352e+07 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65981 members 
Mstep: Class 2 contains 130180 members 
Entering Unmasked Estep 
Score: -23405650.000000 Penalty: 6044.598633
	Iteration 12Q: 3 clusters Score -2.340565e+07 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62431 members 
Mstep: Class 2 contains 133730 members 
Entering Unmasked Estep 
Score: -23407406.000000 Penalty: 6044.598633
	Iteration 13Q: 3 clusters Score -2.340741e+07 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58589 members 
Mstep: Class 2 contains 137572 members 
Entering Unmasked Estep 
Score: -23408718.000000 Penalty: 6044.598633
	Iteration 14Q: 3 clusters Score -2.340872e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54567 members 
Mstep: Class 2 contains 141594 members 
Entering Unmasked Estep 
Score: -23410326.000000 Penalty: 6044.598633
	Iteration 15Q: 3 clusters Score -2.341033e+07 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50399 members 
Mstep: Class 2 contains 145762 members 
Entering Unmasked Estep 
Score: -23411800.000000 Penalty: 6044.598633
	Iteration 16Q: 3 clusters Score -2.34118e+07 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46232 members 
Mstep: Class 2 contains 149929 members 
Entering Unmasked Estep 
Score: -23413522.000000 Penalty: 6044.598633
	Iteration 17Q: 3 clusters Score -2.341352e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42001 members 
Mstep: Class 2 contains 154160 members 
Entering Unmasked Estep 
Score: -23415232.000000 Penalty: 6044.598633
	Iteration 18Q: 3 clusters Score -2.341523e+07 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37820 members 
Mstep: Class 2 contains 158341 members 
Entering Unmasked Estep 
Score: -23417172.000000 Penalty: 6044.598633
	Iteration 19Q: 3 clusters Score -2.341717e+07 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 162404 members 
Entering Unmasked Estep 
Score: -23418974.000000 Penalty: 6044.598633
	Iteration 20F: 3 clusters Score -2.341897e+07 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 166220 members 
Entering Unmasked Estep 
Score: -23420826.000000 Penalty: 6044.598633
	Iteration 21Q: 3 clusters Score -2.342083e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 169754 members 
Entering Unmasked Estep 
Score: -23422750.000000 Penalty: 6044.598633
	Iteration 22Q: 3 clusters Score -2.342275e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 172968 members 
Entering Unmasked Estep 
Score: -23424150.000000 Penalty: 6044.598633
	Iteration 23Q: 3 clusters Score -2.342415e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 175955 members 
Entering Unmasked Estep 
Score: -23425656.000000 Penalty: 6044.598633
	Iteration 24Q: 3 clusters Score -2.342566e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 178702 members 
Entering Unmasked Estep 
Score: -23427084.000000 Penalty: 6044.598633
	Iteration 25Q: 3 clusters Score -2.342708e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 181152 members 
Entering Unmasked Estep 
Score: -23428492.000000 Penalty: 6044.598633
	Iteration 26Q: 3 clusters Score -2.342849e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 183301 members 
Entering Unmasked Estep 
Score: -23429532.000000 Penalty: 6044.598633
	Iteration 27Q: 3 clusters Score -2.342953e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 185139 members 
Entering Unmasked Estep 
Score: -23430550.000000 Penalty: 6044.598633
	Iteration 28Q: 3 clusters Score -2.343055e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 186773 members 
Entering Unmasked Estep 
Score: -23431346.000000 Penalty: 6044.598633
	Iteration 29Q: 3 clusters Score -2.343135e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 188151 members 
Entering Unmasked Estep 
Score: -23432078.000000 Penalty: 6044.598633
	Iteration 30Q: 3 clusters Score -2.343208e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 189362 members 
Entering Unmasked Estep 
Score: -23432726.000000 Penalty: 6044.598633
	Iteration 31Q: 3 clusters Score -2.343273e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 190394 members 
Entering Unmasked Estep 
Score: -23433256.000000 Penalty: 6044.598633
	Iteration 32Q: 3 clusters Score -2.343326e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 191311 members 
Entering Unmasked Estep 
Score: -23433766.000000 Penalty: 6044.598633
	Iteration 33Q: 3 clusters Score -2.343377e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 192070 members 
Entering Unmasked Estep 
Score: -23434144.000000 Penalty: 6044.598633
	Iteration 34Q: 3 clusters Score -2.343414e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 192719 members 
Entering Unmasked Estep 
Score: -23434450.000000 Penalty: 6044.598633
	Iteration 35Q: 3 clusters Score -2.343445e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 193240 members 
Entering Unmasked Estep 
Score: -23434700.000000 Penalty: 6044.598633
	Iteration 36Q: 3 clusters Score -2.34347e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 193676 members 
Entering Unmasked Estep 
Score: -23434864.000000 Penalty: 6044.598633
	Iteration 37Q: 3 clusters Score -2.343486e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 194030 members 
Entering Unmasked Estep 
Score: -23434906.000000 Penalty: 6044.598633
	Iteration 38Q: 3 clusters Score -2.343491e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 194333 members 
Entering Unmasked Estep 
Score: -23435078.000000 Penalty: 6044.598633
	Iteration 39Q: 3 clusters Score -2.343508e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 194583 members 
Entering Unmasked Estep 
Score: -23435212.000000 Penalty: 6044.598633
	Iteration 40F: 3 clusters Score -2.343521e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 194786 members 
Entering Unmasked Estep 
Score: -23435330.000000 Penalty: 6044.598633
	Iteration 41Q: 3 clusters Score -2.343533e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 194936 members 
Entering Unmasked Estep 
Score: -23435422.000000 Penalty: 6044.598633
	Iteration 42Q: 3 clusters Score -2.343542e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 195058 members 
Entering Unmasked Estep 
Score: -23435532.000000 Penalty: 6044.598633
	Iteration 43Q: 3 clusters Score -2.343553e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 195142 members 
Entering Unmasked Estep 
Score: -23435586.000000 Penalty: 6044.598633
	Iteration 44Q: 3 clusters Score -2.343559e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 195190 members 
Entering Unmasked Estep 
Score: -23435610.000000 Penalty: 6044.598633
	Iteration 45Q: 3 clusters Score -2.343561e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 195229 members 
Entering Unmasked Estep 
Score: -23435644.000000 Penalty: 6044.598633
	Iteration 46Q: 3 clusters Score -2.343564e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 195263 members 
Entering Unmasked Estep 
Score: -23435652.000000 Penalty: 6044.598633
	Iteration 47Q: 3 clusters Score -2.343565e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 195291 members 
Entering Unmasked Estep 
Score: -23435694.000000 Penalty: 6044.598633
	Iteration 48Q: 3 clusters Score -2.343569e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 195320 members 
Entering Unmasked Estep 
Score: -23435698.000000 Penalty: 6044.598633
	Iteration 49Q: 3 clusters Score -2.34357e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 195346 members 
Entering Unmasked Estep 
Score: -23435746.000000 Penalty: 6044.598633
	Iteration 50Q: 3 clusters Score -2.343575e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 195364 members 
Entering Unmasked Estep 
Score: -23435760.000000 Penalty: 6044.598633
	Iteration 51Q: 3 clusters Score -2.343576e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 195384 members 
Entering Unmasked Estep 
Score: -23435780.000000 Penalty: 6044.598633
	Iteration 52Q: 3 clusters Score -2.343578e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 195401 members 
Entering Unmasked Estep 
Score: -23435788.000000 Penalty: 6044.598633
	Iteration 53Q: 3 clusters Score -2.343579e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 195415 members 
Entering Unmasked Estep 
Score: -23435798.000000 Penalty: 6044.598633
	Iteration 54Q: 3 clusters Score -2.34358e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 195430 members 
Entering Unmasked Estep 
Score: -23435812.000000 Penalty: 6044.598633
	Iteration 55Q: 3 clusters Score -2.343581e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 195434 members 
Entering Unmasked Estep 
Score: -23435812.000000 Penalty: 6044.598633
	Iteration 56Q: 3 clusters Score -2.343581e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 195439 members 
Entering Unmasked Estep 
Score: -23435804.000000 Penalty: 6044.598633
	Iteration 57Q: 3 clusters Score -2.34358e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 195451 members 
Entering Unmasked Estep 
Score: -23435810.000000 Penalty: 6044.598633
	Iteration 58Q: 3 clusters Score -2.343581e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 195459 members 
Entering Unmasked Estep 
Score: -23435818.000000 Penalty: 6044.598633
	Iteration 59Q: 3 clusters Score -2.343582e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 195463 members 
Entering Unmasked Estep 
Score: -23435792.000000 Penalty: 6044.598633
	Iteration 60F: 3 clusters Score -2.343579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 195468 members 
Entering Unmasked Estep 
Score: -23435808.000000 Penalty: 6044.598633
	Iteration 61Q: 3 clusters Score -2.343581e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 195472 members 
Entering Unmasked Estep 
Score: -23435818.000000 Penalty: 6044.598633
	Iteration 62Q: 3 clusters Score -2.343582e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 195478 members 
Entering Unmasked Estep 
Score: -23435820.000000 Penalty: 6044.598633
	Iteration 63Q: 3 clusters Score -2.343582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 195483 members 
Entering Unmasked Estep 
Score: -23435824.000000 Penalty: 6044.598633
	Iteration 64Q: 3 clusters Score -2.343582e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 195491 members 
Entering Unmasked Estep 
Score: -23435826.000000 Penalty: 6044.598633
	Iteration 65Q: 3 clusters Score -2.343583e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 195502 members 
Entering Unmasked Estep 
Score: -23435828.000000 Penalty: 6044.598633
	Iteration 66Q: 3 clusters Score -2.343583e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 195512 members 
Entering Unmasked Estep 
Score: -23435828.000000 Penalty: 6044.598633
	Iteration 67Q: 3 clusters Score -2.343583e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 195518 members 
Entering Unmasked Estep 
Score: -23435814.000000 Penalty: 6044.598633
	Iteration 68Q: 3 clusters Score -2.343581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 195520 members 
Entering Unmasked Estep 
Score: -23435822.000000 Penalty: 6044.598633
	Iteration 69Q: 3 clusters Score -2.343582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 195525 members 
Entering Unmasked Estep 
Score: -23435814.000000 Penalty: 6044.598633
	Iteration 70Q: 3 clusters Score -2.343581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 195527 members 
Entering Unmasked Estep 
Score: -23435818.000000 Penalty: 6044.598633
	Iteration 71Q: 3 clusters Score -2.343582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 195527 members 
Entering Unmasked Estep 
Score: -23435806.000000 Penalty: 6044.598633
	Iteration 72Q: 3 clusters Score -2.343581e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 195527 members 
Entering Unmasked Estep 
Score: -23435798.000000 Penalty: 6044.598633
	Iteration 73Q: 3 clusters Score -2.34358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 195529 members 
Entering Unmasked Estep 
Score: -23435806.000000 Penalty: 6044.598633
	Iteration 74Q: 3 clusters Score -2.343581e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 195529 members 
Entering Unmasked Estep 
Score: -23435806.000000 Penalty: 6044.598633
	Iteration 75F: 3 clusters Score -2.343581e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Entering Unmasked Estep 
Score: -84176.406250 Penalty: 1659.328857
	Iteration 0F: 2 clusters Score -84176.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -82409.679688 Penalty: 3318.657715
	Iteration 0F: 3 clusters Score -82409.68 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -82746.960938 Penalty: 3318.657715
	Iteration 1F: 3 clusters Score -82746.96 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -82888.445312 Penalty: 3318.657715
	Iteration 2F: 3 clusters Score -82888.45 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -83023.257812 Penalty: 3318.657715
	Iteration 3F: 3 clusters Score -83023.26 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -83179.078125 Penalty: 3318.657715
	Iteration 4F: 3 clusters Score -83179.08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -83337.429688 Penalty: 3318.657715
	Iteration 5Q: 3 clusters Score -83337.43 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -83443.625000 Penalty: 3318.657715
	Iteration 6Q: 3 clusters Score -83443.62 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -83556.710938 Penalty: 3318.657715
	Iteration 7Q: 3 clusters Score -83556.71 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -83716.351562 Penalty: 3318.657715
	Iteration 8Q: 3 clusters Score -83716.35 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -83818.570312 Penalty: 3318.657715
	Iteration 9Q: 3 clusters Score -83818.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -83854.875000 Penalty: 3318.657715
	Iteration 10Q: 3 clusters Score -83854.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -83885.695312 Penalty: 3318.657715
	Iteration 11Q: 3 clusters Score -83885.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -83909.093750 Penalty: 3318.657715
	Iteration 12Q: 3 clusters Score -83909.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -83935.281250 Penalty: 3318.657715
	Iteration 13Q: 3 clusters Score -83935.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -83966.312500 Penalty: 3318.657715
	Iteration 14Q: 3 clusters Score -83966.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -83985.664062 Penalty: 3318.657715
	Iteration 15Q: 3 clusters Score -83985.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -83997.507812 Penalty: 3318.657715
	Iteration 16Q: 3 clusters Score -83997.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -84005.031250 Penalty: 3318.657715
	Iteration 17Q: 3 clusters Score -84005.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -84012.976562 Penalty: 3318.657715
	Iteration 18Q: 3 clusters Score -84012.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -84016.046875 Penalty: 3318.657715
	Iteration 19Q: 3 clusters Score -84016.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -84026.070312 Penalty: 3318.657715
	Iteration 20F: 3 clusters Score -84026.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -84031.882812 Penalty: 3318.657715
	Iteration 21Q: 3 clusters Score -84031.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -84031.882812 Penalty: 3318.657715
	Iteration 22F: 3 clusters Score -84031.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (28483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Entering Unmasked Estep 
Score: -3471028.750000 Penalty: 2543.751709
	Iteration 0F: 2 clusters Score -3471029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -3451378.250000 Penalty: 5087.503418
	Iteration 0F: 3 clusters Score -3451378 nChanged 12841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -3458408.000000 Penalty: 5087.503418
	Iteration 1F: 3 clusters Score -3458408 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -3458860.500000 Penalty: 5087.503418
	Iteration 2Q: 3 clusters Score -3458860 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -3459342.000000 Penalty: 5087.503418
	Iteration 3Q: 3 clusters Score -3459342 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -3459812.000000 Penalty: 5087.503418
	Iteration 4Q: 3 clusters Score -3459812 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -3460289.500000 Penalty: 5087.503418
	Iteration 5Q: 3 clusters Score -3460290 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -3460884.250000 Penalty: 5087.503418
	Iteration 6Q: 3 clusters Score -3460884 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -3461596.750000 Penalty: 5087.503418
	Iteration 7Q: 3 clusters Score -3461597 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -3462518.500000 Penalty: 5087.503418
	Iteration 8F: 3 clusters Score -3462518 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -3463606.500000 Penalty: 5087.503418
	Iteration 9F: 3 clusters Score -3463606 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -3464746.000000 Penalty: 5087.503418
	Iteration 10F: 3 clusters Score -3464746 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -3465899.250000 Penalty: 5087.503418
	Iteration 11F: 3 clusters Score -3465899 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -3466834.750000 Penalty: 5087.503418
	Iteration 12Q: 3 clusters Score -3466835 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -3467562.000000 Penalty: 5087.503418
	Iteration 13Q: 3 clusters Score -3467562 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -3468121.500000 Penalty: 5087.503418
	Iteration 14Q: 3 clusters Score -3468122 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -3468593.000000 Penalty: 5087.503418
	Iteration 15Q: 3 clusters Score -3468593 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -3468952.500000 Penalty: 5087.503418
	Iteration 16Q: 3 clusters Score -3468952 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 25592 members 
Entering Unmasked Estep 
Score: -3469292.000000 Penalty: 5087.503418
	Iteration 17Q: 3 clusters Score -3469292 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -3469617.000000 Penalty: 5087.503418
	Iteration 18Q: 3 clusters Score -3469617 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -3469840.250000 Penalty: 5087.503418
	Iteration 19Q: 3 clusters Score -3469840 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -3469981.750000 Penalty: 5087.503418
	Iteration 20F: 3 clusters Score -3469982 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 26692 members 
Entering Unmasked Estep 
Score: -3470113.000000 Penalty: 5087.503418
	Iteration 21Q: 3 clusters Score -3470113 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -3470213.750000 Penalty: 5087.503418
	Iteration 22Q: 3 clusters Score -3470214 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -3470314.000000 Penalty: 5087.503418
	Iteration 23Q: 3 clusters Score -3470314 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -3470377.250000 Penalty: 5087.503418
	Iteration 24Q: 3 clusters Score -3470377 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -3470424.750000 Penalty: 5087.503418
	Iteration 25Q: 3 clusters Score -3470425 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -3470469.750000 Penalty: 5087.503418
	Iteration 26Q: 3 clusters Score -3470470 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -3470481.750000 Penalty: 5087.503418
	Iteration 27Q: 3 clusters Score -3470482 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -3470498.500000 Penalty: 5087.503418
	Iteration 28Q: 3 clusters Score -3470498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 27284 members 
Entering Unmasked Estep 
Score: -3470508.750000 Penalty: 5087.503418
	Iteration 29Q: 3 clusters Score -3470509 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 27301 members 
Entering Unmasked Estep 
Score: -3470515.750000 Penalty: 5087.503418
	Iteration 30Q: 3 clusters Score -3470516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -3470523.500000 Penalty: 5087.503418
	Iteration 31Q: 3 clusters Score -3470524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -3470530.000000 Penalty: 5087.503418
	Iteration 32Q: 3 clusters Score -3470530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -3470538.250000 Penalty: 5087.503418
	Iteration 33Q: 3 clusters Score -3470538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 27347 members 
Entering Unmasked Estep 
Score: -3470542.000000 Penalty: 5087.503418
	Iteration 34Q: 3 clusters Score -3470542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -3470545.500000 Penalty: 5087.503418
	Iteration 35Q: 3 clusters Score -3470546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 27372 members 
Entering Unmasked Estep 
Score: -3470555.000000 Penalty: 5087.503418
	Iteration 36Q: 3 clusters Score -3470555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -3470563.000000 Penalty: 5087.503418
	Iteration 37Q: 3 clusters Score -3470563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -3470563.750000 Penalty: 5087.503418
	Iteration 38Q: 3 clusters Score -3470564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -3470563.500000 Penalty: 5087.503418
	Iteration 39Q: 3 clusters Score -3470564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -3470564.750000 Penalty: 5087.503418
	Iteration 40F: 3 clusters Score -3470565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Entering Unmasked Estep 
Score: -2034389.500000 Penalty: 2416.938965
	Iteration 0F: 2 clusters Score -2034390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -2022234.750000 Penalty: 4833.877930
	Iteration 0F: 3 clusters Score -2022235 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -2026183.000000 Penalty: 4833.877930
	Iteration 1F: 3 clusters Score -2026183 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -2026642.250000 Penalty: 4833.877930
	Iteration 2F: 3 clusters Score -2026642 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -2027139.125000 Penalty: 4833.877930
	Iteration 3F: 3 clusters Score -2027139 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -2027736.125000 Penalty: 4833.877930
	Iteration 4F: 3 clusters Score -2027736 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -2028380.750000 Penalty: 4833.877930
	Iteration 5F: 3 clusters Score -2028381 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -2029118.625000 Penalty: 4833.877930
	Iteration 6F: 3 clusters Score -2029119 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -2029810.500000 Penalty: 4833.877930
	Iteration 7F: 3 clusters Score -2029810 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -2030392.000000 Penalty: 4833.877930
	Iteration 8F: 3 clusters Score -2030392 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -2030822.625000 Penalty: 4833.877930
	Iteration 9Q: 3 clusters Score -2030823 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -2031181.000000 Penalty: 4833.877930
	Iteration 10Q: 3 clusters Score -2031181 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -2031536.500000 Penalty: 4833.877930
	Iteration 11Q: 3 clusters Score -2031536 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -2031854.250000 Penalty: 4833.877930
	Iteration 12Q: 3 clusters Score -2031854 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -2032141.625000 Penalty: 4833.877930
	Iteration 13Q: 3 clusters Score -2032142 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -2032398.625000 Penalty: 4833.877930
	Iteration 14Q: 3 clusters Score -2032399 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -2032561.625000 Penalty: 4833.877930
	Iteration 15Q: 3 clusters Score -2032562 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -2032689.500000 Penalty: 4833.877930
	Iteration 16Q: 3 clusters Score -2032690 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -2032762.625000 Penalty: 4833.877930
	Iteration 17Q: 3 clusters Score -2032763 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -2032845.625000 Penalty: 4833.877930
	Iteration 18Q: 3 clusters Score -2032846 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -2032895.375000 Penalty: 4833.877930
	Iteration 19Q: 3 clusters Score -2032895 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -2032928.875000 Penalty: 4833.877930
	Iteration 20F: 3 clusters Score -2032929 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -2032951.500000 Penalty: 4833.877930
	Iteration 21Q: 3 clusters Score -2032952 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -2032967.250000 Penalty: 4833.877930
	Iteration 22Q: 3 clusters Score -2032967 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -2032979.625000 Penalty: 4833.877930
	Iteration 23Q: 3 clusters Score -2032980 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -2032987.625000 Penalty: 4833.877930
	Iteration 24Q: 3 clusters Score -2032988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -2032990.875000 Penalty: 4833.877930
	Iteration 25Q: 3 clusters Score -2032991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -2032994.500000 Penalty: 4833.877930
	Iteration 26Q: 3 clusters Score -2032994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -2032993.875000 Penalty: 4833.877930
	Iteration 27Q: 3 clusters Score -2032994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -2032995.000000 Penalty: 4833.877930
	Iteration 28Q: 3 clusters Score -2032995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -2032997.250000 Penalty: 4833.877930
	Iteration 29Q: 3 clusters Score -2032997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -2033005.375000 Penalty: 4833.877930
	Iteration 30Q: 3 clusters Score -2033005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -2033008.250000 Penalty: 4833.877930
	Iteration 31Q: 3 clusters Score -2033008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -2033006.625000 Penalty: 4833.877930
	Iteration 32Q: 3 clusters Score -2033007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -2033007.125000 Penalty: 4833.877930
	Iteration 33Q: 3 clusters Score -2033007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -2033011.875000 Penalty: 4833.877930
	Iteration 34Q: 3 clusters Score -2033012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -2033013.500000 Penalty: 4833.877930
	Iteration 35Q: 3 clusters Score -2033014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -2033012.250000 Penalty: 4833.877930
	Iteration 36Q: 3 clusters Score -2033012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -2033012.250000 Penalty: 4833.877930
	Iteration 37F: 3 clusters Score -2033012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Entering Unmasked Estep 
Score: -2022123.250000 Penalty: 2411.760010
	Iteration 0F: 2 clusters Score -2022123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -2010145.125000 Penalty: 4823.520020
	Iteration 0F: 3 clusters Score -2010145 nChanged 7254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -2014007.250000 Penalty: 4823.520020
	Iteration 1F: 3 clusters Score -2014007 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -2014343.750000 Penalty: 4823.520020
	Iteration 2F: 3 clusters Score -2014344 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -2014686.625000 Penalty: 4823.520020
	Iteration 3Q: 3 clusters Score -2014687 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -2014974.750000 Penalty: 4823.520020
	Iteration 4Q: 3 clusters Score -2014975 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -2015269.500000 Penalty: 4823.520020
	Iteration 5Q: 3 clusters Score -2015270 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -2015605.125000 Penalty: 4823.520020
	Iteration 6Q: 3 clusters Score -2015605 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -2016025.000000 Penalty: 4823.520020
	Iteration 7Q: 3 clusters Score -2016025 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -2016550.000000 Penalty: 4823.520020
	Iteration 8F: 3 clusters Score -2016550 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -2017214.750000 Penalty: 4823.520020
	Iteration 9F: 3 clusters Score -2017215 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -2017899.875000 Penalty: 4823.520020
	Iteration 10F: 3 clusters Score -2017900 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -2018466.375000 Penalty: 4823.520020
	Iteration 11Q: 3 clusters Score -2018466 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -2018911.500000 Penalty: 4823.520020
	Iteration 12Q: 3 clusters Score -2018912 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -2019237.000000 Penalty: 4823.520020
	Iteration 13Q: 3 clusters Score -2019237 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -2019463.125000 Penalty: 4823.520020
	Iteration 14Q: 3 clusters Score -2019463 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -2019612.875000 Penalty: 4823.520020
	Iteration 15Q: 3 clusters Score -2019613 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -2019720.125000 Penalty: 4823.520020
	Iteration 16Q: 3 clusters Score -2019720 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -2019802.250000 Penalty: 4823.520020
	Iteration 17Q: 3 clusters Score -2019802 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -2019867.750000 Penalty: 4823.520020
	Iteration 18Q: 3 clusters Score -2019868 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2019931.875000 Penalty: 4823.520020
	Iteration 19Q: 3 clusters Score -2019932 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -2019973.125000 Penalty: 4823.520020
	Iteration 20F: 3 clusters Score -2019973 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -2020001.875000 Penalty: 4823.520020
	Iteration 21Q: 3 clusters Score -2020002 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -2020042.000000 Penalty: 4823.520020
	Iteration 22Q: 3 clusters Score -2020042 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -2020074.750000 Penalty: 4823.520020
	Iteration 23Q: 3 clusters Score -2020075 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -2020089.500000 Penalty: 4823.520020
	Iteration 24Q: 3 clusters Score -2020090 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -2020105.375000 Penalty: 4823.520020
	Iteration 25Q: 3 clusters Score -2020105 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -2020117.500000 Penalty: 4823.520020
	Iteration 26Q: 3 clusters Score -2020118 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -2020132.125000 Penalty: 4823.520020
	Iteration 27Q: 3 clusters Score -2020132 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -2020141.000000 Penalty: 4823.520020
	Iteration 28Q: 3 clusters Score -2020141 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -2020146.125000 Penalty: 4823.520020
	Iteration 29Q: 3 clusters Score -2020146 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -2020156.625000 Penalty: 4823.520020
	Iteration 30Q: 3 clusters Score -2020157 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -2020159.375000 Penalty: 4823.520020
	Iteration 31Q: 3 clusters Score -2020159 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -2020159.500000 Penalty: 4823.520020
	Iteration 32Q: 3 clusters Score -2020160 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -2020167.875000 Penalty: 4823.520020
	Iteration 33Q: 3 clusters Score -2020168 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -2020176.500000 Penalty: 4823.520020
	Iteration 34Q: 3 clusters Score -2020176 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -2020181.625000 Penalty: 4823.520020
	Iteration 35Q: 3 clusters Score -2020182 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -2020185.500000 Penalty: 4823.520020
	Iteration 36Q: 3 clusters Score -2020186 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -2020194.875000 Penalty: 4823.520020
	Iteration 37Q: 3 clusters Score -2020195 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -2020197.250000 Penalty: 4823.520020
	Iteration 38Q: 3 clusters Score -2020197 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -2020198.875000 Penalty: 4823.520020
	Iteration 39Q: 3 clusters Score -2020199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -2020197.625000 Penalty: 4823.520020
	Iteration 40F: 3 clusters Score -2020198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -2020198.500000 Penalty: 4823.520020
	Iteration 41Q: 3 clusters Score -2020198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -2020197.250000 Penalty: 4823.520020
	Iteration 42Q: 3 clusters Score -2020197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -2020203.125000 Penalty: 4823.520020
	Iteration 43Q: 3 clusters Score -2020203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -2020202.375000 Penalty: 4823.520020
	Iteration 44Q: 3 clusters Score -2020202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -2020200.250000 Penalty: 4823.520020
	Iteration 45Q: 3 clusters Score -2020200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -2020205.500000 Penalty: 4823.520020
	Iteration 46Q: 3 clusters Score -2020206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -2020206.250000 Penalty: 4823.520020
	Iteration 47Q: 3 clusters Score -2020206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -2020205.125000 Penalty: 4823.520020
	Iteration 48Q: 3 clusters Score -2020205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -2020205.000000 Penalty: 4823.520020
	Iteration 49Q: 3 clusters Score -2020205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -2020205.000000 Penalty: 4823.520020
	Iteration 50F: 3 clusters Score -2020205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (56084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56084 members 
Entering Unmasked Estep 
Score: -6836254.000000 Penalty: 2711.782227
	Iteration 0F: 2 clusters Score -6836254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -6798514.500000 Penalty: 5423.564453
	Iteration 0F: 3 clusters Score -6798514 nChanged 26046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 29257 members 
Entering Unmasked Estep 
Score: -6813597.000000 Penalty: 5423.564453
	Iteration 1F: 3 clusters Score -6813597 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -6815151.000000 Penalty: 5423.564453
	Iteration 2F: 3 clusters Score -6815151 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 32041 members 
Entering Unmasked Estep 
Score: -6817371.000000 Penalty: 5423.564453
	Iteration 3F: 3 clusters Score -6817371 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 34180 members 
Entering Unmasked Estep 
Score: -6820140.500000 Penalty: 5423.564453
	Iteration 4F: 3 clusters Score -6820140 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 36432 members 
Entering Unmasked Estep 
Score: -6822754.000000 Penalty: 5423.564453
	Iteration 5F: 3 clusters Score -6822754 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 38680 members 
Entering Unmasked Estep 
Score: -6825186.000000 Penalty: 5423.564453
	Iteration 6F: 3 clusters Score -6825186 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 40786 members 
Entering Unmasked Estep 
Score: -6827084.000000 Penalty: 5423.564453
	Iteration 7F: 3 clusters Score -6827084 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 42624 members 
Entering Unmasked Estep 
Score: -6828843.000000 Penalty: 5423.564453
	Iteration 8Q: 3 clusters Score -6828843 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 44144 members 
Entering Unmasked Estep 
Score: -6830316.000000 Penalty: 5423.564453
	Iteration 9Q: 3 clusters Score -6830316 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 45299 members 
Entering Unmasked Estep 
Score: -6831391.500000 Penalty: 5423.564453
	Iteration 10Q: 3 clusters Score -6831392 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 46161 members 
Entering Unmasked Estep 
Score: -6832030.500000 Penalty: 5423.564453
	Iteration 11Q: 3 clusters Score -6832030 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 46854 members 
Entering Unmasked Estep 
Score: -6832399.000000 Penalty: 5423.564453
	Iteration 12Q: 3 clusters Score -6832399 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 47443 members 
Entering Unmasked Estep 
Score: -6832664.000000 Penalty: 5423.564453
	Iteration 13Q: 3 clusters Score -6832664 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 47937 members 
Entering Unmasked Estep 
Score: -6832800.500000 Penalty: 5423.564453
	Iteration 14Q: 3 clusters Score -6832800 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 48359 members 
Entering Unmasked Estep 
Score: -6832914.500000 Penalty: 5423.564453
	Iteration 15Q: 3 clusters Score -6832914 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 48722 members 
Entering Unmasked Estep 
Score: -6833001.000000 Penalty: 5423.564453
	Iteration 16Q: 3 clusters Score -6833001 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 49043 members 
Entering Unmasked Estep 
Score: -6833070.500000 Penalty: 5423.564453
	Iteration 17Q: 3 clusters Score -6833070 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 49349 members 
Entering Unmasked Estep 
Score: -6833144.000000 Penalty: 5423.564453
	Iteration 18Q: 3 clusters Score -6833144 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 49644 members 
Entering Unmasked Estep 
Score: -6833208.500000 Penalty: 5423.564453
	Iteration 19Q: 3 clusters Score -6833208 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 49922 members 
Entering Unmasked Estep 
Score: -6833283.500000 Penalty: 5423.564453
	Iteration 20F: 3 clusters Score -6833284 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 50203 members 
Entering Unmasked Estep 
Score: -6833380.000000 Penalty: 5423.564453
	Iteration 21Q: 3 clusters Score -6833380 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 50475 members 
Entering Unmasked Estep 
Score: -6833455.000000 Penalty: 5423.564453
	Iteration 22Q: 3 clusters Score -6833455 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 50770 members 
Entering Unmasked Estep 
Score: -6833515.000000 Penalty: 5423.564453
	Iteration 23Q: 3 clusters Score -6833515 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 51026 members 
Entering Unmasked Estep 
Score: -6833588.000000 Penalty: 5423.564453
	Iteration 24Q: 3 clusters Score -6833588 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 51250 members 
Entering Unmasked Estep 
Score: -6833645.000000 Penalty: 5423.564453
	Iteration 25Q: 3 clusters Score -6833645 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 51475 members 
Entering Unmasked Estep 
Score: -6833703.500000 Penalty: 5423.564453
	Iteration 26Q: 3 clusters Score -6833704 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 51695 members 
Entering Unmasked Estep 
Score: -6833758.000000 Penalty: 5423.564453
	Iteration 27Q: 3 clusters Score -6833758 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 51909 members 
Entering Unmasked Estep 
Score: -6833800.000000 Penalty: 5423.564453
	Iteration 28Q: 3 clusters Score -6833800 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 52123 members 
Entering Unmasked Estep 
Score: -6833859.500000 Penalty: 5423.564453
	Iteration 29Q: 3 clusters Score -6833860 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 52339 members 
Entering Unmasked Estep 
Score: -6833920.000000 Penalty: 5423.564453
	Iteration 30Q: 3 clusters Score -6833920 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 52542 members 
Entering Unmasked Estep 
Score: -6834013.000000 Penalty: 5423.564453
	Iteration 31Q: 3 clusters Score -6834013 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 52740 members 
Entering Unmasked Estep 
Score: -6834060.500000 Penalty: 5423.564453
	Iteration 32Q: 3 clusters Score -6834060 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 52912 members 
Entering Unmasked Estep 
Score: -6834108.500000 Penalty: 5423.564453
	Iteration 33Q: 3 clusters Score -6834108 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 53067 members 
Entering Unmasked Estep 
Score: -6834158.500000 Penalty: 5423.564453
	Iteration 34Q: 3 clusters Score -6834158 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 53226 members 
Entering Unmasked Estep 
Score: -6834226.500000 Penalty: 5423.564453
	Iteration 35Q: 3 clusters Score -6834226 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 53358 members 
Entering Unmasked Estep 
Score: -6834253.000000 Penalty: 5423.564453
	Iteration 36Q: 3 clusters Score -6834253 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 53459 members 
Entering Unmasked Estep 
Score: -6834278.500000 Penalty: 5423.564453
	Iteration 37Q: 3 clusters Score -6834278 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 53562 members 
Entering Unmasked Estep 
Score: -6834323.500000 Penalty: 5423.564453
	Iteration 38Q: 3 clusters Score -6834324 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 53641 members 
Entering Unmasked Estep 
Score: -6834344.500000 Penalty: 5423.564453
	Iteration 39Q: 3 clusters Score -6834344 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 53698 members 
Entering Unmasked Estep 
Score: -6834351.500000 Penalty: 5423.564453
	Iteration 40F: 3 clusters Score -6834352 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 53758 members 
Entering Unmasked Estep 
Score: -6834379.000000 Penalty: 5423.564453
	Iteration 41Q: 3 clusters Score -6834379 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 53818 members 
Entering Unmasked Estep 
Score: -6834373.000000 Penalty: 5423.564453
	Iteration 42Q: 3 clusters Score -6834373 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 53859 members 
Entering Unmasked Estep 
Score: -6834384.000000 Penalty: 5423.564453
	Iteration 43Q: 3 clusters Score -6834384 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 53897 members 
Entering Unmasked Estep 
Score: -6834400.000000 Penalty: 5423.564453
	Iteration 44Q: 3 clusters Score -6834400 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 53929 members 
Entering Unmasked Estep 
Score: -6834405.000000 Penalty: 5423.564453
	Iteration 45Q: 3 clusters Score -6834405 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 53963 members 
Entering Unmasked Estep 
Score: -6834405.000000 Penalty: 5423.564453
	Iteration 46Q: 3 clusters Score -6834405 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 53996 members 
Entering Unmasked Estep 
Score: -6834432.500000 Penalty: 5423.564453
	Iteration 47Q: 3 clusters Score -6834432 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 54036 members 
Entering Unmasked Estep 
Score: -6834433.000000 Penalty: 5423.564453
	Iteration 48Q: 3 clusters Score -6834433 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 54077 members 
Entering Unmasked Estep 
Score: -6834450.500000 Penalty: 5423.564453
	Iteration 49Q: 3 clusters Score -6834450 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 54101 members 
Entering Unmasked Estep 
Score: -6834470.000000 Penalty: 5423.564453
	Iteration 50Q: 3 clusters Score -6834470 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 54128 members 
Entering Unmasked Estep 
Score: -6834478.000000 Penalty: 5423.564453
	Iteration 51Q: 3 clusters Score -6834478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 54147 members 
Entering Unmasked Estep 
Score: -6834475.000000 Penalty: 5423.564453
	Iteration 52Q: 3 clusters Score -6834475 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 54164 members 
Entering Unmasked Estep 
Score: -6834472.000000 Penalty: 5423.564453
	Iteration 53Q: 3 clusters Score -6834472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 54184 members 
Entering Unmasked Estep 
Score: -6834480.000000 Penalty: 5423.564453
	Iteration 54Q: 3 clusters Score -6834480 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 54209 members 
Entering Unmasked Estep 
Score: -6834484.000000 Penalty: 5423.564453
	Iteration 55Q: 3 clusters Score -6834484 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 54232 members 
Entering Unmasked Estep 
Score: -6834485.500000 Penalty: 5423.564453
	Iteration 56Q: 3 clusters Score -6834486 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 54258 members 
Entering Unmasked Estep 
Score: -6834498.500000 Penalty: 5423.564453
	Iteration 57Q: 3 clusters Score -6834498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 54278 members 
Entering Unmasked Estep 
Score: -6834498.000000 Penalty: 5423.564453
	Iteration 58Q: 3 clusters Score -6834498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 54295 members 
Entering Unmasked Estep 
Score: -6834503.500000 Penalty: 5423.564453
	Iteration 59Q: 3 clusters Score -6834504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 54310 members 
Entering Unmasked Estep 
Score: -6834506.000000 Penalty: 5423.564453
	Iteration 60F: 3 clusters Score -6834506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 54322 members 
Entering Unmasked Estep 
Score: -6834503.500000 Penalty: 5423.564453
	Iteration 61Q: 3 clusters Score -6834504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 54333 members 
Entering Unmasked Estep 
Score: -6834511.500000 Penalty: 5423.564453
	Iteration 62Q: 3 clusters Score -6834512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 54339 members 
Entering Unmasked Estep 
Score: -6834506.000000 Penalty: 5423.564453
	Iteration 63Q: 3 clusters Score -6834506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 54347 members 
Entering Unmasked Estep 
Score: -6834516.000000 Penalty: 5423.564453
	Iteration 64Q: 3 clusters Score -6834516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 54355 members 
Entering Unmasked Estep 
Score: -6834520.000000 Penalty: 5423.564453
	Iteration 65Q: 3 clusters Score -6834520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 54366 members 
Entering Unmasked Estep 
Score: -6834519.500000 Penalty: 5423.564453
	Iteration 66Q: 3 clusters Score -6834520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 54374 members 
Entering Unmasked Estep 
Score: -6834523.000000 Penalty: 5423.564453
	Iteration 67Q: 3 clusters Score -6834523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 54382 members 
Entering Unmasked Estep 
Score: -6834532.000000 Penalty: 5423.564453
	Iteration 68Q: 3 clusters Score -6834532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 54391 members 
Entering Unmasked Estep 
Score: -6834536.500000 Penalty: 5423.564453
	Iteration 69Q: 3 clusters Score -6834536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 54396 members 
Entering Unmasked Estep 
Score: -6834532.500000 Penalty: 5423.564453
	Iteration 70Q: 3 clusters Score -6834532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 54401 members 
Entering Unmasked Estep 
Score: -6834537.000000 Penalty: 5423.564453
	Iteration 71Q: 3 clusters Score -6834537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 54407 members 
Entering Unmasked Estep 
Score: -6834543.000000 Penalty: 5423.564453
	Iteration 72Q: 3 clusters Score -6834543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 54413 members 
Entering Unmasked Estep 
Score: -6834544.500000 Penalty: 5423.564453
	Iteration 73Q: 3 clusters Score -6834544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 54420 members 
Entering Unmasked Estep 
Score: -6834548.000000 Penalty: 5423.564453
	Iteration 74Q: 3 clusters Score -6834548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 54425 members 
Entering Unmasked Estep 
Score: -6834559.000000 Penalty: 5423.564453
	Iteration 75Q: 3 clusters Score -6834559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 54426 members 
Entering Unmasked Estep 
Score: -6834554.500000 Penalty: 5423.564453
	Iteration 76Q: 3 clusters Score -6834554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 54429 members 
Entering Unmasked Estep 
Score: -6834560.500000 Penalty: 5423.564453
	Iteration 77Q: 3 clusters Score -6834560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 54432 members 
Entering Unmasked Estep 
Score: -6834565.000000 Penalty: 5423.564453
	Iteration 78Q: 3 clusters Score -6834565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 54436 members 
Entering Unmasked Estep 
Score: -6834568.000000 Penalty: 5423.564453
	Iteration 79Q: 3 clusters Score -6834568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 54440 members 
Entering Unmasked Estep 
Score: -6834571.000000 Penalty: 5423.564453
	Iteration 80F: 3 clusters Score -6834571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 54443 members 
Entering Unmasked Estep 
Score: -6834571.000000 Penalty: 5423.564453
	Iteration 81Q: 3 clusters Score -6834571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 54446 members 
Entering Unmasked Estep 
Score: -6834570.000000 Penalty: 5423.564453
	Iteration 82Q: 3 clusters Score -6834570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 54450 members 
Entering Unmasked Estep 
Score: -6834569.500000 Penalty: 5423.564453
	Iteration 83Q: 3 clusters Score -6834570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 54457 members 
Entering Unmasked Estep 
Score: -6834576.500000 Penalty: 5423.564453
	Iteration 84Q: 3 clusters Score -6834576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 54461 members 
Entering Unmasked Estep 
Score: -6834575.500000 Penalty: 5423.564453
	Iteration 85Q: 3 clusters Score -6834576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 54464 members 
Entering Unmasked Estep 
Score: -6834570.500000 Penalty: 5423.564453
	Iteration 86Q: 3 clusters Score -6834570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 54465 members 
Entering Unmasked Estep 
Score: -6834574.000000 Penalty: 5423.564453
	Iteration 87Q: 3 clusters Score -6834574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 54466 members 
Entering Unmasked Estep 
Score: -6834576.000000 Penalty: 5423.564453
	Iteration 88Q: 3 clusters Score -6834576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 54468 members 
Entering Unmasked Estep 
Score: -6834575.500000 Penalty: 5423.564453
	Iteration 89Q: 3 clusters Score -6834576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 54468 members 
Entering Unmasked Estep 
Score: -6834575.500000 Penalty: 5423.564453
	Iteration 90F: 3 clusters Score -6834576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (155805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155805 members 
Entering Unmasked Estep 
Score: -18997242.000000 Penalty: 2965.177490
	Iteration 0F: 2 clusters Score -1.899724e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77902 members 
Mstep: Class 2 contains 77903 members 
Entering Unmasked Estep 
Score: -18892776.000000 Penalty: 5930.354980
	Iteration 0F: 3 clusters Score -1.889278e+07 nChanged 74609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76297 members 
Mstep: Class 2 contains 79508 members 
Entering Unmasked Estep 
Score: -18937078.000000 Penalty: 5930.354980
	Iteration 1F: 3 clusters Score -1.893708e+07 nChanged 5746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75091 members 
Mstep: Class 2 contains 80714 members 
Entering Unmasked Estep 
Score: -18938642.000000 Penalty: 5930.354980
	Iteration 2Q: 3 clusters Score -1.893864e+07 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73158 members 
Mstep: Class 2 contains 82647 members 
Entering Unmasked Estep 
Score: -18940774.000000 Penalty: 5930.354980
	Iteration 3Q: 3 clusters Score -1.894077e+07 nChanged 7171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70361 members 
Mstep: Class 2 contains 85444 members 
Entering Unmasked Estep 
Score: -18943404.000000 Penalty: 5930.354980
	Iteration 4Q: 3 clusters Score -1.89434e+07 nChanged 7627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66568 members 
Mstep: Class 2 contains 89237 members 
Entering Unmasked Estep 
Score: -18946498.000000 Penalty: 5930.354980
	Iteration 5Q: 3 clusters Score -1.89465e+07 nChanged 8115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61887 members 
Mstep: Class 2 contains 93918 members 
Entering Unmasked Estep 
Score: -18949780.000000 Penalty: 5930.354980
	Iteration 6F: 3 clusters Score -1.894978e+07 nChanged 8167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56260 members 
Mstep: Class 2 contains 99545 members 
Entering Unmasked Estep 
Score: -18953610.000000 Penalty: 5930.354980
	Iteration 7F: 3 clusters Score -1.895361e+07 nChanged 8117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49607 members 
Mstep: Class 2 contains 106198 members 
Entering Unmasked Estep 
Score: -18957588.000000 Penalty: 5930.354980
	Iteration 8F: 3 clusters Score -1.895759e+07 nChanged 8162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42095 members 
Mstep: Class 2 contains 113710 members 
Entering Unmasked Estep 
Score: -18961934.000000 Penalty: 5930.354980
	Iteration 9F: 3 clusters Score -1.896193e+07 nChanged 8446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 121928 members 
Entering Unmasked Estep 
Score: -18967042.000000 Penalty: 5930.354980
	Iteration 10F: 3 clusters Score -1.896704e+07 nChanged 8513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 130399 members 
Entering Unmasked Estep 
Score: -18973106.000000 Penalty: 5930.354980
	Iteration 11F: 3 clusters Score -1.897311e+07 nChanged 8273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 138666 members 
Entering Unmasked Estep 
Score: -18979772.000000 Penalty: 5930.354980
	Iteration 12F: 3 clusters Score -1.897977e+07 nChanged 7041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 145707 members 
Entering Unmasked Estep 
Score: -18985860.000000 Penalty: 5930.354980
	Iteration 13Q: 3 clusters Score -1.898586e+07 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 150629 members 
Entering Unmasked Estep 
Score: -18990316.000000 Penalty: 5930.354980
	Iteration 14Q: 3 clusters Score -1.899032e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 153415 members 
Entering Unmasked Estep 
Score: -18992784.000000 Penalty: 5930.354980
	Iteration 15Q: 3 clusters Score -1.899278e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 154660 members 
Entering Unmasked Estep 
Score: -18993860.000000 Penalty: 5930.354980
	Iteration 16Q: 3 clusters Score -1.899386e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 155155 members 
Entering Unmasked Estep 
Score: -18994254.000000 Penalty: 5930.354980
	Iteration 17Q: 3 clusters Score -1.899425e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 155313 members 
Entering Unmasked Estep 
Score: -18994464.000000 Penalty: 5930.354980
	Iteration 18Q: 3 clusters Score -1.899446e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 155370 members 
Entering Unmasked Estep 
Score: -18994558.000000 Penalty: 5930.354980
	Iteration 19Q: 3 clusters Score -1.899456e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 155395 members 
Entering Unmasked Estep 
Score: -18994594.000000 Penalty: 5930.354980
	Iteration 20F: 3 clusters Score -1.899459e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 155417 members 
Entering Unmasked Estep 
Score: -18994618.000000 Penalty: 5930.354980
	Iteration 21Q: 3 clusters Score -1.899462e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 155427 members 
Entering Unmasked Estep 
Score: -18994642.000000 Penalty: 5930.354980
	Iteration 22Q: 3 clusters Score -1.899464e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 155430 members 
Entering Unmasked Estep 
Score: -18994672.000000 Penalty: 5930.354980
	Iteration 23Q: 3 clusters Score -1.899467e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 155434 members 
Entering Unmasked Estep 
Score: -18994660.000000 Penalty: 5930.354980
	Iteration 24Q: 3 clusters Score -1.899466e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 155437 members 
Entering Unmasked Estep 
Score: -18994672.000000 Penalty: 5930.354980
	Iteration 25Q: 3 clusters Score -1.899467e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 155437 members 
Entering Unmasked Estep 
Score: -18994670.000000 Penalty: 5930.354980
	Iteration 26Q: 3 clusters Score -1.899467e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 155438 members 
Entering Unmasked Estep 
Score: -18994672.000000 Penalty: 5930.354980
	Iteration 27Q: 3 clusters Score -1.899467e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 155438 members 
Entering Unmasked Estep 
Score: -18994672.000000 Penalty: 5930.354980
	Iteration 28F: 3 clusters Score -1.899467e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Entering Unmasked Estep 
Score: -3603419.000000 Penalty: 2556.446533
	Iteration 0F: 2 clusters Score -3603419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -3582859.250000 Penalty: 5112.893066
	Iteration 0F: 3 clusters Score -3582859 nChanged 13508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -3590504.000000 Penalty: 5112.893066
	Iteration 1F: 3 clusters Score -3590504 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -3591315.250000 Penalty: 5112.893066
	Iteration 2F: 3 clusters Score -3591315 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -3592399.250000 Penalty: 5112.893066
	Iteration 3F: 3 clusters Score -3592399 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -3593907.250000 Penalty: 5112.893066
	Iteration 4F: 3 clusters Score -3593907 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -3595803.000000 Penalty: 5112.893066
	Iteration 5F: 3 clusters Score -3595803 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -3597936.750000 Penalty: 5112.893066
	Iteration 6F: 3 clusters Score -3597937 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -3599962.500000 Penalty: 5112.893066
	Iteration 7F: 3 clusters Score -3599962 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -3601272.500000 Penalty: 5112.893066
	Iteration 8Q: 3 clusters Score -3601272 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -3601766.500000 Penalty: 5112.893066
	Iteration 9Q: 3 clusters Score -3601766 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -3601936.250000 Penalty: 5112.893066
	Iteration 10Q: 3 clusters Score -3601936 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -3602016.500000 Penalty: 5112.893066
	Iteration 11Q: 3 clusters Score -3602016 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -3602058.750000 Penalty: 5112.893066
	Iteration 12Q: 3 clusters Score -3602059 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -3602101.500000 Penalty: 5112.893066
	Iteration 13Q: 3 clusters Score -3602102 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -3602116.500000 Penalty: 5112.893066
	Iteration 14Q: 3 clusters Score -3602116 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -3602133.750000 Penalty: 5112.893066
	Iteration 15Q: 3 clusters Score -3602134 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -3602142.750000 Penalty: 5112.893066
	Iteration 16Q: 3 clusters Score -3602143 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -3602144.000000 Penalty: 5112.893066
	Iteration 17Q: 3 clusters Score -3602144 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -3602163.500000 Penalty: 5112.893066
	Iteration 18Q: 3 clusters Score -3602164 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -3602168.250000 Penalty: 5112.893066
	Iteration 19Q: 3 clusters Score -3602168 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -3602173.250000 Penalty: 5112.893066
	Iteration 20F: 3 clusters Score -3602173 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -3602179.000000 Penalty: 5112.893066
	Iteration 21Q: 3 clusters Score -3602179 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -3602182.500000 Penalty: 5112.893066
	Iteration 22Q: 3 clusters Score -3602182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -3602186.500000 Penalty: 5112.893066
	Iteration 23Q: 3 clusters Score -3602186 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -3602186.250000 Penalty: 5112.893066
	Iteration 24Q: 3 clusters Score -3602186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -3602189.500000 Penalty: 5112.893066
	Iteration 25Q: 3 clusters Score -3602190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -3602190.000000 Penalty: 5112.893066
	Iteration 26Q: 3 clusters Score -3602190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -3602193.500000 Penalty: 5112.893066
	Iteration 27Q: 3 clusters Score -3602194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -3602191.000000 Penalty: 5112.893066
	Iteration 28Q: 3 clusters Score -3602191 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -3602192.500000 Penalty: 5112.893066
	Iteration 29Q: 3 clusters Score -3602192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -3602193.000000 Penalty: 5112.893066
	Iteration 30Q: 3 clusters Score -3602193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -3602198.250000 Penalty: 5112.893066
	Iteration 31Q: 3 clusters Score -3602198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -3602196.000000 Penalty: 5112.893066
	Iteration 32Q: 3 clusters Score -3602196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -3602194.000000 Penalty: 5112.893066
	Iteration 33Q: 3 clusters Score -3602194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -3602193.250000 Penalty: 5112.893066
	Iteration 34Q: 3 clusters Score -3602193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -3602193.250000 Penalty: 5112.893066
	Iteration 35Q: 3 clusters Score -3602193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -3602192.000000 Penalty: 5112.893066
	Iteration 36Q: 3 clusters Score -3602192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -3602195.000000 Penalty: 5112.893066
	Iteration 37Q: 3 clusters Score -3602195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -3602195.000000 Penalty: 5112.893066
	Iteration 38F: 3 clusters Score -3602195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Entering Unmasked Estep 
Score: -1394728.375000 Penalty: 2320.351807
	Iteration 0F: 2 clusters Score -1394728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1386032.750000 Penalty: 4640.703613
	Iteration 0F: 3 clusters Score -1386033 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1388775.000000 Penalty: 4640.703613
	Iteration 1F: 3 clusters Score -1388775 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1389192.375000 Penalty: 4640.703613
	Iteration 2F: 3 clusters Score -1389192 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1389559.500000 Penalty: 4640.703613
	Iteration 3F: 3 clusters Score -1389560 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1389919.750000 Penalty: 4640.703613
	Iteration 4F: 3 clusters Score -1389920 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1390309.000000 Penalty: 4640.703613
	Iteration 5F: 3 clusters Score -1390309 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1390733.625000 Penalty: 4640.703613
	Iteration 6F: 3 clusters Score -1390734 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1391172.750000 Penalty: 4640.703613
	Iteration 7Q: 3 clusters Score -1391173 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1391578.750000 Penalty: 4640.703613
	Iteration 8Q: 3 clusters Score -1391579 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1391886.000000 Penalty: 4640.703613
	Iteration 9Q: 3 clusters Score -1391886 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1392135.000000 Penalty: 4640.703613
	Iteration 10Q: 3 clusters Score -1392135 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1392299.250000 Penalty: 4640.703613
	Iteration 11Q: 3 clusters Score -1392299 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1392409.125000 Penalty: 4640.703613
	Iteration 12Q: 3 clusters Score -1392409 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1392516.250000 Penalty: 4640.703613
	Iteration 13Q: 3 clusters Score -1392516 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1392613.250000 Penalty: 4640.703613
	Iteration 14Q: 3 clusters Score -1392613 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1392666.875000 Penalty: 4640.703613
	Iteration 15Q: 3 clusters Score -1392667 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1392715.250000 Penalty: 4640.703613
	Iteration 16Q: 3 clusters Score -1392715 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1392752.500000 Penalty: 4640.703613
	Iteration 17Q: 3 clusters Score -1392752 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1392779.250000 Penalty: 4640.703613
	Iteration 18Q: 3 clusters Score -1392779 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1392797.375000 Penalty: 4640.703613
	Iteration 19Q: 3 clusters Score -1392797 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1392809.875000 Penalty: 4640.703613
	Iteration 20F: 3 clusters Score -1392810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1392822.000000 Penalty: 4640.703613
	Iteration 21Q: 3 clusters Score -1392822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1392831.125000 Penalty: 4640.703613
	Iteration 22Q: 3 clusters Score -1392831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1392837.875000 Penalty: 4640.703613
	Iteration 23Q: 3 clusters Score -1392838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1392846.875000 Penalty: 4640.703613
	Iteration 24Q: 3 clusters Score -1392847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1392853.000000 Penalty: 4640.703613
	Iteration 25Q: 3 clusters Score -1392853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1392859.875000 Penalty: 4640.703613
	Iteration 26Q: 3 clusters Score -1392860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1392864.375000 Penalty: 4640.703613
	Iteration 27Q: 3 clusters Score -1392864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1392868.500000 Penalty: 4640.703613
	Iteration 28Q: 3 clusters Score -1392868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1392879.875000 Penalty: 4640.703613
	Iteration 29Q: 3 clusters Score -1392880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1392881.250000 Penalty: 4640.703613
	Iteration 30Q: 3 clusters Score -1392881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1392886.875000 Penalty: 4640.703613
	Iteration 31Q: 3 clusters Score -1392887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1392888.625000 Penalty: 4640.703613
	Iteration 32Q: 3 clusters Score -1392889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1392888.500000 Penalty: 4640.703613
	Iteration 33Q: 3 clusters Score -1392888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1392893.875000 Penalty: 4640.703613
	Iteration 34Q: 3 clusters Score -1392894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1392896.500000 Penalty: 4640.703613
	Iteration 35Q: 3 clusters Score -1392896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1392896.500000 Penalty: 4640.703613
	Iteration 36F: 3 clusters Score -1392896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Entering Unmasked Estep 
Score: -1162635.250000 Penalty: 2286.189697
	Iteration 0F: 2 clusters Score -1162635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1154918.875000 Penalty: 4572.379395
	Iteration 0F: 3 clusters Score -1154919 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1157193.375000 Penalty: 4572.379395
	Iteration 1F: 3 clusters Score -1157193 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1157581.375000 Penalty: 4572.379395
	Iteration 2F: 3 clusters Score -1157581 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1157884.000000 Penalty: 4572.379395
	Iteration 3F: 3 clusters Score -1157884 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1158122.250000 Penalty: 4572.379395
	Iteration 4Q: 3 clusters Score -1158122 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1158331.500000 Penalty: 4572.379395
	Iteration 5Q: 3 clusters Score -1158332 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1158516.500000 Penalty: 4572.379395
	Iteration 6Q: 3 clusters Score -1158516 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1158679.875000 Penalty: 4572.379395
	Iteration 7Q: 3 clusters Score -1158680 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1158864.250000 Penalty: 4572.379395
	Iteration 8Q: 3 clusters Score -1158864 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1159059.500000 Penalty: 4572.379395
	Iteration 9Q: 3 clusters Score -1159060 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1159243.500000 Penalty: 4572.379395
	Iteration 10Q: 3 clusters Score -1159244 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1159431.375000 Penalty: 4572.379395
	Iteration 11Q: 3 clusters Score -1159431 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1159617.375000 Penalty: 4572.379395
	Iteration 12Q: 3 clusters Score -1159617 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1159768.250000 Penalty: 4572.379395
	Iteration 13Q: 3 clusters Score -1159768 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1159906.125000 Penalty: 4572.379395
	Iteration 14Q: 3 clusters Score -1159906 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1160011.875000 Penalty: 4572.379395
	Iteration 15Q: 3 clusters Score -1160012 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1160104.625000 Penalty: 4572.379395
	Iteration 16Q: 3 clusters Score -1160105 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1160173.500000 Penalty: 4572.379395
	Iteration 17Q: 3 clusters Score -1160174 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1160256.500000 Penalty: 4572.379395
	Iteration 18Q: 3 clusters Score -1160256 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1160331.500000 Penalty: 4572.379395
	Iteration 19Q: 3 clusters Score -1160332 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1160397.000000 Penalty: 4572.379395
	Iteration 20F: 3 clusters Score -1160397 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1160474.000000 Penalty: 4572.379395
	Iteration 21Q: 3 clusters Score -1160474 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1160540.000000 Penalty: 4572.379395
	Iteration 22Q: 3 clusters Score -1160540 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1160596.000000 Penalty: 4572.379395
	Iteration 23Q: 3 clusters Score -1160596 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1160646.750000 Penalty: 4572.379395
	Iteration 24Q: 3 clusters Score -1160647 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1160688.000000 Penalty: 4572.379395
	Iteration 25Q: 3 clusters Score -1160688 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1160743.875000 Penalty: 4572.379395
	Iteration 26Q: 3 clusters Score -1160744 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1160806.750000 Penalty: 4572.379395
	Iteration 27Q: 3 clusters Score -1160807 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1160846.875000 Penalty: 4572.379395
	Iteration 28Q: 3 clusters Score -1160847 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1160872.125000 Penalty: 4572.379395
	Iteration 29Q: 3 clusters Score -1160872 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1160891.000000 Penalty: 4572.379395
	Iteration 30Q: 3 clusters Score -1160891 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1160898.500000 Penalty: 4572.379395
	Iteration 31Q: 3 clusters Score -1160898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1160905.875000 Penalty: 4572.379395
	Iteration 32Q: 3 clusters Score -1160906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1160912.000000 Penalty: 4572.379395
	Iteration 33Q: 3 clusters Score -1160912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1160913.625000 Penalty: 4572.379395
	Iteration 34Q: 3 clusters Score -1160914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1160918.750000 Penalty: 4572.379395
	Iteration 35Q: 3 clusters Score -1160919 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1160922.375000 Penalty: 4572.379395
	Iteration 36Q: 3 clusters Score -1160922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1160922.500000 Penalty: 4572.379395
	Iteration 37Q: 3 clusters Score -1160922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1160925.250000 Penalty: 4572.379395
	Iteration 38Q: 3 clusters Score -1160925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1160927.875000 Penalty: 4572.379395
	Iteration 39Q: 3 clusters Score -1160928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1160926.500000 Penalty: 4572.379395
	Iteration 40F: 3 clusters Score -1160926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1160927.250000 Penalty: 4572.379395
	Iteration 41Q: 3 clusters Score -1160927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1160927.875000 Penalty: 4572.379395
	Iteration 42Q: 3 clusters Score -1160928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1160928.125000 Penalty: 4572.379395
	Iteration 43Q: 3 clusters Score -1160928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1160928.125000 Penalty: 4572.379395
	Iteration 44F: 3 clusters Score -1160928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Entering Unmasked Estep 
Score: -1027297.000000 Penalty: 2259.299316
	Iteration 0F: 2 clusters Score -1027297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1020276.500000 Penalty: 4518.598633
	Iteration 0F: 3 clusters Score -1020276 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1022320.750000 Penalty: 4518.598633
	Iteration 1F: 3 clusters Score -1022321 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1022636.750000 Penalty: 4518.598633
	Iteration 2F: 3 clusters Score -1022637 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1022845.125000 Penalty: 4518.598633
	Iteration 3Q: 3 clusters Score -1022845 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1023022.687500 Penalty: 4518.598633
	Iteration 4Q: 3 clusters Score -1023023 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1023217.875000 Penalty: 4518.598633
	Iteration 5Q: 3 clusters Score -1023218 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1023468.937500 Penalty: 4518.598633
	Iteration 6Q: 3 clusters Score -1023469 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1023858.625000 Penalty: 4518.598633
	Iteration 7Q: 3 clusters Score -1023859 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1024377.750000 Penalty: 4518.598633
	Iteration 8F: 3 clusters Score -1024378 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1024964.000000 Penalty: 4518.598633
	Iteration 9F: 3 clusters Score -1024964 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1025472.125000 Penalty: 4518.598633
	Iteration 10F: 3 clusters Score -1025472 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1025803.500000 Penalty: 4518.598633
	Iteration 11F: 3 clusters Score -1025804 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1026055.125000 Penalty: 4518.598633
	Iteration 12Q: 3 clusters Score -1026055 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1026272.250000 Penalty: 4518.598633
	Iteration 13Q: 3 clusters Score -1026272 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1026459.625000 Penalty: 4518.598633
	Iteration 14Q: 3 clusters Score -1026460 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1026630.250000 Penalty: 4518.598633
	Iteration 15Q: 3 clusters Score -1026630 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1026763.625000 Penalty: 4518.598633
	Iteration 16Q: 3 clusters Score -1026764 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1026875.750000 Penalty: 4518.598633
	Iteration 17Q: 3 clusters Score -1026876 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1026943.062500 Penalty: 4518.598633
	Iteration 18Q: 3 clusters Score -1026943 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1026990.937500 Penalty: 4518.598633
	Iteration 19Q: 3 clusters Score -1026991 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1027029.437500 Penalty: 4518.598633
	Iteration 20F: 3 clusters Score -1027029 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1027048.937500 Penalty: 4518.598633
	Iteration 21Q: 3 clusters Score -1027049 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1027063.875000 Penalty: 4518.598633
	Iteration 22Q: 3 clusters Score -1027064 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1027077.687500 Penalty: 4518.598633
	Iteration 23Q: 3 clusters Score -1027078 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1027078.187500 Penalty: 4518.598633
	Iteration 24Q: 3 clusters Score -1027078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1027081.000000 Penalty: 4518.598633
	Iteration 25Q: 3 clusters Score -1027081 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1027086.312500 Penalty: 4518.598633
	Iteration 26Q: 3 clusters Score -1027086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1027086.500000 Penalty: 4518.598633
	Iteration 27Q: 3 clusters Score -1027086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1027087.625000 Penalty: 4518.598633
	Iteration 28Q: 3 clusters Score -1027088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1027087.250000 Penalty: 4518.598633
	Iteration 29Q: 3 clusters Score -1027087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1027090.437500 Penalty: 4518.598633
	Iteration 30Q: 3 clusters Score -1027090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1027089.500000 Penalty: 4518.598633
	Iteration 31Q: 3 clusters Score -1027090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1027090.500000 Penalty: 4518.598633
	Iteration 32Q: 3 clusters Score -1027090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1027091.562500 Penalty: 4518.598633
	Iteration 33Q: 3 clusters Score -1027092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1027091.562500 Penalty: 4518.598633
	Iteration 34F: 3 clusters Score -1027092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Entering Unmasked Estep 
Score: -1679677.125000 Penalty: 2381.491455
	Iteration 0F: 2 clusters Score -1679677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1668961.375000 Penalty: 4762.982910
	Iteration 0F: 3 clusters Score -1668961 nChanged 6353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1672410.125000 Penalty: 4762.982910
	Iteration 1F: 3 clusters Score -1672410 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1672944.750000 Penalty: 4762.982910
	Iteration 2F: 3 clusters Score -1672945 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1673563.000000 Penalty: 4762.982910
	Iteration 3F: 3 clusters Score -1673563 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1674432.625000 Penalty: 4762.982910
	Iteration 4F: 3 clusters Score -1674433 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1675520.500000 Penalty: 4762.982910
	Iteration 5F: 3 clusters Score -1675520 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1676696.375000 Penalty: 4762.982910
	Iteration 6F: 3 clusters Score -1676696 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1677622.625000 Penalty: 4762.982910
	Iteration 7F: 3 clusters Score -1677623 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1678165.875000 Penalty: 4762.982910
	Iteration 8F: 3 clusters Score -1678166 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1678418.625000 Penalty: 4762.982910
	Iteration 9Q: 3 clusters Score -1678419 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1678548.250000 Penalty: 4762.982910
	Iteration 10Q: 3 clusters Score -1678548 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1678613.750000 Penalty: 4762.982910
	Iteration 11Q: 3 clusters Score -1678614 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1678662.500000 Penalty: 4762.982910
	Iteration 12Q: 3 clusters Score -1678662 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1678696.000000 Penalty: 4762.982910
	Iteration 13Q: 3 clusters Score -1678696 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1678720.625000 Penalty: 4762.982910
	Iteration 14Q: 3 clusters Score -1678721 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1678740.250000 Penalty: 4762.982910
	Iteration 15Q: 3 clusters Score -1678740 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1678758.250000 Penalty: 4762.982910
	Iteration 16Q: 3 clusters Score -1678758 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1678774.500000 Penalty: 4762.982910
	Iteration 17Q: 3 clusters Score -1678774 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1678790.375000 Penalty: 4762.982910
	Iteration 18Q: 3 clusters Score -1678790 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1678803.750000 Penalty: 4762.982910
	Iteration 19Q: 3 clusters Score -1678804 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1678817.625000 Penalty: 4762.982910
	Iteration 20F: 3 clusters Score -1678818 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1678839.000000 Penalty: 4762.982910
	Iteration 21Q: 3 clusters Score -1678839 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1678850.125000 Penalty: 4762.982910
	Iteration 22Q: 3 clusters Score -1678850 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1678860.875000 Penalty: 4762.982910
	Iteration 23Q: 3 clusters Score -1678861 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1678875.750000 Penalty: 4762.982910
	Iteration 24Q: 3 clusters Score -1678876 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1678886.875000 Penalty: 4762.982910
	Iteration 25Q: 3 clusters Score -1678887 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1678896.000000 Penalty: 4762.982910
	Iteration 26Q: 3 clusters Score -1678896 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1678900.750000 Penalty: 4762.982910
	Iteration 27Q: 3 clusters Score -1678901 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1678904.875000 Penalty: 4762.982910
	Iteration 28Q: 3 clusters Score -1678905 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1678910.375000 Penalty: 4762.982910
	Iteration 29Q: 3 clusters Score -1678910 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1678919.125000 Penalty: 4762.982910
	Iteration 30Q: 3 clusters Score -1678919 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1678920.875000 Penalty: 4762.982910
	Iteration 31Q: 3 clusters Score -1678921 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1678934.875000 Penalty: 4762.982910
	Iteration 32Q: 3 clusters Score -1678935 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1678940.000000 Penalty: 4762.982910
	Iteration 33Q: 3 clusters Score -1678940 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1678952.250000 Penalty: 4762.982910
	Iteration 34Q: 3 clusters Score -1678952 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1678955.500000 Penalty: 4762.982910
	Iteration 35Q: 3 clusters Score -1678956 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1678963.000000 Penalty: 4762.982910
	Iteration 36Q: 3 clusters Score -1678963 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1678977.750000 Penalty: 4762.982910
	Iteration 37Q: 3 clusters Score -1678978 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1678995.375000 Penalty: 4762.982910
	Iteration 38Q: 3 clusters Score -1678995 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1679017.125000 Penalty: 4762.982910
	Iteration 39Q: 3 clusters Score -1679017 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1679034.750000 Penalty: 4762.982910
	Iteration 40F: 3 clusters Score -1679035 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1679063.250000 Penalty: 4762.982910
	Iteration 41Q: 3 clusters Score -1679063 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1679079.875000 Penalty: 4762.982910
	Iteration 42Q: 3 clusters Score -1679080 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1679098.000000 Penalty: 4762.982910
	Iteration 43Q: 3 clusters Score -1679098 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1679104.250000 Penalty: 4762.982910
	Iteration 44Q: 3 clusters Score -1679104 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1679116.500000 Penalty: 4762.982910
	Iteration 45Q: 3 clusters Score -1679116 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1679120.125000 Penalty: 4762.982910
	Iteration 46Q: 3 clusters Score -1679120 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1679119.500000 Penalty: 4762.982910
	Iteration 47Q: 3 clusters Score -1679120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1679125.625000 Penalty: 4762.982910
	Iteration 48Q: 3 clusters Score -1679126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1679122.750000 Penalty: 4762.982910
	Iteration 49Q: 3 clusters Score -1679123 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1679127.625000 Penalty: 4762.982910
	Iteration 50Q: 3 clusters Score -1679128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1679128.750000 Penalty: 4762.982910
	Iteration 51Q: 3 clusters Score -1679129 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1679135.250000 Penalty: 4762.982910
	Iteration 52Q: 3 clusters Score -1679135 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1679135.875000 Penalty: 4762.982910
	Iteration 53Q: 3 clusters Score -1679136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1679140.375000 Penalty: 4762.982910
	Iteration 54Q: 3 clusters Score -1679140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1679144.250000 Penalty: 4762.982910
	Iteration 55Q: 3 clusters Score -1679144 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1679148.250000 Penalty: 4762.982910
	Iteration 56Q: 3 clusters Score -1679148 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1679152.375000 Penalty: 4762.982910
	Iteration 57Q: 3 clusters Score -1679152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1679156.250000 Penalty: 4762.982910
	Iteration 58Q: 3 clusters Score -1679156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1679158.125000 Penalty: 4762.982910
	Iteration 59Q: 3 clusters Score -1679158 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1679163.250000 Penalty: 4762.982910
	Iteration 60F: 3 clusters Score -1679163 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1679161.125000 Penalty: 4762.982910
	Iteration 61Q: 3 clusters Score -1679161 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1679167.125000 Penalty: 4762.982910
	Iteration 62Q: 3 clusters Score -1679167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1679166.125000 Penalty: 4762.982910
	Iteration 63Q: 3 clusters Score -1679166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1679172.375000 Penalty: 4762.982910
	Iteration 64Q: 3 clusters Score -1679172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1679168.500000 Penalty: 4762.982910
	Iteration 65Q: 3 clusters Score -1679168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1679172.875000 Penalty: 4762.982910
	Iteration 66Q: 3 clusters Score -1679173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1679172.250000 Penalty: 4762.982910
	Iteration 67Q: 3 clusters Score -1679172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1679174.375000 Penalty: 4762.982910
	Iteration 68Q: 3 clusters Score -1679174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1679178.500000 Penalty: 4762.982910
	Iteration 69Q: 3 clusters Score -1679178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1679174.875000 Penalty: 4762.982910
	Iteration 70Q: 3 clusters Score -1679175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1679174.250000 Penalty: 4762.982910
	Iteration 71Q: 3 clusters Score -1679174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1679173.750000 Penalty: 4762.982910
	Iteration 72Q: 3 clusters Score -1679174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1679174.875000 Penalty: 4762.982910
	Iteration 73Q: 3 clusters Score -1679175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1679174.875000 Penalty: 4762.982910
	Iteration 74F: 3 clusters Score -1679175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Entering Unmasked Estep 
Score: -1489124.000000 Penalty: 2335.281982
	Iteration 0F: 2 clusters Score -1489124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1479981.375000 Penalty: 4670.563965
	Iteration 0F: 3 clusters Score -1479981 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1482699.500000 Penalty: 4670.563965
	Iteration 1F: 3 clusters Score -1482700 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1483000.625000 Penalty: 4670.563965
	Iteration 2F: 3 clusters Score -1483001 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1483229.000000 Penalty: 4670.563965
	Iteration 3Q: 3 clusters Score -1483229 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1483398.125000 Penalty: 4670.563965
	Iteration 4Q: 3 clusters Score -1483398 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1483532.375000 Penalty: 4670.563965
	Iteration 5Q: 3 clusters Score -1483532 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1483625.125000 Penalty: 4670.563965
	Iteration 6Q: 3 clusters Score -1483625 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1483707.125000 Penalty: 4670.563965
	Iteration 7Q: 3 clusters Score -1483707 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1483775.625000 Penalty: 4670.563965
	Iteration 8Q: 3 clusters Score -1483776 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1483827.375000 Penalty: 4670.563965
	Iteration 9Q: 3 clusters Score -1483827 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1483867.250000 Penalty: 4670.563965
	Iteration 10Q: 3 clusters Score -1483867 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1483913.750000 Penalty: 4670.563965
	Iteration 11Q: 3 clusters Score -1483914 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1483951.000000 Penalty: 4670.563965
	Iteration 12Q: 3 clusters Score -1483951 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1483992.250000 Penalty: 4670.563965
	Iteration 13Q: 3 clusters Score -1483992 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1484032.875000 Penalty: 4670.563965
	Iteration 14Q: 3 clusters Score -1484033 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1484076.625000 Penalty: 4670.563965
	Iteration 15Q: 3 clusters Score -1484077 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1484120.125000 Penalty: 4670.563965
	Iteration 16Q: 3 clusters Score -1484120 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1484167.500000 Penalty: 4670.563965
	Iteration 17Q: 3 clusters Score -1484168 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1484223.000000 Penalty: 4670.563965
	Iteration 18Q: 3 clusters Score -1484223 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1484275.500000 Penalty: 4670.563965
	Iteration 19Q: 3 clusters Score -1484276 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1484352.625000 Penalty: 4670.563965
	Iteration 20F: 3 clusters Score -1484353 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1484448.125000 Penalty: 4670.563965
	Iteration 21Q: 3 clusters Score -1484448 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1484575.250000 Penalty: 4670.563965
	Iteration 22Q: 3 clusters Score -1484575 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1484742.750000 Penalty: 4670.563965
	Iteration 23Q: 3 clusters Score -1484743 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1484975.000000 Penalty: 4670.563965
	Iteration 24Q: 3 clusters Score -1484975 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1485279.875000 Penalty: 4670.563965
	Iteration 25Q: 3 clusters Score -1485280 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1485653.000000 Penalty: 4670.563965
	Iteration 26Q: 3 clusters Score -1485653 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1486055.500000 Penalty: 4670.563965
	Iteration 27Q: 3 clusters Score -1486056 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1486421.000000 Penalty: 4670.563965
	Iteration 28Q: 3 clusters Score -1486421 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1486697.250000 Penalty: 4670.563965
	Iteration 29Q: 3 clusters Score -1486697 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1486945.125000 Penalty: 4670.563965
	Iteration 30Q: 3 clusters Score -1486945 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1487089.250000 Penalty: 4670.563965
	Iteration 31Q: 3 clusters Score -1487089 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1487165.625000 Penalty: 4670.563965
	Iteration 32Q: 3 clusters Score -1487166 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1487203.625000 Penalty: 4670.563965
	Iteration 33Q: 3 clusters Score -1487204 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -1487227.375000 Penalty: 4670.563965
	Iteration 34Q: 3 clusters Score -1487227 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1487239.125000 Penalty: 4670.563965
	Iteration 35Q: 3 clusters Score -1487239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1487246.500000 Penalty: 4670.563965
	Iteration 36Q: 3 clusters Score -1487246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1487253.125000 Penalty: 4670.563965
	Iteration 37Q: 3 clusters Score -1487253 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1487267.750000 Penalty: 4670.563965
	Iteration 38Q: 3 clusters Score -1487268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -1487278.000000 Penalty: 4670.563965
	Iteration 39Q: 3 clusters Score -1487278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1487291.250000 Penalty: 4670.563965
	Iteration 40F: 3 clusters Score -1487291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1487303.000000 Penalty: 4670.563965
	Iteration 41Q: 3 clusters Score -1487303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1487315.875000 Penalty: 4670.563965
	Iteration 42Q: 3 clusters Score -1487316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1487322.000000 Penalty: 4670.563965
	Iteration 43Q: 3 clusters Score -1487322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1487326.125000 Penalty: 4670.563965
	Iteration 44Q: 3 clusters Score -1487326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1487327.500000 Penalty: 4670.563965
	Iteration 45Q: 3 clusters Score -1487328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1487327.500000 Penalty: 4670.563965
	Iteration 46F: 3 clusters Score -1487328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (171299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171299 members 
Entering Unmasked Estep 
Score: -20926516.000000 Penalty: 2988.688965
	Iteration 0F: 2 clusters Score -2.092652e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85445 members 
Mstep: Class 2 contains 85854 members 
Entering Unmasked Estep 
Score: -20811624.000000 Penalty: 5977.377930
	Iteration 0F: 3 clusters Score -2.081162e+07 nChanged 82141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80458 members 
Mstep: Class 2 contains 90841 members 
Entering Unmasked Estep 
Score: -20859762.000000 Penalty: 5977.377930
	Iteration 1F: 3 clusters Score -2.085976e+07 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77068 members 
Mstep: Class 2 contains 94231 members 
Entering Unmasked Estep 
Score: -20861558.000000 Penalty: 5977.377930
	Iteration 2Q: 3 clusters Score -2.086156e+07 nChanged 7640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71730 members 
Mstep: Class 2 contains 99569 members 
Entering Unmasked Estep 
Score: -20864598.000000 Penalty: 5977.377930
	Iteration 3Q: 3 clusters Score -2.08646e+07 nChanged 9863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63819 members 
Mstep: Class 2 contains 107480 members 
Entering Unmasked Estep 
Score: -20869696.000000 Penalty: 5977.377930
	Iteration 4F: 3 clusters Score -2.08697e+07 nChanged 12124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53381 members 
Mstep: Class 2 contains 117918 members 
Entering Unmasked Estep 
Score: -20877700.000000 Penalty: 5977.377930
	Iteration 5F: 3 clusters Score -2.08777e+07 nChanged 13436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41247 members 
Mstep: Class 2 contains 130052 members 
Entering Unmasked Estep 
Score: -20888492.000000 Penalty: 5977.377930
	Iteration 6F: 3 clusters Score -2.088849e+07 nChanged 12535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29636 members 
Mstep: Class 2 contains 141663 members 
Entering Unmasked Estep 
Score: -20899560.000000 Penalty: 5977.377930
	Iteration 7F: 3 clusters Score -2.089956e+07 nChanged 9399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 150392 members 
Entering Unmasked Estep 
Score: -20908990.000000 Penalty: 5977.377930
	Iteration 8F: 3 clusters Score -2.090899e+07 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 155198 members 
Entering Unmasked Estep 
Score: -20915552.000000 Penalty: 5977.377930
	Iteration 9Q: 3 clusters Score -2.091555e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 157138 members 
Entering Unmasked Estep 
Score: -20919010.000000 Penalty: 5977.377930
	Iteration 10Q: 3 clusters Score -2.091901e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 158054 members 
Entering Unmasked Estep 
Score: -20920612.000000 Penalty: 5977.377930
	Iteration 11Q: 3 clusters Score -2.092061e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 158774 members 
Entering Unmasked Estep 
Score: -20921480.000000 Penalty: 5977.377930
	Iteration 12Q: 3 clusters Score -2.092148e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 159385 members 
Entering Unmasked Estep 
Score: -20922030.000000 Penalty: 5977.377930
	Iteration 13Q: 3 clusters Score -2.092203e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 159932 members 
Entering Unmasked Estep 
Score: -20922422.000000 Penalty: 5977.377930
	Iteration 14Q: 3 clusters Score -2.092242e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 160421 members 
Entering Unmasked Estep 
Score: -20922810.000000 Penalty: 5977.377930
	Iteration 15Q: 3 clusters Score -2.092281e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 160816 members 
Entering Unmasked Estep 
Score: -20923006.000000 Penalty: 5977.377930
	Iteration 16Q: 3 clusters Score -2.092301e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 161157 members 
Entering Unmasked Estep 
Score: -20923146.000000 Penalty: 5977.377930
	Iteration 17Q: 3 clusters Score -2.092315e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 161449 members 
Entering Unmasked Estep 
Score: -20923240.000000 Penalty: 5977.377930
	Iteration 18Q: 3 clusters Score -2.092324e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 161735 members 
Entering Unmasked Estep 
Score: -20923326.000000 Penalty: 5977.377930
	Iteration 19Q: 3 clusters Score -2.092333e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 161992 members 
Entering Unmasked Estep 
Score: -20923338.000000 Penalty: 5977.377930
	Iteration 20F: 3 clusters Score -2.092334e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 162216 members 
Entering Unmasked Estep 
Score: -20923410.000000 Penalty: 5977.377930
	Iteration 21Q: 3 clusters Score -2.092341e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 162421 members 
Entering Unmasked Estep 
Score: -20923450.000000 Penalty: 5977.377930
	Iteration 22Q: 3 clusters Score -2.092345e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 162621 members 
Entering Unmasked Estep 
Score: -20923490.000000 Penalty: 5977.377930
	Iteration 23Q: 3 clusters Score -2.092349e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 162796 members 
Entering Unmasked Estep 
Score: -20923526.000000 Penalty: 5977.377930
	Iteration 24Q: 3 clusters Score -2.092353e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 162955 members 
Entering Unmasked Estep 
Score: -20923528.000000 Penalty: 5977.377930
	Iteration 25Q: 3 clusters Score -2.092353e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 163112 members 
Entering Unmasked Estep 
Score: -20923584.000000 Penalty: 5977.377930
	Iteration 26Q: 3 clusters Score -2.092358e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 163252 members 
Entering Unmasked Estep 
Score: -20923622.000000 Penalty: 5977.377930
	Iteration 27Q: 3 clusters Score -2.092362e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 163376 members 
Entering Unmasked Estep 
Score: -20923618.000000 Penalty: 5977.377930
	Iteration 28Q: 3 clusters Score -2.092362e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 163501 members 
Entering Unmasked Estep 
Score: -20923666.000000 Penalty: 5977.377930
	Iteration 29Q: 3 clusters Score -2.092367e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 163625 members 
Entering Unmasked Estep 
Score: -20923714.000000 Penalty: 5977.377930
	Iteration 30Q: 3 clusters Score -2.092371e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 163734 members 
Entering Unmasked Estep 
Score: -20923732.000000 Penalty: 5977.377930
	Iteration 31Q: 3 clusters Score -2.092373e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 163821 members 
Entering Unmasked Estep 
Score: -20923768.000000 Penalty: 5977.377930
	Iteration 32Q: 3 clusters Score -2.092377e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 163898 members 
Entering Unmasked Estep 
Score: -20923744.000000 Penalty: 5977.377930
	Iteration 33Q: 3 clusters Score -2.092374e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 163962 members 
Entering Unmasked Estep 
Score: -20923766.000000 Penalty: 5977.377930
	Iteration 34Q: 3 clusters Score -2.092377e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 164035 members 
Entering Unmasked Estep 
Score: -20923778.000000 Penalty: 5977.377930
	Iteration 35Q: 3 clusters Score -2.092378e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 164111 members 
Entering Unmasked Estep 
Score: -20923804.000000 Penalty: 5977.377930
	Iteration 36Q: 3 clusters Score -2.09238e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 164172 members 
Entering Unmasked Estep 
Score: -20923830.000000 Penalty: 5977.377930
	Iteration 37Q: 3 clusters Score -2.092383e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 164236 members 
Entering Unmasked Estep 
Score: -20923800.000000 Penalty: 5977.377930
	Iteration 38Q: 3 clusters Score -2.09238e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 164302 members 
Entering Unmasked Estep 
Score: -20923790.000000 Penalty: 5977.377930
	Iteration 39Q: 3 clusters Score -2.092379e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 164367 members 
Entering Unmasked Estep 
Score: -20923810.000000 Penalty: 5977.377930
	Iteration 40F: 3 clusters Score -2.092381e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 164428 members 
Entering Unmasked Estep 
Score: -20923804.000000 Penalty: 5977.377930
	Iteration 41Q: 3 clusters Score -2.09238e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 164494 members 
Entering Unmasked Estep 
Score: -20923802.000000 Penalty: 5977.377930
	Iteration 42Q: 3 clusters Score -2.09238e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 164554 members 
Entering Unmasked Estep 
Score: -20923782.000000 Penalty: 5977.377930
	Iteration 43Q: 3 clusters Score -2.092378e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 164615 members 
Entering Unmasked Estep 
Score: -20923794.000000 Penalty: 5977.377930
	Iteration 44Q: 3 clusters Score -2.092379e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 164661 members 
Entering Unmasked Estep 
Score: -20923780.000000 Penalty: 5977.377930
	Iteration 45Q: 3 clusters Score -2.092378e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 164698 members 
Entering Unmasked Estep 
Score: -20923780.000000 Penalty: 5977.377930
	Iteration 46Q: 3 clusters Score -2.092378e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 164733 members 
Entering Unmasked Estep 
Score: -20923792.000000 Penalty: 5977.377930
	Iteration 47Q: 3 clusters Score -2.092379e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 164775 members 
Entering Unmasked Estep 
Score: -20923794.000000 Penalty: 5977.377930
	Iteration 48Q: 3 clusters Score -2.092379e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 164813 members 
Entering Unmasked Estep 
Score: -20923800.000000 Penalty: 5977.377930
	Iteration 49Q: 3 clusters Score -2.09238e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 164838 members 
Entering Unmasked Estep 
Score: -20923790.000000 Penalty: 5977.377930
	Iteration 50Q: 3 clusters Score -2.092379e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 164861 members 
Entering Unmasked Estep 
Score: -20923808.000000 Penalty: 5977.377930
	Iteration 51Q: 3 clusters Score -2.092381e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 164887 members 
Entering Unmasked Estep 
Score: -20923814.000000 Penalty: 5977.377930
	Iteration 52Q: 3 clusters Score -2.092381e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 164912 members 
Entering Unmasked Estep 
Score: -20923808.000000 Penalty: 5977.377930
	Iteration 53Q: 3 clusters Score -2.092381e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 164934 members 
Entering Unmasked Estep 
Score: -20923810.000000 Penalty: 5977.377930
	Iteration 54Q: 3 clusters Score -2.092381e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 164950 members 
Entering Unmasked Estep 
Score: -20923820.000000 Penalty: 5977.377930
	Iteration 55Q: 3 clusters Score -2.092382e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 164974 members 
Entering Unmasked Estep 
Score: -20923808.000000 Penalty: 5977.377930
	Iteration 56Q: 3 clusters Score -2.092381e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 164999 members 
Entering Unmasked Estep 
Score: -20923802.000000 Penalty: 5977.377930
	Iteration 57Q: 3 clusters Score -2.09238e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 165018 members 
Entering Unmasked Estep 
Score: -20923796.000000 Penalty: 5977.377930
	Iteration 58Q: 3 clusters Score -2.09238e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 165037 members 
Entering Unmasked Estep 
Score: -20923788.000000 Penalty: 5977.377930
	Iteration 59Q: 3 clusters Score -2.092379e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 165067 members 
Entering Unmasked Estep 
Score: -20923796.000000 Penalty: 5977.377930
	Iteration 60F: 3 clusters Score -2.09238e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 165091 members 
Entering Unmasked Estep 
Score: -20923810.000000 Penalty: 5977.377930
	Iteration 61Q: 3 clusters Score -2.092381e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 165120 members 
Entering Unmasked Estep 
Score: -20923800.000000 Penalty: 5977.377930
	Iteration 62Q: 3 clusters Score -2.09238e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 165146 members 
Entering Unmasked Estep 
Score: -20923808.000000 Penalty: 5977.377930
	Iteration 63Q: 3 clusters Score -2.092381e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 165174 members 
Entering Unmasked Estep 
Score: -20923802.000000 Penalty: 5977.377930
	Iteration 64Q: 3 clusters Score -2.09238e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 165207 members 
Entering Unmasked Estep 
Score: -20923810.000000 Penalty: 5977.377930
	Iteration 65Q: 3 clusters Score -2.092381e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 165238 members 
Entering Unmasked Estep 
Score: -20923808.000000 Penalty: 5977.377930
	Iteration 66Q: 3 clusters Score -2.092381e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 165271 members 
Entering Unmasked Estep 
Score: -20923826.000000 Penalty: 5977.377930
	Iteration 67Q: 3 clusters Score -2.092383e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 165299 members 
Entering Unmasked Estep 
Score: -20923830.000000 Penalty: 5977.377930
	Iteration 68Q: 3 clusters Score -2.092383e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 165322 members 
Entering Unmasked Estep 
Score: -20923820.000000 Penalty: 5977.377930
	Iteration 69Q: 3 clusters Score -2.092382e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 165342 members 
Entering Unmasked Estep 
Score: -20923834.000000 Penalty: 5977.377930
	Iteration 70Q: 3 clusters Score -2.092383e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 165363 members 
Entering Unmasked Estep 
Score: -20923816.000000 Penalty: 5977.377930
	Iteration 71Q: 3 clusters Score -2.092382e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 165387 members 
Entering Unmasked Estep 
Score: -20923832.000000 Penalty: 5977.377930
	Iteration 72Q: 3 clusters Score -2.092383e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 165401 members 
Entering Unmasked Estep 
Score: -20923828.000000 Penalty: 5977.377930
	Iteration 73Q: 3 clusters Score -2.092383e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 165413 members 
Entering Unmasked Estep 
Score: -20923804.000000 Penalty: 5977.377930
	Iteration 74Q: 3 clusters Score -2.09238e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 165427 members 
Entering Unmasked Estep 
Score: -20923830.000000 Penalty: 5977.377930
	Iteration 75Q: 3 clusters Score -2.092383e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 165442 members 
Entering Unmasked Estep 
Score: -20923826.000000 Penalty: 5977.377930
	Iteration 76Q: 3 clusters Score -2.092383e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 165456 members 
Entering Unmasked Estep 
Score: -20923836.000000 Penalty: 5977.377930
	Iteration 77Q: 3 clusters Score -2.092384e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 165468 members 
Entering Unmasked Estep 
Score: -20923850.000000 Penalty: 5977.377930
	Iteration 78Q: 3 clusters Score -2.092385e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 165474 members 
Entering Unmasked Estep 
Score: -20923852.000000 Penalty: 5977.377930
	Iteration 79Q: 3 clusters Score -2.092385e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 165485 members 
Entering Unmasked Estep 
Score: -20923848.000000 Penalty: 5977.377930
	Iteration 80F: 3 clusters Score -2.092385e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 165502 members 
Entering Unmasked Estep 
Score: -20923808.000000 Penalty: 5977.377930
	Iteration 81Q: 3 clusters Score -2.092381e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 165519 members 
Entering Unmasked Estep 
Score: -20923794.000000 Penalty: 5977.377930
	Iteration 82Q: 3 clusters Score -2.092379e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 165543 members 
Entering Unmasked Estep 
Score: -20923822.000000 Penalty: 5977.377930
	Iteration 83Q: 3 clusters Score -2.092382e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 165563 members 
Entering Unmasked Estep 
Score: -20923838.000000 Penalty: 5977.377930
	Iteration 84Q: 3 clusters Score -2.092384e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 165580 members 
Entering Unmasked Estep 
Score: -20923838.000000 Penalty: 5977.377930
	Iteration 85Q: 3 clusters Score -2.092384e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 165605 members 
Entering Unmasked Estep 
Score: -20923844.000000 Penalty: 5977.377930
	Iteration 86Q: 3 clusters Score -2.092384e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 165628 members 
Entering Unmasked Estep 
Score: -20923856.000000 Penalty: 5977.377930
	Iteration 87Q: 3 clusters Score -2.092386e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 165657 members 
Entering Unmasked Estep 
Score: -20923828.000000 Penalty: 5977.377930
	Iteration 88Q: 3 clusters Score -2.092383e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 165688 members 
Entering Unmasked Estep 
Score: -20923834.000000 Penalty: 5977.377930
	Iteration 89Q: 3 clusters Score -2.092383e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 165719 members 
Entering Unmasked Estep 
Score: -20923854.000000 Penalty: 5977.377930
	Iteration 90Q: 3 clusters Score -2.092385e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 165755 members 
Entering Unmasked Estep 
Score: -20923864.000000 Penalty: 5977.377930
	Iteration 91Q: 3 clusters Score -2.092386e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 165782 members 
Entering Unmasked Estep 
Score: -20923874.000000 Penalty: 5977.377930
	Iteration 92Q: 3 clusters Score -2.092387e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 165811 members 
Entering Unmasked Estep 
Score: -20923880.000000 Penalty: 5977.377930
	Iteration 93Q: 3 clusters Score -2.092388e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 165840 members 
Entering Unmasked Estep 
Score: -20923898.000000 Penalty: 5977.377930
	Iteration 94Q: 3 clusters Score -2.09239e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 165870 members 
Entering Unmasked Estep 
Score: -20923886.000000 Penalty: 5977.377930
	Iteration 95Q: 3 clusters Score -2.092389e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 165898 members 
Entering Unmasked Estep 
Score: -20923888.000000 Penalty: 5977.377930
	Iteration 96Q: 3 clusters Score -2.092389e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 165935 members 
Entering Unmasked Estep 
Score: -20923870.000000 Penalty: 5977.377930
	Iteration 97Q: 3 clusters Score -2.092387e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 165967 members 
Entering Unmasked Estep 
Score: -20923880.000000 Penalty: 5977.377930
	Iteration 98Q: 3 clusters Score -2.092388e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 165989 members 
Entering Unmasked Estep 
Score: -20923890.000000 Penalty: 5977.377930
	Iteration 99Q: 3 clusters Score -2.092389e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 166022 members 
Entering Unmasked Estep 
Score: -20923874.000000 Penalty: 5977.377930
	Iteration 100F: 3 clusters Score -2.092387e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 166064 members 
Entering Unmasked Estep 
Score: -20923862.000000 Penalty: 5977.377930
	Iteration 101Q: 3 clusters Score -2.092386e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 166098 members 
Entering Unmasked Estep 
Score: -20923886.000000 Penalty: 5977.377930
	Iteration 102Q: 3 clusters Score -2.092389e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 166130 members 
Entering Unmasked Estep 
Score: -20923878.000000 Penalty: 5977.377930
	Iteration 103Q: 3 clusters Score -2.092388e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 166167 members 
Entering Unmasked Estep 
Score: -20923890.000000 Penalty: 5977.377930
	Iteration 104Q: 3 clusters Score -2.092389e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 166210 members 
Entering Unmasked Estep 
Score: -20923908.000000 Penalty: 5977.377930
	Iteration 105Q: 3 clusters Score -2.092391e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 166247 members 
Entering Unmasked Estep 
Score: -20923930.000000 Penalty: 5977.377930
	Iteration 106Q: 3 clusters Score -2.092393e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 166281 members 
Entering Unmasked Estep 
Score: -20923932.000000 Penalty: 5977.377930
	Iteration 107Q: 3 clusters Score -2.092393e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 166314 members 
Entering Unmasked Estep 
Score: -20923948.000000 Penalty: 5977.377930
	Iteration 108Q: 3 clusters Score -2.092395e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 166348 members 
Entering Unmasked Estep 
Score: -20923930.000000 Penalty: 5977.377930
	Iteration 109Q: 3 clusters Score -2.092393e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 166382 members 
Entering Unmasked Estep 
Score: -20923938.000000 Penalty: 5977.377930
	Iteration 110Q: 3 clusters Score -2.092394e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 166419 members 
Entering Unmasked Estep 
Score: -20923926.000000 Penalty: 5977.377930
	Iteration 111Q: 3 clusters Score -2.092393e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 166461 members 
Entering Unmasked Estep 
Score: -20923976.000000 Penalty: 5977.377930
	Iteration 112Q: 3 clusters Score -2.092398e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 166503 members 
Entering Unmasked Estep 
Score: -20923996.000000 Penalty: 5977.377930
	Iteration 113Q: 3 clusters Score -2.0924e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 166545 members 
Entering Unmasked Estep 
Score: -20923990.000000 Penalty: 5977.377930
	Iteration 114Q: 3 clusters Score -2.092399e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 166594 members 
Entering Unmasked Estep 
Score: -20923988.000000 Penalty: 5977.377930
	Iteration 115Q: 3 clusters Score -2.092399e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 166641 members 
Entering Unmasked Estep 
Score: -20923996.000000 Penalty: 5977.377930
	Iteration 116Q: 3 clusters Score -2.0924e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 166677 members 
Entering Unmasked Estep 
Score: -20923996.000000 Penalty: 5977.377930
	Iteration 117Q: 3 clusters Score -2.0924e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 166712 members 
Entering Unmasked Estep 
Score: -20924012.000000 Penalty: 5977.377930
	Iteration 118Q: 3 clusters Score -2.092401e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 166741 members 
Entering Unmasked Estep 
Score: -20924018.000000 Penalty: 5977.377930
	Iteration 119Q: 3 clusters Score -2.092402e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 166766 members 
Entering Unmasked Estep 
Score: -20924030.000000 Penalty: 5977.377930
	Iteration 120F: 3 clusters Score -2.092403e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 166789 members 
Entering Unmasked Estep 
Score: -20924026.000000 Penalty: 5977.377930
	Iteration 121Q: 3 clusters Score -2.092403e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 166814 members 
Entering Unmasked Estep 
Score: -20924030.000000 Penalty: 5977.377930
	Iteration 122Q: 3 clusters Score -2.092403e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 166837 members 
Entering Unmasked Estep 
Score: -20924034.000000 Penalty: 5977.377930
	Iteration 123Q: 3 clusters Score -2.092403e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 166853 members 
Entering Unmasked Estep 
Score: -20924032.000000 Penalty: 5977.377930
	Iteration 124Q: 3 clusters Score -2.092403e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 166874 members 
Entering Unmasked Estep 
Score: -20924028.000000 Penalty: 5977.377930
	Iteration 125Q: 3 clusters Score -2.092403e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 166896 members 
Entering Unmasked Estep 
Score: -20924026.000000 Penalty: 5977.377930
	Iteration 126Q: 3 clusters Score -2.092403e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 166919 members 
Entering Unmasked Estep 
Score: -20924030.000000 Penalty: 5977.377930
	Iteration 127Q: 3 clusters Score -2.092403e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 166935 members 
Entering Unmasked Estep 
Score: -20924030.000000 Penalty: 5977.377930
	Iteration 128Q: 3 clusters Score -2.092403e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 166946 members 
Entering Unmasked Estep 
Score: -20924014.000000 Penalty: 5977.377930
	Iteration 129Q: 3 clusters Score -2.092401e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 166958 members 
Entering Unmasked Estep 
Score: -20924016.000000 Penalty: 5977.377930
	Iteration 130Q: 3 clusters Score -2.092402e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 166967 members 
Entering Unmasked Estep 
Score: -20924016.000000 Penalty: 5977.377930
	Iteration 131Q: 3 clusters Score -2.092402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 166973 members 
Entering Unmasked Estep 
Score: -20924002.000000 Penalty: 5977.377930
	Iteration 132Q: 3 clusters Score -2.0924e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 166980 members 
Entering Unmasked Estep 
Score: -20924012.000000 Penalty: 5977.377930
	Iteration 133Q: 3 clusters Score -2.092401e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 166987 members 
Entering Unmasked Estep 
Score: -20924010.000000 Penalty: 5977.377930
	Iteration 134Q: 3 clusters Score -2.092401e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 166994 members 
Entering Unmasked Estep 
Score: -20924020.000000 Penalty: 5977.377930
	Iteration 135Q: 3 clusters Score -2.092402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 166998 members 
Entering Unmasked Estep 
Score: -20924034.000000 Penalty: 5977.377930
	Iteration 136Q: 3 clusters Score -2.092403e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 167003 members 
Entering Unmasked Estep 
Score: -20924032.000000 Penalty: 5977.377930
	Iteration 137Q: 3 clusters Score -2.092403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 167006 members 
Entering Unmasked Estep 
Score: -20924036.000000 Penalty: 5977.377930
	Iteration 138Q: 3 clusters Score -2.092404e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 167009 members 
Entering Unmasked Estep 
Score: -20924030.000000 Penalty: 5977.377930
	Iteration 139Q: 3 clusters Score -2.092403e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 167013 members 
Entering Unmasked Estep 
Score: -20924040.000000 Penalty: 5977.377930
	Iteration 140F: 3 clusters Score -2.092404e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 167016 members 
Entering Unmasked Estep 
Score: -20924040.000000 Penalty: 5977.377930
	Iteration 141Q: 3 clusters Score -2.092404e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 167020 members 
Entering Unmasked Estep 
Score: -20924040.000000 Penalty: 5977.377930
	Iteration 142Q: 3 clusters Score -2.092404e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 167029 members 
Entering Unmasked Estep 
Score: -20924038.000000 Penalty: 5977.377930
	Iteration 143Q: 3 clusters Score -2.092404e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 167038 members 
Entering Unmasked Estep 
Score: -20924036.000000 Penalty: 5977.377930
	Iteration 144Q: 3 clusters Score -2.092404e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 167043 members 
Entering Unmasked Estep 
Score: -20924048.000000 Penalty: 5977.377930
	Iteration 145Q: 3 clusters Score -2.092405e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 167049 members 
Entering Unmasked Estep 
Score: -20924046.000000 Penalty: 5977.377930
	Iteration 146Q: 3 clusters Score -2.092405e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 167053 members 
Entering Unmasked Estep 
Score: -20924044.000000 Penalty: 5977.377930
	Iteration 147Q: 3 clusters Score -2.092404e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 167058 members 
Entering Unmasked Estep 
Score: -20924042.000000 Penalty: 5977.377930
	Iteration 148Q: 3 clusters Score -2.092404e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 167063 members 
Entering Unmasked Estep 
Score: -20924046.000000 Penalty: 5977.377930
	Iteration 149Q: 3 clusters Score -2.092405e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 167067 members 
Entering Unmasked Estep 
Score: -20924050.000000 Penalty: 5977.377930
	Iteration 150Q: 3 clusters Score -2.092405e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 167071 members 
Entering Unmasked Estep 
Score: -20924038.000000 Penalty: 5977.377930
	Iteration 151Q: 3 clusters Score -2.092404e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 167077 members 
Entering Unmasked Estep 
Score: -20924048.000000 Penalty: 5977.377930
	Iteration 152Q: 3 clusters Score -2.092405e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 167085 members 
Entering Unmasked Estep 
Score: -20924034.000000 Penalty: 5977.377930
	Iteration 153Q: 3 clusters Score -2.092403e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 167093 members 
Entering Unmasked Estep 
Score: -20924030.000000 Penalty: 5977.377930
	Iteration 154Q: 3 clusters Score -2.092403e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 167098 members 
Entering Unmasked Estep 
Score: -20924046.000000 Penalty: 5977.377930
	Iteration 155Q: 3 clusters Score -2.092405e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 167098 members 
Entering Unmasked Estep 
Score: -20924046.000000 Penalty: 5977.377930
	Iteration 156F: 3 clusters Score -2.092405e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (30137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Entering Unmasked Estep 
Score: -3410400.750000 Penalty: 2557.750244
	Iteration 0F: 2 clusters Score -3410401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -3389729.750000 Penalty: 5115.500488
	Iteration 0F: 3 clusters Score -3389730 nChanged 13564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -3397106.750000 Penalty: 5115.500488
	Iteration 1F: 3 clusters Score -3397107 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -3397663.000000 Penalty: 5115.500488
	Iteration 2Q: 3 clusters Score -3397663 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -3398211.000000 Penalty: 5115.500488
	Iteration 3Q: 3 clusters Score -3398211 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -3398833.250000 Penalty: 5115.500488
	Iteration 4Q: 3 clusters Score -3398833 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -3399402.500000 Penalty: 5115.500488
	Iteration 5Q: 3 clusters Score -3399402 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -3399967.500000 Penalty: 5115.500488
	Iteration 6Q: 3 clusters Score -3399968 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -3400469.000000 Penalty: 5115.500488
	Iteration 7Q: 3 clusters Score -3400469 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -3400953.250000 Penalty: 5115.500488
	Iteration 8Q: 3 clusters Score -3400953 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -3401381.500000 Penalty: 5115.500488
	Iteration 9Q: 3 clusters Score -3401382 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -3401744.750000 Penalty: 5115.500488
	Iteration 10Q: 3 clusters Score -3401745 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -3402111.000000 Penalty: 5115.500488
	Iteration 11Q: 3 clusters Score -3402111 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -3402469.500000 Penalty: 5115.500488
	Iteration 12Q: 3 clusters Score -3402470 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -3402825.750000 Penalty: 5115.500488
	Iteration 13Q: 3 clusters Score -3402826 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -3403162.750000 Penalty: 5115.500488
	Iteration 14Q: 3 clusters Score -3403163 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -3403510.250000 Penalty: 5115.500488
	Iteration 15Q: 3 clusters Score -3403510 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -3403834.500000 Penalty: 5115.500488
	Iteration 16Q: 3 clusters Score -3403834 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -3404130.500000 Penalty: 5115.500488
	Iteration 17Q: 3 clusters Score -3404130 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -3404407.250000 Penalty: 5115.500488
	Iteration 18Q: 3 clusters Score -3404407 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -3404710.250000 Penalty: 5115.500488
	Iteration 19Q: 3 clusters Score -3404710 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -3404964.500000 Penalty: 5115.500488
	Iteration 20F: 3 clusters Score -3404964 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -3405230.500000 Penalty: 5115.500488
	Iteration 21Q: 3 clusters Score -3405230 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -3405496.750000 Penalty: 5115.500488
	Iteration 22Q: 3 clusters Score -3405497 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -3405730.000000 Penalty: 5115.500488
	Iteration 23Q: 3 clusters Score -3405730 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -3405972.000000 Penalty: 5115.500488
	Iteration 24Q: 3 clusters Score -3405972 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -3406210.750000 Penalty: 5115.500488
	Iteration 25Q: 3 clusters Score -3406211 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -3406465.500000 Penalty: 5115.500488
	Iteration 26Q: 3 clusters Score -3406466 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -3406692.250000 Penalty: 5115.500488
	Iteration 27Q: 3 clusters Score -3406692 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -3406956.000000 Penalty: 5115.500488
	Iteration 28Q: 3 clusters Score -3406956 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -3407196.500000 Penalty: 5115.500488
	Iteration 29Q: 3 clusters Score -3407196 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -3407519.500000 Penalty: 5115.500488
	Iteration 30Q: 3 clusters Score -3407520 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 26815 members 
Entering Unmasked Estep 
Score: -3407816.500000 Penalty: 5115.500488
	Iteration 31Q: 3 clusters Score -3407816 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -3408103.500000 Penalty: 5115.500488
	Iteration 32Q: 3 clusters Score -3408104 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -3408331.250000 Penalty: 5115.500488
	Iteration 33Q: 3 clusters Score -3408331 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -3408509.000000 Penalty: 5115.500488
	Iteration 34Q: 3 clusters Score -3408509 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -3408617.250000 Penalty: 5115.500488
	Iteration 35Q: 3 clusters Score -3408617 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -3408693.500000 Penalty: 5115.500488
	Iteration 36Q: 3 clusters Score -3408694 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 27944 members 
Entering Unmasked Estep 
Score: -3408736.750000 Penalty: 5115.500488
	Iteration 37Q: 3 clusters Score -3408737 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 28009 members 
Entering Unmasked Estep 
Score: -3408789.000000 Penalty: 5115.500488
	Iteration 38Q: 3 clusters Score -3408789 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 28040 members 
Entering Unmasked Estep 
Score: -3408828.500000 Penalty: 5115.500488
	Iteration 39Q: 3 clusters Score -3408828 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -3408859.250000 Penalty: 5115.500488
	Iteration 40F: 3 clusters Score -3408859 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 28119 members 
Entering Unmasked Estep 
Score: -3408893.500000 Penalty: 5115.500488
	Iteration 41Q: 3 clusters Score -3408894 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 28157 members 
Entering Unmasked Estep 
Score: -3408920.750000 Penalty: 5115.500488
	Iteration 42Q: 3 clusters Score -3408921 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -3408962.500000 Penalty: 5115.500488
	Iteration 43Q: 3 clusters Score -3408962 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -3408994.250000 Penalty: 5115.500488
	Iteration 44Q: 3 clusters Score -3408994 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -3409037.000000 Penalty: 5115.500488
	Iteration 45Q: 3 clusters Score -3409037 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -3409068.500000 Penalty: 5115.500488
	Iteration 46Q: 3 clusters Score -3409068 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -3409099.000000 Penalty: 5115.500488
	Iteration 47Q: 3 clusters Score -3409099 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
Score: -3409121.250000 Penalty: 5115.500488
	Iteration 48Q: 3 clusters Score -3409121 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -3409139.000000 Penalty: 5115.500488
	Iteration 49Q: 3 clusters Score -3409139 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -3409158.750000 Penalty: 5115.500488
	Iteration 50Q: 3 clusters Score -3409159 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -3409169.250000 Penalty: 5115.500488
	Iteration 51Q: 3 clusters Score -3409169 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -3409173.500000 Penalty: 5115.500488
	Iteration 52Q: 3 clusters Score -3409174 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -3409171.750000 Penalty: 5115.500488
	Iteration 53Q: 3 clusters Score -3409172 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -3409189.750000 Penalty: 5115.500488
	Iteration 54Q: 3 clusters Score -3409190 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -3409193.500000 Penalty: 5115.500488
	Iteration 55Q: 3 clusters Score -3409194 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -3409197.250000 Penalty: 5115.500488
	Iteration 56Q: 3 clusters Score -3409197 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -3409205.750000 Penalty: 5115.500488
	Iteration 57Q: 3 clusters Score -3409206 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -3409212.500000 Penalty: 5115.500488
	Iteration 58Q: 3 clusters Score -3409212 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -3409216.250000 Penalty: 5115.500488
	Iteration 59Q: 3 clusters Score -3409216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -3409218.250000 Penalty: 5115.500488
	Iteration 60F: 3 clusters Score -3409218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -3409215.000000 Penalty: 5115.500488
	Iteration 61Q: 3 clusters Score -3409215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -3409217.500000 Penalty: 5115.500488
	Iteration 62Q: 3 clusters Score -3409218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -3409218.750000 Penalty: 5115.500488
	Iteration 63Q: 3 clusters Score -3409219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -3409222.500000 Penalty: 5115.500488
	Iteration 64Q: 3 clusters Score -3409222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -3409222.250000 Penalty: 5115.500488
	Iteration 65Q: 3 clusters Score -3409222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 28224 members 
Entering Unmasked Estep 
Score: -3409216.000000 Penalty: 5115.500488
	Iteration 66Q: 3 clusters Score -3409216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -3409216.250000 Penalty: 5115.500488
	Iteration 67Q: 3 clusters Score -3409216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -3409216.500000 Penalty: 5115.500488
	Iteration 68Q: 3 clusters Score -3409216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -3409216.750000 Penalty: 5115.500488
	Iteration 69Q: 3 clusters Score -3409217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -3409228.750000 Penalty: 5115.500488
	Iteration 70Q: 3 clusters Score -3409229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -3409226.750000 Penalty: 5115.500488
	Iteration 71Q: 3 clusters Score -3409227 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -3409226.000000 Penalty: 5115.500488
	Iteration 72Q: 3 clusters Score -3409226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -3409232.250000 Penalty: 5115.500488
	Iteration 73Q: 3 clusters Score -3409232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -3409230.750000 Penalty: 5115.500488
	Iteration 74Q: 3 clusters Score -3409231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -3409236.500000 Penalty: 5115.500488
	Iteration 75Q: 3 clusters Score -3409236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 28238 members 
Entering Unmasked Estep 
Score: -3409239.500000 Penalty: 5115.500488
	Iteration 76Q: 3 clusters Score -3409240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 28234 members 
Entering Unmasked Estep 
Score: -3409240.500000 Penalty: 5115.500488
	Iteration 77Q: 3 clusters Score -3409240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 28234 members 
Entering Unmasked Estep 
Score: -3409249.500000 Penalty: 5115.500488
	Iteration 78Q: 3 clusters Score -3409250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 28234 members 
Entering Unmasked Estep 
Score: -3409254.500000 Penalty: 5115.500488
	Iteration 79Q: 3 clusters Score -3409254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 28234 members 
Entering Unmasked Estep 
Score: -3409255.000000 Penalty: 5115.500488
	Iteration 80F: 3 clusters Score -3409255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -3409258.250000 Penalty: 5115.500488
	Iteration 81Q: 3 clusters Score -3409258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -3409250.750000 Penalty: 5115.500488
	Iteration 82Q: 3 clusters Score -3409251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 28245 members 
Entering Unmasked Estep 
Score: -3409247.750000 Penalty: 5115.500488
	Iteration 83Q: 3 clusters Score -3409248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 28249 members 
Entering Unmasked Estep 
Score: -3409251.750000 Penalty: 5115.500488
	Iteration 84Q: 3 clusters Score -3409252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 28250 members 
Entering Unmasked Estep 
Score: -3409256.500000 Penalty: 5115.500488
	Iteration 85Q: 3 clusters Score -3409256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 28249 members 
Entering Unmasked Estep 
Score: -3409257.000000 Penalty: 5115.500488
	Iteration 86Q: 3 clusters Score -3409257 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -3409260.250000 Penalty: 5115.500488
	Iteration 87Q: 3 clusters Score -3409260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -3409261.750000 Penalty: 5115.500488
	Iteration 88Q: 3 clusters Score -3409262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 28245 members 
Entering Unmasked Estep 
Score: -3409257.750000 Penalty: 5115.500488
	Iteration 89Q: 3 clusters Score -3409258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -3409258.250000 Penalty: 5115.500488
	Iteration 90Q: 3 clusters Score -3409258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -3409258.750000 Penalty: 5115.500488
	Iteration 91Q: 3 clusters Score -3409259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -3409256.750000 Penalty: 5115.500488
	Iteration 92Q: 3 clusters Score -3409257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -3409258.750000 Penalty: 5115.500488
	Iteration 93Q: 3 clusters Score -3409259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -3409260.000000 Penalty: 5115.500488
	Iteration 94Q: 3 clusters Score -3409260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 28256 members 
Entering Unmasked Estep 
Score: -3409266.500000 Penalty: 5115.500488
	Iteration 95Q: 3 clusters Score -3409266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -3409268.750000 Penalty: 5115.500488
	Iteration 96Q: 3 clusters Score -3409269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -3409273.250000 Penalty: 5115.500488
	Iteration 97Q: 3 clusters Score -3409273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -3409272.500000 Penalty: 5115.500488
	Iteration 98Q: 3 clusters Score -3409272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 28269 members 
Entering Unmasked Estep 
Score: -3409281.750000 Penalty: 5115.500488
	Iteration 99Q: 3 clusters Score -3409282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -3409283.250000 Penalty: 5115.500488
	Iteration 100F: 3 clusters Score -3409283 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 28280 members 
Entering Unmasked Estep 
Score: -3409288.500000 Penalty: 5115.500488
	Iteration 101Q: 3 clusters Score -3409288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 28280 members 
Entering Unmasked Estep 
Score: -3409299.250000 Penalty: 5115.500488
	Iteration 102Q: 3 clusters Score -3409299 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 28283 members 
Entering Unmasked Estep 
Score: -3409300.000000 Penalty: 5115.500488
	Iteration 103Q: 3 clusters Score -3409300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 28280 members 
Entering Unmasked Estep 
Score: -3409302.500000 Penalty: 5115.500488
	Iteration 104Q: 3 clusters Score -3409302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -3409307.750000 Penalty: 5115.500488
	Iteration 105Q: 3 clusters Score -3409308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -3409317.500000 Penalty: 5115.500488
	Iteration 106Q: 3 clusters Score -3409318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -3409317.000000 Penalty: 5115.500488
	Iteration 107Q: 3 clusters Score -3409317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 28293 members 
Entering Unmasked Estep 
Score: -3409320.000000 Penalty: 5115.500488
	Iteration 108Q: 3 clusters Score -3409320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
Score: -3409324.500000 Penalty: 5115.500488
	Iteration 109Q: 3 clusters Score -3409324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -3409318.750000 Penalty: 5115.500488
	Iteration 110Q: 3 clusters Score -3409319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -3409326.250000 Penalty: 5115.500488
	Iteration 111Q: 3 clusters Score -3409326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 28312 members 
Entering Unmasked Estep 
Score: -3409333.250000 Penalty: 5115.500488
	Iteration 112Q: 3 clusters Score -3409333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -3409338.000000 Penalty: 5115.500488
	Iteration 113Q: 3 clusters Score -3409338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -3409338.750000 Penalty: 5115.500488
	Iteration 114Q: 3 clusters Score -3409339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -3409338.500000 Penalty: 5115.500488
	Iteration 115Q: 3 clusters Score -3409338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -3409341.750000 Penalty: 5115.500488
	Iteration 116Q: 3 clusters Score -3409342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -3409343.000000 Penalty: 5115.500488
	Iteration 117Q: 3 clusters Score -3409343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -3409343.750000 Penalty: 5115.500488
	Iteration 118Q: 3 clusters Score -3409344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -3409346.750000 Penalty: 5115.500488
	Iteration 119Q: 3 clusters Score -3409347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -3409346.750000 Penalty: 5115.500488
	Iteration 120F: 3 clusters Score -3409347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (24858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Entering Unmasked Estep 
Score: -2955702.750000 Penalty: 2509.991699
	Iteration 0F: 2 clusters Score -2955703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -2938592.500000 Penalty: 5019.983398
	Iteration 0F: 3 clusters Score -2938592 nChanged 11118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -2944693.250000 Penalty: 5019.983398
	Iteration 1F: 3 clusters Score -2944693 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -2945273.750000 Penalty: 5019.983398
	Iteration 2F: 3 clusters Score -2945274 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -2945831.500000 Penalty: 5019.983398
	Iteration 3Q: 3 clusters Score -2945832 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -2946451.500000 Penalty: 5019.983398
	Iteration 4Q: 3 clusters Score -2946452 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -2947122.250000 Penalty: 5019.983398
	Iteration 5Q: 3 clusters Score -2947122 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -2947826.250000 Penalty: 5019.983398
	Iteration 6F: 3 clusters Score -2947826 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -2948512.750000 Penalty: 5019.983398
	Iteration 7Q: 3 clusters Score -2948513 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -2949136.000000 Penalty: 5019.983398
	Iteration 8Q: 3 clusters Score -2949136 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -2949702 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -2950145.000000 Penalty: 5019.983398
	Iteration 10Q: 3 clusters Score -2950145 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -2950465.750000 Penalty: 5019.983398
	Iteration 11Q: 3 clusters Score -2950466 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -2950702.500000 Penalty: 5019.983398
	Iteration 12Q: 3 clusters Score -2950702 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -2950878.250000 Penalty: 5019.983398
	Iteration 13Q: 3 clusters Score -2950878 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -2951001.000000 Penalty: 5019.983398
	Iteration 14Q: 3 clusters Score -2951001 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -2951075.250000 Penalty: 5019.983398
	Iteration 15Q: 3 clusters Score -2951075 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -2951136.500000 Penalty: 5019.983398
	Iteration 16Q: 3 clusters Score -2951136 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -2951170.500000 Penalty: 5019.983398
	Iteration 17Q: 3 clusters Score -2951170 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -2951195.500000 Penalty: 5019.983398
	Iteration 18Q: 3 clusters Score -2951196 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -2951236.250000 Penalty: 5019.983398
	Iteration 19Q: 3 clusters Score -2951236 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -2951261.750000 Penalty: 5019.983398
	Iteration 20F: 3 clusters Score -2951262 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -2951300.500000 Penalty: 5019.983398
	Iteration 21Q: 3 clusters Score -2951300 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -2951308.000000 Penalty: 5019.983398
	Iteration 22Q: 3 clusters Score -2951308 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -2951346.000000 Penalty: 5019.983398
	Iteration 23Q: 3 clusters Score -2951346 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -2951373.500000 Penalty: 5019.983398
	Iteration 24Q: 3 clusters Score -2951374 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -2951403.750000 Penalty: 5019.983398
	Iteration 25Q: 3 clusters Score -2951404 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -2951445.750000 Penalty: 5019.983398
	Iteration 26Q: 3 clusters Score -2951446 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -2951475.250000 Penalty: 5019.983398
	Iteration 27Q: 3 clusters Score -2951475 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -2951531.000000 Penalty: 5019.983398
	Iteration 28Q: 3 clusters Score -2951531 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -2951572.250000 Penalty: 5019.983398
	Iteration 29Q: 3 clusters Score -2951572 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2951622.250000 Penalty: 5019.983398
	Iteration 30Q: 3 clusters Score -2951622 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -2951709.250000 Penalty: 5019.983398
	Iteration 31Q: 3 clusters Score -2951709 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -2951789.000000 Penalty: 5019.983398
	Iteration 32Q: 3 clusters Score -2951789 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -2951893.000000 Penalty: 5019.983398
	Iteration 33Q: 3 clusters Score -2951893 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -2952012.750000 Penalty: 5019.983398
	Iteration 34Q: 3 clusters Score -2952013 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -2952136.500000 Penalty: 5019.983398
	Iteration 35Q: 3 clusters Score -2952136 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -2952281.500000 Penalty: 5019.983398
	Iteration 36Q: 3 clusters Score -2952282 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -2952422.000000 Penalty: 5019.983398
	Iteration 37Q: 3 clusters Score -2952422 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -2952578.000000 Penalty: 5019.983398
	Iteration 38Q: 3 clusters Score -2952578 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -2952767.750000 Penalty: 5019.983398
	Iteration 39Q: 3 clusters Score -2952768 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -2952909.000000 Penalty: 5019.983398
	Iteration 40F: 3 clusters Score -2952909 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -2953042.250000 Penalty: 5019.983398
	Iteration 41Q: 3 clusters Score -2953042 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -2953184.500000 Penalty: 5019.983398
	Iteration 42Q: 3 clusters Score -2953184 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -2953296.250000 Penalty: 5019.983398
	Iteration 43Q: 3 clusters Score -2953296 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -2953398.000000 Penalty: 5019.983398
	Iteration 44Q: 3 clusters Score -2953398 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -2953508.250000 Penalty: 5019.983398
	Iteration 45Q: 3 clusters Score -2953508 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -2953594.250000 Penalty: 5019.983398
	Iteration 46Q: 3 clusters Score -2953594 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -2953690.750000 Penalty: 5019.983398
	Iteration 47Q: 3 clusters Score -2953691 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -2953751.750000 Penalty: 5019.983398
	Iteration 48Q: 3 clusters Score -2953752 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -2953806.500000 Penalty: 5019.983398
	Iteration 49Q: 3 clusters Score -2953806 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -2953856.000000 Penalty: 5019.983398
	Iteration 50Q: 3 clusters Score -2953856 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2953896 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -2953937.250000 Penalty: 5019.983398
	Iteration 52Q: 3 clusters Score -2953937 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -2953960.250000 Penalty: 5019.983398
	Iteration 53Q: 3 clusters Score -2953960 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -2954005.000000 Penalty: 5019.983398
	Iteration 54Q: 3 clusters Score -2954005 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -2954021.250000 Penalty: 5019.983398
	Iteration 55Q: 3 clusters Score -2954021 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -2954042.500000 Penalty: 5019.983398
	Iteration 56Q: 3 clusters Score -2954042 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -2954048.750000 Penalty: 5019.983398
	Iteration 57Q: 3 clusters Score -2954049 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -2954059.750000 Penalty: 5019.983398
	Iteration 58Q: 3 clusters Score -2954060 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -2954070.500000 Penalty: 5019.983398
	Iteration 59Q: 3 clusters Score -2954070 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -2954076.500000 Penalty: 5019.983398
	Iteration 60F: 3 clusters Score -2954076 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -2954078.750000 Penalty: 5019.983398
	Iteration 61Q: 3 clusters Score -2954079 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -2954096.500000 Penalty: 5019.983398
	Iteration 62Q: 3 clusters Score -2954096 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -2954114.250000 Penalty: 5019.983398
	Iteration 63Q: 3 clusters Score -2954114 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -2954126.750000 Penalty: 5019.983398
	Iteration 64Q: 3 clusters Score -2954127 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -2954132.250000 Penalty: 5019.983398
	Iteration 65Q: 3 clusters Score -2954132 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -2954134.000000 Penalty: 5019.983398
	Iteration 66Q: 3 clusters Score -2954134 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -2954137.750000 Penalty: 5019.983398
	Iteration 67Q: 3 clusters Score -2954138 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -2954143.000000 Penalty: 5019.983398
	Iteration 68Q: 3 clusters Score -2954143 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -2954146.500000 Penalty: 5019.983398
	Iteration 69Q: 3 clusters Score -2954146 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -2954152.250000 Penalty: 5019.983398
	Iteration 70Q: 3 clusters Score -2954152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -2954160.000000 Penalty: 5019.983398
	Iteration 71Q: 3 clusters Score -2954160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -2954157.000000 Penalty: 5019.983398
	Iteration 72Q: 3 clusters Score -2954157 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -2954161.250000 Penalty: 5019.983398
	Iteration 73Q: 3 clusters Score -2954161 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -2954163.750000 Penalty: 5019.983398
	Iteration 74Q: 3 clusters Score -2954164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -2954164.250000 Penalty: 5019.983398
	Iteration 75Q: 3 clusters Score -2954164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -2954163.250000 Penalty: 5019.983398
	Iteration 76Q: 3 clusters Score -2954163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -2954168.000000 Penalty: 5019.983398
	Iteration 77Q: 3 clusters Score -2954168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -2954167.000000 Penalty: 5019.983398
	Iteration 78Q: 3 clusters Score -2954167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -2954168.750000 Penalty: 5019.983398
	Iteration 79Q: 3 clusters Score -2954169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -2954170.000000 Penalty: 5019.983398
	Iteration 80F: 3 clusters Score -2954170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -2954172.000000 Penalty: 5019.983398
	Iteration 81Q: 3 clusters Score -2954172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -2954168.000000 Penalty: 5019.983398
	Iteration 82Q: 3 clusters Score -2954168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -2954167.750000 Penalty: 5019.983398
	Iteration 83Q: 3 clusters Score -2954168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -2954169.250000 Penalty: 5019.983398
	Iteration 84Q: 3 clusters Score -2954169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -2954171.250000 Penalty: 5019.983398
	Iteration 85Q: 3 clusters Score -2954171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -2954169.500000 Penalty: 5019.983398
	Iteration 86Q: 3 clusters Score -2954170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -2954170.250000 Penalty: 5019.983398
	Iteration 87Q: 3 clusters Score -2954170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2954178.250000 Penalty: 5019.983398
	Iteration 88Q: 3 clusters Score -2954178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -2954180.000000 Penalty: 5019.983398
	Iteration 89Q: 3 clusters Score -2954180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -2954181.000000 Penalty: 5019.983398
	Iteration 90Q: 3 clusters Score -2954181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -2954181.250000 Penalty: 5019.983398
	Iteration 91Q: 3 clusters Score -2954181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -2954177.500000 Penalty: 5019.983398
	Iteration 92Q: 3 clusters Score -2954178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2954182.250000 Penalty: 5019.983398
	Iteration 93Q: 3 clusters Score -2954182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -2954177.250000 Penalty: 5019.983398
	Iteration 94Q: 3 clusters Score -2954177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -2954174.500000 Penalty: 5019.983398
	Iteration 95Q: 3 clusters Score -2954174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -2954176.750000 Penalty: 5019.983398
	Iteration 96Q: 3 clusters Score -2954177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -2954178.250000 Penalty: 5019.983398
	Iteration 97Q: 3 clusters Score -2954178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2954179.500000 Penalty: 5019.983398
	Iteration 98Q: 3 clusters Score -2954180 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -2954179.500000 Penalty: 5019.983398
	Iteration 99Q: 3 clusters Score -2954180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2954180.250000 Penalty: 5019.983398
	Iteration 100F: 3 clusters Score -2954180 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2954182.000000 Penalty: 5019.983398
	Iteration 101Q: 3 clusters Score -2954182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2954182.000000 Penalty: 5019.983398
	Iteration 102F: 3 clusters Score -2954182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (82264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82264 members 
Entering Unmasked Estep 
Score: -10045298.000000 Penalty: 2806.786865
	Iteration 0F: 2 clusters Score -1.00453e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41127 members 
Mstep: Class 2 contains 41137 members 
Entering Unmasked Estep 
Score: -9990228.000000 Penalty: 5613.573730
	Iteration 0F: 3 clusters Score -9990228 nChanged 38878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42129 members 
Mstep: Class 2 contains 40135 members 
Entering Unmasked Estep 
Score: -10012513.000000 Penalty: 5613.573730
	Iteration 1F: 3 clusters Score -1.001251e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42893 members 
Mstep: Class 2 contains 39371 members 
Entering Unmasked Estep 
Score: -10013459.000000 Penalty: 5613.573730
	Iteration 2Q: 3 clusters Score -1.001346e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44031 members 
Mstep: Class 2 contains 38233 members 
Entering Unmasked Estep 
Score: -10014519.000000 Penalty: 5613.573730
	Iteration 3Q: 3 clusters Score -1.001452e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45565 members 
Mstep: Class 2 contains 36699 members 
Entering Unmasked Estep 
Score: -10015913.000000 Penalty: 5613.573730
	Iteration 4Q: 3 clusters Score -1.001591e+07 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47756 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
Score: -10017582.000000 Penalty: 5613.573730
	Iteration 5Q: 3 clusters Score -1.001758e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50445 members 
Mstep: Class 2 contains 31819 members 
Entering Unmasked Estep 
Score: -10019603.000000 Penalty: 5613.573730
	Iteration 6F: 3 clusters Score -1.00196e+07 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53705 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
Score: -10022025.000000 Penalty: 5613.573730
	Iteration 7F: 3 clusters Score -1.002202e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57506 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -10024712.000000 Penalty: 5613.573730
	Iteration 8F: 3 clusters Score -1.002471e+07 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61657 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -10027760.000000 Penalty: 5613.573730
	Iteration 9F: 3 clusters Score -1.002776e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66103 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -10030997.000000 Penalty: 5613.573730
	Iteration 10F: 3 clusters Score -1.0031e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70344 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -10034195.000000 Penalty: 5613.573730
	Iteration 11F: 3 clusters Score -1.00342e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74044 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -10036989.000000 Penalty: 5613.573730
	Iteration 12Q: 3 clusters Score -1.003699e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76878 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -10039121.000000 Penalty: 5613.573730
	Iteration 13Q: 3 clusters Score -1.003912e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78901 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -10040650.000000 Penalty: 5613.573730
	Iteration 14Q: 3 clusters Score -1.004065e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80168 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -10041612.000000 Penalty: 5613.573730
	Iteration 15Q: 3 clusters Score -1.004161e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80877 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -10042115.000000 Penalty: 5613.573730
	Iteration 16Q: 3 clusters Score -1.004212e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81262 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -10042450.000000 Penalty: 5613.573730
	Iteration 17Q: 3 clusters Score -1.004245e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81491 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -10042598.000000 Penalty: 5613.573730
	Iteration 18Q: 3 clusters Score -1.00426e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81605 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -10042639.000000 Penalty: 5613.573730
	Iteration 19Q: 3 clusters Score -1.004264e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81678 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -10042727.000000 Penalty: 5613.573730
	Iteration 20F: 3 clusters Score -1.004273e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81721 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -10042736.000000 Penalty: 5613.573730
	Iteration 21Q: 3 clusters Score -1.004274e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81756 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -10042774.000000 Penalty: 5613.573730
	Iteration 22Q: 3 clusters Score -1.004277e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81789 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -10042812.000000 Penalty: 5613.573730
	Iteration 23Q: 3 clusters Score -1.004281e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81803 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -10042834.000000 Penalty: 5613.573730
	Iteration 24Q: 3 clusters Score -1.004283e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81823 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -10042871.000000 Penalty: 5613.573730
	Iteration 25Q: 3 clusters Score -1.004287e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81838 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -10042868.000000 Penalty: 5613.573730
	Iteration 26Q: 3 clusters Score -1.004287e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81850 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -10042893.000000 Penalty: 5613.573730
	Iteration 27Q: 3 clusters Score -1.004289e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81857 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -10042893.000000 Penalty: 5613.573730
	Iteration 28Q: 3 clusters Score -1.004289e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81864 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -10042911.000000 Penalty: 5613.573730
	Iteration 29Q: 3 clusters Score -1.004291e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81868 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -10042917.000000 Penalty: 5613.573730
	Iteration 30Q: 3 clusters Score -1.004292e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81869 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -10042920.000000 Penalty: 5613.573730
	Iteration 31Q: 3 clusters Score -1.004292e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81870 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -10042926.000000 Penalty: 5613.573730
	Iteration 32Q: 3 clusters Score -1.004293e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81872 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -10042933.000000 Penalty: 5613.573730
	Iteration 33Q: 3 clusters Score -1.004293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81871 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -10042935.000000 Penalty: 5613.573730
	Iteration 34Q: 3 clusters Score -1.004294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81871 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -10042938.000000 Penalty: 5613.573730
	Iteration 35Q: 3 clusters Score -1.004294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81871 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -10042937.000000 Penalty: 5613.573730
	Iteration 36Q: 3 clusters Score -1.004294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81874 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -10042941.000000 Penalty: 5613.573730
	Iteration 37Q: 3 clusters Score -1.004294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81876 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -10042932.000000 Penalty: 5613.573730
	Iteration 38Q: 3 clusters Score -1.004293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81875 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -10042935.000000 Penalty: 5613.573730
	Iteration 39Q: 3 clusters Score -1.004294e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81875 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -10042935.000000 Penalty: 5613.573730
	Iteration 40F: 3 clusters Score -1.004294e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (24838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Entering Unmasked Estep 
Score: -2906586.000000 Penalty: 2509.792236
	Iteration 0F: 2 clusters Score -2906586 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 12342 members 
Entering Unmasked Estep 
Score: -2889380.750000 Penalty: 5019.584473
	Iteration 0F: 3 clusters Score -2889381 nChanged 11123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -2895338.500000 Penalty: 5019.584473
	Iteration 1F: 3 clusters Score -2895338 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -2895902.000000 Penalty: 5019.584473
	Iteration 2F: 3 clusters Score -2895902 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -2896374.500000 Penalty: 5019.584473
	Iteration 3Q: 3 clusters Score -2896374 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -2896834.750000 Penalty: 5019.584473
	Iteration 4Q: 3 clusters Score -2896835 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -2897325.000000 Penalty: 5019.584473
	Iteration 5Q: 3 clusters Score -2897325 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -2897820.750000 Penalty: 5019.584473
	Iteration 6Q: 3 clusters Score -2897821 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -2898348.250000 Penalty: 5019.584473
	Iteration 7Q: 3 clusters Score -2898348 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -2898870.250000 Penalty: 5019.584473
	Iteration 8Q: 3 clusters Score -2898870 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -2899415.500000 Penalty: 5019.584473
	Iteration 9Q: 3 clusters Score -2899416 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -2899925.250000 Penalty: 5019.584473
	Iteration 10Q: 3 clusters Score -2899925 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -2900417.250000 Penalty: 5019.584473
	Iteration 11Q: 3 clusters Score -2900417 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -2900891.000000 Penalty: 5019.584473
	Iteration 12Q: 3 clusters Score -2900891 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -2901342.000000 Penalty: 5019.584473
	Iteration 13Q: 3 clusters Score -2901342 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -2901758.250000 Penalty: 5019.584473
	Iteration 14Q: 3 clusters Score -2901758 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -2902168.000000 Penalty: 5019.584473
	Iteration 15Q: 3 clusters Score -2902168 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -2902577.250000 Penalty: 5019.584473
	Iteration 16Q: 3 clusters Score -2902577 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -2902943.500000 Penalty: 5019.584473
	Iteration 17Q: 3 clusters Score -2902944 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2903280.000000 Penalty: 5019.584473
	Iteration 18Q: 3 clusters Score -2903280 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2903556.000000 Penalty: 5019.584473
	Iteration 19Q: 3 clusters Score -2903556 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2903772.250000 Penalty: 5019.584473
	Iteration 20F: 3 clusters Score -2903772 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2903946.000000 Penalty: 5019.584473
	Iteration 21Q: 3 clusters Score -2903946 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2904072.000000 Penalty: 5019.584473
	Iteration 22Q: 3 clusters Score -2904072 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2904165.750000 Penalty: 5019.584473
	Iteration 23Q: 3 clusters Score -2904166 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2904232.500000 Penalty: 5019.584473
	Iteration 24Q: 3 clusters Score -2904232 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2904284.250000 Penalty: 5019.584473
	Iteration 25Q: 3 clusters Score -2904284 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2904321.500000 Penalty: 5019.584473
	Iteration 26Q: 3 clusters Score -2904322 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2904352.500000 Penalty: 5019.584473
	Iteration 27Q: 3 clusters Score -2904352 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2904379.750000 Penalty: 5019.584473
	Iteration 28Q: 3 clusters Score -2904380 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2904394.750000 Penalty: 5019.584473
	Iteration 29Q: 3 clusters Score -2904395 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2904410.000000 Penalty: 5019.584473
	Iteration 30Q: 3 clusters Score -2904410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2904423.500000 Penalty: 5019.584473
	Iteration 31Q: 3 clusters Score -2904424 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2904433.000000 Penalty: 5019.584473
	Iteration 32Q: 3 clusters Score -2904433 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2904443.250000 Penalty: 5019.584473
	Iteration 33Q: 3 clusters Score -2904443 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2904452.250000 Penalty: 5019.584473
	Iteration 34Q: 3 clusters Score -2904452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2904454.000000 Penalty: 5019.584473
	Iteration 35Q: 3 clusters Score -2904454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2904468.250000 Penalty: 5019.584473
	Iteration 36Q: 3 clusters Score -2904468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2904463.750000 Penalty: 5019.584473
	Iteration 37Q: 3 clusters Score -2904464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2904470.500000 Penalty: 5019.584473
	Iteration 38Q: 3 clusters Score -2904470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2904470.250000 Penalty: 5019.584473
	Iteration 39Q: 3 clusters Score -2904470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2904470.250000 Penalty: 5019.584473
	Iteration 40F: 3 clusters Score -2904470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Entering Unmasked Estep 
Score: -1521404.750000 Penalty: 2359.708496
	Iteration 0F: 2 clusters Score -1521405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1511539.500000 Penalty: 4719.416992
	Iteration 0F: 3 clusters Score -1511540 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1514814.750000 Penalty: 4719.416992
	Iteration 1F: 3 clusters Score -1514815 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1515274.750000 Penalty: 4719.416992
	Iteration 2F: 3 clusters Score -1515275 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1515720.625000 Penalty: 4719.416992
	Iteration 3F: 3 clusters Score -1515721 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1516196.250000 Penalty: 4719.416992
	Iteration 4F: 3 clusters Score -1516196 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1516706.000000 Penalty: 4719.416992
	Iteration 5F: 3 clusters Score -1516706 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1517278.750000 Penalty: 4719.416992
	Iteration 6F: 3 clusters Score -1517279 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1517885.250000 Penalty: 4719.416992
	Iteration 7F: 3 clusters Score -1517885 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1518624.125000 Penalty: 4719.416992
	Iteration 8F: 3 clusters Score -1518624 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1519329.625000 Penalty: 4719.416992
	Iteration 9F: 3 clusters Score -1519330 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1519806.875000 Penalty: 4719.416992
	Iteration 10Q: 3 clusters Score -1519807 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1520095.000000 Penalty: 4719.416992
	Iteration 11Q: 3 clusters Score -1520095 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1520295.875000 Penalty: 4719.416992
	Iteration 12Q: 3 clusters Score -1520296 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1520418.250000 Penalty: 4719.416992
	Iteration 13Q: 3 clusters Score -1520418 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1520512.625000 Penalty: 4719.416992
	Iteration 14Q: 3 clusters Score -1520513 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1520590.625000 Penalty: 4719.416992
	Iteration 15Q: 3 clusters Score -1520591 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1520642.000000 Penalty: 4719.416992
	Iteration 16Q: 3 clusters Score -1520642 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1520685.000000 Penalty: 4719.416992
	Iteration 17Q: 3 clusters Score -1520685 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1520724.750000 Penalty: 4719.416992
	Iteration 18Q: 3 clusters Score -1520725 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1520758.000000 Penalty: 4719.416992
	Iteration 19Q: 3 clusters Score -1520758 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1520775.000000 Penalty: 4719.416992
	Iteration 20F: 3 clusters Score -1520775 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1520783.750000 Penalty: 4719.416992
	Iteration 21Q: 3 clusters Score -1520784 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1520795.125000 Penalty: 4719.416992
	Iteration 22Q: 3 clusters Score -1520795 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1520814.125000 Penalty: 4719.416992
	Iteration 23Q: 3 clusters Score -1520814 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1520825.750000 Penalty: 4719.416992
	Iteration 24Q: 3 clusters Score -1520826 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1520830.375000 Penalty: 4719.416992
	Iteration 25Q: 3 clusters Score -1520830 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1520834.750000 Penalty: 4719.416992
	Iteration 26Q: 3 clusters Score -1520835 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1520842.625000 Penalty: 4719.416992
	Iteration 27Q: 3 clusters Score -1520843 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1520847.875000 Penalty: 4719.416992
	Iteration 28Q: 3 clusters Score -1520848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1520850.375000 Penalty: 4719.416992
	Iteration 29Q: 3 clusters Score -1520850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1520855.500000 Penalty: 4719.416992
	Iteration 30Q: 3 clusters Score -1520856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1520858.375000 Penalty: 4719.416992
	Iteration 31Q: 3 clusters Score -1520858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1520860.375000 Penalty: 4719.416992
	Iteration 32Q: 3 clusters Score -1520860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1520859.750000 Penalty: 4719.416992
	Iteration 33Q: 3 clusters Score -1520860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1520859.750000 Penalty: 4719.416992
	Iteration 34Q: 3 clusters Score -1520860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1520862.250000 Penalty: 4719.416992
	Iteration 35Q: 3 clusters Score -1520862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1520862.625000 Penalty: 4719.416992
	Iteration 36Q: 3 clusters Score -1520863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1520867.750000 Penalty: 4719.416992
	Iteration 37Q: 3 clusters Score -1520868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1520867.375000 Penalty: 4719.416992
	Iteration 38Q: 3 clusters Score -1520867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1520867.250000 Penalty: 4719.416992
	Iteration 39Q: 3 clusters Score -1520867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1520867.250000 Penalty: 4719.416992
	Iteration 40F: 3 clusters Score -1520867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1520874.125000 Penalty: 4719.416992
	Iteration 41Q: 3 clusters Score -1520874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1520876.375000 Penalty: 4719.416992
	Iteration 42Q: 3 clusters Score -1520876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1520874.250000 Penalty: 4719.416992
	Iteration 43Q: 3 clusters Score -1520874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1520878.875000 Penalty: 4719.416992
	Iteration 44Q: 3 clusters Score -1520879 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1520880.375000 Penalty: 4719.416992
	Iteration 45Q: 3 clusters Score -1520880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1520880.125000 Penalty: 4719.416992
	Iteration 46Q: 3 clusters Score -1520880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1520883.000000 Penalty: 4719.416992
	Iteration 47Q: 3 clusters Score -1520883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1520887.000000 Penalty: 4719.416992
	Iteration 48Q: 3 clusters Score -1520887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1520885.625000 Penalty: 4719.416992
	Iteration 49Q: 3 clusters Score -1520886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1520886.500000 Penalty: 4719.416992
	Iteration 50Q: 3 clusters Score -1520886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1520887.250000 Penalty: 4719.416992
	Iteration 51Q: 3 clusters Score -1520887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1520886.625000 Penalty: 4719.416992
	Iteration 52Q: 3 clusters Score -1520887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1520885.375000 Penalty: 4719.416992
	Iteration 53Q: 3 clusters Score -1520885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1520887.000000 Penalty: 4719.416992
	Iteration 54Q: 3 clusters Score -1520887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1520887.375000 Penalty: 4719.416992
	Iteration 55Q: 3 clusters Score -1520887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1520888.125000 Penalty: 4719.416992
	Iteration 56Q: 3 clusters Score -1520888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1520888.000000 Penalty: 4719.416992
	Iteration 57Q: 3 clusters Score -1520888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1520886.875000 Penalty: 4719.416992
	Iteration 58Q: 3 clusters Score -1520887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1520885.625000 Penalty: 4719.416992
	Iteration 59Q: 3 clusters Score -1520886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1520886.375000 Penalty: 4719.416992
	Iteration 60F: 3 clusters Score -1520886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1520886.625000 Penalty: 4719.416992
	Iteration 61Q: 3 clusters Score -1520887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1520886.875000 Penalty: 4719.416992
	Iteration 62Q: 3 clusters Score -1520887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1520887.375000 Penalty: 4719.416992
	Iteration 63Q: 3 clusters Score -1520887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1520887.625000 Penalty: 4719.416992
	Iteration 64Q: 3 clusters Score -1520888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1520887.625000 Penalty: 4719.416992
	Iteration 65F: 3 clusters Score -1520888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (332566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332566 members 
Entering Unmasked Estep 
Score: -40429212.000000 Penalty: 3153.219238
	Iteration 0F: 2 clusters Score -4.042921e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166044 members 
Mstep: Class 2 contains 166522 members 
Entering Unmasked Estep 
Score: -40241428.000000 Penalty: 6306.438477
	Iteration 0F: 3 clusters Score -4.024143e+07 nChanged 161367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160691 members 
Mstep: Class 2 contains 171875 members 
Entering Unmasked Estep 
Score: -40337484.000000 Penalty: 6306.438477
	Iteration 1F: 3 clusters Score -4.033748e+07 nChanged 8153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157016 members 
Mstep: Class 2 contains 175550 members 
Entering Unmasked Estep 
Score: -40338832.000000 Penalty: 6306.438477
	Iteration 2Q: 3 clusters Score -4.033883e+07 nChanged 9077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151665 members 
Mstep: Class 2 contains 180901 members 
Entering Unmasked Estep 
Score: -40340636.000000 Penalty: 6306.438477
	Iteration 3Q: 3 clusters Score -4.034064e+07 nChanged 11175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143758 members 
Mstep: Class 2 contains 188808 members 
Entering Unmasked Estep 
Score: -40343124.000000 Penalty: 6306.438477
	Iteration 4Q: 3 clusters Score -4.034312e+07 nChanged 14234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132664 members 
Mstep: Class 2 contains 199902 members 
Entering Unmasked Estep 
Score: -40346760.000000 Penalty: 6306.438477
	Iteration 5Q: 3 clusters Score -4.034676e+07 nChanged 17915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118255 members 
Mstep: Class 2 contains 214311 members 
Entering Unmasked Estep 
Score: -40352720.000000 Penalty: 6306.438477
	Iteration 6F: 3 clusters Score -4.035272e+07 nChanged 20420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102615 members 
Mstep: Class 2 contains 229951 members 
Entering Unmasked Estep 
Score: -40361364.000000 Penalty: 6306.438477
	Iteration 7F: 3 clusters Score -4.036136e+07 nChanged 20409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89294 members 
Mstep: Class 2 contains 243272 members 
Entering Unmasked Estep 
Score: -40370852.000000 Penalty: 6306.438477
	Iteration 8F: 3 clusters Score -4.037085e+07 nChanged 18747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81409 members 
Mstep: Class 2 contains 251157 members 
Entering Unmasked Estep 
Score: -40380100.000000 Penalty: 6306.438477
	Iteration 9F: 3 clusters Score -4.03801e+07 nChanged 16210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79453 members 
Mstep: Class 2 contains 253113 members 
Entering Unmasked Estep 
Score: -40386708.000000 Penalty: 6306.438477
	Iteration 10Q: 3 clusters Score -4.038671e+07 nChanged 12977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81512 members 
Mstep: Class 2 contains 251054 members 
Entering Unmasked Estep 
Score: -40390248.000000 Penalty: 6306.438477
	Iteration 11Q: 3 clusters Score -4.039025e+07 nChanged 9213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85243 members 
Mstep: Class 2 contains 247323 members 
Entering Unmasked Estep 
Score: -40391256.000000 Penalty: 6306.438477
	Iteration 12Q: 3 clusters Score -4.039126e+07 nChanged 6221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89696 members 
Mstep: Class 2 contains 242870 members 
Entering Unmasked Estep 
Score: -40391792.000000 Penalty: 6306.438477
	Iteration 13Q: 3 clusters Score -4.039179e+07 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94513 members 
Mstep: Class 2 contains 238053 members 
Entering Unmasked Estep 
Score: -40392096.000000 Penalty: 6306.438477
	Iteration 14Q: 3 clusters Score -4.03921e+07 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99387 members 
Mstep: Class 2 contains 233179 members 
Entering Unmasked Estep 
Score: -40392088.000000 Penalty: 6306.438477
	Iteration 15Q: 3 clusters Score -4.039209e+07 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104305 members 
Mstep: Class 2 contains 228261 members 
Entering Unmasked Estep 
Score: -40392532.000000 Penalty: 6306.438477
	Iteration 16Q: 3 clusters Score -4.039253e+07 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109392 members 
Mstep: Class 2 contains 223174 members 
Entering Unmasked Estep 
Score: -40392888.000000 Penalty: 6306.438477
	Iteration 17Q: 3 clusters Score -4.039289e+07 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114609 members 
Mstep: Class 2 contains 217957 members 
Entering Unmasked Estep 
Score: -40393840.000000 Penalty: 6306.438477
	Iteration 18Q: 3 clusters Score -4.039384e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119576 members 
Mstep: Class 2 contains 212990 members 
Entering Unmasked Estep 
Score: -40394452.000000 Penalty: 6306.438477
	Iteration 19Q: 3 clusters Score -4.039445e+07 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124508 members 
Mstep: Class 2 contains 208058 members 
Entering Unmasked Estep 
Score: -40395048.000000 Penalty: 6306.438477
	Iteration 20F: 3 clusters Score -4.039505e+07 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129383 members 
Mstep: Class 2 contains 203183 members 
Entering Unmasked Estep 
Score: -40395964.000000 Penalty: 6306.438477
	Iteration 21Q: 3 clusters Score -4.039596e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133964 members 
Mstep: Class 2 contains 198602 members 
Entering Unmasked Estep 
Score: -40396848.000000 Penalty: 6306.438477
	Iteration 22Q: 3 clusters Score -4.039685e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138178 members 
Mstep: Class 2 contains 194388 members 
Entering Unmasked Estep 
Score: -40397372.000000 Penalty: 6306.438477
	Iteration 23Q: 3 clusters Score -4.039737e+07 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142217 members 
Mstep: Class 2 contains 190349 members 
Entering Unmasked Estep 
Score: -40398048.000000 Penalty: 6306.438477
	Iteration 24Q: 3 clusters Score -4.039805e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145933 members 
Mstep: Class 2 contains 186633 members 
Entering Unmasked Estep 
Score: -40398636.000000 Penalty: 6306.438477
	Iteration 25Q: 3 clusters Score -4.039864e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149402 members 
Mstep: Class 2 contains 183164 members 
Entering Unmasked Estep 
Score: -40398960.000000 Penalty: 6306.438477
	Iteration 26Q: 3 clusters Score -4.039896e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152428 members 
Mstep: Class 2 contains 180138 members 
Entering Unmasked Estep 
Score: -40399452.000000 Penalty: 6306.438477
	Iteration 27Q: 3 clusters Score -4.039945e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155222 members 
Mstep: Class 2 contains 177344 members 
Entering Unmasked Estep 
Score: -40400104.000000 Penalty: 6306.438477
	Iteration 28Q: 3 clusters Score -4.04001e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157585 members 
Mstep: Class 2 contains 174981 members 
Entering Unmasked Estep 
Score: -40400484.000000 Penalty: 6306.438477
	Iteration 29Q: 3 clusters Score -4.040048e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159592 members 
Mstep: Class 2 contains 172974 members 
Entering Unmasked Estep 
Score: -40400816.000000 Penalty: 6306.438477
	Iteration 30Q: 3 clusters Score -4.040082e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161300 members 
Mstep: Class 2 contains 171266 members 
Entering Unmasked Estep 
Score: -40400924.000000 Penalty: 6306.438477
	Iteration 31Q: 3 clusters Score -4.040092e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162811 members 
Mstep: Class 2 contains 169755 members 
Entering Unmasked Estep 
Score: -40401116.000000 Penalty: 6306.438477
	Iteration 32Q: 3 clusters Score -4.040112e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164131 members 
Mstep: Class 2 contains 168435 members 
Entering Unmasked Estep 
Score: -40401408.000000 Penalty: 6306.438477
	Iteration 33Q: 3 clusters Score -4.040141e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165179 members 
Mstep: Class 2 contains 167387 members 
Entering Unmasked Estep 
Score: -40401416.000000 Penalty: 6306.438477
	Iteration 34Q: 3 clusters Score -4.040142e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166201 members 
Mstep: Class 2 contains 166365 members 
Entering Unmasked Estep 
Score: -40401604.000000 Penalty: 6306.438477
	Iteration 35Q: 3 clusters Score -4.04016e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167301 members 
Mstep: Class 2 contains 165265 members 
Entering Unmasked Estep 
Score: -40401696.000000 Penalty: 6306.438477
	Iteration 36Q: 3 clusters Score -4.04017e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168483 members 
Mstep: Class 2 contains 164083 members 
Entering Unmasked Estep 
Score: -40401532.000000 Penalty: 6306.438477
	Iteration 37Q: 3 clusters Score -4.040153e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169816 members 
Mstep: Class 2 contains 162750 members 
Entering Unmasked Estep 
Score: -40401824.000000 Penalty: 6306.438477
	Iteration 38Q: 3 clusters Score -4.040182e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171594 members 
Mstep: Class 2 contains 160972 members 
Entering Unmasked Estep 
Score: -40401928.000000 Penalty: 6306.438477
	Iteration 39Q: 3 clusters Score -4.040193e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174126 members 
Mstep: Class 2 contains 158440 members 
Entering Unmasked Estep 
Score: -40402004.000000 Penalty: 6306.438477
	Iteration 40F: 3 clusters Score -4.0402e+07 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177879 members 
Mstep: Class 2 contains 154687 members 
Entering Unmasked Estep 
Score: -40402244.000000 Penalty: 6306.438477
	Iteration 41Q: 3 clusters Score -4.040224e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183109 members 
Mstep: Class 2 contains 149457 members 
Entering Unmasked Estep 
Score: -40402672.000000 Penalty: 6306.438477
	Iteration 42Q: 3 clusters Score -4.040267e+07 nChanged 7573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190682 members 
Mstep: Class 2 contains 141884 members 
Entering Unmasked Estep 
Score: -40402852.000000 Penalty: 6306.438477
	Iteration 43Q: 3 clusters Score -4.040285e+07 nChanged 11311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201993 members 
Mstep: Class 2 contains 130573 members 
Entering Unmasked Estep 
Score: -40402336.000000 Penalty: 6306.438477
	Iteration 44Q: 3 clusters Score -4.040234e+07 nChanged 16393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218386 members 
Mstep: Class 2 contains 114180 members 
Entering Unmasked Estep 
Score: -40401320.000000 Penalty: 6306.438477
	Iteration 45Q: 3 clusters Score -4.040132e+07 nChanged 20829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239215 members 
Mstep: Class 2 contains 93351 members 
Entering Unmasked Estep 
Score: -40401060.000000 Penalty: 6306.438477
	Iteration 46F: 3 clusters Score -4.040106e+07 nChanged 22707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261916 members 
Mstep: Class 2 contains 70650 members 
Entering Unmasked Estep 
Score: -40404488.000000 Penalty: 6306.438477
	Iteration 47F: 3 clusters Score -4.040449e+07 nChanged 21969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283849 members 
Mstep: Class 2 contains 48717 members 
Entering Unmasked Estep 
Score: -40409336.000000 Penalty: 6306.438477
	Iteration 48F: 3 clusters Score -4.040934e+07 nChanged 18709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302530 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -40415484.000000 Penalty: 6306.438477
	Iteration 49F: 3 clusters Score -4.041548e+07 nChanged 13387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315913 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -40420324.000000 Penalty: 6306.438477
	Iteration 50Q: 3 clusters Score -4.042032e+07 nChanged 8252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324165 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -40423260.000000 Penalty: 6306.438477
	Iteration 51Q: 3 clusters Score -4.042326e+07 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328563 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -40424968.000000 Penalty: 6306.438477
	Iteration 52Q: 3 clusters Score -4.042497e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330589 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -40425740.000000 Penalty: 6306.438477
	Iteration 53Q: 3 clusters Score -4.042574e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331492 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -40426032.000000 Penalty: 6306.438477
	Iteration 54Q: 3 clusters Score -4.042603e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331872 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -40426164.000000 Penalty: 6306.438477
	Iteration 55Q: 3 clusters Score -4.042616e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332038 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -40426224.000000 Penalty: 6306.438477
	Iteration 56Q: 3 clusters Score -4.042622e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332120 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -40426292.000000 Penalty: 6306.438477
	Iteration 57Q: 3 clusters Score -4.042629e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332159 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -40426336.000000 Penalty: 6306.438477
	Iteration 58Q: 3 clusters Score -4.042634e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332181 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -40426364.000000 Penalty: 6306.438477
	Iteration 59Q: 3 clusters Score -4.042636e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332192 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -40426376.000000 Penalty: 6306.438477
	Iteration 60F: 3 clusters Score -4.042638e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332203 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -40426412.000000 Penalty: 6306.438477
	Iteration 61Q: 3 clusters Score -4.042641e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332215 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -40426408.000000 Penalty: 6306.438477
	Iteration 62Q: 3 clusters Score -4.042641e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332226 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -40426408.000000 Penalty: 6306.438477
	Iteration 63Q: 3 clusters Score -4.042641e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332233 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -40426424.000000 Penalty: 6306.438477
	Iteration 64Q: 3 clusters Score -4.042642e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332240 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -40426416.000000 Penalty: 6306.438477
	Iteration 65Q: 3 clusters Score -4.042642e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332244 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -40426440.000000 Penalty: 6306.438477
	Iteration 66Q: 3 clusters Score -4.042644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332246 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -40426432.000000 Penalty: 6306.438477
	Iteration 67Q: 3 clusters Score -4.042643e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332246 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -40426440.000000 Penalty: 6306.438477
	Iteration 68Q: 3 clusters Score -4.042644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332247 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -40426436.000000 Penalty: 6306.438477
	Iteration 69Q: 3 clusters Score -4.042644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332249 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -40426476.000000 Penalty: 6306.438477
	Iteration 70Q: 3 clusters Score -4.042648e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332252 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -40426452.000000 Penalty: 6306.438477
	Iteration 71Q: 3 clusters Score -4.042645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332254 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -40426468.000000 Penalty: 6306.438477
	Iteration 72Q: 3 clusters Score -4.042647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332256 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -40426440.000000 Penalty: 6306.438477
	Iteration 73Q: 3 clusters Score -4.042644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332256 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -40426440.000000 Penalty: 6306.438477
	Iteration 74Q: 3 clusters Score -4.042644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332254 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -40426444.000000 Penalty: 6306.438477
	Iteration 75Q: 3 clusters Score -4.042644e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332254 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -40426444.000000 Penalty: 6306.438477
	Iteration 76F: 3 clusters Score -4.042644e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (203842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203842 members 
Entering Unmasked Estep 
Score: -25199002.000000 Penalty: 3031.824951
	Iteration 0F: 2 clusters Score -2.5199e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102021 members 
Mstep: Class 2 contains 101821 members 
Entering Unmasked Estep 
Score: -25065418.000000 Penalty: 6063.649902
	Iteration 0F: 3 clusters Score -2.506542e+07 nChanged 98063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102856 members 
Mstep: Class 2 contains 100986 members 
Entering Unmasked Estep 
Score: -25122842.000000 Penalty: 6063.649902
	Iteration 1F: 3 clusters Score -2.512284e+07 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103764 members 
Mstep: Class 2 contains 100078 members 
Entering Unmasked Estep 
Score: -25124264.000000 Penalty: 6063.649902
	Iteration 2Q: 3 clusters Score -2.512426e+07 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105216 members 
Mstep: Class 2 contains 98626 members 
Entering Unmasked Estep 
Score: -25125816.000000 Penalty: 6063.649902
	Iteration 3Q: 3 clusters Score -2.512582e+07 nChanged 6446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107532 members 
Mstep: Class 2 contains 96310 members 
Entering Unmasked Estep 
Score: -25127682.000000 Penalty: 6063.649902
	Iteration 4Q: 3 clusters Score -2.512768e+07 nChanged 7233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110937 members 
Mstep: Class 2 contains 92905 members 
Entering Unmasked Estep 
Score: -25130488.000000 Penalty: 6063.649902
	Iteration 5Q: 3 clusters Score -2.513049e+07 nChanged 8371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115696 members 
Mstep: Class 2 contains 88146 members 
Entering Unmasked Estep 
Score: -25134318.000000 Penalty: 6063.649902
	Iteration 6Q: 3 clusters Score -2.513432e+07 nChanged 9795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122007 members 
Mstep: Class 2 contains 81835 members 
Entering Unmasked Estep 
Score: -25140346.000000 Penalty: 6063.649902
	Iteration 7Q: 3 clusters Score -2.514035e+07 nChanged 11041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129232 members 
Mstep: Class 2 contains 74610 members 
Entering Unmasked Estep 
Score: -25148940.000000 Penalty: 6063.649902
	Iteration 8F: 3 clusters Score -2.514894e+07 nChanged 12017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136105 members 
Mstep: Class 2 contains 67737 members 
Entering Unmasked Estep 
Score: -25159266.000000 Penalty: 6063.649902
	Iteration 9F: 3 clusters Score -2.515927e+07 nChanged 12128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141137 members 
Mstep: Class 2 contains 62705 members 
Entering Unmasked Estep 
Score: -25169886.000000 Penalty: 6063.649902
	Iteration 10F: 3 clusters Score -2.516989e+07 nChanged 10894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143575 members 
Mstep: Class 2 contains 60267 members 
Entering Unmasked Estep 
Score: -25177704.000000 Penalty: 6063.649902
	Iteration 11F: 3 clusters Score -2.51777e+07 nChanged 8470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144711 members 
Mstep: Class 2 contains 59131 members 
Entering Unmasked Estep 
Score: -25181990.000000 Penalty: 6063.649902
	Iteration 12Q: 3 clusters Score -2.518199e+07 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145492 members 
Mstep: Class 2 contains 58350 members 
Entering Unmasked Estep 
Score: -25184420.000000 Penalty: 6063.649902
	Iteration 13Q: 3 clusters Score -2.518442e+07 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146070 members 
Mstep: Class 2 contains 57772 members 
Entering Unmasked Estep 
Score: -25185764.000000 Penalty: 6063.649902
	Iteration 14Q: 3 clusters Score -2.518576e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146434 members 
Mstep: Class 2 contains 57408 members 
Entering Unmasked Estep 
Score: -25186656.000000 Penalty: 6063.649902
	Iteration 15Q: 3 clusters Score -2.518666e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146683 members 
Mstep: Class 2 contains 57159 members 
Entering Unmasked Estep 
Score: -25187502.000000 Penalty: 6063.649902
	Iteration 16Q: 3 clusters Score -2.51875e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146757 members 
Mstep: Class 2 contains 57085 members 
Entering Unmasked Estep 
Score: -25188310.000000 Penalty: 6063.649902
	Iteration 17Q: 3 clusters Score -2.518831e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146721 members 
Mstep: Class 2 contains 57121 members 
Entering Unmasked Estep 
Score: -25188814.000000 Penalty: 6063.649902
	Iteration 18Q: 3 clusters Score -2.518881e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146585 members 
Mstep: Class 2 contains 57257 members 
Entering Unmasked Estep 
Score: -25189330.000000 Penalty: 6063.649902
	Iteration 19Q: 3 clusters Score -2.518933e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146338 members 
Mstep: Class 2 contains 57504 members 
Entering Unmasked Estep 
Score: -25189834.000000 Penalty: 6063.649902
	Iteration 20F: 3 clusters Score -2.518983e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146086 members 
Mstep: Class 2 contains 57756 members 
Entering Unmasked Estep 
Score: -25190274.000000 Penalty: 6063.649902
	Iteration 21Q: 3 clusters Score -2.519027e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145838 members 
Mstep: Class 2 contains 58004 members 
Entering Unmasked Estep 
Score: -25190666.000000 Penalty: 6063.649902
	Iteration 22Q: 3 clusters Score -2.519067e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145730 members 
Mstep: Class 2 contains 58112 members 
Entering Unmasked Estep 
Score: -25190976.000000 Penalty: 6063.649902
	Iteration 23Q: 3 clusters Score -2.519098e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145726 members 
Mstep: Class 2 contains 58116 members 
Entering Unmasked Estep 
Score: -25191252.000000 Penalty: 6063.649902
	Iteration 24Q: 3 clusters Score -2.519125e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145774 members 
Mstep: Class 2 contains 58068 members 
Entering Unmasked Estep 
Score: -25191418.000000 Penalty: 6063.649902
	Iteration 25Q: 3 clusters Score -2.519142e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145880 members 
Mstep: Class 2 contains 57962 members 
Entering Unmasked Estep 
Score: -25191496.000000 Penalty: 6063.649902
	Iteration 26Q: 3 clusters Score -2.51915e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145976 members 
Mstep: Class 2 contains 57866 members 
Entering Unmasked Estep 
Score: -25191560.000000 Penalty: 6063.649902
	Iteration 27Q: 3 clusters Score -2.519156e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146107 members 
Mstep: Class 2 contains 57735 members 
Entering Unmasked Estep 
Score: -25191602.000000 Penalty: 6063.649902
	Iteration 28Q: 3 clusters Score -2.51916e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146308 members 
Mstep: Class 2 contains 57534 members 
Entering Unmasked Estep 
Score: -25191670.000000 Penalty: 6063.649902
	Iteration 29Q: 3 clusters Score -2.519167e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146523 members 
Mstep: Class 2 contains 57319 members 
Entering Unmasked Estep 
Score: -25191688.000000 Penalty: 6063.649902
	Iteration 30Q: 3 clusters Score -2.519169e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146736 members 
Mstep: Class 2 contains 57106 members 
Entering Unmasked Estep 
Score: -25191750.000000 Penalty: 6063.649902
	Iteration 31Q: 3 clusters Score -2.519175e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146937 members 
Mstep: Class 2 contains 56905 members 
Entering Unmasked Estep 
Score: -25191686.000000 Penalty: 6063.649902
	Iteration 32Q: 3 clusters Score -2.519169e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147139 members 
Mstep: Class 2 contains 56703 members 
Entering Unmasked Estep 
Score: -25191700.000000 Penalty: 6063.649902
	Iteration 33Q: 3 clusters Score -2.51917e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147348 members 
Mstep: Class 2 contains 56494 members 
Entering Unmasked Estep 
Score: -25191712.000000 Penalty: 6063.649902
	Iteration 34Q: 3 clusters Score -2.519171e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147514 members 
Mstep: Class 2 contains 56328 members 
Entering Unmasked Estep 
Score: -25191740.000000 Penalty: 6063.649902
	Iteration 35Q: 3 clusters Score -2.519174e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147698 members 
Mstep: Class 2 contains 56144 members 
Entering Unmasked Estep 
Score: -25191744.000000 Penalty: 6063.649902
	Iteration 36Q: 3 clusters Score -2.519174e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147869 members 
Mstep: Class 2 contains 55973 members 
Entering Unmasked Estep 
Score: -25191732.000000 Penalty: 6063.649902
	Iteration 37Q: 3 clusters Score -2.519173e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148000 members 
Mstep: Class 2 contains 55842 members 
Entering Unmasked Estep 
Score: -25191746.000000 Penalty: 6063.649902
	Iteration 38Q: 3 clusters Score -2.519175e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148101 members 
Mstep: Class 2 contains 55741 members 
Entering Unmasked Estep 
Score: -25191748.000000 Penalty: 6063.649902
	Iteration 39Q: 3 clusters Score -2.519175e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148212 members 
Mstep: Class 2 contains 55630 members 
Entering Unmasked Estep 
Score: -25191734.000000 Penalty: 6063.649902
	Iteration 40F: 3 clusters Score -2.519173e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148345 members 
Mstep: Class 2 contains 55497 members 
Entering Unmasked Estep 
Score: -25191756.000000 Penalty: 6063.649902
	Iteration 41Q: 3 clusters Score -2.519176e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148498 members 
Mstep: Class 2 contains 55344 members 
Entering Unmasked Estep 
Score: -25191710.000000 Penalty: 6063.649902
	Iteration 42Q: 3 clusters Score -2.519171e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148661 members 
Mstep: Class 2 contains 55181 members 
Entering Unmasked Estep 
Score: -25191730.000000 Penalty: 6063.649902
	Iteration 43Q: 3 clusters Score -2.519173e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148799 members 
Mstep: Class 2 contains 55043 members 
Entering Unmasked Estep 
Score: -25191720.000000 Penalty: 6063.649902
	Iteration 44Q: 3 clusters Score -2.519172e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148939 members 
Mstep: Class 2 contains 54903 members 
Entering Unmasked Estep 
Score: -25191736.000000 Penalty: 6063.649902
	Iteration 45Q: 3 clusters Score -2.519174e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149077 members 
Mstep: Class 2 contains 54765 members 
Entering Unmasked Estep 
Score: -25191758.000000 Penalty: 6063.649902
	Iteration 46Q: 3 clusters Score -2.519176e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149239 members 
Mstep: Class 2 contains 54603 members 
Entering Unmasked Estep 
Score: -25191752.000000 Penalty: 6063.649902
	Iteration 47Q: 3 clusters Score -2.519175e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149379 members 
Mstep: Class 2 contains 54463 members 
Entering Unmasked Estep 
Score: -25191742.000000 Penalty: 6063.649902
	Iteration 48Q: 3 clusters Score -2.519174e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149510 members 
Mstep: Class 2 contains 54332 members 
Entering Unmasked Estep 
Score: -25191750.000000 Penalty: 6063.649902
	Iteration 49Q: 3 clusters Score -2.519175e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149676 members 
Mstep: Class 2 contains 54166 members 
Entering Unmasked Estep 
Score: -25191742.000000 Penalty: 6063.649902
	Iteration 50Q: 3 clusters Score -2.519174e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149817 members 
Mstep: Class 2 contains 54025 members 
Entering Unmasked Estep 
Score: -25191728.000000 Penalty: 6063.649902
	Iteration 51Q: 3 clusters Score -2.519173e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149958 members 
Mstep: Class 2 contains 53884 members 
Entering Unmasked Estep 
Score: -25191750.000000 Penalty: 6063.649902
	Iteration 52Q: 3 clusters Score -2.519175e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150126 members 
Mstep: Class 2 contains 53716 members 
Entering Unmasked Estep 
Score: -25191780.000000 Penalty: 6063.649902
	Iteration 53Q: 3 clusters Score -2.519178e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150269 members 
Mstep: Class 2 contains 53573 members 
Entering Unmasked Estep 
Score: -25191792.000000 Penalty: 6063.649902
	Iteration 54Q: 3 clusters Score -2.519179e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150404 members 
Mstep: Class 2 contains 53438 members 
Entering Unmasked Estep 
Score: -25191780.000000 Penalty: 6063.649902
	Iteration 55Q: 3 clusters Score -2.519178e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150531 members 
Mstep: Class 2 contains 53311 members 
Entering Unmasked Estep 
Score: -25191756.000000 Penalty: 6063.649902
	Iteration 56Q: 3 clusters Score -2.519176e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150636 members 
Mstep: Class 2 contains 53206 members 
Entering Unmasked Estep 
Score: -25191764.000000 Penalty: 6063.649902
	Iteration 57Q: 3 clusters Score -2.519176e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150753 members 
Mstep: Class 2 contains 53089 members 
Entering Unmasked Estep 
Score: -25191742.000000 Penalty: 6063.649902
	Iteration 58Q: 3 clusters Score -2.519174e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150885 members 
Mstep: Class 2 contains 52957 members 
Entering Unmasked Estep 
Score: -25191720.000000 Penalty: 6063.649902
	Iteration 59Q: 3 clusters Score -2.519172e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151008 members 
Mstep: Class 2 contains 52834 members 
Entering Unmasked Estep 
Score: -25191746.000000 Penalty: 6063.649902
	Iteration 60F: 3 clusters Score -2.519175e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151125 members 
Mstep: Class 2 contains 52717 members 
Entering Unmasked Estep 
Score: -25191790.000000 Penalty: 6063.649902
	Iteration 61Q: 3 clusters Score -2.519179e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151235 members 
Mstep: Class 2 contains 52607 members 
Entering Unmasked Estep 
Score: -25191804.000000 Penalty: 6063.649902
	Iteration 62Q: 3 clusters Score -2.51918e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151354 members 
Mstep: Class 2 contains 52488 members 
Entering Unmasked Estep 
Score: -25191780.000000 Penalty: 6063.649902
	Iteration 63Q: 3 clusters Score -2.519178e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151503 members 
Mstep: Class 2 contains 52339 members 
Entering Unmasked Estep 
Score: -25191824.000000 Penalty: 6063.649902
	Iteration 64Q: 3 clusters Score -2.519182e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151650 members 
Mstep: Class 2 contains 52192 members 
Entering Unmasked Estep 
Score: -25191812.000000 Penalty: 6063.649902
	Iteration 65Q: 3 clusters Score -2.519181e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151768 members 
Mstep: Class 2 contains 52074 members 
Entering Unmasked Estep 
Score: -25191804.000000 Penalty: 6063.649902
	Iteration 66Q: 3 clusters Score -2.51918e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151891 members 
Mstep: Class 2 contains 51951 members 
Entering Unmasked Estep 
Score: -25191782.000000 Penalty: 6063.649902
	Iteration 67Q: 3 clusters Score -2.519178e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152005 members 
Mstep: Class 2 contains 51837 members 
Entering Unmasked Estep 
Score: -25191818.000000 Penalty: 6063.649902
	Iteration 68Q: 3 clusters Score -2.519182e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152142 members 
Mstep: Class 2 contains 51700 members 
Entering Unmasked Estep 
Score: -25191826.000000 Penalty: 6063.649902
	Iteration 69Q: 3 clusters Score -2.519183e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152301 members 
Mstep: Class 2 contains 51541 members 
Entering Unmasked Estep 
Score: -25191808.000000 Penalty: 6063.649902
	Iteration 70Q: 3 clusters Score -2.519181e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152444 members 
Mstep: Class 2 contains 51398 members 
Entering Unmasked Estep 
Score: -25191812.000000 Penalty: 6063.649902
	Iteration 71Q: 3 clusters Score -2.519181e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152583 members 
Mstep: Class 2 contains 51259 members 
Entering Unmasked Estep 
Score: -25191814.000000 Penalty: 6063.649902
	Iteration 72Q: 3 clusters Score -2.519181e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152717 members 
Mstep: Class 2 contains 51125 members 
Entering Unmasked Estep 
Score: -25191826.000000 Penalty: 6063.649902
	Iteration 73Q: 3 clusters Score -2.519183e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152838 members 
Mstep: Class 2 contains 51004 members 
Entering Unmasked Estep 
Score: -25191844.000000 Penalty: 6063.649902
	Iteration 74Q: 3 clusters Score -2.519184e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152966 members 
Mstep: Class 2 contains 50876 members 
Entering Unmasked Estep 
Score: -25191812.000000 Penalty: 6063.649902
	Iteration 75Q: 3 clusters Score -2.519181e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153100 members 
Mstep: Class 2 contains 50742 members 
Entering Unmasked Estep 
Score: -25191830.000000 Penalty: 6063.649902
	Iteration 76Q: 3 clusters Score -2.519183e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153225 members 
Mstep: Class 2 contains 50617 members 
Entering Unmasked Estep 
Score: -25191898.000000 Penalty: 6063.649902
	Iteration 77Q: 3 clusters Score -2.51919e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153348 members 
Mstep: Class 2 contains 50494 members 
Entering Unmasked Estep 
Score: -25191914.000000 Penalty: 6063.649902
	Iteration 78Q: 3 clusters Score -2.519191e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153471 members 
Mstep: Class 2 contains 50371 members 
Entering Unmasked Estep 
Score: -25191944.000000 Penalty: 6063.649902
	Iteration 79Q: 3 clusters Score -2.519194e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153621 members 
Mstep: Class 2 contains 50221 members 
Entering Unmasked Estep 
Score: -25191932.000000 Penalty: 6063.649902
	Iteration 80F: 3 clusters Score -2.519193e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153773 members 
Mstep: Class 2 contains 50069 members 
Entering Unmasked Estep 
Score: -25191914.000000 Penalty: 6063.649902
	Iteration 81Q: 3 clusters Score -2.519191e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153920 members 
Mstep: Class 2 contains 49922 members 
Entering Unmasked Estep 
Score: -25191948.000000 Penalty: 6063.649902
	Iteration 82Q: 3 clusters Score -2.519195e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154084 members 
Mstep: Class 2 contains 49758 members 
Entering Unmasked Estep 
Score: -25191956.000000 Penalty: 6063.649902
	Iteration 83Q: 3 clusters Score -2.519196e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154253 members 
Mstep: Class 2 contains 49589 members 
Entering Unmasked Estep 
Score: -25192004.000000 Penalty: 6063.649902
	Iteration 84Q: 3 clusters Score -2.5192e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154433 members 
Mstep: Class 2 contains 49409 members 
Entering Unmasked Estep 
Score: -25192046.000000 Penalty: 6063.649902
	Iteration 85Q: 3 clusters Score -2.519205e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154629 members 
Mstep: Class 2 contains 49213 members 
Entering Unmasked Estep 
Score: -25192032.000000 Penalty: 6063.649902
	Iteration 86Q: 3 clusters Score -2.519203e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154795 members 
Mstep: Class 2 contains 49047 members 
Entering Unmasked Estep 
Score: -25192008.000000 Penalty: 6063.649902
	Iteration 87Q: 3 clusters Score -2.519201e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154954 members 
Mstep: Class 2 contains 48888 members 
Entering Unmasked Estep 
Score: -25192004.000000 Penalty: 6063.649902
	Iteration 88Q: 3 clusters Score -2.5192e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155110 members 
Mstep: Class 2 contains 48732 members 
Entering Unmasked Estep 
Score: -25192036.000000 Penalty: 6063.649902
	Iteration 89Q: 3 clusters Score -2.519204e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155270 members 
Mstep: Class 2 contains 48572 members 
Entering Unmasked Estep 
Score: -25192044.000000 Penalty: 6063.649902
	Iteration 90Q: 3 clusters Score -2.519204e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155435 members 
Mstep: Class 2 contains 48407 members 
Entering Unmasked Estep 
Score: -25192024.000000 Penalty: 6063.649902
	Iteration 91Q: 3 clusters Score -2.519202e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155622 members 
Mstep: Class 2 contains 48220 members 
Entering Unmasked Estep 
Score: -25192064.000000 Penalty: 6063.649902
	Iteration 92Q: 3 clusters Score -2.519206e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155802 members 
Mstep: Class 2 contains 48040 members 
Entering Unmasked Estep 
Score: -25192042.000000 Penalty: 6063.649902
	Iteration 93Q: 3 clusters Score -2.519204e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155975 members 
Mstep: Class 2 contains 47867 members 
Entering Unmasked Estep 
Score: -25192048.000000 Penalty: 6063.649902
	Iteration 94Q: 3 clusters Score -2.519205e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156149 members 
Mstep: Class 2 contains 47693 members 
Entering Unmasked Estep 
Score: -25192046.000000 Penalty: 6063.649902
	Iteration 95Q: 3 clusters Score -2.519205e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156307 members 
Mstep: Class 2 contains 47535 members 
Entering Unmasked Estep 
Score: -25192088.000000 Penalty: 6063.649902
	Iteration 96Q: 3 clusters Score -2.519209e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156447 members 
Mstep: Class 2 contains 47395 members 
Entering Unmasked Estep 
Score: -25192088.000000 Penalty: 6063.649902
	Iteration 97Q: 3 clusters Score -2.519209e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156581 members 
Mstep: Class 2 contains 47261 members 
Entering Unmasked Estep 
Score: -25192098.000000 Penalty: 6063.649902
	Iteration 98Q: 3 clusters Score -2.51921e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156753 members 
Mstep: Class 2 contains 47089 members 
Entering Unmasked Estep 
Score: -25192094.000000 Penalty: 6063.649902
	Iteration 99Q: 3 clusters Score -2.519209e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156927 members 
Mstep: Class 2 contains 46915 members 
Entering Unmasked Estep 
Score: -25192076.000000 Penalty: 6063.649902
	Iteration 100F: 3 clusters Score -2.519208e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157110 members 
Mstep: Class 2 contains 46732 members 
Entering Unmasked Estep 
Score: -25192040.000000 Penalty: 6063.649902
	Iteration 101Q: 3 clusters Score -2.519204e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157308 members 
Mstep: Class 2 contains 46534 members 
Entering Unmasked Estep 
Score: -25192014.000000 Penalty: 6063.649902
	Iteration 102Q: 3 clusters Score -2.519201e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157507 members 
Mstep: Class 2 contains 46335 members 
Entering Unmasked Estep 
Score: -25192000.000000 Penalty: 6063.649902
	Iteration 103Q: 3 clusters Score -2.5192e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157700 members 
Mstep: Class 2 contains 46142 members 
Entering Unmasked Estep 
Score: -25192012.000000 Penalty: 6063.649902
	Iteration 104Q: 3 clusters Score -2.519201e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157901 members 
Mstep: Class 2 contains 45941 members 
Entering Unmasked Estep 
Score: -25192102.000000 Penalty: 6063.649902
	Iteration 105Q: 3 clusters Score -2.51921e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158139 members 
Mstep: Class 2 contains 45703 members 
Entering Unmasked Estep 
Score: -25192158.000000 Penalty: 6063.649902
	Iteration 106Q: 3 clusters Score -2.519216e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158365 members 
Mstep: Class 2 contains 45477 members 
Entering Unmasked Estep 
Score: -25192114.000000 Penalty: 6063.649902
	Iteration 107Q: 3 clusters Score -2.519211e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158610 members 
Mstep: Class 2 contains 45232 members 
Entering Unmasked Estep 
Score: -25192130.000000 Penalty: 6063.649902
	Iteration 108Q: 3 clusters Score -2.519213e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158837 members 
Mstep: Class 2 contains 45005 members 
Entering Unmasked Estep 
Score: -25192088.000000 Penalty: 6063.649902
	Iteration 109Q: 3 clusters Score -2.519209e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159069 members 
Mstep: Class 2 contains 44773 members 
Entering Unmasked Estep 
Score: -25192080.000000 Penalty: 6063.649902
	Iteration 110Q: 3 clusters Score -2.519208e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159272 members 
Mstep: Class 2 contains 44570 members 
Entering Unmasked Estep 
Score: -25192062.000000 Penalty: 6063.649902
	Iteration 111Q: 3 clusters Score -2.519206e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159469 members 
Mstep: Class 2 contains 44373 members 
Entering Unmasked Estep 
Score: -25192042.000000 Penalty: 6063.649902
	Iteration 112Q: 3 clusters Score -2.519204e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159684 members 
Mstep: Class 2 contains 44158 members 
Entering Unmasked Estep 
Score: -25192068.000000 Penalty: 6063.649902
	Iteration 113Q: 3 clusters Score -2.519207e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159916 members 
Mstep: Class 2 contains 43926 members 
Entering Unmasked Estep 
Score: -25192062.000000 Penalty: 6063.649902
	Iteration 114Q: 3 clusters Score -2.519206e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160149 members 
Mstep: Class 2 contains 43693 members 
Entering Unmasked Estep 
Score: -25192074.000000 Penalty: 6063.649902
	Iteration 115Q: 3 clusters Score -2.519207e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160384 members 
Mstep: Class 2 contains 43458 members 
Entering Unmasked Estep 
Score: -25192064.000000 Penalty: 6063.649902
	Iteration 116Q: 3 clusters Score -2.519206e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160640 members 
Mstep: Class 2 contains 43202 members 
Entering Unmasked Estep 
Score: -25192094.000000 Penalty: 6063.649902
	Iteration 117Q: 3 clusters Score -2.519209e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160865 members 
Mstep: Class 2 contains 42977 members 
Entering Unmasked Estep 
Score: -25192098.000000 Penalty: 6063.649902
	Iteration 118Q: 3 clusters Score -2.51921e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161107 members 
Mstep: Class 2 contains 42735 members 
Entering Unmasked Estep 
Score: -25192072.000000 Penalty: 6063.649902
	Iteration 119Q: 3 clusters Score -2.519207e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161302 members 
Mstep: Class 2 contains 42540 members 
Entering Unmasked Estep 
Score: -25192096.000000 Penalty: 6063.649902
	Iteration 120F: 3 clusters Score -2.51921e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161483 members 
Mstep: Class 2 contains 42359 members 
Entering Unmasked Estep 
Score: -25192042.000000 Penalty: 6063.649902
	Iteration 121Q: 3 clusters Score -2.519204e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161659 members 
Mstep: Class 2 contains 42183 members 
Entering Unmasked Estep 
Score: -25192066.000000 Penalty: 6063.649902
	Iteration 122Q: 3 clusters Score -2.519207e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161832 members 
Mstep: Class 2 contains 42010 members 
Entering Unmasked Estep 
Score: -25192096.000000 Penalty: 6063.649902
	Iteration 123Q: 3 clusters Score -2.51921e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162016 members 
Mstep: Class 2 contains 41826 members 
Entering Unmasked Estep 
Score: -25192090.000000 Penalty: 6063.649902
	Iteration 124Q: 3 clusters Score -2.519209e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162211 members 
Mstep: Class 2 contains 41631 members 
Entering Unmasked Estep 
Score: -25192122.000000 Penalty: 6063.649902
	Iteration 125Q: 3 clusters Score -2.519212e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162417 members 
Mstep: Class 2 contains 41425 members 
Entering Unmasked Estep 
Score: -25192126.000000 Penalty: 6063.649902
	Iteration 126Q: 3 clusters Score -2.519213e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162623 members 
Mstep: Class 2 contains 41219 members 
Entering Unmasked Estep 
Score: -25192186.000000 Penalty: 6063.649902
	Iteration 127Q: 3 clusters Score -2.519219e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162813 members 
Mstep: Class 2 contains 41029 members 
Entering Unmasked Estep 
Score: -25192234.000000 Penalty: 6063.649902
	Iteration 128Q: 3 clusters Score -2.519223e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163008 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
Score: -25192256.000000 Penalty: 6063.649902
	Iteration 129Q: 3 clusters Score -2.519226e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163193 members 
Mstep: Class 2 contains 40649 members 
Entering Unmasked Estep 
Score: -25192264.000000 Penalty: 6063.649902
	Iteration 130Q: 3 clusters Score -2.519226e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163409 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -25192266.000000 Penalty: 6063.649902
	Iteration 131Q: 3 clusters Score -2.519227e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163618 members 
Mstep: Class 2 contains 40224 members 
Entering Unmasked Estep 
Score: -25192306.000000 Penalty: 6063.649902
	Iteration 132Q: 3 clusters Score -2.519231e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163847 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -25192368.000000 Penalty: 6063.649902
	Iteration 133Q: 3 clusters Score -2.519237e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164091 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -25192386.000000 Penalty: 6063.649902
	Iteration 134Q: 3 clusters Score -2.519239e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164353 members 
Mstep: Class 2 contains 39489 members 
Entering Unmasked Estep 
Score: -25192432.000000 Penalty: 6063.649902
	Iteration 135Q: 3 clusters Score -2.519243e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164622 members 
Mstep: Class 2 contains 39220 members 
Entering Unmasked Estep 
Score: -25192464.000000 Penalty: 6063.649902
	Iteration 136Q: 3 clusters Score -2.519246e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164881 members 
Mstep: Class 2 contains 38961 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2.519246e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165176 members 
Mstep: Class 2 contains 38666 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2.519246e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165480 members 
Mstep: Class 2 contains 38362 members 
Entering Unmasked Estep 
Score: -25192528.000000 Penalty: 6063.649902
	Iteration 139Q: 3 clusters Score -2.519253e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165779 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -25192536.000000 Penalty: 6063.649902
	Iteration 140F: 3 clusters Score -2.519254e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166054 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -25192632.000000 Penalty: 6063.649902
	Iteration 141Q: 3 clusters Score -2.519263e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166340 members 
Mstep: Class 2 contains 37502 members 
Entering Unmasked Estep 
Score: -25192636.000000 Penalty: 6063.649902
	Iteration 142Q: 3 clusters Score -2.519264e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166601 members 
Mstep: Class 2 contains 37241 members 
Entering Unmasked Estep 
Score: -25192692.000000 Penalty: 6063.649902
	Iteration 143Q: 3 clusters Score -2.519269e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166901 members 
Mstep: Class 2 contains 36941 members 
Entering Unmasked Estep 
Score: -25192710.000000 Penalty: 6063.649902
	Iteration 144Q: 3 clusters Score -2.519271e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167175 members 
Mstep: Class 2 contains 36667 members 
Entering Unmasked Estep 
Score: -25192854.000000 Penalty: 6063.649902
	Iteration 145Q: 3 clusters Score -2.519285e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167494 members 
Mstep: Class 2 contains 36348 members 
Entering Unmasked Estep 
Score: -25192846.000000 Penalty: 6063.649902
	Iteration 146Q: 3 clusters Score -2.519285e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167812 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -25192870.000000 Penalty: 6063.649902
	Iteration 147Q: 3 clusters Score -2.519287e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168097 members 
Mstep: Class 2 contains 35745 members 
Entering Unmasked Estep 
Score: -25192866.000000 Penalty: 6063.649902
	Iteration 148Q: 3 clusters Score -2.519287e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168398 members 
Mstep: Class 2 contains 35444 members 
Entering Unmasked Estep 
Score: -25192878.000000 Penalty: 6063.649902
	Iteration 149Q: 3 clusters Score -2.519288e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168711 members 
Mstep: Class 2 contains 35131 members 
Entering Unmasked Estep 
Score: -25192944.000000 Penalty: 6063.649902
	Iteration 150Q: 3 clusters Score -2.519294e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169010 members 
Mstep: Class 2 contains 34832 members 
Entering Unmasked Estep 
Score: -25192974.000000 Penalty: 6063.649902
	Iteration 151Q: 3 clusters Score -2.519297e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169305 members 
Mstep: Class 2 contains 34537 members 
Entering Unmasked Estep 
Score: -25192998.000000 Penalty: 6063.649902
	Iteration 152Q: 3 clusters Score -2.5193e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169628 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -25193024.000000 Penalty: 6063.649902
	Iteration 153Q: 3 clusters Score -2.519302e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169948 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -25193108.000000 Penalty: 6063.649902
	Iteration 154Q: 3 clusters Score -2.519311e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170309 members 
Mstep: Class 2 contains 33533 members 
Entering Unmasked Estep 
Score: -25193132.000000 Penalty: 6063.649902
	Iteration 155Q: 3 clusters Score -2.519313e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170696 members 
Mstep: Class 2 contains 33146 members 
Entering Unmasked Estep 
Score: -25193184.000000 Penalty: 6063.649902
	Iteration 156Q: 3 clusters Score -2.519318e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171075 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -25193194.000000 Penalty: 6063.649902
	Iteration 157Q: 3 clusters Score -2.519319e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171489 members 
Mstep: Class 2 contains 32353 members 
Entering Unmasked Estep 
Score: -25193256.000000 Penalty: 6063.649902
	Iteration 158Q: 3 clusters Score -2.519326e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171915 members 
Mstep: Class 2 contains 31927 members 
Entering Unmasked Estep 
Score: -25193260.000000 Penalty: 6063.649902
	Iteration 159Q: 3 clusters Score -2.519326e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172326 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -25193320.000000 Penalty: 6063.649902
	Iteration 160F: 3 clusters Score -2.519332e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172748 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
Score: -25193362.000000 Penalty: 6063.649902
	Iteration 161Q: 3 clusters Score -2.519336e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173165 members 
Mstep: Class 2 contains 30677 members 
Entering Unmasked Estep 
Score: -25193368.000000 Penalty: 6063.649902
	Iteration 162Q: 3 clusters Score -2.519337e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173580 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -25193384.000000 Penalty: 6063.649902
	Iteration 163Q: 3 clusters Score -2.519338e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174036 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -25193328.000000 Penalty: 6063.649902
	Iteration 164Q: 3 clusters Score -2.519333e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174541 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -25193360.000000 Penalty: 6063.649902
	Iteration 165Q: 3 clusters Score -2.519336e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175065 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
Score: -25193424.000000 Penalty: 6063.649902
	Iteration 166Q: 3 clusters Score -2.519342e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175601 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -25193480.000000 Penalty: 6063.649902
	Iteration 167Q: 3 clusters Score -2.519348e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176151 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -25193512.000000 Penalty: 6063.649902
	Iteration 168Q: 3 clusters Score -2.519351e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176743 members 
Mstep: Class 2 contains 27099 members 
Entering Unmasked Estep 
Score: -25193482.000000 Penalty: 6063.649902
	Iteration 169Q: 3 clusters Score -2.519348e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177357 members 
Mstep: Class 2 contains 26485 members 
Entering Unmasked Estep 
Score: -25193658.000000 Penalty: 6063.649902
	Iteration 170Q: 3 clusters Score -2.519366e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177937 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -25193766.000000 Penalty: 6063.649902
	Iteration 171Q: 3 clusters Score -2.519377e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178557 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -25193868.000000 Penalty: 6063.649902
	Iteration 172Q: 3 clusters Score -2.519387e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179167 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -25193924.000000 Penalty: 6063.649902
	Iteration 173Q: 3 clusters Score -2.519392e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179815 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -25193952.000000 Penalty: 6063.649902
	Iteration 174Q: 3 clusters Score -2.519395e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180501 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -2.519398e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181241 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -25194136.000000 Penalty: 6063.649902
	Iteration 176Q: 3 clusters Score -2.519414e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182099 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -25194318.000000 Penalty: 6063.649902
	Iteration 177Q: 3 clusters Score -2.519432e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182997 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -25194532.000000 Penalty: 6063.649902
	Iteration 178Q: 3 clusters Score -2.519453e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183926 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -25194566.000000 Penalty: 6063.649902
	Iteration 179Q: 3 clusters Score -2.519457e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184873 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -25194750.000000 Penalty: 6063.649902
	Iteration 180F: 3 clusters Score -2.519475e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185867 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -25194904.000000 Penalty: 6063.649902
	Iteration 181Q: 3 clusters Score -2.51949e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186892 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -25195086.000000 Penalty: 6063.649902
	Iteration 182Q: 3 clusters Score -2.519509e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187892 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -25195188.000000 Penalty: 6063.649902
	Iteration 183Q: 3 clusters Score -2.519519e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188898 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -25195274.000000 Penalty: 6063.649902
	Iteration 184Q: 3 clusters Score -2.519527e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189836 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -25195380.000000 Penalty: 6063.649902
	Iteration 185Q: 3 clusters Score -2.519538e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190751 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -25195500.000000 Penalty: 6063.649902
	Iteration 186Q: 3 clusters Score -2.51955e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191660 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -25195562.000000 Penalty: 6063.649902
	Iteration 187Q: 3 clusters Score -2.519556e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192473 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -25195720.000000 Penalty: 6063.649902
	Iteration 188Q: 3 clusters Score -2.519572e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193233 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -25195826.000000 Penalty: 6063.649902
	Iteration 189Q: 3 clusters Score -2.519583e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193931 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -25195914.000000 Penalty: 6063.649902
	Iteration 190Q: 3 clusters Score -2.519591e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194563 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -25195990.000000 Penalty: 6063.649902
	Iteration 191Q: 3 clusters Score -2.519599e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195139 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -25196122.000000 Penalty: 6063.649902
	Iteration 192Q: 3 clusters Score -2.519612e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195693 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -25196184.000000 Penalty: 6063.649902
	Iteration 193Q: 3 clusters Score -2.519618e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196202 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -25196200.000000 Penalty: 6063.649902
	Iteration 194Q: 3 clusters Score -2.51962e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196687 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -25196310.000000 Penalty: 6063.649902
	Iteration 195Q: 3 clusters Score -2.519631e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197123 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -25196392.000000 Penalty: 6063.649902
	Iteration 196Q: 3 clusters Score -2.519639e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197499 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -25196454.000000 Penalty: 6063.649902
	Iteration 197Q: 3 clusters Score -2.519645e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197853 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -25196460.000000 Penalty: 6063.649902
	Iteration 198Q: 3 clusters Score -2.519646e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198145 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -25196528.000000 Penalty: 6063.649902
	Iteration 199Q: 3 clusters Score -2.519653e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198440 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -25196574.000000 Penalty: 6063.649902
	Iteration 200F: 3 clusters Score -2.519657e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198711 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -25196622.000000 Penalty: 6063.649902
	Iteration 201Q: 3 clusters Score -2.519662e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198965 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -25196698.000000 Penalty: 6063.649902
	Iteration 202Q: 3 clusters Score -2.51967e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199194 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -25196716.000000 Penalty: 6063.649902
	Iteration 203Q: 3 clusters Score -2.519672e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199385 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -25196730.000000 Penalty: 6063.649902
	Iteration 204Q: 3 clusters Score -2.519673e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199542 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -25196756.000000 Penalty: 6063.649902
	Iteration 205Q: 3 clusters Score -2.519676e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199671 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -25196798.000000 Penalty: 6063.649902
	Iteration 206Q: 3 clusters Score -2.51968e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199804 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -25196780.000000 Penalty: 6063.649902
	Iteration 207Q: 3 clusters Score -2.519678e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199913 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -25196810.000000 Penalty: 6063.649902
	Iteration 208Q: 3 clusters Score -2.519681e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200023 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -25196844.000000 Penalty: 6063.649902
	Iteration 209Q: 3 clusters Score -2.519684e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200127 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -25196878.000000 Penalty: 6063.649902
	Iteration 210Q: 3 clusters Score -2.519688e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200199 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -25196862.000000 Penalty: 6063.649902
	Iteration 211Q: 3 clusters Score -2.519686e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200262 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -25196884.000000 Penalty: 6063.649902
	Iteration 212Q: 3 clusters Score -2.519688e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200327 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -25196926.000000 Penalty: 6063.649902
	Iteration 213Q: 3 clusters Score -2.519693e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200371 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -25196920.000000 Penalty: 6063.649902
	Iteration 214Q: 3 clusters Score -2.519692e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200422 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -25196954.000000 Penalty: 6063.649902
	Iteration 215Q: 3 clusters Score -2.519695e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200483 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -25196942.000000 Penalty: 6063.649902
	Iteration 216Q: 3 clusters Score -2.519694e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200534 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -25196950.000000 Penalty: 6063.649902
	Iteration 217Q: 3 clusters Score -2.519695e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200579 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -25196974.000000 Penalty: 6063.649902
	Iteration 218Q: 3 clusters Score -2.519697e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200628 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -25196956.000000 Penalty: 6063.649902
	Iteration 219Q: 3 clusters Score -2.519696e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200681 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -25196974.000000 Penalty: 6063.649902
	Iteration 220F: 3 clusters Score -2.519697e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200717 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -25196964.000000 Penalty: 6063.649902
	Iteration 221Q: 3 clusters Score -2.519696e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200746 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -25196974.000000 Penalty: 6063.649902
	Iteration 222Q: 3 clusters Score -2.519697e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200769 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -25197012.000000 Penalty: 6063.649902
	Iteration 223Q: 3 clusters Score -2.519701e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200789 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -25197022.000000 Penalty: 6063.649902
	Iteration 224Q: 3 clusters Score -2.519702e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200805 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -25197020.000000 Penalty: 6063.649902
	Iteration 225Q: 3 clusters Score -2.519702e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200819 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -25197020.000000 Penalty: 6063.649902
	Iteration 226Q: 3 clusters Score -2.519702e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200835 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -25197040.000000 Penalty: 6063.649902
	Iteration 227Q: 3 clusters Score -2.519704e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200845 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -25197026.000000 Penalty: 6063.649902
	Iteration 228Q: 3 clusters Score -2.519703e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200855 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -25197048.000000 Penalty: 6063.649902
	Iteration 229Q: 3 clusters Score -2.519705e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200865 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -25197042.000000 Penalty: 6063.649902
	Iteration 230Q: 3 clusters Score -2.519704e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200878 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -25197064.000000 Penalty: 6063.649902
	Iteration 231Q: 3 clusters Score -2.519706e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200887 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -25197044.000000 Penalty: 6063.649902
	Iteration 232Q: 3 clusters Score -2.519704e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200903 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -25197044.000000 Penalty: 6063.649902
	Iteration 233Q: 3 clusters Score -2.519704e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200916 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -25197050.000000 Penalty: 6063.649902
	Iteration 234Q: 3 clusters Score -2.519705e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200919 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -25197066.000000 Penalty: 6063.649902
	Iteration 235Q: 3 clusters Score -2.519707e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200929 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -25197076.000000 Penalty: 6063.649902
	Iteration 236Q: 3 clusters Score -2.519708e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200940 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -25197076.000000 Penalty: 6063.649902
	Iteration 237Q: 3 clusters Score -2.519708e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200957 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -25197082.000000 Penalty: 6063.649902
	Iteration 238Q: 3 clusters Score -2.519708e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200971 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -25197060.000000 Penalty: 6063.649902
	Iteration 239Q: 3 clusters Score -2.519706e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200984 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -25197054.000000 Penalty: 6063.649902
	Iteration 240F: 3 clusters Score -2.519705e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200989 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -25197060.000000 Penalty: 6063.649902
	Iteration 241Q: 3 clusters Score -2.519706e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201001 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -25197062.000000 Penalty: 6063.649902
	Iteration 242Q: 3 clusters Score -2.519706e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201012 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -25197076.000000 Penalty: 6063.649902
	Iteration 243Q: 3 clusters Score -2.519708e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201025 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -25197066.000000 Penalty: 6063.649902
	Iteration 244Q: 3 clusters Score -2.519707e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201042 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -25197074.000000 Penalty: 6063.649902
	Iteration 245Q: 3 clusters Score -2.519707e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201055 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -25197084.000000 Penalty: 6063.649902
	Iteration 246Q: 3 clusters Score -2.519708e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201063 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -25197076.000000 Penalty: 6063.649902
	Iteration 247Q: 3 clusters Score -2.519708e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201071 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -25197094.000000 Penalty: 6063.649902
	Iteration 248Q: 3 clusters Score -2.519709e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201078 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -25197080.000000 Penalty: 6063.649902
	Iteration 249Q: 3 clusters Score -2.519708e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201086 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -25197082.000000 Penalty: 6063.649902
	Iteration 250Q: 3 clusters Score -2.519708e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201090 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -25197072.000000 Penalty: 6063.649902
	Iteration 251Q: 3 clusters Score -2.519707e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201095 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -25197070.000000 Penalty: 6063.649902
	Iteration 252Q: 3 clusters Score -2.519707e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201101 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -25197068.000000 Penalty: 6063.649902
	Iteration 253Q: 3 clusters Score -2.519707e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201107 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -25197072.000000 Penalty: 6063.649902
	Iteration 254Q: 3 clusters Score -2.519707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201111 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -25197066.000000 Penalty: 6063.649902
	Iteration 255Q: 3 clusters Score -2.519707e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201112 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -25197058.000000 Penalty: 6063.649902
	Iteration 256Q: 3 clusters Score -2.519706e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201113 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -25197058.000000 Penalty: 6063.649902
	Iteration 257Q: 3 clusters Score -2.519706e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201113 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -25197058.000000 Penalty: 6063.649902
	Iteration 258F: 3 clusters Score -2.519706e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Entering Unmasked Estep 
Score: -100890.062500 Penalty: 1718.034424
	Iteration 0F: 2 clusters Score -100890.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -99000.687500 Penalty: 3436.068848
	Iteration 0F: 3 clusters Score -99000.69 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -99502.648438 Penalty: 3436.068848
	Iteration 1F: 3 clusters Score -99502.65 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -99801.601562 Penalty: 3436.068848
	Iteration 2F: 3 clusters Score -99801.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -100045.664062 Penalty: 3436.068848
	Iteration 3F: 3 clusters Score -100045.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -100192.773438 Penalty: 3436.068848
	Iteration 4F: 3 clusters Score -100192.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -100290.460938 Penalty: 3436.068848
	Iteration 5Q: 3 clusters Score -100290.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -100328.976562 Penalty: 3436.068848
	Iteration 6Q: 3 clusters Score -100329 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -100378.554688 Penalty: 3436.068848
	Iteration 7Q: 3 clusters Score -100378.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -100413.570312 Penalty: 3436.068848
	Iteration 8Q: 3 clusters Score -100413.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -100434.093750 Penalty: 3436.068848
	Iteration 9Q: 3 clusters Score -100434.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -100454.585938 Penalty: 3436.068848
	Iteration 10Q: 3 clusters Score -100454.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -100458.929688 Penalty: 3436.068848
	Iteration 11Q: 3 clusters Score -100458.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -100463.898438 Penalty: 3436.068848
	Iteration 12Q: 3 clusters Score -100463.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -100471.914062 Penalty: 3436.068848
	Iteration 13Q: 3 clusters Score -100471.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -100475.976562 Penalty: 3436.068848
	Iteration 14Q: 3 clusters Score -100476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -100477.125000 Penalty: 3436.068848
	Iteration 15Q: 3 clusters Score -100477.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -100477.937500 Penalty: 3436.068848
	Iteration 16Q: 3 clusters Score -100477.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -100478.914062 Penalty: 3436.068848
	Iteration 17Q: 3 clusters Score -100478.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -100478.914062 Penalty: 3436.068848
	Iteration 18F: 3 clusters Score -100478.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Entering Unmasked Estep 
Score: -1166634.250000 Penalty: 2286.165039
	Iteration 0F: 2 clusters Score -1166634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1158909.750000 Penalty: 4572.330078
	Iteration 0F: 3 clusters Score -1158910 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1161153.375000 Penalty: 4572.330078
	Iteration 1F: 3 clusters Score -1161153 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1161467.375000 Penalty: 4572.330078
	Iteration 2F: 3 clusters Score -1161467 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1161716.750000 Penalty: 4572.330078
	Iteration 3F: 3 clusters Score -1161717 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1161913.750000 Penalty: 4572.330078
	Iteration 4Q: 3 clusters Score -1161914 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1162038.625000 Penalty: 4572.330078
	Iteration 5Q: 3 clusters Score -1162039 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1162165.500000 Penalty: 4572.330078
	Iteration 6Q: 3 clusters Score -1162166 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1162296.875000 Penalty: 4572.330078
	Iteration 7Q: 3 clusters Score -1162297 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1162432.000000 Penalty: 4572.330078
	Iteration 8Q: 3 clusters Score -1162432 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1162562.375000 Penalty: 4572.330078
	Iteration 9Q: 3 clusters Score -1162562 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1162692.750000 Penalty: 4572.330078
	Iteration 10Q: 3 clusters Score -1162693 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1162821.250000 Penalty: 4572.330078
	Iteration 11Q: 3 clusters Score -1162821 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1162954.750000 Penalty: 4572.330078
	Iteration 12Q: 3 clusters Score -1162955 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1163092.500000 Penalty: 4572.330078
	Iteration 13Q: 3 clusters Score -1163092 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1163244.375000 Penalty: 4572.330078
	Iteration 14Q: 3 clusters Score -1163244 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1163407.625000 Penalty: 4572.330078
	Iteration 15Q: 3 clusters Score -1163408 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1163595.500000 Penalty: 4572.330078
	Iteration 16Q: 3 clusters Score -1163596 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1163802.875000 Penalty: 4572.330078
	Iteration 17Q: 3 clusters Score -1163803 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1164015.875000 Penalty: 4572.330078
	Iteration 18Q: 3 clusters Score -1164016 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1164204.250000 Penalty: 4572.330078
	Iteration 19Q: 3 clusters Score -1164204 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1164340.125000 Penalty: 4572.330078
	Iteration 20F: 3 clusters Score -1164340 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1164415.000000 Penalty: 4572.330078
	Iteration 21Q: 3 clusters Score -1164415 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1164450.250000 Penalty: 4572.330078
	Iteration 22Q: 3 clusters Score -1164450 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1164486.625000 Penalty: 4572.330078
	Iteration 23Q: 3 clusters Score -1164487 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1164498.125000 Penalty: 4572.330078
	Iteration 24Q: 3 clusters Score -1164498 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1164510.875000 Penalty: 4572.330078
	Iteration 25Q: 3 clusters Score -1164511 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1164523.500000 Penalty: 4572.330078
	Iteration 26Q: 3 clusters Score -1164524 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1164529.875000 Penalty: 4572.330078
	Iteration 27Q: 3 clusters Score -1164530 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1164538.250000 Penalty: 4572.330078
	Iteration 28Q: 3 clusters Score -1164538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1164540.500000 Penalty: 4572.330078
	Iteration 29Q: 3 clusters Score -1164540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1164543.875000 Penalty: 4572.330078
	Iteration 30Q: 3 clusters Score -1164544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1164543.125000 Penalty: 4572.330078
	Iteration 31Q: 3 clusters Score -1164543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1164543.875000 Penalty: 4572.330078
	Iteration 32Q: 3 clusters Score -1164544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1164545.125000 Penalty: 4572.330078
	Iteration 33Q: 3 clusters Score -1164545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1164546.000000 Penalty: 4572.330078
	Iteration 34Q: 3 clusters Score -1164546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1164546.750000 Penalty: 4572.330078
	Iteration 35Q: 3 clusters Score -1164547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1164546.750000 Penalty: 4572.330078
	Iteration 36F: 3 clusters Score -1164547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Entering Unmasked Estep 
Score: -1076742.750000 Penalty: 2257.897217
	Iteration 0F: 2 clusters Score -1076743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1069766.250000 Penalty: 4515.794434
	Iteration 0F: 3 clusters Score -1069766 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1071708.500000 Penalty: 4515.794434
	Iteration 1F: 3 clusters Score -1071708 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1072014.375000 Penalty: 4515.794434
	Iteration 2F: 3 clusters Score -1072014 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1072250.500000 Penalty: 4515.794434
	Iteration 3F: 3 clusters Score -1072250 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1072475.250000 Penalty: 4515.794434
	Iteration 4Q: 3 clusters Score -1072475 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1072786.875000 Penalty: 4515.794434
	Iteration 5F: 3 clusters Score -1072787 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1073211.500000 Penalty: 4515.794434
	Iteration 6F: 3 clusters Score -1073212 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1073814.625000 Penalty: 4515.794434
	Iteration 7F: 3 clusters Score -1073815 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1074661.375000 Penalty: 4515.794434
	Iteration 8F: 3 clusters Score -1074661 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1075560.375000 Penalty: 4515.794434
	Iteration 9F: 3 clusters Score -1075560 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1076057.250000 Penalty: 4515.794434
	Iteration 10F: 3 clusters Score -1076057 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1076238.875000 Penalty: 4515.794434
	Iteration 11Q: 3 clusters Score -1076239 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1076328.500000 Penalty: 4515.794434
	Iteration 12Q: 3 clusters Score -1076328 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1076364.125000 Penalty: 4515.794434
	Iteration 13Q: 3 clusters Score -1076364 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1076380.125000 Penalty: 4515.794434
	Iteration 14Q: 3 clusters Score -1076380 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1076386.875000 Penalty: 4515.794434
	Iteration 15Q: 3 clusters Score -1076387 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1076388.875000 Penalty: 4515.794434
	Iteration 16Q: 3 clusters Score -1076389 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1076390.625000 Penalty: 4515.794434
	Iteration 17Q: 3 clusters Score -1076391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1076394.125000 Penalty: 4515.794434
	Iteration 18Q: 3 clusters Score -1076394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1076395.375000 Penalty: 4515.794434
	Iteration 19Q: 3 clusters Score -1076395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1076396.000000 Penalty: 4515.794434
	Iteration 20F: 3 clusters Score -1076396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1076395.875000 Penalty: 4515.794434
	Iteration 21Q: 3 clusters Score -1076396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1076397.625000 Penalty: 4515.794434
	Iteration 22Q: 3 clusters Score -1076398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1076397.625000 Penalty: 4515.794434
	Iteration 23F: 3 clusters Score -1076398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (83365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83365 members 
Entering Unmasked Estep 
Score: -10181719.000000 Penalty: 2810.083984
	Iteration 0F: 2 clusters Score -1.018172e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41697 members 
Mstep: Class 2 contains 41668 members 
Entering Unmasked Estep 
Score: -10125869.000000 Penalty: 5620.167969
	Iteration 0F: 3 clusters Score -1.012587e+07 nChanged 39229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41230 members 
Mstep: Class 2 contains 42135 members 
Entering Unmasked Estep 
Score: -10148993.000000 Penalty: 5620.167969
	Iteration 1F: 3 clusters Score -1.014899e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40795 members 
Mstep: Class 2 contains 42570 members 
Entering Unmasked Estep 
Score: -10150039.000000 Penalty: 5620.167969
	Iteration 2Q: 3 clusters Score -1.015004e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39956 members 
Mstep: Class 2 contains 43409 members 
Entering Unmasked Estep 
Score: -10151258.000000 Penalty: 5620.167969
	Iteration 3Q: 3 clusters Score -1.015126e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 44582 members 
Entering Unmasked Estep 
Score: -10152504.000000 Penalty: 5620.167969
	Iteration 4Q: 3 clusters Score -1.01525e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37352 members 
Mstep: Class 2 contains 46013 members 
Entering Unmasked Estep 
Score: -10153848.000000 Penalty: 5620.167969
	Iteration 5Q: 3 clusters Score -1.015385e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35593 members 
Mstep: Class 2 contains 47772 members 
Entering Unmasked Estep 
Score: -10155371.000000 Penalty: 5620.167969
	Iteration 6Q: 3 clusters Score -1.015537e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33532 members 
Mstep: Class 2 contains 49833 members 
Entering Unmasked Estep 
Score: -10156714.000000 Penalty: 5620.167969
	Iteration 7Q: 3 clusters Score -1.015671e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 52302 members 
Entering Unmasked Estep 
Score: -10158045.000000 Penalty: 5620.167969
	Iteration 8Q: 3 clusters Score -1.015804e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 55275 members 
Entering Unmasked Estep 
Score: -10159706.000000 Penalty: 5620.167969
	Iteration 9Q: 3 clusters Score -1.015971e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 58604 members 
Entering Unmasked Estep 
Score: -10161429.000000 Penalty: 5620.167969
	Iteration 10Q: 3 clusters Score -1.016143e+07 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 62341 members 
Entering Unmasked Estep 
Score: -10163569.000000 Penalty: 5620.167969
	Iteration 11Q: 3 clusters Score -1.016357e+07 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 66532 members 
Entering Unmasked Estep 
Score: -10166417.000000 Penalty: 5620.167969
	Iteration 12F: 3 clusters Score -1.016642e+07 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 70975 members 
Entering Unmasked Estep 
Score: -10169884.000000 Penalty: 5620.167969
	Iteration 13F: 3 clusters Score -1.016988e+07 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 75056 members 
Entering Unmasked Estep 
Score: -10173278.000000 Penalty: 5620.167969
	Iteration 14Q: 3 clusters Score -1.017328e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 78299 members 
Entering Unmasked Estep 
Score: -10176052.000000 Penalty: 5620.167969
	Iteration 15Q: 3 clusters Score -1.017605e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 80385 members 
Entering Unmasked Estep 
Score: -10177779.000000 Penalty: 5620.167969
	Iteration 16Q: 3 clusters Score -1.017778e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 81482 members 
Entering Unmasked Estep 
Score: -10178655.000000 Penalty: 5620.167969
	Iteration 17Q: 3 clusters Score -1.017866e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 82052 members 
Entering Unmasked Estep 
Score: -10179069.000000 Penalty: 5620.167969
	Iteration 18Q: 3 clusters Score -1.017907e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 82340 members 
Entering Unmasked Estep 
Score: -10179243.000000 Penalty: 5620.167969
	Iteration 19Q: 3 clusters Score -1.017924e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 82487 members 
Entering Unmasked Estep 
Score: -10179378.000000 Penalty: 5620.167969
	Iteration 20F: 3 clusters Score -1.017938e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 82549 members 
Entering Unmasked Estep 
Score: -10179460.000000 Penalty: 5620.167969
	Iteration 21Q: 3 clusters Score -1.017946e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 82594 members 
Entering Unmasked Estep 
Score: -10179499.000000 Penalty: 5620.167969
	Iteration 22Q: 3 clusters Score -1.01795e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 82617 members 
Entering Unmasked Estep 
Score: -10179546.000000 Penalty: 5620.167969
	Iteration 23Q: 3 clusters Score -1.017955e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 82635 members 
Entering Unmasked Estep 
Score: -10179563.000000 Penalty: 5620.167969
	Iteration 24Q: 3 clusters Score -1.017956e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 82653 members 
Entering Unmasked Estep 
Score: -10179592.000000 Penalty: 5620.167969
	Iteration 25Q: 3 clusters Score -1.017959e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 82666 members 
Entering Unmasked Estep 
Score: -10179611.000000 Penalty: 5620.167969
	Iteration 26Q: 3 clusters Score -1.017961e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 82677 members 
Entering Unmasked Estep 
Score: -10179630.000000 Penalty: 5620.167969
	Iteration 27Q: 3 clusters Score -1.017963e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 82684 members 
Entering Unmasked Estep 
Score: -10179631.000000 Penalty: 5620.167969
	Iteration 28Q: 3 clusters Score -1.017963e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 82685 members 
Entering Unmasked Estep 
Score: -10179630.000000 Penalty: 5620.167969
	Iteration 29Q: 3 clusters Score -1.017963e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 82685 members 
Entering Unmasked Estep 
Score: -10179647.000000 Penalty: 5620.167969
	Iteration 30Q: 3 clusters Score -1.017965e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 82685 members 
Entering Unmasked Estep 
Score: -10179648.000000 Penalty: 5620.167969
	Iteration 31Q: 3 clusters Score -1.017965e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 82687 members 
Entering Unmasked Estep 
Score: -10179651.000000 Penalty: 5620.167969
	Iteration 32Q: 3 clusters Score -1.017965e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 82690 members 
Entering Unmasked Estep 
Score: -10179658.000000 Penalty: 5620.167969
	Iteration 33Q: 3 clusters Score -1.017966e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 82695 members 
Entering Unmasked Estep 
Score: -10179663.000000 Penalty: 5620.167969
	Iteration 34Q: 3 clusters Score -1.017966e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 82697 members 
Entering Unmasked Estep 
Score: -10179655.000000 Penalty: 5620.167969
	Iteration 35Q: 3 clusters Score -1.017966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 82700 members 
Entering Unmasked Estep 
Score: -10179662.000000 Penalty: 5620.167969
	Iteration 36Q: 3 clusters Score -1.017966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 82702 members 
Entering Unmasked Estep 
Score: -10179663.000000 Penalty: 5620.167969
	Iteration 37Q: 3 clusters Score -1.017966e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 82703 members 
Entering Unmasked Estep 
Score: -10179667.000000 Penalty: 5620.167969
	Iteration 38Q: 3 clusters Score -1.017967e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 82703 members 
Entering Unmasked Estep 
Score: -10179667.000000 Penalty: 5620.167969
	Iteration 39F: 3 clusters Score -1.017967e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Entering Unmasked Estep 
Score: -92034.312500 Penalty: 1705.824951
	Iteration 0F: 2 clusters Score -92034.31 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 456 members 
Entering Unmasked Estep 
Score: -90340.679688 Penalty: 3411.649902
	Iteration 0F: 3 clusters Score -90340.68 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -91116.960938 Penalty: 3411.649902
	Iteration 1F: 3 clusters Score -91116.96 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -91508.335938 Penalty: 3411.649902
	Iteration 2F: 3 clusters Score -91508.34 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -91804.828125 Penalty: 3411.649902
	Iteration 3F: 3 clusters Score -91804.83 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -92206.406250 Penalty: 3411.649902
	Iteration 4F: 3 clusters Score -92206.41 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -92451.429688 Penalty: 3411.649902
	Iteration 5F: 3 clusters Score -92451.43 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -92568.343750 Penalty: 3411.649902
	Iteration 6Q: 3 clusters Score -92568.34 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -92734.156250 Penalty: 3411.649902
	Iteration 7Q: 3 clusters Score -92734.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -92820.304688 Penalty: 3411.649902
	Iteration 8Q: 3 clusters Score -92820.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -92856.265625 Penalty: 3411.649902
	Iteration 9Q: 3 clusters Score -92856.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -92906.828125 Penalty: 3411.649902
	Iteration 10Q: 3 clusters Score -92906.83 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -92960.359375 Penalty: 3411.649902
	Iteration 11Q: 3 clusters Score -92960.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -92991.781250 Penalty: 3411.649902
	Iteration 12Q: 3 clusters Score -92991.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -93047.000000 Penalty: 3411.649902
	Iteration 13Q: 3 clusters Score -93047 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -93145.109375 Penalty: 3411.649902
	Iteration 14Q: 3 clusters Score -93145.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -93245.687500 Penalty: 3411.649902
	Iteration 15Q: 3 clusters Score -93245.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -93277.687500 Penalty: 3411.649902
	Iteration 16Q: 3 clusters Score -93277.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -93333.406250 Penalty: 3411.649902
	Iteration 17Q: 3 clusters Score -93333.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -93373.468750 Penalty: 3411.649902
	Iteration 18Q: 3 clusters Score -93373.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -93454.453125 Penalty: 3411.649902
	Iteration 19Q: 3 clusters Score -93454.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -93565.296875 Penalty: 3411.649902
	Iteration 20F: 3 clusters Score -93565.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -93670.757812 Penalty: 3411.649902
	Iteration 21Q: 3 clusters Score -93670.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -93737.601562 Penalty: 3411.649902
	Iteration 22Q: 3 clusters Score -93737.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -93836.921875 Penalty: 3411.649902
	Iteration 23Q: 3 clusters Score -93836.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -94008.101562 Penalty: 3411.649902
	Iteration 24Q: 3 clusters Score -94008.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -94078.132812 Penalty: 3411.649902
	Iteration 25Q: 3 clusters Score -94078.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -94122.617188 Penalty: 3411.649902
	Iteration 26Q: 3 clusters Score -94122.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -94124.953125 Penalty: 3411.649902
	Iteration 27Q: 3 clusters Score -94124.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -94126.359375 Penalty: 3411.649902
	Iteration 28Q: 3 clusters Score -94126.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -94127.296875 Penalty: 3411.649902
	Iteration 29F: 3 clusters Score -94127.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -94137.984375 Penalty: 3411.649902
	Iteration 30Q: 3 clusters Score -94137.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -94154.640625 Penalty: 3411.649902
	Iteration 31Q: 3 clusters Score -94154.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -94164.484375 Penalty: 3411.649902
	Iteration 32Q: 3 clusters Score -94164.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -94168.304688 Penalty: 3411.649902
	Iteration 33Q: 3 clusters Score -94168.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -94168.304688 Penalty: 3411.649902
	Iteration 34F: 3 clusters Score -94168.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 13796 members 
Mstep: Class 3 contains 13794 members 
Mstep: Class 4 contains 3294 members 
Mstep: Class 5 contains 42447 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4508 members 
Mstep: Class 8 contains 196161 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28483 members 
Mstep: Class 11 contains 17081 members 
Mstep: Class 12 contains 16728 members 
Mstep: Class 13 contains 56084 members 
Mstep: Class 14 contains 155805 members 
Mstep: Class 15 contains 29979 members 
Mstep: Class 16 contains 11571 members 
Mstep: Class 17 contains 10082 members 
Mstep: Class 18 contains 9046 members 
Mstep: Class 19 contains 14806 members 
Mstep: Class 20 contains 12289 members 
Mstep: Class 21 contains 171299 members 
Mstep: Class 22 contains 30137 members 
Mstep: Class 23 contains 24858 members 
Mstep: Class 24 contains 82264 members 
Mstep: Class 25 contains 24838 members 
Mstep: Class 26 contains 13561 members 
Mstep: Class 27 contains 332566 members 
Mstep: Class 28 contains 203842 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10081 members 
Mstep: Class 31 contains 8995 members 
Mstep: Class 32 contains 83365 members 
Mstep: Class 33 contains 324 members 
Mstep: Class 34 contains 221887 members 
Mstep: Class 35 contains 91366 members 
Mstep: Class 36 contains 21193 members 
Mstep: Class 37 contains 8248 members 
Mstep: Class 38 contains 905 members 
Mstep: Class 39 contains 647 members 
Entering Unmasked Estep 
Score: -235492112.000000 Penalty: 140280.062500
Splitting cluster 33 changes total score from -235493200.000000 to -235492112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (221887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221887 members 
Entering Unmasked Estep 
Score: -27250428.000000 Penalty: 3052.860840
	Iteration 0F: 2 clusters Score -2.725043e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110448 members 
Mstep: Class 2 contains 111439 members 
Entering Unmasked Estep 
Score: -27106944.000000 Penalty: 6105.721680
	Iteration 0F: 3 clusters Score -2.710694e+07 nChanged 106774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103826 members 
Mstep: Class 2 contains 118061 members 
Entering Unmasked Estep 
Score: -27171240.000000 Penalty: 6105.721680
	Iteration 1F: 3 clusters Score -2.717124e+07 nChanged 7721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100255 members 
Mstep: Class 2 contains 121632 members 
Entering Unmasked Estep 
Score: -27174686.000000 Penalty: 6105.721680
	Iteration 2Q: 3 clusters Score -2.717469e+07 nChanged 9630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95201 members 
Mstep: Class 2 contains 126686 members 
Entering Unmasked Estep 
Score: -27179824.000000 Penalty: 6105.721680
	Iteration 3Q: 3 clusters Score -2.717982e+07 nChanged 11879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88548 members 
Mstep: Class 2 contains 133339 members 
Entering Unmasked Estep 
Score: -27188506.000000 Penalty: 6105.721680
	Iteration 4F: 3 clusters Score -2.718851e+07 nChanged 13764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80868 members 
Mstep: Class 2 contains 141019 members 
Entering Unmasked Estep 
Score: -27200110.000000 Penalty: 6105.721680
	Iteration 5F: 3 clusters Score -2.720011e+07 nChanged 14263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73543 members 
Mstep: Class 2 contains 148344 members 
Entering Unmasked Estep 
Score: -27211944.000000 Penalty: 6105.721680
	Iteration 6F: 3 clusters Score -2.721194e+07 nChanged 12664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67279 members 
Mstep: Class 2 contains 154608 members 
Entering Unmasked Estep 
Score: -27220470.000000 Penalty: 6105.721680
	Iteration 7F: 3 clusters Score -2.722047e+07 nChanged 10371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62040 members 
Mstep: Class 2 contains 159847 members 
Entering Unmasked Estep 
Score: -27226482.000000 Penalty: 6105.721680
	Iteration 8Q: 3 clusters Score -2.722648e+07 nChanged 8156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57508 members 
Mstep: Class 2 contains 164379 members 
Entering Unmasked Estep 
Score: -27230608.000000 Penalty: 6105.721680
	Iteration 9Q: 3 clusters Score -2.723061e+07 nChanged 6491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53557 members 
Mstep: Class 2 contains 168330 members 
Entering Unmasked Estep 
Score: -27233346.000000 Penalty: 6105.721680
	Iteration 10Q: 3 clusters Score -2.723335e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49960 members 
Mstep: Class 2 contains 171927 members 
Entering Unmasked Estep 
Score: -27235364.000000 Penalty: 6105.721680
	Iteration 11Q: 3 clusters Score -2.723536e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46681 members 
Mstep: Class 2 contains 175206 members 
Entering Unmasked Estep 
Score: -27237124.000000 Penalty: 6105.721680
	Iteration 12Q: 3 clusters Score -2.723712e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43666 members 
Mstep: Class 2 contains 178221 members 
Entering Unmasked Estep 
Score: -27238402.000000 Penalty: 6105.721680
	Iteration 13Q: 3 clusters Score -2.72384e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40864 members 
Mstep: Class 2 contains 181023 members 
Entering Unmasked Estep 
Score: -27239552.000000 Penalty: 6105.721680
	Iteration 14Q: 3 clusters Score -2.723955e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38213 members 
Mstep: Class 2 contains 183674 members 
Entering Unmasked Estep 
Score: -27240400.000000 Penalty: 6105.721680
	Iteration 15Q: 3 clusters Score -2.72404e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35671 members 
Mstep: Class 2 contains 186216 members 
Entering Unmasked Estep 
Score: -27241128.000000 Penalty: 6105.721680
	Iteration 16Q: 3 clusters Score -2.724113e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33233 members 
Mstep: Class 2 contains 188654 members 
Entering Unmasked Estep 
Score: -27241732.000000 Penalty: 6105.721680
	Iteration 17Q: 3 clusters Score -2.724173e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 191053 members 
Entering Unmasked Estep 
Score: -27242414.000000 Penalty: 6105.721680
	Iteration 18Q: 3 clusters Score -2.724241e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 193407 members 
Entering Unmasked Estep 
Score: -27242990.000000 Penalty: 6105.721680
	Iteration 19Q: 3 clusters Score -2.724299e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 195659 members 
Entering Unmasked Estep 
Score: -27243440.000000 Penalty: 6105.721680
	Iteration 20F: 3 clusters Score -2.724344e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 197762 members 
Entering Unmasked Estep 
Score: -27243938.000000 Penalty: 6105.721680
	Iteration 21Q: 3 clusters Score -2.724394e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 199741 members 
Entering Unmasked Estep 
Score: -27244286.000000 Penalty: 6105.721680
	Iteration 22Q: 3 clusters Score -2.724429e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 201633 members 
Entering Unmasked Estep 
Score: -27244728.000000 Penalty: 6105.721680
	Iteration 23Q: 3 clusters Score -2.724473e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 203411 members 
Entering Unmasked Estep 
Score: -27245148.000000 Penalty: 6105.721680
	Iteration 24Q: 3 clusters Score -2.724515e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 205032 members 
Entering Unmasked Estep 
Score: -27245480.000000 Penalty: 6105.721680
	Iteration 25Q: 3 clusters Score -2.724548e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 206493 members 
Entering Unmasked Estep 
Score: -27245872.000000 Penalty: 6105.721680
	Iteration 26Q: 3 clusters Score -2.724587e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 207817 members 
Entering Unmasked Estep 
Score: -27246042.000000 Penalty: 6105.721680
	Iteration 27Q: 3 clusters Score -2.724604e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 209003 members 
Entering Unmasked Estep 
Score: -27246256.000000 Penalty: 6105.721680
	Iteration 28Q: 3 clusters Score -2.724626e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 210070 members 
Entering Unmasked Estep 
Score: -27246520.000000 Penalty: 6105.721680
	Iteration 29Q: 3 clusters Score -2.724652e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 211029 members 
Entering Unmasked Estep 
Score: -27246768.000000 Penalty: 6105.721680
	Iteration 30Q: 3 clusters Score -2.724677e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 211884 members 
Entering Unmasked Estep 
Score: -27246938.000000 Penalty: 6105.721680
	Iteration 31Q: 3 clusters Score -2.724694e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 212653 members 
Entering Unmasked Estep 
Score: -27247164.000000 Penalty: 6105.721680
	Iteration 32Q: 3 clusters Score -2.724716e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 213333 members 
Entering Unmasked Estep 
Score: -27247388.000000 Penalty: 6105.721680
	Iteration 33Q: 3 clusters Score -2.724739e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 213946 members 
Entering Unmasked Estep 
Score: -27247570.000000 Penalty: 6105.721680
	Iteration 34Q: 3 clusters Score -2.724757e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 214456 members 
Entering Unmasked Estep 
Score: -27247708.000000 Penalty: 6105.721680
	Iteration 35Q: 3 clusters Score -2.724771e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 214905 members 
Entering Unmasked Estep 
Score: -27247792.000000 Penalty: 6105.721680
	Iteration 36Q: 3 clusters Score -2.724779e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 215319 members 
Entering Unmasked Estep 
Score: -27247890.000000 Penalty: 6105.721680
	Iteration 37Q: 3 clusters Score -2.724789e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 215695 members 
Entering Unmasked Estep 
Score: -27248000.000000 Penalty: 6105.721680
	Iteration 38Q: 3 clusters Score -2.7248e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 216024 members 
Entering Unmasked Estep 
Score: -27248034.000000 Penalty: 6105.721680
	Iteration 39Q: 3 clusters Score -2.724803e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 216312 members 
Entering Unmasked Estep 
Score: -27248120.000000 Penalty: 6105.721680
	Iteration 40F: 3 clusters Score -2.724812e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 216538 members 
Entering Unmasked Estep 
Score: -27248128.000000 Penalty: 6105.721680
	Iteration 41Q: 3 clusters Score -2.724813e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 216711 members 
Entering Unmasked Estep 
Score: -27248178.000000 Penalty: 6105.721680
	Iteration 42Q: 3 clusters Score -2.724818e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 216873 members 
Entering Unmasked Estep 
Score: -27248180.000000 Penalty: 6105.721680
	Iteration 43Q: 3 clusters Score -2.724818e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 217009 members 
Entering Unmasked Estep 
Score: -27248210.000000 Penalty: 6105.721680
	Iteration 44Q: 3 clusters Score -2.724821e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 217132 members 
Entering Unmasked Estep 
Score: -27248154.000000 Penalty: 6105.721680
	Iteration 45Q: 3 clusters Score -2.724815e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 217252 members 
Entering Unmasked Estep 
Score: -27248168.000000 Penalty: 6105.721680
	Iteration 46Q: 3 clusters Score -2.724817e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 217351 members 
Entering Unmasked Estep 
Score: -27248176.000000 Penalty: 6105.721680
	Iteration 47Q: 3 clusters Score -2.724818e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 217432 members 
Entering Unmasked Estep 
Score: -27248178.000000 Penalty: 6105.721680
	Iteration 48Q: 3 clusters Score -2.724818e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 217505 members 
Entering Unmasked Estep 
Score: -27248162.000000 Penalty: 6105.721680
	Iteration 49Q: 3 clusters Score -2.724816e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 217587 members 
Entering Unmasked Estep 
Score: -27248204.000000 Penalty: 6105.721680
	Iteration 50Q: 3 clusters Score -2.72482e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 217640 members 
Entering Unmasked Estep 
Score: -27248222.000000 Penalty: 6105.721680
	Iteration 51Q: 3 clusters Score -2.724822e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 217698 members 
Entering Unmasked Estep 
Score: -27248236.000000 Penalty: 6105.721680
	Iteration 52Q: 3 clusters Score -2.724824e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 217752 members 
Entering Unmasked Estep 
Score: -27248272.000000 Penalty: 6105.721680
	Iteration 53Q: 3 clusters Score -2.724827e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 217789 members 
Entering Unmasked Estep 
Score: -27248280.000000 Penalty: 6105.721680
	Iteration 54Q: 3 clusters Score -2.724828e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 217825 members 
Entering Unmasked Estep 
Score: -27248310.000000 Penalty: 6105.721680
	Iteration 55Q: 3 clusters Score -2.724831e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 217847 members 
Entering Unmasked Estep 
Score: -27248298.000000 Penalty: 6105.721680
	Iteration 56Q: 3 clusters Score -2.72483e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 217870 members 
Entering Unmasked Estep 
Score: -27248292.000000 Penalty: 6105.721680
	Iteration 57Q: 3 clusters Score -2.724829e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 217896 members 
Entering Unmasked Estep 
Score: -27248302.000000 Penalty: 6105.721680
	Iteration 58Q: 3 clusters Score -2.72483e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 217920 members 
Entering Unmasked Estep 
Score: -27248284.000000 Penalty: 6105.721680
	Iteration 59Q: 3 clusters Score -2.724828e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 217943 members 
Entering Unmasked Estep 
Score: -27248286.000000 Penalty: 6105.721680
	Iteration 60F: 3 clusters Score -2.724829e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 217974 members 
Entering Unmasked Estep 
Score: -27248278.000000 Penalty: 6105.721680
	Iteration 61Q: 3 clusters Score -2.724828e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 217997 members 
Entering Unmasked Estep 
Score: -27248300.000000 Penalty: 6105.721680
	Iteration 62Q: 3 clusters Score -2.72483e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 218017 members 
Entering Unmasked Estep 
Score: -27248306.000000 Penalty: 6105.721680
	Iteration 63Q: 3 clusters Score -2.724831e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 218042 members 
Entering Unmasked Estep 
Score: -27248280.000000 Penalty: 6105.721680
	Iteration 64Q: 3 clusters Score -2.724828e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 218063 members 
Entering Unmasked Estep 
Score: -27248290.000000 Penalty: 6105.721680
	Iteration 65Q: 3 clusters Score -2.724829e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 218084 members 
Entering Unmasked Estep 
Score: -27248278.000000 Penalty: 6105.721680
	Iteration 66Q: 3 clusters Score -2.724828e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 218099 members 
Entering Unmasked Estep 
Score: -27248306.000000 Penalty: 6105.721680
	Iteration 67Q: 3 clusters Score -2.724831e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 218108 members 
Entering Unmasked Estep 
Score: -27248312.000000 Penalty: 6105.721680
	Iteration 68Q: 3 clusters Score -2.724831e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 218127 members 
Entering Unmasked Estep 
Score: -27248282.000000 Penalty: 6105.721680
	Iteration 69Q: 3 clusters Score -2.724828e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 218139 members 
Entering Unmasked Estep 
Score: -27248304.000000 Penalty: 6105.721680
	Iteration 70Q: 3 clusters Score -2.72483e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 218155 members 
Entering Unmasked Estep 
Score: -27248318.000000 Penalty: 6105.721680
	Iteration 71Q: 3 clusters Score -2.724832e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 218174 members 
Entering Unmasked Estep 
Score: -27248308.000000 Penalty: 6105.721680
	Iteration 72Q: 3 clusters Score -2.724831e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 218187 members 
Entering Unmasked Estep 
Score: -27248312.000000 Penalty: 6105.721680
	Iteration 73Q: 3 clusters Score -2.724831e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 218192 members 
Entering Unmasked Estep 
Score: -27248328.000000 Penalty: 6105.721680
	Iteration 74Q: 3 clusters Score -2.724833e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 218203 members 
Entering Unmasked Estep 
Score: -27248318.000000 Penalty: 6105.721680
	Iteration 75Q: 3 clusters Score -2.724832e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 218219 members 
Entering Unmasked Estep 
Score: -27248360.000000 Penalty: 6105.721680
	Iteration 76Q: 3 clusters Score -2.724836e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 218242 members 
Entering Unmasked Estep 
Score: -27248360.000000 Penalty: 6105.721680
	Iteration 77Q: 3 clusters Score -2.724836e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 218256 members 
Entering Unmasked Estep 
Score: -27248370.000000 Penalty: 6105.721680
	Iteration 78Q: 3 clusters Score -2.724837e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 218265 members 
Entering Unmasked Estep 
Score: -27248362.000000 Penalty: 6105.721680
	Iteration 79Q: 3 clusters Score -2.724836e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 218279 members 
Entering Unmasked Estep 
Score: -27248338.000000 Penalty: 6105.721680
	Iteration 80F: 3 clusters Score -2.724834e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 218287 members 
Entering Unmasked Estep 
Score: -27248348.000000 Penalty: 6105.721680
	Iteration 81Q: 3 clusters Score -2.724835e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 218289 members 
Entering Unmasked Estep 
Score: -27248370.000000 Penalty: 6105.721680
	Iteration 82Q: 3 clusters Score -2.724837e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 218298 members 
Entering Unmasked Estep 
Score: -27248360.000000 Penalty: 6105.721680
	Iteration 83Q: 3 clusters Score -2.724836e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 218304 members 
Entering Unmasked Estep 
Score: -27248348.000000 Penalty: 6105.721680
	Iteration 84Q: 3 clusters Score -2.724835e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 218312 members 
Entering Unmasked Estep 
Score: -27248336.000000 Penalty: 6105.721680
	Iteration 85Q: 3 clusters Score -2.724834e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 218321 members 
Entering Unmasked Estep 
Score: -27248344.000000 Penalty: 6105.721680
	Iteration 86Q: 3 clusters Score -2.724834e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 218327 members 
Entering Unmasked Estep 
Score: -27248350.000000 Penalty: 6105.721680
	Iteration 87Q: 3 clusters Score -2.724835e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 218330 members 
Entering Unmasked Estep 
Score: -27248354.000000 Penalty: 6105.721680
	Iteration 88Q: 3 clusters Score -2.724835e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 218331 members 
Entering Unmasked Estep 
Score: -27248358.000000 Penalty: 6105.721680
	Iteration 89Q: 3 clusters Score -2.724836e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 218331 members 
Entering Unmasked Estep 
Score: -27248348.000000 Penalty: 6105.721680
	Iteration 90Q: 3 clusters Score -2.724835e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 218332 members 
Entering Unmasked Estep 
Score: -27248340.000000 Penalty: 6105.721680
	Iteration 91Q: 3 clusters Score -2.724834e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 218333 members 
Entering Unmasked Estep 
Score: -27248332.000000 Penalty: 6105.721680
	Iteration 92Q: 3 clusters Score -2.724833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 218335 members 
Entering Unmasked Estep 
Score: -27248336.000000 Penalty: 6105.721680
	Iteration 93Q: 3 clusters Score -2.724834e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 218336 members 
Entering Unmasked Estep 
Score: -27248346.000000 Penalty: 6105.721680
	Iteration 94Q: 3 clusters Score -2.724835e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 218337 members 
Entering Unmasked Estep 
Score: -27248348.000000 Penalty: 6105.721680
	Iteration 95Q: 3 clusters Score -2.724835e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 218338 members 
Entering Unmasked Estep 
Score: -27248352.000000 Penalty: 6105.721680
	Iteration 96Q: 3 clusters Score -2.724835e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 218338 members 
Entering Unmasked Estep 
Score: -27248352.000000 Penalty: 6105.721680
	Iteration 97F: 3 clusters Score -2.724835e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (91366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91366 members 
Entering Unmasked Estep 
Score: -11176841.000000 Penalty: 2832.811768
	Iteration 0F: 2 clusters Score -1.117684e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45691 members 
Mstep: Class 2 contains 45675 members 
Entering Unmasked Estep 
Score: -11115629.000000 Penalty: 5665.623535
	Iteration 0F: 3 clusters Score -1.111563e+07 nChanged 43127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45606 members 
Mstep: Class 2 contains 45760 members 
Entering Unmasked Estep 
Score: -11139828.000000 Penalty: 5665.623535
	Iteration 1F: 3 clusters Score -1.113983e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45575 members 
Mstep: Class 2 contains 45791 members 
Entering Unmasked Estep 
Score: -11140511.000000 Penalty: 5665.623535
	Iteration 2Q: 3 clusters Score -1.114051e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45429 members 
Mstep: Class 2 contains 45937 members 
Entering Unmasked Estep 
Score: -11141250.000000 Penalty: 5665.623535
	Iteration 3Q: 3 clusters Score -1.114125e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45279 members 
Mstep: Class 2 contains 46087 members 
Entering Unmasked Estep 
Score: -11142162.000000 Penalty: 5665.623535
	Iteration 4Q: 3 clusters Score -1.114216e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45101 members 
Mstep: Class 2 contains 46265 members 
Entering Unmasked Estep 
Score: -11143210.000000 Penalty: 5665.623535
	Iteration 5Q: 3 clusters Score -1.114321e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44991 members 
Mstep: Class 2 contains 46375 members 
Entering Unmasked Estep 
Score: -11144515.000000 Penalty: 5665.623535
	Iteration 6Q: 3 clusters Score -1.114452e+07 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44989 members 
Mstep: Class 2 contains 46377 members 
Entering Unmasked Estep 
Score: -11146370.000000 Penalty: 5665.623535
	Iteration 7Q: 3 clusters Score -1.114637e+07 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45310 members 
Mstep: Class 2 contains 46056 members 
Entering Unmasked Estep 
Score: -11149207.000000 Penalty: 5665.623535
	Iteration 8F: 3 clusters Score -1.114921e+07 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46073 members 
Mstep: Class 2 contains 45293 members 
Entering Unmasked Estep 
Score: -11152891.000000 Penalty: 5665.623535
	Iteration 9F: 3 clusters Score -1.115289e+07 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47280 members 
Mstep: Class 2 contains 44086 members 
Entering Unmasked Estep 
Score: -11157419.000000 Penalty: 5665.623535
	Iteration 10F: 3 clusters Score -1.115742e+07 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48660 members 
Mstep: Class 2 contains 42706 members 
Entering Unmasked Estep 
Score: -11161657.000000 Penalty: 5665.623535
	Iteration 11F: 3 clusters Score -1.116166e+07 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49922 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -11164094.000000 Penalty: 5665.623535
	Iteration 12F: 3 clusters Score -1.116409e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51078 members 
Mstep: Class 2 contains 40288 members 
Entering Unmasked Estep 
Score: -11165371.000000 Penalty: 5665.623535
	Iteration 13Q: 3 clusters Score -1.116537e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52174 members 
Mstep: Class 2 contains 39192 members 
Entering Unmasked Estep 
Score: -11166038.000000 Penalty: 5665.623535
	Iteration 14Q: 3 clusters Score -1.116604e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53242 members 
Mstep: Class 2 contains 38124 members 
Entering Unmasked Estep 
Score: -11166633.000000 Penalty: 5665.623535
	Iteration 15Q: 3 clusters Score -1.116663e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54366 members 
Mstep: Class 2 contains 37000 members 
Entering Unmasked Estep 
Score: -11167127.000000 Penalty: 5665.623535
	Iteration 16Q: 3 clusters Score -1.116713e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55429 members 
Mstep: Class 2 contains 35937 members 
Entering Unmasked Estep 
Score: -11167684.000000 Penalty: 5665.623535
	Iteration 17Q: 3 clusters Score -1.116768e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56463 members 
Mstep: Class 2 contains 34903 members 
Entering Unmasked Estep 
Score: -11168062.000000 Penalty: 5665.623535
	Iteration 18Q: 3 clusters Score -1.116806e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57435 members 
Mstep: Class 2 contains 33931 members 
Entering Unmasked Estep 
Score: -11168500.000000 Penalty: 5665.623535
	Iteration 19Q: 3 clusters Score -1.11685e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58363 members 
Mstep: Class 2 contains 33003 members 
Entering Unmasked Estep 
Score: -11168894.000000 Penalty: 5665.623535
	Iteration 20F: 3 clusters Score -1.116889e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59319 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -11169141.000000 Penalty: 5665.623535
	Iteration 21Q: 3 clusters Score -1.116914e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60189 members 
Mstep: Class 2 contains 31177 members 
Entering Unmasked Estep 
Score: -11169372.000000 Penalty: 5665.623535
	Iteration 22Q: 3 clusters Score -1.116937e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60996 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -11169551.000000 Penalty: 5665.623535
	Iteration 23Q: 3 clusters Score -1.116955e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61736 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
Score: -11169748.000000 Penalty: 5665.623535
	Iteration 24Q: 3 clusters Score -1.116975e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62494 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -11169912.000000 Penalty: 5665.623535
	Iteration 25Q: 3 clusters Score -1.116991e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63244 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -11170097.000000 Penalty: 5665.623535
	Iteration 26Q: 3 clusters Score -1.11701e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64045 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -11170229.000000 Penalty: 5665.623535
	Iteration 27Q: 3 clusters Score -1.117023e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64844 members 
Mstep: Class 2 contains 26522 members 
Entering Unmasked Estep 
Score: -11170407.000000 Penalty: 5665.623535
	Iteration 28Q: 3 clusters Score -1.117041e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65608 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -11170578.000000 Penalty: 5665.623535
	Iteration 29Q: 3 clusters Score -1.117058e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66378 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -11170757.000000 Penalty: 5665.623535
	Iteration 30Q: 3 clusters Score -1.117076e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67120 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -11170928.000000 Penalty: 5665.623535
	Iteration 31Q: 3 clusters Score -1.117093e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67847 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -11171049.000000 Penalty: 5665.623535
	Iteration 32Q: 3 clusters Score -1.117105e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68557 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -11171234.000000 Penalty: 5665.623535
	Iteration 33Q: 3 clusters Score -1.117123e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69283 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -11171395.000000 Penalty: 5665.623535
	Iteration 34Q: 3 clusters Score -1.11714e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70016 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -11171617.000000 Penalty: 5665.623535
	Iteration 35Q: 3 clusters Score -1.117162e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70722 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -11171767.000000 Penalty: 5665.623535
	Iteration 36Q: 3 clusters Score -1.117177e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71453 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -11171892.000000 Penalty: 5665.623535
	Iteration 37Q: 3 clusters Score -1.117189e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72165 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -11172070.000000 Penalty: 5665.623535
	Iteration 38Q: 3 clusters Score -1.117207e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72884 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -11172185.000000 Penalty: 5665.623535
	Iteration 39Q: 3 clusters Score -1.117218e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73585 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -11172362.000000 Penalty: 5665.623535
	Iteration 40F: 3 clusters Score -1.117236e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74288 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -11172469.000000 Penalty: 5665.623535
	Iteration 41Q: 3 clusters Score -1.117247e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74973 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -11172661.000000 Penalty: 5665.623535
	Iteration 42Q: 3 clusters Score -1.117266e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75639 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -11172799.000000 Penalty: 5665.623535
	Iteration 43Q: 3 clusters Score -1.11728e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76260 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -11172950.000000 Penalty: 5665.623535
	Iteration 44Q: 3 clusters Score -1.117295e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76849 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -11173089.000000 Penalty: 5665.623535
	Iteration 45Q: 3 clusters Score -1.117309e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77420 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -11173228.000000 Penalty: 5665.623535
	Iteration 46Q: 3 clusters Score -1.117323e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77955 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -11173367.000000 Penalty: 5665.623535
	Iteration 47Q: 3 clusters Score -1.117337e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78438 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -11173482.000000 Penalty: 5665.623535
	Iteration 48Q: 3 clusters Score -1.117348e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78935 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -11173581.000000 Penalty: 5665.623535
	Iteration 49Q: 3 clusters Score -1.117358e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79365 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -11173697.000000 Penalty: 5665.623535
	Iteration 50Q: 3 clusters Score -1.11737e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79812 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -11173790.000000 Penalty: 5665.623535
	Iteration 51Q: 3 clusters Score -1.117379e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80205 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -11173891.000000 Penalty: 5665.623535
	Iteration 52Q: 3 clusters Score -1.117389e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80558 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -11173982.000000 Penalty: 5665.623535
	Iteration 53Q: 3 clusters Score -1.117398e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80908 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -11174026.000000 Penalty: 5665.623535
	Iteration 54Q: 3 clusters Score -1.117403e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81233 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -11174069.000000 Penalty: 5665.623535
	Iteration 55Q: 3 clusters Score -1.117407e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81547 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -11174125.000000 Penalty: 5665.623535
	Iteration 56Q: 3 clusters Score -1.117412e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81842 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -11174217.000000 Penalty: 5665.623535
	Iteration 57Q: 3 clusters Score -1.117422e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82111 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -11174310.000000 Penalty: 5665.623535
	Iteration 58Q: 3 clusters Score -1.117431e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82359 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -11174389.000000 Penalty: 5665.623535
	Iteration 59Q: 3 clusters Score -1.117439e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82582 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -11174418.000000 Penalty: 5665.623535
	Iteration 60F: 3 clusters Score -1.117442e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82819 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -11174430.000000 Penalty: 5665.623535
	Iteration 61Q: 3 clusters Score -1.117443e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83050 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -11174473.000000 Penalty: 5665.623535
	Iteration 62Q: 3 clusters Score -1.117447e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83254 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -11174522.000000 Penalty: 5665.623535
	Iteration 63Q: 3 clusters Score -1.117452e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83446 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -11174531.000000 Penalty: 5665.623535
	Iteration 64Q: 3 clusters Score -1.117453e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83626 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -11174576.000000 Penalty: 5665.623535
	Iteration 65Q: 3 clusters Score -1.117458e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83815 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -11174635.000000 Penalty: 5665.623535
	Iteration 66Q: 3 clusters Score -1.117464e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84010 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -11174679.000000 Penalty: 5665.623535
	Iteration 67Q: 3 clusters Score -1.117468e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84187 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -11174710.000000 Penalty: 5665.623535
	Iteration 68Q: 3 clusters Score -1.117471e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84353 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -11174774.000000 Penalty: 5665.623535
	Iteration 69Q: 3 clusters Score -1.117477e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84511 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -11174805.000000 Penalty: 5665.623535
	Iteration 70Q: 3 clusters Score -1.11748e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84660 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -11174820.000000 Penalty: 5665.623535
	Iteration 71Q: 3 clusters Score -1.117482e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84813 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -11174804.000000 Penalty: 5665.623535
	Iteration 72Q: 3 clusters Score -1.11748e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84973 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -11174828.000000 Penalty: 5665.623535
	Iteration 73Q: 3 clusters Score -1.117483e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85121 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -11174859.000000 Penalty: 5665.623535
	Iteration 74Q: 3 clusters Score -1.117486e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85256 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -11174864.000000 Penalty: 5665.623535
	Iteration 75Q: 3 clusters Score -1.117486e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85371 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -11174903.000000 Penalty: 5665.623535
	Iteration 76Q: 3 clusters Score -1.11749e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85477 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -11174908.000000 Penalty: 5665.623535
	Iteration 77Q: 3 clusters Score -1.117491e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85588 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -11174920.000000 Penalty: 5665.623535
	Iteration 78Q: 3 clusters Score -1.117492e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85686 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -11174922.000000 Penalty: 5665.623535
	Iteration 79Q: 3 clusters Score -1.117492e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85774 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -11174943.000000 Penalty: 5665.623535
	Iteration 80F: 3 clusters Score -1.117494e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85861 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -11174969.000000 Penalty: 5665.623535
	Iteration 81Q: 3 clusters Score -1.117497e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85926 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -11174985.000000 Penalty: 5665.623535
	Iteration 82Q: 3 clusters Score -1.117498e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85980 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -11174987.000000 Penalty: 5665.623535
	Iteration 83Q: 3 clusters Score -1.117499e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86023 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -11175007.000000 Penalty: 5665.623535
	Iteration 84Q: 3 clusters Score -1.117501e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86064 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -11175020.000000 Penalty: 5665.623535
	Iteration 85Q: 3 clusters Score -1.117502e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86105 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -11175005.000000 Penalty: 5665.623535
	Iteration 86Q: 3 clusters Score -1.1175e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86144 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -11175032.000000 Penalty: 5665.623535
	Iteration 87Q: 3 clusters Score -1.117503e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86180 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -11175021.000000 Penalty: 5665.623535
	Iteration 88Q: 3 clusters Score -1.117502e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86214 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -11175025.000000 Penalty: 5665.623535
	Iteration 89Q: 3 clusters Score -1.117502e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86246 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -11175039.000000 Penalty: 5665.623535
	Iteration 90Q: 3 clusters Score -1.117504e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86286 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -11175034.000000 Penalty: 5665.623535
	Iteration 91Q: 3 clusters Score -1.117503e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86319 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -11175043.000000 Penalty: 5665.623535
	Iteration 92Q: 3 clusters Score -1.117504e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86350 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -11175049.000000 Penalty: 5665.623535
	Iteration 93Q: 3 clusters Score -1.117505e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86376 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -11175072.000000 Penalty: 5665.623535
	Iteration 94Q: 3 clusters Score -1.117507e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86399 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -11175080.000000 Penalty: 5665.623535
	Iteration 95Q: 3 clusters Score -1.117508e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86432 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -11175079.000000 Penalty: 5665.623535
	Iteration 96Q: 3 clusters Score -1.117508e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86461 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -11175098.000000 Penalty: 5665.623535
	Iteration 97Q: 3 clusters Score -1.11751e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86497 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -11175094.000000 Penalty: 5665.623535
	Iteration 98Q: 3 clusters Score -1.117509e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86532 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -11175091.000000 Penalty: 5665.623535
	Iteration 99Q: 3 clusters Score -1.117509e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86570 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -11175081.000000 Penalty: 5665.623535
	Iteration 100F: 3 clusters Score -1.117508e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86598 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -11175085.000000 Penalty: 5665.623535
	Iteration 101Q: 3 clusters Score -1.117508e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86619 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -11175088.000000 Penalty: 5665.623535
	Iteration 102Q: 3 clusters Score -1.117509e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86641 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -11175083.000000 Penalty: 5665.623535
	Iteration 103Q: 3 clusters Score -1.117508e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86659 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -11175106.000000 Penalty: 5665.623535
	Iteration 104Q: 3 clusters Score -1.117511e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86673 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -11175107.000000 Penalty: 5665.623535
	Iteration 105Q: 3 clusters Score -1.117511e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86680 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -11175112.000000 Penalty: 5665.623535
	Iteration 106Q: 3 clusters Score -1.117511e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86687 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -11175113.000000 Penalty: 5665.623535
	Iteration 107Q: 3 clusters Score -1.117511e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86696 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -11175114.000000 Penalty: 5665.623535
	Iteration 108Q: 3 clusters Score -1.117511e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86706 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -11175110.000000 Penalty: 5665.623535
	Iteration 109Q: 3 clusters Score -1.117511e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86714 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -11175101.000000 Penalty: 5665.623535
	Iteration 110Q: 3 clusters Score -1.11751e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86723 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -11175108.000000 Penalty: 5665.623535
	Iteration 111Q: 3 clusters Score -1.117511e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86735 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -11175104.000000 Penalty: 5665.623535
	Iteration 112Q: 3 clusters Score -1.11751e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86751 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -11175117.000000 Penalty: 5665.623535
	Iteration 113Q: 3 clusters Score -1.117512e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86763 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -11175115.000000 Penalty: 5665.623535
	Iteration 114Q: 3 clusters Score -1.117512e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86771 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -11175111.000000 Penalty: 5665.623535
	Iteration 115Q: 3 clusters Score -1.117511e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86774 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -11175117.000000 Penalty: 5665.623535
	Iteration 116Q: 3 clusters Score -1.117512e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86778 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -11175111.000000 Penalty: 5665.623535
	Iteration 117Q: 3 clusters Score -1.117511e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86782 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -11175110.000000 Penalty: 5665.623535
	Iteration 118Q: 3 clusters Score -1.117511e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86784 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -11175108.000000 Penalty: 5665.623535
	Iteration 119Q: 3 clusters Score -1.117511e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86785 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -11175105.000000 Penalty: 5665.623535
	Iteration 120F: 3 clusters Score -1.11751e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (21193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Entering Unmasked Estep 
Score: -2375114.000000 Penalty: 2470.433594
	Iteration 0F: 2 clusters Score -2375114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -2360320.250000 Penalty: 4940.867188
	Iteration 0F: 3 clusters Score -2360320 nChanged 9306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -2365398.000000 Penalty: 4940.867188
	Iteration 1F: 3 clusters Score -2365398 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -2366096.000000 Penalty: 4940.867188
	Iteration 2F: 3 clusters Score -2366096 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -2366716.000000 Penalty: 4940.867188
	Iteration 3F: 3 clusters Score -2366716 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -2367363.250000 Penalty: 4940.867188
	Iteration 4F: 3 clusters Score -2367363 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -2368100.500000 Penalty: 4940.867188
	Iteration 5F: 3 clusters Score -2368100 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -2368924.000000 Penalty: 4940.867188
	Iteration 6F: 3 clusters Score -2368924 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -2369640.250000 Penalty: 4940.867188
	Iteration 7F: 3 clusters Score -2369640 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -2370167.500000 Penalty: 4940.867188
	Iteration 8Q: 3 clusters Score -2370168 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -2370538.500000 Penalty: 4940.867188
	Iteration 9Q: 3 clusters Score -2370538 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -2370793.000000 Penalty: 4940.867188
	Iteration 10Q: 3 clusters Score -2370793 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -2370997.500000 Penalty: 4940.867188
	Iteration 11Q: 3 clusters Score -2370998 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -2371149.750000 Penalty: 4940.867188
	Iteration 12Q: 3 clusters Score -2371150 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -2371266.500000 Penalty: 4940.867188
	Iteration 13Q: 3 clusters Score -2371266 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -2371351.250000 Penalty: 4940.867188
	Iteration 14Q: 3 clusters Score -2371351 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -2371423.750000 Penalty: 4940.867188
	Iteration 15Q: 3 clusters Score -2371424 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -2371487.250000 Penalty: 4940.867188
	Iteration 16Q: 3 clusters Score -2371487 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -2371522.500000 Penalty: 4940.867188
	Iteration 17Q: 3 clusters Score -2371522 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -2371542.250000 Penalty: 4940.867188
	Iteration 18Q: 3 clusters Score -2371542 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -2371569.250000 Penalty: 4940.867188
	Iteration 19Q: 3 clusters Score -2371569 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -2371572.500000 Penalty: 4940.867188
	Iteration 20F: 3 clusters Score -2371572 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -2371586.250000 Penalty: 4940.867188
	Iteration 21Q: 3 clusters Score -2371586 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -2371598.250000 Penalty: 4940.867188
	Iteration 22Q: 3 clusters Score -2371598 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -2371611.500000 Penalty: 4940.867188
	Iteration 23Q: 3 clusters Score -2371612 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -2371614.750000 Penalty: 4940.867188
	Iteration 24Q: 3 clusters Score -2371615 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -2371614.750000 Penalty: 4940.867188
	Iteration 25Q: 3 clusters Score -2371615 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -2371619.750000 Penalty: 4940.867188
	Iteration 26Q: 3 clusters Score -2371620 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -2371627.250000 Penalty: 4940.867188
	Iteration 27Q: 3 clusters Score -2371627 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -2371633.500000 Penalty: 4940.867188
	Iteration 28Q: 3 clusters Score -2371634 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -2371640.750000 Penalty: 4940.867188
	Iteration 29Q: 3 clusters Score -2371641 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -2371644.000000 Penalty: 4940.867188
	Iteration 30Q: 3 clusters Score -2371644 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -2371637.750000 Penalty: 4940.867188
	Iteration 31Q: 3 clusters Score -2371638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -2371638.000000 Penalty: 4940.867188
	Iteration 32Q: 3 clusters Score -2371638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -2371641.000000 Penalty: 4940.867188
	Iteration 33Q: 3 clusters Score -2371641 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -2371647.750000 Penalty: 4940.867188
	Iteration 34Q: 3 clusters Score -2371648 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -2371652.500000 Penalty: 4940.867188
	Iteration 35Q: 3 clusters Score -2371652 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -2371650.750000 Penalty: 4940.867188
	Iteration 36Q: 3 clusters Score -2371651 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -2371657.750000 Penalty: 4940.867188
	Iteration 37Q: 3 clusters Score -2371658 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -2371670.000000 Penalty: 4940.867188
	Iteration 38Q: 3 clusters Score -2371670 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -2371671.750000 Penalty: 4940.867188
	Iteration 39Q: 3 clusters Score -2371672 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -2371675.000000 Penalty: 4940.867188
	Iteration 40F: 3 clusters Score -2371675 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -2371691.750000 Penalty: 4940.867188
	Iteration 41Q: 3 clusters Score -2371692 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -2371699.000000 Penalty: 4940.867188
	Iteration 42Q: 3 clusters Score -2371699 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -2371717.750000 Penalty: 4940.867188
	Iteration 43Q: 3 clusters Score -2371718 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -2371714.750000 Penalty: 4940.867188
	Iteration 44Q: 3 clusters Score -2371715 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -2371733.250000 Penalty: 4940.867188
	Iteration 45Q: 3 clusters Score -2371733 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -2371750.000000 Penalty: 4940.867188
	Iteration 46Q: 3 clusters Score -2371750 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -2371755.750000 Penalty: 4940.867188
	Iteration 47Q: 3 clusters Score -2371756 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -2371772.750000 Penalty: 4940.867188
	Iteration 48Q: 3 clusters Score -2371773 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -2371789.750000 Penalty: 4940.867188
	Iteration 49Q: 3 clusters Score -2371790 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -2371807.500000 Penalty: 4940.867188
	Iteration 50Q: 3 clusters Score -2371808 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -2371818.500000 Penalty: 4940.867188
	Iteration 51Q: 3 clusters Score -2371818 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -2371834.500000 Penalty: 4940.867188
	Iteration 52Q: 3 clusters Score -2371834 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -2371841.750000 Penalty: 4940.867188
	Iteration 53Q: 3 clusters Score -2371842 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -2371846.250000 Penalty: 4940.867188
	Iteration 54Q: 3 clusters Score -2371846 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -2371862.250000 Penalty: 4940.867188
	Iteration 55Q: 3 clusters Score -2371862 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -2371870.250000 Penalty: 4940.867188
	Iteration 56Q: 3 clusters Score -2371870 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -2371884.250000 Penalty: 4940.867188
	Iteration 57Q: 3 clusters Score -2371884 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -2371904.250000 Penalty: 4940.867188
	Iteration 58Q: 3 clusters Score -2371904 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -2371916.000000 Penalty: 4940.867188
	Iteration 59Q: 3 clusters Score -2371916 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -2371942.500000 Penalty: 4940.867188
	Iteration 60F: 3 clusters Score -2371942 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -2371979.000000 Penalty: 4940.867188
	Iteration 61Q: 3 clusters Score -2371979 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -2372012.250000 Penalty: 4940.867188
	Iteration 62Q: 3 clusters Score -2372012 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -2372027.750000 Penalty: 4940.867188
	Iteration 63Q: 3 clusters Score -2372028 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -2372053.000000 Penalty: 4940.867188
	Iteration 64Q: 3 clusters Score -2372053 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -2372089.750000 Penalty: 4940.867188
	Iteration 65Q: 3 clusters Score -2372090 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -2372131.000000 Penalty: 4940.867188
	Iteration 66Q: 3 clusters Score -2372131 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -2372166.000000 Penalty: 4940.867188
	Iteration 67Q: 3 clusters Score -2372166 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -2372207.000000 Penalty: 4940.867188
	Iteration 68Q: 3 clusters Score -2372207 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -2372251.500000 Penalty: 4940.867188
	Iteration 69Q: 3 clusters Score -2372252 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -2372299.750000 Penalty: 4940.867188
	Iteration 70Q: 3 clusters Score -2372300 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -2372370.250000 Penalty: 4940.867188
	Iteration 71Q: 3 clusters Score -2372370 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -2372430.000000 Penalty: 4940.867188
	Iteration 72Q: 3 clusters Score -2372430 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -2372492.000000 Penalty: 4940.867188
	Iteration 73Q: 3 clusters Score -2372492 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -2372538.000000 Penalty: 4940.867188
	Iteration 74Q: 3 clusters Score -2372538 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -2372601.500000 Penalty: 4940.867188
	Iteration 75Q: 3 clusters Score -2372602 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -2372649.500000 Penalty: 4940.867188
	Iteration 76Q: 3 clusters Score -2372650 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -2372696.000000 Penalty: 4940.867188
	Iteration 77Q: 3 clusters Score -2372696 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -2372741.750000 Penalty: 4940.867188
	Iteration 78Q: 3 clusters Score -2372742 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -2372782.000000 Penalty: 4940.867188
	Iteration 79Q: 3 clusters Score -2372782 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -2372835.750000 Penalty: 4940.867188
	Iteration 80F: 3 clusters Score -2372836 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -2372898.000000 Penalty: 4940.867188
	Iteration 81Q: 3 clusters Score -2372898 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -2372954.000000 Penalty: 4940.867188
	Iteration 82Q: 3 clusters Score -2372954 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -2372997.500000 Penalty: 4940.867188
	Iteration 83Q: 3 clusters Score -2372998 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -2373027.750000 Penalty: 4940.867188
	Iteration 84Q: 3 clusters Score -2373028 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -2373047.250000 Penalty: 4940.867188
	Iteration 85Q: 3 clusters Score -2373047 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -2373073.750000 Penalty: 4940.867188
	Iteration 86Q: 3 clusters Score -2373074 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -2373090.750000 Penalty: 4940.867188
	Iteration 87Q: 3 clusters Score -2373091 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -2373095.000000 Penalty: 4940.867188
	Iteration 88Q: 3 clusters Score -2373095 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -2373114.750000 Penalty: 4940.867188
	Iteration 89Q: 3 clusters Score -2373115 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -2373120.000000 Penalty: 4940.867188
	Iteration 90Q: 3 clusters Score -2373120 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -2373132.750000 Penalty: 4940.867188
	Iteration 91Q: 3 clusters Score -2373133 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -2373139.000000 Penalty: 4940.867188
	Iteration 92Q: 3 clusters Score -2373139 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -2373147.500000 Penalty: 4940.867188
	Iteration 93Q: 3 clusters Score -2373148 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -2373160.500000 Penalty: 4940.867188
	Iteration 94Q: 3 clusters Score -2373160 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -2373162.250000 Penalty: 4940.867188
	Iteration 95Q: 3 clusters Score -2373162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -2373166.250000 Penalty: 4940.867188
	Iteration 96Q: 3 clusters Score -2373166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -2373171.250000 Penalty: 4940.867188
	Iteration 97Q: 3 clusters Score -2373171 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -2373177.500000 Penalty: 4940.867188
	Iteration 98Q: 3 clusters Score -2373178 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -2373180.000000 Penalty: 4940.867188
	Iteration 99Q: 3 clusters Score -2373180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -2373189.000000 Penalty: 4940.867188
	Iteration 100F: 3 clusters Score -2373189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -2373188.000000 Penalty: 4940.867188
	Iteration 101Q: 3 clusters Score -2373188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -2373195.750000 Penalty: 4940.867188
	Iteration 102Q: 3 clusters Score -2373196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -2373200.250000 Penalty: 4940.867188
	Iteration 103Q: 3 clusters Score -2373200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -2373203.250000 Penalty: 4940.867188
	Iteration 104Q: 3 clusters Score -2373203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -2373198.250000 Penalty: 4940.867188
	Iteration 105Q: 3 clusters Score -2373198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -2373206.000000 Penalty: 4940.867188
	Iteration 106Q: 3 clusters Score -2373206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -2373206.500000 Penalty: 4940.867188
	Iteration 107Q: 3 clusters Score -2373206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -2373206.500000 Penalty: 4940.867188
	Iteration 108Q: 3 clusters Score -2373206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -2373209.250000 Penalty: 4940.867188
	Iteration 109Q: 3 clusters Score -2373209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -2373210.750000 Penalty: 4940.867188
	Iteration 110Q: 3 clusters Score -2373211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -2373215.500000 Penalty: 4940.867188
	Iteration 111Q: 3 clusters Score -2373216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -2373212.500000 Penalty: 4940.867188
	Iteration 112Q: 3 clusters Score -2373212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -2373210.000000 Penalty: 4940.867188
	Iteration 113Q: 3 clusters Score -2373210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -2373216.750000 Penalty: 4940.867188
	Iteration 114Q: 3 clusters Score -2373217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -2373217.000000 Penalty: 4940.867188
	Iteration 115Q: 3 clusters Score -2373217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -2373218.750000 Penalty: 4940.867188
	Iteration 116Q: 3 clusters Score -2373219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -2373221.500000 Penalty: 4940.867188
	Iteration 117Q: 3 clusters Score -2373222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -2373222.250000 Penalty: 4940.867188
	Iteration 118Q: 3 clusters Score -2373222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -2373222.250000 Penalty: 4940.867188
	Iteration 119F: 3 clusters Score -2373222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Entering Unmasked Estep 
Score: -968526.750000 Penalty: 2236.395996
	Iteration 0F: 2 clusters Score -968526.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -961892.187500 Penalty: 4472.791992
	Iteration 0F: 3 clusters Score -961892.2 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -963758.687500 Penalty: 4472.791992
	Iteration 1F: 3 clusters Score -963758.7 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -964088.312500 Penalty: 4472.791992
	Iteration 2F: 3 clusters Score -964088.3 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -964337.937500 Penalty: 4472.791992
	Iteration 3F: 3 clusters Score -964337.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -964531.000000 Penalty: 4472.791992
	Iteration 4Q: 3 clusters Score -964531 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -964711.812500 Penalty: 4472.791992
	Iteration 5Q: 3 clusters Score -964711.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -964871.187500 Penalty: 4472.791992
	Iteration 6Q: 3 clusters Score -964871.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -965016.625000 Penalty: 4472.791992
	Iteration 7Q: 3 clusters Score -965016.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -965155.312500 Penalty: 4472.791992
	Iteration 8Q: 3 clusters Score -965155.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -965300.812500 Penalty: 4472.791992
	Iteration 9Q: 3 clusters Score -965300.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -965460.187500 Penalty: 4472.791992
	Iteration 10Q: 3 clusters Score -965460.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -965618.062500 Penalty: 4472.791992
	Iteration 11Q: 3 clusters Score -965618.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -965779.250000 Penalty: 4472.791992
	Iteration 12Q: 3 clusters Score -965779.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -965925.875000 Penalty: 4472.791992
	Iteration 13Q: 3 clusters Score -965925.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -966053.437500 Penalty: 4472.791992
	Iteration 14Q: 3 clusters Score -966053.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -966171.125000 Penalty: 4472.791992
	Iteration 15Q: 3 clusters Score -966171.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -966286.750000 Penalty: 4472.791992
	Iteration 16Q: 3 clusters Score -966286.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -966381.562500 Penalty: 4472.791992
	Iteration 17Q: 3 clusters Score -966381.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -966445.375000 Penalty: 4472.791992
	Iteration 18Q: 3 clusters Score -966445.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -966499.375000 Penalty: 4472.791992
	Iteration 19Q: 3 clusters Score -966499.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -966556.500000 Penalty: 4472.791992
	Iteration 20F: 3 clusters Score -966556.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -966592.687500 Penalty: 4472.791992
	Iteration 21Q: 3 clusters Score -966592.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -966627.812500 Penalty: 4472.791992
	Iteration 22Q: 3 clusters Score -966627.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -966657.812500 Penalty: 4472.791992
	Iteration 23Q: 3 clusters Score -966657.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -966683.625000 Penalty: 4472.791992
	Iteration 24Q: 3 clusters Score -966683.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -966707.250000 Penalty: 4472.791992
	Iteration 25Q: 3 clusters Score -966707.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -966726.437500 Penalty: 4472.791992
	Iteration 26Q: 3 clusters Score -966726.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -966743.062500 Penalty: 4472.791992
	Iteration 27Q: 3 clusters Score -966743.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -966758.812500 Penalty: 4472.791992
	Iteration 28Q: 3 clusters Score -966758.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -966769.000000 Penalty: 4472.791992
	Iteration 29Q: 3 clusters Score -966769 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -966776.937500 Penalty: 4472.791992
	Iteration 30Q: 3 clusters Score -966776.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -966791.687500 Penalty: 4472.791992
	Iteration 31Q: 3 clusters Score -966791.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -966801.250000 Penalty: 4472.791992
	Iteration 32Q: 3 clusters Score -966801.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -966810.500000 Penalty: 4472.791992
	Iteration 33Q: 3 clusters Score -966810.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -966815.500000 Penalty: 4472.791992
	Iteration 34Q: 3 clusters Score -966815.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -966821.750000 Penalty: 4472.791992
	Iteration 35Q: 3 clusters Score -966821.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -966826.062500 Penalty: 4472.791992
	Iteration 36Q: 3 clusters Score -966826.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -966828.062500 Penalty: 4472.791992
	Iteration 37Q: 3 clusters Score -966828.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -966829.812500 Penalty: 4472.791992
	Iteration 38Q: 3 clusters Score -966829.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -966831.250000 Penalty: 4472.791992
	Iteration 39Q: 3 clusters Score -966831.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -966833.812500 Penalty: 4472.791992
	Iteration 40F: 3 clusters Score -966833.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -966835.750000 Penalty: 4472.791992
	Iteration 41Q: 3 clusters Score -966835.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -966837.875000 Penalty: 4472.791992
	Iteration 42Q: 3 clusters Score -966837.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -966838.062500 Penalty: 4472.791992
	Iteration 43Q: 3 clusters Score -966838.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -966839.062500 Penalty: 4472.791992
	Iteration 44Q: 3 clusters Score -966839.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -966841.125000 Penalty: 4472.791992
	Iteration 45Q: 3 clusters Score -966841.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -966840.187500 Penalty: 4472.791992
	Iteration 46Q: 3 clusters Score -966840.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -966841.312500 Penalty: 4472.791992
	Iteration 47Q: 3 clusters Score -966841.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -966841.937500 Penalty: 4472.791992
	Iteration 48Q: 3 clusters Score -966841.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -966842.312500 Penalty: 4472.791992
	Iteration 49Q: 3 clusters Score -966842.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -966843.062500 Penalty: 4472.791992
	Iteration 50Q: 3 clusters Score -966843.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -966842.187500 Penalty: 4472.791992
	Iteration 51Q: 3 clusters Score -966842.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -966842.562500 Penalty: 4472.791992
	Iteration 52Q: 3 clusters Score -966842.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -966842.562500 Penalty: 4472.791992
	Iteration 53F: 3 clusters Score -966842.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Entering Unmasked Estep 
Score: -97395.835938 Penalty: 1688.367798
	Iteration 0F: 2 clusters Score -97395.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -95592.570312 Penalty: 3376.735596
	Iteration 0F: 3 clusters Score -95592.57 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -96392.695312 Penalty: 3376.735596
	Iteration 1F: 3 clusters Score -96392.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -96655.257812 Penalty: 3376.735596
	Iteration 2F: 3 clusters Score -96655.26 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -96790.007812 Penalty: 3376.735596
	Iteration 3F: 3 clusters Score -96790.01 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -96879.593750 Penalty: 3376.735596
	Iteration 4Q: 3 clusters Score -96879.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -96920.046875 Penalty: 3376.735596
	Iteration 5Q: 3 clusters Score -96920.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -96964.984375 Penalty: 3376.735596
	Iteration 6Q: 3 clusters Score -96964.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -96996.531250 Penalty: 3376.735596
	Iteration 7Q: 3 clusters Score -96996.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -97016.359375 Penalty: 3376.735596
	Iteration 8Q: 3 clusters Score -97016.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -97044.742188 Penalty: 3376.735596
	Iteration 9Q: 3 clusters Score -97044.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -97062.312500 Penalty: 3376.735596
	Iteration 10Q: 3 clusters Score -97062.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -97068.820312 Penalty: 3376.735596
	Iteration 11Q: 3 clusters Score -97068.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -97074.945312 Penalty: 3376.735596
	Iteration 12Q: 3 clusters Score -97074.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -97076.578125 Penalty: 3376.735596
	Iteration 13Q: 3 clusters Score -97076.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -97076.578125 Penalty: 3376.735596
	Iteration 14F: 3 clusters Score -97076.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 13796 members 
Mstep: Class 3 contains 13794 members 
Mstep: Class 4 contains 3294 members 
Mstep: Class 5 contains 42447 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4508 members 
Mstep: Class 8 contains 196161 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28483 members 
Mstep: Class 11 contains 17081 members 
Mstep: Class 12 contains 16728 members 
Mstep: Class 13 contains 56084 members 
Mstep: Class 14 contains 155805 members 
Mstep: Class 15 contains 29979 members 
Mstep: Class 16 contains 11571 members 
Mstep: Class 17 contains 10082 members 
Mstep: Class 18 contains 9046 members 
Mstep: Class 19 contains 14806 members 
Mstep: Class 20 contains 12289 members 
Mstep: Class 21 contains 171299 members 
Mstep: Class 22 contains 30137 members 
Mstep: Class 23 contains 24858 members 
Mstep: Class 24 contains 82264 members 
Mstep: Class 25 contains 24838 members 
Mstep: Class 26 contains 13561 members 
Mstep: Class 27 contains 332566 members 
Mstep: Class 28 contains 203842 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10081 members 
Mstep: Class 31 contains 8995 members 
Mstep: Class 32 contains 83365 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 221887 members 
Mstep: Class 35 contains 91366 members 
Mstep: Class 36 contains 21193 members 
Mstep: Class 37 contains 8248 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493344.000000 Penalty: 136683.125000
Iteration 359Q: 39 clusters Score -2.354933e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 13797 members 
Mstep: Class 3 contains 13794 members 
Mstep: Class 4 contains 3294 members 
Mstep: Class 5 contains 42447 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4508 members 
Mstep: Class 8 contains 196158 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28483 members 
Mstep: Class 11 contains 17081 members 
Mstep: Class 12 contains 16727 members 
Mstep: Class 13 contains 56084 members 
Mstep: Class 14 contains 155805 members 
Mstep: Class 15 contains 29979 members 
Mstep: Class 16 contains 11571 members 
Mstep: Class 17 contains 10082 members 
Mstep: Class 18 contains 9046 members 
Mstep: Class 19 contains 14805 members 
Mstep: Class 20 contains 12289 members 
Mstep: Class 21 contains 171300 members 
Mstep: Class 22 contains 30138 members 
Mstep: Class 23 contains 24858 members 
Mstep: Class 24 contains 82263 members 
Mstep: Class 25 contains 24840 members 
Mstep: Class 26 contains 13561 members 
Mstep: Class 27 contains 332564 members 
Mstep: Class 28 contains 203846 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10080 members 
Mstep: Class 31 contains 8995 members 
Mstep: Class 32 contains 83365 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 221888 members 
Mstep: Class 35 contains 91364 members 
Mstep: Class 36 contains 21194 members 
Mstep: Class 37 contains 8248 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493440.000000 Penalty: 136683.125000
Iteration 360F: 39 clusters Score -2.354934e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 13797 members 
Mstep: Class 3 contains 13794 members 
Mstep: Class 4 contains 3294 members 
Mstep: Class 5 contains 42448 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4508 members 
Mstep: Class 8 contains 196152 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28483 members 
Mstep: Class 11 contains 17081 members 
Mstep: Class 12 contains 16726 members 
Mstep: Class 13 contains 56084 members 
Mstep: Class 14 contains 155804 members 
Mstep: Class 15 contains 29979 members 
Mstep: Class 16 contains 11571 members 
Mstep: Class 17 contains 10081 members 
Mstep: Class 18 contains 9046 members 
Mstep: Class 19 contains 14806 members 
Mstep: Class 20 contains 12289 members 
Mstep: Class 21 contains 171299 members 
Mstep: Class 22 contains 30139 members 
Mstep: Class 23 contains 24857 members 
Mstep: Class 24 contains 82265 members 
Mstep: Class 25 contains 24841 members 
Mstep: Class 26 contains 13561 members 
Mstep: Class 27 contains 332564 members 
Mstep: Class 28 contains 203847 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10079 members 
Mstep: Class 31 contains 8995 members 
Mstep: Class 32 contains 83364 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 221892 members 
Mstep: Class 35 contains 91362 members 
Mstep: Class 36 contains 21198 members 
Mstep: Class 37 contains 8248 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493392.000000 Penalty: 136683.125000
Iteration 361Q: 39 clusters Score -2.354934e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 13797 members 
Mstep: Class 3 contains 13794 members 
Mstep: Class 4 contains 3294 members 
Mstep: Class 5 contains 42449 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4507 members 
Mstep: Class 8 contains 196150 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28483 members 
Mstep: Class 11 contains 17081 members 
Mstep: Class 12 contains 16727 members 
Mstep: Class 13 contains 56084 members 
Mstep: Class 14 contains 155803 members 
Mstep: Class 15 contains 29982 members 
Mstep: Class 16 contains 11571 members 
Mstep: Class 17 contains 10081 members 
Mstep: Class 18 contains 9046 members 
Mstep: Class 19 contains 14807 members 
Mstep: Class 20 contains 12288 members 
Mstep: Class 21 contains 171299 members 
Mstep: Class 22 contains 30139 members 
Mstep: Class 23 contains 24856 members 
Mstep: Class 24 contains 82265 members 
Mstep: Class 25 contains 24840 members 
Mstep: Class 26 contains 13561 members 
Mstep: Class 27 contains 332564 members 
Mstep: Class 28 contains 203850 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10079 members 
Mstep: Class 31 contains 8995 members 
Mstep: Class 32 contains 83364 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 221889 members 
Mstep: Class 35 contains 91358 members 
Mstep: Class 36 contains 21203 members 
Mstep: Class 37 contains 8248 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493408.000000 Penalty: 136683.125000
Iteration 362Q: 39 clusters Score -2.354934e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 13797 members 
Mstep: Class 3 contains 13794 members 
Mstep: Class 4 contains 3294 members 
Mstep: Class 5 contains 42449 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4505 members 
Mstep: Class 8 contains 196149 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28484 members 
Mstep: Class 11 contains 17081 members 
Mstep: Class 12 contains 16728 members 
Mstep: Class 13 contains 56084 members 
Mstep: Class 14 contains 155803 members 
Mstep: Class 15 contains 29984 members 
Mstep: Class 16 contains 11571 members 
Mstep: Class 17 contains 10081 members 
Mstep: Class 18 contains 9045 members 
Mstep: Class 19 contains 14807 members 
Mstep: Class 20 contains 12288 members 
Mstep: Class 21 contains 171300 members 
Mstep: Class 22 contains 30141 members 
Mstep: Class 23 contains 24855 members 
Mstep: Class 24 contains 82265 members 
Mstep: Class 25 contains 24841 members 
Mstep: Class 26 contains 13561 members 
Mstep: Class 27 contains 332563 members 
Mstep: Class 28 contains 203849 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10079 members 
Mstep: Class 31 contains 8995 members 
Mstep: Class 32 contains 83364 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 221888 members 
Mstep: Class 35 contains 91353 members 
Mstep: Class 36 contains 21208 members 
Mstep: Class 37 contains 8248 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493424.000000 Penalty: 136683.125000
Iteration 363Q: 39 clusters Score -2.354934e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 13797 members 
Mstep: Class 3 contains 13794 members 
Mstep: Class 4 contains 3294 members 
Mstep: Class 5 contains 42448 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4505 members 
Mstep: Class 8 contains 196149 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28483 members 
Mstep: Class 11 contains 17081 members 
Mstep: Class 12 contains 16728 members 
Mstep: Class 13 contains 56084 members 
Mstep: Class 14 contains 155803 members 
Mstep: Class 15 contains 29985 members 
Mstep: Class 16 contains 11571 members 
Mstep: Class 17 contains 10082 members 
Mstep: Class 18 contains 9045 members 
Mstep: Class 19 contains 14807 members 
Mstep: Class 20 contains 12287 members 
Mstep: Class 21 contains 171299 members 
Mstep: Class 22 contains 30140 members 
Mstep: Class 23 contains 24853 members 
Mstep: Class 24 contains 82264 members 
Mstep: Class 25 contains 24842 members 
Mstep: Class 26 contains 13561 members 
Mstep: Class 27 contains 332566 members 
Mstep: Class 28 contains 203856 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10079 members 
Mstep: Class 31 contains 8995 members 
Mstep: Class 32 contains 83364 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 221887 members 
Mstep: Class 35 contains 91352 members 
Mstep: Class 36 contains 21205 members 
Mstep: Class 37 contains 8248 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493328.000000 Penalty: 136683.125000
Iteration 364Q: 39 clusters Score -2.354933e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 13797 members 
Mstep: Class 3 contains 13794 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 42447 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4505 members 
Mstep: Class 8 contains 196147 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28483 members 
Mstep: Class 11 contains 17081 members 
Mstep: Class 12 contains 16728 members 
Mstep: Class 13 contains 56085 members 
Mstep: Class 14 contains 155803 members 
Mstep: Class 15 contains 29986 members 
Mstep: Class 16 contains 11571 members 
Mstep: Class 17 contains 10082 members 
Mstep: Class 18 contains 9045 members 
Mstep: Class 19 contains 14807 members 
Mstep: Class 20 contains 12287 members 
Mstep: Class 21 contains 171299 members 
Mstep: Class 22 contains 30140 members 
Mstep: Class 23 contains 24850 members 
Mstep: Class 24 contains 82265 members 
Mstep: Class 25 contains 24842 members 
Mstep: Class 26 contains 13561 members 
Mstep: Class 27 contains 332567 members 
Mstep: Class 28 contains 203867 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10079 members 
Mstep: Class 31 contains 8995 members 
Mstep: Class 32 contains 83363 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 221882 members 
Mstep: Class 35 contains 91351 members 
Mstep: Class 36 contains 21205 members 
Mstep: Class 37 contains 8248 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493440.000000 Penalty: 136683.125000
Iteration 365Q: 39 clusters Score -2.354934e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 13797 members 
Mstep: Class 3 contains 13794 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 42445 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4505 members 
Mstep: Class 8 contains 196147 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28483 members 
Mstep: Class 11 contains 17081 members 
Mstep: Class 12 contains 16728 members 
Mstep: Class 13 contains 56085 members 
Mstep: Class 14 contains 155803 members 
Mstep: Class 15 contains 29986 members 
Mstep: Class 16 contains 11571 members 
Mstep: Class 17 contains 10082 members 
Mstep: Class 18 contains 9045 members 
Mstep: Class 19 contains 14807 members 
Mstep: Class 20 contains 12287 members 
Mstep: Class 21 contains 171300 members 
Mstep: Class 22 contains 30140 members 
Mstep: Class 23 contains 24850 members 
Mstep: Class 24 contains 82265 members 
Mstep: Class 25 contains 24843 members 
Mstep: Class 26 contains 13561 members 
Mstep: Class 27 contains 332566 members 
Mstep: Class 28 contains 203871 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10079 members 
Mstep: Class 31 contains 8995 members 
Mstep: Class 32 contains 83362 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 221881 members 
Mstep: Class 35 contains 91350 members 
Mstep: Class 36 contains 21205 members 
Mstep: Class 37 contains 8248 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493472.000000 Penalty: 136683.125000
Iteration 366Q: 39 clusters Score -2.354935e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 13797 members 
Mstep: Class 3 contains 13793 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 42444 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4505 members 
Mstep: Class 8 contains 196145 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28483 members 
Mstep: Class 11 contains 17081 members 
Mstep: Class 12 contains 16728 members 
Mstep: Class 13 contains 56084 members 
Mstep: Class 14 contains 155803 members 
Mstep: Class 15 contains 29985 members 
Mstep: Class 16 contains 11571 members 
Mstep: Class 17 contains 10082 members 
Mstep: Class 18 contains 9045 members 
Mstep: Class 19 contains 14807 members 
Mstep: Class 20 contains 12287 members 
Mstep: Class 21 contains 171304 members 
Mstep: Class 22 contains 30140 members 
Mstep: Class 23 contains 24850 members 
Mstep: Class 24 contains 82265 members 
Mstep: Class 25 contains 24844 members 
Mstep: Class 26 contains 13562 members 
Mstep: Class 27 contains 332565 members 
Mstep: Class 28 contains 203871 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10079 members 
Mstep: Class 31 contains 8995 members 
Mstep: Class 32 contains 83363 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 221881 members 
Mstep: Class 35 contains 91351 members 
Mstep: Class 36 contains 21205 members 
Mstep: Class 37 contains 8248 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493344.000000 Penalty: 136683.125000
Iteration 367Q: 39 clusters Score -2.354933e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 13797 members 
Mstep: Class 3 contains 13793 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 42444 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4505 members 
Mstep: Class 8 contains 196143 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28483 members 
Mstep: Class 11 contains 17081 members 
Mstep: Class 12 contains 16728 members 
Mstep: Class 13 contains 56086 members 
Mstep: Class 14 contains 155803 members 
Mstep: Class 15 contains 29985 members 
Mstep: Class 16 contains 11571 members 
Mstep: Class 17 contains 10082 members 
Mstep: Class 18 contains 9045 members 
Mstep: Class 19 contains 14807 members 
Mstep: Class 20 contains 12287 members 
Mstep: Class 21 contains 171305 members 
Mstep: Class 22 contains 30140 members 
Mstep: Class 23 contains 24850 members 
Mstep: Class 24 contains 82265 members 
Mstep: Class 25 contains 24844 members 
Mstep: Class 26 contains 13562 members 
Mstep: Class 27 contains 332565 members 
Mstep: Class 28 contains 203876 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10079 members 
Mstep: Class 31 contains 8995 members 
Mstep: Class 32 contains 83363 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 221878 members 
Mstep: Class 35 contains 91349 members 
Mstep: Class 36 contains 21204 members 
Mstep: Class 37 contains 8248 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493392.000000 Penalty: 136683.125000
Iteration 368Q: 39 clusters Score -2.354934e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 13797 members 
Mstep: Class 3 contains 13793 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 42444 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4505 members 
Mstep: Class 8 contains 196140 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28483 members 
Mstep: Class 11 contains 17081 members 
Mstep: Class 12 contains 16728 members 
Mstep: Class 13 contains 56086 members 
Mstep: Class 14 contains 155803 members 
Mstep: Class 15 contains 29984 members 
Mstep: Class 16 contains 11571 members 
Mstep: Class 17 contains 10082 members 
Mstep: Class 18 contains 9045 members 
Mstep: Class 19 contains 14807 members 
Mstep: Class 20 contains 12287 members 
Mstep: Class 21 contains 171305 members 
Mstep: Class 22 contains 30140 members 
Mstep: Class 23 contains 24850 members 
Mstep: Class 24 contains 82265 members 
Mstep: Class 25 contains 24844 members 
Mstep: Class 26 contains 13562 members 
Mstep: Class 27 contains 332565 members 
Mstep: Class 28 contains 203882 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10079 members 
Mstep: Class 31 contains 8995 members 
Mstep: Class 32 contains 83363 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 221877 members 
Mstep: Class 35 contains 91348 members 
Mstep: Class 36 contains 21204 members 
Mstep: Class 37 contains 8248 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493392.000000 Penalty: 136683.125000
Iteration 369Q: 39 clusters Score -2.354934e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 13797 members 
Mstep: Class 3 contains 13793 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 42445 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4505 members 
Mstep: Class 8 contains 196140 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28483 members 
Mstep: Class 11 contains 17081 members 
Mstep: Class 12 contains 16728 members 
Mstep: Class 13 contains 56086 members 
Mstep: Class 14 contains 155803 members 
Mstep: Class 15 contains 29982 members 
Mstep: Class 16 contains 11571 members 
Mstep: Class 17 contains 10082 members 
Mstep: Class 18 contains 9045 members 
Mstep: Class 19 contains 14807 members 
Mstep: Class 20 contains 12287 members 
Mstep: Class 21 contains 171308 members 
Mstep: Class 22 contains 30140 members 
Mstep: Class 23 contains 24850 members 
Mstep: Class 24 contains 82265 members 
Mstep: Class 25 contains 24844 members 
Mstep: Class 26 contains 13562 members 
Mstep: Class 27 contains 332566 members 
Mstep: Class 28 contains 203881 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10079 members 
Mstep: Class 31 contains 8995 members 
Mstep: Class 32 contains 83364 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 221874 members 
Mstep: Class 35 contains 91345 members 
Mstep: Class 36 contains 21207 members 
Mstep: Class 37 contains 8248 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493472.000000 Penalty: 136683.125000
Iteration 370Q: 39 clusters Score -2.354935e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 13797 members 
Mstep: Class 3 contains 13793 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 42446 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4505 members 
Mstep: Class 8 contains 196140 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28483 members 
Mstep: Class 11 contains 17081 members 
Mstep: Class 12 contains 16728 members 
Mstep: Class 13 contains 56086 members 
Mstep: Class 14 contains 155802 members 
Mstep: Class 15 contains 29982 members 
Mstep: Class 16 contains 11571 members 
Mstep: Class 17 contains 10081 members 
Mstep: Class 18 contains 9045 members 
Mstep: Class 19 contains 14807 members 
Mstep: Class 20 contains 12287 members 
Mstep: Class 21 contains 171310 members 
Mstep: Class 22 contains 30140 members 
Mstep: Class 23 contains 24850 members 
Mstep: Class 24 contains 82265 members 
Mstep: Class 25 contains 24844 members 
Mstep: Class 26 contains 13562 members 
Mstep: Class 27 contains 332565 members 
Mstep: Class 28 contains 203887 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10079 members 
Mstep: Class 31 contains 8995 members 
Mstep: Class 32 contains 83365 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 221870 members 
Mstep: Class 35 contains 91343 members 
Mstep: Class 36 contains 21206 members 
Mstep: Class 37 contains 8248 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493424.000000 Penalty: 136683.125000
Iteration 371Q: 39 clusters Score -2.354934e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 13797 members 
Mstep: Class 3 contains 13793 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 42447 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4505 members 
Mstep: Class 8 contains 196140 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28483 members 
Mstep: Class 11 contains 17081 members 
Mstep: Class 12 contains 16728 members 
Mstep: Class 13 contains 56086 members 
Mstep: Class 14 contains 155801 members 
Mstep: Class 15 contains 29980 members 
Mstep: Class 16 contains 11571 members 
Mstep: Class 17 contains 10081 members 
Mstep: Class 18 contains 9045 members 
Mstep: Class 19 contains 14807 members 
Mstep: Class 20 contains 12287 members 
Mstep: Class 21 contains 171312 members 
Mstep: Class 22 contains 30140 members 
Mstep: Class 23 contains 24850 members 
Mstep: Class 24 contains 82265 members 
Mstep: Class 25 contains 24844 members 
Mstep: Class 26 contains 13562 members 
Mstep: Class 27 contains 332564 members 
Mstep: Class 28 contains 203898 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10079 members 
Mstep: Class 31 contains 8995 members 
Mstep: Class 32 contains 83365 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 221861 members 
Mstep: Class 35 contains 91342 members 
Mstep: Class 36 contains 21206 members 
Mstep: Class 37 contains 8248 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493568.000000 Penalty: 136683.125000
Iteration 372Q: 39 clusters Score -2.354936e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 13797 members 
Mstep: Class 3 contains 13793 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 42448 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4505 members 
Mstep: Class 8 contains 196141 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28483 members 
Mstep: Class 11 contains 17081 members 
Mstep: Class 12 contains 16728 members 
Mstep: Class 13 contains 56086 members 
Mstep: Class 14 contains 155800 members 
Mstep: Class 15 contains 29977 members 
Mstep: Class 16 contains 11571 members 
Mstep: Class 17 contains 10081 members 
Mstep: Class 18 contains 9045 members 
Mstep: Class 19 contains 14807 members 
Mstep: Class 20 contains 12287 members 
Mstep: Class 21 contains 171312 members 
Mstep: Class 22 contains 30141 members 
Mstep: Class 23 contains 24850 members 
Mstep: Class 24 contains 82265 members 
Mstep: Class 25 contains 24844 members 
Mstep: Class 26 contains 13562 members 
Mstep: Class 27 contains 332565 members 
Mstep: Class 28 contains 203899 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10079 members 
Mstep: Class 31 contains 8995 members 
Mstep: Class 32 contains 83365 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 221862 members 
Mstep: Class 35 contains 91340 members 
Mstep: Class 36 contains 21206 members 
Mstep: Class 37 contains 8248 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493584.000000 Penalty: 136683.125000
Iteration 373Q: 39 clusters Score -2.354936e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 13797 members 
Mstep: Class 3 contains 13793 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 42448 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4505 members 
Mstep: Class 8 contains 196140 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28483 members 
Mstep: Class 11 contains 17081 members 
Mstep: Class 12 contains 16728 members 
Mstep: Class 13 contains 56086 members 
Mstep: Class 14 contains 155800 members 
Mstep: Class 15 contains 29976 members 
Mstep: Class 16 contains 11571 members 
Mstep: Class 17 contains 10081 members 
Mstep: Class 18 contains 9045 members 
Mstep: Class 19 contains 14807 members 
Mstep: Class 20 contains 12287 members 
Mstep: Class 21 contains 171312 members 
Mstep: Class 22 contains 30142 members 
Mstep: Class 23 contains 24850 members 
Mstep: Class 24 contains 82265 members 
Mstep: Class 25 contains 24844 members 
Mstep: Class 26 contains 13562 members 
Mstep: Class 27 contains 332564 members 
Mstep: Class 28 contains 203904 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10079 members 
Mstep: Class 31 contains 8995 members 
Mstep: Class 32 contains 83365 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 221860 members 
Mstep: Class 35 contains 91339 members 
Mstep: Class 36 contains 21206 members 
Mstep: Class 37 contains 8248 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493456.000000 Penalty: 136683.125000
Iteration 374Q: 39 clusters Score -2.354935e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 13797 members 
Mstep: Class 3 contains 13793 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 42448 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4505 members 
Mstep: Class 8 contains 196140 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28483 members 
Mstep: Class 11 contains 17082 members 
Mstep: Class 12 contains 16728 members 
Mstep: Class 13 contains 56086 members 
Mstep: Class 14 contains 155800 members 
Mstep: Class 15 contains 29974 members 
Mstep: Class 16 contains 11571 members 
Mstep: Class 17 contains 10081 members 
Mstep: Class 18 contains 9045 members 
Mstep: Class 19 contains 14807 members 
Mstep: Class 20 contains 12287 members 
Mstep: Class 21 contains 171312 members 
Mstep: Class 22 contains 30142 members 
Mstep: Class 23 contains 24850 members 
Mstep: Class 24 contains 82265 members 
Mstep: Class 25 contains 24844 members 
Mstep: Class 26 contains 13561 members 
Mstep: Class 27 contains 332563 members 
Mstep: Class 28 contains 203908 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10079 members 
Mstep: Class 31 contains 8995 members 
Mstep: Class 32 contains 83365 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 221859 members 
Mstep: Class 35 contains 91338 members 
Mstep: Class 36 contains 21207 members 
Mstep: Class 37 contains 8248 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493424.000000 Penalty: 136683.125000
Iteration 375Q: 39 clusters Score -2.354934e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 13797 members 
Mstep: Class 3 contains 13793 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 42448 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4505 members 
Mstep: Class 8 contains 196140 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28483 members 
Mstep: Class 11 contains 17082 members 
Mstep: Class 12 contains 16728 members 
Mstep: Class 13 contains 56086 members 
Mstep: Class 14 contains 155800 members 
Mstep: Class 15 contains 29972 members 
Mstep: Class 16 contains 11571 members 
Mstep: Class 17 contains 10081 members 
Mstep: Class 18 contains 9045 members 
Mstep: Class 19 contains 14807 members 
Mstep: Class 20 contains 12287 members 
Mstep: Class 21 contains 171314 members 
Mstep: Class 22 contains 30143 members 
Mstep: Class 23 contains 24850 members 
Mstep: Class 24 contains 82265 members 
Mstep: Class 25 contains 24844 members 
Mstep: Class 26 contains 13561 members 
Mstep: Class 27 contains 332561 members 
Mstep: Class 28 contains 203912 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10079 members 
Mstep: Class 31 contains 8995 members 
Mstep: Class 32 contains 83365 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 221855 members 
Mstep: Class 35 contains 91338 members 
Mstep: Class 36 contains 21208 members 
Mstep: Class 37 contains 8248 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493360.000000 Penalty: 136683.125000
Iteration 376Q: 39 clusters Score -2.354934e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 13797 members 
Mstep: Class 3 contains 13793 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 42448 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4505 members 
Mstep: Class 8 contains 196140 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28483 members 
Mstep: Class 11 contains 17082 members 
Mstep: Class 12 contains 16728 members 
Mstep: Class 13 contains 56086 members 
Mstep: Class 14 contains 155800 members 
Mstep: Class 15 contains 29971 members 
Mstep: Class 16 contains 11571 members 
Mstep: Class 17 contains 10081 members 
Mstep: Class 18 contains 9045 members 
Mstep: Class 19 contains 14807 members 
Mstep: Class 20 contains 12287 members 
Mstep: Class 21 contains 171315 members 
Mstep: Class 22 contains 30144 members 
Mstep: Class 23 contains 24850 members 
Mstep: Class 24 contains 82265 members 
Mstep: Class 25 contains 24844 members 
Mstep: Class 26 contains 13561 members 
Mstep: Class 27 contains 332561 members 
Mstep: Class 28 contains 203911 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10079 members 
Mstep: Class 31 contains 8995 members 
Mstep: Class 32 contains 83365 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 221855 members 
Mstep: Class 35 contains 91338 members 
Mstep: Class 36 contains 21208 members 
Mstep: Class 37 contains 8248 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493360.000000 Penalty: 136683.125000
Iteration 377Q: 39 clusters Score -2.354934e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 13797 members 
Mstep: Class 3 contains 13793 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 42448 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4505 members 
Mstep: Class 8 contains 196140 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28483 members 
Mstep: Class 11 contains 17082 members 
Mstep: Class 12 contains 16728 members 
Mstep: Class 13 contains 56086 members 
Mstep: Class 14 contains 155800 members 
Mstep: Class 15 contains 29971 members 
Mstep: Class 16 contains 11571 members 
Mstep: Class 17 contains 10081 members 
Mstep: Class 18 contains 9045 members 
Mstep: Class 19 contains 14807 members 
Mstep: Class 20 contains 12287 members 
Mstep: Class 21 contains 171316 members 
Mstep: Class 22 contains 30144 members 
Mstep: Class 23 contains 24850 members 
Mstep: Class 24 contains 82265 members 
Mstep: Class 25 contains 24844 members 
Mstep: Class 26 contains 13561 members 
Mstep: Class 27 contains 332561 members 
Mstep: Class 28 contains 203912 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10079 members 
Mstep: Class 31 contains 8995 members 
Mstep: Class 32 contains 83365 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 221853 members 
Mstep: Class 35 contains 91338 members 
Mstep: Class 36 contains 21208 members 
Mstep: Class 37 contains 8248 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493424.000000 Penalty: 136683.125000
Iteration 378Q: 39 clusters Score -2.354934e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 13797 members 
Mstep: Class 3 contains 13793 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 42448 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4505 members 
Mstep: Class 8 contains 196140 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28483 members 
Mstep: Class 11 contains 17082 members 
Mstep: Class 12 contains 16728 members 
Mstep: Class 13 contains 56086 members 
Mstep: Class 14 contains 155800 members 
Mstep: Class 15 contains 29971 members 
Mstep: Class 16 contains 11571 members 
Mstep: Class 17 contains 10081 members 
Mstep: Class 18 contains 9045 members 
Mstep: Class 19 contains 14807 members 
Mstep: Class 20 contains 12287 members 
Mstep: Class 21 contains 171317 members 
Mstep: Class 22 contains 30145 members 
Mstep: Class 23 contains 24850 members 
Mstep: Class 24 contains 82265 members 
Mstep: Class 25 contains 24844 members 
Mstep: Class 26 contains 13561 members 
Mstep: Class 27 contains 332560 members 
Mstep: Class 28 contains 203915 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10079 members 
Mstep: Class 31 contains 8995 members 
Mstep: Class 32 contains 83365 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 221849 members 
Mstep: Class 35 contains 91338 members 
Mstep: Class 36 contains 21208 members 
Mstep: Class 37 contains 8248 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493408.000000 Penalty: 136683.125000
Iteration 379Q: 39 clusters Score -2.354934e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 13797 members 
Mstep: Class 3 contains 13793 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 42448 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4505 members 
Mstep: Class 8 contains 196140 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28483 members 
Mstep: Class 11 contains 17082 members 
Mstep: Class 12 contains 16728 members 
Mstep: Class 13 contains 56086 members 
Mstep: Class 14 contains 155800 members 
Mstep: Class 15 contains 29968 members 
Mstep: Class 16 contains 11571 members 
Mstep: Class 17 contains 10081 members 
Mstep: Class 18 contains 9045 members 
Mstep: Class 19 contains 14807 members 
Mstep: Class 20 contains 12287 members 
Mstep: Class 21 contains 171318 members 
Mstep: Class 22 contains 30145 members 
Mstep: Class 23 contains 24850 members 
Mstep: Class 24 contains 82265 members 
Mstep: Class 25 contains 24844 members 
Mstep: Class 26 contains 13561 members 
Mstep: Class 27 contains 332560 members 
Mstep: Class 28 contains 203914 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10079 members 
Mstep: Class 31 contains 8995 members 
Mstep: Class 32 contains 83366 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 221852 members 
Mstep: Class 35 contains 91337 members 
Mstep: Class 36 contains 21208 members 
Mstep: Class 37 contains 8248 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493504.000000 Penalty: 136683.125000
Iteration 380F: 39 clusters Score -2.354935e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 13797 members 
Mstep: Class 3 contains 13793 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 42448 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4505 members 
Mstep: Class 8 contains 196139 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28483 members 
Mstep: Class 11 contains 17082 members 
Mstep: Class 12 contains 16728 members 
Mstep: Class 13 contains 56086 members 
Mstep: Class 14 contains 155800 members 
Mstep: Class 15 contains 29968 members 
Mstep: Class 16 contains 11571 members 
Mstep: Class 17 contains 10081 members 
Mstep: Class 18 contains 9045 members 
Mstep: Class 19 contains 14807 members 
Mstep: Class 20 contains 12287 members 
Mstep: Class 21 contains 171320 members 
Mstep: Class 22 contains 30145 members 
Mstep: Class 23 contains 24850 members 
Mstep: Class 24 contains 82265 members 
Mstep: Class 25 contains 24844 members 
Mstep: Class 26 contains 13561 members 
Mstep: Class 27 contains 332560 members 
Mstep: Class 28 contains 203912 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10079 members 
Mstep: Class 31 contains 8995 members 
Mstep: Class 32 contains 83366 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 221854 members 
Mstep: Class 35 contains 91336 members 
Mstep: Class 36 contains 21208 members 
Mstep: Class 37 contains 8248 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493536.000000 Penalty: 136683.125000
Iteration 381Q: 39 clusters Score -2.354935e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 13797 members 
Mstep: Class 3 contains 13793 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 42448 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4505 members 
Mstep: Class 8 contains 196138 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28483 members 
Mstep: Class 11 contains 17082 members 
Mstep: Class 12 contains 16728 members 
Mstep: Class 13 contains 56086 members 
Mstep: Class 14 contains 155800 members 
Mstep: Class 15 contains 29968 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 10081 members 
Mstep: Class 18 contains 9045 members 
Mstep: Class 19 contains 14807 members 
Mstep: Class 20 contains 12287 members 
Mstep: Class 21 contains 171323 members 
Mstep: Class 22 contains 30145 members 
Mstep: Class 23 contains 24850 members 
Mstep: Class 24 contains 82265 members 
Mstep: Class 25 contains 24844 members 
Mstep: Class 26 contains 13561 members 
Mstep: Class 27 contains 332560 members 
Mstep: Class 28 contains 203912 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10079 members 
Mstep: Class 31 contains 8995 members 
Mstep: Class 32 contains 83365 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 221853 members 
Mstep: Class 35 contains 91335 members 
Mstep: Class 36 contains 21208 members 
Mstep: Class 37 contains 8248 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493552.000000 Penalty: 136683.125000
Iteration 382Q: 39 clusters Score -2.354936e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 13796 members 
Mstep: Class 3 contains 13793 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 42448 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4505 members 
Mstep: Class 8 contains 196138 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28483 members 
Mstep: Class 11 contains 17082 members 
Mstep: Class 12 contains 16728 members 
Mstep: Class 13 contains 56086 members 
Mstep: Class 14 contains 155800 members 
Mstep: Class 15 contains 29968 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 10081 members 
Mstep: Class 18 contains 9045 members 
Mstep: Class 19 contains 14807 members 
Mstep: Class 20 contains 12287 members 
Mstep: Class 21 contains 171324 members 
Mstep: Class 22 contains 30145 members 
Mstep: Class 23 contains 24850 members 
Mstep: Class 24 contains 82264 members 
Mstep: Class 25 contains 24844 members 
Mstep: Class 26 contains 13561 members 
Mstep: Class 27 contains 332560 members 
Mstep: Class 28 contains 203915 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10079 members 
Mstep: Class 31 contains 8995 members 
Mstep: Class 32 contains 83365 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 221850 members 
Mstep: Class 35 contains 91336 members 
Mstep: Class 36 contains 21208 members 
Mstep: Class 37 contains 8248 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493568.000000 Penalty: 136683.125000
Iteration 383Q: 39 clusters Score -2.354936e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 13796 members 
Mstep: Class 3 contains 13793 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 42448 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4505 members 
Mstep: Class 8 contains 196138 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28483 members 
Mstep: Class 11 contains 17082 members 
Mstep: Class 12 contains 16728 members 
Mstep: Class 13 contains 56086 members 
Mstep: Class 14 contains 155799 members 
Mstep: Class 15 contains 29968 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 10081 members 
Mstep: Class 18 contains 9045 members 
Mstep: Class 19 contains 14807 members 
Mstep: Class 20 contains 12287 members 
Mstep: Class 21 contains 171324 members 
Mstep: Class 22 contains 30145 members 
Mstep: Class 23 contains 24850 members 
Mstep: Class 24 contains 82265 members 
Mstep: Class 25 contains 24844 members 
Mstep: Class 26 contains 13561 members 
Mstep: Class 27 contains 332559 members 
Mstep: Class 28 contains 203916 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10079 members 
Mstep: Class 31 contains 8995 members 
Mstep: Class 32 contains 83365 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 221850 members 
Mstep: Class 35 contains 91336 members 
Mstep: Class 36 contains 21208 members 
Mstep: Class 37 contains 8248 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493520.000000 Penalty: 136683.125000
Iteration 384Q: 39 clusters Score -2.354935e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 13796 members 
Mstep: Class 3 contains 13793 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 42448 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4505 members 
Mstep: Class 8 contains 196138 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28483 members 
Mstep: Class 11 contains 17082 members 
Mstep: Class 12 contains 16728 members 
Mstep: Class 13 contains 56086 members 
Mstep: Class 14 contains 155798 members 
Mstep: Class 15 contains 29968 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 10081 members 
Mstep: Class 18 contains 9045 members 
Mstep: Class 19 contains 14808 members 
Mstep: Class 20 contains 12287 members 
Mstep: Class 21 contains 171324 members 
Mstep: Class 22 contains 30145 members 
Mstep: Class 23 contains 24850 members 
Mstep: Class 24 contains 82265 members 
Mstep: Class 25 contains 24844 members 
Mstep: Class 26 contains 13561 members 
Mstep: Class 27 contains 332559 members 
Mstep: Class 28 contains 203916 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10079 members 
Mstep: Class 31 contains 8995 members 
Mstep: Class 32 contains 83365 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 221850 members 
Mstep: Class 35 contains 91336 members 
Mstep: Class 36 contains 21208 members 
Mstep: Class 37 contains 8248 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493488.000000 Penalty: 136683.125000
Iteration 385Q: 39 clusters Score -2.354935e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 13796 members 
Mstep: Class 3 contains 13793 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 42448 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4505 members 
Mstep: Class 8 contains 196138 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28483 members 
Mstep: Class 11 contains 17082 members 
Mstep: Class 12 contains 16728 members 
Mstep: Class 13 contains 56086 members 
Mstep: Class 14 contains 155796 members 
Mstep: Class 15 contains 29968 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 10081 members 
Mstep: Class 18 contains 9045 members 
Mstep: Class 19 contains 14810 members 
Mstep: Class 20 contains 12287 members 
Mstep: Class 21 contains 171324 members 
Mstep: Class 22 contains 30145 members 
Mstep: Class 23 contains 24850 members 
Mstep: Class 24 contains 82265 members 
Mstep: Class 25 contains 24844 members 
Mstep: Class 26 contains 13561 members 
Mstep: Class 27 contains 332559 members 
Mstep: Class 28 contains 203916 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10079 members 
Mstep: Class 31 contains 8995 members 
Mstep: Class 32 contains 83365 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 221850 members 
Mstep: Class 35 contains 91336 members 
Mstep: Class 36 contains 21208 members 
Mstep: Class 37 contains 8248 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493504.000000 Penalty: 136683.125000
Iteration 386Q: 39 clusters Score -2.354935e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 13796 members 
Mstep: Class 3 contains 13793 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 42448 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4505 members 
Mstep: Class 8 contains 196138 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28483 members 
Mstep: Class 11 contains 17082 members 
Mstep: Class 12 contains 16728 members 
Mstep: Class 13 contains 56086 members 
Mstep: Class 14 contains 155796 members 
Mstep: Class 15 contains 29968 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 10081 members 
Mstep: Class 18 contains 9045 members 
Mstep: Class 19 contains 14809 members 
Mstep: Class 20 contains 12287 members 
Mstep: Class 21 contains 171324 members 
Mstep: Class 22 contains 30145 members 
Mstep: Class 23 contains 24850 members 
Mstep: Class 24 contains 82265 members 
Mstep: Class 25 contains 24844 members 
Mstep: Class 26 contains 13561 members 
Mstep: Class 27 contains 332559 members 
Mstep: Class 28 contains 203916 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10079 members 
Mstep: Class 31 contains 8995 members 
Mstep: Class 32 contains 83365 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 221850 members 
Mstep: Class 35 contains 91336 members 
Mstep: Class 36 contains 21208 members 
Mstep: Class 37 contains 8249 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493488.000000 Penalty: 136683.125000
Iteration 387Q: 39 clusters Score -2.354935e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 13796 members 
Mstep: Class 3 contains 13793 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 42448 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4505 members 
Mstep: Class 8 contains 196138 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28483 members 
Mstep: Class 11 contains 17082 members 
Mstep: Class 12 contains 16728 members 
Mstep: Class 13 contains 56086 members 
Mstep: Class 14 contains 155796 members 
Mstep: Class 15 contains 29968 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 10081 members 
Mstep: Class 18 contains 9045 members 
Mstep: Class 19 contains 14809 members 
Mstep: Class 20 contains 12287 members 
Mstep: Class 21 contains 171324 members 
Mstep: Class 22 contains 30145 members 
Mstep: Class 23 contains 24850 members 
Mstep: Class 24 contains 82265 members 
Mstep: Class 25 contains 24844 members 
Mstep: Class 26 contains 13561 members 
Mstep: Class 27 contains 332559 members 
Mstep: Class 28 contains 203916 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10079 members 
Mstep: Class 31 contains 8995 members 
Mstep: Class 32 contains 83365 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 221850 members 
Mstep: Class 35 contains 91336 members 
Mstep: Class 36 contains 21208 members 
Mstep: Class 37 contains 8249 members 
Mstep: Class 38 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235493488.000000 Penalty: 136683.125000
Iteration 388F: 39 clusters Score -2.354935e+08 nChanged 0
Entering ConstructFrom: 
Score: -235493488.000000 Penalty: 136683.125000
Entering ConstructFrom: 
Trying to split cluster 1 (16009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Entering Unmasked Estep 
Score: -1898303.625000 Penalty: 2400.864746
	Iteration 0F: 2 clusters Score -1898304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1886845.750000 Penalty: 4801.729492
	Iteration 0F: 3 clusters Score -1886846 nChanged 6958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1890745.500000 Penalty: 4801.729492
	Iteration 1F: 3 clusters Score -1890746 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1891458.125000 Penalty: 4801.729492
	Iteration 2F: 3 clusters Score -1891458 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1892355.375000 Penalty: 4801.729492
	Iteration 3F: 3 clusters Score -1892355 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1893373.125000 Penalty: 4801.729492
	Iteration 4F: 3 clusters Score -1893373 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1894332.875000 Penalty: 4801.729492
	Iteration 5F: 3 clusters Score -1894333 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1895012.250000 Penalty: 4801.729492
	Iteration 6F: 3 clusters Score -1895012 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1895442.375000 Penalty: 4801.729492
	Iteration 7Q: 3 clusters Score -1895442 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1895721.625000 Penalty: 4801.729492
	Iteration 8Q: 3 clusters Score -1895722 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1895897.000000 Penalty: 4801.729492
	Iteration 9Q: 3 clusters Score -1895897 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1896013.500000 Penalty: 4801.729492
	Iteration 10Q: 3 clusters Score -1896014 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1896079.125000 Penalty: 4801.729492
	Iteration 11Q: 3 clusters Score -1896079 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1896120.625000 Penalty: 4801.729492
	Iteration 12Q: 3 clusters Score -1896121 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1896157.625000 Penalty: 4801.729492
	Iteration 13Q: 3 clusters Score -1896158 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1896187.875000 Penalty: 4801.729492
	Iteration 14Q: 3 clusters Score -1896188 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1896223.500000 Penalty: 4801.729492
	Iteration 15Q: 3 clusters Score -1896224 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1896254.875000 Penalty: 4801.729492
	Iteration 16Q: 3 clusters Score -1896255 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1896286.375000 Penalty: 4801.729492
	Iteration 17Q: 3 clusters Score -1896286 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1896319.625000 Penalty: 4801.729492
	Iteration 18Q: 3 clusters Score -1896320 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1896344.750000 Penalty: 4801.729492
	Iteration 19Q: 3 clusters Score -1896345 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1896369.625000 Penalty: 4801.729492
	Iteration 20F: 3 clusters Score -1896370 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1896390.375000 Penalty: 4801.729492
	Iteration 21Q: 3 clusters Score -1896390 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1896408.000000 Penalty: 4801.729492
	Iteration 22Q: 3 clusters Score -1896408 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1896422.625000 Penalty: 4801.729492
	Iteration 23Q: 3 clusters Score -1896423 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1896432.750000 Penalty: 4801.729492
	Iteration 24Q: 3 clusters Score -1896433 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1896440.250000 Penalty: 4801.729492
	Iteration 25Q: 3 clusters Score -1896440 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1896447.750000 Penalty: 4801.729492
	Iteration 26Q: 3 clusters Score -1896448 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1896453.250000 Penalty: 4801.729492
	Iteration 27Q: 3 clusters Score -1896453 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1896459.500000 Penalty: 4801.729492
	Iteration 28Q: 3 clusters Score -1896460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1896463.375000 Penalty: 4801.729492
	Iteration 29Q: 3 clusters Score -1896463 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1896481.625000 Penalty: 4801.729492
	Iteration 30Q: 3 clusters Score -1896482 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1896494.500000 Penalty: 4801.729492
	Iteration 31Q: 3 clusters Score -1896494 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1896502.375000 Penalty: 4801.729492
	Iteration 32Q: 3 clusters Score -1896502 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1896506.750000 Penalty: 4801.729492
	Iteration 33Q: 3 clusters Score -1896507 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1896511.625000 Penalty: 4801.729492
	Iteration 34Q: 3 clusters Score -1896512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1896517.125000 Penalty: 4801.729492
	Iteration 35Q: 3 clusters Score -1896517 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1896517.625000 Penalty: 4801.729492
	Iteration 36Q: 3 clusters Score -1896518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1896523.250000 Penalty: 4801.729492
	Iteration 37Q: 3 clusters Score -1896523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1896525.625000 Penalty: 4801.729492
	Iteration 38Q: 3 clusters Score -1896526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1896530.375000 Penalty: 4801.729492
	Iteration 39Q: 3 clusters Score -1896530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1896532.750000 Penalty: 4801.729492
	Iteration 40F: 3 clusters Score -1896533 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1896539.875000 Penalty: 4801.729492
	Iteration 41Q: 3 clusters Score -1896540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1896545.500000 Penalty: 4801.729492
	Iteration 42Q: 3 clusters Score -1896546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1896546.000000 Penalty: 4801.729492
	Iteration 43Q: 3 clusters Score -1896546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1896546.625000 Penalty: 4801.729492
	Iteration 44Q: 3 clusters Score -1896547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1896547.875000 Penalty: 4801.729492
	Iteration 45Q: 3 clusters Score -1896548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1896548.500000 Penalty: 4801.729492
	Iteration 46Q: 3 clusters Score -1896548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1896549.375000 Penalty: 4801.729492
	Iteration 47Q: 3 clusters Score -1896549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1896550.125000 Penalty: 4801.729492
	Iteration 48Q: 3 clusters Score -1896550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1896551.125000 Penalty: 4801.729492
	Iteration 49Q: 3 clusters Score -1896551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1896551.125000 Penalty: 4801.729492
	Iteration 50F: 3 clusters Score -1896551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Entering Unmasked Estep 
Score: -1588517.125000 Penalty: 2363.969238
	Iteration 0F: 2 clusters Score -1588517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1578468.875000 Penalty: 4727.938477
	Iteration 0F: 3 clusters Score -1578469 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1581682.750000 Penalty: 4727.938477
	Iteration 1F: 3 clusters Score -1581683 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1582107.250000 Penalty: 4727.938477
	Iteration 2F: 3 clusters Score -1582107 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1582433.000000 Penalty: 4727.938477
	Iteration 3F: 3 clusters Score -1582433 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1582748.625000 Penalty: 4727.938477
	Iteration 4Q: 3 clusters Score -1582749 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1583051.875000 Penalty: 4727.938477
	Iteration 5Q: 3 clusters Score -1583052 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1583347.375000 Penalty: 4727.938477
	Iteration 6Q: 3 clusters Score -1583347 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1583740.875000 Penalty: 4727.938477
	Iteration 7Q: 3 clusters Score -1583741 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1584168.625000 Penalty: 4727.938477
	Iteration 8Q: 3 clusters Score -1584169 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1584718.250000 Penalty: 4727.938477
	Iteration 9F: 3 clusters Score -1584718 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1585261.125000 Penalty: 4727.938477
	Iteration 10Q: 3 clusters Score -1585261 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -1585707.000000 Penalty: 4727.938477
	Iteration 11Q: 3 clusters Score -1585707 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1586051.125000 Penalty: 4727.938477
	Iteration 12Q: 3 clusters Score -1586051 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -1586295.250000 Penalty: 4727.938477
	Iteration 13Q: 3 clusters Score -1586295 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -1586463.000000 Penalty: 4727.938477
	Iteration 14Q: 3 clusters Score -1586463 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -1586586.500000 Penalty: 4727.938477
	Iteration 15Q: 3 clusters Score -1586586 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1586678.500000 Penalty: 4727.938477
	Iteration 16Q: 3 clusters Score -1586678 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -1586737.125000 Penalty: 4727.938477
	Iteration 17Q: 3 clusters Score -1586737 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -1586767.750000 Penalty: 4727.938477
	Iteration 18Q: 3 clusters Score -1586768 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1586786.625000 Penalty: 4727.938477
	Iteration 19Q: 3 clusters Score -1586787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -1586790.625000 Penalty: 4727.938477
	Iteration 20F: 3 clusters Score -1586791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -1586794.250000 Penalty: 4727.938477
	Iteration 21Q: 3 clusters Score -1586794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1586795.000000 Penalty: 4727.938477
	Iteration 22Q: 3 clusters Score -1586795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1586794.000000 Penalty: 4727.938477
	Iteration 23Q: 3 clusters Score -1586794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -1586797.000000 Penalty: 4727.938477
	Iteration 24Q: 3 clusters Score -1586797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -1586797.000000 Penalty: 4727.938477
	Iteration 25F: 3 clusters Score -1586797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Entering Unmasked Estep 
Score: -1668165.875000 Penalty: 2363.915283
	Iteration 0F: 2 clusters Score -1668166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1658080.375000 Penalty: 4727.830566
	Iteration 0F: 3 clusters Score -1658080 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1661218.625000 Penalty: 4727.830566
	Iteration 1F: 3 clusters Score -1661219 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1661632.500000 Penalty: 4727.830566
	Iteration 2F: 3 clusters Score -1661632 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1661918.500000 Penalty: 4727.830566
	Iteration 3F: 3 clusters Score -1661918 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1662173.875000 Penalty: 4727.830566
	Iteration 4Q: 3 clusters Score -1662174 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1662361.500000 Penalty: 4727.830566
	Iteration 5Q: 3 clusters Score -1662362 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1662507.500000 Penalty: 4727.830566
	Iteration 6Q: 3 clusters Score -1662508 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1662620.375000 Penalty: 4727.830566
	Iteration 7Q: 3 clusters Score -1662620 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1662743.000000 Penalty: 4727.830566
	Iteration 8Q: 3 clusters Score -1662743 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1662866.875000 Penalty: 4727.830566
	Iteration 9Q: 3 clusters Score -1662867 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1662995.000000 Penalty: 4727.830566
	Iteration 10Q: 3 clusters Score -1662995 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1663149.875000 Penalty: 4727.830566
	Iteration 11Q: 3 clusters Score -1663150 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1663315.000000 Penalty: 4727.830566
	Iteration 12Q: 3 clusters Score -1663315 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1663473.875000 Penalty: 4727.830566
	Iteration 13Q: 3 clusters Score -1663474 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1663636.750000 Penalty: 4727.830566
	Iteration 14Q: 3 clusters Score -1663637 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1663802.500000 Penalty: 4727.830566
	Iteration 15Q: 3 clusters Score -1663802 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1663992.375000 Penalty: 4727.830566
	Iteration 16Q: 3 clusters Score -1663992 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1664159.125000 Penalty: 4727.830566
	Iteration 17Q: 3 clusters Score -1664159 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1664289.875000 Penalty: 4727.830566
	Iteration 18Q: 3 clusters Score -1664290 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1664395.625000 Penalty: 4727.830566
	Iteration 19Q: 3 clusters Score -1664396 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1664494.375000 Penalty: 4727.830566
	Iteration 20F: 3 clusters Score -1664494 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1664572.750000 Penalty: 4727.830566
	Iteration 21Q: 3 clusters Score -1664573 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1664656.125000 Penalty: 4727.830566
	Iteration 22Q: 3 clusters Score -1664656 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1664724.875000 Penalty: 4727.830566
	Iteration 23Q: 3 clusters Score -1664725 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1664784.375000 Penalty: 4727.830566
	Iteration 24Q: 3 clusters Score -1664784 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1664841.750000 Penalty: 4727.830566
	Iteration 25Q: 3 clusters Score -1664842 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1664893.125000 Penalty: 4727.830566
	Iteration 26Q: 3 clusters Score -1664893 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1664960.875000 Penalty: 4727.830566
	Iteration 27Q: 3 clusters Score -1664961 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1665004.750000 Penalty: 4727.830566
	Iteration 28Q: 3 clusters Score -1665005 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1665066.000000 Penalty: 4727.830566
	Iteration 29Q: 3 clusters Score -1665066 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1665114.625000 Penalty: 4727.830566
	Iteration 30Q: 3 clusters Score -1665115 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1665160.125000 Penalty: 4727.830566
	Iteration 31Q: 3 clusters Score -1665160 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1665204.875000 Penalty: 4727.830566
	Iteration 32Q: 3 clusters Score -1665205 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1665245.250000 Penalty: 4727.830566
	Iteration 33Q: 3 clusters Score -1665245 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1665278.125000 Penalty: 4727.830566
	Iteration 34Q: 3 clusters Score -1665278 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1665315.125000 Penalty: 4727.830566
	Iteration 35Q: 3 clusters Score -1665315 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1665345.250000 Penalty: 4727.830566
	Iteration 36Q: 3 clusters Score -1665345 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1665388.125000 Penalty: 4727.830566
	Iteration 37Q: 3 clusters Score -1665388 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1665412.750000 Penalty: 4727.830566
	Iteration 38Q: 3 clusters Score -1665413 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1665448.125000 Penalty: 4727.830566
	Iteration 39Q: 3 clusters Score -1665448 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1665493.250000 Penalty: 4727.830566
	Iteration 40F: 3 clusters Score -1665493 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1665529.250000 Penalty: 4727.830566
	Iteration 41Q: 3 clusters Score -1665529 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1665551.750000 Penalty: 4727.830566
	Iteration 42Q: 3 clusters Score -1665552 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1665576.000000 Penalty: 4727.830566
	Iteration 43Q: 3 clusters Score -1665576 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1665602.750000 Penalty: 4727.830566
	Iteration 44Q: 3 clusters Score -1665603 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1665624.625000 Penalty: 4727.830566
	Iteration 45Q: 3 clusters Score -1665625 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1665646.000000 Penalty: 4727.830566
	Iteration 46Q: 3 clusters Score -1665646 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1665661.875000 Penalty: 4727.830566
	Iteration 47Q: 3 clusters Score -1665662 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1665680.375000 Penalty: 4727.830566
	Iteration 48Q: 3 clusters Score -1665680 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1665694.125000 Penalty: 4727.830566
	Iteration 49Q: 3 clusters Score -1665694 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1665710.375000 Penalty: 4727.830566
	Iteration 50Q: 3 clusters Score -1665710 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1665735.625000 Penalty: 4727.830566
	Iteration 51Q: 3 clusters Score -1665736 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1665748.750000 Penalty: 4727.830566
	Iteration 52Q: 3 clusters Score -1665749 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1665757.000000 Penalty: 4727.830566
	Iteration 53Q: 3 clusters Score -1665757 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -1665773.500000 Penalty: 4727.830566
	Iteration 54Q: 3 clusters Score -1665774 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1665782.375000 Penalty: 4727.830566
	Iteration 55Q: 3 clusters Score -1665782 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1665795.750000 Penalty: 4727.830566
	Iteration 56Q: 3 clusters Score -1665796 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1665805.500000 Penalty: 4727.830566
	Iteration 57Q: 3 clusters Score -1665806 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1665816.500000 Penalty: 4727.830566
	Iteration 58Q: 3 clusters Score -1665816 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1665831.750000 Penalty: 4727.830566
	Iteration 59Q: 3 clusters Score -1665832 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1665843.250000 Penalty: 4727.830566
	Iteration 60F: 3 clusters Score -1665843 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1665849.125000 Penalty: 4727.830566
	Iteration 61Q: 3 clusters Score -1665849 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1665858.250000 Penalty: 4727.830566
	Iteration 62Q: 3 clusters Score -1665858 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1665866.375000 Penalty: 4727.830566
	Iteration 63Q: 3 clusters Score -1665866 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1665872.750000 Penalty: 4727.830566
	Iteration 64Q: 3 clusters Score -1665873 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1665886.000000 Penalty: 4727.830566
	Iteration 65Q: 3 clusters Score -1665886 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1665888.000000 Penalty: 4727.830566
	Iteration 66Q: 3 clusters Score -1665888 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1665895.500000 Penalty: 4727.830566
	Iteration 67Q: 3 clusters Score -1665896 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1665907.250000 Penalty: 4727.830566
	Iteration 68Q: 3 clusters Score -1665907 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1665908.500000 Penalty: 4727.830566
	Iteration 69Q: 3 clusters Score -1665908 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1665914.625000 Penalty: 4727.830566
	Iteration 70Q: 3 clusters Score -1665915 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -1665921.000000 Penalty: 4727.830566
	Iteration 71Q: 3 clusters Score -1665921 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1665923.250000 Penalty: 4727.830566
	Iteration 72Q: 3 clusters Score -1665923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -1665925.875000 Penalty: 4727.830566
	Iteration 73Q: 3 clusters Score -1665926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1665931.125000 Penalty: 4727.830566
	Iteration 74Q: 3 clusters Score -1665931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1665931.875000 Penalty: 4727.830566
	Iteration 75Q: 3 clusters Score -1665932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1665933.500000 Penalty: 4727.830566
	Iteration 76Q: 3 clusters Score -1665934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1665931.875000 Penalty: 4727.830566
	Iteration 77Q: 3 clusters Score -1665932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1665932.500000 Penalty: 4727.830566
	Iteration 78Q: 3 clusters Score -1665932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1665936.625000 Penalty: 4727.830566
	Iteration 79Q: 3 clusters Score -1665937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1665937.125000 Penalty: 4727.830566
	Iteration 80F: 3 clusters Score -1665937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1665939.875000 Penalty: 4727.830566
	Iteration 81Q: 3 clusters Score -1665940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1665939.000000 Penalty: 4727.830566
	Iteration 82Q: 3 clusters Score -1665939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1665938.625000 Penalty: 4727.830566
	Iteration 83Q: 3 clusters Score -1665939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1665939.250000 Penalty: 4727.830566
	Iteration 84Q: 3 clusters Score -1665939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1665940.875000 Penalty: 4727.830566
	Iteration 85Q: 3 clusters Score -1665941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1665938.625000 Penalty: 4727.830566
	Iteration 86Q: 3 clusters Score -1665939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -1665939.500000 Penalty: 4727.830566
	Iteration 87Q: 3 clusters Score -1665940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -1665940.750000 Penalty: 4727.830566
	Iteration 88Q: 3 clusters Score -1665941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1665940.250000 Penalty: 4727.830566
	Iteration 89Q: 3 clusters Score -1665940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1665936.625000 Penalty: 4727.830566
	Iteration 90Q: 3 clusters Score -1665937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1665936.625000 Penalty: 4727.830566
	Iteration 91F: 3 clusters Score -1665937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Entering Unmasked Estep 
Score: -345378.312500 Penalty: 2008.689453
	Iteration 0F: 2 clusters Score -345378.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -341959.437500 Penalty: 4017.378906
	Iteration 0F: 3 clusters Score -341959.4 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -342837.562500 Penalty: 4017.378906
	Iteration 1F: 3 clusters Score -342837.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -343190.437500 Penalty: 4017.378906
	Iteration 2F: 3 clusters Score -343190.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -343518.156250 Penalty: 4017.378906
	Iteration 3F: 3 clusters Score -343518.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -343882.656250 Penalty: 4017.378906
	Iteration 4F: 3 clusters Score -343882.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -344243.531250 Penalty: 4017.378906
	Iteration 5F: 3 clusters Score -344243.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -344568.375000 Penalty: 4017.378906
	Iteration 6F: 3 clusters Score -344568.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -344755.437500 Penalty: 4017.378906
	Iteration 7Q: 3 clusters Score -344755.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -344857.906250 Penalty: 4017.378906
	Iteration 8Q: 3 clusters Score -344857.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -344907.906250 Penalty: 4017.378906
	Iteration 9Q: 3 clusters Score -344907.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -344935.906250 Penalty: 4017.378906
	Iteration 10Q: 3 clusters Score -344935.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -344956.843750 Penalty: 4017.378906
	Iteration 11Q: 3 clusters Score -344956.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -344975.125000 Penalty: 4017.378906
	Iteration 12Q: 3 clusters Score -344975.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -344983.375000 Penalty: 4017.378906
	Iteration 13Q: 3 clusters Score -344983.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -344993.687500 Penalty: 4017.378906
	Iteration 14Q: 3 clusters Score -344993.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -345001.187500 Penalty: 4017.378906
	Iteration 15Q: 3 clusters Score -345001.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -345009.000000 Penalty: 4017.378906
	Iteration 16Q: 3 clusters Score -345009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -345015.125000 Penalty: 4017.378906
	Iteration 17Q: 3 clusters Score -345015.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -345019.750000 Penalty: 4017.378906
	Iteration 18Q: 3 clusters Score -345019.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -345023.875000 Penalty: 4017.378906
	Iteration 19Q: 3 clusters Score -345023.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -345032.843750 Penalty: 4017.378906
	Iteration 20F: 3 clusters Score -345032.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -345039.750000 Penalty: 4017.378906
	Iteration 21Q: 3 clusters Score -345039.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -345046.875000 Penalty: 4017.378906
	Iteration 22Q: 3 clusters Score -345046.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -345055.625000 Penalty: 4017.378906
	Iteration 23Q: 3 clusters Score -345055.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -345062.750000 Penalty: 4017.378906
	Iteration 24Q: 3 clusters Score -345062.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -345069.468750 Penalty: 4017.378906
	Iteration 25Q: 3 clusters Score -345069.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -345077.781250 Penalty: 4017.378906
	Iteration 26Q: 3 clusters Score -345077.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -345087.531250 Penalty: 4017.378906
	Iteration 27Q: 3 clusters Score -345087.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -345104.031250 Penalty: 4017.378906
	Iteration 28Q: 3 clusters Score -345104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -345115.531250 Penalty: 4017.378906
	Iteration 29Q: 3 clusters Score -345115.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -345123.656250 Penalty: 4017.378906
	Iteration 30Q: 3 clusters Score -345123.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -345128.812500 Penalty: 4017.378906
	Iteration 31Q: 3 clusters Score -345128.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -345135.843750 Penalty: 4017.378906
	Iteration 32Q: 3 clusters Score -345135.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -345140.843750 Penalty: 4017.378906
	Iteration 33Q: 3 clusters Score -345140.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -345144.031250 Penalty: 4017.378906
	Iteration 34Q: 3 clusters Score -345144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -345144.406250 Penalty: 4017.378906
	Iteration 35Q: 3 clusters Score -345144.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -345145.500000 Penalty: 4017.378906
	Iteration 36Q: 3 clusters Score -345145.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -345145.500000 Penalty: 4017.378906
	Iteration 37F: 3 clusters Score -345145.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42448 members 
Entering Unmasked Estep 
Score: -5145121.500000 Penalty: 2642.696777
	Iteration 0F: 2 clusters Score -5145122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -5116468.500000 Penalty: 5285.393555
	Iteration 0F: 3 clusters Score -5116468 nChanged 19445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -5127228.000000 Penalty: 5285.393555
	Iteration 1F: 3 clusters Score -5127228 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -5127922.000000 Penalty: 5285.393555
	Iteration 2Q: 3 clusters Score -5127922 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -5128681.500000 Penalty: 5285.393555
	Iteration 3Q: 3 clusters Score -5128682 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -5129688.000000 Penalty: 5285.393555
	Iteration 4Q: 3 clusters Score -5129688 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 28580 members 
Entering Unmasked Estep 
Score: -5131254.000000 Penalty: 5285.393555
	Iteration 5F: 3 clusters Score -5131254 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -5133495.000000 Penalty: 5285.393555
	Iteration 6F: 3 clusters Score -5133495 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -5136234.500000 Penalty: 5285.393555
	Iteration 7F: 3 clusters Score -5136234 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 37522 members 
Entering Unmasked Estep 
Score: -5138911.500000 Penalty: 5285.393555
	Iteration 8F: 3 clusters Score -5138912 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 39623 members 
Entering Unmasked Estep 
Score: -5140844.500000 Penalty: 5285.393555
	Iteration 9Q: 3 clusters Score -5140844 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 40776 members 
Entering Unmasked Estep 
Score: -5141949.500000 Penalty: 5285.393555
	Iteration 10Q: 3 clusters Score -5141950 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 41284 members 
Entering Unmasked Estep 
Score: -5142407.000000 Penalty: 5285.393555
	Iteration 11Q: 3 clusters Score -5142407 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 41533 members 
Entering Unmasked Estep 
Score: -5142641.500000 Penalty: 5285.393555
	Iteration 12Q: 3 clusters Score -5142642 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 41657 members 
Entering Unmasked Estep 
Score: -5142760.000000 Penalty: 5285.393555
	Iteration 13Q: 3 clusters Score -5142760 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 41723 members 
Entering Unmasked Estep 
Score: -5142841.500000 Penalty: 5285.393555
	Iteration 14Q: 3 clusters Score -5142842 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 41770 members 
Entering Unmasked Estep 
Score: -5142894.000000 Penalty: 5285.393555
	Iteration 15Q: 3 clusters Score -5142894 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 41799 members 
Entering Unmasked Estep 
Score: -5142959.500000 Penalty: 5285.393555
	Iteration 16Q: 3 clusters Score -5142960 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 41824 members 
Entering Unmasked Estep 
Score: -5142991.500000 Penalty: 5285.393555
	Iteration 17Q: 3 clusters Score -5142992 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 41835 members 
Entering Unmasked Estep 
Score: -5143011.500000 Penalty: 5285.393555
	Iteration 18Q: 3 clusters Score -5143012 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 41848 members 
Entering Unmasked Estep 
Score: -5143021.000000 Penalty: 5285.393555
	Iteration 19Q: 3 clusters Score -5143021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 41854 members 
Entering Unmasked Estep 
Score: -5143036.000000 Penalty: 5285.393555
	Iteration 20F: 3 clusters Score -5143036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 41860 members 
Entering Unmasked Estep 
Score: -5143049.500000 Penalty: 5285.393555
	Iteration 21Q: 3 clusters Score -5143050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 41860 members 
Entering Unmasked Estep 
Score: -5143053.500000 Penalty: 5285.393555
	Iteration 22Q: 3 clusters Score -5143054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 41860 members 
Entering Unmasked Estep 
Score: -5143063.500000 Penalty: 5285.393555
	Iteration 23Q: 3 clusters Score -5143064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 41862 members 
Entering Unmasked Estep 
Score: -5143062.000000 Penalty: 5285.393555
	Iteration 24Q: 3 clusters Score -5143062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 41867 members 
Entering Unmasked Estep 
Score: -5143072.000000 Penalty: 5285.393555
	Iteration 25Q: 3 clusters Score -5143072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 41874 members 
Entering Unmasked Estep 
Score: -5143079.000000 Penalty: 5285.393555
	Iteration 26Q: 3 clusters Score -5143079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 41879 members 
Entering Unmasked Estep 
Score: -5143095.000000 Penalty: 5285.393555
	Iteration 27Q: 3 clusters Score -5143095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 41884 members 
Entering Unmasked Estep 
Score: -5143091.500000 Penalty: 5285.393555
	Iteration 28Q: 3 clusters Score -5143092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 41886 members 
Entering Unmasked Estep 
Score: -5143092.500000 Penalty: 5285.393555
	Iteration 29Q: 3 clusters Score -5143092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 41888 members 
Entering Unmasked Estep 
Score: -5143091.000000 Penalty: 5285.393555
	Iteration 30Q: 3 clusters Score -5143091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 41889 members 
Entering Unmasked Estep 
Score: -5143098.000000 Penalty: 5285.393555
	Iteration 31Q: 3 clusters Score -5143098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 41890 members 
Entering Unmasked Estep 
Score: -5143097.000000 Penalty: 5285.393555
	Iteration 32Q: 3 clusters Score -5143097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 41890 members 
Entering Unmasked Estep 
Score: -5143097.000000 Penalty: 5285.393555
	Iteration 33F: 3 clusters Score -5143097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -720333.187500 Penalty: 2154.318359
	Iteration 0F: 2 clusters Score -720333.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -715270.250000 Penalty: 4308.636719
	Iteration 0F: 3 clusters Score -715270.2 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -716633.250000 Penalty: 4308.636719
	Iteration 1F: 3 clusters Score -716633.2 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -717108.250000 Penalty: 4308.636719
	Iteration 2F: 3 clusters Score -717108.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -717561.375000 Penalty: 4308.636719
	Iteration 3F: 3 clusters Score -717561.4 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -718014.750000 Penalty: 4308.636719
	Iteration 4F: 3 clusters Score -718014.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -718397.937500 Penalty: 4308.636719
	Iteration 5F: 3 clusters Score -718397.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -718739.750000 Penalty: 4308.636719
	Iteration 6F: 3 clusters Score -718739.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -719005.500000 Penalty: 4308.636719
	Iteration 7F: 3 clusters Score -719005.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -719177.687500 Penalty: 4308.636719
	Iteration 8Q: 3 clusters Score -719177.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -719306.250000 Penalty: 4308.636719
	Iteration 9Q: 3 clusters Score -719306.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -719402.000000 Penalty: 4308.636719
	Iteration 10Q: 3 clusters Score -719402 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -719469.312500 Penalty: 4308.636719
	Iteration 11Q: 3 clusters Score -719469.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -719510.250000 Penalty: 4308.636719
	Iteration 12Q: 3 clusters Score -719510.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -719544.500000 Penalty: 4308.636719
	Iteration 13Q: 3 clusters Score -719544.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -719571.500000 Penalty: 4308.636719
	Iteration 14Q: 3 clusters Score -719571.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -719599.062500 Penalty: 4308.636719
	Iteration 15Q: 3 clusters Score -719599.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -719619.812500 Penalty: 4308.636719
	Iteration 16Q: 3 clusters Score -719619.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -719642.312500 Penalty: 4308.636719
	Iteration 17Q: 3 clusters Score -719642.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -719652.750000 Penalty: 4308.636719
	Iteration 18Q: 3 clusters Score -719652.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -719657.250000 Penalty: 4308.636719
	Iteration 19Q: 3 clusters Score -719657.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -719663.125000 Penalty: 4308.636719
	Iteration 20F: 3 clusters Score -719663.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -719669.625000 Penalty: 4308.636719
	Iteration 21Q: 3 clusters Score -719669.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -719676.437500 Penalty: 4308.636719
	Iteration 22Q: 3 clusters Score -719676.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -719683.312500 Penalty: 4308.636719
	Iteration 23Q: 3 clusters Score -719683.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -719691.437500 Penalty: 4308.636719
	Iteration 24Q: 3 clusters Score -719691.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -719699.375000 Penalty: 4308.636719
	Iteration 25Q: 3 clusters Score -719699.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -719704.750000 Penalty: 4308.636719
	Iteration 26Q: 3 clusters Score -719704.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -719706.000000 Penalty: 4308.636719
	Iteration 27Q: 3 clusters Score -719706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -719708.375000 Penalty: 4308.636719
	Iteration 28Q: 3 clusters Score -719708.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -719708.375000 Penalty: 4308.636719
	Iteration 29F: 3 clusters Score -719708.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Entering Unmasked Estep 
Score: -488623.812500 Penalty: 2086.409912
	Iteration 0F: 2 clusters Score -488623.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -484482.562500 Penalty: 4172.819824
	Iteration 0F: 3 clusters Score -484482.6 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -485864.906250 Penalty: 4172.819824
	Iteration 1F: 3 clusters Score -485864.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -486419.125000 Penalty: 4172.819824
	Iteration 2F: 3 clusters Score -486419.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -486887.562500 Penalty: 4172.819824
	Iteration 3F: 3 clusters Score -486887.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -487305.156250 Penalty: 4172.819824
	Iteration 4F: 3 clusters Score -487305.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -487664.000000 Penalty: 4172.819824
	Iteration 5F: 3 clusters Score -487664 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -487881.875000 Penalty: 4172.819824
	Iteration 6Q: 3 clusters Score -487881.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -488021.718750 Penalty: 4172.819824
	Iteration 7Q: 3 clusters Score -488021.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -488099.000000 Penalty: 4172.819824
	Iteration 8Q: 3 clusters Score -488099 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -488143.468750 Penalty: 4172.819824
	Iteration 9Q: 3 clusters Score -488143.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -488170.312500 Penalty: 4172.819824
	Iteration 10Q: 3 clusters Score -488170.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -488189.000000 Penalty: 4172.819824
	Iteration 11Q: 3 clusters Score -488189 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -488206.375000 Penalty: 4172.819824
	Iteration 12Q: 3 clusters Score -488206.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -488214.937500 Penalty: 4172.819824
	Iteration 13Q: 3 clusters Score -488214.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -488222.000000 Penalty: 4172.819824
	Iteration 14Q: 3 clusters Score -488222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -488223.968750 Penalty: 4172.819824
	Iteration 15Q: 3 clusters Score -488224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -488227.593750 Penalty: 4172.819824
	Iteration 16Q: 3 clusters Score -488227.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -488230.906250 Penalty: 4172.819824
	Iteration 17Q: 3 clusters Score -488230.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -488231.250000 Penalty: 4172.819824
	Iteration 18Q: 3 clusters Score -488231.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -488233.218750 Penalty: 4172.819824
	Iteration 19Q: 3 clusters Score -488233.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -488233.656250 Penalty: 4172.819824
	Iteration 20F: 3 clusters Score -488233.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -488234.312500 Penalty: 4172.819824
	Iteration 21Q: 3 clusters Score -488234.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -488235.531250 Penalty: 4172.819824
	Iteration 22Q: 3 clusters Score -488235.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -488236.750000 Penalty: 4172.819824
	Iteration 23Q: 3 clusters Score -488236.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -488236.750000 Penalty: 4172.819824
	Iteration 24F: 3 clusters Score -488236.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (196138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196138 members 
Entering Unmasked Estep 
Score: -23435732.000000 Penalty: 3022.270264
	Iteration 0F: 2 clusters Score -2.343573e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97803 members 
Mstep: Class 2 contains 98335 members 
Entering Unmasked Estep 
Score: -23304232.000000 Penalty: 6044.540527
	Iteration 0F: 3 clusters Score -2.330423e+07 nChanged 94603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92980 members 
Mstep: Class 2 contains 103158 members 
Entering Unmasked Estep 
Score: -23360398.000000 Penalty: 6044.540527
	Iteration 1F: 3 clusters Score -2.33604e+07 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89861 members 
Mstep: Class 2 contains 106277 members 
Entering Unmasked Estep 
Score: -23361852.000000 Penalty: 6044.540527
	Iteration 2Q: 3 clusters Score -2.336185e+07 nChanged 6683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85042 members 
Mstep: Class 2 contains 111096 members 
Entering Unmasked Estep 
Score: -23363718.000000 Penalty: 6044.540527
	Iteration 3Q: 3 clusters Score -2.336372e+07 nChanged 8411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77603 members 
Mstep: Class 2 contains 118535 members 
Entering Unmasked Estep 
Score: -23366870.000000 Penalty: 6044.540527
	Iteration 4Q: 3 clusters Score -2.336687e+07 nChanged 11333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66642 members 
Mstep: Class 2 contains 129496 members 
Entering Unmasked Estep 
Score: -23372776.000000 Penalty: 6044.540527
	Iteration 5F: 3 clusters Score -2.337278e+07 nChanged 15143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51605 members 
Mstep: Class 2 contains 144533 members 
Entering Unmasked Estep 
Score: -23384034.000000 Penalty: 6044.540527
	Iteration 6F: 3 clusters Score -2.338403e+07 nChanged 18034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33609 members 
Mstep: Class 2 contains 162529 members 
Entering Unmasked Estep 
Score: -23400508.000000 Penalty: 6044.540527
	Iteration 7F: 3 clusters Score -2.340051e+07 nChanged 16885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 179412 members 
Entering Unmasked Estep 
Score: -23417356.000000 Penalty: 6044.540527
	Iteration 8F: 3 clusters Score -2.341736e+07 nChanged 10675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 190087 members 
Entering Unmasked Estep 
Score: -23428034.000000 Penalty: 6044.540527
	Iteration 9F: 3 clusters Score -2.342803e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 194229 members 
Entering Unmasked Estep 
Score: -23431540.000000 Penalty: 6044.540527
	Iteration 10Q: 3 clusters Score -2.343154e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 195405 members 
Entering Unmasked Estep 
Score: -23432470.000000 Penalty: 6044.540527
	Iteration 11Q: 3 clusters Score -2.343247e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 195731 members 
Entering Unmasked Estep 
Score: -23432786.000000 Penalty: 6044.540527
	Iteration 12Q: 3 clusters Score -2.343279e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 195838 members 
Entering Unmasked Estep 
Score: -23432918.000000 Penalty: 6044.540527
	Iteration 13Q: 3 clusters Score -2.343292e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 195884 members 
Entering Unmasked Estep 
Score: -23432988.000000 Penalty: 6044.540527
	Iteration 14Q: 3 clusters Score -2.343299e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 195900 members 
Entering Unmasked Estep 
Score: -23433004.000000 Penalty: 6044.540527
	Iteration 15Q: 3 clusters Score -2.3433e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 195912 members 
Entering Unmasked Estep 
Score: -23433016.000000 Penalty: 6044.540527
	Iteration 16Q: 3 clusters Score -2.343302e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 195914 members 
Entering Unmasked Estep 
Score: -23433024.000000 Penalty: 6044.540527
	Iteration 17Q: 3 clusters Score -2.343302e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 195914 members 
Entering Unmasked Estep 
Score: -23433042.000000 Penalty: 6044.540527
	Iteration 18Q: 3 clusters Score -2.343304e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 195914 members 
Entering Unmasked Estep 
Score: -23433068.000000 Penalty: 6044.540527
	Iteration 19Q: 3 clusters Score -2.343307e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 195915 members 
Entering Unmasked Estep 
Score: -23433062.000000 Penalty: 6044.540527
	Iteration 20F: 3 clusters Score -2.343306e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Entering Unmasked Estep 
Score: -84176.406250 Penalty: 1659.328857
	Iteration 0F: 2 clusters Score -84176.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -82382.445312 Penalty: 3318.657715
	Iteration 0F: 3 clusters Score -82382.45 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -82729.476562 Penalty: 3318.657715
	Iteration 1F: 3 clusters Score -82729.48 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -82872.468750 Penalty: 3318.657715
	Iteration 2F: 3 clusters Score -82872.47 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -82988.148438 Penalty: 3318.657715
	Iteration 3F: 3 clusters Score -82988.15 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -83129.835938 Penalty: 3318.657715
	Iteration 4F: 3 clusters Score -83129.84 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -83221.968750 Penalty: 3318.657715
	Iteration 5Q: 3 clusters Score -83221.97 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -83291.062500 Penalty: 3318.657715
	Iteration 6Q: 3 clusters Score -83291.06 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -83372.046875 Penalty: 3318.657715
	Iteration 7Q: 3 clusters Score -83372.05 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -83444.578125 Penalty: 3318.657715
	Iteration 8Q: 3 clusters Score -83444.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -83501.531250 Penalty: 3318.657715
	Iteration 9Q: 3 clusters Score -83501.53 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -83592.421875 Penalty: 3318.657715
	Iteration 10Q: 3 clusters Score -83592.42 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -83747.085938 Penalty: 3318.657715
	Iteration 11Q: 3 clusters Score -83747.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -83954.101562 Penalty: 3318.657715
	Iteration 12Q: 3 clusters Score -83954.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -84074.070312 Penalty: 3318.657715
	Iteration 13Q: 3 clusters Score -84074.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -84173.632812 Penalty: 3318.657715
	Iteration 14Q: 3 clusters Score -84173.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -84296.273438 Penalty: 3318.657715
	Iteration 15Q: 3 clusters Score -84296.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -84310.554688 Penalty: 3318.657715
	Iteration 16Q: 3 clusters Score -84310.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -84319.093750 Penalty: 3318.657715
	Iteration 17Q: 3 clusters Score -84319.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -84322.531250 Penalty: 3318.657715
	Iteration 18Q: 3 clusters Score -84322.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -84322.531250 Penalty: 3318.657715
	Iteration 19F: 3 clusters Score -84322.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 13796 members 
Mstep: Class 3 contains 13793 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 42448 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4505 members 
Mstep: Class 8 contains 196138 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 28483 members 
Mstep: Class 11 contains 17082 members 
Mstep: Class 12 contains 16728 members 
Mstep: Class 13 contains 56086 members 
Mstep: Class 14 contains 155796 members 
Mstep: Class 15 contains 29968 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 10081 members 
Mstep: Class 18 contains 9045 members 
Mstep: Class 19 contains 14809 members 
Mstep: Class 20 contains 12287 members 
Mstep: Class 21 contains 171324 members 
Mstep: Class 22 contains 30145 members 
Mstep: Class 23 contains 24850 members 
Mstep: Class 24 contains 82265 members 
Mstep: Class 25 contains 24844 members 
Mstep: Class 26 contains 13561 members 
Mstep: Class 27 contains 332559 members 
Mstep: Class 28 contains 203916 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10079 members 
Mstep: Class 31 contains 8995 members 
Mstep: Class 32 contains 83365 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 221850 members 
Mstep: Class 35 contains 91336 members 
Mstep: Class 36 contains 21208 members 
Mstep: Class 37 contains 8249 members 
Mstep: Class 38 contains 905 members 
Mstep: Class 39 contains 398 members 
Entering Unmasked Estep 
Score: -235492464.000000 Penalty: 140280.062500
Splitting cluster 9 changes total score from -235493488.000000 to -235492464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (28483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Entering Unmasked Estep 
Score: -3471036.250000 Penalty: 2543.751709
	Iteration 0F: 2 clusters Score -3471036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -3451642.250000 Penalty: 5087.503418
	Iteration 0F: 3 clusters Score -3451642 nChanged 12816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -3459467.500000 Penalty: 5087.503418
	Iteration 1F: 3 clusters Score -3459468 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -3461135.250000 Penalty: 5087.503418
	Iteration 2F: 3 clusters Score -3461135 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -3463096.000000 Penalty: 5087.503418
	Iteration 3F: 3 clusters Score -3463096 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -3464747.500000 Penalty: 5087.503418
	Iteration 4F: 3 clusters Score -3464748 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -3466047.250000 Penalty: 5087.503418
	Iteration 5F: 3 clusters Score -3466047 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -3467073.250000 Penalty: 5087.503418
	Iteration 6F: 3 clusters Score -3467073 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -3467885.250000 Penalty: 5087.503418
	Iteration 7Q: 3 clusters Score -3467885 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -3468483.000000 Penalty: 5087.503418
	Iteration 8Q: 3 clusters Score -3468483 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -3469017.500000 Penalty: 5087.503418
	Iteration 9Q: 3 clusters Score -3469018 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -3469443.750000 Penalty: 5087.503418
	Iteration 10Q: 3 clusters Score -3469444 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -3469718.500000 Penalty: 5087.503418
	Iteration 11Q: 3 clusters Score -3469718 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -3469923.500000 Penalty: 5087.503418
	Iteration 12Q: 3 clusters Score -3469924 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -3470068.250000 Penalty: 5087.503418
	Iteration 13Q: 3 clusters Score -3470068 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -3470191.000000 Penalty: 5087.503418
	Iteration 14Q: 3 clusters Score -3470191 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -3470278.250000 Penalty: 5087.503418
	Iteration 15Q: 3 clusters Score -3470278 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3470342.500000 Penalty: 5087.503418
	Iteration 16Q: 3 clusters Score -3470342 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3470386.000000 Penalty: 5087.503418
	Iteration 17Q: 3 clusters Score -3470386 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -3470424.250000 Penalty: 5087.503418
	Iteration 18Q: 3 clusters Score -3470424 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3470460.250000 Penalty: 5087.503418
	Iteration 19Q: 3 clusters Score -3470460 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3470484.500000 Penalty: 5087.503418
	Iteration 20F: 3 clusters Score -3470484 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -3470498.000000 Penalty: 5087.503418
	Iteration 21Q: 3 clusters Score -3470498 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -3470510.500000 Penalty: 5087.503418
	Iteration 22Q: 3 clusters Score -3470510 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -3470518.000000 Penalty: 5087.503418
	Iteration 23Q: 3 clusters Score -3470518 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -3470523.500000 Penalty: 5087.503418
	Iteration 24Q: 3 clusters Score -3470524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3470532.500000 Penalty: 5087.503418
	Iteration 25Q: 3 clusters Score -3470532 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3470539.250000 Penalty: 5087.503418
	Iteration 26Q: 3 clusters Score -3470539 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3470548.000000 Penalty: 5087.503418
	Iteration 27Q: 3 clusters Score -3470548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3470551.750000 Penalty: 5087.503418
	Iteration 28Q: 3 clusters Score -3470552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27289 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3470554.500000 Penalty: 5087.503418
	Iteration 29Q: 3 clusters Score -3470554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27298 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3470551.000000 Penalty: 5087.503418
	Iteration 30Q: 3 clusters Score -3470551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3470551.750000 Penalty: 5087.503418
	Iteration 31Q: 3 clusters Score -3470552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3470558.750000 Penalty: 5087.503418
	Iteration 32Q: 3 clusters Score -3470559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3470558.500000 Penalty: 5087.503418
	Iteration 33Q: 3 clusters Score -3470558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27330 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3470561.250000 Penalty: 5087.503418
	Iteration 34Q: 3 clusters Score -3470561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3470568.500000 Penalty: 5087.503418
	Iteration 35Q: 3 clusters Score -3470568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3470572.750000 Penalty: 5087.503418
	Iteration 36Q: 3 clusters Score -3470573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3470571.750000 Penalty: 5087.503418
	Iteration 37Q: 3 clusters Score -3470572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -3470569.250000 Penalty: 5087.503418
	Iteration 38Q: 3 clusters Score -3470569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3470571.750000 Penalty: 5087.503418
	Iteration 39Q: 3 clusters Score -3470572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27352 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3470573.750000 Penalty: 5087.503418
	Iteration 40F: 3 clusters Score -3470574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -2034502.625000 Penalty: 2416.953613
	Iteration 0F: 2 clusters Score -2034503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -2022449.125000 Penalty: 4833.907227
	Iteration 0F: 3 clusters Score -2022449 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -2026349.375000 Penalty: 4833.907227
	Iteration 1F: 3 clusters Score -2026349 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2026720.750000 Penalty: 4833.907227
	Iteration 2F: 3 clusters Score -2026721 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -2027017.625000 Penalty: 4833.907227
	Iteration 3Q: 3 clusters Score -2027018 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -2027263.875000 Penalty: 4833.907227
	Iteration 4Q: 3 clusters Score -2027264 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -2027461.250000 Penalty: 4833.907227
	Iteration 5Q: 3 clusters Score -2027461 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -2027641.750000 Penalty: 4833.907227
	Iteration 6Q: 3 clusters Score -2027642 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -2027817.250000 Penalty: 4833.907227
	Iteration 7Q: 3 clusters Score -2027817 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -2027997.875000 Penalty: 4833.907227
	Iteration 8Q: 3 clusters Score -2027998 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -2028244.375000 Penalty: 4833.907227
	Iteration 9Q: 3 clusters Score -2028244 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -2028582.875000 Penalty: 4833.907227
	Iteration 10Q: 3 clusters Score -2028583 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -2029020.000000 Penalty: 4833.907227
	Iteration 11Q: 3 clusters Score -2029020 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -2029582.375000 Penalty: 4833.907227
	Iteration 12Q: 3 clusters Score -2029582 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -2030243.625000 Penalty: 4833.907227
	Iteration 13Q: 3 clusters Score -2030244 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -2030885.250000 Penalty: 4833.907227
	Iteration 14Q: 3 clusters Score -2030885 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -2031477.250000 Penalty: 4833.907227
	Iteration 15Q: 3 clusters Score -2031477 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -2031884.250000 Penalty: 4833.907227
	Iteration 16Q: 3 clusters Score -2031884 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -2032179.250000 Penalty: 4833.907227
	Iteration 17Q: 3 clusters Score -2032179 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -2032362.250000 Penalty: 4833.907227
	Iteration 18Q: 3 clusters Score -2032362 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -2032499.625000 Penalty: 4833.907227
	Iteration 19Q: 3 clusters Score -2032500 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -2032574.250000 Penalty: 4833.907227
	Iteration 20F: 3 clusters Score -2032574 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -2032636.125000 Penalty: 4833.907227
	Iteration 21Q: 3 clusters Score -2032636 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -2032678.875000 Penalty: 4833.907227
	Iteration 22Q: 3 clusters Score -2032679 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -2032722.375000 Penalty: 4833.907227
	Iteration 23Q: 3 clusters Score -2032722 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -2032761.375000 Penalty: 4833.907227
	Iteration 24Q: 3 clusters Score -2032761 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -2032802.375000 Penalty: 4833.907227
	Iteration 25Q: 3 clusters Score -2032802 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -2032816.750000 Penalty: 4833.907227
	Iteration 26Q: 3 clusters Score -2032817 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -2032835.125000 Penalty: 4833.907227
	Iteration 27Q: 3 clusters Score -2032835 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -2032862.625000 Penalty: 4833.907227
	Iteration 28Q: 3 clusters Score -2032863 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -2032869.125000 Penalty: 4833.907227
	Iteration 29Q: 3 clusters Score -2032869 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -2032882.750000 Penalty: 4833.907227
	Iteration 30Q: 3 clusters Score -2032883 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -2032898.125000 Penalty: 4833.907227
	Iteration 31Q: 3 clusters Score -2032898 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -2032908.750000 Penalty: 4833.907227
	Iteration 32Q: 3 clusters Score -2032909 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -2032922.625000 Penalty: 4833.907227
	Iteration 33Q: 3 clusters Score -2032923 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -2032929.750000 Penalty: 4833.907227
	Iteration 34Q: 3 clusters Score -2032930 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -2032941.000000 Penalty: 4833.907227
	Iteration 35Q: 3 clusters Score -2032941 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -2032951.750000 Penalty: 4833.907227
	Iteration 36Q: 3 clusters Score -2032952 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -2032954.000000 Penalty: 4833.907227
	Iteration 37Q: 3 clusters Score -2032954 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -2032961.625000 Penalty: 4833.907227
	Iteration 38Q: 3 clusters Score -2032962 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -2032964.750000 Penalty: 4833.907227
	Iteration 39Q: 3 clusters Score -2032965 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -2032968.875000 Penalty: 4833.907227
	Iteration 40F: 3 clusters Score -2032969 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -2032978.625000 Penalty: 4833.907227
	Iteration 41Q: 3 clusters Score -2032979 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -2032983.500000 Penalty: 4833.907227
	Iteration 42Q: 3 clusters Score -2032984 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -2032991.875000 Penalty: 4833.907227
	Iteration 43Q: 3 clusters Score -2032992 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -2032992.250000 Penalty: 4833.907227
	Iteration 44Q: 3 clusters Score -2032992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -2032993.125000 Penalty: 4833.907227
	Iteration 45Q: 3 clusters Score -2032993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -2032993.125000 Penalty: 4833.907227
	Iteration 46Q: 3 clusters Score -2032993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -2032996.500000 Penalty: 4833.907227
	Iteration 47Q: 3 clusters Score -2032996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -2032999.125000 Penalty: 4833.907227
	Iteration 48Q: 3 clusters Score -2032999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -2032997.750000 Penalty: 4833.907227
	Iteration 49Q: 3 clusters Score -2032998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -2032995.000000 Penalty: 4833.907227
	Iteration 50Q: 3 clusters Score -2032995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -2032997.000000 Penalty: 4833.907227
	Iteration 51Q: 3 clusters Score -2032997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -2032994.875000 Penalty: 4833.907227
	Iteration 52Q: 3 clusters Score -2032995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -2032995.375000 Penalty: 4833.907227
	Iteration 53Q: 3 clusters Score -2032995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -2032995.500000 Penalty: 4833.907227
	Iteration 54Q: 3 clusters Score -2032996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -2032995.500000 Penalty: 4833.907227
	Iteration 55F: 3 clusters Score -2032996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Entering Unmasked Estep 
Score: -2022114.875000 Penalty: 2411.760010
	Iteration 0F: 2 clusters Score -2022115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -2010180.625000 Penalty: 4823.520020
	Iteration 0F: 3 clusters Score -2010181 nChanged 7243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -2014129.625000 Penalty: 4823.520020
	Iteration 1F: 3 clusters Score -2014130 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2014766.000000 Penalty: 4823.520020
	Iteration 2F: 3 clusters Score -2014766 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -2015470.750000 Penalty: 4823.520020
	Iteration 3F: 3 clusters Score -2015471 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -2016222.375000 Penalty: 4823.520020
	Iteration 4F: 3 clusters Score -2016222 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -2016921.875000 Penalty: 4823.520020
	Iteration 5F: 3 clusters Score -2016922 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -2017505.500000 Penalty: 4823.520020
	Iteration 6F: 3 clusters Score -2017506 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -2017893.875000 Penalty: 4823.520020
	Iteration 7Q: 3 clusters Score -2017894 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -2018197.375000 Penalty: 4823.520020
	Iteration 8Q: 3 clusters Score -2018197 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -2018410.625000 Penalty: 4823.520020
	Iteration 9Q: 3 clusters Score -2018411 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -2018592.125000 Penalty: 4823.520020
	Iteration 10Q: 3 clusters Score -2018592 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -2018770.750000 Penalty: 4823.520020
	Iteration 11Q: 3 clusters Score -2018771 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -2018972.375000 Penalty: 4823.520020
	Iteration 12Q: 3 clusters Score -2018972 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -2019176.125000 Penalty: 4823.520020
	Iteration 13Q: 3 clusters Score -2019176 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -2019331.000000 Penalty: 4823.520020
	Iteration 14Q: 3 clusters Score -2019331 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -2019494.375000 Penalty: 4823.520020
	Iteration 15Q: 3 clusters Score -2019494 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -2019667.625000 Penalty: 4823.520020
	Iteration 16Q: 3 clusters Score -2019668 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -2019820.125000 Penalty: 4823.520020
	Iteration 17Q: 3 clusters Score -2019820 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -2019926.750000 Penalty: 4823.520020
	Iteration 18Q: 3 clusters Score -2019927 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -2019997.375000 Penalty: 4823.520020
	Iteration 19Q: 3 clusters Score -2019997 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2020029.625000 Penalty: 4823.520020
	Iteration 20F: 3 clusters Score -2020030 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -2020053.750000 Penalty: 4823.520020
	Iteration 21Q: 3 clusters Score -2020054 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -2020077.000000 Penalty: 4823.520020
	Iteration 22Q: 3 clusters Score -2020077 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2020090.750000 Penalty: 4823.520020
	Iteration 23Q: 3 clusters Score -2020091 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2020107.125000 Penalty: 4823.520020
	Iteration 24Q: 3 clusters Score -2020107 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2020125.750000 Penalty: 4823.520020
	Iteration 25Q: 3 clusters Score -2020126 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2020140.875000 Penalty: 4823.520020
	Iteration 26Q: 3 clusters Score -2020141 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2020159.750000 Penalty: 4823.520020
	Iteration 27Q: 3 clusters Score -2020160 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2020169.375000 Penalty: 4823.520020
	Iteration 28Q: 3 clusters Score -2020169 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2020180.625000 Penalty: 4823.520020
	Iteration 29Q: 3 clusters Score -2020181 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2020190.750000 Penalty: 4823.520020
	Iteration 30Q: 3 clusters Score -2020191 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2020195.750000 Penalty: 4823.520020
	Iteration 31Q: 3 clusters Score -2020196 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2020204.375000 Penalty: 4823.520020
	Iteration 32Q: 3 clusters Score -2020204 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2020213.125000 Penalty: 4823.520020
	Iteration 33Q: 3 clusters Score -2020213 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2020214.250000 Penalty: 4823.520020
	Iteration 34Q: 3 clusters Score -2020214 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2020214.500000 Penalty: 4823.520020
	Iteration 35Q: 3 clusters Score -2020214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2020220.125000 Penalty: 4823.520020
	Iteration 36Q: 3 clusters Score -2020220 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2020223.875000 Penalty: 4823.520020
	Iteration 37Q: 3 clusters Score -2020224 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2020230.750000 Penalty: 4823.520020
	Iteration 38Q: 3 clusters Score -2020231 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2020234.625000 Penalty: 4823.520020
	Iteration 39Q: 3 clusters Score -2020235 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2020238.125000 Penalty: 4823.520020
	Iteration 40F: 3 clusters Score -2020238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2020245.625000 Penalty: 4823.520020
	Iteration 41Q: 3 clusters Score -2020246 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2020245.750000 Penalty: 4823.520020
	Iteration 42Q: 3 clusters Score -2020246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2020254.875000 Penalty: 4823.520020
	Iteration 43Q: 3 clusters Score -2020255 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2020257.250000 Penalty: 4823.520020
	Iteration 44Q: 3 clusters Score -2020257 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2020263.750000 Penalty: 4823.520020
	Iteration 45Q: 3 clusters Score -2020264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2020269.125000 Penalty: 4823.520020
	Iteration 46Q: 3 clusters Score -2020269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2020270.250000 Penalty: 4823.520020
	Iteration 47Q: 3 clusters Score -2020270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2020271.375000 Penalty: 4823.520020
	Iteration 48Q: 3 clusters Score -2020271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2020275.750000 Penalty: 4823.520020
	Iteration 49Q: 3 clusters Score -2020276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2020280.625000 Penalty: 4823.520020
	Iteration 50Q: 3 clusters Score -2020281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2020278.750000 Penalty: 4823.520020
	Iteration 51Q: 3 clusters Score -2020279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2020281.375000 Penalty: 4823.520020
	Iteration 52Q: 3 clusters Score -2020281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2020283.875000 Penalty: 4823.520020
	Iteration 53Q: 3 clusters Score -2020284 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2020287.875000 Penalty: 4823.520020
	Iteration 54Q: 3 clusters Score -2020288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2020289.125000 Penalty: 4823.520020
	Iteration 55Q: 3 clusters Score -2020289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2020292.750000 Penalty: 4823.520020
	Iteration 56Q: 3 clusters Score -2020293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2020292.625000 Penalty: 4823.520020
	Iteration 57Q: 3 clusters Score -2020293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2020291.500000 Penalty: 4823.520020
	Iteration 58Q: 3 clusters Score -2020292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2020294.125000 Penalty: 4823.520020
	Iteration 59Q: 3 clusters Score -2020294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2020291.375000 Penalty: 4823.520020
	Iteration 60F: 3 clusters Score -2020291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2020292.875000 Penalty: 4823.520020
	Iteration 61Q: 3 clusters Score -2020293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2020295.000000 Penalty: 4823.520020
	Iteration 62Q: 3 clusters Score -2020295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2020292.750000 Penalty: 4823.520020
	Iteration 63Q: 3 clusters Score -2020293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2020292.750000 Penalty: 4823.520020
	Iteration 64F: 3 clusters Score -2020293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (56086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56086 members 
Entering Unmasked Estep 
Score: -6836497.500000 Penalty: 2711.791260
	Iteration 0F: 2 clusters Score -6836498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28108 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -6798768.500000 Penalty: 5423.582520
	Iteration 0F: 3 clusters Score -6798768 nChanged 26183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28803 members 
Mstep: Class 2 contains 27283 members 
Entering Unmasked Estep 
Score: -6813508.500000 Penalty: 5423.582520
	Iteration 1F: 3 clusters Score -6813508 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -6814229.500000 Penalty: 5423.582520
	Iteration 2Q: 3 clusters Score -6814230 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30551 members 
Mstep: Class 2 contains 25535 members 
Entering Unmasked Estep 
Score: -6815278.000000 Penalty: 5423.582520
	Iteration 3Q: 3 clusters Score -6815278 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -6816588.500000 Penalty: 5423.582520
	Iteration 4F: 3 clusters Score -6816588 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34489 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -6818461.000000 Penalty: 5423.582520
	Iteration 5F: 3 clusters Score -6818461 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -6821128.500000 Penalty: 5423.582520
	Iteration 6F: 3 clusters Score -6821128 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41069 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -6824456.500000 Penalty: 5423.582520
	Iteration 7F: 3 clusters Score -6824456 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44350 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -6827924.000000 Penalty: 5423.582520
	Iteration 8F: 3 clusters Score -6827924 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46745 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -6830594.000000 Penalty: 5423.582520
	Iteration 9F: 3 clusters Score -6830594 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48213 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -6832088.500000 Penalty: 5423.582520
	Iteration 10Q: 3 clusters Score -6832088 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49065 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -6832764.000000 Penalty: 5423.582520
	Iteration 11Q: 3 clusters Score -6832764 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49685 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -6833159.500000 Penalty: 5423.582520
	Iteration 12Q: 3 clusters Score -6833160 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50189 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -6833396.500000 Penalty: 5423.582520
	Iteration 13Q: 3 clusters Score -6833396 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50635 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -6833556.000000 Penalty: 5423.582520
	Iteration 14Q: 3 clusters Score -6833556 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51059 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -6833765.500000 Penalty: 5423.582520
	Iteration 15Q: 3 clusters Score -6833766 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51427 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -6833868.000000 Penalty: 5423.582520
	Iteration 16Q: 3 clusters Score -6833868 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51717 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -6833964.500000 Penalty: 5423.582520
	Iteration 17Q: 3 clusters Score -6833964 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51994 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -6834045.000000 Penalty: 5423.582520
	Iteration 18Q: 3 clusters Score -6834045 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52236 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -6834114.500000 Penalty: 5423.582520
	Iteration 19Q: 3 clusters Score -6834114 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52449 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -6834193.500000 Penalty: 5423.582520
	Iteration 20F: 3 clusters Score -6834194 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52662 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -6834269.000000 Penalty: 5423.582520
	Iteration 21Q: 3 clusters Score -6834269 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52860 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -6834322.500000 Penalty: 5423.582520
	Iteration 22Q: 3 clusters Score -6834322 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53011 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -6834376.500000 Penalty: 5423.582520
	Iteration 23Q: 3 clusters Score -6834376 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53157 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -6834444.000000 Penalty: 5423.582520
	Iteration 24Q: 3 clusters Score -6834444 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53296 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -6834476.000000 Penalty: 5423.582520
	Iteration 25Q: 3 clusters Score -6834476 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53428 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -6834530.000000 Penalty: 5423.582520
	Iteration 26Q: 3 clusters Score -6834530 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53538 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -6834579.500000 Penalty: 5423.582520
	Iteration 27Q: 3 clusters Score -6834580 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53621 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -6834601.500000 Penalty: 5423.582520
	Iteration 28Q: 3 clusters Score -6834602 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53695 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -6834608.000000 Penalty: 5423.582520
	Iteration 29Q: 3 clusters Score -6834608 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53768 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -6834617.000000 Penalty: 5423.582520
	Iteration 30Q: 3 clusters Score -6834617 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53824 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -6834628.000000 Penalty: 5423.582520
	Iteration 31Q: 3 clusters Score -6834628 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53873 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -6834636.500000 Penalty: 5423.582520
	Iteration 32Q: 3 clusters Score -6834636 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53914 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -6834652.000000 Penalty: 5423.582520
	Iteration 33Q: 3 clusters Score -6834652 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53943 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -6834664.000000 Penalty: 5423.582520
	Iteration 34Q: 3 clusters Score -6834664 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53980 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -6834668.500000 Penalty: 5423.582520
	Iteration 35Q: 3 clusters Score -6834668 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54021 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -6834688.500000 Penalty: 5423.582520
	Iteration 36Q: 3 clusters Score -6834688 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54064 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -6834702.000000 Penalty: 5423.582520
	Iteration 37Q: 3 clusters Score -6834702 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54113 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -6834716.000000 Penalty: 5423.582520
	Iteration 38Q: 3 clusters Score -6834716 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54151 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -6834729.000000 Penalty: 5423.582520
	Iteration 39Q: 3 clusters Score -6834729 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54185 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -6834734.000000 Penalty: 5423.582520
	Iteration 40F: 3 clusters Score -6834734 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54205 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -6834739.000000 Penalty: 5423.582520
	Iteration 41Q: 3 clusters Score -6834739 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54231 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -6834748.500000 Penalty: 5423.582520
	Iteration 42Q: 3 clusters Score -6834748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54251 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -6834755.000000 Penalty: 5423.582520
	Iteration 43Q: 3 clusters Score -6834755 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54269 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -6834752.500000 Penalty: 5423.582520
	Iteration 44Q: 3 clusters Score -6834752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54288 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -6834757.500000 Penalty: 5423.582520
	Iteration 45Q: 3 clusters Score -6834758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54302 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -6834751.500000 Penalty: 5423.582520
	Iteration 46Q: 3 clusters Score -6834752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54315 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -6834760.000000 Penalty: 5423.582520
	Iteration 47Q: 3 clusters Score -6834760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54326 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -6834766.000000 Penalty: 5423.582520
	Iteration 48Q: 3 clusters Score -6834766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54342 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -6834770.500000 Penalty: 5423.582520
	Iteration 49Q: 3 clusters Score -6834770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54355 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -6834770.500000 Penalty: 5423.582520
	Iteration 50Q: 3 clusters Score -6834770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54364 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -6834774.500000 Penalty: 5423.582520
	Iteration 51Q: 3 clusters Score -6834774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54374 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -6834773.500000 Penalty: 5423.582520
	Iteration 52Q: 3 clusters Score -6834774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54381 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -6834781.500000 Penalty: 5423.582520
	Iteration 53Q: 3 clusters Score -6834782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54387 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -6834779.500000 Penalty: 5423.582520
	Iteration 54Q: 3 clusters Score -6834780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54396 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -6834778.000000 Penalty: 5423.582520
	Iteration 55Q: 3 clusters Score -6834778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54404 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -6834786.500000 Penalty: 5423.582520
	Iteration 56Q: 3 clusters Score -6834786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54415 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -6834788.500000 Penalty: 5423.582520
	Iteration 57Q: 3 clusters Score -6834788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54420 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -6834789.000000 Penalty: 5423.582520
	Iteration 58Q: 3 clusters Score -6834789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54427 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -6834790.000000 Penalty: 5423.582520
	Iteration 59Q: 3 clusters Score -6834790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54430 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -6834799.000000 Penalty: 5423.582520
	Iteration 60F: 3 clusters Score -6834799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54433 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -6834793.000000 Penalty: 5423.582520
	Iteration 61Q: 3 clusters Score -6834793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54436 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -6834795.000000 Penalty: 5423.582520
	Iteration 62Q: 3 clusters Score -6834795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54441 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -6834792.500000 Penalty: 5423.582520
	Iteration 63Q: 3 clusters Score -6834792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54446 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -6834785.500000 Penalty: 5423.582520
	Iteration 64Q: 3 clusters Score -6834786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54452 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -6834790.500000 Penalty: 5423.582520
	Iteration 65Q: 3 clusters Score -6834790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54455 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -6834791.000000 Penalty: 5423.582520
	Iteration 66Q: 3 clusters Score -6834791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54456 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -6834790.500000 Penalty: 5423.582520
	Iteration 67Q: 3 clusters Score -6834790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54458 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -6834788.500000 Penalty: 5423.582520
	Iteration 68Q: 3 clusters Score -6834788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54460 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -6834790.000000 Penalty: 5423.582520
	Iteration 69Q: 3 clusters Score -6834790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54460 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -6834790.000000 Penalty: 5423.582520
	Iteration 70F: 3 clusters Score -6834790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (155796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155796 members 
Entering Unmasked Estep 
Score: -18996198.000000 Penalty: 2965.163086
	Iteration 0F: 2 clusters Score -1.89962e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77668 members 
Mstep: Class 2 contains 78128 members 
Entering Unmasked Estep 
Score: -18891804.000000 Penalty: 5930.326172
	Iteration 0F: 3 clusters Score -1.88918e+07 nChanged 74425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74955 members 
Mstep: Class 2 contains 80841 members 
Entering Unmasked Estep 
Score: -18934726.000000 Penalty: 5930.326172
	Iteration 1F: 3 clusters Score -1.893473e+07 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73063 members 
Mstep: Class 2 contains 82733 members 
Entering Unmasked Estep 
Score: -18935790.000000 Penalty: 5930.326172
	Iteration 2Q: 3 clusters Score -1.893579e+07 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70094 members 
Mstep: Class 2 contains 85702 members 
Entering Unmasked Estep 
Score: -18937160.000000 Penalty: 5930.326172
	Iteration 3Q: 3 clusters Score -1.893716e+07 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65535 members 
Mstep: Class 2 contains 90261 members 
Entering Unmasked Estep 
Score: -18939060.000000 Penalty: 5930.326172
	Iteration 4Q: 3 clusters Score -1.893906e+07 nChanged 7583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58644 members 
Mstep: Class 2 contains 97152 members 
Entering Unmasked Estep 
Score: -18942782.000000 Penalty: 5930.326172
	Iteration 5Q: 3 clusters Score -1.894278e+07 nChanged 10289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48729 members 
Mstep: Class 2 contains 107067 members 
Entering Unmasked Estep 
Score: -18949022.000000 Penalty: 5930.326172
	Iteration 6F: 3 clusters Score -1.894902e+07 nChanged 13218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35723 members 
Mstep: Class 2 contains 120073 members 
Entering Unmasked Estep 
Score: -18959730.000000 Penalty: 5930.326172
	Iteration 7F: 3 clusters Score -1.895973e+07 nChanged 14184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 134121 members 
Entering Unmasked Estep 
Score: -18973282.000000 Penalty: 5930.326172
	Iteration 8F: 3 clusters Score -1.897328e+07 nChanged 11007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 145060 members 
Entering Unmasked Estep 
Score: -18984030.000000 Penalty: 5930.326172
	Iteration 9F: 3 clusters Score -1.898403e+07 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 151123 members 
Entering Unmasked Estep 
Score: -18989860.000000 Penalty: 5930.326172
	Iteration 10Q: 3 clusters Score -1.898986e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 153723 members 
Entering Unmasked Estep 
Score: -18992112.000000 Penalty: 5930.326172
	Iteration 11Q: 3 clusters Score -1.899211e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 154645 members 
Entering Unmasked Estep 
Score: -18993034.000000 Penalty: 5930.326172
	Iteration 12Q: 3 clusters Score -1.899303e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 154939 members 
Entering Unmasked Estep 
Score: -18993312.000000 Penalty: 5930.326172
	Iteration 13Q: 3 clusters Score -1.899331e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 155064 members 
Entering Unmasked Estep 
Score: -18993480.000000 Penalty: 5930.326172
	Iteration 14Q: 3 clusters Score -1.899348e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 155120 members 
Entering Unmasked Estep 
Score: -18993548.000000 Penalty: 5930.326172
	Iteration 15Q: 3 clusters Score -1.899355e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 155135 members 
Entering Unmasked Estep 
Score: -18993614.000000 Penalty: 5930.326172
	Iteration 16Q: 3 clusters Score -1.899361e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 155148 members 
Entering Unmasked Estep 
Score: -18993622.000000 Penalty: 5930.326172
	Iteration 17Q: 3 clusters Score -1.899362e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 155148 members 
Entering Unmasked Estep 
Score: -18993644.000000 Penalty: 5930.326172
	Iteration 18Q: 3 clusters Score -1.899364e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 155151 members 
Entering Unmasked Estep 
Score: -18993658.000000 Penalty: 5930.326172
	Iteration 19Q: 3 clusters Score -1.899366e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 155151 members 
Entering Unmasked Estep 
Score: -18993676.000000 Penalty: 5930.326172
	Iteration 20F: 3 clusters Score -1.899368e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 155152 members 
Entering Unmasked Estep 
Score: -18993702.000000 Penalty: 5930.326172
	Iteration 21Q: 3 clusters Score -1.89937e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 155154 members 
Entering Unmasked Estep 
Score: -18993718.000000 Penalty: 5930.326172
	Iteration 22Q: 3 clusters Score -1.899372e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 155157 members 
Entering Unmasked Estep 
Score: -18993738.000000 Penalty: 5930.326172
	Iteration 23Q: 3 clusters Score -1.899374e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 155157 members 
Entering Unmasked Estep 
Score: -18993756.000000 Penalty: 5930.326172
	Iteration 24Q: 3 clusters Score -1.899376e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 155155 members 
Entering Unmasked Estep 
Score: -18993772.000000 Penalty: 5930.326172
	Iteration 25Q: 3 clusters Score -1.899377e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 155154 members 
Entering Unmasked Estep 
Score: -18993782.000000 Penalty: 5930.326172
	Iteration 26Q: 3 clusters Score -1.899378e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 155143 members 
Entering Unmasked Estep 
Score: -18993796.000000 Penalty: 5930.326172
	Iteration 27Q: 3 clusters Score -1.89938e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 155134 members 
Entering Unmasked Estep 
Score: -18993818.000000 Penalty: 5930.326172
	Iteration 28Q: 3 clusters Score -1.899382e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 155128 members 
Entering Unmasked Estep 
Score: -18993818.000000 Penalty: 5930.326172
	Iteration 29Q: 3 clusters Score -1.899382e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 155128 members 
Entering Unmasked Estep 
Score: -18993830.000000 Penalty: 5930.326172
	Iteration 30Q: 3 clusters Score -1.899383e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 155126 members 
Entering Unmasked Estep 
Score: -18993838.000000 Penalty: 5930.326172
	Iteration 31Q: 3 clusters Score -1.899384e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 155124 members 
Entering Unmasked Estep 
Score: -18993852.000000 Penalty: 5930.326172
	Iteration 32Q: 3 clusters Score -1.899385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 155125 members 
Entering Unmasked Estep 
Score: -18993832.000000 Penalty: 5930.326172
	Iteration 33Q: 3 clusters Score -1.899383e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 155125 members 
Entering Unmasked Estep 
Score: -18993842.000000 Penalty: 5930.326172
	Iteration 34Q: 3 clusters Score -1.899384e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 155127 members 
Entering Unmasked Estep 
Score: -18993838.000000 Penalty: 5930.326172
	Iteration 35Q: 3 clusters Score -1.899384e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 155125 members 
Entering Unmasked Estep 
Score: -18993846.000000 Penalty: 5930.326172
	Iteration 36Q: 3 clusters Score -1.899385e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 155125 members 
Entering Unmasked Estep 
Score: -18993838.000000 Penalty: 5930.326172
	Iteration 37Q: 3 clusters Score -1.899384e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 155123 members 
Entering Unmasked Estep 
Score: -18993838.000000 Penalty: 5930.326172
	Iteration 38Q: 3 clusters Score -1.899384e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 155117 members 
Entering Unmasked Estep 
Score: -18993846.000000 Penalty: 5930.326172
	Iteration 39Q: 3 clusters Score -1.899385e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 155114 members 
Entering Unmasked Estep 
Score: -18993844.000000 Penalty: 5930.326172
	Iteration 40F: 3 clusters Score -1.899384e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 155112 members 
Entering Unmasked Estep 
Score: -18993852.000000 Penalty: 5930.326172
	Iteration 41Q: 3 clusters Score -1.899385e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 155113 members 
Entering Unmasked Estep 
Score: -18993856.000000 Penalty: 5930.326172
	Iteration 42Q: 3 clusters Score -1.899386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 155113 members 
Entering Unmasked Estep 
Score: -18993850.000000 Penalty: 5930.326172
	Iteration 43Q: 3 clusters Score -1.899385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 155112 members 
Entering Unmasked Estep 
Score: -18993848.000000 Penalty: 5930.326172
	Iteration 44Q: 3 clusters Score -1.899385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 155112 members 
Entering Unmasked Estep 
Score: -18993850.000000 Penalty: 5930.326172
	Iteration 45Q: 3 clusters Score -1.899385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 155112 members 
Entering Unmasked Estep 
Score: -18993846.000000 Penalty: 5930.326172
	Iteration 46Q: 3 clusters Score -1.899385e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 155111 members 
Entering Unmasked Estep 
Score: -18993848.000000 Penalty: 5930.326172
	Iteration 47Q: 3 clusters Score -1.899385e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 155111 members 
Entering Unmasked Estep 
Score: -18993848.000000 Penalty: 5930.326172
	Iteration 48F: 3 clusters Score -1.899385e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Entering Unmasked Estep 
Score: -3602089.000000 Penalty: 2556.355469
	Iteration 0F: 2 clusters Score -3602089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -3581419.750000 Penalty: 5112.710938
	Iteration 0F: 3 clusters Score -3581420 nChanged 13632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -3588724.250000 Penalty: 5112.710938
	Iteration 1F: 3 clusters Score -3588724 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -3589178.500000 Penalty: 5112.710938
	Iteration 2Q: 3 clusters Score -3589178 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -3589607.000000 Penalty: 5112.710938
	Iteration 3Q: 3 clusters Score -3589607 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -3590133.500000 Penalty: 5112.710938
	Iteration 4Q: 3 clusters Score -3590134 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -3590903.250000 Penalty: 5112.710938
	Iteration 5Q: 3 clusters Score -3590903 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -3592106.500000 Penalty: 5112.710938
	Iteration 6F: 3 clusters Score -3592106 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -3593712.500000 Penalty: 5112.710938
	Iteration 7F: 3 clusters Score -3593712 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -3595476.750000 Penalty: 5112.710938
	Iteration 8F: 3 clusters Score -3595477 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -3597221.500000 Penalty: 5112.710938
	Iteration 9F: 3 clusters Score -3597222 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -3599086.500000 Penalty: 5112.710938
	Iteration 10F: 3 clusters Score -3599086 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -3600428.250000 Penalty: 5112.710938
	Iteration 11Q: 3 clusters Score -3600428 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -3600776.500000 Penalty: 5112.710938
	Iteration 12Q: 3 clusters Score -3600776 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -3600856.500000 Penalty: 5112.710938
	Iteration 13Q: 3 clusters Score -3600856 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -3600881.000000 Penalty: 5112.710938
	Iteration 14Q: 3 clusters Score -3600881 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -3600904.500000 Penalty: 5112.710938
	Iteration 15Q: 3 clusters Score -3600904 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -3600905.000000 Penalty: 5112.710938
	Iteration 16Q: 3 clusters Score -3600905 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -3600922.250000 Penalty: 5112.710938
	Iteration 17Q: 3 clusters Score -3600922 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -3600926.500000 Penalty: 5112.710938
	Iteration 18Q: 3 clusters Score -3600926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -3600933.000000 Penalty: 5112.710938
	Iteration 19Q: 3 clusters Score -3600933 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -3600931.750000 Penalty: 5112.710938
	Iteration 20F: 3 clusters Score -3600932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -3600933.000000 Penalty: 5112.710938
	Iteration 21Q: 3 clusters Score -3600933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -3600931.500000 Penalty: 5112.710938
	Iteration 22Q: 3 clusters Score -3600932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
Score: -3600937.250000 Penalty: 5112.710938
	Iteration 23Q: 3 clusters Score -3600937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -3600935.500000 Penalty: 5112.710938
	Iteration 24Q: 3 clusters Score -3600936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -3600934.750000 Penalty: 5112.710938
	Iteration 25Q: 3 clusters Score -3600935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -3600942.250000 Penalty: 5112.710938
	Iteration 26Q: 3 clusters Score -3600942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -3600942.750000 Penalty: 5112.710938
	Iteration 27Q: 3 clusters Score -3600943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -3600941.750000 Penalty: 5112.710938
	Iteration 28Q: 3 clusters Score -3600942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -3600941.500000 Penalty: 5112.710938
	Iteration 29Q: 3 clusters Score -3600942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -3600941.500000 Penalty: 5112.710938
	Iteration 30F: 3 clusters Score -3600942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Entering Unmasked Estep 
Score: -1394847.375000 Penalty: 2320.373047
	Iteration 0F: 2 clusters Score -1394847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1386180.000000 Penalty: 4640.746094
	Iteration 0F: 3 clusters Score -1386180 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1388721.375000 Penalty: 4640.746094
	Iteration 1F: 3 clusters Score -1388721 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1389028.000000 Penalty: 4640.746094
	Iteration 2F: 3 clusters Score -1389028 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1389275.625000 Penalty: 4640.746094
	Iteration 3Q: 3 clusters Score -1389276 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1389459.500000 Penalty: 4640.746094
	Iteration 4Q: 3 clusters Score -1389460 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1389631.625000 Penalty: 4640.746094
	Iteration 5Q: 3 clusters Score -1389632 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1389799.125000 Penalty: 4640.746094
	Iteration 6Q: 3 clusters Score -1389799 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1389974.500000 Penalty: 4640.746094
	Iteration 7Q: 3 clusters Score -1389974 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1390173.625000 Penalty: 4640.746094
	Iteration 8Q: 3 clusters Score -1390174 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1390414.875000 Penalty: 4640.746094
	Iteration 9Q: 3 clusters Score -1390415 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1390721.250000 Penalty: 4640.746094
	Iteration 10Q: 3 clusters Score -1390721 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1391086.000000 Penalty: 4640.746094
	Iteration 11Q: 3 clusters Score -1391086 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1391417.875000 Penalty: 4640.746094
	Iteration 12Q: 3 clusters Score -1391418 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1391751.250000 Penalty: 4640.746094
	Iteration 13Q: 3 clusters Score -1391751 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1392035.500000 Penalty: 4640.746094
	Iteration 14Q: 3 clusters Score -1392036 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1392258.500000 Penalty: 4640.746094
	Iteration 15Q: 3 clusters Score -1392258 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1392428.375000 Penalty: 4640.746094
	Iteration 16Q: 3 clusters Score -1392428 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1392557.750000 Penalty: 4640.746094
	Iteration 17Q: 3 clusters Score -1392558 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1392667.750000 Penalty: 4640.746094
	Iteration 18Q: 3 clusters Score -1392668 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1392740.375000 Penalty: 4640.746094
	Iteration 19Q: 3 clusters Score -1392740 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1392787.375000 Penalty: 4640.746094
	Iteration 20F: 3 clusters Score -1392787 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1392824.250000 Penalty: 4640.746094
	Iteration 21Q: 3 clusters Score -1392824 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1392861.375000 Penalty: 4640.746094
	Iteration 22Q: 3 clusters Score -1392861 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1392879.375000 Penalty: 4640.746094
	Iteration 23Q: 3 clusters Score -1392879 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1392895.750000 Penalty: 4640.746094
	Iteration 24Q: 3 clusters Score -1392896 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1392917.375000 Penalty: 4640.746094
	Iteration 25Q: 3 clusters Score -1392917 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1392936.250000 Penalty: 4640.746094
	Iteration 26Q: 3 clusters Score -1392936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1392950.375000 Penalty: 4640.746094
	Iteration 27Q: 3 clusters Score -1392950 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1392964.000000 Penalty: 4640.746094
	Iteration 28Q: 3 clusters Score -1392964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1392970.500000 Penalty: 4640.746094
	Iteration 29Q: 3 clusters Score -1392970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1392980.625000 Penalty: 4640.746094
	Iteration 30Q: 3 clusters Score -1392981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1392984.250000 Penalty: 4640.746094
	Iteration 31Q: 3 clusters Score -1392984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1392988.250000 Penalty: 4640.746094
	Iteration 32Q: 3 clusters Score -1392988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1392988.750000 Penalty: 4640.746094
	Iteration 33Q: 3 clusters Score -1392989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1392990.250000 Penalty: 4640.746094
	Iteration 34Q: 3 clusters Score -1392990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1392990.125000 Penalty: 4640.746094
	Iteration 35Q: 3 clusters Score -1392990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1392987.750000 Penalty: 4640.746094
	Iteration 36Q: 3 clusters Score -1392988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1392988.375000 Penalty: 4640.746094
	Iteration 37Q: 3 clusters Score -1392988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1392990.000000 Penalty: 4640.746094
	Iteration 38Q: 3 clusters Score -1392990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1392991.500000 Penalty: 4640.746094
	Iteration 39Q: 3 clusters Score -1392992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1392991.500000 Penalty: 4640.746094
	Iteration 40F: 3 clusters Score -1392992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Entering Unmasked Estep 
Score: -1162519.875000 Penalty: 2286.165039
	Iteration 0F: 2 clusters Score -1162520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1154821.500000 Penalty: 4572.330078
	Iteration 0F: 3 clusters Score -1154822 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1157113.875000 Penalty: 4572.330078
	Iteration 1F: 3 clusters Score -1157114 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1157546.000000 Penalty: 4572.330078
	Iteration 2F: 3 clusters Score -1157546 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1157937.250000 Penalty: 4572.330078
	Iteration 3F: 3 clusters Score -1157937 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1158299.750000 Penalty: 4572.330078
	Iteration 4F: 3 clusters Score -1158300 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1158658.750000 Penalty: 4572.330078
	Iteration 5F: 3 clusters Score -1158659 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1159010.625000 Penalty: 4572.330078
	Iteration 6F: 3 clusters Score -1159011 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1159345.875000 Penalty: 4572.330078
	Iteration 7Q: 3 clusters Score -1159346 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1159704.500000 Penalty: 4572.330078
	Iteration 8Q: 3 clusters Score -1159704 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1160007.625000 Penalty: 4572.330078
	Iteration 9Q: 3 clusters Score -1160008 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1160275.000000 Penalty: 4572.330078
	Iteration 10Q: 3 clusters Score -1160275 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1160514.000000 Penalty: 4572.330078
	Iteration 11Q: 3 clusters Score -1160514 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1160711.250000 Penalty: 4572.330078
	Iteration 12Q: 3 clusters Score -1160711 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1160886.750000 Penalty: 4572.330078
	Iteration 13Q: 3 clusters Score -1160887 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1161055.000000 Penalty: 4572.330078
	Iteration 14Q: 3 clusters Score -1161055 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1161129.500000 Penalty: 4572.330078
	Iteration 15Q: 3 clusters Score -1161130 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1161182.250000 Penalty: 4572.330078
	Iteration 16Q: 3 clusters Score -1161182 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1161222.000000 Penalty: 4572.330078
	Iteration 17Q: 3 clusters Score -1161222 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1161247.000000 Penalty: 4572.330078
	Iteration 18Q: 3 clusters Score -1161247 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1161256.375000 Penalty: 4572.330078
	Iteration 19Q: 3 clusters Score -1161256 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1161266.125000 Penalty: 4572.330078
	Iteration 20F: 3 clusters Score -1161266 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1161274.750000 Penalty: 4572.330078
	Iteration 21Q: 3 clusters Score -1161275 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1161280.625000 Penalty: 4572.330078
	Iteration 22Q: 3 clusters Score -1161281 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1161286.250000 Penalty: 4572.330078
	Iteration 23Q: 3 clusters Score -1161286 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1161293.125000 Penalty: 4572.330078
	Iteration 24Q: 3 clusters Score -1161293 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1161299.375000 Penalty: 4572.330078
	Iteration 25Q: 3 clusters Score -1161299 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1161307.000000 Penalty: 4572.330078
	Iteration 26Q: 3 clusters Score -1161307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1161307.000000 Penalty: 4572.330078
	Iteration 27Q: 3 clusters Score -1161307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1161308.875000 Penalty: 4572.330078
	Iteration 28Q: 3 clusters Score -1161309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1161312.000000 Penalty: 4572.330078
	Iteration 29Q: 3 clusters Score -1161312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1161313.375000 Penalty: 4572.330078
	Iteration 30Q: 3 clusters Score -1161313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1161314.000000 Penalty: 4572.330078
	Iteration 31Q: 3 clusters Score -1161314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1161317.375000 Penalty: 4572.330078
	Iteration 32Q: 3 clusters Score -1161317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1161316.125000 Penalty: 4572.330078
	Iteration 33Q: 3 clusters Score -1161316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1161319.625000 Penalty: 4572.330078
	Iteration 34Q: 3 clusters Score -1161320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1161323.000000 Penalty: 4572.330078
	Iteration 35Q: 3 clusters Score -1161323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1161324.625000 Penalty: 4572.330078
	Iteration 36Q: 3 clusters Score -1161325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1161324.625000 Penalty: 4572.330078
	Iteration 37Q: 3 clusters Score -1161325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1161326.875000 Penalty: 4572.330078
	Iteration 38Q: 3 clusters Score -1161327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1161327.125000 Penalty: 4572.330078
	Iteration 39Q: 3 clusters Score -1161327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1161329.250000 Penalty: 4572.330078
	Iteration 40F: 3 clusters Score -1161329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1161328.375000 Penalty: 4572.330078
	Iteration 41Q: 3 clusters Score -1161328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1161328.500000 Penalty: 4572.330078
	Iteration 42Q: 3 clusters Score -1161328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1161329.750000 Penalty: 4572.330078
	Iteration 43Q: 3 clusters Score -1161330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1161331.125000 Penalty: 4572.330078
	Iteration 44Q: 3 clusters Score -1161331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1161330.750000 Penalty: 4572.330078
	Iteration 45Q: 3 clusters Score -1161331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1161334.125000 Penalty: 4572.330078
	Iteration 46Q: 3 clusters Score -1161334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1161335.375000 Penalty: 4572.330078
	Iteration 47Q: 3 clusters Score -1161335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1161335.750000 Penalty: 4572.330078
	Iteration 48Q: 3 clusters Score -1161336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1161338.000000 Penalty: 4572.330078
	Iteration 49Q: 3 clusters Score -1161338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1161340.375000 Penalty: 4572.330078
	Iteration 50Q: 3 clusters Score -1161340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1161340.625000 Penalty: 4572.330078
	Iteration 51Q: 3 clusters Score -1161341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1161345.125000 Penalty: 4572.330078
	Iteration 52Q: 3 clusters Score -1161345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1161345.000000 Penalty: 4572.330078
	Iteration 53Q: 3 clusters Score -1161345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1161348.500000 Penalty: 4572.330078
	Iteration 54Q: 3 clusters Score -1161348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1161348.375000 Penalty: 4572.330078
	Iteration 55Q: 3 clusters Score -1161348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1161348.250000 Penalty: 4572.330078
	Iteration 56Q: 3 clusters Score -1161348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1161350.250000 Penalty: 4572.330078
	Iteration 57Q: 3 clusters Score -1161350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1161349.000000 Penalty: 4572.330078
	Iteration 58Q: 3 clusters Score -1161349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1161349.000000 Penalty: 4572.330078
	Iteration 59F: 3 clusters Score -1161349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Entering Unmasked Estep 
Score: -1027194.937500 Penalty: 2259.271973
	Iteration 0F: 2 clusters Score -1027195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1020186.562500 Penalty: 4518.543945
	Iteration 0F: 3 clusters Score -1020187 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1022130.500000 Penalty: 4518.543945
	Iteration 1F: 3 clusters Score -1022130 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1022475.562500 Penalty: 4518.543945
	Iteration 2F: 3 clusters Score -1022476 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1022725.625000 Penalty: 4518.543945
	Iteration 3F: 3 clusters Score -1022726 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1022937.562500 Penalty: 4518.543945
	Iteration 4Q: 3 clusters Score -1022938 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1023132.375000 Penalty: 4518.543945
	Iteration 5Q: 3 clusters Score -1023132 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1023339.312500 Penalty: 4518.543945
	Iteration 6Q: 3 clusters Score -1023339 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1023555.812500 Penalty: 4518.543945
	Iteration 7Q: 3 clusters Score -1023556 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1023791.187500 Penalty: 4518.543945
	Iteration 8Q: 3 clusters Score -1023791 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1023975.437500 Penalty: 4518.543945
	Iteration 9Q: 3 clusters Score -1023975 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1024145.062500 Penalty: 4518.543945
	Iteration 10Q: 3 clusters Score -1024145 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1024298.187500 Penalty: 4518.543945
	Iteration 11Q: 3 clusters Score -1024298 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1024459.125000 Penalty: 4518.543945
	Iteration 12Q: 3 clusters Score -1024459 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1024650.562500 Penalty: 4518.543945
	Iteration 13Q: 3 clusters Score -1024651 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1024865.500000 Penalty: 4518.543945
	Iteration 14Q: 3 clusters Score -1024866 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1025103.625000 Penalty: 4518.543945
	Iteration 15Q: 3 clusters Score -1025104 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1025330.312500 Penalty: 4518.543945
	Iteration 16Q: 3 clusters Score -1025330 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1025495.312500 Penalty: 4518.543945
	Iteration 17Q: 3 clusters Score -1025495 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1025611.375000 Penalty: 4518.543945
	Iteration 18Q: 3 clusters Score -1025611 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1025704.187500 Penalty: 4518.543945
	Iteration 19Q: 3 clusters Score -1025704 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1025814.500000 Penalty: 4518.543945
	Iteration 20F: 3 clusters Score -1025814 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1025920.062500 Penalty: 4518.543945
	Iteration 21Q: 3 clusters Score -1025920 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1026004.750000 Penalty: 4518.543945
	Iteration 22Q: 3 clusters Score -1026005 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1026071.625000 Penalty: 4518.543945
	Iteration 23Q: 3 clusters Score -1026072 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1026114.750000 Penalty: 4518.543945
	Iteration 24Q: 3 clusters Score -1026115 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1026136.875000 Penalty: 4518.543945
	Iteration 25Q: 3 clusters Score -1026137 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1026147.187500 Penalty: 4518.543945
	Iteration 26Q: 3 clusters Score -1026147 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1026154.312500 Penalty: 4518.543945
	Iteration 27Q: 3 clusters Score -1026154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1026152.437500 Penalty: 4518.543945
	Iteration 28Q: 3 clusters Score -1026152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1026155.312500 Penalty: 4518.543945
	Iteration 29Q: 3 clusters Score -1026155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1026155.937500 Penalty: 4518.543945
	Iteration 30Q: 3 clusters Score -1026156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1026158.500000 Penalty: 4518.543945
	Iteration 31Q: 3 clusters Score -1026158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1026159.375000 Penalty: 4518.543945
	Iteration 32Q: 3 clusters Score -1026159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1026159.562500 Penalty: 4518.543945
	Iteration 33Q: 3 clusters Score -1026160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1026160.687500 Penalty: 4518.543945
	Iteration 34Q: 3 clusters Score -1026161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1026161.250000 Penalty: 4518.543945
	Iteration 35Q: 3 clusters Score -1026161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1026162.687500 Penalty: 4518.543945
	Iteration 36Q: 3 clusters Score -1026163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1026164.000000 Penalty: 4518.543945
	Iteration 37Q: 3 clusters Score -1026164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1026164.250000 Penalty: 4518.543945
	Iteration 38Q: 3 clusters Score -1026164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1026166.562500 Penalty: 4518.543945
	Iteration 39Q: 3 clusters Score -1026167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1026167.062500 Penalty: 4518.543945
	Iteration 40F: 3 clusters Score -1026167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1026167.875000 Penalty: 4518.543945
	Iteration 41Q: 3 clusters Score -1026168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1026168.500000 Penalty: 4518.543945
	Iteration 42Q: 3 clusters Score -1026168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1026168.500000 Penalty: 4518.543945
	Iteration 43F: 3 clusters Score -1026168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Entering Unmasked Estep 
Score: -1680032.250000 Penalty: 2381.541504
	Iteration 0F: 2 clusters Score -1680032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1669254.000000 Penalty: 4763.083008
	Iteration 0F: 3 clusters Score -1669254 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1672832.125000 Penalty: 4763.083008
	Iteration 1F: 3 clusters Score -1672832 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1673477.375000 Penalty: 4763.083008
	Iteration 2F: 3 clusters Score -1673477 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1674172.500000 Penalty: 4763.083008
	Iteration 3F: 3 clusters Score -1674172 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1675077.875000 Penalty: 4763.083008
	Iteration 4F: 3 clusters Score -1675078 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1676144.375000 Penalty: 4763.083008
	Iteration 5F: 3 clusters Score -1676144 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1677159.625000 Penalty: 4763.083008
	Iteration 6F: 3 clusters Score -1677160 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1677978.625000 Penalty: 4763.083008
	Iteration 7F: 3 clusters Score -1677979 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1678462.125000 Penalty: 4763.083008
	Iteration 8F: 3 clusters Score -1678462 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1678733.875000 Penalty: 4763.083008
	Iteration 9Q: 3 clusters Score -1678734 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1678868.000000 Penalty: 4763.083008
	Iteration 10Q: 3 clusters Score -1678868 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1678946.125000 Penalty: 4763.083008
	Iteration 11Q: 3 clusters Score -1678946 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1679002.250000 Penalty: 4763.083008
	Iteration 12Q: 3 clusters Score -1679002 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1679038.000000 Penalty: 4763.083008
	Iteration 13Q: 3 clusters Score -1679038 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1679067.125000 Penalty: 4763.083008
	Iteration 14Q: 3 clusters Score -1679067 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1679102.750000 Penalty: 4763.083008
	Iteration 15Q: 3 clusters Score -1679103 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1679131.250000 Penalty: 4763.083008
	Iteration 16Q: 3 clusters Score -1679131 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1679173.125000 Penalty: 4763.083008
	Iteration 17Q: 3 clusters Score -1679173 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1679225.875000 Penalty: 4763.083008
	Iteration 18Q: 3 clusters Score -1679226 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1679268.750000 Penalty: 4763.083008
	Iteration 19Q: 3 clusters Score -1679269 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1679309.750000 Penalty: 4763.083008
	Iteration 20F: 3 clusters Score -1679310 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1679344.625000 Penalty: 4763.083008
	Iteration 21Q: 3 clusters Score -1679345 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1679381.250000 Penalty: 4763.083008
	Iteration 22Q: 3 clusters Score -1679381 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1679411.000000 Penalty: 4763.083008
	Iteration 23Q: 3 clusters Score -1679411 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1679430.625000 Penalty: 4763.083008
	Iteration 24Q: 3 clusters Score -1679431 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1679449.750000 Penalty: 4763.083008
	Iteration 25Q: 3 clusters Score -1679450 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1679461.750000 Penalty: 4763.083008
	Iteration 26Q: 3 clusters Score -1679462 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1679460.375000 Penalty: 4763.083008
	Iteration 27Q: 3 clusters Score -1679460 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1679472.875000 Penalty: 4763.083008
	Iteration 28Q: 3 clusters Score -1679473 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1679472.125000 Penalty: 4763.083008
	Iteration 29Q: 3 clusters Score -1679472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1679475.375000 Penalty: 4763.083008
	Iteration 30Q: 3 clusters Score -1679475 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1679485.250000 Penalty: 4763.083008
	Iteration 31Q: 3 clusters Score -1679485 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1679486.250000 Penalty: 4763.083008
	Iteration 32Q: 3 clusters Score -1679486 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1679492.500000 Penalty: 4763.083008
	Iteration 33Q: 3 clusters Score -1679492 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1679489.250000 Penalty: 4763.083008
	Iteration 34Q: 3 clusters Score -1679489 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1679498.375000 Penalty: 4763.083008
	Iteration 35Q: 3 clusters Score -1679498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1679501.875000 Penalty: 4763.083008
	Iteration 36Q: 3 clusters Score -1679502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1679504.250000 Penalty: 4763.083008
	Iteration 37Q: 3 clusters Score -1679504 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1679507.875000 Penalty: 4763.083008
	Iteration 38Q: 3 clusters Score -1679508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1679513.250000 Penalty: 4763.083008
	Iteration 39Q: 3 clusters Score -1679513 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1679513.625000 Penalty: 4763.083008
	Iteration 40F: 3 clusters Score -1679514 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1679525.750000 Penalty: 4763.083008
	Iteration 41Q: 3 clusters Score -1679526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1679531.875000 Penalty: 4763.083008
	Iteration 42Q: 3 clusters Score -1679532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1679525.875000 Penalty: 4763.083008
	Iteration 43Q: 3 clusters Score -1679526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1679531.750000 Penalty: 4763.083008
	Iteration 44Q: 3 clusters Score -1679532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1679531.500000 Penalty: 4763.083008
	Iteration 45Q: 3 clusters Score -1679532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1679528.875000 Penalty: 4763.083008
	Iteration 46Q: 3 clusters Score -1679529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1679529.875000 Penalty: 4763.083008
	Iteration 47Q: 3 clusters Score -1679530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1679531.750000 Penalty: 4763.083008
	Iteration 48Q: 3 clusters Score -1679532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1679537.250000 Penalty: 4763.083008
	Iteration 49Q: 3 clusters Score -1679537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1679540.250000 Penalty: 4763.083008
	Iteration 50Q: 3 clusters Score -1679540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1679542.625000 Penalty: 4763.083008
	Iteration 51Q: 3 clusters Score -1679543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1679540.375000 Penalty: 4763.083008
	Iteration 52Q: 3 clusters Score -1679540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1679542.375000 Penalty: 4763.083008
	Iteration 53Q: 3 clusters Score -1679542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1679539.875000 Penalty: 4763.083008
	Iteration 54Q: 3 clusters Score -1679540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1679541.500000 Penalty: 4763.083008
	Iteration 55Q: 3 clusters Score -1679542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1679541.500000 Penalty: 4763.083008
	Iteration 56F: 3 clusters Score -1679542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Entering Unmasked Estep 
Score: -1488878.250000 Penalty: 2335.241699
	Iteration 0F: 2 clusters Score -1488878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1479802.875000 Penalty: 4670.483398
	Iteration 0F: 3 clusters Score -1479803 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1482508.125000 Penalty: 4670.483398
	Iteration 1F: 3 clusters Score -1482508 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1482816.250000 Penalty: 4670.483398
	Iteration 2F: 3 clusters Score -1482816 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1483041.000000 Penalty: 4670.483398
	Iteration 3Q: 3 clusters Score -1483041 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1483255.500000 Penalty: 4670.483398
	Iteration 4Q: 3 clusters Score -1483256 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1483482.500000 Penalty: 4670.483398
	Iteration 5Q: 3 clusters Score -1483482 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1483764.000000 Penalty: 4670.483398
	Iteration 6Q: 3 clusters Score -1483764 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1484137.875000 Penalty: 4670.483398
	Iteration 7F: 3 clusters Score -1484138 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1484627.375000 Penalty: 4670.483398
	Iteration 8F: 3 clusters Score -1484627 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1485173.375000 Penalty: 4670.483398
	Iteration 9F: 3 clusters Score -1485173 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1485722.000000 Penalty: 4670.483398
	Iteration 10F: 3 clusters Score -1485722 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1486168.875000 Penalty: 4670.483398
	Iteration 11Q: 3 clusters Score -1486169 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1486496.625000 Penalty: 4670.483398
	Iteration 12Q: 3 clusters Score -1486497 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1486718.500000 Penalty: 4670.483398
	Iteration 13Q: 3 clusters Score -1486718 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1486853.375000 Penalty: 4670.483398
	Iteration 14Q: 3 clusters Score -1486853 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1486946.500000 Penalty: 4670.483398
	Iteration 15Q: 3 clusters Score -1486946 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1487021.625000 Penalty: 4670.483398
	Iteration 16Q: 3 clusters Score -1487022 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1487072.625000 Penalty: 4670.483398
	Iteration 17Q: 3 clusters Score -1487073 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1487112.000000 Penalty: 4670.483398
	Iteration 18Q: 3 clusters Score -1487112 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1487155.500000 Penalty: 4670.483398
	Iteration 19Q: 3 clusters Score -1487156 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1487181.000000 Penalty: 4670.483398
	Iteration 20F: 3 clusters Score -1487181 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1487198.000000 Penalty: 4670.483398
	Iteration 21Q: 3 clusters Score -1487198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1487203.875000 Penalty: 4670.483398
	Iteration 22Q: 3 clusters Score -1487204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1487213.250000 Penalty: 4670.483398
	Iteration 23Q: 3 clusters Score -1487213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1487216.875000 Penalty: 4670.483398
	Iteration 24Q: 3 clusters Score -1487217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1487228.125000 Penalty: 4670.483398
	Iteration 25Q: 3 clusters Score -1487228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1487225.250000 Penalty: 4670.483398
	Iteration 26Q: 3 clusters Score -1487225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1487228.500000 Penalty: 4670.483398
	Iteration 27Q: 3 clusters Score -1487228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1487233.875000 Penalty: 4670.483398
	Iteration 28Q: 3 clusters Score -1487234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1487241.000000 Penalty: 4670.483398
	Iteration 29Q: 3 clusters Score -1487241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1487248.500000 Penalty: 4670.483398
	Iteration 30Q: 3 clusters Score -1487248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1487251.750000 Penalty: 4670.483398
	Iteration 31Q: 3 clusters Score -1487252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1487256.000000 Penalty: 4670.483398
	Iteration 32Q: 3 clusters Score -1487256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1487255.375000 Penalty: 4670.483398
	Iteration 33Q: 3 clusters Score -1487255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1487254.625000 Penalty: 4670.483398
	Iteration 34Q: 3 clusters Score -1487255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1487255.250000 Penalty: 4670.483398
	Iteration 35Q: 3 clusters Score -1487255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1487256.500000 Penalty: 4670.483398
	Iteration 36Q: 3 clusters Score -1487256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1487261.125000 Penalty: 4670.483398
	Iteration 37Q: 3 clusters Score -1487261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1487263.875000 Penalty: 4670.483398
	Iteration 38Q: 3 clusters Score -1487264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1487261.875000 Penalty: 4670.483398
	Iteration 39Q: 3 clusters Score -1487262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1487264.500000 Penalty: 4670.483398
	Iteration 40F: 3 clusters Score -1487264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1487271.375000 Penalty: 4670.483398
	Iteration 41Q: 3 clusters Score -1487271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1487273.875000 Penalty: 4670.483398
	Iteration 42Q: 3 clusters Score -1487274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1487277.375000 Penalty: 4670.483398
	Iteration 43Q: 3 clusters Score -1487277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1487278.750000 Penalty: 4670.483398
	Iteration 44Q: 3 clusters Score -1487279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1487282.125000 Penalty: 4670.483398
	Iteration 45Q: 3 clusters Score -1487282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1487285.500000 Penalty: 4670.483398
	Iteration 46Q: 3 clusters Score -1487286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1487292.250000 Penalty: 4670.483398
	Iteration 47Q: 3 clusters Score -1487292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1487296.500000 Penalty: 4670.483398
	Iteration 48Q: 3 clusters Score -1487296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1487302.750000 Penalty: 4670.483398
	Iteration 49Q: 3 clusters Score -1487303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1487305.875000 Penalty: 4670.483398
	Iteration 50Q: 3 clusters Score -1487306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1487306.125000 Penalty: 4670.483398
	Iteration 51Q: 3 clusters Score -1487306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1487307.125000 Penalty: 4670.483398
	Iteration 52Q: 3 clusters Score -1487307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1487306.500000 Penalty: 4670.483398
	Iteration 53Q: 3 clusters Score -1487306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1487306.125000 Penalty: 4670.483398
	Iteration 54Q: 3 clusters Score -1487306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1487306.125000 Penalty: 4670.483398
	Iteration 55Q: 3 clusters Score -1487306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1487306.125000 Penalty: 4670.483398
	Iteration 56F: 3 clusters Score -1487306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (171324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171324 members 
Entering Unmasked Estep 
Score: -20929422.000000 Penalty: 2988.725342
	Iteration 0F: 2 clusters Score -2.092942e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85995 members 
Mstep: Class 2 contains 85329 members 
Entering Unmasked Estep 
Score: -20814346.000000 Penalty: 5977.450684
	Iteration 0F: 3 clusters Score -2.081435e+07 nChanged 82467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93272 members 
Mstep: Class 2 contains 78052 members 
Entering Unmasked Estep 
Score: -20864346.000000 Penalty: 5977.450684
	Iteration 1F: 3 clusters Score -2.086435e+07 nChanged 7322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97990 members 
Mstep: Class 2 contains 73334 members 
Entering Unmasked Estep 
Score: -20866900.000000 Penalty: 5977.450684
	Iteration 2Q: 3 clusters Score -2.08669e+07 nChanged 9246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105016 members 
Mstep: Class 2 contains 66308 members 
Entering Unmasked Estep 
Score: -20871378.000000 Penalty: 5977.450684
	Iteration 3F: 3 clusters Score -2.087138e+07 nChanged 11546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114658 members 
Mstep: Class 2 contains 56666 members 
Entering Unmasked Estep 
Score: -20878428.000000 Penalty: 5977.450684
	Iteration 4F: 3 clusters Score -2.087843e+07 nChanged 13083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126317 members 
Mstep: Class 2 contains 45007 members 
Entering Unmasked Estep 
Score: -20888232.000000 Penalty: 5977.450684
	Iteration 5F: 3 clusters Score -2.088823e+07 nChanged 13120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138503 members 
Mstep: Class 2 contains 32821 members 
Entering Unmasked Estep 
Score: -20898890.000000 Penalty: 5977.450684
	Iteration 6F: 3 clusters Score -2.089889e+07 nChanged 11142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149337 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -20908768.000000 Penalty: 5977.450684
	Iteration 7F: 3 clusters Score -2.090877e+07 nChanged 8054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157307 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -20915866.000000 Penalty: 5977.450684
	Iteration 8Q: 3 clusters Score -2.091587e+07 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162412 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -20920358.000000 Penalty: 5977.450684
	Iteration 9Q: 3 clusters Score -2.092036e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165471 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -20922970.000000 Penalty: 5977.450684
	Iteration 10Q: 3 clusters Score -2.092297e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167334 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -20924328.000000 Penalty: 5977.450684
	Iteration 11Q: 3 clusters Score -2.092433e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168554 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -20925264.000000 Penalty: 5977.450684
	Iteration 12Q: 3 clusters Score -2.092526e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169352 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -20925852.000000 Penalty: 5977.450684
	Iteration 13Q: 3 clusters Score -2.092585e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169824 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -20926216.000000 Penalty: 5977.450684
	Iteration 14Q: 3 clusters Score -2.092622e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170128 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -20926468.000000 Penalty: 5977.450684
	Iteration 15Q: 3 clusters Score -2.092647e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170317 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -20926628.000000 Penalty: 5977.450684
	Iteration 16Q: 3 clusters Score -2.092663e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170427 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -20926702.000000 Penalty: 5977.450684
	Iteration 17Q: 3 clusters Score -2.09267e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170507 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -20926720.000000 Penalty: 5977.450684
	Iteration 18Q: 3 clusters Score -2.092672e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170566 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -20926800.000000 Penalty: 5977.450684
	Iteration 19Q: 3 clusters Score -2.09268e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170612 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -20926834.000000 Penalty: 5977.450684
	Iteration 20F: 3 clusters Score -2.092683e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170658 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -20926856.000000 Penalty: 5977.450684
	Iteration 21Q: 3 clusters Score -2.092686e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170676 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -20926874.000000 Penalty: 5977.450684
	Iteration 22Q: 3 clusters Score -2.092687e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170689 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -20926872.000000 Penalty: 5977.450684
	Iteration 23Q: 3 clusters Score -2.092687e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170697 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -20926880.000000 Penalty: 5977.450684
	Iteration 24Q: 3 clusters Score -2.092688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170702 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -20926882.000000 Penalty: 5977.450684
	Iteration 25Q: 3 clusters Score -2.092688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170706 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -20926884.000000 Penalty: 5977.450684
	Iteration 26Q: 3 clusters Score -2.092688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170711 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -20926876.000000 Penalty: 5977.450684
	Iteration 27Q: 3 clusters Score -2.092688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170715 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -20926882.000000 Penalty: 5977.450684
	Iteration 28Q: 3 clusters Score -2.092688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170716 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -20926886.000000 Penalty: 5977.450684
	Iteration 29Q: 3 clusters Score -2.092689e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170716 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -20926884.000000 Penalty: 5977.450684
	Iteration 30Q: 3 clusters Score -2.092688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170717 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -20926888.000000 Penalty: 5977.450684
	Iteration 31Q: 3 clusters Score -2.092689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170719 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -20926890.000000 Penalty: 5977.450684
	Iteration 32Q: 3 clusters Score -2.092689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170723 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -20926896.000000 Penalty: 5977.450684
	Iteration 33Q: 3 clusters Score -2.09269e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170728 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -20926892.000000 Penalty: 5977.450684
	Iteration 34Q: 3 clusters Score -2.092689e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170732 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -20926910.000000 Penalty: 5977.450684
	Iteration 35Q: 3 clusters Score -2.092691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170733 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -20926910.000000 Penalty: 5977.450684
	Iteration 36Q: 3 clusters Score -2.092691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170734 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -20926904.000000 Penalty: 5977.450684
	Iteration 37Q: 3 clusters Score -2.09269e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170734 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -20926904.000000 Penalty: 5977.450684
	Iteration 38F: 3 clusters Score -2.09269e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (30145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Entering Unmasked Estep 
Score: -3411284.500000 Penalty: 2557.815918
	Iteration 0F: 2 clusters Score -3411284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -3390549.750000 Penalty: 5115.631836
	Iteration 0F: 3 clusters Score -3390550 nChanged 13642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -3398195.000000 Penalty: 5115.631836
	Iteration 1F: 3 clusters Score -3398195 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -3398986.750000 Penalty: 5115.631836
	Iteration 2F: 3 clusters Score -3398987 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -3399809.750000 Penalty: 5115.631836
	Iteration 3F: 3 clusters Score -3399810 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -3400672.750000 Penalty: 5115.631836
	Iteration 4F: 3 clusters Score -3400673 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -3401522.000000 Penalty: 5115.631836
	Iteration 5F: 3 clusters Score -3401522 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -3402495.750000 Penalty: 5115.631836
	Iteration 6F: 3 clusters Score -3402496 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -3403570.250000 Penalty: 5115.631836
	Iteration 7F: 3 clusters Score -3403570 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -3404925.500000 Penalty: 5115.631836
	Iteration 8F: 3 clusters Score -3404926 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -3406659.750000 Penalty: 5115.631836
	Iteration 9F: 3 clusters Score -3406660 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -3408023.500000 Penalty: 5115.631836
	Iteration 10Q: 3 clusters Score -3408024 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -3408710.750000 Penalty: 5115.631836
	Iteration 11Q: 3 clusters Score -3408711 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -3409045.000000 Penalty: 5115.631836
	Iteration 12Q: 3 clusters Score -3409045 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -3409261.500000 Penalty: 5115.631836
	Iteration 13Q: 3 clusters Score -3409262 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -3409400.750000 Penalty: 5115.631836
	Iteration 14Q: 3 clusters Score -3409401 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -3409482.000000 Penalty: 5115.631836
	Iteration 15Q: 3 clusters Score -3409482 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -3409534.250000 Penalty: 5115.631836
	Iteration 16Q: 3 clusters Score -3409534 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -3409619.500000 Penalty: 5115.631836
	Iteration 17Q: 3 clusters Score -3409620 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -3409685.250000 Penalty: 5115.631836
	Iteration 18Q: 3 clusters Score -3409685 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -3409708.500000 Penalty: 5115.631836
	Iteration 19Q: 3 clusters Score -3409708 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -3409759.000000 Penalty: 5115.631836
	Iteration 20F: 3 clusters Score -3409759 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -3409792.750000 Penalty: 5115.631836
	Iteration 21Q: 3 clusters Score -3409793 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -3409832.250000 Penalty: 5115.631836
	Iteration 22Q: 3 clusters Score -3409832 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -3409844.500000 Penalty: 5115.631836
	Iteration 23Q: 3 clusters Score -3409844 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -3409858.500000 Penalty: 5115.631836
	Iteration 24Q: 3 clusters Score -3409858 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -3409887.250000 Penalty: 5115.631836
	Iteration 25Q: 3 clusters Score -3409887 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -3409915.000000 Penalty: 5115.631836
	Iteration 26Q: 3 clusters Score -3409915 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -3409934.250000 Penalty: 5115.631836
	Iteration 27Q: 3 clusters Score -3409934 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -3409950.750000 Penalty: 5115.631836
	Iteration 28Q: 3 clusters Score -3409951 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -3409962.250000 Penalty: 5115.631836
	Iteration 29Q: 3 clusters Score -3409962 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -3409982.750000 Penalty: 5115.631836
	Iteration 30Q: 3 clusters Score -3409983 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -3409988.000000 Penalty: 5115.631836
	Iteration 31Q: 3 clusters Score -3409988 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -3409981.250000 Penalty: 5115.631836
	Iteration 32Q: 3 clusters Score -3409981 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -3409984.000000 Penalty: 5115.631836
	Iteration 33Q: 3 clusters Score -3409984 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -3409993.250000 Penalty: 5115.631836
	Iteration 34Q: 3 clusters Score -3409993 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -3410013.000000 Penalty: 5115.631836
	Iteration 35Q: 3 clusters Score -3410013 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -3410006.750000 Penalty: 5115.631836
	Iteration 36Q: 3 clusters Score -3410007 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -3410010.750000 Penalty: 5115.631836
	Iteration 37Q: 3 clusters Score -3410011 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -3410022.500000 Penalty: 5115.631836
	Iteration 38Q: 3 clusters Score -3410022 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -3410022.250000 Penalty: 5115.631836
	Iteration 39Q: 3 clusters Score -3410022 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25128 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -3410036.000000 Penalty: 5115.631836
	Iteration 40F: 3 clusters Score -3410036 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -3410035.750000 Penalty: 5115.631836
	Iteration 41Q: 3 clusters Score -3410036 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -3410047.250000 Penalty: 5115.631836
	Iteration 42Q: 3 clusters Score -3410047 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -3410051.500000 Penalty: 5115.631836
	Iteration 43Q: 3 clusters Score -3410052 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -3410065.500000 Penalty: 5115.631836
	Iteration 44Q: 3 clusters Score -3410066 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -3410072.500000 Penalty: 5115.631836
	Iteration 45Q: 3 clusters Score -3410072 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -3410075.000000 Penalty: 5115.631836
	Iteration 46Q: 3 clusters Score -3410075 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -3410077.250000 Penalty: 5115.631836
	Iteration 47Q: 3 clusters Score -3410077 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -3410079.500000 Penalty: 5115.631836
	Iteration 48Q: 3 clusters Score -3410080 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -3410092.000000 Penalty: 5115.631836
	Iteration 49Q: 3 clusters Score -3410092 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25513 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -3410096.000000 Penalty: 5115.631836
	Iteration 50Q: 3 clusters Score -3410096 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -3410100.500000 Penalty: 5115.631836
	Iteration 51Q: 3 clusters Score -3410100 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -3410098.250000 Penalty: 5115.631836
	Iteration 52Q: 3 clusters Score -3410098 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -3410106.250000 Penalty: 5115.631836
	Iteration 53Q: 3 clusters Score -3410106 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -3410103.750000 Penalty: 5115.631836
	Iteration 54Q: 3 clusters Score -3410104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -3410101.750000 Penalty: 5115.631836
	Iteration 55Q: 3 clusters Score -3410102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -3410106.750000 Penalty: 5115.631836
	Iteration 56Q: 3 clusters Score -3410107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -3410108.000000 Penalty: 5115.631836
	Iteration 57Q: 3 clusters Score -3410108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -3410114.250000 Penalty: 5115.631836
	Iteration 58Q: 3 clusters Score -3410114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -3410114.250000 Penalty: 5115.631836
	Iteration 59Q: 3 clusters Score -3410114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -3410114.000000 Penalty: 5115.631836
	Iteration 60F: 3 clusters Score -3410114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -3410108.000000 Penalty: 5115.631836
	Iteration 61Q: 3 clusters Score -3410108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25673 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -3410109.000000 Penalty: 5115.631836
	Iteration 62Q: 3 clusters Score -3410109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -3410109.000000 Penalty: 5115.631836
	Iteration 63Q: 3 clusters Score -3410109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -3410108.000000 Penalty: 5115.631836
	Iteration 64Q: 3 clusters Score -3410108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -3410104.000000 Penalty: 5115.631836
	Iteration 65Q: 3 clusters Score -3410104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25684 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -3410101.750000 Penalty: 5115.631836
	Iteration 66Q: 3 clusters Score -3410102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25684 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -3410104.500000 Penalty: 5115.631836
	Iteration 67Q: 3 clusters Score -3410104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -3410103.500000 Penalty: 5115.631836
	Iteration 68Q: 3 clusters Score -3410104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -3410101.000000 Penalty: 5115.631836
	Iteration 69Q: 3 clusters Score -3410101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -3410101.000000 Penalty: 5115.631836
	Iteration 70F: 3 clusters Score -3410101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (24850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Entering Unmasked Estep 
Score: -2954737.500000 Penalty: 2509.912109
	Iteration 0F: 2 clusters Score -2954738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -2937588.250000 Penalty: 5019.824219
	Iteration 0F: 3 clusters Score -2937588 nChanged 11071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -2943929.500000 Penalty: 5019.824219
	Iteration 1F: 3 clusters Score -2943930 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -2944830.000000 Penalty: 5019.824219
	Iteration 2F: 3 clusters Score -2944830 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -2945772.500000 Penalty: 5019.824219
	Iteration 3F: 3 clusters Score -2945772 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -2946684.250000 Penalty: 5019.824219
	Iteration 4F: 3 clusters Score -2946684 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -2947486.000000 Penalty: 5019.824219
	Iteration 5F: 3 clusters Score -2947486 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -2948158.000000 Penalty: 5019.824219
	Iteration 6F: 3 clusters Score -2948158 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2948686.250000 Penalty: 5019.824219
	Iteration 7Q: 3 clusters Score -2948686 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -2949033.250000 Penalty: 5019.824219
	Iteration 8Q: 3 clusters Score -2949033 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -2949272.000000 Penalty: 5019.824219
	Iteration 9Q: 3 clusters Score -2949272 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -2949512.750000 Penalty: 5019.824219
	Iteration 10Q: 3 clusters Score -2949513 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2949742.250000 Penalty: 5019.824219
	Iteration 11Q: 3 clusters Score -2949742 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -2949934.000000 Penalty: 5019.824219
	Iteration 12Q: 3 clusters Score -2949934 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -2950158.250000 Penalty: 5019.824219
	Iteration 13Q: 3 clusters Score -2950158 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -2950400.750000 Penalty: 5019.824219
	Iteration 14Q: 3 clusters Score -2950401 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -2950661.250000 Penalty: 5019.824219
	Iteration 15Q: 3 clusters Score -2950661 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -2950984.250000 Penalty: 5019.824219
	Iteration 16Q: 3 clusters Score -2950984 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -2951306.250000 Penalty: 5019.824219
	Iteration 17Q: 3 clusters Score -2951306 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -2951630.250000 Penalty: 5019.824219
	Iteration 18Q: 3 clusters Score -2951630 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -2951997.750000 Penalty: 5019.824219
	Iteration 19Q: 3 clusters Score -2951998 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -2952351.750000 Penalty: 5019.824219
	Iteration 20F: 3 clusters Score -2952352 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -2952667.000000 Penalty: 5019.824219
	Iteration 21Q: 3 clusters Score -2952667 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -2952878.750000 Penalty: 5019.824219
	Iteration 22Q: 3 clusters Score -2952879 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2953042.000000 Penalty: 5019.824219
	Iteration 23Q: 3 clusters Score -2953042 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2953162.000000 Penalty: 5019.824219
	Iteration 24Q: 3 clusters Score -2953162 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2953226.000000 Penalty: 5019.824219
	Iteration 25Q: 3 clusters Score -2953226 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2953271.500000 Penalty: 5019.824219
	Iteration 26Q: 3 clusters Score -2953272 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2953328.250000 Penalty: 5019.824219
	Iteration 27Q: 3 clusters Score -2953328 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2953358.000000 Penalty: 5019.824219
	Iteration 28Q: 3 clusters Score -2953358 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2953385.500000 Penalty: 5019.824219
	Iteration 29Q: 3 clusters Score -2953386 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2953389.750000 Penalty: 5019.824219
	Iteration 30Q: 3 clusters Score -2953390 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2953406.750000 Penalty: 5019.824219
	Iteration 31Q: 3 clusters Score -2953407 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2953409.250000 Penalty: 5019.824219
	Iteration 32Q: 3 clusters Score -2953409 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2953414.750000 Penalty: 5019.824219
	Iteration 33Q: 3 clusters Score -2953415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2953420.750000 Penalty: 5019.824219
	Iteration 34Q: 3 clusters Score -2953421 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2953426.750000 Penalty: 5019.824219
	Iteration 35Q: 3 clusters Score -2953427 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2953437.250000 Penalty: 5019.824219
	Iteration 36Q: 3 clusters Score -2953437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2953432.000000 Penalty: 5019.824219
	Iteration 37Q: 3 clusters Score -2953432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2953440.000000 Penalty: 5019.824219
	Iteration 38Q: 3 clusters Score -2953440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2953443.250000 Penalty: 5019.824219
	Iteration 39Q: 3 clusters Score -2953443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2953450.250000 Penalty: 5019.824219
	Iteration 40F: 3 clusters Score -2953450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2953451.500000 Penalty: 5019.824219
	Iteration 41Q: 3 clusters Score -2953452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2953448.000000 Penalty: 5019.824219
	Iteration 42Q: 3 clusters Score -2953448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2953448.750000 Penalty: 5019.824219
	Iteration 43Q: 3 clusters Score -2953449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2953450.000000 Penalty: 5019.824219
	Iteration 44Q: 3 clusters Score -2953450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2953454.250000 Penalty: 5019.824219
	Iteration 45Q: 3 clusters Score -2953454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2953458.750000 Penalty: 5019.824219
	Iteration 46Q: 3 clusters Score -2953459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2953459.500000 Penalty: 5019.824219
	Iteration 47Q: 3 clusters Score -2953460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2953459.000000 Penalty: 5019.824219
	Iteration 48Q: 3 clusters Score -2953459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2953459.250000 Penalty: 5019.824219
	Iteration 49Q: 3 clusters Score -2953459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2953458.750000 Penalty: 5019.824219
	Iteration 50Q: 3 clusters Score -2953459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2953463.500000 Penalty: 5019.824219
	Iteration 51Q: 3 clusters Score -2953464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2953463.250000 Penalty: 5019.824219
	Iteration 52Q: 3 clusters Score -2953463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2953460.500000 Penalty: 5019.824219
	Iteration 53Q: 3 clusters Score -2953460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2953465.750000 Penalty: 5019.824219
	Iteration 54Q: 3 clusters Score -2953466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2953465.500000 Penalty: 5019.824219
	Iteration 55Q: 3 clusters Score -2953466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2953465.250000 Penalty: 5019.824219
	Iteration 56Q: 3 clusters Score -2953465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2953463.750000 Penalty: 5019.824219
	Iteration 57Q: 3 clusters Score -2953464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2953462.750000 Penalty: 5019.824219
	Iteration 58Q: 3 clusters Score -2953463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2953462.750000 Penalty: 5019.824219
	Iteration 59F: 3 clusters Score -2953463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (82265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82265 members 
Entering Unmasked Estep 
Score: -10045425.000000 Penalty: 2806.790039
	Iteration 0F: 2 clusters Score -1.004542e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41142 members 
Mstep: Class 2 contains 41123 members 
Entering Unmasked Estep 
Score: -9990137.000000 Penalty: 5613.580078
	Iteration 0F: 3 clusters Score -9990137 nChanged 38748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41084 members 
Mstep: Class 2 contains 41181 members 
Entering Unmasked Estep 
Score: -10012185.000000 Penalty: 5613.580078
	Iteration 1F: 3 clusters Score -1.001218e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41143 members 
Mstep: Class 2 contains 41122 members 
Entering Unmasked Estep 
Score: -10012761.000000 Penalty: 5613.580078
	Iteration 2Q: 3 clusters Score -1.001276e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41191 members 
Mstep: Class 2 contains 41074 members 
Entering Unmasked Estep 
Score: -10013297.000000 Penalty: 5613.580078
	Iteration 3Q: 3 clusters Score -1.00133e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41159 members 
Mstep: Class 2 contains 41106 members 
Entering Unmasked Estep 
Score: -10013793.000000 Penalty: 5613.580078
	Iteration 4Q: 3 clusters Score -1.001379e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41061 members 
Mstep: Class 2 contains 41204 members 
Entering Unmasked Estep 
Score: -10014383.000000 Penalty: 5613.580078
	Iteration 5Q: 3 clusters Score -1.001438e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40967 members 
Mstep: Class 2 contains 41298 members 
Entering Unmasked Estep 
Score: -10014971.000000 Penalty: 5613.580078
	Iteration 6Q: 3 clusters Score -1.001497e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40850 members 
Mstep: Class 2 contains 41415 members 
Entering Unmasked Estep 
Score: -10015573.000000 Penalty: 5613.580078
	Iteration 7Q: 3 clusters Score -1.001557e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40728 members 
Mstep: Class 2 contains 41537 members 
Entering Unmasked Estep 
Score: -10016034.000000 Penalty: 5613.580078
	Iteration 8Q: 3 clusters Score -1.001603e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40546 members 
Mstep: Class 2 contains 41719 members 
Entering Unmasked Estep 
Score: -10016667.000000 Penalty: 5613.580078
	Iteration 9Q: 3 clusters Score -1.001667e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40233 members 
Mstep: Class 2 contains 42032 members 
Entering Unmasked Estep 
Score: -10017363.000000 Penalty: 5613.580078
	Iteration 10Q: 3 clusters Score -1.001736e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39772 members 
Mstep: Class 2 contains 42493 members 
Entering Unmasked Estep 
Score: -10018082.000000 Penalty: 5613.580078
	Iteration 11Q: 3 clusters Score -1.001808e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 43257 members 
Entering Unmasked Estep 
Score: -10019058.000000 Penalty: 5613.580078
	Iteration 12Q: 3 clusters Score -1.001906e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37880 members 
Mstep: Class 2 contains 44385 members 
Entering Unmasked Estep 
Score: -10020722.000000 Penalty: 5613.580078
	Iteration 13Q: 3 clusters Score -1.002072e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36409 members 
Mstep: Class 2 contains 45856 members 
Entering Unmasked Estep 
Score: -10023218.000000 Penalty: 5613.580078
	Iteration 14Q: 3 clusters Score -1.002322e+07 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34691 members 
Mstep: Class 2 contains 47574 members 
Entering Unmasked Estep 
Score: -10026314.000000 Penalty: 5613.580078
	Iteration 15F: 3 clusters Score -1.002631e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33059 members 
Mstep: Class 2 contains 49206 members 
Entering Unmasked Estep 
Score: -10029075.000000 Penalty: 5613.580078
	Iteration 16F: 3 clusters Score -1.002908e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31889 members 
Mstep: Class 2 contains 50376 members 
Entering Unmasked Estep 
Score: -10030664.000000 Penalty: 5613.580078
	Iteration 17Q: 3 clusters Score -1.003066e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 51353 members 
Entering Unmasked Estep 
Score: -10031418.000000 Penalty: 5613.580078
	Iteration 18Q: 3 clusters Score -1.003142e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29950 members 
Mstep: Class 2 contains 52315 members 
Entering Unmasked Estep 
Score: -10031990.000000 Penalty: 5613.580078
	Iteration 19Q: 3 clusters Score -1.003199e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 53237 members 
Entering Unmasked Estep 
Score: -10032431.000000 Penalty: 5613.580078
	Iteration 20F: 3 clusters Score -1.003243e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 54186 members 
Entering Unmasked Estep 
Score: -10032897.000000 Penalty: 5613.580078
	Iteration 21Q: 3 clusters Score -1.00329e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 55193 members 
Entering Unmasked Estep 
Score: -10033362.000000 Penalty: 5613.580078
	Iteration 22Q: 3 clusters Score -1.003336e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 56207 members 
Entering Unmasked Estep 
Score: -10033748.000000 Penalty: 5613.580078
	Iteration 23Q: 3 clusters Score -1.003375e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 57259 members 
Entering Unmasked Estep 
Score: -10034239.000000 Penalty: 5613.580078
	Iteration 24Q: 3 clusters Score -1.003424e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 58289 members 
Entering Unmasked Estep 
Score: -10034535.000000 Penalty: 5613.580078
	Iteration 25Q: 3 clusters Score -1.003454e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 59316 members 
Entering Unmasked Estep 
Score: -10034890.000000 Penalty: 5613.580078
	Iteration 26Q: 3 clusters Score -1.003489e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 60384 members 
Entering Unmasked Estep 
Score: -10035247.000000 Penalty: 5613.580078
	Iteration 27Q: 3 clusters Score -1.003525e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 61455 members 
Entering Unmasked Estep 
Score: -10035691.000000 Penalty: 5613.580078
	Iteration 28Q: 3 clusters Score -1.003569e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 62562 members 
Entering Unmasked Estep 
Score: -10036066.000000 Penalty: 5613.580078
	Iteration 29Q: 3 clusters Score -1.003607e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 63671 members 
Entering Unmasked Estep 
Score: -10036436.000000 Penalty: 5613.580078
	Iteration 30Q: 3 clusters Score -1.003644e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 64748 members 
Entering Unmasked Estep 
Score: -10036815.000000 Penalty: 5613.580078
	Iteration 31Q: 3 clusters Score -1.003682e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 65888 members 
Entering Unmasked Estep 
Score: -10037255.000000 Penalty: 5613.580078
	Iteration 32Q: 3 clusters Score -1.003726e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 67020 members 
Entering Unmasked Estep 
Score: -10037674.000000 Penalty: 5613.580078
	Iteration 33Q: 3 clusters Score -1.003767e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 68055 members 
Entering Unmasked Estep 
Score: -10038039.000000 Penalty: 5613.580078
	Iteration 34Q: 3 clusters Score -1.003804e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 69023 members 
Entering Unmasked Estep 
Score: -10038410.000000 Penalty: 5613.580078
	Iteration 35Q: 3 clusters Score -1.003841e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 69964 members 
Entering Unmasked Estep 
Score: -10038786.000000 Penalty: 5613.580078
	Iteration 36Q: 3 clusters Score -1.003879e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 70852 members 
Entering Unmasked Estep 
Score: -10039143.000000 Penalty: 5613.580078
	Iteration 37Q: 3 clusters Score -1.003914e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 71680 members 
Entering Unmasked Estep 
Score: -10039401.000000 Penalty: 5613.580078
	Iteration 38Q: 3 clusters Score -1.00394e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 72463 members 
Entering Unmasked Estep 
Score: -10039714.000000 Penalty: 5613.580078
	Iteration 39Q: 3 clusters Score -1.003971e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 73224 members 
Entering Unmasked Estep 
Score: -10039973.000000 Penalty: 5613.580078
	Iteration 40F: 3 clusters Score -1.003997e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 73971 members 
Entering Unmasked Estep 
Score: -10040270.000000 Penalty: 5613.580078
	Iteration 41Q: 3 clusters Score -1.004027e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 74643 members 
Entering Unmasked Estep 
Score: -10040546.000000 Penalty: 5613.580078
	Iteration 42Q: 3 clusters Score -1.004055e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 75268 members 
Entering Unmasked Estep 
Score: -10040776.000000 Penalty: 5613.580078
	Iteration 43Q: 3 clusters Score -1.004078e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 75863 members 
Entering Unmasked Estep 
Score: -10040989.000000 Penalty: 5613.580078
	Iteration 44Q: 3 clusters Score -1.004099e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 76419 members 
Entering Unmasked Estep 
Score: -10041272.000000 Penalty: 5613.580078
	Iteration 45Q: 3 clusters Score -1.004127e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 76940 members 
Entering Unmasked Estep 
Score: -10041431.000000 Penalty: 5613.580078
	Iteration 46Q: 3 clusters Score -1.004143e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 77408 members 
Entering Unmasked Estep 
Score: -10041644.000000 Penalty: 5613.580078
	Iteration 47Q: 3 clusters Score -1.004164e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 77862 members 
Entering Unmasked Estep 
Score: -10041873.000000 Penalty: 5613.580078
	Iteration 48Q: 3 clusters Score -1.004187e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 78246 members 
Entering Unmasked Estep 
Score: -10042079.000000 Penalty: 5613.580078
	Iteration 49Q: 3 clusters Score -1.004208e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 78589 members 
Entering Unmasked Estep 
Score: -10042208.000000 Penalty: 5613.580078
	Iteration 50Q: 3 clusters Score -1.004221e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 78866 members 
Entering Unmasked Estep 
Score: -10042301.000000 Penalty: 5613.580078
	Iteration 51Q: 3 clusters Score -1.00423e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 79114 members 
Entering Unmasked Estep 
Score: -10042377.000000 Penalty: 5613.580078
	Iteration 52Q: 3 clusters Score -1.004238e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 79332 members 
Entering Unmasked Estep 
Score: -10042490.000000 Penalty: 5613.580078
	Iteration 53Q: 3 clusters Score -1.004249e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 79513 members 
Entering Unmasked Estep 
Score: -10042560.000000 Penalty: 5613.580078
	Iteration 54Q: 3 clusters Score -1.004256e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 79664 members 
Entering Unmasked Estep 
Score: -10042563.000000 Penalty: 5613.580078
	Iteration 55Q: 3 clusters Score -1.004256e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 79791 members 
Entering Unmasked Estep 
Score: -10042639.000000 Penalty: 5613.580078
	Iteration 56Q: 3 clusters Score -1.004264e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 79902 members 
Entering Unmasked Estep 
Score: -10042697.000000 Penalty: 5613.580078
	Iteration 57Q: 3 clusters Score -1.00427e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 79987 members 
Entering Unmasked Estep 
Score: -10042742.000000 Penalty: 5613.580078
	Iteration 58Q: 3 clusters Score -1.004274e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 80054 members 
Entering Unmasked Estep 
Score: -10042758.000000 Penalty: 5613.580078
	Iteration 59Q: 3 clusters Score -1.004276e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 80122 members 
Entering Unmasked Estep 
Score: -10042784.000000 Penalty: 5613.580078
	Iteration 60F: 3 clusters Score -1.004278e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 80195 members 
Entering Unmasked Estep 
Score: -10042788.000000 Penalty: 5613.580078
	Iteration 61Q: 3 clusters Score -1.004279e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 80260 members 
Entering Unmasked Estep 
Score: -10042805.000000 Penalty: 5613.580078
	Iteration 62Q: 3 clusters Score -1.00428e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 80317 members 
Entering Unmasked Estep 
Score: -10042808.000000 Penalty: 5613.580078
	Iteration 63Q: 3 clusters Score -1.004281e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 80367 members 
Entering Unmasked Estep 
Score: -10042838.000000 Penalty: 5613.580078
	Iteration 64Q: 3 clusters Score -1.004284e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 80415 members 
Entering Unmasked Estep 
Score: -10042839.000000 Penalty: 5613.580078
	Iteration 65Q: 3 clusters Score -1.004284e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 80459 members 
Entering Unmasked Estep 
Score: -10042878.000000 Penalty: 5613.580078
	Iteration 66Q: 3 clusters Score -1.004288e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 80502 members 
Entering Unmasked Estep 
Score: -10042881.000000 Penalty: 5613.580078
	Iteration 67Q: 3 clusters Score -1.004288e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 80547 members 
Entering Unmasked Estep 
Score: -10042894.000000 Penalty: 5613.580078
	Iteration 68Q: 3 clusters Score -1.004289e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 80592 members 
Entering Unmasked Estep 
Score: -10042909.000000 Penalty: 5613.580078
	Iteration 69Q: 3 clusters Score -1.004291e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 80633 members 
Entering Unmasked Estep 
Score: -10042918.000000 Penalty: 5613.580078
	Iteration 70Q: 3 clusters Score -1.004292e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 80665 members 
Entering Unmasked Estep 
Score: -10042931.000000 Penalty: 5613.580078
	Iteration 71Q: 3 clusters Score -1.004293e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 80687 members 
Entering Unmasked Estep 
Score: -10042941.000000 Penalty: 5613.580078
	Iteration 72Q: 3 clusters Score -1.004294e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 80711 members 
Entering Unmasked Estep 
Score: -10042947.000000 Penalty: 5613.580078
	Iteration 73Q: 3 clusters Score -1.004295e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 80731 members 
Entering Unmasked Estep 
Score: -10042953.000000 Penalty: 5613.580078
	Iteration 74Q: 3 clusters Score -1.004295e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 80750 members 
Entering Unmasked Estep 
Score: -10042953.000000 Penalty: 5613.580078
	Iteration 75Q: 3 clusters Score -1.004295e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 80772 members 
Entering Unmasked Estep 
Score: -10042955.000000 Penalty: 5613.580078
	Iteration 76Q: 3 clusters Score -1.004296e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 80788 members 
Entering Unmasked Estep 
Score: -10042985.000000 Penalty: 5613.580078
	Iteration 77Q: 3 clusters Score -1.004298e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 80794 members 
Entering Unmasked Estep 
Score: -10042994.000000 Penalty: 5613.580078
	Iteration 78Q: 3 clusters Score -1.004299e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 80797 members 
Entering Unmasked Estep 
Score: -10042996.000000 Penalty: 5613.580078
	Iteration 79Q: 3 clusters Score -1.0043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 80799 members 
Entering Unmasked Estep 
Score: -10042997.000000 Penalty: 5613.580078
	Iteration 80F: 3 clusters Score -1.0043e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 80800 members 
Entering Unmasked Estep 
Score: -10042995.000000 Penalty: 5613.580078
	Iteration 81Q: 3 clusters Score -1.0043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 80803 members 
Entering Unmasked Estep 
Score: -10042994.000000 Penalty: 5613.580078
	Iteration 82Q: 3 clusters Score -1.004299e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 80807 members 
Entering Unmasked Estep 
Score: -10042989.000000 Penalty: 5613.580078
	Iteration 83Q: 3 clusters Score -1.004299e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 80811 members 
Entering Unmasked Estep 
Score: -10043001.000000 Penalty: 5613.580078
	Iteration 84Q: 3 clusters Score -1.0043e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 80819 members 
Entering Unmasked Estep 
Score: -10043002.000000 Penalty: 5613.580078
	Iteration 85Q: 3 clusters Score -1.0043e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 80827 members 
Entering Unmasked Estep 
Score: -10043014.000000 Penalty: 5613.580078
	Iteration 86Q: 3 clusters Score -1.004301e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 80834 members 
Entering Unmasked Estep 
Score: -10043023.000000 Penalty: 5613.580078
	Iteration 87Q: 3 clusters Score -1.004302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 80837 members 
Entering Unmasked Estep 
Score: -10043022.000000 Penalty: 5613.580078
	Iteration 88Q: 3 clusters Score -1.004302e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 80842 members 
Entering Unmasked Estep 
Score: -10043027.000000 Penalty: 5613.580078
	Iteration 89Q: 3 clusters Score -1.004303e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 80846 members 
Entering Unmasked Estep 
Score: -10043011.000000 Penalty: 5613.580078
	Iteration 90Q: 3 clusters Score -1.004301e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 80849 members 
Entering Unmasked Estep 
Score: -10043010.000000 Penalty: 5613.580078
	Iteration 91Q: 3 clusters Score -1.004301e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 80854 members 
Entering Unmasked Estep 
Score: -10043016.000000 Penalty: 5613.580078
	Iteration 92Q: 3 clusters Score -1.004302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 80856 members 
Entering Unmasked Estep 
Score: -10043016.000000 Penalty: 5613.580078
	Iteration 93Q: 3 clusters Score -1.004302e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 80856 members 
Entering Unmasked Estep 
Score: -10043016.000000 Penalty: 5613.580078
	Iteration 94F: 3 clusters Score -1.004302e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -2907319.250000 Penalty: 2509.852295
	Iteration 0F: 2 clusters Score -2907319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -2890165.250000 Penalty: 5019.704590
	Iteration 0F: 3 clusters Score -2890165 nChanged 11199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -2896530.000000 Penalty: 5019.704590
	Iteration 1F: 3 clusters Score -2896530 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -2897320.000000 Penalty: 5019.704590
	Iteration 2F: 3 clusters Score -2897320 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -2898103.000000 Penalty: 5019.704590
	Iteration 3F: 3 clusters Score -2898103 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -2898921.750000 Penalty: 5019.704590
	Iteration 4F: 3 clusters Score -2898922 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -2899785.250000 Penalty: 5019.704590
	Iteration 5F: 3 clusters Score -2899785 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -2900644.500000 Penalty: 5019.704590
	Iteration 6F: 3 clusters Score -2900644 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -2901363.750000 Penalty: 5019.704590
	Iteration 7F: 3 clusters Score -2901364 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -2901989.250000 Penalty: 5019.704590
	Iteration 8Q: 3 clusters Score -2901989 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -2902582.000000 Penalty: 5019.704590
	Iteration 9Q: 3 clusters Score -2902582 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -2903098.250000 Penalty: 5019.704590
	Iteration 10Q: 3 clusters Score -2903098 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -2903545.000000 Penalty: 5019.704590
	Iteration 11Q: 3 clusters Score -2903545 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -2903931.500000 Penalty: 5019.704590
	Iteration 12Q: 3 clusters Score -2903932 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -2904271.500000 Penalty: 5019.704590
	Iteration 13Q: 3 clusters Score -2904272 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -2904586.250000 Penalty: 5019.704590
	Iteration 14Q: 3 clusters Score -2904586 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -2904807.750000 Penalty: 5019.704590
	Iteration 15Q: 3 clusters Score -2904808 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -2905018.750000 Penalty: 5019.704590
	Iteration 16Q: 3 clusters Score -2905019 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -2905175.250000 Penalty: 5019.704590
	Iteration 17Q: 3 clusters Score -2905175 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -2905290.000000 Penalty: 5019.704590
	Iteration 18Q: 3 clusters Score -2905290 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -2905396.750000 Penalty: 5019.704590
	Iteration 19Q: 3 clusters Score -2905397 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -2905474.250000 Penalty: 5019.704590
	Iteration 20F: 3 clusters Score -2905474 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -2905518.500000 Penalty: 5019.704590
	Iteration 21Q: 3 clusters Score -2905518 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2905550.500000 Penalty: 5019.704590
	Iteration 22Q: 3 clusters Score -2905550 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -2905587.250000 Penalty: 5019.704590
	Iteration 23Q: 3 clusters Score -2905587 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -2905602.750000 Penalty: 5019.704590
	Iteration 24Q: 3 clusters Score -2905603 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2905625.500000 Penalty: 5019.704590
	Iteration 25Q: 3 clusters Score -2905626 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2905650.500000 Penalty: 5019.704590
	Iteration 26Q: 3 clusters Score -2905650 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2905662.000000 Penalty: 5019.704590
	Iteration 27Q: 3 clusters Score -2905662 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2905677.500000 Penalty: 5019.704590
	Iteration 28Q: 3 clusters Score -2905678 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2905680.500000 Penalty: 5019.704590
	Iteration 29Q: 3 clusters Score -2905680 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2905701.500000 Penalty: 5019.704590
	Iteration 30Q: 3 clusters Score -2905702 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2905703.500000 Penalty: 5019.704590
	Iteration 31Q: 3 clusters Score -2905704 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2905708.250000 Penalty: 5019.704590
	Iteration 32Q: 3 clusters Score -2905708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2905715.000000 Penalty: 5019.704590
	Iteration 33Q: 3 clusters Score -2905715 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2905721.750000 Penalty: 5019.704590
	Iteration 34Q: 3 clusters Score -2905722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2905729.000000 Penalty: 5019.704590
	Iteration 35Q: 3 clusters Score -2905729 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2905732.750000 Penalty: 5019.704590
	Iteration 36Q: 3 clusters Score -2905733 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2905738.500000 Penalty: 5019.704590
	Iteration 37Q: 3 clusters Score -2905738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2905738.750000 Penalty: 5019.704590
	Iteration 38Q: 3 clusters Score -2905739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2905740.500000 Penalty: 5019.704590
	Iteration 39Q: 3 clusters Score -2905740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2905746.500000 Penalty: 5019.704590
	Iteration 40F: 3 clusters Score -2905746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2905744.000000 Penalty: 5019.704590
	Iteration 41Q: 3 clusters Score -2905744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2905748.750000 Penalty: 5019.704590
	Iteration 42Q: 3 clusters Score -2905749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2905751.750000 Penalty: 5019.704590
	Iteration 43Q: 3 clusters Score -2905752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2905753.750000 Penalty: 5019.704590
	Iteration 44Q: 3 clusters Score -2905754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2905755.750000 Penalty: 5019.704590
	Iteration 45Q: 3 clusters Score -2905756 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2905758.500000 Penalty: 5019.704590
	Iteration 46Q: 3 clusters Score -2905758 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2905760.750000 Penalty: 5019.704590
	Iteration 47Q: 3 clusters Score -2905761 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2905762.750000 Penalty: 5019.704590
	Iteration 48Q: 3 clusters Score -2905763 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2905768.500000 Penalty: 5019.704590
	Iteration 49Q: 3 clusters Score -2905768 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2905771.500000 Penalty: 5019.704590
	Iteration 50Q: 3 clusters Score -2905772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2905776.500000 Penalty: 5019.704590
	Iteration 51Q: 3 clusters Score -2905776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2905782.750000 Penalty: 5019.704590
	Iteration 52Q: 3 clusters Score -2905783 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2905782.000000 Penalty: 5019.704590
	Iteration 53Q: 3 clusters Score -2905782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2905784.250000 Penalty: 5019.704590
	Iteration 54Q: 3 clusters Score -2905784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2905794.750000 Penalty: 5019.704590
	Iteration 55Q: 3 clusters Score -2905795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2905805.250000 Penalty: 5019.704590
	Iteration 56Q: 3 clusters Score -2905805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2905807.000000 Penalty: 5019.704590
	Iteration 57Q: 3 clusters Score -2905807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2905808.500000 Penalty: 5019.704590
	Iteration 58Q: 3 clusters Score -2905808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2905805.250000 Penalty: 5019.704590
	Iteration 59Q: 3 clusters Score -2905805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2905808.500000 Penalty: 5019.704590
	Iteration 60F: 3 clusters Score -2905808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2905806.500000 Penalty: 5019.704590
	Iteration 61Q: 3 clusters Score -2905806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2905809.750000 Penalty: 5019.704590
	Iteration 62Q: 3 clusters Score -2905810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2905814.750000 Penalty: 5019.704590
	Iteration 63Q: 3 clusters Score -2905815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2905814.750000 Penalty: 5019.704590
	Iteration 64F: 3 clusters Score -2905815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Entering Unmasked Estep 
Score: -1521419.375000 Penalty: 2359.708496
	Iteration 0F: 2 clusters Score -1521419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1511591.375000 Penalty: 4719.416992
	Iteration 0F: 3 clusters Score -1511591 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1514905.625000 Penalty: 4719.416992
	Iteration 1F: 3 clusters Score -1514906 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1515365.125000 Penalty: 4719.416992
	Iteration 2F: 3 clusters Score -1515365 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1515783.625000 Penalty: 4719.416992
	Iteration 3F: 3 clusters Score -1515784 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1516219.750000 Penalty: 4719.416992
	Iteration 4F: 3 clusters Score -1516220 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1516680.125000 Penalty: 4719.416992
	Iteration 5F: 3 clusters Score -1516680 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1517205.125000 Penalty: 4719.416992
	Iteration 6F: 3 clusters Score -1517205 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1517821.500000 Penalty: 4719.416992
	Iteration 7F: 3 clusters Score -1517822 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1518412.750000 Penalty: 4719.416992
	Iteration 8F: 3 clusters Score -1518413 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1518971.500000 Penalty: 4719.416992
	Iteration 9F: 3 clusters Score -1518972 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1519398.750000 Penalty: 4719.416992
	Iteration 10Q: 3 clusters Score -1519399 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1519699.625000 Penalty: 4719.416992
	Iteration 11Q: 3 clusters Score -1519700 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1519883.000000 Penalty: 4719.416992
	Iteration 12Q: 3 clusters Score -1519883 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1519989.000000 Penalty: 4719.416992
	Iteration 13Q: 3 clusters Score -1519989 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1520080.500000 Penalty: 4719.416992
	Iteration 14Q: 3 clusters Score -1520080 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1520156.500000 Penalty: 4719.416992
	Iteration 15Q: 3 clusters Score -1520156 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1520202.750000 Penalty: 4719.416992
	Iteration 16Q: 3 clusters Score -1520203 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1520239.750000 Penalty: 4719.416992
	Iteration 17Q: 3 clusters Score -1520240 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1520264.125000 Penalty: 4719.416992
	Iteration 18Q: 3 clusters Score -1520264 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1520288.625000 Penalty: 4719.416992
	Iteration 19Q: 3 clusters Score -1520289 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1520309.375000 Penalty: 4719.416992
	Iteration 20F: 3 clusters Score -1520309 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1520330.750000 Penalty: 4719.416992
	Iteration 21Q: 3 clusters Score -1520331 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1520348.875000 Penalty: 4719.416992
	Iteration 22Q: 3 clusters Score -1520349 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1520373.000000 Penalty: 4719.416992
	Iteration 23Q: 3 clusters Score -1520373 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1520395.500000 Penalty: 4719.416992
	Iteration 24Q: 3 clusters Score -1520396 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1520406.250000 Penalty: 4719.416992
	Iteration 25Q: 3 clusters Score -1520406 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1520423.375000 Penalty: 4719.416992
	Iteration 26Q: 3 clusters Score -1520423 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1520441.875000 Penalty: 4719.416992
	Iteration 27Q: 3 clusters Score -1520442 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1520457.625000 Penalty: 4719.416992
	Iteration 28Q: 3 clusters Score -1520458 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1520476.750000 Penalty: 4719.416992
	Iteration 29Q: 3 clusters Score -1520477 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1520494.125000 Penalty: 4719.416992
	Iteration 30Q: 3 clusters Score -1520494 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1520514.625000 Penalty: 4719.416992
	Iteration 31Q: 3 clusters Score -1520515 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1520540.250000 Penalty: 4719.416992
	Iteration 32Q: 3 clusters Score -1520540 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1520559.500000 Penalty: 4719.416992
	Iteration 33Q: 3 clusters Score -1520560 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1520577.250000 Penalty: 4719.416992
	Iteration 34Q: 3 clusters Score -1520577 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1520592.000000 Penalty: 4719.416992
	Iteration 35Q: 3 clusters Score -1520592 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1520618.750000 Penalty: 4719.416992
	Iteration 36Q: 3 clusters Score -1520619 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1520640.250000 Penalty: 4719.416992
	Iteration 37Q: 3 clusters Score -1520640 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1520667.625000 Penalty: 4719.416992
	Iteration 38Q: 3 clusters Score -1520668 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1520703.750000 Penalty: 4719.416992
	Iteration 39Q: 3 clusters Score -1520704 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1520740.625000 Penalty: 4719.416992
	Iteration 40F: 3 clusters Score -1520741 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1520776.750000 Penalty: 4719.416992
	Iteration 41Q: 3 clusters Score -1520777 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1520804.375000 Penalty: 4719.416992
	Iteration 42Q: 3 clusters Score -1520804 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1520829.375000 Penalty: 4719.416992
	Iteration 43Q: 3 clusters Score -1520829 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1520846.750000 Penalty: 4719.416992
	Iteration 44Q: 3 clusters Score -1520847 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1520864.750000 Penalty: 4719.416992
	Iteration 45Q: 3 clusters Score -1520865 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1520876.000000 Penalty: 4719.416992
	Iteration 46Q: 3 clusters Score -1520876 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1520891.000000 Penalty: 4719.416992
	Iteration 47Q: 3 clusters Score -1520891 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1520893.375000 Penalty: 4719.416992
	Iteration 48Q: 3 clusters Score -1520893 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1520902.750000 Penalty: 4719.416992
	Iteration 49Q: 3 clusters Score -1520903 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1520911.125000 Penalty: 4719.416992
	Iteration 50Q: 3 clusters Score -1520911 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1520911.000000 Penalty: 4719.416992
	Iteration 51Q: 3 clusters Score -1520911 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1520919.750000 Penalty: 4719.416992
	Iteration 52Q: 3 clusters Score -1520920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1520919.125000 Penalty: 4719.416992
	Iteration 53Q: 3 clusters Score -1520919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1520920.375000 Penalty: 4719.416992
	Iteration 54Q: 3 clusters Score -1520920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1520921.625000 Penalty: 4719.416992
	Iteration 55Q: 3 clusters Score -1520922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1520922.875000 Penalty: 4719.416992
	Iteration 56Q: 3 clusters Score -1520923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1520921.625000 Penalty: 4719.416992
	Iteration 57Q: 3 clusters Score -1520922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1520921.625000 Penalty: 4719.416992
	Iteration 58F: 3 clusters Score -1520922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (332559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332559 members 
Entering Unmasked Estep 
Score: -40428372.000000 Penalty: 3153.214111
	Iteration 0F: 2 clusters Score -4.042837e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166695 members 
Mstep: Class 2 contains 165864 members 
Entering Unmasked Estep 
Score: -40240772.000000 Penalty: 6306.428223
	Iteration 0F: 3 clusters Score -4.024077e+07 nChanged 161442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179443 members 
Mstep: Class 2 contains 153116 members 
Entering Unmasked Estep 
Score: -40337824.000000 Penalty: 6306.428223
	Iteration 1F: 3 clusters Score -4.033782e+07 nChanged 13794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188609 members 
Mstep: Class 2 contains 143950 members 
Entering Unmasked Estep 
Score: -40341924.000000 Penalty: 6306.428223
	Iteration 2Q: 3 clusters Score -4.034192e+07 nChanged 18322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202239 members 
Mstep: Class 2 contains 130320 members 
Entering Unmasked Estep 
Score: -40347808.000000 Penalty: 6306.428223
	Iteration 3F: 3 clusters Score -4.034781e+07 nChanged 22572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219629 members 
Mstep: Class 2 contains 112930 members 
Entering Unmasked Estep 
Score: -40355728.000000 Penalty: 6306.428223
	Iteration 4F: 3 clusters Score -4.035573e+07 nChanged 23839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238192 members 
Mstep: Class 2 contains 94367 members 
Entering Unmasked Estep 
Score: -40364228.000000 Penalty: 6306.428223
	Iteration 5F: 3 clusters Score -4.036423e+07 nChanged 22149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255757 members 
Mstep: Class 2 contains 76802 members 
Entering Unmasked Estep 
Score: -40373512.000000 Penalty: 6306.428223
	Iteration 6F: 3 clusters Score -4.037351e+07 nChanged 19105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271586 members 
Mstep: Class 2 contains 60973 members 
Entering Unmasked Estep 
Score: -40382392.000000 Penalty: 6306.428223
	Iteration 7F: 3 clusters Score -4.038239e+07 nChanged 15777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285481 members 
Mstep: Class 2 contains 47078 members 
Entering Unmasked Estep 
Score: -40391440.000000 Penalty: 6306.428223
	Iteration 8Q: 3 clusters Score -4.039144e+07 nChanged 12786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297607 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
Score: -40399072.000000 Penalty: 6306.428223
	Iteration 9Q: 3 clusters Score -4.039907e+07 nChanged 10441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307804 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -40406196.000000 Penalty: 6306.428223
	Iteration 10Q: 3 clusters Score -4.04062e+07 nChanged 8207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315961 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -40412776.000000 Penalty: 6306.428223
	Iteration 11Q: 3 clusters Score -4.041278e+07 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321889 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -40417644.000000 Penalty: 6306.428223
	Iteration 12Q: 3 clusters Score -4.041764e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325884 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -40421132.000000 Penalty: 6306.428223
	Iteration 13Q: 3 clusters Score -4.042113e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328308 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -40423024.000000 Penalty: 6306.428223
	Iteration 14Q: 3 clusters Score -4.042302e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329708 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -40424268.000000 Penalty: 6306.428223
	Iteration 15Q: 3 clusters Score -4.042427e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330439 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -40424884.000000 Penalty: 6306.428223
	Iteration 16Q: 3 clusters Score -4.042488e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330844 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -40425328.000000 Penalty: 6306.428223
	Iteration 17Q: 3 clusters Score -4.042533e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331059 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -40425484.000000 Penalty: 6306.428223
	Iteration 18Q: 3 clusters Score -4.042548e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331188 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -40425548.000000 Penalty: 6306.428223
	Iteration 19Q: 3 clusters Score -4.042555e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331266 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -40425628.000000 Penalty: 6306.428223
	Iteration 20F: 3 clusters Score -4.042563e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331315 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -40425712.000000 Penalty: 6306.428223
	Iteration 21Q: 3 clusters Score -4.042571e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331343 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -40425812.000000 Penalty: 6306.428223
	Iteration 22Q: 3 clusters Score -4.042581e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331369 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -40425896.000000 Penalty: 6306.428223
	Iteration 23Q: 3 clusters Score -4.04259e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331391 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -40425944.000000 Penalty: 6306.428223
	Iteration 24Q: 3 clusters Score -4.042594e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331409 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -40425948.000000 Penalty: 6306.428223
	Iteration 25Q: 3 clusters Score -4.042595e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331422 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -40425976.000000 Penalty: 6306.428223
	Iteration 26Q: 3 clusters Score -4.042598e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331431 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -40425952.000000 Penalty: 6306.428223
	Iteration 27Q: 3 clusters Score -4.042595e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331440 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -40425988.000000 Penalty: 6306.428223
	Iteration 28Q: 3 clusters Score -4.042599e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331437 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -40426036.000000 Penalty: 6306.428223
	Iteration 29Q: 3 clusters Score -4.042604e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331435 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -40426060.000000 Penalty: 6306.428223
	Iteration 30Q: 3 clusters Score -4.042606e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331446 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -40426056.000000 Penalty: 6306.428223
	Iteration 31Q: 3 clusters Score -4.042606e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331450 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -40426068.000000 Penalty: 6306.428223
	Iteration 32Q: 3 clusters Score -4.042607e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331450 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -40426072.000000 Penalty: 6306.428223
	Iteration 33Q: 3 clusters Score -4.042607e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331446 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -40426124.000000 Penalty: 6306.428223
	Iteration 34Q: 3 clusters Score -4.042612e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331435 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -40426148.000000 Penalty: 6306.428223
	Iteration 35Q: 3 clusters Score -4.042615e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331435 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -40426160.000000 Penalty: 6306.428223
	Iteration 36Q: 3 clusters Score -4.042616e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331438 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -40426176.000000 Penalty: 6306.428223
	Iteration 37Q: 3 clusters Score -4.042618e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331432 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -40426172.000000 Penalty: 6306.428223
	Iteration 38Q: 3 clusters Score -4.042617e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331432 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -40426168.000000 Penalty: 6306.428223
	Iteration 39Q: 3 clusters Score -4.042617e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331431 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -40426184.000000 Penalty: 6306.428223
	Iteration 40F: 3 clusters Score -4.042618e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331428 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -40426172.000000 Penalty: 6306.428223
	Iteration 41Q: 3 clusters Score -4.042617e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331424 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -40426180.000000 Penalty: 6306.428223
	Iteration 42Q: 3 clusters Score -4.042618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331422 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -40426180.000000 Penalty: 6306.428223
	Iteration 43Q: 3 clusters Score -4.042618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331420 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -40426176.000000 Penalty: 6306.428223
	Iteration 44Q: 3 clusters Score -4.042618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331417 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -40426176.000000 Penalty: 6306.428223
	Iteration 45Q: 3 clusters Score -4.042618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331413 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -40426172.000000 Penalty: 6306.428223
	Iteration 46Q: 3 clusters Score -4.042617e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331410 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -40426196.000000 Penalty: 6306.428223
	Iteration 47Q: 3 clusters Score -4.04262e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331408 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -40426184.000000 Penalty: 6306.428223
	Iteration 48Q: 3 clusters Score -4.042618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331410 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -40426192.000000 Penalty: 6306.428223
	Iteration 49Q: 3 clusters Score -4.042619e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331411 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -40426172.000000 Penalty: 6306.428223
	Iteration 50Q: 3 clusters Score -4.042617e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331410 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -40426176.000000 Penalty: 6306.428223
	Iteration 51Q: 3 clusters Score -4.042618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331410 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -40426172.000000 Penalty: 6306.428223
	Iteration 52Q: 3 clusters Score -4.042617e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331409 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -40426176.000000 Penalty: 6306.428223
	Iteration 53Q: 3 clusters Score -4.042618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331411 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -40426176.000000 Penalty: 6306.428223
	Iteration 54Q: 3 clusters Score -4.042618e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331411 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -40426176.000000 Penalty: 6306.428223
	Iteration 55F: 3 clusters Score -4.042618e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (203916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203916 members 
Entering Unmasked Estep 
Score: -25207982.000000 Penalty: 3031.915039
	Iteration 0F: 2 clusters Score -2.520798e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101870 members 
Mstep: Class 2 contains 102046 members 
Entering Unmasked Estep 
Score: -25074420.000000 Penalty: 6063.830078
	Iteration 0F: 3 clusters Score -2.507442e+07 nChanged 98106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100448 members 
Mstep: Class 2 contains 103468 members 
Entering Unmasked Estep 
Score: -25130768.000000 Penalty: 6063.830078
	Iteration 1F: 3 clusters Score -2.513077e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99401 members 
Mstep: Class 2 contains 104515 members 
Entering Unmasked Estep 
Score: -25131604.000000 Penalty: 6063.830078
	Iteration 2Q: 3 clusters Score -2.51316e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97736 members 
Mstep: Class 2 contains 106180 members 
Entering Unmasked Estep 
Score: -25132392.000000 Penalty: 6063.830078
	Iteration 3Q: 3 clusters Score -2.513239e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95208 members 
Mstep: Class 2 contains 108708 members 
Entering Unmasked Estep 
Score: -25133152.000000 Penalty: 6063.830078
	Iteration 4Q: 3 clusters Score -2.513315e+07 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91278 members 
Mstep: Class 2 contains 112638 members 
Entering Unmasked Estep 
Score: -25134470.000000 Penalty: 6063.830078
	Iteration 5Q: 3 clusters Score -2.513447e+07 nChanged 7177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85085 members 
Mstep: Class 2 contains 118831 members 
Entering Unmasked Estep 
Score: -25136616.000000 Penalty: 6063.830078
	Iteration 6Q: 3 clusters Score -2.513662e+07 nChanged 9856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75729 members 
Mstep: Class 2 contains 128187 members 
Entering Unmasked Estep 
Score: -25140942.000000 Penalty: 6063.830078
	Iteration 7Q: 3 clusters Score -2.514094e+07 nChanged 13746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62167 members 
Mstep: Class 2 contains 141749 members 
Entering Unmasked Estep 
Score: -25149614.000000 Penalty: 6063.830078
	Iteration 8F: 3 clusters Score -2.514961e+07 nChanged 17886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44323 members 
Mstep: Class 2 contains 159593 members 
Entering Unmasked Estep 
Score: -25164428.000000 Penalty: 6063.830078
	Iteration 9F: 3 clusters Score -2.516443e+07 nChanged 19096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 178683 members 
Entering Unmasked Estep 
Score: -25182400.000000 Penalty: 6063.830078
	Iteration 10F: 3 clusters Score -2.51824e+07 nChanged 14665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 193348 members 
Entering Unmasked Estep 
Score: -25196238.000000 Penalty: 6063.830078
	Iteration 11F: 3 clusters Score -2.519624e+07 nChanged 7247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 200595 members 
Entering Unmasked Estep 
Score: -25202456.000000 Penalty: 6063.830078
	Iteration 12Q: 3 clusters Score -2.520246e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 202918 members 
Entering Unmasked Estep 
Score: -25204410.000000 Penalty: 6063.830078
	Iteration 13Q: 3 clusters Score -2.520441e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 203502 members 
Entering Unmasked Estep 
Score: -25205004.000000 Penalty: 6063.830078
	Iteration 14Q: 3 clusters Score -2.5205e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 203624 members 
Entering Unmasked Estep 
Score: -25205152.000000 Penalty: 6063.830078
	Iteration 15Q: 3 clusters Score -2.520515e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 203650 members 
Entering Unmasked Estep 
Score: -25205218.000000 Penalty: 6063.830078
	Iteration 16Q: 3 clusters Score -2.520522e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 203662 members 
Entering Unmasked Estep 
Score: -25205272.000000 Penalty: 6063.830078
	Iteration 17Q: 3 clusters Score -2.520527e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 203664 members 
Entering Unmasked Estep 
Score: -25205276.000000 Penalty: 6063.830078
	Iteration 18Q: 3 clusters Score -2.520528e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 203668 members 
Entering Unmasked Estep 
Score: -25205316.000000 Penalty: 6063.830078
	Iteration 19Q: 3 clusters Score -2.520532e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 203671 members 
Entering Unmasked Estep 
Score: -25205350.000000 Penalty: 6063.830078
	Iteration 20F: 3 clusters Score -2.520535e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 203675 members 
Entering Unmasked Estep 
Score: -25205354.000000 Penalty: 6063.830078
	Iteration 21Q: 3 clusters Score -2.520535e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 203678 members 
Entering Unmasked Estep 
Score: -25205352.000000 Penalty: 6063.830078
	Iteration 22Q: 3 clusters Score -2.520535e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 203679 members 
Entering Unmasked Estep 
Score: -25205366.000000 Penalty: 6063.830078
	Iteration 23Q: 3 clusters Score -2.520537e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 203682 members 
Entering Unmasked Estep 
Score: -25205358.000000 Penalty: 6063.830078
	Iteration 24Q: 3 clusters Score -2.520536e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 203686 members 
Entering Unmasked Estep 
Score: -25205372.000000 Penalty: 6063.830078
	Iteration 25Q: 3 clusters Score -2.520537e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 203685 members 
Entering Unmasked Estep 
Score: -25205384.000000 Penalty: 6063.830078
	Iteration 26Q: 3 clusters Score -2.520538e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 203686 members 
Entering Unmasked Estep 
Score: -25205372.000000 Penalty: 6063.830078
	Iteration 27Q: 3 clusters Score -2.520537e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 203688 members 
Entering Unmasked Estep 
Score: -25205384.000000 Penalty: 6063.830078
	Iteration 28Q: 3 clusters Score -2.520538e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 203689 members 
Entering Unmasked Estep 
Score: -25205386.000000 Penalty: 6063.830078
	Iteration 29Q: 3 clusters Score -2.520539e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 203689 members 
Entering Unmasked Estep 
Score: -25205394.000000 Penalty: 6063.830078
	Iteration 30Q: 3 clusters Score -2.520539e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 203689 members 
Entering Unmasked Estep 
Score: -25205394.000000 Penalty: 6063.830078
	Iteration 31F: 3 clusters Score -2.520539e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Entering Unmasked Estep 
Score: -100890.062500 Penalty: 1718.034424
	Iteration 0F: 2 clusters Score -100890.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -98995.468750 Penalty: 3436.068848
	Iteration 0F: 3 clusters Score -98995.47 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -99396.726562 Penalty: 3436.068848
	Iteration 1F: 3 clusters Score -99396.73 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -99666.984375 Penalty: 3436.068848
	Iteration 2F: 3 clusters Score -99666.98 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -99799.726562 Penalty: 3436.068848
	Iteration 3F: 3 clusters Score -99799.73 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -99866.773438 Penalty: 3436.068848
	Iteration 4Q: 3 clusters Score -99866.77 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -99953.976562 Penalty: 3436.068848
	Iteration 5Q: 3 clusters Score -99953.98 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -100024.960938 Penalty: 3436.068848
	Iteration 6Q: 3 clusters Score -100025 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -100069.937500 Penalty: 3436.068848
	Iteration 7Q: 3 clusters Score -100069.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -100161.320312 Penalty: 3436.068848
	Iteration 8Q: 3 clusters Score -100161.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -100267.601562 Penalty: 3436.068848
	Iteration 9Q: 3 clusters Score -100267.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -100347.320312 Penalty: 3436.068848
	Iteration 10Q: 3 clusters Score -100347.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -100381.132812 Penalty: 3436.068848
	Iteration 11Q: 3 clusters Score -100381.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -100394.742188 Penalty: 3436.068848
	Iteration 12Q: 3 clusters Score -100394.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -100396.960938 Penalty: 3436.068848
	Iteration 13Q: 3 clusters Score -100397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -100396.960938 Penalty: 3436.068848
	Iteration 14F: 3 clusters Score -100397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Entering Unmasked Estep 
Score: -1166409.625000 Penalty: 2286.115967
	Iteration 0F: 2 clusters Score -1166410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1158791.750000 Penalty: 4572.231934
	Iteration 0F: 3 clusters Score -1158792 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1161212.000000 Penalty: 4572.231934
	Iteration 1F: 3 clusters Score -1161212 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1161632.875000 Penalty: 4572.231934
	Iteration 2F: 3 clusters Score -1161633 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1161923.000000 Penalty: 4572.231934
	Iteration 3F: 3 clusters Score -1161923 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1162160.000000 Penalty: 4572.231934
	Iteration 4Q: 3 clusters Score -1162160 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1162370.125000 Penalty: 4572.231934
	Iteration 5Q: 3 clusters Score -1162370 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1162566.500000 Penalty: 4572.231934
	Iteration 6Q: 3 clusters Score -1162566 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1162758.625000 Penalty: 4572.231934
	Iteration 7Q: 3 clusters Score -1162759 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1162927.250000 Penalty: 4572.231934
	Iteration 8Q: 3 clusters Score -1162927 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1163093.625000 Penalty: 4572.231934
	Iteration 9Q: 3 clusters Score -1163094 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1163270.250000 Penalty: 4572.231934
	Iteration 10Q: 3 clusters Score -1163270 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1163443.000000 Penalty: 4572.231934
	Iteration 11Q: 3 clusters Score -1163443 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1163616.000000 Penalty: 4572.231934
	Iteration 12Q: 3 clusters Score -1163616 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1163767.625000 Penalty: 4572.231934
	Iteration 13Q: 3 clusters Score -1163768 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1163912.250000 Penalty: 4572.231934
	Iteration 14Q: 3 clusters Score -1163912 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1164015.250000 Penalty: 4572.231934
	Iteration 15Q: 3 clusters Score -1164015 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1164098.750000 Penalty: 4572.231934
	Iteration 16Q: 3 clusters Score -1164099 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1164181.250000 Penalty: 4572.231934
	Iteration 17Q: 3 clusters Score -1164181 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1164268.250000 Penalty: 4572.231934
	Iteration 18Q: 3 clusters Score -1164268 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1164341.750000 Penalty: 4572.231934
	Iteration 19Q: 3 clusters Score -1164342 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1164393.125000 Penalty: 4572.231934
	Iteration 20F: 3 clusters Score -1164393 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1164438.000000 Penalty: 4572.231934
	Iteration 21Q: 3 clusters Score -1164438 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1164479.500000 Penalty: 4572.231934
	Iteration 22Q: 3 clusters Score -1164480 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1164513.250000 Penalty: 4572.231934
	Iteration 23Q: 3 clusters Score -1164513 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1164527.250000 Penalty: 4572.231934
	Iteration 24Q: 3 clusters Score -1164527 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1164543.750000 Penalty: 4572.231934
	Iteration 25Q: 3 clusters Score -1164544 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1164555.625000 Penalty: 4572.231934
	Iteration 26Q: 3 clusters Score -1164556 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1164570.375000 Penalty: 4572.231934
	Iteration 27Q: 3 clusters Score -1164570 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1164590.125000 Penalty: 4572.231934
	Iteration 28Q: 3 clusters Score -1164590 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1164609.625000 Penalty: 4572.231934
	Iteration 29Q: 3 clusters Score -1164610 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1164627.125000 Penalty: 4572.231934
	Iteration 30Q: 3 clusters Score -1164627 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1164643.000000 Penalty: 4572.231934
	Iteration 31Q: 3 clusters Score -1164643 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1164659.125000 Penalty: 4572.231934
	Iteration 32Q: 3 clusters Score -1164659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1164667.875000 Penalty: 4572.231934
	Iteration 33Q: 3 clusters Score -1164668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1164666.875000 Penalty: 4572.231934
	Iteration 34Q: 3 clusters Score -1164667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1164671.750000 Penalty: 4572.231934
	Iteration 35Q: 3 clusters Score -1164672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1164673.000000 Penalty: 4572.231934
	Iteration 36Q: 3 clusters Score -1164673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1164675.500000 Penalty: 4572.231934
	Iteration 37Q: 3 clusters Score -1164676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1164680.250000 Penalty: 4572.231934
	Iteration 38Q: 3 clusters Score -1164680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1164679.500000 Penalty: 4572.231934
	Iteration 39Q: 3 clusters Score -1164680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1164682.000000 Penalty: 4572.231934
	Iteration 40F: 3 clusters Score -1164682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1164683.250000 Penalty: 4572.231934
	Iteration 41Q: 3 clusters Score -1164683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1164683.625000 Penalty: 4572.231934
	Iteration 42Q: 3 clusters Score -1164684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1164684.750000 Penalty: 4572.231934
	Iteration 43Q: 3 clusters Score -1164685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1164684.750000 Penalty: 4572.231934
	Iteration 44F: 3 clusters Score -1164685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Entering Unmasked Estep 
Score: -1076742.750000 Penalty: 2257.897217
	Iteration 0F: 2 clusters Score -1076743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1069760.000000 Penalty: 4515.794434
	Iteration 0F: 3 clusters Score -1069760 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1072008.750000 Penalty: 4515.794434
	Iteration 1F: 3 clusters Score -1072009 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1072484.375000 Penalty: 4515.794434
	Iteration 2F: 3 clusters Score -1072484 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1073037.000000 Penalty: 4515.794434
	Iteration 3F: 3 clusters Score -1073037 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1073761.750000 Penalty: 4515.794434
	Iteration 4F: 3 clusters Score -1073762 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1074658.250000 Penalty: 4515.794434
	Iteration 5F: 3 clusters Score -1074658 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1075433.500000 Penalty: 4515.794434
	Iteration 6F: 3 clusters Score -1075434 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1075874.000000 Penalty: 4515.794434
	Iteration 7F: 3 clusters Score -1075874 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1076084.125000 Penalty: 4515.794434
	Iteration 8Q: 3 clusters Score -1076084 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1076173.375000 Penalty: 4515.794434
	Iteration 9Q: 3 clusters Score -1076173 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1076231.500000 Penalty: 4515.794434
	Iteration 10Q: 3 clusters Score -1076232 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1076264.375000 Penalty: 4515.794434
	Iteration 11Q: 3 clusters Score -1076264 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1076288.250000 Penalty: 4515.794434
	Iteration 12Q: 3 clusters Score -1076288 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1076304.500000 Penalty: 4515.794434
	Iteration 13Q: 3 clusters Score -1076304 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1076319.875000 Penalty: 4515.794434
	Iteration 14Q: 3 clusters Score -1076320 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1076332.625000 Penalty: 4515.794434
	Iteration 15Q: 3 clusters Score -1076333 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1076343.625000 Penalty: 4515.794434
	Iteration 16Q: 3 clusters Score -1076344 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1076351.000000 Penalty: 4515.794434
	Iteration 17Q: 3 clusters Score -1076351 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1076360.875000 Penalty: 4515.794434
	Iteration 18Q: 3 clusters Score -1076361 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1076367.375000 Penalty: 4515.794434
	Iteration 19Q: 3 clusters Score -1076367 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1076368.250000 Penalty: 4515.794434
	Iteration 20F: 3 clusters Score -1076368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1076371.500000 Penalty: 4515.794434
	Iteration 21Q: 3 clusters Score -1076372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1076373.000000 Penalty: 4515.794434
	Iteration 22Q: 3 clusters Score -1076373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1076375.500000 Penalty: 4515.794434
	Iteration 23Q: 3 clusters Score -1076376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1076377.750000 Penalty: 4515.794434
	Iteration 24Q: 3 clusters Score -1076378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1076378.625000 Penalty: 4515.794434
	Iteration 25Q: 3 clusters Score -1076379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1076380.625000 Penalty: 4515.794434
	Iteration 26Q: 3 clusters Score -1076381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1076381.000000 Penalty: 4515.794434
	Iteration 27Q: 3 clusters Score -1076381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1076383.750000 Penalty: 4515.794434
	Iteration 28Q: 3 clusters Score -1076384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1076385.250000 Penalty: 4515.794434
	Iteration 29Q: 3 clusters Score -1076385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1076385.500000 Penalty: 4515.794434
	Iteration 30Q: 3 clusters Score -1076386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1076387.000000 Penalty: 4515.794434
	Iteration 31Q: 3 clusters Score -1076387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1076390.750000 Penalty: 4515.794434
	Iteration 32Q: 3 clusters Score -1076391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1076391.250000 Penalty: 4515.794434
	Iteration 33Q: 3 clusters Score -1076391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1076392.750000 Penalty: 4515.794434
	Iteration 34Q: 3 clusters Score -1076393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1076392.750000 Penalty: 4515.794434
	Iteration 35Q: 3 clusters Score -1076393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1076393.250000 Penalty: 4515.794434
	Iteration 36Q: 3 clusters Score -1076393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1076392.875000 Penalty: 4515.794434
	Iteration 37Q: 3 clusters Score -1076393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1076395.000000 Penalty: 4515.794434
	Iteration 38Q: 3 clusters Score -1076395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1076394.500000 Penalty: 4515.794434
	Iteration 39Q: 3 clusters Score -1076394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1076394.500000 Penalty: 4515.794434
	Iteration 40F: 3 clusters Score -1076394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (83365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83365 members 
Entering Unmasked Estep 
Score: -10181717.000000 Penalty: 2810.083984
	Iteration 0F: 2 clusters Score -1.018172e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41593 members 
Mstep: Class 2 contains 41772 members 
Entering Unmasked Estep 
Score: -10125700.000000 Penalty: 5620.167969
	Iteration 0F: 3 clusters Score -1.01257e+07 nChanged 39379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39932 members 
Mstep: Class 2 contains 43433 members 
Entering Unmasked Estep 
Score: -10148057.000000 Penalty: 5620.167969
	Iteration 1F: 3 clusters Score -1.014806e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38517 members 
Mstep: Class 2 contains 44848 members 
Entering Unmasked Estep 
Score: -10148994.000000 Penalty: 5620.167969
	Iteration 2Q: 3 clusters Score -1.014899e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36401 members 
Mstep: Class 2 contains 46964 members 
Entering Unmasked Estep 
Score: -10150417.000000 Penalty: 5620.167969
	Iteration 3Q: 3 clusters Score -1.015042e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33376 members 
Mstep: Class 2 contains 49989 members 
Entering Unmasked Estep 
Score: -10152433.000000 Penalty: 5620.167969
	Iteration 4F: 3 clusters Score -1.015243e+07 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29338 members 
Mstep: Class 2 contains 54027 members 
Entering Unmasked Estep 
Score: -10155274.000000 Penalty: 5620.167969
	Iteration 5F: 3 clusters Score -1.015527e+07 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 58908 members 
Entering Unmasked Estep 
Score: -10159010.000000 Penalty: 5620.167969
	Iteration 6F: 3 clusters Score -1.015901e+07 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 64375 members 
Entering Unmasked Estep 
Score: -10163558.000000 Penalty: 5620.167969
	Iteration 7F: 3 clusters Score -1.016356e+07 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 69846 members 
Entering Unmasked Estep 
Score: -10168442.000000 Penalty: 5620.167969
	Iteration 8F: 3 clusters Score -1.016844e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 74537 members 
Entering Unmasked Estep 
Score: -10172669.000000 Penalty: 5620.167969
	Iteration 9F: 3 clusters Score -1.017267e+07 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 78035 members 
Entering Unmasked Estep 
Score: -10175765.000000 Penalty: 5620.167969
	Iteration 10Q: 3 clusters Score -1.017576e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 80199 members 
Entering Unmasked Estep 
Score: -10177650.000000 Penalty: 5620.167969
	Iteration 11Q: 3 clusters Score -1.017765e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 81363 members 
Entering Unmasked Estep 
Score: -10178568.000000 Penalty: 5620.167969
	Iteration 12Q: 3 clusters Score -1.017857e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 81963 members 
Entering Unmasked Estep 
Score: -10179022.000000 Penalty: 5620.167969
	Iteration 13Q: 3 clusters Score -1.017902e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 82256 members 
Entering Unmasked Estep 
Score: -10179284.000000 Penalty: 5620.167969
	Iteration 14Q: 3 clusters Score -1.017928e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 82412 members 
Entering Unmasked Estep 
Score: -10179396.000000 Penalty: 5620.167969
	Iteration 15Q: 3 clusters Score -1.01794e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 82505 members 
Entering Unmasked Estep 
Score: -10179495.000000 Penalty: 5620.167969
	Iteration 16Q: 3 clusters Score -1.01795e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 82546 members 
Entering Unmasked Estep 
Score: -10179556.000000 Penalty: 5620.167969
	Iteration 17Q: 3 clusters Score -1.017956e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 82570 members 
Entering Unmasked Estep 
Score: -10179584.000000 Penalty: 5620.167969
	Iteration 18Q: 3 clusters Score -1.017958e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 82580 members 
Entering Unmasked Estep 
Score: -10179614.000000 Penalty: 5620.167969
	Iteration 19Q: 3 clusters Score -1.017961e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 82585 members 
Entering Unmasked Estep 
Score: -10179618.000000 Penalty: 5620.167969
	Iteration 20F: 3 clusters Score -1.017962e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 82592 members 
Entering Unmasked Estep 
Score: -10179623.000000 Penalty: 5620.167969
	Iteration 21Q: 3 clusters Score -1.017962e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 82601 members 
Entering Unmasked Estep 
Score: -10179638.000000 Penalty: 5620.167969
	Iteration 22Q: 3 clusters Score -1.017964e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 82600 members 
Entering Unmasked Estep 
Score: -10179635.000000 Penalty: 5620.167969
	Iteration 23Q: 3 clusters Score -1.017964e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 82613 members 
Entering Unmasked Estep 
Score: -10179647.000000 Penalty: 5620.167969
	Iteration 24Q: 3 clusters Score -1.017965e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 82613 members 
Entering Unmasked Estep 
Score: -10179660.000000 Penalty: 5620.167969
	Iteration 25Q: 3 clusters Score -1.017966e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 82619 members 
Entering Unmasked Estep 
Score: -10179671.000000 Penalty: 5620.167969
	Iteration 26Q: 3 clusters Score -1.017967e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 82627 members 
Entering Unmasked Estep 
Score: -10179672.000000 Penalty: 5620.167969
	Iteration 27Q: 3 clusters Score -1.017967e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 82635 members 
Entering Unmasked Estep 
Score: -10179684.000000 Penalty: 5620.167969
	Iteration 28Q: 3 clusters Score -1.017968e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 82636 members 
Entering Unmasked Estep 
Score: -10179697.000000 Penalty: 5620.167969
	Iteration 29Q: 3 clusters Score -1.01797e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 82638 members 
Entering Unmasked Estep 
Score: -10179700.000000 Penalty: 5620.167969
	Iteration 30Q: 3 clusters Score -1.01797e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 82637 members 
Entering Unmasked Estep 
Score: -10179700.000000 Penalty: 5620.167969
	Iteration 31Q: 3 clusters Score -1.01797e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 82637 members 
Entering Unmasked Estep 
Score: -10179699.000000 Penalty: 5620.167969
	Iteration 32Q: 3 clusters Score -1.01797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 82635 members 
Entering Unmasked Estep 
Score: -10179700.000000 Penalty: 5620.167969
	Iteration 33Q: 3 clusters Score -1.01797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 82633 members 
Entering Unmasked Estep 
Score: -10179703.000000 Penalty: 5620.167969
	Iteration 34Q: 3 clusters Score -1.01797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 82631 members 
Entering Unmasked Estep 
Score: -10179711.000000 Penalty: 5620.167969
	Iteration 35Q: 3 clusters Score -1.017971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 82635 members 
Entering Unmasked Estep 
Score: -10179710.000000 Penalty: 5620.167969
	Iteration 36Q: 3 clusters Score -1.017971e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 82634 members 
Entering Unmasked Estep 
Score: -10179711.000000 Penalty: 5620.167969
	Iteration 37Q: 3 clusters Score -1.017971e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 82636 members 
Entering Unmasked Estep 
Score: -10179718.000000 Penalty: 5620.167969
	Iteration 38Q: 3 clusters Score -1.017972e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 82638 members 
Entering Unmasked Estep 
Score: -10179709.000000 Penalty: 5620.167969
	Iteration 39Q: 3 clusters Score -1.017971e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 82636 members 
Entering Unmasked Estep 
Score: -10179709.000000 Penalty: 5620.167969
	Iteration 40F: 3 clusters Score -1.017971e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 82634 members 
Entering Unmasked Estep 
Score: -10179711.000000 Penalty: 5620.167969
	Iteration 41Q: 3 clusters Score -1.017971e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 82633 members 
Entering Unmasked Estep 
Score: -10179713.000000 Penalty: 5620.167969
	Iteration 42Q: 3 clusters Score -1.017971e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 82634 members 
Entering Unmasked Estep 
Score: -10179713.000000 Penalty: 5620.167969
	Iteration 43Q: 3 clusters Score -1.017971e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 82635 members 
Entering Unmasked Estep 
Score: -10179715.000000 Penalty: 5620.167969
	Iteration 44Q: 3 clusters Score -1.017972e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 82636 members 
Entering Unmasked Estep 
Score: -10179710.000000 Penalty: 5620.167969
	Iteration 45Q: 3 clusters Score -1.017971e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 82635 members 
Entering Unmasked Estep 
Score: -10179717.000000 Penalty: 5620.167969
	Iteration 46Q: 3 clusters Score -1.017972e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 82634 members 
Entering Unmasked Estep 
Score: -10179716.000000 Penalty: 5620.167969
	Iteration 47Q: 3 clusters Score -1.017972e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 82633 members 
Entering Unmasked Estep 
Score: -10179715.000000 Penalty: 5620.167969
	Iteration 48Q: 3 clusters Score -1.017972e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 82633 members 
Entering Unmasked Estep 
Score: -10179715.000000 Penalty: 5620.167969
	Iteration 49F: 3 clusters Score -1.017972e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Entering Unmasked Estep 
Score: -92034.312500 Penalty: 1705.824951
	Iteration 0F: 2 clusters Score -92034.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -90325.960938 Penalty: 3411.649902
	Iteration 0F: 3 clusters Score -90325.96 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -91525.929688 Penalty: 3411.649902
	Iteration 1F: 3 clusters Score -91525.93 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -92479.757812 Penalty: 3411.649902
	Iteration 2F: 3 clusters Score -92479.76 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -93048.289062 Penalty: 3411.649902
	Iteration 3F: 3 clusters Score -93048.29 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -93445.726562 Penalty: 3411.649902
	Iteration 4Q: 3 clusters Score -93445.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -93723.710938 Penalty: 3411.649902
	Iteration 5Q: 3 clusters Score -93723.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -93963.312500 Penalty: 3411.649902
	Iteration 6Q: 3 clusters Score -93963.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -94165.640625 Penalty: 3411.649902
	Iteration 7Q: 3 clusters Score -94165.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -94176.570312 Penalty: 3411.649902
	Iteration 8Q: 3 clusters Score -94176.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -94185.140625 Penalty: 3411.649902
	Iteration 9Q: 3 clusters Score -94185.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -94207.695312 Penalty: 3411.649902
	Iteration 10Q: 3 clusters Score -94207.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -94209.468750 Penalty: 3411.649902
	Iteration 11Q: 3 clusters Score -94209.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -94209.468750 Penalty: 3411.649902
	Iteration 12F: 3 clusters Score -94209.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 13796 members 
Mstep: Class 3 contains 13793 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 42448 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4505 members 
Mstep: Class 8 contains 196138 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28483 members 
Mstep: Class 11 contains 17082 members 
Mstep: Class 12 contains 16728 members 
Mstep: Class 13 contains 56086 members 
Mstep: Class 14 contains 155796 members 
Mstep: Class 15 contains 29968 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 10081 members 
Mstep: Class 18 contains 9045 members 
Mstep: Class 19 contains 14809 members 
Mstep: Class 20 contains 12287 members 
Mstep: Class 21 contains 171324 members 
Mstep: Class 22 contains 30145 members 
Mstep: Class 23 contains 24850 members 
Mstep: Class 24 contains 82265 members 
Mstep: Class 25 contains 24844 members 
Mstep: Class 26 contains 13561 members 
Mstep: Class 27 contains 332559 members 
Mstep: Class 28 contains 203916 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10079 members 
Mstep: Class 31 contains 8995 members 
Mstep: Class 32 contains 83365 members 
Mstep: Class 33 contains 280 members 
Mstep: Class 34 contains 221850 members 
Mstep: Class 35 contains 91336 members 
Mstep: Class 36 contains 21208 members 
Mstep: Class 37 contains 8249 members 
Mstep: Class 38 contains 905 members 
Mstep: Class 39 contains 691 members 
Entering Unmasked Estep 
Score: -235492416.000000 Penalty: 140280.062500
Splitting cluster 33 changes total score from -235493488.000000 to -235492416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (221850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221850 members 
Entering Unmasked Estep 
Score: -27245952.000000 Penalty: 3052.819824
	Iteration 0F: 2 clusters Score -2.724595e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111127 members 
Mstep: Class 2 contains 110723 members 
Entering Unmasked Estep 
Score: -27102300.000000 Penalty: 6105.639648
	Iteration 0F: 3 clusters Score -2.71023e+07 nChanged 106913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115434 members 
Mstep: Class 2 contains 106416 members 
Entering Unmasked Estep 
Score: -27165374.000000 Penalty: 6105.639648
	Iteration 1F: 3 clusters Score -2.716537e+07 nChanged 6184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118518 members 
Mstep: Class 2 contains 103332 members 
Entering Unmasked Estep 
Score: -27166750.000000 Penalty: 6105.639648
	Iteration 2Q: 3 clusters Score -2.716675e+07 nChanged 7435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123405 members 
Mstep: Class 2 contains 98445 members 
Entering Unmasked Estep 
Score: -27169198.000000 Penalty: 6105.639648
	Iteration 3Q: 3 clusters Score -2.71692e+07 nChanged 9347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130914 members 
Mstep: Class 2 contains 90936 members 
Entering Unmasked Estep 
Score: -27173166.000000 Penalty: 6105.639648
	Iteration 4Q: 3 clusters Score -2.717317e+07 nChanged 11938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141650 members 
Mstep: Class 2 contains 80200 members 
Entering Unmasked Estep 
Score: -27179878.000000 Penalty: 6105.639648
	Iteration 5F: 3 clusters Score -2.717988e+07 nChanged 15203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156057 members 
Mstep: Class 2 contains 65793 members 
Entering Unmasked Estep 
Score: -27190710.000000 Penalty: 6105.639648
	Iteration 6F: 3 clusters Score -2.719071e+07 nChanged 17773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173436 members 
Mstep: Class 2 contains 48414 members 
Entering Unmasked Estep 
Score: -27204922.000000 Penalty: 6105.639648
	Iteration 7F: 3 clusters Score -2.720492e+07 nChanged 17493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190711 members 
Mstep: Class 2 contains 31139 members 
Entering Unmasked Estep 
Score: -27218998.000000 Penalty: 6105.639648
	Iteration 8F: 3 clusters Score -2.7219e+07 nChanged 13818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204431 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -27229908.000000 Penalty: 6105.639648
	Iteration 9F: 3 clusters Score -2.722991e+07 nChanged 8844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213247 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -27236942.000000 Penalty: 6105.639648
	Iteration 10Q: 3 clusters Score -2.723694e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218003 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -27240548.000000 Penalty: 6105.639648
	Iteration 11Q: 3 clusters Score -2.724055e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220116 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -27242004.000000 Penalty: 6105.639648
	Iteration 12Q: 3 clusters Score -2.7242e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220927 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -27242654.000000 Penalty: 6105.639648
	Iteration 13Q: 3 clusters Score -2.724265e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221231 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -27242884.000000 Penalty: 6105.639648
	Iteration 14Q: 3 clusters Score -2.724288e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221342 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -27243020.000000 Penalty: 6105.639648
	Iteration 15Q: 3 clusters Score -2.724302e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221401 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -27243078.000000 Penalty: 6105.639648
	Iteration 16Q: 3 clusters Score -2.724308e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221432 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -27243110.000000 Penalty: 6105.639648
	Iteration 17Q: 3 clusters Score -2.724311e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221458 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -27243140.000000 Penalty: 6105.639648
	Iteration 18Q: 3 clusters Score -2.724314e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221471 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -27243162.000000 Penalty: 6105.639648
	Iteration 19Q: 3 clusters Score -2.724316e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221473 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -27243178.000000 Penalty: 6105.639648
	Iteration 20F: 3 clusters Score -2.724318e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221477 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -27243186.000000 Penalty: 6105.639648
	Iteration 21Q: 3 clusters Score -2.724319e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221479 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -27243180.000000 Penalty: 6105.639648
	Iteration 22Q: 3 clusters Score -2.724318e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221482 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -27243188.000000 Penalty: 6105.639648
	Iteration 23Q: 3 clusters Score -2.724319e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221484 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -27243192.000000 Penalty: 6105.639648
	Iteration 24Q: 3 clusters Score -2.724319e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221484 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -27243192.000000 Penalty: 6105.639648
	Iteration 25F: 3 clusters Score -2.724319e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (91336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91336 members 
Entering Unmasked Estep 
Score: -11173316.000000 Penalty: 2832.730469
	Iteration 0F: 2 clusters Score -1.117332e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45542 members 
Mstep: Class 2 contains 45794 members 
Entering Unmasked Estep 
Score: -11112097.000000 Penalty: 5665.460938
	Iteration 0F: 3 clusters Score -1.11121e+07 nChanged 43175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 46875 members 
Entering Unmasked Estep 
Score: -11136440.000000 Penalty: 5665.460938
	Iteration 1F: 3 clusters Score -1.113644e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Mstep: Class 2 contains 47306 members 
Entering Unmasked Estep 
Score: -11137278.000000 Penalty: 5665.460938
	Iteration 2Q: 3 clusters Score -1.113728e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43331 members 
Mstep: Class 2 contains 48005 members 
Entering Unmasked Estep 
Score: -11138268.000000 Penalty: 5665.460938
	Iteration 3Q: 3 clusters Score -1.113827e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42368 members 
Mstep: Class 2 contains 48968 members 
Entering Unmasked Estep 
Score: -11139706.000000 Penalty: 5665.460938
	Iteration 4Q: 3 clusters Score -1.113971e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41251 members 
Mstep: Class 2 contains 50085 members 
Entering Unmasked Estep 
Score: -11141613.000000 Penalty: 5665.460938
	Iteration 5Q: 3 clusters Score -1.114161e+07 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40018 members 
Mstep: Class 2 contains 51318 members 
Entering Unmasked Estep 
Score: -11144360.000000 Penalty: 5665.460938
	Iteration 6Q: 3 clusters Score -1.114436e+07 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38822 members 
Mstep: Class 2 contains 52514 members 
Entering Unmasked Estep 
Score: -11147852.000000 Penalty: 5665.460938
	Iteration 7F: 3 clusters Score -1.114785e+07 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38017 members 
Mstep: Class 2 contains 53319 members 
Entering Unmasked Estep 
Score: -11151503.000000 Penalty: 5665.460938
	Iteration 8F: 3 clusters Score -1.11515e+07 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37453 members 
Mstep: Class 2 contains 53883 members 
Entering Unmasked Estep 
Score: -11154964.000000 Penalty: 5665.460938
	Iteration 9F: 3 clusters Score -1.115496e+07 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37293 members 
Mstep: Class 2 contains 54043 members 
Entering Unmasked Estep 
Score: -11157884.000000 Penalty: 5665.460938
	Iteration 10F: 3 clusters Score -1.115788e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37549 members 
Mstep: Class 2 contains 53787 members 
Entering Unmasked Estep 
Score: -11159709.000000 Penalty: 5665.460938
	Iteration 11Q: 3 clusters Score -1.115971e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37972 members 
Mstep: Class 2 contains 53364 members 
Entering Unmasked Estep 
Score: -11160685.000000 Penalty: 5665.460938
	Iteration 12Q: 3 clusters Score -1.116068e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38446 members 
Mstep: Class 2 contains 52890 members 
Entering Unmasked Estep 
Score: -11161225.000000 Penalty: 5665.460938
	Iteration 13Q: 3 clusters Score -1.116122e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 52351 members 
Entering Unmasked Estep 
Score: -11161586.000000 Penalty: 5665.460938
	Iteration 14Q: 3 clusters Score -1.116159e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39537 members 
Mstep: Class 2 contains 51799 members 
Entering Unmasked Estep 
Score: -11161844.000000 Penalty: 5665.460938
	Iteration 15Q: 3 clusters Score -1.116184e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 51178 members 
Entering Unmasked Estep 
Score: -11162081.000000 Penalty: 5665.460938
	Iteration 16Q: 3 clusters Score -1.116208e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40826 members 
Mstep: Class 2 contains 50510 members 
Entering Unmasked Estep 
Score: -11162332.000000 Penalty: 5665.460938
	Iteration 17Q: 3 clusters Score -1.116233e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41506 members 
Mstep: Class 2 contains 49830 members 
Entering Unmasked Estep 
Score: -11162534.000000 Penalty: 5665.460938
	Iteration 18Q: 3 clusters Score -1.116253e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42218 members 
Mstep: Class 2 contains 49118 members 
Entering Unmasked Estep 
Score: -11162776.000000 Penalty: 5665.460938
	Iteration 19Q: 3 clusters Score -1.116278e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42964 members 
Mstep: Class 2 contains 48372 members 
Entering Unmasked Estep 
Score: -11163039.000000 Penalty: 5665.460938
	Iteration 20F: 3 clusters Score -1.116304e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43697 members 
Mstep: Class 2 contains 47639 members 
Entering Unmasked Estep 
Score: -11163311.000000 Penalty: 5665.460938
	Iteration 21Q: 3 clusters Score -1.116331e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44444 members 
Mstep: Class 2 contains 46892 members 
Entering Unmasked Estep 
Score: -11163498.000000 Penalty: 5665.460938
	Iteration 22Q: 3 clusters Score -1.11635e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45173 members 
Mstep: Class 2 contains 46163 members 
Entering Unmasked Estep 
Score: -11163619.000000 Penalty: 5665.460938
	Iteration 23Q: 3 clusters Score -1.116362e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45883 members 
Mstep: Class 2 contains 45453 members 
Entering Unmasked Estep 
Score: -11163814.000000 Penalty: 5665.460938
	Iteration 24Q: 3 clusters Score -1.116381e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46601 members 
Mstep: Class 2 contains 44735 members 
Entering Unmasked Estep 
Score: -11163956.000000 Penalty: 5665.460938
	Iteration 25Q: 3 clusters Score -1.116396e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47325 members 
Mstep: Class 2 contains 44011 members 
Entering Unmasked Estep 
Score: -11164071.000000 Penalty: 5665.460938
	Iteration 26Q: 3 clusters Score -1.116407e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48013 members 
Mstep: Class 2 contains 43323 members 
Entering Unmasked Estep 
Score: -11164183.000000 Penalty: 5665.460938
	Iteration 27Q: 3 clusters Score -1.116418e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48692 members 
Mstep: Class 2 contains 42644 members 
Entering Unmasked Estep 
Score: -11164324.000000 Penalty: 5665.460938
	Iteration 28Q: 3 clusters Score -1.116432e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49373 members 
Mstep: Class 2 contains 41963 members 
Entering Unmasked Estep 
Score: -11164455.000000 Penalty: 5665.460938
	Iteration 29Q: 3 clusters Score -1.116446e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50045 members 
Mstep: Class 2 contains 41291 members 
Entering Unmasked Estep 
Score: -11164566.000000 Penalty: 5665.460938
	Iteration 30Q: 3 clusters Score -1.116457e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50729 members 
Mstep: Class 2 contains 40607 members 
Entering Unmasked Estep 
Score: -11164670.000000 Penalty: 5665.460938
	Iteration 31Q: 3 clusters Score -1.116467e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51415 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -11164795.000000 Penalty: 5665.460938
	Iteration 32Q: 3 clusters Score -1.11648e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52085 members 
Mstep: Class 2 contains 39251 members 
Entering Unmasked Estep 
Score: -11164873.000000 Penalty: 5665.460938
	Iteration 33Q: 3 clusters Score -1.116487e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52774 members 
Mstep: Class 2 contains 38562 members 
Entering Unmasked Estep 
Score: -11164994.000000 Penalty: 5665.460938
	Iteration 34Q: 3 clusters Score -1.116499e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53466 members 
Mstep: Class 2 contains 37870 members 
Entering Unmasked Estep 
Score: -11165042.000000 Penalty: 5665.460938
	Iteration 35Q: 3 clusters Score -1.116504e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54172 members 
Mstep: Class 2 contains 37164 members 
Entering Unmasked Estep 
Score: -11165148.000000 Penalty: 5665.460938
	Iteration 36Q: 3 clusters Score -1.116515e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54876 members 
Mstep: Class 2 contains 36460 members 
Entering Unmasked Estep 
Score: -11165256.000000 Penalty: 5665.460938
	Iteration 37Q: 3 clusters Score -1.116526e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55594 members 
Mstep: Class 2 contains 35742 members 
Entering Unmasked Estep 
Score: -11165392.000000 Penalty: 5665.460938
	Iteration 38Q: 3 clusters Score -1.116539e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56363 members 
Mstep: Class 2 contains 34973 members 
Entering Unmasked Estep 
Score: -11165516.000000 Penalty: 5665.460938
	Iteration 39Q: 3 clusters Score -1.116552e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57123 members 
Mstep: Class 2 contains 34213 members 
Entering Unmasked Estep 
Score: -11165631.000000 Penalty: 5665.460938
	Iteration 40F: 3 clusters Score -1.116563e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57839 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -11165689.000000 Penalty: 5665.460938
	Iteration 41Q: 3 clusters Score -1.116569e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58556 members 
Mstep: Class 2 contains 32780 members 
Entering Unmasked Estep 
Score: -11165804.000000 Penalty: 5665.460938
	Iteration 42Q: 3 clusters Score -1.11658e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59259 members 
Mstep: Class 2 contains 32077 members 
Entering Unmasked Estep 
Score: -11165909.000000 Penalty: 5665.460938
	Iteration 43Q: 3 clusters Score -1.116591e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59954 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -11166041.000000 Penalty: 5665.460938
	Iteration 44Q: 3 clusters Score -1.116604e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60638 members 
Mstep: Class 2 contains 30698 members 
Entering Unmasked Estep 
Score: -11166120.000000 Penalty: 5665.460938
	Iteration 45Q: 3 clusters Score -1.116612e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61362 members 
Mstep: Class 2 contains 29974 members 
Entering Unmasked Estep 
Score: -11166280.000000 Penalty: 5665.460938
	Iteration 46Q: 3 clusters Score -1.116628e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62101 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -11166409.000000 Penalty: 5665.460938
	Iteration 47Q: 3 clusters Score -1.116641e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62901 members 
Mstep: Class 2 contains 28435 members 
Entering Unmasked Estep 
Score: -11166578.000000 Penalty: 5665.460938
	Iteration 48Q: 3 clusters Score -1.116658e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63717 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -11166695.000000 Penalty: 5665.460938
	Iteration 49Q: 3 clusters Score -1.11667e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64538 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -11166846.000000 Penalty: 5665.460938
	Iteration 50Q: 3 clusters Score -1.116685e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65323 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -11167015.000000 Penalty: 5665.460938
	Iteration 51Q: 3 clusters Score -1.116702e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66096 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -11167220.000000 Penalty: 5665.460938
	Iteration 52Q: 3 clusters Score -1.116722e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66843 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -11167381.000000 Penalty: 5665.460938
	Iteration 53Q: 3 clusters Score -1.116738e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67586 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -11167529.000000 Penalty: 5665.460938
	Iteration 54Q: 3 clusters Score -1.116753e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68301 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -11167703.000000 Penalty: 5665.460938
	Iteration 55Q: 3 clusters Score -1.11677e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69009 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -11167849.000000 Penalty: 5665.460938
	Iteration 56Q: 3 clusters Score -1.116785e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69735 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -11168043.000000 Penalty: 5665.460938
	Iteration 57Q: 3 clusters Score -1.116804e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70427 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -11168214.000000 Penalty: 5665.460938
	Iteration 58Q: 3 clusters Score -1.116821e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71126 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -11168344.000000 Penalty: 5665.460938
	Iteration 59Q: 3 clusters Score -1.116834e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71846 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -11168548.000000 Penalty: 5665.460938
	Iteration 60F: 3 clusters Score -1.116855e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72573 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -11168662.000000 Penalty: 5665.460938
	Iteration 61Q: 3 clusters Score -1.116866e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73279 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -11168791.000000 Penalty: 5665.460938
	Iteration 62Q: 3 clusters Score -1.116879e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73972 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -11168910.000000 Penalty: 5665.460938
	Iteration 63Q: 3 clusters Score -1.116891e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74662 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -11169073.000000 Penalty: 5665.460938
	Iteration 64Q: 3 clusters Score -1.116907e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75343 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -11169226.000000 Penalty: 5665.460938
	Iteration 65Q: 3 clusters Score -1.116923e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75952 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -11169377.000000 Penalty: 5665.460938
	Iteration 66Q: 3 clusters Score -1.116938e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76548 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -11169517.000000 Penalty: 5665.460938
	Iteration 67Q: 3 clusters Score -1.116952e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77143 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -11169677.000000 Penalty: 5665.460938
	Iteration 68Q: 3 clusters Score -1.116968e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77689 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -11169780.000000 Penalty: 5665.460938
	Iteration 69Q: 3 clusters Score -1.116978e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78207 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -11169920.000000 Penalty: 5665.460938
	Iteration 70Q: 3 clusters Score -1.116992e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78687 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -11169994.000000 Penalty: 5665.460938
	Iteration 71Q: 3 clusters Score -1.116999e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79149 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -11170146.000000 Penalty: 5665.460938
	Iteration 72Q: 3 clusters Score -1.117015e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79583 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -11170213.000000 Penalty: 5665.460938
	Iteration 73Q: 3 clusters Score -1.117021e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80002 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -11170341.000000 Penalty: 5665.460938
	Iteration 74Q: 3 clusters Score -1.117034e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80352 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -11170395.000000 Penalty: 5665.460938
	Iteration 75Q: 3 clusters Score -1.11704e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80707 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -11170483.000000 Penalty: 5665.460938
	Iteration 76Q: 3 clusters Score -1.117048e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81045 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -11170529.000000 Penalty: 5665.460938
	Iteration 77Q: 3 clusters Score -1.117053e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81376 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -11170575.000000 Penalty: 5665.460938
	Iteration 78Q: 3 clusters Score -1.117058e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81684 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -11170646.000000 Penalty: 5665.460938
	Iteration 79Q: 3 clusters Score -1.117065e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81969 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -11170762.000000 Penalty: 5665.460938
	Iteration 80F: 3 clusters Score -1.117076e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82226 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -11170843.000000 Penalty: 5665.460938
	Iteration 81Q: 3 clusters Score -1.117084e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82453 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -11170864.000000 Penalty: 5665.460938
	Iteration 82Q: 3 clusters Score -1.117086e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82683 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -11170909.000000 Penalty: 5665.460938
	Iteration 83Q: 3 clusters Score -1.117091e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82914 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -11170932.000000 Penalty: 5665.460938
	Iteration 84Q: 3 clusters Score -1.117093e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83124 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -11170981.000000 Penalty: 5665.460938
	Iteration 85Q: 3 clusters Score -1.117098e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83316 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -11170997.000000 Penalty: 5665.460938
	Iteration 86Q: 3 clusters Score -1.1171e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83497 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -11171031.000000 Penalty: 5665.460938
	Iteration 87Q: 3 clusters Score -1.117103e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83684 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -11171092.000000 Penalty: 5665.460938
	Iteration 88Q: 3 clusters Score -1.117109e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83877 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -11171135.000000 Penalty: 5665.460938
	Iteration 89Q: 3 clusters Score -1.117114e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84066 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -11171176.000000 Penalty: 5665.460938
	Iteration 90Q: 3 clusters Score -1.117118e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84233 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -11171217.000000 Penalty: 5665.460938
	Iteration 91Q: 3 clusters Score -1.117122e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84395 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -11171269.000000 Penalty: 5665.460938
	Iteration 92Q: 3 clusters Score -1.117127e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84541 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -11171275.000000 Penalty: 5665.460938
	Iteration 93Q: 3 clusters Score -1.117128e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84693 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -11171260.000000 Penalty: 5665.460938
	Iteration 94Q: 3 clusters Score -1.117126e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84848 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -11171285.000000 Penalty: 5665.460938
	Iteration 95Q: 3 clusters Score -1.117128e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85003 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -11171317.000000 Penalty: 5665.460938
	Iteration 96Q: 3 clusters Score -1.117132e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85145 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -11171309.000000 Penalty: 5665.460938
	Iteration 97Q: 3 clusters Score -1.117131e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85277 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -11171362.000000 Penalty: 5665.460938
	Iteration 98Q: 3 clusters Score -1.117136e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85388 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -11171360.000000 Penalty: 5665.460938
	Iteration 99Q: 3 clusters Score -1.117136e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85491 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -11171377.000000 Penalty: 5665.460938
	Iteration 100F: 3 clusters Score -1.117138e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85603 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -11171396.000000 Penalty: 5665.460938
	Iteration 101Q: 3 clusters Score -1.11714e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85699 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -11171396.000000 Penalty: 5665.460938
	Iteration 102Q: 3 clusters Score -1.11714e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85789 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -11171413.000000 Penalty: 5665.460938
	Iteration 103Q: 3 clusters Score -1.117141e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85862 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -11171434.000000 Penalty: 5665.460938
	Iteration 104Q: 3 clusters Score -1.117143e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85922 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -11171456.000000 Penalty: 5665.460938
	Iteration 105Q: 3 clusters Score -1.117146e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85974 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -11171467.000000 Penalty: 5665.460938
	Iteration 106Q: 3 clusters Score -1.117147e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86020 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -11171479.000000 Penalty: 5665.460938
	Iteration 107Q: 3 clusters Score -1.117148e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86063 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -11171479.000000 Penalty: 5665.460938
	Iteration 108Q: 3 clusters Score -1.117148e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86106 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -11171478.000000 Penalty: 5665.460938
	Iteration 109Q: 3 clusters Score -1.117148e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86143 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -11171494.000000 Penalty: 5665.460938
	Iteration 110Q: 3 clusters Score -1.117149e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86182 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -11171495.000000 Penalty: 5665.460938
	Iteration 111Q: 3 clusters Score -1.11715e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86222 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -11171513.000000 Penalty: 5665.460938
	Iteration 112Q: 3 clusters Score -1.117151e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86261 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -11171502.000000 Penalty: 5665.460938
	Iteration 113Q: 3 clusters Score -1.11715e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86298 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -11171514.000000 Penalty: 5665.460938
	Iteration 114Q: 3 clusters Score -1.117151e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86338 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -11171537.000000 Penalty: 5665.460938
	Iteration 115Q: 3 clusters Score -1.117154e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86371 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -11171533.000000 Penalty: 5665.460938
	Iteration 116Q: 3 clusters Score -1.117153e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86402 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -11171557.000000 Penalty: 5665.460938
	Iteration 117Q: 3 clusters Score -1.117156e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86433 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -11171550.000000 Penalty: 5665.460938
	Iteration 118Q: 3 clusters Score -1.117155e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86464 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -11171558.000000 Penalty: 5665.460938
	Iteration 119Q: 3 clusters Score -1.117156e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86502 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -11171539.000000 Penalty: 5665.460938
	Iteration 120F: 3 clusters Score -1.117154e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86544 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -11171534.000000 Penalty: 5665.460938
	Iteration 121Q: 3 clusters Score -1.117153e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86571 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -11171545.000000 Penalty: 5665.460938
	Iteration 122Q: 3 clusters Score -1.117154e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86594 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -11171540.000000 Penalty: 5665.460938
	Iteration 123Q: 3 clusters Score -1.117154e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86616 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -11171557.000000 Penalty: 5665.460938
	Iteration 124Q: 3 clusters Score -1.117156e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86636 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -11171563.000000 Penalty: 5665.460938
	Iteration 125Q: 3 clusters Score -1.117156e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86658 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -11171568.000000 Penalty: 5665.460938
	Iteration 126Q: 3 clusters Score -1.117157e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86672 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -11171573.000000 Penalty: 5665.460938
	Iteration 127Q: 3 clusters Score -1.117157e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86686 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -11171577.000000 Penalty: 5665.460938
	Iteration 128Q: 3 clusters Score -1.117158e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86694 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -11171565.000000 Penalty: 5665.460938
	Iteration 129Q: 3 clusters Score -1.117156e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86698 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -11171575.000000 Penalty: 5665.460938
	Iteration 130Q: 3 clusters Score -1.117158e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86707 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -11171570.000000 Penalty: 5665.460938
	Iteration 131Q: 3 clusters Score -1.117157e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86718 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -11171581.000000 Penalty: 5665.460938
	Iteration 132Q: 3 clusters Score -1.117158e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86726 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -11171573.000000 Penalty: 5665.460938
	Iteration 133Q: 3 clusters Score -1.117157e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86735 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -11171586.000000 Penalty: 5665.460938
	Iteration 134Q: 3 clusters Score -1.117159e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86742 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -11171580.000000 Penalty: 5665.460938
	Iteration 135Q: 3 clusters Score -1.117158e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86746 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -11171586.000000 Penalty: 5665.460938
	Iteration 136Q: 3 clusters Score -1.117159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86749 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -11171586.000000 Penalty: 5665.460938
	Iteration 137Q: 3 clusters Score -1.117159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86753 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -11171586.000000 Penalty: 5665.460938
	Iteration 138Q: 3 clusters Score -1.117159e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86754 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -11171585.000000 Penalty: 5665.460938
	Iteration 139Q: 3 clusters Score -1.117158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86755 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -11171592.000000 Penalty: 5665.460938
	Iteration 140F: 3 clusters Score -1.117159e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (21208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Entering Unmasked Estep 
Score: -2376805.250000 Penalty: 2470.609131
	Iteration 0F: 2 clusters Score -2376805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -2361915.750000 Penalty: 4941.218262
	Iteration 0F: 3 clusters Score -2361916 nChanged 9451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -2367109.250000 Penalty: 4941.218262
	Iteration 1F: 3 clusters Score -2367109 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -2367865.750000 Penalty: 4941.218262
	Iteration 2F: 3 clusters Score -2367866 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2368606.250000 Penalty: 4941.218262
	Iteration 3F: 3 clusters Score -2368606 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -2369405.250000 Penalty: 4941.218262
	Iteration 4F: 3 clusters Score -2369405 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -2370187.250000 Penalty: 4941.218262
	Iteration 5F: 3 clusters Score -2370187 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -2370895.250000 Penalty: 4941.218262
	Iteration 6F: 3 clusters Score -2370895 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -2371619.500000 Penalty: 4941.218262
	Iteration 7F: 3 clusters Score -2371620 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -2372290.000000 Penalty: 4941.218262
	Iteration 8Q: 3 clusters Score -2372290 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -2372858.000000 Penalty: 4941.218262
	Iteration 9Q: 3 clusters Score -2372858 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -2373358.000000 Penalty: 4941.218262
	Iteration 10Q: 3 clusters Score -2373358 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2373782.250000 Penalty: 4941.218262
	Iteration 11Q: 3 clusters Score -2373782 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2374165.750000 Penalty: 4941.218262
	Iteration 12Q: 3 clusters Score -2374166 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2374446.250000 Penalty: 4941.218262
	Iteration 13Q: 3 clusters Score -2374446 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2374640.750000 Penalty: 4941.218262
	Iteration 14Q: 3 clusters Score -2374641 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2374766.250000 Penalty: 4941.218262
	Iteration 15Q: 3 clusters Score -2374766 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2374873.750000 Penalty: 4941.218262
	Iteration 16Q: 3 clusters Score -2374874 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2374924.500000 Penalty: 4941.218262
	Iteration 17Q: 3 clusters Score -2374924 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2374962.000000 Penalty: 4941.218262
	Iteration 18Q: 3 clusters Score -2374962 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2374983.000000 Penalty: 4941.218262
	Iteration 19Q: 3 clusters Score -2374983 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2375008.750000 Penalty: 4941.218262
	Iteration 20F: 3 clusters Score -2375009 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2375039.500000 Penalty: 4941.218262
	Iteration 21Q: 3 clusters Score -2375040 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2375061.000000 Penalty: 4941.218262
	Iteration 22Q: 3 clusters Score -2375061 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2375065.500000 Penalty: 4941.218262
	Iteration 23Q: 3 clusters Score -2375066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2375079.000000 Penalty: 4941.218262
	Iteration 24Q: 3 clusters Score -2375079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2375081.750000 Penalty: 4941.218262
	Iteration 25Q: 3 clusters Score -2375082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2375087.250000 Penalty: 4941.218262
	Iteration 26Q: 3 clusters Score -2375087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2375087.250000 Penalty: 4941.218262
	Iteration 27F: 3 clusters Score -2375087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Entering Unmasked Estep 
Score: -968631.437500 Penalty: 2236.426025
	Iteration 0F: 2 clusters Score -968631.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -962088.062500 Penalty: 4472.852051
	Iteration 0F: 3 clusters Score -962088.1 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -963888.187500 Penalty: 4472.852051
	Iteration 1F: 3 clusters Score -963888.2 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -964223.000000 Penalty: 4472.852051
	Iteration 2F: 3 clusters Score -964223 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -964491.500000 Penalty: 4472.852051
	Iteration 3F: 3 clusters Score -964491.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -964693.375000 Penalty: 4472.852051
	Iteration 4Q: 3 clusters Score -964693.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -964882.750000 Penalty: 4472.852051
	Iteration 5Q: 3 clusters Score -964882.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -965068.375000 Penalty: 4472.852051
	Iteration 6Q: 3 clusters Score -965068.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -965229.437500 Penalty: 4472.852051
	Iteration 7Q: 3 clusters Score -965229.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -965373.625000 Penalty: 4472.852051
	Iteration 8Q: 3 clusters Score -965373.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -965493.375000 Penalty: 4472.852051
	Iteration 9Q: 3 clusters Score -965493.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -965598.750000 Penalty: 4472.852051
	Iteration 10Q: 3 clusters Score -965598.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -965706.312500 Penalty: 4472.852051
	Iteration 11Q: 3 clusters Score -965706.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -965798.312500 Penalty: 4472.852051
	Iteration 12Q: 3 clusters Score -965798.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -965875.375000 Penalty: 4472.852051
	Iteration 13Q: 3 clusters Score -965875.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -965932.062500 Penalty: 4472.852051
	Iteration 14Q: 3 clusters Score -965932.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -965975.312500 Penalty: 4472.852051
	Iteration 15Q: 3 clusters Score -965975.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -966016.375000 Penalty: 4472.852051
	Iteration 16Q: 3 clusters Score -966016.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -966052.875000 Penalty: 4472.852051
	Iteration 17Q: 3 clusters Score -966052.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -966085.062500 Penalty: 4472.852051
	Iteration 18Q: 3 clusters Score -966085.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -966118.687500 Penalty: 4472.852051
	Iteration 19Q: 3 clusters Score -966118.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -966141.500000 Penalty: 4472.852051
	Iteration 20F: 3 clusters Score -966141.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -966157.000000 Penalty: 4472.852051
	Iteration 21Q: 3 clusters Score -966157 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -966173.375000 Penalty: 4472.852051
	Iteration 22Q: 3 clusters Score -966173.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -966190.125000 Penalty: 4472.852051
	Iteration 23Q: 3 clusters Score -966190.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -966205.687500 Penalty: 4472.852051
	Iteration 24Q: 3 clusters Score -966205.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -966214.375000 Penalty: 4472.852051
	Iteration 25Q: 3 clusters Score -966214.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -966227.437500 Penalty: 4472.852051
	Iteration 26Q: 3 clusters Score -966227.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -966234.687500 Penalty: 4472.852051
	Iteration 27Q: 3 clusters Score -966234.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -966241.750000 Penalty: 4472.852051
	Iteration 28Q: 3 clusters Score -966241.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -966253.062500 Penalty: 4472.852051
	Iteration 29Q: 3 clusters Score -966253.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -966260.000000 Penalty: 4472.852051
	Iteration 30Q: 3 clusters Score -966260 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -966265.187500 Penalty: 4472.852051
	Iteration 31Q: 3 clusters Score -966265.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -966272.250000 Penalty: 4472.852051
	Iteration 32Q: 3 clusters Score -966272.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -966275.750000 Penalty: 4472.852051
	Iteration 33Q: 3 clusters Score -966275.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -966283.000000 Penalty: 4472.852051
	Iteration 34Q: 3 clusters Score -966283 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -966285.937500 Penalty: 4472.852051
	Iteration 35Q: 3 clusters Score -966285.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -966291.812500 Penalty: 4472.852051
	Iteration 36Q: 3 clusters Score -966291.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -966295.937500 Penalty: 4472.852051
	Iteration 37Q: 3 clusters Score -966295.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -966296.937500 Penalty: 4472.852051
	Iteration 38Q: 3 clusters Score -966296.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -966302.812500 Penalty: 4472.852051
	Iteration 39Q: 3 clusters Score -966302.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -966302.750000 Penalty: 4472.852051
	Iteration 40F: 3 clusters Score -966302.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -966307.750000 Penalty: 4472.852051
	Iteration 41Q: 3 clusters Score -966307.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -966312.187500 Penalty: 4472.852051
	Iteration 42Q: 3 clusters Score -966312.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -966315.250000 Penalty: 4472.852051
	Iteration 43Q: 3 clusters Score -966315.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -966322.125000 Penalty: 4472.852051
	Iteration 44Q: 3 clusters Score -966322.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -966329.187500 Penalty: 4472.852051
	Iteration 45Q: 3 clusters Score -966329.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -966337.437500 Penalty: 4472.852051
	Iteration 46Q: 3 clusters Score -966337.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -966345.937500 Penalty: 4472.852051
	Iteration 47Q: 3 clusters Score -966345.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -966354.250000 Penalty: 4472.852051
	Iteration 48Q: 3 clusters Score -966354.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -966362.750000 Penalty: 4472.852051
	Iteration 49Q: 3 clusters Score -966362.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -966368.187500 Penalty: 4472.852051
	Iteration 50Q: 3 clusters Score -966368.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -966376.687500 Penalty: 4472.852051
	Iteration 51Q: 3 clusters Score -966376.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -966381.500000 Penalty: 4472.852051
	Iteration 52Q: 3 clusters Score -966381.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -966384.250000 Penalty: 4472.852051
	Iteration 53Q: 3 clusters Score -966384.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -966390.562500 Penalty: 4472.852051
	Iteration 54Q: 3 clusters Score -966390.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -966396.500000 Penalty: 4472.852051
	Iteration 55Q: 3 clusters Score -966396.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -966401.437500 Penalty: 4472.852051
	Iteration 56Q: 3 clusters Score -966401.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -966405.937500 Penalty: 4472.852051
	Iteration 57Q: 3 clusters Score -966405.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -966409.812500 Penalty: 4472.852051
	Iteration 58Q: 3 clusters Score -966409.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -966414.812500 Penalty: 4472.852051
	Iteration 59Q: 3 clusters Score -966414.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -966423.125000 Penalty: 4472.852051
	Iteration 60F: 3 clusters Score -966423.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -966430.750000 Penalty: 4472.852051
	Iteration 61Q: 3 clusters Score -966430.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -966439.500000 Penalty: 4472.852051
	Iteration 62Q: 3 clusters Score -966439.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -966447.312500 Penalty: 4472.852051
	Iteration 63Q: 3 clusters Score -966447.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -966452.312500 Penalty: 4472.852051
	Iteration 64Q: 3 clusters Score -966452.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -966459.437500 Penalty: 4472.852051
	Iteration 65Q: 3 clusters Score -966459.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -966470.062500 Penalty: 4472.852051
	Iteration 66Q: 3 clusters Score -966470.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -966479.000000 Penalty: 4472.852051
	Iteration 67Q: 3 clusters Score -966479 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -966489.750000 Penalty: 4472.852051
	Iteration 68Q: 3 clusters Score -966489.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -966493.875000 Penalty: 4472.852051
	Iteration 69Q: 3 clusters Score -966493.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -966500.625000 Penalty: 4472.852051
	Iteration 70Q: 3 clusters Score -966500.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -966504.687500 Penalty: 4472.852051
	Iteration 71Q: 3 clusters Score -966504.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -966510.437500 Penalty: 4472.852051
	Iteration 72Q: 3 clusters Score -966510.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -966515.125000 Penalty: 4472.852051
	Iteration 73Q: 3 clusters Score -966515.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -966523.875000 Penalty: 4472.852051
	Iteration 74Q: 3 clusters Score -966523.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -966529.062500 Penalty: 4472.852051
	Iteration 75Q: 3 clusters Score -966529.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -966535.937500 Penalty: 4472.852051
	Iteration 76Q: 3 clusters Score -966535.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -966544.062500 Penalty: 4472.852051
	Iteration 77Q: 3 clusters Score -966544.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -966551.937500 Penalty: 4472.852051
	Iteration 78Q: 3 clusters Score -966551.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -966556.750000 Penalty: 4472.852051
	Iteration 79Q: 3 clusters Score -966556.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -966569.312500 Penalty: 4472.852051
	Iteration 80F: 3 clusters Score -966569.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -966581.000000 Penalty: 4472.852051
	Iteration 81Q: 3 clusters Score -966581 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -966589.125000 Penalty: 4472.852051
	Iteration 82Q: 3 clusters Score -966589.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -966604.625000 Penalty: 4472.852051
	Iteration 83Q: 3 clusters Score -966604.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -966612.125000 Penalty: 4472.852051
	Iteration 84Q: 3 clusters Score -966612.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -966624.500000 Penalty: 4472.852051
	Iteration 85Q: 3 clusters Score -966624.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -966631.312500 Penalty: 4472.852051
	Iteration 86Q: 3 clusters Score -966631.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -966642.562500 Penalty: 4472.852051
	Iteration 87Q: 3 clusters Score -966642.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -966654.250000 Penalty: 4472.852051
	Iteration 88Q: 3 clusters Score -966654.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -966661.500000 Penalty: 4472.852051
	Iteration 89Q: 3 clusters Score -966661.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -966671.875000 Penalty: 4472.852051
	Iteration 90Q: 3 clusters Score -966671.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -966682.187500 Penalty: 4472.852051
	Iteration 91Q: 3 clusters Score -966682.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -966688.125000 Penalty: 4472.852051
	Iteration 92Q: 3 clusters Score -966688.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -966695.062500 Penalty: 4472.852051
	Iteration 93Q: 3 clusters Score -966695.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -966703.437500 Penalty: 4472.852051
	Iteration 94Q: 3 clusters Score -966703.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -966709.375000 Penalty: 4472.852051
	Iteration 95Q: 3 clusters Score -966709.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -966718.562500 Penalty: 4472.852051
	Iteration 96Q: 3 clusters Score -966718.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -966725.187500 Penalty: 4472.852051
	Iteration 97Q: 3 clusters Score -966725.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -966730.375000 Penalty: 4472.852051
	Iteration 98Q: 3 clusters Score -966730.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -966737.062500 Penalty: 4472.852051
	Iteration 99Q: 3 clusters Score -966737.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -966740.750000 Penalty: 4472.852051
	Iteration 100F: 3 clusters Score -966740.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -966745.937500 Penalty: 4472.852051
	Iteration 101Q: 3 clusters Score -966745.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -966754.062500 Penalty: 4472.852051
	Iteration 102Q: 3 clusters Score -966754.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -966759.812500 Penalty: 4472.852051
	Iteration 103Q: 3 clusters Score -966759.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -966766.250000 Penalty: 4472.852051
	Iteration 104Q: 3 clusters Score -966766.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -966769.812500 Penalty: 4472.852051
	Iteration 105Q: 3 clusters Score -966769.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -966771.750000 Penalty: 4472.852051
	Iteration 106Q: 3 clusters Score -966771.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -966775.562500 Penalty: 4472.852051
	Iteration 107Q: 3 clusters Score -966775.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -966782.312500 Penalty: 4472.852051
	Iteration 108Q: 3 clusters Score -966782.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -966785.687500 Penalty: 4472.852051
	Iteration 109Q: 3 clusters Score -966785.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -966790.562500 Penalty: 4472.852051
	Iteration 110Q: 3 clusters Score -966790.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -966796.625000 Penalty: 4472.852051
	Iteration 111Q: 3 clusters Score -966796.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -966807.000000 Penalty: 4472.852051
	Iteration 112Q: 3 clusters Score -966807 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -966814.687500 Penalty: 4472.852051
	Iteration 113Q: 3 clusters Score -966814.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -966817.750000 Penalty: 4472.852051
	Iteration 114Q: 3 clusters Score -966817.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -966823.375000 Penalty: 4472.852051
	Iteration 115Q: 3 clusters Score -966823.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -966825.750000 Penalty: 4472.852051
	Iteration 116Q: 3 clusters Score -966825.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -966830.312500 Penalty: 4472.852051
	Iteration 117Q: 3 clusters Score -966830.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -966830.375000 Penalty: 4472.852051
	Iteration 118Q: 3 clusters Score -966830.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -966831.062500 Penalty: 4472.852051
	Iteration 119Q: 3 clusters Score -966831.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -966832.250000 Penalty: 4472.852051
	Iteration 120F: 3 clusters Score -966832.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -966831.375000 Penalty: 4472.852051
	Iteration 121Q: 3 clusters Score -966831.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -966833.562500 Penalty: 4472.852051
	Iteration 122Q: 3 clusters Score -966833.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -966833.437500 Penalty: 4472.852051
	Iteration 123Q: 3 clusters Score -966833.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -966834.875000 Penalty: 4472.852051
	Iteration 124Q: 3 clusters Score -966834.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -966835.312500 Penalty: 4472.852051
	Iteration 125Q: 3 clusters Score -966835.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -966837.625000 Penalty: 4472.852051
	Iteration 126Q: 3 clusters Score -966837.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -966838.812500 Penalty: 4472.852051
	Iteration 127Q: 3 clusters Score -966838.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -966840.187500 Penalty: 4472.852051
	Iteration 128Q: 3 clusters Score -966840.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -966838.937500 Penalty: 4472.852051
	Iteration 129Q: 3 clusters Score -966838.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -966838.937500 Penalty: 4472.852051
	Iteration 130F: 3 clusters Score -966838.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Entering Unmasked Estep 
Score: -97395.835938 Penalty: 1688.367798
	Iteration 0F: 2 clusters Score -97395.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -95579.250000 Penalty: 3376.735596
	Iteration 0F: 3 clusters Score -95579.25 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -96146.843750 Penalty: 3376.735596
	Iteration 1F: 3 clusters Score -96146.84 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -96633.554688 Penalty: 3376.735596
	Iteration 2F: 3 clusters Score -96633.55 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -96837.414062 Penalty: 3376.735596
	Iteration 3F: 3 clusters Score -96837.41 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -97005.132812 Penalty: 3376.735596
	Iteration 4F: 3 clusters Score -97005.13 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -97236.375000 Penalty: 3376.735596
	Iteration 5Q: 3 clusters Score -97236.38 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -97396.843750 Penalty: 3376.735596
	Iteration 6Q: 3 clusters Score -97396.84 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -97504.960938 Penalty: 3376.735596
	Iteration 7Q: 3 clusters Score -97504.96 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -97643.789062 Penalty: 3376.735596
	Iteration 8Q: 3 clusters Score -97643.79 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -97794.382812 Penalty: 3376.735596
	Iteration 9Q: 3 clusters Score -97794.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -97869.296875 Penalty: 3376.735596
	Iteration 10Q: 3 clusters Score -97869.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -97899.937500 Penalty: 3376.735596
	Iteration 11Q: 3 clusters Score -97899.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -97904.593750 Penalty: 3376.735596
	Iteration 12Q: 3 clusters Score -97904.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -97917.468750 Penalty: 3376.735596
	Iteration 13Q: 3 clusters Score -97917.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -97924.398438 Penalty: 3376.735596
	Iteration 14Q: 3 clusters Score -97924.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -97932.250000 Penalty: 3376.735596
	Iteration 15Q: 3 clusters Score -97932.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -97934.429688 Penalty: 3376.735596
	Iteration 16F: 3 clusters Score -97934.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -97941.859375 Penalty: 3376.735596
	Iteration 17Q: 3 clusters Score -97941.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -97944.046875 Penalty: 3376.735596
	Iteration 18Q: 3 clusters Score -97944.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -97946.523438 Penalty: 3376.735596
	Iteration 19Q: 3 clusters Score -97946.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -97955.882812 Penalty: 3376.735596
	Iteration 20F: 3 clusters Score -97955.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -97962.390625 Penalty: 3376.735596
	Iteration 21Q: 3 clusters Score -97962.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -97967.609375 Penalty: 3376.735596
	Iteration 22Q: 3 clusters Score -97967.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -97972.445312 Penalty: 3376.735596
	Iteration 23Q: 3 clusters Score -97972.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -97978.234375 Penalty: 3376.735596
	Iteration 24Q: 3 clusters Score -97978.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -97979.656250 Penalty: 3376.735596
	Iteration 25Q: 3 clusters Score -97979.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -97979.656250 Penalty: 3376.735596
	Iteration 26F: 3 clusters Score -97979.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 13796 members 
Mstep: Class 3 contains 13793 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 42448 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 4505 members 
Mstep: Class 8 contains 196138 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 10 contains 28483 members 
Mstep: Class 11 contains 17082 members 
Mstep: Class 12 contains 16728 members 
Mstep: Class 13 contains 56086 members 
Mstep: Class 14 contains 155796 members 
Mstep: Class 15 contains 29968 members 
Mstep: Class 16 contains 11572 members 
Mstep: Class 17 contains 10081 members 
Mstep: Class 18 contains 9045 members 
Mstep: Class 19 contains 14809 members 
Mstep: Class 20 contains 12287 members 
Mstep: Class 21 contains 171324 members 
Mstep: Class 22 contains 30145 members 
Mstep: Class 23 contains 24850 members 
Mstep: Class 24 contains 82265 members 
Mstep: Class 25 contains 24844 members 
Mstep: Class 26 contains 13561 members 
Mstep: Class 27 contains 332559 members 
Mstep: Class 28 contains 203916 members 
Mstep: Class 29 contains 1020 members 
Mstep: Class 30 contains 10079 members 
Mstep: Class 31 contains 8995 members 
Mstep: Class 32 contains 83365 members 
Mstep: Class 33 contains 971 members 
Mstep: Class 34 contains 221850 members 
Mstep: Class 35 contains 91336 members 
Mstep: Class 36 contains 21208 members 
Mstep: Class 37 contains 8249 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 317 members 
Entering Unmasked Estep 
Score: -235492512.000000 Penalty: 140280.062500
Splitting cluster 38 changes total score from -235493488.000000 to -235492512.000000
So it's not getting split.
--- Evaluating fit on full set of 5970496 points ---
Entering Unmasked Estep 
Score: -733912448.000000 Penalty: 147036.453125
22->39 Clusters: Score -733912448.000000, best is -733954368.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 1990165 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90921 members 
Mstep: Class 2 contains 90326 members 
Mstep: Class 3 contains 90304 members 
Mstep: Class 4 contains 90627 members 
Mstep: Class 5 contains 90459 members 
Mstep: Class 6 contains 90852 members 
Mstep: Class 7 contains 90304 members 
Mstep: Class 8 contains 90446 members 
Mstep: Class 9 contains 89808 members 
Mstep: Class 10 contains 90359 members 
Mstep: Class 11 contains 90818 members 
Mstep: Class 12 contains 90605 members 
Mstep: Class 13 contains 90681 members 
Mstep: Class 14 contains 90389 members 
Mstep: Class 15 contains 90822 members 
Mstep: Class 16 contains 90122 members 
Mstep: Class 17 contains 90492 members 
Mstep: Class 18 contains 90018 members 
Mstep: Class 19 contains 90182 members 
Mstep: Class 20 contains 90717 members 
Mstep: Class 21 contains 90322 members 
Mstep: Class 22 contains 90591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 330.962158 but Gain 3596.921875
Score: -224005216.000000 Penalty: 75535.414062
Iteration 0F: 22 clusters Score -2.240052e+08 nChanged 1894184
Entering Unmasked Mstep 
Mstep: Class 0 contains 2692 members 
Mstep: Class 1 contains 40345 members 
Mstep: Class 2 contains 144576 members 
Mstep: Class 3 contains 40165 members 
Mstep: Class 4 contains 262890 members 
Mstep: Class 5 contains 201377 members 
Mstep: Class 6 contains 16245 members 
Mstep: Class 7 contains 45049 members 
Mstep: Class 8 contains 61854 members 
Mstep: Class 9 contains 180784 members 
Mstep: Class 10 contains 249877 members 
Mstep: Class 11 contains 63259 members 
Mstep: Class 12 contains 28922 members 
Mstep: Class 13 contains 35223 members 
Mstep: Class 15 contains 34048 members 
Mstep: Class 16 contains 26669 members 
Mstep: Class 17 contains 27896 members 
Mstep: Class 18 contains 156692 members 
Mstep: Class 19 contains 31949 members 
Mstep: Class 20 contains 153872 members 
Mstep: Class 21 contains 127854 members 
Mstep: Class 22 contains 57927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -230701840.000000 Penalty: 75535.414062
Iteration 1F: 22 clusters Score -2.307018e+08 nChanged 746454
Entering Unmasked Mstep 
Mstep: Class 0 contains 2428 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 169819 members 
Mstep: Class 3 contains 24177 members 
Mstep: Class 4 contains 289333 members 
Mstep: Class 5 contains 252507 members 
Mstep: Class 6 contains 10236 members 
Mstep: Class 7 contains 48855 members 
Mstep: Class 8 contains 52106 members 
Mstep: Class 9 contains 154898 members 
Mstep: Class 10 contains 290072 members 
Mstep: Class 11 contains 63324 members 
Mstep: Class 12 contains 25228 members 
Mstep: Class 13 contains 23245 members 
Mstep: Class 15 contains 20448 members 
Mstep: Class 16 contains 33254 members 
Mstep: Class 17 contains 20965 members 
Mstep: Class 18 contains 193197 members 
Mstep: Class 19 contains 18767 members 
Mstep: Class 20 contains 114267 members 
Mstep: Class 21 contains 106648 members 
Mstep: Class 22 contains 47213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -232142384.000000 Penalty: 75535.414062
Iteration 2F: 22 clusters Score -2.321424e+08 nChanged 539119
Entering Unmasked Mstep 
Mstep: Class 0 contains 2356 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 160821 members 
Mstep: Class 3 contains 15355 members 
Mstep: Class 4 contains 308545 members 
Mstep: Class 5 contains 249600 members 
Mstep: Class 6 contains 7102 members 
Mstep: Class 7 contains 67719 members 
Mstep: Class 8 contains 53400 members 
Mstep: Class 9 contains 136781 members 
Mstep: Class 10 contains 326977 members 
Mstep: Class 11 contains 71358 members 
Mstep: Class 12 contains 27403 members 
Mstep: Class 13 contains 13916 members 
Mstep: Class 15 contains 16151 members 
Mstep: Class 16 contains 45620 members 
Mstep: Class 17 contains 21717 members 
Mstep: Class 18 contains 190605 members 
Mstep: Class 19 contains 11605 members 
Mstep: Class 20 contains 91131 members 
Mstep: Class 21 contains 106455 members 
Mstep: Class 22 contains 38894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233007088.000000 Penalty: 75535.414062
Iteration 3F: 22 clusters Score -2.330071e+08 nChanged 403908
Entering Unmasked Mstep 
Mstep: Class 0 contains 2092 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 140064 members 
Mstep: Class 3 contains 13681 members 
Mstep: Class 4 contains 334114 members 
Mstep: Class 5 contains 237444 members 
Mstep: Class 6 contains 5483 members 
Mstep: Class 7 contains 93022 members 
Mstep: Class 8 contains 56179 members 
Mstep: Class 9 contains 129883 members 
Mstep: Class 10 contains 338651 members 
Mstep: Class 11 contains 73100 members 
Mstep: Class 12 contains 31192 members 
Mstep: Class 13 contains 10815 members 
Mstep: Class 15 contains 13596 members 
Mstep: Class 16 contains 53787 members 
Mstep: Class 17 contains 26230 members 
Mstep: Class 18 contains 163713 members 
Mstep: Class 19 contains 9015 members 
Mstep: Class 20 contains 79002 members 
Mstep: Class 21 contains 121608 members 
Mstep: Class 22 contains 32170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233585072.000000 Penalty: 75535.414062
Iteration 4F: 22 clusters Score -2.335851e+08 nChanged 316310
Entering Unmasked Mstep 
Mstep: Class 0 contains 1783 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 122266 members 
Mstep: Class 3 contains 14943 members 
Mstep: Class 4 contains 363464 members 
Mstep: Class 5 contains 216444 members 
Mstep: Class 6 contains 3718 members 
Mstep: Class 7 contains 119791 members 
Mstep: Class 8 contains 60212 members 
Mstep: Class 9 contains 127150 members 
Mstep: Class 10 contains 336129 members 
Mstep: Class 11 contains 68409 members 
Mstep: Class 12 contains 33564 members 
Mstep: Class 13 contains 10034 members 
Mstep: Class 15 contains 11695 members 
Mstep: Class 16 contains 58821 members 
Mstep: Class 17 contains 32200 members 
Mstep: Class 18 contains 136634 members 
Mstep: Class 19 contains 8383 members 
Mstep: Class 20 contains 69202 members 
Mstep: Class 21 contains 146898 members 
Mstep: Class 22 contains 24878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233983232.000000 Penalty: 75535.414062
Iteration 5F: 22 clusters Score -2.339832e+08 nChanged 256366
Entering Unmasked Mstep 
Mstep: Class 0 contains 1020 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 112847 members 
Mstep: Class 3 contains 15775 members 
Mstep: Class 4 contains 382893 members 
Mstep: Class 5 contains 191238 members 
Mstep: Class 6 contains 3391 members 
Mstep: Class 7 contains 142275 members 
Mstep: Class 8 contains 63689 members 
Mstep: Class 9 contains 127852 members 
Mstep: Class 10 contains 326933 members 
Mstep: Class 11 contains 63793 members 
Mstep: Class 12 contains 34072 members 
Mstep: Class 13 contains 9253 members 
Mstep: Class 15 contains 10325 members 
Mstep: Class 16 contains 62729 members 
Mstep: Class 17 contains 38255 members 
Mstep: Class 18 contains 115401 members 
Mstep: Class 19 contains 8846 members 
Mstep: Class 20 contains 59552 members 
Mstep: Class 21 contains 177940 members 
Mstep: Class 22 contains 18786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234302816.000000 Penalty: 75535.414062
Iteration 6F: 22 clusters Score -2.343028e+08 nChanged 208818
Entering Unmasked Mstep 
Mstep: Class 0 contains 327 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 109792 members 
Mstep: Class 3 contains 16258 members 
Mstep: Class 4 contains 384426 members 
Mstep: Class 5 contains 170523 members 
Mstep: Class 6 contains 3181 members 
Mstep: Class 7 contains 159188 members 
Mstep: Class 8 contains 67064 members 
Mstep: Class 9 contains 129877 members 
Mstep: Class 10 contains 314624 members 
Mstep: Class 11 contains 60699 members 
Mstep: Class 12 contains 33185 members 
Mstep: Class 13 contains 8348 members 
Mstep: Class 15 contains 9338 members 
Mstep: Class 16 contains 65760 members 
Mstep: Class 17 contains 43360 members 
Mstep: Class 18 contains 100406 members 
Mstep: Class 19 contains 9716 members 
Mstep: Class 20 contains 50819 members 
Mstep: Class 21 contains 213365 members 
Mstep: Class 22 contains 14906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234531376.000000 Penalty: 75535.414062
Iteration 7F: 22 clusters Score -2.345314e+08 nChanged 173886
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 111626 members 
Mstep: Class 3 contains 16609 members 
Mstep: Class 4 contains 370276 members 
Mstep: Class 5 contains 154588 members 
Mstep: Class 6 contains 2936 members 
Mstep: Class 7 contains 171149 members 
Mstep: Class 8 contains 69997 members 
Mstep: Class 9 contains 130360 members 
Mstep: Class 10 contains 300182 members 
Mstep: Class 11 contains 58572 members 
Mstep: Class 12 contains 31374 members 
Mstep: Class 13 contains 9887 members 
Mstep: Class 15 contains 8730 members 
Mstep: Class 16 contains 66761 members 
Mstep: Class 17 contains 46345 members 
Mstep: Class 18 contains 92167 members 
Mstep: Class 19 contains 10708 members 
Mstep: Class 20 contains 43316 members 
Mstep: Class 21 contains 253230 members 
Mstep: Class 22 contains 13197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234683632.000000 Penalty: 75535.414062
Iteration 8F: 22 clusters Score -2.346836e+08 nChanged 150012
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 31536 members 
Mstep: Class 2 contains 115203 members 
Mstep: Class 3 contains 17114 members 
Mstep: Class 4 contains 346547 members 
Mstep: Class 5 contains 141104 members 
Mstep: Class 6 contains 2824 members 
Mstep: Class 7 contains 180534 members 
Mstep: Class 8 contains 72470 members 
Mstep: Class 9 contains 129499 members 
Mstep: Class 10 contains 285778 members 
Mstep: Class 11 contains 57765 members 
Mstep: Class 12 contains 29532 members 
Mstep: Class 13 contains 11330 members 
Mstep: Class 15 contains 8403 members 
Mstep: Class 16 contains 66508 members 
Mstep: Class 17 contains 47679 members 
Mstep: Class 18 contains 88976 members 
Mstep: Class 19 contains 11567 members 
Mstep: Class 20 contains 36835 members 
Mstep: Class 21 contains 295530 members 
Mstep: Class 22 contains 13348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234784848.000000 Penalty: 75535.414062
Iteration 9F: 22 clusters Score -2.347848e+08 nChanged 128093
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 118939 members 
Mstep: Class 3 contains 17679 members 
Mstep: Class 4 contains 320781 members 
Mstep: Class 5 contains 130160 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 188923 members 
Mstep: Class 8 contains 74435 members 
Mstep: Class 9 contains 127669 members 
Mstep: Class 10 contains 272915 members 
Mstep: Class 11 contains 57904 members 
Mstep: Class 12 contains 28014 members 
Mstep: Class 13 contains 12301 members 
Mstep: Class 15 contains 8264 members 
Mstep: Class 16 contains 65847 members 
Mstep: Class 17 contains 48000 members 
Mstep: Class 18 contains 88141 members 
Mstep: Class 19 contains 12179 members 
Mstep: Class 20 contains 31421 members 
Mstep: Class 21 contains 334103 members 
Mstep: Class 22 contains 15003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234852640.000000 Penalty: 75535.414062
Iteration 10F: 22 clusters Score -2.348526e+08 nChanged 107611
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 37359 members 
Mstep: Class 2 contains 122193 members 
Mstep: Class 3 contains 18228 members 
Mstep: Class 4 contains 296079 members 
Mstep: Class 5 contains 121872 members 
Mstep: Class 6 contains 2783 members 
Mstep: Class 7 contains 197337 members 
Mstep: Class 8 contains 75945 members 
Mstep: Class 9 contains 125728 members 
Mstep: Class 10 contains 261853 members 
Mstep: Class 11 contains 58264 members 
Mstep: Class 12 contains 26735 members 
Mstep: Class 13 contains 13181 members 
Mstep: Class 15 contains 8194 members 
Mstep: Class 16 contains 64981 members 
Mstep: Class 17 contains 48150 members 
Mstep: Class 18 contains 88034 members 
Mstep: Class 19 contains 12539 members 
Mstep: Class 20 contains 26797 members 
Mstep: Class 21 contains 366303 members 
Mstep: Class 22 contains 17529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234894176.000000 Penalty: 75535.414062
Iteration 11F: 22 clusters Score -2.348942e+08 nChanged 90652
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 39656 members 
Mstep: Class 2 contains 124856 members 
Mstep: Class 3 contains 18645 members 
Mstep: Class 4 contains 274485 members 
Mstep: Class 5 contains 116073 members 
Mstep: Class 6 contains 2780 members 
Mstep: Class 7 contains 206236 members 
Mstep: Class 8 contains 77090 members 
Mstep: Class 9 contains 124043 members 
Mstep: Class 10 contains 252655 members 
Mstep: Class 11 contains 58172 members 
Mstep: Class 12 contains 25661 members 
Mstep: Class 13 contains 14223 members 
Mstep: Class 15 contains 8160 members 
Mstep: Class 16 contains 64345 members 
Mstep: Class 17 contains 48590 members 
Mstep: Class 18 contains 88059 members 
Mstep: Class 19 contains 12783 members 
Mstep: Class 20 contains 22620 members 
Mstep: Class 21 contains 390299 members 
Mstep: Class 22 contains 20653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234921616.000000 Penalty: 75535.414062
Iteration 12Q: 22 clusters Score -2.349216e+08 nChanged 75519
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 41681 members 
Mstep: Class 2 contains 127231 members 
Mstep: Class 3 contains 18958 members 
Mstep: Class 4 contains 259087 members 
Mstep: Class 5 contains 111002 members 
Mstep: Class 6 contains 2775 members 
Mstep: Class 7 contains 214535 members 
Mstep: Class 8 contains 77917 members 
Mstep: Class 9 contains 122741 members 
Mstep: Class 10 contains 244854 members 
Mstep: Class 11 contains 57799 members 
Mstep: Class 12 contains 24744 members 
Mstep: Class 13 contains 15344 members 
Mstep: Class 15 contains 8139 members 
Mstep: Class 16 contains 63465 members 
Mstep: Class 17 contains 49480 members 
Mstep: Class 18 contains 88102 members 
Mstep: Class 19 contains 12902 members 
Mstep: Class 20 contains 19060 members 
Mstep: Class 21 contains 406318 members 
Mstep: Class 22 contains 23950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234943872.000000 Penalty: 75535.414062
Iteration 13Q: 22 clusters Score -2.349439e+08 nChanged 62279
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 43339 members 
Mstep: Class 2 contains 129546 members 
Mstep: Class 3 contains 19173 members 
Mstep: Class 4 contains 248630 members 
Mstep: Class 5 contains 106206 members 
Mstep: Class 6 contains 2775 members 
Mstep: Class 7 contains 221869 members 
Mstep: Class 8 contains 78522 members 
Mstep: Class 9 contains 121636 members 
Mstep: Class 10 contains 238343 members 
Mstep: Class 11 contains 57294 members 
Mstep: Class 12 contains 23861 members 
Mstep: Class 13 contains 16500 members 
Mstep: Class 15 contains 8146 members 
Mstep: Class 16 contains 62521 members 
Mstep: Class 17 contains 50695 members 
Mstep: Class 18 contains 87967 members 
Mstep: Class 19 contains 12952 members 
Mstep: Class 20 contains 16189 members 
Mstep: Class 21 contains 416566 members 
Mstep: Class 22 contains 27354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234960064.000000 Penalty: 75535.414062
Iteration 14Q: 22 clusters Score -2.349601e+08 nChanged 52252
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 44778 members 
Mstep: Class 2 contains 131817 members 
Mstep: Class 3 contains 19295 members 
Mstep: Class 4 contains 241628 members 
Mstep: Class 5 contains 101552 members 
Mstep: Class 6 contains 2775 members 
Mstep: Class 7 contains 228541 members 
Mstep: Class 8 contains 78834 members 
Mstep: Class 9 contains 120453 members 
Mstep: Class 10 contains 232591 members 
Mstep: Class 11 contains 56545 members 
Mstep: Class 12 contains 23133 members 
Mstep: Class 13 contains 17605 members 
Mstep: Class 15 contains 8144 members 
Mstep: Class 16 contains 61762 members 
Mstep: Class 17 contains 52111 members 
Mstep: Class 18 contains 87650 members 
Mstep: Class 19 contains 12909 members 
Mstep: Class 20 contains 14186 members 
Mstep: Class 21 contains 423130 members 
Mstep: Class 22 contains 30645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234972944.000000 Penalty: 75535.414062
Iteration 15Q: 22 clusters Score -2.349729e+08 nChanged 44552
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 46003 members 
Mstep: Class 2 contains 133945 members 
Mstep: Class 3 contains 19346 members 
Mstep: Class 4 contains 236923 members 
Mstep: Class 5 contains 97025 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 234460 members 
Mstep: Class 8 contains 78869 members 
Mstep: Class 9 contains 119431 members 
Mstep: Class 10 contains 227713 members 
Mstep: Class 11 contains 55704 members 
Mstep: Class 12 contains 22582 members 
Mstep: Class 13 contains 18655 members 
Mstep: Class 15 contains 8161 members 
Mstep: Class 16 contains 61080 members 
Mstep: Class 17 contains 53664 members 
Mstep: Class 18 contains 87137 members 
Mstep: Class 19 contains 12905 members 
Mstep: Class 20 contains 12869 members 
Mstep: Class 21 contains 427212 members 
Mstep: Class 22 contains 33626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234984320.000000 Penalty: 75535.414062
Iteration 16Q: 22 clusters Score -2.349843e+08 nChanged 38320
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 47023 members 
Mstep: Class 2 contains 136078 members 
Mstep: Class 3 contains 19371 members 
Mstep: Class 4 contains 233599 members 
Mstep: Class 5 contains 92904 members 
Mstep: Class 6 contains 2773 members 
Mstep: Class 7 contains 239543 members 
Mstep: Class 8 contains 78738 members 
Mstep: Class 9 contains 118480 members 
Mstep: Class 10 contains 223502 members 
Mstep: Class 11 contains 54883 members 
Mstep: Class 12 contains 22149 members 
Mstep: Class 13 contains 19621 members 
Mstep: Class 15 contains 8184 members 
Mstep: Class 16 contains 60624 members 
Mstep: Class 17 contains 55266 members 
Mstep: Class 18 contains 86397 members 
Mstep: Class 19 contains 12909 members 
Mstep: Class 20 contains 12094 members 
Mstep: Class 21 contains 429682 members 
Mstep: Class 22 contains 36264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234995648.000000 Penalty: 75535.414062
Iteration 17Q: 22 clusters Score -2.349956e+08 nChanged 34051
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 47836 members 
Mstep: Class 2 contains 138186 members 
Mstep: Class 3 contains 19409 members 
Mstep: Class 4 contains 231279 members 
Mstep: Class 5 contains 89159 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 243904 members 
Mstep: Class 8 contains 78409 members 
Mstep: Class 9 contains 117716 members 
Mstep: Class 10 contains 219883 members 
Mstep: Class 11 contains 54081 members 
Mstep: Class 12 contains 21799 members 
Mstep: Class 13 contains 20454 members 
Mstep: Class 15 contains 8200 members 
Mstep: Class 16 contains 60339 members 
Mstep: Class 17 contains 56851 members 
Mstep: Class 18 contains 85515 members 
Mstep: Class 19 contains 12925 members 
Mstep: Class 20 contains 11677 members 
Mstep: Class 21 contains 431148 members 
Mstep: Class 22 contains 38540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235004096.000000 Penalty: 75535.414062
Iteration 18Q: 22 clusters Score -2.350041e+08 nChanged 30577
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 48585 members 
Mstep: Class 2 contains 140318 members 
Mstep: Class 3 contains 19401 members 
Mstep: Class 4 contains 229608 members 
Mstep: Class 5 contains 85738 members 
Mstep: Class 6 contains 2775 members 
Mstep: Class 7 contains 247643 members 
Mstep: Class 8 contains 77820 members 
Mstep: Class 9 contains 117089 members 
Mstep: Class 10 contains 216844 members 
Mstep: Class 11 contains 53390 members 
Mstep: Class 12 contains 21478 members 
Mstep: Class 13 contains 21227 members 
Mstep: Class 15 contains 8194 members 
Mstep: Class 16 contains 60165 members 
Mstep: Class 17 contains 58495 members 
Mstep: Class 18 contains 84415 members 
Mstep: Class 19 contains 13002 members 
Mstep: Class 20 contains 11388 members 
Mstep: Class 21 contains 432021 members 
Mstep: Class 22 contains 40488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235011152.000000 Penalty: 75535.414062
Iteration 19Q: 22 clusters Score -2.350112e+08 nChanged 27726
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 49275 members 
Mstep: Class 2 contains 142400 members 
Mstep: Class 3 contains 19343 members 
Mstep: Class 4 contains 228595 members 
Mstep: Class 5 contains 82507 members 
Mstep: Class 6 contains 2778 members 
Mstep: Class 7 contains 250969 members 
Mstep: Class 8 contains 77062 members 
Mstep: Class 9 contains 116464 members 
Mstep: Class 10 contains 214520 members 
Mstep: Class 11 contains 52679 members 
Mstep: Class 12 contains 21225 members 
Mstep: Class 13 contains 21934 members 
Mstep: Class 15 contains 8219 members 
Mstep: Class 16 contains 60004 members 
Mstep: Class 17 contains 60215 members 
Mstep: Class 18 contains 83043 members 
Mstep: Class 19 contains 13097 members 
Mstep: Class 20 contains 11182 members 
Mstep: Class 21 contains 432484 members 
Mstep: Class 22 contains 42089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235018528.000000 Penalty: 75535.414062
Iteration 20F: 22 clusters Score -2.350185e+08 nChanged 25685
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 49896 members 
Mstep: Class 2 contains 144257 members 
Mstep: Class 3 contains 19289 members 
Mstep: Class 4 contains 227979 members 
Mstep: Class 5 contains 79549 members 
Mstep: Class 6 contains 2779 members 
Mstep: Class 7 contains 253906 members 
Mstep: Class 8 contains 76125 members 
Mstep: Class 9 contains 115859 members 
Mstep: Class 10 contains 212522 members 
Mstep: Class 11 contains 52004 members 
Mstep: Class 12 contains 21074 members 
Mstep: Class 13 contains 22483 members 
Mstep: Class 15 contains 8244 members 
Mstep: Class 16 contains 59940 members 
Mstep: Class 17 contains 61932 members 
Mstep: Class 18 contains 81447 members 
Mstep: Class 19 contains 13234 members 
Mstep: Class 20 contains 11058 members 
Mstep: Class 21 contains 432697 members 
Mstep: Class 22 contains 43810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235026992.000000 Penalty: 75535.414062
Iteration 21Q: 22 clusters Score -2.35027e+08 nChanged 24212
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 50448 members 
Mstep: Class 2 contains 146047 members 
Mstep: Class 3 contains 19277 members 
Mstep: Class 4 contains 227790 members 
Mstep: Class 5 contains 76864 members 
Mstep: Class 6 contains 2779 members 
Mstep: Class 7 contains 256443 members 
Mstep: Class 8 contains 74970 members 
Mstep: Class 9 contains 115253 members 
Mstep: Class 10 contains 211079 members 
Mstep: Class 11 contains 51344 members 
Mstep: Class 12 contains 20819 members 
Mstep: Class 13 contains 23044 members 
Mstep: Class 15 contains 8275 members 
Mstep: Class 16 contains 59924 members 
Mstep: Class 17 contains 63643 members 
Mstep: Class 18 contains 79699 members 
Mstep: Class 19 contains 13364 members 
Mstep: Class 20 contains 10960 members 
Mstep: Class 21 contains 432727 members 
Mstep: Class 22 contains 45335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235033712.000000 Penalty: 75535.414062
Iteration 22Q: 22 clusters Score -2.350337e+08 nChanged 22991
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 50970 members 
Mstep: Class 2 contains 147664 members 
Mstep: Class 3 contains 19262 members 
Mstep: Class 4 contains 227757 members 
Mstep: Class 5 contains 74288 members 
Mstep: Class 6 contains 2779 members 
Mstep: Class 7 contains 258751 members 
Mstep: Class 8 contains 73639 members 
Mstep: Class 9 contains 114752 members 
Mstep: Class 10 contains 210197 members 
Mstep: Class 11 contains 50790 members 
Mstep: Class 12 contains 20622 members 
Mstep: Class 13 contains 23526 members 
Mstep: Class 15 contains 8308 members 
Mstep: Class 16 contains 59945 members 
Mstep: Class 17 contains 65378 members 
Mstep: Class 18 contains 77722 members 
Mstep: Class 19 contains 13495 members 
Mstep: Class 20 contains 10911 members 
Mstep: Class 21 contains 432652 members 
Mstep: Class 22 contains 46676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235038960.000000 Penalty: 75535.414062
Iteration 23Q: 22 clusters Score -2.35039e+08 nChanged 21810
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 51511 members 
Mstep: Class 2 contains 149144 members 
Mstep: Class 3 contains 19208 members 
Mstep: Class 4 contains 228075 members 
Mstep: Class 5 contains 71870 members 
Mstep: Class 6 contains 2781 members 
Mstep: Class 7 contains 260826 members 
Mstep: Class 8 contains 72099 members 
Mstep: Class 9 contains 114394 members 
Mstep: Class 10 contains 209768 members 
Mstep: Class 11 contains 50264 members 
Mstep: Class 12 contains 20453 members 
Mstep: Class 13 contains 23926 members 
Mstep: Class 15 contains 8332 members 
Mstep: Class 16 contains 59974 members 
Mstep: Class 17 contains 67100 members 
Mstep: Class 18 contains 75546 members 
Mstep: Class 19 contains 13568 members 
Mstep: Class 20 contains 10867 members 
Mstep: Class 21 contains 432497 members 
Mstep: Class 22 contains 47881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235045040.000000 Penalty: 75535.414062
Iteration 24Q: 22 clusters Score -2.35045e+08 nChanged 20874
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 52004 members 
Mstep: Class 2 contains 150547 members 
Mstep: Class 3 contains 19168 members 
Mstep: Class 4 contains 228269 members 
Mstep: Class 5 contains 69588 members 
Mstep: Class 6 contains 2781 members 
Mstep: Class 7 contains 262693 members 
Mstep: Class 8 contains 70546 members 
Mstep: Class 9 contains 114120 members 
Mstep: Class 10 contains 209767 members 
Mstep: Class 11 contains 49834 members 
Mstep: Class 12 contains 20326 members 
Mstep: Class 13 contains 24252 members 
Mstep: Class 15 contains 8358 members 
Mstep: Class 16 contains 60084 members 
Mstep: Class 17 contains 68796 members 
Mstep: Class 18 contains 73176 members 
Mstep: Class 19 contains 13660 members 
Mstep: Class 20 contains 10822 members 
Mstep: Class 21 contains 432354 members 
Mstep: Class 22 contains 48939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235050592.000000 Penalty: 75535.414062
Iteration 25Q: 22 clusters Score -2.350506e+08 nChanged 19981
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 52508 members 
Mstep: Class 2 contains 151898 members 
Mstep: Class 3 contains 19141 members 
Mstep: Class 4 contains 228541 members 
Mstep: Class 5 contains 67489 members 
Mstep: Class 6 contains 2782 members 
Mstep: Class 7 contains 264324 members 
Mstep: Class 8 contains 68831 members 
Mstep: Class 9 contains 114047 members 
Mstep: Class 10 contains 210028 members 
Mstep: Class 11 contains 49417 members 
Mstep: Class 12 contains 20232 members 
Mstep: Class 13 contains 24522 members 
Mstep: Class 15 contains 8371 members 
Mstep: Class 16 contains 60240 members 
Mstep: Class 17 contains 70454 members 
Mstep: Class 18 contains 70657 members 
Mstep: Class 19 contains 13756 members 
Mstep: Class 20 contains 10798 members 
Mstep: Class 21 contains 432190 members 
Mstep: Class 22 contains 49858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235056064.000000 Penalty: 75535.414062
Iteration 26Q: 22 clusters Score -2.350561e+08 nChanged 19474
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 52982 members 
Mstep: Class 2 contains 153162 members 
Mstep: Class 3 contains 19132 members 
Mstep: Class 4 contains 228993 members 
Mstep: Class 5 contains 65467 members 
Mstep: Class 6 contains 2782 members 
Mstep: Class 7 contains 265930 members 
Mstep: Class 8 contains 66874 members 
Mstep: Class 9 contains 114040 members 
Mstep: Class 10 contains 210510 members 
Mstep: Class 11 contains 49014 members 
Mstep: Class 12 contains 20133 members 
Mstep: Class 13 contains 24782 members 
Mstep: Class 15 contains 8370 members 
Mstep: Class 16 contains 60350 members 
Mstep: Class 17 contains 72163 members 
Mstep: Class 18 contains 68020 members 
Mstep: Class 19 contains 13831 members 
Mstep: Class 20 contains 10790 members 
Mstep: Class 21 contains 432105 members 
Mstep: Class 22 contains 50654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235060160.000000 Penalty: 75535.414062
Iteration 27Q: 22 clusters Score -2.350602e+08 nChanged 19159
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 53424 members 
Mstep: Class 2 contains 154310 members 
Mstep: Class 3 contains 19099 members 
Mstep: Class 4 contains 229646 members 
Mstep: Class 5 contains 63428 members 
Mstep: Class 6 contains 2782 members 
Mstep: Class 7 contains 267450 members 
Mstep: Class 8 contains 64608 members 
Mstep: Class 9 contains 114136 members 
Mstep: Class 10 contains 211264 members 
Mstep: Class 11 contains 48622 members 
Mstep: Class 12 contains 20061 members 
Mstep: Class 13 contains 25037 members 
Mstep: Class 15 contains 8378 members 
Mstep: Class 16 contains 60518 members 
Mstep: Class 17 contains 73842 members 
Mstep: Class 18 contains 65319 members 
Mstep: Class 19 contains 13926 members 
Mstep: Class 20 contains 10782 members 
Mstep: Class 21 contains 432089 members 
Mstep: Class 22 contains 51363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235066144.000000 Penalty: 75535.414062
Iteration 28Q: 22 clusters Score -2.350661e+08 nChanged 19017
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 53831 members 
Mstep: Class 2 contains 155311 members 
Mstep: Class 3 contains 19072 members 
Mstep: Class 4 contains 230477 members 
Mstep: Class 5 contains 61448 members 
Mstep: Class 6 contains 2781 members 
Mstep: Class 7 contains 268950 members 
Mstep: Class 8 contains 62161 members 
Mstep: Class 9 contains 114297 members 
Mstep: Class 10 contains 212292 members 
Mstep: Class 11 contains 48174 members 
Mstep: Class 12 contains 19991 members 
Mstep: Class 13 contains 25241 members 
Mstep: Class 15 contains 8389 members 
Mstep: Class 16 contains 60695 members 
Mstep: Class 17 contains 75586 members 
Mstep: Class 18 contains 62563 members 
Mstep: Class 19 contains 14018 members 
Mstep: Class 20 contains 10756 members 
Mstep: Class 21 contains 432014 members 
Mstep: Class 22 contains 52037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235071712.000000 Penalty: 75535.414062
Iteration 29Q: 22 clusters Score -2.350717e+08 nChanged 19158
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 54209 members 
Mstep: Class 2 contains 156301 members 
Mstep: Class 3 contains 19030 members 
Mstep: Class 4 contains 231693 members 
Mstep: Class 5 contains 59534 members 
Mstep: Class 6 contains 2781 members 
Mstep: Class 7 contains 270319 members 
Mstep: Class 8 contains 59457 members 
Mstep: Class 9 contains 114542 members 
Mstep: Class 10 contains 213514 members 
Mstep: Class 11 contains 47681 members 
Mstep: Class 12 contains 19889 members 
Mstep: Class 13 contains 25401 members 
Mstep: Class 15 contains 8402 members 
Mstep: Class 16 contains 60942 members 
Mstep: Class 17 contains 77287 members 
Mstep: Class 18 contains 59721 members 
Mstep: Class 19 contains 14123 members 
Mstep: Class 20 contains 10742 members 
Mstep: Class 21 contains 431902 members 
Mstep: Class 22 contains 52614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235078048.000000 Penalty: 75535.414062
Iteration 30Q: 22 clusters Score -2.35078e+08 nChanged 19136
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 54542 members 
Mstep: Class 2 contains 157188 members 
Mstep: Class 3 contains 18963 members 
Mstep: Class 4 contains 233176 members 
Mstep: Class 5 contains 57619 members 
Mstep: Class 6 contains 2782 members 
Mstep: Class 7 contains 271639 members 
Mstep: Class 8 contains 56484 members 
Mstep: Class 9 contains 114850 members 
Mstep: Class 10 contains 214920 members 
Mstep: Class 11 contains 47174 members 
Mstep: Class 12 contains 19831 members 
Mstep: Class 13 contains 25529 members 
Mstep: Class 15 contains 8408 members 
Mstep: Class 16 contains 61209 members 
Mstep: Class 17 contains 79064 members 
Mstep: Class 18 contains 56798 members 
Mstep: Class 19 contains 14243 members 
Mstep: Class 20 contains 10745 members 
Mstep: Class 21 contains 431839 members 
Mstep: Class 22 contains 53081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235084896.000000 Penalty: 75535.414062
Iteration 31Q: 22 clusters Score -2.350849e+08 nChanged 19350
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 54850 members 
Mstep: Class 2 contains 158053 members 
Mstep: Class 3 contains 18882 members 
Mstep: Class 4 contains 234753 members 
Mstep: Class 5 contains 55683 members 
Mstep: Class 6 contains 2784 members 
Mstep: Class 7 contains 272951 members 
Mstep: Class 8 contains 53309 members 
Mstep: Class 9 contains 115273 members 
Mstep: Class 10 contains 216462 members 
Mstep: Class 11 contains 46674 members 
Mstep: Class 12 contains 19788 members 
Mstep: Class 13 contains 25620 members 
Mstep: Class 15 contains 8415 members 
Mstep: Class 16 contains 61418 members 
Mstep: Class 17 contains 80850 members 
Mstep: Class 18 contains 53838 members 
Mstep: Class 19 contains 14372 members 
Mstep: Class 20 contains 10745 members 
Mstep: Class 21 contains 431856 members 
Mstep: Class 22 contains 53508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235091104.000000 Penalty: 75535.414062
Iteration 32Q: 22 clusters Score -2.350911e+08 nChanged 19636
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 55168 members 
Mstep: Class 2 contains 158859 members 
Mstep: Class 3 contains 18790 members 
Mstep: Class 4 contains 236348 members 
Mstep: Class 5 contains 53745 members 
Mstep: Class 6 contains 2785 members 
Mstep: Class 7 contains 274159 members 
Mstep: Class 8 contains 49961 members 
Mstep: Class 9 contains 115819 members 
Mstep: Class 10 contains 218204 members 
Mstep: Class 11 contains 46196 members 
Mstep: Class 12 contains 19765 members 
Mstep: Class 13 contains 25663 members 
Mstep: Class 15 contains 8422 members 
Mstep: Class 16 contains 61641 members 
Mstep: Class 17 contains 82668 members 
Mstep: Class 18 contains 50693 members 
Mstep: Class 19 contains 14519 members 
Mstep: Class 20 contains 10771 members 
Mstep: Class 21 contains 432004 members 
Mstep: Class 22 contains 53904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235098656.000000 Penalty: 75535.414062
Iteration 33Q: 22 clusters Score -2.350987e+08 nChanged 19972
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 55469 members 
Mstep: Class 2 contains 159595 members 
Mstep: Class 3 contains 18701 members 
Mstep: Class 4 contains 238046 members 
Mstep: Class 5 contains 51838 members 
Mstep: Class 6 contains 2786 members 
Mstep: Class 7 contains 275381 members 
Mstep: Class 8 contains 46508 members 
Mstep: Class 9 contains 116459 members 
Mstep: Class 10 contains 220092 members 
Mstep: Class 11 contains 45746 members 
Mstep: Class 12 contains 19716 members 
Mstep: Class 13 contains 25619 members 
Mstep: Class 15 contains 8437 members 
Mstep: Class 16 contains 61858 members 
Mstep: Class 17 contains 84462 members 
Mstep: Class 18 contains 47459 members 
Mstep: Class 19 contains 14656 members 
Mstep: Class 20 contains 10783 members 
Mstep: Class 21 contains 432246 members 
Mstep: Class 22 contains 54227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235104912.000000 Penalty: 75535.414062
Iteration 34Q: 22 clusters Score -2.351049e+08 nChanged 19832
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 55746 members 
Mstep: Class 2 contains 160257 members 
Mstep: Class 3 contains 18643 members 
Mstep: Class 4 contains 239652 members 
Mstep: Class 5 contains 50025 members 
Mstep: Class 6 contains 2786 members 
Mstep: Class 7 contains 276607 members 
Mstep: Class 8 contains 43039 members 
Mstep: Class 9 contains 117175 members 
Mstep: Class 10 contains 222054 members 
Mstep: Class 11 contains 45335 members 
Mstep: Class 12 contains 19684 members 
Mstep: Class 13 contains 25523 members 
Mstep: Class 15 contains 8450 members 
Mstep: Class 16 contains 62107 members 
Mstep: Class 17 contains 86155 members 
Mstep: Class 18 contains 44182 members 
Mstep: Class 19 contains 14783 members 
Mstep: Class 20 contains 10816 members 
Mstep: Class 21 contains 432582 members 
Mstep: Class 22 contains 54483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235113536.000000 Penalty: 75535.414062
Iteration 35Q: 22 clusters Score -2.351135e+08 nChanged 19752
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 56018 members 
Mstep: Class 2 contains 160816 members 
Mstep: Class 3 contains 18545 members 
Mstep: Class 4 contains 241019 members 
Mstep: Class 5 contains 48291 members 
Mstep: Class 6 contains 2785 members 
Mstep: Class 7 contains 277729 members 
Mstep: Class 8 contains 39701 members 
Mstep: Class 9 contains 117992 members 
Mstep: Class 10 contains 224160 members 
Mstep: Class 11 contains 44950 members 
Mstep: Class 12 contains 19685 members 
Mstep: Class 13 contains 25396 members 
Mstep: Class 15 contains 8459 members 
Mstep: Class 16 contains 62339 members 
Mstep: Class 17 contains 87829 members 
Mstep: Class 18 contains 40814 members 
Mstep: Class 19 contains 14914 members 
Mstep: Class 20 contains 10850 members 
Mstep: Class 21 contains 433067 members 
Mstep: Class 22 contains 54725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235120512.000000 Penalty: 75535.414062
Iteration 36Q: 22 clusters Score -2.351205e+08 nChanged 19343
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 56298 members 
Mstep: Class 2 contains 161254 members 
Mstep: Class 3 contains 18449 members 
Mstep: Class 4 contains 241964 members 
Mstep: Class 5 contains 46663 members 
Mstep: Class 6 contains 2784 members 
Mstep: Class 7 contains 278748 members 
Mstep: Class 8 contains 36787 members 
Mstep: Class 9 contains 118975 members 
Mstep: Class 10 contains 226283 members 
Mstep: Class 11 contains 44560 members 
Mstep: Class 12 contains 19679 members 
Mstep: Class 13 contains 25240 members 
Mstep: Class 15 contains 8467 members 
Mstep: Class 16 contains 62597 members 
Mstep: Class 17 contains 89473 members 
Mstep: Class 18 contains 37435 members 
Mstep: Class 19 contains 15043 members 
Mstep: Class 20 contains 10879 members 
Mstep: Class 21 contains 433564 members 
Mstep: Class 22 contains 54942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235128304.000000 Penalty: 75535.414062
Iteration 37Q: 22 clusters Score -2.351283e+08 nChanged 18833
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 56529 members 
Mstep: Class 2 contains 161557 members 
Mstep: Class 3 contains 18375 members 
Mstep: Class 4 contains 242450 members 
Mstep: Class 5 contains 45024 members 
Mstep: Class 6 contains 2784 members 
Mstep: Class 7 contains 279852 members 
Mstep: Class 8 contains 34342 members 
Mstep: Class 9 contains 120061 members 
Mstep: Class 10 contains 228272 members 
Mstep: Class 11 contains 44196 members 
Mstep: Class 12 contains 19702 members 
Mstep: Class 13 contains 25068 members 
Mstep: Class 15 contains 8468 members 
Mstep: Class 16 contains 62877 members 
Mstep: Class 17 contains 91021 members 
Mstep: Class 18 contains 34056 members 
Mstep: Class 19 contains 15173 members 
Mstep: Class 20 contains 10914 members 
Mstep: Class 21 contains 434188 members 
Mstep: Class 22 contains 55175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235136752.000000 Penalty: 75535.414062
Iteration 38Q: 22 clusters Score -2.351368e+08 nChanged 18091
Entering ConstructFrom: 
Score: -235136752.000000 Penalty: 75535.414062
Entering ConstructFrom: 
Trying to split cluster 1 (56768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56768 members 
Entering Unmasked Estep 
Score: -6921045.000000 Penalty: 2714.788574
	Iteration 0F: 2 clusters Score -6921045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 28479 members 
Entering Unmasked Estep 
Score: -6883021.000000 Penalty: 5429.577148
	Iteration 0F: 3 clusters Score -6883021 nChanged 26348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -6897658.000000 Penalty: 5429.577148
	Iteration 1F: 3 clusters Score -6897658 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -6898219.000000 Penalty: 5429.577148
	Iteration 2Q: 3 clusters Score -6898219 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -6898764.500000 Penalty: 5429.577148
	Iteration 3Q: 3 clusters Score -6898764 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 31239 members 
Entering Unmasked Estep 
Score: -6899332.500000 Penalty: 5429.577148
	Iteration 4Q: 3 clusters Score -6899332 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 32578 members 
Entering Unmasked Estep 
Score: -6900064.500000 Penalty: 5429.577148
	Iteration 5Q: 3 clusters Score -6900064 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 34541 members 
Entering Unmasked Estep 
Score: -6901095.000000 Penalty: 5429.577148
	Iteration 6Q: 3 clusters Score -6901095 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 37256 members 
Entering Unmasked Estep 
Score: -6902814.000000 Penalty: 5429.577148
	Iteration 7F: 3 clusters Score -6902814 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 40852 members 
Entering Unmasked Estep 
Score: -6905409.000000 Penalty: 5429.577148
	Iteration 8F: 3 clusters Score -6905409 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 45041 members 
Entering Unmasked Estep 
Score: -6908975.000000 Penalty: 5429.577148
	Iteration 9F: 3 clusters Score -6908975 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 49053 members 
Entering Unmasked Estep 
Score: -6912855.500000 Penalty: 5429.577148
	Iteration 10F: 3 clusters Score -6912856 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 52090 members 
Entering Unmasked Estep 
Score: -6915787.000000 Penalty: 5429.577148
	Iteration 11F: 3 clusters Score -6915787 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 53850 members 
Entering Unmasked Estep 
Score: -6917554.500000 Penalty: 5429.577148
	Iteration 12Q: 3 clusters Score -6917554 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 54820 members 
Entering Unmasked Estep 
Score: -6918549.000000 Penalty: 5429.577148
	Iteration 13Q: 3 clusters Score -6918549 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 55288 members 
Entering Unmasked Estep 
Score: -6919060.000000 Penalty: 5429.577148
	Iteration 14Q: 3 clusters Score -6919060 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 55498 members 
Entering Unmasked Estep 
Score: -6919387.000000 Penalty: 5429.577148
	Iteration 15Q: 3 clusters Score -6919387 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 55585 members 
Entering Unmasked Estep 
Score: -6919613.500000 Penalty: 5429.577148
	Iteration 16Q: 3 clusters Score -6919614 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 55617 members 
Entering Unmasked Estep 
Score: -6919752.500000 Penalty: 5429.577148
	Iteration 17Q: 3 clusters Score -6919752 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 55650 members 
Entering Unmasked Estep 
Score: -6919831.500000 Penalty: 5429.577148
	Iteration 18Q: 3 clusters Score -6919832 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 55665 members 
Entering Unmasked Estep 
Score: -6919881.000000 Penalty: 5429.577148
	Iteration 19Q: 3 clusters Score -6919881 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 55666 members 
Entering Unmasked Estep 
Score: -6919905.500000 Penalty: 5429.577148
	Iteration 20F: 3 clusters Score -6919906 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 55668 members 
Entering Unmasked Estep 
Score: -6919924.000000 Penalty: 5429.577148
	Iteration 21Q: 3 clusters Score -6919924 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 55661 members 
Entering Unmasked Estep 
Score: -6919937.000000 Penalty: 5429.577148
	Iteration 22Q: 3 clusters Score -6919937 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 55655 members 
Entering Unmasked Estep 
Score: -6919954.000000 Penalty: 5429.577148
	Iteration 23Q: 3 clusters Score -6919954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 55651 members 
Entering Unmasked Estep 
Score: -6919970.000000 Penalty: 5429.577148
	Iteration 24Q: 3 clusters Score -6919970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 55657 members 
Entering Unmasked Estep 
Score: -6919974.500000 Penalty: 5429.577148
	Iteration 25Q: 3 clusters Score -6919974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 55661 members 
Entering Unmasked Estep 
Score: -6919961.500000 Penalty: 5429.577148
	Iteration 26Q: 3 clusters Score -6919962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 55661 members 
Entering Unmasked Estep 
Score: -6919966.000000 Penalty: 5429.577148
	Iteration 27Q: 3 clusters Score -6919966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 55660 members 
Entering Unmasked Estep 
Score: -6919969.000000 Penalty: 5429.577148
	Iteration 28Q: 3 clusters Score -6919969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 55660 members 
Entering Unmasked Estep 
Score: -6919974.000000 Penalty: 5429.577148
	Iteration 29Q: 3 clusters Score -6919974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 55662 members 
Entering Unmasked Estep 
Score: -6919974.000000 Penalty: 5429.577148
	Iteration 30Q: 3 clusters Score -6919974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 55662 members 
Entering Unmasked Estep 
Score: -6919969.500000 Penalty: 5429.577148
	Iteration 31Q: 3 clusters Score -6919970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 55665 members 
Entering Unmasked Estep 
Score: -6919966.500000 Penalty: 5429.577148
	Iteration 32Q: 3 clusters Score -6919966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 55665 members 
Entering Unmasked Estep 
Score: -6919966.500000 Penalty: 5429.577148
	Iteration 33F: 3 clusters Score -6919966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (161812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161812 members 
Entering Unmasked Estep 
Score: -19733298.000000 Penalty: 2974.559082
	Iteration 0F: 2 clusters Score -1.97333e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81168 members 
Mstep: Class 2 contains 80644 members 
Entering Unmasked Estep 
Score: -19625440.000000 Penalty: 5949.118164
	Iteration 0F: 3 clusters Score -1.962544e+07 nChanged 77481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85453 members 
Mstep: Class 2 contains 76359 members 
Entering Unmasked Estep 
Score: -19671922.000000 Penalty: 5949.118164
	Iteration 1F: 3 clusters Score -1.967192e+07 nChanged 6873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88400 members 
Mstep: Class 2 contains 73412 members 
Entering Unmasked Estep 
Score: -19674492.000000 Penalty: 5949.118164
	Iteration 2Q: 3 clusters Score -1.967449e+07 nChanged 7948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92870 members 
Mstep: Class 2 contains 68942 members 
Entering Unmasked Estep 
Score: -19678038.000000 Penalty: 5949.118164
	Iteration 3Q: 3 clusters Score -1.967804e+07 nChanged 9280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98978 members 
Mstep: Class 2 contains 62834 members 
Entering Unmasked Estep 
Score: -19683194.000000 Penalty: 5949.118164
	Iteration 4F: 3 clusters Score -1.968319e+07 nChanged 10692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106842 members 
Mstep: Class 2 contains 54970 members 
Entering Unmasked Estep 
Score: -19690132.000000 Penalty: 5949.118164
	Iteration 5F: 3 clusters Score -1.969013e+07 nChanged 10943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115569 members 
Mstep: Class 2 contains 46243 members 
Entering Unmasked Estep 
Score: -19698046.000000 Penalty: 5949.118164
	Iteration 6F: 3 clusters Score -1.969805e+07 nChanged 10114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124243 members 
Mstep: Class 2 contains 37569 members 
Entering Unmasked Estep 
Score: -19705894.000000 Penalty: 5949.118164
	Iteration 7F: 3 clusters Score -1.970589e+07 nChanged 8473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131886 members 
Mstep: Class 2 contains 29926 members 
Entering Unmasked Estep 
Score: -19712826.000000 Penalty: 5949.118164
	Iteration 8F: 3 clusters Score -1.971283e+07 nChanged 6664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137962 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -19718078.000000 Penalty: 5949.118164
	Iteration 9Q: 3 clusters Score -1.971808e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142411 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -19721852.000000 Penalty: 5949.118164
	Iteration 10Q: 3 clusters Score -1.972185e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145711 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -19724338.000000 Penalty: 5949.118164
	Iteration 11Q: 3 clusters Score -1.972434e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148115 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -19725934.000000 Penalty: 5949.118164
	Iteration 12Q: 3 clusters Score -1.972593e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150073 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -19727072.000000 Penalty: 5949.118164
	Iteration 13Q: 3 clusters Score -1.972707e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151685 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -19727902.000000 Penalty: 5949.118164
	Iteration 14Q: 3 clusters Score -1.97279e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153044 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -19728656.000000 Penalty: 5949.118164
	Iteration 15Q: 3 clusters Score -1.972866e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154146 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -19729204.000000 Penalty: 5949.118164
	Iteration 16Q: 3 clusters Score -1.97292e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154998 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -19729664.000000 Penalty: 5949.118164
	Iteration 17Q: 3 clusters Score -1.972966e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155726 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -19729930.000000 Penalty: 5949.118164
	Iteration 18Q: 3 clusters Score -1.972993e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156276 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -19730228.000000 Penalty: 5949.118164
	Iteration 19Q: 3 clusters Score -1.973023e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156730 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -19730402.000000 Penalty: 5949.118164
	Iteration 20F: 3 clusters Score -1.97304e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157103 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -19730532.000000 Penalty: 5949.118164
	Iteration 21Q: 3 clusters Score -1.973053e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157384 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -19730674.000000 Penalty: 5949.118164
	Iteration 22Q: 3 clusters Score -1.973067e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157629 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -19730804.000000 Penalty: 5949.118164
	Iteration 23Q: 3 clusters Score -1.97308e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157832 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -19730890.000000 Penalty: 5949.118164
	Iteration 24Q: 3 clusters Score -1.973089e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157988 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -19730938.000000 Penalty: 5949.118164
	Iteration 25Q: 3 clusters Score -1.973094e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158093 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -19730982.000000 Penalty: 5949.118164
	Iteration 26Q: 3 clusters Score -1.973098e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158191 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -19731016.000000 Penalty: 5949.118164
	Iteration 27Q: 3 clusters Score -1.973102e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158287 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -19731058.000000 Penalty: 5949.118164
	Iteration 28Q: 3 clusters Score -1.973106e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158392 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -19731106.000000 Penalty: 5949.118164
	Iteration 29Q: 3 clusters Score -1.973111e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158488 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -19731136.000000 Penalty: 5949.118164
	Iteration 30Q: 3 clusters Score -1.973114e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158579 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -19731170.000000 Penalty: 5949.118164
	Iteration 31Q: 3 clusters Score -1.973117e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158658 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -19731194.000000 Penalty: 5949.118164
	Iteration 32Q: 3 clusters Score -1.973119e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158724 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -19731218.000000 Penalty: 5949.118164
	Iteration 33Q: 3 clusters Score -1.973122e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158773 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -19731252.000000 Penalty: 5949.118164
	Iteration 34Q: 3 clusters Score -1.973125e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158816 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -19731246.000000 Penalty: 5949.118164
	Iteration 35Q: 3 clusters Score -1.973125e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158851 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -19731274.000000 Penalty: 5949.118164
	Iteration 36Q: 3 clusters Score -1.973127e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158879 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -19731252.000000 Penalty: 5949.118164
	Iteration 37Q: 3 clusters Score -1.973125e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158902 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -19731282.000000 Penalty: 5949.118164
	Iteration 38Q: 3 clusters Score -1.973128e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158919 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -19731272.000000 Penalty: 5949.118164
	Iteration 39Q: 3 clusters Score -1.973127e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158935 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -19731262.000000 Penalty: 5949.118164
	Iteration 40F: 3 clusters Score -1.973126e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158944 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -19731250.000000 Penalty: 5949.118164
	Iteration 41Q: 3 clusters Score -1.973125e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158954 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -19731254.000000 Penalty: 5949.118164
	Iteration 42Q: 3 clusters Score -1.973125e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158969 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -19731248.000000 Penalty: 5949.118164
	Iteration 43Q: 3 clusters Score -1.973125e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158982 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -19731252.000000 Penalty: 5949.118164
	Iteration 44Q: 3 clusters Score -1.973125e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158992 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -19731262.000000 Penalty: 5949.118164
	Iteration 45Q: 3 clusters Score -1.973126e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159006 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -19731258.000000 Penalty: 5949.118164
	Iteration 46Q: 3 clusters Score -1.973126e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159020 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -19731258.000000 Penalty: 5949.118164
	Iteration 47Q: 3 clusters Score -1.973126e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159030 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -19731252.000000 Penalty: 5949.118164
	Iteration 48Q: 3 clusters Score -1.973125e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159045 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -19731266.000000 Penalty: 5949.118164
	Iteration 49Q: 3 clusters Score -1.973127e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159053 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -19731250.000000 Penalty: 5949.118164
	Iteration 50Q: 3 clusters Score -1.973125e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159064 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -19731278.000000 Penalty: 5949.118164
	Iteration 51Q: 3 clusters Score -1.973128e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159073 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -19731272.000000 Penalty: 5949.118164
	Iteration 52Q: 3 clusters Score -1.973127e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159079 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -19731282.000000 Penalty: 5949.118164
	Iteration 53Q: 3 clusters Score -1.973128e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159083 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -19731288.000000 Penalty: 5949.118164
	Iteration 54Q: 3 clusters Score -1.973129e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159083 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -19731290.000000 Penalty: 5949.118164
	Iteration 55Q: 3 clusters Score -1.973129e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159088 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -19731280.000000 Penalty: 5949.118164
	Iteration 56Q: 3 clusters Score -1.973128e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159096 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -19731286.000000 Penalty: 5949.118164
	Iteration 57Q: 3 clusters Score -1.973129e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159104 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -19731294.000000 Penalty: 5949.118164
	Iteration 58Q: 3 clusters Score -1.973129e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159108 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -19731296.000000 Penalty: 5949.118164
	Iteration 59Q: 3 clusters Score -1.97313e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159117 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -19731288.000000 Penalty: 5949.118164
	Iteration 60F: 3 clusters Score -1.973129e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159121 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -19731306.000000 Penalty: 5949.118164
	Iteration 61Q: 3 clusters Score -1.973131e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159125 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -19731296.000000 Penalty: 5949.118164
	Iteration 62Q: 3 clusters Score -1.97313e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159128 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -19731302.000000 Penalty: 5949.118164
	Iteration 63Q: 3 clusters Score -1.97313e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159131 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -19731294.000000 Penalty: 5949.118164
	Iteration 64Q: 3 clusters Score -1.973129e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159134 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -19731306.000000 Penalty: 5949.118164
	Iteration 65Q: 3 clusters Score -1.973131e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159138 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -19731316.000000 Penalty: 5949.118164
	Iteration 66Q: 3 clusters Score -1.973132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159141 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -19731312.000000 Penalty: 5949.118164
	Iteration 67Q: 3 clusters Score -1.973131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159140 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -19731308.000000 Penalty: 5949.118164
	Iteration 68Q: 3 clusters Score -1.973131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159142 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -19731310.000000 Penalty: 5949.118164
	Iteration 69Q: 3 clusters Score -1.973131e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159141 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -19731312.000000 Penalty: 5949.118164
	Iteration 70Q: 3 clusters Score -1.973131e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159141 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -19731312.000000 Penalty: 5949.118164
	Iteration 71F: 3 clusters Score -1.973131e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Entering Unmasked Estep 
Score: -1997602.875000 Penalty: 2433.546387
	Iteration 0F: 2 clusters Score -1997603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1984766.375000 Penalty: 4867.092773
	Iteration 0F: 3 clusters Score -1984766 nChanged 7996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1989796.875000 Penalty: 4867.092773
	Iteration 1F: 3 clusters Score -1989797 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1991192.875000 Penalty: 4867.092773
	Iteration 2F: 3 clusters Score -1991193 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1992883.000000 Penalty: 4867.092773
	Iteration 3F: 3 clusters Score -1992883 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1994447.375000 Penalty: 4867.092773
	Iteration 4F: 3 clusters Score -1994447 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1995559.625000 Penalty: 4867.092773
	Iteration 5F: 3 clusters Score -1995560 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1996251.375000 Penalty: 4867.092773
	Iteration 6F: 3 clusters Score -1996251 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1996772.000000 Penalty: 4867.092773
	Iteration 7Q: 3 clusters Score -1996772 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -1997299.500000 Penalty: 4867.092773
	Iteration 8Q: 3 clusters Score -1997300 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -1997879.125000 Penalty: 4867.092773
	Iteration 9Q: 3 clusters Score -1997879 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -1998542.250000 Penalty: 4867.092773
	Iteration 10Q: 3 clusters Score -1998542 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -1998997.500000 Penalty: 4867.092773
	Iteration 11Q: 3 clusters Score -1998998 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1999274.625000 Penalty: 4867.092773
	Iteration 12Q: 3 clusters Score -1999275 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -1999420.125000 Penalty: 4867.092773
	Iteration 13Q: 3 clusters Score -1999420 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1999513.125000 Penalty: 4867.092773
	Iteration 14Q: 3 clusters Score -1999513 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -1999575.875000 Penalty: 4867.092773
	Iteration 15Q: 3 clusters Score -1999576 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1999632.875000 Penalty: 4867.092773
	Iteration 16Q: 3 clusters Score -1999633 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -1999684.500000 Penalty: 4867.092773
	Iteration 17Q: 3 clusters Score -1999684 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1999739.875000 Penalty: 4867.092773
	Iteration 18Q: 3 clusters Score -1999740 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1999831.000000 Penalty: 4867.092773
	Iteration 19Q: 3 clusters Score -1999831 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1999917.750000 Penalty: 4867.092773
	Iteration 20F: 3 clusters Score -1999918 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -2000037.125000 Penalty: 4867.092773
	Iteration 21Q: 3 clusters Score -2000037 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -2000268.000000 Penalty: 4867.092773
	Iteration 22Q: 3 clusters Score -2000268 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -2000716.250000 Penalty: 4867.092773
	Iteration 23Q: 3 clusters Score -2000716 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -2001505.500000 Penalty: 4867.092773
	Iteration 24Q: 3 clusters Score -2001506 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -2002730.750000 Penalty: 4867.092773
	Iteration 25Q: 3 clusters Score -2002731 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -2003982.625000 Penalty: 4867.092773
	Iteration 26Q: 3 clusters Score -2003983 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -2004951.125000 Penalty: 4867.092773
	Iteration 27Q: 3 clusters Score -2004951 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -2005505.500000 Penalty: 4867.092773
	Iteration 28Q: 3 clusters Score -2005506 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -2005725.250000 Penalty: 4867.092773
	Iteration 29Q: 3 clusters Score -2005725 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -2005781.375000 Penalty: 4867.092773
	Iteration 30Q: 3 clusters Score -2005781 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -2005818.750000 Penalty: 4867.092773
	Iteration 31Q: 3 clusters Score -2005819 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -2005833.625000 Penalty: 4867.092773
	Iteration 32Q: 3 clusters Score -2005834 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -2005837.500000 Penalty: 4867.092773
	Iteration 33Q: 3 clusters Score -2005838 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2005847.000000 Penalty: 4867.092773
	Iteration 34Q: 3 clusters Score -2005847 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -2005853.875000 Penalty: 4867.092773
	Iteration 35Q: 3 clusters Score -2005854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -2005852.000000 Penalty: 4867.092773
	Iteration 36Q: 3 clusters Score -2005852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -2005855.875000 Penalty: 4867.092773
	Iteration 37Q: 3 clusters Score -2005856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -2005856.000000 Penalty: 4867.092773
	Iteration 38Q: 3 clusters Score -2005856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -2005857.625000 Penalty: 4867.092773
	Iteration 39Q: 3 clusters Score -2005858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -2005862.875000 Penalty: 4867.092773
	Iteration 40F: 3 clusters Score -2005863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -2005862.000000 Penalty: 4867.092773
	Iteration 41Q: 3 clusters Score -2005862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -2005862.125000 Penalty: 4867.092773
	Iteration 42Q: 3 clusters Score -2005862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -2005861.500000 Penalty: 4867.092773
	Iteration 43Q: 3 clusters Score -2005862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -2005861.500000 Penalty: 4867.092773
	Iteration 44F: 3 clusters Score -2005862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 56768 members 
Mstep: Class 2 contains 161812 members 
Mstep: Class 3 contains 9654 members 
Mstep: Class 4 contains 242536 members 
Mstep: Class 5 contains 43436 members 
Mstep: Class 6 contains 2786 members 
Mstep: Class 7 contains 280895 members 
Mstep: Class 8 contains 32361 members 
Mstep: Class 9 contains 121228 members 
Mstep: Class 10 contains 230247 members 
Mstep: Class 11 contains 43853 members 
Mstep: Class 12 contains 19689 members 
Mstep: Class 13 contains 24879 members 
Mstep: Class 14 contains 8610 members 
Mstep: Class 15 contains 8478 members 
Mstep: Class 16 contains 63151 members 
Mstep: Class 17 contains 92521 members 
Mstep: Class 18 contains 30608 members 
Mstep: Class 19 contains 15289 members 
Mstep: Class 20 contains 10953 members 
Mstep: Class 21 contains 434951 members 
Mstep: Class 22 contains 55379 members 
Entering Unmasked Estep 
Score: -235146736.000000 Penalty: 79132.335938
Splitting cluster 3 changes total score from -235136752.000000 to -235146736.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 4 (242536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242536 members 
Entering Unmasked Estep 
Score: -29611766.000000 Penalty: 3074.928711
	Iteration 0F: 2 clusters Score -2.961177e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121204 members 
Mstep: Class 2 contains 121332 members 
Entering Unmasked Estep 
Score: -29460308.000000 Penalty: 6149.857422
	Iteration 0F: 3 clusters Score -2.946031e+07 nChanged 117034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121254 members 
Mstep: Class 2 contains 121282 members 
Entering Unmasked Estep 
Score: -29529096.000000 Penalty: 6149.857422
	Iteration 1F: 3 clusters Score -2.95291e+07 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121421 members 
Mstep: Class 2 contains 121115 members 
Entering Unmasked Estep 
Score: -29530318.000000 Penalty: 6149.857422
	Iteration 2Q: 3 clusters Score -2.953032e+07 nChanged 7190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121737 members 
Mstep: Class 2 contains 120799 members 
Entering Unmasked Estep 
Score: -29532148.000000 Penalty: 6149.857422
	Iteration 3Q: 3 clusters Score -2.953215e+07 nChanged 8079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122056 members 
Mstep: Class 2 contains 120480 members 
Entering Unmasked Estep 
Score: -29534602.000000 Penalty: 6149.857422
	Iteration 4Q: 3 clusters Score -2.95346e+07 nChanged 9172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122480 members 
Mstep: Class 2 contains 120056 members 
Entering Unmasked Estep 
Score: -29537562.000000 Penalty: 6149.857422
	Iteration 5Q: 3 clusters Score -2.953756e+07 nChanged 10121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122949 members 
Mstep: Class 2 contains 119587 members 
Entering Unmasked Estep 
Score: -29541214.000000 Penalty: 6149.857422
	Iteration 6Q: 3 clusters Score -2.954121e+07 nChanged 10935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123294 members 
Mstep: Class 2 contains 119242 members 
Entering Unmasked Estep 
Score: -29545290.000000 Penalty: 6149.857422
	Iteration 7Q: 3 clusters Score -2.954529e+07 nChanged 11155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123221 members 
Mstep: Class 2 contains 119315 members 
Entering Unmasked Estep 
Score: -29549686.000000 Penalty: 6149.857422
	Iteration 8Q: 3 clusters Score -2.954969e+07 nChanged 11088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122403 members 
Mstep: Class 2 contains 120133 members 
Entering Unmasked Estep 
Score: -29553996.000000 Penalty: 6149.857422
	Iteration 9Q: 3 clusters Score -2.9554e+07 nChanged 10496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120743 members 
Mstep: Class 2 contains 121793 members 
Entering Unmasked Estep 
Score: -29558076.000000 Penalty: 6149.857422
	Iteration 10Q: 3 clusters Score -2.955808e+07 nChanged 9737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118278 members 
Mstep: Class 2 contains 124258 members 
Entering Unmasked Estep 
Score: -29561706.000000 Penalty: 6149.857422
	Iteration 11Q: 3 clusters Score -2.956171e+07 nChanged 9572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114918 members 
Mstep: Class 2 contains 127618 members 
Entering Unmasked Estep 
Score: -29566088.000000 Penalty: 6149.857422
	Iteration 12Q: 3 clusters Score -2.956609e+07 nChanged 9971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110883 members 
Mstep: Class 2 contains 131653 members 
Entering Unmasked Estep 
Score: -29571454.000000 Penalty: 6149.857422
	Iteration 13Q: 3 clusters Score -2.957145e+07 nChanged 10315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106728 members 
Mstep: Class 2 contains 135808 members 
Entering Unmasked Estep 
Score: -29577298.000000 Penalty: 6149.857422
	Iteration 14Q: 3 clusters Score -2.95773e+07 nChanged 10196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103044 members 
Mstep: Class 2 contains 139492 members 
Entering Unmasked Estep 
Score: -29582536.000000 Penalty: 6149.857422
	Iteration 15Q: 3 clusters Score -2.958254e+07 nChanged 8727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100165 members 
Mstep: Class 2 contains 142371 members 
Entering Unmasked Estep 
Score: -29586462.000000 Penalty: 6149.857422
	Iteration 16Q: 3 clusters Score -2.958646e+07 nChanged 6851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97798 members 
Mstep: Class 2 contains 144738 members 
Entering Unmasked Estep 
Score: -29589062.000000 Penalty: 6149.857422
	Iteration 17Q: 3 clusters Score -2.958906e+07 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95824 members 
Mstep: Class 2 contains 146712 members 
Entering Unmasked Estep 
Score: -29591082.000000 Penalty: 6149.857422
	Iteration 18Q: 3 clusters Score -2.959108e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94044 members 
Mstep: Class 2 contains 148492 members 
Entering Unmasked Estep 
Score: -29592712.000000 Penalty: 6149.857422
	Iteration 19Q: 3 clusters Score -2.959271e+07 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92356 members 
Mstep: Class 2 contains 150180 members 
Entering Unmasked Estep 
Score: -29594174.000000 Penalty: 6149.857422
	Iteration 20F: 3 clusters Score -2.959417e+07 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90800 members 
Mstep: Class 2 contains 151736 members 
Entering Unmasked Estep 
Score: -29595764.000000 Penalty: 6149.857422
	Iteration 21Q: 3 clusters Score -2.959576e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89280 members 
Mstep: Class 2 contains 153256 members 
Entering Unmasked Estep 
Score: -29597020.000000 Penalty: 6149.857422
	Iteration 22Q: 3 clusters Score -2.959702e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87971 members 
Mstep: Class 2 contains 154565 members 
Entering Unmasked Estep 
Score: -29598106.000000 Penalty: 6149.857422
	Iteration 23Q: 3 clusters Score -2.959811e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86790 members 
Mstep: Class 2 contains 155746 members 
Entering Unmasked Estep 
Score: -29599090.000000 Penalty: 6149.857422
	Iteration 24Q: 3 clusters Score -2.959909e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85723 members 
Mstep: Class 2 contains 156813 members 
Entering Unmasked Estep 
Score: -29599958.000000 Penalty: 6149.857422
	Iteration 25Q: 3 clusters Score -2.959996e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84726 members 
Mstep: Class 2 contains 157810 members 
Entering Unmasked Estep 
Score: -29600436.000000 Penalty: 6149.857422
	Iteration 26Q: 3 clusters Score -2.960044e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83851 members 
Mstep: Class 2 contains 158685 members 
Entering Unmasked Estep 
Score: -29600846.000000 Penalty: 6149.857422
	Iteration 27Q: 3 clusters Score -2.960085e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82962 members 
Mstep: Class 2 contains 159574 members 
Entering Unmasked Estep 
Score: -29601478.000000 Penalty: 6149.857422
	Iteration 28Q: 3 clusters Score -2.960148e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82121 members 
Mstep: Class 2 contains 160415 members 
Entering Unmasked Estep 
Score: -29601802.000000 Penalty: 6149.857422
	Iteration 29Q: 3 clusters Score -2.96018e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81358 members 
Mstep: Class 2 contains 161178 members 
Entering Unmasked Estep 
Score: -29602148.000000 Penalty: 6149.857422
	Iteration 30Q: 3 clusters Score -2.960215e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80571 members 
Mstep: Class 2 contains 161965 members 
Entering Unmasked Estep 
Score: -29602532.000000 Penalty: 6149.857422
	Iteration 31Q: 3 clusters Score -2.960253e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79826 members 
Mstep: Class 2 contains 162710 members 
Entering Unmasked Estep 
Score: -29602688.000000 Penalty: 6149.857422
	Iteration 32Q: 3 clusters Score -2.960269e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79135 members 
Mstep: Class 2 contains 163401 members 
Entering Unmasked Estep 
Score: -29602906.000000 Penalty: 6149.857422
	Iteration 33Q: 3 clusters Score -2.960291e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78407 members 
Mstep: Class 2 contains 164129 members 
Entering Unmasked Estep 
Score: -29603136.000000 Penalty: 6149.857422
	Iteration 34Q: 3 clusters Score -2.960314e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77695 members 
Mstep: Class 2 contains 164841 members 
Entering Unmasked Estep 
Score: -29603076.000000 Penalty: 6149.857422
	Iteration 35Q: 3 clusters Score -2.960308e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76938 members 
Mstep: Class 2 contains 165598 members 
Entering Unmasked Estep 
Score: -29603050.000000 Penalty: 6149.857422
	Iteration 36Q: 3 clusters Score -2.960305e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76118 members 
Mstep: Class 2 contains 166418 members 
Entering Unmasked Estep 
Score: -29603164.000000 Penalty: 6149.857422
	Iteration 37Q: 3 clusters Score -2.960316e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75301 members 
Mstep: Class 2 contains 167235 members 
Entering Unmasked Estep 
Score: -29603324.000000 Penalty: 6149.857422
	Iteration 38Q: 3 clusters Score -2.960332e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74421 members 
Mstep: Class 2 contains 168115 members 
Entering Unmasked Estep 
Score: -29603502.000000 Penalty: 6149.857422
	Iteration 39Q: 3 clusters Score -2.96035e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73493 members 
Mstep: Class 2 contains 169043 members 
Entering Unmasked Estep 
Score: -29603610.000000 Penalty: 6149.857422
	Iteration 40F: 3 clusters Score -2.960361e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72541 members 
Mstep: Class 2 contains 169995 members 
Entering Unmasked Estep 
Score: -29603664.000000 Penalty: 6149.857422
	Iteration 41Q: 3 clusters Score -2.960366e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71552 members 
Mstep: Class 2 contains 170984 members 
Entering Unmasked Estep 
Score: -29603848.000000 Penalty: 6149.857422
	Iteration 42Q: 3 clusters Score -2.960385e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70511 members 
Mstep: Class 2 contains 172025 members 
Entering Unmasked Estep 
Score: -29604000.000000 Penalty: 6149.857422
	Iteration 43Q: 3 clusters Score -2.9604e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69431 members 
Mstep: Class 2 contains 173105 members 
Entering Unmasked Estep 
Score: -29604120.000000 Penalty: 6149.857422
	Iteration 44Q: 3 clusters Score -2.960412e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68279 members 
Mstep: Class 2 contains 174257 members 
Entering Unmasked Estep 
Score: -29604162.000000 Penalty: 6149.857422
	Iteration 45Q: 3 clusters Score -2.960416e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67106 members 
Mstep: Class 2 contains 175430 members 
Entering Unmasked Estep 
Score: -29604312.000000 Penalty: 6149.857422
	Iteration 46Q: 3 clusters Score -2.960431e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65881 members 
Mstep: Class 2 contains 176655 members 
Entering Unmasked Estep 
Score: -29604554.000000 Penalty: 6149.857422
	Iteration 47Q: 3 clusters Score -2.960455e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64660 members 
Mstep: Class 2 contains 177876 members 
Entering Unmasked Estep 
Score: -29604592.000000 Penalty: 6149.857422
	Iteration 48Q: 3 clusters Score -2.960459e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63457 members 
Mstep: Class 2 contains 179079 members 
Entering Unmasked Estep 
Score: -29604662.000000 Penalty: 6149.857422
	Iteration 49Q: 3 clusters Score -2.960466e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62274 members 
Mstep: Class 2 contains 180262 members 
Entering Unmasked Estep 
Score: -29604770.000000 Penalty: 6149.857422
	Iteration 50Q: 3 clusters Score -2.960477e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61089 members 
Mstep: Class 2 contains 181447 members 
Entering Unmasked Estep 
Score: -29604814.000000 Penalty: 6149.857422
	Iteration 51Q: 3 clusters Score -2.960481e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59848 members 
Mstep: Class 2 contains 182688 members 
Entering Unmasked Estep 
Score: -29604862.000000 Penalty: 6149.857422
	Iteration 52Q: 3 clusters Score -2.960486e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58515 members 
Mstep: Class 2 contains 184021 members 
Entering Unmasked Estep 
Score: -29604802.000000 Penalty: 6149.857422
	Iteration 53Q: 3 clusters Score -2.96048e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57198 members 
Mstep: Class 2 contains 185338 members 
Entering Unmasked Estep 
Score: -29604848.000000 Penalty: 6149.857422
	Iteration 54Q: 3 clusters Score -2.960485e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55886 members 
Mstep: Class 2 contains 186650 members 
Entering Unmasked Estep 
Score: -29604782.000000 Penalty: 6149.857422
	Iteration 55Q: 3 clusters Score -2.960478e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54598 members 
Mstep: Class 2 contains 187938 members 
Entering Unmasked Estep 
Score: -29604760.000000 Penalty: 6149.857422
	Iteration 56Q: 3 clusters Score -2.960476e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53266 members 
Mstep: Class 2 contains 189270 members 
Entering Unmasked Estep 
Score: -29604618.000000 Penalty: 6149.857422
	Iteration 57Q: 3 clusters Score -2.960462e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51896 members 
Mstep: Class 2 contains 190640 members 
Entering Unmasked Estep 
Score: -29604680.000000 Penalty: 6149.857422
	Iteration 58Q: 3 clusters Score -2.960468e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50496 members 
Mstep: Class 2 contains 192040 members 
Entering Unmasked Estep 
Score: -29604736.000000 Penalty: 6149.857422
	Iteration 59Q: 3 clusters Score -2.960474e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49148 members 
Mstep: Class 2 contains 193388 members 
Entering Unmasked Estep 
Score: -29604708.000000 Penalty: 6149.857422
	Iteration 60F: 3 clusters Score -2.960471e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47763 members 
Mstep: Class 2 contains 194773 members 
Entering Unmasked Estep 
Score: -29604698.000000 Penalty: 6149.857422
	Iteration 61Q: 3 clusters Score -2.96047e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46380 members 
Mstep: Class 2 contains 196156 members 
Entering Unmasked Estep 
Score: -29604618.000000 Penalty: 6149.857422
	Iteration 62Q: 3 clusters Score -2.960462e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45039 members 
Mstep: Class 2 contains 197497 members 
Entering Unmasked Estep 
Score: -29604538.000000 Penalty: 6149.857422
	Iteration 63Q: 3 clusters Score -2.960454e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43731 members 
Mstep: Class 2 contains 198805 members 
Entering Unmasked Estep 
Score: -29604656.000000 Penalty: 6149.857422
	Iteration 64Q: 3 clusters Score -2.960466e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42420 members 
Mstep: Class 2 contains 200116 members 
Entering Unmasked Estep 
Score: -29604814.000000 Penalty: 6149.857422
	Iteration 65Q: 3 clusters Score -2.960481e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41085 members 
Mstep: Class 2 contains 201451 members 
Entering Unmasked Estep 
Score: -29604838.000000 Penalty: 6149.857422
	Iteration 66Q: 3 clusters Score -2.960484e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39841 members 
Mstep: Class 2 contains 202695 members 
Entering Unmasked Estep 
Score: -29604854.000000 Penalty: 6149.857422
	Iteration 67Q: 3 clusters Score -2.960485e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38623 members 
Mstep: Class 2 contains 203913 members 
Entering Unmasked Estep 
Score: -29604868.000000 Penalty: 6149.857422
	Iteration 68Q: 3 clusters Score -2.960487e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 205109 members 
Entering Unmasked Estep 
Score: -29604992.000000 Penalty: 6149.857422
	Iteration 69Q: 3 clusters Score -2.960499e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36261 members 
Mstep: Class 2 contains 206275 members 
Entering Unmasked Estep 
Score: -29604980.000000 Penalty: 6149.857422
	Iteration 70Q: 3 clusters Score -2.960498e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35040 members 
Mstep: Class 2 contains 207496 members 
Entering Unmasked Estep 
Score: -29605104.000000 Penalty: 6149.857422
	Iteration 71Q: 3 clusters Score -2.96051e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33841 members 
Mstep: Class 2 contains 208695 members 
Entering Unmasked Estep 
Score: -29605204.000000 Penalty: 6149.857422
	Iteration 72Q: 3 clusters Score -2.96052e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32677 members 
Mstep: Class 2 contains 209859 members 
Entering Unmasked Estep 
Score: -29605164.000000 Penalty: 6149.857422
	Iteration 73Q: 3 clusters Score -2.960516e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31583 members 
Mstep: Class 2 contains 210953 members 
Entering Unmasked Estep 
Score: -29605336.000000 Penalty: 6149.857422
	Iteration 74Q: 3 clusters Score -2.960534e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30417 members 
Mstep: Class 2 contains 212119 members 
Entering Unmasked Estep 
Score: -29605334.000000 Penalty: 6149.857422
	Iteration 75Q: 3 clusters Score -2.960533e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 213320 members 
Entering Unmasked Estep 
Score: -29605460.000000 Penalty: 6149.857422
	Iteration 76Q: 3 clusters Score -2.960546e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28033 members 
Mstep: Class 2 contains 214503 members 
Entering Unmasked Estep 
Score: -29605478.000000 Penalty: 6149.857422
	Iteration 77Q: 3 clusters Score -2.960548e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26894 members 
Mstep: Class 2 contains 215642 members 
Entering Unmasked Estep 
Score: -29605694.000000 Penalty: 6149.857422
	Iteration 78Q: 3 clusters Score -2.960569e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 216780 members 
Entering Unmasked Estep 
Score: -29605818.000000 Penalty: 6149.857422
	Iteration 79Q: 3 clusters Score -2.960582e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 217912 members 
Entering Unmasked Estep 
Score: -29606000.000000 Penalty: 6149.857422
	Iteration 80F: 3 clusters Score -2.9606e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 219005 members 
Entering Unmasked Estep 
Score: -29606142.000000 Penalty: 6149.857422
	Iteration 81Q: 3 clusters Score -2.960614e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 220104 members 
Entering Unmasked Estep 
Score: -29606266.000000 Penalty: 6149.857422
	Iteration 82Q: 3 clusters Score -2.960627e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 221154 members 
Entering Unmasked Estep 
Score: -29606384.000000 Penalty: 6149.857422
	Iteration 83Q: 3 clusters Score -2.960638e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 222169 members 
Entering Unmasked Estep 
Score: -29606568.000000 Penalty: 6149.857422
	Iteration 84Q: 3 clusters Score -2.960657e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 223156 members 
Entering Unmasked Estep 
Score: -29606724.000000 Penalty: 6149.857422
	Iteration 85Q: 3 clusters Score -2.960672e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 224133 members 
Entering Unmasked Estep 
Score: -29606810.000000 Penalty: 6149.857422
	Iteration 86Q: 3 clusters Score -2.960681e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 225044 members 
Entering Unmasked Estep 
Score: -29607070.000000 Penalty: 6149.857422
	Iteration 87Q: 3 clusters Score -2.960707e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 225925 members 
Entering Unmasked Estep 
Score: -29607212.000000 Penalty: 6149.857422
	Iteration 88Q: 3 clusters Score -2.960721e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 226791 members 
Entering Unmasked Estep 
Score: -29607402.000000 Penalty: 6149.857422
	Iteration 89Q: 3 clusters Score -2.96074e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 227650 members 
Entering Unmasked Estep 
Score: -29607562.000000 Penalty: 6149.857422
	Iteration 90Q: 3 clusters Score -2.960756e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 228480 members 
Entering Unmasked Estep 
Score: -29607730.000000 Penalty: 6149.857422
	Iteration 91Q: 3 clusters Score -2.960773e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 229257 members 
Entering Unmasked Estep 
Score: -29608034.000000 Penalty: 6149.857422
	Iteration 92Q: 3 clusters Score -2.960803e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 229999 members 
Entering Unmasked Estep 
Score: -29608242.000000 Penalty: 6149.857422
	Iteration 93Q: 3 clusters Score -2.960824e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 230716 members 
Entering Unmasked Estep 
Score: -29608316.000000 Penalty: 6149.857422
	Iteration 94Q: 3 clusters Score -2.960832e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 231426 members 
Entering Unmasked Estep 
Score: -29608426.000000 Penalty: 6149.857422
	Iteration 95Q: 3 clusters Score -2.960843e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 232084 members 
Entering Unmasked Estep 
Score: -29608604.000000 Penalty: 6149.857422
	Iteration 96Q: 3 clusters Score -2.96086e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 232700 members 
Entering Unmasked Estep 
Score: -29608770.000000 Penalty: 6149.857422
	Iteration 97Q: 3 clusters Score -2.960877e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 233310 members 
Entering Unmasked Estep 
Score: -29608932.000000 Penalty: 6149.857422
	Iteration 98Q: 3 clusters Score -2.960893e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 233876 members 
Entering Unmasked Estep 
Score: -29609196.000000 Penalty: 6149.857422
	Iteration 99Q: 3 clusters Score -2.96092e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 234407 members 
Entering Unmasked Estep 
Score: -29609410.000000 Penalty: 6149.857422
	Iteration 100F: 3 clusters Score -2.960941e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 234893 members 
Entering Unmasked Estep 
Score: -29609530.000000 Penalty: 6149.857422
	Iteration 101Q: 3 clusters Score -2.960953e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 235328 members 
Entering Unmasked Estep 
Score: -29609614.000000 Penalty: 6149.857422
	Iteration 102Q: 3 clusters Score -2.960961e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 235722 members 
Entering Unmasked Estep 
Score: -29609670.000000 Penalty: 6149.857422
	Iteration 103Q: 3 clusters Score -2.960967e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 236076 members 
Entering Unmasked Estep 
Score: -29609766.000000 Penalty: 6149.857422
	Iteration 104Q: 3 clusters Score -2.960977e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 236384 members 
Entering Unmasked Estep 
Score: -29609832.000000 Penalty: 6149.857422
	Iteration 105Q: 3 clusters Score -2.960983e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 236689 members 
Entering Unmasked Estep 
Score: -29609934.000000 Penalty: 6149.857422
	Iteration 106Q: 3 clusters Score -2.960993e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 236982 members 
Entering Unmasked Estep 
Score: -29610006.000000 Penalty: 6149.857422
	Iteration 107Q: 3 clusters Score -2.961001e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 237259 members 
Entering Unmasked Estep 
Score: -29610110.000000 Penalty: 6149.857422
	Iteration 108Q: 3 clusters Score -2.961011e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 237508 members 
Entering Unmasked Estep 
Score: -29610160.000000 Penalty: 6149.857422
	Iteration 109Q: 3 clusters Score -2.961016e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 237709 members 
Entering Unmasked Estep 
Score: -29610202.000000 Penalty: 6149.857422
	Iteration 110Q: 3 clusters Score -2.96102e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 237886 members 
Entering Unmasked Estep 
Score: -29610286.000000 Penalty: 6149.857422
	Iteration 111Q: 3 clusters Score -2.961029e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 238035 members 
Entering Unmasked Estep 
Score: -29610276.000000 Penalty: 6149.857422
	Iteration 112Q: 3 clusters Score -2.961028e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 238150 members 
Entering Unmasked Estep 
Score: -29610278.000000 Penalty: 6149.857422
	Iteration 113Q: 3 clusters Score -2.961028e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 238266 members 
Entering Unmasked Estep 
Score: -29610330.000000 Penalty: 6149.857422
	Iteration 114Q: 3 clusters Score -2.961033e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 238381 members 
Entering Unmasked Estep 
Score: -29610340.000000 Penalty: 6149.857422
	Iteration 115Q: 3 clusters Score -2.961034e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 238477 members 
Entering Unmasked Estep 
Score: -29610390.000000 Penalty: 6149.857422
	Iteration 116Q: 3 clusters Score -2.961039e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 238580 members 
Entering Unmasked Estep 
Score: -29610412.000000 Penalty: 6149.857422
	Iteration 117Q: 3 clusters Score -2.961041e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 238665 members 
Entering Unmasked Estep 
Score: -29610442.000000 Penalty: 6149.857422
	Iteration 118Q: 3 clusters Score -2.961044e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 238747 members 
Entering Unmasked Estep 
Score: -29610458.000000 Penalty: 6149.857422
	Iteration 119Q: 3 clusters Score -2.961046e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 238805 members 
Entering Unmasked Estep 
Score: -29610484.000000 Penalty: 6149.857422
	Iteration 120F: 3 clusters Score -2.961048e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 238866 members 
Entering Unmasked Estep 
Score: -29610462.000000 Penalty: 6149.857422
	Iteration 121Q: 3 clusters Score -2.961046e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 238910 members 
Entering Unmasked Estep 
Score: -29610468.000000 Penalty: 6149.857422
	Iteration 122Q: 3 clusters Score -2.961047e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 238944 members 
Entering Unmasked Estep 
Score: -29610456.000000 Penalty: 6149.857422
	Iteration 123Q: 3 clusters Score -2.961046e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 238972 members 
Entering Unmasked Estep 
Score: -29610444.000000 Penalty: 6149.857422
	Iteration 124Q: 3 clusters Score -2.961044e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 238995 members 
Entering Unmasked Estep 
Score: -29610424.000000 Penalty: 6149.857422
	Iteration 125Q: 3 clusters Score -2.961042e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 239016 members 
Entering Unmasked Estep 
Score: -29610430.000000 Penalty: 6149.857422
	Iteration 126Q: 3 clusters Score -2.961043e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 239043 members 
Entering Unmasked Estep 
Score: -29610442.000000 Penalty: 6149.857422
	Iteration 127Q: 3 clusters Score -2.961044e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 239063 members 
Entering Unmasked Estep 
Score: -29610442.000000 Penalty: 6149.857422
	Iteration 128Q: 3 clusters Score -2.961044e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 239083 members 
Entering Unmasked Estep 
Score: -29610434.000000 Penalty: 6149.857422
	Iteration 129Q: 3 clusters Score -2.961043e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 239098 members 
Entering Unmasked Estep 
Score: -29610430.000000 Penalty: 6149.857422
	Iteration 130Q: 3 clusters Score -2.961043e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 239118 members 
Entering Unmasked Estep 
Score: -29610414.000000 Penalty: 6149.857422
	Iteration 131Q: 3 clusters Score -2.961041e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 239133 members 
Entering Unmasked Estep 
Score: -29610418.000000 Penalty: 6149.857422
	Iteration 132Q: 3 clusters Score -2.961042e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 239152 members 
Entering Unmasked Estep 
Score: -29610404.000000 Penalty: 6149.857422
	Iteration 133Q: 3 clusters Score -2.96104e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 239170 members 
Entering Unmasked Estep 
Score: -29610422.000000 Penalty: 6149.857422
	Iteration 134Q: 3 clusters Score -2.961042e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 239180 members 
Entering Unmasked Estep 
Score: -29610438.000000 Penalty: 6149.857422
	Iteration 135Q: 3 clusters Score -2.961044e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 239188 members 
Entering Unmasked Estep 
Score: -29610436.000000 Penalty: 6149.857422
	Iteration 136Q: 3 clusters Score -2.961044e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 239201 members 
Entering Unmasked Estep 
Score: -29610404.000000 Penalty: 6149.857422
	Iteration 137Q: 3 clusters Score -2.96104e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 239213 members 
Entering Unmasked Estep 
Score: -29610408.000000 Penalty: 6149.857422
	Iteration 138Q: 3 clusters Score -2.961041e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 239234 members 
Entering Unmasked Estep 
Score: -29610394.000000 Penalty: 6149.857422
	Iteration 139Q: 3 clusters Score -2.961039e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 239257 members 
Entering Unmasked Estep 
Score: -29610382.000000 Penalty: 6149.857422
	Iteration 140F: 3 clusters Score -2.961038e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 239283 members 
Entering Unmasked Estep 
Score: -29610388.000000 Penalty: 6149.857422
	Iteration 141Q: 3 clusters Score -2.961039e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 239308 members 
Entering Unmasked Estep 
Score: -29610392.000000 Penalty: 6149.857422
	Iteration 142Q: 3 clusters Score -2.961039e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 239320 members 
Entering Unmasked Estep 
Score: -29610392.000000 Penalty: 6149.857422
	Iteration 143Q: 3 clusters Score -2.961039e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 239334 members 
Entering Unmasked Estep 
Score: -29610416.000000 Penalty: 6149.857422
	Iteration 144Q: 3 clusters Score -2.961042e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 239354 members 
Entering Unmasked Estep 
Score: -29610430.000000 Penalty: 6149.857422
	Iteration 145Q: 3 clusters Score -2.961043e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 239375 members 
Entering Unmasked Estep 
Score: -29610430.000000 Penalty: 6149.857422
	Iteration 146Q: 3 clusters Score -2.961043e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 239386 members 
Entering Unmasked Estep 
Score: -29610420.000000 Penalty: 6149.857422
	Iteration 147Q: 3 clusters Score -2.961042e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 239395 members 
Entering Unmasked Estep 
Score: -29610430.000000 Penalty: 6149.857422
	Iteration 148Q: 3 clusters Score -2.961043e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 239402 members 
Entering Unmasked Estep 
Score: -29610440.000000 Penalty: 6149.857422
	Iteration 149Q: 3 clusters Score -2.961044e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 239414 members 
Entering Unmasked Estep 
Score: -29610456.000000 Penalty: 6149.857422
	Iteration 150Q: 3 clusters Score -2.961046e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 239424 members 
Entering Unmasked Estep 
Score: -29610436.000000 Penalty: 6149.857422
	Iteration 151Q: 3 clusters Score -2.961044e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 239433 members 
Entering Unmasked Estep 
Score: -29610436.000000 Penalty: 6149.857422
	Iteration 152Q: 3 clusters Score -2.961044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 239435 members 
Entering Unmasked Estep 
Score: -29610438.000000 Penalty: 6149.857422
	Iteration 153Q: 3 clusters Score -2.961044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 239438 members 
Entering Unmasked Estep 
Score: -29610440.000000 Penalty: 6149.857422
	Iteration 154Q: 3 clusters Score -2.961044e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 239443 members 
Entering Unmasked Estep 
Score: -29610440.000000 Penalty: 6149.857422
	Iteration 155Q: 3 clusters Score -2.961044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 239447 members 
Entering Unmasked Estep 
Score: -29610428.000000 Penalty: 6149.857422
	Iteration 156Q: 3 clusters Score -2.961043e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 239452 members 
Entering Unmasked Estep 
Score: -29610440.000000 Penalty: 6149.857422
	Iteration 157Q: 3 clusters Score -2.961044e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 239457 members 
Entering Unmasked Estep 
Score: -29610462.000000 Penalty: 6149.857422
	Iteration 158Q: 3 clusters Score -2.961046e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 239465 members 
Entering Unmasked Estep 
Score: -29610456.000000 Penalty: 6149.857422
	Iteration 159Q: 3 clusters Score -2.961046e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 239471 members 
Entering Unmasked Estep 
Score: -29610460.000000 Penalty: 6149.857422
	Iteration 160F: 3 clusters Score -2.961046e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 239480 members 
Entering Unmasked Estep 
Score: -29610446.000000 Penalty: 6149.857422
	Iteration 161Q: 3 clusters Score -2.961045e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 239490 members 
Entering Unmasked Estep 
Score: -29610438.000000 Penalty: 6149.857422
	Iteration 162Q: 3 clusters Score -2.961044e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 239500 members 
Entering Unmasked Estep 
Score: -29610414.000000 Penalty: 6149.857422
	Iteration 163Q: 3 clusters Score -2.961041e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 239508 members 
Entering Unmasked Estep 
Score: -29610408.000000 Penalty: 6149.857422
	Iteration 164Q: 3 clusters Score -2.961041e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 239511 members 
Entering Unmasked Estep 
Score: -29610410.000000 Penalty: 6149.857422
	Iteration 165Q: 3 clusters Score -2.961041e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 239515 members 
Entering Unmasked Estep 
Score: -29610416.000000 Penalty: 6149.857422
	Iteration 166Q: 3 clusters Score -2.961042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 239517 members 
Entering Unmasked Estep 
Score: -29610420.000000 Penalty: 6149.857422
	Iteration 167Q: 3 clusters Score -2.961042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 239520 members 
Entering Unmasked Estep 
Score: -29610420.000000 Penalty: 6149.857422
	Iteration 168Q: 3 clusters Score -2.961042e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 239521 members 
Entering Unmasked Estep 
Score: -29610406.000000 Penalty: 6149.857422
	Iteration 169Q: 3 clusters Score -2.961041e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 239524 members 
Entering Unmasked Estep 
Score: -29610382.000000 Penalty: 6149.857422
	Iteration 170Q: 3 clusters Score -2.961038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 239528 members 
Entering Unmasked Estep 
Score: -29610406.000000 Penalty: 6149.857422
	Iteration 171Q: 3 clusters Score -2.961041e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 239530 members 
Entering Unmasked Estep 
Score: -29610400.000000 Penalty: 6149.857422
	Iteration 172Q: 3 clusters Score -2.96104e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 239531 members 
Entering Unmasked Estep 
Score: -29610408.000000 Penalty: 6149.857422
	Iteration 173Q: 3 clusters Score -2.961041e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 239532 members 
Entering Unmasked Estep 
Score: -29610400.000000 Penalty: 6149.857422
	Iteration 174Q: 3 clusters Score -2.96104e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 239532 members 
Entering Unmasked Estep 
Score: -29610400.000000 Penalty: 6149.857422
	Iteration 175F: 3 clusters Score -2.96104e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (43436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43436 members 
Entering Unmasked Estep 
Score: -5400435.500000 Penalty: 2648.402832
	Iteration 0F: 2 clusters Score -5400436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -5370920.000000 Penalty: 5296.805664
	Iteration 0F: 3 clusters Score -5370920 nChanged 19920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -5382220.000000 Penalty: 5296.805664
	Iteration 1F: 3 clusters Score -5382220 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -5382721.500000 Penalty: 5296.805664
	Iteration 2Q: 3 clusters Score -5382722 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -5383265.500000 Penalty: 5296.805664
	Iteration 3Q: 3 clusters Score -5383266 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -5383806.000000 Penalty: 5296.805664
	Iteration 4Q: 3 clusters Score -5383806 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -5384387.000000 Penalty: 5296.805664
	Iteration 5Q: 3 clusters Score -5384387 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -5385085.000000 Penalty: 5296.805664
	Iteration 6Q: 3 clusters Score -5385085 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -5385902.500000 Penalty: 5296.805664
	Iteration 7Q: 3 clusters Score -5385902 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -5386936.000000 Penalty: 5296.805664
	Iteration 8Q: 3 clusters Score -5386936 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -5388237.500000 Penalty: 5296.805664
	Iteration 9F: 3 clusters Score -5388238 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -5389791.500000 Penalty: 5296.805664
	Iteration 10F: 3 clusters Score -5389792 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -5391272.500000 Penalty: 5296.805664
	Iteration 11F: 3 clusters Score -5391272 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -5392373.500000 Penalty: 5296.805664
	Iteration 12Q: 3 clusters Score -5392374 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -5393006.000000 Penalty: 5296.805664
	Iteration 13Q: 3 clusters Score -5393006 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -5393351.000000 Penalty: 5296.805664
	Iteration 14Q: 3 clusters Score -5393351 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -5393543.000000 Penalty: 5296.805664
	Iteration 15Q: 3 clusters Score -5393543 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -5393650.500000 Penalty: 5296.805664
	Iteration 16Q: 3 clusters Score -5393650 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -5393771.000000 Penalty: 5296.805664
	Iteration 17Q: 3 clusters Score -5393771 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
Score: -5393836.000000 Penalty: 5296.805664
	Iteration 18Q: 3 clusters Score -5393836 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -5393916.000000 Penalty: 5296.805664
	Iteration 19Q: 3 clusters Score -5393916 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -5394033.000000 Penalty: 5296.805664
	Iteration 20F: 3 clusters Score -5394033 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -5394140.500000 Penalty: 5296.805664
	Iteration 21Q: 3 clusters Score -5394140 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 28250 members 
Entering Unmasked Estep 
Score: -5394245.500000 Penalty: 5296.805664
	Iteration 22Q: 3 clusters Score -5394246 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -5394352.500000 Penalty: 5296.805664
	Iteration 23Q: 3 clusters Score -5394352 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
Score: -5394466.500000 Penalty: 5296.805664
	Iteration 24Q: 3 clusters Score -5394466 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
Score: -5394606.000000 Penalty: 5296.805664
	Iteration 25Q: 3 clusters Score -5394606 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -5394760.500000 Penalty: 5296.805664
	Iteration 26Q: 3 clusters Score -5394760 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 30805 members 
Entering Unmasked Estep 
Score: -5394917.000000 Penalty: 5296.805664
	Iteration 27Q: 3 clusters Score -5394917 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 31321 members 
Entering Unmasked Estep 
Score: -5395081.000000 Penalty: 5296.805664
	Iteration 28Q: 3 clusters Score -5395081 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 31863 members 
Entering Unmasked Estep 
Score: -5395266.500000 Penalty: 5296.805664
	Iteration 29Q: 3 clusters Score -5395266 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 32429 members 
Entering Unmasked Estep 
Score: -5395458.500000 Penalty: 5296.805664
	Iteration 30Q: 3 clusters Score -5395458 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -5395655.500000 Penalty: 5296.805664
	Iteration 31Q: 3 clusters Score -5395656 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 33570 members 
Entering Unmasked Estep 
Score: -5395849.500000 Penalty: 5296.805664
	Iteration 32Q: 3 clusters Score -5395850 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -5396107.000000 Penalty: 5296.805664
	Iteration 33Q: 3 clusters Score -5396107 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 34794 members 
Entering Unmasked Estep 
Score: -5396364.500000 Penalty: 5296.805664
	Iteration 34Q: 3 clusters Score -5396364 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 35387 members 
Entering Unmasked Estep 
Score: -5396627.500000 Penalty: 5296.805664
	Iteration 35Q: 3 clusters Score -5396628 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -5396895.500000 Penalty: 5296.805664
	Iteration 36Q: 3 clusters Score -5396896 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 36447 members 
Entering Unmasked Estep 
Score: -5397080.500000 Penalty: 5296.805664
	Iteration 37Q: 3 clusters Score -5397080 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 36854 members 
Entering Unmasked Estep 
Score: -5397230.000000 Penalty: 5296.805664
	Iteration 38Q: 3 clusters Score -5397230 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 37217 members 
Entering Unmasked Estep 
Score: -5397341.500000 Penalty: 5296.805664
	Iteration 39Q: 3 clusters Score -5397342 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -5397450.000000 Penalty: 5296.805664
	Iteration 40F: 3 clusters Score -5397450 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 37899 members 
Entering Unmasked Estep 
Score: -5397572.000000 Penalty: 5296.805664
	Iteration 41Q: 3 clusters Score -5397572 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 38213 members 
Entering Unmasked Estep 
Score: -5397658.000000 Penalty: 5296.805664
	Iteration 42Q: 3 clusters Score -5397658 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 38508 members 
Entering Unmasked Estep 
Score: -5397760.000000 Penalty: 5296.805664
	Iteration 43Q: 3 clusters Score -5397760 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 38779 members 
Entering Unmasked Estep 
Score: -5397850.000000 Penalty: 5296.805664
	Iteration 44Q: 3 clusters Score -5397850 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 38998 members 
Entering Unmasked Estep 
Score: -5397883.000000 Penalty: 5296.805664
	Iteration 45Q: 3 clusters Score -5397883 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 39208 members 
Entering Unmasked Estep 
Score: -5397942.000000 Penalty: 5296.805664
	Iteration 46Q: 3 clusters Score -5397942 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 39404 members 
Entering Unmasked Estep 
Score: -5398004.000000 Penalty: 5296.805664
	Iteration 47Q: 3 clusters Score -5398004 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 39576 members 
Entering Unmasked Estep 
Score: -5398057.500000 Penalty: 5296.805664
	Iteration 48Q: 3 clusters Score -5398058 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 39723 members 
Entering Unmasked Estep 
Score: -5398086.000000 Penalty: 5296.805664
	Iteration 49Q: 3 clusters Score -5398086 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 39862 members 
Entering Unmasked Estep 
Score: -5398137.500000 Penalty: 5296.805664
	Iteration 50Q: 3 clusters Score -5398138 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 39986 members 
Entering Unmasked Estep 
Score: -5398156.500000 Penalty: 5296.805664
	Iteration 51Q: 3 clusters Score -5398156 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 40093 members 
Entering Unmasked Estep 
Score: -5398195.500000 Penalty: 5296.805664
	Iteration 52Q: 3 clusters Score -5398196 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 40203 members 
Entering Unmasked Estep 
Score: -5398237.500000 Penalty: 5296.805664
	Iteration 53Q: 3 clusters Score -5398238 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 40327 members 
Entering Unmasked Estep 
Score: -5398272.500000 Penalty: 5296.805664
	Iteration 54Q: 3 clusters Score -5398272 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 40437 members 
Entering Unmasked Estep 
Score: -5398301.500000 Penalty: 5296.805664
	Iteration 55Q: 3 clusters Score -5398302 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 40528 members 
Entering Unmasked Estep 
Score: -5398328.000000 Penalty: 5296.805664
	Iteration 56Q: 3 clusters Score -5398328 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 40600 members 
Entering Unmasked Estep 
Score: -5398345.500000 Penalty: 5296.805664
	Iteration 57Q: 3 clusters Score -5398346 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 40669 members 
Entering Unmasked Estep 
Score: -5398373.000000 Penalty: 5296.805664
	Iteration 58Q: 3 clusters Score -5398373 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 40740 members 
Entering Unmasked Estep 
Score: -5398384.500000 Penalty: 5296.805664
	Iteration 59Q: 3 clusters Score -5398384 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 40796 members 
Entering Unmasked Estep 
Score: -5398406.000000 Penalty: 5296.805664
	Iteration 60F: 3 clusters Score -5398406 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 40858 members 
Entering Unmasked Estep 
Score: -5398410.500000 Penalty: 5296.805664
	Iteration 61Q: 3 clusters Score -5398410 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 40905 members 
Entering Unmasked Estep 
Score: -5398425.500000 Penalty: 5296.805664
	Iteration 62Q: 3 clusters Score -5398426 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 40958 members 
Entering Unmasked Estep 
Score: -5398440.000000 Penalty: 5296.805664
	Iteration 63Q: 3 clusters Score -5398440 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -5398452.500000 Penalty: 5296.805664
	Iteration 64Q: 3 clusters Score -5398452 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 41069 members 
Entering Unmasked Estep 
Score: -5398480.000000 Penalty: 5296.805664
	Iteration 65Q: 3 clusters Score -5398480 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 41116 members 
Entering Unmasked Estep 
Score: -5398492.500000 Penalty: 5296.805664
	Iteration 66Q: 3 clusters Score -5398492 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 41157 members 
Entering Unmasked Estep 
Score: -5398511.000000 Penalty: 5296.805664
	Iteration 67Q: 3 clusters Score -5398511 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -5398533.000000 Penalty: 5296.805664
	Iteration 68Q: 3 clusters Score -5398533 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 41223 members 
Entering Unmasked Estep 
Score: -5398528.500000 Penalty: 5296.805664
	Iteration 69Q: 3 clusters Score -5398528 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 41242 members 
Entering Unmasked Estep 
Score: -5398540.000000 Penalty: 5296.805664
	Iteration 70Q: 3 clusters Score -5398540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 41260 members 
Entering Unmasked Estep 
Score: -5398550.000000 Penalty: 5296.805664
	Iteration 71Q: 3 clusters Score -5398550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
Score: -5398556.500000 Penalty: 5296.805664
	Iteration 72Q: 3 clusters Score -5398556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 41289 members 
Entering Unmasked Estep 
Score: -5398564.000000 Penalty: 5296.805664
	Iteration 73Q: 3 clusters Score -5398564 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 41308 members 
Entering Unmasked Estep 
Score: -5398569.000000 Penalty: 5296.805664
	Iteration 74Q: 3 clusters Score -5398569 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 41331 members 
Entering Unmasked Estep 
Score: -5398572.500000 Penalty: 5296.805664
	Iteration 75Q: 3 clusters Score -5398572 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 41356 members 
Entering Unmasked Estep 
Score: -5398580.000000 Penalty: 5296.805664
	Iteration 76Q: 3 clusters Score -5398580 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 41375 members 
Entering Unmasked Estep 
Score: -5398585.000000 Penalty: 5296.805664
	Iteration 77Q: 3 clusters Score -5398585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 41386 members 
Entering Unmasked Estep 
Score: -5398595.500000 Penalty: 5296.805664
	Iteration 78Q: 3 clusters Score -5398596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 41409 members 
Entering Unmasked Estep 
Score: -5398611.500000 Penalty: 5296.805664
	Iteration 79Q: 3 clusters Score -5398612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 41425 members 
Entering Unmasked Estep 
Score: -5398612.000000 Penalty: 5296.805664
	Iteration 80F: 3 clusters Score -5398612 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -5398626.000000 Penalty: 5296.805664
	Iteration 81Q: 3 clusters Score -5398626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 41462 members 
Entering Unmasked Estep 
Score: -5398623.500000 Penalty: 5296.805664
	Iteration 82Q: 3 clusters Score -5398624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 41469 members 
Entering Unmasked Estep 
Score: -5398617.500000 Penalty: 5296.805664
	Iteration 83Q: 3 clusters Score -5398618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 41483 members 
Entering Unmasked Estep 
Score: -5398630.000000 Penalty: 5296.805664
	Iteration 84Q: 3 clusters Score -5398630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 41496 members 
Entering Unmasked Estep 
Score: -5398616.500000 Penalty: 5296.805664
	Iteration 85Q: 3 clusters Score -5398616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 41502 members 
Entering Unmasked Estep 
Score: -5398615.500000 Penalty: 5296.805664
	Iteration 86Q: 3 clusters Score -5398616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 41506 members 
Entering Unmasked Estep 
Score: -5398614.500000 Penalty: 5296.805664
	Iteration 87Q: 3 clusters Score -5398614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 41513 members 
Entering Unmasked Estep 
Score: -5398614.500000 Penalty: 5296.805664
	Iteration 88Q: 3 clusters Score -5398614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 41522 members 
Entering Unmasked Estep 
Score: -5398620.500000 Penalty: 5296.805664
	Iteration 89Q: 3 clusters Score -5398620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 41529 members 
Entering Unmasked Estep 
Score: -5398621.000000 Penalty: 5296.805664
	Iteration 90Q: 3 clusters Score -5398621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 41535 members 
Entering Unmasked Estep 
Score: -5398626.000000 Penalty: 5296.805664
	Iteration 91Q: 3 clusters Score -5398626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 41537 members 
Entering Unmasked Estep 
Score: -5398625.500000 Penalty: 5296.805664
	Iteration 92Q: 3 clusters Score -5398626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 41539 members 
Entering Unmasked Estep 
Score: -5398628.500000 Penalty: 5296.805664
	Iteration 93Q: 3 clusters Score -5398628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 41541 members 
Entering Unmasked Estep 
Score: -5398630.000000 Penalty: 5296.805664
	Iteration 94Q: 3 clusters Score -5398630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 41541 members 
Entering Unmasked Estep 
Score: -5398630.000000 Penalty: 5296.805664
	Iteration 95F: 3 clusters Score -5398630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Entering Unmasked Estep 
Score: -271998.218750 Penalty: 1967.225830
	Iteration 0F: 2 clusters Score -271998.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -269182.875000 Penalty: 3934.451660
	Iteration 0F: 3 clusters Score -269182.9 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -271970.093750 Penalty: 3934.451660
	Iteration 1F: 3 clusters Score -271970.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -273027.781250 Penalty: 3934.451660
	Iteration 2F: 3 clusters Score -273027.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -273711.437500 Penalty: 3934.451660
	Iteration 3F: 3 clusters Score -273711.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -274185.875000 Penalty: 3934.451660
	Iteration 4F: 3 clusters Score -274185.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -274669.500000 Penalty: 3934.451660
	Iteration 5Q: 3 clusters Score -274669.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -274874.718750 Penalty: 3934.451660
	Iteration 6Q: 3 clusters Score -274874.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -275025.281250 Penalty: 3934.451660
	Iteration 7Q: 3 clusters Score -275025.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -275216.031250 Penalty: 3934.451660
	Iteration 8Q: 3 clusters Score -275216 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -275468.250000 Penalty: 3934.451660
	Iteration 9Q: 3 clusters Score -275468.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -275749.000000 Penalty: 3934.451660
	Iteration 10Q: 3 clusters Score -275749 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -275991.281250 Penalty: 3934.451660
	Iteration 11Q: 3 clusters Score -275991.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -276267.437500 Penalty: 3934.451660
	Iteration 12Q: 3 clusters Score -276267.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -276416.687500 Penalty: 3934.451660
	Iteration 13Q: 3 clusters Score -276416.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -276564.781250 Penalty: 3934.451660
	Iteration 14Q: 3 clusters Score -276564.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -276636.937500 Penalty: 3934.451660
	Iteration 15Q: 3 clusters Score -276636.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -276762.718750 Penalty: 3934.451660
	Iteration 16Q: 3 clusters Score -276762.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -276849.406250 Penalty: 3934.451660
	Iteration 17Q: 3 clusters Score -276849.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -276948.906250 Penalty: 3934.451660
	Iteration 18Q: 3 clusters Score -276948.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -277047.000000 Penalty: 3934.451660
	Iteration 19Q: 3 clusters Score -277047 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -277529.375000 Penalty: 3934.451660
	Iteration 20F: 3 clusters Score -277529.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -278298.406250 Penalty: 3934.451660
	Iteration 21Q: 3 clusters Score -278298.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -278479.062500 Penalty: 3934.451660
	Iteration 22Q: 3 clusters Score -278479.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -278652.500000 Penalty: 3934.451660
	Iteration 23Q: 3 clusters Score -278652.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -278718.906250 Penalty: 3934.451660
	Iteration 24Q: 3 clusters Score -278718.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -278745.218750 Penalty: 3934.451660
	Iteration 25Q: 3 clusters Score -278745.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -278768.687500 Penalty: 3934.451660
	Iteration 26Q: 3 clusters Score -278768.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -278778.406250 Penalty: 3934.451660
	Iteration 27Q: 3 clusters Score -278778.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -278781.500000 Penalty: 3934.451660
	Iteration 28Q: 3 clusters Score -278781.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -278781.250000 Penalty: 3934.451660
	Iteration 29Q: 3 clusters Score -278781.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -278783.437500 Penalty: 3934.451660
	Iteration 30F: 3 clusters Score -278783.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -278784.687500 Penalty: 3934.451660
	Iteration 31Q: 3 clusters Score -278784.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -278784.687500 Penalty: 3934.451660
	Iteration 32F: 3 clusters Score -278784.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 56768 members 
Mstep: Class 2 contains 161812 members 
Mstep: Class 3 contains 9654 members 
Mstep: Class 4 contains 242536 members 
Mstep: Class 5 contains 43436 members 
Mstep: Class 6 contains 723 members 
Mstep: Class 7 contains 280895 members 
Mstep: Class 8 contains 32361 members 
Mstep: Class 9 contains 121228 members 
Mstep: Class 10 contains 230247 members 
Mstep: Class 11 contains 43853 members 
Mstep: Class 12 contains 19689 members 
Mstep: Class 13 contains 24879 members 
Mstep: Class 14 contains 8610 members 
Mstep: Class 15 contains 8478 members 
Mstep: Class 16 contains 63151 members 
Mstep: Class 17 contains 92521 members 
Mstep: Class 18 contains 30608 members 
Mstep: Class 19 contains 15289 members 
Mstep: Class 20 contains 10953 members 
Mstep: Class 21 contains 434951 members 
Mstep: Class 22 contains 55379 members 
Mstep: Class 23 contains 2063 members 
Entering Unmasked Estep 
Score: -235149856.000000 Penalty: 82729.265625
Splitting cluster 6 changes total score from -235136752.000000 to -235149856.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (280895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280895 members 
Entering Unmasked Estep 
Score: -34135984.000000 Penalty: 3111.342529
	Iteration 0F: 2 clusters Score -3.413598e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140727 members 
Mstep: Class 2 contains 140168 members 
Entering Unmasked Estep 
Score: -33966752.000000 Penalty: 6222.685059
	Iteration 0F: 3 clusters Score -3.396675e+07 nChanged 135987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144248 members 
Mstep: Class 2 contains 136647 members 
Entering Unmasked Estep 
Score: -34048556.000000 Penalty: 6222.685059
	Iteration 1F: 3 clusters Score -3.404856e+07 nChanged 9151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145077 members 
Mstep: Class 2 contains 135818 members 
Entering Unmasked Estep 
Score: -34051896.000000 Penalty: 6222.685059
	Iteration 2Q: 3 clusters Score -3.40519e+07 nChanged 10769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145532 members 
Mstep: Class 2 contains 135363 members 
Entering Unmasked Estep 
Score: -34056080.000000 Penalty: 6222.685059
	Iteration 3Q: 3 clusters Score -3.405608e+07 nChanged 12720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145384 members 
Mstep: Class 2 contains 135511 members 
Entering Unmasked Estep 
Score: -34062244.000000 Penalty: 6222.685059
	Iteration 4Q: 3 clusters Score -3.406224e+07 nChanged 14445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144199 members 
Mstep: Class 2 contains 136696 members 
Entering Unmasked Estep 
Score: -34068696.000000 Penalty: 6222.685059
	Iteration 5F: 3 clusters Score -3.40687e+07 nChanged 15580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142151 members 
Mstep: Class 2 contains 138744 members 
Entering Unmasked Estep 
Score: -34075860.000000 Penalty: 6222.685059
	Iteration 6F: 3 clusters Score -3.407586e+07 nChanged 15271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139488 members 
Mstep: Class 2 contains 141407 members 
Entering Unmasked Estep 
Score: -34082444.000000 Penalty: 6222.685059
	Iteration 7F: 3 clusters Score -3.408244e+07 nChanged 13828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136590 members 
Mstep: Class 2 contains 144305 members 
Entering Unmasked Estep 
Score: -34088268.000000 Penalty: 6222.685059
	Iteration 8Q: 3 clusters Score -3.408827e+07 nChanged 12308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133184 members 
Mstep: Class 2 contains 147711 members 
Entering Unmasked Estep 
Score: -34093168.000000 Penalty: 6222.685059
	Iteration 9Q: 3 clusters Score -3.409317e+07 nChanged 11077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129137 members 
Mstep: Class 2 contains 151758 members 
Entering Unmasked Estep 
Score: -34098388.000000 Penalty: 6222.685059
	Iteration 10Q: 3 clusters Score -3.409839e+07 nChanged 10620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123843 members 
Mstep: Class 2 contains 157052 members 
Entering Unmasked Estep 
Score: -34103948.000000 Penalty: 6222.685059
	Iteration 11Q: 3 clusters Score -3.410395e+07 nChanged 10691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117264 members 
Mstep: Class 2 contains 163631 members 
Entering Unmasked Estep 
Score: -34111036.000000 Penalty: 6222.685059
	Iteration 12Q: 3 clusters Score -3.411104e+07 nChanged 9877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109985 members 
Mstep: Class 2 contains 170910 members 
Entering Unmasked Estep 
Score: -34116328.000000 Penalty: 6222.685059
	Iteration 13Q: 3 clusters Score -3.411633e+07 nChanged 8607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102164 members 
Mstep: Class 2 contains 178731 members 
Entering Unmasked Estep 
Score: -34120428.000000 Penalty: 6222.685059
	Iteration 14Q: 3 clusters Score -3.412043e+07 nChanged 8235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94029 members 
Mstep: Class 2 contains 186866 members 
Entering Unmasked Estep 
Score: -34123412.000000 Penalty: 6222.685059
	Iteration 15Q: 3 clusters Score -3.412341e+07 nChanged 7946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86113 members 
Mstep: Class 2 contains 194782 members 
Entering Unmasked Estep 
Score: -34126304.000000 Penalty: 6222.685059
	Iteration 16Q: 3 clusters Score -3.41263e+07 nChanged 7643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78544 members 
Mstep: Class 2 contains 202351 members 
Entering Unmasked Estep 
Score: -34128816.000000 Penalty: 6222.685059
	Iteration 17Q: 3 clusters Score -3.412882e+07 nChanged 6780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72016 members 
Mstep: Class 2 contains 208879 members 
Entering Unmasked Estep 
Score: -34130356.000000 Penalty: 6222.685059
	Iteration 18Q: 3 clusters Score -3.413036e+07 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66380 members 
Mstep: Class 2 contains 214515 members 
Entering Unmasked Estep 
Score: -34131324.000000 Penalty: 6222.685059
	Iteration 19Q: 3 clusters Score -3.413132e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61809 members 
Mstep: Class 2 contains 219086 members 
Entering Unmasked Estep 
Score: -34131808.000000 Penalty: 6222.685059
	Iteration 20F: 3 clusters Score -3.413181e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57780 members 
Mstep: Class 2 contains 223115 members 
Entering Unmasked Estep 
Score: -34132248.000000 Penalty: 6222.685059
	Iteration 21Q: 3 clusters Score -3.413225e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54221 members 
Mstep: Class 2 contains 226674 members 
Entering Unmasked Estep 
Score: -34132520.000000 Penalty: 6222.685059
	Iteration 22Q: 3 clusters Score -3.413252e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50891 members 
Mstep: Class 2 contains 230004 members 
Entering Unmasked Estep 
Score: -34132840.000000 Penalty: 6222.685059
	Iteration 23Q: 3 clusters Score -3.413284e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47922 members 
Mstep: Class 2 contains 232973 members 
Entering Unmasked Estep 
Score: -34133024.000000 Penalty: 6222.685059
	Iteration 24Q: 3 clusters Score -3.413302e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45278 members 
Mstep: Class 2 contains 235617 members 
Entering Unmasked Estep 
Score: -34133052.000000 Penalty: 6222.685059
	Iteration 25Q: 3 clusters Score -3.413305e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42849 members 
Mstep: Class 2 contains 238046 members 
Entering Unmasked Estep 
Score: -34133532.000000 Penalty: 6222.685059
	Iteration 26Q: 3 clusters Score -3.413353e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40641 members 
Mstep: Class 2 contains 240254 members 
Entering Unmasked Estep 
Score: -34133616.000000 Penalty: 6222.685059
	Iteration 27Q: 3 clusters Score -3.413362e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38567 members 
Mstep: Class 2 contains 242328 members 
Entering Unmasked Estep 
Score: -34133852.000000 Penalty: 6222.685059
	Iteration 28Q: 3 clusters Score -3.413385e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36647 members 
Mstep: Class 2 contains 244248 members 
Entering Unmasked Estep 
Score: -34134300.000000 Penalty: 6222.685059
	Iteration 29Q: 3 clusters Score -3.41343e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34805 members 
Mstep: Class 2 contains 246090 members 
Entering Unmasked Estep 
Score: -34134360.000000 Penalty: 6222.685059
	Iteration 30Q: 3 clusters Score -3.413436e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 247761 members 
Entering Unmasked Estep 
Score: -34134632.000000 Penalty: 6222.685059
	Iteration 31Q: 3 clusters Score -3.413463e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31609 members 
Mstep: Class 2 contains 249286 members 
Entering Unmasked Estep 
Score: -34134872.000000 Penalty: 6222.685059
	Iteration 32Q: 3 clusters Score -3.413487e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 250699 members 
Entering Unmasked Estep 
Score: -34135068.000000 Penalty: 6222.685059
	Iteration 33Q: 3 clusters Score -3.413507e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 251982 members 
Entering Unmasked Estep 
Score: -34135232.000000 Penalty: 6222.685059
	Iteration 34Q: 3 clusters Score -3.413523e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 253171 members 
Entering Unmasked Estep 
Score: -34135348.000000 Penalty: 6222.685059
	Iteration 35Q: 3 clusters Score -3.413535e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 254304 members 
Entering Unmasked Estep 
Score: -34135472.000000 Penalty: 6222.685059
	Iteration 36Q: 3 clusters Score -3.413547e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 255295 members 
Entering Unmasked Estep 
Score: -34135560.000000 Penalty: 6222.685059
	Iteration 37Q: 3 clusters Score -3.413556e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 256268 members 
Entering Unmasked Estep 
Score: -34135704.000000 Penalty: 6222.685059
	Iteration 38Q: 3 clusters Score -3.41357e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 257144 members 
Entering Unmasked Estep 
Score: -34135900.000000 Penalty: 6222.685059
	Iteration 39Q: 3 clusters Score -3.41359e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 258018 members 
Entering Unmasked Estep 
Score: -34135936.000000 Penalty: 6222.685059
	Iteration 40F: 3 clusters Score -3.413594e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 258813 members 
Entering Unmasked Estep 
Score: -34136096.000000 Penalty: 6222.685059
	Iteration 41Q: 3 clusters Score -3.41361e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 259571 members 
Entering Unmasked Estep 
Score: -34136240.000000 Penalty: 6222.685059
	Iteration 42Q: 3 clusters Score -3.413624e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 260300 members 
Entering Unmasked Estep 
Score: -34136232.000000 Penalty: 6222.685059
	Iteration 43Q: 3 clusters Score -3.413623e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 260997 members 
Entering Unmasked Estep 
Score: -34136332.000000 Penalty: 6222.685059
	Iteration 44Q: 3 clusters Score -3.413633e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 261646 members 
Entering Unmasked Estep 
Score: -34136408.000000 Penalty: 6222.685059
	Iteration 45Q: 3 clusters Score -3.413641e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 262258 members 
Entering Unmasked Estep 
Score: -34136460.000000 Penalty: 6222.685059
	Iteration 46Q: 3 clusters Score -3.413646e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 262812 members 
Entering Unmasked Estep 
Score: -34136476.000000 Penalty: 6222.685059
	Iteration 47Q: 3 clusters Score -3.413648e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 263304 members 
Entering Unmasked Estep 
Score: -34136544.000000 Penalty: 6222.685059
	Iteration 48Q: 3 clusters Score -3.413654e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 263754 members 
Entering Unmasked Estep 
Score: -34136572.000000 Penalty: 6222.685059
	Iteration 49Q: 3 clusters Score -3.413657e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 264181 members 
Entering Unmasked Estep 
Score: -34136612.000000 Penalty: 6222.685059
	Iteration 50Q: 3 clusters Score -3.413661e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 264585 members 
Entering Unmasked Estep 
Score: -34136592.000000 Penalty: 6222.685059
	Iteration 51Q: 3 clusters Score -3.413659e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 264950 members 
Entering Unmasked Estep 
Score: -34136532.000000 Penalty: 6222.685059
	Iteration 52Q: 3 clusters Score -3.413653e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 265247 members 
Entering Unmasked Estep 
Score: -34136512.000000 Penalty: 6222.685059
	Iteration 53Q: 3 clusters Score -3.413651e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 265513 members 
Entering Unmasked Estep 
Score: -34136536.000000 Penalty: 6222.685059
	Iteration 54Q: 3 clusters Score -3.413654e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 265762 members 
Entering Unmasked Estep 
Score: -34136580.000000 Penalty: 6222.685059
	Iteration 55Q: 3 clusters Score -3.413658e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 265998 members 
Entering Unmasked Estep 
Score: -34136584.000000 Penalty: 6222.685059
	Iteration 56Q: 3 clusters Score -3.413658e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 266213 members 
Entering Unmasked Estep 
Score: -34136556.000000 Penalty: 6222.685059
	Iteration 57Q: 3 clusters Score -3.413656e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 266400 members 
Entering Unmasked Estep 
Score: -34136576.000000 Penalty: 6222.685059
	Iteration 58Q: 3 clusters Score -3.413658e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 266589 members 
Entering Unmasked Estep 
Score: -34136628.000000 Penalty: 6222.685059
	Iteration 59Q: 3 clusters Score -3.413663e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 266769 members 
Entering Unmasked Estep 
Score: -34136644.000000 Penalty: 6222.685059
	Iteration 60F: 3 clusters Score -3.413664e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 266940 members 
Entering Unmasked Estep 
Score: -34136656.000000 Penalty: 6222.685059
	Iteration 61Q: 3 clusters Score -3.413666e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 267100 members 
Entering Unmasked Estep 
Score: -34136684.000000 Penalty: 6222.685059
	Iteration 62Q: 3 clusters Score -3.413668e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 267243 members 
Entering Unmasked Estep 
Score: -34136688.000000 Penalty: 6222.685059
	Iteration 63Q: 3 clusters Score -3.413669e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 267368 members 
Entering Unmasked Estep 
Score: -34136700.000000 Penalty: 6222.685059
	Iteration 64Q: 3 clusters Score -3.41367e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 267495 members 
Entering Unmasked Estep 
Score: -34136652.000000 Penalty: 6222.685059
	Iteration 65Q: 3 clusters Score -3.413665e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 267627 members 
Entering Unmasked Estep 
Score: -34136640.000000 Penalty: 6222.685059
	Iteration 66Q: 3 clusters Score -3.413664e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 267738 members 
Entering Unmasked Estep 
Score: -34136632.000000 Penalty: 6222.685059
	Iteration 67Q: 3 clusters Score -3.413663e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 267840 members 
Entering Unmasked Estep 
Score: -34136616.000000 Penalty: 6222.685059
	Iteration 68Q: 3 clusters Score -3.413662e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 267939 members 
Entering Unmasked Estep 
Score: -34136632.000000 Penalty: 6222.685059
	Iteration 69Q: 3 clusters Score -3.413663e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 268035 members 
Entering Unmasked Estep 
Score: -34136560.000000 Penalty: 6222.685059
	Iteration 70Q: 3 clusters Score -3.413656e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 268115 members 
Entering Unmasked Estep 
Score: -34136548.000000 Penalty: 6222.685059
	Iteration 71Q: 3 clusters Score -3.413655e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 268182 members 
Entering Unmasked Estep 
Score: -34136524.000000 Penalty: 6222.685059
	Iteration 72Q: 3 clusters Score -3.413652e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 268232 members 
Entering Unmasked Estep 
Score: -34136540.000000 Penalty: 6222.685059
	Iteration 73Q: 3 clusters Score -3.413654e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 268276 members 
Entering Unmasked Estep 
Score: -34136520.000000 Penalty: 6222.685059
	Iteration 74Q: 3 clusters Score -3.413652e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 268305 members 
Entering Unmasked Estep 
Score: -34136528.000000 Penalty: 6222.685059
	Iteration 75Q: 3 clusters Score -3.413653e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 268336 members 
Entering Unmasked Estep 
Score: -34136544.000000 Penalty: 6222.685059
	Iteration 76Q: 3 clusters Score -3.413654e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 268361 members 
Entering Unmasked Estep 
Score: -34136556.000000 Penalty: 6222.685059
	Iteration 77Q: 3 clusters Score -3.413656e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 268383 members 
Entering Unmasked Estep 
Score: -34136548.000000 Penalty: 6222.685059
	Iteration 78Q: 3 clusters Score -3.413655e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 268398 members 
Entering Unmasked Estep 
Score: -34136544.000000 Penalty: 6222.685059
	Iteration 79Q: 3 clusters Score -3.413654e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 268417 members 
Entering Unmasked Estep 
Score: -34136572.000000 Penalty: 6222.685059
	Iteration 80F: 3 clusters Score -3.413657e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 268436 members 
Entering Unmasked Estep 
Score: -34136572.000000 Penalty: 6222.685059
	Iteration 81Q: 3 clusters Score -3.413657e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 268455 members 
Entering Unmasked Estep 
Score: -34136572.000000 Penalty: 6222.685059
	Iteration 82Q: 3 clusters Score -3.413657e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 268462 members 
Entering Unmasked Estep 
Score: -34136548.000000 Penalty: 6222.685059
	Iteration 83Q: 3 clusters Score -3.413655e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 268465 members 
Entering Unmasked Estep 
Score: -34136568.000000 Penalty: 6222.685059
	Iteration 84Q: 3 clusters Score -3.413657e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 268469 members 
Entering Unmasked Estep 
Score: -34136564.000000 Penalty: 6222.685059
	Iteration 85Q: 3 clusters Score -3.413656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 268472 members 
Entering Unmasked Estep 
Score: -34136564.000000 Penalty: 6222.685059
	Iteration 86Q: 3 clusters Score -3.413656e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 268477 members 
Entering Unmasked Estep 
Score: -34136576.000000 Penalty: 6222.685059
	Iteration 87Q: 3 clusters Score -3.413658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 268480 members 
Entering Unmasked Estep 
Score: -34136564.000000 Penalty: 6222.685059
	Iteration 88Q: 3 clusters Score -3.413656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 268482 members 
Entering Unmasked Estep 
Score: -34136560.000000 Penalty: 6222.685059
	Iteration 89Q: 3 clusters Score -3.413656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 268485 members 
Entering Unmasked Estep 
Score: -34136584.000000 Penalty: 6222.685059
	Iteration 90Q: 3 clusters Score -3.413658e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 268489 members 
Entering Unmasked Estep 
Score: -34136592.000000 Penalty: 6222.685059
	Iteration 91Q: 3 clusters Score -3.413659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 268491 members 
Entering Unmasked Estep 
Score: -34136580.000000 Penalty: 6222.685059
	Iteration 92Q: 3 clusters Score -3.413658e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 268495 members 
Entering Unmasked Estep 
Score: -34136556.000000 Penalty: 6222.685059
	Iteration 93Q: 3 clusters Score -3.413656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 268497 members 
Entering Unmasked Estep 
Score: -34136576.000000 Penalty: 6222.685059
	Iteration 94Q: 3 clusters Score -3.413658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 268499 members 
Entering Unmasked Estep 
Score: -34136572.000000 Penalty: 6222.685059
	Iteration 95Q: 3 clusters Score -3.413657e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 268501 members 
Entering Unmasked Estep 
Score: -34136552.000000 Penalty: 6222.685059
	Iteration 96Q: 3 clusters Score -3.413655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 268502 members 
Entering Unmasked Estep 
Score: -34136568.000000 Penalty: 6222.685059
	Iteration 97Q: 3 clusters Score -3.413657e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 268503 members 
Entering Unmasked Estep 
Score: -34136552.000000 Penalty: 6222.685059
	Iteration 98Q: 3 clusters Score -3.413655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 268504 members 
Entering Unmasked Estep 
Score: -34136552.000000 Penalty: 6222.685059
	Iteration 99Q: 3 clusters Score -3.413655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 268506 members 
Entering Unmasked Estep 
Score: -34136576.000000 Penalty: 6222.685059
	Iteration 100F: 3 clusters Score -3.413658e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 268510 members 
Entering Unmasked Estep 
Score: -34136564.000000 Penalty: 6222.685059
	Iteration 101Q: 3 clusters Score -3.413656e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 268516 members 
Entering Unmasked Estep 
Score: -34136580.000000 Penalty: 6222.685059
	Iteration 102Q: 3 clusters Score -3.413658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 268521 members 
Entering Unmasked Estep 
Score: -34136572.000000 Penalty: 6222.685059
	Iteration 103Q: 3 clusters Score -3.413657e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 268530 members 
Entering Unmasked Estep 
Score: -34136556.000000 Penalty: 6222.685059
	Iteration 104Q: 3 clusters Score -3.413656e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 268539 members 
Entering Unmasked Estep 
Score: -34136568.000000 Penalty: 6222.685059
	Iteration 105Q: 3 clusters Score -3.413657e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 268544 members 
Entering Unmasked Estep 
Score: -34136528.000000 Penalty: 6222.685059
	Iteration 106Q: 3 clusters Score -3.413653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 268548 members 
Entering Unmasked Estep 
Score: -34136540.000000 Penalty: 6222.685059
	Iteration 107Q: 3 clusters Score -3.413654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 268550 members 
Entering Unmasked Estep 
Score: -34136540.000000 Penalty: 6222.685059
	Iteration 108Q: 3 clusters Score -3.413654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 268554 members 
Entering Unmasked Estep 
Score: -34136556.000000 Penalty: 6222.685059
	Iteration 109Q: 3 clusters Score -3.413656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 268557 members 
Entering Unmasked Estep 
Score: -34136552.000000 Penalty: 6222.685059
	Iteration 110Q: 3 clusters Score -3.413655e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 268561 members 
Entering Unmasked Estep 
Score: -34136552.000000 Penalty: 6222.685059
	Iteration 111Q: 3 clusters Score -3.413655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 268563 members 
Entering Unmasked Estep 
Score: -34136556.000000 Penalty: 6222.685059
	Iteration 112Q: 3 clusters Score -3.413656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 268566 members 
Entering Unmasked Estep 
Score: -34136568.000000 Penalty: 6222.685059
	Iteration 113Q: 3 clusters Score -3.413657e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 268569 members 
Entering Unmasked Estep 
Score: -34136548.000000 Penalty: 6222.685059
	Iteration 114Q: 3 clusters Score -3.413655e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 268573 members 
Entering Unmasked Estep 
Score: -34136556.000000 Penalty: 6222.685059
	Iteration 115Q: 3 clusters Score -3.413656e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 268578 members 
Entering Unmasked Estep 
Score: -34136564.000000 Penalty: 6222.685059
	Iteration 116Q: 3 clusters Score -3.413656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 268582 members 
Entering Unmasked Estep 
Score: -34136544.000000 Penalty: 6222.685059
	Iteration 117Q: 3 clusters Score -3.413654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 268585 members 
Entering Unmasked Estep 
Score: -34136540.000000 Penalty: 6222.685059
	Iteration 118Q: 3 clusters Score -3.413654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 268589 members 
Entering Unmasked Estep 
Score: -34136524.000000 Penalty: 6222.685059
	Iteration 119Q: 3 clusters Score -3.413652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 268590 members 
Entering Unmasked Estep 
Score: -34136544.000000 Penalty: 6222.685059
	Iteration 120F: 3 clusters Score -3.413654e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 268591 members 
Entering Unmasked Estep 
Score: -34136536.000000 Penalty: 6222.685059
	Iteration 121Q: 3 clusters Score -3.413654e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 268591 members 
Entering Unmasked Estep 
Score: -34136536.000000 Penalty: 6222.685059
	Iteration 122F: 3 clusters Score -3.413654e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 56768 members 
Mstep: Class 2 contains 161812 members 
Mstep: Class 3 contains 9654 members 
Mstep: Class 4 contains 242536 members 
Mstep: Class 5 contains 43436 members 
Mstep: Class 6 contains 723 members 
Mstep: Class 7 contains 12304 members 
Mstep: Class 8 contains 32361 members 
Mstep: Class 9 contains 121228 members 
Mstep: Class 10 contains 230247 members 
Mstep: Class 11 contains 43853 members 
Mstep: Class 12 contains 19689 members 
Mstep: Class 13 contains 24879 members 
Mstep: Class 14 contains 8610 members 
Mstep: Class 15 contains 8478 members 
Mstep: Class 16 contains 63151 members 
Mstep: Class 17 contains 92521 members 
Mstep: Class 18 contains 30608 members 
Mstep: Class 19 contains 15289 members 
Mstep: Class 20 contains 10953 members 
Mstep: Class 21 contains 434951 members 
Mstep: Class 22 contains 55379 members 
Mstep: Class 23 contains 2063 members 
Mstep: Class 24 contains 268591 members 
Entering Unmasked Estep 
Score: -235150304.000000 Penalty: 86326.187500
Splitting cluster 7 changes total score from -235136752.000000 to -235150304.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 8 (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: -3853525.750000 Penalty: 2575.407959
	Iteration 0F: 2 clusters Score -3853526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -3831416.750000 Penalty: 5150.815918
	Iteration 0F: 3 clusters Score -3831417 nChanged 14700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -3839715.750000 Penalty: 5150.815918
	Iteration 1F: 3 clusters Score -3839716 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -3840655.000000 Penalty: 5150.815918
	Iteration 2F: 3 clusters Score -3840655 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -3841772.750000 Penalty: 5150.815918
	Iteration 3F: 3 clusters Score -3841773 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -3843080.000000 Penalty: 5150.815918
	Iteration 4F: 3 clusters Score -3843080 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -3844593.500000 Penalty: 5150.815918
	Iteration 5F: 3 clusters Score -3844594 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -3846105.250000 Penalty: 5150.815918
	Iteration 6F: 3 clusters Score -3846105 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -3847534.250000 Penalty: 5150.815918
	Iteration 7F: 3 clusters Score -3847534 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -3848729.500000 Penalty: 5150.815918
	Iteration 8F: 3 clusters Score -3848730 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -3849650.250000 Penalty: 5150.815918
	Iteration 9Q: 3 clusters Score -3849650 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -3850371.000000 Penalty: 5150.815918
	Iteration 10Q: 3 clusters Score -3850371 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -3850957.000000 Penalty: 5150.815918
	Iteration 11Q: 3 clusters Score -3850957 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -3851417.250000 Penalty: 5150.815918
	Iteration 12Q: 3 clusters Score -3851417 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -3851775.250000 Penalty: 5150.815918
	Iteration 13Q: 3 clusters Score -3851775 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -3852094.750000 Penalty: 5150.815918
	Iteration 14Q: 3 clusters Score -3852095 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -3852400.500000 Penalty: 5150.815918
	Iteration 15Q: 3 clusters Score -3852400 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -3852745.500000 Penalty: 5150.815918
	Iteration 16Q: 3 clusters Score -3852746 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -3853094.750000 Penalty: 5150.815918
	Iteration 17Q: 3 clusters Score -3853095 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -3853304.000000 Penalty: 5150.815918
	Iteration 18Q: 3 clusters Score -3853304 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -3853442.750000 Penalty: 5150.815918
	Iteration 19Q: 3 clusters Score -3853443 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -3853536.000000 Penalty: 5150.815918
	Iteration 20F: 3 clusters Score -3853536 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -3853575.750000 Penalty: 5150.815918
	Iteration 21Q: 3 clusters Score -3853576 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -3853600.000000 Penalty: 5150.815918
	Iteration 22Q: 3 clusters Score -3853600 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -3853627.000000 Penalty: 5150.815918
	Iteration 23Q: 3 clusters Score -3853627 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -3853652.000000 Penalty: 5150.815918
	Iteration 24Q: 3 clusters Score -3853652 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -3853659.000000 Penalty: 5150.815918
	Iteration 25Q: 3 clusters Score -3853659 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -3853667.750000 Penalty: 5150.815918
	Iteration 26Q: 3 clusters Score -3853668 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -3853671.500000 Penalty: 5150.815918
	Iteration 27Q: 3 clusters Score -3853672 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -3853667.750000 Penalty: 5150.815918
	Iteration 28Q: 3 clusters Score -3853668 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -3853663.500000 Penalty: 5150.815918
	Iteration 29Q: 3 clusters Score -3853664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -3853662.500000 Penalty: 5150.815918
	Iteration 30Q: 3 clusters Score -3853662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -3853667.000000 Penalty: 5150.815918
	Iteration 31Q: 3 clusters Score -3853667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -3853671.750000 Penalty: 5150.815918
	Iteration 32Q: 3 clusters Score -3853672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -3853669.500000 Penalty: 5150.815918
	Iteration 33Q: 3 clusters Score -3853670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -3853679.500000 Penalty: 5150.815918
	Iteration 34Q: 3 clusters Score -3853680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -3853687.000000 Penalty: 5150.815918
	Iteration 35Q: 3 clusters Score -3853687 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -3853690.000000 Penalty: 5150.815918
	Iteration 36Q: 3 clusters Score -3853690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -3853690.500000 Penalty: 5150.815918
	Iteration 37Q: 3 clusters Score -3853690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -3853696.500000 Penalty: 5150.815918
	Iteration 38Q: 3 clusters Score -3853696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -3853708.000000 Penalty: 5150.815918
	Iteration 39Q: 3 clusters Score -3853708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -3853702.500000 Penalty: 5150.815918
	Iteration 40F: 3 clusters Score -3853702 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -3853715.000000 Penalty: 5150.815918
	Iteration 41Q: 3 clusters Score -3853715 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -3853719.750000 Penalty: 5150.815918
	Iteration 42Q: 3 clusters Score -3853720 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -3853717.000000 Penalty: 5150.815918
	Iteration 43Q: 3 clusters Score -3853717 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -3853725.750000 Penalty: 5150.815918
	Iteration 44Q: 3 clusters Score -3853726 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -3853721.750000 Penalty: 5150.815918
	Iteration 45Q: 3 clusters Score -3853722 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -3853729.000000 Penalty: 5150.815918
	Iteration 46Q: 3 clusters Score -3853729 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -3853723.500000 Penalty: 5150.815918
	Iteration 47Q: 3 clusters Score -3853724 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -3853725.500000 Penalty: 5150.815918
	Iteration 48Q: 3 clusters Score -3853726 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -3853724.750000 Penalty: 5150.815918
	Iteration 49Q: 3 clusters Score -3853725 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -3853724.750000 Penalty: 5150.815918
	Iteration 50Q: 3 clusters Score -3853725 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -3853733.750000 Penalty: 5150.815918
	Iteration 51Q: 3 clusters Score -3853734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -3853728.250000 Penalty: 5150.815918
	Iteration 52Q: 3 clusters Score -3853728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -3853730.000000 Penalty: 5150.815918
	Iteration 53Q: 3 clusters Score -3853730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -3853731.000000 Penalty: 5150.815918
	Iteration 54Q: 3 clusters Score -3853731 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -3853730.750000 Penalty: 5150.815918
	Iteration 55Q: 3 clusters Score -3853731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -3853732.500000 Penalty: 5150.815918
	Iteration 56Q: 3 clusters Score -3853732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -3853732.250000 Penalty: 5150.815918
	Iteration 57Q: 3 clusters Score -3853732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -3853728.500000 Penalty: 5150.815918
	Iteration 58Q: 3 clusters Score -3853728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -3853735.500000 Penalty: 5150.815918
	Iteration 59Q: 3 clusters Score -3853736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -3853737.750000 Penalty: 5150.815918
	Iteration 60F: 3 clusters Score -3853738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -3853733.000000 Penalty: 5150.815918
	Iteration 61Q: 3 clusters Score -3853733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -3853733.000000 Penalty: 5150.815918
	Iteration 62F: 3 clusters Score -3853733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 56768 members 
Mstep: Class 2 contains 161812 members 
Mstep: Class 3 contains 9654 members 
Mstep: Class 4 contains 242536 members 
Mstep: Class 5 contains 43436 members 
Mstep: Class 6 contains 723 members 
Mstep: Class 7 contains 12304 members 
Mstep: Class 8 contains 26346 members 
Mstep: Class 9 contains 121228 members 
Mstep: Class 10 contains 230247 members 
Mstep: Class 11 contains 43853 members 
Mstep: Class 12 contains 19689 members 
Mstep: Class 13 contains 24879 members 
Mstep: Class 14 contains 8610 members 
Mstep: Class 15 contains 8478 members 
Mstep: Class 16 contains 63151 members 
Mstep: Class 17 contains 92521 members 
Mstep: Class 18 contains 30608 members 
Mstep: Class 19 contains 15289 members 
Mstep: Class 20 contains 10953 members 
Mstep: Class 21 contains 434951 members 
Mstep: Class 22 contains 55379 members 
Mstep: Class 23 contains 2063 members 
Mstep: Class 24 contains 268591 members 
Mstep: Class 25 contains 6015 members 
Entering Unmasked Estep 
Score: -235149648.000000 Penalty: 89923.109375
Splitting cluster 8 changes total score from -235136752.000000 to -235149648.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 9 (121228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121228 members 
Entering Unmasked Estep 
Score: -14378808.000000 Penalty: 2902.946289
	Iteration 0F: 2 clusters Score -1.437881e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60825 members 
Mstep: Class 2 contains 60403 members 
Entering Unmasked Estep 
Score: -14297804.000000 Penalty: 5805.892578
	Iteration 0F: 3 clusters Score -1.42978e+07 nChanged 57409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64336 members 
Mstep: Class 2 contains 56892 members 
Entering Unmasked Estep 
Score: -14331158.000000 Penalty: 5805.892578
	Iteration 1F: 3 clusters Score -1.433116e+07 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67109 members 
Mstep: Class 2 contains 54119 members 
Entering Unmasked Estep 
Score: -14332966.000000 Penalty: 5805.892578
	Iteration 2Q: 3 clusters Score -1.433297e+07 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71341 members 
Mstep: Class 2 contains 49887 members 
Entering Unmasked Estep 
Score: -14335805.000000 Penalty: 5805.892578
	Iteration 3F: 3 clusters Score -1.43358e+07 nChanged 7907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77472 members 
Mstep: Class 2 contains 43756 members 
Entering Unmasked Estep 
Score: -14340905.000000 Penalty: 5805.892578
	Iteration 4F: 3 clusters Score -1.43409e+07 nChanged 10063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85845 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -14348867.000000 Penalty: 5805.892578
	Iteration 5F: 3 clusters Score -1.434887e+07 nChanged 10960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95117 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -14358752.000000 Penalty: 5805.892578
	Iteration 6F: 3 clusters Score -1.435875e+07 nChanged 9022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102837 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -14366337.000000 Penalty: 5805.892578
	Iteration 7F: 3 clusters Score -1.436634e+07 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107861 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -14371059.000000 Penalty: 5805.892578
	Iteration 8Q: 3 clusters Score -1.437106e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110796 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -14373595.000000 Penalty: 5805.892578
	Iteration 9Q: 3 clusters Score -1.43736e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112611 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -14375214.000000 Penalty: 5805.892578
	Iteration 10Q: 3 clusters Score -1.437521e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113783 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -14376695.000000 Penalty: 5805.892578
	Iteration 11Q: 3 clusters Score -1.43767e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114435 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -14378221.000000 Penalty: 5805.892578
	Iteration 12Q: 3 clusters Score -1.437822e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114650 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -14378905.000000 Penalty: 5805.892578
	Iteration 13Q: 3 clusters Score -1.43789e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114777 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -14379170.000000 Penalty: 5805.892578
	Iteration 14Q: 3 clusters Score -1.437917e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114877 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -14379215.000000 Penalty: 5805.892578
	Iteration 15Q: 3 clusters Score -1.437922e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114982 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -14379251.000000 Penalty: 5805.892578
	Iteration 16Q: 3 clusters Score -1.437925e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115076 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -14379294.000000 Penalty: 5805.892578
	Iteration 17Q: 3 clusters Score -1.437929e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115139 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -14379295.000000 Penalty: 5805.892578
	Iteration 18Q: 3 clusters Score -1.43793e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115180 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -14379318.000000 Penalty: 5805.892578
	Iteration 19Q: 3 clusters Score -1.437932e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115201 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -14379328.000000 Penalty: 5805.892578
	Iteration 20F: 3 clusters Score -1.437933e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115228 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -14379330.000000 Penalty: 5805.892578
	Iteration 21Q: 3 clusters Score -1.437933e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115242 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -14379317.000000 Penalty: 5805.892578
	Iteration 22Q: 3 clusters Score -1.437932e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115249 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -14379318.000000 Penalty: 5805.892578
	Iteration 23Q: 3 clusters Score -1.437932e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115257 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -14379323.000000 Penalty: 5805.892578
	Iteration 24Q: 3 clusters Score -1.437932e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115266 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -14379312.000000 Penalty: 5805.892578
	Iteration 25Q: 3 clusters Score -1.437931e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115279 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -14379310.000000 Penalty: 5805.892578
	Iteration 26Q: 3 clusters Score -1.437931e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115293 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -14379324.000000 Penalty: 5805.892578
	Iteration 27Q: 3 clusters Score -1.437932e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115305 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -14379317.000000 Penalty: 5805.892578
	Iteration 28Q: 3 clusters Score -1.437932e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115320 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -14379324.000000 Penalty: 5805.892578
	Iteration 29Q: 3 clusters Score -1.437932e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115329 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -14379334.000000 Penalty: 5805.892578
	Iteration 30Q: 3 clusters Score -1.437933e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115337 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -14379319.000000 Penalty: 5805.892578
	Iteration 31Q: 3 clusters Score -1.437932e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115340 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -14379325.000000 Penalty: 5805.892578
	Iteration 32Q: 3 clusters Score -1.437932e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115341 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -14379326.000000 Penalty: 5805.892578
	Iteration 33Q: 3 clusters Score -1.437933e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115342 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -14379320.000000 Penalty: 5805.892578
	Iteration 34Q: 3 clusters Score -1.437932e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115342 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -14379320.000000 Penalty: 5805.892578
	Iteration 35F: 3 clusters Score -1.437932e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 56768 members 
Mstep: Class 2 contains 161812 members 
Mstep: Class 3 contains 9654 members 
Mstep: Class 4 contains 242536 members 
Mstep: Class 5 contains 43436 members 
Mstep: Class 6 contains 723 members 
Mstep: Class 7 contains 12304 members 
Mstep: Class 8 contains 26346 members 
Mstep: Class 9 contains 115342 members 
Mstep: Class 10 contains 230247 members 
Mstep: Class 11 contains 43853 members 
Mstep: Class 12 contains 19689 members 
Mstep: Class 13 contains 24879 members 
Mstep: Class 14 contains 8610 members 
Mstep: Class 15 contains 8478 members 
Mstep: Class 16 contains 63151 members 
Mstep: Class 17 contains 92521 members 
Mstep: Class 18 contains 30608 members 
Mstep: Class 19 contains 15289 members 
Mstep: Class 20 contains 10953 members 
Mstep: Class 21 contains 434951 members 
Mstep: Class 22 contains 55379 members 
Mstep: Class 23 contains 2063 members 
Mstep: Class 24 contains 268591 members 
Mstep: Class 25 contains 6015 members 
Mstep: Class 26 contains 5886 members 
Entering Unmasked Estep 
Score: -235150448.000000 Penalty: 93520.039062
Splitting cluster 9 changes total score from -235136752.000000 to -235150448.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 10 (230247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230247 members 
Entering Unmasked Estep 
Score: -27576976.000000 Penalty: 3062.033203
	Iteration 0F: 2 clusters Score -2.757698e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115058 members 
Mstep: Class 2 contains 115189 members 
Entering Unmasked Estep 
Score: -27422300.000000 Penalty: 6124.066406
	Iteration 0F: 3 clusters Score -2.74223e+07 nChanged 111323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113799 members 
Mstep: Class 2 contains 116448 members 
Entering Unmasked Estep 
Score: -27488460.000000 Penalty: 6124.066406
	Iteration 1F: 3 clusters Score -2.748846e+07 nChanged 7018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112347 members 
Mstep: Class 2 contains 117900 members 
Entering Unmasked Estep 
Score: -27490108.000000 Penalty: 6124.066406
	Iteration 2Q: 3 clusters Score -2.749011e+07 nChanged 7898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109673 members 
Mstep: Class 2 contains 120574 members 
Entering Unmasked Estep 
Score: -27492306.000000 Penalty: 6124.066406
	Iteration 3Q: 3 clusters Score -2.749231e+07 nChanged 9424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105439 members 
Mstep: Class 2 contains 124808 members 
Entering Unmasked Estep 
Score: -27495960.000000 Penalty: 6124.066406
	Iteration 4Q: 3 clusters Score -2.749596e+07 nChanged 11863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98744 members 
Mstep: Class 2 contains 131503 members 
Entering Unmasked Estep 
Score: -27501560.000000 Penalty: 6124.066406
	Iteration 5F: 3 clusters Score -2.750156e+07 nChanged 14314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89138 members 
Mstep: Class 2 contains 141109 members 
Entering Unmasked Estep 
Score: -27510158.000000 Penalty: 6124.066406
	Iteration 6F: 3 clusters Score -2.751016e+07 nChanged 16581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76723 members 
Mstep: Class 2 contains 153524 members 
Entering Unmasked Estep 
Score: -27521424.000000 Penalty: 6124.066406
	Iteration 7F: 3 clusters Score -2.752142e+07 nChanged 17135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62898 members 
Mstep: Class 2 contains 167349 members 
Entering Unmasked Estep 
Score: -27534276.000000 Penalty: 6124.066406
	Iteration 8F: 3 clusters Score -2.753428e+07 nChanged 15001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49941 members 
Mstep: Class 2 contains 180306 members 
Entering Unmasked Estep 
Score: -27545804.000000 Penalty: 6124.066406
	Iteration 9F: 3 clusters Score -2.75458e+07 nChanged 11843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39216 members 
Mstep: Class 2 contains 191031 members 
Entering Unmasked Estep 
Score: -27554732.000000 Penalty: 6124.066406
	Iteration 10F: 3 clusters Score -2.755473e+07 nChanged 8720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 199227 members 
Entering Unmasked Estep 
Score: -27561524.000000 Penalty: 6124.066406
	Iteration 11Q: 3 clusters Score -2.756152e+07 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 205143 members 
Entering Unmasked Estep 
Score: -27565766.000000 Penalty: 6124.066406
	Iteration 12Q: 3 clusters Score -2.756577e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 209300 members 
Entering Unmasked Estep 
Score: -27568674.000000 Penalty: 6124.066406
	Iteration 13Q: 3 clusters Score -2.756867e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 212369 members 
Entering Unmasked Estep 
Score: -27570600.000000 Penalty: 6124.066406
	Iteration 14Q: 3 clusters Score -2.75706e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 214739 members 
Entering Unmasked Estep 
Score: -27571908.000000 Penalty: 6124.066406
	Iteration 15Q: 3 clusters Score -2.757191e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 216583 members 
Entering Unmasked Estep 
Score: -27572696.000000 Penalty: 6124.066406
	Iteration 16Q: 3 clusters Score -2.75727e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 218063 members 
Entering Unmasked Estep 
Score: -27573410.000000 Penalty: 6124.066406
	Iteration 17Q: 3 clusters Score -2.757341e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 219323 members 
Entering Unmasked Estep 
Score: -27573930.000000 Penalty: 6124.066406
	Iteration 18Q: 3 clusters Score -2.757393e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 220413 members 
Entering Unmasked Estep 
Score: -27574342.000000 Penalty: 6124.066406
	Iteration 19Q: 3 clusters Score -2.757434e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 221316 members 
Entering Unmasked Estep 
Score: -27574530.000000 Penalty: 6124.066406
	Iteration 20F: 3 clusters Score -2.757453e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 222047 members 
Entering Unmasked Estep 
Score: -27574866.000000 Penalty: 6124.066406
	Iteration 21Q: 3 clusters Score -2.757487e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 222661 members 
Entering Unmasked Estep 
Score: -27575164.000000 Penalty: 6124.066406
	Iteration 22Q: 3 clusters Score -2.757516e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 223208 members 
Entering Unmasked Estep 
Score: -27575264.000000 Penalty: 6124.066406
	Iteration 23Q: 3 clusters Score -2.757526e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 223650 members 
Entering Unmasked Estep 
Score: -27575426.000000 Penalty: 6124.066406
	Iteration 24Q: 3 clusters Score -2.757543e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 224038 members 
Entering Unmasked Estep 
Score: -27575558.000000 Penalty: 6124.066406
	Iteration 25Q: 3 clusters Score -2.757556e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 224356 members 
Entering Unmasked Estep 
Score: -27575624.000000 Penalty: 6124.066406
	Iteration 26Q: 3 clusters Score -2.757562e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 224613 members 
Entering Unmasked Estep 
Score: -27575760.000000 Penalty: 6124.066406
	Iteration 27Q: 3 clusters Score -2.757576e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 224810 members 
Entering Unmasked Estep 
Score: -27575872.000000 Penalty: 6124.066406
	Iteration 28Q: 3 clusters Score -2.757587e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 225003 members 
Entering Unmasked Estep 
Score: -27575930.000000 Penalty: 6124.066406
	Iteration 29Q: 3 clusters Score -2.757593e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 225134 members 
Entering Unmasked Estep 
Score: -27576022.000000 Penalty: 6124.066406
	Iteration 30Q: 3 clusters Score -2.757602e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 225244 members 
Entering Unmasked Estep 
Score: -27576070.000000 Penalty: 6124.066406
	Iteration 31Q: 3 clusters Score -2.757607e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 225334 members 
Entering Unmasked Estep 
Score: -27576088.000000 Penalty: 6124.066406
	Iteration 32Q: 3 clusters Score -2.757609e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 225416 members 
Entering Unmasked Estep 
Score: -27576106.000000 Penalty: 6124.066406
	Iteration 33Q: 3 clusters Score -2.757611e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 225515 members 
Entering Unmasked Estep 
Score: -27576184.000000 Penalty: 6124.066406
	Iteration 34Q: 3 clusters Score -2.757618e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 225583 members 
Entering Unmasked Estep 
Score: -27576212.000000 Penalty: 6124.066406
	Iteration 35Q: 3 clusters Score -2.757621e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 225647 members 
Entering Unmasked Estep 
Score: -27576232.000000 Penalty: 6124.066406
	Iteration 36Q: 3 clusters Score -2.757623e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 225686 members 
Entering Unmasked Estep 
Score: -27576266.000000 Penalty: 6124.066406
	Iteration 37Q: 3 clusters Score -2.757627e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 225727 members 
Entering Unmasked Estep 
Score: -27576282.000000 Penalty: 6124.066406
	Iteration 38Q: 3 clusters Score -2.757628e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 225769 members 
Entering Unmasked Estep 
Score: -27576280.000000 Penalty: 6124.066406
	Iteration 39Q: 3 clusters Score -2.757628e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 225807 members 
Entering Unmasked Estep 
Score: -27576282.000000 Penalty: 6124.066406
	Iteration 40F: 3 clusters Score -2.757628e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 225845 members 
Entering Unmasked Estep 
Score: -27576312.000000 Penalty: 6124.066406
	Iteration 41Q: 3 clusters Score -2.757631e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 225864 members 
Entering Unmasked Estep 
Score: -27576320.000000 Penalty: 6124.066406
	Iteration 42Q: 3 clusters Score -2.757632e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 225878 members 
Entering Unmasked Estep 
Score: -27576300.000000 Penalty: 6124.066406
	Iteration 43Q: 3 clusters Score -2.75763e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 225886 members 
Entering Unmasked Estep 
Score: -27576338.000000 Penalty: 6124.066406
	Iteration 44Q: 3 clusters Score -2.757634e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 225902 members 
Entering Unmasked Estep 
Score: -27576316.000000 Penalty: 6124.066406
	Iteration 45Q: 3 clusters Score -2.757632e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 225918 members 
Entering Unmasked Estep 
Score: -27576318.000000 Penalty: 6124.066406
	Iteration 46Q: 3 clusters Score -2.757632e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 225929 members 
Entering Unmasked Estep 
Score: -27576320.000000 Penalty: 6124.066406
	Iteration 47Q: 3 clusters Score -2.757632e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 225933 members 
Entering Unmasked Estep 
Score: -27576348.000000 Penalty: 6124.066406
	Iteration 48Q: 3 clusters Score -2.757635e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 225943 members 
Entering Unmasked Estep 
Score: -27576330.000000 Penalty: 6124.066406
	Iteration 49Q: 3 clusters Score -2.757633e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 225944 members 
Entering Unmasked Estep 
Score: -27576344.000000 Penalty: 6124.066406
	Iteration 50Q: 3 clusters Score -2.757634e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 225946 members 
Entering Unmasked Estep 
Score: -27576356.000000 Penalty: 6124.066406
	Iteration 51Q: 3 clusters Score -2.757636e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 225946 members 
Entering Unmasked Estep 
Score: -27576352.000000 Penalty: 6124.066406
	Iteration 52Q: 3 clusters Score -2.757635e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 225947 members 
Entering Unmasked Estep 
Score: -27576356.000000 Penalty: 6124.066406
	Iteration 53Q: 3 clusters Score -2.757636e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 225948 members 
Entering Unmasked Estep 
Score: -27576348.000000 Penalty: 6124.066406
	Iteration 54Q: 3 clusters Score -2.757635e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 225948 members 
Entering Unmasked Estep 
Score: -27576342.000000 Penalty: 6124.066406
	Iteration 55Q: 3 clusters Score -2.757634e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 225951 members 
Entering Unmasked Estep 
Score: -27576354.000000 Penalty: 6124.066406
	Iteration 56Q: 3 clusters Score -2.757635e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 225952 members 
Entering Unmasked Estep 
Score: -27576354.000000 Penalty: 6124.066406
	Iteration 57Q: 3 clusters Score -2.757635e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 225952 members 
Entering Unmasked Estep 
Score: -27576350.000000 Penalty: 6124.066406
	Iteration 58Q: 3 clusters Score -2.757635e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 225952 members 
Entering Unmasked Estep 
Score: -27576350.000000 Penalty: 6124.066406
	Iteration 59F: 3 clusters Score -2.757635e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (43853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43853 members 
Entering Unmasked Estep 
Score: -5096265.000000 Penalty: 2650.772461
	Iteration 0F: 2 clusters Score -5096265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -5066574.500000 Penalty: 5301.544922
	Iteration 0F: 3 clusters Score -5066574 nChanged 20167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -5078451.000000 Penalty: 5301.544922
	Iteration 1F: 3 clusters Score -5078451 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -5079614.000000 Penalty: 5301.544922
	Iteration 2F: 3 clusters Score -5079614 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -5080850.500000 Penalty: 5301.544922
	Iteration 3F: 3 clusters Score -5080850 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -5082288.000000 Penalty: 5301.544922
	Iteration 4F: 3 clusters Score -5082288 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -5083954.000000 Penalty: 5301.544922
	Iteration 5F: 3 clusters Score -5083954 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -5086286.500000 Penalty: 5301.544922
	Iteration 6F: 3 clusters Score -5086286 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -5089095.500000 Penalty: 5301.544922
	Iteration 7F: 3 clusters Score -5089096 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 26927 members 
Entering Unmasked Estep 
Score: -5091714.000000 Penalty: 5301.544922
	Iteration 8F: 3 clusters Score -5091714 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -5093734.000000 Penalty: 5301.544922
	Iteration 9F: 3 clusters Score -5093734 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
Score: -5095155.000000 Penalty: 5301.544922
	Iteration 10Q: 3 clusters Score -5095155 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -5096228.500000 Penalty: 5301.544922
	Iteration 11Q: 3 clusters Score -5096228 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -5097416.000000 Penalty: 5301.544922
	Iteration 12Q: 3 clusters Score -5097416 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -5098854.500000 Penalty: 5301.544922
	Iteration 13Q: 3 clusters Score -5098854 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -5100082.000000 Penalty: 5301.544922
	Iteration 14Q: 3 clusters Score -5100082 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -5100974.000000 Penalty: 5301.544922
	Iteration 15Q: 3 clusters Score -5100974 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -5101454.500000 Penalty: 5301.544922
	Iteration 16Q: 3 clusters Score -5101454 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -5101636.000000 Penalty: 5301.544922
	Iteration 17Q: 3 clusters Score -5101636 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -5101704.000000 Penalty: 5301.544922
	Iteration 18Q: 3 clusters Score -5101704 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -5101763.000000 Penalty: 5301.544922
	Iteration 19Q: 3 clusters Score -5101763 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -5101792.000000 Penalty: 5301.544922
	Iteration 20F: 3 clusters Score -5101792 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -5101819.000000 Penalty: 5301.544922
	Iteration 21Q: 3 clusters Score -5101819 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -5101829.000000 Penalty: 5301.544922
	Iteration 22Q: 3 clusters Score -5101829 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -5101853.000000 Penalty: 5301.544922
	Iteration 23Q: 3 clusters Score -5101853 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -5101860.000000 Penalty: 5301.544922
	Iteration 24Q: 3 clusters Score -5101860 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -5101858.000000 Penalty: 5301.544922
	Iteration 25Q: 3 clusters Score -5101858 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -5101862.500000 Penalty: 5301.544922
	Iteration 26Q: 3 clusters Score -5101862 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -5101865.000000 Penalty: 5301.544922
	Iteration 27Q: 3 clusters Score -5101865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -5101854.000000 Penalty: 5301.544922
	Iteration 28Q: 3 clusters Score -5101854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -5101854.000000 Penalty: 5301.544922
	Iteration 29Q: 3 clusters Score -5101854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -5101854.500000 Penalty: 5301.544922
	Iteration 30Q: 3 clusters Score -5101854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -5101855.000000 Penalty: 5301.544922
	Iteration 31Q: 3 clusters Score -5101855 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -5101852.500000 Penalty: 5301.544922
	Iteration 32Q: 3 clusters Score -5101852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -5101858.500000 Penalty: 5301.544922
	Iteration 33Q: 3 clusters Score -5101858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -5101858.000000 Penalty: 5301.544922
	Iteration 34Q: 3 clusters Score -5101858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -5101860.000000 Penalty: 5301.544922
	Iteration 35Q: 3 clusters Score -5101860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -5101858.500000 Penalty: 5301.544922
	Iteration 36Q: 3 clusters Score -5101858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -5101858.000000 Penalty: 5301.544922
	Iteration 37Q: 3 clusters Score -5101858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -5101861.000000 Penalty: 5301.544922
	Iteration 38Q: 3 clusters Score -5101861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -5101857.500000 Penalty: 5301.544922
	Iteration 39Q: 3 clusters Score -5101858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -5101864.500000 Penalty: 5301.544922
	Iteration 40F: 3 clusters Score -5101864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -5101865.500000 Penalty: 5301.544922
	Iteration 41Q: 3 clusters Score -5101866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -5101860.500000 Penalty: 5301.544922
	Iteration 42Q: 3 clusters Score -5101860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -5101851.500000 Penalty: 5301.544922
	Iteration 43Q: 3 clusters Score -5101852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -5101867.500000 Penalty: 5301.544922
	Iteration 44Q: 3 clusters Score -5101868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -5101865.000000 Penalty: 5301.544922
	Iteration 45Q: 3 clusters Score -5101865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -5101864.000000 Penalty: 5301.544922
	Iteration 46Q: 3 clusters Score -5101864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -5101857.000000 Penalty: 5301.544922
	Iteration 47Q: 3 clusters Score -5101857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -5101856.500000 Penalty: 5301.544922
	Iteration 48Q: 3 clusters Score -5101856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -5101859.500000 Penalty: 5301.544922
	Iteration 49Q: 3 clusters Score -5101860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -5101861.500000 Penalty: 5301.544922
	Iteration 50Q: 3 clusters Score -5101862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -5101862.500000 Penalty: 5301.544922
	Iteration 51Q: 3 clusters Score -5101862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -5101860.500000 Penalty: 5301.544922
	Iteration 52Q: 3 clusters Score -5101860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -5101860.500000 Penalty: 5301.544922
	Iteration 53F: 3 clusters Score -5101860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 56768 members 
Mstep: Class 2 contains 161812 members 
Mstep: Class 3 contains 9654 members 
Mstep: Class 4 contains 242536 members 
Mstep: Class 5 contains 43436 members 
Mstep: Class 6 contains 723 members 
Mstep: Class 7 contains 12304 members 
Mstep: Class 8 contains 26346 members 
Mstep: Class 9 contains 115342 members 
Mstep: Class 10 contains 230247 members 
Mstep: Class 11 contains 21131 members 
Mstep: Class 12 contains 19689 members 
Mstep: Class 13 contains 24879 members 
Mstep: Class 14 contains 8610 members 
Mstep: Class 15 contains 8478 members 
Mstep: Class 16 contains 63151 members 
Mstep: Class 17 contains 92521 members 
Mstep: Class 18 contains 30608 members 
Mstep: Class 19 contains 15289 members 
Mstep: Class 20 contains 10953 members 
Mstep: Class 21 contains 434951 members 
Mstep: Class 22 contains 55379 members 
Mstep: Class 23 contains 2063 members 
Mstep: Class 24 contains 268591 members 
Mstep: Class 25 contains 6015 members 
Mstep: Class 26 contains 5886 members 
Mstep: Class 27 contains 22722 members 
Entering Unmasked Estep 
Score: -235154160.000000 Penalty: 97116.960938
Splitting cluster 11 changes total score from -235136752.000000 to -235154160.000000
So it's getting split into cluster 27.
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: -2238747.750000 Penalty: 2452.178223
	Iteration 0F: 2 clusters Score -2238748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -2224863.250000 Penalty: 4904.356445
	Iteration 0F: 3 clusters Score -2224863 nChanged 8639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -2229962.250000 Penalty: 4904.356445
	Iteration 1F: 3 clusters Score -2229962 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -2230792.750000 Penalty: 4904.356445
	Iteration 2F: 3 clusters Score -2230793 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -2231648.000000 Penalty: 4904.356445
	Iteration 3F: 3 clusters Score -2231648 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -2232539.500000 Penalty: 4904.356445
	Iteration 4F: 3 clusters Score -2232540 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -2233429.000000 Penalty: 4904.356445
	Iteration 5F: 3 clusters Score -2233429 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -2234354.750000 Penalty: 4904.356445
	Iteration 6F: 3 clusters Score -2234355 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -2235296.500000 Penalty: 4904.356445
	Iteration 7F: 3 clusters Score -2235296 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2236203.500000 Penalty: 4904.356445
	Iteration 8F: 3 clusters Score -2236204 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -2236977.250000 Penalty: 4904.356445
	Iteration 9F: 3 clusters Score -2236977 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -2237684.000000 Penalty: 4904.356445
	Iteration 10Q: 3 clusters Score -2237684 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -2238252.750000 Penalty: 4904.356445
	Iteration 11Q: 3 clusters Score -2238253 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -2238674.500000 Penalty: 4904.356445
	Iteration 12Q: 3 clusters Score -2238674 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -2238934.750000 Penalty: 4904.356445
	Iteration 13Q: 3 clusters Score -2238935 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -2239075.500000 Penalty: 4904.356445
	Iteration 14Q: 3 clusters Score -2239076 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -2239150.750000 Penalty: 4904.356445
	Iteration 15Q: 3 clusters Score -2239151 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -2239193.750000 Penalty: 4904.356445
	Iteration 16Q: 3 clusters Score -2239194 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -2239241.250000 Penalty: 4904.356445
	Iteration 17Q: 3 clusters Score -2239241 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -2239267.500000 Penalty: 4904.356445
	Iteration 18Q: 3 clusters Score -2239268 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -2239281.000000 Penalty: 4904.356445
	Iteration 19Q: 3 clusters Score -2239281 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -2239298.750000 Penalty: 4904.356445
	Iteration 20F: 3 clusters Score -2239299 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -2239308.500000 Penalty: 4904.356445
	Iteration 21Q: 3 clusters Score -2239308 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -2239318.500000 Penalty: 4904.356445
	Iteration 22Q: 3 clusters Score -2239318 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -2239327.500000 Penalty: 4904.356445
	Iteration 23Q: 3 clusters Score -2239328 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -2239355.750000 Penalty: 4904.356445
	Iteration 24Q: 3 clusters Score -2239356 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -2239395.250000 Penalty: 4904.356445
	Iteration 25Q: 3 clusters Score -2239395 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -2239454.500000 Penalty: 4904.356445
	Iteration 26Q: 3 clusters Score -2239454 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -2239549.750000 Penalty: 4904.356445
	Iteration 27Q: 3 clusters Score -2239550 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -2239638.750000 Penalty: 4904.356445
	Iteration 28Q: 3 clusters Score -2239639 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -2239674.250000 Penalty: 4904.356445
	Iteration 29Q: 3 clusters Score -2239674 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -2239702.000000 Penalty: 4904.356445
	Iteration 30Q: 3 clusters Score -2239702 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -2239705.500000 Penalty: 4904.356445
	Iteration 31Q: 3 clusters Score -2239706 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -2239718.750000 Penalty: 4904.356445
	Iteration 32Q: 3 clusters Score -2239719 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -2239723.750000 Penalty: 4904.356445
	Iteration 33Q: 3 clusters Score -2239724 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -2239736.750000 Penalty: 4904.356445
	Iteration 34Q: 3 clusters Score -2239737 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -2239742.250000 Penalty: 4904.356445
	Iteration 35Q: 3 clusters Score -2239742 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -2239756.000000 Penalty: 4904.356445
	Iteration 36Q: 3 clusters Score -2239756 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -2239762.750000 Penalty: 4904.356445
	Iteration 37Q: 3 clusters Score -2239763 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -2239761.000000 Penalty: 4904.356445
	Iteration 38Q: 3 clusters Score -2239761 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -2239758.500000 Penalty: 4904.356445
	Iteration 39Q: 3 clusters Score -2239758 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -2239769.500000 Penalty: 4904.356445
	Iteration 40F: 3 clusters Score -2239770 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -2239777.000000 Penalty: 4904.356445
	Iteration 41Q: 3 clusters Score -2239777 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -2239770.000000 Penalty: 4904.356445
	Iteration 42Q: 3 clusters Score -2239770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -2239779.000000 Penalty: 4904.356445
	Iteration 43Q: 3 clusters Score -2239779 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -2239780.500000 Penalty: 4904.356445
	Iteration 44Q: 3 clusters Score -2239780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -2239782.500000 Penalty: 4904.356445
	Iteration 45Q: 3 clusters Score -2239782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -2239785.500000 Penalty: 4904.356445
	Iteration 46Q: 3 clusters Score -2239786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -2239784.000000 Penalty: 4904.356445
	Iteration 47Q: 3 clusters Score -2239784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -2239779.750000 Penalty: 4904.356445
	Iteration 48Q: 3 clusters Score -2239780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -2239780.000000 Penalty: 4904.356445
	Iteration 49Q: 3 clusters Score -2239780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -2239781.750000 Penalty: 4904.356445
	Iteration 50Q: 3 clusters Score -2239782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -2239779.500000 Penalty: 4904.356445
	Iteration 51Q: 3 clusters Score -2239780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -2239785.500000 Penalty: 4904.356445
	Iteration 52Q: 3 clusters Score -2239786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -2239780.250000 Penalty: 4904.356445
	Iteration 53Q: 3 clusters Score -2239780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -2239781.750000 Penalty: 4904.356445
	Iteration 54Q: 3 clusters Score -2239782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -2239782.500000 Penalty: 4904.356445
	Iteration 55Q: 3 clusters Score -2239782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -2239784.750000 Penalty: 4904.356445
	Iteration 56Q: 3 clusters Score -2239785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -2239782.750000 Penalty: 4904.356445
	Iteration 57Q: 3 clusters Score -2239783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -2239784.750000 Penalty: 4904.356445
	Iteration 58Q: 3 clusters Score -2239785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -2239783.250000 Penalty: 4904.356445
	Iteration 59Q: 3 clusters Score -2239783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -2239782.250000 Penalty: 4904.356445
	Iteration 60F: 3 clusters Score -2239782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -2239784.500000 Penalty: 4904.356445
	Iteration 61Q: 3 clusters Score -2239784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -2239782.500000 Penalty: 4904.356445
	Iteration 62Q: 3 clusters Score -2239782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -2239781.500000 Penalty: 4904.356445
	Iteration 63Q: 3 clusters Score -2239782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -2239783.250000 Penalty: 4904.356445
	Iteration 64Q: 3 clusters Score -2239783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -2239783.250000 Penalty: 4904.356445
	Iteration 65F: 3 clusters Score -2239783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 56768 members 
Mstep: Class 2 contains 161812 members 
Mstep: Class 3 contains 9654 members 
Mstep: Class 4 contains 242536 members 
Mstep: Class 5 contains 43436 members 
Mstep: Class 6 contains 723 members 
Mstep: Class 7 contains 12304 members 
Mstep: Class 8 contains 26346 members 
Mstep: Class 9 contains 115342 members 
Mstep: Class 10 contains 230247 members 
Mstep: Class 11 contains 21131 members 
Mstep: Class 12 contains 11957 members 
Mstep: Class 13 contains 24879 members 
Mstep: Class 14 contains 8610 members 
Mstep: Class 15 contains 8478 members 
Mstep: Class 16 contains 63151 members 
Mstep: Class 17 contains 92521 members 
Mstep: Class 18 contains 30608 members 
Mstep: Class 19 contains 15289 members 
Mstep: Class 20 contains 10953 members 
Mstep: Class 21 contains 434951 members 
Mstep: Class 22 contains 55379 members 
Mstep: Class 23 contains 2063 members 
Mstep: Class 24 contains 268591 members 
Mstep: Class 25 contains 6015 members 
Mstep: Class 26 contains 5886 members 
Mstep: Class 27 contains 22722 members 
Mstep: Class 28 contains 7732 members 
Entering Unmasked Estep 
Score: -235153360.000000 Penalty: 100713.882812
Splitting cluster 12 changes total score from -235136752.000000 to -235153360.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 13 (24879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Entering Unmasked Estep 
Score: -2786982.500000 Penalty: 2510.201416
	Iteration 0F: 2 clusters Score -2786982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -2769734.250000 Penalty: 5020.402832
	Iteration 0F: 3 clusters Score -2769734 nChanged 11284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -2776993.000000 Penalty: 5020.402832
	Iteration 1F: 3 clusters Score -2776993 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -2778492.500000 Penalty: 5020.402832
	Iteration 2F: 3 clusters Score -2778492 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -2779967.000000 Penalty: 5020.402832
	Iteration 3F: 3 clusters Score -2779967 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -2781319.750000 Penalty: 5020.402832
	Iteration 4F: 3 clusters Score -2781320 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -2782368.750000 Penalty: 5020.402832
	Iteration 5F: 3 clusters Score -2782369 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -2783062.250000 Penalty: 5020.402832
	Iteration 6F: 3 clusters Score -2783062 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -2783491.250000 Penalty: 5020.402832
	Iteration 7Q: 3 clusters Score -2783491 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -2783839.250000 Penalty: 5020.402832
	Iteration 8Q: 3 clusters Score -2783839 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -2784116.500000 Penalty: 5020.402832
	Iteration 9Q: 3 clusters Score -2784116 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -2784372.500000 Penalty: 5020.402832
	Iteration 10Q: 3 clusters Score -2784372 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -2784631.000000 Penalty: 5020.402832
	Iteration 11Q: 3 clusters Score -2784631 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -2784905.500000 Penalty: 5020.402832
	Iteration 12Q: 3 clusters Score -2784906 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -2785257.750000 Penalty: 5020.402832
	Iteration 13Q: 3 clusters Score -2785258 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -2785720.750000 Penalty: 5020.402832
	Iteration 14Q: 3 clusters Score -2785721 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -2786441.500000 Penalty: 5020.402832
	Iteration 15Q: 3 clusters Score -2786442 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -2787389.000000 Penalty: 5020.402832
	Iteration 16Q: 3 clusters Score -2787389 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -2788321.250000 Penalty: 5020.402832
	Iteration 17Q: 3 clusters Score -2788321 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -2788835.500000 Penalty: 5020.402832
	Iteration 18Q: 3 clusters Score -2788836 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -2789156.500000 Penalty: 5020.402832
	Iteration 19Q: 3 clusters Score -2789156 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -2789354.000000 Penalty: 5020.402832
	Iteration 20F: 3 clusters Score -2789354 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -2789457.500000 Penalty: 5020.402832
	Iteration 21Q: 3 clusters Score -2789458 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -2789523.000000 Penalty: 5020.402832
	Iteration 22Q: 3 clusters Score -2789523 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -2789565.250000 Penalty: 5020.402832
	Iteration 23Q: 3 clusters Score -2789565 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -2789601.500000 Penalty: 5020.402832
	Iteration 24Q: 3 clusters Score -2789602 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -2789632.250000 Penalty: 5020.402832
	Iteration 25Q: 3 clusters Score -2789632 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -2789644.000000 Penalty: 5020.402832
	Iteration 26Q: 3 clusters Score -2789644 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -2789656.250000 Penalty: 5020.402832
	Iteration 27Q: 3 clusters Score -2789656 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -2789664.000000 Penalty: 5020.402832
	Iteration 28Q: 3 clusters Score -2789664 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -2789681.750000 Penalty: 5020.402832
	Iteration 29Q: 3 clusters Score -2789682 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -2789690.000000 Penalty: 5020.402832
	Iteration 30Q: 3 clusters Score -2789690 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -2789682.500000 Penalty: 5020.402832
	Iteration 31Q: 3 clusters Score -2789682 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -2789686.250000 Penalty: 5020.402832
	Iteration 32Q: 3 clusters Score -2789686 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -2789682.250000 Penalty: 5020.402832
	Iteration 33Q: 3 clusters Score -2789682 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -2789689.000000 Penalty: 5020.402832
	Iteration 34Q: 3 clusters Score -2789689 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -2789696.250000 Penalty: 5020.402832
	Iteration 35Q: 3 clusters Score -2789696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -2789694.500000 Penalty: 5020.402832
	Iteration 36Q: 3 clusters Score -2789694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -2789692.250000 Penalty: 5020.402832
	Iteration 37Q: 3 clusters Score -2789692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -2789687.250000 Penalty: 5020.402832
	Iteration 38Q: 3 clusters Score -2789687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -2789692.000000 Penalty: 5020.402832
	Iteration 39Q: 3 clusters Score -2789692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -2789691.750000 Penalty: 5020.402832
	Iteration 40F: 3 clusters Score -2789692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -2789691.000000 Penalty: 5020.402832
	Iteration 41Q: 3 clusters Score -2789691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -2789686.250000 Penalty: 5020.402832
	Iteration 42Q: 3 clusters Score -2789686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -2789687.500000 Penalty: 5020.402832
	Iteration 43Q: 3 clusters Score -2789688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -2789686.500000 Penalty: 5020.402832
	Iteration 44Q: 3 clusters Score -2789686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -2789686.750000 Penalty: 5020.402832
	Iteration 45Q: 3 clusters Score -2789687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -2789686.750000 Penalty: 5020.402832
	Iteration 46F: 3 clusters Score -2789687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 56768 members 
Mstep: Class 2 contains 161812 members 
Mstep: Class 3 contains 9654 members 
Mstep: Class 4 contains 242536 members 
Mstep: Class 5 contains 43436 members 
Mstep: Class 6 contains 723 members 
Mstep: Class 7 contains 12304 members 
Mstep: Class 8 contains 26346 members 
Mstep: Class 9 contains 115342 members 
Mstep: Class 10 contains 230247 members 
Mstep: Class 11 contains 21131 members 
Mstep: Class 12 contains 11957 members 
Mstep: Class 13 contains 16152 members 
Mstep: Class 14 contains 8610 members 
Mstep: Class 15 contains 8478 members 
Mstep: Class 16 contains 63151 members 
Mstep: Class 17 contains 92521 members 
Mstep: Class 18 contains 30608 members 
Mstep: Class 19 contains 15289 members 
Mstep: Class 20 contains 10953 members 
Mstep: Class 21 contains 434951 members 
Mstep: Class 22 contains 55379 members 
Mstep: Class 23 contains 2063 members 
Mstep: Class 24 contains 268591 members 
Mstep: Class 25 contains 6015 members 
Mstep: Class 26 contains 5886 members 
Mstep: Class 27 contains 22722 members 
Mstep: Class 28 contains 7732 members 
Mstep: Class 29 contains 8727 members 
Entering Unmasked Estep 
Score: -235154160.000000 Penalty: 104310.812500
Splitting cluster 13 changes total score from -235136752.000000 to -235154160.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 15 (8478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Entering Unmasked Estep 
Score: -945054.812500 Penalty: 2243.217041
	Iteration 0F: 2 clusters Score -945054.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -938285.437500 Penalty: 4486.434082
	Iteration 0F: 3 clusters Score -938285.4 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -940466.312500 Penalty: 4486.434082
	Iteration 1F: 3 clusters Score -940466.3 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -941237.312500 Penalty: 4486.434082
	Iteration 2F: 3 clusters Score -941237.3 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -942042.500000 Penalty: 4486.434082
	Iteration 3F: 3 clusters Score -942042.5 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -942726.375000 Penalty: 4486.434082
	Iteration 4F: 3 clusters Score -942726.4 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -943359.937500 Penalty: 4486.434082
	Iteration 5F: 3 clusters Score -943359.9 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -943924.625000 Penalty: 4486.434082
	Iteration 6F: 3 clusters Score -943924.6 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -944325.937500 Penalty: 4486.434082
	Iteration 7F: 3 clusters Score -944325.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -944536.687500 Penalty: 4486.434082
	Iteration 8Q: 3 clusters Score -944536.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -944659.500000 Penalty: 4486.434082
	Iteration 9Q: 3 clusters Score -944659.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -944732.125000 Penalty: 4486.434082
	Iteration 10Q: 3 clusters Score -944732.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -944777.250000 Penalty: 4486.434082
	Iteration 11Q: 3 clusters Score -944777.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -944818.187500 Penalty: 4486.434082
	Iteration 12Q: 3 clusters Score -944818.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -944860.937500 Penalty: 4486.434082
	Iteration 13Q: 3 clusters Score -944860.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -944896.437500 Penalty: 4486.434082
	Iteration 14Q: 3 clusters Score -944896.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -944919.562500 Penalty: 4486.434082
	Iteration 15Q: 3 clusters Score -944919.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -944933.125000 Penalty: 4486.434082
	Iteration 16Q: 3 clusters Score -944933.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -944956.062500 Penalty: 4486.434082
	Iteration 17Q: 3 clusters Score -944956.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -944968.937500 Penalty: 4486.434082
	Iteration 18Q: 3 clusters Score -944968.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -944980.000000 Penalty: 4486.434082
	Iteration 19Q: 3 clusters Score -944980 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -944987.000000 Penalty: 4486.434082
	Iteration 20F: 3 clusters Score -944987 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -944996.125000 Penalty: 4486.434082
	Iteration 21Q: 3 clusters Score -944996.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -945003.937500 Penalty: 4486.434082
	Iteration 22Q: 3 clusters Score -945003.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -945010.125000 Penalty: 4486.434082
	Iteration 23Q: 3 clusters Score -945010.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -945010.687500 Penalty: 4486.434082
	Iteration 24Q: 3 clusters Score -945010.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -945013.687500 Penalty: 4486.434082
	Iteration 25Q: 3 clusters Score -945013.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -945016.000000 Penalty: 4486.434082
	Iteration 26Q: 3 clusters Score -945016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -945015.375000 Penalty: 4486.434082
	Iteration 27Q: 3 clusters Score -945015.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -945019.062500 Penalty: 4486.434082
	Iteration 28Q: 3 clusters Score -945019.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -945020.125000 Penalty: 4486.434082
	Iteration 29Q: 3 clusters Score -945020.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -945020.312500 Penalty: 4486.434082
	Iteration 30Q: 3 clusters Score -945020.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -945021.750000 Penalty: 4486.434082
	Iteration 31Q: 3 clusters Score -945021.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -945022.562500 Penalty: 4486.434082
	Iteration 32Q: 3 clusters Score -945022.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -945021.062500 Penalty: 4486.434082
	Iteration 33Q: 3 clusters Score -945021.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -945023.562500 Penalty: 4486.434082
	Iteration 34Q: 3 clusters Score -945023.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -945023.812500 Penalty: 4486.434082
	Iteration 35Q: 3 clusters Score -945023.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -945024.625000 Penalty: 4486.434082
	Iteration 36Q: 3 clusters Score -945024.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -945024.750000 Penalty: 4486.434082
	Iteration 37Q: 3 clusters Score -945024.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -945023.375000 Penalty: 4486.434082
	Iteration 38Q: 3 clusters Score -945023.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -945025.125000 Penalty: 4486.434082
	Iteration 39Q: 3 clusters Score -945025.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -945025.500000 Penalty: 4486.434082
	Iteration 40F: 3 clusters Score -945025.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -945024.875000 Penalty: 4486.434082
	Iteration 41Q: 3 clusters Score -945024.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -945026.375000 Penalty: 4486.434082
	Iteration 42Q: 3 clusters Score -945026.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -945026.625000 Penalty: 4486.434082
	Iteration 43Q: 3 clusters Score -945026.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -945026.375000 Penalty: 4486.434082
	Iteration 44Q: 3 clusters Score -945026.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -945026.375000 Penalty: 4486.434082
	Iteration 45F: 3 clusters Score -945026.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (63151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63151 members 
Entering Unmasked Estep 
Score: -7086861.000000 Penalty: 2741.214355
	Iteration 0F: 2 clusters Score -7086861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31383 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -7044449.000000 Penalty: 5482.428711
	Iteration 0F: 3 clusters Score -7044449 nChanged 29484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Mstep: Class 2 contains 34234 members 
Entering Unmasked Estep 
Score: -7063528.000000 Penalty: 5482.428711
	Iteration 1F: 3 clusters Score -7063528 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -7067028.500000 Penalty: 5482.428711
	Iteration 2F: 3 clusters Score -7067028 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25437 members 
Mstep: Class 2 contains 37714 members 
Entering Unmasked Estep 
Score: -7070505.000000 Penalty: 5482.428711
	Iteration 3F: 3 clusters Score -7070505 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 39596 members 
Entering Unmasked Estep 
Score: -7073504.500000 Penalty: 5482.428711
	Iteration 4F: 3 clusters Score -7073504 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 41554 members 
Entering Unmasked Estep 
Score: -7076140.500000 Penalty: 5482.428711
	Iteration 5F: 3 clusters Score -7076140 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 43542 members 
Entering Unmasked Estep 
Score: -7078306.000000 Penalty: 5482.428711
	Iteration 6F: 3 clusters Score -7078306 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 45548 members 
Entering Unmasked Estep 
Score: -7080400.000000 Penalty: 5482.428711
	Iteration 7Q: 3 clusters Score -7080400 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 47539 members 
Entering Unmasked Estep 
Score: -7082196.500000 Penalty: 5482.428711
	Iteration 8Q: 3 clusters Score -7082196 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 49277 members 
Entering Unmasked Estep 
Score: -7083826.500000 Penalty: 5482.428711
	Iteration 9Q: 3 clusters Score -7083826 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 50694 members 
Entering Unmasked Estep 
Score: -7084917.000000 Penalty: 5482.428711
	Iteration 10Q: 3 clusters Score -7084917 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 51745 members 
Entering Unmasked Estep 
Score: -7085473.000000 Penalty: 5482.428711
	Iteration 11Q: 3 clusters Score -7085473 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 52606 members 
Entering Unmasked Estep 
Score: -7085868.500000 Penalty: 5482.428711
	Iteration 12Q: 3 clusters Score -7085868 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 53359 members 
Entering Unmasked Estep 
Score: -7086162.000000 Penalty: 5482.428711
	Iteration 13Q: 3 clusters Score -7086162 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 54040 members 
Entering Unmasked Estep 
Score: -7086355.500000 Penalty: 5482.428711
	Iteration 14Q: 3 clusters Score -7086356 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 54620 members 
Entering Unmasked Estep 
Score: -7086556.500000 Penalty: 5482.428711
	Iteration 15Q: 3 clusters Score -7086556 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 55119 members 
Entering Unmasked Estep 
Score: -7086709.000000 Penalty: 5482.428711
	Iteration 16Q: 3 clusters Score -7086709 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 55558 members 
Entering Unmasked Estep 
Score: -7086811.000000 Penalty: 5482.428711
	Iteration 17Q: 3 clusters Score -7086811 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 55960 members 
Entering Unmasked Estep 
Score: -7086887.000000 Penalty: 5482.428711
	Iteration 18Q: 3 clusters Score -7086887 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 56297 members 
Entering Unmasked Estep 
Score: -7086969.500000 Penalty: 5482.428711
	Iteration 19Q: 3 clusters Score -7086970 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 56588 members 
Entering Unmasked Estep 
Score: -7087065.000000 Penalty: 5482.428711
	Iteration 20F: 3 clusters Score -7087065 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 56855 members 
Entering Unmasked Estep 
Score: -7087125.000000 Penalty: 5482.428711
	Iteration 21Q: 3 clusters Score -7087125 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 57091 members 
Entering Unmasked Estep 
Score: -7087183.000000 Penalty: 5482.428711
	Iteration 22Q: 3 clusters Score -7087183 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 57317 members 
Entering Unmasked Estep 
Score: -7087244.500000 Penalty: 5482.428711
	Iteration 23Q: 3 clusters Score -7087244 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 57531 members 
Entering Unmasked Estep 
Score: -7087274.000000 Penalty: 5482.428711
	Iteration 24Q: 3 clusters Score -7087274 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 57722 members 
Entering Unmasked Estep 
Score: -7087305.500000 Penalty: 5482.428711
	Iteration 25Q: 3 clusters Score -7087306 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 57880 members 
Entering Unmasked Estep 
Score: -7087349.500000 Penalty: 5482.428711
	Iteration 26Q: 3 clusters Score -7087350 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 58041 members 
Entering Unmasked Estep 
Score: -7087411.500000 Penalty: 5482.428711
	Iteration 27Q: 3 clusters Score -7087412 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 58172 members 
Entering Unmasked Estep 
Score: -7087460.500000 Penalty: 5482.428711
	Iteration 28Q: 3 clusters Score -7087460 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 58299 members 
Entering Unmasked Estep 
Score: -7087526.000000 Penalty: 5482.428711
	Iteration 29Q: 3 clusters Score -7087526 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 58410 members 
Entering Unmasked Estep 
Score: -7087653.000000 Penalty: 5482.428711
	Iteration 30Q: 3 clusters Score -7087653 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 58521 members 
Entering Unmasked Estep 
Score: -7087741.500000 Penalty: 5482.428711
	Iteration 31Q: 3 clusters Score -7087742 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 58600 members 
Entering Unmasked Estep 
Score: -7087891.000000 Penalty: 5482.428711
	Iteration 32Q: 3 clusters Score -7087891 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 58674 members 
Entering Unmasked Estep 
Score: -7088036.500000 Penalty: 5482.428711
	Iteration 33Q: 3 clusters Score -7088036 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 58722 members 
Entering Unmasked Estep 
Score: -7088117.500000 Penalty: 5482.428711
	Iteration 34Q: 3 clusters Score -7088118 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 58756 members 
Entering Unmasked Estep 
Score: -7088155.500000 Penalty: 5482.428711
	Iteration 35Q: 3 clusters Score -7088156 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 58775 members 
Entering Unmasked Estep 
Score: -7088183.000000 Penalty: 5482.428711
	Iteration 36Q: 3 clusters Score -7088183 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 58779 members 
Entering Unmasked Estep 
Score: -7088184.500000 Penalty: 5482.428711
	Iteration 37Q: 3 clusters Score -7088184 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 58769 members 
Entering Unmasked Estep 
Score: -7088204.000000 Penalty: 5482.428711
	Iteration 38Q: 3 clusters Score -7088204 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 58754 members 
Entering Unmasked Estep 
Score: -7088210.000000 Penalty: 5482.428711
	Iteration 39Q: 3 clusters Score -7088210 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 58734 members 
Entering Unmasked Estep 
Score: -7088209.500000 Penalty: 5482.428711
	Iteration 40F: 3 clusters Score -7088210 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 58721 members 
Entering Unmasked Estep 
Score: -7088218.500000 Penalty: 5482.428711
	Iteration 41Q: 3 clusters Score -7088218 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 58712 members 
Entering Unmasked Estep 
Score: -7088221.500000 Penalty: 5482.428711
	Iteration 42Q: 3 clusters Score -7088222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 58709 members 
Entering Unmasked Estep 
Score: -7088218.000000 Penalty: 5482.428711
	Iteration 43Q: 3 clusters Score -7088218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 58700 members 
Entering Unmasked Estep 
Score: -7088223.500000 Penalty: 5482.428711
	Iteration 44Q: 3 clusters Score -7088224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 58694 members 
Entering Unmasked Estep 
Score: -7088230.500000 Penalty: 5482.428711
	Iteration 45Q: 3 clusters Score -7088230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 58688 members 
Entering Unmasked Estep 
Score: -7088225.000000 Penalty: 5482.428711
	Iteration 46Q: 3 clusters Score -7088225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 58681 members 
Entering Unmasked Estep 
Score: -7088237.000000 Penalty: 5482.428711
	Iteration 47Q: 3 clusters Score -7088237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 58677 members 
Entering Unmasked Estep 
Score: -7088229.500000 Penalty: 5482.428711
	Iteration 48Q: 3 clusters Score -7088230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 58674 members 
Entering Unmasked Estep 
Score: -7088225.000000 Penalty: 5482.428711
	Iteration 49Q: 3 clusters Score -7088225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 58672 members 
Entering Unmasked Estep 
Score: -7088223.500000 Penalty: 5482.428711
	Iteration 50Q: 3 clusters Score -7088224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 58667 members 
Entering Unmasked Estep 
Score: -7088225.000000 Penalty: 5482.428711
	Iteration 51Q: 3 clusters Score -7088225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 58664 members 
Entering Unmasked Estep 
Score: -7088234.000000 Penalty: 5482.428711
	Iteration 52Q: 3 clusters Score -7088234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 58664 members 
Entering Unmasked Estep 
Score: -7088230.000000 Penalty: 5482.428711
	Iteration 53Q: 3 clusters Score -7088230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 58665 members 
Entering Unmasked Estep 
Score: -7088217.500000 Penalty: 5482.428711
	Iteration 54Q: 3 clusters Score -7088218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 58666 members 
Entering Unmasked Estep 
Score: -7088218.500000 Penalty: 5482.428711
	Iteration 55Q: 3 clusters Score -7088218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 58667 members 
Entering Unmasked Estep 
Score: -7088219.000000 Penalty: 5482.428711
	Iteration 56Q: 3 clusters Score -7088219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 58667 members 
Entering Unmasked Estep 
Score: -7088219.000000 Penalty: 5482.428711
	Iteration 57F: 3 clusters Score -7088219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 56768 members 
Mstep: Class 2 contains 161812 members 
Mstep: Class 3 contains 9654 members 
Mstep: Class 4 contains 242536 members 
Mstep: Class 5 contains 43436 members 
Mstep: Class 6 contains 723 members 
Mstep: Class 7 contains 12304 members 
Mstep: Class 8 contains 26346 members 
Mstep: Class 9 contains 115342 members 
Mstep: Class 10 contains 230247 members 
Mstep: Class 11 contains 21131 members 
Mstep: Class 12 contains 11957 members 
Mstep: Class 13 contains 16152 members 
Mstep: Class 14 contains 8610 members 
Mstep: Class 15 contains 8478 members 
Mstep: Class 16 contains 4484 members 
Mstep: Class 17 contains 92521 members 
Mstep: Class 18 contains 30608 members 
Mstep: Class 19 contains 15289 members 
Mstep: Class 20 contains 10953 members 
Mstep: Class 21 contains 434951 members 
Mstep: Class 22 contains 55379 members 
Mstep: Class 23 contains 2063 members 
Mstep: Class 24 contains 268591 members 
Mstep: Class 25 contains 6015 members 
Mstep: Class 26 contains 5886 members 
Mstep: Class 27 contains 22722 members 
Mstep: Class 28 contains 7732 members 
Mstep: Class 29 contains 8727 members 
Mstep: Class 30 contains 58667 members 
Entering Unmasked Estep 
Score: -235154608.000000 Penalty: 107907.734375
Splitting cluster 16 changes total score from -235136752.000000 to -235154608.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 17 (92521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92521 members 
Entering Unmasked Estep 
Score: -11202933.000000 Penalty: 2835.927490
	Iteration 0F: 2 clusters Score -1.120293e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46213 members 
Mstep: Class 2 contains 46308 members 
Entering Unmasked Estep 
Score: -11141098.000000 Penalty: 5671.854980
	Iteration 0F: 3 clusters Score -1.11411e+07 nChanged 43728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46427 members 
Mstep: Class 2 contains 46094 members 
Entering Unmasked Estep 
Score: -11166658.000000 Penalty: 5671.854980
	Iteration 1F: 3 clusters Score -1.116666e+07 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46593 members 
Mstep: Class 2 contains 45928 members 
Entering Unmasked Estep 
Score: -11167676.000000 Penalty: 5671.854980
	Iteration 2Q: 3 clusters Score -1.116768e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47069 members 
Mstep: Class 2 contains 45452 members 
Entering Unmasked Estep 
Score: -11169038.000000 Penalty: 5671.854980
	Iteration 3Q: 3 clusters Score -1.116904e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47849 members 
Mstep: Class 2 contains 44672 members 
Entering Unmasked Estep 
Score: -11170917.000000 Penalty: 5671.854980
	Iteration 4Q: 3 clusters Score -1.117092e+07 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48926 members 
Mstep: Class 2 contains 43595 members 
Entering Unmasked Estep 
Score: -11173200.000000 Penalty: 5671.854980
	Iteration 5F: 3 clusters Score -1.11732e+07 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50491 members 
Mstep: Class 2 contains 42030 members 
Entering Unmasked Estep 
Score: -11175683.000000 Penalty: 5671.854980
	Iteration 6F: 3 clusters Score -1.117568e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52511 members 
Mstep: Class 2 contains 40010 members 
Entering Unmasked Estep 
Score: -11178122.000000 Penalty: 5671.854980
	Iteration 7F: 3 clusters Score -1.117812e+07 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54878 members 
Mstep: Class 2 contains 37643 members 
Entering Unmasked Estep 
Score: -11180209.000000 Penalty: 5671.854980
	Iteration 8F: 3 clusters Score -1.118021e+07 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57787 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -11182528.000000 Penalty: 5671.854980
	Iteration 9Q: 3 clusters Score -1.118253e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61026 members 
Mstep: Class 2 contains 31495 members 
Entering Unmasked Estep 
Score: -11184739.000000 Penalty: 5671.854980
	Iteration 10Q: 3 clusters Score -1.118474e+07 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64542 members 
Mstep: Class 2 contains 27979 members 
Entering Unmasked Estep 
Score: -11186980.000000 Penalty: 5671.854980
	Iteration 11Q: 3 clusters Score -1.118698e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68121 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -11189219.000000 Penalty: 5671.854980
	Iteration 12Q: 3 clusters Score -1.118922e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71491 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -11191179.000000 Penalty: 5671.854980
	Iteration 13Q: 3 clusters Score -1.119118e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74669 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -11193060.000000 Penalty: 5671.854980
	Iteration 14Q: 3 clusters Score -1.119306e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77597 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -11194802.000000 Penalty: 5671.854980
	Iteration 15Q: 3 clusters Score -1.11948e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80151 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -11196349.000000 Penalty: 5671.854980
	Iteration 16Q: 3 clusters Score -1.119635e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82367 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -11197664.000000 Penalty: 5671.854980
	Iteration 17Q: 3 clusters Score -1.119766e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84216 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -11198723.000000 Penalty: 5671.854980
	Iteration 18Q: 3 clusters Score -1.119872e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85694 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -11199581.000000 Penalty: 5671.854980
	Iteration 19Q: 3 clusters Score -1.119958e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86972 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -11200281.000000 Penalty: 5671.854980
	Iteration 20F: 3 clusters Score -1.120028e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88017 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -11200869.000000 Penalty: 5671.854980
	Iteration 21Q: 3 clusters Score -1.120087e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88874 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -11201295.000000 Penalty: 5671.854980
	Iteration 22Q: 3 clusters Score -1.12013e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89534 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -11201671.000000 Penalty: 5671.854980
	Iteration 23Q: 3 clusters Score -1.120167e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90053 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -11202009.000000 Penalty: 5671.854980
	Iteration 24Q: 3 clusters Score -1.120201e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90430 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -11202276.000000 Penalty: 5671.854980
	Iteration 25Q: 3 clusters Score -1.120228e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90704 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -11202488.000000 Penalty: 5671.854980
	Iteration 26Q: 3 clusters Score -1.120249e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90893 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -11202632.000000 Penalty: 5671.854980
	Iteration 27Q: 3 clusters Score -1.120263e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91025 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -11202739.000000 Penalty: 5671.854980
	Iteration 28Q: 3 clusters Score -1.120274e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91123 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -11202819.000000 Penalty: 5671.854980
	Iteration 29Q: 3 clusters Score -1.120282e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91200 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -11202832.000000 Penalty: 5671.854980
	Iteration 30Q: 3 clusters Score -1.120283e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91259 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -11202865.000000 Penalty: 5671.854980
	Iteration 31Q: 3 clusters Score -1.120286e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91295 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -11202883.000000 Penalty: 5671.854980
	Iteration 32Q: 3 clusters Score -1.120288e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91326 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -11202919.000000 Penalty: 5671.854980
	Iteration 33Q: 3 clusters Score -1.120292e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91348 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -11202933.000000 Penalty: 5671.854980
	Iteration 34Q: 3 clusters Score -1.120293e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91365 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -11202940.000000 Penalty: 5671.854980
	Iteration 35Q: 3 clusters Score -1.120294e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91383 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -11202945.000000 Penalty: 5671.854980
	Iteration 36Q: 3 clusters Score -1.120294e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91392 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -11202947.000000 Penalty: 5671.854980
	Iteration 37Q: 3 clusters Score -1.120295e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91402 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -11202955.000000 Penalty: 5671.854980
	Iteration 38Q: 3 clusters Score -1.120296e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91417 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -11202962.000000 Penalty: 5671.854980
	Iteration 39Q: 3 clusters Score -1.120296e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91420 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -11202945.000000 Penalty: 5671.854980
	Iteration 40F: 3 clusters Score -1.120294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91425 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -11202944.000000 Penalty: 5671.854980
	Iteration 41Q: 3 clusters Score -1.120294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91431 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -11202952.000000 Penalty: 5671.854980
	Iteration 42Q: 3 clusters Score -1.120295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91434 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -11202962.000000 Penalty: 5671.854980
	Iteration 43Q: 3 clusters Score -1.120296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91435 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -11202959.000000 Penalty: 5671.854980
	Iteration 44Q: 3 clusters Score -1.120296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91437 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -11202958.000000 Penalty: 5671.854980
	Iteration 45Q: 3 clusters Score -1.120296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91438 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -11202954.000000 Penalty: 5671.854980
	Iteration 46Q: 3 clusters Score -1.120295e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91438 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -11202954.000000 Penalty: 5671.854980
	Iteration 47F: 3 clusters Score -1.120295e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 56768 members 
Mstep: Class 2 contains 161812 members 
Mstep: Class 3 contains 9654 members 
Mstep: Class 4 contains 242536 members 
Mstep: Class 5 contains 43436 members 
Mstep: Class 6 contains 723 members 
Mstep: Class 7 contains 12304 members 
Mstep: Class 8 contains 26346 members 
Mstep: Class 9 contains 115342 members 
Mstep: Class 10 contains 230247 members 
Mstep: Class 11 contains 21131 members 
Mstep: Class 12 contains 11957 members 
Mstep: Class 13 contains 16152 members 
Mstep: Class 14 contains 8610 members 
Mstep: Class 15 contains 8478 members 
Mstep: Class 16 contains 4484 members 
Mstep: Class 17 contains 91438 members 
Mstep: Class 18 contains 30608 members 
Mstep: Class 19 contains 15289 members 
Mstep: Class 20 contains 10953 members 
Mstep: Class 21 contains 434951 members 
Mstep: Class 22 contains 55379 members 
Mstep: Class 23 contains 2063 members 
Mstep: Class 24 contains 268591 members 
Mstep: Class 25 contains 6015 members 
Mstep: Class 26 contains 5886 members 
Mstep: Class 27 contains 22722 members 
Mstep: Class 28 contains 7732 members 
Mstep: Class 29 contains 8727 members 
Mstep: Class 30 contains 58667 members 
Mstep: Class 31 contains 1083 members 
Entering Unmasked Estep 
Score: -235154880.000000 Penalty: 111504.664062
Splitting cluster 17 changes total score from -235136752.000000 to -235154880.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 18 (30608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30608 members 
Entering Unmasked Estep 
Score: -3783418.000000 Penalty: 2561.596191
	Iteration 0F: 2 clusters Score -3783418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -3762592.500000 Penalty: 5123.192383
	Iteration 0F: 3 clusters Score -3762592 nChanged 13701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -3770267.750000 Penalty: 5123.192383
	Iteration 1F: 3 clusters Score -3770268 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -3771287.500000 Penalty: 5123.192383
	Iteration 2F: 3 clusters Score -3771288 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -3773217.250000 Penalty: 5123.192383
	Iteration 3F: 3 clusters Score -3773217 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -3776763.250000 Penalty: 5123.192383
	Iteration 4F: 3 clusters Score -3776763 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -3780817.250000 Penalty: 5123.192383
	Iteration 5F: 3 clusters Score -3780817 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -3783631.250000 Penalty: 5123.192383
	Iteration 6F: 3 clusters Score -3783631 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -3785185.500000 Penalty: 5123.192383
	Iteration 7F: 3 clusters Score -3785186 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -3785852.000000 Penalty: 5123.192383
	Iteration 8Q: 3 clusters Score -3785852 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -3786124.000000 Penalty: 5123.192383
	Iteration 9Q: 3 clusters Score -3786124 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -3786229.000000 Penalty: 5123.192383
	Iteration 10Q: 3 clusters Score -3786229 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -3786275.750000 Penalty: 5123.192383
	Iteration 11Q: 3 clusters Score -3786276 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -3786303.500000 Penalty: 5123.192383
	Iteration 12Q: 3 clusters Score -3786304 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -3786353.500000 Penalty: 5123.192383
	Iteration 13Q: 3 clusters Score -3786354 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -3786388.250000 Penalty: 5123.192383
	Iteration 14Q: 3 clusters Score -3786388 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -3786413.000000 Penalty: 5123.192383
	Iteration 15Q: 3 clusters Score -3786413 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -3786437.000000 Penalty: 5123.192383
	Iteration 16Q: 3 clusters Score -3786437 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -3786473.500000 Penalty: 5123.192383
	Iteration 17Q: 3 clusters Score -3786474 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -3786502.000000 Penalty: 5123.192383
	Iteration 18Q: 3 clusters Score -3786502 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -3786527.750000 Penalty: 5123.192383
	Iteration 19Q: 3 clusters Score -3786528 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -3786537.000000 Penalty: 5123.192383
	Iteration 20F: 3 clusters Score -3786537 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -3786546.750000 Penalty: 5123.192383
	Iteration 21Q: 3 clusters Score -3786547 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -3786561.250000 Penalty: 5123.192383
	Iteration 22Q: 3 clusters Score -3786561 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -3786568.500000 Penalty: 5123.192383
	Iteration 23Q: 3 clusters Score -3786568 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -3786578.750000 Penalty: 5123.192383
	Iteration 24Q: 3 clusters Score -3786579 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -3786578.000000 Penalty: 5123.192383
	Iteration 25Q: 3 clusters Score -3786578 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -3786600.250000 Penalty: 5123.192383
	Iteration 26Q: 3 clusters Score -3786600 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -3786607.750000 Penalty: 5123.192383
	Iteration 27Q: 3 clusters Score -3786608 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -3786608.750000 Penalty: 5123.192383
	Iteration 28Q: 3 clusters Score -3786609 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -3786617.250000 Penalty: 5123.192383
	Iteration 29Q: 3 clusters Score -3786617 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -3786621.750000 Penalty: 5123.192383
	Iteration 30Q: 3 clusters Score -3786622 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -3786623.500000 Penalty: 5123.192383
	Iteration 31Q: 3 clusters Score -3786624 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -3786622.000000 Penalty: 5123.192383
	Iteration 32Q: 3 clusters Score -3786622 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -3786615.500000 Penalty: 5123.192383
	Iteration 33Q: 3 clusters Score -3786616 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -3786620.250000 Penalty: 5123.192383
	Iteration 34Q: 3 clusters Score -3786620 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -3786623.500000 Penalty: 5123.192383
	Iteration 35Q: 3 clusters Score -3786624 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -3786620.000000 Penalty: 5123.192383
	Iteration 36Q: 3 clusters Score -3786620 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -3786628.750000 Penalty: 5123.192383
	Iteration 37Q: 3 clusters Score -3786629 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -3786618.500000 Penalty: 5123.192383
	Iteration 38Q: 3 clusters Score -3786618 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -3786614.000000 Penalty: 5123.192383
	Iteration 39Q: 3 clusters Score -3786614 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -3786622.000000 Penalty: 5123.192383
	Iteration 40F: 3 clusters Score -3786622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -3786614.000000 Penalty: 5123.192383
	Iteration 41Q: 3 clusters Score -3786614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -3786621.750000 Penalty: 5123.192383
	Iteration 42Q: 3 clusters Score -3786622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -3786615.750000 Penalty: 5123.192383
	Iteration 43Q: 3 clusters Score -3786616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -3786615.750000 Penalty: 5123.192383
	Iteration 44Q: 3 clusters Score -3786616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -3786616.750000 Penalty: 5123.192383
	Iteration 45Q: 3 clusters Score -3786617 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -3786617.000000 Penalty: 5123.192383
	Iteration 46Q: 3 clusters Score -3786617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -3786621.000000 Penalty: 5123.192383
	Iteration 47Q: 3 clusters Score -3786621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -3786621.500000 Penalty: 5123.192383
	Iteration 48Q: 3 clusters Score -3786622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -3786619.500000 Penalty: 5123.192383
	Iteration 49Q: 3 clusters Score -3786620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -3786621.000000 Penalty: 5123.192383
	Iteration 50Q: 3 clusters Score -3786621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -3786618.500000 Penalty: 5123.192383
	Iteration 51Q: 3 clusters Score -3786618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -3786620.000000 Penalty: 5123.192383
	Iteration 52Q: 3 clusters Score -3786620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -3786617.250000 Penalty: 5123.192383
	Iteration 53Q: 3 clusters Score -3786617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -3786617.250000 Penalty: 5123.192383
	Iteration 54F: 3 clusters Score -3786617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 56768 members 
Mstep: Class 2 contains 161812 members 
Mstep: Class 3 contains 9654 members 
Mstep: Class 4 contains 242536 members 
Mstep: Class 5 contains 43436 members 
Mstep: Class 6 contains 723 members 
Mstep: Class 7 contains 12304 members 
Mstep: Class 8 contains 26346 members 
Mstep: Class 9 contains 115342 members 
Mstep: Class 10 contains 230247 members 
Mstep: Class 11 contains 21131 members 
Mstep: Class 12 contains 11957 members 
Mstep: Class 13 contains 16152 members 
Mstep: Class 14 contains 8610 members 
Mstep: Class 15 contains 8478 members 
Mstep: Class 16 contains 4484 members 
Mstep: Class 17 contains 91438 members 
Mstep: Class 18 contains 23434 members 
Mstep: Class 19 contains 15289 members 
Mstep: Class 20 contains 10953 members 
Mstep: Class 21 contains 434951 members 
Mstep: Class 22 contains 55379 members 
Mstep: Class 23 contains 2063 members 
Mstep: Class 24 contains 268591 members 
Mstep: Class 25 contains 6015 members 
Mstep: Class 26 contains 5886 members 
Mstep: Class 27 contains 22722 members 
Mstep: Class 28 contains 7732 members 
Mstep: Class 29 contains 8727 members 
Mstep: Class 30 contains 58667 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 7174 members 
Entering Unmasked Estep 
Score: -235153664.000000 Penalty: 115101.585938
Splitting cluster 18 changes total score from -235136752.000000 to -235153664.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 19 (15289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Entering Unmasked Estep 
Score: -1844500.375000 Penalty: 2389.452393
	Iteration 0F: 2 clusters Score -1844500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1833378.625000 Penalty: 4778.904785
	Iteration 0F: 3 clusters Score -1833379 nChanged 6692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1836990.750000 Penalty: 4778.904785
	Iteration 1F: 3 clusters Score -1836991 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1837488.625000 Penalty: 4778.904785
	Iteration 2F: 3 clusters Score -1837489 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1838002.250000 Penalty: 4778.904785
	Iteration 3F: 3 clusters Score -1838002 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1838552.625000 Penalty: 4778.904785
	Iteration 4F: 3 clusters Score -1838553 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1839051.250000 Penalty: 4778.904785
	Iteration 5F: 3 clusters Score -1839051 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1839565.000000 Penalty: 4778.904785
	Iteration 6F: 3 clusters Score -1839565 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1840080.375000 Penalty: 4778.904785
	Iteration 7F: 3 clusters Score -1840080 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1840592.500000 Penalty: 4778.904785
	Iteration 8F: 3 clusters Score -1840592 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1841023.875000 Penalty: 4778.904785
	Iteration 9F: 3 clusters Score -1841024 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1841322.750000 Penalty: 4778.904785
	Iteration 10Q: 3 clusters Score -1841323 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1841540.125000 Penalty: 4778.904785
	Iteration 11Q: 3 clusters Score -1841540 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1841688.625000 Penalty: 4778.904785
	Iteration 12Q: 3 clusters Score -1841689 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1841776.625000 Penalty: 4778.904785
	Iteration 13Q: 3 clusters Score -1841777 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1841852.875000 Penalty: 4778.904785
	Iteration 14Q: 3 clusters Score -1841853 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1841913.875000 Penalty: 4778.904785
	Iteration 15Q: 3 clusters Score -1841914 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1841957.625000 Penalty: 4778.904785
	Iteration 16Q: 3 clusters Score -1841958 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1842010.375000 Penalty: 4778.904785
	Iteration 17Q: 3 clusters Score -1842010 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1842064.000000 Penalty: 4778.904785
	Iteration 18Q: 3 clusters Score -1842064 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1842097.375000 Penalty: 4778.904785
	Iteration 19Q: 3 clusters Score -1842097 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1842142.750000 Penalty: 4778.904785
	Iteration 20F: 3 clusters Score -1842143 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1842188.375000 Penalty: 4778.904785
	Iteration 21Q: 3 clusters Score -1842188 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1842227.625000 Penalty: 4778.904785
	Iteration 22Q: 3 clusters Score -1842228 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -1842257.375000 Penalty: 4778.904785
	Iteration 23Q: 3 clusters Score -1842257 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1842294.125000 Penalty: 4778.904785
	Iteration 24Q: 3 clusters Score -1842294 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1842332.250000 Penalty: 4778.904785
	Iteration 25Q: 3 clusters Score -1842332 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1842378.000000 Penalty: 4778.904785
	Iteration 26Q: 3 clusters Score -1842378 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1842422.625000 Penalty: 4778.904785
	Iteration 27Q: 3 clusters Score -1842423 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1842466.500000 Penalty: 4778.904785
	Iteration 28Q: 3 clusters Score -1842466 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1842503.875000 Penalty: 4778.904785
	Iteration 29Q: 3 clusters Score -1842504 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -1842535.875000 Penalty: 4778.904785
	Iteration 30Q: 3 clusters Score -1842536 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -1842568.750000 Penalty: 4778.904785
	Iteration 31Q: 3 clusters Score -1842569 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -1842614.125000 Penalty: 4778.904785
	Iteration 32Q: 3 clusters Score -1842614 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -1842643.750000 Penalty: 4778.904785
	Iteration 33Q: 3 clusters Score -1842644 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -1842673.000000 Penalty: 4778.904785
	Iteration 34Q: 3 clusters Score -1842673 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -1842692.625000 Penalty: 4778.904785
	Iteration 35Q: 3 clusters Score -1842693 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -1842716.250000 Penalty: 4778.904785
	Iteration 36Q: 3 clusters Score -1842716 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -1842737.125000 Penalty: 4778.904785
	Iteration 37Q: 3 clusters Score -1842737 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -1842755.250000 Penalty: 4778.904785
	Iteration 38Q: 3 clusters Score -1842755 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -1842775.125000 Penalty: 4778.904785
	Iteration 39Q: 3 clusters Score -1842775 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -1842793.000000 Penalty: 4778.904785
	Iteration 40F: 3 clusters Score -1842793 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -1842803.625000 Penalty: 4778.904785
	Iteration 41Q: 3 clusters Score -1842804 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -1842811.375000 Penalty: 4778.904785
	Iteration 42Q: 3 clusters Score -1842811 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -1842818.500000 Penalty: 4778.904785
	Iteration 43Q: 3 clusters Score -1842818 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1842826.750000 Penalty: 4778.904785
	Iteration 44Q: 3 clusters Score -1842827 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -1842834.000000 Penalty: 4778.904785
	Iteration 45Q: 3 clusters Score -1842834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -1842840.000000 Penalty: 4778.904785
	Iteration 46Q: 3 clusters Score -1842840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -1842842.375000 Penalty: 4778.904785
	Iteration 47Q: 3 clusters Score -1842842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -1842845.750000 Penalty: 4778.904785
	Iteration 48Q: 3 clusters Score -1842846 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -1842848.250000 Penalty: 4778.904785
	Iteration 49Q: 3 clusters Score -1842848 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -1842860.625000 Penalty: 4778.904785
	Iteration 50Q: 3 clusters Score -1842861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -1842866.875000 Penalty: 4778.904785
	Iteration 51Q: 3 clusters Score -1842867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -1842872.875000 Penalty: 4778.904785
	Iteration 52Q: 3 clusters Score -1842873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -1842874.125000 Penalty: 4778.904785
	Iteration 53Q: 3 clusters Score -1842874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -1842872.125000 Penalty: 4778.904785
	Iteration 54Q: 3 clusters Score -1842872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -1842873.625000 Penalty: 4778.904785
	Iteration 55Q: 3 clusters Score -1842874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -1842871.500000 Penalty: 4778.904785
	Iteration 56Q: 3 clusters Score -1842872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1842874.500000 Penalty: 4778.904785
	Iteration 57Q: 3 clusters Score -1842874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -1842877.750000 Penalty: 4778.904785
	Iteration 58Q: 3 clusters Score -1842878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -1842878.250000 Penalty: 4778.904785
	Iteration 59Q: 3 clusters Score -1842878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1842880.125000 Penalty: 4778.904785
	Iteration 60F: 3 clusters Score -1842880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -1842880.750000 Penalty: 4778.904785
	Iteration 61Q: 3 clusters Score -1842881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -1842880.500000 Penalty: 4778.904785
	Iteration 62Q: 3 clusters Score -1842880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -1842882.375000 Penalty: 4778.904785
	Iteration 63Q: 3 clusters Score -1842882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -1842880.250000 Penalty: 4778.904785
	Iteration 64Q: 3 clusters Score -1842880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -1842880.250000 Penalty: 4778.904785
	Iteration 65F: 3 clusters Score -1842880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Entering Unmasked Estep 
Score: -1311747.000000 Penalty: 2306.739502
	Iteration 0F: 2 clusters Score -1311747 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 5467 members 
Entering Unmasked Estep 
Score: -1303523.750000 Penalty: 4613.479004
	Iteration 0F: 3 clusters Score -1303524 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1306597.750000 Penalty: 4613.479004
	Iteration 1F: 3 clusters Score -1306598 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1308043.750000 Penalty: 4613.479004
	Iteration 2F: 3 clusters Score -1308044 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1309816.375000 Penalty: 4613.479004
	Iteration 3F: 3 clusters Score -1309816 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1311023.500000 Penalty: 4613.479004
	Iteration 4F: 3 clusters Score -1311024 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1311533.250000 Penalty: 4613.479004
	Iteration 5F: 3 clusters Score -1311533 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1311719.125000 Penalty: 4613.479004
	Iteration 6Q: 3 clusters Score -1311719 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1311812.250000 Penalty: 4613.479004
	Iteration 7Q: 3 clusters Score -1311812 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1311854.500000 Penalty: 4613.479004
	Iteration 8Q: 3 clusters Score -1311854 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1311880.625000 Penalty: 4613.479004
	Iteration 9Q: 3 clusters Score -1311881 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1311891.000000 Penalty: 4613.479004
	Iteration 10Q: 3 clusters Score -1311891 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1311898.250000 Penalty: 4613.479004
	Iteration 11Q: 3 clusters Score -1311898 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1311903.375000 Penalty: 4613.479004
	Iteration 12Q: 3 clusters Score -1311903 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1311904.750000 Penalty: 4613.479004
	Iteration 13Q: 3 clusters Score -1311905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1311907.625000 Penalty: 4613.479004
	Iteration 14Q: 3 clusters Score -1311908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1311908.250000 Penalty: 4613.479004
	Iteration 15Q: 3 clusters Score -1311908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1311911.625000 Penalty: 4613.479004
	Iteration 16Q: 3 clusters Score -1311912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1311911.375000 Penalty: 4613.479004
	Iteration 17Q: 3 clusters Score -1311911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1311912.875000 Penalty: 4613.479004
	Iteration 18Q: 3 clusters Score -1311913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1311914.625000 Penalty: 4613.479004
	Iteration 19Q: 3 clusters Score -1311915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1311912.875000 Penalty: 4613.479004
	Iteration 20F: 3 clusters Score -1311913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 56768 members 
Mstep: Class 2 contains 161812 members 
Mstep: Class 3 contains 9654 members 
Mstep: Class 4 contains 242536 members 
Mstep: Class 5 contains 43436 members 
Mstep: Class 6 contains 723 members 
Mstep: Class 7 contains 12304 members 
Mstep: Class 8 contains 26346 members 
Mstep: Class 9 contains 115342 members 
Mstep: Class 10 contains 230247 members 
Mstep: Class 11 contains 21131 members 
Mstep: Class 12 contains 11957 members 
Mstep: Class 13 contains 16152 members 
Mstep: Class 14 contains 8610 members 
Mstep: Class 15 contains 8478 members 
Mstep: Class 16 contains 4484 members 
Mstep: Class 17 contains 91438 members 
Mstep: Class 18 contains 23434 members 
Mstep: Class 19 contains 15289 members 
Mstep: Class 20 contains 2640 members 
Mstep: Class 21 contains 434951 members 
Mstep: Class 22 contains 55379 members 
Mstep: Class 23 contains 2063 members 
Mstep: Class 24 contains 268591 members 
Mstep: Class 25 contains 6015 members 
Mstep: Class 26 contains 5886 members 
Mstep: Class 27 contains 22722 members 
Mstep: Class 28 contains 7732 members 
Mstep: Class 29 contains 8727 members 
Mstep: Class 30 contains 58667 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 7174 members 
Mstep: Class 33 contains 8313 members 
Entering Unmasked Estep 
Score: -235154544.000000 Penalty: 118698.507812
Splitting cluster 20 changes total score from -235136752.000000 to -235154544.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 21 (434951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434951 members 
Entering Unmasked Estep 
Score: -53060592.000000 Penalty: 3219.781006
	Iteration 0F: 2 clusters Score -5.306059e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217854 members 
Mstep: Class 2 contains 217097 members 
Entering Unmasked Estep 
Score: -52870892.000000 Penalty: 6439.562012
	Iteration 0F: 3 clusters Score -5.287089e+07 nChanged 211828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229394 members 
Mstep: Class 2 contains 205557 members 
Entering Unmasked Estep 
Score: -52998608.000000 Penalty: 6439.562012
	Iteration 1F: 3 clusters Score -5.299861e+07 nChanged 15615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237267 members 
Mstep: Class 2 contains 197684 members 
Entering Unmasked Estep 
Score: -53002208.000000 Penalty: 6439.562012
	Iteration 2Q: 3 clusters Score -5.300221e+07 nChanged 18783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248322 members 
Mstep: Class 2 contains 186629 members 
Entering Unmasked Estep 
Score: -53007536.000000 Penalty: 6439.562012
	Iteration 3Q: 3 clusters Score -5.300754e+07 nChanged 22692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262472 members 
Mstep: Class 2 contains 172479 members 
Entering Unmasked Estep 
Score: -53015820.000000 Penalty: 6439.562012
	Iteration 4F: 3 clusters Score -5.301582e+07 nChanged 26998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277840 members 
Mstep: Class 2 contains 157111 members 
Entering Unmasked Estep 
Score: -53025008.000000 Penalty: 6439.562012
	Iteration 5F: 3 clusters Score -5.302501e+07 nChanged 28180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291534 members 
Mstep: Class 2 contains 143417 members 
Entering Unmasked Estep 
Score: -53036388.000000 Penalty: 6439.562012
	Iteration 6F: 3 clusters Score -5.303639e+07 nChanged 28130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300244 members 
Mstep: Class 2 contains 134707 members 
Entering Unmasked Estep 
Score: -53051992.000000 Penalty: 6439.562012
	Iteration 7F: 3 clusters Score -5.305199e+07 nChanged 27732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301612 members 
Mstep: Class 2 contains 133339 members 
Entering Unmasked Estep 
Score: -53070076.000000 Penalty: 6439.562012
	Iteration 8F: 3 clusters Score -5.307008e+07 nChanged 25208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296436 members 
Mstep: Class 2 contains 138515 members 
Entering Unmasked Estep 
Score: -53082832.000000 Penalty: 6439.562012
	Iteration 9F: 3 clusters Score -5.308283e+07 nChanged 18630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288596 members 
Mstep: Class 2 contains 146355 members 
Entering Unmasked Estep 
Score: -53088204.000000 Penalty: 6439.562012
	Iteration 10Q: 3 clusters Score -5.30882e+07 nChanged 12105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280685 members 
Mstep: Class 2 contains 154266 members 
Entering Unmasked Estep 
Score: -53090892.000000 Penalty: 6439.562012
	Iteration 11Q: 3 clusters Score -5.309089e+07 nChanged 9141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272696 members 
Mstep: Class 2 contains 162255 members 
Entering Unmasked Estep 
Score: -53092464.000000 Penalty: 6439.562012
	Iteration 12Q: 3 clusters Score -5.309246e+07 nChanged 8515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264581 members 
Mstep: Class 2 contains 170370 members 
Entering Unmasked Estep 
Score: -53094536.000000 Penalty: 6439.562012
	Iteration 13Q: 3 clusters Score -5.309454e+07 nChanged 8545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256166 members 
Mstep: Class 2 contains 178785 members 
Entering Unmasked Estep 
Score: -53096328.000000 Penalty: 6439.562012
	Iteration 14Q: 3 clusters Score -5.309633e+07 nChanged 8954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247288 members 
Mstep: Class 2 contains 187663 members 
Entering Unmasked Estep 
Score: -53097960.000000 Penalty: 6439.562012
	Iteration 15Q: 3 clusters Score -5.309796e+07 nChanged 9425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237953 members 
Mstep: Class 2 contains 196998 members 
Entering Unmasked Estep 
Score: -53099488.000000 Penalty: 6439.562012
	Iteration 16Q: 3 clusters Score -5.309949e+07 nChanged 9679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228490 members 
Mstep: Class 2 contains 206461 members 
Entering Unmasked Estep 
Score: -53100908.000000 Penalty: 6439.562012
	Iteration 17Q: 3 clusters Score -5.310091e+07 nChanged 9551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219365 members 
Mstep: Class 2 contains 215586 members 
Entering Unmasked Estep 
Score: -53102336.000000 Penalty: 6439.562012
	Iteration 18Q: 3 clusters Score -5.310234e+07 nChanged 9190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210909 members 
Mstep: Class 2 contains 224042 members 
Entering Unmasked Estep 
Score: -53103336.000000 Penalty: 6439.562012
	Iteration 19Q: 3 clusters Score -5.310334e+07 nChanged 8860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203303 members 
Mstep: Class 2 contains 231648 members 
Entering Unmasked Estep 
Score: -53103896.000000 Penalty: 6439.562012
	Iteration 20F: 3 clusters Score -5.31039e+07 nChanged 8542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196873 members 
Mstep: Class 2 contains 238078 members 
Entering Unmasked Estep 
Score: -53104440.000000 Penalty: 6439.562012
	Iteration 21Q: 3 clusters Score -5.310444e+07 nChanged 8215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191808 members 
Mstep: Class 2 contains 243143 members 
Entering Unmasked Estep 
Score: -53105144.000000 Penalty: 6439.562012
	Iteration 22Q: 3 clusters Score -5.310514e+07 nChanged 7924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188048 members 
Mstep: Class 2 contains 246903 members 
Entering Unmasked Estep 
Score: -53105784.000000 Penalty: 6439.562012
	Iteration 23Q: 3 clusters Score -5.310578e+07 nChanged 7651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185767 members 
Mstep: Class 2 contains 249184 members 
Entering Unmasked Estep 
Score: -53106476.000000 Penalty: 6439.562012
	Iteration 24Q: 3 clusters Score -5.310648e+07 nChanged 7248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184653 members 
Mstep: Class 2 contains 250298 members 
Entering Unmasked Estep 
Score: -53106840.000000 Penalty: 6439.562012
	Iteration 25Q: 3 clusters Score -5.310684e+07 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184495 members 
Mstep: Class 2 contains 250456 members 
Entering Unmasked Estep 
Score: -53107624.000000 Penalty: 6439.562012
	Iteration 26Q: 3 clusters Score -5.310762e+07 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185353 members 
Mstep: Class 2 contains 249598 members 
Entering Unmasked Estep 
Score: -53108020.000000 Penalty: 6439.562012
	Iteration 27Q: 3 clusters Score -5.310802e+07 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186900 members 
Mstep: Class 2 contains 248051 members 
Entering Unmasked Estep 
Score: -53108248.000000 Penalty: 6439.562012
	Iteration 28Q: 3 clusters Score -5.310825e+07 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189095 members 
Mstep: Class 2 contains 245856 members 
Entering Unmasked Estep 
Score: -53108664.000000 Penalty: 6439.562012
	Iteration 29Q: 3 clusters Score -5.310866e+07 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191850 members 
Mstep: Class 2 contains 243101 members 
Entering Unmasked Estep 
Score: -53109464.000000 Penalty: 6439.562012
	Iteration 30Q: 3 clusters Score -5.310946e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194954 members 
Mstep: Class 2 contains 239997 members 
Entering Unmasked Estep 
Score: -53110068.000000 Penalty: 6439.562012
	Iteration 31Q: 3 clusters Score -5.311007e+07 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198314 members 
Mstep: Class 2 contains 236637 members 
Entering Unmasked Estep 
Score: -53110664.000000 Penalty: 6439.562012
	Iteration 32Q: 3 clusters Score -5.311066e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201865 members 
Mstep: Class 2 contains 233086 members 
Entering Unmasked Estep 
Score: -53110920.000000 Penalty: 6439.562012
	Iteration 33Q: 3 clusters Score -5.311092e+07 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205530 members 
Mstep: Class 2 contains 229421 members 
Entering Unmasked Estep 
Score: -53111764.000000 Penalty: 6439.562012
	Iteration 34Q: 3 clusters Score -5.311176e+07 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209202 members 
Mstep: Class 2 contains 225749 members 
Entering Unmasked Estep 
Score: -53112436.000000 Penalty: 6439.562012
	Iteration 35Q: 3 clusters Score -5.311244e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212687 members 
Mstep: Class 2 contains 222264 members 
Entering Unmasked Estep 
Score: -53113144.000000 Penalty: 6439.562012
	Iteration 36Q: 3 clusters Score -5.311314e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216009 members 
Mstep: Class 2 contains 218942 members 
Entering Unmasked Estep 
Score: -53113540.000000 Penalty: 6439.562012
	Iteration 37Q: 3 clusters Score -5.311354e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219148 members 
Mstep: Class 2 contains 215803 members 
Entering Unmasked Estep 
Score: -53113884.000000 Penalty: 6439.562012
	Iteration 38Q: 3 clusters Score -5.311388e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221868 members 
Mstep: Class 2 contains 213083 members 
Entering Unmasked Estep 
Score: -53114208.000000 Penalty: 6439.562012
	Iteration 39Q: 3 clusters Score -5.311421e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224196 members 
Mstep: Class 2 contains 210755 members 
Entering Unmasked Estep 
Score: -53114516.000000 Penalty: 6439.562012
	Iteration 40F: 3 clusters Score -5.311452e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226195 members 
Mstep: Class 2 contains 208756 members 
Entering Unmasked Estep 
Score: -53114748.000000 Penalty: 6439.562012
	Iteration 41Q: 3 clusters Score -5.311475e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227980 members 
Mstep: Class 2 contains 206971 members 
Entering Unmasked Estep 
Score: -53114816.000000 Penalty: 6439.562012
	Iteration 42Q: 3 clusters Score -5.311482e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229511 members 
Mstep: Class 2 contains 205440 members 
Entering Unmasked Estep 
Score: -53115056.000000 Penalty: 6439.562012
	Iteration 43Q: 3 clusters Score -5.311506e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230730 members 
Mstep: Class 2 contains 204221 members 
Entering Unmasked Estep 
Score: -53115328.000000 Penalty: 6439.562012
	Iteration 44Q: 3 clusters Score -5.311533e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231737 members 
Mstep: Class 2 contains 203214 members 
Entering Unmasked Estep 
Score: -53115556.000000 Penalty: 6439.562012
	Iteration 45Q: 3 clusters Score -5.311556e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232480 members 
Mstep: Class 2 contains 202471 members 
Entering Unmasked Estep 
Score: -53115516.000000 Penalty: 6439.562012
	Iteration 46Q: 3 clusters Score -5.311552e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232993 members 
Mstep: Class 2 contains 201958 members 
Entering Unmasked Estep 
Score: -53115404.000000 Penalty: 6439.562012
	Iteration 47Q: 3 clusters Score -5.31154e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233308 members 
Mstep: Class 2 contains 201643 members 
Entering Unmasked Estep 
Score: -53115268.000000 Penalty: 6439.562012
	Iteration 48Q: 3 clusters Score -5.311527e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233569 members 
Mstep: Class 2 contains 201382 members 
Entering Unmasked Estep 
Score: -53115300.000000 Penalty: 6439.562012
	Iteration 49Q: 3 clusters Score -5.31153e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233744 members 
Mstep: Class 2 contains 201207 members 
Entering Unmasked Estep 
Score: -53115296.000000 Penalty: 6439.562012
	Iteration 50Q: 3 clusters Score -5.31153e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233797 members 
Mstep: Class 2 contains 201154 members 
Entering Unmasked Estep 
Score: -53115020.000000 Penalty: 6439.562012
	Iteration 51Q: 3 clusters Score -5.311502e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233760 members 
Mstep: Class 2 contains 201191 members 
Entering Unmasked Estep 
Score: -53115104.000000 Penalty: 6439.562012
	Iteration 52Q: 3 clusters Score -5.31151e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233677 members 
Mstep: Class 2 contains 201274 members 
Entering Unmasked Estep 
Score: -53115044.000000 Penalty: 6439.562012
	Iteration 53Q: 3 clusters Score -5.311504e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233551 members 
Mstep: Class 2 contains 201400 members 
Entering Unmasked Estep 
Score: -53114996.000000 Penalty: 6439.562012
	Iteration 54Q: 3 clusters Score -5.3115e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233358 members 
Mstep: Class 2 contains 201593 members 
Entering Unmasked Estep 
Score: -53114988.000000 Penalty: 6439.562012
	Iteration 55Q: 3 clusters Score -5.311499e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233090 members 
Mstep: Class 2 contains 201861 members 
Entering Unmasked Estep 
Score: -53114920.000000 Penalty: 6439.562012
	Iteration 56Q: 3 clusters Score -5.311492e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232824 members 
Mstep: Class 2 contains 202127 members 
Entering Unmasked Estep 
Score: -53114908.000000 Penalty: 6439.562012
	Iteration 57Q: 3 clusters Score -5.311491e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232547 members 
Mstep: Class 2 contains 202404 members 
Entering Unmasked Estep 
Score: -53114816.000000 Penalty: 6439.562012
	Iteration 58Q: 3 clusters Score -5.311482e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232257 members 
Mstep: Class 2 contains 202694 members 
Entering Unmasked Estep 
Score: -53114772.000000 Penalty: 6439.562012
	Iteration 59Q: 3 clusters Score -5.311477e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231962 members 
Mstep: Class 2 contains 202989 members 
Entering Unmasked Estep 
Score: -53114800.000000 Penalty: 6439.562012
	Iteration 60F: 3 clusters Score -5.31148e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231679 members 
Mstep: Class 2 contains 203272 members 
Entering Unmasked Estep 
Score: -53114756.000000 Penalty: 6439.562012
	Iteration 61Q: 3 clusters Score -5.311476e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231426 members 
Mstep: Class 2 contains 203525 members 
Entering Unmasked Estep 
Score: -53114836.000000 Penalty: 6439.562012
	Iteration 62Q: 3 clusters Score -5.311484e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231196 members 
Mstep: Class 2 contains 203755 members 
Entering Unmasked Estep 
Score: -53114836.000000 Penalty: 6439.562012
	Iteration 63Q: 3 clusters Score -5.311484e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230973 members 
Mstep: Class 2 contains 203978 members 
Entering Unmasked Estep 
Score: -53114880.000000 Penalty: 6439.562012
	Iteration 64Q: 3 clusters Score -5.311488e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230781 members 
Mstep: Class 2 contains 204170 members 
Entering Unmasked Estep 
Score: -53114892.000000 Penalty: 6439.562012
	Iteration 65Q: 3 clusters Score -5.311489e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230601 members 
Mstep: Class 2 contains 204350 members 
Entering Unmasked Estep 
Score: -53114960.000000 Penalty: 6439.562012
	Iteration 66Q: 3 clusters Score -5.311496e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230414 members 
Mstep: Class 2 contains 204537 members 
Entering Unmasked Estep 
Score: -53114976.000000 Penalty: 6439.562012
	Iteration 67Q: 3 clusters Score -5.311498e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230246 members 
Mstep: Class 2 contains 204705 members 
Entering Unmasked Estep 
Score: -53114924.000000 Penalty: 6439.562012
	Iteration 68Q: 3 clusters Score -5.311492e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230091 members 
Mstep: Class 2 contains 204860 members 
Entering Unmasked Estep 
Score: -53114880.000000 Penalty: 6439.562012
	Iteration 69Q: 3 clusters Score -5.311488e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229958 members 
Mstep: Class 2 contains 204993 members 
Entering Unmasked Estep 
Score: -53114872.000000 Penalty: 6439.562012
	Iteration 70Q: 3 clusters Score -5.311487e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229834 members 
Mstep: Class 2 contains 205117 members 
Entering Unmasked Estep 
Score: -53114824.000000 Penalty: 6439.562012
	Iteration 71Q: 3 clusters Score -5.311482e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229714 members 
Mstep: Class 2 contains 205237 members 
Entering Unmasked Estep 
Score: -53114824.000000 Penalty: 6439.562012
	Iteration 72Q: 3 clusters Score -5.311482e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229621 members 
Mstep: Class 2 contains 205330 members 
Entering Unmasked Estep 
Score: -53114888.000000 Penalty: 6439.562012
	Iteration 73Q: 3 clusters Score -5.311489e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229547 members 
Mstep: Class 2 contains 205404 members 
Entering Unmasked Estep 
Score: -53114884.000000 Penalty: 6439.562012
	Iteration 74Q: 3 clusters Score -5.311488e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229470 members 
Mstep: Class 2 contains 205481 members 
Entering Unmasked Estep 
Score: -53114900.000000 Penalty: 6439.562012
	Iteration 75Q: 3 clusters Score -5.31149e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229386 members 
Mstep: Class 2 contains 205565 members 
Entering Unmasked Estep 
Score: -53114924.000000 Penalty: 6439.562012
	Iteration 76Q: 3 clusters Score -5.311492e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229298 members 
Mstep: Class 2 contains 205653 members 
Entering Unmasked Estep 
Score: -53114944.000000 Penalty: 6439.562012
	Iteration 77Q: 3 clusters Score -5.311494e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229216 members 
Mstep: Class 2 contains 205735 members 
Entering Unmasked Estep 
Score: -53114996.000000 Penalty: 6439.562012
	Iteration 78Q: 3 clusters Score -5.3115e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229159 members 
Mstep: Class 2 contains 205792 members 
Entering Unmasked Estep 
Score: -53114932.000000 Penalty: 6439.562012
	Iteration 79Q: 3 clusters Score -5.311493e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229114 members 
Mstep: Class 2 contains 205837 members 
Entering Unmasked Estep 
Score: -53114964.000000 Penalty: 6439.562012
	Iteration 80F: 3 clusters Score -5.311496e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229077 members 
Mstep: Class 2 contains 205874 members 
Entering Unmasked Estep 
Score: -53115000.000000 Penalty: 6439.562012
	Iteration 81Q: 3 clusters Score -5.3115e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229038 members 
Mstep: Class 2 contains 205913 members 
Entering Unmasked Estep 
Score: -53114976.000000 Penalty: 6439.562012
	Iteration 82Q: 3 clusters Score -5.311498e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228996 members 
Mstep: Class 2 contains 205955 members 
Entering Unmasked Estep 
Score: -53114912.000000 Penalty: 6439.562012
	Iteration 83Q: 3 clusters Score -5.311491e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228955 members 
Mstep: Class 2 contains 205996 members 
Entering Unmasked Estep 
Score: -53114876.000000 Penalty: 6439.562012
	Iteration 84Q: 3 clusters Score -5.311488e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228919 members 
Mstep: Class 2 contains 206032 members 
Entering Unmasked Estep 
Score: -53114912.000000 Penalty: 6439.562012
	Iteration 85Q: 3 clusters Score -5.311491e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228876 members 
Mstep: Class 2 contains 206075 members 
Entering Unmasked Estep 
Score: -53114888.000000 Penalty: 6439.562012
	Iteration 86Q: 3 clusters Score -5.311489e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228839 members 
Mstep: Class 2 contains 206112 members 
Entering Unmasked Estep 
Score: -53114920.000000 Penalty: 6439.562012
	Iteration 87Q: 3 clusters Score -5.311492e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228797 members 
Mstep: Class 2 contains 206154 members 
Entering Unmasked Estep 
Score: -53114928.000000 Penalty: 6439.562012
	Iteration 88Q: 3 clusters Score -5.311493e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228761 members 
Mstep: Class 2 contains 206190 members 
Entering Unmasked Estep 
Score: -53114884.000000 Penalty: 6439.562012
	Iteration 89Q: 3 clusters Score -5.311488e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228732 members 
Mstep: Class 2 contains 206219 members 
Entering Unmasked Estep 
Score: -53114888.000000 Penalty: 6439.562012
	Iteration 90Q: 3 clusters Score -5.311489e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228707 members 
Mstep: Class 2 contains 206244 members 
Entering Unmasked Estep 
Score: -53114868.000000 Penalty: 6439.562012
	Iteration 91Q: 3 clusters Score -5.311487e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228687 members 
Mstep: Class 2 contains 206264 members 
Entering Unmasked Estep 
Score: -53114856.000000 Penalty: 6439.562012
	Iteration 92Q: 3 clusters Score -5.311486e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228661 members 
Mstep: Class 2 contains 206290 members 
Entering Unmasked Estep 
Score: -53114936.000000 Penalty: 6439.562012
	Iteration 93Q: 3 clusters Score -5.311494e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228633 members 
Mstep: Class 2 contains 206318 members 
Entering Unmasked Estep 
Score: -53114880.000000 Penalty: 6439.562012
	Iteration 94Q: 3 clusters Score -5.311488e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228610 members 
Mstep: Class 2 contains 206341 members 
Entering Unmasked Estep 
Score: -53114900.000000 Penalty: 6439.562012
	Iteration 95Q: 3 clusters Score -5.31149e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228597 members 
Mstep: Class 2 contains 206354 members 
Entering Unmasked Estep 
Score: -53114900.000000 Penalty: 6439.562012
	Iteration 96Q: 3 clusters Score -5.31149e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228584 members 
Mstep: Class 2 contains 206367 members 
Entering Unmasked Estep 
Score: -53114884.000000 Penalty: 6439.562012
	Iteration 97Q: 3 clusters Score -5.311488e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228570 members 
Mstep: Class 2 contains 206381 members 
Entering Unmasked Estep 
Score: -53114872.000000 Penalty: 6439.562012
	Iteration 98Q: 3 clusters Score -5.311487e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228555 members 
Mstep: Class 2 contains 206396 members 
Entering Unmasked Estep 
Score: -53114868.000000 Penalty: 6439.562012
	Iteration 99Q: 3 clusters Score -5.311487e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228545 members 
Mstep: Class 2 contains 206406 members 
Entering Unmasked Estep 
Score: -53114868.000000 Penalty: 6439.562012
	Iteration 100F: 3 clusters Score -5.311487e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228537 members 
Mstep: Class 2 contains 206414 members 
Entering Unmasked Estep 
Score: -53114880.000000 Penalty: 6439.562012
	Iteration 101Q: 3 clusters Score -5.311488e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228526 members 
Mstep: Class 2 contains 206425 members 
Entering Unmasked Estep 
Score: -53114892.000000 Penalty: 6439.562012
	Iteration 102Q: 3 clusters Score -5.311489e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228511 members 
Mstep: Class 2 contains 206440 members 
Entering Unmasked Estep 
Score: -53114852.000000 Penalty: 6439.562012
	Iteration 103Q: 3 clusters Score -5.311485e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228503 members 
Mstep: Class 2 contains 206448 members 
Entering Unmasked Estep 
Score: -53114848.000000 Penalty: 6439.562012
	Iteration 104Q: 3 clusters Score -5.311485e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228493 members 
Mstep: Class 2 contains 206458 members 
Entering Unmasked Estep 
Score: -53114844.000000 Penalty: 6439.562012
	Iteration 105Q: 3 clusters Score -5.311484e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228486 members 
Mstep: Class 2 contains 206465 members 
Entering Unmasked Estep 
Score: -53114840.000000 Penalty: 6439.562012
	Iteration 106Q: 3 clusters Score -5.311484e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228481 members 
Mstep: Class 2 contains 206470 members 
Entering Unmasked Estep 
Score: -53114868.000000 Penalty: 6439.562012
	Iteration 107Q: 3 clusters Score -5.311487e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228478 members 
Mstep: Class 2 contains 206473 members 
Entering Unmasked Estep 
Score: -53114856.000000 Penalty: 6439.562012
	Iteration 108Q: 3 clusters Score -5.311486e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228476 members 
Mstep: Class 2 contains 206475 members 
Entering Unmasked Estep 
Score: -53114856.000000 Penalty: 6439.562012
	Iteration 109Q: 3 clusters Score -5.311486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228473 members 
Mstep: Class 2 contains 206478 members 
Entering Unmasked Estep 
Score: -53114852.000000 Penalty: 6439.562012
	Iteration 110Q: 3 clusters Score -5.311485e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228474 members 
Mstep: Class 2 contains 206477 members 
Entering Unmasked Estep 
Score: -53114832.000000 Penalty: 6439.562012
	Iteration 111Q: 3 clusters Score -5.311483e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228473 members 
Mstep: Class 2 contains 206478 members 
Entering Unmasked Estep 
Score: -53114860.000000 Penalty: 6439.562012
	Iteration 112Q: 3 clusters Score -5.311486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228472 members 
Mstep: Class 2 contains 206479 members 
Entering Unmasked Estep 
Score: -53114840.000000 Penalty: 6439.562012
	Iteration 113Q: 3 clusters Score -5.311484e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228471 members 
Mstep: Class 2 contains 206480 members 
Entering Unmasked Estep 
Score: -53114840.000000 Penalty: 6439.562012
	Iteration 114Q: 3 clusters Score -5.311484e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228470 members 
Mstep: Class 2 contains 206481 members 
Entering Unmasked Estep 
Score: -53114848.000000 Penalty: 6439.562012
	Iteration 115Q: 3 clusters Score -5.311485e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228471 members 
Mstep: Class 2 contains 206480 members 
Entering Unmasked Estep 
Score: -53114856.000000 Penalty: 6439.562012
	Iteration 116Q: 3 clusters Score -5.311486e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228471 members 
Mstep: Class 2 contains 206480 members 
Entering Unmasked Estep 
Score: -53114856.000000 Penalty: 6439.562012
	Iteration 117F: 3 clusters Score -5.311486e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 56768 members 
Mstep: Class 2 contains 161812 members 
Mstep: Class 3 contains 9654 members 
Mstep: Class 4 contains 242536 members 
Mstep: Class 5 contains 43436 members 
Mstep: Class 6 contains 723 members 
Mstep: Class 7 contains 12304 members 
Mstep: Class 8 contains 26346 members 
Mstep: Class 9 contains 115342 members 
Mstep: Class 10 contains 230247 members 
Mstep: Class 11 contains 21131 members 
Mstep: Class 12 contains 11957 members 
Mstep: Class 13 contains 16152 members 
Mstep: Class 14 contains 8610 members 
Mstep: Class 15 contains 8478 members 
Mstep: Class 16 contains 4484 members 
Mstep: Class 17 contains 91438 members 
Mstep: Class 18 contains 23434 members 
Mstep: Class 19 contains 15289 members 
Mstep: Class 20 contains 2640 members 
Mstep: Class 21 contains 228471 members 
Mstep: Class 22 contains 55379 members 
Mstep: Class 23 contains 2063 members 
Mstep: Class 24 contains 268591 members 
Mstep: Class 25 contains 6015 members 
Mstep: Class 26 contains 5886 members 
Mstep: Class 27 contains 22722 members 
Mstep: Class 28 contains 7732 members 
Mstep: Class 29 contains 8727 members 
Mstep: Class 30 contains 58667 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 7174 members 
Mstep: Class 33 contains 8313 members 
Mstep: Class 34 contains 206480 members 
Entering Unmasked Estep 
Score: -235227344.000000 Penalty: 122295.437500
Splitting cluster 21 changes total score from -235136752.000000 to -235227344.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 22 (55379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55379 members 
Entering Unmasked Estep 
Score: -6692522.500000 Penalty: 2708.645020
	Iteration 0F: 2 clusters Score -6692522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27597 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -6655403.500000 Penalty: 5417.290039
	Iteration 0F: 3 clusters Score -6655404 nChanged 25748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -6670712.500000 Penalty: 5417.290039
	Iteration 1F: 3 clusters Score -6670712 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28685 members 
Mstep: Class 2 contains 26694 members 
Entering Unmasked Estep 
Score: -6672719.500000 Penalty: 5417.290039
	Iteration 2F: 3 clusters Score -6672720 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -6675339.500000 Penalty: 5417.290039
	Iteration 3F: 3 clusters Score -6675340 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30918 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -6678034.000000 Penalty: 5417.290039
	Iteration 4F: 3 clusters Score -6678034 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32573 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -6680431.000000 Penalty: 5417.290039
	Iteration 5F: 3 clusters Score -6680431 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -6682235.000000 Penalty: 5417.290039
	Iteration 6F: 3 clusters Score -6682235 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -6683727.000000 Penalty: 5417.290039
	Iteration 7F: 3 clusters Score -6683727 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38144 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -6684956.000000 Penalty: 5417.290039
	Iteration 8Q: 3 clusters Score -6684956 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40020 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -6686007.500000 Penalty: 5417.290039
	Iteration 9Q: 3 clusters Score -6686008 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41850 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -6687052.000000 Penalty: 5417.290039
	Iteration 10Q: 3 clusters Score -6687052 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43507 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -6687967.000000 Penalty: 5417.290039
	Iteration 11Q: 3 clusters Score -6687967 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45066 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -6688812.500000 Penalty: 5417.290039
	Iteration 12Q: 3 clusters Score -6688812 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46426 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -6689515.500000 Penalty: 5417.290039
	Iteration 13Q: 3 clusters Score -6689516 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47571 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -6690049.000000 Penalty: 5417.290039
	Iteration 14Q: 3 clusters Score -6690049 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48542 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -6690491.500000 Penalty: 5417.290039
	Iteration 15Q: 3 clusters Score -6690492 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49303 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -6690839.500000 Penalty: 5417.290039
	Iteration 16Q: 3 clusters Score -6690840 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49974 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -6691132.500000 Penalty: 5417.290039
	Iteration 17Q: 3 clusters Score -6691132 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50502 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -6691354.500000 Penalty: 5417.290039
	Iteration 18Q: 3 clusters Score -6691354 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50911 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -6691500.000000 Penalty: 5417.290039
	Iteration 19Q: 3 clusters Score -6691500 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51225 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -6691613.500000 Penalty: 5417.290039
	Iteration 20F: 3 clusters Score -6691614 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51501 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -6691675.500000 Penalty: 5417.290039
	Iteration 21Q: 3 clusters Score -6691676 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51710 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -6691755.000000 Penalty: 5417.290039
	Iteration 22Q: 3 clusters Score -6691755 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51884 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -6691790.000000 Penalty: 5417.290039
	Iteration 23Q: 3 clusters Score -6691790 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52034 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -6691840.500000 Penalty: 5417.290039
	Iteration 24Q: 3 clusters Score -6691840 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52158 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -6691853.500000 Penalty: 5417.290039
	Iteration 25Q: 3 clusters Score -6691854 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52266 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -6691896.000000 Penalty: 5417.290039
	Iteration 26Q: 3 clusters Score -6691896 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52355 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -6691922.000000 Penalty: 5417.290039
	Iteration 27Q: 3 clusters Score -6691922 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52423 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -6691936.000000 Penalty: 5417.290039
	Iteration 28Q: 3 clusters Score -6691936 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52482 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -6691948.000000 Penalty: 5417.290039
	Iteration 29Q: 3 clusters Score -6691948 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52538 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -6691964.000000 Penalty: 5417.290039
	Iteration 30Q: 3 clusters Score -6691964 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52591 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -6691985.000000 Penalty: 5417.290039
	Iteration 31Q: 3 clusters Score -6691985 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52639 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -6692017.000000 Penalty: 5417.290039
	Iteration 32Q: 3 clusters Score -6692017 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52682 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -6692013.500000 Penalty: 5417.290039
	Iteration 33Q: 3 clusters Score -6692014 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52724 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -6692036.500000 Penalty: 5417.290039
	Iteration 34Q: 3 clusters Score -6692036 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52762 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -6692049.500000 Penalty: 5417.290039
	Iteration 35Q: 3 clusters Score -6692050 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52806 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -6692082.000000 Penalty: 5417.290039
	Iteration 36Q: 3 clusters Score -6692082 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52852 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -6692114.500000 Penalty: 5417.290039
	Iteration 37Q: 3 clusters Score -6692114 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52901 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -6692147.000000 Penalty: 5417.290039
	Iteration 38Q: 3 clusters Score -6692147 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52938 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -6692166.000000 Penalty: 5417.290039
	Iteration 39Q: 3 clusters Score -6692166 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52969 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -6692195.000000 Penalty: 5417.290039
	Iteration 40F: 3 clusters Score -6692195 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53002 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -6692194.000000 Penalty: 5417.290039
	Iteration 41Q: 3 clusters Score -6692194 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53038 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -6692234.500000 Penalty: 5417.290039
	Iteration 42Q: 3 clusters Score -6692234 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53083 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -6692264.500000 Penalty: 5417.290039
	Iteration 43Q: 3 clusters Score -6692264 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53111 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -6692295.500000 Penalty: 5417.290039
	Iteration 44Q: 3 clusters Score -6692296 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53123 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -6692311.500000 Penalty: 5417.290039
	Iteration 45Q: 3 clusters Score -6692312 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53123 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -6692305.500000 Penalty: 5417.290039
	Iteration 46Q: 3 clusters Score -6692306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53128 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -6692315.500000 Penalty: 5417.290039
	Iteration 47Q: 3 clusters Score -6692316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53132 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -6692318.500000 Penalty: 5417.290039
	Iteration 48Q: 3 clusters Score -6692318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53136 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -6692326.500000 Penalty: 5417.290039
	Iteration 49Q: 3 clusters Score -6692326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53140 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -6692322.000000 Penalty: 5417.290039
	Iteration 50Q: 3 clusters Score -6692322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53142 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -6692327.000000 Penalty: 5417.290039
	Iteration 51Q: 3 clusters Score -6692327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53141 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -6692324.500000 Penalty: 5417.290039
	Iteration 52Q: 3 clusters Score -6692324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53140 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -6692326.000000 Penalty: 5417.290039
	Iteration 53Q: 3 clusters Score -6692326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53140 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -6692326.000000 Penalty: 5417.290039
	Iteration 54F: 3 clusters Score -6692326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 56768 members 
Mstep: Class 2 contains 161812 members 
Mstep: Class 3 contains 9654 members 
Mstep: Class 4 contains 242536 members 
Mstep: Class 5 contains 43436 members 
Mstep: Class 6 contains 723 members 
Mstep: Class 7 contains 12304 members 
Mstep: Class 8 contains 26346 members 
Mstep: Class 9 contains 115342 members 
Mstep: Class 10 contains 230247 members 
Mstep: Class 11 contains 21131 members 
Mstep: Class 12 contains 11957 members 
Mstep: Class 13 contains 16152 members 
Mstep: Class 15 contains 8478 members 
Mstep: Class 16 contains 4484 members 
Mstep: Class 17 contains 91438 members 
Mstep: Class 18 contains 23434 members 
Mstep: Class 19 contains 15289 members 
Mstep: Class 20 contains 2640 members 
Mstep: Class 21 contains 228471 members 
Mstep: Class 22 contains 55379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235263712.000000 Penalty: 122295.437500
Iteration 39Q: 35 clusters Score -2.352637e+08 nChanged 70807
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 57013 members 
Mstep: Class 2 contains 162349 members 
Mstep: Class 3 contains 10207 members 
Mstep: Class 4 contains 234412 members 
Mstep: Class 5 contains 40636 members 
Mstep: Class 6 contains 733 members 
Mstep: Class 7 contains 13593 members 
Mstep: Class 8 contains 26622 members 
Mstep: Class 9 contains 119291 members 
Mstep: Class 10 contains 229944 members 
Mstep: Class 11 contains 24288 members 
Mstep: Class 12 contains 12304 members 
Mstep: Class 13 contains 17020 members 
Mstep: Class 14 contains 8579 members 
Mstep: Class 15 contains 8472 members 
Mstep: Class 16 contains 5154 members 
Mstep: Class 17 contains 92321 members 
Mstep: Class 18 contains 20814 members 
Mstep: Class 19 contains 15332 members 
Mstep: Class 20 contains 2647 members 
Mstep: Class 21 contains 243110 members 
Mstep: Class 22 contains 54948 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 264219 members 
Mstep: Class 25 contains 5931 members 
Mstep: Class 26 contains 6472 members 
Mstep: Class 27 contains 21875 members 
Mstep: Class 28 contains 7098 members 
Mstep: Class 29 contains 7532 members 
Mstep: Class 30 contains 55250 members 
Mstep: Class 31 contains 1142 members 
Mstep: Class 32 contains 6715 members 
Mstep: Class 33 contains 8079 members 
Mstep: Class 34 contains 203923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235287504.000000 Penalty: 122295.437500
Iteration 40F: 35 clusters Score -2.352875e+08 nChanged 51119
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 56937 members 
Mstep: Class 2 contains 161948 members 
Mstep: Class 3 contains 9243 members 
Mstep: Class 4 contains 228192 members 
Mstep: Class 5 contains 36611 members 
Mstep: Class 6 contains 733 members 
Mstep: Class 7 contains 14440 members 
Mstep: Class 8 contains 26004 members 
Mstep: Class 9 contains 121586 members 
Mstep: Class 10 contains 227228 members 
Mstep: Class 11 contains 25008 members 
Mstep: Class 12 contains 12450 members 
Mstep: Class 13 contains 16978 members 
Mstep: Class 14 contains 8940 members 
Mstep: Class 15 contains 8355 members 
Mstep: Class 16 contains 5485 members 
Mstep: Class 17 contains 92233 members 
Mstep: Class 18 contains 18198 members 
Mstep: Class 19 contains 15263 members 
Mstep: Class 20 contains 2695 members 
Mstep: Class 21 contains 249931 members 
Mstep: Class 22 contains 54099 members 
Mstep: Class 23 contains 2069 members 
Mstep: Class 24 contains 264418 members 
Mstep: Class 25 contains 5963 members 
Mstep: Class 26 contains 6910 members 
Mstep: Class 27 contains 21733 members 
Mstep: Class 28 contains 7596 members 
Mstep: Class 29 contains 7345 members 
Mstep: Class 30 contains 54640 members 
Mstep: Class 31 contains 1219 members 
Mstep: Class 32 contains 8159 members 
Mstep: Class 33 contains 8831 members 
Mstep: Class 34 contains 208646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235303712.000000 Penalty: 122295.437500
Iteration 41Q: 35 clusters Score -2.353037e+08 nChanged 36662
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 56988 members 
Mstep: Class 2 contains 161531 members 
Mstep: Class 3 contains 8576 members 
Mstep: Class 4 contains 222778 members 
Mstep: Class 5 contains 33116 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 15181 members 
Mstep: Class 8 contains 25520 members 
Mstep: Class 9 contains 124113 members 
Mstep: Class 10 contains 224993 members 
Mstep: Class 11 contains 25569 members 
Mstep: Class 12 contains 12563 members 
Mstep: Class 13 contains 16988 members 
Mstep: Class 14 contains 9046 members 
Mstep: Class 15 contains 8313 members 
Mstep: Class 16 contains 5790 members 
Mstep: Class 17 contains 92351 members 
Mstep: Class 18 contains 15867 members 
Mstep: Class 19 contains 15200 members 
Mstep: Class 20 contains 2755 members 
Mstep: Class 21 contains 255344 members 
Mstep: Class 22 contains 53411 members 
Mstep: Class 23 contains 2070 members 
Mstep: Class 24 contains 264963 members 
Mstep: Class 25 contains 6022 members 
Mstep: Class 26 contains 7404 members 
Mstep: Class 27 contains 21781 members 
Mstep: Class 28 contains 8054 members 
Mstep: Class 29 contains 7206 members 
Mstep: Class 30 contains 53795 members 
Mstep: Class 31 contains 1271 members 
Mstep: Class 32 contains 9221 members 
Mstep: Class 33 contains 9266 members 
Mstep: Class 34 contains 212306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235315872.000000 Penalty: 122295.437500
Iteration 42Q: 35 clusters Score -2.353159e+08 nChanged 31131
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 57066 members 
Mstep: Class 2 contains 161102 members 
Mstep: Class 3 contains 8141 members 
Mstep: Class 4 contains 217971 members 
Mstep: Class 5 contains 30035 members 
Mstep: Class 6 contains 735 members 
Mstep: Class 7 contains 15857 members 
Mstep: Class 8 contains 25218 members 
Mstep: Class 9 contains 126442 members 
Mstep: Class 10 contains 223221 members 
Mstep: Class 11 contains 25896 members 
Mstep: Class 12 contains 12695 members 
Mstep: Class 13 contains 16987 members 
Mstep: Class 14 contains 9003 members 
Mstep: Class 15 contains 8292 members 
Mstep: Class 16 contains 6045 members 
Mstep: Class 17 contains 92502 members 
Mstep: Class 18 contains 13751 members 
Mstep: Class 19 contains 15117 members 
Mstep: Class 20 contains 2793 members 
Mstep: Class 21 contains 259536 members 
Mstep: Class 22 contains 52806 members 
Mstep: Class 23 contains 2073 members 
Mstep: Class 24 contains 265760 members 
Mstep: Class 25 contains 6096 members 
Mstep: Class 26 contains 7949 members 
Mstep: Class 27 contains 21895 members 
Mstep: Class 28 contains 8481 members 
Mstep: Class 29 contains 7166 members 
Mstep: Class 30 contains 53020 members 
Mstep: Class 31 contains 1330 members 
Mstep: Class 32 contains 9955 members 
Mstep: Class 33 contains 9588 members 
Mstep: Class 34 contains 215564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235323440.000000 Penalty: 122295.437500
Iteration 43Q: 35 clusters Score -2.353234e+08 nChanged 27602
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 57185 members 
Mstep: Class 2 contains 160653 members 
Mstep: Class 3 contains 7806 members 
Mstep: Class 4 contains 213655 members 
Mstep: Class 5 contains 27311 members 
Mstep: Class 6 contains 734 members 
Mstep: Class 7 contains 16440 members 
Mstep: Class 8 contains 25003 members 
Mstep: Class 9 contains 128735 members 
Mstep: Class 10 contains 221581 members 
Mstep: Class 11 contains 26226 members 
Mstep: Class 12 contains 12843 members 
Mstep: Class 13 contains 16970 members 
Mstep: Class 14 contains 8870 members 
Mstep: Class 15 contains 8270 members 
Mstep: Class 16 contains 6240 members 
Mstep: Class 17 contains 92673 members 
Mstep: Class 18 contains 11863 members 
Mstep: Class 19 contains 15017 members 
Mstep: Class 20 contains 2836 members 
Mstep: Class 21 contains 262833 members 
Mstep: Class 22 contains 52289 members 
Mstep: Class 23 contains 2073 members 
Mstep: Class 24 contains 266708 members 
Mstep: Class 25 contains 6177 members 
Mstep: Class 26 contains 8548 members 
Mstep: Class 27 contains 22036 members 
Mstep: Class 28 contains 8880 members 
Mstep: Class 29 contains 7172 members 
Mstep: Class 30 contains 52290 members 
Mstep: Class 31 contains 1388 members 
Mstep: Class 32 contains 10484 members 
Mstep: Class 33 contains 9796 members 
Mstep: Class 34 contains 218503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235329968.000000 Penalty: 122295.437500
Iteration 44Q: 35 clusters Score -2.3533e+08 nChanged 24715
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 57320 members 
Mstep: Class 2 contains 160238 members 
Mstep: Class 3 contains 7532 members 
Mstep: Class 4 contains 209822 members 
Mstep: Class 5 contains 24879 members 
Mstep: Class 6 contains 733 members 
Mstep: Class 7 contains 16972 members 
Mstep: Class 8 contains 24864 members 
Mstep: Class 9 contains 131018 members 
Mstep: Class 10 contains 219979 members 
Mstep: Class 11 contains 26605 members 
Mstep: Class 12 contains 12968 members 
Mstep: Class 13 contains 16963 members 
Mstep: Class 14 contains 8715 members 
Mstep: Class 15 contains 8262 members 
Mstep: Class 16 contains 6384 members 
Mstep: Class 17 contains 92793 members 
Mstep: Class 18 contains 10256 members 
Mstep: Class 19 contains 14931 members 
Mstep: Class 20 contains 2873 members 
Mstep: Class 21 contains 265186 members 
Mstep: Class 22 contains 51881 members 
Mstep: Class 23 contains 2075 members 
Mstep: Class 24 contains 267777 members 
Mstep: Class 25 contains 6268 members 
Mstep: Class 26 contains 9179 members 
Mstep: Class 27 contains 22202 members 
Mstep: Class 28 contains 9246 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 51599 members 
Mstep: Class 31 contains 1435 members 
Mstep: Class 32 contains 10839 members 
Mstep: Class 33 contains 9924 members 
Mstep: Class 34 contains 221202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235334528.000000 Penalty: 122295.437500
Iteration 45Q: 35 clusters Score -2.353345e+08 nChanged 22363
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 57429 members 
Mstep: Class 2 contains 159860 members 
Mstep: Class 3 contains 7358 members 
Mstep: Class 4 contains 206543 members 
Mstep: Class 5 contains 22679 members 
Mstep: Class 6 contains 733 members 
Mstep: Class 7 contains 17467 members 
Mstep: Class 8 contains 24774 members 
Mstep: Class 9 contains 133264 members 
Mstep: Class 10 contains 218497 members 
Mstep: Class 11 contains 26908 members 
Mstep: Class 12 contains 13112 members 
Mstep: Class 13 contains 16937 members 
Mstep: Class 14 contains 8537 members 
Mstep: Class 15 contains 8249 members 
Mstep: Class 16 contains 6513 members 
Mstep: Class 17 contains 92887 members 
Mstep: Class 18 contains 8838 members 
Mstep: Class 19 contains 14841 members 
Mstep: Class 20 contains 2903 members 
Mstep: Class 21 contains 266998 members 
Mstep: Class 22 contains 51492 members 
Mstep: Class 23 contains 2074 members 
Mstep: Class 24 contains 268863 members 
Mstep: Class 25 contains 6379 members 
Mstep: Class 26 contains 9807 members 
Mstep: Class 27 contains 22375 members 
Mstep: Class 28 contains 9557 members 
Mstep: Class 29 contains 7163 members 
Mstep: Class 30 contains 50941 members 
Mstep: Class 31 contains 1476 members 
Mstep: Class 32 contains 11030 members 
Mstep: Class 33 contains 10031 members 
Mstep: Class 34 contains 223573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235340528.000000 Penalty: 122295.437500
Iteration 46Q: 35 clusters Score -2.353405e+08 nChanged 20192
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 57503 members 
Mstep: Class 2 contains 159555 members 
Mstep: Class 3 contains 7189 members 
Mstep: Class 4 contains 203671 members 
Mstep: Class 5 contains 20634 members 
Mstep: Class 6 contains 735 members 
Mstep: Class 7 contains 17890 members 
Mstep: Class 8 contains 24718 members 
Mstep: Class 9 contains 135474 members 
Mstep: Class 10 contains 216993 members 
Mstep: Class 11 contains 27188 members 
Mstep: Class 12 contains 13240 members 
Mstep: Class 13 contains 16926 members 
Mstep: Class 14 contains 8399 members 
Mstep: Class 15 contains 8237 members 
Mstep: Class 16 contains 6634 members 
Mstep: Class 17 contains 93021 members 
Mstep: Class 18 contains 7653 members 
Mstep: Class 19 contains 14764 members 
Mstep: Class 20 contains 2930 members 
Mstep: Class 21 contains 268361 members 
Mstep: Class 22 contains 51127 members 
Mstep: Class 23 contains 2073 members 
Mstep: Class 24 contains 269992 members 
Mstep: Class 25 contains 6498 members 
Mstep: Class 26 contains 10415 members 
Mstep: Class 27 contains 22584 members 
Mstep: Class 28 contains 9828 members 
Mstep: Class 29 contains 7182 members 
Mstep: Class 30 contains 50341 members 
Mstep: Class 31 contains 1512 members 
Mstep: Class 32 contains 11107 members 
Mstep: Class 33 contains 10129 members 
Mstep: Class 34 contains 225585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235343968.000000 Penalty: 122295.437500
Iteration 47Q: 35 clusters Score -2.35344e+08 nChanged 18217
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 57574 members 
Mstep: Class 2 contains 159305 members 
Mstep: Class 3 contains 7062 members 
Mstep: Class 4 contains 201261 members 
Mstep: Class 5 contains 18809 members 
Mstep: Class 6 contains 735 members 
Mstep: Class 7 contains 18286 members 
Mstep: Class 8 contains 24625 members 
Mstep: Class 9 contains 137595 members 
Mstep: Class 10 contains 215627 members 
Mstep: Class 11 contains 27497 members 
Mstep: Class 12 contains 13355 members 
Mstep: Class 13 contains 16921 members 
Mstep: Class 14 contains 8267 members 
Mstep: Class 15 contains 8235 members 
Mstep: Class 16 contains 6729 members 
Mstep: Class 17 contains 93166 members 
Mstep: Class 18 contains 6586 members 
Mstep: Class 19 contains 14690 members 
Mstep: Class 20 contains 2960 members 
Mstep: Class 21 contains 269188 members 
Mstep: Class 22 contains 50845 members 
Mstep: Class 23 contains 2072 members 
Mstep: Class 24 contains 271093 members 
Mstep: Class 25 contains 6600 members 
Mstep: Class 26 contains 11013 members 
Mstep: Class 27 contains 22749 members 
Mstep: Class 28 contains 10069 members 
Mstep: Class 29 contains 7196 members 
Mstep: Class 30 contains 49821 members 
Mstep: Class 31 contains 1539 members 
Mstep: Class 32 contains 11063 members 
Mstep: Class 33 contains 10182 members 
Mstep: Class 34 contains 227373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235348096.000000 Penalty: 122295.437500
Iteration 48Q: 35 clusters Score -2.353481e+08 nChanged 16786
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 57616 members 
Mstep: Class 2 contains 159093 members 
Mstep: Class 3 contains 7009 members 
Mstep: Class 4 contains 199263 members 
Mstep: Class 5 contains 17099 members 
Mstep: Class 6 contains 735 members 
Mstep: Class 7 contains 18675 members 
Mstep: Class 8 contains 24503 members 
Mstep: Class 9 contains 139659 members 
Mstep: Class 10 contains 214318 members 
Mstep: Class 11 contains 27766 members 
Mstep: Class 12 contains 13447 members 
Mstep: Class 13 contains 16924 members 
Mstep: Class 14 contains 8130 members 
Mstep: Class 15 contains 8242 members 
Mstep: Class 16 contains 6818 members 
Mstep: Class 17 contains 93254 members 
Mstep: Class 18 contains 5667 members 
Mstep: Class 19 contains 14595 members 
Mstep: Class 20 contains 2973 members 
Mstep: Class 21 contains 269757 members 
Mstep: Class 22 contains 50622 members 
Mstep: Class 23 contains 2072 members 
Mstep: Class 24 contains 272143 members 
Mstep: Class 25 contains 6725 members 
Mstep: Class 26 contains 11593 members 
Mstep: Class 27 contains 22868 members 
Mstep: Class 28 contains 10258 members 
Mstep: Class 29 contains 7234 members 
Mstep: Class 30 contains 49329 members 
Mstep: Class 31 contains 1566 members 
Mstep: Class 32 contains 10965 members 
Mstep: Class 33 contains 10227 members 
Mstep: Class 34 contains 228943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235350896.000000 Penalty: 122295.437500
Iteration 49Q: 35 clusters Score -2.353509e+08 nChanged 15529
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 57651 members 
Mstep: Class 2 contains 158939 members 
Mstep: Class 3 contains 6953 members 
Mstep: Class 4 contains 197460 members 
Mstep: Class 5 contains 15609 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 19040 members 
Mstep: Class 8 contains 24395 members 
Mstep: Class 9 contains 141578 members 
Mstep: Class 10 contains 213043 members 
Mstep: Class 11 contains 28050 members 
Mstep: Class 12 contains 13519 members 
Mstep: Class 13 contains 16933 members 
Mstep: Class 14 contains 8026 members 
Mstep: Class 15 contains 8249 members 
Mstep: Class 16 contains 6902 members 
Mstep: Class 17 contains 93320 members 
Mstep: Class 18 contains 4907 members 
Mstep: Class 19 contains 14498 members 
Mstep: Class 20 contains 2998 members 
Mstep: Class 21 contains 270300 members 
Mstep: Class 22 contains 50396 members 
Mstep: Class 23 contains 2073 members 
Mstep: Class 24 contains 273056 members 
Mstep: Class 25 contains 6857 members 
Mstep: Class 26 contains 12177 members 
Mstep: Class 27 contains 22970 members 
Mstep: Class 28 contains 10442 members 
Mstep: Class 29 contains 7274 members 
Mstep: Class 30 contains 48865 members 
Mstep: Class 31 contains 1589 members 
Mstep: Class 32 contains 10839 members 
Mstep: Class 33 contains 10267 members 
Mstep: Class 34 contains 230176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235353024.000000 Penalty: 122295.437500
Iteration 50Q: 35 clusters Score -2.35353e+08 nChanged 13969
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 57688 members 
Mstep: Class 2 contains 158841 members 
Mstep: Class 3 contains 6906 members 
Mstep: Class 4 contains 195898 members 
Mstep: Class 5 contains 14324 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 19356 members 
Mstep: Class 8 contains 24273 members 
Mstep: Class 9 contains 143454 members 
Mstep: Class 10 contains 211817 members 
Mstep: Class 11 contains 28314 members 
Mstep: Class 12 contains 13575 members 
Mstep: Class 13 contains 16956 members 
Mstep: Class 14 contains 7943 members 
Mstep: Class 15 contains 8249 members 
Mstep: Class 16 contains 6967 members 
Mstep: Class 17 contains 93340 members 
Mstep: Class 18 contains 4234 members 
Mstep: Class 19 contains 14442 members 
Mstep: Class 20 contains 3011 members 
Mstep: Class 21 contains 270799 members 
Mstep: Class 22 contains 50202 members 
Mstep: Class 23 contains 2073 members 
Mstep: Class 24 contains 273913 members 
Mstep: Class 25 contains 7000 members 
Mstep: Class 26 contains 12669 members 
Mstep: Class 27 contains 23055 members 
Mstep: Class 28 contains 10572 members 
Mstep: Class 29 contains 7312 members 
Mstep: Class 30 contains 48432 members 
Mstep: Class 31 contains 1606 members 
Mstep: Class 32 contains 10710 members 
Mstep: Class 33 contains 10306 members 
Mstep: Class 34 contains 231114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235355120.000000 Penalty: 122295.437500
Iteration 51Q: 35 clusters Score -2.353551e+08 nChanged 12779
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 57732 members 
Mstep: Class 2 contains 158734 members 
Mstep: Class 3 contains 6869 members 
Mstep: Class 4 contains 194477 members 
Mstep: Class 5 contains 13208 members 
Mstep: Class 6 contains 740 members 
Mstep: Class 7 contains 19648 members 
Mstep: Class 8 contains 24124 members 
Mstep: Class 9 contains 145197 members 
Mstep: Class 10 contains 210660 members 
Mstep: Class 11 contains 28562 members 
Mstep: Class 12 contains 13634 members 
Mstep: Class 13 contains 16972 members 
Mstep: Class 14 contains 7892 members 
Mstep: Class 15 contains 8248 members 
Mstep: Class 16 contains 7027 members 
Mstep: Class 17 contains 93388 members 
Mstep: Class 18 contains 3667 members 
Mstep: Class 19 contains 14361 members 
Mstep: Class 20 contains 3024 members 
Mstep: Class 21 contains 271283 members 
Mstep: Class 22 contains 50059 members 
Mstep: Class 23 contains 2074 members 
Mstep: Class 24 contains 274696 members 
Mstep: Class 25 contains 7170 members 
Mstep: Class 26 contains 13123 members 
Mstep: Class 27 contains 23139 members 
Mstep: Class 28 contains 10693 members 
Mstep: Class 29 contains 7359 members 
Mstep: Class 30 contains 48059 members 
Mstep: Class 31 contains 1623 members 
Mstep: Class 32 contains 10581 members 
Mstep: Class 33 contains 10318 members 
Mstep: Class 34 contains 231747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235357008.000000 Penalty: 122295.437500
Iteration 52Q: 35 clusters Score -2.35357e+08 nChanged 11749
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 57807 members 
Mstep: Class 2 contains 158585 members 
Mstep: Class 3 contains 6835 members 
Mstep: Class 4 contains 193297 members 
Mstep: Class 5 contains 12162 members 
Mstep: Class 6 contains 741 members 
Mstep: Class 7 contains 19954 members 
Mstep: Class 8 contains 23958 members 
Mstep: Class 9 contains 146923 members 
Mstep: Class 10 contains 209589 members 
Mstep: Class 11 contains 28810 members 
Mstep: Class 12 contains 13682 members 
Mstep: Class 13 contains 16981 members 
Mstep: Class 14 contains 7863 members 
Mstep: Class 15 contains 8242 members 
Mstep: Class 16 contains 7088 members 
Mstep: Class 17 contains 93363 members 
Mstep: Class 18 contains 3214 members 
Mstep: Class 19 contains 14307 members 
Mstep: Class 20 contains 3034 members 
Mstep: Class 21 contains 271700 members 
Mstep: Class 22 contains 49887 members 
Mstep: Class 23 contains 2073 members 
Mstep: Class 24 contains 275363 members 
Mstep: Class 25 contains 7365 members 
Mstep: Class 26 contains 13524 members 
Mstep: Class 27 contains 23226 members 
Mstep: Class 28 contains 10806 members 
Mstep: Class 29 contains 7396 members 
Mstep: Class 30 contains 47765 members 
Mstep: Class 31 contains 1638 members 
Mstep: Class 32 contains 10446 members 
Mstep: Class 33 contains 10318 members 
Mstep: Class 34 contains 232146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235358960.000000 Penalty: 122295.437500
Iteration 53Q: 35 clusters Score -2.35359e+08 nChanged 10552
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 57858 members 
Mstep: Class 2 contains 158492 members 
Mstep: Class 3 contains 6802 members 
Mstep: Class 4 contains 192340 members 
Mstep: Class 5 contains 11245 members 
Mstep: Class 6 contains 742 members 
Mstep: Class 7 contains 20254 members 
Mstep: Class 8 contains 23760 members 
Mstep: Class 9 contains 148482 members 
Mstep: Class 10 contains 208449 members 
Mstep: Class 11 contains 28992 members 
Mstep: Class 12 contains 13710 members 
Mstep: Class 13 contains 17010 members 
Mstep: Class 14 contains 7829 members 
Mstep: Class 15 contains 8252 members 
Mstep: Class 16 contains 7136 members 
Mstep: Class 17 contains 93322 members 
Mstep: Class 18 contains 3028 members 
Mstep: Class 19 contains 14251 members 
Mstep: Class 20 contains 3048 members 
Mstep: Class 21 contains 272108 members 
Mstep: Class 22 contains 49743 members 
Mstep: Class 23 contains 2074 members 
Mstep: Class 24 contains 275956 members 
Mstep: Class 25 contains 7576 members 
Mstep: Class 26 contains 13915 members 
Mstep: Class 27 contains 23306 members 
Mstep: Class 28 contains 10896 members 
Mstep: Class 29 contains 7429 members 
Mstep: Class 30 contains 47458 members 
Mstep: Class 31 contains 1650 members 
Mstep: Class 32 contains 10344 members 
Mstep: Class 33 contains 10295 members 
Mstep: Class 34 contains 232336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235360768.000000 Penalty: 122295.437500
Iteration 54Q: 35 clusters Score -2.353608e+08 nChanged 10131
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 57896 members 
Mstep: Class 2 contains 158434 members 
Mstep: Class 3 contains 6781 members 
Mstep: Class 4 contains 191478 members 
Mstep: Class 5 contains 10443 members 
Mstep: Class 6 contains 740 members 
Mstep: Class 7 contains 20563 members 
Mstep: Class 8 contains 23486 members 
Mstep: Class 9 contains 150019 members 
Mstep: Class 10 contains 206943 members 
Mstep: Class 11 contains 29150 members 
Mstep: Class 12 contains 13727 members 
Mstep: Class 13 contains 17022 members 
Mstep: Class 14 contains 7814 members 
Mstep: Class 15 contains 8256 members 
Mstep: Class 16 contains 7179 members 
Mstep: Class 17 contains 93264 members 
Mstep: Class 18 contains 3214 members 
Mstep: Class 19 contains 14197 members 
Mstep: Class 20 contains 3048 members 
Mstep: Class 21 contains 272668 members 
Mstep: Class 22 contains 49593 members 
Mstep: Class 23 contains 2074 members 
Mstep: Class 24 contains 276527 members 
Mstep: Class 25 contains 7813 members 
Mstep: Class 26 contains 14287 members 
Mstep: Class 27 contains 23350 members 
Mstep: Class 28 contains 10989 members 
Mstep: Class 29 contains 7463 members 
Mstep: Class 30 contains 47128 members 
Mstep: Class 31 contains 1653 members 
Mstep: Class 32 contains 10279 members 
Mstep: Class 33 contains 10284 members 
Mstep: Class 34 contains 232326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235361760.000000 Penalty: 122295.437500
Iteration 55Q: 35 clusters Score -2.353618e+08 nChanged 9393
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 57912 members 
Mstep: Class 2 contains 158431 members 
Mstep: Class 3 contains 6777 members 
Mstep: Class 4 contains 190807 members 
Mstep: Class 5 contains 9717 members 
Mstep: Class 6 contains 740 members 
Mstep: Class 7 contains 20884 members 
Mstep: Class 8 contains 23211 members 
Mstep: Class 9 contains 151489 members 
Mstep: Class 10 contains 205530 members 
Mstep: Class 11 contains 29314 members 
Mstep: Class 12 contains 13739 members 
Mstep: Class 13 contains 17013 members 
Mstep: Class 14 contains 7792 members 
Mstep: Class 15 contains 8252 members 
Mstep: Class 16 contains 7203 members 
Mstep: Class 17 contains 93128 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 14151 members 
Mstep: Class 20 contains 3052 members 
Mstep: Class 21 contains 273255 members 
Mstep: Class 22 contains 49422 members 
Mstep: Class 23 contains 2073 members 
Mstep: Class 24 contains 277038 members 
Mstep: Class 25 contains 8146 members 
Mstep: Class 26 contains 14636 members 
Mstep: Class 27 contains 23372 members 
Mstep: Class 28 contains 11071 members 
Mstep: Class 29 contains 7497 members 
Mstep: Class 30 contains 46817 members 
Mstep: Class 31 contains 1662 members 
Mstep: Class 32 contains 10237 members 
Mstep: Class 33 contains 10270 members 
Mstep: Class 34 contains 232031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235362336.000000 Penalty: 122295.437500
Iteration 56Q: 35 clusters Score -2.353623e+08 nChanged 8837
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 57911 members 
Mstep: Class 2 contains 158450 members 
Mstep: Class 3 contains 6783 members 
Mstep: Class 4 contains 190336 members 
Mstep: Class 5 contains 9058 members 
Mstep: Class 6 contains 740 members 
Mstep: Class 7 contains 21187 members 
Mstep: Class 8 contains 22808 members 
Mstep: Class 9 contains 152854 members 
Mstep: Class 10 contains 204267 members 
Mstep: Class 11 contains 29491 members 
Mstep: Class 12 contains 13760 members 
Mstep: Class 13 contains 16989 members 
Mstep: Class 14 contains 7798 members 
Mstep: Class 15 contains 8253 members 
Mstep: Class 16 contains 7222 members 
Mstep: Class 17 contains 92992 members 
Mstep: Class 18 contains 3609 members 
Mstep: Class 19 contains 14112 members 
Mstep: Class 20 contains 3055 members 
Mstep: Class 21 contains 273833 members 
Mstep: Class 22 contains 49262 members 
Mstep: Class 23 contains 2073 members 
Mstep: Class 24 contains 277523 members 
Mstep: Class 25 contains 8545 members 
Mstep: Class 26 contains 14947 members 
Mstep: Class 27 contains 23385 members 
Mstep: Class 28 contains 11116 members 
Mstep: Class 29 contains 7545 members 
Mstep: Class 30 contains 46501 members 
Mstep: Class 31 contains 1669 members 
Mstep: Class 32 contains 10219 members 
Mstep: Class 33 contains 10251 members 
Mstep: Class 34 contains 231544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235361936.000000 Penalty: 122295.437500
Iteration 57Q: 35 clusters Score -2.353619e+08 nChanged 8442
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 57939 members 
Mstep: Class 2 contains 158486 members 
Mstep: Class 3 contains 6774 members 
Mstep: Class 4 contains 189948 members 
Mstep: Class 5 contains 8514 members 
Mstep: Class 6 contains 741 members 
Mstep: Class 7 contains 21476 members 
Mstep: Class 8 contains 22281 members 
Mstep: Class 9 contains 154129 members 
Mstep: Class 10 contains 203140 members 
Mstep: Class 11 contains 29647 members 
Mstep: Class 12 contains 13772 members 
Mstep: Class 13 contains 16984 members 
Mstep: Class 14 contains 7807 members 
Mstep: Class 15 contains 8259 members 
Mstep: Class 16 contains 7212 members 
Mstep: Class 17 contains 92829 members 
Mstep: Class 18 contains 3797 members 
Mstep: Class 19 contains 14047 members 
Mstep: Class 20 contains 3061 members 
Mstep: Class 21 contains 274517 members 
Mstep: Class 22 contains 49073 members 
Mstep: Class 23 contains 2073 members 
Mstep: Class 24 contains 277945 members 
Mstep: Class 25 contains 9080 members 
Mstep: Class 26 contains 15245 members 
Mstep: Class 27 contains 23391 members 
Mstep: Class 28 contains 11151 members 
Mstep: Class 29 contains 7591 members 
Mstep: Class 30 contains 46190 members 
Mstep: Class 31 contains 1678 members 
Mstep: Class 32 contains 10203 members 
Mstep: Class 33 contains 10213 members 
Mstep: Class 34 contains 230895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235363488.000000 Penalty: 122295.437500
Iteration 58Q: 35 clusters Score -2.353635e+08 nChanged 8209
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 57960 members 
Mstep: Class 2 contains 158532 members 
Mstep: Class 3 contains 6777 members 
Mstep: Class 4 contains 189552 members 
Mstep: Class 5 contains 8052 members 
Mstep: Class 6 contains 741 members 
Mstep: Class 7 contains 21754 members 
Mstep: Class 8 contains 21669 members 
Mstep: Class 9 contains 155246 members 
Mstep: Class 10 contains 202161 members 
Mstep: Class 11 contains 29784 members 
Mstep: Class 12 contains 13784 members 
Mstep: Class 13 contains 16986 members 
Mstep: Class 14 contains 7828 members 
Mstep: Class 15 contains 8255 members 
Mstep: Class 16 contains 7214 members 
Mstep: Class 17 contains 92626 members 
Mstep: Class 18 contains 3984 members 
Mstep: Class 19 contains 14011 members 
Mstep: Class 20 contains 3069 members 
Mstep: Class 21 contains 275338 members 
Mstep: Class 22 contains 48896 members 
Mstep: Class 23 contains 2073 members 
Mstep: Class 24 contains 278279 members 
Mstep: Class 25 contains 9746 members 
Mstep: Class 26 contains 15505 members 
Mstep: Class 27 contains 23372 members 
Mstep: Class 28 contains 11177 members 
Mstep: Class 29 contains 7654 members 
Mstep: Class 30 contains 45894 members 
Mstep: Class 31 contains 1683 members 
Mstep: Class 32 contains 10183 members 
Mstep: Class 33 contains 10169 members 
Mstep: Class 34 contains 230134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235365040.000000 Penalty: 122295.437500
Iteration 59Q: 35 clusters Score -2.35365e+08 nChanged 8143
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 57989 members 
Mstep: Class 2 contains 158567 members 
Mstep: Class 3 contains 6777 members 
Mstep: Class 4 contains 189296 members 
Mstep: Class 5 contains 7658 members 
Mstep: Class 6 contains 741 members 
Mstep: Class 7 contains 22022 members 
Mstep: Class 8 contains 20969 members 
Mstep: Class 9 contains 156226 members 
Mstep: Class 10 contains 201216 members 
Mstep: Class 11 contains 29962 members 
Mstep: Class 12 contains 13794 members 
Mstep: Class 13 contains 17001 members 
Mstep: Class 14 contains 7845 members 
Mstep: Class 15 contains 8253 members 
Mstep: Class 16 contains 7210 members 
Mstep: Class 17 contains 92403 members 
Mstep: Class 18 contains 4127 members 
Mstep: Class 19 contains 13976 members 
Mstep: Class 20 contains 3071 members 
Mstep: Class 21 contains 276204 members 
Mstep: Class 22 contains 48777 members 
Mstep: Class 23 contains 2074 members 
Mstep: Class 24 contains 278582 members 
Mstep: Class 25 contains 10518 members 
Mstep: Class 26 contains 15776 members 
Mstep: Class 27 contains 23346 members 
Mstep: Class 28 contains 11196 members 
Mstep: Class 29 contains 7688 members 
Mstep: Class 30 contains 45602 members 
Mstep: Class 31 contains 1691 members 
Mstep: Class 32 contains 10171 members 
Mstep: Class 33 contains 10125 members 
Mstep: Class 34 contains 229235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235366672.000000 Penalty: 122295.437500
Iteration 60F: 35 clusters Score -2.353667e+08 nChanged 8386
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 58013 members 
Mstep: Class 2 contains 158581 members 
Mstep: Class 3 contains 6822 members 
Mstep: Class 4 contains 189076 members 
Mstep: Class 5 contains 7305 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 22282 members 
Mstep: Class 8 contains 20285 members 
Mstep: Class 9 contains 156991 members 
Mstep: Class 10 contains 200342 members 
Mstep: Class 11 contains 30118 members 
Mstep: Class 12 contains 13804 members 
Mstep: Class 13 contains 17015 members 
Mstep: Class 14 contains 7810 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 7200 members 
Mstep: Class 17 contains 92204 members 
Mstep: Class 18 contains 4267 members 
Mstep: Class 19 contains 13935 members 
Mstep: Class 20 contains 3069 members 
Mstep: Class 21 contains 277115 members 
Mstep: Class 22 contains 48615 members 
Mstep: Class 23 contains 2072 members 
Mstep: Class 24 contains 278828 members 
Mstep: Class 25 contains 11410 members 
Mstep: Class 26 contains 16191 members 
Mstep: Class 27 contains 23218 members 
Mstep: Class 28 contains 11232 members 
Mstep: Class 29 contains 7674 members 
Mstep: Class 30 contains 45346 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 10252 members 
Mstep: Class 33 contains 10093 members 
Mstep: Class 34 contains 228211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235369856.000000 Penalty: 122295.437500
Iteration 61Q: 35 clusters Score -2.353699e+08 nChanged 8419
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 58025 members 
Mstep: Class 2 contains 158608 members 
Mstep: Class 3 contains 6849 members 
Mstep: Class 4 contains 188890 members 
Mstep: Class 5 contains 6992 members 
Mstep: Class 6 contains 765 members 
Mstep: Class 7 contains 22532 members 
Mstep: Class 8 contains 19691 members 
Mstep: Class 9 contains 157856 members 
Mstep: Class 10 contains 199440 members 
Mstep: Class 11 contains 30283 members 
Mstep: Class 12 contains 13814 members 
Mstep: Class 13 contains 17018 members 
Mstep: Class 14 contains 7790 members 
Mstep: Class 15 contains 8248 members 
Mstep: Class 16 contains 7198 members 
Mstep: Class 17 contains 91956 members 
Mstep: Class 18 contains 4401 members 
Mstep: Class 19 contains 13903 members 
Mstep: Class 20 contains 3070 members 
Mstep: Class 21 contains 277993 members 
Mstep: Class 22 contains 48458 members 
Mstep: Class 23 contains 2074 members 
Mstep: Class 24 contains 279035 members 
Mstep: Class 25 contains 12260 members 
Mstep: Class 26 contains 16571 members 
Mstep: Class 27 contains 23091 members 
Mstep: Class 28 contains 11287 members 
Mstep: Class 29 contains 7692 members 
Mstep: Class 30 contains 45090 members 
Mstep: Class 31 contains 1737 members 
Mstep: Class 32 contains 10283 members 
Mstep: Class 33 contains 10051 members 
Mstep: Class 34 contains 227166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235371888.000000 Penalty: 122295.437500
Iteration 62Q: 35 clusters Score -2.353719e+08 nChanged 8324
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 58042 members 
Mstep: Class 2 contains 158638 members 
Mstep: Class 3 contains 6866 members 
Mstep: Class 4 contains 188715 members 
Mstep: Class 5 contains 6710 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 22783 members 
Mstep: Class 8 contains 19273 members 
Mstep: Class 9 contains 158745 members 
Mstep: Class 10 contains 198570 members 
Mstep: Class 11 contains 30440 members 
Mstep: Class 12 contains 13821 members 
Mstep: Class 13 contains 17023 members 
Mstep: Class 14 contains 7768 members 
Mstep: Class 15 contains 8236 members 
Mstep: Class 16 contains 7210 members 
Mstep: Class 17 contains 91673 members 
Mstep: Class 18 contains 4535 members 
Mstep: Class 19 contains 13865 members 
Mstep: Class 20 contains 3078 members 
Mstep: Class 21 contains 278915 members 
Mstep: Class 22 contains 48294 members 
Mstep: Class 23 contains 2076 members 
Mstep: Class 24 contains 279155 members 
Mstep: Class 25 contains 13033 members 
Mstep: Class 26 contains 16906 members 
Mstep: Class 27 contains 22982 members 
Mstep: Class 28 contains 11335 members 
Mstep: Class 29 contains 7723 members 
Mstep: Class 30 contains 44830 members 
Mstep: Class 31 contains 1760 members 
Mstep: Class 32 contains 10306 members 
Mstep: Class 33 contains 10018 members 
Mstep: Class 34 contains 226031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235372944.000000 Penalty: 122295.437500
Iteration 63Q: 35 clusters Score -2.353729e+08 nChanged 8135
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 58066 members 
Mstep: Class 2 contains 158649 members 
Mstep: Class 3 contains 6880 members 
Mstep: Class 4 contains 188566 members 
Mstep: Class 5 contains 6446 members 
Mstep: Class 6 contains 759 members 
Mstep: Class 7 contains 23011 members 
Mstep: Class 8 contains 19066 members 
Mstep: Class 9 contains 159641 members 
Mstep: Class 10 contains 197696 members 
Mstep: Class 11 contains 30591 members 
Mstep: Class 12 contains 13831 members 
Mstep: Class 13 contains 17025 members 
Mstep: Class 14 contains 7760 members 
Mstep: Class 15 contains 8228 members 
Mstep: Class 16 contains 7215 members 
Mstep: Class 17 contains 91344 members 
Mstep: Class 18 contains 4652 members 
Mstep: Class 19 contains 13829 members 
Mstep: Class 20 contains 3079 members 
Mstep: Class 21 contains 279778 members 
Mstep: Class 22 contains 48164 members 
Mstep: Class 23 contains 2076 members 
Mstep: Class 24 contains 279301 members 
Mstep: Class 25 contains 13650 members 
Mstep: Class 26 contains 17187 members 
Mstep: Class 27 contains 22879 members 
Mstep: Class 28 contains 11387 members 
Mstep: Class 29 contains 7731 members 
Mstep: Class 30 contains 44605 members 
Mstep: Class 31 contains 1785 members 
Mstep: Class 32 contains 10324 members 
Mstep: Class 33 contains 9975 members 
Mstep: Class 34 contains 224941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235374288.000000 Penalty: 122295.437500
Iteration 64Q: 35 clusters Score -2.353743e+08 nChanged 7781
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 58093 members 
Mstep: Class 2 contains 158708 members 
Mstep: Class 3 contains 6877 members 
Mstep: Class 4 contains 188428 members 
Mstep: Class 5 contains 6217 members 
Mstep: Class 6 contains 758 members 
Mstep: Class 7 contains 23252 members 
Mstep: Class 8 contains 18942 members 
Mstep: Class 9 contains 160428 members 
Mstep: Class 10 contains 196892 members 
Mstep: Class 11 contains 30758 members 
Mstep: Class 12 contains 13840 members 
Mstep: Class 13 contains 17023 members 
Mstep: Class 14 contains 7776 members 
Mstep: Class 15 contains 8237 members 
Mstep: Class 16 contains 7210 members 
Mstep: Class 17 contains 91062 members 
Mstep: Class 18 contains 4741 members 
Mstep: Class 19 contains 13795 members 
Mstep: Class 20 contains 3080 members 
Mstep: Class 21 contains 280634 members 
Mstep: Class 22 contains 48006 members 
Mstep: Class 23 contains 2077 members 
Mstep: Class 24 contains 279390 members 
Mstep: Class 25 contains 14168 members 
Mstep: Class 26 contains 17451 members 
Mstep: Class 27 contains 22792 members 
Mstep: Class 28 contains 11423 members 
Mstep: Class 29 contains 7741 members 
Mstep: Class 30 contains 44418 members 
Mstep: Class 31 contains 1794 members 
Mstep: Class 32 contains 10336 members 
Mstep: Class 33 contains 9938 members 
Mstep: Class 34 contains 223832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235375280.000000 Penalty: 122295.437500
Iteration 65Q: 35 clusters Score -2.353753e+08 nChanged 7192
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 58112 members 
Mstep: Class 2 contains 158749 members 
Mstep: Class 3 contains 6872 members 
Mstep: Class 4 contains 188317 members 
Mstep: Class 5 contains 6027 members 
Mstep: Class 6 contains 758 members 
Mstep: Class 7 contains 23463 members 
Mstep: Class 8 contains 18908 members 
Mstep: Class 9 contains 161129 members 
Mstep: Class 10 contains 196125 members 
Mstep: Class 11 contains 30911 members 
Mstep: Class 12 contains 13851 members 
Mstep: Class 13 contains 17026 members 
Mstep: Class 14 contains 7783 members 
Mstep: Class 15 contains 8239 members 
Mstep: Class 16 contains 7212 members 
Mstep: Class 17 contains 90776 members 
Mstep: Class 18 contains 4848 members 
Mstep: Class 19 contains 13767 members 
Mstep: Class 20 contains 3076 members 
Mstep: Class 21 contains 281435 members 
Mstep: Class 22 contains 47861 members 
Mstep: Class 23 contains 2077 members 
Mstep: Class 24 contains 279506 members 
Mstep: Class 25 contains 14530 members 
Mstep: Class 26 contains 17682 members 
Mstep: Class 27 contains 22728 members 
Mstep: Class 28 contains 11446 members 
Mstep: Class 29 contains 7744 members 
Mstep: Class 30 contains 44277 members 
Mstep: Class 31 contains 1807 members 
Mstep: Class 32 contains 10347 members 
Mstep: Class 33 contains 9914 members 
Mstep: Class 34 contains 222814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235375824.000000 Penalty: 122295.437500
Iteration 66Q: 35 clusters Score -2.353758e+08 nChanged 6894
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 58134 members 
Mstep: Class 2 contains 158776 members 
Mstep: Class 3 contains 6879 members 
Mstep: Class 4 contains 188181 members 
Mstep: Class 5 contains 5886 members 
Mstep: Class 6 contains 757 members 
Mstep: Class 7 contains 23669 members 
Mstep: Class 8 contains 18867 members 
Mstep: Class 9 contains 161806 members 
Mstep: Class 10 contains 195450 members 
Mstep: Class 11 contains 31065 members 
Mstep: Class 12 contains 13866 members 
Mstep: Class 13 contains 17019 members 
Mstep: Class 14 contains 7793 members 
Mstep: Class 15 contains 8241 members 
Mstep: Class 16 contains 7221 members 
Mstep: Class 17 contains 90483 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 13740 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 21 contains 282310 members 
Mstep: Class 22 contains 47712 members 
Mstep: Class 23 contains 2076 members 
Mstep: Class 24 contains 279579 members 
Mstep: Class 25 contains 14804 members 
Mstep: Class 26 contains 17902 members 
Mstep: Class 27 contains 22686 members 
Mstep: Class 28 contains 11467 members 
Mstep: Class 29 contains 7775 members 
Mstep: Class 30 contains 44148 members 
Mstep: Class 31 contains 1834 members 
Mstep: Class 32 contains 10353 members 
Mstep: Class 33 contains 9890 members 
Mstep: Class 34 contains 221733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235377232.000000 Penalty: 122295.437500
Iteration 67Q: 35 clusters Score -2.353772e+08 nChanged 6501
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 58143 members 
Mstep: Class 2 contains 158829 members 
Mstep: Class 3 contains 6879 members 
Mstep: Class 4 contains 188052 members 
Mstep: Class 5 contains 5754 members 
Mstep: Class 6 contains 757 members 
Mstep: Class 7 contains 23874 members 
Mstep: Class 8 contains 18775 members 
Mstep: Class 9 contains 162428 members 
Mstep: Class 10 contains 194857 members 
Mstep: Class 11 contains 31214 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 17014 members 
Mstep: Class 14 contains 7798 members 
Mstep: Class 15 contains 8244 members 
Mstep: Class 16 contains 7238 members 
Mstep: Class 17 contains 90210 members 
Mstep: Class 18 contains 5020 members 
Mstep: Class 19 contains 13697 members 
Mstep: Class 20 contains 3075 members 
Mstep: Class 21 contains 283240 members 
Mstep: Class 22 contains 47563 members 
Mstep: Class 23 contains 2076 members 
Mstep: Class 24 contains 279687 members 
Mstep: Class 25 contains 15007 members 
Mstep: Class 26 contains 18097 members 
Mstep: Class 27 contains 22638 members 
Mstep: Class 28 contains 11500 members 
Mstep: Class 29 contains 7794 members 
Mstep: Class 30 contains 44058 members 
Mstep: Class 31 contains 1858 members 
Mstep: Class 32 contains 10356 members 
Mstep: Class 33 contains 9875 members 
Mstep: Class 34 contains 220650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235378592.000000 Penalty: 122295.437500
Iteration 68Q: 35 clusters Score -2.353786e+08 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 58165 members 
Mstep: Class 2 contains 158870 members 
Mstep: Class 3 contains 6876 members 
Mstep: Class 4 contains 187945 members 
Mstep: Class 5 contains 5637 members 
Mstep: Class 6 contains 757 members 
Mstep: Class 7 contains 24062 members 
Mstep: Class 8 contains 18672 members 
Mstep: Class 9 contains 163039 members 
Mstep: Class 10 contains 194319 members 
Mstep: Class 11 contains 31336 members 
Mstep: Class 12 contains 13864 members 
Mstep: Class 13 contains 17010 members 
Mstep: Class 14 contains 7806 members 
Mstep: Class 15 contains 8249 members 
Mstep: Class 16 contains 7242 members 
Mstep: Class 17 contains 89952 members 
Mstep: Class 18 contains 5072 members 
Mstep: Class 19 contains 13659 members 
Mstep: Class 20 contains 3075 members 
Mstep: Class 21 contains 284106 members 
Mstep: Class 22 contains 47451 members 
Mstep: Class 23 contains 2076 members 
Mstep: Class 24 contains 279757 members 
Mstep: Class 25 contains 15166 members 
Mstep: Class 26 contains 18277 members 
Mstep: Class 27 contains 22599 members 
Mstep: Class 28 contains 11518 members 
Mstep: Class 29 contains 7818 members 
Mstep: Class 30 contains 43989 members 
Mstep: Class 31 contains 1876 members 
Mstep: Class 32 contains 10356 members 
Mstep: Class 33 contains 9845 members 
Mstep: Class 34 contains 219676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235378992.000000 Penalty: 122295.437500
Iteration 69Q: 35 clusters Score -2.35379e+08 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 58198 members 
Mstep: Class 2 contains 158921 members 
Mstep: Class 3 contains 6879 members 
Mstep: Class 4 contains 187839 members 
Mstep: Class 5 contains 5512 members 
Mstep: Class 6 contains 757 members 
Mstep: Class 7 contains 24245 members 
Mstep: Class 8 contains 18531 members 
Mstep: Class 9 contains 163577 members 
Mstep: Class 10 contains 193836 members 
Mstep: Class 11 contains 31492 members 
Mstep: Class 12 contains 13864 members 
Mstep: Class 13 contains 17009 members 
Mstep: Class 14 contains 7808 members 
Mstep: Class 15 contains 8250 members 
Mstep: Class 16 contains 7240 members 
Mstep: Class 17 contains 89724 members 
Mstep: Class 18 contains 5117 members 
Mstep: Class 19 contains 13634 members 
Mstep: Class 20 contains 3072 members 
Mstep: Class 21 contains 284957 members 
Mstep: Class 22 contains 47339 members 
Mstep: Class 23 contains 2077 members 
Mstep: Class 24 contains 279825 members 
Mstep: Class 25 contains 15288 members 
Mstep: Class 26 contains 18441 members 
Mstep: Class 27 contains 22548 members 
Mstep: Class 28 contains 11530 members 
Mstep: Class 29 contains 7844 members 
Mstep: Class 30 contains 43949 members 
Mstep: Class 31 contains 1889 members 
Mstep: Class 32 contains 10365 members 
Mstep: Class 33 contains 9816 members 
Mstep: Class 34 contains 218744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235379392.000000 Penalty: 122295.437500
Iteration 70Q: 35 clusters Score -2.353794e+08 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 58206 members 
Mstep: Class 2 contains 158962 members 
Mstep: Class 3 contains 6879 members 
Mstep: Class 4 contains 187722 members 
Mstep: Class 5 contains 5396 members 
Mstep: Class 6 contains 757 members 
Mstep: Class 7 contains 24445 members 
Mstep: Class 8 contains 18403 members 
Mstep: Class 9 contains 164073 members 
Mstep: Class 10 contains 193387 members 
Mstep: Class 11 contains 31647 members 
Mstep: Class 12 contains 13864 members 
Mstep: Class 13 contains 17015 members 
Mstep: Class 14 contains 7811 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 7246 members 
Mstep: Class 17 contains 89517 members 
Mstep: Class 18 contains 5171 members 
Mstep: Class 19 contains 13598 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 21 contains 285753 members 
Mstep: Class 22 contains 47259 members 
Mstep: Class 23 contains 2077 members 
Mstep: Class 24 contains 279908 members 
Mstep: Class 25 contains 15385 members 
Mstep: Class 26 contains 18601 members 
Mstep: Class 27 contains 22496 members 
Mstep: Class 28 contains 11525 members 
Mstep: Class 29 contains 7848 members 
Mstep: Class 30 contains 43906 members 
Mstep: Class 31 contains 1899 members 
Mstep: Class 32 contains 10366 members 
Mstep: Class 33 contains 9781 members 
Mstep: Class 34 contains 217886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235380048.000000 Penalty: 122295.437500
Iteration 71Q: 35 clusters Score -2.3538e+08 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 58214 members 
Mstep: Class 2 contains 158985 members 
Mstep: Class 3 contains 6901 members 
Mstep: Class 4 contains 187599 members 
Mstep: Class 5 contains 5305 members 
Mstep: Class 6 contains 757 members 
Mstep: Class 7 contains 24607 members 
Mstep: Class 8 contains 18243 members 
Mstep: Class 9 contains 164568 members 
Mstep: Class 10 contains 192944 members 
Mstep: Class 11 contains 31781 members 
Mstep: Class 12 contains 13861 members 
Mstep: Class 13 contains 17014 members 
Mstep: Class 14 contains 7822 members 
Mstep: Class 15 contains 8260 members 
Mstep: Class 16 contains 7264 members 
Mstep: Class 17 contains 89295 members 
Mstep: Class 18 contains 5241 members 
Mstep: Class 19 contains 13576 members 
Mstep: Class 20 contains 3077 members 
Mstep: Class 21 contains 286470 members 
Mstep: Class 22 contains 47189 members 
Mstep: Class 23 contains 2077 members 
Mstep: Class 24 contains 279962 members 
Mstep: Class 25 contains 15467 members 
Mstep: Class 26 contains 18753 members 
Mstep: Class 27 contains 22442 members 
Mstep: Class 28 contains 11524 members 
Mstep: Class 29 contains 7851 members 
Mstep: Class 30 contains 43893 members 
Mstep: Class 31 contains 1914 members 
Mstep: Class 32 contains 10370 members 
Mstep: Class 33 contains 9737 members 
Mstep: Class 34 contains 217154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235380784.000000 Penalty: 122295.437500
Iteration 72Q: 35 clusters Score -2.353808e+08 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 58233 members 
Mstep: Class 2 contains 159006 members 
Mstep: Class 3 contains 6899 members 
Mstep: Class 4 contains 187494 members 
Mstep: Class 5 contains 5192 members 
Mstep: Class 6 contains 757 members 
Mstep: Class 7 contains 24782 members 
Mstep: Class 8 contains 18046 members 
Mstep: Class 9 contains 165064 members 
Mstep: Class 10 contains 192582 members 
Mstep: Class 11 contains 31918 members 
Mstep: Class 12 contains 13861 members 
Mstep: Class 13 contains 17008 members 
Mstep: Class 14 contains 7838 members 
Mstep: Class 15 contains 8264 members 
Mstep: Class 16 contains 7273 members 
Mstep: Class 17 contains 89056 members 
Mstep: Class 18 contains 5298 members 
Mstep: Class 19 contains 13546 members 
Mstep: Class 20 contains 3079 members 
Mstep: Class 21 contains 287110 members 
Mstep: Class 22 contains 47102 members 
Mstep: Class 23 contains 2077 members 
Mstep: Class 24 contains 280021 members 
Mstep: Class 25 contains 15538 members 
Mstep: Class 26 contains 18881 members 
Mstep: Class 27 contains 22387 members 
Mstep: Class 28 contains 11527 members 
Mstep: Class 29 contains 7860 members 
Mstep: Class 30 contains 43886 members 
Mstep: Class 31 contains 1933 members 
Mstep: Class 32 contains 10382 members 
Mstep: Class 33 contains 9700 members 
Mstep: Class 34 contains 216517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235381104.000000 Penalty: 122295.437500
Iteration 73Q: 35 clusters Score -2.353811e+08 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 58250 members 
Mstep: Class 2 contains 159020 members 
Mstep: Class 3 contains 6902 members 
Mstep: Class 4 contains 187365 members 
Mstep: Class 5 contains 5090 members 
Mstep: Class 6 contains 757 members 
Mstep: Class 7 contains 24946 members 
Mstep: Class 8 contains 17869 members 
Mstep: Class 9 contains 165583 members 
Mstep: Class 10 contains 192255 members 
Mstep: Class 11 contains 32048 members 
Mstep: Class 12 contains 13867 members 
Mstep: Class 13 contains 17009 members 
Mstep: Class 14 contains 7848 members 
Mstep: Class 15 contains 8265 members 
Mstep: Class 16 contains 7277 members 
Mstep: Class 17 contains 88832 members 
Mstep: Class 18 contains 5349 members 
Mstep: Class 19 contains 13521 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 21 contains 287671 members 
Mstep: Class 22 contains 46986 members 
Mstep: Class 23 contains 2077 members 
Mstep: Class 24 contains 280114 members 
Mstep: Class 25 contains 15597 members 
Mstep: Class 26 contains 19007 members 
Mstep: Class 27 contains 22332 members 
Mstep: Class 28 contains 11522 members 
Mstep: Class 29 contains 7855 members 
Mstep: Class 30 contains 43861 members 
Mstep: Class 31 contains 1938 members 
Mstep: Class 32 contains 10386 members 
Mstep: Class 33 contains 9660 members 
Mstep: Class 34 contains 215984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235381152.000000 Penalty: 122295.437500
Iteration 74Q: 35 clusters Score -2.353812e+08 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 58251 members 
Mstep: Class 2 contains 159022 members 
Mstep: Class 3 contains 6909 members 
Mstep: Class 4 contains 187265 members 
Mstep: Class 5 contains 4990 members 
Mstep: Class 6 contains 757 members 
Mstep: Class 7 contains 25098 members 
Mstep: Class 8 contains 17682 members 
Mstep: Class 9 contains 166109 members 
Mstep: Class 10 contains 191941 members 
Mstep: Class 11 contains 32146 members 
Mstep: Class 12 contains 13870 members 
Mstep: Class 13 contains 17001 members 
Mstep: Class 14 contains 7855 members 
Mstep: Class 15 contains 8264 members 
Mstep: Class 16 contains 7279 members 
Mstep: Class 17 contains 88631 members 
Mstep: Class 18 contains 5385 members 
Mstep: Class 19 contains 13498 members 
Mstep: Class 20 contains 3078 members 
Mstep: Class 21 contains 288168 members 
Mstep: Class 22 contains 46879 members 
Mstep: Class 23 contains 2077 members 
Mstep: Class 24 contains 280190 members 
Mstep: Class 25 contains 15669 members 
Mstep: Class 26 contains 19110 members 
Mstep: Class 27 contains 22284 members 
Mstep: Class 28 contains 11516 members 
Mstep: Class 29 contains 7859 members 
Mstep: Class 30 contains 43844 members 
Mstep: Class 31 contains 1943 members 
Mstep: Class 32 contains 10391 members 
Mstep: Class 33 contains 9633 members 
Mstep: Class 34 contains 215523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235381184.000000 Penalty: 122295.437500
Iteration 75Q: 35 clusters Score -2.353812e+08 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 58244 members 
Mstep: Class 2 contains 159022 members 
Mstep: Class 3 contains 6917 members 
Mstep: Class 4 contains 187131 members 
Mstep: Class 5 contains 4922 members 
Mstep: Class 6 contains 757 members 
Mstep: Class 7 contains 25263 members 
Mstep: Class 8 contains 17524 members 
Mstep: Class 9 contains 166599 members 
Mstep: Class 10 contains 191666 members 
Mstep: Class 11 contains 32239 members 
Mstep: Class 12 contains 13885 members 
Mstep: Class 13 contains 16978 members 
Mstep: Class 14 contains 7864 members 
Mstep: Class 15 contains 8261 members 
Mstep: Class 16 contains 7282 members 
Mstep: Class 17 contains 88404 members 
Mstep: Class 18 contains 5410 members 
Mstep: Class 19 contains 13487 members 
Mstep: Class 20 contains 3079 members 
Mstep: Class 21 contains 288645 members 
Mstep: Class 22 contains 46789 members 
Mstep: Class 23 contains 2077 members 
Mstep: Class 24 contains 280275 members 
Mstep: Class 25 contains 15730 members 
Mstep: Class 26 contains 19208 members 
Mstep: Class 27 contains 22225 members 
Mstep: Class 28 contains 11523 members 
Mstep: Class 29 contains 7862 members 
Mstep: Class 30 contains 43860 members 
Mstep: Class 31 contains 1948 members 
Mstep: Class 32 contains 10398 members 
Mstep: Class 33 contains 9605 members 
Mstep: Class 34 contains 215038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235381392.000000 Penalty: 122295.437500
Iteration 76Q: 35 clusters Score -2.353814e+08 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 58248 members 
Mstep: Class 2 contains 159019 members 
Mstep: Class 3 contains 6927 members 
Mstep: Class 4 contains 186975 members 
Mstep: Class 5 contains 4889 members 
Mstep: Class 6 contains 757 members 
Mstep: Class 7 contains 25433 members 
Mstep: Class 8 contains 17369 members 
Mstep: Class 9 contains 167084 members 
Mstep: Class 10 contains 191388 members 
Mstep: Class 11 contains 32345 members 
Mstep: Class 12 contains 13896 members 
Mstep: Class 13 contains 16964 members 
Mstep: Class 14 contains 7868 members 
Mstep: Class 15 contains 8257 members 
Mstep: Class 16 contains 7294 members 
Mstep: Class 17 contains 88155 members 
Mstep: Class 18 contains 5442 members 
Mstep: Class 19 contains 13467 members 
Mstep: Class 20 contains 3079 members 
Mstep: Class 21 contains 289123 members 
Mstep: Class 22 contains 46702 members 
Mstep: Class 23 contains 2077 members 
Mstep: Class 24 contains 280342 members 
Mstep: Class 25 contains 15782 members 
Mstep: Class 26 contains 19313 members 
Mstep: Class 27 contains 22172 members 
Mstep: Class 28 contains 11517 members 
Mstep: Class 29 contains 7859 members 
Mstep: Class 30 contains 43874 members 
Mstep: Class 31 contains 1956 members 
Mstep: Class 32 contains 10401 members 
Mstep: Class 33 contains 9567 members 
Mstep: Class 34 contains 214576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235382144.000000 Penalty: 122295.437500
Iteration 77Q: 35 clusters Score -2.353821e+08 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 58249 members 
Mstep: Class 2 contains 159000 members 
Mstep: Class 3 contains 6931 members 
Mstep: Class 4 contains 186816 members 
Mstep: Class 5 contains 4845 members 
Mstep: Class 6 contains 757 members 
Mstep: Class 7 contains 25577 members 
Mstep: Class 8 contains 17237 members 
Mstep: Class 9 contains 167550 members 
Mstep: Class 10 contains 191123 members 
Mstep: Class 11 contains 32452 members 
Mstep: Class 12 contains 13913 members 
Mstep: Class 13 contains 16963 members 
Mstep: Class 14 contains 7878 members 
Mstep: Class 15 contains 8257 members 
Mstep: Class 16 contains 7301 members 
Mstep: Class 17 contains 87917 members 
Mstep: Class 18 contains 5479 members 
Mstep: Class 19 contains 13452 members 
Mstep: Class 20 contains 3076 members 
Mstep: Class 21 contains 289604 members 
Mstep: Class 22 contains 46621 members 
Mstep: Class 23 contains 2076 members 
Mstep: Class 24 contains 280433 members 
Mstep: Class 25 contains 15823 members 
Mstep: Class 26 contains 19407 members 
Mstep: Class 27 contains 22119 members 
Mstep: Class 28 contains 11522 members 
Mstep: Class 29 contains 7859 members 
Mstep: Class 30 contains 43895 members 
Mstep: Class 31 contains 1964 members 
Mstep: Class 32 contains 10408 members 
Mstep: Class 33 contains 9537 members 
Mstep: Class 34 contains 214076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235381888.000000 Penalty: 122295.437500
Iteration 78Q: 35 clusters Score -2.353819e+08 nChanged 3993
Entering ConstructFrom: 
Score: -235381888.000000 Penalty: 122295.437500
Entering ConstructFrom: 
Trying to split cluster 1 (58258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58258 members 
Entering Unmasked Estep 
Score: -7109358.500000 Penalty: 2721.214111
	Iteration 0F: 2 clusters Score -7109358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 28968 members 
Entering Unmasked Estep 
Score: -7070570.000000 Penalty: 5442.428223
	Iteration 0F: 3 clusters Score -7070570 nChanged 26860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30680 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -7085416.500000 Penalty: 5442.428223
	Iteration 1F: 3 clusters Score -7085416 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -7086085.000000 Penalty: 5442.428223
	Iteration 2Q: 3 clusters Score -7086085 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -7086845.000000 Penalty: 5442.428223
	Iteration 3Q: 3 clusters Score -7086845 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34319 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -7087763.500000 Penalty: 5442.428223
	Iteration 4Q: 3 clusters Score -7087764 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36534 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -7089100.000000 Penalty: 5442.428223
	Iteration 5Q: 3 clusters Score -7089100 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -7091042.500000 Penalty: 5442.428223
	Iteration 6F: 3 clusters Score -7091042 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43063 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -7093759.500000 Penalty: 5442.428223
	Iteration 7F: 3 clusters Score -7093760 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47081 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -7097198.500000 Penalty: 5442.428223
	Iteration 8F: 3 clusters Score -7097198 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51026 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -7100799.500000 Penalty: 5442.428223
	Iteration 9F: 3 clusters Score -7100800 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53956 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -7103492.500000 Penalty: 5442.428223
	Iteration 10F: 3 clusters Score -7103492 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55761 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -7105110.500000 Penalty: 5442.428223
	Iteration 11Q: 3 clusters Score -7105110 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56727 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -7105991.000000 Penalty: 5442.428223
	Iteration 12Q: 3 clusters Score -7105991 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57223 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -7106448.500000 Penalty: 5442.428223
	Iteration 13Q: 3 clusters Score -7106448 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57464 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -7106672.500000 Penalty: 5442.428223
	Iteration 14Q: 3 clusters Score -7106672 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57588 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -7106823.500000 Penalty: 5442.428223
	Iteration 15Q: 3 clusters Score -7106824 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57658 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -7106906.500000 Penalty: 5442.428223
	Iteration 16Q: 3 clusters Score -7106906 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57691 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -7106935.000000 Penalty: 5442.428223
	Iteration 17Q: 3 clusters Score -7106935 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57718 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -7106979.000000 Penalty: 5442.428223
	Iteration 18Q: 3 clusters Score -7106979 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57735 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -7106999.500000 Penalty: 5442.428223
	Iteration 19Q: 3 clusters Score -7107000 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57747 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -7107014.000000 Penalty: 5442.428223
	Iteration 20F: 3 clusters Score -7107014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57756 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -7107026.500000 Penalty: 5442.428223
	Iteration 21Q: 3 clusters Score -7107026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57760 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -7107037.500000 Penalty: 5442.428223
	Iteration 22Q: 3 clusters Score -7107038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57764 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -7107032.000000 Penalty: 5442.428223
	Iteration 23Q: 3 clusters Score -7107032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57765 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -7107037.500000 Penalty: 5442.428223
	Iteration 24Q: 3 clusters Score -7107038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57765 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -7107040.500000 Penalty: 5442.428223
	Iteration 25Q: 3 clusters Score -7107040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57763 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -7107049.000000 Penalty: 5442.428223
	Iteration 26Q: 3 clusters Score -7107049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57762 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -7107049.000000 Penalty: 5442.428223
	Iteration 27Q: 3 clusters Score -7107049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57761 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -7107051.000000 Penalty: 5442.428223
	Iteration 28Q: 3 clusters Score -7107051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57761 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -7107051.000000 Penalty: 5442.428223
	Iteration 29F: 3 clusters Score -7107051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (159018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159018 members 
Entering Unmasked Estep 
Score: -19388684.000000 Penalty: 2970.239502
	Iteration 0F: 2 clusters Score -1.938868e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79425 members 
Mstep: Class 2 contains 79593 members 
Entering Unmasked Estep 
Score: -19282368.000000 Penalty: 5940.479004
	Iteration 0F: 3 clusters Score -1.928237e+07 nChanged 76387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77382 members 
Mstep: Class 2 contains 81636 members 
Entering Unmasked Estep 
Score: -19326104.000000 Penalty: 5940.479004
	Iteration 1F: 3 clusters Score -1.93261e+07 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76438 members 
Mstep: Class 2 contains 82580 members 
Entering Unmasked Estep 
Score: -19326920.000000 Penalty: 5940.479004
	Iteration 2Q: 3 clusters Score -1.932692e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75061 members 
Mstep: Class 2 contains 83957 members 
Entering Unmasked Estep 
Score: -19327738.000000 Penalty: 5940.479004
	Iteration 3Q: 3 clusters Score -1.932774e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73043 members 
Mstep: Class 2 contains 85975 members 
Entering Unmasked Estep 
Score: -19329116.000000 Penalty: 5940.479004
	Iteration 4Q: 3 clusters Score -1.932912e+07 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69989 members 
Mstep: Class 2 contains 89029 members 
Entering Unmasked Estep 
Score: -19330802.000000 Penalty: 5940.479004
	Iteration 5Q: 3 clusters Score -1.93308e+07 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65451 members 
Mstep: Class 2 contains 93567 members 
Entering Unmasked Estep 
Score: -19333480.000000 Penalty: 5940.479004
	Iteration 6Q: 3 clusters Score -1.933348e+07 nChanged 7789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59048 members 
Mstep: Class 2 contains 99970 members 
Entering Unmasked Estep 
Score: -19337710.000000 Penalty: 5940.479004
	Iteration 7Q: 3 clusters Score -1.933771e+07 nChanged 9497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50579 members 
Mstep: Class 2 contains 108439 members 
Entering Unmasked Estep 
Score: -19344474.000000 Penalty: 5940.479004
	Iteration 8F: 3 clusters Score -1.934447e+07 nChanged 10881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 118548 members 
Entering Unmasked Estep 
Score: -19353342.000000 Penalty: 5940.479004
	Iteration 9F: 3 clusters Score -1.935334e+07 nChanged 10988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 129042 members 
Entering Unmasked Estep 
Score: -19362742.000000 Penalty: 5940.479004
	Iteration 10F: 3 clusters Score -1.936274e+07 nChanged 9646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 138466 members 
Entering Unmasked Estep 
Score: -19371002.000000 Penalty: 5940.479004
	Iteration 11F: 3 clusters Score -1.9371e+07 nChanged 7385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 145783 members 
Entering Unmasked Estep 
Score: -19377128.000000 Penalty: 5940.479004
	Iteration 12Q: 3 clusters Score -1.937713e+07 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 150865 members 
Entering Unmasked Estep 
Score: -19381118.000000 Penalty: 5940.479004
	Iteration 13Q: 3 clusters Score -1.938112e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 154012 members 
Entering Unmasked Estep 
Score: -19383406.000000 Penalty: 5940.479004
	Iteration 14Q: 3 clusters Score -1.938341e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 155795 members 
Entering Unmasked Estep 
Score: -19384630.000000 Penalty: 5940.479004
	Iteration 15Q: 3 clusters Score -1.938463e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 156803 members 
Entering Unmasked Estep 
Score: -19385340.000000 Penalty: 5940.479004
	Iteration 16Q: 3 clusters Score -1.938534e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 157359 members 
Entering Unmasked Estep 
Score: -19385706.000000 Penalty: 5940.479004
	Iteration 17Q: 3 clusters Score -1.938571e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 157695 members 
Entering Unmasked Estep 
Score: -19385944.000000 Penalty: 5940.479004
	Iteration 18Q: 3 clusters Score -1.938594e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 157879 members 
Entering Unmasked Estep 
Score: -19386058.000000 Penalty: 5940.479004
	Iteration 19Q: 3 clusters Score -1.938606e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 157988 members 
Entering Unmasked Estep 
Score: -19386132.000000 Penalty: 5940.479004
	Iteration 20F: 3 clusters Score -1.938613e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 158071 members 
Entering Unmasked Estep 
Score: -19386202.000000 Penalty: 5940.479004
	Iteration 21Q: 3 clusters Score -1.93862e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 158137 members 
Entering Unmasked Estep 
Score: -19386252.000000 Penalty: 5940.479004
	Iteration 22Q: 3 clusters Score -1.938625e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 158181 members 
Entering Unmasked Estep 
Score: -19386284.000000 Penalty: 5940.479004
	Iteration 23Q: 3 clusters Score -1.938628e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 158211 members 
Entering Unmasked Estep 
Score: -19386298.000000 Penalty: 5940.479004
	Iteration 24Q: 3 clusters Score -1.93863e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 158237 members 
Entering Unmasked Estep 
Score: -19386316.000000 Penalty: 5940.479004
	Iteration 25Q: 3 clusters Score -1.938632e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 158261 members 
Entering Unmasked Estep 
Score: -19386340.000000 Penalty: 5940.479004
	Iteration 26Q: 3 clusters Score -1.938634e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 158275 members 
Entering Unmasked Estep 
Score: -19386360.000000 Penalty: 5940.479004
	Iteration 27Q: 3 clusters Score -1.938636e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 158286 members 
Entering Unmasked Estep 
Score: -19386350.000000 Penalty: 5940.479004
	Iteration 28Q: 3 clusters Score -1.938635e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 158293 members 
Entering Unmasked Estep 
Score: -19386356.000000 Penalty: 5940.479004
	Iteration 29Q: 3 clusters Score -1.938636e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 158301 members 
Entering Unmasked Estep 
Score: -19386362.000000 Penalty: 5940.479004
	Iteration 30Q: 3 clusters Score -1.938636e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 158311 members 
Entering Unmasked Estep 
Score: -19386374.000000 Penalty: 5940.479004
	Iteration 31Q: 3 clusters Score -1.938637e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 158319 members 
Entering Unmasked Estep 
Score: -19386374.000000 Penalty: 5940.479004
	Iteration 32Q: 3 clusters Score -1.938637e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 158325 members 
Entering Unmasked Estep 
Score: -19386374.000000 Penalty: 5940.479004
	Iteration 33Q: 3 clusters Score -1.938637e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 158330 members 
Entering Unmasked Estep 
Score: -19386380.000000 Penalty: 5940.479004
	Iteration 34Q: 3 clusters Score -1.938638e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 158332 members 
Entering Unmasked Estep 
Score: -19386380.000000 Penalty: 5940.479004
	Iteration 35Q: 3 clusters Score -1.938638e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 158335 members 
Entering Unmasked Estep 
Score: -19386374.000000 Penalty: 5940.479004
	Iteration 36Q: 3 clusters Score -1.938637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 158335 members 
Entering Unmasked Estep 
Score: -19386388.000000 Penalty: 5940.479004
	Iteration 37Q: 3 clusters Score -1.938639e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 158336 members 
Entering Unmasked Estep 
Score: -19386388.000000 Penalty: 5940.479004
	Iteration 38Q: 3 clusters Score -1.938639e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 158336 members 
Entering Unmasked Estep 
Score: -19386388.000000 Penalty: 5940.479004
	Iteration 39F: 3 clusters Score -1.938639e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Entering Unmasked Estep 
Score: -742174.375000 Penalty: 2193.466797
	Iteration 0F: 2 clusters Score -742174.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -736441.187500 Penalty: 4386.933594
	Iteration 0F: 3 clusters Score -736441.2 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -738538.625000 Penalty: 4386.933594
	Iteration 1F: 3 clusters Score -738538.6 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -739465.312500 Penalty: 4386.933594
	Iteration 2F: 3 clusters Score -739465.3 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -740313.000000 Penalty: 4386.933594
	Iteration 3F: 3 clusters Score -740313 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -740829.812500 Penalty: 4386.933594
	Iteration 4F: 3 clusters Score -740829.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -741116.937500 Penalty: 4386.933594
	Iteration 5F: 3 clusters Score -741116.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -741267.312500 Penalty: 4386.933594
	Iteration 6Q: 3 clusters Score -741267.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -741346.750000 Penalty: 4386.933594
	Iteration 7Q: 3 clusters Score -741346.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -741382.375000 Penalty: 4386.933594
	Iteration 8Q: 3 clusters Score -741382.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -741405.375000 Penalty: 4386.933594
	Iteration 9Q: 3 clusters Score -741405.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -741419.812500 Penalty: 4386.933594
	Iteration 10Q: 3 clusters Score -741419.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -741434.187500 Penalty: 4386.933594
	Iteration 11Q: 3 clusters Score -741434.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -741441.625000 Penalty: 4386.933594
	Iteration 12Q: 3 clusters Score -741441.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -741447.062500 Penalty: 4386.933594
	Iteration 13Q: 3 clusters Score -741447.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -741457.250000 Penalty: 4386.933594
	Iteration 14Q: 3 clusters Score -741457.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -741469.750000 Penalty: 4386.933594
	Iteration 15Q: 3 clusters Score -741469.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -741481.250000 Penalty: 4386.933594
	Iteration 16Q: 3 clusters Score -741481.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -741492.250000 Penalty: 4386.933594
	Iteration 17Q: 3 clusters Score -741492.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -741506.750000 Penalty: 4386.933594
	Iteration 18Q: 3 clusters Score -741506.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -741523.312500 Penalty: 4386.933594
	Iteration 19Q: 3 clusters Score -741523.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -741536.500000 Penalty: 4386.933594
	Iteration 20F: 3 clusters Score -741536.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -741550.250000 Penalty: 4386.933594
	Iteration 21Q: 3 clusters Score -741550.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -741557.250000 Penalty: 4386.933594
	Iteration 22Q: 3 clusters Score -741557.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -741562.625000 Penalty: 4386.933594
	Iteration 23Q: 3 clusters Score -741562.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -741570.375000 Penalty: 4386.933594
	Iteration 24Q: 3 clusters Score -741570.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -741577.375000 Penalty: 4386.933594
	Iteration 25Q: 3 clusters Score -741577.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -741587.062500 Penalty: 4386.933594
	Iteration 26Q: 3 clusters Score -741587.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -741592.375000 Penalty: 4386.933594
	Iteration 27Q: 3 clusters Score -741592.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -741595.562500 Penalty: 4386.933594
	Iteration 28Q: 3 clusters Score -741595.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -741597.937500 Penalty: 4386.933594
	Iteration 29Q: 3 clusters Score -741597.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -741599.812500 Penalty: 4386.933594
	Iteration 30Q: 3 clusters Score -741599.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -741604.250000 Penalty: 4386.933594
	Iteration 31Q: 3 clusters Score -741604.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -741605.125000 Penalty: 4386.933594
	Iteration 32Q: 3 clusters Score -741605.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -741605.812500 Penalty: 4386.933594
	Iteration 33Q: 3 clusters Score -741605.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -741608.000000 Penalty: 4386.933594
	Iteration 34Q: 3 clusters Score -741608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -741608.250000 Penalty: 4386.933594
	Iteration 35Q: 3 clusters Score -741608.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -741609.187500 Penalty: 4386.933594
	Iteration 36Q: 3 clusters Score -741609.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -741611.437500 Penalty: 4386.933594
	Iteration 37Q: 3 clusters Score -741611.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -741611.500000 Penalty: 4386.933594
	Iteration 38Q: 3 clusters Score -741611.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -741611.062500 Penalty: 4386.933594
	Iteration 39Q: 3 clusters Score -741611.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -741611.250000 Penalty: 4386.933594
	Iteration 40F: 3 clusters Score -741611.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (186647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186647 members 
Entering Unmasked Estep 
Score: -22769462.000000 Penalty: 3009.969727
	Iteration 0F: 2 clusters Score -2.276946e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93307 members 
Mstep: Class 2 contains 93340 members 
Entering Unmasked Estep 
Score: -22645928.000000 Penalty: 6019.939453
	Iteration 0F: 3 clusters Score -2.264593e+07 nChanged 89602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92551 members 
Mstep: Class 2 contains 94096 members 
Entering Unmasked Estep 
Score: -22698778.000000 Penalty: 6019.939453
	Iteration 1F: 3 clusters Score -2.269878e+07 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91854 members 
Mstep: Class 2 contains 94793 members 
Entering Unmasked Estep 
Score: -22700330.000000 Penalty: 6019.939453
	Iteration 2Q: 3 clusters Score -2.270033e+07 nChanged 6454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90856 members 
Mstep: Class 2 contains 95791 members 
Entering Unmasked Estep 
Score: -22702152.000000 Penalty: 6019.939453
	Iteration 3Q: 3 clusters Score -2.270215e+07 nChanged 7602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89320 members 
Mstep: Class 2 contains 97327 members 
Entering Unmasked Estep 
Score: -22705038.000000 Penalty: 6019.939453
	Iteration 4Q: 3 clusters Score -2.270504e+07 nChanged 8628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87296 members 
Mstep: Class 2 contains 99351 members 
Entering Unmasked Estep 
Score: -22708922.000000 Penalty: 6019.939453
	Iteration 5Q: 3 clusters Score -2.270892e+07 nChanged 9591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84729 members 
Mstep: Class 2 contains 101918 members 
Entering Unmasked Estep 
Score: -22713408.000000 Penalty: 6019.939453
	Iteration 6F: 3 clusters Score -2.271341e+07 nChanged 9951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82114 members 
Mstep: Class 2 contains 104533 members 
Entering Unmasked Estep 
Score: -22718264.000000 Penalty: 6019.939453
	Iteration 7F: 3 clusters Score -2.271826e+07 nChanged 9694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79566 members 
Mstep: Class 2 contains 107081 members 
Entering Unmasked Estep 
Score: -22722900.000000 Penalty: 6019.939453
	Iteration 8F: 3 clusters Score -2.27229e+07 nChanged 9231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77269 members 
Mstep: Class 2 contains 109378 members 
Entering Unmasked Estep 
Score: -22727518.000000 Penalty: 6019.939453
	Iteration 9Q: 3 clusters Score -2.272752e+07 nChanged 8771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75432 members 
Mstep: Class 2 contains 111215 members 
Entering Unmasked Estep 
Score: -22732114.000000 Penalty: 6019.939453
	Iteration 10Q: 3 clusters Score -2.273211e+07 nChanged 8186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74154 members 
Mstep: Class 2 contains 112493 members 
Entering Unmasked Estep 
Score: -22736670.000000 Penalty: 6019.939453
	Iteration 11Q: 3 clusters Score -2.273667e+07 nChanged 7283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73153 members 
Mstep: Class 2 contains 113494 members 
Entering Unmasked Estep 
Score: -22740086.000000 Penalty: 6019.939453
	Iteration 12Q: 3 clusters Score -2.274009e+07 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72155 members 
Mstep: Class 2 contains 114492 members 
Entering Unmasked Estep 
Score: -22742106.000000 Penalty: 6019.939453
	Iteration 13Q: 3 clusters Score -2.274211e+07 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71045 members 
Mstep: Class 2 contains 115602 members 
Entering Unmasked Estep 
Score: -22743232.000000 Penalty: 6019.939453
	Iteration 14Q: 3 clusters Score -2.274323e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69900 members 
Mstep: Class 2 contains 116747 members 
Entering Unmasked Estep 
Score: -22743988.000000 Penalty: 6019.939453
	Iteration 15Q: 3 clusters Score -2.274399e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68702 members 
Mstep: Class 2 contains 117945 members 
Entering Unmasked Estep 
Score: -22744682.000000 Penalty: 6019.939453
	Iteration 16Q: 3 clusters Score -2.274468e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67433 members 
Mstep: Class 2 contains 119214 members 
Entering Unmasked Estep 
Score: -22745256.000000 Penalty: 6019.939453
	Iteration 17Q: 3 clusters Score -2.274526e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66149 members 
Mstep: Class 2 contains 120498 members 
Entering Unmasked Estep 
Score: -22745726.000000 Penalty: 6019.939453
	Iteration 18Q: 3 clusters Score -2.274573e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64760 members 
Mstep: Class 2 contains 121887 members 
Entering Unmasked Estep 
Score: -22746312.000000 Penalty: 6019.939453
	Iteration 19Q: 3 clusters Score -2.274631e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63377 members 
Mstep: Class 2 contains 123270 members 
Entering Unmasked Estep 
Score: -22746836.000000 Penalty: 6019.939453
	Iteration 20F: 3 clusters Score -2.274684e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61945 members 
Mstep: Class 2 contains 124702 members 
Entering Unmasked Estep 
Score: -22747384.000000 Penalty: 6019.939453
	Iteration 21Q: 3 clusters Score -2.274738e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60400 members 
Mstep: Class 2 contains 126247 members 
Entering Unmasked Estep 
Score: -22747920.000000 Penalty: 6019.939453
	Iteration 22Q: 3 clusters Score -2.274792e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58753 members 
Mstep: Class 2 contains 127894 members 
Entering Unmasked Estep 
Score: -22748598.000000 Penalty: 6019.939453
	Iteration 23Q: 3 clusters Score -2.27486e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56968 members 
Mstep: Class 2 contains 129679 members 
Entering Unmasked Estep 
Score: -22749154.000000 Penalty: 6019.939453
	Iteration 24Q: 3 clusters Score -2.274915e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55121 members 
Mstep: Class 2 contains 131526 members 
Entering Unmasked Estep 
Score: -22749848.000000 Penalty: 6019.939453
	Iteration 25Q: 3 clusters Score -2.274985e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53255 members 
Mstep: Class 2 contains 133392 members 
Entering Unmasked Estep 
Score: -22750510.000000 Penalty: 6019.939453
	Iteration 26Q: 3 clusters Score -2.275051e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51341 members 
Mstep: Class 2 contains 135306 members 
Entering Unmasked Estep 
Score: -22751110.000000 Penalty: 6019.939453
	Iteration 27Q: 3 clusters Score -2.275111e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49372 members 
Mstep: Class 2 contains 137275 members 
Entering Unmasked Estep 
Score: -22751860.000000 Penalty: 6019.939453
	Iteration 28Q: 3 clusters Score -2.275186e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47398 members 
Mstep: Class 2 contains 139249 members 
Entering Unmasked Estep 
Score: -22752576.000000 Penalty: 6019.939453
	Iteration 29Q: 3 clusters Score -2.275258e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45457 members 
Mstep: Class 2 contains 141190 members 
Entering Unmasked Estep 
Score: -22753018.000000 Penalty: 6019.939453
	Iteration 30Q: 3 clusters Score -2.275302e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 143200 members 
Entering Unmasked Estep 
Score: -22753422.000000 Penalty: 6019.939453
	Iteration 31Q: 3 clusters Score -2.275342e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41356 members 
Mstep: Class 2 contains 145291 members 
Entering Unmasked Estep 
Score: -22754124.000000 Penalty: 6019.939453
	Iteration 32Q: 3 clusters Score -2.275412e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39200 members 
Mstep: Class 2 contains 147447 members 
Entering Unmasked Estep 
Score: -22754870.000000 Penalty: 6019.939453
	Iteration 33Q: 3 clusters Score -2.275487e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36933 members 
Mstep: Class 2 contains 149714 members 
Entering Unmasked Estep 
Score: -22755684.000000 Penalty: 6019.939453
	Iteration 34Q: 3 clusters Score -2.275568e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34713 members 
Mstep: Class 2 contains 151934 members 
Entering Unmasked Estep 
Score: -22756378.000000 Penalty: 6019.939453
	Iteration 35Q: 3 clusters Score -2.275638e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32465 members 
Mstep: Class 2 contains 154182 members 
Entering Unmasked Estep 
Score: -22757118.000000 Penalty: 6019.939453
	Iteration 36Q: 3 clusters Score -2.275712e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 156421 members 
Entering Unmasked Estep 
Score: -22757830.000000 Penalty: 6019.939453
	Iteration 37Q: 3 clusters Score -2.275783e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28001 members 
Mstep: Class 2 contains 158646 members 
Entering Unmasked Estep 
Score: -22758560.000000 Penalty: 6019.939453
	Iteration 38Q: 3 clusters Score -2.275856e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 160906 members 
Entering Unmasked Estep 
Score: -22759372.000000 Penalty: 6019.939453
	Iteration 39Q: 3 clusters Score -2.275937e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 163173 members 
Entering Unmasked Estep 
Score: -22760370.000000 Penalty: 6019.939453
	Iteration 40F: 3 clusters Score -2.276037e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 165411 members 
Entering Unmasked Estep 
Score: -22761022.000000 Penalty: 6019.939453
	Iteration 41Q: 3 clusters Score -2.276102e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 167641 members 
Entering Unmasked Estep 
Score: -22761712.000000 Penalty: 6019.939453
	Iteration 42Q: 3 clusters Score -2.276171e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 169755 members 
Entering Unmasked Estep 
Score: -22762344.000000 Penalty: 6019.939453
	Iteration 43Q: 3 clusters Score -2.276234e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 171672 members 
Entering Unmasked Estep 
Score: -22762974.000000 Penalty: 6019.939453
	Iteration 44Q: 3 clusters Score -2.276297e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 173433 members 
Entering Unmasked Estep 
Score: -22763596.000000 Penalty: 6019.939453
	Iteration 45Q: 3 clusters Score -2.27636e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 174976 members 
Entering Unmasked Estep 
Score: -22764052.000000 Penalty: 6019.939453
	Iteration 46Q: 3 clusters Score -2.276405e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 176389 members 
Entering Unmasked Estep 
Score: -22764570.000000 Penalty: 6019.939453
	Iteration 47Q: 3 clusters Score -2.276457e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 177628 members 
Entering Unmasked Estep 
Score: -22764896.000000 Penalty: 6019.939453
	Iteration 48Q: 3 clusters Score -2.27649e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 178697 members 
Entering Unmasked Estep 
Score: -22765246.000000 Penalty: 6019.939453
	Iteration 49Q: 3 clusters Score -2.276525e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 179622 members 
Entering Unmasked Estep 
Score: -22765470.000000 Penalty: 6019.939453
	Iteration 50Q: 3 clusters Score -2.276547e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 180426 members 
Entering Unmasked Estep 
Score: -22765694.000000 Penalty: 6019.939453
	Iteration 51Q: 3 clusters Score -2.276569e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 181112 members 
Entering Unmasked Estep 
Score: -22765922.000000 Penalty: 6019.939453
	Iteration 52Q: 3 clusters Score -2.276592e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 181699 members 
Entering Unmasked Estep 
Score: -22766060.000000 Penalty: 6019.939453
	Iteration 53Q: 3 clusters Score -2.276606e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 182213 members 
Entering Unmasked Estep 
Score: -22766136.000000 Penalty: 6019.939453
	Iteration 54Q: 3 clusters Score -2.276614e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 182609 members 
Entering Unmasked Estep 
Score: -22766300.000000 Penalty: 6019.939453
	Iteration 55Q: 3 clusters Score -2.27663e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 182931 members 
Entering Unmasked Estep 
Score: -22766420.000000 Penalty: 6019.939453
	Iteration 56Q: 3 clusters Score -2.276642e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 183220 members 
Entering Unmasked Estep 
Score: -22766510.000000 Penalty: 6019.939453
	Iteration 57Q: 3 clusters Score -2.276651e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 183463 members 
Entering Unmasked Estep 
Score: -22766590.000000 Penalty: 6019.939453
	Iteration 58Q: 3 clusters Score -2.276659e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 183672 members 
Entering Unmasked Estep 
Score: -22766642.000000 Penalty: 6019.939453
	Iteration 59Q: 3 clusters Score -2.276664e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 183855 members 
Entering Unmasked Estep 
Score: -22766758.000000 Penalty: 6019.939453
	Iteration 60F: 3 clusters Score -2.276676e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 184016 members 
Entering Unmasked Estep 
Score: -22766742.000000 Penalty: 6019.939453
	Iteration 61Q: 3 clusters Score -2.276674e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 184129 members 
Entering Unmasked Estep 
Score: -22766750.000000 Penalty: 6019.939453
	Iteration 62Q: 3 clusters Score -2.276675e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 184207 members 
Entering Unmasked Estep 
Score: -22766798.000000 Penalty: 6019.939453
	Iteration 63Q: 3 clusters Score -2.27668e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 184288 members 
Entering Unmasked Estep 
Score: -22766804.000000 Penalty: 6019.939453
	Iteration 64Q: 3 clusters Score -2.27668e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 184364 members 
Entering Unmasked Estep 
Score: -22766794.000000 Penalty: 6019.939453
	Iteration 65Q: 3 clusters Score -2.276679e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 184452 members 
Entering Unmasked Estep 
Score: -22766826.000000 Penalty: 6019.939453
	Iteration 66Q: 3 clusters Score -2.276683e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 184527 members 
Entering Unmasked Estep 
Score: -22766830.000000 Penalty: 6019.939453
	Iteration 67Q: 3 clusters Score -2.276683e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 184593 members 
Entering Unmasked Estep 
Score: -22766832.000000 Penalty: 6019.939453
	Iteration 68Q: 3 clusters Score -2.276683e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 184651 members 
Entering Unmasked Estep 
Score: -22766840.000000 Penalty: 6019.939453
	Iteration 69Q: 3 clusters Score -2.276684e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 184704 members 
Entering Unmasked Estep 
Score: -22766900.000000 Penalty: 6019.939453
	Iteration 70Q: 3 clusters Score -2.27669e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 184757 members 
Entering Unmasked Estep 
Score: -22766908.000000 Penalty: 6019.939453
	Iteration 71Q: 3 clusters Score -2.276691e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 184792 members 
Entering Unmasked Estep 
Score: -22766904.000000 Penalty: 6019.939453
	Iteration 72Q: 3 clusters Score -2.27669e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 184813 members 
Entering Unmasked Estep 
Score: -22766908.000000 Penalty: 6019.939453
	Iteration 73Q: 3 clusters Score -2.276691e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 184841 members 
Entering Unmasked Estep 
Score: -22766922.000000 Penalty: 6019.939453
	Iteration 74Q: 3 clusters Score -2.276692e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 184866 members 
Entering Unmasked Estep 
Score: -22766918.000000 Penalty: 6019.939453
	Iteration 75Q: 3 clusters Score -2.276692e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 184885 members 
Entering Unmasked Estep 
Score: -22766966.000000 Penalty: 6019.939453
	Iteration 76Q: 3 clusters Score -2.276697e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 184901 members 
Entering Unmasked Estep 
Score: -22766954.000000 Penalty: 6019.939453
	Iteration 77Q: 3 clusters Score -2.276695e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 184917 members 
Entering Unmasked Estep 
Score: -22766948.000000 Penalty: 6019.939453
	Iteration 78Q: 3 clusters Score -2.276695e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 184938 members 
Entering Unmasked Estep 
Score: -22766966.000000 Penalty: 6019.939453
	Iteration 79Q: 3 clusters Score -2.276697e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 184961 members 
Entering Unmasked Estep 
Score: -22766964.000000 Penalty: 6019.939453
	Iteration 80F: 3 clusters Score -2.276696e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 184976 members 
Entering Unmasked Estep 
Score: -22766964.000000 Penalty: 6019.939453
	Iteration 81Q: 3 clusters Score -2.276696e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 184991 members 
Entering Unmasked Estep 
Score: -22766994.000000 Penalty: 6019.939453
	Iteration 82Q: 3 clusters Score -2.276699e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 185004 members 
Entering Unmasked Estep 
Score: -22766976.000000 Penalty: 6019.939453
	Iteration 83Q: 3 clusters Score -2.276698e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 185016 members 
Entering Unmasked Estep 
Score: -22766980.000000 Penalty: 6019.939453
	Iteration 84Q: 3 clusters Score -2.276698e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 185025 members 
Entering Unmasked Estep 
Score: -22766992.000000 Penalty: 6019.939453
	Iteration 85Q: 3 clusters Score -2.276699e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 185034 members 
Entering Unmasked Estep 
Score: -22767002.000000 Penalty: 6019.939453
	Iteration 86Q: 3 clusters Score -2.2767e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 185048 members 
Entering Unmasked Estep 
Score: -22766998.000000 Penalty: 6019.939453
	Iteration 87Q: 3 clusters Score -2.2767e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 185060 members 
Entering Unmasked Estep 
Score: -22766986.000000 Penalty: 6019.939453
	Iteration 88Q: 3 clusters Score -2.276699e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 185067 members 
Entering Unmasked Estep 
Score: -22767004.000000 Penalty: 6019.939453
	Iteration 89Q: 3 clusters Score -2.2767e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 185073 members 
Entering Unmasked Estep 
Score: -22767008.000000 Penalty: 6019.939453
	Iteration 90Q: 3 clusters Score -2.276701e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 185076 members 
Entering Unmasked Estep 
Score: -22767016.000000 Penalty: 6019.939453
	Iteration 91Q: 3 clusters Score -2.276702e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 185078 members 
Entering Unmasked Estep 
Score: -22767010.000000 Penalty: 6019.939453
	Iteration 92Q: 3 clusters Score -2.276701e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 185079 members 
Entering Unmasked Estep 
Score: -22767016.000000 Penalty: 6019.939453
	Iteration 93Q: 3 clusters Score -2.276702e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 185085 members 
Entering Unmasked Estep 
Score: -22767012.000000 Penalty: 6019.939453
	Iteration 94Q: 3 clusters Score -2.276701e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 185099 members 
Entering Unmasked Estep 
Score: -22767020.000000 Penalty: 6019.939453
	Iteration 95Q: 3 clusters Score -2.276702e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 185102 members 
Entering Unmasked Estep 
Score: -22767022.000000 Penalty: 6019.939453
	Iteration 96Q: 3 clusters Score -2.276702e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 185109 members 
Entering Unmasked Estep 
Score: -22767044.000000 Penalty: 6019.939453
	Iteration 97Q: 3 clusters Score -2.276704e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 185117 members 
Entering Unmasked Estep 
Score: -22767042.000000 Penalty: 6019.939453
	Iteration 98Q: 3 clusters Score -2.276704e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 185126 members 
Entering Unmasked Estep 
Score: -22767058.000000 Penalty: 6019.939453
	Iteration 99Q: 3 clusters Score -2.276706e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 185135 members 
Entering Unmasked Estep 
Score: -22767044.000000 Penalty: 6019.939453
	Iteration 100F: 3 clusters Score -2.276704e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 185147 members 
Entering Unmasked Estep 
Score: -22767052.000000 Penalty: 6019.939453
	Iteration 101Q: 3 clusters Score -2.276705e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 185156 members 
Entering Unmasked Estep 
Score: -22767066.000000 Penalty: 6019.939453
	Iteration 102Q: 3 clusters Score -2.276707e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 185169 members 
Entering Unmasked Estep 
Score: -22767060.000000 Penalty: 6019.939453
	Iteration 103Q: 3 clusters Score -2.276706e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 185173 members 
Entering Unmasked Estep 
Score: -22767074.000000 Penalty: 6019.939453
	Iteration 104Q: 3 clusters Score -2.276707e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 185177 members 
Entering Unmasked Estep 
Score: -22767062.000000 Penalty: 6019.939453
	Iteration 105Q: 3 clusters Score -2.276706e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 185182 members 
Entering Unmasked Estep 
Score: -22767070.000000 Penalty: 6019.939453
	Iteration 106Q: 3 clusters Score -2.276707e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 185188 members 
Entering Unmasked Estep 
Score: -22767048.000000 Penalty: 6019.939453
	Iteration 107Q: 3 clusters Score -2.276705e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 185196 members 
Entering Unmasked Estep 
Score: -22767074.000000 Penalty: 6019.939453
	Iteration 108Q: 3 clusters Score -2.276707e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 185200 members 
Entering Unmasked Estep 
Score: -22767064.000000 Penalty: 6019.939453
	Iteration 109Q: 3 clusters Score -2.276706e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 185202 members 
Entering Unmasked Estep 
Score: -22767082.000000 Penalty: 6019.939453
	Iteration 110Q: 3 clusters Score -2.276708e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 185208 members 
Entering Unmasked Estep 
Score: -22767098.000000 Penalty: 6019.939453
	Iteration 111Q: 3 clusters Score -2.27671e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 185212 members 
Entering Unmasked Estep 
Score: -22767106.000000 Penalty: 6019.939453
	Iteration 112Q: 3 clusters Score -2.276711e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 185217 members 
Entering Unmasked Estep 
Score: -22767116.000000 Penalty: 6019.939453
	Iteration 113Q: 3 clusters Score -2.276712e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 185226 members 
Entering Unmasked Estep 
Score: -22767110.000000 Penalty: 6019.939453
	Iteration 114Q: 3 clusters Score -2.276711e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 185237 members 
Entering Unmasked Estep 
Score: -22767122.000000 Penalty: 6019.939453
	Iteration 115Q: 3 clusters Score -2.276712e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 185244 members 
Entering Unmasked Estep 
Score: -22767104.000000 Penalty: 6019.939453
	Iteration 116Q: 3 clusters Score -2.27671e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 185250 members 
Entering Unmasked Estep 
Score: -22767110.000000 Penalty: 6019.939453
	Iteration 117Q: 3 clusters Score -2.276711e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 185253 members 
Entering Unmasked Estep 
Score: -22767110.000000 Penalty: 6019.939453
	Iteration 118Q: 3 clusters Score -2.276711e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 185252 members 
Entering Unmasked Estep 
Score: -22767108.000000 Penalty: 6019.939453
	Iteration 119Q: 3 clusters Score -2.276711e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 185253 members 
Entering Unmasked Estep 
Score: -22767104.000000 Penalty: 6019.939453
	Iteration 120F: 3 clusters Score -2.27671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 185255 members 
Entering Unmasked Estep 
Score: -22767118.000000 Penalty: 6019.939453
	Iteration 121Q: 3 clusters Score -2.276712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 185259 members 
Entering Unmasked Estep 
Score: -22767132.000000 Penalty: 6019.939453
	Iteration 122Q: 3 clusters Score -2.276713e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 185263 members 
Entering Unmasked Estep 
Score: -22767120.000000 Penalty: 6019.939453
	Iteration 123Q: 3 clusters Score -2.276712e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 185264 members 
Entering Unmasked Estep 
Score: -22767122.000000 Penalty: 6019.939453
	Iteration 124Q: 3 clusters Score -2.276712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 185264 members 
Entering Unmasked Estep 
Score: -22767112.000000 Penalty: 6019.939453
	Iteration 125Q: 3 clusters Score -2.276711e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 185264 members 
Entering Unmasked Estep 
Score: -22767112.000000 Penalty: 6019.939453
	Iteration 126F: 3 clusters Score -2.276711e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Entering Unmasked Estep 
Score: -603885.875000 Penalty: 2101.778076
	Iteration 0F: 2 clusters Score -603885.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -599484.125000 Penalty: 4203.556152
	Iteration 0F: 3 clusters Score -599484.1 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -600504.625000 Penalty: 4203.556152
	Iteration 1F: 3 clusters Score -600504.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -600680.625000 Penalty: 4203.556152
	Iteration 2F: 3 clusters Score -600680.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -600789.500000 Penalty: 4203.556152
	Iteration 3Q: 3 clusters Score -600789.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -600844.000000 Penalty: 4203.556152
	Iteration 4Q: 3 clusters Score -600844 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -600892.312500 Penalty: 4203.556152
	Iteration 5Q: 3 clusters Score -600892.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -600930.250000 Penalty: 4203.556152
	Iteration 6Q: 3 clusters Score -600930.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -600957.687500 Penalty: 4203.556152
	Iteration 7Q: 3 clusters Score -600957.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -600980.562500 Penalty: 4203.556152
	Iteration 8Q: 3 clusters Score -600980.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -601006.875000 Penalty: 4203.556152
	Iteration 9Q: 3 clusters Score -601006.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -601026.812500 Penalty: 4203.556152
	Iteration 10Q: 3 clusters Score -601026.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -601048.812500 Penalty: 4203.556152
	Iteration 11Q: 3 clusters Score -601048.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -601068.312500 Penalty: 4203.556152
	Iteration 12Q: 3 clusters Score -601068.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -601082.250000 Penalty: 4203.556152
	Iteration 13Q: 3 clusters Score -601082.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -601099.562500 Penalty: 4203.556152
	Iteration 14Q: 3 clusters Score -601099.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -601119.687500 Penalty: 4203.556152
	Iteration 15Q: 3 clusters Score -601119.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -601140.375000 Penalty: 4203.556152
	Iteration 16Q: 3 clusters Score -601140.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -601165.375000 Penalty: 4203.556152
	Iteration 17Q: 3 clusters Score -601165.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -601191.625000 Penalty: 4203.556152
	Iteration 18Q: 3 clusters Score -601191.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -601218.812500 Penalty: 4203.556152
	Iteration 19Q: 3 clusters Score -601218.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -601240.812500 Penalty: 4203.556152
	Iteration 20F: 3 clusters Score -601240.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -601261.562500 Penalty: 4203.556152
	Iteration 21Q: 3 clusters Score -601261.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -601284.687500 Penalty: 4203.556152
	Iteration 22Q: 3 clusters Score -601284.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -601310.687500 Penalty: 4203.556152
	Iteration 23Q: 3 clusters Score -601310.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -601332.125000 Penalty: 4203.556152
	Iteration 24Q: 3 clusters Score -601332.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -601352.250000 Penalty: 4203.556152
	Iteration 25Q: 3 clusters Score -601352.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -601370.250000 Penalty: 4203.556152
	Iteration 26Q: 3 clusters Score -601370.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -601388.875000 Penalty: 4203.556152
	Iteration 27Q: 3 clusters Score -601388.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -601415.312500 Penalty: 4203.556152
	Iteration 28Q: 3 clusters Score -601415.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -601446.250000 Penalty: 4203.556152
	Iteration 29Q: 3 clusters Score -601446.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -601477.000000 Penalty: 4203.556152
	Iteration 30Q: 3 clusters Score -601477 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -601509.750000 Penalty: 4203.556152
	Iteration 31Q: 3 clusters Score -601509.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -601542.562500 Penalty: 4203.556152
	Iteration 32Q: 3 clusters Score -601542.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -601577.687500 Penalty: 4203.556152
	Iteration 33Q: 3 clusters Score -601577.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -601617.937500 Penalty: 4203.556152
	Iteration 34Q: 3 clusters Score -601617.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -601653.875000 Penalty: 4203.556152
	Iteration 35Q: 3 clusters Score -601653.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -601686.250000 Penalty: 4203.556152
	Iteration 36Q: 3 clusters Score -601686.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -601711.625000 Penalty: 4203.556152
	Iteration 37Q: 3 clusters Score -601711.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -601737.812500 Penalty: 4203.556152
	Iteration 38Q: 3 clusters Score -601737.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -601763.750000 Penalty: 4203.556152
	Iteration 39Q: 3 clusters Score -601763.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -601787.500000 Penalty: 4203.556152
	Iteration 40F: 3 clusters Score -601787.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -601810.062500 Penalty: 4203.556152
	Iteration 41Q: 3 clusters Score -601810.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -601826.562500 Penalty: 4203.556152
	Iteration 42Q: 3 clusters Score -601826.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -601840.125000 Penalty: 4203.556152
	Iteration 43Q: 3 clusters Score -601840.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -601851.437500 Penalty: 4203.556152
	Iteration 44Q: 3 clusters Score -601851.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -601861.250000 Penalty: 4203.556152
	Iteration 45Q: 3 clusters Score -601861.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -601875.062500 Penalty: 4203.556152
	Iteration 46Q: 3 clusters Score -601875.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -601883.437500 Penalty: 4203.556152
	Iteration 47Q: 3 clusters Score -601883.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -601898.625000 Penalty: 4203.556152
	Iteration 48Q: 3 clusters Score -601898.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -601912.687500 Penalty: 4203.556152
	Iteration 49Q: 3 clusters Score -601912.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -601925.250000 Penalty: 4203.556152
	Iteration 50Q: 3 clusters Score -601925.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -601933.062500 Penalty: 4203.556152
	Iteration 51Q: 3 clusters Score -601933.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -601945.812500 Penalty: 4203.556152
	Iteration 52Q: 3 clusters Score -601945.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -601961.437500 Penalty: 4203.556152
	Iteration 53Q: 3 clusters Score -601961.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -601972.750000 Penalty: 4203.556152
	Iteration 54Q: 3 clusters Score -601972.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -601984.375000 Penalty: 4203.556152
	Iteration 55Q: 3 clusters Score -601984.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -601990.062500 Penalty: 4203.556152
	Iteration 56Q: 3 clusters Score -601990.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -601996.437500 Penalty: 4203.556152
	Iteration 57Q: 3 clusters Score -601996.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -602002.000000 Penalty: 4203.556152
	Iteration 58Q: 3 clusters Score -602002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -602005.562500 Penalty: 4203.556152
	Iteration 59Q: 3 clusters Score -602005.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -602006.062500 Penalty: 4203.556152
	Iteration 60F: 3 clusters Score -602006.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -602007.625000 Penalty: 4203.556152
	Iteration 61Q: 3 clusters Score -602007.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -602010.312500 Penalty: 4203.556152
	Iteration 62Q: 3 clusters Score -602010.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -602011.437500 Penalty: 4203.556152
	Iteration 63Q: 3 clusters Score -602011.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -602015.187500 Penalty: 4203.556152
	Iteration 64Q: 3 clusters Score -602015.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -602017.125000 Penalty: 4203.556152
	Iteration 65Q: 3 clusters Score -602017.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -602020.812500 Penalty: 4203.556152
	Iteration 66Q: 3 clusters Score -602020.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -602020.125000 Penalty: 4203.556152
	Iteration 67Q: 3 clusters Score -602020.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -602021.937500 Penalty: 4203.556152
	Iteration 68Q: 3 clusters Score -602021.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -602021.937500 Penalty: 4203.556152
	Iteration 69F: 3 clusters Score -602021.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Entering Unmasked Estep 
Score: -69273.320312 Penalty: 1644.082031
	Iteration 0F: 2 clusters Score -69273.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -67714.375000 Penalty: 3288.164062
	Iteration 0F: 3 clusters Score -67714.38 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -68479.960938 Penalty: 3288.164062
	Iteration 1F: 3 clusters Score -68479.96 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -69021.500000 Penalty: 3288.164062
	Iteration 2F: 3 clusters Score -69021.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -69661.546875 Penalty: 3288.164062
	Iteration 3F: 3 clusters Score -69661.55 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -69926.937500 Penalty: 3288.164062
	Iteration 4F: 3 clusters Score -69926.94 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -70091.343750 Penalty: 3288.164062
	Iteration 5Q: 3 clusters Score -70091.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -70103.843750 Penalty: 3288.164062
	Iteration 6Q: 3 clusters Score -70103.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -70135.640625 Penalty: 3288.164062
	Iteration 7Q: 3 clusters Score -70135.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -70166.015625 Penalty: 3288.164062
	Iteration 8Q: 3 clusters Score -70166.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -70172.320312 Penalty: 3288.164062
	Iteration 9Q: 3 clusters Score -70172.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -70179.242188 Penalty: 3288.164062
	Iteration 10Q: 3 clusters Score -70179.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -70197.515625 Penalty: 3288.164062
	Iteration 11Q: 3 clusters Score -70197.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -70197.695312 Penalty: 3288.164062
	Iteration 12F: 3 clusters Score -70197.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -70200.445312 Penalty: 3288.164062
	Iteration 13Q: 3 clusters Score -70200.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -70208.375000 Penalty: 3288.164062
	Iteration 14Q: 3 clusters Score -70208.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -70234.437500 Penalty: 3288.164062
	Iteration 15Q: 3 clusters Score -70234.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -70277.187500 Penalty: 3288.164062
	Iteration 16Q: 3 clusters Score -70277.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -70280.789062 Penalty: 3288.164062
	Iteration 17Q: 3 clusters Score -70280.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -70280.789062 Penalty: 3288.164062
	Iteration 18F: 3 clusters Score -70280.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 58258 members 
Mstep: Class 2 contains 159018 members 
Mstep: Class 3 contains 6937 members 
Mstep: Class 4 contains 186647 members 
Mstep: Class 5 contains 4793 members 
Mstep: Class 6 contains 405 members 
Mstep: Class 7 contains 25691 members 
Mstep: Class 8 contains 17092 members 
Mstep: Class 9 contains 168013 members 
Mstep: Class 10 contains 190839 members 
Mstep: Class 11 contains 32584 members 
Mstep: Class 12 contains 13925 members 
Mstep: Class 13 contains 16957 members 
Mstep: Class 14 contains 7889 members 
Mstep: Class 15 contains 8252 members 
Mstep: Class 16 contains 7315 members 
Mstep: Class 17 contains 87693 members 
Mstep: Class 18 contains 5508 members 
Mstep: Class 19 contains 13444 members 
Mstep: Class 20 contains 3076 members 
Mstep: Class 21 contains 290062 members 
Mstep: Class 22 contains 46533 members 
Mstep: Class 23 contains 2076 members 
Mstep: Class 24 contains 280545 members 
Mstep: Class 25 contains 15852 members 
Mstep: Class 26 contains 19502 members 
Mstep: Class 27 contains 22073 members 
Mstep: Class 28 contains 11520 members 
Mstep: Class 29 contains 7852 members 
Mstep: Class 30 contains 43918 members 
Mstep: Class 31 contains 1966 members 
Mstep: Class 32 contains 10412 members 
Mstep: Class 33 contains 9505 members 
Mstep: Class 34 contains 213613 members 
Mstep: Class 35 contains 352 members 
Entering Unmasked Estep 
Score: -235380736.000000 Penalty: 125892.359375
Splitting cluster 6 changes total score from -235381888.000000 to -235380736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (25691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Entering Unmasked Estep 
Score: -3097960.000000 Penalty: 2518.166260
	Iteration 0F: 2 clusters Score -3097960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -3080235.000000 Penalty: 5036.332520
	Iteration 0F: 3 clusters Score -3080235 nChanged 11503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -3086377.500000 Penalty: 5036.332520
	Iteration 1F: 3 clusters Score -3086378 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -3086749.750000 Penalty: 5036.332520
	Iteration 2Q: 3 clusters Score -3086750 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -3087050.500000 Penalty: 5036.332520
	Iteration 3Q: 3 clusters Score -3087050 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -3087360.750000 Penalty: 5036.332520
	Iteration 4Q: 3 clusters Score -3087361 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -3087655.500000 Penalty: 5036.332520
	Iteration 5Q: 3 clusters Score -3087656 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -3087962.500000 Penalty: 5036.332520
	Iteration 6Q: 3 clusters Score -3087962 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -3088326.750000 Penalty: 5036.332520
	Iteration 7Q: 3 clusters Score -3088327 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -3088755.750000 Penalty: 5036.332520
	Iteration 8Q: 3 clusters Score -3088756 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -3089365.750000 Penalty: 5036.332520
	Iteration 9Q: 3 clusters Score -3089366 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -3090144.500000 Penalty: 5036.332520
	Iteration 10F: 3 clusters Score -3090144 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -3091160.250000 Penalty: 5036.332520
	Iteration 11F: 3 clusters Score -3091160 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -3092302.750000 Penalty: 5036.332520
	Iteration 12F: 3 clusters Score -3092303 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -3093476.750000 Penalty: 5036.332520
	Iteration 13F: 3 clusters Score -3093477 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -3094424.250000 Penalty: 5036.332520
	Iteration 14Q: 3 clusters Score -3094424 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -3095078.250000 Penalty: 5036.332520
	Iteration 15Q: 3 clusters Score -3095078 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3095484.750000 Penalty: 5036.332520
	Iteration 16Q: 3 clusters Score -3095485 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -3095711.500000 Penalty: 5036.332520
	Iteration 17Q: 3 clusters Score -3095712 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3095842.000000 Penalty: 5036.332520
	Iteration 18Q: 3 clusters Score -3095842 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3095930.750000 Penalty: 5036.332520
	Iteration 19Q: 3 clusters Score -3095931 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3095986.000000 Penalty: 5036.332520
	Iteration 20F: 3 clusters Score -3095986 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3096038.500000 Penalty: 5036.332520
	Iteration 21Q: 3 clusters Score -3096038 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3096087.250000 Penalty: 5036.332520
	Iteration 22Q: 3 clusters Score -3096087 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3096133.250000 Penalty: 5036.332520
	Iteration 23Q: 3 clusters Score -3096133 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3096177.250000 Penalty: 5036.332520
	Iteration 24Q: 3 clusters Score -3096177 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3096229.750000 Penalty: 5036.332520
	Iteration 25Q: 3 clusters Score -3096230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3096265.000000 Penalty: 5036.332520
	Iteration 26Q: 3 clusters Score -3096265 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3096286.750000 Penalty: 5036.332520
	Iteration 27Q: 3 clusters Score -3096287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3096305.750000 Penalty: 5036.332520
	Iteration 28Q: 3 clusters Score -3096306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3096328.000000 Penalty: 5036.332520
	Iteration 29Q: 3 clusters Score -3096328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3096344.250000 Penalty: 5036.332520
	Iteration 30Q: 3 clusters Score -3096344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3096355.750000 Penalty: 5036.332520
	Iteration 31Q: 3 clusters Score -3096356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3096363.750000 Penalty: 5036.332520
	Iteration 32Q: 3 clusters Score -3096364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -3096366.750000 Penalty: 5036.332520
	Iteration 33Q: 3 clusters Score -3096367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3096370.500000 Penalty: 5036.332520
	Iteration 34Q: 3 clusters Score -3096370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -3096375.500000 Penalty: 5036.332520
	Iteration 35Q: 3 clusters Score -3096376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -3096375.500000 Penalty: 5036.332520
	Iteration 36F: 3 clusters Score -3096376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Entering Unmasked Estep 
Score: -2057868.250000 Penalty: 2417.098633
	Iteration 0F: 2 clusters Score -2057868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -2045535.000000 Penalty: 4834.197266
	Iteration 0F: 3 clusters Score -2045535 nChanged 7505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -2049545.875000 Penalty: 4834.197266
	Iteration 1F: 3 clusters Score -2049546 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -2049995.500000 Penalty: 4834.197266
	Iteration 2F: 3 clusters Score -2049996 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -2050365.875000 Penalty: 4834.197266
	Iteration 3F: 3 clusters Score -2050366 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -2050706.875000 Penalty: 4834.197266
	Iteration 4Q: 3 clusters Score -2050707 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -2051064.875000 Penalty: 4834.197266
	Iteration 5Q: 3 clusters Score -2051065 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2051506.125000 Penalty: 4834.197266
	Iteration 6Q: 3 clusters Score -2051506 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -2051995.875000 Penalty: 4834.197266
	Iteration 7Q: 3 clusters Score -2051996 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -2052459.375000 Penalty: 4834.197266
	Iteration 8Q: 3 clusters Score -2052459 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -2052961.875000 Penalty: 4834.197266
	Iteration 9Q: 3 clusters Score -2052962 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -2053457.000000 Penalty: 4834.197266
	Iteration 10Q: 3 clusters Score -2053457 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -2053925.750000 Penalty: 4834.197266
	Iteration 11Q: 3 clusters Score -2053926 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -2054302.250000 Penalty: 4834.197266
	Iteration 12Q: 3 clusters Score -2054302 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -2054587.875000 Penalty: 4834.197266
	Iteration 13Q: 3 clusters Score -2054588 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -2054792.625000 Penalty: 4834.197266
	Iteration 14Q: 3 clusters Score -2054793 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -2054931.125000 Penalty: 4834.197266
	Iteration 15Q: 3 clusters Score -2054931 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -2055035.125000 Penalty: 4834.197266
	Iteration 16Q: 3 clusters Score -2055035 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -2055106.125000 Penalty: 4834.197266
	Iteration 17Q: 3 clusters Score -2055106 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -2055171.250000 Penalty: 4834.197266
	Iteration 18Q: 3 clusters Score -2055171 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -2055224.375000 Penalty: 4834.197266
	Iteration 19Q: 3 clusters Score -2055224 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -2055268.750000 Penalty: 4834.197266
	Iteration 20F: 3 clusters Score -2055269 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -2055308.875000 Penalty: 4834.197266
	Iteration 21Q: 3 clusters Score -2055309 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -2055341.875000 Penalty: 4834.197266
	Iteration 22Q: 3 clusters Score -2055342 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -2055370.750000 Penalty: 4834.197266
	Iteration 23Q: 3 clusters Score -2055371 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -2055392.250000 Penalty: 4834.197266
	Iteration 24Q: 3 clusters Score -2055392 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -2055422.750000 Penalty: 4834.197266
	Iteration 25Q: 3 clusters Score -2055423 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -2055459.625000 Penalty: 4834.197266
	Iteration 26Q: 3 clusters Score -2055460 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -2055487.125000 Penalty: 4834.197266
	Iteration 27Q: 3 clusters Score -2055487 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -2055514.750000 Penalty: 4834.197266
	Iteration 28Q: 3 clusters Score -2055515 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -2055536.625000 Penalty: 4834.197266
	Iteration 29Q: 3 clusters Score -2055537 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -2055547.000000 Penalty: 4834.197266
	Iteration 30Q: 3 clusters Score -2055547 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -2055554.875000 Penalty: 4834.197266
	Iteration 31Q: 3 clusters Score -2055555 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -2055574.125000 Penalty: 4834.197266
	Iteration 32Q: 3 clusters Score -2055574 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -2055591.000000 Penalty: 4834.197266
	Iteration 33Q: 3 clusters Score -2055591 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -2055609.750000 Penalty: 4834.197266
	Iteration 34Q: 3 clusters Score -2055610 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -2055623.500000 Penalty: 4834.197266
	Iteration 35Q: 3 clusters Score -2055624 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -2055637.375000 Penalty: 4834.197266
	Iteration 36Q: 3 clusters Score -2055637 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -2055651.000000 Penalty: 4834.197266
	Iteration 37Q: 3 clusters Score -2055651 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -2055666.125000 Penalty: 4834.197266
	Iteration 38Q: 3 clusters Score -2055666 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -2055686.125000 Penalty: 4834.197266
	Iteration 39Q: 3 clusters Score -2055686 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -2055703.875000 Penalty: 4834.197266
	Iteration 40F: 3 clusters Score -2055704 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -2055718.625000 Penalty: 4834.197266
	Iteration 41Q: 3 clusters Score -2055719 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -2055728.875000 Penalty: 4834.197266
	Iteration 42Q: 3 clusters Score -2055729 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -2055732.875000 Penalty: 4834.197266
	Iteration 43Q: 3 clusters Score -2055733 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -2055745.625000 Penalty: 4834.197266
	Iteration 44Q: 3 clusters Score -2055746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -2055750.625000 Penalty: 4834.197266
	Iteration 45Q: 3 clusters Score -2055751 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -2055749.375000 Penalty: 4834.197266
	Iteration 46Q: 3 clusters Score -2055749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -2055753.125000 Penalty: 4834.197266
	Iteration 47Q: 3 clusters Score -2055753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -2055754.250000 Penalty: 4834.197266
	Iteration 48Q: 3 clusters Score -2055754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -2055757.875000 Penalty: 4834.197266
	Iteration 49Q: 3 clusters Score -2055758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -2055756.875000 Penalty: 4834.197266
	Iteration 50Q: 3 clusters Score -2055757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -2055761.875000 Penalty: 4834.197266
	Iteration 51Q: 3 clusters Score -2055762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -2055768.875000 Penalty: 4834.197266
	Iteration 52Q: 3 clusters Score -2055769 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -2055767.000000 Penalty: 4834.197266
	Iteration 53Q: 3 clusters Score -2055767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -2055775.625000 Penalty: 4834.197266
	Iteration 54Q: 3 clusters Score -2055776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -2055776.875000 Penalty: 4834.197266
	Iteration 55Q: 3 clusters Score -2055777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -2055778.875000 Penalty: 4834.197266
	Iteration 56Q: 3 clusters Score -2055779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -2055779.875000 Penalty: 4834.197266
	Iteration 57Q: 3 clusters Score -2055780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -2055781.000000 Penalty: 4834.197266
	Iteration 58Q: 3 clusters Score -2055781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -2055784.000000 Penalty: 4834.197266
	Iteration 59Q: 3 clusters Score -2055784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -2055787.500000 Penalty: 4834.197266
	Iteration 60F: 3 clusters Score -2055788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -2055792.250000 Penalty: 4834.197266
	Iteration 61Q: 3 clusters Score -2055792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -2055792.375000 Penalty: 4834.197266
	Iteration 62Q: 3 clusters Score -2055792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -2055796.250000 Penalty: 4834.197266
	Iteration 63Q: 3 clusters Score -2055796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -2055796.000000 Penalty: 4834.197266
	Iteration 64Q: 3 clusters Score -2055796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -2055801.875000 Penalty: 4834.197266
	Iteration 65Q: 3 clusters Score -2055802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -2055806.875000 Penalty: 4834.197266
	Iteration 66Q: 3 clusters Score -2055807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -2055802.500000 Penalty: 4834.197266
	Iteration 67Q: 3 clusters Score -2055802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -2055805.000000 Penalty: 4834.197266
	Iteration 68Q: 3 clusters Score -2055805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -2055808.250000 Penalty: 4834.197266
	Iteration 69Q: 3 clusters Score -2055808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -2055810.125000 Penalty: 4834.197266
	Iteration 70Q: 3 clusters Score -2055810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -2055810.625000 Penalty: 4834.197266
	Iteration 71Q: 3 clusters Score -2055811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -2055810.875000 Penalty: 4834.197266
	Iteration 72Q: 3 clusters Score -2055811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -2055812.125000 Penalty: 4834.197266
	Iteration 73Q: 3 clusters Score -2055812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -2055816.250000 Penalty: 4834.197266
	Iteration 74Q: 3 clusters Score -2055816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -2055814.625000 Penalty: 4834.197266
	Iteration 75Q: 3 clusters Score -2055815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -2055814.000000 Penalty: 4834.197266
	Iteration 76Q: 3 clusters Score -2055814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -2055820.250000 Penalty: 4834.197266
	Iteration 77Q: 3 clusters Score -2055820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -2055820.875000 Penalty: 4834.197266
	Iteration 78Q: 3 clusters Score -2055821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -2055818.625000 Penalty: 4834.197266
	Iteration 79Q: 3 clusters Score -2055819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -2055821.000000 Penalty: 4834.197266
	Iteration 80F: 3 clusters Score -2055821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -2055821.750000 Penalty: 4834.197266
	Iteration 81Q: 3 clusters Score -2055822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -2055820.625000 Penalty: 4834.197266
	Iteration 82Q: 3 clusters Score -2055821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -2055821.875000 Penalty: 4834.197266
	Iteration 83Q: 3 clusters Score -2055822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -2055826.375000 Penalty: 4834.197266
	Iteration 84Q: 3 clusters Score -2055826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -2055835.375000 Penalty: 4834.197266
	Iteration 85Q: 3 clusters Score -2055835 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -2055843.125000 Penalty: 4834.197266
	Iteration 86Q: 3 clusters Score -2055843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -2055847.250000 Penalty: 4834.197266
	Iteration 87Q: 3 clusters Score -2055847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -2055852.500000 Penalty: 4834.197266
	Iteration 88Q: 3 clusters Score -2055852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -2055854.375000 Penalty: 4834.197266
	Iteration 89Q: 3 clusters Score -2055854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -2055854.750000 Penalty: 4834.197266
	Iteration 90Q: 3 clusters Score -2055855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -2055853.750000 Penalty: 4834.197266
	Iteration 91Q: 3 clusters Score -2055854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -2055856.125000 Penalty: 4834.197266
	Iteration 92Q: 3 clusters Score -2055856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -2055855.500000 Penalty: 4834.197266
	Iteration 93Q: 3 clusters Score -2055856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -2055852.250000 Penalty: 4834.197266
	Iteration 94Q: 3 clusters Score -2055852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -2055853.375000 Penalty: 4834.197266
	Iteration 95Q: 3 clusters Score -2055853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -2055860.125000 Penalty: 4834.197266
	Iteration 96Q: 3 clusters Score -2055860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -2055862.125000 Penalty: 4834.197266
	Iteration 97Q: 3 clusters Score -2055862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -2055863.500000 Penalty: 4834.197266
	Iteration 98Q: 3 clusters Score -2055864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -2055861.375000 Penalty: 4834.197266
	Iteration 99Q: 3 clusters Score -2055861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -2055859.125000 Penalty: 4834.197266
	Iteration 100F: 3 clusters Score -2055859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -2055860.125000 Penalty: 4834.197266
	Iteration 101Q: 3 clusters Score -2055860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -2055860.750000 Penalty: 4834.197266
	Iteration 102Q: 3 clusters Score -2055861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -2055861.750000 Penalty: 4834.197266
	Iteration 103Q: 3 clusters Score -2055862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -2055861.625000 Penalty: 4834.197266
	Iteration 104Q: 3 clusters Score -2055862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -2055861.625000 Penalty: 4834.197266
	Iteration 105Q: 3 clusters Score -2055862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -2055859.750000 Penalty: 4834.197266
	Iteration 106Q: 3 clusters Score -2055860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -2055859.750000 Penalty: 4834.197266
	Iteration 107F: 3 clusters Score -2055860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (168013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168013 members 
Entering Unmasked Estep 
Score: -20010116.000000 Penalty: 2983.885498
	Iteration 0F: 2 clusters Score -2.001012e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83948 members 
Mstep: Class 2 contains 84065 members 
Entering Unmasked Estep 
Score: -19897742.000000 Penalty: 5967.770996
	Iteration 0F: 3 clusters Score -1.989774e+07 nChanged 80603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82873 members 
Mstep: Class 2 contains 85140 members 
Entering Unmasked Estep 
Score: -19944486.000000 Penalty: 5967.770996
	Iteration 1F: 3 clusters Score -1.994449e+07 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82546 members 
Mstep: Class 2 contains 85467 members 
Entering Unmasked Estep 
Score: -19945590.000000 Penalty: 5967.770996
	Iteration 2Q: 3 clusters Score -1.994559e+07 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82344 members 
Mstep: Class 2 contains 85669 members 
Entering Unmasked Estep 
Score: -19947006.000000 Penalty: 5967.770996
	Iteration 3Q: 3 clusters Score -1.994701e+07 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82192 members 
Mstep: Class 2 contains 85821 members 
Entering Unmasked Estep 
Score: -19948322.000000 Penalty: 5967.770996
	Iteration 4Q: 3 clusters Score -1.994832e+07 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82182 members 
Mstep: Class 2 contains 85831 members 
Entering Unmasked Estep 
Score: -19950052.000000 Penalty: 5967.770996
	Iteration 5Q: 3 clusters Score -1.995005e+07 nChanged 6454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82294 members 
Mstep: Class 2 contains 85719 members 
Entering Unmasked Estep 
Score: -19952170.000000 Penalty: 5967.770996
	Iteration 6Q: 3 clusters Score -1.995217e+07 nChanged 6887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82681 members 
Mstep: Class 2 contains 85332 members 
Entering Unmasked Estep 
Score: -19954414.000000 Penalty: 5967.770996
	Iteration 7Q: 3 clusters Score -1.995441e+07 nChanged 7159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83004 members 
Mstep: Class 2 contains 85009 members 
Entering Unmasked Estep 
Score: -19956946.000000 Penalty: 5967.770996
	Iteration 8Q: 3 clusters Score -1.995695e+07 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83196 members 
Mstep: Class 2 contains 84817 members 
Entering Unmasked Estep 
Score: -19959574.000000 Penalty: 5967.770996
	Iteration 9Q: 3 clusters Score -1.995957e+07 nChanged 6821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83063 members 
Mstep: Class 2 contains 84950 members 
Entering Unmasked Estep 
Score: -19961730.000000 Penalty: 5967.770996
	Iteration 10Q: 3 clusters Score -1.996173e+07 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82509 members 
Mstep: Class 2 contains 85504 members 
Entering Unmasked Estep 
Score: -19963706.000000 Penalty: 5967.770996
	Iteration 11Q: 3 clusters Score -1.996371e+07 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81609 members 
Mstep: Class 2 contains 86404 members 
Entering Unmasked Estep 
Score: -19965426.000000 Penalty: 5967.770996
	Iteration 12Q: 3 clusters Score -1.996543e+07 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80429 members 
Mstep: Class 2 contains 87584 members 
Entering Unmasked Estep 
Score: -19966822.000000 Penalty: 5967.770996
	Iteration 13Q: 3 clusters Score -1.996682e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78865 members 
Mstep: Class 2 contains 89148 members 
Entering Unmasked Estep 
Score: -19968016.000000 Penalty: 5967.770996
	Iteration 14Q: 3 clusters Score -1.996802e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77037 members 
Mstep: Class 2 contains 90976 members 
Entering Unmasked Estep 
Score: -19969206.000000 Penalty: 5967.770996
	Iteration 15Q: 3 clusters Score -1.996921e+07 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74902 members 
Mstep: Class 2 contains 93111 members 
Entering Unmasked Estep 
Score: -19970402.000000 Penalty: 5967.770996
	Iteration 16Q: 3 clusters Score -1.99704e+07 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72621 members 
Mstep: Class 2 contains 95392 members 
Entering Unmasked Estep 
Score: -19971606.000000 Penalty: 5967.770996
	Iteration 17Q: 3 clusters Score -1.997161e+07 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70223 members 
Mstep: Class 2 contains 97790 members 
Entering Unmasked Estep 
Score: -19973098.000000 Penalty: 5967.770996
	Iteration 18Q: 3 clusters Score -1.99731e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67819 members 
Mstep: Class 2 contains 100194 members 
Entering Unmasked Estep 
Score: -19974736.000000 Penalty: 5967.770996
	Iteration 19Q: 3 clusters Score -1.997474e+07 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65516 members 
Mstep: Class 2 contains 102497 members 
Entering Unmasked Estep 
Score: -19976378.000000 Penalty: 5967.770996
	Iteration 20F: 3 clusters Score -1.997638e+07 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63363 members 
Mstep: Class 2 contains 104650 members 
Entering Unmasked Estep 
Score: -19978018.000000 Penalty: 5967.770996
	Iteration 21Q: 3 clusters Score -1.997802e+07 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61337 members 
Mstep: Class 2 contains 106676 members 
Entering Unmasked Estep 
Score: -19979216.000000 Penalty: 5967.770996
	Iteration 22Q: 3 clusters Score -1.997922e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59359 members 
Mstep: Class 2 contains 108654 members 
Entering Unmasked Estep 
Score: -19979958.000000 Penalty: 5967.770996
	Iteration 23Q: 3 clusters Score -1.997996e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57261 members 
Mstep: Class 2 contains 110752 members 
Entering Unmasked Estep 
Score: -19980744.000000 Penalty: 5967.770996
	Iteration 24Q: 3 clusters Score -1.998074e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55061 members 
Mstep: Class 2 contains 112952 members 
Entering Unmasked Estep 
Score: -19981196.000000 Penalty: 5967.770996
	Iteration 25Q: 3 clusters Score -1.99812e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52679 members 
Mstep: Class 2 contains 115334 members 
Entering Unmasked Estep 
Score: -19981810.000000 Penalty: 5967.770996
	Iteration 26Q: 3 clusters Score -1.998181e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50087 members 
Mstep: Class 2 contains 117926 members 
Entering Unmasked Estep 
Score: -19982460.000000 Penalty: 5967.770996
	Iteration 27Q: 3 clusters Score -1.998246e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47482 members 
Mstep: Class 2 contains 120531 members 
Entering Unmasked Estep 
Score: -19983196.000000 Penalty: 5967.770996
	Iteration 28Q: 3 clusters Score -1.99832e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44650 members 
Mstep: Class 2 contains 123363 members 
Entering Unmasked Estep 
Score: -19984106.000000 Penalty: 5967.770996
	Iteration 29Q: 3 clusters Score -1.998411e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 126331 members 
Entering Unmasked Estep 
Score: -19985186.000000 Penalty: 5967.770996
	Iteration 30Q: 3 clusters Score -1.998519e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38581 members 
Mstep: Class 2 contains 129432 members 
Entering Unmasked Estep 
Score: -19986220.000000 Penalty: 5967.770996
	Iteration 31Q: 3 clusters Score -1.998622e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 132744 members 
Entering Unmasked Estep 
Score: -19987474.000000 Penalty: 5967.770996
	Iteration 32Q: 3 clusters Score -1.998747e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 136202 members 
Entering Unmasked Estep 
Score: -19988858.000000 Penalty: 5967.770996
	Iteration 33Q: 3 clusters Score -1.998886e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 139719 members 
Entering Unmasked Estep 
Score: -19990400.000000 Penalty: 5967.770996
	Iteration 34Q: 3 clusters Score -1.99904e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 143315 members 
Entering Unmasked Estep 
Score: -19992166.000000 Penalty: 5967.770996
	Iteration 35Q: 3 clusters Score -1.999217e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 146907 members 
Entering Unmasked Estep 
Score: -19994140.000000 Penalty: 5967.770996
	Iteration 36Q: 3 clusters Score -1.999414e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 150436 members 
Entering Unmasked Estep 
Score: -19996174.000000 Penalty: 5967.770996
	Iteration 37Q: 3 clusters Score -1.999617e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 153811 members 
Entering Unmasked Estep 
Score: -19998174.000000 Penalty: 5967.770996
	Iteration 38Q: 3 clusters Score -1.999817e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 156903 members 
Entering Unmasked Estep 
Score: -20000276.000000 Penalty: 5967.770996
	Iteration 39Q: 3 clusters Score -2.000028e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 159701 members 
Entering Unmasked Estep 
Score: -20002252.000000 Penalty: 5967.770996
	Iteration 40F: 3 clusters Score -2.000225e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 162008 members 
Entering Unmasked Estep 
Score: -20003952.000000 Penalty: 5967.770996
	Iteration 41Q: 3 clusters Score -2.000395e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 163759 members 
Entering Unmasked Estep 
Score: -20005232.000000 Penalty: 5967.770996
	Iteration 42Q: 3 clusters Score -2.000523e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 165034 members 
Entering Unmasked Estep 
Score: -20006092.000000 Penalty: 5967.770996
	Iteration 43Q: 3 clusters Score -2.000609e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 165835 members 
Entering Unmasked Estep 
Score: -20006658.000000 Penalty: 5967.770996
	Iteration 44Q: 3 clusters Score -2.000666e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 166331 members 
Entering Unmasked Estep 
Score: -20006964.000000 Penalty: 5967.770996
	Iteration 45Q: 3 clusters Score -2.000696e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 166645 members 
Entering Unmasked Estep 
Score: -20007172.000000 Penalty: 5967.770996
	Iteration 46Q: 3 clusters Score -2.000717e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 166817 members 
Entering Unmasked Estep 
Score: -20007272.000000 Penalty: 5967.770996
	Iteration 47Q: 3 clusters Score -2.000727e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 166945 members 
Entering Unmasked Estep 
Score: -20007360.000000 Penalty: 5967.770996
	Iteration 48Q: 3 clusters Score -2.000736e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 167031 members 
Entering Unmasked Estep 
Score: -20007422.000000 Penalty: 5967.770996
	Iteration 49Q: 3 clusters Score -2.000742e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 167100 members 
Entering Unmasked Estep 
Score: -20007438.000000 Penalty: 5967.770996
	Iteration 50Q: 3 clusters Score -2.000744e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 167157 members 
Entering Unmasked Estep 
Score: -20007478.000000 Penalty: 5967.770996
	Iteration 51Q: 3 clusters Score -2.000748e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 167195 members 
Entering Unmasked Estep 
Score: -20007492.000000 Penalty: 5967.770996
	Iteration 52Q: 3 clusters Score -2.000749e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 167214 members 
Entering Unmasked Estep 
Score: -20007502.000000 Penalty: 5967.770996
	Iteration 53Q: 3 clusters Score -2.00075e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 167231 members 
Entering Unmasked Estep 
Score: -20007520.000000 Penalty: 5967.770996
	Iteration 54Q: 3 clusters Score -2.000752e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 167246 members 
Entering Unmasked Estep 
Score: -20007536.000000 Penalty: 5967.770996
	Iteration 55Q: 3 clusters Score -2.000754e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 167256 members 
Entering Unmasked Estep 
Score: -20007556.000000 Penalty: 5967.770996
	Iteration 56Q: 3 clusters Score -2.000756e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 167262 members 
Entering Unmasked Estep 
Score: -20007554.000000 Penalty: 5967.770996
	Iteration 57Q: 3 clusters Score -2.000755e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 167267 members 
Entering Unmasked Estep 
Score: -20007552.000000 Penalty: 5967.770996
	Iteration 58Q: 3 clusters Score -2.000755e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 167271 members 
Entering Unmasked Estep 
Score: -20007570.000000 Penalty: 5967.770996
	Iteration 59Q: 3 clusters Score -2.000757e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 167282 members 
Entering Unmasked Estep 
Score: -20007580.000000 Penalty: 5967.770996
	Iteration 60F: 3 clusters Score -2.000758e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 167290 members 
Entering Unmasked Estep 
Score: -20007578.000000 Penalty: 5967.770996
	Iteration 61Q: 3 clusters Score -2.000758e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 167298 members 
Entering Unmasked Estep 
Score: -20007572.000000 Penalty: 5967.770996
	Iteration 62Q: 3 clusters Score -2.000757e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 167302 members 
Entering Unmasked Estep 
Score: -20007584.000000 Penalty: 5967.770996
	Iteration 63Q: 3 clusters Score -2.000758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 167306 members 
Entering Unmasked Estep 
Score: -20007592.000000 Penalty: 5967.770996
	Iteration 64Q: 3 clusters Score -2.000759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 167308 members 
Entering Unmasked Estep 
Score: -20007596.000000 Penalty: 5967.770996
	Iteration 65Q: 3 clusters Score -2.00076e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 167308 members 
Entering Unmasked Estep 
Score: -20007596.000000 Penalty: 5967.770996
	Iteration 66F: 3 clusters Score -2.00076e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (190839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190839 members 
Entering Unmasked Estep 
Score: -23043988.000000 Penalty: 3015.478027
	Iteration 0F: 2 clusters Score -2.304399e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95113 members 
Mstep: Class 2 contains 95726 members 
Entering Unmasked Estep 
Score: -22916364.000000 Penalty: 6030.956055
	Iteration 0F: 3 clusters Score -2.291636e+07 nChanged 91907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89036 members 
Mstep: Class 2 contains 101803 members 
Entering Unmasked Estep 
Score: -22970472.000000 Penalty: 6030.956055
	Iteration 1F: 3 clusters Score -2.297047e+07 nChanged 7654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84686 members 
Mstep: Class 2 contains 106153 members 
Entering Unmasked Estep 
Score: -22973138.000000 Penalty: 6030.956055
	Iteration 2Q: 3 clusters Score -2.297314e+07 nChanged 9791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77883 members 
Mstep: Class 2 contains 112956 members 
Entering Unmasked Estep 
Score: -22977810.000000 Penalty: 6030.956055
	Iteration 3F: 3 clusters Score -2.297781e+07 nChanged 12657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68182 members 
Mstep: Class 2 contains 122657 members 
Entering Unmasked Estep 
Score: -22985712.000000 Penalty: 6030.956055
	Iteration 4F: 3 clusters Score -2.298571e+07 nChanged 14992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55886 members 
Mstep: Class 2 contains 134953 members 
Entering Unmasked Estep 
Score: -22996916.000000 Penalty: 6030.956055
	Iteration 5F: 3 clusters Score -2.299692e+07 nChanged 15437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42347 members 
Mstep: Class 2 contains 148492 members 
Entering Unmasked Estep 
Score: -23009354.000000 Penalty: 6030.956055
	Iteration 6F: 3 clusters Score -2.300935e+07 nChanged 13773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29366 members 
Mstep: Class 2 contains 161473 members 
Entering Unmasked Estep 
Score: -23021418.000000 Penalty: 6030.956055
	Iteration 7F: 3 clusters Score -2.302142e+07 nChanged 10906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 172197 members 
Entering Unmasked Estep 
Score: -23031362.000000 Penalty: 6030.956055
	Iteration 8F: 3 clusters Score -2.303136e+07 nChanged 7365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 179526 members 
Entering Unmasked Estep 
Score: -23038010.000000 Penalty: 6030.956055
	Iteration 9Q: 3 clusters Score -2.303801e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 183659 members 
Entering Unmasked Estep 
Score: -23041928.000000 Penalty: 6030.956055
	Iteration 10Q: 3 clusters Score -2.304193e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 185600 members 
Entering Unmasked Estep 
Score: -23043996.000000 Penalty: 6030.956055
	Iteration 11Q: 3 clusters Score -2.3044e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 186353 members 
Entering Unmasked Estep 
Score: -23044946.000000 Penalty: 6030.956055
	Iteration 12Q: 3 clusters Score -2.304495e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 186655 members 
Entering Unmasked Estep 
Score: -23045372.000000 Penalty: 6030.956055
	Iteration 13Q: 3 clusters Score -2.304537e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 186804 members 
Entering Unmasked Estep 
Score: -23045678.000000 Penalty: 6030.956055
	Iteration 14Q: 3 clusters Score -2.304568e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 186879 members 
Entering Unmasked Estep 
Score: -23045768.000000 Penalty: 6030.956055
	Iteration 15Q: 3 clusters Score -2.304577e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 186930 members 
Entering Unmasked Estep 
Score: -23045848.000000 Penalty: 6030.956055
	Iteration 16Q: 3 clusters Score -2.304585e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 186991 members 
Entering Unmasked Estep 
Score: -23045890.000000 Penalty: 6030.956055
	Iteration 17Q: 3 clusters Score -2.304589e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 187027 members 
Entering Unmasked Estep 
Score: -23045958.000000 Penalty: 6030.956055
	Iteration 18Q: 3 clusters Score -2.304596e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 187055 members 
Entering Unmasked Estep 
Score: -23046002.000000 Penalty: 6030.956055
	Iteration 19Q: 3 clusters Score -2.3046e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 187085 members 
Entering Unmasked Estep 
Score: -23046006.000000 Penalty: 6030.956055
	Iteration 20F: 3 clusters Score -2.304601e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 187104 members 
Entering Unmasked Estep 
Score: -23046030.000000 Penalty: 6030.956055
	Iteration 21Q: 3 clusters Score -2.304603e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 187102 members 
Entering Unmasked Estep 
Score: -23046108.000000 Penalty: 6030.956055
	Iteration 22Q: 3 clusters Score -2.304611e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 187104 members 
Entering Unmasked Estep 
Score: -23046176.000000 Penalty: 6030.956055
	Iteration 23Q: 3 clusters Score -2.304618e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 187093 members 
Entering Unmasked Estep 
Score: -23046246.000000 Penalty: 6030.956055
	Iteration 24Q: 3 clusters Score -2.304625e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 187069 members 
Entering Unmasked Estep 
Score: -23046230.000000 Penalty: 6030.956055
	Iteration 25Q: 3 clusters Score -2.304623e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 187048 members 
Entering Unmasked Estep 
Score: -23046270.000000 Penalty: 6030.956055
	Iteration 26Q: 3 clusters Score -2.304627e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 187023 members 
Entering Unmasked Estep 
Score: -23046294.000000 Penalty: 6030.956055
	Iteration 27Q: 3 clusters Score -2.304629e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 187003 members 
Entering Unmasked Estep 
Score: -23046330.000000 Penalty: 6030.956055
	Iteration 28Q: 3 clusters Score -2.304633e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 186990 members 
Entering Unmasked Estep 
Score: -23046338.000000 Penalty: 6030.956055
	Iteration 29Q: 3 clusters Score -2.304634e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 186974 members 
Entering Unmasked Estep 
Score: -23046344.000000 Penalty: 6030.956055
	Iteration 30Q: 3 clusters Score -2.304634e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 186945 members 
Entering Unmasked Estep 
Score: -23046332.000000 Penalty: 6030.956055
	Iteration 31Q: 3 clusters Score -2.304633e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 186914 members 
Entering Unmasked Estep 
Score: -23046310.000000 Penalty: 6030.956055
	Iteration 32Q: 3 clusters Score -2.304631e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 186878 members 
Entering Unmasked Estep 
Score: -23046316.000000 Penalty: 6030.956055
	Iteration 33Q: 3 clusters Score -2.304632e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 186854 members 
Entering Unmasked Estep 
Score: -23046322.000000 Penalty: 6030.956055
	Iteration 34Q: 3 clusters Score -2.304632e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 186836 members 
Entering Unmasked Estep 
Score: -23046314.000000 Penalty: 6030.956055
	Iteration 35Q: 3 clusters Score -2.304631e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 186822 members 
Entering Unmasked Estep 
Score: -23046306.000000 Penalty: 6030.956055
	Iteration 36Q: 3 clusters Score -2.304631e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 186814 members 
Entering Unmasked Estep 
Score: -23046298.000000 Penalty: 6030.956055
	Iteration 37Q: 3 clusters Score -2.30463e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 186806 members 
Entering Unmasked Estep 
Score: -23046284.000000 Penalty: 6030.956055
	Iteration 38Q: 3 clusters Score -2.304628e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 186799 members 
Entering Unmasked Estep 
Score: -23046292.000000 Penalty: 6030.956055
	Iteration 39Q: 3 clusters Score -2.304629e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 186797 members 
Entering Unmasked Estep 
Score: -23046302.000000 Penalty: 6030.956055
	Iteration 40F: 3 clusters Score -2.30463e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 186793 members 
Entering Unmasked Estep 
Score: -23046296.000000 Penalty: 6030.956055
	Iteration 41Q: 3 clusters Score -2.30463e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 186791 members 
Entering Unmasked Estep 
Score: -23046286.000000 Penalty: 6030.956055
	Iteration 42Q: 3 clusters Score -2.304629e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 186788 members 
Entering Unmasked Estep 
Score: -23046296.000000 Penalty: 6030.956055
	Iteration 43Q: 3 clusters Score -2.30463e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 186786 members 
Entering Unmasked Estep 
Score: -23046310.000000 Penalty: 6030.956055
	Iteration 44Q: 3 clusters Score -2.304631e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 186784 members 
Entering Unmasked Estep 
Score: -23046306.000000 Penalty: 6030.956055
	Iteration 45Q: 3 clusters Score -2.304631e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 186777 members 
Entering Unmasked Estep 
Score: -23046306.000000 Penalty: 6030.956055
	Iteration 46Q: 3 clusters Score -2.304631e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 186776 members 
Entering Unmasked Estep 
Score: -23046278.000000 Penalty: 6030.956055
	Iteration 47Q: 3 clusters Score -2.304628e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 186774 members 
Entering Unmasked Estep 
Score: -23046276.000000 Penalty: 6030.956055
	Iteration 48Q: 3 clusters Score -2.304628e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 186773 members 
Entering Unmasked Estep 
Score: -23046284.000000 Penalty: 6030.956055
	Iteration 49Q: 3 clusters Score -2.304628e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 186767 members 
Entering Unmasked Estep 
Score: -23046298.000000 Penalty: 6030.956055
	Iteration 50Q: 3 clusters Score -2.30463e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 186764 members 
Entering Unmasked Estep 
Score: -23046296.000000 Penalty: 6030.956055
	Iteration 51Q: 3 clusters Score -2.30463e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 186760 members 
Entering Unmasked Estep 
Score: -23046294.000000 Penalty: 6030.956055
	Iteration 52Q: 3 clusters Score -2.304629e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 186756 members 
Entering Unmasked Estep 
Score: -23046306.000000 Penalty: 6030.956055
	Iteration 53Q: 3 clusters Score -2.304631e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 186752 members 
Entering Unmasked Estep 
Score: -23046310.000000 Penalty: 6030.956055
	Iteration 54Q: 3 clusters Score -2.304631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 186750 members 
Entering Unmasked Estep 
Score: -23046298.000000 Penalty: 6030.956055
	Iteration 55Q: 3 clusters Score -2.30463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 186747 members 
Entering Unmasked Estep 
Score: -23046280.000000 Penalty: 6030.956055
	Iteration 56Q: 3 clusters Score -2.304628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 186746 members 
Entering Unmasked Estep 
Score: -23046300.000000 Penalty: 6030.956055
	Iteration 57Q: 3 clusters Score -2.30463e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 186745 members 
Entering Unmasked Estep 
Score: -23046306.000000 Penalty: 6030.956055
	Iteration 58Q: 3 clusters Score -2.304631e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 186744 members 
Entering Unmasked Estep 
Score: -23046296.000000 Penalty: 6030.956055
	Iteration 59Q: 3 clusters Score -2.30463e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 186744 members 
Entering Unmasked Estep 
Score: -23046296.000000 Penalty: 6030.956055
	Iteration 60F: 3 clusters Score -2.30463e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 58258 members 
Mstep: Class 2 contains 159018 members 
Mstep: Class 3 contains 6937 members 
Mstep: Class 4 contains 186647 members 
Mstep: Class 5 contains 4793 members 
Mstep: Class 6 contains 757 members 
Mstep: Class 7 contains 25691 members 
Mstep: Class 8 contains 17092 members 
Mstep: Class 9 contains 168013 members 
Mstep: Class 10 contains 4095 members 
Mstep: Class 11 contains 32584 members 
Mstep: Class 12 contains 13925 members 
Mstep: Class 13 contains 16957 members 
Mstep: Class 14 contains 7889 members 
Mstep: Class 15 contains 8252 members 
Mstep: Class 16 contains 7315 members 
Mstep: Class 17 contains 87693 members 
Mstep: Class 18 contains 5508 members 
Mstep: Class 19 contains 13444 members 
Mstep: Class 20 contains 3076 members 
Mstep: Class 21 contains 290062 members 
Mstep: Class 22 contains 46533 members 
Mstep: Class 23 contains 2076 members 
Mstep: Class 24 contains 280545 members 
Mstep: Class 25 contains 15852 members 
Mstep: Class 26 contains 19502 members 
Mstep: Class 27 contains 22073 members 
Mstep: Class 28 contains 11520 members 
Mstep: Class 29 contains 7852 members 
Mstep: Class 30 contains 43918 members 
Mstep: Class 31 contains 1966 members 
Mstep: Class 32 contains 10412 members 
Mstep: Class 33 contains 9505 members 
Mstep: Class 34 contains 213613 members 
Mstep: Class 35 contains 186744 members 
Entering Unmasked Estep 
Score: -235383792.000000 Penalty: 125892.359375
Splitting cluster 10 changes total score from -235381888.000000 to -235383792.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 11 (32584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32584 members 
Entering Unmasked Estep 
Score: -3812455.750000 Penalty: 2577.111084
	Iteration 0F: 2 clusters Score -3812456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -3790379.250000 Penalty: 5154.222168
	Iteration 0F: 3 clusters Score -3790379 nChanged 14637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -3798486.750000 Penalty: 5154.222168
	Iteration 1F: 3 clusters Score -3798487 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -3799188.250000 Penalty: 5154.222168
	Iteration 2F: 3 clusters Score -3799188 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -3799890.500000 Penalty: 5154.222168
	Iteration 3F: 3 clusters Score -3799890 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -3800587.500000 Penalty: 5154.222168
	Iteration 4F: 3 clusters Score -3800588 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -3801201.250000 Penalty: 5154.222168
	Iteration 5Q: 3 clusters Score -3801201 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -3801753.500000 Penalty: 5154.222168
	Iteration 6Q: 3 clusters Score -3801754 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -3802225.500000 Penalty: 5154.222168
	Iteration 7Q: 3 clusters Score -3802226 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -3802732.000000 Penalty: 5154.222168
	Iteration 8Q: 3 clusters Score -3802732 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -3803373.000000 Penalty: 5154.222168
	Iteration 9Q: 3 clusters Score -3803373 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -3804196.000000 Penalty: 5154.222168
	Iteration 10Q: 3 clusters Score -3804196 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -3805150.000000 Penalty: 5154.222168
	Iteration 11Q: 3 clusters Score -3805150 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -3805999.500000 Penalty: 5154.222168
	Iteration 12Q: 3 clusters Score -3806000 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -3806645.750000 Penalty: 5154.222168
	Iteration 13Q: 3 clusters Score -3806646 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -3807110.750000 Penalty: 5154.222168
	Iteration 14Q: 3 clusters Score -3807111 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -3807474.500000 Penalty: 5154.222168
	Iteration 15Q: 3 clusters Score -3807474 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -3807783.250000 Penalty: 5154.222168
	Iteration 16Q: 3 clusters Score -3807783 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -3808020.500000 Penalty: 5154.222168
	Iteration 17Q: 3 clusters Score -3808020 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -3808252.250000 Penalty: 5154.222168
	Iteration 18Q: 3 clusters Score -3808252 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -3808453.750000 Penalty: 5154.222168
	Iteration 19Q: 3 clusters Score -3808454 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -3808635.750000 Penalty: 5154.222168
	Iteration 20F: 3 clusters Score -3808636 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -3808769.250000 Penalty: 5154.222168
	Iteration 21Q: 3 clusters Score -3808769 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -3808906.250000 Penalty: 5154.222168
	Iteration 22Q: 3 clusters Score -3808906 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -3809054.500000 Penalty: 5154.222168
	Iteration 23Q: 3 clusters Score -3809054 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -3809183.000000 Penalty: 5154.222168
	Iteration 24Q: 3 clusters Score -3809183 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -3809275.500000 Penalty: 5154.222168
	Iteration 25Q: 3 clusters Score -3809276 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -3809365.000000 Penalty: 5154.222168
	Iteration 26Q: 3 clusters Score -3809365 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -3809446.000000 Penalty: 5154.222168
	Iteration 27Q: 3 clusters Score -3809446 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -3809528.750000 Penalty: 5154.222168
	Iteration 28Q: 3 clusters Score -3809529 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 28506 members 
Entering Unmasked Estep 
Score: -3809605.750000 Penalty: 5154.222168
	Iteration 29Q: 3 clusters Score -3809606 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 28693 members 
Entering Unmasked Estep 
Score: -3809674.000000 Penalty: 5154.222168
	Iteration 30Q: 3 clusters Score -3809674 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -3809739.750000 Penalty: 5154.222168
	Iteration 31Q: 3 clusters Score -3809740 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -3809776.000000 Penalty: 5154.222168
	Iteration 32Q: 3 clusters Score -3809776 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -3809832.250000 Penalty: 5154.222168
	Iteration 33Q: 3 clusters Score -3809832 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 29298 members 
Entering Unmasked Estep 
Score: -3809871.750000 Penalty: 5154.222168
	Iteration 34Q: 3 clusters Score -3809872 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
Score: -3809916.000000 Penalty: 5154.222168
	Iteration 35Q: 3 clusters Score -3809916 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 29564 members 
Entering Unmasked Estep 
Score: -3809967.500000 Penalty: 5154.222168
	Iteration 36Q: 3 clusters Score -3809968 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -3809992.000000 Penalty: 5154.222168
	Iteration 37Q: 3 clusters Score -3809992 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 29814 members 
Entering Unmasked Estep 
Score: -3810055.000000 Penalty: 5154.222168
	Iteration 38Q: 3 clusters Score -3810055 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -3810101.000000 Penalty: 5154.222168
	Iteration 39Q: 3 clusters Score -3810101 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -3810155.500000 Penalty: 5154.222168
	Iteration 40F: 3 clusters Score -3810156 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -3810184.750000 Penalty: 5154.222168
	Iteration 41Q: 3 clusters Score -3810185 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 30254 members 
Entering Unmasked Estep 
Score: -3810213.750000 Penalty: 5154.222168
	Iteration 42Q: 3 clusters Score -3810214 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -3810237.250000 Penalty: 5154.222168
	Iteration 43Q: 3 clusters Score -3810237 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 30411 members 
Entering Unmasked Estep 
Score: -3810276.250000 Penalty: 5154.222168
	Iteration 44Q: 3 clusters Score -3810276 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -3810308.750000 Penalty: 5154.222168
	Iteration 45Q: 3 clusters Score -3810309 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 30579 members 
Entering Unmasked Estep 
Score: -3810344.250000 Penalty: 5154.222168
	Iteration 46Q: 3 clusters Score -3810344 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 30649 members 
Entering Unmasked Estep 
Score: -3810372.500000 Penalty: 5154.222168
	Iteration 47Q: 3 clusters Score -3810372 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 30716 members 
Entering Unmasked Estep 
Score: -3810405.750000 Penalty: 5154.222168
	Iteration 48Q: 3 clusters Score -3810406 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -3810432.000000 Penalty: 5154.222168
	Iteration 49Q: 3 clusters Score -3810432 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 30820 members 
Entering Unmasked Estep 
Score: -3810454.500000 Penalty: 5154.222168
	Iteration 50Q: 3 clusters Score -3810454 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 30867 members 
Entering Unmasked Estep 
Score: -3810473.000000 Penalty: 5154.222168
	Iteration 51Q: 3 clusters Score -3810473 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -3810500.000000 Penalty: 5154.222168
	Iteration 52Q: 3 clusters Score -3810500 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -3810518.250000 Penalty: 5154.222168
	Iteration 53Q: 3 clusters Score -3810518 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 31002 members 
Entering Unmasked Estep 
Score: -3810527.000000 Penalty: 5154.222168
	Iteration 54Q: 3 clusters Score -3810527 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 31024 members 
Entering Unmasked Estep 
Score: -3810529.250000 Penalty: 5154.222168
	Iteration 55Q: 3 clusters Score -3810529 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 31043 members 
Entering Unmasked Estep 
Score: -3810535.250000 Penalty: 5154.222168
	Iteration 56Q: 3 clusters Score -3810535 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 31069 members 
Entering Unmasked Estep 
Score: -3810540.750000 Penalty: 5154.222168
	Iteration 57Q: 3 clusters Score -3810541 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -3810540.000000 Penalty: 5154.222168
	Iteration 58Q: 3 clusters Score -3810540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 31097 members 
Entering Unmasked Estep 
Score: -3810543.000000 Penalty: 5154.222168
	Iteration 59Q: 3 clusters Score -3810543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 31108 members 
Entering Unmasked Estep 
Score: -3810552.000000 Penalty: 5154.222168
	Iteration 60F: 3 clusters Score -3810552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -3810556.500000 Penalty: 5154.222168
	Iteration 61Q: 3 clusters Score -3810556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 31118 members 
Entering Unmasked Estep 
Score: -3810556.750000 Penalty: 5154.222168
	Iteration 62Q: 3 clusters Score -3810557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 31125 members 
Entering Unmasked Estep 
Score: -3810560.250000 Penalty: 5154.222168
	Iteration 63Q: 3 clusters Score -3810560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 31129 members 
Entering Unmasked Estep 
Score: -3810564.500000 Penalty: 5154.222168
	Iteration 64Q: 3 clusters Score -3810564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 31134 members 
Entering Unmasked Estep 
Score: -3810561.750000 Penalty: 5154.222168
	Iteration 65Q: 3 clusters Score -3810562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 31141 members 
Entering Unmasked Estep 
Score: -3810568.250000 Penalty: 5154.222168
	Iteration 66Q: 3 clusters Score -3810568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -3810568.750000 Penalty: 5154.222168
	Iteration 67Q: 3 clusters Score -3810569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 31150 members 
Entering Unmasked Estep 
Score: -3810569.250000 Penalty: 5154.222168
	Iteration 68Q: 3 clusters Score -3810569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 31152 members 
Entering Unmasked Estep 
Score: -3810567.500000 Penalty: 5154.222168
	Iteration 69Q: 3 clusters Score -3810568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -3810572.250000 Penalty: 5154.222168
	Iteration 70Q: 3 clusters Score -3810572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 31157 members 
Entering Unmasked Estep 
Score: -3810574.000000 Penalty: 5154.222168
	Iteration 71Q: 3 clusters Score -3810574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 31160 members 
Entering Unmasked Estep 
Score: -3810574.500000 Penalty: 5154.222168
	Iteration 72Q: 3 clusters Score -3810574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 31163 members 
Entering Unmasked Estep 
Score: -3810570.250000 Penalty: 5154.222168
	Iteration 73Q: 3 clusters Score -3810570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 31164 members 
Entering Unmasked Estep 
Score: -3810572.250000 Penalty: 5154.222168
	Iteration 74Q: 3 clusters Score -3810572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 31164 members 
Entering Unmasked Estep 
Score: -3810572.250000 Penalty: 5154.222168
	Iteration 75F: 3 clusters Score -3810572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Entering Unmasked Estep 
Score: -1585484.500000 Penalty: 2366.277344
	Iteration 0F: 2 clusters Score -1585484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1575253.250000 Penalty: 4732.554688
	Iteration 0F: 3 clusters Score -1575253 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1578608.125000 Penalty: 4732.554688
	Iteration 1F: 3 clusters Score -1578608 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1579309.875000 Penalty: 4732.554688
	Iteration 2F: 3 clusters Score -1579310 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1580226.000000 Penalty: 4732.554688
	Iteration 3F: 3 clusters Score -1580226 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1581272.250000 Penalty: 4732.554688
	Iteration 4F: 3 clusters Score -1581272 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1582504.375000 Penalty: 4732.554688
	Iteration 5F: 3 clusters Score -1582504 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1583774.750000 Penalty: 4732.554688
	Iteration 6F: 3 clusters Score -1583775 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1584804.750000 Penalty: 4732.554688
	Iteration 7F: 3 clusters Score -1584805 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1585531.750000 Penalty: 4732.554688
	Iteration 8F: 3 clusters Score -1585532 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1585927.250000 Penalty: 4732.554688
	Iteration 9Q: 3 clusters Score -1585927 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1586088.625000 Penalty: 4732.554688
	Iteration 10Q: 3 clusters Score -1586089 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1586179.125000 Penalty: 4732.554688
	Iteration 11Q: 3 clusters Score -1586179 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1586222.000000 Penalty: 4732.554688
	Iteration 12Q: 3 clusters Score -1586222 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1586255.125000 Penalty: 4732.554688
	Iteration 13Q: 3 clusters Score -1586255 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1586269.875000 Penalty: 4732.554688
	Iteration 14Q: 3 clusters Score -1586270 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1586285.625000 Penalty: 4732.554688
	Iteration 15Q: 3 clusters Score -1586286 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1586302.375000 Penalty: 4732.554688
	Iteration 16Q: 3 clusters Score -1586302 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1586323.125000 Penalty: 4732.554688
	Iteration 17Q: 3 clusters Score -1586323 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1586337.750000 Penalty: 4732.554688
	Iteration 18Q: 3 clusters Score -1586338 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1586354.750000 Penalty: 4732.554688
	Iteration 19Q: 3 clusters Score -1586355 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1586368.250000 Penalty: 4732.554688
	Iteration 20F: 3 clusters Score -1586368 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1586373.125000 Penalty: 4732.554688
	Iteration 21Q: 3 clusters Score -1586373 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1586374.625000 Penalty: 4732.554688
	Iteration 22Q: 3 clusters Score -1586375 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1586377.500000 Penalty: 4732.554688
	Iteration 23Q: 3 clusters Score -1586378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1586384.500000 Penalty: 4732.554688
	Iteration 24Q: 3 clusters Score -1586384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1586382.250000 Penalty: 4732.554688
	Iteration 25Q: 3 clusters Score -1586382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1586381.250000 Penalty: 4732.554688
	Iteration 26Q: 3 clusters Score -1586381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1586384.375000 Penalty: 4732.554688
	Iteration 27Q: 3 clusters Score -1586384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1586383.500000 Penalty: 4732.554688
	Iteration 28Q: 3 clusters Score -1586384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1586381.750000 Penalty: 4732.554688
	Iteration 29Q: 3 clusters Score -1586382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1586381.375000 Penalty: 4732.554688
	Iteration 30Q: 3 clusters Score -1586381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1586379.750000 Penalty: 4732.554688
	Iteration 31Q: 3 clusters Score -1586380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1586381.875000 Penalty: 4732.554688
	Iteration 32Q: 3 clusters Score -1586382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1586381.125000 Penalty: 4732.554688
	Iteration 33Q: 3 clusters Score -1586381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1586381.125000 Penalty: 4732.554688
	Iteration 34F: 3 clusters Score -1586381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 58258 members 
Mstep: Class 2 contains 159018 members 
Mstep: Class 3 contains 6937 members 
Mstep: Class 4 contains 186647 members 
Mstep: Class 5 contains 4793 members 
Mstep: Class 6 contains 757 members 
Mstep: Class 7 contains 25691 members 
Mstep: Class 8 contains 17092 members 
Mstep: Class 9 contains 168013 members 
Mstep: Class 10 contains 4095 members 
Mstep: Class 11 contains 32584 members 
Mstep: Class 12 contains 6147 members 
Mstep: Class 13 contains 16957 members 
Mstep: Class 14 contains 7889 members 
Mstep: Class 15 contains 8252 members 
Mstep: Class 16 contains 7315 members 
Mstep: Class 17 contains 87693 members 
Mstep: Class 18 contains 5508 members 
Mstep: Class 19 contains 13444 members 
Mstep: Class 20 contains 3076 members 
Mstep: Class 21 contains 290062 members 
Mstep: Class 22 contains 46533 members 
Mstep: Class 23 contains 2076 members 
Mstep: Class 24 contains 280545 members 
Mstep: Class 25 contains 15852 members 
Mstep: Class 26 contains 19502 members 
Mstep: Class 27 contains 22073 members 
Mstep: Class 28 contains 11520 members 
Mstep: Class 29 contains 7852 members 
Mstep: Class 30 contains 43918 members 
Mstep: Class 31 contains 1966 members 
Mstep: Class 32 contains 10412 members 
Mstep: Class 33 contains 9505 members 
Mstep: Class 34 contains 213613 members 
Mstep: Class 35 contains 186744 members 
Mstep: Class 36 contains 7778 members 
Entering Unmasked Estep 
Score: -235382736.000000 Penalty: 129489.281250
Splitting cluster 12 changes total score from -235381888.000000 to -235382736.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 13 (16957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Entering Unmasked Estep 
Score: -1933475.250000 Penalty: 2415.132080
	Iteration 0F: 2 clusters Score -1933475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1921403.875000 Penalty: 4830.264160
	Iteration 0F: 3 clusters Score -1921404 nChanged 7276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1925383.000000 Penalty: 4830.264160
	Iteration 1F: 3 clusters Score -1925383 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1925859.000000 Penalty: 4830.264160
	Iteration 2F: 3 clusters Score -1925859 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1926261.875000 Penalty: 4830.264160
	Iteration 3F: 3 clusters Score -1926262 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1926655.000000 Penalty: 4830.264160
	Iteration 4Q: 3 clusters Score -1926655 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1927118.500000 Penalty: 4830.264160
	Iteration 5Q: 3 clusters Score -1927118 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1927757.875000 Penalty: 4830.264160
	Iteration 6F: 3 clusters Score -1927758 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1928422.750000 Penalty: 4830.264160
	Iteration 7F: 3 clusters Score -1928423 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1929184.250000 Penalty: 4830.264160
	Iteration 8F: 3 clusters Score -1929184 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1930111.250000 Penalty: 4830.264160
	Iteration 9F: 3 clusters Score -1930111 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1931178.625000 Penalty: 4830.264160
	Iteration 10F: 3 clusters Score -1931179 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1932130.375000 Penalty: 4830.264160
	Iteration 11F: 3 clusters Score -1932130 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1932686.625000 Penalty: 4830.264160
	Iteration 12Q: 3 clusters Score -1932687 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1933005.750000 Penalty: 4830.264160
	Iteration 13Q: 3 clusters Score -1933006 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1933230.000000 Penalty: 4830.264160
	Iteration 14Q: 3 clusters Score -1933230 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1933369.125000 Penalty: 4830.264160
	Iteration 15Q: 3 clusters Score -1933369 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1933440.000000 Penalty: 4830.264160
	Iteration 16Q: 3 clusters Score -1933440 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1933488.250000 Penalty: 4830.264160
	Iteration 17Q: 3 clusters Score -1933488 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1933516.625000 Penalty: 4830.264160
	Iteration 18Q: 3 clusters Score -1933517 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1933528.750000 Penalty: 4830.264160
	Iteration 19Q: 3 clusters Score -1933529 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1933534.875000 Penalty: 4830.264160
	Iteration 20F: 3 clusters Score -1933535 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1933550.750000 Penalty: 4830.264160
	Iteration 21Q: 3 clusters Score -1933551 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1933551.000000 Penalty: 4830.264160
	Iteration 22Q: 3 clusters Score -1933551 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1933554.500000 Penalty: 4830.264160
	Iteration 23Q: 3 clusters Score -1933554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1933551.625000 Penalty: 4830.264160
	Iteration 24Q: 3 clusters Score -1933552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1933552.750000 Penalty: 4830.264160
	Iteration 25Q: 3 clusters Score -1933553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1933552.625000 Penalty: 4830.264160
	Iteration 26Q: 3 clusters Score -1933553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1933555.625000 Penalty: 4830.264160
	Iteration 27Q: 3 clusters Score -1933556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1933557.125000 Penalty: 4830.264160
	Iteration 28Q: 3 clusters Score -1933557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1933559.500000 Penalty: 4830.264160
	Iteration 29Q: 3 clusters Score -1933560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1933557.375000 Penalty: 4830.264160
	Iteration 30Q: 3 clusters Score -1933557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1933557.875000 Penalty: 4830.264160
	Iteration 31Q: 3 clusters Score -1933558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1933559.000000 Penalty: 4830.264160
	Iteration 32Q: 3 clusters Score -1933559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1933557.000000 Penalty: 4830.264160
	Iteration 33Q: 3 clusters Score -1933557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1933556.625000 Penalty: 4830.264160
	Iteration 34Q: 3 clusters Score -1933557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1933560.500000 Penalty: 4830.264160
	Iteration 35Q: 3 clusters Score -1933560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1933561.000000 Penalty: 4830.264160
	Iteration 36Q: 3 clusters Score -1933561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1933559.375000 Penalty: 4830.264160
	Iteration 37Q: 3 clusters Score -1933559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1933558.250000 Penalty: 4830.264160
	Iteration 38Q: 3 clusters Score -1933558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1933556.875000 Penalty: 4830.264160
	Iteration 39Q: 3 clusters Score -1933557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1933558.625000 Penalty: 4830.264160
	Iteration 40F: 3 clusters Score -1933559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1933561.250000 Penalty: 4830.264160
	Iteration 41Q: 3 clusters Score -1933561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1933561.250000 Penalty: 4830.264160
	Iteration 42Q: 3 clusters Score -1933561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1933561.250000 Penalty: 4830.264160
	Iteration 43F: 3 clusters Score -1933561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 58258 members 
Mstep: Class 2 contains 159018 members 
Mstep: Class 3 contains 6937 members 
Mstep: Class 4 contains 186647 members 
Mstep: Class 5 contains 4793 members 
Mstep: Class 6 contains 757 members 
Mstep: Class 7 contains 25691 members 
Mstep: Class 8 contains 17092 members 
Mstep: Class 9 contains 168013 members 
Mstep: Class 10 contains 4095 members 
Mstep: Class 11 contains 32584 members 
Mstep: Class 12 contains 6147 members 
Mstep: Class 13 contains 10975 members 
Mstep: Class 14 contains 7889 members 
Mstep: Class 15 contains 8252 members 
Mstep: Class 16 contains 7315 members 
Mstep: Class 17 contains 87693 members 
Mstep: Class 18 contains 5508 members 
Mstep: Class 19 contains 13444 members 
Mstep: Class 20 contains 3076 members 
Mstep: Class 21 contains 290062 members 
Mstep: Class 22 contains 46533 members 
Mstep: Class 23 contains 2076 members 
Mstep: Class 24 contains 280545 members 
Mstep: Class 25 contains 15852 members 
Mstep: Class 26 contains 19502 members 
Mstep: Class 27 contains 22073 members 
Mstep: Class 28 contains 11520 members 
Mstep: Class 29 contains 7852 members 
Mstep: Class 30 contains 43918 members 
Mstep: Class 31 contains 1966 members 
Mstep: Class 32 contains 10412 members 
Mstep: Class 33 contains 9505 members 
Mstep: Class 34 contains 213613 members 
Mstep: Class 35 contains 186744 members 
Mstep: Class 36 contains 7778 members 
Mstep: Class 37 contains 5982 members 
Entering Unmasked Estep 
Score: -235380704.000000 Penalty: 133086.203125
Splitting cluster 13 changes total score from -235381888.000000 to -235380704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (7889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Entering Unmasked Estep 
Score: -888362.937500 Penalty: 2225.359619
	Iteration 0F: 2 clusters Score -888362.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -882127.687500 Penalty: 4450.719238
	Iteration 0F: 3 clusters Score -882127.7 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -884273.250000 Penalty: 4450.719238
	Iteration 1F: 3 clusters Score -884273.2 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -884874.750000 Penalty: 4450.719238
	Iteration 2F: 3 clusters Score -884874.8 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -885346.687500 Penalty: 4450.719238
	Iteration 3F: 3 clusters Score -885346.7 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -885709.687500 Penalty: 4450.719238
	Iteration 4F: 3 clusters Score -885709.7 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -885941.375000 Penalty: 4450.719238
	Iteration 5Q: 3 clusters Score -885941.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -886090.500000 Penalty: 4450.719238
	Iteration 6Q: 3 clusters Score -886090.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -886170.500000 Penalty: 4450.719238
	Iteration 7Q: 3 clusters Score -886170.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -886221.000000 Penalty: 4450.719238
	Iteration 8Q: 3 clusters Score -886221 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -886263.875000 Penalty: 4450.719238
	Iteration 9Q: 3 clusters Score -886263.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -886294.750000 Penalty: 4450.719238
	Iteration 10Q: 3 clusters Score -886294.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -886315.062500 Penalty: 4450.719238
	Iteration 11Q: 3 clusters Score -886315.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -886337.125000 Penalty: 4450.719238
	Iteration 12Q: 3 clusters Score -886337.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -886359.125000 Penalty: 4450.719238
	Iteration 13Q: 3 clusters Score -886359.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -886376.875000 Penalty: 4450.719238
	Iteration 14Q: 3 clusters Score -886376.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -886392.000000 Penalty: 4450.719238
	Iteration 15Q: 3 clusters Score -886392 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -886412.937500 Penalty: 4450.719238
	Iteration 16Q: 3 clusters Score -886412.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -886434.562500 Penalty: 4450.719238
	Iteration 17Q: 3 clusters Score -886434.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -886453.875000 Penalty: 4450.719238
	Iteration 18Q: 3 clusters Score -886453.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -886474.375000 Penalty: 4450.719238
	Iteration 19Q: 3 clusters Score -886474.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -886500.437500 Penalty: 4450.719238
	Iteration 20F: 3 clusters Score -886500.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -886525.312500 Penalty: 4450.719238
	Iteration 21Q: 3 clusters Score -886525.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -886547.875000 Penalty: 4450.719238
	Iteration 22Q: 3 clusters Score -886547.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -886566.062500 Penalty: 4450.719238
	Iteration 23Q: 3 clusters Score -886566.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -886590.562500 Penalty: 4450.719238
	Iteration 24Q: 3 clusters Score -886590.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -886613.125000 Penalty: 4450.719238
	Iteration 25Q: 3 clusters Score -886613.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -886641.937500 Penalty: 4450.719238
	Iteration 26Q: 3 clusters Score -886641.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -886675.375000 Penalty: 4450.719238
	Iteration 27Q: 3 clusters Score -886675.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -886701.125000 Penalty: 4450.719238
	Iteration 28Q: 3 clusters Score -886701.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -886721.750000 Penalty: 4450.719238
	Iteration 29Q: 3 clusters Score -886721.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -886738.625000 Penalty: 4450.719238
	Iteration 30Q: 3 clusters Score -886738.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -886749.375000 Penalty: 4450.719238
	Iteration 31Q: 3 clusters Score -886749.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -886764.125000 Penalty: 4450.719238
	Iteration 32Q: 3 clusters Score -886764.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -886774.812500 Penalty: 4450.719238
	Iteration 33Q: 3 clusters Score -886774.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -886782.062500 Penalty: 4450.719238
	Iteration 34Q: 3 clusters Score -886782.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -886787.250000 Penalty: 4450.719238
	Iteration 35Q: 3 clusters Score -886787.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -886794.125000 Penalty: 4450.719238
	Iteration 36Q: 3 clusters Score -886794.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -886800.500000 Penalty: 4450.719238
	Iteration 37Q: 3 clusters Score -886800.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -886810.687500 Penalty: 4450.719238
	Iteration 38Q: 3 clusters Score -886810.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -886814.375000 Penalty: 4450.719238
	Iteration 39Q: 3 clusters Score -886814.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -886820.187500 Penalty: 4450.719238
	Iteration 40F: 3 clusters Score -886820.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -886826.937500 Penalty: 4450.719238
	Iteration 41Q: 3 clusters Score -886826.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -886830.750000 Penalty: 4450.719238
	Iteration 42Q: 3 clusters Score -886830.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -886835.000000 Penalty: 4450.719238
	Iteration 43Q: 3 clusters Score -886835 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -886839.437500 Penalty: 4450.719238
	Iteration 44Q: 3 clusters Score -886839.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -886842.750000 Penalty: 4450.719238
	Iteration 45Q: 3 clusters Score -886842.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -886845.750000 Penalty: 4450.719238
	Iteration 46Q: 3 clusters Score -886845.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -886849.062500 Penalty: 4450.719238
	Iteration 47Q: 3 clusters Score -886849.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -886855.000000 Penalty: 4450.719238
	Iteration 48Q: 3 clusters Score -886855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -886856.812500 Penalty: 4450.719238
	Iteration 49Q: 3 clusters Score -886856.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -886856.562500 Penalty: 4450.719238
	Iteration 50Q: 3 clusters Score -886856.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -886857.312500 Penalty: 4450.719238
	Iteration 51Q: 3 clusters Score -886857.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -886857.687500 Penalty: 4450.719238
	Iteration 52Q: 3 clusters Score -886857.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -886858.375000 Penalty: 4450.719238
	Iteration 53Q: 3 clusters Score -886858.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -886859.187500 Penalty: 4450.719238
	Iteration 54Q: 3 clusters Score -886859.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -886860.250000 Penalty: 4450.719238
	Iteration 55Q: 3 clusters Score -886860.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -886859.562500 Penalty: 4450.719238
	Iteration 56Q: 3 clusters Score -886859.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -886860.312500 Penalty: 4450.719238
	Iteration 57Q: 3 clusters Score -886860.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -886862.875000 Penalty: 4450.719238
	Iteration 58Q: 3 clusters Score -886862.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -886863.125000 Penalty: 4450.719238
	Iteration 59Q: 3 clusters Score -886863.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -886862.687500 Penalty: 4450.719238
	Iteration 60F: 3 clusters Score -886862.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -886861.500000 Penalty: 4450.719238
	Iteration 61Q: 3 clusters Score -886861.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -886861.500000 Penalty: 4450.719238
	Iteration 62F: 3 clusters Score -886861.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Entering Unmasked Estep 
Score: -920878.375000 Penalty: 2236.516113
	Iteration 0F: 2 clusters Score -920878.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -914401.687500 Penalty: 4473.032227
	Iteration 0F: 3 clusters Score -914401.7 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -916311.500000 Penalty: 4473.032227
	Iteration 1F: 3 clusters Score -916311.5 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -916852.375000 Penalty: 4473.032227
	Iteration 2F: 3 clusters Score -916852.4 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -917592.500000 Penalty: 4473.032227
	Iteration 3F: 3 clusters Score -917592.5 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -918334.437500 Penalty: 4473.032227
	Iteration 4F: 3 clusters Score -918334.4 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -918823.687500 Penalty: 4473.032227
	Iteration 5F: 3 clusters Score -918823.7 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -919198.125000 Penalty: 4473.032227
	Iteration 6F: 3 clusters Score -919198.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -919469.062500 Penalty: 4473.032227
	Iteration 7Q: 3 clusters Score -919469.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -919605.812500 Penalty: 4473.032227
	Iteration 8Q: 3 clusters Score -919605.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -919682.437500 Penalty: 4473.032227
	Iteration 9Q: 3 clusters Score -919682.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -919725.875000 Penalty: 4473.032227
	Iteration 10Q: 3 clusters Score -919725.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -919773.562500 Penalty: 4473.032227
	Iteration 11Q: 3 clusters Score -919773.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -919838.937500 Penalty: 4473.032227
	Iteration 12Q: 3 clusters Score -919838.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -919958.937500 Penalty: 4473.032227
	Iteration 13Q: 3 clusters Score -919958.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -920096.812500 Penalty: 4473.032227
	Iteration 14Q: 3 clusters Score -920096.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -920223.937500 Penalty: 4473.032227
	Iteration 15Q: 3 clusters Score -920223.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -920331.812500 Penalty: 4473.032227
	Iteration 16Q: 3 clusters Score -920331.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -920411.375000 Penalty: 4473.032227
	Iteration 17Q: 3 clusters Score -920411.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -920498.312500 Penalty: 4473.032227
	Iteration 18Q: 3 clusters Score -920498.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -920612.000000 Penalty: 4473.032227
	Iteration 19Q: 3 clusters Score -920612 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -920782.750000 Penalty: 4473.032227
	Iteration 20F: 3 clusters Score -920782.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -920979.062500 Penalty: 4473.032227
	Iteration 21Q: 3 clusters Score -920979.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -921197.312500 Penalty: 4473.032227
	Iteration 22Q: 3 clusters Score -921197.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -921402.562500 Penalty: 4473.032227
	Iteration 23Q: 3 clusters Score -921402.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -921561.625000 Penalty: 4473.032227
	Iteration 24Q: 3 clusters Score -921561.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -921684.000000 Penalty: 4473.032227
	Iteration 25Q: 3 clusters Score -921684 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -921757.250000 Penalty: 4473.032227
	Iteration 26Q: 3 clusters Score -921757.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -921819.000000 Penalty: 4473.032227
	Iteration 27Q: 3 clusters Score -921819 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -921857.000000 Penalty: 4473.032227
	Iteration 28Q: 3 clusters Score -921857 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -921879.687500 Penalty: 4473.032227
	Iteration 29Q: 3 clusters Score -921879.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -921902.250000 Penalty: 4473.032227
	Iteration 30Q: 3 clusters Score -921902.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -921918.500000 Penalty: 4473.032227
	Iteration 31Q: 3 clusters Score -921918.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -921926.000000 Penalty: 4473.032227
	Iteration 32Q: 3 clusters Score -921926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -921934.187500 Penalty: 4473.032227
	Iteration 33Q: 3 clusters Score -921934.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -921938.562500 Penalty: 4473.032227
	Iteration 34Q: 3 clusters Score -921938.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -921941.187500 Penalty: 4473.032227
	Iteration 35Q: 3 clusters Score -921941.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -921942.312500 Penalty: 4473.032227
	Iteration 36Q: 3 clusters Score -921942.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -921942.875000 Penalty: 4473.032227
	Iteration 37Q: 3 clusters Score -921942.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -921945.625000 Penalty: 4473.032227
	Iteration 38Q: 3 clusters Score -921945.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -921951.937500 Penalty: 4473.032227
	Iteration 39F: 3 clusters Score -921951.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -921955.312500 Penalty: 4473.032227
	Iteration 40F: 3 clusters Score -921955.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -921959.687500 Penalty: 4473.032227
	Iteration 41Q: 3 clusters Score -921959.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -921960.687500 Penalty: 4473.032227
	Iteration 42Q: 3 clusters Score -921960.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -921960.375000 Penalty: 4473.032227
	Iteration 43Q: 3 clusters Score -921960.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -921960.312500 Penalty: 4473.032227
	Iteration 44Q: 3 clusters Score -921960.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -921960.312500 Penalty: 4473.032227
	Iteration 45F: 3 clusters Score -921960.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 58258 members 
Mstep: Class 2 contains 159018 members 
Mstep: Class 3 contains 6937 members 
Mstep: Class 4 contains 186647 members 
Mstep: Class 5 contains 4793 members 
Mstep: Class 6 contains 757 members 
Mstep: Class 7 contains 25691 members 
Mstep: Class 8 contains 17092 members 
Mstep: Class 9 contains 168013 members 
Mstep: Class 10 contains 4095 members 
Mstep: Class 11 contains 32584 members 
Mstep: Class 12 contains 6147 members 
Mstep: Class 13 contains 16957 members 
Mstep: Class 14 contains 7889 members 
Mstep: Class 15 contains 7584 members 
Mstep: Class 16 contains 7315 members 
Mstep: Class 17 contains 87693 members 
Mstep: Class 18 contains 5508 members 
Mstep: Class 19 contains 13444 members 
Mstep: Class 20 contains 3076 members 
Mstep: Class 21 contains 290062 members 
Mstep: Class 22 contains 46533 members 
Mstep: Class 23 contains 2076 members 
Mstep: Class 24 contains 280545 members 
Mstep: Class 25 contains 15852 members 
Mstep: Class 26 contains 19502 members 
Mstep: Class 27 contains 22073 members 
Mstep: Class 28 contains 11520 members 
Mstep: Class 29 contains 7852 members 
Mstep: Class 30 contains 43918 members 
Mstep: Class 31 contains 1966 members 
Mstep: Class 32 contains 10412 members 
Mstep: Class 33 contains 9505 members 
Mstep: Class 34 contains 213613 members 
Mstep: Class 35 contains 186744 members 
Mstep: Class 36 contains 7778 members 
Mstep: Class 37 contains 668 members 
Entering Unmasked Estep 
Score: -235381792.000000 Penalty: 133086.203125
Splitting cluster 15 changes total score from -235381888.000000 to -235381792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (7315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Entering Unmasked Estep 
Score: -836388.687500 Penalty: 2206.625244
	Iteration 0F: 2 clusters Score -836388.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -830498.125000 Penalty: 4413.250488
	Iteration 0F: 3 clusters Score -830498.1 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -832269.625000 Penalty: 4413.250488
	Iteration 1F: 3 clusters Score -832269.6 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -832704.562500 Penalty: 4413.250488
	Iteration 2F: 3 clusters Score -832704.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -833031.937500 Penalty: 4413.250488
	Iteration 3F: 3 clusters Score -833031.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -833363.937500 Penalty: 4413.250488
	Iteration 4F: 3 clusters Score -833363.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -833728.812500 Penalty: 4413.250488
	Iteration 5F: 3 clusters Score -833728.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -834113.437500 Penalty: 4413.250488
	Iteration 6F: 3 clusters Score -834113.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -834536.687500 Penalty: 4413.250488
	Iteration 7F: 3 clusters Score -834536.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -834908.187500 Penalty: 4413.250488
	Iteration 8F: 3 clusters Score -834908.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -835179.750000 Penalty: 4413.250488
	Iteration 9Q: 3 clusters Score -835179.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -835355.750000 Penalty: 4413.250488
	Iteration 10Q: 3 clusters Score -835355.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -835480.625000 Penalty: 4413.250488
	Iteration 11Q: 3 clusters Score -835480.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -835566.687500 Penalty: 4413.250488
	Iteration 12Q: 3 clusters Score -835566.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -835653.687500 Penalty: 4413.250488
	Iteration 13Q: 3 clusters Score -835653.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -835752.937500 Penalty: 4413.250488
	Iteration 14Q: 3 clusters Score -835752.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -835893.937500 Penalty: 4413.250488
	Iteration 15Q: 3 clusters Score -835893.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -836039.437500 Penalty: 4413.250488
	Iteration 16Q: 3 clusters Score -836039.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -836165.250000 Penalty: 4413.250488
	Iteration 17Q: 3 clusters Score -836165.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -836256.187500 Penalty: 4413.250488
	Iteration 18Q: 3 clusters Score -836256.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -836311.687500 Penalty: 4413.250488
	Iteration 19Q: 3 clusters Score -836311.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -836333.687500 Penalty: 4413.250488
	Iteration 20F: 3 clusters Score -836333.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -836345.687500 Penalty: 4413.250488
	Iteration 21Q: 3 clusters Score -836345.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -836352.250000 Penalty: 4413.250488
	Iteration 22Q: 3 clusters Score -836352.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -836356.687500 Penalty: 4413.250488
	Iteration 23Q: 3 clusters Score -836356.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -836358.625000 Penalty: 4413.250488
	Iteration 24Q: 3 clusters Score -836358.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -836357.750000 Penalty: 4413.250488
	Iteration 25Q: 3 clusters Score -836357.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -836359.437500 Penalty: 4413.250488
	Iteration 26Q: 3 clusters Score -836359.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -836359.187500 Penalty: 4413.250488
	Iteration 27Q: 3 clusters Score -836359.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -836359.187500 Penalty: 4413.250488
	Iteration 28F: 3 clusters Score -836359.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (87693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87693 members 
Entering Unmasked Estep 
Score: -10676720.000000 Penalty: 2822.636230
	Iteration 0F: 2 clusters Score -1.067672e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43936 members 
Mstep: Class 2 contains 43757 members 
Entering Unmasked Estep 
Score: -10617754.000000 Penalty: 5645.272461
	Iteration 0F: 3 clusters Score -1.061775e+07 nChanged 41596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45950 members 
Mstep: Class 2 contains 41743 members 
Entering Unmasked Estep 
Score: -10641981.000000 Penalty: 5645.272461
	Iteration 1F: 3 clusters Score -1.064198e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47145 members 
Mstep: Class 2 contains 40548 members 
Entering Unmasked Estep 
Score: -10643002.000000 Penalty: 5645.272461
	Iteration 2Q: 3 clusters Score -1.0643e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48909 members 
Mstep: Class 2 contains 38784 members 
Entering Unmasked Estep 
Score: -10644363.000000 Penalty: 5645.272461
	Iteration 3Q: 3 clusters Score -1.064436e+07 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51330 members 
Mstep: Class 2 contains 36363 members 
Entering Unmasked Estep 
Score: -10645997.000000 Penalty: 5645.272461
	Iteration 4Q: 3 clusters Score -1.0646e+07 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54719 members 
Mstep: Class 2 contains 32974 members 
Entering Unmasked Estep 
Score: -10648341.000000 Penalty: 5645.272461
	Iteration 5F: 3 clusters Score -1.064834e+07 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59094 members 
Mstep: Class 2 contains 28599 members 
Entering Unmasked Estep 
Score: -10651616.000000 Penalty: 5645.272461
	Iteration 6F: 3 clusters Score -1.065162e+07 nChanged 5816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64268 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -10655968.000000 Penalty: 5645.272461
	Iteration 7F: 3 clusters Score -1.065597e+07 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69604 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -10660595.000000 Penalty: 5645.272461
	Iteration 8F: 3 clusters Score -1.06606e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74271 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -10664710.000000 Penalty: 5645.272461
	Iteration 9F: 3 clusters Score -1.066471e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77950 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -10667911.000000 Penalty: 5645.272461
	Iteration 10Q: 3 clusters Score -1.066791e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80557 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -10669877.000000 Penalty: 5645.272461
	Iteration 11Q: 3 clusters Score -1.066988e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82365 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -10671252.000000 Penalty: 5645.272461
	Iteration 12Q: 3 clusters Score -1.067125e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83683 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -10672199.000000 Penalty: 5645.272461
	Iteration 13Q: 3 clusters Score -1.06722e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84595 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -10672876.000000 Penalty: 5645.272461
	Iteration 14Q: 3 clusters Score -1.067288e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85237 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -10673283.000000 Penalty: 5645.272461
	Iteration 15Q: 3 clusters Score -1.067328e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85708 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -10673619.000000 Penalty: 5645.272461
	Iteration 16Q: 3 clusters Score -1.067362e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86027 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -10673900.000000 Penalty: 5645.272461
	Iteration 17Q: 3 clusters Score -1.06739e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86225 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -10674032.000000 Penalty: 5645.272461
	Iteration 18Q: 3 clusters Score -1.067403e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86352 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -10674159.000000 Penalty: 5645.272461
	Iteration 19Q: 3 clusters Score -1.067416e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86443 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -10674226.000000 Penalty: 5645.272461
	Iteration 20F: 3 clusters Score -1.067423e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86496 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -10674254.000000 Penalty: 5645.272461
	Iteration 21Q: 3 clusters Score -1.067425e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86538 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -10674282.000000 Penalty: 5645.272461
	Iteration 22Q: 3 clusters Score -1.067428e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86566 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -10674309.000000 Penalty: 5645.272461
	Iteration 23Q: 3 clusters Score -1.067431e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86587 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -10674319.000000 Penalty: 5645.272461
	Iteration 24Q: 3 clusters Score -1.067432e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86606 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -10674349.000000 Penalty: 5645.272461
	Iteration 25Q: 3 clusters Score -1.067435e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86626 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -10674357.000000 Penalty: 5645.272461
	Iteration 26Q: 3 clusters Score -1.067436e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86652 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -10674374.000000 Penalty: 5645.272461
	Iteration 27Q: 3 clusters Score -1.067437e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86674 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -10674380.000000 Penalty: 5645.272461
	Iteration 28Q: 3 clusters Score -1.067438e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86685 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -10674378.000000 Penalty: 5645.272461
	Iteration 29Q: 3 clusters Score -1.067438e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86694 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -10674377.000000 Penalty: 5645.272461
	Iteration 30Q: 3 clusters Score -1.067438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86698 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -10674378.000000 Penalty: 5645.272461
	Iteration 31Q: 3 clusters Score -1.067438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86702 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -10674382.000000 Penalty: 5645.272461
	Iteration 32Q: 3 clusters Score -1.067438e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86703 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -10674387.000000 Penalty: 5645.272461
	Iteration 33Q: 3 clusters Score -1.067439e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86703 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -10674375.000000 Penalty: 5645.272461
	Iteration 34Q: 3 clusters Score -1.067438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86705 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -10674383.000000 Penalty: 5645.272461
	Iteration 35Q: 3 clusters Score -1.067438e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86705 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -10674383.000000 Penalty: 5645.272461
	Iteration 36F: 3 clusters Score -1.067438e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Entering Unmasked Estep 
Score: -711115.437500 Penalty: 2136.261230
	Iteration 0F: 2 clusters Score -711115.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -706229.250000 Penalty: 4272.522461
	Iteration 0F: 3 clusters Score -706229.2 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -707380.500000 Penalty: 4272.522461
	Iteration 1F: 3 clusters Score -707380.5 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -707594.500000 Penalty: 4272.522461
	Iteration 2F: 3 clusters Score -707594.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -707713.312500 Penalty: 4272.522461
	Iteration 3F: 3 clusters Score -707713.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -707779.437500 Penalty: 4272.522461
	Iteration 4Q: 3 clusters Score -707779.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -707836.125000 Penalty: 4272.522461
	Iteration 5Q: 3 clusters Score -707836.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -707877.250000 Penalty: 4272.522461
	Iteration 6Q: 3 clusters Score -707877.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -707911.062500 Penalty: 4272.522461
	Iteration 7Q: 3 clusters Score -707911.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -707940.250000 Penalty: 4272.522461
	Iteration 8Q: 3 clusters Score -707940.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -707967.750000 Penalty: 4272.522461
	Iteration 9Q: 3 clusters Score -707967.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -707990.875000 Penalty: 4272.522461
	Iteration 10Q: 3 clusters Score -707990.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -708010.687500 Penalty: 4272.522461
	Iteration 11Q: 3 clusters Score -708010.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -708025.312500 Penalty: 4272.522461
	Iteration 12Q: 3 clusters Score -708025.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -708041.312500 Penalty: 4272.522461
	Iteration 13Q: 3 clusters Score -708041.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -708051.125000 Penalty: 4272.522461
	Iteration 14Q: 3 clusters Score -708051.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -708060.625000 Penalty: 4272.522461
	Iteration 15Q: 3 clusters Score -708060.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -708070.062500 Penalty: 4272.522461
	Iteration 16Q: 3 clusters Score -708070.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -708079.187500 Penalty: 4272.522461
	Iteration 17Q: 3 clusters Score -708079.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -708083.125000 Penalty: 4272.522461
	Iteration 18Q: 3 clusters Score -708083.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -708087.562500 Penalty: 4272.522461
	Iteration 19Q: 3 clusters Score -708087.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -708096.250000 Penalty: 4272.522461
	Iteration 20F: 3 clusters Score -708096.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -708099.187500 Penalty: 4272.522461
	Iteration 21Q: 3 clusters Score -708099.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -708104.187500 Penalty: 4272.522461
	Iteration 22Q: 3 clusters Score -708104.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -708107.437500 Penalty: 4272.522461
	Iteration 23Q: 3 clusters Score -708107.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -708108.312500 Penalty: 4272.522461
	Iteration 24Q: 3 clusters Score -708108.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -708110.437500 Penalty: 4272.522461
	Iteration 25Q: 3 clusters Score -708110.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -708111.375000 Penalty: 4272.522461
	Iteration 26Q: 3 clusters Score -708111.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -708112.500000 Penalty: 4272.522461
	Iteration 27Q: 3 clusters Score -708112.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -708115.125000 Penalty: 4272.522461
	Iteration 28Q: 3 clusters Score -708115.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -708118.187500 Penalty: 4272.522461
	Iteration 29Q: 3 clusters Score -708118.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -708122.500000 Penalty: 4272.522461
	Iteration 30Q: 3 clusters Score -708122.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -708125.312500 Penalty: 4272.522461
	Iteration 31Q: 3 clusters Score -708125.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -708126.875000 Penalty: 4272.522461
	Iteration 32Q: 3 clusters Score -708126.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -708128.000000 Penalty: 4272.522461
	Iteration 33Q: 3 clusters Score -708128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -708129.562500 Penalty: 4272.522461
	Iteration 34Q: 3 clusters Score -708129.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -708132.812500 Penalty: 4272.522461
	Iteration 35Q: 3 clusters Score -708132.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -708135.875000 Penalty: 4272.522461
	Iteration 36Q: 3 clusters Score -708135.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -708139.750000 Penalty: 4272.522461
	Iteration 37Q: 3 clusters Score -708139.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -708143.937500 Penalty: 4272.522461
	Iteration 38Q: 3 clusters Score -708143.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -708147.625000 Penalty: 4272.522461
	Iteration 39Q: 3 clusters Score -708147.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -708150.562500 Penalty: 4272.522461
	Iteration 40F: 3 clusters Score -708150.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -708153.750000 Penalty: 4272.522461
	Iteration 41Q: 3 clusters Score -708153.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -708154.937500 Penalty: 4272.522461
	Iteration 42Q: 3 clusters Score -708154.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -708157.375000 Penalty: 4272.522461
	Iteration 43Q: 3 clusters Score -708157.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -708159.312500 Penalty: 4272.522461
	Iteration 44Q: 3 clusters Score -708159.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -708160.062500 Penalty: 4272.522461
	Iteration 45Q: 3 clusters Score -708160.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -708160.437500 Penalty: 4272.522461
	Iteration 46Q: 3 clusters Score -708160.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -708160.437500 Penalty: 4272.522461
	Iteration 47Q: 3 clusters Score -708160.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -708160.437500 Penalty: 4272.522461
	Iteration 48F: 3 clusters Score -708160.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Entering Unmasked Estep 
Score: -1623488.625000 Penalty: 2357.559570
	Iteration 0F: 2 clusters Score -1623489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1613664.000000 Penalty: 4715.119141
	Iteration 0F: 3 clusters Score -1613664 nChanged 5795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1616899.250000 Penalty: 4715.119141
	Iteration 1F: 3 clusters Score -1616899 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1617393.250000 Penalty: 4715.119141
	Iteration 2F: 3 clusters Score -1617393 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1617930.625000 Penalty: 4715.119141
	Iteration 3F: 3 clusters Score -1617931 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1618541.375000 Penalty: 4715.119141
	Iteration 4F: 3 clusters Score -1618541 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1619185.750000 Penalty: 4715.119141
	Iteration 5F: 3 clusters Score -1619186 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1619747.375000 Penalty: 4715.119141
	Iteration 6F: 3 clusters Score -1619747 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1620172.125000 Penalty: 4715.119141
	Iteration 7F: 3 clusters Score -1620172 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1620431.500000 Penalty: 4715.119141
	Iteration 8Q: 3 clusters Score -1620432 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1620604.750000 Penalty: 4715.119141
	Iteration 9Q: 3 clusters Score -1620605 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1620719.750000 Penalty: 4715.119141
	Iteration 10Q: 3 clusters Score -1620720 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1620793.750000 Penalty: 4715.119141
	Iteration 11Q: 3 clusters Score -1620794 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1620843.375000 Penalty: 4715.119141
	Iteration 12Q: 3 clusters Score -1620843 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1620884.000000 Penalty: 4715.119141
	Iteration 13Q: 3 clusters Score -1620884 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1620919.125000 Penalty: 4715.119141
	Iteration 14Q: 3 clusters Score -1620919 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1620943.625000 Penalty: 4715.119141
	Iteration 15Q: 3 clusters Score -1620944 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1620966.500000 Penalty: 4715.119141
	Iteration 16Q: 3 clusters Score -1620966 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1620985.250000 Penalty: 4715.119141
	Iteration 17Q: 3 clusters Score -1620985 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1621012.750000 Penalty: 4715.119141
	Iteration 18Q: 3 clusters Score -1621013 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1621042.625000 Penalty: 4715.119141
	Iteration 19Q: 3 clusters Score -1621043 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1621068.875000 Penalty: 4715.119141
	Iteration 20F: 3 clusters Score -1621069 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1621090.250000 Penalty: 4715.119141
	Iteration 21Q: 3 clusters Score -1621090 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1621116.625000 Penalty: 4715.119141
	Iteration 22Q: 3 clusters Score -1621117 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1621137.250000 Penalty: 4715.119141
	Iteration 23Q: 3 clusters Score -1621137 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1621162.125000 Penalty: 4715.119141
	Iteration 24Q: 3 clusters Score -1621162 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1621196.750000 Penalty: 4715.119141
	Iteration 25Q: 3 clusters Score -1621197 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1621229.625000 Penalty: 4715.119141
	Iteration 26Q: 3 clusters Score -1621230 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1621248.875000 Penalty: 4715.119141
	Iteration 27Q: 3 clusters Score -1621249 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1621280.500000 Penalty: 4715.119141
	Iteration 28Q: 3 clusters Score -1621280 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1621300.250000 Penalty: 4715.119141
	Iteration 29Q: 3 clusters Score -1621300 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1621330.875000 Penalty: 4715.119141
	Iteration 30Q: 3 clusters Score -1621331 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1621352.625000 Penalty: 4715.119141
	Iteration 31Q: 3 clusters Score -1621353 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1621379.625000 Penalty: 4715.119141
	Iteration 32Q: 3 clusters Score -1621380 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1621406.125000 Penalty: 4715.119141
	Iteration 33Q: 3 clusters Score -1621406 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1621434.750000 Penalty: 4715.119141
	Iteration 34Q: 3 clusters Score -1621435 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1621456.375000 Penalty: 4715.119141
	Iteration 35Q: 3 clusters Score -1621456 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1621485.000000 Penalty: 4715.119141
	Iteration 36Q: 3 clusters Score -1621485 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1621520.375000 Penalty: 4715.119141
	Iteration 37Q: 3 clusters Score -1621520 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1621552.625000 Penalty: 4715.119141
	Iteration 38Q: 3 clusters Score -1621553 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1621575.250000 Penalty: 4715.119141
	Iteration 39Q: 3 clusters Score -1621575 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1621598.875000 Penalty: 4715.119141
	Iteration 40F: 3 clusters Score -1621599 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1621613.000000 Penalty: 4715.119141
	Iteration 41Q: 3 clusters Score -1621613 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1621624.875000 Penalty: 4715.119141
	Iteration 42Q: 3 clusters Score -1621625 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1621641.875000 Penalty: 4715.119141
	Iteration 43Q: 3 clusters Score -1621642 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1621650.250000 Penalty: 4715.119141
	Iteration 44Q: 3 clusters Score -1621650 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1621674.125000 Penalty: 4715.119141
	Iteration 45Q: 3 clusters Score -1621674 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1621686.125000 Penalty: 4715.119141
	Iteration 46Q: 3 clusters Score -1621686 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1621706.000000 Penalty: 4715.119141
	Iteration 47Q: 3 clusters Score -1621706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1621714.625000 Penalty: 4715.119141
	Iteration 48Q: 3 clusters Score -1621715 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1621723.500000 Penalty: 4715.119141
	Iteration 49Q: 3 clusters Score -1621724 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1621737.000000 Penalty: 4715.119141
	Iteration 50Q: 3 clusters Score -1621737 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1621748.750000 Penalty: 4715.119141
	Iteration 51Q: 3 clusters Score -1621749 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1621756.750000 Penalty: 4715.119141
	Iteration 52Q: 3 clusters Score -1621757 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1621765.750000 Penalty: 4715.119141
	Iteration 53Q: 3 clusters Score -1621766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1621770.375000 Penalty: 4715.119141
	Iteration 54Q: 3 clusters Score -1621770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1621777.750000 Penalty: 4715.119141
	Iteration 55Q: 3 clusters Score -1621778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1621783.000000 Penalty: 4715.119141
	Iteration 56Q: 3 clusters Score -1621783 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1621789.250000 Penalty: 4715.119141
	Iteration 57Q: 3 clusters Score -1621789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1621794.125000 Penalty: 4715.119141
	Iteration 58Q: 3 clusters Score -1621794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1621801.000000 Penalty: 4715.119141
	Iteration 59Q: 3 clusters Score -1621801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1621807.750000 Penalty: 4715.119141
	Iteration 60F: 3 clusters Score -1621808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1621819.875000 Penalty: 4715.119141
	Iteration 61Q: 3 clusters Score -1621820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1621829.750000 Penalty: 4715.119141
	Iteration 62Q: 3 clusters Score -1621830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1621841.375000 Penalty: 4715.119141
	Iteration 63Q: 3 clusters Score -1621841 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1621844.375000 Penalty: 4715.119141
	Iteration 64Q: 3 clusters Score -1621844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1621847.750000 Penalty: 4715.119141
	Iteration 65Q: 3 clusters Score -1621848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1621849.750000 Penalty: 4715.119141
	Iteration 66Q: 3 clusters Score -1621850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1621851.375000 Penalty: 4715.119141
	Iteration 67Q: 3 clusters Score -1621851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1621853.375000 Penalty: 4715.119141
	Iteration 68Q: 3 clusters Score -1621853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1621852.750000 Penalty: 4715.119141
	Iteration 69Q: 3 clusters Score -1621853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1621852.750000 Penalty: 4715.119141
	Iteration 70F: 3 clusters Score -1621853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Entering Unmasked Estep 
Score: -355676.625000 Penalty: 1991.783569
	Iteration 0F: 2 clusters Score -355676.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -352341.593750 Penalty: 3983.567139
	Iteration 0F: 3 clusters Score -352341.6 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -353024.906250 Penalty: 3983.567139
	Iteration 1F: 3 clusters Score -353024.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -353244.531250 Penalty: 3983.567139
	Iteration 2F: 3 clusters Score -353244.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -353372.500000 Penalty: 3983.567139
	Iteration 3F: 3 clusters Score -353372.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -353452.687500 Penalty: 3983.567139
	Iteration 4Q: 3 clusters Score -353452.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -353512.968750 Penalty: 3983.567139
	Iteration 5Q: 3 clusters Score -353513 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -353558.468750 Penalty: 3983.567139
	Iteration 6Q: 3 clusters Score -353558.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -353584.218750 Penalty: 3983.567139
	Iteration 7Q: 3 clusters Score -353584.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -353609.593750 Penalty: 3983.567139
	Iteration 8Q: 3 clusters Score -353609.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -353625.562500 Penalty: 3983.567139
	Iteration 9Q: 3 clusters Score -353625.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -353632.437500 Penalty: 3983.567139
	Iteration 10Q: 3 clusters Score -353632.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -353636.843750 Penalty: 3983.567139
	Iteration 11Q: 3 clusters Score -353636.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -353641.906250 Penalty: 3983.567139
	Iteration 12Q: 3 clusters Score -353641.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -353648.625000 Penalty: 3983.567139
	Iteration 13Q: 3 clusters Score -353648.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -353655.125000 Penalty: 3983.567139
	Iteration 14Q: 3 clusters Score -353655.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -353661.156250 Penalty: 3983.567139
	Iteration 15Q: 3 clusters Score -353661.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -353666.906250 Penalty: 3983.567139
	Iteration 16Q: 3 clusters Score -353666.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -353671.250000 Penalty: 3983.567139
	Iteration 17Q: 3 clusters Score -353671.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -353681.000000 Penalty: 3983.567139
	Iteration 18Q: 3 clusters Score -353681 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -353687.968750 Penalty: 3983.567139
	Iteration 19Q: 3 clusters Score -353688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -353692.812500 Penalty: 3983.567139
	Iteration 20F: 3 clusters Score -353692.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -353704.343750 Penalty: 3983.567139
	Iteration 21Q: 3 clusters Score -353704.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -353710.125000 Penalty: 3983.567139
	Iteration 22Q: 3 clusters Score -353710.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -353713.937500 Penalty: 3983.567139
	Iteration 23Q: 3 clusters Score -353713.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -353720.687500 Penalty: 3983.567139
	Iteration 24Q: 3 clusters Score -353720.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -353723.312500 Penalty: 3983.567139
	Iteration 25Q: 3 clusters Score -353723.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -353731.375000 Penalty: 3983.567139
	Iteration 26Q: 3 clusters Score -353731.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -353739.218750 Penalty: 3983.567139
	Iteration 27Q: 3 clusters Score -353739.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -353744.500000 Penalty: 3983.567139
	Iteration 28Q: 3 clusters Score -353744.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -353747.406250 Penalty: 3983.567139
	Iteration 29Q: 3 clusters Score -353747.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -353750.750000 Penalty: 3983.567139
	Iteration 30Q: 3 clusters Score -353750.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -353754.187500 Penalty: 3983.567139
	Iteration 31Q: 3 clusters Score -353754.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -353758.375000 Penalty: 3983.567139
	Iteration 32Q: 3 clusters Score -353758.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -353763.437500 Penalty: 3983.567139
	Iteration 33Q: 3 clusters Score -353763.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -353768.500000 Penalty: 3983.567139
	Iteration 34Q: 3 clusters Score -353768.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -353771.375000 Penalty: 3983.567139
	Iteration 35Q: 3 clusters Score -353771.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -353773.750000 Penalty: 3983.567139
	Iteration 36Q: 3 clusters Score -353773.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -353775.000000 Penalty: 3983.567139
	Iteration 37Q: 3 clusters Score -353775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -353778.031250 Penalty: 3983.567139
	Iteration 38Q: 3 clusters Score -353778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -353781.343750 Penalty: 3983.567139
	Iteration 39Q: 3 clusters Score -353781.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -353783.656250 Penalty: 3983.567139
	Iteration 40F: 3 clusters Score -353783.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -353783.625000 Penalty: 3983.567139
	Iteration 41Q: 3 clusters Score -353783.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -353783.625000 Penalty: 3983.567139
	Iteration 42F: 3 clusters Score -353783.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (290062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290062 members 
Entering Unmasked Estep 
Score: -35735980.000000 Penalty: 3119.306885
	Iteration 0F: 2 clusters Score -3.573598e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145345 members 
Mstep: Class 2 contains 144717 members 
Entering Unmasked Estep 
Score: -35563004.000000 Penalty: 6238.613770
	Iteration 0F: 3 clusters Score -3.5563e+07 nChanged 140802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149909 members 
Mstep: Class 2 contains 140153 members 
Entering Unmasked Estep 
Score: -35645456.000000 Penalty: 6238.613770
	Iteration 1F: 3 clusters Score -3.564546e+07 nChanged 7660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152515 members 
Mstep: Class 2 contains 137547 members 
Entering Unmasked Estep 
Score: -35647032.000000 Penalty: 6238.613770
	Iteration 2Q: 3 clusters Score -3.564703e+07 nChanged 8361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156316 members 
Mstep: Class 2 contains 133746 members 
Entering Unmasked Estep 
Score: -35649436.000000 Penalty: 6238.613770
	Iteration 3Q: 3 clusters Score -3.564944e+07 nChanged 9449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161809 members 
Mstep: Class 2 contains 128253 members 
Entering Unmasked Estep 
Score: -35652748.000000 Penalty: 6238.613770
	Iteration 4Q: 3 clusters Score -3.565275e+07 nChanged 11491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169772 members 
Mstep: Class 2 contains 120290 members 
Entering Unmasked Estep 
Score: -35657876.000000 Penalty: 6238.613770
	Iteration 5Q: 3 clusters Score -3.565788e+07 nChanged 14300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181160 members 
Mstep: Class 2 contains 108902 members 
Entering Unmasked Estep 
Score: -35665704.000000 Penalty: 6238.613770
	Iteration 6Q: 3 clusters Score -3.56657e+07 nChanged 17418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196066 members 
Mstep: Class 2 contains 93996 members 
Entering Unmasked Estep 
Score: -35676268.000000 Penalty: 6238.613770
	Iteration 7F: 3 clusters Score -3.567627e+07 nChanged 19152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212986 members 
Mstep: Class 2 contains 77076 members 
Entering Unmasked Estep 
Score: -35687844.000000 Penalty: 6238.613770
	Iteration 8F: 3 clusters Score -3.568784e+07 nChanged 18157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229539 members 
Mstep: Class 2 contains 60523 members 
Entering Unmasked Estep 
Score: -35698104.000000 Penalty: 6238.613770
	Iteration 9F: 3 clusters Score -3.56981e+07 nChanged 15158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243651 members 
Mstep: Class 2 contains 46411 members 
Entering Unmasked Estep 
Score: -35706684.000000 Penalty: 6238.613770
	Iteration 10F: 3 clusters Score -3.570668e+07 nChanged 11872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254837 members 
Mstep: Class 2 contains 35225 members 
Entering Unmasked Estep 
Score: -35713376.000000 Penalty: 6238.613770
	Iteration 11Q: 3 clusters Score -3.571338e+07 nChanged 8983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263460 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
Score: -35718124.000000 Penalty: 6238.613770
	Iteration 12Q: 3 clusters Score -3.571812e+07 nChanged 6827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270147 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -35722128.000000 Penalty: 6238.613770
	Iteration 13Q: 3 clusters Score -3.572213e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275209 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -35725152.000000 Penalty: 6238.613770
	Iteration 14Q: 3 clusters Score -3.572515e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278955 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -35727656.000000 Penalty: 6238.613770
	Iteration 15Q: 3 clusters Score -3.572766e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281620 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -35729160.000000 Penalty: 6238.613770
	Iteration 16Q: 3 clusters Score -3.572916e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283518 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -35730476.000000 Penalty: 6238.613770
	Iteration 17Q: 3 clusters Score -3.573048e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284799 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -35730992.000000 Penalty: 6238.613770
	Iteration 18Q: 3 clusters Score -3.573099e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285700 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -35731532.000000 Penalty: 6238.613770
	Iteration 19Q: 3 clusters Score -3.573153e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286334 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -35731948.000000 Penalty: 6238.613770
	Iteration 20F: 3 clusters Score -3.573195e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286798 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -35732172.000000 Penalty: 6238.613770
	Iteration 21Q: 3 clusters Score -3.573217e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287161 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -35732436.000000 Penalty: 6238.613770
	Iteration 22Q: 3 clusters Score -3.573244e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287420 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -35732688.000000 Penalty: 6238.613770
	Iteration 23Q: 3 clusters Score -3.573269e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287612 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -35732820.000000 Penalty: 6238.613770
	Iteration 24Q: 3 clusters Score -3.573282e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287764 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -35732904.000000 Penalty: 6238.613770
	Iteration 25Q: 3 clusters Score -3.57329e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287886 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -35733004.000000 Penalty: 6238.613770
	Iteration 26Q: 3 clusters Score -3.5733e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287985 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -35733016.000000 Penalty: 6238.613770
	Iteration 27Q: 3 clusters Score -3.573302e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288076 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -35733088.000000 Penalty: 6238.613770
	Iteration 28Q: 3 clusters Score -3.573309e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288147 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -35733156.000000 Penalty: 6238.613770
	Iteration 29Q: 3 clusters Score -3.573316e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288202 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -35733208.000000 Penalty: 6238.613770
	Iteration 30Q: 3 clusters Score -3.573321e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288229 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -35733236.000000 Penalty: 6238.613770
	Iteration 31Q: 3 clusters Score -3.573324e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288260 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -35733260.000000 Penalty: 6238.613770
	Iteration 32Q: 3 clusters Score -3.573326e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288299 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -35733292.000000 Penalty: 6238.613770
	Iteration 33Q: 3 clusters Score -3.573329e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288340 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -35733332.000000 Penalty: 6238.613770
	Iteration 34Q: 3 clusters Score -3.573333e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288368 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -35733360.000000 Penalty: 6238.613770
	Iteration 35Q: 3 clusters Score -3.573336e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288395 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -35733372.000000 Penalty: 6238.613770
	Iteration 36Q: 3 clusters Score -3.573337e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288418 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -35733364.000000 Penalty: 6238.613770
	Iteration 37Q: 3 clusters Score -3.573336e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288432 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -35733400.000000 Penalty: 6238.613770
	Iteration 38Q: 3 clusters Score -3.57334e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288451 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -35733400.000000 Penalty: 6238.613770
	Iteration 39Q: 3 clusters Score -3.57334e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288459 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -35733384.000000 Penalty: 6238.613770
	Iteration 40F: 3 clusters Score -3.573338e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288466 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -35733372.000000 Penalty: 6238.613770
	Iteration 41Q: 3 clusters Score -3.573337e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288470 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -35733396.000000 Penalty: 6238.613770
	Iteration 42Q: 3 clusters Score -3.57334e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288476 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -35733412.000000 Penalty: 6238.613770
	Iteration 43Q: 3 clusters Score -3.573341e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288482 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -35733412.000000 Penalty: 6238.613770
	Iteration 44Q: 3 clusters Score -3.573341e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288483 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -35733420.000000 Penalty: 6238.613770
	Iteration 45Q: 3 clusters Score -3.573342e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288483 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -35733404.000000 Penalty: 6238.613770
	Iteration 46Q: 3 clusters Score -3.57334e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288486 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -35733412.000000 Penalty: 6238.613770
	Iteration 47Q: 3 clusters Score -3.573341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288490 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -35733408.000000 Penalty: 6238.613770
	Iteration 48Q: 3 clusters Score -3.573341e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288491 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -35733416.000000 Penalty: 6238.613770
	Iteration 49Q: 3 clusters Score -3.573342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288494 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -35733400.000000 Penalty: 6238.613770
	Iteration 50Q: 3 clusters Score -3.57334e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288498 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -35733408.000000 Penalty: 6238.613770
	Iteration 51Q: 3 clusters Score -3.573341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288498 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -35733400.000000 Penalty: 6238.613770
	Iteration 52Q: 3 clusters Score -3.57334e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288502 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -35733408.000000 Penalty: 6238.613770
	Iteration 53Q: 3 clusters Score -3.573341e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288507 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -35733428.000000 Penalty: 6238.613770
	Iteration 54Q: 3 clusters Score -3.573343e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288511 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -35733436.000000 Penalty: 6238.613770
	Iteration 55Q: 3 clusters Score -3.573344e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288516 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -35733412.000000 Penalty: 6238.613770
	Iteration 56Q: 3 clusters Score -3.573341e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288519 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -35733404.000000 Penalty: 6238.613770
	Iteration 57Q: 3 clusters Score -3.57334e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288523 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -35733400.000000 Penalty: 6238.613770
	Iteration 58Q: 3 clusters Score -3.57334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288524 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -35733420.000000 Penalty: 6238.613770
	Iteration 59Q: 3 clusters Score -3.573342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288523 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -35733424.000000 Penalty: 6238.613770
	Iteration 60F: 3 clusters Score -3.573342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288524 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -35733424.000000 Penalty: 6238.613770
	Iteration 61Q: 3 clusters Score -3.573342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288525 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -35733420.000000 Penalty: 6238.613770
	Iteration 62Q: 3 clusters Score -3.573342e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288525 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -35733420.000000 Penalty: 6238.613770
	Iteration 63F: 3 clusters Score -3.573342e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (46533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46533 members 
Entering Unmasked Estep 
Score: -5630185.000000 Penalty: 2665.483398
	Iteration 0F: 2 clusters Score -5630185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -5598868.000000 Penalty: 5330.966797
	Iteration 0F: 3 clusters Score -5598868 nChanged 21507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -5611446.500000 Penalty: 5330.966797
	Iteration 1F: 3 clusters Score -5611446 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -5613190.000000 Penalty: 5330.966797
	Iteration 2F: 3 clusters Score -5613190 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -5615845.000000 Penalty: 5330.966797
	Iteration 3F: 3 clusters Score -5615845 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30325 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -5619085.500000 Penalty: 5330.966797
	Iteration 4F: 3 clusters Score -5619086 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32764 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -5621971.000000 Penalty: 5330.966797
	Iteration 5F: 3 clusters Score -5621971 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35026 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -5624124.500000 Penalty: 5330.966797
	Iteration 6F: 3 clusters Score -5624124 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37016 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -5625746.500000 Penalty: 5330.966797
	Iteration 7F: 3 clusters Score -5625746 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38600 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -5626853.500000 Penalty: 5330.966797
	Iteration 8Q: 3 clusters Score -5626854 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39837 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -5627662.000000 Penalty: 5330.966797
	Iteration 9Q: 3 clusters Score -5627662 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -5628194.500000 Penalty: 5330.966797
	Iteration 10Q: 3 clusters Score -5628194 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41463 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -5628630.000000 Penalty: 5330.966797
	Iteration 11Q: 3 clusters Score -5628630 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -5628925.000000 Penalty: 5330.966797
	Iteration 12Q: 3 clusters Score -5628925 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -5629155.000000 Penalty: 5330.966797
	Iteration 13Q: 3 clusters Score -5629155 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42587 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -5629321.000000 Penalty: 5330.966797
	Iteration 14Q: 3 clusters Score -5629321 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42808 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -5629446.000000 Penalty: 5330.966797
	Iteration 15Q: 3 clusters Score -5629446 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42981 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -5629537.000000 Penalty: 5330.966797
	Iteration 16Q: 3 clusters Score -5629537 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43110 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -5629602.500000 Penalty: 5330.966797
	Iteration 17Q: 3 clusters Score -5629602 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43220 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -5629660.500000 Penalty: 5330.966797
	Iteration 18Q: 3 clusters Score -5629660 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43316 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -5629718.000000 Penalty: 5330.966797
	Iteration 19Q: 3 clusters Score -5629718 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43418 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -5629764.000000 Penalty: 5330.966797
	Iteration 20F: 3 clusters Score -5629764 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43508 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -5629806.500000 Penalty: 5330.966797
	Iteration 21Q: 3 clusters Score -5629806 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43587 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -5629837.000000 Penalty: 5330.966797
	Iteration 22Q: 3 clusters Score -5629837 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43637 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -5629868.000000 Penalty: 5330.966797
	Iteration 23Q: 3 clusters Score -5629868 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43673 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -5629867.000000 Penalty: 5330.966797
	Iteration 24Q: 3 clusters Score -5629867 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43707 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -5629863.500000 Penalty: 5330.966797
	Iteration 25Q: 3 clusters Score -5629864 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -5629880.000000 Penalty: 5330.966797
	Iteration 26Q: 3 clusters Score -5629880 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43776 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -5629885.500000 Penalty: 5330.966797
	Iteration 27Q: 3 clusters Score -5629886 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43811 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -5629894.500000 Penalty: 5330.966797
	Iteration 28Q: 3 clusters Score -5629894 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43845 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -5629904.500000 Penalty: 5330.966797
	Iteration 29Q: 3 clusters Score -5629904 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43873 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -5629903.500000 Penalty: 5330.966797
	Iteration 30Q: 3 clusters Score -5629904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43894 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -5629910.500000 Penalty: 5330.966797
	Iteration 31Q: 3 clusters Score -5629910 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43914 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -5629916.000000 Penalty: 5330.966797
	Iteration 32Q: 3 clusters Score -5629916 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43920 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -5629911.500000 Penalty: 5330.966797
	Iteration 33Q: 3 clusters Score -5629912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43927 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -5629915.500000 Penalty: 5330.966797
	Iteration 34Q: 3 clusters Score -5629916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43932 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -5629908.500000 Penalty: 5330.966797
	Iteration 35Q: 3 clusters Score -5629908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43936 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -5629905.500000 Penalty: 5330.966797
	Iteration 36Q: 3 clusters Score -5629906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43941 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -5629918.000000 Penalty: 5330.966797
	Iteration 37Q: 3 clusters Score -5629918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43943 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -5629916.500000 Penalty: 5330.966797
	Iteration 38Q: 3 clusters Score -5629916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43945 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -5629916.000000 Penalty: 5330.966797
	Iteration 39Q: 3 clusters Score -5629916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43950 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -5629920.000000 Penalty: 5330.966797
	Iteration 40F: 3 clusters Score -5629920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43952 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -5629918.000000 Penalty: 5330.966797
	Iteration 41Q: 3 clusters Score -5629918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43956 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -5629922.500000 Penalty: 5330.966797
	Iteration 42Q: 3 clusters Score -5629922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43958 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -5629925.000000 Penalty: 5330.966797
	Iteration 43Q: 3 clusters Score -5629925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43958 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -5629925.000000 Penalty: 5330.966797
	Iteration 44F: 3 clusters Score -5629925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Entering Unmasked Estep 
Score: -214838.046875 Penalty: 1894.273193
	Iteration 0F: 2 clusters Score -214838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -212333.859375 Penalty: 3788.546387
	Iteration 0F: 3 clusters Score -212333.9 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -214091.828125 Penalty: 3788.546387
	Iteration 1F: 3 clusters Score -214091.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -215287.625000 Penalty: 3788.546387
	Iteration 2F: 3 clusters Score -215287.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -215866.859375 Penalty: 3788.546387
	Iteration 3F: 3 clusters Score -215866.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -216093.000000 Penalty: 3788.546387
	Iteration 4Q: 3 clusters Score -216093 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -216218.593750 Penalty: 3788.546387
	Iteration 5Q: 3 clusters Score -216218.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -216313.593750 Penalty: 3788.546387
	Iteration 6Q: 3 clusters Score -216313.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -216407.718750 Penalty: 3788.546387
	Iteration 7Q: 3 clusters Score -216407.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -216485.968750 Penalty: 3788.546387
	Iteration 8Q: 3 clusters Score -216486 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -216580.609375 Penalty: 3788.546387
	Iteration 9Q: 3 clusters Score -216580.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -216709.296875 Penalty: 3788.546387
	Iteration 10Q: 3 clusters Score -216709.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -216841.328125 Penalty: 3788.546387
	Iteration 11Q: 3 clusters Score -216841.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -216932.250000 Penalty: 3788.546387
	Iteration 12Q: 3 clusters Score -216932.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -216990.515625 Penalty: 3788.546387
	Iteration 13Q: 3 clusters Score -216990.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -217049.921875 Penalty: 3788.546387
	Iteration 14Q: 3 clusters Score -217049.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -217092.703125 Penalty: 3788.546387
	Iteration 15Q: 3 clusters Score -217092.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -217110.171875 Penalty: 3788.546387
	Iteration 16Q: 3 clusters Score -217110.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -217126.453125 Penalty: 3788.546387
	Iteration 17Q: 3 clusters Score -217126.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -217136.187500 Penalty: 3788.546387
	Iteration 18Q: 3 clusters Score -217136.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -217141.421875 Penalty: 3788.546387
	Iteration 19Q: 3 clusters Score -217141.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -217204.515625 Penalty: 3788.546387
	Iteration 20F: 3 clusters Score -217204.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -217533.640625 Penalty: 3788.546387
	Iteration 21Q: 3 clusters Score -217533.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -217665.515625 Penalty: 3788.546387
	Iteration 22Q: 3 clusters Score -217665.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -217669.390625 Penalty: 3788.546387
	Iteration 23Q: 3 clusters Score -217669.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -217669.390625 Penalty: 3788.546387
	Iteration 24F: 3 clusters Score -217669.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 58258 members 
Mstep: Class 2 contains 159018 members 
Mstep: Class 3 contains 6937 members 
Mstep: Class 4 contains 186647 members 
Mstep: Class 5 contains 4793 members 
Mstep: Class 6 contains 757 members 
Mstep: Class 7 contains 25691 members 
Mstep: Class 8 contains 17092 members 
Mstep: Class 9 contains 168013 members 
Mstep: Class 10 contains 4095 members 
Mstep: Class 11 contains 32584 members 
Mstep: Class 12 contains 6147 members 
Mstep: Class 13 contains 16957 members 
Mstep: Class 14 contains 7889 members 
Mstep: Class 15 contains 8252 members 
Mstep: Class 16 contains 7315 members 
Mstep: Class 17 contains 87693 members 
Mstep: Class 18 contains 5508 members 
Mstep: Class 19 contains 13444 members 
Mstep: Class 20 contains 3076 members 
Mstep: Class 21 contains 290062 members 
Mstep: Class 22 contains 46533 members 
Mstep: Class 23 contains 1051 members 
Mstep: Class 24 contains 280545 members 
Mstep: Class 25 contains 15852 members 
Mstep: Class 26 contains 19502 members 
Mstep: Class 27 contains 22073 members 
Mstep: Class 28 contains 11520 members 
Mstep: Class 29 contains 7852 members 
Mstep: Class 30 contains 43918 members 
Mstep: Class 31 contains 1966 members 
Mstep: Class 32 contains 10412 members 
Mstep: Class 33 contains 9505 members 
Mstep: Class 34 contains 213613 members 
Mstep: Class 35 contains 186744 members 
Mstep: Class 36 contains 7778 members 
Mstep: Class 37 contains 1025 members 
Entering Unmasked Estep 
Score: -235385776.000000 Penalty: 133086.203125
Splitting cluster 23 changes total score from -235381888.000000 to -235385776.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 24 (280545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280545 members 
Entering Unmasked Estep 
Score: -34167724.000000 Penalty: 3111.033447
	Iteration 0F: 2 clusters Score -3.416772e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140392 members 
Mstep: Class 2 contains 140153 members 
Entering Unmasked Estep 
Score: -34000028.000000 Penalty: 6222.066895
	Iteration 0F: 3 clusters Score -3.400003e+07 nChanged 136024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143864 members 
Mstep: Class 2 contains 136681 members 
Entering Unmasked Estep 
Score: -34079732.000000 Penalty: 6222.066895
	Iteration 1F: 3 clusters Score -3.407973e+07 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146082 members 
Mstep: Class 2 contains 134463 members 
Entering Unmasked Estep 
Score: -34081000.000000 Penalty: 6222.066895
	Iteration 2Q: 3 clusters Score -3.4081e+07 nChanged 7815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149743 members 
Mstep: Class 2 contains 130802 members 
Entering Unmasked Estep 
Score: -34082672.000000 Penalty: 6222.066895
	Iteration 3Q: 3 clusters Score -3.408267e+07 nChanged 8981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155430 members 
Mstep: Class 2 contains 125115 members 
Entering Unmasked Estep 
Score: -34084828.000000 Penalty: 6222.066895
	Iteration 4Q: 3 clusters Score -3.408483e+07 nChanged 11466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164510 members 
Mstep: Class 2 contains 116035 members 
Entering Unmasked Estep 
Score: -34089164.000000 Penalty: 6222.066895
	Iteration 5Q: 3 clusters Score -3.408916e+07 nChanged 15149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178097 members 
Mstep: Class 2 contains 102448 members 
Entering Unmasked Estep 
Score: -34096448.000000 Penalty: 6222.066895
	Iteration 6F: 3 clusters Score -3.409645e+07 nChanged 19472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196615 members 
Mstep: Class 2 contains 83930 members 
Entering Unmasked Estep 
Score: -34107252.000000 Penalty: 6222.066895
	Iteration 7F: 3 clusters Score -3.410725e+07 nChanged 22458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218259 members 
Mstep: Class 2 contains 62286 members 
Entering Unmasked Estep 
Score: -34120276.000000 Penalty: 6222.066895
	Iteration 8F: 3 clusters Score -3.412028e+07 nChanged 21187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238848 members 
Mstep: Class 2 contains 41697 members 
Entering Unmasked Estep 
Score: -34134360.000000 Penalty: 6222.066895
	Iteration 9F: 3 clusters Score -3.413436e+07 nChanged 17111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255627 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -34146896.000000 Penalty: 6222.066895
	Iteration 10F: 3 clusters Score -3.41469e+07 nChanged 11371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266880 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -34155252.000000 Penalty: 6222.066895
	Iteration 11Q: 3 clusters Score -3.415525e+07 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273352 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -34160112.000000 Penalty: 6222.066895
	Iteration 12Q: 3 clusters Score -3.416011e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276691 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -34162696.000000 Penalty: 6222.066895
	Iteration 13Q: 3 clusters Score -3.41627e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278258 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -34164032.000000 Penalty: 6222.066895
	Iteration 14Q: 3 clusters Score -3.416403e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278982 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -34164696.000000 Penalty: 6222.066895
	Iteration 15Q: 3 clusters Score -3.41647e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279255 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -34165000.000000 Penalty: 6222.066895
	Iteration 16Q: 3 clusters Score -3.4165e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279390 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -34165120.000000 Penalty: 6222.066895
	Iteration 17Q: 3 clusters Score -3.416512e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279448 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -34165160.000000 Penalty: 6222.066895
	Iteration 18Q: 3 clusters Score -3.416516e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279484 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -34165204.000000 Penalty: 6222.066895
	Iteration 19Q: 3 clusters Score -3.41652e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279511 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -34165292.000000 Penalty: 6222.066895
	Iteration 20F: 3 clusters Score -3.416529e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279529 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -34165284.000000 Penalty: 6222.066895
	Iteration 21Q: 3 clusters Score -3.416528e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279538 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -34165332.000000 Penalty: 6222.066895
	Iteration 22Q: 3 clusters Score -3.416533e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279542 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -34165332.000000 Penalty: 6222.066895
	Iteration 23Q: 3 clusters Score -3.416533e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279544 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -34165368.000000 Penalty: 6222.066895
	Iteration 24Q: 3 clusters Score -3.416537e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279547 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -34165372.000000 Penalty: 6222.066895
	Iteration 25Q: 3 clusters Score -3.416537e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279552 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -34165380.000000 Penalty: 6222.066895
	Iteration 26Q: 3 clusters Score -3.416538e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279552 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -34165408.000000 Penalty: 6222.066895
	Iteration 27Q: 3 clusters Score -3.416541e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279552 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -34165412.000000 Penalty: 6222.066895
	Iteration 28Q: 3 clusters Score -3.416541e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279552 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -34165420.000000 Penalty: 6222.066895
	Iteration 29Q: 3 clusters Score -3.416542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279549 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -34165412.000000 Penalty: 6222.066895
	Iteration 30Q: 3 clusters Score -3.416541e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279548 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -34165436.000000 Penalty: 6222.066895
	Iteration 31Q: 3 clusters Score -3.416544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279547 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -34165424.000000 Penalty: 6222.066895
	Iteration 32Q: 3 clusters Score -3.416542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279547 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -34165436.000000 Penalty: 6222.066895
	Iteration 33Q: 3 clusters Score -3.416544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279546 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -34165428.000000 Penalty: 6222.066895
	Iteration 34Q: 3 clusters Score -3.416543e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279544 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -34165416.000000 Penalty: 6222.066895
	Iteration 35Q: 3 clusters Score -3.416542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279546 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -34165396.000000 Penalty: 6222.066895
	Iteration 36Q: 3 clusters Score -3.41654e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279543 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -34165416.000000 Penalty: 6222.066895
	Iteration 37Q: 3 clusters Score -3.416542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279543 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -34165408.000000 Penalty: 6222.066895
	Iteration 38Q: 3 clusters Score -3.416541e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279545 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -34165412.000000 Penalty: 6222.066895
	Iteration 39Q: 3 clusters Score -3.416541e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279547 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -34165420.000000 Penalty: 6222.066895
	Iteration 40F: 3 clusters Score -3.416542e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279551 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -34165440.000000 Penalty: 6222.066895
	Iteration 41Q: 3 clusters Score -3.416544e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279553 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -34165428.000000 Penalty: 6222.066895
	Iteration 42Q: 3 clusters Score -3.416543e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279554 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -34165416.000000 Penalty: 6222.066895
	Iteration 43Q: 3 clusters Score -3.416542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279556 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -34165436.000000 Penalty: 6222.066895
	Iteration 44Q: 3 clusters Score -3.416544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279558 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -34165444.000000 Penalty: 6222.066895
	Iteration 45Q: 3 clusters Score -3.416544e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279561 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -34165440.000000 Penalty: 6222.066895
	Iteration 46Q: 3 clusters Score -3.416544e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279565 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -34165436.000000 Penalty: 6222.066895
	Iteration 47Q: 3 clusters Score -3.416544e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279563 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -34165444.000000 Penalty: 6222.066895
	Iteration 48Q: 3 clusters Score -3.416544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279562 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -34165440.000000 Penalty: 6222.066895
	Iteration 49Q: 3 clusters Score -3.416544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279561 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -34165440.000000 Penalty: 6222.066895
	Iteration 50Q: 3 clusters Score -3.416544e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279561 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -34165440.000000 Penalty: 6222.066895
	Iteration 51F: 3 clusters Score -3.416544e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Entering Unmasked Estep 
Score: -1901625.250000 Penalty: 2398.420654
	Iteration 0F: 2 clusters Score -1901625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1890123.375000 Penalty: 4796.841309
	Iteration 0F: 3 clusters Score -1890123 nChanged 6927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1893784.500000 Penalty: 4796.841309
	Iteration 1F: 3 clusters Score -1893784 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1894199.000000 Penalty: 4796.841309
	Iteration 2F: 3 clusters Score -1894199 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1894550.375000 Penalty: 4796.841309
	Iteration 3F: 3 clusters Score -1894550 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1894895.750000 Penalty: 4796.841309
	Iteration 4Q: 3 clusters Score -1894896 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1895195.125000 Penalty: 4796.841309
	Iteration 5Q: 3 clusters Score -1895195 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1895476.375000 Penalty: 4796.841309
	Iteration 6Q: 3 clusters Score -1895476 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1895737.500000 Penalty: 4796.841309
	Iteration 7Q: 3 clusters Score -1895738 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1895978.125000 Penalty: 4796.841309
	Iteration 8Q: 3 clusters Score -1895978 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1896211.625000 Penalty: 4796.841309
	Iteration 9Q: 3 clusters Score -1896212 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1896454.250000 Penalty: 4796.841309
	Iteration 10Q: 3 clusters Score -1896454 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1896682.750000 Penalty: 4796.841309
	Iteration 11Q: 3 clusters Score -1896683 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1896916.000000 Penalty: 4796.841309
	Iteration 12Q: 3 clusters Score -1896916 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1897143.750000 Penalty: 4796.841309
	Iteration 13Q: 3 clusters Score -1897144 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1897421.000000 Penalty: 4796.841309
	Iteration 14Q: 3 clusters Score -1897421 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1897698.750000 Penalty: 4796.841309
	Iteration 15Q: 3 clusters Score -1897699 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1898003.000000 Penalty: 4796.841309
	Iteration 16Q: 3 clusters Score -1898003 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -1898357.375000 Penalty: 4796.841309
	Iteration 17Q: 3 clusters Score -1898357 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -1898792.250000 Penalty: 4796.841309
	Iteration 18Q: 3 clusters Score -1898792 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -1899257.875000 Penalty: 4796.841309
	Iteration 19Q: 3 clusters Score -1899258 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -1899599.000000 Penalty: 4796.841309
	Iteration 20F: 3 clusters Score -1899599 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -1899799.125000 Penalty: 4796.841309
	Iteration 21Q: 3 clusters Score -1899799 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1899878.375000 Penalty: 4796.841309
	Iteration 22Q: 3 clusters Score -1899878 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -1899930.250000 Penalty: 4796.841309
	Iteration 23Q: 3 clusters Score -1899930 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -1899955.250000 Penalty: 4796.841309
	Iteration 24Q: 3 clusters Score -1899955 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -1899974.125000 Penalty: 4796.841309
	Iteration 25Q: 3 clusters Score -1899974 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -1899986.750000 Penalty: 4796.841309
	Iteration 26Q: 3 clusters Score -1899987 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -1899997.250000 Penalty: 4796.841309
	Iteration 27Q: 3 clusters Score -1899997 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -1900003.875000 Penalty: 4796.841309
	Iteration 28Q: 3 clusters Score -1900004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -1899999.750000 Penalty: 4796.841309
	Iteration 29Q: 3 clusters Score -1900000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -1900005.375000 Penalty: 4796.841309
	Iteration 30Q: 3 clusters Score -1900005 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -1900012.750000 Penalty: 4796.841309
	Iteration 31Q: 3 clusters Score -1900013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -1900012.875000 Penalty: 4796.841309
	Iteration 32Q: 3 clusters Score -1900013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -1900009.375000 Penalty: 4796.841309
	Iteration 33Q: 3 clusters Score -1900009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -1900009.875000 Penalty: 4796.841309
	Iteration 34Q: 3 clusters Score -1900010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -1900009.875000 Penalty: 4796.841309
	Iteration 35F: 3 clusters Score -1900010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (19502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Entering Unmasked Estep 
Score: -2290683.250000 Penalty: 2449.811523
	Iteration 0F: 2 clusters Score -2290683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -2276942.750000 Penalty: 4899.623047
	Iteration 0F: 3 clusters Score -2276943 nChanged 8569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -2281521.750000 Penalty: 4899.623047
	Iteration 1F: 3 clusters Score -2281522 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -2281974.750000 Penalty: 4899.623047
	Iteration 2F: 3 clusters Score -2281975 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -2282317.000000 Penalty: 4899.623047
	Iteration 3Q: 3 clusters Score -2282317 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -2282587.500000 Penalty: 4899.623047
	Iteration 4Q: 3 clusters Score -2282588 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -2282843.750000 Penalty: 4899.623047
	Iteration 5Q: 3 clusters Score -2282844 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -2283126.750000 Penalty: 4899.623047
	Iteration 6Q: 3 clusters Score -2283127 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -2283463.750000 Penalty: 4899.623047
	Iteration 7Q: 3 clusters Score -2283464 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -2283863.750000 Penalty: 4899.623047
	Iteration 8Q: 3 clusters Score -2283864 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -2284370.000000 Penalty: 4899.623047
	Iteration 9Q: 3 clusters Score -2284370 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -2285003.000000 Penalty: 4899.623047
	Iteration 10F: 3 clusters Score -2285003 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -2285645.000000 Penalty: 4899.623047
	Iteration 11Q: 3 clusters Score -2285645 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2286348.250000 Penalty: 4899.623047
	Iteration 12Q: 3 clusters Score -2286348 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2287000.250000 Penalty: 4899.623047
	Iteration 13Q: 3 clusters Score -2287000 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2287496.250000 Penalty: 4899.623047
	Iteration 14Q: 3 clusters Score -2287496 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2287845.250000 Penalty: 4899.623047
	Iteration 15Q: 3 clusters Score -2287845 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2288057.750000 Penalty: 4899.623047
	Iteration 16Q: 3 clusters Score -2288058 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2288204.500000 Penalty: 4899.623047
	Iteration 17Q: 3 clusters Score -2288204 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2288305.000000 Penalty: 4899.623047
	Iteration 18Q: 3 clusters Score -2288305 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2288372.250000 Penalty: 4899.623047
	Iteration 19Q: 3 clusters Score -2288372 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2288411.250000 Penalty: 4899.623047
	Iteration 20F: 3 clusters Score -2288411 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2288437.000000 Penalty: 4899.623047
	Iteration 21Q: 3 clusters Score -2288437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2288451.000000 Penalty: 4899.623047
	Iteration 22Q: 3 clusters Score -2288451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2288454.250000 Penalty: 4899.623047
	Iteration 23Q: 3 clusters Score -2288454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2288462.250000 Penalty: 4899.623047
	Iteration 24Q: 3 clusters Score -2288462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2288462.000000 Penalty: 4899.623047
	Iteration 25Q: 3 clusters Score -2288462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2288468.000000 Penalty: 4899.623047
	Iteration 26Q: 3 clusters Score -2288468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2288477.000000 Penalty: 4899.623047
	Iteration 27Q: 3 clusters Score -2288477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2288483.500000 Penalty: 4899.623047
	Iteration 28Q: 3 clusters Score -2288484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2288487.750000 Penalty: 4899.623047
	Iteration 29Q: 3 clusters Score -2288488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2288489.750000 Penalty: 4899.623047
	Iteration 30Q: 3 clusters Score -2288490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2288494.500000 Penalty: 4899.623047
	Iteration 31Q: 3 clusters Score -2288494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2288494.500000 Penalty: 4899.623047
	Iteration 32F: 3 clusters Score -2288494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (22073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Entering Unmasked Estep 
Score: -2620715.750000 Penalty: 2480.523438
	Iteration 0F: 2 clusters Score -2620716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -2605316.500000 Penalty: 4961.046875
	Iteration 0F: 3 clusters Score -2605316 nChanged 9808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -2611115.250000 Penalty: 4961.046875
	Iteration 1F: 3 clusters Score -2611115 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -2612319.000000 Penalty: 4961.046875
	Iteration 2F: 3 clusters Score -2612319 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -2613768.000000 Penalty: 4961.046875
	Iteration 3F: 3 clusters Score -2613768 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -2615166.000000 Penalty: 4961.046875
	Iteration 4F: 3 clusters Score -2615166 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -2616134.000000 Penalty: 4961.046875
	Iteration 5F: 3 clusters Score -2616134 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -2616709.000000 Penalty: 4961.046875
	Iteration 6F: 3 clusters Score -2616709 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -2617056.250000 Penalty: 4961.046875
	Iteration 7Q: 3 clusters Score -2617056 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -2617264.500000 Penalty: 4961.046875
	Iteration 8Q: 3 clusters Score -2617264 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -2617401.250000 Penalty: 4961.046875
	Iteration 9Q: 3 clusters Score -2617401 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -2617467.500000 Penalty: 4961.046875
	Iteration 10Q: 3 clusters Score -2617468 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -2617513.500000 Penalty: 4961.046875
	Iteration 11Q: 3 clusters Score -2617514 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -2617555.250000 Penalty: 4961.046875
	Iteration 12Q: 3 clusters Score -2617555 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -2617583.500000 Penalty: 4961.046875
	Iteration 13Q: 3 clusters Score -2617584 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -2617603.500000 Penalty: 4961.046875
	Iteration 14Q: 3 clusters Score -2617604 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -2617618.250000 Penalty: 4961.046875
	Iteration 15Q: 3 clusters Score -2617618 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -2617647.750000 Penalty: 4961.046875
	Iteration 16Q: 3 clusters Score -2617648 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -2617661.250000 Penalty: 4961.046875
	Iteration 17Q: 3 clusters Score -2617661 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -2617680.500000 Penalty: 4961.046875
	Iteration 18Q: 3 clusters Score -2617680 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -2617698.250000 Penalty: 4961.046875
	Iteration 19Q: 3 clusters Score -2617698 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -2617710.750000 Penalty: 4961.046875
	Iteration 20F: 3 clusters Score -2617711 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -2617713.250000 Penalty: 4961.046875
	Iteration 21Q: 3 clusters Score -2617713 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -2617732.750000 Penalty: 4961.046875
	Iteration 22Q: 3 clusters Score -2617733 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -2617745.250000 Penalty: 4961.046875
	Iteration 23Q: 3 clusters Score -2617745 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -2617748.750000 Penalty: 4961.046875
	Iteration 24Q: 3 clusters Score -2617749 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -2617760.000000 Penalty: 4961.046875
	Iteration 25Q: 3 clusters Score -2617760 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -2617777.000000 Penalty: 4961.046875
	Iteration 26Q: 3 clusters Score -2617777 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -2617798.750000 Penalty: 4961.046875
	Iteration 27Q: 3 clusters Score -2617799 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -2617812.750000 Penalty: 4961.046875
	Iteration 28Q: 3 clusters Score -2617813 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -2617844.250000 Penalty: 4961.046875
	Iteration 29Q: 3 clusters Score -2617844 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -2617892.000000 Penalty: 4961.046875
	Iteration 30Q: 3 clusters Score -2617892 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -2617915.000000 Penalty: 4961.046875
	Iteration 31Q: 3 clusters Score -2617915 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -2617959.750000 Penalty: 4961.046875
	Iteration 32Q: 3 clusters Score -2617960 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -2618014.500000 Penalty: 4961.046875
	Iteration 33Q: 3 clusters Score -2618014 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -2618075.000000 Penalty: 4961.046875
	Iteration 34Q: 3 clusters Score -2618075 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -2618121.750000 Penalty: 4961.046875
	Iteration 35Q: 3 clusters Score -2618122 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -2618193.500000 Penalty: 4961.046875
	Iteration 36Q: 3 clusters Score -2618194 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -2618267.500000 Penalty: 4961.046875
	Iteration 37Q: 3 clusters Score -2618268 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -2618342.000000 Penalty: 4961.046875
	Iteration 38Q: 3 clusters Score -2618342 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -2618412.000000 Penalty: 4961.046875
	Iteration 39Q: 3 clusters Score -2618412 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -2618462.750000 Penalty: 4961.046875
	Iteration 40F: 3 clusters Score -2618463 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -2618518.000000 Penalty: 4961.046875
	Iteration 41Q: 3 clusters Score -2618518 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -2618571.000000 Penalty: 4961.046875
	Iteration 42Q: 3 clusters Score -2618571 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2618598.750000 Penalty: 4961.046875
	Iteration 43Q: 3 clusters Score -2618599 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -2618646.750000 Penalty: 4961.046875
	Iteration 44Q: 3 clusters Score -2618647 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2618696.500000 Penalty: 4961.046875
	Iteration 45Q: 3 clusters Score -2618696 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2618724.000000 Penalty: 4961.046875
	Iteration 46Q: 3 clusters Score -2618724 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -2618747.750000 Penalty: 4961.046875
	Iteration 47Q: 3 clusters Score -2618748 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2618780.500000 Penalty: 4961.046875
	Iteration 48Q: 3 clusters Score -2618780 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2618806.750000 Penalty: 4961.046875
	Iteration 49Q: 3 clusters Score -2618807 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2618834.000000 Penalty: 4961.046875
	Iteration 50Q: 3 clusters Score -2618834 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2618850.250000 Penalty: 4961.046875
	Iteration 51Q: 3 clusters Score -2618850 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -2618861.250000 Penalty: 4961.046875
	Iteration 52Q: 3 clusters Score -2618861 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2618869.250000 Penalty: 4961.046875
	Iteration 53Q: 3 clusters Score -2618869 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2618875.750000 Penalty: 4961.046875
	Iteration 54Q: 3 clusters Score -2618876 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2618883.250000 Penalty: 4961.046875
	Iteration 55Q: 3 clusters Score -2618883 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2618887.000000 Penalty: 4961.046875
	Iteration 56Q: 3 clusters Score -2618887 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2618892.000000 Penalty: 4961.046875
	Iteration 57Q: 3 clusters Score -2618892 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2618901.250000 Penalty: 4961.046875
	Iteration 58Q: 3 clusters Score -2618901 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2618906.250000 Penalty: 4961.046875
	Iteration 59Q: 3 clusters Score -2618906 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2618911.500000 Penalty: 4961.046875
	Iteration 60F: 3 clusters Score -2618912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2618921.250000 Penalty: 4961.046875
	Iteration 61Q: 3 clusters Score -2618921 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2618915.000000 Penalty: 4961.046875
	Iteration 62Q: 3 clusters Score -2618915 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2618919.250000 Penalty: 4961.046875
	Iteration 63Q: 3 clusters Score -2618919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2618922.750000 Penalty: 4961.046875
	Iteration 64Q: 3 clusters Score -2618923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2618924.750000 Penalty: 4961.046875
	Iteration 65Q: 3 clusters Score -2618925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2618931.750000 Penalty: 4961.046875
	Iteration 66Q: 3 clusters Score -2618932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2618932.500000 Penalty: 4961.046875
	Iteration 67Q: 3 clusters Score -2618932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2618937.250000 Penalty: 4961.046875
	Iteration 68Q: 3 clusters Score -2618937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2618932.250000 Penalty: 4961.046875
	Iteration 69Q: 3 clusters Score -2618932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2618938.500000 Penalty: 4961.046875
	Iteration 70Q: 3 clusters Score -2618938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2618937.250000 Penalty: 4961.046875
	Iteration 71Q: 3 clusters Score -2618937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2618937.500000 Penalty: 4961.046875
	Iteration 72Q: 3 clusters Score -2618938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2618941.750000 Penalty: 4961.046875
	Iteration 73Q: 3 clusters Score -2618942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2618938.750000 Penalty: 4961.046875
	Iteration 74Q: 3 clusters Score -2618939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2618938.000000 Penalty: 4961.046875
	Iteration 75Q: 3 clusters Score -2618938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2618939.750000 Penalty: 4961.046875
	Iteration 76Q: 3 clusters Score -2618940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2618939.750000 Penalty: 4961.046875
	Iteration 77F: 3 clusters Score -2618940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Entering Unmasked Estep 
Score: -1336651.375000 Penalty: 2319.256348
	Iteration 0F: 2 clusters Score -1336651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1327944.250000 Penalty: 4638.512695
	Iteration 0F: 3 clusters Score -1327944 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1330584.625000 Penalty: 4638.512695
	Iteration 1F: 3 clusters Score -1330585 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1330953.250000 Penalty: 4638.512695
	Iteration 2F: 3 clusters Score -1330953 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1331225.125000 Penalty: 4638.512695
	Iteration 3F: 3 clusters Score -1331225 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1331479.625000 Penalty: 4638.512695
	Iteration 4Q: 3 clusters Score -1331480 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1331744.000000 Penalty: 4638.512695
	Iteration 5Q: 3 clusters Score -1331744 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1332043.375000 Penalty: 4638.512695
	Iteration 6Q: 3 clusters Score -1332043 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1332318.375000 Penalty: 4638.512695
	Iteration 7Q: 3 clusters Score -1332318 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1332586.750000 Penalty: 4638.512695
	Iteration 8Q: 3 clusters Score -1332587 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1332867.125000 Penalty: 4638.512695
	Iteration 9Q: 3 clusters Score -1332867 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1333162.000000 Penalty: 4638.512695
	Iteration 10Q: 3 clusters Score -1333162 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1333450.375000 Penalty: 4638.512695
	Iteration 11Q: 3 clusters Score -1333450 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1333690.125000 Penalty: 4638.512695
	Iteration 12Q: 3 clusters Score -1333690 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1333878.375000 Penalty: 4638.512695
	Iteration 13Q: 3 clusters Score -1333878 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1334028.375000 Penalty: 4638.512695
	Iteration 14Q: 3 clusters Score -1334028 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1334136.125000 Penalty: 4638.512695
	Iteration 15Q: 3 clusters Score -1334136 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1334231.125000 Penalty: 4638.512695
	Iteration 16Q: 3 clusters Score -1334231 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1334319.000000 Penalty: 4638.512695
	Iteration 17Q: 3 clusters Score -1334319 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1334384.375000 Penalty: 4638.512695
	Iteration 18Q: 3 clusters Score -1334384 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1334439.250000 Penalty: 4638.512695
	Iteration 19Q: 3 clusters Score -1334439 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1334495.000000 Penalty: 4638.512695
	Iteration 20F: 3 clusters Score -1334495 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1334535.125000 Penalty: 4638.512695
	Iteration 21Q: 3 clusters Score -1334535 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1334583.250000 Penalty: 4638.512695
	Iteration 22Q: 3 clusters Score -1334583 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1334622.750000 Penalty: 4638.512695
	Iteration 23Q: 3 clusters Score -1334623 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1334650.375000 Penalty: 4638.512695
	Iteration 24Q: 3 clusters Score -1334650 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1334677.500000 Penalty: 4638.512695
	Iteration 25Q: 3 clusters Score -1334678 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1334705.000000 Penalty: 4638.512695
	Iteration 26Q: 3 clusters Score -1334705 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1334731.250000 Penalty: 4638.512695
	Iteration 27Q: 3 clusters Score -1334731 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1334750.750000 Penalty: 4638.512695
	Iteration 28Q: 3 clusters Score -1334751 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1334768.750000 Penalty: 4638.512695
	Iteration 29Q: 3 clusters Score -1334769 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1334781.375000 Penalty: 4638.512695
	Iteration 30Q: 3 clusters Score -1334781 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1334799.875000 Penalty: 4638.512695
	Iteration 31Q: 3 clusters Score -1334800 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1334811.500000 Penalty: 4638.512695
	Iteration 32Q: 3 clusters Score -1334812 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1334824.375000 Penalty: 4638.512695
	Iteration 33Q: 3 clusters Score -1334824 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1334841.500000 Penalty: 4638.512695
	Iteration 34Q: 3 clusters Score -1334842 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1334852.000000 Penalty: 4638.512695
	Iteration 35Q: 3 clusters Score -1334852 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1334858.500000 Penalty: 4638.512695
	Iteration 36Q: 3 clusters Score -1334858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1334862.625000 Penalty: 4638.512695
	Iteration 37Q: 3 clusters Score -1334863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1334864.500000 Penalty: 4638.512695
	Iteration 38Q: 3 clusters Score -1334864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1334867.625000 Penalty: 4638.512695
	Iteration 39Q: 3 clusters Score -1334868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1334869.750000 Penalty: 4638.512695
	Iteration 40F: 3 clusters Score -1334870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1334871.625000 Penalty: 4638.512695
	Iteration 41Q: 3 clusters Score -1334872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1334875.125000 Penalty: 4638.512695
	Iteration 42Q: 3 clusters Score -1334875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1334879.625000 Penalty: 4638.512695
	Iteration 43Q: 3 clusters Score -1334880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1334885.625000 Penalty: 4638.512695
	Iteration 44Q: 3 clusters Score -1334886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1334895.875000 Penalty: 4638.512695
	Iteration 45Q: 3 clusters Score -1334896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1334899.125000 Penalty: 4638.512695
	Iteration 46Q: 3 clusters Score -1334899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1334900.125000 Penalty: 4638.512695
	Iteration 47Q: 3 clusters Score -1334900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1334907.750000 Penalty: 4638.512695
	Iteration 48Q: 3 clusters Score -1334908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1334915.375000 Penalty: 4638.512695
	Iteration 49Q: 3 clusters Score -1334915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1334920.750000 Penalty: 4638.512695
	Iteration 50Q: 3 clusters Score -1334921 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1334928.625000 Penalty: 4638.512695
	Iteration 51Q: 3 clusters Score -1334929 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1334937.250000 Penalty: 4638.512695
	Iteration 52Q: 3 clusters Score -1334937 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1334944.000000 Penalty: 4638.512695
	Iteration 53Q: 3 clusters Score -1334944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1334948.625000 Penalty: 4638.512695
	Iteration 54Q: 3 clusters Score -1334949 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1334956.250000 Penalty: 4638.512695
	Iteration 55Q: 3 clusters Score -1334956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1334960.375000 Penalty: 4638.512695
	Iteration 56Q: 3 clusters Score -1334960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1334965.125000 Penalty: 4638.512695
	Iteration 57Q: 3 clusters Score -1334965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1334971.000000 Penalty: 4638.512695
	Iteration 58Q: 3 clusters Score -1334971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1334976.750000 Penalty: 4638.512695
	Iteration 59Q: 3 clusters Score -1334977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1334979.750000 Penalty: 4638.512695
	Iteration 60F: 3 clusters Score -1334980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1334983.875000 Penalty: 4638.512695
	Iteration 61Q: 3 clusters Score -1334984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1334983.750000 Penalty: 4638.512695
	Iteration 62Q: 3 clusters Score -1334984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1334984.750000 Penalty: 4638.512695
	Iteration 63Q: 3 clusters Score -1334985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1334984.500000 Penalty: 4638.512695
	Iteration 64Q: 3 clusters Score -1334984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1334983.000000 Penalty: 4638.512695
	Iteration 65Q: 3 clusters Score -1334983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1334986.875000 Penalty: 4638.512695
	Iteration 66Q: 3 clusters Score -1334987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1334987.625000 Penalty: 4638.512695
	Iteration 67Q: 3 clusters Score -1334988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1334987.125000 Penalty: 4638.512695
	Iteration 68Q: 3 clusters Score -1334987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1334985.625000 Penalty: 4638.512695
	Iteration 69Q: 3 clusters Score -1334986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1334986.500000 Penalty: 4638.512695
	Iteration 70Q: 3 clusters Score -1334986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1334986.875000 Penalty: 4638.512695
	Iteration 71Q: 3 clusters Score -1334987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1334988.750000 Penalty: 4638.512695
	Iteration 72Q: 3 clusters Score -1334989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1334988.750000 Penalty: 4638.512695
	Iteration 73F: 3 clusters Score -1334989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Entering Unmasked Estep 
Score: -871514.062500 Penalty: 2224.193848
	Iteration 0F: 2 clusters Score -871514.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -865244.562500 Penalty: 4448.387695
	Iteration 0F: 3 clusters Score -865244.6 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -867172.625000 Penalty: 4448.387695
	Iteration 1F: 3 clusters Score -867172.6 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -867625.062500 Penalty: 4448.387695
	Iteration 2F: 3 clusters Score -867625.1 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -867947.250000 Penalty: 4448.387695
	Iteration 3F: 3 clusters Score -867947.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -868235.375000 Penalty: 4448.387695
	Iteration 4F: 3 clusters Score -868235.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -868505.750000 Penalty: 4448.387695
	Iteration 5Q: 3 clusters Score -868505.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -868786.812500 Penalty: 4448.387695
	Iteration 6F: 3 clusters Score -868786.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -869013.187500 Penalty: 4448.387695
	Iteration 7Q: 3 clusters Score -869013.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -869228.687500 Penalty: 4448.387695
	Iteration 8Q: 3 clusters Score -869228.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -869430.812500 Penalty: 4448.387695
	Iteration 9Q: 3 clusters Score -869430.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -869590.375000 Penalty: 4448.387695
	Iteration 10Q: 3 clusters Score -869590.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -869721.125000 Penalty: 4448.387695
	Iteration 11Q: 3 clusters Score -869721.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -869829.000000 Penalty: 4448.387695
	Iteration 12Q: 3 clusters Score -869829 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -869928.875000 Penalty: 4448.387695
	Iteration 13Q: 3 clusters Score -869928.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -870021.875000 Penalty: 4448.387695
	Iteration 14Q: 3 clusters Score -870021.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -870097.812500 Penalty: 4448.387695
	Iteration 15Q: 3 clusters Score -870097.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -870154.875000 Penalty: 4448.387695
	Iteration 16Q: 3 clusters Score -870154.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -870198.500000 Penalty: 4448.387695
	Iteration 17Q: 3 clusters Score -870198.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -870241.125000 Penalty: 4448.387695
	Iteration 18Q: 3 clusters Score -870241.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -870276.562500 Penalty: 4448.387695
	Iteration 19Q: 3 clusters Score -870276.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -870300.062500 Penalty: 4448.387695
	Iteration 20F: 3 clusters Score -870300.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -870327.875000 Penalty: 4448.387695
	Iteration 21Q: 3 clusters Score -870327.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -870349.312500 Penalty: 4448.387695
	Iteration 22Q: 3 clusters Score -870349.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -870369.312500 Penalty: 4448.387695
	Iteration 23Q: 3 clusters Score -870369.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -870385.312500 Penalty: 4448.387695
	Iteration 24Q: 3 clusters Score -870385.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -870398.687500 Penalty: 4448.387695
	Iteration 25Q: 3 clusters Score -870398.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -870411.562500 Penalty: 4448.387695
	Iteration 26Q: 3 clusters Score -870411.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -870424.125000 Penalty: 4448.387695
	Iteration 27Q: 3 clusters Score -870424.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -870447.437500 Penalty: 4448.387695
	Iteration 28Q: 3 clusters Score -870447.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -870465.562500 Penalty: 4448.387695
	Iteration 29Q: 3 clusters Score -870465.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -870488.562500 Penalty: 4448.387695
	Iteration 30Q: 3 clusters Score -870488.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -870505.375000 Penalty: 4448.387695
	Iteration 31Q: 3 clusters Score -870505.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -870514.437500 Penalty: 4448.387695
	Iteration 32Q: 3 clusters Score -870514.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -870520.875000 Penalty: 4448.387695
	Iteration 33Q: 3 clusters Score -870520.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -870529.812500 Penalty: 4448.387695
	Iteration 34Q: 3 clusters Score -870529.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -870540.812500 Penalty: 4448.387695
	Iteration 35Q: 3 clusters Score -870540.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -870549.500000 Penalty: 4448.387695
	Iteration 36Q: 3 clusters Score -870549.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -870557.187500 Penalty: 4448.387695
	Iteration 37Q: 3 clusters Score -870557.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -870560.562500 Penalty: 4448.387695
	Iteration 38Q: 3 clusters Score -870560.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -870563.875000 Penalty: 4448.387695
	Iteration 39Q: 3 clusters Score -870563.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -870566.187500 Penalty: 4448.387695
	Iteration 40F: 3 clusters Score -870566.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -870569.812500 Penalty: 4448.387695
	Iteration 41Q: 3 clusters Score -870569.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -870570.750000 Penalty: 4448.387695
	Iteration 42Q: 3 clusters Score -870570.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -870572.687500 Penalty: 4448.387695
	Iteration 43Q: 3 clusters Score -870572.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -870572.687500 Penalty: 4448.387695
	Iteration 44F: 3 clusters Score -870572.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (43918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43918 members 
Entering Unmasked Estep 
Score: -4936222.500000 Penalty: 2651.139648
	Iteration 0F: 2 clusters Score -4936222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -4906686.500000 Penalty: 5302.279297
	Iteration 0F: 3 clusters Score -4906686 nChanged 20123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -4918792.500000 Penalty: 5302.279297
	Iteration 1F: 3 clusters Score -4918792 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -4920282.500000 Penalty: 5302.279297
	Iteration 2F: 3 clusters Score -4920282 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -4921776.000000 Penalty: 5302.279297
	Iteration 3F: 3 clusters Score -4921776 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -4923250.000000 Penalty: 5302.279297
	Iteration 4F: 3 clusters Score -4923250 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -4924672.000000 Penalty: 5302.279297
	Iteration 5F: 3 clusters Score -4924672 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -4925817.000000 Penalty: 5302.279297
	Iteration 6F: 3 clusters Score -4925817 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -4926865.000000 Penalty: 5302.279297
	Iteration 7Q: 3 clusters Score -4926865 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -4927768.500000 Penalty: 5302.279297
	Iteration 8Q: 3 clusters Score -4927768 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28724 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -4928718.500000 Penalty: 5302.279297
	Iteration 9Q: 3 clusters Score -4928718 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29891 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -4929647.500000 Penalty: 5302.279297
	Iteration 10Q: 3 clusters Score -4929648 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -4930506.000000 Penalty: 5302.279297
	Iteration 11Q: 3 clusters Score -4930506 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -4931278.500000 Penalty: 5302.279297
	Iteration 12Q: 3 clusters Score -4931278 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -4931821.500000 Penalty: 5302.279297
	Iteration 13Q: 3 clusters Score -4931822 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -4932261.000000 Penalty: 5302.279297
	Iteration 14Q: 3 clusters Score -4932261 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34551 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -4932655.500000 Penalty: 5302.279297
	Iteration 15Q: 3 clusters Score -4932656 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35257 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -4933017.500000 Penalty: 5302.279297
	Iteration 16Q: 3 clusters Score -4933018 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35926 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -4933303.500000 Penalty: 5302.279297
	Iteration 17Q: 3 clusters Score -4933304 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36523 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -4933603.000000 Penalty: 5302.279297
	Iteration 18Q: 3 clusters Score -4933603 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37118 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -4933930.500000 Penalty: 5302.279297
	Iteration 19Q: 3 clusters Score -4933930 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37694 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -4934244.500000 Penalty: 5302.279297
	Iteration 20F: 3 clusters Score -4934244 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38202 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -4934526.000000 Penalty: 5302.279297
	Iteration 21Q: 3 clusters Score -4934526 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -4934720.500000 Penalty: 5302.279297
	Iteration 22Q: 3 clusters Score -4934720 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38961 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -4934876.500000 Penalty: 5302.279297
	Iteration 23Q: 3 clusters Score -4934876 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39261 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -4934989.500000 Penalty: 5302.279297
	Iteration 24Q: 3 clusters Score -4934990 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39515 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -4935071.500000 Penalty: 5302.279297
	Iteration 25Q: 3 clusters Score -4935072 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39747 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -4935147.000000 Penalty: 5302.279297
	Iteration 26Q: 3 clusters Score -4935147 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39952 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -4935206.500000 Penalty: 5302.279297
	Iteration 27Q: 3 clusters Score -4935206 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -4935264.000000 Penalty: 5302.279297
	Iteration 28Q: 3 clusters Score -4935264 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40293 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -4935290.500000 Penalty: 5302.279297
	Iteration 29Q: 3 clusters Score -4935290 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40432 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -4935350.500000 Penalty: 5302.279297
	Iteration 30Q: 3 clusters Score -4935350 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40584 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -4935402.000000 Penalty: 5302.279297
	Iteration 31Q: 3 clusters Score -4935402 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40711 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -4935429.500000 Penalty: 5302.279297
	Iteration 32Q: 3 clusters Score -4935430 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40830 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -4935461.000000 Penalty: 5302.279297
	Iteration 33Q: 3 clusters Score -4935461 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40916 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -4935498.500000 Penalty: 5302.279297
	Iteration 34Q: 3 clusters Score -4935498 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41003 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -4935497.000000 Penalty: 5302.279297
	Iteration 35Q: 3 clusters Score -4935497 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41080 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -4935507.000000 Penalty: 5302.279297
	Iteration 36Q: 3 clusters Score -4935507 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41155 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -4935526.000000 Penalty: 5302.279297
	Iteration 37Q: 3 clusters Score -4935526 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41229 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -4935540.000000 Penalty: 5302.279297
	Iteration 38Q: 3 clusters Score -4935540 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41307 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -4935562.500000 Penalty: 5302.279297
	Iteration 39Q: 3 clusters Score -4935562 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41381 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -4935578.500000 Penalty: 5302.279297
	Iteration 40F: 3 clusters Score -4935578 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41439 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -4935590.500000 Penalty: 5302.279297
	Iteration 41Q: 3 clusters Score -4935590 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41486 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -4935603.000000 Penalty: 5302.279297
	Iteration 42Q: 3 clusters Score -4935603 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41537 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -4935623.000000 Penalty: 5302.279297
	Iteration 43Q: 3 clusters Score -4935623 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41586 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -4935630.500000 Penalty: 5302.279297
	Iteration 44Q: 3 clusters Score -4935630 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41630 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -4935650.500000 Penalty: 5302.279297
	Iteration 45Q: 3 clusters Score -4935650 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41681 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -4935668.500000 Penalty: 5302.279297
	Iteration 46Q: 3 clusters Score -4935668 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41741 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -4935693.500000 Penalty: 5302.279297
	Iteration 47Q: 3 clusters Score -4935694 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41793 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -4935721.500000 Penalty: 5302.279297
	Iteration 48Q: 3 clusters Score -4935722 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -4935750.500000 Penalty: 5302.279297
	Iteration 49Q: 3 clusters Score -4935750 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41909 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -4935788.500000 Penalty: 5302.279297
	Iteration 50Q: 3 clusters Score -4935788 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41960 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -4935834.500000 Penalty: 5302.279297
	Iteration 51Q: 3 clusters Score -4935834 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42003 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -4935879.500000 Penalty: 5302.279297
	Iteration 52Q: 3 clusters Score -4935880 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -4935905.000000 Penalty: 5302.279297
	Iteration 53Q: 3 clusters Score -4935905 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42079 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -4935919.000000 Penalty: 5302.279297
	Iteration 54Q: 3 clusters Score -4935919 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42108 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -4935930.500000 Penalty: 5302.279297
	Iteration 55Q: 3 clusters Score -4935930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42126 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -4935938.500000 Penalty: 5302.279297
	Iteration 56Q: 3 clusters Score -4935938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42137 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -4935937.000000 Penalty: 5302.279297
	Iteration 57Q: 3 clusters Score -4935937 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42145 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -4935940.000000 Penalty: 5302.279297
	Iteration 58Q: 3 clusters Score -4935940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42149 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -4935945.000000 Penalty: 5302.279297
	Iteration 59Q: 3 clusters Score -4935945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42148 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -4935946.500000 Penalty: 5302.279297
	Iteration 60F: 3 clusters Score -4935946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42147 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -4935947.000000 Penalty: 5302.279297
	Iteration 61Q: 3 clusters Score -4935947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42146 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -4935948.000000 Penalty: 5302.279297
	Iteration 62Q: 3 clusters Score -4935948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42147 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -4935945.500000 Penalty: 5302.279297
	Iteration 63Q: 3 clusters Score -4935946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42149 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -4935944.000000 Penalty: 5302.279297
	Iteration 64Q: 3 clusters Score -4935944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42151 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -4935942.000000 Penalty: 5302.279297
	Iteration 65Q: 3 clusters Score -4935942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42151 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -4935942.500000 Penalty: 5302.279297
	Iteration 66Q: 3 clusters Score -4935942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42150 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -4935944.000000 Penalty: 5302.279297
	Iteration 67Q: 3 clusters Score -4935944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42151 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -4935948.500000 Penalty: 5302.279297
	Iteration 68Q: 3 clusters Score -4935948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -4935942.500000 Penalty: 5302.279297
	Iteration 69Q: 3 clusters Score -4935942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -4935942.500000 Penalty: 5302.279297
	Iteration 70Q: 3 clusters Score -4935942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42151 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -4935946.000000 Penalty: 5302.279297
	Iteration 71Q: 3 clusters Score -4935946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -4935945.500000 Penalty: 5302.279297
	Iteration 72Q: 3 clusters Score -4935946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42154 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -4935945.500000 Penalty: 5302.279297
	Iteration 73Q: 3 clusters Score -4935946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42156 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -4935946.000000 Penalty: 5302.279297
	Iteration 74Q: 3 clusters Score -4935946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42159 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -4935946.500000 Penalty: 5302.279297
	Iteration 75Q: 3 clusters Score -4935946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42160 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -4935948.000000 Penalty: 5302.279297
	Iteration 76Q: 3 clusters Score -4935948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42160 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -4935948.000000 Penalty: 5302.279297
	Iteration 77F: 3 clusters Score -4935948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Entering Unmasked Estep 
Score: -229102.953125 Penalty: 1880.771606
	Iteration 0F: 2 clusters Score -229103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -226445.578125 Penalty: 3761.543213
	Iteration 0F: 3 clusters Score -226445.6 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -226917.359375 Penalty: 3761.543213
	Iteration 1F: 3 clusters Score -226917.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -227046.359375 Penalty: 3761.543213
	Iteration 2F: 3 clusters Score -227046.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -227130.250000 Penalty: 3761.543213
	Iteration 3Q: 3 clusters Score -227130.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -227173.921875 Penalty: 3761.543213
	Iteration 4Q: 3 clusters Score -227173.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -227220.265625 Penalty: 3761.543213
	Iteration 5Q: 3 clusters Score -227220.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -227257.437500 Penalty: 3761.543213
	Iteration 6Q: 3 clusters Score -227257.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -227295.296875 Penalty: 3761.543213
	Iteration 7Q: 3 clusters Score -227295.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -227322.531250 Penalty: 3761.543213
	Iteration 8Q: 3 clusters Score -227322.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -227342.171875 Penalty: 3761.543213
	Iteration 9Q: 3 clusters Score -227342.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -227363.812500 Penalty: 3761.543213
	Iteration 10Q: 3 clusters Score -227363.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -227379.968750 Penalty: 3761.543213
	Iteration 11Q: 3 clusters Score -227380 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -227399.218750 Penalty: 3761.543213
	Iteration 12Q: 3 clusters Score -227399.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -227414.328125 Penalty: 3761.543213
	Iteration 13Q: 3 clusters Score -227414.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -227428.968750 Penalty: 3761.543213
	Iteration 14Q: 3 clusters Score -227429 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -227443.562500 Penalty: 3761.543213
	Iteration 15Q: 3 clusters Score -227443.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -227455.765625 Penalty: 3761.543213
	Iteration 16Q: 3 clusters Score -227455.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -227465.593750 Penalty: 3761.543213
	Iteration 17Q: 3 clusters Score -227465.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -227474.015625 Penalty: 3761.543213
	Iteration 18Q: 3 clusters Score -227474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -227479.718750 Penalty: 3761.543213
	Iteration 19Q: 3 clusters Score -227479.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -227484.703125 Penalty: 3761.543213
	Iteration 20F: 3 clusters Score -227484.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -227487.750000 Penalty: 3761.543213
	Iteration 21Q: 3 clusters Score -227487.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -227490.609375 Penalty: 3761.543213
	Iteration 22Q: 3 clusters Score -227490.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -227492.265625 Penalty: 3761.543213
	Iteration 23Q: 3 clusters Score -227492.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -227493.515625 Penalty: 3761.543213
	Iteration 24Q: 3 clusters Score -227493.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -227493.796875 Penalty: 3761.543213
	Iteration 25Q: 3 clusters Score -227493.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -227493.796875 Penalty: 3761.543213
	Iteration 26F: 3 clusters Score -227493.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Entering Unmasked Estep 
Score: -1212625.250000 Penalty: 2294.177246
	Iteration 0F: 2 clusters Score -1212625 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 5234 members 
Entering Unmasked Estep 
Score: -1204677.250000 Penalty: 4588.354492
	Iteration 0F: 3 clusters Score -1204677 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1207424.375000 Penalty: 4588.354492
	Iteration 1F: 3 clusters Score -1207424 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1208299.875000 Penalty: 4588.354492
	Iteration 2F: 3 clusters Score -1208300 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1208975.125000 Penalty: 4588.354492
	Iteration 3F: 3 clusters Score -1208975 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1209463.375000 Penalty: 4588.354492
	Iteration 4F: 3 clusters Score -1209463 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1209759.125000 Penalty: 4588.354492
	Iteration 5F: 3 clusters Score -1209759 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1209931.375000 Penalty: 4588.354492
	Iteration 6Q: 3 clusters Score -1209931 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1210051.500000 Penalty: 4588.354492
	Iteration 7Q: 3 clusters Score -1210052 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1210150.625000 Penalty: 4588.354492
	Iteration 8Q: 3 clusters Score -1210151 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1210228.875000 Penalty: 4588.354492
	Iteration 9Q: 3 clusters Score -1210229 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1210290.625000 Penalty: 4588.354492
	Iteration 10Q: 3 clusters Score -1210291 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1210349.875000 Penalty: 4588.354492
	Iteration 11Q: 3 clusters Score -1210350 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1210416.750000 Penalty: 4588.354492
	Iteration 12Q: 3 clusters Score -1210417 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1210485.125000 Penalty: 4588.354492
	Iteration 13Q: 3 clusters Score -1210485 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1210551.125000 Penalty: 4588.354492
	Iteration 14Q: 3 clusters Score -1210551 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1210605.000000 Penalty: 4588.354492
	Iteration 15Q: 3 clusters Score -1210605 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1210662.750000 Penalty: 4588.354492
	Iteration 16Q: 3 clusters Score -1210663 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1210729.250000 Penalty: 4588.354492
	Iteration 17Q: 3 clusters Score -1210729 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1210784.625000 Penalty: 4588.354492
	Iteration 18Q: 3 clusters Score -1210785 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1210848.125000 Penalty: 4588.354492
	Iteration 19Q: 3 clusters Score -1210848 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1210920.000000 Penalty: 4588.354492
	Iteration 20F: 3 clusters Score -1210920 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1210966.250000 Penalty: 4588.354492
	Iteration 21Q: 3 clusters Score -1210966 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1211004.000000 Penalty: 4588.354492
	Iteration 22Q: 3 clusters Score -1211004 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1211040.500000 Penalty: 4588.354492
	Iteration 23Q: 3 clusters Score -1211040 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1211086.000000 Penalty: 4588.354492
	Iteration 24Q: 3 clusters Score -1211086 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1211130.500000 Penalty: 4588.354492
	Iteration 25Q: 3 clusters Score -1211130 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1211188.625000 Penalty: 4588.354492
	Iteration 26Q: 3 clusters Score -1211189 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1211230.500000 Penalty: 4588.354492
	Iteration 27Q: 3 clusters Score -1211230 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1211263.500000 Penalty: 4588.354492
	Iteration 28Q: 3 clusters Score -1211264 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1211292.625000 Penalty: 4588.354492
	Iteration 29Q: 3 clusters Score -1211293 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1211312.500000 Penalty: 4588.354492
	Iteration 30Q: 3 clusters Score -1211312 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1211333.125000 Penalty: 4588.354492
	Iteration 31Q: 3 clusters Score -1211333 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1211356.500000 Penalty: 4588.354492
	Iteration 32Q: 3 clusters Score -1211356 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1211370.625000 Penalty: 4588.354492
	Iteration 33Q: 3 clusters Score -1211371 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1211379.125000 Penalty: 4588.354492
	Iteration 34Q: 3 clusters Score -1211379 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1211385.625000 Penalty: 4588.354492
	Iteration 35Q: 3 clusters Score -1211386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1211387.875000 Penalty: 4588.354492
	Iteration 36Q: 3 clusters Score -1211388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1211393.000000 Penalty: 4588.354492
	Iteration 37Q: 3 clusters Score -1211393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1211395.125000 Penalty: 4588.354492
	Iteration 38Q: 3 clusters Score -1211395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1211398.750000 Penalty: 4588.354492
	Iteration 39Q: 3 clusters Score -1211399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1211399.500000 Penalty: 4588.354492
	Iteration 40F: 3 clusters Score -1211400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1211400.625000 Penalty: 4588.354492
	Iteration 41Q: 3 clusters Score -1211401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1211401.125000 Penalty: 4588.354492
	Iteration 42Q: 3 clusters Score -1211401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1211401.125000 Penalty: 4588.354492
	Iteration 43F: 3 clusters Score -1211401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Entering Unmasked Estep 
Score: -1158184.750000 Penalty: 2271.574219
	Iteration 0F: 2 clusters Score -1158185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1150846.125000 Penalty: 4543.148438
	Iteration 0F: 3 clusters Score -1150846 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1152949.625000 Penalty: 4543.148438
	Iteration 1F: 3 clusters Score -1152950 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1153280.500000 Penalty: 4543.148438
	Iteration 2F: 3 clusters Score -1153280 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1153541.375000 Penalty: 4543.148438
	Iteration 3F: 3 clusters Score -1153541 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1153754.125000 Penalty: 4543.148438
	Iteration 4Q: 3 clusters Score -1153754 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1153907.875000 Penalty: 4543.148438
	Iteration 5Q: 3 clusters Score -1153908 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1154051.375000 Penalty: 4543.148438
	Iteration 6Q: 3 clusters Score -1154051 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1154178.250000 Penalty: 4543.148438
	Iteration 7Q: 3 clusters Score -1154178 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1154309.750000 Penalty: 4543.148438
	Iteration 8Q: 3 clusters Score -1154310 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1154432.250000 Penalty: 4543.148438
	Iteration 9Q: 3 clusters Score -1154432 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1154523.750000 Penalty: 4543.148438
	Iteration 10Q: 3 clusters Score -1154524 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1154612.125000 Penalty: 4543.148438
	Iteration 11Q: 3 clusters Score -1154612 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1154688.750000 Penalty: 4543.148438
	Iteration 12Q: 3 clusters Score -1154689 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1154753.750000 Penalty: 4543.148438
	Iteration 13Q: 3 clusters Score -1154754 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1154821.000000 Penalty: 4543.148438
	Iteration 14Q: 3 clusters Score -1154821 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1154893.125000 Penalty: 4543.148438
	Iteration 15Q: 3 clusters Score -1154893 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1154980.000000 Penalty: 4543.148438
	Iteration 16Q: 3 clusters Score -1154980 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1155076.375000 Penalty: 4543.148438
	Iteration 17Q: 3 clusters Score -1155076 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1155188.500000 Penalty: 4543.148438
	Iteration 18Q: 3 clusters Score -1155188 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1155322.500000 Penalty: 4543.148438
	Iteration 19Q: 3 clusters Score -1155322 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1155459.625000 Penalty: 4543.148438
	Iteration 20F: 3 clusters Score -1155460 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1155595.250000 Penalty: 4543.148438
	Iteration 21Q: 3 clusters Score -1155595 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1155733.750000 Penalty: 4543.148438
	Iteration 22Q: 3 clusters Score -1155734 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1155845.625000 Penalty: 4543.148438
	Iteration 23Q: 3 clusters Score -1155846 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1155957.750000 Penalty: 4543.148438
	Iteration 24Q: 3 clusters Score -1155958 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1156067.125000 Penalty: 4543.148438
	Iteration 25Q: 3 clusters Score -1156067 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1156146.875000 Penalty: 4543.148438
	Iteration 26Q: 3 clusters Score -1156147 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1156202.250000 Penalty: 4543.148438
	Iteration 27Q: 3 clusters Score -1156202 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1156253.625000 Penalty: 4543.148438
	Iteration 28Q: 3 clusters Score -1156254 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1156287.750000 Penalty: 4543.148438
	Iteration 29Q: 3 clusters Score -1156288 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1156301.750000 Penalty: 4543.148438
	Iteration 30Q: 3 clusters Score -1156302 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1156320.625000 Penalty: 4543.148438
	Iteration 31Q: 3 clusters Score -1156321 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1156333.250000 Penalty: 4543.148438
	Iteration 32Q: 3 clusters Score -1156333 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1156348.250000 Penalty: 4543.148438
	Iteration 33Q: 3 clusters Score -1156348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1156365.750000 Penalty: 4543.148438
	Iteration 34Q: 3 clusters Score -1156366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1156373.250000 Penalty: 4543.148438
	Iteration 35Q: 3 clusters Score -1156373 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1156381.500000 Penalty: 4543.148438
	Iteration 36Q: 3 clusters Score -1156382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1156385.750000 Penalty: 4543.148438
	Iteration 37Q: 3 clusters Score -1156386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1156388.750000 Penalty: 4543.148438
	Iteration 38Q: 3 clusters Score -1156389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1156389.375000 Penalty: 4543.148438
	Iteration 39Q: 3 clusters Score -1156389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1156390.625000 Penalty: 4543.148438
	Iteration 40F: 3 clusters Score -1156391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1156391.500000 Penalty: 4543.148438
	Iteration 41Q: 3 clusters Score -1156392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1156392.750000 Penalty: 4543.148438
	Iteration 42Q: 3 clusters Score -1156393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1156395.000000 Penalty: 4543.148438
	Iteration 43Q: 3 clusters Score -1156395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1156397.500000 Penalty: 4543.148438
	Iteration 44Q: 3 clusters Score -1156398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1156402.250000 Penalty: 4543.148438
	Iteration 45Q: 3 clusters Score -1156402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1156405.500000 Penalty: 4543.148438
	Iteration 46Q: 3 clusters Score -1156406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1156410.750000 Penalty: 4543.148438
	Iteration 47Q: 3 clusters Score -1156411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1156413.375000 Penalty: 4543.148438
	Iteration 48Q: 3 clusters Score -1156413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1156416.500000 Penalty: 4543.148438
	Iteration 49Q: 3 clusters Score -1156416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1156415.000000 Penalty: 4543.148438
	Iteration 50Q: 3 clusters Score -1156415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1156415.000000 Penalty: 4543.148438
	Iteration 51F: 3 clusters Score -1156415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (213613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213613 members 
Entering Unmasked Estep 
Score: -26092464.000000 Penalty: 3043.436523
	Iteration 0F: 2 clusters Score -2.609246e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106942 members 
Mstep: Class 2 contains 106671 members 
Entering Unmasked Estep 
Score: -25953590.000000 Penalty: 6086.873047
	Iteration 0F: 3 clusters Score -2.595359e+07 nChanged 102612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112064 members 
Mstep: Class 2 contains 101549 members 
Entering Unmasked Estep 
Score: -26014166.000000 Penalty: 6086.873047
	Iteration 1F: 3 clusters Score -2.601417e+07 nChanged 7986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115826 members 
Mstep: Class 2 contains 97787 members 
Entering Unmasked Estep 
Score: -26016564.000000 Penalty: 6086.873047
	Iteration 2Q: 3 clusters Score -2.601656e+07 nChanged 9949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121695 members 
Mstep: Class 2 contains 91918 members 
Entering Unmasked Estep 
Score: -26020606.000000 Penalty: 6086.873047
	Iteration 3Q: 3 clusters Score -2.602061e+07 nChanged 12285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130158 members 
Mstep: Class 2 contains 83455 members 
Entering Unmasked Estep 
Score: -26026460.000000 Penalty: 6086.873047
	Iteration 4F: 3 clusters Score -2.602646e+07 nChanged 14048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141032 members 
Mstep: Class 2 contains 72581 members 
Entering Unmasked Estep 
Score: -26034776.000000 Penalty: 6086.873047
	Iteration 5F: 3 clusters Score -2.603478e+07 nChanged 15093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153827 members 
Mstep: Class 2 contains 59786 members 
Entering Unmasked Estep 
Score: -26044626.000000 Penalty: 6086.873047
	Iteration 6F: 3 clusters Score -2.604463e+07 nChanged 15047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167746 members 
Mstep: Class 2 contains 45867 members 
Entering Unmasked Estep 
Score: -26055398.000000 Penalty: 6086.873047
	Iteration 7F: 3 clusters Score -2.60554e+07 nChanged 14087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181525 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -26066102.000000 Penalty: 6086.873047
	Iteration 8F: 3 clusters Score -2.60661e+07 nChanged 12070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193541 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -26075546.000000 Penalty: 6086.873047
	Iteration 9F: 3 clusters Score -2.607555e+07 nChanged 9092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202627 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -26082214.000000 Penalty: 6086.873047
	Iteration 10Q: 3 clusters Score -2.608221e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208212 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -26086306.000000 Penalty: 6086.873047
	Iteration 11Q: 3 clusters Score -2.608631e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211090 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -26088144.000000 Penalty: 6086.873047
	Iteration 12Q: 3 clusters Score -2.608814e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212355 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -26089082.000000 Penalty: 6086.873047
	Iteration 13Q: 3 clusters Score -2.608908e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212835 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -26089382.000000 Penalty: 6086.873047
	Iteration 14Q: 3 clusters Score -2.608938e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213020 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -26089518.000000 Penalty: 6086.873047
	Iteration 15Q: 3 clusters Score -2.608952e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213121 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -26089676.000000 Penalty: 6086.873047
	Iteration 16Q: 3 clusters Score -2.608968e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213163 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -26089724.000000 Penalty: 6086.873047
	Iteration 17Q: 3 clusters Score -2.608972e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213175 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -26089738.000000 Penalty: 6086.873047
	Iteration 18Q: 3 clusters Score -2.608974e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213176 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -26089786.000000 Penalty: 6086.873047
	Iteration 19Q: 3 clusters Score -2.608979e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213180 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -26089800.000000 Penalty: 6086.873047
	Iteration 20F: 3 clusters Score -2.60898e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213188 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -26089808.000000 Penalty: 6086.873047
	Iteration 21Q: 3 clusters Score -2.608981e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213190 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -26089802.000000 Penalty: 6086.873047
	Iteration 22Q: 3 clusters Score -2.60898e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213191 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -26089798.000000 Penalty: 6086.873047
	Iteration 23Q: 3 clusters Score -2.60898e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213190 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -26089794.000000 Penalty: 6086.873047
	Iteration 24Q: 3 clusters Score -2.608979e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213189 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -26089808.000000 Penalty: 6086.873047
	Iteration 25Q: 3 clusters Score -2.608981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213190 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -26089820.000000 Penalty: 6086.873047
	Iteration 26Q: 3 clusters Score -2.608982e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213190 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -26089820.000000 Penalty: 6086.873047
	Iteration 27F: 3 clusters Score -2.608982e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 58258 members 
Mstep: Class 2 contains 159018 members 
Mstep: Class 3 contains 6937 members 
Mstep: Class 4 contains 186647 members 
Mstep: Class 5 contains 4793 members 
Mstep: Class 6 contains 757 members 
Mstep: Class 7 contains 25691 members 
Mstep: Class 8 contains 17092 members 
Mstep: Class 9 contains 168013 members 
Mstep: Class 10 contains 4095 members 
Mstep: Class 11 contains 32584 members 
Mstep: Class 12 contains 6147 members 
Mstep: Class 13 contains 16957 members 
Mstep: Class 14 contains 7889 members 
Mstep: Class 15 contains 8252 members 
Mstep: Class 16 contains 7315 members 
Mstep: Class 17 contains 87693 members 
Mstep: Class 18 contains 5508 members 
Mstep: Class 19 contains 13444 members 
Mstep: Class 20 contains 3076 members 
Mstep: Class 21 contains 290062 members 
Mstep: Class 22 contains 46533 members 
Mstep: Class 23 contains 1051 members 
Mstep: Class 24 contains 280545 members 
Mstep: Class 25 contains 15852 members 
Mstep: Class 26 contains 19502 members 
Mstep: Class 27 contains 22073 members 
Mstep: Class 28 contains 11520 members 
Mstep: Class 29 contains 7852 members 
Mstep: Class 30 contains 43918 members 
Mstep: Class 31 contains 1966 members 
Mstep: Class 32 contains 10412 members 
Mstep: Class 33 contains 9505 members 
Mstep: Class 34 contains 213613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235388704.000000 Penalty: 133086.203125
Iteration 79Q: 38 clusters Score -2.353887e+08 nChanged 8499
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 58261 members 
Mstep: Class 2 contains 159751 members 
Mstep: Class 3 contains 6989 members 
Mstep: Class 4 contains 186563 members 
Mstep: Class 5 contains 4767 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 7 contains 25782 members 
Mstep: Class 8 contains 17036 members 
Mstep: Class 9 contains 169002 members 
Mstep: Class 10 contains 4672 members 
Mstep: Class 11 contains 32729 members 
Mstep: Class 12 contains 6283 members 
Mstep: Class 13 contains 16942 members 
Mstep: Class 14 contains 7905 members 
Mstep: Class 15 contains 8271 members 
Mstep: Class 16 contains 7334 members 
Mstep: Class 17 contains 87558 members 
Mstep: Class 18 contains 5535 members 
Mstep: Class 19 contains 13458 members 
Mstep: Class 20 contains 3078 members 
Mstep: Class 21 contains 290606 members 
Mstep: Class 22 contains 46551 members 
Mstep: Class 23 contains 1064 members 
Mstep: Class 24 contains 280641 members 
Mstep: Class 25 contains 15881 members 
Mstep: Class 26 contains 19592 members 
Mstep: Class 27 contains 22028 members 
Mstep: Class 28 contains 11598 members 
Mstep: Class 29 contains 7845 members 
Mstep: Class 30 contains 43741 members 
Mstep: Class 31 contains 1972 members 
Mstep: Class 32 contains 10459 members 
Mstep: Class 33 contains 9472 members 
Mstep: Class 34 contains 213313 members 
Mstep: Class 35 contains 184363 members 
Mstep: Class 36 contains 7325 members 
Mstep: Class 37 contains 1021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235392752.000000 Penalty: 133086.203125
Iteration 80F: 38 clusters Score -2.353928e+08 nChanged 8619
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 58247 members 
Mstep: Class 2 contains 159190 members 
Mstep: Class 3 contains 6936 members 
Mstep: Class 4 contains 186390 members 
Mstep: Class 5 contains 4897 members 
Mstep: Class 6 contains 723 members 
Mstep: Class 7 contains 25884 members 
Mstep: Class 8 contains 16943 members 
Mstep: Class 9 contains 169641 members 
Mstep: Class 10 contains 5038 members 
Mstep: Class 11 contains 32866 members 
Mstep: Class 12 contains 6319 members 
Mstep: Class 13 contains 16939 members 
Mstep: Class 14 contains 7923 members 
Mstep: Class 15 contains 8259 members 
Mstep: Class 16 contains 7349 members 
Mstep: Class 17 contains 87432 members 
Mstep: Class 18 contains 5500 members 
Mstep: Class 19 contains 13446 members 
Mstep: Class 20 contains 3073 members 
Mstep: Class 21 contains 290905 members 
Mstep: Class 22 contains 46502 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 280640 members 
Mstep: Class 25 contains 15907 members 
Mstep: Class 26 contains 19683 members 
Mstep: Class 27 contains 21977 members 
Mstep: Class 28 contains 11542 members 
Mstep: Class 29 contains 7834 members 
Mstep: Class 30 contains 43535 members 
Mstep: Class 31 contains 1982 members 
Mstep: Class 32 contains 10465 members 
Mstep: Class 33 contains 9447 members 
Mstep: Class 34 contains 212959 members 
Mstep: Class 35 contains 183466 members 
Mstep: Class 36 contains 8209 members 
Mstep: Class 37 contains 1029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235395568.000000 Penalty: 133086.203125
Iteration 81Q: 38 clusters Score -2.353956e+08 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 58249 members 
Mstep: Class 2 contains 158780 members 
Mstep: Class 3 contains 6941 members 
Mstep: Class 4 contains 186243 members 
Mstep: Class 5 contains 5005 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 26002 members 
Mstep: Class 8 contains 16898 members 
Mstep: Class 9 contains 170333 members 
Mstep: Class 10 contains 5314 members 
Mstep: Class 11 contains 32968 members 
Mstep: Class 12 contains 6421 members 
Mstep: Class 13 contains 16943 members 
Mstep: Class 14 contains 7928 members 
Mstep: Class 15 contains 8257 members 
Mstep: Class 16 contains 7359 members 
Mstep: Class 17 contains 87265 members 
Mstep: Class 18 contains 5492 members 
Mstep: Class 19 contains 13424 members 
Mstep: Class 20 contains 3070 members 
Mstep: Class 21 contains 291214 members 
Mstep: Class 22 contains 46463 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 280681 members 
Mstep: Class 25 contains 15928 members 
Mstep: Class 26 contains 19782 members 
Mstep: Class 27 contains 21915 members 
Mstep: Class 28 contains 11527 members 
Mstep: Class 29 contains 7818 members 
Mstep: Class 30 contains 43323 members 
Mstep: Class 31 contains 1986 members 
Mstep: Class 32 contains 10472 members 
Mstep: Class 33 contains 9414 members 
Mstep: Class 34 contains 212668 members 
Mstep: Class 35 contains 182541 members 
Mstep: Class 36 contains 8707 members 
Mstep: Class 37 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235396512.000000 Penalty: 133086.203125
Iteration 82Q: 38 clusters Score -2.353965e+08 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 58241 members 
Mstep: Class 2 contains 158441 members 
Mstep: Class 3 contains 6957 members 
Mstep: Class 4 contains 186078 members 
Mstep: Class 5 contains 5114 members 
Mstep: Class 6 contains 706 members 
Mstep: Class 7 contains 26118 members 
Mstep: Class 8 contains 16877 members 
Mstep: Class 9 contains 171013 members 
Mstep: Class 10 contains 5494 members 
Mstep: Class 11 contains 33089 members 
Mstep: Class 12 contains 6529 members 
Mstep: Class 13 contains 16956 members 
Mstep: Class 14 contains 7933 members 
Mstep: Class 15 contains 8261 members 
Mstep: Class 16 contains 7364 members 
Mstep: Class 17 contains 87067 members 
Mstep: Class 18 contains 5485 members 
Mstep: Class 19 contains 13407 members 
Mstep: Class 20 contains 3068 members 
Mstep: Class 21 contains 291482 members 
Mstep: Class 22 contains 46431 members 
Mstep: Class 23 contains 1062 members 
Mstep: Class 24 contains 280754 members 
Mstep: Class 25 contains 15957 members 
Mstep: Class 26 contains 19881 members 
Mstep: Class 27 contains 21853 members 
Mstep: Class 28 contains 11514 members 
Mstep: Class 29 contains 7804 members 
Mstep: Class 30 contains 43140 members 
Mstep: Class 31 contains 1987 members 
Mstep: Class 32 contains 10477 members 
Mstep: Class 33 contains 9375 members 
Mstep: Class 34 contains 212364 members 
Mstep: Class 35 contains 181764 members 
Mstep: Class 36 contains 9057 members 
Mstep: Class 37 contains 1041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235398192.000000 Penalty: 133086.203125
Iteration 83Q: 38 clusters Score -2.353982e+08 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 58234 members 
Mstep: Class 2 contains 158171 members 
Mstep: Class 3 contains 6975 members 
Mstep: Class 4 contains 185874 members 
Mstep: Class 5 contains 5208 members 
Mstep: Class 6 contains 706 members 
Mstep: Class 7 contains 26243 members 
Mstep: Class 8 contains 16870 members 
Mstep: Class 9 contains 171662 members 
Mstep: Class 10 contains 5658 members 
Mstep: Class 11 contains 33210 members 
Mstep: Class 12 contains 6643 members 
Mstep: Class 13 contains 16953 members 
Mstep: Class 14 contains 7934 members 
Mstep: Class 15 contains 8267 members 
Mstep: Class 16 contains 7373 members 
Mstep: Class 17 contains 86853 members 
Mstep: Class 18 contains 5472 members 
Mstep: Class 19 contains 13393 members 
Mstep: Class 20 contains 3071 members 
Mstep: Class 21 contains 291759 members 
Mstep: Class 22 contains 46399 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 280841 members 
Mstep: Class 25 contains 15980 members 
Mstep: Class 26 contains 19986 members 
Mstep: Class 27 contains 21795 members 
Mstep: Class 28 contains 11501 members 
Mstep: Class 29 contains 7782 members 
Mstep: Class 30 contains 42959 members 
Mstep: Class 31 contains 1992 members 
Mstep: Class 32 contains 10469 members 
Mstep: Class 33 contains 9342 members 
Mstep: Class 34 contains 212055 members 
Mstep: Class 35 contains 181103 members 
Mstep: Class 36 contains 9304 members 
Mstep: Class 37 contains 1041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235398128.000000 Penalty: 133086.203125
Iteration 84Q: 38 clusters Score -2.353981e+08 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 58253 members 
Mstep: Class 2 contains 157972 members 
Mstep: Class 3 contains 7006 members 
Mstep: Class 4 contains 185645 members 
Mstep: Class 5 contains 5344 members 
Mstep: Class 6 contains 706 members 
Mstep: Class 7 contains 26358 members 
Mstep: Class 8 contains 16872 members 
Mstep: Class 9 contains 172232 members 
Mstep: Class 10 contains 5795 members 
Mstep: Class 11 contains 33311 members 
Mstep: Class 12 contains 6728 members 
Mstep: Class 13 contains 16968 members 
Mstep: Class 14 contains 7934 members 
Mstep: Class 15 contains 8271 members 
Mstep: Class 16 contains 7383 members 
Mstep: Class 17 contains 86612 members 
Mstep: Class 18 contains 5462 members 
Mstep: Class 19 contains 13375 members 
Mstep: Class 20 contains 3067 members 
Mstep: Class 21 contains 291988 members 
Mstep: Class 22 contains 46356 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 280925 members 
Mstep: Class 25 contains 16006 members 
Mstep: Class 26 contains 20097 members 
Mstep: Class 27 contains 21742 members 
Mstep: Class 28 contains 11488 members 
Mstep: Class 29 contains 7762 members 
Mstep: Class 30 contains 42768 members 
Mstep: Class 31 contains 1996 members 
Mstep: Class 32 contains 10460 members 
Mstep: Class 33 contains 9328 members 
Mstep: Class 34 contains 211836 members 
Mstep: Class 35 contains 180530 members 
Mstep: Class 36 contains 9461 members 
Mstep: Class 37 contains 1041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235399552.000000 Penalty: 133086.203125
Iteration 85Q: 38 clusters Score -2.353996e+08 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 58260 members 
Mstep: Class 2 contains 157763 members 
Mstep: Class 3 contains 7015 members 
Mstep: Class 4 contains 185388 members 
Mstep: Class 5 contains 5498 members 
Mstep: Class 6 contains 706 members 
Mstep: Class 7 contains 26470 members 
Mstep: Class 8 contains 16881 members 
Mstep: Class 9 contains 172776 members 
Mstep: Class 10 contains 5911 members 
Mstep: Class 11 contains 33423 members 
Mstep: Class 12 contains 6828 members 
Mstep: Class 13 contains 16982 members 
Mstep: Class 14 contains 7934 members 
Mstep: Class 15 contains 8274 members 
Mstep: Class 16 contains 7381 members 
Mstep: Class 17 contains 86341 members 
Mstep: Class 18 contains 5452 members 
Mstep: Class 19 contains 13361 members 
Mstep: Class 20 contains 3062 members 
Mstep: Class 21 contains 292212 members 
Mstep: Class 22 contains 46311 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 281015 members 
Mstep: Class 25 contains 16046 members 
Mstep: Class 26 contains 20186 members 
Mstep: Class 27 contains 21680 members 
Mstep: Class 28 contains 11473 members 
Mstep: Class 29 contains 7754 members 
Mstep: Class 30 contains 42602 members 
Mstep: Class 31 contains 2008 members 
Mstep: Class 32 contains 10453 members 
Mstep: Class 33 contains 9319 members 
Mstep: Class 34 contains 211658 members 
Mstep: Class 35 contains 180021 members 
Mstep: Class 36 contains 9593 members 
Mstep: Class 37 contains 1041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235400352.000000 Penalty: 133086.203125
Iteration 86Q: 38 clusters Score -2.354004e+08 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 58257 members 
Mstep: Class 2 contains 157613 members 
Mstep: Class 3 contains 7027 members 
Mstep: Class 4 contains 185139 members 
Mstep: Class 5 contains 5646 members 
Mstep: Class 6 contains 706 members 
Mstep: Class 7 contains 26576 members 
Mstep: Class 8 contains 16913 members 
Mstep: Class 9 contains 173299 members 
Mstep: Class 10 contains 6025 members 
Mstep: Class 11 contains 33511 members 
Mstep: Class 12 contains 6941 members 
Mstep: Class 13 contains 16998 members 
Mstep: Class 14 contains 7937 members 
Mstep: Class 15 contains 8270 members 
Mstep: Class 16 contains 7396 members 
Mstep: Class 17 contains 86089 members 
Mstep: Class 18 contains 5439 members 
Mstep: Class 19 contains 13351 members 
Mstep: Class 20 contains 3055 members 
Mstep: Class 21 contains 292388 members 
Mstep: Class 22 contains 46266 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 281057 members 
Mstep: Class 25 contains 16072 members 
Mstep: Class 26 contains 20265 members 
Mstep: Class 27 contains 21619 members 
Mstep: Class 28 contains 11476 members 
Mstep: Class 29 contains 7740 members 
Mstep: Class 30 contains 42464 members 
Mstep: Class 31 contains 2016 members 
Mstep: Class 32 contains 10452 members 
Mstep: Class 33 contains 9293 members 
Mstep: Class 34 contains 211463 members 
Mstep: Class 35 contains 179584 members 
Mstep: Class 36 contains 9694 members 
Mstep: Class 37 contains 1041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235400416.000000 Penalty: 133086.203125
Iteration 87Q: 38 clusters Score -2.354004e+08 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 58256 members 
Mstep: Class 2 contains 157484 members 
Mstep: Class 3 contains 7043 members 
Mstep: Class 4 contains 184954 members 
Mstep: Class 5 contains 5819 members 
Mstep: Class 6 contains 706 members 
Mstep: Class 7 contains 26689 members 
Mstep: Class 8 contains 16923 members 
Mstep: Class 9 contains 173763 members 
Mstep: Class 10 contains 6110 members 
Mstep: Class 11 contains 33586 members 
Mstep: Class 12 contains 7040 members 
Mstep: Class 13 contains 17006 members 
Mstep: Class 14 contains 7930 members 
Mstep: Class 15 contains 8265 members 
Mstep: Class 16 contains 7409 members 
Mstep: Class 17 contains 85848 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 13328 members 
Mstep: Class 20 contains 3053 members 
Mstep: Class 21 contains 292611 members 
Mstep: Class 22 contains 46206 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 281098 members 
Mstep: Class 25 contains 16102 members 
Mstep: Class 26 contains 20341 members 
Mstep: Class 27 contains 21560 members 
Mstep: Class 28 contains 11480 members 
Mstep: Class 29 contains 7722 members 
Mstep: Class 30 contains 42295 members 
Mstep: Class 31 contains 2024 members 
Mstep: Class 32 contains 10456 members 
Mstep: Class 33 contains 9274 members 
Mstep: Class 34 contains 211262 members 
Mstep: Class 35 contains 179208 members 
Mstep: Class 36 contains 9758 members 
Mstep: Class 37 contains 1041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235401808.000000 Penalty: 133086.203125
Iteration 88Q: 38 clusters Score -2.354018e+08 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 58253 members 
Mstep: Class 2 contains 157405 members 
Mstep: Class 3 contains 7052 members 
Mstep: Class 4 contains 184777 members 
Mstep: Class 5 contains 5961 members 
Mstep: Class 6 contains 706 members 
Mstep: Class 7 contains 26799 members 
Mstep: Class 8 contains 16933 members 
Mstep: Class 9 contains 174247 members 
Mstep: Class 10 contains 6197 members 
Mstep: Class 11 contains 33680 members 
Mstep: Class 12 contains 7122 members 
Mstep: Class 13 contains 17018 members 
Mstep: Class 14 contains 7929 members 
Mstep: Class 15 contains 8271 members 
Mstep: Class 16 contains 7409 members 
Mstep: Class 17 contains 85603 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 13309 members 
Mstep: Class 20 contains 3057 members 
Mstep: Class 21 contains 292838 members 
Mstep: Class 22 contains 46138 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 281147 members 
Mstep: Class 25 contains 16130 members 
Mstep: Class 26 contains 20420 members 
Mstep: Class 27 contains 21514 members 
Mstep: Class 28 contains 11484 members 
Mstep: Class 29 contains 7704 members 
Mstep: Class 30 contains 42146 members 
Mstep: Class 31 contains 2027 members 
Mstep: Class 32 contains 10454 members 
Mstep: Class 33 contains 9251 members 
Mstep: Class 34 contains 211010 members 
Mstep: Class 35 contains 178806 members 
Mstep: Class 36 contains 9811 members 
Mstep: Class 37 contains 1041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235402048.000000 Penalty: 133086.203125
Iteration 89Q: 38 clusters Score -2.35402e+08 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 58239 members 
Mstep: Class 2 contains 157347 members 
Mstep: Class 3 contains 7057 members 
Mstep: Class 4 contains 184633 members 
Mstep: Class 5 contains 6066 members 
Mstep: Class 6 contains 706 members 
Mstep: Class 7 contains 26902 members 
Mstep: Class 8 contains 16940 members 
Mstep: Class 9 contains 174718 members 
Mstep: Class 10 contains 6273 members 
Mstep: Class 11 contains 33758 members 
Mstep: Class 12 contains 7213 members 
Mstep: Class 13 contains 17043 members 
Mstep: Class 14 contains 7934 members 
Mstep: Class 15 contains 8272 members 
Mstep: Class 16 contains 7418 members 
Mstep: Class 17 contains 85350 members 
Mstep: Class 18 contains 5432 members 
Mstep: Class 19 contains 13293 members 
Mstep: Class 20 contains 3056 members 
Mstep: Class 21 contains 293032 members 
Mstep: Class 22 contains 46082 members 
Mstep: Class 23 contains 1064 members 
Mstep: Class 24 contains 281247 members 
Mstep: Class 25 contains 16142 members 
Mstep: Class 26 contains 20486 members 
Mstep: Class 27 contains 21469 members 
Mstep: Class 28 contains 11479 members 
Mstep: Class 29 contains 7694 members 
Mstep: Class 30 contains 42019 members 
Mstep: Class 31 contains 2037 members 
Mstep: Class 32 contains 10452 members 
Mstep: Class 33 contains 9218 members 
Mstep: Class 34 contains 210750 members 
Mstep: Class 35 contains 178435 members 
Mstep: Class 36 contains 9844 members 
Mstep: Class 37 contains 1041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235402752.000000 Penalty: 133086.203125
Iteration 90Q: 38 clusters Score -2.354028e+08 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 58222 members 
Mstep: Class 2 contains 157293 members 
Mstep: Class 3 contains 7065 members 
Mstep: Class 4 contains 184492 members 
Mstep: Class 5 contains 6138 members 
Mstep: Class 6 contains 706 members 
Mstep: Class 7 contains 27012 members 
Mstep: Class 8 contains 16947 members 
Mstep: Class 9 contains 175173 members 
Mstep: Class 10 contains 6328 members 
Mstep: Class 11 contains 33839 members 
Mstep: Class 12 contains 7279 members 
Mstep: Class 13 contains 17044 members 
Mstep: Class 14 contains 7944 members 
Mstep: Class 15 contains 8269 members 
Mstep: Class 16 contains 7428 members 
Mstep: Class 17 contains 85133 members 
Mstep: Class 18 contains 5427 members 
Mstep: Class 19 contains 13285 members 
Mstep: Class 20 contains 3057 members 
Mstep: Class 21 contains 293183 members 
Mstep: Class 22 contains 46034 members 
Mstep: Class 23 contains 1064 members 
Mstep: Class 24 contains 281330 members 
Mstep: Class 25 contains 16146 members 
Mstep: Class 26 contains 20527 members 
Mstep: Class 27 contains 21435 members 
Mstep: Class 28 contains 11485 members 
Mstep: Class 29 contains 7689 members 
Mstep: Class 30 contains 41899 members 
Mstep: Class 31 contains 2047 members 
Mstep: Class 32 contains 10454 members 
Mstep: Class 33 contains 9188 members 
Mstep: Class 34 contains 210528 members 
Mstep: Class 35 contains 178143 members 
Mstep: Class 36 contains 9867 members 
Mstep: Class 37 contains 1041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235402336.000000 Penalty: 133086.203125
Iteration 91Q: 38 clusters Score -2.354023e+08 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 58194 members 
Mstep: Class 2 contains 157243 members 
Mstep: Class 3 contains 7076 members 
Mstep: Class 4 contains 184354 members 
Mstep: Class 5 contains 6212 members 
Mstep: Class 6 contains 706 members 
Mstep: Class 7 contains 27117 members 
Mstep: Class 8 contains 16954 members 
Mstep: Class 9 contains 175605 members 
Mstep: Class 10 contains 6367 members 
Mstep: Class 11 contains 33913 members 
Mstep: Class 12 contains 7331 members 
Mstep: Class 13 contains 17051 members 
Mstep: Class 14 contains 7954 members 
Mstep: Class 15 contains 8271 members 
Mstep: Class 16 contains 7432 members 
Mstep: Class 17 contains 84912 members 
Mstep: Class 18 contains 5424 members 
Mstep: Class 19 contains 13281 members 
Mstep: Class 20 contains 3052 members 
Mstep: Class 21 contains 293366 members 
Mstep: Class 22 contains 45987 members 
Mstep: Class 23 contains 1064 members 
Mstep: Class 24 contains 281395 members 
Mstep: Class 25 contains 16156 members 
Mstep: Class 26 contains 20557 members 
Mstep: Class 27 contains 21383 members 
Mstep: Class 28 contains 11501 members 
Mstep: Class 29 contains 7673 members 
Mstep: Class 30 contains 41790 members 
Mstep: Class 31 contains 2059 members 
Mstep: Class 32 contains 10454 members 
Mstep: Class 33 contains 9161 members 
Mstep: Class 34 contains 210330 members 
Mstep: Class 35 contains 177896 members 
Mstep: Class 36 contains 9879 members 
Mstep: Class 37 contains 1041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235402272.000000 Penalty: 133086.203125
Iteration 92Q: 38 clusters Score -2.354023e+08 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 58179 members 
Mstep: Class 2 contains 157212 members 
Mstep: Class 3 contains 7092 members 
Mstep: Class 4 contains 184195 members 
Mstep: Class 5 contains 6276 members 
Mstep: Class 6 contains 706 members 
Mstep: Class 7 contains 27223 members 
Mstep: Class 8 contains 16950 members 
Mstep: Class 9 contains 175954 members 
Mstep: Class 10 contains 6409 members 
Mstep: Class 11 contains 34019 members 
Mstep: Class 12 contains 7402 members 
Mstep: Class 13 contains 17057 members 
Mstep: Class 14 contains 7960 members 
Mstep: Class 15 contains 8276 members 
Mstep: Class 16 contains 7448 members 
Mstep: Class 17 contains 84697 members 
Mstep: Class 18 contains 5416 members 
Mstep: Class 19 contains 13273 members 
Mstep: Class 20 contains 3053 members 
Mstep: Class 21 contains 293547 members 
Mstep: Class 22 contains 45948 members 
Mstep: Class 23 contains 1064 members 
Mstep: Class 24 contains 281432 members 
Mstep: Class 25 contains 16165 members 
Mstep: Class 26 contains 20587 members 
Mstep: Class 27 contains 21321 members 
Mstep: Class 28 contains 11506 members 
Mstep: Class 29 contains 7661 members 
Mstep: Class 30 contains 41673 members 
Mstep: Class 31 contains 2073 members 
Mstep: Class 32 contains 10447 members 
Mstep: Class 33 contains 9131 members 
Mstep: Class 34 contains 210151 members 
Mstep: Class 35 contains 177703 members 
Mstep: Class 36 contains 9894 members 
Mstep: Class 37 contains 1041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235402336.000000 Penalty: 133086.203125
Iteration 93Q: 38 clusters Score -2.354023e+08 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 58185 members 
Mstep: Class 2 contains 157164 members 
Mstep: Class 3 contains 7112 members 
Mstep: Class 4 contains 184018 members 
Mstep: Class 5 contains 6323 members 
Mstep: Class 6 contains 706 members 
Mstep: Class 7 contains 27329 members 
Mstep: Class 8 contains 16945 members 
Mstep: Class 9 contains 176259 members 
Mstep: Class 10 contains 6436 members 
Mstep: Class 11 contains 34121 members 
Mstep: Class 12 contains 7456 members 
Mstep: Class 13 contains 17056 members 
Mstep: Class 14 contains 7963 members 
Mstep: Class 15 contains 8281 members 
Mstep: Class 16 contains 7468 members 
Mstep: Class 17 contains 84461 members 
Mstep: Class 18 contains 5418 members 
Mstep: Class 19 contains 13260 members 
Mstep: Class 20 contains 3049 members 
Mstep: Class 21 contains 293747 members 
Mstep: Class 22 contains 45894 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 281462 members 
Mstep: Class 25 contains 16179 members 
Mstep: Class 26 contains 20627 members 
Mstep: Class 27 contains 21267 members 
Mstep: Class 28 contains 11510 members 
Mstep: Class 29 contains 7652 members 
Mstep: Class 30 contains 41567 members 
Mstep: Class 31 contains 2087 members 
Mstep: Class 32 contains 10446 members 
Mstep: Class 33 contains 9117 members 
Mstep: Class 34 contains 210016 members 
Mstep: Class 35 contains 177552 members 
Mstep: Class 36 contains 9904 members 
Mstep: Class 37 contains 1041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235401776.000000 Penalty: 133086.203125
Iteration 94Q: 38 clusters Score -2.354018e+08 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 58183 members 
Mstep: Class 2 contains 157127 members 
Mstep: Class 3 contains 7134 members 
Mstep: Class 4 contains 183836 members 
Mstep: Class 5 contains 6356 members 
Mstep: Class 6 contains 706 members 
Mstep: Class 7 contains 27447 members 
Mstep: Class 8 contains 16921 members 
Mstep: Class 9 contains 176544 members 
Mstep: Class 10 contains 6465 members 
Mstep: Class 11 contains 34237 members 
Mstep: Class 12 contains 7517 members 
Mstep: Class 13 contains 17069 members 
Mstep: Class 14 contains 7961 members 
Mstep: Class 15 contains 8277 members 
Mstep: Class 16 contains 7482 members 
Mstep: Class 17 contains 84247 members 
Mstep: Class 18 contains 5415 members 
Mstep: Class 19 contains 13239 members 
Mstep: Class 20 contains 3046 members 
Mstep: Class 21 contains 293942 members 
Mstep: Class 22 contains 45848 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 281481 members 
Mstep: Class 25 contains 16188 members 
Mstep: Class 26 contains 20663 members 
Mstep: Class 27 contains 21212 members 
Mstep: Class 28 contains 11514 members 
Mstep: Class 29 contains 7644 members 
Mstep: Class 30 contains 41485 members 
Mstep: Class 31 contains 2107 members 
Mstep: Class 32 contains 10450 members 
Mstep: Class 33 contains 9100 members 
Mstep: Class 34 contains 209885 members 
Mstep: Class 35 contains 177387 members 
Mstep: Class 36 contains 9922 members 
Mstep: Class 37 contains 1041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235402144.000000 Penalty: 133086.203125
Iteration 95Q: 38 clusters Score -2.354021e+08 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 58205 members 
Mstep: Class 2 contains 157087 members 
Mstep: Class 3 contains 7151 members 
Mstep: Class 4 contains 183687 members 
Mstep: Class 5 contains 6368 members 
Mstep: Class 6 contains 706 members 
Mstep: Class 7 contains 27555 members 
Mstep: Class 8 contains 16914 members 
Mstep: Class 9 contains 176820 members 
Mstep: Class 10 contains 6496 members 
Mstep: Class 11 contains 34361 members 
Mstep: Class 12 contains 7568 members 
Mstep: Class 13 contains 17070 members 
Mstep: Class 14 contains 7956 members 
Mstep: Class 15 contains 8276 members 
Mstep: Class 16 contains 7490 members 
Mstep: Class 17 contains 84034 members 
Mstep: Class 18 contains 5416 members 
Mstep: Class 19 contains 13223 members 
Mstep: Class 20 contains 3042 members 
Mstep: Class 21 contains 294089 members 
Mstep: Class 22 contains 45809 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 281527 members 
Mstep: Class 25 contains 16196 members 
Mstep: Class 26 contains 20699 members 
Mstep: Class 27 contains 21171 members 
Mstep: Class 28 contains 11517 members 
Mstep: Class 29 contains 7637 members 
Mstep: Class 30 contains 41404 members 
Mstep: Class 31 contains 2116 members 
Mstep: Class 32 contains 10458 members 
Mstep: Class 33 contains 9093 members 
Mstep: Class 34 contains 209714 members 
Mstep: Class 35 contains 177236 members 
Mstep: Class 36 contains 9946 members 
Mstep: Class 37 contains 1041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235402352.000000 Penalty: 133086.203125
Iteration 96Q: 38 clusters Score -2.354024e+08 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 58210 members 
Mstep: Class 2 contains 157041 members 
Mstep: Class 3 contains 7164 members 
Mstep: Class 4 contains 183524 members 
Mstep: Class 5 contains 6383 members 
Mstep: Class 6 contains 706 members 
Mstep: Class 7 contains 27664 members 
Mstep: Class 8 contains 16900 members 
Mstep: Class 9 contains 177086 members 
Mstep: Class 10 contains 6523 members 
Mstep: Class 11 contains 34473 members 
Mstep: Class 12 contains 7634 members 
Mstep: Class 13 contains 17080 members 
Mstep: Class 14 contains 7954 members 
Mstep: Class 15 contains 8278 members 
Mstep: Class 16 contains 7499 members 
Mstep: Class 17 contains 83855 members 
Mstep: Class 18 contains 5421 members 
Mstep: Class 19 contains 13207 members 
Mstep: Class 20 contains 3040 members 
Mstep: Class 21 contains 294264 members 
Mstep: Class 22 contains 45756 members 
Mstep: Class 23 contains 1064 members 
Mstep: Class 24 contains 281563 members 
Mstep: Class 25 contains 16205 members 
Mstep: Class 26 contains 20729 members 
Mstep: Class 27 contains 21123 members 
Mstep: Class 28 contains 11520 members 
Mstep: Class 29 contains 7622 members 
Mstep: Class 30 contains 41334 members 
Mstep: Class 31 contains 2126 members 
Mstep: Class 32 contains 10459 members 
Mstep: Class 33 contains 9091 members 
Mstep: Class 34 contains 209544 members 
Mstep: Class 35 contains 177092 members 
Mstep: Class 36 contains 9966 members 
Mstep: Class 37 contains 1041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235402512.000000 Penalty: 133086.203125
Iteration 97Q: 38 clusters Score -2.354025e+08 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 58221 members 
Mstep: Class 2 contains 157013 members 
Mstep: Class 3 contains 7171 members 
Mstep: Class 4 contains 183388 members 
Mstep: Class 5 contains 6398 members 
Mstep: Class 6 contains 706 members 
Mstep: Class 7 contains 27763 members 
Mstep: Class 8 contains 16893 members 
Mstep: Class 9 contains 177311 members 
Mstep: Class 10 contains 6545 members 
Mstep: Class 11 contains 34570 members 
Mstep: Class 12 contains 7670 members 
Mstep: Class 13 contains 17083 members 
Mstep: Class 14 contains 7955 members 
Mstep: Class 15 contains 8278 members 
Mstep: Class 16 contains 7506 members 
Mstep: Class 17 contains 83656 members 
Mstep: Class 18 contains 5416 members 
Mstep: Class 19 contains 13189 members 
Mstep: Class 20 contains 3037 members 
Mstep: Class 21 contains 294475 members 
Mstep: Class 22 contains 45709 members 
Mstep: Class 23 contains 1064 members 
Mstep: Class 24 contains 281571 members 
Mstep: Class 25 contains 16209 members 
Mstep: Class 26 contains 20765 members 
Mstep: Class 27 contains 21066 members 
Mstep: Class 28 contains 11525 members 
Mstep: Class 29 contains 7612 members 
Mstep: Class 30 contains 41271 members 
Mstep: Class 31 contains 2133 members 
Mstep: Class 32 contains 10467 members 
Mstep: Class 33 contains 9096 members 
Mstep: Class 34 contains 209436 members 
Mstep: Class 35 contains 176952 members 
Mstep: Class 36 contains 9980 members 
Mstep: Class 37 contains 1041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235402048.000000 Penalty: 133086.203125
Iteration 98Q: 38 clusters Score -2.35402e+08 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 58233 members 
Mstep: Class 2 contains 156994 members 
Mstep: Class 3 contains 7179 members 
Mstep: Class 4 contains 183205 members 
Mstep: Class 5 contains 6420 members 
Mstep: Class 6 contains 706 members 
Mstep: Class 7 contains 27843 members 
Mstep: Class 8 contains 16891 members 
Mstep: Class 9 contains 177494 members 
Mstep: Class 10 contains 6566 members 
Mstep: Class 11 contains 34672 members 
Mstep: Class 12 contains 7715 members 
Mstep: Class 13 contains 17090 members 
Mstep: Class 14 contains 7959 members 
Mstep: Class 15 contains 8282 members 
Mstep: Class 16 contains 7504 members 
Mstep: Class 17 contains 83466 members 
Mstep: Class 18 contains 5406 members 
Mstep: Class 19 contains 13181 members 
Mstep: Class 20 contains 3036 members 
Mstep: Class 21 contains 294731 members 
Mstep: Class 22 contains 45661 members 
Mstep: Class 23 contains 1064 members 
Mstep: Class 24 contains 281614 members 
Mstep: Class 25 contains 16212 members 
Mstep: Class 26 contains 20796 members 
Mstep: Class 27 contains 21005 members 
Mstep: Class 28 contains 11528 members 
Mstep: Class 29 contains 7608 members 
Mstep: Class 30 contains 41200 members 
Mstep: Class 31 contains 2133 members 
Mstep: Class 32 contains 10471 members 
Mstep: Class 33 contains 9096 members 
Mstep: Class 34 contains 209316 members 
Mstep: Class 35 contains 176826 members 
Mstep: Class 36 contains 9997 members 
Mstep: Class 37 contains 1041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235401968.000000 Penalty: 133086.203125
Iteration 99Q: 38 clusters Score -2.35402e+08 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 58232 members 
Mstep: Class 2 contains 156983 members 
Mstep: Class 3 contains 7183 members 
Mstep: Class 4 contains 183025 members 
Mstep: Class 5 contains 6442 members 
Mstep: Class 6 contains 706 members 
Mstep: Class 7 contains 27915 members 
Mstep: Class 8 contains 16888 members 
Mstep: Class 9 contains 177699 members 
Mstep: Class 10 contains 6575 members 
Mstep: Class 11 contains 34808 members 
Mstep: Class 12 contains 7743 members 
Mstep: Class 13 contains 17095 members 
Mstep: Class 14 contains 7965 members 
Mstep: Class 15 contains 8281 members 
Mstep: Class 16 contains 7510 members 
Mstep: Class 17 contains 83280 members 
Mstep: Class 18 contains 5401 members 
Mstep: Class 19 contains 13172 members 
Mstep: Class 20 contains 3034 members 
Mstep: Class 21 contains 294996 members 
Mstep: Class 22 contains 45609 members 
Mstep: Class 23 contains 1064 members 
Mstep: Class 24 contains 281666 members 
Mstep: Class 25 contains 16216 members 
Mstep: Class 26 contains 20820 members 
Mstep: Class 27 contains 20932 members 
Mstep: Class 28 contains 11530 members 
Mstep: Class 29 contains 7602 members 
Mstep: Class 30 contains 41158 members 
Mstep: Class 31 contains 2130 members 
Mstep: Class 32 contains 10467 members 
Mstep: Class 33 contains 9090 members 
Mstep: Class 34 contains 209165 members 
Mstep: Class 35 contains 176712 members 
Mstep: Class 36 contains 10006 members 
Mstep: Class 37 contains 1041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235402640.000000 Penalty: 133086.203125
Iteration 100F: 38 clusters Score -2.354026e+08 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58250 members 
Mstep: Class 2 contains 156952 members 
Mstep: Class 3 contains 7189 members 
Mstep: Class 4 contains 182800 members 
Mstep: Class 5 contains 7148 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 27994 members 
Mstep: Class 8 contains 16870 members 
Mstep: Class 9 contains 177883 members 
Mstep: Class 10 contains 6583 members 
Mstep: Class 11 contains 34934 members 
Mstep: Class 12 contains 7762 members 
Mstep: Class 13 contains 17098 members 
Mstep: Class 14 contains 7970 members 
Mstep: Class 15 contains 8278 members 
Mstep: Class 16 contains 7520 members 
Mstep: Class 17 contains 83063 members 
Mstep: Class 18 contains 5396 members 
Mstep: Class 19 contains 13166 members 
Mstep: Class 20 contains 3030 members 
Mstep: Class 21 contains 295214 members 
Mstep: Class 22 contains 45535 members 
Mstep: Class 23 contains 1064 members 
Mstep: Class 24 contains 281641 members 
Mstep: Class 25 contains 16220 members 
Mstep: Class 26 contains 20839 members 
Mstep: Class 27 contains 20884 members 
Mstep: Class 28 contains 11541 members 
Mstep: Class 29 contains 7596 members 
Mstep: Class 30 contains 40816 members 
Mstep: Class 31 contains 2127 members 
Mstep: Class 32 contains 10463 members 
Mstep: Class 33 contains 9079 members 
Mstep: Class 34 contains 208918 members 
Mstep: Class 35 contains 176550 members 
Mstep: Class 36 contains 10021 members 
Mstep: Class 37 contains 1041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235403136.000000 Penalty: 133086.203125
Iteration 101Q: 38 clusters Score -2.354031e+08 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58264 members 
Mstep: Class 2 contains 156924 members 
Mstep: Class 3 contains 7197 members 
Mstep: Class 4 contains 182583 members 
Mstep: Class 5 contains 7650 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 28098 members 
Mstep: Class 8 contains 16849 members 
Mstep: Class 9 contains 178070 members 
Mstep: Class 10 contains 6594 members 
Mstep: Class 11 contains 35040 members 
Mstep: Class 12 contains 7775 members 
Mstep: Class 13 contains 17104 members 
Mstep: Class 14 contains 7975 members 
Mstep: Class 15 contains 8281 members 
Mstep: Class 16 contains 7525 members 
Mstep: Class 17 contains 82839 members 
Mstep: Class 18 contains 5398 members 
Mstep: Class 19 contains 13162 members 
Mstep: Class 20 contains 3031 members 
Mstep: Class 21 contains 295332 members 
Mstep: Class 22 contains 45496 members 
Mstep: Class 23 contains 1064 members 
Mstep: Class 24 contains 281665 members 
Mstep: Class 25 contains 16229 members 
Mstep: Class 26 contains 20856 members 
Mstep: Class 27 contains 20824 members 
Mstep: Class 28 contains 11553 members 
Mstep: Class 29 contains 7592 members 
Mstep: Class 30 contains 40548 members 
Mstep: Class 31 contains 2128 members 
Mstep: Class 32 contains 10460 members 
Mstep: Class 33 contains 9063 members 
Mstep: Class 34 contains 208765 members 
Mstep: Class 35 contains 176425 members 
Mstep: Class 36 contains 10035 members 
Mstep: Class 37 contains 1041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235403728.000000 Penalty: 133086.203125
Iteration 102Q: 38 clusters Score -2.354037e+08 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58266 members 
Mstep: Class 2 contains 156911 members 
Mstep: Class 3 contains 7203 members 
Mstep: Class 4 contains 182444 members 
Mstep: Class 5 contains 8022 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 28220 members 
Mstep: Class 8 contains 16830 members 
Mstep: Class 9 contains 178266 members 
Mstep: Class 10 contains 6607 members 
Mstep: Class 11 contains 35118 members 
Mstep: Class 12 contains 7797 members 
Mstep: Class 13 contains 17116 members 
Mstep: Class 14 contains 7976 members 
Mstep: Class 15 contains 8283 members 
Mstep: Class 16 contains 7523 members 
Mstep: Class 17 contains 82623 members 
Mstep: Class 18 contains 5400 members 
Mstep: Class 19 contains 13159 members 
Mstep: Class 20 contains 3030 members 
Mstep: Class 21 contains 295474 members 
Mstep: Class 22 contains 45444 members 
Mstep: Class 23 contains 1064 members 
Mstep: Class 24 contains 281710 members 
Mstep: Class 25 contains 16231 members 
Mstep: Class 26 contains 20881 members 
Mstep: Class 27 contains 20774 members 
Mstep: Class 28 contains 11560 members 
Mstep: Class 29 contains 7585 members 
Mstep: Class 30 contains 40284 members 
Mstep: Class 31 contains 2131 members 
Mstep: Class 32 contains 10456 members 
Mstep: Class 33 contains 9055 members 
Mstep: Class 34 contains 208586 members 
Mstep: Class 35 contains 176318 members 
Mstep: Class 36 contains 10047 members 
Mstep: Class 37 contains 1041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235403536.000000 Penalty: 133086.203125
Iteration 103Q: 38 clusters Score -2.354035e+08 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58271 members 
Mstep: Class 2 contains 156901 members 
Mstep: Class 3 contains 7215 members 
Mstep: Class 4 contains 182288 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 28347 members 
Mstep: Class 8 contains 16821 members 
Mstep: Class 9 contains 178465 members 
Mstep: Class 10 contains 6618 members 
Mstep: Class 11 contains 35197 members 
Mstep: Class 12 contains 7811 members 
Mstep: Class 13 contains 17127 members 
Mstep: Class 14 contains 7980 members 
Mstep: Class 15 contains 8276 members 
Mstep: Class 16 contains 7537 members 
Mstep: Class 17 contains 82428 members 
Mstep: Class 18 contains 5394 members 
Mstep: Class 19 contains 13159 members 
Mstep: Class 20 contains 3025 members 
Mstep: Class 21 contains 295623 members 
Mstep: Class 22 contains 45395 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 281707 members 
Mstep: Class 25 contains 16236 members 
Mstep: Class 26 contains 20901 members 
Mstep: Class 27 contains 20719 members 
Mstep: Class 28 contains 11558 members 
Mstep: Class 29 contains 7574 members 
Mstep: Class 30 contains 40071 members 
Mstep: Class 31 contains 2128 members 
Mstep: Class 32 contains 10456 members 
Mstep: Class 33 contains 9049 members 
Mstep: Class 34 contains 208459 members 
Mstep: Class 35 contains 176200 members 
Mstep: Class 36 contains 10066 members 
Mstep: Class 37 contains 1041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235404096.000000 Penalty: 133086.203125
Iteration 104Q: 38 clusters Score -2.354041e+08 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58289 members 
Mstep: Class 2 contains 156881 members 
Mstep: Class 3 contains 7221 members 
Mstep: Class 4 contains 182113 members 
Mstep: Class 5 contains 8575 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 28488 members 
Mstep: Class 8 contains 16804 members 
Mstep: Class 9 contains 178638 members 
Mstep: Class 10 contains 6632 members 
Mstep: Class 11 contains 35259 members 
Mstep: Class 12 contains 7822 members 
Mstep: Class 13 contains 17144 members 
Mstep: Class 14 contains 7983 members 
Mstep: Class 15 contains 8271 members 
Mstep: Class 16 contains 7551 members 
Mstep: Class 17 contains 82247 members 
Mstep: Class 18 contains 5396 members 
Mstep: Class 19 contains 13157 members 
Mstep: Class 20 contains 3022 members 
Mstep: Class 21 contains 295832 members 
Mstep: Class 22 contains 45361 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 281720 members 
Mstep: Class 25 contains 16242 members 
Mstep: Class 26 contains 20927 members 
Mstep: Class 27 contains 20660 members 
Mstep: Class 28 contains 11558 members 
Mstep: Class 29 contains 7567 members 
Mstep: Class 30 contains 39888 members 
Mstep: Class 31 contains 2129 members 
Mstep: Class 32 contains 10460 members 
Mstep: Class 33 contains 9043 members 
Mstep: Class 34 contains 208292 members 
Mstep: Class 35 contains 176084 members 
Mstep: Class 36 contains 10075 members 
Mstep: Class 37 contains 1041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235403328.000000 Penalty: 133086.203125
Iteration 105Q: 38 clusters Score -2.354033e+08 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58309 members 
Mstep: Class 2 contains 156871 members 
Mstep: Class 3 contains 7229 members 
Mstep: Class 4 contains 181952 members 
Mstep: Class 5 contains 8768 members 
Mstep: Class 6 contains 708 members 
Mstep: Class 7 contains 28633 members 
Mstep: Class 8 contains 16799 members 
Mstep: Class 9 contains 178824 members 
Mstep: Class 10 contains 6645 members 
Mstep: Class 11 contains 35346 members 
Mstep: Class 12 contains 7837 members 
Mstep: Class 13 contains 17151 members 
Mstep: Class 14 contains 7984 members 
Mstep: Class 15 contains 8270 members 
Mstep: Class 16 contains 7563 members 
Mstep: Class 17 contains 82075 members 
Mstep: Class 18 contains 5400 members 
Mstep: Class 19 contains 13156 members 
Mstep: Class 20 contains 3021 members 
Mstep: Class 21 contains 296013 members 
Mstep: Class 22 contains 45304 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 281712 members 
Mstep: Class 25 contains 16250 members 
Mstep: Class 26 contains 20944 members 
Mstep: Class 27 contains 20610 members 
Mstep: Class 28 contains 11561 members 
Mstep: Class 29 contains 7557 members 
Mstep: Class 30 contains 39725 members 
Mstep: Class 31 contains 2129 members 
Mstep: Class 32 contains 10464 members 
Mstep: Class 33 contains 9039 members 
Mstep: Class 34 contains 208121 members 
Mstep: Class 35 contains 175985 members 
Mstep: Class 36 contains 10084 members 
Mstep: Class 37 contains 1042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235403712.000000 Penalty: 133086.203125
Iteration 106Q: 38 clusters Score -2.354037e+08 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58329 members 
Mstep: Class 2 contains 156857 members 
Mstep: Class 3 contains 7234 members 
Mstep: Class 4 contains 181813 members 
Mstep: Class 5 contains 8930 members 
Mstep: Class 6 contains 708 members 
Mstep: Class 7 contains 28754 members 
Mstep: Class 8 contains 16800 members 
Mstep: Class 9 contains 179034 members 
Mstep: Class 10 contains 6660 members 
Mstep: Class 11 contains 35413 members 
Mstep: Class 12 contains 7843 members 
Mstep: Class 13 contains 17154 members 
Mstep: Class 14 contains 7986 members 
Mstep: Class 15 contains 8271 members 
Mstep: Class 16 contains 7579 members 
Mstep: Class 17 contains 81899 members 
Mstep: Class 18 contains 5399 members 
Mstep: Class 19 contains 13158 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 296132 members 
Mstep: Class 22 contains 45243 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 281720 members 
Mstep: Class 25 contains 16252 members 
Mstep: Class 26 contains 20961 members 
Mstep: Class 27 contains 20559 members 
Mstep: Class 28 contains 11564 members 
Mstep: Class 29 contains 7546 members 
Mstep: Class 30 contains 39618 members 
Mstep: Class 31 contains 2132 members 
Mstep: Class 32 contains 10466 members 
Mstep: Class 33 contains 9037 members 
Mstep: Class 34 contains 207991 members 
Mstep: Class 35 contains 175885 members 
Mstep: Class 36 contains 10093 members 
Mstep: Class 37 contains 1042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235403504.000000 Penalty: 133086.203125
Iteration 107Q: 38 clusters Score -2.354035e+08 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58351 members 
Mstep: Class 2 contains 156842 members 
Mstep: Class 3 contains 7243 members 
Mstep: Class 4 contains 181690 members 
Mstep: Class 5 contains 9069 members 
Mstep: Class 6 contains 708 members 
Mstep: Class 7 contains 28893 members 
Mstep: Class 8 contains 16800 members 
Mstep: Class 9 contains 179268 members 
Mstep: Class 10 contains 6662 members 
Mstep: Class 11 contains 35491 members 
Mstep: Class 12 contains 7849 members 
Mstep: Class 13 contains 17157 members 
Mstep: Class 14 contains 7989 members 
Mstep: Class 15 contains 8268 members 
Mstep: Class 16 contains 7591 members 
Mstep: Class 17 contains 81708 members 
Mstep: Class 18 contains 5398 members 
Mstep: Class 19 contains 13155 members 
Mstep: Class 20 contains 3018 members 
Mstep: Class 21 contains 296258 members 
Mstep: Class 22 contains 45218 members 
Mstep: Class 23 contains 1064 members 
Mstep: Class 24 contains 281700 members 
Mstep: Class 25 contains 16255 members 
Mstep: Class 26 contains 20979 members 
Mstep: Class 27 contains 20504 members 
Mstep: Class 28 contains 11571 members 
Mstep: Class 29 contains 7532 members 
Mstep: Class 30 contains 39530 members 
Mstep: Class 31 contains 2134 members 
Mstep: Class 32 contains 10467 members 
Mstep: Class 33 contains 9023 members 
Mstep: Class 34 contains 207834 members 
Mstep: Class 35 contains 175779 members 
Mstep: Class 36 contains 10104 members 
Mstep: Class 37 contains 1042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235403344.000000 Penalty: 133086.203125
Iteration 108Q: 38 clusters Score -2.354033e+08 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58374 members 
Mstep: Class 2 contains 156832 members 
Mstep: Class 3 contains 7249 members 
Mstep: Class 4 contains 181549 members 
Mstep: Class 5 contains 9145 members 
Mstep: Class 6 contains 708 members 
Mstep: Class 7 contains 29014 members 
Mstep: Class 8 contains 16782 members 
Mstep: Class 9 contains 179475 members 
Mstep: Class 10 contains 6668 members 
Mstep: Class 11 contains 35576 members 
Mstep: Class 12 contains 7865 members 
Mstep: Class 13 contains 17165 members 
Mstep: Class 14 contains 7985 members 
Mstep: Class 15 contains 8264 members 
Mstep: Class 16 contains 7610 members 
Mstep: Class 17 contains 81528 members 
Mstep: Class 18 contains 5397 members 
Mstep: Class 19 contains 13150 members 
Mstep: Class 20 contains 3017 members 
Mstep: Class 21 contains 296360 members 
Mstep: Class 22 contains 45201 members 
Mstep: Class 23 contains 1064 members 
Mstep: Class 24 contains 281708 members 
Mstep: Class 25 contains 16263 members 
Mstep: Class 26 contains 20993 members 
Mstep: Class 27 contains 20454 members 
Mstep: Class 28 contains 11564 members 
Mstep: Class 29 contains 7511 members 
Mstep: Class 30 contains 39474 members 
Mstep: Class 31 contains 2141 members 
Mstep: Class 32 contains 10469 members 
Mstep: Class 33 contains 9008 members 
Mstep: Class 34 contains 207726 members 
Mstep: Class 35 contains 175704 members 
Mstep: Class 36 contains 10109 members 
Mstep: Class 37 contains 1042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235403360.000000 Penalty: 133086.203125
Iteration 109Q: 38 clusters Score -2.354034e+08 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58384 members 
Mstep: Class 2 contains 156826 members 
Mstep: Class 3 contains 7252 members 
Mstep: Class 4 contains 181412 members 
Mstep: Class 5 contains 9216 members 
Mstep: Class 6 contains 708 members 
Mstep: Class 7 contains 29142 members 
Mstep: Class 8 contains 16782 members 
Mstep: Class 9 contains 179664 members 
Mstep: Class 10 contains 6676 members 
Mstep: Class 11 contains 35626 members 
Mstep: Class 12 contains 7869 members 
Mstep: Class 13 contains 17173 members 
Mstep: Class 14 contains 7987 members 
Mstep: Class 15 contains 8263 members 
Mstep: Class 16 contains 7621 members 
Mstep: Class 17 contains 81354 members 
Mstep: Class 18 contains 5402 members 
Mstep: Class 19 contains 13148 members 
Mstep: Class 20 contains 3021 members 
Mstep: Class 21 contains 296496 members 
Mstep: Class 22 contains 45171 members 
Mstep: Class 23 contains 1064 members 
Mstep: Class 24 contains 281703 members 
Mstep: Class 25 contains 16273 members 
Mstep: Class 26 contains 21010 members 
Mstep: Class 27 contains 20384 members 
Mstep: Class 28 contains 11560 members 
Mstep: Class 29 contains 7494 members 
Mstep: Class 30 contains 39436 members 
Mstep: Class 31 contains 2148 members 
Mstep: Class 32 contains 10467 members 
Mstep: Class 33 contains 9001 members 
Mstep: Class 34 contains 207625 members 
Mstep: Class 35 contains 175624 members 
Mstep: Class 36 contains 10120 members 
Mstep: Class 37 contains 1042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235403568.000000 Penalty: 133086.203125
Iteration 110Q: 38 clusters Score -2.354036e+08 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58386 members 
Mstep: Class 2 contains 156817 members 
Mstep: Class 3 contains 7257 members 
Mstep: Class 4 contains 181262 members 
Mstep: Class 5 contains 9285 members 
Mstep: Class 6 contains 708 members 
Mstep: Class 7 contains 29252 members 
Mstep: Class 8 contains 16771 members 
Mstep: Class 9 contains 179838 members 
Mstep: Class 10 contains 6686 members 
Mstep: Class 11 contains 35687 members 
Mstep: Class 12 contains 7880 members 
Mstep: Class 13 contains 17181 members 
Mstep: Class 14 contains 7992 members 
Mstep: Class 15 contains 8267 members 
Mstep: Class 16 contains 7620 members 
Mstep: Class 17 contains 81197 members 
Mstep: Class 18 contains 5407 members 
Mstep: Class 19 contains 13141 members 
Mstep: Class 20 contains 3023 members 
Mstep: Class 21 contains 296615 members 
Mstep: Class 22 contains 45134 members 
Mstep: Class 23 contains 1064 members 
Mstep: Class 24 contains 281692 members 
Mstep: Class 25 contains 16285 members 
Mstep: Class 26 contains 21026 members 
Mstep: Class 27 contains 20319 members 
Mstep: Class 28 contains 11560 members 
Mstep: Class 29 contains 7477 members 
Mstep: Class 30 contains 39417 members 
Mstep: Class 31 contains 2150 members 
Mstep: Class 32 contains 10468 members 
Mstep: Class 33 contains 8994 members 
Mstep: Class 34 contains 207563 members 
Mstep: Class 35 contains 175551 members 
Mstep: Class 36 contains 10130 members 
Mstep: Class 37 contains 1042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235403472.000000 Penalty: 133086.203125
Iteration 111Q: 38 clusters Score -2.354035e+08 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58397 members 
Mstep: Class 2 contains 156815 members 
Mstep: Class 3 contains 7271 members 
Mstep: Class 4 contains 181142 members 
Mstep: Class 5 contains 9342 members 
Mstep: Class 6 contains 708 members 
Mstep: Class 7 contains 29351 members 
Mstep: Class 8 contains 16763 members 
Mstep: Class 9 contains 180050 members 
Mstep: Class 10 contains 6691 members 
Mstep: Class 11 contains 35750 members 
Mstep: Class 12 contains 7882 members 
Mstep: Class 13 contains 17184 members 
Mstep: Class 14 contains 7999 members 
Mstep: Class 15 contains 8272 members 
Mstep: Class 16 contains 7625 members 
Mstep: Class 17 contains 81027 members 
Mstep: Class 18 contains 5406 members 
Mstep: Class 19 contains 13142 members 
Mstep: Class 20 contains 3028 members 
Mstep: Class 21 contains 296682 members 
Mstep: Class 22 contains 45098 members 
Mstep: Class 23 contains 1064 members 
Mstep: Class 24 contains 281693 members 
Mstep: Class 25 contains 16295 members 
Mstep: Class 26 contains 21039 members 
Mstep: Class 27 contains 20258 members 
Mstep: Class 28 contains 11562 members 
Mstep: Class 29 contains 7460 members 
Mstep: Class 30 contains 39396 members 
Mstep: Class 31 contains 2154 members 
Mstep: Class 32 contains 10467 members 
Mstep: Class 33 contains 8987 members 
Mstep: Class 34 contains 207496 members 
Mstep: Class 35 contains 175462 members 
Mstep: Class 36 contains 10144 members 
Mstep: Class 37 contains 1042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235403232.000000 Penalty: 133086.203125
Iteration 112Q: 38 clusters Score -2.354032e+08 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58415 members 
Mstep: Class 2 contains 156807 members 
Mstep: Class 3 contains 7279 members 
Mstep: Class 4 contains 181025 members 
Mstep: Class 5 contains 9405 members 
Mstep: Class 6 contains 708 members 
Mstep: Class 7 contains 29427 members 
Mstep: Class 8 contains 16745 members 
Mstep: Class 9 contains 180263 members 
Mstep: Class 10 contains 6695 members 
Mstep: Class 11 contains 35794 members 
Mstep: Class 12 contains 7892 members 
Mstep: Class 13 contains 17194 members 
Mstep: Class 14 contains 7999 members 
Mstep: Class 15 contains 8277 members 
Mstep: Class 16 contains 7645 members 
Mstep: Class 17 contains 80871 members 
Mstep: Class 18 contains 5411 members 
Mstep: Class 19 contains 13145 members 
Mstep: Class 20 contains 3026 members 
Mstep: Class 21 contains 296770 members 
Mstep: Class 22 contains 45059 members 
Mstep: Class 23 contains 1064 members 
Mstep: Class 24 contains 281684 members 
Mstep: Class 25 contains 16308 members 
Mstep: Class 26 contains 21057 members 
Mstep: Class 27 contains 20191 members 
Mstep: Class 28 contains 11562 members 
Mstep: Class 29 contains 7446 members 
Mstep: Class 30 contains 39372 members 
Mstep: Class 31 contains 2155 members 
Mstep: Class 32 contains 10468 members 
Mstep: Class 33 contains 8986 members 
Mstep: Class 34 contains 207437 members 
Mstep: Class 35 contains 175367 members 
Mstep: Class 36 contains 10153 members 
Mstep: Class 37 contains 1042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235403120.000000 Penalty: 133086.203125
Iteration 113Q: 38 clusters Score -2.354031e+08 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58449 members 
Mstep: Class 2 contains 156797 members 
Mstep: Class 3 contains 7289 members 
Mstep: Class 4 contains 180905 members 
Mstep: Class 5 contains 9448 members 
Mstep: Class 6 contains 708 members 
Mstep: Class 7 contains 29498 members 
Mstep: Class 8 contains 16729 members 
Mstep: Class 9 contains 180473 members 
Mstep: Class 10 contains 6695 members 
Mstep: Class 11 contains 35860 members 
Mstep: Class 12 contains 7896 members 
Mstep: Class 13 contains 17195 members 
Mstep: Class 14 contains 8001 members 
Mstep: Class 15 contains 8278 members 
Mstep: Class 16 contains 7666 members 
Mstep: Class 17 contains 80727 members 
Mstep: Class 18 contains 5412 members 
Mstep: Class 19 contains 13140 members 
Mstep: Class 20 contains 3024 members 
Mstep: Class 21 contains 296850 members 
Mstep: Class 22 contains 45014 members 
Mstep: Class 23 contains 1064 members 
Mstep: Class 24 contains 281681 members 
Mstep: Class 25 contains 16314 members 
Mstep: Class 26 contains 21062 members 
Mstep: Class 27 contains 20116 members 
Mstep: Class 28 contains 11556 members 
Mstep: Class 29 contains 7437 members 
Mstep: Class 30 contains 39352 members 
Mstep: Class 31 contains 2154 members 
Mstep: Class 32 contains 10472 members 
Mstep: Class 33 contains 8979 members 
Mstep: Class 34 contains 207389 members 
Mstep: Class 35 contains 175308 members 
Mstep: Class 36 contains 10164 members 
Mstep: Class 37 contains 1042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235403072.000000 Penalty: 133086.203125
Iteration 114Q: 38 clusters Score -2.354031e+08 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58467 members 
Mstep: Class 2 contains 156791 members 
Mstep: Class 3 contains 7294 members 
Mstep: Class 4 contains 180784 members 
Mstep: Class 5 contains 9498 members 
Mstep: Class 6 contains 708 members 
Mstep: Class 7 contains 29573 members 
Mstep: Class 8 contains 16730 members 
Mstep: Class 9 contains 180669 members 
Mstep: Class 10 contains 6697 members 
Mstep: Class 11 contains 35942 members 
Mstep: Class 12 contains 7895 members 
Mstep: Class 13 contains 17198 members 
Mstep: Class 14 contains 8005 members 
Mstep: Class 15 contains 8279 members 
Mstep: Class 16 contains 7686 members 
Mstep: Class 17 contains 80604 members 
Mstep: Class 18 contains 5416 members 
Mstep: Class 19 contains 13136 members 
Mstep: Class 20 contains 3023 members 
Mstep: Class 21 contains 296969 members 
Mstep: Class 22 contains 44974 members 
Mstep: Class 23 contains 1064 members 
Mstep: Class 24 contains 281655 members 
Mstep: Class 25 contains 16320 members 
Mstep: Class 26 contains 21075 members 
Mstep: Class 27 contains 20047 members 
Mstep: Class 28 contains 11557 members 
Mstep: Class 29 contains 7420 members 
Mstep: Class 30 contains 39328 members 
Mstep: Class 31 contains 2154 members 
Mstep: Class 32 contains 10478 members 
Mstep: Class 33 contains 8969 members 
Mstep: Class 34 contains 207286 members 
Mstep: Class 35 contains 175235 members 
Mstep: Class 36 contains 10176 members 
Mstep: Class 37 contains 1042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235403568.000000 Penalty: 133086.203125
Iteration 115Q: 38 clusters Score -2.354036e+08 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58475 members 
Mstep: Class 2 contains 156796 members 
Mstep: Class 3 contains 7298 members 
Mstep: Class 4 contains 180693 members 
Mstep: Class 5 contains 9541 members 
Mstep: Class 6 contains 708 members 
Mstep: Class 7 contains 29635 members 
Mstep: Class 8 contains 16727 members 
Mstep: Class 9 contains 180847 members 
Mstep: Class 10 contains 6696 members 
Mstep: Class 11 contains 36016 members 
Mstep: Class 12 contains 7895 members 
Mstep: Class 13 contains 17198 members 
Mstep: Class 14 contains 8008 members 
Mstep: Class 15 contains 8278 members 
Mstep: Class 16 contains 7701 members 
Mstep: Class 17 contains 80480 members 
Mstep: Class 18 contains 5415 members 
Mstep: Class 19 contains 13131 members 
Mstep: Class 20 contains 3022 members 
Mstep: Class 21 contains 297086 members 
Mstep: Class 22 contains 44934 members 
Mstep: Class 23 contains 1064 members 
Mstep: Class 24 contains 281626 members 
Mstep: Class 25 contains 16325 members 
Mstep: Class 26 contains 21095 members 
Mstep: Class 27 contains 19982 members 
Mstep: Class 28 contains 11555 members 
Mstep: Class 29 contains 7406 members 
Mstep: Class 30 contains 39335 members 
Mstep: Class 31 contains 2154 members 
Mstep: Class 32 contains 10487 members 
Mstep: Class 33 contains 8961 members 
Mstep: Class 34 contains 207180 members 
Mstep: Class 35 contains 175169 members 
Mstep: Class 36 contains 10183 members 
Mstep: Class 37 contains 1042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235404032.000000 Penalty: 133086.203125
Iteration 116Q: 38 clusters Score -2.35404e+08 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58491 members 
Mstep: Class 2 contains 156786 members 
Mstep: Class 3 contains 7302 members 
Mstep: Class 4 contains 180600 members 
Mstep: Class 5 contains 9590 members 
Mstep: Class 6 contains 708 members 
Mstep: Class 7 contains 29693 members 
Mstep: Class 8 contains 16722 members 
Mstep: Class 9 contains 181026 members 
Mstep: Class 10 contains 6690 members 
Mstep: Class 11 contains 36081 members 
Mstep: Class 12 contains 7895 members 
Mstep: Class 13 contains 17203 members 
Mstep: Class 14 contains 8007 members 
Mstep: Class 15 contains 8285 members 
Mstep: Class 16 contains 7717 members 
Mstep: Class 17 contains 80348 members 
Mstep: Class 18 contains 5416 members 
Mstep: Class 19 contains 13122 members 
Mstep: Class 20 contains 3024 members 
Mstep: Class 21 contains 297247 members 
Mstep: Class 22 contains 44898 members 
Mstep: Class 23 contains 1064 members 
Mstep: Class 24 contains 281599 members 
Mstep: Class 25 contains 16324 members 
Mstep: Class 26 contains 21125 members 
Mstep: Class 27 contains 19921 members 
Mstep: Class 28 contains 11563 members 
Mstep: Class 29 contains 7396 members 
Mstep: Class 30 contains 39313 members 
Mstep: Class 31 contains 2154 members 
Mstep: Class 32 contains 10493 members 
Mstep: Class 33 contains 8949 members 
Mstep: Class 34 contains 207069 members 
Mstep: Class 35 contains 175095 members 
Mstep: Class 36 contains 10186 members 
Mstep: Class 37 contains 1042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235404032.000000 Penalty: 133086.203125
Iteration 117Q: 38 clusters Score -2.35404e+08 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58494 members 
Mstep: Class 2 contains 156778 members 
Mstep: Class 3 contains 7305 members 
Mstep: Class 4 contains 180503 members 
Mstep: Class 5 contains 9636 members 
Mstep: Class 6 contains 708 members 
Mstep: Class 7 contains 29748 members 
Mstep: Class 8 contains 16726 members 
Mstep: Class 9 contains 181200 members 
Mstep: Class 10 contains 6694 members 
Mstep: Class 11 contains 36149 members 
Mstep: Class 12 contains 7903 members 
Mstep: Class 13 contains 17196 members 
Mstep: Class 14 contains 8008 members 
Mstep: Class 15 contains 8283 members 
Mstep: Class 16 contains 7733 members 
Mstep: Class 17 contains 80242 members 
Mstep: Class 18 contains 5415 members 
Mstep: Class 19 contains 13118 members 
Mstep: Class 20 contains 3026 members 
Mstep: Class 21 contains 297447 members 
Mstep: Class 22 contains 44864 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 281579 members 
Mstep: Class 25 contains 16324 members 
Mstep: Class 26 contains 21148 members 
Mstep: Class 27 contains 19864 members 
Mstep: Class 28 contains 11561 members 
Mstep: Class 29 contains 7384 members 
Mstep: Class 30 contains 39306 members 
Mstep: Class 31 contains 2155 members 
Mstep: Class 32 contains 10499 members 
Mstep: Class 33 contains 8933 members 
Mstep: Class 34 contains 206910 members 
Mstep: Class 35 contains 175011 members 
Mstep: Class 36 contains 10187 members 
Mstep: Class 37 contains 1042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235404096.000000 Penalty: 133086.203125
Iteration 118Q: 38 clusters Score -2.354041e+08 nChanged 2216
Entering ConstructFrom: 
Score: -235404096.000000 Penalty: 133086.203125
Entering ConstructFrom: 
Trying to split cluster 1 (58489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58489 members 
Entering Unmasked Estep 
Score: -7136640.500000 Penalty: 2722.195312
	Iteration 0F: 2 clusters Score -7136640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29247 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -7097333.500000 Penalty: 5444.390625
	Iteration 0F: 3 clusters Score -7097334 nChanged 27237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -7112659.500000 Penalty: 5444.390625
	Iteration 1F: 3 clusters Score -7112660 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29125 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -7113407.000000 Penalty: 5444.390625
	Iteration 2Q: 3 clusters Score -7113407 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 29652 members 
Entering Unmasked Estep 
Score: -7114367.000000 Penalty: 5444.390625
	Iteration 3Q: 3 clusters Score -7114367 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -7115549.500000 Penalty: 5444.390625
	Iteration 4Q: 3 clusters Score -7115550 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 30736 members 
Entering Unmasked Estep 
Score: -7117113.500000 Penalty: 5444.390625
	Iteration 5F: 3 clusters Score -7117114 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 31711 members 
Entering Unmasked Estep 
Score: -7118906.500000 Penalty: 5444.390625
	Iteration 6F: 3 clusters Score -7118906 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 32853 members 
Entering Unmasked Estep 
Score: -7120908.500000 Penalty: 5444.390625
	Iteration 7F: 3 clusters Score -7120908 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -7122794.500000 Penalty: 5444.390625
	Iteration 8F: 3 clusters Score -7122794 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 35522 members 
Entering Unmasked Estep 
Score: -7124681.500000 Penalty: 5444.390625
	Iteration 9F: 3 clusters Score -7124682 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -7126386.000000 Penalty: 5444.390625
	Iteration 10Q: 3 clusters Score -7126386 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -7127944.000000 Penalty: 5444.390625
	Iteration 11Q: 3 clusters Score -7127944 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 39268 members 
Entering Unmasked Estep 
Score: -7129148.500000 Penalty: 5444.390625
	Iteration 12Q: 3 clusters Score -7129148 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 40218 members 
Entering Unmasked Estep 
Score: -7129893.500000 Penalty: 5444.390625
	Iteration 13Q: 3 clusters Score -7129894 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 41060 members 
Entering Unmasked Estep 
Score: -7130437.000000 Penalty: 5444.390625
	Iteration 14Q: 3 clusters Score -7130437 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 41823 members 
Entering Unmasked Estep 
Score: -7130790.000000 Penalty: 5444.390625
	Iteration 15Q: 3 clusters Score -7130790 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 42502 members 
Entering Unmasked Estep 
Score: -7131133.500000 Penalty: 5444.390625
	Iteration 16Q: 3 clusters Score -7131134 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 43100 members 
Entering Unmasked Estep 
Score: -7131327.000000 Penalty: 5444.390625
	Iteration 17Q: 3 clusters Score -7131327 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 43659 members 
Entering Unmasked Estep 
Score: -7131541.000000 Penalty: 5444.390625
	Iteration 18Q: 3 clusters Score -7131541 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 44209 members 
Entering Unmasked Estep 
Score: -7131701.000000 Penalty: 5444.390625
	Iteration 19Q: 3 clusters Score -7131701 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 44721 members 
Entering Unmasked Estep 
Score: -7131828.500000 Penalty: 5444.390625
	Iteration 20F: 3 clusters Score -7131828 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 45197 members 
Entering Unmasked Estep 
Score: -7131919.000000 Penalty: 5444.390625
	Iteration 21Q: 3 clusters Score -7131919 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 45678 members 
Entering Unmasked Estep 
Score: -7132056.500000 Penalty: 5444.390625
	Iteration 22Q: 3 clusters Score -7132056 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 46115 members 
Entering Unmasked Estep 
Score: -7132140.500000 Penalty: 5444.390625
	Iteration 23Q: 3 clusters Score -7132140 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 46559 members 
Entering Unmasked Estep 
Score: -7132214.000000 Penalty: 5444.390625
	Iteration 24Q: 3 clusters Score -7132214 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 47001 members 
Entering Unmasked Estep 
Score: -7132308.000000 Penalty: 5444.390625
	Iteration 25Q: 3 clusters Score -7132308 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 47437 members 
Entering Unmasked Estep 
Score: -7132388.500000 Penalty: 5444.390625
	Iteration 26Q: 3 clusters Score -7132388 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 47901 members 
Entering Unmasked Estep 
Score: -7132512.500000 Penalty: 5444.390625
	Iteration 27Q: 3 clusters Score -7132512 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 48388 members 
Entering Unmasked Estep 
Score: -7132632.000000 Penalty: 5444.390625
	Iteration 28Q: 3 clusters Score -7132632 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 48893 members 
Entering Unmasked Estep 
Score: -7132780.000000 Penalty: 5444.390625
	Iteration 29Q: 3 clusters Score -7132780 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 49380 members 
Entering Unmasked Estep 
Score: -7132877.500000 Penalty: 5444.390625
	Iteration 30Q: 3 clusters Score -7132878 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 49865 members 
Entering Unmasked Estep 
Score: -7133018.500000 Penalty: 5444.390625
	Iteration 31Q: 3 clusters Score -7133018 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 50315 members 
Entering Unmasked Estep 
Score: -7133132.500000 Penalty: 5444.390625
	Iteration 32Q: 3 clusters Score -7133132 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 50745 members 
Entering Unmasked Estep 
Score: -7133257.000000 Penalty: 5444.390625
	Iteration 33Q: 3 clusters Score -7133257 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 51152 members 
Entering Unmasked Estep 
Score: -7133395.500000 Penalty: 5444.390625
	Iteration 34Q: 3 clusters Score -7133396 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 51572 members 
Entering Unmasked Estep 
Score: -7133514.500000 Penalty: 5444.390625
	Iteration 35Q: 3 clusters Score -7133514 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 52028 members 
Entering Unmasked Estep 
Score: -7133657.000000 Penalty: 5444.390625
	Iteration 36Q: 3 clusters Score -7133657 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 52463 members 
Entering Unmasked Estep 
Score: -7133766.500000 Penalty: 5444.390625
	Iteration 37Q: 3 clusters Score -7133766 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 52878 members 
Entering Unmasked Estep 
Score: -7133938.500000 Penalty: 5444.390625
	Iteration 38Q: 3 clusters Score -7133938 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 53305 members 
Entering Unmasked Estep 
Score: -7134085.000000 Penalty: 5444.390625
	Iteration 39Q: 3 clusters Score -7134085 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 53695 members 
Entering Unmasked Estep 
Score: -7134214.000000 Penalty: 5444.390625
	Iteration 40F: 3 clusters Score -7134214 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 54023 members 
Entering Unmasked Estep 
Score: -7134323.500000 Penalty: 5444.390625
	Iteration 41Q: 3 clusters Score -7134324 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 54332 members 
Entering Unmasked Estep 
Score: -7134431.500000 Penalty: 5444.390625
	Iteration 42Q: 3 clusters Score -7134432 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 54642 members 
Entering Unmasked Estep 
Score: -7134510.500000 Penalty: 5444.390625
	Iteration 43Q: 3 clusters Score -7134510 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 54902 members 
Entering Unmasked Estep 
Score: -7134608.000000 Penalty: 5444.390625
	Iteration 44Q: 3 clusters Score -7134608 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 55165 members 
Entering Unmasked Estep 
Score: -7134693.500000 Penalty: 5444.390625
	Iteration 45Q: 3 clusters Score -7134694 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 55416 members 
Entering Unmasked Estep 
Score: -7134781.000000 Penalty: 5444.390625
	Iteration 46Q: 3 clusters Score -7134781 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 55636 members 
Entering Unmasked Estep 
Score: -7134846.000000 Penalty: 5444.390625
	Iteration 47Q: 3 clusters Score -7134846 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 55824 members 
Entering Unmasked Estep 
Score: -7134910.500000 Penalty: 5444.390625
	Iteration 48Q: 3 clusters Score -7134910 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 55982 members 
Entering Unmasked Estep 
Score: -7134939.500000 Penalty: 5444.390625
	Iteration 49Q: 3 clusters Score -7134940 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 56119 members 
Entering Unmasked Estep 
Score: -7134978.000000 Penalty: 5444.390625
	Iteration 50Q: 3 clusters Score -7134978 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 56241 members 
Entering Unmasked Estep 
Score: -7135013.000000 Penalty: 5444.390625
	Iteration 51Q: 3 clusters Score -7135013 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 56340 members 
Entering Unmasked Estep 
Score: -7135034.000000 Penalty: 5444.390625
	Iteration 52Q: 3 clusters Score -7135034 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 56438 members 
Entering Unmasked Estep 
Score: -7135055.500000 Penalty: 5444.390625
	Iteration 53Q: 3 clusters Score -7135056 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 56523 members 
Entering Unmasked Estep 
Score: -7135104.000000 Penalty: 5444.390625
	Iteration 54Q: 3 clusters Score -7135104 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 56598 members 
Entering Unmasked Estep 
Score: -7135122.500000 Penalty: 5444.390625
	Iteration 55Q: 3 clusters Score -7135122 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 56649 members 
Entering Unmasked Estep 
Score: -7135128.000000 Penalty: 5444.390625
	Iteration 56Q: 3 clusters Score -7135128 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 56692 members 
Entering Unmasked Estep 
Score: -7135149.000000 Penalty: 5444.390625
	Iteration 57Q: 3 clusters Score -7135149 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 56724 members 
Entering Unmasked Estep 
Score: -7135153.000000 Penalty: 5444.390625
	Iteration 58Q: 3 clusters Score -7135153 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 56758 members 
Entering Unmasked Estep 
Score: -7135164.000000 Penalty: 5444.390625
	Iteration 59Q: 3 clusters Score -7135164 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 56782 members 
Entering Unmasked Estep 
Score: -7135166.000000 Penalty: 5444.390625
	Iteration 60F: 3 clusters Score -7135166 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 56805 members 
Entering Unmasked Estep 
Score: -7135168.500000 Penalty: 5444.390625
	Iteration 61Q: 3 clusters Score -7135168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 56827 members 
Entering Unmasked Estep 
Score: -7135169.000000 Penalty: 5444.390625
	Iteration 62Q: 3 clusters Score -7135169 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 56844 members 
Entering Unmasked Estep 
Score: -7135171.000000 Penalty: 5444.390625
	Iteration 63Q: 3 clusters Score -7135171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 56852 members 
Entering Unmasked Estep 
Score: -7135177.000000 Penalty: 5444.390625
	Iteration 64Q: 3 clusters Score -7135177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 56855 members 
Entering Unmasked Estep 
Score: -7135176.000000 Penalty: 5444.390625
	Iteration 65Q: 3 clusters Score -7135176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 56859 members 
Entering Unmasked Estep 
Score: -7135172.500000 Penalty: 5444.390625
	Iteration 66Q: 3 clusters Score -7135172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 56859 members 
Entering Unmasked Estep 
Score: -7135172.500000 Penalty: 5444.390625
	Iteration 67F: 3 clusters Score -7135172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (156755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156755 members 
Entering Unmasked Estep 
Score: -19121304.000000 Penalty: 2966.685059
	Iteration 0F: 2 clusters Score -1.91213e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78446 members 
Mstep: Class 2 contains 78309 members 
Entering Unmasked Estep 
Score: -19016538.000000 Penalty: 5933.370117
	Iteration 0F: 3 clusters Score -1.901654e+07 nChanged 74894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80290 members 
Mstep: Class 2 contains 76465 members 
Entering Unmasked Estep 
Score: -19059738.000000 Penalty: 5933.370117
	Iteration 1F: 3 clusters Score -1.905974e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81169 members 
Mstep: Class 2 contains 75586 members 
Entering Unmasked Estep 
Score: -19060654.000000 Penalty: 5933.370117
	Iteration 2Q: 3 clusters Score -1.906065e+07 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82478 members 
Mstep: Class 2 contains 74277 members 
Entering Unmasked Estep 
Score: -19061576.000000 Penalty: 5933.370117
	Iteration 3Q: 3 clusters Score -1.906158e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84458 members 
Mstep: Class 2 contains 72297 members 
Entering Unmasked Estep 
Score: -19062660.000000 Penalty: 5933.370117
	Iteration 4Q: 3 clusters Score -1.906266e+07 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87222 members 
Mstep: Class 2 contains 69533 members 
Entering Unmasked Estep 
Score: -19063986.000000 Penalty: 5933.370117
	Iteration 5Q: 3 clusters Score -1.906399e+07 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91299 members 
Mstep: Class 2 contains 65456 members 
Entering Unmasked Estep 
Score: -19065818.000000 Penalty: 5933.370117
	Iteration 6Q: 3 clusters Score -1.906582e+07 nChanged 6984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97241 members 
Mstep: Class 2 contains 59514 members 
Entering Unmasked Estep 
Score: -19069246.000000 Penalty: 5933.370117
	Iteration 7Q: 3 clusters Score -1.906925e+07 nChanged 8844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105497 members 
Mstep: Class 2 contains 51258 members 
Entering Unmasked Estep 
Score: -19074662.000000 Penalty: 5933.370117
	Iteration 8F: 3 clusters Score -1.907466e+07 nChanged 10808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116093 members 
Mstep: Class 2 contains 40662 members 
Entering Unmasked Estep 
Score: -19083122.000000 Penalty: 5933.370117
	Iteration 9F: 3 clusters Score -1.908312e+07 nChanged 11826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127869 members 
Mstep: Class 2 contains 28886 members 
Entering Unmasked Estep 
Score: -19093474.000000 Penalty: 5933.370117
	Iteration 10F: 3 clusters Score -1.909347e+07 nChanged 10944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138799 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -19103464.000000 Penalty: 5933.370117
	Iteration 11F: 3 clusters Score -1.910346e+07 nChanged 8147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146934 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -19110878.000000 Penalty: 5933.370117
	Iteration 12F: 3 clusters Score -1.911088e+07 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151857 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -19115168.000000 Penalty: 5933.370117
	Iteration 13Q: 3 clusters Score -1.911517e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154326 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -19117302.000000 Penalty: 5933.370117
	Iteration 14Q: 3 clusters Score -1.91173e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155356 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -19118110.000000 Penalty: 5933.370117
	Iteration 15Q: 3 clusters Score -1.911811e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155788 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -19118382.000000 Penalty: 5933.370117
	Iteration 16Q: 3 clusters Score -1.911838e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155989 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -19118540.000000 Penalty: 5933.370117
	Iteration 17Q: 3 clusters Score -1.911854e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156088 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -19118648.000000 Penalty: 5933.370117
	Iteration 18Q: 3 clusters Score -1.911865e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156157 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -19118722.000000 Penalty: 5933.370117
	Iteration 19Q: 3 clusters Score -1.911872e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156207 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -19118756.000000 Penalty: 5933.370117
	Iteration 20F: 3 clusters Score -1.911876e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156243 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -19118822.000000 Penalty: 5933.370117
	Iteration 21Q: 3 clusters Score -1.911882e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156255 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -19118854.000000 Penalty: 5933.370117
	Iteration 22Q: 3 clusters Score -1.911885e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156271 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -19118856.000000 Penalty: 5933.370117
	Iteration 23Q: 3 clusters Score -1.911886e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156278 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -19118860.000000 Penalty: 5933.370117
	Iteration 24Q: 3 clusters Score -1.911886e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156283 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -19118874.000000 Penalty: 5933.370117
	Iteration 25Q: 3 clusters Score -1.911887e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156287 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -19118874.000000 Penalty: 5933.370117
	Iteration 26Q: 3 clusters Score -1.911887e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156295 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -19118884.000000 Penalty: 5933.370117
	Iteration 27Q: 3 clusters Score -1.911888e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156296 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -19118876.000000 Penalty: 5933.370117
	Iteration 28Q: 3 clusters Score -1.911888e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156295 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -19118876.000000 Penalty: 5933.370117
	Iteration 29Q: 3 clusters Score -1.911888e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156297 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -19118866.000000 Penalty: 5933.370117
	Iteration 30Q: 3 clusters Score -1.911887e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156298 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -19118878.000000 Penalty: 5933.370117
	Iteration 31Q: 3 clusters Score -1.911888e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156299 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -19118872.000000 Penalty: 5933.370117
	Iteration 32Q: 3 clusters Score -1.911887e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156300 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -19118878.000000 Penalty: 5933.370117
	Iteration 33Q: 3 clusters Score -1.911888e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156301 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -19118880.000000 Penalty: 5933.370117
	Iteration 34Q: 3 clusters Score -1.911888e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156299 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -19118886.000000 Penalty: 5933.370117
	Iteration 35Q: 3 clusters Score -1.911889e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156298 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -19118892.000000 Penalty: 5933.370117
	Iteration 36Q: 3 clusters Score -1.911889e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156300 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -19118888.000000 Penalty: 5933.370117
	Iteration 37Q: 3 clusters Score -1.911889e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156305 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -19118896.000000 Penalty: 5933.370117
	Iteration 38Q: 3 clusters Score -1.91189e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156306 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -19118894.000000 Penalty: 5933.370117
	Iteration 39Q: 3 clusters Score -1.911889e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156306 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -19118894.000000 Penalty: 5933.370117
	Iteration 40F: 3 clusters Score -1.911889e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156307 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -19118886.000000 Penalty: 5933.370117
	Iteration 41Q: 3 clusters Score -1.911889e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156309 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -19118880.000000 Penalty: 5933.370117
	Iteration 42Q: 3 clusters Score -1.911888e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156309 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -19118880.000000 Penalty: 5933.370117
	Iteration 43F: 3 clusters Score -1.911888e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Entering Unmasked Estep 
Score: -784006.812500 Penalty: 2206.319824
	Iteration 0F: 2 clusters Score -784006.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -778068.625000 Penalty: 4412.639648
	Iteration 0F: 3 clusters Score -778068.6 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -779833.562500 Penalty: 4412.639648
	Iteration 1F: 3 clusters Score -779833.6 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -780336.687500 Penalty: 4412.639648
	Iteration 2F: 3 clusters Score -780336.7 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -780882.250000 Penalty: 4412.639648
	Iteration 3F: 3 clusters Score -780882.2 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -781510.500000 Penalty: 4412.639648
	Iteration 4F: 3 clusters Score -781510.5 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -782119.812500 Penalty: 4412.639648
	Iteration 5F: 3 clusters Score -782119.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -782552.812500 Penalty: 4412.639648
	Iteration 6F: 3 clusters Score -782552.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -782869.125000 Penalty: 4412.639648
	Iteration 7Q: 3 clusters Score -782869.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -783088.000000 Penalty: 4412.639648
	Iteration 8Q: 3 clusters Score -783088 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -783237.687500 Penalty: 4412.639648
	Iteration 9Q: 3 clusters Score -783237.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -783338.687500 Penalty: 4412.639648
	Iteration 10Q: 3 clusters Score -783338.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -783394.687500 Penalty: 4412.639648
	Iteration 11Q: 3 clusters Score -783394.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -783424.625000 Penalty: 4412.639648
	Iteration 12Q: 3 clusters Score -783424.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -783442.500000 Penalty: 4412.639648
	Iteration 13Q: 3 clusters Score -783442.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -783452.500000 Penalty: 4412.639648
	Iteration 14Q: 3 clusters Score -783452.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -783461.937500 Penalty: 4412.639648
	Iteration 15Q: 3 clusters Score -783461.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -783467.437500 Penalty: 4412.639648
	Iteration 16Q: 3 clusters Score -783467.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -783472.687500 Penalty: 4412.639648
	Iteration 17Q: 3 clusters Score -783472.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -783473.562500 Penalty: 4412.639648
	Iteration 18Q: 3 clusters Score -783473.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -783478.812500 Penalty: 4412.639648
	Iteration 19Q: 3 clusters Score -783478.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -783484.812500 Penalty: 4412.639648
	Iteration 20F: 3 clusters Score -783484.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -783490.187500 Penalty: 4412.639648
	Iteration 21Q: 3 clusters Score -783490.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -783491.437500 Penalty: 4412.639648
	Iteration 22Q: 3 clusters Score -783491.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -783494.750000 Penalty: 4412.639648
	Iteration 23Q: 3 clusters Score -783494.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -783498.937500 Penalty: 4412.639648
	Iteration 24Q: 3 clusters Score -783498.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -783501.437500 Penalty: 4412.639648
	Iteration 25Q: 3 clusters Score -783501.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -783503.375000 Penalty: 4412.639648
	Iteration 26Q: 3 clusters Score -783503.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -783503.937500 Penalty: 4412.639648
	Iteration 27Q: 3 clusters Score -783503.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -783504.562500 Penalty: 4412.639648
	Iteration 28Q: 3 clusters Score -783504.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -783504.562500 Penalty: 4412.639648
	Iteration 29F: 3 clusters Score -783504.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (180401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180401 members 
Entering Unmasked Estep 
Score: -22002778.000000 Penalty: 3001.528564
	Iteration 0F: 2 clusters Score -2.200278e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90335 members 
Mstep: Class 2 contains 90066 members 
Entering Unmasked Estep 
Score: -21883184.000000 Penalty: 6003.057129
	Iteration 0F: 3 clusters Score -2.188318e+07 nChanged 86423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92412 members 
Mstep: Class 2 contains 87989 members 
Entering Unmasked Estep 
Score: -21932794.000000 Penalty: 6003.057129
	Iteration 1F: 3 clusters Score -2.193279e+07 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93633 members 
Mstep: Class 2 contains 86768 members 
Entering Unmasked Estep 
Score: -21933764.000000 Penalty: 6003.057129
	Iteration 2Q: 3 clusters Score -2.193376e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95700 members 
Mstep: Class 2 contains 84701 members 
Entering Unmasked Estep 
Score: -21935012.000000 Penalty: 6003.057129
	Iteration 3Q: 3 clusters Score -2.193501e+07 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98934 members 
Mstep: Class 2 contains 81467 members 
Entering Unmasked Estep 
Score: -21936414.000000 Penalty: 6003.057129
	Iteration 4Q: 3 clusters Score -2.193641e+07 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104024 members 
Mstep: Class 2 contains 76377 members 
Entering Unmasked Estep 
Score: -21938960.000000 Penalty: 6003.057129
	Iteration 5Q: 3 clusters Score -2.193896e+07 nChanged 9110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111716 members 
Mstep: Class 2 contains 68685 members 
Entering Unmasked Estep 
Score: -21943248.000000 Penalty: 6003.057129
	Iteration 6F: 3 clusters Score -2.194325e+07 nChanged 11784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122624 members 
Mstep: Class 2 contains 57777 members 
Entering Unmasked Estep 
Score: -21950582.000000 Penalty: 6003.057129
	Iteration 7F: 3 clusters Score -2.195058e+07 nChanged 14273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136397 members 
Mstep: Class 2 contains 44004 members 
Entering Unmasked Estep 
Score: -21961340.000000 Penalty: 6003.057129
	Iteration 8F: 3 clusters Score -2.196134e+07 nChanged 14893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151072 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -21974350.000000 Penalty: 6003.057129
	Iteration 9F: 3 clusters Score -2.197435e+07 nChanged 12612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163640 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -21986162.000000 Penalty: 6003.057129
	Iteration 10F: 3 clusters Score -2.198616e+07 nChanged 8547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172177 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -21993740.000000 Penalty: 6003.057129
	Iteration 11Q: 3 clusters Score -2.199374e+07 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176700 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -21997678.000000 Penalty: 6003.057129
	Iteration 12Q: 3 clusters Score -2.199768e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178624 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -21999146.000000 Penalty: 6003.057129
	Iteration 13Q: 3 clusters Score -2.199915e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179352 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -21999812.000000 Penalty: 6003.057129
	Iteration 14Q: 3 clusters Score -2.199981e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179631 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -22000052.000000 Penalty: 6003.057129
	Iteration 15Q: 3 clusters Score -2.200005e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179728 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -22000142.000000 Penalty: 6003.057129
	Iteration 16Q: 3 clusters Score -2.200014e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179782 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -22000188.000000 Penalty: 6003.057129
	Iteration 17Q: 3 clusters Score -2.200019e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179813 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -22000224.000000 Penalty: 6003.057129
	Iteration 18Q: 3 clusters Score -2.200022e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179827 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -22000298.000000 Penalty: 6003.057129
	Iteration 19Q: 3 clusters Score -2.20003e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179849 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -22000312.000000 Penalty: 6003.057129
	Iteration 20F: 3 clusters Score -2.200031e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179864 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -22000330.000000 Penalty: 6003.057129
	Iteration 21Q: 3 clusters Score -2.200033e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179874 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -22000340.000000 Penalty: 6003.057129
	Iteration 22Q: 3 clusters Score -2.200034e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179877 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -22000354.000000 Penalty: 6003.057129
	Iteration 23Q: 3 clusters Score -2.200035e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179877 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -22000372.000000 Penalty: 6003.057129
	Iteration 24Q: 3 clusters Score -2.200037e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179877 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -22000376.000000 Penalty: 6003.057129
	Iteration 25Q: 3 clusters Score -2.200038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179879 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -22000380.000000 Penalty: 6003.057129
	Iteration 26Q: 3 clusters Score -2.200038e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179882 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -22000384.000000 Penalty: 6003.057129
	Iteration 27Q: 3 clusters Score -2.200038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179885 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -22000380.000000 Penalty: 6003.057129
	Iteration 28Q: 3 clusters Score -2.200038e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179889 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -22000392.000000 Penalty: 6003.057129
	Iteration 29Q: 3 clusters Score -2.200039e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179892 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -22000392.000000 Penalty: 6003.057129
	Iteration 30Q: 3 clusters Score -2.200039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179894 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -22000392.000000 Penalty: 6003.057129
	Iteration 31Q: 3 clusters Score -2.200039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179892 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -22000400.000000 Penalty: 6003.057129
	Iteration 32Q: 3 clusters Score -2.20004e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179893 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -22000386.000000 Penalty: 6003.057129
	Iteration 33Q: 3 clusters Score -2.200039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179891 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -22000388.000000 Penalty: 6003.057129
	Iteration 34Q: 3 clusters Score -2.200039e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179893 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -22000384.000000 Penalty: 6003.057129
	Iteration 35Q: 3 clusters Score -2.200038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179895 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -22000396.000000 Penalty: 6003.057129
	Iteration 36Q: 3 clusters Score -2.20004e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179896 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -22000388.000000 Penalty: 6003.057129
	Iteration 37Q: 3 clusters Score -2.200039e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179895 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -22000388.000000 Penalty: 6003.057129
	Iteration 38Q: 3 clusters Score -2.200039e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179895 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -22000388.000000 Penalty: 6003.057129
	Iteration 39F: 3 clusters Score -2.200039e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Entering Unmasked Estep 
Score: -1175792.625000 Penalty: 2275.611572
	Iteration 0F: 2 clusters Score -1175793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1168297.625000 Penalty: 4551.223145
	Iteration 0F: 3 clusters Score -1168298 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1170508.750000 Penalty: 4551.223145
	Iteration 1F: 3 clusters Score -1170509 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1170817.750000 Penalty: 4551.223145
	Iteration 2F: 3 clusters Score -1170818 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1171050.500000 Penalty: 4551.223145
	Iteration 3F: 3 clusters Score -1171050 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1171300.125000 Penalty: 4551.223145
	Iteration 4Q: 3 clusters Score -1171300 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1171585.375000 Penalty: 4551.223145
	Iteration 5F: 3 clusters Score -1171585 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1171853.000000 Penalty: 4551.223145
	Iteration 6Q: 3 clusters Score -1171853 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1172111.750000 Penalty: 4551.223145
	Iteration 7Q: 3 clusters Score -1172112 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1172419.500000 Penalty: 4551.223145
	Iteration 8Q: 3 clusters Score -1172420 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1172738.250000 Penalty: 4551.223145
	Iteration 9Q: 3 clusters Score -1172738 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1173018.500000 Penalty: 4551.223145
	Iteration 10Q: 3 clusters Score -1173018 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1173220.500000 Penalty: 4551.223145
	Iteration 11Q: 3 clusters Score -1173220 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1173402.750000 Penalty: 4551.223145
	Iteration 12Q: 3 clusters Score -1173403 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1173539.875000 Penalty: 4551.223145
	Iteration 13Q: 3 clusters Score -1173540 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1173641.875000 Penalty: 4551.223145
	Iteration 14Q: 3 clusters Score -1173642 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1173708.500000 Penalty: 4551.223145
	Iteration 15Q: 3 clusters Score -1173708 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1173764.250000 Penalty: 4551.223145
	Iteration 16Q: 3 clusters Score -1173764 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1173820.250000 Penalty: 4551.223145
	Iteration 17Q: 3 clusters Score -1173820 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1173877.625000 Penalty: 4551.223145
	Iteration 18Q: 3 clusters Score -1173878 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1173917.375000 Penalty: 4551.223145
	Iteration 19Q: 3 clusters Score -1173917 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1173941.125000 Penalty: 4551.223145
	Iteration 20F: 3 clusters Score -1173941 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1173953.250000 Penalty: 4551.223145
	Iteration 21Q: 3 clusters Score -1173953 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1173970.625000 Penalty: 4551.223145
	Iteration 22Q: 3 clusters Score -1173971 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1173985.000000 Penalty: 4551.223145
	Iteration 23Q: 3 clusters Score -1173985 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1173999.250000 Penalty: 4551.223145
	Iteration 24Q: 3 clusters Score -1173999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1174003.625000 Penalty: 4551.223145
	Iteration 25Q: 3 clusters Score -1174004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1174009.375000 Penalty: 4551.223145
	Iteration 26Q: 3 clusters Score -1174009 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1174013.125000 Penalty: 4551.223145
	Iteration 27Q: 3 clusters Score -1174013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1174017.000000 Penalty: 4551.223145
	Iteration 28Q: 3 clusters Score -1174017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1174017.375000 Penalty: 4551.223145
	Iteration 29Q: 3 clusters Score -1174017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1174022.750000 Penalty: 4551.223145
	Iteration 30Q: 3 clusters Score -1174023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1174024.000000 Penalty: 4551.223145
	Iteration 31Q: 3 clusters Score -1174024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1174024.875000 Penalty: 4551.223145
	Iteration 32Q: 3 clusters Score -1174025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1174025.375000 Penalty: 4551.223145
	Iteration 33Q: 3 clusters Score -1174025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1174027.125000 Penalty: 4551.223145
	Iteration 34Q: 3 clusters Score -1174027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1174027.875000 Penalty: 4551.223145
	Iteration 35Q: 3 clusters Score -1174028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1174027.125000 Penalty: 4551.223145
	Iteration 36Q: 3 clusters Score -1174027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1174027.125000 Penalty: 4551.223145
	Iteration 37F: 3 clusters Score -1174027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Entering Unmasked Estep 
Score: -64132.386719 Penalty: 1627.486206
	Iteration 0F: 2 clusters Score -64132.39 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 349 members 
Entering Unmasked Estep 
Score: -62507.707031 Penalty: 3254.972412
	Iteration 0F: 3 clusters Score -62507.71 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -63057.136719 Penalty: 3254.972412
	Iteration 1F: 3 clusters Score -63057.14 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -63357.550781 Penalty: 3254.972412
	Iteration 2F: 3 clusters Score -63357.55 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -63659.074219 Penalty: 3254.972412
	Iteration 3F: 3 clusters Score -63659.07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -63940.593750 Penalty: 3254.972412
	Iteration 4F: 3 clusters Score -63940.59 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -64451.800781 Penalty: 3254.972412
	Iteration 5F: 3 clusters Score -64451.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -64772.363281 Penalty: 3254.972412
	Iteration 6Q: 3 clusters Score -64772.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -64919.183594 Penalty: 3254.972412
	Iteration 7Q: 3 clusters Score -64919.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -64965.062500 Penalty: 3254.972412
	Iteration 8Q: 3 clusters Score -64965.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -64976.761719 Penalty: 3254.972412
	Iteration 9Q: 3 clusters Score -64976.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -64988.250000 Penalty: 3254.972412
	Iteration 10Q: 3 clusters Score -64988.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -64991.992188 Penalty: 3254.972412
	Iteration 11Q: 3 clusters Score -64991.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -64991.992188 Penalty: 3254.972412
	Iteration 12F: 3 clusters Score -64991.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58489 members 
Mstep: Class 2 contains 156755 members 
Mstep: Class 3 contains 7306 members 
Mstep: Class 4 contains 180401 members 
Mstep: Class 5 contains 9661 members 
Mstep: Class 6 contains 426 members 
Mstep: Class 7 contains 29801 members 
Mstep: Class 8 contains 16731 members 
Mstep: Class 9 contains 181400 members 
Mstep: Class 10 contains 6696 members 
Mstep: Class 11 contains 36227 members 
Mstep: Class 12 contains 7916 members 
Mstep: Class 13 contains 17207 members 
Mstep: Class 14 contains 8007 members 
Mstep: Class 15 contains 8287 members 
Mstep: Class 16 contains 7743 members 
Mstep: Class 17 contains 80124 members 
Mstep: Class 18 contains 5419 members 
Mstep: Class 19 contains 13122 members 
Mstep: Class 20 contains 3026 members 
Mstep: Class 21 contains 297660 members 
Mstep: Class 22 contains 44817 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 281582 members 
Mstep: Class 25 contains 16333 members 
Mstep: Class 26 contains 21165 members 
Mstep: Class 27 contains 19805 members 
Mstep: Class 28 contains 11560 members 
Mstep: Class 29 contains 7371 members 
Mstep: Class 30 contains 39301 members 
Mstep: Class 31 contains 2155 members 
Mstep: Class 32 contains 10502 members 
Mstep: Class 33 contains 8926 members 
Mstep: Class 34 contains 206718 members 
Mstep: Class 35 contains 174927 members 
Mstep: Class 36 contains 10189 members 
Mstep: Class 37 contains 1042 members 
Mstep: Class 38 contains 282 members 
Entering Unmasked Estep 
Score: -235403456.000000 Penalty: 136683.125000
Splitting cluster 6 changes total score from -235404096.000000 to -235403456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (29801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Entering Unmasked Estep 
Score: -3593747.500000 Penalty: 2554.969727
	Iteration 0F: 2 clusters Score -3593748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -3573266.250000 Penalty: 5109.939453
	Iteration 0F: 3 clusters Score -3573266 nChanged 13374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -3580512.250000 Penalty: 5109.939453
	Iteration 1F: 3 clusters Score -3580512 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -3580962.250000 Penalty: 5109.939453
	Iteration 2Q: 3 clusters Score -3580962 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -3581372.750000 Penalty: 5109.939453
	Iteration 3Q: 3 clusters Score -3581373 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -3581781.750000 Penalty: 5109.939453
	Iteration 4Q: 3 clusters Score -3581782 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -3582154.250000 Penalty: 5109.939453
	Iteration 5Q: 3 clusters Score -3582154 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -3582639.750000 Penalty: 5109.939453
	Iteration 6Q: 3 clusters Score -3582640 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -3583239.250000 Penalty: 5109.939453
	Iteration 7Q: 3 clusters Score -3583239 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -3584075.250000 Penalty: 5109.939453
	Iteration 8Q: 3 clusters Score -3584075 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -3585060.250000 Penalty: 5109.939453
	Iteration 9Q: 3 clusters Score -3585060 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -3586075.250000 Penalty: 5109.939453
	Iteration 10Q: 3 clusters Score -3586075 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -3587029.000000 Penalty: 5109.939453
	Iteration 11Q: 3 clusters Score -3587029 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -3587844.750000 Penalty: 5109.939453
	Iteration 12Q: 3 clusters Score -3587845 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -3588567.500000 Penalty: 5109.939453
	Iteration 13Q: 3 clusters Score -3588568 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -3589205.750000 Penalty: 5109.939453
	Iteration 14Q: 3 clusters Score -3589206 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -3589782.750000 Penalty: 5109.939453
	Iteration 15Q: 3 clusters Score -3589783 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -3590267.500000 Penalty: 5109.939453
	Iteration 16Q: 3 clusters Score -3590268 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -3590651.500000 Penalty: 5109.939453
	Iteration 17Q: 3 clusters Score -3590652 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -3590952.750000 Penalty: 5109.939453
	Iteration 18Q: 3 clusters Score -3590953 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -3591154.750000 Penalty: 5109.939453
	Iteration 19Q: 3 clusters Score -3591155 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -3591293.250000 Penalty: 5109.939453
	Iteration 20F: 3 clusters Score -3591293 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -3591398.500000 Penalty: 5109.939453
	Iteration 21Q: 3 clusters Score -3591398 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27658 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -3591487.750000 Penalty: 5109.939453
	Iteration 22Q: 3 clusters Score -3591488 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3591570.500000 Penalty: 5109.939453
	Iteration 23Q: 3 clusters Score -3591570 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3591623.250000 Penalty: 5109.939453
	Iteration 24Q: 3 clusters Score -3591623 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -3591673.000000 Penalty: 5109.939453
	Iteration 25Q: 3 clusters Score -3591673 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28042 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -3591712.000000 Penalty: 5109.939453
	Iteration 26Q: 3 clusters Score -3591712 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3591726.750000 Penalty: 5109.939453
	Iteration 27Q: 3 clusters Score -3591727 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28101 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -3591739.000000 Penalty: 5109.939453
	Iteration 28Q: 3 clusters Score -3591739 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3591756.000000 Penalty: 5109.939453
	Iteration 29Q: 3 clusters Score -3591756 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28129 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -3591767.250000 Penalty: 5109.939453
	Iteration 30Q: 3 clusters Score -3591767 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -3591776.750000 Penalty: 5109.939453
	Iteration 31Q: 3 clusters Score -3591777 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -3591783.500000 Penalty: 5109.939453
	Iteration 32Q: 3 clusters Score -3591784 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28167 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -3591793.000000 Penalty: 5109.939453
	Iteration 33Q: 3 clusters Score -3591793 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3591806.250000 Penalty: 5109.939453
	Iteration 34Q: 3 clusters Score -3591806 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -3591811.250000 Penalty: 5109.939453
	Iteration 35Q: 3 clusters Score -3591811 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28209 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3591814.000000 Penalty: 5109.939453
	Iteration 36Q: 3 clusters Score -3591814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28210 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3591821.250000 Penalty: 5109.939453
	Iteration 37Q: 3 clusters Score -3591821 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3591828.750000 Penalty: 5109.939453
	Iteration 38Q: 3 clusters Score -3591829 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -3591829.750000 Penalty: 5109.939453
	Iteration 39Q: 3 clusters Score -3591830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -3591833.750000 Penalty: 5109.939453
	Iteration 40F: 3 clusters Score -3591834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3591836.000000 Penalty: 5109.939453
	Iteration 41Q: 3 clusters Score -3591836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28260 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3591834.000000 Penalty: 5109.939453
	Iteration 42Q: 3 clusters Score -3591834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28265 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -3591833.500000 Penalty: 5109.939453
	Iteration 43Q: 3 clusters Score -3591834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3591838.750000 Penalty: 5109.939453
	Iteration 44Q: 3 clusters Score -3591839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3591842.750000 Penalty: 5109.939453
	Iteration 45Q: 3 clusters Score -3591843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3591841.750000 Penalty: 5109.939453
	Iteration 46Q: 3 clusters Score -3591842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3591841.750000 Penalty: 5109.939453
	Iteration 47F: 3 clusters Score -3591842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Entering Unmasked Estep 
Score: -2016523.125000 Penalty: 2411.804688
	Iteration 0F: 2 clusters Score -2016523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -2004566.500000 Penalty: 4823.609375
	Iteration 0F: 3 clusters Score -2004566 nChanged 7243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -2008463.000000 Penalty: 4823.609375
	Iteration 1F: 3 clusters Score -2008463 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -2008823.375000 Penalty: 4823.609375
	Iteration 2F: 3 clusters Score -2008823 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -2009102.125000 Penalty: 4823.609375
	Iteration 3Q: 3 clusters Score -2009102 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -2009359.250000 Penalty: 4823.609375
	Iteration 4Q: 3 clusters Score -2009359 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -2009600.750000 Penalty: 4823.609375
	Iteration 5Q: 3 clusters Score -2009601 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -2009848.500000 Penalty: 4823.609375
	Iteration 6Q: 3 clusters Score -2009848 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -2010145.875000 Penalty: 4823.609375
	Iteration 7Q: 3 clusters Score -2010146 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -2010500.875000 Penalty: 4823.609375
	Iteration 8Q: 3 clusters Score -2010501 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -2010924.875000 Penalty: 4823.609375
	Iteration 9Q: 3 clusters Score -2010925 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -2011487.875000 Penalty: 4823.609375
	Iteration 10F: 3 clusters Score -2011488 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -2012072.500000 Penalty: 4823.609375
	Iteration 11F: 3 clusters Score -2012072 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -2012651.875000 Penalty: 4823.609375
	Iteration 12Q: 3 clusters Score -2012652 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2013186.000000 Penalty: 4823.609375
	Iteration 13Q: 3 clusters Score -2013186 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2013595.500000 Penalty: 4823.609375
	Iteration 14Q: 3 clusters Score -2013596 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2013881.250000 Penalty: 4823.609375
	Iteration 15Q: 3 clusters Score -2013881 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2014091.250000 Penalty: 4823.609375
	Iteration 16Q: 3 clusters Score -2014091 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2014236.875000 Penalty: 4823.609375
	Iteration 17Q: 3 clusters Score -2014237 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2014329.250000 Penalty: 4823.609375
	Iteration 18Q: 3 clusters Score -2014329 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2014389.875000 Penalty: 4823.609375
	Iteration 19Q: 3 clusters Score -2014390 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2014445.000000 Penalty: 4823.609375
	Iteration 20F: 3 clusters Score -2014445 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2014483.625000 Penalty: 4823.609375
	Iteration 21Q: 3 clusters Score -2014484 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2014511.250000 Penalty: 4823.609375
	Iteration 22Q: 3 clusters Score -2014511 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2014532.375000 Penalty: 4823.609375
	Iteration 23Q: 3 clusters Score -2014532 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2014544.000000 Penalty: 4823.609375
	Iteration 24Q: 3 clusters Score -2014544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2014552.750000 Penalty: 4823.609375
	Iteration 25Q: 3 clusters Score -2014553 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2014555.875000 Penalty: 4823.609375
	Iteration 26Q: 3 clusters Score -2014556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2014562.125000 Penalty: 4823.609375
	Iteration 27Q: 3 clusters Score -2014562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2014568.500000 Penalty: 4823.609375
	Iteration 28Q: 3 clusters Score -2014568 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2014587.375000 Penalty: 4823.609375
	Iteration 29Q: 3 clusters Score -2014587 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2014593.750000 Penalty: 4823.609375
	Iteration 30Q: 3 clusters Score -2014594 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2014608.375000 Penalty: 4823.609375
	Iteration 31Q: 3 clusters Score -2014608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2014616.000000 Penalty: 4823.609375
	Iteration 32Q: 3 clusters Score -2014616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2014621.750000 Penalty: 4823.609375
	Iteration 33Q: 3 clusters Score -2014622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2014632.750000 Penalty: 4823.609375
	Iteration 34Q: 3 clusters Score -2014633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2014645.750000 Penalty: 4823.609375
	Iteration 35Q: 3 clusters Score -2014646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2014655.750000 Penalty: 4823.609375
	Iteration 36Q: 3 clusters Score -2014656 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2014676.250000 Penalty: 4823.609375
	Iteration 37Q: 3 clusters Score -2014676 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2014688.875000 Penalty: 4823.609375
	Iteration 38Q: 3 clusters Score -2014689 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2014697.000000 Penalty: 4823.609375
	Iteration 39Q: 3 clusters Score -2014697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2014704.875000 Penalty: 4823.609375
	Iteration 40F: 3 clusters Score -2014705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2014704.250000 Penalty: 4823.609375
	Iteration 41Q: 3 clusters Score -2014704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2014707.500000 Penalty: 4823.609375
	Iteration 42Q: 3 clusters Score -2014708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2014710.875000 Penalty: 4823.609375
	Iteration 43Q: 3 clusters Score -2014711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2014711.125000 Penalty: 4823.609375
	Iteration 44Q: 3 clusters Score -2014711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2014710.625000 Penalty: 4823.609375
	Iteration 45Q: 3 clusters Score -2014711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2014710.625000 Penalty: 4823.609375
	Iteration 46F: 3 clusters Score -2014711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (181400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181400 members 
Entering Unmasked Estep 
Score: -21608640.000000 Penalty: 3002.897949
	Iteration 0F: 2 clusters Score -2.160864e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90463 members 
Mstep: Class 2 contains 90937 members 
Entering Unmasked Estep 
Score: -21487058.000000 Penalty: 6005.795898
	Iteration 0F: 3 clusters Score -2.148706e+07 nChanged 87109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84920 members 
Mstep: Class 2 contains 96480 members 
Entering Unmasked Estep 
Score: -21538046.000000 Penalty: 6005.795898
	Iteration 1F: 3 clusters Score -2.153805e+07 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81238 members 
Mstep: Class 2 contains 100162 members 
Entering Unmasked Estep 
Score: -21539968.000000 Penalty: 6005.795898
	Iteration 2Q: 3 clusters Score -2.153997e+07 nChanged 7598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75534 members 
Mstep: Class 2 contains 105866 members 
Entering Unmasked Estep 
Score: -21542534.000000 Penalty: 6005.795898
	Iteration 3Q: 3 clusters Score -2.154253e+07 nChanged 9852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66954 members 
Mstep: Class 2 contains 114446 members 
Entering Unmasked Estep 
Score: -21547472.000000 Penalty: 6005.795898
	Iteration 4F: 3 clusters Score -2.154747e+07 nChanged 12672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55090 members 
Mstep: Class 2 contains 126310 members 
Entering Unmasked Estep 
Score: -21555636.000000 Penalty: 6005.795898
	Iteration 5F: 3 clusters Score -2.155564e+07 nChanged 15180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40320 members 
Mstep: Class 2 contains 141080 members 
Entering Unmasked Estep 
Score: -21568002.000000 Penalty: 6005.795898
	Iteration 6F: 3 clusters Score -2.1568e+07 nChanged 15316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 156236 members 
Entering Unmasked Estep 
Score: -21582472.000000 Penalty: 6005.795898
	Iteration 7F: 3 clusters Score -2.158247e+07 nChanged 12339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 168521 members 
Entering Unmasked Estep 
Score: -21594570.000000 Penalty: 6005.795898
	Iteration 8F: 3 clusters Score -2.159457e+07 nChanged 7379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 175886 members 
Entering Unmasked Estep 
Score: -21601428.000000 Penalty: 6005.795898
	Iteration 9Q: 3 clusters Score -2.160143e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 179097 members 
Entering Unmasked Estep 
Score: -21604366.000000 Penalty: 6005.795898
	Iteration 10Q: 3 clusters Score -2.160437e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 180261 members 
Entering Unmasked Estep 
Score: -21605340.000000 Penalty: 6005.795898
	Iteration 11Q: 3 clusters Score -2.160534e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 180656 members 
Entering Unmasked Estep 
Score: -21605682.000000 Penalty: 6005.795898
	Iteration 12Q: 3 clusters Score -2.160568e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 180802 members 
Entering Unmasked Estep 
Score: -21605802.000000 Penalty: 6005.795898
	Iteration 13Q: 3 clusters Score -2.16058e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 180871 members 
Entering Unmasked Estep 
Score: -21605904.000000 Penalty: 6005.795898
	Iteration 14Q: 3 clusters Score -2.16059e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 180902 members 
Entering Unmasked Estep 
Score: -21605950.000000 Penalty: 6005.795898
	Iteration 15Q: 3 clusters Score -2.160595e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 180919 members 
Entering Unmasked Estep 
Score: -21605990.000000 Penalty: 6005.795898
	Iteration 16Q: 3 clusters Score -2.160599e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 180924 members 
Entering Unmasked Estep 
Score: -21606004.000000 Penalty: 6005.795898
	Iteration 17Q: 3 clusters Score -2.1606e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 180935 members 
Entering Unmasked Estep 
Score: -21606056.000000 Penalty: 6005.795898
	Iteration 18Q: 3 clusters Score -2.160606e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 180942 members 
Entering Unmasked Estep 
Score: -21606072.000000 Penalty: 6005.795898
	Iteration 19Q: 3 clusters Score -2.160607e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 180945 members 
Entering Unmasked Estep 
Score: -21606092.000000 Penalty: 6005.795898
	Iteration 20F: 3 clusters Score -2.160609e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 180946 members 
Entering Unmasked Estep 
Score: -21606098.000000 Penalty: 6005.795898
	Iteration 21Q: 3 clusters Score -2.16061e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 180945 members 
Entering Unmasked Estep 
Score: -21606100.000000 Penalty: 6005.795898
	Iteration 22Q: 3 clusters Score -2.16061e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 180955 members 
Entering Unmasked Estep 
Score: -21606100.000000 Penalty: 6005.795898
	Iteration 23Q: 3 clusters Score -2.16061e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 180960 members 
Entering Unmasked Estep 
Score: -21606120.000000 Penalty: 6005.795898
	Iteration 24Q: 3 clusters Score -2.160612e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 180964 members 
Entering Unmasked Estep 
Score: -21606130.000000 Penalty: 6005.795898
	Iteration 25Q: 3 clusters Score -2.160613e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 180964 members 
Entering Unmasked Estep 
Score: -21606166.000000 Penalty: 6005.795898
	Iteration 26Q: 3 clusters Score -2.160617e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 180963 members 
Entering Unmasked Estep 
Score: -21606184.000000 Penalty: 6005.795898
	Iteration 27Q: 3 clusters Score -2.160618e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 180967 members 
Entering Unmasked Estep 
Score: -21606168.000000 Penalty: 6005.795898
	Iteration 28Q: 3 clusters Score -2.160617e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 180970 members 
Entering Unmasked Estep 
Score: -21606160.000000 Penalty: 6005.795898
	Iteration 29Q: 3 clusters Score -2.160616e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 180969 members 
Entering Unmasked Estep 
Score: -21606168.000000 Penalty: 6005.795898
	Iteration 30Q: 3 clusters Score -2.160617e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 180968 members 
Entering Unmasked Estep 
Score: -21606164.000000 Penalty: 6005.795898
	Iteration 31Q: 3 clusters Score -2.160616e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 180968 members 
Entering Unmasked Estep 
Score: -21606164.000000 Penalty: 6005.795898
	Iteration 32F: 3 clusters Score -2.160616e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Entering Unmasked Estep 
Score: -814740.937500 Penalty: 2184.697754
	Iteration 0F: 2 clusters Score -814740.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -809172.187500 Penalty: 4369.395508
	Iteration 0F: 3 clusters Score -809172.2 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -810538.875000 Penalty: 4369.395508
	Iteration 1F: 3 clusters Score -810538.9 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -810812.000000 Penalty: 4369.395508
	Iteration 2F: 3 clusters Score -810812 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -811064.937500 Penalty: 4369.395508
	Iteration 3F: 3 clusters Score -811064.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -811437.312500 Penalty: 4369.395508
	Iteration 4Q: 3 clusters Score -811437.3 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -811955.187500 Penalty: 4369.395508
	Iteration 5F: 3 clusters Score -811955.2 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -812455.625000 Penalty: 4369.395508
	Iteration 6F: 3 clusters Score -812455.6 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -812935.125000 Penalty: 4369.395508
	Iteration 7F: 3 clusters Score -812935.1 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -813333.375000 Penalty: 4369.395508
	Iteration 8F: 3 clusters Score -813333.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -813654.812500 Penalty: 4369.395508
	Iteration 9F: 3 clusters Score -813654.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -813866.375000 Penalty: 4369.395508
	Iteration 10Q: 3 clusters Score -813866.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -813991.250000 Penalty: 4369.395508
	Iteration 11Q: 3 clusters Score -813991.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -814066.125000 Penalty: 4369.395508
	Iteration 12Q: 3 clusters Score -814066.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -814115.000000 Penalty: 4369.395508
	Iteration 13Q: 3 clusters Score -814115 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -814149.437500 Penalty: 4369.395508
	Iteration 14Q: 3 clusters Score -814149.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -814170.375000 Penalty: 4369.395508
	Iteration 15Q: 3 clusters Score -814170.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -814187.437500 Penalty: 4369.395508
	Iteration 16Q: 3 clusters Score -814187.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -814198.625000 Penalty: 4369.395508
	Iteration 17Q: 3 clusters Score -814198.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -814208.562500 Penalty: 4369.395508
	Iteration 18Q: 3 clusters Score -814208.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -814220.500000 Penalty: 4369.395508
	Iteration 19Q: 3 clusters Score -814220.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -814228.437500 Penalty: 4369.395508
	Iteration 20F: 3 clusters Score -814228.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -814235.687500 Penalty: 4369.395508
	Iteration 21Q: 3 clusters Score -814235.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -814242.500000 Penalty: 4369.395508
	Iteration 22Q: 3 clusters Score -814242.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -814251.062500 Penalty: 4369.395508
	Iteration 23Q: 3 clusters Score -814251.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -814261.062500 Penalty: 4369.395508
	Iteration 24Q: 3 clusters Score -814261.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -814265.062500 Penalty: 4369.395508
	Iteration 25Q: 3 clusters Score -814265.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -814271.625000 Penalty: 4369.395508
	Iteration 26Q: 3 clusters Score -814271.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -814274.625000 Penalty: 4369.395508
	Iteration 27Q: 3 clusters Score -814274.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -814276.312500 Penalty: 4369.395508
	Iteration 28Q: 3 clusters Score -814276.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -814277.500000 Penalty: 4369.395508
	Iteration 29Q: 3 clusters Score -814277.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -814277.500000 Penalty: 4369.395508
	Iteration 30F: 3 clusters Score -814277.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (36227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36227 members 
Entering Unmasked Estep 
Score: -4265931.500000 Penalty: 2603.394775
	Iteration 0F: 2 clusters Score -4265932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -4241282.000000 Penalty: 5206.789551
	Iteration 0F: 3 clusters Score -4241282 nChanged 16407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -4250415.500000 Penalty: 5206.789551
	Iteration 1F: 3 clusters Score -4250416 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -4251071.000000 Penalty: 5206.789551
	Iteration 2F: 3 clusters Score -4251071 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -4251751.000000 Penalty: 5206.789551
	Iteration 3Q: 3 clusters Score -4251751 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -4252432.000000 Penalty: 5206.789551
	Iteration 4Q: 3 clusters Score -4252432 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -4253196.000000 Penalty: 5206.789551
	Iteration 5Q: 3 clusters Score -4253196 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -4254144.500000 Penalty: 5206.789551
	Iteration 6F: 3 clusters Score -4254144 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -4255236.000000 Penalty: 5206.789551
	Iteration 7F: 3 clusters Score -4255236 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -4256545.500000 Penalty: 5206.789551
	Iteration 8F: 3 clusters Score -4256546 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -4258011.500000 Penalty: 5206.789551
	Iteration 9F: 3 clusters Score -4258012 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -4259461.500000 Penalty: 5206.789551
	Iteration 10F: 3 clusters Score -4259462 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -4260747.000000 Penalty: 5206.789551
	Iteration 11Q: 3 clusters Score -4260747 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -4261627.500000 Penalty: 5206.789551
	Iteration 12Q: 3 clusters Score -4261628 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31949 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -4262231.000000 Penalty: 5206.789551
	Iteration 13Q: 3 clusters Score -4262231 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32457 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -4262657.000000 Penalty: 5206.789551
	Iteration 14Q: 3 clusters Score -4262657 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32833 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -4262922.500000 Penalty: 5206.789551
	Iteration 15Q: 3 clusters Score -4262922 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -4263124.500000 Penalty: 5206.789551
	Iteration 16Q: 3 clusters Score -4263124 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33351 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -4263265.000000 Penalty: 5206.789551
	Iteration 17Q: 3 clusters Score -4263265 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33512 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -4263353.500000 Penalty: 5206.789551
	Iteration 18Q: 3 clusters Score -4263354 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33648 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -4263418.000000 Penalty: 5206.789551
	Iteration 19Q: 3 clusters Score -4263418 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33753 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -4263471.000000 Penalty: 5206.789551
	Iteration 20F: 3 clusters Score -4263471 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -4263514.000000 Penalty: 5206.789551
	Iteration 21Q: 3 clusters Score -4263514 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33899 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -4263556.000000 Penalty: 5206.789551
	Iteration 22Q: 3 clusters Score -4263556 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -4263602.500000 Penalty: 5206.789551
	Iteration 23Q: 3 clusters Score -4263602 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34002 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -4263639.500000 Penalty: 5206.789551
	Iteration 24Q: 3 clusters Score -4263640 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -4263662.500000 Penalty: 5206.789551
	Iteration 25Q: 3 clusters Score -4263662 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34062 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -4263675.500000 Penalty: 5206.789551
	Iteration 26Q: 3 clusters Score -4263676 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34099 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -4263706.000000 Penalty: 5206.789551
	Iteration 27Q: 3 clusters Score -4263706 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -4263726.500000 Penalty: 5206.789551
	Iteration 28Q: 3 clusters Score -4263726 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -4263736.500000 Penalty: 5206.789551
	Iteration 29Q: 3 clusters Score -4263736 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -4263751.000000 Penalty: 5206.789551
	Iteration 30Q: 3 clusters Score -4263751 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -4263771.500000 Penalty: 5206.789551
	Iteration 31Q: 3 clusters Score -4263772 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34230 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -4263779.000000 Penalty: 5206.789551
	Iteration 32Q: 3 clusters Score -4263779 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -4263790.500000 Penalty: 5206.789551
	Iteration 33Q: 3 clusters Score -4263790 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34266 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -4263799.500000 Penalty: 5206.789551
	Iteration 34Q: 3 clusters Score -4263800 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34291 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -4263806.000000 Penalty: 5206.789551
	Iteration 35Q: 3 clusters Score -4263806 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34305 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -4263832.000000 Penalty: 5206.789551
	Iteration 36Q: 3 clusters Score -4263832 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34310 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -4263843.000000 Penalty: 5206.789551
	Iteration 37Q: 3 clusters Score -4263843 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34325 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -4263869.000000 Penalty: 5206.789551
	Iteration 38Q: 3 clusters Score -4263869 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34340 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -4263893.500000 Penalty: 5206.789551
	Iteration 39Q: 3 clusters Score -4263894 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34354 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -4263913.500000 Penalty: 5206.789551
	Iteration 40F: 3 clusters Score -4263914 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34363 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -4263920.000000 Penalty: 5206.789551
	Iteration 41Q: 3 clusters Score -4263920 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34375 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -4263942.000000 Penalty: 5206.789551
	Iteration 42Q: 3 clusters Score -4263942 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -4263964.500000 Penalty: 5206.789551
	Iteration 43Q: 3 clusters Score -4263964 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -4263984.000000 Penalty: 5206.789551
	Iteration 44Q: 3 clusters Score -4263984 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34423 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -4264019.500000 Penalty: 5206.789551
	Iteration 45Q: 3 clusters Score -4264020 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34438 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -4264048.000000 Penalty: 5206.789551
	Iteration 46Q: 3 clusters Score -4264048 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34464 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -4264076.000000 Penalty: 5206.789551
	Iteration 47Q: 3 clusters Score -4264076 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34466 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -4264080.500000 Penalty: 5206.789551
	Iteration 48Q: 3 clusters Score -4264080 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34465 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -4264099.000000 Penalty: 5206.789551
	Iteration 49Q: 3 clusters Score -4264099 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -4264103.500000 Penalty: 5206.789551
	Iteration 50Q: 3 clusters Score -4264104 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -4264115.000000 Penalty: 5206.789551
	Iteration 51Q: 3 clusters Score -4264115 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34459 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -4264118.000000 Penalty: 5206.789551
	Iteration 52Q: 3 clusters Score -4264118 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34448 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -4264130.500000 Penalty: 5206.789551
	Iteration 53Q: 3 clusters Score -4264130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -4264144.000000 Penalty: 5206.789551
	Iteration 54Q: 3 clusters Score -4264144 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34454 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -4264144.500000 Penalty: 5206.789551
	Iteration 55Q: 3 clusters Score -4264144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -4264144.500000 Penalty: 5206.789551
	Iteration 56Q: 3 clusters Score -4264144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34456 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -4264155.000000 Penalty: 5206.789551
	Iteration 57Q: 3 clusters Score -4264155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -4264160.500000 Penalty: 5206.789551
	Iteration 58Q: 3 clusters Score -4264160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -4264156.000000 Penalty: 5206.789551
	Iteration 59Q: 3 clusters Score -4264156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -4264158.500000 Penalty: 5206.789551
	Iteration 60F: 3 clusters Score -4264158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34459 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -4264160.500000 Penalty: 5206.789551
	Iteration 61Q: 3 clusters Score -4264160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34458 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -4264159.000000 Penalty: 5206.789551
	Iteration 62Q: 3 clusters Score -4264159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -4264160.500000 Penalty: 5206.789551
	Iteration 63Q: 3 clusters Score -4264160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -4264164.500000 Penalty: 5206.789551
	Iteration 64Q: 3 clusters Score -4264164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34458 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -4264159.000000 Penalty: 5206.789551
	Iteration 65Q: 3 clusters Score -4264159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -4264161.500000 Penalty: 5206.789551
	Iteration 66Q: 3 clusters Score -4264162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34466 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -4264158.500000 Penalty: 5206.789551
	Iteration 67Q: 3 clusters Score -4264158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34470 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -4264160.500000 Penalty: 5206.789551
	Iteration 68Q: 3 clusters Score -4264160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34476 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4264159.500000 Penalty: 5206.789551
	Iteration 69Q: 3 clusters Score -4264160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34481 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -4264164.500000 Penalty: 5206.789551
	Iteration 70Q: 3 clusters Score -4264164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -4264159.500000 Penalty: 5206.789551
	Iteration 71Q: 3 clusters Score -4264160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34484 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4264158.500000 Penalty: 5206.789551
	Iteration 72Q: 3 clusters Score -4264158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34482 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -4264157.500000 Penalty: 5206.789551
	Iteration 73Q: 3 clusters Score -4264158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34485 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -4264159.000000 Penalty: 5206.789551
	Iteration 74Q: 3 clusters Score -4264159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34484 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4264159.000000 Penalty: 5206.789551
	Iteration 75Q: 3 clusters Score -4264159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34484 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4264159.000000 Penalty: 5206.789551
	Iteration 76F: 3 clusters Score -4264159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Entering Unmasked Estep 
Score: -907699.875000 Penalty: 2226.207031
	Iteration 0F: 2 clusters Score -907699.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -901366.437500 Penalty: 4452.414062
	Iteration 0F: 3 clusters Score -901366.4 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -903251.000000 Penalty: 4452.414062
	Iteration 1F: 3 clusters Score -903251 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -903793.000000 Penalty: 4452.414062
	Iteration 2F: 3 clusters Score -903793 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -904373.812500 Penalty: 4452.414062
	Iteration 3F: 3 clusters Score -904373.8 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -904978.437500 Penalty: 4452.414062
	Iteration 4F: 3 clusters Score -904978.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -905425.500000 Penalty: 4452.414062
	Iteration 5F: 3 clusters Score -905425.5 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -905744.812500 Penalty: 4452.414062
	Iteration 6F: 3 clusters Score -905744.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -905926.562500 Penalty: 4452.414062
	Iteration 7Q: 3 clusters Score -905926.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -906039.062500 Penalty: 4452.414062
	Iteration 8Q: 3 clusters Score -906039.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -906120.000000 Penalty: 4452.414062
	Iteration 9Q: 3 clusters Score -906120 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -906184.500000 Penalty: 4452.414062
	Iteration 10Q: 3 clusters Score -906184.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -906236.062500 Penalty: 4452.414062
	Iteration 11Q: 3 clusters Score -906236.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -906277.000000 Penalty: 4452.414062
	Iteration 12Q: 3 clusters Score -906277 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -906307.187500 Penalty: 4452.414062
	Iteration 13Q: 3 clusters Score -906307.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -906329.875000 Penalty: 4452.414062
	Iteration 14Q: 3 clusters Score -906329.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -906351.875000 Penalty: 4452.414062
	Iteration 15Q: 3 clusters Score -906351.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -906370.562500 Penalty: 4452.414062
	Iteration 16Q: 3 clusters Score -906370.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -906389.125000 Penalty: 4452.414062
	Iteration 17Q: 3 clusters Score -906389.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -906411.562500 Penalty: 4452.414062
	Iteration 18Q: 3 clusters Score -906411.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -906423.125000 Penalty: 4452.414062
	Iteration 19Q: 3 clusters Score -906423.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -906433.000000 Penalty: 4452.414062
	Iteration 20F: 3 clusters Score -906433 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -906441.812500 Penalty: 4452.414062
	Iteration 21Q: 3 clusters Score -906441.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -906453.562500 Penalty: 4452.414062
	Iteration 22Q: 3 clusters Score -906453.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -906461.437500 Penalty: 4452.414062
	Iteration 23Q: 3 clusters Score -906461.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -906468.937500 Penalty: 4452.414062
	Iteration 24Q: 3 clusters Score -906468.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -906478.625000 Penalty: 4452.414062
	Iteration 25Q: 3 clusters Score -906478.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -906488.625000 Penalty: 4452.414062
	Iteration 26Q: 3 clusters Score -906488.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -906496.187500 Penalty: 4452.414062
	Iteration 27Q: 3 clusters Score -906496.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -906507.687500 Penalty: 4452.414062
	Iteration 28Q: 3 clusters Score -906507.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -906518.937500 Penalty: 4452.414062
	Iteration 29Q: 3 clusters Score -906518.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -906540.812500 Penalty: 4452.414062
	Iteration 30Q: 3 clusters Score -906540.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -906559.250000 Penalty: 4452.414062
	Iteration 31Q: 3 clusters Score -906559.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -906586.437500 Penalty: 4452.414062
	Iteration 32Q: 3 clusters Score -906586.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -906606.875000 Penalty: 4452.414062
	Iteration 33Q: 3 clusters Score -906606.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -906629.812500 Penalty: 4452.414062
	Iteration 34Q: 3 clusters Score -906629.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -906663.312500 Penalty: 4452.414062
	Iteration 35Q: 3 clusters Score -906663.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -906709.750000 Penalty: 4452.414062
	Iteration 36Q: 3 clusters Score -906709.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -906770.812500 Penalty: 4452.414062
	Iteration 37Q: 3 clusters Score -906770.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -906847.250000 Penalty: 4452.414062
	Iteration 38Q: 3 clusters Score -906847.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -906928.562500 Penalty: 4452.414062
	Iteration 39Q: 3 clusters Score -906928.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -907026.812500 Penalty: 4452.414062
	Iteration 40F: 3 clusters Score -907026.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -907109.312500 Penalty: 4452.414062
	Iteration 41Q: 3 clusters Score -907109.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -907189.000000 Penalty: 4452.414062
	Iteration 42Q: 3 clusters Score -907189 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -907263.687500 Penalty: 4452.414062
	Iteration 43Q: 3 clusters Score -907263.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -907342.937500 Penalty: 4452.414062
	Iteration 44Q: 3 clusters Score -907342.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -907417.750000 Penalty: 4452.414062
	Iteration 45Q: 3 clusters Score -907417.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -907478.875000 Penalty: 4452.414062
	Iteration 46Q: 3 clusters Score -907478.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -907521.875000 Penalty: 4452.414062
	Iteration 47Q: 3 clusters Score -907521.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -907555.312500 Penalty: 4452.414062
	Iteration 48Q: 3 clusters Score -907555.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -907597.687500 Penalty: 4452.414062
	Iteration 49Q: 3 clusters Score -907597.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -907651.937500 Penalty: 4452.414062
	Iteration 50Q: 3 clusters Score -907651.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -907694.875000 Penalty: 4452.414062
	Iteration 51Q: 3 clusters Score -907694.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -907720.312500 Penalty: 4452.414062
	Iteration 52Q: 3 clusters Score -907720.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -907752.187500 Penalty: 4452.414062
	Iteration 53Q: 3 clusters Score -907752.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -907781.937500 Penalty: 4452.414062
	Iteration 54Q: 3 clusters Score -907781.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -907803.875000 Penalty: 4452.414062
	Iteration 55Q: 3 clusters Score -907803.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -907833.125000 Penalty: 4452.414062
	Iteration 56Q: 3 clusters Score -907833.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -907867.500000 Penalty: 4452.414062
	Iteration 57Q: 3 clusters Score -907867.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -907896.312500 Penalty: 4452.414062
	Iteration 58Q: 3 clusters Score -907896.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -907912.812500 Penalty: 4452.414062
	Iteration 59Q: 3 clusters Score -907912.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -907927.750000 Penalty: 4452.414062
	Iteration 60F: 3 clusters Score -907927.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -907942.062500 Penalty: 4452.414062
	Iteration 61Q: 3 clusters Score -907942.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -907957.312500 Penalty: 4452.414062
	Iteration 62Q: 3 clusters Score -907957.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -907967.875000 Penalty: 4452.414062
	Iteration 63Q: 3 clusters Score -907967.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -907979.500000 Penalty: 4452.414062
	Iteration 64Q: 3 clusters Score -907979.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -907996.125000 Penalty: 4452.414062
	Iteration 65Q: 3 clusters Score -907996.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -908007.125000 Penalty: 4452.414062
	Iteration 66Q: 3 clusters Score -908007.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -908011.687500 Penalty: 4452.414062
	Iteration 67Q: 3 clusters Score -908011.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -908021.625000 Penalty: 4452.414062
	Iteration 68Q: 3 clusters Score -908021.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -908029.625000 Penalty: 4452.414062
	Iteration 69Q: 3 clusters Score -908029.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -908035.687500 Penalty: 4452.414062
	Iteration 70Q: 3 clusters Score -908035.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -908037.937500 Penalty: 4452.414062
	Iteration 71Q: 3 clusters Score -908037.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -908039.687500 Penalty: 4452.414062
	Iteration 72Q: 3 clusters Score -908039.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -908042.062500 Penalty: 4452.414062
	Iteration 73Q: 3 clusters Score -908042.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -908042.500000 Penalty: 4452.414062
	Iteration 74Q: 3 clusters Score -908042.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -908045.812500 Penalty: 4452.414062
	Iteration 75Q: 3 clusters Score -908045.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -908047.625000 Penalty: 4452.414062
	Iteration 76Q: 3 clusters Score -908047.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -908053.437500 Penalty: 4452.414062
	Iteration 77Q: 3 clusters Score -908053.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -908060.687500 Penalty: 4452.414062
	Iteration 78Q: 3 clusters Score -908060.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -908068.687500 Penalty: 4452.414062
	Iteration 79Q: 3 clusters Score -908068.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -908075.062500 Penalty: 4452.414062
	Iteration 80F: 3 clusters Score -908075.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -908081.812500 Penalty: 4452.414062
	Iteration 81Q: 3 clusters Score -908081.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -908086.625000 Penalty: 4452.414062
	Iteration 82Q: 3 clusters Score -908086.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -908093.750000 Penalty: 4452.414062
	Iteration 83Q: 3 clusters Score -908093.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -908097.750000 Penalty: 4452.414062
	Iteration 84Q: 3 clusters Score -908097.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -908102.500000 Penalty: 4452.414062
	Iteration 85Q: 3 clusters Score -908102.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -908109.875000 Penalty: 4452.414062
	Iteration 86Q: 3 clusters Score -908109.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -908110.562500 Penalty: 4452.414062
	Iteration 87Q: 3 clusters Score -908110.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -908113.625000 Penalty: 4452.414062
	Iteration 88Q: 3 clusters Score -908113.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -908114.875000 Penalty: 4452.414062
	Iteration 89Q: 3 clusters Score -908114.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -908114.875000 Penalty: 4452.414062
	Iteration 90Q: 3 clusters Score -908114.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -908117.312500 Penalty: 4452.414062
	Iteration 91Q: 3 clusters Score -908117.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -908116.875000 Penalty: 4452.414062
	Iteration 92Q: 3 clusters Score -908116.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -908118.750000 Penalty: 4452.414062
	Iteration 93Q: 3 clusters Score -908118.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -908120.812500 Penalty: 4452.414062
	Iteration 94Q: 3 clusters Score -908120.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -908120.250000 Penalty: 4452.414062
	Iteration 95Q: 3 clusters Score -908120.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -908120.250000 Penalty: 4452.414062
	Iteration 96F: 3 clusters Score -908120.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58489 members 
Mstep: Class 2 contains 156755 members 
Mstep: Class 3 contains 7306 members 
Mstep: Class 4 contains 180401 members 
Mstep: Class 5 contains 9661 members 
Mstep: Class 6 contains 708 members 
Mstep: Class 7 contains 29801 members 
Mstep: Class 8 contains 16731 members 
Mstep: Class 9 contains 181400 members 
Mstep: Class 10 contains 6696 members 
Mstep: Class 11 contains 36227 members 
Mstep: Class 12 contains 1744 members 
Mstep: Class 13 contains 17207 members 
Mstep: Class 14 contains 8007 members 
Mstep: Class 15 contains 8287 members 
Mstep: Class 16 contains 7743 members 
Mstep: Class 17 contains 80124 members 
Mstep: Class 18 contains 5419 members 
Mstep: Class 19 contains 13122 members 
Mstep: Class 20 contains 3026 members 
Mstep: Class 21 contains 297660 members 
Mstep: Class 22 contains 44817 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 281582 members 
Mstep: Class 25 contains 16333 members 
Mstep: Class 26 contains 21165 members 
Mstep: Class 27 contains 19805 members 
Mstep: Class 28 contains 11560 members 
Mstep: Class 29 contains 7371 members 
Mstep: Class 30 contains 39301 members 
Mstep: Class 31 contains 2155 members 
Mstep: Class 32 contains 10502 members 
Mstep: Class 33 contains 8926 members 
Mstep: Class 34 contains 206718 members 
Mstep: Class 35 contains 174927 members 
Mstep: Class 36 contains 10189 members 
Mstep: Class 37 contains 1042 members 
Mstep: Class 38 contains 6172 members 
Entering Unmasked Estep 
Score: -235403136.000000 Penalty: 136683.125000
Splitting cluster 12 changes total score from -235404096.000000 to -235403136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (17207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Entering Unmasked Estep 
Score: -1961821.125000 Penalty: 2418.761719
	Iteration 0F: 2 clusters Score -1961821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1949502.500000 Penalty: 4837.523438
	Iteration 0F: 3 clusters Score -1949502 nChanged 7491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1953579.375000 Penalty: 4837.523438
	Iteration 1F: 3 clusters Score -1953579 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1954110.875000 Penalty: 4837.523438
	Iteration 2F: 3 clusters Score -1954111 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1954615.375000 Penalty: 4837.523438
	Iteration 3F: 3 clusters Score -1954615 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1955233.375000 Penalty: 4837.523438
	Iteration 4F: 3 clusters Score -1955233 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1955918.125000 Penalty: 4837.523438
	Iteration 5F: 3 clusters Score -1955918 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1956631.250000 Penalty: 4837.523438
	Iteration 6F: 3 clusters Score -1956631 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1957275.750000 Penalty: 4837.523438
	Iteration 7F: 3 clusters Score -1957276 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1957836.875000 Penalty: 4837.523438
	Iteration 8F: 3 clusters Score -1957837 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1958303.500000 Penalty: 4837.523438
	Iteration 9Q: 3 clusters Score -1958304 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1958697.875000 Penalty: 4837.523438
	Iteration 10Q: 3 clusters Score -1958698 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1959015.875000 Penalty: 4837.523438
	Iteration 11Q: 3 clusters Score -1959016 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1959307.125000 Penalty: 4837.523438
	Iteration 12Q: 3 clusters Score -1959307 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1959546.750000 Penalty: 4837.523438
	Iteration 13Q: 3 clusters Score -1959547 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1959775.500000 Penalty: 4837.523438
	Iteration 14Q: 3 clusters Score -1959776 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1960046.625000 Penalty: 4837.523438
	Iteration 15Q: 3 clusters Score -1960047 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1960359.625000 Penalty: 4837.523438
	Iteration 16Q: 3 clusters Score -1960360 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1960669.500000 Penalty: 4837.523438
	Iteration 17Q: 3 clusters Score -1960670 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1960878.375000 Penalty: 4837.523438
	Iteration 18Q: 3 clusters Score -1960878 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1960990.250000 Penalty: 4837.523438
	Iteration 19Q: 3 clusters Score -1960990 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1961040.250000 Penalty: 4837.523438
	Iteration 20F: 3 clusters Score -1961040 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1961068.500000 Penalty: 4837.523438
	Iteration 21Q: 3 clusters Score -1961068 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1961091.500000 Penalty: 4837.523438
	Iteration 22Q: 3 clusters Score -1961092 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1961108.875000 Penalty: 4837.523438
	Iteration 23Q: 3 clusters Score -1961109 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1961127.000000 Penalty: 4837.523438
	Iteration 24Q: 3 clusters Score -1961127 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1961137.250000 Penalty: 4837.523438
	Iteration 25Q: 3 clusters Score -1961137 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1961143.125000 Penalty: 4837.523438
	Iteration 26Q: 3 clusters Score -1961143 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1961150.625000 Penalty: 4837.523438
	Iteration 27Q: 3 clusters Score -1961151 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1961154.000000 Penalty: 4837.523438
	Iteration 28Q: 3 clusters Score -1961154 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1961153.750000 Penalty: 4837.523438
	Iteration 29Q: 3 clusters Score -1961154 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1961159.625000 Penalty: 4837.523438
	Iteration 30Q: 3 clusters Score -1961160 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1961162.000000 Penalty: 4837.523438
	Iteration 31Q: 3 clusters Score -1961162 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1961169.000000 Penalty: 4837.523438
	Iteration 32Q: 3 clusters Score -1961169 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1961176.250000 Penalty: 4837.523438
	Iteration 33Q: 3 clusters Score -1961176 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1961179.500000 Penalty: 4837.523438
	Iteration 34Q: 3 clusters Score -1961180 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1961182.375000 Penalty: 4837.523438
	Iteration 35Q: 3 clusters Score -1961182 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1961189.875000 Penalty: 4837.523438
	Iteration 36Q: 3 clusters Score -1961190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1961190.500000 Penalty: 4837.523438
	Iteration 37Q: 3 clusters Score -1961190 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1961193.125000 Penalty: 4837.523438
	Iteration 38Q: 3 clusters Score -1961193 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1961188.625000 Penalty: 4837.523438
	Iteration 39Q: 3 clusters Score -1961189 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1961197.125000 Penalty: 4837.523438
	Iteration 40F: 3 clusters Score -1961197 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1961202.000000 Penalty: 4837.523438
	Iteration 41Q: 3 clusters Score -1961202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1961204.500000 Penalty: 4837.523438
	Iteration 42Q: 3 clusters Score -1961204 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1961204.750000 Penalty: 4837.523438
	Iteration 43Q: 3 clusters Score -1961205 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1961203.125000 Penalty: 4837.523438
	Iteration 44Q: 3 clusters Score -1961203 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1961211.250000 Penalty: 4837.523438
	Iteration 45Q: 3 clusters Score -1961211 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1961214.750000 Penalty: 4837.523438
	Iteration 46Q: 3 clusters Score -1961215 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1961224.125000 Penalty: 4837.523438
	Iteration 47Q: 3 clusters Score -1961224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1961225.000000 Penalty: 4837.523438
	Iteration 48Q: 3 clusters Score -1961225 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1961228.750000 Penalty: 4837.523438
	Iteration 49Q: 3 clusters Score -1961229 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1961232.000000 Penalty: 4837.523438
	Iteration 50Q: 3 clusters Score -1961232 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1961231.125000 Penalty: 4837.523438
	Iteration 51Q: 3 clusters Score -1961231 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1961237.125000 Penalty: 4837.523438
	Iteration 52Q: 3 clusters Score -1961237 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1961244.750000 Penalty: 4837.523438
	Iteration 53Q: 3 clusters Score -1961245 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1961246.750000 Penalty: 4837.523438
	Iteration 54Q: 3 clusters Score -1961247 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1961253.125000 Penalty: 4837.523438
	Iteration 55Q: 3 clusters Score -1961253 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1961257.500000 Penalty: 4837.523438
	Iteration 56Q: 3 clusters Score -1961258 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1961257.375000 Penalty: 4837.523438
	Iteration 57Q: 3 clusters Score -1961257 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1961258.250000 Penalty: 4837.523438
	Iteration 58Q: 3 clusters Score -1961258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1961262.750000 Penalty: 4837.523438
	Iteration 59Q: 3 clusters Score -1961263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1961260.125000 Penalty: 4837.523438
	Iteration 60F: 3 clusters Score -1961260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1961262.125000 Penalty: 4837.523438
	Iteration 61Q: 3 clusters Score -1961262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1961263.500000 Penalty: 4837.523438
	Iteration 62Q: 3 clusters Score -1961264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1961267.750000 Penalty: 4837.523438
	Iteration 63Q: 3 clusters Score -1961268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1961274.750000 Penalty: 4837.523438
	Iteration 64Q: 3 clusters Score -1961275 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1961279.500000 Penalty: 4837.523438
	Iteration 65Q: 3 clusters Score -1961280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1961281.375000 Penalty: 4837.523438
	Iteration 66Q: 3 clusters Score -1961281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1961283.000000 Penalty: 4837.523438
	Iteration 67Q: 3 clusters Score -1961283 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1961281.625000 Penalty: 4837.523438
	Iteration 68Q: 3 clusters Score -1961282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1961280.750000 Penalty: 4837.523438
	Iteration 69Q: 3 clusters Score -1961281 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13480 members 
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	Iteration 72Q: 3 clusters Score -1961291 nChanged 17
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	Iteration 73Q: 3 clusters Score -1961289 nChanged 16
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	Iteration 74Q: 3 clusters Score -1961296 nChanged 16
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	Iteration 78Q: 3 clusters Score -1961294 nChanged 7
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	Iteration 79Q: 3 clusters Score -1961298 nChanged 7
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	Iteration 80F: 3 clusters Score -1961302 nChanged 5
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -1962780 nChanged 275
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	Iteration 146Q: 3 clusters Score -1964160 nChanged 145
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	Iteration 151Q: 3 clusters Score -1964335 nChanged 58
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	Iteration 153Q: 3 clusters Score -1964341 nChanged 20
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	Iteration 155Q: 3 clusters Score -1964356 nChanged 18
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	Iteration 159Q: 3 clusters Score -1964359 nChanged 3
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	Iteration 160F: 3 clusters Score -1964360 nChanged 4
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	Iteration 161Q: 3 clusters Score -1964363 nChanged 2
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	Iteration 162Q: 3 clusters Score -1964362 nChanged 3
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Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1964359.125000 Penalty: 4837.523438
	Iteration 163Q: 3 clusters Score -1964359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1964361.500000 Penalty: 4837.523438
	Iteration 164Q: 3 clusters Score -1964362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1964363.125000 Penalty: 4837.523438
	Iteration 165Q: 3 clusters Score -1964363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1964363.000000 Penalty: 4837.523438
	Iteration 166Q: 3 clusters Score -1964363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1964366.375000 Penalty: 4837.523438
	Iteration 167Q: 3 clusters Score -1964366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1964370.125000 Penalty: 4837.523438
	Iteration 168Q: 3 clusters Score -1964370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1964368.625000 Penalty: 4837.523438
	Iteration 169Q: 3 clusters Score -1964369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1964370.375000 Penalty: 4837.523438
	Iteration 170Q: 3 clusters Score -1964370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1964368.875000 Penalty: 4837.523438
	Iteration 171Q: 3 clusters Score -1964369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1964370.125000 Penalty: 4837.523438
	Iteration 172Q: 3 clusters Score -1964370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1964370.750000 Penalty: 4837.523438
	Iteration 173Q: 3 clusters Score -1964371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1964375.125000 Penalty: 4837.523438
	Iteration 174Q: 3 clusters Score -1964375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1964373.500000 Penalty: 4837.523438
	Iteration 175Q: 3 clusters Score -1964374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1964369.000000 Penalty: 4837.523438
	Iteration 176Q: 3 clusters Score -1964369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1964366.750000 Penalty: 4837.523438
	Iteration 177Q: 3 clusters Score -1964367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1964368.625000 Penalty: 4837.523438
	Iteration 178Q: 3 clusters Score -1964369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1964368.625000 Penalty: 4837.523438
	Iteration 179F: 3 clusters Score -1964369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58489 members 
Mstep: Class 2 contains 156755 members 
Mstep: Class 3 contains 7306 members 
Mstep: Class 4 contains 180401 members 
Mstep: Class 5 contains 9661 members 
Mstep: Class 6 contains 708 members 
Mstep: Class 7 contains 29801 members 
Mstep: Class 8 contains 16731 members 
Mstep: Class 9 contains 181400 members 
Mstep: Class 10 contains 6696 members 
Mstep: Class 11 contains 36227 members 
Mstep: Class 12 contains 7916 members 
Mstep: Class 13 contains 6816 members 
Mstep: Class 14 contains 8007 members 
Mstep: Class 15 contains 8287 members 
Mstep: Class 16 contains 7743 members 
Mstep: Class 17 contains 80124 members 
Mstep: Class 18 contains 5419 members 
Mstep: Class 19 contains 13122 members 
Mstep: Class 20 contains 3026 members 
Mstep: Class 21 contains 297660 members 
Mstep: Class 22 contains 44817 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 281582 members 
Mstep: Class 25 contains 16333 members 
Mstep: Class 26 contains 21165 members 
Mstep: Class 27 contains 19805 members 
Mstep: Class 28 contains 11560 members 
Mstep: Class 29 contains 7371 members 
Mstep: Class 30 contains 39301 members 
Mstep: Class 31 contains 2155 members 
Mstep: Class 32 contains 10502 members 
Mstep: Class 33 contains 8926 members 
Mstep: Class 34 contains 206718 members 
Mstep: Class 35 contains 174927 members 
Mstep: Class 36 contains 10189 members 
Mstep: Class 37 contains 1042 members 
Mstep: Class 38 contains 10391 members 
Entering Unmasked Estep 
Score: -235404368.000000 Penalty: 136683.125000
Splitting cluster 13 changes total score from -235404096.000000 to -235404368.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 14 (8007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Entering Unmasked Estep 
Score: -901958.875000 Penalty: 2229.041748
	Iteration 0F: 2 clusters Score -901958.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -895572.937500 Penalty: 4458.083496
	Iteration 0F: 3 clusters Score -895572.9 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -897323.812500 Penalty: 4458.083496
	Iteration 1F: 3 clusters Score -897323.8 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -897635.187500 Penalty: 4458.083496
	Iteration 2F: 3 clusters Score -897635.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -897874.125000 Penalty: 4458.083496
	Iteration 3F: 3 clusters Score -897874.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -898067.375000 Penalty: 4458.083496
	Iteration 4Q: 3 clusters Score -898067.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -898226.875000 Penalty: 4458.083496
	Iteration 5Q: 3 clusters Score -898226.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -898391.625000 Penalty: 4458.083496
	Iteration 6Q: 3 clusters Score -898391.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -898584.500000 Penalty: 4458.083496
	Iteration 7Q: 3 clusters Score -898584.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -898780.375000 Penalty: 4458.083496
	Iteration 8Q: 3 clusters Score -898780.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -898990.312500 Penalty: 4458.083496
	Iteration 9Q: 3 clusters Score -898990.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -899204.125000 Penalty: 4458.083496
	Iteration 10Q: 3 clusters Score -899204.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -899365.000000 Penalty: 4458.083496
	Iteration 11Q: 3 clusters Score -899365 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -899469.437500 Penalty: 4458.083496
	Iteration 12Q: 3 clusters Score -899469.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -899566.562500 Penalty: 4458.083496
	Iteration 13Q: 3 clusters Score -899566.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -899667.437500 Penalty: 4458.083496
	Iteration 14Q: 3 clusters Score -899667.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -899740.375000 Penalty: 4458.083496
	Iteration 15Q: 3 clusters Score -899740.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -899802.437500 Penalty: 4458.083496
	Iteration 16Q: 3 clusters Score -899802.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -899861.562500 Penalty: 4458.083496
	Iteration 17Q: 3 clusters Score -899861.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -899916.937500 Penalty: 4458.083496
	Iteration 18Q: 3 clusters Score -899916.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -899975.562500 Penalty: 4458.083496
	Iteration 19Q: 3 clusters Score -899975.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -900043.687500 Penalty: 4458.083496
	Iteration 20F: 3 clusters Score -900043.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -900138.812500 Penalty: 4458.083496
	Iteration 21Q: 3 clusters Score -900138.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -900280.187500 Penalty: 4458.083496
	Iteration 22Q: 3 clusters Score -900280.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -900497.625000 Penalty: 4458.083496
	Iteration 23Q: 3 clusters Score -900497.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -900774.500000 Penalty: 4458.083496
	Iteration 24Q: 3 clusters Score -900774.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -901087.750000 Penalty: 4458.083496
	Iteration 25Q: 3 clusters Score -901087.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -901330.875000 Penalty: 4458.083496
	Iteration 26Q: 3 clusters Score -901330.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -901492.187500 Penalty: 4458.083496
	Iteration 27Q: 3 clusters Score -901492.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -901579.687500 Penalty: 4458.083496
	Iteration 28Q: 3 clusters Score -901579.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -901629.125000 Penalty: 4458.083496
	Iteration 29Q: 3 clusters Score -901629.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -901643.812500 Penalty: 4458.083496
	Iteration 30Q: 3 clusters Score -901643.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -901650.500000 Penalty: 4458.083496
	Iteration 31Q: 3 clusters Score -901650.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -901653.937500 Penalty: 4458.083496
	Iteration 32Q: 3 clusters Score -901653.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -901655.875000 Penalty: 4458.083496
	Iteration 33Q: 3 clusters Score -901655.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -901656.125000 Penalty: 4458.083496
	Iteration 34Q: 3 clusters Score -901656.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -901656.437500 Penalty: 4458.083496
	Iteration 35Q: 3 clusters Score -901656.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -901657.875000 Penalty: 4458.083496
	Iteration 36Q: 3 clusters Score -901657.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -901657.875000 Penalty: 4458.083496
	Iteration 37F: 3 clusters Score -901657.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Entering Unmasked Estep 
Score: -924957.875000 Penalty: 2237.566162
	Iteration 0F: 2 clusters Score -924957.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -918463.500000 Penalty: 4475.132324
	Iteration 0F: 3 clusters Score -918463.5 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -920549.062500 Penalty: 4475.132324
	Iteration 1F: 3 clusters Score -920549.1 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -921044.062500 Penalty: 4475.132324
	Iteration 2F: 3 clusters Score -921044.1 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -921482.437500 Penalty: 4475.132324
	Iteration 3F: 3 clusters Score -921482.4 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -921956.250000 Penalty: 4475.132324
	Iteration 4F: 3 clusters Score -921956.2 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -922398.437500 Penalty: 4475.132324
	Iteration 5F: 3 clusters Score -922398.4 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -922822.875000 Penalty: 4475.132324
	Iteration 6F: 3 clusters Score -922822.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -923278.000000 Penalty: 4475.132324
	Iteration 7F: 3 clusters Score -923278 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -923925.625000 Penalty: 4475.132324
	Iteration 8F: 3 clusters Score -923925.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -924746.125000 Penalty: 4475.132324
	Iteration 9F: 3 clusters Score -924746.1 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -925401.875000 Penalty: 4475.132324
	Iteration 10F: 3 clusters Score -925401.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -925722.125000 Penalty: 4475.132324
	Iteration 11Q: 3 clusters Score -925722.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -925886.625000 Penalty: 4475.132324
	Iteration 12Q: 3 clusters Score -925886.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -925962.000000 Penalty: 4475.132324
	Iteration 13Q: 3 clusters Score -925962 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -926010.812500 Penalty: 4475.132324
	Iteration 14Q: 3 clusters Score -926010.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -926032.375000 Penalty: 4475.132324
	Iteration 15Q: 3 clusters Score -926032.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -926035.312500 Penalty: 4475.132324
	Iteration 16Q: 3 clusters Score -926035.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -926040.187500 Penalty: 4475.132324
	Iteration 17Q: 3 clusters Score -926040.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -926042.625000 Penalty: 4475.132324
	Iteration 18Q: 3 clusters Score -926042.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -926043.000000 Penalty: 4475.132324
	Iteration 19Q: 3 clusters Score -926043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -926044.500000 Penalty: 4475.132324
	Iteration 20F: 3 clusters Score -926044.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -926046.562500 Penalty: 4475.132324
	Iteration 21Q: 3 clusters Score -926046.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -926051.875000 Penalty: 4475.132324
	Iteration 22Q: 3 clusters Score -926051.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -926054.937500 Penalty: 4475.132324
	Iteration 23Q: 3 clusters Score -926054.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -926054.562500 Penalty: 4475.132324
	Iteration 24Q: 3 clusters Score -926054.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -926054.562500 Penalty: 4475.132324
	Iteration 25F: 3 clusters Score -926054.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58489 members 
Mstep: Class 2 contains 156755 members 
Mstep: Class 3 contains 7306 members 
Mstep: Class 4 contains 180401 members 
Mstep: Class 5 contains 9661 members 
Mstep: Class 6 contains 708 members 
Mstep: Class 7 contains 29801 members 
Mstep: Class 8 contains 16731 members 
Mstep: Class 9 contains 181400 members 
Mstep: Class 10 contains 6696 members 
Mstep: Class 11 contains 36227 members 
Mstep: Class 12 contains 7916 members 
Mstep: Class 13 contains 6816 members 
Mstep: Class 14 contains 8007 members 
Mstep: Class 15 contains 7551 members 
Mstep: Class 16 contains 7743 members 
Mstep: Class 17 contains 80124 members 
Mstep: Class 18 contains 5419 members 
Mstep: Class 19 contains 13122 members 
Mstep: Class 20 contains 3026 members 
Mstep: Class 21 contains 297660 members 
Mstep: Class 22 contains 44817 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 281582 members 
Mstep: Class 25 contains 16333 members 
Mstep: Class 26 contains 21165 members 
Mstep: Class 27 contains 19805 members 
Mstep: Class 28 contains 11560 members 
Mstep: Class 29 contains 7371 members 
Mstep: Class 30 contains 39301 members 
Mstep: Class 31 contains 2155 members 
Mstep: Class 32 contains 10502 members 
Mstep: Class 33 contains 8926 members 
Mstep: Class 34 contains 206718 members 
Mstep: Class 35 contains 174927 members 
Mstep: Class 36 contains 10189 members 
Mstep: Class 37 contains 1042 members 
Mstep: Class 38 contains 10391 members 
Mstep: Class 39 contains 736 members 
Entering Unmasked Estep 
Score: -235403488.000000 Penalty: 140280.062500
Splitting cluster 15 changes total score from -235404096.000000 to -235403488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (7743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Entering Unmasked Estep 
Score: -886014.250000 Penalty: 2220.727051
	Iteration 0F: 2 clusters Score -886014.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -879737.500000 Penalty: 4441.454102
	Iteration 0F: 3 clusters Score -879737.5 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -881467.312500 Penalty: 4441.454102
	Iteration 1F: 3 clusters Score -881467.3 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -881750.000000 Penalty: 4441.454102
	Iteration 2F: 3 clusters Score -881750 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -881961.062500 Penalty: 4441.454102
	Iteration 3F: 3 clusters Score -881961.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -882134.250000 Penalty: 4441.454102
	Iteration 4Q: 3 clusters Score -882134.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -882285.937500 Penalty: 4441.454102
	Iteration 5Q: 3 clusters Score -882285.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -882415.937500 Penalty: 4441.454102
	Iteration 6Q: 3 clusters Score -882415.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -882556.750000 Penalty: 4441.454102
	Iteration 7Q: 3 clusters Score -882556.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -882688.375000 Penalty: 4441.454102
	Iteration 8Q: 3 clusters Score -882688.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -882828.187500 Penalty: 4441.454102
	Iteration 9Q: 3 clusters Score -882828.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -882949.125000 Penalty: 4441.454102
	Iteration 10Q: 3 clusters Score -882949.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -883092.500000 Penalty: 4441.454102
	Iteration 11Q: 3 clusters Score -883092.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -883226.437500 Penalty: 4441.454102
	Iteration 12Q: 3 clusters Score -883226.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -883355.375000 Penalty: 4441.454102
	Iteration 13Q: 3 clusters Score -883355.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -883478.062500 Penalty: 4441.454102
	Iteration 14Q: 3 clusters Score -883478.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -883583.625000 Penalty: 4441.454102
	Iteration 15Q: 3 clusters Score -883583.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -883691.812500 Penalty: 4441.454102
	Iteration 16Q: 3 clusters Score -883691.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -883786.437500 Penalty: 4441.454102
	Iteration 17Q: 3 clusters Score -883786.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -883876.437500 Penalty: 4441.454102
	Iteration 18Q: 3 clusters Score -883876.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -883995.062500 Penalty: 4441.454102
	Iteration 19Q: 3 clusters Score -883995.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -884129.687500 Penalty: 4441.454102
	Iteration 20F: 3 clusters Score -884129.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -884247.812500 Penalty: 4441.454102
	Iteration 21Q: 3 clusters Score -884247.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -884336.062500 Penalty: 4441.454102
	Iteration 22Q: 3 clusters Score -884336.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -884393.125000 Penalty: 4441.454102
	Iteration 23Q: 3 clusters Score -884393.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -884438.562500 Penalty: 4441.454102
	Iteration 24Q: 3 clusters Score -884438.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -884486.500000 Penalty: 4441.454102
	Iteration 25Q: 3 clusters Score -884486.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -884527.250000 Penalty: 4441.454102
	Iteration 26Q: 3 clusters Score -884527.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -884571.500000 Penalty: 4441.454102
	Iteration 27Q: 3 clusters Score -884571.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -884602.562500 Penalty: 4441.454102
	Iteration 28Q: 3 clusters Score -884602.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -884634.062500 Penalty: 4441.454102
	Iteration 29Q: 3 clusters Score -884634.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -884654.375000 Penalty: 4441.454102
	Iteration 30Q: 3 clusters Score -884654.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -884673.125000 Penalty: 4441.454102
	Iteration 31Q: 3 clusters Score -884673.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -884683.437500 Penalty: 4441.454102
	Iteration 32Q: 3 clusters Score -884683.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -884694.375000 Penalty: 4441.454102
	Iteration 33Q: 3 clusters Score -884694.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -884702.687500 Penalty: 4441.454102
	Iteration 34Q: 3 clusters Score -884702.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -884708.187500 Penalty: 4441.454102
	Iteration 35Q: 3 clusters Score -884708.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -884711.687500 Penalty: 4441.454102
	Iteration 36Q: 3 clusters Score -884711.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -884718.625000 Penalty: 4441.454102
	Iteration 37Q: 3 clusters Score -884718.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -884723.875000 Penalty: 4441.454102
	Iteration 38Q: 3 clusters Score -884723.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -884729.250000 Penalty: 4441.454102
	Iteration 39Q: 3 clusters Score -884729.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -884735.000000 Penalty: 4441.454102
	Iteration 40F: 3 clusters Score -884735 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -884736.687500 Penalty: 4441.454102
	Iteration 41Q: 3 clusters Score -884736.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -884745.375000 Penalty: 4441.454102
	Iteration 42Q: 3 clusters Score -884745.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -884748.750000 Penalty: 4441.454102
	Iteration 43Q: 3 clusters Score -884748.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -884754.750000 Penalty: 4441.454102
	Iteration 44Q: 3 clusters Score -884754.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -884758.125000 Penalty: 4441.454102
	Iteration 45Q: 3 clusters Score -884758.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -884761.000000 Penalty: 4441.454102
	Iteration 46Q: 3 clusters Score -884761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -884767.187500 Penalty: 4441.454102
	Iteration 47Q: 3 clusters Score -884767.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -884769.812500 Penalty: 4441.454102
	Iteration 48Q: 3 clusters Score -884769.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -884770.875000 Penalty: 4441.454102
	Iteration 49Q: 3 clusters Score -884770.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -884771.062500 Penalty: 4441.454102
	Iteration 50Q: 3 clusters Score -884771.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -884771.562500 Penalty: 4441.454102
	Iteration 51Q: 3 clusters Score -884771.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -884774.125000 Penalty: 4441.454102
	Iteration 52Q: 3 clusters Score -884774.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -884776.625000 Penalty: 4441.454102
	Iteration 53Q: 3 clusters Score -884776.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -884777.500000 Penalty: 4441.454102
	Iteration 54Q: 3 clusters Score -884777.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -884779.125000 Penalty: 4441.454102
	Iteration 55Q: 3 clusters Score -884779.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -884779.812500 Penalty: 4441.454102
	Iteration 56Q: 3 clusters Score -884779.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -884782.000000 Penalty: 4441.454102
	Iteration 57Q: 3 clusters Score -884782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -884784.812500 Penalty: 4441.454102
	Iteration 58Q: 3 clusters Score -884784.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -884791.125000 Penalty: 4441.454102
	Iteration 59Q: 3 clusters Score -884791.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -884797.312500 Penalty: 4441.454102
	Iteration 60F: 3 clusters Score -884797.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -884801.375000 Penalty: 4441.454102
	Iteration 61Q: 3 clusters Score -884801.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -884807.687500 Penalty: 4441.454102
	Iteration 62Q: 3 clusters Score -884807.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -884817.312500 Penalty: 4441.454102
	Iteration 63Q: 3 clusters Score -884817.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -884830.312500 Penalty: 4441.454102
	Iteration 64Q: 3 clusters Score -884830.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -884848.500000 Penalty: 4441.454102
	Iteration 65Q: 3 clusters Score -884848.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -884892.937500 Penalty: 4441.454102
	Iteration 66Q: 3 clusters Score -884892.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -884975.062500 Penalty: 4441.454102
	Iteration 67Q: 3 clusters Score -884975.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -885192.875000 Penalty: 4441.454102
	Iteration 68Q: 3 clusters Score -885192.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -885528.187500 Penalty: 4441.454102
	Iteration 69Q: 3 clusters Score -885528.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -885771.625000 Penalty: 4441.454102
	Iteration 70Q: 3 clusters Score -885771.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -885978.687500 Penalty: 4441.454102
	Iteration 71Q: 3 clusters Score -885978.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -886070.312500 Penalty: 4441.454102
	Iteration 72Q: 3 clusters Score -886070.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -886102.000000 Penalty: 4441.454102
	Iteration 73Q: 3 clusters Score -886102 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -886118.500000 Penalty: 4441.454102
	Iteration 74Q: 3 clusters Score -886118.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -886121.500000 Penalty: 4441.454102
	Iteration 75Q: 3 clusters Score -886121.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -886123.875000 Penalty: 4441.454102
	Iteration 76Q: 3 clusters Score -886123.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -886122.937500 Penalty: 4441.454102
	Iteration 77Q: 3 clusters Score -886122.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -886125.062500 Penalty: 4441.454102
	Iteration 78Q: 3 clusters Score -886125.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -886127.437500 Penalty: 4441.454102
	Iteration 79Q: 3 clusters Score -886127.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -886131.187500 Penalty: 4441.454102
	Iteration 80F: 3 clusters Score -886131.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -886132.062500 Penalty: 4441.454102
	Iteration 81Q: 3 clusters Score -886132.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -886133.937500 Penalty: 4441.454102
	Iteration 82Q: 3 clusters Score -886133.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -886134.187500 Penalty: 4441.454102
	Iteration 83Q: 3 clusters Score -886134.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -886135.187500 Penalty: 4441.454102
	Iteration 84Q: 3 clusters Score -886135.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -886135.187500 Penalty: 4441.454102
	Iteration 85F: 3 clusters Score -886135.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58489 members 
Mstep: Class 2 contains 156755 members 
Mstep: Class 3 contains 7306 members 
Mstep: Class 4 contains 180401 members 
Mstep: Class 5 contains 9661 members 
Mstep: Class 6 contains 708 members 
Mstep: Class 7 contains 29801 members 
Mstep: Class 8 contains 16731 members 
Mstep: Class 9 contains 181400 members 
Mstep: Class 10 contains 6696 members 
Mstep: Class 11 contains 36227 members 
Mstep: Class 12 contains 7916 members 
Mstep: Class 13 contains 6816 members 
Mstep: Class 14 contains 8007 members 
Mstep: Class 15 contains 8287 members 
Mstep: Class 16 contains 5405 members 
Mstep: Class 17 contains 80124 members 
Mstep: Class 18 contains 5419 members 
Mstep: Class 19 contains 13122 members 
Mstep: Class 20 contains 3026 members 
Mstep: Class 21 contains 297660 members 
Mstep: Class 22 contains 44817 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 281582 members 
Mstep: Class 25 contains 16333 members 
Mstep: Class 26 contains 21165 members 
Mstep: Class 27 contains 19805 members 
Mstep: Class 28 contains 11560 members 
Mstep: Class 29 contains 7371 members 
Mstep: Class 30 contains 39301 members 
Mstep: Class 31 contains 2155 members 
Mstep: Class 32 contains 10502 members 
Mstep: Class 33 contains 8926 members 
Mstep: Class 34 contains 206718 members 
Mstep: Class 35 contains 174927 members 
Mstep: Class 36 contains 10189 members 
Mstep: Class 37 contains 1042 members 
Mstep: Class 38 contains 10391 members 
Mstep: Class 39 contains 2338 members 
Entering Unmasked Estep 
Score: -235403200.000000 Penalty: 140280.062500
Splitting cluster 16 changes total score from -235404096.000000 to -235403200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (80124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80124 members 
Entering Unmasked Estep 
Score: -9767662.000000 Penalty: 2800.250000
	Iteration 0F: 2 clusters Score -9767662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40135 members 
Mstep: Class 2 contains 39989 members 
Entering Unmasked Estep 
Score: -9714034.000000 Penalty: 5600.500000
	Iteration 0F: 3 clusters Score -9714034 nChanged 37524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41989 members 
Mstep: Class 2 contains 38135 members 
Entering Unmasked Estep 
Score: -9736060.000000 Penalty: 5600.500000
	Iteration 1F: 3 clusters Score -9736060 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43353 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -9737585.000000 Penalty: 5600.500000
	Iteration 2Q: 3 clusters Score -9737585 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45391 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -9739732.000000 Penalty: 5600.500000
	Iteration 3F: 3 clusters Score -9739732 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47877 members 
Mstep: Class 2 contains 32247 members 
Entering Unmasked Estep 
Score: -9742659.000000 Penalty: 5600.500000
	Iteration 4F: 3 clusters Score -9742659 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50801 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -9746094.000000 Penalty: 5600.500000
	Iteration 5F: 3 clusters Score -9746094 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53870 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -9749695.000000 Penalty: 5600.500000
	Iteration 6F: 3 clusters Score -9749695 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56829 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -9752845.000000 Penalty: 5600.500000
	Iteration 7F: 3 clusters Score -9752845 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59452 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -9755511.000000 Penalty: 5600.500000
	Iteration 8Q: 3 clusters Score -9755511 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61709 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -9757674.000000 Penalty: 5600.500000
	Iteration 9Q: 3 clusters Score -9757674 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63492 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -9759092.000000 Penalty: 5600.500000
	Iteration 10Q: 3 clusters Score -9759092 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64951 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -9760000.000000 Penalty: 5600.500000
	Iteration 11Q: 3 clusters Score -9760000 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66330 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -9760603.000000 Penalty: 5600.500000
	Iteration 12Q: 3 clusters Score -9760603 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67592 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -9761169.000000 Penalty: 5600.500000
	Iteration 13Q: 3 clusters Score -9761169 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68789 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -9761619.000000 Penalty: 5600.500000
	Iteration 14Q: 3 clusters Score -9761619 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69899 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -9762118.000000 Penalty: 5600.500000
	Iteration 15Q: 3 clusters Score -9762118 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70898 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -9762555.000000 Penalty: 5600.500000
	Iteration 16Q: 3 clusters Score -9762555 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71846 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -9762915.000000 Penalty: 5600.500000
	Iteration 17Q: 3 clusters Score -9762915 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72620 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -9763210.000000 Penalty: 5600.500000
	Iteration 18Q: 3 clusters Score -9763210 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73360 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -9763490.000000 Penalty: 5600.500000
	Iteration 19Q: 3 clusters Score -9763490 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74023 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -9763783.000000 Penalty: 5600.500000
	Iteration 20F: 3 clusters Score -9763783 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74611 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -9763935.000000 Penalty: 5600.500000
	Iteration 21Q: 3 clusters Score -9763935 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75158 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -9764138.000000 Penalty: 5600.500000
	Iteration 22Q: 3 clusters Score -9764138 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75603 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -9764317.000000 Penalty: 5600.500000
	Iteration 23Q: 3 clusters Score -9764317 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75979 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -9764449.000000 Penalty: 5600.500000
	Iteration 24Q: 3 clusters Score -9764449 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76312 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -9764565.000000 Penalty: 5600.500000
	Iteration 25Q: 3 clusters Score -9764565 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76610 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -9764657.000000 Penalty: 5600.500000
	Iteration 26Q: 3 clusters Score -9764657 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76870 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -9764743.000000 Penalty: 5600.500000
	Iteration 27Q: 3 clusters Score -9764743 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77086 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -9764829.000000 Penalty: 5600.500000
	Iteration 28Q: 3 clusters Score -9764829 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77283 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -9764921.000000 Penalty: 5600.500000
	Iteration 29Q: 3 clusters Score -9764921 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77445 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -9764991.000000 Penalty: 5600.500000
	Iteration 30Q: 3 clusters Score -9764991 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77593 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -9765042.000000 Penalty: 5600.500000
	Iteration 31Q: 3 clusters Score -9765042 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77718 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -9765072.000000 Penalty: 5600.500000
	Iteration 32Q: 3 clusters Score -9765072 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77834 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -9765136.000000 Penalty: 5600.500000
	Iteration 33Q: 3 clusters Score -9765136 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77937 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -9765173.000000 Penalty: 5600.500000
	Iteration 34Q: 3 clusters Score -9765173 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78039 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -9765212.000000 Penalty: 5600.500000
	Iteration 35Q: 3 clusters Score -9765212 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78121 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -9765239.000000 Penalty: 5600.500000
	Iteration 36Q: 3 clusters Score -9765239 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78189 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -9765273.000000 Penalty: 5600.500000
	Iteration 37Q: 3 clusters Score -9765273 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78250 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -9765309.000000 Penalty: 5600.500000
	Iteration 38Q: 3 clusters Score -9765309 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78304 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -9765340.000000 Penalty: 5600.500000
	Iteration 39Q: 3 clusters Score -9765340 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78348 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -9765364.000000 Penalty: 5600.500000
	Iteration 40F: 3 clusters Score -9765364 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78393 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -9765365.000000 Penalty: 5600.500000
	Iteration 41Q: 3 clusters Score -9765365 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78426 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -9765354.000000 Penalty: 5600.500000
	Iteration 42Q: 3 clusters Score -9765354 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78461 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -9765369.000000 Penalty: 5600.500000
	Iteration 43Q: 3 clusters Score -9765369 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78499 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -9765362.000000 Penalty: 5600.500000
	Iteration 44Q: 3 clusters Score -9765362 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78538 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -9765383.000000 Penalty: 5600.500000
	Iteration 45Q: 3 clusters Score -9765383 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78578 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -9765404.000000 Penalty: 5600.500000
	Iteration 46Q: 3 clusters Score -9765404 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78601 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -9765405.000000 Penalty: 5600.500000
	Iteration 47Q: 3 clusters Score -9765405 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78617 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -9765409.000000 Penalty: 5600.500000
	Iteration 48Q: 3 clusters Score -9765409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78629 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -9765412.000000 Penalty: 5600.500000
	Iteration 49Q: 3 clusters Score -9765412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78639 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -9765409.000000 Penalty: 5600.500000
	Iteration 50Q: 3 clusters Score -9765409 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78652 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -9765420.000000 Penalty: 5600.500000
	Iteration 51Q: 3 clusters Score -9765420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78662 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -9765428.000000 Penalty: 5600.500000
	Iteration 52Q: 3 clusters Score -9765428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78673 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -9765425.000000 Penalty: 5600.500000
	Iteration 53Q: 3 clusters Score -9765425 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78688 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -9765420.000000 Penalty: 5600.500000
	Iteration 54Q: 3 clusters Score -9765420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78700 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -9765419.000000 Penalty: 5600.500000
	Iteration 55Q: 3 clusters Score -9765419 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78714 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -9765436.000000 Penalty: 5600.500000
	Iteration 56Q: 3 clusters Score -9765436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78727 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -9765434.000000 Penalty: 5600.500000
	Iteration 57Q: 3 clusters Score -9765434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78739 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -9765426.000000 Penalty: 5600.500000
	Iteration 58Q: 3 clusters Score -9765426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78747 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -9765421.000000 Penalty: 5600.500000
	Iteration 59Q: 3 clusters Score -9765421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78753 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -9765429.000000 Penalty: 5600.500000
	Iteration 60F: 3 clusters Score -9765429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78755 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -9765425.000000 Penalty: 5600.500000
	Iteration 61Q: 3 clusters Score -9765425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78755 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -9765432.000000 Penalty: 5600.500000
	Iteration 62Q: 3 clusters Score -9765432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78756 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -9765430.000000 Penalty: 5600.500000
	Iteration 63Q: 3 clusters Score -9765430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78757 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -9765432.000000 Penalty: 5600.500000
	Iteration 64Q: 3 clusters Score -9765432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78759 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -9765433.000000 Penalty: 5600.500000
	Iteration 65Q: 3 clusters Score -9765433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78760 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -9765437.000000 Penalty: 5600.500000
	Iteration 66Q: 3 clusters Score -9765437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78761 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -9765435.000000 Penalty: 5600.500000
	Iteration 67Q: 3 clusters Score -9765435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78763 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -9765435.000000 Penalty: 5600.500000
	Iteration 68Q: 3 clusters Score -9765435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78763 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -9765435.000000 Penalty: 5600.500000
	Iteration 69F: 3 clusters Score -9765435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Entering Unmasked Estep 
Score: -699447.375000 Penalty: 2132.221436
	Iteration 0F: 2 clusters Score -699447.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -694641.812500 Penalty: 4264.442871
	Iteration 0F: 3 clusters Score -694641.8 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -695774.250000 Penalty: 4264.442871
	Iteration 1F: 3 clusters Score -695774.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -695971.375000 Penalty: 4264.442871
	Iteration 2F: 3 clusters Score -695971.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -696075.625000 Penalty: 4264.442871
	Iteration 3Q: 3 clusters Score -696075.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -696159.562500 Penalty: 4264.442871
	Iteration 4Q: 3 clusters Score -696159.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -696230.937500 Penalty: 4264.442871
	Iteration 5Q: 3 clusters Score -696230.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -696291.312500 Penalty: 4264.442871
	Iteration 6Q: 3 clusters Score -696291.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -696336.687500 Penalty: 4264.442871
	Iteration 7Q: 3 clusters Score -696336.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -696372.312500 Penalty: 4264.442871
	Iteration 8Q: 3 clusters Score -696372.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -696406.062500 Penalty: 4264.442871
	Iteration 9Q: 3 clusters Score -696406.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -696429.812500 Penalty: 4264.442871
	Iteration 10Q: 3 clusters Score -696429.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -696447.750000 Penalty: 4264.442871
	Iteration 11Q: 3 clusters Score -696447.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -696463.062500 Penalty: 4264.442871
	Iteration 12Q: 3 clusters Score -696463.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -696479.750000 Penalty: 4264.442871
	Iteration 13Q: 3 clusters Score -696479.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -696499.875000 Penalty: 4264.442871
	Iteration 14Q: 3 clusters Score -696499.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -696525.250000 Penalty: 4264.442871
	Iteration 15Q: 3 clusters Score -696525.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -696549.875000 Penalty: 4264.442871
	Iteration 16Q: 3 clusters Score -696549.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -696570.250000 Penalty: 4264.442871
	Iteration 17Q: 3 clusters Score -696570.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -696587.062500 Penalty: 4264.442871
	Iteration 18Q: 3 clusters Score -696587.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -696603.187500 Penalty: 4264.442871
	Iteration 19Q: 3 clusters Score -696603.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -696618.250000 Penalty: 4264.442871
	Iteration 20F: 3 clusters Score -696618.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -696634.750000 Penalty: 4264.442871
	Iteration 21Q: 3 clusters Score -696634.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -696651.000000 Penalty: 4264.442871
	Iteration 22Q: 3 clusters Score -696651 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -696668.312500 Penalty: 4264.442871
	Iteration 23Q: 3 clusters Score -696668.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -696683.750000 Penalty: 4264.442871
	Iteration 24Q: 3 clusters Score -696683.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -696699.812500 Penalty: 4264.442871
	Iteration 25Q: 3 clusters Score -696699.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -696713.250000 Penalty: 4264.442871
	Iteration 26Q: 3 clusters Score -696713.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -696723.812500 Penalty: 4264.442871
	Iteration 27Q: 3 clusters Score -696723.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -696733.812500 Penalty: 4264.442871
	Iteration 28Q: 3 clusters Score -696733.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -696748.312500 Penalty: 4264.442871
	Iteration 29Q: 3 clusters Score -696748.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -696770.750000 Penalty: 4264.442871
	Iteration 30Q: 3 clusters Score -696770.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -696794.875000 Penalty: 4264.442871
	Iteration 31Q: 3 clusters Score -696794.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -696815.750000 Penalty: 4264.442871
	Iteration 32Q: 3 clusters Score -696815.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -696834.625000 Penalty: 4264.442871
	Iteration 33Q: 3 clusters Score -696834.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -696856.625000 Penalty: 4264.442871
	Iteration 34Q: 3 clusters Score -696856.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -696881.062500 Penalty: 4264.442871
	Iteration 35Q: 3 clusters Score -696881.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -696910.750000 Penalty: 4264.442871
	Iteration 36Q: 3 clusters Score -696910.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -696939.875000 Penalty: 4264.442871
	Iteration 37Q: 3 clusters Score -696939.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -696968.312500 Penalty: 4264.442871
	Iteration 38Q: 3 clusters Score -696968.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -697006.375000 Penalty: 4264.442871
	Iteration 39Q: 3 clusters Score -697006.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -697038.625000 Penalty: 4264.442871
	Iteration 40F: 3 clusters Score -697038.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -697074.187500 Penalty: 4264.442871
	Iteration 41Q: 3 clusters Score -697074.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -697123.250000 Penalty: 4264.442871
	Iteration 42Q: 3 clusters Score -697123.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -697171.375000 Penalty: 4264.442871
	Iteration 43Q: 3 clusters Score -697171.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -697222.375000 Penalty: 4264.442871
	Iteration 44Q: 3 clusters Score -697222.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -697259.812500 Penalty: 4264.442871
	Iteration 45Q: 3 clusters Score -697259.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -697293.375000 Penalty: 4264.442871
	Iteration 46Q: 3 clusters Score -697293.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -697330.937500 Penalty: 4264.442871
	Iteration 47Q: 3 clusters Score -697330.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -697369.062500 Penalty: 4264.442871
	Iteration 48Q: 3 clusters Score -697369.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -697400.375000 Penalty: 4264.442871
	Iteration 49Q: 3 clusters Score -697400.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -697425.875000 Penalty: 4264.442871
	Iteration 50Q: 3 clusters Score -697425.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -697445.750000 Penalty: 4264.442871
	Iteration 51Q: 3 clusters Score -697445.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -697462.312500 Penalty: 4264.442871
	Iteration 52Q: 3 clusters Score -697462.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -697475.312500 Penalty: 4264.442871
	Iteration 53Q: 3 clusters Score -697475.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -697487.375000 Penalty: 4264.442871
	Iteration 54Q: 3 clusters Score -697487.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -697495.812500 Penalty: 4264.442871
	Iteration 55Q: 3 clusters Score -697495.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -697503.750000 Penalty: 4264.442871
	Iteration 56Q: 3 clusters Score -697503.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -697509.937500 Penalty: 4264.442871
	Iteration 57Q: 3 clusters Score -697509.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -697514.187500 Penalty: 4264.442871
	Iteration 58Q: 3 clusters Score -697514.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -697518.562500 Penalty: 4264.442871
	Iteration 59Q: 3 clusters Score -697518.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -697526.875000 Penalty: 4264.442871
	Iteration 60F: 3 clusters Score -697526.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -697534.250000 Penalty: 4264.442871
	Iteration 61Q: 3 clusters Score -697534.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -697539.375000 Penalty: 4264.442871
	Iteration 62Q: 3 clusters Score -697539.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -697543.875000 Penalty: 4264.442871
	Iteration 63Q: 3 clusters Score -697543.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -697547.437500 Penalty: 4264.442871
	Iteration 64Q: 3 clusters Score -697547.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -697552.000000 Penalty: 4264.442871
	Iteration 65Q: 3 clusters Score -697552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -697556.062500 Penalty: 4264.442871
	Iteration 66Q: 3 clusters Score -697556.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -697559.875000 Penalty: 4264.442871
	Iteration 67Q: 3 clusters Score -697559.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -697565.187500 Penalty: 4264.442871
	Iteration 68Q: 3 clusters Score -697565.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -697571.312500 Penalty: 4264.442871
	Iteration 69Q: 3 clusters Score -697571.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -697575.937500 Penalty: 4264.442871
	Iteration 70Q: 3 clusters Score -697575.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -697578.625000 Penalty: 4264.442871
	Iteration 71Q: 3 clusters Score -697578.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -697584.187500 Penalty: 4264.442871
	Iteration 72Q: 3 clusters Score -697584.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -697588.562500 Penalty: 4264.442871
	Iteration 73Q: 3 clusters Score -697588.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -697591.375000 Penalty: 4264.442871
	Iteration 74Q: 3 clusters Score -697591.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -697595.375000 Penalty: 4264.442871
	Iteration 75Q: 3 clusters Score -697595.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -697593.625000 Penalty: 4264.442871
	Iteration 76Q: 3 clusters Score -697593.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -697595.750000 Penalty: 4264.442871
	Iteration 77Q: 3 clusters Score -697595.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -697595.312500 Penalty: 4264.442871
	Iteration 78Q: 3 clusters Score -697595.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -697595.312500 Penalty: 4264.442871
	Iteration 79F: 3 clusters Score -697595.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Entering Unmasked Estep 
Score: -1584594.875000 Penalty: 2351.547119
	Iteration 0F: 2 clusters Score -1584595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1575012.125000 Penalty: 4703.094238
	Iteration 0F: 3 clusters Score -1575012 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1578124.500000 Penalty: 4703.094238
	Iteration 1F: 3 clusters Score -1578124 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1578529.750000 Penalty: 4703.094238
	Iteration 2F: 3 clusters Score -1578530 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1578868.000000 Penalty: 4703.094238
	Iteration 3F: 3 clusters Score -1578868 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1579174.625000 Penalty: 4703.094238
	Iteration 4Q: 3 clusters Score -1579175 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1579457.625000 Penalty: 4703.094238
	Iteration 5Q: 3 clusters Score -1579458 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1579771.375000 Penalty: 4703.094238
	Iteration 6Q: 3 clusters Score -1579771 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1580153.000000 Penalty: 4703.094238
	Iteration 7Q: 3 clusters Score -1580153 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1580546.375000 Penalty: 4703.094238
	Iteration 8Q: 3 clusters Score -1580546 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1580897.750000 Penalty: 4703.094238
	Iteration 9Q: 3 clusters Score -1580898 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1581170.750000 Penalty: 4703.094238
	Iteration 10Q: 3 clusters Score -1581171 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1581357.375000 Penalty: 4703.094238
	Iteration 11Q: 3 clusters Score -1581357 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1581478.000000 Penalty: 4703.094238
	Iteration 12Q: 3 clusters Score -1581478 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1581563.500000 Penalty: 4703.094238
	Iteration 13Q: 3 clusters Score -1581564 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1581616.875000 Penalty: 4703.094238
	Iteration 14Q: 3 clusters Score -1581617 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1581666.375000 Penalty: 4703.094238
	Iteration 15Q: 3 clusters Score -1581666 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1581695.750000 Penalty: 4703.094238
	Iteration 16Q: 3 clusters Score -1581696 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1581720.375000 Penalty: 4703.094238
	Iteration 17Q: 3 clusters Score -1581720 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1581732.125000 Penalty: 4703.094238
	Iteration 18Q: 3 clusters Score -1581732 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1581746.625000 Penalty: 4703.094238
	Iteration 19Q: 3 clusters Score -1581747 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1581759.750000 Penalty: 4703.094238
	Iteration 20F: 3 clusters Score -1581760 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1581763.375000 Penalty: 4703.094238
	Iteration 21Q: 3 clusters Score -1581763 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1581774.625000 Penalty: 4703.094238
	Iteration 22Q: 3 clusters Score -1581775 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1581781.625000 Penalty: 4703.094238
	Iteration 23Q: 3 clusters Score -1581782 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1581782.500000 Penalty: 4703.094238
	Iteration 24Q: 3 clusters Score -1581782 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1581782.375000 Penalty: 4703.094238
	Iteration 25Q: 3 clusters Score -1581782 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1581789.250000 Penalty: 4703.094238
	Iteration 26Q: 3 clusters Score -1581789 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1581791.250000 Penalty: 4703.094238
	Iteration 27Q: 3 clusters Score -1581791 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1581792.750000 Penalty: 4703.094238
	Iteration 28Q: 3 clusters Score -1581793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1581796.875000 Penalty: 4703.094238
	Iteration 29Q: 3 clusters Score -1581797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1581795.625000 Penalty: 4703.094238
	Iteration 30Q: 3 clusters Score -1581796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1581797.250000 Penalty: 4703.094238
	Iteration 31Q: 3 clusters Score -1581797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1581794.500000 Penalty: 4703.094238
	Iteration 32Q: 3 clusters Score -1581794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1581796.625000 Penalty: 4703.094238
	Iteration 33Q: 3 clusters Score -1581797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1581795.375000 Penalty: 4703.094238
	Iteration 34Q: 3 clusters Score -1581795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1581796.250000 Penalty: 4703.094238
	Iteration 35Q: 3 clusters Score -1581796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1581799.125000 Penalty: 4703.094238
	Iteration 36Q: 3 clusters Score -1581799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1581797.875000 Penalty: 4703.094238
	Iteration 37Q: 3 clusters Score -1581798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1581801.000000 Penalty: 4703.094238
	Iteration 38Q: 3 clusters Score -1581801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1581801.625000 Penalty: 4703.094238
	Iteration 39Q: 3 clusters Score -1581802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1581801.125000 Penalty: 4703.094238
	Iteration 40F: 3 clusters Score -1581801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1581802.625000 Penalty: 4703.094238
	Iteration 41Q: 3 clusters Score -1581803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1581804.375000 Penalty: 4703.094238
	Iteration 42Q: 3 clusters Score -1581804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1581807.375000 Penalty: 4703.094238
	Iteration 43Q: 3 clusters Score -1581807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1581807.625000 Penalty: 4703.094238
	Iteration 44Q: 3 clusters Score -1581808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1581807.500000 Penalty: 4703.094238
	Iteration 45Q: 3 clusters Score -1581808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1581806.625000 Penalty: 4703.094238
	Iteration 46Q: 3 clusters Score -1581807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1581807.875000 Penalty: 4703.094238
	Iteration 47Q: 3 clusters Score -1581808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1581809.000000 Penalty: 4703.094238
	Iteration 48Q: 3 clusters Score -1581809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1581808.250000 Penalty: 4703.094238
	Iteration 49Q: 3 clusters Score -1581808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1581808.250000 Penalty: 4703.094238
	Iteration 50F: 3 clusters Score -1581808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Entering Unmasked Estep 
Score: -349321.312500 Penalty: 1987.719116
	Iteration 0F: 2 clusters Score -349321.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -346049.875000 Penalty: 3975.438232
	Iteration 0F: 3 clusters Score -346049.9 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -346809.156250 Penalty: 3975.438232
	Iteration 1F: 3 clusters Score -346809.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -347009.125000 Penalty: 3975.438232
	Iteration 2F: 3 clusters Score -347009.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -347152.812500 Penalty: 3975.438232
	Iteration 3F: 3 clusters Score -347152.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -347262.625000 Penalty: 3975.438232
	Iteration 4Q: 3 clusters Score -347262.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -347347.625000 Penalty: 3975.438232
	Iteration 5Q: 3 clusters Score -347347.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -347418.718750 Penalty: 3975.438232
	Iteration 6Q: 3 clusters Score -347418.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -347471.062500 Penalty: 3975.438232
	Iteration 7Q: 3 clusters Score -347471.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -347528.187500 Penalty: 3975.438232
	Iteration 8Q: 3 clusters Score -347528.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -347579.281250 Penalty: 3975.438232
	Iteration 9Q: 3 clusters Score -347579.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -347620.500000 Penalty: 3975.438232
	Iteration 10Q: 3 clusters Score -347620.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -347667.281250 Penalty: 3975.438232
	Iteration 11Q: 3 clusters Score -347667.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -347717.062500 Penalty: 3975.438232
	Iteration 12Q: 3 clusters Score -347717.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -347755.718750 Penalty: 3975.438232
	Iteration 13Q: 3 clusters Score -347755.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -347787.343750 Penalty: 3975.438232
	Iteration 14Q: 3 clusters Score -347787.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -347813.531250 Penalty: 3975.438232
	Iteration 15Q: 3 clusters Score -347813.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -347835.906250 Penalty: 3975.438232
	Iteration 16Q: 3 clusters Score -347835.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -347860.656250 Penalty: 3975.438232
	Iteration 17Q: 3 clusters Score -347860.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -347883.937500 Penalty: 3975.438232
	Iteration 18Q: 3 clusters Score -347883.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -347901.593750 Penalty: 3975.438232
	Iteration 19Q: 3 clusters Score -347901.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -347918.187500 Penalty: 3975.438232
	Iteration 20F: 3 clusters Score -347918.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -347929.468750 Penalty: 3975.438232
	Iteration 21Q: 3 clusters Score -347929.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -347941.156250 Penalty: 3975.438232
	Iteration 22Q: 3 clusters Score -347941.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -347946.125000 Penalty: 3975.438232
	Iteration 23Q: 3 clusters Score -347946.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -347951.312500 Penalty: 3975.438232
	Iteration 24Q: 3 clusters Score -347951.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -347955.531250 Penalty: 3975.438232
	Iteration 25Q: 3 clusters Score -347955.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -347958.062500 Penalty: 3975.438232
	Iteration 26Q: 3 clusters Score -347958.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -347962.906250 Penalty: 3975.438232
	Iteration 27Q: 3 clusters Score -347962.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -347969.343750 Penalty: 3975.438232
	Iteration 28Q: 3 clusters Score -347969.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -347974.406250 Penalty: 3975.438232
	Iteration 29Q: 3 clusters Score -347974.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -347978.406250 Penalty: 3975.438232
	Iteration 30Q: 3 clusters Score -347978.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -347982.500000 Penalty: 3975.438232
	Iteration 31Q: 3 clusters Score -347982.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -347988.218750 Penalty: 3975.438232
	Iteration 32Q: 3 clusters Score -347988.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -347990.562500 Penalty: 3975.438232
	Iteration 33Q: 3 clusters Score -347990.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -347990.656250 Penalty: 3975.438232
	Iteration 34Q: 3 clusters Score -347990.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -347992.250000 Penalty: 3975.438232
	Iteration 35Q: 3 clusters Score -347992.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -347992.156250 Penalty: 3975.438232
	Iteration 36Q: 3 clusters Score -347992.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -347992.843750 Penalty: 3975.438232
	Iteration 37Q: 3 clusters Score -347992.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -347992.843750 Penalty: 3975.438232
	Iteration 38F: 3 clusters Score -347992.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (297660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297660 members 
Entering Unmasked Estep 
Score: -36662452.000000 Penalty: 3125.719482
	Iteration 0F: 2 clusters Score -3.666245e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148540 members 
Mstep: Class 2 contains 149120 members 
Entering Unmasked Estep 
Score: -36487124.000000 Penalty: 6251.438965
	Iteration 0F: 3 clusters Score -3.648712e+07 nChanged 144105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143617 members 
Mstep: Class 2 contains 154043 members 
Entering Unmasked Estep 
Score: -36571892.000000 Penalty: 6251.438965
	Iteration 1F: 3 clusters Score -3.657189e+07 nChanged 7031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140158 members 
Mstep: Class 2 contains 157502 members 
Entering Unmasked Estep 
Score: -36573276.000000 Penalty: 6251.438965
	Iteration 2Q: 3 clusters Score -3.657328e+07 nChanged 8105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134551 members 
Mstep: Class 2 contains 163109 members 
Entering Unmasked Estep 
Score: -36575224.000000 Penalty: 6251.438965
	Iteration 3Q: 3 clusters Score -3.657522e+07 nChanged 10418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125781 members 
Mstep: Class 2 contains 171879 members 
Entering Unmasked Estep 
Score: -36578568.000000 Penalty: 6251.438965
	Iteration 4Q: 3 clusters Score -3.657857e+07 nChanged 14366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112331 members 
Mstep: Class 2 contains 185329 members 
Entering Unmasked Estep 
Score: -36584948.000000 Penalty: 6251.438965
	Iteration 5Q: 3 clusters Score -3.658495e+07 nChanged 20302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92425 members 
Mstep: Class 2 contains 205235 members 
Entering Unmasked Estep 
Score: -36595668.000000 Penalty: 6251.438965
	Iteration 6F: 3 clusters Score -3.659567e+07 nChanged 25512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67097 members 
Mstep: Class 2 contains 230563 members 
Entering Unmasked Estep 
Score: -36611708.000000 Penalty: 6251.438965
	Iteration 7F: 3 clusters Score -3.661171e+07 nChanged 25919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41236 members 
Mstep: Class 2 contains 256424 members 
Entering Unmasked Estep 
Score: -36629448.000000 Penalty: 6251.438965
	Iteration 8F: 3 clusters Score -3.662945e+07 nChanged 20203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 276605 members 
Entering Unmasked Estep 
Score: -36643564.000000 Penalty: 6251.438965
	Iteration 9F: 3 clusters Score -3.664356e+07 nChanged 11888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 288487 members 
Entering Unmasked Estep 
Score: -36652044.000000 Penalty: 6251.438965
	Iteration 10Q: 3 clusters Score -3.665204e+07 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 294084 members 
Entering Unmasked Estep 
Score: -36656536.000000 Penalty: 6251.438965
	Iteration 11Q: 3 clusters Score -3.665654e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 296237 members 
Entering Unmasked Estep 
Score: -36658372.000000 Penalty: 6251.438965
	Iteration 12Q: 3 clusters Score -3.665837e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 296930 members 
Entering Unmasked Estep 
Score: -36659072.000000 Penalty: 6251.438965
	Iteration 13Q: 3 clusters Score -3.665907e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 297161 members 
Entering Unmasked Estep 
Score: -36659380.000000 Penalty: 6251.438965
	Iteration 14Q: 3 clusters Score -3.665938e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 297256 members 
Entering Unmasked Estep 
Score: -36659488.000000 Penalty: 6251.438965
	Iteration 15Q: 3 clusters Score -3.665949e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 297301 members 
Entering Unmasked Estep 
Score: -36659596.000000 Penalty: 6251.438965
	Iteration 16Q: 3 clusters Score -3.66596e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 297324 members 
Entering Unmasked Estep 
Score: -36659620.000000 Penalty: 6251.438965
	Iteration 17Q: 3 clusters Score -3.665962e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 297345 members 
Entering Unmasked Estep 
Score: -36659668.000000 Penalty: 6251.438965
	Iteration 18Q: 3 clusters Score -3.665967e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 297353 members 
Entering Unmasked Estep 
Score: -36659700.000000 Penalty: 6251.438965
	Iteration 19Q: 3 clusters Score -3.66597e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 297356 members 
Entering Unmasked Estep 
Score: -36659700.000000 Penalty: 6251.438965
	Iteration 20F: 3 clusters Score -3.66597e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 297358 members 
Entering Unmasked Estep 
Score: -36659716.000000 Penalty: 6251.438965
	Iteration 21Q: 3 clusters Score -3.665972e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 297361 members 
Entering Unmasked Estep 
Score: -36659720.000000 Penalty: 6251.438965
	Iteration 22Q: 3 clusters Score -3.665972e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 297361 members 
Entering Unmasked Estep 
Score: -36659736.000000 Penalty: 6251.438965
	Iteration 23Q: 3 clusters Score -3.665974e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 297362 members 
Entering Unmasked Estep 
Score: -36659740.000000 Penalty: 6251.438965
	Iteration 24Q: 3 clusters Score -3.665974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 297362 members 
Entering Unmasked Estep 
Score: -36659716.000000 Penalty: 6251.438965
	Iteration 25Q: 3 clusters Score -3.665972e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 297359 members 
Entering Unmasked Estep 
Score: -36659724.000000 Penalty: 6251.438965
	Iteration 26Q: 3 clusters Score -3.665972e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 297359 members 
Entering Unmasked Estep 
Score: -36659736.000000 Penalty: 6251.438965
	Iteration 27Q: 3 clusters Score -3.665974e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 297359 members 
Entering Unmasked Estep 
Score: -36659736.000000 Penalty: 6251.438965
	Iteration 28F: 3 clusters Score -3.665974e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (44817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44817 members 
Entering Unmasked Estep 
Score: -5424980.500000 Penalty: 2656.165039
	Iteration 0F: 2 clusters Score -5424980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -5394915.500000 Penalty: 5312.330078
	Iteration 0F: 3 clusters Score -5394916 nChanged 20514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -5406766.000000 Penalty: 5312.330078
	Iteration 1F: 3 clusters Score -5406766 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -5408346.000000 Penalty: 5312.330078
	Iteration 2F: 3 clusters Score -5408346 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -5410567.500000 Penalty: 5312.330078
	Iteration 3F: 3 clusters Score -5410568 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -5413467.000000 Penalty: 5312.330078
	Iteration 4F: 3 clusters Score -5413467 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 31029 members 
Entering Unmasked Estep 
Score: -5416644.500000 Penalty: 5312.330078
	Iteration 5F: 3 clusters Score -5416644 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 33440 members 
Entering Unmasked Estep 
Score: -5419397.500000 Penalty: 5312.330078
	Iteration 6F: 3 clusters Score -5419398 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 35435 members 
Entering Unmasked Estep 
Score: -5421279.500000 Penalty: 5312.330078
	Iteration 7F: 3 clusters Score -5421280 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 36897 members 
Entering Unmasked Estep 
Score: -5422368.000000 Penalty: 5312.330078
	Iteration 8Q: 3 clusters Score -5422368 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 37983 members 
Entering Unmasked Estep 
Score: -5423027.000000 Penalty: 5312.330078
	Iteration 9Q: 3 clusters Score -5423027 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 38812 members 
Entering Unmasked Estep 
Score: -5423445.500000 Penalty: 5312.330078
	Iteration 10Q: 3 clusters Score -5423446 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 39458 members 
Entering Unmasked Estep 
Score: -5423801.000000 Penalty: 5312.330078
	Iteration 11Q: 3 clusters Score -5423801 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 39997 members 
Entering Unmasked Estep 
Score: -5424064.500000 Penalty: 5312.330078
	Iteration 12Q: 3 clusters Score -5424064 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 40416 members 
Entering Unmasked Estep 
Score: -5424219.500000 Penalty: 5312.330078
	Iteration 13Q: 3 clusters Score -5424220 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 40734 members 
Entering Unmasked Estep 
Score: -5424341.500000 Penalty: 5312.330078
	Iteration 14Q: 3 clusters Score -5424342 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 40972 members 
Entering Unmasked Estep 
Score: -5424429.500000 Penalty: 5312.330078
	Iteration 15Q: 3 clusters Score -5424430 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 41159 members 
Entering Unmasked Estep 
Score: -5424500.500000 Penalty: 5312.330078
	Iteration 16Q: 3 clusters Score -5424500 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 41317 members 
Entering Unmasked Estep 
Score: -5424558.000000 Penalty: 5312.330078
	Iteration 17Q: 3 clusters Score -5424558 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 41453 members 
Entering Unmasked Estep 
Score: -5424594.500000 Penalty: 5312.330078
	Iteration 18Q: 3 clusters Score -5424594 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 41572 members 
Entering Unmasked Estep 
Score: -5424634.500000 Penalty: 5312.330078
	Iteration 19Q: 3 clusters Score -5424634 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 41679 members 
Entering Unmasked Estep 
Score: -5424668.000000 Penalty: 5312.330078
	Iteration 20F: 3 clusters Score -5424668 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 41771 members 
Entering Unmasked Estep 
Score: -5424680.500000 Penalty: 5312.330078
	Iteration 21Q: 3 clusters Score -5424680 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 41831 members 
Entering Unmasked Estep 
Score: -5424694.500000 Penalty: 5312.330078
	Iteration 22Q: 3 clusters Score -5424694 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 41884 members 
Entering Unmasked Estep 
Score: -5424704.500000 Penalty: 5312.330078
	Iteration 23Q: 3 clusters Score -5424704 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 41921 members 
Entering Unmasked Estep 
Score: -5424717.500000 Penalty: 5312.330078
	Iteration 24Q: 3 clusters Score -5424718 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 41959 members 
Entering Unmasked Estep 
Score: -5424711.500000 Penalty: 5312.330078
	Iteration 25Q: 3 clusters Score -5424712 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 41996 members 
Entering Unmasked Estep 
Score: -5424727.500000 Penalty: 5312.330078
	Iteration 26Q: 3 clusters Score -5424728 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 42035 members 
Entering Unmasked Estep 
Score: -5424718.500000 Penalty: 5312.330078
	Iteration 27Q: 3 clusters Score -5424718 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 42067 members 
Entering Unmasked Estep 
Score: -5424725.000000 Penalty: 5312.330078
	Iteration 28Q: 3 clusters Score -5424725 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 42096 members 
Entering Unmasked Estep 
Score: -5424715.000000 Penalty: 5312.330078
	Iteration 29Q: 3 clusters Score -5424715 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 42113 members 
Entering Unmasked Estep 
Score: -5424718.500000 Penalty: 5312.330078
	Iteration 30Q: 3 clusters Score -5424718 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 42136 members 
Entering Unmasked Estep 
Score: -5424728.000000 Penalty: 5312.330078
	Iteration 31Q: 3 clusters Score -5424728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 42148 members 
Entering Unmasked Estep 
Score: -5424728.500000 Penalty: 5312.330078
	Iteration 32Q: 3 clusters Score -5424728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 42160 members 
Entering Unmasked Estep 
Score: -5424735.500000 Penalty: 5312.330078
	Iteration 33Q: 3 clusters Score -5424736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -5424734.500000 Penalty: 5312.330078
	Iteration 34Q: 3 clusters Score -5424734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 42181 members 
Entering Unmasked Estep 
Score: -5424734.500000 Penalty: 5312.330078
	Iteration 35Q: 3 clusters Score -5424734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 42187 members 
Entering Unmasked Estep 
Score: -5424744.000000 Penalty: 5312.330078
	Iteration 36Q: 3 clusters Score -5424744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 42193 members 
Entering Unmasked Estep 
Score: -5424738.500000 Penalty: 5312.330078
	Iteration 37Q: 3 clusters Score -5424738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 42201 members 
Entering Unmasked Estep 
Score: -5424742.000000 Penalty: 5312.330078
	Iteration 38Q: 3 clusters Score -5424742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 42208 members 
Entering Unmasked Estep 
Score: -5424746.000000 Penalty: 5312.330078
	Iteration 39Q: 3 clusters Score -5424746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 42212 members 
Entering Unmasked Estep 
Score: -5424745.000000 Penalty: 5312.330078
	Iteration 40F: 3 clusters Score -5424745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 42221 members 
Entering Unmasked Estep 
Score: -5424751.500000 Penalty: 5312.330078
	Iteration 41Q: 3 clusters Score -5424752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 42227 members 
Entering Unmasked Estep 
Score: -5424746.500000 Penalty: 5312.330078
	Iteration 42Q: 3 clusters Score -5424746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 42237 members 
Entering Unmasked Estep 
Score: -5424756.500000 Penalty: 5312.330078
	Iteration 43Q: 3 clusters Score -5424756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 42244 members 
Entering Unmasked Estep 
Score: -5424753.000000 Penalty: 5312.330078
	Iteration 44Q: 3 clusters Score -5424753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 42248 members 
Entering Unmasked Estep 
Score: -5424758.500000 Penalty: 5312.330078
	Iteration 45Q: 3 clusters Score -5424758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 42250 members 
Entering Unmasked Estep 
Score: -5424760.000000 Penalty: 5312.330078
	Iteration 46Q: 3 clusters Score -5424760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 42252 members 
Entering Unmasked Estep 
Score: -5424755.000000 Penalty: 5312.330078
	Iteration 47Q: 3 clusters Score -5424755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 42253 members 
Entering Unmasked Estep 
Score: -5424753.500000 Penalty: 5312.330078
	Iteration 48Q: 3 clusters Score -5424754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 42259 members 
Entering Unmasked Estep 
Score: -5424755.000000 Penalty: 5312.330078
	Iteration 49Q: 3 clusters Score -5424755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 42263 members 
Entering Unmasked Estep 
Score: -5424766.000000 Penalty: 5312.330078
	Iteration 50Q: 3 clusters Score -5424766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 42266 members 
Entering Unmasked Estep 
Score: -5424758.000000 Penalty: 5312.330078
	Iteration 51Q: 3 clusters Score -5424758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 42267 members 
Entering Unmasked Estep 
Score: -5424757.500000 Penalty: 5312.330078
	Iteration 52Q: 3 clusters Score -5424758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 42269 members 
Entering Unmasked Estep 
Score: -5424760.000000 Penalty: 5312.330078
	Iteration 53Q: 3 clusters Score -5424760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 42270 members 
Entering Unmasked Estep 
Score: -5424759.000000 Penalty: 5312.330078
	Iteration 54Q: 3 clusters Score -5424759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 42270 members 
Entering Unmasked Estep 
Score: -5424759.000000 Penalty: 5312.330078
	Iteration 55F: 3 clusters Score -5424759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Entering Unmasked Estep 
Score: -116254.265625 Penalty: 1728.741089
	Iteration 0F: 2 clusters Score -116254.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -114318.367188 Penalty: 3457.482178
	Iteration 0F: 3 clusters Score -114318.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -114755.406250 Penalty: 3457.482178
	Iteration 1F: 3 clusters Score -114755.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -114997.085938 Penalty: 3457.482178
	Iteration 2F: 3 clusters Score -114997.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -115327.812500 Penalty: 3457.482178
	Iteration 3F: 3 clusters Score -115327.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -115561.312500 Penalty: 3457.482178
	Iteration 4F: 3 clusters Score -115561.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -115799.226562 Penalty: 3457.482178
	Iteration 5F: 3 clusters Score -115799.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -116083.882812 Penalty: 3457.482178
	Iteration 6F: 3 clusters Score -116083.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -116435.468750 Penalty: 3457.482178
	Iteration 7F: 3 clusters Score -116435.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -116560.093750 Penalty: 3457.482178
	Iteration 8Q: 3 clusters Score -116560.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -116578.992188 Penalty: 3457.482178
	Iteration 9Q: 3 clusters Score -116579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -116589.554688 Penalty: 3457.482178
	Iteration 10Q: 3 clusters Score -116589.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -116598.023438 Penalty: 3457.482178
	Iteration 11Q: 3 clusters Score -116598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -116605.359375 Penalty: 3457.482178
	Iteration 12Q: 3 clusters Score -116605.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -116607.859375 Penalty: 3457.482178
	Iteration 13Q: 3 clusters Score -116607.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -116607.859375 Penalty: 3457.482178
	Iteration 14F: 3 clusters Score -116607.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58489 members 
Mstep: Class 2 contains 156755 members 
Mstep: Class 3 contains 7306 members 
Mstep: Class 4 contains 180401 members 
Mstep: Class 5 contains 9661 members 
Mstep: Class 6 contains 708 members 
Mstep: Class 7 contains 29801 members 
Mstep: Class 8 contains 16731 members 
Mstep: Class 9 contains 181400 members 
Mstep: Class 10 contains 6696 members 
Mstep: Class 11 contains 36227 members 
Mstep: Class 12 contains 7916 members 
Mstep: Class 13 contains 6816 members 
Mstep: Class 14 contains 8007 members 
Mstep: Class 15 contains 8287 members 
Mstep: Class 16 contains 7743 members 
Mstep: Class 17 contains 80124 members 
Mstep: Class 18 contains 5419 members 
Mstep: Class 19 contains 13122 members 
Mstep: Class 20 contains 3026 members 
Mstep: Class 21 contains 297660 members 
Mstep: Class 22 contains 44817 members 
Mstep: Class 23 contains 710 members 
Mstep: Class 24 contains 281582 members 
Mstep: Class 25 contains 16333 members 
Mstep: Class 26 contains 21165 members 
Mstep: Class 27 contains 19805 members 
Mstep: Class 28 contains 11560 members 
Mstep: Class 29 contains 7371 members 
Mstep: Class 30 contains 39301 members 
Mstep: Class 31 contains 2155 members 
Mstep: Class 32 contains 10502 members 
Mstep: Class 33 contains 8926 members 
Mstep: Class 34 contains 206718 members 
Mstep: Class 35 contains 174927 members 
Mstep: Class 36 contains 10189 members 
Mstep: Class 37 contains 1042 members 
Mstep: Class 38 contains 10391 members 
Mstep: Class 39 contains 355 members 
Entering Unmasked Estep 
Score: -235402736.000000 Penalty: 140280.062500
Splitting cluster 23 changes total score from -235404096.000000 to -235402736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (281582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281582 members 
Entering Unmasked Estep 
Score: -34303220.000000 Penalty: 3111.948242
	Iteration 0F: 2 clusters Score -3.430322e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140572 members 
Mstep: Class 2 contains 141010 members 
Entering Unmasked Estep 
Score: -34134976.000000 Penalty: 6223.896484
	Iteration 0F: 3 clusters Score -3.413498e+07 nChanged 136586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135234 members 
Mstep: Class 2 contains 146348 members 
Entering Unmasked Estep 
Score: -34215892.000000 Penalty: 6223.896484
	Iteration 1F: 3 clusters Score -3.421589e+07 nChanged 8102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131190 members 
Mstep: Class 2 contains 150392 members 
Entering Unmasked Estep 
Score: -34217840.000000 Penalty: 6223.896484
	Iteration 2Q: 3 clusters Score -3.421784e+07 nChanged 9450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124604 members 
Mstep: Class 2 contains 156978 members 
Entering Unmasked Estep 
Score: -34220672.000000 Penalty: 6223.896484
	Iteration 3Q: 3 clusters Score -3.422067e+07 nChanged 12105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114343 members 
Mstep: Class 2 contains 167239 members 
Entering Unmasked Estep 
Score: -34225456.000000 Penalty: 6223.896484
	Iteration 4Q: 3 clusters Score -3.422546e+07 nChanged 16546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98973 members 
Mstep: Class 2 contains 182609 members 
Entering Unmasked Estep 
Score: -34233808.000000 Penalty: 6223.896484
	Iteration 5F: 3 clusters Score -3.423381e+07 nChanged 22150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77353 members 
Mstep: Class 2 contains 204229 members 
Entering Unmasked Estep 
Score: -34246952.000000 Penalty: 6223.896484
	Iteration 6F: 3 clusters Score -3.424695e+07 nChanged 25500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52205 members 
Mstep: Class 2 contains 229377 members 
Entering Unmasked Estep 
Score: -34262752.000000 Penalty: 6223.896484
	Iteration 7F: 3 clusters Score -3.426275e+07 nChanged 22568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 251757 members 
Entering Unmasked Estep 
Score: -34278880.000000 Penalty: 6223.896484
	Iteration 8F: 3 clusters Score -3.427888e+07 nChanged 15492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 267171 members 
Entering Unmasked Estep 
Score: -34290032.000000 Penalty: 6223.896484
	Iteration 9F: 3 clusters Score -3.429003e+07 nChanged 8233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 275368 members 
Entering Unmasked Estep 
Score: -34296228.000000 Penalty: 6223.896484
	Iteration 10Q: 3 clusters Score -3.429623e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 278937 members 
Entering Unmasked Estep 
Score: -34298948.000000 Penalty: 6223.896484
	Iteration 11Q: 3 clusters Score -3.429895e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 280159 members 
Entering Unmasked Estep 
Score: -34300016.000000 Penalty: 6223.896484
	Iteration 12Q: 3 clusters Score -3.430002e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 280568 members 
Entering Unmasked Estep 
Score: -34300476.000000 Penalty: 6223.896484
	Iteration 13Q: 3 clusters Score -3.430048e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 280729 members 
Entering Unmasked Estep 
Score: -34300608.000000 Penalty: 6223.896484
	Iteration 14Q: 3 clusters Score -3.430061e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 280788 members 
Entering Unmasked Estep 
Score: -34300708.000000 Penalty: 6223.896484
	Iteration 15Q: 3 clusters Score -3.430071e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 280815 members 
Entering Unmasked Estep 
Score: -34300740.000000 Penalty: 6223.896484
	Iteration 16Q: 3 clusters Score -3.430074e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 280814 members 
Entering Unmasked Estep 
Score: -34300764.000000 Penalty: 6223.896484
	Iteration 17Q: 3 clusters Score -3.430076e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 280806 members 
Entering Unmasked Estep 
Score: -34300816.000000 Penalty: 6223.896484
	Iteration 18Q: 3 clusters Score -3.430082e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 280802 members 
Entering Unmasked Estep 
Score: -34300824.000000 Penalty: 6223.896484
	Iteration 19Q: 3 clusters Score -3.430082e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 280803 members 
Entering Unmasked Estep 
Score: -34300864.000000 Penalty: 6223.896484
	Iteration 20F: 3 clusters Score -3.430086e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 280799 members 
Entering Unmasked Estep 
Score: -34300884.000000 Penalty: 6223.896484
	Iteration 21Q: 3 clusters Score -3.430088e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 280791 members 
Entering Unmasked Estep 
Score: -34300884.000000 Penalty: 6223.896484
	Iteration 22Q: 3 clusters Score -3.430088e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 280783 members 
Entering Unmasked Estep 
Score: -34300864.000000 Penalty: 6223.896484
	Iteration 23Q: 3 clusters Score -3.430086e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 280776 members 
Entering Unmasked Estep 
Score: -34300884.000000 Penalty: 6223.896484
	Iteration 24Q: 3 clusters Score -3.430088e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 280773 members 
Entering Unmasked Estep 
Score: -34300880.000000 Penalty: 6223.896484
	Iteration 25Q: 3 clusters Score -3.430088e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 280769 members 
Entering Unmasked Estep 
Score: -34300840.000000 Penalty: 6223.896484
	Iteration 26Q: 3 clusters Score -3.430084e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 280767 members 
Entering Unmasked Estep 
Score: -34300876.000000 Penalty: 6223.896484
	Iteration 27Q: 3 clusters Score -3.430088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 280767 members 
Entering Unmasked Estep 
Score: -34300884.000000 Penalty: 6223.896484
	Iteration 28Q: 3 clusters Score -3.430088e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 280767 members 
Entering Unmasked Estep 
Score: -34300876.000000 Penalty: 6223.896484
	Iteration 29Q: 3 clusters Score -3.430088e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 280773 members 
Entering Unmasked Estep 
Score: -34300884.000000 Penalty: 6223.896484
	Iteration 30Q: 3 clusters Score -3.430088e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 280778 members 
Entering Unmasked Estep 
Score: -34300864.000000 Penalty: 6223.896484
	Iteration 31Q: 3 clusters Score -3.430086e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 280783 members 
Entering Unmasked Estep 
Score: -34300892.000000 Penalty: 6223.896484
	Iteration 32Q: 3 clusters Score -3.430089e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 280788 members 
Entering Unmasked Estep 
Score: -34300912.000000 Penalty: 6223.896484
	Iteration 33Q: 3 clusters Score -3.430091e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 280787 members 
Entering Unmasked Estep 
Score: -34300904.000000 Penalty: 6223.896484
	Iteration 34Q: 3 clusters Score -3.43009e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 280787 members 
Entering Unmasked Estep 
Score: -34300884.000000 Penalty: 6223.896484
	Iteration 35Q: 3 clusters Score -3.430088e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 280785 members 
Entering Unmasked Estep 
Score: -34300900.000000 Penalty: 6223.896484
	Iteration 36Q: 3 clusters Score -3.43009e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 280780 members 
Entering Unmasked Estep 
Score: -34300892.000000 Penalty: 6223.896484
	Iteration 37Q: 3 clusters Score -3.430089e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 280777 members 
Entering Unmasked Estep 
Score: -34300908.000000 Penalty: 6223.896484
	Iteration 38Q: 3 clusters Score -3.430091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 280778 members 
Entering Unmasked Estep 
Score: -34300892.000000 Penalty: 6223.896484
	Iteration 39Q: 3 clusters Score -3.430089e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 280778 members 
Entering Unmasked Estep 
Score: -34300892.000000 Penalty: 6223.896484
	Iteration 40F: 3 clusters Score -3.430089e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (16333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Entering Unmasked Estep 
Score: -1958937.750000 Penalty: 2405.833984
	Iteration 0F: 2 clusters Score -1958938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1947280.250000 Penalty: 4811.667969
	Iteration 0F: 3 clusters Score -1947280 nChanged 7081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1951290.625000 Penalty: 4811.667969
	Iteration 1F: 3 clusters Score -1951291 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1951901.125000 Penalty: 4811.667969
	Iteration 2F: 3 clusters Score -1951901 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1952523.875000 Penalty: 4811.667969
	Iteration 3F: 3 clusters Score -1952524 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1953153.625000 Penalty: 4811.667969
	Iteration 4F: 3 clusters Score -1953154 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1953819.250000 Penalty: 4811.667969
	Iteration 5F: 3 clusters Score -1953819 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1954447.500000 Penalty: 4811.667969
	Iteration 6F: 3 clusters Score -1954448 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1955018.125000 Penalty: 4811.667969
	Iteration 7Q: 3 clusters Score -1955018 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1955511.000000 Penalty: 4811.667969
	Iteration 8Q: 3 clusters Score -1955511 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1955892.375000 Penalty: 4811.667969
	Iteration 9Q: 3 clusters Score -1955892 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1956176.250000 Penalty: 4811.667969
	Iteration 10Q: 3 clusters Score -1956176 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1956337.875000 Penalty: 4811.667969
	Iteration 11Q: 3 clusters Score -1956338 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1956460.375000 Penalty: 4811.667969
	Iteration 12Q: 3 clusters Score -1956460 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1956533.375000 Penalty: 4811.667969
	Iteration 13Q: 3 clusters Score -1956533 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1956604.125000 Penalty: 4811.667969
	Iteration 14Q: 3 clusters Score -1956604 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1956660.250000 Penalty: 4811.667969
	Iteration 15Q: 3 clusters Score -1956660 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1956707.000000 Penalty: 4811.667969
	Iteration 16Q: 3 clusters Score -1956707 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1956736.375000 Penalty: 4811.667969
	Iteration 17Q: 3 clusters Score -1956736 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1956757.500000 Penalty: 4811.667969
	Iteration 18Q: 3 clusters Score -1956758 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1956771.250000 Penalty: 4811.667969
	Iteration 19Q: 3 clusters Score -1956771 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1956790.250000 Penalty: 4811.667969
	Iteration 20F: 3 clusters Score -1956790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1956799.625000 Penalty: 4811.667969
	Iteration 21Q: 3 clusters Score -1956800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1956808.125000 Penalty: 4811.667969
	Iteration 22Q: 3 clusters Score -1956808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1956817.375000 Penalty: 4811.667969
	Iteration 23Q: 3 clusters Score -1956817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1956825.625000 Penalty: 4811.667969
	Iteration 24Q: 3 clusters Score -1956826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1956833.875000 Penalty: 4811.667969
	Iteration 25Q: 3 clusters Score -1956834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1956838.875000 Penalty: 4811.667969
	Iteration 26Q: 3 clusters Score -1956839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1956843.750000 Penalty: 4811.667969
	Iteration 27Q: 3 clusters Score -1956844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1956850.250000 Penalty: 4811.667969
	Iteration 28Q: 3 clusters Score -1956850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1956852.750000 Penalty: 4811.667969
	Iteration 29Q: 3 clusters Score -1956853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1956852.375000 Penalty: 4811.667969
	Iteration 30Q: 3 clusters Score -1956852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1956854.875000 Penalty: 4811.667969
	Iteration 31Q: 3 clusters Score -1956855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1956857.000000 Penalty: 4811.667969
	Iteration 32Q: 3 clusters Score -1956857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1956856.750000 Penalty: 4811.667969
	Iteration 33Q: 3 clusters Score -1956857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1956855.875000 Penalty: 4811.667969
	Iteration 34Q: 3 clusters Score -1956856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1956859.000000 Penalty: 4811.667969
	Iteration 35Q: 3 clusters Score -1956859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1956859.875000 Penalty: 4811.667969
	Iteration 36Q: 3 clusters Score -1956860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1956863.125000 Penalty: 4811.667969
	Iteration 37Q: 3 clusters Score -1956863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1956867.125000 Penalty: 4811.667969
	Iteration 38Q: 3 clusters Score -1956867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1956866.750000 Penalty: 4811.667969
	Iteration 39Q: 3 clusters Score -1956867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1956866.250000 Penalty: 4811.667969
	Iteration 40F: 3 clusters Score -1956866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1956875.500000 Penalty: 4811.667969
	Iteration 41Q: 3 clusters Score -1956876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1956883.000000 Penalty: 4811.667969
	Iteration 42Q: 3 clusters Score -1956883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1956890.000000 Penalty: 4811.667969
	Iteration 43Q: 3 clusters Score -1956890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1956893.250000 Penalty: 4811.667969
	Iteration 44Q: 3 clusters Score -1956893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1956899.750000 Penalty: 4811.667969
	Iteration 45Q: 3 clusters Score -1956900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1956897.875000 Penalty: 4811.667969
	Iteration 46Q: 3 clusters Score -1956898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1956900.250000 Penalty: 4811.667969
	Iteration 47Q: 3 clusters Score -1956900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1956899.000000 Penalty: 4811.667969
	Iteration 48Q: 3 clusters Score -1956899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1956903.375000 Penalty: 4811.667969
	Iteration 49Q: 3 clusters Score -1956903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1956903.000000 Penalty: 4811.667969
	Iteration 50Q: 3 clusters Score -1956903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1956900.875000 Penalty: 4811.667969
	Iteration 51Q: 3 clusters Score -1956901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1956903.375000 Penalty: 4811.667969
	Iteration 52Q: 3 clusters Score -1956903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1956905.125000 Penalty: 4811.667969
	Iteration 53Q: 3 clusters Score -1956905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1956905.125000 Penalty: 4811.667969
	Iteration 54F: 3 clusters Score -1956905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (21165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Entering Unmasked Estep 
Score: -2487713.750000 Penalty: 2470.105713
	Iteration 0F: 2 clusters Score -2487714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -2472786.250000 Penalty: 4940.211426
	Iteration 0F: 3 clusters Score -2472786 nChanged 9452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -2477921.250000 Penalty: 4940.211426
	Iteration 1F: 3 clusters Score -2477921 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -2478375.000000 Penalty: 4940.211426
	Iteration 2F: 3 clusters Score -2478375 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -2478787.250000 Penalty: 4940.211426
	Iteration 3Q: 3 clusters Score -2478787 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -2479206.000000 Penalty: 4940.211426
	Iteration 4Q: 3 clusters Score -2479206 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -2479706.250000 Penalty: 4940.211426
	Iteration 5Q: 3 clusters Score -2479706 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -2480326.500000 Penalty: 4940.211426
	Iteration 6F: 3 clusters Score -2480326 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -2481120.750000 Penalty: 4940.211426
	Iteration 7F: 3 clusters Score -2481121 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -2481991.500000 Penalty: 4940.211426
	Iteration 8F: 3 clusters Score -2481992 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -2482769.750000 Penalty: 4940.211426
	Iteration 9F: 3 clusters Score -2482770 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2483541.500000 Penalty: 4940.211426
	Iteration 10Q: 3 clusters Score -2483542 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2484160.750000 Penalty: 4940.211426
	Iteration 11Q: 3 clusters Score -2484161 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2484594.750000 Penalty: 4940.211426
	Iteration 12Q: 3 clusters Score -2484595 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2484912.000000 Penalty: 4940.211426
	Iteration 13Q: 3 clusters Score -2484912 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2485147.500000 Penalty: 4940.211426
	Iteration 14Q: 3 clusters Score -2485148 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2485293.250000 Penalty: 4940.211426
	Iteration 15Q: 3 clusters Score -2485293 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2485371.500000 Penalty: 4940.211426
	Iteration 16Q: 3 clusters Score -2485372 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2485439.750000 Penalty: 4940.211426
	Iteration 17Q: 3 clusters Score -2485440 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2485477.250000 Penalty: 4940.211426
	Iteration 18Q: 3 clusters Score -2485477 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2485505.500000 Penalty: 4940.211426
	Iteration 19Q: 3 clusters Score -2485506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2485528.750000 Penalty: 4940.211426
	Iteration 20F: 3 clusters Score -2485529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2485540.750000 Penalty: 4940.211426
	Iteration 21Q: 3 clusters Score -2485541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2485554.750000 Penalty: 4940.211426
	Iteration 22Q: 3 clusters Score -2485555 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2485573.500000 Penalty: 4940.211426
	Iteration 23Q: 3 clusters Score -2485574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2485592.000000 Penalty: 4940.211426
	Iteration 24Q: 3 clusters Score -2485592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2485600.250000 Penalty: 4940.211426
	Iteration 25Q: 3 clusters Score -2485600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2485609.250000 Penalty: 4940.211426
	Iteration 26Q: 3 clusters Score -2485609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2485613.250000 Penalty: 4940.211426
	Iteration 27Q: 3 clusters Score -2485613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2485617.750000 Penalty: 4940.211426
	Iteration 28Q: 3 clusters Score -2485618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2485619.000000 Penalty: 4940.211426
	Iteration 29Q: 3 clusters Score -2485619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2485628.000000 Penalty: 4940.211426
	Iteration 30Q: 3 clusters Score -2485628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2485634.000000 Penalty: 4940.211426
	Iteration 31Q: 3 clusters Score -2485634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2485642.250000 Penalty: 4940.211426
	Iteration 32Q: 3 clusters Score -2485642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2485645.000000 Penalty: 4940.211426
	Iteration 33Q: 3 clusters Score -2485645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2485642.500000 Penalty: 4940.211426
	Iteration 34Q: 3 clusters Score -2485642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2485648.000000 Penalty: 4940.211426
	Iteration 35Q: 3 clusters Score -2485648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2485648.500000 Penalty: 4940.211426
	Iteration 36Q: 3 clusters Score -2485648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2485648.500000 Penalty: 4940.211426
	Iteration 37F: 3 clusters Score -2485648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -2347405.250000 Penalty: 2453.635254
	Iteration 0F: 2 clusters Score -2347405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -2333592.500000 Penalty: 4907.270508
	Iteration 0F: 3 clusters Score -2333592 nChanged 8675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -2338440.250000 Penalty: 4907.270508
	Iteration 1F: 3 clusters Score -2338440 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -2339300.500000 Penalty: 4907.270508
	Iteration 2F: 3 clusters Score -2339300 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -2340319.500000 Penalty: 4907.270508
	Iteration 3F: 3 clusters Score -2340320 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -2341430.250000 Penalty: 4907.270508
	Iteration 4F: 3 clusters Score -2341430 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -2342468.000000 Penalty: 4907.270508
	Iteration 5F: 3 clusters Score -2342468 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -2343230.500000 Penalty: 4907.270508
	Iteration 6F: 3 clusters Score -2343230 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -2343721.500000 Penalty: 4907.270508
	Iteration 7Q: 3 clusters Score -2343722 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -2344023.500000 Penalty: 4907.270508
	Iteration 8Q: 3 clusters Score -2344024 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -2344244.750000 Penalty: 4907.270508
	Iteration 9Q: 3 clusters Score -2344245 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -2344399.250000 Penalty: 4907.270508
	Iteration 10Q: 3 clusters Score -2344399 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -2344534.000000 Penalty: 4907.270508
	Iteration 11Q: 3 clusters Score -2344534 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2344656.000000 Penalty: 4907.270508
	Iteration 12Q: 3 clusters Score -2344656 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -2344778.750000 Penalty: 4907.270508
	Iteration 13Q: 3 clusters Score -2344779 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2344893.750000 Penalty: 4907.270508
	Iteration 14Q: 3 clusters Score -2344894 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2345022.250000 Penalty: 4907.270508
	Iteration 15Q: 3 clusters Score -2345022 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2345126.750000 Penalty: 4907.270508
	Iteration 16Q: 3 clusters Score -2345127 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2345218.750000 Penalty: 4907.270508
	Iteration 17Q: 3 clusters Score -2345219 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2345299.250000 Penalty: 4907.270508
	Iteration 18Q: 3 clusters Score -2345299 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2345366.750000 Penalty: 4907.270508
	Iteration 19Q: 3 clusters Score -2345367 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2345416.250000 Penalty: 4907.270508
	Iteration 20F: 3 clusters Score -2345416 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2345468.500000 Penalty: 4907.270508
	Iteration 21Q: 3 clusters Score -2345468 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2345502.500000 Penalty: 4907.270508
	Iteration 22Q: 3 clusters Score -2345502 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2345531.500000 Penalty: 4907.270508
	Iteration 23Q: 3 clusters Score -2345532 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2345549.750000 Penalty: 4907.270508
	Iteration 24Q: 3 clusters Score -2345550 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2345566.750000 Penalty: 4907.270508
	Iteration 25Q: 3 clusters Score -2345567 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2345583.000000 Penalty: 4907.270508
	Iteration 26Q: 3 clusters Score -2345583 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2345596.000000 Penalty: 4907.270508
	Iteration 27Q: 3 clusters Score -2345596 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2345614.250000 Penalty: 4907.270508
	Iteration 28Q: 3 clusters Score -2345614 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2345629.750000 Penalty: 4907.270508
	Iteration 29Q: 3 clusters Score -2345630 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2345644.750000 Penalty: 4907.270508
	Iteration 30Q: 3 clusters Score -2345645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2345649.750000 Penalty: 4907.270508
	Iteration 31Q: 3 clusters Score -2345650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2345654.750000 Penalty: 4907.270508
	Iteration 32Q: 3 clusters Score -2345655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2345661.000000 Penalty: 4907.270508
	Iteration 33Q: 3 clusters Score -2345661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2345666.750000 Penalty: 4907.270508
	Iteration 34Q: 3 clusters Score -2345667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2345665.250000 Penalty: 4907.270508
	Iteration 35Q: 3 clusters Score -2345665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2345663.500000 Penalty: 4907.270508
	Iteration 36Q: 3 clusters Score -2345664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2345665.750000 Penalty: 4907.270508
	Iteration 37Q: 3 clusters Score -2345666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2345665.750000 Penalty: 4907.270508
	Iteration 38F: 3 clusters Score -2345666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Entering Unmasked Estep 
Score: -1339522.625000 Penalty: 2320.115967
	Iteration 0F: 2 clusters Score -1339523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1330866.625000 Penalty: 4640.231934
	Iteration 0F: 3 clusters Score -1330867 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1333419.625000 Penalty: 4640.231934
	Iteration 1F: 3 clusters Score -1333420 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1333773.125000 Penalty: 4640.231934
	Iteration 2F: 3 clusters Score -1333773 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1334077.250000 Penalty: 4640.231934
	Iteration 3F: 3 clusters Score -1334077 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1334362.375000 Penalty: 4640.231934
	Iteration 4Q: 3 clusters Score -1334362 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1334661.875000 Penalty: 4640.231934
	Iteration 5Q: 3 clusters Score -1334662 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1334980.250000 Penalty: 4640.231934
	Iteration 6Q: 3 clusters Score -1334980 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1335376.750000 Penalty: 4640.231934
	Iteration 7Q: 3 clusters Score -1335377 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1335833.875000 Penalty: 4640.231934
	Iteration 8F: 3 clusters Score -1335834 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1336302.000000 Penalty: 4640.231934
	Iteration 9Q: 3 clusters Score -1336302 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1336755.500000 Penalty: 4640.231934
	Iteration 10Q: 3 clusters Score -1336756 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1337141.250000 Penalty: 4640.231934
	Iteration 11Q: 3 clusters Score -1337141 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1337397.875000 Penalty: 4640.231934
	Iteration 12Q: 3 clusters Score -1337398 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1337558.875000 Penalty: 4640.231934
	Iteration 13Q: 3 clusters Score -1337559 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1337669.750000 Penalty: 4640.231934
	Iteration 14Q: 3 clusters Score -1337670 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1337754.750000 Penalty: 4640.231934
	Iteration 15Q: 3 clusters Score -1337755 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1337802.875000 Penalty: 4640.231934
	Iteration 16Q: 3 clusters Score -1337803 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1337826.625000 Penalty: 4640.231934
	Iteration 17Q: 3 clusters Score -1337827 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1337830.750000 Penalty: 4640.231934
	Iteration 18Q: 3 clusters Score -1337831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1337838.625000 Penalty: 4640.231934
	Iteration 19Q: 3 clusters Score -1337839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1337839.750000 Penalty: 4640.231934
	Iteration 20F: 3 clusters Score -1337840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1337844.875000 Penalty: 4640.231934
	Iteration 21Q: 3 clusters Score -1337845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1337853.375000 Penalty: 4640.231934
	Iteration 22Q: 3 clusters Score -1337853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1337854.500000 Penalty: 4640.231934
	Iteration 23Q: 3 clusters Score -1337854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1337862.125000 Penalty: 4640.231934
	Iteration 24Q: 3 clusters Score -1337862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1337871.750000 Penalty: 4640.231934
	Iteration 25Q: 3 clusters Score -1337872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1337876.500000 Penalty: 4640.231934
	Iteration 26Q: 3 clusters Score -1337876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1337881.500000 Penalty: 4640.231934
	Iteration 27Q: 3 clusters Score -1337882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1337885.875000 Penalty: 4640.231934
	Iteration 28Q: 3 clusters Score -1337886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1337884.500000 Penalty: 4640.231934
	Iteration 29Q: 3 clusters Score -1337884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1337885.375000 Penalty: 4640.231934
	Iteration 30Q: 3 clusters Score -1337885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1337886.250000 Penalty: 4640.231934
	Iteration 31Q: 3 clusters Score -1337886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1337889.875000 Penalty: 4640.231934
	Iteration 32Q: 3 clusters Score -1337890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1337892.250000 Penalty: 4640.231934
	Iteration 33Q: 3 clusters Score -1337892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1337891.250000 Penalty: 4640.231934
	Iteration 34Q: 3 clusters Score -1337891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1337891.250000 Penalty: 4640.231934
	Iteration 35F: 3 clusters Score -1337891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Entering Unmasked Estep 
Score: -817847.437500 Penalty: 2208.516602
	Iteration 0F: 2 clusters Score -817847.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -811861.125000 Penalty: 4417.033203
	Iteration 0F: 3 clusters Score -811861.1 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -813848.750000 Penalty: 4417.033203
	Iteration 1F: 3 clusters Score -813848.8 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -814392.500000 Penalty: 4417.033203
	Iteration 2F: 3 clusters Score -814392.5 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -814915.875000 Penalty: 4417.033203
	Iteration 3F: 3 clusters Score -814915.9 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -815351.562500 Penalty: 4417.033203
	Iteration 4F: 3 clusters Score -815351.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -815664.062500 Penalty: 4417.033203
	Iteration 5F: 3 clusters Score -815664.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -815866.125000 Penalty: 4417.033203
	Iteration 6Q: 3 clusters Score -815866.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -816019.187500 Penalty: 4417.033203
	Iteration 7Q: 3 clusters Score -816019.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -816119.937500 Penalty: 4417.033203
	Iteration 8Q: 3 clusters Score -816119.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -816208.812500 Penalty: 4417.033203
	Iteration 9Q: 3 clusters Score -816208.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -816278.250000 Penalty: 4417.033203
	Iteration 10Q: 3 clusters Score -816278.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -816333.062500 Penalty: 4417.033203
	Iteration 11Q: 3 clusters Score -816333.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -816384.812500 Penalty: 4417.033203
	Iteration 12Q: 3 clusters Score -816384.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -816439.562500 Penalty: 4417.033203
	Iteration 13Q: 3 clusters Score -816439.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -816491.750000 Penalty: 4417.033203
	Iteration 14Q: 3 clusters Score -816491.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -816530.187500 Penalty: 4417.033203
	Iteration 15Q: 3 clusters Score -816530.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -816559.125000 Penalty: 4417.033203
	Iteration 16Q: 3 clusters Score -816559.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -816589.250000 Penalty: 4417.033203
	Iteration 17Q: 3 clusters Score -816589.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -816624.500000 Penalty: 4417.033203
	Iteration 18Q: 3 clusters Score -816624.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -816657.750000 Penalty: 4417.033203
	Iteration 19Q: 3 clusters Score -816657.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -816704.000000 Penalty: 4417.033203
	Iteration 20F: 3 clusters Score -816704 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -816748.687500 Penalty: 4417.033203
	Iteration 21Q: 3 clusters Score -816748.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -816778.375000 Penalty: 4417.033203
	Iteration 22Q: 3 clusters Score -816778.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -816805.500000 Penalty: 4417.033203
	Iteration 23Q: 3 clusters Score -816805.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -816836.375000 Penalty: 4417.033203
	Iteration 24Q: 3 clusters Score -816836.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -816864.125000 Penalty: 4417.033203
	Iteration 25Q: 3 clusters Score -816864.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -816884.750000 Penalty: 4417.033203
	Iteration 26Q: 3 clusters Score -816884.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -816902.000000 Penalty: 4417.033203
	Iteration 27Q: 3 clusters Score -816902 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -816911.687500 Penalty: 4417.033203
	Iteration 28Q: 3 clusters Score -816911.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -816920.375000 Penalty: 4417.033203
	Iteration 29Q: 3 clusters Score -816920.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -816931.375000 Penalty: 4417.033203
	Iteration 30Q: 3 clusters Score -816931.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -816946.125000 Penalty: 4417.033203
	Iteration 31Q: 3 clusters Score -816946.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -816955.187500 Penalty: 4417.033203
	Iteration 32Q: 3 clusters Score -816955.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -816977.562500 Penalty: 4417.033203
	Iteration 33Q: 3 clusters Score -816977.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -816996.562500 Penalty: 4417.033203
	Iteration 34Q: 3 clusters Score -816996.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -817015.937500 Penalty: 4417.033203
	Iteration 35Q: 3 clusters Score -817015.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -817026.250000 Penalty: 4417.033203
	Iteration 36Q: 3 clusters Score -817026.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -817038.625000 Penalty: 4417.033203
	Iteration 37Q: 3 clusters Score -817038.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -817043.437500 Penalty: 4417.033203
	Iteration 38Q: 3 clusters Score -817043.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -817054.562500 Penalty: 4417.033203
	Iteration 39Q: 3 clusters Score -817054.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -817061.000000 Penalty: 4417.033203
	Iteration 40F: 3 clusters Score -817061 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -817070.000000 Penalty: 4417.033203
	Iteration 41Q: 3 clusters Score -817070 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -817076.687500 Penalty: 4417.033203
	Iteration 42Q: 3 clusters Score -817076.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -817088.812500 Penalty: 4417.033203
	Iteration 43Q: 3 clusters Score -817088.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -817097.812500 Penalty: 4417.033203
	Iteration 44Q: 3 clusters Score -817097.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -817104.937500 Penalty: 4417.033203
	Iteration 45Q: 3 clusters Score -817104.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -817119.687500 Penalty: 4417.033203
	Iteration 46Q: 3 clusters Score -817119.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -817131.000000 Penalty: 4417.033203
	Iteration 47Q: 3 clusters Score -817131 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -817143.500000 Penalty: 4417.033203
	Iteration 48Q: 3 clusters Score -817143.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -817152.125000 Penalty: 4417.033203
	Iteration 49Q: 3 clusters Score -817152.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -817164.250000 Penalty: 4417.033203
	Iteration 50Q: 3 clusters Score -817164.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -817172.812500 Penalty: 4417.033203
	Iteration 51Q: 3 clusters Score -817172.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -817182.875000 Penalty: 4417.033203
	Iteration 52Q: 3 clusters Score -817182.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -817191.687500 Penalty: 4417.033203
	Iteration 53Q: 3 clusters Score -817191.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -817195.875000 Penalty: 4417.033203
	Iteration 54Q: 3 clusters Score -817195.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -817200.812500 Penalty: 4417.033203
	Iteration 55Q: 3 clusters Score -817200.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -817205.562500 Penalty: 4417.033203
	Iteration 56Q: 3 clusters Score -817205.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -817208.375000 Penalty: 4417.033203
	Iteration 57Q: 3 clusters Score -817208.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -817213.250000 Penalty: 4417.033203
	Iteration 58Q: 3 clusters Score -817213.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -817218.750000 Penalty: 4417.033203
	Iteration 59Q: 3 clusters Score -817218.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -817222.500000 Penalty: 4417.033203
	Iteration 60F: 3 clusters Score -817222.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -817227.875000 Penalty: 4417.033203
	Iteration 61Q: 3 clusters Score -817227.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -817232.375000 Penalty: 4417.033203
	Iteration 62Q: 3 clusters Score -817232.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -817238.250000 Penalty: 4417.033203
	Iteration 63Q: 3 clusters Score -817238.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -817244.750000 Penalty: 4417.033203
	Iteration 64Q: 3 clusters Score -817244.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -817250.000000 Penalty: 4417.033203
	Iteration 65Q: 3 clusters Score -817250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -817254.375000 Penalty: 4417.033203
	Iteration 66Q: 3 clusters Score -817254.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -817260.125000 Penalty: 4417.033203
	Iteration 67Q: 3 clusters Score -817260.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -817268.187500 Penalty: 4417.033203
	Iteration 68Q: 3 clusters Score -817268.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -817271.250000 Penalty: 4417.033203
	Iteration 69Q: 3 clusters Score -817271.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -817281.937500 Penalty: 4417.033203
	Iteration 70Q: 3 clusters Score -817281.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -817284.000000 Penalty: 4417.033203
	Iteration 71Q: 3 clusters Score -817284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -817290.000000 Penalty: 4417.033203
	Iteration 72Q: 3 clusters Score -817290 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -817294.937500 Penalty: 4417.033203
	Iteration 73Q: 3 clusters Score -817294.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -817298.062500 Penalty: 4417.033203
	Iteration 74Q: 3 clusters Score -817298.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -817299.125000 Penalty: 4417.033203
	Iteration 75Q: 3 clusters Score -817299.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -817304.437500 Penalty: 4417.033203
	Iteration 76Q: 3 clusters Score -817304.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -817309.125000 Penalty: 4417.033203
	Iteration 77Q: 3 clusters Score -817309.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -817312.500000 Penalty: 4417.033203
	Iteration 78Q: 3 clusters Score -817312.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -817317.937500 Penalty: 4417.033203
	Iteration 79Q: 3 clusters Score -817317.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -817325.625000 Penalty: 4417.033203
	Iteration 80F: 3 clusters Score -817325.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -817330.937500 Penalty: 4417.033203
	Iteration 81Q: 3 clusters Score -817330.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -817336.500000 Penalty: 4417.033203
	Iteration 82Q: 3 clusters Score -817336.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -817343.812500 Penalty: 4417.033203
	Iteration 83Q: 3 clusters Score -817343.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -817350.562500 Penalty: 4417.033203
	Iteration 84Q: 3 clusters Score -817350.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -817355.750000 Penalty: 4417.033203
	Iteration 85Q: 3 clusters Score -817355.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -817362.375000 Penalty: 4417.033203
	Iteration 86Q: 3 clusters Score -817362.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -817363.687500 Penalty: 4417.033203
	Iteration 87Q: 3 clusters Score -817363.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -817367.312500 Penalty: 4417.033203
	Iteration 88Q: 3 clusters Score -817367.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -817370.875000 Penalty: 4417.033203
	Iteration 89Q: 3 clusters Score -817370.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -817369.312500 Penalty: 4417.033203
	Iteration 90Q: 3 clusters Score -817369.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -817371.562500 Penalty: 4417.033203
	Iteration 91Q: 3 clusters Score -817371.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -817373.687500 Penalty: 4417.033203
	Iteration 92Q: 3 clusters Score -817373.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -817376.875000 Penalty: 4417.033203
	Iteration 93Q: 3 clusters Score -817376.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -817378.000000 Penalty: 4417.033203
	Iteration 94Q: 3 clusters Score -817378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -817376.625000 Penalty: 4417.033203
	Iteration 95Q: 3 clusters Score -817376.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -817377.812500 Penalty: 4417.033203
	Iteration 96Q: 3 clusters Score -817377.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -817377.812500 Penalty: 4417.033203
	Iteration 97F: 3 clusters Score -817377.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (39301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Entering Unmasked Estep 
Score: -4404877.000000 Penalty: 2623.593262
	Iteration 0F: 2 clusters Score -4404877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -4378307.000000 Penalty: 5247.186523
	Iteration 0F: 3 clusters Score -4378307 nChanged 17993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -4388812.500000 Penalty: 5247.186523
	Iteration 1F: 3 clusters Score -4388812 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -4389959.000000 Penalty: 5247.186523
	Iteration 2F: 3 clusters Score -4389959 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -4391246.000000 Penalty: 5247.186523
	Iteration 3F: 3 clusters Score -4391246 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -4392580.000000 Penalty: 5247.186523
	Iteration 4F: 3 clusters Score -4392580 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -4393843.500000 Penalty: 5247.186523
	Iteration 5F: 3 clusters Score -4393844 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -4394884.000000 Penalty: 5247.186523
	Iteration 6F: 3 clusters Score -4394884 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -4395698.500000 Penalty: 5247.186523
	Iteration 7Q: 3 clusters Score -4395698 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -4396391.500000 Penalty: 5247.186523
	Iteration 8Q: 3 clusters Score -4396392 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -4396967.500000 Penalty: 5247.186523
	Iteration 9Q: 3 clusters Score -4396968 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -4397522.500000 Penalty: 5247.186523
	Iteration 10Q: 3 clusters Score -4397522 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -4398072.500000 Penalty: 5247.186523
	Iteration 11Q: 3 clusters Score -4398072 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29888 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -4398607.000000 Penalty: 5247.186523
	Iteration 12Q: 3 clusters Score -4398607 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30869 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -4399128.000000 Penalty: 5247.186523
	Iteration 13Q: 3 clusters Score -4399128 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31897 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -4399628.000000 Penalty: 5247.186523
	Iteration 14Q: 3 clusters Score -4399628 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32904 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -4400199.000000 Penalty: 5247.186523
	Iteration 15Q: 3 clusters Score -4400199 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33882 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -4400781.500000 Penalty: 5247.186523
	Iteration 16Q: 3 clusters Score -4400782 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34796 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -4401323.000000 Penalty: 5247.186523
	Iteration 17Q: 3 clusters Score -4401323 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35610 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -4401849.500000 Penalty: 5247.186523
	Iteration 18Q: 3 clusters Score -4401850 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36338 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -4402385.500000 Penalty: 5247.186523
	Iteration 19Q: 3 clusters Score -4402386 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -4402851.000000 Penalty: 5247.186523
	Iteration 20F: 3 clusters Score -4402851 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37256 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -4403191.500000 Penalty: 5247.186523
	Iteration 21Q: 3 clusters Score -4403192 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37498 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -4403419.500000 Penalty: 5247.186523
	Iteration 22Q: 3 clusters Score -4403420 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -4403584.000000 Penalty: 5247.186523
	Iteration 23Q: 3 clusters Score -4403584 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37768 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -4403734.000000 Penalty: 5247.186523
	Iteration 24Q: 3 clusters Score -4403734 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37824 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -4403819.000000 Penalty: 5247.186523
	Iteration 25Q: 3 clusters Score -4403819 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37859 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4403901.000000 Penalty: 5247.186523
	Iteration 26Q: 3 clusters Score -4403901 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -4403956.500000 Penalty: 5247.186523
	Iteration 27Q: 3 clusters Score -4403956 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37908 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -4403984.000000 Penalty: 5247.186523
	Iteration 28Q: 3 clusters Score -4403984 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37917 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -4404003.500000 Penalty: 5247.186523
	Iteration 29Q: 3 clusters Score -4404004 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37918 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -4404021.500000 Penalty: 5247.186523
	Iteration 30Q: 3 clusters Score -4404022 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37915 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -4404025.500000 Penalty: 5247.186523
	Iteration 31Q: 3 clusters Score -4404026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37917 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -4404036.000000 Penalty: 5247.186523
	Iteration 32Q: 3 clusters Score -4404036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37920 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -4404031.000000 Penalty: 5247.186523
	Iteration 33Q: 3 clusters Score -4404031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -4404028.000000 Penalty: 5247.186523
	Iteration 34Q: 3 clusters Score -4404028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37921 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -4404023.000000 Penalty: 5247.186523
	Iteration 35Q: 3 clusters Score -4404023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37921 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -4404023.000000 Penalty: 5247.186523
	Iteration 36Q: 3 clusters Score -4404023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -4404025.500000 Penalty: 5247.186523
	Iteration 37Q: 3 clusters Score -4404026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -4404025.500000 Penalty: 5247.186523
	Iteration 38F: 3 clusters Score -4404026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Entering Unmasked Estep 
Score: -250116.796875 Penalty: 1903.535400
	Iteration 0F: 2 clusters Score -250116.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -247383.437500 Penalty: 3807.070801
	Iteration 0F: 3 clusters Score -247383.4 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -247890.531250 Penalty: 3807.070801
	Iteration 1F: 3 clusters Score -247890.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -248017.968750 Penalty: 3807.070801
	Iteration 2F: 3 clusters Score -248018 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -248092.234375 Penalty: 3807.070801
	Iteration 3Q: 3 clusters Score -248092.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -248133.375000 Penalty: 3807.070801
	Iteration 4Q: 3 clusters Score -248133.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -248173.468750 Penalty: 3807.070801
	Iteration 5Q: 3 clusters Score -248173.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -248200.859375 Penalty: 3807.070801
	Iteration 6Q: 3 clusters Score -248200.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -248220.812500 Penalty: 3807.070801
	Iteration 7Q: 3 clusters Score -248220.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -248243.578125 Penalty: 3807.070801
	Iteration 8Q: 3 clusters Score -248243.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -248258.390625 Penalty: 3807.070801
	Iteration 9Q: 3 clusters Score -248258.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -248268.218750 Penalty: 3807.070801
	Iteration 10Q: 3 clusters Score -248268.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -248283.859375 Penalty: 3807.070801
	Iteration 11Q: 3 clusters Score -248283.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -248295.328125 Penalty: 3807.070801
	Iteration 12Q: 3 clusters Score -248295.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -248302.765625 Penalty: 3807.070801
	Iteration 13Q: 3 clusters Score -248302.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -248308.500000 Penalty: 3807.070801
	Iteration 14Q: 3 clusters Score -248308.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -248313.406250 Penalty: 3807.070801
	Iteration 15Q: 3 clusters Score -248313.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -248314.250000 Penalty: 3807.070801
	Iteration 16Q: 3 clusters Score -248314.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -248315.203125 Penalty: 3807.070801
	Iteration 17Q: 3 clusters Score -248315.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -248316.171875 Penalty: 3807.070801
	Iteration 18Q: 3 clusters Score -248316.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -248317.750000 Penalty: 3807.070801
	Iteration 19Q: 3 clusters Score -248317.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -248319.640625 Penalty: 3807.070801
	Iteration 20F: 3 clusters Score -248319.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -248322.328125 Penalty: 3807.070801
	Iteration 21Q: 3 clusters Score -248322.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -248323.171875 Penalty: 3807.070801
	Iteration 22Q: 3 clusters Score -248323.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -248324.125000 Penalty: 3807.070801
	Iteration 23Q: 3 clusters Score -248324.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -248324.671875 Penalty: 3807.070801
	Iteration 24Q: 3 clusters Score -248324.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -248324.671875 Penalty: 3807.070801
	Iteration 25F: 3 clusters Score -248324.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Entering Unmasked Estep 
Score: -1222662.875000 Penalty: 2296.311768
	Iteration 0F: 2 clusters Score -1222663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1214716.750000 Penalty: 4592.623535
	Iteration 0F: 3 clusters Score -1214717 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1217160.750000 Penalty: 4592.623535
	Iteration 1F: 3 clusters Score -1217161 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1217600.000000 Penalty: 4592.623535
	Iteration 2F: 3 clusters Score -1217600 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1217938.000000 Penalty: 4592.623535
	Iteration 3F: 3 clusters Score -1217938 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1218206.875000 Penalty: 4592.623535
	Iteration 4Q: 3 clusters Score -1218207 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1218419.500000 Penalty: 4592.623535
	Iteration 5Q: 3 clusters Score -1218420 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1218623.875000 Penalty: 4592.623535
	Iteration 6Q: 3 clusters Score -1218624 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1218825.750000 Penalty: 4592.623535
	Iteration 7Q: 3 clusters Score -1218826 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1219017.750000 Penalty: 4592.623535
	Iteration 8Q: 3 clusters Score -1219018 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1219239.750000 Penalty: 4592.623535
	Iteration 9Q: 3 clusters Score -1219240 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1219473.500000 Penalty: 4592.623535
	Iteration 10Q: 3 clusters Score -1219474 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1219651.000000 Penalty: 4592.623535
	Iteration 11Q: 3 clusters Score -1219651 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1219815.000000 Penalty: 4592.623535
	Iteration 12Q: 3 clusters Score -1219815 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1219940.375000 Penalty: 4592.623535
	Iteration 13Q: 3 clusters Score -1219940 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1220051.000000 Penalty: 4592.623535
	Iteration 14Q: 3 clusters Score -1220051 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1220128.500000 Penalty: 4592.623535
	Iteration 15Q: 3 clusters Score -1220128 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1220203.125000 Penalty: 4592.623535
	Iteration 16Q: 3 clusters Score -1220203 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1220278.375000 Penalty: 4592.623535
	Iteration 17Q: 3 clusters Score -1220278 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1220341.500000 Penalty: 4592.623535
	Iteration 18Q: 3 clusters Score -1220342 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1220398.750000 Penalty: 4592.623535
	Iteration 19Q: 3 clusters Score -1220399 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1220448.500000 Penalty: 4592.623535
	Iteration 20F: 3 clusters Score -1220448 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1220493.500000 Penalty: 4592.623535
	Iteration 21Q: 3 clusters Score -1220494 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1220530.375000 Penalty: 4592.623535
	Iteration 22Q: 3 clusters Score -1220530 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1220568.500000 Penalty: 4592.623535
	Iteration 23Q: 3 clusters Score -1220568 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1220611.500000 Penalty: 4592.623535
	Iteration 24Q: 3 clusters Score -1220612 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1220653.375000 Penalty: 4592.623535
	Iteration 25Q: 3 clusters Score -1220653 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1220698.375000 Penalty: 4592.623535
	Iteration 26Q: 3 clusters Score -1220698 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1220747.750000 Penalty: 4592.623535
	Iteration 27Q: 3 clusters Score -1220748 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1220797.750000 Penalty: 4592.623535
	Iteration 28Q: 3 clusters Score -1220798 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1220844.875000 Penalty: 4592.623535
	Iteration 29Q: 3 clusters Score -1220845 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1220886.000000 Penalty: 4592.623535
	Iteration 30Q: 3 clusters Score -1220886 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1220946.500000 Penalty: 4592.623535
	Iteration 31Q: 3 clusters Score -1220946 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1221023.375000 Penalty: 4592.623535
	Iteration 32Q: 3 clusters Score -1221023 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1221095.000000 Penalty: 4592.623535
	Iteration 33Q: 3 clusters Score -1221095 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1221173.250000 Penalty: 4592.623535
	Iteration 34Q: 3 clusters Score -1221173 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1221243.000000 Penalty: 4592.623535
	Iteration 35Q: 3 clusters Score -1221243 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1221296.625000 Penalty: 4592.623535
	Iteration 36Q: 3 clusters Score -1221297 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1221327.000000 Penalty: 4592.623535
	Iteration 37Q: 3 clusters Score -1221327 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1221356.000000 Penalty: 4592.623535
	Iteration 38Q: 3 clusters Score -1221356 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1221388.125000 Penalty: 4592.623535
	Iteration 39Q: 3 clusters Score -1221388 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1221422.875000 Penalty: 4592.623535
	Iteration 40F: 3 clusters Score -1221423 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1221449.250000 Penalty: 4592.623535
	Iteration 41Q: 3 clusters Score -1221449 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1221466.375000 Penalty: 4592.623535
	Iteration 42Q: 3 clusters Score -1221466 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1221480.500000 Penalty: 4592.623535
	Iteration 43Q: 3 clusters Score -1221480 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1221493.625000 Penalty: 4592.623535
	Iteration 44Q: 3 clusters Score -1221494 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1221502.500000 Penalty: 4592.623535
	Iteration 45Q: 3 clusters Score -1221502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1221513.375000 Penalty: 4592.623535
	Iteration 46Q: 3 clusters Score -1221513 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1221526.500000 Penalty: 4592.623535
	Iteration 47Q: 3 clusters Score -1221526 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1221538.375000 Penalty: 4592.623535
	Iteration 48Q: 3 clusters Score -1221538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1221548.000000 Penalty: 4592.623535
	Iteration 49Q: 3 clusters Score -1221548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1221559.625000 Penalty: 4592.623535
	Iteration 50Q: 3 clusters Score -1221560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1221572.375000 Penalty: 4592.623535
	Iteration 51Q: 3 clusters Score -1221572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1221576.875000 Penalty: 4592.623535
	Iteration 52Q: 3 clusters Score -1221577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1221579.875000 Penalty: 4592.623535
	Iteration 53Q: 3 clusters Score -1221580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1221584.750000 Penalty: 4592.623535
	Iteration 54Q: 3 clusters Score -1221585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1221588.625000 Penalty: 4592.623535
	Iteration 55Q: 3 clusters Score -1221589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1221586.000000 Penalty: 4592.623535
	Iteration 56Q: 3 clusters Score -1221586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1221589.125000 Penalty: 4592.623535
	Iteration 57Q: 3 clusters Score -1221589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1221593.750000 Penalty: 4592.623535
	Iteration 58Q: 3 clusters Score -1221594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1221593.125000 Penalty: 4592.623535
	Iteration 59Q: 3 clusters Score -1221593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1221594.875000 Penalty: 4592.623535
	Iteration 60F: 3 clusters Score -1221595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1221599.750000 Penalty: 4592.623535
	Iteration 61Q: 3 clusters Score -1221600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1221599.875000 Penalty: 4592.623535
	Iteration 62Q: 3 clusters Score -1221600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1221599.875000 Penalty: 4592.623535
	Iteration 63F: 3 clusters Score -1221600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Entering Unmasked Estep 
Score: -1088175.125000 Penalty: 2255.987549
	Iteration 0F: 2 clusters Score -1088175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1081138.500000 Penalty: 4511.975098
	Iteration 0F: 3 clusters Score -1081138 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1082982.375000 Penalty: 4511.975098
	Iteration 1F: 3 clusters Score -1082982 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1083224.875000 Penalty: 4511.975098
	Iteration 2F: 3 clusters Score -1083225 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1083396.750000 Penalty: 4511.975098
	Iteration 3Q: 3 clusters Score -1083397 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1083515.625000 Penalty: 4511.975098
	Iteration 4Q: 3 clusters Score -1083516 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1083617.375000 Penalty: 4511.975098
	Iteration 5Q: 3 clusters Score -1083617 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1083704.375000 Penalty: 4511.975098
	Iteration 6Q: 3 clusters Score -1083704 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1083779.500000 Penalty: 4511.975098
	Iteration 7Q: 3 clusters Score -1083780 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1083846.125000 Penalty: 4511.975098
	Iteration 8Q: 3 clusters Score -1083846 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1083908.750000 Penalty: 4511.975098
	Iteration 9Q: 3 clusters Score -1083909 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1083980.125000 Penalty: 4511.975098
	Iteration 10Q: 3 clusters Score -1083980 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1084055.625000 Penalty: 4511.975098
	Iteration 11Q: 3 clusters Score -1084056 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1084125.000000 Penalty: 4511.975098
	Iteration 12Q: 3 clusters Score -1084125 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1084210.125000 Penalty: 4511.975098
	Iteration 13Q: 3 clusters Score -1084210 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1084288.625000 Penalty: 4511.975098
	Iteration 14Q: 3 clusters Score -1084289 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1084388.250000 Penalty: 4511.975098
	Iteration 15Q: 3 clusters Score -1084388 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1084484.750000 Penalty: 4511.975098
	Iteration 16Q: 3 clusters Score -1084485 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1084589.875000 Penalty: 4511.975098
	Iteration 17Q: 3 clusters Score -1084590 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1084699.125000 Penalty: 4511.975098
	Iteration 18Q: 3 clusters Score -1084699 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1084806.125000 Penalty: 4511.975098
	Iteration 19Q: 3 clusters Score -1084806 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1084893.750000 Penalty: 4511.975098
	Iteration 20F: 3 clusters Score -1084894 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1084960.250000 Penalty: 4511.975098
	Iteration 21Q: 3 clusters Score -1084960 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1085029.125000 Penalty: 4511.975098
	Iteration 22Q: 3 clusters Score -1085029 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1085103.500000 Penalty: 4511.975098
	Iteration 23Q: 3 clusters Score -1085104 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1085188.000000 Penalty: 4511.975098
	Iteration 24Q: 3 clusters Score -1085188 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1085268.125000 Penalty: 4511.975098
	Iteration 25Q: 3 clusters Score -1085268 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1085335.875000 Penalty: 4511.975098
	Iteration 26Q: 3 clusters Score -1085336 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1085397.750000 Penalty: 4511.975098
	Iteration 27Q: 3 clusters Score -1085398 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1085459.375000 Penalty: 4511.975098
	Iteration 28Q: 3 clusters Score -1085459 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1085504.250000 Penalty: 4511.975098
	Iteration 29Q: 3 clusters Score -1085504 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1085540.875000 Penalty: 4511.975098
	Iteration 30Q: 3 clusters Score -1085541 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1085570.875000 Penalty: 4511.975098
	Iteration 31Q: 3 clusters Score -1085571 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1085596.375000 Penalty: 4511.975098
	Iteration 32Q: 3 clusters Score -1085596 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1085618.375000 Penalty: 4511.975098
	Iteration 33Q: 3 clusters Score -1085618 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1085641.250000 Penalty: 4511.975098
	Iteration 34Q: 3 clusters Score -1085641 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1085657.750000 Penalty: 4511.975098
	Iteration 35Q: 3 clusters Score -1085658 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1085681.000000 Penalty: 4511.975098
	Iteration 36Q: 3 clusters Score -1085681 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1085708.000000 Penalty: 4511.975098
	Iteration 37Q: 3 clusters Score -1085708 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1085728.625000 Penalty: 4511.975098
	Iteration 38Q: 3 clusters Score -1085729 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1085752.500000 Penalty: 4511.975098
	Iteration 39Q: 3 clusters Score -1085752 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1085773.875000 Penalty: 4511.975098
	Iteration 40F: 3 clusters Score -1085774 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1085789.750000 Penalty: 4511.975098
	Iteration 41Q: 3 clusters Score -1085790 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1085801.375000 Penalty: 4511.975098
	Iteration 42Q: 3 clusters Score -1085801 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1085811.125000 Penalty: 4511.975098
	Iteration 43Q: 3 clusters Score -1085811 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1085822.125000 Penalty: 4511.975098
	Iteration 44Q: 3 clusters Score -1085822 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1085830.125000 Penalty: 4511.975098
	Iteration 45Q: 3 clusters Score -1085830 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1085840.250000 Penalty: 4511.975098
	Iteration 46Q: 3 clusters Score -1085840 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1085852.250000 Penalty: 4511.975098
	Iteration 47Q: 3 clusters Score -1085852 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1085869.625000 Penalty: 4511.975098
	Iteration 48Q: 3 clusters Score -1085870 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1085884.500000 Penalty: 4511.975098
	Iteration 49Q: 3 clusters Score -1085884 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1085901.750000 Penalty: 4511.975098
	Iteration 50Q: 3 clusters Score -1085902 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1085916.375000 Penalty: 4511.975098
	Iteration 51Q: 3 clusters Score -1085916 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1085929.000000 Penalty: 4511.975098
	Iteration 52Q: 3 clusters Score -1085929 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1085940.375000 Penalty: 4511.975098
	Iteration 53Q: 3 clusters Score -1085940 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1085948.750000 Penalty: 4511.975098
	Iteration 54Q: 3 clusters Score -1085949 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1085956.625000 Penalty: 4511.975098
	Iteration 55Q: 3 clusters Score -1085957 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1085964.875000 Penalty: 4511.975098
	Iteration 56Q: 3 clusters Score -1085965 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1085967.375000 Penalty: 4511.975098
	Iteration 57Q: 3 clusters Score -1085967 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1085976.625000 Penalty: 4511.975098
	Iteration 58Q: 3 clusters Score -1085977 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1085979.875000 Penalty: 4511.975098
	Iteration 59Q: 3 clusters Score -1085980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1085980.750000 Penalty: 4511.975098
	Iteration 60F: 3 clusters Score -1085981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1085983.375000 Penalty: 4511.975098
	Iteration 61Q: 3 clusters Score -1085983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1085987.750000 Penalty: 4511.975098
	Iteration 62Q: 3 clusters Score -1085988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1085988.875000 Penalty: 4511.975098
	Iteration 63Q: 3 clusters Score -1085989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1085991.625000 Penalty: 4511.975098
	Iteration 64Q: 3 clusters Score -1085992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1085992.875000 Penalty: 4511.975098
	Iteration 65Q: 3 clusters Score -1085993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1085994.125000 Penalty: 4511.975098
	Iteration 66Q: 3 clusters Score -1085994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1085991.625000 Penalty: 4511.975098
	Iteration 67Q: 3 clusters Score -1085992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1085993.500000 Penalty: 4511.975098
	Iteration 68Q: 3 clusters Score -1085994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1085999.000000 Penalty: 4511.975098
	Iteration 69Q: 3 clusters Score -1085999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1086000.500000 Penalty: 4511.975098
	Iteration 70Q: 3 clusters Score -1086000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1086003.000000 Penalty: 4511.975098
	Iteration 71Q: 3 clusters Score -1086003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1086006.125000 Penalty: 4511.975098
	Iteration 72Q: 3 clusters Score -1086006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1086009.250000 Penalty: 4511.975098
	Iteration 73Q: 3 clusters Score -1086009 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1086010.375000 Penalty: 4511.975098
	Iteration 74Q: 3 clusters Score -1086010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1086011.500000 Penalty: 4511.975098
	Iteration 75Q: 3 clusters Score -1086012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1086014.750000 Penalty: 4511.975098
	Iteration 76Q: 3 clusters Score -1086015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1086014.500000 Penalty: 4511.975098
	Iteration 77Q: 3 clusters Score -1086014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1086014.625000 Penalty: 4511.975098
	Iteration 78Q: 3 clusters Score -1086015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1086014.875000 Penalty: 4511.975098
	Iteration 79Q: 3 clusters Score -1086015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1086017.375000 Penalty: 4511.975098
	Iteration 80F: 3 clusters Score -1086017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1086016.375000 Penalty: 4511.975098
	Iteration 81Q: 3 clusters Score -1086016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1086018.500000 Penalty: 4511.975098
	Iteration 82Q: 3 clusters Score -1086018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1086018.500000 Penalty: 4511.975098
	Iteration 83F: 3 clusters Score -1086018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (206718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206718 members 
Entering Unmasked Estep 
Score: -25272726.000000 Penalty: 3035.299561
	Iteration 0F: 2 clusters Score -2.527273e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103648 members 
Mstep: Class 2 contains 103070 members 
Entering Unmasked Estep 
Score: -25137056.000000 Penalty: 6070.599121
	Iteration 0F: 3 clusters Score -2.513706e+07 nChanged 99612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107494 members 
Mstep: Class 2 contains 99224 members 
Entering Unmasked Estep 
Score: -25194944.000000 Penalty: 6070.599121
	Iteration 1F: 3 clusters Score -2.519494e+07 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109873 members 
Mstep: Class 2 contains 96845 members 
Entering Unmasked Estep 
Score: -25196254.000000 Penalty: 6070.599121
	Iteration 2Q: 3 clusters Score -2.519625e+07 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113567 members 
Mstep: Class 2 contains 93151 members 
Entering Unmasked Estep 
Score: -25197942.000000 Penalty: 6070.599121
	Iteration 3Q: 3 clusters Score -2.519794e+07 nChanged 6948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119089 members 
Mstep: Class 2 contains 87629 members 
Entering Unmasked Estep 
Score: -25200766.000000 Penalty: 6070.599121
	Iteration 4Q: 3 clusters Score -2.520077e+07 nChanged 8874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127319 members 
Mstep: Class 2 contains 79399 members 
Entering Unmasked Estep 
Score: -25204730.000000 Penalty: 6070.599121
	Iteration 5Q: 3 clusters Score -2.520473e+07 nChanged 12124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139239 members 
Mstep: Class 2 contains 67479 members 
Entering Unmasked Estep 
Score: -25212438.000000 Penalty: 6070.599121
	Iteration 6F: 3 clusters Score -2.521244e+07 nChanged 15950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155165 members 
Mstep: Class 2 contains 51553 members 
Entering Unmasked Estep 
Score: -25224826.000000 Penalty: 6070.599121
	Iteration 7F: 3 clusters Score -2.522483e+07 nChanged 18314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173471 members 
Mstep: Class 2 contains 33247 members 
Entering Unmasked Estep 
Score: -25241146.000000 Penalty: 6070.599121
	Iteration 8F: 3 clusters Score -2.524115e+07 nChanged 16469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189938 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -25256176.000000 Penalty: 6070.599121
	Iteration 9F: 3 clusters Score -2.525618e+07 nChanged 10067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200005 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -25264780.000000 Penalty: 6070.599121
	Iteration 10Q: 3 clusters Score -2.526478e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204213 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -25268128.000000 Penalty: 6070.599121
	Iteration 11Q: 3 clusters Score -2.526813e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205574 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -25269236.000000 Penalty: 6070.599121
	Iteration 12Q: 3 clusters Score -2.526924e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206012 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -25269680.000000 Penalty: 6070.599121
	Iteration 13Q: 3 clusters Score -2.526968e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206156 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -25269842.000000 Penalty: 6070.599121
	Iteration 14Q: 3 clusters Score -2.526984e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206232 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -25269916.000000 Penalty: 6070.599121
	Iteration 15Q: 3 clusters Score -2.526992e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206265 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -25270004.000000 Penalty: 6070.599121
	Iteration 16Q: 3 clusters Score -2.527e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206283 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -25270040.000000 Penalty: 6070.599121
	Iteration 17Q: 3 clusters Score -2.527004e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206299 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -25270056.000000 Penalty: 6070.599121
	Iteration 18Q: 3 clusters Score -2.527006e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206304 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -25270054.000000 Penalty: 6070.599121
	Iteration 19Q: 3 clusters Score -2.527005e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206307 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -25270066.000000 Penalty: 6070.599121
	Iteration 20F: 3 clusters Score -2.527007e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206311 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -25270106.000000 Penalty: 6070.599121
	Iteration 21Q: 3 clusters Score -2.527011e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206323 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -25270112.000000 Penalty: 6070.599121
	Iteration 22Q: 3 clusters Score -2.527011e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206332 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -25270120.000000 Penalty: 6070.599121
	Iteration 23Q: 3 clusters Score -2.527012e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206335 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -25270154.000000 Penalty: 6070.599121
	Iteration 24Q: 3 clusters Score -2.527015e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206335 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -25270164.000000 Penalty: 6070.599121
	Iteration 25Q: 3 clusters Score -2.527016e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206339 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -25270174.000000 Penalty: 6070.599121
	Iteration 26Q: 3 clusters Score -2.527017e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206345 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -25270196.000000 Penalty: 6070.599121
	Iteration 27Q: 3 clusters Score -2.52702e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206347 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -25270200.000000 Penalty: 6070.599121
	Iteration 28Q: 3 clusters Score -2.52702e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206346 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -25270206.000000 Penalty: 6070.599121
	Iteration 29Q: 3 clusters Score -2.527021e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206346 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -25270200.000000 Penalty: 6070.599121
	Iteration 30Q: 3 clusters Score -2.52702e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206346 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -25270210.000000 Penalty: 6070.599121
	Iteration 31Q: 3 clusters Score -2.527021e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206346 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -25270220.000000 Penalty: 6070.599121
	Iteration 32Q: 3 clusters Score -2.527022e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206346 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -25270220.000000 Penalty: 6070.599121
	Iteration 33F: 3 clusters Score -2.527022e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (174927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174927 members 
Entering Unmasked Estep 
Score: -21166558.000000 Penalty: 2993.886963
	Iteration 0F: 2 clusters Score -2.116656e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87447 members 
Mstep: Class 2 contains 87480 members 
Entering Unmasked Estep 
Score: -21049266.000000 Penalty: 5987.773926
	Iteration 0F: 3 clusters Score -2.104927e+07 nChanged 83952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86175 members 
Mstep: Class 2 contains 88752 members 
Entering Unmasked Estep 
Score: -21098454.000000 Penalty: 5987.773926
	Iteration 1F: 3 clusters Score -2.109845e+07 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84711 members 
Mstep: Class 2 contains 90216 members 
Entering Unmasked Estep 
Score: -21099808.000000 Penalty: 5987.773926
	Iteration 2Q: 3 clusters Score -2.109981e+07 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82311 members 
Mstep: Class 2 contains 92616 members 
Entering Unmasked Estep 
Score: -21101624.000000 Penalty: 5987.773926
	Iteration 3Q: 3 clusters Score -2.110162e+07 nChanged 7444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78543 members 
Mstep: Class 2 contains 96384 members 
Entering Unmasked Estep 
Score: -21104394.000000 Penalty: 5987.773926
	Iteration 4Q: 3 clusters Score -2.110439e+07 nChanged 9054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72935 members 
Mstep: Class 2 contains 101992 members 
Entering Unmasked Estep 
Score: -21108350.000000 Penalty: 5987.773926
	Iteration 5F: 3 clusters Score -2.110835e+07 nChanged 10314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65617 members 
Mstep: Class 2 contains 109310 members 
Entering Unmasked Estep 
Score: -21113442.000000 Penalty: 5987.773926
	Iteration 6F: 3 clusters Score -2.111344e+07 nChanged 11336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56679 members 
Mstep: Class 2 contains 118248 members 
Entering Unmasked Estep 
Score: -21120040.000000 Penalty: 5987.773926
	Iteration 7F: 3 clusters Score -2.112004e+07 nChanged 11746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46427 members 
Mstep: Class 2 contains 128500 members 
Entering Unmasked Estep 
Score: -21127740.000000 Penalty: 5987.773926
	Iteration 8F: 3 clusters Score -2.112774e+07 nChanged 11415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 139339 members 
Entering Unmasked Estep 
Score: -21136012.000000 Penalty: 5987.773926
	Iteration 9F: 3 clusters Score -2.113601e+07 nChanged 10747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 149946 members 
Entering Unmasked Estep 
Score: -21144732.000000 Penalty: 5987.773926
	Iteration 10F: 3 clusters Score -2.114473e+07 nChanged 9259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 159179 members 
Entering Unmasked Estep 
Score: -21152130.000000 Penalty: 5987.773926
	Iteration 11F: 3 clusters Score -2.115213e+07 nChanged 6802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 165975 members 
Entering Unmasked Estep 
Score: -21157814.000000 Penalty: 5987.773926
	Iteration 12Q: 3 clusters Score -2.115781e+07 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 170090 members 
Entering Unmasked Estep 
Score: -21161142.000000 Penalty: 5987.773926
	Iteration 13Q: 3 clusters Score -2.116114e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 172227 members 
Entering Unmasked Estep 
Score: -21162900.000000 Penalty: 5987.773926
	Iteration 14Q: 3 clusters Score -2.11629e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 173196 members 
Entering Unmasked Estep 
Score: -21163602.000000 Penalty: 5987.773926
	Iteration 15Q: 3 clusters Score -2.11636e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 173615 members 
Entering Unmasked Estep 
Score: -21163972.000000 Penalty: 5987.773926
	Iteration 16Q: 3 clusters Score -2.116397e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 173793 members 
Entering Unmasked Estep 
Score: -21164126.000000 Penalty: 5987.773926
	Iteration 17Q: 3 clusters Score -2.116413e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 173880 members 
Entering Unmasked Estep 
Score: -21164222.000000 Penalty: 5987.773926
	Iteration 18Q: 3 clusters Score -2.116422e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 173920 members 
Entering Unmasked Estep 
Score: -21164280.000000 Penalty: 5987.773926
	Iteration 19Q: 3 clusters Score -2.116428e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 173944 members 
Entering Unmasked Estep 
Score: -21164336.000000 Penalty: 5987.773926
	Iteration 20F: 3 clusters Score -2.116434e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 173948 members 
Entering Unmasked Estep 
Score: -21164346.000000 Penalty: 5987.773926
	Iteration 21Q: 3 clusters Score -2.116435e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 173950 members 
Entering Unmasked Estep 
Score: -21164400.000000 Penalty: 5987.773926
	Iteration 22Q: 3 clusters Score -2.11644e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 173955 members 
Entering Unmasked Estep 
Score: -21164388.000000 Penalty: 5987.773926
	Iteration 23Q: 3 clusters Score -2.116439e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 173947 members 
Entering Unmasked Estep 
Score: -21164388.000000 Penalty: 5987.773926
	Iteration 24Q: 3 clusters Score -2.116439e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 173944 members 
Entering Unmasked Estep 
Score: -21164410.000000 Penalty: 5987.773926
	Iteration 25Q: 3 clusters Score -2.116441e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 173944 members 
Entering Unmasked Estep 
Score: -21164414.000000 Penalty: 5987.773926
	Iteration 26Q: 3 clusters Score -2.116441e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 173938 members 
Entering Unmasked Estep 
Score: -21164434.000000 Penalty: 5987.773926
	Iteration 27Q: 3 clusters Score -2.116443e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 173935 members 
Entering Unmasked Estep 
Score: -21164422.000000 Penalty: 5987.773926
	Iteration 28Q: 3 clusters Score -2.116442e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 173941 members 
Entering Unmasked Estep 
Score: -21164416.000000 Penalty: 5987.773926
	Iteration 29Q: 3 clusters Score -2.116442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 173945 members 
Entering Unmasked Estep 
Score: -21164436.000000 Penalty: 5987.773926
	Iteration 30Q: 3 clusters Score -2.116444e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 173944 members 
Entering Unmasked Estep 
Score: -21164442.000000 Penalty: 5987.773926
	Iteration 31Q: 3 clusters Score -2.116444e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 173945 members 
Entering Unmasked Estep 
Score: -21164450.000000 Penalty: 5987.773926
	Iteration 32Q: 3 clusters Score -2.116445e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 173942 members 
Entering Unmasked Estep 
Score: -21164438.000000 Penalty: 5987.773926
	Iteration 33Q: 3 clusters Score -2.116444e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 173939 members 
Entering Unmasked Estep 
Score: -21164428.000000 Penalty: 5987.773926
	Iteration 34Q: 3 clusters Score -2.116443e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 173938 members 
Entering Unmasked Estep 
Score: -21164436.000000 Penalty: 5987.773926
	Iteration 35Q: 3 clusters Score -2.116444e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 173939 members 
Entering Unmasked Estep 
Score: -21164442.000000 Penalty: 5987.773926
	Iteration 36Q: 3 clusters Score -2.116444e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 173938 members 
Entering Unmasked Estep 
Score: -21164444.000000 Penalty: 5987.773926
	Iteration 37Q: 3 clusters Score -2.116444e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 173938 members 
Entering Unmasked Estep 
Score: -21164444.000000 Penalty: 5987.773926
	Iteration 38F: 3 clusters Score -2.116444e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (10189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Entering Unmasked Estep 
Score: -1185352.875000 Penalty: 2288.807861
	Iteration 0F: 2 clusters Score -1185353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1177553.125000 Penalty: 4577.615723
	Iteration 0F: 3 clusters Score -1177553 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1179850.750000 Penalty: 4577.615723
	Iteration 1F: 3 clusters Score -1179851 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1180270.125000 Penalty: 4577.615723
	Iteration 2F: 3 clusters Score -1180270 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1180623.875000 Penalty: 4577.615723
	Iteration 3F: 3 clusters Score -1180624 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1180913.375000 Penalty: 4577.615723
	Iteration 4F: 3 clusters Score -1180913 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1181187.125000 Penalty: 4577.615723
	Iteration 5Q: 3 clusters Score -1181187 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1181433.500000 Penalty: 4577.615723
	Iteration 6Q: 3 clusters Score -1181434 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1181653.500000 Penalty: 4577.615723
	Iteration 7Q: 3 clusters Score -1181654 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1181832.750000 Penalty: 4577.615723
	Iteration 8Q: 3 clusters Score -1181833 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1181982.000000 Penalty: 4577.615723
	Iteration 9Q: 3 clusters Score -1181982 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1182088.000000 Penalty: 4577.615723
	Iteration 10Q: 3 clusters Score -1182088 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1182185.250000 Penalty: 4577.615723
	Iteration 11Q: 3 clusters Score -1182185 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1182279.125000 Penalty: 4577.615723
	Iteration 12Q: 3 clusters Score -1182279 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1182355.000000 Penalty: 4577.615723
	Iteration 13Q: 3 clusters Score -1182355 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1182434.000000 Penalty: 4577.615723
	Iteration 14Q: 3 clusters Score -1182434 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1182516.000000 Penalty: 4577.615723
	Iteration 15Q: 3 clusters Score -1182516 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1182604.875000 Penalty: 4577.615723
	Iteration 16Q: 3 clusters Score -1182605 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1182702.875000 Penalty: 4577.615723
	Iteration 17Q: 3 clusters Score -1182703 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1182804.750000 Penalty: 4577.615723
	Iteration 18Q: 3 clusters Score -1182805 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1182909.125000 Penalty: 4577.615723
	Iteration 19Q: 3 clusters Score -1182909 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1183023.875000 Penalty: 4577.615723
	Iteration 20F: 3 clusters Score -1183024 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1183150.500000 Penalty: 4577.615723
	Iteration 21Q: 3 clusters Score -1183150 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1183287.625000 Penalty: 4577.615723
	Iteration 22Q: 3 clusters Score -1183288 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1183421.000000 Penalty: 4577.615723
	Iteration 23Q: 3 clusters Score -1183421 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1183498.000000 Penalty: 4577.615723
	Iteration 24Q: 3 clusters Score -1183498 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1183553.250000 Penalty: 4577.615723
	Iteration 25Q: 3 clusters Score -1183553 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1183602.000000 Penalty: 4577.615723
	Iteration 26Q: 3 clusters Score -1183602 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1183629.500000 Penalty: 4577.615723
	Iteration 27Q: 3 clusters Score -1183630 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1183650.250000 Penalty: 4577.615723
	Iteration 28Q: 3 clusters Score -1183650 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1183663.500000 Penalty: 4577.615723
	Iteration 29Q: 3 clusters Score -1183664 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1183668.875000 Penalty: 4577.615723
	Iteration 30Q: 3 clusters Score -1183669 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1183678.125000 Penalty: 4577.615723
	Iteration 31Q: 3 clusters Score -1183678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1183683.125000 Penalty: 4577.615723
	Iteration 32Q: 3 clusters Score -1183683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1183687.500000 Penalty: 4577.615723
	Iteration 33Q: 3 clusters Score -1183688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1183687.750000 Penalty: 4577.615723
	Iteration 34Q: 3 clusters Score -1183688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1183688.750000 Penalty: 4577.615723
	Iteration 35Q: 3 clusters Score -1183689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1183687.375000 Penalty: 4577.615723
	Iteration 36Q: 3 clusters Score -1183687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1183687.625000 Penalty: 4577.615723
	Iteration 37Q: 3 clusters Score -1183688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1183688.875000 Penalty: 4577.615723
	Iteration 38Q: 3 clusters Score -1183689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1183689.000000 Penalty: 4577.615723
	Iteration 39Q: 3 clusters Score -1183689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1183689.000000 Penalty: 4577.615723
	Iteration 40F: 3 clusters Score -1183689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Entering Unmasked Estep 
Score: -106581.000000 Penalty: 1723.326538
	Iteration 0F: 2 clusters Score -106581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -104607.203125 Penalty: 3446.653076
	Iteration 0F: 3 clusters Score -104607.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -105025.367188 Penalty: 3446.653076
	Iteration 1F: 3 clusters Score -105025.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -105250.085938 Penalty: 3446.653076
	Iteration 2F: 3 clusters Score -105250.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -105487.578125 Penalty: 3446.653076
	Iteration 3F: 3 clusters Score -105487.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -105622.804688 Penalty: 3446.653076
	Iteration 4Q: 3 clusters Score -105622.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -105736.312500 Penalty: 3446.653076
	Iteration 5Q: 3 clusters Score -105736.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -105905.945312 Penalty: 3446.653076
	Iteration 6Q: 3 clusters Score -105905.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -106306.515625 Penalty: 3446.653076
	Iteration 7F: 3 clusters Score -106306.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -106549.000000 Penalty: 3446.653076
	Iteration 8Q: 3 clusters Score -106549 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -106677.921875 Penalty: 3446.653076
	Iteration 9Q: 3 clusters Score -106677.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -106782.601562 Penalty: 3446.653076
	Iteration 10Q: 3 clusters Score -106782.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -106887.390625 Penalty: 3446.653076
	Iteration 11Q: 3 clusters Score -106887.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -106987.828125 Penalty: 3446.653076
	Iteration 12Q: 3 clusters Score -106987.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -107031.609375 Penalty: 3446.653076
	Iteration 13Q: 3 clusters Score -107031.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -107057.734375 Penalty: 3446.653076
	Iteration 14Q: 3 clusters Score -107057.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -107098.906250 Penalty: 3446.653076
	Iteration 15Q: 3 clusters Score -107098.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -107152.453125 Penalty: 3446.653076
	Iteration 16Q: 3 clusters Score -107152.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -107268.562500 Penalty: 3446.653076
	Iteration 17Q: 3 clusters Score -107268.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -107288.257812 Penalty: 3446.653076
	Iteration 18Q: 3 clusters Score -107288.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -107291.117188 Penalty: 3446.653076
	Iteration 19Q: 3 clusters Score -107291.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -107293.984375 Penalty: 3446.653076
	Iteration 20F: 3 clusters Score -107294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58489 members 
Mstep: Class 2 contains 156755 members 
Mstep: Class 3 contains 7306 members 
Mstep: Class 4 contains 180401 members 
Mstep: Class 5 contains 9661 members 
Mstep: Class 6 contains 708 members 
Mstep: Class 7 contains 29801 members 
Mstep: Class 8 contains 16731 members 
Mstep: Class 9 contains 181400 members 
Mstep: Class 10 contains 6696 members 
Mstep: Class 11 contains 36227 members 
Mstep: Class 12 contains 7916 members 
Mstep: Class 13 contains 6816 members 
Mstep: Class 14 contains 8007 members 
Mstep: Class 15 contains 8287 members 
Mstep: Class 16 contains 7743 members 
Mstep: Class 17 contains 80124 members 
Mstep: Class 18 contains 5419 members 
Mstep: Class 19 contains 13122 members 
Mstep: Class 20 contains 3026 members 
Mstep: Class 21 contains 297660 members 
Mstep: Class 22 contains 44817 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 281582 members 
Mstep: Class 25 contains 16333 members 
Mstep: Class 26 contains 21165 members 
Mstep: Class 27 contains 19805 members 
Mstep: Class 28 contains 11560 members 
Mstep: Class 29 contains 7371 members 
Mstep: Class 30 contains 39301 members 
Mstep: Class 31 contains 2155 members 
Mstep: Class 32 contains 10502 members 
Mstep: Class 33 contains 8926 members 
Mstep: Class 34 contains 206718 members 
Mstep: Class 35 contains 174927 members 
Mstep: Class 36 contains 10189 members 
Mstep: Class 37 contains 378 members 
Mstep: Class 38 contains 10391 members 
Mstep: Class 39 contains 664 members 
Entering Unmasked Estep 
Score: -235402512.000000 Penalty: 140280.062500
Splitting cluster 37 changes total score from -235404096.000000 to -235402512.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58489 members 
Mstep: Class 2 contains 156755 members 
Mstep: Class 3 contains 7306 members 
Mstep: Class 4 contains 180401 members 
Mstep: Class 5 contains 9661 members 
Mstep: Class 6 contains 708 members 
Mstep: Class 7 contains 29801 members 
Mstep: Class 8 contains 16731 members 
Mstep: Class 9 contains 181400 members 
Mstep: Class 10 contains 6696 members 
Mstep: Class 11 contains 36227 members 
Mstep: Class 12 contains 7916 members 
Mstep: Class 13 contains 6816 members 
Mstep: Class 14 contains 8007 members 
Mstep: Class 15 contains 8287 members 
Mstep: Class 16 contains 7743 members 
Mstep: Class 17 contains 80124 members 
Mstep: Class 18 contains 5419 members 
Mstep: Class 19 contains 13122 members 
Mstep: Class 20 contains 3026 members 
Mstep: Class 21 contains 297660 members 
Mstep: Class 22 contains 44817 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 281582 members 
Mstep: Class 25 contains 16333 members 
Mstep: Class 26 contains 21165 members 
Mstep: Class 27 contains 19805 members 
Mstep: Class 28 contains 11560 members 
Mstep: Class 29 contains 7371 members 
Mstep: Class 30 contains 39301 members 
Mstep: Class 31 contains 2155 members 
Mstep: Class 32 contains 10502 members 
Mstep: Class 33 contains 8926 members 
Mstep: Class 34 contains 206718 members 
Mstep: Class 35 contains 174927 members 
Mstep: Class 36 contains 10189 members 
Mstep: Class 37 contains 1042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235405824.000000 Penalty: 136683.125000
Iteration 119Q: 39 clusters Score -2.354058e+08 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58504 members 
Mstep: Class 2 contains 156734 members 
Mstep: Class 3 contains 7309 members 
Mstep: Class 4 contains 180361 members 
Mstep: Class 5 contains 9691 members 
Mstep: Class 6 contains 708 members 
Mstep: Class 7 contains 29885 members 
Mstep: Class 8 contains 16748 members 
Mstep: Class 9 contains 181599 members 
Mstep: Class 10 contains 6694 members 
Mstep: Class 11 contains 36333 members 
Mstep: Class 12 contains 7932 members 
Mstep: Class 13 contains 7142 members 
Mstep: Class 14 contains 8013 members 
Mstep: Class 15 contains 8298 members 
Mstep: Class 16 contains 7762 members 
Mstep: Class 17 contains 79999 members 
Mstep: Class 18 contains 5424 members 
Mstep: Class 19 contains 13113 members 
Mstep: Class 20 contains 3027 members 
Mstep: Class 21 contains 297970 members 
Mstep: Class 22 contains 44791 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 281740 members 
Mstep: Class 25 contains 16335 members 
Mstep: Class 26 contains 21186 members 
Mstep: Class 27 contains 19757 members 
Mstep: Class 28 contains 11565 members 
Mstep: Class 29 contains 7268 members 
Mstep: Class 30 contains 39446 members 
Mstep: Class 31 contains 2161 members 
Mstep: Class 32 contains 10506 members 
Mstep: Class 33 contains 8915 members 
Mstep: Class 34 contains 206571 members 
Mstep: Class 35 contains 174834 members 
Mstep: Class 36 contains 10176 members 
Mstep: Class 37 contains 1042 members 
Mstep: Class 38 contains 9540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235406960.000000 Penalty: 136683.125000
Iteration 120F: 39 clusters Score -2.35407e+08 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58476 members 
Mstep: Class 2 contains 156701 members 
Mstep: Class 3 contains 7307 members 
Mstep: Class 4 contains 180240 members 
Mstep: Class 5 contains 9724 members 
Mstep: Class 6 contains 708 members 
Mstep: Class 7 contains 29937 members 
Mstep: Class 8 contains 16743 members 
Mstep: Class 9 contains 181707 members 
Mstep: Class 10 contains 6698 members 
Mstep: Class 11 contains 36335 members 
Mstep: Class 12 contains 7930 members 
Mstep: Class 13 contains 7440 members 
Mstep: Class 14 contains 8024 members 
Mstep: Class 15 contains 8309 members 
Mstep: Class 16 contains 7777 members 
Mstep: Class 17 contains 79823 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 13097 members 
Mstep: Class 20 contains 3026 members 
Mstep: Class 21 contains 298083 members 
Mstep: Class 22 contains 44696 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 281686 members 
Mstep: Class 25 contains 16337 members 
Mstep: Class 26 contains 21198 members 
Mstep: Class 27 contains 19717 members 
Mstep: Class 28 contains 11544 members 
Mstep: Class 29 contains 7143 members 
Mstep: Class 30 contains 39476 members 
Mstep: Class 31 contains 2164 members 
Mstep: Class 32 contains 10490 members 
Mstep: Class 33 contains 8902 members 
Mstep: Class 34 contains 206308 members 
Mstep: Class 35 contains 174683 members 
Mstep: Class 36 contains 10178 members 
Mstep: Class 37 contains 1042 members 
Mstep: Class 38 contains 10002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235407488.000000 Penalty: 136683.125000
Iteration 121Q: 39 clusters Score -2.354075e+08 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58449 members 
Mstep: Class 2 contains 156681 members 
Mstep: Class 3 contains 7308 members 
Mstep: Class 4 contains 180130 members 
Mstep: Class 5 contains 9759 members 
Mstep: Class 6 contains 708 members 
Mstep: Class 7 contains 29983 members 
Mstep: Class 8 contains 16748 members 
Mstep: Class 9 contains 181880 members 
Mstep: Class 10 contains 6696 members 
Mstep: Class 11 contains 36351 members 
Mstep: Class 12 contains 7924 members 
Mstep: Class 13 contains 7678 members 
Mstep: Class 14 contains 8020 members 
Mstep: Class 15 contains 8317 members 
Mstep: Class 16 contains 7791 members 
Mstep: Class 17 contains 79656 members 
Mstep: Class 18 contains 5426 members 
Mstep: Class 19 contains 13082 members 
Mstep: Class 20 contains 3023 members 
Mstep: Class 21 contains 298203 members 
Mstep: Class 22 contains 44611 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 281688 members 
Mstep: Class 25 contains 16347 members 
Mstep: Class 26 contains 21215 members 
Mstep: Class 27 contains 19658 members 
Mstep: Class 28 contains 11537 members 
Mstep: Class 29 contains 7017 members 
Mstep: Class 30 contains 39520 members 
Mstep: Class 31 contains 2170 members 
Mstep: Class 32 contains 10486 members 
Mstep: Class 33 contains 8884 members 
Mstep: Class 34 contains 206088 members 
Mstep: Class 35 contains 174559 members 
Mstep: Class 36 contains 10178 members 
Mstep: Class 37 contains 1042 members 
Mstep: Class 38 contains 10266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235406960.000000 Penalty: 136683.125000
Iteration 122Q: 39 clusters Score -2.35407e+08 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58460 members 
Mstep: Class 2 contains 156666 members 
Mstep: Class 3 contains 7301 members 
Mstep: Class 4 contains 180026 members 
Mstep: Class 5 contains 9792 members 
Mstep: Class 6 contains 708 members 
Mstep: Class 7 contains 30018 members 
Mstep: Class 8 contains 16756 members 
Mstep: Class 9 contains 182053 members 
Mstep: Class 10 contains 6697 members 
Mstep: Class 11 contains 36358 members 
Mstep: Class 12 contains 7912 members 
Mstep: Class 13 contains 7905 members 
Mstep: Class 14 contains 8016 members 
Mstep: Class 15 contains 8319 members 
Mstep: Class 16 contains 7793 members 
Mstep: Class 17 contains 79520 members 
Mstep: Class 18 contains 5422 members 
Mstep: Class 19 contains 13073 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 298370 members 
Mstep: Class 22 contains 44523 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 281687 members 
Mstep: Class 25 contains 16357 members 
Mstep: Class 26 contains 21228 members 
Mstep: Class 27 contains 19594 members 
Mstep: Class 28 contains 11527 members 
Mstep: Class 29 contains 6879 members 
Mstep: Class 30 contains 39554 members 
Mstep: Class 31 contains 2175 members 
Mstep: Class 32 contains 10486 members 
Mstep: Class 33 contains 8871 members 
Mstep: Class 34 contains 205929 members 
Mstep: Class 35 contains 174441 members 
Mstep: Class 36 contains 10186 members 
Mstep: Class 37 contains 1042 members 
Mstep: Class 38 contains 10416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235407184.000000 Penalty: 136683.125000
Iteration 123Q: 39 clusters Score -2.354072e+08 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58462 members 
Mstep: Class 2 contains 156655 members 
Mstep: Class 3 contains 7304 members 
Mstep: Class 4 contains 179928 members 
Mstep: Class 5 contains 9828 members 
Mstep: Class 6 contains 708 members 
Mstep: Class 7 contains 30060 members 
Mstep: Class 8 contains 16745 members 
Mstep: Class 9 contains 182224 members 
Mstep: Class 10 contains 6698 members 
Mstep: Class 11 contains 36361 members 
Mstep: Class 12 contains 7918 members 
Mstep: Class 13 contains 8121 members 
Mstep: Class 14 contains 8016 members 
Mstep: Class 15 contains 8322 members 
Mstep: Class 16 contains 7803 members 
Mstep: Class 17 contains 79391 members 
Mstep: Class 18 contains 5422 members 
Mstep: Class 19 contains 13069 members 
Mstep: Class 20 contains 3020 members 
Mstep: Class 21 contains 298534 members 
Mstep: Class 22 contains 44421 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 281667 members 
Mstep: Class 25 contains 16371 members 
Mstep: Class 26 contains 21238 members 
Mstep: Class 27 contains 19524 members 
Mstep: Class 28 contains 11516 members 
Mstep: Class 29 contains 6726 members 
Mstep: Class 30 contains 39598 members 
Mstep: Class 31 contains 2174 members 
Mstep: Class 32 contains 10479 members 
Mstep: Class 33 contains 8856 members 
Mstep: Class 34 contains 205826 members 
Mstep: Class 35 contains 174347 members 
Mstep: Class 36 contains 10185 members 
Mstep: Class 37 contains 1042 members 
Mstep: Class 38 contains 10520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235406496.000000 Penalty: 136683.125000
Iteration 124Q: 39 clusters Score -2.354065e+08 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58457 members 
Mstep: Class 2 contains 156660 members 
Mstep: Class 3 contains 7313 members 
Mstep: Class 4 contains 179836 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 708 members 
Mstep: Class 7 contains 30098 members 
Mstep: Class 8 contains 16736 members 
Mstep: Class 9 contains 182392 members 
Mstep: Class 10 contains 6704 members 
Mstep: Class 11 contains 36386 members 
Mstep: Class 12 contains 7931 members 
Mstep: Class 13 contains 8340 members 
Mstep: Class 14 contains 8019 members 
Mstep: Class 15 contains 8321 members 
Mstep: Class 16 contains 7808 members 
Mstep: Class 17 contains 79244 members 
Mstep: Class 18 contains 5423 members 
Mstep: Class 19 contains 13051 members 
Mstep: Class 20 contains 3017 members 
Mstep: Class 21 contains 298688 members 
Mstep: Class 22 contains 44324 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 281653 members 
Mstep: Class 25 contains 16394 members 
Mstep: Class 26 contains 21256 members 
Mstep: Class 27 contains 19457 members 
Mstep: Class 28 contains 11511 members 
Mstep: Class 29 contains 6562 members 
Mstep: Class 30 contains 39638 members 
Mstep: Class 31 contains 2186 members 
Mstep: Class 32 contains 10474 members 
Mstep: Class 33 contains 8837 members 
Mstep: Class 34 contains 205745 members 
Mstep: Class 35 contains 174264 members 
Mstep: Class 36 contains 10184 members 
Mstep: Class 37 contains 1042 members 
Mstep: Class 38 contains 10572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235407072.000000 Penalty: 136683.125000
Iteration 125Q: 39 clusters Score -2.354071e+08 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58464 members 
Mstep: Class 2 contains 156657 members 
Mstep: Class 3 contains 7318 members 
Mstep: Class 4 contains 179744 members 
Mstep: Class 5 contains 9881 members 
Mstep: Class 6 contains 708 members 
Mstep: Class 7 contains 30138 members 
Mstep: Class 8 contains 16734 members 
Mstep: Class 9 contains 182551 members 
Mstep: Class 10 contains 6706 members 
Mstep: Class 11 contains 36419 members 
Mstep: Class 12 contains 7944 members 
Mstep: Class 13 contains 8559 members 
Mstep: Class 14 contains 8020 members 
Mstep: Class 15 contains 8318 members 
Mstep: Class 16 contains 7826 members 
Mstep: Class 17 contains 79096 members 
Mstep: Class 18 contains 5422 members 
Mstep: Class 19 contains 13035 members 
Mstep: Class 20 contains 3015 members 
Mstep: Class 21 contains 298756 members 
Mstep: Class 22 contains 44224 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 281645 members 
Mstep: Class 25 contains 16419 members 
Mstep: Class 26 contains 21271 members 
Mstep: Class 27 contains 19404 members 
Mstep: Class 28 contains 11508 members 
Mstep: Class 29 contains 6392 members 
Mstep: Class 30 contains 39671 members 
Mstep: Class 31 contains 2190 members 
Mstep: Class 32 contains 10473 members 
Mstep: Class 33 contains 8831 members 
Mstep: Class 34 contains 205703 members 
Mstep: Class 35 contains 174198 members 
Mstep: Class 36 contains 10187 members 
Mstep: Class 37 contains 1042 members 
Mstep: Class 38 contains 10610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235407232.000000 Penalty: 136683.125000
Iteration 126Q: 39 clusters Score -2.354072e+08 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58473 members 
Mstep: Class 2 contains 156656 members 
Mstep: Class 3 contains 7341 members 
Mstep: Class 4 contains 179660 members 
Mstep: Class 5 contains 9908 members 
Mstep: Class 6 contains 708 members 
Mstep: Class 7 contains 30163 members 
Mstep: Class 8 contains 16732 members 
Mstep: Class 9 contains 182724 members 
Mstep: Class 10 contains 6706 members 
Mstep: Class 11 contains 36444 members 
Mstep: Class 12 contains 7952 members 
Mstep: Class 13 contains 8794 members 
Mstep: Class 14 contains 8021 members 
Mstep: Class 15 contains 8313 members 
Mstep: Class 16 contains 7845 members 
Mstep: Class 17 contains 78931 members 
Mstep: Class 18 contains 5422 members 
Mstep: Class 19 contains 13018 members 
Mstep: Class 20 contains 3010 members 
Mstep: Class 21 contains 298803 members 
Mstep: Class 22 contains 44142 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 281649 members 
Mstep: Class 25 contains 16438 members 
Mstep: Class 26 contains 21282 members 
Mstep: Class 27 contains 19353 members 
Mstep: Class 28 contains 11503 members 
Mstep: Class 29 contains 6196 members 
Mstep: Class 30 contains 39718 members 
Mstep: Class 31 contains 2195 members 
Mstep: Class 32 contains 10475 members 
Mstep: Class 33 contains 8823 members 
Mstep: Class 34 contains 205706 members 
Mstep: Class 35 contains 174097 members 
Mstep: Class 36 contains 10186 members 
Mstep: Class 37 contains 1042 members 
Mstep: Class 38 contains 10650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235407008.000000 Penalty: 136683.125000
Iteration 127Q: 39 clusters Score -2.35407e+08 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58479 members 
Mstep: Class 2 contains 156651 members 
Mstep: Class 3 contains 7357 members 
Mstep: Class 4 contains 179590 members 
Mstep: Class 5 contains 9935 members 
Mstep: Class 6 contains 708 members 
Mstep: Class 7 contains 30195 members 
Mstep: Class 8 contains 16726 members 
Mstep: Class 9 contains 182876 members 
Mstep: Class 10 contains 6702 members 
Mstep: Class 11 contains 36494 members 
Mstep: Class 12 contains 7963 members 
Mstep: Class 13 contains 9013 members 
Mstep: Class 14 contains 8016 members 
Mstep: Class 15 contains 8315 members 
Mstep: Class 16 contains 7850 members 
Mstep: Class 17 contains 78780 members 
Mstep: Class 18 contains 5423 members 
Mstep: Class 19 contains 13004 members 
Mstep: Class 20 contains 3014 members 
Mstep: Class 21 contains 298802 members 
Mstep: Class 22 contains 44060 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 281635 members 
Mstep: Class 25 contains 16455 members 
Mstep: Class 26 contains 21301 members 
Mstep: Class 27 contains 19293 members 
Mstep: Class 28 contains 11504 members 
Mstep: Class 29 contains 5989 members 
Mstep: Class 30 contains 39762 members 
Mstep: Class 31 contains 2201 members 
Mstep: Class 32 contains 10472 members 
Mstep: Class 33 contains 8816 members 
Mstep: Class 34 contains 205771 members 
Mstep: Class 35 contains 174024 members 
Mstep: Class 36 contains 10186 members 
Mstep: Class 37 contains 1042 members 
Mstep: Class 38 contains 10674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235407248.000000 Penalty: 136683.125000
Iteration 128Q: 39 clusters Score -2.354072e+08 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58489 members 
Mstep: Class 2 contains 156631 members 
Mstep: Class 3 contains 7363 members 
Mstep: Class 4 contains 179527 members 
Mstep: Class 5 contains 9952 members 
Mstep: Class 6 contains 708 members 
Mstep: Class 7 contains 30208 members 
Mstep: Class 8 contains 16725 members 
Mstep: Class 9 contains 183028 members 
Mstep: Class 10 contains 6707 members 
Mstep: Class 11 contains 36534 members 
Mstep: Class 12 contains 7972 members 
Mstep: Class 13 contains 9224 members 
Mstep: Class 14 contains 8012 members 
Mstep: Class 15 contains 8324 members 
Mstep: Class 16 contains 7872 members 
Mstep: Class 17 contains 78606 members 
Mstep: Class 18 contains 5423 members 
Mstep: Class 19 contains 12998 members 
Mstep: Class 20 contains 3012 members 
Mstep: Class 21 contains 298815 members 
Mstep: Class 22 contains 43977 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 281633 members 
Mstep: Class 25 contains 16467 members 
Mstep: Class 26 contains 21316 members 
Mstep: Class 27 contains 19244 members 
Mstep: Class 28 contains 11507 members 
Mstep: Class 29 contains 5834 members 
Mstep: Class 30 contains 39800 members 
Mstep: Class 31 contains 2203 members 
Mstep: Class 32 contains 10476 members 
Mstep: Class 33 contains 8811 members 
Mstep: Class 34 contains 205819 members 
Mstep: Class 35 contains 173939 members 
Mstep: Class 36 contains 10188 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235408016.000000 Penalty: 136683.125000
Iteration 129Q: 39 clusters Score -2.35408e+08 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58512 members 
Mstep: Class 2 contains 156611 members 
Mstep: Class 3 contains 7377 members 
Mstep: Class 4 contains 179473 members 
Mstep: Class 5 contains 9974 members 
Mstep: Class 6 contains 708 members 
Mstep: Class 7 contains 30223 members 
Mstep: Class 8 contains 16727 members 
Mstep: Class 9 contains 183201 members 
Mstep: Class 10 contains 6715 members 
Mstep: Class 11 contains 36551 members 
Mstep: Class 12 contains 7987 members 
Mstep: Class 13 contains 9399 members 
Mstep: Class 14 contains 8013 members 
Mstep: Class 15 contains 8328 members 
Mstep: Class 16 contains 7885 members 
Mstep: Class 17 contains 78414 members 
Mstep: Class 18 contains 5423 members 
Mstep: Class 19 contains 12984 members 
Mstep: Class 20 contains 3007 members 
Mstep: Class 21 contains 298847 members 
Mstep: Class 22 contains 43888 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 281606 members 
Mstep: Class 25 contains 16474 members 
Mstep: Class 26 contains 21319 members 
Mstep: Class 27 contains 19178 members 
Mstep: Class 28 contains 11505 members 
Mstep: Class 29 contains 5698 members 
Mstep: Class 30 contains 39829 members 
Mstep: Class 31 contains 2204 members 
Mstep: Class 32 contains 10481 members 
Mstep: Class 33 contains 8800 members 
Mstep: Class 34 contains 205941 members 
Mstep: Class 35 contains 173855 members 
Mstep: Class 36 contains 10189 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235408112.000000 Penalty: 136683.125000
Iteration 130Q: 39 clusters Score -2.354081e+08 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58524 members 
Mstep: Class 2 contains 156603 members 
Mstep: Class 3 contains 7389 members 
Mstep: Class 4 contains 179423 members 
Mstep: Class 5 contains 9996 members 
Mstep: Class 6 contains 708 members 
Mstep: Class 7 contains 30247 members 
Mstep: Class 8 contains 16742 members 
Mstep: Class 9 contains 183310 members 
Mstep: Class 10 contains 6719 members 
Mstep: Class 11 contains 36554 members 
Mstep: Class 12 contains 7996 members 
Mstep: Class 13 contains 9567 members 
Mstep: Class 14 contains 8015 members 
Mstep: Class 15 contains 8321 members 
Mstep: Class 16 contains 7893 members 
Mstep: Class 17 contains 78253 members 
Mstep: Class 18 contains 5424 members 
Mstep: Class 19 contains 12970 members 
Mstep: Class 20 contains 3003 members 
Mstep: Class 21 contains 298840 members 
Mstep: Class 22 contains 43818 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 281574 members 
Mstep: Class 25 contains 16474 members 
Mstep: Class 26 contains 21324 members 
Mstep: Class 27 contains 19122 members 
Mstep: Class 28 contains 11499 members 
Mstep: Class 29 contains 5598 members 
Mstep: Class 30 contains 39861 members 
Mstep: Class 31 contains 2204 members 
Mstep: Class 32 contains 10481 members 
Mstep: Class 33 contains 8790 members 
Mstep: Class 34 contains 206097 members 
Mstep: Class 35 contains 173781 members 
Mstep: Class 36 contains 10192 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235408896.000000 Penalty: 136683.125000
Iteration 131Q: 39 clusters Score -2.354089e+08 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58541 members 
Mstep: Class 2 contains 156599 members 
Mstep: Class 3 contains 7385 members 
Mstep: Class 4 contains 179341 members 
Mstep: Class 5 contains 10019 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 30273 members 
Mstep: Class 8 contains 16757 members 
Mstep: Class 9 contains 183446 members 
Mstep: Class 10 contains 6724 members 
Mstep: Class 11 contains 36568 members 
Mstep: Class 12 contains 8013 members 
Mstep: Class 13 contains 9717 members 
Mstep: Class 14 contains 8012 members 
Mstep: Class 15 contains 8320 members 
Mstep: Class 16 contains 7898 members 
Mstep: Class 17 contains 78070 members 
Mstep: Class 18 contains 5423 members 
Mstep: Class 19 contains 12960 members 
Mstep: Class 20 contains 3003 members 
Mstep: Class 21 contains 298795 members 
Mstep: Class 22 contains 43744 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 281539 members 
Mstep: Class 25 contains 16477 members 
Mstep: Class 26 contains 21330 members 
Mstep: Class 27 contains 19078 members 
Mstep: Class 28 contains 11495 members 
Mstep: Class 29 contains 5523 members 
Mstep: Class 30 contains 39880 members 
Mstep: Class 31 contains 2201 members 
Mstep: Class 32 contains 10483 members 
Mstep: Class 33 contains 8775 members 
Mstep: Class 34 contains 206276 members 
Mstep: Class 35 contains 173727 members 
Mstep: Class 36 contains 10195 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235408736.000000 Penalty: 136683.125000
Iteration 132Q: 39 clusters Score -2.354087e+08 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58543 members 
Mstep: Class 2 contains 156585 members 
Mstep: Class 3 contains 7384 members 
Mstep: Class 4 contains 179265 members 
Mstep: Class 5 contains 10036 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 30280 members 
Mstep: Class 8 contains 16767 members 
Mstep: Class 9 contains 183552 members 
Mstep: Class 10 contains 6728 members 
Mstep: Class 11 contains 36588 members 
Mstep: Class 12 contains 8017 members 
Mstep: Class 13 contains 9863 members 
Mstep: Class 14 contains 8006 members 
Mstep: Class 15 contains 8324 members 
Mstep: Class 16 contains 7904 members 
Mstep: Class 17 contains 77927 members 
Mstep: Class 18 contains 5423 members 
Mstep: Class 19 contains 12953 members 
Mstep: Class 20 contains 3001 members 
Mstep: Class 21 contains 298686 members 
Mstep: Class 22 contains 43672 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 281525 members 
Mstep: Class 25 contains 16489 members 
Mstep: Class 26 contains 21346 members 
Mstep: Class 27 contains 19021 members 
Mstep: Class 28 contains 11489 members 
Mstep: Class 29 contains 5450 members 
Mstep: Class 30 contains 39928 members 
Mstep: Class 31 contains 2200 members 
Mstep: Class 32 contains 10484 members 
Mstep: Class 33 contains 8755 members 
Mstep: Class 34 contains 206488 members 
Mstep: Class 35 contains 173692 members 
Mstep: Class 36 contains 10202 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235408320.000000 Penalty: 136683.125000
Iteration 133Q: 39 clusters Score -2.354083e+08 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58559 members 
Mstep: Class 2 contains 156583 members 
Mstep: Class 3 contains 7384 members 
Mstep: Class 4 contains 179190 members 
Mstep: Class 5 contains 10063 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 30287 members 
Mstep: Class 8 contains 16775 members 
Mstep: Class 9 contains 183669 members 
Mstep: Class 10 contains 6734 members 
Mstep: Class 11 contains 36608 members 
Mstep: Class 12 contains 8020 members 
Mstep: Class 13 contains 9954 members 
Mstep: Class 14 contains 8004 members 
Mstep: Class 15 contains 8321 members 
Mstep: Class 16 contains 7918 members 
Mstep: Class 17 contains 77789 members 
Mstep: Class 18 contains 5422 members 
Mstep: Class 19 contains 12941 members 
Mstep: Class 20 contains 3003 members 
Mstep: Class 21 contains 298588 members 
Mstep: Class 22 contains 43589 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 281504 members 
Mstep: Class 25 contains 16498 members 
Mstep: Class 26 contains 21356 members 
Mstep: Class 27 contains 18967 members 
Mstep: Class 28 contains 11488 members 
Mstep: Class 29 contains 5411 members 
Mstep: Class 30 contains 39958 members 
Mstep: Class 31 contains 2200 members 
Mstep: Class 32 contains 10484 members 
Mstep: Class 33 contains 8743 members 
Mstep: Class 34 contains 206673 members 
Mstep: Class 35 contains 173676 members 
Mstep: Class 36 contains 10206 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235409056.000000 Penalty: 136683.125000
Iteration 134Q: 39 clusters Score -2.354091e+08 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58573 members 
Mstep: Class 2 contains 156577 members 
Mstep: Class 3 contains 7390 members 
Mstep: Class 4 contains 179131 members 
Mstep: Class 5 contains 10080 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 30303 members 
Mstep: Class 8 contains 16797 members 
Mstep: Class 9 contains 183786 members 
Mstep: Class 10 contains 6738 members 
Mstep: Class 11 contains 36626 members 
Mstep: Class 12 contains 8021 members 
Mstep: Class 13 contains 10029 members 
Mstep: Class 14 contains 8006 members 
Mstep: Class 15 contains 8324 members 
Mstep: Class 16 contains 7930 members 
Mstep: Class 17 contains 77654 members 
Mstep: Class 18 contains 5422 members 
Mstep: Class 19 contains 12931 members 
Mstep: Class 20 contains 3003 members 
Mstep: Class 21 contains 298496 members 
Mstep: Class 22 contains 43521 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 281469 members 
Mstep: Class 25 contains 16511 members 
Mstep: Class 26 contains 21364 members 
Mstep: Class 27 contains 18906 members 
Mstep: Class 28 contains 11485 members 
Mstep: Class 29 contains 5360 members 
Mstep: Class 30 contains 39987 members 
Mstep: Class 31 contains 2197 members 
Mstep: Class 32 contains 10484 members 
Mstep: Class 33 contains 8725 members 
Mstep: Class 34 contains 206892 members 
Mstep: Class 35 contains 173626 members 
Mstep: Class 36 contains 10212 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235408720.000000 Penalty: 136683.125000
Iteration 135Q: 39 clusters Score -2.354087e+08 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58591 members 
Mstep: Class 2 contains 156572 members 
Mstep: Class 3 contains 7396 members 
Mstep: Class 4 contains 179094 members 
Mstep: Class 5 contains 10097 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 30316 members 
Mstep: Class 8 contains 16809 members 
Mstep: Class 9 contains 183883 members 
Mstep: Class 10 contains 6740 members 
Mstep: Class 11 contains 36627 members 
Mstep: Class 12 contains 8020 members 
Mstep: Class 13 contains 10099 members 
Mstep: Class 14 contains 8009 members 
Mstep: Class 15 contains 8325 members 
Mstep: Class 16 contains 7942 members 
Mstep: Class 17 contains 77494 members 
Mstep: Class 18 contains 5423 members 
Mstep: Class 19 contains 12913 members 
Mstep: Class 20 contains 3003 members 
Mstep: Class 21 contains 298357 members 
Mstep: Class 22 contains 43472 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 281456 members 
Mstep: Class 25 contains 16511 members 
Mstep: Class 26 contains 21368 members 
Mstep: Class 27 contains 18852 members 
Mstep: Class 28 contains 11484 members 
Mstep: Class 29 contains 5321 members 
Mstep: Class 30 contains 40028 members 
Mstep: Class 31 contains 2198 members 
Mstep: Class 32 contains 10488 members 
Mstep: Class 33 contains 8712 members 
Mstep: Class 34 contains 207170 members 
Mstep: Class 35 contains 173560 members 
Mstep: Class 36 contains 10217 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235408912.000000 Penalty: 136683.125000
Iteration 136Q: 39 clusters Score -2.354089e+08 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58610 members 
Mstep: Class 2 contains 156571 members 
Mstep: Class 3 contains 7397 members 
Mstep: Class 4 contains 179050 members 
Mstep: Class 5 contains 10116 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 30331 members 
Mstep: Class 8 contains 16815 members 
Mstep: Class 9 contains 183960 members 
Mstep: Class 10 contains 6743 members 
Mstep: Class 11 contains 36671 members 
Mstep: Class 12 contains 8027 members 
Mstep: Class 13 contains 10166 members 
Mstep: Class 14 contains 8008 members 
Mstep: Class 15 contains 8319 members 
Mstep: Class 16 contains 7962 members 
Mstep: Class 17 contains 77340 members 
Mstep: Class 18 contains 5423 members 
Mstep: Class 19 contains 12900 members 
Mstep: Class 20 contains 3000 members 
Mstep: Class 21 contains 298161 members 
Mstep: Class 22 contains 43395 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 281452 members 
Mstep: Class 25 contains 16521 members 
Mstep: Class 26 contains 21371 members 
Mstep: Class 27 contains 18788 members 
Mstep: Class 28 contains 11484 members 
Mstep: Class 29 contains 5293 members 
Mstep: Class 30 contains 40073 members 
Mstep: Class 31 contains 2197 members 
Mstep: Class 32 contains 10488 members 
Mstep: Class 33 contains 8693 members 
Mstep: Class 34 contains 207508 members 
Mstep: Class 35 contains 173491 members 
Mstep: Class 36 contains 10218 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235408928.000000 Penalty: 136683.125000
Iteration 137Q: 39 clusters Score -2.354089e+08 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58623 members 
Mstep: Class 2 contains 156564 members 
Mstep: Class 3 contains 7403 members 
Mstep: Class 4 contains 179004 members 
Mstep: Class 5 contains 10139 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 30349 members 
Mstep: Class 8 contains 16839 members 
Mstep: Class 9 contains 184062 members 
Mstep: Class 10 contains 6745 members 
Mstep: Class 11 contains 36706 members 
Mstep: Class 12 contains 8038 members 
Mstep: Class 13 contains 10216 members 
Mstep: Class 14 contains 8005 members 
Mstep: Class 15 contains 8314 members 
Mstep: Class 16 contains 7978 members 
Mstep: Class 17 contains 77166 members 
Mstep: Class 18 contains 5423 members 
Mstep: Class 19 contains 12888 members 
Mstep: Class 20 contains 3001 members 
Mstep: Class 21 contains 297947 members 
Mstep: Class 22 contains 43317 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 281472 members 
Mstep: Class 25 contains 16513 members 
Mstep: Class 26 contains 21376 members 
Mstep: Class 27 contains 18711 members 
Mstep: Class 28 contains 11480 members 
Mstep: Class 29 contains 5295 members 
Mstep: Class 30 contains 40099 members 
Mstep: Class 31 contains 2196 members 
Mstep: Class 32 contains 10490 members 
Mstep: Class 33 contains 8680 members 
Mstep: Class 34 contains 207848 members 
Mstep: Class 35 contains 173434 members 
Mstep: Class 36 contains 10220 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235409008.000000 Penalty: 136683.125000
Iteration 138Q: 39 clusters Score -2.35409e+08 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58630 members 
Mstep: Class 2 contains 156560 members 
Mstep: Class 3 contains 7412 members 
Mstep: Class 4 contains 178944 members 
Mstep: Class 5 contains 10162 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 30363 members 
Mstep: Class 8 contains 16864 members 
Mstep: Class 9 contains 184153 members 
Mstep: Class 10 contains 6745 members 
Mstep: Class 11 contains 36751 members 
Mstep: Class 12 contains 8050 members 
Mstep: Class 13 contains 10256 members 
Mstep: Class 14 contains 8005 members 
Mstep: Class 15 contains 8314 members 
Mstep: Class 16 contains 7994 members 
Mstep: Class 17 contains 76987 members 
Mstep: Class 18 contains 5423 members 
Mstep: Class 19 contains 12869 members 
Mstep: Class 20 contains 2999 members 
Mstep: Class 21 contains 297773 members 
Mstep: Class 22 contains 43224 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 281512 members 
Mstep: Class 25 contains 16505 members 
Mstep: Class 26 contains 21379 members 
Mstep: Class 27 contains 18640 members 
Mstep: Class 28 contains 11477 members 
Mstep: Class 29 contains 5310 members 
Mstep: Class 30 contains 40115 members 
Mstep: Class 31 contains 2199 members 
Mstep: Class 32 contains 10490 members 
Mstep: Class 33 contains 8664 members 
Mstep: Class 34 contains 208192 members 
Mstep: Class 35 contains 173353 members 
Mstep: Class 36 contains 10219 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235409104.000000 Penalty: 136683.125000
Iteration 139Q: 39 clusters Score -2.354091e+08 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58632 members 
Mstep: Class 2 contains 156552 members 
Mstep: Class 3 contains 7416 members 
Mstep: Class 4 contains 178907 members 
Mstep: Class 5 contains 10180 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 30376 members 
Mstep: Class 8 contains 16908 members 
Mstep: Class 9 contains 184278 members 
Mstep: Class 10 contains 6739 members 
Mstep: Class 11 contains 36800 members 
Mstep: Class 12 contains 8054 members 
Mstep: Class 13 contains 10296 members 
Mstep: Class 14 contains 8006 members 
Mstep: Class 15 contains 8316 members 
Mstep: Class 16 contains 8011 members 
Mstep: Class 17 contains 76803 members 
Mstep: Class 18 contains 5423 members 
Mstep: Class 19 contains 12853 members 
Mstep: Class 20 contains 2997 members 
Mstep: Class 21 contains 297612 members 
Mstep: Class 22 contains 43102 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 281540 members 
Mstep: Class 25 contains 16498 members 
Mstep: Class 26 contains 21383 members 
Mstep: Class 27 contains 18553 members 
Mstep: Class 28 contains 11478 members 
Mstep: Class 29 contains 5335 members 
Mstep: Class 30 contains 40122 members 
Mstep: Class 31 contains 2203 members 
Mstep: Class 32 contains 10492 members 
Mstep: Class 33 contains 8652 members 
Mstep: Class 34 contains 208505 members 
Mstep: Class 35 contains 173284 members 
Mstep: Class 36 contains 10218 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235408768.000000 Penalty: 136683.125000
Iteration 140F: 39 clusters Score -2.354088e+08 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58634 members 
Mstep: Class 2 contains 156547 members 
Mstep: Class 3 contains 7410 members 
Mstep: Class 4 contains 178873 members 
Mstep: Class 5 contains 10205 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 30389 members 
Mstep: Class 8 contains 16949 members 
Mstep: Class 9 contains 184403 members 
Mstep: Class 10 contains 6739 members 
Mstep: Class 11 contains 36860 members 
Mstep: Class 12 contains 8062 members 
Mstep: Class 13 contains 10345 members 
Mstep: Class 14 contains 8007 members 
Mstep: Class 15 contains 8316 members 
Mstep: Class 16 contains 8025 members 
Mstep: Class 17 contains 76610 members 
Mstep: Class 18 contains 5423 members 
Mstep: Class 19 contains 12843 members 
Mstep: Class 20 contains 2990 members 
Mstep: Class 21 contains 297482 members 
Mstep: Class 22 contains 42986 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 281570 members 
Mstep: Class 25 contains 16480 members 
Mstep: Class 26 contains 21392 members 
Mstep: Class 27 contains 18465 members 
Mstep: Class 28 contains 11476 members 
Mstep: Class 29 contains 5375 members 
Mstep: Class 30 contains 40119 members 
Mstep: Class 31 contains 2208 members 
Mstep: Class 32 contains 10490 members 
Mstep: Class 33 contains 8641 members 
Mstep: Class 34 contains 208779 members 
Mstep: Class 35 contains 173206 members 
Mstep: Class 36 contains 10216 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235409120.000000 Penalty: 136683.125000
Iteration 141Q: 39 clusters Score -2.354091e+08 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58653 members 
Mstep: Class 2 contains 156538 members 
Mstep: Class 3 contains 7411 members 
Mstep: Class 4 contains 178822 members 
Mstep: Class 5 contains 10232 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 30417 members 
Mstep: Class 8 contains 17002 members 
Mstep: Class 9 contains 184526 members 
Mstep: Class 10 contains 6735 members 
Mstep: Class 11 contains 36930 members 
Mstep: Class 12 contains 8063 members 
Mstep: Class 13 contains 10376 members 
Mstep: Class 14 contains 8012 members 
Mstep: Class 15 contains 8310 members 
Mstep: Class 16 contains 8038 members 
Mstep: Class 17 contains 76432 members 
Mstep: Class 18 contains 5423 members 
Mstep: Class 19 contains 12834 members 
Mstep: Class 20 contains 2989 members 
Mstep: Class 21 contains 297388 members 
Mstep: Class 22 contains 42873 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 281583 members 
Mstep: Class 25 contains 16454 members 
Mstep: Class 26 contains 21403 members 
Mstep: Class 27 contains 18383 members 
Mstep: Class 28 contains 11473 members 
Mstep: Class 29 contains 5405 members 
Mstep: Class 30 contains 40109 members 
Mstep: Class 31 contains 2209 members 
Mstep: Class 32 contains 10492 members 
Mstep: Class 33 contains 8624 members 
Mstep: Class 34 contains 209019 members 
Mstep: Class 35 contains 173126 members 
Mstep: Class 36 contains 10222 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235409152.000000 Penalty: 136683.125000
Iteration 142Q: 39 clusters Score -2.354092e+08 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58666 members 
Mstep: Class 2 contains 156528 members 
Mstep: Class 3 contains 7415 members 
Mstep: Class 4 contains 178764 members 
Mstep: Class 5 contains 10251 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 30449 members 
Mstep: Class 8 contains 17051 members 
Mstep: Class 9 contains 184677 members 
Mstep: Class 10 contains 6738 members 
Mstep: Class 11 contains 37005 members 
Mstep: Class 12 contains 8073 members 
Mstep: Class 13 contains 10416 members 
Mstep: Class 14 contains 8008 members 
Mstep: Class 15 contains 8304 members 
Mstep: Class 16 contains 8055 members 
Mstep: Class 17 contains 76248 members 
Mstep: Class 18 contains 5423 members 
Mstep: Class 19 contains 12826 members 
Mstep: Class 20 contains 2986 members 
Mstep: Class 21 contains 297284 members 
Mstep: Class 22 contains 42773 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 281609 members 
Mstep: Class 25 contains 16430 members 
Mstep: Class 26 contains 21415 members 
Mstep: Class 27 contains 18305 members 
Mstep: Class 28 contains 11462 members 
Mstep: Class 29 contains 5451 members 
Mstep: Class 30 contains 40106 members 
Mstep: Class 31 contains 2212 members 
Mstep: Class 32 contains 10495 members 
Mstep: Class 33 contains 8604 members 
Mstep: Class 34 contains 209212 members 
Mstep: Class 35 contains 173038 members 
Mstep: Class 36 contains 10224 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235409744.000000 Penalty: 136683.125000
Iteration 143Q: 39 clusters Score -2.354097e+08 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58672 members 
Mstep: Class 2 contains 156515 members 
Mstep: Class 3 contains 7414 members 
Mstep: Class 4 contains 178723 members 
Mstep: Class 5 contains 10271 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 30472 members 
Mstep: Class 8 contains 17097 members 
Mstep: Class 9 contains 184816 members 
Mstep: Class 10 contains 6740 members 
Mstep: Class 11 contains 37069 members 
Mstep: Class 12 contains 8088 members 
Mstep: Class 13 contains 10435 members 
Mstep: Class 14 contains 8007 members 
Mstep: Class 15 contains 8304 members 
Mstep: Class 16 contains 8064 members 
Mstep: Class 17 contains 76052 members 
Mstep: Class 18 contains 5423 members 
Mstep: Class 19 contains 12806 members 
Mstep: Class 20 contains 2984 members 
Mstep: Class 21 contains 297215 members 
Mstep: Class 22 contains 42692 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 281623 members 
Mstep: Class 25 contains 16405 members 
Mstep: Class 26 contains 21426 members 
Mstep: Class 27 contains 18228 members 
Mstep: Class 28 contains 11457 members 
Mstep: Class 29 contains 5476 members 
Mstep: Class 30 contains 40116 members 
Mstep: Class 31 contains 2212 members 
Mstep: Class 32 contains 10496 members 
Mstep: Class 33 contains 8595 members 
Mstep: Class 34 contains 209403 members 
Mstep: Class 35 contains 172971 members 
Mstep: Class 36 contains 10229 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235410080.000000 Penalty: 136683.125000
Iteration 144Q: 39 clusters Score -2.354101e+08 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58694 members 
Mstep: Class 2 contains 156506 members 
Mstep: Class 3 contains 7407 members 
Mstep: Class 4 contains 178667 members 
Mstep: Class 5 contains 10292 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 30500 members 
Mstep: Class 8 contains 17137 members 
Mstep: Class 9 contains 184943 members 
Mstep: Class 10 contains 6744 members 
Mstep: Class 11 contains 37123 members 
Mstep: Class 12 contains 8095 members 
Mstep: Class 13 contains 10460 members 
Mstep: Class 14 contains 8006 members 
Mstep: Class 15 contains 8307 members 
Mstep: Class 16 contains 8089 members 
Mstep: Class 17 contains 75869 members 
Mstep: Class 18 contains 5423 members 
Mstep: Class 19 contains 12798 members 
Mstep: Class 20 contains 2985 members 
Mstep: Class 21 contains 297137 members 
Mstep: Class 22 contains 42614 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 281606 members 
Mstep: Class 25 contains 16393 members 
Mstep: Class 26 contains 21433 members 
Mstep: Class 27 contains 18147 members 
Mstep: Class 28 contains 11448 members 
Mstep: Class 29 contains 5499 members 
Mstep: Class 30 contains 40119 members 
Mstep: Class 31 contains 2215 members 
Mstep: Class 32 contains 10500 members 
Mstep: Class 33 contains 8580 members 
Mstep: Class 34 contains 209596 members 
Mstep: Class 35 contains 172920 members 
Mstep: Class 36 contains 10236 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235409632.000000 Penalty: 136683.125000
Iteration 145Q: 39 clusters Score -2.354096e+08 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58701 members 
Mstep: Class 2 contains 156491 members 
Mstep: Class 3 contains 7405 members 
Mstep: Class 4 contains 178671 members 
Mstep: Class 5 contains 10324 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 30537 members 
Mstep: Class 8 contains 17191 members 
Mstep: Class 9 contains 185079 members 
Mstep: Class 10 contains 6744 members 
Mstep: Class 11 contains 37190 members 
Mstep: Class 12 contains 8115 members 
Mstep: Class 13 contains 10475 members 
Mstep: Class 14 contains 8000 members 
Mstep: Class 15 contains 8311 members 
Mstep: Class 16 contains 8099 members 
Mstep: Class 17 contains 75682 members 
Mstep: Class 18 contains 5423 members 
Mstep: Class 19 contains 12782 members 
Mstep: Class 20 contains 2984 members 
Mstep: Class 21 contains 297025 members 
Mstep: Class 22 contains 42515 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 281588 members 
Mstep: Class 25 contains 16373 members 
Mstep: Class 26 contains 21438 members 
Mstep: Class 27 contains 18050 members 
Mstep: Class 28 contains 11442 members 
Mstep: Class 29 contains 5532 members 
Mstep: Class 30 contains 40112 members 
Mstep: Class 31 contains 2212 members 
Mstep: Class 32 contains 10499 members 
Mstep: Class 33 contains 8574 members 
Mstep: Class 34 contains 209817 members 
Mstep: Class 35 contains 172862 members 
Mstep: Class 36 contains 10240 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235409808.000000 Penalty: 136683.125000
Iteration 146Q: 39 clusters Score -2.354098e+08 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58693 members 
Mstep: Class 2 contains 156464 members 
Mstep: Class 3 contains 7402 members 
Mstep: Class 4 contains 178646 members 
Mstep: Class 5 contains 10343 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 30566 members 
Mstep: Class 8 contains 17270 members 
Mstep: Class 9 contains 185215 members 
Mstep: Class 10 contains 6739 members 
Mstep: Class 11 contains 37289 members 
Mstep: Class 12 contains 8132 members 
Mstep: Class 13 contains 10496 members 
Mstep: Class 14 contains 7995 members 
Mstep: Class 15 contains 8311 members 
Mstep: Class 16 contains 8105 members 
Mstep: Class 17 contains 75465 members 
Mstep: Class 18 contains 5423 members 
Mstep: Class 19 contains 12766 members 
Mstep: Class 20 contains 2985 members 
Mstep: Class 21 contains 296919 members 
Mstep: Class 22 contains 42444 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 281598 members 
Mstep: Class 25 contains 16352 members 
Mstep: Class 26 contains 21446 members 
Mstep: Class 27 contains 17965 members 
Mstep: Class 28 contains 11437 members 
Mstep: Class 29 contains 5551 members 
Mstep: Class 30 contains 40114 members 
Mstep: Class 31 contains 2210 members 
Mstep: Class 32 contains 10501 members 
Mstep: Class 33 contains 8568 members 
Mstep: Class 34 contains 210028 members 
Mstep: Class 35 contains 172791 members 
Mstep: Class 36 contains 10248 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235410672.000000 Penalty: 136683.125000
Iteration 147Q: 39 clusters Score -2.354107e+08 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58698 members 
Mstep: Class 2 contains 156444 members 
Mstep: Class 3 contains 7401 members 
Mstep: Class 4 contains 178655 members 
Mstep: Class 5 contains 10350 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 30585 members 
Mstep: Class 8 contains 17339 members 
Mstep: Class 9 contains 185309 members 
Mstep: Class 10 contains 6733 members 
Mstep: Class 11 contains 37367 members 
Mstep: Class 12 contains 8148 members 
Mstep: Class 13 contains 10504 members 
Mstep: Class 14 contains 7993 members 
Mstep: Class 15 contains 8308 members 
Mstep: Class 16 contains 8126 members 
Mstep: Class 17 contains 75209 members 
Mstep: Class 18 contains 5423 members 
Mstep: Class 19 contains 12755 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 296774 members 
Mstep: Class 22 contains 42389 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 281622 members 
Mstep: Class 25 contains 16347 members 
Mstep: Class 26 contains 21449 members 
Mstep: Class 27 contains 17890 members 
Mstep: Class 28 contains 11435 members 
Mstep: Class 29 contains 5562 members 
Mstep: Class 30 contains 40107 members 
Mstep: Class 31 contains 2209 members 
Mstep: Class 32 contains 10506 members 
Mstep: Class 33 contains 8557 members 
Mstep: Class 34 contains 210325 members 
Mstep: Class 35 contains 172716 members 
Mstep: Class 36 contains 10256 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235410240.000000 Penalty: 136683.125000
Iteration 148Q: 39 clusters Score -2.354102e+08 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58702 members 
Mstep: Class 2 contains 156435 members 
Mstep: Class 3 contains 7394 members 
Mstep: Class 4 contains 178658 members 
Mstep: Class 5 contains 10367 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 30596 members 
Mstep: Class 8 contains 17399 members 
Mstep: Class 9 contains 185401 members 
Mstep: Class 10 contains 6733 members 
Mstep: Class 11 contains 37447 members 
Mstep: Class 12 contains 8149 members 
Mstep: Class 13 contains 10515 members 
Mstep: Class 14 contains 7994 members 
Mstep: Class 15 contains 8307 members 
Mstep: Class 16 contains 8133 members 
Mstep: Class 17 contains 74988 members 
Mstep: Class 18 contains 5421 members 
Mstep: Class 19 contains 12744 members 
Mstep: Class 20 contains 2988 members 
Mstep: Class 21 contains 296665 members 
Mstep: Class 22 contains 42293 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 281638 members 
Mstep: Class 25 contains 16344 members 
Mstep: Class 26 contains 21457 members 
Mstep: Class 27 contains 17825 members 
Mstep: Class 28 contains 11438 members 
Mstep: Class 29 contains 5584 members 
Mstep: Class 30 contains 40118 members 
Mstep: Class 31 contains 2212 members 
Mstep: Class 32 contains 10506 members 
Mstep: Class 33 contains 8534 members 
Mstep: Class 34 contains 210589 members 
Mstep: Class 35 contains 172637 members 
Mstep: Class 36 contains 10258 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235410048.000000 Penalty: 136683.125000
Iteration 149Q: 39 clusters Score -2.3541e+08 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58707 members 
Mstep: Class 2 contains 156423 members 
Mstep: Class 3 contains 7390 members 
Mstep: Class 4 contains 178657 members 
Mstep: Class 5 contains 10391 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 30619 members 
Mstep: Class 8 contains 17467 members 
Mstep: Class 9 contains 185487 members 
Mstep: Class 10 contains 6735 members 
Mstep: Class 11 contains 37507 members 
Mstep: Class 12 contains 8156 members 
Mstep: Class 13 contains 10515 members 
Mstep: Class 14 contains 7994 members 
Mstep: Class 15 contains 8305 members 
Mstep: Class 16 contains 8145 members 
Mstep: Class 17 contains 74764 members 
Mstep: Class 18 contains 5421 members 
Mstep: Class 19 contains 12726 members 
Mstep: Class 20 contains 2989 members 
Mstep: Class 21 contains 296549 members 
Mstep: Class 22 contains 42188 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 281683 members 
Mstep: Class 25 contains 16340 members 
Mstep: Class 26 contains 21462 members 
Mstep: Class 27 contains 17752 members 
Mstep: Class 28 contains 11443 members 
Mstep: Class 29 contains 5605 members 
Mstep: Class 30 contains 40099 members 
Mstep: Class 31 contains 2214 members 
Mstep: Class 32 contains 10505 members 
Mstep: Class 33 contains 8522 members 
Mstep: Class 34 contains 210864 members 
Mstep: Class 35 contains 172571 members 
Mstep: Class 36 contains 10265 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235410032.000000 Penalty: 136683.125000
Iteration 150Q: 39 clusters Score -2.3541e+08 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58704 members 
Mstep: Class 2 contains 156423 members 
Mstep: Class 3 contains 7386 members 
Mstep: Class 4 contains 178631 members 
Mstep: Class 5 contains 10413 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 30655 members 
Mstep: Class 8 contains 17526 members 
Mstep: Class 9 contains 185582 members 
Mstep: Class 10 contains 6728 members 
Mstep: Class 11 contains 37597 members 
Mstep: Class 12 contains 8165 members 
Mstep: Class 13 contains 10512 members 
Mstep: Class 14 contains 7994 members 
Mstep: Class 15 contains 8305 members 
Mstep: Class 16 contains 8157 members 
Mstep: Class 17 contains 74537 members 
Mstep: Class 18 contains 5420 members 
Mstep: Class 19 contains 12712 members 
Mstep: Class 20 contains 2992 members 
Mstep: Class 21 contains 296344 members 
Mstep: Class 22 contains 42087 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 281739 members 
Mstep: Class 25 contains 16333 members 
Mstep: Class 26 contains 21466 members 
Mstep: Class 27 contains 17699 members 
Mstep: Class 28 contains 11436 members 
Mstep: Class 29 contains 5627 members 
Mstep: Class 30 contains 40080 members 
Mstep: Class 31 contains 2221 members 
Mstep: Class 32 contains 10502 members 
Mstep: Class 33 contains 8502 members 
Mstep: Class 34 contains 211215 members 
Mstep: Class 35 contains 172511 members 
Mstep: Class 36 contains 10266 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235410400.000000 Penalty: 136683.125000
Iteration 151Q: 39 clusters Score -2.354104e+08 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58710 members 
Mstep: Class 2 contains 156428 members 
Mstep: Class 3 contains 7386 members 
Mstep: Class 4 contains 178608 members 
Mstep: Class 5 contains 10440 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 30691 members 
Mstep: Class 8 contains 17583 members 
Mstep: Class 9 contains 185678 members 
Mstep: Class 10 contains 6724 members 
Mstep: Class 11 contains 37688 members 
Mstep: Class 12 contains 8172 members 
Mstep: Class 13 contains 10515 members 
Mstep: Class 14 contains 7993 members 
Mstep: Class 15 contains 8305 members 
Mstep: Class 16 contains 8168 members 
Mstep: Class 17 contains 74333 members 
Mstep: Class 18 contains 5419 members 
Mstep: Class 19 contains 12693 members 
Mstep: Class 20 contains 2989 members 
Mstep: Class 21 contains 296119 members 
Mstep: Class 22 contains 42004 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 281754 members 
Mstep: Class 25 contains 16319 members 
Mstep: Class 26 contains 21469 members 
Mstep: Class 27 contains 17655 members 
Mstep: Class 28 contains 11435 members 
Mstep: Class 29 contains 5639 members 
Mstep: Class 30 contains 40085 members 
Mstep: Class 31 contains 2221 members 
Mstep: Class 32 contains 10502 members 
Mstep: Class 33 contains 8492 members 
Mstep: Class 34 contains 211534 members 
Mstep: Class 35 contains 172448 members 
Mstep: Class 36 contains 10270 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235410624.000000 Penalty: 136683.125000
Iteration 152Q: 39 clusters Score -2.354106e+08 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58719 members 
Mstep: Class 2 contains 156420 members 
Mstep: Class 3 contains 7388 members 
Mstep: Class 4 contains 178593 members 
Mstep: Class 5 contains 10464 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 30720 members 
Mstep: Class 8 contains 17636 members 
Mstep: Class 9 contains 185776 members 
Mstep: Class 10 contains 6718 members 
Mstep: Class 11 contains 37787 members 
Mstep: Class 12 contains 8184 members 
Mstep: Class 13 contains 10517 members 
Mstep: Class 14 contains 7990 members 
Mstep: Class 15 contains 8309 members 
Mstep: Class 16 contains 8186 members 
Mstep: Class 17 contains 74136 members 
Mstep: Class 18 contains 5416 members 
Mstep: Class 19 contains 12672 members 
Mstep: Class 20 contains 2991 members 
Mstep: Class 21 contains 295918 members 
Mstep: Class 22 contains 41926 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 281768 members 
Mstep: Class 25 contains 16316 members 
Mstep: Class 26 contains 21471 members 
Mstep: Class 27 contains 17596 members 
Mstep: Class 28 contains 11438 members 
Mstep: Class 29 contains 5660 members 
Mstep: Class 30 contains 40070 members 
Mstep: Class 31 contains 2219 members 
Mstep: Class 32 contains 10504 members 
Mstep: Class 33 contains 8481 members 
Mstep: Class 34 contains 211834 members 
Mstep: Class 35 contains 172372 members 
Mstep: Class 36 contains 10272 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235410208.000000 Penalty: 136683.125000
Iteration 153Q: 39 clusters Score -2.354102e+08 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58723 members 
Mstep: Class 2 contains 156411 members 
Mstep: Class 3 contains 7388 members 
Mstep: Class 4 contains 178584 members 
Mstep: Class 5 contains 10480 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 30744 members 
Mstep: Class 8 contains 17694 members 
Mstep: Class 9 contains 185863 members 
Mstep: Class 10 contains 6709 members 
Mstep: Class 11 contains 37878 members 
Mstep: Class 12 contains 8199 members 
Mstep: Class 13 contains 10522 members 
Mstep: Class 14 contains 7991 members 
Mstep: Class 15 contains 8308 members 
Mstep: Class 16 contains 8199 members 
Mstep: Class 17 contains 73961 members 
Mstep: Class 18 contains 5415 members 
Mstep: Class 19 contains 12654 members 
Mstep: Class 20 contains 2988 members 
Mstep: Class 21 contains 295718 members 
Mstep: Class 22 contains 41867 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 281792 members 
Mstep: Class 25 contains 16312 members 
Mstep: Class 26 contains 21472 members 
Mstep: Class 27 contains 17538 members 
Mstep: Class 28 contains 11439 members 
Mstep: Class 29 contains 5681 members 
Mstep: Class 30 contains 40049 members 
Mstep: Class 31 contains 2218 members 
Mstep: Class 32 contains 10502 members 
Mstep: Class 33 contains 8470 members 
Mstep: Class 34 contains 212110 members 
Mstep: Class 35 contains 172309 members 
Mstep: Class 36 contains 10271 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235409632.000000 Penalty: 136683.125000
Iteration 154Q: 39 clusters Score -2.354096e+08 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58729 members 
Mstep: Class 2 contains 156404 members 
Mstep: Class 3 contains 7390 members 
Mstep: Class 4 contains 178603 members 
Mstep: Class 5 contains 10503 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 30768 members 
Mstep: Class 8 contains 17764 members 
Mstep: Class 9 contains 185950 members 
Mstep: Class 10 contains 6702 members 
Mstep: Class 11 contains 37944 members 
Mstep: Class 12 contains 8216 members 
Mstep: Class 13 contains 10525 members 
Mstep: Class 14 contains 7992 members 
Mstep: Class 15 contains 8312 members 
Mstep: Class 16 contains 8205 members 
Mstep: Class 17 contains 73799 members 
Mstep: Class 18 contains 5415 members 
Mstep: Class 19 contains 12639 members 
Mstep: Class 20 contains 2982 members 
Mstep: Class 21 contains 295520 members 
Mstep: Class 22 contains 41812 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 281836 members 
Mstep: Class 25 contains 16301 members 
Mstep: Class 26 contains 21474 members 
Mstep: Class 27 contains 17491 members 
Mstep: Class 28 contains 11435 members 
Mstep: Class 29 contains 5709 members 
Mstep: Class 30 contains 40014 members 
Mstep: Class 31 contains 2216 members 
Mstep: Class 32 contains 10502 members 
Mstep: Class 33 contains 8462 members 
Mstep: Class 34 contains 212336 members 
Mstep: Class 35 contains 172238 members 
Mstep: Class 36 contains 10273 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235409504.000000 Penalty: 136683.125000
Iteration 155Q: 39 clusters Score -2.354095e+08 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58729 members 
Mstep: Class 2 contains 156397 members 
Mstep: Class 3 contains 7387 members 
Mstep: Class 4 contains 178653 members 
Mstep: Class 5 contains 10525 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 30801 members 
Mstep: Class 8 contains 17845 members 
Mstep: Class 9 contains 186029 members 
Mstep: Class 10 contains 6698 members 
Mstep: Class 11 contains 38009 members 
Mstep: Class 12 contains 8221 members 
Mstep: Class 13 contains 10527 members 
Mstep: Class 14 contains 7991 members 
Mstep: Class 15 contains 8312 members 
Mstep: Class 16 contains 8212 members 
Mstep: Class 17 contains 73642 members 
Mstep: Class 18 contains 5419 members 
Mstep: Class 19 contains 12626 members 
Mstep: Class 20 contains 2986 members 
Mstep: Class 21 contains 295252 members 
Mstep: Class 22 contains 41739 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 281869 members 
Mstep: Class 25 contains 16293 members 
Mstep: Class 26 contains 21475 members 
Mstep: Class 27 contains 17448 members 
Mstep: Class 28 contains 11429 members 
Mstep: Class 29 contains 5730 members 
Mstep: Class 30 contains 39996 members 
Mstep: Class 31 contains 2214 members 
Mstep: Class 32 contains 10501 members 
Mstep: Class 33 contains 8447 members 
Mstep: Class 34 contains 212599 members 
Mstep: Class 35 contains 172179 members 
Mstep: Class 36 contains 10276 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235409952.000000 Penalty: 136683.125000
Iteration 156Q: 39 clusters Score -2.3541e+08 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58731 members 
Mstep: Class 2 contains 156399 members 
Mstep: Class 3 contains 7389 members 
Mstep: Class 4 contains 178685 members 
Mstep: Class 5 contains 10537 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 30825 members 
Mstep: Class 8 contains 17929 members 
Mstep: Class 9 contains 186092 members 
Mstep: Class 10 contains 6688 members 
Mstep: Class 11 contains 38066 members 
Mstep: Class 12 contains 8222 members 
Mstep: Class 13 contains 10534 members 
Mstep: Class 14 contains 7992 members 
Mstep: Class 15 contains 8312 members 
Mstep: Class 16 contains 8224 members 
Mstep: Class 17 contains 73495 members 
Mstep: Class 18 contains 5420 members 
Mstep: Class 19 contains 12618 members 
Mstep: Class 20 contains 2988 members 
Mstep: Class 21 contains 294991 members 
Mstep: Class 22 contains 41659 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 281888 members 
Mstep: Class 25 contains 16287 members 
Mstep: Class 26 contains 21476 members 
Mstep: Class 27 contains 17399 members 
Mstep: Class 28 contains 11430 members 
Mstep: Class 29 contains 5754 members 
Mstep: Class 30 contains 39984 members 
Mstep: Class 31 contains 2215 members 
Mstep: Class 32 contains 10500 members 
Mstep: Class 33 contains 8430 members 
Mstep: Class 34 contains 212903 members 
Mstep: Class 35 contains 172117 members 
Mstep: Class 36 contains 10278 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235409600.000000 Penalty: 136683.125000
Iteration 157Q: 39 clusters Score -2.354096e+08 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58735 members 
Mstep: Class 2 contains 156389 members 
Mstep: Class 3 contains 7390 members 
Mstep: Class 4 contains 178701 members 
Mstep: Class 5 contains 10551 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 30854 members 
Mstep: Class 8 contains 18044 members 
Mstep: Class 9 contains 186153 members 
Mstep: Class 10 contains 6680 members 
Mstep: Class 11 contains 38126 members 
Mstep: Class 12 contains 8230 members 
Mstep: Class 13 contains 10540 members 
Mstep: Class 14 contains 7993 members 
Mstep: Class 15 contains 8316 members 
Mstep: Class 16 contains 8229 members 
Mstep: Class 17 contains 73345 members 
Mstep: Class 18 contains 5422 members 
Mstep: Class 19 contains 12605 members 
Mstep: Class 20 contains 2987 members 
Mstep: Class 21 contains 294778 members 
Mstep: Class 22 contains 41593 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 281914 members 
Mstep: Class 25 contains 16278 members 
Mstep: Class 26 contains 21481 members 
Mstep: Class 27 contains 17354 members 
Mstep: Class 28 contains 11426 members 
Mstep: Class 29 contains 5774 members 
Mstep: Class 30 contains 39965 members 
Mstep: Class 31 contains 2220 members 
Mstep: Class 32 contains 10498 members 
Mstep: Class 33 contains 8412 members 
Mstep: Class 34 contains 213145 members 
Mstep: Class 35 contains 172060 members 
Mstep: Class 36 contains 10279 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235410288.000000 Penalty: 136683.125000
Iteration 158Q: 39 clusters Score -2.354103e+08 nChanged 2612
Entering ConstructFrom: 
Score: -235410288.000000 Penalty: 136683.125000
Entering ConstructFrom: 
Trying to split cluster 1 (58748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58748 members 
Entering Unmasked Estep 
Score: -7168133.500000 Penalty: 2723.291016
	Iteration 0F: 2 clusters Score -7168134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29416 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -7128902.500000 Penalty: 5446.582031
	Iteration 0F: 3 clusters Score -7128902 nChanged 27176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29700 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -7143877.000000 Penalty: 5446.582031
	Iteration 1F: 3 clusters Score -7143877 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 28817 members 
Entering Unmasked Estep 
Score: -7144495.500000 Penalty: 5446.582031
	Iteration 2Q: 3 clusters Score -7144496 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30250 members 
Mstep: Class 2 contains 28498 members 
Entering Unmasked Estep 
Score: -7145176.000000 Penalty: 5446.582031
	Iteration 3Q: 3 clusters Score -7145176 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30767 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -7146001.000000 Penalty: 5446.582031
	Iteration 4Q: 3 clusters Score -7146001 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31539 members 
Mstep: Class 2 contains 27209 members 
Entering Unmasked Estep 
Score: -7147040.500000 Penalty: 5446.582031
	Iteration 5Q: 3 clusters Score -7147040 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -7148204.000000 Penalty: 5446.582031
	Iteration 6Q: 3 clusters Score -7148204 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34050 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -7149626.000000 Penalty: 5446.582031
	Iteration 7F: 3 clusters Score -7149626 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -7151116.500000 Penalty: 5446.582031
	Iteration 8F: 3 clusters Score -7151116 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -7152867.000000 Penalty: 5446.582031
	Iteration 9F: 3 clusters Score -7152867 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39138 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -7154549.500000 Penalty: 5446.582031
	Iteration 10Q: 3 clusters Score -7154550 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40772 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -7156293.500000 Penalty: 5446.582031
	Iteration 11Q: 3 clusters Score -7156294 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42214 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -7157744.500000 Penalty: 5446.582031
	Iteration 12Q: 3 clusters Score -7157744 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43440 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -7158694.500000 Penalty: 5446.582031
	Iteration 13Q: 3 clusters Score -7158694 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44569 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -7159414.500000 Penalty: 5446.582031
	Iteration 14Q: 3 clusters Score -7159414 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45686 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -7160048.500000 Penalty: 5446.582031
	Iteration 15Q: 3 clusters Score -7160048 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46713 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -7160510.000000 Penalty: 5446.582031
	Iteration 16Q: 3 clusters Score -7160510 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47697 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -7160889.500000 Penalty: 5446.582031
	Iteration 17Q: 3 clusters Score -7160890 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48657 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -7161296.500000 Penalty: 5446.582031
	Iteration 18Q: 3 clusters Score -7161296 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49594 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -7161718.000000 Penalty: 5446.582031
	Iteration 19Q: 3 clusters Score -7161718 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50542 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -7162124.500000 Penalty: 5446.582031
	Iteration 20F: 3 clusters Score -7162124 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51463 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -7162617.500000 Penalty: 5446.582031
	Iteration 21Q: 3 clusters Score -7162618 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52366 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -7163088.500000 Penalty: 5446.582031
	Iteration 22Q: 3 clusters Score -7163088 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53190 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -7163503.000000 Penalty: 5446.582031
	Iteration 23Q: 3 clusters Score -7163503 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53908 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -7163875.000000 Penalty: 5446.582031
	Iteration 24Q: 3 clusters Score -7163875 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54547 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -7164227.500000 Penalty: 5446.582031
	Iteration 25Q: 3 clusters Score -7164228 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55099 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -7164536.500000 Penalty: 5446.582031
	Iteration 26Q: 3 clusters Score -7164536 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55562 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -7164809.000000 Penalty: 5446.582031
	Iteration 27Q: 3 clusters Score -7164809 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55964 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -7165043.500000 Penalty: 5446.582031
	Iteration 28Q: 3 clusters Score -7165044 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56265 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -7165166.000000 Penalty: 5446.582031
	Iteration 29Q: 3 clusters Score -7165166 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56504 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -7165288.000000 Penalty: 5446.582031
	Iteration 30Q: 3 clusters Score -7165288 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56685 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -7165379.500000 Penalty: 5446.582031
	Iteration 31Q: 3 clusters Score -7165380 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56839 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -7165456.000000 Penalty: 5446.582031
	Iteration 32Q: 3 clusters Score -7165456 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56968 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -7165533.500000 Penalty: 5446.582031
	Iteration 33Q: 3 clusters Score -7165534 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57077 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -7165600.500000 Penalty: 5446.582031
	Iteration 34Q: 3 clusters Score -7165600 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57164 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -7165629.000000 Penalty: 5446.582031
	Iteration 35Q: 3 clusters Score -7165629 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57221 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -7165664.000000 Penalty: 5446.582031
	Iteration 36Q: 3 clusters Score -7165664 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57286 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -7165710.000000 Penalty: 5446.582031
	Iteration 37Q: 3 clusters Score -7165710 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57341 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -7165733.000000 Penalty: 5446.582031
	Iteration 38Q: 3 clusters Score -7165733 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57388 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -7165761.500000 Penalty: 5446.582031
	Iteration 39Q: 3 clusters Score -7165762 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57427 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -7165766.500000 Penalty: 5446.582031
	Iteration 40F: 3 clusters Score -7165766 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57467 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -7165772.500000 Penalty: 5446.582031
	Iteration 41Q: 3 clusters Score -7165772 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57493 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -7165798.000000 Penalty: 5446.582031
	Iteration 42Q: 3 clusters Score -7165798 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57520 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -7165817.500000 Penalty: 5446.582031
	Iteration 43Q: 3 clusters Score -7165818 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57538 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -7165824.000000 Penalty: 5446.582031
	Iteration 44Q: 3 clusters Score -7165824 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57553 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -7165822.000000 Penalty: 5446.582031
	Iteration 45Q: 3 clusters Score -7165822 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57572 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -7165825.000000 Penalty: 5446.582031
	Iteration 46Q: 3 clusters Score -7165825 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57591 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -7165837.500000 Penalty: 5446.582031
	Iteration 47Q: 3 clusters Score -7165838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57604 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -7165845.500000 Penalty: 5446.582031
	Iteration 48Q: 3 clusters Score -7165846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57613 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -7165858.500000 Penalty: 5446.582031
	Iteration 49Q: 3 clusters Score -7165858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57624 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -7165865.000000 Penalty: 5446.582031
	Iteration 50Q: 3 clusters Score -7165865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57633 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -7165884.000000 Penalty: 5446.582031
	Iteration 51Q: 3 clusters Score -7165884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57642 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -7165883.500000 Penalty: 5446.582031
	Iteration 52Q: 3 clusters Score -7165884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57650 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -7165885.500000 Penalty: 5446.582031
	Iteration 53Q: 3 clusters Score -7165886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57660 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -7165881.000000 Penalty: 5446.582031
	Iteration 54Q: 3 clusters Score -7165881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57670 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -7165898.500000 Penalty: 5446.582031
	Iteration 55Q: 3 clusters Score -7165898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57678 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -7165901.000000 Penalty: 5446.582031
	Iteration 56Q: 3 clusters Score -7165901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57686 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -7165910.000000 Penalty: 5446.582031
	Iteration 57Q: 3 clusters Score -7165910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57695 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -7165907.000000 Penalty: 5446.582031
	Iteration 58Q: 3 clusters Score -7165907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57701 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -7165916.500000 Penalty: 5446.582031
	Iteration 59Q: 3 clusters Score -7165916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57705 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -7165921.000000 Penalty: 5446.582031
	Iteration 60F: 3 clusters Score -7165921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57708 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -7165922.500000 Penalty: 5446.582031
	Iteration 61Q: 3 clusters Score -7165922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57709 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -7165917.500000 Penalty: 5446.582031
	Iteration 62Q: 3 clusters Score -7165918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57711 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -7165925.500000 Penalty: 5446.582031
	Iteration 63Q: 3 clusters Score -7165926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57714 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -7165926.000000 Penalty: 5446.582031
	Iteration 64Q: 3 clusters Score -7165926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57717 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -7165924.500000 Penalty: 5446.582031
	Iteration 65Q: 3 clusters Score -7165924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57717 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -7165924.500000 Penalty: 5446.582031
	Iteration 66Q: 3 clusters Score -7165924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57719 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -7165933.000000 Penalty: 5446.582031
	Iteration 67Q: 3 clusters Score -7165933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57725 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -7165928.500000 Penalty: 5446.582031
	Iteration 68Q: 3 clusters Score -7165928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57732 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -7165934.500000 Penalty: 5446.582031
	Iteration 69Q: 3 clusters Score -7165934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57737 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -7165932.500000 Penalty: 5446.582031
	Iteration 70Q: 3 clusters Score -7165932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57741 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -7165930.500000 Penalty: 5446.582031
	Iteration 71Q: 3 clusters Score -7165930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57748 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -7165926.500000 Penalty: 5446.582031
	Iteration 72Q: 3 clusters Score -7165926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57757 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -7165940.000000 Penalty: 5446.582031
	Iteration 73Q: 3 clusters Score -7165940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57762 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -7165951.000000 Penalty: 5446.582031
	Iteration 74Q: 3 clusters Score -7165951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57769 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -7165956.000000 Penalty: 5446.582031
	Iteration 75Q: 3 clusters Score -7165956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57778 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -7165953.000000 Penalty: 5446.582031
	Iteration 76Q: 3 clusters Score -7165953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57789 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -7165951.000000 Penalty: 5446.582031
	Iteration 77Q: 3 clusters Score -7165951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57792 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -7165949.000000 Penalty: 5446.582031
	Iteration 78Q: 3 clusters Score -7165949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57796 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -7165953.000000 Penalty: 5446.582031
	Iteration 79Q: 3 clusters Score -7165953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57800 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -7165950.000000 Penalty: 5446.582031
	Iteration 80F: 3 clusters Score -7165950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57803 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -7165953.000000 Penalty: 5446.582031
	Iteration 81Q: 3 clusters Score -7165953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57806 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -7165951.000000 Penalty: 5446.582031
	Iteration 82Q: 3 clusters Score -7165951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57809 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -7165954.000000 Penalty: 5446.582031
	Iteration 83Q: 3 clusters Score -7165954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57810 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -7165957.000000 Penalty: 5446.582031
	Iteration 84Q: 3 clusters Score -7165957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57810 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -7165958.000000 Penalty: 5446.582031
	Iteration 85Q: 3 clusters Score -7165958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57810 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -7165958.000000 Penalty: 5446.582031
	Iteration 86F: 3 clusters Score -7165958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (156390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156390 members 
Entering Unmasked Estep 
Score: -19078656.000000 Penalty: 2966.106689
	Iteration 0F: 2 clusters Score -1.907866e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78290 members 
Mstep: Class 2 contains 78100 members 
Entering Unmasked Estep 
Score: -18973898.000000 Penalty: 5932.213379
	Iteration 0F: 3 clusters Score -1.89739e+07 nChanged 74782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78766 members 
Mstep: Class 2 contains 77624 members 
Entering Unmasked Estep 
Score: -19017206.000000 Penalty: 5932.213379
	Iteration 1F: 3 clusters Score -1.901721e+07 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79320 members 
Mstep: Class 2 contains 77070 members 
Entering Unmasked Estep 
Score: -19018194.000000 Penalty: 5932.213379
	Iteration 2Q: 3 clusters Score -1.901819e+07 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80140 members 
Mstep: Class 2 contains 76250 members 
Entering Unmasked Estep 
Score: -19019260.000000 Penalty: 5932.213379
	Iteration 3Q: 3 clusters Score -1.901926e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81355 members 
Mstep: Class 2 contains 75035 members 
Entering Unmasked Estep 
Score: -19020330.000000 Penalty: 5932.213379
	Iteration 4Q: 3 clusters Score -1.902033e+07 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83179 members 
Mstep: Class 2 contains 73211 members 
Entering Unmasked Estep 
Score: -19021840.000000 Penalty: 5932.213379
	Iteration 5Q: 3 clusters Score -1.902184e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85970 members 
Mstep: Class 2 contains 70420 members 
Entering Unmasked Estep 
Score: -19023712.000000 Penalty: 5932.213379
	Iteration 6Q: 3 clusters Score -1.902371e+07 nChanged 6267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90063 members 
Mstep: Class 2 contains 66327 members 
Entering Unmasked Estep 
Score: -19026200.000000 Penalty: 5932.213379
	Iteration 7Q: 3 clusters Score -1.90262e+07 nChanged 7318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95741 members 
Mstep: Class 2 contains 60649 members 
Entering Unmasked Estep 
Score: -19029974.000000 Penalty: 5932.213379
	Iteration 8Q: 3 clusters Score -1.902997e+07 nChanged 8717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103342 members 
Mstep: Class 2 contains 53048 members 
Entering Unmasked Estep 
Score: -19035392.000000 Penalty: 5932.213379
	Iteration 9F: 3 clusters Score -1.903539e+07 nChanged 9961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112513 members 
Mstep: Class 2 contains 43877 members 
Entering Unmasked Estep 
Score: -19042628.000000 Penalty: 5932.213379
	Iteration 10F: 3 clusters Score -1.904263e+07 nChanged 10035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121886 members 
Mstep: Class 2 contains 34504 members 
Entering Unmasked Estep 
Score: -19050854.000000 Penalty: 5932.213379
	Iteration 11F: 3 clusters Score -1.905085e+07 nChanged 8754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130076 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -19057960.000000 Penalty: 5932.213379
	Iteration 12F: 3 clusters Score -1.905796e+07 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136442 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -19063242.000000 Penalty: 5932.213379
	Iteration 13Q: 3 clusters Score -1.906324e+07 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141518 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -19067120.000000 Penalty: 5932.213379
	Iteration 14Q: 3 clusters Score -1.906712e+07 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145283 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -19069708.000000 Penalty: 5932.213379
	Iteration 15Q: 3 clusters Score -1.906971e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148236 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -19071608.000000 Penalty: 5932.213379
	Iteration 16Q: 3 clusters Score -1.907161e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150416 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -19073092.000000 Penalty: 5932.213379
	Iteration 17Q: 3 clusters Score -1.907309e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151987 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -19074096.000000 Penalty: 5932.213379
	Iteration 18Q: 3 clusters Score -1.90741e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153101 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -19074804.000000 Penalty: 5932.213379
	Iteration 19Q: 3 clusters Score -1.90748e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153842 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -19075220.000000 Penalty: 5932.213379
	Iteration 20F: 3 clusters Score -1.907522e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154336 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -19075602.000000 Penalty: 5932.213379
	Iteration 21Q: 3 clusters Score -1.90756e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154661 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -19075846.000000 Penalty: 5932.213379
	Iteration 22Q: 3 clusters Score -1.907585e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154889 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -19076040.000000 Penalty: 5932.213379
	Iteration 23Q: 3 clusters Score -1.907604e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155027 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -19076138.000000 Penalty: 5932.213379
	Iteration 24Q: 3 clusters Score -1.907614e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155125 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -19076210.000000 Penalty: 5932.213379
	Iteration 25Q: 3 clusters Score -1.907621e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155206 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -19076258.000000 Penalty: 5932.213379
	Iteration 26Q: 3 clusters Score -1.907626e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155255 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -19076272.000000 Penalty: 5932.213379
	Iteration 27Q: 3 clusters Score -1.907627e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155291 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -19076306.000000 Penalty: 5932.213379
	Iteration 28Q: 3 clusters Score -1.907631e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155323 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -19076310.000000 Penalty: 5932.213379
	Iteration 29Q: 3 clusters Score -1.907631e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155341 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -19076320.000000 Penalty: 5932.213379
	Iteration 30Q: 3 clusters Score -1.907632e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155358 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -19076328.000000 Penalty: 5932.213379
	Iteration 31Q: 3 clusters Score -1.907633e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155365 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -19076328.000000 Penalty: 5932.213379
	Iteration 32Q: 3 clusters Score -1.907633e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155371 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -19076350.000000 Penalty: 5932.213379
	Iteration 33Q: 3 clusters Score -1.907635e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155374 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -19076344.000000 Penalty: 5932.213379
	Iteration 34Q: 3 clusters Score -1.907634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155378 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -19076352.000000 Penalty: 5932.213379
	Iteration 35Q: 3 clusters Score -1.907635e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155384 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -19076364.000000 Penalty: 5932.213379
	Iteration 36Q: 3 clusters Score -1.907636e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155389 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -19076354.000000 Penalty: 5932.213379
	Iteration 37Q: 3 clusters Score -1.907635e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155392 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -19076352.000000 Penalty: 5932.213379
	Iteration 38Q: 3 clusters Score -1.907635e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155397 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -19076366.000000 Penalty: 5932.213379
	Iteration 39Q: 3 clusters Score -1.907637e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155400 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -19076372.000000 Penalty: 5932.213379
	Iteration 40F: 3 clusters Score -1.907637e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155401 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -19076378.000000 Penalty: 5932.213379
	Iteration 41Q: 3 clusters Score -1.907638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155403 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -19076386.000000 Penalty: 5932.213379
	Iteration 42Q: 3 clusters Score -1.907639e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155403 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -19076372.000000 Penalty: 5932.213379
	Iteration 43Q: 3 clusters Score -1.907637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155405 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -19076376.000000 Penalty: 5932.213379
	Iteration 44Q: 3 clusters Score -1.907638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155407 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -19076378.000000 Penalty: 5932.213379
	Iteration 45Q: 3 clusters Score -1.907638e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155408 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -19076382.000000 Penalty: 5932.213379
	Iteration 46Q: 3 clusters Score -1.907638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155410 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -19076378.000000 Penalty: 5932.213379
	Iteration 47Q: 3 clusters Score -1.907638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155411 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -19076382.000000 Penalty: 5932.213379
	Iteration 48Q: 3 clusters Score -1.907638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155411 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -19076378.000000 Penalty: 5932.213379
	Iteration 49Q: 3 clusters Score -1.907638e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155412 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -19076382.000000 Penalty: 5932.213379
	Iteration 50Q: 3 clusters Score -1.907638e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155412 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -19076382.000000 Penalty: 5932.213379
	Iteration 51F: 3 clusters Score -1.907638e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Entering Unmasked Estep 
Score: -792728.500000 Penalty: 2208.987305
	Iteration 0F: 2 clusters Score -792728.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -786716.000000 Penalty: 4417.974609
	Iteration 0F: 3 clusters Score -786716 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -788619.687500 Penalty: 4417.974609
	Iteration 1F: 3 clusters Score -788619.7 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -789347.250000 Penalty: 4417.974609
	Iteration 2F: 3 clusters Score -789347.2 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -790109.500000 Penalty: 4417.974609
	Iteration 3F: 3 clusters Score -790109.5 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -790770.562500 Penalty: 4417.974609
	Iteration 4F: 3 clusters Score -790770.6 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -791280.250000 Penalty: 4417.974609
	Iteration 5F: 3 clusters Score -791280.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -791562.562500 Penalty: 4417.974609
	Iteration 6F: 3 clusters Score -791562.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -791705.500000 Penalty: 4417.974609
	Iteration 7Q: 3 clusters Score -791705.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -791791.062500 Penalty: 4417.974609
	Iteration 8Q: 3 clusters Score -791791.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -791846.562500 Penalty: 4417.974609
	Iteration 9Q: 3 clusters Score -791846.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -791882.062500 Penalty: 4417.974609
	Iteration 10Q: 3 clusters Score -791882.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -791910.437500 Penalty: 4417.974609
	Iteration 11Q: 3 clusters Score -791910.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -791934.000000 Penalty: 4417.974609
	Iteration 12Q: 3 clusters Score -791934 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -791956.000000 Penalty: 4417.974609
	Iteration 13Q: 3 clusters Score -791956 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -791969.812500 Penalty: 4417.974609
	Iteration 14Q: 3 clusters Score -791969.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -791980.625000 Penalty: 4417.974609
	Iteration 15Q: 3 clusters Score -791980.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -791987.937500 Penalty: 4417.974609
	Iteration 16Q: 3 clusters Score -791987.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -791991.125000 Penalty: 4417.974609
	Iteration 17Q: 3 clusters Score -791991.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -791998.562500 Penalty: 4417.974609
	Iteration 18Q: 3 clusters Score -791998.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -792002.750000 Penalty: 4417.974609
	Iteration 19Q: 3 clusters Score -792002.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -792008.125000 Penalty: 4417.974609
	Iteration 20F: 3 clusters Score -792008.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -792015.062500 Penalty: 4417.974609
	Iteration 21Q: 3 clusters Score -792015.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -792019.750000 Penalty: 4417.974609
	Iteration 22Q: 3 clusters Score -792019.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -792026.000000 Penalty: 4417.974609
	Iteration 23Q: 3 clusters Score -792026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -792031.187500 Penalty: 4417.974609
	Iteration 24Q: 3 clusters Score -792031.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -792036.187500 Penalty: 4417.974609
	Iteration 25Q: 3 clusters Score -792036.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -792039.500000 Penalty: 4417.974609
	Iteration 26Q: 3 clusters Score -792039.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -792045.062500 Penalty: 4417.974609
	Iteration 27Q: 3 clusters Score -792045.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -792049.187500 Penalty: 4417.974609
	Iteration 28Q: 3 clusters Score -792049.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -792053.000000 Penalty: 4417.974609
	Iteration 29Q: 3 clusters Score -792053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -792055.625000 Penalty: 4417.974609
	Iteration 30Q: 3 clusters Score -792055.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -792060.562500 Penalty: 4417.974609
	Iteration 31Q: 3 clusters Score -792060.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -792066.437500 Penalty: 4417.974609
	Iteration 32Q: 3 clusters Score -792066.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -792072.187500 Penalty: 4417.974609
	Iteration 33Q: 3 clusters Score -792072.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -792075.437500 Penalty: 4417.974609
	Iteration 34Q: 3 clusters Score -792075.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -792081.937500 Penalty: 4417.974609
	Iteration 35Q: 3 clusters Score -792081.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -792086.812500 Penalty: 4417.974609
	Iteration 36Q: 3 clusters Score -792086.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -792091.500000 Penalty: 4417.974609
	Iteration 37Q: 3 clusters Score -792091.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -792094.062500 Penalty: 4417.974609
	Iteration 38Q: 3 clusters Score -792094.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -792094.812500 Penalty: 4417.974609
	Iteration 39Q: 3 clusters Score -792094.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -792095.875000 Penalty: 4417.974609
	Iteration 40F: 3 clusters Score -792095.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -792099.312500 Penalty: 4417.974609
	Iteration 41Q: 3 clusters Score -792099.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -792100.875000 Penalty: 4417.974609
	Iteration 42Q: 3 clusters Score -792100.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -792104.375000 Penalty: 4417.974609
	Iteration 43Q: 3 clusters Score -792104.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -792104.375000 Penalty: 4417.974609
	Iteration 44Q: 3 clusters Score -792104.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -792107.500000 Penalty: 4417.974609
	Iteration 45Q: 3 clusters Score -792107.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -792108.937500 Penalty: 4417.974609
	Iteration 46Q: 3 clusters Score -792108.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -792112.750000 Penalty: 4417.974609
	Iteration 47Q: 3 clusters Score -792112.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -792117.437500 Penalty: 4417.974609
	Iteration 48Q: 3 clusters Score -792117.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -792123.437500 Penalty: 4417.974609
	Iteration 49Q: 3 clusters Score -792123.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -792132.875000 Penalty: 4417.974609
	Iteration 50Q: 3 clusters Score -792132.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -792136.062500 Penalty: 4417.974609
	Iteration 51Q: 3 clusters Score -792136.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -792140.687500 Penalty: 4417.974609
	Iteration 52Q: 3 clusters Score -792140.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -792145.375000 Penalty: 4417.974609
	Iteration 53Q: 3 clusters Score -792145.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -792149.250000 Penalty: 4417.974609
	Iteration 54Q: 3 clusters Score -792149.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -792151.625000 Penalty: 4417.974609
	Iteration 55Q: 3 clusters Score -792151.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -792153.500000 Penalty: 4417.974609
	Iteration 56Q: 3 clusters Score -792153.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -792155.937500 Penalty: 4417.974609
	Iteration 57Q: 3 clusters Score -792155.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -792156.687500 Penalty: 4417.974609
	Iteration 58Q: 3 clusters Score -792156.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -792158.562500 Penalty: 4417.974609
	Iteration 59Q: 3 clusters Score -792158.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -792160.750000 Penalty: 4417.974609
	Iteration 60F: 3 clusters Score -792160.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -792161.000000 Penalty: 4417.974609
	Iteration 61Q: 3 clusters Score -792161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -792161.687500 Penalty: 4417.974609
	Iteration 62Q: 3 clusters Score -792161.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -792163.500000 Penalty: 4417.974609
	Iteration 63Q: 3 clusters Score -792163.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -792162.812500 Penalty: 4417.974609
	Iteration 64Q: 3 clusters Score -792162.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -792164.125000 Penalty: 4417.974609
	Iteration 65Q: 3 clusters Score -792164.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -792165.687500 Penalty: 4417.974609
	Iteration 66Q: 3 clusters Score -792165.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -792171.062500 Penalty: 4417.974609
	Iteration 67Q: 3 clusters Score -792171.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -792174.312500 Penalty: 4417.974609
	Iteration 68Q: 3 clusters Score -792174.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -792176.687500 Penalty: 4417.974609
	Iteration 69Q: 3 clusters Score -792176.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -792180.062500 Penalty: 4417.974609
	Iteration 70Q: 3 clusters Score -792180.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -792185.437500 Penalty: 4417.974609
	Iteration 71Q: 3 clusters Score -792185.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -792189.125000 Penalty: 4417.974609
	Iteration 72Q: 3 clusters Score -792189.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -792191.187500 Penalty: 4417.974609
	Iteration 73Q: 3 clusters Score -792191.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -792191.750000 Penalty: 4417.974609
	Iteration 74Q: 3 clusters Score -792191.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -792196.687500 Penalty: 4417.974609
	Iteration 75Q: 3 clusters Score -792196.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -792196.375000 Penalty: 4417.974609
	Iteration 76Q: 3 clusters Score -792196.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -792196.750000 Penalty: 4417.974609
	Iteration 77Q: 3 clusters Score -792196.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -792196.812500 Penalty: 4417.974609
	Iteration 78Q: 3 clusters Score -792196.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -792197.625000 Penalty: 4417.974609
	Iteration 79Q: 3 clusters Score -792197.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -792199.937500 Penalty: 4417.974609
	Iteration 80F: 3 clusters Score -792199.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (178726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178726 members 
Entering Unmasked Estep 
Score: -21800044.000000 Penalty: 2999.215088
	Iteration 0F: 2 clusters Score -2.180004e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89853 members 
Mstep: Class 2 contains 88873 members 
Entering Unmasked Estep 
Score: -21681420.000000 Penalty: 5998.430176
	Iteration 0F: 3 clusters Score -2.168142e+07 nChanged 85840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98491 members 
Mstep: Class 2 contains 80235 members 
Entering Unmasked Estep 
Score: -21732014.000000 Penalty: 5998.430176
	Iteration 1F: 3 clusters Score -2.173201e+07 nChanged 7492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104559 members 
Mstep: Class 2 contains 74167 members 
Entering Unmasked Estep 
Score: -21734854.000000 Penalty: 5998.430176
	Iteration 2Q: 3 clusters Score -2.173485e+07 nChanged 10279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113814 members 
Mstep: Class 2 contains 64912 members 
Entering Unmasked Estep 
Score: -21740010.000000 Penalty: 5998.430176
	Iteration 3F: 3 clusters Score -2.174001e+07 nChanged 13461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126683 members 
Mstep: Class 2 contains 52043 members 
Entering Unmasked Estep 
Score: -21749288.000000 Penalty: 5998.430176
	Iteration 4F: 3 clusters Score -2.174929e+07 nChanged 15941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142240 members 
Mstep: Class 2 contains 36486 members 
Entering Unmasked Estep 
Score: -21763302.000000 Penalty: 5998.430176
	Iteration 5F: 3 clusters Score -2.17633e+07 nChanged 15218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157250 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -21777996.000000 Penalty: 5998.430176
	Iteration 6F: 3 clusters Score -2.1778e+07 nChanged 11027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168195 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -21788698.000000 Penalty: 5998.430176
	Iteration 7F: 3 clusters Score -2.17887e+07 nChanged 5965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174154 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -21794122.000000 Penalty: 5998.430176
	Iteration 8Q: 3 clusters Score -2.179412e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176796 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -21796108.000000 Penalty: 5998.430176
	Iteration 9Q: 3 clusters Score -2.179611e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177709 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -21796964.000000 Penalty: 5998.430176
	Iteration 10Q: 3 clusters Score -2.179696e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178030 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -21797218.000000 Penalty: 5998.430176
	Iteration 11Q: 3 clusters Score -2.179722e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178172 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -21797362.000000 Penalty: 5998.430176
	Iteration 12Q: 3 clusters Score -2.179736e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178237 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -21797410.000000 Penalty: 5998.430176
	Iteration 13Q: 3 clusters Score -2.179741e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178268 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -21797428.000000 Penalty: 5998.430176
	Iteration 14Q: 3 clusters Score -2.179743e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178289 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -21797466.000000 Penalty: 5998.430176
	Iteration 15Q: 3 clusters Score -2.179747e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178308 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -21797508.000000 Penalty: 5998.430176
	Iteration 16Q: 3 clusters Score -2.179751e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178317 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -21797496.000000 Penalty: 5998.430176
	Iteration 17Q: 3 clusters Score -2.17975e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178320 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -21797524.000000 Penalty: 5998.430176
	Iteration 18Q: 3 clusters Score -2.179752e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178325 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -21797516.000000 Penalty: 5998.430176
	Iteration 19Q: 3 clusters Score -2.179752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178331 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -21797546.000000 Penalty: 5998.430176
	Iteration 20F: 3 clusters Score -2.179755e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178335 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -21797530.000000 Penalty: 5998.430176
	Iteration 21Q: 3 clusters Score -2.179753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178337 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -21797542.000000 Penalty: 5998.430176
	Iteration 22Q: 3 clusters Score -2.179754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178339 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -21797546.000000 Penalty: 5998.430176
	Iteration 23Q: 3 clusters Score -2.179755e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178341 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -21797538.000000 Penalty: 5998.430176
	Iteration 24Q: 3 clusters Score -2.179754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178343 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -21797532.000000 Penalty: 5998.430176
	Iteration 25Q: 3 clusters Score -2.179753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178345 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -21797530.000000 Penalty: 5998.430176
	Iteration 26Q: 3 clusters Score -2.179753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178345 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -21797548.000000 Penalty: 5998.430176
	Iteration 27Q: 3 clusters Score -2.179755e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178346 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -21797548.000000 Penalty: 5998.430176
	Iteration 28Q: 3 clusters Score -2.179755e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178347 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -21797546.000000 Penalty: 5998.430176
	Iteration 29Q: 3 clusters Score -2.179755e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178347 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -21797546.000000 Penalty: 5998.430176
	Iteration 30F: 3 clusters Score -2.179755e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Entering Unmasked Estep 
Score: -1284544.000000 Penalty: 2297.912109
	Iteration 0F: 2 clusters Score -1284544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1276413.250000 Penalty: 4595.824219
	Iteration 0F: 3 clusters Score -1276413 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1278836.125000 Penalty: 4595.824219
	Iteration 1F: 3 clusters Score -1278836 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1279166.625000 Penalty: 4595.824219
	Iteration 2F: 3 clusters Score -1279167 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1279385.750000 Penalty: 4595.824219
	Iteration 3Q: 3 clusters Score -1279386 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1279548.125000 Penalty: 4595.824219
	Iteration 4Q: 3 clusters Score -1279548 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1279679.375000 Penalty: 4595.824219
	Iteration 5Q: 3 clusters Score -1279679 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1279777.750000 Penalty: 4595.824219
	Iteration 6Q: 3 clusters Score -1279778 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1279866.125000 Penalty: 4595.824219
	Iteration 7Q: 3 clusters Score -1279866 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1279935.625000 Penalty: 4595.824219
	Iteration 8Q: 3 clusters Score -1279936 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1280010.750000 Penalty: 4595.824219
	Iteration 9Q: 3 clusters Score -1280011 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1280084.125000 Penalty: 4595.824219
	Iteration 10Q: 3 clusters Score -1280084 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1280156.750000 Penalty: 4595.824219
	Iteration 11Q: 3 clusters Score -1280157 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1280238.125000 Penalty: 4595.824219
	Iteration 12Q: 3 clusters Score -1280238 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1280319.875000 Penalty: 4595.824219
	Iteration 13Q: 3 clusters Score -1280320 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1280407.000000 Penalty: 4595.824219
	Iteration 14Q: 3 clusters Score -1280407 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1280489.750000 Penalty: 4595.824219
	Iteration 15Q: 3 clusters Score -1280490 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1280588.125000 Penalty: 4595.824219
	Iteration 16Q: 3 clusters Score -1280588 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1280709.125000 Penalty: 4595.824219
	Iteration 17Q: 3 clusters Score -1280709 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1280837.750000 Penalty: 4595.824219
	Iteration 18Q: 3 clusters Score -1280838 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1280964.750000 Penalty: 4595.824219
	Iteration 19Q: 3 clusters Score -1280965 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1281087.375000 Penalty: 4595.824219
	Iteration 20F: 3 clusters Score -1281087 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1281184.000000 Penalty: 4595.824219
	Iteration 21Q: 3 clusters Score -1281184 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1281268.375000 Penalty: 4595.824219
	Iteration 22Q: 3 clusters Score -1281268 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1281334.000000 Penalty: 4595.824219
	Iteration 23Q: 3 clusters Score -1281334 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1281391.625000 Penalty: 4595.824219
	Iteration 24Q: 3 clusters Score -1281392 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1281435.250000 Penalty: 4595.824219
	Iteration 25Q: 3 clusters Score -1281435 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1281471.625000 Penalty: 4595.824219
	Iteration 26Q: 3 clusters Score -1281472 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1281497.125000 Penalty: 4595.824219
	Iteration 27Q: 3 clusters Score -1281497 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1281511.125000 Penalty: 4595.824219
	Iteration 28Q: 3 clusters Score -1281511 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1281525.750000 Penalty: 4595.824219
	Iteration 29Q: 3 clusters Score -1281526 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1281541.750000 Penalty: 4595.824219
	Iteration 30Q: 3 clusters Score -1281542 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1281551.250000 Penalty: 4595.824219
	Iteration 31Q: 3 clusters Score -1281551 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1281559.625000 Penalty: 4595.824219
	Iteration 32Q: 3 clusters Score -1281560 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1281578.375000 Penalty: 4595.824219
	Iteration 33Q: 3 clusters Score -1281578 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1281592.125000 Penalty: 4595.824219
	Iteration 34Q: 3 clusters Score -1281592 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1281604.375000 Penalty: 4595.824219
	Iteration 35Q: 3 clusters Score -1281604 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1281620.125000 Penalty: 4595.824219
	Iteration 36Q: 3 clusters Score -1281620 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1281632.875000 Penalty: 4595.824219
	Iteration 37Q: 3 clusters Score -1281633 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1281641.375000 Penalty: 4595.824219
	Iteration 38Q: 3 clusters Score -1281641 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1281654.250000 Penalty: 4595.824219
	Iteration 39Q: 3 clusters Score -1281654 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1281665.375000 Penalty: 4595.824219
	Iteration 40F: 3 clusters Score -1281665 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1281675.625000 Penalty: 4595.824219
	Iteration 41Q: 3 clusters Score -1281676 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1281687.375000 Penalty: 4595.824219
	Iteration 42Q: 3 clusters Score -1281687 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1281703.000000 Penalty: 4595.824219
	Iteration 43Q: 3 clusters Score -1281703 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1281718.500000 Penalty: 4595.824219
	Iteration 44Q: 3 clusters Score -1281718 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1281739.250000 Penalty: 4595.824219
	Iteration 45Q: 3 clusters Score -1281739 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1281747.125000 Penalty: 4595.824219
	Iteration 46Q: 3 clusters Score -1281747 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1281757.500000 Penalty: 4595.824219
	Iteration 47Q: 3 clusters Score -1281758 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1281767.625000 Penalty: 4595.824219
	Iteration 48Q: 3 clusters Score -1281768 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1281774.875000 Penalty: 4595.824219
	Iteration 49Q: 3 clusters Score -1281775 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1281784.000000 Penalty: 4595.824219
	Iteration 50Q: 3 clusters Score -1281784 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1281788.500000 Penalty: 4595.824219
	Iteration 51Q: 3 clusters Score -1281788 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1281800.000000 Penalty: 4595.824219
	Iteration 52Q: 3 clusters Score -1281800 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1281812.125000 Penalty: 4595.824219
	Iteration 53Q: 3 clusters Score -1281812 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1281826.125000 Penalty: 4595.824219
	Iteration 54Q: 3 clusters Score -1281826 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1281840.250000 Penalty: 4595.824219
	Iteration 55Q: 3 clusters Score -1281840 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1281851.000000 Penalty: 4595.824219
	Iteration 56Q: 3 clusters Score -1281851 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1281865.375000 Penalty: 4595.824219
	Iteration 57Q: 3 clusters Score -1281865 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1281880.000000 Penalty: 4595.824219
	Iteration 58Q: 3 clusters Score -1281880 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1281888.250000 Penalty: 4595.824219
	Iteration 59Q: 3 clusters Score -1281888 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1281901.000000 Penalty: 4595.824219
	Iteration 60F: 3 clusters Score -1281901 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1281910.250000 Penalty: 4595.824219
	Iteration 61Q: 3 clusters Score -1281910 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1281917.750000 Penalty: 4595.824219
	Iteration 62Q: 3 clusters Score -1281918 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1281933.500000 Penalty: 4595.824219
	Iteration 63Q: 3 clusters Score -1281934 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1281945.375000 Penalty: 4595.824219
	Iteration 64Q: 3 clusters Score -1281945 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1281959.875000 Penalty: 4595.824219
	Iteration 65Q: 3 clusters Score -1281960 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1281987.375000 Penalty: 4595.824219
	Iteration 66Q: 3 clusters Score -1281987 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1282002.250000 Penalty: 4595.824219
	Iteration 67Q: 3 clusters Score -1282002 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1282024.000000 Penalty: 4595.824219
	Iteration 68Q: 3 clusters Score -1282024 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1282049.875000 Penalty: 4595.824219
	Iteration 69Q: 3 clusters Score -1282050 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1282074.500000 Penalty: 4595.824219
	Iteration 70Q: 3 clusters Score -1282074 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1282107.375000 Penalty: 4595.824219
	Iteration 71Q: 3 clusters Score -1282107 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1282132.125000 Penalty: 4595.824219
	Iteration 72Q: 3 clusters Score -1282132 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1282160.125000 Penalty: 4595.824219
	Iteration 73Q: 3 clusters Score -1282160 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1282195.625000 Penalty: 4595.824219
	Iteration 74Q: 3 clusters Score -1282196 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1282217.500000 Penalty: 4595.824219
	Iteration 75Q: 3 clusters Score -1282218 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1282245.875000 Penalty: 4595.824219
	Iteration 76Q: 3 clusters Score -1282246 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1282265.375000 Penalty: 4595.824219
	Iteration 77Q: 3 clusters Score -1282265 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1282285.625000 Penalty: 4595.824219
	Iteration 78Q: 3 clusters Score -1282286 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1282312.750000 Penalty: 4595.824219
	Iteration 79Q: 3 clusters Score -1282313 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1282328.875000 Penalty: 4595.824219
	Iteration 80F: 3 clusters Score -1282329 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1282348.500000 Penalty: 4595.824219
	Iteration 81Q: 3 clusters Score -1282348 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1282365.375000 Penalty: 4595.824219
	Iteration 82Q: 3 clusters Score -1282365 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1282383.500000 Penalty: 4595.824219
	Iteration 83Q: 3 clusters Score -1282384 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1282408.250000 Penalty: 4595.824219
	Iteration 84Q: 3 clusters Score -1282408 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1282425.750000 Penalty: 4595.824219
	Iteration 85Q: 3 clusters Score -1282426 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1282440.375000 Penalty: 4595.824219
	Iteration 86Q: 3 clusters Score -1282440 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1282448.375000 Penalty: 4595.824219
	Iteration 87Q: 3 clusters Score -1282448 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1282469.875000 Penalty: 4595.824219
	Iteration 88Q: 3 clusters Score -1282470 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1282483.000000 Penalty: 4595.824219
	Iteration 89Q: 3 clusters Score -1282483 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1282499.875000 Penalty: 4595.824219
	Iteration 90Q: 3 clusters Score -1282500 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1282516.250000 Penalty: 4595.824219
	Iteration 91Q: 3 clusters Score -1282516 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1282527.875000 Penalty: 4595.824219
	Iteration 92Q: 3 clusters Score -1282528 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1282550.125000 Penalty: 4595.824219
	Iteration 93Q: 3 clusters Score -1282550 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1282568.625000 Penalty: 4595.824219
	Iteration 94Q: 3 clusters Score -1282569 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1282587.250000 Penalty: 4595.824219
	Iteration 95Q: 3 clusters Score -1282587 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1282604.625000 Penalty: 4595.824219
	Iteration 96Q: 3 clusters Score -1282605 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1282621.500000 Penalty: 4595.824219
	Iteration 97Q: 3 clusters Score -1282622 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1282635.750000 Penalty: 4595.824219
	Iteration 98Q: 3 clusters Score -1282636 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1282648.625000 Penalty: 4595.824219
	Iteration 99Q: 3 clusters Score -1282649 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1282656.875000 Penalty: 4595.824219
	Iteration 100F: 3 clusters Score -1282657 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1282671.750000 Penalty: 4595.824219
	Iteration 101Q: 3 clusters Score -1282672 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1282684.000000 Penalty: 4595.824219
	Iteration 102Q: 3 clusters Score -1282684 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1282697.625000 Penalty: 4595.824219
	Iteration 103Q: 3 clusters Score -1282698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1282705.500000 Penalty: 4595.824219
	Iteration 104Q: 3 clusters Score -1282706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1282712.125000 Penalty: 4595.824219
	Iteration 105Q: 3 clusters Score -1282712 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1282721.750000 Penalty: 4595.824219
	Iteration 106Q: 3 clusters Score -1282722 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1282728.875000 Penalty: 4595.824219
	Iteration 107Q: 3 clusters Score -1282729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1282733.000000 Penalty: 4595.824219
	Iteration 108Q: 3 clusters Score -1282733 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1282738.750000 Penalty: 4595.824219
	Iteration 109Q: 3 clusters Score -1282739 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1282745.125000 Penalty: 4595.824219
	Iteration 110Q: 3 clusters Score -1282745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1282751.625000 Penalty: 4595.824219
	Iteration 111Q: 3 clusters Score -1282752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1282755.875000 Penalty: 4595.824219
	Iteration 112Q: 3 clusters Score -1282756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1282756.750000 Penalty: 4595.824219
	Iteration 113Q: 3 clusters Score -1282757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1282755.625000 Penalty: 4595.824219
	Iteration 114Q: 3 clusters Score -1282756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1282756.625000 Penalty: 4595.824219
	Iteration 115Q: 3 clusters Score -1282757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1282755.750000 Penalty: 4595.824219
	Iteration 116Q: 3 clusters Score -1282756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1282756.375000 Penalty: 4595.824219
	Iteration 117Q: 3 clusters Score -1282756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1282756.375000 Penalty: 4595.824219
	Iteration 118F: 3 clusters Score -1282756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Entering Unmasked Estep 
Score: -64211.621094 Penalty: 1627.836182
	Iteration 0F: 2 clusters Score -64211.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -62639.628906 Penalty: 3255.672363
	Iteration 0F: 3 clusters Score -62639.63 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -63634.003906 Penalty: 3255.672363
	Iteration 1F: 3 clusters Score -63634 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -64613.488281 Penalty: 3255.672363
	Iteration 2F: 3 clusters Score -64613.49 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -65185.066406 Penalty: 3255.672363
	Iteration 3F: 3 clusters Score -65185.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -65362.117188 Penalty: 3255.672363
	Iteration 4Q: 3 clusters Score -65362.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -65524.363281 Penalty: 3255.672363
	Iteration 5Q: 3 clusters Score -65524.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -65594.835938 Penalty: 3255.672363
	Iteration 6Q: 3 clusters Score -65594.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -65667.671875 Penalty: 3255.672363
	Iteration 7Q: 3 clusters Score -65667.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -65733.328125 Penalty: 3255.672363
	Iteration 8Q: 3 clusters Score -65733.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -65800.500000 Penalty: 3255.672363
	Iteration 9Q: 3 clusters Score -65800.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -65836.656250 Penalty: 3255.672363
	Iteration 10Q: 3 clusters Score -65836.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -65865.773438 Penalty: 3255.672363
	Iteration 11Q: 3 clusters Score -65865.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -65916.046875 Penalty: 3255.672363
	Iteration 12Q: 3 clusters Score -65916.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -65994.476562 Penalty: 3255.672363
	Iteration 13Q: 3 clusters Score -65994.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -66122.218750 Penalty: 3255.672363
	Iteration 14Q: 3 clusters Score -66122.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -66286.742188 Penalty: 3255.672363
	Iteration 15Q: 3 clusters Score -66286.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -66429.484375 Penalty: 3255.672363
	Iteration 16Q: 3 clusters Score -66429.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -66447.820312 Penalty: 3255.672363
	Iteration 17Q: 3 clusters Score -66447.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -66484.187500 Penalty: 3255.672363
	Iteration 18Q: 3 clusters Score -66484.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -66513.718750 Penalty: 3255.672363
	Iteration 19Q: 3 clusters Score -66513.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -66525.640625 Penalty: 3255.672363
	Iteration 20F: 3 clusters Score -66525.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58748 members 
Mstep: Class 2 contains 156390 members 
Mstep: Class 3 contains 7385 members 
Mstep: Class 4 contains 178726 members 
Mstep: Class 5 contains 10570 members 
Mstep: Class 6 contains 364 members 
Mstep: Class 7 contains 30875 members 
Mstep: Class 8 contains 18140 members 
Mstep: Class 9 contains 186206 members 
Mstep: Class 10 contains 6671 members 
Mstep: Class 11 contains 38191 members 
Mstep: Class 12 contains 8242 members 
Mstep: Class 13 contains 10543 members 
Mstep: Class 14 contains 7993 members 
Mstep: Class 15 contains 8319 members 
Mstep: Class 16 contains 8237 members 
Mstep: Class 17 contains 73192 members 
Mstep: Class 18 contains 5422 members 
Mstep: Class 19 contains 12590 members 
Mstep: Class 20 contains 2988 members 
Mstep: Class 21 contains 294521 members 
Mstep: Class 22 contains 41556 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 281928 members 
Mstep: Class 25 contains 16273 members 
Mstep: Class 26 contains 21488 members 
Mstep: Class 27 contains 17306 members 
Mstep: Class 28 contains 11422 members 
Mstep: Class 29 contains 5787 members 
Mstep: Class 30 contains 39938 members 
Mstep: Class 31 contains 2225 members 
Mstep: Class 32 contains 10498 members 
Mstep: Class 33 contains 8396 members 
Mstep: Class 34 contains 213402 members 
Mstep: Class 35 contains 172018 members 
Mstep: Class 36 contains 10281 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10859 members 
Mstep: Class 39 contains 345 members 
Entering Unmasked Estep 
Score: -235409744.000000 Penalty: 140280.062500
Splitting cluster 6 changes total score from -235410288.000000 to -235409744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (30875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Entering Unmasked Estep 
Score: -3723534.750000 Penalty: 2563.750000
	Iteration 0F: 2 clusters Score -3723535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -3702145.250000 Penalty: 5127.500000
	Iteration 0F: 3 clusters Score -3702145 nChanged 14208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -3709887.500000 Penalty: 5127.500000
	Iteration 1F: 3 clusters Score -3709888 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -3710458.250000 Penalty: 5127.500000
	Iteration 2Q: 3 clusters Score -3710458 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -3711097.750000 Penalty: 5127.500000
	Iteration 3Q: 3 clusters Score -3711098 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -3711910.250000 Penalty: 5127.500000
	Iteration 4Q: 3 clusters Score -3711910 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -3712965.000000 Penalty: 5127.500000
	Iteration 5Q: 3 clusters Score -3712965 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -3714189.750000 Penalty: 5127.500000
	Iteration 6F: 3 clusters Score -3714190 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -3715478.500000 Penalty: 5127.500000
	Iteration 7F: 3 clusters Score -3715478 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -3716666.750000 Penalty: 5127.500000
	Iteration 8F: 3 clusters Score -3716667 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -3717662.500000 Penalty: 5127.500000
	Iteration 9F: 3 clusters Score -3717662 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -3718437.750000 Penalty: 5127.500000
	Iteration 10Q: 3 clusters Score -3718438 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -3718998.000000 Penalty: 5127.500000
	Iteration 11Q: 3 clusters Score -3718998 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -3719456.750000 Penalty: 5127.500000
	Iteration 12Q: 3 clusters Score -3719457 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -3719826.500000 Penalty: 5127.500000
	Iteration 13Q: 3 clusters Score -3719826 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -3720151.750000 Penalty: 5127.500000
	Iteration 14Q: 3 clusters Score -3720152 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -3720412.500000 Penalty: 5127.500000
	Iteration 15Q: 3 clusters Score -3720412 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -3720667.250000 Penalty: 5127.500000
	Iteration 16Q: 3 clusters Score -3720667 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -3720872.250000 Penalty: 5127.500000
	Iteration 17Q: 3 clusters Score -3720872 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -3721080.250000 Penalty: 5127.500000
	Iteration 18Q: 3 clusters Score -3721080 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -3721238.000000 Penalty: 5127.500000
	Iteration 19Q: 3 clusters Score -3721238 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -3721368.250000 Penalty: 5127.500000
	Iteration 20F: 3 clusters Score -3721368 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -3721438.250000 Penalty: 5127.500000
	Iteration 21Q: 3 clusters Score -3721438 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -3721476.750000 Penalty: 5127.500000
	Iteration 22Q: 3 clusters Score -3721477 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -3721505.000000 Penalty: 5127.500000
	Iteration 23Q: 3 clusters Score -3721505 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -3721560.750000 Penalty: 5127.500000
	Iteration 24Q: 3 clusters Score -3721561 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -3721599.500000 Penalty: 5127.500000
	Iteration 25Q: 3 clusters Score -3721600 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -3721627.750000 Penalty: 5127.500000
	Iteration 26Q: 3 clusters Score -3721628 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -3721670.750000 Penalty: 5127.500000
	Iteration 27Q: 3 clusters Score -3721671 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -3721701.000000 Penalty: 5127.500000
	Iteration 28Q: 3 clusters Score -3721701 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -3721729.000000 Penalty: 5127.500000
	Iteration 29Q: 3 clusters Score -3721729 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -3721735.500000 Penalty: 5127.500000
	Iteration 30Q: 3 clusters Score -3721736 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -3721749.250000 Penalty: 5127.500000
	Iteration 31Q: 3 clusters Score -3721749 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -3721778.500000 Penalty: 5127.500000
	Iteration 32Q: 3 clusters Score -3721778 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -3721795.000000 Penalty: 5127.500000
	Iteration 33Q: 3 clusters Score -3721795 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -3721815.000000 Penalty: 5127.500000
	Iteration 34Q: 3 clusters Score -3721815 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -3721822.500000 Penalty: 5127.500000
	Iteration 35Q: 3 clusters Score -3721822 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -3721837.500000 Penalty: 5127.500000
	Iteration 36Q: 3 clusters Score -3721838 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -3721866.500000 Penalty: 5127.500000
	Iteration 37Q: 3 clusters Score -3721866 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -3721893.750000 Penalty: 5127.500000
	Iteration 38Q: 3 clusters Score -3721894 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -3721911.750000 Penalty: 5127.500000
	Iteration 39Q: 3 clusters Score -3721912 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -3721947.750000 Penalty: 5127.500000
	Iteration 40F: 3 clusters Score -3721948 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -3721965.500000 Penalty: 5127.500000
	Iteration 41Q: 3 clusters Score -3721966 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -3721977.500000 Penalty: 5127.500000
	Iteration 42Q: 3 clusters Score -3721978 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -3721991.000000 Penalty: 5127.500000
	Iteration 43Q: 3 clusters Score -3721991 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -3722006.750000 Penalty: 5127.500000
	Iteration 44Q: 3 clusters Score -3722007 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -3722029.750000 Penalty: 5127.500000
	Iteration 45Q: 3 clusters Score -3722030 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -3722043.000000 Penalty: 5127.500000
	Iteration 46Q: 3 clusters Score -3722043 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -3722060.000000 Penalty: 5127.500000
	Iteration 47Q: 3 clusters Score -3722060 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -3722076.750000 Penalty: 5127.500000
	Iteration 48Q: 3 clusters Score -3722077 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -3722084.000000 Penalty: 5127.500000
	Iteration 49Q: 3 clusters Score -3722084 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -3722102.000000 Penalty: 5127.500000
	Iteration 50Q: 3 clusters Score -3722102 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -3722105.500000 Penalty: 5127.500000
	Iteration 51Q: 3 clusters Score -3722106 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -3722115.750000 Penalty: 5127.500000
	Iteration 52Q: 3 clusters Score -3722116 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -3722134.000000 Penalty: 5127.500000
	Iteration 53Q: 3 clusters Score -3722134 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -3722149.750000 Penalty: 5127.500000
	Iteration 54Q: 3 clusters Score -3722150 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -3722171.000000 Penalty: 5127.500000
	Iteration 55Q: 3 clusters Score -3722171 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -3722174.250000 Penalty: 5127.500000
	Iteration 56Q: 3 clusters Score -3722174 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -3722179.250000 Penalty: 5127.500000
	Iteration 57Q: 3 clusters Score -3722179 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -3722179.500000 Penalty: 5127.500000
	Iteration 58Q: 3 clusters Score -3722180 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -3722210.000000 Penalty: 5127.500000
	Iteration 59Q: 3 clusters Score -3722210 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -3722209.000000 Penalty: 5127.500000
	Iteration 60F: 3 clusters Score -3722209 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -3722230.250000 Penalty: 5127.500000
	Iteration 61Q: 3 clusters Score -3722230 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -3722239.500000 Penalty: 5127.500000
	Iteration 62Q: 3 clusters Score -3722240 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -3722251.000000 Penalty: 5127.500000
	Iteration 63Q: 3 clusters Score -3722251 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -3722263.250000 Penalty: 5127.500000
	Iteration 64Q: 3 clusters Score -3722263 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -3722272.250000 Penalty: 5127.500000
	Iteration 65Q: 3 clusters Score -3722272 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -3722288.250000 Penalty: 5127.500000
	Iteration 66Q: 3 clusters Score -3722288 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -3722308.750000 Penalty: 5127.500000
	Iteration 67Q: 3 clusters Score -3722309 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -3722312.750000 Penalty: 5127.500000
	Iteration 68Q: 3 clusters Score -3722313 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -3722327.500000 Penalty: 5127.500000
	Iteration 69Q: 3 clusters Score -3722328 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -3722341.500000 Penalty: 5127.500000
	Iteration 70Q: 3 clusters Score -3722342 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -3722340.500000 Penalty: 5127.500000
	Iteration 71Q: 3 clusters Score -3722340 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -3722351.000000 Penalty: 5127.500000
	Iteration 72Q: 3 clusters Score -3722351 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -3722347.250000 Penalty: 5127.500000
	Iteration 73Q: 3 clusters Score -3722347 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -3722353.500000 Penalty: 5127.500000
	Iteration 74Q: 3 clusters Score -3722354 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -3722346.500000 Penalty: 5127.500000
	Iteration 75Q: 3 clusters Score -3722346 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -3722365.750000 Penalty: 5127.500000
	Iteration 76Q: 3 clusters Score -3722366 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -3722363.000000 Penalty: 5127.500000
	Iteration 77Q: 3 clusters Score -3722363 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -3722367.750000 Penalty: 5127.500000
	Iteration 78Q: 3 clusters Score -3722368 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -3722358.500000 Penalty: 5127.500000
	Iteration 79Q: 3 clusters Score -3722358 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -3722370.000000 Penalty: 5127.500000
	Iteration 80F: 3 clusters Score -3722370 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -3722369.500000 Penalty: 5127.500000
	Iteration 81Q: 3 clusters Score -3722370 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -3722369.250000 Penalty: 5127.500000
	Iteration 82Q: 3 clusters Score -3722369 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -3722361.750000 Penalty: 5127.500000
	Iteration 83Q: 3 clusters Score -3722362 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -3722362.000000 Penalty: 5127.500000
	Iteration 84Q: 3 clusters Score -3722362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -3722362.000000 Penalty: 5127.500000
	Iteration 85Q: 3 clusters Score -3722362 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -3722370.750000 Penalty: 5127.500000
	Iteration 86Q: 3 clusters Score -3722371 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -3722375.000000 Penalty: 5127.500000
	Iteration 87Q: 3 clusters Score -3722375 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -3722392.500000 Penalty: 5127.500000
	Iteration 88Q: 3 clusters Score -3722392 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -3722386.500000 Penalty: 5127.500000
	Iteration 89Q: 3 clusters Score -3722386 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -3722382.250000 Penalty: 5127.500000
	Iteration 90Q: 3 clusters Score -3722382 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -3722376.750000 Penalty: 5127.500000
	Iteration 91Q: 3 clusters Score -3722377 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -3722377.750000 Penalty: 5127.500000
	Iteration 92Q: 3 clusters Score -3722378 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -3722389.000000 Penalty: 5127.500000
	Iteration 93Q: 3 clusters Score -3722389 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -3722390.250000 Penalty: 5127.500000
	Iteration 94Q: 3 clusters Score -3722390 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -3722399.500000 Penalty: 5127.500000
	Iteration 95Q: 3 clusters Score -3722400 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -3722403.000000 Penalty: 5127.500000
	Iteration 96Q: 3 clusters Score -3722403 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -3722405.500000 Penalty: 5127.500000
	Iteration 97Q: 3 clusters Score -3722406 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -3722413.500000 Penalty: 5127.500000
	Iteration 98Q: 3 clusters Score -3722414 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -3722425.750000 Penalty: 5127.500000
	Iteration 99Q: 3 clusters Score -3722426 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23382 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -3722433.750000 Penalty: 5127.500000
	Iteration 100F: 3 clusters Score -3722434 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -3722434.500000 Penalty: 5127.500000
	Iteration 101Q: 3 clusters Score -3722434 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -3722435.500000 Penalty: 5127.500000
	Iteration 102Q: 3 clusters Score -3722436 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -3722444.500000 Penalty: 5127.500000
	Iteration 103Q: 3 clusters Score -3722444 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -3722442.000000 Penalty: 5127.500000
	Iteration 104Q: 3 clusters Score -3722442 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -3722443.000000 Penalty: 5127.500000
	Iteration 105Q: 3 clusters Score -3722443 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -3722443.250000 Penalty: 5127.500000
	Iteration 106Q: 3 clusters Score -3722443 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -3722453.000000 Penalty: 5127.500000
	Iteration 107Q: 3 clusters Score -3722453 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -3722461.750000 Penalty: 5127.500000
	Iteration 108Q: 3 clusters Score -3722462 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -3722456.750000 Penalty: 5127.500000
	Iteration 109Q: 3 clusters Score -3722457 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -3722458.250000 Penalty: 5127.500000
	Iteration 110Q: 3 clusters Score -3722458 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -3722462.750000 Penalty: 5127.500000
	Iteration 111Q: 3 clusters Score -3722463 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -3722465.250000 Penalty: 5127.500000
	Iteration 112Q: 3 clusters Score -3722465 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -3722471.250000 Penalty: 5127.500000
	Iteration 113Q: 3 clusters Score -3722471 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -3722465.250000 Penalty: 5127.500000
	Iteration 114Q: 3 clusters Score -3722465 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -3722471.250000 Penalty: 5127.500000
	Iteration 115Q: 3 clusters Score -3722471 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -3722474.500000 Penalty: 5127.500000
	Iteration 116Q: 3 clusters Score -3722474 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -3722475.500000 Penalty: 5127.500000
	Iteration 117Q: 3 clusters Score -3722476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -3722467.750000 Penalty: 5127.500000
	Iteration 118Q: 3 clusters Score -3722468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -3722468.000000 Penalty: 5127.500000
	Iteration 119Q: 3 clusters Score -3722468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -3722470.500000 Penalty: 5127.500000
	Iteration 120F: 3 clusters Score -3722470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -3722469.750000 Penalty: 5127.500000
	Iteration 121Q: 3 clusters Score -3722470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -3722470.500000 Penalty: 5127.500000
	Iteration 122Q: 3 clusters Score -3722470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -3722468.500000 Penalty: 5127.500000
	Iteration 123Q: 3 clusters Score -3722468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -3722469.250000 Penalty: 5127.500000
	Iteration 124Q: 3 clusters Score -3722469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -3722472.000000 Penalty: 5127.500000
	Iteration 125Q: 3 clusters Score -3722472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -3722470.250000 Penalty: 5127.500000
	Iteration 126Q: 3 clusters Score -3722470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -3722474.000000 Penalty: 5127.500000
	Iteration 127Q: 3 clusters Score -3722474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -3722475.500000 Penalty: 5127.500000
	Iteration 128Q: 3 clusters Score -3722476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -3722479.250000 Penalty: 5127.500000
	Iteration 129Q: 3 clusters Score -3722479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -3722477.500000 Penalty: 5127.500000
	Iteration 130Q: 3 clusters Score -3722478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -3722476.250000 Penalty: 5127.500000
	Iteration 131Q: 3 clusters Score -3722476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -3722478.750000 Penalty: 5127.500000
	Iteration 132Q: 3 clusters Score -3722479 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -3722479.250000 Penalty: 5127.500000
	Iteration 133Q: 3 clusters Score -3722479 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -3722476.750000 Penalty: 5127.500000
	Iteration 134Q: 3 clusters Score -3722477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -3722486.250000 Penalty: 5127.500000
	Iteration 135Q: 3 clusters Score -3722486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -3722490.000000 Penalty: 5127.500000
	Iteration 136Q: 3 clusters Score -3722490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -3722486.250000 Penalty: 5127.500000
	Iteration 137Q: 3 clusters Score -3722486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -3722495.250000 Penalty: 5127.500000
	Iteration 138Q: 3 clusters Score -3722495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -3722493.250000 Penalty: 5127.500000
	Iteration 139Q: 3 clusters Score -3722493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -3722498.000000 Penalty: 5127.500000
	Iteration 140F: 3 clusters Score -3722498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -3722500.000000 Penalty: 5127.500000
	Iteration 141Q: 3 clusters Score -3722500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -3722492.250000 Penalty: 5127.500000
	Iteration 142Q: 3 clusters Score -3722492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -3722500.250000 Penalty: 5127.500000
	Iteration 143Q: 3 clusters Score -3722500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -3722501.250000 Penalty: 5127.500000
	Iteration 144Q: 3 clusters Score -3722501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -3722497.500000 Penalty: 5127.500000
	Iteration 145Q: 3 clusters Score -3722498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -3722499.250000 Penalty: 5127.500000
	Iteration 146Q: 3 clusters Score -3722499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -3722499.250000 Penalty: 5127.500000
	Iteration 147F: 3 clusters Score -3722499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Entering Unmasked Estep 
Score: -2188062.500000 Penalty: 2431.856934
	Iteration 0F: 2 clusters Score -2188062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -2175251.750000 Penalty: 4863.713867
	Iteration 0F: 3 clusters Score -2175252 nChanged 7840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -2179763.250000 Penalty: 4863.713867
	Iteration 1F: 3 clusters Score -2179763 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -2180390.500000 Penalty: 4863.713867
	Iteration 2F: 3 clusters Score -2180390 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -2181057.750000 Penalty: 4863.713867
	Iteration 3F: 3 clusters Score -2181058 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -2181813.500000 Penalty: 4863.713867
	Iteration 4F: 3 clusters Score -2181814 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -2182613.750000 Penalty: 4863.713867
	Iteration 5F: 3 clusters Score -2182614 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2183448.750000 Penalty: 4863.713867
	Iteration 6F: 3 clusters Score -2183449 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -2184287.250000 Penalty: 4863.713867
	Iteration 7F: 3 clusters Score -2184287 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -2184950.250000 Penalty: 4863.713867
	Iteration 8Q: 3 clusters Score -2184950 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -2185400.250000 Penalty: 4863.713867
	Iteration 9Q: 3 clusters Score -2185400 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -2185660.750000 Penalty: 4863.713867
	Iteration 10Q: 3 clusters Score -2185661 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -2185819.250000 Penalty: 4863.713867
	Iteration 11Q: 3 clusters Score -2185819 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -2185907.500000 Penalty: 4863.713867
	Iteration 12Q: 3 clusters Score -2185908 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -2185960.000000 Penalty: 4863.713867
	Iteration 13Q: 3 clusters Score -2185960 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -2185996.250000 Penalty: 4863.713867
	Iteration 14Q: 3 clusters Score -2185996 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -2186026.500000 Penalty: 4863.713867
	Iteration 15Q: 3 clusters Score -2186026 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -2186058.000000 Penalty: 4863.713867
	Iteration 16Q: 3 clusters Score -2186058 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -2186078.250000 Penalty: 4863.713867
	Iteration 17Q: 3 clusters Score -2186078 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -2186093.500000 Penalty: 4863.713867
	Iteration 18Q: 3 clusters Score -2186094 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -2186114.250000 Penalty: 4863.713867
	Iteration 19Q: 3 clusters Score -2186114 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -2186148.500000 Penalty: 4863.713867
	Iteration 20F: 3 clusters Score -2186148 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -2186158.000000 Penalty: 4863.713867
	Iteration 21Q: 3 clusters Score -2186158 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -2186179.000000 Penalty: 4863.713867
	Iteration 22Q: 3 clusters Score -2186179 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -2186188.250000 Penalty: 4863.713867
	Iteration 23Q: 3 clusters Score -2186188 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -2186199.000000 Penalty: 4863.713867
	Iteration 24Q: 3 clusters Score -2186199 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -2186207.750000 Penalty: 4863.713867
	Iteration 25Q: 3 clusters Score -2186208 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -2186217.000000 Penalty: 4863.713867
	Iteration 26Q: 3 clusters Score -2186217 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -2186227.250000 Penalty: 4863.713867
	Iteration 27Q: 3 clusters Score -2186227 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -2186238.250000 Penalty: 4863.713867
	Iteration 28Q: 3 clusters Score -2186238 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -2186246.250000 Penalty: 4863.713867
	Iteration 29Q: 3 clusters Score -2186246 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -2186259.250000 Penalty: 4863.713867
	Iteration 30Q: 3 clusters Score -2186259 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -2186264.000000 Penalty: 4863.713867
	Iteration 31Q: 3 clusters Score -2186264 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -2186280.500000 Penalty: 4863.713867
	Iteration 32Q: 3 clusters Score -2186280 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -2186298.000000 Penalty: 4863.713867
	Iteration 33Q: 3 clusters Score -2186298 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -2186303.000000 Penalty: 4863.713867
	Iteration 34Q: 3 clusters Score -2186303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -2186304.000000 Penalty: 4863.713867
	Iteration 35Q: 3 clusters Score -2186304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -2186305.750000 Penalty: 4863.713867
	Iteration 36Q: 3 clusters Score -2186306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -2186310.000000 Penalty: 4863.713867
	Iteration 37Q: 3 clusters Score -2186310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -2186307.500000 Penalty: 4863.713867
	Iteration 38Q: 3 clusters Score -2186308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -2186308.250000 Penalty: 4863.713867
	Iteration 39Q: 3 clusters Score -2186308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -2186306.500000 Penalty: 4863.713867
	Iteration 40F: 3 clusters Score -2186306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -2186307.000000 Penalty: 4863.713867
	Iteration 41Q: 3 clusters Score -2186307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -2186310.750000 Penalty: 4863.713867
	Iteration 42Q: 3 clusters Score -2186311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -2186315.500000 Penalty: 4863.713867
	Iteration 43Q: 3 clusters Score -2186316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -2186317.500000 Penalty: 4863.713867
	Iteration 44Q: 3 clusters Score -2186318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -2186319.750000 Penalty: 4863.713867
	Iteration 45Q: 3 clusters Score -2186320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -2186322.250000 Penalty: 4863.713867
	Iteration 46Q: 3 clusters Score -2186322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -2186324.000000 Penalty: 4863.713867
	Iteration 47Q: 3 clusters Score -2186324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -2186325.250000 Penalty: 4863.713867
	Iteration 48Q: 3 clusters Score -2186325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -2186326.000000 Penalty: 4863.713867
	Iteration 49Q: 3 clusters Score -2186326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -2186324.250000 Penalty: 4863.713867
	Iteration 50Q: 3 clusters Score -2186324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -2186326.250000 Penalty: 4863.713867
	Iteration 51Q: 3 clusters Score -2186326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -2186329.250000 Penalty: 4863.713867
	Iteration 52Q: 3 clusters Score -2186329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -2186332.000000 Penalty: 4863.713867
	Iteration 53Q: 3 clusters Score -2186332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2186329.750000 Penalty: 4863.713867
	Iteration 54Q: 3 clusters Score -2186330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2186329.750000 Penalty: 4863.713867
	Iteration 55F: 3 clusters Score -2186330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (186206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186206 members 
Entering Unmasked Estep 
Score: -22181338.000000 Penalty: 3009.383057
	Iteration 0F: 2 clusters Score -2.218134e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92879 members 
Mstep: Class 2 contains 93327 members 
Entering Unmasked Estep 
Score: -22056918.000000 Penalty: 6018.766113
	Iteration 0F: 3 clusters Score -2.205692e+07 nChanged 89385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91304 members 
Mstep: Class 2 contains 94902 members 
Entering Unmasked Estep 
Score: -22109212.000000 Penalty: 6018.766113
	Iteration 1F: 3 clusters Score -2.210921e+07 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90601 members 
Mstep: Class 2 contains 95605 members 
Entering Unmasked Estep 
Score: -22110244.000000 Penalty: 6018.766113
	Iteration 2Q: 3 clusters Score -2.211024e+07 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89547 members 
Mstep: Class 2 contains 96659 members 
Entering Unmasked Estep 
Score: -22111454.000000 Penalty: 6018.766113
	Iteration 3Q: 3 clusters Score -2.211145e+07 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87995 members 
Mstep: Class 2 contains 98211 members 
Entering Unmasked Estep 
Score: -22112824.000000 Penalty: 6018.766113
	Iteration 4Q: 3 clusters Score -2.211282e+07 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85574 members 
Mstep: Class 2 contains 100632 members 
Entering Unmasked Estep 
Score: -22114632.000000 Penalty: 6018.766113
	Iteration 5Q: 3 clusters Score -2.211463e+07 nChanged 6790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81978 members 
Mstep: Class 2 contains 104228 members 
Entering Unmasked Estep 
Score: -22117198.000000 Penalty: 6018.766113
	Iteration 6Q: 3 clusters Score -2.21172e+07 nChanged 7554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76966 members 
Mstep: Class 2 contains 109240 members 
Entering Unmasked Estep 
Score: -22120726.000000 Penalty: 6018.766113
	Iteration 7Q: 3 clusters Score -2.212073e+07 nChanged 8701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70015 members 
Mstep: Class 2 contains 116191 members 
Entering Unmasked Estep 
Score: -22125366.000000 Penalty: 6018.766113
	Iteration 8Q: 3 clusters Score -2.212537e+07 nChanged 10163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60748 members 
Mstep: Class 2 contains 125458 members 
Entering Unmasked Estep 
Score: -22131850.000000 Penalty: 6018.766113
	Iteration 9F: 3 clusters Score -2.213185e+07 nChanged 11735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49307 members 
Mstep: Class 2 contains 136899 members 
Entering Unmasked Estep 
Score: -22140258.000000 Penalty: 6018.766113
	Iteration 10F: 3 clusters Score -2.214026e+07 nChanged 12862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36513 members 
Mstep: Class 2 contains 149693 members 
Entering Unmasked Estep 
Score: -22150326.000000 Penalty: 6018.766113
	Iteration 11F: 3 clusters Score -2.215033e+07 nChanged 12429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 162114 members 
Entering Unmasked Estep 
Score: -22160242.000000 Penalty: 6018.766113
	Iteration 12F: 3 clusters Score -2.216024e+07 nChanged 10004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 172116 members 
Entering Unmasked Estep 
Score: -22168430.000000 Penalty: 6018.766113
	Iteration 13F: 3 clusters Score -2.216843e+07 nChanged 6696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 178812 members 
Entering Unmasked Estep 
Score: -22173764.000000 Penalty: 6018.766113
	Iteration 14Q: 3 clusters Score -2.217376e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 182404 members 
Entering Unmasked Estep 
Score: -22176406.000000 Penalty: 6018.766113
	Iteration 15Q: 3 clusters Score -2.217641e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 184188 members 
Entering Unmasked Estep 
Score: -22177610.000000 Penalty: 6018.766113
	Iteration 16Q: 3 clusters Score -2.217761e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 184973 members 
Entering Unmasked Estep 
Score: -22178134.000000 Penalty: 6018.766113
	Iteration 17Q: 3 clusters Score -2.217813e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 185318 members 
Entering Unmasked Estep 
Score: -22178372.000000 Penalty: 6018.766113
	Iteration 18Q: 3 clusters Score -2.217837e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 185490 members 
Entering Unmasked Estep 
Score: -22178518.000000 Penalty: 6018.766113
	Iteration 19Q: 3 clusters Score -2.217852e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 185574 members 
Entering Unmasked Estep 
Score: -22178578.000000 Penalty: 6018.766113
	Iteration 20F: 3 clusters Score -2.217858e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 185624 members 
Entering Unmasked Estep 
Score: -22178636.000000 Penalty: 6018.766113
	Iteration 21Q: 3 clusters Score -2.217864e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 185658 members 
Entering Unmasked Estep 
Score: -22178676.000000 Penalty: 6018.766113
	Iteration 22Q: 3 clusters Score -2.217868e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 185684 members 
Entering Unmasked Estep 
Score: -22178706.000000 Penalty: 6018.766113
	Iteration 23Q: 3 clusters Score -2.217871e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 185705 members 
Entering Unmasked Estep 
Score: -22178742.000000 Penalty: 6018.766113
	Iteration 24Q: 3 clusters Score -2.217874e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 185716 members 
Entering Unmasked Estep 
Score: -22178746.000000 Penalty: 6018.766113
	Iteration 25Q: 3 clusters Score -2.217875e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 185732 members 
Entering Unmasked Estep 
Score: -22178756.000000 Penalty: 6018.766113
	Iteration 26Q: 3 clusters Score -2.217876e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 185741 members 
Entering Unmasked Estep 
Score: -22178776.000000 Penalty: 6018.766113
	Iteration 27Q: 3 clusters Score -2.217878e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 185752 members 
Entering Unmasked Estep 
Score: -22178790.000000 Penalty: 6018.766113
	Iteration 28Q: 3 clusters Score -2.217879e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 185752 members 
Entering Unmasked Estep 
Score: -22178794.000000 Penalty: 6018.766113
	Iteration 29Q: 3 clusters Score -2.217879e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 185754 members 
Entering Unmasked Estep 
Score: -22178796.000000 Penalty: 6018.766113
	Iteration 30Q: 3 clusters Score -2.21788e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 185759 members 
Entering Unmasked Estep 
Score: -22178788.000000 Penalty: 6018.766113
	Iteration 31Q: 3 clusters Score -2.217879e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 185755 members 
Entering Unmasked Estep 
Score: -22178802.000000 Penalty: 6018.766113
	Iteration 32Q: 3 clusters Score -2.21788e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 185755 members 
Entering Unmasked Estep 
Score: -22178804.000000 Penalty: 6018.766113
	Iteration 33Q: 3 clusters Score -2.21788e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 185756 members 
Entering Unmasked Estep 
Score: -22178808.000000 Penalty: 6018.766113
	Iteration 34Q: 3 clusters Score -2.217881e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 185760 members 
Entering Unmasked Estep 
Score: -22178822.000000 Penalty: 6018.766113
	Iteration 35Q: 3 clusters Score -2.217882e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 185759 members 
Entering Unmasked Estep 
Score: -22178816.000000 Penalty: 6018.766113
	Iteration 36Q: 3 clusters Score -2.217882e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 185760 members 
Entering Unmasked Estep 
Score: -22178820.000000 Penalty: 6018.766113
	Iteration 37Q: 3 clusters Score -2.217882e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 185762 members 
Entering Unmasked Estep 
Score: -22178818.000000 Penalty: 6018.766113
	Iteration 38Q: 3 clusters Score -2.217882e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 185764 members 
Entering Unmasked Estep 
Score: -22178822.000000 Penalty: 6018.766113
	Iteration 39Q: 3 clusters Score -2.217882e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 185765 members 
Entering Unmasked Estep 
Score: -22178828.000000 Penalty: 6018.766113
	Iteration 40F: 3 clusters Score -2.217883e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 185766 members 
Entering Unmasked Estep 
Score: -22178822.000000 Penalty: 6018.766113
	Iteration 41Q: 3 clusters Score -2.217882e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 185767 members 
Entering Unmasked Estep 
Score: -22178822.000000 Penalty: 6018.766113
	Iteration 42Q: 3 clusters Score -2.217882e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 185767 members 
Entering Unmasked Estep 
Score: -22178822.000000 Penalty: 6018.766113
	Iteration 43F: 3 clusters Score -2.217882e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Entering Unmasked Estep 
Score: -811584.125000 Penalty: 2183.770264
	Iteration 0F: 2 clusters Score -811584.1 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 3284 members 
Entering Unmasked Estep 
Score: -806090.250000 Penalty: 4367.540527
	Iteration 0F: 3 clusters Score -806090.2 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -807766.312500 Penalty: 4367.540527
	Iteration 1F: 3 clusters Score -807766.3 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -808415.312500 Penalty: 4367.540527
	Iteration 2F: 3 clusters Score -808415.3 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -808970.000000 Penalty: 4367.540527
	Iteration 3F: 3 clusters Score -808970 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -809403.750000 Penalty: 4367.540527
	Iteration 4F: 3 clusters Score -809403.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -809805.687500 Penalty: 4367.540527
	Iteration 5F: 3 clusters Score -809805.7 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -810100.562500 Penalty: 4367.540527
	Iteration 6F: 3 clusters Score -810100.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -810369.375000 Penalty: 4367.540527
	Iteration 7Q: 3 clusters Score -810369.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -810571.812500 Penalty: 4367.540527
	Iteration 8Q: 3 clusters Score -810571.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -810712.125000 Penalty: 4367.540527
	Iteration 9Q: 3 clusters Score -810712.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -810828.437500 Penalty: 4367.540527
	Iteration 10Q: 3 clusters Score -810828.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -810894.875000 Penalty: 4367.540527
	Iteration 11Q: 3 clusters Score -810894.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -810946.312500 Penalty: 4367.540527
	Iteration 12Q: 3 clusters Score -810946.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -810983.062500 Penalty: 4367.540527
	Iteration 13Q: 3 clusters Score -810983.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -811015.062500 Penalty: 4367.540527
	Iteration 14Q: 3 clusters Score -811015.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -811031.437500 Penalty: 4367.540527
	Iteration 15Q: 3 clusters Score -811031.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -811046.625000 Penalty: 4367.540527
	Iteration 16Q: 3 clusters Score -811046.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -811056.187500 Penalty: 4367.540527
	Iteration 17Q: 3 clusters Score -811056.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -811066.437500 Penalty: 4367.540527
	Iteration 18Q: 3 clusters Score -811066.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -811078.437500 Penalty: 4367.540527
	Iteration 19Q: 3 clusters Score -811078.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -811090.187500 Penalty: 4367.540527
	Iteration 20F: 3 clusters Score -811090.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -811101.000000 Penalty: 4367.540527
	Iteration 21Q: 3 clusters Score -811101 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -811106.000000 Penalty: 4367.540527
	Iteration 22Q: 3 clusters Score -811106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -811107.812500 Penalty: 4367.540527
	Iteration 23Q: 3 clusters Score -811107.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -811110.937500 Penalty: 4367.540527
	Iteration 24Q: 3 clusters Score -811110.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -811115.312500 Penalty: 4367.540527
	Iteration 25Q: 3 clusters Score -811115.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -811118.375000 Penalty: 4367.540527
	Iteration 26Q: 3 clusters Score -811118.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -811119.250000 Penalty: 4367.540527
	Iteration 27Q: 3 clusters Score -811119.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -811123.750000 Penalty: 4367.540527
	Iteration 28Q: 3 clusters Score -811123.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -811123.437500 Penalty: 4367.540527
	Iteration 29Q: 3 clusters Score -811123.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -811123.437500 Penalty: 4367.540527
	Iteration 30F: 3 clusters Score -811123.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (38191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38191 members 
Entering Unmasked Estep 
Score: -4516658.500000 Penalty: 2616.488037
	Iteration 0F: 2 clusters Score -4516658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -4490722.500000 Penalty: 5232.976074
	Iteration 0F: 3 clusters Score -4490722 nChanged 17525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -4500860.500000 Penalty: 5232.976074
	Iteration 1F: 3 clusters Score -4500860 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -4502304.000000 Penalty: 5232.976074
	Iteration 2F: 3 clusters Score -4502304 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -4504326.000000 Penalty: 5232.976074
	Iteration 3F: 3 clusters Score -4504326 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -4506428.000000 Penalty: 5232.976074
	Iteration 4F: 3 clusters Score -4506428 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -4508103.000000 Penalty: 5232.976074
	Iteration 5F: 3 clusters Score -4508103 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -4509356.500000 Penalty: 5232.976074
	Iteration 6F: 3 clusters Score -4509356 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -4510184.000000 Penalty: 5232.976074
	Iteration 7Q: 3 clusters Score -4510184 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -4510685.500000 Penalty: 5232.976074
	Iteration 8Q: 3 clusters Score -4510686 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -4511008.500000 Penalty: 5232.976074
	Iteration 9Q: 3 clusters Score -4511008 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -4511285.500000 Penalty: 5232.976074
	Iteration 10Q: 3 clusters Score -4511286 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -4511497.000000 Penalty: 5232.976074
	Iteration 11Q: 3 clusters Score -4511497 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -4511688.500000 Penalty: 5232.976074
	Iteration 12Q: 3 clusters Score -4511688 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -4511917.500000 Penalty: 5232.976074
	Iteration 13Q: 3 clusters Score -4511918 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 26707 members 
Entering Unmasked Estep 
Score: -4512153.500000 Penalty: 5232.976074
	Iteration 14Q: 3 clusters Score -4512154 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 27363 members 
Entering Unmasked Estep 
Score: -4512339.000000 Penalty: 5232.976074
	Iteration 15Q: 3 clusters Score -4512339 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 27987 members 
Entering Unmasked Estep 
Score: -4512539.500000 Penalty: 5232.976074
	Iteration 16Q: 3 clusters Score -4512540 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -4512737.000000 Penalty: 5232.976074
	Iteration 17Q: 3 clusters Score -4512737 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -4512894.500000 Penalty: 5232.976074
	Iteration 18Q: 3 clusters Score -4512894 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -4513054.500000 Penalty: 5232.976074
	Iteration 19Q: 3 clusters Score -4513054 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
Score: -4513211.500000 Penalty: 5232.976074
	Iteration 20F: 3 clusters Score -4513212 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 30623 members 
Entering Unmasked Estep 
Score: -4513358.500000 Penalty: 5232.976074
	Iteration 21Q: 3 clusters Score -4513358 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 31036 members 
Entering Unmasked Estep 
Score: -4513480.000000 Penalty: 5232.976074
	Iteration 22Q: 3 clusters Score -4513480 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 31451 members 
Entering Unmasked Estep 
Score: -4513632.000000 Penalty: 5232.976074
	Iteration 23Q: 3 clusters Score -4513632 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 31841 members 
Entering Unmasked Estep 
Score: -4513730.000000 Penalty: 5232.976074
	Iteration 24Q: 3 clusters Score -4513730 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 32190 members 
Entering Unmasked Estep 
Score: -4513842.000000 Penalty: 5232.976074
	Iteration 25Q: 3 clusters Score -4513842 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 32492 members 
Entering Unmasked Estep 
Score: -4513922.500000 Penalty: 5232.976074
	Iteration 26Q: 3 clusters Score -4513922 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 32771 members 
Entering Unmasked Estep 
Score: -4514000.500000 Penalty: 5232.976074
	Iteration 27Q: 3 clusters Score -4514000 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -4514092.500000 Penalty: 5232.976074
	Iteration 28Q: 3 clusters Score -4514092 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -4514170.000000 Penalty: 5232.976074
	Iteration 29Q: 3 clusters Score -4514170 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -4514231.000000 Penalty: 5232.976074
	Iteration 30Q: 3 clusters Score -4514231 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 33749 members 
Entering Unmasked Estep 
Score: -4514277.000000 Penalty: 5232.976074
	Iteration 31Q: 3 clusters Score -4514277 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 33916 members 
Entering Unmasked Estep 
Score: -4514342.000000 Penalty: 5232.976074
	Iteration 32Q: 3 clusters Score -4514342 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 34080 members 
Entering Unmasked Estep 
Score: -4514384.500000 Penalty: 5232.976074
	Iteration 33Q: 3 clusters Score -4514384 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -4514425.500000 Penalty: 5232.976074
	Iteration 34Q: 3 clusters Score -4514426 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 34328 members 
Entering Unmasked Estep 
Score: -4514450.000000 Penalty: 5232.976074
	Iteration 35Q: 3 clusters Score -4514450 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 34429 members 
Entering Unmasked Estep 
Score: -4514474.000000 Penalty: 5232.976074
	Iteration 36Q: 3 clusters Score -4514474 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 34518 members 
Entering Unmasked Estep 
Score: -4514495.000000 Penalty: 5232.976074
	Iteration 37Q: 3 clusters Score -4514495 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 34608 members 
Entering Unmasked Estep 
Score: -4514525.500000 Penalty: 5232.976074
	Iteration 38Q: 3 clusters Score -4514526 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 34696 members 
Entering Unmasked Estep 
Score: -4514572.000000 Penalty: 5232.976074
	Iteration 39Q: 3 clusters Score -4514572 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 34804 members 
Entering Unmasked Estep 
Score: -4514588.000000 Penalty: 5232.976074
	Iteration 40F: 3 clusters Score -4514588 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
Score: -4514608.500000 Penalty: 5232.976074
	Iteration 41Q: 3 clusters Score -4514608 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 34961 members 
Entering Unmasked Estep 
Score: -4514634.500000 Penalty: 5232.976074
	Iteration 42Q: 3 clusters Score -4514634 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 35026 members 
Entering Unmasked Estep 
Score: -4514644.000000 Penalty: 5232.976074
	Iteration 43Q: 3 clusters Score -4514644 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 35078 members 
Entering Unmasked Estep 
Score: -4514657.500000 Penalty: 5232.976074
	Iteration 44Q: 3 clusters Score -4514658 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -4514672.500000 Penalty: 5232.976074
	Iteration 45Q: 3 clusters Score -4514672 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 35155 members 
Entering Unmasked Estep 
Score: -4514671.500000 Penalty: 5232.976074
	Iteration 46Q: 3 clusters Score -4514672 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 35188 members 
Entering Unmasked Estep 
Score: -4514687.000000 Penalty: 5232.976074
	Iteration 47Q: 3 clusters Score -4514687 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 35223 members 
Entering Unmasked Estep 
Score: -4514693.000000 Penalty: 5232.976074
	Iteration 48Q: 3 clusters Score -4514693 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 35243 members 
Entering Unmasked Estep 
Score: -4514696.500000 Penalty: 5232.976074
	Iteration 49Q: 3 clusters Score -4514696 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 35260 members 
Entering Unmasked Estep 
Score: -4514701.500000 Penalty: 5232.976074
	Iteration 50Q: 3 clusters Score -4514702 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 35276 members 
Entering Unmasked Estep 
Score: -4514702.000000 Penalty: 5232.976074
	Iteration 51Q: 3 clusters Score -4514702 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 35301 members 
Entering Unmasked Estep 
Score: -4514705.000000 Penalty: 5232.976074
	Iteration 52Q: 3 clusters Score -4514705 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 35318 members 
Entering Unmasked Estep 
Score: -4514717.000000 Penalty: 5232.976074
	Iteration 53Q: 3 clusters Score -4514717 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -4514722.500000 Penalty: 5232.976074
	Iteration 54Q: 3 clusters Score -4514722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 35335 members 
Entering Unmasked Estep 
Score: -4514724.000000 Penalty: 5232.976074
	Iteration 55Q: 3 clusters Score -4514724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 35345 members 
Entering Unmasked Estep 
Score: -4514722.000000 Penalty: 5232.976074
	Iteration 56Q: 3 clusters Score -4514722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 35346 members 
Entering Unmasked Estep 
Score: -4514722.000000 Penalty: 5232.976074
	Iteration 57Q: 3 clusters Score -4514722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 35354 members 
Entering Unmasked Estep 
Score: -4514715.000000 Penalty: 5232.976074
	Iteration 58Q: 3 clusters Score -4514715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 35363 members 
Entering Unmasked Estep 
Score: -4514714.000000 Penalty: 5232.976074
	Iteration 59Q: 3 clusters Score -4514714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 35371 members 
Entering Unmasked Estep 
Score: -4514715.000000 Penalty: 5232.976074
	Iteration 60F: 3 clusters Score -4514715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 35380 members 
Entering Unmasked Estep 
Score: -4514722.000000 Penalty: 5232.976074
	Iteration 61Q: 3 clusters Score -4514722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 35394 members 
Entering Unmasked Estep 
Score: -4514720.500000 Penalty: 5232.976074
	Iteration 62Q: 3 clusters Score -4514720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 35402 members 
Entering Unmasked Estep 
Score: -4514723.500000 Penalty: 5232.976074
	Iteration 63Q: 3 clusters Score -4514724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 35408 members 
Entering Unmasked Estep 
Score: -4514721.500000 Penalty: 5232.976074
	Iteration 64Q: 3 clusters Score -4514722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 35414 members 
Entering Unmasked Estep 
Score: -4514722.000000 Penalty: 5232.976074
	Iteration 65Q: 3 clusters Score -4514722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 35420 members 
Entering Unmasked Estep 
Score: -4514723.500000 Penalty: 5232.976074
	Iteration 66Q: 3 clusters Score -4514724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 35422 members 
Entering Unmasked Estep 
Score: -4514728.500000 Penalty: 5232.976074
	Iteration 67Q: 3 clusters Score -4514728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 35424 members 
Entering Unmasked Estep 
Score: -4514730.000000 Penalty: 5232.976074
	Iteration 68Q: 3 clusters Score -4514730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 35431 members 
Entering Unmasked Estep 
Score: -4514730.000000 Penalty: 5232.976074
	Iteration 69Q: 3 clusters Score -4514730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 35435 members 
Entering Unmasked Estep 
Score: -4514731.500000 Penalty: 5232.976074
	Iteration 70Q: 3 clusters Score -4514732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -4514730.500000 Penalty: 5232.976074
	Iteration 71Q: 3 clusters Score -4514730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 35448 members 
Entering Unmasked Estep 
Score: -4514722.000000 Penalty: 5232.976074
	Iteration 72Q: 3 clusters Score -4514722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 35453 members 
Entering Unmasked Estep 
Score: -4514721.000000 Penalty: 5232.976074
	Iteration 73Q: 3 clusters Score -4514721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 35456 members 
Entering Unmasked Estep 
Score: -4514719.500000 Penalty: 5232.976074
	Iteration 74Q: 3 clusters Score -4514720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 35461 members 
Entering Unmasked Estep 
Score: -4514724.000000 Penalty: 5232.976074
	Iteration 75Q: 3 clusters Score -4514724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 35465 members 
Entering Unmasked Estep 
Score: -4514734.000000 Penalty: 5232.976074
	Iteration 76Q: 3 clusters Score -4514734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 35472 members 
Entering Unmasked Estep 
Score: -4514736.500000 Penalty: 5232.976074
	Iteration 77Q: 3 clusters Score -4514736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 35480 members 
Entering Unmasked Estep 
Score: -4514742.000000 Penalty: 5232.976074
	Iteration 78Q: 3 clusters Score -4514742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 35486 members 
Entering Unmasked Estep 
Score: -4514741.000000 Penalty: 5232.976074
	Iteration 79Q: 3 clusters Score -4514741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 35493 members 
Entering Unmasked Estep 
Score: -4514743.500000 Penalty: 5232.976074
	Iteration 80F: 3 clusters Score -4514744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 35495 members 
Entering Unmasked Estep 
Score: -4514750.000000 Penalty: 5232.976074
	Iteration 81Q: 3 clusters Score -4514750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 35497 members 
Entering Unmasked Estep 
Score: -4514751.000000 Penalty: 5232.976074
	Iteration 82Q: 3 clusters Score -4514751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 35502 members 
Entering Unmasked Estep 
Score: -4514750.000000 Penalty: 5232.976074
	Iteration 83Q: 3 clusters Score -4514750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 35505 members 
Entering Unmasked Estep 
Score: -4514743.500000 Penalty: 5232.976074
	Iteration 84Q: 3 clusters Score -4514744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 35506 members 
Entering Unmasked Estep 
Score: -4514742.000000 Penalty: 5232.976074
	Iteration 85Q: 3 clusters Score -4514742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 35507 members 
Entering Unmasked Estep 
Score: -4514742.000000 Penalty: 5232.976074
	Iteration 86Q: 3 clusters Score -4514742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 35512 members 
Entering Unmasked Estep 
Score: -4514746.500000 Penalty: 5232.976074
	Iteration 87Q: 3 clusters Score -4514746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 35517 members 
Entering Unmasked Estep 
Score: -4514747.500000 Penalty: 5232.976074
	Iteration 88Q: 3 clusters Score -4514748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -4514747.500000 Penalty: 5232.976074
	Iteration 89Q: 3 clusters Score -4514748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 35529 members 
Entering Unmasked Estep 
Score: -4514744.500000 Penalty: 5232.976074
	Iteration 90Q: 3 clusters Score -4514744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 35537 members 
Entering Unmasked Estep 
Score: -4514753.500000 Penalty: 5232.976074
	Iteration 91Q: 3 clusters Score -4514754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 35548 members 
Entering Unmasked Estep 
Score: -4514745.000000 Penalty: 5232.976074
	Iteration 92Q: 3 clusters Score -4514745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 35549 members 
Entering Unmasked Estep 
Score: -4514747.500000 Penalty: 5232.976074
	Iteration 93Q: 3 clusters Score -4514748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 35553 members 
Entering Unmasked Estep 
Score: -4514744.500000 Penalty: 5232.976074
	Iteration 94Q: 3 clusters Score -4514744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 35556 members 
Entering Unmasked Estep 
Score: -4514746.500000 Penalty: 5232.976074
	Iteration 95Q: 3 clusters Score -4514746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 35556 members 
Entering Unmasked Estep 
Score: -4514746.500000 Penalty: 5232.976074
	Iteration 96F: 3 clusters Score -4514746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Entering Unmasked Estep 
Score: -945611.125000 Penalty: 2236.215576
	Iteration 0F: 2 clusters Score -945611.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -939242.187500 Penalty: 4472.431152
	Iteration 0F: 3 clusters Score -939242.2 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -941540.250000 Penalty: 4472.431152
	Iteration 1F: 3 clusters Score -941540.2 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -942356.312500 Penalty: 4472.431152
	Iteration 2F: 3 clusters Score -942356.3 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -942961.625000 Penalty: 4472.431152
	Iteration 3F: 3 clusters Score -942961.6 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -943376.312500 Penalty: 4472.431152
	Iteration 4F: 3 clusters Score -943376.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -943625.437500 Penalty: 4472.431152
	Iteration 5Q: 3 clusters Score -943625.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -943814.500000 Penalty: 4472.431152
	Iteration 6Q: 3 clusters Score -943814.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -943953.125000 Penalty: 4472.431152
	Iteration 7Q: 3 clusters Score -943953.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -944058.312500 Penalty: 4472.431152
	Iteration 8Q: 3 clusters Score -944058.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -944157.312500 Penalty: 4472.431152
	Iteration 9Q: 3 clusters Score -944157.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -944230.937500 Penalty: 4472.431152
	Iteration 10Q: 3 clusters Score -944230.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -944284.000000 Penalty: 4472.431152
	Iteration 11Q: 3 clusters Score -944284 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -944326.000000 Penalty: 4472.431152
	Iteration 12Q: 3 clusters Score -944326 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -944366.187500 Penalty: 4472.431152
	Iteration 13Q: 3 clusters Score -944366.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -944399.625000 Penalty: 4472.431152
	Iteration 14Q: 3 clusters Score -944399.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -944426.687500 Penalty: 4472.431152
	Iteration 15Q: 3 clusters Score -944426.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -944438.562500 Penalty: 4472.431152
	Iteration 16Q: 3 clusters Score -944438.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -944449.312500 Penalty: 4472.431152
	Iteration 17Q: 3 clusters Score -944449.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -944456.312500 Penalty: 4472.431152
	Iteration 18Q: 3 clusters Score -944456.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -944460.750000 Penalty: 4472.431152
	Iteration 19Q: 3 clusters Score -944460.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -944468.125000 Penalty: 4472.431152
	Iteration 20F: 3 clusters Score -944468.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -944470.375000 Penalty: 4472.431152
	Iteration 21Q: 3 clusters Score -944470.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -944477.375000 Penalty: 4472.431152
	Iteration 22Q: 3 clusters Score -944477.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -944478.625000 Penalty: 4472.431152
	Iteration 23Q: 3 clusters Score -944478.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -944481.250000 Penalty: 4472.431152
	Iteration 24Q: 3 clusters Score -944481.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -944483.437500 Penalty: 4472.431152
	Iteration 25Q: 3 clusters Score -944483.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -944488.687500 Penalty: 4472.431152
	Iteration 26Q: 3 clusters Score -944488.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -944490.250000 Penalty: 4472.431152
	Iteration 27Q: 3 clusters Score -944490.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -944496.312500 Penalty: 4472.431152
	Iteration 28Q: 3 clusters Score -944496.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -944498.187500 Penalty: 4472.431152
	Iteration 29Q: 3 clusters Score -944498.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -944503.375000 Penalty: 4472.431152
	Iteration 30Q: 3 clusters Score -944503.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -944508.937500 Penalty: 4472.431152
	Iteration 31Q: 3 clusters Score -944508.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -944516.000000 Penalty: 4472.431152
	Iteration 32Q: 3 clusters Score -944516 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -944524.250000 Penalty: 4472.431152
	Iteration 33Q: 3 clusters Score -944524.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -944527.562500 Penalty: 4472.431152
	Iteration 34Q: 3 clusters Score -944527.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -944531.812500 Penalty: 4472.431152
	Iteration 35Q: 3 clusters Score -944531.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -944535.937500 Penalty: 4472.431152
	Iteration 36Q: 3 clusters Score -944535.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -944541.250000 Penalty: 4472.431152
	Iteration 37Q: 3 clusters Score -944541.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -944546.875000 Penalty: 4472.431152
	Iteration 38Q: 3 clusters Score -944546.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -944551.437500 Penalty: 4472.431152
	Iteration 39Q: 3 clusters Score -944551.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -944559.125000 Penalty: 4472.431152
	Iteration 40F: 3 clusters Score -944559.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -944565.250000 Penalty: 4472.431152
	Iteration 41Q: 3 clusters Score -944565.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -944574.625000 Penalty: 4472.431152
	Iteration 42Q: 3 clusters Score -944574.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -944588.750000 Penalty: 4472.431152
	Iteration 43Q: 3 clusters Score -944588.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -944600.625000 Penalty: 4472.431152
	Iteration 44Q: 3 clusters Score -944600.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -944615.625000 Penalty: 4472.431152
	Iteration 45Q: 3 clusters Score -944615.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -944636.500000 Penalty: 4472.431152
	Iteration 46Q: 3 clusters Score -944636.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -944662.625000 Penalty: 4472.431152
	Iteration 47Q: 3 clusters Score -944662.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -944695.062500 Penalty: 4472.431152
	Iteration 48Q: 3 clusters Score -944695.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -944744.812500 Penalty: 4472.431152
	Iteration 49Q: 3 clusters Score -944744.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -944808.625000 Penalty: 4472.431152
	Iteration 50Q: 3 clusters Score -944808.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -944911.875000 Penalty: 4472.431152
	Iteration 51Q: 3 clusters Score -944911.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -945045.500000 Penalty: 4472.431152
	Iteration 52Q: 3 clusters Score -945045.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -945179.750000 Penalty: 4472.431152
	Iteration 53Q: 3 clusters Score -945179.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -945306.250000 Penalty: 4472.431152
	Iteration 54Q: 3 clusters Score -945306.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -945413.000000 Penalty: 4472.431152
	Iteration 55Q: 3 clusters Score -945413 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -945503.187500 Penalty: 4472.431152
	Iteration 56Q: 3 clusters Score -945503.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -945600.500000 Penalty: 4472.431152
	Iteration 57Q: 3 clusters Score -945600.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -945672.062500 Penalty: 4472.431152
	Iteration 58Q: 3 clusters Score -945672.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -945722.312500 Penalty: 4472.431152
	Iteration 59Q: 3 clusters Score -945722.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -945769.687500 Penalty: 4472.431152
	Iteration 60F: 3 clusters Score -945769.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -945815.312500 Penalty: 4472.431152
	Iteration 61Q: 3 clusters Score -945815.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -945849.687500 Penalty: 4472.431152
	Iteration 62Q: 3 clusters Score -945849.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -945881.250000 Penalty: 4472.431152
	Iteration 63Q: 3 clusters Score -945881.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -945918.000000 Penalty: 4472.431152
	Iteration 64Q: 3 clusters Score -945918 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -945949.812500 Penalty: 4472.431152
	Iteration 65Q: 3 clusters Score -945949.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -945985.312500 Penalty: 4472.431152
	Iteration 66Q: 3 clusters Score -945985.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -946009.562500 Penalty: 4472.431152
	Iteration 67Q: 3 clusters Score -946009.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -946033.625000 Penalty: 4472.431152
	Iteration 68Q: 3 clusters Score -946033.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -946053.000000 Penalty: 4472.431152
	Iteration 69Q: 3 clusters Score -946053 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -946069.375000 Penalty: 4472.431152
	Iteration 70Q: 3 clusters Score -946069.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -946082.937500 Penalty: 4472.431152
	Iteration 71Q: 3 clusters Score -946082.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -946102.000000 Penalty: 4472.431152
	Iteration 72Q: 3 clusters Score -946102 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -946115.562500 Penalty: 4472.431152
	Iteration 73Q: 3 clusters Score -946115.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -946121.437500 Penalty: 4472.431152
	Iteration 74Q: 3 clusters Score -946121.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -946131.437500 Penalty: 4472.431152
	Iteration 75Q: 3 clusters Score -946131.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -946136.875000 Penalty: 4472.431152
	Iteration 76Q: 3 clusters Score -946136.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -946146.750000 Penalty: 4472.431152
	Iteration 77Q: 3 clusters Score -946146.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -946152.375000 Penalty: 4472.431152
	Iteration 78Q: 3 clusters Score -946152.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -946155.375000 Penalty: 4472.431152
	Iteration 79Q: 3 clusters Score -946155.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -946157.687500 Penalty: 4472.431152
	Iteration 80F: 3 clusters Score -946157.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -946159.312500 Penalty: 4472.431152
	Iteration 81Q: 3 clusters Score -946159.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -946163.625000 Penalty: 4472.431152
	Iteration 82Q: 3 clusters Score -946163.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -946164.562500 Penalty: 4472.431152
	Iteration 83Q: 3 clusters Score -946164.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -946162.875000 Penalty: 4472.431152
	Iteration 84Q: 3 clusters Score -946162.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -946162.875000 Penalty: 4472.431152
	Iteration 85F: 3 clusters Score -946162.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58748 members 
Mstep: Class 2 contains 156390 members 
Mstep: Class 3 contains 7385 members 
Mstep: Class 4 contains 178726 members 
Mstep: Class 5 contains 10570 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 30875 members 
Mstep: Class 8 contains 18140 members 
Mstep: Class 9 contains 186206 members 
Mstep: Class 10 contains 6671 members 
Mstep: Class 11 contains 38191 members 
Mstep: Class 12 contains 2262 members 
Mstep: Class 13 contains 10543 members 
Mstep: Class 14 contains 7993 members 
Mstep: Class 15 contains 8319 members 
Mstep: Class 16 contains 8237 members 
Mstep: Class 17 contains 73192 members 
Mstep: Class 18 contains 5422 members 
Mstep: Class 19 contains 12590 members 
Mstep: Class 20 contains 2988 members 
Mstep: Class 21 contains 294521 members 
Mstep: Class 22 contains 41556 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 281928 members 
Mstep: Class 25 contains 16273 members 
Mstep: Class 26 contains 21488 members 
Mstep: Class 27 contains 17306 members 
Mstep: Class 28 contains 11422 members 
Mstep: Class 29 contains 5787 members 
Mstep: Class 30 contains 39938 members 
Mstep: Class 31 contains 2225 members 
Mstep: Class 32 contains 10498 members 
Mstep: Class 33 contains 8396 members 
Mstep: Class 34 contains 213402 members 
Mstep: Class 35 contains 172018 members 
Mstep: Class 36 contains 10281 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10859 members 
Mstep: Class 39 contains 5980 members 
Entering Unmasked Estep 
Score: -235409504.000000 Penalty: 140280.062500
Splitting cluster 12 changes total score from -235410288.000000 to -235409504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (10543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Entering Unmasked Estep 
Score: -1210596.250000 Penalty: 2297.277832
	Iteration 0F: 2 clusters Score -1210596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1202603.125000 Penalty: 4594.555664
	Iteration 0F: 3 clusters Score -1202603 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1205127.000000 Penalty: 4594.555664
	Iteration 1F: 3 clusters Score -1205127 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1205615.625000 Penalty: 4594.555664
	Iteration 2F: 3 clusters Score -1205616 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1206118.125000 Penalty: 4594.555664
	Iteration 3F: 3 clusters Score -1206118 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1206699.250000 Penalty: 4594.555664
	Iteration 4F: 3 clusters Score -1206699 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1207220.000000 Penalty: 4594.555664
	Iteration 5F: 3 clusters Score -1207220 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1207658.625000 Penalty: 4594.555664
	Iteration 6F: 3 clusters Score -1207659 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1208017.500000 Penalty: 4594.555664
	Iteration 7Q: 3 clusters Score -1208018 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1208321.250000 Penalty: 4594.555664
	Iteration 8Q: 3 clusters Score -1208321 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1208539.500000 Penalty: 4594.555664
	Iteration 9Q: 3 clusters Score -1208540 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1208670.125000 Penalty: 4594.555664
	Iteration 10Q: 3 clusters Score -1208670 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1208760.875000 Penalty: 4594.555664
	Iteration 11Q: 3 clusters Score -1208761 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1208827.125000 Penalty: 4594.555664
	Iteration 12Q: 3 clusters Score -1208827 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1208871.125000 Penalty: 4594.555664
	Iteration 13Q: 3 clusters Score -1208871 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1208907.625000 Penalty: 4594.555664
	Iteration 14Q: 3 clusters Score -1208908 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1208934.625000 Penalty: 4594.555664
	Iteration 15Q: 3 clusters Score -1208935 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1208960.000000 Penalty: 4594.555664
	Iteration 16Q: 3 clusters Score -1208960 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1208985.750000 Penalty: 4594.555664
	Iteration 17Q: 3 clusters Score -1208986 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1209015.500000 Penalty: 4594.555664
	Iteration 18Q: 3 clusters Score -1209016 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1209041.750000 Penalty: 4594.555664
	Iteration 19Q: 3 clusters Score -1209042 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1209071.125000 Penalty: 4594.555664
	Iteration 20F: 3 clusters Score -1209071 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1209090.000000 Penalty: 4594.555664
	Iteration 21Q: 3 clusters Score -1209090 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1209110.000000 Penalty: 4594.555664
	Iteration 22Q: 3 clusters Score -1209110 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1209127.500000 Penalty: 4594.555664
	Iteration 23Q: 3 clusters Score -1209128 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1209136.000000 Penalty: 4594.555664
	Iteration 24Q: 3 clusters Score -1209136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1209147.750000 Penalty: 4594.555664
	Iteration 25Q: 3 clusters Score -1209148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1209166.000000 Penalty: 4594.555664
	Iteration 26Q: 3 clusters Score -1209166 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1209181.875000 Penalty: 4594.555664
	Iteration 27Q: 3 clusters Score -1209182 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1209203.500000 Penalty: 4594.555664
	Iteration 28Q: 3 clusters Score -1209204 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1209219.125000 Penalty: 4594.555664
	Iteration 29Q: 3 clusters Score -1209219 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1209243.125000 Penalty: 4594.555664
	Iteration 30Q: 3 clusters Score -1209243 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1209257.875000 Penalty: 4594.555664
	Iteration 31Q: 3 clusters Score -1209258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1209270.250000 Penalty: 4594.555664
	Iteration 32Q: 3 clusters Score -1209270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1209284.875000 Penalty: 4594.555664
	Iteration 33Q: 3 clusters Score -1209285 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1209286.625000 Penalty: 4594.555664
	Iteration 34Q: 3 clusters Score -1209287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1209291.000000 Penalty: 4594.555664
	Iteration 35Q: 3 clusters Score -1209291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1209294.000000 Penalty: 4594.555664
	Iteration 36Q: 3 clusters Score -1209294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1209298.125000 Penalty: 4594.555664
	Iteration 37Q: 3 clusters Score -1209298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1209299.250000 Penalty: 4594.555664
	Iteration 38Q: 3 clusters Score -1209299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1209298.250000 Penalty: 4594.555664
	Iteration 39Q: 3 clusters Score -1209298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1209298.250000 Penalty: 4594.555664
	Iteration 40F: 3 clusters Score -1209298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -900315.187500 Penalty: 2228.607666
	Iteration 0F: 2 clusters Score -900315.2 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 3947 members 
Entering Unmasked Estep 
Score: -893976.187500 Penalty: 4457.215332
	Iteration 0F: 3 clusters Score -893976.2 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -895932.750000 Penalty: 4457.215332
	Iteration 1F: 3 clusters Score -895932.8 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -896449.937500 Penalty: 4457.215332
	Iteration 2F: 3 clusters Score -896449.9 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -896882.875000 Penalty: 4457.215332
	Iteration 3F: 3 clusters Score -896882.9 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -897178.000000 Penalty: 4457.215332
	Iteration 4F: 3 clusters Score -897178 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -897355.062500 Penalty: 4457.215332
	Iteration 5Q: 3 clusters Score -897355.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -897487.687500 Penalty: 4457.215332
	Iteration 6Q: 3 clusters Score -897487.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -897605.625000 Penalty: 4457.215332
	Iteration 7Q: 3 clusters Score -897605.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -897703.937500 Penalty: 4457.215332
	Iteration 8Q: 3 clusters Score -897703.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -897788.562500 Penalty: 4457.215332
	Iteration 9Q: 3 clusters Score -897788.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -897864.312500 Penalty: 4457.215332
	Iteration 10Q: 3 clusters Score -897864.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -897917.000000 Penalty: 4457.215332
	Iteration 11Q: 3 clusters Score -897917 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -897968.000000 Penalty: 4457.215332
	Iteration 12Q: 3 clusters Score -897968 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -898035.750000 Penalty: 4457.215332
	Iteration 13Q: 3 clusters Score -898035.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -898125.062500 Penalty: 4457.215332
	Iteration 14Q: 3 clusters Score -898125.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -898204.125000 Penalty: 4457.215332
	Iteration 15Q: 3 clusters Score -898204.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -898273.750000 Penalty: 4457.215332
	Iteration 16Q: 3 clusters Score -898273.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -898328.937500 Penalty: 4457.215332
	Iteration 17Q: 3 clusters Score -898328.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -898385.750000 Penalty: 4457.215332
	Iteration 18Q: 3 clusters Score -898385.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -898429.437500 Penalty: 4457.215332
	Iteration 19Q: 3 clusters Score -898429.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -898478.125000 Penalty: 4457.215332
	Iteration 20F: 3 clusters Score -898478.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -898519.312500 Penalty: 4457.215332
	Iteration 21Q: 3 clusters Score -898519.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -898550.875000 Penalty: 4457.215332
	Iteration 22Q: 3 clusters Score -898550.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -898569.125000 Penalty: 4457.215332
	Iteration 23Q: 3 clusters Score -898569.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -898582.312500 Penalty: 4457.215332
	Iteration 24Q: 3 clusters Score -898582.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -898599.000000 Penalty: 4457.215332
	Iteration 25Q: 3 clusters Score -898599 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -898616.750000 Penalty: 4457.215332
	Iteration 26Q: 3 clusters Score -898616.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -898633.250000 Penalty: 4457.215332
	Iteration 27Q: 3 clusters Score -898633.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -898651.875000 Penalty: 4457.215332
	Iteration 28Q: 3 clusters Score -898651.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -898660.750000 Penalty: 4457.215332
	Iteration 29Q: 3 clusters Score -898660.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -898675.062500 Penalty: 4457.215332
	Iteration 30Q: 3 clusters Score -898675.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -898686.500000 Penalty: 4457.215332
	Iteration 31Q: 3 clusters Score -898686.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -898697.625000 Penalty: 4457.215332
	Iteration 32Q: 3 clusters Score -898697.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -898706.750000 Penalty: 4457.215332
	Iteration 33Q: 3 clusters Score -898706.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -898713.000000 Penalty: 4457.215332
	Iteration 34Q: 3 clusters Score -898713 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -898716.500000 Penalty: 4457.215332
	Iteration 35Q: 3 clusters Score -898716.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -898724.000000 Penalty: 4457.215332
	Iteration 36Q: 3 clusters Score -898724 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -898733.187500 Penalty: 4457.215332
	Iteration 37Q: 3 clusters Score -898733.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -898743.062500 Penalty: 4457.215332
	Iteration 38Q: 3 clusters Score -898743.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -898750.625000 Penalty: 4457.215332
	Iteration 39Q: 3 clusters Score -898750.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -898758.250000 Penalty: 4457.215332
	Iteration 40F: 3 clusters Score -898758.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -898761.812500 Penalty: 4457.215332
	Iteration 41Q: 3 clusters Score -898761.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -898768.875000 Penalty: 4457.215332
	Iteration 42Q: 3 clusters Score -898768.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -898769.750000 Penalty: 4457.215332
	Iteration 43Q: 3 clusters Score -898769.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -898771.875000 Penalty: 4457.215332
	Iteration 44Q: 3 clusters Score -898771.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -898772.437500 Penalty: 4457.215332
	Iteration 45Q: 3 clusters Score -898772.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -898770.875000 Penalty: 4457.215332
	Iteration 46Q: 3 clusters Score -898770.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -898773.000000 Penalty: 4457.215332
	Iteration 47Q: 3 clusters Score -898773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -898772.687500 Penalty: 4457.215332
	Iteration 48Q: 3 clusters Score -898772.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -898779.000000 Penalty: 4457.215332
	Iteration 49Q: 3 clusters Score -898779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -898780.625000 Penalty: 4457.215332
	Iteration 50Q: 3 clusters Score -898780.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -898782.375000 Penalty: 4457.215332
	Iteration 51Q: 3 clusters Score -898782.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -898782.312500 Penalty: 4457.215332
	Iteration 52Q: 3 clusters Score -898782.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -898783.312500 Penalty: 4457.215332
	Iteration 53Q: 3 clusters Score -898783.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -898785.750000 Penalty: 4457.215332
	Iteration 54Q: 3 clusters Score -898785.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -898786.187500 Penalty: 4457.215332
	Iteration 55Q: 3 clusters Score -898786.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -898787.875000 Penalty: 4457.215332
	Iteration 56Q: 3 clusters Score -898787.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -898790.250000 Penalty: 4457.215332
	Iteration 57Q: 3 clusters Score -898790.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -898790.750000 Penalty: 4457.215332
	Iteration 58Q: 3 clusters Score -898790.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -898792.750000 Penalty: 4457.215332
	Iteration 59Q: 3 clusters Score -898792.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -898793.937500 Penalty: 4457.215332
	Iteration 60F: 3 clusters Score -898793.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Entering Unmasked Estep 
Score: -928467.750000 Penalty: 2238.521729
	Iteration 0F: 2 clusters Score -928467.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -922034.312500 Penalty: 4477.043457
	Iteration 0F: 3 clusters Score -922034.3 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -924236.750000 Penalty: 4477.043457
	Iteration 1F: 3 clusters Score -924236.8 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -924899.875000 Penalty: 4477.043457
	Iteration 2F: 3 clusters Score -924899.9 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -925768.125000 Penalty: 4477.043457
	Iteration 3F: 3 clusters Score -925768.1 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -926718.375000 Penalty: 4477.043457
	Iteration 4F: 3 clusters Score -926718.4 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -927363.062500 Penalty: 4477.043457
	Iteration 5F: 3 clusters Score -927363.1 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -927769.687500 Penalty: 4477.043457
	Iteration 6F: 3 clusters Score -927769.7 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -928067.125000 Penalty: 4477.043457
	Iteration 7Q: 3 clusters Score -928067.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -928321.750000 Penalty: 4477.043457
	Iteration 8Q: 3 clusters Score -928321.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -928526.312500 Penalty: 4477.043457
	Iteration 9Q: 3 clusters Score -928526.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -928712.187500 Penalty: 4477.043457
	Iteration 10Q: 3 clusters Score -928712.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -928899.500000 Penalty: 4477.043457
	Iteration 11Q: 3 clusters Score -928899.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -929060.312500 Penalty: 4477.043457
	Iteration 12Q: 3 clusters Score -929060.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -929174.312500 Penalty: 4477.043457
	Iteration 13Q: 3 clusters Score -929174.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -929247.250000 Penalty: 4477.043457
	Iteration 14Q: 3 clusters Score -929247.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -929313.437500 Penalty: 4477.043457
	Iteration 15Q: 3 clusters Score -929313.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -929346.125000 Penalty: 4477.043457
	Iteration 16Q: 3 clusters Score -929346.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -929367.812500 Penalty: 4477.043457
	Iteration 17Q: 3 clusters Score -929367.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -929381.062500 Penalty: 4477.043457
	Iteration 18Q: 3 clusters Score -929381.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -929393.812500 Penalty: 4477.043457
	Iteration 19Q: 3 clusters Score -929393.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -929410.125000 Penalty: 4477.043457
	Iteration 20F: 3 clusters Score -929410.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -929420.062500 Penalty: 4477.043457
	Iteration 21Q: 3 clusters Score -929420.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -929437.500000 Penalty: 4477.043457
	Iteration 22Q: 3 clusters Score -929437.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -929472.687500 Penalty: 4477.043457
	Iteration 23Q: 3 clusters Score -929472.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -929512.375000 Penalty: 4477.043457
	Iteration 24Q: 3 clusters Score -929512.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -929530.062500 Penalty: 4477.043457
	Iteration 25Q: 3 clusters Score -929530.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -929537.750000 Penalty: 4477.043457
	Iteration 26Q: 3 clusters Score -929537.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -929538.312500 Penalty: 4477.043457
	Iteration 27Q: 3 clusters Score -929538.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -929541.750000 Penalty: 4477.043457
	Iteration 28Q: 3 clusters Score -929541.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -929543.875000 Penalty: 4477.043457
	Iteration 29Q: 3 clusters Score -929543.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -929544.062500 Penalty: 4477.043457
	Iteration 30Q: 3 clusters Score -929544.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -929544.812500 Penalty: 4477.043457
	Iteration 31Q: 3 clusters Score -929544.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -929545.062500 Penalty: 4477.043457
	Iteration 32Q: 3 clusters Score -929545.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -929550.375000 Penalty: 4477.043457
	Iteration 33F: 3 clusters Score -929550.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -929553.312500 Penalty: 4477.043457
	Iteration 34Q: 3 clusters Score -929553.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -929553.062500 Penalty: 4477.043457
	Iteration 35Q: 3 clusters Score -929553.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -929554.312500 Penalty: 4477.043457
	Iteration 36Q: 3 clusters Score -929554.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -929553.750000 Penalty: 4477.043457
	Iteration 37Q: 3 clusters Score -929553.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -929553.750000 Penalty: 4477.043457
	Iteration 38F: 3 clusters Score -929553.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58748 members 
Mstep: Class 2 contains 156390 members 
Mstep: Class 3 contains 7385 members 
Mstep: Class 4 contains 178726 members 
Mstep: Class 5 contains 10570 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 30875 members 
Mstep: Class 8 contains 18140 members 
Mstep: Class 9 contains 186206 members 
Mstep: Class 10 contains 6671 members 
Mstep: Class 11 contains 38191 members 
Mstep: Class 12 contains 8242 members 
Mstep: Class 13 contains 10543 members 
Mstep: Class 14 contains 7993 members 
Mstep: Class 15 contains 7666 members 
Mstep: Class 16 contains 8237 members 
Mstep: Class 17 contains 73192 members 
Mstep: Class 18 contains 5422 members 
Mstep: Class 19 contains 12590 members 
Mstep: Class 20 contains 2988 members 
Mstep: Class 21 contains 294521 members 
Mstep: Class 22 contains 41556 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 281928 members 
Mstep: Class 25 contains 16273 members 
Mstep: Class 26 contains 21488 members 
Mstep: Class 27 contains 17306 members 
Mstep: Class 28 contains 11422 members 
Mstep: Class 29 contains 5787 members 
Mstep: Class 30 contains 39938 members 
Mstep: Class 31 contains 2225 members 
Mstep: Class 32 contains 10498 members 
Mstep: Class 33 contains 8396 members 
Mstep: Class 34 contains 213402 members 
Mstep: Class 35 contains 172018 members 
Mstep: Class 36 contains 10281 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10859 members 
Mstep: Class 39 contains 653 members 
Entering Unmasked Estep 
Score: -235409488.000000 Penalty: 140280.062500
Splitting cluster 15 changes total score from -235410288.000000 to -235409488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (8237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Entering Unmasked Estep 
Score: -943092.687500 Penalty: 2236.065186
	Iteration 0F: 2 clusters Score -943092.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -936538.437500 Penalty: 4472.130371
	Iteration 0F: 3 clusters Score -936538.4 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -938426.437500 Penalty: 4472.130371
	Iteration 1F: 3 clusters Score -938426.4 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -938823.812500 Penalty: 4472.130371
	Iteration 2F: 3 clusters Score -938823.8 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -939105.812500 Penalty: 4472.130371
	Iteration 3F: 3 clusters Score -939105.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -939325.562500 Penalty: 4472.130371
	Iteration 4F: 3 clusters Score -939325.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -939557.562500 Penalty: 4472.130371
	Iteration 5Q: 3 clusters Score -939557.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -939804.812500 Penalty: 4472.130371
	Iteration 6Q: 3 clusters Score -939804.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -940104.312500 Penalty: 4472.130371
	Iteration 7F: 3 clusters Score -940104.3 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -940442.187500 Penalty: 4472.130371
	Iteration 8F: 3 clusters Score -940442.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -940764.437500 Penalty: 4472.130371
	Iteration 9Q: 3 clusters Score -940764.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -941047.062500 Penalty: 4472.130371
	Iteration 10Q: 3 clusters Score -941047.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -941296.625000 Penalty: 4472.130371
	Iteration 11Q: 3 clusters Score -941296.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -941508.500000 Penalty: 4472.130371
	Iteration 12Q: 3 clusters Score -941508.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -941687.625000 Penalty: 4472.130371
	Iteration 13Q: 3 clusters Score -941687.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -941801.500000 Penalty: 4472.130371
	Iteration 14Q: 3 clusters Score -941801.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -941862.187500 Penalty: 4472.130371
	Iteration 15Q: 3 clusters Score -941862.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -941897.000000 Penalty: 4472.130371
	Iteration 16Q: 3 clusters Score -941897 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -941920.187500 Penalty: 4472.130371
	Iteration 17Q: 3 clusters Score -941920.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -941945.312500 Penalty: 4472.130371
	Iteration 18Q: 3 clusters Score -941945.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -941963.875000 Penalty: 4472.130371
	Iteration 19Q: 3 clusters Score -941963.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -941970.562500 Penalty: 4472.130371
	Iteration 20F: 3 clusters Score -941970.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -941973.562500 Penalty: 4472.130371
	Iteration 21Q: 3 clusters Score -941973.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -941976.687500 Penalty: 4472.130371
	Iteration 22Q: 3 clusters Score -941976.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -941977.562500 Penalty: 4472.130371
	Iteration 23Q: 3 clusters Score -941977.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -941982.562500 Penalty: 4472.130371
	Iteration 24Q: 3 clusters Score -941982.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -941984.625000 Penalty: 4472.130371
	Iteration 25Q: 3 clusters Score -941984.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -941987.375000 Penalty: 4472.130371
	Iteration 26Q: 3 clusters Score -941987.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -941990.062500 Penalty: 4472.130371
	Iteration 27Q: 3 clusters Score -941990.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -941992.062500 Penalty: 4472.130371
	Iteration 28Q: 3 clusters Score -941992.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -941995.750000 Penalty: 4472.130371
	Iteration 29Q: 3 clusters Score -941995.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -941996.812500 Penalty: 4472.130371
	Iteration 30Q: 3 clusters Score -941996.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -941995.375000 Penalty: 4472.130371
	Iteration 31Q: 3 clusters Score -941995.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -941997.312500 Penalty: 4472.130371
	Iteration 32Q: 3 clusters Score -941997.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -941998.562500 Penalty: 4472.130371
	Iteration 33Q: 3 clusters Score -941998.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -941998.562500 Penalty: 4472.130371
	Iteration 34F: 3 clusters Score -941998.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (73192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73192 members 
Entering Unmasked Estep 
Score: -8922666.000000 Penalty: 2777.808594
	Iteration 0F: 2 clusters Score -8922666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36604 members 
Mstep: Class 2 contains 36588 members 
Entering Unmasked Estep 
Score: -8873777.000000 Penalty: 5555.617188
	Iteration 0F: 3 clusters Score -8873777 nChanged 34243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35305 members 
Mstep: Class 2 contains 37887 members 
Entering Unmasked Estep 
Score: -8893606.000000 Penalty: 5555.617188
	Iteration 1F: 3 clusters Score -8893606 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 39061 members 
Entering Unmasked Estep 
Score: -8894889.000000 Penalty: 5555.617188
	Iteration 2Q: 3 clusters Score -8894889 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32484 members 
Mstep: Class 2 contains 40708 members 
Entering Unmasked Estep 
Score: -8896722.000000 Penalty: 5555.617188
	Iteration 3F: 3 clusters Score -8896722 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30362 members 
Mstep: Class 2 contains 42830 members 
Entering Unmasked Estep 
Score: -8899180.000000 Penalty: 5555.617188
	Iteration 4F: 3 clusters Score -8899180 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 45362 members 
Entering Unmasked Estep 
Score: -8902217.000000 Penalty: 5555.617188
	Iteration 5F: 3 clusters Score -8902217 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 48114 members 
Entering Unmasked Estep 
Score: -8905666.000000 Penalty: 5555.617188
	Iteration 6F: 3 clusters Score -8905666 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 50845 members 
Entering Unmasked Estep 
Score: -8908701.000000 Penalty: 5555.617188
	Iteration 7F: 3 clusters Score -8908701 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 53258 members 
Entering Unmasked Estep 
Score: -8911279.000000 Penalty: 5555.617188
	Iteration 8F: 3 clusters Score -8911279 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 55317 members 
Entering Unmasked Estep 
Score: -8913245.000000 Penalty: 5555.617188
	Iteration 9Q: 3 clusters Score -8913245 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 56947 members 
Entering Unmasked Estep 
Score: -8914555.000000 Penalty: 5555.617188
	Iteration 10Q: 3 clusters Score -8914555 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 58359 members 
Entering Unmasked Estep 
Score: -8915393.000000 Penalty: 5555.617188
	Iteration 11Q: 3 clusters Score -8915393 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 59606 members 
Entering Unmasked Estep 
Score: -8915999.000000 Penalty: 5555.617188
	Iteration 12Q: 3 clusters Score -8915999 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 60727 members 
Entering Unmasked Estep 
Score: -8916491.000000 Penalty: 5555.617188
	Iteration 13Q: 3 clusters Score -8916491 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 61793 members 
Entering Unmasked Estep 
Score: -8916922.000000 Penalty: 5555.617188
	Iteration 14Q: 3 clusters Score -8916922 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 62759 members 
Entering Unmasked Estep 
Score: -8917264.000000 Penalty: 5555.617188
	Iteration 15Q: 3 clusters Score -8917264 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 63642 members 
Entering Unmasked Estep 
Score: -8917570.000000 Penalty: 5555.617188
	Iteration 16Q: 3 clusters Score -8917570 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 64487 members 
Entering Unmasked Estep 
Score: -8917893.000000 Penalty: 5555.617188
	Iteration 17Q: 3 clusters Score -8917893 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 65318 members 
Entering Unmasked Estep 
Score: -8918218.000000 Penalty: 5555.617188
	Iteration 18Q: 3 clusters Score -8918218 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 66073 members 
Entering Unmasked Estep 
Score: -8918495.000000 Penalty: 5555.617188
	Iteration 19Q: 3 clusters Score -8918495 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 66739 members 
Entering Unmasked Estep 
Score: -8918761.000000 Penalty: 5555.617188
	Iteration 20F: 3 clusters Score -8918761 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 67333 members 
Entering Unmasked Estep 
Score: -8918974.000000 Penalty: 5555.617188
	Iteration 21Q: 3 clusters Score -8918974 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 67862 members 
Entering Unmasked Estep 
Score: -8919157.000000 Penalty: 5555.617188
	Iteration 22Q: 3 clusters Score -8919157 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 68328 members 
Entering Unmasked Estep 
Score: -8919347.000000 Penalty: 5555.617188
	Iteration 23Q: 3 clusters Score -8919347 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 68769 members 
Entering Unmasked Estep 
Score: -8919523.000000 Penalty: 5555.617188
	Iteration 24Q: 3 clusters Score -8919523 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 69177 members 
Entering Unmasked Estep 
Score: -8919670.000000 Penalty: 5555.617188
	Iteration 25Q: 3 clusters Score -8919670 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 69510 members 
Entering Unmasked Estep 
Score: -8919797.000000 Penalty: 5555.617188
	Iteration 26Q: 3 clusters Score -8919797 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 69786 members 
Entering Unmasked Estep 
Score: -8919845.000000 Penalty: 5555.617188
	Iteration 27Q: 3 clusters Score -8919845 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 70021 members 
Entering Unmasked Estep 
Score: -8919930.000000 Penalty: 5555.617188
	Iteration 28Q: 3 clusters Score -8919930 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 70229 members 
Entering Unmasked Estep 
Score: -8920016.000000 Penalty: 5555.617188
	Iteration 29Q: 3 clusters Score -8920016 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 70404 members 
Entering Unmasked Estep 
Score: -8920046.000000 Penalty: 5555.617188
	Iteration 30Q: 3 clusters Score -8920046 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 70559 members 
Entering Unmasked Estep 
Score: -8920082.000000 Penalty: 5555.617188
	Iteration 31Q: 3 clusters Score -8920082 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 70694 members 
Entering Unmasked Estep 
Score: -8920129.000000 Penalty: 5555.617188
	Iteration 32Q: 3 clusters Score -8920129 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 70819 members 
Entering Unmasked Estep 
Score: -8920162.000000 Penalty: 5555.617188
	Iteration 33Q: 3 clusters Score -8920162 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 70948 members 
Entering Unmasked Estep 
Score: -8920217.000000 Penalty: 5555.617188
	Iteration 34Q: 3 clusters Score -8920217 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 71060 members 
Entering Unmasked Estep 
Score: -8920240.000000 Penalty: 5555.617188
	Iteration 35Q: 3 clusters Score -8920240 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 71130 members 
Entering Unmasked Estep 
Score: -8920259.000000 Penalty: 5555.617188
	Iteration 36Q: 3 clusters Score -8920259 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 71200 members 
Entering Unmasked Estep 
Score: -8920288.000000 Penalty: 5555.617188
	Iteration 37Q: 3 clusters Score -8920288 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 71272 members 
Entering Unmasked Estep 
Score: -8920311.000000 Penalty: 5555.617188
	Iteration 38Q: 3 clusters Score -8920311 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 71331 members 
Entering Unmasked Estep 
Score: -8920337.000000 Penalty: 5555.617188
	Iteration 39Q: 3 clusters Score -8920337 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 71387 members 
Entering Unmasked Estep 
Score: -8920363.000000 Penalty: 5555.617188
	Iteration 40F: 3 clusters Score -8920363 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 71440 members 
Entering Unmasked Estep 
Score: -8920396.000000 Penalty: 5555.617188
	Iteration 41Q: 3 clusters Score -8920396 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 71487 members 
Entering Unmasked Estep 
Score: -8920407.000000 Penalty: 5555.617188
	Iteration 42Q: 3 clusters Score -8920407 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 71530 members 
Entering Unmasked Estep 
Score: -8920435.000000 Penalty: 5555.617188
	Iteration 43Q: 3 clusters Score -8920435 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 71572 members 
Entering Unmasked Estep 
Score: -8920463.000000 Penalty: 5555.617188
	Iteration 44Q: 3 clusters Score -8920463 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 71603 members 
Entering Unmasked Estep 
Score: -8920470.000000 Penalty: 5555.617188
	Iteration 45Q: 3 clusters Score -8920470 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 71624 members 
Entering Unmasked Estep 
Score: -8920479.000000 Penalty: 5555.617188
	Iteration 46Q: 3 clusters Score -8920479 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 71644 members 
Entering Unmasked Estep 
Score: -8920478.000000 Penalty: 5555.617188
	Iteration 47Q: 3 clusters Score -8920478 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 71664 members 
Entering Unmasked Estep 
Score: -8920494.000000 Penalty: 5555.617188
	Iteration 48Q: 3 clusters Score -8920494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 71678 members 
Entering Unmasked Estep 
Score: -8920501.000000 Penalty: 5555.617188
	Iteration 49Q: 3 clusters Score -8920501 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 71700 members 
Entering Unmasked Estep 
Score: -8920520.000000 Penalty: 5555.617188
	Iteration 50Q: 3 clusters Score -8920520 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 71728 members 
Entering Unmasked Estep 
Score: -8920526.000000 Penalty: 5555.617188
	Iteration 51Q: 3 clusters Score -8920526 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 71747 members 
Entering Unmasked Estep 
Score: -8920515.000000 Penalty: 5555.617188
	Iteration 52Q: 3 clusters Score -8920515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 71754 members 
Entering Unmasked Estep 
Score: -8920518.000000 Penalty: 5555.617188
	Iteration 53Q: 3 clusters Score -8920518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 71758 members 
Entering Unmasked Estep 
Score: -8920516.000000 Penalty: 5555.617188
	Iteration 54Q: 3 clusters Score -8920516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 71762 members 
Entering Unmasked Estep 
Score: -8920513.000000 Penalty: 5555.617188
	Iteration 55Q: 3 clusters Score -8920513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 71767 members 
Entering Unmasked Estep 
Score: -8920506.000000 Penalty: 5555.617188
	Iteration 56Q: 3 clusters Score -8920506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 71772 members 
Entering Unmasked Estep 
Score: -8920515.000000 Penalty: 5555.617188
	Iteration 57Q: 3 clusters Score -8920515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 71773 members 
Entering Unmasked Estep 
Score: -8920512.000000 Penalty: 5555.617188
	Iteration 58Q: 3 clusters Score -8920512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 71776 members 
Entering Unmasked Estep 
Score: -8920512.000000 Penalty: 5555.617188
	Iteration 59Q: 3 clusters Score -8920512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 71777 members 
Entering Unmasked Estep 
Score: -8920507.000000 Penalty: 5555.617188
	Iteration 60F: 3 clusters Score -8920507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 71779 members 
Entering Unmasked Estep 
Score: -8920507.000000 Penalty: 5555.617188
	Iteration 61Q: 3 clusters Score -8920507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 71781 members 
Entering Unmasked Estep 
Score: -8920510.000000 Penalty: 5555.617188
	Iteration 62Q: 3 clusters Score -8920510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 71783 members 
Entering Unmasked Estep 
Score: -8920511.000000 Penalty: 5555.617188
	Iteration 63Q: 3 clusters Score -8920511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 71784 members 
Entering Unmasked Estep 
Score: -8920507.000000 Penalty: 5555.617188
	Iteration 64Q: 3 clusters Score -8920507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 71785 members 
Entering Unmasked Estep 
Score: -8920507.000000 Penalty: 5555.617188
	Iteration 65Q: 3 clusters Score -8920507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 71786 members 
Entering Unmasked Estep 
Score: -8920511.000000 Penalty: 5555.617188
	Iteration 66Q: 3 clusters Score -8920511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 71786 members 
Entering Unmasked Estep 
Score: -8920511.000000 Penalty: 5555.617188
	Iteration 67F: 3 clusters Score -8920511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Entering Unmasked Estep 
Score: -699760.437500 Penalty: 2132.358643
	Iteration 0F: 2 clusters Score -699760.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -695011.125000 Penalty: 4264.717285
	Iteration 0F: 3 clusters Score -695011.1 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -696118.250000 Penalty: 4264.717285
	Iteration 1F: 3 clusters Score -696118.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -696301.625000 Penalty: 4264.717285
	Iteration 2F: 3 clusters Score -696301.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -696406.812500 Penalty: 4264.717285
	Iteration 3Q: 3 clusters Score -696406.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -696477.187500 Penalty: 4264.717285
	Iteration 4Q: 3 clusters Score -696477.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -696530.062500 Penalty: 4264.717285
	Iteration 5Q: 3 clusters Score -696530.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -696575.562500 Penalty: 4264.717285
	Iteration 6Q: 3 clusters Score -696575.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -696607.437500 Penalty: 4264.717285
	Iteration 7Q: 3 clusters Score -696607.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -696633.500000 Penalty: 4264.717285
	Iteration 8Q: 3 clusters Score -696633.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -696653.250000 Penalty: 4264.717285
	Iteration 9Q: 3 clusters Score -696653.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -696670.062500 Penalty: 4264.717285
	Iteration 10Q: 3 clusters Score -696670.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -696686.125000 Penalty: 4264.717285
	Iteration 11Q: 3 clusters Score -696686.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -696703.187500 Penalty: 4264.717285
	Iteration 12Q: 3 clusters Score -696703.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -696715.437500 Penalty: 4264.717285
	Iteration 13Q: 3 clusters Score -696715.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -696726.187500 Penalty: 4264.717285
	Iteration 14Q: 3 clusters Score -696726.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -696738.000000 Penalty: 4264.717285
	Iteration 15Q: 3 clusters Score -696738 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -696748.500000 Penalty: 4264.717285
	Iteration 16Q: 3 clusters Score -696748.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -696760.437500 Penalty: 4264.717285
	Iteration 17Q: 3 clusters Score -696760.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -696771.000000 Penalty: 4264.717285
	Iteration 18Q: 3 clusters Score -696771 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -696780.125000 Penalty: 4264.717285
	Iteration 19Q: 3 clusters Score -696780.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -696785.500000 Penalty: 4264.717285
	Iteration 20F: 3 clusters Score -696785.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -696792.437500 Penalty: 4264.717285
	Iteration 21Q: 3 clusters Score -696792.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -696796.000000 Penalty: 4264.717285
	Iteration 22Q: 3 clusters Score -696796 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -696800.437500 Penalty: 4264.717285
	Iteration 23Q: 3 clusters Score -696800.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -696806.375000 Penalty: 4264.717285
	Iteration 24Q: 3 clusters Score -696806.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -696809.062500 Penalty: 4264.717285
	Iteration 25Q: 3 clusters Score -696809.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -696813.250000 Penalty: 4264.717285
	Iteration 26Q: 3 clusters Score -696813.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -696814.500000 Penalty: 4264.717285
	Iteration 27Q: 3 clusters Score -696814.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -696817.812500 Penalty: 4264.717285
	Iteration 28Q: 3 clusters Score -696817.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -696819.125000 Penalty: 4264.717285
	Iteration 29Q: 3 clusters Score -696819.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -696823.187500 Penalty: 4264.717285
	Iteration 30Q: 3 clusters Score -696823.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -696823.062500 Penalty: 4264.717285
	Iteration 31Q: 3 clusters Score -696823.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -696823.812500 Penalty: 4264.717285
	Iteration 32Q: 3 clusters Score -696823.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -696825.875000 Penalty: 4264.717285
	Iteration 33Q: 3 clusters Score -696825.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -696826.062500 Penalty: 4264.717285
	Iteration 34Q: 3 clusters Score -696826.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -696828.062500 Penalty: 4264.717285
	Iteration 35Q: 3 clusters Score -696828.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -696829.750000 Penalty: 4264.717285
	Iteration 36Q: 3 clusters Score -696829.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -696831.062500 Penalty: 4264.717285
	Iteration 37Q: 3 clusters Score -696831.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -696834.187500 Penalty: 4264.717285
	Iteration 38Q: 3 clusters Score -696834.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -696836.125000 Penalty: 4264.717285
	Iteration 39Q: 3 clusters Score -696836.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -696836.562500 Penalty: 4264.717285
	Iteration 40F: 3 clusters Score -696836.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -696839.375000 Penalty: 4264.717285
	Iteration 41Q: 3 clusters Score -696839.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -696842.062500 Penalty: 4264.717285
	Iteration 42Q: 3 clusters Score -696842.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -696845.750000 Penalty: 4264.717285
	Iteration 43Q: 3 clusters Score -696845.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -696853.750000 Penalty: 4264.717285
	Iteration 44Q: 3 clusters Score -696853.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -696855.625000 Penalty: 4264.717285
	Iteration 45Q: 3 clusters Score -696855.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -696864.500000 Penalty: 4264.717285
	Iteration 46Q: 3 clusters Score -696864.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -696867.437500 Penalty: 4264.717285
	Iteration 47Q: 3 clusters Score -696867.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -696872.687500 Penalty: 4264.717285
	Iteration 48Q: 3 clusters Score -696872.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -696878.750000 Penalty: 4264.717285
	Iteration 49Q: 3 clusters Score -696878.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -696882.062500 Penalty: 4264.717285
	Iteration 50Q: 3 clusters Score -696882.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -696885.125000 Penalty: 4264.717285
	Iteration 51Q: 3 clusters Score -696885.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -696888.375000 Penalty: 4264.717285
	Iteration 52Q: 3 clusters Score -696888.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -696892.625000 Penalty: 4264.717285
	Iteration 53Q: 3 clusters Score -696892.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -696895.937500 Penalty: 4264.717285
	Iteration 54Q: 3 clusters Score -696895.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -696898.500000 Penalty: 4264.717285
	Iteration 55Q: 3 clusters Score -696898.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -696901.937500 Penalty: 4264.717285
	Iteration 56Q: 3 clusters Score -696901.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -696903.250000 Penalty: 4264.717285
	Iteration 57Q: 3 clusters Score -696903.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -696905.375000 Penalty: 4264.717285
	Iteration 58Q: 3 clusters Score -696905.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -696906.875000 Penalty: 4264.717285
	Iteration 59Q: 3 clusters Score -696906.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -696908.125000 Penalty: 4264.717285
	Iteration 60F: 3 clusters Score -696908.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -696910.125000 Penalty: 4264.717285
	Iteration 61Q: 3 clusters Score -696910.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -696912.125000 Penalty: 4264.717285
	Iteration 62Q: 3 clusters Score -696912.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -696916.000000 Penalty: 4264.717285
	Iteration 63Q: 3 clusters Score -696916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -696920.375000 Penalty: 4264.717285
	Iteration 64Q: 3 clusters Score -696920.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -696922.375000 Penalty: 4264.717285
	Iteration 65Q: 3 clusters Score -696922.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -696925.437500 Penalty: 4264.717285
	Iteration 66Q: 3 clusters Score -696925.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -696927.562500 Penalty: 4264.717285
	Iteration 67Q: 3 clusters Score -696927.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -696931.250000 Penalty: 4264.717285
	Iteration 68Q: 3 clusters Score -696931.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -696935.125000 Penalty: 4264.717285
	Iteration 69Q: 3 clusters Score -696935.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -696938.812500 Penalty: 4264.717285
	Iteration 70Q: 3 clusters Score -696938.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -696943.812500 Penalty: 4264.717285
	Iteration 71Q: 3 clusters Score -696943.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -696948.625000 Penalty: 4264.717285
	Iteration 72Q: 3 clusters Score -696948.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -696952.500000 Penalty: 4264.717285
	Iteration 73Q: 3 clusters Score -696952.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -696957.437500 Penalty: 4264.717285
	Iteration 74Q: 3 clusters Score -696957.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -696962.125000 Penalty: 4264.717285
	Iteration 75Q: 3 clusters Score -696962.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -696966.312500 Penalty: 4264.717285
	Iteration 76Q: 3 clusters Score -696966.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -696972.562500 Penalty: 4264.717285
	Iteration 77Q: 3 clusters Score -696972.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -696979.125000 Penalty: 4264.717285
	Iteration 78Q: 3 clusters Score -696979.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -696984.687500 Penalty: 4264.717285
	Iteration 79Q: 3 clusters Score -696984.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -696992.375000 Penalty: 4264.717285
	Iteration 80F: 3 clusters Score -696992.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -696995.375000 Penalty: 4264.717285
	Iteration 81Q: 3 clusters Score -696995.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -696999.062500 Penalty: 4264.717285
	Iteration 82Q: 3 clusters Score -696999.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -697000.375000 Penalty: 4264.717285
	Iteration 83Q: 3 clusters Score -697000.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -697005.125000 Penalty: 4264.717285
	Iteration 84Q: 3 clusters Score -697005.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -697013.875000 Penalty: 4264.717285
	Iteration 85Q: 3 clusters Score -697013.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -697019.375000 Penalty: 4264.717285
	Iteration 86Q: 3 clusters Score -697019.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -697025.750000 Penalty: 4264.717285
	Iteration 87Q: 3 clusters Score -697025.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -697029.812500 Penalty: 4264.717285
	Iteration 88Q: 3 clusters Score -697029.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -697034.875000 Penalty: 4264.717285
	Iteration 89Q: 3 clusters Score -697034.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -697041.937500 Penalty: 4264.717285
	Iteration 90Q: 3 clusters Score -697041.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -697050.875000 Penalty: 4264.717285
	Iteration 91Q: 3 clusters Score -697050.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -697059.250000 Penalty: 4264.717285
	Iteration 92Q: 3 clusters Score -697059.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -697067.812500 Penalty: 4264.717285
	Iteration 93Q: 3 clusters Score -697067.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -697081.125000 Penalty: 4264.717285
	Iteration 94Q: 3 clusters Score -697081.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -697093.937500 Penalty: 4264.717285
	Iteration 95Q: 3 clusters Score -697093.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -697109.625000 Penalty: 4264.717285
	Iteration 96Q: 3 clusters Score -697109.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -697127.500000 Penalty: 4264.717285
	Iteration 97Q: 3 clusters Score -697127.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -697147.375000 Penalty: 4264.717285
	Iteration 98Q: 3 clusters Score -697147.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -697174.000000 Penalty: 4264.717285
	Iteration 99Q: 3 clusters Score -697174 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -697194.687500 Penalty: 4264.717285
	Iteration 100F: 3 clusters Score -697194.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -697220.000000 Penalty: 4264.717285
	Iteration 101Q: 3 clusters Score -697220 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -697246.187500 Penalty: 4264.717285
	Iteration 102Q: 3 clusters Score -697246.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -697271.625000 Penalty: 4264.717285
	Iteration 103Q: 3 clusters Score -697271.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -697298.250000 Penalty: 4264.717285
	Iteration 104Q: 3 clusters Score -697298.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -697332.000000 Penalty: 4264.717285
	Iteration 105Q: 3 clusters Score -697332 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -697359.500000 Penalty: 4264.717285
	Iteration 106Q: 3 clusters Score -697359.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -697389.437500 Penalty: 4264.717285
	Iteration 107Q: 3 clusters Score -697389.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -697417.812500 Penalty: 4264.717285
	Iteration 108Q: 3 clusters Score -697417.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -697455.750000 Penalty: 4264.717285
	Iteration 109Q: 3 clusters Score -697455.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -697491.750000 Penalty: 4264.717285
	Iteration 110Q: 3 clusters Score -697491.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -697527.937500 Penalty: 4264.717285
	Iteration 111Q: 3 clusters Score -697527.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -697559.187500 Penalty: 4264.717285
	Iteration 112Q: 3 clusters Score -697559.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -697597.062500 Penalty: 4264.717285
	Iteration 113Q: 3 clusters Score -697597.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -697627.000000 Penalty: 4264.717285
	Iteration 114Q: 3 clusters Score -697627 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -697664.750000 Penalty: 4264.717285
	Iteration 115Q: 3 clusters Score -697664.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -697699.937500 Penalty: 4264.717285
	Iteration 116Q: 3 clusters Score -697699.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -697728.250000 Penalty: 4264.717285
	Iteration 117Q: 3 clusters Score -697728.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -697769.562500 Penalty: 4264.717285
	Iteration 118Q: 3 clusters Score -697769.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -697804.187500 Penalty: 4264.717285
	Iteration 119Q: 3 clusters Score -697804.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -697822.187500 Penalty: 4264.717285
	Iteration 120F: 3 clusters Score -697822.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -697836.125000 Penalty: 4264.717285
	Iteration 121Q: 3 clusters Score -697836.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -697847.125000 Penalty: 4264.717285
	Iteration 122Q: 3 clusters Score -697847.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -697860.250000 Penalty: 4264.717285
	Iteration 123Q: 3 clusters Score -697860.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -697867.000000 Penalty: 4264.717285
	Iteration 124Q: 3 clusters Score -697867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -697878.187500 Penalty: 4264.717285
	Iteration 125Q: 3 clusters Score -697878.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -697889.000000 Penalty: 4264.717285
	Iteration 126Q: 3 clusters Score -697889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -697894.000000 Penalty: 4264.717285
	Iteration 127Q: 3 clusters Score -697894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -697895.875000 Penalty: 4264.717285
	Iteration 128Q: 3 clusters Score -697895.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -697898.625000 Penalty: 4264.717285
	Iteration 129Q: 3 clusters Score -697898.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -697903.125000 Penalty: 4264.717285
	Iteration 130Q: 3 clusters Score -697903.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -697907.625000 Penalty: 4264.717285
	Iteration 131Q: 3 clusters Score -697907.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -697909.125000 Penalty: 4264.717285
	Iteration 132Q: 3 clusters Score -697909.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -697909.250000 Penalty: 4264.717285
	Iteration 133Q: 3 clusters Score -697909.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -697912.375000 Penalty: 4264.717285
	Iteration 134Q: 3 clusters Score -697912.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -697914.000000 Penalty: 4264.717285
	Iteration 135Q: 3 clusters Score -697914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -697915.937500 Penalty: 4264.717285
	Iteration 136Q: 3 clusters Score -697915.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -697919.375000 Penalty: 4264.717285
	Iteration 137Q: 3 clusters Score -697919.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -697919.250000 Penalty: 4264.717285
	Iteration 138Q: 3 clusters Score -697919.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -697919.562500 Penalty: 4264.717285
	Iteration 139Q: 3 clusters Score -697919.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -697919.562500 Penalty: 4264.717285
	Iteration 140F: 3 clusters Score -697919.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Entering Unmasked Estep 
Score: -1520085.125000 Penalty: 2341.283203
	Iteration 0F: 2 clusters Score -1520085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1510791.875000 Penalty: 4682.566406
	Iteration 0F: 3 clusters Score -1510792 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1513667.125000 Penalty: 4682.566406
	Iteration 1F: 3 clusters Score -1513667 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1513957.250000 Penalty: 4682.566406
	Iteration 2F: 3 clusters Score -1513957 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1514176.125000 Penalty: 4682.566406
	Iteration 3Q: 3 clusters Score -1514176 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1514383.875000 Penalty: 4682.566406
	Iteration 4Q: 3 clusters Score -1514384 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1514628.125000 Penalty: 4682.566406
	Iteration 5Q: 3 clusters Score -1514628 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1514909.625000 Penalty: 4682.566406
	Iteration 6Q: 3 clusters Score -1514910 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1515224.625000 Penalty: 4682.566406
	Iteration 7Q: 3 clusters Score -1515225 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1515575.125000 Penalty: 4682.566406
	Iteration 8Q: 3 clusters Score -1515575 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1515963.500000 Penalty: 4682.566406
	Iteration 9Q: 3 clusters Score -1515964 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1516310.625000 Penalty: 4682.566406
	Iteration 10Q: 3 clusters Score -1516311 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1516585.375000 Penalty: 4682.566406
	Iteration 11Q: 3 clusters Score -1516585 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1516801.375000 Penalty: 4682.566406
	Iteration 12Q: 3 clusters Score -1516801 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1516946.125000 Penalty: 4682.566406
	Iteration 13Q: 3 clusters Score -1516946 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1517062.375000 Penalty: 4682.566406
	Iteration 14Q: 3 clusters Score -1517062 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1517138.000000 Penalty: 4682.566406
	Iteration 15Q: 3 clusters Score -1517138 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1517189.500000 Penalty: 4682.566406
	Iteration 16Q: 3 clusters Score -1517190 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1517221.500000 Penalty: 4682.566406
	Iteration 17Q: 3 clusters Score -1517222 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1517243.375000 Penalty: 4682.566406
	Iteration 18Q: 3 clusters Score -1517243 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1517266.875000 Penalty: 4682.566406
	Iteration 19Q: 3 clusters Score -1517267 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1517289.750000 Penalty: 4682.566406
	Iteration 20F: 3 clusters Score -1517290 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1517307.375000 Penalty: 4682.566406
	Iteration 21Q: 3 clusters Score -1517307 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1517328.500000 Penalty: 4682.566406
	Iteration 22Q: 3 clusters Score -1517328 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1517338.000000 Penalty: 4682.566406
	Iteration 23Q: 3 clusters Score -1517338 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1517346.125000 Penalty: 4682.566406
	Iteration 24Q: 3 clusters Score -1517346 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1517356.875000 Penalty: 4682.566406
	Iteration 25Q: 3 clusters Score -1517357 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1517365.250000 Penalty: 4682.566406
	Iteration 26Q: 3 clusters Score -1517365 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1517369.250000 Penalty: 4682.566406
	Iteration 27Q: 3 clusters Score -1517369 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1517374.125000 Penalty: 4682.566406
	Iteration 28Q: 3 clusters Score -1517374 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1517376.000000 Penalty: 4682.566406
	Iteration 29Q: 3 clusters Score -1517376 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1517381.375000 Penalty: 4682.566406
	Iteration 30Q: 3 clusters Score -1517381 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1517387.375000 Penalty: 4682.566406
	Iteration 31Q: 3 clusters Score -1517387 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1517388.000000 Penalty: 4682.566406
	Iteration 32Q: 3 clusters Score -1517388 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1517387.250000 Penalty: 4682.566406
	Iteration 33Q: 3 clusters Score -1517387 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1517391.250000 Penalty: 4682.566406
	Iteration 34Q: 3 clusters Score -1517391 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1517395.375000 Penalty: 4682.566406
	Iteration 35Q: 3 clusters Score -1517395 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1517399.625000 Penalty: 4682.566406
	Iteration 36Q: 3 clusters Score -1517400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1517398.250000 Penalty: 4682.566406
	Iteration 37Q: 3 clusters Score -1517398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1517400.875000 Penalty: 4682.566406
	Iteration 38Q: 3 clusters Score -1517401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1517403.125000 Penalty: 4682.566406
	Iteration 39Q: 3 clusters Score -1517403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1517404.375000 Penalty: 4682.566406
	Iteration 40F: 3 clusters Score -1517404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1517407.000000 Penalty: 4682.566406
	Iteration 41Q: 3 clusters Score -1517407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1517404.875000 Penalty: 4682.566406
	Iteration 42Q: 3 clusters Score -1517405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1517406.375000 Penalty: 4682.566406
	Iteration 43Q: 3 clusters Score -1517406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1517409.625000 Penalty: 4682.566406
	Iteration 44Q: 3 clusters Score -1517410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1517407.750000 Penalty: 4682.566406
	Iteration 45Q: 3 clusters Score -1517408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1517409.875000 Penalty: 4682.566406
	Iteration 46Q: 3 clusters Score -1517410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1517412.000000 Penalty: 4682.566406
	Iteration 47Q: 3 clusters Score -1517412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1517412.000000 Penalty: 4682.566406
	Iteration 48F: 3 clusters Score -1517412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Entering Unmasked Estep 
Score: -344526.375000 Penalty: 1984.585083
	Iteration 0F: 2 clusters Score -344526.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -341274.906250 Penalty: 3969.170166
	Iteration 0F: 3 clusters Score -341274.9 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -341980.906250 Penalty: 3969.170166
	Iteration 1F: 3 clusters Score -341980.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -342178.687500 Penalty: 3969.170166
	Iteration 2F: 3 clusters Score -342178.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -342338.500000 Penalty: 3969.170166
	Iteration 3F: 3 clusters Score -342338.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -342451.437500 Penalty: 3969.170166
	Iteration 4Q: 3 clusters Score -342451.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -342527.156250 Penalty: 3969.170166
	Iteration 5Q: 3 clusters Score -342527.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -342583.843750 Penalty: 3969.170166
	Iteration 6Q: 3 clusters Score -342583.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -342622.437500 Penalty: 3969.170166
	Iteration 7Q: 3 clusters Score -342622.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -342644.093750 Penalty: 3969.170166
	Iteration 8Q: 3 clusters Score -342644.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -342660.062500 Penalty: 3969.170166
	Iteration 9Q: 3 clusters Score -342660.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -342675.000000 Penalty: 3969.170166
	Iteration 10Q: 3 clusters Score -342675 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -342686.812500 Penalty: 3969.170166
	Iteration 11Q: 3 clusters Score -342686.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -342698.750000 Penalty: 3969.170166
	Iteration 12Q: 3 clusters Score -342698.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -342706.531250 Penalty: 3969.170166
	Iteration 13Q: 3 clusters Score -342706.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -342711.062500 Penalty: 3969.170166
	Iteration 14Q: 3 clusters Score -342711.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -342714.875000 Penalty: 3969.170166
	Iteration 15Q: 3 clusters Score -342714.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -342719.031250 Penalty: 3969.170166
	Iteration 16Q: 3 clusters Score -342719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -342721.000000 Penalty: 3969.170166
	Iteration 17Q: 3 clusters Score -342721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -342724.187500 Penalty: 3969.170166
	Iteration 18Q: 3 clusters Score -342724.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -342725.687500 Penalty: 3969.170166
	Iteration 19Q: 3 clusters Score -342725.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -342726.906250 Penalty: 3969.170166
	Iteration 20F: 3 clusters Score -342726.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -342728.218750 Penalty: 3969.170166
	Iteration 21Q: 3 clusters Score -342728.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -342728.406250 Penalty: 3969.170166
	Iteration 22Q: 3 clusters Score -342728.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -342728.406250 Penalty: 3969.170166
	Iteration 23F: 3 clusters Score -342728.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (294521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294521 members 
Entering Unmasked Estep 
Score: -36257308.000000 Penalty: 3123.090088
	Iteration 0F: 2 clusters Score -3.625731e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147373 members 
Mstep: Class 2 contains 147148 members 
Entering Unmasked Estep 
Score: -36083440.000000 Penalty: 6246.180176
	Iteration 0F: 3 clusters Score -3.608344e+07 nChanged 142567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149066 members 
Mstep: Class 2 contains 145455 members 
Entering Unmasked Estep 
Score: -36168136.000000 Penalty: 6246.180176
	Iteration 1F: 3 clusters Score -3.616814e+07 nChanged 7768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150298 members 
Mstep: Class 2 contains 144223 members 
Entering Unmasked Estep 
Score: -36169684.000000 Penalty: 6246.180176
	Iteration 2Q: 3 clusters Score -3.616968e+07 nChanged 8168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152168 members 
Mstep: Class 2 contains 142353 members 
Entering Unmasked Estep 
Score: -36171772.000000 Penalty: 6246.180176
	Iteration 3Q: 3 clusters Score -3.617177e+07 nChanged 8986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155008 members 
Mstep: Class 2 contains 139513 members 
Entering Unmasked Estep 
Score: -36173992.000000 Penalty: 6246.180176
	Iteration 4Q: 3 clusters Score -3.617399e+07 nChanged 10485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159623 members 
Mstep: Class 2 contains 134898 members 
Entering Unmasked Estep 
Score: -36177340.000000 Penalty: 6246.180176
	Iteration 5Q: 3 clusters Score -3.617734e+07 nChanged 12966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166607 members 
Mstep: Class 2 contains 127914 members 
Entering Unmasked Estep 
Score: -36183144.000000 Penalty: 6246.180176
	Iteration 6Q: 3 clusters Score -3.618314e+07 nChanged 15897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176616 members 
Mstep: Class 2 contains 117905 members 
Entering Unmasked Estep 
Score: -36192140.000000 Penalty: 6246.180176
	Iteration 7F: 3 clusters Score -3.619214e+07 nChanged 18707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189373 members 
Mstep: Class 2 contains 105148 members 
Entering Unmasked Estep 
Score: -36204908.000000 Penalty: 6246.180176
	Iteration 8F: 3 clusters Score -3.620491e+07 nChanged 20075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202700 members 
Mstep: Class 2 contains 91821 members 
Entering Unmasked Estep 
Score: -36220148.000000 Penalty: 6246.180176
	Iteration 9F: 3 clusters Score -3.622015e+07 nChanged 18059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212913 members 
Mstep: Class 2 contains 81608 members 
Entering Unmasked Estep 
Score: -36232880.000000 Penalty: 6246.180176
	Iteration 10F: 3 clusters Score -3.623288e+07 nChanged 13361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219576 members 
Mstep: Class 2 contains 74945 members 
Entering Unmasked Estep 
Score: -36239284.000000 Penalty: 6246.180176
	Iteration 11Q: 3 clusters Score -3.623928e+07 nChanged 8615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224793 members 
Mstep: Class 2 contains 69728 members 
Entering Unmasked Estep 
Score: -36242100.000000 Penalty: 6246.180176
	Iteration 12Q: 3 clusters Score -3.62421e+07 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229552 members 
Mstep: Class 2 contains 64969 members 
Entering Unmasked Estep 
Score: -36243384.000000 Penalty: 6246.180176
	Iteration 13Q: 3 clusters Score -3.624338e+07 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234035 members 
Mstep: Class 2 contains 60486 members 
Entering Unmasked Estep 
Score: -36244272.000000 Penalty: 6246.180176
	Iteration 14Q: 3 clusters Score -3.624427e+07 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238309 members 
Mstep: Class 2 contains 56212 members 
Entering Unmasked Estep 
Score: -36244940.000000 Penalty: 6246.180176
	Iteration 15Q: 3 clusters Score -3.624494e+07 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242269 members 
Mstep: Class 2 contains 52252 members 
Entering Unmasked Estep 
Score: -36245712.000000 Penalty: 6246.180176
	Iteration 16Q: 3 clusters Score -3.624571e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246101 members 
Mstep: Class 2 contains 48420 members 
Entering Unmasked Estep 
Score: -36246348.000000 Penalty: 6246.180176
	Iteration 17Q: 3 clusters Score -3.624635e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249728 members 
Mstep: Class 2 contains 44793 members 
Entering Unmasked Estep 
Score: -36247028.000000 Penalty: 6246.180176
	Iteration 18Q: 3 clusters Score -3.624703e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253196 members 
Mstep: Class 2 contains 41325 members 
Entering Unmasked Estep 
Score: -36247556.000000 Penalty: 6246.180176
	Iteration 19Q: 3 clusters Score -3.624756e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256431 members 
Mstep: Class 2 contains 38090 members 
Entering Unmasked Estep 
Score: -36247872.000000 Penalty: 6246.180176
	Iteration 20F: 3 clusters Score -3.624787e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259432 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
Score: -36248280.000000 Penalty: 6246.180176
	Iteration 21Q: 3 clusters Score -3.624828e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262246 members 
Mstep: Class 2 contains 32275 members 
Entering Unmasked Estep 
Score: -36248752.000000 Penalty: 6246.180176
	Iteration 22Q: 3 clusters Score -3.624875e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264936 members 
Mstep: Class 2 contains 29585 members 
Entering Unmasked Estep 
Score: -36249152.000000 Penalty: 6246.180176
	Iteration 23Q: 3 clusters Score -3.624915e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267522 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -36249360.000000 Penalty: 6246.180176
	Iteration 24Q: 3 clusters Score -3.624936e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269953 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -36249772.000000 Penalty: 6246.180176
	Iteration 25Q: 3 clusters Score -3.624977e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272189 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -36250204.000000 Penalty: 6246.180176
	Iteration 26Q: 3 clusters Score -3.62502e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274294 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -36250488.000000 Penalty: 6246.180176
	Iteration 27Q: 3 clusters Score -3.625049e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276323 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -36250848.000000 Penalty: 6246.180176
	Iteration 28Q: 3 clusters Score -3.625085e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278199 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -36251080.000000 Penalty: 6246.180176
	Iteration 29Q: 3 clusters Score -3.625108e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279973 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -36251532.000000 Penalty: 6246.180176
	Iteration 30Q: 3 clusters Score -3.625153e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281559 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -36251788.000000 Penalty: 6246.180176
	Iteration 31Q: 3 clusters Score -3.625179e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283092 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -36252184.000000 Penalty: 6246.180176
	Iteration 32Q: 3 clusters Score -3.625218e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284458 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -36252600.000000 Penalty: 6246.180176
	Iteration 33Q: 3 clusters Score -3.62526e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285658 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -36252868.000000 Penalty: 6246.180176
	Iteration 34Q: 3 clusters Score -3.625287e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286719 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -36253180.000000 Penalty: 6246.180176
	Iteration 35Q: 3 clusters Score -3.625318e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287655 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -36253620.000000 Penalty: 6246.180176
	Iteration 36Q: 3 clusters Score -3.625362e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288473 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -36253672.000000 Penalty: 6246.180176
	Iteration 37Q: 3 clusters Score -3.625367e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289187 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -36253772.000000 Penalty: 6246.180176
	Iteration 38Q: 3 clusters Score -3.625377e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289842 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -36253872.000000 Penalty: 6246.180176
	Iteration 39Q: 3 clusters Score -3.625387e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290401 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -36253972.000000 Penalty: 6246.180176
	Iteration 40F: 3 clusters Score -3.625397e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290903 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -36254120.000000 Penalty: 6246.180176
	Iteration 41Q: 3 clusters Score -3.625412e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291365 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -36254240.000000 Penalty: 6246.180176
	Iteration 42Q: 3 clusters Score -3.625424e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291733 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -36254372.000000 Penalty: 6246.180176
	Iteration 43Q: 3 clusters Score -3.625437e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292033 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -36254384.000000 Penalty: 6246.180176
	Iteration 44Q: 3 clusters Score -3.625438e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292272 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -36254504.000000 Penalty: 6246.180176
	Iteration 45Q: 3 clusters Score -3.62545e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292477 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -36254480.000000 Penalty: 6246.180176
	Iteration 46Q: 3 clusters Score -3.625448e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292654 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -36254544.000000 Penalty: 6246.180176
	Iteration 47Q: 3 clusters Score -3.625454e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292811 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -36254584.000000 Penalty: 6246.180176
	Iteration 48Q: 3 clusters Score -3.625458e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292940 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -36254652.000000 Penalty: 6246.180176
	Iteration 49Q: 3 clusters Score -3.625465e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293047 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -36254684.000000 Penalty: 6246.180176
	Iteration 50Q: 3 clusters Score -3.625468e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293149 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -36254740.000000 Penalty: 6246.180176
	Iteration 51Q: 3 clusters Score -3.625474e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293231 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -36254760.000000 Penalty: 6246.180176
	Iteration 52Q: 3 clusters Score -3.625476e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293303 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -36254764.000000 Penalty: 6246.180176
	Iteration 53Q: 3 clusters Score -3.625476e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293352 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -36254820.000000 Penalty: 6246.180176
	Iteration 54Q: 3 clusters Score -3.625482e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293395 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -36254828.000000 Penalty: 6246.180176
	Iteration 55Q: 3 clusters Score -3.625483e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293442 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -36254840.000000 Penalty: 6246.180176
	Iteration 56Q: 3 clusters Score -3.625484e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293484 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -36254856.000000 Penalty: 6246.180176
	Iteration 57Q: 3 clusters Score -3.625486e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293513 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -36254832.000000 Penalty: 6246.180176
	Iteration 58Q: 3 clusters Score -3.625483e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293535 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -36254836.000000 Penalty: 6246.180176
	Iteration 59Q: 3 clusters Score -3.625484e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293559 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -36254896.000000 Penalty: 6246.180176
	Iteration 60F: 3 clusters Score -3.62549e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293573 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -36254900.000000 Penalty: 6246.180176
	Iteration 61Q: 3 clusters Score -3.62549e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293579 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -36254908.000000 Penalty: 6246.180176
	Iteration 62Q: 3 clusters Score -3.625491e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293583 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -36254888.000000 Penalty: 6246.180176
	Iteration 63Q: 3 clusters Score -3.625489e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293591 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -36254884.000000 Penalty: 6246.180176
	Iteration 64Q: 3 clusters Score -3.625488e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293598 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -36254872.000000 Penalty: 6246.180176
	Iteration 65Q: 3 clusters Score -3.625487e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293606 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -36254896.000000 Penalty: 6246.180176
	Iteration 66Q: 3 clusters Score -3.62549e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293612 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -36254888.000000 Penalty: 6246.180176
	Iteration 67Q: 3 clusters Score -3.625489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293614 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -36254904.000000 Penalty: 6246.180176
	Iteration 68Q: 3 clusters Score -3.62549e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293620 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -36254892.000000 Penalty: 6246.180176
	Iteration 69Q: 3 clusters Score -3.625489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293626 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -36254900.000000 Penalty: 6246.180176
	Iteration 70Q: 3 clusters Score -3.62549e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293629 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -36254908.000000 Penalty: 6246.180176
	Iteration 71Q: 3 clusters Score -3.625491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293631 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -36254908.000000 Penalty: 6246.180176
	Iteration 72Q: 3 clusters Score -3.625491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293634 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -36254908.000000 Penalty: 6246.180176
	Iteration 73Q: 3 clusters Score -3.625491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293637 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -36254916.000000 Penalty: 6246.180176
	Iteration 74Q: 3 clusters Score -3.625492e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293642 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -36254908.000000 Penalty: 6246.180176
	Iteration 75Q: 3 clusters Score -3.625491e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293647 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -36254928.000000 Penalty: 6246.180176
	Iteration 76Q: 3 clusters Score -3.625493e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293653 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -36254932.000000 Penalty: 6246.180176
	Iteration 77Q: 3 clusters Score -3.625493e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293661 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -36254948.000000 Penalty: 6246.180176
	Iteration 78Q: 3 clusters Score -3.625495e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293664 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -36254960.000000 Penalty: 6246.180176
	Iteration 79Q: 3 clusters Score -3.625496e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293668 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -36254960.000000 Penalty: 6246.180176
	Iteration 80F: 3 clusters Score -3.625496e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293671 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -36254948.000000 Penalty: 6246.180176
	Iteration 81Q: 3 clusters Score -3.625495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293673 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -36254956.000000 Penalty: 6246.180176
	Iteration 82Q: 3 clusters Score -3.625496e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293673 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -36254956.000000 Penalty: 6246.180176
	Iteration 83F: 3 clusters Score -3.625496e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (41556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41556 members 
Entering Unmasked Estep 
Score: -5030130.000000 Penalty: 2637.429688
	Iteration 0F: 2 clusters Score -5030130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -5002189.000000 Penalty: 5274.859375
	Iteration 0F: 3 clusters Score -5002189 nChanged 19034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -5013139.000000 Penalty: 5274.859375
	Iteration 1F: 3 clusters Score -5013139 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -5014124.000000 Penalty: 5274.859375
	Iteration 2F: 3 clusters Score -5014124 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -5015396.000000 Penalty: 5274.859375
	Iteration 3F: 3 clusters Score -5015396 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -5017173.500000 Penalty: 5274.859375
	Iteration 4F: 3 clusters Score -5017174 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -5019312.000000 Penalty: 5274.859375
	Iteration 5F: 3 clusters Score -5019312 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -5021437.500000 Penalty: 5274.859375
	Iteration 6F: 3 clusters Score -5021438 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29421 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -5023310.500000 Penalty: 5274.859375
	Iteration 7F: 3 clusters Score -5023310 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -5024834.500000 Penalty: 5274.859375
	Iteration 8F: 3 clusters Score -5024834 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32715 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -5026056.000000 Penalty: 5274.859375
	Iteration 9Q: 3 clusters Score -5026056 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -5026928.000000 Penalty: 5274.859375
	Iteration 10Q: 3 clusters Score -5026928 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -5027579.000000 Penalty: 5274.859375
	Iteration 11Q: 3 clusters Score -5027579 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -5028087.500000 Penalty: 5274.859375
	Iteration 12Q: 3 clusters Score -5028088 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36448 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -5028520.500000 Penalty: 5274.859375
	Iteration 13Q: 3 clusters Score -5028520 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36893 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -5028835.500000 Penalty: 5274.859375
	Iteration 14Q: 3 clusters Score -5028836 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -5029058.000000 Penalty: 5274.859375
	Iteration 15Q: 3 clusters Score -5029058 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -5029256.500000 Penalty: 5274.859375
	Iteration 16Q: 3 clusters Score -5029256 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -5029378.500000 Penalty: 5274.859375
	Iteration 17Q: 3 clusters Score -5029378 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38004 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -5029494.500000 Penalty: 5274.859375
	Iteration 18Q: 3 clusters Score -5029494 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38174 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -5029570.000000 Penalty: 5274.859375
	Iteration 19Q: 3 clusters Score -5029570 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38337 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -5029661.500000 Penalty: 5274.859375
	Iteration 20F: 3 clusters Score -5029662 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38463 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -5029680.500000 Penalty: 5274.859375
	Iteration 21Q: 3 clusters Score -5029680 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38572 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -5029704.000000 Penalty: 5274.859375
	Iteration 22Q: 3 clusters Score -5029704 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38656 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -5029711.500000 Penalty: 5274.859375
	Iteration 23Q: 3 clusters Score -5029712 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38726 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -5029740.000000 Penalty: 5274.859375
	Iteration 24Q: 3 clusters Score -5029740 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38790 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -5029757.500000 Penalty: 5274.859375
	Iteration 25Q: 3 clusters Score -5029758 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38848 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -5029765.500000 Penalty: 5274.859375
	Iteration 26Q: 3 clusters Score -5029766 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -5029783.500000 Penalty: 5274.859375
	Iteration 27Q: 3 clusters Score -5029784 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -5029805.000000 Penalty: 5274.859375
	Iteration 28Q: 3 clusters Score -5029805 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38960 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -5029814.500000 Penalty: 5274.859375
	Iteration 29Q: 3 clusters Score -5029814 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38984 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -5029809.000000 Penalty: 5274.859375
	Iteration 30Q: 3 clusters Score -5029809 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -5029816.500000 Penalty: 5274.859375
	Iteration 31Q: 3 clusters Score -5029816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39011 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -5029818.500000 Penalty: 5274.859375
	Iteration 32Q: 3 clusters Score -5029818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39020 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -5029823.000000 Penalty: 5274.859375
	Iteration 33Q: 3 clusters Score -5029823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39028 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -5029823.500000 Penalty: 5274.859375
	Iteration 34Q: 3 clusters Score -5029824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39041 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -5029831.000000 Penalty: 5274.859375
	Iteration 35Q: 3 clusters Score -5029831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39048 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -5029833.000000 Penalty: 5274.859375
	Iteration 36Q: 3 clusters Score -5029833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39054 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -5029830.500000 Penalty: 5274.859375
	Iteration 37Q: 3 clusters Score -5029830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39060 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -5029835.000000 Penalty: 5274.859375
	Iteration 38Q: 3 clusters Score -5029835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39063 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -5029831.500000 Penalty: 5274.859375
	Iteration 39Q: 3 clusters Score -5029832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39065 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -5029831.500000 Penalty: 5274.859375
	Iteration 40F: 3 clusters Score -5029832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39067 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -5029829.000000 Penalty: 5274.859375
	Iteration 41Q: 3 clusters Score -5029829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39069 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -5029823.000000 Penalty: 5274.859375
	Iteration 42Q: 3 clusters Score -5029823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39071 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -5029827.000000 Penalty: 5274.859375
	Iteration 43Q: 3 clusters Score -5029827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39072 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -5029830.000000 Penalty: 5274.859375
	Iteration 44Q: 3 clusters Score -5029830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39072 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -5029830.000000 Penalty: 5274.859375
	Iteration 45F: 3 clusters Score -5029830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Entering Unmasked Estep 
Score: -116341.054688 Penalty: 1728.973877
	Iteration 0F: 2 clusters Score -116341.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -114398.273438 Penalty: 3457.947754
	Iteration 0F: 3 clusters Score -114398.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -114893.695312 Penalty: 3457.947754
	Iteration 1F: 3 clusters Score -114893.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -115110.078125 Penalty: 3457.947754
	Iteration 2F: 3 clusters Score -115110.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -115330.648438 Penalty: 3457.947754
	Iteration 3F: 3 clusters Score -115330.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -115674.453125 Penalty: 3457.947754
	Iteration 4F: 3 clusters Score -115674.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -115990.007812 Penalty: 3457.947754
	Iteration 5F: 3 clusters Score -115990 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -116228.351562 Penalty: 3457.947754
	Iteration 6F: 3 clusters Score -116228.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -116419.718750 Penalty: 3457.947754
	Iteration 7Q: 3 clusters Score -116419.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -116531.210938 Penalty: 3457.947754
	Iteration 8Q: 3 clusters Score -116531.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -116555.210938 Penalty: 3457.947754
	Iteration 9Q: 3 clusters Score -116555.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -116569.851562 Penalty: 3457.947754
	Iteration 10Q: 3 clusters Score -116569.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -116573.421875 Penalty: 3457.947754
	Iteration 11Q: 3 clusters Score -116573.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -116580.078125 Penalty: 3457.947754
	Iteration 12Q: 3 clusters Score -116580.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -116583.898438 Penalty: 3457.947754
	Iteration 13Q: 3 clusters Score -116583.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -116585.328125 Penalty: 3457.947754
	Iteration 14Q: 3 clusters Score -116585.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -116585.328125 Penalty: 3457.947754
	Iteration 15F: 3 clusters Score -116585.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58748 members 
Mstep: Class 2 contains 156390 members 
Mstep: Class 3 contains 7385 members 
Mstep: Class 4 contains 178726 members 
Mstep: Class 5 contains 10570 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 30875 members 
Mstep: Class 8 contains 18140 members 
Mstep: Class 9 contains 186206 members 
Mstep: Class 10 contains 6671 members 
Mstep: Class 11 contains 38191 members 
Mstep: Class 12 contains 8242 members 
Mstep: Class 13 contains 10543 members 
Mstep: Class 14 contains 7993 members 
Mstep: Class 15 contains 8319 members 
Mstep: Class 16 contains 8237 members 
Mstep: Class 17 contains 73192 members 
Mstep: Class 18 contains 5422 members 
Mstep: Class 19 contains 12590 members 
Mstep: Class 20 contains 2988 members 
Mstep: Class 21 contains 294521 members 
Mstep: Class 22 contains 41556 members 
Mstep: Class 23 contains 362 members 
Mstep: Class 24 contains 281928 members 
Mstep: Class 25 contains 16273 members 
Mstep: Class 26 contains 21488 members 
Mstep: Class 27 contains 17306 members 
Mstep: Class 28 contains 11422 members 
Mstep: Class 29 contains 5787 members 
Mstep: Class 30 contains 39938 members 
Mstep: Class 31 contains 2225 members 
Mstep: Class 32 contains 10498 members 
Mstep: Class 33 contains 8396 members 
Mstep: Class 34 contains 213402 members 
Mstep: Class 35 contains 172018 members 
Mstep: Class 36 contains 10281 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10859 members 
Mstep: Class 39 contains 704 members 
Entering Unmasked Estep 
Score: -235409072.000000 Penalty: 140280.062500
Splitting cluster 23 changes total score from -235410288.000000 to -235409072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (281928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281928 members 
Entering Unmasked Estep 
Score: -34351192.000000 Penalty: 3112.252930
	Iteration 0F: 2 clusters Score -3.435119e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140975 members 
Mstep: Class 2 contains 140953 members 
Entering Unmasked Estep 
Score: -34183464.000000 Penalty: 6224.505859
	Iteration 0F: 3 clusters Score -3.418346e+07 nChanged 136551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142402 members 
Mstep: Class 2 contains 139526 members 
Entering Unmasked Estep 
Score: -34263180.000000 Penalty: 6224.505859
	Iteration 1F: 3 clusters Score -3.426318e+07 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143329 members 
Mstep: Class 2 contains 138599 members 
Entering Unmasked Estep 
Score: -34264076.000000 Penalty: 6224.505859
	Iteration 2Q: 3 clusters Score -3.426408e+07 nChanged 6674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144755 members 
Mstep: Class 2 contains 137173 members 
Entering Unmasked Estep 
Score: -34265316.000000 Penalty: 6224.505859
	Iteration 3Q: 3 clusters Score -3.426532e+07 nChanged 7420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147193 members 
Mstep: Class 2 contains 134735 members 
Entering Unmasked Estep 
Score: -34266936.000000 Penalty: 6224.505859
	Iteration 4Q: 3 clusters Score -3.426694e+07 nChanged 8452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151099 members 
Mstep: Class 2 contains 130829 members 
Entering Unmasked Estep 
Score: -34268852.000000 Penalty: 6224.505859
	Iteration 5Q: 3 clusters Score -3.426885e+07 nChanged 10159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157302 members 
Mstep: Class 2 contains 124626 members 
Entering Unmasked Estep 
Score: -34272464.000000 Penalty: 6224.505859
	Iteration 6Q: 3 clusters Score -3.427246e+07 nChanged 12555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166281 members 
Mstep: Class 2 contains 115647 members 
Entering Unmasked Estep 
Score: -34277228.000000 Penalty: 6224.505859
	Iteration 7Q: 3 clusters Score -3.427723e+07 nChanged 15350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178841 members 
Mstep: Class 2 contains 103087 members 
Entering Unmasked Estep 
Score: -34284964.000000 Penalty: 6224.505859
	Iteration 8F: 3 clusters Score -3.428496e+07 nChanged 18050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195001 members 
Mstep: Class 2 contains 86927 members 
Entering Unmasked Estep 
Score: -34293792.000000 Penalty: 6224.505859
	Iteration 9F: 3 clusters Score -3.429379e+07 nChanged 20836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214771 members 
Mstep: Class 2 contains 67157 members 
Entering Unmasked Estep 
Score: -34304328.000000 Penalty: 6224.505859
	Iteration 10F: 3 clusters Score -3.430433e+07 nChanged 21804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235987 members 
Mstep: Class 2 contains 45941 members 
Entering Unmasked Estep 
Score: -34316708.000000 Penalty: 6224.505859
	Iteration 11F: 3 clusters Score -3.431671e+07 nChanged 18091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253848 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -34327948.000000 Penalty: 6224.505859
	Iteration 12F: 3 clusters Score -3.432795e+07 nChanged 12994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266754 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -34337036.000000 Penalty: 6224.505859
	Iteration 13Q: 3 clusters Score -3.433704e+07 nChanged 7592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274314 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -34342788.000000 Penalty: 6224.505859
	Iteration 14Q: 3 clusters Score -3.434279e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278075 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -34345708.000000 Penalty: 6224.505859
	Iteration 15Q: 3 clusters Score -3.434571e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279727 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -34347160.000000 Penalty: 6224.505859
	Iteration 16Q: 3 clusters Score -3.434716e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280449 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -34347844.000000 Penalty: 6224.505859
	Iteration 17Q: 3 clusters Score -3.434784e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280765 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -34348164.000000 Penalty: 6224.505859
	Iteration 18Q: 3 clusters Score -3.434816e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280934 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -34348380.000000 Penalty: 6224.505859
	Iteration 19Q: 3 clusters Score -3.434838e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281001 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -34348456.000000 Penalty: 6224.505859
	Iteration 20F: 3 clusters Score -3.434846e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281033 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -34348512.000000 Penalty: 6224.505859
	Iteration 21Q: 3 clusters Score -3.434851e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281059 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -34348572.000000 Penalty: 6224.505859
	Iteration 22Q: 3 clusters Score -3.434857e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281065 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -34348600.000000 Penalty: 6224.505859
	Iteration 23Q: 3 clusters Score -3.43486e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281071 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -34348640.000000 Penalty: 6224.505859
	Iteration 24Q: 3 clusters Score -3.434864e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281072 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -34348648.000000 Penalty: 6224.505859
	Iteration 25Q: 3 clusters Score -3.434865e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281070 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -34348668.000000 Penalty: 6224.505859
	Iteration 26Q: 3 clusters Score -3.434867e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281072 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -34348708.000000 Penalty: 6224.505859
	Iteration 27Q: 3 clusters Score -3.434871e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281073 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -34348716.000000 Penalty: 6224.505859
	Iteration 28Q: 3 clusters Score -3.434872e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281071 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -34348716.000000 Penalty: 6224.505859
	Iteration 29Q: 3 clusters Score -3.434872e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281067 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -34348716.000000 Penalty: 6224.505859
	Iteration 30Q: 3 clusters Score -3.434872e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281066 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -34348736.000000 Penalty: 6224.505859
	Iteration 31Q: 3 clusters Score -3.434874e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281059 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -34348768.000000 Penalty: 6224.505859
	Iteration 32Q: 3 clusters Score -3.434877e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281058 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -34348732.000000 Penalty: 6224.505859
	Iteration 33Q: 3 clusters Score -3.434873e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281061 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -34348752.000000 Penalty: 6224.505859
	Iteration 34Q: 3 clusters Score -3.434875e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281062 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -34348748.000000 Penalty: 6224.505859
	Iteration 35Q: 3 clusters Score -3.434875e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281061 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -34348760.000000 Penalty: 6224.505859
	Iteration 36Q: 3 clusters Score -3.434876e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281060 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -34348756.000000 Penalty: 6224.505859
	Iteration 37Q: 3 clusters Score -3.434876e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281059 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -34348756.000000 Penalty: 6224.505859
	Iteration 38Q: 3 clusters Score -3.434876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281059 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -34348760.000000 Penalty: 6224.505859
	Iteration 39Q: 3 clusters Score -3.434876e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281058 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -34348768.000000 Penalty: 6224.505859
	Iteration 40F: 3 clusters Score -3.434877e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281056 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -34348784.000000 Penalty: 6224.505859
	Iteration 41Q: 3 clusters Score -3.434878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281057 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -34348792.000000 Penalty: 6224.505859
	Iteration 42Q: 3 clusters Score -3.434879e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281059 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -34348784.000000 Penalty: 6224.505859
	Iteration 43Q: 3 clusters Score -3.434878e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281060 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -34348760.000000 Penalty: 6224.505859
	Iteration 44Q: 3 clusters Score -3.434876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281060 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -34348764.000000 Penalty: 6224.505859
	Iteration 45Q: 3 clusters Score -3.434876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281057 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -34348772.000000 Penalty: 6224.505859
	Iteration 46Q: 3 clusters Score -3.434877e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281056 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -34348764.000000 Penalty: 6224.505859
	Iteration 47Q: 3 clusters Score -3.434876e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281057 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -34348772.000000 Penalty: 6224.505859
	Iteration 48Q: 3 clusters Score -3.434877e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281056 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -34348768.000000 Penalty: 6224.505859
	Iteration 49Q: 3 clusters Score -3.434877e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281056 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -34348768.000000 Penalty: 6224.505859
	Iteration 50F: 3 clusters Score -3.434877e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (16273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Entering Unmasked Estep 
Score: -1954186.750000 Penalty: 2404.921143
	Iteration 0F: 2 clusters Score -1954187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1942528.000000 Penalty: 4809.842285
	Iteration 0F: 3 clusters Score -1942528 nChanged 7000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1946228.625000 Penalty: 4809.842285
	Iteration 1F: 3 clusters Score -1946229 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1946656.375000 Penalty: 4809.842285
	Iteration 2F: 3 clusters Score -1946656 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1947019.875000 Penalty: 4809.842285
	Iteration 3F: 3 clusters Score -1947020 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1947388.250000 Penalty: 4809.842285
	Iteration 4Q: 3 clusters Score -1947388 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1947786.250000 Penalty: 4809.842285
	Iteration 5Q: 3 clusters Score -1947786 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1948265.125000 Penalty: 4809.842285
	Iteration 6F: 3 clusters Score -1948265 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -1948845.375000 Penalty: 4809.842285
	Iteration 7F: 3 clusters Score -1948845 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -1949564.625000 Penalty: 4809.842285
	Iteration 8F: 3 clusters Score -1949565 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -1950239.000000 Penalty: 4809.842285
	Iteration 9F: 3 clusters Score -1950239 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -1950860.000000 Penalty: 4809.842285
	Iteration 10Q: 3 clusters Score -1950860 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -1951364.000000 Penalty: 4809.842285
	Iteration 11Q: 3 clusters Score -1951364 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -1951704.250000 Penalty: 4809.842285
	Iteration 12Q: 3 clusters Score -1951704 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -1951896.125000 Penalty: 4809.842285
	Iteration 13Q: 3 clusters Score -1951896 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -1952010.500000 Penalty: 4809.842285
	Iteration 14Q: 3 clusters Score -1952010 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -1952054.125000 Penalty: 4809.842285
	Iteration 15Q: 3 clusters Score -1952054 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -1952085.375000 Penalty: 4809.842285
	Iteration 16Q: 3 clusters Score -1952085 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -1952100.250000 Penalty: 4809.842285
	Iteration 17Q: 3 clusters Score -1952100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -1952106.500000 Penalty: 4809.842285
	Iteration 18Q: 3 clusters Score -1952106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -1952118.875000 Penalty: 4809.842285
	Iteration 19Q: 3 clusters Score -1952119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -1952123.000000 Penalty: 4809.842285
	Iteration 20F: 3 clusters Score -1952123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -1952131.875000 Penalty: 4809.842285
	Iteration 21Q: 3 clusters Score -1952132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -1952145.875000 Penalty: 4809.842285
	Iteration 22Q: 3 clusters Score -1952146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -1952147.750000 Penalty: 4809.842285
	Iteration 23Q: 3 clusters Score -1952148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -1952157.375000 Penalty: 4809.842285
	Iteration 24Q: 3 clusters Score -1952157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -1952169.375000 Penalty: 4809.842285
	Iteration 25Q: 3 clusters Score -1952169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -1952175.500000 Penalty: 4809.842285
	Iteration 26Q: 3 clusters Score -1952176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -1952176.250000 Penalty: 4809.842285
	Iteration 27Q: 3 clusters Score -1952176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -1952177.625000 Penalty: 4809.842285
	Iteration 28Q: 3 clusters Score -1952178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -1952180.875000 Penalty: 4809.842285
	Iteration 29Q: 3 clusters Score -1952181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -1952183.000000 Penalty: 4809.842285
	Iteration 30Q: 3 clusters Score -1952183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -1952183.500000 Penalty: 4809.842285
	Iteration 31Q: 3 clusters Score -1952184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -1952183.500000 Penalty: 4809.842285
	Iteration 32F: 3 clusters Score -1952184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (21488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Entering Unmasked Estep 
Score: -2526144.750000 Penalty: 2473.862061
	Iteration 0F: 2 clusters Score -2526145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -2511125.500000 Penalty: 4947.724121
	Iteration 0F: 3 clusters Score -2511126 nChanged 9478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -2516175.500000 Penalty: 4947.724121
	Iteration 1F: 3 clusters Score -2516176 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -2516676.250000 Penalty: 4947.724121
	Iteration 2F: 3 clusters Score -2516676 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -2517169.000000 Penalty: 4947.724121
	Iteration 3F: 3 clusters Score -2517169 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -2517706.250000 Penalty: 4947.724121
	Iteration 4F: 3 clusters Score -2517706 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -2518430.250000 Penalty: 4947.724121
	Iteration 5F: 3 clusters Score -2518430 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -2519396.000000 Penalty: 4947.724121
	Iteration 6F: 3 clusters Score -2519396 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -2520415.000000 Penalty: 4947.724121
	Iteration 7F: 3 clusters Score -2520415 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -2521348.750000 Penalty: 4947.724121
	Iteration 8F: 3 clusters Score -2521349 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -2522125.500000 Penalty: 4947.724121
	Iteration 9Q: 3 clusters Score -2522126 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -2522701.500000 Penalty: 4947.724121
	Iteration 10Q: 3 clusters Score -2522702 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -2523130.250000 Penalty: 4947.724121
	Iteration 11Q: 3 clusters Score -2523130 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -2523426.250000 Penalty: 4947.724121
	Iteration 12Q: 3 clusters Score -2523426 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -2523578.500000 Penalty: 4947.724121
	Iteration 13Q: 3 clusters Score -2523578 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -2523697.750000 Penalty: 4947.724121
	Iteration 14Q: 3 clusters Score -2523698 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -2523798.750000 Penalty: 4947.724121
	Iteration 15Q: 3 clusters Score -2523799 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -2523862.750000 Penalty: 4947.724121
	Iteration 16Q: 3 clusters Score -2523863 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -2523903.250000 Penalty: 4947.724121
	Iteration 17Q: 3 clusters Score -2523903 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -2523943.000000 Penalty: 4947.724121
	Iteration 18Q: 3 clusters Score -2523943 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -2523965.500000 Penalty: 4947.724121
	Iteration 19Q: 3 clusters Score -2523966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -2523977.250000 Penalty: 4947.724121
	Iteration 20F: 3 clusters Score -2523977 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -2523984.750000 Penalty: 4947.724121
	Iteration 21Q: 3 clusters Score -2523985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -2523992.250000 Penalty: 4947.724121
	Iteration 22Q: 3 clusters Score -2523992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -2524001.500000 Penalty: 4947.724121
	Iteration 23Q: 3 clusters Score -2524002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -2524009.750000 Penalty: 4947.724121
	Iteration 24Q: 3 clusters Score -2524010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -2524011.000000 Penalty: 4947.724121
	Iteration 25Q: 3 clusters Score -2524011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -2524014.500000 Penalty: 4947.724121
	Iteration 26Q: 3 clusters Score -2524014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -2524021.000000 Penalty: 4947.724121
	Iteration 27Q: 3 clusters Score -2524021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -2524027.250000 Penalty: 4947.724121
	Iteration 28Q: 3 clusters Score -2524027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -2524030.000000 Penalty: 4947.724121
	Iteration 29Q: 3 clusters Score -2524030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -2524030.750000 Penalty: 4947.724121
	Iteration 30Q: 3 clusters Score -2524031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -2524029.000000 Penalty: 4947.724121
	Iteration 31Q: 3 clusters Score -2524029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -2524027.750000 Penalty: 4947.724121
	Iteration 32Q: 3 clusters Score -2524028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -2524027.750000 Penalty: 4947.724121
	Iteration 33F: 3 clusters Score -2524028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (17306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Entering Unmasked Estep 
Score: -2045883.250000 Penalty: 2420.184326
	Iteration 0F: 2 clusters Score -2045883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -2033629.625000 Penalty: 4840.368652
	Iteration 0F: 3 clusters Score -2033630 nChanged 7505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -2037636.375000 Penalty: 4840.368652
	Iteration 1F: 3 clusters Score -2037636 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -2038066.500000 Penalty: 4840.368652
	Iteration 2F: 3 clusters Score -2038066 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -2038481.750000 Penalty: 4840.368652
	Iteration 3F: 3 clusters Score -2038482 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -2038874.250000 Penalty: 4840.368652
	Iteration 4Q: 3 clusters Score -2038874 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -2039266.125000 Penalty: 4840.368652
	Iteration 5Q: 3 clusters Score -2039266 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -2039701.125000 Penalty: 4840.368652
	Iteration 6Q: 3 clusters Score -2039701 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -2040148.625000 Penalty: 4840.368652
	Iteration 7Q: 3 clusters Score -2040149 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -2040657.875000 Penalty: 4840.368652
	Iteration 8Q: 3 clusters Score -2040658 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -2041249.250000 Penalty: 4840.368652
	Iteration 9F: 3 clusters Score -2041249 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -2041945.875000 Penalty: 4840.368652
	Iteration 10F: 3 clusters Score -2041946 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2042566.375000 Penalty: 4840.368652
	Iteration 11Q: 3 clusters Score -2042566 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2043049.875000 Penalty: 4840.368652
	Iteration 12Q: 3 clusters Score -2043050 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2043363.625000 Penalty: 4840.368652
	Iteration 13Q: 3 clusters Score -2043364 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2043574.000000 Penalty: 4840.368652
	Iteration 14Q: 3 clusters Score -2043574 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2043695.875000 Penalty: 4840.368652
	Iteration 15Q: 3 clusters Score -2043696 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2043763.250000 Penalty: 4840.368652
	Iteration 16Q: 3 clusters Score -2043763 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2043809.875000 Penalty: 4840.368652
	Iteration 17Q: 3 clusters Score -2043810 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2043836.250000 Penalty: 4840.368652
	Iteration 18Q: 3 clusters Score -2043836 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2043849.875000 Penalty: 4840.368652
	Iteration 19Q: 3 clusters Score -2043850 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2043866.625000 Penalty: 4840.368652
	Iteration 20F: 3 clusters Score -2043867 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2043882.125000 Penalty: 4840.368652
	Iteration 21Q: 3 clusters Score -2043882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2043891.125000 Penalty: 4840.368652
	Iteration 22Q: 3 clusters Score -2043891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2043903.375000 Penalty: 4840.368652
	Iteration 23Q: 3 clusters Score -2043903 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2043914.000000 Penalty: 4840.368652
	Iteration 24Q: 3 clusters Score -2043914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2043915.250000 Penalty: 4840.368652
	Iteration 25Q: 3 clusters Score -2043915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2043920.875000 Penalty: 4840.368652
	Iteration 26Q: 3 clusters Score -2043921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2043922.875000 Penalty: 4840.368652
	Iteration 27Q: 3 clusters Score -2043923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2043927.500000 Penalty: 4840.368652
	Iteration 28Q: 3 clusters Score -2043928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2043930.875000 Penalty: 4840.368652
	Iteration 29Q: 3 clusters Score -2043931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2043932.875000 Penalty: 4840.368652
	Iteration 30Q: 3 clusters Score -2043933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2043934.625000 Penalty: 4840.368652
	Iteration 31Q: 3 clusters Score -2043935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2043941.875000 Penalty: 4840.368652
	Iteration 32Q: 3 clusters Score -2043942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2043943.375000 Penalty: 4840.368652
	Iteration 33Q: 3 clusters Score -2043943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2043945.500000 Penalty: 4840.368652
	Iteration 34Q: 3 clusters Score -2043946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2043948.250000 Penalty: 4840.368652
	Iteration 35Q: 3 clusters Score -2043948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2043948.125000 Penalty: 4840.368652
	Iteration 36Q: 3 clusters Score -2043948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2043947.625000 Penalty: 4840.368652
	Iteration 37Q: 3 clusters Score -2043948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2043949.375000 Penalty: 4840.368652
	Iteration 38Q: 3 clusters Score -2043949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2043952.125000 Penalty: 4840.368652
	Iteration 39Q: 3 clusters Score -2043952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2043953.375000 Penalty: 4840.368652
	Iteration 40F: 3 clusters Score -2043953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2043961.000000 Penalty: 4840.368652
	Iteration 41Q: 3 clusters Score -2043961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2043969.500000 Penalty: 4840.368652
	Iteration 42Q: 3 clusters Score -2043970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2043971.250000 Penalty: 4840.368652
	Iteration 43Q: 3 clusters Score -2043971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2043975.125000 Penalty: 4840.368652
	Iteration 44Q: 3 clusters Score -2043975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2043978.750000 Penalty: 4840.368652
	Iteration 45Q: 3 clusters Score -2043979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2043979.125000 Penalty: 4840.368652
	Iteration 46Q: 3 clusters Score -2043979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2043982.875000 Penalty: 4840.368652
	Iteration 47Q: 3 clusters Score -2043983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2043985.375000 Penalty: 4840.368652
	Iteration 48Q: 3 clusters Score -2043985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2043988.000000 Penalty: 4840.368652
	Iteration 49Q: 3 clusters Score -2043988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2043988.250000 Penalty: 4840.368652
	Iteration 50Q: 3 clusters Score -2043988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2043989.000000 Penalty: 4840.368652
	Iteration 51Q: 3 clusters Score -2043989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2043991.500000 Penalty: 4840.368652
	Iteration 52Q: 3 clusters Score -2043992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2043993.250000 Penalty: 4840.368652
	Iteration 53Q: 3 clusters Score -2043993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2043993.125000 Penalty: 4840.368652
	Iteration 54Q: 3 clusters Score -2043993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2043992.750000 Penalty: 4840.368652
	Iteration 55Q: 3 clusters Score -2043993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2043995.250000 Penalty: 4840.368652
	Iteration 56Q: 3 clusters Score -2043995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2043995.250000 Penalty: 4840.368652
	Iteration 57F: 3 clusters Score -2043995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Entering Unmasked Estep 
Score: -1323699.125000 Penalty: 2317.137695
	Iteration 0F: 2 clusters Score -1323699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1315163.500000 Penalty: 4634.275391
	Iteration 0F: 3 clusters Score -1315164 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1318030.125000 Penalty: 4634.275391
	Iteration 1F: 3 clusters Score -1318030 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1318613.250000 Penalty: 4634.275391
	Iteration 2F: 3 clusters Score -1318613 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1319041.250000 Penalty: 4634.275391
	Iteration 3F: 3 clusters Score -1319041 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1319388.250000 Penalty: 4634.275391
	Iteration 4F: 3 clusters Score -1319388 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1319710.750000 Penalty: 4634.275391
	Iteration 5Q: 3 clusters Score -1319711 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1320029.500000 Penalty: 4634.275391
	Iteration 6Q: 3 clusters Score -1320030 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1320305.750000 Penalty: 4634.275391
	Iteration 7Q: 3 clusters Score -1320306 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1320570.375000 Penalty: 4634.275391
	Iteration 8Q: 3 clusters Score -1320570 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1320801.250000 Penalty: 4634.275391
	Iteration 9Q: 3 clusters Score -1320801 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1321000.500000 Penalty: 4634.275391
	Iteration 10Q: 3 clusters Score -1321000 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1321177.750000 Penalty: 4634.275391
	Iteration 11Q: 3 clusters Score -1321178 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1321340.625000 Penalty: 4634.275391
	Iteration 12Q: 3 clusters Score -1321341 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1321496.625000 Penalty: 4634.275391
	Iteration 13Q: 3 clusters Score -1321497 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1321620.375000 Penalty: 4634.275391
	Iteration 14Q: 3 clusters Score -1321620 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1321706.375000 Penalty: 4634.275391
	Iteration 15Q: 3 clusters Score -1321706 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1321774.375000 Penalty: 4634.275391
	Iteration 16Q: 3 clusters Score -1321774 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1321829.375000 Penalty: 4634.275391
	Iteration 17Q: 3 clusters Score -1321829 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1321876.375000 Penalty: 4634.275391
	Iteration 18Q: 3 clusters Score -1321876 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1321914.500000 Penalty: 4634.275391
	Iteration 19Q: 3 clusters Score -1321914 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1321947.375000 Penalty: 4634.275391
	Iteration 20F: 3 clusters Score -1321947 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1321972.625000 Penalty: 4634.275391
	Iteration 21Q: 3 clusters Score -1321973 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1321998.875000 Penalty: 4634.275391
	Iteration 22Q: 3 clusters Score -1321999 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1322010.500000 Penalty: 4634.275391
	Iteration 23Q: 3 clusters Score -1322010 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1322024.875000 Penalty: 4634.275391
	Iteration 24Q: 3 clusters Score -1322025 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1322030.500000 Penalty: 4634.275391
	Iteration 25Q: 3 clusters Score -1322030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1322033.625000 Penalty: 4634.275391
	Iteration 26Q: 3 clusters Score -1322034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1322039.875000 Penalty: 4634.275391
	Iteration 27Q: 3 clusters Score -1322040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1322042.375000 Penalty: 4634.275391
	Iteration 28Q: 3 clusters Score -1322042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1322044.625000 Penalty: 4634.275391
	Iteration 29Q: 3 clusters Score -1322045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1322046.125000 Penalty: 4634.275391
	Iteration 30Q: 3 clusters Score -1322046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1322048.375000 Penalty: 4634.275391
	Iteration 31Q: 3 clusters Score -1322048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1322048.125000 Penalty: 4634.275391
	Iteration 32Q: 3 clusters Score -1322048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1322049.875000 Penalty: 4634.275391
	Iteration 33Q: 3 clusters Score -1322050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1322049.875000 Penalty: 4634.275391
	Iteration 34F: 3 clusters Score -1322050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Entering Unmasked Estep 
Score: -645569.687500 Penalty: 2148.515625
	Iteration 0F: 2 clusters Score -645569.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -640583.187500 Penalty: 4297.031250
	Iteration 0F: 3 clusters Score -640583.2 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -641942.750000 Penalty: 4297.031250
	Iteration 1F: 3 clusters Score -641942.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -642262.062500 Penalty: 4297.031250
	Iteration 2F: 3 clusters Score -642262.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -642567.312500 Penalty: 4297.031250
	Iteration 3F: 3 clusters Score -642567.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -642899.375000 Penalty: 4297.031250
	Iteration 4F: 3 clusters Score -642899.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -643228.687500 Penalty: 4297.031250
	Iteration 5F: 3 clusters Score -643228.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -643540.500000 Penalty: 4297.031250
	Iteration 6F: 3 clusters Score -643540.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -643815.000000 Penalty: 4297.031250
	Iteration 7F: 3 clusters Score -643815 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -644011.312500 Penalty: 4297.031250
	Iteration 8Q: 3 clusters Score -644011.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -644143.937500 Penalty: 4297.031250
	Iteration 9Q: 3 clusters Score -644143.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -644228.687500 Penalty: 4297.031250
	Iteration 10Q: 3 clusters Score -644228.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -644301.562500 Penalty: 4297.031250
	Iteration 11Q: 3 clusters Score -644301.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -644358.562500 Penalty: 4297.031250
	Iteration 12Q: 3 clusters Score -644358.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -644398.562500 Penalty: 4297.031250
	Iteration 13Q: 3 clusters Score -644398.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -644428.312500 Penalty: 4297.031250
	Iteration 14Q: 3 clusters Score -644428.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -644457.562500 Penalty: 4297.031250
	Iteration 15Q: 3 clusters Score -644457.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -644476.562500 Penalty: 4297.031250
	Iteration 16Q: 3 clusters Score -644476.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -644486.250000 Penalty: 4297.031250
	Iteration 17Q: 3 clusters Score -644486.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -644493.062500 Penalty: 4297.031250
	Iteration 18Q: 3 clusters Score -644493.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -644499.875000 Penalty: 4297.031250
	Iteration 19Q: 3 clusters Score -644499.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -644505.875000 Penalty: 4297.031250
	Iteration 20F: 3 clusters Score -644505.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -644508.250000 Penalty: 4297.031250
	Iteration 21Q: 3 clusters Score -644508.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -644508.750000 Penalty: 4297.031250
	Iteration 22Q: 3 clusters Score -644508.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -644511.250000 Penalty: 4297.031250
	Iteration 23Q: 3 clusters Score -644511.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -644511.250000 Penalty: 4297.031250
	Iteration 24Q: 3 clusters Score -644511.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -644511.625000 Penalty: 4297.031250
	Iteration 25Q: 3 clusters Score -644511.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -644512.500000 Penalty: 4297.031250
	Iteration 26Q: 3 clusters Score -644512.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -644512.500000 Penalty: 4297.031250
	Iteration 27F: 3 clusters Score -644512.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (39938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39938 members 
Entering Unmasked Estep 
Score: -4473742.000000 Penalty: 2627.580566
	Iteration 0F: 2 clusters Score -4473742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -4446836.000000 Penalty: 5255.161133
	Iteration 0F: 3 clusters Score -4446836 nChanged 18265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -4457416.500000 Penalty: 5255.161133
	Iteration 1F: 3 clusters Score -4457416 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -4458630.500000 Penalty: 5255.161133
	Iteration 2F: 3 clusters Score -4458630 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -4459949.500000 Penalty: 5255.161133
	Iteration 3F: 3 clusters Score -4459950 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -4461065.500000 Penalty: 5255.161133
	Iteration 4F: 3 clusters Score -4461066 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -4461953.500000 Penalty: 5255.161133
	Iteration 5F: 3 clusters Score -4461954 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -4462731.000000 Penalty: 5255.161133
	Iteration 6Q: 3 clusters Score -4462731 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -4463344.500000 Penalty: 5255.161133
	Iteration 7Q: 3 clusters Score -4463344 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -4463842.000000 Penalty: 5255.161133
	Iteration 8Q: 3 clusters Score -4463842 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -4464249.000000 Penalty: 5255.161133
	Iteration 9Q: 3 clusters Score -4464249 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -4464652.500000 Penalty: 5255.161133
	Iteration 10Q: 3 clusters Score -4464652 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -4464894.000000 Penalty: 5255.161133
	Iteration 11Q: 3 clusters Score -4464894 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -4465192.500000 Penalty: 5255.161133
	Iteration 12Q: 3 clusters Score -4465192 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -4465390.000000 Penalty: 5255.161133
	Iteration 13Q: 3 clusters Score -4465390 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -4465563.000000 Penalty: 5255.161133
	Iteration 14Q: 3 clusters Score -4465563 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -4465767.000000 Penalty: 5255.161133
	Iteration 15Q: 3 clusters Score -4465767 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -4465942.000000 Penalty: 5255.161133
	Iteration 16Q: 3 clusters Score -4465942 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -4466090.000000 Penalty: 5255.161133
	Iteration 17Q: 3 clusters Score -4466090 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -4466256.000000 Penalty: 5255.161133
	Iteration 18Q: 3 clusters Score -4466256 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -4466398.500000 Penalty: 5255.161133
	Iteration 19Q: 3 clusters Score -4466398 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -4466571.500000 Penalty: 5255.161133
	Iteration 20F: 3 clusters Score -4466572 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -4466711.500000 Penalty: 5255.161133
	Iteration 21Q: 3 clusters Score -4466712 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -4466855.500000 Penalty: 5255.161133
	Iteration 22Q: 3 clusters Score -4466856 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -4467002.500000 Penalty: 5255.161133
	Iteration 23Q: 3 clusters Score -4467002 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -4467138.000000 Penalty: 5255.161133
	Iteration 24Q: 3 clusters Score -4467138 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -4467252.000000 Penalty: 5255.161133
	Iteration 25Q: 3 clusters Score -4467252 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -4467382.500000 Penalty: 5255.161133
	Iteration 26Q: 3 clusters Score -4467382 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -4467483.500000 Penalty: 5255.161133
	Iteration 27Q: 3 clusters Score -4467484 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -4467609.500000 Penalty: 5255.161133
	Iteration 28Q: 3 clusters Score -4467610 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -4467717.000000 Penalty: 5255.161133
	Iteration 29Q: 3 clusters Score -4467717 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27649 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -4467846.500000 Penalty: 5255.161133
	Iteration 30Q: 3 clusters Score -4467846 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -4467972.500000 Penalty: 5255.161133
	Iteration 31Q: 3 clusters Score -4467972 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -4468167.500000 Penalty: 5255.161133
	Iteration 32Q: 3 clusters Score -4468168 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -4468327.000000 Penalty: 5255.161133
	Iteration 33Q: 3 clusters Score -4468327 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29790 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -4468477.000000 Penalty: 5255.161133
	Iteration 34Q: 3 clusters Score -4468477 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30330 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -4468643.000000 Penalty: 5255.161133
	Iteration 35Q: 3 clusters Score -4468643 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -4468828.000000 Penalty: 5255.161133
	Iteration 36Q: 3 clusters Score -4468828 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -4468995.000000 Penalty: 5255.161133
	Iteration 37Q: 3 clusters Score -4468995 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -4469210.500000 Penalty: 5255.161133
	Iteration 38Q: 3 clusters Score -4469210 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -4469408.000000 Penalty: 5255.161133
	Iteration 39Q: 3 clusters Score -4469408 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33041 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -4469584.500000 Penalty: 5255.161133
	Iteration 40F: 3 clusters Score -4469584 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -4469788.000000 Penalty: 5255.161133
	Iteration 41Q: 3 clusters Score -4469788 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34059 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -4469970.500000 Penalty: 5255.161133
	Iteration 42Q: 3 clusters Score -4469970 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34530 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -4470145.500000 Penalty: 5255.161133
	Iteration 43Q: 3 clusters Score -4470146 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34994 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -4470322.500000 Penalty: 5255.161133
	Iteration 44Q: 3 clusters Score -4470322 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35431 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -4470496.500000 Penalty: 5255.161133
	Iteration 45Q: 3 clusters Score -4470496 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35838 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -4470659.500000 Penalty: 5255.161133
	Iteration 46Q: 3 clusters Score -4470660 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36217 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -4470831.000000 Penalty: 5255.161133
	Iteration 47Q: 3 clusters Score -4470831 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -4470980.500000 Penalty: 5255.161133
	Iteration 48Q: 3 clusters Score -4470980 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36897 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -4471107.500000 Penalty: 5255.161133
	Iteration 49Q: 3 clusters Score -4471108 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -4471236.500000 Penalty: 5255.161133
	Iteration 50Q: 3 clusters Score -4471236 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37461 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -4471371.000000 Penalty: 5255.161133
	Iteration 51Q: 3 clusters Score -4471371 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37703 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -4471512.000000 Penalty: 5255.161133
	Iteration 52Q: 3 clusters Score -4471512 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37925 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -4471637.500000 Penalty: 5255.161133
	Iteration 53Q: 3 clusters Score -4471638 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38094 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -4471724.500000 Penalty: 5255.161133
	Iteration 54Q: 3 clusters Score -4471724 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38245 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -4471780.000000 Penalty: 5255.161133
	Iteration 55Q: 3 clusters Score -4471780 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -4471855.500000 Penalty: 5255.161133
	Iteration 56Q: 3 clusters Score -4471856 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38475 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -4471931.000000 Penalty: 5255.161133
	Iteration 57Q: 3 clusters Score -4471931 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38555 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -4471975.000000 Penalty: 5255.161133
	Iteration 58Q: 3 clusters Score -4471975 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -4472024.000000 Penalty: 5255.161133
	Iteration 59Q: 3 clusters Score -4472024 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38696 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -4472063.000000 Penalty: 5255.161133
	Iteration 60F: 3 clusters Score -4472063 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38759 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -4472099.000000 Penalty: 5255.161133
	Iteration 61Q: 3 clusters Score -4472099 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38805 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -4472126.000000 Penalty: 5255.161133
	Iteration 62Q: 3 clusters Score -4472126 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38846 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -4472157.500000 Penalty: 5255.161133
	Iteration 63Q: 3 clusters Score -4472158 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38878 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -4472179.000000 Penalty: 5255.161133
	Iteration 64Q: 3 clusters Score -4472179 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38905 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -4472188.000000 Penalty: 5255.161133
	Iteration 65Q: 3 clusters Score -4472188 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38937 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -4472200.000000 Penalty: 5255.161133
	Iteration 66Q: 3 clusters Score -4472200 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38961 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -4472214.000000 Penalty: 5255.161133
	Iteration 67Q: 3 clusters Score -4472214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38974 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4472211.500000 Penalty: 5255.161133
	Iteration 68Q: 3 clusters Score -4472212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38983 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -4472218.000000 Penalty: 5255.161133
	Iteration 69Q: 3 clusters Score -4472218 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38999 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4472219.000000 Penalty: 5255.161133
	Iteration 70Q: 3 clusters Score -4472219 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4472226.500000 Penalty: 5255.161133
	Iteration 71Q: 3 clusters Score -4472226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39015 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -4472229.500000 Penalty: 5255.161133
	Iteration 72Q: 3 clusters Score -4472230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39020 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -4472223.000000 Penalty: 5255.161133
	Iteration 73Q: 3 clusters Score -4472223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39023 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -4472231.000000 Penalty: 5255.161133
	Iteration 74Q: 3 clusters Score -4472231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39024 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4472228.500000 Penalty: 5255.161133
	Iteration 75Q: 3 clusters Score -4472228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39025 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -4472228.500000 Penalty: 5255.161133
	Iteration 76Q: 3 clusters Score -4472228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39027 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4472232.500000 Penalty: 5255.161133
	Iteration 77Q: 3 clusters Score -4472232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39029 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -4472231.500000 Penalty: 5255.161133
	Iteration 78Q: 3 clusters Score -4472232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -4472230.000000 Penalty: 5255.161133
	Iteration 79Q: 3 clusters Score -4472230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39034 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -4472228.500000 Penalty: 5255.161133
	Iteration 80F: 3 clusters Score -4472228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Entering Unmasked Estep 
Score: -257391.453125 Penalty: 1911.463013
	Iteration 0F: 2 clusters Score -257391.5 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 1098 members 
Entering Unmasked Estep 
Score: -254634.218750 Penalty: 3822.926025
	Iteration 0F: 3 clusters Score -254634.2 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -255139.250000 Penalty: 3822.926025
	Iteration 1F: 3 clusters Score -255139.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -255266.812500 Penalty: 3822.926025
	Iteration 2F: 3 clusters Score -255266.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -255329.781250 Penalty: 3822.926025
	Iteration 3Q: 3 clusters Score -255329.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -255367.468750 Penalty: 3822.926025
	Iteration 4Q: 3 clusters Score -255367.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -255391.718750 Penalty: 3822.926025
	Iteration 5Q: 3 clusters Score -255391.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -255408.296875 Penalty: 3822.926025
	Iteration 6Q: 3 clusters Score -255408.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -255421.500000 Penalty: 3822.926025
	Iteration 7Q: 3 clusters Score -255421.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -255435.234375 Penalty: 3822.926025
	Iteration 8Q: 3 clusters Score -255435.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -255444.375000 Penalty: 3822.926025
	Iteration 9Q: 3 clusters Score -255444.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -255451.843750 Penalty: 3822.926025
	Iteration 10Q: 3 clusters Score -255451.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -255457.359375 Penalty: 3822.926025
	Iteration 11Q: 3 clusters Score -255457.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -255464.609375 Penalty: 3822.926025
	Iteration 12Q: 3 clusters Score -255464.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -255470.703125 Penalty: 3822.926025
	Iteration 13Q: 3 clusters Score -255470.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -255475.640625 Penalty: 3822.926025
	Iteration 14Q: 3 clusters Score -255475.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -255478.828125 Penalty: 3822.926025
	Iteration 15Q: 3 clusters Score -255478.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -255479.171875 Penalty: 3822.926025
	Iteration 16Q: 3 clusters Score -255479.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -255481.078125 Penalty: 3822.926025
	Iteration 17Q: 3 clusters Score -255481.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -255482.437500 Penalty: 3822.926025
	Iteration 18Q: 3 clusters Score -255482.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -255483.484375 Penalty: 3822.926025
	Iteration 19Q: 3 clusters Score -255483.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -255485.046875 Penalty: 3822.926025
	Iteration 20F: 3 clusters Score -255485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -255486.359375 Penalty: 3822.926025
	Iteration 21Q: 3 clusters Score -255486.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -255487.093750 Penalty: 3822.926025
	Iteration 22Q: 3 clusters Score -255487.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -255488.640625 Penalty: 3822.926025
	Iteration 23Q: 3 clusters Score -255488.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -255489.125000 Penalty: 3822.926025
	Iteration 24Q: 3 clusters Score -255489.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -255490.968750 Penalty: 3822.926025
	Iteration 25Q: 3 clusters Score -255491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -255491.187500 Penalty: 3822.926025
	Iteration 26Q: 3 clusters Score -255491.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -255491.187500 Penalty: 3822.926025
	Iteration 27F: 3 clusters Score -255491.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Entering Unmasked Estep 
Score: -1221977.375000 Penalty: 2296.217041
	Iteration 0F: 2 clusters Score -1221977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1214056.000000 Penalty: 4592.434082
	Iteration 0F: 3 clusters Score -1214056 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1216717.125000 Penalty: 4592.434082
	Iteration 1F: 3 clusters Score -1216717 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1217309.500000 Penalty: 4592.434082
	Iteration 2F: 3 clusters Score -1217310 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1217839.625000 Penalty: 4592.434082
	Iteration 3F: 3 clusters Score -1217840 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1218263.000000 Penalty: 4592.434082
	Iteration 4F: 3 clusters Score -1218263 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1218638.000000 Penalty: 4592.434082
	Iteration 5F: 3 clusters Score -1218638 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1218953.750000 Penalty: 4592.434082
	Iteration 6Q: 3 clusters Score -1218954 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1219222.000000 Penalty: 4592.434082
	Iteration 7Q: 3 clusters Score -1219222 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1219460.250000 Penalty: 4592.434082
	Iteration 8Q: 3 clusters Score -1219460 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1219673.125000 Penalty: 4592.434082
	Iteration 9Q: 3 clusters Score -1219673 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1219837.500000 Penalty: 4592.434082
	Iteration 10Q: 3 clusters Score -1219838 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1219975.625000 Penalty: 4592.434082
	Iteration 11Q: 3 clusters Score -1219976 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1220112.500000 Penalty: 4592.434082
	Iteration 12Q: 3 clusters Score -1220112 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1220228.750000 Penalty: 4592.434082
	Iteration 13Q: 3 clusters Score -1220229 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1220321.250000 Penalty: 4592.434082
	Iteration 14Q: 3 clusters Score -1220321 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1220414.250000 Penalty: 4592.434082
	Iteration 15Q: 3 clusters Score -1220414 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1220497.125000 Penalty: 4592.434082
	Iteration 16Q: 3 clusters Score -1220497 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1220560.250000 Penalty: 4592.434082
	Iteration 17Q: 3 clusters Score -1220560 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1220633.750000 Penalty: 4592.434082
	Iteration 18Q: 3 clusters Score -1220634 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1220707.625000 Penalty: 4592.434082
	Iteration 19Q: 3 clusters Score -1220708 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1220770.875000 Penalty: 4592.434082
	Iteration 20F: 3 clusters Score -1220771 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1220824.000000 Penalty: 4592.434082
	Iteration 21Q: 3 clusters Score -1220824 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1220876.375000 Penalty: 4592.434082
	Iteration 22Q: 3 clusters Score -1220876 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1220905.750000 Penalty: 4592.434082
	Iteration 23Q: 3 clusters Score -1220906 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1220919.125000 Penalty: 4592.434082
	Iteration 24Q: 3 clusters Score -1220919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1220925.125000 Penalty: 4592.434082
	Iteration 25Q: 3 clusters Score -1220925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1220931.750000 Penalty: 4592.434082
	Iteration 26Q: 3 clusters Score -1220932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1220935.375000 Penalty: 4592.434082
	Iteration 27Q: 3 clusters Score -1220935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1220938.875000 Penalty: 4592.434082
	Iteration 28Q: 3 clusters Score -1220939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1220938.875000 Penalty: 4592.434082
	Iteration 29Q: 3 clusters Score -1220939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1220937.750000 Penalty: 4592.434082
	Iteration 30Q: 3 clusters Score -1220938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1220939.250000 Penalty: 4592.434082
	Iteration 31Q: 3 clusters Score -1220939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1220939.250000 Penalty: 4592.434082
	Iteration 32F: 3 clusters Score -1220939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Entering Unmasked Estep 
Score: -1023268.312500 Penalty: 2240.806641
	Iteration 0F: 2 clusters Score -1023268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1016676.312500 Penalty: 4481.613281
	Iteration 0F: 3 clusters Score -1016676 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1018403.187500 Penalty: 4481.613281
	Iteration 1F: 3 clusters Score -1018403 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1018691.062500 Penalty: 4481.613281
	Iteration 2F: 3 clusters Score -1018691 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1018869.562500 Penalty: 4481.613281
	Iteration 3F: 3 clusters Score -1018870 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1019011.937500 Penalty: 4481.613281
	Iteration 4Q: 3 clusters Score -1019012 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1019128.937500 Penalty: 4481.613281
	Iteration 5Q: 3 clusters Score -1019129 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1019203.687500 Penalty: 4481.613281
	Iteration 6Q: 3 clusters Score -1019204 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1019270.937500 Penalty: 4481.613281
	Iteration 7Q: 3 clusters Score -1019271 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1019334.750000 Penalty: 4481.613281
	Iteration 8Q: 3 clusters Score -1019335 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1019386.875000 Penalty: 4481.613281
	Iteration 9Q: 3 clusters Score -1019387 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1019438.875000 Penalty: 4481.613281
	Iteration 10Q: 3 clusters Score -1019439 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1019493.125000 Penalty: 4481.613281
	Iteration 11Q: 3 clusters Score -1019493 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1019540.625000 Penalty: 4481.613281
	Iteration 12Q: 3 clusters Score -1019541 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1019583.437500 Penalty: 4481.613281
	Iteration 13Q: 3 clusters Score -1019583 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1019629.812500 Penalty: 4481.613281
	Iteration 14Q: 3 clusters Score -1019630 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1019662.250000 Penalty: 4481.613281
	Iteration 15Q: 3 clusters Score -1019662 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1019694.125000 Penalty: 4481.613281
	Iteration 16Q: 3 clusters Score -1019694 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1019719.062500 Penalty: 4481.613281
	Iteration 17Q: 3 clusters Score -1019719 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1019738.562500 Penalty: 4481.613281
	Iteration 18Q: 3 clusters Score -1019739 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1019759.750000 Penalty: 4481.613281
	Iteration 19Q: 3 clusters Score -1019760 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1019780.312500 Penalty: 4481.613281
	Iteration 20F: 3 clusters Score -1019780 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1019799.250000 Penalty: 4481.613281
	Iteration 21Q: 3 clusters Score -1019799 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1019823.312500 Penalty: 4481.613281
	Iteration 22Q: 3 clusters Score -1019823 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1019850.937500 Penalty: 4481.613281
	Iteration 23Q: 3 clusters Score -1019851 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1019883.187500 Penalty: 4481.613281
	Iteration 24Q: 3 clusters Score -1019883 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1019917.312500 Penalty: 4481.613281
	Iteration 25Q: 3 clusters Score -1019917 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1019957.562500 Penalty: 4481.613281
	Iteration 26Q: 3 clusters Score -1019958 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1020001.562500 Penalty: 4481.613281
	Iteration 27Q: 3 clusters Score -1020002 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1020043.437500 Penalty: 4481.613281
	Iteration 28Q: 3 clusters Score -1020043 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1020089.125000 Penalty: 4481.613281
	Iteration 29Q: 3 clusters Score -1020089 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1020143.812500 Penalty: 4481.613281
	Iteration 30Q: 3 clusters Score -1020144 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1020209.875000 Penalty: 4481.613281
	Iteration 31Q: 3 clusters Score -1020210 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1020269.500000 Penalty: 4481.613281
	Iteration 32Q: 3 clusters Score -1020270 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1020325.437500 Penalty: 4481.613281
	Iteration 33Q: 3 clusters Score -1020325 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1020387.125000 Penalty: 4481.613281
	Iteration 34Q: 3 clusters Score -1020387 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1020445.312500 Penalty: 4481.613281
	Iteration 35Q: 3 clusters Score -1020445 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1020506.062500 Penalty: 4481.613281
	Iteration 36Q: 3 clusters Score -1020506 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1020564.187500 Penalty: 4481.613281
	Iteration 37Q: 3 clusters Score -1020564 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1020617.687500 Penalty: 4481.613281
	Iteration 38Q: 3 clusters Score -1020618 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1020691.875000 Penalty: 4481.613281
	Iteration 39Q: 3 clusters Score -1020692 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1020764.062500 Penalty: 4481.613281
	Iteration 40F: 3 clusters Score -1020764 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1020829.812500 Penalty: 4481.613281
	Iteration 41Q: 3 clusters Score -1020830 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1020899.562500 Penalty: 4481.613281
	Iteration 42Q: 3 clusters Score -1020900 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1020968.437500 Penalty: 4481.613281
	Iteration 43Q: 3 clusters Score -1020968 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1021050.000000 Penalty: 4481.613281
	Iteration 44Q: 3 clusters Score -1021050 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1021132.062500 Penalty: 4481.613281
	Iteration 45Q: 3 clusters Score -1021132 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1021189.187500 Penalty: 4481.613281
	Iteration 46Q: 3 clusters Score -1021189 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1021231.437500 Penalty: 4481.613281
	Iteration 47Q: 3 clusters Score -1021231 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1021283.062500 Penalty: 4481.613281
	Iteration 48Q: 3 clusters Score -1021283 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1021321.687500 Penalty: 4481.613281
	Iteration 49Q: 3 clusters Score -1021322 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1021361.687500 Penalty: 4481.613281
	Iteration 50Q: 3 clusters Score -1021362 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1021400.500000 Penalty: 4481.613281
	Iteration 51Q: 3 clusters Score -1021400 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1021431.375000 Penalty: 4481.613281
	Iteration 52Q: 3 clusters Score -1021431 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1021450.750000 Penalty: 4481.613281
	Iteration 53Q: 3 clusters Score -1021451 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1021470.250000 Penalty: 4481.613281
	Iteration 54Q: 3 clusters Score -1021470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1021480.125000 Penalty: 4481.613281
	Iteration 55Q: 3 clusters Score -1021480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1021486.187500 Penalty: 4481.613281
	Iteration 56Q: 3 clusters Score -1021486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1021492.250000 Penalty: 4481.613281
	Iteration 57Q: 3 clusters Score -1021492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1021496.625000 Penalty: 4481.613281
	Iteration 58Q: 3 clusters Score -1021497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1021503.750000 Penalty: 4481.613281
	Iteration 59Q: 3 clusters Score -1021504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1021507.000000 Penalty: 4481.613281
	Iteration 60F: 3 clusters Score -1021507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1021511.500000 Penalty: 4481.613281
	Iteration 61Q: 3 clusters Score -1021512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1021516.562500 Penalty: 4481.613281
	Iteration 62Q: 3 clusters Score -1021517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1021516.000000 Penalty: 4481.613281
	Iteration 63Q: 3 clusters Score -1021516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1021518.375000 Penalty: 4481.613281
	Iteration 64Q: 3 clusters Score -1021518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1021518.312500 Penalty: 4481.613281
	Iteration 65Q: 3 clusters Score -1021518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1021518.812500 Penalty: 4481.613281
	Iteration 66Q: 3 clusters Score -1021519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1021519.125000 Penalty: 4481.613281
	Iteration 67Q: 3 clusters Score -1021519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1021520.437500 Penalty: 4481.613281
	Iteration 68Q: 3 clusters Score -1021520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1021520.187500 Penalty: 4481.613281
	Iteration 69Q: 3 clusters Score -1021520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1021520.562500 Penalty: 4481.613281
	Iteration 70Q: 3 clusters Score -1021521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1021522.625000 Penalty: 4481.613281
	Iteration 71Q: 3 clusters Score -1021523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1021523.437500 Penalty: 4481.613281
	Iteration 72Q: 3 clusters Score -1021523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1021526.312500 Penalty: 4481.613281
	Iteration 73Q: 3 clusters Score -1021526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1021528.937500 Penalty: 4481.613281
	Iteration 74Q: 3 clusters Score -1021529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1021533.187500 Penalty: 4481.613281
	Iteration 75Q: 3 clusters Score -1021533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1021535.187500 Penalty: 4481.613281
	Iteration 76Q: 3 clusters Score -1021535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1021535.937500 Penalty: 4481.613281
	Iteration 77Q: 3 clusters Score -1021536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1021535.937500 Penalty: 4481.613281
	Iteration 78F: 3 clusters Score -1021536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -26125110.000000 Penalty: 3043.191406
	Iteration 0F: 2 clusters Score -2.612511e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106365 members 
Mstep: Class 2 contains 107037 members 
Entering Unmasked Estep 
Score: -25985888.000000 Penalty: 6086.382812
	Iteration 0F: 3 clusters Score -2.598589e+07 nChanged 102836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102273 members 
Mstep: Class 2 contains 111129 members 
Entering Unmasked Estep 
Score: -26046374.000000 Penalty: 6086.382812
	Iteration 1F: 3 clusters Score -2.604637e+07 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100035 members 
Mstep: Class 2 contains 113367 members 
Entering Unmasked Estep 
Score: -26047748.000000 Penalty: 6086.382812
	Iteration 2Q: 3 clusters Score -2.604775e+07 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96542 members 
Mstep: Class 2 contains 116860 members 
Entering Unmasked Estep 
Score: -26049712.000000 Penalty: 6086.382812
	Iteration 3Q: 3 clusters Score -2.604971e+07 nChanged 7843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91351 members 
Mstep: Class 2 contains 122051 members 
Entering Unmasked Estep 
Score: -26052650.000000 Penalty: 6086.382812
	Iteration 4Q: 3 clusters Score -2.605265e+07 nChanged 9737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83660 members 
Mstep: Class 2 contains 129742 members 
Entering Unmasked Estep 
Score: -26057714.000000 Penalty: 6086.382812
	Iteration 5Q: 3 clusters Score -2.605771e+07 nChanged 12270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72668 members 
Mstep: Class 2 contains 140734 members 
Entering Unmasked Estep 
Score: -26066032.000000 Penalty: 6086.382812
	Iteration 6F: 3 clusters Score -2.606603e+07 nChanged 14916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58294 members 
Mstep: Class 2 contains 155108 members 
Entering Unmasked Estep 
Score: -26077830.000000 Penalty: 6086.382812
	Iteration 7F: 3 clusters Score -2.607783e+07 nChanged 16262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42156 members 
Mstep: Class 2 contains 171246 members 
Entering Unmasked Estep 
Score: -26091856.000000 Penalty: 6086.382812
	Iteration 8F: 3 clusters Score -2.609186e+07 nChanged 15320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 186554 members 
Entering Unmasked Estep 
Score: -26104252.000000 Penalty: 6086.382812
	Iteration 9F: 3 clusters Score -2.610425e+07 nChanged 11398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 197942 members 
Entering Unmasked Estep 
Score: -26112928.000000 Penalty: 6086.382812
	Iteration 10F: 3 clusters Score -2.611293e+07 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 204943 members 
Entering Unmasked Estep 
Score: -26117794.000000 Penalty: 6086.382812
	Iteration 11Q: 3 clusters Score -2.611779e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 208669 members 
Entering Unmasked Estep 
Score: -26120074.000000 Penalty: 6086.382812
	Iteration 12Q: 3 clusters Score -2.612007e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 210451 members 
Entering Unmasked Estep 
Score: -26121180.000000 Penalty: 6086.382812
	Iteration 13Q: 3 clusters Score -2.612118e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 211338 members 
Entering Unmasked Estep 
Score: -26121674.000000 Penalty: 6086.382812
	Iteration 14Q: 3 clusters Score -2.612167e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 211781 members 
Entering Unmasked Estep 
Score: -26122074.000000 Penalty: 6086.382812
	Iteration 15Q: 3 clusters Score -2.612207e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 212018 members 
Entering Unmasked Estep 
Score: -26122224.000000 Penalty: 6086.382812
	Iteration 16Q: 3 clusters Score -2.612222e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 212158 members 
Entering Unmasked Estep 
Score: -26122300.000000 Penalty: 6086.382812
	Iteration 17Q: 3 clusters Score -2.61223e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 212234 members 
Entering Unmasked Estep 
Score: -26122390.000000 Penalty: 6086.382812
	Iteration 18Q: 3 clusters Score -2.612239e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 212292 members 
Entering Unmasked Estep 
Score: -26122466.000000 Penalty: 6086.382812
	Iteration 19Q: 3 clusters Score -2.612247e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 212342 members 
Entering Unmasked Estep 
Score: -26122510.000000 Penalty: 6086.382812
	Iteration 20F: 3 clusters Score -2.612251e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 212386 members 
Entering Unmasked Estep 
Score: -26122572.000000 Penalty: 6086.382812
	Iteration 21Q: 3 clusters Score -2.612257e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 212417 members 
Entering Unmasked Estep 
Score: -26122578.000000 Penalty: 6086.382812
	Iteration 22Q: 3 clusters Score -2.612258e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 212432 members 
Entering Unmasked Estep 
Score: -26122586.000000 Penalty: 6086.382812
	Iteration 23Q: 3 clusters Score -2.612259e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 212445 members 
Entering Unmasked Estep 
Score: -26122620.000000 Penalty: 6086.382812
	Iteration 24Q: 3 clusters Score -2.612262e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 212459 members 
Entering Unmasked Estep 
Score: -26122624.000000 Penalty: 6086.382812
	Iteration 25Q: 3 clusters Score -2.612262e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 212475 members 
Entering Unmasked Estep 
Score: -26122628.000000 Penalty: 6086.382812
	Iteration 26Q: 3 clusters Score -2.612263e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 212485 members 
Entering Unmasked Estep 
Score: -26122642.000000 Penalty: 6086.382812
	Iteration 27Q: 3 clusters Score -2.612264e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 212488 members 
Entering Unmasked Estep 
Score: -26122662.000000 Penalty: 6086.382812
	Iteration 28Q: 3 clusters Score -2.612266e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 212501 members 
Entering Unmasked Estep 
Score: -26122670.000000 Penalty: 6086.382812
	Iteration 29Q: 3 clusters Score -2.612267e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 212508 members 
Entering Unmasked Estep 
Score: -26122680.000000 Penalty: 6086.382812
	Iteration 30Q: 3 clusters Score -2.612268e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 212517 members 
Entering Unmasked Estep 
Score: -26122696.000000 Penalty: 6086.382812
	Iteration 31Q: 3 clusters Score -2.61227e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 212526 members 
Entering Unmasked Estep 
Score: -26122716.000000 Penalty: 6086.382812
	Iteration 32Q: 3 clusters Score -2.612272e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 212535 members 
Entering Unmasked Estep 
Score: -26122742.000000 Penalty: 6086.382812
	Iteration 33Q: 3 clusters Score -2.612274e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 212538 members 
Entering Unmasked Estep 
Score: -26122738.000000 Penalty: 6086.382812
	Iteration 34Q: 3 clusters Score -2.612274e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 212541 members 
Entering Unmasked Estep 
Score: -26122748.000000 Penalty: 6086.382812
	Iteration 35Q: 3 clusters Score -2.612275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 212542 members 
Entering Unmasked Estep 
Score: -26122744.000000 Penalty: 6086.382812
	Iteration 36Q: 3 clusters Score -2.612274e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 212544 members 
Entering Unmasked Estep 
Score: -26122732.000000 Penalty: 6086.382812
	Iteration 37Q: 3 clusters Score -2.612273e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 212542 members 
Entering Unmasked Estep 
Score: -26122742.000000 Penalty: 6086.382812
	Iteration 38Q: 3 clusters Score -2.612274e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 212542 members 
Entering Unmasked Estep 
Score: -26122734.000000 Penalty: 6086.382812
	Iteration 39Q: 3 clusters Score -2.612273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 212543 members 
Entering Unmasked Estep 
Score: -26122736.000000 Penalty: 6086.382812
	Iteration 40F: 3 clusters Score -2.612274e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 212542 members 
Entering Unmasked Estep 
Score: -26122738.000000 Penalty: 6086.382812
	Iteration 41Q: 3 clusters Score -2.612274e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 212543 members 
Entering Unmasked Estep 
Score: -26122734.000000 Penalty: 6086.382812
	Iteration 42Q: 3 clusters Score -2.612273e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 212547 members 
Entering Unmasked Estep 
Score: -26122748.000000 Penalty: 6086.382812
	Iteration 43Q: 3 clusters Score -2.612275e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 212551 members 
Entering Unmasked Estep 
Score: -26122746.000000 Penalty: 6086.382812
	Iteration 44Q: 3 clusters Score -2.612275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 212556 members 
Entering Unmasked Estep 
Score: -26122752.000000 Penalty: 6086.382812
	Iteration 45Q: 3 clusters Score -2.612275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 212557 members 
Entering Unmasked Estep 
Score: -26122750.000000 Penalty: 6086.382812
	Iteration 46Q: 3 clusters Score -2.612275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 212559 members 
Entering Unmasked Estep 
Score: -26122748.000000 Penalty: 6086.382812
	Iteration 47Q: 3 clusters Score -2.612275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 212560 members 
Entering Unmasked Estep 
Score: -26122754.000000 Penalty: 6086.382812
	Iteration 48Q: 3 clusters Score -2.612275e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 212561 members 
Entering Unmasked Estep 
Score: -26122758.000000 Penalty: 6086.382812
	Iteration 49Q: 3 clusters Score -2.612276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 212563 members 
Entering Unmasked Estep 
Score: -26122762.000000 Penalty: 6086.382812
	Iteration 50Q: 3 clusters Score -2.612276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 212563 members 
Entering Unmasked Estep 
Score: -26122758.000000 Penalty: 6086.382812
	Iteration 51Q: 3 clusters Score -2.612276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 212565 members 
Entering Unmasked Estep 
Score: -26122756.000000 Penalty: 6086.382812
	Iteration 52Q: 3 clusters Score -2.612276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 212566 members 
Entering Unmasked Estep 
Score: -26122772.000000 Penalty: 6086.382812
	Iteration 53Q: 3 clusters Score -2.612277e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 212566 members 
Entering Unmasked Estep 
Score: -26122772.000000 Penalty: 6086.382812
	Iteration 54F: 3 clusters Score -2.612277e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (172018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172018 members 
Entering Unmasked Estep 
Score: -20817394.000000 Penalty: 2989.727783
	Iteration 0F: 2 clusters Score -2.081739e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86071 members 
Mstep: Class 2 contains 85947 members 
Entering Unmasked Estep 
Score: -20702156.000000 Penalty: 5979.455566
	Iteration 0F: 3 clusters Score -2.070216e+07 nChanged 82464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84953 members 
Mstep: Class 2 contains 87065 members 
Entering Unmasked Estep 
Score: -20750150.000000 Penalty: 5979.455566
	Iteration 1F: 3 clusters Score -2.075015e+07 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83838 members 
Mstep: Class 2 contains 88180 members 
Entering Unmasked Estep 
Score: -20751066.000000 Penalty: 5979.455566
	Iteration 2Q: 3 clusters Score -2.075107e+07 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82107 members 
Mstep: Class 2 contains 89911 members 
Entering Unmasked Estep 
Score: -20752312.000000 Penalty: 5979.455566
	Iteration 3Q: 3 clusters Score -2.075231e+07 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79314 members 
Mstep: Class 2 contains 92704 members 
Entering Unmasked Estep 
Score: -20754040.000000 Penalty: 5979.455566
	Iteration 4Q: 3 clusters Score -2.075404e+07 nChanged 7062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75204 members 
Mstep: Class 2 contains 96814 members 
Entering Unmasked Estep 
Score: -20756714.000000 Penalty: 5979.455566
	Iteration 5Q: 3 clusters Score -2.075671e+07 nChanged 8325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69499 members 
Mstep: Class 2 contains 102519 members 
Entering Unmasked Estep 
Score: -20760232.000000 Penalty: 5979.455566
	Iteration 6Q: 3 clusters Score -2.076023e+07 nChanged 9675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62006 members 
Mstep: Class 2 contains 110012 members 
Entering Unmasked Estep 
Score: -20765200.000000 Penalty: 5979.455566
	Iteration 7F: 3 clusters Score -2.07652e+07 nChanged 10839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52787 members 
Mstep: Class 2 contains 119231 members 
Entering Unmasked Estep 
Score: -20771678.000000 Penalty: 5979.455566
	Iteration 8F: 3 clusters Score -2.077168e+07 nChanged 11596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42153 members 
Mstep: Class 2 contains 129865 members 
Entering Unmasked Estep 
Score: -20779624.000000 Penalty: 5979.455566
	Iteration 9F: 3 clusters Score -2.077962e+07 nChanged 11617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30986 members 
Mstep: Class 2 contains 141032 members 
Entering Unmasked Estep 
Score: -20788378.000000 Penalty: 5979.455566
	Iteration 10F: 3 clusters Score -2.078838e+07 nChanged 10638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 151544 members 
Entering Unmasked Estep 
Score: -20797262.000000 Penalty: 5979.455566
	Iteration 11F: 3 clusters Score -2.079726e+07 nChanged 8779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 160301 members 
Entering Unmasked Estep 
Score: -20804984.000000 Penalty: 5979.455566
	Iteration 12F: 3 clusters Score -2.080498e+07 nChanged 5899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 166200 members 
Entering Unmasked Estep 
Score: -20810254.000000 Penalty: 5979.455566
	Iteration 13Q: 3 clusters Score -2.081025e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 169376 members 
Entering Unmasked Estep 
Score: -20812786.000000 Penalty: 5979.455566
	Iteration 14Q: 3 clusters Score -2.081279e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 170753 members 
Entering Unmasked Estep 
Score: -20813966.000000 Penalty: 5979.455566
	Iteration 15Q: 3 clusters Score -2.081397e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 171246 members 
Entering Unmasked Estep 
Score: -20814420.000000 Penalty: 5979.455566
	Iteration 16Q: 3 clusters Score -2.081442e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 171436 members 
Entering Unmasked Estep 
Score: -20814634.000000 Penalty: 5979.455566
	Iteration 17Q: 3 clusters Score -2.081463e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 171522 members 
Entering Unmasked Estep 
Score: -20814736.000000 Penalty: 5979.455566
	Iteration 18Q: 3 clusters Score -2.081474e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 171562 members 
Entering Unmasked Estep 
Score: -20814774.000000 Penalty: 5979.455566
	Iteration 19Q: 3 clusters Score -2.081477e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 171594 members 
Entering Unmasked Estep 
Score: -20814818.000000 Penalty: 5979.455566
	Iteration 20F: 3 clusters Score -2.081482e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 171611 members 
Entering Unmasked Estep 
Score: -20814832.000000 Penalty: 5979.455566
	Iteration 21Q: 3 clusters Score -2.081483e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 171627 members 
Entering Unmasked Estep 
Score: -20814848.000000 Penalty: 5979.455566
	Iteration 22Q: 3 clusters Score -2.081485e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 171633 members 
Entering Unmasked Estep 
Score: -20814866.000000 Penalty: 5979.455566
	Iteration 23Q: 3 clusters Score -2.081487e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 171635 members 
Entering Unmasked Estep 
Score: -20814876.000000 Penalty: 5979.455566
	Iteration 24Q: 3 clusters Score -2.081488e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 171633 members 
Entering Unmasked Estep 
Score: -20814886.000000 Penalty: 5979.455566
	Iteration 25Q: 3 clusters Score -2.081489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 171633 members 
Entering Unmasked Estep 
Score: -20814882.000000 Penalty: 5979.455566
	Iteration 26Q: 3 clusters Score -2.081488e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 171633 members 
Entering Unmasked Estep 
Score: -20814882.000000 Penalty: 5979.455566
	Iteration 27F: 3 clusters Score -2.081488e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -1197141.375000 Penalty: 2291.037109
	Iteration 0F: 2 clusters Score -1197141 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 5142 members 
Entering Unmasked Estep 
Score: -1189356.875000 Penalty: 4582.074219
	Iteration 0F: 3 clusters Score -1189357 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1191665.000000 Penalty: 4582.074219
	Iteration 1F: 3 clusters Score -1191665 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1192025.125000 Penalty: 4582.074219
	Iteration 2F: 3 clusters Score -1192025 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1192322.125000 Penalty: 4582.074219
	Iteration 3F: 3 clusters Score -1192322 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1192629.375000 Penalty: 4582.074219
	Iteration 4Q: 3 clusters Score -1192629 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1192938.625000 Penalty: 4582.074219
	Iteration 5Q: 3 clusters Score -1192939 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1193291.625000 Penalty: 4582.074219
	Iteration 6F: 3 clusters Score -1193292 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1193788.250000 Penalty: 4582.074219
	Iteration 7F: 3 clusters Score -1193788 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1194325.125000 Penalty: 4582.074219
	Iteration 8F: 3 clusters Score -1194325 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1194804.750000 Penalty: 4582.074219
	Iteration 9F: 3 clusters Score -1194805 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1195131.000000 Penalty: 4582.074219
	Iteration 10Q: 3 clusters Score -1195131 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1195368.875000 Penalty: 4582.074219
	Iteration 11Q: 3 clusters Score -1195369 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1195524.875000 Penalty: 4582.074219
	Iteration 12Q: 3 clusters Score -1195525 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1195648.250000 Penalty: 4582.074219
	Iteration 13Q: 3 clusters Score -1195648 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1195718.750000 Penalty: 4582.074219
	Iteration 14Q: 3 clusters Score -1195719 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1195756.625000 Penalty: 4582.074219
	Iteration 15Q: 3 clusters Score -1195757 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1195782.875000 Penalty: 4582.074219
	Iteration 16Q: 3 clusters Score -1195783 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1195800.125000 Penalty: 4582.074219
	Iteration 17Q: 3 clusters Score -1195800 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1195814.875000 Penalty: 4582.074219
	Iteration 18Q: 3 clusters Score -1195815 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1195824.125000 Penalty: 4582.074219
	Iteration 19Q: 3 clusters Score -1195824 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1195832.375000 Penalty: 4582.074219
	Iteration 20F: 3 clusters Score -1195832 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1195842.000000 Penalty: 4582.074219
	Iteration 21Q: 3 clusters Score -1195842 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1195844.500000 Penalty: 4582.074219
	Iteration 22Q: 3 clusters Score -1195844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1195849.625000 Penalty: 4582.074219
	Iteration 23Q: 3 clusters Score -1195850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1195853.875000 Penalty: 4582.074219
	Iteration 24Q: 3 clusters Score -1195854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1195856.375000 Penalty: 4582.074219
	Iteration 25Q: 3 clusters Score -1195856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1195853.625000 Penalty: 4582.074219
	Iteration 26Q: 3 clusters Score -1195854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1195856.500000 Penalty: 4582.074219
	Iteration 27Q: 3 clusters Score -1195856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1195857.000000 Penalty: 4582.074219
	Iteration 28Q: 3 clusters Score -1195857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1195860.375000 Penalty: 4582.074219
	Iteration 29Q: 3 clusters Score -1195860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1195861.625000 Penalty: 4582.074219
	Iteration 30Q: 3 clusters Score -1195862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1195861.250000 Penalty: 4582.074219
	Iteration 31Q: 3 clusters Score -1195861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1195862.375000 Penalty: 4582.074219
	Iteration 32Q: 3 clusters Score -1195862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1195866.500000 Penalty: 4582.074219
	Iteration 33Q: 3 clusters Score -1195866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1195868.625000 Penalty: 4582.074219
	Iteration 34Q: 3 clusters Score -1195869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1195868.000000 Penalty: 4582.074219
	Iteration 35Q: 3 clusters Score -1195868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1195868.500000 Penalty: 4582.074219
	Iteration 36Q: 3 clusters Score -1195868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1195866.750000 Penalty: 4582.074219
	Iteration 37Q: 3 clusters Score -1195867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1195864.625000 Penalty: 4582.074219
	Iteration 38Q: 3 clusters Score -1195865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1195866.125000 Penalty: 4582.074219
	Iteration 39Q: 3 clusters Score -1195866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1195866.125000 Penalty: 4582.074219
	Iteration 40F: 3 clusters Score -1195866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Entering Unmasked Estep 
Score: -106678.429688 Penalty: 1723.564331
	Iteration 0F: 2 clusters Score -106678.4 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 528 members 
Entering Unmasked Estep 
Score: -104755.851562 Penalty: 3447.128662
	Iteration 0F: 3 clusters Score -104755.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -105521.679688 Penalty: 3447.128662
	Iteration 1F: 3 clusters Score -105521.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -106095.445312 Penalty: 3447.128662
	Iteration 2F: 3 clusters Score -106095.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -106535.609375 Penalty: 3447.128662
	Iteration 3F: 3 clusters Score -106535.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -106746.859375 Penalty: 3447.128662
	Iteration 4F: 3 clusters Score -106746.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -106807.539062 Penalty: 3447.128662
	Iteration 5Q: 3 clusters Score -106807.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -106837.609375 Penalty: 3447.128662
	Iteration 6Q: 3 clusters Score -106837.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -106866.296875 Penalty: 3447.128662
	Iteration 7Q: 3 clusters Score -106866.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -106908.914062 Penalty: 3447.128662
	Iteration 8Q: 3 clusters Score -106908.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -106926.007812 Penalty: 3447.128662
	Iteration 9Q: 3 clusters Score -106926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -106931.695312 Penalty: 3447.128662
	Iteration 10Q: 3 clusters Score -106931.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -106933.445312 Penalty: 3447.128662
	Iteration 11Q: 3 clusters Score -106933.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -106934.789062 Penalty: 3447.128662
	Iteration 12Q: 3 clusters Score -106934.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -106935.835938 Penalty: 3447.128662
	Iteration 13Q: 3 clusters Score -106935.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -106935.835938 Penalty: 3447.128662
	Iteration 14F: 3 clusters Score -106935.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58748 members 
Mstep: Class 2 contains 156390 members 
Mstep: Class 3 contains 7385 members 
Mstep: Class 4 contains 178726 members 
Mstep: Class 5 contains 10570 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 30875 members 
Mstep: Class 8 contains 18140 members 
Mstep: Class 9 contains 186206 members 
Mstep: Class 10 contains 6671 members 
Mstep: Class 11 contains 38191 members 
Mstep: Class 12 contains 8242 members 
Mstep: Class 13 contains 10543 members 
Mstep: Class 14 contains 7993 members 
Mstep: Class 15 contains 8319 members 
Mstep: Class 16 contains 8237 members 
Mstep: Class 17 contains 73192 members 
Mstep: Class 18 contains 5422 members 
Mstep: Class 19 contains 12590 members 
Mstep: Class 20 contains 2988 members 
Mstep: Class 21 contains 294521 members 
Mstep: Class 22 contains 41556 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 281928 members 
Mstep: Class 25 contains 16273 members 
Mstep: Class 26 contains 21488 members 
Mstep: Class 27 contains 17306 members 
Mstep: Class 28 contains 11422 members 
Mstep: Class 29 contains 5787 members 
Mstep: Class 30 contains 39938 members 
Mstep: Class 31 contains 2225 members 
Mstep: Class 32 contains 10498 members 
Mstep: Class 33 contains 8396 members 
Mstep: Class 34 contains 213402 members 
Mstep: Class 35 contains 172018 members 
Mstep: Class 36 contains 10281 members 
Mstep: Class 37 contains 737 members 
Mstep: Class 38 contains 10859 members 
Mstep: Class 39 contains 306 members 
Entering Unmasked Estep 
Score: -235408016.000000 Penalty: 140280.062500
Splitting cluster 37 changes total score from -235410288.000000 to -235408016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (10859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Entering Unmasked Estep 
Score: -1250270.500000 Penalty: 2304.601807
	Iteration 0F: 2 clusters Score -1250270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1242156.000000 Penalty: 4609.203613
	Iteration 0F: 3 clusters Score -1242156 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1244697.250000 Penalty: 4609.203613
	Iteration 1F: 3 clusters Score -1244697 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1245140.125000 Penalty: 4609.203613
	Iteration 2F: 3 clusters Score -1245140 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1245567.125000 Penalty: 4609.203613
	Iteration 3F: 3 clusters Score -1245567 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1245988.375000 Penalty: 4609.203613
	Iteration 4F: 3 clusters Score -1245988 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1246415.750000 Penalty: 4609.203613
	Iteration 5F: 3 clusters Score -1246416 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1246842.000000 Penalty: 4609.203613
	Iteration 6F: 3 clusters Score -1246842 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1247252.500000 Penalty: 4609.203613
	Iteration 7F: 3 clusters Score -1247252 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1247651.500000 Penalty: 4609.203613
	Iteration 8F: 3 clusters Score -1247652 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1248033.125000 Penalty: 4609.203613
	Iteration 9Q: 3 clusters Score -1248033 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1248342.500000 Penalty: 4609.203613
	Iteration 10Q: 3 clusters Score -1248342 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1248582.125000 Penalty: 4609.203613
	Iteration 11Q: 3 clusters Score -1248582 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1248773.750000 Penalty: 4609.203613
	Iteration 12Q: 3 clusters Score -1248774 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1248898.375000 Penalty: 4609.203613
	Iteration 13Q: 3 clusters Score -1248898 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1248996.875000 Penalty: 4609.203613
	Iteration 14Q: 3 clusters Score -1248997 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1249051.375000 Penalty: 4609.203613
	Iteration 15Q: 3 clusters Score -1249051 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1249078.375000 Penalty: 4609.203613
	Iteration 16Q: 3 clusters Score -1249078 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1249094.500000 Penalty: 4609.203613
	Iteration 17Q: 3 clusters Score -1249094 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1249107.250000 Penalty: 4609.203613
	Iteration 18Q: 3 clusters Score -1249107 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1249118.750000 Penalty: 4609.203613
	Iteration 19Q: 3 clusters Score -1249119 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1249123.000000 Penalty: 4609.203613
	Iteration 20F: 3 clusters Score -1249123 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1249127.625000 Penalty: 4609.203613
	Iteration 21Q: 3 clusters Score -1249128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1249128.625000 Penalty: 4609.203613
	Iteration 22Q: 3 clusters Score -1249129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1249132.625000 Penalty: 4609.203613
	Iteration 23Q: 3 clusters Score -1249133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1249132.875000 Penalty: 4609.203613
	Iteration 24Q: 3 clusters Score -1249133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1249134.750000 Penalty: 4609.203613
	Iteration 25Q: 3 clusters Score -1249135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1249136.250000 Penalty: 4609.203613
	Iteration 26Q: 3 clusters Score -1249136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1249136.750000 Penalty: 4609.203613
	Iteration 27Q: 3 clusters Score -1249137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1249136.875000 Penalty: 4609.203613
	Iteration 28Q: 3 clusters Score -1249137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1249143.500000 Penalty: 4609.203613
	Iteration 29Q: 3 clusters Score -1249144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1249143.625000 Penalty: 4609.203613
	Iteration 30Q: 3 clusters Score -1249144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1249144.375000 Penalty: 4609.203613
	Iteration 31Q: 3 clusters Score -1249144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1249150.000000 Penalty: 4609.203613
	Iteration 32Q: 3 clusters Score -1249150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1249153.000000 Penalty: 4609.203613
	Iteration 33Q: 3 clusters Score -1249153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1249154.875000 Penalty: 4609.203613
	Iteration 34Q: 3 clusters Score -1249155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1249155.250000 Penalty: 4609.203613
	Iteration 35Q: 3 clusters Score -1249155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1249156.875000 Penalty: 4609.203613
	Iteration 36Q: 3 clusters Score -1249157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1249155.875000 Penalty: 4609.203613
	Iteration 37Q: 3 clusters Score -1249156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1249155.875000 Penalty: 4609.203613
	Iteration 38F: 3 clusters Score -1249156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58748 members 
Mstep: Class 2 contains 156390 members 
Mstep: Class 3 contains 7385 members 
Mstep: Class 4 contains 178726 members 
Mstep: Class 5 contains 10570 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 30875 members 
Mstep: Class 8 contains 18140 members 
Mstep: Class 9 contains 186206 members 
Mstep: Class 10 contains 6671 members 
Mstep: Class 11 contains 38191 members 
Mstep: Class 12 contains 8242 members 
Mstep: Class 13 contains 10543 members 
Mstep: Class 14 contains 7993 members 
Mstep: Class 15 contains 8319 members 
Mstep: Class 16 contains 8237 members 
Mstep: Class 17 contains 73192 members 
Mstep: Class 18 contains 5422 members 
Mstep: Class 19 contains 12590 members 
Mstep: Class 20 contains 2988 members 
Mstep: Class 21 contains 294521 members 
Mstep: Class 22 contains 41556 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 281928 members 
Mstep: Class 25 contains 16273 members 
Mstep: Class 26 contains 21488 members 
Mstep: Class 27 contains 17306 members 
Mstep: Class 28 contains 11422 members 
Mstep: Class 29 contains 5787 members 
Mstep: Class 30 contains 39938 members 
Mstep: Class 31 contains 2225 members 
Mstep: Class 32 contains 10498 members 
Mstep: Class 33 contains 8396 members 
Mstep: Class 34 contains 213402 members 
Mstep: Class 35 contains 172018 members 
Mstep: Class 36 contains 10281 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235410400.000000 Penalty: 136683.125000
Iteration 159Q: 39 clusters Score -2.354104e+08 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58762 members 
Mstep: Class 2 contains 156387 members 
Mstep: Class 3 contains 7384 members 
Mstep: Class 4 contains 178739 members 
Mstep: Class 5 contains 10586 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 30894 members 
Mstep: Class 8 contains 18220 members 
Mstep: Class 9 contains 186267 members 
Mstep: Class 10 contains 6662 members 
Mstep: Class 11 contains 38290 members 
Mstep: Class 12 contains 8254 members 
Mstep: Class 13 contains 10548 members 
Mstep: Class 14 contains 7993 members 
Mstep: Class 15 contains 8320 members 
Mstep: Class 16 contains 8254 members 
Mstep: Class 17 contains 73034 members 
Mstep: Class 18 contains 5423 members 
Mstep: Class 19 contains 12574 members 
Mstep: Class 20 contains 2990 members 
Mstep: Class 21 contains 294250 members 
Mstep: Class 22 contains 41514 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 281964 members 
Mstep: Class 25 contains 16262 members 
Mstep: Class 26 contains 21491 members 
Mstep: Class 27 contains 17259 members 
Mstep: Class 28 contains 11419 members 
Mstep: Class 29 contains 5804 members 
Mstep: Class 30 contains 39915 members 
Mstep: Class 31 contains 2224 members 
Mstep: Class 32 contains 10497 members 
Mstep: Class 33 contains 8383 members 
Mstep: Class 34 contains 213634 members 
Mstep: Class 35 contains 171991 members 
Mstep: Class 36 contains 10278 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235410112.000000 Penalty: 136683.125000
Iteration 160F: 39 clusters Score -2.354101e+08 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58756 members 
Mstep: Class 2 contains 156379 members 
Mstep: Class 3 contains 7376 members 
Mstep: Class 4 contains 178733 members 
Mstep: Class 5 contains 10607 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 30926 members 
Mstep: Class 8 contains 18302 members 
Mstep: Class 9 contains 186354 members 
Mstep: Class 10 contains 6655 members 
Mstep: Class 11 contains 38361 members 
Mstep: Class 12 contains 8277 members 
Mstep: Class 13 contains 10557 members 
Mstep: Class 14 contains 7995 members 
Mstep: Class 15 contains 8321 members 
Mstep: Class 16 contains 8281 members 
Mstep: Class 17 contains 72904 members 
Mstep: Class 18 contains 5422 members 
Mstep: Class 19 contains 12558 members 
Mstep: Class 20 contains 2991 members 
Mstep: Class 21 contains 294079 members 
Mstep: Class 22 contains 41464 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 281980 members 
Mstep: Class 25 contains 16246 members 
Mstep: Class 26 contains 21495 members 
Mstep: Class 27 contains 17221 members 
Mstep: Class 28 contains 11414 members 
Mstep: Class 29 contains 5817 members 
Mstep: Class 30 contains 39883 members 
Mstep: Class 31 contains 2224 members 
Mstep: Class 32 contains 10498 members 
Mstep: Class 33 contains 8366 members 
Mstep: Class 34 contains 213806 members 
Mstep: Class 35 contains 171943 members 
Mstep: Class 36 contains 10281 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235409920.000000 Penalty: 136683.125000
Iteration 161Q: 39 clusters Score -2.354099e+08 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58760 members 
Mstep: Class 2 contains 156373 members 
Mstep: Class 3 contains 7367 members 
Mstep: Class 4 contains 178715 members 
Mstep: Class 5 contains 10615 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 30958 members 
Mstep: Class 8 contains 18390 members 
Mstep: Class 9 contains 186412 members 
Mstep: Class 10 contains 6651 members 
Mstep: Class 11 contains 38427 members 
Mstep: Class 12 contains 8319 members 
Mstep: Class 13 contains 10556 members 
Mstep: Class 14 contains 7995 members 
Mstep: Class 15 contains 8322 members 
Mstep: Class 16 contains 8313 members 
Mstep: Class 17 contains 72779 members 
Mstep: Class 18 contains 5422 members 
Mstep: Class 19 contains 12542 members 
Mstep: Class 20 contains 2990 members 
Mstep: Class 21 contains 293931 members 
Mstep: Class 22 contains 41428 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 281971 members 
Mstep: Class 25 contains 16232 members 
Mstep: Class 26 contains 21503 members 
Mstep: Class 27 contains 17188 members 
Mstep: Class 28 contains 11410 members 
Mstep: Class 29 contains 5838 members 
Mstep: Class 30 contains 39851 members 
Mstep: Class 31 contains 2228 members 
Mstep: Class 32 contains 10499 members 
Mstep: Class 33 contains 8359 members 
Mstep: Class 34 contains 213953 members 
Mstep: Class 35 contains 171892 members 
Mstep: Class 36 contains 10282 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235409968.000000 Penalty: 136683.125000
Iteration 162Q: 39 clusters Score -2.3541e+08 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58771 members 
Mstep: Class 2 contains 156356 members 
Mstep: Class 3 contains 7365 members 
Mstep: Class 4 contains 178708 members 
Mstep: Class 5 contains 10629 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 30984 members 
Mstep: Class 8 contains 18476 members 
Mstep: Class 9 contains 186458 members 
Mstep: Class 10 contains 6646 members 
Mstep: Class 11 contains 38463 members 
Mstep: Class 12 contains 8367 members 
Mstep: Class 13 contains 10559 members 
Mstep: Class 14 contains 7991 members 
Mstep: Class 15 contains 8325 members 
Mstep: Class 16 contains 8322 members 
Mstep: Class 17 contains 72663 members 
Mstep: Class 18 contains 5422 members 
Mstep: Class 19 contains 12534 members 
Mstep: Class 20 contains 2989 members 
Mstep: Class 21 contains 293762 members 
Mstep: Class 22 contains 41390 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 281964 members 
Mstep: Class 25 contains 16221 members 
Mstep: Class 26 contains 21508 members 
Mstep: Class 27 contains 17148 members 
Mstep: Class 28 contains 11413 members 
Mstep: Class 29 contains 5854 members 
Mstep: Class 30 contains 39806 members 
Mstep: Class 31 contains 2227 members 
Mstep: Class 32 contains 10499 members 
Mstep: Class 33 contains 8346 members 
Mstep: Class 34 contains 214174 members 
Mstep: Class 35 contains 171842 members 
Mstep: Class 36 contains 10288 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235410784.000000 Penalty: 136683.125000
Iteration 163Q: 39 clusters Score -2.354108e+08 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58777 members 
Mstep: Class 2 contains 156338 members 
Mstep: Class 3 contains 7367 members 
Mstep: Class 4 contains 178711 members 
Mstep: Class 5 contains 10651 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31009 members 
Mstep: Class 8 contains 18553 members 
Mstep: Class 9 contains 186515 members 
Mstep: Class 10 contains 6634 members 
Mstep: Class 11 contains 38505 members 
Mstep: Class 12 contains 8419 members 
Mstep: Class 13 contains 10558 members 
Mstep: Class 14 contains 7990 members 
Mstep: Class 15 contains 8326 members 
Mstep: Class 16 contains 8349 members 
Mstep: Class 17 contains 72524 members 
Mstep: Class 18 contains 5422 members 
Mstep: Class 19 contains 12516 members 
Mstep: Class 20 contains 2987 members 
Mstep: Class 21 contains 293577 members 
Mstep: Class 22 contains 41345 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 281969 members 
Mstep: Class 25 contains 16215 members 
Mstep: Class 26 contains 21513 members 
Mstep: Class 27 contains 17113 members 
Mstep: Class 28 contains 11420 members 
Mstep: Class 29 contains 5858 members 
Mstep: Class 30 contains 39746 members 
Mstep: Class 31 contains 2226 members 
Mstep: Class 32 contains 10498 members 
Mstep: Class 33 contains 8334 members 
Mstep: Class 34 contains 214399 members 
Mstep: Class 35 contains 171814 members 
Mstep: Class 36 contains 10286 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235411936.000000 Penalty: 136683.125000
Iteration 164Q: 39 clusters Score -2.354119e+08 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58789 members 
Mstep: Class 2 contains 156321 members 
Mstep: Class 3 contains 7367 members 
Mstep: Class 4 contains 178709 members 
Mstep: Class 5 contains 10657 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31025 members 
Mstep: Class 8 contains 18649 members 
Mstep: Class 9 contains 186566 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 38551 members 
Mstep: Class 12 contains 8471 members 
Mstep: Class 13 contains 10554 members 
Mstep: Class 14 contains 7989 members 
Mstep: Class 15 contains 8328 members 
Mstep: Class 16 contains 8379 members 
Mstep: Class 17 contains 72407 members 
Mstep: Class 18 contains 5423 members 
Mstep: Class 19 contains 12498 members 
Mstep: Class 20 contains 2986 members 
Mstep: Class 21 contains 293327 members 
Mstep: Class 22 contains 41296 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 281979 members 
Mstep: Class 25 contains 16212 members 
Mstep: Class 26 contains 21520 members 
Mstep: Class 27 contains 17077 members 
Mstep: Class 28 contains 11424 members 
Mstep: Class 29 contains 5864 members 
Mstep: Class 30 contains 39715 members 
Mstep: Class 31 contains 2236 members 
Mstep: Class 32 contains 10495 members 
Mstep: Class 33 contains 8325 members 
Mstep: Class 34 contains 214644 members 
Mstep: Class 35 contains 171767 members 
Mstep: Class 36 contains 10287 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412160.000000 Penalty: 136683.125000
Iteration 165Q: 39 clusters Score -2.354122e+08 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58788 members 
Mstep: Class 2 contains 156307 members 
Mstep: Class 3 contains 7362 members 
Mstep: Class 4 contains 178736 members 
Mstep: Class 5 contains 10677 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31055 members 
Mstep: Class 8 contains 18723 members 
Mstep: Class 9 contains 186606 members 
Mstep: Class 10 contains 6611 members 
Mstep: Class 11 contains 38589 members 
Mstep: Class 12 contains 8525 members 
Mstep: Class 13 contains 10558 members 
Mstep: Class 14 contains 7991 members 
Mstep: Class 15 contains 8329 members 
Mstep: Class 16 contains 8406 members 
Mstep: Class 17 contains 72287 members 
Mstep: Class 18 contains 5425 members 
Mstep: Class 19 contains 12478 members 
Mstep: Class 20 contains 2984 members 
Mstep: Class 21 contains 293113 members 
Mstep: Class 22 contains 41262 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 281975 members 
Mstep: Class 25 contains 16199 members 
Mstep: Class 26 contains 21526 members 
Mstep: Class 27 contains 17054 members 
Mstep: Class 28 contains 11420 members 
Mstep: Class 29 contains 5876 members 
Mstep: Class 30 contains 39673 members 
Mstep: Class 31 contains 2251 members 
Mstep: Class 32 contains 10498 members 
Mstep: Class 33 contains 8311 members 
Mstep: Class 34 contains 214855 members 
Mstep: Class 35 contains 171724 members 
Mstep: Class 36 contains 10283 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235411840.000000 Penalty: 136683.125000
Iteration 166Q: 39 clusters Score -2.354118e+08 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58780 members 
Mstep: Class 2 contains 156304 members 
Mstep: Class 3 contains 7353 members 
Mstep: Class 4 contains 178760 members 
Mstep: Class 5 contains 10680 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31086 members 
Mstep: Class 8 contains 18809 members 
Mstep: Class 9 contains 186665 members 
Mstep: Class 10 contains 6601 members 
Mstep: Class 11 contains 38629 members 
Mstep: Class 12 contains 8587 members 
Mstep: Class 13 contains 10561 members 
Mstep: Class 14 contains 7989 members 
Mstep: Class 15 contains 8336 members 
Mstep: Class 16 contains 8438 members 
Mstep: Class 17 contains 72173 members 
Mstep: Class 18 contains 5427 members 
Mstep: Class 19 contains 12462 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 292890 members 
Mstep: Class 22 contains 41241 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 281963 members 
Mstep: Class 25 contains 16192 members 
Mstep: Class 26 contains 21528 members 
Mstep: Class 27 contains 17035 members 
Mstep: Class 28 contains 11415 members 
Mstep: Class 29 contains 5882 members 
Mstep: Class 30 contains 39648 members 
Mstep: Class 31 contains 2262 members 
Mstep: Class 32 contains 10498 members 
Mstep: Class 33 contains 8300 members 
Mstep: Class 34 contains 215024 members 
Mstep: Class 35 contains 171668 members 
Mstep: Class 36 contains 10283 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235411776.000000 Penalty: 136683.125000
Iteration 167Q: 39 clusters Score -2.354118e+08 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58777 members 
Mstep: Class 2 contains 156295 members 
Mstep: Class 3 contains 7347 members 
Mstep: Class 4 contains 178793 members 
Mstep: Class 5 contains 10686 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31111 members 
Mstep: Class 8 contains 18882 members 
Mstep: Class 9 contains 186704 members 
Mstep: Class 10 contains 6592 members 
Mstep: Class 11 contains 38668 members 
Mstep: Class 12 contains 8621 members 
Mstep: Class 13 contains 10565 members 
Mstep: Class 14 contains 7992 members 
Mstep: Class 15 contains 8340 members 
Mstep: Class 16 contains 8470 members 
Mstep: Class 17 contains 72052 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12454 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 292653 members 
Mstep: Class 22 contains 41222 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 281969 members 
Mstep: Class 25 contains 16176 members 
Mstep: Class 26 contains 21532 members 
Mstep: Class 27 contains 17022 members 
Mstep: Class 28 contains 11408 members 
Mstep: Class 29 contains 5896 members 
Mstep: Class 30 contains 39633 members 
Mstep: Class 31 contains 2271 members 
Mstep: Class 32 contains 10503 members 
Mstep: Class 33 contains 8280 members 
Mstep: Class 34 contains 215216 members 
Mstep: Class 35 contains 171629 members 
Mstep: Class 36 contains 10283 members 
Mstep: Class 37 contains 1042 members 
Mstep: Class 38 contains 10874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235411936.000000 Penalty: 136683.125000
Iteration 168Q: 39 clusters Score -2.354119e+08 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58780 members 
Mstep: Class 2 contains 156288 members 
Mstep: Class 3 contains 7347 members 
Mstep: Class 4 contains 178819 members 
Mstep: Class 5 contains 10684 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31141 members 
Mstep: Class 8 contains 18965 members 
Mstep: Class 9 contains 186755 members 
Mstep: Class 10 contains 6587 members 
Mstep: Class 11 contains 38697 members 
Mstep: Class 12 contains 8648 members 
Mstep: Class 13 contains 10571 members 
Mstep: Class 14 contains 7997 members 
Mstep: Class 15 contains 8343 members 
Mstep: Class 16 contains 8514 members 
Mstep: Class 17 contains 71924 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12446 members 
Mstep: Class 20 contains 2982 members 
Mstep: Class 21 contains 292437 members 
Mstep: Class 22 contains 41211 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 281963 members 
Mstep: Class 25 contains 16169 members 
Mstep: Class 26 contains 21540 members 
Mstep: Class 27 contains 17001 members 
Mstep: Class 28 contains 11407 members 
Mstep: Class 29 contains 5905 members 
Mstep: Class 30 contains 39617 members 
Mstep: Class 31 contains 2275 members 
Mstep: Class 32 contains 10512 members 
Mstep: Class 33 contains 8263 members 
Mstep: Class 34 contains 215353 members 
Mstep: Class 35 contains 171594 members 
Mstep: Class 36 contains 10287 members 
Mstep: Class 37 contains 1042 members 
Mstep: Class 38 contains 10877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235411824.000000 Penalty: 136683.125000
Iteration 169Q: 39 clusters Score -2.354118e+08 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58769 members 
Mstep: Class 2 contains 156277 members 
Mstep: Class 3 contains 7345 members 
Mstep: Class 4 contains 178836 members 
Mstep: Class 5 contains 10706 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31164 members 
Mstep: Class 8 contains 19058 members 
Mstep: Class 9 contains 186842 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 38713 members 
Mstep: Class 12 contains 8682 members 
Mstep: Class 13 contains 10575 members 
Mstep: Class 14 contains 7992 members 
Mstep: Class 15 contains 8347 members 
Mstep: Class 16 contains 8552 members 
Mstep: Class 17 contains 71807 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12438 members 
Mstep: Class 20 contains 2978 members 
Mstep: Class 21 contains 292211 members 
Mstep: Class 22 contains 41184 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 281975 members 
Mstep: Class 25 contains 16165 members 
Mstep: Class 26 contains 21542 members 
Mstep: Class 27 contains 16974 members 
Mstep: Class 28 contains 11411 members 
Mstep: Class 29 contains 5910 members 
Mstep: Class 30 contains 39610 members 
Mstep: Class 31 contains 2273 members 
Mstep: Class 32 contains 10514 members 
Mstep: Class 33 contains 8249 members 
Mstep: Class 34 contains 215506 members 
Mstep: Class 35 contains 171555 members 
Mstep: Class 36 contains 10280 members 
Mstep: Class 37 contains 1042 members 
Mstep: Class 38 contains 10878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235411504.000000 Penalty: 136683.125000
Iteration 170Q: 39 clusters Score -2.354115e+08 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58749 members 
Mstep: Class 2 contains 156271 members 
Mstep: Class 3 contains 7343 members 
Mstep: Class 4 contains 178870 members 
Mstep: Class 5 contains 10713 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31195 members 
Mstep: Class 8 contains 19143 members 
Mstep: Class 9 contains 186915 members 
Mstep: Class 10 contains 6578 members 
Mstep: Class 11 contains 38710 members 
Mstep: Class 12 contains 8703 members 
Mstep: Class 13 contains 10574 members 
Mstep: Class 14 contains 7993 members 
Mstep: Class 15 contains 8354 members 
Mstep: Class 16 contains 8573 members 
Mstep: Class 17 contains 71697 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12430 members 
Mstep: Class 20 contains 2978 members 
Mstep: Class 21 contains 292022 members 
Mstep: Class 22 contains 41147 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 281975 members 
Mstep: Class 25 contains 16161 members 
Mstep: Class 26 contains 21547 members 
Mstep: Class 27 contains 16960 members 
Mstep: Class 28 contains 11410 members 
Mstep: Class 29 contains 5917 members 
Mstep: Class 30 contains 39589 members 
Mstep: Class 31 contains 2274 members 
Mstep: Class 32 contains 10519 members 
Mstep: Class 33 contains 8231 members 
Mstep: Class 34 contains 215675 members 
Mstep: Class 35 contains 171531 members 
Mstep: Class 36 contains 10276 members 
Mstep: Class 37 contains 1042 members 
Mstep: Class 38 contains 10876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235411744.000000 Penalty: 136683.125000
Iteration 171Q: 39 clusters Score -2.354117e+08 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58731 members 
Mstep: Class 2 contains 156273 members 
Mstep: Class 3 contains 7346 members 
Mstep: Class 4 contains 178883 members 
Mstep: Class 5 contains 10737 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31212 members 
Mstep: Class 8 contains 19197 members 
Mstep: Class 9 contains 186978 members 
Mstep: Class 10 contains 6579 members 
Mstep: Class 11 contains 38717 members 
Mstep: Class 12 contains 8719 members 
Mstep: Class 13 contains 10573 members 
Mstep: Class 14 contains 7989 members 
Mstep: Class 15 contains 8352 members 
Mstep: Class 16 contains 8601 members 
Mstep: Class 17 contains 71561 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12418 members 
Mstep: Class 20 contains 2973 members 
Mstep: Class 21 contains 291895 members 
Mstep: Class 22 contains 41121 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 282001 members 
Mstep: Class 25 contains 16158 members 
Mstep: Class 26 contains 21545 members 
Mstep: Class 27 contains 16939 members 
Mstep: Class 28 contains 11409 members 
Mstep: Class 29 contains 5925 members 
Mstep: Class 30 contains 39593 members 
Mstep: Class 31 contains 2282 members 
Mstep: Class 32 contains 10519 members 
Mstep: Class 33 contains 8223 members 
Mstep: Class 34 contains 215800 members 
Mstep: Class 35 contains 171510 members 
Mstep: Class 36 contains 10271 members 
Mstep: Class 37 contains 1042 members 
Mstep: Class 38 contains 10870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235411584.000000 Penalty: 136683.125000
Iteration 172Q: 39 clusters Score -2.354116e+08 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58730 members 
Mstep: Class 2 contains 156272 members 
Mstep: Class 3 contains 7349 members 
Mstep: Class 4 contains 178893 members 
Mstep: Class 5 contains 10753 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31235 members 
Mstep: Class 8 contains 19291 members 
Mstep: Class 9 contains 187018 members 
Mstep: Class 10 contains 6582 members 
Mstep: Class 11 contains 38737 members 
Mstep: Class 12 contains 8715 members 
Mstep: Class 13 contains 10577 members 
Mstep: Class 14 contains 7987 members 
Mstep: Class 15 contains 8352 members 
Mstep: Class 16 contains 8638 members 
Mstep: Class 17 contains 71424 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12408 members 
Mstep: Class 20 contains 2970 members 
Mstep: Class 21 contains 291766 members 
Mstep: Class 22 contains 41094 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 282020 members 
Mstep: Class 25 contains 16155 members 
Mstep: Class 26 contains 21549 members 
Mstep: Class 27 contains 16906 members 
Mstep: Class 28 contains 11410 members 
Mstep: Class 29 contains 5941 members 
Mstep: Class 30 contains 39597 members 
Mstep: Class 31 contains 2288 members 
Mstep: Class 32 contains 10518 members 
Mstep: Class 33 contains 8219 members 
Mstep: Class 34 contains 215858 members 
Mstep: Class 35 contains 171508 members 
Mstep: Class 36 contains 10270 members 
Mstep: Class 37 contains 1042 members 
Mstep: Class 38 contains 10870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412112.000000 Penalty: 136683.125000
Iteration 173Q: 39 clusters Score -2.354121e+08 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58736 members 
Mstep: Class 2 contains 156261 members 
Mstep: Class 3 contains 7353 members 
Mstep: Class 4 contains 178925 members 
Mstep: Class 5 contains 10764 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31260 members 
Mstep: Class 8 contains 19391 members 
Mstep: Class 9 contains 187067 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 38749 members 
Mstep: Class 12 contains 8718 members 
Mstep: Class 13 contains 10576 members 
Mstep: Class 14 contains 7988 members 
Mstep: Class 15 contains 8358 members 
Mstep: Class 16 contains 8663 members 
Mstep: Class 17 contains 71306 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12405 members 
Mstep: Class 20 contains 2967 members 
Mstep: Class 21 contains 291615 members 
Mstep: Class 22 contains 41064 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 282036 members 
Mstep: Class 25 contains 16152 members 
Mstep: Class 26 contains 21552 members 
Mstep: Class 27 contains 16892 members 
Mstep: Class 28 contains 11417 members 
Mstep: Class 29 contains 5952 members 
Mstep: Class 30 contains 39621 members 
Mstep: Class 31 contains 2291 members 
Mstep: Class 32 contains 10522 members 
Mstep: Class 33 contains 8214 members 
Mstep: Class 34 contains 215872 members 
Mstep: Class 35 contains 171503 members 
Mstep: Class 36 contains 10266 members 
Mstep: Class 37 contains 1042 members 
Mstep: Class 38 contains 10863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412304.000000 Penalty: 136683.125000
Iteration 174Q: 39 clusters Score -2.354123e+08 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58733 members 
Mstep: Class 2 contains 156259 members 
Mstep: Class 3 contains 7341 members 
Mstep: Class 4 contains 178962 members 
Mstep: Class 5 contains 10780 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31284 members 
Mstep: Class 8 contains 19476 members 
Mstep: Class 9 contains 187104 members 
Mstep: Class 10 contains 6580 members 
Mstep: Class 11 contains 38777 members 
Mstep: Class 12 contains 8729 members 
Mstep: Class 13 contains 10575 members 
Mstep: Class 14 contains 7990 members 
Mstep: Class 15 contains 8363 members 
Mstep: Class 16 contains 8708 members 
Mstep: Class 17 contains 71211 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12407 members 
Mstep: Class 20 contains 2966 members 
Mstep: Class 21 contains 291421 members 
Mstep: Class 22 contains 41035 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 282049 members 
Mstep: Class 25 contains 16145 members 
Mstep: Class 26 contains 21554 members 
Mstep: Class 27 contains 16864 members 
Mstep: Class 28 contains 11427 members 
Mstep: Class 29 contains 5963 members 
Mstep: Class 30 contains 39625 members 
Mstep: Class 31 contains 2296 members 
Mstep: Class 32 contains 10526 members 
Mstep: Class 33 contains 8208 members 
Mstep: Class 34 contains 215936 members 
Mstep: Class 35 contains 171480 members 
Mstep: Class 36 contains 10266 members 
Mstep: Class 37 contains 1042 members 
Mstep: Class 38 contains 10860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412112.000000 Penalty: 136683.125000
Iteration 175Q: 39 clusters Score -2.354121e+08 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58731 members 
Mstep: Class 2 contains 156246 members 
Mstep: Class 3 contains 7337 members 
Mstep: Class 4 contains 179001 members 
Mstep: Class 5 contains 10790 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31301 members 
Mstep: Class 8 contains 19553 members 
Mstep: Class 9 contains 187158 members 
Mstep: Class 10 contains 6579 members 
Mstep: Class 11 contains 38807 members 
Mstep: Class 12 contains 8732 members 
Mstep: Class 13 contains 10571 members 
Mstep: Class 14 contains 7988 members 
Mstep: Class 15 contains 8362 members 
Mstep: Class 16 contains 8742 members 
Mstep: Class 17 contains 71144 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12408 members 
Mstep: Class 20 contains 2964 members 
Mstep: Class 21 contains 291214 members 
Mstep: Class 22 contains 41017 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 282068 members 
Mstep: Class 25 contains 16136 members 
Mstep: Class 26 contains 21559 members 
Mstep: Class 27 contains 16847 members 
Mstep: Class 28 contains 11430 members 
Mstep: Class 29 contains 5976 members 
Mstep: Class 30 contains 39642 members 
Mstep: Class 31 contains 2302 members 
Mstep: Class 32 contains 10526 members 
Mstep: Class 33 contains 8197 members 
Mstep: Class 34 contains 215985 members 
Mstep: Class 35 contains 171453 members 
Mstep: Class 36 contains 10270 members 
Mstep: Class 37 contains 1042 members 
Mstep: Class 38 contains 10864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412096.000000 Penalty: 136683.125000
Iteration 176Q: 39 clusters Score -2.354121e+08 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58721 members 
Mstep: Class 2 contains 156237 members 
Mstep: Class 3 contains 7338 members 
Mstep: Class 4 contains 179044 members 
Mstep: Class 5 contains 10809 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31317 members 
Mstep: Class 8 contains 19642 members 
Mstep: Class 9 contains 187184 members 
Mstep: Class 10 contains 6576 members 
Mstep: Class 11 contains 38834 members 
Mstep: Class 12 contains 8728 members 
Mstep: Class 13 contains 10570 members 
Mstep: Class 14 contains 7987 members 
Mstep: Class 15 contains 8366 members 
Mstep: Class 16 contains 8777 members 
Mstep: Class 17 contains 71070 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12406 members 
Mstep: Class 20 contains 2964 members 
Mstep: Class 21 contains 291063 members 
Mstep: Class 22 contains 40998 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 282085 members 
Mstep: Class 25 contains 16128 members 
Mstep: Class 26 contains 21563 members 
Mstep: Class 27 contains 16831 members 
Mstep: Class 28 contains 11435 members 
Mstep: Class 29 contains 5981 members 
Mstep: Class 30 contains 39661 members 
Mstep: Class 31 contains 2301 members 
Mstep: Class 32 contains 10526 members 
Mstep: Class 33 contains 8192 members 
Mstep: Class 34 contains 216002 members 
Mstep: Class 35 contains 171426 members 
Mstep: Class 36 contains 10272 members 
Mstep: Class 37 contains 1042 members 
Mstep: Class 38 contains 10866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412320.000000 Penalty: 136683.125000
Iteration 177Q: 39 clusters Score -2.354123e+08 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58709 members 
Mstep: Class 2 contains 156238 members 
Mstep: Class 3 contains 7335 members 
Mstep: Class 4 contains 179089 members 
Mstep: Class 5 contains 10827 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31334 members 
Mstep: Class 8 contains 19720 members 
Mstep: Class 9 contains 187206 members 
Mstep: Class 10 contains 6576 members 
Mstep: Class 11 contains 38825 members 
Mstep: Class 12 contains 8728 members 
Mstep: Class 13 contains 10565 members 
Mstep: Class 14 contains 7985 members 
Mstep: Class 15 contains 8372 members 
Mstep: Class 16 contains 8794 members 
Mstep: Class 17 contains 70988 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12407 members 
Mstep: Class 20 contains 2963 members 
Mstep: Class 21 contains 291003 members 
Mstep: Class 22 contains 40981 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 282111 members 
Mstep: Class 25 contains 16124 members 
Mstep: Class 26 contains 21572 members 
Mstep: Class 27 contains 16826 members 
Mstep: Class 28 contains 11430 members 
Mstep: Class 29 contains 5988 members 
Mstep: Class 30 contains 39680 members 
Mstep: Class 31 contains 2305 members 
Mstep: Class 32 contains 10528 members 
Mstep: Class 33 contains 8182 members 
Mstep: Class 34 contains 215985 members 
Mstep: Class 35 contains 171388 members 
Mstep: Class 36 contains 10274 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412672.000000 Penalty: 136683.125000
Iteration 178Q: 39 clusters Score -2.354127e+08 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58705 members 
Mstep: Class 2 contains 156228 members 
Mstep: Class 3 contains 7330 members 
Mstep: Class 4 contains 179123 members 
Mstep: Class 5 contains 10844 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31348 members 
Mstep: Class 8 contains 19805 members 
Mstep: Class 9 contains 187215 members 
Mstep: Class 10 contains 6575 members 
Mstep: Class 11 contains 38813 members 
Mstep: Class 12 contains 8726 members 
Mstep: Class 13 contains 10562 members 
Mstep: Class 14 contains 7987 members 
Mstep: Class 15 contains 8370 members 
Mstep: Class 16 contains 8820 members 
Mstep: Class 17 contains 70925 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12407 members 
Mstep: Class 20 contains 2961 members 
Mstep: Class 21 contains 290961 members 
Mstep: Class 22 contains 40970 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 282122 members 
Mstep: Class 25 contains 16121 members 
Mstep: Class 26 contains 21577 members 
Mstep: Class 27 contains 16828 members 
Mstep: Class 28 contains 11432 members 
Mstep: Class 29 contains 5998 members 
Mstep: Class 30 contains 39697 members 
Mstep: Class 31 contains 2311 members 
Mstep: Class 32 contains 10531 members 
Mstep: Class 33 contains 8183 members 
Mstep: Class 34 contains 215923 members 
Mstep: Class 35 contains 171362 members 
Mstep: Class 36 contains 10277 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412864.000000 Penalty: 136683.125000
Iteration 179Q: 39 clusters Score -2.354129e+08 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58697 members 
Mstep: Class 2 contains 156215 members 
Mstep: Class 3 contains 7329 members 
Mstep: Class 4 contains 179135 members 
Mstep: Class 5 contains 10863 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31363 members 
Mstep: Class 8 contains 19893 members 
Mstep: Class 9 contains 187241 members 
Mstep: Class 10 contains 6571 members 
Mstep: Class 11 contains 38817 members 
Mstep: Class 12 contains 8722 members 
Mstep: Class 13 contains 10562 members 
Mstep: Class 14 contains 7986 members 
Mstep: Class 15 contains 8370 members 
Mstep: Class 16 contains 8859 members 
Mstep: Class 17 contains 70871 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12401 members 
Mstep: Class 20 contains 2960 members 
Mstep: Class 21 contains 290893 members 
Mstep: Class 22 contains 40967 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 282113 members 
Mstep: Class 25 contains 16117 members 
Mstep: Class 26 contains 21580 members 
Mstep: Class 27 contains 16825 members 
Mstep: Class 28 contains 11432 members 
Mstep: Class 29 contains 6009 members 
Mstep: Class 30 contains 39704 members 
Mstep: Class 31 contains 2315 members 
Mstep: Class 32 contains 10532 members 
Mstep: Class 33 contains 8179 members 
Mstep: Class 34 contains 215894 members 
Mstep: Class 35 contains 171342 members 
Mstep: Class 36 contains 10283 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412848.000000 Penalty: 136683.125000
Iteration 180F: 39 clusters Score -2.354128e+08 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58697 members 
Mstep: Class 2 contains 156211 members 
Mstep: Class 3 contains 7323 members 
Mstep: Class 4 contains 179159 members 
Mstep: Class 5 contains 10885 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31372 members 
Mstep: Class 8 contains 19972 members 
Mstep: Class 9 contains 187263 members 
Mstep: Class 10 contains 6570 members 
Mstep: Class 11 contains 38799 members 
Mstep: Class 12 contains 8724 members 
Mstep: Class 13 contains 10560 members 
Mstep: Class 14 contains 7985 members 
Mstep: Class 15 contains 8369 members 
Mstep: Class 16 contains 8900 members 
Mstep: Class 17 contains 70796 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12397 members 
Mstep: Class 20 contains 2957 members 
Mstep: Class 21 contains 290828 members 
Mstep: Class 22 contains 40963 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 282114 members 
Mstep: Class 25 contains 16110 members 
Mstep: Class 26 contains 21583 members 
Mstep: Class 27 contains 16822 members 
Mstep: Class 28 contains 11428 members 
Mstep: Class 29 contains 6014 members 
Mstep: Class 30 contains 39706 members 
Mstep: Class 31 contains 2317 members 
Mstep: Class 32 contains 10533 members 
Mstep: Class 33 contains 8178 members 
Mstep: Class 34 contains 215895 members 
Mstep: Class 35 contains 171326 members 
Mstep: Class 36 contains 10283 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235413152.000000 Penalty: 136683.125000
Iteration 181Q: 39 clusters Score -2.354132e+08 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58697 members 
Mstep: Class 2 contains 156201 members 
Mstep: Class 3 contains 7322 members 
Mstep: Class 4 contains 179187 members 
Mstep: Class 5 contains 10901 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31382 members 
Mstep: Class 8 contains 20038 members 
Mstep: Class 9 contains 187283 members 
Mstep: Class 10 contains 6570 members 
Mstep: Class 11 contains 38784 members 
Mstep: Class 12 contains 8726 members 
Mstep: Class 13 contains 10556 members 
Mstep: Class 14 contains 7984 members 
Mstep: Class 15 contains 8371 members 
Mstep: Class 16 contains 8930 members 
Mstep: Class 17 contains 70720 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12394 members 
Mstep: Class 20 contains 2958 members 
Mstep: Class 21 contains 290761 members 
Mstep: Class 22 contains 40955 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 282145 members 
Mstep: Class 25 contains 16106 members 
Mstep: Class 26 contains 21586 members 
Mstep: Class 27 contains 16810 members 
Mstep: Class 28 contains 11422 members 
Mstep: Class 29 contains 6019 members 
Mstep: Class 30 contains 39704 members 
Mstep: Class 31 contains 2320 members 
Mstep: Class 32 contains 10533 members 
Mstep: Class 33 contains 8175 members 
Mstep: Class 34 contains 215913 members 
Mstep: Class 35 contains 171291 members 
Mstep: Class 36 contains 10291 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412768.000000 Penalty: 136683.125000
Iteration 182Q: 39 clusters Score -2.354128e+08 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58696 members 
Mstep: Class 2 contains 156192 members 
Mstep: Class 3 contains 7325 members 
Mstep: Class 4 contains 179212 members 
Mstep: Class 5 contains 10923 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31388 members 
Mstep: Class 8 contains 20104 members 
Mstep: Class 9 contains 187304 members 
Mstep: Class 10 contains 6569 members 
Mstep: Class 11 contains 38764 members 
Mstep: Class 12 contains 8728 members 
Mstep: Class 13 contains 10557 members 
Mstep: Class 14 contains 7987 members 
Mstep: Class 15 contains 8369 members 
Mstep: Class 16 contains 8974 members 
Mstep: Class 17 contains 70660 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12392 members 
Mstep: Class 20 contains 2957 members 
Mstep: Class 21 contains 290641 members 
Mstep: Class 22 contains 40953 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 282136 members 
Mstep: Class 25 contains 16104 members 
Mstep: Class 26 contains 21588 members 
Mstep: Class 27 contains 16786 members 
Mstep: Class 28 contains 11422 members 
Mstep: Class 29 contains 6024 members 
Mstep: Class 30 contains 39692 members 
Mstep: Class 31 contains 2316 members 
Mstep: Class 32 contains 10530 members 
Mstep: Class 33 contains 8172 members 
Mstep: Class 34 contains 216006 members 
Mstep: Class 35 contains 171272 members 
Mstep: Class 36 contains 10293 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235413104.000000 Penalty: 136683.125000
Iteration 183Q: 39 clusters Score -2.354131e+08 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58698 members 
Mstep: Class 2 contains 156183 members 
Mstep: Class 3 contains 7331 members 
Mstep: Class 4 contains 179219 members 
Mstep: Class 5 contains 10937 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31394 members 
Mstep: Class 8 contains 20183 members 
Mstep: Class 9 contains 187302 members 
Mstep: Class 10 contains 6568 members 
Mstep: Class 11 contains 38755 members 
Mstep: Class 12 contains 8726 members 
Mstep: Class 13 contains 10552 members 
Mstep: Class 14 contains 7991 members 
Mstep: Class 15 contains 8372 members 
Mstep: Class 16 contains 9005 members 
Mstep: Class 17 contains 70609 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 2955 members 
Mstep: Class 21 contains 290552 members 
Mstep: Class 22 contains 40949 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 282141 members 
Mstep: Class 25 contains 16101 members 
Mstep: Class 26 contains 21590 members 
Mstep: Class 27 contains 16773 members 
Mstep: Class 28 contains 11418 members 
Mstep: Class 29 contains 6031 members 
Mstep: Class 30 contains 39672 members 
Mstep: Class 31 contains 2315 members 
Mstep: Class 32 contains 10528 members 
Mstep: Class 33 contains 8172 members 
Mstep: Class 34 contains 216076 members 
Mstep: Class 35 contains 171257 members 
Mstep: Class 36 contains 10293 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412912.000000 Penalty: 136683.125000
Iteration 184Q: 39 clusters Score -2.354129e+08 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58699 members 
Mstep: Class 2 contains 156176 members 
Mstep: Class 3 contains 7330 members 
Mstep: Class 4 contains 179238 members 
Mstep: Class 5 contains 10955 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31399 members 
Mstep: Class 8 contains 20269 members 
Mstep: Class 9 contains 187315 members 
Mstep: Class 10 contains 6568 members 
Mstep: Class 11 contains 38759 members 
Mstep: Class 12 contains 8723 members 
Mstep: Class 13 contains 10552 members 
Mstep: Class 14 contains 7991 members 
Mstep: Class 15 contains 8375 members 
Mstep: Class 16 contains 9037 members 
Mstep: Class 17 contains 70555 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12385 members 
Mstep: Class 20 contains 2956 members 
Mstep: Class 21 contains 290413 members 
Mstep: Class 22 contains 40952 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 282147 members 
Mstep: Class 25 contains 16098 members 
Mstep: Class 26 contains 21593 members 
Mstep: Class 27 contains 16762 members 
Mstep: Class 28 contains 11417 members 
Mstep: Class 29 contains 6035 members 
Mstep: Class 30 contains 39660 members 
Mstep: Class 31 contains 2315 members 
Mstep: Class 32 contains 10528 members 
Mstep: Class 33 contains 8167 members 
Mstep: Class 34 contains 216139 members 
Mstep: Class 35 contains 171231 members 
Mstep: Class 36 contains 10300 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412864.000000 Penalty: 136683.125000
Iteration 185Q: 39 clusters Score -2.354129e+08 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58703 members 
Mstep: Class 2 contains 156170 members 
Mstep: Class 3 contains 7322 members 
Mstep: Class 4 contains 179230 members 
Mstep: Class 5 contains 10966 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31402 members 
Mstep: Class 8 contains 20363 members 
Mstep: Class 9 contains 187325 members 
Mstep: Class 10 contains 6570 members 
Mstep: Class 11 contains 38748 members 
Mstep: Class 12 contains 8725 members 
Mstep: Class 13 contains 10555 members 
Mstep: Class 14 contains 7990 members 
Mstep: Class 15 contains 8373 members 
Mstep: Class 16 contains 9074 members 
Mstep: Class 17 contains 70514 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12384 members 
Mstep: Class 20 contains 2956 members 
Mstep: Class 21 contains 290283 members 
Mstep: Class 22 contains 40951 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 282148 members 
Mstep: Class 25 contains 16096 members 
Mstep: Class 26 contains 21594 members 
Mstep: Class 27 contains 16746 members 
Mstep: Class 28 contains 11416 members 
Mstep: Class 29 contains 6040 members 
Mstep: Class 30 contains 39652 members 
Mstep: Class 31 contains 2315 members 
Mstep: Class 32 contains 10528 members 
Mstep: Class 33 contains 8164 members 
Mstep: Class 34 contains 216204 members 
Mstep: Class 35 contains 171224 members 
Mstep: Class 36 contains 10310 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412352.000000 Penalty: 136683.125000
Iteration 186Q: 39 clusters Score -2.354124e+08 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58702 members 
Mstep: Class 2 contains 156170 members 
Mstep: Class 3 contains 7324 members 
Mstep: Class 4 contains 179209 members 
Mstep: Class 5 contains 10974 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31415 members 
Mstep: Class 8 contains 20455 members 
Mstep: Class 9 contains 187320 members 
Mstep: Class 10 contains 6570 members 
Mstep: Class 11 contains 38726 members 
Mstep: Class 12 contains 8725 members 
Mstep: Class 13 contains 10560 members 
Mstep: Class 14 contains 7989 members 
Mstep: Class 15 contains 8374 members 
Mstep: Class 16 contains 9116 members 
Mstep: Class 17 contains 70459 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12381 members 
Mstep: Class 20 contains 2957 members 
Mstep: Class 21 contains 290163 members 
Mstep: Class 22 contains 40954 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 282170 members 
Mstep: Class 25 contains 16096 members 
Mstep: Class 26 contains 21595 members 
Mstep: Class 27 contains 16734 members 
Mstep: Class 28 contains 11412 members 
Mstep: Class 29 contains 6041 members 
Mstep: Class 30 contains 39643 members 
Mstep: Class 31 contains 2317 members 
Mstep: Class 32 contains 10527 members 
Mstep: Class 33 contains 8163 members 
Mstep: Class 34 contains 216279 members 
Mstep: Class 35 contains 171214 members 
Mstep: Class 36 contains 10311 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412160.000000 Penalty: 136683.125000
Iteration 187Q: 39 clusters Score -2.354122e+08 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58698 members 
Mstep: Class 2 contains 156170 members 
Mstep: Class 3 contains 7325 members 
Mstep: Class 4 contains 179194 members 
Mstep: Class 5 contains 10980 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31434 members 
Mstep: Class 8 contains 20547 members 
Mstep: Class 9 contains 187342 members 
Mstep: Class 10 contains 6569 members 
Mstep: Class 11 contains 38701 members 
Mstep: Class 12 contains 8727 members 
Mstep: Class 13 contains 10561 members 
Mstep: Class 14 contains 7991 members 
Mstep: Class 15 contains 8373 members 
Mstep: Class 16 contains 9151 members 
Mstep: Class 17 contains 70433 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12382 members 
Mstep: Class 20 contains 2957 members 
Mstep: Class 21 contains 290052 members 
Mstep: Class 22 contains 40947 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 282177 members 
Mstep: Class 25 contains 16097 members 
Mstep: Class 26 contains 21594 members 
Mstep: Class 27 contains 16726 members 
Mstep: Class 28 contains 11414 members 
Mstep: Class 29 contains 6040 members 
Mstep: Class 30 contains 39636 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 10527 members 
Mstep: Class 33 contains 8158 members 
Mstep: Class 34 contains 216308 members 
Mstep: Class 35 contains 171202 members 
Mstep: Class 36 contains 10315 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412320.000000 Penalty: 136683.125000
Iteration 188Q: 39 clusters Score -2.354123e+08 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58691 members 
Mstep: Class 2 contains 156171 members 
Mstep: Class 3 contains 7327 members 
Mstep: Class 4 contains 179165 members 
Mstep: Class 5 contains 10988 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31438 members 
Mstep: Class 8 contains 20649 members 
Mstep: Class 9 contains 187374 members 
Mstep: Class 10 contains 6569 members 
Mstep: Class 11 contains 38681 members 
Mstep: Class 12 contains 8726 members 
Mstep: Class 13 contains 10570 members 
Mstep: Class 14 contains 7991 members 
Mstep: Class 15 contains 8373 members 
Mstep: Class 16 contains 9191 members 
Mstep: Class 17 contains 70400 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12382 members 
Mstep: Class 20 contains 2959 members 
Mstep: Class 21 contains 289962 members 
Mstep: Class 22 contains 40938 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 282196 members 
Mstep: Class 25 contains 16100 members 
Mstep: Class 26 contains 21595 members 
Mstep: Class 27 contains 16719 members 
Mstep: Class 28 contains 11415 members 
Mstep: Class 29 contains 6046 members 
Mstep: Class 30 contains 39624 members 
Mstep: Class 31 contains 2321 members 
Mstep: Class 32 contains 10527 members 
Mstep: Class 33 contains 8157 members 
Mstep: Class 34 contains 216298 members 
Mstep: Class 35 contains 171181 members 
Mstep: Class 36 contains 10318 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412640.000000 Penalty: 136683.125000
Iteration 189Q: 39 clusters Score -2.354126e+08 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58681 members 
Mstep: Class 2 contains 156164 members 
Mstep: Class 3 contains 7323 members 
Mstep: Class 4 contains 179149 members 
Mstep: Class 5 contains 10997 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31446 members 
Mstep: Class 8 contains 20746 members 
Mstep: Class 9 contains 187380 members 
Mstep: Class 10 contains 6571 members 
Mstep: Class 11 contains 38655 members 
Mstep: Class 12 contains 8722 members 
Mstep: Class 13 contains 10575 members 
Mstep: Class 14 contains 7991 members 
Mstep: Class 15 contains 8373 members 
Mstep: Class 16 contains 9222 members 
Mstep: Class 17 contains 70371 members 
Mstep: Class 18 contains 5427 members 
Mstep: Class 19 contains 12384 members 
Mstep: Class 20 contains 2959 members 
Mstep: Class 21 contains 289868 members 
Mstep: Class 22 contains 40938 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 282210 members 
Mstep: Class 25 contains 16102 members 
Mstep: Class 26 contains 21595 members 
Mstep: Class 27 contains 16713 members 
Mstep: Class 28 contains 11415 members 
Mstep: Class 29 contains 6051 members 
Mstep: Class 30 contains 39632 members 
Mstep: Class 31 contains 2322 members 
Mstep: Class 32 contains 10528 members 
Mstep: Class 33 contains 8157 members 
Mstep: Class 34 contains 216308 members 
Mstep: Class 35 contains 171171 members 
Mstep: Class 36 contains 10320 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412400.000000 Penalty: 136683.125000
Iteration 190Q: 39 clusters Score -2.354124e+08 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58683 members 
Mstep: Class 2 contains 156163 members 
Mstep: Class 3 contains 7323 members 
Mstep: Class 4 contains 179117 members 
Mstep: Class 5 contains 11009 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31462 members 
Mstep: Class 8 contains 20839 members 
Mstep: Class 9 contains 187375 members 
Mstep: Class 10 contains 6571 members 
Mstep: Class 11 contains 38622 members 
Mstep: Class 12 contains 8724 members 
Mstep: Class 13 contains 10577 members 
Mstep: Class 14 contains 7991 members 
Mstep: Class 15 contains 8377 members 
Mstep: Class 16 contains 9277 members 
Mstep: Class 17 contains 70339 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12383 members 
Mstep: Class 20 contains 2959 members 
Mstep: Class 21 contains 289801 members 
Mstep: Class 22 contains 40929 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 282213 members 
Mstep: Class 25 contains 16104 members 
Mstep: Class 26 contains 21597 members 
Mstep: Class 27 contains 16708 members 
Mstep: Class 28 contains 11414 members 
Mstep: Class 29 contains 6052 members 
Mstep: Class 30 contains 39629 members 
Mstep: Class 31 contains 2321 members 
Mstep: Class 32 contains 10528 members 
Mstep: Class 33 contains 8156 members 
Mstep: Class 34 contains 216309 members 
Mstep: Class 35 contains 171157 members 
Mstep: Class 36 contains 10324 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412544.000000 Penalty: 136683.125000
Iteration 191Q: 39 clusters Score -2.354125e+08 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58689 members 
Mstep: Class 2 contains 156164 members 
Mstep: Class 3 contains 7324 members 
Mstep: Class 4 contains 179114 members 
Mstep: Class 5 contains 11012 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31470 members 
Mstep: Class 8 contains 20919 members 
Mstep: Class 9 contains 187371 members 
Mstep: Class 10 contains 6570 members 
Mstep: Class 11 contains 38610 members 
Mstep: Class 12 contains 8724 members 
Mstep: Class 13 contains 10580 members 
Mstep: Class 14 contains 7990 members 
Mstep: Class 15 contains 8379 members 
Mstep: Class 16 contains 9327 members 
Mstep: Class 17 contains 70311 members 
Mstep: Class 18 contains 5430 members 
Mstep: Class 19 contains 12384 members 
Mstep: Class 20 contains 2959 members 
Mstep: Class 21 contains 289695 members 
Mstep: Class 22 contains 40926 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 282228 members 
Mstep: Class 25 contains 16103 members 
Mstep: Class 26 contains 21597 members 
Mstep: Class 27 contains 16707 members 
Mstep: Class 28 contains 11412 members 
Mstep: Class 29 contains 6054 members 
Mstep: Class 30 contains 39625 members 
Mstep: Class 31 contains 2323 members 
Mstep: Class 32 contains 10528 members 
Mstep: Class 33 contains 8154 members 
Mstep: Class 34 contains 216313 members 
Mstep: Class 35 contains 171144 members 
Mstep: Class 36 contains 10325 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412432.000000 Penalty: 136683.125000
Iteration 192Q: 39 clusters Score -2.354124e+08 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58683 members 
Mstep: Class 2 contains 156158 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 179117 members 
Mstep: Class 5 contains 11019 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31483 members 
Mstep: Class 8 contains 21013 members 
Mstep: Class 9 contains 187373 members 
Mstep: Class 10 contains 6572 members 
Mstep: Class 11 contains 38595 members 
Mstep: Class 12 contains 8727 members 
Mstep: Class 13 contains 10580 members 
Mstep: Class 14 contains 7990 members 
Mstep: Class 15 contains 8380 members 
Mstep: Class 16 contains 9386 members 
Mstep: Class 17 contains 70273 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12385 members 
Mstep: Class 20 contains 2960 members 
Mstep: Class 21 contains 289602 members 
Mstep: Class 22 contains 40925 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 282231 members 
Mstep: Class 25 contains 16107 members 
Mstep: Class 26 contains 21597 members 
Mstep: Class 27 contains 16706 members 
Mstep: Class 28 contains 11412 members 
Mstep: Class 29 contains 6052 members 
Mstep: Class 30 contains 39613 members 
Mstep: Class 31 contains 2324 members 
Mstep: Class 32 contains 10528 members 
Mstep: Class 33 contains 8151 members 
Mstep: Class 34 contains 216310 members 
Mstep: Class 35 contains 171133 members 
Mstep: Class 36 contains 10327 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412656.000000 Penalty: 136683.125000
Iteration 193Q: 39 clusters Score -2.354127e+08 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58678 members 
Mstep: Class 2 contains 156159 members 
Mstep: Class 3 contains 7317 members 
Mstep: Class 4 contains 179126 members 
Mstep: Class 5 contains 11026 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31498 members 
Mstep: Class 8 contains 21102 members 
Mstep: Class 9 contains 187373 members 
Mstep: Class 10 contains 6570 members 
Mstep: Class 11 contains 38592 members 
Mstep: Class 12 contains 8735 members 
Mstep: Class 13 contains 10580 members 
Mstep: Class 14 contains 7992 members 
Mstep: Class 15 contains 8384 members 
Mstep: Class 16 contains 9450 members 
Mstep: Class 17 contains 70241 members 
Mstep: Class 18 contains 5427 members 
Mstep: Class 19 contains 12385 members 
Mstep: Class 20 contains 2960 members 
Mstep: Class 21 contains 289495 members 
Mstep: Class 22 contains 40919 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 282222 members 
Mstep: Class 25 contains 16104 members 
Mstep: Class 26 contains 21598 members 
Mstep: Class 27 contains 16700 members 
Mstep: Class 28 contains 11415 members 
Mstep: Class 29 contains 6054 members 
Mstep: Class 30 contains 39603 members 
Mstep: Class 31 contains 2323 members 
Mstep: Class 32 contains 10528 members 
Mstep: Class 33 contains 8150 members 
Mstep: Class 34 contains 216302 members 
Mstep: Class 35 contains 171129 members 
Mstep: Class 36 contains 10326 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412928.000000 Penalty: 136683.125000
Iteration 194Q: 39 clusters Score -2.354129e+08 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58678 members 
Mstep: Class 2 contains 156163 members 
Mstep: Class 3 contains 7316 members 
Mstep: Class 4 contains 179120 members 
Mstep: Class 5 contains 11033 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31519 members 
Mstep: Class 8 contains 21160 members 
Mstep: Class 9 contains 187373 members 
Mstep: Class 10 contains 6567 members 
Mstep: Class 11 contains 38583 members 
Mstep: Class 12 contains 8736 members 
Mstep: Class 13 contains 10578 members 
Mstep: Class 14 contains 7994 members 
Mstep: Class 15 contains 8384 members 
Mstep: Class 16 contains 9507 members 
Mstep: Class 17 contains 70207 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12381 members 
Mstep: Class 20 contains 2960 members 
Mstep: Class 21 contains 289397 members 
Mstep: Class 22 contains 40910 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 282227 members 
Mstep: Class 25 contains 16104 members 
Mstep: Class 26 contains 21598 members 
Mstep: Class 27 contains 16697 members 
Mstep: Class 28 contains 11416 members 
Mstep: Class 29 contains 6056 members 
Mstep: Class 30 contains 39599 members 
Mstep: Class 31 contains 2321 members 
Mstep: Class 32 contains 10529 members 
Mstep: Class 33 contains 8147 members 
Mstep: Class 34 contains 216332 members 
Mstep: Class 35 contains 171122 members 
Mstep: Class 36 contains 10326 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412768.000000 Penalty: 136683.125000
Iteration 195Q: 39 clusters Score -2.354128e+08 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58675 members 
Mstep: Class 2 contains 156163 members 
Mstep: Class 3 contains 7316 members 
Mstep: Class 4 contains 179130 members 
Mstep: Class 5 contains 11043 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31529 members 
Mstep: Class 8 contains 21220 members 
Mstep: Class 9 contains 187376 members 
Mstep: Class 10 contains 6568 members 
Mstep: Class 11 contains 38563 members 
Mstep: Class 12 contains 8726 members 
Mstep: Class 13 contains 10579 members 
Mstep: Class 14 contains 7998 members 
Mstep: Class 15 contains 8388 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 70176 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12376 members 
Mstep: Class 20 contains 2960 members 
Mstep: Class 21 contains 289271 members 
Mstep: Class 22 contains 40902 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 282235 members 
Mstep: Class 25 contains 16100 members 
Mstep: Class 26 contains 21596 members 
Mstep: Class 27 contains 16705 members 
Mstep: Class 28 contains 11419 members 
Mstep: Class 29 contains 6060 members 
Mstep: Class 30 contains 39576 members 
Mstep: Class 31 contains 2323 members 
Mstep: Class 32 contains 10530 members 
Mstep: Class 33 contains 8148 members 
Mstep: Class 34 contains 216383 members 
Mstep: Class 35 contains 171115 members 
Mstep: Class 36 contains 10326 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412768.000000 Penalty: 136683.125000
Iteration 196Q: 39 clusters Score -2.354128e+08 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58673 members 
Mstep: Class 2 contains 156162 members 
Mstep: Class 3 contains 7318 members 
Mstep: Class 4 contains 179137 members 
Mstep: Class 5 contains 11043 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31533 members 
Mstep: Class 8 contains 21278 members 
Mstep: Class 9 contains 187383 members 
Mstep: Class 10 contains 6569 members 
Mstep: Class 11 contains 38558 members 
Mstep: Class 12 contains 8725 members 
Mstep: Class 13 contains 10577 members 
Mstep: Class 14 contains 8002 members 
Mstep: Class 15 contains 8388 members 
Mstep: Class 16 contains 9637 members 
Mstep: Class 17 contains 70160 members 
Mstep: Class 18 contains 5430 members 
Mstep: Class 19 contains 12373 members 
Mstep: Class 20 contains 2959 members 
Mstep: Class 21 contains 289093 members 
Mstep: Class 22 contains 40892 members 
Mstep: Class 23 contains 1067 members 
Mstep: Class 24 contains 282257 members 
Mstep: Class 25 contains 16102 members 
Mstep: Class 26 contains 21593 members 
Mstep: Class 27 contains 16704 members 
Mstep: Class 28 contains 11419 members 
Mstep: Class 29 contains 6061 members 
Mstep: Class 30 contains 39557 members 
Mstep: Class 31 contains 2327 members 
Mstep: Class 32 contains 10530 members 
Mstep: Class 33 contains 8146 members 
Mstep: Class 34 contains 216463 members 
Mstep: Class 35 contains 171092 members 
Mstep: Class 36 contains 10326 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 10858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412608.000000 Penalty: 136683.125000
Iteration 197Q: 39 clusters Score -2.354126e+08 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58671 members 
Mstep: Class 2 contains 156172 members 
Mstep: Class 3 contains 7317 members 
Mstep: Class 4 contains 179155 members 
Mstep: Class 5 contains 11048 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31545 members 
Mstep: Class 8 contains 21333 members 
Mstep: Class 9 contains 187392 members 
Mstep: Class 10 contains 6571 members 
Mstep: Class 11 contains 38558 members 
Mstep: Class 12 contains 8720 members 
Mstep: Class 13 contains 10577 members 
Mstep: Class 14 contains 8004 members 
Mstep: Class 15 contains 8391 members 
Mstep: Class 16 contains 9674 members 
Mstep: Class 17 contains 70139 members 
Mstep: Class 18 contains 5431 members 
Mstep: Class 19 contains 12369 members 
Mstep: Class 20 contains 2960 members 
Mstep: Class 21 contains 288931 members 
Mstep: Class 22 contains 40880 members 
Mstep: Class 23 contains 1066 members 
Mstep: Class 24 contains 282256 members 
Mstep: Class 25 contains 16102 members 
Mstep: Class 26 contains 21595 members 
Mstep: Class 27 contains 16704 members 
Mstep: Class 28 contains 11420 members 
Mstep: Class 29 contains 6064 members 
Mstep: Class 30 contains 39537 members 
Mstep: Class 31 contains 2329 members 
Mstep: Class 32 contains 10531 members 
Mstep: Class 33 contains 8148 members 
Mstep: Class 34 contains 216551 members 
Mstep: Class 35 contains 171065 members 
Mstep: Class 36 contains 10327 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412016.000000 Penalty: 136683.125000
Iteration 198Q: 39 clusters Score -2.35412e+08 nChanged 1095
Entering ConstructFrom: 
Score: -235412016.000000 Penalty: 136683.125000
Entering ConstructFrom: 
Trying to split cluster 1 (58666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58666 members 
Entering Unmasked Estep 
Score: -7158362.000000 Penalty: 2722.944580
	Iteration 0F: 2 clusters Score -7158362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -7118880.000000 Penalty: 5445.889160
	Iteration 0F: 3 clusters Score -7118880 nChanged 27260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 29090 members 
Entering Unmasked Estep 
Score: -7134062.000000 Penalty: 5445.889160
	Iteration 1F: 3 clusters Score -7134062 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29701 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -7134731.000000 Penalty: 5445.889160
	Iteration 2Q: 3 clusters Score -7134731 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29859 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -7135437.500000 Penalty: 5445.889160
	Iteration 3Q: 3 clusters Score -7135438 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -7136115.000000 Penalty: 5445.889160
	Iteration 4Q: 3 clusters Score -7136115 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -7136952.500000 Penalty: 5445.889160
	Iteration 5Q: 3 clusters Score -7136952 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -7137773.000000 Penalty: 5445.889160
	Iteration 6Q: 3 clusters Score -7137773 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31032 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -7138607.500000 Penalty: 5445.889160
	Iteration 7Q: 3 clusters Score -7138608 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31538 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -7139666.500000 Penalty: 5445.889160
	Iteration 8Q: 3 clusters Score -7139666 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32159 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -7140768.500000 Penalty: 5445.889160
	Iteration 9Q: 3 clusters Score -7140768 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -7142154.500000 Penalty: 5445.889160
	Iteration 10Q: 3 clusters Score -7142154 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -7143651.500000 Penalty: 5445.889160
	Iteration 11Q: 3 clusters Score -7143652 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34468 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -7145223.000000 Penalty: 5445.889160
	Iteration 12Q: 3 clusters Score -7145223 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35104 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -7146430.000000 Penalty: 5445.889160
	Iteration 13Q: 3 clusters Score -7146430 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35619 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -7147369.500000 Penalty: 5445.889160
	Iteration 14Q: 3 clusters Score -7147370 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -7147958.000000 Penalty: 5445.889160
	Iteration 15Q: 3 clusters Score -7147958 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36484 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -7148356.000000 Penalty: 5445.889160
	Iteration 16Q: 3 clusters Score -7148356 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36881 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -7148631.000000 Penalty: 5445.889160
	Iteration 17Q: 3 clusters Score -7148631 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37270 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -7148853.000000 Penalty: 5445.889160
	Iteration 18Q: 3 clusters Score -7148853 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37663 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -7149046.500000 Penalty: 5445.889160
	Iteration 19Q: 3 clusters Score -7149046 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38052 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -7149251.000000 Penalty: 5445.889160
	Iteration 20F: 3 clusters Score -7149251 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38496 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -7149486.000000 Penalty: 5445.889160
	Iteration 21Q: 3 clusters Score -7149486 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38975 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -7149662.000000 Penalty: 5445.889160
	Iteration 22Q: 3 clusters Score -7149662 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39457 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -7149885.000000 Penalty: 5445.889160
	Iteration 23Q: 3 clusters Score -7149885 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39917 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -7150050.500000 Penalty: 5445.889160
	Iteration 24Q: 3 clusters Score -7150050 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40395 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -7150245.500000 Penalty: 5445.889160
	Iteration 25Q: 3 clusters Score -7150246 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40919 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -7150453.500000 Penalty: 5445.889160
	Iteration 26Q: 3 clusters Score -7150454 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41432 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -7150622.000000 Penalty: 5445.889160
	Iteration 27Q: 3 clusters Score -7150622 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41969 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -7150787.000000 Penalty: 5445.889160
	Iteration 28Q: 3 clusters Score -7150787 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42505 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -7151001.000000 Penalty: 5445.889160
	Iteration 29Q: 3 clusters Score -7151001 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -7151159.500000 Penalty: 5445.889160
	Iteration 30Q: 3 clusters Score -7151160 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43617 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -7151351.500000 Penalty: 5445.889160
	Iteration 31Q: 3 clusters Score -7151352 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44195 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -7151535.500000 Penalty: 5445.889160
	Iteration 32Q: 3 clusters Score -7151536 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44798 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -7151695.000000 Penalty: 5445.889160
	Iteration 33Q: 3 clusters Score -7151695 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45414 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -7151878.500000 Penalty: 5445.889160
	Iteration 34Q: 3 clusters Score -7151878 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46042 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -7152061.500000 Penalty: 5445.889160
	Iteration 35Q: 3 clusters Score -7152062 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46663 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -7152252.000000 Penalty: 5445.889160
	Iteration 36Q: 3 clusters Score -7152252 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47294 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -7152466.500000 Penalty: 5445.889160
	Iteration 37Q: 3 clusters Score -7152466 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47961 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -7152641.500000 Penalty: 5445.889160
	Iteration 38Q: 3 clusters Score -7152642 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -7152845.000000 Penalty: 5445.889160
	Iteration 39Q: 3 clusters Score -7152845 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49189 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -7153022.000000 Penalty: 5445.889160
	Iteration 40F: 3 clusters Score -7153022 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49801 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -7153179.500000 Penalty: 5445.889160
	Iteration 41Q: 3 clusters Score -7153180 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50401 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -7153370.500000 Penalty: 5445.889160
	Iteration 42Q: 3 clusters Score -7153370 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50978 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -7153509.500000 Penalty: 5445.889160
	Iteration 43Q: 3 clusters Score -7153510 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51575 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -7153684.500000 Penalty: 5445.889160
	Iteration 44Q: 3 clusters Score -7153684 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52171 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -7153872.500000 Penalty: 5445.889160
	Iteration 45Q: 3 clusters Score -7153872 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52767 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -7154079.000000 Penalty: 5445.889160
	Iteration 46Q: 3 clusters Score -7154079 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53325 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -7154307.000000 Penalty: 5445.889160
	Iteration 47Q: 3 clusters Score -7154307 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53856 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -7154505.500000 Penalty: 5445.889160
	Iteration 48Q: 3 clusters Score -7154506 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54342 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -7154708.500000 Penalty: 5445.889160
	Iteration 49Q: 3 clusters Score -7154708 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54826 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -7154884.500000 Penalty: 5445.889160
	Iteration 50Q: 3 clusters Score -7154884 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55265 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -7155078.000000 Penalty: 5445.889160
	Iteration 51Q: 3 clusters Score -7155078 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55639 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -7155257.000000 Penalty: 5445.889160
	Iteration 52Q: 3 clusters Score -7155257 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55968 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -7155393.000000 Penalty: 5445.889160
	Iteration 53Q: 3 clusters Score -7155393 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56219 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -7155505.000000 Penalty: 5445.889160
	Iteration 54Q: 3 clusters Score -7155505 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56412 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -7155595.500000 Penalty: 5445.889160
	Iteration 55Q: 3 clusters Score -7155596 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56575 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -7155667.500000 Penalty: 5445.889160
	Iteration 56Q: 3 clusters Score -7155668 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56708 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -7155734.000000 Penalty: 5445.889160
	Iteration 57Q: 3 clusters Score -7155734 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56823 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -7155807.500000 Penalty: 5445.889160
	Iteration 58Q: 3 clusters Score -7155808 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56913 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -7155846.000000 Penalty: 5445.889160
	Iteration 59Q: 3 clusters Score -7155846 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56997 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -7155852.500000 Penalty: 5445.889160
	Iteration 60F: 3 clusters Score -7155852 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57055 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -7155890.000000 Penalty: 5445.889160
	Iteration 61Q: 3 clusters Score -7155890 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57107 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -7155910.500000 Penalty: 5445.889160
	Iteration 62Q: 3 clusters Score -7155910 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57162 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -7155936.000000 Penalty: 5445.889160
	Iteration 63Q: 3 clusters Score -7155936 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57215 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -7155969.000000 Penalty: 5445.889160
	Iteration 64Q: 3 clusters Score -7155969 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57265 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -7155993.500000 Penalty: 5445.889160
	Iteration 65Q: 3 clusters Score -7155994 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57300 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -7156004.500000 Penalty: 5445.889160
	Iteration 66Q: 3 clusters Score -7156004 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57326 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -7156006.500000 Penalty: 5445.889160
	Iteration 67Q: 3 clusters Score -7156006 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57348 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -7156008.000000 Penalty: 5445.889160
	Iteration 68Q: 3 clusters Score -7156008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57363 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -7156018.000000 Penalty: 5445.889160
	Iteration 69Q: 3 clusters Score -7156018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57381 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -7156033.500000 Penalty: 5445.889160
	Iteration 70Q: 3 clusters Score -7156034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57393 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -7156034.000000 Penalty: 5445.889160
	Iteration 71Q: 3 clusters Score -7156034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57401 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -7156031.500000 Penalty: 5445.889160
	Iteration 72Q: 3 clusters Score -7156032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57408 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -7156030.500000 Penalty: 5445.889160
	Iteration 73Q: 3 clusters Score -7156030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57420 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -7156030.000000 Penalty: 5445.889160
	Iteration 74Q: 3 clusters Score -7156030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57433 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -7156032.500000 Penalty: 5445.889160
	Iteration 75Q: 3 clusters Score -7156032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57443 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -7156037.000000 Penalty: 5445.889160
	Iteration 76Q: 3 clusters Score -7156037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57455 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -7156036.000000 Penalty: 5445.889160
	Iteration 77Q: 3 clusters Score -7156036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57470 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -7156058.000000 Penalty: 5445.889160
	Iteration 78Q: 3 clusters Score -7156058 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57489 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -7156066.000000 Penalty: 5445.889160
	Iteration 79Q: 3 clusters Score -7156066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57498 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -7156078.500000 Penalty: 5445.889160
	Iteration 80F: 3 clusters Score -7156078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57509 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -7156073.500000 Penalty: 5445.889160
	Iteration 81Q: 3 clusters Score -7156074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57520 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -7156088.500000 Penalty: 5445.889160
	Iteration 82Q: 3 clusters Score -7156088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57524 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -7156091.000000 Penalty: 5445.889160
	Iteration 83Q: 3 clusters Score -7156091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57531 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -7156091.000000 Penalty: 5445.889160
	Iteration 84Q: 3 clusters Score -7156091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57538 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -7156096.000000 Penalty: 5445.889160
	Iteration 85Q: 3 clusters Score -7156096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57547 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -7156100.000000 Penalty: 5445.889160
	Iteration 86Q: 3 clusters Score -7156100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57558 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -7156109.000000 Penalty: 5445.889160
	Iteration 87Q: 3 clusters Score -7156109 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57571 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -7156113.000000 Penalty: 5445.889160
	Iteration 88Q: 3 clusters Score -7156113 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57591 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -7156125.500000 Penalty: 5445.889160
	Iteration 89Q: 3 clusters Score -7156126 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57607 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -7156126.500000 Penalty: 5445.889160
	Iteration 90Q: 3 clusters Score -7156126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57620 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -7156124.500000 Penalty: 5445.889160
	Iteration 91Q: 3 clusters Score -7156124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57633 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -7156124.000000 Penalty: 5445.889160
	Iteration 92Q: 3 clusters Score -7156124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57641 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -7156132.000000 Penalty: 5445.889160
	Iteration 93Q: 3 clusters Score -7156132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57649 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -7156140.500000 Penalty: 5445.889160
	Iteration 94Q: 3 clusters Score -7156140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57655 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -7156148.000000 Penalty: 5445.889160
	Iteration 95Q: 3 clusters Score -7156148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57663 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -7156150.000000 Penalty: 5445.889160
	Iteration 96Q: 3 clusters Score -7156150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57669 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -7156156.500000 Penalty: 5445.889160
	Iteration 97Q: 3 clusters Score -7156156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57674 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -7156168.000000 Penalty: 5445.889160
	Iteration 98Q: 3 clusters Score -7156168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57682 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -7156183.000000 Penalty: 5445.889160
	Iteration 99Q: 3 clusters Score -7156183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57689 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -7156181.000000 Penalty: 5445.889160
	Iteration 100F: 3 clusters Score -7156181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57690 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -7156184.500000 Penalty: 5445.889160
	Iteration 101Q: 3 clusters Score -7156184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57692 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -7156186.500000 Penalty: 5445.889160
	Iteration 102Q: 3 clusters Score -7156186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57692 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -7156181.000000 Penalty: 5445.889160
	Iteration 103Q: 3 clusters Score -7156181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57692 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -7156181.000000 Penalty: 5445.889160
	Iteration 104F: 3 clusters Score -7156181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (156184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156184 members 
Entering Unmasked Estep 
Score: -19054422.000000 Penalty: 2965.779785
	Iteration 0F: 2 clusters Score -1.905442e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77976 members 
Mstep: Class 2 contains 78208 members 
Entering Unmasked Estep 
Score: -18949866.000000 Penalty: 5931.559570
	Iteration 0F: 3 clusters Score -1.894987e+07 nChanged 74808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75936 members 
Mstep: Class 2 contains 80248 members 
Entering Unmasked Estep 
Score: -18994088.000000 Penalty: 5931.559570
	Iteration 1F: 3 clusters Score -1.899409e+07 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74308 members 
Mstep: Class 2 contains 81876 members 
Entering Unmasked Estep 
Score: -18995912.000000 Penalty: 5931.559570
	Iteration 2Q: 3 clusters Score -1.899591e+07 nChanged 6484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71876 members 
Mstep: Class 2 contains 84308 members 
Entering Unmasked Estep 
Score: -18998072.000000 Penalty: 5931.559570
	Iteration 3Q: 3 clusters Score -1.899807e+07 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68432 members 
Mstep: Class 2 contains 87752 members 
Entering Unmasked Estep 
Score: -19001256.000000 Penalty: 5931.559570
	Iteration 4Q: 3 clusters Score -1.900126e+07 nChanged 8563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63735 members 
Mstep: Class 2 contains 92449 members 
Entering Unmasked Estep 
Score: -19005518.000000 Penalty: 5931.559570
	Iteration 5F: 3 clusters Score -1.900552e+07 nChanged 9223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57798 members 
Mstep: Class 2 contains 98386 members 
Entering Unmasked Estep 
Score: -19010526.000000 Penalty: 5931.559570
	Iteration 6F: 3 clusters Score -1.901053e+07 nChanged 9300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51088 members 
Mstep: Class 2 contains 105096 members 
Entering Unmasked Estep 
Score: -19016098.000000 Penalty: 5931.559570
	Iteration 7F: 3 clusters Score -1.90161e+07 nChanged 8703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44157 members 
Mstep: Class 2 contains 112027 members 
Entering Unmasked Estep 
Score: -19021916.000000 Penalty: 5931.559570
	Iteration 8F: 3 clusters Score -1.902192e+07 nChanged 7808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37513 members 
Mstep: Class 2 contains 118671 members 
Entering Unmasked Estep 
Score: -19027866.000000 Penalty: 5931.559570
	Iteration 9Q: 3 clusters Score -1.902787e+07 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 124399 members 
Entering Unmasked Estep 
Score: -19033192.000000 Penalty: 5931.559570
	Iteration 10Q: 3 clusters Score -1.903319e+07 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 128981 members 
Entering Unmasked Estep 
Score: -19036804.000000 Penalty: 5931.559570
	Iteration 11Q: 3 clusters Score -1.90368e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 132674 members 
Entering Unmasked Estep 
Score: -19039596.000000 Penalty: 5931.559570
	Iteration 12Q: 3 clusters Score -1.90396e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 135940 members 
Entering Unmasked Estep 
Score: -19041530.000000 Penalty: 5931.559570
	Iteration 13Q: 3 clusters Score -1.904153e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 138848 members 
Entering Unmasked Estep 
Score: -19043162.000000 Penalty: 5931.559570
	Iteration 14Q: 3 clusters Score -1.904316e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 141414 members 
Entering Unmasked Estep 
Score: -19044738.000000 Penalty: 5931.559570
	Iteration 15Q: 3 clusters Score -1.904474e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 143661 members 
Entering Unmasked Estep 
Score: -19046072.000000 Penalty: 5931.559570
	Iteration 16Q: 3 clusters Score -1.904607e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 145658 members 
Entering Unmasked Estep 
Score: -19047284.000000 Penalty: 5931.559570
	Iteration 17Q: 3 clusters Score -1.904728e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 147319 members 
Entering Unmasked Estep 
Score: -19048214.000000 Penalty: 5931.559570
	Iteration 18Q: 3 clusters Score -1.904821e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 148675 members 
Entering Unmasked Estep 
Score: -19049092.000000 Penalty: 5931.559570
	Iteration 19Q: 3 clusters Score -1.904909e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 149820 members 
Entering Unmasked Estep 
Score: -19049714.000000 Penalty: 5931.559570
	Iteration 20F: 3 clusters Score -1.904971e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 150737 members 
Entering Unmasked Estep 
Score: -19050208.000000 Penalty: 5931.559570
	Iteration 21Q: 3 clusters Score -1.905021e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 151462 members 
Entering Unmasked Estep 
Score: -19050606.000000 Penalty: 5931.559570
	Iteration 22Q: 3 clusters Score -1.905061e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 152061 members 
Entering Unmasked Estep 
Score: -19050996.000000 Penalty: 5931.559570
	Iteration 23Q: 3 clusters Score -1.9051e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 152545 members 
Entering Unmasked Estep 
Score: -19051294.000000 Penalty: 5931.559570
	Iteration 24Q: 3 clusters Score -1.905129e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 152919 members 
Entering Unmasked Estep 
Score: -19051458.000000 Penalty: 5931.559570
	Iteration 25Q: 3 clusters Score -1.905146e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 153226 members 
Entering Unmasked Estep 
Score: -19051644.000000 Penalty: 5931.559570
	Iteration 26Q: 3 clusters Score -1.905164e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 153482 members 
Entering Unmasked Estep 
Score: -19051738.000000 Penalty: 5931.559570
	Iteration 27Q: 3 clusters Score -1.905174e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 153686 members 
Entering Unmasked Estep 
Score: -19051792.000000 Penalty: 5931.559570
	Iteration 28Q: 3 clusters Score -1.905179e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 153867 members 
Entering Unmasked Estep 
Score: -19051880.000000 Penalty: 5931.559570
	Iteration 29Q: 3 clusters Score -1.905188e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 154021 members 
Entering Unmasked Estep 
Score: -19051948.000000 Penalty: 5931.559570
	Iteration 30Q: 3 clusters Score -1.905195e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 154141 members 
Entering Unmasked Estep 
Score: -19052014.000000 Penalty: 5931.559570
	Iteration 31Q: 3 clusters Score -1.905201e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 154233 members 
Entering Unmasked Estep 
Score: -19052038.000000 Penalty: 5931.559570
	Iteration 32Q: 3 clusters Score -1.905204e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 154314 members 
Entering Unmasked Estep 
Score: -19052064.000000 Penalty: 5931.559570
	Iteration 33Q: 3 clusters Score -1.905206e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 154377 members 
Entering Unmasked Estep 
Score: -19052056.000000 Penalty: 5931.559570
	Iteration 34Q: 3 clusters Score -1.905206e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 154431 members 
Entering Unmasked Estep 
Score: -19052104.000000 Penalty: 5931.559570
	Iteration 35Q: 3 clusters Score -1.90521e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 154487 members 
Entering Unmasked Estep 
Score: -19052096.000000 Penalty: 5931.559570
	Iteration 36Q: 3 clusters Score -1.90521e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 154532 members 
Entering Unmasked Estep 
Score: -19052092.000000 Penalty: 5931.559570
	Iteration 37Q: 3 clusters Score -1.905209e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 154565 members 
Entering Unmasked Estep 
Score: -19052104.000000 Penalty: 5931.559570
	Iteration 38Q: 3 clusters Score -1.90521e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 154601 members 
Entering Unmasked Estep 
Score: -19052126.000000 Penalty: 5931.559570
	Iteration 39Q: 3 clusters Score -1.905213e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 154633 members 
Entering Unmasked Estep 
Score: -19052150.000000 Penalty: 5931.559570
	Iteration 40F: 3 clusters Score -1.905215e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 154665 members 
Entering Unmasked Estep 
Score: -19052170.000000 Penalty: 5931.559570
	Iteration 41Q: 3 clusters Score -1.905217e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 154698 members 
Entering Unmasked Estep 
Score: -19052186.000000 Penalty: 5931.559570
	Iteration 42Q: 3 clusters Score -1.905219e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 154719 members 
Entering Unmasked Estep 
Score: -19052212.000000 Penalty: 5931.559570
	Iteration 43Q: 3 clusters Score -1.905221e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 154742 members 
Entering Unmasked Estep 
Score: -19052210.000000 Penalty: 5931.559570
	Iteration 44Q: 3 clusters Score -1.905221e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 154764 members 
Entering Unmasked Estep 
Score: -19052212.000000 Penalty: 5931.559570
	Iteration 45Q: 3 clusters Score -1.905221e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 154781 members 
Entering Unmasked Estep 
Score: -19052216.000000 Penalty: 5931.559570
	Iteration 46Q: 3 clusters Score -1.905222e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 154788 members 
Entering Unmasked Estep 
Score: -19052240.000000 Penalty: 5931.559570
	Iteration 47Q: 3 clusters Score -1.905224e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 154795 members 
Entering Unmasked Estep 
Score: -19052224.000000 Penalty: 5931.559570
	Iteration 48Q: 3 clusters Score -1.905222e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 154801 members 
Entering Unmasked Estep 
Score: -19052224.000000 Penalty: 5931.559570
	Iteration 49Q: 3 clusters Score -1.905222e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 154807 members 
Entering Unmasked Estep 
Score: -19052240.000000 Penalty: 5931.559570
	Iteration 50Q: 3 clusters Score -1.905224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 154810 members 
Entering Unmasked Estep 
Score: -19052238.000000 Penalty: 5931.559570
	Iteration 51Q: 3 clusters Score -1.905224e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 154815 members 
Entering Unmasked Estep 
Score: -19052228.000000 Penalty: 5931.559570
	Iteration 52Q: 3 clusters Score -1.905223e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 154816 members 
Entering Unmasked Estep 
Score: -19052226.000000 Penalty: 5931.559570
	Iteration 53Q: 3 clusters Score -1.905223e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 154817 members 
Entering Unmasked Estep 
Score: -19052216.000000 Penalty: 5931.559570
	Iteration 54Q: 3 clusters Score -1.905222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 154819 members 
Entering Unmasked Estep 
Score: -19052218.000000 Penalty: 5931.559570
	Iteration 55Q: 3 clusters Score -1.905222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 154822 members 
Entering Unmasked Estep 
Score: -19052222.000000 Penalty: 5931.559570
	Iteration 56Q: 3 clusters Score -1.905222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 154822 members 
Entering Unmasked Estep 
Score: -19052232.000000 Penalty: 5931.559570
	Iteration 57Q: 3 clusters Score -1.905223e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 154823 members 
Entering Unmasked Estep 
Score: -19052232.000000 Penalty: 5931.559570
	Iteration 58Q: 3 clusters Score -1.905223e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 154823 members 
Entering Unmasked Estep 
Score: -19052232.000000 Penalty: 5931.559570
	Iteration 59F: 3 clusters Score -1.905223e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Entering Unmasked Estep 
Score: -785415.312500 Penalty: 2206.591309
	Iteration 0F: 2 clusters Score -785415.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -779482.750000 Penalty: 4413.182617
	Iteration 0F: 3 clusters Score -779482.8 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -781476.875000 Penalty: 4413.182617
	Iteration 1F: 3 clusters Score -781476.9 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -782263.500000 Penalty: 4413.182617
	Iteration 2F: 3 clusters Score -782263.5 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -783033.875000 Penalty: 4413.182617
	Iteration 3F: 3 clusters Score -783033.9 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -783608.250000 Penalty: 4413.182617
	Iteration 4F: 3 clusters Score -783608.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -783926.750000 Penalty: 4413.182617
	Iteration 5F: 3 clusters Score -783926.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -784108.937500 Penalty: 4413.182617
	Iteration 6Q: 3 clusters Score -784108.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -784210.312500 Penalty: 4413.182617
	Iteration 7Q: 3 clusters Score -784210.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -784271.437500 Penalty: 4413.182617
	Iteration 8Q: 3 clusters Score -784271.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -784300.750000 Penalty: 4413.182617
	Iteration 9Q: 3 clusters Score -784300.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -784323.375000 Penalty: 4413.182617
	Iteration 10Q: 3 clusters Score -784323.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -784333.312500 Penalty: 4413.182617
	Iteration 11Q: 3 clusters Score -784333.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -784340.687500 Penalty: 4413.182617
	Iteration 12Q: 3 clusters Score -784340.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -784344.312500 Penalty: 4413.182617
	Iteration 13Q: 3 clusters Score -784344.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -784346.937500 Penalty: 4413.182617
	Iteration 14Q: 3 clusters Score -784346.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -784351.687500 Penalty: 4413.182617
	Iteration 15Q: 3 clusters Score -784351.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -784354.125000 Penalty: 4413.182617
	Iteration 16Q: 3 clusters Score -784354.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -784353.750000 Penalty: 4413.182617
	Iteration 17Q: 3 clusters Score -784353.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -784356.375000 Penalty: 4413.182617
	Iteration 18Q: 3 clusters Score -784356.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -784356.500000 Penalty: 4413.182617
	Iteration 19Q: 3 clusters Score -784356.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -784358.187500 Penalty: 4413.182617
	Iteration 20F: 3 clusters Score -784358.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -784359.750000 Penalty: 4413.182617
	Iteration 21Q: 3 clusters Score -784359.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -784361.875000 Penalty: 4413.182617
	Iteration 22Q: 3 clusters Score -784361.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -784363.000000 Penalty: 4413.182617
	Iteration 23Q: 3 clusters Score -784363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -784362.500000 Penalty: 4413.182617
	Iteration 24Q: 3 clusters Score -784362.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -784362.937500 Penalty: 4413.182617
	Iteration 25Q: 3 clusters Score -784362.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -784368.812500 Penalty: 4413.182617
	Iteration 26Q: 3 clusters Score -784368.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -784371.375000 Penalty: 4413.182617
	Iteration 27Q: 3 clusters Score -784371.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -784371.250000 Penalty: 4413.182617
	Iteration 28Q: 3 clusters Score -784371.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -784373.312500 Penalty: 4413.182617
	Iteration 29Q: 3 clusters Score -784373.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -784374.312500 Penalty: 4413.182617
	Iteration 30Q: 3 clusters Score -784374.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -784374.562500 Penalty: 4413.182617
	Iteration 31Q: 3 clusters Score -784374.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -784375.437500 Penalty: 4413.182617
	Iteration 32Q: 3 clusters Score -784375.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -784378.875000 Penalty: 4413.182617
	Iteration 33Q: 3 clusters Score -784378.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -784383.125000 Penalty: 4413.182617
	Iteration 34Q: 3 clusters Score -784383.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -784388.187500 Penalty: 4413.182617
	Iteration 35Q: 3 clusters Score -784388.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -784392.500000 Penalty: 4413.182617
	Iteration 36Q: 3 clusters Score -784392.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -784398.375000 Penalty: 4413.182617
	Iteration 37Q: 3 clusters Score -784398.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -784399.375000 Penalty: 4413.182617
	Iteration 38Q: 3 clusters Score -784399.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -784402.062500 Penalty: 4413.182617
	Iteration 39Q: 3 clusters Score -784402.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -784405.312500 Penalty: 4413.182617
	Iteration 40F: 3 clusters Score -784405.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -784409.500000 Penalty: 4413.182617
	Iteration 41Q: 3 clusters Score -784409.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -784413.687500 Penalty: 4413.182617
	Iteration 42Q: 3 clusters Score -784413.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -784414.625000 Penalty: 4413.182617
	Iteration 43Q: 3 clusters Score -784414.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -784416.500000 Penalty: 4413.182617
	Iteration 44Q: 3 clusters Score -784416.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -784419.000000 Penalty: 4413.182617
	Iteration 45Q: 3 clusters Score -784419 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -784422.937500 Penalty: 4413.182617
	Iteration 46Q: 3 clusters Score -784422.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -784428.625000 Penalty: 4413.182617
	Iteration 47Q: 3 clusters Score -784428.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -784431.187500 Penalty: 4413.182617
	Iteration 48Q: 3 clusters Score -784431.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -784435.250000 Penalty: 4413.182617
	Iteration 49Q: 3 clusters Score -784435.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -784441.000000 Penalty: 4413.182617
	Iteration 50Q: 3 clusters Score -784441 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -784446.562500 Penalty: 4413.182617
	Iteration 51Q: 3 clusters Score -784446.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -784456.437500 Penalty: 4413.182617
	Iteration 52Q: 3 clusters Score -784456.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -784466.187500 Penalty: 4413.182617
	Iteration 53Q: 3 clusters Score -784466.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -784479.437500 Penalty: 4413.182617
	Iteration 54Q: 3 clusters Score -784479.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -784501.937500 Penalty: 4413.182617
	Iteration 55Q: 3 clusters Score -784501.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -784533.812500 Penalty: 4413.182617
	Iteration 56Q: 3 clusters Score -784533.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -784581.437500 Penalty: 4413.182617
	Iteration 57Q: 3 clusters Score -784581.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -784626.625000 Penalty: 4413.182617
	Iteration 58Q: 3 clusters Score -784626.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -784663.500000 Penalty: 4413.182617
	Iteration 59Q: 3 clusters Score -784663.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -784687.562500 Penalty: 4413.182617
	Iteration 60F: 3 clusters Score -784687.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -784703.312500 Penalty: 4413.182617
	Iteration 61Q: 3 clusters Score -784703.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -784714.750000 Penalty: 4413.182617
	Iteration 62Q: 3 clusters Score -784714.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -784723.625000 Penalty: 4413.182617
	Iteration 63Q: 3 clusters Score -784723.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -784729.125000 Penalty: 4413.182617
	Iteration 64Q: 3 clusters Score -784729.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -784731.562500 Penalty: 4413.182617
	Iteration 65Q: 3 clusters Score -784731.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -784730.562500 Penalty: 4413.182617
	Iteration 66Q: 3 clusters Score -784730.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -784737.125000 Penalty: 4413.182617
	Iteration 67Q: 3 clusters Score -784737.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -784745.625000 Penalty: 4413.182617
	Iteration 68Q: 3 clusters Score -784745.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -784754.750000 Penalty: 4413.182617
	Iteration 69Q: 3 clusters Score -784754.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -784781.625000 Penalty: 4413.182617
	Iteration 70Q: 3 clusters Score -784781.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -784811.750000 Penalty: 4413.182617
	Iteration 71Q: 3 clusters Score -784811.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -784840.125000 Penalty: 4413.182617
	Iteration 72Q: 3 clusters Score -784840.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -784864.500000 Penalty: 4413.182617
	Iteration 73Q: 3 clusters Score -784864.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -784885.187500 Penalty: 4413.182617
	Iteration 74Q: 3 clusters Score -784885.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -784894.375000 Penalty: 4413.182617
	Iteration 75Q: 3 clusters Score -784894.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -784907.500000 Penalty: 4413.182617
	Iteration 76Q: 3 clusters Score -784907.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -784921.250000 Penalty: 4413.182617
	Iteration 77Q: 3 clusters Score -784921.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -784924.687500 Penalty: 4413.182617
	Iteration 78Q: 3 clusters Score -784924.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -784930.500000 Penalty: 4413.182617
	Iteration 79Q: 3 clusters Score -784930.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -784937.625000 Penalty: 4413.182617
	Iteration 80F: 3 clusters Score -784937.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -784941.375000 Penalty: 4413.182617
	Iteration 81Q: 3 clusters Score -784941.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -784943.500000 Penalty: 4413.182617
	Iteration 82Q: 3 clusters Score -784943.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -784946.625000 Penalty: 4413.182617
	Iteration 83Q: 3 clusters Score -784946.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -784951.125000 Penalty: 4413.182617
	Iteration 84Q: 3 clusters Score -784951.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -784951.375000 Penalty: 4413.182617
	Iteration 85Q: 3 clusters Score -784951.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -784953.750000 Penalty: 4413.182617
	Iteration 86Q: 3 clusters Score -784953.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -784956.562500 Penalty: 4413.182617
	Iteration 87Q: 3 clusters Score -784956.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -784957.500000 Penalty: 4413.182617
	Iteration 88Q: 3 clusters Score -784957.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -784957.562500 Penalty: 4413.182617
	Iteration 89Q: 3 clusters Score -784957.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -784958.125000 Penalty: 4413.182617
	Iteration 90Q: 3 clusters Score -784958.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -784958.562500 Penalty: 4413.182617
	Iteration 91Q: 3 clusters Score -784958.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -784959.625000 Penalty: 4413.182617
	Iteration 92Q: 3 clusters Score -784959.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -784959.625000 Penalty: 4413.182617
	Iteration 93F: 3 clusters Score -784959.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (179175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179175 members 
Entering Unmasked Estep 
Score: -21858840.000000 Penalty: 2999.837158
	Iteration 0F: 2 clusters Score -2.185884e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89446 members 
Mstep: Class 2 contains 89729 members 
Entering Unmasked Estep 
Score: -21739736.000000 Penalty: 5999.674316
	Iteration 0F: 3 clusters Score -2.173974e+07 nChanged 85970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84426 members 
Mstep: Class 2 contains 94749 members 
Entering Unmasked Estep 
Score: -21790584.000000 Penalty: 5999.674316
	Iteration 1F: 3 clusters Score -2.179058e+07 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80507 members 
Mstep: Class 2 contains 98668 members 
Entering Unmasked Estep 
Score: -21792544.000000 Penalty: 5999.674316
	Iteration 2Q: 3 clusters Score -2.179254e+07 nChanged 8262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74569 members 
Mstep: Class 2 contains 104606 members 
Entering Unmasked Estep 
Score: -21795708.000000 Penalty: 5999.674316
	Iteration 3Q: 3 clusters Score -2.179571e+07 nChanged 10632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65965 members 
Mstep: Class 2 contains 113210 members 
Entering Unmasked Estep 
Score: -21801538.000000 Penalty: 5999.674316
	Iteration 4F: 3 clusters Score -2.180154e+07 nChanged 12862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54819 members 
Mstep: Class 2 contains 124356 members 
Entering Unmasked Estep 
Score: -21810168.000000 Penalty: 5999.674316
	Iteration 5F: 3 clusters Score -2.181017e+07 nChanged 14097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42058 members 
Mstep: Class 2 contains 137117 members 
Entering Unmasked Estep 
Score: -21820918.000000 Penalty: 5999.674316
	Iteration 6F: 3 clusters Score -2.182092e+07 nChanged 13534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 149899 members 
Entering Unmasked Estep 
Score: -21832024.000000 Penalty: 5999.674316
	Iteration 7F: 3 clusters Score -2.183202e+07 nChanged 11147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 160750 members 
Entering Unmasked Estep 
Score: -21841592.000000 Penalty: 5999.674316
	Iteration 8F: 3 clusters Score -2.184159e+07 nChanged 8002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 168700 members 
Entering Unmasked Estep 
Score: -21848340.000000 Penalty: 5999.674316
	Iteration 9Q: 3 clusters Score -2.184834e+07 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 173821 members 
Entering Unmasked Estep 
Score: -21852350.000000 Penalty: 5999.674316
	Iteration 10Q: 3 clusters Score -2.185235e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 176606 members 
Entering Unmasked Estep 
Score: -21854502.000000 Penalty: 5999.674316
	Iteration 11Q: 3 clusters Score -2.18545e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 177810 members 
Entering Unmasked Estep 
Score: -21855434.000000 Penalty: 5999.674316
	Iteration 12Q: 3 clusters Score -2.185543e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 178291 members 
Entering Unmasked Estep 
Score: -21855902.000000 Penalty: 5999.674316
	Iteration 13Q: 3 clusters Score -2.18559e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 178507 members 
Entering Unmasked Estep 
Score: -21856060.000000 Penalty: 5999.674316
	Iteration 14Q: 3 clusters Score -2.185606e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 178601 members 
Entering Unmasked Estep 
Score: -21856124.000000 Penalty: 5999.674316
	Iteration 15Q: 3 clusters Score -2.185612e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 178646 members 
Entering Unmasked Estep 
Score: -21856166.000000 Penalty: 5999.674316
	Iteration 16Q: 3 clusters Score -2.185617e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 178676 members 
Entering Unmasked Estep 
Score: -21856186.000000 Penalty: 5999.674316
	Iteration 17Q: 3 clusters Score -2.185619e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 178690 members 
Entering Unmasked Estep 
Score: -21856228.000000 Penalty: 5999.674316
	Iteration 18Q: 3 clusters Score -2.185623e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 178709 members 
Entering Unmasked Estep 
Score: -21856252.000000 Penalty: 5999.674316
	Iteration 19Q: 3 clusters Score -2.185625e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 178724 members 
Entering Unmasked Estep 
Score: -21856252.000000 Penalty: 5999.674316
	Iteration 20F: 3 clusters Score -2.185625e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 178733 members 
Entering Unmasked Estep 
Score: -21856278.000000 Penalty: 5999.674316
	Iteration 21Q: 3 clusters Score -2.185628e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 178742 members 
Entering Unmasked Estep 
Score: -21856294.000000 Penalty: 5999.674316
	Iteration 22Q: 3 clusters Score -2.185629e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 178747 members 
Entering Unmasked Estep 
Score: -21856284.000000 Penalty: 5999.674316
	Iteration 23Q: 3 clusters Score -2.185628e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 178749 members 
Entering Unmasked Estep 
Score: -21856290.000000 Penalty: 5999.674316
	Iteration 24Q: 3 clusters Score -2.185629e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 178751 members 
Entering Unmasked Estep 
Score: -21856294.000000 Penalty: 5999.674316
	Iteration 25Q: 3 clusters Score -2.185629e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 178749 members 
Entering Unmasked Estep 
Score: -21856300.000000 Penalty: 5999.674316
	Iteration 26Q: 3 clusters Score -2.18563e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 178749 members 
Entering Unmasked Estep 
Score: -21856314.000000 Penalty: 5999.674316
	Iteration 27Q: 3 clusters Score -2.185631e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 178750 members 
Entering Unmasked Estep 
Score: -21856312.000000 Penalty: 5999.674316
	Iteration 28Q: 3 clusters Score -2.185631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 178752 members 
Entering Unmasked Estep 
Score: -21856302.000000 Penalty: 5999.674316
	Iteration 29Q: 3 clusters Score -2.18563e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 178751 members 
Entering Unmasked Estep 
Score: -21856296.000000 Penalty: 5999.674316
	Iteration 30Q: 3 clusters Score -2.18563e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 178749 members 
Entering Unmasked Estep 
Score: -21856302.000000 Penalty: 5999.674316
	Iteration 31Q: 3 clusters Score -2.18563e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 178749 members 
Entering Unmasked Estep 
Score: -21856302.000000 Penalty: 5999.674316
	Iteration 32F: 3 clusters Score -2.18563e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Entering Unmasked Estep 
Score: -1342314.250000 Penalty: 2309.015869
	Iteration 0F: 2 clusters Score -1342314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1333979.500000 Penalty: 4618.031738
	Iteration 0F: 3 clusters Score -1333980 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1336416.500000 Penalty: 4618.031738
	Iteration 1F: 3 clusters Score -1336416 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1336697.375000 Penalty: 4618.031738
	Iteration 2F: 3 clusters Score -1336697 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1336892.250000 Penalty: 4618.031738
	Iteration 3Q: 3 clusters Score -1336892 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1337055.500000 Penalty: 4618.031738
	Iteration 4Q: 3 clusters Score -1337056 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1337200.125000 Penalty: 4618.031738
	Iteration 5Q: 3 clusters Score -1337200 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1337331.875000 Penalty: 4618.031738
	Iteration 6Q: 3 clusters Score -1337332 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1337441.125000 Penalty: 4618.031738
	Iteration 7Q: 3 clusters Score -1337441 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1337536.625000 Penalty: 4618.031738
	Iteration 8Q: 3 clusters Score -1337537 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1337660.500000 Penalty: 4618.031738
	Iteration 9Q: 3 clusters Score -1337660 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1337794.875000 Penalty: 4618.031738
	Iteration 10Q: 3 clusters Score -1337795 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1337942.000000 Penalty: 4618.031738
	Iteration 11Q: 3 clusters Score -1337942 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1338104.125000 Penalty: 4618.031738
	Iteration 12Q: 3 clusters Score -1338104 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1338309.750000 Penalty: 4618.031738
	Iteration 13Q: 3 clusters Score -1338310 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1338594.375000 Penalty: 4618.031738
	Iteration 14Q: 3 clusters Score -1338594 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1338917.000000 Penalty: 4618.031738
	Iteration 15Q: 3 clusters Score -1338917 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1339244.750000 Penalty: 4618.031738
	Iteration 16Q: 3 clusters Score -1339245 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1339558.875000 Penalty: 4618.031738
	Iteration 17Q: 3 clusters Score -1339559 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1339817.750000 Penalty: 4618.031738
	Iteration 18Q: 3 clusters Score -1339818 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1340021.000000 Penalty: 4618.031738
	Iteration 19Q: 3 clusters Score -1340021 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1340152.875000 Penalty: 4618.031738
	Iteration 20F: 3 clusters Score -1340153 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1340244.875000 Penalty: 4618.031738
	Iteration 21Q: 3 clusters Score -1340245 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1340292.875000 Penalty: 4618.031738
	Iteration 22Q: 3 clusters Score -1340293 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1340332.250000 Penalty: 4618.031738
	Iteration 23Q: 3 clusters Score -1340332 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1340363.125000 Penalty: 4618.031738
	Iteration 24Q: 3 clusters Score -1340363 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1340387.875000 Penalty: 4618.031738
	Iteration 25Q: 3 clusters Score -1340388 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1340401.000000 Penalty: 4618.031738
	Iteration 26Q: 3 clusters Score -1340401 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1340413.375000 Penalty: 4618.031738
	Iteration 27Q: 3 clusters Score -1340413 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1340421.625000 Penalty: 4618.031738
	Iteration 28Q: 3 clusters Score -1340422 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1340434.750000 Penalty: 4618.031738
	Iteration 29Q: 3 clusters Score -1340435 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1340438.375000 Penalty: 4618.031738
	Iteration 30Q: 3 clusters Score -1340438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1340443.250000 Penalty: 4618.031738
	Iteration 31Q: 3 clusters Score -1340443 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1340453.375000 Penalty: 4618.031738
	Iteration 32Q: 3 clusters Score -1340453 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1340468.250000 Penalty: 4618.031738
	Iteration 33Q: 3 clusters Score -1340468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1340472.875000 Penalty: 4618.031738
	Iteration 34Q: 3 clusters Score -1340473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1340476.625000 Penalty: 4618.031738
	Iteration 35Q: 3 clusters Score -1340477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1340479.625000 Penalty: 4618.031738
	Iteration 36Q: 3 clusters Score -1340480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1340477.375000 Penalty: 4618.031738
	Iteration 37Q: 3 clusters Score -1340477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1340481.000000 Penalty: 4618.031738
	Iteration 38Q: 3 clusters Score -1340481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1340484.000000 Penalty: 4618.031738
	Iteration 39Q: 3 clusters Score -1340484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1340490.625000 Penalty: 4618.031738
	Iteration 40F: 3 clusters Score -1340491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1340489.750000 Penalty: 4618.031738
	Iteration 41Q: 3 clusters Score -1340490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1340490.000000 Penalty: 4618.031738
	Iteration 42Q: 3 clusters Score -1340490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1340490.500000 Penalty: 4618.031738
	Iteration 43Q: 3 clusters Score -1340490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1340490.500000 Penalty: 4618.031738
	Iteration 44F: 3 clusters Score -1340490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Entering Unmasked Estep 
Score: -64211.621094 Penalty: 1627.836182
	Iteration 0F: 2 clusters Score -64211.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -62522.371094 Penalty: 3255.672363
	Iteration 0F: 3 clusters Score -62522.37 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -63103.085938 Penalty: 3255.672363
	Iteration 1F: 3 clusters Score -63103.09 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -63604.613281 Penalty: 3255.672363
	Iteration 2F: 3 clusters Score -63604.61 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -64084.007812 Penalty: 3255.672363
	Iteration 3F: 3 clusters Score -64084.01 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -64320.449219 Penalty: 3255.672363
	Iteration 4F: 3 clusters Score -64320.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -64405.535156 Penalty: 3255.672363
	Iteration 5Q: 3 clusters Score -64405.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -64452.507812 Penalty: 3255.672363
	Iteration 6Q: 3 clusters Score -64452.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -64501.062500 Penalty: 3255.672363
	Iteration 7Q: 3 clusters Score -64501.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -64533.320312 Penalty: 3255.672363
	Iteration 8Q: 3 clusters Score -64533.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -64555.636719 Penalty: 3255.672363
	Iteration 9Q: 3 clusters Score -64555.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -64573.503906 Penalty: 3255.672363
	Iteration 10Q: 3 clusters Score -64573.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -64578.660156 Penalty: 3255.672363
	Iteration 11Q: 3 clusters Score -64578.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -64585.628906 Penalty: 3255.672363
	Iteration 12Q: 3 clusters Score -64585.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -64590.394531 Penalty: 3255.672363
	Iteration 13Q: 3 clusters Score -64590.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -64590.730469 Penalty: 3255.672363
	Iteration 14Q: 3 clusters Score -64590.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -64590.730469 Penalty: 3255.672363
	Iteration 15F: 3 clusters Score -64590.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58666 members 
Mstep: Class 2 contains 156184 members 
Mstep: Class 3 contains 7314 members 
Mstep: Class 4 contains 179175 members 
Mstep: Class 5 contains 11054 members 
Mstep: Class 6 contains 393 members 
Mstep: Class 7 contains 31554 members 
Mstep: Class 8 contains 21382 members 
Mstep: Class 9 contains 187389 members 
Mstep: Class 10 contains 6572 members 
Mstep: Class 11 contains 38560 members 
Mstep: Class 12 contains 8722 members 
Mstep: Class 13 contains 10578 members 
Mstep: Class 14 contains 8004 members 
Mstep: Class 15 contains 8389 members 
Mstep: Class 16 contains 9711 members 
Mstep: Class 17 contains 70122 members 
Mstep: Class 18 contains 5431 members 
Mstep: Class 19 contains 12369 members 
Mstep: Class 20 contains 2960 members 
Mstep: Class 21 contains 288772 members 
Mstep: Class 22 contains 40862 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 282268 members 
Mstep: Class 25 contains 16099 members 
Mstep: Class 26 contains 21596 members 
Mstep: Class 27 contains 16696 members 
Mstep: Class 28 contains 11417 members 
Mstep: Class 29 contains 6067 members 
Mstep: Class 30 contains 39518 members 
Mstep: Class 31 contains 2332 members 
Mstep: Class 32 contains 10531 members 
Mstep: Class 33 contains 8147 members 
Mstep: Class 34 contains 216640 members 
Mstep: Class 35 contains 171059 members 
Mstep: Class 36 contains 10328 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 10857 members 
Mstep: Class 39 contains 316 members 
Entering Unmasked Estep 
Score: -235411264.000000 Penalty: 140280.062500
Splitting cluster 6 changes total score from -235412016.000000 to -235411264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (31554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31554 members 
Entering Unmasked Estep 
Score: -3805756.500000 Penalty: 2569.145020
	Iteration 0F: 2 clusters Score -3805756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -3784127.500000 Penalty: 5138.290039
	Iteration 0F: 3 clusters Score -3784128 nChanged 14254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -3792107.500000 Penalty: 5138.290039
	Iteration 1F: 3 clusters Score -3792108 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -3792769.750000 Penalty: 5138.290039
	Iteration 2Q: 3 clusters Score -3792770 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -3793490.000000 Penalty: 5138.290039
	Iteration 3Q: 3 clusters Score -3793490 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -3794393.250000 Penalty: 5138.290039
	Iteration 4Q: 3 clusters Score -3794393 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -3795569.000000 Penalty: 5138.290039
	Iteration 5F: 3 clusters Score -3795569 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -3796933.250000 Penalty: 5138.290039
	Iteration 6F: 3 clusters Score -3796933 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -3798772.750000 Penalty: 5138.290039
	Iteration 7F: 3 clusters Score -3798773 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -3800880.500000 Penalty: 5138.290039
	Iteration 8F: 3 clusters Score -3800880 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -3802775.750000 Penalty: 5138.290039
	Iteration 9F: 3 clusters Score -3802776 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -3803868.500000 Penalty: 5138.290039
	Iteration 10Q: 3 clusters Score -3803868 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -3804223.250000 Penalty: 5138.290039
	Iteration 11Q: 3 clusters Score -3804223 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -3804368.250000 Penalty: 5138.290039
	Iteration 12Q: 3 clusters Score -3804368 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -3804450.750000 Penalty: 5138.290039
	Iteration 13Q: 3 clusters Score -3804451 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -3804520.000000 Penalty: 5138.290039
	Iteration 14Q: 3 clusters Score -3804520 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -3804536.750000 Penalty: 5138.290039
	Iteration 15Q: 3 clusters Score -3804537 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -3804566.500000 Penalty: 5138.290039
	Iteration 16Q: 3 clusters Score -3804566 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -3804584.250000 Penalty: 5138.290039
	Iteration 17Q: 3 clusters Score -3804584 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -3804588.500000 Penalty: 5138.290039
	Iteration 18Q: 3 clusters Score -3804588 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -3804591.250000 Penalty: 5138.290039
	Iteration 19Q: 3 clusters Score -3804591 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -3804607.000000 Penalty: 5138.290039
	Iteration 20F: 3 clusters Score -3804607 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -3804613.750000 Penalty: 5138.290039
	Iteration 21Q: 3 clusters Score -3804614 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -3804607.500000 Penalty: 5138.290039
	Iteration 22Q: 3 clusters Score -3804608 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -3804604.250000 Penalty: 5138.290039
	Iteration 23Q: 3 clusters Score -3804604 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -3804603.750000 Penalty: 5138.290039
	Iteration 24Q: 3 clusters Score -3804604 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -3804618.750000 Penalty: 5138.290039
	Iteration 25Q: 3 clusters Score -3804619 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -3804616.750000 Penalty: 5138.290039
	Iteration 26Q: 3 clusters Score -3804617 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -3804618.500000 Penalty: 5138.290039
	Iteration 27Q: 3 clusters Score -3804618 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -3804630.250000 Penalty: 5138.290039
	Iteration 28Q: 3 clusters Score -3804630 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -3804629.750000 Penalty: 5138.290039
	Iteration 29Q: 3 clusters Score -3804630 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -3804629.250000 Penalty: 5138.290039
	Iteration 30Q: 3 clusters Score -3804629 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -3804618.000000 Penalty: 5138.290039
	Iteration 31Q: 3 clusters Score -3804618 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -3804640.500000 Penalty: 5138.290039
	Iteration 32Q: 3 clusters Score -3804640 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -3804650.250000 Penalty: 5138.290039
	Iteration 33Q: 3 clusters Score -3804650 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -3804647.500000 Penalty: 5138.290039
	Iteration 34Q: 3 clusters Score -3804648 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -3804654.250000 Penalty: 5138.290039
	Iteration 35Q: 3 clusters Score -3804654 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -3804663.500000 Penalty: 5138.290039
	Iteration 36Q: 3 clusters Score -3804664 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 24078 members 
Entering Unmasked Estep 
Score: -3804671.500000 Penalty: 5138.290039
	Iteration 37Q: 3 clusters Score -3804672 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -3804669.500000 Penalty: 5138.290039
	Iteration 38Q: 3 clusters Score -3804670 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -3804673.500000 Penalty: 5138.290039
	Iteration 39Q: 3 clusters Score -3804674 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -3804682.000000 Penalty: 5138.290039
	Iteration 40F: 3 clusters Score -3804682 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -3804680.500000 Penalty: 5138.290039
	Iteration 41Q: 3 clusters Score -3804680 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -3804680.250000 Penalty: 5138.290039
	Iteration 42Q: 3 clusters Score -3804680 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -3804680.750000 Penalty: 5138.290039
	Iteration 43Q: 3 clusters Score -3804681 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -3804690.750000 Penalty: 5138.290039
	Iteration 44Q: 3 clusters Score -3804691 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -3804691.250000 Penalty: 5138.290039
	Iteration 45Q: 3 clusters Score -3804691 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -3804707.750000 Penalty: 5138.290039
	Iteration 46Q: 3 clusters Score -3804708 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -3804704.250000 Penalty: 5138.290039
	Iteration 47Q: 3 clusters Score -3804704 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -3804706.750000 Penalty: 5138.290039
	Iteration 48Q: 3 clusters Score -3804707 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
Score: -3804700.250000 Penalty: 5138.290039
	Iteration 49Q: 3 clusters Score -3804700 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -3804709.750000 Penalty: 5138.290039
	Iteration 50Q: 3 clusters Score -3804710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -3804706.500000 Penalty: 5138.290039
	Iteration 51Q: 3 clusters Score -3804706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -3804702.500000 Penalty: 5138.290039
	Iteration 52Q: 3 clusters Score -3804702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -3804701.500000 Penalty: 5138.290039
	Iteration 53Q: 3 clusters Score -3804702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -3804700.750000 Penalty: 5138.290039
	Iteration 54Q: 3 clusters Score -3804701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -3804700.250000 Penalty: 5138.290039
	Iteration 55Q: 3 clusters Score -3804700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -3804697.000000 Penalty: 5138.290039
	Iteration 56Q: 3 clusters Score -3804697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -3804697.500000 Penalty: 5138.290039
	Iteration 57Q: 3 clusters Score -3804698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -3804694.750000 Penalty: 5138.290039
	Iteration 58Q: 3 clusters Score -3804695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -3804689.250000 Penalty: 5138.290039
	Iteration 59Q: 3 clusters Score -3804689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -3804690.000000 Penalty: 5138.290039
	Iteration 60F: 3 clusters Score -3804690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 24609 members 
Entering Unmasked Estep 
Score: -3804694.750000 Penalty: 5138.290039
	Iteration 61Q: 3 clusters Score -3804695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -3804696.000000 Penalty: 5138.290039
	Iteration 62Q: 3 clusters Score -3804696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -3804699.500000 Penalty: 5138.290039
	Iteration 63Q: 3 clusters Score -3804700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -3804696.500000 Penalty: 5138.290039
	Iteration 64Q: 3 clusters Score -3804696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -3804700.000000 Penalty: 5138.290039
	Iteration 65Q: 3 clusters Score -3804700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
Score: -3804696.250000 Penalty: 5138.290039
	Iteration 66Q: 3 clusters Score -3804696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -3804696.250000 Penalty: 5138.290039
	Iteration 67Q: 3 clusters Score -3804696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -3804696.250000 Penalty: 5138.290039
	Iteration 68F: 3 clusters Score -3804696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Entering Unmasked Estep 
Score: -2582286.750000 Penalty: 2472.635498
	Iteration 0F: 2 clusters Score -2582287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -2567331.750000 Penalty: 4945.270996
	Iteration 0F: 3 clusters Score -2567332 nChanged 9409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -2572549.500000 Penalty: 4945.270996
	Iteration 1F: 3 clusters Score -2572550 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -2573107.750000 Penalty: 4945.270996
	Iteration 2F: 3 clusters Score -2573108 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -2573744.500000 Penalty: 4945.270996
	Iteration 3F: 3 clusters Score -2573744 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -2574443.250000 Penalty: 4945.270996
	Iteration 4F: 3 clusters Score -2574443 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -2575225.000000 Penalty: 4945.270996
	Iteration 5F: 3 clusters Score -2575225 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -2575998.250000 Penalty: 4945.270996
	Iteration 6F: 3 clusters Score -2575998 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -2576874.000000 Penalty: 4945.270996
	Iteration 7F: 3 clusters Score -2576874 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -2577697.500000 Penalty: 4945.270996
	Iteration 8F: 3 clusters Score -2577698 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -2578416.750000 Penalty: 4945.270996
	Iteration 9Q: 3 clusters Score -2578417 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -2578962.000000 Penalty: 4945.270996
	Iteration 10Q: 3 clusters Score -2578962 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -2579361.250000 Penalty: 4945.270996
	Iteration 11Q: 3 clusters Score -2579361 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -2579600.750000 Penalty: 4945.270996
	Iteration 12Q: 3 clusters Score -2579601 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -2579754.000000 Penalty: 4945.270996
	Iteration 13Q: 3 clusters Score -2579754 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -2579870.500000 Penalty: 4945.270996
	Iteration 14Q: 3 clusters Score -2579870 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -2579966.000000 Penalty: 4945.270996
	Iteration 15Q: 3 clusters Score -2579966 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -2580064.000000 Penalty: 4945.270996
	Iteration 16Q: 3 clusters Score -2580064 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -2580135.750000 Penalty: 4945.270996
	Iteration 17Q: 3 clusters Score -2580136 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -2580182.250000 Penalty: 4945.270996
	Iteration 18Q: 3 clusters Score -2580182 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -2580211.250000 Penalty: 4945.270996
	Iteration 19Q: 3 clusters Score -2580211 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -2580268.000000 Penalty: 4945.270996
	Iteration 20F: 3 clusters Score -2580268 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -2580295.750000 Penalty: 4945.270996
	Iteration 21Q: 3 clusters Score -2580296 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -2580320.250000 Penalty: 4945.270996
	Iteration 22Q: 3 clusters Score -2580320 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -2580356.750000 Penalty: 4945.270996
	Iteration 23Q: 3 clusters Score -2580357 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -2580379.250000 Penalty: 4945.270996
	Iteration 24Q: 3 clusters Score -2580379 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -2580396.500000 Penalty: 4945.270996
	Iteration 25Q: 3 clusters Score -2580396 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -2580408.250000 Penalty: 4945.270996
	Iteration 26Q: 3 clusters Score -2580408 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -2580421.250000 Penalty: 4945.270996
	Iteration 27Q: 3 clusters Score -2580421 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -2580425.500000 Penalty: 4945.270996
	Iteration 28Q: 3 clusters Score -2580426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -2580431.250000 Penalty: 4945.270996
	Iteration 29Q: 3 clusters Score -2580431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -2580435.000000 Penalty: 4945.270996
	Iteration 30Q: 3 clusters Score -2580435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -2580436.250000 Penalty: 4945.270996
	Iteration 31Q: 3 clusters Score -2580436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -2580441.250000 Penalty: 4945.270996
	Iteration 32Q: 3 clusters Score -2580441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -2580441.750000 Penalty: 4945.270996
	Iteration 33Q: 3 clusters Score -2580442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -2580447.750000 Penalty: 4945.270996
	Iteration 34Q: 3 clusters Score -2580448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -2580449.500000 Penalty: 4945.270996
	Iteration 35Q: 3 clusters Score -2580450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -2580448.500000 Penalty: 4945.270996
	Iteration 36Q: 3 clusters Score -2580448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -2580450.500000 Penalty: 4945.270996
	Iteration 37Q: 3 clusters Score -2580450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -2580455.750000 Penalty: 4945.270996
	Iteration 38Q: 3 clusters Score -2580456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -2580455.750000 Penalty: 4945.270996
	Iteration 39Q: 3 clusters Score -2580456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -2580460.250000 Penalty: 4945.270996
	Iteration 40F: 3 clusters Score -2580460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -2580461.750000 Penalty: 4945.270996
	Iteration 41Q: 3 clusters Score -2580462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -2580462.000000 Penalty: 4945.270996
	Iteration 42Q: 3 clusters Score -2580462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -2580465.250000 Penalty: 4945.270996
	Iteration 43Q: 3 clusters Score -2580465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -2580466.250000 Penalty: 4945.270996
	Iteration 44Q: 3 clusters Score -2580466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -2580469.500000 Penalty: 4945.270996
	Iteration 45Q: 3 clusters Score -2580470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -2580465.250000 Penalty: 4945.270996
	Iteration 46Q: 3 clusters Score -2580465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -2580470.750000 Penalty: 4945.270996
	Iteration 47Q: 3 clusters Score -2580471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -2580473.500000 Penalty: 4945.270996
	Iteration 48Q: 3 clusters Score -2580474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -2580473.500000 Penalty: 4945.270996
	Iteration 49Q: 3 clusters Score -2580474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -2580473.500000 Penalty: 4945.270996
	Iteration 50Q: 3 clusters Score -2580474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -2580477.000000 Penalty: 4945.270996
	Iteration 51Q: 3 clusters Score -2580477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -2580482.250000 Penalty: 4945.270996
	Iteration 52Q: 3 clusters Score -2580482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -2580483.500000 Penalty: 4945.270996
	Iteration 53Q: 3 clusters Score -2580484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -2580482.500000 Penalty: 4945.270996
	Iteration 54Q: 3 clusters Score -2580482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -2580482.500000 Penalty: 4945.270996
	Iteration 55F: 3 clusters Score -2580482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (187389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187389 members 
Entering Unmasked Estep 
Score: -22322316.000000 Penalty: 3010.953613
	Iteration 0F: 2 clusters Score -2.232232e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94010 members 
Mstep: Class 2 contains 93379 members 
Entering Unmasked Estep 
Score: -22196888.000000 Penalty: 6021.907227
	Iteration 0F: 3 clusters Score -2.219689e+07 nChanged 90003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98705 members 
Mstep: Class 2 contains 88684 members 
Entering Unmasked Estep 
Score: -22249728.000000 Penalty: 6021.907227
	Iteration 1F: 3 clusters Score -2.224973e+07 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101378 members 
Mstep: Class 2 contains 86011 members 
Entering Unmasked Estep 
Score: -22250986.000000 Penalty: 6021.907227
	Iteration 2Q: 3 clusters Score -2.225099e+07 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105455 members 
Mstep: Class 2 contains 81934 members 
Entering Unmasked Estep 
Score: -22253236.000000 Penalty: 6021.907227
	Iteration 3Q: 3 clusters Score -2.225324e+07 nChanged 7393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111504 members 
Mstep: Class 2 contains 75885 members 
Entering Unmasked Estep 
Score: -22256244.000000 Penalty: 6021.907227
	Iteration 4Q: 3 clusters Score -2.225624e+07 nChanged 9617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120437 members 
Mstep: Class 2 contains 66952 members 
Entering Unmasked Estep 
Score: -22261508.000000 Penalty: 6021.907227
	Iteration 5F: 3 clusters Score -2.226151e+07 nChanged 12701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132904 members 
Mstep: Class 2 contains 54485 members 
Entering Unmasked Estep 
Score: -22270270.000000 Penalty: 6021.907227
	Iteration 6F: 3 clusters Score -2.227027e+07 nChanged 15670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148534 members 
Mstep: Class 2 contains 38855 members 
Entering Unmasked Estep 
Score: -22283052.000000 Penalty: 6021.907227
	Iteration 7F: 3 clusters Score -2.228305e+07 nChanged 16320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164850 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -22298406.000000 Penalty: 6021.907227
	Iteration 8F: 3 clusters Score -2.229841e+07 nChanged 12526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177374 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -22310518.000000 Penalty: 6021.907227
	Iteration 9F: 3 clusters Score -2.231052e+07 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183899 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -22316580.000000 Penalty: 6021.907227
	Iteration 10Q: 3 clusters Score -2.231658e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186212 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -22318618.000000 Penalty: 6021.907227
	Iteration 11Q: 3 clusters Score -2.231862e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186873 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -22319240.000000 Penalty: 6021.907227
	Iteration 12Q: 3 clusters Score -2.231924e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187041 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -22319446.000000 Penalty: 6021.907227
	Iteration 13Q: 3 clusters Score -2.231945e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187105 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -22319550.000000 Penalty: 6021.907227
	Iteration 14Q: 3 clusters Score -2.231955e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187122 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -22319612.000000 Penalty: 6021.907227
	Iteration 15Q: 3 clusters Score -2.231961e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187136 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -22319620.000000 Penalty: 6021.907227
	Iteration 16Q: 3 clusters Score -2.231962e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187143 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -22319654.000000 Penalty: 6021.907227
	Iteration 17Q: 3 clusters Score -2.231965e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187145 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -22319662.000000 Penalty: 6021.907227
	Iteration 18Q: 3 clusters Score -2.231966e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187149 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -22319668.000000 Penalty: 6021.907227
	Iteration 19Q: 3 clusters Score -2.231967e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187151 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -22319674.000000 Penalty: 6021.907227
	Iteration 20F: 3 clusters Score -2.231967e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187155 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -22319676.000000 Penalty: 6021.907227
	Iteration 21Q: 3 clusters Score -2.231968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187156 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -22319678.000000 Penalty: 6021.907227
	Iteration 22Q: 3 clusters Score -2.231968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187158 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -22319674.000000 Penalty: 6021.907227
	Iteration 23Q: 3 clusters Score -2.231967e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187159 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -22319668.000000 Penalty: 6021.907227
	Iteration 24Q: 3 clusters Score -2.231967e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187159 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -22319668.000000 Penalty: 6021.907227
	Iteration 25F: 3 clusters Score -2.231967e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Entering Unmasked Estep 
Score: -799526.812500 Penalty: 2180.062012
	Iteration 0F: 2 clusters Score -799526.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -794148.500000 Penalty: 4360.124023
	Iteration 0F: 3 clusters Score -794148.5 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -796063.250000 Penalty: 4360.124023
	Iteration 1F: 3 clusters Score -796063.2 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -796833.250000 Penalty: 4360.124023
	Iteration 2F: 3 clusters Score -796833.2 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -797465.750000 Penalty: 4360.124023
	Iteration 3F: 3 clusters Score -797465.8 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -797965.500000 Penalty: 4360.124023
	Iteration 4F: 3 clusters Score -797965.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -798356.875000 Penalty: 4360.124023
	Iteration 5F: 3 clusters Score -798356.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -798615.562500 Penalty: 4360.124023
	Iteration 6Q: 3 clusters Score -798615.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -798799.687500 Penalty: 4360.124023
	Iteration 7Q: 3 clusters Score -798799.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -798899.125000 Penalty: 4360.124023
	Iteration 8Q: 3 clusters Score -798899.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -798940.562500 Penalty: 4360.124023
	Iteration 9Q: 3 clusters Score -798940.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -798974.750000 Penalty: 4360.124023
	Iteration 10Q: 3 clusters Score -798974.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -799000.500000 Penalty: 4360.124023
	Iteration 11Q: 3 clusters Score -799000.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -799016.750000 Penalty: 4360.124023
	Iteration 12Q: 3 clusters Score -799016.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -799025.187500 Penalty: 4360.124023
	Iteration 13Q: 3 clusters Score -799025.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -799031.625000 Penalty: 4360.124023
	Iteration 14Q: 3 clusters Score -799031.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -799035.500000 Penalty: 4360.124023
	Iteration 15Q: 3 clusters Score -799035.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -799039.437500 Penalty: 4360.124023
	Iteration 16Q: 3 clusters Score -799039.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -799040.562500 Penalty: 4360.124023
	Iteration 17Q: 3 clusters Score -799040.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -799048.000000 Penalty: 4360.124023
	Iteration 18Q: 3 clusters Score -799048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -799049.687500 Penalty: 4360.124023
	Iteration 19Q: 3 clusters Score -799049.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -799051.687500 Penalty: 4360.124023
	Iteration 20F: 3 clusters Score -799051.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -799051.187500 Penalty: 4360.124023
	Iteration 21Q: 3 clusters Score -799051.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -799051.187500 Penalty: 4360.124023
	Iteration 22F: 3 clusters Score -799051.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (38560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38560 members 
Entering Unmasked Estep 
Score: -4571818.000000 Penalty: 2618.872803
	Iteration 0F: 2 clusters Score -4571818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -4545651.500000 Penalty: 5237.745605
	Iteration 0F: 3 clusters Score -4545652 nChanged 17476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -4555258.500000 Penalty: 5237.745605
	Iteration 1F: 3 clusters Score -4555258 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -4556081.000000 Penalty: 5237.745605
	Iteration 2F: 3 clusters Score -4556081 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -4557232.500000 Penalty: 5237.745605
	Iteration 3F: 3 clusters Score -4557232 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -4558850.000000 Penalty: 5237.745605
	Iteration 4F: 3 clusters Score -4558850 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -4560826.000000 Penalty: 5237.745605
	Iteration 5F: 3 clusters Score -4560826 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 27793 members 
Entering Unmasked Estep 
Score: -4562866.000000 Penalty: 5237.745605
	Iteration 6F: 3 clusters Score -4562866 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 29655 members 
Entering Unmasked Estep 
Score: -4564692.500000 Penalty: 5237.745605
	Iteration 7F: 3 clusters Score -4564692 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 31219 members 
Entering Unmasked Estep 
Score: -4566129.000000 Penalty: 5237.745605
	Iteration 8F: 3 clusters Score -4566129 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 32399 members 
Entering Unmasked Estep 
Score: -4567160.000000 Penalty: 5237.745605
	Iteration 9Q: 3 clusters Score -4567160 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -4567886.000000 Penalty: 5237.745605
	Iteration 10Q: 3 clusters Score -4567886 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 33974 members 
Entering Unmasked Estep 
Score: -4568335.500000 Penalty: 5237.745605
	Iteration 11Q: 3 clusters Score -4568336 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 34524 members 
Entering Unmasked Estep 
Score: -4568677.500000 Penalty: 5237.745605
	Iteration 12Q: 3 clusters Score -4568678 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 34974 members 
Entering Unmasked Estep 
Score: -4568912.000000 Penalty: 5237.745605
	Iteration 13Q: 3 clusters Score -4568912 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 35355 members 
Entering Unmasked Estep 
Score: -4569111.000000 Penalty: 5237.745605
	Iteration 14Q: 3 clusters Score -4569111 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 35691 members 
Entering Unmasked Estep 
Score: -4569298.000000 Penalty: 5237.745605
	Iteration 15Q: 3 clusters Score -4569298 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 35972 members 
Entering Unmasked Estep 
Score: -4569433.500000 Penalty: 5237.745605
	Iteration 16Q: 3 clusters Score -4569434 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 36174 members 
Entering Unmasked Estep 
Score: -4569525.500000 Penalty: 5237.745605
	Iteration 17Q: 3 clusters Score -4569526 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 36336 members 
Entering Unmasked Estep 
Score: -4569586.000000 Penalty: 5237.745605
	Iteration 18Q: 3 clusters Score -4569586 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 36476 members 
Entering Unmasked Estep 
Score: -4569644.500000 Penalty: 5237.745605
	Iteration 19Q: 3 clusters Score -4569644 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 36592 members 
Entering Unmasked Estep 
Score: -4569690.000000 Penalty: 5237.745605
	Iteration 20F: 3 clusters Score -4569690 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 36686 members 
Entering Unmasked Estep 
Score: -4569725.000000 Penalty: 5237.745605
	Iteration 21Q: 3 clusters Score -4569725 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 36765 members 
Entering Unmasked Estep 
Score: -4569735.000000 Penalty: 5237.745605
	Iteration 22Q: 3 clusters Score -4569735 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 36834 members 
Entering Unmasked Estep 
Score: -4569776.500000 Penalty: 5237.745605
	Iteration 23Q: 3 clusters Score -4569776 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 36884 members 
Entering Unmasked Estep 
Score: -4569801.000000 Penalty: 5237.745605
	Iteration 24Q: 3 clusters Score -4569801 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 36915 members 
Entering Unmasked Estep 
Score: -4569798.000000 Penalty: 5237.745605
	Iteration 25Q: 3 clusters Score -4569798 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 36936 members 
Entering Unmasked Estep 
Score: -4569807.500000 Penalty: 5237.745605
	Iteration 26Q: 3 clusters Score -4569808 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 36954 members 
Entering Unmasked Estep 
Score: -4569808.000000 Penalty: 5237.745605
	Iteration 27Q: 3 clusters Score -4569808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 36967 members 
Entering Unmasked Estep 
Score: -4569824.000000 Penalty: 5237.745605
	Iteration 28Q: 3 clusters Score -4569824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 36982 members 
Entering Unmasked Estep 
Score: -4569832.000000 Penalty: 5237.745605
	Iteration 29Q: 3 clusters Score -4569832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 36995 members 
Entering Unmasked Estep 
Score: -4569837.500000 Penalty: 5237.745605
	Iteration 30Q: 3 clusters Score -4569838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 37003 members 
Entering Unmasked Estep 
Score: -4569839.500000 Penalty: 5237.745605
	Iteration 31Q: 3 clusters Score -4569840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 37008 members 
Entering Unmasked Estep 
Score: -4569839.000000 Penalty: 5237.745605
	Iteration 32Q: 3 clusters Score -4569839 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 37023 members 
Entering Unmasked Estep 
Score: -4569838.500000 Penalty: 5237.745605
	Iteration 33Q: 3 clusters Score -4569838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 37035 members 
Entering Unmasked Estep 
Score: -4569845.500000 Penalty: 5237.745605
	Iteration 34Q: 3 clusters Score -4569846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 37044 members 
Entering Unmasked Estep 
Score: -4569851.000000 Penalty: 5237.745605
	Iteration 35Q: 3 clusters Score -4569851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 37051 members 
Entering Unmasked Estep 
Score: -4569851.000000 Penalty: 5237.745605
	Iteration 36Q: 3 clusters Score -4569851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 37054 members 
Entering Unmasked Estep 
Score: -4569847.500000 Penalty: 5237.745605
	Iteration 37Q: 3 clusters Score -4569848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 37058 members 
Entering Unmasked Estep 
Score: -4569849.000000 Penalty: 5237.745605
	Iteration 38Q: 3 clusters Score -4569849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 37063 members 
Entering Unmasked Estep 
Score: -4569858.500000 Penalty: 5237.745605
	Iteration 39Q: 3 clusters Score -4569858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 37066 members 
Entering Unmasked Estep 
Score: -4569859.500000 Penalty: 5237.745605
	Iteration 40F: 3 clusters Score -4569860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 37067 members 
Entering Unmasked Estep 
Score: -4569862.000000 Penalty: 5237.745605
	Iteration 41Q: 3 clusters Score -4569862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 37068 members 
Entering Unmasked Estep 
Score: -4569860.500000 Penalty: 5237.745605
	Iteration 42Q: 3 clusters Score -4569860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 37070 members 
Entering Unmasked Estep 
Score: -4569860.500000 Penalty: 5237.745605
	Iteration 43Q: 3 clusters Score -4569860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 37071 members 
Entering Unmasked Estep 
Score: -4569861.000000 Penalty: 5237.745605
	Iteration 44Q: 3 clusters Score -4569861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 37071 members 
Entering Unmasked Estep 
Score: -4569861.000000 Penalty: 5237.745605
	Iteration 45F: 3 clusters Score -4569861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Entering Unmasked Estep 
Score: -998078.625000 Penalty: 2250.253662
	Iteration 0F: 2 clusters Score -998078.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -991196.437500 Penalty: 4500.507324
	Iteration 0F: 3 clusters Score -991196.4 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -993270.625000 Penalty: 4500.507324
	Iteration 1F: 3 clusters Score -993270.6 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -993805.375000 Penalty: 4500.507324
	Iteration 2F: 3 clusters Score -993805.4 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -994360.375000 Penalty: 4500.507324
	Iteration 3F: 3 clusters Score -994360.4 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -994958.375000 Penalty: 4500.507324
	Iteration 4F: 3 clusters Score -994958.4 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -995476.875000 Penalty: 4500.507324
	Iteration 5F: 3 clusters Score -995476.9 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -995887.125000 Penalty: 4500.507324
	Iteration 6F: 3 clusters Score -995887.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -996193.125000 Penalty: 4500.507324
	Iteration 7Q: 3 clusters Score -996193.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -996452.187500 Penalty: 4500.507324
	Iteration 8Q: 3 clusters Score -996452.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -996621.187500 Penalty: 4500.507324
	Iteration 9Q: 3 clusters Score -996621.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -996715.812500 Penalty: 4500.507324
	Iteration 10Q: 3 clusters Score -996715.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -996765.812500 Penalty: 4500.507324
	Iteration 11Q: 3 clusters Score -996765.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -996809.687500 Penalty: 4500.507324
	Iteration 12Q: 3 clusters Score -996809.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -996842.500000 Penalty: 4500.507324
	Iteration 13Q: 3 clusters Score -996842.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -996866.687500 Penalty: 4500.507324
	Iteration 14Q: 3 clusters Score -996866.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -996889.062500 Penalty: 4500.507324
	Iteration 15Q: 3 clusters Score -996889.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -996905.312500 Penalty: 4500.507324
	Iteration 16Q: 3 clusters Score -996905.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -996920.000000 Penalty: 4500.507324
	Iteration 17Q: 3 clusters Score -996920 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -996932.937500 Penalty: 4500.507324
	Iteration 18Q: 3 clusters Score -996932.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -996941.125000 Penalty: 4500.507324
	Iteration 19Q: 3 clusters Score -996941.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -996947.187500 Penalty: 4500.507324
	Iteration 20F: 3 clusters Score -996947.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -996957.125000 Penalty: 4500.507324
	Iteration 21Q: 3 clusters Score -996957.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -996970.250000 Penalty: 4500.507324
	Iteration 22Q: 3 clusters Score -996970.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -996979.875000 Penalty: 4500.507324
	Iteration 23Q: 3 clusters Score -996979.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -996986.875000 Penalty: 4500.507324
	Iteration 24Q: 3 clusters Score -996986.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -997000.750000 Penalty: 4500.507324
	Iteration 25Q: 3 clusters Score -997000.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -997022.500000 Penalty: 4500.507324
	Iteration 26Q: 3 clusters Score -997022.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -997042.625000 Penalty: 4500.507324
	Iteration 27Q: 3 clusters Score -997042.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -997060.437500 Penalty: 4500.507324
	Iteration 28Q: 3 clusters Score -997060.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -997079.687500 Penalty: 4500.507324
	Iteration 29Q: 3 clusters Score -997079.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -997096.187500 Penalty: 4500.507324
	Iteration 30Q: 3 clusters Score -997096.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -997120.125000 Penalty: 4500.507324
	Iteration 31Q: 3 clusters Score -997120.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -997147.812500 Penalty: 4500.507324
	Iteration 32Q: 3 clusters Score -997147.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -997189.937500 Penalty: 4500.507324
	Iteration 33Q: 3 clusters Score -997189.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -997242.875000 Penalty: 4500.507324
	Iteration 34Q: 3 clusters Score -997242.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -997306.875000 Penalty: 4500.507324
	Iteration 35Q: 3 clusters Score -997306.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -997402.812500 Penalty: 4500.507324
	Iteration 36Q: 3 clusters Score -997402.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -997519.125000 Penalty: 4500.507324
	Iteration 37Q: 3 clusters Score -997519.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -997663.750000 Penalty: 4500.507324
	Iteration 38Q: 3 clusters Score -997663.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -997797.375000 Penalty: 4500.507324
	Iteration 39Q: 3 clusters Score -997797.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -997924.312500 Penalty: 4500.507324
	Iteration 40F: 3 clusters Score -997924.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -998054.625000 Penalty: 4500.507324
	Iteration 41Q: 3 clusters Score -998054.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -998187.687500 Penalty: 4500.507324
	Iteration 42Q: 3 clusters Score -998187.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -998279.437500 Penalty: 4500.507324
	Iteration 43Q: 3 clusters Score -998279.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -998343.500000 Penalty: 4500.507324
	Iteration 44Q: 3 clusters Score -998343.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -998377.062500 Penalty: 4500.507324
	Iteration 45Q: 3 clusters Score -998377.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -998411.437500 Penalty: 4500.507324
	Iteration 46Q: 3 clusters Score -998411.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -998434.250000 Penalty: 4500.507324
	Iteration 47Q: 3 clusters Score -998434.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -998457.062500 Penalty: 4500.507324
	Iteration 48Q: 3 clusters Score -998457.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -998467.125000 Penalty: 4500.507324
	Iteration 49Q: 3 clusters Score -998467.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -998479.812500 Penalty: 4500.507324
	Iteration 50Q: 3 clusters Score -998479.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -998487.000000 Penalty: 4500.507324
	Iteration 51Q: 3 clusters Score -998487 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -998494.437500 Penalty: 4500.507324
	Iteration 52Q: 3 clusters Score -998494.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -998500.750000 Penalty: 4500.507324
	Iteration 53Q: 3 clusters Score -998500.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -998505.625000 Penalty: 4500.507324
	Iteration 54Q: 3 clusters Score -998505.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -998509.750000 Penalty: 4500.507324
	Iteration 55Q: 3 clusters Score -998509.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -998513.500000 Penalty: 4500.507324
	Iteration 56Q: 3 clusters Score -998513.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -998515.437500 Penalty: 4500.507324
	Iteration 57Q: 3 clusters Score -998515.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -998516.375000 Penalty: 4500.507324
	Iteration 58Q: 3 clusters Score -998516.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -998517.812500 Penalty: 4500.507324
	Iteration 59Q: 3 clusters Score -998517.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -998518.687500 Penalty: 4500.507324
	Iteration 60F: 3 clusters Score -998518.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -998520.625000 Penalty: 4500.507324
	Iteration 61Q: 3 clusters Score -998520.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -998521.312500 Penalty: 4500.507324
	Iteration 62Q: 3 clusters Score -998521.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -998520.437500 Penalty: 4500.507324
	Iteration 63Q: 3 clusters Score -998520.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -998522.375000 Penalty: 4500.507324
	Iteration 64Q: 3 clusters Score -998522.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -998521.062500 Penalty: 4500.507324
	Iteration 65Q: 3 clusters Score -998521.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -998522.250000 Penalty: 4500.507324
	Iteration 66Q: 3 clusters Score -998522.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -998521.125000 Penalty: 4500.507324
	Iteration 67Q: 3 clusters Score -998521.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -998521.625000 Penalty: 4500.507324
	Iteration 68Q: 3 clusters Score -998521.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -998521.625000 Penalty: 4500.507324
	Iteration 69F: 3 clusters Score -998521.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58666 members 
Mstep: Class 2 contains 156184 members 
Mstep: Class 3 contains 7314 members 
Mstep: Class 4 contains 179175 members 
Mstep: Class 5 contains 11054 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31554 members 
Mstep: Class 8 contains 21382 members 
Mstep: Class 9 contains 187389 members 
Mstep: Class 10 contains 6572 members 
Mstep: Class 11 contains 38560 members 
Mstep: Class 12 contains 2095 members 
Mstep: Class 13 contains 10578 members 
Mstep: Class 14 contains 8004 members 
Mstep: Class 15 contains 8389 members 
Mstep: Class 16 contains 9711 members 
Mstep: Class 17 contains 70122 members 
Mstep: Class 18 contains 5431 members 
Mstep: Class 19 contains 12369 members 
Mstep: Class 20 contains 2960 members 
Mstep: Class 21 contains 288772 members 
Mstep: Class 22 contains 40862 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 282268 members 
Mstep: Class 25 contains 16099 members 
Mstep: Class 26 contains 21596 members 
Mstep: Class 27 contains 16696 members 
Mstep: Class 28 contains 11417 members 
Mstep: Class 29 contains 6067 members 
Mstep: Class 30 contains 39518 members 
Mstep: Class 31 contains 2332 members 
Mstep: Class 32 contains 10531 members 
Mstep: Class 33 contains 8147 members 
Mstep: Class 34 contains 216640 members 
Mstep: Class 35 contains 171059 members 
Mstep: Class 36 contains 10328 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 10857 members 
Mstep: Class 39 contains 6627 members 
Entering Unmasked Estep 
Score: -235411696.000000 Penalty: 140280.062500
Splitting cluster 12 changes total score from -235412016.000000 to -235411696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (10578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Entering Unmasked Estep 
Score: -1214201.875000 Penalty: 2298.099854
	Iteration 0F: 2 clusters Score -1214202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1206139.000000 Penalty: 4596.199707
	Iteration 0F: 3 clusters Score -1206139 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1208546.375000 Penalty: 4596.199707
	Iteration 1F: 3 clusters Score -1208546 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1208961.750000 Penalty: 4596.199707
	Iteration 2F: 3 clusters Score -1208962 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1209289.750000 Penalty: 4596.199707
	Iteration 3F: 3 clusters Score -1209290 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1209563.875000 Penalty: 4596.199707
	Iteration 4F: 3 clusters Score -1209564 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1209804.500000 Penalty: 4596.199707
	Iteration 5Q: 3 clusters Score -1209804 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1210033.500000 Penalty: 4596.199707
	Iteration 6Q: 3 clusters Score -1210034 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1210252.500000 Penalty: 4596.199707
	Iteration 7Q: 3 clusters Score -1210252 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1210463.625000 Penalty: 4596.199707
	Iteration 8Q: 3 clusters Score -1210464 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1210671.875000 Penalty: 4596.199707
	Iteration 9Q: 3 clusters Score -1210672 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1210889.125000 Penalty: 4596.199707
	Iteration 10Q: 3 clusters Score -1210889 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1211126.250000 Penalty: 4596.199707
	Iteration 11Q: 3 clusters Score -1211126 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1211385.125000 Penalty: 4596.199707
	Iteration 12Q: 3 clusters Score -1211385 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1211647.375000 Penalty: 4596.199707
	Iteration 13Q: 3 clusters Score -1211647 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1211885.000000 Penalty: 4596.199707
	Iteration 14Q: 3 clusters Score -1211885 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1212066.625000 Penalty: 4596.199707
	Iteration 15Q: 3 clusters Score -1212067 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1212232.000000 Penalty: 4596.199707
	Iteration 16Q: 3 clusters Score -1212232 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1212365.000000 Penalty: 4596.199707
	Iteration 17Q: 3 clusters Score -1212365 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1212477.375000 Penalty: 4596.199707
	Iteration 18Q: 3 clusters Score -1212477 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1212576.625000 Penalty: 4596.199707
	Iteration 19Q: 3 clusters Score -1212577 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1212653.250000 Penalty: 4596.199707
	Iteration 20F: 3 clusters Score -1212653 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1212719.750000 Penalty: 4596.199707
	Iteration 21Q: 3 clusters Score -1212720 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1212756.625000 Penalty: 4596.199707
	Iteration 22Q: 3 clusters Score -1212757 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1212785.125000 Penalty: 4596.199707
	Iteration 23Q: 3 clusters Score -1212785 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1212801.625000 Penalty: 4596.199707
	Iteration 24Q: 3 clusters Score -1212802 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1212816.750000 Penalty: 4596.199707
	Iteration 25Q: 3 clusters Score -1212817 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1212826.625000 Penalty: 4596.199707
	Iteration 26Q: 3 clusters Score -1212827 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1212834.750000 Penalty: 4596.199707
	Iteration 27Q: 3 clusters Score -1212835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1212836.375000 Penalty: 4596.199707
	Iteration 28Q: 3 clusters Score -1212836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1212837.250000 Penalty: 4596.199707
	Iteration 29Q: 3 clusters Score -1212837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1212838.750000 Penalty: 4596.199707
	Iteration 30Q: 3 clusters Score -1212839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1212842.000000 Penalty: 4596.199707
	Iteration 31Q: 3 clusters Score -1212842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1212842.250000 Penalty: 4596.199707
	Iteration 32Q: 3 clusters Score -1212842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1212846.500000 Penalty: 4596.199707
	Iteration 33Q: 3 clusters Score -1212846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1212847.875000 Penalty: 4596.199707
	Iteration 34Q: 3 clusters Score -1212848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1212846.875000 Penalty: 4596.199707
	Iteration 35Q: 3 clusters Score -1212847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1212848.875000 Penalty: 4596.199707
	Iteration 36Q: 3 clusters Score -1212849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1212848.875000 Penalty: 4596.199707
	Iteration 37Q: 3 clusters Score -1212849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1212848.875000 Penalty: 4596.199707
	Iteration 38F: 3 clusters Score -1212849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Entering Unmasked Estep 
Score: -901507.312500 Penalty: 2228.948730
	Iteration 0F: 2 clusters Score -901507.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -895096.750000 Penalty: 4457.897461
	Iteration 0F: 3 clusters Score -895096.8 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -896875.687500 Penalty: 4457.897461
	Iteration 1F: 3 clusters Score -896875.7 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -897331.437500 Penalty: 4457.897461
	Iteration 2F: 3 clusters Score -897331.4 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -897748.375000 Penalty: 4457.897461
	Iteration 3F: 3 clusters Score -897748.4 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -898131.312500 Penalty: 4457.897461
	Iteration 4F: 3 clusters Score -898131.3 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -898476.812500 Penalty: 4457.897461
	Iteration 5F: 3 clusters Score -898476.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -898797.312500 Penalty: 4457.897461
	Iteration 6F: 3 clusters Score -898797.3 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -899062.937500 Penalty: 4457.897461
	Iteration 7Q: 3 clusters Score -899062.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -899267.437500 Penalty: 4457.897461
	Iteration 8Q: 3 clusters Score -899267.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -899413.062500 Penalty: 4457.897461
	Iteration 9Q: 3 clusters Score -899413.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -899525.500000 Penalty: 4457.897461
	Iteration 10Q: 3 clusters Score -899525.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -899616.000000 Penalty: 4457.897461
	Iteration 11Q: 3 clusters Score -899616 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -899685.875000 Penalty: 4457.897461
	Iteration 12Q: 3 clusters Score -899685.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -899732.312500 Penalty: 4457.897461
	Iteration 13Q: 3 clusters Score -899732.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -899780.125000 Penalty: 4457.897461
	Iteration 14Q: 3 clusters Score -899780.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -899821.125000 Penalty: 4457.897461
	Iteration 15Q: 3 clusters Score -899821.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -899857.250000 Penalty: 4457.897461
	Iteration 16Q: 3 clusters Score -899857.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -899887.000000 Penalty: 4457.897461
	Iteration 17Q: 3 clusters Score -899887 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -899904.875000 Penalty: 4457.897461
	Iteration 18Q: 3 clusters Score -899904.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -899927.687500 Penalty: 4457.897461
	Iteration 19Q: 3 clusters Score -899927.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -899943.062500 Penalty: 4457.897461
	Iteration 20F: 3 clusters Score -899943.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -899959.187500 Penalty: 4457.897461
	Iteration 21Q: 3 clusters Score -899959.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -899971.437500 Penalty: 4457.897461
	Iteration 22Q: 3 clusters Score -899971.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -899982.125000 Penalty: 4457.897461
	Iteration 23Q: 3 clusters Score -899982.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -899987.250000 Penalty: 4457.897461
	Iteration 24Q: 3 clusters Score -899987.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -899995.187500 Penalty: 4457.897461
	Iteration 25Q: 3 clusters Score -899995.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -900001.312500 Penalty: 4457.897461
	Iteration 26Q: 3 clusters Score -900001.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -900003.937500 Penalty: 4457.897461
	Iteration 27Q: 3 clusters Score -900003.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -900011.125000 Penalty: 4457.897461
	Iteration 28Q: 3 clusters Score -900011.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -900013.937500 Penalty: 4457.897461
	Iteration 29Q: 3 clusters Score -900013.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -900017.500000 Penalty: 4457.897461
	Iteration 30Q: 3 clusters Score -900017.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -900020.812500 Penalty: 4457.897461
	Iteration 31Q: 3 clusters Score -900020.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -900019.625000 Penalty: 4457.897461
	Iteration 32Q: 3 clusters Score -900019.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -900020.687500 Penalty: 4457.897461
	Iteration 33Q: 3 clusters Score -900020.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -900020.687500 Penalty: 4457.897461
	Iteration 34F: 3 clusters Score -900020.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Entering Unmasked Estep 
Score: -936409.000000 Penalty: 2240.599854
	Iteration 0F: 2 clusters Score -936409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -929837.375000 Penalty: 4481.199707
	Iteration 0F: 3 clusters Score -929837.4 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -931998.687500 Penalty: 4481.199707
	Iteration 1F: 3 clusters Score -931998.7 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -932465.437500 Penalty: 4481.199707
	Iteration 2F: 3 clusters Score -932465.4 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -932896.875000 Penalty: 4481.199707
	Iteration 3F: 3 clusters Score -932896.9 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -933421.562500 Penalty: 4481.199707
	Iteration 4F: 3 clusters Score -933421.6 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -934037.687500 Penalty: 4481.199707
	Iteration 5F: 3 clusters Score -934037.7 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -934697.312500 Penalty: 4481.199707
	Iteration 6F: 3 clusters Score -934697.3 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -935295.062500 Penalty: 4481.199707
	Iteration 7F: 3 clusters Score -935295.1 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -935846.875000 Penalty: 4481.199707
	Iteration 8F: 3 clusters Score -935846.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -936250.562500 Penalty: 4481.199707
	Iteration 9F: 3 clusters Score -936250.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -936556.250000 Penalty: 4481.199707
	Iteration 10Q: 3 clusters Score -936556.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -936820.250000 Penalty: 4481.199707
	Iteration 11Q: 3 clusters Score -936820.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -937039.375000 Penalty: 4481.199707
	Iteration 12Q: 3 clusters Score -937039.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -937181.750000 Penalty: 4481.199707
	Iteration 13Q: 3 clusters Score -937181.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -937270.375000 Penalty: 4481.199707
	Iteration 14Q: 3 clusters Score -937270.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -937328.062500 Penalty: 4481.199707
	Iteration 15Q: 3 clusters Score -937328.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -937370.312500 Penalty: 4481.199707
	Iteration 16Q: 3 clusters Score -937370.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -937395.937500 Penalty: 4481.199707
	Iteration 17Q: 3 clusters Score -937395.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -937411.687500 Penalty: 4481.199707
	Iteration 18Q: 3 clusters Score -937411.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -937419.937500 Penalty: 4481.199707
	Iteration 19Q: 3 clusters Score -937419.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -937436.187500 Penalty: 4481.199707
	Iteration 20F: 3 clusters Score -937436.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -937468.437500 Penalty: 4481.199707
	Iteration 21Q: 3 clusters Score -937468.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -937475.500000 Penalty: 4481.199707
	Iteration 22Q: 3 clusters Score -937475.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -937477.312500 Penalty: 4481.199707
	Iteration 23Q: 3 clusters Score -937477.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -937477.875000 Penalty: 4481.199707
	Iteration 24Q: 3 clusters Score -937477.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -937480.812500 Penalty: 4481.199707
	Iteration 25Q: 3 clusters Score -937480.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -937483.062500 Penalty: 4481.199707
	Iteration 26Q: 3 clusters Score -937483.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -937484.687500 Penalty: 4481.199707
	Iteration 27Q: 3 clusters Score -937484.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -937487.187500 Penalty: 4481.199707
	Iteration 28Q: 3 clusters Score -937487.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -937488.000000 Penalty: 4481.199707
	Iteration 29Q: 3 clusters Score -937488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -937488.625000 Penalty: 4481.199707
	Iteration 30Q: 3 clusters Score -937488.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -937491.062500 Penalty: 4481.199707
	Iteration 31Q: 3 clusters Score -937491.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -937492.750000 Penalty: 4481.199707
	Iteration 32Q: 3 clusters Score -937492.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -937493.062500 Penalty: 4481.199707
	Iteration 33Q: 3 clusters Score -937493.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -937493.625000 Penalty: 4481.199707
	Iteration 34Q: 3 clusters Score -937493.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -937493.625000 Penalty: 4481.199707
	Iteration 35F: 3 clusters Score -937493.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58666 members 
Mstep: Class 2 contains 156184 members 
Mstep: Class 3 contains 7314 members 
Mstep: Class 4 contains 179175 members 
Mstep: Class 5 contains 11054 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31554 members 
Mstep: Class 8 contains 21382 members 
Mstep: Class 9 contains 187389 members 
Mstep: Class 10 contains 6572 members 
Mstep: Class 11 contains 38560 members 
Mstep: Class 12 contains 8722 members 
Mstep: Class 13 contains 10578 members 
Mstep: Class 14 contains 8004 members 
Mstep: Class 15 contains 7748 members 
Mstep: Class 16 contains 9711 members 
Mstep: Class 17 contains 70122 members 
Mstep: Class 18 contains 5431 members 
Mstep: Class 19 contains 12369 members 
Mstep: Class 20 contains 2960 members 
Mstep: Class 21 contains 288772 members 
Mstep: Class 22 contains 40862 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 282268 members 
Mstep: Class 25 contains 16099 members 
Mstep: Class 26 contains 21596 members 
Mstep: Class 27 contains 16696 members 
Mstep: Class 28 contains 11417 members 
Mstep: Class 29 contains 6067 members 
Mstep: Class 30 contains 39518 members 
Mstep: Class 31 contains 2332 members 
Mstep: Class 32 contains 10531 members 
Mstep: Class 33 contains 8147 members 
Mstep: Class 34 contains 216640 members 
Mstep: Class 35 contains 171059 members 
Mstep: Class 36 contains 10328 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 10857 members 
Mstep: Class 39 contains 641 members 
Entering Unmasked Estep 
Score: -235411664.000000 Penalty: 140280.062500
Splitting cluster 15 changes total score from -235412016.000000 to -235411664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (9711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Entering Unmasked Estep 
Score: -1111397.750000 Penalty: 2276.891602
	Iteration 0F: 2 clusters Score -1111398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1104006.875000 Penalty: 4553.783203
	Iteration 0F: 3 clusters Score -1104007 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1106462.625000 Penalty: 4553.783203
	Iteration 1F: 3 clusters Score -1106463 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1107035.125000 Penalty: 4553.783203
	Iteration 2F: 3 clusters Score -1107035 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1107616.250000 Penalty: 4553.783203
	Iteration 3F: 3 clusters Score -1107616 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1108201.375000 Penalty: 4553.783203
	Iteration 4F: 3 clusters Score -1108201 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1108768.750000 Penalty: 4553.783203
	Iteration 5F: 3 clusters Score -1108769 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1109283.250000 Penalty: 4553.783203
	Iteration 6F: 3 clusters Score -1109283 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1109672.250000 Penalty: 4553.783203
	Iteration 7F: 3 clusters Score -1109672 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1109934.375000 Penalty: 4553.783203
	Iteration 8Q: 3 clusters Score -1109934 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1110119.125000 Penalty: 4553.783203
	Iteration 9Q: 3 clusters Score -1110119 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1110291.625000 Penalty: 4553.783203
	Iteration 10Q: 3 clusters Score -1110292 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1110511.500000 Penalty: 4553.783203
	Iteration 11Q: 3 clusters Score -1110512 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1110797.250000 Penalty: 4553.783203
	Iteration 12Q: 3 clusters Score -1110797 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1111000.125000 Penalty: 4553.783203
	Iteration 13Q: 3 clusters Score -1111000 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1111142.750000 Penalty: 4553.783203
	Iteration 14Q: 3 clusters Score -1111143 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1111199.875000 Penalty: 4553.783203
	Iteration 15Q: 3 clusters Score -1111200 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1111231.000000 Penalty: 4553.783203
	Iteration 16Q: 3 clusters Score -1111231 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1111252.125000 Penalty: 4553.783203
	Iteration 17Q: 3 clusters Score -1111252 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1111263.625000 Penalty: 4553.783203
	Iteration 18Q: 3 clusters Score -1111264 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1111269.375000 Penalty: 4553.783203
	Iteration 19Q: 3 clusters Score -1111269 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1111275.000000 Penalty: 4553.783203
	Iteration 20F: 3 clusters Score -1111275 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1111281.250000 Penalty: 4553.783203
	Iteration 21Q: 3 clusters Score -1111281 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1111286.375000 Penalty: 4553.783203
	Iteration 22Q: 3 clusters Score -1111286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1111292.000000 Penalty: 4553.783203
	Iteration 23Q: 3 clusters Score -1111292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1111294.375000 Penalty: 4553.783203
	Iteration 24Q: 3 clusters Score -1111294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1111295.750000 Penalty: 4553.783203
	Iteration 25Q: 3 clusters Score -1111296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1111293.875000 Penalty: 4553.783203
	Iteration 26Q: 3 clusters Score -1111294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1111296.000000 Penalty: 4553.783203
	Iteration 27Q: 3 clusters Score -1111296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1111299.250000 Penalty: 4553.783203
	Iteration 28Q: 3 clusters Score -1111299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1111300.500000 Penalty: 4553.783203
	Iteration 29Q: 3 clusters Score -1111300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1111299.500000 Penalty: 4553.783203
	Iteration 30Q: 3 clusters Score -1111300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1111298.250000 Penalty: 4553.783203
	Iteration 31Q: 3 clusters Score -1111298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1111299.000000 Penalty: 4553.783203
	Iteration 32Q: 3 clusters Score -1111299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1111299.875000 Penalty: 4553.783203
	Iteration 33Q: 3 clusters Score -1111300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1111299.625000 Penalty: 4553.783203
	Iteration 34Q: 3 clusters Score -1111300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1111299.625000 Penalty: 4553.783203
	Iteration 35F: 3 clusters Score -1111300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (70122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70122 members 
Entering Unmasked Estep 
Score: -8543053.000000 Penalty: 2767.181885
	Iteration 0F: 2 clusters Score -8543053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 34985 members 
Entering Unmasked Estep 
Score: -8496158.000000 Penalty: 5534.363770
	Iteration 0F: 3 clusters Score -8496158 nChanged 32769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35990 members 
Mstep: Class 2 contains 34132 members 
Entering Unmasked Estep 
Score: -8514801.000000 Penalty: 5534.363770
	Iteration 1F: 3 clusters Score -8514801 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36715 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -8515587.000000 Penalty: 5534.363770
	Iteration 2Q: 3 clusters Score -8515587 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37885 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -8516459.000000 Penalty: 5534.363770
	Iteration 3Q: 3 clusters Score -8516459 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39563 members 
Mstep: Class 2 contains 30559 members 
Entering Unmasked Estep 
Score: -8517627.000000 Penalty: 5534.363770
	Iteration 4Q: 3 clusters Score -8517627 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41929 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -8519157.000000 Penalty: 5534.363770
	Iteration 5Q: 3 clusters Score -8519157 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45005 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -8521426.000000 Penalty: 5534.363770
	Iteration 6F: 3 clusters Score -8521426 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48799 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -8524455.000000 Penalty: 5534.363770
	Iteration 7F: 3 clusters Score -8524455 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52873 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -8528069.000000 Penalty: 5534.363770
	Iteration 8F: 3 clusters Score -8528069 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56627 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -8531643.000000 Penalty: 5534.363770
	Iteration 9F: 3 clusters Score -8531643 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59683 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -8534454.000000 Penalty: 5534.363770
	Iteration 10Q: 3 clusters Score -8534454 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61834 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -8536241.000000 Penalty: 5534.363770
	Iteration 11Q: 3 clusters Score -8536241 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63365 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -8537402.000000 Penalty: 5534.363770
	Iteration 12Q: 3 clusters Score -8537402 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64490 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -8538211.000000 Penalty: 5534.363770
	Iteration 13Q: 3 clusters Score -8538211 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65383 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -8538821.000000 Penalty: 5534.363770
	Iteration 14Q: 3 clusters Score -8538821 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66111 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -8539303.000000 Penalty: 5534.363770
	Iteration 15Q: 3 clusters Score -8539303 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66687 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -8539687.000000 Penalty: 5534.363770
	Iteration 16Q: 3 clusters Score -8539687 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67172 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -8540010.000000 Penalty: 5534.363770
	Iteration 17Q: 3 clusters Score -8540010 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67547 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -8540178.000000 Penalty: 5534.363770
	Iteration 18Q: 3 clusters Score -8540178 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67840 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -8540336.000000 Penalty: 5534.363770
	Iteration 19Q: 3 clusters Score -8540336 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68067 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -8540467.000000 Penalty: 5534.363770
	Iteration 20F: 3 clusters Score -8540467 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68246 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -8540581.000000 Penalty: 5534.363770
	Iteration 21Q: 3 clusters Score -8540581 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68388 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -8540658.000000 Penalty: 5534.363770
	Iteration 22Q: 3 clusters Score -8540658 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68488 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -8540717.000000 Penalty: 5534.363770
	Iteration 23Q: 3 clusters Score -8540717 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68565 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -8540744.000000 Penalty: 5534.363770
	Iteration 24Q: 3 clusters Score -8540744 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68633 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -8540805.000000 Penalty: 5534.363770
	Iteration 25Q: 3 clusters Score -8540805 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68697 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -8540844.000000 Penalty: 5534.363770
	Iteration 26Q: 3 clusters Score -8540844 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68746 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -8540850.000000 Penalty: 5534.363770
	Iteration 27Q: 3 clusters Score -8540850 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68777 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -8540866.000000 Penalty: 5534.363770
	Iteration 28Q: 3 clusters Score -8540866 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68811 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -8540879.000000 Penalty: 5534.363770
	Iteration 29Q: 3 clusters Score -8540879 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68841 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -8540897.000000 Penalty: 5534.363770
	Iteration 30Q: 3 clusters Score -8540897 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68865 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -8540916.000000 Penalty: 5534.363770
	Iteration 31Q: 3 clusters Score -8540916 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68895 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -8540930.000000 Penalty: 5534.363770
	Iteration 32Q: 3 clusters Score -8540930 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68923 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -8540930.000000 Penalty: 5534.363770
	Iteration 33Q: 3 clusters Score -8540930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68944 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -8540945.000000 Penalty: 5534.363770
	Iteration 34Q: 3 clusters Score -8540945 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68962 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -8540941.000000 Penalty: 5534.363770
	Iteration 35Q: 3 clusters Score -8540941 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68977 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -8540948.000000 Penalty: 5534.363770
	Iteration 36Q: 3 clusters Score -8540948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68988 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -8540956.000000 Penalty: 5534.363770
	Iteration 37Q: 3 clusters Score -8540956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68998 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -8540952.000000 Penalty: 5534.363770
	Iteration 38Q: 3 clusters Score -8540952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69006 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -8540955.000000 Penalty: 5534.363770
	Iteration 39Q: 3 clusters Score -8540955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69011 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -8540951.000000 Penalty: 5534.363770
	Iteration 40F: 3 clusters Score -8540951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69015 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -8540955.000000 Penalty: 5534.363770
	Iteration 41Q: 3 clusters Score -8540955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69018 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -8540956.000000 Penalty: 5534.363770
	Iteration 42Q: 3 clusters Score -8540956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69021 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -8540952.000000 Penalty: 5534.363770
	Iteration 43Q: 3 clusters Score -8540952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69024 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -8540957.000000 Penalty: 5534.363770
	Iteration 44Q: 3 clusters Score -8540957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69025 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -8540957.000000 Penalty: 5534.363770
	Iteration 45Q: 3 clusters Score -8540957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69026 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -8540958.000000 Penalty: 5534.363770
	Iteration 46Q: 3 clusters Score -8540958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69026 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -8540958.000000 Penalty: 5534.363770
	Iteration 47F: 3 clusters Score -8540958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Entering Unmasked Estep 
Score: -700921.437500 Penalty: 2132.769775
	Iteration 0F: 2 clusters Score -700921.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -696117.437500 Penalty: 4265.539551
	Iteration 0F: 3 clusters Score -696117.4 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -697213.375000 Penalty: 4265.539551
	Iteration 1F: 3 clusters Score -697213.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -697436.812500 Penalty: 4265.539551
	Iteration 2F: 3 clusters Score -697436.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -697573.937500 Penalty: 4265.539551
	Iteration 3F: 3 clusters Score -697573.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -697663.312500 Penalty: 4265.539551
	Iteration 4Q: 3 clusters Score -697663.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -697726.687500 Penalty: 4265.539551
	Iteration 5Q: 3 clusters Score -697726.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -697769.562500 Penalty: 4265.539551
	Iteration 6Q: 3 clusters Score -697769.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -697805.312500 Penalty: 4265.539551
	Iteration 7Q: 3 clusters Score -697805.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -697840.062500 Penalty: 4265.539551
	Iteration 8Q: 3 clusters Score -697840.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -697871.125000 Penalty: 4265.539551
	Iteration 9Q: 3 clusters Score -697871.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -697894.187500 Penalty: 4265.539551
	Iteration 10Q: 3 clusters Score -697894.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -697912.437500 Penalty: 4265.539551
	Iteration 11Q: 3 clusters Score -697912.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -697926.125000 Penalty: 4265.539551
	Iteration 12Q: 3 clusters Score -697926.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -697943.812500 Penalty: 4265.539551
	Iteration 13Q: 3 clusters Score -697943.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -697963.000000 Penalty: 4265.539551
	Iteration 14Q: 3 clusters Score -697963 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -697985.875000 Penalty: 4265.539551
	Iteration 15Q: 3 clusters Score -697985.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -698011.250000 Penalty: 4265.539551
	Iteration 16Q: 3 clusters Score -698011.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -698031.687500 Penalty: 4265.539551
	Iteration 17Q: 3 clusters Score -698031.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -698056.000000 Penalty: 4265.539551
	Iteration 18Q: 3 clusters Score -698056 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -698074.562500 Penalty: 4265.539551
	Iteration 19Q: 3 clusters Score -698074.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -698095.000000 Penalty: 4265.539551
	Iteration 20F: 3 clusters Score -698095 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -698114.062500 Penalty: 4265.539551
	Iteration 21Q: 3 clusters Score -698114.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -698139.875000 Penalty: 4265.539551
	Iteration 22Q: 3 clusters Score -698139.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -698155.250000 Penalty: 4265.539551
	Iteration 23Q: 3 clusters Score -698155.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -698175.375000 Penalty: 4265.539551
	Iteration 24Q: 3 clusters Score -698175.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -698197.687500 Penalty: 4265.539551
	Iteration 25Q: 3 clusters Score -698197.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -698222.750000 Penalty: 4265.539551
	Iteration 26Q: 3 clusters Score -698222.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -698252.750000 Penalty: 4265.539551
	Iteration 27Q: 3 clusters Score -698252.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -698284.812500 Penalty: 4265.539551
	Iteration 28Q: 3 clusters Score -698284.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -698315.812500 Penalty: 4265.539551
	Iteration 29Q: 3 clusters Score -698315.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -698354.000000 Penalty: 4265.539551
	Iteration 30Q: 3 clusters Score -698354 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -698406.125000 Penalty: 4265.539551
	Iteration 31Q: 3 clusters Score -698406.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -698475.000000 Penalty: 4265.539551
	Iteration 32Q: 3 clusters Score -698475 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -698546.562500 Penalty: 4265.539551
	Iteration 33Q: 3 clusters Score -698546.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -698612.937500 Penalty: 4265.539551
	Iteration 34Q: 3 clusters Score -698612.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -698664.812500 Penalty: 4265.539551
	Iteration 35Q: 3 clusters Score -698664.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -698715.375000 Penalty: 4265.539551
	Iteration 36Q: 3 clusters Score -698715.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -698754.312500 Penalty: 4265.539551
	Iteration 37Q: 3 clusters Score -698754.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -698782.937500 Penalty: 4265.539551
	Iteration 38Q: 3 clusters Score -698782.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -698805.312500 Penalty: 4265.539551
	Iteration 39Q: 3 clusters Score -698805.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -698827.687500 Penalty: 4265.539551
	Iteration 40F: 3 clusters Score -698827.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -698847.562500 Penalty: 4265.539551
	Iteration 41Q: 3 clusters Score -698847.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -698865.500000 Penalty: 4265.539551
	Iteration 42Q: 3 clusters Score -698865.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -698885.250000 Penalty: 4265.539551
	Iteration 43Q: 3 clusters Score -698885.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -698904.875000 Penalty: 4265.539551
	Iteration 44Q: 3 clusters Score -698904.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -698919.312500 Penalty: 4265.539551
	Iteration 45Q: 3 clusters Score -698919.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -698932.687500 Penalty: 4265.539551
	Iteration 46Q: 3 clusters Score -698932.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -698944.312500 Penalty: 4265.539551
	Iteration 47Q: 3 clusters Score -698944.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -698954.125000 Penalty: 4265.539551
	Iteration 48Q: 3 clusters Score -698954.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -698962.187500 Penalty: 4265.539551
	Iteration 49Q: 3 clusters Score -698962.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -698970.437500 Penalty: 4265.539551
	Iteration 50Q: 3 clusters Score -698970.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -698977.750000 Penalty: 4265.539551
	Iteration 51Q: 3 clusters Score -698977.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -698982.937500 Penalty: 4265.539551
	Iteration 52Q: 3 clusters Score -698982.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -698985.312500 Penalty: 4265.539551
	Iteration 53Q: 3 clusters Score -698985.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -698989.000000 Penalty: 4265.539551
	Iteration 54Q: 3 clusters Score -698989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -698990.875000 Penalty: 4265.539551
	Iteration 55Q: 3 clusters Score -698990.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -698990.875000 Penalty: 4265.539551
	Iteration 56F: 3 clusters Score -698990.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Entering Unmasked Estep 
Score: -1493077.875000 Penalty: 2336.891357
	Iteration 0F: 2 clusters Score -1493078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1483874.125000 Penalty: 4673.782715
	Iteration 0F: 3 clusters Score -1483874 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1486648.625000 Penalty: 4673.782715
	Iteration 1F: 3 clusters Score -1486649 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1486969.125000 Penalty: 4673.782715
	Iteration 2F: 3 clusters Score -1486969 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1487237.875000 Penalty: 4673.782715
	Iteration 3Q: 3 clusters Score -1487238 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1487484.000000 Penalty: 4673.782715
	Iteration 4Q: 3 clusters Score -1487484 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1487757.000000 Penalty: 4673.782715
	Iteration 5Q: 3 clusters Score -1487757 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1488113.125000 Penalty: 4673.782715
	Iteration 6Q: 3 clusters Score -1488113 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1488521.875000 Penalty: 4673.782715
	Iteration 7F: 3 clusters Score -1488522 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1489020.875000 Penalty: 4673.782715
	Iteration 8F: 3 clusters Score -1489021 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1489502.625000 Penalty: 4673.782715
	Iteration 9F: 3 clusters Score -1489503 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1489958.000000 Penalty: 4673.782715
	Iteration 10F: 3 clusters Score -1489958 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1490314.750000 Penalty: 4673.782715
	Iteration 11Q: 3 clusters Score -1490315 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1490548.375000 Penalty: 4673.782715
	Iteration 12Q: 3 clusters Score -1490548 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1490690.125000 Penalty: 4673.782715
	Iteration 13Q: 3 clusters Score -1490690 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1490797.000000 Penalty: 4673.782715
	Iteration 14Q: 3 clusters Score -1490797 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1490876.000000 Penalty: 4673.782715
	Iteration 15Q: 3 clusters Score -1490876 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1490931.125000 Penalty: 4673.782715
	Iteration 16Q: 3 clusters Score -1490931 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1490977.625000 Penalty: 4673.782715
	Iteration 17Q: 3 clusters Score -1490978 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1491010.750000 Penalty: 4673.782715
	Iteration 18Q: 3 clusters Score -1491011 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1491043.750000 Penalty: 4673.782715
	Iteration 19Q: 3 clusters Score -1491044 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1491075.875000 Penalty: 4673.782715
	Iteration 20F: 3 clusters Score -1491076 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1491113.000000 Penalty: 4673.782715
	Iteration 21Q: 3 clusters Score -1491113 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1491135.625000 Penalty: 4673.782715
	Iteration 22Q: 3 clusters Score -1491136 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -1491162.500000 Penalty: 4673.782715
	Iteration 23Q: 3 clusters Score -1491162 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1491188.875000 Penalty: 4673.782715
	Iteration 24Q: 3 clusters Score -1491189 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1491210.875000 Penalty: 4673.782715
	Iteration 25Q: 3 clusters Score -1491211 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1491237.500000 Penalty: 4673.782715
	Iteration 26Q: 3 clusters Score -1491238 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1491257.625000 Penalty: 4673.782715
	Iteration 27Q: 3 clusters Score -1491258 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1491284.375000 Penalty: 4673.782715
	Iteration 28Q: 3 clusters Score -1491284 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1491305.000000 Penalty: 4673.782715
	Iteration 29Q: 3 clusters Score -1491305 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1491322.750000 Penalty: 4673.782715
	Iteration 30Q: 3 clusters Score -1491323 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1491348.750000 Penalty: 4673.782715
	Iteration 31Q: 3 clusters Score -1491349 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1491362.250000 Penalty: 4673.782715
	Iteration 32Q: 3 clusters Score -1491362 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -1491377.500000 Penalty: 4673.782715
	Iteration 33Q: 3 clusters Score -1491378 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1491385.750000 Penalty: 4673.782715
	Iteration 34Q: 3 clusters Score -1491386 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -1491400.250000 Penalty: 4673.782715
	Iteration 35Q: 3 clusters Score -1491400 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1491410.000000 Penalty: 4673.782715
	Iteration 36Q: 3 clusters Score -1491410 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1491426.625000 Penalty: 4673.782715
	Iteration 37Q: 3 clusters Score -1491427 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -1491440.750000 Penalty: 4673.782715
	Iteration 38Q: 3 clusters Score -1491441 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1491448.000000 Penalty: 4673.782715
	Iteration 39Q: 3 clusters Score -1491448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1491457.750000 Penalty: 4673.782715
	Iteration 40F: 3 clusters Score -1491458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1491461.375000 Penalty: 4673.782715
	Iteration 41Q: 3 clusters Score -1491461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1491464.000000 Penalty: 4673.782715
	Iteration 42Q: 3 clusters Score -1491464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1491463.750000 Penalty: 4673.782715
	Iteration 43Q: 3 clusters Score -1491464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1491463.750000 Penalty: 4673.782715
	Iteration 44F: 3 clusters Score -1491464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Entering Unmasked Estep 
Score: -340973.062500 Penalty: 1982.250244
	Iteration 0F: 2 clusters Score -340973.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -337817.687500 Penalty: 3964.500488
	Iteration 0F: 3 clusters Score -337817.7 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -338514.812500 Penalty: 3964.500488
	Iteration 1F: 3 clusters Score -338514.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -338703.531250 Penalty: 3964.500488
	Iteration 2F: 3 clusters Score -338703.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -338839.593750 Penalty: 3964.500488
	Iteration 3F: 3 clusters Score -338839.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -338935.062500 Penalty: 3964.500488
	Iteration 4Q: 3 clusters Score -338935.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -339011.968750 Penalty: 3964.500488
	Iteration 5Q: 3 clusters Score -339012 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -339068.812500 Penalty: 3964.500488
	Iteration 6Q: 3 clusters Score -339068.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -339104.343750 Penalty: 3964.500488
	Iteration 7Q: 3 clusters Score -339104.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -339131.843750 Penalty: 3964.500488
	Iteration 8Q: 3 clusters Score -339131.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -339153.500000 Penalty: 3964.500488
	Iteration 9Q: 3 clusters Score -339153.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -339175.156250 Penalty: 3964.500488
	Iteration 10Q: 3 clusters Score -339175.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -339192.843750 Penalty: 3964.500488
	Iteration 11Q: 3 clusters Score -339192.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -339211.343750 Penalty: 3964.500488
	Iteration 12Q: 3 clusters Score -339211.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -339227.000000 Penalty: 3964.500488
	Iteration 13Q: 3 clusters Score -339227 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -339244.062500 Penalty: 3964.500488
	Iteration 14Q: 3 clusters Score -339244.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -339254.937500 Penalty: 3964.500488
	Iteration 15Q: 3 clusters Score -339254.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -339259.125000 Penalty: 3964.500488
	Iteration 16Q: 3 clusters Score -339259.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -339262.687500 Penalty: 3964.500488
	Iteration 17Q: 3 clusters Score -339262.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -339265.250000 Penalty: 3964.500488
	Iteration 18Q: 3 clusters Score -339265.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -339268.468750 Penalty: 3964.500488
	Iteration 19Q: 3 clusters Score -339268.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -339270.937500 Penalty: 3964.500488
	Iteration 20F: 3 clusters Score -339270.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -339272.468750 Penalty: 3964.500488
	Iteration 21Q: 3 clusters Score -339272.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -339275.843750 Penalty: 3964.500488
	Iteration 22Q: 3 clusters Score -339275.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -339278.968750 Penalty: 3964.500488
	Iteration 23Q: 3 clusters Score -339279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -339281.062500 Penalty: 3964.500488
	Iteration 24Q: 3 clusters Score -339281.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -339285.093750 Penalty: 3964.500488
	Iteration 25Q: 3 clusters Score -339285.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -339290.718750 Penalty: 3964.500488
	Iteration 26Q: 3 clusters Score -339290.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -339295.531250 Penalty: 3964.500488
	Iteration 27Q: 3 clusters Score -339295.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -339297.218750 Penalty: 3964.500488
	Iteration 28Q: 3 clusters Score -339297.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -339300.250000 Penalty: 3964.500488
	Iteration 29Q: 3 clusters Score -339300.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -339301.000000 Penalty: 3964.500488
	Iteration 30Q: 3 clusters Score -339301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -339302.125000 Penalty: 3964.500488
	Iteration 31Q: 3 clusters Score -339302.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -339305.718750 Penalty: 3964.500488
	Iteration 32Q: 3 clusters Score -339305.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -339307.718750 Penalty: 3964.500488
	Iteration 33Q: 3 clusters Score -339307.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -339310.375000 Penalty: 3964.500488
	Iteration 34Q: 3 clusters Score -339310.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -339311.531250 Penalty: 3964.500488
	Iteration 35Q: 3 clusters Score -339311.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -339314.312500 Penalty: 3964.500488
	Iteration 36Q: 3 clusters Score -339314.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -339315.718750 Penalty: 3964.500488
	Iteration 37Q: 3 clusters Score -339315.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -339316.031250 Penalty: 3964.500488
	Iteration 38Q: 3 clusters Score -339316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -339316.531250 Penalty: 3964.500488
	Iteration 39Q: 3 clusters Score -339316.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -339318.125000 Penalty: 3964.500488
	Iteration 40F: 3 clusters Score -339318.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -339320.531250 Penalty: 3964.500488
	Iteration 41Q: 3 clusters Score -339320.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -339322.406250 Penalty: 3964.500488
	Iteration 42Q: 3 clusters Score -339322.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -339323.375000 Penalty: 3964.500488
	Iteration 43Q: 3 clusters Score -339323.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -339324.468750 Penalty: 3964.500488
	Iteration 44Q: 3 clusters Score -339324.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -339325.125000 Penalty: 3964.500488
	Iteration 45Q: 3 clusters Score -339325.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -339326.281250 Penalty: 3964.500488
	Iteration 46Q: 3 clusters Score -339326.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -339330.968750 Penalty: 3964.500488
	Iteration 47Q: 3 clusters Score -339331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -339333.562500 Penalty: 3964.500488
	Iteration 48Q: 3 clusters Score -339333.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -339336.468750 Penalty: 3964.500488
	Iteration 49Q: 3 clusters Score -339336.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -339340.656250 Penalty: 3964.500488
	Iteration 50Q: 3 clusters Score -339340.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -339343.218750 Penalty: 3964.500488
	Iteration 51Q: 3 clusters Score -339343.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -339347.343750 Penalty: 3964.500488
	Iteration 52Q: 3 clusters Score -339347.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -339351.093750 Penalty: 3964.500488
	Iteration 53Q: 3 clusters Score -339351.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -339353.406250 Penalty: 3964.500488
	Iteration 54Q: 3 clusters Score -339353.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -339355.687500 Penalty: 3964.500488
	Iteration 55Q: 3 clusters Score -339355.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -339359.437500 Penalty: 3964.500488
	Iteration 56Q: 3 clusters Score -339359.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -339362.562500 Penalty: 3964.500488
	Iteration 57Q: 3 clusters Score -339362.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -339367.562500 Penalty: 3964.500488
	Iteration 58Q: 3 clusters Score -339367.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -339369.406250 Penalty: 3964.500488
	Iteration 59Q: 3 clusters Score -339369.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -339371.375000 Penalty: 3964.500488
	Iteration 60F: 3 clusters Score -339371.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -339373.968750 Penalty: 3964.500488
	Iteration 61Q: 3 clusters Score -339374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -339376.000000 Penalty: 3964.500488
	Iteration 62Q: 3 clusters Score -339376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -339378.562500 Penalty: 3964.500488
	Iteration 63Q: 3 clusters Score -339378.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -339383.906250 Penalty: 3964.500488
	Iteration 64Q: 3 clusters Score -339383.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -339390.375000 Penalty: 3964.500488
	Iteration 65Q: 3 clusters Score -339390.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -339395.531250 Penalty: 3964.500488
	Iteration 66Q: 3 clusters Score -339395.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -339400.562500 Penalty: 3964.500488
	Iteration 67Q: 3 clusters Score -339400.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -339407.531250 Penalty: 3964.500488
	Iteration 68Q: 3 clusters Score -339407.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -339411.750000 Penalty: 3964.500488
	Iteration 69Q: 3 clusters Score -339411.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -339415.437500 Penalty: 3964.500488
	Iteration 70Q: 3 clusters Score -339415.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -339419.156250 Penalty: 3964.500488
	Iteration 71Q: 3 clusters Score -339419.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -339424.812500 Penalty: 3964.500488
	Iteration 72Q: 3 clusters Score -339424.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -339427.812500 Penalty: 3964.500488
	Iteration 73Q: 3 clusters Score -339427.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -339430.468750 Penalty: 3964.500488
	Iteration 74Q: 3 clusters Score -339430.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -339432.031250 Penalty: 3964.500488
	Iteration 75Q: 3 clusters Score -339432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -339436.343750 Penalty: 3964.500488
	Iteration 76Q: 3 clusters Score -339436.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -339440.062500 Penalty: 3964.500488
	Iteration 77Q: 3 clusters Score -339440.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -339443.656250 Penalty: 3964.500488
	Iteration 78Q: 3 clusters Score -339443.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -339447.406250 Penalty: 3964.500488
	Iteration 79Q: 3 clusters Score -339447.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -339450.968750 Penalty: 3964.500488
	Iteration 80F: 3 clusters Score -339451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -339452.187500 Penalty: 3964.500488
	Iteration 81Q: 3 clusters Score -339452.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -339452.187500 Penalty: 3964.500488
	Iteration 82Q: 3 clusters Score -339452.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -339452.187500 Penalty: 3964.500488
	Iteration 83F: 3 clusters Score -339452.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (288772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288772 members 
Entering Unmasked Estep 
Score: -35531396.000000 Penalty: 3118.201416
	Iteration 0F: 2 clusters Score -3.55314e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144698 members 
Mstep: Class 2 contains 144074 members 
Entering Unmasked Estep 
Score: -35359468.000000 Penalty: 6236.402832
	Iteration 0F: 3 clusters Score -3.535947e+07 nChanged 139758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153414 members 
Mstep: Class 2 contains 135358 members 
Entering Unmasked Estep 
Score: -35441932.000000 Penalty: 6236.402832
	Iteration 1F: 3 clusters Score -3.544193e+07 nChanged 7746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158276 members 
Mstep: Class 2 contains 130496 members 
Entering Unmasked Estep 
Score: -35443716.000000 Penalty: 6236.402832
	Iteration 2Q: 3 clusters Score -3.544372e+07 nChanged 9540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165898 members 
Mstep: Class 2 contains 122874 members 
Entering Unmasked Estep 
Score: -35446808.000000 Penalty: 6236.402832
	Iteration 3Q: 3 clusters Score -3.544681e+07 nChanged 12755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177641 members 
Mstep: Class 2 contains 111131 members 
Entering Unmasked Estep 
Score: -35451940.000000 Penalty: 6236.402832
	Iteration 4Q: 3 clusters Score -3.545194e+07 nChanged 17892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195023 members 
Mstep: Class 2 contains 93749 members 
Entering Unmasked Estep 
Score: -35461184.000000 Penalty: 6236.402832
	Iteration 5F: 3 clusters Score -3.546118e+07 nChanged 23386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218047 members 
Mstep: Class 2 contains 70725 members 
Entering Unmasked Estep 
Score: -35475348.000000 Penalty: 6236.402832
	Iteration 6F: 3 clusters Score -3.547535e+07 nChanged 25181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243044 members 
Mstep: Class 2 contains 45728 members 
Entering Unmasked Estep 
Score: -35492544.000000 Penalty: 6236.402832
	Iteration 7F: 3 clusters Score -3.549254e+07 nChanged 21387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264361 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -35508540.000000 Penalty: 6236.402832
	Iteration 8F: 3 clusters Score -3.550854e+07 nChanged 13432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277775 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -35519532.000000 Penalty: 6236.402832
	Iteration 9Q: 3 clusters Score -3.551953e+07 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284226 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -35524912.000000 Penalty: 6236.402832
	Iteration 10Q: 3 clusters Score -3.552491e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286766 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -35526888.000000 Penalty: 6236.402832
	Iteration 11Q: 3 clusters Score -3.552689e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287667 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -35527804.000000 Penalty: 6236.402832
	Iteration 12Q: 3 clusters Score -3.55278e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287975 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -35528228.000000 Penalty: 6236.402832
	Iteration 13Q: 3 clusters Score -3.552823e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288100 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -35528292.000000 Penalty: 6236.402832
	Iteration 14Q: 3 clusters Score -3.552829e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288153 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -35528468.000000 Penalty: 6236.402832
	Iteration 15Q: 3 clusters Score -3.552847e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288184 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -35528496.000000 Penalty: 6236.402832
	Iteration 16Q: 3 clusters Score -3.55285e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288188 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -35528516.000000 Penalty: 6236.402832
	Iteration 17Q: 3 clusters Score -3.552852e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288193 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -35528556.000000 Penalty: 6236.402832
	Iteration 18Q: 3 clusters Score -3.552856e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288197 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -35528576.000000 Penalty: 6236.402832
	Iteration 19Q: 3 clusters Score -3.552858e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288203 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -35528588.000000 Penalty: 6236.402832
	Iteration 20F: 3 clusters Score -3.552859e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288207 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -35528600.000000 Penalty: 6236.402832
	Iteration 21Q: 3 clusters Score -3.55286e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288216 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -35528596.000000 Penalty: 6236.402832
	Iteration 22Q: 3 clusters Score -3.55286e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288221 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -35528604.000000 Penalty: 6236.402832
	Iteration 23Q: 3 clusters Score -3.55286e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288222 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -35528620.000000 Penalty: 6236.402832
	Iteration 24Q: 3 clusters Score -3.552862e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288222 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -35528604.000000 Penalty: 6236.402832
	Iteration 25Q: 3 clusters Score -3.55286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288220 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -35528612.000000 Penalty: 6236.402832
	Iteration 26Q: 3 clusters Score -3.552861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288222 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -35528600.000000 Penalty: 6236.402832
	Iteration 27Q: 3 clusters Score -3.55286e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288221 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -35528616.000000 Penalty: 6236.402832
	Iteration 28Q: 3 clusters Score -3.552862e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288220 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -35528604.000000 Penalty: 6236.402832
	Iteration 29Q: 3 clusters Score -3.55286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288222 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -35528616.000000 Penalty: 6236.402832
	Iteration 30Q: 3 clusters Score -3.552862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288224 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -35528616.000000 Penalty: 6236.402832
	Iteration 31Q: 3 clusters Score -3.552862e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288226 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -35528620.000000 Penalty: 6236.402832
	Iteration 32Q: 3 clusters Score -3.552862e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288232 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -35528624.000000 Penalty: 6236.402832
	Iteration 33Q: 3 clusters Score -3.552862e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288234 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -35528636.000000 Penalty: 6236.402832
	Iteration 34Q: 3 clusters Score -3.552864e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288235 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -35528660.000000 Penalty: 6236.402832
	Iteration 35Q: 3 clusters Score -3.552866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288234 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -35528652.000000 Penalty: 6236.402832
	Iteration 36Q: 3 clusters Score -3.552865e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288236 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -35528672.000000 Penalty: 6236.402832
	Iteration 37Q: 3 clusters Score -3.552867e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288234 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -35528656.000000 Penalty: 6236.402832
	Iteration 38Q: 3 clusters Score -3.552866e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288234 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -35528656.000000 Penalty: 6236.402832
	Iteration 39F: 3 clusters Score -3.552866e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (40862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40862 members 
Entering Unmasked Estep 
Score: -4946008.500000 Penalty: 2633.253174
	Iteration 0F: 2 clusters Score -4946008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -4918347.500000 Penalty: 5266.506348
	Iteration 0F: 3 clusters Score -4918348 nChanged 18663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -4928662.000000 Penalty: 5266.506348
	Iteration 1F: 3 clusters Score -4928662 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -4929337.500000 Penalty: 5266.506348
	Iteration 2Q: 3 clusters Score -4929338 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -4930268.000000 Penalty: 5266.506348
	Iteration 3Q: 3 clusters Score -4930268 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -4931781.500000 Penalty: 5266.506348
	Iteration 4F: 3 clusters Score -4931782 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -4934137.500000 Penalty: 5266.506348
	Iteration 5F: 3 clusters Score -4934138 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28446 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -4937125.000000 Penalty: 5266.506348
	Iteration 6F: 3 clusters Score -4937125 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31051 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -4940017.000000 Penalty: 5266.506348
	Iteration 7F: 3 clusters Score -4940017 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -4942179.500000 Penalty: 5266.506348
	Iteration 8F: 3 clusters Score -4942180 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -4943593.000000 Penalty: 5266.506348
	Iteration 9Q: 3 clusters Score -4943593 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35543 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -4944430.000000 Penalty: 5266.506348
	Iteration 10Q: 3 clusters Score -4944430 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36191 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -4944861.500000 Penalty: 5266.506348
	Iteration 11Q: 3 clusters Score -4944862 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36619 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -4945115.000000 Penalty: 5266.506348
	Iteration 12Q: 3 clusters Score -4945115 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36934 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -4945265.500000 Penalty: 5266.506348
	Iteration 13Q: 3 clusters Score -4945266 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -4945372.000000 Penalty: 5266.506348
	Iteration 14Q: 3 clusters Score -4945372 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37400 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -4945463.000000 Penalty: 5266.506348
	Iteration 15Q: 3 clusters Score -4945463 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37556 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -4945512.000000 Penalty: 5266.506348
	Iteration 16Q: 3 clusters Score -4945512 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37690 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -4945540.500000 Penalty: 5266.506348
	Iteration 17Q: 3 clusters Score -4945540 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37795 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -4945593.000000 Penalty: 5266.506348
	Iteration 18Q: 3 clusters Score -4945593 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37888 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -4945602.500000 Penalty: 5266.506348
	Iteration 19Q: 3 clusters Score -4945602 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37960 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -4945620.500000 Penalty: 5266.506348
	Iteration 20F: 3 clusters Score -4945620 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38024 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -4945642.500000 Penalty: 5266.506348
	Iteration 21Q: 3 clusters Score -4945642 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38076 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -4945653.000000 Penalty: 5266.506348
	Iteration 22Q: 3 clusters Score -4945653 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -4945668.000000 Penalty: 5266.506348
	Iteration 23Q: 3 clusters Score -4945668 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38162 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -4945684.500000 Penalty: 5266.506348
	Iteration 24Q: 3 clusters Score -4945684 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -4945694.000000 Penalty: 5266.506348
	Iteration 25Q: 3 clusters Score -4945694 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38218 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -4945707.500000 Penalty: 5266.506348
	Iteration 26Q: 3 clusters Score -4945708 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38241 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -4945710.000000 Penalty: 5266.506348
	Iteration 27Q: 3 clusters Score -4945710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38257 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -4945715.500000 Penalty: 5266.506348
	Iteration 28Q: 3 clusters Score -4945716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38270 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -4945719.000000 Penalty: 5266.506348
	Iteration 29Q: 3 clusters Score -4945719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38278 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -4945718.000000 Penalty: 5266.506348
	Iteration 30Q: 3 clusters Score -4945718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38287 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -4945717.000000 Penalty: 5266.506348
	Iteration 31Q: 3 clusters Score -4945717 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38302 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -4945715.500000 Penalty: 5266.506348
	Iteration 32Q: 3 clusters Score -4945716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38311 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -4945718.500000 Penalty: 5266.506348
	Iteration 33Q: 3 clusters Score -4945718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38320 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -4945721.000000 Penalty: 5266.506348
	Iteration 34Q: 3 clusters Score -4945721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -4945720.000000 Penalty: 5266.506348
	Iteration 35Q: 3 clusters Score -4945720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38333 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -4945721.000000 Penalty: 5266.506348
	Iteration 36Q: 3 clusters Score -4945721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38340 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -4945724.500000 Penalty: 5266.506348
	Iteration 37Q: 3 clusters Score -4945724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38344 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -4945725.500000 Penalty: 5266.506348
	Iteration 38Q: 3 clusters Score -4945726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -4945725.000000 Penalty: 5266.506348
	Iteration 39Q: 3 clusters Score -4945725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38347 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -4945723.500000 Penalty: 5266.506348
	Iteration 40F: 3 clusters Score -4945724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38350 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -4945725.500000 Penalty: 5266.506348
	Iteration 41Q: 3 clusters Score -4945726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -4945723.000000 Penalty: 5266.506348
	Iteration 42Q: 3 clusters Score -4945723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38360 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -4945728.500000 Penalty: 5266.506348
	Iteration 43Q: 3 clusters Score -4945728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38364 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -4945725.000000 Penalty: 5266.506348
	Iteration 44Q: 3 clusters Score -4945725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38366 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -4945723.500000 Penalty: 5266.506348
	Iteration 45Q: 3 clusters Score -4945724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38366 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -4945723.500000 Penalty: 5266.506348
	Iteration 46F: 3 clusters Score -4945724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Entering Unmasked Estep 
Score: -116240.609375 Penalty: 1728.741089
	Iteration 0F: 2 clusters Score -116240.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -114344.562500 Penalty: 3457.482178
	Iteration 0F: 3 clusters Score -114344.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -114834.445312 Penalty: 3457.482178
	Iteration 1F: 3 clusters Score -114834.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -115022.945312 Penalty: 3457.482178
	Iteration 2F: 3 clusters Score -115022.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -115179.726562 Penalty: 3457.482178
	Iteration 3F: 3 clusters Score -115179.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -115318.187500 Penalty: 3457.482178
	Iteration 4F: 3 clusters Score -115318.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -115476.156250 Penalty: 3457.482178
	Iteration 5F: 3 clusters Score -115476.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -115617.062500 Penalty: 3457.482178
	Iteration 6Q: 3 clusters Score -115617.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -115763.953125 Penalty: 3457.482178
	Iteration 7Q: 3 clusters Score -115764 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -115878.015625 Penalty: 3457.482178
	Iteration 8Q: 3 clusters Score -115878 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -115986.125000 Penalty: 3457.482178
	Iteration 9Q: 3 clusters Score -115986.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -116071.289062 Penalty: 3457.482178
	Iteration 10Q: 3 clusters Score -116071.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -116151.664062 Penalty: 3457.482178
	Iteration 11Q: 3 clusters Score -116151.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -116250.757812 Penalty: 3457.482178
	Iteration 12Q: 3 clusters Score -116250.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -116440.742188 Penalty: 3457.482178
	Iteration 13Q: 3 clusters Score -116440.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -116549.437500 Penalty: 3457.482178
	Iteration 14Q: 3 clusters Score -116549.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -116565.257812 Penalty: 3457.482178
	Iteration 15Q: 3 clusters Score -116565.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -116569.960938 Penalty: 3457.482178
	Iteration 16Q: 3 clusters Score -116570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -116571.164062 Penalty: 3457.482178
	Iteration 17Q: 3 clusters Score -116571.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -116571.164062 Penalty: 3457.482178
	Iteration 18F: 3 clusters Score -116571.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58666 members 
Mstep: Class 2 contains 156184 members 
Mstep: Class 3 contains 7314 members 
Mstep: Class 4 contains 179175 members 
Mstep: Class 5 contains 11054 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31554 members 
Mstep: Class 8 contains 21382 members 
Mstep: Class 9 contains 187389 members 
Mstep: Class 10 contains 6572 members 
Mstep: Class 11 contains 38560 members 
Mstep: Class 12 contains 8722 members 
Mstep: Class 13 contains 10578 members 
Mstep: Class 14 contains 8004 members 
Mstep: Class 15 contains 8389 members 
Mstep: Class 16 contains 9711 members 
Mstep: Class 17 contains 70122 members 
Mstep: Class 18 contains 5431 members 
Mstep: Class 19 contains 12369 members 
Mstep: Class 20 contains 2960 members 
Mstep: Class 21 contains 288772 members 
Mstep: Class 22 contains 40862 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 282268 members 
Mstep: Class 25 contains 16099 members 
Mstep: Class 26 contains 21596 members 
Mstep: Class 27 contains 16696 members 
Mstep: Class 28 contains 11417 members 
Mstep: Class 29 contains 6067 members 
Mstep: Class 30 contains 39518 members 
Mstep: Class 31 contains 2332 members 
Mstep: Class 32 contains 10531 members 
Mstep: Class 33 contains 8147 members 
Mstep: Class 34 contains 216640 members 
Mstep: Class 35 contains 171059 members 
Mstep: Class 36 contains 10328 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 10857 members 
Mstep: Class 39 contains 697 members 
Entering Unmasked Estep 
Score: -235410944.000000 Penalty: 140280.062500
Splitting cluster 23 changes total score from -235412016.000000 to -235410944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (282268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282268 members 
Entering Unmasked Estep 
Score: -34399572.000000 Penalty: 3112.552002
	Iteration 0F: 2 clusters Score -3.439957e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140874 members 
Mstep: Class 2 contains 141394 members 
Entering Unmasked Estep 
Score: -34232116.000000 Penalty: 6225.104004
	Iteration 0F: 3 clusters Score -3.423212e+07 nChanged 136399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137171 members 
Mstep: Class 2 contains 145097 members 
Entering Unmasked Estep 
Score: -34312324.000000 Penalty: 6225.104004
	Iteration 1F: 3 clusters Score -3.431232e+07 nChanged 6419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134754 members 
Mstep: Class 2 contains 147514 members 
Entering Unmasked Estep 
Score: -34313376.000000 Penalty: 6225.104004
	Iteration 2Q: 3 clusters Score -3.431338e+07 nChanged 7066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130750 members 
Mstep: Class 2 contains 151518 members 
Entering Unmasked Estep 
Score: -34315032.000000 Penalty: 6225.104004
	Iteration 3Q: 3 clusters Score -3.431503e+07 nChanged 8537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124189 members 
Mstep: Class 2 contains 158079 members 
Entering Unmasked Estep 
Score: -34317384.000000 Penalty: 6225.104004
	Iteration 4Q: 3 clusters Score -3.431738e+07 nChanged 11449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113898 members 
Mstep: Class 2 contains 168370 members 
Entering Unmasked Estep 
Score: -34321700.000000 Penalty: 6225.104004
	Iteration 5Q: 3 clusters Score -3.43217e+07 nChanged 16228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98240 members 
Mstep: Class 2 contains 184028 members 
Entering Unmasked Estep 
Score: -34329452.000000 Penalty: 6225.104004
	Iteration 6F: 3 clusters Score -3.432945e+07 nChanged 21383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77163 members 
Mstep: Class 2 contains 205105 members 
Entering Unmasked Estep 
Score: -34340940.000000 Penalty: 6225.104004
	Iteration 7F: 3 clusters Score -3.434094e+07 nChanged 23895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53456 members 
Mstep: Class 2 contains 228812 members 
Entering Unmasked Estep 
Score: -34354808.000000 Penalty: 6225.104004
	Iteration 8F: 3 clusters Score -3.435481e+07 nChanged 21696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 250404 members 
Entering Unmasked Estep 
Score: -34369960.000000 Penalty: 6225.104004
	Iteration 9F: 3 clusters Score -3.436996e+07 nChanged 15750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 266126 members 
Entering Unmasked Estep 
Score: -34382456.000000 Penalty: 6225.104004
	Iteration 10F: 3 clusters Score -3.438246e+07 nChanged 9013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 275133 members 
Entering Unmasked Estep 
Score: -34390040.000000 Penalty: 6225.104004
	Iteration 11Q: 3 clusters Score -3.439004e+07 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 279416 members 
Entering Unmasked Estep 
Score: -34393904.000000 Penalty: 6225.104004
	Iteration 12Q: 3 clusters Score -3.43939e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 281034 members 
Entering Unmasked Estep 
Score: -34395636.000000 Penalty: 6225.104004
	Iteration 13Q: 3 clusters Score -3.439564e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 281604 members 
Entering Unmasked Estep 
Score: -34396328.000000 Penalty: 6225.104004
	Iteration 14Q: 3 clusters Score -3.439633e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 281771 members 
Entering Unmasked Estep 
Score: -34396560.000000 Penalty: 6225.104004
	Iteration 15Q: 3 clusters Score -3.439656e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 281846 members 
Entering Unmasked Estep 
Score: -34396624.000000 Penalty: 6225.104004
	Iteration 16Q: 3 clusters Score -3.439662e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 281879 members 
Entering Unmasked Estep 
Score: -34396680.000000 Penalty: 6225.104004
	Iteration 17Q: 3 clusters Score -3.439668e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 281901 members 
Entering Unmasked Estep 
Score: -34396776.000000 Penalty: 6225.104004
	Iteration 18Q: 3 clusters Score -3.439678e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 281923 members 
Entering Unmasked Estep 
Score: -34396796.000000 Penalty: 6225.104004
	Iteration 19Q: 3 clusters Score -3.43968e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 281931 members 
Entering Unmasked Estep 
Score: -34396816.000000 Penalty: 6225.104004
	Iteration 20F: 3 clusters Score -3.439682e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 281931 members 
Entering Unmasked Estep 
Score: -34396808.000000 Penalty: 6225.104004
	Iteration 21Q: 3 clusters Score -3.439681e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 281937 members 
Entering Unmasked Estep 
Score: -34396828.000000 Penalty: 6225.104004
	Iteration 22Q: 3 clusters Score -3.439683e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 281936 members 
Entering Unmasked Estep 
Score: -34396860.000000 Penalty: 6225.104004
	Iteration 23Q: 3 clusters Score -3.439686e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 281942 members 
Entering Unmasked Estep 
Score: -34396848.000000 Penalty: 6225.104004
	Iteration 24Q: 3 clusters Score -3.439685e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 281943 members 
Entering Unmasked Estep 
Score: -34396868.000000 Penalty: 6225.104004
	Iteration 25Q: 3 clusters Score -3.439687e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 281944 members 
Entering Unmasked Estep 
Score: -34396864.000000 Penalty: 6225.104004
	Iteration 26Q: 3 clusters Score -3.439686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 281942 members 
Entering Unmasked Estep 
Score: -34396860.000000 Penalty: 6225.104004
	Iteration 27Q: 3 clusters Score -3.439686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 281941 members 
Entering Unmasked Estep 
Score: -34396860.000000 Penalty: 6225.104004
	Iteration 28Q: 3 clusters Score -3.439686e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 281941 members 
Entering Unmasked Estep 
Score: -34396860.000000 Penalty: 6225.104004
	Iteration 29F: 3 clusters Score -3.439686e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (16099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Entering Unmasked Estep 
Score: -1934181.375000 Penalty: 2402.254883
	Iteration 0F: 2 clusters Score -1934181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1922648.750000 Penalty: 4804.509766
	Iteration 0F: 3 clusters Score -1922649 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1926480.125000 Penalty: 4804.509766
	Iteration 1F: 3 clusters Score -1926480 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1926973.750000 Penalty: 4804.509766
	Iteration 2F: 3 clusters Score -1926974 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1927431.375000 Penalty: 4804.509766
	Iteration 3F: 3 clusters Score -1927431 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1927872.625000 Penalty: 4804.509766
	Iteration 4F: 3 clusters Score -1927873 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1928305.250000 Penalty: 4804.509766
	Iteration 5F: 3 clusters Score -1928305 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1928740.750000 Penalty: 4804.509766
	Iteration 6Q: 3 clusters Score -1928741 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1929162.875000 Penalty: 4804.509766
	Iteration 7Q: 3 clusters Score -1929163 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1929540.750000 Penalty: 4804.509766
	Iteration 8Q: 3 clusters Score -1929541 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1929899.750000 Penalty: 4804.509766
	Iteration 9Q: 3 clusters Score -1929900 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1930234.250000 Penalty: 4804.509766
	Iteration 10Q: 3 clusters Score -1930234 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1930602.125000 Penalty: 4804.509766
	Iteration 11Q: 3 clusters Score -1930602 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1931032.875000 Penalty: 4804.509766
	Iteration 12Q: 3 clusters Score -1931033 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1931545.500000 Penalty: 4804.509766
	Iteration 13Q: 3 clusters Score -1931546 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1932152.500000 Penalty: 4804.509766
	Iteration 14Q: 3 clusters Score -1932152 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1932595.250000 Penalty: 4804.509766
	Iteration 15Q: 3 clusters Score -1932595 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1932798.625000 Penalty: 4804.509766
	Iteration 16Q: 3 clusters Score -1932799 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1932873.000000 Penalty: 4804.509766
	Iteration 17Q: 3 clusters Score -1932873 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1932913.875000 Penalty: 4804.509766
	Iteration 18Q: 3 clusters Score -1932914 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1932939.125000 Penalty: 4804.509766
	Iteration 19Q: 3 clusters Score -1932939 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1932949.000000 Penalty: 4804.509766
	Iteration 20F: 3 clusters Score -1932949 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1932951.750000 Penalty: 4804.509766
	Iteration 21Q: 3 clusters Score -1932952 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1932960.875000 Penalty: 4804.509766
	Iteration 22Q: 3 clusters Score -1932961 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1932966.000000 Penalty: 4804.509766
	Iteration 23Q: 3 clusters Score -1932966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1932965.375000 Penalty: 4804.509766
	Iteration 24Q: 3 clusters Score -1932965 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1932964.875000 Penalty: 4804.509766
	Iteration 25Q: 3 clusters Score -1932965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1932965.375000 Penalty: 4804.509766
	Iteration 26Q: 3 clusters Score -1932965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1932965.500000 Penalty: 4804.509766
	Iteration 27Q: 3 clusters Score -1932966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1932965.750000 Penalty: 4804.509766
	Iteration 28Q: 3 clusters Score -1932966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1932968.375000 Penalty: 4804.509766
	Iteration 29Q: 3 clusters Score -1932968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1932967.375000 Penalty: 4804.509766
	Iteration 30Q: 3 clusters Score -1932967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1932967.000000 Penalty: 4804.509766
	Iteration 31Q: 3 clusters Score -1932967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1932968.250000 Penalty: 4804.509766
	Iteration 32Q: 3 clusters Score -1932968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1932970.750000 Penalty: 4804.509766
	Iteration 33Q: 3 clusters Score -1932971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1932967.875000 Penalty: 4804.509766
	Iteration 34Q: 3 clusters Score -1932968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1932967.500000 Penalty: 4804.509766
	Iteration 35Q: 3 clusters Score -1932968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1932967.500000 Penalty: 4804.509766
	Iteration 36F: 3 clusters Score -1932968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (21596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Entering Unmasked Estep 
Score: -2538596.250000 Penalty: 2475.105469
	Iteration 0F: 2 clusters Score -2538596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -2523511.500000 Penalty: 4950.210938
	Iteration 0F: 3 clusters Score -2523512 nChanged 9583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -2528571.500000 Penalty: 4950.210938
	Iteration 1F: 3 clusters Score -2528572 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -2529075.500000 Penalty: 4950.210938
	Iteration 2F: 3 clusters Score -2529076 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -2529503.000000 Penalty: 4950.210938
	Iteration 3F: 3 clusters Score -2529503 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -2529822.500000 Penalty: 4950.210938
	Iteration 4Q: 3 clusters Score -2529822 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -2530124.750000 Penalty: 4950.210938
	Iteration 5Q: 3 clusters Score -2530125 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -2530393.000000 Penalty: 4950.210938
	Iteration 6Q: 3 clusters Score -2530393 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -2530698.000000 Penalty: 4950.210938
	Iteration 7Q: 3 clusters Score -2530698 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -2531044.000000 Penalty: 4950.210938
	Iteration 8Q: 3 clusters Score -2531044 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -2531505.000000 Penalty: 4950.210938
	Iteration 9Q: 3 clusters Score -2531505 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -2532031.500000 Penalty: 4950.210938
	Iteration 10Q: 3 clusters Score -2532032 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -2532611.500000 Penalty: 4950.210938
	Iteration 11F: 3 clusters Score -2532612 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -2533161.000000 Penalty: 4950.210938
	Iteration 12Q: 3 clusters Score -2533161 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -2533636.750000 Penalty: 4950.210938
	Iteration 13Q: 3 clusters Score -2533637 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -2534069.250000 Penalty: 4950.210938
	Iteration 14Q: 3 clusters Score -2534069 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -2534552.000000 Penalty: 4950.210938
	Iteration 15Q: 3 clusters Score -2534552 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -2535117.000000 Penalty: 4950.210938
	Iteration 16Q: 3 clusters Score -2535117 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -2535540.750000 Penalty: 4950.210938
	Iteration 17Q: 3 clusters Score -2535541 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -2535843.750000 Penalty: 4950.210938
	Iteration 18Q: 3 clusters Score -2535844 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -2536064.000000 Penalty: 4950.210938
	Iteration 19Q: 3 clusters Score -2536064 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -2536251.750000 Penalty: 4950.210938
	Iteration 20F: 3 clusters Score -2536252 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -2536380.250000 Penalty: 4950.210938
	Iteration 21Q: 3 clusters Score -2536380 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -2536481.750000 Penalty: 4950.210938
	Iteration 22Q: 3 clusters Score -2536482 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -2536546.500000 Penalty: 4950.210938
	Iteration 23Q: 3 clusters Score -2536546 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -2536596.000000 Penalty: 4950.210938
	Iteration 24Q: 3 clusters Score -2536596 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -2536627.750000 Penalty: 4950.210938
	Iteration 25Q: 3 clusters Score -2536628 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -2536668.750000 Penalty: 4950.210938
	Iteration 26Q: 3 clusters Score -2536669 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -2536689.500000 Penalty: 4950.210938
	Iteration 27Q: 3 clusters Score -2536690 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -2536716.000000 Penalty: 4950.210938
	Iteration 28Q: 3 clusters Score -2536716 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -2536723.250000 Penalty: 4950.210938
	Iteration 29Q: 3 clusters Score -2536723 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -2536732.250000 Penalty: 4950.210938
	Iteration 30Q: 3 clusters Score -2536732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -2536739.750000 Penalty: 4950.210938
	Iteration 31Q: 3 clusters Score -2536740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -2536745.750000 Penalty: 4950.210938
	Iteration 32Q: 3 clusters Score -2536746 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -2536749.250000 Penalty: 4950.210938
	Iteration 33Q: 3 clusters Score -2536749 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -2536753.000000 Penalty: 4950.210938
	Iteration 34Q: 3 clusters Score -2536753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -2536756.250000 Penalty: 4950.210938
	Iteration 35Q: 3 clusters Score -2536756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -2536761.000000 Penalty: 4950.210938
	Iteration 36Q: 3 clusters Score -2536761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -2536762.000000 Penalty: 4950.210938
	Iteration 37Q: 3 clusters Score -2536762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -2536761.750000 Penalty: 4950.210938
	Iteration 38Q: 3 clusters Score -2536762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -2536769.750000 Penalty: 4950.210938
	Iteration 39Q: 3 clusters Score -2536770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -2536768.250000 Penalty: 4950.210938
	Iteration 40F: 3 clusters Score -2536768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -2536770.250000 Penalty: 4950.210938
	Iteration 41Q: 3 clusters Score -2536770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -2536769.750000 Penalty: 4950.210938
	Iteration 42Q: 3 clusters Score -2536770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -2536771.750000 Penalty: 4950.210938
	Iteration 43Q: 3 clusters Score -2536772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -2536773.500000 Penalty: 4950.210938
	Iteration 44Q: 3 clusters Score -2536774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -2536773.500000 Penalty: 4950.210938
	Iteration 45F: 3 clusters Score -2536774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Entering Unmasked Estep 
Score: -1971002.375000 Penalty: 2411.285156
	Iteration 0F: 2 clusters Score -1971002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1959101.500000 Penalty: 4822.570312
	Iteration 0F: 3 clusters Score -1959102 nChanged 7277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1963137.875000 Penalty: 4822.570312
	Iteration 1F: 3 clusters Score -1963138 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1963598.125000 Penalty: 4822.570312
	Iteration 2F: 3 clusters Score -1963598 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1964019.500000 Penalty: 4822.570312
	Iteration 3F: 3 clusters Score -1964020 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1964450.125000 Penalty: 4822.570312
	Iteration 4F: 3 clusters Score -1964450 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1964924.875000 Penalty: 4822.570312
	Iteration 5F: 3 clusters Score -1964925 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1965477.000000 Penalty: 4822.570312
	Iteration 6F: 3 clusters Score -1965477 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1966123.500000 Penalty: 4822.570312
	Iteration 7F: 3 clusters Score -1966124 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1966782.375000 Penalty: 4822.570312
	Iteration 8F: 3 clusters Score -1966782 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1967369.125000 Penalty: 4822.570312
	Iteration 9F: 3 clusters Score -1967369 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1967823.500000 Penalty: 4822.570312
	Iteration 10Q: 3 clusters Score -1967824 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1968217.625000 Penalty: 4822.570312
	Iteration 11Q: 3 clusters Score -1968218 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1968528.500000 Penalty: 4822.570312
	Iteration 12Q: 3 clusters Score -1968528 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1968786.125000 Penalty: 4822.570312
	Iteration 13Q: 3 clusters Score -1968786 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1968981.125000 Penalty: 4822.570312
	Iteration 14Q: 3 clusters Score -1968981 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1969131.625000 Penalty: 4822.570312
	Iteration 15Q: 3 clusters Score -1969132 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1969249.125000 Penalty: 4822.570312
	Iteration 16Q: 3 clusters Score -1969249 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1969342.000000 Penalty: 4822.570312
	Iteration 17Q: 3 clusters Score -1969342 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1969420.250000 Penalty: 4822.570312
	Iteration 18Q: 3 clusters Score -1969420 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1969460.250000 Penalty: 4822.570312
	Iteration 19Q: 3 clusters Score -1969460 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1969493.500000 Penalty: 4822.570312
	Iteration 20F: 3 clusters Score -1969494 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1969520.875000 Penalty: 4822.570312
	Iteration 21Q: 3 clusters Score -1969521 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1969536.000000 Penalty: 4822.570312
	Iteration 22Q: 3 clusters Score -1969536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1969544.625000 Penalty: 4822.570312
	Iteration 23Q: 3 clusters Score -1969545 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1969554.000000 Penalty: 4822.570312
	Iteration 24Q: 3 clusters Score -1969554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1969560.250000 Penalty: 4822.570312
	Iteration 25Q: 3 clusters Score -1969560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1969565.750000 Penalty: 4822.570312
	Iteration 26Q: 3 clusters Score -1969566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1969567.625000 Penalty: 4822.570312
	Iteration 27Q: 3 clusters Score -1969568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1969570.000000 Penalty: 4822.570312
	Iteration 28Q: 3 clusters Score -1969570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1969575.250000 Penalty: 4822.570312
	Iteration 29Q: 3 clusters Score -1969575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1969574.500000 Penalty: 4822.570312
	Iteration 30Q: 3 clusters Score -1969574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1969579.125000 Penalty: 4822.570312
	Iteration 31Q: 3 clusters Score -1969579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1969579.250000 Penalty: 4822.570312
	Iteration 32Q: 3 clusters Score -1969579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1969579.875000 Penalty: 4822.570312
	Iteration 33Q: 3 clusters Score -1969580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1969579.875000 Penalty: 4822.570312
	Iteration 34F: 3 clusters Score -1969580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Entering Unmasked Estep 
Score: -1323385.125000 Penalty: 2317.028809
	Iteration 0F: 2 clusters Score -1323385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1314832.750000 Penalty: 4634.057617
	Iteration 0F: 3 clusters Score -1314833 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1317460.375000 Penalty: 4634.057617
	Iteration 1F: 3 clusters Score -1317460 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1317872.250000 Penalty: 4634.057617
	Iteration 2F: 3 clusters Score -1317872 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1318193.250000 Penalty: 4634.057617
	Iteration 3F: 3 clusters Score -1318193 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1318453.000000 Penalty: 4634.057617
	Iteration 4F: 3 clusters Score -1318453 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1318676.625000 Penalty: 4634.057617
	Iteration 5Q: 3 clusters Score -1318677 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1318895.500000 Penalty: 4634.057617
	Iteration 6Q: 3 clusters Score -1318896 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1319128.250000 Penalty: 4634.057617
	Iteration 7Q: 3 clusters Score -1319128 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1319359.375000 Penalty: 4634.057617
	Iteration 8Q: 3 clusters Score -1319359 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1319580.875000 Penalty: 4634.057617
	Iteration 9Q: 3 clusters Score -1319581 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1319799.000000 Penalty: 4634.057617
	Iteration 10Q: 3 clusters Score -1319799 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1320029.375000 Penalty: 4634.057617
	Iteration 11Q: 3 clusters Score -1320029 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1320245.500000 Penalty: 4634.057617
	Iteration 12Q: 3 clusters Score -1320246 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1320461.375000 Penalty: 4634.057617
	Iteration 13Q: 3 clusters Score -1320461 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1320640.625000 Penalty: 4634.057617
	Iteration 14Q: 3 clusters Score -1320641 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1320796.125000 Penalty: 4634.057617
	Iteration 15Q: 3 clusters Score -1320796 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1320934.750000 Penalty: 4634.057617
	Iteration 16Q: 3 clusters Score -1320935 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1321045.125000 Penalty: 4634.057617
	Iteration 17Q: 3 clusters Score -1321045 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1321142.875000 Penalty: 4634.057617
	Iteration 18Q: 3 clusters Score -1321143 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1321217.875000 Penalty: 4634.057617
	Iteration 19Q: 3 clusters Score -1321218 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1321273.125000 Penalty: 4634.057617
	Iteration 20F: 3 clusters Score -1321273 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1321327.125000 Penalty: 4634.057617
	Iteration 21Q: 3 clusters Score -1321327 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1321373.125000 Penalty: 4634.057617
	Iteration 22Q: 3 clusters Score -1321373 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1321415.625000 Penalty: 4634.057617
	Iteration 23Q: 3 clusters Score -1321416 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1321445.750000 Penalty: 4634.057617
	Iteration 24Q: 3 clusters Score -1321446 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1321461.500000 Penalty: 4634.057617
	Iteration 25Q: 3 clusters Score -1321462 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1321476.000000 Penalty: 4634.057617
	Iteration 26Q: 3 clusters Score -1321476 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1321486.125000 Penalty: 4634.057617
	Iteration 27Q: 3 clusters Score -1321486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1321497.750000 Penalty: 4634.057617
	Iteration 28Q: 3 clusters Score -1321498 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1321508.500000 Penalty: 4634.057617
	Iteration 29Q: 3 clusters Score -1321508 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1321519.875000 Penalty: 4634.057617
	Iteration 30Q: 3 clusters Score -1321520 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1321524.500000 Penalty: 4634.057617
	Iteration 31Q: 3 clusters Score -1321524 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1321534.500000 Penalty: 4634.057617
	Iteration 32Q: 3 clusters Score -1321534 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1321539.375000 Penalty: 4634.057617
	Iteration 33Q: 3 clusters Score -1321539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1321540.875000 Penalty: 4634.057617
	Iteration 34Q: 3 clusters Score -1321541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1321544.375000 Penalty: 4634.057617
	Iteration 35Q: 3 clusters Score -1321544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1321546.375000 Penalty: 4634.057617
	Iteration 36Q: 3 clusters Score -1321546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1321548.625000 Penalty: 4634.057617
	Iteration 37Q: 3 clusters Score -1321549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1321552.375000 Penalty: 4634.057617
	Iteration 38Q: 3 clusters Score -1321552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1321553.000000 Penalty: 4634.057617
	Iteration 39Q: 3 clusters Score -1321553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1321554.000000 Penalty: 4634.057617
	Iteration 40F: 3 clusters Score -1321554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1321557.750000 Penalty: 4634.057617
	Iteration 41Q: 3 clusters Score -1321558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1321556.875000 Penalty: 4634.057617
	Iteration 42Q: 3 clusters Score -1321557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1321559.250000 Penalty: 4634.057617
	Iteration 43Q: 3 clusters Score -1321559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1321559.000000 Penalty: 4634.057617
	Iteration 44Q: 3 clusters Score -1321559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1321562.875000 Penalty: 4634.057617
	Iteration 45Q: 3 clusters Score -1321563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1321565.875000 Penalty: 4634.057617
	Iteration 46Q: 3 clusters Score -1321566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1321569.625000 Penalty: 4634.057617
	Iteration 47Q: 3 clusters Score -1321570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1321570.500000 Penalty: 4634.057617
	Iteration 48Q: 3 clusters Score -1321570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1321568.750000 Penalty: 4634.057617
	Iteration 49Q: 3 clusters Score -1321569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1321572.375000 Penalty: 4634.057617
	Iteration 50Q: 3 clusters Score -1321572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1321574.375000 Penalty: 4634.057617
	Iteration 51Q: 3 clusters Score -1321574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1321579.250000 Penalty: 4634.057617
	Iteration 52Q: 3 clusters Score -1321579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1321582.375000 Penalty: 4634.057617
	Iteration 53Q: 3 clusters Score -1321582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1321584.875000 Penalty: 4634.057617
	Iteration 54Q: 3 clusters Score -1321585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1321588.250000 Penalty: 4634.057617
	Iteration 55Q: 3 clusters Score -1321588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1321588.000000 Penalty: 4634.057617
	Iteration 56Q: 3 clusters Score -1321588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1321590.750000 Penalty: 4634.057617
	Iteration 57Q: 3 clusters Score -1321591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1321596.000000 Penalty: 4634.057617
	Iteration 58Q: 3 clusters Score -1321596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1321596.375000 Penalty: 4634.057617
	Iteration 59Q: 3 clusters Score -1321596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1321596.625000 Penalty: 4634.057617
	Iteration 60F: 3 clusters Score -1321597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1321597.125000 Penalty: 4634.057617
	Iteration 61Q: 3 clusters Score -1321597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1321597.125000 Penalty: 4634.057617
	Iteration 62Q: 3 clusters Score -1321597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1321597.625000 Penalty: 4634.057617
	Iteration 63Q: 3 clusters Score -1321598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1321597.625000 Penalty: 4634.057617
	Iteration 64F: 3 clusters Score -1321598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Entering Unmasked Estep 
Score: -677390.375000 Penalty: 2160.233643
	Iteration 0F: 2 clusters Score -677390.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -672243.000000 Penalty: 4320.467285
	Iteration 0F: 3 clusters Score -672243 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -673694.562500 Penalty: 4320.467285
	Iteration 1F: 3 clusters Score -673694.6 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -674156.125000 Penalty: 4320.467285
	Iteration 2F: 3 clusters Score -674156.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -674578.937500 Penalty: 4320.467285
	Iteration 3F: 3 clusters Score -674578.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -674905.437500 Penalty: 4320.467285
	Iteration 4F: 3 clusters Score -674905.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -675192.500000 Penalty: 4320.467285
	Iteration 5F: 3 clusters Score -675192.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -675465.250000 Penalty: 4320.467285
	Iteration 6F: 3 clusters Score -675465.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -675622.250000 Penalty: 4320.467285
	Iteration 7Q: 3 clusters Score -675622.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -675721.625000 Penalty: 4320.467285
	Iteration 8Q: 3 clusters Score -675721.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -675789.000000 Penalty: 4320.467285
	Iteration 9Q: 3 clusters Score -675789 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -675835.687500 Penalty: 4320.467285
	Iteration 10Q: 3 clusters Score -675835.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -675862.250000 Penalty: 4320.467285
	Iteration 11Q: 3 clusters Score -675862.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -675878.437500 Penalty: 4320.467285
	Iteration 12Q: 3 clusters Score -675878.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -675884.687500 Penalty: 4320.467285
	Iteration 13Q: 3 clusters Score -675884.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -675889.250000 Penalty: 4320.467285
	Iteration 14Q: 3 clusters Score -675889.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -675894.375000 Penalty: 4320.467285
	Iteration 15Q: 3 clusters Score -675894.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -675898.812500 Penalty: 4320.467285
	Iteration 16Q: 3 clusters Score -675898.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -675900.687500 Penalty: 4320.467285
	Iteration 17Q: 3 clusters Score -675900.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -675905.187500 Penalty: 4320.467285
	Iteration 18Q: 3 clusters Score -675905.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -675908.562500 Penalty: 4320.467285
	Iteration 19Q: 3 clusters Score -675908.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -675911.250000 Penalty: 4320.467285
	Iteration 20F: 3 clusters Score -675911.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -675910.750000 Penalty: 4320.467285
	Iteration 21Q: 3 clusters Score -675910.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -675913.250000 Penalty: 4320.467285
	Iteration 22Q: 3 clusters Score -675913.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -675914.062500 Penalty: 4320.467285
	Iteration 23Q: 3 clusters Score -675914.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -675914.937500 Penalty: 4320.467285
	Iteration 24Q: 3 clusters Score -675914.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -675919.250000 Penalty: 4320.467285
	Iteration 25Q: 3 clusters Score -675919.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -675921.875000 Penalty: 4320.467285
	Iteration 26Q: 3 clusters Score -675921.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -675922.437500 Penalty: 4320.467285
	Iteration 27Q: 3 clusters Score -675922.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -675925.250000 Penalty: 4320.467285
	Iteration 28Q: 3 clusters Score -675925.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -675926.312500 Penalty: 4320.467285
	Iteration 29Q: 3 clusters Score -675926.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -675927.875000 Penalty: 4320.467285
	Iteration 30Q: 3 clusters Score -675927.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -675929.125000 Penalty: 4320.467285
	Iteration 31Q: 3 clusters Score -675929.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -675928.812500 Penalty: 4320.467285
	Iteration 32Q: 3 clusters Score -675928.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -675929.250000 Penalty: 4320.467285
	Iteration 33Q: 3 clusters Score -675929.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -675929.250000 Penalty: 4320.467285
	Iteration 34F: 3 clusters Score -675929.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (39518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39518 members 
Entering Unmasked Estep 
Score: -4430101.000000 Penalty: 2624.958984
	Iteration 0F: 2 clusters Score -4430101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -4403422.000000 Penalty: 5249.917969
	Iteration 0F: 3 clusters Score -4403422 nChanged 18244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -4414048.500000 Penalty: 5249.917969
	Iteration 1F: 3 clusters Score -4414048 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -4415400.000000 Penalty: 5249.917969
	Iteration 2F: 3 clusters Score -4415400 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -4416993.500000 Penalty: 5249.917969
	Iteration 3F: 3 clusters Score -4416994 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -4418905.000000 Penalty: 5249.917969
	Iteration 4F: 3 clusters Score -4418905 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29340 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -4420981.500000 Penalty: 5249.917969
	Iteration 5F: 3 clusters Score -4420982 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31770 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -4423201.000000 Penalty: 5249.917969
	Iteration 6F: 3 clusters Score -4423201 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33915 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -4425105.500000 Penalty: 5249.917969
	Iteration 7F: 3 clusters Score -4425106 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -4426534.500000 Penalty: 5249.917969
	Iteration 8Q: 3 clusters Score -4426534 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36592 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -4427449.000000 Penalty: 5249.917969
	Iteration 9Q: 3 clusters Score -4427449 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37211 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -4428049.000000 Penalty: 5249.917969
	Iteration 10Q: 3 clusters Score -4428049 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37567 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -4428406.500000 Penalty: 5249.917969
	Iteration 11Q: 3 clusters Score -4428406 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4428647.000000 Penalty: 5249.917969
	Iteration 12Q: 3 clusters Score -4428647 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37892 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -4428806.500000 Penalty: 5249.917969
	Iteration 13Q: 3 clusters Score -4428806 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37953 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -4428855.000000 Penalty: 5249.917969
	Iteration 14Q: 3 clusters Score -4428855 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37974 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -4428891.500000 Penalty: 5249.917969
	Iteration 15Q: 3 clusters Score -4428892 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37997 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -4428907.000000 Penalty: 5249.917969
	Iteration 16Q: 3 clusters Score -4428907 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38021 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -4428925.500000 Penalty: 5249.917969
	Iteration 17Q: 3 clusters Score -4428926 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38042 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -4428935.000000 Penalty: 5249.917969
	Iteration 18Q: 3 clusters Score -4428935 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38058 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -4428940.500000 Penalty: 5249.917969
	Iteration 19Q: 3 clusters Score -4428940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38064 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -4428940.000000 Penalty: 5249.917969
	Iteration 20F: 3 clusters Score -4428940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38077 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -4428960.500000 Penalty: 5249.917969
	Iteration 21Q: 3 clusters Score -4428960 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38090 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4428964.000000 Penalty: 5249.917969
	Iteration 22Q: 3 clusters Score -4428964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38110 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -4428977.000000 Penalty: 5249.917969
	Iteration 23Q: 3 clusters Score -4428977 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38122 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -4428978.500000 Penalty: 5249.917969
	Iteration 24Q: 3 clusters Score -4428978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38132 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -4428981.500000 Penalty: 5249.917969
	Iteration 25Q: 3 clusters Score -4428982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38145 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -4428990.500000 Penalty: 5249.917969
	Iteration 26Q: 3 clusters Score -4428990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38158 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -4428992.000000 Penalty: 5249.917969
	Iteration 27Q: 3 clusters Score -4428992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -4428988.000000 Penalty: 5249.917969
	Iteration 28Q: 3 clusters Score -4428988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38181 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -4428997.500000 Penalty: 5249.917969
	Iteration 29Q: 3 clusters Score -4428998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38196 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -4429004.000000 Penalty: 5249.917969
	Iteration 30Q: 3 clusters Score -4429004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38209 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -4429000.000000 Penalty: 5249.917969
	Iteration 31Q: 3 clusters Score -4429000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -4429003.500000 Penalty: 5249.917969
	Iteration 32Q: 3 clusters Score -4429004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -4429017.000000 Penalty: 5249.917969
	Iteration 33Q: 3 clusters Score -4429017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38233 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -4429020.500000 Penalty: 5249.917969
	Iteration 34Q: 3 clusters Score -4429020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38237 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -4429027.000000 Penalty: 5249.917969
	Iteration 35Q: 3 clusters Score -4429027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -4429019.500000 Penalty: 5249.917969
	Iteration 36Q: 3 clusters Score -4429020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38241 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -4429020.000000 Penalty: 5249.917969
	Iteration 37Q: 3 clusters Score -4429020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38245 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -4429021.000000 Penalty: 5249.917969
	Iteration 38Q: 3 clusters Score -4429021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38246 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -4429017.000000 Penalty: 5249.917969
	Iteration 39Q: 3 clusters Score -4429017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38250 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -4429021.000000 Penalty: 5249.917969
	Iteration 40F: 3 clusters Score -4429021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38254 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -4429027.500000 Penalty: 5249.917969
	Iteration 41Q: 3 clusters Score -4429028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -4429029.500000 Penalty: 5249.917969
	Iteration 42Q: 3 clusters Score -4429030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38261 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -4429039.000000 Penalty: 5249.917969
	Iteration 43Q: 3 clusters Score -4429039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38264 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -4429039.000000 Penalty: 5249.917969
	Iteration 44Q: 3 clusters Score -4429039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38259 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -4429040.500000 Penalty: 5249.917969
	Iteration 45Q: 3 clusters Score -4429040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38263 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -4429043.500000 Penalty: 5249.917969
	Iteration 46Q: 3 clusters Score -4429044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38265 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4429049.500000 Penalty: 5249.917969
	Iteration 47Q: 3 clusters Score -4429050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38268 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -4429048.000000 Penalty: 5249.917969
	Iteration 48Q: 3 clusters Score -4429048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38269 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -4429049.500000 Penalty: 5249.917969
	Iteration 49Q: 3 clusters Score -4429050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38270 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -4429050.000000 Penalty: 5249.917969
	Iteration 50Q: 3 clusters Score -4429050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38269 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -4429052.000000 Penalty: 5249.917969
	Iteration 51Q: 3 clusters Score -4429052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -4429049.500000 Penalty: 5249.917969
	Iteration 52Q: 3 clusters Score -4429050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -4429049.000000 Penalty: 5249.917969
	Iteration 53Q: 3 clusters Score -4429049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38265 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4429045.000000 Penalty: 5249.917969
	Iteration 54Q: 3 clusters Score -4429045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38265 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4429045.000000 Penalty: 5249.917969
	Iteration 55F: 3 clusters Score -4429045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -269446.437500 Penalty: 1923.111328
	Iteration 0F: 2 clusters Score -269446.4 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 1117 members 
Entering Unmasked Estep 
Score: -266626.531250 Penalty: 3846.222656
	Iteration 0F: 3 clusters Score -266626.5 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -267163.218750 Penalty: 3846.222656
	Iteration 1F: 3 clusters Score -267163.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -267279.375000 Penalty: 3846.222656
	Iteration 2F: 3 clusters Score -267279.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -267358.875000 Penalty: 3846.222656
	Iteration 3Q: 3 clusters Score -267358.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -267402.937500 Penalty: 3846.222656
	Iteration 4Q: 3 clusters Score -267402.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -267430.218750 Penalty: 3846.222656
	Iteration 5Q: 3 clusters Score -267430.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -267443.937500 Penalty: 3846.222656
	Iteration 6Q: 3 clusters Score -267443.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -267452.656250 Penalty: 3846.222656
	Iteration 7Q: 3 clusters Score -267452.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -267458.656250 Penalty: 3846.222656
	Iteration 8Q: 3 clusters Score -267458.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -267463.406250 Penalty: 3846.222656
	Iteration 9Q: 3 clusters Score -267463.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -267464.875000 Penalty: 3846.222656
	Iteration 10Q: 3 clusters Score -267464.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -267465.812500 Penalty: 3846.222656
	Iteration 11Q: 3 clusters Score -267465.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -267466.125000 Penalty: 3846.222656
	Iteration 12Q: 3 clusters Score -267466.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -267466.125000 Penalty: 3846.222656
	Iteration 13F: 3 clusters Score -267466.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Entering Unmasked Estep 
Score: -1225675.625000 Penalty: 2296.995361
	Iteration 0F: 2 clusters Score -1225676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1217677.875000 Penalty: 4593.990723
	Iteration 0F: 3 clusters Score -1217678 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1220214.125000 Penalty: 4593.990723
	Iteration 1F: 3 clusters Score -1220214 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1220811.125000 Penalty: 4593.990723
	Iteration 2F: 3 clusters Score -1220811 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1221382.500000 Penalty: 4593.990723
	Iteration 3F: 3 clusters Score -1221382 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1221865.375000 Penalty: 4593.990723
	Iteration 4F: 3 clusters Score -1221865 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1222283.000000 Penalty: 4593.990723
	Iteration 5F: 3 clusters Score -1222283 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1222669.875000 Penalty: 4593.990723
	Iteration 6F: 3 clusters Score -1222670 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1222986.500000 Penalty: 4593.990723
	Iteration 7Q: 3 clusters Score -1222986 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1223261.500000 Penalty: 4593.990723
	Iteration 8Q: 3 clusters Score -1223262 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1223496.625000 Penalty: 4593.990723
	Iteration 9Q: 3 clusters Score -1223497 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1223692.875000 Penalty: 4593.990723
	Iteration 10Q: 3 clusters Score -1223693 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1223879.125000 Penalty: 4593.990723
	Iteration 11Q: 3 clusters Score -1223879 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1224010.125000 Penalty: 4593.990723
	Iteration 12Q: 3 clusters Score -1224010 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1224092.500000 Penalty: 4593.990723
	Iteration 13Q: 3 clusters Score -1224092 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1224158.375000 Penalty: 4593.990723
	Iteration 14Q: 3 clusters Score -1224158 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1224197.500000 Penalty: 4593.990723
	Iteration 15Q: 3 clusters Score -1224198 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1224226.500000 Penalty: 4593.990723
	Iteration 16Q: 3 clusters Score -1224226 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1224240.625000 Penalty: 4593.990723
	Iteration 17Q: 3 clusters Score -1224241 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1224256.000000 Penalty: 4593.990723
	Iteration 18Q: 3 clusters Score -1224256 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1224264.875000 Penalty: 4593.990723
	Iteration 19Q: 3 clusters Score -1224265 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1224274.875000 Penalty: 4593.990723
	Iteration 20F: 3 clusters Score -1224275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1224281.625000 Penalty: 4593.990723
	Iteration 21Q: 3 clusters Score -1224282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1224285.000000 Penalty: 4593.990723
	Iteration 22Q: 3 clusters Score -1224285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1224290.250000 Penalty: 4593.990723
	Iteration 23Q: 3 clusters Score -1224290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1224294.125000 Penalty: 4593.990723
	Iteration 24Q: 3 clusters Score -1224294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1224298.875000 Penalty: 4593.990723
	Iteration 25Q: 3 clusters Score -1224299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1224303.500000 Penalty: 4593.990723
	Iteration 26Q: 3 clusters Score -1224304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1224304.500000 Penalty: 4593.990723
	Iteration 27Q: 3 clusters Score -1224304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1224307.875000 Penalty: 4593.990723
	Iteration 28Q: 3 clusters Score -1224308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1224304.375000 Penalty: 4593.990723
	Iteration 29Q: 3 clusters Score -1224304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1224306.625000 Penalty: 4593.990723
	Iteration 30Q: 3 clusters Score -1224307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1224310.500000 Penalty: 4593.990723
	Iteration 31Q: 3 clusters Score -1224310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1224310.500000 Penalty: 4593.990723
	Iteration 32F: 3 clusters Score -1224310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Entering Unmasked Estep 
Score: -993216.437500 Penalty: 2233.340576
	Iteration 0F: 2 clusters Score -993216.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -986735.625000 Penalty: 4466.681152
	Iteration 0F: 3 clusters Score -986735.6 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -988377.437500 Penalty: 4466.681152
	Iteration 1F: 3 clusters Score -988377.4 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -988650.875000 Penalty: 4466.681152
	Iteration 2F: 3 clusters Score -988650.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -988870.062500 Penalty: 4466.681152
	Iteration 3F: 3 clusters Score -988870.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -989071.500000 Penalty: 4466.681152
	Iteration 4Q: 3 clusters Score -989071.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -989234.625000 Penalty: 4466.681152
	Iteration 5Q: 3 clusters Score -989234.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -989360.500000 Penalty: 4466.681152
	Iteration 6Q: 3 clusters Score -989360.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -989463.500000 Penalty: 4466.681152
	Iteration 7Q: 3 clusters Score -989463.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -989574.375000 Penalty: 4466.681152
	Iteration 8Q: 3 clusters Score -989574.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -989686.812500 Penalty: 4466.681152
	Iteration 9Q: 3 clusters Score -989686.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -989797.062500 Penalty: 4466.681152
	Iteration 10Q: 3 clusters Score -989797.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -989915.875000 Penalty: 4466.681152
	Iteration 11Q: 3 clusters Score -989915.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -990021.062500 Penalty: 4466.681152
	Iteration 12Q: 3 clusters Score -990021.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -990124.000000 Penalty: 4466.681152
	Iteration 13Q: 3 clusters Score -990124 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -990232.750000 Penalty: 4466.681152
	Iteration 14Q: 3 clusters Score -990232.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -990356.875000 Penalty: 4466.681152
	Iteration 15Q: 3 clusters Score -990356.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -990483.750000 Penalty: 4466.681152
	Iteration 16Q: 3 clusters Score -990483.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -990606.250000 Penalty: 4466.681152
	Iteration 17Q: 3 clusters Score -990606.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -990721.625000 Penalty: 4466.681152
	Iteration 18Q: 3 clusters Score -990721.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -990818.750000 Penalty: 4466.681152
	Iteration 19Q: 3 clusters Score -990818.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -990917.437500 Penalty: 4466.681152
	Iteration 20F: 3 clusters Score -990917.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -991021.250000 Penalty: 4466.681152
	Iteration 21Q: 3 clusters Score -991021.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -991102.812500 Penalty: 4466.681152
	Iteration 22Q: 3 clusters Score -991102.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -991178.312500 Penalty: 4466.681152
	Iteration 23Q: 3 clusters Score -991178.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -991250.250000 Penalty: 4466.681152
	Iteration 24Q: 3 clusters Score -991250.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -991299.500000 Penalty: 4466.681152
	Iteration 25Q: 3 clusters Score -991299.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -991329.000000 Penalty: 4466.681152
	Iteration 26Q: 3 clusters Score -991329 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -991346.812500 Penalty: 4466.681152
	Iteration 27Q: 3 clusters Score -991346.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -991363.687500 Penalty: 4466.681152
	Iteration 28Q: 3 clusters Score -991363.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -991374.812500 Penalty: 4466.681152
	Iteration 29Q: 3 clusters Score -991374.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -991380.500000 Penalty: 4466.681152
	Iteration 30Q: 3 clusters Score -991380.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -991385.000000 Penalty: 4466.681152
	Iteration 31Q: 3 clusters Score -991385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -991389.562500 Penalty: 4466.681152
	Iteration 32Q: 3 clusters Score -991389.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -991398.687500 Penalty: 4466.681152
	Iteration 33Q: 3 clusters Score -991398.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -991402.875000 Penalty: 4466.681152
	Iteration 34Q: 3 clusters Score -991402.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -991406.250000 Penalty: 4466.681152
	Iteration 35Q: 3 clusters Score -991406.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -991410.687500 Penalty: 4466.681152
	Iteration 36Q: 3 clusters Score -991410.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -991411.812500 Penalty: 4466.681152
	Iteration 37Q: 3 clusters Score -991411.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -991415.500000 Penalty: 4466.681152
	Iteration 38Q: 3 clusters Score -991415.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -991416.625000 Penalty: 4466.681152
	Iteration 39Q: 3 clusters Score -991416.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -991419.500000 Penalty: 4466.681152
	Iteration 40F: 3 clusters Score -991419.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -991419.000000 Penalty: 4466.681152
	Iteration 41Q: 3 clusters Score -991419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -991419.000000 Penalty: 4466.681152
	Iteration 42F: 3 clusters Score -991419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (216640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216640 members 
Entering Unmasked Estep 
Score: -26558516.000000 Penalty: 3046.926270
	Iteration 0F: 2 clusters Score -2.655852e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108515 members 
Mstep: Class 2 contains 108125 members 
Entering Unmasked Estep 
Score: -26417770.000000 Penalty: 6093.852539
	Iteration 0F: 3 clusters Score -2.641777e+07 nChanged 104200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112459 members 
Mstep: Class 2 contains 104181 members 
Entering Unmasked Estep 
Score: -26479530.000000 Penalty: 6093.852539
	Iteration 1F: 3 clusters Score -2.647953e+07 nChanged 6922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115281 members 
Mstep: Class 2 contains 101359 members 
Entering Unmasked Estep 
Score: -26480960.000000 Penalty: 6093.852539
	Iteration 2Q: 3 clusters Score -2.648096e+07 nChanged 7665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119806 members 
Mstep: Class 2 contains 96834 members 
Entering Unmasked Estep 
Score: -26483148.000000 Penalty: 6093.852539
	Iteration 3Q: 3 clusters Score -2.648315e+07 nChanged 9176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126732 members 
Mstep: Class 2 contains 89908 members 
Entering Unmasked Estep 
Score: -26486918.000000 Penalty: 6093.852539
	Iteration 4Q: 3 clusters Score -2.648692e+07 nChanged 11668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136958 members 
Mstep: Class 2 contains 79682 members 
Entering Unmasked Estep 
Score: -26492840.000000 Penalty: 6093.852539
	Iteration 5F: 3 clusters Score -2.649284e+07 nChanged 14526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150696 members 
Mstep: Class 2 contains 65944 members 
Entering Unmasked Estep 
Score: -26502232.000000 Penalty: 6093.852539
	Iteration 6F: 3 clusters Score -2.650223e+07 nChanged 17138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167408 members 
Mstep: Class 2 contains 49232 members 
Entering Unmasked Estep 
Score: -26516056.000000 Penalty: 6093.852539
	Iteration 7F: 3 clusters Score -2.651606e+07 nChanged 17415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184689 members 
Mstep: Class 2 contains 31951 members 
Entering Unmasked Estep 
Score: -26531664.000000 Penalty: 6093.852539
	Iteration 8F: 3 clusters Score -2.653166e+07 nChanged 14465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199096 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -26543654.000000 Penalty: 6093.852539
	Iteration 9F: 3 clusters Score -2.654365e+07 nChanged 9033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208109 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -26550444.000000 Penalty: 6093.852539
	Iteration 10Q: 3 clusters Score -2.655044e+07 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212678 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -26553498.000000 Penalty: 6093.852539
	Iteration 11Q: 3 clusters Score -2.65535e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214753 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -26554856.000000 Penalty: 6093.852539
	Iteration 12Q: 3 clusters Score -2.655486e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215556 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -26555334.000000 Penalty: 6093.852539
	Iteration 13Q: 3 clusters Score -2.655533e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215858 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -26555632.000000 Penalty: 6093.852539
	Iteration 14Q: 3 clusters Score -2.655563e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215980 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -26555758.000000 Penalty: 6093.852539
	Iteration 15Q: 3 clusters Score -2.655576e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216032 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -26555860.000000 Penalty: 6093.852539
	Iteration 16Q: 3 clusters Score -2.655586e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216048 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -26555956.000000 Penalty: 6093.852539
	Iteration 17Q: 3 clusters Score -2.655596e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216060 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -26555986.000000 Penalty: 6093.852539
	Iteration 18Q: 3 clusters Score -2.655599e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216072 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -26555976.000000 Penalty: 6093.852539
	Iteration 19Q: 3 clusters Score -2.655598e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216077 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -26556006.000000 Penalty: 6093.852539
	Iteration 20F: 3 clusters Score -2.655601e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216082 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -26556044.000000 Penalty: 6093.852539
	Iteration 21Q: 3 clusters Score -2.655604e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216084 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -26556056.000000 Penalty: 6093.852539
	Iteration 22Q: 3 clusters Score -2.655606e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216084 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -26556084.000000 Penalty: 6093.852539
	Iteration 23Q: 3 clusters Score -2.655608e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216081 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -26556068.000000 Penalty: 6093.852539
	Iteration 24Q: 3 clusters Score -2.655607e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216080 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -26556086.000000 Penalty: 6093.852539
	Iteration 25Q: 3 clusters Score -2.655609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216077 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -26556100.000000 Penalty: 6093.852539
	Iteration 26Q: 3 clusters Score -2.65561e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216075 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -26556104.000000 Penalty: 6093.852539
	Iteration 27Q: 3 clusters Score -2.65561e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216079 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -26556080.000000 Penalty: 6093.852539
	Iteration 28Q: 3 clusters Score -2.655608e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216081 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -26556102.000000 Penalty: 6093.852539
	Iteration 29Q: 3 clusters Score -2.65561e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216085 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -26556114.000000 Penalty: 6093.852539
	Iteration 30Q: 3 clusters Score -2.655611e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216087 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -26556118.000000 Penalty: 6093.852539
	Iteration 31Q: 3 clusters Score -2.655612e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216087 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -26556100.000000 Penalty: 6093.852539
	Iteration 32Q: 3 clusters Score -2.65561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216089 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -26556110.000000 Penalty: 6093.852539
	Iteration 33Q: 3 clusters Score -2.655611e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216089 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -26556110.000000 Penalty: 6093.852539
	Iteration 34F: 3 clusters Score -2.655611e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (171059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171059 members 
Entering Unmasked Estep 
Score: -20701554.000000 Penalty: 2988.341309
	Iteration 0F: 2 clusters Score -2.070155e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85663 members 
Mstep: Class 2 contains 85396 members 
Entering Unmasked Estep 
Score: -20586958.000000 Penalty: 5976.682617
	Iteration 0F: 3 clusters Score -2.058696e+07 nChanged 81833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87664 members 
Mstep: Class 2 contains 83395 members 
Entering Unmasked Estep 
Score: -20634682.000000 Penalty: 5976.682617
	Iteration 1F: 3 clusters Score -2.063468e+07 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88883 members 
Mstep: Class 2 contains 82176 members 
Entering Unmasked Estep 
Score: -20635716.000000 Penalty: 5976.682617
	Iteration 2Q: 3 clusters Score -2.063572e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90885 members 
Mstep: Class 2 contains 80174 members 
Entering Unmasked Estep 
Score: -20636892.000000 Penalty: 5976.682617
	Iteration 3Q: 3 clusters Score -2.063689e+07 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94114 members 
Mstep: Class 2 contains 76945 members 
Entering Unmasked Estep 
Score: -20638594.000000 Penalty: 5976.682617
	Iteration 4Q: 3 clusters Score -2.063859e+07 nChanged 6850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99022 members 
Mstep: Class 2 contains 72037 members 
Entering Unmasked Estep 
Score: -20640892.000000 Penalty: 5976.682617
	Iteration 5Q: 3 clusters Score -2.064089e+07 nChanged 8282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106146 members 
Mstep: Class 2 contains 64913 members 
Entering Unmasked Estep 
Score: -20645008.000000 Penalty: 5976.682617
	Iteration 6Q: 3 clusters Score -2.064501e+07 nChanged 10611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116173 members 
Mstep: Class 2 contains 54886 members 
Entering Unmasked Estep 
Score: -20651312.000000 Penalty: 5976.682617
	Iteration 7F: 3 clusters Score -2.065131e+07 nChanged 13104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129059 members 
Mstep: Class 2 contains 42000 members 
Entering Unmasked Estep 
Score: -20660936.000000 Penalty: 5976.682617
	Iteration 8F: 3 clusters Score -2.066094e+07 nChanged 14359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143360 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -20673714.000000 Penalty: 5976.682617
	Iteration 9F: 3 clusters Score -2.067371e+07 nChanged 12699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156043 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -20685734.000000 Penalty: 5976.682617
	Iteration 10F: 3 clusters Score -2.068573e+07 nChanged 8306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164341 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -20693466.000000 Penalty: 5976.682617
	Iteration 11Q: 3 clusters Score -2.069347e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168330 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -20696924.000000 Penalty: 5976.682617
	Iteration 12Q: 3 clusters Score -2.069692e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169839 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -20698340.000000 Penalty: 5976.682617
	Iteration 13Q: 3 clusters Score -2.069834e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170310 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -20698786.000000 Penalty: 5976.682617
	Iteration 14Q: 3 clusters Score -2.069879e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170482 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -20698956.000000 Penalty: 5976.682617
	Iteration 15Q: 3 clusters Score -2.069896e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170551 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -20699136.000000 Penalty: 5976.682617
	Iteration 16Q: 3 clusters Score -2.069914e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170583 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -20699204.000000 Penalty: 5976.682617
	Iteration 17Q: 3 clusters Score -2.06992e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170587 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -20699228.000000 Penalty: 5976.682617
	Iteration 18Q: 3 clusters Score -2.069923e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170590 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -20699276.000000 Penalty: 5976.682617
	Iteration 19Q: 3 clusters Score -2.069928e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170594 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -20699312.000000 Penalty: 5976.682617
	Iteration 20F: 3 clusters Score -2.069931e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170586 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -20699294.000000 Penalty: 5976.682617
	Iteration 21Q: 3 clusters Score -2.069929e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170585 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -20699306.000000 Penalty: 5976.682617
	Iteration 22Q: 3 clusters Score -2.069931e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170590 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -20699314.000000 Penalty: 5976.682617
	Iteration 23Q: 3 clusters Score -2.069931e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170589 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -20699330.000000 Penalty: 5976.682617
	Iteration 24Q: 3 clusters Score -2.069933e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170586 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -20699344.000000 Penalty: 5976.682617
	Iteration 25Q: 3 clusters Score -2.069934e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170580 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -20699344.000000 Penalty: 5976.682617
	Iteration 26Q: 3 clusters Score -2.069934e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170576 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -20699356.000000 Penalty: 5976.682617
	Iteration 27Q: 3 clusters Score -2.069936e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170573 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -20699372.000000 Penalty: 5976.682617
	Iteration 28Q: 3 clusters Score -2.069937e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170571 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -20699382.000000 Penalty: 5976.682617
	Iteration 29Q: 3 clusters Score -2.069938e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170565 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -20699388.000000 Penalty: 5976.682617
	Iteration 30Q: 3 clusters Score -2.069939e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170559 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -20699396.000000 Penalty: 5976.682617
	Iteration 31Q: 3 clusters Score -2.06994e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170549 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -20699404.000000 Penalty: 5976.682617
	Iteration 32Q: 3 clusters Score -2.06994e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170550 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -20699406.000000 Penalty: 5976.682617
	Iteration 33Q: 3 clusters Score -2.069941e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170546 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -20699406.000000 Penalty: 5976.682617
	Iteration 34Q: 3 clusters Score -2.069941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170544 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -20699410.000000 Penalty: 5976.682617
	Iteration 35Q: 3 clusters Score -2.069941e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170541 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -20699418.000000 Penalty: 5976.682617
	Iteration 36Q: 3 clusters Score -2.069942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170537 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -20699416.000000 Penalty: 5976.682617
	Iteration 37Q: 3 clusters Score -2.069942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170535 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -20699426.000000 Penalty: 5976.682617
	Iteration 38Q: 3 clusters Score -2.069943e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170533 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -20699424.000000 Penalty: 5976.682617
	Iteration 39Q: 3 clusters Score -2.069942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170529 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -20699420.000000 Penalty: 5976.682617
	Iteration 40F: 3 clusters Score -2.069942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170528 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -20699412.000000 Penalty: 5976.682617
	Iteration 41Q: 3 clusters Score -2.069941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170527 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -20699424.000000 Penalty: 5976.682617
	Iteration 42Q: 3 clusters Score -2.069942e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170527 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -20699424.000000 Penalty: 5976.682617
	Iteration 43F: 3 clusters Score -2.069942e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (10328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Entering Unmasked Estep 
Score: -1203769.125000 Penalty: 2292.168213
	Iteration 0F: 2 clusters Score -1203769 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 5177 members 
Entering Unmasked Estep 
Score: -1195879.250000 Penalty: 4584.336426
	Iteration 0F: 3 clusters Score -1195879 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1198381.875000 Penalty: 4584.336426
	Iteration 1F: 3 clusters Score -1198382 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1198777.000000 Penalty: 4584.336426
	Iteration 2F: 3 clusters Score -1198777 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1199072.750000 Penalty: 4584.336426
	Iteration 3F: 3 clusters Score -1199073 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1199316.750000 Penalty: 4584.336426
	Iteration 4Q: 3 clusters Score -1199317 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1199539.000000 Penalty: 4584.336426
	Iteration 5Q: 3 clusters Score -1199539 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1199773.500000 Penalty: 4584.336426
	Iteration 6Q: 3 clusters Score -1199774 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1200005.875000 Penalty: 4584.336426
	Iteration 7Q: 3 clusters Score -1200006 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1200226.000000 Penalty: 4584.336426
	Iteration 8Q: 3 clusters Score -1200226 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1200452.375000 Penalty: 4584.336426
	Iteration 9Q: 3 clusters Score -1200452 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1200678.375000 Penalty: 4584.336426
	Iteration 10Q: 3 clusters Score -1200678 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1200909.250000 Penalty: 4584.336426
	Iteration 11Q: 3 clusters Score -1200909 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1201122.000000 Penalty: 4584.336426
	Iteration 12Q: 3 clusters Score -1201122 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1201301.375000 Penalty: 4584.336426
	Iteration 13Q: 3 clusters Score -1201301 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1201435.000000 Penalty: 4584.336426
	Iteration 14Q: 3 clusters Score -1201435 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1201530.375000 Penalty: 4584.336426
	Iteration 15Q: 3 clusters Score -1201530 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1201599.750000 Penalty: 4584.336426
	Iteration 16Q: 3 clusters Score -1201600 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1201663.000000 Penalty: 4584.336426
	Iteration 17Q: 3 clusters Score -1201663 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1201727.000000 Penalty: 4584.336426
	Iteration 18Q: 3 clusters Score -1201727 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1201782.875000 Penalty: 4584.336426
	Iteration 19Q: 3 clusters Score -1201783 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1201832.250000 Penalty: 4584.336426
	Iteration 20F: 3 clusters Score -1201832 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1201872.000000 Penalty: 4584.336426
	Iteration 21Q: 3 clusters Score -1201872 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1201896.375000 Penalty: 4584.336426
	Iteration 22Q: 3 clusters Score -1201896 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1201921.625000 Penalty: 4584.336426
	Iteration 23Q: 3 clusters Score -1201922 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1201948.375000 Penalty: 4584.336426
	Iteration 24Q: 3 clusters Score -1201948 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1201965.625000 Penalty: 4584.336426
	Iteration 25Q: 3 clusters Score -1201966 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1201976.375000 Penalty: 4584.336426
	Iteration 26Q: 3 clusters Score -1201976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1201986.250000 Penalty: 4584.336426
	Iteration 27Q: 3 clusters Score -1201986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1201993.625000 Penalty: 4584.336426
	Iteration 28Q: 3 clusters Score -1201994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1201999.250000 Penalty: 4584.336426
	Iteration 29Q: 3 clusters Score -1201999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1202007.500000 Penalty: 4584.336426
	Iteration 30Q: 3 clusters Score -1202008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1202016.750000 Penalty: 4584.336426
	Iteration 31Q: 3 clusters Score -1202017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1202023.375000 Penalty: 4584.336426
	Iteration 32Q: 3 clusters Score -1202023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1202025.125000 Penalty: 4584.336426
	Iteration 33Q: 3 clusters Score -1202025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1202032.250000 Penalty: 4584.336426
	Iteration 34Q: 3 clusters Score -1202032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1202039.000000 Penalty: 4584.336426
	Iteration 35Q: 3 clusters Score -1202039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1202043.875000 Penalty: 4584.336426
	Iteration 36Q: 3 clusters Score -1202044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1202045.625000 Penalty: 4584.336426
	Iteration 37Q: 3 clusters Score -1202046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1202047.625000 Penalty: 4584.336426
	Iteration 38Q: 3 clusters Score -1202048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1202050.375000 Penalty: 4584.336426
	Iteration 39Q: 3 clusters Score -1202050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1202052.125000 Penalty: 4584.336426
	Iteration 40F: 3 clusters Score -1202052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1202055.625000 Penalty: 4584.336426
	Iteration 41Q: 3 clusters Score -1202056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1202054.625000 Penalty: 4584.336426
	Iteration 42Q: 3 clusters Score -1202055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1202054.625000 Penalty: 4584.336426
	Iteration 43F: 3 clusters Score -1202055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Entering Unmasked Estep 
Score: -106885.281250 Penalty: 1724.039551
	Iteration 0F: 2 clusters Score -106885.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -104901.773438 Penalty: 3448.079102
	Iteration 0F: 3 clusters Score -104901.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -105297.414062 Penalty: 3448.079102
	Iteration 1F: 3 clusters Score -105297.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -105618.382812 Penalty: 3448.079102
	Iteration 2F: 3 clusters Score -105618.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -105960.757812 Penalty: 3448.079102
	Iteration 3F: 3 clusters Score -105960.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -106153.265625 Penalty: 3448.079102
	Iteration 4F: 3 clusters Score -106153.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -106261.289062 Penalty: 3448.079102
	Iteration 5Q: 3 clusters Score -106261.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -106384.992188 Penalty: 3448.079102
	Iteration 6Q: 3 clusters Score -106385 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -106495.351562 Penalty: 3448.079102
	Iteration 7Q: 3 clusters Score -106495.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -106671.945312 Penalty: 3448.079102
	Iteration 8Q: 3 clusters Score -106671.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -106766.882812 Penalty: 3448.079102
	Iteration 9Q: 3 clusters Score -106766.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -106835.890625 Penalty: 3448.079102
	Iteration 10Q: 3 clusters Score -106835.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -106890.015625 Penalty: 3448.079102
	Iteration 11Q: 3 clusters Score -106890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -106948.437500 Penalty: 3448.079102
	Iteration 12Q: 3 clusters Score -106948.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -107009.398438 Penalty: 3448.079102
	Iteration 13Q: 3 clusters Score -107009.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -107077.695312 Penalty: 3448.079102
	Iteration 14Q: 3 clusters Score -107077.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -107150.835938 Penalty: 3448.079102
	Iteration 15Q: 3 clusters Score -107150.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -107279.062500 Penalty: 3448.079102
	Iteration 16Q: 3 clusters Score -107279.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -107343.382812 Penalty: 3448.079102
	Iteration 17Q: 3 clusters Score -107343.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -107357.234375 Penalty: 3448.079102
	Iteration 18Q: 3 clusters Score -107357.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -107378.539062 Penalty: 3448.079102
	Iteration 19Q: 3 clusters Score -107378.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -107406.742188 Penalty: 3448.079102
	Iteration 20F: 3 clusters Score -107406.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -107437.273438 Penalty: 3448.079102
	Iteration 21Q: 3 clusters Score -107437.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -107458.742188 Penalty: 3448.079102
	Iteration 22Q: 3 clusters Score -107458.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -107477.867188 Penalty: 3448.079102
	Iteration 23Q: 3 clusters Score -107477.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -107480.953125 Penalty: 3448.079102
	Iteration 24Q: 3 clusters Score -107481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -107492.226562 Penalty: 3448.079102
	Iteration 25Q: 3 clusters Score -107492.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -107551.898438 Penalty: 3448.079102
	Iteration 26Q: 3 clusters Score -107551.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -107712.953125 Penalty: 3448.079102
	Iteration 27Q: 3 clusters Score -107713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -107719.328125 Penalty: 3448.079102
	Iteration 28Q: 3 clusters Score -107719.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -107722.976562 Penalty: 3448.079102
	Iteration 29Q: 3 clusters Score -107723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -107722.976562 Penalty: 3448.079102
	Iteration 30F: 3 clusters Score -107723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58666 members 
Mstep: Class 2 contains 156184 members 
Mstep: Class 3 contains 7314 members 
Mstep: Class 4 contains 179175 members 
Mstep: Class 5 contains 11054 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31554 members 
Mstep: Class 8 contains 21382 members 
Mstep: Class 9 contains 187389 members 
Mstep: Class 10 contains 6572 members 
Mstep: Class 11 contains 38560 members 
Mstep: Class 12 contains 8722 members 
Mstep: Class 13 contains 10578 members 
Mstep: Class 14 contains 8004 members 
Mstep: Class 15 contains 8389 members 
Mstep: Class 16 contains 9711 members 
Mstep: Class 17 contains 70122 members 
Mstep: Class 18 contains 5431 members 
Mstep: Class 19 contains 12369 members 
Mstep: Class 20 contains 2960 members 
Mstep: Class 21 contains 288772 members 
Mstep: Class 22 contains 40862 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 282268 members 
Mstep: Class 25 contains 16099 members 
Mstep: Class 26 contains 21596 members 
Mstep: Class 27 contains 16696 members 
Mstep: Class 28 contains 11417 members 
Mstep: Class 29 contains 6067 members 
Mstep: Class 30 contains 39518 members 
Mstep: Class 31 contains 2332 members 
Mstep: Class 32 contains 10531 members 
Mstep: Class 33 contains 8147 members 
Mstep: Class 34 contains 216640 members 
Mstep: Class 35 contains 171059 members 
Mstep: Class 36 contains 10328 members 
Mstep: Class 37 contains 716 members 
Mstep: Class 38 contains 10857 members 
Mstep: Class 39 contains 329 members 
Entering Unmasked Estep 
Score: -235410464.000000 Penalty: 140280.062500
Splitting cluster 37 changes total score from -235412016.000000 to -235410464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (10857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Entering Unmasked Estep 
Score: -1249859.875000 Penalty: 2304.556152
	Iteration 0F: 2 clusters Score -1249860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1241638.875000 Penalty: 4609.112305
	Iteration 0F: 3 clusters Score -1241639 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1244231.375000 Penalty: 4609.112305
	Iteration 1F: 3 clusters Score -1244231 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1244603.000000 Penalty: 4609.112305
	Iteration 2F: 3 clusters Score -1244603 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1244848.875000 Penalty: 4609.112305
	Iteration 3F: 3 clusters Score -1244849 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1245049.500000 Penalty: 4609.112305
	Iteration 4Q: 3 clusters Score -1245050 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1245218.375000 Penalty: 4609.112305
	Iteration 5Q: 3 clusters Score -1245218 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1245358.250000 Penalty: 4609.112305
	Iteration 6Q: 3 clusters Score -1245358 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1245490.750000 Penalty: 4609.112305
	Iteration 7Q: 3 clusters Score -1245491 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1245608.250000 Penalty: 4609.112305
	Iteration 8Q: 3 clusters Score -1245608 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1245763.875000 Penalty: 4609.112305
	Iteration 9Q: 3 clusters Score -1245764 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1245965.500000 Penalty: 4609.112305
	Iteration 10Q: 3 clusters Score -1245966 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1246187.000000 Penalty: 4609.112305
	Iteration 11Q: 3 clusters Score -1246187 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1246457.750000 Penalty: 4609.112305
	Iteration 12Q: 3 clusters Score -1246458 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1246777.875000 Penalty: 4609.112305
	Iteration 13Q: 3 clusters Score -1246778 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1247134.125000 Penalty: 4609.112305
	Iteration 14Q: 3 clusters Score -1247134 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1247486.125000 Penalty: 4609.112305
	Iteration 15Q: 3 clusters Score -1247486 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1247790.625000 Penalty: 4609.112305
	Iteration 16Q: 3 clusters Score -1247791 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1248058.375000 Penalty: 4609.112305
	Iteration 17Q: 3 clusters Score -1248058 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1248277.625000 Penalty: 4609.112305
	Iteration 18Q: 3 clusters Score -1248278 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1248418.500000 Penalty: 4609.112305
	Iteration 19Q: 3 clusters Score -1248418 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1248510.500000 Penalty: 4609.112305
	Iteration 20F: 3 clusters Score -1248510 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1248594.875000 Penalty: 4609.112305
	Iteration 21Q: 3 clusters Score -1248595 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1248650.750000 Penalty: 4609.112305
	Iteration 22Q: 3 clusters Score -1248651 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1248677.625000 Penalty: 4609.112305
	Iteration 23Q: 3 clusters Score -1248678 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1248705.000000 Penalty: 4609.112305
	Iteration 24Q: 3 clusters Score -1248705 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1248715.750000 Penalty: 4609.112305
	Iteration 25Q: 3 clusters Score -1248716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1248730.625000 Penalty: 4609.112305
	Iteration 26Q: 3 clusters Score -1248731 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1248741.250000 Penalty: 4609.112305
	Iteration 27Q: 3 clusters Score -1248741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1248746.875000 Penalty: 4609.112305
	Iteration 28Q: 3 clusters Score -1248747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1248752.375000 Penalty: 4609.112305
	Iteration 29Q: 3 clusters Score -1248752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1248754.625000 Penalty: 4609.112305
	Iteration 30Q: 3 clusters Score -1248755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1248757.875000 Penalty: 4609.112305
	Iteration 31Q: 3 clusters Score -1248758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1248760.000000 Penalty: 4609.112305
	Iteration 32Q: 3 clusters Score -1248760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1248763.125000 Penalty: 4609.112305
	Iteration 33Q: 3 clusters Score -1248763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1248769.000000 Penalty: 4609.112305
	Iteration 34Q: 3 clusters Score -1248769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1248768.000000 Penalty: 4609.112305
	Iteration 35Q: 3 clusters Score -1248768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1248768.000000 Penalty: 4609.112305
	Iteration 36F: 3 clusters Score -1248768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58666 members 
Mstep: Class 2 contains 156184 members 
Mstep: Class 3 contains 7314 members 
Mstep: Class 4 contains 179175 members 
Mstep: Class 5 contains 11054 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31554 members 
Mstep: Class 8 contains 21382 members 
Mstep: Class 9 contains 187389 members 
Mstep: Class 10 contains 6572 members 
Mstep: Class 11 contains 38560 members 
Mstep: Class 12 contains 8722 members 
Mstep: Class 13 contains 10578 members 
Mstep: Class 14 contains 8004 members 
Mstep: Class 15 contains 8389 members 
Mstep: Class 16 contains 9711 members 
Mstep: Class 17 contains 70122 members 
Mstep: Class 18 contains 5431 members 
Mstep: Class 19 contains 12369 members 
Mstep: Class 20 contains 2960 members 
Mstep: Class 21 contains 288772 members 
Mstep: Class 22 contains 40862 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 282268 members 
Mstep: Class 25 contains 16099 members 
Mstep: Class 26 contains 21596 members 
Mstep: Class 27 contains 16696 members 
Mstep: Class 28 contains 11417 members 
Mstep: Class 29 contains 6067 members 
Mstep: Class 30 contains 39518 members 
Mstep: Class 31 contains 2332 members 
Mstep: Class 32 contains 10531 members 
Mstep: Class 33 contains 8147 members 
Mstep: Class 34 contains 216640 members 
Mstep: Class 35 contains 171059 members 
Mstep: Class 36 contains 10328 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 10857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412448.000000 Penalty: 136683.125000
Iteration 199Q: 39 clusters Score -2.354124e+08 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58654 members 
Mstep: Class 2 contains 156187 members 
Mstep: Class 3 contains 7309 members 
Mstep: Class 4 contains 179201 members 
Mstep: Class 5 contains 11063 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31563 members 
Mstep: Class 8 contains 21431 members 
Mstep: Class 9 contains 187407 members 
Mstep: Class 10 contains 6571 members 
Mstep: Class 11 contains 38553 members 
Mstep: Class 12 contains 8724 members 
Mstep: Class 13 contains 10581 members 
Mstep: Class 14 contains 8004 members 
Mstep: Class 15 contains 8393 members 
Mstep: Class 16 contains 9759 members 
Mstep: Class 17 contains 70096 members 
Mstep: Class 18 contains 5431 members 
Mstep: Class 19 contains 12369 members 
Mstep: Class 20 contains 2960 members 
Mstep: Class 21 contains 288623 members 
Mstep: Class 22 contains 40850 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 282291 members 
Mstep: Class 25 contains 16096 members 
Mstep: Class 26 contains 21598 members 
Mstep: Class 27 contains 16701 members 
Mstep: Class 28 contains 11414 members 
Mstep: Class 29 contains 6076 members 
Mstep: Class 30 contains 39481 members 
Mstep: Class 31 contains 2333 members 
Mstep: Class 32 contains 10532 members 
Mstep: Class 33 contains 8146 members 
Mstep: Class 34 contains 216712 members 
Mstep: Class 35 contains 171035 members 
Mstep: Class 36 contains 10328 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 10853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412192.000000 Penalty: 136683.125000
Iteration 200F: 39 clusters Score -2.354122e+08 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58654 members 
Mstep: Class 2 contains 156188 members 
Mstep: Class 3 contains 7304 members 
Mstep: Class 4 contains 179227 members 
Mstep: Class 5 contains 11070 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31556 members 
Mstep: Class 8 contains 21473 members 
Mstep: Class 9 contains 187428 members 
Mstep: Class 10 contains 6570 members 
Mstep: Class 11 contains 38516 members 
Mstep: Class 12 contains 8720 members 
Mstep: Class 13 contains 10582 members 
Mstep: Class 14 contains 8003 members 
Mstep: Class 15 contains 8395 members 
Mstep: Class 16 contains 9808 members 
Mstep: Class 17 contains 70070 members 
Mstep: Class 18 contains 5431 members 
Mstep: Class 19 contains 12367 members 
Mstep: Class 20 contains 2960 members 
Mstep: Class 21 contains 288467 members 
Mstep: Class 22 contains 40847 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 282315 members 
Mstep: Class 25 contains 16096 members 
Mstep: Class 26 contains 21597 members 
Mstep: Class 27 contains 16706 members 
Mstep: Class 28 contains 11412 members 
Mstep: Class 29 contains 6079 members 
Mstep: Class 30 contains 39481 members 
Mstep: Class 31 contains 2336 members 
Mstep: Class 32 contains 10533 members 
Mstep: Class 33 contains 8148 members 
Mstep: Class 34 contains 216779 members 
Mstep: Class 35 contains 171026 members 
Mstep: Class 36 contains 10328 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 10853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235411936.000000 Penalty: 136683.125000
Iteration 201Q: 39 clusters Score -2.354119e+08 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58650 members 
Mstep: Class 2 contains 156187 members 
Mstep: Class 3 contains 7303 members 
Mstep: Class 4 contains 179228 members 
Mstep: Class 5 contains 11076 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31555 members 
Mstep: Class 8 contains 21529 members 
Mstep: Class 9 contains 187438 members 
Mstep: Class 10 contains 6570 members 
Mstep: Class 11 contains 38489 members 
Mstep: Class 12 contains 8719 members 
Mstep: Class 13 contains 10587 members 
Mstep: Class 14 contains 8003 members 
Mstep: Class 15 contains 8394 members 
Mstep: Class 16 contains 9843 members 
Mstep: Class 17 contains 70042 members 
Mstep: Class 18 contains 5431 members 
Mstep: Class 19 contains 12369 members 
Mstep: Class 20 contains 2960 members 
Mstep: Class 21 contains 288349 members 
Mstep: Class 22 contains 40845 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 282339 members 
Mstep: Class 25 contains 16095 members 
Mstep: Class 26 contains 21599 members 
Mstep: Class 27 contains 16704 members 
Mstep: Class 28 contains 11409 members 
Mstep: Class 29 contains 6081 members 
Mstep: Class 30 contains 39489 members 
Mstep: Class 31 contains 2338 members 
Mstep: Class 32 contains 10535 members 
Mstep: Class 33 contains 8144 members 
Mstep: Class 34 contains 216838 members 
Mstep: Class 35 contains 171008 members 
Mstep: Class 36 contains 10328 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 10851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235411600.000000 Penalty: 136683.125000
Iteration 202Q: 39 clusters Score -2.354116e+08 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58649 members 
Mstep: Class 2 contains 156192 members 
Mstep: Class 3 contains 7305 members 
Mstep: Class 4 contains 179235 members 
Mstep: Class 5 contains 11078 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31560 members 
Mstep: Class 8 contains 21581 members 
Mstep: Class 9 contains 187463 members 
Mstep: Class 10 contains 6572 members 
Mstep: Class 11 contains 38459 members 
Mstep: Class 12 contains 8715 members 
Mstep: Class 13 contains 10588 members 
Mstep: Class 14 contains 8002 members 
Mstep: Class 15 contains 8395 members 
Mstep: Class 16 contains 9868 members 
Mstep: Class 17 contains 70020 members 
Mstep: Class 18 contains 5431 members 
Mstep: Class 19 contains 12368 members 
Mstep: Class 20 contains 2960 members 
Mstep: Class 21 contains 288254 members 
Mstep: Class 22 contains 40847 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 282351 members 
Mstep: Class 25 contains 16091 members 
Mstep: Class 26 contains 21599 members 
Mstep: Class 27 contains 16700 members 
Mstep: Class 28 contains 11410 members 
Mstep: Class 29 contains 6082 members 
Mstep: Class 30 contains 39494 members 
Mstep: Class 31 contains 2332 members 
Mstep: Class 32 contains 10540 members 
Mstep: Class 33 contains 8139 members 
Mstep: Class 34 contains 216884 members 
Mstep: Class 35 contains 170985 members 
Mstep: Class 36 contains 10328 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 10848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235411792.000000 Penalty: 136683.125000
Iteration 203Q: 39 clusters Score -2.354118e+08 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58643 members 
Mstep: Class 2 contains 156194 members 
Mstep: Class 3 contains 7302 members 
Mstep: Class 4 contains 179229 members 
Mstep: Class 5 contains 11078 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31568 members 
Mstep: Class 8 contains 21635 members 
Mstep: Class 9 contains 187488 members 
Mstep: Class 10 contains 6572 members 
Mstep: Class 11 contains 38427 members 
Mstep: Class 12 contains 8716 members 
Mstep: Class 13 contains 10588 members 
Mstep: Class 14 contains 8001 members 
Mstep: Class 15 contains 8396 members 
Mstep: Class 16 contains 9892 members 
Mstep: Class 17 contains 69994 members 
Mstep: Class 18 contains 5431 members 
Mstep: Class 19 contains 12366 members 
Mstep: Class 20 contains 2960 members 
Mstep: Class 21 contains 288164 members 
Mstep: Class 22 contains 40856 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 282373 members 
Mstep: Class 25 contains 16094 members 
Mstep: Class 26 contains 21600 members 
Mstep: Class 27 contains 16690 members 
Mstep: Class 28 contains 11409 members 
Mstep: Class 29 contains 6083 members 
Mstep: Class 30 contains 39495 members 
Mstep: Class 31 contains 2331 members 
Mstep: Class 32 contains 10543 members 
Mstep: Class 33 contains 8138 members 
Mstep: Class 34 contains 216923 members 
Mstep: Class 35 contains 170972 members 
Mstep: Class 36 contains 10328 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 10846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412288.000000 Penalty: 136683.125000
Iteration 204Q: 39 clusters Score -2.354123e+08 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58639 members 
Mstep: Class 2 contains 156200 members 
Mstep: Class 3 contains 7302 members 
Mstep: Class 4 contains 179237 members 
Mstep: Class 5 contains 11085 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31569 members 
Mstep: Class 8 contains 21690 members 
Mstep: Class 9 contains 187500 members 
Mstep: Class 10 contains 6571 members 
Mstep: Class 11 contains 38395 members 
Mstep: Class 12 contains 8711 members 
Mstep: Class 13 contains 10587 members 
Mstep: Class 14 contains 8004 members 
Mstep: Class 15 contains 8397 members 
Mstep: Class 16 contains 9920 members 
Mstep: Class 17 contains 69959 members 
Mstep: Class 18 contains 5431 members 
Mstep: Class 19 contains 12367 members 
Mstep: Class 20 contains 2961 members 
Mstep: Class 21 contains 288114 members 
Mstep: Class 22 contains 40861 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 282402 members 
Mstep: Class 25 contains 16096 members 
Mstep: Class 26 contains 21600 members 
Mstep: Class 27 contains 16679 members 
Mstep: Class 28 contains 11412 members 
Mstep: Class 29 contains 6084 members 
Mstep: Class 30 contains 39480 members 
Mstep: Class 31 contains 2329 members 
Mstep: Class 32 contains 10543 members 
Mstep: Class 33 contains 8136 members 
Mstep: Class 34 contains 216921 members 
Mstep: Class 35 contains 170971 members 
Mstep: Class 36 contains 10327 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 10845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412000.000000 Penalty: 136683.125000
Iteration 205Q: 39 clusters Score -2.35412e+08 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58634 members 
Mstep: Class 2 contains 156207 members 
Mstep: Class 3 contains 7303 members 
Mstep: Class 4 contains 179239 members 
Mstep: Class 5 contains 11086 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31572 members 
Mstep: Class 8 contains 21748 members 
Mstep: Class 9 contains 187503 members 
Mstep: Class 10 contains 6570 members 
Mstep: Class 11 contains 38374 members 
Mstep: Class 12 contains 8707 members 
Mstep: Class 13 contains 10587 members 
Mstep: Class 14 contains 8005 members 
Mstep: Class 15 contains 8399 members 
Mstep: Class 16 contains 9938 members 
Mstep: Class 17 contains 69927 members 
Mstep: Class 18 contains 5431 members 
Mstep: Class 19 contains 12367 members 
Mstep: Class 20 contains 2960 members 
Mstep: Class 21 contains 288052 members 
Mstep: Class 22 contains 40859 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 282430 members 
Mstep: Class 25 contains 16094 members 
Mstep: Class 26 contains 21599 members 
Mstep: Class 27 contains 16675 members 
Mstep: Class 28 contains 11418 members 
Mstep: Class 29 contains 6082 members 
Mstep: Class 30 contains 39480 members 
Mstep: Class 31 contains 2325 members 
Mstep: Class 32 contains 10543 members 
Mstep: Class 33 contains 8136 members 
Mstep: Class 34 contains 216944 members 
Mstep: Class 35 contains 170961 members 
Mstep: Class 36 contains 10326 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 10844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412304.000000 Penalty: 136683.125000
Iteration 206Q: 39 clusters Score -2.354123e+08 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58634 members 
Mstep: Class 2 contains 156210 members 
Mstep: Class 3 contains 7303 members 
Mstep: Class 4 contains 179255 members 
Mstep: Class 5 contains 11087 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31574 members 
Mstep: Class 8 contains 21798 members 
Mstep: Class 9 contains 187521 members 
Mstep: Class 10 contains 6570 members 
Mstep: Class 11 contains 38365 members 
Mstep: Class 12 contains 8707 members 
Mstep: Class 13 contains 10590 members 
Mstep: Class 14 contains 8005 members 
Mstep: Class 15 contains 8398 members 
Mstep: Class 16 contains 9953 members 
Mstep: Class 17 contains 69900 members 
Mstep: Class 18 contains 5430 members 
Mstep: Class 19 contains 12365 members 
Mstep: Class 20 contains 2961 members 
Mstep: Class 21 contains 287968 members 
Mstep: Class 22 contains 40863 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 282448 members 
Mstep: Class 25 contains 16093 members 
Mstep: Class 26 contains 21599 members 
Mstep: Class 27 contains 16674 members 
Mstep: Class 28 contains 11422 members 
Mstep: Class 29 contains 6080 members 
Mstep: Class 30 contains 39478 members 
Mstep: Class 31 contains 2324 members 
Mstep: Class 32 contains 10543 members 
Mstep: Class 33 contains 8134 members 
Mstep: Class 34 contains 216957 members 
Mstep: Class 35 contains 170945 members 
Mstep: Class 36 contains 10327 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 10844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412304.000000 Penalty: 136683.125000
Iteration 207Q: 39 clusters Score -2.354123e+08 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58634 members 
Mstep: Class 2 contains 156213 members 
Mstep: Class 3 contains 7304 members 
Mstep: Class 4 contains 179261 members 
Mstep: Class 5 contains 11084 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31581 members 
Mstep: Class 8 contains 21859 members 
Mstep: Class 9 contains 187522 members 
Mstep: Class 10 contains 6570 members 
Mstep: Class 11 contains 38357 members 
Mstep: Class 12 contains 8707 members 
Mstep: Class 13 contains 10591 members 
Mstep: Class 14 contains 8004 members 
Mstep: Class 15 contains 8399 members 
Mstep: Class 16 contains 9977 members 
Mstep: Class 17 contains 69862 members 
Mstep: Class 18 contains 5430 members 
Mstep: Class 19 contains 12369 members 
Mstep: Class 20 contains 2963 members 
Mstep: Class 21 contains 287892 members 
Mstep: Class 22 contains 40865 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 282472 members 
Mstep: Class 25 contains 16095 members 
Mstep: Class 26 contains 21599 members 
Mstep: Class 27 contains 16672 members 
Mstep: Class 28 contains 11422 members 
Mstep: Class 29 contains 6082 members 
Mstep: Class 30 contains 39465 members 
Mstep: Class 31 contains 2324 members 
Mstep: Class 32 contains 10543 members 
Mstep: Class 33 contains 8134 members 
Mstep: Class 34 contains 216974 members 
Mstep: Class 35 contains 170923 members 
Mstep: Class 36 contains 10327 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 10849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412656.000000 Penalty: 136683.125000
Iteration 208Q: 39 clusters Score -2.354127e+08 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58633 members 
Mstep: Class 2 contains 156220 members 
Mstep: Class 3 contains 7305 members 
Mstep: Class 4 contains 179254 members 
Mstep: Class 5 contains 11087 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31587 members 
Mstep: Class 8 contains 21921 members 
Mstep: Class 9 contains 187528 members 
Mstep: Class 10 contains 6570 members 
Mstep: Class 11 contains 38349 members 
Mstep: Class 12 contains 8705 members 
Mstep: Class 13 contains 10590 members 
Mstep: Class 14 contains 8005 members 
Mstep: Class 15 contains 8400 members 
Mstep: Class 16 contains 9994 members 
Mstep: Class 17 contains 69825 members 
Mstep: Class 18 contains 5430 members 
Mstep: Class 19 contains 12369 members 
Mstep: Class 20 contains 2963 members 
Mstep: Class 21 contains 287824 members 
Mstep: Class 22 contains 40864 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 282487 members 
Mstep: Class 25 contains 16092 members 
Mstep: Class 26 contains 21599 members 
Mstep: Class 27 contains 16675 members 
Mstep: Class 28 contains 11421 members 
Mstep: Class 29 contains 6086 members 
Mstep: Class 30 contains 39454 members 
Mstep: Class 31 contains 2325 members 
Mstep: Class 32 contains 10543 members 
Mstep: Class 33 contains 8136 members 
Mstep: Class 34 contains 216992 members 
Mstep: Class 35 contains 170916 members 
Mstep: Class 36 contains 10327 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 10849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412432.000000 Penalty: 136683.125000
Iteration 209Q: 39 clusters Score -2.354124e+08 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58634 members 
Mstep: Class 2 contains 156222 members 
Mstep: Class 3 contains 7306 members 
Mstep: Class 4 contains 179267 members 
Mstep: Class 5 contains 11087 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31594 members 
Mstep: Class 8 contains 21977 members 
Mstep: Class 9 contains 187533 members 
Mstep: Class 10 contains 6571 members 
Mstep: Class 11 contains 38336 members 
Mstep: Class 12 contains 8701 members 
Mstep: Class 13 contains 10593 members 
Mstep: Class 14 contains 8006 members 
Mstep: Class 15 contains 8402 members 
Mstep: Class 16 contains 10017 members 
Mstep: Class 17 contains 69802 members 
Mstep: Class 18 contains 5430 members 
Mstep: Class 19 contains 12365 members 
Mstep: Class 20 contains 2962 members 
Mstep: Class 21 contains 287739 members 
Mstep: Class 22 contains 40876 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 282501 members 
Mstep: Class 25 contains 16092 members 
Mstep: Class 26 contains 21599 members 
Mstep: Class 27 contains 16674 members 
Mstep: Class 28 contains 11420 members 
Mstep: Class 29 contains 6087 members 
Mstep: Class 30 contains 39437 members 
Mstep: Class 31 contains 2324 members 
Mstep: Class 32 contains 10543 members 
Mstep: Class 33 contains 8135 members 
Mstep: Class 34 contains 217007 members 
Mstep: Class 35 contains 170912 members 
Mstep: Class 36 contains 10327 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 10847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412640.000000 Penalty: 136683.125000
Iteration 210Q: 39 clusters Score -2.354126e+08 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58635 members 
Mstep: Class 2 contains 156225 members 
Mstep: Class 3 contains 7307 members 
Mstep: Class 4 contains 179272 members 
Mstep: Class 5 contains 11086 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31597 members 
Mstep: Class 8 contains 22034 members 
Mstep: Class 9 contains 187545 members 
Mstep: Class 10 contains 6572 members 
Mstep: Class 11 contains 38322 members 
Mstep: Class 12 contains 8704 members 
Mstep: Class 13 contains 10592 members 
Mstep: Class 14 contains 8006 members 
Mstep: Class 15 contains 8403 members 
Mstep: Class 16 contains 10046 members 
Mstep: Class 17 contains 69785 members 
Mstep: Class 18 contains 5430 members 
Mstep: Class 19 contains 12364 members 
Mstep: Class 20 contains 2962 members 
Mstep: Class 21 contains 287664 members 
Mstep: Class 22 contains 40874 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 282507 members 
Mstep: Class 25 contains 16092 members 
Mstep: Class 26 contains 21598 members 
Mstep: Class 27 contains 16667 members 
Mstep: Class 28 contains 11415 members 
Mstep: Class 29 contains 6089 members 
Mstep: Class 30 contains 39418 members 
Mstep: Class 31 contains 2323 members 
Mstep: Class 32 contains 10543 members 
Mstep: Class 33 contains 8134 members 
Mstep: Class 34 contains 217036 members 
Mstep: Class 35 contains 170903 members 
Mstep: Class 36 contains 10327 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 10848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412576.000000 Penalty: 136683.125000
Iteration 211Q: 39 clusters Score -2.354126e+08 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58632 members 
Mstep: Class 2 contains 156228 members 
Mstep: Class 3 contains 7306 members 
Mstep: Class 4 contains 179279 members 
Mstep: Class 5 contains 11094 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31599 members 
Mstep: Class 8 contains 22079 members 
Mstep: Class 9 contains 187556 members 
Mstep: Class 10 contains 6570 members 
Mstep: Class 11 contains 38304 members 
Mstep: Class 12 contains 8705 members 
Mstep: Class 13 contains 10591 members 
Mstep: Class 14 contains 8003 members 
Mstep: Class 15 contains 8400 members 
Mstep: Class 16 contains 10069 members 
Mstep: Class 17 contains 69772 members 
Mstep: Class 18 contains 5430 members 
Mstep: Class 19 contains 12363 members 
Mstep: Class 20 contains 2962 members 
Mstep: Class 21 contains 287606 members 
Mstep: Class 22 contains 40877 members 
Mstep: Class 23 contains 1064 members 
Mstep: Class 24 contains 282513 members 
Mstep: Class 25 contains 16093 members 
Mstep: Class 26 contains 21599 members 
Mstep: Class 27 contains 16669 members 
Mstep: Class 28 contains 11410 members 
Mstep: Class 29 contains 6096 members 
Mstep: Class 30 contains 39388 members 
Mstep: Class 31 contains 2322 members 
Mstep: Class 32 contains 10543 members 
Mstep: Class 33 contains 8132 members 
Mstep: Class 34 contains 217050 members 
Mstep: Class 35 contains 170907 members 
Mstep: Class 36 contains 10327 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 10852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412448.000000 Penalty: 136683.125000
Iteration 212Q: 39 clusters Score -2.354124e+08 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58635 members 
Mstep: Class 2 contains 156234 members 
Mstep: Class 3 contains 7305 members 
Mstep: Class 4 contains 179274 members 
Mstep: Class 5 contains 11099 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31605 members 
Mstep: Class 8 contains 22136 members 
Mstep: Class 9 contains 187566 members 
Mstep: Class 10 contains 6566 members 
Mstep: Class 11 contains 38294 members 
Mstep: Class 12 contains 8704 members 
Mstep: Class 13 contains 10591 members 
Mstep: Class 14 contains 8004 members 
Mstep: Class 15 contains 8399 members 
Mstep: Class 16 contains 10085 members 
Mstep: Class 17 contains 69764 members 
Mstep: Class 18 contains 5430 members 
Mstep: Class 19 contains 12364 members 
Mstep: Class 20 contains 2960 members 
Mstep: Class 21 contains 287554 members 
Mstep: Class 22 contains 40875 members 
Mstep: Class 23 contains 1064 members 
Mstep: Class 24 contains 282517 members 
Mstep: Class 25 contains 16094 members 
Mstep: Class 26 contains 21601 members 
Mstep: Class 27 contains 16663 members 
Mstep: Class 28 contains 11407 members 
Mstep: Class 29 contains 6104 members 
Mstep: Class 30 contains 39373 members 
Mstep: Class 31 contains 2322 members 
Mstep: Class 32 contains 10543 members 
Mstep: Class 33 contains 8128 members 
Mstep: Class 34 contains 217051 members 
Mstep: Class 35 contains 170900 members 
Mstep: Class 36 contains 10327 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 10852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412416.000000 Penalty: 136683.125000
Iteration 213Q: 39 clusters Score -2.354124e+08 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58637 members 
Mstep: Class 2 contains 156238 members 
Mstep: Class 3 contains 7313 members 
Mstep: Class 4 contains 179277 members 
Mstep: Class 5 contains 11099 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31604 members 
Mstep: Class 8 contains 22176 members 
Mstep: Class 9 contains 187575 members 
Mstep: Class 10 contains 6570 members 
Mstep: Class 11 contains 38294 members 
Mstep: Class 12 contains 8704 members 
Mstep: Class 13 contains 10594 members 
Mstep: Class 14 contains 8003 members 
Mstep: Class 15 contains 8401 members 
Mstep: Class 16 contains 10104 members 
Mstep: Class 17 contains 69735 members 
Mstep: Class 18 contains 5430 members 
Mstep: Class 19 contains 12363 members 
Mstep: Class 20 contains 2962 members 
Mstep: Class 21 contains 287501 members 
Mstep: Class 22 contains 40872 members 
Mstep: Class 23 contains 1064 members 
Mstep: Class 24 contains 282538 members 
Mstep: Class 25 contains 16094 members 
Mstep: Class 26 contains 21600 members 
Mstep: Class 27 contains 16656 members 
Mstep: Class 28 contains 11407 members 
Mstep: Class 29 contains 6110 members 
Mstep: Class 30 contains 39343 members 
Mstep: Class 31 contains 2321 members 
Mstep: Class 32 contains 10543 members 
Mstep: Class 33 contains 8129 members 
Mstep: Class 34 contains 217065 members 
Mstep: Class 35 contains 170891 members 
Mstep: Class 36 contains 10328 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 10849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412368.000000 Penalty: 136683.125000
Iteration 214Q: 39 clusters Score -2.354124e+08 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58625 members 
Mstep: Class 2 contains 156239 members 
Mstep: Class 3 contains 7311 members 
Mstep: Class 4 contains 179287 members 
Mstep: Class 5 contains 11098 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31599 members 
Mstep: Class 8 contains 22220 members 
Mstep: Class 9 contains 187578 members 
Mstep: Class 10 contains 6571 members 
Mstep: Class 11 contains 38292 members 
Mstep: Class 12 contains 8704 members 
Mstep: Class 13 contains 10600 members 
Mstep: Class 14 contains 8006 members 
Mstep: Class 15 contains 8399 members 
Mstep: Class 16 contains 10114 members 
Mstep: Class 17 contains 69710 members 
Mstep: Class 18 contains 5430 members 
Mstep: Class 19 contains 12362 members 
Mstep: Class 20 contains 2962 members 
Mstep: Class 21 contains 287465 members 
Mstep: Class 22 contains 40876 members 
Mstep: Class 23 contains 1064 members 
Mstep: Class 24 contains 282579 members 
Mstep: Class 25 contains 16094 members 
Mstep: Class 26 contains 21597 members 
Mstep: Class 27 contains 16640 members 
Mstep: Class 28 contains 11408 members 
Mstep: Class 29 contains 6114 members 
Mstep: Class 30 contains 39323 members 
Mstep: Class 31 contains 2321 members 
Mstep: Class 32 contains 10543 members 
Mstep: Class 33 contains 8129 members 
Mstep: Class 34 contains 217066 members 
Mstep: Class 35 contains 170887 members 
Mstep: Class 36 contains 10328 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 10849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412256.000000 Penalty: 136683.125000
Iteration 215Q: 39 clusters Score -2.354123e+08 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58617 members 
Mstep: Class 2 contains 156243 members 
Mstep: Class 3 contains 7313 members 
Mstep: Class 4 contains 179287 members 
Mstep: Class 5 contains 11102 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31600 members 
Mstep: Class 8 contains 22275 members 
Mstep: Class 9 contains 187593 members 
Mstep: Class 10 contains 6572 members 
Mstep: Class 11 contains 38286 members 
Mstep: Class 12 contains 8705 members 
Mstep: Class 13 contains 10602 members 
Mstep: Class 14 contains 8007 members 
Mstep: Class 15 contains 8397 members 
Mstep: Class 16 contains 10116 members 
Mstep: Class 17 contains 69696 members 
Mstep: Class 18 contains 5430 members 
Mstep: Class 19 contains 12365 members 
Mstep: Class 20 contains 2961 members 
Mstep: Class 21 contains 287430 members 
Mstep: Class 22 contains 40873 members 
Mstep: Class 23 contains 1064 members 
Mstep: Class 24 contains 282602 members 
Mstep: Class 25 contains 16095 members 
Mstep: Class 26 contains 21595 members 
Mstep: Class 27 contains 16639 members 
Mstep: Class 28 contains 11405 members 
Mstep: Class 29 contains 6117 members 
Mstep: Class 30 contains 39311 members 
Mstep: Class 31 contains 2320 members 
Mstep: Class 32 contains 10543 members 
Mstep: Class 33 contains 8131 members 
Mstep: Class 34 contains 217039 members 
Mstep: Class 35 contains 170880 members 
Mstep: Class 36 contains 10328 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 10851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412736.000000 Penalty: 136683.125000
Iteration 216Q: 39 clusters Score -2.354127e+08 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58615 members 
Mstep: Class 2 contains 156244 members 
Mstep: Class 3 contains 7316 members 
Mstep: Class 4 contains 179291 members 
Mstep: Class 5 contains 11104 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31598 members 
Mstep: Class 8 contains 22311 members 
Mstep: Class 9 contains 187602 members 
Mstep: Class 10 contains 6570 members 
Mstep: Class 11 contains 38282 members 
Mstep: Class 12 contains 8705 members 
Mstep: Class 13 contains 10606 members 
Mstep: Class 14 contains 8009 members 
Mstep: Class 15 contains 8400 members 
Mstep: Class 16 contains 10142 members 
Mstep: Class 17 contains 69686 members 
Mstep: Class 18 contains 5430 members 
Mstep: Class 19 contains 12368 members 
Mstep: Class 20 contains 2961 members 
Mstep: Class 21 contains 287371 members 
Mstep: Class 22 contains 40875 members 
Mstep: Class 23 contains 1064 members 
Mstep: Class 24 contains 282617 members 
Mstep: Class 25 contains 16096 members 
Mstep: Class 26 contains 21594 members 
Mstep: Class 27 contains 16635 members 
Mstep: Class 28 contains 11404 members 
Mstep: Class 29 contains 6119 members 
Mstep: Class 30 contains 39292 members 
Mstep: Class 31 contains 2321 members 
Mstep: Class 32 contains 10543 members 
Mstep: Class 33 contains 8133 members 
Mstep: Class 34 contains 217023 members 
Mstep: Class 35 contains 170883 members 
Mstep: Class 36 contains 10328 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 10852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412448.000000 Penalty: 136683.125000
Iteration 217Q: 39 clusters Score -2.354124e+08 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58614 members 
Mstep: Class 2 contains 156247 members 
Mstep: Class 3 contains 7319 members 
Mstep: Class 4 contains 179289 members 
Mstep: Class 5 contains 11102 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31597 members 
Mstep: Class 8 contains 22356 members 
Mstep: Class 9 contains 187608 members 
Mstep: Class 10 contains 6570 members 
Mstep: Class 11 contains 38293 members 
Mstep: Class 12 contains 8704 members 
Mstep: Class 13 contains 10604 members 
Mstep: Class 14 contains 8009 members 
Mstep: Class 15 contains 8402 members 
Mstep: Class 16 contains 10153 members 
Mstep: Class 17 contains 69671 members 
Mstep: Class 18 contains 5430 members 
Mstep: Class 19 contains 12369 members 
Mstep: Class 20 contains 2960 members 
Mstep: Class 21 contains 287328 members 
Mstep: Class 22 contains 40879 members 
Mstep: Class 23 contains 1064 members 
Mstep: Class 24 contains 282632 members 
Mstep: Class 25 contains 16100 members 
Mstep: Class 26 contains 21594 members 
Mstep: Class 27 contains 16633 members 
Mstep: Class 28 contains 11402 members 
Mstep: Class 29 contains 6119 members 
Mstep: Class 30 contains 39274 members 
Mstep: Class 31 contains 2320 members 
Mstep: Class 32 contains 10543 members 
Mstep: Class 33 contains 8133 members 
Mstep: Class 34 contains 217008 members 
Mstep: Class 35 contains 170883 members 
Mstep: Class 36 contains 10328 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 10853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412528.000000 Penalty: 136683.125000
Iteration 218Q: 39 clusters Score -2.354125e+08 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58610 members 
Mstep: Class 2 contains 156250 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 179289 members 
Mstep: Class 5 contains 11102 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31591 members 
Mstep: Class 8 contains 22399 members 
Mstep: Class 9 contains 187611 members 
Mstep: Class 10 contains 6570 members 
Mstep: Class 11 contains 38284 members 
Mstep: Class 12 contains 8702 members 
Mstep: Class 13 contains 10607 members 
Mstep: Class 14 contains 8009 members 
Mstep: Class 15 contains 8399 members 
Mstep: Class 16 contains 10181 members 
Mstep: Class 17 contains 69665 members 
Mstep: Class 18 contains 5430 members 
Mstep: Class 19 contains 12365 members 
Mstep: Class 20 contains 2959 members 
Mstep: Class 21 contains 287301 members 
Mstep: Class 22 contains 40882 members 
Mstep: Class 23 contains 1064 members 
Mstep: Class 24 contains 282644 members 
Mstep: Class 25 contains 16100 members 
Mstep: Class 26 contains 21594 members 
Mstep: Class 27 contains 16628 members 
Mstep: Class 28 contains 11401 members 
Mstep: Class 29 contains 6122 members 
Mstep: Class 30 contains 39270 members 
Mstep: Class 31 contains 2320 members 
Mstep: Class 32 contains 10543 members 
Mstep: Class 33 contains 8134 members 
Mstep: Class 34 contains 216987 members 
Mstep: Class 35 contains 170876 members 
Mstep: Class 36 contains 10328 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 10853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412688.000000 Penalty: 136683.125000
Iteration 219Q: 39 clusters Score -2.354127e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58607 members 
Mstep: Class 2 contains 156252 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 179287 members 
Mstep: Class 5 contains 11104 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31586 members 
Mstep: Class 8 contains 22442 members 
Mstep: Class 9 contains 187617 members 
Mstep: Class 10 contains 6570 members 
Mstep: Class 11 contains 38283 members 
Mstep: Class 12 contains 8700 members 
Mstep: Class 13 contains 10606 members 
Mstep: Class 14 contains 8012 members 
Mstep: Class 15 contains 8398 members 
Mstep: Class 16 contains 10200 members 
Mstep: Class 17 contains 69651 members 
Mstep: Class 18 contains 5430 members 
Mstep: Class 19 contains 12360 members 
Mstep: Class 20 contains 2958 members 
Mstep: Class 21 contains 287285 members 
Mstep: Class 22 contains 40883 members 
Mstep: Class 23 contains 1064 members 
Mstep: Class 24 contains 282658 members 
Mstep: Class 25 contains 16101 members 
Mstep: Class 26 contains 21594 members 
Mstep: Class 27 contains 16621 members 
Mstep: Class 28 contains 11402 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 39261 members 
Mstep: Class 31 contains 2320 members 
Mstep: Class 32 contains 10543 members 
Mstep: Class 33 contains 8136 members 
Mstep: Class 34 contains 216968 members 
Mstep: Class 35 contains 170867 members 
Mstep: Class 36 contains 10328 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 10853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412512.000000 Penalty: 136683.125000
Iteration 220F: 39 clusters Score -2.354125e+08 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58600 members 
Mstep: Class 2 contains 156258 members 
Mstep: Class 3 contains 7319 members 
Mstep: Class 4 contains 179282 members 
Mstep: Class 5 contains 11107 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31588 members 
Mstep: Class 8 contains 22481 members 
Mstep: Class 9 contains 187616 members 
Mstep: Class 10 contains 6570 members 
Mstep: Class 11 contains 38285 members 
Mstep: Class 12 contains 8700 members 
Mstep: Class 13 contains 10602 members 
Mstep: Class 14 contains 8013 members 
Mstep: Class 15 contains 8398 members 
Mstep: Class 16 contains 10221 members 
Mstep: Class 17 contains 69641 members 
Mstep: Class 18 contains 5430 members 
Mstep: Class 19 contains 12355 members 
Mstep: Class 20 contains 2958 members 
Mstep: Class 21 contains 287245 members 
Mstep: Class 22 contains 40885 members 
Mstep: Class 23 contains 1064 members 
Mstep: Class 24 contains 282669 members 
Mstep: Class 25 contains 16103 members 
Mstep: Class 26 contains 21594 members 
Mstep: Class 27 contains 16616 members 
Mstep: Class 28 contains 11399 members 
Mstep: Class 29 contains 6124 members 
Mstep: Class 30 contains 39247 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 10543 members 
Mstep: Class 33 contains 8135 members 
Mstep: Class 34 contains 216972 members 
Mstep: Class 35 contains 170869 members 
Mstep: Class 36 contains 10328 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 10855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412688.000000 Penalty: 136683.125000
Iteration 221Q: 39 clusters Score -2.354127e+08 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58598 members 
Mstep: Class 2 contains 156262 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 179293 members 
Mstep: Class 5 contains 11113 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31585 members 
Mstep: Class 8 contains 22527 members 
Mstep: Class 9 contains 187631 members 
Mstep: Class 10 contains 6570 members 
Mstep: Class 11 contains 38281 members 
Mstep: Class 12 contains 8701 members 
Mstep: Class 13 contains 10604 members 
Mstep: Class 14 contains 8012 members 
Mstep: Class 15 contains 8397 members 
Mstep: Class 16 contains 10236 members 
Mstep: Class 17 contains 69632 members 
Mstep: Class 18 contains 5430 members 
Mstep: Class 19 contains 12352 members 
Mstep: Class 20 contains 2956 members 
Mstep: Class 21 contains 287200 members 
Mstep: Class 22 contains 40885 members 
Mstep: Class 23 contains 1064 members 
Mstep: Class 24 contains 282667 members 
Mstep: Class 25 contains 16102 members 
Mstep: Class 26 contains 21594 members 
Mstep: Class 27 contains 16609 members 
Mstep: Class 28 contains 11398 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 39246 members 
Mstep: Class 31 contains 2317 members 
Mstep: Class 32 contains 10543 members 
Mstep: Class 33 contains 8136 members 
Mstep: Class 34 contains 216954 members 
Mstep: Class 35 contains 170869 members 
Mstep: Class 36 contains 10327 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 10856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412608.000000 Penalty: 136683.125000
Iteration 222Q: 39 clusters Score -2.354126e+08 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58597 members 
Mstep: Class 2 contains 156262 members 
Mstep: Class 3 contains 7318 members 
Mstep: Class 4 contains 179287 members 
Mstep: Class 5 contains 11115 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31586 members 
Mstep: Class 8 contains 22569 members 
Mstep: Class 9 contains 187641 members 
Mstep: Class 10 contains 6570 members 
Mstep: Class 11 contains 38273 members 
Mstep: Class 12 contains 8702 members 
Mstep: Class 13 contains 10604 members 
Mstep: Class 14 contains 8013 members 
Mstep: Class 15 contains 8398 members 
Mstep: Class 16 contains 10250 members 
Mstep: Class 17 contains 69634 members 
Mstep: Class 18 contains 5430 members 
Mstep: Class 19 contains 12351 members 
Mstep: Class 20 contains 2955 members 
Mstep: Class 21 contains 287146 members 
Mstep: Class 22 contains 40890 members 
Mstep: Class 23 contains 1064 members 
Mstep: Class 24 contains 282668 members 
Mstep: Class 25 contains 16103 members 
Mstep: Class 26 contains 21595 members 
Mstep: Class 27 contains 16601 members 
Mstep: Class 28 contains 11397 members 
Mstep: Class 29 contains 6124 members 
Mstep: Class 30 contains 39240 members 
Mstep: Class 31 contains 2316 members 
Mstep: Class 32 contains 10543 members 
Mstep: Class 33 contains 8135 members 
Mstep: Class 34 contains 216960 members 
Mstep: Class 35 contains 170869 members 
Mstep: Class 36 contains 10326 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 10858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412400.000000 Penalty: 136683.125000
Iteration 223Q: 39 clusters Score -2.354124e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58595 members 
Mstep: Class 2 contains 156261 members 
Mstep: Class 3 contains 7323 members 
Mstep: Class 4 contains 179283 members 
Mstep: Class 5 contains 11114 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31588 members 
Mstep: Class 8 contains 22608 members 
Mstep: Class 9 contains 187646 members 
Mstep: Class 10 contains 6570 members 
Mstep: Class 11 contains 38274 members 
Mstep: Class 12 contains 8700 members 
Mstep: Class 13 contains 10604 members 
Mstep: Class 14 contains 8016 members 
Mstep: Class 15 contains 8399 members 
Mstep: Class 16 contains 10264 members 
Mstep: Class 17 contains 69641 members 
Mstep: Class 18 contains 5430 members 
Mstep: Class 19 contains 12348 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 287088 members 
Mstep: Class 22 contains 40896 members 
Mstep: Class 23 contains 1064 members 
Mstep: Class 24 contains 282674 members 
Mstep: Class 25 contains 16104 members 
Mstep: Class 26 contains 21596 members 
Mstep: Class 27 contains 16596 members 
Mstep: Class 28 contains 11398 members 
Mstep: Class 29 contains 6127 members 
Mstep: Class 30 contains 39218 members 
Mstep: Class 31 contains 2315 members 
Mstep: Class 32 contains 10543 members 
Mstep: Class 33 contains 8131 members 
Mstep: Class 34 contains 216976 members 
Mstep: Class 35 contains 170864 members 
Mstep: Class 36 contains 10326 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 10856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412768.000000 Penalty: 136683.125000
Iteration 224Q: 39 clusters Score -2.354128e+08 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58599 members 
Mstep: Class 2 contains 156261 members 
Mstep: Class 3 contains 7327 members 
Mstep: Class 4 contains 179282 members 
Mstep: Class 5 contains 11112 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31593 members 
Mstep: Class 8 contains 22641 members 
Mstep: Class 9 contains 187660 members 
Mstep: Class 10 contains 6570 members 
Mstep: Class 11 contains 38269 members 
Mstep: Class 12 contains 8699 members 
Mstep: Class 13 contains 10603 members 
Mstep: Class 14 contains 8019 members 
Mstep: Class 15 contains 8401 members 
Mstep: Class 16 contains 10279 members 
Mstep: Class 17 contains 69643 members 
Mstep: Class 18 contains 5430 members 
Mstep: Class 19 contains 12342 members 
Mstep: Class 20 contains 2955 members 
Mstep: Class 21 contains 287021 members 
Mstep: Class 22 contains 40898 members 
Mstep: Class 23 contains 1064 members 
Mstep: Class 24 contains 282675 members 
Mstep: Class 25 contains 16105 members 
Mstep: Class 26 contains 21597 members 
Mstep: Class 27 contains 16593 members 
Mstep: Class 28 contains 11399 members 
Mstep: Class 29 contains 6131 members 
Mstep: Class 30 contains 39196 members 
Mstep: Class 31 contains 2314 members 
Mstep: Class 32 contains 10543 members 
Mstep: Class 33 contains 8128 members 
Mstep: Class 34 contains 216998 members 
Mstep: Class 35 contains 170860 members 
Mstep: Class 36 contains 10326 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 10857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412576.000000 Penalty: 136683.125000
Iteration 225Q: 39 clusters Score -2.354126e+08 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58592 members 
Mstep: Class 2 contains 156263 members 
Mstep: Class 3 contains 7330 members 
Mstep: Class 4 contains 179288 members 
Mstep: Class 5 contains 11110 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31600 members 
Mstep: Class 8 contains 22685 members 
Mstep: Class 9 contains 187659 members 
Mstep: Class 10 contains 6572 members 
Mstep: Class 11 contains 38258 members 
Mstep: Class 12 contains 8701 members 
Mstep: Class 13 contains 10604 members 
Mstep: Class 14 contains 8021 members 
Mstep: Class 15 contains 8404 members 
Mstep: Class 16 contains 10287 members 
Mstep: Class 17 contains 69646 members 
Mstep: Class 18 contains 5430 members 
Mstep: Class 19 contains 12337 members 
Mstep: Class 20 contains 2955 members 
Mstep: Class 21 contains 286952 members 
Mstep: Class 22 contains 40900 members 
Mstep: Class 23 contains 1064 members 
Mstep: Class 24 contains 282703 members 
Mstep: Class 25 contains 16105 members 
Mstep: Class 26 contains 21597 members 
Mstep: Class 27 contains 16592 members 
Mstep: Class 28 contains 11398 members 
Mstep: Class 29 contains 6132 members 
Mstep: Class 30 contains 39176 members 
Mstep: Class 31 contains 2315 members 
Mstep: Class 32 contains 10543 members 
Mstep: Class 33 contains 8125 members 
Mstep: Class 34 contains 217000 members 
Mstep: Class 35 contains 170862 members 
Mstep: Class 36 contains 10325 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 10859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412224.000000 Penalty: 136683.125000
Iteration 226Q: 39 clusters Score -2.354122e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58587 members 
Mstep: Class 2 contains 156265 members 
Mstep: Class 3 contains 7333 members 
Mstep: Class 4 contains 179296 members 
Mstep: Class 5 contains 11105 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31603 members 
Mstep: Class 8 contains 22732 members 
Mstep: Class 9 contains 187653 members 
Mstep: Class 10 contains 6571 members 
Mstep: Class 11 contains 38251 members 
Mstep: Class 12 contains 8700 members 
Mstep: Class 13 contains 10604 members 
Mstep: Class 14 contains 8022 members 
Mstep: Class 15 contains 8406 members 
Mstep: Class 16 contains 10304 members 
Mstep: Class 17 contains 69643 members 
Mstep: Class 18 contains 5430 members 
Mstep: Class 19 contains 12330 members 
Mstep: Class 20 contains 2955 members 
Mstep: Class 21 contains 286900 members 
Mstep: Class 22 contains 40906 members 
Mstep: Class 23 contains 1064 members 
Mstep: Class 24 contains 282711 members 
Mstep: Class 25 contains 16105 members 
Mstep: Class 26 contains 21597 members 
Mstep: Class 27 contains 16591 members 
Mstep: Class 28 contains 11398 members 
Mstep: Class 29 contains 6131 members 
Mstep: Class 30 contains 39156 members 
Mstep: Class 31 contains 2317 members 
Mstep: Class 32 contains 10544 members 
Mstep: Class 33 contains 8122 members 
Mstep: Class 34 contains 217006 members 
Mstep: Class 35 contains 170868 members 
Mstep: Class 36 contains 10324 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 10860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412224.000000 Penalty: 136683.125000
Iteration 227Q: 39 clusters Score -2.354122e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58579 members 
Mstep: Class 2 contains 156265 members 
Mstep: Class 3 contains 7336 members 
Mstep: Class 4 contains 179304 members 
Mstep: Class 5 contains 11103 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31602 members 
Mstep: Class 8 contains 22766 members 
Mstep: Class 9 contains 187655 members 
Mstep: Class 10 contains 6572 members 
Mstep: Class 11 contains 38245 members 
Mstep: Class 12 contains 8702 members 
Mstep: Class 13 contains 10604 members 
Mstep: Class 14 contains 8027 members 
Mstep: Class 15 contains 8405 members 
Mstep: Class 16 contains 10311 members 
Mstep: Class 17 contains 69643 members 
Mstep: Class 18 contains 5430 members 
Mstep: Class 19 contains 12327 members 
Mstep: Class 20 contains 2956 members 
Mstep: Class 21 contains 286844 members 
Mstep: Class 22 contains 40913 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282729 members 
Mstep: Class 25 contains 16106 members 
Mstep: Class 26 contains 21597 members 
Mstep: Class 27 contains 16589 members 
Mstep: Class 28 contains 11397 members 
Mstep: Class 29 contains 6134 members 
Mstep: Class 30 contains 39132 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 10545 members 
Mstep: Class 33 contains 8120 members 
Mstep: Class 34 contains 217018 members 
Mstep: Class 35 contains 170870 members 
Mstep: Class 36 contains 10323 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 10860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412336.000000 Penalty: 136683.125000
Iteration 228Q: 39 clusters Score -2.354123e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58578 members 
Mstep: Class 2 contains 156268 members 
Mstep: Class 3 contains 7339 members 
Mstep: Class 4 contains 179319 members 
Mstep: Class 5 contains 11104 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31600 members 
Mstep: Class 8 contains 22787 members 
Mstep: Class 9 contains 187661 members 
Mstep: Class 10 contains 6572 members 
Mstep: Class 11 contains 38246 members 
Mstep: Class 12 contains 8707 members 
Mstep: Class 13 contains 10600 members 
Mstep: Class 14 contains 8025 members 
Mstep: Class 15 contains 8405 members 
Mstep: Class 16 contains 10318 members 
Mstep: Class 17 contains 69632 members 
Mstep: Class 18 contains 5430 members 
Mstep: Class 19 contains 12325 members 
Mstep: Class 20 contains 2956 members 
Mstep: Class 21 contains 286802 members 
Mstep: Class 22 contains 40916 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282740 members 
Mstep: Class 25 contains 16106 members 
Mstep: Class 26 contains 21596 members 
Mstep: Class 27 contains 16586 members 
Mstep: Class 28 contains 11394 members 
Mstep: Class 29 contains 6135 members 
Mstep: Class 30 contains 39122 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 10546 members 
Mstep: Class 33 contains 8117 members 
Mstep: Class 34 contains 217019 members 
Mstep: Class 35 contains 170876 members 
Mstep: Class 36 contains 10323 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 10858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412480.000000 Penalty: 136683.125000
Iteration 229Q: 39 clusters Score -2.354125e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58578 members 
Mstep: Class 2 contains 156274 members 
Mstep: Class 3 contains 7337 members 
Mstep: Class 4 contains 179324 members 
Mstep: Class 5 contains 11103 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31598 members 
Mstep: Class 8 contains 22824 members 
Mstep: Class 9 contains 187670 members 
Mstep: Class 10 contains 6572 members 
Mstep: Class 11 contains 38252 members 
Mstep: Class 12 contains 8711 members 
Mstep: Class 13 contains 10599 members 
Mstep: Class 14 contains 8023 members 
Mstep: Class 15 contains 8405 members 
Mstep: Class 16 contains 10332 members 
Mstep: Class 17 contains 69621 members 
Mstep: Class 18 contains 5430 members 
Mstep: Class 19 contains 12323 members 
Mstep: Class 20 contains 2955 members 
Mstep: Class 21 contains 286756 members 
Mstep: Class 22 contains 40916 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282742 members 
Mstep: Class 25 contains 16107 members 
Mstep: Class 26 contains 21596 members 
Mstep: Class 27 contains 16582 members 
Mstep: Class 28 contains 11392 members 
Mstep: Class 29 contains 6136 members 
Mstep: Class 30 contains 39100 members 
Mstep: Class 31 contains 2324 members 
Mstep: Class 32 contains 10546 members 
Mstep: Class 33 contains 8114 members 
Mstep: Class 34 contains 217026 members 
Mstep: Class 35 contains 170878 members 
Mstep: Class 36 contains 10322 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 10859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412416.000000 Penalty: 136683.125000
Iteration 230Q: 39 clusters Score -2.354124e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58581 members 
Mstep: Class 2 contains 156277 members 
Mstep: Class 3 contains 7338 members 
Mstep: Class 4 contains 179327 members 
Mstep: Class 5 contains 11103 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31600 members 
Mstep: Class 8 contains 22848 members 
Mstep: Class 9 contains 187681 members 
Mstep: Class 10 contains 6572 members 
Mstep: Class 11 contains 38259 members 
Mstep: Class 12 contains 8712 members 
Mstep: Class 13 contains 10599 members 
Mstep: Class 14 contains 8024 members 
Mstep: Class 15 contains 8406 members 
Mstep: Class 16 contains 10333 members 
Mstep: Class 17 contains 69617 members 
Mstep: Class 18 contains 5430 members 
Mstep: Class 19 contains 12321 members 
Mstep: Class 20 contains 2956 members 
Mstep: Class 21 contains 286699 members 
Mstep: Class 22 contains 40917 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282743 members 
Mstep: Class 25 contains 16108 members 
Mstep: Class 26 contains 21596 members 
Mstep: Class 27 contains 16575 members 
Mstep: Class 28 contains 11392 members 
Mstep: Class 29 contains 6136 members 
Mstep: Class 30 contains 39088 members 
Mstep: Class 31 contains 2325 members 
Mstep: Class 32 contains 10546 members 
Mstep: Class 33 contains 8111 members 
Mstep: Class 34 contains 217051 members 
Mstep: Class 35 contains 170878 members 
Mstep: Class 36 contains 10318 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 10860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412400.000000 Penalty: 136683.125000
Iteration 231Q: 39 clusters Score -2.354124e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58579 members 
Mstep: Class 2 contains 156276 members 
Mstep: Class 3 contains 7338 members 
Mstep: Class 4 contains 179318 members 
Mstep: Class 5 contains 11108 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31601 members 
Mstep: Class 8 contains 22881 members 
Mstep: Class 9 contains 187677 members 
Mstep: Class 10 contains 6572 members 
Mstep: Class 11 contains 38254 members 
Mstep: Class 12 contains 8712 members 
Mstep: Class 13 contains 10601 members 
Mstep: Class 14 contains 8025 members 
Mstep: Class 15 contains 8408 members 
Mstep: Class 16 contains 10331 members 
Mstep: Class 17 contains 69609 members 
Mstep: Class 18 contains 5431 members 
Mstep: Class 19 contains 12322 members 
Mstep: Class 20 contains 2956 members 
Mstep: Class 21 contains 286641 members 
Mstep: Class 22 contains 40918 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282747 members 
Mstep: Class 25 contains 16108 members 
Mstep: Class 26 contains 21596 members 
Mstep: Class 27 contains 16573 members 
Mstep: Class 28 contains 11392 members 
Mstep: Class 29 contains 6135 members 
Mstep: Class 30 contains 39095 members 
Mstep: Class 31 contains 2324 members 
Mstep: Class 32 contains 10545 members 
Mstep: Class 33 contains 8110 members 
Mstep: Class 34 contains 217085 members 
Mstep: Class 35 contains 170878 members 
Mstep: Class 36 contains 10319 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 10862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412432.000000 Penalty: 136683.125000
Iteration 232Q: 39 clusters Score -2.354124e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58579 members 
Mstep: Class 2 contains 156280 members 
Mstep: Class 3 contains 7338 members 
Mstep: Class 4 contains 179322 members 
Mstep: Class 5 contains 11109 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31602 members 
Mstep: Class 8 contains 22915 members 
Mstep: Class 9 contains 187685 members 
Mstep: Class 10 contains 6572 members 
Mstep: Class 11 contains 38252 members 
Mstep: Class 12 contains 8714 members 
Mstep: Class 13 contains 10597 members 
Mstep: Class 14 contains 8026 members 
Mstep: Class 15 contains 8409 members 
Mstep: Class 16 contains 10337 members 
Mstep: Class 17 contains 69603 members 
Mstep: Class 18 contains 5431 members 
Mstep: Class 19 contains 12321 members 
Mstep: Class 20 contains 2956 members 
Mstep: Class 21 contains 286581 members 
Mstep: Class 22 contains 40915 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282761 members 
Mstep: Class 25 contains 16108 members 
Mstep: Class 26 contains 21596 members 
Mstep: Class 27 contains 16565 members 
Mstep: Class 28 contains 11392 members 
Mstep: Class 29 contains 6136 members 
Mstep: Class 30 contains 39098 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 10544 members 
Mstep: Class 33 contains 8109 members 
Mstep: Class 34 contains 217098 members 
Mstep: Class 35 contains 170876 members 
Mstep: Class 36 contains 10318 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 10863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412304.000000 Penalty: 136683.125000
Iteration 233Q: 39 clusters Score -2.354123e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58575 members 
Mstep: Class 2 contains 156281 members 
Mstep: Class 3 contains 7341 members 
Mstep: Class 4 contains 179327 members 
Mstep: Class 5 contains 11110 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31600 members 
Mstep: Class 8 contains 22951 members 
Mstep: Class 9 contains 187680 members 
Mstep: Class 10 contains 6574 members 
Mstep: Class 11 contains 38255 members 
Mstep: Class 12 contains 8714 members 
Mstep: Class 13 contains 10597 members 
Mstep: Class 14 contains 8027 members 
Mstep: Class 15 contains 8408 members 
Mstep: Class 16 contains 10338 members 
Mstep: Class 17 contains 69602 members 
Mstep: Class 18 contains 5431 members 
Mstep: Class 19 contains 12320 members 
Mstep: Class 20 contains 2956 members 
Mstep: Class 21 contains 286505 members 
Mstep: Class 22 contains 40913 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282783 members 
Mstep: Class 25 contains 16108 members 
Mstep: Class 26 contains 21594 members 
Mstep: Class 27 contains 16563 members 
Mstep: Class 28 contains 11392 members 
Mstep: Class 29 contains 6140 members 
Mstep: Class 30 contains 39092 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 10544 members 
Mstep: Class 33 contains 8109 members 
Mstep: Class 34 contains 217122 members 
Mstep: Class 35 contains 170872 members 
Mstep: Class 36 contains 10319 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 10866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412352.000000 Penalty: 136683.125000
Iteration 234Q: 39 clusters Score -2.354124e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58569 members 
Mstep: Class 2 contains 156284 members 
Mstep: Class 3 contains 7344 members 
Mstep: Class 4 contains 179328 members 
Mstep: Class 5 contains 11111 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31596 members 
Mstep: Class 8 contains 22993 members 
Mstep: Class 9 contains 187676 members 
Mstep: Class 10 contains 6575 members 
Mstep: Class 11 contains 38264 members 
Mstep: Class 12 contains 8715 members 
Mstep: Class 13 contains 10597 members 
Mstep: Class 14 contains 8026 members 
Mstep: Class 15 contains 8409 members 
Mstep: Class 16 contains 10340 members 
Mstep: Class 17 contains 69600 members 
Mstep: Class 18 contains 5431 members 
Mstep: Class 19 contains 12320 members 
Mstep: Class 20 contains 2956 members 
Mstep: Class 21 contains 286426 members 
Mstep: Class 22 contains 40910 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282791 members 
Mstep: Class 25 contains 16107 members 
Mstep: Class 26 contains 21595 members 
Mstep: Class 27 contains 16560 members 
Mstep: Class 28 contains 11393 members 
Mstep: Class 29 contains 6142 members 
Mstep: Class 30 contains 39094 members 
Mstep: Class 31 contains 2318 members 
Mstep: Class 32 contains 10543 members 
Mstep: Class 33 contains 8108 members 
Mstep: Class 34 contains 217151 members 
Mstep: Class 35 contains 170869 members 
Mstep: Class 36 contains 10319 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 10867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412496.000000 Penalty: 136683.125000
Iteration 235Q: 39 clusters Score -2.354125e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58571 members 
Mstep: Class 2 contains 156285 members 
Mstep: Class 3 contains 7346 members 
Mstep: Class 4 contains 179329 members 
Mstep: Class 5 contains 11114 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31603 members 
Mstep: Class 8 contains 23044 members 
Mstep: Class 9 contains 187671 members 
Mstep: Class 10 contains 6575 members 
Mstep: Class 11 contains 38266 members 
Mstep: Class 12 contains 8716 members 
Mstep: Class 13 contains 10596 members 
Mstep: Class 14 contains 8026 members 
Mstep: Class 15 contains 8409 members 
Mstep: Class 16 contains 10350 members 
Mstep: Class 17 contains 69595 members 
Mstep: Class 18 contains 5431 members 
Mstep: Class 19 contains 12321 members 
Mstep: Class 20 contains 2956 members 
Mstep: Class 21 contains 286321 members 
Mstep: Class 22 contains 40908 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282805 members 
Mstep: Class 25 contains 16105 members 
Mstep: Class 26 contains 21594 members 
Mstep: Class 27 contains 16560 members 
Mstep: Class 28 contains 11393 members 
Mstep: Class 29 contains 6141 members 
Mstep: Class 30 contains 39090 members 
Mstep: Class 31 contains 2319 members 
Mstep: Class 32 contains 10542 members 
Mstep: Class 33 contains 8106 members 
Mstep: Class 34 contains 217196 members 
Mstep: Class 35 contains 170859 members 
Mstep: Class 36 contains 10319 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 10865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412368.000000 Penalty: 136683.125000
Iteration 236Q: 39 clusters Score -2.354124e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58571 members 
Mstep: Class 2 contains 156284 members 
Mstep: Class 3 contains 7347 members 
Mstep: Class 4 contains 179320 members 
Mstep: Class 5 contains 11114 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31602 members 
Mstep: Class 8 contains 23082 members 
Mstep: Class 9 contains 187674 members 
Mstep: Class 10 contains 6575 members 
Mstep: Class 11 contains 38266 members 
Mstep: Class 12 contains 8715 members 
Mstep: Class 13 contains 10596 members 
Mstep: Class 14 contains 8027 members 
Mstep: Class 15 contains 8410 members 
Mstep: Class 16 contains 10350 members 
Mstep: Class 17 contains 69595 members 
Mstep: Class 18 contains 5431 members 
Mstep: Class 19 contains 12320 members 
Mstep: Class 20 contains 2956 members 
Mstep: Class 21 contains 286238 members 
Mstep: Class 22 contains 40909 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282815 members 
Mstep: Class 25 contains 16104 members 
Mstep: Class 26 contains 21594 members 
Mstep: Class 27 contains 16554 members 
Mstep: Class 28 contains 11390 members 
Mstep: Class 29 contains 6142 members 
Mstep: Class 30 contains 39092 members 
Mstep: Class 31 contains 2321 members 
Mstep: Class 32 contains 10542 members 
Mstep: Class 33 contains 8108 members 
Mstep: Class 34 contains 217238 members 
Mstep: Class 35 contains 170859 members 
Mstep: Class 36 contains 10319 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 10867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412464.000000 Penalty: 136683.125000
Iteration 237Q: 39 clusters Score -2.354125e+08 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58568 members 
Mstep: Class 2 contains 156286 members 
Mstep: Class 3 contains 7348 members 
Mstep: Class 4 contains 179312 members 
Mstep: Class 5 contains 11116 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31602 members 
Mstep: Class 8 contains 23118 members 
Mstep: Class 9 contains 187676 members 
Mstep: Class 10 contains 6577 members 
Mstep: Class 11 contains 38261 members 
Mstep: Class 12 contains 8719 members 
Mstep: Class 13 contains 10596 members 
Mstep: Class 14 contains 8026 members 
Mstep: Class 15 contains 8413 members 
Mstep: Class 16 contains 10356 members 
Mstep: Class 17 contains 69596 members 
Mstep: Class 18 contains 5431 members 
Mstep: Class 19 contains 12320 members 
Mstep: Class 20 contains 2956 members 
Mstep: Class 21 contains 286154 members 
Mstep: Class 22 contains 40914 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282819 members 
Mstep: Class 25 contains 16103 members 
Mstep: Class 26 contains 21594 members 
Mstep: Class 27 contains 16552 members 
Mstep: Class 28 contains 11388 members 
Mstep: Class 29 contains 6143 members 
Mstep: Class 30 contains 39087 members 
Mstep: Class 31 contains 2317 members 
Mstep: Class 32 contains 10542 members 
Mstep: Class 33 contains 8105 members 
Mstep: Class 34 contains 217282 members 
Mstep: Class 35 contains 170864 members 
Mstep: Class 36 contains 10319 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 10867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412448.000000 Penalty: 136683.125000
Iteration 238Q: 39 clusters Score -2.354124e+08 nChanged 360
Entering ConstructFrom: 
Score: -235412448.000000 Penalty: 136683.125000
Entering ConstructFrom: 
Trying to split cluster 1 (58569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58569 members 
Entering Unmasked Estep 
Score: -7145960.500000 Penalty: 2722.534180
	Iteration 0F: 2 clusters Score -7145960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -7106690.000000 Penalty: 5445.068359
	Iteration 0F: 3 clusters Score -7106690 nChanged 27030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -7121965.000000 Penalty: 5445.068359
	Iteration 1F: 3 clusters Score -7121965 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 33089 members 
Entering Unmasked Estep 
Score: -7122811.500000 Penalty: 5445.068359
	Iteration 2Q: 3 clusters Score -7122812 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 35148 members 
Entering Unmasked Estep 
Score: -7124050.500000 Penalty: 5445.068359
	Iteration 3Q: 3 clusters Score -7124050 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 38161 members 
Entering Unmasked Estep 
Score: -7126109.000000 Penalty: 5445.068359
	Iteration 4F: 3 clusters Score -7126109 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 42058 members 
Entering Unmasked Estep 
Score: -7129224.500000 Penalty: 5445.068359
	Iteration 5F: 3 clusters Score -7129224 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 46485 members 
Entering Unmasked Estep 
Score: -7133367.500000 Penalty: 5445.068359
	Iteration 6F: 3 clusters Score -7133368 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 50656 members 
Entering Unmasked Estep 
Score: -7137580.000000 Penalty: 5445.068359
	Iteration 7F: 3 clusters Score -7137580 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 53687 members 
Entering Unmasked Estep 
Score: -7140674.000000 Penalty: 5445.068359
	Iteration 8F: 3 clusters Score -7140674 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 55515 members 
Entering Unmasked Estep 
Score: -7142549.000000 Penalty: 5445.068359
	Iteration 9Q: 3 clusters Score -7142549 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 56405 members 
Entering Unmasked Estep 
Score: -7143420.500000 Penalty: 5445.068359
	Iteration 10Q: 3 clusters Score -7143420 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 56829 members 
Entering Unmasked Estep 
Score: -7143861.500000 Penalty: 5445.068359
	Iteration 11Q: 3 clusters Score -7143862 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 57071 members 
Entering Unmasked Estep 
Score: -7144162.500000 Penalty: 5445.068359
	Iteration 12Q: 3 clusters Score -7144162 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 57215 members 
Entering Unmasked Estep 
Score: -7144361.500000 Penalty: 5445.068359
	Iteration 13Q: 3 clusters Score -7144362 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 57288 members 
Entering Unmasked Estep 
Score: -7144447.000000 Penalty: 5445.068359
	Iteration 14Q: 3 clusters Score -7144447 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 57333 members 
Entering Unmasked Estep 
Score: -7144533.000000 Penalty: 5445.068359
	Iteration 15Q: 3 clusters Score -7144533 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 57356 members 
Entering Unmasked Estep 
Score: -7144560.000000 Penalty: 5445.068359
	Iteration 16Q: 3 clusters Score -7144560 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 57375 members 
Entering Unmasked Estep 
Score: -7144570.000000 Penalty: 5445.068359
	Iteration 17Q: 3 clusters Score -7144570 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 57385 members 
Entering Unmasked Estep 
Score: -7144578.000000 Penalty: 5445.068359
	Iteration 18Q: 3 clusters Score -7144578 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 57390 members 
Entering Unmasked Estep 
Score: -7144585.500000 Penalty: 5445.068359
	Iteration 19Q: 3 clusters Score -7144586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 57403 members 
Entering Unmasked Estep 
Score: -7144601.000000 Penalty: 5445.068359
	Iteration 20F: 3 clusters Score -7144601 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 57415 members 
Entering Unmasked Estep 
Score: -7144607.000000 Penalty: 5445.068359
	Iteration 21Q: 3 clusters Score -7144607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 57422 members 
Entering Unmasked Estep 
Score: -7144610.500000 Penalty: 5445.068359
	Iteration 22Q: 3 clusters Score -7144610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 57429 members 
Entering Unmasked Estep 
Score: -7144619.000000 Penalty: 5445.068359
	Iteration 23Q: 3 clusters Score -7144619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 57439 members 
Entering Unmasked Estep 
Score: -7144622.500000 Penalty: 5445.068359
	Iteration 24Q: 3 clusters Score -7144622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 57445 members 
Entering Unmasked Estep 
Score: -7144626.000000 Penalty: 5445.068359
	Iteration 25Q: 3 clusters Score -7144626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 57445 members 
Entering Unmasked Estep 
Score: -7144631.000000 Penalty: 5445.068359
	Iteration 26Q: 3 clusters Score -7144631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 57445 members 
Entering Unmasked Estep 
Score: -7144629.500000 Penalty: 5445.068359
	Iteration 27Q: 3 clusters Score -7144630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 57447 members 
Entering Unmasked Estep 
Score: -7144634.000000 Penalty: 5445.068359
	Iteration 28Q: 3 clusters Score -7144634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 57449 members 
Entering Unmasked Estep 
Score: -7144635.500000 Penalty: 5445.068359
	Iteration 29Q: 3 clusters Score -7144636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 57453 members 
Entering Unmasked Estep 
Score: -7144642.500000 Penalty: 5445.068359
	Iteration 30Q: 3 clusters Score -7144642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 57454 members 
Entering Unmasked Estep 
Score: -7144641.000000 Penalty: 5445.068359
	Iteration 31Q: 3 clusters Score -7144641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 57457 members 
Entering Unmasked Estep 
Score: -7144645.500000 Penalty: 5445.068359
	Iteration 32Q: 3 clusters Score -7144646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 57458 members 
Entering Unmasked Estep 
Score: -7144643.000000 Penalty: 5445.068359
	Iteration 33Q: 3 clusters Score -7144643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 57462 members 
Entering Unmasked Estep 
Score: -7144643.500000 Penalty: 5445.068359
	Iteration 34Q: 3 clusters Score -7144644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 57467 members 
Entering Unmasked Estep 
Score: -7144642.500000 Penalty: 5445.068359
	Iteration 35Q: 3 clusters Score -7144642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 57469 members 
Entering Unmasked Estep 
Score: -7144648.000000 Penalty: 5445.068359
	Iteration 36Q: 3 clusters Score -7144648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 57467 members 
Entering Unmasked Estep 
Score: -7144648.500000 Penalty: 5445.068359
	Iteration 37Q: 3 clusters Score -7144648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 57463 members 
Entering Unmasked Estep 
Score: -7144646.500000 Penalty: 5445.068359
	Iteration 38Q: 3 clusters Score -7144646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 57464 members 
Entering Unmasked Estep 
Score: -7144644.000000 Penalty: 5445.068359
	Iteration 39Q: 3 clusters Score -7144644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 57464 members 
Entering Unmasked Estep 
Score: -7144649.500000 Penalty: 5445.068359
	Iteration 40F: 3 clusters Score -7144650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 57464 members 
Entering Unmasked Estep 
Score: -7144651.000000 Penalty: 5445.068359
	Iteration 41Q: 3 clusters Score -7144651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 57463 members 
Entering Unmasked Estep 
Score: -7144648.500000 Penalty: 5445.068359
	Iteration 42Q: 3 clusters Score -7144648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 57462 members 
Entering Unmasked Estep 
Score: -7144649.000000 Penalty: 5445.068359
	Iteration 43Q: 3 clusters Score -7144649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 57462 members 
Entering Unmasked Estep 
Score: -7144649.000000 Penalty: 5445.068359
	Iteration 44F: 3 clusters Score -7144649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (156285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156285 members 
Entering Unmasked Estep 
Score: -19066306.000000 Penalty: 2965.940186
	Iteration 0F: 2 clusters Score -1.906631e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78378 members 
Mstep: Class 2 contains 77907 members 
Entering Unmasked Estep 
Score: -18961528.000000 Penalty: 5931.880371
	Iteration 0F: 3 clusters Score -1.896153e+07 nChanged 74916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82750 members 
Mstep: Class 2 contains 73535 members 
Entering Unmasked Estep 
Score: -19004856.000000 Penalty: 5931.880371
	Iteration 1F: 3 clusters Score -1.900486e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85665 members 
Mstep: Class 2 contains 70620 members 
Entering Unmasked Estep 
Score: -19006196.000000 Penalty: 5931.880371
	Iteration 2Q: 3 clusters Score -1.90062e+07 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90236 members 
Mstep: Class 2 contains 66049 members 
Entering Unmasked Estep 
Score: -19008026.000000 Penalty: 5931.880371
	Iteration 3Q: 3 clusters Score -1.900803e+07 nChanged 7874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97404 members 
Mstep: Class 2 contains 58881 members 
Entering Unmasked Estep 
Score: -19011840.000000 Penalty: 5931.880371
	Iteration 4F: 3 clusters Score -1.901184e+07 nChanged 10708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107716 members 
Mstep: Class 2 contains 48569 members 
Entering Unmasked Estep 
Score: -19018916.000000 Penalty: 5931.880371
	Iteration 5F: 3 clusters Score -1.901892e+07 nChanged 13503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120959 members 
Mstep: Class 2 contains 35326 members 
Entering Unmasked Estep 
Score: -19030280.000000 Penalty: 5931.880371
	Iteration 6F: 3 clusters Score -1.903028e+07 nChanged 13848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134679 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -19043264.000000 Penalty: 5931.880371
	Iteration 7F: 3 clusters Score -1.904326e+07 nChanged 10698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145319 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -19053850.000000 Penalty: 5931.880371
	Iteration 8F: 3 clusters Score -1.905385e+07 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151500 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -19059626.000000 Penalty: 5931.880371
	Iteration 9Q: 3 clusters Score -1.905963e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154349 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -19062124.000000 Penalty: 5931.880371
	Iteration 10Q: 3 clusters Score -1.906212e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155393 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -19062958.000000 Penalty: 5931.880371
	Iteration 11Q: 3 clusters Score -1.906296e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155739 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -19063332.000000 Penalty: 5931.880371
	Iteration 12Q: 3 clusters Score -1.906333e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155860 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -19063490.000000 Penalty: 5931.880371
	Iteration 13Q: 3 clusters Score -1.906349e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155907 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -19063548.000000 Penalty: 5931.880371
	Iteration 14Q: 3 clusters Score -1.906355e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155930 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -19063596.000000 Penalty: 5931.880371
	Iteration 15Q: 3 clusters Score -1.90636e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155954 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -19063628.000000 Penalty: 5931.880371
	Iteration 16Q: 3 clusters Score -1.906363e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155972 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -19063670.000000 Penalty: 5931.880371
	Iteration 17Q: 3 clusters Score -1.906367e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155976 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -19063688.000000 Penalty: 5931.880371
	Iteration 18Q: 3 clusters Score -1.906369e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155981 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -19063686.000000 Penalty: 5931.880371
	Iteration 19Q: 3 clusters Score -1.906369e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155987 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -19063700.000000 Penalty: 5931.880371
	Iteration 20F: 3 clusters Score -1.90637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155987 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -19063708.000000 Penalty: 5931.880371
	Iteration 21Q: 3 clusters Score -1.906371e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155988 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -19063710.000000 Penalty: 5931.880371
	Iteration 22Q: 3 clusters Score -1.906371e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155988 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -19063710.000000 Penalty: 5931.880371
	Iteration 23F: 3 clusters Score -1.906371e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Entering Unmasked Estep 
Score: -789687.687500 Penalty: 2207.775391
	Iteration 0F: 2 clusters Score -789687.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -783751.500000 Penalty: 4415.550781
	Iteration 0F: 3 clusters Score -783751.5 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -785852.625000 Penalty: 4415.550781
	Iteration 1F: 3 clusters Score -785852.6 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -786526.125000 Penalty: 4415.550781
	Iteration 2F: 3 clusters Score -786526.1 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -787153.437500 Penalty: 4415.550781
	Iteration 3F: 3 clusters Score -787153.4 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -787824.187500 Penalty: 4415.550781
	Iteration 4F: 3 clusters Score -787824.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -788359.250000 Penalty: 4415.550781
	Iteration 5F: 3 clusters Score -788359.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -788692.812500 Penalty: 4415.550781
	Iteration 6F: 3 clusters Score -788692.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -788889.375000 Penalty: 4415.550781
	Iteration 7Q: 3 clusters Score -788889.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -789005.562500 Penalty: 4415.550781
	Iteration 8Q: 3 clusters Score -789005.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -789068.125000 Penalty: 4415.550781
	Iteration 9Q: 3 clusters Score -789068.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -789105.062500 Penalty: 4415.550781
	Iteration 10Q: 3 clusters Score -789105.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -789125.625000 Penalty: 4415.550781
	Iteration 11Q: 3 clusters Score -789125.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -789142.812500 Penalty: 4415.550781
	Iteration 12Q: 3 clusters Score -789142.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -789157.687500 Penalty: 4415.550781
	Iteration 13Q: 3 clusters Score -789157.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -789169.250000 Penalty: 4415.550781
	Iteration 14Q: 3 clusters Score -789169.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -789174.062500 Penalty: 4415.550781
	Iteration 15Q: 3 clusters Score -789174.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -789177.937500 Penalty: 4415.550781
	Iteration 16Q: 3 clusters Score -789177.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -789180.875000 Penalty: 4415.550781
	Iteration 17Q: 3 clusters Score -789180.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -789185.125000 Penalty: 4415.550781
	Iteration 18Q: 3 clusters Score -789185.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -789184.312500 Penalty: 4415.550781
	Iteration 19Q: 3 clusters Score -789184.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -789192.250000 Penalty: 4415.550781
	Iteration 20F: 3 clusters Score -789192.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -789192.500000 Penalty: 4415.550781
	Iteration 21Q: 3 clusters Score -789192.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -789192.687500 Penalty: 4415.550781
	Iteration 22Q: 3 clusters Score -789192.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -789192.562500 Penalty: 4415.550781
	Iteration 23Q: 3 clusters Score -789192.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -789192.562500 Penalty: 4415.550781
	Iteration 24F: 3 clusters Score -789192.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (179307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179307 members 
Entering Unmasked Estep 
Score: -21876546.000000 Penalty: 3000.020020
	Iteration 0F: 2 clusters Score -2.187655e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89785 members 
Mstep: Class 2 contains 89522 members 
Entering Unmasked Estep 
Score: -21756964.000000 Penalty: 6000.040039
	Iteration 0F: 3 clusters Score -2.175696e+07 nChanged 86113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92600 members 
Mstep: Class 2 contains 86707 members 
Entering Unmasked Estep 
Score: -21807606.000000 Penalty: 6000.040039
	Iteration 1F: 3 clusters Score -2.180761e+07 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94719 members 
Mstep: Class 2 contains 84588 members 
Entering Unmasked Estep 
Score: -21808884.000000 Penalty: 6000.040039
	Iteration 2Q: 3 clusters Score -2.180888e+07 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98265 members 
Mstep: Class 2 contains 81042 members 
Entering Unmasked Estep 
Score: -21810684.000000 Penalty: 6000.040039
	Iteration 3Q: 3 clusters Score -2.181068e+07 nChanged 8055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103762 members 
Mstep: Class 2 contains 75545 members 
Entering Unmasked Estep 
Score: -21813928.000000 Penalty: 6000.040039
	Iteration 4Q: 3 clusters Score -2.181393e+07 nChanged 10321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111803 members 
Mstep: Class 2 contains 67504 members 
Entering Unmasked Estep 
Score: -21819556.000000 Penalty: 6000.040039
	Iteration 5F: 3 clusters Score -2.181956e+07 nChanged 12629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122392 members 
Mstep: Class 2 contains 56915 members 
Entering Unmasked Estep 
Score: -21827370.000000 Penalty: 6000.040039
	Iteration 6F: 3 clusters Score -2.182737e+07 nChanged 13807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134791 members 
Mstep: Class 2 contains 44516 members 
Entering Unmasked Estep 
Score: -21837856.000000 Penalty: 6000.040039
	Iteration 7F: 3 clusters Score -2.183786e+07 nChanged 13261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147264 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -21848224.000000 Penalty: 6000.040039
	Iteration 8F: 3 clusters Score -2.184822e+07 nChanged 11153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158165 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -21857272.000000 Penalty: 6000.040039
	Iteration 9F: 3 clusters Score -2.185727e+07 nChanged 8445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166554 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -21863878.000000 Penalty: 6000.040039
	Iteration 10Q: 3 clusters Score -2.186388e+07 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172483 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -21868744.000000 Penalty: 6000.040039
	Iteration 11Q: 3 clusters Score -2.186874e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175860 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -21871264.000000 Penalty: 6000.040039
	Iteration 12Q: 3 clusters Score -2.187126e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177642 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -21872680.000000 Penalty: 6000.040039
	Iteration 13Q: 3 clusters Score -2.187268e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178403 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -21873320.000000 Penalty: 6000.040039
	Iteration 14Q: 3 clusters Score -2.187332e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178687 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -21873644.000000 Penalty: 6000.040039
	Iteration 15Q: 3 clusters Score -2.187364e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178795 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -21873780.000000 Penalty: 6000.040039
	Iteration 16Q: 3 clusters Score -2.187378e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178848 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -21873804.000000 Penalty: 6000.040039
	Iteration 17Q: 3 clusters Score -2.18738e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178885 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -21873906.000000 Penalty: 6000.040039
	Iteration 18Q: 3 clusters Score -2.187391e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178898 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -21873936.000000 Penalty: 6000.040039
	Iteration 19Q: 3 clusters Score -2.187394e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178913 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -21873950.000000 Penalty: 6000.040039
	Iteration 20F: 3 clusters Score -2.187395e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178917 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -21873962.000000 Penalty: 6000.040039
	Iteration 21Q: 3 clusters Score -2.187396e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178924 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -21873974.000000 Penalty: 6000.040039
	Iteration 22Q: 3 clusters Score -2.187397e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178929 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -21873986.000000 Penalty: 6000.040039
	Iteration 23Q: 3 clusters Score -2.187399e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178934 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -21873976.000000 Penalty: 6000.040039
	Iteration 24Q: 3 clusters Score -2.187398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178938 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -21874000.000000 Penalty: 6000.040039
	Iteration 25Q: 3 clusters Score -2.1874e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178937 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -21873998.000000 Penalty: 6000.040039
	Iteration 26Q: 3 clusters Score -2.1874e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178936 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -21874004.000000 Penalty: 6000.040039
	Iteration 27Q: 3 clusters Score -2.1874e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178935 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -21874002.000000 Penalty: 6000.040039
	Iteration 28Q: 3 clusters Score -2.1874e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178935 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -21874002.000000 Penalty: 6000.040039
	Iteration 29F: 3 clusters Score -2.1874e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Entering Unmasked Estep 
Score: -1349438.750000 Penalty: 2310.425293
	Iteration 0F: 2 clusters Score -1349439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1341126.875000 Penalty: 4620.850586
	Iteration 0F: 3 clusters Score -1341127 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1343574.250000 Penalty: 4620.850586
	Iteration 1F: 3 clusters Score -1343574 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1343947.250000 Penalty: 4620.850586
	Iteration 2F: 3 clusters Score -1343947 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1344235.125000 Penalty: 4620.850586
	Iteration 3F: 3 clusters Score -1344235 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1344501.875000 Penalty: 4620.850586
	Iteration 4Q: 3 clusters Score -1344502 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1344717.500000 Penalty: 4620.850586
	Iteration 5Q: 3 clusters Score -1344718 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1344944.125000 Penalty: 4620.850586
	Iteration 6Q: 3 clusters Score -1344944 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1345145.000000 Penalty: 4620.850586
	Iteration 7Q: 3 clusters Score -1345145 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1345335.000000 Penalty: 4620.850586
	Iteration 8Q: 3 clusters Score -1345335 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1345492.500000 Penalty: 4620.850586
	Iteration 9Q: 3 clusters Score -1345492 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1345667.875000 Penalty: 4620.850586
	Iteration 10Q: 3 clusters Score -1345668 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1345808.500000 Penalty: 4620.850586
	Iteration 11Q: 3 clusters Score -1345808 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1345936.875000 Penalty: 4620.850586
	Iteration 12Q: 3 clusters Score -1345937 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1346111.500000 Penalty: 4620.850586
	Iteration 13Q: 3 clusters Score -1346112 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1346299.125000 Penalty: 4620.850586
	Iteration 14Q: 3 clusters Score -1346299 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1346464.750000 Penalty: 4620.850586
	Iteration 15Q: 3 clusters Score -1346465 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1346597.375000 Penalty: 4620.850586
	Iteration 16Q: 3 clusters Score -1346597 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1346691.250000 Penalty: 4620.850586
	Iteration 17Q: 3 clusters Score -1346691 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1346778.125000 Penalty: 4620.850586
	Iteration 18Q: 3 clusters Score -1346778 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1346842.375000 Penalty: 4620.850586
	Iteration 19Q: 3 clusters Score -1346842 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1346903.625000 Penalty: 4620.850586
	Iteration 20F: 3 clusters Score -1346904 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1346948.375000 Penalty: 4620.850586
	Iteration 21Q: 3 clusters Score -1346948 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1346985.375000 Penalty: 4620.850586
	Iteration 22Q: 3 clusters Score -1346985 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1347021.000000 Penalty: 4620.850586
	Iteration 23Q: 3 clusters Score -1347021 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1347050.875000 Penalty: 4620.850586
	Iteration 24Q: 3 clusters Score -1347051 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1347080.125000 Penalty: 4620.850586
	Iteration 25Q: 3 clusters Score -1347080 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1347104.125000 Penalty: 4620.850586
	Iteration 26Q: 3 clusters Score -1347104 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1347128.250000 Penalty: 4620.850586
	Iteration 27Q: 3 clusters Score -1347128 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1347149.250000 Penalty: 4620.850586
	Iteration 28Q: 3 clusters Score -1347149 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1347174.250000 Penalty: 4620.850586
	Iteration 29Q: 3 clusters Score -1347174 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1347191.375000 Penalty: 4620.850586
	Iteration 30Q: 3 clusters Score -1347191 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1347212.375000 Penalty: 4620.850586
	Iteration 31Q: 3 clusters Score -1347212 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1347227.500000 Penalty: 4620.850586
	Iteration 32Q: 3 clusters Score -1347228 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1347247.375000 Penalty: 4620.850586
	Iteration 33Q: 3 clusters Score -1347247 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1347267.125000 Penalty: 4620.850586
	Iteration 34Q: 3 clusters Score -1347267 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1347283.375000 Penalty: 4620.850586
	Iteration 35Q: 3 clusters Score -1347283 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1347300.625000 Penalty: 4620.850586
	Iteration 36Q: 3 clusters Score -1347301 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1347315.500000 Penalty: 4620.850586
	Iteration 37Q: 3 clusters Score -1347316 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1347334.375000 Penalty: 4620.850586
	Iteration 38Q: 3 clusters Score -1347334 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1347349.875000 Penalty: 4620.850586
	Iteration 39Q: 3 clusters Score -1347350 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1347362.250000 Penalty: 4620.850586
	Iteration 40F: 3 clusters Score -1347362 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1347370.125000 Penalty: 4620.850586
	Iteration 41Q: 3 clusters Score -1347370 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1347372.375000 Penalty: 4620.850586
	Iteration 42Q: 3 clusters Score -1347372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1347380.250000 Penalty: 4620.850586
	Iteration 43Q: 3 clusters Score -1347380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1347384.750000 Penalty: 4620.850586
	Iteration 44Q: 3 clusters Score -1347385 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1347385.625000 Penalty: 4620.850586
	Iteration 45Q: 3 clusters Score -1347386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1347389.750000 Penalty: 4620.850586
	Iteration 46Q: 3 clusters Score -1347390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1347393.625000 Penalty: 4620.850586
	Iteration 47Q: 3 clusters Score -1347394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1347399.375000 Penalty: 4620.850586
	Iteration 48Q: 3 clusters Score -1347399 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1347403.875000 Penalty: 4620.850586
	Iteration 49Q: 3 clusters Score -1347404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1347405.375000 Penalty: 4620.850586
	Iteration 50Q: 3 clusters Score -1347405 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1347406.875000 Penalty: 4620.850586
	Iteration 51Q: 3 clusters Score -1347407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1347410.500000 Penalty: 4620.850586
	Iteration 52Q: 3 clusters Score -1347410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1347412.750000 Penalty: 4620.850586
	Iteration 53Q: 3 clusters Score -1347413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1347414.250000 Penalty: 4620.850586
	Iteration 54Q: 3 clusters Score -1347414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1347417.250000 Penalty: 4620.850586
	Iteration 55Q: 3 clusters Score -1347417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1347418.500000 Penalty: 4620.850586
	Iteration 56Q: 3 clusters Score -1347418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1347414.375000 Penalty: 4620.850586
	Iteration 57Q: 3 clusters Score -1347414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1347412.750000 Penalty: 4620.850586
	Iteration 58Q: 3 clusters Score -1347413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1347415.125000 Penalty: 4620.850586
	Iteration 59Q: 3 clusters Score -1347415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1347418.875000 Penalty: 4620.850586
	Iteration 60F: 3 clusters Score -1347419 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1347422.750000 Penalty: 4620.850586
	Iteration 61Q: 3 clusters Score -1347423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1347426.000000 Penalty: 4620.850586
	Iteration 62Q: 3 clusters Score -1347426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1347430.375000 Penalty: 4620.850586
	Iteration 63Q: 3 clusters Score -1347430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1347438.250000 Penalty: 4620.850586
	Iteration 64Q: 3 clusters Score -1347438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1347440.250000 Penalty: 4620.850586
	Iteration 65Q: 3 clusters Score -1347440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1347448.750000 Penalty: 4620.850586
	Iteration 66Q: 3 clusters Score -1347449 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1347455.875000 Penalty: 4620.850586
	Iteration 67Q: 3 clusters Score -1347456 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1347463.250000 Penalty: 4620.850586
	Iteration 68Q: 3 clusters Score -1347463 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1347464.250000 Penalty: 4620.850586
	Iteration 69Q: 3 clusters Score -1347464 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1347473.125000 Penalty: 4620.850586
	Iteration 70Q: 3 clusters Score -1347473 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1347475.000000 Penalty: 4620.850586
	Iteration 71Q: 3 clusters Score -1347475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1347477.875000 Penalty: 4620.850586
	Iteration 72Q: 3 clusters Score -1347478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1347482.375000 Penalty: 4620.850586
	Iteration 73Q: 3 clusters Score -1347482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1347480.375000 Penalty: 4620.850586
	Iteration 74Q: 3 clusters Score -1347480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1347484.625000 Penalty: 4620.850586
	Iteration 75Q: 3 clusters Score -1347485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1347490.875000 Penalty: 4620.850586
	Iteration 76Q: 3 clusters Score -1347491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1347493.500000 Penalty: 4620.850586
	Iteration 77Q: 3 clusters Score -1347494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1347497.000000 Penalty: 4620.850586
	Iteration 78Q: 3 clusters Score -1347497 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1347501.250000 Penalty: 4620.850586
	Iteration 79Q: 3 clusters Score -1347501 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1347509.625000 Penalty: 4620.850586
	Iteration 80F: 3 clusters Score -1347510 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1347513.125000 Penalty: 4620.850586
	Iteration 81Q: 3 clusters Score -1347513 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1347521.875000 Penalty: 4620.850586
	Iteration 82Q: 3 clusters Score -1347522 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1347527.250000 Penalty: 4620.850586
	Iteration 83Q: 3 clusters Score -1347527 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1347529.500000 Penalty: 4620.850586
	Iteration 84Q: 3 clusters Score -1347530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1347538.500000 Penalty: 4620.850586
	Iteration 85Q: 3 clusters Score -1347538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1347547.625000 Penalty: 4620.850586
	Iteration 86Q: 3 clusters Score -1347548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1347555.875000 Penalty: 4620.850586
	Iteration 87Q: 3 clusters Score -1347556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1347560.250000 Penalty: 4620.850586
	Iteration 88Q: 3 clusters Score -1347560 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1347563.500000 Penalty: 4620.850586
	Iteration 89Q: 3 clusters Score -1347564 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1347572.375000 Penalty: 4620.850586
	Iteration 90Q: 3 clusters Score -1347572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1347577.625000 Penalty: 4620.850586
	Iteration 91Q: 3 clusters Score -1347578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1347581.750000 Penalty: 4620.850586
	Iteration 92Q: 3 clusters Score -1347582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1347589.125000 Penalty: 4620.850586
	Iteration 93Q: 3 clusters Score -1347589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1347592.000000 Penalty: 4620.850586
	Iteration 94Q: 3 clusters Score -1347592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1347598.250000 Penalty: 4620.850586
	Iteration 95Q: 3 clusters Score -1347598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1347603.375000 Penalty: 4620.850586
	Iteration 96Q: 3 clusters Score -1347603 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1347608.000000 Penalty: 4620.850586
	Iteration 97Q: 3 clusters Score -1347608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1347612.000000 Penalty: 4620.850586
	Iteration 98Q: 3 clusters Score -1347612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1347616.500000 Penalty: 4620.850586
	Iteration 99Q: 3 clusters Score -1347616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1347617.125000 Penalty: 4620.850586
	Iteration 100F: 3 clusters Score -1347617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1347618.500000 Penalty: 4620.850586
	Iteration 101Q: 3 clusters Score -1347618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1347621.125000 Penalty: 4620.850586
	Iteration 102Q: 3 clusters Score -1347621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1347619.625000 Penalty: 4620.850586
	Iteration 103Q: 3 clusters Score -1347620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1347620.625000 Penalty: 4620.850586
	Iteration 104Q: 3 clusters Score -1347621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1347620.250000 Penalty: 4620.850586
	Iteration 105Q: 3 clusters Score -1347620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1347620.875000 Penalty: 4620.850586
	Iteration 106Q: 3 clusters Score -1347621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1347620.500000 Penalty: 4620.850586
	Iteration 107Q: 3 clusters Score -1347620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1347620.500000 Penalty: 4620.850586
	Iteration 108F: 3 clusters Score -1347620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Entering Unmasked Estep 
Score: -64211.621094 Penalty: 1627.836182
	Iteration 0F: 2 clusters Score -64211.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -62738.164062 Penalty: 3255.672363
	Iteration 0F: 3 clusters Score -62738.16 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -63465.496094 Penalty: 3255.672363
	Iteration 1F: 3 clusters Score -63465.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -64054.382812 Penalty: 3255.672363
	Iteration 2F: 3 clusters Score -64054.38 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -64575.722656 Penalty: 3255.672363
	Iteration 3F: 3 clusters Score -64575.72 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -64906.960938 Penalty: 3255.672363
	Iteration 4F: 3 clusters Score -64906.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -65184.863281 Penalty: 3255.672363
	Iteration 5Q: 3 clusters Score -65184.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -65448.105469 Penalty: 3255.672363
	Iteration 6Q: 3 clusters Score -65448.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -65611.070312 Penalty: 3255.672363
	Iteration 7Q: 3 clusters Score -65611.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -65633.781250 Penalty: 3255.672363
	Iteration 8Q: 3 clusters Score -65633.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -65635.359375 Penalty: 3255.672363
	Iteration 9Q: 3 clusters Score -65635.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -65635.585938 Penalty: 3255.672363
	Iteration 10F: 3 clusters Score -65635.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -65640.414062 Penalty: 3255.672363
	Iteration 11Q: 3 clusters Score -65640.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -65667.460938 Penalty: 3255.672363
	Iteration 12Q: 3 clusters Score -65667.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -65737.617188 Penalty: 3255.672363
	Iteration 13Q: 3 clusters Score -65737.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -65918.734375 Penalty: 3255.672363
	Iteration 14Q: 3 clusters Score -65918.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -65922.304688 Penalty: 3255.672363
	Iteration 15Q: 3 clusters Score -65922.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -65922.304688 Penalty: 3255.672363
	Iteration 16F: 3 clusters Score -65922.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58569 members 
Mstep: Class 2 contains 156285 members 
Mstep: Class 3 contains 7349 members 
Mstep: Class 4 contains 179307 members 
Mstep: Class 5 contains 11117 members 
Mstep: Class 6 contains 331 members 
Mstep: Class 7 contains 31603 members 
Mstep: Class 8 contains 23153 members 
Mstep: Class 9 contains 187684 members 
Mstep: Class 10 contains 6579 members 
Mstep: Class 11 contains 38260 members 
Mstep: Class 12 contains 8720 members 
Mstep: Class 13 contains 10598 members 
Mstep: Class 14 contains 8027 members 
Mstep: Class 15 contains 8413 members 
Mstep: Class 16 contains 10363 members 
Mstep: Class 17 contains 69592 members 
Mstep: Class 18 contains 5431 members 
Mstep: Class 19 contains 12320 members 
Mstep: Class 20 contains 2957 members 
Mstep: Class 21 contains 286071 members 
Mstep: Class 22 contains 40919 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282825 members 
Mstep: Class 25 contains 16104 members 
Mstep: Class 26 contains 21593 members 
Mstep: Class 27 contains 16550 members 
Mstep: Class 28 contains 11387 members 
Mstep: Class 29 contains 6145 members 
Mstep: Class 30 contains 39080 members 
Mstep: Class 31 contains 2314 members 
Mstep: Class 32 contains 10542 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 217321 members 
Mstep: Class 35 contains 170864 members 
Mstep: Class 36 contains 10319 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10864 members 
Mstep: Class 39 contains 378 members 
Entering Unmasked Estep 
Score: -235411888.000000 Penalty: 140280.062500
Splitting cluster 6 changes total score from -235412448.000000 to -235411888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (31603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Entering Unmasked Estep 
Score: -3811198.250000 Penalty: 2569.529785
	Iteration 0F: 2 clusters Score -3811198 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 15906 members 
Entering Unmasked Estep 
Score: -3789456.750000 Penalty: 5139.059570
	Iteration 0F: 3 clusters Score -3789457 nChanged 14270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -3797197.750000 Penalty: 5139.059570
	Iteration 1F: 3 clusters Score -3797198 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -3797680.500000 Penalty: 5139.059570
	Iteration 2Q: 3 clusters Score -3797680 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -3798162.500000 Penalty: 5139.059570
	Iteration 3Q: 3 clusters Score -3798162 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -3798801.750000 Penalty: 5139.059570
	Iteration 4Q: 3 clusters Score -3798802 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -3799818.500000 Penalty: 5139.059570
	Iteration 5F: 3 clusters Score -3799818 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -3801352.250000 Penalty: 5139.059570
	Iteration 6F: 3 clusters Score -3801352 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 24598 members 
Entering Unmasked Estep 
Score: -3803340.750000 Penalty: 5139.059570
	Iteration 7F: 3 clusters Score -3803341 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -3805324.750000 Penalty: 5139.059570
	Iteration 8F: 3 clusters Score -3805325 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -3806810.250000 Penalty: 5139.059570
	Iteration 9F: 3 clusters Score -3806810 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -3807833.750000 Penalty: 5139.059570
	Iteration 10Q: 3 clusters Score -3807834 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 29566 members 
Entering Unmasked Estep 
Score: -3808599.750000 Penalty: 5139.059570
	Iteration 11Q: 3 clusters Score -3808600 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -3809205.250000 Penalty: 5139.059570
	Iteration 12Q: 3 clusters Score -3809205 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -3809565.750000 Penalty: 5139.059570
	Iteration 13Q: 3 clusters Score -3809566 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -3809685.750000 Penalty: 5139.059570
	Iteration 14Q: 3 clusters Score -3809686 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 29763 members 
Entering Unmasked Estep 
Score: -3809759.000000 Penalty: 5139.059570
	Iteration 15Q: 3 clusters Score -3809759 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -3809796.000000 Penalty: 5139.059570
	Iteration 16Q: 3 clusters Score -3809796 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 29727 members 
Entering Unmasked Estep 
Score: -3809805.000000 Penalty: 5139.059570
	Iteration 17Q: 3 clusters Score -3809805 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 29714 members 
Entering Unmasked Estep 
Score: -3809827.250000 Penalty: 5139.059570
	Iteration 18Q: 3 clusters Score -3809827 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -3809835.750000 Penalty: 5139.059570
	Iteration 19Q: 3 clusters Score -3809836 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -3809844.000000 Penalty: 5139.059570
	Iteration 20F: 3 clusters Score -3809844 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 29633 members 
Entering Unmasked Estep 
Score: -3809860.000000 Penalty: 5139.059570
	Iteration 21Q: 3 clusters Score -3809860 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -3809873.250000 Penalty: 5139.059570
	Iteration 22Q: 3 clusters Score -3809873 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -3809882.750000 Penalty: 5139.059570
	Iteration 23Q: 3 clusters Score -3809883 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -3809889.000000 Penalty: 5139.059570
	Iteration 24Q: 3 clusters Score -3809889 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 29572 members 
Entering Unmasked Estep 
Score: -3809888.500000 Penalty: 5139.059570
	Iteration 25Q: 3 clusters Score -3809888 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -3809899.750000 Penalty: 5139.059570
	Iteration 26Q: 3 clusters Score -3809900 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 29530 members 
Entering Unmasked Estep 
Score: -3809918.250000 Penalty: 5139.059570
	Iteration 27Q: 3 clusters Score -3809918 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -3809931.500000 Penalty: 5139.059570
	Iteration 28Q: 3 clusters Score -3809932 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 29467 members 
Entering Unmasked Estep 
Score: -3809958.250000 Penalty: 5139.059570
	Iteration 29Q: 3 clusters Score -3809958 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -3809989.250000 Penalty: 5139.059570
	Iteration 30Q: 3 clusters Score -3809989 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 29388 members 
Entering Unmasked Estep 
Score: -3810003.250000 Penalty: 5139.059570
	Iteration 31Q: 3 clusters Score -3810003 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 29357 members 
Entering Unmasked Estep 
Score: -3810014.750000 Penalty: 5139.059570
	Iteration 32Q: 3 clusters Score -3810015 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -3810028.250000 Penalty: 5139.059570
	Iteration 33Q: 3 clusters Score -3810028 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
Score: -3810040.750000 Penalty: 5139.059570
	Iteration 34Q: 3 clusters Score -3810041 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 29270 members 
Entering Unmasked Estep 
Score: -3810042.500000 Penalty: 5139.059570
	Iteration 35Q: 3 clusters Score -3810042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -3810044.750000 Penalty: 5139.059570
	Iteration 36Q: 3 clusters Score -3810045 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -3810042.250000 Penalty: 5139.059570
	Iteration 37Q: 3 clusters Score -3810042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -3810055.750000 Penalty: 5139.059570
	Iteration 38Q: 3 clusters Score -3810056 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -3810057.750000 Penalty: 5139.059570
	Iteration 39Q: 3 clusters Score -3810058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
Score: -3810073.750000 Penalty: 5139.059570
	Iteration 40F: 3 clusters Score -3810074 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -3810080.000000 Penalty: 5139.059570
	Iteration 41Q: 3 clusters Score -3810080 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -3810115.750000 Penalty: 5139.059570
	Iteration 42Q: 3 clusters Score -3810116 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 29111 members 
Entering Unmasked Estep 
Score: -3810145.750000 Penalty: 5139.059570
	Iteration 43Q: 3 clusters Score -3810146 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -3810165.750000 Penalty: 5139.059570
	Iteration 44Q: 3 clusters Score -3810166 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 29063 members 
Entering Unmasked Estep 
Score: -3810177.750000 Penalty: 5139.059570
	Iteration 45Q: 3 clusters Score -3810178 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -3810190.250000 Penalty: 5139.059570
	Iteration 46Q: 3 clusters Score -3810190 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 29039 members 
Entering Unmasked Estep 
Score: -3810195.250000 Penalty: 5139.059570
	Iteration 47Q: 3 clusters Score -3810195 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 29028 members 
Entering Unmasked Estep 
Score: -3810199.000000 Penalty: 5139.059570
	Iteration 48Q: 3 clusters Score -3810199 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -3810201.750000 Penalty: 5139.059570
	Iteration 49Q: 3 clusters Score -3810202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -3810199.250000 Penalty: 5139.059570
	Iteration 50Q: 3 clusters Score -3810199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 29009 members 
Entering Unmasked Estep 
Score: -3810197.750000 Penalty: 5139.059570
	Iteration 51Q: 3 clusters Score -3810198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
Score: -3810201.750000 Penalty: 5139.059570
	Iteration 52Q: 3 clusters Score -3810202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -3810207.500000 Penalty: 5139.059570
	Iteration 53Q: 3 clusters Score -3810208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 28994 members 
Entering Unmasked Estep 
Score: -3810207.250000 Penalty: 5139.059570
	Iteration 54Q: 3 clusters Score -3810207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -3810207.250000 Penalty: 5139.059570
	Iteration 55Q: 3 clusters Score -3810207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
Score: -3810205.000000 Penalty: 5139.059570
	Iteration 56Q: 3 clusters Score -3810205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -3810203.000000 Penalty: 5139.059570
	Iteration 57Q: 3 clusters Score -3810203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -3810209.750000 Penalty: 5139.059570
	Iteration 58Q: 3 clusters Score -3810210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 28976 members 
Entering Unmasked Estep 
Score: -3810208.250000 Penalty: 5139.059570
	Iteration 59Q: 3 clusters Score -3810208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 28974 members 
Entering Unmasked Estep 
Score: -3810209.750000 Penalty: 5139.059570
	Iteration 60F: 3 clusters Score -3810210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 28973 members 
Entering Unmasked Estep 
Score: -3810211.500000 Penalty: 5139.059570
	Iteration 61Q: 3 clusters Score -3810212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -3810210.250000 Penalty: 5139.059570
	Iteration 62Q: 3 clusters Score -3810210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -3810210.250000 Penalty: 5139.059570
	Iteration 63F: 3 clusters Score -3810210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (23153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Entering Unmasked Estep 
Score: -2797566.500000 Penalty: 2492.370361
	Iteration 0F: 2 clusters Score -2797566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -2781540.000000 Penalty: 4984.740723
	Iteration 0F: 3 clusters Score -2781540 nChanged 10130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -2786893.750000 Penalty: 4984.740723
	Iteration 1F: 3 clusters Score -2786894 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -2787286.500000 Penalty: 4984.740723
	Iteration 2Q: 3 clusters Score -2787286 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -2787673.250000 Penalty: 4984.740723
	Iteration 3Q: 3 clusters Score -2787673 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -2788066.000000 Penalty: 4984.740723
	Iteration 4Q: 3 clusters Score -2788066 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -2788442.000000 Penalty: 4984.740723
	Iteration 5Q: 3 clusters Score -2788442 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -2788810.250000 Penalty: 4984.740723
	Iteration 6Q: 3 clusters Score -2788810 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -2789208.750000 Penalty: 4984.740723
	Iteration 7Q: 3 clusters Score -2789209 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -2789680.250000 Penalty: 4984.740723
	Iteration 8Q: 3 clusters Score -2789680 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -2790193.750000 Penalty: 4984.740723
	Iteration 9Q: 3 clusters Score -2790194 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -2790828.750000 Penalty: 4984.740723
	Iteration 10Q: 3 clusters Score -2790829 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -2791553.250000 Penalty: 4984.740723
	Iteration 11Q: 3 clusters Score -2791553 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -2792413.000000 Penalty: 4984.740723
	Iteration 12Q: 3 clusters Score -2792413 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -2793321.000000 Penalty: 4984.740723
	Iteration 13Q: 3 clusters Score -2793321 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -2793904.000000 Penalty: 4984.740723
	Iteration 14Q: 3 clusters Score -2793904 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -2794264.750000 Penalty: 4984.740723
	Iteration 15Q: 3 clusters Score -2794265 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -2794442.000000 Penalty: 4984.740723
	Iteration 16Q: 3 clusters Score -2794442 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -2794551.500000 Penalty: 4984.740723
	Iteration 17Q: 3 clusters Score -2794552 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -2794638.750000 Penalty: 4984.740723
	Iteration 18Q: 3 clusters Score -2794639 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -2794723.750000 Penalty: 4984.740723
	Iteration 19Q: 3 clusters Score -2794724 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -2794789.000000 Penalty: 4984.740723
	Iteration 20F: 3 clusters Score -2794789 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -2794852.750000 Penalty: 4984.740723
	Iteration 21Q: 3 clusters Score -2794853 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -2794894.250000 Penalty: 4984.740723
	Iteration 22Q: 3 clusters Score -2794894 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -2794933.500000 Penalty: 4984.740723
	Iteration 23Q: 3 clusters Score -2794934 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -2794975.750000 Penalty: 4984.740723
	Iteration 24Q: 3 clusters Score -2794976 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -2795013.750000 Penalty: 4984.740723
	Iteration 25Q: 3 clusters Score -2795014 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -2795032.500000 Penalty: 4984.740723
	Iteration 26Q: 3 clusters Score -2795032 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -2795063.250000 Penalty: 4984.740723
	Iteration 27Q: 3 clusters Score -2795063 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -2795099.750000 Penalty: 4984.740723
	Iteration 28Q: 3 clusters Score -2795100 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -2795145.000000 Penalty: 4984.740723
	Iteration 29Q: 3 clusters Score -2795145 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2795182.000000 Penalty: 4984.740723
	Iteration 30Q: 3 clusters Score -2795182 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -2795218.250000 Penalty: 4984.740723
	Iteration 31Q: 3 clusters Score -2795218 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2795248.500000 Penalty: 4984.740723
	Iteration 32Q: 3 clusters Score -2795248 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2795289.250000 Penalty: 4984.740723
	Iteration 33Q: 3 clusters Score -2795289 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2795328.750000 Penalty: 4984.740723
	Iteration 34Q: 3 clusters Score -2795329 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2795380.000000 Penalty: 4984.740723
	Iteration 35Q: 3 clusters Score -2795380 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -2795435.500000 Penalty: 4984.740723
	Iteration 36Q: 3 clusters Score -2795436 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2795498.250000 Penalty: 4984.740723
	Iteration 37Q: 3 clusters Score -2795498 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2795540.750000 Penalty: 4984.740723
	Iteration 38Q: 3 clusters Score -2795541 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2795579.500000 Penalty: 4984.740723
	Iteration 39Q: 3 clusters Score -2795580 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2795601.500000 Penalty: 4984.740723
	Iteration 40F: 3 clusters Score -2795602 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2795626.750000 Penalty: 4984.740723
	Iteration 41Q: 3 clusters Score -2795627 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2795639.750000 Penalty: 4984.740723
	Iteration 42Q: 3 clusters Score -2795640 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -2795645.750000 Penalty: 4984.740723
	Iteration 43Q: 3 clusters Score -2795646 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2795648.750000 Penalty: 4984.740723
	Iteration 44Q: 3 clusters Score -2795649 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2795662.250000 Penalty: 4984.740723
	Iteration 45Q: 3 clusters Score -2795662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2795663.250000 Penalty: 4984.740723
	Iteration 46Q: 3 clusters Score -2795663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2795662.000000 Penalty: 4984.740723
	Iteration 47Q: 3 clusters Score -2795662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2795666.750000 Penalty: 4984.740723
	Iteration 48Q: 3 clusters Score -2795667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2795663.500000 Penalty: 4984.740723
	Iteration 49Q: 3 clusters Score -2795664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2795667.000000 Penalty: 4984.740723
	Iteration 50Q: 3 clusters Score -2795667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2795667.500000 Penalty: 4984.740723
	Iteration 51Q: 3 clusters Score -2795668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2795666.250000 Penalty: 4984.740723
	Iteration 52Q: 3 clusters Score -2795666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2795666.250000 Penalty: 4984.740723
	Iteration 53F: 3 clusters Score -2795666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (187684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187684 members 
Entering Unmasked Estep 
Score: -22357300.000000 Penalty: 3011.343750
	Iteration 0F: 2 clusters Score -2.23573e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93999 members 
Mstep: Class 2 contains 93685 members 
Entering Unmasked Estep 
Score: -22231822.000000 Penalty: 6022.687500
	Iteration 0F: 3 clusters Score -2.223182e+07 nChanged 90096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94587 members 
Mstep: Class 2 contains 93097 members 
Entering Unmasked Estep 
Score: -22284420.000000 Penalty: 6022.687500
	Iteration 1F: 3 clusters Score -2.228442e+07 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94694 members 
Mstep: Class 2 contains 92990 members 
Entering Unmasked Estep 
Score: -22285614.000000 Penalty: 6022.687500
	Iteration 2Q: 3 clusters Score -2.228561e+07 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94850 members 
Mstep: Class 2 contains 92834 members 
Entering Unmasked Estep 
Score: -22286904.000000 Penalty: 6022.687500
	Iteration 3Q: 3 clusters Score -2.22869e+07 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95280 members 
Mstep: Class 2 contains 92404 members 
Entering Unmasked Estep 
Score: -22288352.000000 Penalty: 6022.687500
	Iteration 4Q: 3 clusters Score -2.228835e+07 nChanged 6321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95999 members 
Mstep: Class 2 contains 91685 members 
Entering Unmasked Estep 
Score: -22290148.000000 Penalty: 6022.687500
	Iteration 5Q: 3 clusters Score -2.229015e+07 nChanged 6669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97244 members 
Mstep: Class 2 contains 90440 members 
Entering Unmasked Estep 
Score: -22292212.000000 Penalty: 6022.687500
	Iteration 6Q: 3 clusters Score -2.229221e+07 nChanged 7120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99246 members 
Mstep: Class 2 contains 88438 members 
Entering Unmasked Estep 
Score: -22294522.000000 Penalty: 6022.687500
	Iteration 7Q: 3 clusters Score -2.229452e+07 nChanged 7477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102221 members 
Mstep: Class 2 contains 85463 members 
Entering Unmasked Estep 
Score: -22297302.000000 Penalty: 6022.687500
	Iteration 8Q: 3 clusters Score -2.22973e+07 nChanged 7642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106407 members 
Mstep: Class 2 contains 81277 members 
Entering Unmasked Estep 
Score: -22300246.000000 Penalty: 6022.687500
	Iteration 9Q: 3 clusters Score -2.230025e+07 nChanged 7807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111854 members 
Mstep: Class 2 contains 75830 members 
Entering Unmasked Estep 
Score: -22303638.000000 Penalty: 6022.687500
	Iteration 10Q: 3 clusters Score -2.230364e+07 nChanged 8192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118776 members 
Mstep: Class 2 contains 68908 members 
Entering Unmasked Estep 
Score: -22307350.000000 Penalty: 6022.687500
	Iteration 11Q: 3 clusters Score -2.230735e+07 nChanged 8957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127101 members 
Mstep: Class 2 contains 60583 members 
Entering Unmasked Estep 
Score: -22312200.000000 Penalty: 6022.687500
	Iteration 12Q: 3 clusters Score -2.23122e+07 nChanged 9891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136778 members 
Mstep: Class 2 contains 50906 members 
Entering Unmasked Estep 
Score: -22317842.000000 Penalty: 6022.687500
	Iteration 13F: 3 clusters Score -2.231784e+07 nChanged 10356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147078 members 
Mstep: Class 2 contains 40606 members 
Entering Unmasked Estep 
Score: -22324578.000000 Penalty: 6022.687500
	Iteration 14F: 3 clusters Score -2.232458e+07 nChanged 10388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157460 members 
Mstep: Class 2 contains 30224 members 
Entering Unmasked Estep 
Score: -22331764.000000 Penalty: 6022.687500
	Iteration 15F: 3 clusters Score -2.233176e+07 nChanged 9671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167129 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -22339096.000000 Penalty: 6022.687500
	Iteration 16F: 3 clusters Score -2.23391e+07 nChanged 8002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175131 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -22345434.000000 Penalty: 6022.687500
	Iteration 17Q: 3 clusters Score -2.234543e+07 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180812 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -22349848.000000 Penalty: 6022.687500
	Iteration 18Q: 3 clusters Score -2.234985e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184095 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -22352246.000000 Penalty: 6022.687500
	Iteration 19Q: 3 clusters Score -2.235225e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185743 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -22353382.000000 Penalty: 6022.687500
	Iteration 20F: 3 clusters Score -2.235338e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186488 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -22354000.000000 Penalty: 6022.687500
	Iteration 21Q: 3 clusters Score -2.2354e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186831 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -22354304.000000 Penalty: 6022.687500
	Iteration 22Q: 3 clusters Score -2.23543e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186985 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -22354466.000000 Penalty: 6022.687500
	Iteration 23Q: 3 clusters Score -2.235447e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187076 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -22354554.000000 Penalty: 6022.687500
	Iteration 24Q: 3 clusters Score -2.235455e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187127 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -22354588.000000 Penalty: 6022.687500
	Iteration 25Q: 3 clusters Score -2.235459e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187165 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -22354612.000000 Penalty: 6022.687500
	Iteration 26Q: 3 clusters Score -2.235461e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187187 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -22354616.000000 Penalty: 6022.687500
	Iteration 27Q: 3 clusters Score -2.235462e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187210 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -22354684.000000 Penalty: 6022.687500
	Iteration 28Q: 3 clusters Score -2.235468e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187222 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -22354686.000000 Penalty: 6022.687500
	Iteration 29Q: 3 clusters Score -2.235469e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187240 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -22354716.000000 Penalty: 6022.687500
	Iteration 30Q: 3 clusters Score -2.235472e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187248 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -22354726.000000 Penalty: 6022.687500
	Iteration 31Q: 3 clusters Score -2.235473e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187254 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -22354734.000000 Penalty: 6022.687500
	Iteration 32Q: 3 clusters Score -2.235473e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187254 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -22354734.000000 Penalty: 6022.687500
	Iteration 33F: 3 clusters Score -2.235473e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Entering Unmasked Estep 
Score: -800329.062500 Penalty: 2180.326416
	Iteration 0F: 2 clusters Score -800329.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -794876.250000 Penalty: 4360.652832
	Iteration 0F: 3 clusters Score -794876.2 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -796320.500000 Penalty: 4360.652832
	Iteration 1F: 3 clusters Score -796320.5 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -796590.437500 Penalty: 4360.652832
	Iteration 2F: 3 clusters Score -796590.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -796763.437500 Penalty: 4360.652832
	Iteration 3F: 3 clusters Score -796763.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -796888.687500 Penalty: 4360.652832
	Iteration 4Q: 3 clusters Score -796888.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -797002.187500 Penalty: 4360.652832
	Iteration 5Q: 3 clusters Score -797002.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -797117.125000 Penalty: 4360.652832
	Iteration 6Q: 3 clusters Score -797117.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -797228.312500 Penalty: 4360.652832
	Iteration 7Q: 3 clusters Score -797228.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -797368.187500 Penalty: 4360.652832
	Iteration 8Q: 3 clusters Score -797368.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -797572.312500 Penalty: 4360.652832
	Iteration 9Q: 3 clusters Score -797572.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -797874.312500 Penalty: 4360.652832
	Iteration 10Q: 3 clusters Score -797874.3 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -798216.250000 Penalty: 4360.652832
	Iteration 11F: 3 clusters Score -798216.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -798532.062500 Penalty: 4360.652832
	Iteration 12F: 3 clusters Score -798532.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -798851.750000 Penalty: 4360.652832
	Iteration 13F: 3 clusters Score -798851.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -799137.812500 Penalty: 4360.652832
	Iteration 14F: 3 clusters Score -799137.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -799348.812500 Penalty: 4360.652832
	Iteration 15Q: 3 clusters Score -799348.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -799508.562500 Penalty: 4360.652832
	Iteration 16Q: 3 clusters Score -799508.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -799601.875000 Penalty: 4360.652832
	Iteration 17Q: 3 clusters Score -799601.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -799669.437500 Penalty: 4360.652832
	Iteration 18Q: 3 clusters Score -799669.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -799720.312500 Penalty: 4360.652832
	Iteration 19Q: 3 clusters Score -799720.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -799751.062500 Penalty: 4360.652832
	Iteration 20F: 3 clusters Score -799751.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -799778.312500 Penalty: 4360.652832
	Iteration 21Q: 3 clusters Score -799778.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -799800.250000 Penalty: 4360.652832
	Iteration 22Q: 3 clusters Score -799800.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -799812.375000 Penalty: 4360.652832
	Iteration 23Q: 3 clusters Score -799812.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -799820.375000 Penalty: 4360.652832
	Iteration 24Q: 3 clusters Score -799820.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -799830.187500 Penalty: 4360.652832
	Iteration 25Q: 3 clusters Score -799830.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -799832.937500 Penalty: 4360.652832
	Iteration 26Q: 3 clusters Score -799832.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -799835.250000 Penalty: 4360.652832
	Iteration 27Q: 3 clusters Score -799835.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -799838.750000 Penalty: 4360.652832
	Iteration 28Q: 3 clusters Score -799838.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -799839.937500 Penalty: 4360.652832
	Iteration 29Q: 3 clusters Score -799839.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -799842.750000 Penalty: 4360.652832
	Iteration 30Q: 3 clusters Score -799842.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -799842.062500 Penalty: 4360.652832
	Iteration 31Q: 3 clusters Score -799842.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -799842.437500 Penalty: 4360.652832
	Iteration 32Q: 3 clusters Score -799842.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -799844.812500 Penalty: 4360.652832
	Iteration 33Q: 3 clusters Score -799844.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -799845.625000 Penalty: 4360.652832
	Iteration 34Q: 3 clusters Score -799845.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -799846.000000 Penalty: 4360.652832
	Iteration 35Q: 3 clusters Score -799846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -799848.562500 Penalty: 4360.652832
	Iteration 36Q: 3 clusters Score -799848.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -799850.312500 Penalty: 4360.652832
	Iteration 37Q: 3 clusters Score -799850.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -799853.250000 Penalty: 4360.652832
	Iteration 38Q: 3 clusters Score -799853.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -799854.375000 Penalty: 4360.652832
	Iteration 39Q: 3 clusters Score -799854.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -799859.875000 Penalty: 4360.652832
	Iteration 40F: 3 clusters Score -799859.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -799860.125000 Penalty: 4360.652832
	Iteration 41Q: 3 clusters Score -799860.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -799861.687500 Penalty: 4360.652832
	Iteration 42Q: 3 clusters Score -799861.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -799862.250000 Penalty: 4360.652832
	Iteration 43Q: 3 clusters Score -799862.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -799866.250000 Penalty: 4360.652832
	Iteration 44Q: 3 clusters Score -799866.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -799867.312500 Penalty: 4360.652832
	Iteration 45Q: 3 clusters Score -799867.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -799869.750000 Penalty: 4360.652832
	Iteration 46Q: 3 clusters Score -799869.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -799871.187500 Penalty: 4360.652832
	Iteration 47Q: 3 clusters Score -799871.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -799871.812500 Penalty: 4360.652832
	Iteration 48Q: 3 clusters Score -799871.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -799874.375000 Penalty: 4360.652832
	Iteration 49Q: 3 clusters Score -799874.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -799874.375000 Penalty: 4360.652832
	Iteration 50F: 3 clusters Score -799874.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (38260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38260 members 
Entering Unmasked Estep 
Score: -4540406.000000 Penalty: 2616.935791
	Iteration 0F: 2 clusters Score -4540406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -4514417.500000 Penalty: 5233.871582
	Iteration 0F: 3 clusters Score -4514418 nChanged 17445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -4524005.000000 Penalty: 5233.871582
	Iteration 1F: 3 clusters Score -4524005 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -4524530.500000 Penalty: 5233.871582
	Iteration 2Q: 3 clusters Score -4524530 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -4525093.000000 Penalty: 5233.871582
	Iteration 3Q: 3 clusters Score -4525093 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -4525783.000000 Penalty: 5233.871582
	Iteration 4Q: 3 clusters Score -4525783 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -4526572.500000 Penalty: 5233.871582
	Iteration 5Q: 3 clusters Score -4526572 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -4527413.500000 Penalty: 5233.871582
	Iteration 6Q: 3 clusters Score -4527414 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -4528239.500000 Penalty: 5233.871582
	Iteration 7Q: 3 clusters Score -4528240 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -4529082.500000 Penalty: 5233.871582
	Iteration 8Q: 3 clusters Score -4529082 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -4530040.500000 Penalty: 5233.871582
	Iteration 9Q: 3 clusters Score -4530040 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -4531029.000000 Penalty: 5233.871582
	Iteration 10Q: 3 clusters Score -4531029 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -4531941.500000 Penalty: 5233.871582
	Iteration 11Q: 3 clusters Score -4531942 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -4532632.000000 Penalty: 5233.871582
	Iteration 12Q: 3 clusters Score -4532632 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -4533030.000000 Penalty: 5233.871582
	Iteration 13Q: 3 clusters Score -4533030 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -4533303.500000 Penalty: 5233.871582
	Iteration 14Q: 3 clusters Score -4533304 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -4533481.000000 Penalty: 5233.871582
	Iteration 15Q: 3 clusters Score -4533481 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -4533658.500000 Penalty: 5233.871582
	Iteration 16Q: 3 clusters Score -4533658 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -4533809.000000 Penalty: 5233.871582
	Iteration 17Q: 3 clusters Score -4533809 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -4533958.500000 Penalty: 5233.871582
	Iteration 18Q: 3 clusters Score -4533958 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -4534133.500000 Penalty: 5233.871582
	Iteration 19Q: 3 clusters Score -4534134 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -4534276.000000 Penalty: 5233.871582
	Iteration 20F: 3 clusters Score -4534276 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -4534471.500000 Penalty: 5233.871582
	Iteration 21Q: 3 clusters Score -4534472 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28088 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -4534678.500000 Penalty: 5233.871582
	Iteration 22Q: 3 clusters Score -4534678 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28719 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -4534897.500000 Penalty: 5233.871582
	Iteration 23Q: 3 clusters Score -4534898 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -4535107.500000 Penalty: 5233.871582
	Iteration 24Q: 3 clusters Score -4535108 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -4535366.000000 Penalty: 5233.871582
	Iteration 25Q: 3 clusters Score -4535366 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30697 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -4535589.000000 Penalty: 5233.871582
	Iteration 26Q: 3 clusters Score -4535589 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31335 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -4535879.500000 Penalty: 5233.871582
	Iteration 27Q: 3 clusters Score -4535880 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -4536107.000000 Penalty: 5233.871582
	Iteration 28Q: 3 clusters Score -4536107 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32517 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -4536338.500000 Penalty: 5233.871582
	Iteration 29Q: 3 clusters Score -4536338 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -4536584.000000 Penalty: 5233.871582
	Iteration 30Q: 3 clusters Score -4536584 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33548 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -4536809.000000 Penalty: 5233.871582
	Iteration 31Q: 3 clusters Score -4536809 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -4537005.500000 Penalty: 5233.871582
	Iteration 32Q: 3 clusters Score -4537006 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34453 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -4537218.500000 Penalty: 5233.871582
	Iteration 33Q: 3 clusters Score -4537218 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -4537384.000000 Penalty: 5233.871582
	Iteration 34Q: 3 clusters Score -4537384 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -4537585.500000 Penalty: 5233.871582
	Iteration 35Q: 3 clusters Score -4537586 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35558 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -4537746.500000 Penalty: 5233.871582
	Iteration 36Q: 3 clusters Score -4537746 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35812 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -4537858.000000 Penalty: 5233.871582
	Iteration 37Q: 3 clusters Score -4537858 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36028 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -4537945.000000 Penalty: 5233.871582
	Iteration 38Q: 3 clusters Score -4537945 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36189 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -4538045.500000 Penalty: 5233.871582
	Iteration 39Q: 3 clusters Score -4538046 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36334 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -4538107.500000 Penalty: 5233.871582
	Iteration 40F: 3 clusters Score -4538108 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36459 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -4538163.000000 Penalty: 5233.871582
	Iteration 41Q: 3 clusters Score -4538163 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36559 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -4538220.500000 Penalty: 5233.871582
	Iteration 42Q: 3 clusters Score -4538220 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36648 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -4538258.500000 Penalty: 5233.871582
	Iteration 43Q: 3 clusters Score -4538258 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36722 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -4538297.000000 Penalty: 5233.871582
	Iteration 44Q: 3 clusters Score -4538297 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36781 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -4538326.500000 Penalty: 5233.871582
	Iteration 45Q: 3 clusters Score -4538326 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36849 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4538371.000000 Penalty: 5233.871582
	Iteration 46Q: 3 clusters Score -4538371 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36901 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -4538402.500000 Penalty: 5233.871582
	Iteration 47Q: 3 clusters Score -4538402 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36949 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -4538426.000000 Penalty: 5233.871582
	Iteration 48Q: 3 clusters Score -4538426 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36986 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -4538450.500000 Penalty: 5233.871582
	Iteration 49Q: 3 clusters Score -4538450 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37011 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -4538465.500000 Penalty: 5233.871582
	Iteration 50Q: 3 clusters Score -4538466 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37039 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -4538477.000000 Penalty: 5233.871582
	Iteration 51Q: 3 clusters Score -4538477 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -4538487.000000 Penalty: 5233.871582
	Iteration 52Q: 3 clusters Score -4538487 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37061 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -4538490.000000 Penalty: 5233.871582
	Iteration 53Q: 3 clusters Score -4538490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37069 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -4538492.000000 Penalty: 5233.871582
	Iteration 54Q: 3 clusters Score -4538492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4538498.500000 Penalty: 5233.871582
	Iteration 55Q: 3 clusters Score -4538498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37078 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -4538495.500000 Penalty: 5233.871582
	Iteration 56Q: 3 clusters Score -4538496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37085 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -4538507.000000 Penalty: 5233.871582
	Iteration 57Q: 3 clusters Score -4538507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -4538503.000000 Penalty: 5233.871582
	Iteration 58Q: 3 clusters Score -4538503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -4538511.500000 Penalty: 5233.871582
	Iteration 59Q: 3 clusters Score -4538512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -4538514.000000 Penalty: 5233.871582
	Iteration 60F: 3 clusters Score -4538514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37109 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -4538505.500000 Penalty: 5233.871582
	Iteration 61Q: 3 clusters Score -4538506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37111 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -4538509.000000 Penalty: 5233.871582
	Iteration 62Q: 3 clusters Score -4538509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37115 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -4538516.500000 Penalty: 5233.871582
	Iteration 63Q: 3 clusters Score -4538516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37117 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4538513.500000 Penalty: 5233.871582
	Iteration 64Q: 3 clusters Score -4538514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37118 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -4538515.000000 Penalty: 5233.871582
	Iteration 65Q: 3 clusters Score -4538515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37121 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -4538514.500000 Penalty: 5233.871582
	Iteration 66Q: 3 clusters Score -4538514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37123 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -4538517.500000 Penalty: 5233.871582
	Iteration 67Q: 3 clusters Score -4538518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37126 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -4538518.000000 Penalty: 5233.871582
	Iteration 68Q: 3 clusters Score -4538518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -4538519.000000 Penalty: 5233.871582
	Iteration 69Q: 3 clusters Score -4538519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37130 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -4538524.000000 Penalty: 5233.871582
	Iteration 70Q: 3 clusters Score -4538524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37128 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -4538518.500000 Penalty: 5233.871582
	Iteration 71Q: 3 clusters Score -4538518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37129 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -4538523.000000 Penalty: 5233.871582
	Iteration 72Q: 3 clusters Score -4538523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37129 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -4538523.500000 Penalty: 5233.871582
	Iteration 73Q: 3 clusters Score -4538524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37132 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -4538527.500000 Penalty: 5233.871582
	Iteration 74Q: 3 clusters Score -4538528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37135 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -4538524.000000 Penalty: 5233.871582
	Iteration 75Q: 3 clusters Score -4538524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37137 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -4538527.000000 Penalty: 5233.871582
	Iteration 76Q: 3 clusters Score -4538527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37139 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -4538536.000000 Penalty: 5233.871582
	Iteration 77Q: 3 clusters Score -4538536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37142 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -4538538.500000 Penalty: 5233.871582
	Iteration 78Q: 3 clusters Score -4538538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37142 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -4538538.500000 Penalty: 5233.871582
	Iteration 79F: 3 clusters Score -4538538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Entering Unmasked Estep 
Score: -997718.687500 Penalty: 2250.197021
	Iteration 0F: 2 clusters Score -997718.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -990877.812500 Penalty: 4500.394043
	Iteration 0F: 3 clusters Score -990877.8 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -992990.062500 Penalty: 4500.394043
	Iteration 1F: 3 clusters Score -992990.1 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -993688.750000 Penalty: 4500.394043
	Iteration 2F: 3 clusters Score -993688.8 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -994531.687500 Penalty: 4500.394043
	Iteration 3F: 3 clusters Score -994531.7 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -995401.687500 Penalty: 4500.394043
	Iteration 4F: 3 clusters Score -995401.7 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -996077.562500 Penalty: 4500.394043
	Iteration 5F: 3 clusters Score -996077.6 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -996513.875000 Penalty: 4500.394043
	Iteration 6F: 3 clusters Score -996513.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -996806.187500 Penalty: 4500.394043
	Iteration 7Q: 3 clusters Score -996806.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -997059.437500 Penalty: 4500.394043
	Iteration 8Q: 3 clusters Score -997059.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -997299.937500 Penalty: 4500.394043
	Iteration 9Q: 3 clusters Score -997299.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -997564.312500 Penalty: 4500.394043
	Iteration 10Q: 3 clusters Score -997564.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -997813.000000 Penalty: 4500.394043
	Iteration 11Q: 3 clusters Score -997813 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -997977.812500 Penalty: 4500.394043
	Iteration 12Q: 3 clusters Score -997977.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -998098.187500 Penalty: 4500.394043
	Iteration 13Q: 3 clusters Score -998098.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -998194.062500 Penalty: 4500.394043
	Iteration 14Q: 3 clusters Score -998194.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -998274.250000 Penalty: 4500.394043
	Iteration 15Q: 3 clusters Score -998274.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -998339.625000 Penalty: 4500.394043
	Iteration 16Q: 3 clusters Score -998339.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -998383.750000 Penalty: 4500.394043
	Iteration 17Q: 3 clusters Score -998383.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -998422.312500 Penalty: 4500.394043
	Iteration 18Q: 3 clusters Score -998422.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -998444.500000 Penalty: 4500.394043
	Iteration 19Q: 3 clusters Score -998444.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -998463.937500 Penalty: 4500.394043
	Iteration 20F: 3 clusters Score -998463.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -998481.937500 Penalty: 4500.394043
	Iteration 21Q: 3 clusters Score -998481.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -998488.125000 Penalty: 4500.394043
	Iteration 22Q: 3 clusters Score -998488.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -998493.562500 Penalty: 4500.394043
	Iteration 23Q: 3 clusters Score -998493.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -998504.187500 Penalty: 4500.394043
	Iteration 24Q: 3 clusters Score -998504.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -998508.187500 Penalty: 4500.394043
	Iteration 25Q: 3 clusters Score -998508.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -998515.250000 Penalty: 4500.394043
	Iteration 26Q: 3 clusters Score -998515.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -998517.125000 Penalty: 4500.394043
	Iteration 27Q: 3 clusters Score -998517.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -998521.937500 Penalty: 4500.394043
	Iteration 28Q: 3 clusters Score -998521.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -998521.750000 Penalty: 4500.394043
	Iteration 29Q: 3 clusters Score -998521.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -998526.500000 Penalty: 4500.394043
	Iteration 30Q: 3 clusters Score -998526.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -998524.375000 Penalty: 4500.394043
	Iteration 31Q: 3 clusters Score -998524.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -998529.562500 Penalty: 4500.394043
	Iteration 32Q: 3 clusters Score -998529.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -998533.187500 Penalty: 4500.394043
	Iteration 33Q: 3 clusters Score -998533.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -998531.250000 Penalty: 4500.394043
	Iteration 34Q: 3 clusters Score -998531.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -998531.875000 Penalty: 4500.394043
	Iteration 35Q: 3 clusters Score -998531.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -998531.687500 Penalty: 4500.394043
	Iteration 36Q: 3 clusters Score -998531.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -998530.687500 Penalty: 4500.394043
	Iteration 37Q: 3 clusters Score -998530.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -998530.562500 Penalty: 4500.394043
	Iteration 38Q: 3 clusters Score -998530.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -998532.125000 Penalty: 4500.394043
	Iteration 39Q: 3 clusters Score -998532.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -998532.125000 Penalty: 4500.394043
	Iteration 40F: 3 clusters Score -998532.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58569 members 
Mstep: Class 2 contains 156285 members 
Mstep: Class 3 contains 7349 members 
Mstep: Class 4 contains 179307 members 
Mstep: Class 5 contains 11117 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31603 members 
Mstep: Class 8 contains 23153 members 
Mstep: Class 9 contains 187684 members 
Mstep: Class 10 contains 6579 members 
Mstep: Class 11 contains 38260 members 
Mstep: Class 12 contains 2724 members 
Mstep: Class 13 contains 10598 members 
Mstep: Class 14 contains 8027 members 
Mstep: Class 15 contains 8413 members 
Mstep: Class 16 contains 10363 members 
Mstep: Class 17 contains 69592 members 
Mstep: Class 18 contains 5431 members 
Mstep: Class 19 contains 12320 members 
Mstep: Class 20 contains 2957 members 
Mstep: Class 21 contains 286071 members 
Mstep: Class 22 contains 40919 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282825 members 
Mstep: Class 25 contains 16104 members 
Mstep: Class 26 contains 21593 members 
Mstep: Class 27 contains 16550 members 
Mstep: Class 28 contains 11387 members 
Mstep: Class 29 contains 6145 members 
Mstep: Class 30 contains 39080 members 
Mstep: Class 31 contains 2314 members 
Mstep: Class 32 contains 10542 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 217321 members 
Mstep: Class 35 contains 170864 members 
Mstep: Class 36 contains 10319 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10864 members 
Mstep: Class 39 contains 5996 members 
Entering Unmasked Estep 
Score: -235411648.000000 Penalty: 140280.062500
Splitting cluster 12 changes total score from -235412448.000000 to -235411648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (10598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Entering Unmasked Estep 
Score: -1216250.625000 Penalty: 2298.568115
	Iteration 0F: 2 clusters Score -1216251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1208228.750000 Penalty: 4597.136230
	Iteration 0F: 3 clusters Score -1208229 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1210705.250000 Penalty: 4597.136230
	Iteration 1F: 3 clusters Score -1210705 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1211144.750000 Penalty: 4597.136230
	Iteration 2F: 3 clusters Score -1211145 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1211561.750000 Penalty: 4597.136230
	Iteration 3F: 3 clusters Score -1211562 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1212066.125000 Penalty: 4597.136230
	Iteration 4F: 3 clusters Score -1212066 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1212559.875000 Penalty: 4597.136230
	Iteration 5F: 3 clusters Score -1212560 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1212988.250000 Penalty: 4597.136230
	Iteration 6F: 3 clusters Score -1212988 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1213307.500000 Penalty: 4597.136230
	Iteration 7F: 3 clusters Score -1213308 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1213554.125000 Penalty: 4597.136230
	Iteration 8Q: 3 clusters Score -1213554 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1213747.875000 Penalty: 4597.136230
	Iteration 9Q: 3 clusters Score -1213748 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1213917.500000 Penalty: 4597.136230
	Iteration 10Q: 3 clusters Score -1213918 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1214052.125000 Penalty: 4597.136230
	Iteration 11Q: 3 clusters Score -1214052 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1214149.375000 Penalty: 4597.136230
	Iteration 12Q: 3 clusters Score -1214149 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1214231.625000 Penalty: 4597.136230
	Iteration 13Q: 3 clusters Score -1214232 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1214297.000000 Penalty: 4597.136230
	Iteration 14Q: 3 clusters Score -1214297 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1214377.750000 Penalty: 4597.136230
	Iteration 15Q: 3 clusters Score -1214378 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1214457.500000 Penalty: 4597.136230
	Iteration 16Q: 3 clusters Score -1214458 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1214523.375000 Penalty: 4597.136230
	Iteration 17Q: 3 clusters Score -1214523 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1214596.125000 Penalty: 4597.136230
	Iteration 18Q: 3 clusters Score -1214596 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1214701.875000 Penalty: 4597.136230
	Iteration 19Q: 3 clusters Score -1214702 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1214857.750000 Penalty: 4597.136230
	Iteration 20F: 3 clusters Score -1214858 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1215034.750000 Penalty: 4597.136230
	Iteration 21Q: 3 clusters Score -1215035 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1215176.125000 Penalty: 4597.136230
	Iteration 22Q: 3 clusters Score -1215176 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1215229.375000 Penalty: 4597.136230
	Iteration 23Q: 3 clusters Score -1215229 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1215253.625000 Penalty: 4597.136230
	Iteration 24Q: 3 clusters Score -1215254 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1215263.250000 Penalty: 4597.136230
	Iteration 25Q: 3 clusters Score -1215263 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1215269.500000 Penalty: 4597.136230
	Iteration 26Q: 3 clusters Score -1215270 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1215278.000000 Penalty: 4597.136230
	Iteration 27Q: 3 clusters Score -1215278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1215284.875000 Penalty: 4597.136230
	Iteration 28Q: 3 clusters Score -1215285 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1215287.875000 Penalty: 4597.136230
	Iteration 29Q: 3 clusters Score -1215288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1215289.375000 Penalty: 4597.136230
	Iteration 30Q: 3 clusters Score -1215289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1215289.875000 Penalty: 4597.136230
	Iteration 31Q: 3 clusters Score -1215290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1215291.125000 Penalty: 4597.136230
	Iteration 32Q: 3 clusters Score -1215291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1215291.750000 Penalty: 4597.136230
	Iteration 33Q: 3 clusters Score -1215292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1215293.125000 Penalty: 4597.136230
	Iteration 34Q: 3 clusters Score -1215293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1215293.500000 Penalty: 4597.136230
	Iteration 35Q: 3 clusters Score -1215294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1215295.750000 Penalty: 4597.136230
	Iteration 36Q: 3 clusters Score -1215296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1215295.375000 Penalty: 4597.136230
	Iteration 37Q: 3 clusters Score -1215295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1215295.375000 Penalty: 4597.136230
	Iteration 38F: 3 clusters Score -1215295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Entering Unmasked Estep 
Score: -904071.437500 Penalty: 2229.660400
	Iteration 0F: 2 clusters Score -904071.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -897695.062500 Penalty: 4459.320801
	Iteration 0F: 3 clusters Score -897695.1 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -899753.812500 Penalty: 4459.320801
	Iteration 1F: 3 clusters Score -899753.8 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -900419.312500 Penalty: 4459.320801
	Iteration 2F: 3 clusters Score -900419.3 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -900916.937500 Penalty: 4459.320801
	Iteration 3F: 3 clusters Score -900916.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -901268.625000 Penalty: 4459.320801
	Iteration 4F: 3 clusters Score -901268.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -901509.562500 Penalty: 4459.320801
	Iteration 5F: 3 clusters Score -901509.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -901733.125000 Penalty: 4459.320801
	Iteration 6Q: 3 clusters Score -901733.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -901980.312500 Penalty: 4459.320801
	Iteration 7Q: 3 clusters Score -901980.3 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -902217.750000 Penalty: 4459.320801
	Iteration 8Q: 3 clusters Score -902217.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -902465.937500 Penalty: 4459.320801
	Iteration 9Q: 3 clusters Score -902465.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -902760.375000 Penalty: 4459.320801
	Iteration 10Q: 3 clusters Score -902760.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -903043.875000 Penalty: 4459.320801
	Iteration 11Q: 3 clusters Score -903043.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -903319.875000 Penalty: 4459.320801
	Iteration 12Q: 3 clusters Score -903319.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -903512.312500 Penalty: 4459.320801
	Iteration 13Q: 3 clusters Score -903512.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -903640.312500 Penalty: 4459.320801
	Iteration 14Q: 3 clusters Score -903640.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -903709.312500 Penalty: 4459.320801
	Iteration 15Q: 3 clusters Score -903709.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -903746.937500 Penalty: 4459.320801
	Iteration 16Q: 3 clusters Score -903746.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -903763.437500 Penalty: 4459.320801
	Iteration 17Q: 3 clusters Score -903763.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -903771.812500 Penalty: 4459.320801
	Iteration 18Q: 3 clusters Score -903771.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -903787.875000 Penalty: 4459.320801
	Iteration 19Q: 3 clusters Score -903787.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -903794.500000 Penalty: 4459.320801
	Iteration 20F: 3 clusters Score -903794.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -903797.500000 Penalty: 4459.320801
	Iteration 21Q: 3 clusters Score -903797.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -903799.937500 Penalty: 4459.320801
	Iteration 22Q: 3 clusters Score -903799.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -903801.875000 Penalty: 4459.320801
	Iteration 23Q: 3 clusters Score -903801.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -903802.375000 Penalty: 4459.320801
	Iteration 24Q: 3 clusters Score -903802.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -903802.375000 Penalty: 4459.320801
	Iteration 25F: 3 clusters Score -903802.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Entering Unmasked Estep 
Score: -939020.875000 Penalty: 2241.308350
	Iteration 0F: 2 clusters Score -939020.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -932457.812500 Penalty: 4482.616699
	Iteration 0F: 3 clusters Score -932457.8 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -934486.937500 Penalty: 4482.616699
	Iteration 1F: 3 clusters Score -934486.9 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -935091.687500 Penalty: 4482.616699
	Iteration 2F: 3 clusters Score -935091.7 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -936047.500000 Penalty: 4482.616699
	Iteration 3F: 3 clusters Score -936047.5 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -937253.062500 Penalty: 4482.616699
	Iteration 4F: 3 clusters Score -937253.1 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -938235.562500 Penalty: 4482.616699
	Iteration 5F: 3 clusters Score -938235.6 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -938840.312500 Penalty: 4482.616699
	Iteration 6F: 3 clusters Score -938840.3 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -939280.500000 Penalty: 4482.616699
	Iteration 7Q: 3 clusters Score -939280.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -939651.937500 Penalty: 4482.616699
	Iteration 8Q: 3 clusters Score -939651.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -939854.562500 Penalty: 4482.616699
	Iteration 9Q: 3 clusters Score -939854.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -939962.375000 Penalty: 4482.616699
	Iteration 10Q: 3 clusters Score -939962.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -940031.812500 Penalty: 4482.616699
	Iteration 11Q: 3 clusters Score -940031.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -940064.250000 Penalty: 4482.616699
	Iteration 12Q: 3 clusters Score -940064.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -940087.437500 Penalty: 4482.616699
	Iteration 13Q: 3 clusters Score -940087.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -940096.875000 Penalty: 4482.616699
	Iteration 14Q: 3 clusters Score -940096.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -940102.937500 Penalty: 4482.616699
	Iteration 15Q: 3 clusters Score -940102.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -940109.625000 Penalty: 4482.616699
	Iteration 16Q: 3 clusters Score -940109.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -940112.125000 Penalty: 4482.616699
	Iteration 17Q: 3 clusters Score -940112.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -940113.250000 Penalty: 4482.616699
	Iteration 18Q: 3 clusters Score -940113.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -940112.750000 Penalty: 4482.616699
	Iteration 19Q: 3 clusters Score -940112.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -940114.437500 Penalty: 4482.616699
	Iteration 20F: 3 clusters Score -940114.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -940116.687500 Penalty: 4482.616699
	Iteration 21Q: 3 clusters Score -940116.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -940116.687500 Penalty: 4482.616699
	Iteration 22F: 3 clusters Score -940116.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58569 members 
Mstep: Class 2 contains 156285 members 
Mstep: Class 3 contains 7349 members 
Mstep: Class 4 contains 179307 members 
Mstep: Class 5 contains 11117 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31603 members 
Mstep: Class 8 contains 23153 members 
Mstep: Class 9 contains 187684 members 
Mstep: Class 10 contains 6579 members 
Mstep: Class 11 contains 38260 members 
Mstep: Class 12 contains 8720 members 
Mstep: Class 13 contains 10598 members 
Mstep: Class 14 contains 8027 members 
Mstep: Class 15 contains 7750 members 
Mstep: Class 16 contains 10363 members 
Mstep: Class 17 contains 69592 members 
Mstep: Class 18 contains 5431 members 
Mstep: Class 19 contains 12320 members 
Mstep: Class 20 contains 2957 members 
Mstep: Class 21 contains 286071 members 
Mstep: Class 22 contains 40919 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282825 members 
Mstep: Class 25 contains 16104 members 
Mstep: Class 26 contains 21593 members 
Mstep: Class 27 contains 16550 members 
Mstep: Class 28 contains 11387 members 
Mstep: Class 29 contains 6145 members 
Mstep: Class 30 contains 39080 members 
Mstep: Class 31 contains 2314 members 
Mstep: Class 32 contains 10542 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 217321 members 
Mstep: Class 35 contains 170864 members 
Mstep: Class 36 contains 10319 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10864 members 
Mstep: Class 39 contains 663 members 
Entering Unmasked Estep 
Score: -235411712.000000 Penalty: 140280.062500
Splitting cluster 15 changes total score from -235412448.000000 to -235411712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (10363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Entering Unmasked Estep 
Score: -1183038.375000 Penalty: 2293.007324
	Iteration 0F: 2 clusters Score -1183038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1175177.500000 Penalty: 4586.014648
	Iteration 0F: 3 clusters Score -1175178 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1177606.125000 Penalty: 4586.014648
	Iteration 1F: 3 clusters Score -1177606 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1177960.000000 Penalty: 4586.014648
	Iteration 2F: 3 clusters Score -1177960 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1178200.125000 Penalty: 4586.014648
	Iteration 3F: 3 clusters Score -1178200 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1178369.375000 Penalty: 4586.014648
	Iteration 4Q: 3 clusters Score -1178369 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1178508.875000 Penalty: 4586.014648
	Iteration 5Q: 3 clusters Score -1178509 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1178630.500000 Penalty: 4586.014648
	Iteration 6Q: 3 clusters Score -1178630 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1178767.250000 Penalty: 4586.014648
	Iteration 7Q: 3 clusters Score -1178767 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1178898.750000 Penalty: 4586.014648
	Iteration 8Q: 3 clusters Score -1178899 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1179045.125000 Penalty: 4586.014648
	Iteration 9Q: 3 clusters Score -1179045 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1179196.125000 Penalty: 4586.014648
	Iteration 10Q: 3 clusters Score -1179196 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1179412.125000 Penalty: 4586.014648
	Iteration 11Q: 3 clusters Score -1179412 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1179745.750000 Penalty: 4586.014648
	Iteration 12Q: 3 clusters Score -1179746 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1180129.000000 Penalty: 4586.014648
	Iteration 13Q: 3 clusters Score -1180129 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1180478.875000 Penalty: 4586.014648
	Iteration 14Q: 3 clusters Score -1180479 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1180737.625000 Penalty: 4586.014648
	Iteration 15Q: 3 clusters Score -1180738 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1180878.250000 Penalty: 4586.014648
	Iteration 16Q: 3 clusters Score -1180878 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1180979.125000 Penalty: 4586.014648
	Iteration 17Q: 3 clusters Score -1180979 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1181032.625000 Penalty: 4586.014648
	Iteration 18Q: 3 clusters Score -1181033 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1181076.250000 Penalty: 4586.014648
	Iteration 19Q: 3 clusters Score -1181076 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1181100.500000 Penalty: 4586.014648
	Iteration 20F: 3 clusters Score -1181100 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1181114.500000 Penalty: 4586.014648
	Iteration 21Q: 3 clusters Score -1181114 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1181123.750000 Penalty: 4586.014648
	Iteration 22Q: 3 clusters Score -1181124 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1181132.000000 Penalty: 4586.014648
	Iteration 23Q: 3 clusters Score -1181132 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1181135.750000 Penalty: 4586.014648
	Iteration 24Q: 3 clusters Score -1181136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1181137.250000 Penalty: 4586.014648
	Iteration 25Q: 3 clusters Score -1181137 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1181138.625000 Penalty: 4586.014648
	Iteration 26Q: 3 clusters Score -1181139 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1181137.250000 Penalty: 4586.014648
	Iteration 27Q: 3 clusters Score -1181137 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1181142.750000 Penalty: 4586.014648
	Iteration 28Q: 3 clusters Score -1181143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1181143.875000 Penalty: 4586.014648
	Iteration 29Q: 3 clusters Score -1181144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1181144.625000 Penalty: 4586.014648
	Iteration 30Q: 3 clusters Score -1181145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1181142.625000 Penalty: 4586.014648
	Iteration 31Q: 3 clusters Score -1181143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1181144.125000 Penalty: 4586.014648
	Iteration 32Q: 3 clusters Score -1181144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1181144.375000 Penalty: 4586.014648
	Iteration 33Q: 3 clusters Score -1181144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1181145.750000 Penalty: 4586.014648
	Iteration 34Q: 3 clusters Score -1181146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1181144.750000 Penalty: 4586.014648
	Iteration 35Q: 3 clusters Score -1181145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1181147.500000 Penalty: 4586.014648
	Iteration 36Q: 3 clusters Score -1181148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1181147.250000 Penalty: 4586.014648
	Iteration 37Q: 3 clusters Score -1181147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1181147.750000 Penalty: 4586.014648
	Iteration 38Q: 3 clusters Score -1181148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1181151.250000 Penalty: 4586.014648
	Iteration 39Q: 3 clusters Score -1181151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1181150.250000 Penalty: 4586.014648
	Iteration 40F: 3 clusters Score -1181150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1181152.250000 Penalty: 4586.014648
	Iteration 41Q: 3 clusters Score -1181152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1181153.375000 Penalty: 4586.014648
	Iteration 42Q: 3 clusters Score -1181153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1181153.625000 Penalty: 4586.014648
	Iteration 43Q: 3 clusters Score -1181154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1181158.250000 Penalty: 4586.014648
	Iteration 44Q: 3 clusters Score -1181158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1181160.250000 Penalty: 4586.014648
	Iteration 45Q: 3 clusters Score -1181160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1181160.500000 Penalty: 4586.014648
	Iteration 46Q: 3 clusters Score -1181160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1181158.375000 Penalty: 4586.014648
	Iteration 47Q: 3 clusters Score -1181158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1181159.875000 Penalty: 4586.014648
	Iteration 48Q: 3 clusters Score -1181160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1181160.000000 Penalty: 4586.014648
	Iteration 49Q: 3 clusters Score -1181160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1181159.750000 Penalty: 4586.014648
	Iteration 50Q: 3 clusters Score -1181160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1181160.125000 Penalty: 4586.014648
	Iteration 51Q: 3 clusters Score -1181160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1181163.750000 Penalty: 4586.014648
	Iteration 52Q: 3 clusters Score -1181164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1181165.875000 Penalty: 4586.014648
	Iteration 53Q: 3 clusters Score -1181166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1181168.125000 Penalty: 4586.014648
	Iteration 54Q: 3 clusters Score -1181168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1181171.375000 Penalty: 4586.014648
	Iteration 55Q: 3 clusters Score -1181171 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1181177.375000 Penalty: 4586.014648
	Iteration 56Q: 3 clusters Score -1181177 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1181179.250000 Penalty: 4586.014648
	Iteration 57Q: 3 clusters Score -1181179 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1181185.375000 Penalty: 4586.014648
	Iteration 58Q: 3 clusters Score -1181185 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1181191.125000 Penalty: 4586.014648
	Iteration 59Q: 3 clusters Score -1181191 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1181191.750000 Penalty: 4586.014648
	Iteration 60F: 3 clusters Score -1181192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1181195.750000 Penalty: 4586.014648
	Iteration 61Q: 3 clusters Score -1181196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1181200.250000 Penalty: 4586.014648
	Iteration 62Q: 3 clusters Score -1181200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1181204.500000 Penalty: 4586.014648
	Iteration 63Q: 3 clusters Score -1181204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1181201.625000 Penalty: 4586.014648
	Iteration 64Q: 3 clusters Score -1181202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1181204.625000 Penalty: 4586.014648
	Iteration 65Q: 3 clusters Score -1181205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1181208.500000 Penalty: 4586.014648
	Iteration 66Q: 3 clusters Score -1181208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1181206.875000 Penalty: 4586.014648
	Iteration 67Q: 3 clusters Score -1181207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1181210.625000 Penalty: 4586.014648
	Iteration 68Q: 3 clusters Score -1181211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1181210.500000 Penalty: 4586.014648
	Iteration 69Q: 3 clusters Score -1181210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1181211.000000 Penalty: 4586.014648
	Iteration 70Q: 3 clusters Score -1181211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1181213.875000 Penalty: 4586.014648
	Iteration 71Q: 3 clusters Score -1181214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1181214.125000 Penalty: 4586.014648
	Iteration 72Q: 3 clusters Score -1181214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1181216.000000 Penalty: 4586.014648
	Iteration 73Q: 3 clusters Score -1181216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1181214.250000 Penalty: 4586.014648
	Iteration 74Q: 3 clusters Score -1181214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1181214.000000 Penalty: 4586.014648
	Iteration 75Q: 3 clusters Score -1181214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1181214.000000 Penalty: 4586.014648
	Iteration 76F: 3 clusters Score -1181214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (69592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69592 members 
Entering Unmasked Estep 
Score: -8477079.000000 Penalty: 2765.300537
	Iteration 0F: 2 clusters Score -8477079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34770 members 
Mstep: Class 2 contains 34822 members 
Entering Unmasked Estep 
Score: -8430405.000000 Penalty: 5530.601074
	Iteration 0F: 3 clusters Score -8430405 nChanged 32606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34734 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -8449084.000000 Penalty: 5530.601074
	Iteration 1F: 3 clusters Score -8449084 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 34679 members 
Entering Unmasked Estep 
Score: -8450193.000000 Penalty: 5530.601074
	Iteration 2Q: 3 clusters Score -8450193 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35312 members 
Mstep: Class 2 contains 34280 members 
Entering Unmasked Estep 
Score: -8451524.000000 Penalty: 5530.601074
	Iteration 3Q: 3 clusters Score -8451524 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35932 members 
Mstep: Class 2 contains 33660 members 
Entering Unmasked Estep 
Score: -8453369.000000 Penalty: 5530.601074
	Iteration 4F: 3 clusters Score -8453369 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36808 members 
Mstep: Class 2 contains 32784 members 
Entering Unmasked Estep 
Score: -8455730.000000 Penalty: 5530.601074
	Iteration 5F: 3 clusters Score -8455730 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37984 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -8458405.000000 Penalty: 5530.601074
	Iteration 6F: 3 clusters Score -8458405 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39297 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -8460945.000000 Penalty: 5530.601074
	Iteration 7F: 3 clusters Score -8460945 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40532 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -8463266.000000 Penalty: 5530.601074
	Iteration 8F: 3 clusters Score -8463266 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41572 members 
Mstep: Class 2 contains 28020 members 
Entering Unmasked Estep 
Score: -8465064.000000 Penalty: 5530.601074
	Iteration 9Q: 3 clusters Score -8465064 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42396 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -8466279.000000 Penalty: 5530.601074
	Iteration 10Q: 3 clusters Score -8466279 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43113 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -8467059.000000 Penalty: 5530.601074
	Iteration 11Q: 3 clusters Score -8467059 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43773 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -8467489.000000 Penalty: 5530.601074
	Iteration 12Q: 3 clusters Score -8467489 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44466 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -8467812.000000 Penalty: 5530.601074
	Iteration 13Q: 3 clusters Score -8467812 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45143 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -8468080.000000 Penalty: 5530.601074
	Iteration 14Q: 3 clusters Score -8468080 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45837 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -8468308.000000 Penalty: 5530.601074
	Iteration 15Q: 3 clusters Score -8468308 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46548 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -8468510.000000 Penalty: 5530.601074
	Iteration 16Q: 3 clusters Score -8468510 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47253 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -8468711.000000 Penalty: 5530.601074
	Iteration 17Q: 3 clusters Score -8468711 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47969 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -8468906.000000 Penalty: 5530.601074
	Iteration 18Q: 3 clusters Score -8468906 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48687 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -8469142.000000 Penalty: 5530.601074
	Iteration 19Q: 3 clusters Score -8469142 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49418 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -8469360.000000 Penalty: 5530.601074
	Iteration 20F: 3 clusters Score -8469360 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50150 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -8469593.000000 Penalty: 5530.601074
	Iteration 21Q: 3 clusters Score -8469593 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50928 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -8469829.000000 Penalty: 5530.601074
	Iteration 22Q: 3 clusters Score -8469829 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51735 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -8470172.000000 Penalty: 5530.601074
	Iteration 23Q: 3 clusters Score -8470172 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52490 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -8470454.000000 Penalty: 5530.601074
	Iteration 24Q: 3 clusters Score -8470454 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53217 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -8470733.000000 Penalty: 5530.601074
	Iteration 25Q: 3 clusters Score -8470733 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53912 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -8471063.000000 Penalty: 5530.601074
	Iteration 26Q: 3 clusters Score -8471063 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54586 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -8471391.000000 Penalty: 5530.601074
	Iteration 27Q: 3 clusters Score -8471391 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55180 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -8471692.000000 Penalty: 5530.601074
	Iteration 28Q: 3 clusters Score -8471692 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55755 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -8471929.000000 Penalty: 5530.601074
	Iteration 29Q: 3 clusters Score -8471929 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56313 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -8472133.000000 Penalty: 5530.601074
	Iteration 30Q: 3 clusters Score -8472133 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56831 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -8472381.000000 Penalty: 5530.601074
	Iteration 31Q: 3 clusters Score -8472381 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57261 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -8472568.000000 Penalty: 5530.601074
	Iteration 32Q: 3 clusters Score -8472568 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57641 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -8472782.000000 Penalty: 5530.601074
	Iteration 33Q: 3 clusters Score -8472782 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58009 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -8472918.000000 Penalty: 5530.601074
	Iteration 34Q: 3 clusters Score -8472918 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58337 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -8473041.000000 Penalty: 5530.601074
	Iteration 35Q: 3 clusters Score -8473041 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58634 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -8473152.000000 Penalty: 5530.601074
	Iteration 36Q: 3 clusters Score -8473152 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58921 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -8473218.000000 Penalty: 5530.601074
	Iteration 37Q: 3 clusters Score -8473218 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59138 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -8473283.000000 Penalty: 5530.601074
	Iteration 38Q: 3 clusters Score -8473283 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59339 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -8473324.000000 Penalty: 5530.601074
	Iteration 39Q: 3 clusters Score -8473324 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59534 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -8473372.000000 Penalty: 5530.601074
	Iteration 40F: 3 clusters Score -8473372 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59696 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -8473423.000000 Penalty: 5530.601074
	Iteration 41Q: 3 clusters Score -8473423 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59840 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -8473442.000000 Penalty: 5530.601074
	Iteration 42Q: 3 clusters Score -8473442 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59988 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -8473487.000000 Penalty: 5530.601074
	Iteration 43Q: 3 clusters Score -8473487 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60119 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -8473537.000000 Penalty: 5530.601074
	Iteration 44Q: 3 clusters Score -8473537 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60249 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -8473553.000000 Penalty: 5530.601074
	Iteration 45Q: 3 clusters Score -8473553 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60365 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -8473574.000000 Penalty: 5530.601074
	Iteration 46Q: 3 clusters Score -8473574 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60478 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -8473599.000000 Penalty: 5530.601074
	Iteration 47Q: 3 clusters Score -8473599 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60589 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -8473594.000000 Penalty: 5530.601074
	Iteration 48Q: 3 clusters Score -8473594 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60711 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -8473656.000000 Penalty: 5530.601074
	Iteration 49Q: 3 clusters Score -8473656 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60844 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -8473691.000000 Penalty: 5530.601074
	Iteration 50Q: 3 clusters Score -8473691 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60983 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -8473736.000000 Penalty: 5530.601074
	Iteration 51Q: 3 clusters Score -8473736 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61125 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -8473750.000000 Penalty: 5530.601074
	Iteration 52Q: 3 clusters Score -8473750 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61263 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -8473775.000000 Penalty: 5530.601074
	Iteration 53Q: 3 clusters Score -8473775 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61374 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -8473792.000000 Penalty: 5530.601074
	Iteration 54Q: 3 clusters Score -8473792 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61484 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -8473812.000000 Penalty: 5530.601074
	Iteration 55Q: 3 clusters Score -8473812 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61588 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -8473823.000000 Penalty: 5530.601074
	Iteration 56Q: 3 clusters Score -8473823 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61691 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -8473842.000000 Penalty: 5530.601074
	Iteration 57Q: 3 clusters Score -8473842 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61788 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -8473848.000000 Penalty: 5530.601074
	Iteration 58Q: 3 clusters Score -8473848 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61881 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -8473871.000000 Penalty: 5530.601074
	Iteration 59Q: 3 clusters Score -8473871 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61971 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -8473894.000000 Penalty: 5530.601074
	Iteration 60F: 3 clusters Score -8473894 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62064 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -8473912.000000 Penalty: 5530.601074
	Iteration 61Q: 3 clusters Score -8473912 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62157 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -8473920.000000 Penalty: 5530.601074
	Iteration 62Q: 3 clusters Score -8473920 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62240 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -8473931.000000 Penalty: 5530.601074
	Iteration 63Q: 3 clusters Score -8473931 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62322 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -8473944.000000 Penalty: 5530.601074
	Iteration 64Q: 3 clusters Score -8473944 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62408 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -8473953.000000 Penalty: 5530.601074
	Iteration 65Q: 3 clusters Score -8473953 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62508 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -8473962.000000 Penalty: 5530.601074
	Iteration 66Q: 3 clusters Score -8473962 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62610 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -8473967.000000 Penalty: 5530.601074
	Iteration 67Q: 3 clusters Score -8473967 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62698 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -8473992.000000 Penalty: 5530.601074
	Iteration 68Q: 3 clusters Score -8473992 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62794 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -8473984.000000 Penalty: 5530.601074
	Iteration 69Q: 3 clusters Score -8473984 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62885 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -8474001.000000 Penalty: 5530.601074
	Iteration 70Q: 3 clusters Score -8474001 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62984 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -8474026.000000 Penalty: 5530.601074
	Iteration 71Q: 3 clusters Score -8474026 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63091 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -8474029.000000 Penalty: 5530.601074
	Iteration 72Q: 3 clusters Score -8474029 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63186 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -8474060.000000 Penalty: 5530.601074
	Iteration 73Q: 3 clusters Score -8474060 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63299 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -8474067.000000 Penalty: 5530.601074
	Iteration 74Q: 3 clusters Score -8474067 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63407 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -8474064.000000 Penalty: 5530.601074
	Iteration 75Q: 3 clusters Score -8474064 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63520 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8474085 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63621 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8474091 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63723 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8474105 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63838 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -8474144.000000 Penalty: 5530.601074
	Iteration 79Q: 3 clusters Score -8474144 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63948 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8474136 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64051 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -8474155.000000 Penalty: 5530.601074
	Iteration 81Q: 3 clusters Score -8474155 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64136 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -8474172.000000 Penalty: 5530.601074
	Iteration 82Q: 3 clusters Score -8474172 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64212 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -8474184.000000 Penalty: 5530.601074
	Iteration 83Q: 3 clusters Score -8474184 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64293 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -8474191.000000 Penalty: 5530.601074
	Iteration 84Q: 3 clusters Score -8474191 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64369 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8474215 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64446 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8474219 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64534 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -8474240.000000 Penalty: 5530.601074
	Iteration 87Q: 3 clusters Score -8474240 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64619 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -8474246.000000 Penalty: 5530.601074
	Iteration 88Q: 3 clusters Score -8474246 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64709 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -8474251.000000 Penalty: 5530.601074
	Iteration 89Q: 3 clusters Score -8474251 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64811 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -8474266.000000 Penalty: 5530.601074
	Iteration 90Q: 3 clusters Score -8474266 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64903 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -8474265.000000 Penalty: 5530.601074
	Iteration 91Q: 3 clusters Score -8474265 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64981 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -8474283.000000 Penalty: 5530.601074
	Iteration 92Q: 3 clusters Score -8474283 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65050 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -8474275.000000 Penalty: 5530.601074
	Iteration 93Q: 3 clusters Score -8474275 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65108 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -8474279.000000 Penalty: 5530.601074
	Iteration 94Q: 3 clusters Score -8474279 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65161 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -8474293.000000 Penalty: 5530.601074
	Iteration 95Q: 3 clusters Score -8474293 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65225 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -8474312.000000 Penalty: 5530.601074
	Iteration 96Q: 3 clusters Score -8474312 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65285 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -8474329.000000 Penalty: 5530.601074
	Iteration 97Q: 3 clusters Score -8474329 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65339 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -8474330.000000 Penalty: 5530.601074
	Iteration 98Q: 3 clusters Score -8474330 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65379 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -8474326.000000 Penalty: 5530.601074
	Iteration 99Q: 3 clusters Score -8474326 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65428 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -8474333.000000 Penalty: 5530.601074
	Iteration 100F: 3 clusters Score -8474333 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65480 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -8474332.000000 Penalty: 5530.601074
	Iteration 101Q: 3 clusters Score -8474332 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65534 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -8474354.000000 Penalty: 5530.601074
	Iteration 102Q: 3 clusters Score -8474354 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65582 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -8474367.000000 Penalty: 5530.601074
	Iteration 103Q: 3 clusters Score -8474367 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65625 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -8474365.000000 Penalty: 5530.601074
	Iteration 104Q: 3 clusters Score -8474365 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65669 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -8474389.000000 Penalty: 5530.601074
	Iteration 105Q: 3 clusters Score -8474389 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65705 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8474369 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65755 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -8474386.000000 Penalty: 5530.601074
	Iteration 107Q: 3 clusters Score -8474386 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65809 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8474400 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65859 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -8474409.000000 Penalty: 5530.601074
	Iteration 109Q: 3 clusters Score -8474409 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65909 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -8474415.000000 Penalty: 5530.601074
	Iteration 110Q: 3 clusters Score -8474415 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65961 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -8474442.000000 Penalty: 5530.601074
	Iteration 111Q: 3 clusters Score -8474442 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66011 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8474441 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66069 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -8474439.000000 Penalty: 5530.601074
	Iteration 113Q: 3 clusters Score -8474439 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66124 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -8474459.000000 Penalty: 5530.601074
	Iteration 114Q: 3 clusters Score -8474459 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66174 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -8474462.000000 Penalty: 5530.601074
	Iteration 115Q: 3 clusters Score -8474462 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66221 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -8474454.000000 Penalty: 5530.601074
	Iteration 116Q: 3 clusters Score -8474454 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66264 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -8474463.000000 Penalty: 5530.601074
	Iteration 117Q: 3 clusters Score -8474463 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66297 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8474482 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66333 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -8474476.000000 Penalty: 5530.601074
	Iteration 119Q: 3 clusters Score -8474476 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66366 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8474476 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66403 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -8474483.000000 Penalty: 5530.601074
	Iteration 121Q: 3 clusters Score -8474483 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66446 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8474484 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66497 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -8474501.000000 Penalty: 5530.601074
	Iteration 123Q: 3 clusters Score -8474501 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66536 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -8474506 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66564 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -8474504 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66596 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -8474510 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66629 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -8474520.000000 Penalty: 5530.601074
	Iteration 127Q: 3 clusters Score -8474520 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66666 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -8474512.000000 Penalty: 5530.601074
	Iteration 128Q: 3 clusters Score -8474512 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66705 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -8474537.000000 Penalty: 5530.601074
	Iteration 129Q: 3 clusters Score -8474537 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66734 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -8474541.000000 Penalty: 5530.601074
	Iteration 130Q: 3 clusters Score -8474541 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66763 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -8474536.000000 Penalty: 5530.601074
	Iteration 131Q: 3 clusters Score -8474536 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66802 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -8474550 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66842 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -8474547 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66883 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -8474566 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66923 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -8474590 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66957 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8474591 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66987 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -8474593 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67023 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8474601 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67076 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -8474617.000000 Penalty: 5530.601074
	Iteration 139Q: 3 clusters Score -8474617 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67116 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -8474623.000000 Penalty: 5530.601074
	Iteration 140F: 3 clusters Score -8474623 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67155 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -8474630.000000 Penalty: 5530.601074
	Iteration 141Q: 3 clusters Score -8474630 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67197 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -8474638.000000 Penalty: 5530.601074
	Iteration 142Q: 3 clusters Score -8474638 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67243 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -8474648.000000 Penalty: 5530.601074
	Iteration 143Q: 3 clusters Score -8474648 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67286 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -8474660.000000 Penalty: 5530.601074
	Iteration 144Q: 3 clusters Score -8474660 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67322 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -8474657.000000 Penalty: 5530.601074
	Iteration 145Q: 3 clusters Score -8474657 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67354 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -8474655.000000 Penalty: 5530.601074
	Iteration 146Q: 3 clusters Score -8474655 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67382 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -8474664.000000 Penalty: 5530.601074
	Iteration 147Q: 3 clusters Score -8474664 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67401 members 
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -8474670 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67421 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -8474671.000000 Penalty: 5530.601074
	Iteration 149Q: 3 clusters Score -8474671 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67434 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -8474677 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67451 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -8474677 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67473 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -8474679 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67492 members 
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Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -8474696 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67513 members 
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Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -8474695 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67538 members 
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -8474709 nChanged 22
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Mstep: Class 1 contains 67558 members 
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -8474711 nChanged 16
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Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -8474700 nChanged 20
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Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -8474715 nChanged 21
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -8474710 nChanged 18
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Entering Unmasked Estep 
Score: -8474728.000000 Penalty: 5530.601074
	Iteration 160F: 3 clusters Score -8474728 nChanged 13
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8474733.000000 Penalty: 5530.601074
	Iteration 161Q: 3 clusters Score -8474733 nChanged 8
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Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -8474733 nChanged 3
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Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -8474734 nChanged 4
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Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -8474733 nChanged 4
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Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -8474735 nChanged 3
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	Iteration 166Q: 3 clusters Score -8474725 nChanged 5
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	Iteration 167Q: 3 clusters Score -8474730 nChanged 2
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	Iteration 168Q: 3 clusters Score -8474733 nChanged 3
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	Iteration 169Q: 3 clusters Score -8474736 nChanged 1
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	Iteration 170Q: 3 clusters Score -8474740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67676 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -8474741.000000 Penalty: 5530.601074
	Iteration 171Q: 3 clusters Score -8474741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67676 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -8474741.000000 Penalty: 5530.601074
	Iteration 172F: 3 clusters Score -8474741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Entering Unmasked Estep 
Score: -700922.500000 Penalty: 2132.769775
	Iteration 0F: 2 clusters Score -700922.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -696143.312500 Penalty: 4265.539551
	Iteration 0F: 3 clusters Score -696143.3 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -697204.937500 Penalty: 4265.539551
	Iteration 1F: 3 clusters Score -697204.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -697399.062500 Penalty: 4265.539551
	Iteration 2F: 3 clusters Score -697399.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -697525.937500 Penalty: 4265.539551
	Iteration 3Q: 3 clusters Score -697525.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -697626.687500 Penalty: 4265.539551
	Iteration 4Q: 3 clusters Score -697626.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -697698.187500 Penalty: 4265.539551
	Iteration 5Q: 3 clusters Score -697698.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -697754.250000 Penalty: 4265.539551
	Iteration 6Q: 3 clusters Score -697754.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -697800.250000 Penalty: 4265.539551
	Iteration 7Q: 3 clusters Score -697800.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -697844.625000 Penalty: 4265.539551
	Iteration 8Q: 3 clusters Score -697844.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -697881.812500 Penalty: 4265.539551
	Iteration 9Q: 3 clusters Score -697881.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -697921.437500 Penalty: 4265.539551
	Iteration 10Q: 3 clusters Score -697921.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -697961.625000 Penalty: 4265.539551
	Iteration 11Q: 3 clusters Score -697961.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -698015.375000 Penalty: 4265.539551
	Iteration 12Q: 3 clusters Score -698015.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -698070.062500 Penalty: 4265.539551
	Iteration 13Q: 3 clusters Score -698070.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -698134.625000 Penalty: 4265.539551
	Iteration 14Q: 3 clusters Score -698134.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -698192.187500 Penalty: 4265.539551
	Iteration 15Q: 3 clusters Score -698192.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -698249.000000 Penalty: 4265.539551
	Iteration 16Q: 3 clusters Score -698249 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -698298.500000 Penalty: 4265.539551
	Iteration 17Q: 3 clusters Score -698298.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -698342.000000 Penalty: 4265.539551
	Iteration 18Q: 3 clusters Score -698342 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -698386.750000 Penalty: 4265.539551
	Iteration 19Q: 3 clusters Score -698386.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -698439.187500 Penalty: 4265.539551
	Iteration 20F: 3 clusters Score -698439.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -698498.125000 Penalty: 4265.539551
	Iteration 21Q: 3 clusters Score -698498.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -698567.000000 Penalty: 4265.539551
	Iteration 22Q: 3 clusters Score -698567 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -698638.812500 Penalty: 4265.539551
	Iteration 23Q: 3 clusters Score -698638.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -698697.000000 Penalty: 4265.539551
	Iteration 24Q: 3 clusters Score -698697 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -698739.375000 Penalty: 4265.539551
	Iteration 25Q: 3 clusters Score -698739.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -698777.562500 Penalty: 4265.539551
	Iteration 26Q: 3 clusters Score -698777.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -698817.625000 Penalty: 4265.539551
	Iteration 27Q: 3 clusters Score -698817.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -698841.187500 Penalty: 4265.539551
	Iteration 28Q: 3 clusters Score -698841.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -698858.125000 Penalty: 4265.539551
	Iteration 29Q: 3 clusters Score -698858.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -698880.375000 Penalty: 4265.539551
	Iteration 30Q: 3 clusters Score -698880.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -698900.125000 Penalty: 4265.539551
	Iteration 31Q: 3 clusters Score -698900.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -698922.125000 Penalty: 4265.539551
	Iteration 32Q: 3 clusters Score -698922.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -698946.500000 Penalty: 4265.539551
	Iteration 33Q: 3 clusters Score -698946.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -698964.187500 Penalty: 4265.539551
	Iteration 34Q: 3 clusters Score -698964.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -698979.187500 Penalty: 4265.539551
	Iteration 35Q: 3 clusters Score -698979.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -698997.000000 Penalty: 4265.539551
	Iteration 36Q: 3 clusters Score -698997 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -699010.750000 Penalty: 4265.539551
	Iteration 37Q: 3 clusters Score -699010.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -699024.937500 Penalty: 4265.539551
	Iteration 38Q: 3 clusters Score -699024.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -699033.875000 Penalty: 4265.539551
	Iteration 39Q: 3 clusters Score -699033.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -699037.312500 Penalty: 4265.539551
	Iteration 40F: 3 clusters Score -699037.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -699047.875000 Penalty: 4265.539551
	Iteration 41Q: 3 clusters Score -699047.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -699053.562500 Penalty: 4265.539551
	Iteration 42Q: 3 clusters Score -699053.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -699057.375000 Penalty: 4265.539551
	Iteration 43Q: 3 clusters Score -699057.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -699061.062500 Penalty: 4265.539551
	Iteration 44Q: 3 clusters Score -699061.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -699063.062500 Penalty: 4265.539551
	Iteration 45Q: 3 clusters Score -699063.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -699065.937500 Penalty: 4265.539551
	Iteration 46Q: 3 clusters Score -699065.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -699066.375000 Penalty: 4265.539551
	Iteration 47Q: 3 clusters Score -699066.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -699065.812500 Penalty: 4265.539551
	Iteration 48Q: 3 clusters Score -699065.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -699066.937500 Penalty: 4265.539551
	Iteration 49Q: 3 clusters Score -699066.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -699066.937500 Penalty: 4265.539551
	Iteration 50F: 3 clusters Score -699066.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Entering Unmasked Estep 
Score: -1487078.125000 Penalty: 2335.906982
	Iteration 0F: 2 clusters Score -1487078 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 6267 members 
Entering Unmasked Estep 
Score: -1477927.000000 Penalty: 4671.813965
	Iteration 0F: 3 clusters Score -1477927 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1480703.750000 Penalty: 4671.813965
	Iteration 1F: 3 clusters Score -1480704 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1481132.375000 Penalty: 4671.813965
	Iteration 2F: 3 clusters Score -1481132 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1481546.375000 Penalty: 4671.813965
	Iteration 3F: 3 clusters Score -1481546 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1482095.125000 Penalty: 4671.813965
	Iteration 4F: 3 clusters Score -1482095 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1482813.500000 Penalty: 4671.813965
	Iteration 5F: 3 clusters Score -1482814 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1483601.125000 Penalty: 4671.813965
	Iteration 6F: 3 clusters Score -1483601 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1484277.000000 Penalty: 4671.813965
	Iteration 7F: 3 clusters Score -1484277 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1484735.125000 Penalty: 4671.813965
	Iteration 8Q: 3 clusters Score -1484735 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1485003.875000 Penalty: 4671.813965
	Iteration 9Q: 3 clusters Score -1485004 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1485151.250000 Penalty: 4671.813965
	Iteration 10Q: 3 clusters Score -1485151 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1485243.375000 Penalty: 4671.813965
	Iteration 11Q: 3 clusters Score -1485243 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1485300.875000 Penalty: 4671.813965
	Iteration 12Q: 3 clusters Score -1485301 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1485347.375000 Penalty: 4671.813965
	Iteration 13Q: 3 clusters Score -1485347 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1485384.625000 Penalty: 4671.813965
	Iteration 14Q: 3 clusters Score -1485385 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1485403.500000 Penalty: 4671.813965
	Iteration 15Q: 3 clusters Score -1485404 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1485419.125000 Penalty: 4671.813965
	Iteration 16Q: 3 clusters Score -1485419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1485423.500000 Penalty: 4671.813965
	Iteration 17Q: 3 clusters Score -1485424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1485431.000000 Penalty: 4671.813965
	Iteration 18Q: 3 clusters Score -1485431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1485436.125000 Penalty: 4671.813965
	Iteration 19Q: 3 clusters Score -1485436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1485438.750000 Penalty: 4671.813965
	Iteration 20F: 3 clusters Score -1485439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1485439.875000 Penalty: 4671.813965
	Iteration 21Q: 3 clusters Score -1485440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1485443.875000 Penalty: 4671.813965
	Iteration 22Q: 3 clusters Score -1485444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1485452.125000 Penalty: 4671.813965
	Iteration 23Q: 3 clusters Score -1485452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1485455.000000 Penalty: 4671.813965
	Iteration 24Q: 3 clusters Score -1485455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1485462.250000 Penalty: 4671.813965
	Iteration 25Q: 3 clusters Score -1485462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1485466.125000 Penalty: 4671.813965
	Iteration 26Q: 3 clusters Score -1485466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1485466.250000 Penalty: 4671.813965
	Iteration 27Q: 3 clusters Score -1485466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1485466.625000 Penalty: 4671.813965
	Iteration 28Q: 3 clusters Score -1485467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1485467.375000 Penalty: 4671.813965
	Iteration 29Q: 3 clusters Score -1485467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1485469.875000 Penalty: 4671.813965
	Iteration 30Q: 3 clusters Score -1485470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1485470.000000 Penalty: 4671.813965
	Iteration 31Q: 3 clusters Score -1485470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1485473.125000 Penalty: 4671.813965
	Iteration 32Q: 3 clusters Score -1485473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1485474.375000 Penalty: 4671.813965
	Iteration 33Q: 3 clusters Score -1485474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1485478.375000 Penalty: 4671.813965
	Iteration 34Q: 3 clusters Score -1485478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -1485484.125000 Penalty: 4671.813965
	Iteration 35Q: 3 clusters Score -1485484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1485488.875000 Penalty: 4671.813965
	Iteration 36Q: 3 clusters Score -1485489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1485491.500000 Penalty: 4671.813965
	Iteration 37Q: 3 clusters Score -1485492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1485493.500000 Penalty: 4671.813965
	Iteration 38Q: 3 clusters Score -1485494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1485497.625000 Penalty: 4671.813965
	Iteration 39Q: 3 clusters Score -1485498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1485499.625000 Penalty: 4671.813965
	Iteration 40F: 3 clusters Score -1485500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -1485500.875000 Penalty: 4671.813965
	Iteration 41Q: 3 clusters Score -1485501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -1485500.875000 Penalty: 4671.813965
	Iteration 42F: 3 clusters Score -1485501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Entering Unmasked Estep 
Score: -340610.625000 Penalty: 1981.998779
	Iteration 0F: 2 clusters Score -340610.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -337419.031250 Penalty: 3963.997559
	Iteration 0F: 3 clusters Score -337419 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -338063.218750 Penalty: 3963.997559
	Iteration 1F: 3 clusters Score -338063.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -338237.406250 Penalty: 3963.997559
	Iteration 2F: 3 clusters Score -338237.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -338367.468750 Penalty: 3963.997559
	Iteration 3F: 3 clusters Score -338367.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -338472.375000 Penalty: 3963.997559
	Iteration 4Q: 3 clusters Score -338472.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -338591.187500 Penalty: 3963.997559
	Iteration 5Q: 3 clusters Score -338591.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -338687.125000 Penalty: 3963.997559
	Iteration 6Q: 3 clusters Score -338687.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -338759.781250 Penalty: 3963.997559
	Iteration 7Q: 3 clusters Score -338759.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -338818.593750 Penalty: 3963.997559
	Iteration 8Q: 3 clusters Score -338818.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -338871.843750 Penalty: 3963.997559
	Iteration 9Q: 3 clusters Score -338871.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -338912.968750 Penalty: 3963.997559
	Iteration 10Q: 3 clusters Score -338913 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -338952.781250 Penalty: 3963.997559
	Iteration 11Q: 3 clusters Score -338952.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -338992.125000 Penalty: 3963.997559
	Iteration 12Q: 3 clusters Score -338992.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -339033.062500 Penalty: 3963.997559
	Iteration 13Q: 3 clusters Score -339033.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -339074.375000 Penalty: 3963.997559
	Iteration 14Q: 3 clusters Score -339074.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -339104.968750 Penalty: 3963.997559
	Iteration 15Q: 3 clusters Score -339105 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -339124.468750 Penalty: 3963.997559
	Iteration 16Q: 3 clusters Score -339124.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -339138.812500 Penalty: 3963.997559
	Iteration 17Q: 3 clusters Score -339138.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -339150.843750 Penalty: 3963.997559
	Iteration 18Q: 3 clusters Score -339150.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -339163.625000 Penalty: 3963.997559
	Iteration 19Q: 3 clusters Score -339163.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -339172.062500 Penalty: 3963.997559
	Iteration 20F: 3 clusters Score -339172.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -339180.500000 Penalty: 3963.997559
	Iteration 21Q: 3 clusters Score -339180.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -339182.875000 Penalty: 3963.997559
	Iteration 22Q: 3 clusters Score -339182.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -339185.781250 Penalty: 3963.997559
	Iteration 23Q: 3 clusters Score -339185.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -339188.031250 Penalty: 3963.997559
	Iteration 24Q: 3 clusters Score -339188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -339189.750000 Penalty: 3963.997559
	Iteration 25Q: 3 clusters Score -339189.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -339191.875000 Penalty: 3963.997559
	Iteration 26Q: 3 clusters Score -339191.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -339191.875000 Penalty: 3963.997559
	Iteration 27F: 3 clusters Score -339191.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (286071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286071 members 
Entering Unmasked Estep 
Score: -35191956.000000 Penalty: 3115.870850
	Iteration 0F: 2 clusters Score -3.519196e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143128 members 
Mstep: Class 2 contains 142943 members 
Entering Unmasked Estep 
Score: -35020932.000000 Penalty: 6231.741699
	Iteration 0F: 3 clusters Score -3.502093e+07 nChanged 138590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142832 members 
Mstep: Class 2 contains 143239 members 
Entering Unmasked Estep 
Score: -35102612.000000 Penalty: 6231.741699
	Iteration 1F: 3 clusters Score -3.510261e+07 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141844 members 
Mstep: Class 2 contains 144227 members 
Entering Unmasked Estep 
Score: -35103652.000000 Penalty: 6231.741699
	Iteration 2Q: 3 clusters Score -3.510365e+07 nChanged 7197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140053 members 
Mstep: Class 2 contains 146018 members 
Entering Unmasked Estep 
Score: -35105052.000000 Penalty: 6231.741699
	Iteration 3Q: 3 clusters Score -3.510505e+07 nChanged 8272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137341 members 
Mstep: Class 2 contains 148730 members 
Entering Unmasked Estep 
Score: -35107100.000000 Penalty: 6231.741699
	Iteration 4Q: 3 clusters Score -3.51071e+07 nChanged 10124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132989 members 
Mstep: Class 2 contains 153082 members 
Entering Unmasked Estep 
Score: -35110212.000000 Penalty: 6231.741699
	Iteration 5Q: 3 clusters Score -3.511021e+07 nChanged 12180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126697 members 
Mstep: Class 2 contains 159374 members 
Entering Unmasked Estep 
Score: -35114828.000000 Penalty: 6231.741699
	Iteration 6Q: 3 clusters Score -3.511483e+07 nChanged 14542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118045 members 
Mstep: Class 2 contains 168026 members 
Entering Unmasked Estep 
Score: -35120572.000000 Penalty: 6231.741699
	Iteration 7F: 3 clusters Score -3.512057e+07 nChanged 16508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106817 members 
Mstep: Class 2 contains 179254 members 
Entering Unmasked Estep 
Score: -35127996.000000 Penalty: 6231.741699
	Iteration 8F: 3 clusters Score -3.5128e+07 nChanged 17921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92832 members 
Mstep: Class 2 contains 193239 members 
Entering Unmasked Estep 
Score: -35136664.000000 Penalty: 6231.741699
	Iteration 9F: 3 clusters Score -3.513666e+07 nChanged 18493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76805 members 
Mstep: Class 2 contains 209266 members 
Entering Unmasked Estep 
Score: -35144840.000000 Penalty: 6231.741699
	Iteration 10F: 3 clusters Score -3.514484e+07 nChanged 18024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59949 members 
Mstep: Class 2 contains 226122 members 
Entering Unmasked Estep 
Score: -35153192.000000 Penalty: 6231.741699
	Iteration 11F: 3 clusters Score -3.515319e+07 nChanged 16608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43627 members 
Mstep: Class 2 contains 242444 members 
Entering Unmasked Estep 
Score: -35161844.000000 Penalty: 6231.741699
	Iteration 12F: 3 clusters Score -3.516184e+07 nChanged 14373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 256781 members 
Entering Unmasked Estep 
Score: -35170192.000000 Penalty: 6231.741699
	Iteration 13F: 3 clusters Score -3.517019e+07 nChanged 11476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 268255 members 
Entering Unmasked Estep 
Score: -35177488.000000 Penalty: 6231.741699
	Iteration 14Q: 3 clusters Score -3.517749e+07 nChanged 7833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 276088 members 
Entering Unmasked Estep 
Score: -35182712.000000 Penalty: 6231.741699
	Iteration 15Q: 3 clusters Score -3.518271e+07 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 280775 members 
Entering Unmasked Estep 
Score: -35186152.000000 Penalty: 6231.741699
	Iteration 16Q: 3 clusters Score -3.518615e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 283190 members 
Entering Unmasked Estep 
Score: -35187768.000000 Penalty: 6231.741699
	Iteration 17Q: 3 clusters Score -3.518777e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 284337 members 
Entering Unmasked Estep 
Score: -35188472.000000 Penalty: 6231.741699
	Iteration 18Q: 3 clusters Score -3.518847e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 284874 members 
Entering Unmasked Estep 
Score: -35188848.000000 Penalty: 6231.741699
	Iteration 19Q: 3 clusters Score -3.518885e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 285124 members 
Entering Unmasked Estep 
Score: -35189120.000000 Penalty: 6231.741699
	Iteration 20F: 3 clusters Score -3.518912e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 285258 members 
Entering Unmasked Estep 
Score: -35189264.000000 Penalty: 6231.741699
	Iteration 21Q: 3 clusters Score -3.518926e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 285326 members 
Entering Unmasked Estep 
Score: -35189324.000000 Penalty: 6231.741699
	Iteration 22Q: 3 clusters Score -3.518932e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 285369 members 
Entering Unmasked Estep 
Score: -35189352.000000 Penalty: 6231.741699
	Iteration 23Q: 3 clusters Score -3.518935e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 285404 members 
Entering Unmasked Estep 
Score: -35189404.000000 Penalty: 6231.741699
	Iteration 24Q: 3 clusters Score -3.51894e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 285424 members 
Entering Unmasked Estep 
Score: -35189444.000000 Penalty: 6231.741699
	Iteration 25Q: 3 clusters Score -3.518944e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 285432 members 
Entering Unmasked Estep 
Score: -35189440.000000 Penalty: 6231.741699
	Iteration 26Q: 3 clusters Score -3.518944e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 285441 members 
Entering Unmasked Estep 
Score: -35189424.000000 Penalty: 6231.741699
	Iteration 27Q: 3 clusters Score -3.518942e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 285447 members 
Entering Unmasked Estep 
Score: -35189432.000000 Penalty: 6231.741699
	Iteration 28Q: 3 clusters Score -3.518943e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 285450 members 
Entering Unmasked Estep 
Score: -35189416.000000 Penalty: 6231.741699
	Iteration 29Q: 3 clusters Score -3.518942e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 285451 members 
Entering Unmasked Estep 
Score: -35189412.000000 Penalty: 6231.741699
	Iteration 30Q: 3 clusters Score -3.518941e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 285457 members 
Entering Unmasked Estep 
Score: -35189440.000000 Penalty: 6231.741699
	Iteration 31Q: 3 clusters Score -3.518944e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 285464 members 
Entering Unmasked Estep 
Score: -35189428.000000 Penalty: 6231.741699
	Iteration 32Q: 3 clusters Score -3.518943e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 285464 members 
Entering Unmasked Estep 
Score: -35189472.000000 Penalty: 6231.741699
	Iteration 33Q: 3 clusters Score -3.518947e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 285468 members 
Entering Unmasked Estep 
Score: -35189488.000000 Penalty: 6231.741699
	Iteration 34Q: 3 clusters Score -3.518949e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 285469 members 
Entering Unmasked Estep 
Score: -35189496.000000 Penalty: 6231.741699
	Iteration 35Q: 3 clusters Score -3.51895e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 285472 members 
Entering Unmasked Estep 
Score: -35189480.000000 Penalty: 6231.741699
	Iteration 36Q: 3 clusters Score -3.518948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 285474 members 
Entering Unmasked Estep 
Score: -35189468.000000 Penalty: 6231.741699
	Iteration 37Q: 3 clusters Score -3.518947e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 285473 members 
Entering Unmasked Estep 
Score: -35189488.000000 Penalty: 6231.741699
	Iteration 38Q: 3 clusters Score -3.518949e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 285473 members 
Entering Unmasked Estep 
Score: -35189488.000000 Penalty: 6231.741699
	Iteration 39F: 3 clusters Score -3.518949e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (40919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40919 members 
Entering Unmasked Estep 
Score: -4953229.000000 Penalty: 2633.598633
	Iteration 0F: 2 clusters Score -4953229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -4925398.500000 Penalty: 5267.197266
	Iteration 0F: 3 clusters Score -4925398 nChanged 18870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -4935895.000000 Penalty: 5267.197266
	Iteration 1F: 3 clusters Score -4935895 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -4936505.500000 Penalty: 5267.197266
	Iteration 2Q: 3 clusters Score -4936506 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -4937064.500000 Penalty: 5267.197266
	Iteration 3Q: 3 clusters Score -4937064 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -4937742.000000 Penalty: 5267.197266
	Iteration 4Q: 3 clusters Score -4937742 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -4938581.000000 Penalty: 5267.197266
	Iteration 5Q: 3 clusters Score -4938581 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -4939762.000000 Penalty: 5267.197266
	Iteration 6Q: 3 clusters Score -4939762 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 24854 members 
Entering Unmasked Estep 
Score: -4941418.500000 Penalty: 5267.197266
	Iteration 7F: 3 clusters Score -4941418 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -4943527.000000 Penalty: 5267.197266
	Iteration 8F: 3 clusters Score -4943527 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -4946058.500000 Penalty: 5267.197266
	Iteration 9F: 3 clusters Score -4946058 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 31231 members 
Entering Unmasked Estep 
Score: -4948397.000000 Penalty: 5267.197266
	Iteration 10F: 3 clusters Score -4948397 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 33034 members 
Entering Unmasked Estep 
Score: -4950153.500000 Penalty: 5267.197266
	Iteration 11F: 3 clusters Score -4950154 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 34286 members 
Entering Unmasked Estep 
Score: -4951155.500000 Penalty: 5267.197266
	Iteration 12Q: 3 clusters Score -4951156 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 35164 members 
Entering Unmasked Estep 
Score: -4951715.000000 Penalty: 5267.197266
	Iteration 13Q: 3 clusters Score -4951715 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 35782 members 
Entering Unmasked Estep 
Score: -4952054.500000 Penalty: 5267.197266
	Iteration 14Q: 3 clusters Score -4952054 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 36273 members 
Entering Unmasked Estep 
Score: -4952289.000000 Penalty: 5267.197266
	Iteration 15Q: 3 clusters Score -4952289 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 36653 members 
Entering Unmasked Estep 
Score: -4952439.500000 Penalty: 5267.197266
	Iteration 16Q: 3 clusters Score -4952440 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 36942 members 
Entering Unmasked Estep 
Score: -4952537.000000 Penalty: 5267.197266
	Iteration 17Q: 3 clusters Score -4952537 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 37179 members 
Entering Unmasked Estep 
Score: -4952622.000000 Penalty: 5267.197266
	Iteration 18Q: 3 clusters Score -4952622 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 37372 members 
Entering Unmasked Estep 
Score: -4952663.000000 Penalty: 5267.197266
	Iteration 19Q: 3 clusters Score -4952663 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 37530 members 
Entering Unmasked Estep 
Score: -4952717.000000 Penalty: 5267.197266
	Iteration 20F: 3 clusters Score -4952717 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
Score: -4952754.000000 Penalty: 5267.197266
	Iteration 21Q: 3 clusters Score -4952754 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 37787 members 
Entering Unmasked Estep 
Score: -4952786.000000 Penalty: 5267.197266
	Iteration 22Q: 3 clusters Score -4952786 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 37892 members 
Entering Unmasked Estep 
Score: -4952808.000000 Penalty: 5267.197266
	Iteration 23Q: 3 clusters Score -4952808 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 37984 members 
Entering Unmasked Estep 
Score: -4952832.500000 Penalty: 5267.197266
	Iteration 24Q: 3 clusters Score -4952832 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 38052 members 
Entering Unmasked Estep 
Score: -4952848.000000 Penalty: 5267.197266
	Iteration 25Q: 3 clusters Score -4952848 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 38113 members 
Entering Unmasked Estep 
Score: -4952880.000000 Penalty: 5267.197266
	Iteration 26Q: 3 clusters Score -4952880 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 38163 members 
Entering Unmasked Estep 
Score: -4952882.000000 Penalty: 5267.197266
	Iteration 27Q: 3 clusters Score -4952882 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 38210 members 
Entering Unmasked Estep 
Score: -4952890.500000 Penalty: 5267.197266
	Iteration 28Q: 3 clusters Score -4952890 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 38256 members 
Entering Unmasked Estep 
Score: -4952895.000000 Penalty: 5267.197266
	Iteration 29Q: 3 clusters Score -4952895 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 38293 members 
Entering Unmasked Estep 
Score: -4952905.000000 Penalty: 5267.197266
	Iteration 30Q: 3 clusters Score -4952905 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 38315 members 
Entering Unmasked Estep 
Score: -4952914.500000 Penalty: 5267.197266
	Iteration 31Q: 3 clusters Score -4952914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 38328 members 
Entering Unmasked Estep 
Score: -4952914.500000 Penalty: 5267.197266
	Iteration 32Q: 3 clusters Score -4952914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 38339 members 
Entering Unmasked Estep 
Score: -4952917.000000 Penalty: 5267.197266
	Iteration 33Q: 3 clusters Score -4952917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 38346 members 
Entering Unmasked Estep 
Score: -4952917.500000 Penalty: 5267.197266
	Iteration 34Q: 3 clusters Score -4952918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 38355 members 
Entering Unmasked Estep 
Score: -4952918.000000 Penalty: 5267.197266
	Iteration 35Q: 3 clusters Score -4952918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 38362 members 
Entering Unmasked Estep 
Score: -4952921.500000 Penalty: 5267.197266
	Iteration 36Q: 3 clusters Score -4952922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 38365 members 
Entering Unmasked Estep 
Score: -4952918.500000 Penalty: 5267.197266
	Iteration 37Q: 3 clusters Score -4952918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 38369 members 
Entering Unmasked Estep 
Score: -4952925.000000 Penalty: 5267.197266
	Iteration 38Q: 3 clusters Score -4952925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 38372 members 
Entering Unmasked Estep 
Score: -4952923.000000 Penalty: 5267.197266
	Iteration 39Q: 3 clusters Score -4952923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 38375 members 
Entering Unmasked Estep 
Score: -4952922.000000 Penalty: 5267.197266
	Iteration 40F: 3 clusters Score -4952922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 38377 members 
Entering Unmasked Estep 
Score: -4952924.500000 Penalty: 5267.197266
	Iteration 41Q: 3 clusters Score -4952924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 38377 members 
Entering Unmasked Estep 
Score: -4952924.500000 Penalty: 5267.197266
	Iteration 42F: 3 clusters Score -4952924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Entering Unmasked Estep 
Score: -116020.054688 Penalty: 1728.274902
	Iteration 0F: 2 clusters Score -116020.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -114076.664062 Penalty: 3456.549805
	Iteration 0F: 3 clusters Score -114076.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -114618.039062 Penalty: 3456.549805
	Iteration 1F: 3 clusters Score -114618 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -114944.890625 Penalty: 3456.549805
	Iteration 2F: 3 clusters Score -114944.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -115264.570312 Penalty: 3456.549805
	Iteration 3F: 3 clusters Score -115264.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -115565.390625 Penalty: 3456.549805
	Iteration 4F: 3 clusters Score -115565.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -115922.250000 Penalty: 3456.549805
	Iteration 5F: 3 clusters Score -115922.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -116244.132812 Penalty: 3456.549805
	Iteration 6Q: 3 clusters Score -116244.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -116326.906250 Penalty: 3456.549805
	Iteration 7Q: 3 clusters Score -116326.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -116340.531250 Penalty: 3456.549805
	Iteration 8Q: 3 clusters Score -116340.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -116341.695312 Penalty: 3456.549805
	Iteration 9Q: 3 clusters Score -116341.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -116341.695312 Penalty: 3456.549805
	Iteration 10F: 3 clusters Score -116341.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58569 members 
Mstep: Class 2 contains 156285 members 
Mstep: Class 3 contains 7349 members 
Mstep: Class 4 contains 179307 members 
Mstep: Class 5 contains 11117 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31603 members 
Mstep: Class 8 contains 23153 members 
Mstep: Class 9 contains 187684 members 
Mstep: Class 10 contains 6579 members 
Mstep: Class 11 contains 38260 members 
Mstep: Class 12 contains 8720 members 
Mstep: Class 13 contains 10598 members 
Mstep: Class 14 contains 8027 members 
Mstep: Class 15 contains 8413 members 
Mstep: Class 16 contains 10363 members 
Mstep: Class 17 contains 69592 members 
Mstep: Class 18 contains 5431 members 
Mstep: Class 19 contains 12320 members 
Mstep: Class 20 contains 2957 members 
Mstep: Class 21 contains 286071 members 
Mstep: Class 22 contains 40919 members 
Mstep: Class 23 contains 392 members 
Mstep: Class 24 contains 282825 members 
Mstep: Class 25 contains 16104 members 
Mstep: Class 26 contains 21593 members 
Mstep: Class 27 contains 16550 members 
Mstep: Class 28 contains 11387 members 
Mstep: Class 29 contains 6145 members 
Mstep: Class 30 contains 39080 members 
Mstep: Class 31 contains 2314 members 
Mstep: Class 32 contains 10542 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 217321 members 
Mstep: Class 35 contains 170864 members 
Mstep: Class 36 contains 10319 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10864 members 
Mstep: Class 39 contains 671 members 
Entering Unmasked Estep 
Score: -235410736.000000 Penalty: 140280.062500
Splitting cluster 23 changes total score from -235412448.000000 to -235410736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (282825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282825 members 
Entering Unmasked Estep 
Score: -34467712.000000 Penalty: 3113.040771
	Iteration 0F: 2 clusters Score -3.446771e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141407 members 
Mstep: Class 2 contains 141418 members 
Entering Unmasked Estep 
Score: -34299624.000000 Penalty: 6226.081543
	Iteration 0F: 3 clusters Score -3.429962e+07 nChanged 137041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138024 members 
Mstep: Class 2 contains 144801 members 
Entering Unmasked Estep 
Score: -34381156.000000 Penalty: 6226.081543
	Iteration 1F: 3 clusters Score -3.438116e+07 nChanged 8991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135167 members 
Mstep: Class 2 contains 147658 members 
Entering Unmasked Estep 
Score: -34383424.000000 Penalty: 6226.081543
	Iteration 2Q: 3 clusters Score -3.438342e+07 nChanged 10953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130644 members 
Mstep: Class 2 contains 152181 members 
Entering Unmasked Estep 
Score: -34387248.000000 Penalty: 6226.081543
	Iteration 3Q: 3 clusters Score -3.438725e+07 nChanged 13951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123807 members 
Mstep: Class 2 contains 159018 members 
Entering Unmasked Estep 
Score: -34392960.000000 Penalty: 6226.081543
	Iteration 4Q: 3 clusters Score -3.439296e+07 nChanged 16756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114699 members 
Mstep: Class 2 contains 168126 members 
Entering Unmasked Estep 
Score: -34400972.000000 Penalty: 6226.081543
	Iteration 5F: 3 clusters Score -3.440097e+07 nChanged 18223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103426 members 
Mstep: Class 2 contains 179399 members 
Entering Unmasked Estep 
Score: -34410148.000000 Penalty: 6226.081543
	Iteration 6F: 3 clusters Score -3.441015e+07 nChanged 18586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90200 members 
Mstep: Class 2 contains 192625 members 
Entering Unmasked Estep 
Score: -34418560.000000 Penalty: 6226.081543
	Iteration 7F: 3 clusters Score -3.441856e+07 nChanged 17724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76094 members 
Mstep: Class 2 contains 206731 members 
Entering Unmasked Estep 
Score: -34425540.000000 Penalty: 6226.081543
	Iteration 8F: 3 clusters Score -3.442554e+07 nChanged 15871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62023 members 
Mstep: Class 2 contains 220802 members 
Entering Unmasked Estep 
Score: -34431356.000000 Penalty: 6226.081543
	Iteration 9F: 3 clusters Score -3.443136e+07 nChanged 13899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48630 members 
Mstep: Class 2 contains 234195 members 
Entering Unmasked Estep 
Score: -34437060.000000 Penalty: 6226.081543
	Iteration 10Q: 3 clusters Score -3.443706e+07 nChanged 12563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 246702 members 
Entering Unmasked Estep 
Score: -34442736.000000 Penalty: 6226.081543
	Iteration 11Q: 3 clusters Score -3.444274e+07 nChanged 11314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 258006 members 
Entering Unmasked Estep 
Score: -34449280.000000 Penalty: 6226.081543
	Iteration 12Q: 3 clusters Score -3.444928e+07 nChanged 8926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 266930 members 
Entering Unmasked Estep 
Score: -34454856.000000 Penalty: 6226.081543
	Iteration 13Q: 3 clusters Score -3.445486e+07 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 273257 members 
Entering Unmasked Estep 
Score: -34459184.000000 Penalty: 6226.081543
	Iteration 14Q: 3 clusters Score -3.445918e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 277259 members 
Entering Unmasked Estep 
Score: -34461764.000000 Penalty: 6226.081543
	Iteration 15Q: 3 clusters Score -3.446176e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 279501 members 
Entering Unmasked Estep 
Score: -34463224.000000 Penalty: 6226.081543
	Iteration 16Q: 3 clusters Score -3.446322e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 280768 members 
Entering Unmasked Estep 
Score: -34464052.000000 Penalty: 6226.081543
	Iteration 17Q: 3 clusters Score -3.446405e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 281385 members 
Entering Unmasked Estep 
Score: -34464536.000000 Penalty: 6226.081543
	Iteration 18Q: 3 clusters Score -3.446454e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 281696 members 
Entering Unmasked Estep 
Score: -34464756.000000 Penalty: 6226.081543
	Iteration 19Q: 3 clusters Score -3.446476e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 281867 members 
Entering Unmasked Estep 
Score: -34464940.000000 Penalty: 6226.081543
	Iteration 20F: 3 clusters Score -3.446494e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 281964 members 
Entering Unmasked Estep 
Score: -34464980.000000 Penalty: 6226.081543
	Iteration 21Q: 3 clusters Score -3.446498e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 282021 members 
Entering Unmasked Estep 
Score: -34465028.000000 Penalty: 6226.081543
	Iteration 22Q: 3 clusters Score -3.446503e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 282055 members 
Entering Unmasked Estep 
Score: -34465052.000000 Penalty: 6226.081543
	Iteration 23Q: 3 clusters Score -3.446505e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 282075 members 
Entering Unmasked Estep 
Score: -34465084.000000 Penalty: 6226.081543
	Iteration 24Q: 3 clusters Score -3.446508e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 282102 members 
Entering Unmasked Estep 
Score: -34465116.000000 Penalty: 6226.081543
	Iteration 25Q: 3 clusters Score -3.446512e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 282119 members 
Entering Unmasked Estep 
Score: -34465148.000000 Penalty: 6226.081543
	Iteration 26Q: 3 clusters Score -3.446515e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 282130 members 
Entering Unmasked Estep 
Score: -34465132.000000 Penalty: 6226.081543
	Iteration 27Q: 3 clusters Score -3.446513e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 282134 members 
Entering Unmasked Estep 
Score: -34465152.000000 Penalty: 6226.081543
	Iteration 28Q: 3 clusters Score -3.446515e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 282142 members 
Entering Unmasked Estep 
Score: -34465140.000000 Penalty: 6226.081543
	Iteration 29Q: 3 clusters Score -3.446514e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 282149 members 
Entering Unmasked Estep 
Score: -34465152.000000 Penalty: 6226.081543
	Iteration 30Q: 3 clusters Score -3.446515e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 282154 members 
Entering Unmasked Estep 
Score: -34465168.000000 Penalty: 6226.081543
	Iteration 31Q: 3 clusters Score -3.446517e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 282158 members 
Entering Unmasked Estep 
Score: -34465160.000000 Penalty: 6226.081543
	Iteration 32Q: 3 clusters Score -3.446516e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 282160 members 
Entering Unmasked Estep 
Score: -34465168.000000 Penalty: 6226.081543
	Iteration 33Q: 3 clusters Score -3.446517e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 282164 members 
Entering Unmasked Estep 
Score: -34465188.000000 Penalty: 6226.081543
	Iteration 34Q: 3 clusters Score -3.446519e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 282168 members 
Entering Unmasked Estep 
Score: -34465172.000000 Penalty: 6226.081543
	Iteration 35Q: 3 clusters Score -3.446517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 282170 members 
Entering Unmasked Estep 
Score: -34465180.000000 Penalty: 6226.081543
	Iteration 36Q: 3 clusters Score -3.446518e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 282170 members 
Entering Unmasked Estep 
Score: -34465180.000000 Penalty: 6226.081543
	Iteration 37F: 3 clusters Score -3.446518e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (16104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Entering Unmasked Estep 
Score: -1934759.250000 Penalty: 2402.332031
	Iteration 0F: 2 clusters Score -1934759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1923188.250000 Penalty: 4804.664062
	Iteration 0F: 3 clusters Score -1923188 nChanged 6934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1926896.125000 Penalty: 4804.664062
	Iteration 1F: 3 clusters Score -1926896 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1927258.000000 Penalty: 4804.664062
	Iteration 2F: 3 clusters Score -1927258 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1927608.875000 Penalty: 4804.664062
	Iteration 3Q: 3 clusters Score -1927609 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1927930.125000 Penalty: 4804.664062
	Iteration 4Q: 3 clusters Score -1927930 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1928325.125000 Penalty: 4804.664062
	Iteration 5Q: 3 clusters Score -1928325 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1928764.625000 Penalty: 4804.664062
	Iteration 6Q: 3 clusters Score -1928765 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1929251.750000 Penalty: 4804.664062
	Iteration 7Q: 3 clusters Score -1929252 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1929723.625000 Penalty: 4804.664062
	Iteration 8Q: 3 clusters Score -1929724 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1930293.000000 Penalty: 4804.664062
	Iteration 9Q: 3 clusters Score -1930293 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1930962.000000 Penalty: 4804.664062
	Iteration 10F: 3 clusters Score -1930962 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1931626.750000 Penalty: 4804.664062
	Iteration 11F: 3 clusters Score -1931627 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1932195.375000 Penalty: 4804.664062
	Iteration 12Q: 3 clusters Score -1932195 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1932656.500000 Penalty: 4804.664062
	Iteration 13Q: 3 clusters Score -1932656 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1932997.125000 Penalty: 4804.664062
	Iteration 14Q: 3 clusters Score -1932997 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1933167.625000 Penalty: 4804.664062
	Iteration 15Q: 3 clusters Score -1933168 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1933264.625000 Penalty: 4804.664062
	Iteration 16Q: 3 clusters Score -1933265 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1933339.000000 Penalty: 4804.664062
	Iteration 17Q: 3 clusters Score -1933339 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1933380.375000 Penalty: 4804.664062
	Iteration 18Q: 3 clusters Score -1933380 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1933421.500000 Penalty: 4804.664062
	Iteration 19Q: 3 clusters Score -1933422 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1933449.750000 Penalty: 4804.664062
	Iteration 20F: 3 clusters Score -1933450 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1933469.000000 Penalty: 4804.664062
	Iteration 21Q: 3 clusters Score -1933469 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1933485.500000 Penalty: 4804.664062
	Iteration 22Q: 3 clusters Score -1933486 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1933498.000000 Penalty: 4804.664062
	Iteration 23Q: 3 clusters Score -1933498 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1933508.875000 Penalty: 4804.664062
	Iteration 24Q: 3 clusters Score -1933509 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1933509.625000 Penalty: 4804.664062
	Iteration 25Q: 3 clusters Score -1933510 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1933509.000000 Penalty: 4804.664062
	Iteration 26Q: 3 clusters Score -1933509 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1933509.625000 Penalty: 4804.664062
	Iteration 27Q: 3 clusters Score -1933510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1933512.000000 Penalty: 4804.664062
	Iteration 28Q: 3 clusters Score -1933512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1933515.500000 Penalty: 4804.664062
	Iteration 29Q: 3 clusters Score -1933516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1933523.750000 Penalty: 4804.664062
	Iteration 30Q: 3 clusters Score -1933524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1933516.500000 Penalty: 4804.664062
	Iteration 31Q: 3 clusters Score -1933516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1933517.625000 Penalty: 4804.664062
	Iteration 32Q: 3 clusters Score -1933518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1933518.375000 Penalty: 4804.664062
	Iteration 33Q: 3 clusters Score -1933518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1933524.125000 Penalty: 4804.664062
	Iteration 34Q: 3 clusters Score -1933524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1933522.750000 Penalty: 4804.664062
	Iteration 35Q: 3 clusters Score -1933523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1933519.375000 Penalty: 4804.664062
	Iteration 36Q: 3 clusters Score -1933519 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1933524.750000 Penalty: 4804.664062
	Iteration 37Q: 3 clusters Score -1933525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1933527.375000 Penalty: 4804.664062
	Iteration 38Q: 3 clusters Score -1933527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1933528.125000 Penalty: 4804.664062
	Iteration 39Q: 3 clusters Score -1933528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1933535.000000 Penalty: 4804.664062
	Iteration 40F: 3 clusters Score -1933535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1933532.250000 Penalty: 4804.664062
	Iteration 41Q: 3 clusters Score -1933532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1933536.250000 Penalty: 4804.664062
	Iteration 42Q: 3 clusters Score -1933536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1933537.750000 Penalty: 4804.664062
	Iteration 43Q: 3 clusters Score -1933538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1933533.625000 Penalty: 4804.664062
	Iteration 44Q: 3 clusters Score -1933534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1933537.000000 Penalty: 4804.664062
	Iteration 45Q: 3 clusters Score -1933537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1933536.500000 Penalty: 4804.664062
	Iteration 46Q: 3 clusters Score -1933536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1933535.375000 Penalty: 4804.664062
	Iteration 47Q: 3 clusters Score -1933535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1933539.375000 Penalty: 4804.664062
	Iteration 48Q: 3 clusters Score -1933539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1933541.375000 Penalty: 4804.664062
	Iteration 49Q: 3 clusters Score -1933541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1933536.500000 Penalty: 4804.664062
	Iteration 50Q: 3 clusters Score -1933536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1933538.000000 Penalty: 4804.664062
	Iteration 51Q: 3 clusters Score -1933538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1933538.000000 Penalty: 4804.664062
	Iteration 52F: 3 clusters Score -1933538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (21593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Entering Unmasked Estep 
Score: -2538270.500000 Penalty: 2475.070801
	Iteration 0F: 2 clusters Score -2538270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -2523172.500000 Penalty: 4950.141602
	Iteration 0F: 3 clusters Score -2523172 nChanged 9546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -2528304.750000 Penalty: 4950.141602
	Iteration 1F: 3 clusters Score -2528305 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -2528782.250000 Penalty: 4950.141602
	Iteration 2F: 3 clusters Score -2528782 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -2529166.000000 Penalty: 4950.141602
	Iteration 3Q: 3 clusters Score -2529166 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -2529521.000000 Penalty: 4950.141602
	Iteration 4Q: 3 clusters Score -2529521 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -2529894.500000 Penalty: 4950.141602
	Iteration 5Q: 3 clusters Score -2529894 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -2530315.000000 Penalty: 4950.141602
	Iteration 6Q: 3 clusters Score -2530315 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -2530846.750000 Penalty: 4950.141602
	Iteration 7Q: 3 clusters Score -2530847 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -2531491.000000 Penalty: 4950.141602
	Iteration 8F: 3 clusters Score -2531491 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -2532221.750000 Penalty: 4950.141602
	Iteration 9F: 3 clusters Score -2532222 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -2532863.250000 Penalty: 4950.141602
	Iteration 10Q: 3 clusters Score -2532863 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -2533435.000000 Penalty: 4950.141602
	Iteration 11Q: 3 clusters Score -2533435 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -2533958.250000 Penalty: 4950.141602
	Iteration 12Q: 3 clusters Score -2533958 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -2534407.250000 Penalty: 4950.141602
	Iteration 13Q: 3 clusters Score -2534407 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -2534787.000000 Penalty: 4950.141602
	Iteration 14Q: 3 clusters Score -2534787 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -2535128.750000 Penalty: 4950.141602
	Iteration 15Q: 3 clusters Score -2535129 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -2535376.000000 Penalty: 4950.141602
	Iteration 16Q: 3 clusters Score -2535376 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -2535598.750000 Penalty: 4950.141602
	Iteration 17Q: 3 clusters Score -2535599 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -2535836.500000 Penalty: 4950.141602
	Iteration 18Q: 3 clusters Score -2535836 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -2536014.500000 Penalty: 4950.141602
	Iteration 19Q: 3 clusters Score -2536014 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -2536164.000000 Penalty: 4950.141602
	Iteration 20F: 3 clusters Score -2536164 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -2536258.500000 Penalty: 4950.141602
	Iteration 21Q: 3 clusters Score -2536258 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -2536325.500000 Penalty: 4950.141602
	Iteration 22Q: 3 clusters Score -2536326 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -2536375.750000 Penalty: 4950.141602
	Iteration 23Q: 3 clusters Score -2536376 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -2536411.000000 Penalty: 4950.141602
	Iteration 24Q: 3 clusters Score -2536411 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -2536426.750000 Penalty: 4950.141602
	Iteration 25Q: 3 clusters Score -2536427 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -2536428.250000 Penalty: 4950.141602
	Iteration 26Q: 3 clusters Score -2536428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -2536429.500000 Penalty: 4950.141602
	Iteration 27Q: 3 clusters Score -2536430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -2536428.250000 Penalty: 4950.141602
	Iteration 28Q: 3 clusters Score -2536428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -2536430.250000 Penalty: 4950.141602
	Iteration 29Q: 3 clusters Score -2536430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -2536434.750000 Penalty: 4950.141602
	Iteration 30Q: 3 clusters Score -2536435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -2536438.000000 Penalty: 4950.141602
	Iteration 31Q: 3 clusters Score -2536438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -2536437.250000 Penalty: 4950.141602
	Iteration 32Q: 3 clusters Score -2536437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -2536439.500000 Penalty: 4950.141602
	Iteration 33Q: 3 clusters Score -2536440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -2536438.250000 Penalty: 4950.141602
	Iteration 34Q: 3 clusters Score -2536438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -2536438.250000 Penalty: 4950.141602
	Iteration 35F: 3 clusters Score -2536438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Entering Unmasked Estep 
Score: -1953989.000000 Penalty: 2409.107178
	Iteration 0F: 2 clusters Score -1953989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1942205.000000 Penalty: 4818.214355
	Iteration 0F: 3 clusters Score -1942205 nChanged 7160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1945994.000000 Penalty: 4818.214355
	Iteration 1F: 3 clusters Score -1945994 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1946443.750000 Penalty: 4818.214355
	Iteration 2F: 3 clusters Score -1946444 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1946917.875000 Penalty: 4818.214355
	Iteration 3F: 3 clusters Score -1946918 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1947451.500000 Penalty: 4818.214355
	Iteration 4F: 3 clusters Score -1947452 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1948059.375000 Penalty: 4818.214355
	Iteration 5F: 3 clusters Score -1948059 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1948722.250000 Penalty: 4818.214355
	Iteration 6F: 3 clusters Score -1948722 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1949475.625000 Penalty: 4818.214355
	Iteration 7F: 3 clusters Score -1949476 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1950205.500000 Penalty: 4818.214355
	Iteration 8F: 3 clusters Score -1950206 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1950719.375000 Penalty: 4818.214355
	Iteration 9F: 3 clusters Score -1950719 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1951042.875000 Penalty: 4818.214355
	Iteration 10Q: 3 clusters Score -1951043 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1951240.125000 Penalty: 4818.214355
	Iteration 11Q: 3 clusters Score -1951240 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1951369.375000 Penalty: 4818.214355
	Iteration 12Q: 3 clusters Score -1951369 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1951473.375000 Penalty: 4818.214355
	Iteration 13Q: 3 clusters Score -1951473 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1951553.750000 Penalty: 4818.214355
	Iteration 14Q: 3 clusters Score -1951554 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1951620.750000 Penalty: 4818.214355
	Iteration 15Q: 3 clusters Score -1951621 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1951674.375000 Penalty: 4818.214355
	Iteration 16Q: 3 clusters Score -1951674 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1951732.375000 Penalty: 4818.214355
	Iteration 17Q: 3 clusters Score -1951732 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1951793.250000 Penalty: 4818.214355
	Iteration 18Q: 3 clusters Score -1951793 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1951851.000000 Penalty: 4818.214355
	Iteration 19Q: 3 clusters Score -1951851 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1951916.500000 Penalty: 4818.214355
	Iteration 20F: 3 clusters Score -1951916 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1951991.750000 Penalty: 4818.214355
	Iteration 21Q: 3 clusters Score -1951992 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1952075.250000 Penalty: 4818.214355
	Iteration 22Q: 3 clusters Score -1952075 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1952172.625000 Penalty: 4818.214355
	Iteration 23Q: 3 clusters Score -1952173 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1952249.125000 Penalty: 4818.214355
	Iteration 24Q: 3 clusters Score -1952249 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1952316.000000 Penalty: 4818.214355
	Iteration 25Q: 3 clusters Score -1952316 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1952366.875000 Penalty: 4818.214355
	Iteration 26Q: 3 clusters Score -1952367 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1952391.000000 Penalty: 4818.214355
	Iteration 27Q: 3 clusters Score -1952391 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1952421.750000 Penalty: 4818.214355
	Iteration 28Q: 3 clusters Score -1952422 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1952443.500000 Penalty: 4818.214355
	Iteration 29Q: 3 clusters Score -1952444 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1952458.750000 Penalty: 4818.214355
	Iteration 30Q: 3 clusters Score -1952459 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1952470.625000 Penalty: 4818.214355
	Iteration 31Q: 3 clusters Score -1952471 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1952483.250000 Penalty: 4818.214355
	Iteration 32Q: 3 clusters Score -1952483 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1952496.875000 Penalty: 4818.214355
	Iteration 33Q: 3 clusters Score -1952497 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1952506.625000 Penalty: 4818.214355
	Iteration 34Q: 3 clusters Score -1952507 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1952515.750000 Penalty: 4818.214355
	Iteration 35Q: 3 clusters Score -1952516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1952519.000000 Penalty: 4818.214355
	Iteration 36Q: 3 clusters Score -1952519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1952520.500000 Penalty: 4818.214355
	Iteration 37Q: 3 clusters Score -1952520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1952519.375000 Penalty: 4818.214355
	Iteration 38Q: 3 clusters Score -1952519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1952521.500000 Penalty: 4818.214355
	Iteration 39Q: 3 clusters Score -1952522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1952524.000000 Penalty: 4818.214355
	Iteration 40F: 3 clusters Score -1952524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1952523.250000 Penalty: 4818.214355
	Iteration 41Q: 3 clusters Score -1952523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1952524.750000 Penalty: 4818.214355
	Iteration 42Q: 3 clusters Score -1952525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1952529.000000 Penalty: 4818.214355
	Iteration 43Q: 3 clusters Score -1952529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1952530.000000 Penalty: 4818.214355
	Iteration 44Q: 3 clusters Score -1952530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1952534.250000 Penalty: 4818.214355
	Iteration 45Q: 3 clusters Score -1952534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1952531.875000 Penalty: 4818.214355
	Iteration 46Q: 3 clusters Score -1952532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1952532.000000 Penalty: 4818.214355
	Iteration 47Q: 3 clusters Score -1952532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1952532.750000 Penalty: 4818.214355
	Iteration 48Q: 3 clusters Score -1952533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1952535.125000 Penalty: 4818.214355
	Iteration 49Q: 3 clusters Score -1952535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1952537.625000 Penalty: 4818.214355
	Iteration 50Q: 3 clusters Score -1952538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1952538.875000 Penalty: 4818.214355
	Iteration 51Q: 3 clusters Score -1952539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1952541.875000 Penalty: 4818.214355
	Iteration 52Q: 3 clusters Score -1952542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1952542.625000 Penalty: 4818.214355
	Iteration 53Q: 3 clusters Score -1952543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1952546.875000 Penalty: 4818.214355
	Iteration 54Q: 3 clusters Score -1952547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1952551.750000 Penalty: 4818.214355
	Iteration 55Q: 3 clusters Score -1952552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1952551.000000 Penalty: 4818.214355
	Iteration 56Q: 3 clusters Score -1952551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1952549.500000 Penalty: 4818.214355
	Iteration 57Q: 3 clusters Score -1952550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1952550.250000 Penalty: 4818.214355
	Iteration 58Q: 3 clusters Score -1952550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1952550.250000 Penalty: 4818.214355
	Iteration 59F: 3 clusters Score -1952550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Entering Unmasked Estep 
Score: -1319806.500000 Penalty: 2316.376465
	Iteration 0F: 2 clusters Score -1319806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1311383.250000 Penalty: 4632.752930
	Iteration 0F: 3 clusters Score -1311383 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1314191.250000 Penalty: 4632.752930
	Iteration 1F: 3 clusters Score -1314191 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1314630.625000 Penalty: 4632.752930
	Iteration 2F: 3 clusters Score -1314631 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1314995.625000 Penalty: 4632.752930
	Iteration 3F: 3 clusters Score -1314996 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1315308.625000 Penalty: 4632.752930
	Iteration 4F: 3 clusters Score -1315309 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1315660.875000 Penalty: 4632.752930
	Iteration 5F: 3 clusters Score -1315661 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1315974.625000 Penalty: 4632.752930
	Iteration 6F: 3 clusters Score -1315975 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1316286.875000 Penalty: 4632.752930
	Iteration 7Q: 3 clusters Score -1316287 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1316591.500000 Penalty: 4632.752930
	Iteration 8Q: 3 clusters Score -1316592 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1316910.750000 Penalty: 4632.752930
	Iteration 9Q: 3 clusters Score -1316911 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1317221.625000 Penalty: 4632.752930
	Iteration 10Q: 3 clusters Score -1317222 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1317464.750000 Penalty: 4632.752930
	Iteration 11Q: 3 clusters Score -1317465 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1317645.125000 Penalty: 4632.752930
	Iteration 12Q: 3 clusters Score -1317645 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1317790.250000 Penalty: 4632.752930
	Iteration 13Q: 3 clusters Score -1317790 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1317887.375000 Penalty: 4632.752930
	Iteration 14Q: 3 clusters Score -1317887 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1317961.000000 Penalty: 4632.752930
	Iteration 15Q: 3 clusters Score -1317961 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1318005.125000 Penalty: 4632.752930
	Iteration 16Q: 3 clusters Score -1318005 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1318040.750000 Penalty: 4632.752930
	Iteration 17Q: 3 clusters Score -1318041 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1318060.250000 Penalty: 4632.752930
	Iteration 18Q: 3 clusters Score -1318060 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1318076.750000 Penalty: 4632.752930
	Iteration 19Q: 3 clusters Score -1318077 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1318087.125000 Penalty: 4632.752930
	Iteration 20F: 3 clusters Score -1318087 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1318093.125000 Penalty: 4632.752930
	Iteration 21Q: 3 clusters Score -1318093 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1318103.750000 Penalty: 4632.752930
	Iteration 22Q: 3 clusters Score -1318104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1318109.125000 Penalty: 4632.752930
	Iteration 23Q: 3 clusters Score -1318109 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1318118.875000 Penalty: 4632.752930
	Iteration 24Q: 3 clusters Score -1318119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1318125.500000 Penalty: 4632.752930
	Iteration 25Q: 3 clusters Score -1318126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1318127.875000 Penalty: 4632.752930
	Iteration 26Q: 3 clusters Score -1318128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1318129.500000 Penalty: 4632.752930
	Iteration 27Q: 3 clusters Score -1318130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1318132.375000 Penalty: 4632.752930
	Iteration 28Q: 3 clusters Score -1318132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1318135.125000 Penalty: 4632.752930
	Iteration 29Q: 3 clusters Score -1318135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1318134.875000 Penalty: 4632.752930
	Iteration 30Q: 3 clusters Score -1318135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1318136.625000 Penalty: 4632.752930
	Iteration 31Q: 3 clusters Score -1318137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1318136.625000 Penalty: 4632.752930
	Iteration 32F: 3 clusters Score -1318137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Entering Unmasked Estep 
Score: -686174.812500 Penalty: 2163.401855
	Iteration 0F: 2 clusters Score -686174.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -680884.625000 Penalty: 4326.803711
	Iteration 0F: 3 clusters Score -680884.6 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -682343.812500 Penalty: 4326.803711
	Iteration 1F: 3 clusters Score -682343.8 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -682768.500000 Penalty: 4326.803711
	Iteration 2F: 3 clusters Score -682768.5 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -683133.125000 Penalty: 4326.803711
	Iteration 3F: 3 clusters Score -683133.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -683496.500000 Penalty: 4326.803711
	Iteration 4F: 3 clusters Score -683496.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -683845.062500 Penalty: 4326.803711
	Iteration 5F: 3 clusters Score -683845.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -684179.437500 Penalty: 4326.803711
	Iteration 6F: 3 clusters Score -684179.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -684410.625000 Penalty: 4326.803711
	Iteration 7Q: 3 clusters Score -684410.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -684581.250000 Penalty: 4326.803711
	Iteration 8Q: 3 clusters Score -684581.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -684712.250000 Penalty: 4326.803711
	Iteration 9Q: 3 clusters Score -684712.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -684810.187500 Penalty: 4326.803711
	Iteration 10Q: 3 clusters Score -684810.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -684877.750000 Penalty: 4326.803711
	Iteration 11Q: 3 clusters Score -684877.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -684921.312500 Penalty: 4326.803711
	Iteration 12Q: 3 clusters Score -684921.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -684950.937500 Penalty: 4326.803711
	Iteration 13Q: 3 clusters Score -684950.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -684971.812500 Penalty: 4326.803711
	Iteration 14Q: 3 clusters Score -684971.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -684993.562500 Penalty: 4326.803711
	Iteration 15Q: 3 clusters Score -684993.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -685016.250000 Penalty: 4326.803711
	Iteration 16Q: 3 clusters Score -685016.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -685036.750000 Penalty: 4326.803711
	Iteration 17Q: 3 clusters Score -685036.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -685053.125000 Penalty: 4326.803711
	Iteration 18Q: 3 clusters Score -685053.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -685070.625000 Penalty: 4326.803711
	Iteration 19Q: 3 clusters Score -685070.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -685083.437500 Penalty: 4326.803711
	Iteration 20F: 3 clusters Score -685083.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -685092.937500 Penalty: 4326.803711
	Iteration 21Q: 3 clusters Score -685092.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -685109.812500 Penalty: 4326.803711
	Iteration 22Q: 3 clusters Score -685109.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -685120.937500 Penalty: 4326.803711
	Iteration 23Q: 3 clusters Score -685120.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -685133.312500 Penalty: 4326.803711
	Iteration 24Q: 3 clusters Score -685133.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -685140.062500 Penalty: 4326.803711
	Iteration 25Q: 3 clusters Score -685140.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -685146.312500 Penalty: 4326.803711
	Iteration 26Q: 3 clusters Score -685146.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -685149.250000 Penalty: 4326.803711
	Iteration 27Q: 3 clusters Score -685149.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -685150.000000 Penalty: 4326.803711
	Iteration 28Q: 3 clusters Score -685150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -685151.625000 Penalty: 4326.803711
	Iteration 29Q: 3 clusters Score -685151.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -685154.937500 Penalty: 4326.803711
	Iteration 30Q: 3 clusters Score -685154.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -685154.625000 Penalty: 4326.803711
	Iteration 31Q: 3 clusters Score -685154.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -685154.125000 Penalty: 4326.803711
	Iteration 32Q: 3 clusters Score -685154.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -685156.437500 Penalty: 4326.803711
	Iteration 33Q: 3 clusters Score -685156.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -685156.812500 Penalty: 4326.803711
	Iteration 34Q: 3 clusters Score -685156.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -685158.625000 Penalty: 4326.803711
	Iteration 35Q: 3 clusters Score -685158.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -685160.000000 Penalty: 4326.803711
	Iteration 36Q: 3 clusters Score -685160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -685159.875000 Penalty: 4326.803711
	Iteration 37Q: 3 clusters Score -685159.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -685160.062500 Penalty: 4326.803711
	Iteration 38Q: 3 clusters Score -685160.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -685160.750000 Penalty: 4326.803711
	Iteration 39Q: 3 clusters Score -685160.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -685160.750000 Penalty: 4326.803711
	Iteration 40F: 3 clusters Score -685160.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (39080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39080 members 
Entering Unmasked Estep 
Score: -4383973.500000 Penalty: 2622.194824
	Iteration 0F: 2 clusters Score -4383974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -4357380.500000 Penalty: 5244.389648
	Iteration 0F: 3 clusters Score -4357380 nChanged 17819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -4367715.000000 Penalty: 5244.389648
	Iteration 1F: 3 clusters Score -4367715 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -4368518.500000 Penalty: 5244.389648
	Iteration 2F: 3 clusters Score -4368518 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -4369463.500000 Penalty: 5244.389648
	Iteration 3F: 3 clusters Score -4369464 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -4370445.000000 Penalty: 5244.389648
	Iteration 4F: 3 clusters Score -4370445 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -4371438.000000 Penalty: 5244.389648
	Iteration 5F: 3 clusters Score -4371438 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -4372405.500000 Penalty: 5244.389648
	Iteration 6F: 3 clusters Score -4372406 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -4373287.000000 Penalty: 5244.389648
	Iteration 7Q: 3 clusters Score -4373287 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -4374158.500000 Penalty: 5244.389648
	Iteration 8Q: 3 clusters Score -4374158 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -4374993.000000 Penalty: 5244.389648
	Iteration 9Q: 3 clusters Score -4374993 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -4375923.000000 Penalty: 5244.389648
	Iteration 10Q: 3 clusters Score -4375923 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -4376853.000000 Penalty: 5244.389648
	Iteration 11Q: 3 clusters Score -4376853 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 29031 members 
Entering Unmasked Estep 
Score: -4377842.500000 Penalty: 5244.389648
	Iteration 12Q: 3 clusters Score -4377842 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -4378764.000000 Penalty: 5244.389648
	Iteration 13Q: 3 clusters Score -4378764 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 31732 members 
Entering Unmasked Estep 
Score: -4379576.000000 Penalty: 5244.389648
	Iteration 14Q: 3 clusters Score -4379576 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 32922 members 
Entering Unmasked Estep 
Score: -4380321.500000 Penalty: 5244.389648
	Iteration 15Q: 3 clusters Score -4380322 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 33920 members 
Entering Unmasked Estep 
Score: -4380940.000000 Penalty: 5244.389648
	Iteration 16Q: 3 clusters Score -4380940 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 34813 members 
Entering Unmasked Estep 
Score: -4381444.500000 Penalty: 5244.389648
	Iteration 17Q: 3 clusters Score -4381444 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 35546 members 
Entering Unmasked Estep 
Score: -4381880.500000 Penalty: 5244.389648
	Iteration 18Q: 3 clusters Score -4381880 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
Score: -4382197.000000 Penalty: 5244.389648
	Iteration 19Q: 3 clusters Score -4382197 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 36561 members 
Entering Unmasked Estep 
Score: -4382430.000000 Penalty: 5244.389648
	Iteration 20F: 3 clusters Score -4382430 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 36878 members 
Entering Unmasked Estep 
Score: -4382608.500000 Penalty: 5244.389648
	Iteration 21Q: 3 clusters Score -4382608 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 37124 members 
Entering Unmasked Estep 
Score: -4382756.500000 Penalty: 5244.389648
	Iteration 22Q: 3 clusters Score -4382756 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 37305 members 
Entering Unmasked Estep 
Score: -4382884.000000 Penalty: 5244.389648
	Iteration 23Q: 3 clusters Score -4382884 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
Score: -4382987.000000 Penalty: 5244.389648
	Iteration 24Q: 3 clusters Score -4382987 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 37540 members 
Entering Unmasked Estep 
Score: -4383057.500000 Penalty: 5244.389648
	Iteration 25Q: 3 clusters Score -4383058 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 37599 members 
Entering Unmasked Estep 
Score: -4383085.500000 Penalty: 5244.389648
	Iteration 26Q: 3 clusters Score -4383086 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 37638 members 
Entering Unmasked Estep 
Score: -4383103.500000 Penalty: 5244.389648
	Iteration 27Q: 3 clusters Score -4383104 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 37662 members 
Entering Unmasked Estep 
Score: -4383112.000000 Penalty: 5244.389648
	Iteration 28Q: 3 clusters Score -4383112 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 37678 members 
Entering Unmasked Estep 
Score: -4383125.500000 Penalty: 5244.389648
	Iteration 29Q: 3 clusters Score -4383126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 37694 members 
Entering Unmasked Estep 
Score: -4383135.000000 Penalty: 5244.389648
	Iteration 30Q: 3 clusters Score -4383135 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 37705 members 
Entering Unmasked Estep 
Score: -4383145.500000 Penalty: 5244.389648
	Iteration 31Q: 3 clusters Score -4383146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 37717 members 
Entering Unmasked Estep 
Score: -4383142.500000 Penalty: 5244.389648
	Iteration 32Q: 3 clusters Score -4383142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -4383150.500000 Penalty: 5244.389648
	Iteration 33Q: 3 clusters Score -4383150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 37735 members 
Entering Unmasked Estep 
Score: -4383156.500000 Penalty: 5244.389648
	Iteration 34Q: 3 clusters Score -4383156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 37748 members 
Entering Unmasked Estep 
Score: -4383160.000000 Penalty: 5244.389648
	Iteration 35Q: 3 clusters Score -4383160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 37760 members 
Entering Unmasked Estep 
Score: -4383162.000000 Penalty: 5244.389648
	Iteration 36Q: 3 clusters Score -4383162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 37767 members 
Entering Unmasked Estep 
Score: -4383163.500000 Penalty: 5244.389648
	Iteration 37Q: 3 clusters Score -4383164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 37770 members 
Entering Unmasked Estep 
Score: -4383165.000000 Penalty: 5244.389648
	Iteration 38Q: 3 clusters Score -4383165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 37776 members 
Entering Unmasked Estep 
Score: -4383160.500000 Penalty: 5244.389648
	Iteration 39Q: 3 clusters Score -4383160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 37781 members 
Entering Unmasked Estep 
Score: -4383165.500000 Penalty: 5244.389648
	Iteration 40F: 3 clusters Score -4383166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 37786 members 
Entering Unmasked Estep 
Score: -4383164.500000 Penalty: 5244.389648
	Iteration 41Q: 3 clusters Score -4383164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -4383163.500000 Penalty: 5244.389648
	Iteration 42Q: 3 clusters Score -4383164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 37789 members 
Entering Unmasked Estep 
Score: -4383167.500000 Penalty: 5244.389648
	Iteration 43Q: 3 clusters Score -4383168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 37790 members 
Entering Unmasked Estep 
Score: -4383168.500000 Penalty: 5244.389648
	Iteration 44Q: 3 clusters Score -4383168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 37794 members 
Entering Unmasked Estep 
Score: -4383165.000000 Penalty: 5244.389648
	Iteration 45Q: 3 clusters Score -4383165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 37795 members 
Entering Unmasked Estep 
Score: -4383167.000000 Penalty: 5244.389648
	Iteration 46Q: 3 clusters Score -4383167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 37795 members 
Entering Unmasked Estep 
Score: -4383167.000000 Penalty: 5244.389648
	Iteration 47F: 3 clusters Score -4383167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Entering Unmasked Estep 
Score: -267177.093750 Penalty: 1921.189697
	Iteration 0F: 2 clusters Score -267177.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -264349.843750 Penalty: 3842.379395
	Iteration 0F: 3 clusters Score -264349.8 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -264859.187500 Penalty: 3842.379395
	Iteration 1F: 3 clusters Score -264859.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -264990.156250 Penalty: 3842.379395
	Iteration 2F: 3 clusters Score -264990.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -265053.156250 Penalty: 3842.379395
	Iteration 3Q: 3 clusters Score -265053.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -265091.375000 Penalty: 3842.379395
	Iteration 4Q: 3 clusters Score -265091.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -265115.375000 Penalty: 3842.379395
	Iteration 5Q: 3 clusters Score -265115.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -265136.875000 Penalty: 3842.379395
	Iteration 6Q: 3 clusters Score -265136.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -265148.531250 Penalty: 3842.379395
	Iteration 7Q: 3 clusters Score -265148.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -265159.281250 Penalty: 3842.379395
	Iteration 8Q: 3 clusters Score -265159.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -265168.593750 Penalty: 3842.379395
	Iteration 9Q: 3 clusters Score -265168.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -265180.531250 Penalty: 3842.379395
	Iteration 10Q: 3 clusters Score -265180.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -265188.531250 Penalty: 3842.379395
	Iteration 11Q: 3 clusters Score -265188.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -265196.437500 Penalty: 3842.379395
	Iteration 12Q: 3 clusters Score -265196.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -265203.843750 Penalty: 3842.379395
	Iteration 13Q: 3 clusters Score -265203.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -265214.718750 Penalty: 3842.379395
	Iteration 14Q: 3 clusters Score -265214.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -265220.062500 Penalty: 3842.379395
	Iteration 15Q: 3 clusters Score -265220.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -265222.343750 Penalty: 3842.379395
	Iteration 16Q: 3 clusters Score -265222.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -265222.625000 Penalty: 3842.379395
	Iteration 17Q: 3 clusters Score -265222.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -265222.625000 Penalty: 3842.379395
	Iteration 18F: 3 clusters Score -265222.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Entering Unmasked Estep 
Score: -1226905.000000 Penalty: 2297.254395
	Iteration 0F: 2 clusters Score -1226905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1218908.375000 Penalty: 4594.508789
	Iteration 0F: 3 clusters Score -1218908 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1221365.250000 Penalty: 4594.508789
	Iteration 1F: 3 clusters Score -1221365 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1221797.500000 Penalty: 4594.508789
	Iteration 2F: 3 clusters Score -1221798 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1222152.000000 Penalty: 4594.508789
	Iteration 3F: 3 clusters Score -1222152 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1222440.625000 Penalty: 4594.508789
	Iteration 4F: 3 clusters Score -1222441 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1222684.375000 Penalty: 4594.508789
	Iteration 5Q: 3 clusters Score -1222684 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1222895.000000 Penalty: 4594.508789
	Iteration 6Q: 3 clusters Score -1222895 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1223076.625000 Penalty: 4594.508789
	Iteration 7Q: 3 clusters Score -1223077 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1223251.250000 Penalty: 4594.508789
	Iteration 8Q: 3 clusters Score -1223251 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1223437.875000 Penalty: 4594.508789
	Iteration 9Q: 3 clusters Score -1223438 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1223665.750000 Penalty: 4594.508789
	Iteration 10Q: 3 clusters Score -1223666 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1223924.125000 Penalty: 4594.508789
	Iteration 11Q: 3 clusters Score -1223924 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1224202.625000 Penalty: 4594.508789
	Iteration 12Q: 3 clusters Score -1224203 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1224468.625000 Penalty: 4594.508789
	Iteration 13Q: 3 clusters Score -1224469 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1224695.000000 Penalty: 4594.508789
	Iteration 14Q: 3 clusters Score -1224695 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1224930.875000 Penalty: 4594.508789
	Iteration 15Q: 3 clusters Score -1224931 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1225114.875000 Penalty: 4594.508789
	Iteration 16Q: 3 clusters Score -1225115 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1225254.000000 Penalty: 4594.508789
	Iteration 17Q: 3 clusters Score -1225254 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1225334.000000 Penalty: 4594.508789
	Iteration 18Q: 3 clusters Score -1225334 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1225387.250000 Penalty: 4594.508789
	Iteration 19Q: 3 clusters Score -1225387 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1225430.250000 Penalty: 4594.508789
	Iteration 20F: 3 clusters Score -1225430 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1225460.125000 Penalty: 4594.508789
	Iteration 21Q: 3 clusters Score -1225460 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1225489.250000 Penalty: 4594.508789
	Iteration 22Q: 3 clusters Score -1225489 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1225513.500000 Penalty: 4594.508789
	Iteration 23Q: 3 clusters Score -1225514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1225532.125000 Penalty: 4594.508789
	Iteration 24Q: 3 clusters Score -1225532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1225553.750000 Penalty: 4594.508789
	Iteration 25Q: 3 clusters Score -1225554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1225575.625000 Penalty: 4594.508789
	Iteration 26Q: 3 clusters Score -1225576 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1225590.250000 Penalty: 4594.508789
	Iteration 27Q: 3 clusters Score -1225590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1225598.625000 Penalty: 4594.508789
	Iteration 28Q: 3 clusters Score -1225599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1225603.375000 Penalty: 4594.508789
	Iteration 29Q: 3 clusters Score -1225603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1225609.625000 Penalty: 4594.508789
	Iteration 30Q: 3 clusters Score -1225610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1225614.125000 Penalty: 4594.508789
	Iteration 31Q: 3 clusters Score -1225614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1225615.625000 Penalty: 4594.508789
	Iteration 32Q: 3 clusters Score -1225616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1225615.125000 Penalty: 4594.508789
	Iteration 33Q: 3 clusters Score -1225615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1225616.875000 Penalty: 4594.508789
	Iteration 34F: 3 clusters Score -1225617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1225621.625000 Penalty: 4594.508789
	Iteration 35Q: 3 clusters Score -1225622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1225626.500000 Penalty: 4594.508789
	Iteration 36Q: 3 clusters Score -1225626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1225627.500000 Penalty: 4594.508789
	Iteration 37Q: 3 clusters Score -1225628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1225634.375000 Penalty: 4594.508789
	Iteration 38Q: 3 clusters Score -1225634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1225636.250000 Penalty: 4594.508789
	Iteration 39Q: 3 clusters Score -1225636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1225638.125000 Penalty: 4594.508789
	Iteration 40F: 3 clusters Score -1225638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Entering Unmasked Estep 
Score: -987841.812500 Penalty: 2231.997314
	Iteration 0F: 2 clusters Score -987841.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -981341.187500 Penalty: 4463.994629
	Iteration 0F: 3 clusters Score -981341.2 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -983164.500000 Penalty: 4463.994629
	Iteration 1F: 3 clusters Score -983164.5 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -983483.187500 Penalty: 4463.994629
	Iteration 2F: 3 clusters Score -983483.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -983724.500000 Penalty: 4463.994629
	Iteration 3F: 3 clusters Score -983724.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -983907.000000 Penalty: 4463.994629
	Iteration 4Q: 3 clusters Score -983907 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -984098.375000 Penalty: 4463.994629
	Iteration 5Q: 3 clusters Score -984098.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -984299.812500 Penalty: 4463.994629
	Iteration 6Q: 3 clusters Score -984299.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -984482.937500 Penalty: 4463.994629
	Iteration 7Q: 3 clusters Score -984482.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -984651.125000 Penalty: 4463.994629
	Iteration 8Q: 3 clusters Score -984651.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -984801.750000 Penalty: 4463.994629
	Iteration 9Q: 3 clusters Score -984801.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -984930.812500 Penalty: 4463.994629
	Iteration 10Q: 3 clusters Score -984930.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -985080.375000 Penalty: 4463.994629
	Iteration 11Q: 3 clusters Score -985080.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -985219.625000 Penalty: 4463.994629
	Iteration 12Q: 3 clusters Score -985219.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -985364.312500 Penalty: 4463.994629
	Iteration 13Q: 3 clusters Score -985364.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -985457.250000 Penalty: 4463.994629
	Iteration 14Q: 3 clusters Score -985457.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -985537.500000 Penalty: 4463.994629
	Iteration 15Q: 3 clusters Score -985537.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -985592.687500 Penalty: 4463.994629
	Iteration 16Q: 3 clusters Score -985592.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -985644.187500 Penalty: 4463.994629
	Iteration 17Q: 3 clusters Score -985644.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -985690.812500 Penalty: 4463.994629
	Iteration 18Q: 3 clusters Score -985690.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -985729.250000 Penalty: 4463.994629
	Iteration 19Q: 3 clusters Score -985729.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -985761.562500 Penalty: 4463.994629
	Iteration 20F: 3 clusters Score -985761.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -985785.562500 Penalty: 4463.994629
	Iteration 21Q: 3 clusters Score -985785.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -985821.250000 Penalty: 4463.994629
	Iteration 22Q: 3 clusters Score -985821.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -985849.312500 Penalty: 4463.994629
	Iteration 23Q: 3 clusters Score -985849.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -985869.562500 Penalty: 4463.994629
	Iteration 24Q: 3 clusters Score -985869.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -985880.625000 Penalty: 4463.994629
	Iteration 25Q: 3 clusters Score -985880.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -985887.562500 Penalty: 4463.994629
	Iteration 26Q: 3 clusters Score -985887.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -985892.000000 Penalty: 4463.994629
	Iteration 27Q: 3 clusters Score -985892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -985895.687500 Penalty: 4463.994629
	Iteration 28Q: 3 clusters Score -985895.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -985901.000000 Penalty: 4463.994629
	Iteration 29Q: 3 clusters Score -985901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -985904.562500 Penalty: 4463.994629
	Iteration 30Q: 3 clusters Score -985904.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -985911.625000 Penalty: 4463.994629
	Iteration 31Q: 3 clusters Score -985911.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -985918.937500 Penalty: 4463.994629
	Iteration 32Q: 3 clusters Score -985918.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -985926.437500 Penalty: 4463.994629
	Iteration 33Q: 3 clusters Score -985926.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -985931.437500 Penalty: 4463.994629
	Iteration 34Q: 3 clusters Score -985931.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -985937.875000 Penalty: 4463.994629
	Iteration 35Q: 3 clusters Score -985937.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -985942.062500 Penalty: 4463.994629
	Iteration 36Q: 3 clusters Score -985942.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -985945.937500 Penalty: 4463.994629
	Iteration 37Q: 3 clusters Score -985945.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -985947.750000 Penalty: 4463.994629
	Iteration 38Q: 3 clusters Score -985947.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -985948.125000 Penalty: 4463.994629
	Iteration 39Q: 3 clusters Score -985948.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -985948.312500 Penalty: 4463.994629
	Iteration 40F: 3 clusters Score -985948.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (217321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217321 members 
Entering Unmasked Estep 
Score: -26655770.000000 Penalty: 3047.704590
	Iteration 0F: 2 clusters Score -2.665577e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108373 members 
Mstep: Class 2 contains 108948 members 
Entering Unmasked Estep 
Score: -26513896.000000 Penalty: 6095.409180
	Iteration 0F: 3 clusters Score -2.65139e+07 nChanged 104938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101647 members 
Mstep: Class 2 contains 115674 members 
Entering Unmasked Estep 
Score: -26576712.000000 Penalty: 6095.409180
	Iteration 1F: 3 clusters Score -2.657671e+07 nChanged 7363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97008 members 
Mstep: Class 2 contains 120313 members 
Entering Unmasked Estep 
Score: -26578698.000000 Penalty: 6095.409180
	Iteration 2Q: 3 clusters Score -2.65787e+07 nChanged 9116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89956 members 
Mstep: Class 2 contains 127365 members 
Entering Unmasked Estep 
Score: -26582092.000000 Penalty: 6095.409180
	Iteration 3Q: 3 clusters Score -2.658209e+07 nChanged 11828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79562 members 
Mstep: Class 2 contains 137759 members 
Entering Unmasked Estep 
Score: -26588154.000000 Penalty: 6095.409180
	Iteration 4F: 3 clusters Score -2.658815e+07 nChanged 15227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65369 members 
Mstep: Class 2 contains 151952 members 
Entering Unmasked Estep 
Score: -26598188.000000 Penalty: 6095.409180
	Iteration 5F: 3 clusters Score -2.659819e+07 nChanged 17944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47963 members 
Mstep: Class 2 contains 169358 members 
Entering Unmasked Estep 
Score: -26612836.000000 Penalty: 6095.409180
	Iteration 6F: 3 clusters Score -2.661284e+07 nChanged 17724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30491 members 
Mstep: Class 2 contains 186830 members 
Entering Unmasked Estep 
Score: -26628306.000000 Penalty: 6095.409180
	Iteration 7F: 3 clusters Score -2.662831e+07 nChanged 14446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 201220 members 
Entering Unmasked Estep 
Score: -26640764.000000 Penalty: 6095.409180
	Iteration 8F: 3 clusters Score -2.664076e+07 nChanged 8881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 210083 members 
Entering Unmasked Estep 
Score: -26647844.000000 Penalty: 6095.409180
	Iteration 9Q: 3 clusters Score -2.664784e+07 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 214297 members 
Entering Unmasked Estep 
Score: -26651062.000000 Penalty: 6095.409180
	Iteration 10Q: 3 clusters Score -2.665106e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 215924 members 
Entering Unmasked Estep 
Score: -26652220.000000 Penalty: 6095.409180
	Iteration 11Q: 3 clusters Score -2.665222e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 216508 members 
Entering Unmasked Estep 
Score: -26652726.000000 Penalty: 6095.409180
	Iteration 12Q: 3 clusters Score -2.665273e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 216728 members 
Entering Unmasked Estep 
Score: -26652896.000000 Penalty: 6095.409180
	Iteration 13Q: 3 clusters Score -2.66529e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 216819 members 
Entering Unmasked Estep 
Score: -26652998.000000 Penalty: 6095.409180
	Iteration 14Q: 3 clusters Score -2.6653e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 216873 members 
Entering Unmasked Estep 
Score: -26653084.000000 Penalty: 6095.409180
	Iteration 15Q: 3 clusters Score -2.665308e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 216906 members 
Entering Unmasked Estep 
Score: -26653160.000000 Penalty: 6095.409180
	Iteration 16Q: 3 clusters Score -2.665316e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 216920 members 
Entering Unmasked Estep 
Score: -26653164.000000 Penalty: 6095.409180
	Iteration 17Q: 3 clusters Score -2.665316e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 216932 members 
Entering Unmasked Estep 
Score: -26653208.000000 Penalty: 6095.409180
	Iteration 18Q: 3 clusters Score -2.665321e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 216940 members 
Entering Unmasked Estep 
Score: -26653182.000000 Penalty: 6095.409180
	Iteration 19Q: 3 clusters Score -2.665318e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 216943 members 
Entering Unmasked Estep 
Score: -26653200.000000 Penalty: 6095.409180
	Iteration 20F: 3 clusters Score -2.66532e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 216946 members 
Entering Unmasked Estep 
Score: -26653192.000000 Penalty: 6095.409180
	Iteration 21Q: 3 clusters Score -2.665319e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 216953 members 
Entering Unmasked Estep 
Score: -26653214.000000 Penalty: 6095.409180
	Iteration 22Q: 3 clusters Score -2.665321e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 216961 members 
Entering Unmasked Estep 
Score: -26653222.000000 Penalty: 6095.409180
	Iteration 23Q: 3 clusters Score -2.665322e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 216969 members 
Entering Unmasked Estep 
Score: -26653222.000000 Penalty: 6095.409180
	Iteration 24Q: 3 clusters Score -2.665322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 216975 members 
Entering Unmasked Estep 
Score: -26653260.000000 Penalty: 6095.409180
	Iteration 25Q: 3 clusters Score -2.665326e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 216976 members 
Entering Unmasked Estep 
Score: -26653274.000000 Penalty: 6095.409180
	Iteration 26Q: 3 clusters Score -2.665327e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 216978 members 
Entering Unmasked Estep 
Score: -26653244.000000 Penalty: 6095.409180
	Iteration 27Q: 3 clusters Score -2.665324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 216980 members 
Entering Unmasked Estep 
Score: -26653258.000000 Penalty: 6095.409180
	Iteration 28Q: 3 clusters Score -2.665326e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 216982 members 
Entering Unmasked Estep 
Score: -26653262.000000 Penalty: 6095.409180
	Iteration 29Q: 3 clusters Score -2.665326e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 216983 members 
Entering Unmasked Estep 
Score: -26653258.000000 Penalty: 6095.409180
	Iteration 30Q: 3 clusters Score -2.665326e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 216984 members 
Entering Unmasked Estep 
Score: -26653254.000000 Penalty: 6095.409180
	Iteration 31Q: 3 clusters Score -2.665325e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 216984 members 
Entering Unmasked Estep 
Score: -26653254.000000 Penalty: 6095.409180
	Iteration 32F: 3 clusters Score -2.665325e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (170864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170864 members 
Entering Unmasked Estep 
Score: -20678360.000000 Penalty: 2988.058594
	Iteration 0F: 2 clusters Score -2.067836e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85427 members 
Mstep: Class 2 contains 85437 members 
Entering Unmasked Estep 
Score: -20563540.000000 Penalty: 5976.117188
	Iteration 0F: 3 clusters Score -2.056354e+07 nChanged 82058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86763 members 
Mstep: Class 2 contains 84101 members 
Entering Unmasked Estep 
Score: -20611470.000000 Penalty: 5976.117188
	Iteration 1F: 3 clusters Score -2.061147e+07 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88081 members 
Mstep: Class 2 contains 82783 members 
Entering Unmasked Estep 
Score: -20612596.000000 Penalty: 5976.117188
	Iteration 2Q: 3 clusters Score -2.06126e+07 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90276 members 
Mstep: Class 2 contains 80588 members 
Entering Unmasked Estep 
Score: -20614076.000000 Penalty: 5976.117188
	Iteration 3Q: 3 clusters Score -2.061408e+07 nChanged 6554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93682 members 
Mstep: Class 2 contains 77182 members 
Entering Unmasked Estep 
Score: -20616204.000000 Penalty: 5976.117188
	Iteration 4Q: 3 clusters Score -2.06162e+07 nChanged 7760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98572 members 
Mstep: Class 2 contains 72292 members 
Entering Unmasked Estep 
Score: -20619496.000000 Penalty: 5976.117188
	Iteration 5Q: 3 clusters Score -2.06195e+07 nChanged 9301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105479 members 
Mstep: Class 2 contains 65385 members 
Entering Unmasked Estep 
Score: -20624068.000000 Penalty: 5976.117188
	Iteration 6F: 3 clusters Score -2.062407e+07 nChanged 10729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114302 members 
Mstep: Class 2 contains 56562 members 
Entering Unmasked Estep 
Score: -20630186.000000 Penalty: 5976.117188
	Iteration 7F: 3 clusters Score -2.063019e+07 nChanged 11637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124735 members 
Mstep: Class 2 contains 46129 members 
Entering Unmasked Estep 
Score: -20638036.000000 Penalty: 5976.117188
	Iteration 8F: 3 clusters Score -2.063804e+07 nChanged 11782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135941 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
Score: -20647176.000000 Penalty: 5976.117188
	Iteration 9F: 3 clusters Score -2.064718e+07 nChanged 10843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146582 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -20655880.000000 Penalty: 5976.117188
	Iteration 10F: 3 clusters Score -2.065588e+07 nChanged 8799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155347 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -20663406.000000 Penalty: 5976.117188
	Iteration 11F: 3 clusters Score -2.066341e+07 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161885 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -20668802.000000 Penalty: 5976.117188
	Iteration 12Q: 3 clusters Score -2.06688e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166068 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -20672396.000000 Penalty: 5976.117188
	Iteration 13Q: 3 clusters Score -2.06724e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168314 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -20674224.000000 Penalty: 5976.117188
	Iteration 14Q: 3 clusters Score -2.067422e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169410 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -20675130.000000 Penalty: 5976.117188
	Iteration 15Q: 3 clusters Score -2.067513e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169876 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -20675520.000000 Penalty: 5976.117188
	Iteration 16Q: 3 clusters Score -2.067552e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170077 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -20675708.000000 Penalty: 5976.117188
	Iteration 17Q: 3 clusters Score -2.067571e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170191 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -20675858.000000 Penalty: 5976.117188
	Iteration 18Q: 3 clusters Score -2.067586e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170230 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -20675966.000000 Penalty: 5976.117188
	Iteration 19Q: 3 clusters Score -2.067597e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170242 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -20676016.000000 Penalty: 5976.117188
	Iteration 20F: 3 clusters Score -2.067602e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170252 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -20676056.000000 Penalty: 5976.117188
	Iteration 21Q: 3 clusters Score -2.067606e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170264 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -20676072.000000 Penalty: 5976.117188
	Iteration 22Q: 3 clusters Score -2.067607e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170271 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -20676104.000000 Penalty: 5976.117188
	Iteration 23Q: 3 clusters Score -2.06761e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170273 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -20676094.000000 Penalty: 5976.117188
	Iteration 24Q: 3 clusters Score -2.067609e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170276 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -20676112.000000 Penalty: 5976.117188
	Iteration 25Q: 3 clusters Score -2.067611e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170276 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -20676132.000000 Penalty: 5976.117188
	Iteration 26Q: 3 clusters Score -2.067613e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170274 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -20676148.000000 Penalty: 5976.117188
	Iteration 27Q: 3 clusters Score -2.067615e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170270 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -20676148.000000 Penalty: 5976.117188
	Iteration 28Q: 3 clusters Score -2.067615e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170267 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -20676158.000000 Penalty: 5976.117188
	Iteration 29Q: 3 clusters Score -2.067616e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170264 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -20676168.000000 Penalty: 5976.117188
	Iteration 30Q: 3 clusters Score -2.067617e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170263 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -20676170.000000 Penalty: 5976.117188
	Iteration 31Q: 3 clusters Score -2.067617e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170262 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -20676146.000000 Penalty: 5976.117188
	Iteration 32Q: 3 clusters Score -2.067615e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170263 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -20676164.000000 Penalty: 5976.117188
	Iteration 33Q: 3 clusters Score -2.067616e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170261 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -20676154.000000 Penalty: 5976.117188
	Iteration 34Q: 3 clusters Score -2.067615e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170258 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -20676166.000000 Penalty: 5976.117188
	Iteration 35Q: 3 clusters Score -2.067617e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170258 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -20676168.000000 Penalty: 5976.117188
	Iteration 36Q: 3 clusters Score -2.067617e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170253 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -20676172.000000 Penalty: 5976.117188
	Iteration 37Q: 3 clusters Score -2.067617e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170249 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -20676164.000000 Penalty: 5976.117188
	Iteration 38Q: 3 clusters Score -2.067616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170248 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -20676158.000000 Penalty: 5976.117188
	Iteration 39Q: 3 clusters Score -2.067616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170247 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -20676172.000000 Penalty: 5976.117188
	Iteration 40F: 3 clusters Score -2.067617e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170245 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -20676174.000000 Penalty: 5976.117188
	Iteration 41Q: 3 clusters Score -2.067617e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170245 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -20676174.000000 Penalty: 5976.117188
	Iteration 42F: 3 clusters Score -2.067617e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -1202785.375000 Penalty: 2291.952148
	Iteration 0F: 2 clusters Score -1202785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1194863.125000 Penalty: 4583.904297
	Iteration 0F: 3 clusters Score -1194863 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1197368.000000 Penalty: 4583.904297
	Iteration 1F: 3 clusters Score -1197368 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1197784.750000 Penalty: 4583.904297
	Iteration 2F: 3 clusters Score -1197785 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1198014.250000 Penalty: 4583.904297
	Iteration 3F: 3 clusters Score -1198014 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1198187.125000 Penalty: 4583.904297
	Iteration 4Q: 3 clusters Score -1198187 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1198316.375000 Penalty: 4583.904297
	Iteration 5Q: 3 clusters Score -1198316 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1198450.500000 Penalty: 4583.904297
	Iteration 6Q: 3 clusters Score -1198450 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1198575.875000 Penalty: 4583.904297
	Iteration 7Q: 3 clusters Score -1198576 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1198706.000000 Penalty: 4583.904297
	Iteration 8Q: 3 clusters Score -1198706 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1198837.750000 Penalty: 4583.904297
	Iteration 9Q: 3 clusters Score -1198838 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1198958.750000 Penalty: 4583.904297
	Iteration 10Q: 3 clusters Score -1198959 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1199074.625000 Penalty: 4583.904297
	Iteration 11Q: 3 clusters Score -1199075 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1199183.500000 Penalty: 4583.904297
	Iteration 12Q: 3 clusters Score -1199184 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1199299.375000 Penalty: 4583.904297
	Iteration 13Q: 3 clusters Score -1199299 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1199406.500000 Penalty: 4583.904297
	Iteration 14Q: 3 clusters Score -1199406 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1199547.625000 Penalty: 4583.904297
	Iteration 15Q: 3 clusters Score -1199548 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1199682.875000 Penalty: 4583.904297
	Iteration 16Q: 3 clusters Score -1199683 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1199816.375000 Penalty: 4583.904297
	Iteration 17Q: 3 clusters Score -1199816 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1199966.625000 Penalty: 4583.904297
	Iteration 18Q: 3 clusters Score -1199967 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1200126.000000 Penalty: 4583.904297
	Iteration 19Q: 3 clusters Score -1200126 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1200314.125000 Penalty: 4583.904297
	Iteration 20F: 3 clusters Score -1200314 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1200505.875000 Penalty: 4583.904297
	Iteration 21Q: 3 clusters Score -1200506 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1200730.125000 Penalty: 4583.904297
	Iteration 22Q: 3 clusters Score -1200730 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1200931.500000 Penalty: 4583.904297
	Iteration 23Q: 3 clusters Score -1200932 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1201088.500000 Penalty: 4583.904297
	Iteration 24Q: 3 clusters Score -1201088 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1201183.125000 Penalty: 4583.904297
	Iteration 25Q: 3 clusters Score -1201183 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1201232.875000 Penalty: 4583.904297
	Iteration 26Q: 3 clusters Score -1201233 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1201280.125000 Penalty: 4583.904297
	Iteration 27Q: 3 clusters Score -1201280 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1201312.250000 Penalty: 4583.904297
	Iteration 28Q: 3 clusters Score -1201312 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1201323.750000 Penalty: 4583.904297
	Iteration 29Q: 3 clusters Score -1201324 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1201335.125000 Penalty: 4583.904297
	Iteration 30Q: 3 clusters Score -1201335 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1201343.750000 Penalty: 4583.904297
	Iteration 31Q: 3 clusters Score -1201344 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1201351.375000 Penalty: 4583.904297
	Iteration 32Q: 3 clusters Score -1201351 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1201357.625000 Penalty: 4583.904297
	Iteration 33Q: 3 clusters Score -1201358 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1201360.250000 Penalty: 4583.904297
	Iteration 34Q: 3 clusters Score -1201360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1201364.500000 Penalty: 4583.904297
	Iteration 35Q: 3 clusters Score -1201364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1201366.250000 Penalty: 4583.904297
	Iteration 36Q: 3 clusters Score -1201366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1201369.375000 Penalty: 4583.904297
	Iteration 37Q: 3 clusters Score -1201369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1201370.875000 Penalty: 4583.904297
	Iteration 38Q: 3 clusters Score -1201371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1201372.750000 Penalty: 4583.904297
	Iteration 39Q: 3 clusters Score -1201373 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1201376.375000 Penalty: 4583.904297
	Iteration 40F: 3 clusters Score -1201376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1201382.500000 Penalty: 4583.904297
	Iteration 41Q: 3 clusters Score -1201382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1201384.625000 Penalty: 4583.904297
	Iteration 42Q: 3 clusters Score -1201385 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1201389.250000 Penalty: 4583.904297
	Iteration 43Q: 3 clusters Score -1201389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1201385.750000 Penalty: 4583.904297
	Iteration 44Q: 3 clusters Score -1201386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1201390.625000 Penalty: 4583.904297
	Iteration 45Q: 3 clusters Score -1201391 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1201394.500000 Penalty: 4583.904297
	Iteration 46Q: 3 clusters Score -1201394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1201399.625000 Penalty: 4583.904297
	Iteration 47Q: 3 clusters Score -1201400 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1201409.625000 Penalty: 4583.904297
	Iteration 48Q: 3 clusters Score -1201410 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1201418.000000 Penalty: 4583.904297
	Iteration 49Q: 3 clusters Score -1201418 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1201416.750000 Penalty: 4583.904297
	Iteration 50Q: 3 clusters Score -1201417 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1201426.750000 Penalty: 4583.904297
	Iteration 51Q: 3 clusters Score -1201427 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1201435.125000 Penalty: 4583.904297
	Iteration 52Q: 3 clusters Score -1201435 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1201438.875000 Penalty: 4583.904297
	Iteration 53Q: 3 clusters Score -1201439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1201441.125000 Penalty: 4583.904297
	Iteration 54Q: 3 clusters Score -1201441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1201446.500000 Penalty: 4583.904297
	Iteration 55Q: 3 clusters Score -1201446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1201447.500000 Penalty: 4583.904297
	Iteration 56Q: 3 clusters Score -1201448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1201447.000000 Penalty: 4583.904297
	Iteration 57Q: 3 clusters Score -1201447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1201450.000000 Penalty: 4583.904297
	Iteration 58Q: 3 clusters Score -1201450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1201451.250000 Penalty: 4583.904297
	Iteration 59Q: 3 clusters Score -1201451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1201454.750000 Penalty: 4583.904297
	Iteration 60F: 3 clusters Score -1201455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1201460.500000 Penalty: 4583.904297
	Iteration 61Q: 3 clusters Score -1201460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1201459.125000 Penalty: 4583.904297
	Iteration 62Q: 3 clusters Score -1201459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1201462.875000 Penalty: 4583.904297
	Iteration 63Q: 3 clusters Score -1201463 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1201463.500000 Penalty: 4583.904297
	Iteration 64Q: 3 clusters Score -1201464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1201468.625000 Penalty: 4583.904297
	Iteration 65Q: 3 clusters Score -1201469 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1201468.500000 Penalty: 4583.904297
	Iteration 66Q: 3 clusters Score -1201468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1201473.125000 Penalty: 4583.904297
	Iteration 67Q: 3 clusters Score -1201473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1201475.500000 Penalty: 4583.904297
	Iteration 68Q: 3 clusters Score -1201476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1201477.375000 Penalty: 4583.904297
	Iteration 69Q: 3 clusters Score -1201477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1201480.125000 Penalty: 4583.904297
	Iteration 70Q: 3 clusters Score -1201480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1201483.125000 Penalty: 4583.904297
	Iteration 71Q: 3 clusters Score -1201483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1201486.875000 Penalty: 4583.904297
	Iteration 72Q: 3 clusters Score -1201487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1201487.500000 Penalty: 4583.904297
	Iteration 73Q: 3 clusters Score -1201488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1201486.750000 Penalty: 4583.904297
	Iteration 74Q: 3 clusters Score -1201487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1201486.500000 Penalty: 4583.904297
	Iteration 75Q: 3 clusters Score -1201486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1201486.500000 Penalty: 4583.904297
	Iteration 76F: 3 clusters Score -1201486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Entering Unmasked Estep 
Score: -106787.960938 Penalty: 1723.802002
	Iteration 0F: 2 clusters Score -106788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -104899.296875 Penalty: 3447.604004
	Iteration 0F: 3 clusters Score -104899.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -105564.023438 Penalty: 3447.604004
	Iteration 1F: 3 clusters Score -105564 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -105946.093750 Penalty: 3447.604004
	Iteration 2F: 3 clusters Score -105946.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -106261.531250 Penalty: 3447.604004
	Iteration 3F: 3 clusters Score -106261.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -106502.359375 Penalty: 3447.604004
	Iteration 4F: 3 clusters Score -106502.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -106632.117188 Penalty: 3447.604004
	Iteration 5Q: 3 clusters Score -106632.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -106826.132812 Penalty: 3447.604004
	Iteration 6Q: 3 clusters Score -106826.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -107124.476562 Penalty: 3447.604004
	Iteration 7Q: 3 clusters Score -107124.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -107229.585938 Penalty: 3447.604004
	Iteration 8Q: 3 clusters Score -107229.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -107270.226562 Penalty: 3447.604004
	Iteration 9Q: 3 clusters Score -107270.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -107288.140625 Penalty: 3447.604004
	Iteration 10Q: 3 clusters Score -107288.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -107298.289062 Penalty: 3447.604004
	Iteration 11Q: 3 clusters Score -107298.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -107306.585938 Penalty: 3447.604004
	Iteration 12Q: 3 clusters Score -107306.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -107310.320312 Penalty: 3447.604004
	Iteration 13Q: 3 clusters Score -107310.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -107314.023438 Penalty: 3447.604004
	Iteration 14Q: 3 clusters Score -107314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -107325.609375 Penalty: 3447.604004
	Iteration 15Q: 3 clusters Score -107325.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -107333.171875 Penalty: 3447.604004
	Iteration 16Q: 3 clusters Score -107333.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -107335.531250 Penalty: 3447.604004
	Iteration 17Q: 3 clusters Score -107335.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -107335.531250 Penalty: 3447.604004
	Iteration 18F: 3 clusters Score -107335.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58569 members 
Mstep: Class 2 contains 156285 members 
Mstep: Class 3 contains 7349 members 
Mstep: Class 4 contains 179307 members 
Mstep: Class 5 contains 11117 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31603 members 
Mstep: Class 8 contains 23153 members 
Mstep: Class 9 contains 187684 members 
Mstep: Class 10 contains 6579 members 
Mstep: Class 11 contains 38260 members 
Mstep: Class 12 contains 8720 members 
Mstep: Class 13 contains 10598 members 
Mstep: Class 14 contains 8027 members 
Mstep: Class 15 contains 8413 members 
Mstep: Class 16 contains 10363 members 
Mstep: Class 17 contains 69592 members 
Mstep: Class 18 contains 5431 members 
Mstep: Class 19 contains 12320 members 
Mstep: Class 20 contains 2957 members 
Mstep: Class 21 contains 286071 members 
Mstep: Class 22 contains 40919 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282825 members 
Mstep: Class 25 contains 16104 members 
Mstep: Class 26 contains 21593 members 
Mstep: Class 27 contains 16550 members 
Mstep: Class 28 contains 11387 members 
Mstep: Class 29 contains 6145 members 
Mstep: Class 30 contains 39080 members 
Mstep: Class 31 contains 2314 members 
Mstep: Class 32 contains 10542 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 217321 members 
Mstep: Class 35 contains 170864 members 
Mstep: Class 36 contains 10319 members 
Mstep: Class 37 contains 427 members 
Mstep: Class 38 contains 10864 members 
Mstep: Class 39 contains 617 members 
Entering Unmasked Estep 
Score: -235410560.000000 Penalty: 140280.062500
Splitting cluster 37 changes total score from -235412448.000000 to -235410560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (10864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Entering Unmasked Estep 
Score: -1250441.875000 Penalty: 2304.716064
	Iteration 0F: 2 clusters Score -1250442 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 5451 members 
Entering Unmasked Estep 
Score: -1242226.625000 Penalty: 4609.432129
	Iteration 0F: 3 clusters Score -1242227 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1244864.750000 Penalty: 4609.432129
	Iteration 1F: 3 clusters Score -1244865 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1245388.375000 Penalty: 4609.432129
	Iteration 2F: 3 clusters Score -1245388 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1245979.125000 Penalty: 4609.432129
	Iteration 3F: 3 clusters Score -1245979 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1246577.500000 Penalty: 4609.432129
	Iteration 4F: 3 clusters Score -1246578 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1247106.250000 Penalty: 4609.432129
	Iteration 5F: 3 clusters Score -1247106 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1247533.500000 Penalty: 4609.432129
	Iteration 6F: 3 clusters Score -1247534 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1247848.500000 Penalty: 4609.432129
	Iteration 7Q: 3 clusters Score -1247848 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1248082.625000 Penalty: 4609.432129
	Iteration 8Q: 3 clusters Score -1248083 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1248234.750000 Penalty: 4609.432129
	Iteration 9Q: 3 clusters Score -1248235 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1248398.875000 Penalty: 4609.432129
	Iteration 10Q: 3 clusters Score -1248399 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1248561.375000 Penalty: 4609.432129
	Iteration 11Q: 3 clusters Score -1248561 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1248705.625000 Penalty: 4609.432129
	Iteration 12Q: 3 clusters Score -1248706 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1248816.625000 Penalty: 4609.432129
	Iteration 13Q: 3 clusters Score -1248817 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1248910.750000 Penalty: 4609.432129
	Iteration 14Q: 3 clusters Score -1248911 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1248982.375000 Penalty: 4609.432129
	Iteration 15Q: 3 clusters Score -1248982 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1249060.000000 Penalty: 4609.432129
	Iteration 16Q: 3 clusters Score -1249060 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1249126.125000 Penalty: 4609.432129
	Iteration 17Q: 3 clusters Score -1249126 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1249196.250000 Penalty: 4609.432129
	Iteration 18Q: 3 clusters Score -1249196 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1249243.750000 Penalty: 4609.432129
	Iteration 19Q: 3 clusters Score -1249244 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1249283.625000 Penalty: 4609.432129
	Iteration 20F: 3 clusters Score -1249284 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1249340.125000 Penalty: 4609.432129
	Iteration 21Q: 3 clusters Score -1249340 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1249387.375000 Penalty: 4609.432129
	Iteration 22Q: 3 clusters Score -1249387 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1249434.125000 Penalty: 4609.432129
	Iteration 23Q: 3 clusters Score -1249434 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1249482.625000 Penalty: 4609.432129
	Iteration 24Q: 3 clusters Score -1249483 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1249528.500000 Penalty: 4609.432129
	Iteration 25Q: 3 clusters Score -1249528 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1249578.000000 Penalty: 4609.432129
	Iteration 26Q: 3 clusters Score -1249578 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1249613.500000 Penalty: 4609.432129
	Iteration 27Q: 3 clusters Score -1249614 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1249637.500000 Penalty: 4609.432129
	Iteration 28Q: 3 clusters Score -1249638 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1249652.000000 Penalty: 4609.432129
	Iteration 29Q: 3 clusters Score -1249652 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1249664.375000 Penalty: 4609.432129
	Iteration 30Q: 3 clusters Score -1249664 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1249670.000000 Penalty: 4609.432129
	Iteration 31Q: 3 clusters Score -1249670 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1249675.750000 Penalty: 4609.432129
	Iteration 32Q: 3 clusters Score -1249676 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1249682.625000 Penalty: 4609.432129
	Iteration 33Q: 3 clusters Score -1249683 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1249701.875000 Penalty: 4609.432129
	Iteration 34Q: 3 clusters Score -1249702 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1249722.000000 Penalty: 4609.432129
	Iteration 35Q: 3 clusters Score -1249722 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1249733.750000 Penalty: 4609.432129
	Iteration 36Q: 3 clusters Score -1249734 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1249749.500000 Penalty: 4609.432129
	Iteration 37Q: 3 clusters Score -1249750 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1249766.125000 Penalty: 4609.432129
	Iteration 38Q: 3 clusters Score -1249766 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1249778.000000 Penalty: 4609.432129
	Iteration 39Q: 3 clusters Score -1249778 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1249793.000000 Penalty: 4609.432129
	Iteration 40F: 3 clusters Score -1249793 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1249803.750000 Penalty: 4609.432129
	Iteration 41Q: 3 clusters Score -1249804 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1249814.250000 Penalty: 4609.432129
	Iteration 42Q: 3 clusters Score -1249814 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1249819.125000 Penalty: 4609.432129
	Iteration 43Q: 3 clusters Score -1249819 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1249822.750000 Penalty: 4609.432129
	Iteration 44Q: 3 clusters Score -1249823 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1249828.625000 Penalty: 4609.432129
	Iteration 45Q: 3 clusters Score -1249829 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1249834.125000 Penalty: 4609.432129
	Iteration 46Q: 3 clusters Score -1249834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1249841.750000 Penalty: 4609.432129
	Iteration 47Q: 3 clusters Score -1249842 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1249844.375000 Penalty: 4609.432129
	Iteration 48Q: 3 clusters Score -1249844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1249845.000000 Penalty: 4609.432129
	Iteration 49Q: 3 clusters Score -1249845 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1249848.875000 Penalty: 4609.432129
	Iteration 50Q: 3 clusters Score -1249849 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1249855.125000 Penalty: 4609.432129
	Iteration 51Q: 3 clusters Score -1249855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1249855.125000 Penalty: 4609.432129
	Iteration 52Q: 3 clusters Score -1249855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1249858.375000 Penalty: 4609.432129
	Iteration 53Q: 3 clusters Score -1249858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1249859.875000 Penalty: 4609.432129
	Iteration 54Q: 3 clusters Score -1249860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1249859.250000 Penalty: 4609.432129
	Iteration 55Q: 3 clusters Score -1249859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1249860.375000 Penalty: 4609.432129
	Iteration 56Q: 3 clusters Score -1249860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1249860.500000 Penalty: 4609.432129
	Iteration 57Q: 3 clusters Score -1249860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1249860.500000 Penalty: 4609.432129
	Iteration 58F: 3 clusters Score -1249860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58569 members 
Mstep: Class 2 contains 156285 members 
Mstep: Class 3 contains 7349 members 
Mstep: Class 4 contains 179307 members 
Mstep: Class 5 contains 11117 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31603 members 
Mstep: Class 8 contains 23153 members 
Mstep: Class 9 contains 187684 members 
Mstep: Class 10 contains 6579 members 
Mstep: Class 11 contains 38260 members 
Mstep: Class 12 contains 8720 members 
Mstep: Class 13 contains 10598 members 
Mstep: Class 14 contains 8027 members 
Mstep: Class 15 contains 8413 members 
Mstep: Class 16 contains 10363 members 
Mstep: Class 17 contains 69592 members 
Mstep: Class 18 contains 5431 members 
Mstep: Class 19 contains 12320 members 
Mstep: Class 20 contains 2957 members 
Mstep: Class 21 contains 286071 members 
Mstep: Class 22 contains 40919 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282825 members 
Mstep: Class 25 contains 16104 members 
Mstep: Class 26 contains 21593 members 
Mstep: Class 27 contains 16550 members 
Mstep: Class 28 contains 11387 members 
Mstep: Class 29 contains 6145 members 
Mstep: Class 30 contains 39080 members 
Mstep: Class 31 contains 2314 members 
Mstep: Class 32 contains 10542 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 217321 members 
Mstep: Class 35 contains 170864 members 
Mstep: Class 36 contains 10319 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412544.000000 Penalty: 136683.125000
Iteration 239Q: 39 clusters Score -2.354125e+08 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58572 members 
Mstep: Class 2 contains 156281 members 
Mstep: Class 3 contains 7348 members 
Mstep: Class 4 contains 179305 members 
Mstep: Class 5 contains 11119 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31607 members 
Mstep: Class 8 contains 23189 members 
Mstep: Class 9 contains 187697 members 
Mstep: Class 10 contains 6578 members 
Mstep: Class 11 contains 38262 members 
Mstep: Class 12 contains 8721 members 
Mstep: Class 13 contains 10600 members 
Mstep: Class 14 contains 8027 members 
Mstep: Class 15 contains 8413 members 
Mstep: Class 16 contains 10359 members 
Mstep: Class 17 contains 69590 members 
Mstep: Class 18 contains 5431 members 
Mstep: Class 19 contains 12320 members 
Mstep: Class 20 contains 2957 members 
Mstep: Class 21 contains 285986 members 
Mstep: Class 22 contains 40923 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282824 members 
Mstep: Class 25 contains 16104 members 
Mstep: Class 26 contains 21593 members 
Mstep: Class 27 contains 16551 members 
Mstep: Class 28 contains 11387 members 
Mstep: Class 29 contains 6145 members 
Mstep: Class 30 contains 39082 members 
Mstep: Class 31 contains 2314 members 
Mstep: Class 32 contains 10542 members 
Mstep: Class 33 contains 8101 members 
Mstep: Class 34 contains 217353 members 
Mstep: Class 35 contains 170866 members 
Mstep: Class 36 contains 10319 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412528.000000 Penalty: 136683.125000
Iteration 240F: 39 clusters Score -2.354125e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58569 members 
Mstep: Class 2 contains 156282 members 
Mstep: Class 3 contains 7347 members 
Mstep: Class 4 contains 179301 members 
Mstep: Class 5 contains 11124 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31607 members 
Mstep: Class 8 contains 23237 members 
Mstep: Class 9 contains 187701 members 
Mstep: Class 10 contains 6577 members 
Mstep: Class 11 contains 38267 members 
Mstep: Class 12 contains 8721 members 
Mstep: Class 13 contains 10593 members 
Mstep: Class 14 contains 8027 members 
Mstep: Class 15 contains 8415 members 
Mstep: Class 16 contains 10361 members 
Mstep: Class 17 contains 69591 members 
Mstep: Class 18 contains 5431 members 
Mstep: Class 19 contains 12318 members 
Mstep: Class 20 contains 2956 members 
Mstep: Class 21 contains 285891 members 
Mstep: Class 22 contains 40933 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282830 members 
Mstep: Class 25 contains 16104 members 
Mstep: Class 26 contains 21592 members 
Mstep: Class 27 contains 16550 members 
Mstep: Class 28 contains 11388 members 
Mstep: Class 29 contains 6145 members 
Mstep: Class 30 contains 39086 members 
Mstep: Class 31 contains 2316 members 
Mstep: Class 32 contains 10542 members 
Mstep: Class 33 contains 8099 members 
Mstep: Class 34 contains 217371 members 
Mstep: Class 35 contains 170875 members 
Mstep: Class 36 contains 10319 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412576.000000 Penalty: 136683.125000
Iteration 241Q: 39 clusters Score -2.354126e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58564 members 
Mstep: Class 2 contains 156280 members 
Mstep: Class 3 contains 7346 members 
Mstep: Class 4 contains 179298 members 
Mstep: Class 5 contains 11123 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31604 members 
Mstep: Class 8 contains 23279 members 
Mstep: Class 9 contains 187715 members 
Mstep: Class 10 contains 6577 members 
Mstep: Class 11 contains 38271 members 
Mstep: Class 12 contains 8721 members 
Mstep: Class 13 contains 10591 members 
Mstep: Class 14 contains 8028 members 
Mstep: Class 15 contains 8415 members 
Mstep: Class 16 contains 10361 members 
Mstep: Class 17 contains 69594 members 
Mstep: Class 18 contains 5431 members 
Mstep: Class 19 contains 12317 members 
Mstep: Class 20 contains 2958 members 
Mstep: Class 21 contains 285786 members 
Mstep: Class 22 contains 40937 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282836 members 
Mstep: Class 25 contains 16102 members 
Mstep: Class 26 contains 21592 members 
Mstep: Class 27 contains 16548 members 
Mstep: Class 28 contains 11388 members 
Mstep: Class 29 contains 6145 members 
Mstep: Class 30 contains 39097 members 
Mstep: Class 31 contains 2315 members 
Mstep: Class 32 contains 10542 members 
Mstep: Class 33 contains 8100 members 
Mstep: Class 34 contains 217412 members 
Mstep: Class 35 contains 170875 members 
Mstep: Class 36 contains 10319 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412704.000000 Penalty: 136683.125000
Iteration 242Q: 39 clusters Score -2.354127e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58559 members 
Mstep: Class 2 contains 156283 members 
Mstep: Class 3 contains 7348 members 
Mstep: Class 4 contains 179316 members 
Mstep: Class 5 contains 11122 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31606 members 
Mstep: Class 8 contains 23320 members 
Mstep: Class 9 contains 187735 members 
Mstep: Class 10 contains 6577 members 
Mstep: Class 11 contains 38272 members 
Mstep: Class 12 contains 8722 members 
Mstep: Class 13 contains 10592 members 
Mstep: Class 14 contains 8027 members 
Mstep: Class 15 contains 8413 members 
Mstep: Class 16 contains 10361 members 
Mstep: Class 17 contains 69594 members 
Mstep: Class 18 contains 5431 members 
Mstep: Class 19 contains 12321 members 
Mstep: Class 20 contains 2957 members 
Mstep: Class 21 contains 285665 members 
Mstep: Class 22 contains 40936 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282837 members 
Mstep: Class 25 contains 16103 members 
Mstep: Class 26 contains 21592 members 
Mstep: Class 27 contains 16545 members 
Mstep: Class 28 contains 11389 members 
Mstep: Class 29 contains 6147 members 
Mstep: Class 30 contains 39107 members 
Mstep: Class 31 contains 2317 members 
Mstep: Class 32 contains 10542 members 
Mstep: Class 33 contains 8101 members 
Mstep: Class 34 contains 217440 members 
Mstep: Class 35 contains 170871 members 
Mstep: Class 36 contains 10319 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412800.000000 Penalty: 136683.125000
Iteration 243Q: 39 clusters Score -2.354128e+08 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58559 members 
Mstep: Class 2 contains 156281 members 
Mstep: Class 3 contains 7349 members 
Mstep: Class 4 contains 179322 members 
Mstep: Class 5 contains 11123 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31602 members 
Mstep: Class 8 contains 23375 members 
Mstep: Class 9 contains 187750 members 
Mstep: Class 10 contains 6578 members 
Mstep: Class 11 contains 38272 members 
Mstep: Class 12 contains 8720 members 
Mstep: Class 13 contains 10590 members 
Mstep: Class 14 contains 8027 members 
Mstep: Class 15 contains 8411 members 
Mstep: Class 16 contains 10357 members 
Mstep: Class 17 contains 69598 members 
Mstep: Class 18 contains 5431 members 
Mstep: Class 19 contains 12320 members 
Mstep: Class 20 contains 2959 members 
Mstep: Class 21 contains 285567 members 
Mstep: Class 22 contains 40939 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282843 members 
Mstep: Class 25 contains 16103 members 
Mstep: Class 26 contains 21592 members 
Mstep: Class 27 contains 16542 members 
Mstep: Class 28 contains 11390 members 
Mstep: Class 29 contains 6148 members 
Mstep: Class 30 contains 39114 members 
Mstep: Class 31 contains 2323 members 
Mstep: Class 32 contains 10542 members 
Mstep: Class 33 contains 8097 members 
Mstep: Class 34 contains 217444 members 
Mstep: Class 35 contains 170878 members 
Mstep: Class 36 contains 10320 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412768.000000 Penalty: 136683.125000
Iteration 244Q: 39 clusters Score -2.354128e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58554 members 
Mstep: Class 2 contains 156284 members 
Mstep: Class 3 contains 7348 members 
Mstep: Class 4 contains 179331 members 
Mstep: Class 5 contains 11119 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31601 members 
Mstep: Class 8 contains 23430 members 
Mstep: Class 9 contains 187749 members 
Mstep: Class 10 contains 6578 members 
Mstep: Class 11 contains 38272 members 
Mstep: Class 12 contains 8721 members 
Mstep: Class 13 contains 10589 members 
Mstep: Class 14 contains 8027 members 
Mstep: Class 15 contains 8411 members 
Mstep: Class 16 contains 10363 members 
Mstep: Class 17 contains 69597 members 
Mstep: Class 18 contains 5431 members 
Mstep: Class 19 contains 12322 members 
Mstep: Class 20 contains 2960 members 
Mstep: Class 21 contains 285483 members 
Mstep: Class 22 contains 40940 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282856 members 
Mstep: Class 25 contains 16104 members 
Mstep: Class 26 contains 21591 members 
Mstep: Class 27 contains 16544 members 
Mstep: Class 28 contains 11388 members 
Mstep: Class 29 contains 6149 members 
Mstep: Class 30 contains 39115 members 
Mstep: Class 31 contains 2327 members 
Mstep: Class 32 contains 10541 members 
Mstep: Class 33 contains 8095 members 
Mstep: Class 34 contains 217448 members 
Mstep: Class 35 contains 170877 members 
Mstep: Class 36 contains 10320 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412816.000000 Penalty: 136683.125000
Iteration 245Q: 39 clusters Score -2.354128e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58548 members 
Mstep: Class 2 contains 156284 members 
Mstep: Class 3 contains 7346 members 
Mstep: Class 4 contains 179339 members 
Mstep: Class 5 contains 11119 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31601 members 
Mstep: Class 8 contains 23470 members 
Mstep: Class 9 contains 187761 members 
Mstep: Class 10 contains 6578 members 
Mstep: Class 11 contains 38267 members 
Mstep: Class 12 contains 8721 members 
Mstep: Class 13 contains 10590 members 
Mstep: Class 14 contains 8027 members 
Mstep: Class 15 contains 8409 members 
Mstep: Class 16 contains 10367 members 
Mstep: Class 17 contains 69596 members 
Mstep: Class 18 contains 5431 members 
Mstep: Class 19 contains 12323 members 
Mstep: Class 20 contains 2960 members 
Mstep: Class 21 contains 285392 members 
Mstep: Class 22 contains 40947 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282867 members 
Mstep: Class 25 contains 16106 members 
Mstep: Class 26 contains 21590 members 
Mstep: Class 27 contains 16542 members 
Mstep: Class 28 contains 11389 members 
Mstep: Class 29 contains 6150 members 
Mstep: Class 30 contains 39111 members 
Mstep: Class 31 contains 2333 members 
Mstep: Class 32 contains 10541 members 
Mstep: Class 33 contains 8095 members 
Mstep: Class 34 contains 217467 members 
Mstep: Class 35 contains 170879 members 
Mstep: Class 36 contains 10320 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412576.000000 Penalty: 136683.125000
Iteration 246Q: 39 clusters Score -2.354126e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58544 members 
Mstep: Class 2 contains 156287 members 
Mstep: Class 3 contains 7347 members 
Mstep: Class 4 contains 179346 members 
Mstep: Class 5 contains 11120 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31598 members 
Mstep: Class 8 contains 23506 members 
Mstep: Class 9 contains 187766 members 
Mstep: Class 10 contains 6578 members 
Mstep: Class 11 contains 38266 members 
Mstep: Class 12 contains 8722 members 
Mstep: Class 13 contains 10591 members 
Mstep: Class 14 contains 8027 members 
Mstep: Class 15 contains 8410 members 
Mstep: Class 16 contains 10368 members 
Mstep: Class 17 contains 69593 members 
Mstep: Class 18 contains 5431 members 
Mstep: Class 19 contains 12324 members 
Mstep: Class 20 contains 2960 members 
Mstep: Class 21 contains 285300 members 
Mstep: Class 22 contains 40948 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282878 members 
Mstep: Class 25 contains 16105 members 
Mstep: Class 26 contains 21589 members 
Mstep: Class 27 contains 16541 members 
Mstep: Class 28 contains 11385 members 
Mstep: Class 29 contains 6151 members 
Mstep: Class 30 contains 39112 members 
Mstep: Class 31 contains 2337 members 
Mstep: Class 32 contains 10541 members 
Mstep: Class 33 contains 8095 members 
Mstep: Class 34 contains 217496 members 
Mstep: Class 35 contains 170883 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412368.000000 Penalty: 136683.125000
Iteration 247Q: 39 clusters Score -2.354124e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58546 members 
Mstep: Class 2 contains 156286 members 
Mstep: Class 3 contains 7346 members 
Mstep: Class 4 contains 179347 members 
Mstep: Class 5 contains 11123 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31595 members 
Mstep: Class 8 contains 23536 members 
Mstep: Class 9 contains 187773 members 
Mstep: Class 10 contains 6578 members 
Mstep: Class 11 contains 38260 members 
Mstep: Class 12 contains 8724 members 
Mstep: Class 13 contains 10594 members 
Mstep: Class 14 contains 8027 members 
Mstep: Class 15 contains 8410 members 
Mstep: Class 16 contains 10369 members 
Mstep: Class 17 contains 69592 members 
Mstep: Class 18 contains 5431 members 
Mstep: Class 19 contains 12324 members 
Mstep: Class 20 contains 2959 members 
Mstep: Class 21 contains 285202 members 
Mstep: Class 22 contains 40953 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282879 members 
Mstep: Class 25 contains 16103 members 
Mstep: Class 26 contains 21589 members 
Mstep: Class 27 contains 16541 members 
Mstep: Class 28 contains 11383 members 
Mstep: Class 29 contains 6155 members 
Mstep: Class 30 contains 39118 members 
Mstep: Class 31 contains 2339 members 
Mstep: Class 32 contains 10541 members 
Mstep: Class 33 contains 8095 members 
Mstep: Class 34 contains 217547 members 
Mstep: Class 35 contains 170878 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412224.000000 Penalty: 136683.125000
Iteration 248Q: 39 clusters Score -2.354122e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58546 members 
Mstep: Class 2 contains 156286 members 
Mstep: Class 3 contains 7347 members 
Mstep: Class 4 contains 179348 members 
Mstep: Class 5 contains 11124 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31592 members 
Mstep: Class 8 contains 23566 members 
Mstep: Class 9 contains 187785 members 
Mstep: Class 10 contains 6578 members 
Mstep: Class 11 contains 38255 members 
Mstep: Class 12 contains 8722 members 
Mstep: Class 13 contains 10595 members 
Mstep: Class 14 contains 8027 members 
Mstep: Class 15 contains 8409 members 
Mstep: Class 16 contains 10371 members 
Mstep: Class 17 contains 69595 members 
Mstep: Class 18 contains 5431 members 
Mstep: Class 19 contains 12327 members 
Mstep: Class 20 contains 2960 members 
Mstep: Class 21 contains 285104 members 
Mstep: Class 22 contains 40960 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282884 members 
Mstep: Class 25 contains 16102 members 
Mstep: Class 26 contains 21589 members 
Mstep: Class 27 contains 16542 members 
Mstep: Class 28 contains 11381 members 
Mstep: Class 29 contains 6161 members 
Mstep: Class 30 contains 39110 members 
Mstep: Class 31 contains 2342 members 
Mstep: Class 32 contains 10541 members 
Mstep: Class 33 contains 8094 members 
Mstep: Class 34 contains 217586 members 
Mstep: Class 35 contains 170883 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412272.000000 Penalty: 136683.125000
Iteration 249Q: 39 clusters Score -2.354123e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58544 members 
Mstep: Class 2 contains 156285 members 
Mstep: Class 3 contains 7347 members 
Mstep: Class 4 contains 179355 members 
Mstep: Class 5 contains 11124 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31586 members 
Mstep: Class 8 contains 23598 members 
Mstep: Class 9 contains 187793 members 
Mstep: Class 10 contains 6578 members 
Mstep: Class 11 contains 38254 members 
Mstep: Class 12 contains 8724 members 
Mstep: Class 13 contains 10594 members 
Mstep: Class 14 contains 8027 members 
Mstep: Class 15 contains 8410 members 
Mstep: Class 16 contains 10369 members 
Mstep: Class 17 contains 69595 members 
Mstep: Class 18 contains 5430 members 
Mstep: Class 19 contains 12329 members 
Mstep: Class 20 contains 2961 members 
Mstep: Class 21 contains 285010 members 
Mstep: Class 22 contains 40959 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282892 members 
Mstep: Class 25 contains 16102 members 
Mstep: Class 26 contains 21589 members 
Mstep: Class 27 contains 16540 members 
Mstep: Class 28 contains 11377 members 
Mstep: Class 29 contains 6165 members 
Mstep: Class 30 contains 39119 members 
Mstep: Class 31 contains 2342 members 
Mstep: Class 32 contains 10541 members 
Mstep: Class 33 contains 8092 members 
Mstep: Class 34 contains 217623 members 
Mstep: Class 35 contains 170888 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412480.000000 Penalty: 136683.125000
Iteration 250Q: 39 clusters Score -2.354125e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58542 members 
Mstep: Class 2 contains 156284 members 
Mstep: Class 3 contains 7347 members 
Mstep: Class 4 contains 179354 members 
Mstep: Class 5 contains 11125 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31586 members 
Mstep: Class 8 contains 23623 members 
Mstep: Class 9 contains 187801 members 
Mstep: Class 10 contains 6577 members 
Mstep: Class 11 contains 38255 members 
Mstep: Class 12 contains 8726 members 
Mstep: Class 13 contains 10593 members 
Mstep: Class 14 contains 8027 members 
Mstep: Class 15 contains 8411 members 
Mstep: Class 16 contains 10365 members 
Mstep: Class 17 contains 69604 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12330 members 
Mstep: Class 20 contains 2962 members 
Mstep: Class 21 contains 284930 members 
Mstep: Class 22 contains 40962 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282892 members 
Mstep: Class 25 contains 16102 members 
Mstep: Class 26 contains 21589 members 
Mstep: Class 27 contains 16541 members 
Mstep: Class 28 contains 11378 members 
Mstep: Class 29 contains 6169 members 
Mstep: Class 30 contains 39126 members 
Mstep: Class 31 contains 2340 members 
Mstep: Class 32 contains 10540 members 
Mstep: Class 33 contains 8092 members 
Mstep: Class 34 contains 217655 members 
Mstep: Class 35 contains 170885 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412240.000000 Penalty: 136683.125000
Iteration 251Q: 39 clusters Score -2.354122e+08 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58542 members 
Mstep: Class 2 contains 156283 members 
Mstep: Class 3 contains 7347 members 
Mstep: Class 4 contains 179354 members 
Mstep: Class 5 contains 11131 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31585 members 
Mstep: Class 8 contains 23651 members 
Mstep: Class 9 contains 187811 members 
Mstep: Class 10 contains 6577 members 
Mstep: Class 11 contains 38260 members 
Mstep: Class 12 contains 8726 members 
Mstep: Class 13 contains 10596 members 
Mstep: Class 14 contains 8027 members 
Mstep: Class 15 contains 8411 members 
Mstep: Class 16 contains 10367 members 
Mstep: Class 17 contains 69607 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12330 members 
Mstep: Class 20 contains 2963 members 
Mstep: Class 21 contains 284843 members 
Mstep: Class 22 contains 40966 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282896 members 
Mstep: Class 25 contains 16102 members 
Mstep: Class 26 contains 21589 members 
Mstep: Class 27 contains 16542 members 
Mstep: Class 28 contains 11375 members 
Mstep: Class 29 contains 6169 members 
Mstep: Class 30 contains 39128 members 
Mstep: Class 31 contains 2340 members 
Mstep: Class 32 contains 10540 members 
Mstep: Class 33 contains 8092 members 
Mstep: Class 34 contains 217672 members 
Mstep: Class 35 contains 170887 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412384.000000 Penalty: 136683.125000
Iteration 252Q: 39 clusters Score -2.354124e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58543 members 
Mstep: Class 2 contains 156283 members 
Mstep: Class 3 contains 7347 members 
Mstep: Class 4 contains 179360 members 
Mstep: Class 5 contains 11133 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31584 members 
Mstep: Class 8 contains 23672 members 
Mstep: Class 9 contains 187818 members 
Mstep: Class 10 contains 6577 members 
Mstep: Class 11 contains 38262 members 
Mstep: Class 12 contains 8727 members 
Mstep: Class 13 contains 10596 members 
Mstep: Class 14 contains 8027 members 
Mstep: Class 15 contains 8412 members 
Mstep: Class 16 contains 10371 members 
Mstep: Class 17 contains 69613 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12331 members 
Mstep: Class 20 contains 2963 members 
Mstep: Class 21 contains 284741 members 
Mstep: Class 22 contains 40968 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282901 members 
Mstep: Class 25 contains 16101 members 
Mstep: Class 26 contains 21589 members 
Mstep: Class 27 contains 16546 members 
Mstep: Class 28 contains 11373 members 
Mstep: Class 29 contains 6171 members 
Mstep: Class 30 contains 39129 members 
Mstep: Class 31 contains 2340 members 
Mstep: Class 32 contains 10540 members 
Mstep: Class 33 contains 8093 members 
Mstep: Class 34 contains 217699 members 
Mstep: Class 35 contains 170895 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412368.000000 Penalty: 136683.125000
Iteration 253Q: 39 clusters Score -2.354124e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58541 members 
Mstep: Class 2 contains 156284 members 
Mstep: Class 3 contains 7345 members 
Mstep: Class 4 contains 179368 members 
Mstep: Class 5 contains 11134 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31586 members 
Mstep: Class 8 contains 23702 members 
Mstep: Class 9 contains 187832 members 
Mstep: Class 10 contains 6577 members 
Mstep: Class 11 contains 38264 members 
Mstep: Class 12 contains 8728 members 
Mstep: Class 13 contains 10595 members 
Mstep: Class 14 contains 8027 members 
Mstep: Class 15 contains 8413 members 
Mstep: Class 16 contains 10380 members 
Mstep: Class 17 contains 69624 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12331 members 
Mstep: Class 20 contains 2963 members 
Mstep: Class 21 contains 284647 members 
Mstep: Class 22 contains 40973 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282894 members 
Mstep: Class 25 contains 16098 members 
Mstep: Class 26 contains 21588 members 
Mstep: Class 27 contains 16548 members 
Mstep: Class 28 contains 11373 members 
Mstep: Class 29 contains 6176 members 
Mstep: Class 30 contains 39129 members 
Mstep: Class 31 contains 2340 members 
Mstep: Class 32 contains 10540 members 
Mstep: Class 33 contains 8096 members 
Mstep: Class 34 contains 217708 members 
Mstep: Class 35 contains 170898 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412352.000000 Penalty: 136683.125000
Iteration 254Q: 39 clusters Score -2.354124e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58541 members 
Mstep: Class 2 contains 156284 members 
Mstep: Class 3 contains 7346 members 
Mstep: Class 4 contains 179370 members 
Mstep: Class 5 contains 11136 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31587 members 
Mstep: Class 8 contains 23738 members 
Mstep: Class 9 contains 187844 members 
Mstep: Class 10 contains 6577 members 
Mstep: Class 11 contains 38262 members 
Mstep: Class 12 contains 8726 members 
Mstep: Class 13 contains 10595 members 
Mstep: Class 14 contains 8027 members 
Mstep: Class 15 contains 8414 members 
Mstep: Class 16 contains 10388 members 
Mstep: Class 17 contains 69630 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12331 members 
Mstep: Class 20 contains 2962 members 
Mstep: Class 21 contains 284570 members 
Mstep: Class 22 contains 40975 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282892 members 
Mstep: Class 25 contains 16096 members 
Mstep: Class 26 contains 21588 members 
Mstep: Class 27 contains 16553 members 
Mstep: Class 28 contains 11373 members 
Mstep: Class 29 contains 6180 members 
Mstep: Class 30 contains 39116 members 
Mstep: Class 31 contains 2341 members 
Mstep: Class 32 contains 10540 members 
Mstep: Class 33 contains 8090 members 
Mstep: Class 34 contains 217725 members 
Mstep: Class 35 contains 170904 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412336.000000 Penalty: 136683.125000
Iteration 255Q: 39 clusters Score -2.354123e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58541 members 
Mstep: Class 2 contains 156285 members 
Mstep: Class 3 contains 7347 members 
Mstep: Class 4 contains 179373 members 
Mstep: Class 5 contains 11136 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31589 members 
Mstep: Class 8 contains 23775 members 
Mstep: Class 9 contains 187841 members 
Mstep: Class 10 contains 6577 members 
Mstep: Class 11 contains 38268 members 
Mstep: Class 12 contains 8727 members 
Mstep: Class 13 contains 10596 members 
Mstep: Class 14 contains 8027 members 
Mstep: Class 15 contains 8414 members 
Mstep: Class 16 contains 10393 members 
Mstep: Class 17 contains 69634 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12331 members 
Mstep: Class 20 contains 2962 members 
Mstep: Class 21 contains 284481 members 
Mstep: Class 22 contains 40977 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282899 members 
Mstep: Class 25 contains 16095 members 
Mstep: Class 26 contains 21588 members 
Mstep: Class 27 contains 16554 members 
Mstep: Class 28 contains 11373 members 
Mstep: Class 29 contains 6184 members 
Mstep: Class 30 contains 39109 members 
Mstep: Class 31 contains 2344 members 
Mstep: Class 32 contains 10540 members 
Mstep: Class 33 contains 8090 members 
Mstep: Class 34 contains 217738 members 
Mstep: Class 35 contains 170912 members 
Mstep: Class 36 contains 10322 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412256.000000 Penalty: 136683.125000
Iteration 256Q: 39 clusters Score -2.354123e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58540 members 
Mstep: Class 2 contains 156286 members 
Mstep: Class 3 contains 7350 members 
Mstep: Class 4 contains 179378 members 
Mstep: Class 5 contains 11137 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31589 members 
Mstep: Class 8 contains 23822 members 
Mstep: Class 9 contains 187845 members 
Mstep: Class 10 contains 6578 members 
Mstep: Class 11 contains 38270 members 
Mstep: Class 12 contains 8728 members 
Mstep: Class 13 contains 10594 members 
Mstep: Class 14 contains 8027 members 
Mstep: Class 15 contains 8414 members 
Mstep: Class 16 contains 10397 members 
Mstep: Class 17 contains 69637 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12332 members 
Mstep: Class 20 contains 2961 members 
Mstep: Class 21 contains 284381 members 
Mstep: Class 22 contains 40974 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282905 members 
Mstep: Class 25 contains 16093 members 
Mstep: Class 26 contains 21588 members 
Mstep: Class 27 contains 16555 members 
Mstep: Class 28 contains 11374 members 
Mstep: Class 29 contains 6187 members 
Mstep: Class 30 contains 39101 members 
Mstep: Class 31 contains 2351 members 
Mstep: Class 32 contains 10540 members 
Mstep: Class 33 contains 8090 members 
Mstep: Class 34 contains 217766 members 
Mstep: Class 35 contains 170907 members 
Mstep: Class 36 contains 10322 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412016.000000 Penalty: 136683.125000
Iteration 257Q: 39 clusters Score -2.35412e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58539 members 
Mstep: Class 2 contains 156289 members 
Mstep: Class 3 contains 7353 members 
Mstep: Class 4 contains 179371 members 
Mstep: Class 5 contains 11141 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31588 members 
Mstep: Class 8 contains 23867 members 
Mstep: Class 9 contains 187856 members 
Mstep: Class 10 contains 6578 members 
Mstep: Class 11 contains 38265 members 
Mstep: Class 12 contains 8729 members 
Mstep: Class 13 contains 10593 members 
Mstep: Class 14 contains 8027 members 
Mstep: Class 15 contains 8414 members 
Mstep: Class 16 contains 10396 members 
Mstep: Class 17 contains 69642 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12335 members 
Mstep: Class 20 contains 2961 members 
Mstep: Class 21 contains 284317 members 
Mstep: Class 22 contains 40971 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282907 members 
Mstep: Class 25 contains 16091 members 
Mstep: Class 26 contains 21589 members 
Mstep: Class 27 contains 16550 members 
Mstep: Class 28 contains 11378 members 
Mstep: Class 29 contains 6191 members 
Mstep: Class 30 contains 39096 members 
Mstep: Class 31 contains 2354 members 
Mstep: Class 32 contains 10540 members 
Mstep: Class 33 contains 8091 members 
Mstep: Class 34 contains 217777 members 
Mstep: Class 35 contains 170900 members 
Mstep: Class 36 contains 10322 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412048.000000 Penalty: 136683.125000
Iteration 258Q: 39 clusters Score -2.35412e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58535 members 
Mstep: Class 2 contains 156290 members 
Mstep: Class 3 contains 7353 members 
Mstep: Class 4 contains 179373 members 
Mstep: Class 5 contains 11145 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31588 members 
Mstep: Class 8 contains 23920 members 
Mstep: Class 9 contains 187868 members 
Mstep: Class 10 contains 6578 members 
Mstep: Class 11 contains 38265 members 
Mstep: Class 12 contains 8730 members 
Mstep: Class 13 contains 10592 members 
Mstep: Class 14 contains 8027 members 
Mstep: Class 15 contains 8415 members 
Mstep: Class 16 contains 10396 members 
Mstep: Class 17 contains 69646 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12336 members 
Mstep: Class 20 contains 2959 members 
Mstep: Class 21 contains 284234 members 
Mstep: Class 22 contains 40975 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282908 members 
Mstep: Class 25 contains 16088 members 
Mstep: Class 26 contains 21590 members 
Mstep: Class 27 contains 16546 members 
Mstep: Class 28 contains 11379 members 
Mstep: Class 29 contains 6194 members 
Mstep: Class 30 contains 39082 members 
Mstep: Class 31 contains 2356 members 
Mstep: Class 32 contains 10540 members 
Mstep: Class 33 contains 8093 members 
Mstep: Class 34 contains 217796 members 
Mstep: Class 35 contains 170900 members 
Mstep: Class 36 contains 10322 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412576.000000 Penalty: 136683.125000
Iteration 259Q: 39 clusters Score -2.354126e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58532 members 
Mstep: Class 2 contains 156290 members 
Mstep: Class 3 contains 7353 members 
Mstep: Class 4 contains 179373 members 
Mstep: Class 5 contains 11149 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31588 members 
Mstep: Class 8 contains 23981 members 
Mstep: Class 9 contains 187875 members 
Mstep: Class 10 contains 6578 members 
Mstep: Class 11 contains 38264 members 
Mstep: Class 12 contains 8730 members 
Mstep: Class 13 contains 10592 members 
Mstep: Class 14 contains 8028 members 
Mstep: Class 15 contains 8415 members 
Mstep: Class 16 contains 10392 members 
Mstep: Class 17 contains 69656 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12336 members 
Mstep: Class 20 contains 2959 members 
Mstep: Class 21 contains 284150 members 
Mstep: Class 22 contains 40977 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282912 members 
Mstep: Class 25 contains 16086 members 
Mstep: Class 26 contains 21590 members 
Mstep: Class 27 contains 16544 members 
Mstep: Class 28 contains 11378 members 
Mstep: Class 29 contains 6195 members 
Mstep: Class 30 contains 39065 members 
Mstep: Class 31 contains 2357 members 
Mstep: Class 32 contains 10540 members 
Mstep: Class 33 contains 8092 members 
Mstep: Class 34 contains 217816 members 
Mstep: Class 35 contains 170904 members 
Mstep: Class 36 contains 10322 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412336.000000 Penalty: 136683.125000
Iteration 260F: 39 clusters Score -2.354123e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58530 members 
Mstep: Class 2 contains 156292 members 
Mstep: Class 3 contains 7352 members 
Mstep: Class 4 contains 179373 members 
Mstep: Class 5 contains 11153 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31588 members 
Mstep: Class 8 contains 24036 members 
Mstep: Class 9 contains 187885 members 
Mstep: Class 10 contains 6578 members 
Mstep: Class 11 contains 38261 members 
Mstep: Class 12 contains 8729 members 
Mstep: Class 13 contains 10591 members 
Mstep: Class 14 contains 8030 members 
Mstep: Class 15 contains 8415 members 
Mstep: Class 16 contains 10390 members 
Mstep: Class 17 contains 69654 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12338 members 
Mstep: Class 20 contains 2959 members 
Mstep: Class 21 contains 284059 members 
Mstep: Class 22 contains 40978 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282918 members 
Mstep: Class 25 contains 16086 members 
Mstep: Class 26 contains 21590 members 
Mstep: Class 27 contains 16546 members 
Mstep: Class 28 contains 11376 members 
Mstep: Class 29 contains 6197 members 
Mstep: Class 30 contains 39054 members 
Mstep: Class 31 contains 2361 members 
Mstep: Class 32 contains 10540 members 
Mstep: Class 33 contains 8091 members 
Mstep: Class 34 contains 217841 members 
Mstep: Class 35 contains 170904 members 
Mstep: Class 36 contains 10322 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412432.000000 Penalty: 136683.125000
Iteration 261Q: 39 clusters Score -2.354124e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58526 members 
Mstep: Class 2 contains 156298 members 
Mstep: Class 3 contains 7349 members 
Mstep: Class 4 contains 179362 members 
Mstep: Class 5 contains 11157 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31589 members 
Mstep: Class 8 contains 24088 members 
Mstep: Class 9 contains 187889 members 
Mstep: Class 10 contains 6579 members 
Mstep: Class 11 contains 38257 members 
Mstep: Class 12 contains 8732 members 
Mstep: Class 13 contains 10590 members 
Mstep: Class 14 contains 8030 members 
Mstep: Class 15 contains 8417 members 
Mstep: Class 16 contains 10389 members 
Mstep: Class 17 contains 69658 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12338 members 
Mstep: Class 20 contains 2959 members 
Mstep: Class 21 contains 283961 members 
Mstep: Class 22 contains 40975 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282920 members 
Mstep: Class 25 contains 16086 members 
Mstep: Class 26 contains 21590 members 
Mstep: Class 27 contains 16549 members 
Mstep: Class 28 contains 11375 members 
Mstep: Class 29 contains 6195 members 
Mstep: Class 30 contains 39051 members 
Mstep: Class 31 contains 2366 members 
Mstep: Class 32 contains 10541 members 
Mstep: Class 33 contains 8091 members 
Mstep: Class 34 contains 217884 members 
Mstep: Class 35 contains 170903 members 
Mstep: Class 36 contains 10322 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412560.000000 Penalty: 136683.125000
Iteration 262Q: 39 clusters Score -2.354126e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58524 members 
Mstep: Class 2 contains 156301 members 
Mstep: Class 3 contains 7348 members 
Mstep: Class 4 contains 179367 members 
Mstep: Class 5 contains 11159 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31588 members 
Mstep: Class 8 contains 24137 members 
Mstep: Class 9 contains 187894 members 
Mstep: Class 10 contains 6579 members 
Mstep: Class 11 contains 38256 members 
Mstep: Class 12 contains 8732 members 
Mstep: Class 13 contains 10590 members 
Mstep: Class 14 contains 8031 members 
Mstep: Class 15 contains 8418 members 
Mstep: Class 16 contains 10391 members 
Mstep: Class 17 contains 69662 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12338 members 
Mstep: Class 20 contains 2959 members 
Mstep: Class 21 contains 283835 members 
Mstep: Class 22 contains 40979 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282927 members 
Mstep: Class 25 contains 16085 members 
Mstep: Class 26 contains 21588 members 
Mstep: Class 27 contains 16546 members 
Mstep: Class 28 contains 11375 members 
Mstep: Class 29 contains 6197 members 
Mstep: Class 30 contains 39049 members 
Mstep: Class 31 contains 2367 members 
Mstep: Class 32 contains 10542 members 
Mstep: Class 33 contains 8088 members 
Mstep: Class 34 contains 217934 members 
Mstep: Class 35 contains 170907 members 
Mstep: Class 36 contains 10322 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412384.000000 Penalty: 136683.125000
Iteration 263Q: 39 clusters Score -2.354124e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58524 members 
Mstep: Class 2 contains 156298 members 
Mstep: Class 3 contains 7348 members 
Mstep: Class 4 contains 179365 members 
Mstep: Class 5 contains 11163 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31588 members 
Mstep: Class 8 contains 24181 members 
Mstep: Class 9 contains 187916 members 
Mstep: Class 10 contains 6577 members 
Mstep: Class 11 contains 38257 members 
Mstep: Class 12 contains 8731 members 
Mstep: Class 13 contains 10590 members 
Mstep: Class 14 contains 8032 members 
Mstep: Class 15 contains 8419 members 
Mstep: Class 16 contains 10393 members 
Mstep: Class 17 contains 69663 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12336 members 
Mstep: Class 20 contains 2957 members 
Mstep: Class 21 contains 283708 members 
Mstep: Class 22 contains 40982 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282935 members 
Mstep: Class 25 contains 16085 members 
Mstep: Class 26 contains 21587 members 
Mstep: Class 27 contains 16549 members 
Mstep: Class 28 contains 11374 members 
Mstep: Class 29 contains 6197 members 
Mstep: Class 30 contains 39036 members 
Mstep: Class 31 contains 2370 members 
Mstep: Class 32 contains 10542 members 
Mstep: Class 33 contains 8088 members 
Mstep: Class 34 contains 217989 members 
Mstep: Class 35 contains 170910 members 
Mstep: Class 36 contains 10322 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412256.000000 Penalty: 136683.125000
Iteration 264Q: 39 clusters Score -2.354123e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58523 members 
Mstep: Class 2 contains 156301 members 
Mstep: Class 3 contains 7349 members 
Mstep: Class 4 contains 179373 members 
Mstep: Class 5 contains 11165 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31586 members 
Mstep: Class 8 contains 24226 members 
Mstep: Class 9 contains 187928 members 
Mstep: Class 10 contains 6576 members 
Mstep: Class 11 contains 38259 members 
Mstep: Class 12 contains 8734 members 
Mstep: Class 13 contains 10592 members 
Mstep: Class 14 contains 8034 members 
Mstep: Class 15 contains 8419 members 
Mstep: Class 16 contains 10400 members 
Mstep: Class 17 contains 69662 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12339 members 
Mstep: Class 20 contains 2960 members 
Mstep: Class 21 contains 283597 members 
Mstep: Class 22 contains 40983 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282934 members 
Mstep: Class 25 contains 16085 members 
Mstep: Class 26 contains 21587 members 
Mstep: Class 27 contains 16554 members 
Mstep: Class 28 contains 11372 members 
Mstep: Class 29 contains 6198 members 
Mstep: Class 30 contains 39027 members 
Mstep: Class 31 contains 2373 members 
Mstep: Class 32 contains 10542 members 
Mstep: Class 33 contains 8087 members 
Mstep: Class 34 contains 218014 members 
Mstep: Class 35 contains 170909 members 
Mstep: Class 36 contains 10322 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412048.000000 Penalty: 136683.125000
Iteration 265Q: 39 clusters Score -2.35412e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58524 members 
Mstep: Class 2 contains 156306 members 
Mstep: Class 3 contains 7350 members 
Mstep: Class 4 contains 179380 members 
Mstep: Class 5 contains 11167 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31586 members 
Mstep: Class 8 contains 24268 members 
Mstep: Class 9 contains 187942 members 
Mstep: Class 10 contains 6572 members 
Mstep: Class 11 contains 38259 members 
Mstep: Class 12 contains 8736 members 
Mstep: Class 13 contains 10592 members 
Mstep: Class 14 contains 8034 members 
Mstep: Class 15 contains 8419 members 
Mstep: Class 16 contains 10401 members 
Mstep: Class 17 contains 69667 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12340 members 
Mstep: Class 20 contains 2961 members 
Mstep: Class 21 contains 283494 members 
Mstep: Class 22 contains 40982 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282941 members 
Mstep: Class 25 contains 16085 members 
Mstep: Class 26 contains 21587 members 
Mstep: Class 27 contains 16559 members 
Mstep: Class 28 contains 11371 members 
Mstep: Class 29 contains 6198 members 
Mstep: Class 30 contains 39023 members 
Mstep: Class 31 contains 2372 members 
Mstep: Class 32 contains 10542 members 
Mstep: Class 33 contains 8087 members 
Mstep: Class 34 contains 218028 members 
Mstep: Class 35 contains 170913 members 
Mstep: Class 36 contains 10322 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412176.000000 Penalty: 136683.125000
Iteration 266Q: 39 clusters Score -2.354122e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58526 members 
Mstep: Class 2 contains 156307 members 
Mstep: Class 3 contains 7349 members 
Mstep: Class 4 contains 179393 members 
Mstep: Class 5 contains 11169 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31586 members 
Mstep: Class 8 contains 24303 members 
Mstep: Class 9 contains 187951 members 
Mstep: Class 10 contains 6572 members 
Mstep: Class 11 contains 38264 members 
Mstep: Class 12 contains 8736 members 
Mstep: Class 13 contains 10594 members 
Mstep: Class 14 contains 8033 members 
Mstep: Class 15 contains 8419 members 
Mstep: Class 16 contains 10404 members 
Mstep: Class 17 contains 69667 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12340 members 
Mstep: Class 20 contains 2959 members 
Mstep: Class 21 contains 283390 members 
Mstep: Class 22 contains 40983 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282944 members 
Mstep: Class 25 contains 16085 members 
Mstep: Class 26 contains 21587 members 
Mstep: Class 27 contains 16562 members 
Mstep: Class 28 contains 11372 members 
Mstep: Class 29 contains 6200 members 
Mstep: Class 30 contains 39021 members 
Mstep: Class 31 contains 2369 members 
Mstep: Class 32 contains 10542 members 
Mstep: Class 33 contains 8087 members 
Mstep: Class 34 contains 218060 members 
Mstep: Class 35 contains 170908 members 
Mstep: Class 36 contains 10322 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412288.000000 Penalty: 136683.125000
Iteration 267Q: 39 clusters Score -2.354123e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58525 members 
Mstep: Class 2 contains 156308 members 
Mstep: Class 3 contains 7350 members 
Mstep: Class 4 contains 179400 members 
Mstep: Class 5 contains 11171 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31585 members 
Mstep: Class 8 contains 24342 members 
Mstep: Class 9 contains 187956 members 
Mstep: Class 10 contains 6571 members 
Mstep: Class 11 contains 38263 members 
Mstep: Class 12 contains 8738 members 
Mstep: Class 13 contains 10595 members 
Mstep: Class 14 contains 8033 members 
Mstep: Class 15 contains 8419 members 
Mstep: Class 16 contains 10410 members 
Mstep: Class 17 contains 69666 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12340 members 
Mstep: Class 20 contains 2957 members 
Mstep: Class 21 contains 283308 members 
Mstep: Class 22 contains 40982 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282946 members 
Mstep: Class 25 contains 16085 members 
Mstep: Class 26 contains 21587 members 
Mstep: Class 27 contains 16564 members 
Mstep: Class 28 contains 11373 members 
Mstep: Class 29 contains 6201 members 
Mstep: Class 30 contains 39020 members 
Mstep: Class 31 contains 2369 members 
Mstep: Class 32 contains 10542 members 
Mstep: Class 33 contains 8088 members 
Mstep: Class 34 contains 218089 members 
Mstep: Class 35 contains 170902 members 
Mstep: Class 36 contains 10322 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412336.000000 Penalty: 136683.125000
Iteration 268Q: 39 clusters Score -2.354123e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58527 members 
Mstep: Class 2 contains 156311 members 
Mstep: Class 3 contains 7350 members 
Mstep: Class 4 contains 179407 members 
Mstep: Class 5 contains 11170 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31581 members 
Mstep: Class 8 contains 24387 members 
Mstep: Class 9 contains 187945 members 
Mstep: Class 10 contains 6571 members 
Mstep: Class 11 contains 38262 members 
Mstep: Class 12 contains 8740 members 
Mstep: Class 13 contains 10593 members 
Mstep: Class 14 contains 8033 members 
Mstep: Class 15 contains 8419 members 
Mstep: Class 16 contains 10419 members 
Mstep: Class 17 contains 69666 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12342 members 
Mstep: Class 20 contains 2957 members 
Mstep: Class 21 contains 283205 members 
Mstep: Class 22 contains 40986 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282953 members 
Mstep: Class 25 contains 16087 members 
Mstep: Class 26 contains 21587 members 
Mstep: Class 27 contains 16566 members 
Mstep: Class 28 contains 11372 members 
Mstep: Class 29 contains 6202 members 
Mstep: Class 30 contains 39020 members 
Mstep: Class 31 contains 2370 members 
Mstep: Class 32 contains 10542 members 
Mstep: Class 33 contains 8089 members 
Mstep: Class 34 contains 218130 members 
Mstep: Class 35 contains 170896 members 
Mstep: Class 36 contains 10322 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412256.000000 Penalty: 136683.125000
Iteration 269Q: 39 clusters Score -2.354123e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58529 members 
Mstep: Class 2 contains 156309 members 
Mstep: Class 3 contains 7350 members 
Mstep: Class 4 contains 179408 members 
Mstep: Class 5 contains 11173 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31578 members 
Mstep: Class 8 contains 24433 members 
Mstep: Class 9 contains 187948 members 
Mstep: Class 10 contains 6570 members 
Mstep: Class 11 contains 38265 members 
Mstep: Class 12 contains 8742 members 
Mstep: Class 13 contains 10593 members 
Mstep: Class 14 contains 8033 members 
Mstep: Class 15 contains 8419 members 
Mstep: Class 16 contains 10421 members 
Mstep: Class 17 contains 69669 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12344 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 283114 members 
Mstep: Class 22 contains 40988 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282957 members 
Mstep: Class 25 contains 16088 members 
Mstep: Class 26 contains 21587 members 
Mstep: Class 27 contains 16571 members 
Mstep: Class 28 contains 11372 members 
Mstep: Class 29 contains 6203 members 
Mstep: Class 30 contains 39027 members 
Mstep: Class 31 contains 2368 members 
Mstep: Class 32 contains 10542 members 
Mstep: Class 33 contains 8091 members 
Mstep: Class 34 contains 218148 members 
Mstep: Class 35 contains 170891 members 
Mstep: Class 36 contains 10322 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412176.000000 Penalty: 136683.125000
Iteration 270Q: 39 clusters Score -2.354122e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58530 members 
Mstep: Class 2 contains 156308 members 
Mstep: Class 3 contains 7349 members 
Mstep: Class 4 contains 179411 members 
Mstep: Class 5 contains 11173 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31578 members 
Mstep: Class 8 contains 24480 members 
Mstep: Class 9 contains 187944 members 
Mstep: Class 10 contains 6570 members 
Mstep: Class 11 contains 38262 members 
Mstep: Class 12 contains 8742 members 
Mstep: Class 13 contains 10594 members 
Mstep: Class 14 contains 8032 members 
Mstep: Class 15 contains 8419 members 
Mstep: Class 16 contains 10425 members 
Mstep: Class 17 contains 69671 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12345 members 
Mstep: Class 20 contains 2951 members 
Mstep: Class 21 contains 283053 members 
Mstep: Class 22 contains 40990 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282956 members 
Mstep: Class 25 contains 16088 members 
Mstep: Class 26 contains 21587 members 
Mstep: Class 27 contains 16571 members 
Mstep: Class 28 contains 11370 members 
Mstep: Class 29 contains 6204 members 
Mstep: Class 30 contains 39023 members 
Mstep: Class 31 contains 2362 members 
Mstep: Class 32 contains 10542 members 
Mstep: Class 33 contains 8092 members 
Mstep: Class 34 contains 218168 members 
Mstep: Class 35 contains 170895 members 
Mstep: Class 36 contains 10322 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412256.000000 Penalty: 136683.125000
Iteration 271Q: 39 clusters Score -2.354123e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58536 members 
Mstep: Class 2 contains 156305 members 
Mstep: Class 3 contains 7350 members 
Mstep: Class 4 contains 179418 members 
Mstep: Class 5 contains 11173 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31578 members 
Mstep: Class 8 contains 24521 members 
Mstep: Class 9 contains 187937 members 
Mstep: Class 10 contains 6570 members 
Mstep: Class 11 contains 38257 members 
Mstep: Class 12 contains 8743 members 
Mstep: Class 13 contains 10592 members 
Mstep: Class 14 contains 8033 members 
Mstep: Class 15 contains 8421 members 
Mstep: Class 16 contains 10426 members 
Mstep: Class 17 contains 69665 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12348 members 
Mstep: Class 20 contains 2951 members 
Mstep: Class 21 contains 282972 members 
Mstep: Class 22 contains 40992 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282956 members 
Mstep: Class 25 contains 16088 members 
Mstep: Class 26 contains 21587 members 
Mstep: Class 27 contains 16571 members 
Mstep: Class 28 contains 11367 members 
Mstep: Class 29 contains 6204 members 
Mstep: Class 30 contains 39018 members 
Mstep: Class 31 contains 2365 members 
Mstep: Class 32 contains 10542 members 
Mstep: Class 33 contains 8094 members 
Mstep: Class 34 contains 218208 members 
Mstep: Class 35 contains 170896 members 
Mstep: Class 36 contains 10322 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412480.000000 Penalty: 136683.125000
Iteration 272Q: 39 clusters Score -2.354125e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58541 members 
Mstep: Class 2 contains 156307 members 
Mstep: Class 3 contains 7351 members 
Mstep: Class 4 contains 179420 members 
Mstep: Class 5 contains 11172 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31581 members 
Mstep: Class 8 contains 24556 members 
Mstep: Class 9 contains 187936 members 
Mstep: Class 10 contains 6570 members 
Mstep: Class 11 contains 38251 members 
Mstep: Class 12 contains 8743 members 
Mstep: Class 13 contains 10593 members 
Mstep: Class 14 contains 8033 members 
Mstep: Class 15 contains 8422 members 
Mstep: Class 16 contains 10428 members 
Mstep: Class 17 contains 69662 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12349 members 
Mstep: Class 20 contains 2951 members 
Mstep: Class 21 contains 282893 members 
Mstep: Class 22 contains 40992 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282959 members 
Mstep: Class 25 contains 16088 members 
Mstep: Class 26 contains 21587 members 
Mstep: Class 27 contains 16575 members 
Mstep: Class 28 contains 11365 members 
Mstep: Class 29 contains 6205 members 
Mstep: Class 30 contains 39012 members 
Mstep: Class 31 contains 2369 members 
Mstep: Class 32 contains 10543 members 
Mstep: Class 33 contains 8094 members 
Mstep: Class 34 contains 218241 members 
Mstep: Class 35 contains 170894 members 
Mstep: Class 36 contains 10322 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412496.000000 Penalty: 136683.125000
Iteration 273Q: 39 clusters Score -2.354125e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58544 members 
Mstep: Class 2 contains 156307 members 
Mstep: Class 3 contains 7351 members 
Mstep: Class 4 contains 179424 members 
Mstep: Class 5 contains 11174 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31585 members 
Mstep: Class 8 contains 24585 members 
Mstep: Class 9 contains 187935 members 
Mstep: Class 10 contains 6570 members 
Mstep: Class 11 contains 38249 members 
Mstep: Class 12 contains 8744 members 
Mstep: Class 13 contains 10591 members 
Mstep: Class 14 contains 8033 members 
Mstep: Class 15 contains 8422 members 
Mstep: Class 16 contains 10433 members 
Mstep: Class 17 contains 69662 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12352 members 
Mstep: Class 20 contains 2951 members 
Mstep: Class 21 contains 282817 members 
Mstep: Class 22 contains 40989 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282960 members 
Mstep: Class 25 contains 16087 members 
Mstep: Class 26 contains 21587 members 
Mstep: Class 27 contains 16577 members 
Mstep: Class 28 contains 11362 members 
Mstep: Class 29 contains 6206 members 
Mstep: Class 30 contains 39006 members 
Mstep: Class 31 contains 2372 members 
Mstep: Class 32 contains 10543 members 
Mstep: Class 33 contains 8095 members 
Mstep: Class 34 contains 218269 members 
Mstep: Class 35 contains 170900 members 
Mstep: Class 36 contains 10322 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412576.000000 Penalty: 136683.125000
Iteration 274Q: 39 clusters Score -2.354126e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58543 members 
Mstep: Class 2 contains 156308 members 
Mstep: Class 3 contains 7349 members 
Mstep: Class 4 contains 179428 members 
Mstep: Class 5 contains 11174 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31584 members 
Mstep: Class 8 contains 24617 members 
Mstep: Class 9 contains 187935 members 
Mstep: Class 10 contains 6570 members 
Mstep: Class 11 contains 38242 members 
Mstep: Class 12 contains 8744 members 
Mstep: Class 13 contains 10592 members 
Mstep: Class 14 contains 8033 members 
Mstep: Class 15 contains 8422 members 
Mstep: Class 16 contains 10439 members 
Mstep: Class 17 contains 69664 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12352 members 
Mstep: Class 20 contains 2951 members 
Mstep: Class 21 contains 282743 members 
Mstep: Class 22 contains 40988 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282961 members 
Mstep: Class 25 contains 16087 members 
Mstep: Class 26 contains 21588 members 
Mstep: Class 27 contains 16575 members 
Mstep: Class 28 contains 11360 members 
Mstep: Class 29 contains 6210 members 
Mstep: Class 30 contains 38999 members 
Mstep: Class 31 contains 2376 members 
Mstep: Class 32 contains 10543 members 
Mstep: Class 33 contains 8096 members 
Mstep: Class 34 contains 218312 members 
Mstep: Class 35 contains 170897 members 
Mstep: Class 36 contains 10322 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412528.000000 Penalty: 136683.125000
Iteration 275Q: 39 clusters Score -2.354125e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58543 members 
Mstep: Class 2 contains 156308 members 
Mstep: Class 3 contains 7349 members 
Mstep: Class 4 contains 179433 members 
Mstep: Class 5 contains 11172 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31584 members 
Mstep: Class 8 contains 24643 members 
Mstep: Class 9 contains 187936 members 
Mstep: Class 10 contains 6570 members 
Mstep: Class 11 contains 38229 members 
Mstep: Class 12 contains 8743 members 
Mstep: Class 13 contains 10593 members 
Mstep: Class 14 contains 8034 members 
Mstep: Class 15 contains 8421 members 
Mstep: Class 16 contains 10445 members 
Mstep: Class 17 contains 69663 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12352 members 
Mstep: Class 20 contains 2952 members 
Mstep: Class 21 contains 282682 members 
Mstep: Class 22 contains 40988 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282963 members 
Mstep: Class 25 contains 16086 members 
Mstep: Class 26 contains 21587 members 
Mstep: Class 27 contains 16575 members 
Mstep: Class 28 contains 11359 members 
Mstep: Class 29 contains 6213 members 
Mstep: Class 30 contains 38996 members 
Mstep: Class 31 contains 2380 members 
Mstep: Class 32 contains 10543 members 
Mstep: Class 33 contains 8098 members 
Mstep: Class 34 contains 218344 members 
Mstep: Class 35 contains 170897 members 
Mstep: Class 36 contains 10322 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412752.000000 Penalty: 136683.125000
Iteration 276Q: 39 clusters Score -2.354128e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58542 members 
Mstep: Class 2 contains 156310 members 
Mstep: Class 3 contains 7350 members 
Mstep: Class 4 contains 179437 members 
Mstep: Class 5 contains 11171 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31583 members 
Mstep: Class 8 contains 24690 members 
Mstep: Class 9 contains 187934 members 
Mstep: Class 10 contains 6570 members 
Mstep: Class 11 contains 38222 members 
Mstep: Class 12 contains 8741 members 
Mstep: Class 13 contains 10593 members 
Mstep: Class 14 contains 8034 members 
Mstep: Class 15 contains 8422 members 
Mstep: Class 16 contains 10453 members 
Mstep: Class 17 contains 69663 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12352 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 282601 members 
Mstep: Class 22 contains 40988 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282967 members 
Mstep: Class 25 contains 16086 members 
Mstep: Class 26 contains 21587 members 
Mstep: Class 27 contains 16577 members 
Mstep: Class 28 contains 11357 members 
Mstep: Class 29 contains 6216 members 
Mstep: Class 30 contains 38981 members 
Mstep: Class 31 contains 2384 members 
Mstep: Class 32 contains 10543 members 
Mstep: Class 33 contains 8097 members 
Mstep: Class 34 contains 218381 members 
Mstep: Class 35 contains 170894 members 
Mstep: Class 36 contains 10323 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412656.000000 Penalty: 136683.125000
Iteration 277Q: 39 clusters Score -2.354127e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58544 members 
Mstep: Class 2 contains 156310 members 
Mstep: Class 3 contains 7351 members 
Mstep: Class 4 contains 179440 members 
Mstep: Class 5 contains 11171 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31582 members 
Mstep: Class 8 contains 24751 members 
Mstep: Class 9 contains 187932 members 
Mstep: Class 10 contains 6570 members 
Mstep: Class 11 contains 38215 members 
Mstep: Class 12 contains 8742 members 
Mstep: Class 13 contains 10592 members 
Mstep: Class 14 contains 8034 members 
Mstep: Class 15 contains 8421 members 
Mstep: Class 16 contains 10452 members 
Mstep: Class 17 contains 69663 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12354 members 
Mstep: Class 20 contains 2953 members 
Mstep: Class 21 contains 282507 members 
Mstep: Class 22 contains 40996 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282970 members 
Mstep: Class 25 contains 16086 members 
Mstep: Class 26 contains 21587 members 
Mstep: Class 27 contains 16576 members 
Mstep: Class 28 contains 11355 members 
Mstep: Class 29 contains 6219 members 
Mstep: Class 30 contains 38973 members 
Mstep: Class 31 contains 2387 members 
Mstep: Class 32 contains 10543 members 
Mstep: Class 33 contains 8099 members 
Mstep: Class 34 contains 218404 members 
Mstep: Class 35 contains 170901 members 
Mstep: Class 36 contains 10323 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412688.000000 Penalty: 136683.125000
Iteration 278Q: 39 clusters Score -2.354127e+08 nChanged 349
Entering ConstructFrom: 
Score: -235412688.000000 Penalty: 136683.125000
Entering ConstructFrom: 
Trying to split cluster 1 (58544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58544 members 
Entering Unmasked Estep 
Score: -7142828.500000 Penalty: 2722.428467
	Iteration 0F: 2 clusters Score -7142828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -7103572.500000 Penalty: 5444.856934
	Iteration 0F: 3 clusters Score -7103572 nChanged 27052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -7118642.000000 Penalty: 5444.856934
	Iteration 1F: 3 clusters Score -7118642 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29171 members 
Mstep: Class 2 contains 29373 members 
Entering Unmasked Estep 
Score: -7119417.500000 Penalty: 5444.856934
	Iteration 2Q: 3 clusters Score -7119418 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -7120306.500000 Penalty: 5444.856934
	Iteration 3Q: 3 clusters Score -7120306 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -7121312.500000 Penalty: 5444.856934
	Iteration 4Q: 3 clusters Score -7121312 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29671 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
Score: -7122370.500000 Penalty: 5444.856934
	Iteration 5Q: 3 clusters Score -7122370 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30286 members 
Mstep: Class 2 contains 28258 members 
Entering Unmasked Estep 
Score: -7123646.000000 Penalty: 5444.856934
	Iteration 6Q: 3 clusters Score -7123646 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31233 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -7125234.000000 Penalty: 5444.856934
	Iteration 7F: 3 clusters Score -7125234 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -7127106.500000 Penalty: 5444.856934
	Iteration 8F: 3 clusters Score -7127106 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34147 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -7129168.500000 Penalty: 5444.856934
	Iteration 9F: 3 clusters Score -7129168 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35823 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -7131242.000000 Penalty: 5444.856934
	Iteration 10F: 3 clusters Score -7131242 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37355 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -7132998.000000 Penalty: 5444.856934
	Iteration 11Q: 3 clusters Score -7132998 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38753 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -7134526.000000 Penalty: 5444.856934
	Iteration 12Q: 3 clusters Score -7134526 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39999 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -7135747.500000 Penalty: 5444.856934
	Iteration 13Q: 3 clusters Score -7135748 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41135 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -7136677.500000 Penalty: 5444.856934
	Iteration 14Q: 3 clusters Score -7136678 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42036 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -7137222.000000 Penalty: 5444.856934
	Iteration 15Q: 3 clusters Score -7137222 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42801 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -7137568.000000 Penalty: 5444.856934
	Iteration 16Q: 3 clusters Score -7137568 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43443 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -7137841.500000 Penalty: 5444.856934
	Iteration 17Q: 3 clusters Score -7137842 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44055 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -7138013.500000 Penalty: 5444.856934
	Iteration 18Q: 3 clusters Score -7138014 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44623 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -7138138.500000 Penalty: 5444.856934
	Iteration 19Q: 3 clusters Score -7138138 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45165 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -7138260.500000 Penalty: 5444.856934
	Iteration 20F: 3 clusters Score -7138260 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45648 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -7138313.000000 Penalty: 5444.856934
	Iteration 21Q: 3 clusters Score -7138313 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46096 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -7138408.500000 Penalty: 5444.856934
	Iteration 22Q: 3 clusters Score -7138408 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46516 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -7138495.500000 Penalty: 5444.856934
	Iteration 23Q: 3 clusters Score -7138496 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46951 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -7138591.000000 Penalty: 5444.856934
	Iteration 24Q: 3 clusters Score -7138591 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47369 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -7138665.500000 Penalty: 5444.856934
	Iteration 25Q: 3 clusters Score -7138666 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47830 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -7138745.000000 Penalty: 5444.856934
	Iteration 26Q: 3 clusters Score -7138745 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48307 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -7138860.500000 Penalty: 5444.856934
	Iteration 27Q: 3 clusters Score -7138860 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48828 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -7139008.500000 Penalty: 5444.856934
	Iteration 28Q: 3 clusters Score -7139008 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49322 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -7139129.000000 Penalty: 5444.856934
	Iteration 29Q: 3 clusters Score -7139129 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49802 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -7139255.000000 Penalty: 5444.856934
	Iteration 30Q: 3 clusters Score -7139255 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50268 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -7139382.500000 Penalty: 5444.856934
	Iteration 31Q: 3 clusters Score -7139382 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50699 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -7139506.000000 Penalty: 5444.856934
	Iteration 32Q: 3 clusters Score -7139506 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51104 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -7139625.500000 Penalty: 5444.856934
	Iteration 33Q: 3 clusters Score -7139626 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51522 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -7139755.500000 Penalty: 5444.856934
	Iteration 34Q: 3 clusters Score -7139756 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51931 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -7139885.000000 Penalty: 5444.856934
	Iteration 35Q: 3 clusters Score -7139885 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52369 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -7140015.500000 Penalty: 5444.856934
	Iteration 36Q: 3 clusters Score -7140016 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52786 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -7140134.000000 Penalty: 5444.856934
	Iteration 37Q: 3 clusters Score -7140134 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53188 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -7140264.500000 Penalty: 5444.856934
	Iteration 38Q: 3 clusters Score -7140264 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53567 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -7140416.000000 Penalty: 5444.856934
	Iteration 39Q: 3 clusters Score -7140416 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53923 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -7140524.000000 Penalty: 5444.856934
	Iteration 40F: 3 clusters Score -7140524 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54255 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -7140650.000000 Penalty: 5444.856934
	Iteration 41Q: 3 clusters Score -7140650 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54552 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -7140738.000000 Penalty: 5444.856934
	Iteration 42Q: 3 clusters Score -7140738 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54821 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -7140816.000000 Penalty: 5444.856934
	Iteration 43Q: 3 clusters Score -7140816 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55078 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -7140891.500000 Penalty: 5444.856934
	Iteration 44Q: 3 clusters Score -7140892 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55325 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -7140988.500000 Penalty: 5444.856934
	Iteration 45Q: 3 clusters Score -7140988 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55563 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -7141070.500000 Penalty: 5444.856934
	Iteration 46Q: 3 clusters Score -7141070 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55760 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -7141123.000000 Penalty: 5444.856934
	Iteration 47Q: 3 clusters Score -7141123 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55912 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -7141167.000000 Penalty: 5444.856934
	Iteration 48Q: 3 clusters Score -7141167 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56045 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -7141214.000000 Penalty: 5444.856934
	Iteration 49Q: 3 clusters Score -7141214 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56180 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -7141256.000000 Penalty: 5444.856934
	Iteration 50Q: 3 clusters Score -7141256 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56290 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -7141283.500000 Penalty: 5444.856934
	Iteration 51Q: 3 clusters Score -7141284 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56384 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -7141316.500000 Penalty: 5444.856934
	Iteration 52Q: 3 clusters Score -7141316 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56459 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -7141332.500000 Penalty: 5444.856934
	Iteration 53Q: 3 clusters Score -7141332 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56523 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -7141364.500000 Penalty: 5444.856934
	Iteration 54Q: 3 clusters Score -7141364 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56583 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -7141391.500000 Penalty: 5444.856934
	Iteration 55Q: 3 clusters Score -7141392 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56633 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -7141396.000000 Penalty: 5444.856934
	Iteration 56Q: 3 clusters Score -7141396 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56674 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -7141413.000000 Penalty: 5444.856934
	Iteration 57Q: 3 clusters Score -7141413 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56713 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -7141419.500000 Penalty: 5444.856934
	Iteration 58Q: 3 clusters Score -7141420 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56739 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -7141422.000000 Penalty: 5444.856934
	Iteration 59Q: 3 clusters Score -7141422 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56759 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -7141418.500000 Penalty: 5444.856934
	Iteration 60F: 3 clusters Score -7141418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56775 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -7141420.000000 Penalty: 5444.856934
	Iteration 61Q: 3 clusters Score -7141420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56789 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -7141426.000000 Penalty: 5444.856934
	Iteration 62Q: 3 clusters Score -7141426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56803 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -7141425.500000 Penalty: 5444.856934
	Iteration 63Q: 3 clusters Score -7141426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56813 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -7141433.000000 Penalty: 5444.856934
	Iteration 64Q: 3 clusters Score -7141433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56825 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -7141424.500000 Penalty: 5444.856934
	Iteration 65Q: 3 clusters Score -7141424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56837 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -7141420.000000 Penalty: 5444.856934
	Iteration 66Q: 3 clusters Score -7141420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56846 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -7141423.000000 Penalty: 5444.856934
	Iteration 67Q: 3 clusters Score -7141423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56858 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -7141422.500000 Penalty: 5444.856934
	Iteration 68Q: 3 clusters Score -7141422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56870 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -7141425.000000 Penalty: 5444.856934
	Iteration 69Q: 3 clusters Score -7141425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56882 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -7141429.000000 Penalty: 5444.856934
	Iteration 70Q: 3 clusters Score -7141429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56891 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -7141429.500000 Penalty: 5444.856934
	Iteration 71Q: 3 clusters Score -7141430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56902 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -7141435.500000 Penalty: 5444.856934
	Iteration 72Q: 3 clusters Score -7141436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56907 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -7141431.000000 Penalty: 5444.856934
	Iteration 73Q: 3 clusters Score -7141431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56913 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -7141437.500000 Penalty: 5444.856934
	Iteration 74Q: 3 clusters Score -7141438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56918 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -7141444.000000 Penalty: 5444.856934
	Iteration 75Q: 3 clusters Score -7141444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56926 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -7141436.500000 Penalty: 5444.856934
	Iteration 76Q: 3 clusters Score -7141436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56939 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -7141437.500000 Penalty: 5444.856934
	Iteration 77Q: 3 clusters Score -7141438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56944 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -7141439.000000 Penalty: 5444.856934
	Iteration 78Q: 3 clusters Score -7141439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56950 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -7141443.500000 Penalty: 5444.856934
	Iteration 79Q: 3 clusters Score -7141444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56954 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -7141445.500000 Penalty: 5444.856934
	Iteration 80F: 3 clusters Score -7141446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56958 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -7141451.000000 Penalty: 5444.856934
	Iteration 81Q: 3 clusters Score -7141451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56960 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -7141451.000000 Penalty: 5444.856934
	Iteration 82Q: 3 clusters Score -7141451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56960 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -7141451.000000 Penalty: 5444.856934
	Iteration 83F: 3 clusters Score -7141451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (156309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156309 members 
Entering Unmasked Estep 
Score: -19069128.000000 Penalty: 2965.978271
	Iteration 0F: 2 clusters Score -1.906913e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77984 members 
Mstep: Class 2 contains 78325 members 
Entering Unmasked Estep 
Score: -18964728.000000 Penalty: 5931.956543
	Iteration 0F: 3 clusters Score -1.896473e+07 nChanged 74692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74420 members 
Mstep: Class 2 contains 81889 members 
Entering Unmasked Estep 
Score: -19007918.000000 Penalty: 5931.956543
	Iteration 1F: 3 clusters Score -1.900792e+07 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71567 members 
Mstep: Class 2 contains 84742 members 
Entering Unmasked Estep 
Score: -19009338.000000 Penalty: 5931.956543
	Iteration 2Q: 3 clusters Score -1.900934e+07 nChanged 6283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67082 members 
Mstep: Class 2 contains 89227 members 
Entering Unmasked Estep 
Score: -19011640.000000 Penalty: 5931.956543
	Iteration 3Q: 3 clusters Score -1.901164e+07 nChanged 7960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60466 members 
Mstep: Class 2 contains 95843 members 
Entering Unmasked Estep 
Score: -19015230.000000 Penalty: 5931.956543
	Iteration 4F: 3 clusters Score -1.901523e+07 nChanged 10192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51224 members 
Mstep: Class 2 contains 105085 members 
Entering Unmasked Estep 
Score: -19021328.000000 Penalty: 5931.956543
	Iteration 5F: 3 clusters Score -1.902133e+07 nChanged 12098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 116447 members 
Entering Unmasked Estep 
Score: -19030206.000000 Penalty: 5931.956543
	Iteration 6F: 3 clusters Score -1.903021e+07 nChanged 12783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 128816 members 
Entering Unmasked Estep 
Score: -19041274.000000 Penalty: 5931.956543
	Iteration 7F: 3 clusters Score -1.904127e+07 nChanged 11288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 139968 members 
Entering Unmasked Estep 
Score: -19051684.000000 Penalty: 5931.956543
	Iteration 8F: 3 clusters Score -1.905168e+07 nChanged 8188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 148140 members 
Entering Unmasked Estep 
Score: -19059454.000000 Penalty: 5931.956543
	Iteration 9F: 3 clusters Score -1.905945e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 152732 members 
Entering Unmasked Estep 
Score: -19063572.000000 Penalty: 5931.956543
	Iteration 10Q: 3 clusters Score -1.906357e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 154775 members 
Entering Unmasked Estep 
Score: -19065404.000000 Penalty: 5931.956543
	Iteration 11Q: 3 clusters Score -1.90654e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 155502 members 
Entering Unmasked Estep 
Score: -19065998.000000 Penalty: 5931.956543
	Iteration 12Q: 3 clusters Score -1.9066e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 155761 members 
Entering Unmasked Estep 
Score: -19066210.000000 Penalty: 5931.956543
	Iteration 13Q: 3 clusters Score -1.906621e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 155872 members 
Entering Unmasked Estep 
Score: -19066336.000000 Penalty: 5931.956543
	Iteration 14Q: 3 clusters Score -1.906634e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 155915 members 
Entering Unmasked Estep 
Score: -19066424.000000 Penalty: 5931.956543
	Iteration 15Q: 3 clusters Score -1.906642e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 155950 members 
Entering Unmasked Estep 
Score: -19066484.000000 Penalty: 5931.956543
	Iteration 16Q: 3 clusters Score -1.906648e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 155965 members 
Entering Unmasked Estep 
Score: -19066516.000000 Penalty: 5931.956543
	Iteration 17Q: 3 clusters Score -1.906652e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 155973 members 
Entering Unmasked Estep 
Score: -19066528.000000 Penalty: 5931.956543
	Iteration 18Q: 3 clusters Score -1.906653e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 155981 members 
Entering Unmasked Estep 
Score: -19066560.000000 Penalty: 5931.956543
	Iteration 19Q: 3 clusters Score -1.906656e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 155990 members 
Entering Unmasked Estep 
Score: -19066546.000000 Penalty: 5931.956543
	Iteration 20F: 3 clusters Score -1.906655e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 155993 members 
Entering Unmasked Estep 
Score: -19066546.000000 Penalty: 5931.956543
	Iteration 21Q: 3 clusters Score -1.906655e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 155994 members 
Entering Unmasked Estep 
Score: -19066544.000000 Penalty: 5931.956543
	Iteration 22Q: 3 clusters Score -1.906654e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 155995 members 
Entering Unmasked Estep 
Score: -19066558.000000 Penalty: 5931.956543
	Iteration 23Q: 3 clusters Score -1.906656e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 155995 members 
Entering Unmasked Estep 
Score: -19066558.000000 Penalty: 5931.956543
	Iteration 24F: 3 clusters Score -1.906656e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Entering Unmasked Estep 
Score: -790025.500000 Penalty: 2207.842773
	Iteration 0F: 2 clusters Score -790025.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -784015.500000 Penalty: 4415.685547
	Iteration 0F: 3 clusters Score -784015.5 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -786054.375000 Penalty: 4415.685547
	Iteration 1F: 3 clusters Score -786054.4 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -786682.312500 Penalty: 4415.685547
	Iteration 2F: 3 clusters Score -786682.3 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -787260.750000 Penalty: 4415.685547
	Iteration 3F: 3 clusters Score -787260.8 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -787826.500000 Penalty: 4415.685547
	Iteration 4F: 3 clusters Score -787826.5 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -788323.437500 Penalty: 4415.685547
	Iteration 5F: 3 clusters Score -788323.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -788612.875000 Penalty: 4415.685547
	Iteration 6F: 3 clusters Score -788612.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -788784.312500 Penalty: 4415.685547
	Iteration 7Q: 3 clusters Score -788784.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -788884.250000 Penalty: 4415.685547
	Iteration 8Q: 3 clusters Score -788884.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -788988.187500 Penalty: 4415.685547
	Iteration 9Q: 3 clusters Score -788988.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -789067.125000 Penalty: 4415.685547
	Iteration 10Q: 3 clusters Score -789067.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -789114.062500 Penalty: 4415.685547
	Iteration 11Q: 3 clusters Score -789114.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -789146.500000 Penalty: 4415.685547
	Iteration 12Q: 3 clusters Score -789146.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -789169.437500 Penalty: 4415.685547
	Iteration 13Q: 3 clusters Score -789169.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -789197.500000 Penalty: 4415.685547
	Iteration 14Q: 3 clusters Score -789197.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -789214.000000 Penalty: 4415.685547
	Iteration 15Q: 3 clusters Score -789214 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -789235.625000 Penalty: 4415.685547
	Iteration 16Q: 3 clusters Score -789235.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -789253.250000 Penalty: 4415.685547
	Iteration 17Q: 3 clusters Score -789253.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -789272.875000 Penalty: 4415.685547
	Iteration 18Q: 3 clusters Score -789272.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -789292.750000 Penalty: 4415.685547
	Iteration 19Q: 3 clusters Score -789292.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -789319.250000 Penalty: 4415.685547
	Iteration 20F: 3 clusters Score -789319.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -789338.750000 Penalty: 4415.685547
	Iteration 21Q: 3 clusters Score -789338.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -789347.875000 Penalty: 4415.685547
	Iteration 22Q: 3 clusters Score -789347.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -789353.687500 Penalty: 4415.685547
	Iteration 23Q: 3 clusters Score -789353.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -789358.687500 Penalty: 4415.685547
	Iteration 24Q: 3 clusters Score -789358.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -789360.375000 Penalty: 4415.685547
	Iteration 25Q: 3 clusters Score -789360.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -789366.062500 Penalty: 4415.685547
	Iteration 26Q: 3 clusters Score -789366.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -789367.125000 Penalty: 4415.685547
	Iteration 27Q: 3 clusters Score -789367.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -789367.000000 Penalty: 4415.685547
	Iteration 28Q: 3 clusters Score -789367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -789369.125000 Penalty: 4415.685547
	Iteration 29Q: 3 clusters Score -789369.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -789371.187500 Penalty: 4415.685547
	Iteration 30Q: 3 clusters Score -789371.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -789370.812500 Penalty: 4415.685547
	Iteration 31Q: 3 clusters Score -789370.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -789375.187500 Penalty: 4415.685547
	Iteration 32Q: 3 clusters Score -789375.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -789373.625000 Penalty: 4415.685547
	Iteration 33Q: 3 clusters Score -789373.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -789372.125000 Penalty: 4415.685547
	Iteration 34Q: 3 clusters Score -789372.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -789374.500000 Penalty: 4415.685547
	Iteration 35Q: 3 clusters Score -789374.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -789374.687500 Penalty: 4415.685547
	Iteration 36Q: 3 clusters Score -789374.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -789375.437500 Penalty: 4415.685547
	Iteration 37Q: 3 clusters Score -789375.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -789374.875000 Penalty: 4415.685547
	Iteration 38Q: 3 clusters Score -789374.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -789376.937500 Penalty: 4415.685547
	Iteration 39Q: 3 clusters Score -789376.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -789376.750000 Penalty: 4415.685547
	Iteration 40F: 3 clusters Score -789376.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (179432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179432 members 
Entering Unmasked Estep 
Score: -21892522.000000 Penalty: 3000.192627
	Iteration 0F: 2 clusters Score -2.189252e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89585 members 
Mstep: Class 2 contains 89847 members 
Entering Unmasked Estep 
Score: -21772834.000000 Penalty: 6000.385254
	Iteration 0F: 3 clusters Score -2.177283e+07 nChanged 86158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87827 members 
Mstep: Class 2 contains 91605 members 
Entering Unmasked Estep 
Score: -21822970.000000 Penalty: 6000.385254
	Iteration 1F: 3 clusters Score -2.182297e+07 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86541 members 
Mstep: Class 2 contains 92891 members 
Entering Unmasked Estep 
Score: -21824228.000000 Penalty: 6000.385254
	Iteration 2Q: 3 clusters Score -2.182423e+07 nChanged 6023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84472 members 
Mstep: Class 2 contains 94960 members 
Entering Unmasked Estep 
Score: -21826024.000000 Penalty: 6000.385254
	Iteration 3Q: 3 clusters Score -2.182602e+07 nChanged 6836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81268 members 
Mstep: Class 2 contains 98164 members 
Entering Unmasked Estep 
Score: -21828510.000000 Penalty: 6000.385254
	Iteration 4Q: 3 clusters Score -2.182851e+07 nChanged 8159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76471 members 
Mstep: Class 2 contains 102961 members 
Entering Unmasked Estep 
Score: -21832158.000000 Penalty: 6000.385254
	Iteration 5Q: 3 clusters Score -2.183216e+07 nChanged 9945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69548 members 
Mstep: Class 2 contains 109884 members 
Entering Unmasked Estep 
Score: -21838050.000000 Penalty: 6000.385254
	Iteration 6F: 3 clusters Score -2.183805e+07 nChanged 11682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60508 members 
Mstep: Class 2 contains 118924 members 
Entering Unmasked Estep 
Score: -21846280.000000 Penalty: 6000.385254
	Iteration 7F: 3 clusters Score -2.184628e+07 nChanged 12259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50591 members 
Mstep: Class 2 contains 128841 members 
Entering Unmasked Estep 
Score: -21856530.000000 Penalty: 6000.385254
	Iteration 8F: 3 clusters Score -2.185653e+07 nChanged 11019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42100 members 
Mstep: Class 2 contains 137332 members 
Entering Unmasked Estep 
Score: -21866118.000000 Penalty: 6000.385254
	Iteration 9F: 3 clusters Score -2.186612e+07 nChanged 8626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36050 members 
Mstep: Class 2 contains 143382 members 
Entering Unmasked Estep 
Score: -21872820.000000 Penalty: 6000.385254
	Iteration 10Q: 3 clusters Score -2.187282e+07 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32003 members 
Mstep: Class 2 contains 147429 members 
Entering Unmasked Estep 
Score: -21876984.000000 Penalty: 6000.385254
	Iteration 11Q: 3 clusters Score -2.187698e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 150395 members 
Entering Unmasked Estep 
Score: -21879562.000000 Penalty: 6000.385254
	Iteration 12Q: 3 clusters Score -2.187956e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 152792 members 
Entering Unmasked Estep 
Score: -21881660.000000 Penalty: 6000.385254
	Iteration 13Q: 3 clusters Score -2.188166e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 154939 members 
Entering Unmasked Estep 
Score: -21883206.000000 Penalty: 6000.385254
	Iteration 14Q: 3 clusters Score -2.188321e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 156644 members 
Entering Unmasked Estep 
Score: -21884636.000000 Penalty: 6000.385254
	Iteration 15Q: 3 clusters Score -2.188464e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 158095 members 
Entering Unmasked Estep 
Score: -21885890.000000 Penalty: 6000.385254
	Iteration 16Q: 3 clusters Score -2.188589e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 159243 members 
Entering Unmasked Estep 
Score: -21887002.000000 Penalty: 6000.385254
	Iteration 17Q: 3 clusters Score -2.1887e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 160227 members 
Entering Unmasked Estep 
Score: -21887540.000000 Penalty: 6000.385254
	Iteration 18Q: 3 clusters Score -2.188754e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 161100 members 
Entering Unmasked Estep 
Score: -21888152.000000 Penalty: 6000.385254
	Iteration 19Q: 3 clusters Score -2.188815e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 161872 members 
Entering Unmasked Estep 
Score: -21888478.000000 Penalty: 6000.385254
	Iteration 20F: 3 clusters Score -2.188848e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 162497 members 
Entering Unmasked Estep 
Score: -21888662.000000 Penalty: 6000.385254
	Iteration 21Q: 3 clusters Score -2.188866e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 163027 members 
Entering Unmasked Estep 
Score: -21888794.000000 Penalty: 6000.385254
	Iteration 22Q: 3 clusters Score -2.188879e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 163551 members 
Entering Unmasked Estep 
Score: -21889006.000000 Penalty: 6000.385254
	Iteration 23Q: 3 clusters Score -2.188901e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 164050 members 
Entering Unmasked Estep 
Score: -21889066.000000 Penalty: 6000.385254
	Iteration 24Q: 3 clusters Score -2.188907e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 164489 members 
Entering Unmasked Estep 
Score: -21889148.000000 Penalty: 6000.385254
	Iteration 25Q: 3 clusters Score -2.188915e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 164903 members 
Entering Unmasked Estep 
Score: -21889226.000000 Penalty: 6000.385254
	Iteration 26Q: 3 clusters Score -2.188923e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 165305 members 
Entering Unmasked Estep 
Score: -21889304.000000 Penalty: 6000.385254
	Iteration 27Q: 3 clusters Score -2.18893e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 165683 members 
Entering Unmasked Estep 
Score: -21889244.000000 Penalty: 6000.385254
	Iteration 28Q: 3 clusters Score -2.188924e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 166008 members 
Entering Unmasked Estep 
Score: -21889254.000000 Penalty: 6000.385254
	Iteration 29Q: 3 clusters Score -2.188925e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 166337 members 
Entering Unmasked Estep 
Score: -21889354.000000 Penalty: 6000.385254
	Iteration 30Q: 3 clusters Score -2.188935e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 166646 members 
Entering Unmasked Estep 
Score: -21889412.000000 Penalty: 6000.385254
	Iteration 31Q: 3 clusters Score -2.188941e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 166959 members 
Entering Unmasked Estep 
Score: -21889486.000000 Penalty: 6000.385254
	Iteration 32Q: 3 clusters Score -2.188949e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 167232 members 
Entering Unmasked Estep 
Score: -21889462.000000 Penalty: 6000.385254
	Iteration 33Q: 3 clusters Score -2.188946e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 167486 members 
Entering Unmasked Estep 
Score: -21889526.000000 Penalty: 6000.385254
	Iteration 34Q: 3 clusters Score -2.188953e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 167711 members 
Entering Unmasked Estep 
Score: -21889506.000000 Penalty: 6000.385254
	Iteration 35Q: 3 clusters Score -2.188951e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 167941 members 
Entering Unmasked Estep 
Score: -21889494.000000 Penalty: 6000.385254
	Iteration 36Q: 3 clusters Score -2.188949e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 168168 members 
Entering Unmasked Estep 
Score: -21889578.000000 Penalty: 6000.385254
	Iteration 37Q: 3 clusters Score -2.188958e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 168378 members 
Entering Unmasked Estep 
Score: -21889552.000000 Penalty: 6000.385254
	Iteration 38Q: 3 clusters Score -2.188955e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 168550 members 
Entering Unmasked Estep 
Score: -21889580.000000 Penalty: 6000.385254
	Iteration 39Q: 3 clusters Score -2.188958e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 168708 members 
Entering Unmasked Estep 
Score: -21889618.000000 Penalty: 6000.385254
	Iteration 40F: 3 clusters Score -2.188962e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 168852 members 
Entering Unmasked Estep 
Score: -21889644.000000 Penalty: 6000.385254
	Iteration 41Q: 3 clusters Score -2.188964e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 168995 members 
Entering Unmasked Estep 
Score: -21889648.000000 Penalty: 6000.385254
	Iteration 42Q: 3 clusters Score -2.188965e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 169139 members 
Entering Unmasked Estep 
Score: -21889628.000000 Penalty: 6000.385254
	Iteration 43Q: 3 clusters Score -2.188963e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 169288 members 
Entering Unmasked Estep 
Score: -21889672.000000 Penalty: 6000.385254
	Iteration 44Q: 3 clusters Score -2.188967e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 169417 members 
Entering Unmasked Estep 
Score: -21889710.000000 Penalty: 6000.385254
	Iteration 45Q: 3 clusters Score -2.188971e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 169551 members 
Entering Unmasked Estep 
Score: -21889728.000000 Penalty: 6000.385254
	Iteration 46Q: 3 clusters Score -2.188973e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 169671 members 
Entering Unmasked Estep 
Score: -21889738.000000 Penalty: 6000.385254
	Iteration 47Q: 3 clusters Score -2.188974e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 169800 members 
Entering Unmasked Estep 
Score: -21889746.000000 Penalty: 6000.385254
	Iteration 48Q: 3 clusters Score -2.188975e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 169915 members 
Entering Unmasked Estep 
Score: -21889750.000000 Penalty: 6000.385254
	Iteration 49Q: 3 clusters Score -2.188975e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 170029 members 
Entering Unmasked Estep 
Score: -21889736.000000 Penalty: 6000.385254
	Iteration 50Q: 3 clusters Score -2.188974e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 170153 members 
Entering Unmasked Estep 
Score: -21889722.000000 Penalty: 6000.385254
	Iteration 51Q: 3 clusters Score -2.188972e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 170261 members 
Entering Unmasked Estep 
Score: -21889730.000000 Penalty: 6000.385254
	Iteration 52Q: 3 clusters Score -2.188973e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 170370 members 
Entering Unmasked Estep 
Score: -21889780.000000 Penalty: 6000.385254
	Iteration 53Q: 3 clusters Score -2.188978e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 170470 members 
Entering Unmasked Estep 
Score: -21889802.000000 Penalty: 6000.385254
	Iteration 54Q: 3 clusters Score -2.18898e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 170556 members 
Entering Unmasked Estep 
Score: -21889792.000000 Penalty: 6000.385254
	Iteration 55Q: 3 clusters Score -2.188979e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 170646 members 
Entering Unmasked Estep 
Score: -21889776.000000 Penalty: 6000.385254
	Iteration 56Q: 3 clusters Score -2.188978e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 170740 members 
Entering Unmasked Estep 
Score: -21889828.000000 Penalty: 6000.385254
	Iteration 57Q: 3 clusters Score -2.188983e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 170833 members 
Entering Unmasked Estep 
Score: -21889806.000000 Penalty: 6000.385254
	Iteration 58Q: 3 clusters Score -2.188981e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 170929 members 
Entering Unmasked Estep 
Score: -21889830.000000 Penalty: 6000.385254
	Iteration 59Q: 3 clusters Score -2.188983e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 171023 members 
Entering Unmasked Estep 
Score: -21889834.000000 Penalty: 6000.385254
	Iteration 60F: 3 clusters Score -2.188983e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 171113 members 
Entering Unmasked Estep 
Score: -21889834.000000 Penalty: 6000.385254
	Iteration 61Q: 3 clusters Score -2.188983e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 171202 members 
Entering Unmasked Estep 
Score: -21889848.000000 Penalty: 6000.385254
	Iteration 62Q: 3 clusters Score -2.188985e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 171278 members 
Entering Unmasked Estep 
Score: -21889864.000000 Penalty: 6000.385254
	Iteration 63Q: 3 clusters Score -2.188986e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 171355 members 
Entering Unmasked Estep 
Score: -21889844.000000 Penalty: 6000.385254
	Iteration 64Q: 3 clusters Score -2.188984e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 171419 members 
Entering Unmasked Estep 
Score: -21889854.000000 Penalty: 6000.385254
	Iteration 65Q: 3 clusters Score -2.188985e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 171482 members 
Entering Unmasked Estep 
Score: -21889866.000000 Penalty: 6000.385254
	Iteration 66Q: 3 clusters Score -2.188987e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 171533 members 
Entering Unmasked Estep 
Score: -21889880.000000 Penalty: 6000.385254
	Iteration 67Q: 3 clusters Score -2.188988e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 171581 members 
Entering Unmasked Estep 
Score: -21889876.000000 Penalty: 6000.385254
	Iteration 68Q: 3 clusters Score -2.188988e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 171630 members 
Entering Unmasked Estep 
Score: -21889880.000000 Penalty: 6000.385254
	Iteration 69Q: 3 clusters Score -2.188988e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 171674 members 
Entering Unmasked Estep 
Score: -21889882.000000 Penalty: 6000.385254
	Iteration 70Q: 3 clusters Score -2.188988e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 171708 members 
Entering Unmasked Estep 
Score: -21889892.000000 Penalty: 6000.385254
	Iteration 71Q: 3 clusters Score -2.188989e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 171757 members 
Entering Unmasked Estep 
Score: -21889904.000000 Penalty: 6000.385254
	Iteration 72Q: 3 clusters Score -2.18899e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 171806 members 
Entering Unmasked Estep 
Score: -21889888.000000 Penalty: 6000.385254
	Iteration 73Q: 3 clusters Score -2.188989e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 171862 members 
Entering Unmasked Estep 
Score: -21889902.000000 Penalty: 6000.385254
	Iteration 74Q: 3 clusters Score -2.18899e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 171922 members 
Entering Unmasked Estep 
Score: -21889900.000000 Penalty: 6000.385254
	Iteration 75Q: 3 clusters Score -2.18899e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 171981 members 
Entering Unmasked Estep 
Score: -21889888.000000 Penalty: 6000.385254
	Iteration 76Q: 3 clusters Score -2.188989e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 172032 members 
Entering Unmasked Estep 
Score: -21889866.000000 Penalty: 6000.385254
	Iteration 77Q: 3 clusters Score -2.188987e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 172085 members 
Entering Unmasked Estep 
Score: -21889896.000000 Penalty: 6000.385254
	Iteration 78Q: 3 clusters Score -2.18899e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 172144 members 
Entering Unmasked Estep 
Score: -21889878.000000 Penalty: 6000.385254
	Iteration 79Q: 3 clusters Score -2.188988e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 172186 members 
Entering Unmasked Estep 
Score: -21889876.000000 Penalty: 6000.385254
	Iteration 80F: 3 clusters Score -2.188988e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 172236 members 
Entering Unmasked Estep 
Score: -21889884.000000 Penalty: 6000.385254
	Iteration 81Q: 3 clusters Score -2.188988e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 172284 members 
Entering Unmasked Estep 
Score: -21889922.000000 Penalty: 6000.385254
	Iteration 82Q: 3 clusters Score -2.188992e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 172335 members 
Entering Unmasked Estep 
Score: -21889940.000000 Penalty: 6000.385254
	Iteration 83Q: 3 clusters Score -2.188994e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 172384 members 
Entering Unmasked Estep 
Score: -21889934.000000 Penalty: 6000.385254
	Iteration 84Q: 3 clusters Score -2.188993e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 172430 members 
Entering Unmasked Estep 
Score: -21889946.000000 Penalty: 6000.385254
	Iteration 85Q: 3 clusters Score -2.188995e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 172482 members 
Entering Unmasked Estep 
Score: -21889926.000000 Penalty: 6000.385254
	Iteration 86Q: 3 clusters Score -2.188993e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 172528 members 
Entering Unmasked Estep 
Score: -21889956.000000 Penalty: 6000.385254
	Iteration 87Q: 3 clusters Score -2.188996e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 172574 members 
Entering Unmasked Estep 
Score: -21889940.000000 Penalty: 6000.385254
	Iteration 88Q: 3 clusters Score -2.188994e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 172616 members 
Entering Unmasked Estep 
Score: -21889948.000000 Penalty: 6000.385254
	Iteration 89Q: 3 clusters Score -2.188995e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 172657 members 
Entering Unmasked Estep 
Score: -21889960.000000 Penalty: 6000.385254
	Iteration 90Q: 3 clusters Score -2.188996e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 172680 members 
Entering Unmasked Estep 
Score: -21889950.000000 Penalty: 6000.385254
	Iteration 91Q: 3 clusters Score -2.188995e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 172705 members 
Entering Unmasked Estep 
Score: -21889970.000000 Penalty: 6000.385254
	Iteration 92Q: 3 clusters Score -2.188997e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 172723 members 
Entering Unmasked Estep 
Score: -21889970.000000 Penalty: 6000.385254
	Iteration 93Q: 3 clusters Score -2.188997e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 172747 members 
Entering Unmasked Estep 
Score: -21889960.000000 Penalty: 6000.385254
	Iteration 94Q: 3 clusters Score -2.188996e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 172776 members 
Entering Unmasked Estep 
Score: -21889984.000000 Penalty: 6000.385254
	Iteration 95Q: 3 clusters Score -2.188998e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 172804 members 
Entering Unmasked Estep 
Score: -21889996.000000 Penalty: 6000.385254
	Iteration 96Q: 3 clusters Score -2.189e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 172831 members 
Entering Unmasked Estep 
Score: -21890020.000000 Penalty: 6000.385254
	Iteration 97Q: 3 clusters Score -2.189002e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 172854 members 
Entering Unmasked Estep 
Score: -21890016.000000 Penalty: 6000.385254
	Iteration 98Q: 3 clusters Score -2.189002e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 172872 members 
Entering Unmasked Estep 
Score: -21890014.000000 Penalty: 6000.385254
	Iteration 99Q: 3 clusters Score -2.189001e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 172892 members 
Entering Unmasked Estep 
Score: -21890004.000000 Penalty: 6000.385254
	Iteration 100F: 3 clusters Score -2.189e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 172909 members 
Entering Unmasked Estep 
Score: -21890006.000000 Penalty: 6000.385254
	Iteration 101Q: 3 clusters Score -2.189001e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 172917 members 
Entering Unmasked Estep 
Score: -21889990.000000 Penalty: 6000.385254
	Iteration 102Q: 3 clusters Score -2.188999e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 172926 members 
Entering Unmasked Estep 
Score: -21890004.000000 Penalty: 6000.385254
	Iteration 103Q: 3 clusters Score -2.189e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 172937 members 
Entering Unmasked Estep 
Score: -21890018.000000 Penalty: 6000.385254
	Iteration 104Q: 3 clusters Score -2.189002e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 172941 members 
Entering Unmasked Estep 
Score: -21890018.000000 Penalty: 6000.385254
	Iteration 105Q: 3 clusters Score -2.189002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 172943 members 
Entering Unmasked Estep 
Score: -21890006.000000 Penalty: 6000.385254
	Iteration 106Q: 3 clusters Score -2.189001e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 172945 members 
Entering Unmasked Estep 
Score: -21890012.000000 Penalty: 6000.385254
	Iteration 107Q: 3 clusters Score -2.189001e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 172949 members 
Entering Unmasked Estep 
Score: -21890024.000000 Penalty: 6000.385254
	Iteration 108Q: 3 clusters Score -2.189002e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 172958 members 
Entering Unmasked Estep 
Score: -21890042.000000 Penalty: 6000.385254
	Iteration 109Q: 3 clusters Score -2.189004e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 172968 members 
Entering Unmasked Estep 
Score: -21890040.000000 Penalty: 6000.385254
	Iteration 110Q: 3 clusters Score -2.189004e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 172980 members 
Entering Unmasked Estep 
Score: -21890054.000000 Penalty: 6000.385254
	Iteration 111Q: 3 clusters Score -2.189005e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 172997 members 
Entering Unmasked Estep 
Score: -21890022.000000 Penalty: 6000.385254
	Iteration 112Q: 3 clusters Score -2.189002e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 173010 members 
Entering Unmasked Estep 
Score: -21890026.000000 Penalty: 6000.385254
	Iteration 113Q: 3 clusters Score -2.189003e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 173019 members 
Entering Unmasked Estep 
Score: -21890032.000000 Penalty: 6000.385254
	Iteration 114Q: 3 clusters Score -2.189003e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 173024 members 
Entering Unmasked Estep 
Score: -21890056.000000 Penalty: 6000.385254
	Iteration 115Q: 3 clusters Score -2.189006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 173025 members 
Entering Unmasked Estep 
Score: -21890054.000000 Penalty: 6000.385254
	Iteration 116Q: 3 clusters Score -2.189005e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 173026 members 
Entering Unmasked Estep 
Score: -21890046.000000 Penalty: 6000.385254
	Iteration 117Q: 3 clusters Score -2.189005e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 173027 members 
Entering Unmasked Estep 
Score: -21890048.000000 Penalty: 6000.385254
	Iteration 118Q: 3 clusters Score -2.189005e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 173028 members 
Entering Unmasked Estep 
Score: -21890052.000000 Penalty: 6000.385254
	Iteration 119Q: 3 clusters Score -2.189005e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 173029 members 
Entering Unmasked Estep 
Score: -21890052.000000 Penalty: 6000.385254
	Iteration 120F: 3 clusters Score -2.189005e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 173031 members 
Entering Unmasked Estep 
Score: -21890058.000000 Penalty: 6000.385254
	Iteration 121Q: 3 clusters Score -2.189006e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 173031 members 
Entering Unmasked Estep 
Score: -21890058.000000 Penalty: 6000.385254
	Iteration 122F: 3 clusters Score -2.189006e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Entering Unmasked Estep 
Score: -1356076.625000 Penalty: 2311.649170
	Iteration 0F: 2 clusters Score -1356077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1347654.500000 Penalty: 4623.298340
	Iteration 0F: 3 clusters Score -1347654 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1350153.375000 Penalty: 4623.298340
	Iteration 1F: 3 clusters Score -1350153 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1350493.250000 Penalty: 4623.298340
	Iteration 2F: 3 clusters Score -1350493 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1350732.125000 Penalty: 4623.298340
	Iteration 3F: 3 clusters Score -1350732 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1350892.500000 Penalty: 4623.298340
	Iteration 4Q: 3 clusters Score -1350892 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1351006.125000 Penalty: 4623.298340
	Iteration 5Q: 3 clusters Score -1351006 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1351103.000000 Penalty: 4623.298340
	Iteration 6Q: 3 clusters Score -1351103 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1351183.000000 Penalty: 4623.298340
	Iteration 7Q: 3 clusters Score -1351183 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1351260.625000 Penalty: 4623.298340
	Iteration 8Q: 3 clusters Score -1351261 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1351346.375000 Penalty: 4623.298340
	Iteration 9Q: 3 clusters Score -1351346 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1351427.625000 Penalty: 4623.298340
	Iteration 10Q: 3 clusters Score -1351428 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1351498.500000 Penalty: 4623.298340
	Iteration 11Q: 3 clusters Score -1351498 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1351583.500000 Penalty: 4623.298340
	Iteration 12Q: 3 clusters Score -1351584 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1351682.125000 Penalty: 4623.298340
	Iteration 13Q: 3 clusters Score -1351682 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1351793.500000 Penalty: 4623.298340
	Iteration 14Q: 3 clusters Score -1351794 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1351910.625000 Penalty: 4623.298340
	Iteration 15Q: 3 clusters Score -1351911 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1352014.000000 Penalty: 4623.298340
	Iteration 16Q: 3 clusters Score -1352014 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1352115.125000 Penalty: 4623.298340
	Iteration 17Q: 3 clusters Score -1352115 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1352231.625000 Penalty: 4623.298340
	Iteration 18Q: 3 clusters Score -1352232 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1352376.625000 Penalty: 4623.298340
	Iteration 19Q: 3 clusters Score -1352377 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1352517.125000 Penalty: 4623.298340
	Iteration 20F: 3 clusters Score -1352517 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1352651.625000 Penalty: 4623.298340
	Iteration 21Q: 3 clusters Score -1352652 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1352761.500000 Penalty: 4623.298340
	Iteration 22Q: 3 clusters Score -1352762 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1352860.250000 Penalty: 4623.298340
	Iteration 23Q: 3 clusters Score -1352860 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1352941.125000 Penalty: 4623.298340
	Iteration 24Q: 3 clusters Score -1352941 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1353023.375000 Penalty: 4623.298340
	Iteration 25Q: 3 clusters Score -1353023 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1353116.375000 Penalty: 4623.298340
	Iteration 26Q: 3 clusters Score -1353116 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1353196.125000 Penalty: 4623.298340
	Iteration 27Q: 3 clusters Score -1353196 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1353263.250000 Penalty: 4623.298340
	Iteration 28Q: 3 clusters Score -1353263 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1353327.000000 Penalty: 4623.298340
	Iteration 29Q: 3 clusters Score -1353327 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1353377.875000 Penalty: 4623.298340
	Iteration 30Q: 3 clusters Score -1353378 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1353418.000000 Penalty: 4623.298340
	Iteration 31Q: 3 clusters Score -1353418 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1353461.875000 Penalty: 4623.298340
	Iteration 32Q: 3 clusters Score -1353462 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1353498.750000 Penalty: 4623.298340
	Iteration 33Q: 3 clusters Score -1353499 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1353529.500000 Penalty: 4623.298340
	Iteration 34Q: 3 clusters Score -1353530 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1353558.250000 Penalty: 4623.298340
	Iteration 35Q: 3 clusters Score -1353558 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1353579.500000 Penalty: 4623.298340
	Iteration 36Q: 3 clusters Score -1353580 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1353610.125000 Penalty: 4623.298340
	Iteration 37Q: 3 clusters Score -1353610 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1353627.500000 Penalty: 4623.298340
	Iteration 38Q: 3 clusters Score -1353628 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1353643.250000 Penalty: 4623.298340
	Iteration 39Q: 3 clusters Score -1353643 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1353660.875000 Penalty: 4623.298340
	Iteration 40F: 3 clusters Score -1353661 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1353669.750000 Penalty: 4623.298340
	Iteration 41Q: 3 clusters Score -1353670 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1353678.500000 Penalty: 4623.298340
	Iteration 42Q: 3 clusters Score -1353678 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1353692.125000 Penalty: 4623.298340
	Iteration 43Q: 3 clusters Score -1353692 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1353702.250000 Penalty: 4623.298340
	Iteration 44Q: 3 clusters Score -1353702 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1353715.000000 Penalty: 4623.298340
	Iteration 45Q: 3 clusters Score -1353715 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1353732.625000 Penalty: 4623.298340
	Iteration 46Q: 3 clusters Score -1353733 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1353745.750000 Penalty: 4623.298340
	Iteration 47Q: 3 clusters Score -1353746 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1353761.500000 Penalty: 4623.298340
	Iteration 48Q: 3 clusters Score -1353762 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1353777.500000 Penalty: 4623.298340
	Iteration 49Q: 3 clusters Score -1353778 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1353793.625000 Penalty: 4623.298340
	Iteration 50Q: 3 clusters Score -1353794 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1353817.000000 Penalty: 4623.298340
	Iteration 51Q: 3 clusters Score -1353817 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1353833.375000 Penalty: 4623.298340
	Iteration 52Q: 3 clusters Score -1353833 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1353847.125000 Penalty: 4623.298340
	Iteration 53Q: 3 clusters Score -1353847 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1353860.250000 Penalty: 4623.298340
	Iteration 54Q: 3 clusters Score -1353860 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1353875.875000 Penalty: 4623.298340
	Iteration 55Q: 3 clusters Score -1353876 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1353891.375000 Penalty: 4623.298340
	Iteration 56Q: 3 clusters Score -1353891 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1353912.375000 Penalty: 4623.298340
	Iteration 57Q: 3 clusters Score -1353912 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1353929.250000 Penalty: 4623.298340
	Iteration 58Q: 3 clusters Score -1353929 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1353940.500000 Penalty: 4623.298340
	Iteration 59Q: 3 clusters Score -1353940 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1353954.875000 Penalty: 4623.298340
	Iteration 60F: 3 clusters Score -1353955 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1353967.750000 Penalty: 4623.298340
	Iteration 61Q: 3 clusters Score -1353968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1353978.250000 Penalty: 4623.298340
	Iteration 62Q: 3 clusters Score -1353978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1353983.500000 Penalty: 4623.298340
	Iteration 63Q: 3 clusters Score -1353984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1353990.375000 Penalty: 4623.298340
	Iteration 64Q: 3 clusters Score -1353990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1353991.375000 Penalty: 4623.298340
	Iteration 65Q: 3 clusters Score -1353991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1353993.625000 Penalty: 4623.298340
	Iteration 66Q: 3 clusters Score -1353994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1353996.375000 Penalty: 4623.298340
	Iteration 67Q: 3 clusters Score -1353996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1353999.625000 Penalty: 4623.298340
	Iteration 68Q: 3 clusters Score -1354000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1354000.250000 Penalty: 4623.298340
	Iteration 69Q: 3 clusters Score -1354000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1354002.250000 Penalty: 4623.298340
	Iteration 70Q: 3 clusters Score -1354002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1354005.000000 Penalty: 4623.298340
	Iteration 71Q: 3 clusters Score -1354005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1354007.625000 Penalty: 4623.298340
	Iteration 72Q: 3 clusters Score -1354008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1354011.625000 Penalty: 4623.298340
	Iteration 73Q: 3 clusters Score -1354012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1354013.375000 Penalty: 4623.298340
	Iteration 74Q: 3 clusters Score -1354013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1354016.000000 Penalty: 4623.298340
	Iteration 75Q: 3 clusters Score -1354016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1354019.875000 Penalty: 4623.298340
	Iteration 76Q: 3 clusters Score -1354020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1354023.125000 Penalty: 4623.298340
	Iteration 77Q: 3 clusters Score -1354023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1354025.750000 Penalty: 4623.298340
	Iteration 78Q: 3 clusters Score -1354026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1354026.125000 Penalty: 4623.298340
	Iteration 79Q: 3 clusters Score -1354026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1354026.125000 Penalty: 4623.298340
	Iteration 80F: 3 clusters Score -1354026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Entering Unmasked Estep 
Score: -64211.621094 Penalty: 1627.836182
	Iteration 0F: 2 clusters Score -64211.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -62668.187500 Penalty: 3255.672363
	Iteration 0F: 3 clusters Score -62668.19 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -63356.996094 Penalty: 3255.672363
	Iteration 1F: 3 clusters Score -63357 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -63972.617188 Penalty: 3255.672363
	Iteration 2F: 3 clusters Score -63972.62 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -64845.246094 Penalty: 3255.672363
	Iteration 3F: 3 clusters Score -64845.25 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -65095.125000 Penalty: 3255.672363
	Iteration 4Q: 3 clusters Score -65095.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -65224.746094 Penalty: 3255.672363
	Iteration 5Q: 3 clusters Score -65224.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -65268.605469 Penalty: 3255.672363
	Iteration 6Q: 3 clusters Score -65268.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -65274.281250 Penalty: 3255.672363
	Iteration 7Q: 3 clusters Score -65274.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -65284.253906 Penalty: 3255.672363
	Iteration 8Q: 3 clusters Score -65284.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -65289.328125 Penalty: 3255.672363
	Iteration 9Q: 3 clusters Score -65289.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -65289.328125 Penalty: 3255.672363
	Iteration 10F: 3 clusters Score -65289.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58544 members 
Mstep: Class 2 contains 156309 members 
Mstep: Class 3 contains 7351 members 
Mstep: Class 4 contains 179432 members 
Mstep: Class 5 contains 11172 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 31582 members 
Mstep: Class 8 contains 24823 members 
Mstep: Class 9 contains 187929 members 
Mstep: Class 10 contains 6571 members 
Mstep: Class 11 contains 38215 members 
Mstep: Class 12 contains 8740 members 
Mstep: Class 13 contains 10591 members 
Mstep: Class 14 contains 8034 members 
Mstep: Class 15 contains 8420 members 
Mstep: Class 16 contains 10451 members 
Mstep: Class 17 contains 69664 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12357 members 
Mstep: Class 20 contains 2952 members 
Mstep: Class 21 contains 282410 members 
Mstep: Class 22 contains 40998 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282968 members 
Mstep: Class 25 contains 16085 members 
Mstep: Class 26 contains 21587 members 
Mstep: Class 27 contains 16574 members 
Mstep: Class 28 contains 11354 members 
Mstep: Class 29 contains 6220 members 
Mstep: Class 30 contains 38971 members 
Mstep: Class 31 contains 2402 members 
Mstep: Class 32 contains 10543 members 
Mstep: Class 33 contains 8101 members 
Mstep: Class 34 contains 218429 members 
Mstep: Class 35 contains 170901 members 
Mstep: Class 36 contains 10323 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10896 members 
Mstep: Class 39 contains 196 members 
Entering Unmasked Estep 
Score: -235412144.000000 Penalty: 140280.062500
Splitting cluster 6 changes total score from -235412688.000000 to -235412144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (31582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31582 members 
Entering Unmasked Estep 
Score: -3808702.750000 Penalty: 2569.364990
	Iteration 0F: 2 clusters Score -3808703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -3787071.750000 Penalty: 5138.729980
	Iteration 0F: 3 clusters Score -3787072 nChanged 14366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -3795014.250000 Penalty: 5138.729980
	Iteration 1F: 3 clusters Score -3795014 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -3795700.000000 Penalty: 5138.729980
	Iteration 2F: 3 clusters Score -3795700 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -3796473.000000 Penalty: 5138.729980
	Iteration 3F: 3 clusters Score -3796473 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -3797330.500000 Penalty: 5138.729980
	Iteration 4F: 3 clusters Score -3797330 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -3798361.000000 Penalty: 5138.729980
	Iteration 5F: 3 clusters Score -3798361 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -3799505.500000 Penalty: 5138.729980
	Iteration 6F: 3 clusters Score -3799506 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -3800751.500000 Penalty: 5138.729980
	Iteration 7F: 3 clusters Score -3800752 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -3801960.250000 Penalty: 5138.729980
	Iteration 8F: 3 clusters Score -3801960 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -3803074.000000 Penalty: 5138.729980
	Iteration 9Q: 3 clusters Score -3803074 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -3803962.750000 Penalty: 5138.729980
	Iteration 10Q: 3 clusters Score -3803963 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -3804670.500000 Penalty: 5138.729980
	Iteration 11Q: 3 clusters Score -3804670 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -3805198.500000 Penalty: 5138.729980
	Iteration 12Q: 3 clusters Score -3805198 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30083 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -3805616.500000 Penalty: 5138.729980
	Iteration 13Q: 3 clusters Score -3805616 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3805869.000000 Penalty: 5138.729980
	Iteration 14Q: 3 clusters Score -3805869 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30670 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3806036.500000 Penalty: 5138.729980
	Iteration 15Q: 3 clusters Score -3806036 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3806138.250000 Penalty: 5138.729980
	Iteration 16Q: 3 clusters Score -3806138 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30893 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3806209.250000 Penalty: 5138.729980
	Iteration 17Q: 3 clusters Score -3806209 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30955 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3806272.250000 Penalty: 5138.729980
	Iteration 18Q: 3 clusters Score -3806272 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30997 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3806310.750000 Penalty: 5138.729980
	Iteration 19Q: 3 clusters Score -3806311 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3806339.500000 Penalty: 5138.729980
	Iteration 20F: 3 clusters Score -3806340 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3806377.500000 Penalty: 5138.729980
	Iteration 21Q: 3 clusters Score -3806378 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31077 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3806396.750000 Penalty: 5138.729980
	Iteration 22Q: 3 clusters Score -3806397 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31092 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3806415.250000 Penalty: 5138.729980
	Iteration 23Q: 3 clusters Score -3806415 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3806432.000000 Penalty: 5138.729980
	Iteration 24Q: 3 clusters Score -3806432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31111 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3806445.750000 Penalty: 5138.729980
	Iteration 25Q: 3 clusters Score -3806446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3806453.250000 Penalty: 5138.729980
	Iteration 26Q: 3 clusters Score -3806453 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31139 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3806477.500000 Penalty: 5138.729980
	Iteration 27Q: 3 clusters Score -3806478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3806481.750000 Penalty: 5138.729980
	Iteration 28Q: 3 clusters Score -3806482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31157 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3806490.250000 Penalty: 5138.729980
	Iteration 29Q: 3 clusters Score -3806490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3806501.250000 Penalty: 5138.729980
	Iteration 30Q: 3 clusters Score -3806501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3806510.750000 Penalty: 5138.729980
	Iteration 31Q: 3 clusters Score -3806511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3806520.250000 Penalty: 5138.729980
	Iteration 32Q: 3 clusters Score -3806520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3806527.250000 Penalty: 5138.729980
	Iteration 33Q: 3 clusters Score -3806527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3806529.250000 Penalty: 5138.729980
	Iteration 34Q: 3 clusters Score -3806529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3806532.750000 Penalty: 5138.729980
	Iteration 35Q: 3 clusters Score -3806533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3806535.250000 Penalty: 5138.729980
	Iteration 36Q: 3 clusters Score -3806535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3806534.250000 Penalty: 5138.729980
	Iteration 37Q: 3 clusters Score -3806534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3806534.250000 Penalty: 5138.729980
	Iteration 38F: 3 clusters Score -3806534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Entering Unmasked Estep 
Score: -3000140.250000 Penalty: 2509.642334
	Iteration 0F: 2 clusters Score -3000140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -2982898.500000 Penalty: 5019.284668
	Iteration 0F: 3 clusters Score -2982898 nChanged 11069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -2988870.500000 Penalty: 5019.284668
	Iteration 1F: 3 clusters Score -2988870 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -2989377.500000 Penalty: 5019.284668
	Iteration 2F: 3 clusters Score -2989378 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -2989900.000000 Penalty: 5019.284668
	Iteration 3Q: 3 clusters Score -2989900 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -2990437.500000 Penalty: 5019.284668
	Iteration 4Q: 3 clusters Score -2990438 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -2991010.000000 Penalty: 5019.284668
	Iteration 5Q: 3 clusters Score -2991010 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -2991652.500000 Penalty: 5019.284668
	Iteration 6Q: 3 clusters Score -2991652 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -2992411.250000 Penalty: 5019.284668
	Iteration 7F: 3 clusters Score -2992411 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -2993296.250000 Penalty: 5019.284668
	Iteration 8F: 3 clusters Score -2993296 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -2994271.500000 Penalty: 5019.284668
	Iteration 9F: 3 clusters Score -2994272 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -2995079.750000 Penalty: 5019.284668
	Iteration 10Q: 3 clusters Score -2995080 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -2995575.000000 Penalty: 5019.284668
	Iteration 11Q: 3 clusters Score -2995575 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -2995882.000000 Penalty: 5019.284668
	Iteration 12Q: 3 clusters Score -2995882 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -2996079.500000 Penalty: 5019.284668
	Iteration 13Q: 3 clusters Score -2996080 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -2996219.250000 Penalty: 5019.284668
	Iteration 14Q: 3 clusters Score -2996219 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -2996368.750000 Penalty: 5019.284668
	Iteration 15Q: 3 clusters Score -2996369 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -2996517.250000 Penalty: 5019.284668
	Iteration 16Q: 3 clusters Score -2996517 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -2996654.250000 Penalty: 5019.284668
	Iteration 17Q: 3 clusters Score -2996654 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -2996766.250000 Penalty: 5019.284668
	Iteration 18Q: 3 clusters Score -2996766 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -2996879.000000 Penalty: 5019.284668
	Iteration 19Q: 3 clusters Score -2996879 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -2997007.000000 Penalty: 5019.284668
	Iteration 20F: 3 clusters Score -2997007 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -2997101.250000 Penalty: 5019.284668
	Iteration 21Q: 3 clusters Score -2997101 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -2997184.500000 Penalty: 5019.284668
	Iteration 22Q: 3 clusters Score -2997184 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -2997295.500000 Penalty: 5019.284668
	Iteration 23Q: 3 clusters Score -2997296 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -2997392.250000 Penalty: 5019.284668
	Iteration 24Q: 3 clusters Score -2997392 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -2997473.750000 Penalty: 5019.284668
	Iteration 25Q: 3 clusters Score -2997474 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -2997550.500000 Penalty: 5019.284668
	Iteration 26Q: 3 clusters Score -2997550 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -2997606.500000 Penalty: 5019.284668
	Iteration 27Q: 3 clusters Score -2997606 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -2997671.000000 Penalty: 5019.284668
	Iteration 28Q: 3 clusters Score -2997671 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -2997741.500000 Penalty: 5019.284668
	Iteration 29Q: 3 clusters Score -2997742 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -2997786.500000 Penalty: 5019.284668
	Iteration 30Q: 3 clusters Score -2997786 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -2997858.000000 Penalty: 5019.284668
	Iteration 31Q: 3 clusters Score -2997858 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -2997910.500000 Penalty: 5019.284668
	Iteration 32Q: 3 clusters Score -2997910 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -2997977.250000 Penalty: 5019.284668
	Iteration 33Q: 3 clusters Score -2997977 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -2998004.750000 Penalty: 5019.284668
	Iteration 34Q: 3 clusters Score -2998005 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -2998037.000000 Penalty: 5019.284668
	Iteration 35Q: 3 clusters Score -2998037 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -2998089.250000 Penalty: 5019.284668
	Iteration 36Q: 3 clusters Score -2998089 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -2998114.250000 Penalty: 5019.284668
	Iteration 37Q: 3 clusters Score -2998114 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -2998126.000000 Penalty: 5019.284668
	Iteration 38Q: 3 clusters Score -2998126 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -2998148.750000 Penalty: 5019.284668
	Iteration 39Q: 3 clusters Score -2998149 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -2998185.750000 Penalty: 5019.284668
	Iteration 40F: 3 clusters Score -2998186 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -2998201.000000 Penalty: 5019.284668
	Iteration 41Q: 3 clusters Score -2998201 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -2998222.000000 Penalty: 5019.284668
	Iteration 42Q: 3 clusters Score -2998222 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -2998236.000000 Penalty: 5019.284668
	Iteration 43Q: 3 clusters Score -2998236 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -2998251.000000 Penalty: 5019.284668
	Iteration 44Q: 3 clusters Score -2998251 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -2998263.500000 Penalty: 5019.284668
	Iteration 45Q: 3 clusters Score -2998264 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -2998269.250000 Penalty: 5019.284668
	Iteration 46Q: 3 clusters Score -2998269 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -2998281.000000 Penalty: 5019.284668
	Iteration 47Q: 3 clusters Score -2998281 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -2998291.250000 Penalty: 5019.284668
	Iteration 48Q: 3 clusters Score -2998291 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -2998296.250000 Penalty: 5019.284668
	Iteration 49Q: 3 clusters Score -2998296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -2998302.750000 Penalty: 5019.284668
	Iteration 50Q: 3 clusters Score -2998303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -2998306.000000 Penalty: 5019.284668
	Iteration 51Q: 3 clusters Score -2998306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -2998303.750000 Penalty: 5019.284668
	Iteration 52Q: 3 clusters Score -2998304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -2998308.750000 Penalty: 5019.284668
	Iteration 53Q: 3 clusters Score -2998309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -2998311.250000 Penalty: 5019.284668
	Iteration 54Q: 3 clusters Score -2998311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -2998316.500000 Penalty: 5019.284668
	Iteration 55Q: 3 clusters Score -2998316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -2998320.750000 Penalty: 5019.284668
	Iteration 56Q: 3 clusters Score -2998321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -2998316.500000 Penalty: 5019.284668
	Iteration 57Q: 3 clusters Score -2998316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -2998323.000000 Penalty: 5019.284668
	Iteration 58Q: 3 clusters Score -2998323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -2998329.500000 Penalty: 5019.284668
	Iteration 59Q: 3 clusters Score -2998330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -2998323.500000 Penalty: 5019.284668
	Iteration 60F: 3 clusters Score -2998324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -2998336.000000 Penalty: 5019.284668
	Iteration 61Q: 3 clusters Score -2998336 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -2998336.750000 Penalty: 5019.284668
	Iteration 62Q: 3 clusters Score -2998337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -2998344.250000 Penalty: 5019.284668
	Iteration 63Q: 3 clusters Score -2998344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -2998350.750000 Penalty: 5019.284668
	Iteration 64Q: 3 clusters Score -2998351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -2998352.250000 Penalty: 5019.284668
	Iteration 65Q: 3 clusters Score -2998352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -2998355.000000 Penalty: 5019.284668
	Iteration 66Q: 3 clusters Score -2998355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -2998363.000000 Penalty: 5019.284668
	Iteration 67Q: 3 clusters Score -2998363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -2998363.000000 Penalty: 5019.284668
	Iteration 68Q: 3 clusters Score -2998363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -2998361.000000 Penalty: 5019.284668
	Iteration 69Q: 3 clusters Score -2998361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -2998367.250000 Penalty: 5019.284668
	Iteration 70Q: 3 clusters Score -2998367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -2998369.750000 Penalty: 5019.284668
	Iteration 71Q: 3 clusters Score -2998370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -2998373.000000 Penalty: 5019.284668
	Iteration 72Q: 3 clusters Score -2998373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -2998370.750000 Penalty: 5019.284668
	Iteration 73Q: 3 clusters Score -2998371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -2998373.000000 Penalty: 5019.284668
	Iteration 74Q: 3 clusters Score -2998373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -2998372.750000 Penalty: 5019.284668
	Iteration 75Q: 3 clusters Score -2998373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -2998373.750000 Penalty: 5019.284668
	Iteration 76Q: 3 clusters Score -2998374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -2998373.250000 Penalty: 5019.284668
	Iteration 77Q: 3 clusters Score -2998373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -2998377.250000 Penalty: 5019.284668
	Iteration 78Q: 3 clusters Score -2998377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -2998377.250000 Penalty: 5019.284668
	Iteration 79Q: 3 clusters Score -2998377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -2998382.000000 Penalty: 5019.284668
	Iteration 80F: 3 clusters Score -2998382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -2998382.750000 Penalty: 5019.284668
	Iteration 81Q: 3 clusters Score -2998383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -2998387.500000 Penalty: 5019.284668
	Iteration 82Q: 3 clusters Score -2998388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -2998387.500000 Penalty: 5019.284668
	Iteration 83Q: 3 clusters Score -2998388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -2998386.000000 Penalty: 5019.284668
	Iteration 84Q: 3 clusters Score -2998386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -2998390.000000 Penalty: 5019.284668
	Iteration 85Q: 3 clusters Score -2998390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -2998388.500000 Penalty: 5019.284668
	Iteration 86Q: 3 clusters Score -2998388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -2998388.500000 Penalty: 5019.284668
	Iteration 87F: 3 clusters Score -2998388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (187929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187929 members 
Entering Unmasked Estep 
Score: -22386384.000000 Penalty: 3011.667236
	Iteration 0F: 2 clusters Score -2.238638e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94278 members 
Mstep: Class 2 contains 93651 members 
Entering Unmasked Estep 
Score: -22260998.000000 Penalty: 6023.334473
	Iteration 0F: 3 clusters Score -2.2261e+07 nChanged 90160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98122 members 
Mstep: Class 2 contains 89807 members 
Entering Unmasked Estep 
Score: -22313774.000000 Penalty: 6023.334473
	Iteration 1F: 3 clusters Score -2.231377e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100644 members 
Mstep: Class 2 contains 87285 members 
Entering Unmasked Estep 
Score: -22315090.000000 Penalty: 6023.334473
	Iteration 2Q: 3 clusters Score -2.231509e+07 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104569 members 
Mstep: Class 2 contains 83360 members 
Entering Unmasked Estep 
Score: -22316956.000000 Penalty: 6023.334473
	Iteration 3Q: 3 clusters Score -2.231696e+07 nChanged 7450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110431 members 
Mstep: Class 2 contains 77498 members 
Entering Unmasked Estep 
Score: -22319850.000000 Penalty: 6023.334473
	Iteration 4Q: 3 clusters Score -2.231985e+07 nChanged 9488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119149 members 
Mstep: Class 2 contains 68780 members 
Entering Unmasked Estep 
Score: -22324836.000000 Penalty: 6023.334473
	Iteration 5F: 3 clusters Score -2.232484e+07 nChanged 12494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131347 members 
Mstep: Class 2 contains 56582 members 
Entering Unmasked Estep 
Score: -22332998.000000 Penalty: 6023.334473
	Iteration 6F: 3 clusters Score -2.2333e+07 nChanged 15616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146895 members 
Mstep: Class 2 contains 41034 members 
Entering Unmasked Estep 
Score: -22345784.000000 Penalty: 6023.334473
	Iteration 7F: 3 clusters Score -2.234578e+07 nChanged 16562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163445 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -22360968.000000 Penalty: 6023.334473
	Iteration 8F: 3 clusters Score -2.236097e+07 nChanged 13037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176482 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -22373584.000000 Penalty: 6023.334473
	Iteration 9F: 3 clusters Score -2.237358e+07 nChanged 7086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183568 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -22380204.000000 Penalty: 6023.334473
	Iteration 10Q: 3 clusters Score -2.23802e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186223 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -22382622.000000 Penalty: 6023.334473
	Iteration 11Q: 3 clusters Score -2.238262e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187065 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -22383306.000000 Penalty: 6023.334473
	Iteration 12Q: 3 clusters Score -2.238331e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187290 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -22383508.000000 Penalty: 6023.334473
	Iteration 13Q: 3 clusters Score -2.238351e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187376 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -22383662.000000 Penalty: 6023.334473
	Iteration 14Q: 3 clusters Score -2.238366e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187397 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -22383692.000000 Penalty: 6023.334473
	Iteration 15Q: 3 clusters Score -2.238369e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187418 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -22383726.000000 Penalty: 6023.334473
	Iteration 16Q: 3 clusters Score -2.238373e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187429 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -22383748.000000 Penalty: 6023.334473
	Iteration 17Q: 3 clusters Score -2.238375e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187435 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -22383760.000000 Penalty: 6023.334473
	Iteration 18Q: 3 clusters Score -2.238376e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187438 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -22383760.000000 Penalty: 6023.334473
	Iteration 19Q: 3 clusters Score -2.238376e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187438 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -22383778.000000 Penalty: 6023.334473
	Iteration 20F: 3 clusters Score -2.238378e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187440 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -22383782.000000 Penalty: 6023.334473
	Iteration 21Q: 3 clusters Score -2.238378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187444 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -22383776.000000 Penalty: 6023.334473
	Iteration 22Q: 3 clusters Score -2.238378e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187449 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -22383804.000000 Penalty: 6023.334473
	Iteration 23Q: 3 clusters Score -2.23838e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187454 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -22383786.000000 Penalty: 6023.334473
	Iteration 24Q: 3 clusters Score -2.238379e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187457 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -22383782.000000 Penalty: 6023.334473
	Iteration 25Q: 3 clusters Score -2.238378e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187457 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -22383788.000000 Penalty: 6023.334473
	Iteration 26Q: 3 clusters Score -2.238379e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187458 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -22383798.000000 Penalty: 6023.334473
	Iteration 27Q: 3 clusters Score -2.23838e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187462 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -22383802.000000 Penalty: 6023.334473
	Iteration 28Q: 3 clusters Score -2.23838e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187467 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -22383802.000000 Penalty: 6023.334473
	Iteration 29Q: 3 clusters Score -2.23838e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187469 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -22383788.000000 Penalty: 6023.334473
	Iteration 30Q: 3 clusters Score -2.238379e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187472 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -22383810.000000 Penalty: 6023.334473
	Iteration 31Q: 3 clusters Score -2.238381e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187476 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -22383828.000000 Penalty: 6023.334473
	Iteration 32Q: 3 clusters Score -2.238383e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187478 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -22383816.000000 Penalty: 6023.334473
	Iteration 33Q: 3 clusters Score -2.238382e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187478 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -22383824.000000 Penalty: 6023.334473
	Iteration 34Q: 3 clusters Score -2.238382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187481 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -22383822.000000 Penalty: 6023.334473
	Iteration 35Q: 3 clusters Score -2.238382e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187483 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -22383826.000000 Penalty: 6023.334473
	Iteration 36Q: 3 clusters Score -2.238383e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187482 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -22383834.000000 Penalty: 6023.334473
	Iteration 37Q: 3 clusters Score -2.238383e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187483 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -22383850.000000 Penalty: 6023.334473
	Iteration 38Q: 3 clusters Score -2.238385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187485 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -22383836.000000 Penalty: 6023.334473
	Iteration 39Q: 3 clusters Score -2.238384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187483 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -22383842.000000 Penalty: 6023.334473
	Iteration 40F: 3 clusters Score -2.238384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187483 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -22383838.000000 Penalty: 6023.334473
	Iteration 41Q: 3 clusters Score -2.238384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187484 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -22383850.000000 Penalty: 6023.334473
	Iteration 42Q: 3 clusters Score -2.238385e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187484 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -22383842.000000 Penalty: 6023.334473
	Iteration 43Q: 3 clusters Score -2.238384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187485 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -22383846.000000 Penalty: 6023.334473
	Iteration 44Q: 3 clusters Score -2.238385e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187485 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -22383846.000000 Penalty: 6023.334473
	Iteration 45F: 3 clusters Score -2.238385e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Entering Unmasked Estep 
Score: -799354.437500 Penalty: 2180.024414
	Iteration 0F: 2 clusters Score -799354.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -793881.000000 Penalty: 4360.048828
	Iteration 0F: 3 clusters Score -793881 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -795366.937500 Penalty: 4360.048828
	Iteration 1F: 3 clusters Score -795366.9 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -795634.062500 Penalty: 4360.048828
	Iteration 2F: 3 clusters Score -795634.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -795880.437500 Penalty: 4360.048828
	Iteration 3F: 3 clusters Score -795880.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -796246.937500 Penalty: 4360.048828
	Iteration 4F: 3 clusters Score -796246.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -796709.375000 Penalty: 4360.048828
	Iteration 5F: 3 clusters Score -796709.4 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -797167.875000 Penalty: 4360.048828
	Iteration 6F: 3 clusters Score -797167.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -797543.312500 Penalty: 4360.048828
	Iteration 7F: 3 clusters Score -797543.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -797870.500000 Penalty: 4360.048828
	Iteration 8F: 3 clusters Score -797870.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -798133.375000 Penalty: 4360.048828
	Iteration 9Q: 3 clusters Score -798133.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -798360.562500 Penalty: 4360.048828
	Iteration 10Q: 3 clusters Score -798360.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -798526.062500 Penalty: 4360.048828
	Iteration 11Q: 3 clusters Score -798526.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -798630.687500 Penalty: 4360.048828
	Iteration 12Q: 3 clusters Score -798630.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -798708.062500 Penalty: 4360.048828
	Iteration 13Q: 3 clusters Score -798708.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -798758.750000 Penalty: 4360.048828
	Iteration 14Q: 3 clusters Score -798758.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -798792.062500 Penalty: 4360.048828
	Iteration 15Q: 3 clusters Score -798792.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -798820.062500 Penalty: 4360.048828
	Iteration 16Q: 3 clusters Score -798820.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -798837.500000 Penalty: 4360.048828
	Iteration 17Q: 3 clusters Score -798837.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -798851.437500 Penalty: 4360.048828
	Iteration 18Q: 3 clusters Score -798851.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -798861.875000 Penalty: 4360.048828
	Iteration 19Q: 3 clusters Score -798861.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -798873.375000 Penalty: 4360.048828
	Iteration 20F: 3 clusters Score -798873.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -798876.500000 Penalty: 4360.048828
	Iteration 21Q: 3 clusters Score -798876.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -798880.187500 Penalty: 4360.048828
	Iteration 22Q: 3 clusters Score -798880.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -798884.375000 Penalty: 4360.048828
	Iteration 23Q: 3 clusters Score -798884.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -798889.312500 Penalty: 4360.048828
	Iteration 24Q: 3 clusters Score -798889.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -798892.375000 Penalty: 4360.048828
	Iteration 25Q: 3 clusters Score -798892.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -798895.562500 Penalty: 4360.048828
	Iteration 26Q: 3 clusters Score -798895.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -798896.750000 Penalty: 4360.048828
	Iteration 27Q: 3 clusters Score -798896.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -798897.875000 Penalty: 4360.048828
	Iteration 28Q: 3 clusters Score -798897.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -798897.875000 Penalty: 4360.048828
	Iteration 29F: 3 clusters Score -798897.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (38215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38215 members 
Entering Unmasked Estep 
Score: -4535691.500000 Penalty: 2616.643799
	Iteration 0F: 2 clusters Score -4535692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -4509859.500000 Penalty: 5233.287598
	Iteration 0F: 3 clusters Score -4509860 nChanged 17281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -4519429.500000 Penalty: 5233.287598
	Iteration 1F: 3 clusters Score -4519430 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -4520176.000000 Penalty: 5233.287598
	Iteration 2F: 3 clusters Score -4520176 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -4521063.000000 Penalty: 5233.287598
	Iteration 3F: 3 clusters Score -4521063 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -4522102.000000 Penalty: 5233.287598
	Iteration 4F: 3 clusters Score -4522102 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -4523275.000000 Penalty: 5233.287598
	Iteration 5F: 3 clusters Score -4523275 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -4524455.000000 Penalty: 5233.287598
	Iteration 6F: 3 clusters Score -4524455 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -4525683.500000 Penalty: 5233.287598
	Iteration 7F: 3 clusters Score -4525684 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -4526729.000000 Penalty: 5233.287598
	Iteration 8F: 3 clusters Score -4526729 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -4527540.500000 Penalty: 5233.287598
	Iteration 9Q: 3 clusters Score -4527540 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -4528174.500000 Penalty: 5233.287598
	Iteration 10Q: 3 clusters Score -4528174 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -4528695.500000 Penalty: 5233.287598
	Iteration 11Q: 3 clusters Score -4528696 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -4529186.500000 Penalty: 5233.287598
	Iteration 12Q: 3 clusters Score -4529186 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 30671 members 
Entering Unmasked Estep 
Score: -4529655.000000 Penalty: 5233.287598
	Iteration 13Q: 3 clusters Score -4529655 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 31711 members 
Entering Unmasked Estep 
Score: -4530154.500000 Penalty: 5233.287598
	Iteration 14Q: 3 clusters Score -4530154 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 32677 members 
Entering Unmasked Estep 
Score: -4530641.500000 Penalty: 5233.287598
	Iteration 15Q: 3 clusters Score -4530642 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 33583 members 
Entering Unmasked Estep 
Score: -4531148.000000 Penalty: 5233.287598
	Iteration 16Q: 3 clusters Score -4531148 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 34420 members 
Entering Unmasked Estep 
Score: -4531612.500000 Penalty: 5233.287598
	Iteration 17Q: 3 clusters Score -4531612 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 35123 members 
Entering Unmasked Estep 
Score: -4532036.000000 Penalty: 5233.287598
	Iteration 18Q: 3 clusters Score -4532036 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 35692 members 
Entering Unmasked Estep 
Score: -4532351.000000 Penalty: 5233.287598
	Iteration 19Q: 3 clusters Score -4532351 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 36124 members 
Entering Unmasked Estep 
Score: -4532604.000000 Penalty: 5233.287598
	Iteration 20F: 3 clusters Score -4532604 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 36461 members 
Entering Unmasked Estep 
Score: -4532782.500000 Penalty: 5233.287598
	Iteration 21Q: 3 clusters Score -4532782 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -4532924.000000 Penalty: 5233.287598
	Iteration 22Q: 3 clusters Score -4532924 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 36910 members 
Entering Unmasked Estep 
Score: -4533049.500000 Penalty: 5233.287598
	Iteration 23Q: 3 clusters Score -4533050 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 37072 members 
Entering Unmasked Estep 
Score: -4533137.000000 Penalty: 5233.287598
	Iteration 24Q: 3 clusters Score -4533137 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 37180 members 
Entering Unmasked Estep 
Score: -4533213.500000 Penalty: 5233.287598
	Iteration 25Q: 3 clusters Score -4533214 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 37264 members 
Entering Unmasked Estep 
Score: -4533274.000000 Penalty: 5233.287598
	Iteration 26Q: 3 clusters Score -4533274 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 37336 members 
Entering Unmasked Estep 
Score: -4533317.500000 Penalty: 5233.287598
	Iteration 27Q: 3 clusters Score -4533318 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 37384 members 
Entering Unmasked Estep 
Score: -4533348.000000 Penalty: 5233.287598
	Iteration 28Q: 3 clusters Score -4533348 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 37419 members 
Entering Unmasked Estep 
Score: -4533361.000000 Penalty: 5233.287598
	Iteration 29Q: 3 clusters Score -4533361 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 37452 members 
Entering Unmasked Estep 
Score: -4533381.000000 Penalty: 5233.287598
	Iteration 30Q: 3 clusters Score -4533381 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 37471 members 
Entering Unmasked Estep 
Score: -4533394.000000 Penalty: 5233.287598
	Iteration 31Q: 3 clusters Score -4533394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 37488 members 
Entering Unmasked Estep 
Score: -4533406.500000 Penalty: 5233.287598
	Iteration 32Q: 3 clusters Score -4533406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 37505 members 
Entering Unmasked Estep 
Score: -4533411.500000 Penalty: 5233.287598
	Iteration 33Q: 3 clusters Score -4533412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 37515 members 
Entering Unmasked Estep 
Score: -4533416.500000 Penalty: 5233.287598
	Iteration 34Q: 3 clusters Score -4533416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 37520 members 
Entering Unmasked Estep 
Score: -4533419.000000 Penalty: 5233.287598
	Iteration 35Q: 3 clusters Score -4533419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 37524 members 
Entering Unmasked Estep 
Score: -4533425.000000 Penalty: 5233.287598
	Iteration 36Q: 3 clusters Score -4533425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
Score: -4533427.500000 Penalty: 5233.287598
	Iteration 37Q: 3 clusters Score -4533428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 37544 members 
Entering Unmasked Estep 
Score: -4533443.500000 Penalty: 5233.287598
	Iteration 38Q: 3 clusters Score -4533444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 37550 members 
Entering Unmasked Estep 
Score: -4533439.500000 Penalty: 5233.287598
	Iteration 39Q: 3 clusters Score -4533440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 37559 members 
Entering Unmasked Estep 
Score: -4533456.000000 Penalty: 5233.287598
	Iteration 40F: 3 clusters Score -4533456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 37567 members 
Entering Unmasked Estep 
Score: -4533467.500000 Penalty: 5233.287598
	Iteration 41Q: 3 clusters Score -4533468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 37576 members 
Entering Unmasked Estep 
Score: -4533473.000000 Penalty: 5233.287598
	Iteration 42Q: 3 clusters Score -4533473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 37584 members 
Entering Unmasked Estep 
Score: -4533476.000000 Penalty: 5233.287598
	Iteration 43Q: 3 clusters Score -4533476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 37586 members 
Entering Unmasked Estep 
Score: -4533480.000000 Penalty: 5233.287598
	Iteration 44Q: 3 clusters Score -4533480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 37588 members 
Entering Unmasked Estep 
Score: -4533487.000000 Penalty: 5233.287598
	Iteration 45Q: 3 clusters Score -4533487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 37590 members 
Entering Unmasked Estep 
Score: -4533485.500000 Penalty: 5233.287598
	Iteration 46Q: 3 clusters Score -4533486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 37586 members 
Entering Unmasked Estep 
Score: -4533491.500000 Penalty: 5233.287598
	Iteration 47Q: 3 clusters Score -4533492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 37586 members 
Entering Unmasked Estep 
Score: -4533490.500000 Penalty: 5233.287598
	Iteration 48Q: 3 clusters Score -4533490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 37586 members 
Entering Unmasked Estep 
Score: -4533487.000000 Penalty: 5233.287598
	Iteration 49Q: 3 clusters Score -4533487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 37587 members 
Entering Unmasked Estep 
Score: -4533494.000000 Penalty: 5233.287598
	Iteration 50Q: 3 clusters Score -4533494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 37587 members 
Entering Unmasked Estep 
Score: -4533494.000000 Penalty: 5233.287598
	Iteration 51F: 3 clusters Score -4533494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Entering Unmasked Estep 
Score: -999891.687500 Penalty: 2250.765137
	Iteration 0F: 2 clusters Score -999891.7 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 4288 members 
Entering Unmasked Estep 
Score: -993032.250000 Penalty: 4501.530273
	Iteration 0F: 3 clusters Score -993032.2 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -995266.812500 Penalty: 4501.530273
	Iteration 1F: 3 clusters Score -995266.8 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -995821.875000 Penalty: 4501.530273
	Iteration 2F: 3 clusters Score -995821.9 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -996298.437500 Penalty: 4501.530273
	Iteration 3F: 3 clusters Score -996298.4 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -996713.812500 Penalty: 4501.530273
	Iteration 4F: 3 clusters Score -996713.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -997060.250000 Penalty: 4501.530273
	Iteration 5F: 3 clusters Score -997060.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -997350.562500 Penalty: 4501.530273
	Iteration 6Q: 3 clusters Score -997350.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -997631.062500 Penalty: 4501.530273
	Iteration 7Q: 3 clusters Score -997631.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -997944.375000 Penalty: 4501.530273
	Iteration 8Q: 3 clusters Score -997944.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -998306.187500 Penalty: 4501.530273
	Iteration 9Q: 3 clusters Score -998306.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -998636.125000 Penalty: 4501.530273
	Iteration 10Q: 3 clusters Score -998636.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -998884.562500 Penalty: 4501.530273
	Iteration 11Q: 3 clusters Score -998884.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -998996.875000 Penalty: 4501.530273
	Iteration 12Q: 3 clusters Score -998996.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -999066.062500 Penalty: 4501.530273
	Iteration 13Q: 3 clusters Score -999066.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -999130.562500 Penalty: 4501.530273
	Iteration 14Q: 3 clusters Score -999130.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -999190.312500 Penalty: 4501.530273
	Iteration 15Q: 3 clusters Score -999190.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -999252.937500 Penalty: 4501.530273
	Iteration 16Q: 3 clusters Score -999252.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -999296.687500 Penalty: 4501.530273
	Iteration 17Q: 3 clusters Score -999296.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -999342.875000 Penalty: 4501.530273
	Iteration 18Q: 3 clusters Score -999342.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -999395.437500 Penalty: 4501.530273
	Iteration 19Q: 3 clusters Score -999395.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -999454.125000 Penalty: 4501.530273
	Iteration 20F: 3 clusters Score -999454.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -999531.312500 Penalty: 4501.530273
	Iteration 21Q: 3 clusters Score -999531.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -999607.375000 Penalty: 4501.530273
	Iteration 22Q: 3 clusters Score -999607.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -999707.812500 Penalty: 4501.530273
	Iteration 23Q: 3 clusters Score -999707.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -999820.687500 Penalty: 4501.530273
	Iteration 24Q: 3 clusters Score -999820.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -999928.625000 Penalty: 4501.530273
	Iteration 25Q: 3 clusters Score -999928.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1000035.062500 Penalty: 4501.530273
	Iteration 26Q: 3 clusters Score -1000035 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1000143.062500 Penalty: 4501.530273
	Iteration 27Q: 3 clusters Score -1000143 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1000236.875000 Penalty: 4501.530273
	Iteration 28Q: 3 clusters Score -1000237 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1000306.000000 Penalty: 4501.530273
	Iteration 29Q: 3 clusters Score -1000306 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1000376.375000 Penalty: 4501.530273
	Iteration 30Q: 3 clusters Score -1000376 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1000454.312500 Penalty: 4501.530273
	Iteration 31Q: 3 clusters Score -1000454 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1000514.187500 Penalty: 4501.530273
	Iteration 32Q: 3 clusters Score -1000514 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1000555.312500 Penalty: 4501.530273
	Iteration 33Q: 3 clusters Score -1000555 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1000585.687500 Penalty: 4501.530273
	Iteration 34Q: 3 clusters Score -1000586 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1000609.375000 Penalty: 4501.530273
	Iteration 35Q: 3 clusters Score -1000609 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1000626.187500 Penalty: 4501.530273
	Iteration 36Q: 3 clusters Score -1000626 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1000641.375000 Penalty: 4501.530273
	Iteration 37Q: 3 clusters Score -1000641 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1000651.187500 Penalty: 4501.530273
	Iteration 38Q: 3 clusters Score -1000651 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1000654.375000 Penalty: 4501.530273
	Iteration 39Q: 3 clusters Score -1000654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1000664.875000 Penalty: 4501.530273
	Iteration 40F: 3 clusters Score -1000665 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1000673.312500 Penalty: 4501.530273
	Iteration 41Q: 3 clusters Score -1000673 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1000680.312500 Penalty: 4501.530273
	Iteration 42Q: 3 clusters Score -1000680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1000687.687500 Penalty: 4501.530273
	Iteration 43Q: 3 clusters Score -1000688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1000689.937500 Penalty: 4501.530273
	Iteration 44Q: 3 clusters Score -1000690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1000691.250000 Penalty: 4501.530273
	Iteration 45Q: 3 clusters Score -1000691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1000691.250000 Penalty: 4501.530273
	Iteration 46Q: 3 clusters Score -1000691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1000694.875000 Penalty: 4501.530273
	Iteration 47Q: 3 clusters Score -1000695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1000697.250000 Penalty: 4501.530273
	Iteration 48Q: 3 clusters Score -1000697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1000699.312500 Penalty: 4501.530273
	Iteration 49Q: 3 clusters Score -1000699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1000698.312500 Penalty: 4501.530273
	Iteration 50Q: 3 clusters Score -1000698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1000699.625000 Penalty: 4501.530273
	Iteration 51Q: 3 clusters Score -1000700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1000699.687500 Penalty: 4501.530273
	Iteration 52Q: 3 clusters Score -1000700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1000698.562500 Penalty: 4501.530273
	Iteration 53Q: 3 clusters Score -1000699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1000699.875000 Penalty: 4501.530273
	Iteration 54Q: 3 clusters Score -1000700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1000700.125000 Penalty: 4501.530273
	Iteration 55Q: 3 clusters Score -1000700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1000699.875000 Penalty: 4501.530273
	Iteration 56Q: 3 clusters Score -1000700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1000699.875000 Penalty: 4501.530273
	Iteration 57F: 3 clusters Score -1000700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58544 members 
Mstep: Class 2 contains 156309 members 
Mstep: Class 3 contains 7351 members 
Mstep: Class 4 contains 179432 members 
Mstep: Class 5 contains 11172 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31582 members 
Mstep: Class 8 contains 24823 members 
Mstep: Class 9 contains 187929 members 
Mstep: Class 10 contains 6571 members 
Mstep: Class 11 contains 38215 members 
Mstep: Class 12 contains 2747 members 
Mstep: Class 13 contains 10591 members 
Mstep: Class 14 contains 8034 members 
Mstep: Class 15 contains 8420 members 
Mstep: Class 16 contains 10451 members 
Mstep: Class 17 contains 69664 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12357 members 
Mstep: Class 20 contains 2952 members 
Mstep: Class 21 contains 282410 members 
Mstep: Class 22 contains 40998 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282968 members 
Mstep: Class 25 contains 16085 members 
Mstep: Class 26 contains 21587 members 
Mstep: Class 27 contains 16574 members 
Mstep: Class 28 contains 11354 members 
Mstep: Class 29 contains 6220 members 
Mstep: Class 30 contains 38971 members 
Mstep: Class 31 contains 2402 members 
Mstep: Class 32 contains 10543 members 
Mstep: Class 33 contains 8101 members 
Mstep: Class 34 contains 218429 members 
Mstep: Class 35 contains 170901 members 
Mstep: Class 36 contains 10323 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10896 members 
Mstep: Class 39 contains 5993 members 
Entering Unmasked Estep 
Score: -235412144.000000 Penalty: 140280.062500
Splitting cluster 12 changes total score from -235412688.000000 to -235412144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (10591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Entering Unmasked Estep 
Score: -1215263.250000 Penalty: 2298.404541
	Iteration 0F: 2 clusters Score -1215263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1207248.875000 Penalty: 4596.809082
	Iteration 0F: 3 clusters Score -1207249 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1209666.375000 Penalty: 4596.809082
	Iteration 1F: 3 clusters Score -1209666 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1210030.375000 Penalty: 4596.809082
	Iteration 2F: 3 clusters Score -1210030 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1210281.125000 Penalty: 4596.809082
	Iteration 3F: 3 clusters Score -1210281 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1210460.875000 Penalty: 4596.809082
	Iteration 4Q: 3 clusters Score -1210461 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1210621.750000 Penalty: 4596.809082
	Iteration 5Q: 3 clusters Score -1210622 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1210754.125000 Penalty: 4596.809082
	Iteration 6Q: 3 clusters Score -1210754 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1210869.500000 Penalty: 4596.809082
	Iteration 7Q: 3 clusters Score -1210870 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1210996.000000 Penalty: 4596.809082
	Iteration 8Q: 3 clusters Score -1210996 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1211113.375000 Penalty: 4596.809082
	Iteration 9Q: 3 clusters Score -1211113 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1211235.500000 Penalty: 4596.809082
	Iteration 10Q: 3 clusters Score -1211236 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1211395.375000 Penalty: 4596.809082
	Iteration 11Q: 3 clusters Score -1211395 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1211550.625000 Penalty: 4596.809082
	Iteration 12Q: 3 clusters Score -1211551 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1211711.375000 Penalty: 4596.809082
	Iteration 13Q: 3 clusters Score -1211711 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1211868.625000 Penalty: 4596.809082
	Iteration 14Q: 3 clusters Score -1211869 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1212053.375000 Penalty: 4596.809082
	Iteration 15Q: 3 clusters Score -1212053 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1212223.500000 Penalty: 4596.809082
	Iteration 16Q: 3 clusters Score -1212224 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1212374.875000 Penalty: 4596.809082
	Iteration 17Q: 3 clusters Score -1212375 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1212506.625000 Penalty: 4596.809082
	Iteration 18Q: 3 clusters Score -1212507 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1212607.375000 Penalty: 4596.809082
	Iteration 19Q: 3 clusters Score -1212607 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1212666.750000 Penalty: 4596.809082
	Iteration 20F: 3 clusters Score -1212667 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1212721.375000 Penalty: 4596.809082
	Iteration 21Q: 3 clusters Score -1212721 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1212753.250000 Penalty: 4596.809082
	Iteration 22Q: 3 clusters Score -1212753 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1212783.625000 Penalty: 4596.809082
	Iteration 23Q: 3 clusters Score -1212784 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1212802.125000 Penalty: 4596.809082
	Iteration 24Q: 3 clusters Score -1212802 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1212816.250000 Penalty: 4596.809082
	Iteration 25Q: 3 clusters Score -1212816 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1212837.750000 Penalty: 4596.809082
	Iteration 26Q: 3 clusters Score -1212838 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1212848.750000 Penalty: 4596.809082
	Iteration 27Q: 3 clusters Score -1212849 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1212864.375000 Penalty: 4596.809082
	Iteration 28Q: 3 clusters Score -1212864 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1212888.750000 Penalty: 4596.809082
	Iteration 29Q: 3 clusters Score -1212889 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1212905.375000 Penalty: 4596.809082
	Iteration 30Q: 3 clusters Score -1212905 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1212925.000000 Penalty: 4596.809082
	Iteration 31Q: 3 clusters Score -1212925 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1212937.625000 Penalty: 4596.809082
	Iteration 32Q: 3 clusters Score -1212938 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1212948.000000 Penalty: 4596.809082
	Iteration 33Q: 3 clusters Score -1212948 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1212963.125000 Penalty: 4596.809082
	Iteration 34Q: 3 clusters Score -1212963 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1212980.250000 Penalty: 4596.809082
	Iteration 35Q: 3 clusters Score -1212980 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1212997.875000 Penalty: 4596.809082
	Iteration 36Q: 3 clusters Score -1212998 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1213020.625000 Penalty: 4596.809082
	Iteration 37Q: 3 clusters Score -1213021 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1213069.000000 Penalty: 4596.809082
	Iteration 38Q: 3 clusters Score -1213069 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1213131.625000 Penalty: 4596.809082
	Iteration 39Q: 3 clusters Score -1213132 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1213207.875000 Penalty: 4596.809082
	Iteration 40F: 3 clusters Score -1213208 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1213293.625000 Penalty: 4596.809082
	Iteration 41Q: 3 clusters Score -1213294 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1213372.125000 Penalty: 4596.809082
	Iteration 42Q: 3 clusters Score -1213372 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1213425.375000 Penalty: 4596.809082
	Iteration 43Q: 3 clusters Score -1213425 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1213455.875000 Penalty: 4596.809082
	Iteration 44Q: 3 clusters Score -1213456 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1213476.750000 Penalty: 4596.809082
	Iteration 45Q: 3 clusters Score -1213477 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1213495.875000 Penalty: 4596.809082
	Iteration 46Q: 3 clusters Score -1213496 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1213506.625000 Penalty: 4596.809082
	Iteration 47Q: 3 clusters Score -1213507 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1213515.500000 Penalty: 4596.809082
	Iteration 48Q: 3 clusters Score -1213516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1213520.500000 Penalty: 4596.809082
	Iteration 49Q: 3 clusters Score -1213520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1213526.125000 Penalty: 4596.809082
	Iteration 50Q: 3 clusters Score -1213526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1213525.000000 Penalty: 4596.809082
	Iteration 51Q: 3 clusters Score -1213525 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1213530.375000 Penalty: 4596.809082
	Iteration 52Q: 3 clusters Score -1213530 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1213533.750000 Penalty: 4596.809082
	Iteration 53Q: 3 clusters Score -1213534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1213538.875000 Penalty: 4596.809082
	Iteration 54Q: 3 clusters Score -1213539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1213538.875000 Penalty: 4596.809082
	Iteration 55Q: 3 clusters Score -1213539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1213543.875000 Penalty: 4596.809082
	Iteration 56Q: 3 clusters Score -1213544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1213545.625000 Penalty: 4596.809082
	Iteration 57Q: 3 clusters Score -1213546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1213544.375000 Penalty: 4596.809082
	Iteration 58Q: 3 clusters Score -1213544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1213546.875000 Penalty: 4596.809082
	Iteration 59Q: 3 clusters Score -1213547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1213546.875000 Penalty: 4596.809082
	Iteration 60F: 3 clusters Score -1213547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Entering Unmasked Estep 
Score: -904829.875000 Penalty: 2229.876709
	Iteration 0F: 2 clusters Score -904829.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -898438.625000 Penalty: 4459.753418
	Iteration 0F: 3 clusters Score -898438.6 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -900257.562500 Penalty: 4459.753418
	Iteration 1F: 3 clusters Score -900257.6 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -900601.250000 Penalty: 4459.753418
	Iteration 2F: 3 clusters Score -900601.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -900843.000000 Penalty: 4459.753418
	Iteration 3F: 3 clusters Score -900843 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -901050.750000 Penalty: 4459.753418
	Iteration 4Q: 3 clusters Score -901050.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -901251.687500 Penalty: 4459.753418
	Iteration 5Q: 3 clusters Score -901251.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -901469.312500 Penalty: 4459.753418
	Iteration 6Q: 3 clusters Score -901469.3 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -901709.062500 Penalty: 4459.753418
	Iteration 7Q: 3 clusters Score -901709.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -901943.437500 Penalty: 4459.753418
	Iteration 8Q: 3 clusters Score -901943.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -902146.375000 Penalty: 4459.753418
	Iteration 9Q: 3 clusters Score -902146.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -902324.187500 Penalty: 4459.753418
	Iteration 10Q: 3 clusters Score -902324.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -902492.562500 Penalty: 4459.753418
	Iteration 11Q: 3 clusters Score -902492.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -902654.562500 Penalty: 4459.753418
	Iteration 12Q: 3 clusters Score -902654.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -902822.187500 Penalty: 4459.753418
	Iteration 13Q: 3 clusters Score -902822.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -902979.812500 Penalty: 4459.753418
	Iteration 14Q: 3 clusters Score -902979.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -903139.375000 Penalty: 4459.753418
	Iteration 15Q: 3 clusters Score -903139.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -903271.937500 Penalty: 4459.753418
	Iteration 16Q: 3 clusters Score -903271.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -903403.000000 Penalty: 4459.753418
	Iteration 17Q: 3 clusters Score -903403 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -903526.687500 Penalty: 4459.753418
	Iteration 18Q: 3 clusters Score -903526.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -903674.000000 Penalty: 4459.753418
	Iteration 19Q: 3 clusters Score -903674 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -903853.125000 Penalty: 4459.753418
	Iteration 20F: 3 clusters Score -903853.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -904024.187500 Penalty: 4459.753418
	Iteration 21Q: 3 clusters Score -904024.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -904189.750000 Penalty: 4459.753418
	Iteration 22Q: 3 clusters Score -904189.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -904314.312500 Penalty: 4459.753418
	Iteration 23Q: 3 clusters Score -904314.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -904416.312500 Penalty: 4459.753418
	Iteration 24Q: 3 clusters Score -904416.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -904472.312500 Penalty: 4459.753418
	Iteration 25Q: 3 clusters Score -904472.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -904500.062500 Penalty: 4459.753418
	Iteration 26Q: 3 clusters Score -904500.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -904519.875000 Penalty: 4459.753418
	Iteration 27Q: 3 clusters Score -904519.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -904534.937500 Penalty: 4459.753418
	Iteration 28Q: 3 clusters Score -904534.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -904540.125000 Penalty: 4459.753418
	Iteration 29Q: 3 clusters Score -904540.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -904547.562500 Penalty: 4459.753418
	Iteration 30Q: 3 clusters Score -904547.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -904551.062500 Penalty: 4459.753418
	Iteration 31Q: 3 clusters Score -904551.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -904554.500000 Penalty: 4459.753418
	Iteration 32Q: 3 clusters Score -904554.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -904554.187500 Penalty: 4459.753418
	Iteration 33Q: 3 clusters Score -904554.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -904556.562500 Penalty: 4459.753418
	Iteration 34Q: 3 clusters Score -904556.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -904555.812500 Penalty: 4459.753418
	Iteration 35Q: 3 clusters Score -904555.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -904556.000000 Penalty: 4459.753418
	Iteration 36Q: 3 clusters Score -904556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -904556.625000 Penalty: 4459.753418
	Iteration 37Q: 3 clusters Score -904556.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -904557.812500 Penalty: 4459.753418
	Iteration 38F: 3 clusters Score -904557.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -904560.000000 Penalty: 4459.753418
	Iteration 39Q: 3 clusters Score -904560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -904560.750000 Penalty: 4459.753418
	Iteration 40F: 3 clusters Score -904560.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -904561.250000 Penalty: 4459.753418
	Iteration 41Q: 3 clusters Score -904561.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -904561.312500 Penalty: 4459.753418
	Iteration 42Q: 3 clusters Score -904561.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -904562.187500 Penalty: 4459.753418
	Iteration 43Q: 3 clusters Score -904562.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -904561.937500 Penalty: 4459.753418
	Iteration 44Q: 3 clusters Score -904561.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -904561.937500 Penalty: 4459.753418
	Iteration 45F: 3 clusters Score -904561.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Entering Unmasked Estep 
Score: -939797.375000 Penalty: 2241.514648
	Iteration 0F: 2 clusters Score -939797.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -933143.562500 Penalty: 4483.029297
	Iteration 0F: 3 clusters Score -933143.6 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -935418.000000 Penalty: 4483.029297
	Iteration 1F: 3 clusters Score -935418 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -936381.437500 Penalty: 4483.029297
	Iteration 2F: 3 clusters Score -936381.4 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -937545.187500 Penalty: 4483.029297
	Iteration 3F: 3 clusters Score -937545.2 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -938642.000000 Penalty: 4483.029297
	Iteration 4F: 3 clusters Score -938642 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -939462.375000 Penalty: 4483.029297
	Iteration 5F: 3 clusters Score -939462.4 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -940120.000000 Penalty: 4483.029297
	Iteration 6F: 3 clusters Score -940120 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -940508.312500 Penalty: 4483.029297
	Iteration 7Q: 3 clusters Score -940508.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -940695.312500 Penalty: 4483.029297
	Iteration 8Q: 3 clusters Score -940695.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -940774.562500 Penalty: 4483.029297
	Iteration 9Q: 3 clusters Score -940774.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -940817.000000 Penalty: 4483.029297
	Iteration 10Q: 3 clusters Score -940817 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -940837.125000 Penalty: 4483.029297
	Iteration 11Q: 3 clusters Score -940837.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -940848.750000 Penalty: 4483.029297
	Iteration 12Q: 3 clusters Score -940848.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -940867.875000 Penalty: 4483.029297
	Iteration 13Q: 3 clusters Score -940867.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -940879.625000 Penalty: 4483.029297
	Iteration 14Q: 3 clusters Score -940879.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -940889.687500 Penalty: 4483.029297
	Iteration 15Q: 3 clusters Score -940889.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -940895.687500 Penalty: 4483.029297
	Iteration 16Q: 3 clusters Score -940895.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -940897.312500 Penalty: 4483.029297
	Iteration 17Q: 3 clusters Score -940897.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -940900.687500 Penalty: 4483.029297
	Iteration 18Q: 3 clusters Score -940900.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -940902.312500 Penalty: 4483.029297
	Iteration 19Q: 3 clusters Score -940902.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -940902.000000 Penalty: 4483.029297
	Iteration 20F: 3 clusters Score -940902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -940903.250000 Penalty: 4483.029297
	Iteration 21Q: 3 clusters Score -940903.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -940903.250000 Penalty: 4483.029297
	Iteration 22F: 3 clusters Score -940903.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58544 members 
Mstep: Class 2 contains 156309 members 
Mstep: Class 3 contains 7351 members 
Mstep: Class 4 contains 179432 members 
Mstep: Class 5 contains 11172 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31582 members 
Mstep: Class 8 contains 24823 members 
Mstep: Class 9 contains 187929 members 
Mstep: Class 10 contains 6571 members 
Mstep: Class 11 contains 38215 members 
Mstep: Class 12 contains 8740 members 
Mstep: Class 13 contains 10591 members 
Mstep: Class 14 contains 8034 members 
Mstep: Class 15 contains 673 members 
Mstep: Class 16 contains 10451 members 
Mstep: Class 17 contains 69664 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12357 members 
Mstep: Class 20 contains 2952 members 
Mstep: Class 21 contains 282410 members 
Mstep: Class 22 contains 40998 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282968 members 
Mstep: Class 25 contains 16085 members 
Mstep: Class 26 contains 21587 members 
Mstep: Class 27 contains 16574 members 
Mstep: Class 28 contains 11354 members 
Mstep: Class 29 contains 6220 members 
Mstep: Class 30 contains 38971 members 
Mstep: Class 31 contains 2402 members 
Mstep: Class 32 contains 10543 members 
Mstep: Class 33 contains 8101 members 
Mstep: Class 34 contains 218429 members 
Mstep: Class 35 contains 170901 members 
Mstep: Class 36 contains 10323 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10896 members 
Mstep: Class 39 contains 7747 members 
Entering Unmasked Estep 
Score: -235412112.000000 Penalty: 140280.062500
Splitting cluster 15 changes total score from -235412688.000000 to -235412112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (10451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Entering Unmasked Estep 
Score: -1192208.000000 Penalty: 2295.104248
	Iteration 0F: 2 clusters Score -1192208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1184232.000000 Penalty: 4590.208496
	Iteration 0F: 3 clusters Score -1184232 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1186645.625000 Penalty: 4590.208496
	Iteration 1F: 3 clusters Score -1186646 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1187081.250000 Penalty: 4590.208496
	Iteration 2F: 3 clusters Score -1187081 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1187512.375000 Penalty: 4590.208496
	Iteration 3F: 3 clusters Score -1187512 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1187935.500000 Penalty: 4590.208496
	Iteration 4F: 3 clusters Score -1187936 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1188355.750000 Penalty: 4590.208496
	Iteration 5F: 3 clusters Score -1188356 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1188769.125000 Penalty: 4590.208496
	Iteration 6F: 3 clusters Score -1188769 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1189204.125000 Penalty: 4590.208496
	Iteration 7F: 3 clusters Score -1189204 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1189649.875000 Penalty: 4590.208496
	Iteration 8F: 3 clusters Score -1189650 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1190159.125000 Penalty: 4590.208496
	Iteration 9F: 3 clusters Score -1190159 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1190592.750000 Penalty: 4590.208496
	Iteration 10Q: 3 clusters Score -1190593 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1190963.250000 Penalty: 4590.208496
	Iteration 11Q: 3 clusters Score -1190963 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1191257.125000 Penalty: 4590.208496
	Iteration 12Q: 3 clusters Score -1191257 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1191516.125000 Penalty: 4590.208496
	Iteration 13Q: 3 clusters Score -1191516 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1191706.500000 Penalty: 4590.208496
	Iteration 14Q: 3 clusters Score -1191706 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1191848.750000 Penalty: 4590.208496
	Iteration 15Q: 3 clusters Score -1191849 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1191932.875000 Penalty: 4590.208496
	Iteration 16Q: 3 clusters Score -1191933 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1191984.625000 Penalty: 4590.208496
	Iteration 17Q: 3 clusters Score -1191985 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1192021.125000 Penalty: 4590.208496
	Iteration 18Q: 3 clusters Score -1192021 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1192063.750000 Penalty: 4590.208496
	Iteration 19Q: 3 clusters Score -1192064 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1192100.250000 Penalty: 4590.208496
	Iteration 20F: 3 clusters Score -1192100 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1192120.500000 Penalty: 4590.208496
	Iteration 21Q: 3 clusters Score -1192120 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1192147.875000 Penalty: 4590.208496
	Iteration 22Q: 3 clusters Score -1192148 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1192167.875000 Penalty: 4590.208496
	Iteration 23Q: 3 clusters Score -1192168 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1192183.625000 Penalty: 4590.208496
	Iteration 24Q: 3 clusters Score -1192184 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1192201.625000 Penalty: 4590.208496
	Iteration 25Q: 3 clusters Score -1192202 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1192223.375000 Penalty: 4590.208496
	Iteration 26Q: 3 clusters Score -1192223 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1192236.625000 Penalty: 4590.208496
	Iteration 27Q: 3 clusters Score -1192237 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1192244.500000 Penalty: 4590.208496
	Iteration 28Q: 3 clusters Score -1192244 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1192252.000000 Penalty: 4590.208496
	Iteration 29Q: 3 clusters Score -1192252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1192253.250000 Penalty: 4590.208496
	Iteration 30Q: 3 clusters Score -1192253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1192257.375000 Penalty: 4590.208496
	Iteration 31Q: 3 clusters Score -1192257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1192257.375000 Penalty: 4590.208496
	Iteration 32Q: 3 clusters Score -1192257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1192255.750000 Penalty: 4590.208496
	Iteration 33Q: 3 clusters Score -1192256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1192254.875000 Penalty: 4590.208496
	Iteration 34Q: 3 clusters Score -1192255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1192254.875000 Penalty: 4590.208496
	Iteration 35F: 3 clusters Score -1192255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58544 members 
Mstep: Class 2 contains 156309 members 
Mstep: Class 3 contains 7351 members 
Mstep: Class 4 contains 179432 members 
Mstep: Class 5 contains 11172 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31582 members 
Mstep: Class 8 contains 24823 members 
Mstep: Class 9 contains 187929 members 
Mstep: Class 10 contains 6571 members 
Mstep: Class 11 contains 38215 members 
Mstep: Class 12 contains 8740 members 
Mstep: Class 13 contains 10591 members 
Mstep: Class 14 contains 8034 members 
Mstep: Class 15 contains 8420 members 
Mstep: Class 16 contains 7137 members 
Mstep: Class 17 contains 69664 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12357 members 
Mstep: Class 20 contains 2952 members 
Mstep: Class 21 contains 282410 members 
Mstep: Class 22 contains 40998 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282968 members 
Mstep: Class 25 contains 16085 members 
Mstep: Class 26 contains 21587 members 
Mstep: Class 27 contains 16574 members 
Mstep: Class 28 contains 11354 members 
Mstep: Class 29 contains 6220 members 
Mstep: Class 30 contains 38971 members 
Mstep: Class 31 contains 2402 members 
Mstep: Class 32 contains 10543 members 
Mstep: Class 33 contains 8101 members 
Mstep: Class 34 contains 218429 members 
Mstep: Class 35 contains 170901 members 
Mstep: Class 36 contains 10323 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10896 members 
Mstep: Class 39 contains 3314 members 
Entering Unmasked Estep 
Score: -235411920.000000 Penalty: 140280.062500
Splitting cluster 16 changes total score from -235412688.000000 to -235411920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (69664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69664 members 
Entering Unmasked Estep 
Score: -8485717.000000 Penalty: 2765.556885
	Iteration 0F: 2 clusters Score -8485717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 34725 members 
Entering Unmasked Estep 
Score: -8439097.000000 Penalty: 5531.113770
	Iteration 0F: 3 clusters Score -8439097 nChanged 32417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36354 members 
Mstep: Class 2 contains 33310 members 
Entering Unmasked Estep 
Score: -8457588.000000 Penalty: 5531.113770
	Iteration 1F: 3 clusters Score -8457588 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37318 members 
Mstep: Class 2 contains 32346 members 
Entering Unmasked Estep 
Score: -8458611.000000 Penalty: 5531.113770
	Iteration 2Q: 3 clusters Score -8458611 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38806 members 
Mstep: Class 2 contains 30858 members 
Entering Unmasked Estep 
Score: -8459966.000000 Penalty: 5531.113770
	Iteration 3Q: 3 clusters Score -8459966 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41027 members 
Mstep: Class 2 contains 28637 members 
Entering Unmasked Estep 
Score: -8461945.000000 Penalty: 5531.113770
	Iteration 4F: 3 clusters Score -8461945 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43907 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -8464718.000000 Penalty: 5531.113770
	Iteration 5F: 3 clusters Score -8464718 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47245 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -8468381.000000 Penalty: 5531.113770
	Iteration 6F: 3 clusters Score -8468381 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50461 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -8472169.000000 Penalty: 5531.113770
	Iteration 7F: 3 clusters Score -8472169 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53140 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -8475513.000000 Penalty: 5531.113770
	Iteration 8F: 3 clusters Score -8475513 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54925 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 56032 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 56689 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 57179 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 57583 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 57945 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 58262 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 58558 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 58796 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 58990 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 59166 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 59317 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 59453 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 59571 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 59696 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 59821 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 59944 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 60047 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 60138 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8482218 nChanged 111
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Mstep: Class 1 contains 60221 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8482236 nChanged 114
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Mstep: Class 1 contains 60315 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 60400 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 60502 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 60618 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 60717 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 60812 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 60887 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 60968 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 61064 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 61254 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 61348 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 61440 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 61933 members 
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Mstep: Class 1 contains 62203 members 
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Mstep: Class 1 contains 62292 members 
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Mstep: Class 1 contains 62382 members 
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Mstep: Class 1 contains 62468 members 
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Mstep: Class 1 contains 62551 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 62739 members 
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Mstep: Class 1 contains 63153 members 
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Mstep: Class 1 contains 64018 members 
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Mstep: Class 1 contains 66050 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8483061 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66102 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 66147 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 66201 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8483083 nChanged 41
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Mstep: Class 1 contains 66240 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 66279 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8483090 nChanged 26
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Mstep: Class 1 contains 66337 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8483091 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66363 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8483093 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 66455 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 66497 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8483114 nChanged 32
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8483107 nChanged 31
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Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8483111 nChanged 25
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8483120 nChanged 25
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Mstep: Class 1 contains 66644 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8483133 nChanged 25
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Mstep: Class 1 contains 66669 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 66695 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8483132 nChanged 23
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Entering Unmasked Estep 
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Mstep: Class 1 contains 66745 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8483135 nChanged 30
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Mstep: Class 1 contains 66775 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8483151 nChanged 27
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Mstep: Class 1 contains 66802 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -8483153 nChanged 21
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Mstep: Class 1 contains 66823 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -8483161 nChanged 24
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Mstep: Class 1 contains 66847 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 66968 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -8483199 nChanged 46
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Mstep: Class 1 contains 67012 members 
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	Iteration 131Q: 3 clusters Score -8483206 nChanged 42
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Mstep: Class 1 contains 67052 members 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -8483218 nChanged 46
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Mstep: Class 1 contains 67098 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -8483238 nChanged 47
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	Iteration 134Q: 3 clusters Score -8483249 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8483281 nChanged 41
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -8483290 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67320 members 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8483304 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67363 members 
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	Iteration 139Q: 3 clusters Score -8483304 nChanged 48
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Mstep: Class 1 contains 67403 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -8483321 nChanged 40
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Mstep: Class 1 contains 67437 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -8483311 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67468 members 
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -8483328 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67489 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -8483321 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67507 members 
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -8483323 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67521 members 
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -8483318 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67537 members 
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	Iteration 146Q: 3 clusters Score -8483324 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67544 members 
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	Iteration 147Q: 3 clusters Score -8483318 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67559 members 
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -8483317 nChanged 10
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	Iteration 149Q: 3 clusters Score -8483323 nChanged 12
Entering Unmasked Mstep 
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	Iteration 150Q: 3 clusters Score -8483335 nChanged 12
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -8483340 nChanged 8
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -8483341 nChanged 10
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Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -8483331 nChanged 9
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	Iteration 154Q: 3 clusters Score -8483335 nChanged 8
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	Iteration 156Q: 3 clusters Score -8483341 nChanged 8
Entering Unmasked Mstep 
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	Iteration 157Q: 3 clusters Score -8483353 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67646 members 
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	Iteration 158Q: 3 clusters Score -8483342 nChanged 3
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Mstep: Class 1 contains 67649 members 
Mstep: Class 2 contains 2015 members 
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	Iteration 159Q: 3 clusters Score -8483352 nChanged 5
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Mstep: Class 2 contains 2010 members 
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	Iteration 160F: 3 clusters Score -8483352 nChanged 5
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Mstep: Class 2 contains 2005 members 
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	Iteration 161Q: 3 clusters Score -8483344 nChanged 4
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	Iteration 162Q: 3 clusters Score -8483347 nChanged 1
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	Iteration 163Q: 3 clusters Score -8483351 nChanged 2
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	Iteration 164Q: 3 clusters Score -8483347 nChanged 3
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	Iteration 165Q: 3 clusters Score -8483348 nChanged 1
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	Iteration 167Q: 3 clusters Score -8483350 nChanged 3
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	Iteration 168Q: 3 clusters Score -8483352 nChanged 4
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	Iteration 171Q: 3 clusters Score -8483352 nChanged 8
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Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -8483346 nChanged 10
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Mstep: Class 1 contains 67705 members 
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	Iteration 174Q: 3 clusters Score -8483351 nChanged 8
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	Iteration 175Q: 3 clusters Score -8483349 nChanged 3
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	Iteration 178Q: 3 clusters Score -8483344 nChanged 3
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	Iteration 179Q: 3 clusters Score -8483342 nChanged 2
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	Iteration 180F: 3 clusters Score -8483346 nChanged 4
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	Iteration 181Q: 3 clusters Score -8483357 nChanged 6
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	Iteration 183Q: 3 clusters Score -8483354 nChanged 8
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	Iteration 184Q: 3 clusters Score -8483362 nChanged 6
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	Iteration 185Q: 3 clusters Score -8483365 nChanged 6
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	Iteration 187Q: 3 clusters Score -8483369 nChanged 4
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	Iteration 191Q: 3 clusters Score -8483374 nChanged 6
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Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -8483385.000000 Penalty: 5531.113770
	Iteration 193Q: 3 clusters Score -8483385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67804 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -8483391.000000 Penalty: 5531.113770
	Iteration 194Q: 3 clusters Score -8483391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67806 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -8483390.000000 Penalty: 5531.113770
	Iteration 195Q: 3 clusters Score -8483390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67811 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -8483386.000000 Penalty: 5531.113770
	Iteration 196Q: 3 clusters Score -8483386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67818 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -8483391.000000 Penalty: 5531.113770
	Iteration 197Q: 3 clusters Score -8483391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67823 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -8483384.000000 Penalty: 5531.113770
	Iteration 198Q: 3 clusters Score -8483384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67828 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -8483397.000000 Penalty: 5531.113770
	Iteration 199Q: 3 clusters Score -8483397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67835 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -8483399.000000 Penalty: 5531.113770
	Iteration 200F: 3 clusters Score -8483399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67844 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -8483399.000000 Penalty: 5531.113770
	Iteration 201Q: 3 clusters Score -8483399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67848 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -8483389.000000 Penalty: 5531.113770
	Iteration 202Q: 3 clusters Score -8483389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67853 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -8483395.000000 Penalty: 5531.113770
	Iteration 203Q: 3 clusters Score -8483395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67861 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -8483391.000000 Penalty: 5531.113770
	Iteration 204Q: 3 clusters Score -8483391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67870 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -8483394.000000 Penalty: 5531.113770
	Iteration 205Q: 3 clusters Score -8483394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67874 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -8483394.000000 Penalty: 5531.113770
	Iteration 206Q: 3 clusters Score -8483394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67881 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -8483399.000000 Penalty: 5531.113770
	Iteration 207Q: 3 clusters Score -8483399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67884 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -8483392.000000 Penalty: 5531.113770
	Iteration 208Q: 3 clusters Score -8483392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67885 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -8483394.000000 Penalty: 5531.113770
	Iteration 209Q: 3 clusters Score -8483394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67887 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -8483394.000000 Penalty: 5531.113770
	Iteration 210Q: 3 clusters Score -8483394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67889 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -8483392.000000 Penalty: 5531.113770
	Iteration 211Q: 3 clusters Score -8483392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67892 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -8483394.000000 Penalty: 5531.113770
	Iteration 212Q: 3 clusters Score -8483394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67896 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -8483391.000000 Penalty: 5531.113770
	Iteration 213Q: 3 clusters Score -8483391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67899 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -8483391.000000 Penalty: 5531.113770
	Iteration 214Q: 3 clusters Score -8483391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67902 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -8483393.000000 Penalty: 5531.113770
	Iteration 215Q: 3 clusters Score -8483393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67907 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -8483398.000000 Penalty: 5531.113770
	Iteration 216Q: 3 clusters Score -8483398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67909 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -8483398.000000 Penalty: 5531.113770
	Iteration 217Q: 3 clusters Score -8483398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67909 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -8483398.000000 Penalty: 5531.113770
	Iteration 218F: 3 clusters Score -8483398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Entering Unmasked Estep 
Score: -700673.750000 Penalty: 2132.678467
	Iteration 0F: 2 clusters Score -700673.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -695829.562500 Penalty: 4265.356934
	Iteration 0F: 3 clusters Score -695829.6 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -696912.312500 Penalty: 4265.356934
	Iteration 1F: 3 clusters Score -696912.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -697118.250000 Penalty: 4265.356934
	Iteration 2F: 3 clusters Score -697118.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -697243.500000 Penalty: 4265.356934
	Iteration 3Q: 3 clusters Score -697243.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -697334.187500 Penalty: 4265.356934
	Iteration 4Q: 3 clusters Score -697334.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -697396.500000 Penalty: 4265.356934
	Iteration 5Q: 3 clusters Score -697396.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -697437.125000 Penalty: 4265.356934
	Iteration 6Q: 3 clusters Score -697437.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -697462.250000 Penalty: 4265.356934
	Iteration 7Q: 3 clusters Score -697462.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -697485.875000 Penalty: 4265.356934
	Iteration 8Q: 3 clusters Score -697485.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -697503.500000 Penalty: 4265.356934
	Iteration 9Q: 3 clusters Score -697503.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -697516.562500 Penalty: 4265.356934
	Iteration 10Q: 3 clusters Score -697516.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -697527.062500 Penalty: 4265.356934
	Iteration 11Q: 3 clusters Score -697527.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -697538.562500 Penalty: 4265.356934
	Iteration 12Q: 3 clusters Score -697538.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -697541.500000 Penalty: 4265.356934
	Iteration 13Q: 3 clusters Score -697541.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -697548.000000 Penalty: 4265.356934
	Iteration 14Q: 3 clusters Score -697548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -697553.625000 Penalty: 4265.356934
	Iteration 15Q: 3 clusters Score -697553.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -697561.250000 Penalty: 4265.356934
	Iteration 16Q: 3 clusters Score -697561.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -697569.812500 Penalty: 4265.356934
	Iteration 17Q: 3 clusters Score -697569.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -697576.000000 Penalty: 4265.356934
	Iteration 18Q: 3 clusters Score -697576 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -697582.750000 Penalty: 4265.356934
	Iteration 19Q: 3 clusters Score -697582.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -697588.500000 Penalty: 4265.356934
	Iteration 20F: 3 clusters Score -697588.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -697591.750000 Penalty: 4265.356934
	Iteration 21Q: 3 clusters Score -697591.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -697597.062500 Penalty: 4265.356934
	Iteration 22Q: 3 clusters Score -697597.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -697600.562500 Penalty: 4265.356934
	Iteration 23Q: 3 clusters Score -697600.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -697602.812500 Penalty: 4265.356934
	Iteration 24Q: 3 clusters Score -697602.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -697604.875000 Penalty: 4265.356934
	Iteration 25Q: 3 clusters Score -697604.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -697607.000000 Penalty: 4265.356934
	Iteration 26Q: 3 clusters Score -697607 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -697610.875000 Penalty: 4265.356934
	Iteration 27Q: 3 clusters Score -697610.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -697613.375000 Penalty: 4265.356934
	Iteration 28Q: 3 clusters Score -697613.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -697614.000000 Penalty: 4265.356934
	Iteration 29Q: 3 clusters Score -697614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -697615.687500 Penalty: 4265.356934
	Iteration 30Q: 3 clusters Score -697615.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -697616.375000 Penalty: 4265.356934
	Iteration 31Q: 3 clusters Score -697616.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -697616.687500 Penalty: 4265.356934
	Iteration 32Q: 3 clusters Score -697616.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -697618.437500 Penalty: 4265.356934
	Iteration 33Q: 3 clusters Score -697618.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -697619.250000 Penalty: 4265.356934
	Iteration 34Q: 3 clusters Score -697619.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -697619.937500 Penalty: 4265.356934
	Iteration 35Q: 3 clusters Score -697619.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -697620.687500 Penalty: 4265.356934
	Iteration 36Q: 3 clusters Score -697620.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -697622.375000 Penalty: 4265.356934
	Iteration 37Q: 3 clusters Score -697622.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -697622.500000 Penalty: 4265.356934
	Iteration 38Q: 3 clusters Score -697622.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -697623.312500 Penalty: 4265.356934
	Iteration 39Q: 3 clusters Score -697623.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -697624.312500 Penalty: 4265.356934
	Iteration 40F: 3 clusters Score -697624.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -697625.875000 Penalty: 4265.356934
	Iteration 41Q: 3 clusters Score -697625.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -697626.562500 Penalty: 4265.356934
	Iteration 42Q: 3 clusters Score -697626.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -697628.625000 Penalty: 4265.356934
	Iteration 43Q: 3 clusters Score -697628.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -697629.437500 Penalty: 4265.356934
	Iteration 44Q: 3 clusters Score -697629.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -697630.687500 Penalty: 4265.356934
	Iteration 45Q: 3 clusters Score -697630.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -697632.062500 Penalty: 4265.356934
	Iteration 46Q: 3 clusters Score -697632.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -697631.312500 Penalty: 4265.356934
	Iteration 47Q: 3 clusters Score -697631.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -697632.562500 Penalty: 4265.356934
	Iteration 48Q: 3 clusters Score -697632.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -697634.250000 Penalty: 4265.356934
	Iteration 49Q: 3 clusters Score -697634.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -697634.250000 Penalty: 4265.356934
	Iteration 50F: 3 clusters Score -697634.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Entering Unmasked Estep 
Score: -1491710.500000 Penalty: 2336.650635
	Iteration 0F: 2 clusters Score -1491710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1482556.625000 Penalty: 4673.301270
	Iteration 0F: 3 clusters Score -1482557 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1485324.000000 Penalty: 4673.301270
	Iteration 1F: 3 clusters Score -1485324 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1485813.875000 Penalty: 4673.301270
	Iteration 2F: 3 clusters Score -1485814 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1486403.375000 Penalty: 4673.301270
	Iteration 3F: 3 clusters Score -1486403 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1487043.625000 Penalty: 4673.301270
	Iteration 4F: 3 clusters Score -1487044 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1487659.000000 Penalty: 4673.301270
	Iteration 5F: 3 clusters Score -1487659 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1488204.000000 Penalty: 4673.301270
	Iteration 6F: 3 clusters Score -1488204 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1488633.125000 Penalty: 4673.301270
	Iteration 7F: 3 clusters Score -1488633 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1488965.125000 Penalty: 4673.301270
	Iteration 8Q: 3 clusters Score -1488965 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1489180.250000 Penalty: 4673.301270
	Iteration 9Q: 3 clusters Score -1489180 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1489321.500000 Penalty: 4673.301270
	Iteration 10Q: 3 clusters Score -1489322 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1489446.125000 Penalty: 4673.301270
	Iteration 11Q: 3 clusters Score -1489446 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1489508.750000 Penalty: 4673.301270
	Iteration 12Q: 3 clusters Score -1489509 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1489564.000000 Penalty: 4673.301270
	Iteration 13Q: 3 clusters Score -1489564 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1489606.625000 Penalty: 4673.301270
	Iteration 14Q: 3 clusters Score -1489607 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1489659.750000 Penalty: 4673.301270
	Iteration 15Q: 3 clusters Score -1489660 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1489706.000000 Penalty: 4673.301270
	Iteration 16Q: 3 clusters Score -1489706 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1489740.625000 Penalty: 4673.301270
	Iteration 17Q: 3 clusters Score -1489741 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1489775.000000 Penalty: 4673.301270
	Iteration 18Q: 3 clusters Score -1489775 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1489798.250000 Penalty: 4673.301270
	Iteration 19Q: 3 clusters Score -1489798 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1489818.375000 Penalty: 4673.301270
	Iteration 20F: 3 clusters Score -1489818 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1489836.375000 Penalty: 4673.301270
	Iteration 21Q: 3 clusters Score -1489836 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1489851.375000 Penalty: 4673.301270
	Iteration 22Q: 3 clusters Score -1489851 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1489874.625000 Penalty: 4673.301270
	Iteration 23Q: 3 clusters Score -1489875 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1489894.875000 Penalty: 4673.301270
	Iteration 24Q: 3 clusters Score -1489895 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1489916.125000 Penalty: 4673.301270
	Iteration 25Q: 3 clusters Score -1489916 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1489931.000000 Penalty: 4673.301270
	Iteration 26Q: 3 clusters Score -1489931 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1489947.250000 Penalty: 4673.301270
	Iteration 27Q: 3 clusters Score -1489947 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1489972.000000 Penalty: 4673.301270
	Iteration 28Q: 3 clusters Score -1489972 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1489987.125000 Penalty: 4673.301270
	Iteration 29Q: 3 clusters Score -1489987 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1489994.625000 Penalty: 4673.301270
	Iteration 30Q: 3 clusters Score -1489995 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1490008.875000 Penalty: 4673.301270
	Iteration 31Q: 3 clusters Score -1490009 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1490022.000000 Penalty: 4673.301270
	Iteration 32Q: 3 clusters Score -1490022 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1490034.375000 Penalty: 4673.301270
	Iteration 33Q: 3 clusters Score -1490034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1490041.625000 Penalty: 4673.301270
	Iteration 34Q: 3 clusters Score -1490042 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1490052.000000 Penalty: 4673.301270
	Iteration 35Q: 3 clusters Score -1490052 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1490059.500000 Penalty: 4673.301270
	Iteration 36Q: 3 clusters Score -1490060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1490064.500000 Penalty: 4673.301270
	Iteration 37Q: 3 clusters Score -1490064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1490070.000000 Penalty: 4673.301270
	Iteration 38Q: 3 clusters Score -1490070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1490070.750000 Penalty: 4673.301270
	Iteration 39Q: 3 clusters Score -1490071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1490074.500000 Penalty: 4673.301270
	Iteration 40F: 3 clusters Score -1490074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1490079.375000 Penalty: 4673.301270
	Iteration 41Q: 3 clusters Score -1490079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1490084.000000 Penalty: 4673.301270
	Iteration 42Q: 3 clusters Score -1490084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1490087.375000 Penalty: 4673.301270
	Iteration 43Q: 3 clusters Score -1490087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1490096.375000 Penalty: 4673.301270
	Iteration 44Q: 3 clusters Score -1490096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1490101.750000 Penalty: 4673.301270
	Iteration 45Q: 3 clusters Score -1490102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1490104.500000 Penalty: 4673.301270
	Iteration 46Q: 3 clusters Score -1490104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1490110.875000 Penalty: 4673.301270
	Iteration 47Q: 3 clusters Score -1490111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1490114.375000 Penalty: 4673.301270
	Iteration 48Q: 3 clusters Score -1490114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1490120.875000 Penalty: 4673.301270
	Iteration 49Q: 3 clusters Score -1490121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1490117.750000 Penalty: 4673.301270
	Iteration 50Q: 3 clusters Score -1490118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1490117.875000 Penalty: 4673.301270
	Iteration 51Q: 3 clusters Score -1490118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1490117.875000 Penalty: 4673.301270
	Iteration 52F: 3 clusters Score -1490118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Entering Unmasked Estep 
Score: -339911.906250 Penalty: 1981.579102
	Iteration 0F: 2 clusters Score -339911.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -336664.937500 Penalty: 3963.158203
	Iteration 0F: 3 clusters Score -336664.9 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -337354.218750 Penalty: 3963.158203
	Iteration 1F: 3 clusters Score -337354.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -337512.906250 Penalty: 3963.158203
	Iteration 2F: 3 clusters Score -337512.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -337593.125000 Penalty: 3963.158203
	Iteration 3Q: 3 clusters Score -337593.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -337647.375000 Penalty: 3963.158203
	Iteration 4Q: 3 clusters Score -337647.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -337692.718750 Penalty: 3963.158203
	Iteration 5Q: 3 clusters Score -337692.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -337725.000000 Penalty: 3963.158203
	Iteration 6Q: 3 clusters Score -337725 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -337761.093750 Penalty: 3963.158203
	Iteration 7Q: 3 clusters Score -337761.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -337797.156250 Penalty: 3963.158203
	Iteration 8Q: 3 clusters Score -337797.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -337819.187500 Penalty: 3963.158203
	Iteration 9Q: 3 clusters Score -337819.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -337838.531250 Penalty: 3963.158203
	Iteration 10Q: 3 clusters Score -337838.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -337857.125000 Penalty: 3963.158203
	Iteration 11Q: 3 clusters Score -337857.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -337871.656250 Penalty: 3963.158203
	Iteration 12Q: 3 clusters Score -337871.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -337887.625000 Penalty: 3963.158203
	Iteration 13Q: 3 clusters Score -337887.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -337905.593750 Penalty: 3963.158203
	Iteration 14Q: 3 clusters Score -337905.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -337923.500000 Penalty: 3963.158203
	Iteration 15Q: 3 clusters Score -337923.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -337946.750000 Penalty: 3963.158203
	Iteration 16Q: 3 clusters Score -337946.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -337977.718750 Penalty: 3963.158203
	Iteration 17Q: 3 clusters Score -337977.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -338011.062500 Penalty: 3963.158203
	Iteration 18Q: 3 clusters Score -338011.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -338045.625000 Penalty: 3963.158203
	Iteration 19Q: 3 clusters Score -338045.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -338076.062500 Penalty: 3963.158203
	Iteration 20F: 3 clusters Score -338076.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -338108.437500 Penalty: 3963.158203
	Iteration 21Q: 3 clusters Score -338108.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -338142.875000 Penalty: 3963.158203
	Iteration 22Q: 3 clusters Score -338142.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -338167.250000 Penalty: 3963.158203
	Iteration 23Q: 3 clusters Score -338167.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -338190.875000 Penalty: 3963.158203
	Iteration 24Q: 3 clusters Score -338190.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -338208.937500 Penalty: 3963.158203
	Iteration 25Q: 3 clusters Score -338208.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -338228.375000 Penalty: 3963.158203
	Iteration 26Q: 3 clusters Score -338228.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -338243.500000 Penalty: 3963.158203
	Iteration 27Q: 3 clusters Score -338243.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -338254.687500 Penalty: 3963.158203
	Iteration 28Q: 3 clusters Score -338254.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -338266.375000 Penalty: 3963.158203
	Iteration 29Q: 3 clusters Score -338266.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -338278.218750 Penalty: 3963.158203
	Iteration 30Q: 3 clusters Score -338278.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -338290.125000 Penalty: 3963.158203
	Iteration 31Q: 3 clusters Score -338290.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -338301.500000 Penalty: 3963.158203
	Iteration 32Q: 3 clusters Score -338301.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -338310.250000 Penalty: 3963.158203
	Iteration 33Q: 3 clusters Score -338310.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -338317.875000 Penalty: 3963.158203
	Iteration 34Q: 3 clusters Score -338317.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -338325.125000 Penalty: 3963.158203
	Iteration 35Q: 3 clusters Score -338325.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -338330.718750 Penalty: 3963.158203
	Iteration 36Q: 3 clusters Score -338330.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -338340.000000 Penalty: 3963.158203
	Iteration 37Q: 3 clusters Score -338340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -338345.843750 Penalty: 3963.158203
	Iteration 38Q: 3 clusters Score -338345.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -338353.562500 Penalty: 3963.158203
	Iteration 39Q: 3 clusters Score -338353.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -338367.500000 Penalty: 3963.158203
	Iteration 40F: 3 clusters Score -338367.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -338381.093750 Penalty: 3963.158203
	Iteration 41Q: 3 clusters Score -338381.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -338393.156250 Penalty: 3963.158203
	Iteration 42Q: 3 clusters Score -338393.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -338411.468750 Penalty: 3963.158203
	Iteration 43Q: 3 clusters Score -338411.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -338418.406250 Penalty: 3963.158203
	Iteration 44Q: 3 clusters Score -338418.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -338430.000000 Penalty: 3963.158203
	Iteration 45Q: 3 clusters Score -338430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -338440.250000 Penalty: 3963.158203
	Iteration 46Q: 3 clusters Score -338440.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -338448.031250 Penalty: 3963.158203
	Iteration 47Q: 3 clusters Score -338448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -338454.531250 Penalty: 3963.158203
	Iteration 48Q: 3 clusters Score -338454.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -338465.281250 Penalty: 3963.158203
	Iteration 49Q: 3 clusters Score -338465.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -338468.312500 Penalty: 3963.158203
	Iteration 50Q: 3 clusters Score -338468.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -338471.937500 Penalty: 3963.158203
	Iteration 51Q: 3 clusters Score -338471.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -338474.937500 Penalty: 3963.158203
	Iteration 52Q: 3 clusters Score -338474.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -338482.062500 Penalty: 3963.158203
	Iteration 53Q: 3 clusters Score -338482.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -338485.125000 Penalty: 3963.158203
	Iteration 54Q: 3 clusters Score -338485.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -338489.812500 Penalty: 3963.158203
	Iteration 55Q: 3 clusters Score -338489.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -338492.468750 Penalty: 3963.158203
	Iteration 56Q: 3 clusters Score -338492.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -338492.812500 Penalty: 3963.158203
	Iteration 57Q: 3 clusters Score -338492.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -338492.812500 Penalty: 3963.158203
	Iteration 58F: 3 clusters Score -338492.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -34743016.000000 Penalty: 3112.676514
	Iteration 0F: 2 clusters Score -3.474302e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141355 members 
Mstep: Class 2 contains 141055 members 
Entering Unmasked Estep 
Score: -34572792.000000 Penalty: 6225.353027
	Iteration 0F: 3 clusters Score -3.457279e+07 nChanged 136615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145764 members 
Mstep: Class 2 contains 136646 members 
Entering Unmasked Estep 
Score: -34654936.000000 Penalty: 6225.353027
	Iteration 1F: 3 clusters Score -3.465494e+07 nChanged 7708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148094 members 
Mstep: Class 2 contains 134316 members 
Entering Unmasked Estep 
Score: -34656448.000000 Penalty: 6225.353027
	Iteration 2Q: 3 clusters Score -3.465645e+07 nChanged 8351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151845 members 
Mstep: Class 2 contains 130565 members 
Entering Unmasked Estep 
Score: -34658668.000000 Penalty: 6225.353027
	Iteration 3Q: 3 clusters Score -3.465867e+07 nChanged 9860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157927 members 
Mstep: Class 2 contains 124483 members 
Entering Unmasked Estep 
Score: -34661520.000000 Penalty: 6225.353027
	Iteration 4Q: 3 clusters Score -3.466152e+07 nChanged 12401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167294 members 
Mstep: Class 2 contains 115116 members 
Entering Unmasked Estep 
Score: -34667004.000000 Penalty: 6225.353027
	Iteration 5Q: 3 clusters Score -3.4667e+07 nChanged 15917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180905 members 
Mstep: Class 2 contains 101505 members 
Entering Unmasked Estep 
Score: -34675288.000000 Penalty: 6225.353027
	Iteration 6F: 3 clusters Score -3.467529e+07 nChanged 19487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198658 members 
Mstep: Class 2 contains 83752 members 
Entering Unmasked Estep 
Score: -34687236.000000 Penalty: 6225.353027
	Iteration 7F: 3 clusters Score -3.468724e+07 nChanged 21004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218398 members 
Mstep: Class 2 contains 64012 members 
Entering Unmasked Estep 
Score: -34700368.000000 Penalty: 6225.353027
	Iteration 8F: 3 clusters Score -3.470037e+07 nChanged 19063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236583 members 
Mstep: Class 2 contains 45827 members 
Entering Unmasked Estep 
Score: -34713404.000000 Penalty: 6225.353027
	Iteration 9F: 3 clusters Score -3.47134e+07 nChanged 14159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250110 members 
Mstep: Class 2 contains 32300 members 
Entering Unmasked Estep 
Score: -34722768.000000 Penalty: 6225.353027
	Iteration 10F: 3 clusters Score -3.472277e+07 nChanged 9294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258784 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -34728720.000000 Penalty: 6225.353027
	Iteration 11Q: 3 clusters Score -3.472872e+07 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264215 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -34732312.000000 Penalty: 6225.353027
	Iteration 12Q: 3 clusters Score -3.473231e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267929 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -34734680.000000 Penalty: 6225.353027
	Iteration 13Q: 3 clusters Score -3.473468e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270715 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -34736084.000000 Penalty: 6225.353027
	Iteration 14Q: 3 clusters Score -3.473608e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272853 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -34737020.000000 Penalty: 6225.353027
	Iteration 15Q: 3 clusters Score -3.473702e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274570 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -34737860.000000 Penalty: 6225.353027
	Iteration 16Q: 3 clusters Score -3.473786e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276008 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -34738592.000000 Penalty: 6225.353027
	Iteration 17Q: 3 clusters Score -3.473859e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277144 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -34739168.000000 Penalty: 6225.353027
	Iteration 18Q: 3 clusters Score -3.473917e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277980 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -34739632.000000 Penalty: 6225.353027
	Iteration 19Q: 3 clusters Score -3.473963e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278641 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -34739912.000000 Penalty: 6225.353027
	Iteration 20F: 3 clusters Score -3.473991e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279165 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -34740212.000000 Penalty: 6225.353027
	Iteration 21Q: 3 clusters Score -3.474021e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279569 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -34740432.000000 Penalty: 6225.353027
	Iteration 22Q: 3 clusters Score -3.474043e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279870 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -34740488.000000 Penalty: 6225.353027
	Iteration 23Q: 3 clusters Score -3.474049e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280127 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -34740512.000000 Penalty: 6225.353027
	Iteration 24Q: 3 clusters Score -3.474051e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280316 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -34740608.000000 Penalty: 6225.353027
	Iteration 25Q: 3 clusters Score -3.474061e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280461 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -34740608.000000 Penalty: 6225.353027
	Iteration 26Q: 3 clusters Score -3.474061e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280572 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -34740636.000000 Penalty: 6225.353027
	Iteration 27Q: 3 clusters Score -3.474064e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280665 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -34740684.000000 Penalty: 6225.353027
	Iteration 28Q: 3 clusters Score -3.474068e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280746 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -34740712.000000 Penalty: 6225.353027
	Iteration 29Q: 3 clusters Score -3.474071e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280823 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -34740780.000000 Penalty: 6225.353027
	Iteration 30Q: 3 clusters Score -3.474078e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280878 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -34740780.000000 Penalty: 6225.353027
	Iteration 31Q: 3 clusters Score -3.474078e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280922 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -34740764.000000 Penalty: 6225.353027
	Iteration 32Q: 3 clusters Score -3.474076e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280961 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -34740816.000000 Penalty: 6225.353027
	Iteration 33Q: 3 clusters Score -3.474082e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280993 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -34740784.000000 Penalty: 6225.353027
	Iteration 34Q: 3 clusters Score -3.474078e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281018 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -34740784.000000 Penalty: 6225.353027
	Iteration 35Q: 3 clusters Score -3.474078e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281039 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -34740800.000000 Penalty: 6225.353027
	Iteration 36Q: 3 clusters Score -3.47408e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281052 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -34740804.000000 Penalty: 6225.353027
	Iteration 37Q: 3 clusters Score -3.47408e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281063 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -34740832.000000 Penalty: 6225.353027
	Iteration 38Q: 3 clusters Score -3.474083e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281074 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -34740820.000000 Penalty: 6225.353027
	Iteration 39Q: 3 clusters Score -3.474082e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281087 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -34740812.000000 Penalty: 6225.353027
	Iteration 40F: 3 clusters Score -3.474081e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281101 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -34740792.000000 Penalty: 6225.353027
	Iteration 41Q: 3 clusters Score -3.474079e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281112 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -34740780.000000 Penalty: 6225.353027
	Iteration 42Q: 3 clusters Score -3.474078e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281121 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -34740772.000000 Penalty: 6225.353027
	Iteration 43Q: 3 clusters Score -3.474077e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281130 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -34740788.000000 Penalty: 6225.353027
	Iteration 44Q: 3 clusters Score -3.474079e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281136 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -34740772.000000 Penalty: 6225.353027
	Iteration 45Q: 3 clusters Score -3.474077e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281144 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -34740752.000000 Penalty: 6225.353027
	Iteration 46Q: 3 clusters Score -3.474075e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281150 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -34740776.000000 Penalty: 6225.353027
	Iteration 47Q: 3 clusters Score -3.474078e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281154 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -34740780.000000 Penalty: 6225.353027
	Iteration 48Q: 3 clusters Score -3.474078e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281163 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -34740772.000000 Penalty: 6225.353027
	Iteration 49Q: 3 clusters Score -3.474077e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281171 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -34740780.000000 Penalty: 6225.353027
	Iteration 50Q: 3 clusters Score -3.474078e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281175 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -34740760.000000 Penalty: 6225.353027
	Iteration 51Q: 3 clusters Score -3.474076e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281181 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -34740764.000000 Penalty: 6225.353027
	Iteration 52Q: 3 clusters Score -3.474076e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281185 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -34740776.000000 Penalty: 6225.353027
	Iteration 53Q: 3 clusters Score -3.474078e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281193 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -34740796.000000 Penalty: 6225.353027
	Iteration 54Q: 3 clusters Score -3.47408e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281204 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -34740812.000000 Penalty: 6225.353027
	Iteration 55Q: 3 clusters Score -3.474081e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281214 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -34740796.000000 Penalty: 6225.353027
	Iteration 56Q: 3 clusters Score -3.47408e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281216 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -34740804.000000 Penalty: 6225.353027
	Iteration 57Q: 3 clusters Score -3.47408e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281227 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -34740772.000000 Penalty: 6225.353027
	Iteration 58Q: 3 clusters Score -3.474077e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281236 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -34740784.000000 Penalty: 6225.353027
	Iteration 59Q: 3 clusters Score -3.474078e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281241 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -34740776.000000 Penalty: 6225.353027
	Iteration 60F: 3 clusters Score -3.474078e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281243 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -34740780.000000 Penalty: 6225.353027
	Iteration 61Q: 3 clusters Score -3.474078e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281249 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -34740772.000000 Penalty: 6225.353027
	Iteration 62Q: 3 clusters Score -3.474077e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281261 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -34740788.000000 Penalty: 6225.353027
	Iteration 63Q: 3 clusters Score -3.474079e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281265 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -34740796.000000 Penalty: 6225.353027
	Iteration 64Q: 3 clusters Score -3.47408e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281269 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -34740812.000000 Penalty: 6225.353027
	Iteration 65Q: 3 clusters Score -3.474081e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281272 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -34740800.000000 Penalty: 6225.353027
	Iteration 66Q: 3 clusters Score -3.47408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281275 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -34740788.000000 Penalty: 6225.353027
	Iteration 67Q: 3 clusters Score -3.474079e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281276 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -34740812.000000 Penalty: 6225.353027
	Iteration 68Q: 3 clusters Score -3.474081e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281276 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -34740812.000000 Penalty: 6225.353027
	Iteration 69F: 3 clusters Score -3.474081e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (40998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40998 members 
Entering Unmasked Estep 
Score: -4963309.000000 Penalty: 2634.077148
	Iteration 0F: 2 clusters Score -4963309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -4935401.500000 Penalty: 5268.154297
	Iteration 0F: 3 clusters Score -4935402 nChanged 18784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -4946023.000000 Penalty: 5268.154297
	Iteration 1F: 3 clusters Score -4946023 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -4946784.000000 Penalty: 5268.154297
	Iteration 2Q: 3 clusters Score -4946784 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -4947857.500000 Penalty: 5268.154297
	Iteration 3F: 3 clusters Score -4947858 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -4949355.500000 Penalty: 5268.154297
	Iteration 4F: 3 clusters Score -4949356 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -4951468.500000 Penalty: 5268.154297
	Iteration 5F: 3 clusters Score -4951468 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26331 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -4953896.000000 Penalty: 5268.154297
	Iteration 6F: 3 clusters Score -4953896 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -4956177.500000 Penalty: 5268.154297
	Iteration 7F: 3 clusters Score -4956178 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30386 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -4958176.000000 Penalty: 5268.154297
	Iteration 8F: 3 clusters Score -4958176 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32108 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -4959674.000000 Penalty: 5268.154297
	Iteration 9Q: 3 clusters Score -4959674 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33451 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -4960738.500000 Penalty: 5268.154297
	Iteration 10Q: 3 clusters Score -4960738 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34472 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -4961466.500000 Penalty: 5268.154297
	Iteration 11Q: 3 clusters Score -4961466 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -4961852.000000 Penalty: 5268.154297
	Iteration 12Q: 3 clusters Score -4961852 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -4962127.000000 Penalty: 5268.154297
	Iteration 13Q: 3 clusters Score -4962127 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36249 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -4962317.500000 Penalty: 5268.154297
	Iteration 14Q: 3 clusters Score -4962318 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36628 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -4962490.500000 Penalty: 5268.154297
	Iteration 15Q: 3 clusters Score -4962490 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -4962595.500000 Penalty: 5268.154297
	Iteration 16Q: 3 clusters Score -4962596 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37190 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -4962682.000000 Penalty: 5268.154297
	Iteration 17Q: 3 clusters Score -4962682 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37392 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -4962747.500000 Penalty: 5268.154297
	Iteration 18Q: 3 clusters Score -4962748 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37567 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -4962792.500000 Penalty: 5268.154297
	Iteration 19Q: 3 clusters Score -4962792 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37705 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -4962832.500000 Penalty: 5268.154297
	Iteration 20F: 3 clusters Score -4962832 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37811 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -4962876.500000 Penalty: 5268.154297
	Iteration 21Q: 3 clusters Score -4962876 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -4962880.000000 Penalty: 5268.154297
	Iteration 22Q: 3 clusters Score -4962880 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37991 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -4962905.000000 Penalty: 5268.154297
	Iteration 23Q: 3 clusters Score -4962905 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -4962936.500000 Penalty: 5268.154297
	Iteration 24Q: 3 clusters Score -4962936 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38128 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -4962942.500000 Penalty: 5268.154297
	Iteration 25Q: 3 clusters Score -4962942 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38178 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -4962961.000000 Penalty: 5268.154297
	Iteration 26Q: 3 clusters Score -4962961 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38225 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -4962981.000000 Penalty: 5268.154297
	Iteration 27Q: 3 clusters Score -4962981 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38270 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -4962988.000000 Penalty: 5268.154297
	Iteration 28Q: 3 clusters Score -4962988 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38308 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -4962993.000000 Penalty: 5268.154297
	Iteration 29Q: 3 clusters Score -4962993 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38337 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -4963001.000000 Penalty: 5268.154297
	Iteration 30Q: 3 clusters Score -4963001 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38357 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -4962993.000000 Penalty: 5268.154297
	Iteration 31Q: 3 clusters Score -4962993 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38376 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -4963008.000000 Penalty: 5268.154297
	Iteration 32Q: 3 clusters Score -4963008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38393 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -4963004.500000 Penalty: 5268.154297
	Iteration 33Q: 3 clusters Score -4963004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38403 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -4963014.500000 Penalty: 5268.154297
	Iteration 34Q: 3 clusters Score -4963014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38416 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -4963015.000000 Penalty: 5268.154297
	Iteration 35Q: 3 clusters Score -4963015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38422 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -4963016.500000 Penalty: 5268.154297
	Iteration 36Q: 3 clusters Score -4963016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38425 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -4963015.500000 Penalty: 5268.154297
	Iteration 37Q: 3 clusters Score -4963016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -4963013.500000 Penalty: 5268.154297
	Iteration 38Q: 3 clusters Score -4963014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38430 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -4963012.500000 Penalty: 5268.154297
	Iteration 39Q: 3 clusters Score -4963012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38431 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -4963008.500000 Penalty: 5268.154297
	Iteration 40F: 3 clusters Score -4963008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38432 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -4963011.500000 Penalty: 5268.154297
	Iteration 41Q: 3 clusters Score -4963012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38432 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -4963011.500000 Penalty: 5268.154297
	Iteration 42F: 3 clusters Score -4963012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Entering Unmasked Estep 
Score: -116020.054688 Penalty: 1728.274902
	Iteration 0F: 2 clusters Score -116020.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -114033.375000 Penalty: 3456.549805
	Iteration 0F: 3 clusters Score -114033.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -114421.828125 Penalty: 3456.549805
	Iteration 1F: 3 clusters Score -114421.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -114675.648438 Penalty: 3456.549805
	Iteration 2F: 3 clusters Score -114675.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -114864.843750 Penalty: 3456.549805
	Iteration 3F: 3 clusters Score -114864.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -114993.859375 Penalty: 3456.549805
	Iteration 4F: 3 clusters Score -114993.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -115089.937500 Penalty: 3456.549805
	Iteration 5Q: 3 clusters Score -115089.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -115178.281250 Penalty: 3456.549805
	Iteration 6Q: 3 clusters Score -115178.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -115253.445312 Penalty: 3456.549805
	Iteration 7Q: 3 clusters Score -115253.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -115324.656250 Penalty: 3456.549805
	Iteration 8Q: 3 clusters Score -115324.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -115400.437500 Penalty: 3456.549805
	Iteration 9Q: 3 clusters Score -115400.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -115508.187500 Penalty: 3456.549805
	Iteration 10Q: 3 clusters Score -115508.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -115654.437500 Penalty: 3456.549805
	Iteration 11Q: 3 clusters Score -115654.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -115818.343750 Penalty: 3456.549805
	Iteration 12Q: 3 clusters Score -115818.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -116018.390625 Penalty: 3456.549805
	Iteration 13Q: 3 clusters Score -116018.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -116263.359375 Penalty: 3456.549805
	Iteration 14Q: 3 clusters Score -116263.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -116313.593750 Penalty: 3456.549805
	Iteration 15Q: 3 clusters Score -116313.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -116318.796875 Penalty: 3456.549805
	Iteration 16Q: 3 clusters Score -116318.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -116320.406250 Penalty: 3456.549805
	Iteration 17Q: 3 clusters Score -116320.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -116322.101562 Penalty: 3456.549805
	Iteration 18F: 3 clusters Score -116322.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -116326.867188 Penalty: 3456.549805
	Iteration 19Q: 3 clusters Score -116326.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -116332.242188 Penalty: 3456.549805
	Iteration 20F: 3 clusters Score -116332.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58544 members 
Mstep: Class 2 contains 156309 members 
Mstep: Class 3 contains 7351 members 
Mstep: Class 4 contains 179432 members 
Mstep: Class 5 contains 11172 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31582 members 
Mstep: Class 8 contains 24823 members 
Mstep: Class 9 contains 187929 members 
Mstep: Class 10 contains 6571 members 
Mstep: Class 11 contains 38215 members 
Mstep: Class 12 contains 8740 members 
Mstep: Class 13 contains 10591 members 
Mstep: Class 14 contains 8034 members 
Mstep: Class 15 contains 8420 members 
Mstep: Class 16 contains 10451 members 
Mstep: Class 17 contains 69664 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12357 members 
Mstep: Class 20 contains 2952 members 
Mstep: Class 21 contains 282410 members 
Mstep: Class 22 contains 40998 members 
Mstep: Class 23 contains 683 members 
Mstep: Class 24 contains 282968 members 
Mstep: Class 25 contains 16085 members 
Mstep: Class 26 contains 21587 members 
Mstep: Class 27 contains 16574 members 
Mstep: Class 28 contains 11354 members 
Mstep: Class 29 contains 6220 members 
Mstep: Class 30 contains 38971 members 
Mstep: Class 31 contains 2402 members 
Mstep: Class 32 contains 10543 members 
Mstep: Class 33 contains 8101 members 
Mstep: Class 34 contains 218429 members 
Mstep: Class 35 contains 170901 members 
Mstep: Class 36 contains 10323 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10896 members 
Mstep: Class 39 contains 380 members 
Entering Unmasked Estep 
Score: -235411248.000000 Penalty: 140280.062500
Splitting cluster 23 changes total score from -235412688.000000 to -235411248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (282968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282968 members 
Entering Unmasked Estep 
Score: -34485320.000000 Penalty: 3113.166016
	Iteration 0F: 2 clusters Score -3.448532e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141514 members 
Mstep: Class 2 contains 141454 members 
Entering Unmasked Estep 
Score: -34317428.000000 Penalty: 6226.332031
	Iteration 0F: 3 clusters Score -3.431743e+07 nChanged 136993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142955 members 
Mstep: Class 2 contains 140013 members 
Entering Unmasked Estep 
Score: -34398188.000000 Penalty: 6226.332031
	Iteration 1F: 3 clusters Score -3.439819e+07 nChanged 6125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144294 members 
Mstep: Class 2 contains 138674 members 
Entering Unmasked Estep 
Score: -34399284.000000 Penalty: 6226.332031
	Iteration 2Q: 3 clusters Score -3.439928e+07 nChanged 6602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146462 members 
Mstep: Class 2 contains 136506 members 
Entering Unmasked Estep 
Score: -34400224.000000 Penalty: 6226.332031
	Iteration 3Q: 3 clusters Score -3.440022e+07 nChanged 7320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150002 members 
Mstep: Class 2 contains 132966 members 
Entering Unmasked Estep 
Score: -34401756.000000 Penalty: 6226.332031
	Iteration 4Q: 3 clusters Score -3.440176e+07 nChanged 8599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155577 members 
Mstep: Class 2 contains 127391 members 
Entering Unmasked Estep 
Score: -34403688.000000 Penalty: 6226.332031
	Iteration 5Q: 3 clusters Score -3.440369e+07 nChanged 10886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164237 members 
Mstep: Class 2 contains 118731 members 
Entering Unmasked Estep 
Score: -34407688.000000 Penalty: 6226.332031
	Iteration 6Q: 3 clusters Score -3.440769e+07 nChanged 14297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176866 members 
Mstep: Class 2 contains 106102 members 
Entering Unmasked Estep 
Score: -34414100.000000 Penalty: 6226.332031
	Iteration 7F: 3 clusters Score -3.44141e+07 nChanged 19190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195214 members 
Mstep: Class 2 contains 87754 members 
Entering Unmasked Estep 
Score: -34425008.000000 Penalty: 6226.332031
	Iteration 8F: 3 clusters Score -3.442501e+07 nChanged 24734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219434 members 
Mstep: Class 2 contains 63534 members 
Entering Unmasked Estep 
Score: -34439888.000000 Penalty: 6226.332031
	Iteration 9F: 3 clusters Score -3.443989e+07 nChanged 25463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244509 members 
Mstep: Class 2 contains 38459 members 
Entering Unmasked Estep 
Score: -34456312.000000 Penalty: 6226.332031
	Iteration 10F: 3 clusters Score -3.445631e+07 nChanged 19287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263594 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -34469252.000000 Penalty: 6226.332031
	Iteration 11F: 3 clusters Score -3.446925e+07 nChanged 10887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274395 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -34476740.000000 Penalty: 6226.332031
	Iteration 12Q: 3 clusters Score -3.447674e+07 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279348 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -34480172.000000 Penalty: 6226.332031
	Iteration 13Q: 3 clusters Score -3.448017e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281263 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -34481632.000000 Penalty: 6226.332031
	Iteration 14Q: 3 clusters Score -3.448163e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281984 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -34482180.000000 Penalty: 6226.332031
	Iteration 15Q: 3 clusters Score -3.448218e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282226 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -34482448.000000 Penalty: 6226.332031
	Iteration 16Q: 3 clusters Score -3.448245e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282327 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -34482548.000000 Penalty: 6226.332031
	Iteration 17Q: 3 clusters Score -3.448255e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282365 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -34482592.000000 Penalty: 6226.332031
	Iteration 18Q: 3 clusters Score -3.448259e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282384 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -34482620.000000 Penalty: 6226.332031
	Iteration 19Q: 3 clusters Score -3.448262e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282396 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -34482676.000000 Penalty: 6226.332031
	Iteration 20F: 3 clusters Score -3.448268e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282406 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -34482644.000000 Penalty: 6226.332031
	Iteration 21Q: 3 clusters Score -3.448264e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282421 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -34482704.000000 Penalty: 6226.332031
	Iteration 22Q: 3 clusters Score -3.44827e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282432 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -34482688.000000 Penalty: 6226.332031
	Iteration 23Q: 3 clusters Score -3.448269e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282438 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -34482696.000000 Penalty: 6226.332031
	Iteration 24Q: 3 clusters Score -3.44827e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282443 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -34482708.000000 Penalty: 6226.332031
	Iteration 25Q: 3 clusters Score -3.448271e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282447 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -34482736.000000 Penalty: 6226.332031
	Iteration 26Q: 3 clusters Score -3.448274e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282453 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -34482740.000000 Penalty: 6226.332031
	Iteration 27Q: 3 clusters Score -3.448274e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282460 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -34482724.000000 Penalty: 6226.332031
	Iteration 28Q: 3 clusters Score -3.448272e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282461 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -34482724.000000 Penalty: 6226.332031
	Iteration 29Q: 3 clusters Score -3.448272e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282461 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -34482728.000000 Penalty: 6226.332031
	Iteration 30Q: 3 clusters Score -3.448273e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282461 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -34482728.000000 Penalty: 6226.332031
	Iteration 31F: 3 clusters Score -3.448273e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (16085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Entering Unmasked Estep 
Score: -1932536.250000 Penalty: 2402.039307
	Iteration 0F: 2 clusters Score -1932536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1920997.625000 Penalty: 4804.078613
	Iteration 0F: 3 clusters Score -1920998 nChanged 7080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1924719.375000 Penalty: 4804.078613
	Iteration 1F: 3 clusters Score -1924719 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1925038.500000 Penalty: 4804.078613
	Iteration 2F: 3 clusters Score -1925038 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1925268.250000 Penalty: 4804.078613
	Iteration 3Q: 3 clusters Score -1925268 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1925434.125000 Penalty: 4804.078613
	Iteration 4Q: 3 clusters Score -1925434 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1925588.750000 Penalty: 4804.078613
	Iteration 5Q: 3 clusters Score -1925589 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1925719.000000 Penalty: 4804.078613
	Iteration 6Q: 3 clusters Score -1925719 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1925862.375000 Penalty: 4804.078613
	Iteration 7Q: 3 clusters Score -1925862 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1926020.750000 Penalty: 4804.078613
	Iteration 8Q: 3 clusters Score -1926021 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1926236.750000 Penalty: 4804.078613
	Iteration 9Q: 3 clusters Score -1926237 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1926492.125000 Penalty: 4804.078613
	Iteration 10Q: 3 clusters Score -1926492 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1926824.000000 Penalty: 4804.078613
	Iteration 11Q: 3 clusters Score -1926824 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1927202.500000 Penalty: 4804.078613
	Iteration 12Q: 3 clusters Score -1927202 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1927652.500000 Penalty: 4804.078613
	Iteration 13Q: 3 clusters Score -1927652 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1928127.000000 Penalty: 4804.078613
	Iteration 14Q: 3 clusters Score -1928127 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1928577.125000 Penalty: 4804.078613
	Iteration 15Q: 3 clusters Score -1928577 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -1928971.750000 Penalty: 4804.078613
	Iteration 16Q: 3 clusters Score -1928972 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -1929262.375000 Penalty: 4804.078613
	Iteration 17Q: 3 clusters Score -1929262 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -1929486.250000 Penalty: 4804.078613
	Iteration 18Q: 3 clusters Score -1929486 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -1929680.250000 Penalty: 4804.078613
	Iteration 19Q: 3 clusters Score -1929680 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -1929835.750000 Penalty: 4804.078613
	Iteration 20F: 3 clusters Score -1929836 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -1929955.625000 Penalty: 4804.078613
	Iteration 21Q: 3 clusters Score -1929956 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -1930042.000000 Penalty: 4804.078613
	Iteration 22Q: 3 clusters Score -1930042 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -1930129.000000 Penalty: 4804.078613
	Iteration 23Q: 3 clusters Score -1930129 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -1930198.375000 Penalty: 4804.078613
	Iteration 24Q: 3 clusters Score -1930198 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -1930267.000000 Penalty: 4804.078613
	Iteration 25Q: 3 clusters Score -1930267 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -1930309.000000 Penalty: 4804.078613
	Iteration 26Q: 3 clusters Score -1930309 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -1930346.125000 Penalty: 4804.078613
	Iteration 27Q: 3 clusters Score -1930346 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -1930374.250000 Penalty: 4804.078613
	Iteration 28Q: 3 clusters Score -1930374 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -1930399.250000 Penalty: 4804.078613
	Iteration 29Q: 3 clusters Score -1930399 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -1930413.000000 Penalty: 4804.078613
	Iteration 30Q: 3 clusters Score -1930413 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -1930424.625000 Penalty: 4804.078613
	Iteration 31Q: 3 clusters Score -1930425 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -1930429.500000 Penalty: 4804.078613
	Iteration 32Q: 3 clusters Score -1930430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -1930440.250000 Penalty: 4804.078613
	Iteration 33Q: 3 clusters Score -1930440 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -1930452.125000 Penalty: 4804.078613
	Iteration 34Q: 3 clusters Score -1930452 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -1930464.375000 Penalty: 4804.078613
	Iteration 35Q: 3 clusters Score -1930464 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -1930482.375000 Penalty: 4804.078613
	Iteration 36Q: 3 clusters Score -1930482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -1930486.125000 Penalty: 4804.078613
	Iteration 37Q: 3 clusters Score -1930486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -1930489.375000 Penalty: 4804.078613
	Iteration 38Q: 3 clusters Score -1930489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -1930493.500000 Penalty: 4804.078613
	Iteration 39Q: 3 clusters Score -1930494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -1930492.750000 Penalty: 4804.078613
	Iteration 40F: 3 clusters Score -1930493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -1930496.500000 Penalty: 4804.078613
	Iteration 41Q: 3 clusters Score -1930496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -1930505.750000 Penalty: 4804.078613
	Iteration 42Q: 3 clusters Score -1930506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -1930517.625000 Penalty: 4804.078613
	Iteration 43Q: 3 clusters Score -1930518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -1930523.750000 Penalty: 4804.078613
	Iteration 44Q: 3 clusters Score -1930524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -1930528.500000 Penalty: 4804.078613
	Iteration 45Q: 3 clusters Score -1930528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -1930534.500000 Penalty: 4804.078613
	Iteration 46Q: 3 clusters Score -1930534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -1930538.500000 Penalty: 4804.078613
	Iteration 47Q: 3 clusters Score -1930538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -1930543.500000 Penalty: 4804.078613
	Iteration 48Q: 3 clusters Score -1930544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -1930543.000000 Penalty: 4804.078613
	Iteration 49Q: 3 clusters Score -1930543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -1930545.000000 Penalty: 4804.078613
	Iteration 50Q: 3 clusters Score -1930545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -1930548.625000 Penalty: 4804.078613
	Iteration 51Q: 3 clusters Score -1930549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -1930550.375000 Penalty: 4804.078613
	Iteration 52Q: 3 clusters Score -1930550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -1930552.500000 Penalty: 4804.078613
	Iteration 53Q: 3 clusters Score -1930552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -1930554.000000 Penalty: 4804.078613
	Iteration 54Q: 3 clusters Score -1930554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -1930555.875000 Penalty: 4804.078613
	Iteration 55Q: 3 clusters Score -1930556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -1930553.375000 Penalty: 4804.078613
	Iteration 56Q: 3 clusters Score -1930553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -1930555.625000 Penalty: 4804.078613
	Iteration 57Q: 3 clusters Score -1930556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -1930557.250000 Penalty: 4804.078613
	Iteration 58Q: 3 clusters Score -1930557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -1930558.250000 Penalty: 4804.078613
	Iteration 59Q: 3 clusters Score -1930558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -1930560.125000 Penalty: 4804.078613
	Iteration 60F: 3 clusters Score -1930560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -1930557.375000 Penalty: 4804.078613
	Iteration 61Q: 3 clusters Score -1930557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -1930557.375000 Penalty: 4804.078613
	Iteration 62F: 3 clusters Score -1930557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (21587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Entering Unmasked Estep 
Score: -2537594.500000 Penalty: 2475.001953
	Iteration 0F: 2 clusters Score -2537594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -2522404.000000 Penalty: 4950.003906
	Iteration 0F: 3 clusters Score -2522404 nChanged 9531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -2527703.500000 Penalty: 4950.003906
	Iteration 1F: 3 clusters Score -2527704 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -2528216.000000 Penalty: 4950.003906
	Iteration 2F: 3 clusters Score -2528216 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -2528671.500000 Penalty: 4950.003906
	Iteration 3F: 3 clusters Score -2528672 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -2529109.250000 Penalty: 4950.003906
	Iteration 4Q: 3 clusters Score -2529109 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -2529525.250000 Penalty: 4950.003906
	Iteration 5Q: 3 clusters Score -2529525 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -2529946.000000 Penalty: 4950.003906
	Iteration 6Q: 3 clusters Score -2529946 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -2530375.000000 Penalty: 4950.003906
	Iteration 7Q: 3 clusters Score -2530375 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -2530781.000000 Penalty: 4950.003906
	Iteration 8Q: 3 clusters Score -2530781 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -2531156.750000 Penalty: 4950.003906
	Iteration 9Q: 3 clusters Score -2531157 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -2531533.750000 Penalty: 4950.003906
	Iteration 10Q: 3 clusters Score -2531534 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -2531846.500000 Penalty: 4950.003906
	Iteration 11Q: 3 clusters Score -2531846 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -2532103.250000 Penalty: 4950.003906
	Iteration 12Q: 3 clusters Score -2532103 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -2532312.000000 Penalty: 4950.003906
	Iteration 13Q: 3 clusters Score -2532312 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -2532503.500000 Penalty: 4950.003906
	Iteration 14Q: 3 clusters Score -2532504 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -2532702.250000 Penalty: 4950.003906
	Iteration 15Q: 3 clusters Score -2532702 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -2532950.500000 Penalty: 4950.003906
	Iteration 16Q: 3 clusters Score -2532950 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -2533250.750000 Penalty: 4950.003906
	Iteration 17Q: 3 clusters Score -2533251 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -2533759.250000 Penalty: 4950.003906
	Iteration 18Q: 3 clusters Score -2533759 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -2534304.750000 Penalty: 4950.003906
	Iteration 19Q: 3 clusters Score -2534305 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -2534711.750000 Penalty: 4950.003906
	Iteration 20F: 3 clusters Score -2534712 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -2534986.000000 Penalty: 4950.003906
	Iteration 21Q: 3 clusters Score -2534986 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -2535176.000000 Penalty: 4950.003906
	Iteration 22Q: 3 clusters Score -2535176 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -2535319.250000 Penalty: 4950.003906
	Iteration 23Q: 3 clusters Score -2535319 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2535417.750000 Penalty: 4950.003906
	Iteration 24Q: 3 clusters Score -2535418 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -2535484.000000 Penalty: 4950.003906
	Iteration 25Q: 3 clusters Score -2535484 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2535543.250000 Penalty: 4950.003906
	Iteration 26Q: 3 clusters Score -2535543 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -2535578.250000 Penalty: 4950.003906
	Iteration 27Q: 3 clusters Score -2535578 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -2535610.750000 Penalty: 4950.003906
	Iteration 28Q: 3 clusters Score -2535611 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2535633.000000 Penalty: 4950.003906
	Iteration 29Q: 3 clusters Score -2535633 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -2535654.250000 Penalty: 4950.003906
	Iteration 30Q: 3 clusters Score -2535654 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -2535677.000000 Penalty: 4950.003906
	Iteration 31Q: 3 clusters Score -2535677 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2535686.500000 Penalty: 4950.003906
	Iteration 32Q: 3 clusters Score -2535686 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2535700.000000 Penalty: 4950.003906
	Iteration 33Q: 3 clusters Score -2535700 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -2535705.500000 Penalty: 4950.003906
	Iteration 34Q: 3 clusters Score -2535706 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2535721.500000 Penalty: 4950.003906
	Iteration 35Q: 3 clusters Score -2535722 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -2535732.000000 Penalty: 4950.003906
	Iteration 36Q: 3 clusters Score -2535732 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2535729.000000 Penalty: 4950.003906
	Iteration 37Q: 3 clusters Score -2535729 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2535734.000000 Penalty: 4950.003906
	Iteration 38Q: 3 clusters Score -2535734 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2535741.500000 Penalty: 4950.003906
	Iteration 39Q: 3 clusters Score -2535742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2535745.500000 Penalty: 4950.003906
	Iteration 40F: 3 clusters Score -2535746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2535750.500000 Penalty: 4950.003906
	Iteration 41Q: 3 clusters Score -2535750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2535749.750000 Penalty: 4950.003906
	Iteration 42Q: 3 clusters Score -2535750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2535749.000000 Penalty: 4950.003906
	Iteration 43Q: 3 clusters Score -2535749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2535753.750000 Penalty: 4950.003906
	Iteration 44Q: 3 clusters Score -2535754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2535757.000000 Penalty: 4950.003906
	Iteration 45Q: 3 clusters Score -2535757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2535755.500000 Penalty: 4950.003906
	Iteration 46Q: 3 clusters Score -2535756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2535760.250000 Penalty: 4950.003906
	Iteration 47Q: 3 clusters Score -2535760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2535757.750000 Penalty: 4950.003906
	Iteration 48Q: 3 clusters Score -2535758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2535762.500000 Penalty: 4950.003906
	Iteration 49Q: 3 clusters Score -2535762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2535762.750000 Penalty: 4950.003906
	Iteration 50Q: 3 clusters Score -2535763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -2535761.000000 Penalty: 4950.003906
	Iteration 51Q: 3 clusters Score -2535761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2535763.750000 Penalty: 4950.003906
	Iteration 52Q: 3 clusters Score -2535764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2535766.750000 Penalty: 4950.003906
	Iteration 53Q: 3 clusters Score -2535767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2535766.250000 Penalty: 4950.003906
	Iteration 54Q: 3 clusters Score -2535766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2535768.250000 Penalty: 4950.003906
	Iteration 55Q: 3 clusters Score -2535768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2535765.000000 Penalty: 4950.003906
	Iteration 56Q: 3 clusters Score -2535765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2535771.500000 Penalty: 4950.003906
	Iteration 57Q: 3 clusters Score -2535772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2535769.500000 Penalty: 4950.003906
	Iteration 58Q: 3 clusters Score -2535770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2535767.250000 Penalty: 4950.003906
	Iteration 59Q: 3 clusters Score -2535767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2535770.250000 Penalty: 4950.003906
	Iteration 60F: 3 clusters Score -2535770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2535769.250000 Penalty: 4950.003906
	Iteration 61Q: 3 clusters Score -2535769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2535770.500000 Penalty: 4950.003906
	Iteration 62Q: 3 clusters Score -2535770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2535770.500000 Penalty: 4950.003906
	Iteration 63F: 3 clusters Score -2535770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Entering Unmasked Estep 
Score: -1957307.000000 Penalty: 2409.466553
	Iteration 0F: 2 clusters Score -1957307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1945471.125000 Penalty: 4818.933105
	Iteration 0F: 3 clusters Score -1945471 nChanged 7144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1949442.875000 Penalty: 4818.933105
	Iteration 1F: 3 clusters Score -1949443 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1949925.375000 Penalty: 4818.933105
	Iteration 2F: 3 clusters Score -1949925 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1950379.000000 Penalty: 4818.933105
	Iteration 3F: 3 clusters Score -1950379 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1950865.250000 Penalty: 4818.933105
	Iteration 4F: 3 clusters Score -1950865 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1951449.750000 Penalty: 4818.933105
	Iteration 5F: 3 clusters Score -1951450 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -1952123.250000 Penalty: 4818.933105
	Iteration 6F: 3 clusters Score -1952123 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1952813.750000 Penalty: 4818.933105
	Iteration 7F: 3 clusters Score -1952814 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1953395.000000 Penalty: 4818.933105
	Iteration 8F: 3 clusters Score -1953395 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -1953852.625000 Penalty: 4818.933105
	Iteration 9Q: 3 clusters Score -1953853 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -1954189.000000 Penalty: 4818.933105
	Iteration 10Q: 3 clusters Score -1954189 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -1954436.500000 Penalty: 4818.933105
	Iteration 11Q: 3 clusters Score -1954436 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -1954653.125000 Penalty: 4818.933105
	Iteration 12Q: 3 clusters Score -1954653 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -1954840.500000 Penalty: 4818.933105
	Iteration 13Q: 3 clusters Score -1954840 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -1955001.125000 Penalty: 4818.933105
	Iteration 14Q: 3 clusters Score -1955001 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -1955130.750000 Penalty: 4818.933105
	Iteration 15Q: 3 clusters Score -1955131 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -1955231.500000 Penalty: 4818.933105
	Iteration 16Q: 3 clusters Score -1955232 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -1955344.250000 Penalty: 4818.933105
	Iteration 17Q: 3 clusters Score -1955344 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -1955447.750000 Penalty: 4818.933105
	Iteration 18Q: 3 clusters Score -1955448 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -1955547.000000 Penalty: 4818.933105
	Iteration 19Q: 3 clusters Score -1955547 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -1955647.375000 Penalty: 4818.933105
	Iteration 20F: 3 clusters Score -1955647 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -1955720.500000 Penalty: 4818.933105
	Iteration 21Q: 3 clusters Score -1955720 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -1955776.625000 Penalty: 4818.933105
	Iteration 22Q: 3 clusters Score -1955777 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -1955807.125000 Penalty: 4818.933105
	Iteration 23Q: 3 clusters Score -1955807 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -1955821.375000 Penalty: 4818.933105
	Iteration 24Q: 3 clusters Score -1955821 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -1955829.250000 Penalty: 4818.933105
	Iteration 25Q: 3 clusters Score -1955829 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -1955841.125000 Penalty: 4818.933105
	Iteration 26Q: 3 clusters Score -1955841 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -1955844.375000 Penalty: 4818.933105
	Iteration 27Q: 3 clusters Score -1955844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -1955847.125000 Penalty: 4818.933105
	Iteration 28Q: 3 clusters Score -1955847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -1955852.000000 Penalty: 4818.933105
	Iteration 29Q: 3 clusters Score -1955852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -1955850.375000 Penalty: 4818.933105
	Iteration 30Q: 3 clusters Score -1955850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -1955852.875000 Penalty: 4818.933105
	Iteration 31Q: 3 clusters Score -1955853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -1955858.000000 Penalty: 4818.933105
	Iteration 32Q: 3 clusters Score -1955858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -1955861.875000 Penalty: 4818.933105
	Iteration 33Q: 3 clusters Score -1955862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -1955859.375000 Penalty: 4818.933105
	Iteration 34Q: 3 clusters Score -1955859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -1955860.125000 Penalty: 4818.933105
	Iteration 35Q: 3 clusters Score -1955860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -1955860.125000 Penalty: 4818.933105
	Iteration 36F: 3 clusters Score -1955860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Entering Unmasked Estep 
Score: -1315970.375000 Penalty: 2315.656738
	Iteration 0F: 2 clusters Score -1315970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1307450.125000 Penalty: 4631.313477
	Iteration 0F: 3 clusters Score -1307450 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1309940.500000 Penalty: 4631.313477
	Iteration 1F: 3 clusters Score -1309940 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1310285.625000 Penalty: 4631.313477
	Iteration 2F: 3 clusters Score -1310286 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1310605.750000 Penalty: 4631.313477
	Iteration 3F: 3 clusters Score -1310606 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1310948.250000 Penalty: 4631.313477
	Iteration 4F: 3 clusters Score -1310948 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1311318.750000 Penalty: 4631.313477
	Iteration 5F: 3 clusters Score -1311319 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1311742.500000 Penalty: 4631.313477
	Iteration 6F: 3 clusters Score -1311742 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1312147.500000 Penalty: 4631.313477
	Iteration 7F: 3 clusters Score -1312148 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1312526.000000 Penalty: 4631.313477
	Iteration 8Q: 3 clusters Score -1312526 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1312912.375000 Penalty: 4631.313477
	Iteration 9Q: 3 clusters Score -1312912 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1313271.500000 Penalty: 4631.313477
	Iteration 10Q: 3 clusters Score -1313272 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1313548.250000 Penalty: 4631.313477
	Iteration 11Q: 3 clusters Score -1313548 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1313738.250000 Penalty: 4631.313477
	Iteration 12Q: 3 clusters Score -1313738 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1313867.625000 Penalty: 4631.313477
	Iteration 13Q: 3 clusters Score -1313868 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1313969.000000 Penalty: 4631.313477
	Iteration 14Q: 3 clusters Score -1313969 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1314044.000000 Penalty: 4631.313477
	Iteration 15Q: 3 clusters Score -1314044 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1314082.875000 Penalty: 4631.313477
	Iteration 16Q: 3 clusters Score -1314083 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1314106.500000 Penalty: 4631.313477
	Iteration 17Q: 3 clusters Score -1314106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1314120.625000 Penalty: 4631.313477
	Iteration 18Q: 3 clusters Score -1314121 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1314130.875000 Penalty: 4631.313477
	Iteration 19Q: 3 clusters Score -1314131 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1314138.750000 Penalty: 4631.313477
	Iteration 20F: 3 clusters Score -1314139 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1314151.875000 Penalty: 4631.313477
	Iteration 21Q: 3 clusters Score -1314152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1314161.500000 Penalty: 4631.313477
	Iteration 22Q: 3 clusters Score -1314162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1314167.500000 Penalty: 4631.313477
	Iteration 23Q: 3 clusters Score -1314168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1314170.625000 Penalty: 4631.313477
	Iteration 24Q: 3 clusters Score -1314171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1314171.625000 Penalty: 4631.313477
	Iteration 25Q: 3 clusters Score -1314172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1314171.625000 Penalty: 4631.313477
	Iteration 26F: 3 clusters Score -1314172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Entering Unmasked Estep 
Score: -694702.312500 Penalty: 2166.410156
	Iteration 0F: 2 clusters Score -694702.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -689482.000000 Penalty: 4332.820312
	Iteration 0F: 3 clusters Score -689482 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -690977.125000 Penalty: 4332.820312
	Iteration 1F: 3 clusters Score -690977.1 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -691394.500000 Penalty: 4332.820312
	Iteration 2F: 3 clusters Score -691394.5 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -691708.000000 Penalty: 4332.820312
	Iteration 3F: 3 clusters Score -691708 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -691994.437500 Penalty: 4332.820312
	Iteration 4F: 3 clusters Score -691994.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -692329.250000 Penalty: 4332.820312
	Iteration 5F: 3 clusters Score -692329.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -692652.625000 Penalty: 4332.820312
	Iteration 6F: 3 clusters Score -692652.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -692927.562500 Penalty: 4332.820312
	Iteration 7F: 3 clusters Score -692927.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -693131.750000 Penalty: 4332.820312
	Iteration 8Q: 3 clusters Score -693131.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -693279.062500 Penalty: 4332.820312
	Iteration 9Q: 3 clusters Score -693279.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -693387.812500 Penalty: 4332.820312
	Iteration 10Q: 3 clusters Score -693387.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -693464.187500 Penalty: 4332.820312
	Iteration 11Q: 3 clusters Score -693464.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -693520.875000 Penalty: 4332.820312
	Iteration 12Q: 3 clusters Score -693520.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -693561.812500 Penalty: 4332.820312
	Iteration 13Q: 3 clusters Score -693561.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -693596.000000 Penalty: 4332.820312
	Iteration 14Q: 3 clusters Score -693596 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -693625.250000 Penalty: 4332.820312
	Iteration 15Q: 3 clusters Score -693625.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -693646.687500 Penalty: 4332.820312
	Iteration 16Q: 3 clusters Score -693646.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -693658.812500 Penalty: 4332.820312
	Iteration 17Q: 3 clusters Score -693658.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -693671.437500 Penalty: 4332.820312
	Iteration 18Q: 3 clusters Score -693671.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -693686.187500 Penalty: 4332.820312
	Iteration 19Q: 3 clusters Score -693686.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -693697.375000 Penalty: 4332.820312
	Iteration 20F: 3 clusters Score -693697.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -693709.250000 Penalty: 4332.820312
	Iteration 21Q: 3 clusters Score -693709.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -693717.562500 Penalty: 4332.820312
	Iteration 22Q: 3 clusters Score -693717.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -693726.312500 Penalty: 4332.820312
	Iteration 23Q: 3 clusters Score -693726.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -693732.500000 Penalty: 4332.820312
	Iteration 24Q: 3 clusters Score -693732.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -693736.125000 Penalty: 4332.820312
	Iteration 25Q: 3 clusters Score -693736.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -693738.062500 Penalty: 4332.820312
	Iteration 26Q: 3 clusters Score -693738.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -693742.187500 Penalty: 4332.820312
	Iteration 27Q: 3 clusters Score -693742.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -693747.250000 Penalty: 4332.820312
	Iteration 28Q: 3 clusters Score -693747.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -693748.375000 Penalty: 4332.820312
	Iteration 29Q: 3 clusters Score -693748.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -693751.000000 Penalty: 4332.820312
	Iteration 30Q: 3 clusters Score -693751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -693753.750000 Penalty: 4332.820312
	Iteration 31Q: 3 clusters Score -693753.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -693755.812500 Penalty: 4332.820312
	Iteration 32Q: 3 clusters Score -693755.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -693754.875000 Penalty: 4332.820312
	Iteration 33Q: 3 clusters Score -693754.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -693756.375000 Penalty: 4332.820312
	Iteration 34Q: 3 clusters Score -693756.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -693758.125000 Penalty: 4332.820312
	Iteration 35Q: 3 clusters Score -693758.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -693760.625000 Penalty: 4332.820312
	Iteration 36Q: 3 clusters Score -693760.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -693760.062500 Penalty: 4332.820312
	Iteration 37Q: 3 clusters Score -693760.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -693762.187500 Penalty: 4332.820312
	Iteration 38Q: 3 clusters Score -693762.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -693761.562500 Penalty: 4332.820312
	Iteration 39Q: 3 clusters Score -693761.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -693761.062500 Penalty: 4332.820312
	Iteration 40F: 3 clusters Score -693761.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (38971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Entering Unmasked Estep 
Score: -4373265.500000 Penalty: 2621.501953
	Iteration 0F: 2 clusters Score -4373266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -4347079.000000 Penalty: 5243.003906
	Iteration 0F: 3 clusters Score -4347079 nChanged 17675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -4356834.000000 Penalty: 5243.003906
	Iteration 1F: 3 clusters Score -4356834 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -4357835.500000 Penalty: 5243.003906
	Iteration 2F: 3 clusters Score -4357836 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -4359017.500000 Penalty: 5243.003906
	Iteration 3F: 3 clusters Score -4359018 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -4360419.500000 Penalty: 5243.003906
	Iteration 4F: 3 clusters Score -4360420 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -4361934.000000 Penalty: 5243.003906
	Iteration 5F: 3 clusters Score -4361934 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -4363198.500000 Penalty: 5243.003906
	Iteration 6F: 3 clusters Score -4363198 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -4364172.500000 Penalty: 5243.003906
	Iteration 7F: 3 clusters Score -4364172 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -4364923.500000 Penalty: 5243.003906
	Iteration 8Q: 3 clusters Score -4364924 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -4365627.500000 Penalty: 5243.003906
	Iteration 9Q: 3 clusters Score -4365628 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -4366240.500000 Penalty: 5243.003906
	Iteration 10Q: 3 clusters Score -4366240 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -4366875.500000 Penalty: 5243.003906
	Iteration 11Q: 3 clusters Score -4366876 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -4367531.000000 Penalty: 5243.003906
	Iteration 12Q: 3 clusters Score -4367531 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -4368139.000000 Penalty: 5243.003906
	Iteration 13Q: 3 clusters Score -4368139 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31083 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -4368735.000000 Penalty: 5243.003906
	Iteration 14Q: 3 clusters Score -4368735 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -4369302.000000 Penalty: 5243.003906
	Iteration 15Q: 3 clusters Score -4369302 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33161 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -4369849.000000 Penalty: 5243.003906
	Iteration 16Q: 3 clusters Score -4369849 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34045 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -4370310.500000 Penalty: 5243.003906
	Iteration 17Q: 3 clusters Score -4370310 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34788 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -4370693.500000 Penalty: 5243.003906
	Iteration 18Q: 3 clusters Score -4370694 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35407 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -4371013.000000 Penalty: 5243.003906
	Iteration 19Q: 3 clusters Score -4371013 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35929 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -4371307.500000 Penalty: 5243.003906
	Iteration 20F: 3 clusters Score -4371308 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36369 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -4371568.000000 Penalty: 5243.003906
	Iteration 21Q: 3 clusters Score -4371568 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36732 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -4371812.500000 Penalty: 5243.003906
	Iteration 22Q: 3 clusters Score -4371812 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37010 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -4371997.000000 Penalty: 5243.003906
	Iteration 23Q: 3 clusters Score -4371997 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37201 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -4372109.000000 Penalty: 5243.003906
	Iteration 24Q: 3 clusters Score -4372109 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37329 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -4372208.500000 Penalty: 5243.003906
	Iteration 25Q: 3 clusters Score -4372208 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37430 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -4372290.000000 Penalty: 5243.003906
	Iteration 26Q: 3 clusters Score -4372290 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37496 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -4372364.000000 Penalty: 5243.003906
	Iteration 27Q: 3 clusters Score -4372364 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37545 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -4372417.500000 Penalty: 5243.003906
	Iteration 28Q: 3 clusters Score -4372418 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37588 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -4372456.000000 Penalty: 5243.003906
	Iteration 29Q: 3 clusters Score -4372456 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -4372483.000000 Penalty: 5243.003906
	Iteration 30Q: 3 clusters Score -4372483 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -4372518.500000 Penalty: 5243.003906
	Iteration 31Q: 3 clusters Score -4372518 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37656 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -4372532.500000 Penalty: 5243.003906
	Iteration 32Q: 3 clusters Score -4372532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37660 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -4372534.000000 Penalty: 5243.003906
	Iteration 33Q: 3 clusters Score -4372534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37663 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -4372531.500000 Penalty: 5243.003906
	Iteration 34Q: 3 clusters Score -4372532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37667 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -4372528.500000 Penalty: 5243.003906
	Iteration 35Q: 3 clusters Score -4372528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -4372532.500000 Penalty: 5243.003906
	Iteration 36Q: 3 clusters Score -4372532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37670 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -4372532.500000 Penalty: 5243.003906
	Iteration 37Q: 3 clusters Score -4372532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37670 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -4372532.500000 Penalty: 5243.003906
	Iteration 38F: 3 clusters Score -4372532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Entering Unmasked Estep 
Score: -277008.500000 Penalty: 1930.446167
	Iteration 0F: 2 clusters Score -277008.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -274125.468750 Penalty: 3860.892334
	Iteration 0F: 3 clusters Score -274125.5 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -274660.343750 Penalty: 3860.892334
	Iteration 1F: 3 clusters Score -274660.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -274822.531250 Penalty: 3860.892334
	Iteration 2F: 3 clusters Score -274822.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -274909.750000 Penalty: 3860.892334
	Iteration 3Q: 3 clusters Score -274909.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -274956.531250 Penalty: 3860.892334
	Iteration 4Q: 3 clusters Score -274956.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -274983.000000 Penalty: 3860.892334
	Iteration 5Q: 3 clusters Score -274983 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -275001.593750 Penalty: 3860.892334
	Iteration 6Q: 3 clusters Score -275001.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -275018.812500 Penalty: 3860.892334
	Iteration 7Q: 3 clusters Score -275018.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -275034.718750 Penalty: 3860.892334
	Iteration 8Q: 3 clusters Score -275034.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -275047.031250 Penalty: 3860.892334
	Iteration 9Q: 3 clusters Score -275047 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -275055.250000 Penalty: 3860.892334
	Iteration 10Q: 3 clusters Score -275055.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -275060.906250 Penalty: 3860.892334
	Iteration 11Q: 3 clusters Score -275060.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -275065.500000 Penalty: 3860.892334
	Iteration 12Q: 3 clusters Score -275065.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -275068.750000 Penalty: 3860.892334
	Iteration 13Q: 3 clusters Score -275068.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -275076.562500 Penalty: 3860.892334
	Iteration 14Q: 3 clusters Score -275076.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -275087.843750 Penalty: 3860.892334
	Iteration 15Q: 3 clusters Score -275087.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -275102.187500 Penalty: 3860.892334
	Iteration 16Q: 3 clusters Score -275102.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -275119.812500 Penalty: 3860.892334
	Iteration 17Q: 3 clusters Score -275119.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -275140.437500 Penalty: 3860.892334
	Iteration 18Q: 3 clusters Score -275140.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -275154.656250 Penalty: 3860.892334
	Iteration 19Q: 3 clusters Score -275154.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -275166.687500 Penalty: 3860.892334
	Iteration 20F: 3 clusters Score -275166.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -275174.812500 Penalty: 3860.892334
	Iteration 21Q: 3 clusters Score -275174.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -275181.625000 Penalty: 3860.892334
	Iteration 22Q: 3 clusters Score -275181.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -275187.718750 Penalty: 3860.892334
	Iteration 23Q: 3 clusters Score -275187.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -275193.750000 Penalty: 3860.892334
	Iteration 24Q: 3 clusters Score -275193.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -275197.187500 Penalty: 3860.892334
	Iteration 25Q: 3 clusters Score -275197.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -275199.312500 Penalty: 3860.892334
	Iteration 26Q: 3 clusters Score -275199.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -275202.281250 Penalty: 3860.892334
	Iteration 27Q: 3 clusters Score -275202.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -275209.437500 Penalty: 3860.892334
	Iteration 28Q: 3 clusters Score -275209.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -275216.781250 Penalty: 3860.892334
	Iteration 29Q: 3 clusters Score -275216.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -275221.906250 Penalty: 3860.892334
	Iteration 30Q: 3 clusters Score -275221.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -275224.687500 Penalty: 3860.892334
	Iteration 31Q: 3 clusters Score -275224.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -275226.593750 Penalty: 3860.892334
	Iteration 32Q: 3 clusters Score -275226.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -275228.875000 Penalty: 3860.892334
	Iteration 33Q: 3 clusters Score -275228.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -275229.687500 Penalty: 3860.892334
	Iteration 34Q: 3 clusters Score -275229.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -275231.187500 Penalty: 3860.892334
	Iteration 35Q: 3 clusters Score -275231.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -275231.187500 Penalty: 3860.892334
	Iteration 36F: 3 clusters Score -275231.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Entering Unmasked Estep 
Score: -1226989.125000 Penalty: 2297.277832
	Iteration 0F: 2 clusters Score -1226989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1219059.000000 Penalty: 4594.555664
	Iteration 0F: 3 clusters Score -1219059 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1221585.375000 Penalty: 4594.555664
	Iteration 1F: 3 clusters Score -1221585 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1222163.875000 Penalty: 4594.555664
	Iteration 2F: 3 clusters Score -1222164 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1222739.250000 Penalty: 4594.555664
	Iteration 3F: 3 clusters Score -1222739 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1223379.125000 Penalty: 4594.555664
	Iteration 4F: 3 clusters Score -1223379 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1223978.375000 Penalty: 4594.555664
	Iteration 5F: 3 clusters Score -1223978 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1224464.125000 Penalty: 4594.555664
	Iteration 6F: 3 clusters Score -1224464 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1224791.875000 Penalty: 4594.555664
	Iteration 7Q: 3 clusters Score -1224792 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1225024.125000 Penalty: 4594.555664
	Iteration 8Q: 3 clusters Score -1225024 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1225211.875000 Penalty: 4594.555664
	Iteration 9Q: 3 clusters Score -1225212 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1225337.625000 Penalty: 4594.555664
	Iteration 10Q: 3 clusters Score -1225338 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1225448.250000 Penalty: 4594.555664
	Iteration 11Q: 3 clusters Score -1225448 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1225536.625000 Penalty: 4594.555664
	Iteration 12Q: 3 clusters Score -1225537 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1225623.500000 Penalty: 4594.555664
	Iteration 13Q: 3 clusters Score -1225624 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1225683.375000 Penalty: 4594.555664
	Iteration 14Q: 3 clusters Score -1225683 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1225730.000000 Penalty: 4594.555664
	Iteration 15Q: 3 clusters Score -1225730 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1225763.500000 Penalty: 4594.555664
	Iteration 16Q: 3 clusters Score -1225764 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1225792.125000 Penalty: 4594.555664
	Iteration 17Q: 3 clusters Score -1225792 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1225821.500000 Penalty: 4594.555664
	Iteration 18Q: 3 clusters Score -1225822 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1225866.875000 Penalty: 4594.555664
	Iteration 19Q: 3 clusters Score -1225867 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1225908.125000 Penalty: 4594.555664
	Iteration 20F: 3 clusters Score -1225908 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1225923.500000 Penalty: 4594.555664
	Iteration 21Q: 3 clusters Score -1225924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1225934.125000 Penalty: 4594.555664
	Iteration 22Q: 3 clusters Score -1225934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1225946.625000 Penalty: 4594.555664
	Iteration 23Q: 3 clusters Score -1225947 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1225956.250000 Penalty: 4594.555664
	Iteration 24Q: 3 clusters Score -1225956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1225961.375000 Penalty: 4594.555664
	Iteration 25Q: 3 clusters Score -1225961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1225965.250000 Penalty: 4594.555664
	Iteration 26Q: 3 clusters Score -1225965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1225966.250000 Penalty: 4594.555664
	Iteration 27Q: 3 clusters Score -1225966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1225966.250000 Penalty: 4594.555664
	Iteration 28F: 3 clusters Score -1225966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Entering Unmasked Estep 
Score: -987659.812500 Penalty: 2231.936035
	Iteration 0F: 2 clusters Score -987659.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -981161.500000 Penalty: 4463.872070
	Iteration 0F: 3 clusters Score -981161.5 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -982932.250000 Penalty: 4463.872070
	Iteration 1F: 3 clusters Score -982932.2 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -983185.187500 Penalty: 4463.872070
	Iteration 2F: 3 clusters Score -983185.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -983347.937500 Penalty: 4463.872070
	Iteration 3Q: 3 clusters Score -983347.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -983453.812500 Penalty: 4463.872070
	Iteration 4Q: 3 clusters Score -983453.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -983531.250000 Penalty: 4463.872070
	Iteration 5Q: 3 clusters Score -983531.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -983597.375000 Penalty: 4463.872070
	Iteration 6Q: 3 clusters Score -983597.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -983663.562500 Penalty: 4463.872070
	Iteration 7Q: 3 clusters Score -983663.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -983734.062500 Penalty: 4463.872070
	Iteration 8Q: 3 clusters Score -983734.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -983792.062500 Penalty: 4463.872070
	Iteration 9Q: 3 clusters Score -983792.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -983860.437500 Penalty: 4463.872070
	Iteration 10Q: 3 clusters Score -983860.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -983940.375000 Penalty: 4463.872070
	Iteration 11Q: 3 clusters Score -983940.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -984036.562500 Penalty: 4463.872070
	Iteration 12Q: 3 clusters Score -984036.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -984148.437500 Penalty: 4463.872070
	Iteration 13Q: 3 clusters Score -984148.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -984279.687500 Penalty: 4463.872070
	Iteration 14Q: 3 clusters Score -984279.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -984391.000000 Penalty: 4463.872070
	Iteration 15Q: 3 clusters Score -984391 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -984508.375000 Penalty: 4463.872070
	Iteration 16Q: 3 clusters Score -984508.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -984632.437500 Penalty: 4463.872070
	Iteration 17Q: 3 clusters Score -984632.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -984748.062500 Penalty: 4463.872070
	Iteration 18Q: 3 clusters Score -984748.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -984854.375000 Penalty: 4463.872070
	Iteration 19Q: 3 clusters Score -984854.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -984954.250000 Penalty: 4463.872070
	Iteration 20F: 3 clusters Score -984954.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -985059.312500 Penalty: 4463.872070
	Iteration 21Q: 3 clusters Score -985059.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -985151.812500 Penalty: 4463.872070
	Iteration 22Q: 3 clusters Score -985151.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -985225.062500 Penalty: 4463.872070
	Iteration 23Q: 3 clusters Score -985225.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -985279.625000 Penalty: 4463.872070
	Iteration 24Q: 3 clusters Score -985279.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -985345.500000 Penalty: 4463.872070
	Iteration 25Q: 3 clusters Score -985345.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -985404.250000 Penalty: 4463.872070
	Iteration 26Q: 3 clusters Score -985404.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -985455.312500 Penalty: 4463.872070
	Iteration 27Q: 3 clusters Score -985455.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -985507.875000 Penalty: 4463.872070
	Iteration 28Q: 3 clusters Score -985507.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -985543.125000 Penalty: 4463.872070
	Iteration 29Q: 3 clusters Score -985543.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -985570.125000 Penalty: 4463.872070
	Iteration 30Q: 3 clusters Score -985570.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -985594.062500 Penalty: 4463.872070
	Iteration 31Q: 3 clusters Score -985594.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -985611.812500 Penalty: 4463.872070
	Iteration 32Q: 3 clusters Score -985611.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -985631.375000 Penalty: 4463.872070
	Iteration 33Q: 3 clusters Score -985631.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -985649.312500 Penalty: 4463.872070
	Iteration 34Q: 3 clusters Score -985649.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -985668.500000 Penalty: 4463.872070
	Iteration 35Q: 3 clusters Score -985668.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -985676.750000 Penalty: 4463.872070
	Iteration 36Q: 3 clusters Score -985676.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -985691.000000 Penalty: 4463.872070
	Iteration 37Q: 3 clusters Score -985691 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -985705.500000 Penalty: 4463.872070
	Iteration 38Q: 3 clusters Score -985705.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -985715.062500 Penalty: 4463.872070
	Iteration 39Q: 3 clusters Score -985715.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -985726.562500 Penalty: 4463.872070
	Iteration 40F: 3 clusters Score -985726.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -985732.187500 Penalty: 4463.872070
	Iteration 41Q: 3 clusters Score -985732.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -985737.187500 Penalty: 4463.872070
	Iteration 42Q: 3 clusters Score -985737.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -985740.625000 Penalty: 4463.872070
	Iteration 43Q: 3 clusters Score -985740.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -985743.187500 Penalty: 4463.872070
	Iteration 44Q: 3 clusters Score -985743.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -985744.312500 Penalty: 4463.872070
	Iteration 45Q: 3 clusters Score -985744.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -985745.000000 Penalty: 4463.872070
	Iteration 46Q: 3 clusters Score -985745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -985747.250000 Penalty: 4463.872070
	Iteration 47Q: 3 clusters Score -985747.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -985747.062500 Penalty: 4463.872070
	Iteration 48Q: 3 clusters Score -985747.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -985747.062500 Penalty: 4463.872070
	Iteration 49F: 3 clusters Score -985747.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (218429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218429 members 
Entering Unmasked Estep 
Score: -26800298.000000 Penalty: 3048.965576
	Iteration 0F: 2 clusters Score -2.68003e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109311 members 
Mstep: Class 2 contains 109118 members 
Entering Unmasked Estep 
Score: -26658412.000000 Penalty: 6097.931152
	Iteration 0F: 3 clusters Score -2.665841e+07 nChanged 105359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110582 members 
Mstep: Class 2 contains 107847 members 
Entering Unmasked Estep 
Score: -26719926.000000 Penalty: 6097.931152
	Iteration 1F: 3 clusters Score -2.671993e+07 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111778 members 
Mstep: Class 2 contains 106651 members 
Entering Unmasked Estep 
Score: -26720814.000000 Penalty: 6097.931152
	Iteration 2Q: 3 clusters Score -2.672081e+07 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113641 members 
Mstep: Class 2 contains 104788 members 
Entering Unmasked Estep 
Score: -26721818.000000 Penalty: 6097.931152
	Iteration 3Q: 3 clusters Score -2.672182e+07 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116574 members 
Mstep: Class 2 contains 101855 members 
Entering Unmasked Estep 
Score: -26723350.000000 Penalty: 6097.931152
	Iteration 4Q: 3 clusters Score -2.672335e+07 nChanged 7516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121214 members 
Mstep: Class 2 contains 97215 members 
Entering Unmasked Estep 
Score: -26725666.000000 Penalty: 6097.931152
	Iteration 5Q: 3 clusters Score -2.672567e+07 nChanged 9640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128226 members 
Mstep: Class 2 contains 90203 members 
Entering Unmasked Estep 
Score: -26729742.000000 Penalty: 6097.931152
	Iteration 6Q: 3 clusters Score -2.672974e+07 nChanged 12779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138465 members 
Mstep: Class 2 contains 79964 members 
Entering Unmasked Estep 
Score: -26736850.000000 Penalty: 6097.931152
	Iteration 7F: 3 clusters Score -2.673685e+07 nChanged 16019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152146 members 
Mstep: Class 2 contains 66283 members 
Entering Unmasked Estep 
Score: -26748494.000000 Penalty: 6097.931152
	Iteration 8F: 3 clusters Score -2.674849e+07 nChanged 17553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167725 members 
Mstep: Class 2 contains 50704 members 
Entering Unmasked Estep 
Score: -26763790.000000 Penalty: 6097.931152
	Iteration 9F: 3 clusters Score -2.676379e+07 nChanged 14796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180847 members 
Mstep: Class 2 contains 37582 members 
Entering Unmasked Estep 
Score: -26779700.000000 Penalty: 6097.931152
	Iteration 10F: 3 clusters Score -2.67797e+07 nChanged 9240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187507 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
Score: -26790236.000000 Penalty: 6097.931152
	Iteration 11Q: 3 clusters Score -2.679024e+07 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189967 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -26793886.000000 Penalty: 6097.931152
	Iteration 12Q: 3 clusters Score -2.679389e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191440 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
Score: -26795394.000000 Penalty: 6097.931152
	Iteration 13Q: 3 clusters Score -2.679539e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192597 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -26796076.000000 Penalty: 6097.931152
	Iteration 14Q: 3 clusters Score -2.679608e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193592 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -26796370.000000 Penalty: 6097.931152
	Iteration 15Q: 3 clusters Score -2.679637e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194507 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -26796658.000000 Penalty: 6097.931152
	Iteration 16Q: 3 clusters Score -2.679666e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195319 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -26796844.000000 Penalty: 6097.931152
	Iteration 17Q: 3 clusters Score -2.679684e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196049 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -26796948.000000 Penalty: 6097.931152
	Iteration 18Q: 3 clusters Score -2.679695e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196658 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -26796992.000000 Penalty: 6097.931152
	Iteration 19Q: 3 clusters Score -2.679699e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197255 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -26797050.000000 Penalty: 6097.931152
	Iteration 20F: 3 clusters Score -2.679705e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197788 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -26797156.000000 Penalty: 6097.931152
	Iteration 21Q: 3 clusters Score -2.679716e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198235 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -26797182.000000 Penalty: 6097.931152
	Iteration 22Q: 3 clusters Score -2.679718e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198685 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -26797296.000000 Penalty: 6097.931152
	Iteration 23Q: 3 clusters Score -2.67973e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199118 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -26797274.000000 Penalty: 6097.931152
	Iteration 24Q: 3 clusters Score -2.679727e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199536 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -26797268.000000 Penalty: 6097.931152
	Iteration 25Q: 3 clusters Score -2.679727e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199922 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -26797222.000000 Penalty: 6097.931152
	Iteration 26Q: 3 clusters Score -2.679722e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200276 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -26797266.000000 Penalty: 6097.931152
	Iteration 27Q: 3 clusters Score -2.679727e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200639 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -26797352.000000 Penalty: 6097.931152
	Iteration 28Q: 3 clusters Score -2.679735e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200983 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -26797342.000000 Penalty: 6097.931152
	Iteration 29Q: 3 clusters Score -2.679734e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201319 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -26797464.000000 Penalty: 6097.931152
	Iteration 30Q: 3 clusters Score -2.679746e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201673 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -26797462.000000 Penalty: 6097.931152
	Iteration 31Q: 3 clusters Score -2.679746e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202021 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -26797462.000000 Penalty: 6097.931152
	Iteration 32Q: 3 clusters Score -2.679746e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202345 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -26797532.000000 Penalty: 6097.931152
	Iteration 33Q: 3 clusters Score -2.679753e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202654 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -26797538.000000 Penalty: 6097.931152
	Iteration 34Q: 3 clusters Score -2.679754e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202966 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -26797578.000000 Penalty: 6097.931152
	Iteration 35Q: 3 clusters Score -2.679758e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203254 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -26797624.000000 Penalty: 6097.931152
	Iteration 36Q: 3 clusters Score -2.679762e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203541 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -26797614.000000 Penalty: 6097.931152
	Iteration 37Q: 3 clusters Score -2.679761e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203821 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -26797706.000000 Penalty: 6097.931152
	Iteration 38Q: 3 clusters Score -2.679771e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204111 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -26797648.000000 Penalty: 6097.931152
	Iteration 39Q: 3 clusters Score -2.679765e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204392 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -26797680.000000 Penalty: 6097.931152
	Iteration 40F: 3 clusters Score -2.679768e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204653 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -26797724.000000 Penalty: 6097.931152
	Iteration 41Q: 3 clusters Score -2.679772e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204920 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -26797760.000000 Penalty: 6097.931152
	Iteration 42Q: 3 clusters Score -2.679776e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205162 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -26797772.000000 Penalty: 6097.931152
	Iteration 43Q: 3 clusters Score -2.679777e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205404 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -26797728.000000 Penalty: 6097.931152
	Iteration 44Q: 3 clusters Score -2.679773e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205650 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -26797786.000000 Penalty: 6097.931152
	Iteration 45Q: 3 clusters Score -2.679779e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205900 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -26797740.000000 Penalty: 6097.931152
	Iteration 46Q: 3 clusters Score -2.679774e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206159 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -26797766.000000 Penalty: 6097.931152
	Iteration 47Q: 3 clusters Score -2.679777e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206421 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -26797816.000000 Penalty: 6097.931152
	Iteration 48Q: 3 clusters Score -2.679782e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206682 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -26797786.000000 Penalty: 6097.931152
	Iteration 49Q: 3 clusters Score -2.679779e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206928 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -26797844.000000 Penalty: 6097.931152
	Iteration 50Q: 3 clusters Score -2.679784e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207155 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -26797858.000000 Penalty: 6097.931152
	Iteration 51Q: 3 clusters Score -2.679786e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207356 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -26797864.000000 Penalty: 6097.931152
	Iteration 52Q: 3 clusters Score -2.679786e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207575 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -26797864.000000 Penalty: 6097.931152
	Iteration 53Q: 3 clusters Score -2.679786e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207786 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -26797912.000000 Penalty: 6097.931152
	Iteration 54Q: 3 clusters Score -2.679791e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207991 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -26797932.000000 Penalty: 6097.931152
	Iteration 55Q: 3 clusters Score -2.679793e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208191 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -26797980.000000 Penalty: 6097.931152
	Iteration 56Q: 3 clusters Score -2.679798e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208356 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -26798010.000000 Penalty: 6097.931152
	Iteration 57Q: 3 clusters Score -2.679801e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208517 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -26798008.000000 Penalty: 6097.931152
	Iteration 58Q: 3 clusters Score -2.679801e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208669 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -26798018.000000 Penalty: 6097.931152
	Iteration 59Q: 3 clusters Score -2.679802e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208820 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -26797950.000000 Penalty: 6097.931152
	Iteration 60F: 3 clusters Score -2.679795e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208981 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -26797984.000000 Penalty: 6097.931152
	Iteration 61Q: 3 clusters Score -2.679798e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209141 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -26797982.000000 Penalty: 6097.931152
	Iteration 62Q: 3 clusters Score -2.679798e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209286 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -26797962.000000 Penalty: 6097.931152
	Iteration 63Q: 3 clusters Score -2.679796e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209439 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -26797914.000000 Penalty: 6097.931152
	Iteration 64Q: 3 clusters Score -2.679791e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209596 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -26797956.000000 Penalty: 6097.931152
	Iteration 65Q: 3 clusters Score -2.679796e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209749 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -26797966.000000 Penalty: 6097.931152
	Iteration 66Q: 3 clusters Score -2.679797e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209901 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -26798010.000000 Penalty: 6097.931152
	Iteration 67Q: 3 clusters Score -2.679801e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210048 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -26798038.000000 Penalty: 6097.931152
	Iteration 68Q: 3 clusters Score -2.679804e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210177 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -26798042.000000 Penalty: 6097.931152
	Iteration 69Q: 3 clusters Score -2.679804e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210314 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -26798070.000000 Penalty: 6097.931152
	Iteration 70Q: 3 clusters Score -2.679807e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210438 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -26798090.000000 Penalty: 6097.931152
	Iteration 71Q: 3 clusters Score -2.679809e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210539 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -26798064.000000 Penalty: 6097.931152
	Iteration 72Q: 3 clusters Score -2.679806e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210641 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -26798102.000000 Penalty: 6097.931152
	Iteration 73Q: 3 clusters Score -2.67981e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210738 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -26798124.000000 Penalty: 6097.931152
	Iteration 74Q: 3 clusters Score -2.679812e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210824 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -26798102.000000 Penalty: 6097.931152
	Iteration 75Q: 3 clusters Score -2.67981e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210915 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -26798130.000000 Penalty: 6097.931152
	Iteration 76Q: 3 clusters Score -2.679813e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210993 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -26798124.000000 Penalty: 6097.931152
	Iteration 77Q: 3 clusters Score -2.679812e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211071 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -26798074.000000 Penalty: 6097.931152
	Iteration 78Q: 3 clusters Score -2.679807e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211145 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -26798010.000000 Penalty: 6097.931152
	Iteration 79Q: 3 clusters Score -2.679801e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211214 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -26798050.000000 Penalty: 6097.931152
	Iteration 80F: 3 clusters Score -2.679805e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211274 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -26797998.000000 Penalty: 6097.931152
	Iteration 81Q: 3 clusters Score -2.6798e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211335 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -26797998.000000 Penalty: 6097.931152
	Iteration 82Q: 3 clusters Score -2.6798e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211390 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -26798032.000000 Penalty: 6097.931152
	Iteration 83Q: 3 clusters Score -2.679803e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211445 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -26798034.000000 Penalty: 6097.931152
	Iteration 84Q: 3 clusters Score -2.679803e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211493 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -26798054.000000 Penalty: 6097.931152
	Iteration 85Q: 3 clusters Score -2.679805e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211559 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -26798012.000000 Penalty: 6097.931152
	Iteration 86Q: 3 clusters Score -2.679801e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211636 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -26797996.000000 Penalty: 6097.931152
	Iteration 87Q: 3 clusters Score -2.6798e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211706 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -26797996.000000 Penalty: 6097.931152
	Iteration 88Q: 3 clusters Score -2.6798e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211777 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -26798010.000000 Penalty: 6097.931152
	Iteration 89Q: 3 clusters Score -2.679801e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211837 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -26798034.000000 Penalty: 6097.931152
	Iteration 90Q: 3 clusters Score -2.679803e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211914 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -26798014.000000 Penalty: 6097.931152
	Iteration 91Q: 3 clusters Score -2.679801e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211978 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -26798008.000000 Penalty: 6097.931152
	Iteration 92Q: 3 clusters Score -2.679801e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212045 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -26798022.000000 Penalty: 6097.931152
	Iteration 93Q: 3 clusters Score -2.679802e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212105 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -26798048.000000 Penalty: 6097.931152
	Iteration 94Q: 3 clusters Score -2.679805e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212171 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -26798042.000000 Penalty: 6097.931152
	Iteration 95Q: 3 clusters Score -2.679804e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212237 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -26798052.000000 Penalty: 6097.931152
	Iteration 96Q: 3 clusters Score -2.679805e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212299 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -26798084.000000 Penalty: 6097.931152
	Iteration 97Q: 3 clusters Score -2.679808e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212356 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -26798066.000000 Penalty: 6097.931152
	Iteration 98Q: 3 clusters Score -2.679807e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212418 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -26798054.000000 Penalty: 6097.931152
	Iteration 99Q: 3 clusters Score -2.679805e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212483 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -26798080.000000 Penalty: 6097.931152
	Iteration 100F: 3 clusters Score -2.679808e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212544 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -26798082.000000 Penalty: 6097.931152
	Iteration 101Q: 3 clusters Score -2.679808e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212603 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -26798090.000000 Penalty: 6097.931152
	Iteration 102Q: 3 clusters Score -2.679809e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212674 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -26798096.000000 Penalty: 6097.931152
	Iteration 103Q: 3 clusters Score -2.67981e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212731 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -26798106.000000 Penalty: 6097.931152
	Iteration 104Q: 3 clusters Score -2.679811e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212782 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -26798122.000000 Penalty: 6097.931152
	Iteration 105Q: 3 clusters Score -2.679812e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212829 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -26798132.000000 Penalty: 6097.931152
	Iteration 106Q: 3 clusters Score -2.679813e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212879 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -26798124.000000 Penalty: 6097.931152
	Iteration 107Q: 3 clusters Score -2.679812e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212922 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -26798174.000000 Penalty: 6097.931152
	Iteration 108Q: 3 clusters Score -2.679817e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212965 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -26798182.000000 Penalty: 6097.931152
	Iteration 109Q: 3 clusters Score -2.679818e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212998 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -26798180.000000 Penalty: 6097.931152
	Iteration 110Q: 3 clusters Score -2.679818e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213023 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -26798164.000000 Penalty: 6097.931152
	Iteration 111Q: 3 clusters Score -2.679816e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213052 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -26798160.000000 Penalty: 6097.931152
	Iteration 112Q: 3 clusters Score -2.679816e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213074 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -26798190.000000 Penalty: 6097.931152
	Iteration 113Q: 3 clusters Score -2.679819e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213096 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -26798186.000000 Penalty: 6097.931152
	Iteration 114Q: 3 clusters Score -2.679819e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213124 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -26798194.000000 Penalty: 6097.931152
	Iteration 115Q: 3 clusters Score -2.679819e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213143 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -26798198.000000 Penalty: 6097.931152
	Iteration 116Q: 3 clusters Score -2.67982e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213162 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -26798164.000000 Penalty: 6097.931152
	Iteration 117Q: 3 clusters Score -2.679816e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213175 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -26798160.000000 Penalty: 6097.931152
	Iteration 118Q: 3 clusters Score -2.679816e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213183 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -26798164.000000 Penalty: 6097.931152
	Iteration 119Q: 3 clusters Score -2.679816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213186 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -26798174.000000 Penalty: 6097.931152
	Iteration 120F: 3 clusters Score -2.679817e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213191 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -26798176.000000 Penalty: 6097.931152
	Iteration 121Q: 3 clusters Score -2.679818e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213199 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -26798174.000000 Penalty: 6097.931152
	Iteration 122Q: 3 clusters Score -2.679817e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213209 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -26798188.000000 Penalty: 6097.931152
	Iteration 123Q: 3 clusters Score -2.679819e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213217 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -26798176.000000 Penalty: 6097.931152
	Iteration 124Q: 3 clusters Score -2.679818e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213225 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -26798180.000000 Penalty: 6097.931152
	Iteration 125Q: 3 clusters Score -2.679818e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213233 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -26798196.000000 Penalty: 6097.931152
	Iteration 126Q: 3 clusters Score -2.67982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213240 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -26798206.000000 Penalty: 6097.931152
	Iteration 127Q: 3 clusters Score -2.679821e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213247 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -26798200.000000 Penalty: 6097.931152
	Iteration 128Q: 3 clusters Score -2.67982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213252 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -26798194.000000 Penalty: 6097.931152
	Iteration 129Q: 3 clusters Score -2.679819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213255 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -26798186.000000 Penalty: 6097.931152
	Iteration 130Q: 3 clusters Score -2.679819e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213259 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -26798202.000000 Penalty: 6097.931152
	Iteration 131Q: 3 clusters Score -2.67982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213261 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -26798206.000000 Penalty: 6097.931152
	Iteration 132Q: 3 clusters Score -2.679821e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213262 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -26798202.000000 Penalty: 6097.931152
	Iteration 133Q: 3 clusters Score -2.67982e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213262 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -26798202.000000 Penalty: 6097.931152
	Iteration 134F: 3 clusters Score -2.67982e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (170901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170901 members 
Entering Unmasked Estep 
Score: -20682802.000000 Penalty: 2988.112305
	Iteration 0F: 2 clusters Score -2.06828e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85210 members 
Mstep: Class 2 contains 85691 members 
Entering Unmasked Estep 
Score: -20568102.000000 Penalty: 5976.224609
	Iteration 0F: 3 clusters Score -2.05681e+07 nChanged 81873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79437 members 
Mstep: Class 2 contains 91464 members 
Entering Unmasked Estep 
Score: -20616850.000000 Penalty: 5976.224609
	Iteration 1F: 3 clusters Score -2.061685e+07 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75310 members 
Mstep: Class 2 contains 95591 members 
Entering Unmasked Estep 
Score: -20618888.000000 Penalty: 5976.224609
	Iteration 2Q: 3 clusters Score -2.061889e+07 nChanged 8219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69137 members 
Mstep: Class 2 contains 101764 members 
Entering Unmasked Estep 
Score: -20622362.000000 Penalty: 5976.224609
	Iteration 3Q: 3 clusters Score -2.062236e+07 nChanged 10366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60285 members 
Mstep: Class 2 contains 110616 members 
Entering Unmasked Estep 
Score: -20628288.000000 Penalty: 5976.224609
	Iteration 4F: 3 clusters Score -2.062829e+07 nChanged 12500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48771 members 
Mstep: Class 2 contains 122130 members 
Entering Unmasked Estep 
Score: -20636782.000000 Penalty: 5976.224609
	Iteration 5F: 3 clusters Score -2.063678e+07 nChanged 13977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35290 members 
Mstep: Class 2 contains 135611 members 
Entering Unmasked Estep 
Score: -20648440.000000 Penalty: 5976.224609
	Iteration 6F: 3 clusters Score -2.064844e+07 nChanged 13124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 148557 members 
Entering Unmasked Estep 
Score: -20660460.000000 Penalty: 5976.224609
	Iteration 7F: 3 clusters Score -2.066046e+07 nChanged 10300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 158805 members 
Entering Unmasked Estep 
Score: -20670246.000000 Penalty: 5976.224609
	Iteration 8F: 3 clusters Score -2.067025e+07 nChanged 6284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 165067 members 
Entering Unmasked Estep 
Score: -20675776.000000 Penalty: 5976.224609
	Iteration 9Q: 3 clusters Score -2.067578e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 168045 members 
Entering Unmasked Estep 
Score: -20678382.000000 Penalty: 5976.224609
	Iteration 10Q: 3 clusters Score -2.067838e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 169336 members 
Entering Unmasked Estep 
Score: -20679526.000000 Penalty: 5976.224609
	Iteration 11Q: 3 clusters Score -2.067953e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 169880 members 
Entering Unmasked Estep 
Score: -20680022.000000 Penalty: 5976.224609
	Iteration 12Q: 3 clusters Score -2.068002e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 170094 members 
Entering Unmasked Estep 
Score: -20680296.000000 Penalty: 5976.224609
	Iteration 13Q: 3 clusters Score -2.06803e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 170166 members 
Entering Unmasked Estep 
Score: -20680424.000000 Penalty: 5976.224609
	Iteration 14Q: 3 clusters Score -2.068042e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 170200 members 
Entering Unmasked Estep 
Score: -20680510.000000 Penalty: 5976.224609
	Iteration 15Q: 3 clusters Score -2.068051e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 170200 members 
Entering Unmasked Estep 
Score: -20680526.000000 Penalty: 5976.224609
	Iteration 16Q: 3 clusters Score -2.068053e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 170195 members 
Entering Unmasked Estep 
Score: -20680524.000000 Penalty: 5976.224609
	Iteration 17Q: 3 clusters Score -2.068052e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 170188 members 
Entering Unmasked Estep 
Score: -20680538.000000 Penalty: 5976.224609
	Iteration 18Q: 3 clusters Score -2.068054e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 170189 members 
Entering Unmasked Estep 
Score: -20680532.000000 Penalty: 5976.224609
	Iteration 19Q: 3 clusters Score -2.068053e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 170183 members 
Entering Unmasked Estep 
Score: -20680536.000000 Penalty: 5976.224609
	Iteration 20F: 3 clusters Score -2.068054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 170181 members 
Entering Unmasked Estep 
Score: -20680550.000000 Penalty: 5976.224609
	Iteration 21Q: 3 clusters Score -2.068055e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 170178 members 
Entering Unmasked Estep 
Score: -20680562.000000 Penalty: 5976.224609
	Iteration 22Q: 3 clusters Score -2.068056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 170174 members 
Entering Unmasked Estep 
Score: -20680562.000000 Penalty: 5976.224609
	Iteration 23Q: 3 clusters Score -2.068056e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 170177 members 
Entering Unmasked Estep 
Score: -20680560.000000 Penalty: 5976.224609
	Iteration 24Q: 3 clusters Score -2.068056e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 170176 members 
Entering Unmasked Estep 
Score: -20680572.000000 Penalty: 5976.224609
	Iteration 25Q: 3 clusters Score -2.068057e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 170172 members 
Entering Unmasked Estep 
Score: -20680586.000000 Penalty: 5976.224609
	Iteration 26Q: 3 clusters Score -2.068059e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 170170 members 
Entering Unmasked Estep 
Score: -20680574.000000 Penalty: 5976.224609
	Iteration 27Q: 3 clusters Score -2.068057e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 170167 members 
Entering Unmasked Estep 
Score: -20680578.000000 Penalty: 5976.224609
	Iteration 28Q: 3 clusters Score -2.068058e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 170167 members 
Entering Unmasked Estep 
Score: -20680588.000000 Penalty: 5976.224609
	Iteration 29Q: 3 clusters Score -2.068059e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 170167 members 
Entering Unmasked Estep 
Score: -20680590.000000 Penalty: 5976.224609
	Iteration 30Q: 3 clusters Score -2.068059e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 170166 members 
Entering Unmasked Estep 
Score: -20680586.000000 Penalty: 5976.224609
	Iteration 31Q: 3 clusters Score -2.068059e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 170166 members 
Entering Unmasked Estep 
Score: -20680586.000000 Penalty: 5976.224609
	Iteration 32F: 3 clusters Score -2.068059e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (10323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Entering Unmasked Estep 
Score: -1203228.250000 Penalty: 2292.048096
	Iteration 0F: 2 clusters Score -1203228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1195412.125000 Penalty: 4584.096191
	Iteration 0F: 3 clusters Score -1195412 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1197757.500000 Penalty: 4584.096191
	Iteration 1F: 3 clusters Score -1197758 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1198210.125000 Penalty: 4584.096191
	Iteration 2F: 3 clusters Score -1198210 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1198574.125000 Penalty: 4584.096191
	Iteration 3F: 3 clusters Score -1198574 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1198945.625000 Penalty: 4584.096191
	Iteration 4F: 3 clusters Score -1198946 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1199410.000000 Penalty: 4584.096191
	Iteration 5F: 3 clusters Score -1199410 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1199968.500000 Penalty: 4584.096191
	Iteration 6F: 3 clusters Score -1199968 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1200525.750000 Penalty: 4584.096191
	Iteration 7F: 3 clusters Score -1200526 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1200955.625000 Penalty: 4584.096191
	Iteration 8F: 3 clusters Score -1200956 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1201231.875000 Penalty: 4584.096191
	Iteration 9Q: 3 clusters Score -1201232 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1201426.250000 Penalty: 4584.096191
	Iteration 10Q: 3 clusters Score -1201426 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1201532.875000 Penalty: 4584.096191
	Iteration 11Q: 3 clusters Score -1201533 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1201602.875000 Penalty: 4584.096191
	Iteration 12Q: 3 clusters Score -1201603 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1201660.250000 Penalty: 4584.096191
	Iteration 13Q: 3 clusters Score -1201660 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1201704.250000 Penalty: 4584.096191
	Iteration 14Q: 3 clusters Score -1201704 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1201748.625000 Penalty: 4584.096191
	Iteration 15Q: 3 clusters Score -1201749 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1201776.625000 Penalty: 4584.096191
	Iteration 16Q: 3 clusters Score -1201777 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1201798.625000 Penalty: 4584.096191
	Iteration 17Q: 3 clusters Score -1201799 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1201820.000000 Penalty: 4584.096191
	Iteration 18Q: 3 clusters Score -1201820 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1201835.500000 Penalty: 4584.096191
	Iteration 19Q: 3 clusters Score -1201836 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1201845.125000 Penalty: 4584.096191
	Iteration 20F: 3 clusters Score -1201845 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1201859.750000 Penalty: 4584.096191
	Iteration 21Q: 3 clusters Score -1201860 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1201864.375000 Penalty: 4584.096191
	Iteration 22Q: 3 clusters Score -1201864 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1201873.625000 Penalty: 4584.096191
	Iteration 23Q: 3 clusters Score -1201874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1201869.375000 Penalty: 4584.096191
	Iteration 24Q: 3 clusters Score -1201869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1201876.875000 Penalty: 4584.096191
	Iteration 25Q: 3 clusters Score -1201877 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1201875.375000 Penalty: 4584.096191
	Iteration 26Q: 3 clusters Score -1201875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1201877.500000 Penalty: 4584.096191
	Iteration 27Q: 3 clusters Score -1201878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1201881.625000 Penalty: 4584.096191
	Iteration 28Q: 3 clusters Score -1201882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1201883.250000 Penalty: 4584.096191
	Iteration 29Q: 3 clusters Score -1201883 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1201885.375000 Penalty: 4584.096191
	Iteration 30Q: 3 clusters Score -1201885 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1201890.000000 Penalty: 4584.096191
	Iteration 31Q: 3 clusters Score -1201890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1201890.875000 Penalty: 4584.096191
	Iteration 32Q: 3 clusters Score -1201891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1201892.500000 Penalty: 4584.096191
	Iteration 33Q: 3 clusters Score -1201892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1201892.125000 Penalty: 4584.096191
	Iteration 34Q: 3 clusters Score -1201892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1201894.625000 Penalty: 4584.096191
	Iteration 35Q: 3 clusters Score -1201895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1201897.750000 Penalty: 4584.096191
	Iteration 36Q: 3 clusters Score -1201898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1201899.875000 Penalty: 4584.096191
	Iteration 37Q: 3 clusters Score -1201900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1201897.125000 Penalty: 4584.096191
	Iteration 38Q: 3 clusters Score -1201897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1201898.500000 Penalty: 4584.096191
	Iteration 39Q: 3 clusters Score -1201898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1201899.375000 Penalty: 4584.096191
	Iteration 40F: 3 clusters Score -1201899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1201900.000000 Penalty: 4584.096191
	Iteration 41Q: 3 clusters Score -1201900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1201900.750000 Penalty: 4584.096191
	Iteration 42Q: 3 clusters Score -1201901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1201900.750000 Penalty: 4584.096191
	Iteration 43Q: 3 clusters Score -1201901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1201901.125000 Penalty: 4584.096191
	Iteration 44Q: 3 clusters Score -1201901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1201900.625000 Penalty: 4584.096191
	Iteration 45Q: 3 clusters Score -1201901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1201900.750000 Penalty: 4584.096191
	Iteration 46Q: 3 clusters Score -1201901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1201900.750000 Penalty: 4584.096191
	Iteration 47F: 3 clusters Score -1201901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Entering Unmasked Estep 
Score: -106787.960938 Penalty: 1723.802002
	Iteration 0F: 2 clusters Score -106788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -104845.554688 Penalty: 3447.604004
	Iteration 0F: 3 clusters Score -104845.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -105405.796875 Penalty: 3447.604004
	Iteration 1F: 3 clusters Score -105405.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -105874.375000 Penalty: 3447.604004
	Iteration 2F: 3 clusters Score -105874.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -106234.226562 Penalty: 3447.604004
	Iteration 3F: 3 clusters Score -106234.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -106485.859375 Penalty: 3447.604004
	Iteration 4F: 3 clusters Score -106485.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -106714.351562 Penalty: 3447.604004
	Iteration 5Q: 3 clusters Score -106714.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -106800.539062 Penalty: 3447.604004
	Iteration 6Q: 3 clusters Score -106800.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -106873.718750 Penalty: 3447.604004
	Iteration 7Q: 3 clusters Score -106873.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -107099.718750 Penalty: 3447.604004
	Iteration 8Q: 3 clusters Score -107099.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -107393.468750 Penalty: 3447.604004
	Iteration 9Q: 3 clusters Score -107393.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -107638.398438 Penalty: 3447.604004
	Iteration 10Q: 3 clusters Score -107638.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -107844.218750 Penalty: 3447.604004
	Iteration 11Q: 3 clusters Score -107844.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -107916.585938 Penalty: 3447.604004
	Iteration 12Q: 3 clusters Score -107916.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -108030.156250 Penalty: 3447.604004
	Iteration 13Q: 3 clusters Score -108030.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -108099.765625 Penalty: 3447.604004
	Iteration 14Q: 3 clusters Score -108099.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -108184.742188 Penalty: 3447.604004
	Iteration 15Q: 3 clusters Score -108184.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -108278.234375 Penalty: 3447.604004
	Iteration 16Q: 3 clusters Score -108278.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -108292.515625 Penalty: 3447.604004
	Iteration 17Q: 3 clusters Score -108292.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -108296.257812 Penalty: 3447.604004
	Iteration 18Q: 3 clusters Score -108296.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -108298.453125 Penalty: 3447.604004
	Iteration 19Q: 3 clusters Score -108298.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -108301.398438 Penalty: 3447.604004
	Iteration 20F: 3 clusters Score -108301.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -108307.945312 Penalty: 3447.604004
	Iteration 21Q: 3 clusters Score -108307.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -108320.742188 Penalty: 3447.604004
	Iteration 22Q: 3 clusters Score -108320.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -108337.257812 Penalty: 3447.604004
	Iteration 23Q: 3 clusters Score -108337.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -108355.765625 Penalty: 3447.604004
	Iteration 24Q: 3 clusters Score -108355.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -108394.757812 Penalty: 3447.604004
	Iteration 25Q: 3 clusters Score -108394.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -108452.257812 Penalty: 3447.604004
	Iteration 26Q: 3 clusters Score -108452.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -108546.664062 Penalty: 3447.604004
	Iteration 27Q: 3 clusters Score -108546.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -108571.648438 Penalty: 3447.604004
	Iteration 28Q: 3 clusters Score -108571.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -108574.101562 Penalty: 3447.604004
	Iteration 29Q: 3 clusters Score -108574.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -108574.101562 Penalty: 3447.604004
	Iteration 30F: 3 clusters Score -108574.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58544 members 
Mstep: Class 2 contains 156309 members 
Mstep: Class 3 contains 7351 members 
Mstep: Class 4 contains 179432 members 
Mstep: Class 5 contains 11172 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31582 members 
Mstep: Class 8 contains 24823 members 
Mstep: Class 9 contains 187929 members 
Mstep: Class 10 contains 6571 members 
Mstep: Class 11 contains 38215 members 
Mstep: Class 12 contains 8740 members 
Mstep: Class 13 contains 10591 members 
Mstep: Class 14 contains 8034 members 
Mstep: Class 15 contains 8420 members 
Mstep: Class 16 contains 10451 members 
Mstep: Class 17 contains 69664 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12357 members 
Mstep: Class 20 contains 2952 members 
Mstep: Class 21 contains 282410 members 
Mstep: Class 22 contains 40998 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282968 members 
Mstep: Class 25 contains 16085 members 
Mstep: Class 26 contains 21587 members 
Mstep: Class 27 contains 16574 members 
Mstep: Class 28 contains 11354 members 
Mstep: Class 29 contains 6220 members 
Mstep: Class 30 contains 38971 members 
Mstep: Class 31 contains 2402 members 
Mstep: Class 32 contains 10543 members 
Mstep: Class 33 contains 8101 members 
Mstep: Class 34 contains 218429 members 
Mstep: Class 35 contains 170901 members 
Mstep: Class 36 contains 10323 members 
Mstep: Class 37 contains 495 members 
Mstep: Class 38 contains 10896 members 
Mstep: Class 39 contains 549 members 
Entering Unmasked Estep 
Score: -235412208.000000 Penalty: 140280.062500
Splitting cluster 37 changes total score from -235412688.000000 to -235412208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (10896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Entering Unmasked Estep 
Score: -1254031.625000 Penalty: 2305.445557
	Iteration 0F: 2 clusters Score -1254032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1245890.000000 Penalty: 4610.891113
	Iteration 0F: 3 clusters Score -1245890 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1248647.375000 Penalty: 4610.891113
	Iteration 1F: 3 clusters Score -1248647 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1249298.875000 Penalty: 4610.891113
	Iteration 2F: 3 clusters Score -1249299 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1249957.500000 Penalty: 4610.891113
	Iteration 3F: 3 clusters Score -1249958 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1250619.500000 Penalty: 4610.891113
	Iteration 4F: 3 clusters Score -1250620 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1251197.750000 Penalty: 4610.891113
	Iteration 5F: 3 clusters Score -1251198 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1251667.750000 Penalty: 4610.891113
	Iteration 6F: 3 clusters Score -1251668 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1252012.500000 Penalty: 4610.891113
	Iteration 7Q: 3 clusters Score -1252012 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1252292.500000 Penalty: 4610.891113
	Iteration 8Q: 3 clusters Score -1252292 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1252518.375000 Penalty: 4610.891113
	Iteration 9Q: 3 clusters Score -1252518 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1252674.750000 Penalty: 4610.891113
	Iteration 10Q: 3 clusters Score -1252675 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1252817.875000 Penalty: 4610.891113
	Iteration 11Q: 3 clusters Score -1252818 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1252942.875000 Penalty: 4610.891113
	Iteration 12Q: 3 clusters Score -1252943 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1253034.250000 Penalty: 4610.891113
	Iteration 13Q: 3 clusters Score -1253034 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1253129.625000 Penalty: 4610.891113
	Iteration 14Q: 3 clusters Score -1253130 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1253208.625000 Penalty: 4610.891113
	Iteration 15Q: 3 clusters Score -1253209 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1253256.000000 Penalty: 4610.891113
	Iteration 16Q: 3 clusters Score -1253256 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1253285.000000 Penalty: 4610.891113
	Iteration 17Q: 3 clusters Score -1253285 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1253308.500000 Penalty: 4610.891113
	Iteration 18Q: 3 clusters Score -1253308 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1253337.500000 Penalty: 4610.891113
	Iteration 19Q: 3 clusters Score -1253338 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1253360.000000 Penalty: 4610.891113
	Iteration 20F: 3 clusters Score -1253360 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1253375.625000 Penalty: 4610.891113
	Iteration 21Q: 3 clusters Score -1253376 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1253391.625000 Penalty: 4610.891113
	Iteration 22Q: 3 clusters Score -1253392 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1253399.625000 Penalty: 4610.891113
	Iteration 23Q: 3 clusters Score -1253400 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1253411.500000 Penalty: 4610.891113
	Iteration 24Q: 3 clusters Score -1253412 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1253417.375000 Penalty: 4610.891113
	Iteration 25Q: 3 clusters Score -1253417 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1253422.500000 Penalty: 4610.891113
	Iteration 26Q: 3 clusters Score -1253422 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1253427.125000 Penalty: 4610.891113
	Iteration 27Q: 3 clusters Score -1253427 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1253434.875000 Penalty: 4610.891113
	Iteration 28Q: 3 clusters Score -1253435 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1253437.250000 Penalty: 4610.891113
	Iteration 29Q: 3 clusters Score -1253437 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1253442.500000 Penalty: 4610.891113
	Iteration 30Q: 3 clusters Score -1253442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1253444.000000 Penalty: 4610.891113
	Iteration 31Q: 3 clusters Score -1253444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1253450.250000 Penalty: 4610.891113
	Iteration 32Q: 3 clusters Score -1253450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1253448.250000 Penalty: 4610.891113
	Iteration 33Q: 3 clusters Score -1253448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1253450.375000 Penalty: 4610.891113
	Iteration 34Q: 3 clusters Score -1253450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1253448.000000 Penalty: 4610.891113
	Iteration 35Q: 3 clusters Score -1253448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1253451.125000 Penalty: 4610.891113
	Iteration 36Q: 3 clusters Score -1253451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1253451.125000 Penalty: 4610.891113
	Iteration 37Q: 3 clusters Score -1253451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1253452.500000 Penalty: 4610.891113
	Iteration 38Q: 3 clusters Score -1253452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1253452.500000 Penalty: 4610.891113
	Iteration 39F: 3 clusters Score -1253452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58544 members 
Mstep: Class 2 contains 156309 members 
Mstep: Class 3 contains 7351 members 
Mstep: Class 4 contains 179432 members 
Mstep: Class 5 contains 11172 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31582 members 
Mstep: Class 8 contains 24823 members 
Mstep: Class 9 contains 187929 members 
Mstep: Class 10 contains 6571 members 
Mstep: Class 11 contains 38215 members 
Mstep: Class 12 contains 8740 members 
Mstep: Class 13 contains 10591 members 
Mstep: Class 14 contains 8034 members 
Mstep: Class 15 contains 8420 members 
Mstep: Class 16 contains 10451 members 
Mstep: Class 17 contains 69664 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12357 members 
Mstep: Class 20 contains 2952 members 
Mstep: Class 21 contains 282410 members 
Mstep: Class 22 contains 40998 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282968 members 
Mstep: Class 25 contains 16085 members 
Mstep: Class 26 contains 21587 members 
Mstep: Class 27 contains 16574 members 
Mstep: Class 28 contains 11354 members 
Mstep: Class 29 contains 6220 members 
Mstep: Class 30 contains 38971 members 
Mstep: Class 31 contains 2402 members 
Mstep: Class 32 contains 10543 members 
Mstep: Class 33 contains 8101 members 
Mstep: Class 34 contains 218429 members 
Mstep: Class 35 contains 170901 members 
Mstep: Class 36 contains 10323 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412992.000000 Penalty: 136683.125000
Iteration 279Q: 39 clusters Score -2.35413e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58543 members 
Mstep: Class 2 contains 156312 members 
Mstep: Class 3 contains 7351 members 
Mstep: Class 4 contains 179423 members 
Mstep: Class 5 contains 11172 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31582 members 
Mstep: Class 8 contains 24866 members 
Mstep: Class 9 contains 187929 members 
Mstep: Class 10 contains 6571 members 
Mstep: Class 11 contains 38216 members 
Mstep: Class 12 contains 8738 members 
Mstep: Class 13 contains 10591 members 
Mstep: Class 14 contains 8034 members 
Mstep: Class 15 contains 8421 members 
Mstep: Class 16 contains 10451 members 
Mstep: Class 17 contains 69669 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12356 members 
Mstep: Class 20 contains 2952 members 
Mstep: Class 21 contains 282320 members 
Mstep: Class 22 contains 41003 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282961 members 
Mstep: Class 25 contains 16084 members 
Mstep: Class 26 contains 21587 members 
Mstep: Class 27 contains 16572 members 
Mstep: Class 28 contains 11356 members 
Mstep: Class 29 contains 6221 members 
Mstep: Class 30 contains 38965 members 
Mstep: Class 31 contains 2421 members 
Mstep: Class 32 contains 10544 members 
Mstep: Class 33 contains 8099 members 
Mstep: Class 34 contains 218463 members 
Mstep: Class 35 contains 170908 members 
Mstep: Class 36 contains 10323 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412864.000000 Penalty: 136683.125000
Iteration 280F: 39 clusters Score -2.354129e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58546 members 
Mstep: Class 2 contains 156312 members 
Mstep: Class 3 contains 7352 members 
Mstep: Class 4 contains 179417 members 
Mstep: Class 5 contains 11173 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31584 members 
Mstep: Class 8 contains 24910 members 
Mstep: Class 9 contains 187930 members 
Mstep: Class 10 contains 6571 members 
Mstep: Class 11 contains 38217 members 
Mstep: Class 12 contains 8737 members 
Mstep: Class 13 contains 10590 members 
Mstep: Class 14 contains 8034 members 
Mstep: Class 15 contains 8419 members 
Mstep: Class 16 contains 10453 members 
Mstep: Class 17 contains 69672 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12358 members 
Mstep: Class 20 contains 2952 members 
Mstep: Class 21 contains 282204 members 
Mstep: Class 22 contains 41011 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282958 members 
Mstep: Class 25 contains 16083 members 
Mstep: Class 26 contains 21587 members 
Mstep: Class 27 contains 16574 members 
Mstep: Class 28 contains 11357 members 
Mstep: Class 29 contains 6223 members 
Mstep: Class 30 contains 38948 members 
Mstep: Class 31 contains 2441 members 
Mstep: Class 32 contains 10544 members 
Mstep: Class 33 contains 8099 members 
Mstep: Class 34 contains 218512 members 
Mstep: Class 35 contains 170913 members 
Mstep: Class 36 contains 10323 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412656.000000 Penalty: 136683.125000
Iteration 281Q: 39 clusters Score -2.354127e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58551 members 
Mstep: Class 2 contains 156314 members 
Mstep: Class 3 contains 7352 members 
Mstep: Class 4 contains 179413 members 
Mstep: Class 5 contains 11172 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31586 members 
Mstep: Class 8 contains 24971 members 
Mstep: Class 9 contains 187920 members 
Mstep: Class 10 contains 6571 members 
Mstep: Class 11 contains 38218 members 
Mstep: Class 12 contains 8739 members 
Mstep: Class 13 contains 10590 members 
Mstep: Class 14 contains 8033 members 
Mstep: Class 15 contains 8420 members 
Mstep: Class 16 contains 10450 members 
Mstep: Class 17 contains 69675 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12357 members 
Mstep: Class 20 contains 2952 members 
Mstep: Class 21 contains 282072 members 
Mstep: Class 22 contains 41013 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282961 members 
Mstep: Class 25 contains 16084 members 
Mstep: Class 26 contains 21587 members 
Mstep: Class 27 contains 16572 members 
Mstep: Class 28 contains 11354 members 
Mstep: Class 29 contains 6224 members 
Mstep: Class 30 contains 38931 members 
Mstep: Class 31 contains 2461 members 
Mstep: Class 32 contains 10544 members 
Mstep: Class 33 contains 8100 members 
Mstep: Class 34 contains 218585 members 
Mstep: Class 35 contains 170912 members 
Mstep: Class 36 contains 10322 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412336.000000 Penalty: 136683.125000
Iteration 282Q: 39 clusters Score -2.354123e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58551 members 
Mstep: Class 2 contains 156317 members 
Mstep: Class 3 contains 7354 members 
Mstep: Class 4 contains 179404 members 
Mstep: Class 5 contains 11170 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31587 members 
Mstep: Class 8 contains 25033 members 
Mstep: Class 9 contains 187908 members 
Mstep: Class 10 contains 6571 members 
Mstep: Class 11 contains 38222 members 
Mstep: Class 12 contains 8738 members 
Mstep: Class 13 contains 10590 members 
Mstep: Class 14 contains 8034 members 
Mstep: Class 15 contains 8420 members 
Mstep: Class 16 contains 10451 members 
Mstep: Class 17 contains 69682 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12356 members 
Mstep: Class 20 contains 2953 members 
Mstep: Class 21 contains 281931 members 
Mstep: Class 22 contains 41017 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282965 members 
Mstep: Class 25 contains 16083 members 
Mstep: Class 26 contains 21587 members 
Mstep: Class 27 contains 16568 members 
Mstep: Class 28 contains 11352 members 
Mstep: Class 29 contains 6225 members 
Mstep: Class 30 contains 38910 members 
Mstep: Class 31 contains 2488 members 
Mstep: Class 32 contains 10545 members 
Mstep: Class 33 contains 8100 members 
Mstep: Class 34 contains 218662 members 
Mstep: Class 35 contains 170909 members 
Mstep: Class 36 contains 10322 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412560.000000 Penalty: 136683.125000
Iteration 283Q: 39 clusters Score -2.354126e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58555 members 
Mstep: Class 2 contains 156317 members 
Mstep: Class 3 contains 7355 members 
Mstep: Class 4 contains 179405 members 
Mstep: Class 5 contains 11169 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31583 members 
Mstep: Class 8 contains 25099 members 
Mstep: Class 9 contains 187895 members 
Mstep: Class 10 contains 6571 members 
Mstep: Class 11 contains 38224 members 
Mstep: Class 12 contains 8740 members 
Mstep: Class 13 contains 10587 members 
Mstep: Class 14 contains 8034 members 
Mstep: Class 15 contains 8419 members 
Mstep: Class 16 contains 10449 members 
Mstep: Class 17 contains 69698 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12357 members 
Mstep: Class 20 contains 2953 members 
Mstep: Class 21 contains 281783 members 
Mstep: Class 22 contains 41019 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282968 members 
Mstep: Class 25 contains 16082 members 
Mstep: Class 26 contains 21587 members 
Mstep: Class 27 contains 16568 members 
Mstep: Class 28 contains 11352 members 
Mstep: Class 29 contains 6226 members 
Mstep: Class 30 contains 38888 members 
Mstep: Class 31 contains 2503 members 
Mstep: Class 32 contains 10545 members 
Mstep: Class 33 contains 8100 members 
Mstep: Class 34 contains 218757 members 
Mstep: Class 35 contains 170897 members 
Mstep: Class 36 contains 10322 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412576.000000 Penalty: 136683.125000
Iteration 284Q: 39 clusters Score -2.354126e+08 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58557 members 
Mstep: Class 2 contains 156326 members 
Mstep: Class 3 contains 7354 members 
Mstep: Class 4 contains 179415 members 
Mstep: Class 5 contains 11170 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31586 members 
Mstep: Class 8 contains 25158 members 
Mstep: Class 9 contains 187901 members 
Mstep: Class 10 contains 6571 members 
Mstep: Class 11 contains 38232 members 
Mstep: Class 12 contains 8740 members 
Mstep: Class 13 contains 10580 members 
Mstep: Class 14 contains 8034 members 
Mstep: Class 15 contains 8420 members 
Mstep: Class 16 contains 10446 members 
Mstep: Class 17 contains 69696 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12357 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 281613 members 
Mstep: Class 22 contains 41021 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282983 members 
Mstep: Class 25 contains 16081 members 
Mstep: Class 26 contains 21587 members 
Mstep: Class 27 contains 16568 members 
Mstep: Class 28 contains 11351 members 
Mstep: Class 29 contains 6227 members 
Mstep: Class 30 contains 38864 members 
Mstep: Class 31 contains 2525 members 
Mstep: Class 32 contains 10546 members 
Mstep: Class 33 contains 8099 members 
Mstep: Class 34 contains 218827 members 
Mstep: Class 35 contains 170896 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412864.000000 Penalty: 136683.125000
Iteration 285Q: 39 clusters Score -2.354129e+08 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58562 members 
Mstep: Class 2 contains 156330 members 
Mstep: Class 3 contains 7352 members 
Mstep: Class 4 contains 179415 members 
Mstep: Class 5 contains 11174 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31590 members 
Mstep: Class 8 contains 25220 members 
Mstep: Class 9 contains 187900 members 
Mstep: Class 10 contains 6571 members 
Mstep: Class 11 contains 38241 members 
Mstep: Class 12 contains 8737 members 
Mstep: Class 13 contains 10578 members 
Mstep: Class 14 contains 8035 members 
Mstep: Class 15 contains 8422 members 
Mstep: Class 16 contains 10447 members 
Mstep: Class 17 contains 69707 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12357 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 281439 members 
Mstep: Class 22 contains 41024 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282983 members 
Mstep: Class 25 contains 16081 members 
Mstep: Class 26 contains 21587 members 
Mstep: Class 27 contains 16567 members 
Mstep: Class 28 contains 11349 members 
Mstep: Class 29 contains 6228 members 
Mstep: Class 30 contains 38837 members 
Mstep: Class 31 contains 2545 members 
Mstep: Class 32 contains 10546 members 
Mstep: Class 33 contains 8099 members 
Mstep: Class 34 contains 218910 members 
Mstep: Class 35 contains 170896 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412752.000000 Penalty: 136683.125000
Iteration 286Q: 39 clusters Score -2.354128e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58567 members 
Mstep: Class 2 contains 156332 members 
Mstep: Class 3 contains 7352 members 
Mstep: Class 4 contains 179417 members 
Mstep: Class 5 contains 11176 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31594 members 
Mstep: Class 8 contains 25273 members 
Mstep: Class 9 contains 187900 members 
Mstep: Class 10 contains 6572 members 
Mstep: Class 11 contains 38243 members 
Mstep: Class 12 contains 8734 members 
Mstep: Class 13 contains 10577 members 
Mstep: Class 14 contains 8036 members 
Mstep: Class 15 contains 8421 members 
Mstep: Class 16 contains 10447 members 
Mstep: Class 17 contains 69705 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12361 members 
Mstep: Class 20 contains 2953 members 
Mstep: Class 21 contains 281291 members 
Mstep: Class 22 contains 41027 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282988 members 
Mstep: Class 25 contains 16082 members 
Mstep: Class 26 contains 21587 members 
Mstep: Class 27 contains 16567 members 
Mstep: Class 28 contains 11350 members 
Mstep: Class 29 contains 6230 members 
Mstep: Class 30 contains 38815 members 
Mstep: Class 31 contains 2567 members 
Mstep: Class 32 contains 10546 members 
Mstep: Class 33 contains 8099 members 
Mstep: Class 34 contains 218979 members 
Mstep: Class 35 contains 170890 members 
Mstep: Class 36 contains 10322 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412832.000000 Penalty: 136683.125000
Iteration 287Q: 39 clusters Score -2.354128e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58567 members 
Mstep: Class 2 contains 156335 members 
Mstep: Class 3 contains 7352 members 
Mstep: Class 4 contains 179423 members 
Mstep: Class 5 contains 11177 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31604 members 
Mstep: Class 8 contains 25318 members 
Mstep: Class 9 contains 187902 members 
Mstep: Class 10 contains 6573 members 
Mstep: Class 11 contains 38245 members 
Mstep: Class 12 contains 8734 members 
Mstep: Class 13 contains 10574 members 
Mstep: Class 14 contains 8038 members 
Mstep: Class 15 contains 8422 members 
Mstep: Class 16 contains 10440 members 
Mstep: Class 17 contains 69713 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12363 members 
Mstep: Class 20 contains 2952 members 
Mstep: Class 21 contains 281184 members 
Mstep: Class 22 contains 41031 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282988 members 
Mstep: Class 25 contains 16082 members 
Mstep: Class 26 contains 21587 members 
Mstep: Class 27 contains 16566 members 
Mstep: Class 28 contains 11349 members 
Mstep: Class 29 contains 6232 members 
Mstep: Class 30 contains 38780 members 
Mstep: Class 31 contains 2586 members 
Mstep: Class 32 contains 10547 members 
Mstep: Class 33 contains 8099 members 
Mstep: Class 34 contains 219028 members 
Mstep: Class 35 contains 170883 members 
Mstep: Class 36 contains 10324 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412816.000000 Penalty: 136683.125000
Iteration 288Q: 39 clusters Score -2.354128e+08 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58577 members 
Mstep: Class 2 contains 156337 members 
Mstep: Class 3 contains 7354 members 
Mstep: Class 4 contains 179414 members 
Mstep: Class 5 contains 11184 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31612 members 
Mstep: Class 8 contains 25354 members 
Mstep: Class 9 contains 187895 members 
Mstep: Class 10 contains 6573 members 
Mstep: Class 11 contains 38257 members 
Mstep: Class 12 contains 8736 members 
Mstep: Class 13 contains 10572 members 
Mstep: Class 14 contains 8039 members 
Mstep: Class 15 contains 8423 members 
Mstep: Class 16 contains 10441 members 
Mstep: Class 17 contains 69713 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12362 members 
Mstep: Class 20 contains 2952 members 
Mstep: Class 21 contains 281061 members 
Mstep: Class 22 contains 41037 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282995 members 
Mstep: Class 25 contains 16082 members 
Mstep: Class 26 contains 21586 members 
Mstep: Class 27 contains 16567 members 
Mstep: Class 28 contains 11349 members 
Mstep: Class 29 contains 6234 members 
Mstep: Class 30 contains 38754 members 
Mstep: Class 31 contains 2615 members 
Mstep: Class 32 contains 10546 members 
Mstep: Class 33 contains 8099 members 
Mstep: Class 34 contains 219079 members 
Mstep: Class 35 contains 170874 members 
Mstep: Class 36 contains 10324 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412928.000000 Penalty: 136683.125000
Iteration 289Q: 39 clusters Score -2.354129e+08 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58574 members 
Mstep: Class 2 contains 156340 members 
Mstep: Class 3 contains 7355 members 
Mstep: Class 4 contains 179415 members 
Mstep: Class 5 contains 11185 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31618 members 
Mstep: Class 8 contains 25394 members 
Mstep: Class 9 contains 187885 members 
Mstep: Class 10 contains 6572 members 
Mstep: Class 11 contains 38257 members 
Mstep: Class 12 contains 8740 members 
Mstep: Class 13 contains 10567 members 
Mstep: Class 14 contains 8041 members 
Mstep: Class 15 contains 8421 members 
Mstep: Class 16 contains 10438 members 
Mstep: Class 17 contains 69714 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12365 members 
Mstep: Class 20 contains 2952 members 
Mstep: Class 21 contains 280944 members 
Mstep: Class 22 contains 41038 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283000 members 
Mstep: Class 25 contains 16082 members 
Mstep: Class 26 contains 21586 members 
Mstep: Class 27 contains 16569 members 
Mstep: Class 28 contains 11350 members 
Mstep: Class 29 contains 6235 members 
Mstep: Class 30 contains 38723 members 
Mstep: Class 31 contains 2655 members 
Mstep: Class 32 contains 10546 members 
Mstep: Class 33 contains 8099 members 
Mstep: Class 34 contains 219140 members 
Mstep: Class 35 contains 170871 members 
Mstep: Class 36 contains 10324 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412928.000000 Penalty: 136683.125000
Iteration 290Q: 39 clusters Score -2.354129e+08 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58574 members 
Mstep: Class 2 contains 156350 members 
Mstep: Class 3 contains 7354 members 
Mstep: Class 4 contains 179411 members 
Mstep: Class 5 contains 11186 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31627 members 
Mstep: Class 8 contains 25439 members 
Mstep: Class 9 contains 187886 members 
Mstep: Class 10 contains 6573 members 
Mstep: Class 11 contains 38251 members 
Mstep: Class 12 contains 8742 members 
Mstep: Class 13 contains 10564 members 
Mstep: Class 14 contains 8039 members 
Mstep: Class 15 contains 8422 members 
Mstep: Class 16 contains 10441 members 
Mstep: Class 17 contains 69718 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12366 members 
Mstep: Class 20 contains 2951 members 
Mstep: Class 21 contains 280822 members 
Mstep: Class 22 contains 41034 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282994 members 
Mstep: Class 25 contains 16080 members 
Mstep: Class 26 contains 21586 members 
Mstep: Class 27 contains 16569 members 
Mstep: Class 28 contains 11350 members 
Mstep: Class 29 contains 6243 members 
Mstep: Class 30 contains 38696 members 
Mstep: Class 31 contains 2691 members 
Mstep: Class 32 contains 10546 members 
Mstep: Class 33 contains 8098 members 
Mstep: Class 34 contains 219212 members 
Mstep: Class 35 contains 170854 members 
Mstep: Class 36 contains 10324 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235413264.000000 Penalty: 136683.125000
Iteration 291Q: 39 clusters Score -2.354133e+08 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58582 members 
Mstep: Class 2 contains 156352 members 
Mstep: Class 3 contains 7352 members 
Mstep: Class 4 contains 179424 members 
Mstep: Class 5 contains 11186 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31630 members 
Mstep: Class 8 contains 25479 members 
Mstep: Class 9 contains 187881 members 
Mstep: Class 10 contains 6571 members 
Mstep: Class 11 contains 38253 members 
Mstep: Class 12 contains 8746 members 
Mstep: Class 13 contains 10556 members 
Mstep: Class 14 contains 8039 members 
Mstep: Class 15 contains 8423 members 
Mstep: Class 16 contains 10446 members 
Mstep: Class 17 contains 69731 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12368 members 
Mstep: Class 20 contains 2951 members 
Mstep: Class 21 contains 280680 members 
Mstep: Class 22 contains 41033 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282998 members 
Mstep: Class 25 contains 16078 members 
Mstep: Class 26 contains 21586 members 
Mstep: Class 27 contains 16572 members 
Mstep: Class 28 contains 11349 members 
Mstep: Class 29 contains 6247 members 
Mstep: Class 30 contains 38660 members 
Mstep: Class 31 contains 2716 members 
Mstep: Class 32 contains 10545 members 
Mstep: Class 33 contains 8097 members 
Mstep: Class 34 contains 219287 members 
Mstep: Class 35 contains 170847 members 
Mstep: Class 36 contains 10325 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235413168.000000 Penalty: 136683.125000
Iteration 292Q: 39 clusters Score -2.354132e+08 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58586 members 
Mstep: Class 2 contains 156362 members 
Mstep: Class 3 contains 7354 members 
Mstep: Class 4 contains 179438 members 
Mstep: Class 5 contains 11185 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31627 members 
Mstep: Class 8 contains 25516 members 
Mstep: Class 9 contains 187889 members 
Mstep: Class 10 contains 6566 members 
Mstep: Class 11 contains 38250 members 
Mstep: Class 12 contains 8751 members 
Mstep: Class 13 contains 10546 members 
Mstep: Class 14 contains 8042 members 
Mstep: Class 15 contains 8421 members 
Mstep: Class 16 contains 10452 members 
Mstep: Class 17 contains 69729 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12369 members 
Mstep: Class 20 contains 2952 members 
Mstep: Class 21 contains 280529 members 
Mstep: Class 22 contains 41034 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283001 members 
Mstep: Class 25 contains 16076 members 
Mstep: Class 26 contains 21585 members 
Mstep: Class 27 contains 16577 members 
Mstep: Class 28 contains 11349 members 
Mstep: Class 29 contains 6253 members 
Mstep: Class 30 contains 38633 members 
Mstep: Class 31 contains 2741 members 
Mstep: Class 32 contains 10544 members 
Mstep: Class 33 contains 8095 members 
Mstep: Class 34 contains 219378 members 
Mstep: Class 35 contains 170837 members 
Mstep: Class 36 contains 10325 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235413152.000000 Penalty: 136683.125000
Iteration 293Q: 39 clusters Score -2.354132e+08 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58586 members 
Mstep: Class 2 contains 156371 members 
Mstep: Class 3 contains 7355 members 
Mstep: Class 4 contains 179448 members 
Mstep: Class 5 contains 11182 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31630 members 
Mstep: Class 8 contains 25551 members 
Mstep: Class 9 contains 187880 members 
Mstep: Class 10 contains 6561 members 
Mstep: Class 11 contains 38252 members 
Mstep: Class 12 contains 8754 members 
Mstep: Class 13 contains 10542 members 
Mstep: Class 14 contains 8043 members 
Mstep: Class 15 contains 8421 members 
Mstep: Class 16 contains 10455 members 
Mstep: Class 17 contains 69742 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12369 members 
Mstep: Class 20 contains 2952 members 
Mstep: Class 21 contains 280380 members 
Mstep: Class 22 contains 41029 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283002 members 
Mstep: Class 25 contains 16073 members 
Mstep: Class 26 contains 21585 members 
Mstep: Class 27 contains 16580 members 
Mstep: Class 28 contains 11345 members 
Mstep: Class 29 contains 6258 members 
Mstep: Class 30 contains 38609 members 
Mstep: Class 31 contains 2766 members 
Mstep: Class 32 contains 10543 members 
Mstep: Class 33 contains 8095 members 
Mstep: Class 34 contains 219481 members 
Mstep: Class 35 contains 170827 members 
Mstep: Class 36 contains 10325 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412912.000000 Penalty: 136683.125000
Iteration 294Q: 39 clusters Score -2.354129e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58593 members 
Mstep: Class 2 contains 156380 members 
Mstep: Class 3 contains 7355 members 
Mstep: Class 4 contains 179458 members 
Mstep: Class 5 contains 11183 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31634 members 
Mstep: Class 8 contains 25567 members 
Mstep: Class 9 contains 187882 members 
Mstep: Class 10 contains 6560 members 
Mstep: Class 11 contains 38252 members 
Mstep: Class 12 contains 8755 members 
Mstep: Class 13 contains 10541 members 
Mstep: Class 14 contains 8044 members 
Mstep: Class 15 contains 8420 members 
Mstep: Class 16 contains 10457 members 
Mstep: Class 17 contains 69755 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12370 members 
Mstep: Class 20 contains 2952 members 
Mstep: Class 21 contains 280218 members 
Mstep: Class 22 contains 41030 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 282998 members 
Mstep: Class 25 contains 16070 members 
Mstep: Class 26 contains 21586 members 
Mstep: Class 27 contains 16580 members 
Mstep: Class 28 contains 11345 members 
Mstep: Class 29 contains 6262 members 
Mstep: Class 30 contains 38581 members 
Mstep: Class 31 contains 2778 members 
Mstep: Class 32 contains 10544 members 
Mstep: Class 33 contains 8094 members 
Mstep: Class 34 contains 219607 members 
Mstep: Class 35 contains 170814 members 
Mstep: Class 36 contains 10325 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235413040.000000 Penalty: 136683.125000
Iteration 295Q: 39 clusters Score -2.35413e+08 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58596 members 
Mstep: Class 2 contains 156389 members 
Mstep: Class 3 contains 7356 members 
Mstep: Class 4 contains 179473 members 
Mstep: Class 5 contains 11184 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31632 members 
Mstep: Class 8 contains 25591 members 
Mstep: Class 9 contains 187885 members 
Mstep: Class 10 contains 6561 members 
Mstep: Class 11 contains 38250 members 
Mstep: Class 12 contains 8756 members 
Mstep: Class 13 contains 10539 members 
Mstep: Class 14 contains 8044 members 
Mstep: Class 15 contains 8416 members 
Mstep: Class 16 contains 10461 members 
Mstep: Class 17 contains 69757 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12371 members 
Mstep: Class 20 contains 2952 members 
Mstep: Class 21 contains 280038 members 
Mstep: Class 22 contains 41034 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283016 members 
Mstep: Class 25 contains 16068 members 
Mstep: Class 26 contains 21587 members 
Mstep: Class 27 contains 16581 members 
Mstep: Class 28 contains 11346 members 
Mstep: Class 29 contains 6264 members 
Mstep: Class 30 contains 38562 members 
Mstep: Class 31 contains 2786 members 
Mstep: Class 32 contains 10545 members 
Mstep: Class 33 contains 8094 members 
Mstep: Class 34 contains 219721 members 
Mstep: Class 35 contains 170807 members 
Mstep: Class 36 contains 10325 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235413024.000000 Penalty: 136683.125000
Iteration 296Q: 39 clusters Score -2.35413e+08 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58594 members 
Mstep: Class 2 contains 156392 members 
Mstep: Class 3 contains 7357 members 
Mstep: Class 4 contains 179485 members 
Mstep: Class 5 contains 11185 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31638 members 
Mstep: Class 8 contains 25619 members 
Mstep: Class 9 contains 187884 members 
Mstep: Class 10 contains 6561 members 
Mstep: Class 11 contains 38245 members 
Mstep: Class 12 contains 8756 members 
Mstep: Class 13 contains 10537 members 
Mstep: Class 14 contains 8043 members 
Mstep: Class 15 contains 8417 members 
Mstep: Class 16 contains 10465 members 
Mstep: Class 17 contains 69756 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12371 members 
Mstep: Class 20 contains 2952 members 
Mstep: Class 21 contains 279851 members 
Mstep: Class 22 contains 41035 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283022 members 
Mstep: Class 25 contains 16066 members 
Mstep: Class 26 contains 21587 members 
Mstep: Class 27 contains 16587 members 
Mstep: Class 28 contains 11346 members 
Mstep: Class 29 contains 6267 members 
Mstep: Class 30 contains 38549 members 
Mstep: Class 31 contains 2797 members 
Mstep: Class 32 contains 10545 members 
Mstep: Class 33 contains 8096 members 
Mstep: Class 34 contains 219843 members 
Mstep: Class 35 contains 170809 members 
Mstep: Class 36 contains 10325 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412976.000000 Penalty: 136683.125000
Iteration 297Q: 39 clusters Score -2.35413e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58597 members 
Mstep: Class 2 contains 156394 members 
Mstep: Class 3 contains 7358 members 
Mstep: Class 4 contains 179490 members 
Mstep: Class 5 contains 11185 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31645 members 
Mstep: Class 8 contains 25637 members 
Mstep: Class 9 contains 187881 members 
Mstep: Class 10 contains 6561 members 
Mstep: Class 11 contains 38235 members 
Mstep: Class 12 contains 8760 members 
Mstep: Class 13 contains 10532 members 
Mstep: Class 14 contains 8041 members 
Mstep: Class 15 contains 8419 members 
Mstep: Class 16 contains 10461 members 
Mstep: Class 17 contains 69754 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12372 members 
Mstep: Class 20 contains 2952 members 
Mstep: Class 21 contains 279686 members 
Mstep: Class 22 contains 41035 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283018 members 
Mstep: Class 25 contains 16065 members 
Mstep: Class 26 contains 21587 members 
Mstep: Class 27 contains 16591 members 
Mstep: Class 28 contains 11345 members 
Mstep: Class 29 contains 6272 members 
Mstep: Class 30 contains 38542 members 
Mstep: Class 31 contains 2808 members 
Mstep: Class 32 contains 10543 members 
Mstep: Class 33 contains 8097 members 
Mstep: Class 34 contains 219983 members 
Mstep: Class 35 contains 170807 members 
Mstep: Class 36 contains 10325 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235413088.000000 Penalty: 136683.125000
Iteration 298Q: 39 clusters Score -2.354131e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58597 members 
Mstep: Class 2 contains 156397 members 
Mstep: Class 3 contains 7356 members 
Mstep: Class 4 contains 179497 members 
Mstep: Class 5 contains 11184 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31651 members 
Mstep: Class 8 contains 25652 members 
Mstep: Class 9 contains 187879 members 
Mstep: Class 10 contains 6560 members 
Mstep: Class 11 contains 38230 members 
Mstep: Class 12 contains 8760 members 
Mstep: Class 13 contains 10528 members 
Mstep: Class 14 contains 8043 members 
Mstep: Class 15 contains 8420 members 
Mstep: Class 16 contains 10451 members 
Mstep: Class 17 contains 69765 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12371 members 
Mstep: Class 20 contains 2952 members 
Mstep: Class 21 contains 279544 members 
Mstep: Class 22 contains 41039 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283010 members 
Mstep: Class 25 contains 16066 members 
Mstep: Class 26 contains 21587 members 
Mstep: Class 27 contains 16599 members 
Mstep: Class 28 contains 11344 members 
Mstep: Class 29 contains 6279 members 
Mstep: Class 30 contains 38535 members 
Mstep: Class 31 contains 2810 members 
Mstep: Class 32 contains 10543 members 
Mstep: Class 33 contains 8097 members 
Mstep: Class 34 contains 220102 members 
Mstep: Class 35 contains 170804 members 
Mstep: Class 36 contains 10325 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235413008.000000 Penalty: 136683.125000
Iteration 299Q: 39 clusters Score -2.35413e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58597 members 
Mstep: Class 2 contains 156397 members 
Mstep: Class 3 contains 7357 members 
Mstep: Class 4 contains 179506 members 
Mstep: Class 5 contains 11183 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31657 members 
Mstep: Class 8 contains 25663 members 
Mstep: Class 9 contains 187882 members 
Mstep: Class 10 contains 6560 members 
Mstep: Class 11 contains 38229 members 
Mstep: Class 12 contains 8757 members 
Mstep: Class 13 contains 10525 members 
Mstep: Class 14 contains 8044 members 
Mstep: Class 15 contains 8420 members 
Mstep: Class 16 contains 10452 members 
Mstep: Class 17 contains 69771 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12371 members 
Mstep: Class 20 contains 2952 members 
Mstep: Class 21 contains 279407 members 
Mstep: Class 22 contains 41042 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283006 members 
Mstep: Class 25 contains 16066 members 
Mstep: Class 26 contains 21586 members 
Mstep: Class 27 contains 16601 members 
Mstep: Class 28 contains 11344 members 
Mstep: Class 29 contains 6286 members 
Mstep: Class 30 contains 38519 members 
Mstep: Class 31 contains 2824 members 
Mstep: Class 32 contains 10543 members 
Mstep: Class 33 contains 8096 members 
Mstep: Class 34 contains 220211 members 
Mstep: Class 35 contains 170800 members 
Mstep: Class 36 contains 10325 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235413072.000000 Penalty: 136683.125000
Iteration 300F: 39 clusters Score -2.354131e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58595 members 
Mstep: Class 2 contains 156401 members 
Mstep: Class 3 contains 7361 members 
Mstep: Class 4 contains 179511 members 
Mstep: Class 5 contains 11182 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31656 members 
Mstep: Class 8 contains 25673 members 
Mstep: Class 9 contains 187875 members 
Mstep: Class 10 contains 6560 members 
Mstep: Class 11 contains 38233 members 
Mstep: Class 12 contains 8757 members 
Mstep: Class 13 contains 10524 members 
Mstep: Class 14 contains 8044 members 
Mstep: Class 15 contains 8421 members 
Mstep: Class 16 contains 10457 members 
Mstep: Class 17 contains 69780 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12371 members 
Mstep: Class 20 contains 2953 members 
Mstep: Class 21 contains 279255 members 
Mstep: Class 22 contains 41046 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283010 members 
Mstep: Class 25 contains 16064 members 
Mstep: Class 26 contains 21585 members 
Mstep: Class 27 contains 16605 members 
Mstep: Class 28 contains 11345 members 
Mstep: Class 29 contains 6296 members 
Mstep: Class 30 contains 38499 members 
Mstep: Class 31 contains 2829 members 
Mstep: Class 32 contains 10543 members 
Mstep: Class 33 contains 8094 members 
Mstep: Class 34 contains 220327 members 
Mstep: Class 35 contains 170801 members 
Mstep: Class 36 contains 10324 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235413088.000000 Penalty: 136683.125000
Iteration 301Q: 39 clusters Score -2.354131e+08 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58599 members 
Mstep: Class 2 contains 156404 members 
Mstep: Class 3 contains 7363 members 
Mstep: Class 4 contains 179522 members 
Mstep: Class 5 contains 11185 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31657 members 
Mstep: Class 8 contains 25680 members 
Mstep: Class 9 contains 187870 members 
Mstep: Class 10 contains 6560 members 
Mstep: Class 11 contains 38237 members 
Mstep: Class 12 contains 8755 members 
Mstep: Class 13 contains 10524 members 
Mstep: Class 14 contains 8044 members 
Mstep: Class 15 contains 8422 members 
Mstep: Class 16 contains 10461 members 
Mstep: Class 17 contains 69795 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12371 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 279107 members 
Mstep: Class 22 contains 41047 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283008 members 
Mstep: Class 25 contains 16064 members 
Mstep: Class 26 contains 21586 members 
Mstep: Class 27 contains 16611 members 
Mstep: Class 28 contains 11347 members 
Mstep: Class 29 contains 6309 members 
Mstep: Class 30 contains 38486 members 
Mstep: Class 31 contains 2827 members 
Mstep: Class 32 contains 10543 members 
Mstep: Class 33 contains 8093 members 
Mstep: Class 34 contains 220425 members 
Mstep: Class 35 contains 170796 members 
Mstep: Class 36 contains 10324 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235413024.000000 Penalty: 136683.125000
Iteration 302Q: 39 clusters Score -2.35413e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58601 members 
Mstep: Class 2 contains 156407 members 
Mstep: Class 3 contains 7364 members 
Mstep: Class 4 contains 179537 members 
Mstep: Class 5 contains 11191 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31663 members 
Mstep: Class 8 contains 25691 members 
Mstep: Class 9 contains 187871 members 
Mstep: Class 10 contains 6560 members 
Mstep: Class 11 contains 38237 members 
Mstep: Class 12 contains 8758 members 
Mstep: Class 13 contains 10519 members 
Mstep: Class 14 contains 8044 members 
Mstep: Class 15 contains 8423 members 
Mstep: Class 16 contains 10466 members 
Mstep: Class 17 contains 69802 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12370 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 278954 members 
Mstep: Class 22 contains 41048 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283012 members 
Mstep: Class 25 contains 16064 members 
Mstep: Class 26 contains 21587 members 
Mstep: Class 27 contains 16614 members 
Mstep: Class 28 contains 11346 members 
Mstep: Class 29 contains 6316 members 
Mstep: Class 30 contains 38469 members 
Mstep: Class 31 contains 2828 members 
Mstep: Class 32 contains 10544 members 
Mstep: Class 33 contains 8094 members 
Mstep: Class 34 contains 220524 members 
Mstep: Class 35 contains 170793 members 
Mstep: Class 36 contains 10324 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235413024.000000 Penalty: 136683.125000
Iteration 303Q: 39 clusters Score -2.35413e+08 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58601 members 
Mstep: Class 2 contains 156409 members 
Mstep: Class 3 contains 7366 members 
Mstep: Class 4 contains 179556 members 
Mstep: Class 5 contains 11193 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31670 members 
Mstep: Class 8 contains 25695 members 
Mstep: Class 9 contains 187874 members 
Mstep: Class 10 contains 6560 members 
Mstep: Class 11 contains 38240 members 
Mstep: Class 12 contains 8754 members 
Mstep: Class 13 contains 10517 members 
Mstep: Class 14 contains 8043 members 
Mstep: Class 15 contains 8424 members 
Mstep: Class 16 contains 10472 members 
Mstep: Class 17 contains 69814 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12371 members 
Mstep: Class 20 contains 2955 members 
Mstep: Class 21 contains 278798 members 
Mstep: Class 22 contains 41052 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283018 members 
Mstep: Class 25 contains 16062 members 
Mstep: Class 26 contains 21587 members 
Mstep: Class 27 contains 16617 members 
Mstep: Class 28 contains 11346 members 
Mstep: Class 29 contains 6319 members 
Mstep: Class 30 contains 38454 members 
Mstep: Class 31 contains 2824 members 
Mstep: Class 32 contains 10546 members 
Mstep: Class 33 contains 8093 members 
Mstep: Class 34 contains 220629 members 
Mstep: Class 35 contains 170789 members 
Mstep: Class 36 contains 10324 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412864.000000 Penalty: 136683.125000
Iteration 304Q: 39 clusters Score -2.354129e+08 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58597 members 
Mstep: Class 2 contains 156410 members 
Mstep: Class 3 contains 7365 members 
Mstep: Class 4 contains 179575 members 
Mstep: Class 5 contains 11195 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31674 members 
Mstep: Class 8 contains 25703 members 
Mstep: Class 9 contains 187880 members 
Mstep: Class 10 contains 6560 members 
Mstep: Class 11 contains 38247 members 
Mstep: Class 12 contains 8751 members 
Mstep: Class 13 contains 10514 members 
Mstep: Class 14 contains 8043 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10475 members 
Mstep: Class 17 contains 69823 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12373 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 278641 members 
Mstep: Class 22 contains 41047 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283018 members 
Mstep: Class 25 contains 16060 members 
Mstep: Class 26 contains 21588 members 
Mstep: Class 27 contains 16622 members 
Mstep: Class 28 contains 11345 members 
Mstep: Class 29 contains 6322 members 
Mstep: Class 30 contains 38447 members 
Mstep: Class 31 contains 2824 members 
Mstep: Class 32 contains 10548 members 
Mstep: Class 33 contains 8090 members 
Mstep: Class 34 contains 220747 members 
Mstep: Class 35 contains 170782 members 
Mstep: Class 36 contains 10324 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412784.000000 Penalty: 136683.125000
Iteration 305Q: 39 clusters Score -2.354128e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58597 members 
Mstep: Class 2 contains 156411 members 
Mstep: Class 3 contains 7366 members 
Mstep: Class 4 contains 179589 members 
Mstep: Class 5 contains 11197 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31677 members 
Mstep: Class 8 contains 25711 members 
Mstep: Class 9 contains 187887 members 
Mstep: Class 10 contains 6560 members 
Mstep: Class 11 contains 38250 members 
Mstep: Class 12 contains 8749 members 
Mstep: Class 13 contains 10513 members 
Mstep: Class 14 contains 8042 members 
Mstep: Class 15 contains 8426 members 
Mstep: Class 16 contains 10481 members 
Mstep: Class 17 contains 69830 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12375 members 
Mstep: Class 20 contains 2953 members 
Mstep: Class 21 contains 278481 members 
Mstep: Class 22 contains 41051 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283029 members 
Mstep: Class 25 contains 16061 members 
Mstep: Class 26 contains 21589 members 
Mstep: Class 27 contains 16625 members 
Mstep: Class 28 contains 11343 members 
Mstep: Class 29 contains 6324 members 
Mstep: Class 30 contains 38436 members 
Mstep: Class 31 contains 2824 members 
Mstep: Class 32 contains 10550 members 
Mstep: Class 33 contains 8089 members 
Mstep: Class 34 contains 220848 members 
Mstep: Class 35 contains 170780 members 
Mstep: Class 36 contains 10324 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235413072.000000 Penalty: 136683.125000
Iteration 306Q: 39 clusters Score -2.354131e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58599 members 
Mstep: Class 2 contains 156413 members 
Mstep: Class 3 contains 7367 members 
Mstep: Class 4 contains 179606 members 
Mstep: Class 5 contains 11198 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31676 members 
Mstep: Class 8 contains 25723 members 
Mstep: Class 9 contains 187884 members 
Mstep: Class 10 contains 6560 members 
Mstep: Class 11 contains 38253 members 
Mstep: Class 12 contains 8748 members 
Mstep: Class 13 contains 10511 members 
Mstep: Class 14 contains 8042 members 
Mstep: Class 15 contains 8426 members 
Mstep: Class 16 contains 10486 members 
Mstep: Class 17 contains 69843 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12376 members 
Mstep: Class 20 contains 2953 members 
Mstep: Class 21 contains 278340 members 
Mstep: Class 22 contains 41050 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283035 members 
Mstep: Class 25 contains 16061 members 
Mstep: Class 26 contains 21591 members 
Mstep: Class 27 contains 16627 members 
Mstep: Class 28 contains 11342 members 
Mstep: Class 29 contains 6323 members 
Mstep: Class 30 contains 38429 members 
Mstep: Class 31 contains 2827 members 
Mstep: Class 32 contains 10551 members 
Mstep: Class 33 contains 8089 members 
Mstep: Class 34 contains 220937 members 
Mstep: Class 35 contains 170778 members 
Mstep: Class 36 contains 10324 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235413248.000000 Penalty: 136683.125000
Iteration 307Q: 39 clusters Score -2.354132e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58601 members 
Mstep: Class 2 contains 156415 members 
Mstep: Class 3 contains 7367 members 
Mstep: Class 4 contains 179626 members 
Mstep: Class 5 contains 11198 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31674 members 
Mstep: Class 8 contains 25736 members 
Mstep: Class 9 contains 187900 members 
Mstep: Class 10 contains 6560 members 
Mstep: Class 11 contains 38253 members 
Mstep: Class 12 contains 8747 members 
Mstep: Class 13 contains 10511 members 
Mstep: Class 14 contains 8042 members 
Mstep: Class 15 contains 8426 members 
Mstep: Class 16 contains 10494 members 
Mstep: Class 17 contains 69850 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12379 members 
Mstep: Class 20 contains 2953 members 
Mstep: Class 21 contains 278220 members 
Mstep: Class 22 contains 41058 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283043 members 
Mstep: Class 25 contains 16060 members 
Mstep: Class 26 contains 21594 members 
Mstep: Class 27 contains 16629 members 
Mstep: Class 28 contains 11341 members 
Mstep: Class 29 contains 6321 members 
Mstep: Class 30 contains 38418 members 
Mstep: Class 31 contains 2825 members 
Mstep: Class 32 contains 10552 members 
Mstep: Class 33 contains 8088 members 
Mstep: Class 34 contains 220994 members 
Mstep: Class 35 contains 170771 members 
Mstep: Class 36 contains 10324 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235413232.000000 Penalty: 136683.125000
Iteration 308Q: 39 clusters Score -2.354132e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58602 members 
Mstep: Class 2 contains 156417 members 
Mstep: Class 3 contains 7366 members 
Mstep: Class 4 contains 179654 members 
Mstep: Class 5 contains 11198 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31674 members 
Mstep: Class 8 contains 25748 members 
Mstep: Class 9 contains 187911 members 
Mstep: Class 10 contains 6560 members 
Mstep: Class 11 contains 38256 members 
Mstep: Class 12 contains 8747 members 
Mstep: Class 13 contains 10512 members 
Mstep: Class 14 contains 8043 members 
Mstep: Class 15 contains 8426 members 
Mstep: Class 16 contains 10503 members 
Mstep: Class 17 contains 69858 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12383 members 
Mstep: Class 20 contains 2953 members 
Mstep: Class 21 contains 278106 members 
Mstep: Class 22 contains 41059 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283048 members 
Mstep: Class 25 contains 16063 members 
Mstep: Class 26 contains 21594 members 
Mstep: Class 27 contains 16632 members 
Mstep: Class 28 contains 11341 members 
Mstep: Class 29 contains 6321 members 
Mstep: Class 30 contains 38402 members 
Mstep: Class 31 contains 2823 members 
Mstep: Class 32 contains 10552 members 
Mstep: Class 33 contains 8088 members 
Mstep: Class 34 contains 221042 members 
Mstep: Class 35 contains 170766 members 
Mstep: Class 36 contains 10324 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235413312.000000 Penalty: 136683.125000
Iteration 309Q: 39 clusters Score -2.354133e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58602 members 
Mstep: Class 2 contains 156418 members 
Mstep: Class 3 contains 7366 members 
Mstep: Class 4 contains 179662 members 
Mstep: Class 5 contains 11200 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31681 members 
Mstep: Class 8 contains 25759 members 
Mstep: Class 9 contains 187916 members 
Mstep: Class 10 contains 6560 members 
Mstep: Class 11 contains 38257 members 
Mstep: Class 12 contains 8746 members 
Mstep: Class 13 contains 10513 members 
Mstep: Class 14 contains 8043 members 
Mstep: Class 15 contains 8426 members 
Mstep: Class 16 contains 10512 members 
Mstep: Class 17 contains 69864 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12385 members 
Mstep: Class 20 contains 2953 members 
Mstep: Class 21 contains 278011 members 
Mstep: Class 22 contains 41057 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283045 members 
Mstep: Class 25 contains 16065 members 
Mstep: Class 26 contains 21594 members 
Mstep: Class 27 contains 16633 members 
Mstep: Class 28 contains 11341 members 
Mstep: Class 29 contains 6323 members 
Mstep: Class 30 contains 38393 members 
Mstep: Class 31 contains 2822 members 
Mstep: Class 32 contains 10552 members 
Mstep: Class 33 contains 8086 members 
Mstep: Class 34 contains 221101 members 
Mstep: Class 35 contains 170763 members 
Mstep: Class 36 contains 10324 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235413136.000000 Penalty: 136683.125000
Iteration 310Q: 39 clusters Score -2.354131e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58600 members 
Mstep: Class 2 contains 156419 members 
Mstep: Class 3 contains 7365 members 
Mstep: Class 4 contains 179671 members 
Mstep: Class 5 contains 11200 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31689 members 
Mstep: Class 8 contains 25770 members 
Mstep: Class 9 contains 187925 members 
Mstep: Class 10 contains 6560 members 
Mstep: Class 11 contains 38258 members 
Mstep: Class 12 contains 8746 members 
Mstep: Class 13 contains 10515 members 
Mstep: Class 14 contains 8042 members 
Mstep: Class 15 contains 8426 members 
Mstep: Class 16 contains 10517 members 
Mstep: Class 17 contains 69869 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 2952 members 
Mstep: Class 21 contains 277927 members 
Mstep: Class 22 contains 41057 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283044 members 
Mstep: Class 25 contains 16064 members 
Mstep: Class 26 contains 21594 members 
Mstep: Class 27 contains 16637 members 
Mstep: Class 28 contains 11342 members 
Mstep: Class 29 contains 6324 members 
Mstep: Class 30 contains 38387 members 
Mstep: Class 31 contains 2823 members 
Mstep: Class 32 contains 10552 members 
Mstep: Class 33 contains 8085 members 
Mstep: Class 34 contains 221139 members 
Mstep: Class 35 contains 170762 members 
Mstep: Class 36 contains 10324 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235413184.000000 Penalty: 136683.125000
Iteration 311Q: 39 clusters Score -2.354132e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58600 members 
Mstep: Class 2 contains 156418 members 
Mstep: Class 3 contains 7367 members 
Mstep: Class 4 contains 179677 members 
Mstep: Class 5 contains 11201 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31693 members 
Mstep: Class 8 contains 25780 members 
Mstep: Class 9 contains 187934 members 
Mstep: Class 10 contains 6559 members 
Mstep: Class 11 contains 38258 members 
Mstep: Class 12 contains 8746 members 
Mstep: Class 13 contains 10516 members 
Mstep: Class 14 contains 8042 members 
Mstep: Class 15 contains 8425 members 
Mstep: Class 16 contains 10519 members 
Mstep: Class 17 contains 69867 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 2952 members 
Mstep: Class 21 contains 277844 members 
Mstep: Class 22 contains 41057 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283047 members 
Mstep: Class 25 contains 16063 members 
Mstep: Class 26 contains 21594 members 
Mstep: Class 27 contains 16639 members 
Mstep: Class 28 contains 11342 members 
Mstep: Class 29 contains 6326 members 
Mstep: Class 30 contains 38378 members 
Mstep: Class 31 contains 2823 members 
Mstep: Class 32 contains 10552 members 
Mstep: Class 33 contains 8086 members 
Mstep: Class 34 contains 221188 members 
Mstep: Class 35 contains 170768 members 
Mstep: Class 36 contains 10324 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235413200.000000 Penalty: 136683.125000
Iteration 312Q: 39 clusters Score -2.354132e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58599 members 
Mstep: Class 2 contains 156419 members 
Mstep: Class 3 contains 7366 members 
Mstep: Class 4 contains 179680 members 
Mstep: Class 5 contains 11203 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31692 members 
Mstep: Class 8 contains 25791 members 
Mstep: Class 9 contains 187940 members 
Mstep: Class 10 contains 6557 members 
Mstep: Class 11 contains 38262 members 
Mstep: Class 12 contains 8746 members 
Mstep: Class 13 contains 10515 members 
Mstep: Class 14 contains 8042 members 
Mstep: Class 15 contains 8424 members 
Mstep: Class 16 contains 10522 members 
Mstep: Class 17 contains 69868 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12389 members 
Mstep: Class 20 contains 2952 members 
Mstep: Class 21 contains 277781 members 
Mstep: Class 22 contains 41055 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283058 members 
Mstep: Class 25 contains 16062 members 
Mstep: Class 26 contains 21594 members 
Mstep: Class 27 contains 16640 members 
Mstep: Class 28 contains 11342 members 
Mstep: Class 29 contains 6325 members 
Mstep: Class 30 contains 38372 members 
Mstep: Class 31 contains 2823 members 
Mstep: Class 32 contains 10552 members 
Mstep: Class 33 contains 8086 members 
Mstep: Class 34 contains 221227 members 
Mstep: Class 35 contains 170765 members 
Mstep: Class 36 contains 10324 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235413200.000000 Penalty: 136683.125000
Iteration 313Q: 39 clusters Score -2.354132e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58596 members 
Mstep: Class 2 contains 156420 members 
Mstep: Class 3 contains 7366 members 
Mstep: Class 4 contains 179684 members 
Mstep: Class 5 contains 11203 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31692 members 
Mstep: Class 8 contains 25794 members 
Mstep: Class 9 contains 187951 members 
Mstep: Class 10 contains 6554 members 
Mstep: Class 11 contains 38259 members 
Mstep: Class 12 contains 8746 members 
Mstep: Class 13 contains 10515 members 
Mstep: Class 14 contains 8041 members 
Mstep: Class 15 contains 8423 members 
Mstep: Class 16 contains 10529 members 
Mstep: Class 17 contains 69868 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12389 members 
Mstep: Class 20 contains 2952 members 
Mstep: Class 21 contains 277745 members 
Mstep: Class 22 contains 41054 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283059 members 
Mstep: Class 25 contains 16060 members 
Mstep: Class 26 contains 21594 members 
Mstep: Class 27 contains 16642 members 
Mstep: Class 28 contains 11343 members 
Mstep: Class 29 contains 6327 members 
Mstep: Class 30 contains 38372 members 
Mstep: Class 31 contains 2823 members 
Mstep: Class 32 contains 10552 members 
Mstep: Class 33 contains 8088 members 
Mstep: Class 34 contains 221247 members 
Mstep: Class 35 contains 170761 members 
Mstep: Class 36 contains 10324 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235413184.000000 Penalty: 136683.125000
Iteration 314Q: 39 clusters Score -2.354132e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58590 members 
Mstep: Class 2 contains 156421 members 
Mstep: Class 3 contains 7365 members 
Mstep: Class 4 contains 179686 members 
Mstep: Class 5 contains 11202 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31694 members 
Mstep: Class 8 contains 25810 members 
Mstep: Class 9 contains 187962 members 
Mstep: Class 10 contains 6554 members 
Mstep: Class 11 contains 38261 members 
Mstep: Class 12 contains 8746 members 
Mstep: Class 13 contains 10515 members 
Mstep: Class 14 contains 8041 members 
Mstep: Class 15 contains 8425 members 
Mstep: Class 16 contains 10526 members 
Mstep: Class 17 contains 69871 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12389 members 
Mstep: Class 20 contains 2951 members 
Mstep: Class 21 contains 277711 members 
Mstep: Class 22 contains 41053 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283056 members 
Mstep: Class 25 contains 16059 members 
Mstep: Class 26 contains 21594 members 
Mstep: Class 27 contains 16642 members 
Mstep: Class 28 contains 11341 members 
Mstep: Class 29 contains 6326 members 
Mstep: Class 30 contains 38375 members 
Mstep: Class 31 contains 2823 members 
Mstep: Class 32 contains 10552 members 
Mstep: Class 33 contains 8090 members 
Mstep: Class 34 contains 221261 members 
Mstep: Class 35 contains 170757 members 
Mstep: Class 36 contains 10324 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235413264.000000 Penalty: 136683.125000
Iteration 315Q: 39 clusters Score -2.354133e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58587 members 
Mstep: Class 2 contains 156420 members 
Mstep: Class 3 contains 7361 members 
Mstep: Class 4 contains 179697 members 
Mstep: Class 5 contains 11202 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31694 members 
Mstep: Class 8 contains 25831 members 
Mstep: Class 9 contains 187973 members 
Mstep: Class 10 contains 6554 members 
Mstep: Class 11 contains 38263 members 
Mstep: Class 12 contains 8747 members 
Mstep: Class 13 contains 10514 members 
Mstep: Class 14 contains 8039 members 
Mstep: Class 15 contains 8426 members 
Mstep: Class 16 contains 10522 members 
Mstep: Class 17 contains 69871 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12387 members 
Mstep: Class 20 contains 2951 members 
Mstep: Class 21 contains 277678 members 
Mstep: Class 22 contains 41051 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283059 members 
Mstep: Class 25 contains 16057 members 
Mstep: Class 26 contains 21594 members 
Mstep: Class 27 contains 16643 members 
Mstep: Class 28 contains 11341 members 
Mstep: Class 29 contains 6327 members 
Mstep: Class 30 contains 38372 members 
Mstep: Class 31 contains 2823 members 
Mstep: Class 32 contains 10552 members 
Mstep: Class 33 contains 8090 members 
Mstep: Class 34 contains 221269 members 
Mstep: Class 35 contains 170755 members 
Mstep: Class 36 contains 10324 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235413312.000000 Penalty: 136683.125000
Iteration 316Q: 39 clusters Score -2.354133e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58582 members 
Mstep: Class 2 contains 156422 members 
Mstep: Class 3 contains 7359 members 
Mstep: Class 4 contains 179709 members 
Mstep: Class 5 contains 11202 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31693 members 
Mstep: Class 8 contains 25844 members 
Mstep: Class 9 contains 187986 members 
Mstep: Class 10 contains 6553 members 
Mstep: Class 11 contains 38269 members 
Mstep: Class 12 contains 8748 members 
Mstep: Class 13 contains 10515 members 
Mstep: Class 14 contains 8041 members 
Mstep: Class 15 contains 8426 members 
Mstep: Class 16 contains 10521 members 
Mstep: Class 17 contains 69872 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12387 members 
Mstep: Class 20 contains 2951 members 
Mstep: Class 21 contains 277633 members 
Mstep: Class 22 contains 41050 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283060 members 
Mstep: Class 25 contains 16058 members 
Mstep: Class 26 contains 21594 members 
Mstep: Class 27 contains 16646 members 
Mstep: Class 28 contains 11338 members 
Mstep: Class 29 contains 6328 members 
Mstep: Class 30 contains 38369 members 
Mstep: Class 31 contains 2823 members 
Mstep: Class 32 contains 10552 members 
Mstep: Class 33 contains 8091 members 
Mstep: Class 34 contains 221275 members 
Mstep: Class 35 contains 170754 members 
Mstep: Class 36 contains 10324 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235413424.000000 Penalty: 136683.125000
Iteration 317Q: 39 clusters Score -2.354134e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58584 members 
Mstep: Class 2 contains 156421 members 
Mstep: Class 3 contains 7359 members 
Mstep: Class 4 contains 179715 members 
Mstep: Class 5 contains 11202 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31694 members 
Mstep: Class 8 contains 25848 members 
Mstep: Class 9 contains 187992 members 
Mstep: Class 10 contains 6551 members 
Mstep: Class 11 contains 38271 members 
Mstep: Class 12 contains 8747 members 
Mstep: Class 13 contains 10515 members 
Mstep: Class 14 contains 8042 members 
Mstep: Class 15 contains 8426 members 
Mstep: Class 16 contains 10525 members 
Mstep: Class 17 contains 69877 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12387 members 
Mstep: Class 20 contains 2951 members 
Mstep: Class 21 contains 277603 members 
Mstep: Class 22 contains 41051 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283060 members 
Mstep: Class 25 contains 16058 members 
Mstep: Class 26 contains 21595 members 
Mstep: Class 27 contains 16647 members 
Mstep: Class 28 contains 11338 members 
Mstep: Class 29 contains 6329 members 
Mstep: Class 30 contains 38365 members 
Mstep: Class 31 contains 2822 members 
Mstep: Class 32 contains 10552 members 
Mstep: Class 33 contains 8091 members 
Mstep: Class 34 contains 221280 members 
Mstep: Class 35 contains 170752 members 
Mstep: Class 36 contains 10324 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235413344.000000 Penalty: 136683.125000
Iteration 318Q: 39 clusters Score -2.354133e+08 nChanged 151
Entering ConstructFrom: 
Score: -235413344.000000 Penalty: 136683.125000
Entering ConstructFrom: 
Trying to split cluster 1 (58585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58585 members 
Entering Unmasked Estep 
Score: -7147213.500000 Penalty: 2722.602051
	Iteration 0F: 2 clusters Score -7147214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 29407 members 
Entering Unmasked Estep 
Score: -7107979.500000 Penalty: 5445.204102
	Iteration 0F: 3 clusters Score -7107980 nChanged 27153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 30878 members 
Entering Unmasked Estep 
Score: -7123256.500000 Penalty: 5445.204102
	Iteration 1F: 3 clusters Score -7123256 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 31826 members 
Entering Unmasked Estep 
Score: -7124116.500000 Penalty: 5445.204102
	Iteration 2Q: 3 clusters Score -7124116 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -7125058.500000 Penalty: 5445.204102
	Iteration 3Q: 3 clusters Score -7125058 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -7126391.500000 Penalty: 5445.204102
	Iteration 4F: 3 clusters Score -7126392 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -7128207.000000 Penalty: 5445.204102
	Iteration 5F: 3 clusters Score -7128207 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 40947 members 
Entering Unmasked Estep 
Score: -7130321.500000 Penalty: 5445.204102
	Iteration 6F: 3 clusters Score -7130322 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 44621 members 
Entering Unmasked Estep 
Score: -7133083.500000 Penalty: 5445.204102
	Iteration 7F: 3 clusters Score -7133084 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 48484 members 
Entering Unmasked Estep 
Score: -7136242.500000 Penalty: 5445.204102
	Iteration 8F: 3 clusters Score -7136242 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 51952 members 
Entering Unmasked Estep 
Score: -7139224.000000 Penalty: 5445.204102
	Iteration 9F: 3 clusters Score -7139224 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 54710 members 
Entering Unmasked Estep 
Score: -7141718.500000 Penalty: 5445.204102
	Iteration 10Q: 3 clusters Score -7141718 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 56511 members 
Entering Unmasked Estep 
Score: -7143326.000000 Penalty: 5445.204102
	Iteration 11Q: 3 clusters Score -7143326 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 57398 members 
Entering Unmasked Estep 
Score: -7144060.500000 Penalty: 5445.204102
	Iteration 12Q: 3 clusters Score -7144060 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 57795 members 
Entering Unmasked Estep 
Score: -7144386.000000 Penalty: 5445.204102
	Iteration 13Q: 3 clusters Score -7144386 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 57994 members 
Entering Unmasked Estep 
Score: -7144550.500000 Penalty: 5445.204102
	Iteration 14Q: 3 clusters Score -7144550 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 58095 members 
Entering Unmasked Estep 
Score: -7144635.000000 Penalty: 5445.204102
	Iteration 15Q: 3 clusters Score -7144635 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 58138 members 
Entering Unmasked Estep 
Score: -7144694.500000 Penalty: 5445.204102
	Iteration 16Q: 3 clusters Score -7144694 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 58173 members 
Entering Unmasked Estep 
Score: -7144739.000000 Penalty: 5445.204102
	Iteration 17Q: 3 clusters Score -7144739 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 58197 members 
Entering Unmasked Estep 
Score: -7144783.000000 Penalty: 5445.204102
	Iteration 18Q: 3 clusters Score -7144783 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 58219 members 
Entering Unmasked Estep 
Score: -7144818.500000 Penalty: 5445.204102
	Iteration 19Q: 3 clusters Score -7144818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 58233 members 
Entering Unmasked Estep 
Score: -7144837.000000 Penalty: 5445.204102
	Iteration 20F: 3 clusters Score -7144837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 58240 members 
Entering Unmasked Estep 
Score: -7144857.000000 Penalty: 5445.204102
	Iteration 21Q: 3 clusters Score -7144857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 58244 members 
Entering Unmasked Estep 
Score: -7144863.500000 Penalty: 5445.204102
	Iteration 22Q: 3 clusters Score -7144864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 58246 members 
Entering Unmasked Estep 
Score: -7144860.500000 Penalty: 5445.204102
	Iteration 23Q: 3 clusters Score -7144860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 58246 members 
Entering Unmasked Estep 
Score: -7144860.500000 Penalty: 5445.204102
	Iteration 24F: 3 clusters Score -7144860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (156422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156422 members 
Entering Unmasked Estep 
Score: -19082566.000000 Penalty: 2966.157471
	Iteration 0F: 2 clusters Score -1.908257e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78145 members 
Mstep: Class 2 contains 78277 members 
Entering Unmasked Estep 
Score: -18977922.000000 Penalty: 5932.314941
	Iteration 0F: 3 clusters Score -1.897792e+07 nChanged 75216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77067 members 
Mstep: Class 2 contains 79355 members 
Entering Unmasked Estep 
Score: -19021178.000000 Penalty: 5932.314941
	Iteration 1F: 3 clusters Score -1.902118e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75878 members 
Mstep: Class 2 contains 80544 members 
Entering Unmasked Estep 
Score: -19022012.000000 Penalty: 5932.314941
	Iteration 2Q: 3 clusters Score -1.902201e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73866 members 
Mstep: Class 2 contains 82556 members 
Entering Unmasked Estep 
Score: -19023000.000000 Penalty: 5932.314941
	Iteration 3Q: 3 clusters Score -1.9023e+07 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70780 members 
Mstep: Class 2 contains 85642 members 
Entering Unmasked Estep 
Score: -19024582.000000 Penalty: 5932.314941
	Iteration 4Q: 3 clusters Score -1.902458e+07 nChanged 6630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66068 members 
Mstep: Class 2 contains 90354 members 
Entering Unmasked Estep 
Score: -19027242.000000 Penalty: 5932.314941
	Iteration 5Q: 3 clusters Score -1.902724e+07 nChanged 8404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59220 members 
Mstep: Class 2 contains 97202 members 
Entering Unmasked Estep 
Score: -19031492.000000 Penalty: 5932.314941
	Iteration 6F: 3 clusters Score -1.903149e+07 nChanged 10297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50131 members 
Mstep: Class 2 contains 106291 members 
Entering Unmasked Estep 
Score: -19038018.000000 Penalty: 5932.314941
	Iteration 7F: 3 clusters Score -1.903802e+07 nChanged 11886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39105 members 
Mstep: Class 2 contains 117317 members 
Entering Unmasked Estep 
Score: -19046792.000000 Penalty: 5932.314941
	Iteration 8F: 3 clusters Score -1.904679e+07 nChanged 11651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 128502 members 
Entering Unmasked Estep 
Score: -19056076.000000 Penalty: 5932.314941
	Iteration 9F: 3 clusters Score -1.905608e+07 nChanged 10287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 138667 members 
Entering Unmasked Estep 
Score: -19065046.000000 Penalty: 5932.314941
	Iteration 10F: 3 clusters Score -1.906505e+07 nChanged 7949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 146606 members 
Entering Unmasked Estep 
Score: -19071986.000000 Penalty: 5932.314941
	Iteration 11F: 3 clusters Score -1.907199e+07 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 151547 members 
Entering Unmasked Estep 
Score: -19076242.000000 Penalty: 5932.314941
	Iteration 12Q: 3 clusters Score -1.907624e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 154114 members 
Entering Unmasked Estep 
Score: -19078290.000000 Penalty: 5932.314941
	Iteration 13Q: 3 clusters Score -1.907829e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 155278 members 
Entering Unmasked Estep 
Score: -19079156.000000 Penalty: 5932.314941
	Iteration 14Q: 3 clusters Score -1.907916e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 155725 members 
Entering Unmasked Estep 
Score: -19079572.000000 Penalty: 5932.314941
	Iteration 15Q: 3 clusters Score -1.907957e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 155897 members 
Entering Unmasked Estep 
Score: -19079746.000000 Penalty: 5932.314941
	Iteration 16Q: 3 clusters Score -1.907975e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 155978 members 
Entering Unmasked Estep 
Score: -19079808.000000 Penalty: 5932.314941
	Iteration 17Q: 3 clusters Score -1.907981e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 156012 members 
Entering Unmasked Estep 
Score: -19079872.000000 Penalty: 5932.314941
	Iteration 18Q: 3 clusters Score -1.907987e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 156036 members 
Entering Unmasked Estep 
Score: -19079906.000000 Penalty: 5932.314941
	Iteration 19Q: 3 clusters Score -1.907991e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 156047 members 
Entering Unmasked Estep 
Score: -19079932.000000 Penalty: 5932.314941
	Iteration 20F: 3 clusters Score -1.907993e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 156050 members 
Entering Unmasked Estep 
Score: -19079938.000000 Penalty: 5932.314941
	Iteration 21Q: 3 clusters Score -1.907994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 156053 members 
Entering Unmasked Estep 
Score: -19079944.000000 Penalty: 5932.314941
	Iteration 22Q: 3 clusters Score -1.907994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 156056 members 
Entering Unmasked Estep 
Score: -19079956.000000 Penalty: 5932.314941
	Iteration 23Q: 3 clusters Score -1.907996e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 156057 members 
Entering Unmasked Estep 
Score: -19079964.000000 Penalty: 5932.314941
	Iteration 24Q: 3 clusters Score -1.907996e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 156056 members 
Entering Unmasked Estep 
Score: -19079958.000000 Penalty: 5932.314941
	Iteration 25Q: 3 clusters Score -1.907996e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 156056 members 
Entering Unmasked Estep 
Score: -19079958.000000 Penalty: 5932.314941
	Iteration 26F: 3 clusters Score -1.907996e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Entering Unmasked Estep 
Score: -790903.437500 Penalty: 2208.112305
	Iteration 0F: 2 clusters Score -790903.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -784892.375000 Penalty: 4416.224609
	Iteration 0F: 3 clusters Score -784892.4 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -786719.875000 Penalty: 4416.224609
	Iteration 1F: 3 clusters Score -786719.9 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -787214.500000 Penalty: 4416.224609
	Iteration 2F: 3 clusters Score -787214.5 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -787642.562500 Penalty: 4416.224609
	Iteration 3F: 3 clusters Score -787642.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -788086.812500 Penalty: 4416.224609
	Iteration 4F: 3 clusters Score -788086.8 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -788522.312500 Penalty: 4416.224609
	Iteration 5F: 3 clusters Score -788522.3 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -788895.125000 Penalty: 4416.224609
	Iteration 6F: 3 clusters Score -788895.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -789182.000000 Penalty: 4416.224609
	Iteration 7Q: 3 clusters Score -789182 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -789375.250000 Penalty: 4416.224609
	Iteration 8Q: 3 clusters Score -789375.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -789504.937500 Penalty: 4416.224609
	Iteration 9Q: 3 clusters Score -789504.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -789591.812500 Penalty: 4416.224609
	Iteration 10Q: 3 clusters Score -789591.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -789640.812500 Penalty: 4416.224609
	Iteration 11Q: 3 clusters Score -789640.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -789679.562500 Penalty: 4416.224609
	Iteration 12Q: 3 clusters Score -789679.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -789704.812500 Penalty: 4416.224609
	Iteration 13Q: 3 clusters Score -789704.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -789724.687500 Penalty: 4416.224609
	Iteration 14Q: 3 clusters Score -789724.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -789760.937500 Penalty: 4416.224609
	Iteration 15Q: 3 clusters Score -789760.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -789801.875000 Penalty: 4416.224609
	Iteration 16Q: 3 clusters Score -789801.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -789850.250000 Penalty: 4416.224609
	Iteration 17Q: 3 clusters Score -789850.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -789893.812500 Penalty: 4416.224609
	Iteration 18Q: 3 clusters Score -789893.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -789936.125000 Penalty: 4416.224609
	Iteration 19Q: 3 clusters Score -789936.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -789971.375000 Penalty: 4416.224609
	Iteration 20F: 3 clusters Score -789971.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -790006.500000 Penalty: 4416.224609
	Iteration 21Q: 3 clusters Score -790006.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -790031.375000 Penalty: 4416.224609
	Iteration 22Q: 3 clusters Score -790031.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -790059.062500 Penalty: 4416.224609
	Iteration 23Q: 3 clusters Score -790059.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -790091.187500 Penalty: 4416.224609
	Iteration 24Q: 3 clusters Score -790091.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -790121.312500 Penalty: 4416.224609
	Iteration 25Q: 3 clusters Score -790121.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -790149.687500 Penalty: 4416.224609
	Iteration 26Q: 3 clusters Score -790149.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -790177.750000 Penalty: 4416.224609
	Iteration 27Q: 3 clusters Score -790177.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -790205.312500 Penalty: 4416.224609
	Iteration 28Q: 3 clusters Score -790205.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -790255.500000 Penalty: 4416.224609
	Iteration 29Q: 3 clusters Score -790255.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -790323.125000 Penalty: 4416.224609
	Iteration 30Q: 3 clusters Score -790323.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -790376.250000 Penalty: 4416.224609
	Iteration 31Q: 3 clusters Score -790376.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -790406.062500 Penalty: 4416.224609
	Iteration 32Q: 3 clusters Score -790406.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -790420.750000 Penalty: 4416.224609
	Iteration 33Q: 3 clusters Score -790420.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -790429.250000 Penalty: 4416.224609
	Iteration 34Q: 3 clusters Score -790429.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -790434.500000 Penalty: 4416.224609
	Iteration 35Q: 3 clusters Score -790434.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -790437.250000 Penalty: 4416.224609
	Iteration 36Q: 3 clusters Score -790437.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -790435.562500 Penalty: 4416.224609
	Iteration 37Q: 3 clusters Score -790435.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -790436.750000 Penalty: 4416.224609
	Iteration 38Q: 3 clusters Score -790436.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -790438.187500 Penalty: 4416.224609
	Iteration 39Q: 3 clusters Score -790438.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -790438.750000 Penalty: 4416.224609
	Iteration 40F: 3 clusters Score -790438.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -790436.812500 Penalty: 4416.224609
	Iteration 41Q: 3 clusters Score -790436.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -790437.687500 Penalty: 4416.224609
	Iteration 42Q: 3 clusters Score -790437.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -790438.437500 Penalty: 4416.224609
	Iteration 43Q: 3 clusters Score -790438.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -790437.500000 Penalty: 4416.224609
	Iteration 44Q: 3 clusters Score -790437.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -790437.500000 Penalty: 4416.224609
	Iteration 45F: 3 clusters Score -790437.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (179722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179722 members 
Entering Unmasked Estep 
Score: -21928698.000000 Penalty: 3000.593262
	Iteration 0F: 2 clusters Score -2.19287e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89787 members 
Mstep: Class 2 contains 89935 members 
Entering Unmasked Estep 
Score: -21809142.000000 Penalty: 6001.186523
	Iteration 0F: 3 clusters Score -2.180914e+07 nChanged 86017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89562 members 
Mstep: Class 2 contains 90160 members 
Entering Unmasked Estep 
Score: -21858786.000000 Penalty: 6001.186523
	Iteration 1F: 3 clusters Score -2.185879e+07 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89166 members 
Mstep: Class 2 contains 90556 members 
Entering Unmasked Estep 
Score: -21859618.000000 Penalty: 6001.186523
	Iteration 2Q: 3 clusters Score -2.185962e+07 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88589 members 
Mstep: Class 2 contains 91133 members 
Entering Unmasked Estep 
Score: -21860578.000000 Penalty: 6001.186523
	Iteration 3Q: 3 clusters Score -2.186058e+07 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87642 members 
Mstep: Class 2 contains 92080 members 
Entering Unmasked Estep 
Score: -21861822.000000 Penalty: 6001.186523
	Iteration 4Q: 3 clusters Score -2.186182e+07 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86290 members 
Mstep: Class 2 contains 93432 members 
Entering Unmasked Estep 
Score: -21862870.000000 Penalty: 6001.186523
	Iteration 5Q: 3 clusters Score -2.186287e+07 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84218 members 
Mstep: Class 2 contains 95504 members 
Entering Unmasked Estep 
Score: -21864578.000000 Penalty: 6001.186523
	Iteration 6Q: 3 clusters Score -2.186458e+07 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81175 members 
Mstep: Class 2 contains 98547 members 
Entering Unmasked Estep 
Score: -21867018.000000 Penalty: 6001.186523
	Iteration 7Q: 3 clusters Score -2.186702e+07 nChanged 7559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76664 members 
Mstep: Class 2 contains 103058 members 
Entering Unmasked Estep 
Score: -21870824.000000 Penalty: 6001.186523
	Iteration 8Q: 3 clusters Score -2.187082e+07 nChanged 8804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70472 members 
Mstep: Class 2 contains 109250 members 
Entering Unmasked Estep 
Score: -21876286.000000 Penalty: 6001.186523
	Iteration 9Q: 3 clusters Score -2.187629e+07 nChanged 9846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62992 members 
Mstep: Class 2 contains 116730 members 
Entering Unmasked Estep 
Score: -21883230.000000 Penalty: 6001.186523
	Iteration 10F: 3 clusters Score -2.188323e+07 nChanged 10176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54856 members 
Mstep: Class 2 contains 124866 members 
Entering Unmasked Estep 
Score: -21890272.000000 Penalty: 6001.186523
	Iteration 11F: 3 clusters Score -2.189027e+07 nChanged 9683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46683 members 
Mstep: Class 2 contains 133039 members 
Entering Unmasked Estep 
Score: -21897098.000000 Penalty: 6001.186523
	Iteration 12F: 3 clusters Score -2.18971e+07 nChanged 8678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39065 members 
Mstep: Class 2 contains 140657 members 
Entering Unmasked Estep 
Score: -21902862.000000 Penalty: 6001.186523
	Iteration 13Q: 3 clusters Score -2.190286e+07 nChanged 7483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 147448 members 
Entering Unmasked Estep 
Score: -21907468.000000 Penalty: 6001.186523
	Iteration 14Q: 3 clusters Score -2.190747e+07 nChanged 6366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 153460 members 
Entering Unmasked Estep 
Score: -21911442.000000 Penalty: 6001.186523
	Iteration 15Q: 3 clusters Score -2.191144e+07 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 158639 members 
Entering Unmasked Estep 
Score: -21914566.000000 Penalty: 6001.186523
	Iteration 16Q: 3 clusters Score -2.191457e+07 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 163142 members 
Entering Unmasked Estep 
Score: -21917312.000000 Penalty: 6001.186523
	Iteration 17Q: 3 clusters Score -2.191731e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 166844 members 
Entering Unmasked Estep 
Score: -21919622.000000 Penalty: 6001.186523
	Iteration 18Q: 3 clusters Score -2.191962e+07 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 169970 members 
Entering Unmasked Estep 
Score: -21921314.000000 Penalty: 6001.186523
	Iteration 19Q: 3 clusters Score -2.192131e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 172406 members 
Entering Unmasked Estep 
Score: -21922642.000000 Penalty: 6001.186523
	Iteration 20F: 3 clusters Score -2.192264e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 174190 members 
Entering Unmasked Estep 
Score: -21923704.000000 Penalty: 6001.186523
	Iteration 21Q: 3 clusters Score -2.19237e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 175542 members 
Entering Unmasked Estep 
Score: -21924444.000000 Penalty: 6001.186523
	Iteration 22Q: 3 clusters Score -2.192444e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 176503 members 
Entering Unmasked Estep 
Score: -21924982.000000 Penalty: 6001.186523
	Iteration 23Q: 3 clusters Score -2.192498e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 177143 members 
Entering Unmasked Estep 
Score: -21925346.000000 Penalty: 6001.186523
	Iteration 24Q: 3 clusters Score -2.192535e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 177584 members 
Entering Unmasked Estep 
Score: -21925578.000000 Penalty: 6001.186523
	Iteration 25Q: 3 clusters Score -2.192558e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 177922 members 
Entering Unmasked Estep 
Score: -21925742.000000 Penalty: 6001.186523
	Iteration 26Q: 3 clusters Score -2.192574e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 178150 members 
Entering Unmasked Estep 
Score: -21925856.000000 Penalty: 6001.186523
	Iteration 27Q: 3 clusters Score -2.192586e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 178308 members 
Entering Unmasked Estep 
Score: -21925944.000000 Penalty: 6001.186523
	Iteration 28Q: 3 clusters Score -2.192594e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 178421 members 
Entering Unmasked Estep 
Score: -21926030.000000 Penalty: 6001.186523
	Iteration 29Q: 3 clusters Score -2.192603e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 178493 members 
Entering Unmasked Estep 
Score: -21926058.000000 Penalty: 6001.186523
	Iteration 30Q: 3 clusters Score -2.192606e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 178551 members 
Entering Unmasked Estep 
Score: -21926074.000000 Penalty: 6001.186523
	Iteration 31Q: 3 clusters Score -2.192607e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 178603 members 
Entering Unmasked Estep 
Score: -21926074.000000 Penalty: 6001.186523
	Iteration 32Q: 3 clusters Score -2.192607e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 178648 members 
Entering Unmasked Estep 
Score: -21926076.000000 Penalty: 6001.186523
	Iteration 33Q: 3 clusters Score -2.192608e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 178686 members 
Entering Unmasked Estep 
Score: -21926124.000000 Penalty: 6001.186523
	Iteration 34Q: 3 clusters Score -2.192612e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 178723 members 
Entering Unmasked Estep 
Score: -21926138.000000 Penalty: 6001.186523
	Iteration 35Q: 3 clusters Score -2.192614e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 178755 members 
Entering Unmasked Estep 
Score: -21926150.000000 Penalty: 6001.186523
	Iteration 36Q: 3 clusters Score -2.192615e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 178780 members 
Entering Unmasked Estep 
Score: -21926184.000000 Penalty: 6001.186523
	Iteration 37Q: 3 clusters Score -2.192618e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 178799 members 
Entering Unmasked Estep 
Score: -21926212.000000 Penalty: 6001.186523
	Iteration 38Q: 3 clusters Score -2.192621e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 178813 members 
Entering Unmasked Estep 
Score: -21926204.000000 Penalty: 6001.186523
	Iteration 39Q: 3 clusters Score -2.19262e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 178826 members 
Entering Unmasked Estep 
Score: -21926202.000000 Penalty: 6001.186523
	Iteration 40F: 3 clusters Score -2.19262e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 178842 members 
Entering Unmasked Estep 
Score: -21926208.000000 Penalty: 6001.186523
	Iteration 41Q: 3 clusters Score -2.192621e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 178850 members 
Entering Unmasked Estep 
Score: -21926192.000000 Penalty: 6001.186523
	Iteration 42Q: 3 clusters Score -2.192619e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 178858 members 
Entering Unmasked Estep 
Score: -21926210.000000 Penalty: 6001.186523
	Iteration 43Q: 3 clusters Score -2.192621e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 178867 members 
Entering Unmasked Estep 
Score: -21926214.000000 Penalty: 6001.186523
	Iteration 44Q: 3 clusters Score -2.192621e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 178877 members 
Entering Unmasked Estep 
Score: -21926220.000000 Penalty: 6001.186523
	Iteration 45Q: 3 clusters Score -2.192622e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 178887 members 
Entering Unmasked Estep 
Score: -21926214.000000 Penalty: 6001.186523
	Iteration 46Q: 3 clusters Score -2.192621e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 178892 members 
Entering Unmasked Estep 
Score: -21926222.000000 Penalty: 6001.186523
	Iteration 47Q: 3 clusters Score -2.192622e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 178898 members 
Entering Unmasked Estep 
Score: -21926238.000000 Penalty: 6001.186523
	Iteration 48Q: 3 clusters Score -2.192624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 178902 members 
Entering Unmasked Estep 
Score: -21926246.000000 Penalty: 6001.186523
	Iteration 49Q: 3 clusters Score -2.192625e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 178905 members 
Entering Unmasked Estep 
Score: -21926264.000000 Penalty: 6001.186523
	Iteration 50Q: 3 clusters Score -2.192626e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 178908 members 
Entering Unmasked Estep 
Score: -21926242.000000 Penalty: 6001.186523
	Iteration 51Q: 3 clusters Score -2.192624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 178908 members 
Entering Unmasked Estep 
Score: -21926244.000000 Penalty: 6001.186523
	Iteration 52Q: 3 clusters Score -2.192624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 178908 members 
Entering Unmasked Estep 
Score: -21926250.000000 Penalty: 6001.186523
	Iteration 53Q: 3 clusters Score -2.192625e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 178909 members 
Entering Unmasked Estep 
Score: -21926246.000000 Penalty: 6001.186523
	Iteration 54Q: 3 clusters Score -2.192625e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 178912 members 
Entering Unmasked Estep 
Score: -21926252.000000 Penalty: 6001.186523
	Iteration 55Q: 3 clusters Score -2.192625e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 178915 members 
Entering Unmasked Estep 
Score: -21926252.000000 Penalty: 6001.186523
	Iteration 56Q: 3 clusters Score -2.192625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 178917 members 
Entering Unmasked Estep 
Score: -21926258.000000 Penalty: 6001.186523
	Iteration 57Q: 3 clusters Score -2.192626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 178918 members 
Entering Unmasked Estep 
Score: -21926252.000000 Penalty: 6001.186523
	Iteration 58Q: 3 clusters Score -2.192625e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 178918 members 
Entering Unmasked Estep 
Score: -21926252.000000 Penalty: 6001.186523
	Iteration 59F: 3 clusters Score -2.192625e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Entering Unmasked Estep 
Score: -1359729.500000 Penalty: 2312.336182
	Iteration 0F: 2 clusters Score -1359730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1351196.750000 Penalty: 4624.672363
	Iteration 0F: 3 clusters Score -1351197 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1353753.875000 Penalty: 4624.672363
	Iteration 1F: 3 clusters Score -1353754 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1354166.625000 Penalty: 4624.672363
	Iteration 2F: 3 clusters Score -1354167 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1354444.125000 Penalty: 4624.672363
	Iteration 3F: 3 clusters Score -1354444 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1354660.500000 Penalty: 4624.672363
	Iteration 4Q: 3 clusters Score -1354660 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1354848.125000 Penalty: 4624.672363
	Iteration 5Q: 3 clusters Score -1354848 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1354991.125000 Penalty: 4624.672363
	Iteration 6Q: 3 clusters Score -1354991 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1355121.375000 Penalty: 4624.672363
	Iteration 7Q: 3 clusters Score -1355121 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1355240.500000 Penalty: 4624.672363
	Iteration 8Q: 3 clusters Score -1355240 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1355358.000000 Penalty: 4624.672363
	Iteration 9Q: 3 clusters Score -1355358 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1355470.500000 Penalty: 4624.672363
	Iteration 10Q: 3 clusters Score -1355470 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1355582.500000 Penalty: 4624.672363
	Iteration 11Q: 3 clusters Score -1355582 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1355689.250000 Penalty: 4624.672363
	Iteration 12Q: 3 clusters Score -1355689 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1355795.000000 Penalty: 4624.672363
	Iteration 13Q: 3 clusters Score -1355795 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1355891.875000 Penalty: 4624.672363
	Iteration 14Q: 3 clusters Score -1355892 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1356000.250000 Penalty: 4624.672363
	Iteration 15Q: 3 clusters Score -1356000 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1356116.625000 Penalty: 4624.672363
	Iteration 16Q: 3 clusters Score -1356117 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1356219.125000 Penalty: 4624.672363
	Iteration 17Q: 3 clusters Score -1356219 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1356298.750000 Penalty: 4624.672363
	Iteration 18Q: 3 clusters Score -1356299 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1356373.625000 Penalty: 4624.672363
	Iteration 19Q: 3 clusters Score -1356374 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1356467.125000 Penalty: 4624.672363
	Iteration 20F: 3 clusters Score -1356467 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1356548.000000 Penalty: 4624.672363
	Iteration 21Q: 3 clusters Score -1356548 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1356633.625000 Penalty: 4624.672363
	Iteration 22Q: 3 clusters Score -1356634 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1356706.250000 Penalty: 4624.672363
	Iteration 23Q: 3 clusters Score -1356706 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1356774.500000 Penalty: 4624.672363
	Iteration 24Q: 3 clusters Score -1356774 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1356833.000000 Penalty: 4624.672363
	Iteration 25Q: 3 clusters Score -1356833 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1356896.125000 Penalty: 4624.672363
	Iteration 26Q: 3 clusters Score -1356896 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1356945.750000 Penalty: 4624.672363
	Iteration 27Q: 3 clusters Score -1356946 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1356999.625000 Penalty: 4624.672363
	Iteration 28Q: 3 clusters Score -1357000 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1357042.875000 Penalty: 4624.672363
	Iteration 29Q: 3 clusters Score -1357043 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1357081.875000 Penalty: 4624.672363
	Iteration 30Q: 3 clusters Score -1357082 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1357110.500000 Penalty: 4624.672363
	Iteration 31Q: 3 clusters Score -1357110 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1357142.750000 Penalty: 4624.672363
	Iteration 32Q: 3 clusters Score -1357143 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1357171.500000 Penalty: 4624.672363
	Iteration 33Q: 3 clusters Score -1357172 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1357198.750000 Penalty: 4624.672363
	Iteration 34Q: 3 clusters Score -1357199 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1357226.875000 Penalty: 4624.672363
	Iteration 35Q: 3 clusters Score -1357227 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1357259.250000 Penalty: 4624.672363
	Iteration 36Q: 3 clusters Score -1357259 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1357284.500000 Penalty: 4624.672363
	Iteration 37Q: 3 clusters Score -1357284 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1357320.000000 Penalty: 4624.672363
	Iteration 38Q: 3 clusters Score -1357320 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1357365.125000 Penalty: 4624.672363
	Iteration 39Q: 3 clusters Score -1357365 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1357400.000000 Penalty: 4624.672363
	Iteration 40F: 3 clusters Score -1357400 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1357422.000000 Penalty: 4624.672363
	Iteration 41Q: 3 clusters Score -1357422 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1357441.875000 Penalty: 4624.672363
	Iteration 42Q: 3 clusters Score -1357442 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1357461.625000 Penalty: 4624.672363
	Iteration 43Q: 3 clusters Score -1357462 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1357483.875000 Penalty: 4624.672363
	Iteration 44Q: 3 clusters Score -1357484 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1357507.125000 Penalty: 4624.672363
	Iteration 45Q: 3 clusters Score -1357507 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1357521.375000 Penalty: 4624.672363
	Iteration 46Q: 3 clusters Score -1357521 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1357535.750000 Penalty: 4624.672363
	Iteration 47Q: 3 clusters Score -1357536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1357545.000000 Penalty: 4624.672363
	Iteration 48Q: 3 clusters Score -1357545 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1357559.375000 Penalty: 4624.672363
	Iteration 49Q: 3 clusters Score -1357559 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1357574.750000 Penalty: 4624.672363
	Iteration 50Q: 3 clusters Score -1357575 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1357581.625000 Penalty: 4624.672363
	Iteration 51Q: 3 clusters Score -1357582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1357592.750000 Penalty: 4624.672363
	Iteration 52Q: 3 clusters Score -1357593 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1357598.625000 Penalty: 4624.672363
	Iteration 53Q: 3 clusters Score -1357599 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1357613.750000 Penalty: 4624.672363
	Iteration 54Q: 3 clusters Score -1357614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1357626.500000 Penalty: 4624.672363
	Iteration 55Q: 3 clusters Score -1357626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1357645.625000 Penalty: 4624.672363
	Iteration 56Q: 3 clusters Score -1357646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1357653.000000 Penalty: 4624.672363
	Iteration 57Q: 3 clusters Score -1357653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1357662.125000 Penalty: 4624.672363
	Iteration 58Q: 3 clusters Score -1357662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1357662.000000 Penalty: 4624.672363
	Iteration 59Q: 3 clusters Score -1357662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1357666.500000 Penalty: 4624.672363
	Iteration 60F: 3 clusters Score -1357666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1357668.875000 Penalty: 4624.672363
	Iteration 61Q: 3 clusters Score -1357669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1357671.250000 Penalty: 4624.672363
	Iteration 62Q: 3 clusters Score -1357671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1357677.375000 Penalty: 4624.672363
	Iteration 63Q: 3 clusters Score -1357677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1357682.500000 Penalty: 4624.672363
	Iteration 64Q: 3 clusters Score -1357682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1357681.625000 Penalty: 4624.672363
	Iteration 65Q: 3 clusters Score -1357682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1357686.000000 Penalty: 4624.672363
	Iteration 66Q: 3 clusters Score -1357686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1357687.875000 Penalty: 4624.672363
	Iteration 67Q: 3 clusters Score -1357688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1357687.125000 Penalty: 4624.672363
	Iteration 68Q: 3 clusters Score -1357687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1357690.125000 Penalty: 4624.672363
	Iteration 69Q: 3 clusters Score -1357690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1357691.375000 Penalty: 4624.672363
	Iteration 70Q: 3 clusters Score -1357691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1357691.250000 Penalty: 4624.672363
	Iteration 71Q: 3 clusters Score -1357691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1357690.750000 Penalty: 4624.672363
	Iteration 72Q: 3 clusters Score -1357691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1357693.250000 Penalty: 4624.672363
	Iteration 73Q: 3 clusters Score -1357693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1357694.375000 Penalty: 4624.672363
	Iteration 74Q: 3 clusters Score -1357694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1357696.500000 Penalty: 4624.672363
	Iteration 75Q: 3 clusters Score -1357696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1357700.125000 Penalty: 4624.672363
	Iteration 76Q: 3 clusters Score -1357700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1357700.875000 Penalty: 4624.672363
	Iteration 77Q: 3 clusters Score -1357701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1357702.250000 Penalty: 4624.672363
	Iteration 78Q: 3 clusters Score -1357702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1357700.000000 Penalty: 4624.672363
	Iteration 79Q: 3 clusters Score -1357700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1357703.500000 Penalty: 4624.672363
	Iteration 80F: 3 clusters Score -1357704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1357704.250000 Penalty: 4624.672363
	Iteration 81Q: 3 clusters Score -1357704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1357705.125000 Penalty: 4624.672363
	Iteration 82Q: 3 clusters Score -1357705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1357705.125000 Penalty: 4624.672363
	Iteration 83F: 3 clusters Score -1357705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Entering Unmasked Estep 
Score: -64211.621094 Penalty: 1627.836182
	Iteration 0F: 2 clusters Score -64211.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -62556.808594 Penalty: 3255.672363
	Iteration 0F: 3 clusters Score -62556.81 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -63100.703125 Penalty: 3255.672363
	Iteration 1F: 3 clusters Score -63100.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -63572.851562 Penalty: 3255.672363
	Iteration 2F: 3 clusters Score -63572.85 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -63862.351562 Penalty: 3255.672363
	Iteration 3F: 3 clusters Score -63862.35 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -63997.363281 Penalty: 3255.672363
	Iteration 4Q: 3 clusters Score -63997.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -64053.390625 Penalty: 3255.672363
	Iteration 5Q: 3 clusters Score -64053.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -64076.042969 Penalty: 3255.672363
	Iteration 6Q: 3 clusters Score -64076.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -64086.921875 Penalty: 3255.672363
	Iteration 7Q: 3 clusters Score -64086.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -64092.789062 Penalty: 3255.672363
	Iteration 8Q: 3 clusters Score -64092.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -64092.789062 Penalty: 3255.672363
	Iteration 9F: 3 clusters Score -64092.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (31693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31693 members 
Entering Unmasked Estep 
Score: -3821425.250000 Penalty: 2570.235107
	Iteration 0F: 2 clusters Score -3821425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -3799699.250000 Penalty: 5140.470215
	Iteration 0F: 3 clusters Score -3799699 nChanged 14400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -3807518.000000 Penalty: 5140.470215
	Iteration 1F: 3 clusters Score -3807518 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -3808083.750000 Penalty: 5140.470215
	Iteration 2Q: 3 clusters Score -3808084 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -3808660.750000 Penalty: 5140.470215
	Iteration 3Q: 3 clusters Score -3808661 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -3809312.750000 Penalty: 5140.470215
	Iteration 4F: 3 clusters Score -3809313 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -3810000.000000 Penalty: 5140.470215
	Iteration 5Q: 3 clusters Score -3810000 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -3810805.250000 Penalty: 5140.470215
	Iteration 6F: 3 clusters Score -3810805 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -3811769.500000 Penalty: 5140.470215
	Iteration 7F: 3 clusters Score -3811770 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -3812958.500000 Penalty: 5140.470215
	Iteration 8F: 3 clusters Score -3812958 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -3814282.000000 Penalty: 5140.470215
	Iteration 9F: 3 clusters Score -3814282 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -3815657.500000 Penalty: 5140.470215
	Iteration 10F: 3 clusters Score -3815658 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -3816914.500000 Penalty: 5140.470215
	Iteration 11Q: 3 clusters Score -3816914 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -3818156.250000 Penalty: 5140.470215
	Iteration 12Q: 3 clusters Score -3818156 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -3819277.500000 Penalty: 5140.470215
	Iteration 13Q: 3 clusters Score -3819278 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -3819946.000000 Penalty: 5140.470215
	Iteration 14Q: 3 clusters Score -3819946 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -3820231.250000 Penalty: 5140.470215
	Iteration 15Q: 3 clusters Score -3820231 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -3820359.000000 Penalty: 5140.470215
	Iteration 16Q: 3 clusters Score -3820359 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28045 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -3820409.000000 Penalty: 5140.470215
	Iteration 17Q: 3 clusters Score -3820409 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -3820415.250000 Penalty: 5140.470215
	Iteration 18Q: 3 clusters Score -3820415 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -3820423.250000 Penalty: 5140.470215
	Iteration 19Q: 3 clusters Score -3820423 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -3820436.750000 Penalty: 5140.470215
	Iteration 20F: 3 clusters Score -3820437 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -3820434.000000 Penalty: 5140.470215
	Iteration 21Q: 3 clusters Score -3820434 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -3820431.000000 Penalty: 5140.470215
	Iteration 22Q: 3 clusters Score -3820431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -3820436.250000 Penalty: 5140.470215
	Iteration 23Q: 3 clusters Score -3820436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -3820432.000000 Penalty: 5140.470215
	Iteration 24Q: 3 clusters Score -3820432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -3820439.500000 Penalty: 5140.470215
	Iteration 25Q: 3 clusters Score -3820440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -3820434.750000 Penalty: 5140.470215
	Iteration 26Q: 3 clusters Score -3820435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28177 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -3820436.000000 Penalty: 5140.470215
	Iteration 27Q: 3 clusters Score -3820436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -3820439.750000 Penalty: 5140.470215
	Iteration 28Q: 3 clusters Score -3820440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -3820438.250000 Penalty: 5140.470215
	Iteration 29Q: 3 clusters Score -3820438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -3820435.500000 Penalty: 5140.470215
	Iteration 30Q: 3 clusters Score -3820436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -3820436.250000 Penalty: 5140.470215
	Iteration 31Q: 3 clusters Score -3820436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -3820436.000000 Penalty: 5140.470215
	Iteration 32Q: 3 clusters Score -3820436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -3820437.500000 Penalty: 5140.470215
	Iteration 33Q: 3 clusters Score -3820438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -3820437.500000 Penalty: 5140.470215
	Iteration 34F: 3 clusters Score -3820438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (25852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Entering Unmasked Estep 
Score: -3125559.750000 Penalty: 2519.715332
	Iteration 0F: 2 clusters Score -3125560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -3107628.250000 Penalty: 5039.430664
	Iteration 0F: 3 clusters Score -3107628 nChanged 11529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -3113832.500000 Penalty: 5039.430664
	Iteration 1F: 3 clusters Score -3113832 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -3114224.500000 Penalty: 5039.430664
	Iteration 2Q: 3 clusters Score -3114224 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -3114582.500000 Penalty: 5039.430664
	Iteration 3Q: 3 clusters Score -3114582 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -3114959.000000 Penalty: 5039.430664
	Iteration 4Q: 3 clusters Score -3114959 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -3115339.500000 Penalty: 5039.430664
	Iteration 5Q: 3 clusters Score -3115340 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -3115805.750000 Penalty: 5039.430664
	Iteration 6Q: 3 clusters Score -3115806 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -3116446.000000 Penalty: 5039.430664
	Iteration 7Q: 3 clusters Score -3116446 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -3117257.000000 Penalty: 5039.430664
	Iteration 8Q: 3 clusters Score -3117257 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -3118392.750000 Penalty: 5039.430664
	Iteration 9F: 3 clusters Score -3118393 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -3119658.250000 Penalty: 5039.430664
	Iteration 10F: 3 clusters Score -3119658 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -3120908.250000 Penalty: 5039.430664
	Iteration 11F: 3 clusters Score -3120908 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -3121806.250000 Penalty: 5039.430664
	Iteration 12Q: 3 clusters Score -3121806 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -3122387.250000 Penalty: 5039.430664
	Iteration 13Q: 3 clusters Score -3122387 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -3122739.250000 Penalty: 5039.430664
	Iteration 14Q: 3 clusters Score -3122739 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -3122977.750000 Penalty: 5039.430664
	Iteration 15Q: 3 clusters Score -3122978 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -3123169.750000 Penalty: 5039.430664
	Iteration 16Q: 3 clusters Score -3123170 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -3123301.500000 Penalty: 5039.430664
	Iteration 17Q: 3 clusters Score -3123302 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -3123397.000000 Penalty: 5039.430664
	Iteration 18Q: 3 clusters Score -3123397 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -3123459.250000 Penalty: 5039.430664
	Iteration 19Q: 3 clusters Score -3123459 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -3123499.500000 Penalty: 5039.430664
	Iteration 20F: 3 clusters Score -3123500 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -3123528.500000 Penalty: 5039.430664
	Iteration 21Q: 3 clusters Score -3123528 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -3123547.750000 Penalty: 5039.430664
	Iteration 22Q: 3 clusters Score -3123548 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -3123564.000000 Penalty: 5039.430664
	Iteration 23Q: 3 clusters Score -3123564 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -3123570.500000 Penalty: 5039.430664
	Iteration 24Q: 3 clusters Score -3123570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -3123580.500000 Penalty: 5039.430664
	Iteration 25Q: 3 clusters Score -3123580 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -3123594.250000 Penalty: 5039.430664
	Iteration 26Q: 3 clusters Score -3123594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -3123598.250000 Penalty: 5039.430664
	Iteration 27Q: 3 clusters Score -3123598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -3123608.500000 Penalty: 5039.430664
	Iteration 28Q: 3 clusters Score -3123608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -3123613.000000 Penalty: 5039.430664
	Iteration 29Q: 3 clusters Score -3123613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -3123619.250000 Penalty: 5039.430664
	Iteration 30Q: 3 clusters Score -3123619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -3123621.000000 Penalty: 5039.430664
	Iteration 31Q: 3 clusters Score -3123621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -3123621.500000 Penalty: 5039.430664
	Iteration 32Q: 3 clusters Score -3123622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -3123618.000000 Penalty: 5039.430664
	Iteration 33Q: 3 clusters Score -3123618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -3123620.250000 Penalty: 5039.430664
	Iteration 34Q: 3 clusters Score -3123620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -3123621.750000 Penalty: 5039.430664
	Iteration 35Q: 3 clusters Score -3123622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -3123622.250000 Penalty: 5039.430664
	Iteration 36Q: 3 clusters Score -3123622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -3123622.250000 Penalty: 5039.430664
	Iteration 37Q: 3 clusters Score -3123622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -3123622.500000 Penalty: 5039.430664
	Iteration 38Q: 3 clusters Score -3123622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -3123622.750000 Penalty: 5039.430664
	Iteration 39Q: 3 clusters Score -3123623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -3123621.750000 Penalty: 5039.430664
	Iteration 40F: 3 clusters Score -3123622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -3123623.250000 Penalty: 5039.430664
	Iteration 41Q: 3 clusters Score -3123623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -3123623.250000 Penalty: 5039.430664
	Iteration 42F: 3 clusters Score -3123623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (187999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187999 members 
Entering Unmasked Estep 
Score: -22395634.000000 Penalty: 3011.759521
	Iteration 0F: 2 clusters Score -2.239563e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93946 members 
Mstep: Class 2 contains 94053 members 
Entering Unmasked Estep 
Score: -22270062.000000 Penalty: 6023.519043
	Iteration 0F: 3 clusters Score -2.227006e+07 nChanged 90211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93553 members 
Mstep: Class 2 contains 94446 members 
Entering Unmasked Estep 
Score: -22322318.000000 Penalty: 6023.519043
	Iteration 1F: 3 clusters Score -2.232232e+07 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93314 members 
Mstep: Class 2 contains 94685 members 
Entering Unmasked Estep 
Score: -22323422.000000 Penalty: 6023.519043
	Iteration 2Q: 3 clusters Score -2.232342e+07 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92969 members 
Mstep: Class 2 contains 95030 members 
Entering Unmasked Estep 
Score: -22324460.000000 Penalty: 6023.519043
	Iteration 3Q: 3 clusters Score -2.232446e+07 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92335 members 
Mstep: Class 2 contains 95664 members 
Entering Unmasked Estep 
Score: -22325766.000000 Penalty: 6023.519043
	Iteration 4Q: 3 clusters Score -2.232577e+07 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91347 members 
Mstep: Class 2 contains 96652 members 
Entering Unmasked Estep 
Score: -22327240.000000 Penalty: 6023.519043
	Iteration 5Q: 3 clusters Score -2.232724e+07 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89840 members 
Mstep: Class 2 contains 98159 members 
Entering Unmasked Estep 
Score: -22329454.000000 Penalty: 6023.519043
	Iteration 6Q: 3 clusters Score -2.232945e+07 nChanged 7022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87732 members 
Mstep: Class 2 contains 100267 members 
Entering Unmasked Estep 
Score: -22331624.000000 Penalty: 6023.519043
	Iteration 7Q: 3 clusters Score -2.233162e+07 nChanged 7536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84678 members 
Mstep: Class 2 contains 103321 members 
Entering Unmasked Estep 
Score: -22334686.000000 Penalty: 6023.519043
	Iteration 8Q: 3 clusters Score -2.233469e+07 nChanged 8145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80847 members 
Mstep: Class 2 contains 107152 members 
Entering Unmasked Estep 
Score: -22338172.000000 Penalty: 6023.519043
	Iteration 9Q: 3 clusters Score -2.233817e+07 nChanged 8805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76026 members 
Mstep: Class 2 contains 111973 members 
Entering Unmasked Estep 
Score: -22342346.000000 Penalty: 6023.519043
	Iteration 10Q: 3 clusters Score -2.234235e+07 nChanged 9119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70465 members 
Mstep: Class 2 contains 117534 members 
Entering Unmasked Estep 
Score: -22347108.000000 Penalty: 6023.519043
	Iteration 11Q: 3 clusters Score -2.234711e+07 nChanged 9035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64678 members 
Mstep: Class 2 contains 123321 members 
Entering Unmasked Estep 
Score: -22351974.000000 Penalty: 6023.519043
	Iteration 12Q: 3 clusters Score -2.235197e+07 nChanged 8523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59119 members 
Mstep: Class 2 contains 128880 members 
Entering Unmasked Estep 
Score: -22356860.000000 Penalty: 6023.519043
	Iteration 13Q: 3 clusters Score -2.235686e+07 nChanged 7518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54091 members 
Mstep: Class 2 contains 133908 members 
Entering Unmasked Estep 
Score: -22360872.000000 Penalty: 6023.519043
	Iteration 14Q: 3 clusters Score -2.236087e+07 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49466 members 
Mstep: Class 2 contains 138533 members 
Entering Unmasked Estep 
Score: -22363764.000000 Penalty: 6023.519043
	Iteration 15Q: 3 clusters Score -2.236376e+07 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45042 members 
Mstep: Class 2 contains 142957 members 
Entering Unmasked Estep 
Score: -22365998.000000 Penalty: 6023.519043
	Iteration 16Q: 3 clusters Score -2.2366e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 147361 members 
Entering Unmasked Estep 
Score: -22368240.000000 Penalty: 6023.519043
	Iteration 17Q: 3 clusters Score -2.236824e+07 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36217 members 
Mstep: Class 2 contains 151782 members 
Entering Unmasked Estep 
Score: -22370286.000000 Penalty: 6023.519043
	Iteration 18Q: 3 clusters Score -2.237029e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31717 members 
Mstep: Class 2 contains 156282 members 
Entering Unmasked Estep 
Score: -22372566.000000 Penalty: 6023.519043
	Iteration 19Q: 3 clusters Score -2.237257e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 160923 members 
Entering Unmasked Estep 
Score: -22374988.000000 Penalty: 6023.519043
	Iteration 20F: 3 clusters Score -2.237499e+07 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 165345 members 
Entering Unmasked Estep 
Score: -22377536.000000 Penalty: 6023.519043
	Iteration 21Q: 3 clusters Score -2.237754e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 169538 members 
Entering Unmasked Estep 
Score: -22380134.000000 Penalty: 6023.519043
	Iteration 22Q: 3 clusters Score -2.238013e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 173448 members 
Entering Unmasked Estep 
Score: -22382554.000000 Penalty: 6023.519043
	Iteration 23Q: 3 clusters Score -2.238255e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 176855 members 
Entering Unmasked Estep 
Score: -22384784.000000 Penalty: 6023.519043
	Iteration 24Q: 3 clusters Score -2.238478e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 179863 members 
Entering Unmasked Estep 
Score: -22386878.000000 Penalty: 6023.519043
	Iteration 25Q: 3 clusters Score -2.238688e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 182370 members 
Entering Unmasked Estep 
Score: -22388852.000000 Penalty: 6023.519043
	Iteration 26Q: 3 clusters Score -2.238885e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 184353 members 
Entering Unmasked Estep 
Score: -22390438.000000 Penalty: 6023.519043
	Iteration 27Q: 3 clusters Score -2.239044e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 185782 members 
Entering Unmasked Estep 
Score: -22391520.000000 Penalty: 6023.519043
	Iteration 28Q: 3 clusters Score -2.239152e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 186603 members 
Entering Unmasked Estep 
Score: -22392202.000000 Penalty: 6023.519043
	Iteration 29Q: 3 clusters Score -2.23922e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 187045 members 
Entering Unmasked Estep 
Score: -22392578.000000 Penalty: 6023.519043
	Iteration 30Q: 3 clusters Score -2.239258e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 187276 members 
Entering Unmasked Estep 
Score: -22392858.000000 Penalty: 6023.519043
	Iteration 31Q: 3 clusters Score -2.239286e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 187401 members 
Entering Unmasked Estep 
Score: -22392954.000000 Penalty: 6023.519043
	Iteration 32Q: 3 clusters Score -2.239295e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 187459 members 
Entering Unmasked Estep 
Score: -22393028.000000 Penalty: 6023.519043
	Iteration 33Q: 3 clusters Score -2.239303e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 187488 members 
Entering Unmasked Estep 
Score: -22393052.000000 Penalty: 6023.519043
	Iteration 34Q: 3 clusters Score -2.239305e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 187508 members 
Entering Unmasked Estep 
Score: -22393092.000000 Penalty: 6023.519043
	Iteration 35Q: 3 clusters Score -2.239309e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 187524 members 
Entering Unmasked Estep 
Score: -22393102.000000 Penalty: 6023.519043
	Iteration 36Q: 3 clusters Score -2.23931e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 187533 members 
Entering Unmasked Estep 
Score: -22393118.000000 Penalty: 6023.519043
	Iteration 37Q: 3 clusters Score -2.239312e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 187538 members 
Entering Unmasked Estep 
Score: -22393132.000000 Penalty: 6023.519043
	Iteration 38Q: 3 clusters Score -2.239313e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 187541 members 
Entering Unmasked Estep 
Score: -22393118.000000 Penalty: 6023.519043
	Iteration 39Q: 3 clusters Score -2.239312e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 187548 members 
Entering Unmasked Estep 
Score: -22393122.000000 Penalty: 6023.519043
	Iteration 40F: 3 clusters Score -2.239312e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 187551 members 
Entering Unmasked Estep 
Score: -22393136.000000 Penalty: 6023.519043
	Iteration 41Q: 3 clusters Score -2.239314e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 187554 members 
Entering Unmasked Estep 
Score: -22393124.000000 Penalty: 6023.519043
	Iteration 42Q: 3 clusters Score -2.239312e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 187553 members 
Entering Unmasked Estep 
Score: -22393142.000000 Penalty: 6023.519043
	Iteration 43Q: 3 clusters Score -2.239314e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 187555 members 
Entering Unmasked Estep 
Score: -22393136.000000 Penalty: 6023.519043
	Iteration 44Q: 3 clusters Score -2.239314e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 187558 members 
Entering Unmasked Estep 
Score: -22393134.000000 Penalty: 6023.519043
	Iteration 45Q: 3 clusters Score -2.239313e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 187561 members 
Entering Unmasked Estep 
Score: -22393134.000000 Penalty: 6023.519043
	Iteration 46Q: 3 clusters Score -2.239313e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 187566 members 
Entering Unmasked Estep 
Score: -22393158.000000 Penalty: 6023.519043
	Iteration 47Q: 3 clusters Score -2.239316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 187568 members 
Entering Unmasked Estep 
Score: -22393148.000000 Penalty: 6023.519043
	Iteration 48Q: 3 clusters Score -2.239315e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 187569 members 
Entering Unmasked Estep 
Score: -22393154.000000 Penalty: 6023.519043
	Iteration 49Q: 3 clusters Score -2.239315e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 187569 members 
Entering Unmasked Estep 
Score: -22393154.000000 Penalty: 6023.519043
	Iteration 50F: 3 clusters Score -2.239315e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Entering Unmasked Estep 
Score: -796779.500000 Penalty: 2179.230469
	Iteration 0F: 2 clusters Score -796779.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -791232.000000 Penalty: 4358.460938
	Iteration 0F: 3 clusters Score -791232 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -792613.437500 Penalty: 4358.460938
	Iteration 1F: 3 clusters Score -792613.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -792829.875000 Penalty: 4358.460938
	Iteration 2F: 3 clusters Score -792829.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -793015.937500 Penalty: 4358.460938
	Iteration 3Q: 3 clusters Score -793015.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -793198.375000 Penalty: 4358.460938
	Iteration 4Q: 3 clusters Score -793198.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -793442.875000 Penalty: 4358.460938
	Iteration 5Q: 3 clusters Score -793442.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -793769.000000 Penalty: 4358.460938
	Iteration 6F: 3 clusters Score -793769 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -794232.562500 Penalty: 4358.460938
	Iteration 7F: 3 clusters Score -794232.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -794699.687500 Penalty: 4358.460938
	Iteration 8F: 3 clusters Score -794699.7 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -795074.125000 Penalty: 4358.460938
	Iteration 9F: 3 clusters Score -795074.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -795376.750000 Penalty: 4358.460938
	Iteration 10F: 3 clusters Score -795376.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -795645.125000 Penalty: 4358.460938
	Iteration 11Q: 3 clusters Score -795645.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -795837.125000 Penalty: 4358.460938
	Iteration 12Q: 3 clusters Score -795837.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -795945.750000 Penalty: 4358.460938
	Iteration 13Q: 3 clusters Score -795945.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -796018.000000 Penalty: 4358.460938
	Iteration 14Q: 3 clusters Score -796018 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -796081.125000 Penalty: 4358.460938
	Iteration 15Q: 3 clusters Score -796081.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -796129.687500 Penalty: 4358.460938
	Iteration 16Q: 3 clusters Score -796129.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -796165.687500 Penalty: 4358.460938
	Iteration 17Q: 3 clusters Score -796165.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -796196.812500 Penalty: 4358.460938
	Iteration 18Q: 3 clusters Score -796196.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -796216.812500 Penalty: 4358.460938
	Iteration 19Q: 3 clusters Score -796216.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -796240.250000 Penalty: 4358.460938
	Iteration 20F: 3 clusters Score -796240.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -796266.562500 Penalty: 4358.460938
	Iteration 21Q: 3 clusters Score -796266.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -796283.562500 Penalty: 4358.460938
	Iteration 22Q: 3 clusters Score -796283.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -796299.875000 Penalty: 4358.460938
	Iteration 23Q: 3 clusters Score -796299.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -796306.500000 Penalty: 4358.460938
	Iteration 24Q: 3 clusters Score -796306.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -796311.875000 Penalty: 4358.460938
	Iteration 25Q: 3 clusters Score -796311.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -796313.062500 Penalty: 4358.460938
	Iteration 26Q: 3 clusters Score -796313.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -796313.375000 Penalty: 4358.460938
	Iteration 27Q: 3 clusters Score -796313.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -796313.687500 Penalty: 4358.460938
	Iteration 28Q: 3 clusters Score -796313.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -796313.687500 Penalty: 4358.460938
	Iteration 29F: 3 clusters Score -796313.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (38274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38274 members 
Entering Unmasked Estep 
Score: -4543175.000000 Penalty: 2617.026611
	Iteration 0F: 2 clusters Score -4543175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -4517099.500000 Penalty: 5234.053223
	Iteration 0F: 3 clusters Score -4517100 nChanged 17559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -4527222.000000 Penalty: 5234.053223
	Iteration 1F: 3 clusters Score -4527222 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -4528225.500000 Penalty: 5234.053223
	Iteration 2F: 3 clusters Score -4528226 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -4529519.500000 Penalty: 5234.053223
	Iteration 3F: 3 clusters Score -4529520 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -4531359.500000 Penalty: 5234.053223
	Iteration 4F: 3 clusters Score -4531360 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 29998 members 
Entering Unmasked Estep 
Score: -4533733.000000 Penalty: 5234.053223
	Iteration 5F: 3 clusters Score -4533733 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 32637 members 
Entering Unmasked Estep 
Score: -4536174.000000 Penalty: 5234.053223
	Iteration 6F: 3 clusters Score -4536174 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -4538210.000000 Penalty: 5234.053223
	Iteration 7F: 3 clusters Score -4538210 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 36216 members 
Entering Unmasked Estep 
Score: -4539507.000000 Penalty: 5234.053223
	Iteration 8Q: 3 clusters Score -4539507 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 36984 members 
Entering Unmasked Estep 
Score: -4540177.000000 Penalty: 5234.053223
	Iteration 9Q: 3 clusters Score -4540177 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 37375 members 
Entering Unmasked Estep 
Score: -4540523.500000 Penalty: 5234.053223
	Iteration 10Q: 3 clusters Score -4540524 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 37538 members 
Entering Unmasked Estep 
Score: -4540693.500000 Penalty: 5234.053223
	Iteration 11Q: 3 clusters Score -4540694 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 37619 members 
Entering Unmasked Estep 
Score: -4540787.500000 Penalty: 5234.053223
	Iteration 12Q: 3 clusters Score -4540788 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -4540826.000000 Penalty: 5234.053223
	Iteration 13Q: 3 clusters Score -4540826 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 37694 members 
Entering Unmasked Estep 
Score: -4540865.000000 Penalty: 5234.053223
	Iteration 14Q: 3 clusters Score -4540865 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 37726 members 
Entering Unmasked Estep 
Score: -4540909.000000 Penalty: 5234.053223
	Iteration 15Q: 3 clusters Score -4540909 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 37738 members 
Entering Unmasked Estep 
Score: -4540932.000000 Penalty: 5234.053223
	Iteration 16Q: 3 clusters Score -4540932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 37748 members 
Entering Unmasked Estep 
Score: -4540936.000000 Penalty: 5234.053223
	Iteration 17Q: 3 clusters Score -4540936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 37755 members 
Entering Unmasked Estep 
Score: -4540945.000000 Penalty: 5234.053223
	Iteration 18Q: 3 clusters Score -4540945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 37756 members 
Entering Unmasked Estep 
Score: -4540947.000000 Penalty: 5234.053223
	Iteration 19Q: 3 clusters Score -4540947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 37758 members 
Entering Unmasked Estep 
Score: -4540948.500000 Penalty: 5234.053223
	Iteration 20F: 3 clusters Score -4540948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 37762 members 
Entering Unmasked Estep 
Score: -4540942.000000 Penalty: 5234.053223
	Iteration 21Q: 3 clusters Score -4540942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 37764 members 
Entering Unmasked Estep 
Score: -4540942.000000 Penalty: 5234.053223
	Iteration 22Q: 3 clusters Score -4540942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 37765 members 
Entering Unmasked Estep 
Score: -4540948.500000 Penalty: 5234.053223
	Iteration 23Q: 3 clusters Score -4540948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 37772 members 
Entering Unmasked Estep 
Score: -4540954.000000 Penalty: 5234.053223
	Iteration 24Q: 3 clusters Score -4540954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 37776 members 
Entering Unmasked Estep 
Score: -4540960.500000 Penalty: 5234.053223
	Iteration 25Q: 3 clusters Score -4540960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 37775 members 
Entering Unmasked Estep 
Score: -4540959.500000 Penalty: 5234.053223
	Iteration 26Q: 3 clusters Score -4540960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 37772 members 
Entering Unmasked Estep 
Score: -4540962.000000 Penalty: 5234.053223
	Iteration 27Q: 3 clusters Score -4540962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 37774 members 
Entering Unmasked Estep 
Score: -4540961.500000 Penalty: 5234.053223
	Iteration 28Q: 3 clusters Score -4540962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 37777 members 
Entering Unmasked Estep 
Score: -4540965.500000 Penalty: 5234.053223
	Iteration 29Q: 3 clusters Score -4540966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 37781 members 
Entering Unmasked Estep 
Score: -4540966.000000 Penalty: 5234.053223
	Iteration 30Q: 3 clusters Score -4540966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 37784 members 
Entering Unmasked Estep 
Score: -4540971.000000 Penalty: 5234.053223
	Iteration 31Q: 3 clusters Score -4540971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 37786 members 
Entering Unmasked Estep 
Score: -4540975.500000 Penalty: 5234.053223
	Iteration 32Q: 3 clusters Score -4540976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -4540972.500000 Penalty: 5234.053223
	Iteration 33Q: 3 clusters Score -4540972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 37789 members 
Entering Unmasked Estep 
Score: -4540977.500000 Penalty: 5234.053223
	Iteration 34Q: 3 clusters Score -4540978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 37790 members 
Entering Unmasked Estep 
Score: -4540981.000000 Penalty: 5234.053223
	Iteration 35Q: 3 clusters Score -4540981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 37790 members 
Entering Unmasked Estep 
Score: -4540981.000000 Penalty: 5234.053223
	Iteration 36F: 3 clusters Score -4540981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Entering Unmasked Estep 
Score: -1000377.875000 Penalty: 2250.906982
	Iteration 0F: 2 clusters Score -1000378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -993550.250000 Penalty: 4501.813965
	Iteration 0F: 3 clusters Score -993550.2 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -995543.187500 Penalty: 4501.813965
	Iteration 1F: 3 clusters Score -995543.2 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -995985.812500 Penalty: 4501.813965
	Iteration 2F: 3 clusters Score -995985.8 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -996467.437500 Penalty: 4501.813965
	Iteration 3F: 3 clusters Score -996467.4 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -996972.250000 Penalty: 4501.813965
	Iteration 4F: 3 clusters Score -996972.2 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -997461.937500 Penalty: 4501.813965
	Iteration 5F: 3 clusters Score -997461.9 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -997896.562500 Penalty: 4501.813965
	Iteration 6F: 3 clusters Score -997896.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -998204.000000 Penalty: 4501.813965
	Iteration 7Q: 3 clusters Score -998204 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -998418.500000 Penalty: 4501.813965
	Iteration 8Q: 3 clusters Score -998418.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -998544.187500 Penalty: 4501.813965
	Iteration 9Q: 3 clusters Score -998544.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -998646.625000 Penalty: 4501.813965
	Iteration 10Q: 3 clusters Score -998646.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -998754.875000 Penalty: 4501.813965
	Iteration 11Q: 3 clusters Score -998754.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -998886.625000 Penalty: 4501.813965
	Iteration 12Q: 3 clusters Score -998886.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -999049.937500 Penalty: 4501.813965
	Iteration 13Q: 3 clusters Score -999049.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -999275.687500 Penalty: 4501.813965
	Iteration 14Q: 3 clusters Score -999275.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -999494.687500 Penalty: 4501.813965
	Iteration 15Q: 3 clusters Score -999494.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -999685.812500 Penalty: 4501.813965
	Iteration 16Q: 3 clusters Score -999685.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -999817.187500 Penalty: 4501.813965
	Iteration 17Q: 3 clusters Score -999817.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -999882.062500 Penalty: 4501.813965
	Iteration 18Q: 3 clusters Score -999882.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -999922.375000 Penalty: 4501.813965
	Iteration 19Q: 3 clusters Score -999922.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -999944.687500 Penalty: 4501.813965
	Iteration 20F: 3 clusters Score -999944.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -999957.437500 Penalty: 4501.813965
	Iteration 21Q: 3 clusters Score -999957.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -999965.875000 Penalty: 4501.813965
	Iteration 22Q: 3 clusters Score -999965.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -999970.250000 Penalty: 4501.813965
	Iteration 23Q: 3 clusters Score -999970.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -999980.312500 Penalty: 4501.813965
	Iteration 24Q: 3 clusters Score -999980.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -999984.187500 Penalty: 4501.813965
	Iteration 25Q: 3 clusters Score -999984.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -999988.437500 Penalty: 4501.813965
	Iteration 26Q: 3 clusters Score -999988.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -999987.562500 Penalty: 4501.813965
	Iteration 27Q: 3 clusters Score -999987.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -999986.250000 Penalty: 4501.813965
	Iteration 28Q: 3 clusters Score -999986.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -999991.250000 Penalty: 4501.813965
	Iteration 29Q: 3 clusters Score -999991.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -999995.187500 Penalty: 4501.813965
	Iteration 30Q: 3 clusters Score -999995.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -999997.375000 Penalty: 4501.813965
	Iteration 31Q: 3 clusters Score -999997.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -999996.562500 Penalty: 4501.813965
	Iteration 32Q: 3 clusters Score -999996.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -999994.312500 Penalty: 4501.813965
	Iteration 33Q: 3 clusters Score -999994.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -999997.812500 Penalty: 4501.813965
	Iteration 34Q: 3 clusters Score -999997.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1000001.250000 Penalty: 4501.813965
	Iteration 35Q: 3 clusters Score -1000001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1000005.125000 Penalty: 4501.813965
	Iteration 36Q: 3 clusters Score -1000005 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1000006.937500 Penalty: 4501.813965
	Iteration 37Q: 3 clusters Score -1000007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1000012.062500 Penalty: 4501.813965
	Iteration 38Q: 3 clusters Score -1000012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1000018.125000 Penalty: 4501.813965
	Iteration 39Q: 3 clusters Score -1000018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1000017.625000 Penalty: 4501.813965
	Iteration 40F: 3 clusters Score -1000018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1000019.875000 Penalty: 4501.813965
	Iteration 41Q: 3 clusters Score -1000020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1000025.500000 Penalty: 4501.813965
	Iteration 42Q: 3 clusters Score -1000026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1000030.625000 Penalty: 4501.813965
	Iteration 43Q: 3 clusters Score -1000031 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1000036.750000 Penalty: 4501.813965
	Iteration 44Q: 3 clusters Score -1000037 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1000044.187500 Penalty: 4501.813965
	Iteration 45Q: 3 clusters Score -1000044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1000047.937500 Penalty: 4501.813965
	Iteration 46Q: 3 clusters Score -1000048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1000052.187500 Penalty: 4501.813965
	Iteration 47Q: 3 clusters Score -1000052 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1000060.937500 Penalty: 4501.813965
	Iteration 48Q: 3 clusters Score -1000061 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1000066.125000 Penalty: 4501.813965
	Iteration 49Q: 3 clusters Score -1000066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1000075.375000 Penalty: 4501.813965
	Iteration 50Q: 3 clusters Score -1000075 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1000081.687500 Penalty: 4501.813965
	Iteration 51Q: 3 clusters Score -1000082 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1000092.437500 Penalty: 4501.813965
	Iteration 52Q: 3 clusters Score -1000092 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1000104.937500 Penalty: 4501.813965
	Iteration 53Q: 3 clusters Score -1000105 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1000112.812500 Penalty: 4501.813965
	Iteration 54Q: 3 clusters Score -1000113 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1000128.000000 Penalty: 4501.813965
	Iteration 55Q: 3 clusters Score -1000128 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1000149.375000 Penalty: 4501.813965
	Iteration 56Q: 3 clusters Score -1000149 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1000178.875000 Penalty: 4501.813965
	Iteration 57Q: 3 clusters Score -1000179 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1000215.437500 Penalty: 4501.813965
	Iteration 58Q: 3 clusters Score -1000215 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1000241.062500 Penalty: 4501.813965
	Iteration 59Q: 3 clusters Score -1000241 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1000255.812500 Penalty: 4501.813965
	Iteration 60F: 3 clusters Score -1000256 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1000270.125000 Penalty: 4501.813965
	Iteration 61Q: 3 clusters Score -1000270 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1000282.687500 Penalty: 4501.813965
	Iteration 62Q: 3 clusters Score -1000283 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1000294.000000 Penalty: 4501.813965
	Iteration 63Q: 3 clusters Score -1000294 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1000300.687500 Penalty: 4501.813965
	Iteration 64Q: 3 clusters Score -1000301 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1000316.062500 Penalty: 4501.813965
	Iteration 65Q: 3 clusters Score -1000316 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1000335.062500 Penalty: 4501.813965
	Iteration 66Q: 3 clusters Score -1000335 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1000364.500000 Penalty: 4501.813965
	Iteration 67Q: 3 clusters Score -1000364 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1000410.000000 Penalty: 4501.813965
	Iteration 68Q: 3 clusters Score -1000410 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1000450.687500 Penalty: 4501.813965
	Iteration 69Q: 3 clusters Score -1000451 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1000480.500000 Penalty: 4501.813965
	Iteration 70Q: 3 clusters Score -1000480 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1000514.437500 Penalty: 4501.813965
	Iteration 71Q: 3 clusters Score -1000514 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1000539.812500 Penalty: 4501.813965
	Iteration 72Q: 3 clusters Score -1000540 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1000565.812500 Penalty: 4501.813965
	Iteration 73Q: 3 clusters Score -1000566 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1000589.125000 Penalty: 4501.813965
	Iteration 74Q: 3 clusters Score -1000589 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1000608.437500 Penalty: 4501.813965
	Iteration 75Q: 3 clusters Score -1000608 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1000642.937500 Penalty: 4501.813965
	Iteration 76Q: 3 clusters Score -1000643 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1000666.687500 Penalty: 4501.813965
	Iteration 77Q: 3 clusters Score -1000667 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1000683.500000 Penalty: 4501.813965
	Iteration 78Q: 3 clusters Score -1000684 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1000689.562500 Penalty: 4501.813965
	Iteration 79Q: 3 clusters Score -1000690 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1000700.687500 Penalty: 4501.813965
	Iteration 80F: 3 clusters Score -1000701 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1000710.375000 Penalty: 4501.813965
	Iteration 81Q: 3 clusters Score -1000710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1000720.812500 Penalty: 4501.813965
	Iteration 82Q: 3 clusters Score -1000721 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1000729.375000 Penalty: 4501.813965
	Iteration 83Q: 3 clusters Score -1000729 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1000735.625000 Penalty: 4501.813965
	Iteration 84Q: 3 clusters Score -1000736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1000740.437500 Penalty: 4501.813965
	Iteration 85Q: 3 clusters Score -1000740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1000742.000000 Penalty: 4501.813965
	Iteration 86Q: 3 clusters Score -1000742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1000747.562500 Penalty: 4501.813965
	Iteration 87Q: 3 clusters Score -1000748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1000750.187500 Penalty: 4501.813965
	Iteration 88Q: 3 clusters Score -1000750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1000754.750000 Penalty: 4501.813965
	Iteration 89Q: 3 clusters Score -1000755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1000757.000000 Penalty: 4501.813965
	Iteration 90Q: 3 clusters Score -1000757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1000758.375000 Penalty: 4501.813965
	Iteration 91Q: 3 clusters Score -1000758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1000758.625000 Penalty: 4501.813965
	Iteration 92Q: 3 clusters Score -1000759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1000759.125000 Penalty: 4501.813965
	Iteration 93Q: 3 clusters Score -1000759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1000762.875000 Penalty: 4501.813965
	Iteration 94Q: 3 clusters Score -1000763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1000763.875000 Penalty: 4501.813965
	Iteration 95Q: 3 clusters Score -1000764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1000766.062500 Penalty: 4501.813965
	Iteration 96Q: 3 clusters Score -1000766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1000767.187500 Penalty: 4501.813965
	Iteration 97Q: 3 clusters Score -1000767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1000769.750000 Penalty: 4501.813965
	Iteration 98Q: 3 clusters Score -1000770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1000769.562500 Penalty: 4501.813965
	Iteration 99Q: 3 clusters Score -1000770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1000772.312500 Penalty: 4501.813965
	Iteration 100F: 3 clusters Score -1000772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1000770.437500 Penalty: 4501.813965
	Iteration 101Q: 3 clusters Score -1000770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1000772.937500 Penalty: 4501.813965
	Iteration 102Q: 3 clusters Score -1000773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1000777.812500 Penalty: 4501.813965
	Iteration 103Q: 3 clusters Score -1000778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1000777.562500 Penalty: 4501.813965
	Iteration 104Q: 3 clusters Score -1000778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1000776.375000 Penalty: 4501.813965
	Iteration 105Q: 3 clusters Score -1000776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1000777.312500 Penalty: 4501.813965
	Iteration 106Q: 3 clusters Score -1000777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1000781.062500 Penalty: 4501.813965
	Iteration 107Q: 3 clusters Score -1000781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1000778.562500 Penalty: 4501.813965
	Iteration 108Q: 3 clusters Score -1000779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1000781.375000 Penalty: 4501.813965
	Iteration 109Q: 3 clusters Score -1000781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1000783.000000 Penalty: 4501.813965
	Iteration 110Q: 3 clusters Score -1000783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1000783.125000 Penalty: 4501.813965
	Iteration 111Q: 3 clusters Score -1000783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1000784.250000 Penalty: 4501.813965
	Iteration 112Q: 3 clusters Score -1000784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1000782.312500 Penalty: 4501.813965
	Iteration 113Q: 3 clusters Score -1000782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1000782.750000 Penalty: 4501.813965
	Iteration 114Q: 3 clusters Score -1000783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1000782.750000 Penalty: 4501.813965
	Iteration 115F: 3 clusters Score -1000783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58585 members 
Mstep: Class 2 contains 156422 members 
Mstep: Class 3 contains 7359 members 
Mstep: Class 4 contains 179722 members 
Mstep: Class 5 contains 11203 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31693 members 
Mstep: Class 8 contains 25852 members 
Mstep: Class 9 contains 187999 members 
Mstep: Class 10 contains 6550 members 
Mstep: Class 11 contains 38274 members 
Mstep: Class 12 contains 2219 members 
Mstep: Class 13 contains 10515 members 
Mstep: Class 14 contains 8046 members 
Mstep: Class 15 contains 8426 members 
Mstep: Class 16 contains 10526 members 
Mstep: Class 17 contains 69880 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12387 members 
Mstep: Class 20 contains 2951 members 
Mstep: Class 21 contains 277566 members 
Mstep: Class 22 contains 41053 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283060 members 
Mstep: Class 25 contains 16058 members 
Mstep: Class 26 contains 21595 members 
Mstep: Class 27 contains 16647 members 
Mstep: Class 28 contains 11339 members 
Mstep: Class 29 contains 6330 members 
Mstep: Class 30 contains 38359 members 
Mstep: Class 31 contains 2821 members 
Mstep: Class 32 contains 10552 members 
Mstep: Class 33 contains 8091 members 
Mstep: Class 34 contains 221293 members 
Mstep: Class 35 contains 170752 members 
Mstep: Class 36 contains 10324 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10924 members 
Mstep: Class 39 contains 6526 members 
Entering Unmasked Estep 
Score: -235412528.000000 Penalty: 140280.062500
Splitting cluster 12 changes total score from -235413344.000000 to -235412528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (10515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Entering Unmasked Estep 
Score: -1206496.750000 Penalty: 2296.618408
	Iteration 0F: 2 clusters Score -1206497 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 5273 members 
Entering Unmasked Estep 
Score: -1198695.250000 Penalty: 4593.236816
	Iteration 0F: 3 clusters Score -1198695 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1201078.250000 Penalty: 4593.236816
	Iteration 1F: 3 clusters Score -1201078 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1201522.250000 Penalty: 4593.236816
	Iteration 2F: 3 clusters Score -1201522 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1201948.125000 Penalty: 4593.236816
	Iteration 3F: 3 clusters Score -1201948 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1202437.500000 Penalty: 4593.236816
	Iteration 4F: 3 clusters Score -1202438 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1202853.375000 Penalty: 4593.236816
	Iteration 5F: 3 clusters Score -1202853 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1203206.625000 Penalty: 4593.236816
	Iteration 6F: 3 clusters Score -1203207 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1203549.250000 Penalty: 4593.236816
	Iteration 7Q: 3 clusters Score -1203549 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1203898.250000 Penalty: 4593.236816
	Iteration 8Q: 3 clusters Score -1203898 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1204227.000000 Penalty: 4593.236816
	Iteration 9Q: 3 clusters Score -1204227 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1204516.000000 Penalty: 4593.236816
	Iteration 10Q: 3 clusters Score -1204516 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1204742.625000 Penalty: 4593.236816
	Iteration 11Q: 3 clusters Score -1204743 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1204911.375000 Penalty: 4593.236816
	Iteration 12Q: 3 clusters Score -1204911 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1205070.500000 Penalty: 4593.236816
	Iteration 13Q: 3 clusters Score -1205070 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1205213.625000 Penalty: 4593.236816
	Iteration 14Q: 3 clusters Score -1205214 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1205335.625000 Penalty: 4593.236816
	Iteration 15Q: 3 clusters Score -1205336 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1205419.625000 Penalty: 4593.236816
	Iteration 16Q: 3 clusters Score -1205420 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1205492.500000 Penalty: 4593.236816
	Iteration 17Q: 3 clusters Score -1205492 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1205544.625000 Penalty: 4593.236816
	Iteration 18Q: 3 clusters Score -1205545 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1205563.875000 Penalty: 4593.236816
	Iteration 19Q: 3 clusters Score -1205564 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1205575.625000 Penalty: 4593.236816
	Iteration 20F: 3 clusters Score -1205576 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1205579.250000 Penalty: 4593.236816
	Iteration 21Q: 3 clusters Score -1205579 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1205587.125000 Penalty: 4593.236816
	Iteration 22Q: 3 clusters Score -1205587 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1205588.125000 Penalty: 4593.236816
	Iteration 23Q: 3 clusters Score -1205588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1205591.625000 Penalty: 4593.236816
	Iteration 24Q: 3 clusters Score -1205592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1205593.500000 Penalty: 4593.236816
	Iteration 25Q: 3 clusters Score -1205594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1205591.375000 Penalty: 4593.236816
	Iteration 26Q: 3 clusters Score -1205591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1205592.375000 Penalty: 4593.236816
	Iteration 27Q: 3 clusters Score -1205592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1205592.500000 Penalty: 4593.236816
	Iteration 28Q: 3 clusters Score -1205592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1205593.125000 Penalty: 4593.236816
	Iteration 29Q: 3 clusters Score -1205593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1205593.125000 Penalty: 4593.236816
	Iteration 30F: 3 clusters Score -1205593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Entering Unmasked Estep 
Score: -906138.375000 Penalty: 2230.246826
	Iteration 0F: 2 clusters Score -906138.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -899765.437500 Penalty: 4460.493652
	Iteration 0F: 3 clusters Score -899765.4 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -901514.687500 Penalty: 4460.493652
	Iteration 1F: 3 clusters Score -901514.7 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -901761.062500 Penalty: 4460.493652
	Iteration 2F: 3 clusters Score -901761.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -901932.625000 Penalty: 4460.493652
	Iteration 3Q: 3 clusters Score -901932.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -902064.375000 Penalty: 4460.493652
	Iteration 4Q: 3 clusters Score -902064.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -902191.062500 Penalty: 4460.493652
	Iteration 5Q: 3 clusters Score -902191.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -902338.250000 Penalty: 4460.493652
	Iteration 6Q: 3 clusters Score -902338.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -902518.500000 Penalty: 4460.493652
	Iteration 7Q: 3 clusters Score -902518.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -902740.562500 Penalty: 4460.493652
	Iteration 8Q: 3 clusters Score -902740.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -903036.812500 Penalty: 4460.493652
	Iteration 9Q: 3 clusters Score -903036.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -903351.937500 Penalty: 4460.493652
	Iteration 10F: 3 clusters Score -903351.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -903644.875000 Penalty: 4460.493652
	Iteration 11Q: 3 clusters Score -903644.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -903910.750000 Penalty: 4460.493652
	Iteration 12Q: 3 clusters Score -903910.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -904124.937500 Penalty: 4460.493652
	Iteration 13Q: 3 clusters Score -904124.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -904290.187500 Penalty: 4460.493652
	Iteration 14Q: 3 clusters Score -904290.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -904406.250000 Penalty: 4460.493652
	Iteration 15Q: 3 clusters Score -904406.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -904494.687500 Penalty: 4460.493652
	Iteration 16Q: 3 clusters Score -904494.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -904558.125000 Penalty: 4460.493652
	Iteration 17Q: 3 clusters Score -904558.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -904609.812500 Penalty: 4460.493652
	Iteration 18Q: 3 clusters Score -904609.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -904639.625000 Penalty: 4460.493652
	Iteration 19Q: 3 clusters Score -904639.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -904663.062500 Penalty: 4460.493652
	Iteration 20F: 3 clusters Score -904663.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -904677.687500 Penalty: 4460.493652
	Iteration 21Q: 3 clusters Score -904677.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -904690.875000 Penalty: 4460.493652
	Iteration 22Q: 3 clusters Score -904690.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -904701.000000 Penalty: 4460.493652
	Iteration 23Q: 3 clusters Score -904701 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -904710.375000 Penalty: 4460.493652
	Iteration 24Q: 3 clusters Score -904710.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -904716.562500 Penalty: 4460.493652
	Iteration 25Q: 3 clusters Score -904716.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -904719.375000 Penalty: 4460.493652
	Iteration 26Q: 3 clusters Score -904719.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -904721.750000 Penalty: 4460.493652
	Iteration 27Q: 3 clusters Score -904721.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -904723.562500 Penalty: 4460.493652
	Iteration 28Q: 3 clusters Score -904723.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -904726.625000 Penalty: 4460.493652
	Iteration 29Q: 3 clusters Score -904726.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -904728.625000 Penalty: 4460.493652
	Iteration 30Q: 3 clusters Score -904728.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -904728.937500 Penalty: 4460.493652
	Iteration 31Q: 3 clusters Score -904728.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -904729.750000 Penalty: 4460.493652
	Iteration 32Q: 3 clusters Score -904729.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -904729.750000 Penalty: 4460.493652
	Iteration 33F: 3 clusters Score -904729.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Entering Unmasked Estep 
Score: -940469.125000 Penalty: 2241.691406
	Iteration 0F: 2 clusters Score -940469.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -933867.750000 Penalty: 4483.382812
	Iteration 0F: 3 clusters Score -933867.8 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -936206.187500 Penalty: 4483.382812
	Iteration 1F: 3 clusters Score -936206.2 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -937043.437500 Penalty: 4483.382812
	Iteration 2F: 3 clusters Score -937043.4 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -938020.562500 Penalty: 4483.382812
	Iteration 3F: 3 clusters Score -938020.6 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -938961.312500 Penalty: 4483.382812
	Iteration 4F: 3 clusters Score -938961.3 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -939706.687500 Penalty: 4483.382812
	Iteration 5F: 3 clusters Score -939706.7 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -940237.562500 Penalty: 4483.382812
	Iteration 6F: 3 clusters Score -940237.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -940543.437500 Penalty: 4483.382812
	Iteration 7Q: 3 clusters Score -940543.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -940765.312500 Penalty: 4483.382812
	Iteration 8Q: 3 clusters Score -940765.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -940948.687500 Penalty: 4483.382812
	Iteration 9Q: 3 clusters Score -940948.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -941090.562500 Penalty: 4483.382812
	Iteration 10Q: 3 clusters Score -941090.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -941198.187500 Penalty: 4483.382812
	Iteration 11Q: 3 clusters Score -941198.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -941269.562500 Penalty: 4483.382812
	Iteration 12Q: 3 clusters Score -941269.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -941315.937500 Penalty: 4483.382812
	Iteration 13Q: 3 clusters Score -941315.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -941345.125000 Penalty: 4483.382812
	Iteration 14Q: 3 clusters Score -941345.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -941368.500000 Penalty: 4483.382812
	Iteration 15Q: 3 clusters Score -941368.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -941381.187500 Penalty: 4483.382812
	Iteration 16Q: 3 clusters Score -941381.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -941387.687500 Penalty: 4483.382812
	Iteration 17Q: 3 clusters Score -941387.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -941392.312500 Penalty: 4483.382812
	Iteration 18Q: 3 clusters Score -941392.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -941399.000000 Penalty: 4483.382812
	Iteration 19Q: 3 clusters Score -941399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -941399.687500 Penalty: 4483.382812
	Iteration 20F: 3 clusters Score -941399.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -941400.437500 Penalty: 4483.382812
	Iteration 21Q: 3 clusters Score -941400.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -941404.562500 Penalty: 4483.382812
	Iteration 22Q: 3 clusters Score -941404.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -941404.187500 Penalty: 4483.382812
	Iteration 23Q: 3 clusters Score -941404.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -941405.562500 Penalty: 4483.382812
	Iteration 24Q: 3 clusters Score -941405.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -941407.875000 Penalty: 4483.382812
	Iteration 25Q: 3 clusters Score -941407.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -941407.125000 Penalty: 4483.382812
	Iteration 26Q: 3 clusters Score -941407.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -941406.625000 Penalty: 4483.382812
	Iteration 27Q: 3 clusters Score -941406.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -941406.625000 Penalty: 4483.382812
	Iteration 28F: 3 clusters Score -941406.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58585 members 
Mstep: Class 2 contains 156422 members 
Mstep: Class 3 contains 7359 members 
Mstep: Class 4 contains 179722 members 
Mstep: Class 5 contains 11203 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31693 members 
Mstep: Class 8 contains 25852 members 
Mstep: Class 9 contains 187999 members 
Mstep: Class 10 contains 6550 members 
Mstep: Class 11 contains 38274 members 
Mstep: Class 12 contains 8745 members 
Mstep: Class 13 contains 10515 members 
Mstep: Class 14 contains 8046 members 
Mstep: Class 15 contains 7765 members 
Mstep: Class 16 contains 10526 members 
Mstep: Class 17 contains 69880 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12387 members 
Mstep: Class 20 contains 2951 members 
Mstep: Class 21 contains 277566 members 
Mstep: Class 22 contains 41053 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283060 members 
Mstep: Class 25 contains 16058 members 
Mstep: Class 26 contains 21595 members 
Mstep: Class 27 contains 16647 members 
Mstep: Class 28 contains 11339 members 
Mstep: Class 29 contains 6330 members 
Mstep: Class 30 contains 38359 members 
Mstep: Class 31 contains 2821 members 
Mstep: Class 32 contains 10552 members 
Mstep: Class 33 contains 8091 members 
Mstep: Class 34 contains 221293 members 
Mstep: Class 35 contains 170752 members 
Mstep: Class 36 contains 10324 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10924 members 
Mstep: Class 39 contains 661 members 
Entering Unmasked Estep 
Score: -235412432.000000 Penalty: 140280.062500
Splitting cluster 15 changes total score from -235413344.000000 to -235412432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (10526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Entering Unmasked Estep 
Score: -1199924.250000 Penalty: 2296.877686
	Iteration 0F: 2 clusters Score -1199924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1192017.000000 Penalty: 4593.755371
	Iteration 0F: 3 clusters Score -1192017 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1194295.500000 Penalty: 4593.755371
	Iteration 1F: 3 clusters Score -1194296 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1194689.125000 Penalty: 4593.755371
	Iteration 2F: 3 clusters Score -1194689 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1195031.250000 Penalty: 4593.755371
	Iteration 3F: 3 clusters Score -1195031 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1195356.750000 Penalty: 4593.755371
	Iteration 4F: 3 clusters Score -1195357 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1195610.500000 Penalty: 4593.755371
	Iteration 5Q: 3 clusters Score -1195610 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1195811.375000 Penalty: 4593.755371
	Iteration 6Q: 3 clusters Score -1195811 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1195995.750000 Penalty: 4593.755371
	Iteration 7Q: 3 clusters Score -1195996 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1196164.625000 Penalty: 4593.755371
	Iteration 8Q: 3 clusters Score -1196165 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1196321.625000 Penalty: 4593.755371
	Iteration 9Q: 3 clusters Score -1196322 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1196488.000000 Penalty: 4593.755371
	Iteration 10Q: 3 clusters Score -1196488 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1196622.875000 Penalty: 4593.755371
	Iteration 11Q: 3 clusters Score -1196623 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1196751.250000 Penalty: 4593.755371
	Iteration 12Q: 3 clusters Score -1196751 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1196888.375000 Penalty: 4593.755371
	Iteration 13Q: 3 clusters Score -1196888 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1197001.375000 Penalty: 4593.755371
	Iteration 14Q: 3 clusters Score -1197001 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1197101.375000 Penalty: 4593.755371
	Iteration 15Q: 3 clusters Score -1197101 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1197187.625000 Penalty: 4593.755371
	Iteration 16Q: 3 clusters Score -1197188 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1197260.625000 Penalty: 4593.755371
	Iteration 17Q: 3 clusters Score -1197261 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1197342.000000 Penalty: 4593.755371
	Iteration 18Q: 3 clusters Score -1197342 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1197423.750000 Penalty: 4593.755371
	Iteration 19Q: 3 clusters Score -1197424 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1197489.500000 Penalty: 4593.755371
	Iteration 20F: 3 clusters Score -1197490 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1197545.625000 Penalty: 4593.755371
	Iteration 21Q: 3 clusters Score -1197546 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1197597.375000 Penalty: 4593.755371
	Iteration 22Q: 3 clusters Score -1197597 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1197639.750000 Penalty: 4593.755371
	Iteration 23Q: 3 clusters Score -1197640 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1197670.375000 Penalty: 4593.755371
	Iteration 24Q: 3 clusters Score -1197670 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1197712.875000 Penalty: 4593.755371
	Iteration 25Q: 3 clusters Score -1197713 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1197749.750000 Penalty: 4593.755371
	Iteration 26Q: 3 clusters Score -1197750 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1197791.875000 Penalty: 4593.755371
	Iteration 27Q: 3 clusters Score -1197792 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1197851.750000 Penalty: 4593.755371
	Iteration 28Q: 3 clusters Score -1197852 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1197910.375000 Penalty: 4593.755371
	Iteration 29Q: 3 clusters Score -1197910 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1197961.875000 Penalty: 4593.755371
	Iteration 30Q: 3 clusters Score -1197962 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1198019.250000 Penalty: 4593.755371
	Iteration 31Q: 3 clusters Score -1198019 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1198075.250000 Penalty: 4593.755371
	Iteration 32Q: 3 clusters Score -1198075 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1198103.375000 Penalty: 4593.755371
	Iteration 33Q: 3 clusters Score -1198103 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1198121.250000 Penalty: 4593.755371
	Iteration 34Q: 3 clusters Score -1198121 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1198135.500000 Penalty: 4593.755371
	Iteration 35Q: 3 clusters Score -1198136 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1198145.500000 Penalty: 4593.755371
	Iteration 36Q: 3 clusters Score -1198146 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1198156.000000 Penalty: 4593.755371
	Iteration 37Q: 3 clusters Score -1198156 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1198162.125000 Penalty: 4593.755371
	Iteration 38Q: 3 clusters Score -1198162 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1198168.250000 Penalty: 4593.755371
	Iteration 39Q: 3 clusters Score -1198168 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1198172.375000 Penalty: 4593.755371
	Iteration 40F: 3 clusters Score -1198172 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1198176.500000 Penalty: 4593.755371
	Iteration 41Q: 3 clusters Score -1198176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1198181.625000 Penalty: 4593.755371
	Iteration 42Q: 3 clusters Score -1198182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1198185.375000 Penalty: 4593.755371
	Iteration 43Q: 3 clusters Score -1198185 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1198191.125000 Penalty: 4593.755371
	Iteration 44Q: 3 clusters Score -1198191 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1198196.250000 Penalty: 4593.755371
	Iteration 45Q: 3 clusters Score -1198196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1198207.375000 Penalty: 4593.755371
	Iteration 46Q: 3 clusters Score -1198207 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1198215.125000 Penalty: 4593.755371
	Iteration 47Q: 3 clusters Score -1198215 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1198226.625000 Penalty: 4593.755371
	Iteration 48Q: 3 clusters Score -1198227 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1198240.250000 Penalty: 4593.755371
	Iteration 49Q: 3 clusters Score -1198240 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1198247.750000 Penalty: 4593.755371
	Iteration 50Q: 3 clusters Score -1198248 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1198256.000000 Penalty: 4593.755371
	Iteration 51Q: 3 clusters Score -1198256 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1198267.875000 Penalty: 4593.755371
	Iteration 52Q: 3 clusters Score -1198268 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1198278.875000 Penalty: 4593.755371
	Iteration 53Q: 3 clusters Score -1198279 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1198287.500000 Penalty: 4593.755371
	Iteration 54Q: 3 clusters Score -1198288 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1198293.500000 Penalty: 4593.755371
	Iteration 55Q: 3 clusters Score -1198294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1198295.875000 Penalty: 4593.755371
	Iteration 56Q: 3 clusters Score -1198296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1198300.750000 Penalty: 4593.755371
	Iteration 57Q: 3 clusters Score -1198301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1198301.875000 Penalty: 4593.755371
	Iteration 58Q: 3 clusters Score -1198302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1198308.500000 Penalty: 4593.755371
	Iteration 59Q: 3 clusters Score -1198308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1198313.625000 Penalty: 4593.755371
	Iteration 60F: 3 clusters Score -1198314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1198317.375000 Penalty: 4593.755371
	Iteration 61Q: 3 clusters Score -1198317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1198317.375000 Penalty: 4593.755371
	Iteration 62Q: 3 clusters Score -1198317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1198317.500000 Penalty: 4593.755371
	Iteration 63Q: 3 clusters Score -1198318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1198317.875000 Penalty: 4593.755371
	Iteration 64Q: 3 clusters Score -1198318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1198320.500000 Penalty: 4593.755371
	Iteration 65Q: 3 clusters Score -1198320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1198322.875000 Penalty: 4593.755371
	Iteration 66Q: 3 clusters Score -1198323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1198322.500000 Penalty: 4593.755371
	Iteration 67Q: 3 clusters Score -1198322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1198326.250000 Penalty: 4593.755371
	Iteration 68Q: 3 clusters Score -1198326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1198326.500000 Penalty: 4593.755371
	Iteration 69Q: 3 clusters Score -1198326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1198327.750000 Penalty: 4593.755371
	Iteration 70Q: 3 clusters Score -1198328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1198326.875000 Penalty: 4593.755371
	Iteration 71Q: 3 clusters Score -1198327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1198327.375000 Penalty: 4593.755371
	Iteration 72Q: 3 clusters Score -1198327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1198330.000000 Penalty: 4593.755371
	Iteration 73Q: 3 clusters Score -1198330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1198328.875000 Penalty: 4593.755371
	Iteration 74Q: 3 clusters Score -1198329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1198329.250000 Penalty: 4593.755371
	Iteration 75Q: 3 clusters Score -1198329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1198330.750000 Penalty: 4593.755371
	Iteration 76Q: 3 clusters Score -1198331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1198330.250000 Penalty: 4593.755371
	Iteration 77Q: 3 clusters Score -1198330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1198334.250000 Penalty: 4593.755371
	Iteration 78Q: 3 clusters Score -1198334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1198334.250000 Penalty: 4593.755371
	Iteration 79F: 3 clusters Score -1198334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (69880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69880 members 
Entering Unmasked Estep 
Score: -8510867.000000 Penalty: 2766.324463
	Iteration 0F: 2 clusters Score -8510867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35033 members 
Mstep: Class 2 contains 34847 members 
Entering Unmasked Estep 
Score: -8464073.000000 Penalty: 5532.648926
	Iteration 0F: 3 clusters Score -8464073 nChanged 32718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35763 members 
Mstep: Class 2 contains 34117 members 
Entering Unmasked Estep 
Score: -8482534.000000 Penalty: 5532.648926
	Iteration 1F: 3 clusters Score -8482534 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36498 members 
Mstep: Class 2 contains 33382 members 
Entering Unmasked Estep 
Score: -8483416.000000 Penalty: 5532.648926
	Iteration 2Q: 3 clusters Score -8483416 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37667 members 
Mstep: Class 2 contains 32213 members 
Entering Unmasked Estep 
Score: -8484600.000000 Penalty: 5532.648926
	Iteration 3Q: 3 clusters Score -8484600 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39479 members 
Mstep: Class 2 contains 30401 members 
Entering Unmasked Estep 
Score: -8486347.000000 Penalty: 5532.648926
	Iteration 4F: 3 clusters Score -8486347 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42238 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -8489084.000000 Penalty: 5532.648926
	Iteration 5F: 3 clusters Score -8489084 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45740 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -8492746.000000 Penalty: 5532.648926
	Iteration 6F: 3 clusters Score -8492746 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49294 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -8496783.000000 Penalty: 5532.648926
	Iteration 7F: 3 clusters Score -8496783 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52280 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -8500321.000000 Penalty: 5532.648926
	Iteration 8F: 3 clusters Score -8500321 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54350 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -8502362.000000 Penalty: 5532.648926
	Iteration 9Q: 3 clusters Score -8502362 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55899 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -8503564.000000 Penalty: 5532.648926
	Iteration 10Q: 3 clusters Score -8503564 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57243 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -8504389.000000 Penalty: 5532.648926
	Iteration 11Q: 3 clusters Score -8504389 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58422 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -8504920.000000 Penalty: 5532.648926
	Iteration 12Q: 3 clusters Score -8504920 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59530 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -8505466.000000 Penalty: 5532.648926
	Iteration 13Q: 3 clusters Score -8505466 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60533 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -8505890.000000 Penalty: 5532.648926
	Iteration 14Q: 3 clusters Score -8505890 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61454 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -8506243.000000 Penalty: 5532.648926
	Iteration 15Q: 3 clusters Score -8506243 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62289 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -8506562.000000 Penalty: 5532.648926
	Iteration 16Q: 3 clusters Score -8506562 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63036 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -8506846.000000 Penalty: 5532.648926
	Iteration 17Q: 3 clusters Score -8506846 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63714 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -8507065.000000 Penalty: 5532.648926
	Iteration 18Q: 3 clusters Score -8507065 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64300 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -8507271.000000 Penalty: 5532.648926
	Iteration 19Q: 3 clusters Score -8507271 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64831 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -8507505.000000 Penalty: 5532.648926
	Iteration 20F: 3 clusters Score -8507505 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65293 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -8507673.000000 Penalty: 5532.648926
	Iteration 21Q: 3 clusters Score -8507673 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65706 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -8507865.000000 Penalty: 5532.648926
	Iteration 22Q: 3 clusters Score -8507865 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66054 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -8507995.000000 Penalty: 5532.648926
	Iteration 23Q: 3 clusters Score -8507995 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66357 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -8508075.000000 Penalty: 5532.648926
	Iteration 24Q: 3 clusters Score -8508075 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66614 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -8508166.000000 Penalty: 5532.648926
	Iteration 25Q: 3 clusters Score -8508166 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66840 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -8508243.000000 Penalty: 5532.648926
	Iteration 26Q: 3 clusters Score -8508243 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67039 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -8508329.000000 Penalty: 5532.648926
	Iteration 27Q: 3 clusters Score -8508329 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67199 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -8508369.000000 Penalty: 5532.648926
	Iteration 28Q: 3 clusters Score -8508369 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67338 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -8508394.000000 Penalty: 5532.648926
	Iteration 29Q: 3 clusters Score -8508394 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67448 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -8508428.000000 Penalty: 5532.648926
	Iteration 30Q: 3 clusters Score -8508428 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67542 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -8508467.000000 Penalty: 5532.648926
	Iteration 31Q: 3 clusters Score -8508467 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67620 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -8508509.000000 Penalty: 5532.648926
	Iteration 32Q: 3 clusters Score -8508509 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67709 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -8508550.000000 Penalty: 5532.648926
	Iteration 33Q: 3 clusters Score -8508550 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67793 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -8508590.000000 Penalty: 5532.648926
	Iteration 34Q: 3 clusters Score -8508590 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67854 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -8508601.000000 Penalty: 5532.648926
	Iteration 35Q: 3 clusters Score -8508601 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67906 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -8508607.000000 Penalty: 5532.648926
	Iteration 36Q: 3 clusters Score -8508607 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67938 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -8508622.000000 Penalty: 5532.648926
	Iteration 37Q: 3 clusters Score -8508622 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67972 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -8508622.000000 Penalty: 5532.648926
	Iteration 38Q: 3 clusters Score -8508622 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68006 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -8508629.000000 Penalty: 5532.648926
	Iteration 39Q: 3 clusters Score -8508629 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68034 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -8508638.000000 Penalty: 5532.648926
	Iteration 40F: 3 clusters Score -8508638 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68071 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -8508659.000000 Penalty: 5532.648926
	Iteration 41Q: 3 clusters Score -8508659 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68110 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -8508669.000000 Penalty: 5532.648926
	Iteration 42Q: 3 clusters Score -8508669 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68141 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -8508674.000000 Penalty: 5532.648926
	Iteration 43Q: 3 clusters Score -8508674 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68174 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -8508684.000000 Penalty: 5532.648926
	Iteration 44Q: 3 clusters Score -8508684 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68204 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -8508700.000000 Penalty: 5532.648926
	Iteration 45Q: 3 clusters Score -8508700 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68231 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -8508707.000000 Penalty: 5532.648926
	Iteration 46Q: 3 clusters Score -8508707 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68245 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -8508719.000000 Penalty: 5532.648926
	Iteration 47Q: 3 clusters Score -8508719 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68261 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -8508713.000000 Penalty: 5532.648926
	Iteration 48Q: 3 clusters Score -8508713 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68273 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -8508720.000000 Penalty: 5532.648926
	Iteration 49Q: 3 clusters Score -8508720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68283 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -8508728.000000 Penalty: 5532.648926
	Iteration 50Q: 3 clusters Score -8508728 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68297 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -8508726.000000 Penalty: 5532.648926
	Iteration 51Q: 3 clusters Score -8508726 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68312 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -8508738.000000 Penalty: 5532.648926
	Iteration 52Q: 3 clusters Score -8508738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68330 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -8508752.000000 Penalty: 5532.648926
	Iteration 53Q: 3 clusters Score -8508752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68347 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -8508743.000000 Penalty: 5532.648926
	Iteration 54Q: 3 clusters Score -8508743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68355 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -8508753.000000 Penalty: 5532.648926
	Iteration 55Q: 3 clusters Score -8508753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68363 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -8508765.000000 Penalty: 5532.648926
	Iteration 56Q: 3 clusters Score -8508765 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68374 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -8508760.000000 Penalty: 5532.648926
	Iteration 57Q: 3 clusters Score -8508760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68384 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -8508755.000000 Penalty: 5532.648926
	Iteration 58Q: 3 clusters Score -8508755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68390 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -8508769.000000 Penalty: 5532.648926
	Iteration 59Q: 3 clusters Score -8508769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68394 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -8508756.000000 Penalty: 5532.648926
	Iteration 60F: 3 clusters Score -8508756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68397 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -8508761.000000 Penalty: 5532.648926
	Iteration 61Q: 3 clusters Score -8508761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68401 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -8508766.000000 Penalty: 5532.648926
	Iteration 62Q: 3 clusters Score -8508766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68401 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -8508765.000000 Penalty: 5532.648926
	Iteration 63Q: 3 clusters Score -8508765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68402 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -8508767.000000 Penalty: 5532.648926
	Iteration 64Q: 3 clusters Score -8508767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68403 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -8508767.000000 Penalty: 5532.648926
	Iteration 65Q: 3 clusters Score -8508767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68404 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -8508766.000000 Penalty: 5532.648926
	Iteration 66Q: 3 clusters Score -8508766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68405 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -8508769.000000 Penalty: 5532.648926
	Iteration 67Q: 3 clusters Score -8508769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68405 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -8508769.000000 Penalty: 5532.648926
	Iteration 68F: 3 clusters Score -8508769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Entering Unmasked Estep 
Score: -700675.937500 Penalty: 2132.678467
	Iteration 0F: 2 clusters Score -700675.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -695822.375000 Penalty: 4265.356934
	Iteration 0F: 3 clusters Score -695822.4 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -696989.250000 Penalty: 4265.356934
	Iteration 1F: 3 clusters Score -696989.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -697173.875000 Penalty: 4265.356934
	Iteration 2F: 3 clusters Score -697173.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -697290.375000 Penalty: 4265.356934
	Iteration 3Q: 3 clusters Score -697290.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -697368.187500 Penalty: 4265.356934
	Iteration 4Q: 3 clusters Score -697368.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -697430.312500 Penalty: 4265.356934
	Iteration 5Q: 3 clusters Score -697430.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -697492.000000 Penalty: 4265.356934
	Iteration 6Q: 3 clusters Score -697492 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -697554.250000 Penalty: 4265.356934
	Iteration 7Q: 3 clusters Score -697554.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -697612.500000 Penalty: 4265.356934
	Iteration 8Q: 3 clusters Score -697612.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -697664.125000 Penalty: 4265.356934
	Iteration 9Q: 3 clusters Score -697664.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -697708.812500 Penalty: 4265.356934
	Iteration 10Q: 3 clusters Score -697708.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -697746.625000 Penalty: 4265.356934
	Iteration 11Q: 3 clusters Score -697746.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -697789.875000 Penalty: 4265.356934
	Iteration 12Q: 3 clusters Score -697789.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -697826.875000 Penalty: 4265.356934
	Iteration 13Q: 3 clusters Score -697826.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -697866.000000 Penalty: 4265.356934
	Iteration 14Q: 3 clusters Score -697866 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -697905.937500 Penalty: 4265.356934
	Iteration 15Q: 3 clusters Score -697905.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -697951.000000 Penalty: 4265.356934
	Iteration 16Q: 3 clusters Score -697951 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -698002.812500 Penalty: 4265.356934
	Iteration 17Q: 3 clusters Score -698002.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -698058.937500 Penalty: 4265.356934
	Iteration 18Q: 3 clusters Score -698058.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -698111.750000 Penalty: 4265.356934
	Iteration 19Q: 3 clusters Score -698111.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -698168.312500 Penalty: 4265.356934
	Iteration 20F: 3 clusters Score -698168.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -698218.812500 Penalty: 4265.356934
	Iteration 21Q: 3 clusters Score -698218.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -698261.812500 Penalty: 4265.356934
	Iteration 22Q: 3 clusters Score -698261.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -698306.937500 Penalty: 4265.356934
	Iteration 23Q: 3 clusters Score -698306.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -698357.562500 Penalty: 4265.356934
	Iteration 24Q: 3 clusters Score -698357.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -698403.437500 Penalty: 4265.356934
	Iteration 25Q: 3 clusters Score -698403.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -698440.437500 Penalty: 4265.356934
	Iteration 26Q: 3 clusters Score -698440.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -698480.125000 Penalty: 4265.356934
	Iteration 27Q: 3 clusters Score -698480.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -698509.125000 Penalty: 4265.356934
	Iteration 28Q: 3 clusters Score -698509.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -698544.125000 Penalty: 4265.356934
	Iteration 29Q: 3 clusters Score -698544.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -698569.937500 Penalty: 4265.356934
	Iteration 30Q: 3 clusters Score -698569.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -698596.687500 Penalty: 4265.356934
	Iteration 31Q: 3 clusters Score -698596.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -698618.625000 Penalty: 4265.356934
	Iteration 32Q: 3 clusters Score -698618.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -698636.375000 Penalty: 4265.356934
	Iteration 33Q: 3 clusters Score -698636.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -698653.812500 Penalty: 4265.356934
	Iteration 34Q: 3 clusters Score -698653.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -698666.625000 Penalty: 4265.356934
	Iteration 35Q: 3 clusters Score -698666.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -698678.687500 Penalty: 4265.356934
	Iteration 36Q: 3 clusters Score -698678.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -698694.125000 Penalty: 4265.356934
	Iteration 37Q: 3 clusters Score -698694.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -698705.625000 Penalty: 4265.356934
	Iteration 38Q: 3 clusters Score -698705.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -698717.000000 Penalty: 4265.356934
	Iteration 39Q: 3 clusters Score -698717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -698722.250000 Penalty: 4265.356934
	Iteration 40F: 3 clusters Score -698722.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -698725.375000 Penalty: 4265.356934
	Iteration 41Q: 3 clusters Score -698725.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -698731.687500 Penalty: 4265.356934
	Iteration 42Q: 3 clusters Score -698731.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -698734.000000 Penalty: 4265.356934
	Iteration 43Q: 3 clusters Score -698734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -698735.375000 Penalty: 4265.356934
	Iteration 44Q: 3 clusters Score -698735.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -698735.375000 Penalty: 4265.356934
	Iteration 45F: 3 clusters Score -698735.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Entering Unmasked Estep 
Score: -1495449.750000 Penalty: 2337.251953
	Iteration 0F: 2 clusters Score -1495450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1486317.625000 Penalty: 4674.503906
	Iteration 0F: 3 clusters Score -1486318 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1489098.625000 Penalty: 4674.503906
	Iteration 1F: 3 clusters Score -1489099 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1489405.750000 Penalty: 4674.503906
	Iteration 2F: 3 clusters Score -1489406 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1489631.000000 Penalty: 4674.503906
	Iteration 3Q: 3 clusters Score -1489631 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1489812.250000 Penalty: 4674.503906
	Iteration 4Q: 3 clusters Score -1489812 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1489975.000000 Penalty: 4674.503906
	Iteration 5Q: 3 clusters Score -1489975 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1490139.125000 Penalty: 4674.503906
	Iteration 6Q: 3 clusters Score -1490139 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1490302.625000 Penalty: 4674.503906
	Iteration 7Q: 3 clusters Score -1490303 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1490463.875000 Penalty: 4674.503906
	Iteration 8Q: 3 clusters Score -1490464 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1490662.000000 Penalty: 4674.503906
	Iteration 9Q: 3 clusters Score -1490662 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1490874.625000 Penalty: 4674.503906
	Iteration 10Q: 3 clusters Score -1490875 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1491108.500000 Penalty: 4674.503906
	Iteration 11Q: 3 clusters Score -1491108 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1491367.375000 Penalty: 4674.503906
	Iteration 12Q: 3 clusters Score -1491367 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1491611.375000 Penalty: 4674.503906
	Iteration 13Q: 3 clusters Score -1491611 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1491822.000000 Penalty: 4674.503906
	Iteration 14Q: 3 clusters Score -1491822 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1492017.375000 Penalty: 4674.503906
	Iteration 15Q: 3 clusters Score -1492017 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1492207.000000 Penalty: 4674.503906
	Iteration 16Q: 3 clusters Score -1492207 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1492398.375000 Penalty: 4674.503906
	Iteration 17Q: 3 clusters Score -1492398 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1492563.750000 Penalty: 4674.503906
	Iteration 18Q: 3 clusters Score -1492564 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1492693.625000 Penalty: 4674.503906
	Iteration 19Q: 3 clusters Score -1492694 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1492807.875000 Penalty: 4674.503906
	Iteration 20F: 3 clusters Score -1492808 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1492899.500000 Penalty: 4674.503906
	Iteration 21Q: 3 clusters Score -1492900 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1492977.000000 Penalty: 4674.503906
	Iteration 22Q: 3 clusters Score -1492977 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1493042.500000 Penalty: 4674.503906
	Iteration 23Q: 3 clusters Score -1493042 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1493100.375000 Penalty: 4674.503906
	Iteration 24Q: 3 clusters Score -1493100 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1493158.000000 Penalty: 4674.503906
	Iteration 25Q: 3 clusters Score -1493158 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1493217.375000 Penalty: 4674.503906
	Iteration 26Q: 3 clusters Score -1493217 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1493256.250000 Penalty: 4674.503906
	Iteration 27Q: 3 clusters Score -1493256 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1493286.500000 Penalty: 4674.503906
	Iteration 28Q: 3 clusters Score -1493286 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1493318.625000 Penalty: 4674.503906
	Iteration 29Q: 3 clusters Score -1493319 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1493343.625000 Penalty: 4674.503906
	Iteration 30Q: 3 clusters Score -1493344 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1493361.500000 Penalty: 4674.503906
	Iteration 31Q: 3 clusters Score -1493362 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1493378.375000 Penalty: 4674.503906
	Iteration 32Q: 3 clusters Score -1493378 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1493395.750000 Penalty: 4674.503906
	Iteration 33Q: 3 clusters Score -1493396 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -1493406.750000 Penalty: 4674.503906
	Iteration 34Q: 3 clusters Score -1493407 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1493420.750000 Penalty: 4674.503906
	Iteration 35Q: 3 clusters Score -1493421 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -1493428.125000 Penalty: 4674.503906
	Iteration 36Q: 3 clusters Score -1493428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1493436.250000 Penalty: 4674.503906
	Iteration 37Q: 3 clusters Score -1493436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -1493443.375000 Penalty: 4674.503906
	Iteration 38Q: 3 clusters Score -1493443 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1493450.000000 Penalty: 4674.503906
	Iteration 39Q: 3 clusters Score -1493450 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1493456.125000 Penalty: 4674.503906
	Iteration 40F: 3 clusters Score -1493456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1493460.750000 Penalty: 4674.503906
	Iteration 41Q: 3 clusters Score -1493461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1493466.625000 Penalty: 4674.503906
	Iteration 42Q: 3 clusters Score -1493467 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1493479.000000 Penalty: 4674.503906
	Iteration 43Q: 3 clusters Score -1493479 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1493488.000000 Penalty: 4674.503906
	Iteration 44Q: 3 clusters Score -1493488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -1493492.250000 Penalty: 4674.503906
	Iteration 45Q: 3 clusters Score -1493492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1493493.875000 Penalty: 4674.503906
	Iteration 46Q: 3 clusters Score -1493494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1493500.625000 Penalty: 4674.503906
	Iteration 47Q: 3 clusters Score -1493501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1493503.125000 Penalty: 4674.503906
	Iteration 48Q: 3 clusters Score -1493503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1493508.625000 Penalty: 4674.503906
	Iteration 49Q: 3 clusters Score -1493509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1493511.000000 Penalty: 4674.503906
	Iteration 50Q: 3 clusters Score -1493511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1493515.500000 Penalty: 4674.503906
	Iteration 51Q: 3 clusters Score -1493516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1493516.125000 Penalty: 4674.503906
	Iteration 52Q: 3 clusters Score -1493516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1493519.375000 Penalty: 4674.503906
	Iteration 53Q: 3 clusters Score -1493519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1493523.625000 Penalty: 4674.503906
	Iteration 54Q: 3 clusters Score -1493524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1493527.625000 Penalty: 4674.503906
	Iteration 55Q: 3 clusters Score -1493528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1493529.625000 Penalty: 4674.503906
	Iteration 56Q: 3 clusters Score -1493530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1493530.750000 Penalty: 4674.503906
	Iteration 57Q: 3 clusters Score -1493531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1493538.250000 Penalty: 4674.503906
	Iteration 58Q: 3 clusters Score -1493538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1493540.500000 Penalty: 4674.503906
	Iteration 59Q: 3 clusters Score -1493540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1493542.750000 Penalty: 4674.503906
	Iteration 60F: 3 clusters Score -1493543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1493549.125000 Penalty: 4674.503906
	Iteration 61Q: 3 clusters Score -1493549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1493554.000000 Penalty: 4674.503906
	Iteration 62Q: 3 clusters Score -1493554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1493554.000000 Penalty: 4674.503906
	Iteration 63Q: 3 clusters Score -1493554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1493554.250000 Penalty: 4674.503906
	Iteration 64Q: 3 clusters Score -1493554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1493555.875000 Penalty: 4674.503906
	Iteration 65Q: 3 clusters Score -1493556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1493557.375000 Penalty: 4674.503906
	Iteration 66Q: 3 clusters Score -1493557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1493562.875000 Penalty: 4674.503906
	Iteration 67Q: 3 clusters Score -1493563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1493566.750000 Penalty: 4674.503906
	Iteration 68Q: 3 clusters Score -1493567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1493566.625000 Penalty: 4674.503906
	Iteration 69Q: 3 clusters Score -1493567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1493569.875000 Penalty: 4674.503906
	Iteration 70Q: 3 clusters Score -1493570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1493571.750000 Penalty: 4674.503906
	Iteration 71Q: 3 clusters Score -1493572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1493573.125000 Penalty: 4674.503906
	Iteration 72Q: 3 clusters Score -1493573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1493576.250000 Penalty: 4674.503906
	Iteration 73Q: 3 clusters Score -1493576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1493576.250000 Penalty: 4674.503906
	Iteration 74F: 3 clusters Score -1493576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Entering Unmasked Estep 
Score: -339790.187500 Penalty: 1981.494995
	Iteration 0F: 2 clusters Score -339790.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -336534.593750 Penalty: 3962.989990
	Iteration 0F: 3 clusters Score -336534.6 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -337224.781250 Penalty: 3962.989990
	Iteration 1F: 3 clusters Score -337224.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -337410.562500 Penalty: 3962.989990
	Iteration 2F: 3 clusters Score -337410.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -337527.781250 Penalty: 3962.989990
	Iteration 3Q: 3 clusters Score -337527.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -337630.375000 Penalty: 3962.989990
	Iteration 4Q: 3 clusters Score -337630.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -337733.375000 Penalty: 3962.989990
	Iteration 5Q: 3 clusters Score -337733.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -337806.125000 Penalty: 3962.989990
	Iteration 6Q: 3 clusters Score -337806.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -337865.093750 Penalty: 3962.989990
	Iteration 7Q: 3 clusters Score -337865.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -337918.718750 Penalty: 3962.989990
	Iteration 8Q: 3 clusters Score -337918.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -337971.187500 Penalty: 3962.989990
	Iteration 9Q: 3 clusters Score -337971.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -338007.062500 Penalty: 3962.989990
	Iteration 10Q: 3 clusters Score -338007.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -338033.656250 Penalty: 3962.989990
	Iteration 11Q: 3 clusters Score -338033.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -338049.843750 Penalty: 3962.989990
	Iteration 12Q: 3 clusters Score -338049.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -338064.843750 Penalty: 3962.989990
	Iteration 13Q: 3 clusters Score -338064.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -338080.312500 Penalty: 3962.989990
	Iteration 14Q: 3 clusters Score -338080.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -338093.000000 Penalty: 3962.989990
	Iteration 15Q: 3 clusters Score -338093 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -338108.562500 Penalty: 3962.989990
	Iteration 16Q: 3 clusters Score -338108.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -338119.375000 Penalty: 3962.989990
	Iteration 17Q: 3 clusters Score -338119.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -338126.312500 Penalty: 3962.989990
	Iteration 18Q: 3 clusters Score -338126.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -338132.250000 Penalty: 3962.989990
	Iteration 19Q: 3 clusters Score -338132.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -338136.406250 Penalty: 3962.989990
	Iteration 20F: 3 clusters Score -338136.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -338141.125000 Penalty: 3962.989990
	Iteration 21Q: 3 clusters Score -338141.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -338144.687500 Penalty: 3962.989990
	Iteration 22Q: 3 clusters Score -338144.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -338146.937500 Penalty: 3962.989990
	Iteration 23Q: 3 clusters Score -338146.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -338148.687500 Penalty: 3962.989990
	Iteration 24Q: 3 clusters Score -338148.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -338149.187500 Penalty: 3962.989990
	Iteration 25Q: 3 clusters Score -338149.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -338150.406250 Penalty: 3962.989990
	Iteration 26Q: 3 clusters Score -338150.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -338150.625000 Penalty: 3962.989990
	Iteration 27Q: 3 clusters Score -338150.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -338152.093750 Penalty: 3962.989990
	Iteration 28Q: 3 clusters Score -338152.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -338154.437500 Penalty: 3962.989990
	Iteration 29Q: 3 clusters Score -338154.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -338155.531250 Penalty: 3962.989990
	Iteration 30Q: 3 clusters Score -338155.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -338156.875000 Penalty: 3962.989990
	Iteration 31Q: 3 clusters Score -338156.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -338158.781250 Penalty: 3962.989990
	Iteration 32Q: 3 clusters Score -338158.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -338160.156250 Penalty: 3962.989990
	Iteration 33Q: 3 clusters Score -338160.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -338162.312500 Penalty: 3962.989990
	Iteration 34Q: 3 clusters Score -338162.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -338164.281250 Penalty: 3962.989990
	Iteration 35Q: 3 clusters Score -338164.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -338166.031250 Penalty: 3962.989990
	Iteration 36Q: 3 clusters Score -338166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -338167.250000 Penalty: 3962.989990
	Iteration 37Q: 3 clusters Score -338167.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -338169.281250 Penalty: 3962.989990
	Iteration 38Q: 3 clusters Score -338169.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -338171.343750 Penalty: 3962.989990
	Iteration 39Q: 3 clusters Score -338171.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -338171.343750 Penalty: 3962.989990
	Iteration 40F: 3 clusters Score -338171.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (277566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277566 members 
Entering Unmasked Estep 
Score: -34149664.000000 Penalty: 3108.385986
	Iteration 0F: 2 clusters Score -3.414966e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138441 members 
Mstep: Class 2 contains 139125 members 
Entering Unmasked Estep 
Score: -33981724.000000 Penalty: 6216.771973
	Iteration 0F: 3 clusters Score -3.398172e+07 nChanged 134341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130900 members 
Mstep: Class 2 contains 146666 members 
Entering Unmasked Estep 
Score: -34061820.000000 Penalty: 6216.771973
	Iteration 1F: 3 clusters Score -3.406182e+07 nChanged 8663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125289 members 
Mstep: Class 2 contains 152277 members 
Entering Unmasked Estep 
Score: -34064336.000000 Penalty: 6216.771973
	Iteration 2Q: 3 clusters Score -3.406434e+07 nChanged 11169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116240 members 
Mstep: Class 2 contains 161326 members 
Entering Unmasked Estep 
Score: -34068524.000000 Penalty: 6216.771973
	Iteration 3Q: 3 clusters Score -3.406852e+07 nChanged 15229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102537 members 
Mstep: Class 2 contains 175029 members 
Entering Unmasked Estep 
Score: -34076136.000000 Penalty: 6216.771973
	Iteration 4F: 3 clusters Score -3.407614e+07 nChanged 20462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82937 members 
Mstep: Class 2 contains 194629 members 
Entering Unmasked Estep 
Score: -34088596.000000 Penalty: 6216.771973
	Iteration 5F: 3 clusters Score -3.40886e+07 nChanged 24656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58673 members 
Mstep: Class 2 contains 218893 members 
Entering Unmasked Estep 
Score: -34105524.000000 Penalty: 6216.771973
	Iteration 6F: 3 clusters Score -3.410552e+07 nChanged 24262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 243021 members 
Entering Unmasked Estep 
Score: -34123320.000000 Penalty: 6216.771973
	Iteration 7F: 3 clusters Score -3.412332e+07 nChanged 18071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 261070 members 
Entering Unmasked Estep 
Score: -34136244.000000 Penalty: 6216.771973
	Iteration 8F: 3 clusters Score -3.413624e+07 nChanged 10066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 271134 members 
Entering Unmasked Estep 
Score: -34142956.000000 Penalty: 6216.771973
	Iteration 9Q: 3 clusters Score -3.414296e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 275257 members 
Entering Unmasked Estep 
Score: -34145508.000000 Penalty: 6216.771973
	Iteration 10Q: 3 clusters Score -3.414551e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 276659 members 
Entering Unmasked Estep 
Score: -34146332.000000 Penalty: 6216.771973
	Iteration 11Q: 3 clusters Score -3.414633e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 277085 members 
Entering Unmasked Estep 
Score: -34146652.000000 Penalty: 6216.771973
	Iteration 12Q: 3 clusters Score -3.414665e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 277209 members 
Entering Unmasked Estep 
Score: -34146720.000000 Penalty: 6216.771973
	Iteration 13Q: 3 clusters Score -3.414672e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 277254 members 
Entering Unmasked Estep 
Score: -34146764.000000 Penalty: 6216.771973
	Iteration 14Q: 3 clusters Score -3.414676e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 277283 members 
Entering Unmasked Estep 
Score: -34146844.000000 Penalty: 6216.771973
	Iteration 15Q: 3 clusters Score -3.414684e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 277300 members 
Entering Unmasked Estep 
Score: -34146880.000000 Penalty: 6216.771973
	Iteration 16Q: 3 clusters Score -3.414688e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 277306 members 
Entering Unmasked Estep 
Score: -34146904.000000 Penalty: 6216.771973
	Iteration 17Q: 3 clusters Score -3.41469e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 277311 members 
Entering Unmasked Estep 
Score: -34146908.000000 Penalty: 6216.771973
	Iteration 18Q: 3 clusters Score -3.414691e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 277317 members 
Entering Unmasked Estep 
Score: -34146908.000000 Penalty: 6216.771973
	Iteration 19Q: 3 clusters Score -3.414691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 277321 members 
Entering Unmasked Estep 
Score: -34146892.000000 Penalty: 6216.771973
	Iteration 20F: 3 clusters Score -3.414689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 277320 members 
Entering Unmasked Estep 
Score: -34146904.000000 Penalty: 6216.771973
	Iteration 21Q: 3 clusters Score -3.41469e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 277320 members 
Entering Unmasked Estep 
Score: -34146904.000000 Penalty: 6216.771973
	Iteration 22F: 3 clusters Score -3.41469e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (41053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41053 members 
Entering Unmasked Estep 
Score: -4970668.000000 Penalty: 2634.409668
	Iteration 0F: 2 clusters Score -4970668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -4942891.000000 Penalty: 5268.819336
	Iteration 0F: 3 clusters Score -4942891 nChanged 18807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -4953105.500000 Penalty: 5268.819336
	Iteration 1F: 3 clusters Score -4953106 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -4953681.500000 Penalty: 5268.819336
	Iteration 2Q: 3 clusters Score -4953682 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -4954231.500000 Penalty: 5268.819336
	Iteration 3Q: 3 clusters Score -4954232 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -4954849.000000 Penalty: 5268.819336
	Iteration 4Q: 3 clusters Score -4954849 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -4955602.000000 Penalty: 5268.819336
	Iteration 5Q: 3 clusters Score -4955602 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -4956479.500000 Penalty: 5268.819336
	Iteration 6Q: 3 clusters Score -4956480 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -4957783.500000 Penalty: 5268.819336
	Iteration 7F: 3 clusters Score -4957784 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -4959439.000000 Penalty: 5268.819336
	Iteration 8F: 3 clusters Score -4959439 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30523 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -4961613.500000 Penalty: 5268.819336
	Iteration 9F: 3 clusters Score -4961614 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32975 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -4964119.000000 Penalty: 5268.819336
	Iteration 10F: 3 clusters Score -4964119 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -4966317.500000 Penalty: 5268.819336
	Iteration 11F: 3 clusters Score -4966318 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36308 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -4967750.500000 Penalty: 5268.819336
	Iteration 12Q: 3 clusters Score -4967750 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37116 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -4968580.000000 Penalty: 5268.819336
	Iteration 13Q: 3 clusters Score -4968580 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37605 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -4969001.500000 Penalty: 5268.819336
	Iteration 14Q: 3 clusters Score -4969002 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -4969209.000000 Penalty: 5268.819336
	Iteration 15Q: 3 clusters Score -4969209 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38101 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -4969359.000000 Penalty: 5268.819336
	Iteration 16Q: 3 clusters Score -4969359 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38259 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -4969473.000000 Penalty: 5268.819336
	Iteration 17Q: 3 clusters Score -4969473 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -4969609.500000 Penalty: 5268.819336
	Iteration 18Q: 3 clusters Score -4969610 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38490 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -4969746.000000 Penalty: 5268.819336
	Iteration 19Q: 3 clusters Score -4969746 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -4969845.000000 Penalty: 5268.819336
	Iteration 20F: 3 clusters Score -4969845 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -4969935.500000 Penalty: 5268.819336
	Iteration 21Q: 3 clusters Score -4969936 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38699 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -4970034.500000 Penalty: 5268.819336
	Iteration 22Q: 3 clusters Score -4970034 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38746 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -4970163.500000 Penalty: 5268.819336
	Iteration 23Q: 3 clusters Score -4970164 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38781 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -4970245.000000 Penalty: 5268.819336
	Iteration 24Q: 3 clusters Score -4970245 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38803 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -4970307.000000 Penalty: 5268.819336
	Iteration 25Q: 3 clusters Score -4970307 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38796 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -4970340.000000 Penalty: 5268.819336
	Iteration 26Q: 3 clusters Score -4970340 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38784 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -4970347.000000 Penalty: 5268.819336
	Iteration 27Q: 3 clusters Score -4970347 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38767 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -4970373.500000 Penalty: 5268.819336
	Iteration 28Q: 3 clusters Score -4970374 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38760 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -4970373.500000 Penalty: 5268.819336
	Iteration 29Q: 3 clusters Score -4970374 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38751 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -4970378.000000 Penalty: 5268.819336
	Iteration 30Q: 3 clusters Score -4970378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38741 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -4970382.000000 Penalty: 5268.819336
	Iteration 31Q: 3 clusters Score -4970382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38734 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -4970390.000000 Penalty: 5268.819336
	Iteration 32Q: 3 clusters Score -4970390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38730 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -4970391.500000 Penalty: 5268.819336
	Iteration 33Q: 3 clusters Score -4970392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38728 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -4970385.500000 Penalty: 5268.819336
	Iteration 34Q: 3 clusters Score -4970386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38725 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -4970388.500000 Penalty: 5268.819336
	Iteration 35Q: 3 clusters Score -4970388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38723 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -4970393.500000 Penalty: 5268.819336
	Iteration 36Q: 3 clusters Score -4970394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38725 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -4970390.500000 Penalty: 5268.819336
	Iteration 37Q: 3 clusters Score -4970390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38723 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -4970390.000000 Penalty: 5268.819336
	Iteration 38Q: 3 clusters Score -4970390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38720 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -4970384.000000 Penalty: 5268.819336
	Iteration 39Q: 3 clusters Score -4970384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38718 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -4970387.500000 Penalty: 5268.819336
	Iteration 40F: 3 clusters Score -4970388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Entering Unmasked Estep 
Score: -116020.054688 Penalty: 1728.274902
	Iteration 0F: 2 clusters Score -116020.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -114005.054688 Penalty: 3456.549805
	Iteration 0F: 3 clusters Score -114005.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -114390.296875 Penalty: 3456.549805
	Iteration 1F: 3 clusters Score -114390.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -114548.328125 Penalty: 3456.549805
	Iteration 2F: 3 clusters Score -114548.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -114663.953125 Penalty: 3456.549805
	Iteration 3F: 3 clusters Score -114664 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -114755.304688 Penalty: 3456.549805
	Iteration 4Q: 3 clusters Score -114755.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -114877.250000 Penalty: 3456.549805
	Iteration 5Q: 3 clusters Score -114877.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -115038.867188 Penalty: 3456.549805
	Iteration 6Q: 3 clusters Score -115038.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -115170.890625 Penalty: 3456.549805
	Iteration 7F: 3 clusters Score -115170.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -115262.265625 Penalty: 3456.549805
	Iteration 8Q: 3 clusters Score -115262.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -115318.812500 Penalty: 3456.549805
	Iteration 9Q: 3 clusters Score -115318.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -115349.281250 Penalty: 3456.549805
	Iteration 10Q: 3 clusters Score -115349.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -115368.125000 Penalty: 3456.549805
	Iteration 11Q: 3 clusters Score -115368.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -115395.992188 Penalty: 3456.549805
	Iteration 12Q: 3 clusters Score -115396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -115415.835938 Penalty: 3456.549805
	Iteration 13Q: 3 clusters Score -115415.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -115438.343750 Penalty: 3456.549805
	Iteration 14Q: 3 clusters Score -115438.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -115458.085938 Penalty: 3456.549805
	Iteration 15Q: 3 clusters Score -115458.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -115465.718750 Penalty: 3456.549805
	Iteration 16Q: 3 clusters Score -115465.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -115466.625000 Penalty: 3456.549805
	Iteration 17Q: 3 clusters Score -115466.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -115466.953125 Penalty: 3456.549805
	Iteration 18Q: 3 clusters Score -115467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -115466.953125 Penalty: 3456.549805
	Iteration 19F: 3 clusters Score -115467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (283060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283060 members 
Entering Unmasked Estep 
Score: -34496568.000000 Penalty: 3113.246826
	Iteration 0F: 2 clusters Score -3.449657e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141388 members 
Mstep: Class 2 contains 141672 members 
Entering Unmasked Estep 
Score: -34329032.000000 Penalty: 6226.493652
	Iteration 0F: 3 clusters Score -3.432903e+07 nChanged 136803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136645 members 
Mstep: Class 2 contains 146415 members 
Entering Unmasked Estep 
Score: -34409896.000000 Penalty: 6226.493652
	Iteration 1F: 3 clusters Score -3.44099e+07 nChanged 7653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133190 members 
Mstep: Class 2 contains 149870 members 
Entering Unmasked Estep 
Score: -34411372.000000 Penalty: 6226.493652
	Iteration 2Q: 3 clusters Score -3.441137e+07 nChanged 9102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127586 members 
Mstep: Class 2 contains 155474 members 
Entering Unmasked Estep 
Score: -34414132.000000 Penalty: 6226.493652
	Iteration 3Q: 3 clusters Score -3.441413e+07 nChanged 11551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118815 members 
Mstep: Class 2 contains 164245 members 
Entering Unmasked Estep 
Score: -34418164.000000 Penalty: 6226.493652
	Iteration 4Q: 3 clusters Score -3.441816e+07 nChanged 14883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105984 members 
Mstep: Class 2 contains 177076 members 
Entering Unmasked Estep 
Score: -34424752.000000 Penalty: 6226.493652
	Iteration 5F: 3 clusters Score -3.442475e+07 nChanged 19384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87806 members 
Mstep: Class 2 contains 195254 members 
Entering Unmasked Estep 
Score: -34435704.000000 Penalty: 6226.493652
	Iteration 6F: 3 clusters Score -3.44357e+07 nChanged 23184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65364 members 
Mstep: Class 2 contains 217696 members 
Entering Unmasked Estep 
Score: -34449600.000000 Penalty: 6226.493652
	Iteration 7F: 3 clusters Score -3.44496e+07 nChanged 23064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42772 members 
Mstep: Class 2 contains 240288 members 
Entering Unmasked Estep 
Score: -34463632.000000 Penalty: 6226.493652
	Iteration 8F: 3 clusters Score -3.446363e+07 nChanged 18579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 258711 members 
Entering Unmasked Estep 
Score: -34476084.000000 Penalty: 6226.493652
	Iteration 9F: 3 clusters Score -3.447608e+07 nChanged 12097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 270784 members 
Entering Unmasked Estep 
Score: -34484420.000000 Penalty: 6226.493652
	Iteration 10Q: 3 clusters Score -3.448442e+07 nChanged 6785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 277559 members 
Entering Unmasked Estep 
Score: -34489636.000000 Penalty: 6226.493652
	Iteration 11Q: 3 clusters Score -3.448964e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 280786 members 
Entering Unmasked Estep 
Score: -34492184.000000 Penalty: 6226.493652
	Iteration 12Q: 3 clusters Score -3.449218e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 282010 members 
Entering Unmasked Estep 
Score: -34493124.000000 Penalty: 6226.493652
	Iteration 13Q: 3 clusters Score -3.449312e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 282443 members 
Entering Unmasked Estep 
Score: -34493460.000000 Penalty: 6226.493652
	Iteration 14Q: 3 clusters Score -3.449346e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 282608 members 
Entering Unmasked Estep 
Score: -34493640.000000 Penalty: 6226.493652
	Iteration 15Q: 3 clusters Score -3.449364e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 282676 members 
Entering Unmasked Estep 
Score: -34493744.000000 Penalty: 6226.493652
	Iteration 16Q: 3 clusters Score -3.449374e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 282709 members 
Entering Unmasked Estep 
Score: -34493800.000000 Penalty: 6226.493652
	Iteration 17Q: 3 clusters Score -3.44938e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 282728 members 
Entering Unmasked Estep 
Score: -34493812.000000 Penalty: 6226.493652
	Iteration 18Q: 3 clusters Score -3.449381e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 282741 members 
Entering Unmasked Estep 
Score: -34493828.000000 Penalty: 6226.493652
	Iteration 19Q: 3 clusters Score -3.449383e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 282743 members 
Entering Unmasked Estep 
Score: -34493848.000000 Penalty: 6226.493652
	Iteration 20F: 3 clusters Score -3.449385e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 282746 members 
Entering Unmasked Estep 
Score: -34493832.000000 Penalty: 6226.493652
	Iteration 21Q: 3 clusters Score -3.449383e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 282749 members 
Entering Unmasked Estep 
Score: -34493832.000000 Penalty: 6226.493652
	Iteration 22Q: 3 clusters Score -3.449383e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 282755 members 
Entering Unmasked Estep 
Score: -34493872.000000 Penalty: 6226.493652
	Iteration 23Q: 3 clusters Score -3.449387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 282756 members 
Entering Unmasked Estep 
Score: -34493860.000000 Penalty: 6226.493652
	Iteration 24Q: 3 clusters Score -3.449386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 282756 members 
Entering Unmasked Estep 
Score: -34493848.000000 Penalty: 6226.493652
	Iteration 25Q: 3 clusters Score -3.449385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 282754 members 
Entering Unmasked Estep 
Score: -34493872.000000 Penalty: 6226.493652
	Iteration 26Q: 3 clusters Score -3.449387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 282753 members 
Entering Unmasked Estep 
Score: -34493872.000000 Penalty: 6226.493652
	Iteration 27Q: 3 clusters Score -3.449387e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 282753 members 
Entering Unmasked Estep 
Score: -34493872.000000 Penalty: 6226.493652
	Iteration 28F: 3 clusters Score -3.449387e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (16058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Entering Unmasked Estep 
Score: -1929297.125000 Penalty: 2401.622803
	Iteration 0F: 2 clusters Score -1929297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1917705.125000 Penalty: 4803.245605
	Iteration 0F: 3 clusters Score -1917705 nChanged 6955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1921410.375000 Penalty: 4803.245605
	Iteration 1F: 3 clusters Score -1921410 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1921799.750000 Penalty: 4803.245605
	Iteration 2F: 3 clusters Score -1921800 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1922087.000000 Penalty: 4803.245605
	Iteration 3Q: 3 clusters Score -1922087 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1922304.500000 Penalty: 4803.245605
	Iteration 4Q: 3 clusters Score -1922304 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1922503.875000 Penalty: 4803.245605
	Iteration 5Q: 3 clusters Score -1922504 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1922702.125000 Penalty: 4803.245605
	Iteration 6Q: 3 clusters Score -1922702 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1922874.500000 Penalty: 4803.245605
	Iteration 7Q: 3 clusters Score -1922874 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1923037.625000 Penalty: 4803.245605
	Iteration 8Q: 3 clusters Score -1923038 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1923194.875000 Penalty: 4803.245605
	Iteration 9Q: 3 clusters Score -1923195 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1923360.250000 Penalty: 4803.245605
	Iteration 10Q: 3 clusters Score -1923360 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1923535.000000 Penalty: 4803.245605
	Iteration 11Q: 3 clusters Score -1923535 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1923717.125000 Penalty: 4803.245605
	Iteration 12Q: 3 clusters Score -1923717 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1923875.750000 Penalty: 4803.245605
	Iteration 13Q: 3 clusters Score -1923876 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1924040.750000 Penalty: 4803.245605
	Iteration 14Q: 3 clusters Score -1924041 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1924205.250000 Penalty: 4803.245605
	Iteration 15Q: 3 clusters Score -1924205 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1924361.750000 Penalty: 4803.245605
	Iteration 16Q: 3 clusters Score -1924362 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1924508.875000 Penalty: 4803.245605
	Iteration 17Q: 3 clusters Score -1924509 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1924666.750000 Penalty: 4803.245605
	Iteration 18Q: 3 clusters Score -1924667 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1924845.125000 Penalty: 4803.245605
	Iteration 19Q: 3 clusters Score -1924845 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1925025.125000 Penalty: 4803.245605
	Iteration 20F: 3 clusters Score -1925025 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1925259.250000 Penalty: 4803.245605
	Iteration 21Q: 3 clusters Score -1925259 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1925558.875000 Penalty: 4803.245605
	Iteration 22Q: 3 clusters Score -1925559 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1925916.500000 Penalty: 4803.245605
	Iteration 23Q: 3 clusters Score -1925916 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1926234.625000 Penalty: 4803.245605
	Iteration 24Q: 3 clusters Score -1926235 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1926514.000000 Penalty: 4803.245605
	Iteration 25Q: 3 clusters Score -1926514 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1926757.750000 Penalty: 4803.245605
	Iteration 26Q: 3 clusters Score -1926758 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1926978.875000 Penalty: 4803.245605
	Iteration 27Q: 3 clusters Score -1926979 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1927212.000000 Penalty: 4803.245605
	Iteration 28Q: 3 clusters Score -1927212 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1927484.625000 Penalty: 4803.245605
	Iteration 29Q: 3 clusters Score -1927485 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1927738.000000 Penalty: 4803.245605
	Iteration 30Q: 3 clusters Score -1927738 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1927865.875000 Penalty: 4803.245605
	Iteration 31Q: 3 clusters Score -1927866 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1927933.250000 Penalty: 4803.245605
	Iteration 32Q: 3 clusters Score -1927933 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1927972.500000 Penalty: 4803.245605
	Iteration 33Q: 3 clusters Score -1927972 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1927989.250000 Penalty: 4803.245605
	Iteration 34Q: 3 clusters Score -1927989 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1928002.000000 Penalty: 4803.245605
	Iteration 35Q: 3 clusters Score -1928002 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1928009.000000 Penalty: 4803.245605
	Iteration 36Q: 3 clusters Score -1928009 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1928013.750000 Penalty: 4803.245605
	Iteration 37Q: 3 clusters Score -1928014 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1928018.750000 Penalty: 4803.245605
	Iteration 38Q: 3 clusters Score -1928019 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1928016.125000 Penalty: 4803.245605
	Iteration 39Q: 3 clusters Score -1928016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1928019.125000 Penalty: 4803.245605
	Iteration 40F: 3 clusters Score -1928019 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1928018.375000 Penalty: 4803.245605
	Iteration 41Q: 3 clusters Score -1928018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1928023.625000 Penalty: 4803.245605
	Iteration 42Q: 3 clusters Score -1928024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1928023.500000 Penalty: 4803.245605
	Iteration 43Q: 3 clusters Score -1928024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1928028.750000 Penalty: 4803.245605
	Iteration 44Q: 3 clusters Score -1928029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1928026.750000 Penalty: 4803.245605
	Iteration 45Q: 3 clusters Score -1928027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1928027.125000 Penalty: 4803.245605
	Iteration 46Q: 3 clusters Score -1928027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1928027.375000 Penalty: 4803.245605
	Iteration 47Q: 3 clusters Score -1928027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1928031.875000 Penalty: 4803.245605
	Iteration 48Q: 3 clusters Score -1928032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1928034.250000 Penalty: 4803.245605
	Iteration 49Q: 3 clusters Score -1928034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1928033.125000 Penalty: 4803.245605
	Iteration 50Q: 3 clusters Score -1928033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1928031.750000 Penalty: 4803.245605
	Iteration 51Q: 3 clusters Score -1928032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1928034.000000 Penalty: 4803.245605
	Iteration 52Q: 3 clusters Score -1928034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1928035.250000 Penalty: 4803.245605
	Iteration 53Q: 3 clusters Score -1928035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1928032.750000 Penalty: 4803.245605
	Iteration 54Q: 3 clusters Score -1928033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1928035.375000 Penalty: 4803.245605
	Iteration 55Q: 3 clusters Score -1928035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1928035.750000 Penalty: 4803.245605
	Iteration 56Q: 3 clusters Score -1928036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1928035.750000 Penalty: 4803.245605
	Iteration 57F: 3 clusters Score -1928036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (21595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Entering Unmasked Estep 
Score: -2538513.000000 Penalty: 2475.093750
	Iteration 0F: 2 clusters Score -2538513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -2523455.250000 Penalty: 4950.187500
	Iteration 0F: 3 clusters Score -2523455 nChanged 9553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -2528459.000000 Penalty: 4950.187500
	Iteration 1F: 3 clusters Score -2528459 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -2528941.500000 Penalty: 4950.187500
	Iteration 2F: 3 clusters Score -2528942 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -2529395.500000 Penalty: 4950.187500
	Iteration 3Q: 3 clusters Score -2529396 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -2529855.250000 Penalty: 4950.187500
	Iteration 4Q: 3 clusters Score -2529855 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -2530343.000000 Penalty: 4950.187500
	Iteration 5Q: 3 clusters Score -2530343 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -2530907.250000 Penalty: 4950.187500
	Iteration 6F: 3 clusters Score -2530907 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -2531553.000000 Penalty: 4950.187500
	Iteration 7F: 3 clusters Score -2531553 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -2532326.000000 Penalty: 4950.187500
	Iteration 8F: 3 clusters Score -2532326 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -2533064.000000 Penalty: 4950.187500
	Iteration 9F: 3 clusters Score -2533064 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -2533756.000000 Penalty: 4950.187500
	Iteration 10Q: 3 clusters Score -2533756 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -2534303.250000 Penalty: 4950.187500
	Iteration 11Q: 3 clusters Score -2534303 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -2534816.750000 Penalty: 4950.187500
	Iteration 12Q: 3 clusters Score -2534817 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -2535320.750000 Penalty: 4950.187500
	Iteration 13Q: 3 clusters Score -2535321 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -2535819.750000 Penalty: 4950.187500
	Iteration 14Q: 3 clusters Score -2535820 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -2536146.250000 Penalty: 4950.187500
	Iteration 15Q: 3 clusters Score -2536146 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -2536410.500000 Penalty: 4950.187500
	Iteration 16Q: 3 clusters Score -2536410 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -2536548.250000 Penalty: 4950.187500
	Iteration 17Q: 3 clusters Score -2536548 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -2536614.000000 Penalty: 4950.187500
	Iteration 18Q: 3 clusters Score -2536614 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -2536631.500000 Penalty: 4950.187500
	Iteration 19Q: 3 clusters Score -2536632 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -2536645.000000 Penalty: 4950.187500
	Iteration 20F: 3 clusters Score -2536645 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -2536665.500000 Penalty: 4950.187500
	Iteration 21Q: 3 clusters Score -2536666 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -2536677.000000 Penalty: 4950.187500
	Iteration 22Q: 3 clusters Score -2536677 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -2536684.750000 Penalty: 4950.187500
	Iteration 23Q: 3 clusters Score -2536685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -2536690.250000 Penalty: 4950.187500
	Iteration 24Q: 3 clusters Score -2536690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -2536696.750000 Penalty: 4950.187500
	Iteration 25Q: 3 clusters Score -2536697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -2536698.500000 Penalty: 4950.187500
	Iteration 26Q: 3 clusters Score -2536698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -2536697.000000 Penalty: 4950.187500
	Iteration 27Q: 3 clusters Score -2536697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -2536701.000000 Penalty: 4950.187500
	Iteration 28Q: 3 clusters Score -2536701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -2536699.500000 Penalty: 4950.187500
	Iteration 29Q: 3 clusters Score -2536700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -2536700.000000 Penalty: 4950.187500
	Iteration 30Q: 3 clusters Score -2536700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -2536701.250000 Penalty: 4950.187500
	Iteration 31Q: 3 clusters Score -2536701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -2536701.250000 Penalty: 4950.187500
	Iteration 32F: 3 clusters Score -2536701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Entering Unmasked Estep 
Score: -1966021.125000 Penalty: 2410.556396
	Iteration 0F: 2 clusters Score -1966021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1954154.750000 Penalty: 4821.112793
	Iteration 0F: 3 clusters Score -1954155 nChanged 7239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1958447.375000 Penalty: 4821.112793
	Iteration 1F: 3 clusters Score -1958447 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1959539.375000 Penalty: 4821.112793
	Iteration 2F: 3 clusters Score -1959539 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1960596.625000 Penalty: 4821.112793
	Iteration 3F: 3 clusters Score -1960597 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1961514.125000 Penalty: 4821.112793
	Iteration 4F: 3 clusters Score -1961514 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1962259.750000 Penalty: 4821.112793
	Iteration 5F: 3 clusters Score -1962260 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1962712.625000 Penalty: 4821.112793
	Iteration 6F: 3 clusters Score -1962713 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1962983.125000 Penalty: 4821.112793
	Iteration 7Q: 3 clusters Score -1962983 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1963104.625000 Penalty: 4821.112793
	Iteration 8Q: 3 clusters Score -1963105 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1963191.625000 Penalty: 4821.112793
	Iteration 9Q: 3 clusters Score -1963192 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1963241.500000 Penalty: 4821.112793
	Iteration 10Q: 3 clusters Score -1963242 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1963278.625000 Penalty: 4821.112793
	Iteration 11Q: 3 clusters Score -1963279 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1963294.625000 Penalty: 4821.112793
	Iteration 12Q: 3 clusters Score -1963295 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1963310.500000 Penalty: 4821.112793
	Iteration 13Q: 3 clusters Score -1963310 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1963326.375000 Penalty: 4821.112793
	Iteration 14Q: 3 clusters Score -1963326 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1963338.250000 Penalty: 4821.112793
	Iteration 15Q: 3 clusters Score -1963338 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1963352.750000 Penalty: 4821.112793
	Iteration 16Q: 3 clusters Score -1963353 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1963362.875000 Penalty: 4821.112793
	Iteration 17Q: 3 clusters Score -1963363 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1963376.625000 Penalty: 4821.112793
	Iteration 18Q: 3 clusters Score -1963377 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1963390.000000 Penalty: 4821.112793
	Iteration 19Q: 3 clusters Score -1963390 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1963396.750000 Penalty: 4821.112793
	Iteration 20F: 3 clusters Score -1963397 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1963406.750000 Penalty: 4821.112793
	Iteration 21Q: 3 clusters Score -1963407 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1963415.625000 Penalty: 4821.112793
	Iteration 22Q: 3 clusters Score -1963416 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1963419.375000 Penalty: 4821.112793
	Iteration 23Q: 3 clusters Score -1963419 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1963431.375000 Penalty: 4821.112793
	Iteration 24Q: 3 clusters Score -1963431 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1963442.000000 Penalty: 4821.112793
	Iteration 25Q: 3 clusters Score -1963442 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1963444.500000 Penalty: 4821.112793
	Iteration 26Q: 3 clusters Score -1963444 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1963452.250000 Penalty: 4821.112793
	Iteration 27Q: 3 clusters Score -1963452 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1963458.500000 Penalty: 4821.112793
	Iteration 28Q: 3 clusters Score -1963458 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1963461.375000 Penalty: 4821.112793
	Iteration 29Q: 3 clusters Score -1963461 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1963466.250000 Penalty: 4821.112793
	Iteration 30Q: 3 clusters Score -1963466 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1963474.500000 Penalty: 4821.112793
	Iteration 31Q: 3 clusters Score -1963474 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1963481.625000 Penalty: 4821.112793
	Iteration 32Q: 3 clusters Score -1963482 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1963490.625000 Penalty: 4821.112793
	Iteration 33Q: 3 clusters Score -1963491 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1963496.750000 Penalty: 4821.112793
	Iteration 34Q: 3 clusters Score -1963497 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1963496.125000 Penalty: 4821.112793
	Iteration 35Q: 3 clusters Score -1963496 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1963501.375000 Penalty: 4821.112793
	Iteration 36Q: 3 clusters Score -1963501 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1963506.000000 Penalty: 4821.112793
	Iteration 37Q: 3 clusters Score -1963506 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1963512.250000 Penalty: 4821.112793
	Iteration 38Q: 3 clusters Score -1963512 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1963519.750000 Penalty: 4821.112793
	Iteration 39Q: 3 clusters Score -1963520 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1963528.625000 Penalty: 4821.112793
	Iteration 40F: 3 clusters Score -1963529 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1963542.875000 Penalty: 4821.112793
	Iteration 41Q: 3 clusters Score -1963543 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1963557.875000 Penalty: 4821.112793
	Iteration 42Q: 3 clusters Score -1963558 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1963568.250000 Penalty: 4821.112793
	Iteration 43Q: 3 clusters Score -1963568 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1963585.000000 Penalty: 4821.112793
	Iteration 44Q: 3 clusters Score -1963585 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1963601.875000 Penalty: 4821.112793
	Iteration 45Q: 3 clusters Score -1963602 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1963620.000000 Penalty: 4821.112793
	Iteration 46Q: 3 clusters Score -1963620 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1963640.625000 Penalty: 4821.112793
	Iteration 47Q: 3 clusters Score -1963641 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1963663.875000 Penalty: 4821.112793
	Iteration 48Q: 3 clusters Score -1963664 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1963681.000000 Penalty: 4821.112793
	Iteration 49Q: 3 clusters Score -1963681 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1963707.750000 Penalty: 4821.112793
	Iteration 50Q: 3 clusters Score -1963708 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1963749.500000 Penalty: 4821.112793
	Iteration 51Q: 3 clusters Score -1963750 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1963782.875000 Penalty: 4821.112793
	Iteration 52Q: 3 clusters Score -1963783 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1963825.750000 Penalty: 4821.112793
	Iteration 53Q: 3 clusters Score -1963826 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1963873.500000 Penalty: 4821.112793
	Iteration 54Q: 3 clusters Score -1963874 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1963933.250000 Penalty: 4821.112793
	Iteration 55Q: 3 clusters Score -1963933 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1963996.375000 Penalty: 4821.112793
	Iteration 56Q: 3 clusters Score -1963996 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1964061.750000 Penalty: 4821.112793
	Iteration 57Q: 3 clusters Score -1964062 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1964144.625000 Penalty: 4821.112793
	Iteration 58Q: 3 clusters Score -1964145 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1964214.875000 Penalty: 4821.112793
	Iteration 59Q: 3 clusters Score -1964215 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1964265.500000 Penalty: 4821.112793
	Iteration 60F: 3 clusters Score -1964266 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1964303.125000 Penalty: 4821.112793
	Iteration 61Q: 3 clusters Score -1964303 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1964334.750000 Penalty: 4821.112793
	Iteration 62Q: 3 clusters Score -1964335 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1964357.125000 Penalty: 4821.112793
	Iteration 63Q: 3 clusters Score -1964357 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1964373.250000 Penalty: 4821.112793
	Iteration 64Q: 3 clusters Score -1964373 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1964388.500000 Penalty: 4821.112793
	Iteration 65Q: 3 clusters Score -1964388 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1964400.625000 Penalty: 4821.112793
	Iteration 66Q: 3 clusters Score -1964401 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1964407.000000 Penalty: 4821.112793
	Iteration 67Q: 3 clusters Score -1964407 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1964420.750000 Penalty: 4821.112793
	Iteration 68Q: 3 clusters Score -1964421 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1964438.125000 Penalty: 4821.112793
	Iteration 69Q: 3 clusters Score -1964438 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1964442.125000 Penalty: 4821.112793
	Iteration 70Q: 3 clusters Score -1964442 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1964456.375000 Penalty: 4821.112793
	Iteration 71Q: 3 clusters Score -1964456 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1964464.750000 Penalty: 4821.112793
	Iteration 72Q: 3 clusters Score -1964465 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1964481.750000 Penalty: 4821.112793
	Iteration 73Q: 3 clusters Score -1964482 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1964494.125000 Penalty: 4821.112793
	Iteration 74Q: 3 clusters Score -1964494 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1964499.375000 Penalty: 4821.112793
	Iteration 75Q: 3 clusters Score -1964499 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1964507.250000 Penalty: 4821.112793
	Iteration 76Q: 3 clusters Score -1964507 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1964516.250000 Penalty: 4821.112793
	Iteration 77Q: 3 clusters Score -1964516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1964512.000000 Penalty: 4821.112793
	Iteration 78Q: 3 clusters Score -1964512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1964519.625000 Penalty: 4821.112793
	Iteration 79Q: 3 clusters Score -1964520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1964526.750000 Penalty: 4821.112793
	Iteration 80F: 3 clusters Score -1964527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1964527.875000 Penalty: 4821.112793
	Iteration 81Q: 3 clusters Score -1964528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1964539.000000 Penalty: 4821.112793
	Iteration 82Q: 3 clusters Score -1964539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1964536.500000 Penalty: 4821.112793
	Iteration 83Q: 3 clusters Score -1964536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1964544.750000 Penalty: 4821.112793
	Iteration 84Q: 3 clusters Score -1964545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1964545.625000 Penalty: 4821.112793
	Iteration 85Q: 3 clusters Score -1964546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1964552.375000 Penalty: 4821.112793
	Iteration 86Q: 3 clusters Score -1964552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1964554.750000 Penalty: 4821.112793
	Iteration 87Q: 3 clusters Score -1964555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1964555.500000 Penalty: 4821.112793
	Iteration 88Q: 3 clusters Score -1964556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1964562.000000 Penalty: 4821.112793
	Iteration 89Q: 3 clusters Score -1964562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1964568.625000 Penalty: 4821.112793
	Iteration 90Q: 3 clusters Score -1964569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1964568.125000 Penalty: 4821.112793
	Iteration 91Q: 3 clusters Score -1964568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1964568.375000 Penalty: 4821.112793
	Iteration 92Q: 3 clusters Score -1964568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1964567.375000 Penalty: 4821.112793
	Iteration 93Q: 3 clusters Score -1964567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1964567.375000 Penalty: 4821.112793
	Iteration 94F: 3 clusters Score -1964567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Entering Unmasked Estep 
Score: -1314179.125000 Penalty: 2315.328857
	Iteration 0F: 2 clusters Score -1314179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1305707.875000 Penalty: 4630.657715
	Iteration 0F: 3 clusters Score -1305708 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1308206.000000 Penalty: 4630.657715
	Iteration 1F: 3 clusters Score -1308206 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1308569.750000 Penalty: 4630.657715
	Iteration 2F: 3 clusters Score -1308570 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1308881.875000 Penalty: 4630.657715
	Iteration 3F: 3 clusters Score -1308882 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1309162.500000 Penalty: 4630.657715
	Iteration 4Q: 3 clusters Score -1309162 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1309407.375000 Penalty: 4630.657715
	Iteration 5Q: 3 clusters Score -1309407 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1309624.125000 Penalty: 4630.657715
	Iteration 6Q: 3 clusters Score -1309624 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1309807.500000 Penalty: 4630.657715
	Iteration 7Q: 3 clusters Score -1309808 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1309963.000000 Penalty: 4630.657715
	Iteration 8Q: 3 clusters Score -1309963 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1310087.375000 Penalty: 4630.657715
	Iteration 9Q: 3 clusters Score -1310087 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1310200.375000 Penalty: 4630.657715
	Iteration 10Q: 3 clusters Score -1310200 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1310295.375000 Penalty: 4630.657715
	Iteration 11Q: 3 clusters Score -1310295 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1310360.500000 Penalty: 4630.657715
	Iteration 12Q: 3 clusters Score -1310360 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1310426.000000 Penalty: 4630.657715
	Iteration 13Q: 3 clusters Score -1310426 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1310483.250000 Penalty: 4630.657715
	Iteration 14Q: 3 clusters Score -1310483 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1310540.875000 Penalty: 4630.657715
	Iteration 15Q: 3 clusters Score -1310541 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1310598.625000 Penalty: 4630.657715
	Iteration 16Q: 3 clusters Score -1310599 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1310665.500000 Penalty: 4630.657715
	Iteration 17Q: 3 clusters Score -1310666 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1310744.750000 Penalty: 4630.657715
	Iteration 18Q: 3 clusters Score -1310745 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1310819.375000 Penalty: 4630.657715
	Iteration 19Q: 3 clusters Score -1310819 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1310889.875000 Penalty: 4630.657715
	Iteration 20F: 3 clusters Score -1310890 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1310973.500000 Penalty: 4630.657715
	Iteration 21Q: 3 clusters Score -1310974 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1311059.750000 Penalty: 4630.657715
	Iteration 22Q: 3 clusters Score -1311060 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1311160.500000 Penalty: 4630.657715
	Iteration 23Q: 3 clusters Score -1311160 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1311252.750000 Penalty: 4630.657715
	Iteration 24Q: 3 clusters Score -1311253 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1311353.250000 Penalty: 4630.657715
	Iteration 25Q: 3 clusters Score -1311353 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1311438.875000 Penalty: 4630.657715
	Iteration 26Q: 3 clusters Score -1311439 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1311519.750000 Penalty: 4630.657715
	Iteration 27Q: 3 clusters Score -1311520 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1311580.500000 Penalty: 4630.657715
	Iteration 28Q: 3 clusters Score -1311580 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1311642.250000 Penalty: 4630.657715
	Iteration 29Q: 3 clusters Score -1311642 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1311696.250000 Penalty: 4630.657715
	Iteration 30Q: 3 clusters Score -1311696 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1311753.375000 Penalty: 4630.657715
	Iteration 31Q: 3 clusters Score -1311753 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1311802.125000 Penalty: 4630.657715
	Iteration 32Q: 3 clusters Score -1311802 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1311844.500000 Penalty: 4630.657715
	Iteration 33Q: 3 clusters Score -1311844 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1311879.375000 Penalty: 4630.657715
	Iteration 34Q: 3 clusters Score -1311879 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1311916.875000 Penalty: 4630.657715
	Iteration 35Q: 3 clusters Score -1311917 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1311960.750000 Penalty: 4630.657715
	Iteration 36Q: 3 clusters Score -1311961 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1312006.875000 Penalty: 4630.657715
	Iteration 37Q: 3 clusters Score -1312007 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1312041.000000 Penalty: 4630.657715
	Iteration 38Q: 3 clusters Score -1312041 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1312072.000000 Penalty: 4630.657715
	Iteration 39Q: 3 clusters Score -1312072 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1312095.875000 Penalty: 4630.657715
	Iteration 40F: 3 clusters Score -1312096 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1312112.875000 Penalty: 4630.657715
	Iteration 41Q: 3 clusters Score -1312113 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1312137.125000 Penalty: 4630.657715
	Iteration 42Q: 3 clusters Score -1312137 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1312150.375000 Penalty: 4630.657715
	Iteration 43Q: 3 clusters Score -1312150 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1312166.125000 Penalty: 4630.657715
	Iteration 44Q: 3 clusters Score -1312166 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1312178.250000 Penalty: 4630.657715
	Iteration 45Q: 3 clusters Score -1312178 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1312195.500000 Penalty: 4630.657715
	Iteration 46Q: 3 clusters Score -1312196 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1312207.250000 Penalty: 4630.657715
	Iteration 47Q: 3 clusters Score -1312207 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1312216.000000 Penalty: 4630.657715
	Iteration 48Q: 3 clusters Score -1312216 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1312233.875000 Penalty: 4630.657715
	Iteration 49Q: 3 clusters Score -1312234 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1312246.250000 Penalty: 4630.657715
	Iteration 50Q: 3 clusters Score -1312246 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1312251.500000 Penalty: 4630.657715
	Iteration 51Q: 3 clusters Score -1312252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1312256.500000 Penalty: 4630.657715
	Iteration 52Q: 3 clusters Score -1312256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1312258.250000 Penalty: 4630.657715
	Iteration 53Q: 3 clusters Score -1312258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1312264.125000 Penalty: 4630.657715
	Iteration 54Q: 3 clusters Score -1312264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1312267.875000 Penalty: 4630.657715
	Iteration 55Q: 3 clusters Score -1312268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1312273.125000 Penalty: 4630.657715
	Iteration 56Q: 3 clusters Score -1312273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1312273.625000 Penalty: 4630.657715
	Iteration 57Q: 3 clusters Score -1312274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1312277.625000 Penalty: 4630.657715
	Iteration 58Q: 3 clusters Score -1312278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1312283.250000 Penalty: 4630.657715
	Iteration 59Q: 3 clusters Score -1312283 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1312288.125000 Penalty: 4630.657715
	Iteration 60F: 3 clusters Score -1312288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1312291.250000 Penalty: 4630.657715
	Iteration 61Q: 3 clusters Score -1312291 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1312296.875000 Penalty: 4630.657715
	Iteration 62Q: 3 clusters Score -1312297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1312300.750000 Penalty: 4630.657715
	Iteration 63Q: 3 clusters Score -1312301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1312300.375000 Penalty: 4630.657715
	Iteration 64Q: 3 clusters Score -1312300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1312302.125000 Penalty: 4630.657715
	Iteration 65Q: 3 clusters Score -1312302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1312301.000000 Penalty: 4630.657715
	Iteration 66Q: 3 clusters Score -1312301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1312301.000000 Penalty: 4630.657715
	Iteration 67Q: 3 clusters Score -1312301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1312301.750000 Penalty: 4630.657715
	Iteration 68Q: 3 clusters Score -1312302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1312301.750000 Penalty: 4630.657715
	Iteration 69F: 3 clusters Score -1312302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Entering Unmasked Estep 
Score: -706958.812500 Penalty: 2170.757812
	Iteration 0F: 2 clusters Score -706958.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -701651.187500 Penalty: 4341.515625
	Iteration 0F: 3 clusters Score -701651.2 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -703057.000000 Penalty: 4341.515625
	Iteration 1F: 3 clusters Score -703057 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -703423.500000 Penalty: 4341.515625
	Iteration 2F: 3 clusters Score -703423.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -703732.687500 Penalty: 4341.515625
	Iteration 3F: 3 clusters Score -703732.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -704069.500000 Penalty: 4341.515625
	Iteration 4F: 3 clusters Score -704069.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -704394.875000 Penalty: 4341.515625
	Iteration 5F: 3 clusters Score -704394.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -704710.437500 Penalty: 4341.515625
	Iteration 6F: 3 clusters Score -704710.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -704966.562500 Penalty: 4341.515625
	Iteration 7F: 3 clusters Score -704966.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -705157.687500 Penalty: 4341.515625
	Iteration 8Q: 3 clusters Score -705157.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -705291.875000 Penalty: 4341.515625
	Iteration 9Q: 3 clusters Score -705291.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -705414.312500 Penalty: 4341.515625
	Iteration 10Q: 3 clusters Score -705414.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -705516.062500 Penalty: 4341.515625
	Iteration 11Q: 3 clusters Score -705516.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -705583.125000 Penalty: 4341.515625
	Iteration 12Q: 3 clusters Score -705583.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -705645.500000 Penalty: 4341.515625
	Iteration 13Q: 3 clusters Score -705645.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -705689.937500 Penalty: 4341.515625
	Iteration 14Q: 3 clusters Score -705689.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -705727.250000 Penalty: 4341.515625
	Iteration 15Q: 3 clusters Score -705727.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -705751.312500 Penalty: 4341.515625
	Iteration 16Q: 3 clusters Score -705751.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -705770.625000 Penalty: 4341.515625
	Iteration 17Q: 3 clusters Score -705770.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -705790.625000 Penalty: 4341.515625
	Iteration 18Q: 3 clusters Score -705790.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -705800.312500 Penalty: 4341.515625
	Iteration 19Q: 3 clusters Score -705800.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -705810.062500 Penalty: 4341.515625
	Iteration 20F: 3 clusters Score -705810.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -705815.687500 Penalty: 4341.515625
	Iteration 21Q: 3 clusters Score -705815.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -705820.812500 Penalty: 4341.515625
	Iteration 22Q: 3 clusters Score -705820.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -705823.187500 Penalty: 4341.515625
	Iteration 23Q: 3 clusters Score -705823.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -705827.062500 Penalty: 4341.515625
	Iteration 24Q: 3 clusters Score -705827.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -705831.000000 Penalty: 4341.515625
	Iteration 25Q: 3 clusters Score -705831 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -705839.500000 Penalty: 4341.515625
	Iteration 26Q: 3 clusters Score -705839.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -705844.875000 Penalty: 4341.515625
	Iteration 27Q: 3 clusters Score -705844.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -705850.312500 Penalty: 4341.515625
	Iteration 28Q: 3 clusters Score -705850.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -705855.187500 Penalty: 4341.515625
	Iteration 29Q: 3 clusters Score -705855.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -705856.750000 Penalty: 4341.515625
	Iteration 30Q: 3 clusters Score -705856.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -705862.625000 Penalty: 4341.515625
	Iteration 31Q: 3 clusters Score -705862.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -705867.312500 Penalty: 4341.515625
	Iteration 32Q: 3 clusters Score -705867.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -705871.000000 Penalty: 4341.515625
	Iteration 33Q: 3 clusters Score -705871 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -705879.375000 Penalty: 4341.515625
	Iteration 34Q: 3 clusters Score -705879.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -705880.562500 Penalty: 4341.515625
	Iteration 35Q: 3 clusters Score -705880.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -705884.500000 Penalty: 4341.515625
	Iteration 36Q: 3 clusters Score -705884.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -705888.250000 Penalty: 4341.515625
	Iteration 37Q: 3 clusters Score -705888.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -705891.312500 Penalty: 4341.515625
	Iteration 38Q: 3 clusters Score -705891.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -705891.750000 Penalty: 4341.515625
	Iteration 39Q: 3 clusters Score -705891.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -705892.062500 Penalty: 4341.515625
	Iteration 40F: 3 clusters Score -705892.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -705892.750000 Penalty: 4341.515625
	Iteration 41Q: 3 clusters Score -705892.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -705893.312500 Penalty: 4341.515625
	Iteration 42Q: 3 clusters Score -705893.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -705895.187500 Penalty: 4341.515625
	Iteration 43Q: 3 clusters Score -705895.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -705894.937500 Penalty: 4341.515625
	Iteration 44Q: 3 clusters Score -705894.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -705895.187500 Penalty: 4341.515625
	Iteration 45Q: 3 clusters Score -705895.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -705895.187500 Penalty: 4341.515625
	Iteration 46F: 3 clusters Score -705895.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (38359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Entering Unmasked Estep 
Score: -4306872.500000 Penalty: 2617.576660
	Iteration 0F: 2 clusters Score -4306872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -4280929.000000 Penalty: 5235.153320
	Iteration 0F: 3 clusters Score -4280929 nChanged 17321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -4290564.500000 Penalty: 5235.153320
	Iteration 1F: 3 clusters Score -4290564 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -4291297.000000 Penalty: 5235.153320
	Iteration 2F: 3 clusters Score -4291297 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -4292129.000000 Penalty: 5235.153320
	Iteration 3Q: 3 clusters Score -4292129 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -4293032.500000 Penalty: 5235.153320
	Iteration 4F: 3 clusters Score -4293032 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -4293873.000000 Penalty: 5235.153320
	Iteration 5Q: 3 clusters Score -4293873 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -4294698.500000 Penalty: 5235.153320
	Iteration 6Q: 3 clusters Score -4294698 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -4295437.500000 Penalty: 5235.153320
	Iteration 7Q: 3 clusters Score -4295438 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -4296195.500000 Penalty: 5235.153320
	Iteration 8Q: 3 clusters Score -4296196 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -4297004.000000 Penalty: 5235.153320
	Iteration 9Q: 3 clusters Score -4297004 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -4297834.000000 Penalty: 5235.153320
	Iteration 10Q: 3 clusters Score -4297834 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -4298747.000000 Penalty: 5235.153320
	Iteration 11Q: 3 clusters Score -4298747 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 29137 members 
Entering Unmasked Estep 
Score: -4299644.500000 Penalty: 5235.153320
	Iteration 12Q: 3 clusters Score -4299644 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -4300547.500000 Penalty: 5235.153320
	Iteration 13Q: 3 clusters Score -4300548 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -4301376.500000 Penalty: 5235.153320
	Iteration 14Q: 3 clusters Score -4301376 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 32991 members 
Entering Unmasked Estep 
Score: -4302188.000000 Penalty: 5235.153320
	Iteration 15Q: 3 clusters Score -4302188 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -4302909.000000 Penalty: 5235.153320
	Iteration 16Q: 3 clusters Score -4302909 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 34913 members 
Entering Unmasked Estep 
Score: -4303498.000000 Penalty: 5235.153320
	Iteration 17Q: 3 clusters Score -4303498 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 35597 members 
Entering Unmasked Estep 
Score: -4304005.000000 Penalty: 5235.153320
	Iteration 18Q: 3 clusters Score -4304005 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -4304413.000000 Penalty: 5235.153320
	Iteration 19Q: 3 clusters Score -4304413 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 36535 members 
Entering Unmasked Estep 
Score: -4304731.500000 Penalty: 5235.153320
	Iteration 20F: 3 clusters Score -4304732 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 36803 members 
Entering Unmasked Estep 
Score: -4304907.500000 Penalty: 5235.153320
	Iteration 21Q: 3 clusters Score -4304908 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -4305059.500000 Penalty: 5235.153320
	Iteration 22Q: 3 clusters Score -4305060 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 37106 members 
Entering Unmasked Estep 
Score: -4305152.500000 Penalty: 5235.153320
	Iteration 23Q: 3 clusters Score -4305152 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -4305223.500000 Penalty: 5235.153320
	Iteration 24Q: 3 clusters Score -4305224 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 37249 members 
Entering Unmasked Estep 
Score: -4305279.000000 Penalty: 5235.153320
	Iteration 25Q: 3 clusters Score -4305279 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 37281 members 
Entering Unmasked Estep 
Score: -4305312.000000 Penalty: 5235.153320
	Iteration 26Q: 3 clusters Score -4305312 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 37308 members 
Entering Unmasked Estep 
Score: -4305335.500000 Penalty: 5235.153320
	Iteration 27Q: 3 clusters Score -4305336 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 37331 members 
Entering Unmasked Estep 
Score: -4305355.000000 Penalty: 5235.153320
	Iteration 28Q: 3 clusters Score -4305355 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -4305377.500000 Penalty: 5235.153320
	Iteration 29Q: 3 clusters Score -4305378 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 37372 members 
Entering Unmasked Estep 
Score: -4305389.500000 Penalty: 5235.153320
	Iteration 30Q: 3 clusters Score -4305390 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 37372 members 
Entering Unmasked Estep 
Score: -4305408.000000 Penalty: 5235.153320
	Iteration 31Q: 3 clusters Score -4305408 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 37372 members 
Entering Unmasked Estep 
Score: -4305417.000000 Penalty: 5235.153320
	Iteration 32Q: 3 clusters Score -4305417 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 37375 members 
Entering Unmasked Estep 
Score: -4305435.000000 Penalty: 5235.153320
	Iteration 33Q: 3 clusters Score -4305435 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 37372 members 
Entering Unmasked Estep 
Score: -4305457.000000 Penalty: 5235.153320
	Iteration 34Q: 3 clusters Score -4305457 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -4305472.000000 Penalty: 5235.153320
	Iteration 35Q: 3 clusters Score -4305472 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 37370 members 
Entering Unmasked Estep 
Score: -4305477.000000 Penalty: 5235.153320
	Iteration 36Q: 3 clusters Score -4305477 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 37380 members 
Entering Unmasked Estep 
Score: -4305487.500000 Penalty: 5235.153320
	Iteration 37Q: 3 clusters Score -4305488 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 37382 members 
Entering Unmasked Estep 
Score: -4305495.500000 Penalty: 5235.153320
	Iteration 38Q: 3 clusters Score -4305496 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 37379 members 
Entering Unmasked Estep 
Score: -4305506.500000 Penalty: 5235.153320
	Iteration 39Q: 3 clusters Score -4305506 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 37385 members 
Entering Unmasked Estep 
Score: -4305535.000000 Penalty: 5235.153320
	Iteration 40F: 3 clusters Score -4305535 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 37374 members 
Entering Unmasked Estep 
Score: -4305565.500000 Penalty: 5235.153320
	Iteration 41Q: 3 clusters Score -4305566 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 37368 members 
Entering Unmasked Estep 
Score: -4305575.000000 Penalty: 5235.153320
	Iteration 42Q: 3 clusters Score -4305575 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -4305599.500000 Penalty: 5235.153320
	Iteration 43Q: 3 clusters Score -4305600 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 37364 members 
Entering Unmasked Estep 
Score: -4305606.500000 Penalty: 5235.153320
	Iteration 44Q: 3 clusters Score -4305606 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 37357 members 
Entering Unmasked Estep 
Score: -4305617.000000 Penalty: 5235.153320
	Iteration 45Q: 3 clusters Score -4305617 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
Score: -4305637.500000 Penalty: 5235.153320
	Iteration 46Q: 3 clusters Score -4305638 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 37327 members 
Entering Unmasked Estep 
Score: -4305642.500000 Penalty: 5235.153320
	Iteration 47Q: 3 clusters Score -4305642 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 37318 members 
Entering Unmasked Estep 
Score: -4305654.000000 Penalty: 5235.153320
	Iteration 48Q: 3 clusters Score -4305654 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -4305675.000000 Penalty: 5235.153320
	Iteration 49Q: 3 clusters Score -4305675 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -4305676.000000 Penalty: 5235.153320
	Iteration 50Q: 3 clusters Score -4305676 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 37300 members 
Entering Unmasked Estep 
Score: -4305693.000000 Penalty: 5235.153320
	Iteration 51Q: 3 clusters Score -4305693 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 37304 members 
Entering Unmasked Estep 
Score: -4305700.000000 Penalty: 5235.153320
	Iteration 52Q: 3 clusters Score -4305700 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 37309 members 
Entering Unmasked Estep 
Score: -4305702.000000 Penalty: 5235.153320
	Iteration 53Q: 3 clusters Score -4305702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 37314 members 
Entering Unmasked Estep 
Score: -4305710.000000 Penalty: 5235.153320
	Iteration 54Q: 3 clusters Score -4305710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 37317 members 
Entering Unmasked Estep 
Score: -4305708.000000 Penalty: 5235.153320
	Iteration 55Q: 3 clusters Score -4305708 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 37323 members 
Entering Unmasked Estep 
Score: -4305716.500000 Penalty: 5235.153320
	Iteration 56Q: 3 clusters Score -4305716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 37322 members 
Entering Unmasked Estep 
Score: -4305718.500000 Penalty: 5235.153320
	Iteration 57Q: 3 clusters Score -4305718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 37319 members 
Entering Unmasked Estep 
Score: -4305720.500000 Penalty: 5235.153320
	Iteration 58Q: 3 clusters Score -4305720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 37313 members 
Entering Unmasked Estep 
Score: -4305730.000000 Penalty: 5235.153320
	Iteration 59Q: 3 clusters Score -4305730 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 37311 members 
Entering Unmasked Estep 
Score: -4305733.500000 Penalty: 5235.153320
	Iteration 60F: 3 clusters Score -4305734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -4305737.500000 Penalty: 5235.153320
	Iteration 61Q: 3 clusters Score -4305738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 37297 members 
Entering Unmasked Estep 
Score: -4305752.000000 Penalty: 5235.153320
	Iteration 62Q: 3 clusters Score -4305752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 37283 members 
Entering Unmasked Estep 
Score: -4305756.500000 Penalty: 5235.153320
	Iteration 63Q: 3 clusters Score -4305756 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 37270 members 
Entering Unmasked Estep 
Score: -4305769.000000 Penalty: 5235.153320
	Iteration 64Q: 3 clusters Score -4305769 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 37259 members 
Entering Unmasked Estep 
Score: -4305776.000000 Penalty: 5235.153320
	Iteration 65Q: 3 clusters Score -4305776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 37256 members 
Entering Unmasked Estep 
Score: -4305780.500000 Penalty: 5235.153320
	Iteration 66Q: 3 clusters Score -4305780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 37251 members 
Entering Unmasked Estep 
Score: -4305779.500000 Penalty: 5235.153320
	Iteration 67Q: 3 clusters Score -4305780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 37250 members 
Entering Unmasked Estep 
Score: -4305788.000000 Penalty: 5235.153320
	Iteration 68Q: 3 clusters Score -4305788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 37249 members 
Entering Unmasked Estep 
Score: -4305787.500000 Penalty: 5235.153320
	Iteration 69Q: 3 clusters Score -4305788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 37245 members 
Entering Unmasked Estep 
Score: -4305788.000000 Penalty: 5235.153320
	Iteration 70Q: 3 clusters Score -4305788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 37243 members 
Entering Unmasked Estep 
Score: -4305794.000000 Penalty: 5235.153320
	Iteration 71Q: 3 clusters Score -4305794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 37241 members 
Entering Unmasked Estep 
Score: -4305796.000000 Penalty: 5235.153320
	Iteration 72Q: 3 clusters Score -4305796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 37235 members 
Entering Unmasked Estep 
Score: -4305798.500000 Penalty: 5235.153320
	Iteration 73Q: 3 clusters Score -4305798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 37233 members 
Entering Unmasked Estep 
Score: -4305799.000000 Penalty: 5235.153320
	Iteration 74Q: 3 clusters Score -4305799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 37230 members 
Entering Unmasked Estep 
Score: -4305808.000000 Penalty: 5235.153320
	Iteration 75Q: 3 clusters Score -4305808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 37231 members 
Entering Unmasked Estep 
Score: -4305802.500000 Penalty: 5235.153320
	Iteration 76Q: 3 clusters Score -4305802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 37230 members 
Entering Unmasked Estep 
Score: -4305812.500000 Penalty: 5235.153320
	Iteration 77Q: 3 clusters Score -4305812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 37228 members 
Entering Unmasked Estep 
Score: -4305813.500000 Penalty: 5235.153320
	Iteration 78Q: 3 clusters Score -4305814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 37226 members 
Entering Unmasked Estep 
Score: -4305814.000000 Penalty: 5235.153320
	Iteration 79Q: 3 clusters Score -4305814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 37226 members 
Entering Unmasked Estep 
Score: -4305810.500000 Penalty: 5235.153320
	Iteration 80F: 3 clusters Score -4305810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Entering Unmasked Estep 
Score: -324054.531250 Penalty: 1970.322021
	Iteration 0F: 2 clusters Score -324054.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -320894.156250 Penalty: 3940.644043
	Iteration 0F: 3 clusters Score -320894.2 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -321509.500000 Penalty: 3940.644043
	Iteration 1F: 3 clusters Score -321509.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -321679.406250 Penalty: 3940.644043
	Iteration 2F: 3 clusters Score -321679.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -321759.531250 Penalty: 3940.644043
	Iteration 3Q: 3 clusters Score -321759.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -321813.468750 Penalty: 3940.644043
	Iteration 4Q: 3 clusters Score -321813.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -321861.531250 Penalty: 3940.644043
	Iteration 5Q: 3 clusters Score -321861.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -321907.593750 Penalty: 3940.644043
	Iteration 6Q: 3 clusters Score -321907.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -321939.312500 Penalty: 3940.644043
	Iteration 7Q: 3 clusters Score -321939.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -321957.656250 Penalty: 3940.644043
	Iteration 8Q: 3 clusters Score -321957.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -321968.937500 Penalty: 3940.644043
	Iteration 9Q: 3 clusters Score -321968.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -321978.000000 Penalty: 3940.644043
	Iteration 10Q: 3 clusters Score -321978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -321986.875000 Penalty: 3940.644043
	Iteration 11Q: 3 clusters Score -321986.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -321989.562500 Penalty: 3940.644043
	Iteration 12Q: 3 clusters Score -321989.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -321991.968750 Penalty: 3940.644043
	Iteration 13Q: 3 clusters Score -321992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -321993.718750 Penalty: 3940.644043
	Iteration 14Q: 3 clusters Score -321993.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -321995.468750 Penalty: 3940.644043
	Iteration 15Q: 3 clusters Score -321995.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -321996.781250 Penalty: 3940.644043
	Iteration 16Q: 3 clusters Score -321996.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -321997.750000 Penalty: 3940.644043
	Iteration 17Q: 3 clusters Score -321997.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -321997.531250 Penalty: 3940.644043
	Iteration 18Q: 3 clusters Score -321997.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -321998.593750 Penalty: 3940.644043
	Iteration 19Q: 3 clusters Score -321998.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -321998.875000 Penalty: 3940.644043
	Iteration 20F: 3 clusters Score -321998.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -321998.968750 Penalty: 3940.644043
	Iteration 21Q: 3 clusters Score -321999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -321999.250000 Penalty: 3940.644043
	Iteration 22Q: 3 clusters Score -321999.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -321999.250000 Penalty: 3940.644043
	Iteration 23F: 3 clusters Score -321999.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -1227983.500000 Penalty: 2297.489502
	Iteration 0F: 2 clusters Score -1227984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1219958.250000 Penalty: 4594.979004
	Iteration 0F: 3 clusters Score -1219958 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1222533.500000 Penalty: 4594.979004
	Iteration 1F: 3 clusters Score -1222534 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1223038.125000 Penalty: 4594.979004
	Iteration 2F: 3 clusters Score -1223038 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1223509.625000 Penalty: 4594.979004
	Iteration 3F: 3 clusters Score -1223510 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1223944.625000 Penalty: 4594.979004
	Iteration 4F: 3 clusters Score -1223945 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1224327.250000 Penalty: 4594.979004
	Iteration 5F: 3 clusters Score -1224327 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1224660.875000 Penalty: 4594.979004
	Iteration 6F: 3 clusters Score -1224661 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1224895.625000 Penalty: 4594.979004
	Iteration 7Q: 3 clusters Score -1224896 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1225021.125000 Penalty: 4594.979004
	Iteration 8Q: 3 clusters Score -1225021 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1225130.375000 Penalty: 4594.979004
	Iteration 9Q: 3 clusters Score -1225130 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1225200.875000 Penalty: 4594.979004
	Iteration 10Q: 3 clusters Score -1225201 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1225259.250000 Penalty: 4594.979004
	Iteration 11Q: 3 clusters Score -1225259 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1225306.000000 Penalty: 4594.979004
	Iteration 12Q: 3 clusters Score -1225306 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1225339.500000 Penalty: 4594.979004
	Iteration 13Q: 3 clusters Score -1225340 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1225367.250000 Penalty: 4594.979004
	Iteration 14Q: 3 clusters Score -1225367 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1225388.750000 Penalty: 4594.979004
	Iteration 15Q: 3 clusters Score -1225389 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1225407.750000 Penalty: 4594.979004
	Iteration 16Q: 3 clusters Score -1225408 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1225422.125000 Penalty: 4594.979004
	Iteration 17Q: 3 clusters Score -1225422 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1225434.500000 Penalty: 4594.979004
	Iteration 18Q: 3 clusters Score -1225434 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1225446.750000 Penalty: 4594.979004
	Iteration 19Q: 3 clusters Score -1225447 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1225453.875000 Penalty: 4594.979004
	Iteration 20F: 3 clusters Score -1225454 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1225462.125000 Penalty: 4594.979004
	Iteration 21Q: 3 clusters Score -1225462 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1225467.625000 Penalty: 4594.979004
	Iteration 22Q: 3 clusters Score -1225468 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1225471.625000 Penalty: 4594.979004
	Iteration 23Q: 3 clusters Score -1225472 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1225480.750000 Penalty: 4594.979004
	Iteration 24Q: 3 clusters Score -1225481 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1225479.250000 Penalty: 4594.979004
	Iteration 25Q: 3 clusters Score -1225479 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1225486.000000 Penalty: 4594.979004
	Iteration 26Q: 3 clusters Score -1225486 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1225495.250000 Penalty: 4594.979004
	Iteration 27Q: 3 clusters Score -1225495 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1225496.000000 Penalty: 4594.979004
	Iteration 28Q: 3 clusters Score -1225496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1225500.500000 Penalty: 4594.979004
	Iteration 29Q: 3 clusters Score -1225500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1225501.125000 Penalty: 4594.979004
	Iteration 30Q: 3 clusters Score -1225501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1225502.000000 Penalty: 4594.979004
	Iteration 31Q: 3 clusters Score -1225502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1225503.500000 Penalty: 4594.979004
	Iteration 32Q: 3 clusters Score -1225504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1225504.125000 Penalty: 4594.979004
	Iteration 33Q: 3 clusters Score -1225504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1225507.500000 Penalty: 4594.979004
	Iteration 34Q: 3 clusters Score -1225508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1225507.375000 Penalty: 4594.979004
	Iteration 35Q: 3 clusters Score -1225507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1225509.750000 Penalty: 4594.979004
	Iteration 36Q: 3 clusters Score -1225510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1225509.625000 Penalty: 4594.979004
	Iteration 37Q: 3 clusters Score -1225510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1225510.750000 Penalty: 4594.979004
	Iteration 38Q: 3 clusters Score -1225511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1225512.000000 Penalty: 4594.979004
	Iteration 39Q: 3 clusters Score -1225512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1225514.000000 Penalty: 4594.979004
	Iteration 40F: 3 clusters Score -1225514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1225514.000000 Penalty: 4594.979004
	Iteration 41Q: 3 clusters Score -1225514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1225514.000000 Penalty: 4594.979004
	Iteration 42F: 3 clusters Score -1225514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Entering Unmasked Estep 
Score: -986478.375000 Penalty: 2231.629883
	Iteration 0F: 2 clusters Score -986478.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -980031.250000 Penalty: 4463.259766
	Iteration 0F: 3 clusters Score -980031.2 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -981881.937500 Penalty: 4463.259766
	Iteration 1F: 3 clusters Score -981881.9 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -982236.562500 Penalty: 4463.259766
	Iteration 2F: 3 clusters Score -982236.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -982530.125000 Penalty: 4463.259766
	Iteration 3F: 3 clusters Score -982530.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -982750.812500 Penalty: 4463.259766
	Iteration 4Q: 3 clusters Score -982750.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -982926.625000 Penalty: 4463.259766
	Iteration 5Q: 3 clusters Score -982926.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -983071.562500 Penalty: 4463.259766
	Iteration 6Q: 3 clusters Score -983071.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -983186.562500 Penalty: 4463.259766
	Iteration 7Q: 3 clusters Score -983186.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -983311.875000 Penalty: 4463.259766
	Iteration 8Q: 3 clusters Score -983311.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -983406.437500 Penalty: 4463.259766
	Iteration 9Q: 3 clusters Score -983406.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -983489.500000 Penalty: 4463.259766
	Iteration 10Q: 3 clusters Score -983489.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -983557.500000 Penalty: 4463.259766
	Iteration 11Q: 3 clusters Score -983557.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -983612.750000 Penalty: 4463.259766
	Iteration 12Q: 3 clusters Score -983612.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -983658.187500 Penalty: 4463.259766
	Iteration 13Q: 3 clusters Score -983658.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -983691.750000 Penalty: 4463.259766
	Iteration 14Q: 3 clusters Score -983691.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -983722.312500 Penalty: 4463.259766
	Iteration 15Q: 3 clusters Score -983722.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -983749.750000 Penalty: 4463.259766
	Iteration 16Q: 3 clusters Score -983749.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -983782.937500 Penalty: 4463.259766
	Iteration 17Q: 3 clusters Score -983782.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -983804.750000 Penalty: 4463.259766
	Iteration 18Q: 3 clusters Score -983804.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -983824.625000 Penalty: 4463.259766
	Iteration 19Q: 3 clusters Score -983824.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -983836.625000 Penalty: 4463.259766
	Iteration 20F: 3 clusters Score -983836.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -983848.437500 Penalty: 4463.259766
	Iteration 21Q: 3 clusters Score -983848.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -983859.250000 Penalty: 4463.259766
	Iteration 22Q: 3 clusters Score -983859.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -983870.125000 Penalty: 4463.259766
	Iteration 23Q: 3 clusters Score -983870.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -983879.375000 Penalty: 4463.259766
	Iteration 24Q: 3 clusters Score -983879.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -983892.562500 Penalty: 4463.259766
	Iteration 25Q: 3 clusters Score -983892.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -983900.812500 Penalty: 4463.259766
	Iteration 26Q: 3 clusters Score -983900.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -983909.187500 Penalty: 4463.259766
	Iteration 27Q: 3 clusters Score -983909.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -983915.562500 Penalty: 4463.259766
	Iteration 28Q: 3 clusters Score -983915.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -983921.437500 Penalty: 4463.259766
	Iteration 29Q: 3 clusters Score -983921.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -983925.500000 Penalty: 4463.259766
	Iteration 30Q: 3 clusters Score -983925.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -983927.125000 Penalty: 4463.259766
	Iteration 31Q: 3 clusters Score -983927.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -983930.937500 Penalty: 4463.259766
	Iteration 32Q: 3 clusters Score -983930.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -983930.875000 Penalty: 4463.259766
	Iteration 33Q: 3 clusters Score -983930.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -983933.125000 Penalty: 4463.259766
	Iteration 34Q: 3 clusters Score -983933.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -983935.375000 Penalty: 4463.259766
	Iteration 35Q: 3 clusters Score -983935.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -983939.187500 Penalty: 4463.259766
	Iteration 36Q: 3 clusters Score -983939.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -983939.312500 Penalty: 4463.259766
	Iteration 37Q: 3 clusters Score -983939.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -983939.500000 Penalty: 4463.259766
	Iteration 38Q: 3 clusters Score -983939.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -983938.937500 Penalty: 4463.259766
	Iteration 39Q: 3 clusters Score -983938.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -983939.000000 Penalty: 4463.259766
	Iteration 40F: 3 clusters Score -983939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -983942.562500 Penalty: 4463.259766
	Iteration 41Q: 3 clusters Score -983942.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -983944.187500 Penalty: 4463.259766
	Iteration 42Q: 3 clusters Score -983944.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -983944.187500 Penalty: 4463.259766
	Iteration 43Q: 3 clusters Score -983944.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -983943.375000 Penalty: 4463.259766
	Iteration 44Q: 3 clusters Score -983943.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -983943.437500 Penalty: 4463.259766
	Iteration 45Q: 3 clusters Score -983943.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -983942.937500 Penalty: 4463.259766
	Iteration 46Q: 3 clusters Score -983942.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -983944.812500 Penalty: 4463.259766
	Iteration 47Q: 3 clusters Score -983944.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -983944.000000 Penalty: 4463.259766
	Iteration 48Q: 3 clusters Score -983944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -983944.375000 Penalty: 4463.259766
	Iteration 49Q: 3 clusters Score -983944.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -983944.000000 Penalty: 4463.259766
	Iteration 50Q: 3 clusters Score -983944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -983942.812500 Penalty: 4463.259766
	Iteration 51Q: 3 clusters Score -983942.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -983943.937500 Penalty: 4463.259766
	Iteration 52Q: 3 clusters Score -983943.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -983944.750000 Penalty: 4463.259766
	Iteration 53Q: 3 clusters Score -983944.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -983944.937500 Penalty: 4463.259766
	Iteration 54Q: 3 clusters Score -983944.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -983944.937500 Penalty: 4463.259766
	Iteration 55F: 3 clusters Score -983944.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (221293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221293 members 
Entering Unmasked Estep 
Score: -27156890.000000 Penalty: 3052.196289
	Iteration 0F: 2 clusters Score -2.715689e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110662 members 
Mstep: Class 2 contains 110631 members 
Entering Unmasked Estep 
Score: -27013474.000000 Penalty: 6104.392578
	Iteration 0F: 3 clusters Score -2.701347e+07 nChanged 106303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110651 members 
Mstep: Class 2 contains 110642 members 
Entering Unmasked Estep 
Score: -27076428.000000 Penalty: 6104.392578
	Iteration 1F: 3 clusters Score -2.707643e+07 nChanged 6748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110197 members 
Mstep: Class 2 contains 111096 members 
Entering Unmasked Estep 
Score: -27078242.000000 Penalty: 6104.392578
	Iteration 2Q: 3 clusters Score -2.707824e+07 nChanged 7767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109318 members 
Mstep: Class 2 contains 111975 members 
Entering Unmasked Estep 
Score: -27080894.000000 Penalty: 6104.392578
	Iteration 3Q: 3 clusters Score -2.708089e+07 nChanged 9436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107622 members 
Mstep: Class 2 contains 113671 members 
Entering Unmasked Estep 
Score: -27085062.000000 Penalty: 6104.392578
	Iteration 4Q: 3 clusters Score -2.708506e+07 nChanged 11751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104631 members 
Mstep: Class 2 contains 116662 members 
Entering Unmasked Estep 
Score: -27091388.000000 Penalty: 6104.392578
	Iteration 5F: 3 clusters Score -2.709139e+07 nChanged 14138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100009 members 
Mstep: Class 2 contains 121284 members 
Entering Unmasked Estep 
Score: -27101210.000000 Penalty: 6104.392578
	Iteration 6F: 3 clusters Score -2.710121e+07 nChanged 15908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93931 members 
Mstep: Class 2 contains 127362 members 
Entering Unmasked Estep 
Score: -27113858.000000 Penalty: 6104.392578
	Iteration 7F: 3 clusters Score -2.711386e+07 nChanged 15406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88189 members 
Mstep: Class 2 contains 133104 members 
Entering Unmasked Estep 
Score: -27127044.000000 Penalty: 6104.392578
	Iteration 8F: 3 clusters Score -2.712704e+07 nChanged 12083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83696 members 
Mstep: Class 2 contains 137597 members 
Entering Unmasked Estep 
Score: -27134832.000000 Penalty: 6104.392578
	Iteration 9F: 3 clusters Score -2.713483e+07 nChanged 7791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79777 members 
Mstep: Class 2 contains 141516 members 
Entering Unmasked Estep 
Score: -27138570.000000 Penalty: 6104.392578
	Iteration 10Q: 3 clusters Score -2.713857e+07 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76002 members 
Mstep: Class 2 contains 145291 members 
Entering Unmasked Estep 
Score: -27141284.000000 Penalty: 6104.392578
	Iteration 11Q: 3 clusters Score -2.714128e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72444 members 
Mstep: Class 2 contains 148849 members 
Entering Unmasked Estep 
Score: -27143500.000000 Penalty: 6104.392578
	Iteration 12Q: 3 clusters Score -2.71435e+07 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69174 members 
Mstep: Class 2 contains 152119 members 
Entering Unmasked Estep 
Score: -27145172.000000 Penalty: 6104.392578
	Iteration 13Q: 3 clusters Score -2.714517e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66261 members 
Mstep: Class 2 contains 155032 members 
Entering Unmasked Estep 
Score: -27146380.000000 Penalty: 6104.392578
	Iteration 14Q: 3 clusters Score -2.714638e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63563 members 
Mstep: Class 2 contains 157730 members 
Entering Unmasked Estep 
Score: -27147468.000000 Penalty: 6104.392578
	Iteration 15Q: 3 clusters Score -2.714747e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61144 members 
Mstep: Class 2 contains 160149 members 
Entering Unmasked Estep 
Score: -27148430.000000 Penalty: 6104.392578
	Iteration 16Q: 3 clusters Score -2.714843e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58936 members 
Mstep: Class 2 contains 162357 members 
Entering Unmasked Estep 
Score: -27149228.000000 Penalty: 6104.392578
	Iteration 17Q: 3 clusters Score -2.714923e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56937 members 
Mstep: Class 2 contains 164356 members 
Entering Unmasked Estep 
Score: -27149858.000000 Penalty: 6104.392578
	Iteration 18Q: 3 clusters Score -2.714986e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54974 members 
Mstep: Class 2 contains 166319 members 
Entering Unmasked Estep 
Score: -27150184.000000 Penalty: 6104.392578
	Iteration 19Q: 3 clusters Score -2.715018e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53116 members 
Mstep: Class 2 contains 168177 members 
Entering Unmasked Estep 
Score: -27150616.000000 Penalty: 6104.392578
	Iteration 20F: 3 clusters Score -2.715062e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51292 members 
Mstep: Class 2 contains 170001 members 
Entering Unmasked Estep 
Score: -27151040.000000 Penalty: 6104.392578
	Iteration 21Q: 3 clusters Score -2.715104e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49560 members 
Mstep: Class 2 contains 171733 members 
Entering Unmasked Estep 
Score: -27151384.000000 Penalty: 6104.392578
	Iteration 22Q: 3 clusters Score -2.715138e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47858 members 
Mstep: Class 2 contains 173435 members 
Entering Unmasked Estep 
Score: -27151650.000000 Penalty: 6104.392578
	Iteration 23Q: 3 clusters Score -2.715165e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46228 members 
Mstep: Class 2 contains 175065 members 
Entering Unmasked Estep 
Score: -27151830.000000 Penalty: 6104.392578
	Iteration 24Q: 3 clusters Score -2.715183e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44609 members 
Mstep: Class 2 contains 176684 members 
Entering Unmasked Estep 
Score: -27152052.000000 Penalty: 6104.392578
	Iteration 25Q: 3 clusters Score -2.715205e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43048 members 
Mstep: Class 2 contains 178245 members 
Entering Unmasked Estep 
Score: -27152114.000000 Penalty: 6104.392578
	Iteration 26Q: 3 clusters Score -2.715211e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 179712 members 
Entering Unmasked Estep 
Score: -27152330.000000 Penalty: 6104.392578
	Iteration 27Q: 3 clusters Score -2.715233e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 181127 members 
Entering Unmasked Estep 
Score: -27152522.000000 Penalty: 6104.392578
	Iteration 28Q: 3 clusters Score -2.715252e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38782 members 
Mstep: Class 2 contains 182511 members 
Entering Unmasked Estep 
Score: -27152734.000000 Penalty: 6104.392578
	Iteration 29Q: 3 clusters Score -2.715273e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37403 members 
Mstep: Class 2 contains 183890 members 
Entering Unmasked Estep 
Score: -27152972.000000 Penalty: 6104.392578
	Iteration 30Q: 3 clusters Score -2.715297e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36073 members 
Mstep: Class 2 contains 185220 members 
Entering Unmasked Estep 
Score: -27153128.000000 Penalty: 6104.392578
	Iteration 31Q: 3 clusters Score -2.715313e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34851 members 
Mstep: Class 2 contains 186442 members 
Entering Unmasked Estep 
Score: -27153142.000000 Penalty: 6104.392578
	Iteration 32Q: 3 clusters Score -2.715314e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 187590 members 
Entering Unmasked Estep 
Score: -27153364.000000 Penalty: 6104.392578
	Iteration 33Q: 3 clusters Score -2.715336e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32615 members 
Mstep: Class 2 contains 188678 members 
Entering Unmasked Estep 
Score: -27153440.000000 Penalty: 6104.392578
	Iteration 34Q: 3 clusters Score -2.715344e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 189648 members 
Entering Unmasked Estep 
Score: -27153476.000000 Penalty: 6104.392578
	Iteration 35Q: 3 clusters Score -2.715348e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 190571 members 
Entering Unmasked Estep 
Score: -27153616.000000 Penalty: 6104.392578
	Iteration 36Q: 3 clusters Score -2.715362e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29847 members 
Mstep: Class 2 contains 191446 members 
Entering Unmasked Estep 
Score: -27153644.000000 Penalty: 6104.392578
	Iteration 37Q: 3 clusters Score -2.715364e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 192279 members 
Entering Unmasked Estep 
Score: -27153750.000000 Penalty: 6104.392578
	Iteration 38Q: 3 clusters Score -2.715375e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28190 members 
Mstep: Class 2 contains 193103 members 
Entering Unmasked Estep 
Score: -27153804.000000 Penalty: 6104.392578
	Iteration 39Q: 3 clusters Score -2.71538e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 193909 members 
Entering Unmasked Estep 
Score: -27153768.000000 Penalty: 6104.392578
	Iteration 40F: 3 clusters Score -2.715377e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 194652 members 
Entering Unmasked Estep 
Score: -27153796.000000 Penalty: 6104.392578
	Iteration 41Q: 3 clusters Score -2.71538e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 195382 members 
Entering Unmasked Estep 
Score: -27153892.000000 Penalty: 6104.392578
	Iteration 42Q: 3 clusters Score -2.715389e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 196029 members 
Entering Unmasked Estep 
Score: -27153960.000000 Penalty: 6104.392578
	Iteration 43Q: 3 clusters Score -2.715396e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 196619 members 
Entering Unmasked Estep 
Score: -27154014.000000 Penalty: 6104.392578
	Iteration 44Q: 3 clusters Score -2.715401e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 197144 members 
Entering Unmasked Estep 
Score: -27154064.000000 Penalty: 6104.392578
	Iteration 45Q: 3 clusters Score -2.715406e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 197644 members 
Entering Unmasked Estep 
Score: -27154034.000000 Penalty: 6104.392578
	Iteration 46Q: 3 clusters Score -2.715403e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 198113 members 
Entering Unmasked Estep 
Score: -27153958.000000 Penalty: 6104.392578
	Iteration 47Q: 3 clusters Score -2.715396e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 198572 members 
Entering Unmasked Estep 
Score: -27153988.000000 Penalty: 6104.392578
	Iteration 48Q: 3 clusters Score -2.715399e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 199032 members 
Entering Unmasked Estep 
Score: -27154034.000000 Penalty: 6104.392578
	Iteration 49Q: 3 clusters Score -2.715403e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 199475 members 
Entering Unmasked Estep 
Score: -27154024.000000 Penalty: 6104.392578
	Iteration 50Q: 3 clusters Score -2.715402e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 199907 members 
Entering Unmasked Estep 
Score: -27154004.000000 Penalty: 6104.392578
	Iteration 51Q: 3 clusters Score -2.7154e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 200314 members 
Entering Unmasked Estep 
Score: -27153970.000000 Penalty: 6104.392578
	Iteration 52Q: 3 clusters Score -2.715397e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 200712 members 
Entering Unmasked Estep 
Score: -27154006.000000 Penalty: 6104.392578
	Iteration 53Q: 3 clusters Score -2.715401e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 201079 members 
Entering Unmasked Estep 
Score: -27153994.000000 Penalty: 6104.392578
	Iteration 54Q: 3 clusters Score -2.715399e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 201437 members 
Entering Unmasked Estep 
Score: -27154002.000000 Penalty: 6104.392578
	Iteration 55Q: 3 clusters Score -2.7154e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 201784 members 
Entering Unmasked Estep 
Score: -27154034.000000 Penalty: 6104.392578
	Iteration 56Q: 3 clusters Score -2.715403e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 202130 members 
Entering Unmasked Estep 
Score: -27154124.000000 Penalty: 6104.392578
	Iteration 57Q: 3 clusters Score -2.715412e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 202464 members 
Entering Unmasked Estep 
Score: -27154170.000000 Penalty: 6104.392578
	Iteration 58Q: 3 clusters Score -2.715417e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 202797 members 
Entering Unmasked Estep 
Score: -27154172.000000 Penalty: 6104.392578
	Iteration 59Q: 3 clusters Score -2.715417e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 203153 members 
Entering Unmasked Estep 
Score: -27154156.000000 Penalty: 6104.392578
	Iteration 60F: 3 clusters Score -2.715416e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 203544 members 
Entering Unmasked Estep 
Score: -27154150.000000 Penalty: 6104.392578
	Iteration 61Q: 3 clusters Score -2.715415e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 203930 members 
Entering Unmasked Estep 
Score: -27154226.000000 Penalty: 6104.392578
	Iteration 62Q: 3 clusters Score -2.715423e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 204291 members 
Entering Unmasked Estep 
Score: -27154292.000000 Penalty: 6104.392578
	Iteration 63Q: 3 clusters Score -2.715429e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 204629 members 
Entering Unmasked Estep 
Score: -27154264.000000 Penalty: 6104.392578
	Iteration 64Q: 3 clusters Score -2.715426e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 204971 members 
Entering Unmasked Estep 
Score: -27154300.000000 Penalty: 6104.392578
	Iteration 65Q: 3 clusters Score -2.71543e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 205301 members 
Entering Unmasked Estep 
Score: -27154338.000000 Penalty: 6104.392578
	Iteration 66Q: 3 clusters Score -2.715434e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 205636 members 
Entering Unmasked Estep 
Score: -27154266.000000 Penalty: 6104.392578
	Iteration 67Q: 3 clusters Score -2.715427e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 205946 members 
Entering Unmasked Estep 
Score: -27154298.000000 Penalty: 6104.392578
	Iteration 68Q: 3 clusters Score -2.71543e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 206240 members 
Entering Unmasked Estep 
Score: -27154138.000000 Penalty: 6104.392578
	Iteration 69Q: 3 clusters Score -2.715414e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 206523 members 
Entering Unmasked Estep 
Score: -27154164.000000 Penalty: 6104.392578
	Iteration 70Q: 3 clusters Score -2.715416e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 206798 members 
Entering Unmasked Estep 
Score: -27154174.000000 Penalty: 6104.392578
	Iteration 71Q: 3 clusters Score -2.715417e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 207057 members 
Entering Unmasked Estep 
Score: -27154136.000000 Penalty: 6104.392578
	Iteration 72Q: 3 clusters Score -2.715414e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 207333 members 
Entering Unmasked Estep 
Score: -27154122.000000 Penalty: 6104.392578
	Iteration 73Q: 3 clusters Score -2.715412e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 207622 members 
Entering Unmasked Estep 
Score: -27154178.000000 Penalty: 6104.392578
	Iteration 74Q: 3 clusters Score -2.715418e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 207912 members 
Entering Unmasked Estep 
Score: -27154234.000000 Penalty: 6104.392578
	Iteration 75Q: 3 clusters Score -2.715423e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 208199 members 
Entering Unmasked Estep 
Score: -27154252.000000 Penalty: 6104.392578
	Iteration 76Q: 3 clusters Score -2.715425e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 208462 members 
Entering Unmasked Estep 
Score: -27154306.000000 Penalty: 6104.392578
	Iteration 77Q: 3 clusters Score -2.715431e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 208715 members 
Entering Unmasked Estep 
Score: -27154278.000000 Penalty: 6104.392578
	Iteration 78Q: 3 clusters Score -2.715428e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 208965 members 
Entering Unmasked Estep 
Score: -27154300.000000 Penalty: 6104.392578
	Iteration 79Q: 3 clusters Score -2.71543e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 209194 members 
Entering Unmasked Estep 
Score: -27154366.000000 Penalty: 6104.392578
	Iteration 80F: 3 clusters Score -2.715437e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 209395 members 
Entering Unmasked Estep 
Score: -27154314.000000 Penalty: 6104.392578
	Iteration 81Q: 3 clusters Score -2.715431e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 209600 members 
Entering Unmasked Estep 
Score: -27154378.000000 Penalty: 6104.392578
	Iteration 82Q: 3 clusters Score -2.715438e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 209805 members 
Entering Unmasked Estep 
Score: -27154432.000000 Penalty: 6104.392578
	Iteration 83Q: 3 clusters Score -2.715443e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 210001 members 
Entering Unmasked Estep 
Score: -27154456.000000 Penalty: 6104.392578
	Iteration 84Q: 3 clusters Score -2.715446e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 210209 members 
Entering Unmasked Estep 
Score: -27154484.000000 Penalty: 6104.392578
	Iteration 85Q: 3 clusters Score -2.715448e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 210397 members 
Entering Unmasked Estep 
Score: -27154518.000000 Penalty: 6104.392578
	Iteration 86Q: 3 clusters Score -2.715452e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 210570 members 
Entering Unmasked Estep 
Score: -27154526.000000 Penalty: 6104.392578
	Iteration 87Q: 3 clusters Score -2.715453e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 210768 members 
Entering Unmasked Estep 
Score: -27154602.000000 Penalty: 6104.392578
	Iteration 88Q: 3 clusters Score -2.71546e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 210950 members 
Entering Unmasked Estep 
Score: -27154628.000000 Penalty: 6104.392578
	Iteration 89Q: 3 clusters Score -2.715463e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 211102 members 
Entering Unmasked Estep 
Score: -27154600.000000 Penalty: 6104.392578
	Iteration 90Q: 3 clusters Score -2.71546e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 211254 members 
Entering Unmasked Estep 
Score: -27154578.000000 Penalty: 6104.392578
	Iteration 91Q: 3 clusters Score -2.715458e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 211427 members 
Entering Unmasked Estep 
Score: -27154602.000000 Penalty: 6104.392578
	Iteration 92Q: 3 clusters Score -2.71546e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 211589 members 
Entering Unmasked Estep 
Score: -27154594.000000 Penalty: 6104.392578
	Iteration 93Q: 3 clusters Score -2.715459e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 211721 members 
Entering Unmasked Estep 
Score: -27154616.000000 Penalty: 6104.392578
	Iteration 94Q: 3 clusters Score -2.715462e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 211859 members 
Entering Unmasked Estep 
Score: -27154608.000000 Penalty: 6104.392578
	Iteration 95Q: 3 clusters Score -2.715461e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 212013 members 
Entering Unmasked Estep 
Score: -27154642.000000 Penalty: 6104.392578
	Iteration 96Q: 3 clusters Score -2.715464e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 212164 members 
Entering Unmasked Estep 
Score: -27154638.000000 Penalty: 6104.392578
	Iteration 97Q: 3 clusters Score -2.715464e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 212320 members 
Entering Unmasked Estep 
Score: -27154622.000000 Penalty: 6104.392578
	Iteration 98Q: 3 clusters Score -2.715462e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 212468 members 
Entering Unmasked Estep 
Score: -27154572.000000 Penalty: 6104.392578
	Iteration 99Q: 3 clusters Score -2.715457e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 212592 members 
Entering Unmasked Estep 
Score: -27154566.000000 Penalty: 6104.392578
	Iteration 100F: 3 clusters Score -2.715457e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 212710 members 
Entering Unmasked Estep 
Score: -27154600.000000 Penalty: 6104.392578
	Iteration 101Q: 3 clusters Score -2.71546e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 212842 members 
Entering Unmasked Estep 
Score: -27154620.000000 Penalty: 6104.392578
	Iteration 102Q: 3 clusters Score -2.715462e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 212966 members 
Entering Unmasked Estep 
Score: -27154658.000000 Penalty: 6104.392578
	Iteration 103Q: 3 clusters Score -2.715466e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 213085 members 
Entering Unmasked Estep 
Score: -27154702.000000 Penalty: 6104.392578
	Iteration 104Q: 3 clusters Score -2.71547e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 213193 members 
Entering Unmasked Estep 
Score: -27154692.000000 Penalty: 6104.392578
	Iteration 105Q: 3 clusters Score -2.715469e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 213299 members 
Entering Unmasked Estep 
Score: -27154706.000000 Penalty: 6104.392578
	Iteration 106Q: 3 clusters Score -2.715471e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 213436 members 
Entering Unmasked Estep 
Score: -27154698.000000 Penalty: 6104.392578
	Iteration 107Q: 3 clusters Score -2.71547e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 213561 members 
Entering Unmasked Estep 
Score: -27154722.000000 Penalty: 6104.392578
	Iteration 108Q: 3 clusters Score -2.715472e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 213667 members 
Entering Unmasked Estep 
Score: -27154744.000000 Penalty: 6104.392578
	Iteration 109Q: 3 clusters Score -2.715474e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 213771 members 
Entering Unmasked Estep 
Score: -27154750.000000 Penalty: 6104.392578
	Iteration 110Q: 3 clusters Score -2.715475e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 213864 members 
Entering Unmasked Estep 
Score: -27154796.000000 Penalty: 6104.392578
	Iteration 111Q: 3 clusters Score -2.71548e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 213942 members 
Entering Unmasked Estep 
Score: -27154794.000000 Penalty: 6104.392578
	Iteration 112Q: 3 clusters Score -2.715479e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 214019 members 
Entering Unmasked Estep 
Score: -27154780.000000 Penalty: 6104.392578
	Iteration 113Q: 3 clusters Score -2.715478e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 214102 members 
Entering Unmasked Estep 
Score: -27154788.000000 Penalty: 6104.392578
	Iteration 114Q: 3 clusters Score -2.715479e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 214164 members 
Entering Unmasked Estep 
Score: -27154814.000000 Penalty: 6104.392578
	Iteration 115Q: 3 clusters Score -2.715481e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 214221 members 
Entering Unmasked Estep 
Score: -27154808.000000 Penalty: 6104.392578
	Iteration 116Q: 3 clusters Score -2.715481e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 214284 members 
Entering Unmasked Estep 
Score: -27154782.000000 Penalty: 6104.392578
	Iteration 117Q: 3 clusters Score -2.715478e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 214337 members 
Entering Unmasked Estep 
Score: -27154804.000000 Penalty: 6104.392578
	Iteration 118Q: 3 clusters Score -2.71548e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 214394 members 
Entering Unmasked Estep 
Score: -27154774.000000 Penalty: 6104.392578
	Iteration 119Q: 3 clusters Score -2.715477e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 214460 members 
Entering Unmasked Estep 
Score: -27154806.000000 Penalty: 6104.392578
	Iteration 120F: 3 clusters Score -2.715481e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 214518 members 
Entering Unmasked Estep 
Score: -27154774.000000 Penalty: 6104.392578
	Iteration 121Q: 3 clusters Score -2.715477e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 214583 members 
Entering Unmasked Estep 
Score: -27154812.000000 Penalty: 6104.392578
	Iteration 122Q: 3 clusters Score -2.715481e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 214638 members 
Entering Unmasked Estep 
Score: -27154806.000000 Penalty: 6104.392578
	Iteration 123Q: 3 clusters Score -2.715481e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 214702 members 
Entering Unmasked Estep 
Score: -27154828.000000 Penalty: 6104.392578
	Iteration 124Q: 3 clusters Score -2.715483e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 214767 members 
Entering Unmasked Estep 
Score: -27154812.000000 Penalty: 6104.392578
	Iteration 125Q: 3 clusters Score -2.715481e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 214831 members 
Entering Unmasked Estep 
Score: -27154796.000000 Penalty: 6104.392578
	Iteration 126Q: 3 clusters Score -2.71548e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 214899 members 
Entering Unmasked Estep 
Score: -27154810.000000 Penalty: 6104.392578
	Iteration 127Q: 3 clusters Score -2.715481e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 214961 members 
Entering Unmasked Estep 
Score: -27154800.000000 Penalty: 6104.392578
	Iteration 128Q: 3 clusters Score -2.71548e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 215014 members 
Entering Unmasked Estep 
Score: -27154796.000000 Penalty: 6104.392578
	Iteration 129Q: 3 clusters Score -2.71548e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 215077 members 
Entering Unmasked Estep 
Score: -27154776.000000 Penalty: 6104.392578
	Iteration 130Q: 3 clusters Score -2.715478e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 215127 members 
Entering Unmasked Estep 
Score: -27154810.000000 Penalty: 6104.392578
	Iteration 131Q: 3 clusters Score -2.715481e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 215171 members 
Entering Unmasked Estep 
Score: -27154844.000000 Penalty: 6104.392578
	Iteration 132Q: 3 clusters Score -2.715484e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 215203 members 
Entering Unmasked Estep 
Score: -27154854.000000 Penalty: 6104.392578
	Iteration 133Q: 3 clusters Score -2.715485e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 215229 members 
Entering Unmasked Estep 
Score: -27154842.000000 Penalty: 6104.392578
	Iteration 134Q: 3 clusters Score -2.715484e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 215253 members 
Entering Unmasked Estep 
Score: -27154834.000000 Penalty: 6104.392578
	Iteration 135Q: 3 clusters Score -2.715483e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 215270 members 
Entering Unmasked Estep 
Score: -27154836.000000 Penalty: 6104.392578
	Iteration 136Q: 3 clusters Score -2.715484e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 215293 members 
Entering Unmasked Estep 
Score: -27154834.000000 Penalty: 6104.392578
	Iteration 137Q: 3 clusters Score -2.715483e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 215326 members 
Entering Unmasked Estep 
Score: -27154846.000000 Penalty: 6104.392578
	Iteration 138Q: 3 clusters Score -2.715485e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 215361 members 
Entering Unmasked Estep 
Score: -27154862.000000 Penalty: 6104.392578
	Iteration 139Q: 3 clusters Score -2.715486e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 215399 members 
Entering Unmasked Estep 
Score: -27154876.000000 Penalty: 6104.392578
	Iteration 140F: 3 clusters Score -2.715488e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 215437 members 
Entering Unmasked Estep 
Score: -27154850.000000 Penalty: 6104.392578
	Iteration 141Q: 3 clusters Score -2.715485e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 215477 members 
Entering Unmasked Estep 
Score: -27154860.000000 Penalty: 6104.392578
	Iteration 142Q: 3 clusters Score -2.715486e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 215511 members 
Entering Unmasked Estep 
Score: -27154850.000000 Penalty: 6104.392578
	Iteration 143Q: 3 clusters Score -2.715485e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 215543 members 
Entering Unmasked Estep 
Score: -27154850.000000 Penalty: 6104.392578
	Iteration 144Q: 3 clusters Score -2.715485e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 215581 members 
Entering Unmasked Estep 
Score: -27154832.000000 Penalty: 6104.392578
	Iteration 145Q: 3 clusters Score -2.715483e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 215615 members 
Entering Unmasked Estep 
Score: -27154834.000000 Penalty: 6104.392578
	Iteration 146Q: 3 clusters Score -2.715483e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 215657 members 
Entering Unmasked Estep 
Score: -27154838.000000 Penalty: 6104.392578
	Iteration 147Q: 3 clusters Score -2.715484e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 215686 members 
Entering Unmasked Estep 
Score: -27154852.000000 Penalty: 6104.392578
	Iteration 148Q: 3 clusters Score -2.715485e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 215713 members 
Entering Unmasked Estep 
Score: -27154884.000000 Penalty: 6104.392578
	Iteration 149Q: 3 clusters Score -2.715488e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 215746 members 
Entering Unmasked Estep 
Score: -27154844.000000 Penalty: 6104.392578
	Iteration 150Q: 3 clusters Score -2.715484e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 215771 members 
Entering Unmasked Estep 
Score: -27154824.000000 Penalty: 6104.392578
	Iteration 151Q: 3 clusters Score -2.715482e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 215794 members 
Entering Unmasked Estep 
Score: -27154844.000000 Penalty: 6104.392578
	Iteration 152Q: 3 clusters Score -2.715484e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 215826 members 
Entering Unmasked Estep 
Score: -27154794.000000 Penalty: 6104.392578
	Iteration 153Q: 3 clusters Score -2.715479e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 215847 members 
Entering Unmasked Estep 
Score: -27154812.000000 Penalty: 6104.392578
	Iteration 154Q: 3 clusters Score -2.715481e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 215870 members 
Entering Unmasked Estep 
Score: -27154814.000000 Penalty: 6104.392578
	Iteration 155Q: 3 clusters Score -2.715481e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 215893 members 
Entering Unmasked Estep 
Score: -27154824.000000 Penalty: 6104.392578
	Iteration 156Q: 3 clusters Score -2.715482e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 215912 members 
Entering Unmasked Estep 
Score: -27154818.000000 Penalty: 6104.392578
	Iteration 157Q: 3 clusters Score -2.715482e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 215937 members 
Entering Unmasked Estep 
Score: -27154834.000000 Penalty: 6104.392578
	Iteration 158Q: 3 clusters Score -2.715483e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 215969 members 
Entering Unmasked Estep 
Score: -27154840.000000 Penalty: 6104.392578
	Iteration 159Q: 3 clusters Score -2.715484e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 216001 members 
Entering Unmasked Estep 
Score: -27154836.000000 Penalty: 6104.392578
	Iteration 160F: 3 clusters Score -2.715484e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 216027 members 
Entering Unmasked Estep 
Score: -27154830.000000 Penalty: 6104.392578
	Iteration 161Q: 3 clusters Score -2.715483e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 216054 members 
Entering Unmasked Estep 
Score: -27154842.000000 Penalty: 6104.392578
	Iteration 162Q: 3 clusters Score -2.715484e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 216081 members 
Entering Unmasked Estep 
Score: -27154840.000000 Penalty: 6104.392578
	Iteration 163Q: 3 clusters Score -2.715484e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 216102 members 
Entering Unmasked Estep 
Score: -27154886.000000 Penalty: 6104.392578
	Iteration 164Q: 3 clusters Score -2.715489e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 216125 members 
Entering Unmasked Estep 
Score: -27154882.000000 Penalty: 6104.392578
	Iteration 165Q: 3 clusters Score -2.715488e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 216139 members 
Entering Unmasked Estep 
Score: -27154854.000000 Penalty: 6104.392578
	Iteration 166Q: 3 clusters Score -2.715485e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 216150 members 
Entering Unmasked Estep 
Score: -27154850.000000 Penalty: 6104.392578
	Iteration 167Q: 3 clusters Score -2.715485e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 216164 members 
Entering Unmasked Estep 
Score: -27154862.000000 Penalty: 6104.392578
	Iteration 168Q: 3 clusters Score -2.715486e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 216177 members 
Entering Unmasked Estep 
Score: -27154848.000000 Penalty: 6104.392578
	Iteration 169Q: 3 clusters Score -2.715485e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 216187 members 
Entering Unmasked Estep 
Score: -27154862.000000 Penalty: 6104.392578
	Iteration 170Q: 3 clusters Score -2.715486e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 216198 members 
Entering Unmasked Estep 
Score: -27154870.000000 Penalty: 6104.392578
	Iteration 171Q: 3 clusters Score -2.715487e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 216213 members 
Entering Unmasked Estep 
Score: -27154878.000000 Penalty: 6104.392578
	Iteration 172Q: 3 clusters Score -2.715488e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 216233 members 
Entering Unmasked Estep 
Score: -27154894.000000 Penalty: 6104.392578
	Iteration 173Q: 3 clusters Score -2.715489e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 216253 members 
Entering Unmasked Estep 
Score: -27154872.000000 Penalty: 6104.392578
	Iteration 174Q: 3 clusters Score -2.715487e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 216269 members 
Entering Unmasked Estep 
Score: -27154892.000000 Penalty: 6104.392578
	Iteration 175Q: 3 clusters Score -2.715489e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 216288 members 
Entering Unmasked Estep 
Score: -27154890.000000 Penalty: 6104.392578
	Iteration 176Q: 3 clusters Score -2.715489e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 216309 members 
Entering Unmasked Estep 
Score: -27154910.000000 Penalty: 6104.392578
	Iteration 177Q: 3 clusters Score -2.715491e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 216322 members 
Entering Unmasked Estep 
Score: -27154910.000000 Penalty: 6104.392578
	Iteration 178Q: 3 clusters Score -2.715491e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 216336 members 
Entering Unmasked Estep 
Score: -27154908.000000 Penalty: 6104.392578
	Iteration 179Q: 3 clusters Score -2.715491e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 216352 members 
Entering Unmasked Estep 
Score: -27154902.000000 Penalty: 6104.392578
	Iteration 180F: 3 clusters Score -2.71549e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 216366 members 
Entering Unmasked Estep 
Score: -27154894.000000 Penalty: 6104.392578
	Iteration 181Q: 3 clusters Score -2.715489e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 216375 members 
Entering Unmasked Estep 
Score: -27154906.000000 Penalty: 6104.392578
	Iteration 182Q: 3 clusters Score -2.715491e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 216389 members 
Entering Unmasked Estep 
Score: -27154870.000000 Penalty: 6104.392578
	Iteration 183Q: 3 clusters Score -2.715487e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 216403 members 
Entering Unmasked Estep 
Score: -27154886.000000 Penalty: 6104.392578
	Iteration 184Q: 3 clusters Score -2.715489e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 216418 members 
Entering Unmasked Estep 
Score: -27154882.000000 Penalty: 6104.392578
	Iteration 185Q: 3 clusters Score -2.715488e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 216429 members 
Entering Unmasked Estep 
Score: -27154896.000000 Penalty: 6104.392578
	Iteration 186Q: 3 clusters Score -2.71549e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 216434 members 
Entering Unmasked Estep 
Score: -27154892.000000 Penalty: 6104.392578
	Iteration 187Q: 3 clusters Score -2.715489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 216438 members 
Entering Unmasked Estep 
Score: -27154880.000000 Penalty: 6104.392578
	Iteration 188Q: 3 clusters Score -2.715488e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 216442 members 
Entering Unmasked Estep 
Score: -27154874.000000 Penalty: 6104.392578
	Iteration 189Q: 3 clusters Score -2.715487e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 216450 members 
Entering Unmasked Estep 
Score: -27154872.000000 Penalty: 6104.392578
	Iteration 190Q: 3 clusters Score -2.715487e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 216455 members 
Entering Unmasked Estep 
Score: -27154882.000000 Penalty: 6104.392578
	Iteration 191Q: 3 clusters Score -2.715488e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 216462 members 
Entering Unmasked Estep 
Score: -27154896.000000 Penalty: 6104.392578
	Iteration 192Q: 3 clusters Score -2.71549e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 216469 members 
Entering Unmasked Estep 
Score: -27154880.000000 Penalty: 6104.392578
	Iteration 193Q: 3 clusters Score -2.715488e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 216478 members 
Entering Unmasked Estep 
Score: -27154880.000000 Penalty: 6104.392578
	Iteration 194Q: 3 clusters Score -2.715488e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 216492 members 
Entering Unmasked Estep 
Score: -27154896.000000 Penalty: 6104.392578
	Iteration 195Q: 3 clusters Score -2.71549e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 216499 members 
Entering Unmasked Estep 
Score: -27154892.000000 Penalty: 6104.392578
	Iteration 196Q: 3 clusters Score -2.715489e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 216504 members 
Entering Unmasked Estep 
Score: -27154890.000000 Penalty: 6104.392578
	Iteration 197Q: 3 clusters Score -2.715489e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 216511 members 
Entering Unmasked Estep 
Score: -27154892.000000 Penalty: 6104.392578
	Iteration 198Q: 3 clusters Score -2.715489e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 216519 members 
Entering Unmasked Estep 
Score: -27154884.000000 Penalty: 6104.392578
	Iteration 199Q: 3 clusters Score -2.715488e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 216522 members 
Entering Unmasked Estep 
Score: -27154880.000000 Penalty: 6104.392578
	Iteration 200F: 3 clusters Score -2.715488e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 216527 members 
Entering Unmasked Estep 
Score: -27154862.000000 Penalty: 6104.392578
	Iteration 201Q: 3 clusters Score -2.715486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 216530 members 
Entering Unmasked Estep 
Score: -27154880.000000 Penalty: 6104.392578
	Iteration 202Q: 3 clusters Score -2.715488e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 216536 members 
Entering Unmasked Estep 
Score: -27154886.000000 Penalty: 6104.392578
	Iteration 203Q: 3 clusters Score -2.715489e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 216546 members 
Entering Unmasked Estep 
Score: -27154882.000000 Penalty: 6104.392578
	Iteration 204Q: 3 clusters Score -2.715488e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 216558 members 
Entering Unmasked Estep 
Score: -27154890.000000 Penalty: 6104.392578
	Iteration 205Q: 3 clusters Score -2.715489e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 216569 members 
Entering Unmasked Estep 
Score: -27154878.000000 Penalty: 6104.392578
	Iteration 206Q: 3 clusters Score -2.715488e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 216580 members 
Entering Unmasked Estep 
Score: -27154876.000000 Penalty: 6104.392578
	Iteration 207Q: 3 clusters Score -2.715488e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 216591 members 
Entering Unmasked Estep 
Score: -27154872.000000 Penalty: 6104.392578
	Iteration 208Q: 3 clusters Score -2.715487e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 216602 members 
Entering Unmasked Estep 
Score: -27154878.000000 Penalty: 6104.392578
	Iteration 209Q: 3 clusters Score -2.715488e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 216608 members 
Entering Unmasked Estep 
Score: -27154876.000000 Penalty: 6104.392578
	Iteration 210Q: 3 clusters Score -2.715488e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 216615 members 
Entering Unmasked Estep 
Score: -27154882.000000 Penalty: 6104.392578
	Iteration 211Q: 3 clusters Score -2.715488e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 216625 members 
Entering Unmasked Estep 
Score: -27154888.000000 Penalty: 6104.392578
	Iteration 212Q: 3 clusters Score -2.715489e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 216636 members 
Entering Unmasked Estep 
Score: -27154890.000000 Penalty: 6104.392578
	Iteration 213Q: 3 clusters Score -2.715489e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 216645 members 
Entering Unmasked Estep 
Score: -27154890.000000 Penalty: 6104.392578
	Iteration 214Q: 3 clusters Score -2.715489e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 216653 members 
Entering Unmasked Estep 
Score: -27154892.000000 Penalty: 6104.392578
	Iteration 215Q: 3 clusters Score -2.715489e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 216665 members 
Entering Unmasked Estep 
Score: -27154886.000000 Penalty: 6104.392578
	Iteration 216Q: 3 clusters Score -2.715489e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 216674 members 
Entering Unmasked Estep 
Score: -27154882.000000 Penalty: 6104.392578
	Iteration 217Q: 3 clusters Score -2.715488e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 216678 members 
Entering Unmasked Estep 
Score: -27154874.000000 Penalty: 6104.392578
	Iteration 218Q: 3 clusters Score -2.715487e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 216686 members 
Entering Unmasked Estep 
Score: -27154870.000000 Penalty: 6104.392578
	Iteration 219Q: 3 clusters Score -2.715487e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 216696 members 
Entering Unmasked Estep 
Score: -27154898.000000 Penalty: 6104.392578
	Iteration 220F: 3 clusters Score -2.71549e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 216709 members 
Entering Unmasked Estep 
Score: -27154882.000000 Penalty: 6104.392578
	Iteration 221Q: 3 clusters Score -2.715488e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 216721 members 
Entering Unmasked Estep 
Score: -27154898.000000 Penalty: 6104.392578
	Iteration 222Q: 3 clusters Score -2.71549e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 216734 members 
Entering Unmasked Estep 
Score: -27154888.000000 Penalty: 6104.392578
	Iteration 223Q: 3 clusters Score -2.715489e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 216744 members 
Entering Unmasked Estep 
Score: -27154892.000000 Penalty: 6104.392578
	Iteration 224Q: 3 clusters Score -2.715489e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 216755 members 
Entering Unmasked Estep 
Score: -27154886.000000 Penalty: 6104.392578
	Iteration 225Q: 3 clusters Score -2.715489e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 216765 members 
Entering Unmasked Estep 
Score: -27154888.000000 Penalty: 6104.392578
	Iteration 226Q: 3 clusters Score -2.715489e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 216775 members 
Entering Unmasked Estep 
Score: -27154894.000000 Penalty: 6104.392578
	Iteration 227Q: 3 clusters Score -2.715489e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 216784 members 
Entering Unmasked Estep 
Score: -27154888.000000 Penalty: 6104.392578
	Iteration 228Q: 3 clusters Score -2.715489e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 216798 members 
Entering Unmasked Estep 
Score: -27154886.000000 Penalty: 6104.392578
	Iteration 229Q: 3 clusters Score -2.715489e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 216815 members 
Entering Unmasked Estep 
Score: -27154878.000000 Penalty: 6104.392578
	Iteration 230Q: 3 clusters Score -2.715488e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 216833 members 
Entering Unmasked Estep 
Score: -27154846.000000 Penalty: 6104.392578
	Iteration 231Q: 3 clusters Score -2.715485e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 216850 members 
Entering Unmasked Estep 
Score: -27154850.000000 Penalty: 6104.392578
	Iteration 232Q: 3 clusters Score -2.715485e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 216866 members 
Entering Unmasked Estep 
Score: -27154862.000000 Penalty: 6104.392578
	Iteration 233Q: 3 clusters Score -2.715486e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 216890 members 
Entering Unmasked Estep 
Score: -27154860.000000 Penalty: 6104.392578
	Iteration 234Q: 3 clusters Score -2.715486e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 216910 members 
Entering Unmasked Estep 
Score: -27154844.000000 Penalty: 6104.392578
	Iteration 235Q: 3 clusters Score -2.715484e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 216922 members 
Entering Unmasked Estep 
Score: -27154862.000000 Penalty: 6104.392578
	Iteration 236Q: 3 clusters Score -2.715486e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 216931 members 
Entering Unmasked Estep 
Score: -27154868.000000 Penalty: 6104.392578
	Iteration 237Q: 3 clusters Score -2.715487e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 216936 members 
Entering Unmasked Estep 
Score: -27154866.000000 Penalty: 6104.392578
	Iteration 238Q: 3 clusters Score -2.715487e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 216944 members 
Entering Unmasked Estep 
Score: -27154864.000000 Penalty: 6104.392578
	Iteration 239Q: 3 clusters Score -2.715486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 216946 members 
Entering Unmasked Estep 
Score: -27154868.000000 Penalty: 6104.392578
	Iteration 240F: 3 clusters Score -2.715487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 216948 members 
Entering Unmasked Estep 
Score: -27154872.000000 Penalty: 6104.392578
	Iteration 241Q: 3 clusters Score -2.715487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 216950 members 
Entering Unmasked Estep 
Score: -27154860.000000 Penalty: 6104.392578
	Iteration 242Q: 3 clusters Score -2.715486e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 216956 members 
Entering Unmasked Estep 
Score: -27154852.000000 Penalty: 6104.392578
	Iteration 243Q: 3 clusters Score -2.715485e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 216962 members 
Entering Unmasked Estep 
Score: -27154866.000000 Penalty: 6104.392578
	Iteration 244Q: 3 clusters Score -2.715487e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 216968 members 
Entering Unmasked Estep 
Score: -27154866.000000 Penalty: 6104.392578
	Iteration 245Q: 3 clusters Score -2.715487e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 216973 members 
Entering Unmasked Estep 
Score: -27154872.000000 Penalty: 6104.392578
	Iteration 246Q: 3 clusters Score -2.715487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 216975 members 
Entering Unmasked Estep 
Score: -27154862.000000 Penalty: 6104.392578
	Iteration 247Q: 3 clusters Score -2.715486e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 216977 members 
Entering Unmasked Estep 
Score: -27154868.000000 Penalty: 6104.392578
	Iteration 248Q: 3 clusters Score -2.715487e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 216980 members 
Entering Unmasked Estep 
Score: -27154846.000000 Penalty: 6104.392578
	Iteration 249Q: 3 clusters Score -2.715485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 216980 members 
Entering Unmasked Estep 
Score: -27154848.000000 Penalty: 6104.392578
	Iteration 250Q: 3 clusters Score -2.715485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 216982 members 
Entering Unmasked Estep 
Score: -27154862.000000 Penalty: 6104.392578
	Iteration 251Q: 3 clusters Score -2.715486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 216985 members 
Entering Unmasked Estep 
Score: -27154862.000000 Penalty: 6104.392578
	Iteration 252Q: 3 clusters Score -2.715486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 216985 members 
Entering Unmasked Estep 
Score: -27154866.000000 Penalty: 6104.392578
	Iteration 253Q: 3 clusters Score -2.715487e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 216985 members 
Entering Unmasked Estep 
Score: -27154866.000000 Penalty: 6104.392578
	Iteration 254F: 3 clusters Score -2.715487e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (170752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170752 members 
Entering Unmasked Estep 
Score: -20665346.000000 Penalty: 2987.895996
	Iteration 0F: 2 clusters Score -2.066535e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85388 members 
Mstep: Class 2 contains 85364 members 
Entering Unmasked Estep 
Score: -20551034.000000 Penalty: 5975.791992
	Iteration 0F: 3 clusters Score -2.055103e+07 nChanged 81456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86408 members 
Mstep: Class 2 contains 84344 members 
Entering Unmasked Estep 
Score: -20598968.000000 Penalty: 5975.791992
	Iteration 1F: 3 clusters Score -2.059897e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87139 members 
Mstep: Class 2 contains 83613 members 
Entering Unmasked Estep 
Score: -20599968.000000 Penalty: 5975.791992
	Iteration 2Q: 3 clusters Score -2.059997e+07 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88416 members 
Mstep: Class 2 contains 82336 members 
Entering Unmasked Estep 
Score: -20601208.000000 Penalty: 5975.791992
	Iteration 3Q: 3 clusters Score -2.060121e+07 nChanged 5743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90477 members 
Mstep: Class 2 contains 80275 members 
Entering Unmasked Estep 
Score: -20602782.000000 Penalty: 5975.791992
	Iteration 4Q: 3 clusters Score -2.060278e+07 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93540 members 
Mstep: Class 2 contains 77212 members 
Entering Unmasked Estep 
Score: -20604792.000000 Penalty: 5975.791992
	Iteration 5Q: 3 clusters Score -2.060479e+07 nChanged 7201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97959 members 
Mstep: Class 2 contains 72793 members 
Entering Unmasked Estep 
Score: -20607134.000000 Penalty: 5975.791992
	Iteration 6Q: 3 clusters Score -2.060713e+07 nChanged 8487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104362 members 
Mstep: Class 2 contains 66390 members 
Entering Unmasked Estep 
Score: -20611024.000000 Penalty: 5975.791992
	Iteration 7Q: 3 clusters Score -2.061102e+07 nChanged 10134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113146 members 
Mstep: Class 2 contains 57606 members 
Entering Unmasked Estep 
Score: -20616898.000000 Penalty: 5975.791992
	Iteration 8F: 3 clusters Score -2.06169e+07 nChanged 11635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123977 members 
Mstep: Class 2 contains 46775 members 
Entering Unmasked Estep 
Score: -20625006.000000 Penalty: 5975.791992
	Iteration 9F: 3 clusters Score -2.062501e+07 nChanged 12310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135905 members 
Mstep: Class 2 contains 34847 members 
Entering Unmasked Estep 
Score: -20635050.000000 Penalty: 5975.791992
	Iteration 10F: 3 clusters Score -2.063505e+07 nChanged 11710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147453 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -20645338.000000 Penalty: 5975.791992
	Iteration 11F: 3 clusters Score -2.064534e+07 nChanged 9013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156398 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -20653482.000000 Penalty: 5975.791992
	Iteration 12F: 3 clusters Score -2.065348e+07 nChanged 5900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162270 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -20658636.000000 Penalty: 5975.791992
	Iteration 13Q: 3 clusters Score -2.065864e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165442 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -20660966.000000 Penalty: 5975.791992
	Iteration 14Q: 3 clusters Score -2.066097e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167073 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -20662012.000000 Penalty: 5975.791992
	Iteration 15Q: 3 clusters Score -2.066201e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167967 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -20662482.000000 Penalty: 5975.791992
	Iteration 16Q: 3 clusters Score -2.066248e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168467 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -20662800.000000 Penalty: 5975.791992
	Iteration 17Q: 3 clusters Score -2.06628e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168762 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -20662938.000000 Penalty: 5975.791992
	Iteration 18Q: 3 clusters Score -2.066294e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168953 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -20663006.000000 Penalty: 5975.791992
	Iteration 19Q: 3 clusters Score -2.066301e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169080 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -20663052.000000 Penalty: 5975.791992
	Iteration 20F: 3 clusters Score -2.066305e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169173 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -20663072.000000 Penalty: 5975.791992
	Iteration 21Q: 3 clusters Score -2.066307e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169230 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -20663080.000000 Penalty: 5975.791992
	Iteration 22Q: 3 clusters Score -2.066308e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169272 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -20663102.000000 Penalty: 5975.791992
	Iteration 23Q: 3 clusters Score -2.06631e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169317 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -20663104.000000 Penalty: 5975.791992
	Iteration 24Q: 3 clusters Score -2.06631e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169351 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -20663108.000000 Penalty: 5975.791992
	Iteration 25Q: 3 clusters Score -2.066311e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169376 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -20663134.000000 Penalty: 5975.791992
	Iteration 26Q: 3 clusters Score -2.066313e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169393 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -20663156.000000 Penalty: 5975.791992
	Iteration 27Q: 3 clusters Score -2.066316e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169413 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -20663182.000000 Penalty: 5975.791992
	Iteration 28Q: 3 clusters Score -2.066318e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169435 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -20663174.000000 Penalty: 5975.791992
	Iteration 29Q: 3 clusters Score -2.066317e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169442 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -20663178.000000 Penalty: 5975.791992
	Iteration 30Q: 3 clusters Score -2.066318e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169454 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -20663192.000000 Penalty: 5975.791992
	Iteration 31Q: 3 clusters Score -2.066319e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169463 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -20663188.000000 Penalty: 5975.791992
	Iteration 32Q: 3 clusters Score -2.066319e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169470 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -20663190.000000 Penalty: 5975.791992
	Iteration 33Q: 3 clusters Score -2.066319e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169476 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -20663188.000000 Penalty: 5975.791992
	Iteration 34Q: 3 clusters Score -2.066319e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169479 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -20663204.000000 Penalty: 5975.791992
	Iteration 35Q: 3 clusters Score -2.06632e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169484 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -20663202.000000 Penalty: 5975.791992
	Iteration 36Q: 3 clusters Score -2.06632e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169487 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -20663202.000000 Penalty: 5975.791992
	Iteration 37Q: 3 clusters Score -2.06632e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169490 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -20663206.000000 Penalty: 5975.791992
	Iteration 38Q: 3 clusters Score -2.066321e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169491 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -20663194.000000 Penalty: 5975.791992
	Iteration 39Q: 3 clusters Score -2.066319e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169491 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -20663194.000000 Penalty: 5975.791992
	Iteration 40F: 3 clusters Score -2.066319e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (10324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Entering Unmasked Estep 
Score: -1203358.125000 Penalty: 2292.072266
	Iteration 0F: 2 clusters Score -1203358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1195517.375000 Penalty: 4584.144531
	Iteration 0F: 3 clusters Score -1195517 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1197859.375000 Penalty: 4584.144531
	Iteration 1F: 3 clusters Score -1197859 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1198339.625000 Penalty: 4584.144531
	Iteration 2F: 3 clusters Score -1198340 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1198716.375000 Penalty: 4584.144531
	Iteration 3F: 3 clusters Score -1198716 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1199046.375000 Penalty: 4584.144531
	Iteration 4F: 3 clusters Score -1199046 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1199336.000000 Penalty: 4584.144531
	Iteration 5Q: 3 clusters Score -1199336 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1199604.750000 Penalty: 4584.144531
	Iteration 6Q: 3 clusters Score -1199605 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1199867.125000 Penalty: 4584.144531
	Iteration 7Q: 3 clusters Score -1199867 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1200140.500000 Penalty: 4584.144531
	Iteration 8Q: 3 clusters Score -1200140 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1200374.875000 Penalty: 4584.144531
	Iteration 9Q: 3 clusters Score -1200375 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1200628.250000 Penalty: 4584.144531
	Iteration 10Q: 3 clusters Score -1200628 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1200901.500000 Penalty: 4584.144531
	Iteration 11Q: 3 clusters Score -1200902 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1201185.875000 Penalty: 4584.144531
	Iteration 12Q: 3 clusters Score -1201186 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1201414.125000 Penalty: 4584.144531
	Iteration 13Q: 3 clusters Score -1201414 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1201600.750000 Penalty: 4584.144531
	Iteration 14Q: 3 clusters Score -1201601 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1201709.375000 Penalty: 4584.144531
	Iteration 15Q: 3 clusters Score -1201709 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1201781.125000 Penalty: 4584.144531
	Iteration 16Q: 3 clusters Score -1201781 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1201832.500000 Penalty: 4584.144531
	Iteration 17Q: 3 clusters Score -1201832 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1201868.375000 Penalty: 4584.144531
	Iteration 18Q: 3 clusters Score -1201868 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1201892.000000 Penalty: 4584.144531
	Iteration 19Q: 3 clusters Score -1201892 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1201909.875000 Penalty: 4584.144531
	Iteration 20F: 3 clusters Score -1201910 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1201929.625000 Penalty: 4584.144531
	Iteration 21Q: 3 clusters Score -1201930 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1201940.625000 Penalty: 4584.144531
	Iteration 22Q: 3 clusters Score -1201941 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1201951.625000 Penalty: 4584.144531
	Iteration 23Q: 3 clusters Score -1201952 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1201971.750000 Penalty: 4584.144531
	Iteration 24Q: 3 clusters Score -1201972 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1201975.000000 Penalty: 4584.144531
	Iteration 25Q: 3 clusters Score -1201975 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1201983.875000 Penalty: 4584.144531
	Iteration 26Q: 3 clusters Score -1201984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1201984.250000 Penalty: 4584.144531
	Iteration 27Q: 3 clusters Score -1201984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1201992.000000 Penalty: 4584.144531
	Iteration 28Q: 3 clusters Score -1201992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1201994.500000 Penalty: 4584.144531
	Iteration 29Q: 3 clusters Score -1201994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1201998.875000 Penalty: 4584.144531
	Iteration 30Q: 3 clusters Score -1201999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1202002.250000 Penalty: 4584.144531
	Iteration 31Q: 3 clusters Score -1202002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1202002.500000 Penalty: 4584.144531
	Iteration 32Q: 3 clusters Score -1202002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1202003.875000 Penalty: 4584.144531
	Iteration 33Q: 3 clusters Score -1202004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1202007.500000 Penalty: 4584.144531
	Iteration 34Q: 3 clusters Score -1202008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1202005.000000 Penalty: 4584.144531
	Iteration 35Q: 3 clusters Score -1202005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1202008.625000 Penalty: 4584.144531
	Iteration 36Q: 3 clusters Score -1202009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1202008.875000 Penalty: 4584.144531
	Iteration 37Q: 3 clusters Score -1202009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1202009.750000 Penalty: 4584.144531
	Iteration 38Q: 3 clusters Score -1202010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1202008.500000 Penalty: 4584.144531
	Iteration 39Q: 3 clusters Score -1202008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1202007.875000 Penalty: 4584.144531
	Iteration 40F: 3 clusters Score -1202008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1202009.875000 Penalty: 4584.144531
	Iteration 41Q: 3 clusters Score -1202010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1202006.750000 Penalty: 4584.144531
	Iteration 42Q: 3 clusters Score -1202007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1202006.750000 Penalty: 4584.144531
	Iteration 43F: 3 clusters Score -1202007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Entering Unmasked Estep 
Score: -106787.960938 Penalty: 1723.802002
	Iteration 0F: 2 clusters Score -106788 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 566 members 
Entering Unmasked Estep 
Score: -104851.093750 Penalty: 3447.604004
	Iteration 0F: 3 clusters Score -104851.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -105370.476562 Penalty: 3447.604004
	Iteration 1F: 3 clusters Score -105370.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -105660.617188 Penalty: 3447.604004
	Iteration 2F: 3 clusters Score -105660.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -105947.617188 Penalty: 3447.604004
	Iteration 3F: 3 clusters Score -105947.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -106314.046875 Penalty: 3447.604004
	Iteration 4F: 3 clusters Score -106314 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -106561.742188 Penalty: 3447.604004
	Iteration 5Q: 3 clusters Score -106561.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -106730.054688 Penalty: 3447.604004
	Iteration 6Q: 3 clusters Score -106730.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -106944.195312 Penalty: 3447.604004
	Iteration 7Q: 3 clusters Score -106944.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -107015.843750 Penalty: 3447.604004
	Iteration 8Q: 3 clusters Score -107015.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -107047.757812 Penalty: 3447.604004
	Iteration 9Q: 3 clusters Score -107047.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -107064.257812 Penalty: 3447.604004
	Iteration 10Q: 3 clusters Score -107064.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -107072.015625 Penalty: 3447.604004
	Iteration 11Q: 3 clusters Score -107072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -107090.289062 Penalty: 3447.604004
	Iteration 12Q: 3 clusters Score -107090.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -107103.554688 Penalty: 3447.604004
	Iteration 13Q: 3 clusters Score -107103.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -107108.976562 Penalty: 3447.604004
	Iteration 14Q: 3 clusters Score -107109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -107111.375000 Penalty: 3447.604004
	Iteration 15Q: 3 clusters Score -107111.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -107113.828125 Penalty: 3447.604004
	Iteration 16Q: 3 clusters Score -107113.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -107116.445312 Penalty: 3447.604004
	Iteration 17Q: 3 clusters Score -107116.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -107116.445312 Penalty: 3447.604004
	Iteration 18F: 3 clusters Score -107116.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58585 members 
Mstep: Class 2 contains 156422 members 
Mstep: Class 3 contains 7359 members 
Mstep: Class 4 contains 179722 members 
Mstep: Class 5 contains 11203 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31693 members 
Mstep: Class 8 contains 25852 members 
Mstep: Class 9 contains 187999 members 
Mstep: Class 10 contains 6550 members 
Mstep: Class 11 contains 38274 members 
Mstep: Class 12 contains 8745 members 
Mstep: Class 13 contains 10515 members 
Mstep: Class 14 contains 8046 members 
Mstep: Class 15 contains 8426 members 
Mstep: Class 16 contains 10526 members 
Mstep: Class 17 contains 69880 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12387 members 
Mstep: Class 20 contains 2951 members 
Mstep: Class 21 contains 277566 members 
Mstep: Class 22 contains 41053 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283060 members 
Mstep: Class 25 contains 16058 members 
Mstep: Class 26 contains 21595 members 
Mstep: Class 27 contains 16647 members 
Mstep: Class 28 contains 11339 members 
Mstep: Class 29 contains 6330 members 
Mstep: Class 30 contains 38359 members 
Mstep: Class 31 contains 2821 members 
Mstep: Class 32 contains 10552 members 
Mstep: Class 33 contains 8091 members 
Mstep: Class 34 contains 221293 members 
Mstep: Class 35 contains 170752 members 
Mstep: Class 36 contains 10324 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 10924 members 
Mstep: Class 39 contains 607 members 
Entering Unmasked Estep 
Score: -235410960.000000 Penalty: 140280.062500
Splitting cluster 37 changes total score from -235413344.000000 to -235410960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (10924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Entering Unmasked Estep 
Score: -1257300.750000 Penalty: 2306.082031
	Iteration 0F: 2 clusters Score -1257301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1249024.000000 Penalty: 4612.164062
	Iteration 0F: 3 clusters Score -1249024 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1251599.625000 Penalty: 4612.164062
	Iteration 1F: 3 clusters Score -1251600 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1251995.000000 Penalty: 4612.164062
	Iteration 2F: 3 clusters Score -1251995 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1252346.750000 Penalty: 4612.164062
	Iteration 3F: 3 clusters Score -1252347 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1252660.750000 Penalty: 4612.164062
	Iteration 4F: 3 clusters Score -1252661 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1253012.750000 Penalty: 4612.164062
	Iteration 5Q: 3 clusters Score -1253013 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1253393.500000 Penalty: 4612.164062
	Iteration 6Q: 3 clusters Score -1253394 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1253715.750000 Penalty: 4612.164062
	Iteration 7Q: 3 clusters Score -1253716 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1253962.500000 Penalty: 4612.164062
	Iteration 8Q: 3 clusters Score -1253962 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1254195.625000 Penalty: 4612.164062
	Iteration 9Q: 3 clusters Score -1254196 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1254398.375000 Penalty: 4612.164062
	Iteration 10Q: 3 clusters Score -1254398 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1254548.125000 Penalty: 4612.164062
	Iteration 11Q: 3 clusters Score -1254548 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1254679.250000 Penalty: 4612.164062
	Iteration 12Q: 3 clusters Score -1254679 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1254797.625000 Penalty: 4612.164062
	Iteration 13Q: 3 clusters Score -1254798 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1254909.125000 Penalty: 4612.164062
	Iteration 14Q: 3 clusters Score -1254909 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1255015.125000 Penalty: 4612.164062
	Iteration 15Q: 3 clusters Score -1255015 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1255117.000000 Penalty: 4612.164062
	Iteration 16Q: 3 clusters Score -1255117 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1255221.750000 Penalty: 4612.164062
	Iteration 17Q: 3 clusters Score -1255222 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1255323.250000 Penalty: 4612.164062
	Iteration 18Q: 3 clusters Score -1255323 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1255418.125000 Penalty: 4612.164062
	Iteration 19Q: 3 clusters Score -1255418 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1255526.250000 Penalty: 4612.164062
	Iteration 20F: 3 clusters Score -1255526 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1255624.875000 Penalty: 4612.164062
	Iteration 21Q: 3 clusters Score -1255625 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1255696.625000 Penalty: 4612.164062
	Iteration 22Q: 3 clusters Score -1255697 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1255780.125000 Penalty: 4612.164062
	Iteration 23Q: 3 clusters Score -1255780 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1255865.250000 Penalty: 4612.164062
	Iteration 24Q: 3 clusters Score -1255865 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1255928.375000 Penalty: 4612.164062
	Iteration 25Q: 3 clusters Score -1255928 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1256001.375000 Penalty: 4612.164062
	Iteration 26Q: 3 clusters Score -1256001 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1256050.125000 Penalty: 4612.164062
	Iteration 27Q: 3 clusters Score -1256050 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1256103.125000 Penalty: 4612.164062
	Iteration 28Q: 3 clusters Score -1256103 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1256167.375000 Penalty: 4612.164062
	Iteration 29Q: 3 clusters Score -1256167 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1256225.125000 Penalty: 4612.164062
	Iteration 30Q: 3 clusters Score -1256225 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1256295.125000 Penalty: 4612.164062
	Iteration 31Q: 3 clusters Score -1256295 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1256360.750000 Penalty: 4612.164062
	Iteration 32Q: 3 clusters Score -1256361 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1256434.625000 Penalty: 4612.164062
	Iteration 33Q: 3 clusters Score -1256435 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1256508.500000 Penalty: 4612.164062
	Iteration 34Q: 3 clusters Score -1256508 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1256569.250000 Penalty: 4612.164062
	Iteration 35Q: 3 clusters Score -1256569 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1256625.125000 Penalty: 4612.164062
	Iteration 36Q: 3 clusters Score -1256625 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1256653.250000 Penalty: 4612.164062
	Iteration 37Q: 3 clusters Score -1256653 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1256683.250000 Penalty: 4612.164062
	Iteration 38Q: 3 clusters Score -1256683 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1256698.125000 Penalty: 4612.164062
	Iteration 39Q: 3 clusters Score -1256698 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1256700.125000 Penalty: 4612.164062
	Iteration 40F: 3 clusters Score -1256700 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1256704.625000 Penalty: 4612.164062
	Iteration 41Q: 3 clusters Score -1256705 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1256708.750000 Penalty: 4612.164062
	Iteration 42Q: 3 clusters Score -1256709 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1256710.375000 Penalty: 4612.164062
	Iteration 43Q: 3 clusters Score -1256710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1256710.625000 Penalty: 4612.164062
	Iteration 44Q: 3 clusters Score -1256711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1256710.875000 Penalty: 4612.164062
	Iteration 45Q: 3 clusters Score -1256711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1256713.250000 Penalty: 4612.164062
	Iteration 46Q: 3 clusters Score -1256713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1256714.500000 Penalty: 4612.164062
	Iteration 47Q: 3 clusters Score -1256714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1256717.625000 Penalty: 4612.164062
	Iteration 48Q: 3 clusters Score -1256718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1256718.875000 Penalty: 4612.164062
	Iteration 49Q: 3 clusters Score -1256719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1256719.000000 Penalty: 4612.164062
	Iteration 50Q: 3 clusters Score -1256719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1256719.500000 Penalty: 4612.164062
	Iteration 51Q: 3 clusters Score -1256720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1256723.375000 Penalty: 4612.164062
	Iteration 52Q: 3 clusters Score -1256723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1256724.000000 Penalty: 4612.164062
	Iteration 53Q: 3 clusters Score -1256724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1256723.875000 Penalty: 4612.164062
	Iteration 54Q: 3 clusters Score -1256724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1256725.250000 Penalty: 4612.164062
	Iteration 55Q: 3 clusters Score -1256725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1256723.875000 Penalty: 4612.164062
	Iteration 56Q: 3 clusters Score -1256724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1256724.500000 Penalty: 4612.164062
	Iteration 57Q: 3 clusters Score -1256724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1256725.250000 Penalty: 4612.164062
	Iteration 58Q: 3 clusters Score -1256725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1256724.250000 Penalty: 4612.164062
	Iteration 59Q: 3 clusters Score -1256724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1256725.625000 Penalty: 4612.164062
	Iteration 60F: 3 clusters Score -1256726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1256724.750000 Penalty: 4612.164062
	Iteration 61Q: 3 clusters Score -1256725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1256725.500000 Penalty: 4612.164062
	Iteration 62Q: 3 clusters Score -1256726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1256727.625000 Penalty: 4612.164062
	Iteration 63Q: 3 clusters Score -1256728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1256727.625000 Penalty: 4612.164062
	Iteration 64F: 3 clusters Score -1256728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58585 members 
Mstep: Class 2 contains 156422 members 
Mstep: Class 3 contains 7359 members 
Mstep: Class 4 contains 179722 members 
Mstep: Class 5 contains 11203 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31693 members 
Mstep: Class 8 contains 25852 members 
Mstep: Class 9 contains 187999 members 
Mstep: Class 10 contains 6550 members 
Mstep: Class 11 contains 38274 members 
Mstep: Class 12 contains 8745 members 
Mstep: Class 13 contains 10515 members 
Mstep: Class 14 contains 8046 members 
Mstep: Class 15 contains 8426 members 
Mstep: Class 16 contains 10526 members 
Mstep: Class 17 contains 69880 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12387 members 
Mstep: Class 20 contains 2951 members 
Mstep: Class 21 contains 277566 members 
Mstep: Class 22 contains 41053 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283060 members 
Mstep: Class 25 contains 16058 members 
Mstep: Class 26 contains 21595 members 
Mstep: Class 27 contains 16647 members 
Mstep: Class 28 contains 11339 members 
Mstep: Class 29 contains 6330 members 
Mstep: Class 30 contains 38359 members 
Mstep: Class 31 contains 2821 members 
Mstep: Class 32 contains 10552 members 
Mstep: Class 33 contains 8091 members 
Mstep: Class 34 contains 221293 members 
Mstep: Class 35 contains 170752 members 
Mstep: Class 36 contains 10324 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235413360.000000 Penalty: 136683.125000
Iteration 319Q: 39 clusters Score -2.354134e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58582 members 
Mstep: Class 2 contains 156424 members 
Mstep: Class 3 contains 7359 members 
Mstep: Class 4 contains 179736 members 
Mstep: Class 5 contains 11202 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31691 members 
Mstep: Class 8 contains 25860 members 
Mstep: Class 9 contains 188002 members 
Mstep: Class 10 contains 6549 members 
Mstep: Class 11 contains 38275 members 
Mstep: Class 12 contains 8745 members 
Mstep: Class 13 contains 10515 members 
Mstep: Class 14 contains 8046 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10522 members 
Mstep: Class 17 contains 69882 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 2951 members 
Mstep: Class 21 contains 277530 members 
Mstep: Class 22 contains 41052 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283061 members 
Mstep: Class 25 contains 16058 members 
Mstep: Class 26 contains 21595 members 
Mstep: Class 27 contains 16648 members 
Mstep: Class 28 contains 11338 members 
Mstep: Class 29 contains 6329 members 
Mstep: Class 30 contains 38361 members 
Mstep: Class 31 contains 2820 members 
Mstep: Class 32 contains 10552 members 
Mstep: Class 33 contains 8091 members 
Mstep: Class 34 contains 221306 members 
Mstep: Class 35 contains 170753 members 
Mstep: Class 36 contains 10324 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235413264.000000 Penalty: 136683.125000
Iteration 320F: 39 clusters Score -2.354133e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58582 members 
Mstep: Class 2 contains 156424 members 
Mstep: Class 3 contains 7361 members 
Mstep: Class 4 contains 179746 members 
Mstep: Class 5 contains 11202 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31692 members 
Mstep: Class 8 contains 25865 members 
Mstep: Class 9 contains 188003 members 
Mstep: Class 10 contains 6549 members 
Mstep: Class 11 contains 38277 members 
Mstep: Class 12 contains 8745 members 
Mstep: Class 13 contains 10515 members 
Mstep: Class 14 contains 8046 members 
Mstep: Class 15 contains 8429 members 
Mstep: Class 16 contains 10517 members 
Mstep: Class 17 contains 69881 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 2951 members 
Mstep: Class 21 contains 277500 members 
Mstep: Class 22 contains 41055 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283060 members 
Mstep: Class 25 contains 16058 members 
Mstep: Class 26 contains 21595 members 
Mstep: Class 27 contains 16649 members 
Mstep: Class 28 contains 11337 members 
Mstep: Class 29 contains 6330 members 
Mstep: Class 30 contains 38358 members 
Mstep: Class 31 contains 2820 members 
Mstep: Class 32 contains 10552 members 
Mstep: Class 33 contains 8091 members 
Mstep: Class 34 contains 221315 members 
Mstep: Class 35 contains 170755 members 
Mstep: Class 36 contains 10324 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235413216.000000 Penalty: 136683.125000
Iteration 321Q: 39 clusters Score -2.354132e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58582 members 
Mstep: Class 2 contains 156424 members 
Mstep: Class 3 contains 7361 members 
Mstep: Class 4 contains 179756 members 
Mstep: Class 5 contains 11202 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31696 members 
Mstep: Class 8 contains 25867 members 
Mstep: Class 9 contains 188003 members 
Mstep: Class 10 contains 6548 members 
Mstep: Class 11 contains 38281 members 
Mstep: Class 12 contains 8745 members 
Mstep: Class 13 contains 10515 members 
Mstep: Class 14 contains 8046 members 
Mstep: Class 15 contains 8428 members 
Mstep: Class 16 contains 10514 members 
Mstep: Class 17 contains 69885 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12387 members 
Mstep: Class 20 contains 2951 members 
Mstep: Class 21 contains 277461 members 
Mstep: Class 22 contains 41059 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283058 members 
Mstep: Class 25 contains 16058 members 
Mstep: Class 26 contains 21595 members 
Mstep: Class 27 contains 16650 members 
Mstep: Class 28 contains 11338 members 
Mstep: Class 29 contains 6330 members 
Mstep: Class 30 contains 38362 members 
Mstep: Class 31 contains 2819 members 
Mstep: Class 32 contains 10552 members 
Mstep: Class 33 contains 8091 members 
Mstep: Class 34 contains 221327 members 
Mstep: Class 35 contains 170756 members 
Mstep: Class 36 contains 10325 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235413056.000000 Penalty: 136683.125000
Iteration 322Q: 39 clusters Score -2.354131e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58584 members 
Mstep: Class 2 contains 156425 members 
Mstep: Class 3 contains 7360 members 
Mstep: Class 4 contains 179765 members 
Mstep: Class 5 contains 11202 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31699 members 
Mstep: Class 8 contains 25866 members 
Mstep: Class 9 contains 188003 members 
Mstep: Class 10 contains 6548 members 
Mstep: Class 11 contains 38280 members 
Mstep: Class 12 contains 8746 members 
Mstep: Class 13 contains 10515 members 
Mstep: Class 14 contains 8047 members 
Mstep: Class 15 contains 8428 members 
Mstep: Class 16 contains 10518 members 
Mstep: Class 17 contains 69887 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12387 members 
Mstep: Class 20 contains 2951 members 
Mstep: Class 21 contains 277435 members 
Mstep: Class 22 contains 41061 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283053 members 
Mstep: Class 25 contains 16058 members 
Mstep: Class 26 contains 21595 members 
Mstep: Class 27 contains 16654 members 
Mstep: Class 28 contains 11338 members 
Mstep: Class 29 contains 6330 members 
Mstep: Class 30 contains 38363 members 
Mstep: Class 31 contains 2818 members 
Mstep: Class 32 contains 10552 members 
Mstep: Class 33 contains 8092 members 
Mstep: Class 34 contains 221332 members 
Mstep: Class 35 contains 170751 members 
Mstep: Class 36 contains 10326 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235413152.000000 Penalty: 136683.125000
Iteration 323Q: 39 clusters Score -2.354132e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58582 members 
Mstep: Class 2 contains 156426 members 
Mstep: Class 3 contains 7362 members 
Mstep: Class 4 contains 179775 members 
Mstep: Class 5 contains 11202 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31701 members 
Mstep: Class 8 contains 25868 members 
Mstep: Class 9 contains 187996 members 
Mstep: Class 10 contains 6548 members 
Mstep: Class 11 contains 38283 members 
Mstep: Class 12 contains 8746 members 
Mstep: Class 13 contains 10513 members 
Mstep: Class 14 contains 8047 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10514 members 
Mstep: Class 17 contains 69887 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12387 members 
Mstep: Class 20 contains 2950 members 
Mstep: Class 21 contains 277423 members 
Mstep: Class 22 contains 41063 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283054 members 
Mstep: Class 25 contains 16058 members 
Mstep: Class 26 contains 21596 members 
Mstep: Class 27 contains 16657 members 
Mstep: Class 28 contains 11338 members 
Mstep: Class 29 contains 6331 members 
Mstep: Class 30 contains 38365 members 
Mstep: Class 31 contains 2819 members 
Mstep: Class 32 contains 10552 members 
Mstep: Class 33 contains 8093 members 
Mstep: Class 34 contains 221333 members 
Mstep: Class 35 contains 170747 members 
Mstep: Class 36 contains 10326 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235413120.000000 Penalty: 136683.125000
Iteration 324Q: 39 clusters Score -2.354131e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58580 members 
Mstep: Class 2 contains 156428 members 
Mstep: Class 3 contains 7363 members 
Mstep: Class 4 contains 179782 members 
Mstep: Class 5 contains 11202 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31699 members 
Mstep: Class 8 contains 25873 members 
Mstep: Class 9 contains 187996 members 
Mstep: Class 10 contains 6548 members 
Mstep: Class 11 contains 38292 members 
Mstep: Class 12 contains 8747 members 
Mstep: Class 13 contains 10511 members 
Mstep: Class 14 contains 8048 members 
Mstep: Class 15 contains 8425 members 
Mstep: Class 16 contains 10517 members 
Mstep: Class 17 contains 69886 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12387 members 
Mstep: Class 20 contains 2951 members 
Mstep: Class 21 contains 277402 members 
Mstep: Class 22 contains 41061 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283056 members 
Mstep: Class 25 contains 16058 members 
Mstep: Class 26 contains 21597 members 
Mstep: Class 27 contains 16660 members 
Mstep: Class 28 contains 11338 members 
Mstep: Class 29 contains 6332 members 
Mstep: Class 30 contains 38359 members 
Mstep: Class 31 contains 2820 members 
Mstep: Class 32 contains 10552 members 
Mstep: Class 33 contains 8095 members 
Mstep: Class 34 contains 221338 members 
Mstep: Class 35 contains 170739 members 
Mstep: Class 36 contains 10326 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412896.000000 Penalty: 136683.125000
Iteration 325Q: 39 clusters Score -2.354129e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58582 members 
Mstep: Class 2 contains 156430 members 
Mstep: Class 3 contains 7361 members 
Mstep: Class 4 contains 179787 members 
Mstep: Class 5 contains 11203 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31702 members 
Mstep: Class 8 contains 25880 members 
Mstep: Class 9 contains 187994 members 
Mstep: Class 10 contains 6548 members 
Mstep: Class 11 contains 38294 members 
Mstep: Class 12 contains 8750 members 
Mstep: Class 13 contains 10511 members 
Mstep: Class 14 contains 8049 members 
Mstep: Class 15 contains 8425 members 
Mstep: Class 16 contains 10518 members 
Mstep: Class 17 contains 69885 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12386 members 
Mstep: Class 20 contains 2951 members 
Mstep: Class 21 contains 277386 members 
Mstep: Class 22 contains 41058 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283046 members 
Mstep: Class 25 contains 16058 members 
Mstep: Class 26 contains 21597 members 
Mstep: Class 27 contains 16662 members 
Mstep: Class 28 contains 11339 members 
Mstep: Class 29 contains 6334 members 
Mstep: Class 30 contains 38355 members 
Mstep: Class 31 contains 2824 members 
Mstep: Class 32 contains 10552 members 
Mstep: Class 33 contains 8095 members 
Mstep: Class 34 contains 221348 members 
Mstep: Class 35 contains 170732 members 
Mstep: Class 36 contains 10326 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412896.000000 Penalty: 136683.125000
Iteration 326Q: 39 clusters Score -2.354129e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58579 members 
Mstep: Class 2 contains 156429 members 
Mstep: Class 3 contains 7362 members 
Mstep: Class 4 contains 179794 members 
Mstep: Class 5 contains 11204 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31694 members 
Mstep: Class 8 contains 25886 members 
Mstep: Class 9 contains 187989 members 
Mstep: Class 10 contains 6548 members 
Mstep: Class 11 contains 38298 members 
Mstep: Class 12 contains 8750 members 
Mstep: Class 13 contains 10512 members 
Mstep: Class 14 contains 8050 members 
Mstep: Class 15 contains 8425 members 
Mstep: Class 16 contains 10523 members 
Mstep: Class 17 contains 69885 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12386 members 
Mstep: Class 20 contains 2951 members 
Mstep: Class 21 contains 277357 members 
Mstep: Class 22 contains 41055 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283043 members 
Mstep: Class 25 contains 16057 members 
Mstep: Class 26 contains 21598 members 
Mstep: Class 27 contains 16661 members 
Mstep: Class 28 contains 11341 members 
Mstep: Class 29 contains 6338 members 
Mstep: Class 30 contains 38356 members 
Mstep: Class 31 contains 2828 members 
Mstep: Class 32 contains 10551 members 
Mstep: Class 33 contains 8095 members 
Mstep: Class 34 contains 221371 members 
Mstep: Class 35 contains 170728 members 
Mstep: Class 36 contains 10326 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235413088.000000 Penalty: 136683.125000
Iteration 327Q: 39 clusters Score -2.354131e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58581 members 
Mstep: Class 2 contains 156429 members 
Mstep: Class 3 contains 7361 members 
Mstep: Class 4 contains 179803 members 
Mstep: Class 5 contains 11205 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31682 members 
Mstep: Class 8 contains 25888 members 
Mstep: Class 9 contains 187987 members 
Mstep: Class 10 contains 6548 members 
Mstep: Class 11 contains 38301 members 
Mstep: Class 12 contains 8750 members 
Mstep: Class 13 contains 10512 members 
Mstep: Class 14 contains 8050 members 
Mstep: Class 15 contains 8426 members 
Mstep: Class 16 contains 10529 members 
Mstep: Class 17 contains 69886 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12386 members 
Mstep: Class 20 contains 2950 members 
Mstep: Class 21 contains 277325 members 
Mstep: Class 22 contains 41057 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283049 members 
Mstep: Class 25 contains 16057 members 
Mstep: Class 26 contains 21598 members 
Mstep: Class 27 contains 16663 members 
Mstep: Class 28 contains 11341 members 
Mstep: Class 29 contains 6339 members 
Mstep: Class 30 contains 38349 members 
Mstep: Class 31 contains 2830 members 
Mstep: Class 32 contains 10551 members 
Mstep: Class 33 contains 8095 members 
Mstep: Class 34 contains 221393 members 
Mstep: Class 35 contains 170724 members 
Mstep: Class 36 contains 10326 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412896.000000 Penalty: 136683.125000
Iteration 328Q: 39 clusters Score -2.354129e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58583 members 
Mstep: Class 2 contains 156428 members 
Mstep: Class 3 contains 7360 members 
Mstep: Class 4 contains 179817 members 
Mstep: Class 5 contains 11207 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31679 members 
Mstep: Class 8 contains 25893 members 
Mstep: Class 9 contains 187983 members 
Mstep: Class 10 contains 6548 members 
Mstep: Class 11 contains 38301 members 
Mstep: Class 12 contains 8752 members 
Mstep: Class 13 contains 10513 members 
Mstep: Class 14 contains 8050 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10538 members 
Mstep: Class 17 contains 69887 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12387 members 
Mstep: Class 20 contains 2950 members 
Mstep: Class 21 contains 277278 members 
Mstep: Class 22 contains 41057 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283045 members 
Mstep: Class 25 contains 16056 members 
Mstep: Class 26 contains 21597 members 
Mstep: Class 27 contains 16663 members 
Mstep: Class 28 contains 11339 members 
Mstep: Class 29 contains 6341 members 
Mstep: Class 30 contains 38340 members 
Mstep: Class 31 contains 2832 members 
Mstep: Class 32 contains 10551 members 
Mstep: Class 33 contains 8095 members 
Mstep: Class 34 contains 221429 members 
Mstep: Class 35 contains 170718 members 
Mstep: Class 36 contains 10326 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235413008.000000 Penalty: 136683.125000
Iteration 329Q: 39 clusters Score -2.35413e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58584 members 
Mstep: Class 2 contains 156428 members 
Mstep: Class 3 contains 7361 members 
Mstep: Class 4 contains 179829 members 
Mstep: Class 5 contains 11205 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31677 members 
Mstep: Class 8 contains 25896 members 
Mstep: Class 9 contains 187980 members 
Mstep: Class 10 contains 6548 members 
Mstep: Class 11 contains 38309 members 
Mstep: Class 12 contains 8755 members 
Mstep: Class 13 contains 10513 members 
Mstep: Class 14 contains 8050 members 
Mstep: Class 15 contains 8429 members 
Mstep: Class 16 contains 10534 members 
Mstep: Class 17 contains 69888 members 
Mstep: Class 18 contains 5429 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 2950 members 
Mstep: Class 21 contains 277247 members 
Mstep: Class 22 contains 41058 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283047 members 
Mstep: Class 25 contains 16054 members 
Mstep: Class 26 contains 21597 members 
Mstep: Class 27 contains 16663 members 
Mstep: Class 28 contains 11339 members 
Mstep: Class 29 contains 6345 members 
Mstep: Class 30 contains 38333 members 
Mstep: Class 31 contains 2833 members 
Mstep: Class 32 contains 10551 members 
Mstep: Class 33 contains 8095 members 
Mstep: Class 34 contains 221442 members 
Mstep: Class 35 contains 170714 members 
Mstep: Class 36 contains 10325 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412848.000000 Penalty: 136683.125000
Iteration 330Q: 39 clusters Score -2.354128e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58583 members 
Mstep: Class 2 contains 156430 members 
Mstep: Class 3 contains 7361 members 
Mstep: Class 4 contains 179836 members 
Mstep: Class 5 contains 11203 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31676 members 
Mstep: Class 8 contains 25897 members 
Mstep: Class 9 contains 187984 members 
Mstep: Class 10 contains 6547 members 
Mstep: Class 11 contains 38316 members 
Mstep: Class 12 contains 8757 members 
Mstep: Class 13 contains 10511 members 
Mstep: Class 14 contains 8051 members 
Mstep: Class 15 contains 8429 members 
Mstep: Class 16 contains 10526 members 
Mstep: Class 17 contains 69888 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 2950 members 
Mstep: Class 21 contains 277213 members 
Mstep: Class 22 contains 41059 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283055 members 
Mstep: Class 25 contains 16053 members 
Mstep: Class 26 contains 21597 members 
Mstep: Class 27 contains 16665 members 
Mstep: Class 28 contains 11339 members 
Mstep: Class 29 contains 6347 members 
Mstep: Class 30 contains 38330 members 
Mstep: Class 31 contains 2833 members 
Mstep: Class 32 contains 10551 members 
Mstep: Class 33 contains 8095 members 
Mstep: Class 34 contains 221462 members 
Mstep: Class 35 contains 170712 members 
Mstep: Class 36 contains 10324 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235413088.000000 Penalty: 136683.125000
Iteration 331Q: 39 clusters Score -2.354131e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58581 members 
Mstep: Class 2 contains 156431 members 
Mstep: Class 3 contains 7360 members 
Mstep: Class 4 contains 179839 members 
Mstep: Class 5 contains 11204 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31678 members 
Mstep: Class 8 contains 25899 members 
Mstep: Class 9 contains 187981 members 
Mstep: Class 10 contains 6547 members 
Mstep: Class 11 contains 38318 members 
Mstep: Class 12 contains 8759 members 
Mstep: Class 13 contains 10509 members 
Mstep: Class 14 contains 8053 members 
Mstep: Class 15 contains 8428 members 
Mstep: Class 16 contains 10531 members 
Mstep: Class 17 contains 69891 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12387 members 
Mstep: Class 20 contains 2950 members 
Mstep: Class 21 contains 277182 members 
Mstep: Class 22 contains 41060 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283067 members 
Mstep: Class 25 contains 16054 members 
Mstep: Class 26 contains 21597 members 
Mstep: Class 27 contains 16667 members 
Mstep: Class 28 contains 11337 members 
Mstep: Class 29 contains 6345 members 
Mstep: Class 30 contains 38315 members 
Mstep: Class 31 contains 2835 members 
Mstep: Class 32 contains 10551 members 
Mstep: Class 33 contains 8095 members 
Mstep: Class 34 contains 221486 members 
Mstep: Class 35 contains 170708 members 
Mstep: Class 36 contains 10323 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412976.000000 Penalty: 136683.125000
Iteration 332Q: 39 clusters Score -2.35413e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58582 members 
Mstep: Class 2 contains 156431 members 
Mstep: Class 3 contains 7360 members 
Mstep: Class 4 contains 179841 members 
Mstep: Class 5 contains 11200 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31681 members 
Mstep: Class 8 contains 25905 members 
Mstep: Class 9 contains 187979 members 
Mstep: Class 10 contains 6547 members 
Mstep: Class 11 contains 38324 members 
Mstep: Class 12 contains 8761 members 
Mstep: Class 13 contains 10510 members 
Mstep: Class 14 contains 8053 members 
Mstep: Class 15 contains 8428 members 
Mstep: Class 16 contains 10532 members 
Mstep: Class 17 contains 69891 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12387 members 
Mstep: Class 20 contains 2950 members 
Mstep: Class 21 contains 277155 members 
Mstep: Class 22 contains 41060 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283070 members 
Mstep: Class 25 contains 16053 members 
Mstep: Class 26 contains 21598 members 
Mstep: Class 27 contains 16668 members 
Mstep: Class 28 contains 11332 members 
Mstep: Class 29 contains 6347 members 
Mstep: Class 30 contains 38309 members 
Mstep: Class 31 contains 2836 members 
Mstep: Class 32 contains 10552 members 
Mstep: Class 33 contains 8095 members 
Mstep: Class 34 contains 221495 members 
Mstep: Class 35 contains 170714 members 
Mstep: Class 36 contains 10322 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235413040.000000 Penalty: 136683.125000
Iteration 333Q: 39 clusters Score -2.35413e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58585 members 
Mstep: Class 2 contains 156430 members 
Mstep: Class 3 contains 7361 members 
Mstep: Class 4 contains 179843 members 
Mstep: Class 5 contains 11198 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31679 members 
Mstep: Class 8 contains 25910 members 
Mstep: Class 9 contains 187980 members 
Mstep: Class 10 contains 6546 members 
Mstep: Class 11 contains 38329 members 
Mstep: Class 12 contains 8763 members 
Mstep: Class 13 contains 10510 members 
Mstep: Class 14 contains 8052 members 
Mstep: Class 15 contains 8432 members 
Mstep: Class 16 contains 10540 members 
Mstep: Class 17 contains 69896 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12387 members 
Mstep: Class 20 contains 2950 members 
Mstep: Class 21 contains 277129 members 
Mstep: Class 22 contains 41060 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283069 members 
Mstep: Class 25 contains 16054 members 
Mstep: Class 26 contains 21598 members 
Mstep: Class 27 contains 16667 members 
Mstep: Class 28 contains 11329 members 
Mstep: Class 29 contains 6346 members 
Mstep: Class 30 contains 38301 members 
Mstep: Class 31 contains 2838 members 
Mstep: Class 32 contains 10553 members 
Mstep: Class 33 contains 8095 members 
Mstep: Class 34 contains 221503 members 
Mstep: Class 35 contains 170713 members 
Mstep: Class 36 contains 10322 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412928.000000 Penalty: 136683.125000
Iteration 334Q: 39 clusters Score -2.354129e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58584 members 
Mstep: Class 2 contains 156429 members 
Mstep: Class 3 contains 7361 members 
Mstep: Class 4 contains 179841 members 
Mstep: Class 5 contains 11198 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31682 members 
Mstep: Class 8 contains 25912 members 
Mstep: Class 9 contains 187988 members 
Mstep: Class 10 contains 6545 members 
Mstep: Class 11 contains 38328 members 
Mstep: Class 12 contains 8764 members 
Mstep: Class 13 contains 10511 members 
Mstep: Class 14 contains 8053 members 
Mstep: Class 15 contains 8430 members 
Mstep: Class 16 contains 10544 members 
Mstep: Class 17 contains 69901 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12387 members 
Mstep: Class 20 contains 2950 members 
Mstep: Class 21 contains 277110 members 
Mstep: Class 22 contains 41060 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283067 members 
Mstep: Class 25 contains 16054 members 
Mstep: Class 26 contains 21599 members 
Mstep: Class 27 contains 16667 members 
Mstep: Class 28 contains 11328 members 
Mstep: Class 29 contains 6347 members 
Mstep: Class 30 contains 38293 members 
Mstep: Class 31 contains 2839 members 
Mstep: Class 32 contains 10554 members 
Mstep: Class 33 contains 8095 members 
Mstep: Class 34 contains 221517 members 
Mstep: Class 35 contains 170709 members 
Mstep: Class 36 contains 10322 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235413024.000000 Penalty: 136683.125000
Iteration 335Q: 39 clusters Score -2.35413e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58578 members 
Mstep: Class 2 contains 156428 members 
Mstep: Class 3 contains 7361 members 
Mstep: Class 4 contains 179842 members 
Mstep: Class 5 contains 11198 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31684 members 
Mstep: Class 8 contains 25912 members 
Mstep: Class 9 contains 187992 members 
Mstep: Class 10 contains 6545 members 
Mstep: Class 11 contains 38329 members 
Mstep: Class 12 contains 8765 members 
Mstep: Class 13 contains 10512 members 
Mstep: Class 14 contains 8053 members 
Mstep: Class 15 contains 8430 members 
Mstep: Class 16 contains 10541 members 
Mstep: Class 17 contains 69901 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12387 members 
Mstep: Class 20 contains 2950 members 
Mstep: Class 21 contains 277089 members 
Mstep: Class 22 contains 41061 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283068 members 
Mstep: Class 25 contains 16054 members 
Mstep: Class 26 contains 21600 members 
Mstep: Class 27 contains 16668 members 
Mstep: Class 28 contains 11328 members 
Mstep: Class 29 contains 6349 members 
Mstep: Class 30 contains 38291 members 
Mstep: Class 31 contains 2839 members 
Mstep: Class 32 contains 10554 members 
Mstep: Class 33 contains 8095 members 
Mstep: Class 34 contains 221536 members 
Mstep: Class 35 contains 170707 members 
Mstep: Class 36 contains 10322 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235413040.000000 Penalty: 136683.125000
Iteration 336Q: 39 clusters Score -2.35413e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58578 members 
Mstep: Class 2 contains 156428 members 
Mstep: Class 3 contains 7359 members 
Mstep: Class 4 contains 179841 members 
Mstep: Class 5 contains 11197 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31680 members 
Mstep: Class 8 contains 25917 members 
Mstep: Class 9 contains 187992 members 
Mstep: Class 10 contains 6545 members 
Mstep: Class 11 contains 38334 members 
Mstep: Class 12 contains 8766 members 
Mstep: Class 13 contains 10512 members 
Mstep: Class 14 contains 8053 members 
Mstep: Class 15 contains 8429 members 
Mstep: Class 16 contains 10541 members 
Mstep: Class 17 contains 69904 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12387 members 
Mstep: Class 20 contains 2950 members 
Mstep: Class 21 contains 277065 members 
Mstep: Class 22 contains 41062 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283079 members 
Mstep: Class 25 contains 16054 members 
Mstep: Class 26 contains 21601 members 
Mstep: Class 27 contains 16669 members 
Mstep: Class 28 contains 11328 members 
Mstep: Class 29 contains 6349 members 
Mstep: Class 30 contains 38291 members 
Mstep: Class 31 contains 2841 members 
Mstep: Class 32 contains 10554 members 
Mstep: Class 33 contains 8095 members 
Mstep: Class 34 contains 221541 members 
Mstep: Class 35 contains 170705 members 
Mstep: Class 36 contains 10322 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412848.000000 Penalty: 136683.125000
Iteration 337Q: 39 clusters Score -2.354128e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58576 members 
Mstep: Class 2 contains 156428 members 
Mstep: Class 3 contains 7358 members 
Mstep: Class 4 contains 179841 members 
Mstep: Class 5 contains 11194 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31679 members 
Mstep: Class 8 contains 25925 members 
Mstep: Class 9 contains 187992 members 
Mstep: Class 10 contains 6546 members 
Mstep: Class 11 contains 38336 members 
Mstep: Class 12 contains 8766 members 
Mstep: Class 13 contains 10512 members 
Mstep: Class 14 contains 8053 members 
Mstep: Class 15 contains 8429 members 
Mstep: Class 16 contains 10535 members 
Mstep: Class 17 contains 69906 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 2950 members 
Mstep: Class 21 contains 277042 members 
Mstep: Class 22 contains 41062 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283086 members 
Mstep: Class 25 contains 16054 members 
Mstep: Class 26 contains 21602 members 
Mstep: Class 27 contains 16670 members 
Mstep: Class 28 contains 11328 members 
Mstep: Class 29 contains 6349 members 
Mstep: Class 30 contains 38290 members 
Mstep: Class 31 contains 2846 members 
Mstep: Class 32 contains 10554 members 
Mstep: Class 33 contains 8095 members 
Mstep: Class 34 contains 221552 members 
Mstep: Class 35 contains 170703 members 
Mstep: Class 36 contains 10322 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412944.000000 Penalty: 136683.125000
Iteration 338Q: 39 clusters Score -2.354129e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58573 members 
Mstep: Class 2 contains 156428 members 
Mstep: Class 3 contains 7359 members 
Mstep: Class 4 contains 179847 members 
Mstep: Class 5 contains 11194 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31679 members 
Mstep: Class 8 contains 25927 members 
Mstep: Class 9 contains 187988 members 
Mstep: Class 10 contains 6547 members 
Mstep: Class 11 contains 38336 members 
Mstep: Class 12 contains 8767 members 
Mstep: Class 13 contains 10512 members 
Mstep: Class 14 contains 8053 members 
Mstep: Class 15 contains 8429 members 
Mstep: Class 16 contains 10533 members 
Mstep: Class 17 contains 69906 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12387 members 
Mstep: Class 20 contains 2951 members 
Mstep: Class 21 contains 277017 members 
Mstep: Class 22 contains 41064 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283094 members 
Mstep: Class 25 contains 16054 members 
Mstep: Class 26 contains 21604 members 
Mstep: Class 27 contains 16670 members 
Mstep: Class 28 contains 11329 members 
Mstep: Class 29 contains 6348 members 
Mstep: Class 30 contains 38278 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10554 members 
Mstep: Class 33 contains 8095 members 
Mstep: Class 34 contains 221574 members 
Mstep: Class 35 contains 170701 members 
Mstep: Class 36 contains 10322 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412832.000000 Penalty: 136683.125000
Iteration 339Q: 39 clusters Score -2.354128e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58570 members 
Mstep: Class 2 contains 156428 members 
Mstep: Class 3 contains 7358 members 
Mstep: Class 4 contains 179854 members 
Mstep: Class 5 contains 11194 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31676 members 
Mstep: Class 8 contains 25928 members 
Mstep: Class 9 contains 187989 members 
Mstep: Class 10 contains 6546 members 
Mstep: Class 11 contains 38335 members 
Mstep: Class 12 contains 8768 members 
Mstep: Class 13 contains 10512 members 
Mstep: Class 14 contains 8053 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10533 members 
Mstep: Class 17 contains 69909 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12387 members 
Mstep: Class 20 contains 2951 members 
Mstep: Class 21 contains 276988 members 
Mstep: Class 22 contains 41066 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283097 members 
Mstep: Class 25 contains 16053 members 
Mstep: Class 26 contains 21604 members 
Mstep: Class 27 contains 16670 members 
Mstep: Class 28 contains 11329 members 
Mstep: Class 29 contains 6347 members 
Mstep: Class 30 contains 38273 members 
Mstep: Class 31 contains 2848 members 
Mstep: Class 32 contains 10554 members 
Mstep: Class 33 contains 8095 members 
Mstep: Class 34 contains 221601 members 
Mstep: Class 35 contains 170702 members 
Mstep: Class 36 contains 10322 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412560.000000 Penalty: 136683.125000
Iteration 340F: 39 clusters Score -2.354126e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58568 members 
Mstep: Class 2 contains 156428 members 
Mstep: Class 3 contains 7358 members 
Mstep: Class 4 contains 179857 members 
Mstep: Class 5 contains 11194 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31677 members 
Mstep: Class 8 contains 25929 members 
Mstep: Class 9 contains 187988 members 
Mstep: Class 10 contains 6547 members 
Mstep: Class 11 contains 38343 members 
Mstep: Class 12 contains 8770 members 
Mstep: Class 13 contains 10512 members 
Mstep: Class 14 contains 8053 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10531 members 
Mstep: Class 17 contains 69906 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 2951 members 
Mstep: Class 21 contains 276963 members 
Mstep: Class 22 contains 41065 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283104 members 
Mstep: Class 25 contains 16053 members 
Mstep: Class 26 contains 21604 members 
Mstep: Class 27 contains 16670 members 
Mstep: Class 28 contains 11328 members 
Mstep: Class 29 contains 6347 members 
Mstep: Class 30 contains 38265 members 
Mstep: Class 31 contains 2852 members 
Mstep: Class 32 contains 10554 members 
Mstep: Class 33 contains 8095 members 
Mstep: Class 34 contains 221612 members 
Mstep: Class 35 contains 170705 members 
Mstep: Class 36 contains 10322 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412448.000000 Penalty: 136683.125000
Iteration 341Q: 39 clusters Score -2.354124e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58567 members 
Mstep: Class 2 contains 156428 members 
Mstep: Class 3 contains 7358 members 
Mstep: Class 4 contains 179856 members 
Mstep: Class 5 contains 11195 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31677 members 
Mstep: Class 8 contains 25929 members 
Mstep: Class 9 contains 187982 members 
Mstep: Class 10 contains 6548 members 
Mstep: Class 11 contains 38350 members 
Mstep: Class 12 contains 8773 members 
Mstep: Class 13 contains 10512 members 
Mstep: Class 14 contains 8052 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10528 members 
Mstep: Class 17 contains 69908 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 2951 members 
Mstep: Class 21 contains 276950 members 
Mstep: Class 22 contains 41065 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283110 members 
Mstep: Class 25 contains 16054 members 
Mstep: Class 26 contains 21604 members 
Mstep: Class 27 contains 16670 members 
Mstep: Class 28 contains 11329 members 
Mstep: Class 29 contains 6347 members 
Mstep: Class 30 contains 38268 members 
Mstep: Class 31 contains 2852 members 
Mstep: Class 32 contains 10554 members 
Mstep: Class 33 contains 8095 members 
Mstep: Class 34 contains 221616 members 
Mstep: Class 35 contains 170700 members 
Mstep: Class 36 contains 10322 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412480.000000 Penalty: 136683.125000
Iteration 342Q: 39 clusters Score -2.354125e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58563 members 
Mstep: Class 2 contains 156431 members 
Mstep: Class 3 contains 7358 members 
Mstep: Class 4 contains 179861 members 
Mstep: Class 5 contains 11195 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31677 members 
Mstep: Class 8 contains 25928 members 
Mstep: Class 9 contains 187977 members 
Mstep: Class 10 contains 6549 members 
Mstep: Class 11 contains 38354 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 10513 members 
Mstep: Class 14 contains 8051 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10532 members 
Mstep: Class 17 contains 69907 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 2951 members 
Mstep: Class 21 contains 276942 members 
Mstep: Class 22 contains 41065 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283110 members 
Mstep: Class 25 contains 16054 members 
Mstep: Class 26 contains 21604 members 
Mstep: Class 27 contains 16672 members 
Mstep: Class 28 contains 11331 members 
Mstep: Class 29 contains 6346 members 
Mstep: Class 30 contains 38265 members 
Mstep: Class 31 contains 2851 members 
Mstep: Class 32 contains 10554 members 
Mstep: Class 33 contains 8095 members 
Mstep: Class 34 contains 221616 members 
Mstep: Class 35 contains 170700 members 
Mstep: Class 36 contains 10322 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412688.000000 Penalty: 136683.125000
Iteration 343Q: 39 clusters Score -2.354127e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58561 members 
Mstep: Class 2 contains 156433 members 
Mstep: Class 3 contains 7358 members 
Mstep: Class 4 contains 179861 members 
Mstep: Class 5 contains 11194 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31675 members 
Mstep: Class 8 contains 25933 members 
Mstep: Class 9 contains 187973 members 
Mstep: Class 10 contains 6549 members 
Mstep: Class 11 contains 38357 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 10510 members 
Mstep: Class 14 contains 8051 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10536 members 
Mstep: Class 17 contains 69909 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 2951 members 
Mstep: Class 21 contains 276931 members 
Mstep: Class 22 contains 41068 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283115 members 
Mstep: Class 25 contains 16054 members 
Mstep: Class 26 contains 21604 members 
Mstep: Class 27 contains 16672 members 
Mstep: Class 28 contains 11330 members 
Mstep: Class 29 contains 6345 members 
Mstep: Class 30 contains 38260 members 
Mstep: Class 31 contains 2850 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8095 members 
Mstep: Class 34 contains 221617 members 
Mstep: Class 35 contains 170704 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412592.000000 Penalty: 136683.125000
Iteration 344Q: 39 clusters Score -2.354126e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58560 members 
Mstep: Class 2 contains 156436 members 
Mstep: Class 3 contains 7358 members 
Mstep: Class 4 contains 179859 members 
Mstep: Class 5 contains 11194 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31675 members 
Mstep: Class 8 contains 25933 members 
Mstep: Class 9 contains 187971 members 
Mstep: Class 10 contains 6548 members 
Mstep: Class 11 contains 38359 members 
Mstep: Class 12 contains 8773 members 
Mstep: Class 13 contains 10509 members 
Mstep: Class 14 contains 8052 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10541 members 
Mstep: Class 17 contains 69909 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 2951 members 
Mstep: Class 21 contains 276922 members 
Mstep: Class 22 contains 41068 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283119 members 
Mstep: Class 25 contains 16054 members 
Mstep: Class 26 contains 21604 members 
Mstep: Class 27 contains 16672 members 
Mstep: Class 28 contains 11329 members 
Mstep: Class 29 contains 6345 members 
Mstep: Class 30 contains 38253 members 
Mstep: Class 31 contains 2850 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8095 members 
Mstep: Class 34 contains 221629 members 
Mstep: Class 35 contains 170703 members 
Mstep: Class 36 contains 10320 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412672.000000 Penalty: 136683.125000
Iteration 345Q: 39 clusters Score -2.354127e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58557 members 
Mstep: Class 2 contains 156435 members 
Mstep: Class 3 contains 7358 members 
Mstep: Class 4 contains 179856 members 
Mstep: Class 5 contains 11194 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31673 members 
Mstep: Class 8 contains 25934 members 
Mstep: Class 9 contains 187972 members 
Mstep: Class 10 contains 6547 members 
Mstep: Class 11 contains 38363 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 10507 members 
Mstep: Class 14 contains 8052 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10544 members 
Mstep: Class 17 contains 69910 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 2951 members 
Mstep: Class 21 contains 276911 members 
Mstep: Class 22 contains 41069 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283122 members 
Mstep: Class 25 contains 16055 members 
Mstep: Class 26 contains 21604 members 
Mstep: Class 27 contains 16672 members 
Mstep: Class 28 contains 11328 members 
Mstep: Class 29 contains 6344 members 
Mstep: Class 30 contains 38257 members 
Mstep: Class 31 contains 2850 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8095 members 
Mstep: Class 34 contains 221639 members 
Mstep: Class 35 contains 170698 members 
Mstep: Class 36 contains 10320 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412704.000000 Penalty: 136683.125000
Iteration 346Q: 39 clusters Score -2.354127e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58554 members 
Mstep: Class 2 contains 156435 members 
Mstep: Class 3 contains 7358 members 
Mstep: Class 4 contains 179860 members 
Mstep: Class 5 contains 11194 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31672 members 
Mstep: Class 8 contains 25935 members 
Mstep: Class 9 contains 187969 members 
Mstep: Class 10 contains 6549 members 
Mstep: Class 11 contains 38368 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 10506 members 
Mstep: Class 14 contains 8052 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10543 members 
Mstep: Class 17 contains 69909 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 2951 members 
Mstep: Class 21 contains 276897 members 
Mstep: Class 22 contains 41068 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283126 members 
Mstep: Class 25 contains 16055 members 
Mstep: Class 26 contains 21604 members 
Mstep: Class 27 contains 16672 members 
Mstep: Class 28 contains 11328 members 
Mstep: Class 29 contains 6344 members 
Mstep: Class 30 contains 38258 members 
Mstep: Class 31 contains 2848 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8095 members 
Mstep: Class 34 contains 221653 members 
Mstep: Class 35 contains 170694 members 
Mstep: Class 36 contains 10320 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412672.000000 Penalty: 136683.125000
Iteration 347Q: 39 clusters Score -2.354127e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58552 members 
Mstep: Class 2 contains 156436 members 
Mstep: Class 3 contains 7358 members 
Mstep: Class 4 contains 179860 members 
Mstep: Class 5 contains 11194 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31671 members 
Mstep: Class 8 contains 25935 members 
Mstep: Class 9 contains 187968 members 
Mstep: Class 10 contains 6550 members 
Mstep: Class 11 contains 38368 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 10505 members 
Mstep: Class 14 contains 8052 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10543 members 
Mstep: Class 17 contains 69910 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 2951 members 
Mstep: Class 21 contains 276896 members 
Mstep: Class 22 contains 41068 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283126 members 
Mstep: Class 25 contains 16053 members 
Mstep: Class 26 contains 21604 members 
Mstep: Class 27 contains 16672 members 
Mstep: Class 28 contains 11329 members 
Mstep: Class 29 contains 6343 members 
Mstep: Class 30 contains 38262 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8095 members 
Mstep: Class 34 contains 221657 members 
Mstep: Class 35 contains 170692 members 
Mstep: Class 36 contains 10320 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412592.000000 Penalty: 136683.125000
Iteration 348Q: 39 clusters Score -2.354126e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58552 members 
Mstep: Class 2 contains 156436 members 
Mstep: Class 3 contains 7358 members 
Mstep: Class 4 contains 179866 members 
Mstep: Class 5 contains 11195 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31669 members 
Mstep: Class 8 contains 25937 members 
Mstep: Class 9 contains 187964 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38366 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 10504 members 
Mstep: Class 14 contains 8052 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10544 members 
Mstep: Class 17 contains 69910 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 2951 members 
Mstep: Class 21 contains 276891 members 
Mstep: Class 22 contains 41069 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283126 members 
Mstep: Class 25 contains 16050 members 
Mstep: Class 26 contains 21604 members 
Mstep: Class 27 contains 16672 members 
Mstep: Class 28 contains 11329 members 
Mstep: Class 29 contains 6344 members 
Mstep: Class 30 contains 38262 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8095 members 
Mstep: Class 34 contains 221664 members 
Mstep: Class 35 contains 170687 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412688.000000 Penalty: 136683.125000
Iteration 349Q: 39 clusters Score -2.354127e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58552 members 
Mstep: Class 2 contains 156435 members 
Mstep: Class 3 contains 7358 members 
Mstep: Class 4 contains 179869 members 
Mstep: Class 5 contains 11195 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31667 members 
Mstep: Class 8 contains 25937 members 
Mstep: Class 9 contains 187961 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38366 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 10504 members 
Mstep: Class 14 contains 8052 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10544 members 
Mstep: Class 17 contains 69911 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 2951 members 
Mstep: Class 21 contains 276886 members 
Mstep: Class 22 contains 41069 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283127 members 
Mstep: Class 25 contains 16049 members 
Mstep: Class 26 contains 21604 members 
Mstep: Class 27 contains 16672 members 
Mstep: Class 28 contains 11329 members 
Mstep: Class 29 contains 6344 members 
Mstep: Class 30 contains 38263 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8095 members 
Mstep: Class 34 contains 221672 members 
Mstep: Class 35 contains 170684 members 
Mstep: Class 36 contains 10322 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412672.000000 Penalty: 136683.125000
Iteration 350Q: 39 clusters Score -2.354127e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58552 members 
Mstep: Class 2 contains 156435 members 
Mstep: Class 3 contains 7358 members 
Mstep: Class 4 contains 179870 members 
Mstep: Class 5 contains 11195 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31667 members 
Mstep: Class 8 contains 25937 members 
Mstep: Class 9 contains 187961 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38367 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 10504 members 
Mstep: Class 14 contains 8053 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10544 members 
Mstep: Class 17 contains 69913 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 2951 members 
Mstep: Class 21 contains 276881 members 
Mstep: Class 22 contains 41068 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283129 members 
Mstep: Class 25 contains 16049 members 
Mstep: Class 26 contains 21604 members 
Mstep: Class 27 contains 16672 members 
Mstep: Class 28 contains 11329 members 
Mstep: Class 29 contains 6344 members 
Mstep: Class 30 contains 38262 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8096 members 
Mstep: Class 34 contains 221672 members 
Mstep: Class 35 contains 170684 members 
Mstep: Class 36 contains 10322 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412544.000000 Penalty: 136683.125000
Iteration 351Q: 39 clusters Score -2.354125e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58553 members 
Mstep: Class 2 contains 156436 members 
Mstep: Class 3 contains 7358 members 
Mstep: Class 4 contains 179871 members 
Mstep: Class 5 contains 11195 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31667 members 
Mstep: Class 8 contains 25937 members 
Mstep: Class 9 contains 187963 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38368 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 10504 members 
Mstep: Class 14 contains 8054 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10544 members 
Mstep: Class 17 contains 69912 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 2951 members 
Mstep: Class 21 contains 276872 members 
Mstep: Class 22 contains 41067 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283130 members 
Mstep: Class 25 contains 16049 members 
Mstep: Class 26 contains 21604 members 
Mstep: Class 27 contains 16672 members 
Mstep: Class 28 contains 11329 members 
Mstep: Class 29 contains 6344 members 
Mstep: Class 30 contains 38260 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8097 members 
Mstep: Class 34 contains 221678 members 
Mstep: Class 35 contains 170682 members 
Mstep: Class 36 contains 10322 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412576.000000 Penalty: 136683.125000
Iteration 352Q: 39 clusters Score -2.354126e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58552 members 
Mstep: Class 2 contains 156438 members 
Mstep: Class 3 contains 7358 members 
Mstep: Class 4 contains 179869 members 
Mstep: Class 5 contains 11195 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31667 members 
Mstep: Class 8 contains 25936 members 
Mstep: Class 9 contains 187961 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38369 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 8055 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10544 members 
Mstep: Class 17 contains 69912 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 2951 members 
Mstep: Class 21 contains 276874 members 
Mstep: Class 22 contains 41066 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283130 members 
Mstep: Class 25 contains 16049 members 
Mstep: Class 26 contains 21604 members 
Mstep: Class 27 contains 16672 members 
Mstep: Class 28 contains 11329 members 
Mstep: Class 29 contains 6344 members 
Mstep: Class 30 contains 38260 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8098 members 
Mstep: Class 34 contains 221681 members 
Mstep: Class 35 contains 170681 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412672.000000 Penalty: 136683.125000
Iteration 353Q: 39 clusters Score -2.354127e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58551 members 
Mstep: Class 2 contains 156438 members 
Mstep: Class 3 contains 7358 members 
Mstep: Class 4 contains 179870 members 
Mstep: Class 5 contains 11195 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31668 members 
Mstep: Class 8 contains 25936 members 
Mstep: Class 9 contains 187961 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38371 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 10502 members 
Mstep: Class 14 contains 8055 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10544 members 
Mstep: Class 17 contains 69911 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 2952 members 
Mstep: Class 21 contains 276866 members 
Mstep: Class 22 contains 41067 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283131 members 
Mstep: Class 25 contains 16049 members 
Mstep: Class 26 contains 21604 members 
Mstep: Class 27 contains 16672 members 
Mstep: Class 28 contains 11329 members 
Mstep: Class 29 contains 6344 members 
Mstep: Class 30 contains 38258 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8100 members 
Mstep: Class 34 contains 221685 members 
Mstep: Class 35 contains 170681 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412576.000000 Penalty: 136683.125000
Iteration 354Q: 39 clusters Score -2.354126e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58551 members 
Mstep: Class 2 contains 156438 members 
Mstep: Class 3 contains 7358 members 
Mstep: Class 4 contains 179868 members 
Mstep: Class 5 contains 11195 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31668 members 
Mstep: Class 8 contains 25936 members 
Mstep: Class 9 contains 187961 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38371 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 10502 members 
Mstep: Class 14 contains 8055 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10544 members 
Mstep: Class 17 contains 69911 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276862 members 
Mstep: Class 22 contains 41068 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283133 members 
Mstep: Class 25 contains 16049 members 
Mstep: Class 26 contains 21604 members 
Mstep: Class 27 contains 16672 members 
Mstep: Class 28 contains 11329 members 
Mstep: Class 29 contains 6344 members 
Mstep: Class 30 contains 38257 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8101 members 
Mstep: Class 34 contains 221688 members 
Mstep: Class 35 contains 170679 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412576.000000 Penalty: 136683.125000
Iteration 355Q: 39 clusters Score -2.354126e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58551 members 
Mstep: Class 2 contains 156439 members 
Mstep: Class 3 contains 7358 members 
Mstep: Class 4 contains 179866 members 
Mstep: Class 5 contains 11195 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31668 members 
Mstep: Class 8 contains 25936 members 
Mstep: Class 9 contains 187959 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38372 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 10502 members 
Mstep: Class 14 contains 8055 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10544 members 
Mstep: Class 17 contains 69911 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276861 members 
Mstep: Class 22 contains 41068 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283133 members 
Mstep: Class 25 contains 16049 members 
Mstep: Class 26 contains 21604 members 
Mstep: Class 27 contains 16672 members 
Mstep: Class 28 contains 11329 members 
Mstep: Class 29 contains 6344 members 
Mstep: Class 30 contains 38255 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 221693 members 
Mstep: Class 35 contains 170677 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412656.000000 Penalty: 136683.125000
Iteration 356Q: 39 clusters Score -2.354127e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58551 members 
Mstep: Class 2 contains 156439 members 
Mstep: Class 3 contains 7358 members 
Mstep: Class 4 contains 179866 members 
Mstep: Class 5 contains 11195 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31668 members 
Mstep: Class 8 contains 25936 members 
Mstep: Class 9 contains 187962 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38372 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 10502 members 
Mstep: Class 14 contains 8055 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10544 members 
Mstep: Class 17 contains 69911 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276860 members 
Mstep: Class 22 contains 41068 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283133 members 
Mstep: Class 25 contains 16049 members 
Mstep: Class 26 contains 21604 members 
Mstep: Class 27 contains 16672 members 
Mstep: Class 28 contains 11329 members 
Mstep: Class 29 contains 6344 members 
Mstep: Class 30 contains 38255 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 221693 members 
Mstep: Class 35 contains 170675 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412672.000000 Penalty: 136683.125000
Iteration 357Q: 39 clusters Score -2.354127e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58551 members 
Mstep: Class 2 contains 156439 members 
Mstep: Class 3 contains 7358 members 
Mstep: Class 4 contains 179865 members 
Mstep: Class 5 contains 11195 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31668 members 
Mstep: Class 8 contains 25936 members 
Mstep: Class 9 contains 187961 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38373 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 10502 members 
Mstep: Class 14 contains 8055 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10544 members 
Mstep: Class 17 contains 69911 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276855 members 
Mstep: Class 22 contains 41068 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283135 members 
Mstep: Class 25 contains 16049 members 
Mstep: Class 26 contains 21604 members 
Mstep: Class 27 contains 16672 members 
Mstep: Class 28 contains 11329 members 
Mstep: Class 29 contains 6344 members 
Mstep: Class 30 contains 38255 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 221697 members 
Mstep: Class 35 contains 170675 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412608.000000 Penalty: 136683.125000
Iteration 358Q: 39 clusters Score -2.354126e+08 nChanged 11
Entering ConstructFrom: 
Score: -235412608.000000 Penalty: 136683.125000
Entering ConstructFrom: 
Trying to split cluster 1 (58551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58551 members 
Entering Unmasked Estep 
Score: -7142687.500000 Penalty: 2722.458008
	Iteration 0F: 2 clusters Score -7142688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
Score: -7103389.500000 Penalty: 5444.916016
	Iteration 0F: 3 clusters Score -7103390 nChanged 27384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
Score: -7119057.000000 Penalty: 5444.916016
	Iteration 1F: 3 clusters Score -7119057 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 31223 members 
Entering Unmasked Estep 
Score: -7120007.500000 Penalty: 5444.916016
	Iteration 2Q: 3 clusters Score -7120008 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 32498 members 
Entering Unmasked Estep 
Score: -7121252.000000 Penalty: 5444.916016
	Iteration 3Q: 3 clusters Score -7121252 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 34202 members 
Entering Unmasked Estep 
Score: -7123001.500000 Penalty: 5444.916016
	Iteration 4F: 3 clusters Score -7123002 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -7125561.500000 Penalty: 5444.916016
	Iteration 5F: 3 clusters Score -7125562 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 38919 members 
Entering Unmasked Estep 
Score: -7128845.500000 Penalty: 5444.916016
	Iteration 6F: 3 clusters Score -7128846 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 41243 members 
Entering Unmasked Estep 
Score: -7131949.500000 Penalty: 5444.916016
	Iteration 7F: 3 clusters Score -7131950 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 43006 members 
Entering Unmasked Estep 
Score: -7134086.000000 Penalty: 5444.916016
	Iteration 8F: 3 clusters Score -7134086 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 44434 members 
Entering Unmasked Estep 
Score: -7135303.500000 Penalty: 5444.916016
	Iteration 9Q: 3 clusters Score -7135304 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 45671 members 
Entering Unmasked Estep 
Score: -7136138.500000 Penalty: 5444.916016
	Iteration 10Q: 3 clusters Score -7136138 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 46813 members 
Entering Unmasked Estep 
Score: -7136768.000000 Penalty: 5444.916016
	Iteration 11Q: 3 clusters Score -7136768 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 47847 members 
Entering Unmasked Estep 
Score: -7137294.500000 Penalty: 5444.916016
	Iteration 12Q: 3 clusters Score -7137294 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 48793 members 
Entering Unmasked Estep 
Score: -7137784.500000 Penalty: 5444.916016
	Iteration 13Q: 3 clusters Score -7137784 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 49643 members 
Entering Unmasked Estep 
Score: -7138216.500000 Penalty: 5444.916016
	Iteration 14Q: 3 clusters Score -7138216 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 50417 members 
Entering Unmasked Estep 
Score: -7138562.500000 Penalty: 5444.916016
	Iteration 15Q: 3 clusters Score -7138562 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 51127 members 
Entering Unmasked Estep 
Score: -7138922.000000 Penalty: 5444.916016
	Iteration 16Q: 3 clusters Score -7138922 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 51761 members 
Entering Unmasked Estep 
Score: -7139202.000000 Penalty: 5444.916016
	Iteration 17Q: 3 clusters Score -7139202 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 52338 members 
Entering Unmasked Estep 
Score: -7139461.500000 Penalty: 5444.916016
	Iteration 18Q: 3 clusters Score -7139462 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 52901 members 
Entering Unmasked Estep 
Score: -7139735.500000 Penalty: 5444.916016
	Iteration 19Q: 3 clusters Score -7139736 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 53383 members 
Entering Unmasked Estep 
Score: -7139900.000000 Penalty: 5444.916016
	Iteration 20F: 3 clusters Score -7139900 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 53801 members 
Entering Unmasked Estep 
Score: -7140097.500000 Penalty: 5444.916016
	Iteration 21Q: 3 clusters Score -7140098 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 54194 members 
Entering Unmasked Estep 
Score: -7140284.500000 Penalty: 5444.916016
	Iteration 22Q: 3 clusters Score -7140284 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 54525 members 
Entering Unmasked Estep 
Score: -7140412.500000 Penalty: 5444.916016
	Iteration 23Q: 3 clusters Score -7140412 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 54841 members 
Entering Unmasked Estep 
Score: -7140561.500000 Penalty: 5444.916016
	Iteration 24Q: 3 clusters Score -7140562 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 55134 members 
Entering Unmasked Estep 
Score: -7140701.500000 Penalty: 5444.916016
	Iteration 25Q: 3 clusters Score -7140702 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 55395 members 
Entering Unmasked Estep 
Score: -7140821.500000 Penalty: 5444.916016
	Iteration 26Q: 3 clusters Score -7140822 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 55609 members 
Entering Unmasked Estep 
Score: -7140902.500000 Penalty: 5444.916016
	Iteration 27Q: 3 clusters Score -7140902 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 55791 members 
Entering Unmasked Estep 
Score: -7140996.500000 Penalty: 5444.916016
	Iteration 28Q: 3 clusters Score -7140996 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 55949 members 
Entering Unmasked Estep 
Score: -7141044.000000 Penalty: 5444.916016
	Iteration 29Q: 3 clusters Score -7141044 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 56078 members 
Entering Unmasked Estep 
Score: -7141076.500000 Penalty: 5444.916016
	Iteration 30Q: 3 clusters Score -7141076 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 56187 members 
Entering Unmasked Estep 
Score: -7141118.000000 Penalty: 5444.916016
	Iteration 31Q: 3 clusters Score -7141118 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 56276 members 
Entering Unmasked Estep 
Score: -7141139.000000 Penalty: 5444.916016
	Iteration 32Q: 3 clusters Score -7141139 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 56363 members 
Entering Unmasked Estep 
Score: -7141146.500000 Penalty: 5444.916016
	Iteration 33Q: 3 clusters Score -7141146 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 56439 members 
Entering Unmasked Estep 
Score: -7141165.500000 Penalty: 5444.916016
	Iteration 34Q: 3 clusters Score -7141166 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 56511 members 
Entering Unmasked Estep 
Score: -7141185.500000 Penalty: 5444.916016
	Iteration 35Q: 3 clusters Score -7141186 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 56575 members 
Entering Unmasked Estep 
Score: -7141190.500000 Penalty: 5444.916016
	Iteration 36Q: 3 clusters Score -7141190 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 56631 members 
Entering Unmasked Estep 
Score: -7141211.500000 Penalty: 5444.916016
	Iteration 37Q: 3 clusters Score -7141212 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 56683 members 
Entering Unmasked Estep 
Score: -7141214.500000 Penalty: 5444.916016
	Iteration 38Q: 3 clusters Score -7141214 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 56724 members 
Entering Unmasked Estep 
Score: -7141218.000000 Penalty: 5444.916016
	Iteration 39Q: 3 clusters Score -7141218 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 56760 members 
Entering Unmasked Estep 
Score: -7141226.000000 Penalty: 5444.916016
	Iteration 40F: 3 clusters Score -7141226 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 56794 members 
Entering Unmasked Estep 
Score: -7141220.500000 Penalty: 5444.916016
	Iteration 41Q: 3 clusters Score -7141220 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 56827 members 
Entering Unmasked Estep 
Score: -7141226.000000 Penalty: 5444.916016
	Iteration 42Q: 3 clusters Score -7141226 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 56860 members 
Entering Unmasked Estep 
Score: -7141239.500000 Penalty: 5444.916016
	Iteration 43Q: 3 clusters Score -7141240 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 56884 members 
Entering Unmasked Estep 
Score: -7141252.500000 Penalty: 5444.916016
	Iteration 44Q: 3 clusters Score -7141252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 56902 members 
Entering Unmasked Estep 
Score: -7141262.500000 Penalty: 5444.916016
	Iteration 45Q: 3 clusters Score -7141262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 56915 members 
Entering Unmasked Estep 
Score: -7141257.000000 Penalty: 5444.916016
	Iteration 46Q: 3 clusters Score -7141257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 56925 members 
Entering Unmasked Estep 
Score: -7141256.500000 Penalty: 5444.916016
	Iteration 47Q: 3 clusters Score -7141256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 56935 members 
Entering Unmasked Estep 
Score: -7141257.500000 Penalty: 5444.916016
	Iteration 48Q: 3 clusters Score -7141258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 56949 members 
Entering Unmasked Estep 
Score: -7141255.500000 Penalty: 5444.916016
	Iteration 49Q: 3 clusters Score -7141256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 56960 members 
Entering Unmasked Estep 
Score: -7141266.500000 Penalty: 5444.916016
	Iteration 50Q: 3 clusters Score -7141266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 56970 members 
Entering Unmasked Estep 
Score: -7141273.000000 Penalty: 5444.916016
	Iteration 51Q: 3 clusters Score -7141273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 56975 members 
Entering Unmasked Estep 
Score: -7141275.000000 Penalty: 5444.916016
	Iteration 52Q: 3 clusters Score -7141275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 56978 members 
Entering Unmasked Estep 
Score: -7141278.500000 Penalty: 5444.916016
	Iteration 53Q: 3 clusters Score -7141278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 56980 members 
Entering Unmasked Estep 
Score: -7141281.000000 Penalty: 5444.916016
	Iteration 54Q: 3 clusters Score -7141281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 56981 members 
Entering Unmasked Estep 
Score: -7141279.500000 Penalty: 5444.916016
	Iteration 55Q: 3 clusters Score -7141280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 56982 members 
Entering Unmasked Estep 
Score: -7141280.500000 Penalty: 5444.916016
	Iteration 56Q: 3 clusters Score -7141280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 56982 members 
Entering Unmasked Estep 
Score: -7141280.500000 Penalty: 5444.916016
	Iteration 57F: 3 clusters Score -7141280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (156439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156439 members 
Entering Unmasked Estep 
Score: -19084498.000000 Penalty: 2966.184570
	Iteration 0F: 2 clusters Score -1.90845e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78356 members 
Mstep: Class 2 contains 78083 members 
Entering Unmasked Estep 
Score: -18979606.000000 Penalty: 5932.369141
	Iteration 0F: 3 clusters Score -1.897961e+07 nChanged 75092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79542 members 
Mstep: Class 2 contains 76897 members 
Entering Unmasked Estep 
Score: -19023088.000000 Penalty: 5932.369141
	Iteration 1F: 3 clusters Score -1.902309e+07 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80212 members 
Mstep: Class 2 contains 76227 members 
Entering Unmasked Estep 
Score: -19024118.000000 Penalty: 5932.369141
	Iteration 2Q: 3 clusters Score -1.902412e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81209 members 
Mstep: Class 2 contains 75230 members 
Entering Unmasked Estep 
Score: -19025516.000000 Penalty: 5932.369141
	Iteration 3Q: 3 clusters Score -1.902552e+07 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82720 members 
Mstep: Class 2 contains 73719 members 
Entering Unmasked Estep 
Score: -19027250.000000 Penalty: 5932.369141
	Iteration 4Q: 3 clusters Score -1.902725e+07 nChanged 6175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84943 members 
Mstep: Class 2 contains 71496 members 
Entering Unmasked Estep 
Score: -19029550.000000 Penalty: 5932.369141
	Iteration 5Q: 3 clusters Score -1.902955e+07 nChanged 6937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88088 members 
Mstep: Class 2 contains 68351 members 
Entering Unmasked Estep 
Score: -19032700.000000 Penalty: 5932.369141
	Iteration 6Q: 3 clusters Score -1.90327e+07 nChanged 7659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92445 members 
Mstep: Class 2 contains 63994 members 
Entering Unmasked Estep 
Score: -19036702.000000 Penalty: 5932.369141
	Iteration 7Q: 3 clusters Score -1.90367e+07 nChanged 8296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98083 members 
Mstep: Class 2 contains 58356 members 
Entering Unmasked Estep 
Score: -19041696.000000 Penalty: 5932.369141
	Iteration 8F: 3 clusters Score -1.90417e+07 nChanged 8704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104847 members 
Mstep: Class 2 contains 51592 members 
Entering Unmasked Estep 
Score: -19047128.000000 Penalty: 5932.369141
	Iteration 9F: 3 clusters Score -1.904713e+07 nChanged 8694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112431 members 
Mstep: Class 2 contains 44008 members 
Entering Unmasked Estep 
Score: -19052750.000000 Penalty: 5932.369141
	Iteration 10F: 3 clusters Score -1.905275e+07 nChanged 8441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120402 members 
Mstep: Class 2 contains 36037 members 
Entering Unmasked Estep 
Score: -19058060.000000 Penalty: 5932.369141
	Iteration 11F: 3 clusters Score -1.905806e+07 nChanged 8100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128388 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -19063588.000000 Penalty: 5932.369141
	Iteration 12F: 3 clusters Score -1.906359e+07 nChanged 7549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135915 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -19068832.000000 Penalty: 5932.369141
	Iteration 13Q: 3 clusters Score -1.906883e+07 nChanged 6526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142439 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -19073420.000000 Penalty: 5932.369141
	Iteration 14Q: 3 clusters Score -1.907342e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147420 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -19076796.000000 Penalty: 5932.369141
	Iteration 15Q: 3 clusters Score -1.90768e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150791 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -19079058.000000 Penalty: 5932.369141
	Iteration 16Q: 3 clusters Score -1.907906e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152847 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -19080258.000000 Penalty: 5932.369141
	Iteration 17Q: 3 clusters Score -1.908026e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154022 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -19080960.000000 Penalty: 5932.369141
	Iteration 18Q: 3 clusters Score -1.908096e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154672 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -19081374.000000 Penalty: 5932.369141
	Iteration 19Q: 3 clusters Score -1.908137e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155021 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -19081622.000000 Penalty: 5932.369141
	Iteration 20F: 3 clusters Score -1.908162e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155224 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -19081754.000000 Penalty: 5932.369141
	Iteration 21Q: 3 clusters Score -1.908175e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155347 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -19081822.000000 Penalty: 5932.369141
	Iteration 22Q: 3 clusters Score -1.908182e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155430 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -19081866.000000 Penalty: 5932.369141
	Iteration 23Q: 3 clusters Score -1.908187e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155495 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -19081908.000000 Penalty: 5932.369141
	Iteration 24Q: 3 clusters Score -1.908191e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155530 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -19081920.000000 Penalty: 5932.369141
	Iteration 25Q: 3 clusters Score -1.908192e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155558 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -19081938.000000 Penalty: 5932.369141
	Iteration 26Q: 3 clusters Score -1.908194e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155587 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -19081968.000000 Penalty: 5932.369141
	Iteration 27Q: 3 clusters Score -1.908197e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155612 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -19081976.000000 Penalty: 5932.369141
	Iteration 28Q: 3 clusters Score -1.908198e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155631 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -19081976.000000 Penalty: 5932.369141
	Iteration 29Q: 3 clusters Score -1.908198e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155643 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -19081994.000000 Penalty: 5932.369141
	Iteration 30Q: 3 clusters Score -1.908199e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155651 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -19082014.000000 Penalty: 5932.369141
	Iteration 31Q: 3 clusters Score -1.908201e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155668 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -19082008.000000 Penalty: 5932.369141
	Iteration 32Q: 3 clusters Score -1.908201e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155676 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -19082014.000000 Penalty: 5932.369141
	Iteration 33Q: 3 clusters Score -1.908201e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155679 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -19082018.000000 Penalty: 5932.369141
	Iteration 34Q: 3 clusters Score -1.908202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155680 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -19082022.000000 Penalty: 5932.369141
	Iteration 35Q: 3 clusters Score -1.908202e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155684 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -19082030.000000 Penalty: 5932.369141
	Iteration 36Q: 3 clusters Score -1.908203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155687 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -19082032.000000 Penalty: 5932.369141
	Iteration 37Q: 3 clusters Score -1.908203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155689 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -19082028.000000 Penalty: 5932.369141
	Iteration 38Q: 3 clusters Score -1.908203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155694 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -19082036.000000 Penalty: 5932.369141
	Iteration 39Q: 3 clusters Score -1.908204e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155696 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -19082036.000000 Penalty: 5932.369141
	Iteration 40F: 3 clusters Score -1.908204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155698 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -19082038.000000 Penalty: 5932.369141
	Iteration 41Q: 3 clusters Score -1.908204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155699 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -19082032.000000 Penalty: 5932.369141
	Iteration 42Q: 3 clusters Score -1.908203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155702 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -19082034.000000 Penalty: 5932.369141
	Iteration 43Q: 3 clusters Score -1.908203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155704 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -19082046.000000 Penalty: 5932.369141
	Iteration 44Q: 3 clusters Score -1.908205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155705 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -19082052.000000 Penalty: 5932.369141
	Iteration 45Q: 3 clusters Score -1.908205e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155706 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -19082046.000000 Penalty: 5932.369141
	Iteration 46Q: 3 clusters Score -1.908205e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155708 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -19082048.000000 Penalty: 5932.369141
	Iteration 47Q: 3 clusters Score -1.908205e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155712 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -19082054.000000 Penalty: 5932.369141
	Iteration 48Q: 3 clusters Score -1.908205e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155716 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -19082058.000000 Penalty: 5932.369141
	Iteration 49Q: 3 clusters Score -1.908206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155717 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -19082054.000000 Penalty: 5932.369141
	Iteration 50Q: 3 clusters Score -1.908205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155714 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -19082062.000000 Penalty: 5932.369141
	Iteration 51Q: 3 clusters Score -1.908206e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155714 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -19082062.000000 Penalty: 5932.369141
	Iteration 52F: 3 clusters Score -1.908206e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Entering Unmasked Estep 
Score: -790808.125000 Penalty: 2208.078857
	Iteration 0F: 2 clusters Score -790808.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -784918.937500 Penalty: 4416.157715
	Iteration 0F: 3 clusters Score -784918.9 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -787053.187500 Penalty: 4416.157715
	Iteration 1F: 3 clusters Score -787053.2 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -787884.375000 Penalty: 4416.157715
	Iteration 2F: 3 clusters Score -787884.4 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -788675.750000 Penalty: 4416.157715
	Iteration 3F: 3 clusters Score -788675.8 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -789234.312500 Penalty: 4416.157715
	Iteration 4F: 3 clusters Score -789234.3 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -789568.937500 Penalty: 4416.157715
	Iteration 5F: 3 clusters Score -789568.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -789754.312500 Penalty: 4416.157715
	Iteration 6Q: 3 clusters Score -789754.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -789854.062500 Penalty: 4416.157715
	Iteration 7Q: 3 clusters Score -789854.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -789916.125000 Penalty: 4416.157715
	Iteration 8Q: 3 clusters Score -789916.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -789963.187500 Penalty: 4416.157715
	Iteration 9Q: 3 clusters Score -789963.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -790007.687500 Penalty: 4416.157715
	Iteration 10Q: 3 clusters Score -790007.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -790041.125000 Penalty: 4416.157715
	Iteration 11Q: 3 clusters Score -790041.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -790066.312500 Penalty: 4416.157715
	Iteration 12Q: 3 clusters Score -790066.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -790093.000000 Penalty: 4416.157715
	Iteration 13Q: 3 clusters Score -790093 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -790128.437500 Penalty: 4416.157715
	Iteration 14Q: 3 clusters Score -790128.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -790153.937500 Penalty: 4416.157715
	Iteration 15Q: 3 clusters Score -790153.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -790178.187500 Penalty: 4416.157715
	Iteration 16Q: 3 clusters Score -790178.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -790192.062500 Penalty: 4416.157715
	Iteration 17Q: 3 clusters Score -790192.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -790208.187500 Penalty: 4416.157715
	Iteration 18Q: 3 clusters Score -790208.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -790220.000000 Penalty: 4416.157715
	Iteration 19Q: 3 clusters Score -790220 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -790235.250000 Penalty: 4416.157715
	Iteration 20F: 3 clusters Score -790235.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -790249.750000 Penalty: 4416.157715
	Iteration 21Q: 3 clusters Score -790249.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -790260.500000 Penalty: 4416.157715
	Iteration 22Q: 3 clusters Score -790260.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -790270.125000 Penalty: 4416.157715
	Iteration 23Q: 3 clusters Score -790270.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -790282.562500 Penalty: 4416.157715
	Iteration 24Q: 3 clusters Score -790282.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -790294.750000 Penalty: 4416.157715
	Iteration 25Q: 3 clusters Score -790294.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -790299.187500 Penalty: 4416.157715
	Iteration 26Q: 3 clusters Score -790299.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -790300.625000 Penalty: 4416.157715
	Iteration 27Q: 3 clusters Score -790300.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -790304.750000 Penalty: 4416.157715
	Iteration 28Q: 3 clusters Score -790304.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -790311.250000 Penalty: 4416.157715
	Iteration 29Q: 3 clusters Score -790311.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -790314.937500 Penalty: 4416.157715
	Iteration 30Q: 3 clusters Score -790314.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -790319.062500 Penalty: 4416.157715
	Iteration 31Q: 3 clusters Score -790319.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -790320.875000 Penalty: 4416.157715
	Iteration 32Q: 3 clusters Score -790320.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -790323.562500 Penalty: 4416.157715
	Iteration 33Q: 3 clusters Score -790323.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -790325.687500 Penalty: 4416.157715
	Iteration 34Q: 3 clusters Score -790325.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -790325.187500 Penalty: 4416.157715
	Iteration 35Q: 3 clusters Score -790325.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -790329.062500 Penalty: 4416.157715
	Iteration 36Q: 3 clusters Score -790329.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -790327.812500 Penalty: 4416.157715
	Iteration 37Q: 3 clusters Score -790327.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -790328.937500 Penalty: 4416.157715
	Iteration 38Q: 3 clusters Score -790328.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -790332.437500 Penalty: 4416.157715
	Iteration 39Q: 3 clusters Score -790332.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -790337.937500 Penalty: 4416.157715
	Iteration 40F: 3 clusters Score -790337.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -790343.000000 Penalty: 4416.157715
	Iteration 41Q: 3 clusters Score -790343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -790345.937500 Penalty: 4416.157715
	Iteration 42Q: 3 clusters Score -790345.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -790349.562500 Penalty: 4416.157715
	Iteration 43Q: 3 clusters Score -790349.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -790350.937500 Penalty: 4416.157715
	Iteration 44Q: 3 clusters Score -790350.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -790355.812500 Penalty: 4416.157715
	Iteration 45Q: 3 clusters Score -790355.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -790355.750000 Penalty: 4416.157715
	Iteration 46Q: 3 clusters Score -790355.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -790358.312500 Penalty: 4416.157715
	Iteration 47Q: 3 clusters Score -790358.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -790357.812500 Penalty: 4416.157715
	Iteration 48Q: 3 clusters Score -790357.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -790358.187500 Penalty: 4416.157715
	Iteration 49Q: 3 clusters Score -790358.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -790358.187500 Penalty: 4416.157715
	Iteration 50F: 3 clusters Score -790358.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (179864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179864 members 
Entering Unmasked Estep 
Score: -21946216.000000 Penalty: 3000.789307
	Iteration 0F: 2 clusters Score -2.194622e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89742 members 
Mstep: Class 2 contains 90122 members 
Entering Unmasked Estep 
Score: -21826276.000000 Penalty: 6001.578613
	Iteration 0F: 3 clusters Score -2.182628e+07 nChanged 86245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84559 members 
Mstep: Class 2 contains 95305 members 
Entering Unmasked Estep 
Score: -21877312.000000 Penalty: 6001.578613
	Iteration 1F: 3 clusters Score -2.187731e+07 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80573 members 
Mstep: Class 2 contains 99291 members 
Entering Unmasked Estep 
Score: -21879700.000000 Penalty: 6001.578613
	Iteration 2Q: 3 clusters Score -2.18797e+07 nChanged 8684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74461 members 
Mstep: Class 2 contains 105403 members 
Entering Unmasked Estep 
Score: -21883198.000000 Penalty: 6001.578613
	Iteration 3Q: 3 clusters Score -2.18832e+07 nChanged 10844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65821 members 
Mstep: Class 2 contains 114043 members 
Entering Unmasked Estep 
Score: -21889210.000000 Penalty: 6001.578613
	Iteration 4F: 3 clusters Score -2.188921e+07 nChanged 12938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54737 members 
Mstep: Class 2 contains 125127 members 
Entering Unmasked Estep 
Score: -21897614.000000 Penalty: 6001.578613
	Iteration 5F: 3 clusters Score -2.189761e+07 nChanged 13958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42015 members 
Mstep: Class 2 contains 137849 members 
Entering Unmasked Estep 
Score: -21908632.000000 Penalty: 6001.578613
	Iteration 6F: 3 clusters Score -2.190863e+07 nChanged 13472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 150709 members 
Entering Unmasked Estep 
Score: -21919678.000000 Penalty: 6001.578613
	Iteration 7F: 3 clusters Score -2.191968e+07 nChanged 11061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 161572 members 
Entering Unmasked Estep 
Score: -21929126.000000 Penalty: 6001.578613
	Iteration 8F: 3 clusters Score -2.192913e+07 nChanged 7983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 169505 members 
Entering Unmasked Estep 
Score: -21935846.000000 Penalty: 6001.578613
	Iteration 9Q: 3 clusters Score -2.193585e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 174406 members 
Entering Unmasked Estep 
Score: -21939760.000000 Penalty: 6001.578613
	Iteration 10Q: 3 clusters Score -2.193976e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 177042 members 
Entering Unmasked Estep 
Score: -21941948.000000 Penalty: 6001.578613
	Iteration 11Q: 3 clusters Score -2.194195e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 178276 members 
Entering Unmasked Estep 
Score: -21942840.000000 Penalty: 6001.578613
	Iteration 12Q: 3 clusters Score -2.194284e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 178820 members 
Entering Unmasked Estep 
Score: -21943272.000000 Penalty: 6001.578613
	Iteration 13Q: 3 clusters Score -2.194327e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 179060 members 
Entering Unmasked Estep 
Score: -21943450.000000 Penalty: 6001.578613
	Iteration 14Q: 3 clusters Score -2.194345e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 179188 members 
Entering Unmasked Estep 
Score: -21943550.000000 Penalty: 6001.578613
	Iteration 15Q: 3 clusters Score -2.194355e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 179253 members 
Entering Unmasked Estep 
Score: -21943580.000000 Penalty: 6001.578613
	Iteration 16Q: 3 clusters Score -2.194358e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 179299 members 
Entering Unmasked Estep 
Score: -21943608.000000 Penalty: 6001.578613
	Iteration 17Q: 3 clusters Score -2.194361e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 179317 members 
Entering Unmasked Estep 
Score: -21943636.000000 Penalty: 6001.578613
	Iteration 18Q: 3 clusters Score -2.194364e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 179337 members 
Entering Unmasked Estep 
Score: -21943628.000000 Penalty: 6001.578613
	Iteration 19Q: 3 clusters Score -2.194363e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 179356 members 
Entering Unmasked Estep 
Score: -21943686.000000 Penalty: 6001.578613
	Iteration 20F: 3 clusters Score -2.194369e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 179369 members 
Entering Unmasked Estep 
Score: -21943696.000000 Penalty: 6001.578613
	Iteration 21Q: 3 clusters Score -2.19437e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 179378 members 
Entering Unmasked Estep 
Score: -21943724.000000 Penalty: 6001.578613
	Iteration 22Q: 3 clusters Score -2.194372e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 179387 members 
Entering Unmasked Estep 
Score: -21943726.000000 Penalty: 6001.578613
	Iteration 23Q: 3 clusters Score -2.194373e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 179392 members 
Entering Unmasked Estep 
Score: -21943738.000000 Penalty: 6001.578613
	Iteration 24Q: 3 clusters Score -2.194374e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 179396 members 
Entering Unmasked Estep 
Score: -21943726.000000 Penalty: 6001.578613
	Iteration 25Q: 3 clusters Score -2.194373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 179396 members 
Entering Unmasked Estep 
Score: -21943736.000000 Penalty: 6001.578613
	Iteration 26Q: 3 clusters Score -2.194374e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 179400 members 
Entering Unmasked Estep 
Score: -21943734.000000 Penalty: 6001.578613
	Iteration 27Q: 3 clusters Score -2.194373e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 179405 members 
Entering Unmasked Estep 
Score: -21943744.000000 Penalty: 6001.578613
	Iteration 28Q: 3 clusters Score -2.194374e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 179411 members 
Entering Unmasked Estep 
Score: -21943754.000000 Penalty: 6001.578613
	Iteration 29Q: 3 clusters Score -2.194375e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 179416 members 
Entering Unmasked Estep 
Score: -21943758.000000 Penalty: 6001.578613
	Iteration 30Q: 3 clusters Score -2.194376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 179418 members 
Entering Unmasked Estep 
Score: -21943766.000000 Penalty: 6001.578613
	Iteration 31Q: 3 clusters Score -2.194377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 179419 members 
Entering Unmasked Estep 
Score: -21943766.000000 Penalty: 6001.578613
	Iteration 32Q: 3 clusters Score -2.194377e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 179418 members 
Entering Unmasked Estep 
Score: -21943764.000000 Penalty: 6001.578613
	Iteration 33Q: 3 clusters Score -2.194376e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 179417 members 
Entering Unmasked Estep 
Score: -21943766.000000 Penalty: 6001.578613
	Iteration 34Q: 3 clusters Score -2.194377e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 179417 members 
Entering Unmasked Estep 
Score: -21943766.000000 Penalty: 6001.578613
	Iteration 35F: 3 clusters Score -2.194377e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Entering Unmasked Estep 
Score: -1358763.875000 Penalty: 2312.159180
	Iteration 0F: 2 clusters Score -1358764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1350363.875000 Penalty: 4624.318359
	Iteration 0F: 3 clusters Score -1350364 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1352857.375000 Penalty: 4624.318359
	Iteration 1F: 3 clusters Score -1352857 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1353237.625000 Penalty: 4624.318359
	Iteration 2F: 3 clusters Score -1353238 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1353512.875000 Penalty: 4624.318359
	Iteration 3F: 3 clusters Score -1353513 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1353743.250000 Penalty: 4624.318359
	Iteration 4Q: 3 clusters Score -1353743 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1353974.500000 Penalty: 4624.318359
	Iteration 5Q: 3 clusters Score -1353974 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1354194.875000 Penalty: 4624.318359
	Iteration 6Q: 3 clusters Score -1354195 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1354417.750000 Penalty: 4624.318359
	Iteration 7Q: 3 clusters Score -1354418 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1354604.625000 Penalty: 4624.318359
	Iteration 8Q: 3 clusters Score -1354605 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1354827.375000 Penalty: 4624.318359
	Iteration 9Q: 3 clusters Score -1354827 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1355036.125000 Penalty: 4624.318359
	Iteration 10Q: 3 clusters Score -1355036 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1355215.375000 Penalty: 4624.318359
	Iteration 11Q: 3 clusters Score -1355215 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1355382.250000 Penalty: 4624.318359
	Iteration 12Q: 3 clusters Score -1355382 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1355530.125000 Penalty: 4624.318359
	Iteration 13Q: 3 clusters Score -1355530 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1355626.375000 Penalty: 4624.318359
	Iteration 14Q: 3 clusters Score -1355626 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1355708.375000 Penalty: 4624.318359
	Iteration 15Q: 3 clusters Score -1355708 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1355775.250000 Penalty: 4624.318359
	Iteration 16Q: 3 clusters Score -1355775 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1355810.875000 Penalty: 4624.318359
	Iteration 17Q: 3 clusters Score -1355811 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1355839.125000 Penalty: 4624.318359
	Iteration 18Q: 3 clusters Score -1355839 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1355865.500000 Penalty: 4624.318359
	Iteration 19Q: 3 clusters Score -1355866 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1355883.000000 Penalty: 4624.318359
	Iteration 20F: 3 clusters Score -1355883 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1355896.625000 Penalty: 4624.318359
	Iteration 21Q: 3 clusters Score -1355897 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1355901.000000 Penalty: 4624.318359
	Iteration 22Q: 3 clusters Score -1355901 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1355911.125000 Penalty: 4624.318359
	Iteration 23Q: 3 clusters Score -1355911 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1355920.625000 Penalty: 4624.318359
	Iteration 24Q: 3 clusters Score -1355921 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1355926.000000 Penalty: 4624.318359
	Iteration 25Q: 3 clusters Score -1355926 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1355932.250000 Penalty: 4624.318359
	Iteration 26Q: 3 clusters Score -1355932 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1355937.500000 Penalty: 4624.318359
	Iteration 27Q: 3 clusters Score -1355938 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1355941.875000 Penalty: 4624.318359
	Iteration 28Q: 3 clusters Score -1355942 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1355942.625000 Penalty: 4624.318359
	Iteration 29Q: 3 clusters Score -1355943 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1355943.625000 Penalty: 4624.318359
	Iteration 30Q: 3 clusters Score -1355944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1355946.625000 Penalty: 4624.318359
	Iteration 31Q: 3 clusters Score -1355947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1355948.500000 Penalty: 4624.318359
	Iteration 32Q: 3 clusters Score -1355948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1355950.125000 Penalty: 4624.318359
	Iteration 33Q: 3 clusters Score -1355950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1355953.250000 Penalty: 4624.318359
	Iteration 34Q: 3 clusters Score -1355953 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1355959.125000 Penalty: 4624.318359
	Iteration 35Q: 3 clusters Score -1355959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1355957.125000 Penalty: 4624.318359
	Iteration 36Q: 3 clusters Score -1355957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1355959.250000 Penalty: 4624.318359
	Iteration 37Q: 3 clusters Score -1355959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1355957.625000 Penalty: 4624.318359
	Iteration 38Q: 3 clusters Score -1355958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1355958.625000 Penalty: 4624.318359
	Iteration 39Q: 3 clusters Score -1355959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1355956.750000 Penalty: 4624.318359
	Iteration 40F: 3 clusters Score -1355957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1355958.500000 Penalty: 4624.318359
	Iteration 41Q: 3 clusters Score -1355958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1355960.750000 Penalty: 4624.318359
	Iteration 42Q: 3 clusters Score -1355961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1355960.000000 Penalty: 4624.318359
	Iteration 43Q: 3 clusters Score -1355960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1355962.500000 Penalty: 4624.318359
	Iteration 44Q: 3 clusters Score -1355962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1355961.375000 Penalty: 4624.318359
	Iteration 45Q: 3 clusters Score -1355961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1355963.125000 Penalty: 4624.318359
	Iteration 46Q: 3 clusters Score -1355963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1355963.875000 Penalty: 4624.318359
	Iteration 47Q: 3 clusters Score -1355964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1355965.125000 Penalty: 4624.318359
	Iteration 48Q: 3 clusters Score -1355965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1355965.750000 Penalty: 4624.318359
	Iteration 49Q: 3 clusters Score -1355966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1355966.375000 Penalty: 4624.318359
	Iteration 50Q: 3 clusters Score -1355966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1355962.250000 Penalty: 4624.318359
	Iteration 51Q: 3 clusters Score -1355962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1355964.000000 Penalty: 4624.318359
	Iteration 52Q: 3 clusters Score -1355964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1355964.875000 Penalty: 4624.318359
	Iteration 53Q: 3 clusters Score -1355965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1355964.625000 Penalty: 4624.318359
	Iteration 54Q: 3 clusters Score -1355965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1355966.375000 Penalty: 4624.318359
	Iteration 55Q: 3 clusters Score -1355966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1355966.375000 Penalty: 4624.318359
	Iteration 56F: 3 clusters Score -1355966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Entering Unmasked Estep 
Score: -64211.621094 Penalty: 1627.836182
	Iteration 0F: 2 clusters Score -64211.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -62642.710938 Penalty: 3255.672363
	Iteration 0F: 3 clusters Score -62642.71 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -63605.195312 Penalty: 3255.672363
	Iteration 1F: 3 clusters Score -63605.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -64097.578125 Penalty: 3255.672363
	Iteration 2F: 3 clusters Score -64097.58 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -64644.730469 Penalty: 3255.672363
	Iteration 3F: 3 clusters Score -64644.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -64970.273438 Penalty: 3255.672363
	Iteration 4Q: 3 clusters Score -64970.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -65107.781250 Penalty: 3255.672363
	Iteration 5Q: 3 clusters Score -65107.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -65200.582031 Penalty: 3255.672363
	Iteration 6Q: 3 clusters Score -65200.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -65229.519531 Penalty: 3255.672363
	Iteration 7Q: 3 clusters Score -65229.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -65249.031250 Penalty: 3255.672363
	Iteration 8Q: 3 clusters Score -65249.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -65278.453125 Penalty: 3255.672363
	Iteration 9Q: 3 clusters Score -65278.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -65296.203125 Penalty: 3255.672363
	Iteration 10Q: 3 clusters Score -65296.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -65321.765625 Penalty: 3255.672363
	Iteration 11Q: 3 clusters Score -65321.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -65331.980469 Penalty: 3255.672363
	Iteration 12Q: 3 clusters Score -65331.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -65350.464844 Penalty: 3255.672363
	Iteration 13Q: 3 clusters Score -65350.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -65371.257812 Penalty: 3255.672363
	Iteration 14Q: 3 clusters Score -65371.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -65381.335938 Penalty: 3255.672363
	Iteration 15Q: 3 clusters Score -65381.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -65383.148438 Penalty: 3255.672363
	Iteration 16Q: 3 clusters Score -65383.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -65388.054688 Penalty: 3255.672363
	Iteration 17Q: 3 clusters Score -65388.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -65392.601562 Penalty: 3255.672363
	Iteration 18F: 3 clusters Score -65392.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -65417.632812 Penalty: 3255.672363
	Iteration 19Q: 3 clusters Score -65417.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -65527.437500 Penalty: 3255.672363
	Iteration 20F: 3 clusters Score -65527.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -65589.679688 Penalty: 3255.672363
	Iteration 21Q: 3 clusters Score -65589.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -65589.679688 Penalty: 3255.672363
	Iteration 22F: 3 clusters Score -65589.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58551 members 
Mstep: Class 2 contains 156439 members 
Mstep: Class 3 contains 7358 members 
Mstep: Class 4 contains 179864 members 
Mstep: Class 5 contains 11195 members 
Mstep: Class 6 contains 253 members 
Mstep: Class 7 contains 31668 members 
Mstep: Class 8 contains 25936 members 
Mstep: Class 9 contains 187960 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38372 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 10502 members 
Mstep: Class 14 contains 8055 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10544 members 
Mstep: Class 17 contains 69911 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276857 members 
Mstep: Class 22 contains 41068 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283135 members 
Mstep: Class 25 contains 16049 members 
Mstep: Class 26 contains 21604 members 
Mstep: Class 27 contains 16672 members 
Mstep: Class 28 contains 11329 members 
Mstep: Class 29 contains 6344 members 
Mstep: Class 30 contains 38255 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 221698 members 
Mstep: Class 35 contains 170675 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10938 members 
Mstep: Class 39 contains 456 members 
Entering Unmasked Estep 
Score: -235411744.000000 Penalty: 140280.062500
Splitting cluster 6 changes total score from -235412608.000000 to -235411744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (31668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31668 members 
Entering Unmasked Estep 
Score: -3818148.500000 Penalty: 2570.039307
	Iteration 0F: 2 clusters Score -3818148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -3796578.000000 Penalty: 5140.078613
	Iteration 0F: 3 clusters Score -3796578 nChanged 14378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -3804342.250000 Penalty: 5140.078613
	Iteration 1F: 3 clusters Score -3804342 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -3804834.250000 Penalty: 5140.078613
	Iteration 2Q: 3 clusters Score -3804834 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -3805306.250000 Penalty: 5140.078613
	Iteration 3Q: 3 clusters Score -3805306 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -3805710.000000 Penalty: 5140.078613
	Iteration 4Q: 3 clusters Score -3805710 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -3806190.000000 Penalty: 5140.078613
	Iteration 5Q: 3 clusters Score -3806190 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -3806718.000000 Penalty: 5140.078613
	Iteration 6Q: 3 clusters Score -3806718 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -3807460.250000 Penalty: 5140.078613
	Iteration 7Q: 3 clusters Score -3807460 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -3808444.750000 Penalty: 5140.078613
	Iteration 8F: 3 clusters Score -3808445 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -3809634.000000 Penalty: 5140.078613
	Iteration 9F: 3 clusters Score -3809634 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -3810953.000000 Penalty: 5140.078613
	Iteration 10F: 3 clusters Score -3810953 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -3812365.250000 Penalty: 5140.078613
	Iteration 11F: 3 clusters Score -3812365 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -3813954.500000 Penalty: 5140.078613
	Iteration 12F: 3 clusters Score -3813954 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -3815555.000000 Penalty: 5140.078613
	Iteration 13F: 3 clusters Score -3815555 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -3816367.000000 Penalty: 5140.078613
	Iteration 14Q: 3 clusters Score -3816367 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -3816656.250000 Penalty: 5140.078613
	Iteration 15Q: 3 clusters Score -3816656 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -3816782.250000 Penalty: 5140.078613
	Iteration 16Q: 3 clusters Score -3816782 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -3816836.250000 Penalty: 5140.078613
	Iteration 17Q: 3 clusters Score -3816836 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -3816869.000000 Penalty: 5140.078613
	Iteration 18Q: 3 clusters Score -3816869 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -3816904.500000 Penalty: 5140.078613
	Iteration 19Q: 3 clusters Score -3816904 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -3816930.750000 Penalty: 5140.078613
	Iteration 20F: 3 clusters Score -3816931 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -3816944.500000 Penalty: 5140.078613
	Iteration 21Q: 3 clusters Score -3816944 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -3816952.250000 Penalty: 5140.078613
	Iteration 22Q: 3 clusters Score -3816952 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -3816958.750000 Penalty: 5140.078613
	Iteration 23Q: 3 clusters Score -3816959 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -3816965.250000 Penalty: 5140.078613
	Iteration 24Q: 3 clusters Score -3816965 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -3816982.750000 Penalty: 5140.078613
	Iteration 25Q: 3 clusters Score -3816983 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -3816978.250000 Penalty: 5140.078613
	Iteration 26Q: 3 clusters Score -3816978 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -3816989.000000 Penalty: 5140.078613
	Iteration 27Q: 3 clusters Score -3816989 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -3816994.750000 Penalty: 5140.078613
	Iteration 28Q: 3 clusters Score -3816995 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -3816991.750000 Penalty: 5140.078613
	Iteration 29Q: 3 clusters Score -3816992 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -3816994.250000 Penalty: 5140.078613
	Iteration 30Q: 3 clusters Score -3816994 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -3816993.750000 Penalty: 5140.078613
	Iteration 31Q: 3 clusters Score -3816994 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -3816998.000000 Penalty: 5140.078613
	Iteration 32Q: 3 clusters Score -3816998 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -3817004.750000 Penalty: 5140.078613
	Iteration 33Q: 3 clusters Score -3817005 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -3817006.000000 Penalty: 5140.078613
	Iteration 34Q: 3 clusters Score -3817006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -3817002.000000 Penalty: 5140.078613
	Iteration 35Q: 3 clusters Score -3817002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -3817002.000000 Penalty: 5140.078613
	Iteration 36Q: 3 clusters Score -3817002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -3817006.750000 Penalty: 5140.078613
	Iteration 37Q: 3 clusters Score -3817007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -3817000.500000 Penalty: 5140.078613
	Iteration 38Q: 3 clusters Score -3817000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -3817002.750000 Penalty: 5140.078613
	Iteration 39Q: 3 clusters Score -3817003 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -3817014.750000 Penalty: 5140.078613
	Iteration 40F: 3 clusters Score -3817015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -3817007.750000 Penalty: 5140.078613
	Iteration 41Q: 3 clusters Score -3817008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -3817006.750000 Penalty: 5140.078613
	Iteration 42Q: 3 clusters Score -3817007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -3817005.250000 Penalty: 5140.078613
	Iteration 43Q: 3 clusters Score -3817005 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -3817010.000000 Penalty: 5140.078613
	Iteration 44Q: 3 clusters Score -3817010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -3817012.000000 Penalty: 5140.078613
	Iteration 45Q: 3 clusters Score -3817012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -3817011.750000 Penalty: 5140.078613
	Iteration 46Q: 3 clusters Score -3817012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -3817008.500000 Penalty: 5140.078613
	Iteration 47Q: 3 clusters Score -3817008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -3817015.250000 Penalty: 5140.078613
	Iteration 48Q: 3 clusters Score -3817015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -3817013.000000 Penalty: 5140.078613
	Iteration 49Q: 3 clusters Score -3817013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -3817019.000000 Penalty: 5140.078613
	Iteration 50Q: 3 clusters Score -3817019 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -3817024.750000 Penalty: 5140.078613
	Iteration 51Q: 3 clusters Score -3817025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -3817029.000000 Penalty: 5140.078613
	Iteration 52Q: 3 clusters Score -3817029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -3817027.750000 Penalty: 5140.078613
	Iteration 53Q: 3 clusters Score -3817028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -3817030.750000 Penalty: 5140.078613
	Iteration 54Q: 3 clusters Score -3817031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -3817035.000000 Penalty: 5140.078613
	Iteration 55Q: 3 clusters Score -3817035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -3817031.500000 Penalty: 5140.078613
	Iteration 56Q: 3 clusters Score -3817032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -3817031.500000 Penalty: 5140.078613
	Iteration 57F: 3 clusters Score -3817032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (25936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Entering Unmasked Estep 
Score: -3135945.250000 Penalty: 2520.520020
	Iteration 0F: 2 clusters Score -3135945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -3117896.250000 Penalty: 5041.040039
	Iteration 0F: 3 clusters Score -3117896 nChanged 11692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -3124340.750000 Penalty: 5041.040039
	Iteration 1F: 3 clusters Score -3124341 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -3124939.500000 Penalty: 5041.040039
	Iteration 2F: 3 clusters Score -3124940 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -3125582.250000 Penalty: 5041.040039
	Iteration 3F: 3 clusters Score -3125582 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -3126326.500000 Penalty: 5041.040039
	Iteration 4F: 3 clusters Score -3126326 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -3127159.750000 Penalty: 5041.040039
	Iteration 5F: 3 clusters Score -3127160 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -3127959.250000 Penalty: 5041.040039
	Iteration 6F: 3 clusters Score -3127959 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -3128789.000000 Penalty: 5041.040039
	Iteration 7F: 3 clusters Score -3128789 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -3129464.750000 Penalty: 5041.040039
	Iteration 8F: 3 clusters Score -3129465 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -3130024.500000 Penalty: 5041.040039
	Iteration 9Q: 3 clusters Score -3130024 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -3130460.000000 Penalty: 5041.040039
	Iteration 10Q: 3 clusters Score -3130460 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -3130803.750000 Penalty: 5041.040039
	Iteration 11Q: 3 clusters Score -3130804 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -3131047.750000 Penalty: 5041.040039
	Iteration 12Q: 3 clusters Score -3131048 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -3131229.250000 Penalty: 5041.040039
	Iteration 13Q: 3 clusters Score -3131229 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -3131358.500000 Penalty: 5041.040039
	Iteration 14Q: 3 clusters Score -3131358 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -3131440.750000 Penalty: 5041.040039
	Iteration 15Q: 3 clusters Score -3131441 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -3131519.250000 Penalty: 5041.040039
	Iteration 16Q: 3 clusters Score -3131519 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -3131572.250000 Penalty: 5041.040039
	Iteration 17Q: 3 clusters Score -3131572 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -3131619.500000 Penalty: 5041.040039
	Iteration 18Q: 3 clusters Score -3131620 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -3131654.500000 Penalty: 5041.040039
	Iteration 19Q: 3 clusters Score -3131654 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -3131688.500000 Penalty: 5041.040039
	Iteration 20F: 3 clusters Score -3131688 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -3131717.750000 Penalty: 5041.040039
	Iteration 21Q: 3 clusters Score -3131718 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -3131752.250000 Penalty: 5041.040039
	Iteration 22Q: 3 clusters Score -3131752 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -3131766.750000 Penalty: 5041.040039
	Iteration 23Q: 3 clusters Score -3131767 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -3131787.500000 Penalty: 5041.040039
	Iteration 24Q: 3 clusters Score -3131788 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -3131817.250000 Penalty: 5041.040039
	Iteration 25Q: 3 clusters Score -3131817 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -3131826.500000 Penalty: 5041.040039
	Iteration 26Q: 3 clusters Score -3131826 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -3131837.000000 Penalty: 5041.040039
	Iteration 27Q: 3 clusters Score -3131837 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -3131858.500000 Penalty: 5041.040039
	Iteration 28Q: 3 clusters Score -3131858 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -3131887.250000 Penalty: 5041.040039
	Iteration 29Q: 3 clusters Score -3131887 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -3131885.250000 Penalty: 5041.040039
	Iteration 30Q: 3 clusters Score -3131885 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -3131910.750000 Penalty: 5041.040039
	Iteration 31Q: 3 clusters Score -3131911 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -3131920.000000 Penalty: 5041.040039
	Iteration 32Q: 3 clusters Score -3131920 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -3131930.000000 Penalty: 5041.040039
	Iteration 33Q: 3 clusters Score -3131930 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -3131945.750000 Penalty: 5041.040039
	Iteration 34Q: 3 clusters Score -3131946 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -3131955.500000 Penalty: 5041.040039
	Iteration 35Q: 3 clusters Score -3131956 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -3131980.000000 Penalty: 5041.040039
	Iteration 36Q: 3 clusters Score -3131980 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -3132009.250000 Penalty: 5041.040039
	Iteration 37Q: 3 clusters Score -3132009 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -3132027.750000 Penalty: 5041.040039
	Iteration 38Q: 3 clusters Score -3132028 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -3132040.250000 Penalty: 5041.040039
	Iteration 39Q: 3 clusters Score -3132040 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -3132059.250000 Penalty: 5041.040039
	Iteration 40F: 3 clusters Score -3132059 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -3132083.500000 Penalty: 5041.040039
	Iteration 41Q: 3 clusters Score -3132084 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -3132115.500000 Penalty: 5041.040039
	Iteration 42Q: 3 clusters Score -3132116 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -3132129.250000 Penalty: 5041.040039
	Iteration 43Q: 3 clusters Score -3132129 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -3132146.250000 Penalty: 5041.040039
	Iteration 44Q: 3 clusters Score -3132146 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -3132169.000000 Penalty: 5041.040039
	Iteration 45Q: 3 clusters Score -3132169 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -3132198.250000 Penalty: 5041.040039
	Iteration 46Q: 3 clusters Score -3132198 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -3132216.250000 Penalty: 5041.040039
	Iteration 47Q: 3 clusters Score -3132216 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -3132248.000000 Penalty: 5041.040039
	Iteration 48Q: 3 clusters Score -3132248 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -3132295.500000 Penalty: 5041.040039
	Iteration 49Q: 3 clusters Score -3132296 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -3132320.750000 Penalty: 5041.040039
	Iteration 50Q: 3 clusters Score -3132321 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -3132342.750000 Penalty: 5041.040039
	Iteration 51Q: 3 clusters Score -3132343 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -3132373.250000 Penalty: 5041.040039
	Iteration 52Q: 3 clusters Score -3132373 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -3132409.500000 Penalty: 5041.040039
	Iteration 53Q: 3 clusters Score -3132410 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -3132447.000000 Penalty: 5041.040039
	Iteration 54Q: 3 clusters Score -3132447 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -3132502.000000 Penalty: 5041.040039
	Iteration 55Q: 3 clusters Score -3132502 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -3132559.250000 Penalty: 5041.040039
	Iteration 56Q: 3 clusters Score -3132559 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -3132624.250000 Penalty: 5041.040039
	Iteration 57Q: 3 clusters Score -3132624 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -3132667.750000 Penalty: 5041.040039
	Iteration 58Q: 3 clusters Score -3132668 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -3132754.500000 Penalty: 5041.040039
	Iteration 59Q: 3 clusters Score -3132754 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -3132835.000000 Penalty: 5041.040039
	Iteration 60F: 3 clusters Score -3132835 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -3132898.500000 Penalty: 5041.040039
	Iteration 61Q: 3 clusters Score -3132898 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -3132975.750000 Penalty: 5041.040039
	Iteration 62Q: 3 clusters Score -3132976 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -3133046.250000 Penalty: 5041.040039
	Iteration 63Q: 3 clusters Score -3133046 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -3133091.750000 Penalty: 5041.040039
	Iteration 64Q: 3 clusters Score -3133092 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -3133148.750000 Penalty: 5041.040039
	Iteration 65Q: 3 clusters Score -3133149 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -3133196.500000 Penalty: 5041.040039
	Iteration 66Q: 3 clusters Score -3133196 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -3133227.750000 Penalty: 5041.040039
	Iteration 67Q: 3 clusters Score -3133228 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -3133263.750000 Penalty: 5041.040039
	Iteration 68Q: 3 clusters Score -3133264 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -3133290.000000 Penalty: 5041.040039
	Iteration 69Q: 3 clusters Score -3133290 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -3133334.500000 Penalty: 5041.040039
	Iteration 70Q: 3 clusters Score -3133334 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -3133362.000000 Penalty: 5041.040039
	Iteration 71Q: 3 clusters Score -3133362 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -3133397.000000 Penalty: 5041.040039
	Iteration 72Q: 3 clusters Score -3133397 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -3133437.500000 Penalty: 5041.040039
	Iteration 73Q: 3 clusters Score -3133438 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -3133479.750000 Penalty: 5041.040039
	Iteration 74Q: 3 clusters Score -3133480 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -3133532.250000 Penalty: 5041.040039
	Iteration 75Q: 3 clusters Score -3133532 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -3133570.250000 Penalty: 5041.040039
	Iteration 76Q: 3 clusters Score -3133570 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -3133611.500000 Penalty: 5041.040039
	Iteration 77Q: 3 clusters Score -3133612 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -3133662.750000 Penalty: 5041.040039
	Iteration 78Q: 3 clusters Score -3133663 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -3133720.250000 Penalty: 5041.040039
	Iteration 79Q: 3 clusters Score -3133720 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -3133767.750000 Penalty: 5041.040039
	Iteration 80F: 3 clusters Score -3133768 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -3133820.250000 Penalty: 5041.040039
	Iteration 81Q: 3 clusters Score -3133820 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -3133873.750000 Penalty: 5041.040039
	Iteration 82Q: 3 clusters Score -3133874 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -3133918.250000 Penalty: 5041.040039
	Iteration 83Q: 3 clusters Score -3133918 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -3133963.750000 Penalty: 5041.040039
	Iteration 84Q: 3 clusters Score -3133964 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -3134011.000000 Penalty: 5041.040039
	Iteration 85Q: 3 clusters Score -3134011 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -3134040.500000 Penalty: 5041.040039
	Iteration 86Q: 3 clusters Score -3134040 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -3134061.250000 Penalty: 5041.040039
	Iteration 87Q: 3 clusters Score -3134061 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -3134085.000000 Penalty: 5041.040039
	Iteration 88Q: 3 clusters Score -3134085 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -3134097.000000 Penalty: 5041.040039
	Iteration 89Q: 3 clusters Score -3134097 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -3134094.750000 Penalty: 5041.040039
	Iteration 90Q: 3 clusters Score -3134095 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -3134105.250000 Penalty: 5041.040039
	Iteration 91Q: 3 clusters Score -3134105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -3134108.000000 Penalty: 5041.040039
	Iteration 92Q: 3 clusters Score -3134108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -3134113.250000 Penalty: 5041.040039
	Iteration 93Q: 3 clusters Score -3134113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -3134111.000000 Penalty: 5041.040039
	Iteration 94Q: 3 clusters Score -3134111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -3134112.500000 Penalty: 5041.040039
	Iteration 95Q: 3 clusters Score -3134112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -3134111.250000 Penalty: 5041.040039
	Iteration 96Q: 3 clusters Score -3134111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -3134106.000000 Penalty: 5041.040039
	Iteration 97Q: 3 clusters Score -3134106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -3134107.500000 Penalty: 5041.040039
	Iteration 98Q: 3 clusters Score -3134108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -3134115.500000 Penalty: 5041.040039
	Iteration 99Q: 3 clusters Score -3134116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -3134115.500000 Penalty: 5041.040039
	Iteration 100F: 3 clusters Score -3134116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -3134116.000000 Penalty: 5041.040039
	Iteration 101Q: 3 clusters Score -3134116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -3134118.000000 Penalty: 5041.040039
	Iteration 102Q: 3 clusters Score -3134118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -3134117.000000 Penalty: 5041.040039
	Iteration 103Q: 3 clusters Score -3134117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -3134115.750000 Penalty: 5041.040039
	Iteration 104Q: 3 clusters Score -3134116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -3134117.750000 Penalty: 5041.040039
	Iteration 105Q: 3 clusters Score -3134118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -3134119.250000 Penalty: 5041.040039
	Iteration 106Q: 3 clusters Score -3134119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -3134119.250000 Penalty: 5041.040039
	Iteration 107F: 3 clusters Score -3134119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (187960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187960 members 
Entering Unmasked Estep 
Score: -22391154.000000 Penalty: 3011.708252
	Iteration 0F: 2 clusters Score -2.239115e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93939 members 
Mstep: Class 2 contains 94021 members 
Entering Unmasked Estep 
Score: -22265488.000000 Penalty: 6023.416504
	Iteration 0F: 3 clusters Score -2.226549e+07 nChanged 90449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93796 members 
Mstep: Class 2 contains 94164 members 
Entering Unmasked Estep 
Score: -22318090.000000 Penalty: 6023.416504
	Iteration 1F: 3 clusters Score -2.231809e+07 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93275 members 
Mstep: Class 2 contains 94685 members 
Entering Unmasked Estep 
Score: -22319148.000000 Penalty: 6023.416504
	Iteration 2Q: 3 clusters Score -2.231915e+07 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92371 members 
Mstep: Class 2 contains 95589 members 
Entering Unmasked Estep 
Score: -22320492.000000 Penalty: 6023.416504
	Iteration 3Q: 3 clusters Score -2.232049e+07 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90931 members 
Mstep: Class 2 contains 97029 members 
Entering Unmasked Estep 
Score: -22322008.000000 Penalty: 6023.416504
	Iteration 4Q: 3 clusters Score -2.232201e+07 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88683 members 
Mstep: Class 2 contains 99277 members 
Entering Unmasked Estep 
Score: -22324110.000000 Penalty: 6023.416504
	Iteration 5Q: 3 clusters Score -2.232411e+07 nChanged 7320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85375 members 
Mstep: Class 2 contains 102585 members 
Entering Unmasked Estep 
Score: -22326280.000000 Penalty: 6023.416504
	Iteration 6Q: 3 clusters Score -2.232628e+07 nChanged 8224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80739 members 
Mstep: Class 2 contains 107221 members 
Entering Unmasked Estep 
Score: -22329402.000000 Penalty: 6023.416504
	Iteration 7Q: 3 clusters Score -2.23294e+07 nChanged 9432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74297 members 
Mstep: Class 2 contains 113663 members 
Entering Unmasked Estep 
Score: -22333928.000000 Penalty: 6023.416504
	Iteration 8F: 3 clusters Score -2.233393e+07 nChanged 10592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65943 members 
Mstep: Class 2 contains 122017 members 
Entering Unmasked Estep 
Score: -22339808.000000 Penalty: 6023.416504
	Iteration 9F: 3 clusters Score -2.233981e+07 nChanged 11391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56122 members 
Mstep: Class 2 contains 131838 members 
Entering Unmasked Estep 
Score: -22347506.000000 Penalty: 6023.416504
	Iteration 10F: 3 clusters Score -2.234751e+07 nChanged 11270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45746 members 
Mstep: Class 2 contains 142214 members 
Entering Unmasked Estep 
Score: -22356274.000000 Penalty: 6023.416504
	Iteration 11F: 3 clusters Score -2.235627e+07 nChanged 9801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36481 members 
Mstep: Class 2 contains 151479 members 
Entering Unmasked Estep 
Score: -22364344.000000 Penalty: 6023.416504
	Iteration 12F: 3 clusters Score -2.236434e+07 nChanged 7927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 159028 members 
Entering Unmasked Estep 
Score: -22370576.000000 Penalty: 6023.416504
	Iteration 13Q: 3 clusters Score -2.237058e+07 nChanged 5891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 164779 members 
Entering Unmasked Estep 
Score: -22374836.000000 Penalty: 6023.416504
	Iteration 14Q: 3 clusters Score -2.237484e+07 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 169350 members 
Entering Unmasked Estep 
Score: -22377752.000000 Penalty: 6023.416504
	Iteration 15Q: 3 clusters Score -2.237775e+07 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 173235 members 
Entering Unmasked Estep 
Score: -22380140.000000 Penalty: 6023.416504
	Iteration 16Q: 3 clusters Score -2.238014e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 176535 members 
Entering Unmasked Estep 
Score: -22382206.000000 Penalty: 6023.416504
	Iteration 17Q: 3 clusters Score -2.238221e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 179190 members 
Entering Unmasked Estep 
Score: -22383832.000000 Penalty: 6023.416504
	Iteration 18Q: 3 clusters Score -2.238383e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 181257 members 
Entering Unmasked Estep 
Score: -22385122.000000 Penalty: 6023.416504
	Iteration 19Q: 3 clusters Score -2.238512e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 182820 members 
Entering Unmasked Estep 
Score: -22386084.000000 Penalty: 6023.416504
	Iteration 20F: 3 clusters Score -2.238608e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 183976 members 
Entering Unmasked Estep 
Score: -22386696.000000 Penalty: 6023.416504
	Iteration 21Q: 3 clusters Score -2.23867e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 184822 members 
Entering Unmasked Estep 
Score: -22387262.000000 Penalty: 6023.416504
	Iteration 22Q: 3 clusters Score -2.238726e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 185465 members 
Entering Unmasked Estep 
Score: -22387700.000000 Penalty: 6023.416504
	Iteration 23Q: 3 clusters Score -2.23877e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 185880 members 
Entering Unmasked Estep 
Score: -22387918.000000 Penalty: 6023.416504
	Iteration 24Q: 3 clusters Score -2.238792e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 186193 members 
Entering Unmasked Estep 
Score: -22388054.000000 Penalty: 6023.416504
	Iteration 25Q: 3 clusters Score -2.238805e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 186404 members 
Entering Unmasked Estep 
Score: -22388182.000000 Penalty: 6023.416504
	Iteration 26Q: 3 clusters Score -2.238818e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 186560 members 
Entering Unmasked Estep 
Score: -22388266.000000 Penalty: 6023.416504
	Iteration 27Q: 3 clusters Score -2.238827e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 186660 members 
Entering Unmasked Estep 
Score: -22388286.000000 Penalty: 6023.416504
	Iteration 28Q: 3 clusters Score -2.238829e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 186737 members 
Entering Unmasked Estep 
Score: -22388328.000000 Penalty: 6023.416504
	Iteration 29Q: 3 clusters Score -2.238833e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 186795 members 
Entering Unmasked Estep 
Score: -22388338.000000 Penalty: 6023.416504
	Iteration 30Q: 3 clusters Score -2.238834e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 186834 members 
Entering Unmasked Estep 
Score: -22388354.000000 Penalty: 6023.416504
	Iteration 31Q: 3 clusters Score -2.238835e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 186860 members 
Entering Unmasked Estep 
Score: -22388360.000000 Penalty: 6023.416504
	Iteration 32Q: 3 clusters Score -2.238836e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 186887 members 
Entering Unmasked Estep 
Score: -22388392.000000 Penalty: 6023.416504
	Iteration 33Q: 3 clusters Score -2.238839e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 186918 members 
Entering Unmasked Estep 
Score: -22388428.000000 Penalty: 6023.416504
	Iteration 34Q: 3 clusters Score -2.238843e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 186940 members 
Entering Unmasked Estep 
Score: -22388438.000000 Penalty: 6023.416504
	Iteration 35Q: 3 clusters Score -2.238844e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 186961 members 
Entering Unmasked Estep 
Score: -22388436.000000 Penalty: 6023.416504
	Iteration 36Q: 3 clusters Score -2.238844e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 186974 members 
Entering Unmasked Estep 
Score: -22388442.000000 Penalty: 6023.416504
	Iteration 37Q: 3 clusters Score -2.238844e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 186993 members 
Entering Unmasked Estep 
Score: -22388426.000000 Penalty: 6023.416504
	Iteration 38Q: 3 clusters Score -2.238843e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 187006 members 
Entering Unmasked Estep 
Score: -22388442.000000 Penalty: 6023.416504
	Iteration 39Q: 3 clusters Score -2.238844e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 187024 members 
Entering Unmasked Estep 
Score: -22388462.000000 Penalty: 6023.416504
	Iteration 40F: 3 clusters Score -2.238846e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 187032 members 
Entering Unmasked Estep 
Score: -22388466.000000 Penalty: 6023.416504
	Iteration 41Q: 3 clusters Score -2.238847e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 187037 members 
Entering Unmasked Estep 
Score: -22388450.000000 Penalty: 6023.416504
	Iteration 42Q: 3 clusters Score -2.238845e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 187039 members 
Entering Unmasked Estep 
Score: -22388442.000000 Penalty: 6023.416504
	Iteration 43Q: 3 clusters Score -2.238844e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 187043 members 
Entering Unmasked Estep 
Score: -22388458.000000 Penalty: 6023.416504
	Iteration 44Q: 3 clusters Score -2.238846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 187046 members 
Entering Unmasked Estep 
Score: -22388452.000000 Penalty: 6023.416504
	Iteration 45Q: 3 clusters Score -2.238845e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 187050 members 
Entering Unmasked Estep 
Score: -22388472.000000 Penalty: 6023.416504
	Iteration 46Q: 3 clusters Score -2.238847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 187052 members 
Entering Unmasked Estep 
Score: -22388468.000000 Penalty: 6023.416504
	Iteration 47Q: 3 clusters Score -2.238847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 187056 members 
Entering Unmasked Estep 
Score: -22388466.000000 Penalty: 6023.416504
	Iteration 48Q: 3 clusters Score -2.238847e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 187060 members 
Entering Unmasked Estep 
Score: -22388460.000000 Penalty: 6023.416504
	Iteration 49Q: 3 clusters Score -2.238846e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 187064 members 
Entering Unmasked Estep 
Score: -22388460.000000 Penalty: 6023.416504
	Iteration 50Q: 3 clusters Score -2.238846e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 187069 members 
Entering Unmasked Estep 
Score: -22388468.000000 Penalty: 6023.416504
	Iteration 51Q: 3 clusters Score -2.238847e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 187074 members 
Entering Unmasked Estep 
Score: -22388484.000000 Penalty: 6023.416504
	Iteration 52Q: 3 clusters Score -2.238848e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 187080 members 
Entering Unmasked Estep 
Score: -22388492.000000 Penalty: 6023.416504
	Iteration 53Q: 3 clusters Score -2.238849e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 187083 members 
Entering Unmasked Estep 
Score: -22388492.000000 Penalty: 6023.416504
	Iteration 54Q: 3 clusters Score -2.238849e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 187090 members 
Entering Unmasked Estep 
Score: -22388506.000000 Penalty: 6023.416504
	Iteration 55Q: 3 clusters Score -2.238851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 187093 members 
Entering Unmasked Estep 
Score: -22388508.000000 Penalty: 6023.416504
	Iteration 56Q: 3 clusters Score -2.238851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 187097 members 
Entering Unmasked Estep 
Score: -22388502.000000 Penalty: 6023.416504
	Iteration 57Q: 3 clusters Score -2.23885e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 187099 members 
Entering Unmasked Estep 
Score: -22388506.000000 Penalty: 6023.416504
	Iteration 58Q: 3 clusters Score -2.238851e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 187101 members 
Entering Unmasked Estep 
Score: -22388502.000000 Penalty: 6023.416504
	Iteration 59Q: 3 clusters Score -2.23885e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 187104 members 
Entering Unmasked Estep 
Score: -22388520.000000 Penalty: 6023.416504
	Iteration 60F: 3 clusters Score -2.238852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 187105 members 
Entering Unmasked Estep 
Score: -22388516.000000 Penalty: 6023.416504
	Iteration 61Q: 3 clusters Score -2.238852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 187104 members 
Entering Unmasked Estep 
Score: -22388518.000000 Penalty: 6023.416504
	Iteration 62Q: 3 clusters Score -2.238852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 187105 members 
Entering Unmasked Estep 
Score: -22388526.000000 Penalty: 6023.416504
	Iteration 63Q: 3 clusters Score -2.238853e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 187105 members 
Entering Unmasked Estep 
Score: -22388526.000000 Penalty: 6023.416504
	Iteration 64F: 3 clusters Score -2.238853e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Entering Unmasked Estep 
Score: -797019.875000 Penalty: 2179.306152
	Iteration 0F: 2 clusters Score -797019.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -791522.562500 Penalty: 4358.612305
	Iteration 0F: 3 clusters Score -791522.6 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -793116.750000 Penalty: 4358.612305
	Iteration 1F: 3 clusters Score -793116.8 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -793669.750000 Penalty: 4358.612305
	Iteration 2F: 3 clusters Score -793669.8 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -794201.187500 Penalty: 4358.612305
	Iteration 3F: 3 clusters Score -794201.2 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -794754.750000 Penalty: 4358.612305
	Iteration 4F: 3 clusters Score -794754.8 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -795250.312500 Penalty: 4358.612305
	Iteration 5F: 3 clusters Score -795250.3 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -795623.500000 Penalty: 4358.612305
	Iteration 6F: 3 clusters Score -795623.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -795886.437500 Penalty: 4358.612305
	Iteration 7Q: 3 clusters Score -795886.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -796081.312500 Penalty: 4358.612305
	Iteration 8Q: 3 clusters Score -796081.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -796206.437500 Penalty: 4358.612305
	Iteration 9Q: 3 clusters Score -796206.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -796303.937500 Penalty: 4358.612305
	Iteration 10Q: 3 clusters Score -796303.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -796384.375000 Penalty: 4358.612305
	Iteration 11Q: 3 clusters Score -796384.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -796436.562500 Penalty: 4358.612305
	Iteration 12Q: 3 clusters Score -796436.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -796472.875000 Penalty: 4358.612305
	Iteration 13Q: 3 clusters Score -796472.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -796496.187500 Penalty: 4358.612305
	Iteration 14Q: 3 clusters Score -796496.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -796520.437500 Penalty: 4358.612305
	Iteration 15Q: 3 clusters Score -796520.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -796535.562500 Penalty: 4358.612305
	Iteration 16Q: 3 clusters Score -796535.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -796542.000000 Penalty: 4358.612305
	Iteration 17Q: 3 clusters Score -796542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -796549.750000 Penalty: 4358.612305
	Iteration 18Q: 3 clusters Score -796549.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -796553.250000 Penalty: 4358.612305
	Iteration 19Q: 3 clusters Score -796553.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -796558.625000 Penalty: 4358.612305
	Iteration 20F: 3 clusters Score -796558.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -796562.500000 Penalty: 4358.612305
	Iteration 21Q: 3 clusters Score -796562.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -796567.000000 Penalty: 4358.612305
	Iteration 22Q: 3 clusters Score -796567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -796569.125000 Penalty: 4358.612305
	Iteration 23Q: 3 clusters Score -796569.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -796569.125000 Penalty: 4358.612305
	Iteration 24Q: 3 clusters Score -796569.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -796569.687500 Penalty: 4358.612305
	Iteration 25Q: 3 clusters Score -796569.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -796569.687500 Penalty: 4358.612305
	Iteration 26F: 3 clusters Score -796569.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (38372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38372 members 
Entering Unmasked Estep 
Score: -4555369.000000 Penalty: 2617.660645
	Iteration 0F: 2 clusters Score -4555369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -4529217.000000 Penalty: 5235.321289
	Iteration 0F: 3 clusters Score -4529217 nChanged 17640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -4539083.000000 Penalty: 5235.321289
	Iteration 1F: 3 clusters Score -4539083 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -4539759.500000 Penalty: 5235.321289
	Iteration 2Q: 3 clusters Score -4539760 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -4540546.500000 Penalty: 5235.321289
	Iteration 3Q: 3 clusters Score -4540546 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -4541536.000000 Penalty: 5235.321289
	Iteration 4F: 3 clusters Score -4541536 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -4542872.500000 Penalty: 5235.321289
	Iteration 5F: 3 clusters Score -4542872 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -4544703.000000 Penalty: 5235.321289
	Iteration 6F: 3 clusters Score -4544703 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -4546749.000000 Penalty: 5235.321289
	Iteration 7F: 3 clusters Score -4546749 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 32184 members 
Entering Unmasked Estep 
Score: -4548618.000000 Penalty: 5235.321289
	Iteration 8F: 3 clusters Score -4548618 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 33996 members 
Entering Unmasked Estep 
Score: -4550147.500000 Penalty: 5235.321289
	Iteration 9Q: 3 clusters Score -4550148 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 35313 members 
Entering Unmasked Estep 
Score: -4551208.000000 Penalty: 5235.321289
	Iteration 10Q: 3 clusters Score -4551208 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -4551865.500000 Penalty: 5235.321289
	Iteration 11Q: 3 clusters Score -4551866 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 36701 members 
Entering Unmasked Estep 
Score: -4552230.500000 Penalty: 5235.321289
	Iteration 12Q: 3 clusters Score -4552230 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 37051 members 
Entering Unmasked Estep 
Score: -4552493.000000 Penalty: 5235.321289
	Iteration 13Q: 3 clusters Score -4552493 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 37274 members 
Entering Unmasked Estep 
Score: -4552671.000000 Penalty: 5235.321289
	Iteration 14Q: 3 clusters Score -4552671 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 37438 members 
Entering Unmasked Estep 
Score: -4552794.000000 Penalty: 5235.321289
	Iteration 15Q: 3 clusters Score -4552794 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 37566 members 
Entering Unmasked Estep 
Score: -4552915.500000 Penalty: 5235.321289
	Iteration 16Q: 3 clusters Score -4552916 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 37654 members 
Entering Unmasked Estep 
Score: -4553001.500000 Penalty: 5235.321289
	Iteration 17Q: 3 clusters Score -4553002 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 37715 members 
Entering Unmasked Estep 
Score: -4553047.000000 Penalty: 5235.321289
	Iteration 18Q: 3 clusters Score -4553047 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 37760 members 
Entering Unmasked Estep 
Score: -4553084.500000 Penalty: 5235.321289
	Iteration 19Q: 3 clusters Score -4553084 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 37787 members 
Entering Unmasked Estep 
Score: -4553114.000000 Penalty: 5235.321289
	Iteration 20F: 3 clusters Score -4553114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 37802 members 
Entering Unmasked Estep 
Score: -4553123.000000 Penalty: 5235.321289
	Iteration 21Q: 3 clusters Score -4553123 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 37813 members 
Entering Unmasked Estep 
Score: -4553128.000000 Penalty: 5235.321289
	Iteration 22Q: 3 clusters Score -4553128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 37823 members 
Entering Unmasked Estep 
Score: -4553130.000000 Penalty: 5235.321289
	Iteration 23Q: 3 clusters Score -4553130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 37833 members 
Entering Unmasked Estep 
Score: -4553143.500000 Penalty: 5235.321289
	Iteration 24Q: 3 clusters Score -4553144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 37840 members 
Entering Unmasked Estep 
Score: -4553156.500000 Penalty: 5235.321289
	Iteration 25Q: 3 clusters Score -4553156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 37846 members 
Entering Unmasked Estep 
Score: -4553163.500000 Penalty: 5235.321289
	Iteration 26Q: 3 clusters Score -4553164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 37860 members 
Entering Unmasked Estep 
Score: -4553175.000000 Penalty: 5235.321289
	Iteration 27Q: 3 clusters Score -4553175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 37867 members 
Entering Unmasked Estep 
Score: -4553182.500000 Penalty: 5235.321289
	Iteration 28Q: 3 clusters Score -4553182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 37869 members 
Entering Unmasked Estep 
Score: -4553188.000000 Penalty: 5235.321289
	Iteration 29Q: 3 clusters Score -4553188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 37870 members 
Entering Unmasked Estep 
Score: -4553188.500000 Penalty: 5235.321289
	Iteration 30Q: 3 clusters Score -4553188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 37871 members 
Entering Unmasked Estep 
Score: -4553189.000000 Penalty: 5235.321289
	Iteration 31Q: 3 clusters Score -4553189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 37873 members 
Entering Unmasked Estep 
Score: -4553188.500000 Penalty: 5235.321289
	Iteration 32Q: 3 clusters Score -4553188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 37874 members 
Entering Unmasked Estep 
Score: -4553188.000000 Penalty: 5235.321289
	Iteration 33Q: 3 clusters Score -4553188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 37874 members 
Entering Unmasked Estep 
Score: -4553188.000000 Penalty: 5235.321289
	Iteration 34F: 3 clusters Score -4553188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Entering Unmasked Estep 
Score: -1003641.187500 Penalty: 2251.727783
	Iteration 0F: 2 clusters Score -1003641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -996824.437500 Penalty: 4503.455566
	Iteration 0F: 3 clusters Score -996824.4 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -998907.375000 Penalty: 4503.455566
	Iteration 1F: 3 clusters Score -998907.4 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -999560.062500 Penalty: 4503.455566
	Iteration 2F: 3 clusters Score -999560.1 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1000256.312500 Penalty: 4503.455566
	Iteration 3F: 3 clusters Score -1000256 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1000998.500000 Penalty: 4503.455566
	Iteration 4F: 3 clusters Score -1000998 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1001859.500000 Penalty: 4503.455566
	Iteration 5F: 3 clusters Score -1001860 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1002581.250000 Penalty: 4503.455566
	Iteration 6F: 3 clusters Score -1002581 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1003223.937500 Penalty: 4503.455566
	Iteration 7F: 3 clusters Score -1003224 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1003762.750000 Penalty: 4503.455566
	Iteration 8Q: 3 clusters Score -1003763 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1004110.562500 Penalty: 4503.455566
	Iteration 9Q: 3 clusters Score -1004111 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1004276.187500 Penalty: 4503.455566
	Iteration 10Q: 3 clusters Score -1004276 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1004346.687500 Penalty: 4503.455566
	Iteration 11Q: 3 clusters Score -1004347 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1004376.187500 Penalty: 4503.455566
	Iteration 12Q: 3 clusters Score -1004376 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1004396.062500 Penalty: 4503.455566
	Iteration 13Q: 3 clusters Score -1004396 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1004411.500000 Penalty: 4503.455566
	Iteration 14Q: 3 clusters Score -1004412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1004417.750000 Penalty: 4503.455566
	Iteration 15Q: 3 clusters Score -1004418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1004420.375000 Penalty: 4503.455566
	Iteration 16Q: 3 clusters Score -1004420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1004423.375000 Penalty: 4503.455566
	Iteration 17Q: 3 clusters Score -1004423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1004425.437500 Penalty: 4503.455566
	Iteration 18Q: 3 clusters Score -1004425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1004427.000000 Penalty: 4503.455566
	Iteration 19Q: 3 clusters Score -1004427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1004431.687500 Penalty: 4503.455566
	Iteration 20F: 3 clusters Score -1004432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1004430.000000 Penalty: 4503.455566
	Iteration 21Q: 3 clusters Score -1004430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1004432.312500 Penalty: 4503.455566
	Iteration 22Q: 3 clusters Score -1004432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1004429.812500 Penalty: 4503.455566
	Iteration 23Q: 3 clusters Score -1004430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1004431.562500 Penalty: 4503.455566
	Iteration 24Q: 3 clusters Score -1004432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1004432.125000 Penalty: 4503.455566
	Iteration 25Q: 3 clusters Score -1004432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1004434.062500 Penalty: 4503.455566
	Iteration 26Q: 3 clusters Score -1004434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1004432.687500 Penalty: 4503.455566
	Iteration 27Q: 3 clusters Score -1004433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1004432.687500 Penalty: 4503.455566
	Iteration 28F: 3 clusters Score -1004433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58551 members 
Mstep: Class 2 contains 156439 members 
Mstep: Class 3 contains 7358 members 
Mstep: Class 4 contains 179864 members 
Mstep: Class 5 contains 11195 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31668 members 
Mstep: Class 8 contains 25936 members 
Mstep: Class 9 contains 187960 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38372 members 
Mstep: Class 12 contains 6005 members 
Mstep: Class 13 contains 10502 members 
Mstep: Class 14 contains 8055 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10544 members 
Mstep: Class 17 contains 69911 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276857 members 
Mstep: Class 22 contains 41068 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283135 members 
Mstep: Class 25 contains 16049 members 
Mstep: Class 26 contains 21604 members 
Mstep: Class 27 contains 16672 members 
Mstep: Class 28 contains 11329 members 
Mstep: Class 29 contains 6344 members 
Mstep: Class 30 contains 38255 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 221698 members 
Mstep: Class 35 contains 170675 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10938 members 
Mstep: Class 39 contains 2769 members 
Entering Unmasked Estep 
Score: -235411712.000000 Penalty: 140280.062500
Splitting cluster 12 changes total score from -235412608.000000 to -235411712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (10502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Entering Unmasked Estep 
Score: -1205002.250000 Penalty: 2296.311768
	Iteration 0F: 2 clusters Score -1205002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1197057.125000 Penalty: 4592.623535
	Iteration 0F: 3 clusters Score -1197057 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1199494.625000 Penalty: 4592.623535
	Iteration 1F: 3 clusters Score -1199495 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1199845.125000 Penalty: 4592.623535
	Iteration 2F: 3 clusters Score -1199845 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1200126.750000 Penalty: 4592.623535
	Iteration 3F: 3 clusters Score -1200127 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1200366.375000 Penalty: 4592.623535
	Iteration 4Q: 3 clusters Score -1200366 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1200614.500000 Penalty: 4592.623535
	Iteration 5Q: 3 clusters Score -1200614 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1200868.875000 Penalty: 4592.623535
	Iteration 6Q: 3 clusters Score -1200869 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1201163.625000 Penalty: 4592.623535
	Iteration 7Q: 3 clusters Score -1201164 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1201508.875000 Penalty: 4592.623535
	Iteration 8Q: 3 clusters Score -1201509 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1201870.750000 Penalty: 4592.623535
	Iteration 9Q: 3 clusters Score -1201871 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1202188.000000 Penalty: 4592.623535
	Iteration 10Q: 3 clusters Score -1202188 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1202450.125000 Penalty: 4592.623535
	Iteration 11Q: 3 clusters Score -1202450 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1202646.125000 Penalty: 4592.623535
	Iteration 12Q: 3 clusters Score -1202646 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1202803.625000 Penalty: 4592.623535
	Iteration 13Q: 3 clusters Score -1202804 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1202918.625000 Penalty: 4592.623535
	Iteration 14Q: 3 clusters Score -1202919 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1202988.875000 Penalty: 4592.623535
	Iteration 15Q: 3 clusters Score -1202989 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1203059.250000 Penalty: 4592.623535
	Iteration 16Q: 3 clusters Score -1203059 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1203120.375000 Penalty: 4592.623535
	Iteration 17Q: 3 clusters Score -1203120 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1203170.875000 Penalty: 4592.623535
	Iteration 18Q: 3 clusters Score -1203171 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1203207.625000 Penalty: 4592.623535
	Iteration 19Q: 3 clusters Score -1203208 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1203235.750000 Penalty: 4592.623535
	Iteration 20F: 3 clusters Score -1203236 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1203260.250000 Penalty: 4592.623535
	Iteration 21Q: 3 clusters Score -1203260 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1203280.875000 Penalty: 4592.623535
	Iteration 22Q: 3 clusters Score -1203281 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1203299.250000 Penalty: 4592.623535
	Iteration 23Q: 3 clusters Score -1203299 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1203320.375000 Penalty: 4592.623535
	Iteration 24Q: 3 clusters Score -1203320 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1203332.125000 Penalty: 4592.623535
	Iteration 25Q: 3 clusters Score -1203332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1203341.000000 Penalty: 4592.623535
	Iteration 26Q: 3 clusters Score -1203341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1203347.750000 Penalty: 4592.623535
	Iteration 27Q: 3 clusters Score -1203348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1203359.500000 Penalty: 4592.623535
	Iteration 28Q: 3 clusters Score -1203360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1203364.500000 Penalty: 4592.623535
	Iteration 29Q: 3 clusters Score -1203364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1203369.375000 Penalty: 4592.623535
	Iteration 30Q: 3 clusters Score -1203369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1203369.375000 Penalty: 4592.623535
	Iteration 31Q: 3 clusters Score -1203369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1203369.375000 Penalty: 4592.623535
	Iteration 32F: 3 clusters Score -1203369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Entering Unmasked Estep 
Score: -907153.062500 Penalty: 2230.523926
	Iteration 0F: 2 clusters Score -907153.1 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 4089 members 
Entering Unmasked Estep 
Score: -900773.250000 Penalty: 4461.047852
	Iteration 0F: 3 clusters Score -900773.2 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -902551.062500 Penalty: 4461.047852
	Iteration 1F: 3 clusters Score -902551.1 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -903000.875000 Penalty: 4461.047852
	Iteration 2F: 3 clusters Score -903000.9 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -903430.437500 Penalty: 4461.047852
	Iteration 3F: 3 clusters Score -903430.4 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -903821.437500 Penalty: 4461.047852
	Iteration 4F: 3 clusters Score -903821.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -904099.937500 Penalty: 4461.047852
	Iteration 5F: 3 clusters Score -904099.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -904284.625000 Penalty: 4461.047852
	Iteration 6Q: 3 clusters Score -904284.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -904431.812500 Penalty: 4461.047852
	Iteration 7Q: 3 clusters Score -904431.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -904553.625000 Penalty: 4461.047852
	Iteration 8Q: 3 clusters Score -904553.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -904663.187500 Penalty: 4461.047852
	Iteration 9Q: 3 clusters Score -904663.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -904753.187500 Penalty: 4461.047852
	Iteration 10Q: 3 clusters Score -904753.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -904821.187500 Penalty: 4461.047852
	Iteration 11Q: 3 clusters Score -904821.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -904899.187500 Penalty: 4461.047852
	Iteration 12Q: 3 clusters Score -904899.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -904984.500000 Penalty: 4461.047852
	Iteration 13Q: 3 clusters Score -904984.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -905078.000000 Penalty: 4461.047852
	Iteration 14Q: 3 clusters Score -905078 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -905167.312500 Penalty: 4461.047852
	Iteration 15Q: 3 clusters Score -905167.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -905239.125000 Penalty: 4461.047852
	Iteration 16Q: 3 clusters Score -905239.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -905309.562500 Penalty: 4461.047852
	Iteration 17Q: 3 clusters Score -905309.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -905381.312500 Penalty: 4461.047852
	Iteration 18Q: 3 clusters Score -905381.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -905429.937500 Penalty: 4461.047852
	Iteration 19Q: 3 clusters Score -905429.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -905473.125000 Penalty: 4461.047852
	Iteration 20F: 3 clusters Score -905473.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -905517.375000 Penalty: 4461.047852
	Iteration 21Q: 3 clusters Score -905517.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -905550.625000 Penalty: 4461.047852
	Iteration 22Q: 3 clusters Score -905550.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -905569.000000 Penalty: 4461.047852
	Iteration 23Q: 3 clusters Score -905569 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -905588.750000 Penalty: 4461.047852
	Iteration 24Q: 3 clusters Score -905588.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -905603.062500 Penalty: 4461.047852
	Iteration 25Q: 3 clusters Score -905603.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -905615.062500 Penalty: 4461.047852
	Iteration 26Q: 3 clusters Score -905615.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -905626.687500 Penalty: 4461.047852
	Iteration 27Q: 3 clusters Score -905626.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -905631.187500 Penalty: 4461.047852
	Iteration 28Q: 3 clusters Score -905631.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -905635.625000 Penalty: 4461.047852
	Iteration 29Q: 3 clusters Score -905635.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -905646.125000 Penalty: 4461.047852
	Iteration 30Q: 3 clusters Score -905646.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -905651.937500 Penalty: 4461.047852
	Iteration 31Q: 3 clusters Score -905651.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -905655.062500 Penalty: 4461.047852
	Iteration 32Q: 3 clusters Score -905655.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -905659.750000 Penalty: 4461.047852
	Iteration 33Q: 3 clusters Score -905659.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -905667.625000 Penalty: 4461.047852
	Iteration 34Q: 3 clusters Score -905667.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -905676.375000 Penalty: 4461.047852
	Iteration 35Q: 3 clusters Score -905676.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -905677.687500 Penalty: 4461.047852
	Iteration 36Q: 3 clusters Score -905677.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -905681.062500 Penalty: 4461.047852
	Iteration 37Q: 3 clusters Score -905681.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -905683.687500 Penalty: 4461.047852
	Iteration 38Q: 3 clusters Score -905683.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -905687.375000 Penalty: 4461.047852
	Iteration 39Q: 3 clusters Score -905687.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -905686.562500 Penalty: 4461.047852
	Iteration 40F: 3 clusters Score -905686.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -905688.187500 Penalty: 4461.047852
	Iteration 41Q: 3 clusters Score -905688.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -905687.625000 Penalty: 4461.047852
	Iteration 42Q: 3 clusters Score -905687.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -905688.125000 Penalty: 4461.047852
	Iteration 43Q: 3 clusters Score -905688.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -905688.125000 Penalty: 4461.047852
	Iteration 44F: 3 clusters Score -905688.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Entering Unmasked Estep 
Score: -940505.187500 Penalty: 2241.720703
	Iteration 0F: 2 clusters Score -940505.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -934012.812500 Penalty: 4483.441406
	Iteration 0F: 3 clusters Score -934012.8 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -936012.500000 Penalty: 4483.441406
	Iteration 1F: 3 clusters Score -936012.5 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -936457.375000 Penalty: 4483.441406
	Iteration 2F: 3 clusters Score -936457.4 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -936848.125000 Penalty: 4483.441406
	Iteration 3F: 3 clusters Score -936848.1 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -937230.812500 Penalty: 4483.441406
	Iteration 4F: 3 clusters Score -937230.8 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -937739.562500 Penalty: 4483.441406
	Iteration 5F: 3 clusters Score -937739.6 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -938258.312500 Penalty: 4483.441406
	Iteration 6F: 3 clusters Score -938258.3 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -938682.187500 Penalty: 4483.441406
	Iteration 7F: 3 clusters Score -938682.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -939031.250000 Penalty: 4483.441406
	Iteration 8Q: 3 clusters Score -939031.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -939369.000000 Penalty: 4483.441406
	Iteration 9Q: 3 clusters Score -939369 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -939622.187500 Penalty: 4483.441406
	Iteration 10Q: 3 clusters Score -939622.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -939769.937500 Penalty: 4483.441406
	Iteration 11Q: 3 clusters Score -939769.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -939877.250000 Penalty: 4483.441406
	Iteration 12Q: 3 clusters Score -939877.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -939970.750000 Penalty: 4483.441406
	Iteration 13Q: 3 clusters Score -939970.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -940048.187500 Penalty: 4483.441406
	Iteration 14Q: 3 clusters Score -940048.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -940116.250000 Penalty: 4483.441406
	Iteration 15Q: 3 clusters Score -940116.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -940164.062500 Penalty: 4483.441406
	Iteration 16Q: 3 clusters Score -940164.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -940202.000000 Penalty: 4483.441406
	Iteration 17Q: 3 clusters Score -940202 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -940255.500000 Penalty: 4483.441406
	Iteration 18Q: 3 clusters Score -940255.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -940301.375000 Penalty: 4483.441406
	Iteration 19Q: 3 clusters Score -940301.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -940336.062500 Penalty: 4483.441406
	Iteration 20F: 3 clusters Score -940336.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -940362.687500 Penalty: 4483.441406
	Iteration 21Q: 3 clusters Score -940362.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -940385.187500 Penalty: 4483.441406
	Iteration 22Q: 3 clusters Score -940385.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -940401.062500 Penalty: 4483.441406
	Iteration 23Q: 3 clusters Score -940401.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -940412.437500 Penalty: 4483.441406
	Iteration 24Q: 3 clusters Score -940412.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -940427.000000 Penalty: 4483.441406
	Iteration 25Q: 3 clusters Score -940427 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -940433.812500 Penalty: 4483.441406
	Iteration 26Q: 3 clusters Score -940433.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -940435.812500 Penalty: 4483.441406
	Iteration 27Q: 3 clusters Score -940435.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -940440.562500 Penalty: 4483.441406
	Iteration 28Q: 3 clusters Score -940440.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -940446.187500 Penalty: 4483.441406
	Iteration 29Q: 3 clusters Score -940446.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -940450.750000 Penalty: 4483.441406
	Iteration 30Q: 3 clusters Score -940450.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -940452.437500 Penalty: 4483.441406
	Iteration 31Q: 3 clusters Score -940452.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -940454.687500 Penalty: 4483.441406
	Iteration 32Q: 3 clusters Score -940454.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -940459.437500 Penalty: 4483.441406
	Iteration 33Q: 3 clusters Score -940459.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -940463.187500 Penalty: 4483.441406
	Iteration 34Q: 3 clusters Score -940463.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -940466.125000 Penalty: 4483.441406
	Iteration 35Q: 3 clusters Score -940466.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -940467.500000 Penalty: 4483.441406
	Iteration 36Q: 3 clusters Score -940467.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -940468.000000 Penalty: 4483.441406
	Iteration 37Q: 3 clusters Score -940468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -940472.437500 Penalty: 4483.441406
	Iteration 38Q: 3 clusters Score -940472.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -940479.937500 Penalty: 4483.441406
	Iteration 39Q: 3 clusters Score -940479.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -940487.750000 Penalty: 4483.441406
	Iteration 40F: 3 clusters Score -940487.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -940490.562500 Penalty: 4483.441406
	Iteration 41Q: 3 clusters Score -940490.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -940491.812500 Penalty: 4483.441406
	Iteration 42Q: 3 clusters Score -940491.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -940493.937500 Penalty: 4483.441406
	Iteration 43Q: 3 clusters Score -940493.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -940495.625000 Penalty: 4483.441406
	Iteration 44Q: 3 clusters Score -940495.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -940495.625000 Penalty: 4483.441406
	Iteration 45F: 3 clusters Score -940495.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Entering Unmasked Estep 
Score: -1201423.375000 Penalty: 2297.301514
	Iteration 0F: 2 clusters Score -1201423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1193369.125000 Penalty: 4594.603027
	Iteration 0F: 3 clusters Score -1193369 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1195748.250000 Penalty: 4594.603027
	Iteration 1F: 3 clusters Score -1195748 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1196217.250000 Penalty: 4594.603027
	Iteration 2F: 3 clusters Score -1196217 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1196647.625000 Penalty: 4594.603027
	Iteration 3F: 3 clusters Score -1196648 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1197028.750000 Penalty: 4594.603027
	Iteration 4F: 3 clusters Score -1197029 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1197401.625000 Penalty: 4594.603027
	Iteration 5F: 3 clusters Score -1197402 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1197801.875000 Penalty: 4594.603027
	Iteration 6F: 3 clusters Score -1197802 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1198128.125000 Penalty: 4594.603027
	Iteration 7F: 3 clusters Score -1198128 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1198400.500000 Penalty: 4594.603027
	Iteration 8Q: 3 clusters Score -1198400 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1198585.500000 Penalty: 4594.603027
	Iteration 9Q: 3 clusters Score -1198586 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1198727.375000 Penalty: 4594.603027
	Iteration 10Q: 3 clusters Score -1198727 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1198864.625000 Penalty: 4594.603027
	Iteration 11Q: 3 clusters Score -1198865 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1198966.375000 Penalty: 4594.603027
	Iteration 12Q: 3 clusters Score -1198966 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1199046.875000 Penalty: 4594.603027
	Iteration 13Q: 3 clusters Score -1199047 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1199113.125000 Penalty: 4594.603027
	Iteration 14Q: 3 clusters Score -1199113 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1199161.625000 Penalty: 4594.603027
	Iteration 15Q: 3 clusters Score -1199162 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1199196.625000 Penalty: 4594.603027
	Iteration 16Q: 3 clusters Score -1199197 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1199224.250000 Penalty: 4594.603027
	Iteration 17Q: 3 clusters Score -1199224 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1199245.875000 Penalty: 4594.603027
	Iteration 18Q: 3 clusters Score -1199246 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1199260.125000 Penalty: 4594.603027
	Iteration 19Q: 3 clusters Score -1199260 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1199271.875000 Penalty: 4594.603027
	Iteration 20F: 3 clusters Score -1199272 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1199285.125000 Penalty: 4594.603027
	Iteration 21Q: 3 clusters Score -1199285 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1199300.875000 Penalty: 4594.603027
	Iteration 22Q: 3 clusters Score -1199301 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1199316.875000 Penalty: 4594.603027
	Iteration 23Q: 3 clusters Score -1199317 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1199334.000000 Penalty: 4594.603027
	Iteration 24Q: 3 clusters Score -1199334 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1199357.625000 Penalty: 4594.603027
	Iteration 25Q: 3 clusters Score -1199358 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1199381.125000 Penalty: 4594.603027
	Iteration 26Q: 3 clusters Score -1199381 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1199406.000000 Penalty: 4594.603027
	Iteration 27Q: 3 clusters Score -1199406 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1199438.375000 Penalty: 4594.603027
	Iteration 28Q: 3 clusters Score -1199438 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1199485.000000 Penalty: 4594.603027
	Iteration 29Q: 3 clusters Score -1199485 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1199535.000000 Penalty: 4594.603027
	Iteration 30Q: 3 clusters Score -1199535 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1199578.125000 Penalty: 4594.603027
	Iteration 31Q: 3 clusters Score -1199578 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1199619.250000 Penalty: 4594.603027
	Iteration 32Q: 3 clusters Score -1199619 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1199663.500000 Penalty: 4594.603027
	Iteration 33Q: 3 clusters Score -1199664 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1199700.500000 Penalty: 4594.603027
	Iteration 34Q: 3 clusters Score -1199700 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1199733.375000 Penalty: 4594.603027
	Iteration 35Q: 3 clusters Score -1199733 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1199761.375000 Penalty: 4594.603027
	Iteration 36Q: 3 clusters Score -1199761 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1199789.375000 Penalty: 4594.603027
	Iteration 37Q: 3 clusters Score -1199789 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1199813.250000 Penalty: 4594.603027
	Iteration 38Q: 3 clusters Score -1199813 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1199828.625000 Penalty: 4594.603027
	Iteration 39Q: 3 clusters Score -1199829 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1199842.000000 Penalty: 4594.603027
	Iteration 40F: 3 clusters Score -1199842 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1199853.500000 Penalty: 4594.603027
	Iteration 41Q: 3 clusters Score -1199854 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1199862.750000 Penalty: 4594.603027
	Iteration 42Q: 3 clusters Score -1199863 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1199867.375000 Penalty: 4594.603027
	Iteration 43Q: 3 clusters Score -1199867 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1199872.625000 Penalty: 4594.603027
	Iteration 44Q: 3 clusters Score -1199873 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1199874.500000 Penalty: 4594.603027
	Iteration 45Q: 3 clusters Score -1199874 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1199878.500000 Penalty: 4594.603027
	Iteration 46Q: 3 clusters Score -1199878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1199881.500000 Penalty: 4594.603027
	Iteration 47Q: 3 clusters Score -1199882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1199889.375000 Penalty: 4594.603027
	Iteration 48Q: 3 clusters Score -1199889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1199890.250000 Penalty: 4594.603027
	Iteration 49Q: 3 clusters Score -1199890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1199889.500000 Penalty: 4594.603027
	Iteration 50Q: 3 clusters Score -1199890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1199892.125000 Penalty: 4594.603027
	Iteration 51Q: 3 clusters Score -1199892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1199897.125000 Penalty: 4594.603027
	Iteration 52Q: 3 clusters Score -1199897 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1199896.000000 Penalty: 4594.603027
	Iteration 53Q: 3 clusters Score -1199896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1199895.500000 Penalty: 4594.603027
	Iteration 54Q: 3 clusters Score -1199896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1199899.500000 Penalty: 4594.603027
	Iteration 55Q: 3 clusters Score -1199900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1199901.125000 Penalty: 4594.603027
	Iteration 56Q: 3 clusters Score -1199901 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1199902.750000 Penalty: 4594.603027
	Iteration 57Q: 3 clusters Score -1199903 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1199907.000000 Penalty: 4594.603027
	Iteration 58Q: 3 clusters Score -1199907 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1199913.750000 Penalty: 4594.603027
	Iteration 59Q: 3 clusters Score -1199914 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1199915.875000 Penalty: 4594.603027
	Iteration 60F: 3 clusters Score -1199916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1199922.125000 Penalty: 4594.603027
	Iteration 61Q: 3 clusters Score -1199922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1199922.125000 Penalty: 4594.603027
	Iteration 62Q: 3 clusters Score -1199922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1199921.750000 Penalty: 4594.603027
	Iteration 63Q: 3 clusters Score -1199922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1199925.000000 Penalty: 4594.603027
	Iteration 64Q: 3 clusters Score -1199925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1199926.500000 Penalty: 4594.603027
	Iteration 65Q: 3 clusters Score -1199926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1199926.500000 Penalty: 4594.603027
	Iteration 66Q: 3 clusters Score -1199926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1199927.875000 Penalty: 4594.603027
	Iteration 67Q: 3 clusters Score -1199928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1199926.875000 Penalty: 4594.603027
	Iteration 68Q: 3 clusters Score -1199927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1199927.750000 Penalty: 4594.603027
	Iteration 69Q: 3 clusters Score -1199928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1199928.000000 Penalty: 4594.603027
	Iteration 70Q: 3 clusters Score -1199928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1199928.125000 Penalty: 4594.603027
	Iteration 71Q: 3 clusters Score -1199928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1199928.125000 Penalty: 4594.603027
	Iteration 72F: 3 clusters Score -1199928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (69911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69911 members 
Entering Unmasked Estep 
Score: -8514190.000000 Penalty: 2766.434814
	Iteration 0F: 2 clusters Score -8514190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35280 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -8467329.000000 Penalty: 5532.869629
	Iteration 0F: 3 clusters Score -8467329 nChanged 32779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37815 members 
Mstep: Class 2 contains 32096 members 
Entering Unmasked Estep 
Score: -8485853.000000 Penalty: 5532.869629
	Iteration 1F: 3 clusters Score -8485853 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39418 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -8486792.000000 Penalty: 5532.869629
	Iteration 2Q: 3 clusters Score -8486792 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41851 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -8488071.000000 Penalty: 5532.869629
	Iteration 3Q: 3 clusters Score -8488071 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45359 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -8490212.000000 Penalty: 5532.869629
	Iteration 4F: 3 clusters Score -8490212 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50113 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -8493484.000000 Penalty: 5532.869629
	Iteration 5F: 3 clusters Score -8493484 nChanged 5824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55913 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -8498418.000000 Penalty: 5532.869629
	Iteration 6F: 3 clusters Score -8498418 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61628 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -8503911.000000 Penalty: 5532.869629
	Iteration 7F: 3 clusters Score -8503911 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65946 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -8508114.000000 Penalty: 5532.869629
	Iteration 8F: 3 clusters Score -8508114 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68180 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -8510307.000000 Penalty: 5532.869629
	Iteration 9Q: 3 clusters Score -8510307 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69089 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -8511129.000000 Penalty: 5532.869629
	Iteration 10Q: 3 clusters Score -8511129 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69392 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -8511411.000000 Penalty: 5532.869629
	Iteration 11Q: 3 clusters Score -8511411 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69497 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -8511553.000000 Penalty: 5532.869629
	Iteration 12Q: 3 clusters Score -8511553 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69539 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -8511626.000000 Penalty: 5532.869629
	Iteration 13Q: 3 clusters Score -8511626 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69570 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -8511655.000000 Penalty: 5532.869629
	Iteration 14Q: 3 clusters Score -8511655 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69579 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -8511681.000000 Penalty: 5532.869629
	Iteration 15Q: 3 clusters Score -8511681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69582 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -8511689.000000 Penalty: 5532.869629
	Iteration 16Q: 3 clusters Score -8511689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69587 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -8511702.000000 Penalty: 5532.869629
	Iteration 17Q: 3 clusters Score -8511702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69592 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -8511707.000000 Penalty: 5532.869629
	Iteration 18Q: 3 clusters Score -8511707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69598 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -8511720.000000 Penalty: 5532.869629
	Iteration 19Q: 3 clusters Score -8511720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69601 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -8511738.000000 Penalty: 5532.869629
	Iteration 20F: 3 clusters Score -8511738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69601 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -8511738.000000 Penalty: 5532.869629
	Iteration 21Q: 3 clusters Score -8511738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69603 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -8511747.000000 Penalty: 5532.869629
	Iteration 22Q: 3 clusters Score -8511747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69602 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -8511748.000000 Penalty: 5532.869629
	Iteration 23Q: 3 clusters Score -8511748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69603 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -8511751.000000 Penalty: 5532.869629
	Iteration 24Q: 3 clusters Score -8511751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69606 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -8511748.000000 Penalty: 5532.869629
	Iteration 25Q: 3 clusters Score -8511748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69608 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -8511752.000000 Penalty: 5532.869629
	Iteration 26Q: 3 clusters Score -8511752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69609 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -8511757.000000 Penalty: 5532.869629
	Iteration 27Q: 3 clusters Score -8511757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69609 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -8511757.000000 Penalty: 5532.869629
	Iteration 28F: 3 clusters Score -8511757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Entering Unmasked Estep 
Score: -700544.062500 Penalty: 2132.632812
	Iteration 0F: 2 clusters Score -700544.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -695751.062500 Penalty: 4265.265625
	Iteration 0F: 3 clusters Score -695751.1 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -696896.687500 Penalty: 4265.265625
	Iteration 1F: 3 clusters Score -696896.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -697062.750000 Penalty: 4265.265625
	Iteration 2F: 3 clusters Score -697062.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -697173.687500 Penalty: 4265.265625
	Iteration 3Q: 3 clusters Score -697173.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -697252.250000 Penalty: 4265.265625
	Iteration 4Q: 3 clusters Score -697252.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -697305.125000 Penalty: 4265.265625
	Iteration 5Q: 3 clusters Score -697305.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -697349.500000 Penalty: 4265.265625
	Iteration 6Q: 3 clusters Score -697349.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -697393.812500 Penalty: 4265.265625
	Iteration 7Q: 3 clusters Score -697393.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -697425.875000 Penalty: 4265.265625
	Iteration 8Q: 3 clusters Score -697425.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -697455.062500 Penalty: 4265.265625
	Iteration 9Q: 3 clusters Score -697455.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -697475.500000 Penalty: 4265.265625
	Iteration 10Q: 3 clusters Score -697475.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -697493.187500 Penalty: 4265.265625
	Iteration 11Q: 3 clusters Score -697493.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -697517.500000 Penalty: 4265.265625
	Iteration 12Q: 3 clusters Score -697517.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -697537.562500 Penalty: 4265.265625
	Iteration 13Q: 3 clusters Score -697537.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -697566.625000 Penalty: 4265.265625
	Iteration 14Q: 3 clusters Score -697566.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -697591.937500 Penalty: 4265.265625
	Iteration 15Q: 3 clusters Score -697591.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -697614.812500 Penalty: 4265.265625
	Iteration 16Q: 3 clusters Score -697614.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -697638.375000 Penalty: 4265.265625
	Iteration 17Q: 3 clusters Score -697638.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -697665.187500 Penalty: 4265.265625
	Iteration 18Q: 3 clusters Score -697665.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -697683.500000 Penalty: 4265.265625
	Iteration 19Q: 3 clusters Score -697683.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -697707.062500 Penalty: 4265.265625
	Iteration 20F: 3 clusters Score -697707.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -697731.250000 Penalty: 4265.265625
	Iteration 21Q: 3 clusters Score -697731.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -697753.750000 Penalty: 4265.265625
	Iteration 22Q: 3 clusters Score -697753.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -697779.187500 Penalty: 4265.265625
	Iteration 23Q: 3 clusters Score -697779.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -697811.375000 Penalty: 4265.265625
	Iteration 24Q: 3 clusters Score -697811.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -697839.875000 Penalty: 4265.265625
	Iteration 25Q: 3 clusters Score -697839.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -697878.812500 Penalty: 4265.265625
	Iteration 26Q: 3 clusters Score -697878.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -697926.000000 Penalty: 4265.265625
	Iteration 27Q: 3 clusters Score -697926 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -697973.500000 Penalty: 4265.265625
	Iteration 28Q: 3 clusters Score -697973.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -698015.062500 Penalty: 4265.265625
	Iteration 29Q: 3 clusters Score -698015.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -698073.750000 Penalty: 4265.265625
	Iteration 30Q: 3 clusters Score -698073.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -698133.312500 Penalty: 4265.265625
	Iteration 31Q: 3 clusters Score -698133.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -698185.687500 Penalty: 4265.265625
	Iteration 32Q: 3 clusters Score -698185.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -698233.750000 Penalty: 4265.265625
	Iteration 33Q: 3 clusters Score -698233.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -698269.500000 Penalty: 4265.265625
	Iteration 34Q: 3 clusters Score -698269.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -698303.062500 Penalty: 4265.265625
	Iteration 35Q: 3 clusters Score -698303.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -698346.750000 Penalty: 4265.265625
	Iteration 36Q: 3 clusters Score -698346.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -698384.937500 Penalty: 4265.265625
	Iteration 37Q: 3 clusters Score -698384.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -698419.812500 Penalty: 4265.265625
	Iteration 38Q: 3 clusters Score -698419.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -698447.500000 Penalty: 4265.265625
	Iteration 39Q: 3 clusters Score -698447.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -698479.062500 Penalty: 4265.265625
	Iteration 40F: 3 clusters Score -698479.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -698501.187500 Penalty: 4265.265625
	Iteration 41Q: 3 clusters Score -698501.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -698515.562500 Penalty: 4265.265625
	Iteration 42Q: 3 clusters Score -698515.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -698530.187500 Penalty: 4265.265625
	Iteration 43Q: 3 clusters Score -698530.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -698537.937500 Penalty: 4265.265625
	Iteration 44Q: 3 clusters Score -698537.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -698545.375000 Penalty: 4265.265625
	Iteration 45Q: 3 clusters Score -698545.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -698551.875000 Penalty: 4265.265625
	Iteration 46Q: 3 clusters Score -698551.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -698555.062500 Penalty: 4265.265625
	Iteration 47Q: 3 clusters Score -698555.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -698558.937500 Penalty: 4265.265625
	Iteration 48Q: 3 clusters Score -698558.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -698569.500000 Penalty: 4265.265625
	Iteration 49Q: 3 clusters Score -698569.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -698573.812500 Penalty: 4265.265625
	Iteration 50Q: 3 clusters Score -698573.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -698579.875000 Penalty: 4265.265625
	Iteration 51Q: 3 clusters Score -698579.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -698586.000000 Penalty: 4265.265625
	Iteration 52Q: 3 clusters Score -698586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -698592.500000 Penalty: 4265.265625
	Iteration 53Q: 3 clusters Score -698592.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -698595.562500 Penalty: 4265.265625
	Iteration 54Q: 3 clusters Score -698595.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -698598.687500 Penalty: 4265.265625
	Iteration 55Q: 3 clusters Score -698598.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -698600.187500 Penalty: 4265.265625
	Iteration 56Q: 3 clusters Score -698600.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -698604.937500 Penalty: 4265.265625
	Iteration 57Q: 3 clusters Score -698604.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -698606.062500 Penalty: 4265.265625
	Iteration 58Q: 3 clusters Score -698606.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -698611.000000 Penalty: 4265.265625
	Iteration 59Q: 3 clusters Score -698611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -698613.875000 Penalty: 4265.265625
	Iteration 60F: 3 clusters Score -698613.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -698616.750000 Penalty: 4265.265625
	Iteration 61Q: 3 clusters Score -698616.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -698620.750000 Penalty: 4265.265625
	Iteration 62Q: 3 clusters Score -698620.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -698623.875000 Penalty: 4265.265625
	Iteration 63Q: 3 clusters Score -698623.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -698623.937500 Penalty: 4265.265625
	Iteration 64Q: 3 clusters Score -698623.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -698625.687500 Penalty: 4265.265625
	Iteration 65Q: 3 clusters Score -698625.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -698626.250000 Penalty: 4265.265625
	Iteration 66Q: 3 clusters Score -698626.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -698627.750000 Penalty: 4265.265625
	Iteration 67Q: 3 clusters Score -698627.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -698627.625000 Penalty: 4265.265625
	Iteration 68Q: 3 clusters Score -698627.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -698631.125000 Penalty: 4265.265625
	Iteration 69Q: 3 clusters Score -698631.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -698636.000000 Penalty: 4265.265625
	Iteration 70Q: 3 clusters Score -698636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -698642.875000 Penalty: 4265.265625
	Iteration 71Q: 3 clusters Score -698642.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -698644.500000 Penalty: 4265.265625
	Iteration 72Q: 3 clusters Score -698644.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -698647.812500 Penalty: 4265.265625
	Iteration 73Q: 3 clusters Score -698647.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -698649.750000 Penalty: 4265.265625
	Iteration 74Q: 3 clusters Score -698649.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -698654.312500 Penalty: 4265.265625
	Iteration 75Q: 3 clusters Score -698654.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -698655.750000 Penalty: 4265.265625
	Iteration 76Q: 3 clusters Score -698655.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -698655.750000 Penalty: 4265.265625
	Iteration 77F: 3 clusters Score -698655.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Entering Unmasked Estep 
Score: -1495595.875000 Penalty: 2337.271973
	Iteration 0F: 2 clusters Score -1495596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1486317.375000 Penalty: 4674.543945
	Iteration 0F: 3 clusters Score -1486317 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1489233.625000 Penalty: 4674.543945
	Iteration 1F: 3 clusters Score -1489234 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1489643.125000 Penalty: 4674.543945
	Iteration 2F: 3 clusters Score -1489643 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1490020.875000 Penalty: 4674.543945
	Iteration 3F: 3 clusters Score -1490021 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1490476.375000 Penalty: 4674.543945
	Iteration 4F: 3 clusters Score -1490476 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1491049.000000 Penalty: 4674.543945
	Iteration 5F: 3 clusters Score -1491049 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1491765.625000 Penalty: 4674.543945
	Iteration 6F: 3 clusters Score -1491766 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1492399.125000 Penalty: 4674.543945
	Iteration 7F: 3 clusters Score -1492399 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1492916.250000 Penalty: 4674.543945
	Iteration 8F: 3 clusters Score -1492916 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1493270.500000 Penalty: 4674.543945
	Iteration 9Q: 3 clusters Score -1493270 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1493505.000000 Penalty: 4674.543945
	Iteration 10Q: 3 clusters Score -1493505 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1493653.500000 Penalty: 4674.543945
	Iteration 11Q: 3 clusters Score -1493654 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1493742.500000 Penalty: 4674.543945
	Iteration 12Q: 3 clusters Score -1493742 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1493814.375000 Penalty: 4674.543945
	Iteration 13Q: 3 clusters Score -1493814 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1493850.125000 Penalty: 4674.543945
	Iteration 14Q: 3 clusters Score -1493850 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1493880.250000 Penalty: 4674.543945
	Iteration 15Q: 3 clusters Score -1493880 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1493902.000000 Penalty: 4674.543945
	Iteration 16Q: 3 clusters Score -1493902 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1493916.750000 Penalty: 4674.543945
	Iteration 17Q: 3 clusters Score -1493917 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1493926.875000 Penalty: 4674.543945
	Iteration 18Q: 3 clusters Score -1493927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1493931.500000 Penalty: 4674.543945
	Iteration 19Q: 3 clusters Score -1493932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1493936.500000 Penalty: 4674.543945
	Iteration 20F: 3 clusters Score -1493936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1493933.625000 Penalty: 4674.543945
	Iteration 21Q: 3 clusters Score -1493934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1493940.750000 Penalty: 4674.543945
	Iteration 22Q: 3 clusters Score -1493941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1493941.250000 Penalty: 4674.543945
	Iteration 23Q: 3 clusters Score -1493941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1493945.375000 Penalty: 4674.543945
	Iteration 24Q: 3 clusters Score -1493945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1493950.750000 Penalty: 4674.543945
	Iteration 25Q: 3 clusters Score -1493951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1493949.750000 Penalty: 4674.543945
	Iteration 26Q: 3 clusters Score -1493950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1493950.250000 Penalty: 4674.543945
	Iteration 27Q: 3 clusters Score -1493950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1493949.500000 Penalty: 4674.543945
	Iteration 28Q: 3 clusters Score -1493950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1493951.750000 Penalty: 4674.543945
	Iteration 29Q: 3 clusters Score -1493952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1493952.625000 Penalty: 4674.543945
	Iteration 30Q: 3 clusters Score -1493953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1493954.125000 Penalty: 4674.543945
	Iteration 31Q: 3 clusters Score -1493954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1493953.750000 Penalty: 4674.543945
	Iteration 32Q: 3 clusters Score -1493954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1493954.875000 Penalty: 4674.543945
	Iteration 33Q: 3 clusters Score -1493955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1493955.500000 Penalty: 4674.543945
	Iteration 34Q: 3 clusters Score -1493956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1493955.500000 Penalty: 4674.543945
	Iteration 35F: 3 clusters Score -1493956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Entering Unmasked Estep 
Score: -340123.687500 Penalty: 1981.746948
	Iteration 0F: 2 clusters Score -340123.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -336911.125000 Penalty: 3963.493896
	Iteration 0F: 3 clusters Score -336911.1 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -337535.875000 Penalty: 3963.493896
	Iteration 1F: 3 clusters Score -337535.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -337707.937500 Penalty: 3963.493896
	Iteration 2F: 3 clusters Score -337707.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -337816.562500 Penalty: 3963.493896
	Iteration 3Q: 3 clusters Score -337816.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -337908.781250 Penalty: 3963.493896
	Iteration 4Q: 3 clusters Score -337908.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -337987.468750 Penalty: 3963.493896
	Iteration 5Q: 3 clusters Score -337987.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -338045.406250 Penalty: 3963.493896
	Iteration 6Q: 3 clusters Score -338045.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -338110.312500 Penalty: 3963.493896
	Iteration 7Q: 3 clusters Score -338110.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -338152.500000 Penalty: 3963.493896
	Iteration 8Q: 3 clusters Score -338152.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -338179.812500 Penalty: 3963.493896
	Iteration 9Q: 3 clusters Score -338179.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -338202.468750 Penalty: 3963.493896
	Iteration 10Q: 3 clusters Score -338202.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -338224.875000 Penalty: 3963.493896
	Iteration 11Q: 3 clusters Score -338224.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -338240.718750 Penalty: 3963.493896
	Iteration 12Q: 3 clusters Score -338240.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -338250.906250 Penalty: 3963.493896
	Iteration 13Q: 3 clusters Score -338250.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -338255.562500 Penalty: 3963.493896
	Iteration 14Q: 3 clusters Score -338255.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -338261.156250 Penalty: 3963.493896
	Iteration 15Q: 3 clusters Score -338261.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -338267.562500 Penalty: 3963.493896
	Iteration 16Q: 3 clusters Score -338267.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -338273.687500 Penalty: 3963.493896
	Iteration 17Q: 3 clusters Score -338273.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -338276.312500 Penalty: 3963.493896
	Iteration 18Q: 3 clusters Score -338276.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -338278.468750 Penalty: 3963.493896
	Iteration 19Q: 3 clusters Score -338278.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -338282.375000 Penalty: 3963.493896
	Iteration 20F: 3 clusters Score -338282.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -338288.312500 Penalty: 3963.493896
	Iteration 21Q: 3 clusters Score -338288.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -338290.718750 Penalty: 3963.493896
	Iteration 22Q: 3 clusters Score -338290.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -338293.781250 Penalty: 3963.493896
	Iteration 23Q: 3 clusters Score -338293.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -338295.687500 Penalty: 3963.493896
	Iteration 24Q: 3 clusters Score -338295.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -338297.437500 Penalty: 3963.493896
	Iteration 25Q: 3 clusters Score -338297.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -338298.781250 Penalty: 3963.493896
	Iteration 26Q: 3 clusters Score -338298.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -338302.625000 Penalty: 3963.493896
	Iteration 27Q: 3 clusters Score -338302.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -338304.468750 Penalty: 3963.493896
	Iteration 28Q: 3 clusters Score -338304.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -338307.187500 Penalty: 3963.493896
	Iteration 29Q: 3 clusters Score -338307.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -338312.968750 Penalty: 3963.493896
	Iteration 30Q: 3 clusters Score -338313 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -338324.687500 Penalty: 3963.493896
	Iteration 31Q: 3 clusters Score -338324.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -338333.468750 Penalty: 3963.493896
	Iteration 32Q: 3 clusters Score -338333.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -338341.687500 Penalty: 3963.493896
	Iteration 33Q: 3 clusters Score -338341.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -338348.843750 Penalty: 3963.493896
	Iteration 34Q: 3 clusters Score -338348.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -338353.375000 Penalty: 3963.493896
	Iteration 35Q: 3 clusters Score -338353.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -338357.656250 Penalty: 3963.493896
	Iteration 36Q: 3 clusters Score -338357.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -338363.718750 Penalty: 3963.493896
	Iteration 37Q: 3 clusters Score -338363.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -338372.656250 Penalty: 3963.493896
	Iteration 38Q: 3 clusters Score -338372.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -338380.812500 Penalty: 3963.493896
	Iteration 39Q: 3 clusters Score -338380.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -338390.312500 Penalty: 3963.493896
	Iteration 40F: 3 clusters Score -338390.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -338400.125000 Penalty: 3963.493896
	Iteration 41Q: 3 clusters Score -338400.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -338408.218750 Penalty: 3963.493896
	Iteration 42Q: 3 clusters Score -338408.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -338414.843750 Penalty: 3963.493896
	Iteration 43Q: 3 clusters Score -338414.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -338419.062500 Penalty: 3963.493896
	Iteration 44Q: 3 clusters Score -338419.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -338425.718750 Penalty: 3963.493896
	Iteration 45Q: 3 clusters Score -338425.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -338431.156250 Penalty: 3963.493896
	Iteration 46Q: 3 clusters Score -338431.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -338435.406250 Penalty: 3963.493896
	Iteration 47Q: 3 clusters Score -338435.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -338441.156250 Penalty: 3963.493896
	Iteration 48Q: 3 clusters Score -338441.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -338446.906250 Penalty: 3963.493896
	Iteration 49Q: 3 clusters Score -338446.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -338450.812500 Penalty: 3963.493896
	Iteration 50Q: 3 clusters Score -338450.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -338454.250000 Penalty: 3963.493896
	Iteration 51Q: 3 clusters Score -338454.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -338456.750000 Penalty: 3963.493896
	Iteration 52Q: 3 clusters Score -338456.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -338457.000000 Penalty: 3963.493896
	Iteration 53Q: 3 clusters Score -338457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -338458.218750 Penalty: 3963.493896
	Iteration 54Q: 3 clusters Score -338458.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -338458.218750 Penalty: 3963.493896
	Iteration 55F: 3 clusters Score -338458.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (276857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276857 members 
Entering Unmasked Estep 
Score: -34063008.000000 Penalty: 3107.751709
	Iteration 0F: 2 clusters Score -3.406301e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138375 members 
Mstep: Class 2 contains 138482 members 
Entering Unmasked Estep 
Score: -33895784.000000 Penalty: 6215.503418
	Iteration 0F: 3 clusters Score -3.389578e+07 nChanged 133811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138182 members 
Mstep: Class 2 contains 138675 members 
Entering Unmasked Estep 
Score: -33974792.000000 Penalty: 6215.503418
	Iteration 1F: 3 clusters Score -3.397479e+07 nChanged 6373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138377 members 
Mstep: Class 2 contains 138480 members 
Entering Unmasked Estep 
Score: -33975968.000000 Penalty: 6215.503418
	Iteration 2Q: 3 clusters Score -3.397597e+07 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138647 members 
Mstep: Class 2 contains 138210 members 
Entering Unmasked Estep 
Score: -33977160.000000 Penalty: 6215.503418
	Iteration 3Q: 3 clusters Score -3.397716e+07 nChanged 6826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139215 members 
Mstep: Class 2 contains 137642 members 
Entering Unmasked Estep 
Score: -33978388.000000 Penalty: 6215.503418
	Iteration 4Q: 3 clusters Score -3.397839e+07 nChanged 7391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140274 members 
Mstep: Class 2 contains 136583 members 
Entering Unmasked Estep 
Score: -33980000.000000 Penalty: 6215.503418
	Iteration 5Q: 3 clusters Score -3.398e+07 nChanged 8093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142145 members 
Mstep: Class 2 contains 134712 members 
Entering Unmasked Estep 
Score: -33982028.000000 Penalty: 6215.503418
	Iteration 6Q: 3 clusters Score -3.398203e+07 nChanged 9522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145147 members 
Mstep: Class 2 contains 131710 members 
Entering Unmasked Estep 
Score: -33984628.000000 Penalty: 6215.503418
	Iteration 7Q: 3 clusters Score -3.398463e+07 nChanged 11061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149430 members 
Mstep: Class 2 contains 127427 members 
Entering Unmasked Estep 
Score: -33988424.000000 Penalty: 6215.503418
	Iteration 8Q: 3 clusters Score -3.398842e+07 nChanged 12326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155312 members 
Mstep: Class 2 contains 121545 members 
Entering Unmasked Estep 
Score: -33992880.000000 Penalty: 6215.503418
	Iteration 9Q: 3 clusters Score -3.399288e+07 nChanged 13632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162972 members 
Mstep: Class 2 contains 113885 members 
Entering Unmasked Estep 
Score: -33998116.000000 Penalty: 6215.503418
	Iteration 10Q: 3 clusters Score -3.399812e+07 nChanged 14201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172325 members 
Mstep: Class 2 contains 104532 members 
Entering Unmasked Estep 
Score: -34004148.000000 Penalty: 6215.503418
	Iteration 11F: 3 clusters Score -3.400415e+07 nChanged 14637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183584 members 
Mstep: Class 2 contains 93273 members 
Entering Unmasked Estep 
Score: -34010132.000000 Penalty: 6215.503418
	Iteration 12F: 3 clusters Score -3.401013e+07 nChanged 15221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196953 members 
Mstep: Class 2 contains 79904 members 
Entering Unmasked Estep 
Score: -34015824.000000 Penalty: 6215.503418
	Iteration 13F: 3 clusters Score -3.401582e+07 nChanged 15477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211750 members 
Mstep: Class 2 contains 65107 members 
Entering Unmasked Estep 
Score: -34022372.000000 Penalty: 6215.503418
	Iteration 14F: 3 clusters Score -3.402237e+07 nChanged 15869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227495 members 
Mstep: Class 2 contains 49362 members 
Entering Unmasked Estep 
Score: -34029884.000000 Penalty: 6215.503418
	Iteration 15F: 3 clusters Score -3.402988e+07 nChanged 15086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242565 members 
Mstep: Class 2 contains 34292 members 
Entering Unmasked Estep 
Score: -34037784.000000 Penalty: 6215.503418
	Iteration 16F: 3 clusters Score -3.403778e+07 nChanged 12876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255441 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -34045408.000000 Penalty: 6215.503418
	Iteration 17Q: 3 clusters Score -3.404541e+07 nChanged 9634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265075 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -34051824.000000 Penalty: 6215.503418
	Iteration 18Q: 3 clusters Score -3.405182e+07 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271021 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -34056116.000000 Penalty: 6215.503418
	Iteration 19Q: 3 clusters Score -3.405612e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274126 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -34058480.000000 Penalty: 6215.503418
	Iteration 20F: 3 clusters Score -3.405848e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275482 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -34059488.000000 Penalty: 6215.503418
	Iteration 21Q: 3 clusters Score -3.405949e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275988 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -34059748.000000 Penalty: 6215.503418
	Iteration 22Q: 3 clusters Score -3.405975e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276192 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -34060008.000000 Penalty: 6215.503418
	Iteration 23Q: 3 clusters Score -3.406001e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276283 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -34060104.000000 Penalty: 6215.503418
	Iteration 24Q: 3 clusters Score -3.40601e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276317 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -34060204.000000 Penalty: 6215.503418
	Iteration 25Q: 3 clusters Score -3.40602e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276338 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -34060224.000000 Penalty: 6215.503418
	Iteration 26Q: 3 clusters Score -3.406022e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276353 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -34060256.000000 Penalty: 6215.503418
	Iteration 27Q: 3 clusters Score -3.406026e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276364 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -34060260.000000 Penalty: 6215.503418
	Iteration 28Q: 3 clusters Score -3.406026e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276379 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -34060264.000000 Penalty: 6215.503418
	Iteration 29Q: 3 clusters Score -3.406026e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276379 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -34060272.000000 Penalty: 6215.503418
	Iteration 30Q: 3 clusters Score -3.406027e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276385 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -34060280.000000 Penalty: 6215.503418
	Iteration 31Q: 3 clusters Score -3.406028e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276392 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -34060292.000000 Penalty: 6215.503418
	Iteration 32Q: 3 clusters Score -3.406029e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276395 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -34060288.000000 Penalty: 6215.503418
	Iteration 33Q: 3 clusters Score -3.406029e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276402 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -34060312.000000 Penalty: 6215.503418
	Iteration 34Q: 3 clusters Score -3.406031e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276405 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -34060308.000000 Penalty: 6215.503418
	Iteration 35Q: 3 clusters Score -3.406031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276409 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -34060304.000000 Penalty: 6215.503418
	Iteration 36Q: 3 clusters Score -3.40603e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276413 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -34060328.000000 Penalty: 6215.503418
	Iteration 37Q: 3 clusters Score -3.406033e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276412 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -34060328.000000 Penalty: 6215.503418
	Iteration 38Q: 3 clusters Score -3.406033e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276412 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -34060328.000000 Penalty: 6215.503418
	Iteration 39Q: 3 clusters Score -3.406033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276411 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -34060324.000000 Penalty: 6215.503418
	Iteration 40F: 3 clusters Score -3.406032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276412 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -34060332.000000 Penalty: 6215.503418
	Iteration 41Q: 3 clusters Score -3.406033e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276413 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -34060336.000000 Penalty: 6215.503418
	Iteration 42Q: 3 clusters Score -3.406034e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276413 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -34060336.000000 Penalty: 6215.503418
	Iteration 43F: 3 clusters Score -3.406034e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (41068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41068 members 
Entering Unmasked Estep 
Score: -4972532.000000 Penalty: 2634.500244
	Iteration 0F: 2 clusters Score -4972532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -4944542.500000 Penalty: 5269.000488
	Iteration 0F: 3 clusters Score -4944542 nChanged 18908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -4955082.500000 Penalty: 5269.000488
	Iteration 1F: 3 clusters Score -4955082 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -4955768.500000 Penalty: 5269.000488
	Iteration 2Q: 3 clusters Score -4955768 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -4956501.000000 Penalty: 5269.000488
	Iteration 3Q: 3 clusters Score -4956501 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -4957598.500000 Penalty: 5269.000488
	Iteration 4F: 3 clusters Score -4957598 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -4959116.500000 Penalty: 5269.000488
	Iteration 5F: 3 clusters Score -4959116 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 30525 members 
Entering Unmasked Estep 
Score: -4961371.000000 Penalty: 5269.000488
	Iteration 6F: 3 clusters Score -4961371 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 33526 members 
Entering Unmasked Estep 
Score: -4964081.000000 Penalty: 5269.000488
	Iteration 7F: 3 clusters Score -4964081 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 36314 members 
Entering Unmasked Estep 
Score: -4966864.500000 Penalty: 5269.000488
	Iteration 8F: 3 clusters Score -4966864 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 38215 members 
Entering Unmasked Estep 
Score: -4968808.500000 Penalty: 5269.000488
	Iteration 9Q: 3 clusters Score -4968808 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 39231 members 
Entering Unmasked Estep 
Score: -4969938.500000 Penalty: 5269.000488
	Iteration 10Q: 3 clusters Score -4969938 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 39675 members 
Entering Unmasked Estep 
Score: -4970500.000000 Penalty: 5269.000488
	Iteration 11Q: 3 clusters Score -4970500 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
Score: -4970815.500000 Penalty: 5269.000488
	Iteration 12Q: 3 clusters Score -4970816 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 39898 members 
Entering Unmasked Estep 
Score: -4970985.000000 Penalty: 5269.000488
	Iteration 13Q: 3 clusters Score -4970985 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
Score: -4971130.000000 Penalty: 5269.000488
	Iteration 14Q: 3 clusters Score -4971130 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 39879 members 
Entering Unmasked Estep 
Score: -4971264.000000 Penalty: 5269.000488
	Iteration 15Q: 3 clusters Score -4971264 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 39843 members 
Entering Unmasked Estep 
Score: -4971435.500000 Penalty: 5269.000488
	Iteration 16Q: 3 clusters Score -4971436 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 39789 members 
Entering Unmasked Estep 
Score: -4971555.000000 Penalty: 5269.000488
	Iteration 17Q: 3 clusters Score -4971555 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 39733 members 
Entering Unmasked Estep 
Score: -4971669.500000 Penalty: 5269.000488
	Iteration 18Q: 3 clusters Score -4971670 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 39671 members 
Entering Unmasked Estep 
Score: -4971795.500000 Penalty: 5269.000488
	Iteration 19Q: 3 clusters Score -4971796 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -4971928.000000 Penalty: 5269.000488
	Iteration 20F: 3 clusters Score -4971928 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 39505 members 
Entering Unmasked Estep 
Score: -4972001.000000 Penalty: 5269.000488
	Iteration 21Q: 3 clusters Score -4972001 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -4972045.500000 Penalty: 5269.000488
	Iteration 22Q: 3 clusters Score -4972046 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 39360 members 
Entering Unmasked Estep 
Score: -4972096.500000 Penalty: 5269.000488
	Iteration 23Q: 3 clusters Score -4972096 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 39289 members 
Entering Unmasked Estep 
Score: -4972149.000000 Penalty: 5269.000488
	Iteration 24Q: 3 clusters Score -4972149 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 39223 members 
Entering Unmasked Estep 
Score: -4972165.500000 Penalty: 5269.000488
	Iteration 25Q: 3 clusters Score -4972166 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 39174 members 
Entering Unmasked Estep 
Score: -4972188.000000 Penalty: 5269.000488
	Iteration 26Q: 3 clusters Score -4972188 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 39141 members 
Entering Unmasked Estep 
Score: -4972187.000000 Penalty: 5269.000488
	Iteration 27Q: 3 clusters Score -4972187 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 39107 members 
Entering Unmasked Estep 
Score: -4972199.000000 Penalty: 5269.000488
	Iteration 28Q: 3 clusters Score -4972199 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 39086 members 
Entering Unmasked Estep 
Score: -4972207.500000 Penalty: 5269.000488
	Iteration 29Q: 3 clusters Score -4972208 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 39067 members 
Entering Unmasked Estep 
Score: -4972206.500000 Penalty: 5269.000488
	Iteration 30Q: 3 clusters Score -4972206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 39052 members 
Entering Unmasked Estep 
Score: -4972206.500000 Penalty: 5269.000488
	Iteration 31Q: 3 clusters Score -4972206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 39046 members 
Entering Unmasked Estep 
Score: -4972204.500000 Penalty: 5269.000488
	Iteration 32Q: 3 clusters Score -4972204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 39038 members 
Entering Unmasked Estep 
Score: -4972201.500000 Penalty: 5269.000488
	Iteration 33Q: 3 clusters Score -4972202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 39034 members 
Entering Unmasked Estep 
Score: -4972207.000000 Penalty: 5269.000488
	Iteration 34Q: 3 clusters Score -4972207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 39032 members 
Entering Unmasked Estep 
Score: -4972205.000000 Penalty: 5269.000488
	Iteration 35Q: 3 clusters Score -4972205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 39030 members 
Entering Unmasked Estep 
Score: -4972208.500000 Penalty: 5269.000488
	Iteration 36Q: 3 clusters Score -4972208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 39027 members 
Entering Unmasked Estep 
Score: -4972206.500000 Penalty: 5269.000488
	Iteration 37Q: 3 clusters Score -4972206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 39022 members 
Entering Unmasked Estep 
Score: -4972209.500000 Penalty: 5269.000488
	Iteration 38Q: 3 clusters Score -4972210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 39019 members 
Entering Unmasked Estep 
Score: -4972209.000000 Penalty: 5269.000488
	Iteration 39Q: 3 clusters Score -4972209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 39016 members 
Entering Unmasked Estep 
Score: -4972208.500000 Penalty: 5269.000488
	Iteration 40F: 3 clusters Score -4972208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 39013 members 
Entering Unmasked Estep 
Score: -4972205.500000 Penalty: 5269.000488
	Iteration 41Q: 3 clusters Score -4972206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 39007 members 
Entering Unmasked Estep 
Score: -4972208.000000 Penalty: 5269.000488
	Iteration 42Q: 3 clusters Score -4972208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 39001 members 
Entering Unmasked Estep 
Score: -4972208.000000 Penalty: 5269.000488
	Iteration 43Q: 3 clusters Score -4972208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 38999 members 
Entering Unmasked Estep 
Score: -4972209.000000 Penalty: 5269.000488
	Iteration 44Q: 3 clusters Score -4972209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 38996 members 
Entering Unmasked Estep 
Score: -4972209.000000 Penalty: 5269.000488
	Iteration 45Q: 3 clusters Score -4972209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 38992 members 
Entering Unmasked Estep 
Score: -4972204.500000 Penalty: 5269.000488
	Iteration 46Q: 3 clusters Score -4972204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 38989 members 
Entering Unmasked Estep 
Score: -4972203.000000 Penalty: 5269.000488
	Iteration 47Q: 3 clusters Score -4972203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 38989 members 
Entering Unmasked Estep 
Score: -4972203.000000 Penalty: 5269.000488
	Iteration 48F: 3 clusters Score -4972203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Entering Unmasked Estep 
Score: -116020.054688 Penalty: 1728.274902
	Iteration 0F: 2 clusters Score -116020.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -114092.156250 Penalty: 3456.549805
	Iteration 0F: 3 clusters Score -114092.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -114465.757812 Penalty: 3456.549805
	Iteration 1F: 3 clusters Score -114465.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -114641.851562 Penalty: 3456.549805
	Iteration 2F: 3 clusters Score -114641.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -114851.828125 Penalty: 3456.549805
	Iteration 3F: 3 clusters Score -114851.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -115004.531250 Penalty: 3456.549805
	Iteration 4F: 3 clusters Score -115004.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -115092.289062 Penalty: 3456.549805
	Iteration 5Q: 3 clusters Score -115092.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -115160.742188 Penalty: 3456.549805
	Iteration 6Q: 3 clusters Score -115160.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -115220.773438 Penalty: 3456.549805
	Iteration 7Q: 3 clusters Score -115220.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -115283.125000 Penalty: 3456.549805
	Iteration 8Q: 3 clusters Score -115283.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -115320.304688 Penalty: 3456.549805
	Iteration 9Q: 3 clusters Score -115320.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -115367.796875 Penalty: 3456.549805
	Iteration 10Q: 3 clusters Score -115367.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -115400.273438 Penalty: 3456.549805
	Iteration 11Q: 3 clusters Score -115400.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -115433.851562 Penalty: 3456.549805
	Iteration 12Q: 3 clusters Score -115433.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -115466.359375 Penalty: 3456.549805
	Iteration 13Q: 3 clusters Score -115466.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -115486.507812 Penalty: 3456.549805
	Iteration 14Q: 3 clusters Score -115486.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -115496.960938 Penalty: 3456.549805
	Iteration 15Q: 3 clusters Score -115497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -115508.898438 Penalty: 3456.549805
	Iteration 16Q: 3 clusters Score -115508.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -115513.406250 Penalty: 3456.549805
	Iteration 17Q: 3 clusters Score -115513.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -115519.015625 Penalty: 3456.549805
	Iteration 18Q: 3 clusters Score -115519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -115525.882812 Penalty: 3456.549805
	Iteration 19Q: 3 clusters Score -115525.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -115548.328125 Penalty: 3456.549805
	Iteration 20F: 3 clusters Score -115548.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -115574.039062 Penalty: 3456.549805
	Iteration 21Q: 3 clusters Score -115574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -115590.906250 Penalty: 3456.549805
	Iteration 22Q: 3 clusters Score -115590.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -115618.828125 Penalty: 3456.549805
	Iteration 23Q: 3 clusters Score -115618.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -115663.500000 Penalty: 3456.549805
	Iteration 24Q: 3 clusters Score -115663.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -115713.859375 Penalty: 3456.549805
	Iteration 25Q: 3 clusters Score -115713.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -115888.523438 Penalty: 3456.549805
	Iteration 26Q: 3 clusters Score -115888.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -116022.484375 Penalty: 3456.549805
	Iteration 27Q: 3 clusters Score -116022.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -116032.859375 Penalty: 3456.549805
	Iteration 28Q: 3 clusters Score -116032.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -116037.539062 Penalty: 3456.549805
	Iteration 29Q: 3 clusters Score -116037.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -116037.539062 Penalty: 3456.549805
	Iteration 30F: 3 clusters Score -116037.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58551 members 
Mstep: Class 2 contains 156439 members 
Mstep: Class 3 contains 7358 members 
Mstep: Class 4 contains 179864 members 
Mstep: Class 5 contains 11195 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31668 members 
Mstep: Class 8 contains 25936 members 
Mstep: Class 9 contains 187960 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38372 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 10502 members 
Mstep: Class 14 contains 8055 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10544 members 
Mstep: Class 17 contains 69911 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276857 members 
Mstep: Class 22 contains 41068 members 
Mstep: Class 23 contains 679 members 
Mstep: Class 24 contains 283135 members 
Mstep: Class 25 contains 16049 members 
Mstep: Class 26 contains 21604 members 
Mstep: Class 27 contains 16672 members 
Mstep: Class 28 contains 11329 members 
Mstep: Class 29 contains 6344 members 
Mstep: Class 30 contains 38255 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 221698 members 
Mstep: Class 35 contains 170675 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10938 members 
Mstep: Class 39 contains 384 members 
Entering Unmasked Estep 
Score: -235410656.000000 Penalty: 140280.062500
Splitting cluster 23 changes total score from -235412608.000000 to -235410656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (283135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283135 members 
Entering Unmasked Estep 
Score: -34505728.000000 Penalty: 3113.312500
	Iteration 0F: 2 clusters Score -3.450573e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141730 members 
Mstep: Class 2 contains 141405 members 
Entering Unmasked Estep 
Score: -34337368.000000 Penalty: 6226.625000
	Iteration 0F: 3 clusters Score -3.433737e+07 nChanged 137432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143518 members 
Mstep: Class 2 contains 139617 members 
Entering Unmasked Estep 
Score: -34419120.000000 Penalty: 6226.625000
	Iteration 1F: 3 clusters Score -3.441912e+07 nChanged 7129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144061 members 
Mstep: Class 2 contains 139074 members 
Entering Unmasked Estep 
Score: -34420472.000000 Penalty: 6226.625000
	Iteration 2Q: 3 clusters Score -3.442047e+07 nChanged 7811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144680 members 
Mstep: Class 2 contains 138455 members 
Entering Unmasked Estep 
Score: -34422512.000000 Penalty: 6226.625000
	Iteration 3Q: 3 clusters Score -3.442251e+07 nChanged 9016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145428 members 
Mstep: Class 2 contains 137707 members 
Entering Unmasked Estep 
Score: -34425152.000000 Penalty: 6226.625000
	Iteration 4Q: 3 clusters Score -3.442515e+07 nChanged 10725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146193 members 
Mstep: Class 2 contains 136942 members 
Entering Unmasked Estep 
Score: -34428752.000000 Penalty: 6226.625000
	Iteration 5Q: 3 clusters Score -3.442875e+07 nChanged 12512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147419 members 
Mstep: Class 2 contains 135716 members 
Entering Unmasked Estep 
Score: -34433728.000000 Penalty: 6226.625000
	Iteration 6Q: 3 clusters Score -3.443373e+07 nChanged 14266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149649 members 
Mstep: Class 2 contains 133486 members 
Entering Unmasked Estep 
Score: -34440240.000000 Penalty: 6226.625000
	Iteration 7F: 3 clusters Score -3.444024e+07 nChanged 14765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153526 members 
Mstep: Class 2 contains 129609 members 
Entering Unmasked Estep 
Score: -34447468.000000 Penalty: 6226.625000
	Iteration 8F: 3 clusters Score -3.444747e+07 nChanged 14557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159509 members 
Mstep: Class 2 contains 123626 members 
Entering Unmasked Estep 
Score: -34454500.000000 Penalty: 6226.625000
	Iteration 9F: 3 clusters Score -3.44545e+07 nChanged 13888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167551 members 
Mstep: Class 2 contains 115584 members 
Entering Unmasked Estep 
Score: -34461212.000000 Penalty: 6226.625000
	Iteration 10Q: 3 clusters Score -3.446121e+07 nChanged 13087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177722 members 
Mstep: Class 2 contains 105413 members 
Entering Unmasked Estep 
Score: -34467508.000000 Penalty: 6226.625000
	Iteration 11Q: 3 clusters Score -3.446751e+07 nChanged 12939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189507 members 
Mstep: Class 2 contains 93628 members 
Entering Unmasked Estep 
Score: -34473268.000000 Penalty: 6226.625000
	Iteration 12Q: 3 clusters Score -3.447327e+07 nChanged 13276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202315 members 
Mstep: Class 2 contains 80820 members 
Entering Unmasked Estep 
Score: -34478804.000000 Penalty: 6226.625000
	Iteration 13Q: 3 clusters Score -3.44788e+07 nChanged 13048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215229 members 
Mstep: Class 2 contains 67906 members 
Entering Unmasked Estep 
Score: -34483076.000000 Penalty: 6226.625000
	Iteration 14Q: 3 clusters Score -3.448308e+07 nChanged 12345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227546 members 
Mstep: Class 2 contains 55589 members 
Entering Unmasked Estep 
Score: -34487460.000000 Penalty: 6226.625000
	Iteration 15Q: 3 clusters Score -3.448746e+07 nChanged 11075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238609 members 
Mstep: Class 2 contains 44526 members 
Entering Unmasked Estep 
Score: -34491352.000000 Penalty: 6226.625000
	Iteration 16Q: 3 clusters Score -3.449135e+07 nChanged 9412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248015 members 
Mstep: Class 2 contains 35120 members 
Entering Unmasked Estep 
Score: -34494540.000000 Penalty: 6226.625000
	Iteration 17Q: 3 clusters Score -3.449454e+07 nChanged 7747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255758 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -34497020.000000 Penalty: 6226.625000
	Iteration 18Q: 3 clusters Score -3.449702e+07 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261798 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -34498980.000000 Penalty: 6226.625000
	Iteration 19Q: 3 clusters Score -3.449898e+07 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266323 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -34500448.000000 Penalty: 6226.625000
	Iteration 20F: 3 clusters Score -3.450045e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269658 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -34501364.000000 Penalty: 6226.625000
	Iteration 21Q: 3 clusters Score -3.450136e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272131 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -34502056.000000 Penalty: 6226.625000
	Iteration 22Q: 3 clusters Score -3.450206e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273968 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -34502524.000000 Penalty: 6226.625000
	Iteration 23Q: 3 clusters Score -3.450252e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275360 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -34502824.000000 Penalty: 6226.625000
	Iteration 24Q: 3 clusters Score -3.450282e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276334 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -34502952.000000 Penalty: 6226.625000
	Iteration 25Q: 3 clusters Score -3.450295e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277062 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -34503156.000000 Penalty: 6226.625000
	Iteration 26Q: 3 clusters Score -3.450316e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277630 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -34503272.000000 Penalty: 6226.625000
	Iteration 27Q: 3 clusters Score -3.450327e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278079 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -34503412.000000 Penalty: 6226.625000
	Iteration 28Q: 3 clusters Score -3.450341e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278406 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -34503504.000000 Penalty: 6226.625000
	Iteration 29Q: 3 clusters Score -3.45035e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278669 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -34503524.000000 Penalty: 6226.625000
	Iteration 30Q: 3 clusters Score -3.450352e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278881 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -34503576.000000 Penalty: 6226.625000
	Iteration 31Q: 3 clusters Score -3.450358e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279059 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -34503624.000000 Penalty: 6226.625000
	Iteration 32Q: 3 clusters Score -3.450362e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279210 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -34503624.000000 Penalty: 6226.625000
	Iteration 33Q: 3 clusters Score -3.450362e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279343 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -34503684.000000 Penalty: 6226.625000
	Iteration 34Q: 3 clusters Score -3.450368e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279453 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -34503680.000000 Penalty: 6226.625000
	Iteration 35Q: 3 clusters Score -3.450368e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279538 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -34503696.000000 Penalty: 6226.625000
	Iteration 36Q: 3 clusters Score -3.45037e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279621 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -34503676.000000 Penalty: 6226.625000
	Iteration 37Q: 3 clusters Score -3.450368e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279694 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -34503716.000000 Penalty: 6226.625000
	Iteration 38Q: 3 clusters Score -3.450372e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279740 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -34503724.000000 Penalty: 6226.625000
	Iteration 39Q: 3 clusters Score -3.450372e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279782 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -34503712.000000 Penalty: 6226.625000
	Iteration 40F: 3 clusters Score -3.450371e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279811 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -34503700.000000 Penalty: 6226.625000
	Iteration 41Q: 3 clusters Score -3.45037e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279846 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -34503712.000000 Penalty: 6226.625000
	Iteration 42Q: 3 clusters Score -3.450371e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279897 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -34503688.000000 Penalty: 6226.625000
	Iteration 43Q: 3 clusters Score -3.450369e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279935 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -34503664.000000 Penalty: 6226.625000
	Iteration 44Q: 3 clusters Score -3.450366e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279958 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -34503672.000000 Penalty: 6226.625000
	Iteration 45Q: 3 clusters Score -3.450367e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279980 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -34503660.000000 Penalty: 6226.625000
	Iteration 46Q: 3 clusters Score -3.450366e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280002 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -34503672.000000 Penalty: 6226.625000
	Iteration 47Q: 3 clusters Score -3.450367e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280020 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -34503664.000000 Penalty: 6226.625000
	Iteration 48Q: 3 clusters Score -3.450366e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280034 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -34503696.000000 Penalty: 6226.625000
	Iteration 49Q: 3 clusters Score -3.45037e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280041 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -34503688.000000 Penalty: 6226.625000
	Iteration 50Q: 3 clusters Score -3.450369e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280052 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -34503700.000000 Penalty: 6226.625000
	Iteration 51Q: 3 clusters Score -3.45037e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280063 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -34503692.000000 Penalty: 6226.625000
	Iteration 52Q: 3 clusters Score -3.450369e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280070 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -34503676.000000 Penalty: 6226.625000
	Iteration 53Q: 3 clusters Score -3.450368e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280078 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -34503704.000000 Penalty: 6226.625000
	Iteration 54Q: 3 clusters Score -3.45037e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280084 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -34503676.000000 Penalty: 6226.625000
	Iteration 55Q: 3 clusters Score -3.450368e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280090 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -34503672.000000 Penalty: 6226.625000
	Iteration 56Q: 3 clusters Score -3.450367e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280104 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -34503664.000000 Penalty: 6226.625000
	Iteration 57Q: 3 clusters Score -3.450366e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280113 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -34503668.000000 Penalty: 6226.625000
	Iteration 58Q: 3 clusters Score -3.450367e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280124 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -34503676.000000 Penalty: 6226.625000
	Iteration 59Q: 3 clusters Score -3.450368e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280128 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -34503688.000000 Penalty: 6226.625000
	Iteration 60F: 3 clusters Score -3.450369e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280132 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -34503692.000000 Penalty: 6226.625000
	Iteration 61Q: 3 clusters Score -3.450369e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280142 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -34503688.000000 Penalty: 6226.625000
	Iteration 62Q: 3 clusters Score -3.450369e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280155 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -34503664.000000 Penalty: 6226.625000
	Iteration 63Q: 3 clusters Score -3.450366e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280162 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -34503672.000000 Penalty: 6226.625000
	Iteration 64Q: 3 clusters Score -3.450367e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280168 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -34503680.000000 Penalty: 6226.625000
	Iteration 65Q: 3 clusters Score -3.450368e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280174 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -34503688.000000 Penalty: 6226.625000
	Iteration 66Q: 3 clusters Score -3.450369e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280179 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -34503684.000000 Penalty: 6226.625000
	Iteration 67Q: 3 clusters Score -3.450368e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280184 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -34503668.000000 Penalty: 6226.625000
	Iteration 68Q: 3 clusters Score -3.450367e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280188 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -34503660.000000 Penalty: 6226.625000
	Iteration 69Q: 3 clusters Score -3.450366e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280195 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -34503688.000000 Penalty: 6226.625000
	Iteration 70Q: 3 clusters Score -3.450369e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280200 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -34503688.000000 Penalty: 6226.625000
	Iteration 71Q: 3 clusters Score -3.450369e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280204 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -34503696.000000 Penalty: 6226.625000
	Iteration 72Q: 3 clusters Score -3.45037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280206 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -34503704.000000 Penalty: 6226.625000
	Iteration 73Q: 3 clusters Score -3.45037e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280205 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -34503700.000000 Penalty: 6226.625000
	Iteration 74Q: 3 clusters Score -3.45037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280203 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -34503696.000000 Penalty: 6226.625000
	Iteration 75Q: 3 clusters Score -3.45037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280203 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -34503704.000000 Penalty: 6226.625000
	Iteration 76Q: 3 clusters Score -3.45037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280205 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -34503692.000000 Penalty: 6226.625000
	Iteration 77Q: 3 clusters Score -3.450369e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280205 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -34503692.000000 Penalty: 6226.625000
	Iteration 78F: 3 clusters Score -3.450369e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (16049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Entering Unmasked Estep 
Score: -1928327.875000 Penalty: 2401.483643
	Iteration 0F: 2 clusters Score -1928328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1916789.375000 Penalty: 4802.967285
	Iteration 0F: 3 clusters Score -1916789 nChanged 6939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1920472.000000 Penalty: 4802.967285
	Iteration 1F: 3 clusters Score -1920472 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1920879.125000 Penalty: 4802.967285
	Iteration 2F: 3 clusters Score -1920879 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1921248.625000 Penalty: 4802.967285
	Iteration 3F: 3 clusters Score -1921249 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1921615.750000 Penalty: 4802.967285
	Iteration 4Q: 3 clusters Score -1921616 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1921989.375000 Penalty: 4802.967285
	Iteration 5Q: 3 clusters Score -1921989 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1922354.875000 Penalty: 4802.967285
	Iteration 6Q: 3 clusters Score -1922355 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1922733.875000 Penalty: 4802.967285
	Iteration 7Q: 3 clusters Score -1922734 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1923164.625000 Penalty: 4802.967285
	Iteration 8Q: 3 clusters Score -1923165 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1923647.625000 Penalty: 4802.967285
	Iteration 9Q: 3 clusters Score -1923648 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1924210.750000 Penalty: 4802.967285
	Iteration 10Q: 3 clusters Score -1924211 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1924830.000000 Penalty: 4802.967285
	Iteration 11Q: 3 clusters Score -1924830 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1925455.750000 Penalty: 4802.967285
	Iteration 12F: 3 clusters Score -1925456 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1926000.125000 Penalty: 4802.967285
	Iteration 13Q: 3 clusters Score -1926000 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1926359.375000 Penalty: 4802.967285
	Iteration 14Q: 3 clusters Score -1926359 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1926570.375000 Penalty: 4802.967285
	Iteration 15Q: 3 clusters Score -1926570 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1926725.125000 Penalty: 4802.967285
	Iteration 16Q: 3 clusters Score -1926725 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1926814.750000 Penalty: 4802.967285
	Iteration 17Q: 3 clusters Score -1926815 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1926886.750000 Penalty: 4802.967285
	Iteration 18Q: 3 clusters Score -1926887 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1926924.125000 Penalty: 4802.967285
	Iteration 19Q: 3 clusters Score -1926924 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1926958.375000 Penalty: 4802.967285
	Iteration 20F: 3 clusters Score -1926958 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1926994.750000 Penalty: 4802.967285
	Iteration 21Q: 3 clusters Score -1926995 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1927007.750000 Penalty: 4802.967285
	Iteration 22Q: 3 clusters Score -1927008 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1927018.250000 Penalty: 4802.967285
	Iteration 23Q: 3 clusters Score -1927018 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1927028.625000 Penalty: 4802.967285
	Iteration 24Q: 3 clusters Score -1927029 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1927035.875000 Penalty: 4802.967285
	Iteration 25Q: 3 clusters Score -1927036 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1927040.500000 Penalty: 4802.967285
	Iteration 26Q: 3 clusters Score -1927040 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1927039.250000 Penalty: 4802.967285
	Iteration 27Q: 3 clusters Score -1927039 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1927045.375000 Penalty: 4802.967285
	Iteration 28Q: 3 clusters Score -1927045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1927045.750000 Penalty: 4802.967285
	Iteration 29Q: 3 clusters Score -1927046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1927044.375000 Penalty: 4802.967285
	Iteration 30Q: 3 clusters Score -1927044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1927044.750000 Penalty: 4802.967285
	Iteration 31Q: 3 clusters Score -1927045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1927047.000000 Penalty: 4802.967285
	Iteration 32Q: 3 clusters Score -1927047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1927043.125000 Penalty: 4802.967285
	Iteration 33Q: 3 clusters Score -1927043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1927041.750000 Penalty: 4802.967285
	Iteration 34Q: 3 clusters Score -1927042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1927048.875000 Penalty: 4802.967285
	Iteration 35Q: 3 clusters Score -1927049 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1927056.875000 Penalty: 4802.967285
	Iteration 36Q: 3 clusters Score -1927057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1927055.000000 Penalty: 4802.967285
	Iteration 37Q: 3 clusters Score -1927055 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1927057.625000 Penalty: 4802.967285
	Iteration 38Q: 3 clusters Score -1927058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1927061.125000 Penalty: 4802.967285
	Iteration 39Q: 3 clusters Score -1927061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1927062.875000 Penalty: 4802.967285
	Iteration 40F: 3 clusters Score -1927063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1927060.625000 Penalty: 4802.967285
	Iteration 41Q: 3 clusters Score -1927061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1927060.750000 Penalty: 4802.967285
	Iteration 42Q: 3 clusters Score -1927061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1927059.125000 Penalty: 4802.967285
	Iteration 43Q: 3 clusters Score -1927059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1927062.250000 Penalty: 4802.967285
	Iteration 44Q: 3 clusters Score -1927062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1927062.250000 Penalty: 4802.967285
	Iteration 45F: 3 clusters Score -1927062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (21604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Entering Unmasked Estep 
Score: -2539530.500000 Penalty: 2475.197266
	Iteration 0F: 2 clusters Score -2539530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -2524399.750000 Penalty: 4950.394531
	Iteration 0F: 3 clusters Score -2524400 nChanged 9586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -2529520.250000 Penalty: 4950.394531
	Iteration 1F: 3 clusters Score -2529520 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -2529960.750000 Penalty: 4950.394531
	Iteration 2F: 3 clusters Score -2529961 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -2530368.000000 Penalty: 4950.394531
	Iteration 3Q: 3 clusters Score -2530368 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -2530848.250000 Penalty: 4950.394531
	Iteration 4Q: 3 clusters Score -2530848 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -2531432.000000 Penalty: 4950.394531
	Iteration 5F: 3 clusters Score -2531432 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -2532197.250000 Penalty: 4950.394531
	Iteration 6F: 3 clusters Score -2532197 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -2533050.500000 Penalty: 4950.394531
	Iteration 7F: 3 clusters Score -2533050 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -2534002.750000 Penalty: 4950.394531
	Iteration 8F: 3 clusters Score -2534003 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -2534942.250000 Penalty: 4950.394531
	Iteration 9F: 3 clusters Score -2534942 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -2535712.000000 Penalty: 4950.394531
	Iteration 10Q: 3 clusters Score -2535712 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2536335.750000 Penalty: 4950.394531
	Iteration 11Q: 3 clusters Score -2536336 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2536711.000000 Penalty: 4950.394531
	Iteration 12Q: 3 clusters Score -2536711 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2536939.750000 Penalty: 4950.394531
	Iteration 13Q: 3 clusters Score -2536940 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2537079.500000 Penalty: 4950.394531
	Iteration 14Q: 3 clusters Score -2537080 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2537179.250000 Penalty: 4950.394531
	Iteration 15Q: 3 clusters Score -2537179 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2537237.250000 Penalty: 4950.394531
	Iteration 16Q: 3 clusters Score -2537237 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2537272.250000 Penalty: 4950.394531
	Iteration 17Q: 3 clusters Score -2537272 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2537294.750000 Penalty: 4950.394531
	Iteration 18Q: 3 clusters Score -2537295 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2537303.500000 Penalty: 4950.394531
	Iteration 19Q: 3 clusters Score -2537304 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2537321.250000 Penalty: 4950.394531
	Iteration 20F: 3 clusters Score -2537321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2537329.750000 Penalty: 4950.394531
	Iteration 21Q: 3 clusters Score -2537330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2537337.250000 Penalty: 4950.394531
	Iteration 22Q: 3 clusters Score -2537337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2537351.250000 Penalty: 4950.394531
	Iteration 23Q: 3 clusters Score -2537351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2537361.750000 Penalty: 4950.394531
	Iteration 24Q: 3 clusters Score -2537362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2537363.750000 Penalty: 4950.394531
	Iteration 25Q: 3 clusters Score -2537364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2537370.250000 Penalty: 4950.394531
	Iteration 26Q: 3 clusters Score -2537370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2537371.000000 Penalty: 4950.394531
	Iteration 27Q: 3 clusters Score -2537371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2537371.000000 Penalty: 4950.394531
	Iteration 28F: 3 clusters Score -2537371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Entering Unmasked Estep 
Score: -1968902.500000 Penalty: 2410.928467
	Iteration 0F: 2 clusters Score -1968902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1957054.875000 Penalty: 4821.856934
	Iteration 0F: 3 clusters Score -1957055 nChanged 7168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1961372.500000 Penalty: 4821.856934
	Iteration 1F: 3 clusters Score -1961372 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1962298.625000 Penalty: 4821.856934
	Iteration 2F: 3 clusters Score -1962299 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1963331.625000 Penalty: 4821.856934
	Iteration 3F: 3 clusters Score -1963332 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1964382.875000 Penalty: 4821.856934
	Iteration 4F: 3 clusters Score -1964383 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1965193.125000 Penalty: 4821.856934
	Iteration 5F: 3 clusters Score -1965193 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1965660.750000 Penalty: 4821.856934
	Iteration 6F: 3 clusters Score -1965661 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1965903.500000 Penalty: 4821.856934
	Iteration 7Q: 3 clusters Score -1965904 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1966015.250000 Penalty: 4821.856934
	Iteration 8Q: 3 clusters Score -1966015 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1966099.000000 Penalty: 4821.856934
	Iteration 9Q: 3 clusters Score -1966099 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1966157.750000 Penalty: 4821.856934
	Iteration 10Q: 3 clusters Score -1966158 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1966187.875000 Penalty: 4821.856934
	Iteration 11Q: 3 clusters Score -1966188 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1966216.625000 Penalty: 4821.856934
	Iteration 12Q: 3 clusters Score -1966217 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1966240.625000 Penalty: 4821.856934
	Iteration 13Q: 3 clusters Score -1966241 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1966261.875000 Penalty: 4821.856934
	Iteration 14Q: 3 clusters Score -1966262 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1966266.375000 Penalty: 4821.856934
	Iteration 15Q: 3 clusters Score -1966266 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1966282.500000 Penalty: 4821.856934
	Iteration 16Q: 3 clusters Score -1966282 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1966306.125000 Penalty: 4821.856934
	Iteration 17Q: 3 clusters Score -1966306 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1966321.125000 Penalty: 4821.856934
	Iteration 18Q: 3 clusters Score -1966321 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1966331.750000 Penalty: 4821.856934
	Iteration 19Q: 3 clusters Score -1966332 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1966343.625000 Penalty: 4821.856934
	Iteration 20F: 3 clusters Score -1966344 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1966356.750000 Penalty: 4821.856934
	Iteration 21Q: 3 clusters Score -1966357 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1966377.250000 Penalty: 4821.856934
	Iteration 22Q: 3 clusters Score -1966377 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1966389.625000 Penalty: 4821.856934
	Iteration 23Q: 3 clusters Score -1966390 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1966407.125000 Penalty: 4821.856934
	Iteration 24Q: 3 clusters Score -1966407 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1966426.250000 Penalty: 4821.856934
	Iteration 25Q: 3 clusters Score -1966426 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1966449.500000 Penalty: 4821.856934
	Iteration 26Q: 3 clusters Score -1966450 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1966473.125000 Penalty: 4821.856934
	Iteration 27Q: 3 clusters Score -1966473 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1966489.625000 Penalty: 4821.856934
	Iteration 28Q: 3 clusters Score -1966490 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1966505.250000 Penalty: 4821.856934
	Iteration 29Q: 3 clusters Score -1966505 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1966522.500000 Penalty: 4821.856934
	Iteration 30Q: 3 clusters Score -1966522 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1966553.625000 Penalty: 4821.856934
	Iteration 31Q: 3 clusters Score -1966554 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1966579.750000 Penalty: 4821.856934
	Iteration 32Q: 3 clusters Score -1966580 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1966629.125000 Penalty: 4821.856934
	Iteration 33Q: 3 clusters Score -1966629 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1966675.000000 Penalty: 4821.856934
	Iteration 34Q: 3 clusters Score -1966675 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1966716.875000 Penalty: 4821.856934
	Iteration 35Q: 3 clusters Score -1966717 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1966762.500000 Penalty: 4821.856934
	Iteration 36Q: 3 clusters Score -1966762 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1966821.500000 Penalty: 4821.856934
	Iteration 37Q: 3 clusters Score -1966822 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1966875.750000 Penalty: 4821.856934
	Iteration 38Q: 3 clusters Score -1966876 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1966960.375000 Penalty: 4821.856934
	Iteration 39Q: 3 clusters Score -1966960 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1967049.125000 Penalty: 4821.856934
	Iteration 40F: 3 clusters Score -1967049 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1967113.500000 Penalty: 4821.856934
	Iteration 41Q: 3 clusters Score -1967114 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1967155.875000 Penalty: 4821.856934
	Iteration 42Q: 3 clusters Score -1967156 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1967200.875000 Penalty: 4821.856934
	Iteration 43Q: 3 clusters Score -1967201 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1967225.250000 Penalty: 4821.856934
	Iteration 44Q: 3 clusters Score -1967225 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1967249.375000 Penalty: 4821.856934
	Iteration 45Q: 3 clusters Score -1967249 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1967266.250000 Penalty: 4821.856934
	Iteration 46Q: 3 clusters Score -1967266 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1967273.625000 Penalty: 4821.856934
	Iteration 47Q: 3 clusters Score -1967274 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1967288.125000 Penalty: 4821.856934
	Iteration 48Q: 3 clusters Score -1967288 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1967301.500000 Penalty: 4821.856934
	Iteration 49Q: 3 clusters Score -1967302 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1967313.375000 Penalty: 4821.856934
	Iteration 50Q: 3 clusters Score -1967313 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1967325.500000 Penalty: 4821.856934
	Iteration 51Q: 3 clusters Score -1967326 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1967332.375000 Penalty: 4821.856934
	Iteration 52Q: 3 clusters Score -1967332 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1967343.375000 Penalty: 4821.856934
	Iteration 53Q: 3 clusters Score -1967343 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1967354.375000 Penalty: 4821.856934
	Iteration 54Q: 3 clusters Score -1967354 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1967368.000000 Penalty: 4821.856934
	Iteration 55Q: 3 clusters Score -1967368 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1967378.000000 Penalty: 4821.856934
	Iteration 56Q: 3 clusters Score -1967378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1967386.875000 Penalty: 4821.856934
	Iteration 57Q: 3 clusters Score -1967387 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1967388.375000 Penalty: 4821.856934
	Iteration 58Q: 3 clusters Score -1967388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1967392.625000 Penalty: 4821.856934
	Iteration 59Q: 3 clusters Score -1967393 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1967399.000000 Penalty: 4821.856934
	Iteration 60F: 3 clusters Score -1967399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1967401.500000 Penalty: 4821.856934
	Iteration 61Q: 3 clusters Score -1967402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1967403.375000 Penalty: 4821.856934
	Iteration 62Q: 3 clusters Score -1967403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1967405.625000 Penalty: 4821.856934
	Iteration 63Q: 3 clusters Score -1967406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1967408.375000 Penalty: 4821.856934
	Iteration 64Q: 3 clusters Score -1967408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1967410.250000 Penalty: 4821.856934
	Iteration 65Q: 3 clusters Score -1967410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1967413.125000 Penalty: 4821.856934
	Iteration 66Q: 3 clusters Score -1967413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1967414.875000 Penalty: 4821.856934
	Iteration 67Q: 3 clusters Score -1967415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1967422.500000 Penalty: 4821.856934
	Iteration 68Q: 3 clusters Score -1967422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1967428.000000 Penalty: 4821.856934
	Iteration 69Q: 3 clusters Score -1967428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1967433.125000 Penalty: 4821.856934
	Iteration 70Q: 3 clusters Score -1967433 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1967438.000000 Penalty: 4821.856934
	Iteration 71Q: 3 clusters Score -1967438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1967444.625000 Penalty: 4821.856934
	Iteration 72Q: 3 clusters Score -1967445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1967445.000000 Penalty: 4821.856934
	Iteration 73Q: 3 clusters Score -1967445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1967450.500000 Penalty: 4821.856934
	Iteration 74Q: 3 clusters Score -1967450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1967452.000000 Penalty: 4821.856934
	Iteration 75Q: 3 clusters Score -1967452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1967454.000000 Penalty: 4821.856934
	Iteration 76Q: 3 clusters Score -1967454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1967457.875000 Penalty: 4821.856934
	Iteration 77Q: 3 clusters Score -1967458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1967458.625000 Penalty: 4821.856934
	Iteration 78Q: 3 clusters Score -1967459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1967465.375000 Penalty: 4821.856934
	Iteration 79Q: 3 clusters Score -1967465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1967463.875000 Penalty: 4821.856934
	Iteration 80F: 3 clusters Score -1967464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1967466.500000 Penalty: 4821.856934
	Iteration 81Q: 3 clusters Score -1967466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1967463.750000 Penalty: 4821.856934
	Iteration 82Q: 3 clusters Score -1967464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1967465.125000 Penalty: 4821.856934
	Iteration 83Q: 3 clusters Score -1967465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1967464.375000 Penalty: 4821.856934
	Iteration 84Q: 3 clusters Score -1967464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1967463.750000 Penalty: 4821.856934
	Iteration 85Q: 3 clusters Score -1967464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1967464.875000 Penalty: 4821.856934
	Iteration 86Q: 3 clusters Score -1967465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1967466.250000 Penalty: 4821.856934
	Iteration 87Q: 3 clusters Score -1967466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1967468.250000 Penalty: 4821.856934
	Iteration 88Q: 3 clusters Score -1967468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1967469.875000 Penalty: 4821.856934
	Iteration 89Q: 3 clusters Score -1967470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1967468.875000 Penalty: 4821.856934
	Iteration 90Q: 3 clusters Score -1967469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1967471.875000 Penalty: 4821.856934
	Iteration 91Q: 3 clusters Score -1967472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1967471.875000 Penalty: 4821.856934
	Iteration 92F: 3 clusters Score -1967472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Entering Unmasked Estep 
Score: -1313002.625000 Penalty: 2315.110107
	Iteration 0F: 2 clusters Score -1313003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1304565.750000 Penalty: 4630.220215
	Iteration 0F: 3 clusters Score -1304566 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1307015.375000 Penalty: 4630.220215
	Iteration 1F: 3 clusters Score -1307015 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1307282.875000 Penalty: 4630.220215
	Iteration 2F: 3 clusters Score -1307283 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1307482.875000 Penalty: 4630.220215
	Iteration 3Q: 3 clusters Score -1307483 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1307687.375000 Penalty: 4630.220215
	Iteration 4Q: 3 clusters Score -1307687 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1307943.000000 Penalty: 4630.220215
	Iteration 5Q: 3 clusters Score -1307943 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1308212.125000 Penalty: 4630.220215
	Iteration 6Q: 3 clusters Score -1308212 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1308471.250000 Penalty: 4630.220215
	Iteration 7Q: 3 clusters Score -1308471 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1308724.375000 Penalty: 4630.220215
	Iteration 8Q: 3 clusters Score -1308724 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1308992.750000 Penalty: 4630.220215
	Iteration 9Q: 3 clusters Score -1308993 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1309275.625000 Penalty: 4630.220215
	Iteration 10Q: 3 clusters Score -1309276 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1309550.875000 Penalty: 4630.220215
	Iteration 11Q: 3 clusters Score -1309551 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1309795.125000 Penalty: 4630.220215
	Iteration 12Q: 3 clusters Score -1309795 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1310024.750000 Penalty: 4630.220215
	Iteration 13Q: 3 clusters Score -1310025 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1310223.500000 Penalty: 4630.220215
	Iteration 14Q: 3 clusters Score -1310224 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1310372.500000 Penalty: 4630.220215
	Iteration 15Q: 3 clusters Score -1310372 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1310521.375000 Penalty: 4630.220215
	Iteration 16Q: 3 clusters Score -1310521 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1310648.250000 Penalty: 4630.220215
	Iteration 17Q: 3 clusters Score -1310648 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1310760.875000 Penalty: 4630.220215
	Iteration 18Q: 3 clusters Score -1310761 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1310841.500000 Penalty: 4630.220215
	Iteration 19Q: 3 clusters Score -1310842 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1310910.000000 Penalty: 4630.220215
	Iteration 20F: 3 clusters Score -1310910 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1310964.125000 Penalty: 4630.220215
	Iteration 21Q: 3 clusters Score -1310964 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1311000.500000 Penalty: 4630.220215
	Iteration 22Q: 3 clusters Score -1311000 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1311033.750000 Penalty: 4630.220215
	Iteration 23Q: 3 clusters Score -1311034 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1311065.750000 Penalty: 4630.220215
	Iteration 24Q: 3 clusters Score -1311066 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1311091.875000 Penalty: 4630.220215
	Iteration 25Q: 3 clusters Score -1311092 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1311115.625000 Penalty: 4630.220215
	Iteration 26Q: 3 clusters Score -1311116 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1311143.500000 Penalty: 4630.220215
	Iteration 27Q: 3 clusters Score -1311144 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1311162.500000 Penalty: 4630.220215
	Iteration 28Q: 3 clusters Score -1311162 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1311180.375000 Penalty: 4630.220215
	Iteration 29Q: 3 clusters Score -1311180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1311194.250000 Penalty: 4630.220215
	Iteration 30Q: 3 clusters Score -1311194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1311202.500000 Penalty: 4630.220215
	Iteration 31Q: 3 clusters Score -1311202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1311209.250000 Penalty: 4630.220215
	Iteration 32Q: 3 clusters Score -1311209 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1311216.500000 Penalty: 4630.220215
	Iteration 33Q: 3 clusters Score -1311216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1311226.125000 Penalty: 4630.220215
	Iteration 34Q: 3 clusters Score -1311226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1311232.125000 Penalty: 4630.220215
	Iteration 35Q: 3 clusters Score -1311232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1311239.875000 Penalty: 4630.220215
	Iteration 36Q: 3 clusters Score -1311240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1311239.625000 Penalty: 4630.220215
	Iteration 37Q: 3 clusters Score -1311240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1311242.500000 Penalty: 4630.220215
	Iteration 38Q: 3 clusters Score -1311242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1311244.125000 Penalty: 4630.220215
	Iteration 39Q: 3 clusters Score -1311244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1311244.875000 Penalty: 4630.220215
	Iteration 40F: 3 clusters Score -1311245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1311249.125000 Penalty: 4630.220215
	Iteration 41Q: 3 clusters Score -1311249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1311252.000000 Penalty: 4630.220215
	Iteration 42Q: 3 clusters Score -1311252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1311255.500000 Penalty: 4630.220215
	Iteration 43Q: 3 clusters Score -1311256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1311258.875000 Penalty: 4630.220215
	Iteration 44Q: 3 clusters Score -1311259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1311260.625000 Penalty: 4630.220215
	Iteration 45Q: 3 clusters Score -1311261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1311262.000000 Penalty: 4630.220215
	Iteration 46Q: 3 clusters Score -1311262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1311261.625000 Penalty: 4630.220215
	Iteration 47Q: 3 clusters Score -1311262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1311261.625000 Penalty: 4630.220215
	Iteration 48F: 3 clusters Score -1311262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Entering Unmasked Estep 
Score: -708559.000000 Penalty: 2171.305664
	Iteration 0F: 2 clusters Score -708559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -703191.750000 Penalty: 4342.611328
	Iteration 0F: 3 clusters Score -703191.8 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -704828.062500 Penalty: 4342.611328
	Iteration 1F: 3 clusters Score -704828.1 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -705314.187500 Penalty: 4342.611328
	Iteration 2F: 3 clusters Score -705314.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -705750.500000 Penalty: 4342.611328
	Iteration 3F: 3 clusters Score -705750.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -706102.125000 Penalty: 4342.611328
	Iteration 4F: 3 clusters Score -706102.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -706355.437500 Penalty: 4342.611328
	Iteration 5F: 3 clusters Score -706355.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -706555.000000 Penalty: 4342.611328
	Iteration 6Q: 3 clusters Score -706555 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -706673.312500 Penalty: 4342.611328
	Iteration 7Q: 3 clusters Score -706673.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -706784.062500 Penalty: 4342.611328
	Iteration 8Q: 3 clusters Score -706784.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -706881.937500 Penalty: 4342.611328
	Iteration 9Q: 3 clusters Score -706881.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -706982.187500 Penalty: 4342.611328
	Iteration 10Q: 3 clusters Score -706982.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -707086.937500 Penalty: 4342.611328
	Iteration 11Q: 3 clusters Score -707086.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -707162.812500 Penalty: 4342.611328
	Iteration 12Q: 3 clusters Score -707162.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -707237.750000 Penalty: 4342.611328
	Iteration 13Q: 3 clusters Score -707237.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -707312.687500 Penalty: 4342.611328
	Iteration 14Q: 3 clusters Score -707312.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -707377.625000 Penalty: 4342.611328
	Iteration 15Q: 3 clusters Score -707377.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -707440.312500 Penalty: 4342.611328
	Iteration 16Q: 3 clusters Score -707440.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -707498.687500 Penalty: 4342.611328
	Iteration 17Q: 3 clusters Score -707498.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -707535.125000 Penalty: 4342.611328
	Iteration 18Q: 3 clusters Score -707535.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -707556.812500 Penalty: 4342.611328
	Iteration 19Q: 3 clusters Score -707556.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -707580.875000 Penalty: 4342.611328
	Iteration 20F: 3 clusters Score -707580.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -707606.250000 Penalty: 4342.611328
	Iteration 21Q: 3 clusters Score -707606.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -707626.437500 Penalty: 4342.611328
	Iteration 22Q: 3 clusters Score -707626.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -707645.500000 Penalty: 4342.611328
	Iteration 23Q: 3 clusters Score -707645.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -707661.562500 Penalty: 4342.611328
	Iteration 24Q: 3 clusters Score -707661.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -707672.812500 Penalty: 4342.611328
	Iteration 25Q: 3 clusters Score -707672.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -707677.250000 Penalty: 4342.611328
	Iteration 26Q: 3 clusters Score -707677.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -707680.187500 Penalty: 4342.611328
	Iteration 27Q: 3 clusters Score -707680.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -707684.625000 Penalty: 4342.611328
	Iteration 28Q: 3 clusters Score -707684.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -707689.000000 Penalty: 4342.611328
	Iteration 29Q: 3 clusters Score -707689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -707689.375000 Penalty: 4342.611328
	Iteration 30Q: 3 clusters Score -707689.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -707690.125000 Penalty: 4342.611328
	Iteration 31Q: 3 clusters Score -707690.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -707690.125000 Penalty: 4342.611328
	Iteration 32F: 3 clusters Score -707690.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (38255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38255 members 
Entering Unmasked Estep 
Score: -4296109.500000 Penalty: 2616.903320
	Iteration 0F: 2 clusters Score -4296110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -4269986.000000 Penalty: 5233.806641
	Iteration 0F: 3 clusters Score -4269986 nChanged 17566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -4279776.000000 Penalty: 5233.806641
	Iteration 1F: 3 clusters Score -4279776 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -4280585.500000 Penalty: 5233.806641
	Iteration 2F: 3 clusters Score -4280586 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -4281598.000000 Penalty: 5233.806641
	Iteration 3F: 3 clusters Score -4281598 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -4282959.000000 Penalty: 5233.806641
	Iteration 4F: 3 clusters Score -4282959 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -4284706.000000 Penalty: 5233.806641
	Iteration 5F: 3 clusters Score -4284706 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
Score: -4286719.000000 Penalty: 5233.806641
	Iteration 6F: 3 clusters Score -4286719 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
Score: -4288878.500000 Penalty: 5233.806641
	Iteration 7F: 3 clusters Score -4288878 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -4290783.000000 Penalty: 5233.806641
	Iteration 8F: 3 clusters Score -4290783 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 32113 members 
Entering Unmasked Estep 
Score: -4292313.500000 Penalty: 5233.806641
	Iteration 9Q: 3 clusters Score -4292314 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -4293418.500000 Penalty: 5233.806641
	Iteration 10Q: 3 clusters Score -4293418 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 34151 members 
Entering Unmasked Estep 
Score: -4294101.000000 Penalty: 5233.806641
	Iteration 11Q: 3 clusters Score -4294101 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -4294480.500000 Penalty: 5233.806641
	Iteration 12Q: 3 clusters Score -4294480 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 35153 members 
Entering Unmasked Estep 
Score: -4294663.000000 Penalty: 5233.806641
	Iteration 13Q: 3 clusters Score -4294663 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 35430 members 
Entering Unmasked Estep 
Score: -4294772.500000 Penalty: 5233.806641
	Iteration 14Q: 3 clusters Score -4294772 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 35655 members 
Entering Unmasked Estep 
Score: -4294858.500000 Penalty: 5233.806641
	Iteration 15Q: 3 clusters Score -4294858 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -4294910.000000 Penalty: 5233.806641
	Iteration 16Q: 3 clusters Score -4294910 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 35908 members 
Entering Unmasked Estep 
Score: -4294942.000000 Penalty: 5233.806641
	Iteration 17Q: 3 clusters Score -4294942 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 36001 members 
Entering Unmasked Estep 
Score: -4294970.000000 Penalty: 5233.806641
	Iteration 18Q: 3 clusters Score -4294970 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -4294987.000000 Penalty: 5233.806641
	Iteration 19Q: 3 clusters Score -4294987 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 36134 members 
Entering Unmasked Estep 
Score: -4295006.000000 Penalty: 5233.806641
	Iteration 20F: 3 clusters Score -4295006 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 36167 members 
Entering Unmasked Estep 
Score: -4295013.000000 Penalty: 5233.806641
	Iteration 21Q: 3 clusters Score -4295013 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 36195 members 
Entering Unmasked Estep 
Score: -4295017.000000 Penalty: 5233.806641
	Iteration 22Q: 3 clusters Score -4295017 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 36229 members 
Entering Unmasked Estep 
Score: -4295030.500000 Penalty: 5233.806641
	Iteration 23Q: 3 clusters Score -4295030 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 36254 members 
Entering Unmasked Estep 
Score: -4295037.500000 Penalty: 5233.806641
	Iteration 24Q: 3 clusters Score -4295038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 36272 members 
Entering Unmasked Estep 
Score: -4295033.000000 Penalty: 5233.806641
	Iteration 25Q: 3 clusters Score -4295033 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 36289 members 
Entering Unmasked Estep 
Score: -4295037.000000 Penalty: 5233.806641
	Iteration 26Q: 3 clusters Score -4295037 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -4295033.000000 Penalty: 5233.806641
	Iteration 27Q: 3 clusters Score -4295033 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 36325 members 
Entering Unmasked Estep 
Score: -4295039.500000 Penalty: 5233.806641
	Iteration 28Q: 3 clusters Score -4295040 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 36344 members 
Entering Unmasked Estep 
Score: -4295035.000000 Penalty: 5233.806641
	Iteration 29Q: 3 clusters Score -4295035 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
Score: -4295028.500000 Penalty: 5233.806641
	Iteration 30Q: 3 clusters Score -4295028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 36367 members 
Entering Unmasked Estep 
Score: -4295031.000000 Penalty: 5233.806641
	Iteration 31Q: 3 clusters Score -4295031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
Score: -4295037.500000 Penalty: 5233.806641
	Iteration 32Q: 3 clusters Score -4295038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 36379 members 
Entering Unmasked Estep 
Score: -4295042.000000 Penalty: 5233.806641
	Iteration 33Q: 3 clusters Score -4295042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 36385 members 
Entering Unmasked Estep 
Score: -4295044.000000 Penalty: 5233.806641
	Iteration 34Q: 3 clusters Score -4295044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 36391 members 
Entering Unmasked Estep 
Score: -4295046.000000 Penalty: 5233.806641
	Iteration 35Q: 3 clusters Score -4295046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 36394 members 
Entering Unmasked Estep 
Score: -4295044.000000 Penalty: 5233.806641
	Iteration 36Q: 3 clusters Score -4295044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 36397 members 
Entering Unmasked Estep 
Score: -4295044.500000 Penalty: 5233.806641
	Iteration 37Q: 3 clusters Score -4295044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 36399 members 
Entering Unmasked Estep 
Score: -4295046.000000 Penalty: 5233.806641
	Iteration 38Q: 3 clusters Score -4295046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 36401 members 
Entering Unmasked Estep 
Score: -4295049.500000 Penalty: 5233.806641
	Iteration 39Q: 3 clusters Score -4295050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 36403 members 
Entering Unmasked Estep 
Score: -4295049.500000 Penalty: 5233.806641
	Iteration 40F: 3 clusters Score -4295050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 36405 members 
Entering Unmasked Estep 
Score: -4295051.000000 Penalty: 5233.806641
	Iteration 41Q: 3 clusters Score -4295051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 36405 members 
Entering Unmasked Estep 
Score: -4295051.000000 Penalty: 5233.806641
	Iteration 42F: 3 clusters Score -4295051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Entering Unmasked Estep 
Score: -326877.718750 Penalty: 1972.597168
	Iteration 0F: 2 clusters Score -326877.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -323688.656250 Penalty: 3945.194336
	Iteration 0F: 3 clusters Score -323688.7 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -324325.343750 Penalty: 3945.194336
	Iteration 1F: 3 clusters Score -324325.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -324456.812500 Penalty: 3945.194336
	Iteration 2F: 3 clusters Score -324456.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -324527.343750 Penalty: 3945.194336
	Iteration 3Q: 3 clusters Score -324527.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -324571.906250 Penalty: 3945.194336
	Iteration 4Q: 3 clusters Score -324571.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -324602.500000 Penalty: 3945.194336
	Iteration 5Q: 3 clusters Score -324602.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -324623.843750 Penalty: 3945.194336
	Iteration 6Q: 3 clusters Score -324623.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -324638.250000 Penalty: 3945.194336
	Iteration 7Q: 3 clusters Score -324638.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -324651.187500 Penalty: 3945.194336
	Iteration 8Q: 3 clusters Score -324651.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -324660.843750 Penalty: 3945.194336
	Iteration 9Q: 3 clusters Score -324660.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -324671.718750 Penalty: 3945.194336
	Iteration 10Q: 3 clusters Score -324671.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -324685.125000 Penalty: 3945.194336
	Iteration 11Q: 3 clusters Score -324685.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -324699.968750 Penalty: 3945.194336
	Iteration 12Q: 3 clusters Score -324700 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -324717.343750 Penalty: 3945.194336
	Iteration 13Q: 3 clusters Score -324717.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -324741.531250 Penalty: 3945.194336
	Iteration 14Q: 3 clusters Score -324741.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -324761.593750 Penalty: 3945.194336
	Iteration 15Q: 3 clusters Score -324761.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -324780.093750 Penalty: 3945.194336
	Iteration 16Q: 3 clusters Score -324780.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -324793.625000 Penalty: 3945.194336
	Iteration 17Q: 3 clusters Score -324793.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -324804.718750 Penalty: 3945.194336
	Iteration 18Q: 3 clusters Score -324804.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -324816.218750 Penalty: 3945.194336
	Iteration 19Q: 3 clusters Score -324816.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -324822.031250 Penalty: 3945.194336
	Iteration 20F: 3 clusters Score -324822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -324827.718750 Penalty: 3945.194336
	Iteration 21Q: 3 clusters Score -324827.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -324829.906250 Penalty: 3945.194336
	Iteration 22Q: 3 clusters Score -324829.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -324830.781250 Penalty: 3945.194336
	Iteration 23Q: 3 clusters Score -324830.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -324832.218750 Penalty: 3945.194336
	Iteration 24Q: 3 clusters Score -324832.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -324834.250000 Penalty: 3945.194336
	Iteration 25Q: 3 clusters Score -324834.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -324834.906250 Penalty: 3945.194336
	Iteration 26Q: 3 clusters Score -324834.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -324836.687500 Penalty: 3945.194336
	Iteration 27Q: 3 clusters Score -324836.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -324838.218750 Penalty: 3945.194336
	Iteration 28Q: 3 clusters Score -324838.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -324838.843750 Penalty: 3945.194336
	Iteration 29Q: 3 clusters Score -324838.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -324839.406250 Penalty: 3945.194336
	Iteration 30Q: 3 clusters Score -324839.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -324839.812500 Penalty: 3945.194336
	Iteration 31Q: 3 clusters Score -324839.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -324839.812500 Penalty: 3945.194336
	Iteration 32F: 3 clusters Score -324839.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Entering Unmasked Estep 
Score: -1228324.375000 Penalty: 2297.560059
	Iteration 0F: 2 clusters Score -1228324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1220307.875000 Penalty: 4595.120117
	Iteration 0F: 3 clusters Score -1220308 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1222731.125000 Penalty: 4595.120117
	Iteration 1F: 3 clusters Score -1222731 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1223143.000000 Penalty: 4595.120117
	Iteration 2F: 3 clusters Score -1223143 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1223433.875000 Penalty: 4595.120117
	Iteration 3F: 3 clusters Score -1223434 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1223677.625000 Penalty: 4595.120117
	Iteration 4Q: 3 clusters Score -1223678 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1223846.250000 Penalty: 4595.120117
	Iteration 5Q: 3 clusters Score -1223846 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1224015.500000 Penalty: 4595.120117
	Iteration 6Q: 3 clusters Score -1224016 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1224160.375000 Penalty: 4595.120117
	Iteration 7Q: 3 clusters Score -1224160 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1224304.250000 Penalty: 4595.120117
	Iteration 8Q: 3 clusters Score -1224304 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1224448.875000 Penalty: 4595.120117
	Iteration 9Q: 3 clusters Score -1224449 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1224612.250000 Penalty: 4595.120117
	Iteration 10Q: 3 clusters Score -1224612 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1224807.375000 Penalty: 4595.120117
	Iteration 11Q: 3 clusters Score -1224807 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1225007.875000 Penalty: 4595.120117
	Iteration 12Q: 3 clusters Score -1225008 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1225233.000000 Penalty: 4595.120117
	Iteration 13Q: 3 clusters Score -1225233 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1225518.500000 Penalty: 4595.120117
	Iteration 14Q: 3 clusters Score -1225518 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1225855.125000 Penalty: 4595.120117
	Iteration 15Q: 3 clusters Score -1225855 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1226167.125000 Penalty: 4595.120117
	Iteration 16Q: 3 clusters Score -1226167 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1226407.000000 Penalty: 4595.120117
	Iteration 17Q: 3 clusters Score -1226407 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1226600.875000 Penalty: 4595.120117
	Iteration 18Q: 3 clusters Score -1226601 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1226737.500000 Penalty: 4595.120117
	Iteration 19Q: 3 clusters Score -1226738 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1226852.750000 Penalty: 4595.120117
	Iteration 20F: 3 clusters Score -1226853 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1226945.125000 Penalty: 4595.120117
	Iteration 21Q: 3 clusters Score -1226945 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1227017.000000 Penalty: 4595.120117
	Iteration 22Q: 3 clusters Score -1227017 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1227072.000000 Penalty: 4595.120117
	Iteration 23Q: 3 clusters Score -1227072 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1227110.000000 Penalty: 4595.120117
	Iteration 24Q: 3 clusters Score -1227110 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1227134.250000 Penalty: 4595.120117
	Iteration 25Q: 3 clusters Score -1227134 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1227150.500000 Penalty: 4595.120117
	Iteration 26Q: 3 clusters Score -1227150 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1227168.750000 Penalty: 4595.120117
	Iteration 27Q: 3 clusters Score -1227169 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1227177.000000 Penalty: 4595.120117
	Iteration 28Q: 3 clusters Score -1227177 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1227186.625000 Penalty: 4595.120117
	Iteration 29Q: 3 clusters Score -1227187 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1227187.375000 Penalty: 4595.120117
	Iteration 30Q: 3 clusters Score -1227187 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1227194.375000 Penalty: 4595.120117
	Iteration 31Q: 3 clusters Score -1227194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1227203.250000 Penalty: 4595.120117
	Iteration 32Q: 3 clusters Score -1227203 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1227207.750000 Penalty: 4595.120117
	Iteration 33Q: 3 clusters Score -1227208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1227211.750000 Penalty: 4595.120117
	Iteration 34Q: 3 clusters Score -1227212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1227212.875000 Penalty: 4595.120117
	Iteration 35Q: 3 clusters Score -1227213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1227214.375000 Penalty: 4595.120117
	Iteration 36Q: 3 clusters Score -1227214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1227217.500000 Penalty: 4595.120117
	Iteration 37Q: 3 clusters Score -1227218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1227220.000000 Penalty: 4595.120117
	Iteration 38Q: 3 clusters Score -1227220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1227221.375000 Penalty: 4595.120117
	Iteration 39Q: 3 clusters Score -1227221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1227221.750000 Penalty: 4595.120117
	Iteration 40F: 3 clusters Score -1227222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Entering Unmasked Estep 
Score: -987958.562500 Penalty: 2231.997314
	Iteration 0F: 2 clusters Score -987958.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -981486.125000 Penalty: 4463.994629
	Iteration 0F: 3 clusters Score -981486.1 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -983209.812500 Penalty: 4463.994629
	Iteration 1F: 3 clusters Score -983209.8 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -983499.625000 Penalty: 4463.994629
	Iteration 2F: 3 clusters Score -983499.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -983720.875000 Penalty: 4463.994629
	Iteration 3F: 3 clusters Score -983720.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -983892.375000 Penalty: 4463.994629
	Iteration 4Q: 3 clusters Score -983892.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -984021.125000 Penalty: 4463.994629
	Iteration 5Q: 3 clusters Score -984021.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -984116.437500 Penalty: 4463.994629
	Iteration 6Q: 3 clusters Score -984116.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -984211.875000 Penalty: 4463.994629
	Iteration 7Q: 3 clusters Score -984211.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -984290.875000 Penalty: 4463.994629
	Iteration 8Q: 3 clusters Score -984290.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -984370.375000 Penalty: 4463.994629
	Iteration 9Q: 3 clusters Score -984370.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -984450.687500 Penalty: 4463.994629
	Iteration 10Q: 3 clusters Score -984450.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -984526.500000 Penalty: 4463.994629
	Iteration 11Q: 3 clusters Score -984526.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -984597.750000 Penalty: 4463.994629
	Iteration 12Q: 3 clusters Score -984597.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -984669.062500 Penalty: 4463.994629
	Iteration 13Q: 3 clusters Score -984669.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -984762.187500 Penalty: 4463.994629
	Iteration 14Q: 3 clusters Score -984762.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -984860.687500 Penalty: 4463.994629
	Iteration 15Q: 3 clusters Score -984860.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -984957.750000 Penalty: 4463.994629
	Iteration 16Q: 3 clusters Score -984957.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -985070.375000 Penalty: 4463.994629
	Iteration 17Q: 3 clusters Score -985070.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -985191.437500 Penalty: 4463.994629
	Iteration 18Q: 3 clusters Score -985191.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -985298.875000 Penalty: 4463.994629
	Iteration 19Q: 3 clusters Score -985298.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -985391.562500 Penalty: 4463.994629
	Iteration 20F: 3 clusters Score -985391.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -985495.375000 Penalty: 4463.994629
	Iteration 21Q: 3 clusters Score -985495.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -985587.437500 Penalty: 4463.994629
	Iteration 22Q: 3 clusters Score -985587.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -985665.812500 Penalty: 4463.994629
	Iteration 23Q: 3 clusters Score -985665.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -985724.750000 Penalty: 4463.994629
	Iteration 24Q: 3 clusters Score -985724.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -985777.312500 Penalty: 4463.994629
	Iteration 25Q: 3 clusters Score -985777.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -985817.375000 Penalty: 4463.994629
	Iteration 26Q: 3 clusters Score -985817.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -985848.937500 Penalty: 4463.994629
	Iteration 27Q: 3 clusters Score -985848.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -985878.875000 Penalty: 4463.994629
	Iteration 28Q: 3 clusters Score -985878.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -985907.437500 Penalty: 4463.994629
	Iteration 29Q: 3 clusters Score -985907.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -985924.937500 Penalty: 4463.994629
	Iteration 30Q: 3 clusters Score -985924.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -985941.875000 Penalty: 4463.994629
	Iteration 31Q: 3 clusters Score -985941.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -985951.687500 Penalty: 4463.994629
	Iteration 32Q: 3 clusters Score -985951.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -985967.125000 Penalty: 4463.994629
	Iteration 33Q: 3 clusters Score -985967.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -985974.750000 Penalty: 4463.994629
	Iteration 34Q: 3 clusters Score -985974.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -985979.750000 Penalty: 4463.994629
	Iteration 35Q: 3 clusters Score -985979.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -985985.500000 Penalty: 4463.994629
	Iteration 36Q: 3 clusters Score -985985.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -985990.562500 Penalty: 4463.994629
	Iteration 37Q: 3 clusters Score -985990.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -985996.250000 Penalty: 4463.994629
	Iteration 38Q: 3 clusters Score -985996.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -985997.750000 Penalty: 4463.994629
	Iteration 39Q: 3 clusters Score -985997.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -985997.750000 Penalty: 4463.994629
	Iteration 40F: 3 clusters Score -985997.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (221698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221698 members 
Entering Unmasked Estep 
Score: -27206610.000000 Penalty: 3052.649658
	Iteration 0F: 2 clusters Score -2.720661e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110722 members 
Mstep: Class 2 contains 110976 members 
Entering Unmasked Estep 
Score: -27063126.000000 Penalty: 6105.299316
	Iteration 0F: 3 clusters Score -2.706313e+07 nChanged 106510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109082 members 
Mstep: Class 2 contains 112616 members 
Entering Unmasked Estep 
Score: -27125128.000000 Penalty: 6105.299316
	Iteration 1F: 3 clusters Score -2.712513e+07 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107952 members 
Mstep: Class 2 contains 113746 members 
Entering Unmasked Estep 
Score: -27125854.000000 Penalty: 6105.299316
	Iteration 2Q: 3 clusters Score -2.712585e+07 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106224 members 
Mstep: Class 2 contains 115474 members 
Entering Unmasked Estep 
Score: -27126770.000000 Penalty: 6105.299316
	Iteration 3Q: 3 clusters Score -2.712677e+07 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103593 members 
Mstep: Class 2 contains 118105 members 
Entering Unmasked Estep 
Score: -27128156.000000 Penalty: 6105.299316
	Iteration 4Q: 3 clusters Score -2.712816e+07 nChanged 6900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99497 members 
Mstep: Class 2 contains 122201 members 
Entering Unmasked Estep 
Score: -27130212.000000 Penalty: 6105.299316
	Iteration 5Q: 3 clusters Score -2.713021e+07 nChanged 8361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93516 members 
Mstep: Class 2 contains 128182 members 
Entering Unmasked Estep 
Score: -27134226.000000 Penalty: 6105.299316
	Iteration 6Q: 3 clusters Score -2.713423e+07 nChanged 10318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85166 members 
Mstep: Class 2 contains 136532 members 
Entering Unmasked Estep 
Score: -27140064.000000 Penalty: 6105.299316
	Iteration 7Q: 3 clusters Score -2.714006e+07 nChanged 12579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74437 members 
Mstep: Class 2 contains 147261 members 
Entering Unmasked Estep 
Score: -27148668.000000 Penalty: 6105.299316
	Iteration 8F: 3 clusters Score -2.714867e+07 nChanged 14308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61831 members 
Mstep: Class 2 contains 159867 members 
Entering Unmasked Estep 
Score: -27160520.000000 Penalty: 6105.299316
	Iteration 9F: 3 clusters Score -2.716052e+07 nChanged 14381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49078 members 
Mstep: Class 2 contains 172620 members 
Entering Unmasked Estep 
Score: -27172370.000000 Penalty: 6105.299316
	Iteration 10F: 3 clusters Score -2.717237e+07 nChanged 12373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 183731 members 
Entering Unmasked Estep 
Score: -27181878.000000 Penalty: 6105.299316
	Iteration 11F: 3 clusters Score -2.718188e+07 nChanged 9660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 192513 members 
Entering Unmasked Estep 
Score: -27188260.000000 Penalty: 6105.299316
	Iteration 12Q: 3 clusters Score -2.718826e+07 nChanged 7411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 199544 members 
Entering Unmasked Estep 
Score: -27192636.000000 Penalty: 6105.299316
	Iteration 13Q: 3 clusters Score -2.719264e+07 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 205269 members 
Entering Unmasked Estep 
Score: -27195894.000000 Penalty: 6105.299316
	Iteration 14Q: 3 clusters Score -2.719589e+07 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 209829 members 
Entering Unmasked Estep 
Score: -27198154.000000 Penalty: 6105.299316
	Iteration 15Q: 3 clusters Score -2.719815e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 213249 members 
Entering Unmasked Estep 
Score: -27199942.000000 Penalty: 6105.299316
	Iteration 16Q: 3 clusters Score -2.719994e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 215776 members 
Entering Unmasked Estep 
Score: -27201150.000000 Penalty: 6105.299316
	Iteration 17Q: 3 clusters Score -2.720115e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 217445 members 
Entering Unmasked Estep 
Score: -27202140.000000 Penalty: 6105.299316
	Iteration 18Q: 3 clusters Score -2.720214e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 218572 members 
Entering Unmasked Estep 
Score: -27202838.000000 Penalty: 6105.299316
	Iteration 19Q: 3 clusters Score -2.720284e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 219293 members 
Entering Unmasked Estep 
Score: -27203214.000000 Penalty: 6105.299316
	Iteration 20F: 3 clusters Score -2.720321e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 219732 members 
Entering Unmasked Estep 
Score: -27203428.000000 Penalty: 6105.299316
	Iteration 21Q: 3 clusters Score -2.720343e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 219991 members 
Entering Unmasked Estep 
Score: -27203540.000000 Penalty: 6105.299316
	Iteration 22Q: 3 clusters Score -2.720354e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 220170 members 
Entering Unmasked Estep 
Score: -27203572.000000 Penalty: 6105.299316
	Iteration 23Q: 3 clusters Score -2.720357e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 220298 members 
Entering Unmasked Estep 
Score: -27203644.000000 Penalty: 6105.299316
	Iteration 24Q: 3 clusters Score -2.720364e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 220388 members 
Entering Unmasked Estep 
Score: -27203710.000000 Penalty: 6105.299316
	Iteration 25Q: 3 clusters Score -2.720371e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 220458 members 
Entering Unmasked Estep 
Score: -27203784.000000 Penalty: 6105.299316
	Iteration 26Q: 3 clusters Score -2.720378e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 220514 members 
Entering Unmasked Estep 
Score: -27203812.000000 Penalty: 6105.299316
	Iteration 27Q: 3 clusters Score -2.720381e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 220565 members 
Entering Unmasked Estep 
Score: -27203874.000000 Penalty: 6105.299316
	Iteration 28Q: 3 clusters Score -2.720387e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 220616 members 
Entering Unmasked Estep 
Score: -27203912.000000 Penalty: 6105.299316
	Iteration 29Q: 3 clusters Score -2.720391e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 220658 members 
Entering Unmasked Estep 
Score: -27203954.000000 Penalty: 6105.299316
	Iteration 30Q: 3 clusters Score -2.720395e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 220688 members 
Entering Unmasked Estep 
Score: -27203970.000000 Penalty: 6105.299316
	Iteration 31Q: 3 clusters Score -2.720397e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 220722 members 
Entering Unmasked Estep 
Score: -27204008.000000 Penalty: 6105.299316
	Iteration 32Q: 3 clusters Score -2.720401e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 220742 members 
Entering Unmasked Estep 
Score: -27204010.000000 Penalty: 6105.299316
	Iteration 33Q: 3 clusters Score -2.720401e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 220756 members 
Entering Unmasked Estep 
Score: -27204026.000000 Penalty: 6105.299316
	Iteration 34Q: 3 clusters Score -2.720403e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 220769 members 
Entering Unmasked Estep 
Score: -27204030.000000 Penalty: 6105.299316
	Iteration 35Q: 3 clusters Score -2.720403e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 220777 members 
Entering Unmasked Estep 
Score: -27204046.000000 Penalty: 6105.299316
	Iteration 36Q: 3 clusters Score -2.720405e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 220786 members 
Entering Unmasked Estep 
Score: -27204042.000000 Penalty: 6105.299316
	Iteration 37Q: 3 clusters Score -2.720404e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 220794 members 
Entering Unmasked Estep 
Score: -27204034.000000 Penalty: 6105.299316
	Iteration 38Q: 3 clusters Score -2.720403e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 220799 members 
Entering Unmasked Estep 
Score: -27204036.000000 Penalty: 6105.299316
	Iteration 39Q: 3 clusters Score -2.720404e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 220805 members 
Entering Unmasked Estep 
Score: -27204066.000000 Penalty: 6105.299316
	Iteration 40F: 3 clusters Score -2.720407e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 220812 members 
Entering Unmasked Estep 
Score: -27204060.000000 Penalty: 6105.299316
	Iteration 41Q: 3 clusters Score -2.720406e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 220815 members 
Entering Unmasked Estep 
Score: -27204064.000000 Penalty: 6105.299316
	Iteration 42Q: 3 clusters Score -2.720406e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 220820 members 
Entering Unmasked Estep 
Score: -27204062.000000 Penalty: 6105.299316
	Iteration 43Q: 3 clusters Score -2.720406e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 220827 members 
Entering Unmasked Estep 
Score: -27204064.000000 Penalty: 6105.299316
	Iteration 44Q: 3 clusters Score -2.720406e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 220830 members 
Entering Unmasked Estep 
Score: -27204076.000000 Penalty: 6105.299316
	Iteration 45Q: 3 clusters Score -2.720408e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 220839 members 
Entering Unmasked Estep 
Score: -27204064.000000 Penalty: 6105.299316
	Iteration 46Q: 3 clusters Score -2.720406e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 220848 members 
Entering Unmasked Estep 
Score: -27204072.000000 Penalty: 6105.299316
	Iteration 47Q: 3 clusters Score -2.720407e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 220858 members 
Entering Unmasked Estep 
Score: -27204068.000000 Penalty: 6105.299316
	Iteration 48Q: 3 clusters Score -2.720407e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 220867 members 
Entering Unmasked Estep 
Score: -27204098.000000 Penalty: 6105.299316
	Iteration 49Q: 3 clusters Score -2.72041e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 220873 members 
Entering Unmasked Estep 
Score: -27204100.000000 Penalty: 6105.299316
	Iteration 50Q: 3 clusters Score -2.72041e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 220875 members 
Entering Unmasked Estep 
Score: -27204096.000000 Penalty: 6105.299316
	Iteration 51Q: 3 clusters Score -2.72041e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 220876 members 
Entering Unmasked Estep 
Score: -27204100.000000 Penalty: 6105.299316
	Iteration 52Q: 3 clusters Score -2.72041e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 220878 members 
Entering Unmasked Estep 
Score: -27204098.000000 Penalty: 6105.299316
	Iteration 53Q: 3 clusters Score -2.72041e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 220879 members 
Entering Unmasked Estep 
Score: -27204094.000000 Penalty: 6105.299316
	Iteration 54Q: 3 clusters Score -2.720409e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 220878 members 
Entering Unmasked Estep 
Score: -27204098.000000 Penalty: 6105.299316
	Iteration 55Q: 3 clusters Score -2.72041e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 220879 members 
Entering Unmasked Estep 
Score: -27204100.000000 Penalty: 6105.299316
	Iteration 56Q: 3 clusters Score -2.72041e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 220878 members 
Entering Unmasked Estep 
Score: -27204100.000000 Penalty: 6105.299316
	Iteration 57Q: 3 clusters Score -2.72041e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 220878 members 
Entering Unmasked Estep 
Score: -27204102.000000 Penalty: 6105.299316
	Iteration 58Q: 3 clusters Score -2.72041e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 220880 members 
Entering Unmasked Estep 
Score: -27204104.000000 Penalty: 6105.299316
	Iteration 59Q: 3 clusters Score -2.72041e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 220883 members 
Entering Unmasked Estep 
Score: -27204108.000000 Penalty: 6105.299316
	Iteration 60F: 3 clusters Score -2.720411e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 220884 members 
Entering Unmasked Estep 
Score: -27204124.000000 Penalty: 6105.299316
	Iteration 61Q: 3 clusters Score -2.720412e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 220886 members 
Entering Unmasked Estep 
Score: -27204124.000000 Penalty: 6105.299316
	Iteration 62Q: 3 clusters Score -2.720412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 220885 members 
Entering Unmasked Estep 
Score: -27204132.000000 Penalty: 6105.299316
	Iteration 63Q: 3 clusters Score -2.720413e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 220886 members 
Entering Unmasked Estep 
Score: -27204120.000000 Penalty: 6105.299316
	Iteration 64Q: 3 clusters Score -2.720412e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 220888 members 
Entering Unmasked Estep 
Score: -27204124.000000 Penalty: 6105.299316
	Iteration 65Q: 3 clusters Score -2.720412e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 220892 members 
Entering Unmasked Estep 
Score: -27204138.000000 Penalty: 6105.299316
	Iteration 66Q: 3 clusters Score -2.720414e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 220891 members 
Entering Unmasked Estep 
Score: -27204136.000000 Penalty: 6105.299316
	Iteration 67Q: 3 clusters Score -2.720414e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 220891 members 
Entering Unmasked Estep 
Score: -27204136.000000 Penalty: 6105.299316
	Iteration 68F: 3 clusters Score -2.720414e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (170675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170675 members 
Entering Unmasked Estep 
Score: -20656636.000000 Penalty: 2987.784180
	Iteration 0F: 2 clusters Score -2.065664e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85695 members 
Mstep: Class 2 contains 84980 members 
Entering Unmasked Estep 
Score: -20542210.000000 Penalty: 5975.568359
	Iteration 0F: 3 clusters Score -2.054221e+07 nChanged 81676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91291 members 
Mstep: Class 2 contains 79384 members 
Entering Unmasked Estep 
Score: -20590398.000000 Penalty: 5975.568359
	Iteration 1F: 3 clusters Score -2.05904e+07 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95103 members 
Mstep: Class 2 contains 75572 members 
Entering Unmasked Estep 
Score: -20592150.000000 Penalty: 5975.568359
	Iteration 2Q: 3 clusters Score -2.059215e+07 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101002 members 
Mstep: Class 2 contains 69673 members 
Entering Unmasked Estep 
Score: -20594576.000000 Penalty: 5975.568359
	Iteration 3Q: 3 clusters Score -2.059458e+07 nChanged 9330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109872 members 
Mstep: Class 2 contains 60803 members 
Entering Unmasked Estep 
Score: -20599496.000000 Penalty: 5975.568359
	Iteration 4F: 3 clusters Score -2.05995e+07 nChanged 12611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122333 members 
Mstep: Class 2 contains 48342 members 
Entering Unmasked Estep 
Score: -20608008.000000 Penalty: 5975.568359
	Iteration 5F: 3 clusters Score -2.060801e+07 nChanged 15557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137824 members 
Mstep: Class 2 contains 32851 members 
Entering Unmasked Estep 
Score: -20621516.000000 Penalty: 5975.568359
	Iteration 6F: 3 clusters Score -2.062152e+07 nChanged 15250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153050 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -20637118.000000 Penalty: 5975.568359
	Iteration 7F: 3 clusters Score -2.063712e+07 nChanged 10389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163421 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -20647736.000000 Penalty: 5975.568359
	Iteration 8F: 3 clusters Score -2.064774e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167998 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -20652040.000000 Penalty: 5975.568359
	Iteration 9Q: 3 clusters Score -2.065204e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169489 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -20653358.000000 Penalty: 5975.568359
	Iteration 10Q: 3 clusters Score -2.065336e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169955 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -20653842.000000 Penalty: 5975.568359
	Iteration 11Q: 3 clusters Score -2.065384e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170088 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -20654062.000000 Penalty: 5975.568359
	Iteration 12Q: 3 clusters Score -2.065406e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170129 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -20654146.000000 Penalty: 5975.568359
	Iteration 13Q: 3 clusters Score -2.065415e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170153 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -20654226.000000 Penalty: 5975.568359
	Iteration 14Q: 3 clusters Score -2.065423e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170152 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -20654260.000000 Penalty: 5975.568359
	Iteration 15Q: 3 clusters Score -2.065426e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170142 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -20654270.000000 Penalty: 5975.568359
	Iteration 16Q: 3 clusters Score -2.065427e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170126 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -20654304.000000 Penalty: 5975.568359
	Iteration 17Q: 3 clusters Score -2.06543e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170126 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -20654292.000000 Penalty: 5975.568359
	Iteration 18Q: 3 clusters Score -2.065429e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170127 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -20654324.000000 Penalty: 5975.568359
	Iteration 19Q: 3 clusters Score -2.065432e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170125 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -20654338.000000 Penalty: 5975.568359
	Iteration 20F: 3 clusters Score -2.065434e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170120 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -20654324.000000 Penalty: 5975.568359
	Iteration 21Q: 3 clusters Score -2.065432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170119 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -20654318.000000 Penalty: 5975.568359
	Iteration 22Q: 3 clusters Score -2.065432e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170116 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -20654322.000000 Penalty: 5975.568359
	Iteration 23Q: 3 clusters Score -2.065432e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170114 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -20654322.000000 Penalty: 5975.568359
	Iteration 24Q: 3 clusters Score -2.065432e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170108 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -20654346.000000 Penalty: 5975.568359
	Iteration 25Q: 3 clusters Score -2.065435e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170107 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -20654346.000000 Penalty: 5975.568359
	Iteration 26Q: 3 clusters Score -2.065435e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170108 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -20654336.000000 Penalty: 5975.568359
	Iteration 27Q: 3 clusters Score -2.065434e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170109 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -20654348.000000 Penalty: 5975.568359
	Iteration 28Q: 3 clusters Score -2.065435e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170108 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -20654354.000000 Penalty: 5975.568359
	Iteration 29Q: 3 clusters Score -2.065435e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170104 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -20654364.000000 Penalty: 5975.568359
	Iteration 30Q: 3 clusters Score -2.065436e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170102 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -20654364.000000 Penalty: 5975.568359
	Iteration 31Q: 3 clusters Score -2.065436e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170098 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -20654376.000000 Penalty: 5975.568359
	Iteration 32Q: 3 clusters Score -2.065438e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170101 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -20654384.000000 Penalty: 5975.568359
	Iteration 33Q: 3 clusters Score -2.065438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170101 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -20654388.000000 Penalty: 5975.568359
	Iteration 34Q: 3 clusters Score -2.065439e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170101 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -20654388.000000 Penalty: 5975.568359
	Iteration 35Q: 3 clusters Score -2.065439e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170102 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -20654390.000000 Penalty: 5975.568359
	Iteration 36Q: 3 clusters Score -2.065439e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170102 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -20654402.000000 Penalty: 5975.568359
	Iteration 37Q: 3 clusters Score -2.06544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170104 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -20654412.000000 Penalty: 5975.568359
	Iteration 38Q: 3 clusters Score -2.065441e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170104 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -20654412.000000 Penalty: 5975.568359
	Iteration 39F: 3 clusters Score -2.065441e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (10321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Entering Unmasked Estep 
Score: -1203048.000000 Penalty: 2292.000000
	Iteration 0F: 2 clusters Score -1203048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1195221.625000 Penalty: 4584.000000
	Iteration 0F: 3 clusters Score -1195222 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1197653.250000 Penalty: 4584.000000
	Iteration 1F: 3 clusters Score -1197653 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1198047.750000 Penalty: 4584.000000
	Iteration 2F: 3 clusters Score -1198048 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1198358.500000 Penalty: 4584.000000
	Iteration 3F: 3 clusters Score -1198358 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1198630.500000 Penalty: 4584.000000
	Iteration 4Q: 3 clusters Score -1198630 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1198925.625000 Penalty: 4584.000000
	Iteration 5Q: 3 clusters Score -1198926 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1199223.000000 Penalty: 4584.000000
	Iteration 6Q: 3 clusters Score -1199223 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1199553.000000 Penalty: 4584.000000
	Iteration 7Q: 3 clusters Score -1199553 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1199877.625000 Penalty: 4584.000000
	Iteration 8Q: 3 clusters Score -1199878 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1200170.625000 Penalty: 4584.000000
	Iteration 9Q: 3 clusters Score -1200171 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1200436.750000 Penalty: 4584.000000
	Iteration 10Q: 3 clusters Score -1200437 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1200639.125000 Penalty: 4584.000000
	Iteration 11Q: 3 clusters Score -1200639 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1200810.375000 Penalty: 4584.000000
	Iteration 12Q: 3 clusters Score -1200810 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1200952.875000 Penalty: 4584.000000
	Iteration 13Q: 3 clusters Score -1200953 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1201075.250000 Penalty: 4584.000000
	Iteration 14Q: 3 clusters Score -1201075 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1201175.500000 Penalty: 4584.000000
	Iteration 15Q: 3 clusters Score -1201176 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1201237.750000 Penalty: 4584.000000
	Iteration 16Q: 3 clusters Score -1201238 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1201288.625000 Penalty: 4584.000000
	Iteration 17Q: 3 clusters Score -1201289 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1201318.875000 Penalty: 4584.000000
	Iteration 18Q: 3 clusters Score -1201319 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1201347.250000 Penalty: 4584.000000
	Iteration 19Q: 3 clusters Score -1201347 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1201364.250000 Penalty: 4584.000000
	Iteration 20F: 3 clusters Score -1201364 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1201378.000000 Penalty: 4584.000000
	Iteration 21Q: 3 clusters Score -1201378 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1201384.875000 Penalty: 4584.000000
	Iteration 22Q: 3 clusters Score -1201385 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1201390.500000 Penalty: 4584.000000
	Iteration 23Q: 3 clusters Score -1201390 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1201395.250000 Penalty: 4584.000000
	Iteration 24Q: 3 clusters Score -1201395 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1201401.875000 Penalty: 4584.000000
	Iteration 25Q: 3 clusters Score -1201402 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1201408.125000 Penalty: 4584.000000
	Iteration 26Q: 3 clusters Score -1201408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1201411.500000 Penalty: 4584.000000
	Iteration 27Q: 3 clusters Score -1201412 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1201414.625000 Penalty: 4584.000000
	Iteration 28Q: 3 clusters Score -1201415 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1201418.125000 Penalty: 4584.000000
	Iteration 29Q: 3 clusters Score -1201418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1201421.375000 Penalty: 4584.000000
	Iteration 30Q: 3 clusters Score -1201421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1201423.500000 Penalty: 4584.000000
	Iteration 31Q: 3 clusters Score -1201424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1201425.500000 Penalty: 4584.000000
	Iteration 32Q: 3 clusters Score -1201426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1201424.375000 Penalty: 4584.000000
	Iteration 33Q: 3 clusters Score -1201424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1201425.625000 Penalty: 4584.000000
	Iteration 34Q: 3 clusters Score -1201426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1201428.875000 Penalty: 4584.000000
	Iteration 35Q: 3 clusters Score -1201429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1201430.750000 Penalty: 4584.000000
	Iteration 36Q: 3 clusters Score -1201431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1201429.250000 Penalty: 4584.000000
	Iteration 37Q: 3 clusters Score -1201429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1201434.250000 Penalty: 4584.000000
	Iteration 38Q: 3 clusters Score -1201434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1201435.125000 Penalty: 4584.000000
	Iteration 39Q: 3 clusters Score -1201435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1201436.500000 Penalty: 4584.000000
	Iteration 40F: 3 clusters Score -1201436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1201437.125000 Penalty: 4584.000000
	Iteration 41Q: 3 clusters Score -1201437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1201434.250000 Penalty: 4584.000000
	Iteration 42Q: 3 clusters Score -1201434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1201433.875000 Penalty: 4584.000000
	Iteration 43Q: 3 clusters Score -1201434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1201435.750000 Penalty: 4584.000000
	Iteration 44Q: 3 clusters Score -1201436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1201435.750000 Penalty: 4584.000000
	Iteration 45Q: 3 clusters Score -1201436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1201435.750000 Penalty: 4584.000000
	Iteration 46F: 3 clusters Score -1201436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Entering Unmasked Estep 
Score: -106787.960938 Penalty: 1723.802002
	Iteration 0F: 2 clusters Score -106788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -104817.085938 Penalty: 3447.604004
	Iteration 0F: 3 clusters Score -104817.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -105293.492188 Penalty: 3447.604004
	Iteration 1F: 3 clusters Score -105293.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -105639.023438 Penalty: 3447.604004
	Iteration 2F: 3 clusters Score -105639 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -105923.648438 Penalty: 3447.604004
	Iteration 3F: 3 clusters Score -105923.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -106173.898438 Penalty: 3447.604004
	Iteration 4F: 3 clusters Score -106173.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -106310.468750 Penalty: 3447.604004
	Iteration 5Q: 3 clusters Score -106310.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -106469.898438 Penalty: 3447.604004
	Iteration 6Q: 3 clusters Score -106469.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -106576.648438 Penalty: 3447.604004
	Iteration 7Q: 3 clusters Score -106576.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -106685.031250 Penalty: 3447.604004
	Iteration 8Q: 3 clusters Score -106685 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -106776.078125 Penalty: 3447.604004
	Iteration 9Q: 3 clusters Score -106776.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -106849.648438 Penalty: 3447.604004
	Iteration 10Q: 3 clusters Score -106849.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -106901.742188 Penalty: 3447.604004
	Iteration 11Q: 3 clusters Score -106901.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -106938.867188 Penalty: 3447.604004
	Iteration 12Q: 3 clusters Score -106938.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -106951.960938 Penalty: 3447.604004
	Iteration 13Q: 3 clusters Score -106952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -106954.867188 Penalty: 3447.604004
	Iteration 14Q: 3 clusters Score -106954.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -106954.867188 Penalty: 3447.604004
	Iteration 15F: 3 clusters Score -106954.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58551 members 
Mstep: Class 2 contains 156439 members 
Mstep: Class 3 contains 7358 members 
Mstep: Class 4 contains 179864 members 
Mstep: Class 5 contains 11195 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31668 members 
Mstep: Class 8 contains 25936 members 
Mstep: Class 9 contains 187960 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38372 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 10502 members 
Mstep: Class 14 contains 8055 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10544 members 
Mstep: Class 17 contains 69911 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276857 members 
Mstep: Class 22 contains 41068 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283135 members 
Mstep: Class 25 contains 16049 members 
Mstep: Class 26 contains 21604 members 
Mstep: Class 27 contains 16672 members 
Mstep: Class 28 contains 11329 members 
Mstep: Class 29 contains 6344 members 
Mstep: Class 30 contains 38255 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 221698 members 
Mstep: Class 35 contains 170675 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 500 members 
Mstep: Class 38 contains 10938 members 
Mstep: Class 39 contains 544 members 
Entering Unmasked Estep 
Score: -235410256.000000 Penalty: 140280.062500
Splitting cluster 37 changes total score from -235412608.000000 to -235410256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (10938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Entering Unmasked Estep 
Score: -1258867.375000 Penalty: 2306.399658
	Iteration 0F: 2 clusters Score -1258867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1250637.750000 Penalty: 4612.799316
	Iteration 0F: 3 clusters Score -1250638 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1253138.375000 Penalty: 4612.799316
	Iteration 1F: 3 clusters Score -1253138 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1253553.500000 Penalty: 4612.799316
	Iteration 2F: 3 clusters Score -1253554 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1253894.750000 Penalty: 4612.799316
	Iteration 3F: 3 clusters Score -1253895 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1254209.875000 Penalty: 4612.799316
	Iteration 4F: 3 clusters Score -1254210 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1254513.125000 Penalty: 4612.799316
	Iteration 5Q: 3 clusters Score -1254513 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1254788.625000 Penalty: 4612.799316
	Iteration 6Q: 3 clusters Score -1254789 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1255121.000000 Penalty: 4612.799316
	Iteration 7Q: 3 clusters Score -1255121 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1255474.750000 Penalty: 4612.799316
	Iteration 8Q: 3 clusters Score -1255475 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1255819.875000 Penalty: 4612.799316
	Iteration 9Q: 3 clusters Score -1255820 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1256173.875000 Penalty: 4612.799316
	Iteration 10Q: 3 clusters Score -1256174 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1256485.375000 Penalty: 4612.799316
	Iteration 11Q: 3 clusters Score -1256485 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1256762.125000 Penalty: 4612.799316
	Iteration 12Q: 3 clusters Score -1256762 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1257009.875000 Penalty: 4612.799316
	Iteration 13Q: 3 clusters Score -1257010 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1257205.000000 Penalty: 4612.799316
	Iteration 14Q: 3 clusters Score -1257205 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1257326.750000 Penalty: 4612.799316
	Iteration 15Q: 3 clusters Score -1257327 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1257419.000000 Penalty: 4612.799316
	Iteration 16Q: 3 clusters Score -1257419 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1257494.375000 Penalty: 4612.799316
	Iteration 17Q: 3 clusters Score -1257494 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1257562.750000 Penalty: 4612.799316
	Iteration 18Q: 3 clusters Score -1257563 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1257619.250000 Penalty: 4612.799316
	Iteration 19Q: 3 clusters Score -1257619 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1257662.000000 Penalty: 4612.799316
	Iteration 20F: 3 clusters Score -1257662 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1257695.625000 Penalty: 4612.799316
	Iteration 21Q: 3 clusters Score -1257696 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1257720.625000 Penalty: 4612.799316
	Iteration 22Q: 3 clusters Score -1257721 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1257742.375000 Penalty: 4612.799316
	Iteration 23Q: 3 clusters Score -1257742 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1257759.000000 Penalty: 4612.799316
	Iteration 24Q: 3 clusters Score -1257759 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1257767.000000 Penalty: 4612.799316
	Iteration 25Q: 3 clusters Score -1257767 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1257767.875000 Penalty: 4612.799316
	Iteration 26Q: 3 clusters Score -1257768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1257771.125000 Penalty: 4612.799316
	Iteration 27Q: 3 clusters Score -1257771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1257774.750000 Penalty: 4612.799316
	Iteration 28Q: 3 clusters Score -1257775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1257778.875000 Penalty: 4612.799316
	Iteration 29Q: 3 clusters Score -1257779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1257777.500000 Penalty: 4612.799316
	Iteration 30Q: 3 clusters Score -1257778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1257778.125000 Penalty: 4612.799316
	Iteration 31Q: 3 clusters Score -1257778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1257778.125000 Penalty: 4612.799316
	Iteration 32F: 3 clusters Score -1257778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58551 members 
Mstep: Class 2 contains 156439 members 
Mstep: Class 3 contains 7358 members 
Mstep: Class 4 contains 179864 members 
Mstep: Class 5 contains 11195 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31668 members 
Mstep: Class 8 contains 25936 members 
Mstep: Class 9 contains 187960 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38372 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 10502 members 
Mstep: Class 14 contains 8055 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10544 members 
Mstep: Class 17 contains 69911 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276857 members 
Mstep: Class 22 contains 41068 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283135 members 
Mstep: Class 25 contains 16049 members 
Mstep: Class 26 contains 21604 members 
Mstep: Class 27 contains 16672 members 
Mstep: Class 28 contains 11329 members 
Mstep: Class 29 contains 6344 members 
Mstep: Class 30 contains 38255 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 221698 members 
Mstep: Class 35 contains 170675 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412624.000000 Penalty: 136683.125000
Iteration 359Q: 39 clusters Score -2.354126e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58550 members 
Mstep: Class 2 contains 156439 members 
Mstep: Class 3 contains 7358 members 
Mstep: Class 4 contains 179864 members 
Mstep: Class 5 contains 11195 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31668 members 
Mstep: Class 8 contains 25936 members 
Mstep: Class 9 contains 187962 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38372 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 10502 members 
Mstep: Class 14 contains 8055 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10544 members 
Mstep: Class 17 contains 69911 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276854 members 
Mstep: Class 22 contains 41068 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283134 members 
Mstep: Class 25 contains 16049 members 
Mstep: Class 26 contains 21604 members 
Mstep: Class 27 contains 16672 members 
Mstep: Class 28 contains 11329 members 
Mstep: Class 29 contains 6344 members 
Mstep: Class 30 contains 38255 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 221701 members 
Mstep: Class 35 contains 170675 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412624.000000 Penalty: 136683.125000
Iteration 360F: 39 clusters Score -2.354126e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58550 members 
Mstep: Class 2 contains 156439 members 
Mstep: Class 3 contains 7358 members 
Mstep: Class 4 contains 179864 members 
Mstep: Class 5 contains 11195 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31668 members 
Mstep: Class 8 contains 25936 members 
Mstep: Class 9 contains 187964 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38372 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 10502 members 
Mstep: Class 14 contains 8055 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10544 members 
Mstep: Class 17 contains 69911 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276853 members 
Mstep: Class 22 contains 41068 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283133 members 
Mstep: Class 25 contains 16049 members 
Mstep: Class 26 contains 21604 members 
Mstep: Class 27 contains 16672 members 
Mstep: Class 28 contains 11329 members 
Mstep: Class 29 contains 6344 members 
Mstep: Class 30 contains 38255 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 221702 members 
Mstep: Class 35 contains 170674 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412592.000000 Penalty: 136683.125000
Iteration 361Q: 39 clusters Score -2.354126e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58550 members 
Mstep: Class 2 contains 156439 members 
Mstep: Class 3 contains 7358 members 
Mstep: Class 4 contains 179864 members 
Mstep: Class 5 contains 11195 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31668 members 
Mstep: Class 8 contains 25936 members 
Mstep: Class 9 contains 187963 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38372 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 10502 members 
Mstep: Class 14 contains 8055 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10544 members 
Mstep: Class 17 contains 69911 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276852 members 
Mstep: Class 22 contains 41068 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283133 members 
Mstep: Class 25 contains 16049 members 
Mstep: Class 26 contains 21604 members 
Mstep: Class 27 contains 16672 members 
Mstep: Class 28 contains 11329 members 
Mstep: Class 29 contains 6344 members 
Mstep: Class 30 contains 38255 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 221705 members 
Mstep: Class 35 contains 170673 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412528.000000 Penalty: 136683.125000
Iteration 362Q: 39 clusters Score -2.354125e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58550 members 
Mstep: Class 2 contains 156439 members 
Mstep: Class 3 contains 7358 members 
Mstep: Class 4 contains 179864 members 
Mstep: Class 5 contains 11195 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31668 members 
Mstep: Class 8 contains 25936 members 
Mstep: Class 9 contains 187963 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38372 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 10502 members 
Mstep: Class 14 contains 8055 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10544 members 
Mstep: Class 17 contains 69911 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276851 members 
Mstep: Class 22 contains 41068 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283133 members 
Mstep: Class 25 contains 16049 members 
Mstep: Class 26 contains 21604 members 
Mstep: Class 27 contains 16672 members 
Mstep: Class 28 contains 11329 members 
Mstep: Class 29 contains 6344 members 
Mstep: Class 30 contains 38255 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 221706 members 
Mstep: Class 35 contains 170673 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412576.000000 Penalty: 136683.125000
Iteration 363Q: 39 clusters Score -2.354126e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58550 members 
Mstep: Class 2 contains 156439 members 
Mstep: Class 3 contains 7358 members 
Mstep: Class 4 contains 179865 members 
Mstep: Class 5 contains 11195 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31668 members 
Mstep: Class 8 contains 25936 members 
Mstep: Class 9 contains 187963 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38372 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 10502 members 
Mstep: Class 14 contains 8055 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10544 members 
Mstep: Class 17 contains 69911 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276848 members 
Mstep: Class 22 contains 41068 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283133 members 
Mstep: Class 25 contains 16049 members 
Mstep: Class 26 contains 21604 members 
Mstep: Class 27 contains 16673 members 
Mstep: Class 28 contains 11329 members 
Mstep: Class 29 contains 6344 members 
Mstep: Class 30 contains 38255 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 221707 members 
Mstep: Class 35 contains 170673 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412576.000000 Penalty: 136683.125000
Iteration 364Q: 39 clusters Score -2.354126e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58550 members 
Mstep: Class 2 contains 156439 members 
Mstep: Class 3 contains 7358 members 
Mstep: Class 4 contains 179866 members 
Mstep: Class 5 contains 11195 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31668 members 
Mstep: Class 8 contains 25936 members 
Mstep: Class 9 contains 187962 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38372 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 10502 members 
Mstep: Class 14 contains 8055 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10544 members 
Mstep: Class 17 contains 69911 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276846 members 
Mstep: Class 22 contains 41068 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283133 members 
Mstep: Class 25 contains 16049 members 
Mstep: Class 26 contains 21604 members 
Mstep: Class 27 contains 16674 members 
Mstep: Class 28 contains 11329 members 
Mstep: Class 29 contains 6344 members 
Mstep: Class 30 contains 38255 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 221708 members 
Mstep: Class 35 contains 170673 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412576.000000 Penalty: 136683.125000
Iteration 365Q: 39 clusters Score -2.354126e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58550 members 
Mstep: Class 2 contains 156439 members 
Mstep: Class 3 contains 7358 members 
Mstep: Class 4 contains 179868 members 
Mstep: Class 5 contains 11195 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31668 members 
Mstep: Class 8 contains 25936 members 
Mstep: Class 9 contains 187960 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38371 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 10502 members 
Mstep: Class 14 contains 8055 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10544 members 
Mstep: Class 17 contains 69911 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276845 members 
Mstep: Class 22 contains 41068 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283133 members 
Mstep: Class 25 contains 16049 members 
Mstep: Class 26 contains 21604 members 
Mstep: Class 27 contains 16675 members 
Mstep: Class 28 contains 11329 members 
Mstep: Class 29 contains 6344 members 
Mstep: Class 30 contains 38255 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 221710 members 
Mstep: Class 35 contains 170673 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412544.000000 Penalty: 136683.125000
Iteration 366Q: 39 clusters Score -2.354125e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58550 members 
Mstep: Class 2 contains 156439 members 
Mstep: Class 3 contains 7358 members 
Mstep: Class 4 contains 179868 members 
Mstep: Class 5 contains 11195 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31668 members 
Mstep: Class 8 contains 25936 members 
Mstep: Class 9 contains 187958 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38370 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 10502 members 
Mstep: Class 14 contains 8055 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10544 members 
Mstep: Class 17 contains 69911 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276846 members 
Mstep: Class 22 contains 41068 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283133 members 
Mstep: Class 25 contains 16049 members 
Mstep: Class 26 contains 21604 members 
Mstep: Class 27 contains 16674 members 
Mstep: Class 28 contains 11329 members 
Mstep: Class 29 contains 6344 members 
Mstep: Class 30 contains 38255 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 221713 members 
Mstep: Class 35 contains 170673 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412464.000000 Penalty: 136683.125000
Iteration 367Q: 39 clusters Score -2.354125e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58550 members 
Mstep: Class 2 contains 156439 members 
Mstep: Class 3 contains 7358 members 
Mstep: Class 4 contains 179868 members 
Mstep: Class 5 contains 11195 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31668 members 
Mstep: Class 8 contains 25936 members 
Mstep: Class 9 contains 187956 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38370 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 10502 members 
Mstep: Class 14 contains 8055 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10544 members 
Mstep: Class 17 contains 69911 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276845 members 
Mstep: Class 22 contains 41068 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283133 members 
Mstep: Class 25 contains 16049 members 
Mstep: Class 26 contains 21604 members 
Mstep: Class 27 contains 16672 members 
Mstep: Class 28 contains 11329 members 
Mstep: Class 29 contains 6344 members 
Mstep: Class 30 contains 38256 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 221717 members 
Mstep: Class 35 contains 170673 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412464.000000 Penalty: 136683.125000
Iteration 368Q: 39 clusters Score -2.354125e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58550 members 
Mstep: Class 2 contains 156439 members 
Mstep: Class 3 contains 7358 members 
Mstep: Class 4 contains 179867 members 
Mstep: Class 5 contains 11195 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31668 members 
Mstep: Class 8 contains 25936 members 
Mstep: Class 9 contains 187956 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38371 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 10502 members 
Mstep: Class 14 contains 8055 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10544 members 
Mstep: Class 17 contains 69911 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276845 members 
Mstep: Class 22 contains 41069 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283132 members 
Mstep: Class 25 contains 16049 members 
Mstep: Class 26 contains 21604 members 
Mstep: Class 27 contains 16671 members 
Mstep: Class 28 contains 11329 members 
Mstep: Class 29 contains 6344 members 
Mstep: Class 30 contains 38257 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 221717 members 
Mstep: Class 35 contains 170673 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412448.000000 Penalty: 136683.125000
Iteration 369Q: 39 clusters Score -2.354124e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58550 members 
Mstep: Class 2 contains 156439 members 
Mstep: Class 3 contains 7358 members 
Mstep: Class 4 contains 179867 members 
Mstep: Class 5 contains 11195 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31668 members 
Mstep: Class 8 contains 25936 members 
Mstep: Class 9 contains 187957 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38371 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 10502 members 
Mstep: Class 14 contains 8055 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10544 members 
Mstep: Class 17 contains 69911 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276841 members 
Mstep: Class 22 contains 41069 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283133 members 
Mstep: Class 25 contains 16048 members 
Mstep: Class 26 contains 21604 members 
Mstep: Class 27 contains 16670 members 
Mstep: Class 28 contains 11329 members 
Mstep: Class 29 contains 6344 members 
Mstep: Class 30 contains 38258 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 221720 members 
Mstep: Class 35 contains 170673 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412480.000000 Penalty: 136683.125000
Iteration 370Q: 39 clusters Score -2.354125e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58550 members 
Mstep: Class 2 contains 156439 members 
Mstep: Class 3 contains 7358 members 
Mstep: Class 4 contains 179867 members 
Mstep: Class 5 contains 11195 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31668 members 
Mstep: Class 8 contains 25936 members 
Mstep: Class 9 contains 187957 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38371 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 10502 members 
Mstep: Class 14 contains 8055 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10542 members 
Mstep: Class 17 contains 69911 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276841 members 
Mstep: Class 22 contains 41069 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283133 members 
Mstep: Class 25 contains 16048 members 
Mstep: Class 26 contains 21604 members 
Mstep: Class 27 contains 16670 members 
Mstep: Class 28 contains 11329 members 
Mstep: Class 29 contains 6344 members 
Mstep: Class 30 contains 38260 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 221720 members 
Mstep: Class 35 contains 170673 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412512.000000 Penalty: 136683.125000
Iteration 371Q: 39 clusters Score -2.354125e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58550 members 
Mstep: Class 2 contains 156439 members 
Mstep: Class 3 contains 7358 members 
Mstep: Class 4 contains 179867 members 
Mstep: Class 5 contains 11195 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31668 members 
Mstep: Class 8 contains 25937 members 
Mstep: Class 9 contains 187957 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38371 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 10502 members 
Mstep: Class 14 contains 8055 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10541 members 
Mstep: Class 17 contains 69911 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276839 members 
Mstep: Class 22 contains 41068 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283133 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21604 members 
Mstep: Class 27 contains 16670 members 
Mstep: Class 28 contains 11329 members 
Mstep: Class 29 contains 6344 members 
Mstep: Class 30 contains 38262 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 221722 members 
Mstep: Class 35 contains 170673 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412576.000000 Penalty: 136683.125000
Iteration 372Q: 39 clusters Score -2.354126e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58550 members 
Mstep: Class 2 contains 156439 members 
Mstep: Class 3 contains 7358 members 
Mstep: Class 4 contains 179867 members 
Mstep: Class 5 contains 11195 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31668 members 
Mstep: Class 8 contains 25940 members 
Mstep: Class 9 contains 187956 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38371 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 10502 members 
Mstep: Class 14 contains 8055 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10540 members 
Mstep: Class 17 contains 69911 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276839 members 
Mstep: Class 22 contains 41067 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283132 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21604 members 
Mstep: Class 27 contains 16670 members 
Mstep: Class 28 contains 11329 members 
Mstep: Class 29 contains 6344 members 
Mstep: Class 30 contains 38262 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 221722 members 
Mstep: Class 35 contains 170674 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412512.000000 Penalty: 136683.125000
Iteration 373Q: 39 clusters Score -2.354125e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58550 members 
Mstep: Class 2 contains 156440 members 
Mstep: Class 3 contains 7358 members 
Mstep: Class 4 contains 179865 members 
Mstep: Class 5 contains 11195 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31668 members 
Mstep: Class 8 contains 25941 members 
Mstep: Class 9 contains 187957 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38371 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 10502 members 
Mstep: Class 14 contains 8055 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10540 members 
Mstep: Class 17 contains 69911 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276837 members 
Mstep: Class 22 contains 41066 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283130 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21604 members 
Mstep: Class 27 contains 16670 members 
Mstep: Class 28 contains 11329 members 
Mstep: Class 29 contains 6344 members 
Mstep: Class 30 contains 38263 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 221726 members 
Mstep: Class 35 contains 170673 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412496.000000 Penalty: 136683.125000
Iteration 374Q: 39 clusters Score -2.354125e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58550 members 
Mstep: Class 2 contains 156441 members 
Mstep: Class 3 contains 7358 members 
Mstep: Class 4 contains 179865 members 
Mstep: Class 5 contains 11195 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31668 members 
Mstep: Class 8 contains 25941 members 
Mstep: Class 9 contains 187957 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38371 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 10502 members 
Mstep: Class 14 contains 8055 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10540 members 
Mstep: Class 17 contains 69912 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276836 members 
Mstep: Class 22 contains 41066 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283130 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21604 members 
Mstep: Class 27 contains 16670 members 
Mstep: Class 28 contains 11329 members 
Mstep: Class 29 contains 6344 members 
Mstep: Class 30 contains 38262 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 221726 members 
Mstep: Class 35 contains 170673 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412480.000000 Penalty: 136683.125000
Iteration 375Q: 39 clusters Score -2.354125e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58550 members 
Mstep: Class 2 contains 156442 members 
Mstep: Class 3 contains 7358 members 
Mstep: Class 4 contains 179865 members 
Mstep: Class 5 contains 11195 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31668 members 
Mstep: Class 8 contains 25941 members 
Mstep: Class 9 contains 187959 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38370 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 10502 members 
Mstep: Class 14 contains 8055 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10540 members 
Mstep: Class 17 contains 69912 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276836 members 
Mstep: Class 22 contains 41066 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283129 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21604 members 
Mstep: Class 27 contains 16670 members 
Mstep: Class 28 contains 11329 members 
Mstep: Class 29 contains 6344 members 
Mstep: Class 30 contains 38261 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 221726 members 
Mstep: Class 35 contains 170673 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412528.000000 Penalty: 136683.125000
Iteration 376Q: 39 clusters Score -2.354125e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58550 members 
Mstep: Class 2 contains 156442 members 
Mstep: Class 3 contains 7358 members 
Mstep: Class 4 contains 179865 members 
Mstep: Class 5 contains 11195 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31668 members 
Mstep: Class 8 contains 25941 members 
Mstep: Class 9 contains 187959 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38370 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 10502 members 
Mstep: Class 14 contains 8055 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10540 members 
Mstep: Class 17 contains 69912 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276834 members 
Mstep: Class 22 contains 41066 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283129 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21604 members 
Mstep: Class 27 contains 16670 members 
Mstep: Class 28 contains 11329 members 
Mstep: Class 29 contains 6344 members 
Mstep: Class 30 contains 38261 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 221728 members 
Mstep: Class 35 contains 170673 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412544.000000 Penalty: 136683.125000
Iteration 377Q: 39 clusters Score -2.354125e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58550 members 
Mstep: Class 2 contains 156442 members 
Mstep: Class 3 contains 7358 members 
Mstep: Class 4 contains 179866 members 
Mstep: Class 5 contains 11195 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31668 members 
Mstep: Class 8 contains 25941 members 
Mstep: Class 9 contains 187959 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38372 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 10502 members 
Mstep: Class 14 contains 8055 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10540 members 
Mstep: Class 17 contains 69912 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276830 members 
Mstep: Class 22 contains 41066 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283129 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21604 members 
Mstep: Class 27 contains 16670 members 
Mstep: Class 28 contains 11329 members 
Mstep: Class 29 contains 6344 members 
Mstep: Class 30 contains 38261 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 221729 members 
Mstep: Class 35 contains 170673 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412480.000000 Penalty: 136683.125000
Iteration 378Q: 39 clusters Score -2.354125e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58550 members 
Mstep: Class 2 contains 156442 members 
Mstep: Class 3 contains 7358 members 
Mstep: Class 4 contains 179866 members 
Mstep: Class 5 contains 11195 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31668 members 
Mstep: Class 8 contains 25941 members 
Mstep: Class 9 contains 187959 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38374 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 8055 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10540 members 
Mstep: Class 17 contains 69913 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276825 members 
Mstep: Class 22 contains 41066 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283129 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21604 members 
Mstep: Class 27 contains 16670 members 
Mstep: Class 28 contains 11329 members 
Mstep: Class 29 contains 6344 members 
Mstep: Class 30 contains 38260 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 221731 members 
Mstep: Class 35 contains 170673 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412480.000000 Penalty: 136683.125000
Iteration 379Q: 39 clusters Score -2.354125e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58549 members 
Mstep: Class 2 contains 156442 members 
Mstep: Class 3 contains 7359 members 
Mstep: Class 4 contains 179867 members 
Mstep: Class 5 contains 11194 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31668 members 
Mstep: Class 8 contains 25941 members 
Mstep: Class 9 contains 187959 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38375 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 8055 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10540 members 
Mstep: Class 17 contains 69914 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276821 members 
Mstep: Class 22 contains 41066 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283129 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21604 members 
Mstep: Class 27 contains 16670 members 
Mstep: Class 28 contains 11329 members 
Mstep: Class 29 contains 6344 members 
Mstep: Class 30 contains 38259 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 221734 members 
Mstep: Class 35 contains 170673 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412448.000000 Penalty: 136683.125000
Iteration 380F: 39 clusters Score -2.354124e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58548 members 
Mstep: Class 2 contains 156442 members 
Mstep: Class 3 contains 7359 members 
Mstep: Class 4 contains 179866 members 
Mstep: Class 5 contains 11193 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31668 members 
Mstep: Class 8 contains 25941 members 
Mstep: Class 9 contains 187956 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38378 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 8055 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10540 members 
Mstep: Class 17 contains 69915 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276819 members 
Mstep: Class 22 contains 41066 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283130 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21605 members 
Mstep: Class 27 contains 16670 members 
Mstep: Class 28 contains 11329 members 
Mstep: Class 29 contains 6344 members 
Mstep: Class 30 contains 38259 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 221736 members 
Mstep: Class 35 contains 170673 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412480.000000 Penalty: 136683.125000
Iteration 381Q: 39 clusters Score -2.354125e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58547 members 
Mstep: Class 2 contains 156442 members 
Mstep: Class 3 contains 7359 members 
Mstep: Class 4 contains 179868 members 
Mstep: Class 5 contains 11193 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31668 members 
Mstep: Class 8 contains 25942 members 
Mstep: Class 9 contains 187957 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38379 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 8055 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10540 members 
Mstep: Class 17 contains 69915 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12389 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276810 members 
Mstep: Class 22 contains 41066 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283131 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21605 members 
Mstep: Class 27 contains 16669 members 
Mstep: Class 28 contains 11329 members 
Mstep: Class 29 contains 6345 members 
Mstep: Class 30 contains 38259 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 221739 members 
Mstep: Class 35 contains 170673 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412432.000000 Penalty: 136683.125000
Iteration 382Q: 39 clusters Score -2.354124e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58547 members 
Mstep: Class 2 contains 156442 members 
Mstep: Class 3 contains 7359 members 
Mstep: Class 4 contains 179866 members 
Mstep: Class 5 contains 11193 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31668 members 
Mstep: Class 8 contains 25943 members 
Mstep: Class 9 contains 187955 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38378 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 8055 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10540 members 
Mstep: Class 17 contains 69915 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12389 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276816 members 
Mstep: Class 22 contains 41066 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283130 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21605 members 
Mstep: Class 27 contains 16668 members 
Mstep: Class 28 contains 11329 members 
Mstep: Class 29 contains 6345 members 
Mstep: Class 30 contains 38259 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 221739 members 
Mstep: Class 35 contains 170673 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412448.000000 Penalty: 136683.125000
Iteration 383Q: 39 clusters Score -2.354124e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58547 members 
Mstep: Class 2 contains 156442 members 
Mstep: Class 3 contains 7359 members 
Mstep: Class 4 contains 179870 members 
Mstep: Class 5 contains 11193 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31668 members 
Mstep: Class 8 contains 25945 members 
Mstep: Class 9 contains 187954 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38378 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 8055 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10540 members 
Mstep: Class 17 contains 69912 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12389 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276815 members 
Mstep: Class 22 contains 41066 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283130 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21605 members 
Mstep: Class 27 contains 16669 members 
Mstep: Class 28 contains 11329 members 
Mstep: Class 29 contains 6345 members 
Mstep: Class 30 contains 38259 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 221738 members 
Mstep: Class 35 contains 170672 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412368.000000 Penalty: 136683.125000
Iteration 384Q: 39 clusters Score -2.354124e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58547 members 
Mstep: Class 2 contains 156442 members 
Mstep: Class 3 contains 7359 members 
Mstep: Class 4 contains 179870 members 
Mstep: Class 5 contains 11193 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31668 members 
Mstep: Class 8 contains 25946 members 
Mstep: Class 9 contains 187952 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38380 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 8055 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10539 members 
Mstep: Class 17 contains 69911 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12389 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276819 members 
Mstep: Class 22 contains 41066 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283128 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21605 members 
Mstep: Class 27 contains 16670 members 
Mstep: Class 28 contains 11329 members 
Mstep: Class 29 contains 6345 members 
Mstep: Class 30 contains 38259 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 221735 members 
Mstep: Class 35 contains 170673 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412464.000000 Penalty: 136683.125000
Iteration 385Q: 39 clusters Score -2.354125e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58547 members 
Mstep: Class 2 contains 156442 members 
Mstep: Class 3 contains 7359 members 
Mstep: Class 4 contains 179868 members 
Mstep: Class 5 contains 11193 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31668 members 
Mstep: Class 8 contains 25946 members 
Mstep: Class 9 contains 187950 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38382 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 8055 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10538 members 
Mstep: Class 17 contains 69909 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12389 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276826 members 
Mstep: Class 22 contains 41066 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283130 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21605 members 
Mstep: Class 27 contains 16670 members 
Mstep: Class 28 contains 11329 members 
Mstep: Class 29 contains 6345 members 
Mstep: Class 30 contains 38260 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 221730 members 
Mstep: Class 35 contains 170673 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412464.000000 Penalty: 136683.125000
Iteration 386Q: 39 clusters Score -2.354125e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58547 members 
Mstep: Class 2 contains 156442 members 
Mstep: Class 3 contains 7359 members 
Mstep: Class 4 contains 179867 members 
Mstep: Class 5 contains 11193 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31668 members 
Mstep: Class 8 contains 25948 members 
Mstep: Class 9 contains 187952 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38381 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 8055 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10537 members 
Mstep: Class 17 contains 69907 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12389 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276829 members 
Mstep: Class 22 contains 41065 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283130 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21605 members 
Mstep: Class 27 contains 16670 members 
Mstep: Class 28 contains 11329 members 
Mstep: Class 29 contains 6345 members 
Mstep: Class 30 contains 38261 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 221729 members 
Mstep: Class 35 contains 170672 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412416.000000 Penalty: 136683.125000
Iteration 387Q: 39 clusters Score -2.354124e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58547 members 
Mstep: Class 2 contains 156441 members 
Mstep: Class 3 contains 7359 members 
Mstep: Class 4 contains 179868 members 
Mstep: Class 5 contains 11193 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31668 members 
Mstep: Class 8 contains 25951 members 
Mstep: Class 9 contains 187951 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38381 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 8055 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10536 members 
Mstep: Class 17 contains 69902 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12389 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276830 members 
Mstep: Class 22 contains 41065 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283134 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21605 members 
Mstep: Class 27 contains 16670 members 
Mstep: Class 28 contains 11329 members 
Mstep: Class 29 contains 6345 members 
Mstep: Class 30 contains 38261 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 221729 members 
Mstep: Class 35 contains 170671 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412576.000000 Penalty: 136683.125000
Iteration 388Q: 39 clusters Score -2.354126e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58545 members 
Mstep: Class 2 contains 156441 members 
Mstep: Class 3 contains 7359 members 
Mstep: Class 4 contains 179870 members 
Mstep: Class 5 contains 11193 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31666 members 
Mstep: Class 8 contains 25952 members 
Mstep: Class 9 contains 187949 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38381 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 8055 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10535 members 
Mstep: Class 17 contains 69899 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12389 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276833 members 
Mstep: Class 22 contains 41066 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283142 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21605 members 
Mstep: Class 27 contains 16670 members 
Mstep: Class 28 contains 11329 members 
Mstep: Class 29 contains 6345 members 
Mstep: Class 30 contains 38262 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 221723 members 
Mstep: Class 35 contains 170671 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412480.000000 Penalty: 136683.125000
Iteration 389Q: 39 clusters Score -2.354125e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58545 members 
Mstep: Class 2 contains 156441 members 
Mstep: Class 3 contains 7359 members 
Mstep: Class 4 contains 179872 members 
Mstep: Class 5 contains 11193 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31665 members 
Mstep: Class 8 contains 25951 members 
Mstep: Class 9 contains 187947 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38383 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 8055 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10536 members 
Mstep: Class 17 contains 69896 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12389 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276830 members 
Mstep: Class 22 contains 41065 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283149 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21605 members 
Mstep: Class 27 contains 16670 members 
Mstep: Class 28 contains 11329 members 
Mstep: Class 29 contains 6345 members 
Mstep: Class 30 contains 38261 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 221722 members 
Mstep: Class 35 contains 170672 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412528.000000 Penalty: 136683.125000
Iteration 390Q: 39 clusters Score -2.354125e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58545 members 
Mstep: Class 2 contains 156441 members 
Mstep: Class 3 contains 7359 members 
Mstep: Class 4 contains 179873 members 
Mstep: Class 5 contains 11193 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31665 members 
Mstep: Class 8 contains 25951 members 
Mstep: Class 9 contains 187947 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38383 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 8055 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10535 members 
Mstep: Class 17 contains 69895 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12389 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276828 members 
Mstep: Class 22 contains 41065 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283151 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21605 members 
Mstep: Class 27 contains 16670 members 
Mstep: Class 28 contains 11329 members 
Mstep: Class 29 contains 6345 members 
Mstep: Class 30 contains 38262 members 
Mstep: Class 31 contains 2846 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 221722 members 
Mstep: Class 35 contains 170673 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412512.000000 Penalty: 136683.125000
Iteration 391Q: 39 clusters Score -2.354125e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58545 members 
Mstep: Class 2 contains 156441 members 
Mstep: Class 3 contains 7359 members 
Mstep: Class 4 contains 179871 members 
Mstep: Class 5 contains 11193 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31665 members 
Mstep: Class 8 contains 25951 members 
Mstep: Class 9 contains 187947 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38383 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 8055 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10534 members 
Mstep: Class 17 contains 69897 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12389 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276831 members 
Mstep: Class 22 contains 41065 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283150 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21605 members 
Mstep: Class 27 contains 16670 members 
Mstep: Class 28 contains 11329 members 
Mstep: Class 29 contains 6345 members 
Mstep: Class 30 contains 38262 members 
Mstep: Class 31 contains 2845 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 221722 members 
Mstep: Class 35 contains 170673 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412448.000000 Penalty: 136683.125000
Iteration 392Q: 39 clusters Score -2.354124e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58546 members 
Mstep: Class 2 contains 156441 members 
Mstep: Class 3 contains 7359 members 
Mstep: Class 4 contains 179869 members 
Mstep: Class 5 contains 11193 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31665 members 
Mstep: Class 8 contains 25951 members 
Mstep: Class 9 contains 187946 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38383 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 8055 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10534 members 
Mstep: Class 17 contains 69898 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12389 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276834 members 
Mstep: Class 22 contains 41065 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283148 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21605 members 
Mstep: Class 27 contains 16670 members 
Mstep: Class 28 contains 11329 members 
Mstep: Class 29 contains 6344 members 
Mstep: Class 30 contains 38261 members 
Mstep: Class 31 contains 2846 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 221723 members 
Mstep: Class 35 contains 170673 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412528.000000 Penalty: 136683.125000
Iteration 393Q: 39 clusters Score -2.354125e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58546 members 
Mstep: Class 2 contains 156441 members 
Mstep: Class 3 contains 7359 members 
Mstep: Class 4 contains 179870 members 
Mstep: Class 5 contains 11193 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31664 members 
Mstep: Class 8 contains 25951 members 
Mstep: Class 9 contains 187945 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38384 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 8055 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10536 members 
Mstep: Class 17 contains 69899 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12389 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276834 members 
Mstep: Class 22 contains 41065 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283149 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21605 members 
Mstep: Class 27 contains 16670 members 
Mstep: Class 28 contains 11329 members 
Mstep: Class 29 contains 6344 members 
Mstep: Class 30 contains 38259 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 221721 members 
Mstep: Class 35 contains 170671 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412528.000000 Penalty: 136683.125000
Iteration 394Q: 39 clusters Score -2.354125e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58546 members 
Mstep: Class 2 contains 156441 members 
Mstep: Class 3 contains 7359 members 
Mstep: Class 4 contains 179870 members 
Mstep: Class 5 contains 11193 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31662 members 
Mstep: Class 8 contains 25951 members 
Mstep: Class 9 contains 187945 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38383 members 
Mstep: Class 12 contains 8774 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 8056 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10536 members 
Mstep: Class 17 contains 69900 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12389 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276835 members 
Mstep: Class 22 contains 41065 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283151 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21605 members 
Mstep: Class 27 contains 16670 members 
Mstep: Class 28 contains 11329 members 
Mstep: Class 29 contains 6345 members 
Mstep: Class 30 contains 38256 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 221720 members 
Mstep: Class 35 contains 170670 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412496.000000 Penalty: 136683.125000
Iteration 395Q: 39 clusters Score -2.354125e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58546 members 
Mstep: Class 2 contains 156441 members 
Mstep: Class 3 contains 7360 members 
Mstep: Class 4 contains 179870 members 
Mstep: Class 5 contains 11193 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31658 members 
Mstep: Class 8 contains 25950 members 
Mstep: Class 9 contains 187945 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38382 members 
Mstep: Class 12 contains 8773 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 8057 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10538 members 
Mstep: Class 17 contains 69900 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12389 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276835 members 
Mstep: Class 22 contains 41065 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283154 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21605 members 
Mstep: Class 27 contains 16670 members 
Mstep: Class 28 contains 11330 members 
Mstep: Class 29 contains 6345 members 
Mstep: Class 30 contains 38252 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 221719 members 
Mstep: Class 35 contains 170671 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412640.000000 Penalty: 136683.125000
Iteration 396Q: 39 clusters Score -2.354126e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58546 members 
Mstep: Class 2 contains 156441 members 
Mstep: Class 3 contains 7360 members 
Mstep: Class 4 contains 179871 members 
Mstep: Class 5 contains 11193 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31656 members 
Mstep: Class 8 contains 25950 members 
Mstep: Class 9 contains 187944 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38382 members 
Mstep: Class 12 contains 8772 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 8057 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10538 members 
Mstep: Class 17 contains 69900 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12389 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276833 members 
Mstep: Class 22 contains 41065 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283156 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21605 members 
Mstep: Class 27 contains 16670 members 
Mstep: Class 28 contains 11331 members 
Mstep: Class 29 contains 6345 members 
Mstep: Class 30 contains 38252 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 221722 members 
Mstep: Class 35 contains 170670 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412688.000000 Penalty: 136683.125000
Iteration 397Q: 39 clusters Score -2.354127e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58546 members 
Mstep: Class 2 contains 156440 members 
Mstep: Class 3 contains 7360 members 
Mstep: Class 4 contains 179871 members 
Mstep: Class 5 contains 11193 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31655 members 
Mstep: Class 8 contains 25949 members 
Mstep: Class 9 contains 187942 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38381 members 
Mstep: Class 12 contains 8773 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 8057 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10540 members 
Mstep: Class 17 contains 69901 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12389 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276833 members 
Mstep: Class 22 contains 41065 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283158 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21605 members 
Mstep: Class 27 contains 16670 members 
Mstep: Class 28 contains 11332 members 
Mstep: Class 29 contains 6345 members 
Mstep: Class 30 contains 38251 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 221724 members 
Mstep: Class 35 contains 170669 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412688.000000 Penalty: 136683.125000
Iteration 398Q: 39 clusters Score -2.354127e+08 nChanged 12
Entering ConstructFrom: 
Score: -235412688.000000 Penalty: 136683.125000
Entering ConstructFrom: 
Trying to split cluster 1 (58545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58545 members 
Entering Unmasked Estep 
Score: -7141967.000000 Penalty: 2722.432617
	Iteration 0F: 2 clusters Score -7141967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29406 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -7102669.500000 Penalty: 5444.865234
	Iteration 0F: 3 clusters Score -7102670 nChanged 27156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -7117857.500000 Penalty: 5444.865234
	Iteration 1F: 3 clusters Score -7117858 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -7118892.500000 Penalty: 5444.865234
	Iteration 2Q: 3 clusters Score -7118892 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33871 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -7120390.500000 Penalty: 5444.865234
	Iteration 3F: 3 clusters Score -7120390 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36530 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -7122928.000000 Penalty: 5444.865234
	Iteration 4F: 3 clusters Score -7122928 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39955 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -7126201.500000 Penalty: 5444.865234
	Iteration 5F: 3 clusters Score -7126202 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43725 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -7129786.000000 Penalty: 5444.865234
	Iteration 6F: 3 clusters Score -7129786 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47300 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -7133231.500000 Penalty: 5444.865234
	Iteration 7F: 3 clusters Score -7133232 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50211 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -7135901.000000 Penalty: 5444.865234
	Iteration 8F: 3 clusters Score -7135901 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52269 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -7137745.000000 Penalty: 5444.865234
	Iteration 9Q: 3 clusters Score -7137745 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53525 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -7138841.000000 Penalty: 5444.865234
	Iteration 10Q: 3 clusters Score -7138841 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54318 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -7139410.000000 Penalty: 5444.865234
	Iteration 11Q: 3 clusters Score -7139410 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54882 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -7139761.000000 Penalty: 5444.865234
	Iteration 12Q: 3 clusters Score -7139761 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55297 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -7139974.500000 Penalty: 5444.865234
	Iteration 13Q: 3 clusters Score -7139974 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55636 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -7140150.000000 Penalty: 5444.865234
	Iteration 14Q: 3 clusters Score -7140150 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55904 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -7140250.500000 Penalty: 5444.865234
	Iteration 15Q: 3 clusters Score -7140250 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56092 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -7140342.000000 Penalty: 5444.865234
	Iteration 16Q: 3 clusters Score -7140342 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56245 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -7140399.000000 Penalty: 5444.865234
	Iteration 17Q: 3 clusters Score -7140399 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56359 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -7140441.500000 Penalty: 5444.865234
	Iteration 18Q: 3 clusters Score -7140442 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56445 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -7140453.500000 Penalty: 5444.865234
	Iteration 19Q: 3 clusters Score -7140454 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56506 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -7140467.000000 Penalty: 5444.865234
	Iteration 20F: 3 clusters Score -7140467 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56549 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -7140476.000000 Penalty: 5444.865234
	Iteration 21Q: 3 clusters Score -7140476 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56590 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -7140493.000000 Penalty: 5444.865234
	Iteration 22Q: 3 clusters Score -7140493 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56631 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -7140495.000000 Penalty: 5444.865234
	Iteration 23Q: 3 clusters Score -7140495 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56662 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -7140503.000000 Penalty: 5444.865234
	Iteration 24Q: 3 clusters Score -7140503 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56686 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -7140510.500000 Penalty: 5444.865234
	Iteration 25Q: 3 clusters Score -7140510 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56714 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -7140521.000000 Penalty: 5444.865234
	Iteration 26Q: 3 clusters Score -7140521 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56745 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -7140526.500000 Penalty: 5444.865234
	Iteration 27Q: 3 clusters Score -7140526 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56767 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -7140518.500000 Penalty: 5444.865234
	Iteration 28Q: 3 clusters Score -7140518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56788 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -7140537.000000 Penalty: 5444.865234
	Iteration 29Q: 3 clusters Score -7140537 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56802 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -7140536.000000 Penalty: 5444.865234
	Iteration 30Q: 3 clusters Score -7140536 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56825 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -7140533.000000 Penalty: 5444.865234
	Iteration 31Q: 3 clusters Score -7140533 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56846 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -7140549.000000 Penalty: 5444.865234
	Iteration 32Q: 3 clusters Score -7140549 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56862 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -7140556.000000 Penalty: 5444.865234
	Iteration 33Q: 3 clusters Score -7140556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56878 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -7140560.500000 Penalty: 5444.865234
	Iteration 34Q: 3 clusters Score -7140560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56893 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -7140557.500000 Penalty: 5444.865234
	Iteration 35Q: 3 clusters Score -7140558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56905 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -7140561.500000 Penalty: 5444.865234
	Iteration 36Q: 3 clusters Score -7140562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56913 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -7140566.000000 Penalty: 5444.865234
	Iteration 37Q: 3 clusters Score -7140566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56920 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -7140561.000000 Penalty: 5444.865234
	Iteration 38Q: 3 clusters Score -7140561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56923 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -7140563.500000 Penalty: 5444.865234
	Iteration 39Q: 3 clusters Score -7140564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56925 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -7140568.000000 Penalty: 5444.865234
	Iteration 40F: 3 clusters Score -7140568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56926 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -7140567.500000 Penalty: 5444.865234
	Iteration 41Q: 3 clusters Score -7140568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56927 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -7140566.500000 Penalty: 5444.865234
	Iteration 42Q: 3 clusters Score -7140566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56928 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -7140565.500000 Penalty: 5444.865234
	Iteration 43Q: 3 clusters Score -7140566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56930 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -7140565.000000 Penalty: 5444.865234
	Iteration 44Q: 3 clusters Score -7140565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56934 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -7140559.500000 Penalty: 5444.865234
	Iteration 45Q: 3 clusters Score -7140560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56937 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -7140566.500000 Penalty: 5444.865234
	Iteration 46Q: 3 clusters Score -7140566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56942 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -7140570.000000 Penalty: 5444.865234
	Iteration 47Q: 3 clusters Score -7140570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56949 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -7140559.500000 Penalty: 5444.865234
	Iteration 48Q: 3 clusters Score -7140560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56954 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -7140564.500000 Penalty: 5444.865234
	Iteration 49Q: 3 clusters Score -7140564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56959 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -7140568.000000 Penalty: 5444.865234
	Iteration 50Q: 3 clusters Score -7140568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56967 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -7140579.000000 Penalty: 5444.865234
	Iteration 51Q: 3 clusters Score -7140579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56973 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -7140581.000000 Penalty: 5444.865234
	Iteration 52Q: 3 clusters Score -7140581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56978 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -7140578.500000 Penalty: 5444.865234
	Iteration 53Q: 3 clusters Score -7140578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56980 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -7140576.500000 Penalty: 5444.865234
	Iteration 54Q: 3 clusters Score -7140576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56982 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -7140579.500000 Penalty: 5444.865234
	Iteration 55Q: 3 clusters Score -7140580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56983 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -7140584.000000 Penalty: 5444.865234
	Iteration 56Q: 3 clusters Score -7140584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56984 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -7140581.500000 Penalty: 5444.865234
	Iteration 57Q: 3 clusters Score -7140582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56984 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -7140581.500000 Penalty: 5444.865234
	Iteration 58F: 3 clusters Score -7140582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (156440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156440 members 
Entering Unmasked Estep 
Score: -19084626.000000 Penalty: 2966.186279
	Iteration 0F: 2 clusters Score -1.908463e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78614 members 
Mstep: Class 2 contains 77826 members 
Entering Unmasked Estep 
Score: -18979978.000000 Penalty: 5932.372559
	Iteration 0F: 3 clusters Score -1.897998e+07 nChanged 74706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85280 members 
Mstep: Class 2 contains 71160 members 
Entering Unmasked Estep 
Score: -19024310.000000 Penalty: 5932.372559
	Iteration 1F: 3 clusters Score -1.902431e+07 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89920 members 
Mstep: Class 2 contains 66520 members 
Entering Unmasked Estep 
Score: -19026598.000000 Penalty: 5932.372559
	Iteration 2Q: 3 clusters Score -1.90266e+07 nChanged 8133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96983 members 
Mstep: Class 2 contains 59457 members 
Entering Unmasked Estep 
Score: -19030502.000000 Penalty: 5932.372559
	Iteration 3F: 3 clusters Score -1.90305e+07 nChanged 10784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107087 members 
Mstep: Class 2 contains 49353 members 
Entering Unmasked Estep 
Score: -19037266.000000 Penalty: 5932.372559
	Iteration 4F: 3 clusters Score -1.903727e+07 nChanged 13080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119801 members 
Mstep: Class 2 contains 36639 members 
Entering Unmasked Estep 
Score: -19047856.000000 Penalty: 5932.372559
	Iteration 5F: 3 clusters Score -1.904786e+07 nChanged 13551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133166 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -19060294.000000 Penalty: 5932.372559
	Iteration 6F: 3 clusters Score -1.906029e+07 nChanged 10889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144003 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -19070684.000000 Penalty: 5932.372559
	Iteration 7F: 3 clusters Score -1.907068e+07 nChanged 6861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150846 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -19077150.000000 Penalty: 5932.372559
	Iteration 8Q: 3 clusters Score -1.907715e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154160 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -19080122.000000 Penalty: 5932.372559
	Iteration 9Q: 3 clusters Score -1.908012e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155442 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -19081228.000000 Penalty: 5932.372559
	Iteration 10Q: 3 clusters Score -1.908123e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155894 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -19081712.000000 Penalty: 5932.372559
	Iteration 11Q: 3 clusters Score -1.908171e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156034 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -19081864.000000 Penalty: 5932.372559
	Iteration 12Q: 3 clusters Score -1.908186e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156080 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -19081912.000000 Penalty: 5932.372559
	Iteration 13Q: 3 clusters Score -1.908191e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156107 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -19081948.000000 Penalty: 5932.372559
	Iteration 14Q: 3 clusters Score -1.908195e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156120 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -19081960.000000 Penalty: 5932.372559
	Iteration 15Q: 3 clusters Score -1.908196e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156124 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -19081964.000000 Penalty: 5932.372559
	Iteration 16Q: 3 clusters Score -1.908196e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156133 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -19081990.000000 Penalty: 5932.372559
	Iteration 17Q: 3 clusters Score -1.908199e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156138 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -19082002.000000 Penalty: 5932.372559
	Iteration 18Q: 3 clusters Score -1.9082e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156140 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -19082016.000000 Penalty: 5932.372559
	Iteration 19Q: 3 clusters Score -1.908202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156143 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -19082010.000000 Penalty: 5932.372559
	Iteration 20F: 3 clusters Score -1.908201e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Entering Unmasked Estep 
Score: -791031.562500 Penalty: 2208.146240
	Iteration 0F: 2 clusters Score -791031.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -785020.625000 Penalty: 4416.292480
	Iteration 0F: 3 clusters Score -785020.6 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -786792.000000 Penalty: 4416.292480
	Iteration 1F: 3 clusters Score -786792 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -787315.375000 Penalty: 4416.292480
	Iteration 2F: 3 clusters Score -787315.4 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -787742.375000 Penalty: 4416.292480
	Iteration 3F: 3 clusters Score -787742.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -788209.250000 Penalty: 4416.292480
	Iteration 4F: 3 clusters Score -788209.2 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -788716.000000 Penalty: 4416.292480
	Iteration 5F: 3 clusters Score -788716 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -789236.062500 Penalty: 4416.292480
	Iteration 6F: 3 clusters Score -789236.1 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -789695.625000 Penalty: 4416.292480
	Iteration 7F: 3 clusters Score -789695.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -789979.062500 Penalty: 4416.292480
	Iteration 8Q: 3 clusters Score -789979.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -790125.687500 Penalty: 4416.292480
	Iteration 9Q: 3 clusters Score -790125.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -790218.437500 Penalty: 4416.292480
	Iteration 10Q: 3 clusters Score -790218.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -790273.000000 Penalty: 4416.292480
	Iteration 11Q: 3 clusters Score -790273 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -790308.500000 Penalty: 4416.292480
	Iteration 12Q: 3 clusters Score -790308.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -790333.000000 Penalty: 4416.292480
	Iteration 13Q: 3 clusters Score -790333 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -790348.750000 Penalty: 4416.292480
	Iteration 14Q: 3 clusters Score -790348.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -790355.937500 Penalty: 4416.292480
	Iteration 15Q: 3 clusters Score -790355.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -790365.625000 Penalty: 4416.292480
	Iteration 16Q: 3 clusters Score -790365.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -790371.875000 Penalty: 4416.292480
	Iteration 17Q: 3 clusters Score -790371.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -790381.437500 Penalty: 4416.292480
	Iteration 18Q: 3 clusters Score -790381.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -790388.812500 Penalty: 4416.292480
	Iteration 19Q: 3 clusters Score -790388.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -790393.562500 Penalty: 4416.292480
	Iteration 20F: 3 clusters Score -790393.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -790400.437500 Penalty: 4416.292480
	Iteration 21Q: 3 clusters Score -790400.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -790402.812500 Penalty: 4416.292480
	Iteration 22Q: 3 clusters Score -790402.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -790405.625000 Penalty: 4416.292480
	Iteration 23Q: 3 clusters Score -790405.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -790410.437500 Penalty: 4416.292480
	Iteration 24Q: 3 clusters Score -790410.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -790411.562500 Penalty: 4416.292480
	Iteration 25Q: 3 clusters Score -790411.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -790413.187500 Penalty: 4416.292480
	Iteration 26Q: 3 clusters Score -790413.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -790417.000000 Penalty: 4416.292480
	Iteration 27Q: 3 clusters Score -790417 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -790419.437500 Penalty: 4416.292480
	Iteration 28Q: 3 clusters Score -790419.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -790423.000000 Penalty: 4416.292480
	Iteration 29Q: 3 clusters Score -790423 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -790425.250000 Penalty: 4416.292480
	Iteration 30Q: 3 clusters Score -790425.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -790431.500000 Penalty: 4416.292480
	Iteration 31Q: 3 clusters Score -790431.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -790432.562500 Penalty: 4416.292480
	Iteration 32Q: 3 clusters Score -790432.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -790439.500000 Penalty: 4416.292480
	Iteration 33Q: 3 clusters Score -790439.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -790441.875000 Penalty: 4416.292480
	Iteration 34Q: 3 clusters Score -790441.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -790444.000000 Penalty: 4416.292480
	Iteration 35Q: 3 clusters Score -790444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -790448.875000 Penalty: 4416.292480
	Iteration 36Q: 3 clusters Score -790448.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -790448.687500 Penalty: 4416.292480
	Iteration 37Q: 3 clusters Score -790448.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -790449.812500 Penalty: 4416.292480
	Iteration 38Q: 3 clusters Score -790449.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -790451.000000 Penalty: 4416.292480
	Iteration 39Q: 3 clusters Score -790451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -790450.562500 Penalty: 4416.292480
	Iteration 40F: 3 clusters Score -790450.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -790453.187500 Penalty: 4416.292480
	Iteration 41Q: 3 clusters Score -790453.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -790457.125000 Penalty: 4416.292480
	Iteration 42Q: 3 clusters Score -790457.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -790460.500000 Penalty: 4416.292480
	Iteration 43Q: 3 clusters Score -790460.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -790462.437500 Penalty: 4416.292480
	Iteration 44Q: 3 clusters Score -790462.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -790463.625000 Penalty: 4416.292480
	Iteration 45Q: 3 clusters Score -790463.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -790464.000000 Penalty: 4416.292480
	Iteration 46Q: 3 clusters Score -790464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -790469.875000 Penalty: 4416.292480
	Iteration 47Q: 3 clusters Score -790469.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -790470.500000 Penalty: 4416.292480
	Iteration 48Q: 3 clusters Score -790470.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -790471.187500 Penalty: 4416.292480
	Iteration 49Q: 3 clusters Score -790471.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -790471.187500 Penalty: 4416.292480
	Iteration 50F: 3 clusters Score -790471.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (179869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179869 members 
Entering Unmasked Estep 
Score: -21946790.000000 Penalty: 3000.796143
	Iteration 0F: 2 clusters Score -2.194679e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89984 members 
Mstep: Class 2 contains 89885 members 
Entering Unmasked Estep 
Score: -21826686.000000 Penalty: 6001.592285
	Iteration 0F: 3 clusters Score -2.182669e+07 nChanged 86456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92164 members 
Mstep: Class 2 contains 87705 members 
Entering Unmasked Estep 
Score: -21877436.000000 Penalty: 6001.592285
	Iteration 1F: 3 clusters Score -2.187744e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92845 members 
Mstep: Class 2 contains 87024 members 
Entering Unmasked Estep 
Score: -21878886.000000 Penalty: 6001.592285
	Iteration 2Q: 3 clusters Score -2.187889e+07 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93667 members 
Mstep: Class 2 contains 86202 members 
Entering Unmasked Estep 
Score: -21881018.000000 Penalty: 6001.592285
	Iteration 3Q: 3 clusters Score -2.188102e+07 nChanged 7241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94558 members 
Mstep: Class 2 contains 85311 members 
Entering Unmasked Estep 
Score: -21884030.000000 Penalty: 6001.592285
	Iteration 4Q: 3 clusters Score -2.188403e+07 nChanged 8745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95387 members 
Mstep: Class 2 contains 84482 members 
Entering Unmasked Estep 
Score: -21888712.000000 Penalty: 6001.592285
	Iteration 5Q: 3 clusters Score -2.188871e+07 nChanged 10276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95901 members 
Mstep: Class 2 contains 83968 members 
Entering Unmasked Estep 
Score: -21894932.000000 Penalty: 6001.592285
	Iteration 6F: 3 clusters Score -2.189493e+07 nChanged 11082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96119 members 
Mstep: Class 2 contains 83750 members 
Entering Unmasked Estep 
Score: -21901686.000000 Penalty: 6001.592285
	Iteration 7F: 3 clusters Score -2.190169e+07 nChanged 10686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95979 members 
Mstep: Class 2 contains 83890 members 
Entering Unmasked Estep 
Score: -21908090.000000 Penalty: 6001.592285
	Iteration 8F: 3 clusters Score -2.190809e+07 nChanged 9606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95395 members 
Mstep: Class 2 contains 84474 members 
Entering Unmasked Estep 
Score: -21913600.000000 Penalty: 6001.592285
	Iteration 9F: 3 clusters Score -2.19136e+07 nChanged 8210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94319 members 
Mstep: Class 2 contains 85550 members 
Entering Unmasked Estep 
Score: -21917752.000000 Penalty: 6001.592285
	Iteration 10Q: 3 clusters Score -2.191775e+07 nChanged 6399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92950 members 
Mstep: Class 2 contains 86919 members 
Entering Unmasked Estep 
Score: -21920354.000000 Penalty: 6001.592285
	Iteration 11Q: 3 clusters Score -2.192035e+07 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91667 members 
Mstep: Class 2 contains 88202 members 
Entering Unmasked Estep 
Score: -21921726.000000 Penalty: 6001.592285
	Iteration 12Q: 3 clusters Score -2.192173e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90360 members 
Mstep: Class 2 contains 89509 members 
Entering Unmasked Estep 
Score: -21922918.000000 Penalty: 6001.592285
	Iteration 13Q: 3 clusters Score -2.192292e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88982 members 
Mstep: Class 2 contains 90887 members 
Entering Unmasked Estep 
Score: -21923816.000000 Penalty: 6001.592285
	Iteration 14Q: 3 clusters Score -2.192382e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87443 members 
Mstep: Class 2 contains 92426 members 
Entering Unmasked Estep 
Score: -21924620.000000 Penalty: 6001.592285
	Iteration 15Q: 3 clusters Score -2.192462e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85894 members 
Mstep: Class 2 contains 93975 members 
Entering Unmasked Estep 
Score: -21925502.000000 Penalty: 6001.592285
	Iteration 16Q: 3 clusters Score -2.19255e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84309 members 
Mstep: Class 2 contains 95560 members 
Entering Unmasked Estep 
Score: -21926288.000000 Penalty: 6001.592285
	Iteration 17Q: 3 clusters Score -2.192629e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82652 members 
Mstep: Class 2 contains 97217 members 
Entering Unmasked Estep 
Score: -21927028.000000 Penalty: 6001.592285
	Iteration 18Q: 3 clusters Score -2.192703e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80957 members 
Mstep: Class 2 contains 98912 members 
Entering Unmasked Estep 
Score: -21927774.000000 Penalty: 6001.592285
	Iteration 19Q: 3 clusters Score -2.192777e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79323 members 
Mstep: Class 2 contains 100546 members 
Entering Unmasked Estep 
Score: -21928694.000000 Penalty: 6001.592285
	Iteration 20F: 3 clusters Score -2.192869e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77731 members 
Mstep: Class 2 contains 102138 members 
Entering Unmasked Estep 
Score: -21929504.000000 Penalty: 6001.592285
	Iteration 21Q: 3 clusters Score -2.19295e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76225 members 
Mstep: Class 2 contains 103644 members 
Entering Unmasked Estep 
Score: -21930036.000000 Penalty: 6001.592285
	Iteration 22Q: 3 clusters Score -2.193004e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74777 members 
Mstep: Class 2 contains 105092 members 
Entering Unmasked Estep 
Score: -21930472.000000 Penalty: 6001.592285
	Iteration 23Q: 3 clusters Score -2.193047e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73383 members 
Mstep: Class 2 contains 106486 members 
Entering Unmasked Estep 
Score: -21930868.000000 Penalty: 6001.592285
	Iteration 24Q: 3 clusters Score -2.193087e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72020 members 
Mstep: Class 2 contains 107849 members 
Entering Unmasked Estep 
Score: -21931162.000000 Penalty: 6001.592285
	Iteration 25Q: 3 clusters Score -2.193116e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70594 members 
Mstep: Class 2 contains 109275 members 
Entering Unmasked Estep 
Score: -21931484.000000 Penalty: 6001.592285
	Iteration 26Q: 3 clusters Score -2.193148e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69161 members 
Mstep: Class 2 contains 110708 members 
Entering Unmasked Estep 
Score: -21931786.000000 Penalty: 6001.592285
	Iteration 27Q: 3 clusters Score -2.193179e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67705 members 
Mstep: Class 2 contains 112164 members 
Entering Unmasked Estep 
Score: -21931952.000000 Penalty: 6001.592285
	Iteration 28Q: 3 clusters Score -2.193195e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66223 members 
Mstep: Class 2 contains 113646 members 
Entering Unmasked Estep 
Score: -21932244.000000 Penalty: 6001.592285
	Iteration 29Q: 3 clusters Score -2.193224e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64744 members 
Mstep: Class 2 contains 115125 members 
Entering Unmasked Estep 
Score: -21932656.000000 Penalty: 6001.592285
	Iteration 30Q: 3 clusters Score -2.193266e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63293 members 
Mstep: Class 2 contains 116576 members 
Entering Unmasked Estep 
Score: -21933068.000000 Penalty: 6001.592285
	Iteration 31Q: 3 clusters Score -2.193307e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61812 members 
Mstep: Class 2 contains 118057 members 
Entering Unmasked Estep 
Score: -21933334.000000 Penalty: 6001.592285
	Iteration 32Q: 3 clusters Score -2.193333e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60286 members 
Mstep: Class 2 contains 119583 members 
Entering Unmasked Estep 
Score: -21933666.000000 Penalty: 6001.592285
	Iteration 33Q: 3 clusters Score -2.193367e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58786 members 
Mstep: Class 2 contains 121083 members 
Entering Unmasked Estep 
Score: -21933794.000000 Penalty: 6001.592285
	Iteration 34Q: 3 clusters Score -2.193379e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57249 members 
Mstep: Class 2 contains 122620 members 
Entering Unmasked Estep 
Score: -21934054.000000 Penalty: 6001.592285
	Iteration 35Q: 3 clusters Score -2.193405e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55716 members 
Mstep: Class 2 contains 124153 members 
Entering Unmasked Estep 
Score: -21934232.000000 Penalty: 6001.592285
	Iteration 36Q: 3 clusters Score -2.193423e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54143 members 
Mstep: Class 2 contains 125726 members 
Entering Unmasked Estep 
Score: -21934504.000000 Penalty: 6001.592285
	Iteration 37Q: 3 clusters Score -2.19345e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52519 members 
Mstep: Class 2 contains 127350 members 
Entering Unmasked Estep 
Score: -21934922.000000 Penalty: 6001.592285
	Iteration 38Q: 3 clusters Score -2.193492e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50833 members 
Mstep: Class 2 contains 129036 members 
Entering Unmasked Estep 
Score: -21935292.000000 Penalty: 6001.592285
	Iteration 39Q: 3 clusters Score -2.193529e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49140 members 
Mstep: Class 2 contains 130729 members 
Entering Unmasked Estep 
Score: -21935606.000000 Penalty: 6001.592285
	Iteration 40F: 3 clusters Score -2.193561e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47413 members 
Mstep: Class 2 contains 132456 members 
Entering Unmasked Estep 
Score: -21935942.000000 Penalty: 6001.592285
	Iteration 41Q: 3 clusters Score -2.193594e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 134241 members 
Entering Unmasked Estep 
Score: -21936252.000000 Penalty: 6001.592285
	Iteration 42Q: 3 clusters Score -2.193625e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43771 members 
Mstep: Class 2 contains 136098 members 
Entering Unmasked Estep 
Score: -21936750.000000 Penalty: 6001.592285
	Iteration 43Q: 3 clusters Score -2.193675e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41921 members 
Mstep: Class 2 contains 137948 members 
Entering Unmasked Estep 
Score: -21937232.000000 Penalty: 6001.592285
	Iteration 44Q: 3 clusters Score -2.193723e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40083 members 
Mstep: Class 2 contains 139786 members 
Entering Unmasked Estep 
Score: -21937662.000000 Penalty: 6001.592285
	Iteration 45Q: 3 clusters Score -2.193766e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38283 members 
Mstep: Class 2 contains 141586 members 
Entering Unmasked Estep 
Score: -21938116.000000 Penalty: 6001.592285
	Iteration 46Q: 3 clusters Score -2.193812e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36545 members 
Mstep: Class 2 contains 143324 members 
Entering Unmasked Estep 
Score: -21938512.000000 Penalty: 6001.592285
	Iteration 47Q: 3 clusters Score -2.193851e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34927 members 
Mstep: Class 2 contains 144942 members 
Entering Unmasked Estep 
Score: -21938944.000000 Penalty: 6001.592285
	Iteration 48Q: 3 clusters Score -2.193894e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33341 members 
Mstep: Class 2 contains 146528 members 
Entering Unmasked Estep 
Score: -21939396.000000 Penalty: 6001.592285
	Iteration 49Q: 3 clusters Score -2.19394e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31769 members 
Mstep: Class 2 contains 148100 members 
Entering Unmasked Estep 
Score: -21939838.000000 Penalty: 6001.592285
	Iteration 50Q: 3 clusters Score -2.193984e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 149663 members 
Entering Unmasked Estep 
Score: -21940294.000000 Penalty: 6001.592285
	Iteration 51Q: 3 clusters Score -2.194029e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 151189 members 
Entering Unmasked Estep 
Score: -21940680.000000 Penalty: 6001.592285
	Iteration 52Q: 3 clusters Score -2.194068e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 152521 members 
Entering Unmasked Estep 
Score: -21940954.000000 Penalty: 6001.592285
	Iteration 53Q: 3 clusters Score -2.194095e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 153828 members 
Entering Unmasked Estep 
Score: -21941414.000000 Penalty: 6001.592285
	Iteration 54Q: 3 clusters Score -2.194141e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 155076 members 
Entering Unmasked Estep 
Score: -21941788.000000 Penalty: 6001.592285
	Iteration 55Q: 3 clusters Score -2.194179e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 156210 members 
Entering Unmasked Estep 
Score: -21942032.000000 Penalty: 6001.592285
	Iteration 56Q: 3 clusters Score -2.194203e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 157288 members 
Entering Unmasked Estep 
Score: -21942302.000000 Penalty: 6001.592285
	Iteration 57Q: 3 clusters Score -2.19423e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 158244 members 
Entering Unmasked Estep 
Score: -21942452.000000 Penalty: 6001.592285
	Iteration 58Q: 3 clusters Score -2.194245e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 159138 members 
Entering Unmasked Estep 
Score: -21942608.000000 Penalty: 6001.592285
	Iteration 59Q: 3 clusters Score -2.194261e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 159970 members 
Entering Unmasked Estep 
Score: -21942850.000000 Penalty: 6001.592285
	Iteration 60F: 3 clusters Score -2.194285e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 160752 members 
Entering Unmasked Estep 
Score: -21942954.000000 Penalty: 6001.592285
	Iteration 61Q: 3 clusters Score -2.194295e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 161446 members 
Entering Unmasked Estep 
Score: -21943070.000000 Penalty: 6001.592285
	Iteration 62Q: 3 clusters Score -2.194307e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 162050 members 
Entering Unmasked Estep 
Score: -21943116.000000 Penalty: 6001.592285
	Iteration 63Q: 3 clusters Score -2.194312e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 162590 members 
Entering Unmasked Estep 
Score: -21943204.000000 Penalty: 6001.592285
	Iteration 64Q: 3 clusters Score -2.19432e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 163121 members 
Entering Unmasked Estep 
Score: -21943214.000000 Penalty: 6001.592285
	Iteration 65Q: 3 clusters Score -2.194321e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 163631 members 
Entering Unmasked Estep 
Score: -21943290.000000 Penalty: 6001.592285
	Iteration 66Q: 3 clusters Score -2.194329e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 164127 members 
Entering Unmasked Estep 
Score: -21943350.000000 Penalty: 6001.592285
	Iteration 67Q: 3 clusters Score -2.194335e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 164620 members 
Entering Unmasked Estep 
Score: -21943414.000000 Penalty: 6001.592285
	Iteration 68Q: 3 clusters Score -2.194341e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 165069 members 
Entering Unmasked Estep 
Score: -21943488.000000 Penalty: 6001.592285
	Iteration 69Q: 3 clusters Score -2.194349e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 165465 members 
Entering Unmasked Estep 
Score: -21943498.000000 Penalty: 6001.592285
	Iteration 70Q: 3 clusters Score -2.19435e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 165841 members 
Entering Unmasked Estep 
Score: -21943538.000000 Penalty: 6001.592285
	Iteration 71Q: 3 clusters Score -2.194354e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 166208 members 
Entering Unmasked Estep 
Score: -21943568.000000 Penalty: 6001.592285
	Iteration 72Q: 3 clusters Score -2.194357e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 166549 members 
Entering Unmasked Estep 
Score: -21943522.000000 Penalty: 6001.592285
	Iteration 73Q: 3 clusters Score -2.194352e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 166880 members 
Entering Unmasked Estep 
Score: -21943568.000000 Penalty: 6001.592285
	Iteration 74Q: 3 clusters Score -2.194357e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 167182 members 
Entering Unmasked Estep 
Score: -21943612.000000 Penalty: 6001.592285
	Iteration 75Q: 3 clusters Score -2.194361e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 167470 members 
Entering Unmasked Estep 
Score: -21943646.000000 Penalty: 6001.592285
	Iteration 76Q: 3 clusters Score -2.194365e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 167744 members 
Entering Unmasked Estep 
Score: -21943674.000000 Penalty: 6001.592285
	Iteration 77Q: 3 clusters Score -2.194367e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 168010 members 
Entering Unmasked Estep 
Score: -21943782.000000 Penalty: 6001.592285
	Iteration 78Q: 3 clusters Score -2.194378e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 168240 members 
Entering Unmasked Estep 
Score: -21943836.000000 Penalty: 6001.592285
	Iteration 79Q: 3 clusters Score -2.194384e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 168464 members 
Entering Unmasked Estep 
Score: -21943870.000000 Penalty: 6001.592285
	Iteration 80F: 3 clusters Score -2.194387e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 168675 members 
Entering Unmasked Estep 
Score: -21943910.000000 Penalty: 6001.592285
	Iteration 81Q: 3 clusters Score -2.194391e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 168852 members 
Entering Unmasked Estep 
Score: -21943914.000000 Penalty: 6001.592285
	Iteration 82Q: 3 clusters Score -2.194391e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 169027 members 
Entering Unmasked Estep 
Score: -21943926.000000 Penalty: 6001.592285
	Iteration 83Q: 3 clusters Score -2.194393e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 169182 members 
Entering Unmasked Estep 
Score: -21943928.000000 Penalty: 6001.592285
	Iteration 84Q: 3 clusters Score -2.194393e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 169329 members 
Entering Unmasked Estep 
Score: -21943968.000000 Penalty: 6001.592285
	Iteration 85Q: 3 clusters Score -2.194397e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 169469 members 
Entering Unmasked Estep 
Score: -21943962.000000 Penalty: 6001.592285
	Iteration 86Q: 3 clusters Score -2.194396e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 169599 members 
Entering Unmasked Estep 
Score: -21943978.000000 Penalty: 6001.592285
	Iteration 87Q: 3 clusters Score -2.194398e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 169713 members 
Entering Unmasked Estep 
Score: -21943980.000000 Penalty: 6001.592285
	Iteration 88Q: 3 clusters Score -2.194398e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 169837 members 
Entering Unmasked Estep 
Score: -21943978.000000 Penalty: 6001.592285
	Iteration 89Q: 3 clusters Score -2.194398e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 169967 members 
Entering Unmasked Estep 
Score: -21944034.000000 Penalty: 6001.592285
	Iteration 90Q: 3 clusters Score -2.194403e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 170102 members 
Entering Unmasked Estep 
Score: -21944050.000000 Penalty: 6001.592285
	Iteration 91Q: 3 clusters Score -2.194405e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 170241 members 
Entering Unmasked Estep 
Score: -21944038.000000 Penalty: 6001.592285
	Iteration 92Q: 3 clusters Score -2.194404e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 170358 members 
Entering Unmasked Estep 
Score: -21944046.000000 Penalty: 6001.592285
	Iteration 93Q: 3 clusters Score -2.194405e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 170464 members 
Entering Unmasked Estep 
Score: -21944052.000000 Penalty: 6001.592285
	Iteration 94Q: 3 clusters Score -2.194405e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 170555 members 
Entering Unmasked Estep 
Score: -21944100.000000 Penalty: 6001.592285
	Iteration 95Q: 3 clusters Score -2.19441e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 170645 members 
Entering Unmasked Estep 
Score: -21944080.000000 Penalty: 6001.592285
	Iteration 96Q: 3 clusters Score -2.194408e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 170744 members 
Entering Unmasked Estep 
Score: -21944078.000000 Penalty: 6001.592285
	Iteration 97Q: 3 clusters Score -2.194408e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 170845 members 
Entering Unmasked Estep 
Score: -21944094.000000 Penalty: 6001.592285
	Iteration 98Q: 3 clusters Score -2.194409e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 170952 members 
Entering Unmasked Estep 
Score: -21944130.000000 Penalty: 6001.592285
	Iteration 99Q: 3 clusters Score -2.194413e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 171072 members 
Entering Unmasked Estep 
Score: -21944108.000000 Penalty: 6001.592285
	Iteration 100F: 3 clusters Score -2.194411e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 171179 members 
Entering Unmasked Estep 
Score: -21944076.000000 Penalty: 6001.592285
	Iteration 101Q: 3 clusters Score -2.194408e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 171282 members 
Entering Unmasked Estep 
Score: -21944088.000000 Penalty: 6001.592285
	Iteration 102Q: 3 clusters Score -2.194409e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 171383 members 
Entering Unmasked Estep 
Score: -21944130.000000 Penalty: 6001.592285
	Iteration 103Q: 3 clusters Score -2.194413e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 171470 members 
Entering Unmasked Estep 
Score: -21944146.000000 Penalty: 6001.592285
	Iteration 104Q: 3 clusters Score -2.194415e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 171539 members 
Entering Unmasked Estep 
Score: -21944158.000000 Penalty: 6001.592285
	Iteration 105Q: 3 clusters Score -2.194416e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 171594 members 
Entering Unmasked Estep 
Score: -21944162.000000 Penalty: 6001.592285
	Iteration 106Q: 3 clusters Score -2.194416e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 171644 members 
Entering Unmasked Estep 
Score: -21944146.000000 Penalty: 6001.592285
	Iteration 107Q: 3 clusters Score -2.194415e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 171688 members 
Entering Unmasked Estep 
Score: -21944158.000000 Penalty: 6001.592285
	Iteration 108Q: 3 clusters Score -2.194416e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 171724 members 
Entering Unmasked Estep 
Score: -21944150.000000 Penalty: 6001.592285
	Iteration 109Q: 3 clusters Score -2.194415e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 171764 members 
Entering Unmasked Estep 
Score: -21944142.000000 Penalty: 6001.592285
	Iteration 110Q: 3 clusters Score -2.194414e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 171797 members 
Entering Unmasked Estep 
Score: -21944150.000000 Penalty: 6001.592285
	Iteration 111Q: 3 clusters Score -2.194415e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 171834 members 
Entering Unmasked Estep 
Score: -21944150.000000 Penalty: 6001.592285
	Iteration 112Q: 3 clusters Score -2.194415e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 171875 members 
Entering Unmasked Estep 
Score: -21944164.000000 Penalty: 6001.592285
	Iteration 113Q: 3 clusters Score -2.194416e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 171907 members 
Entering Unmasked Estep 
Score: -21944182.000000 Penalty: 6001.592285
	Iteration 114Q: 3 clusters Score -2.194418e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 171938 members 
Entering Unmasked Estep 
Score: -21944200.000000 Penalty: 6001.592285
	Iteration 115Q: 3 clusters Score -2.19442e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 171973 members 
Entering Unmasked Estep 
Score: -21944204.000000 Penalty: 6001.592285
	Iteration 116Q: 3 clusters Score -2.19442e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 172007 members 
Entering Unmasked Estep 
Score: -21944198.000000 Penalty: 6001.592285
	Iteration 117Q: 3 clusters Score -2.19442e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 172044 members 
Entering Unmasked Estep 
Score: -21944200.000000 Penalty: 6001.592285
	Iteration 118Q: 3 clusters Score -2.19442e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 172083 members 
Entering Unmasked Estep 
Score: -21944190.000000 Penalty: 6001.592285
	Iteration 119Q: 3 clusters Score -2.194419e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 172118 members 
Entering Unmasked Estep 
Score: -21944194.000000 Penalty: 6001.592285
	Iteration 120F: 3 clusters Score -2.194419e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 172154 members 
Entering Unmasked Estep 
Score: -21944192.000000 Penalty: 6001.592285
	Iteration 121Q: 3 clusters Score -2.194419e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 172197 members 
Entering Unmasked Estep 
Score: -21944222.000000 Penalty: 6001.592285
	Iteration 122Q: 3 clusters Score -2.194422e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 172253 members 
Entering Unmasked Estep 
Score: -21944224.000000 Penalty: 6001.592285
	Iteration 123Q: 3 clusters Score -2.194422e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 172309 members 
Entering Unmasked Estep 
Score: -21944212.000000 Penalty: 6001.592285
	Iteration 124Q: 3 clusters Score -2.194421e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 172366 members 
Entering Unmasked Estep 
Score: -21944210.000000 Penalty: 6001.592285
	Iteration 125Q: 3 clusters Score -2.194421e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 172421 members 
Entering Unmasked Estep 
Score: -21944196.000000 Penalty: 6001.592285
	Iteration 126Q: 3 clusters Score -2.19442e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 172461 members 
Entering Unmasked Estep 
Score: -21944210.000000 Penalty: 6001.592285
	Iteration 127Q: 3 clusters Score -2.194421e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 172506 members 
Entering Unmasked Estep 
Score: -21944216.000000 Penalty: 6001.592285
	Iteration 128Q: 3 clusters Score -2.194422e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 172562 members 
Entering Unmasked Estep 
Score: -21944198.000000 Penalty: 6001.592285
	Iteration 129Q: 3 clusters Score -2.19442e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 172632 members 
Entering Unmasked Estep 
Score: -21944198.000000 Penalty: 6001.592285
	Iteration 130Q: 3 clusters Score -2.19442e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 172691 members 
Entering Unmasked Estep 
Score: -21944232.000000 Penalty: 6001.592285
	Iteration 131Q: 3 clusters Score -2.194423e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 172752 members 
Entering Unmasked Estep 
Score: -21944244.000000 Penalty: 6001.592285
	Iteration 132Q: 3 clusters Score -2.194424e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 172810 members 
Entering Unmasked Estep 
Score: -21944262.000000 Penalty: 6001.592285
	Iteration 133Q: 3 clusters Score -2.194426e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 172866 members 
Entering Unmasked Estep 
Score: -21944272.000000 Penalty: 6001.592285
	Iteration 134Q: 3 clusters Score -2.194427e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 172921 members 
Entering Unmasked Estep 
Score: -21944272.000000 Penalty: 6001.592285
	Iteration 135Q: 3 clusters Score -2.194427e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 172961 members 
Entering Unmasked Estep 
Score: -21944292.000000 Penalty: 6001.592285
	Iteration 136Q: 3 clusters Score -2.194429e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 172992 members 
Entering Unmasked Estep 
Score: -21944296.000000 Penalty: 6001.592285
	Iteration 137Q: 3 clusters Score -2.19443e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 173022 members 
Entering Unmasked Estep 
Score: -21944282.000000 Penalty: 6001.592285
	Iteration 138Q: 3 clusters Score -2.194428e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 173060 members 
Entering Unmasked Estep 
Score: -21944270.000000 Penalty: 6001.592285
	Iteration 139Q: 3 clusters Score -2.194427e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 173101 members 
Entering Unmasked Estep 
Score: -21944284.000000 Penalty: 6001.592285
	Iteration 140F: 3 clusters Score -2.194428e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 173144 members 
Entering Unmasked Estep 
Score: -21944298.000000 Penalty: 6001.592285
	Iteration 141Q: 3 clusters Score -2.19443e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 173172 members 
Entering Unmasked Estep 
Score: -21944282.000000 Penalty: 6001.592285
	Iteration 142Q: 3 clusters Score -2.194428e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 173206 members 
Entering Unmasked Estep 
Score: -21944280.000000 Penalty: 6001.592285
	Iteration 143Q: 3 clusters Score -2.194428e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 173231 members 
Entering Unmasked Estep 
Score: -21944308.000000 Penalty: 6001.592285
	Iteration 144Q: 3 clusters Score -2.194431e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 173257 members 
Entering Unmasked Estep 
Score: -21944306.000000 Penalty: 6001.592285
	Iteration 145Q: 3 clusters Score -2.194431e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 173271 members 
Entering Unmasked Estep 
Score: -21944302.000000 Penalty: 6001.592285
	Iteration 146Q: 3 clusters Score -2.19443e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 173280 members 
Entering Unmasked Estep 
Score: -21944322.000000 Penalty: 6001.592285
	Iteration 147Q: 3 clusters Score -2.194432e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 173295 members 
Entering Unmasked Estep 
Score: -21944330.000000 Penalty: 6001.592285
	Iteration 148Q: 3 clusters Score -2.194433e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 173304 members 
Entering Unmasked Estep 
Score: -21944342.000000 Penalty: 6001.592285
	Iteration 149Q: 3 clusters Score -2.194434e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 173316 members 
Entering Unmasked Estep 
Score: -21944336.000000 Penalty: 6001.592285
	Iteration 150Q: 3 clusters Score -2.194434e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 173331 members 
Entering Unmasked Estep 
Score: -21944324.000000 Penalty: 6001.592285
	Iteration 151Q: 3 clusters Score -2.194432e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 173347 members 
Entering Unmasked Estep 
Score: -21944338.000000 Penalty: 6001.592285
	Iteration 152Q: 3 clusters Score -2.194434e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 173358 members 
Entering Unmasked Estep 
Score: -21944334.000000 Penalty: 6001.592285
	Iteration 153Q: 3 clusters Score -2.194433e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 173369 members 
Entering Unmasked Estep 
Score: -21944328.000000 Penalty: 6001.592285
	Iteration 154Q: 3 clusters Score -2.194433e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 173379 members 
Entering Unmasked Estep 
Score: -21944328.000000 Penalty: 6001.592285
	Iteration 155Q: 3 clusters Score -2.194433e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 173386 members 
Entering Unmasked Estep 
Score: -21944330.000000 Penalty: 6001.592285
	Iteration 156Q: 3 clusters Score -2.194433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 173391 members 
Entering Unmasked Estep 
Score: -21944320.000000 Penalty: 6001.592285
	Iteration 157Q: 3 clusters Score -2.194432e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 173398 members 
Entering Unmasked Estep 
Score: -21944312.000000 Penalty: 6001.592285
	Iteration 158Q: 3 clusters Score -2.194431e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 173404 members 
Entering Unmasked Estep 
Score: -21944320.000000 Penalty: 6001.592285
	Iteration 159Q: 3 clusters Score -2.194432e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 173410 members 
Entering Unmasked Estep 
Score: -21944328.000000 Penalty: 6001.592285
	Iteration 160F: 3 clusters Score -2.194433e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 173418 members 
Entering Unmasked Estep 
Score: -21944330.000000 Penalty: 6001.592285
	Iteration 161Q: 3 clusters Score -2.194433e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 173427 members 
Entering Unmasked Estep 
Score: -21944322.000000 Penalty: 6001.592285
	Iteration 162Q: 3 clusters Score -2.194432e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 173437 members 
Entering Unmasked Estep 
Score: -21944332.000000 Penalty: 6001.592285
	Iteration 163Q: 3 clusters Score -2.194433e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 173443 members 
Entering Unmasked Estep 
Score: -21944322.000000 Penalty: 6001.592285
	Iteration 164Q: 3 clusters Score -2.194432e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 173449 members 
Entering Unmasked Estep 
Score: -21944332.000000 Penalty: 6001.592285
	Iteration 165Q: 3 clusters Score -2.194433e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 173456 members 
Entering Unmasked Estep 
Score: -21944328.000000 Penalty: 6001.592285
	Iteration 166Q: 3 clusters Score -2.194433e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 173465 members 
Entering Unmasked Estep 
Score: -21944346.000000 Penalty: 6001.592285
	Iteration 167Q: 3 clusters Score -2.194435e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 173469 members 
Entering Unmasked Estep 
Score: -21944338.000000 Penalty: 6001.592285
	Iteration 168Q: 3 clusters Score -2.194434e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 173474 members 
Entering Unmasked Estep 
Score: -21944336.000000 Penalty: 6001.592285
	Iteration 169Q: 3 clusters Score -2.194434e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 173474 members 
Entering Unmasked Estep 
Score: -21944346.000000 Penalty: 6001.592285
	Iteration 170Q: 3 clusters Score -2.194435e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 173476 members 
Entering Unmasked Estep 
Score: -21944348.000000 Penalty: 6001.592285
	Iteration 171Q: 3 clusters Score -2.194435e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 173482 members 
Entering Unmasked Estep 
Score: -21944334.000000 Penalty: 6001.592285
	Iteration 172Q: 3 clusters Score -2.194433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 173487 members 
Entering Unmasked Estep 
Score: -21944338.000000 Penalty: 6001.592285
	Iteration 173Q: 3 clusters Score -2.194434e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 173490 members 
Entering Unmasked Estep 
Score: -21944336.000000 Penalty: 6001.592285
	Iteration 174Q: 3 clusters Score -2.194434e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 173490 members 
Entering Unmasked Estep 
Score: -21944344.000000 Penalty: 6001.592285
	Iteration 175Q: 3 clusters Score -2.194434e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 173490 members 
Entering Unmasked Estep 
Score: -21944344.000000 Penalty: 6001.592285
	Iteration 176F: 3 clusters Score -2.194434e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Entering Unmasked Estep 
Score: -1358524.375000 Penalty: 2312.114746
	Iteration 0F: 2 clusters Score -1358524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1350134.875000 Penalty: 4624.229492
	Iteration 0F: 3 clusters Score -1350135 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1352547.875000 Penalty: 4624.229492
	Iteration 1F: 3 clusters Score -1352548 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1352893.000000 Penalty: 4624.229492
	Iteration 2F: 3 clusters Score -1352893 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1353147.250000 Penalty: 4624.229492
	Iteration 3Q: 3 clusters Score -1353147 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1353378.625000 Penalty: 4624.229492
	Iteration 4Q: 3 clusters Score -1353379 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1353635.500000 Penalty: 4624.229492
	Iteration 5Q: 3 clusters Score -1353636 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1353876.875000 Penalty: 4624.229492
	Iteration 6Q: 3 clusters Score -1353877 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1354105.750000 Penalty: 4624.229492
	Iteration 7Q: 3 clusters Score -1354106 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1354345.000000 Penalty: 4624.229492
	Iteration 8Q: 3 clusters Score -1354345 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1354600.500000 Penalty: 4624.229492
	Iteration 9Q: 3 clusters Score -1354600 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1354813.375000 Penalty: 4624.229492
	Iteration 10Q: 3 clusters Score -1354813 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1355037.125000 Penalty: 4624.229492
	Iteration 11Q: 3 clusters Score -1355037 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1355258.875000 Penalty: 4624.229492
	Iteration 12Q: 3 clusters Score -1355259 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1355489.250000 Penalty: 4624.229492
	Iteration 13Q: 3 clusters Score -1355489 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1355690.500000 Penalty: 4624.229492
	Iteration 14Q: 3 clusters Score -1355690 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1355850.875000 Penalty: 4624.229492
	Iteration 15Q: 3 clusters Score -1355851 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1355999.625000 Penalty: 4624.229492
	Iteration 16Q: 3 clusters Score -1356000 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1356092.750000 Penalty: 4624.229492
	Iteration 17Q: 3 clusters Score -1356093 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1356162.500000 Penalty: 4624.229492
	Iteration 18Q: 3 clusters Score -1356162 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1356209.750000 Penalty: 4624.229492
	Iteration 19Q: 3 clusters Score -1356210 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1356251.875000 Penalty: 4624.229492
	Iteration 20F: 3 clusters Score -1356252 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1356289.750000 Penalty: 4624.229492
	Iteration 21Q: 3 clusters Score -1356290 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1356312.625000 Penalty: 4624.229492
	Iteration 22Q: 3 clusters Score -1356313 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1356331.000000 Penalty: 4624.229492
	Iteration 23Q: 3 clusters Score -1356331 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1356350.750000 Penalty: 4624.229492
	Iteration 24Q: 3 clusters Score -1356351 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1356378.875000 Penalty: 4624.229492
	Iteration 25Q: 3 clusters Score -1356379 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1356395.500000 Penalty: 4624.229492
	Iteration 26Q: 3 clusters Score -1356396 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1356423.625000 Penalty: 4624.229492
	Iteration 27Q: 3 clusters Score -1356424 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1356439.750000 Penalty: 4624.229492
	Iteration 28Q: 3 clusters Score -1356440 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1356457.750000 Penalty: 4624.229492
	Iteration 29Q: 3 clusters Score -1356458 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1356468.250000 Penalty: 4624.229492
	Iteration 30Q: 3 clusters Score -1356468 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1356479.125000 Penalty: 4624.229492
	Iteration 31Q: 3 clusters Score -1356479 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1356492.125000 Penalty: 4624.229492
	Iteration 32Q: 3 clusters Score -1356492 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1356505.125000 Penalty: 4624.229492
	Iteration 33Q: 3 clusters Score -1356505 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1356510.750000 Penalty: 4624.229492
	Iteration 34Q: 3 clusters Score -1356511 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1356525.125000 Penalty: 4624.229492
	Iteration 35Q: 3 clusters Score -1356525 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1356535.750000 Penalty: 4624.229492
	Iteration 36Q: 3 clusters Score -1356536 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1356545.125000 Penalty: 4624.229492
	Iteration 37Q: 3 clusters Score -1356545 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1356559.000000 Penalty: 4624.229492
	Iteration 38Q: 3 clusters Score -1356559 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1356569.875000 Penalty: 4624.229492
	Iteration 39Q: 3 clusters Score -1356570 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1356579.125000 Penalty: 4624.229492
	Iteration 40F: 3 clusters Score -1356579 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1356589.375000 Penalty: 4624.229492
	Iteration 41Q: 3 clusters Score -1356589 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1356601.750000 Penalty: 4624.229492
	Iteration 42Q: 3 clusters Score -1356602 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1356611.125000 Penalty: 4624.229492
	Iteration 43Q: 3 clusters Score -1356611 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1356623.375000 Penalty: 4624.229492
	Iteration 44Q: 3 clusters Score -1356623 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1356632.250000 Penalty: 4624.229492
	Iteration 45Q: 3 clusters Score -1356632 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1356638.125000 Penalty: 4624.229492
	Iteration 46Q: 3 clusters Score -1356638 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1356647.500000 Penalty: 4624.229492
	Iteration 47Q: 3 clusters Score -1356648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1356655.750000 Penalty: 4624.229492
	Iteration 48Q: 3 clusters Score -1356656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1356667.750000 Penalty: 4624.229492
	Iteration 49Q: 3 clusters Score -1356668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1356671.875000 Penalty: 4624.229492
	Iteration 50Q: 3 clusters Score -1356672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1356674.875000 Penalty: 4624.229492
	Iteration 51Q: 3 clusters Score -1356675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1356677.625000 Penalty: 4624.229492
	Iteration 52Q: 3 clusters Score -1356678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1356681.500000 Penalty: 4624.229492
	Iteration 53Q: 3 clusters Score -1356682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1356684.125000 Penalty: 4624.229492
	Iteration 54Q: 3 clusters Score -1356684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1356687.000000 Penalty: 4624.229492
	Iteration 55Q: 3 clusters Score -1356687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1356690.250000 Penalty: 4624.229492
	Iteration 56Q: 3 clusters Score -1356690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1356695.125000 Penalty: 4624.229492
	Iteration 57Q: 3 clusters Score -1356695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1356697.625000 Penalty: 4624.229492
	Iteration 58Q: 3 clusters Score -1356698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1356699.000000 Penalty: 4624.229492
	Iteration 59Q: 3 clusters Score -1356699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1356699.000000 Penalty: 4624.229492
	Iteration 60F: 3 clusters Score -1356699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1356700.125000 Penalty: 4624.229492
	Iteration 61Q: 3 clusters Score -1356700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1356700.875000 Penalty: 4624.229492
	Iteration 62Q: 3 clusters Score -1356701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1356700.750000 Penalty: 4624.229492
	Iteration 63Q: 3 clusters Score -1356701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1356700.500000 Penalty: 4624.229492
	Iteration 64Q: 3 clusters Score -1356700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1356704.875000 Penalty: 4624.229492
	Iteration 65Q: 3 clusters Score -1356705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1356704.000000 Penalty: 4624.229492
	Iteration 66Q: 3 clusters Score -1356704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1356704.000000 Penalty: 4624.229492
	Iteration 67F: 3 clusters Score -1356704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Entering Unmasked Estep 
Score: -64211.621094 Penalty: 1627.836182
	Iteration 0F: 2 clusters Score -64211.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -62689.574219 Penalty: 3255.672363
	Iteration 0F: 3 clusters Score -62689.57 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -63426.164062 Penalty: 3255.672363
	Iteration 1F: 3 clusters Score -63426.16 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -64305.867188 Penalty: 3255.672363
	Iteration 2F: 3 clusters Score -64305.87 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -64849.375000 Penalty: 3255.672363
	Iteration 3F: 3 clusters Score -64849.38 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -65276.242188 Penalty: 3255.672363
	Iteration 4F: 3 clusters Score -65276.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -65465.539062 Penalty: 3255.672363
	Iteration 5Q: 3 clusters Score -65465.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -65503.195312 Penalty: 3255.672363
	Iteration 6Q: 3 clusters Score -65503.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -65521.683594 Penalty: 3255.672363
	Iteration 7Q: 3 clusters Score -65521.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -65540.578125 Penalty: 3255.672363
	Iteration 8Q: 3 clusters Score -65540.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -65562.585938 Penalty: 3255.672363
	Iteration 9Q: 3 clusters Score -65562.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -65614.890625 Penalty: 3255.672363
	Iteration 10Q: 3 clusters Score -65614.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -65684.015625 Penalty: 3255.672363
	Iteration 11Q: 3 clusters Score -65684.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -65742.171875 Penalty: 3255.672363
	Iteration 12Q: 3 clusters Score -65742.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -65836.359375 Penalty: 3255.672363
	Iteration 13Q: 3 clusters Score -65836.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -65888.710938 Penalty: 3255.672363
	Iteration 14Q: 3 clusters Score -65888.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -65933.046875 Penalty: 3255.672363
	Iteration 15Q: 3 clusters Score -65933.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -65995.500000 Penalty: 3255.672363
	Iteration 16Q: 3 clusters Score -65995.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -66036.921875 Penalty: 3255.672363
	Iteration 17Q: 3 clusters Score -66036.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -66058.476562 Penalty: 3255.672363
	Iteration 18Q: 3 clusters Score -66058.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -66077.625000 Penalty: 3255.672363
	Iteration 19Q: 3 clusters Score -66077.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -66077.625000 Penalty: 3255.672363
	Iteration 20F: 3 clusters Score -66077.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58545 members 
Mstep: Class 2 contains 156440 members 
Mstep: Class 3 contains 7360 members 
Mstep: Class 4 contains 179869 members 
Mstep: Class 5 contains 11193 members 
Mstep: Class 6 contains 323 members 
Mstep: Class 7 contains 31654 members 
Mstep: Class 8 contains 25948 members 
Mstep: Class 9 contains 187942 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38381 members 
Mstep: Class 12 contains 8773 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 8057 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10542 members 
Mstep: Class 17 contains 69901 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12389 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276831 members 
Mstep: Class 22 contains 41065 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283160 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21605 members 
Mstep: Class 27 contains 16670 members 
Mstep: Class 28 contains 11333 members 
Mstep: Class 29 contains 6345 members 
Mstep: Class 30 contains 38251 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 221727 members 
Mstep: Class 35 contains 170667 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10943 members 
Mstep: Class 39 contains 386 members 
Entering Unmasked Estep 
Score: -235412192.000000 Penalty: 140280.062500
Splitting cluster 6 changes total score from -235412688.000000 to -235412192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (31654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Entering Unmasked Estep 
Score: -3816415.250000 Penalty: 2569.929688
	Iteration 0F: 2 clusters Score -3816415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -3794802.500000 Penalty: 5139.859375
	Iteration 0F: 3 clusters Score -3794802 nChanged 14292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -3802569.250000 Penalty: 5139.859375
	Iteration 1F: 3 clusters Score -3802569 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -3803149.500000 Penalty: 5139.859375
	Iteration 2Q: 3 clusters Score -3803150 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -3803632.250000 Penalty: 5139.859375
	Iteration 3Q: 3 clusters Score -3803632 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -3804182.500000 Penalty: 5139.859375
	Iteration 4Q: 3 clusters Score -3804182 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -3804862.500000 Penalty: 5139.859375
	Iteration 5Q: 3 clusters Score -3804862 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -3805785.750000 Penalty: 5139.859375
	Iteration 6Q: 3 clusters Score -3805786 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -3806780.000000 Penalty: 5139.859375
	Iteration 7Q: 3 clusters Score -3806780 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -3807788.750000 Penalty: 5139.859375
	Iteration 8Q: 3 clusters Score -3807789 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -3808802.000000 Penalty: 5139.859375
	Iteration 9Q: 3 clusters Score -3808802 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -3809596.750000 Penalty: 5139.859375
	Iteration 10Q: 3 clusters Score -3809597 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -3810278.500000 Penalty: 5139.859375
	Iteration 11Q: 3 clusters Score -3810278 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -3810825.250000 Penalty: 5139.859375
	Iteration 12Q: 3 clusters Score -3810825 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -3811236.000000 Penalty: 5139.859375
	Iteration 13Q: 3 clusters Score -3811236 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -3811602.750000 Penalty: 5139.859375
	Iteration 14Q: 3 clusters Score -3811603 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -3811861.500000 Penalty: 5139.859375
	Iteration 15Q: 3 clusters Score -3811862 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -3812065.250000 Penalty: 5139.859375
	Iteration 16Q: 3 clusters Score -3812065 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -3812235.750000 Penalty: 5139.859375
	Iteration 17Q: 3 clusters Score -3812236 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -3812380.000000 Penalty: 5139.859375
	Iteration 18Q: 3 clusters Score -3812380 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -3812498.500000 Penalty: 5139.859375
	Iteration 19Q: 3 clusters Score -3812498 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -3812587.250000 Penalty: 5139.859375
	Iteration 20F: 3 clusters Score -3812587 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -3812659.500000 Penalty: 5139.859375
	Iteration 21Q: 3 clusters Score -3812660 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -3812739.250000 Penalty: 5139.859375
	Iteration 22Q: 3 clusters Score -3812739 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -3812802.000000 Penalty: 5139.859375
	Iteration 23Q: 3 clusters Score -3812802 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -3812868.000000 Penalty: 5139.859375
	Iteration 24Q: 3 clusters Score -3812868 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -3812936.250000 Penalty: 5139.859375
	Iteration 25Q: 3 clusters Score -3812936 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -3813004.500000 Penalty: 5139.859375
	Iteration 26Q: 3 clusters Score -3813004 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -3813043.000000 Penalty: 5139.859375
	Iteration 27Q: 3 clusters Score -3813043 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -3813086.750000 Penalty: 5139.859375
	Iteration 28Q: 3 clusters Score -3813087 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -3813112.750000 Penalty: 5139.859375
	Iteration 29Q: 3 clusters Score -3813113 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -3813144.750000 Penalty: 5139.859375
	Iteration 30Q: 3 clusters Score -3813145 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -3813185.500000 Penalty: 5139.859375
	Iteration 31Q: 3 clusters Score -3813186 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -3813232.500000 Penalty: 5139.859375
	Iteration 32Q: 3 clusters Score -3813232 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -3813282.750000 Penalty: 5139.859375
	Iteration 33Q: 3 clusters Score -3813283 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -3813339.000000 Penalty: 5139.859375
	Iteration 34Q: 3 clusters Score -3813339 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -3813393.500000 Penalty: 5139.859375
	Iteration 35Q: 3 clusters Score -3813394 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -3813458.000000 Penalty: 5139.859375
	Iteration 36Q: 3 clusters Score -3813458 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -3813512.500000 Penalty: 5139.859375
	Iteration 37Q: 3 clusters Score -3813512 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -3813582.500000 Penalty: 5139.859375
	Iteration 38Q: 3 clusters Score -3813582 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -3813639.000000 Penalty: 5139.859375
	Iteration 39Q: 3 clusters Score -3813639 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
Score: -3813702.250000 Penalty: 5139.859375
	Iteration 40F: 3 clusters Score -3813702 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -3813757.750000 Penalty: 5139.859375
	Iteration 41Q: 3 clusters Score -3813758 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -3813810.750000 Penalty: 5139.859375
	Iteration 42Q: 3 clusters Score -3813811 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -3813857.000000 Penalty: 5139.859375
	Iteration 43Q: 3 clusters Score -3813857 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -3813901.500000 Penalty: 5139.859375
	Iteration 44Q: 3 clusters Score -3813902 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -3813956.000000 Penalty: 5139.859375
	Iteration 45Q: 3 clusters Score -3813956 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -3813984.750000 Penalty: 5139.859375
	Iteration 46Q: 3 clusters Score -3813985 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -3814018.250000 Penalty: 5139.859375
	Iteration 47Q: 3 clusters Score -3814018 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -3814064.000000 Penalty: 5139.859375
	Iteration 48Q: 3 clusters Score -3814064 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -3814100.750000 Penalty: 5139.859375
	Iteration 49Q: 3 clusters Score -3814101 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -3814111.750000 Penalty: 5139.859375
	Iteration 50Q: 3 clusters Score -3814112 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -3814154.000000 Penalty: 5139.859375
	Iteration 51Q: 3 clusters Score -3814154 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 28476 members 
Entering Unmasked Estep 
Score: -3814185.000000 Penalty: 5139.859375
	Iteration 52Q: 3 clusters Score -3814185 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 28562 members 
Entering Unmasked Estep 
Score: -3814211.000000 Penalty: 5139.859375
	Iteration 53Q: 3 clusters Score -3814211 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -3814228.000000 Penalty: 5139.859375
	Iteration 54Q: 3 clusters Score -3814228 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -3814234.750000 Penalty: 5139.859375
	Iteration 55Q: 3 clusters Score -3814235 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -3814255.250000 Penalty: 5139.859375
	Iteration 56Q: 3 clusters Score -3814255 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 28831 members 
Entering Unmasked Estep 
Score: -3814279.500000 Penalty: 5139.859375
	Iteration 57Q: 3 clusters Score -3814280 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 28904 members 
Entering Unmasked Estep 
Score: -3814296.500000 Penalty: 5139.859375
	Iteration 58Q: 3 clusters Score -3814296 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 28966 members 
Entering Unmasked Estep 
Score: -3814314.750000 Penalty: 5139.859375
	Iteration 59Q: 3 clusters Score -3814315 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -3814330.500000 Penalty: 5139.859375
	Iteration 60F: 3 clusters Score -3814330 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 29059 members 
Entering Unmasked Estep 
Score: -3814336.500000 Penalty: 5139.859375
	Iteration 61Q: 3 clusters Score -3814336 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 29111 members 
Entering Unmasked Estep 
Score: -3814346.750000 Penalty: 5139.859375
	Iteration 62Q: 3 clusters Score -3814347 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -3814363.250000 Penalty: 5139.859375
	Iteration 63Q: 3 clusters Score -3814363 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 29207 members 
Entering Unmasked Estep 
Score: -3814377.750000 Penalty: 5139.859375
	Iteration 64Q: 3 clusters Score -3814378 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -3814387.750000 Penalty: 5139.859375
	Iteration 65Q: 3 clusters Score -3814388 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 29277 members 
Entering Unmasked Estep 
Score: -3814391.250000 Penalty: 5139.859375
	Iteration 66Q: 3 clusters Score -3814391 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
Score: -3814396.250000 Penalty: 5139.859375
	Iteration 67Q: 3 clusters Score -3814396 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -3814401.000000 Penalty: 5139.859375
	Iteration 68Q: 3 clusters Score -3814401 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 29321 members 
Entering Unmasked Estep 
Score: -3814402.250000 Penalty: 5139.859375
	Iteration 69Q: 3 clusters Score -3814402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 29331 members 
Entering Unmasked Estep 
Score: -3814411.000000 Penalty: 5139.859375
	Iteration 70Q: 3 clusters Score -3814411 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 29348 members 
Entering Unmasked Estep 
Score: -3814410.500000 Penalty: 5139.859375
	Iteration 71Q: 3 clusters Score -3814410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
Score: -3814419.000000 Penalty: 5139.859375
	Iteration 72Q: 3 clusters Score -3814419 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -3814418.000000 Penalty: 5139.859375
	Iteration 73Q: 3 clusters Score -3814418 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 29414 members 
Entering Unmasked Estep 
Score: -3814432.750000 Penalty: 5139.859375
	Iteration 74Q: 3 clusters Score -3814433 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 29439 members 
Entering Unmasked Estep 
Score: -3814440.000000 Penalty: 5139.859375
	Iteration 75Q: 3 clusters Score -3814440 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 29458 members 
Entering Unmasked Estep 
Score: -3814448.750000 Penalty: 5139.859375
	Iteration 76Q: 3 clusters Score -3814449 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 29475 members 
Entering Unmasked Estep 
Score: -3814461.500000 Penalty: 5139.859375
	Iteration 77Q: 3 clusters Score -3814462 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 29490 members 
Entering Unmasked Estep 
Score: -3814460.500000 Penalty: 5139.859375
	Iteration 78Q: 3 clusters Score -3814460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
Score: -3814466.000000 Penalty: 5139.859375
	Iteration 79Q: 3 clusters Score -3814466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 29524 members 
Entering Unmasked Estep 
Score: -3814468.000000 Penalty: 5139.859375
	Iteration 80F: 3 clusters Score -3814468 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -3814473.500000 Penalty: 5139.859375
	Iteration 81Q: 3 clusters Score -3814474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 29559 members 
Entering Unmasked Estep 
Score: -3814473.750000 Penalty: 5139.859375
	Iteration 82Q: 3 clusters Score -3814474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 29570 members 
Entering Unmasked Estep 
Score: -3814476.500000 Penalty: 5139.859375
	Iteration 83Q: 3 clusters Score -3814476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -3814476.500000 Penalty: 5139.859375
	Iteration 84Q: 3 clusters Score -3814476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -3814482.250000 Penalty: 5139.859375
	Iteration 85Q: 3 clusters Score -3814482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -3814479.500000 Penalty: 5139.859375
	Iteration 86Q: 3 clusters Score -3814480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -3814483.000000 Penalty: 5139.859375
	Iteration 87Q: 3 clusters Score -3814483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -3814483.500000 Penalty: 5139.859375
	Iteration 88Q: 3 clusters Score -3814484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -3814479.750000 Penalty: 5139.859375
	Iteration 89Q: 3 clusters Score -3814480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 29618 members 
Entering Unmasked Estep 
Score: -3814482.250000 Penalty: 5139.859375
	Iteration 90Q: 3 clusters Score -3814482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 29626 members 
Entering Unmasked Estep 
Score: -3814483.250000 Penalty: 5139.859375
	Iteration 91Q: 3 clusters Score -3814483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 29632 members 
Entering Unmasked Estep 
Score: -3814489.500000 Penalty: 5139.859375
	Iteration 92Q: 3 clusters Score -3814490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -3814490.500000 Penalty: 5139.859375
	Iteration 93Q: 3 clusters Score -3814490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 29644 members 
Entering Unmasked Estep 
Score: -3814489.250000 Penalty: 5139.859375
	Iteration 94Q: 3 clusters Score -3814489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 29651 members 
Entering Unmasked Estep 
Score: -3814489.000000 Penalty: 5139.859375
	Iteration 95Q: 3 clusters Score -3814489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 29658 members 
Entering Unmasked Estep 
Score: -3814493.000000 Penalty: 5139.859375
	Iteration 96Q: 3 clusters Score -3814493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 29664 members 
Entering Unmasked Estep 
Score: -3814492.000000 Penalty: 5139.859375
	Iteration 97Q: 3 clusters Score -3814492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -3814498.000000 Penalty: 5139.859375
	Iteration 98Q: 3 clusters Score -3814498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 29670 members 
Entering Unmasked Estep 
Score: -3814497.000000 Penalty: 5139.859375
	Iteration 99Q: 3 clusters Score -3814497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -3814497.250000 Penalty: 5139.859375
	Iteration 100F: 3 clusters Score -3814497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -3814496.500000 Penalty: 5139.859375
	Iteration 101Q: 3 clusters Score -3814496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 29673 members 
Entering Unmasked Estep 
Score: -3814494.750000 Penalty: 5139.859375
	Iteration 102Q: 3 clusters Score -3814495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 29673 members 
Entering Unmasked Estep 
Score: -3814494.750000 Penalty: 5139.859375
	Iteration 103F: 3 clusters Score -3814495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (25948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Entering Unmasked Estep 
Score: -3137418.500000 Penalty: 2520.634766
	Iteration 0F: 2 clusters Score -3137418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -3119475.250000 Penalty: 5041.269531
	Iteration 0F: 3 clusters Score -3119475 nChanged 11533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -3126030.750000 Penalty: 5041.269531
	Iteration 1F: 3 clusters Score -3126031 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -3126688.500000 Penalty: 5041.269531
	Iteration 2F: 3 clusters Score -3126688 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -3127431.250000 Penalty: 5041.269531
	Iteration 3F: 3 clusters Score -3127431 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -3128320.750000 Penalty: 5041.269531
	Iteration 4F: 3 clusters Score -3128321 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -3129303.750000 Penalty: 5041.269531
	Iteration 5F: 3 clusters Score -3129304 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -3130400.750000 Penalty: 5041.269531
	Iteration 6F: 3 clusters Score -3130401 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -3131445.000000 Penalty: 5041.269531
	Iteration 7F: 3 clusters Score -3131445 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -3132519.500000 Penalty: 5041.269531
	Iteration 8F: 3 clusters Score -3132520 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -3133415.250000 Penalty: 5041.269531
	Iteration 9Q: 3 clusters Score -3133415 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -3133979.750000 Penalty: 5041.269531
	Iteration 10Q: 3 clusters Score -3133980 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -3134324.250000 Penalty: 5041.269531
	Iteration 11Q: 3 clusters Score -3134324 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -3134523.750000 Penalty: 5041.269531
	Iteration 12Q: 3 clusters Score -3134524 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -3134653.500000 Penalty: 5041.269531
	Iteration 13Q: 3 clusters Score -3134654 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -3134757.500000 Penalty: 5041.269531
	Iteration 14Q: 3 clusters Score -3134758 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -3134825.250000 Penalty: 5041.269531
	Iteration 15Q: 3 clusters Score -3134825 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -3134880.250000 Penalty: 5041.269531
	Iteration 16Q: 3 clusters Score -3134880 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -3134917.250000 Penalty: 5041.269531
	Iteration 17Q: 3 clusters Score -3134917 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -3134961.250000 Penalty: 5041.269531
	Iteration 18Q: 3 clusters Score -3134961 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -3134974.500000 Penalty: 5041.269531
	Iteration 19Q: 3 clusters Score -3134974 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -3134985.000000 Penalty: 5041.269531
	Iteration 20F: 3 clusters Score -3134985 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -3135003.750000 Penalty: 5041.269531
	Iteration 21Q: 3 clusters Score -3135004 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -3135018.500000 Penalty: 5041.269531
	Iteration 22Q: 3 clusters Score -3135018 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -3135041.000000 Penalty: 5041.269531
	Iteration 23Q: 3 clusters Score -3135041 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -3135061.000000 Penalty: 5041.269531
	Iteration 24Q: 3 clusters Score -3135061 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -3135091.500000 Penalty: 5041.269531
	Iteration 25Q: 3 clusters Score -3135092 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -3135100.750000 Penalty: 5041.269531
	Iteration 26Q: 3 clusters Score -3135101 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -3135134.000000 Penalty: 5041.269531
	Iteration 27Q: 3 clusters Score -3135134 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -3135156.000000 Penalty: 5041.269531
	Iteration 28Q: 3 clusters Score -3135156 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -3135183.000000 Penalty: 5041.269531
	Iteration 29Q: 3 clusters Score -3135183 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -3135196.750000 Penalty: 5041.269531
	Iteration 30Q: 3 clusters Score -3135197 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -3135220.500000 Penalty: 5041.269531
	Iteration 31Q: 3 clusters Score -3135220 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -3135240.250000 Penalty: 5041.269531
	Iteration 32Q: 3 clusters Score -3135240 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -3135275.000000 Penalty: 5041.269531
	Iteration 33Q: 3 clusters Score -3135275 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -3135289.000000 Penalty: 5041.269531
	Iteration 34Q: 3 clusters Score -3135289 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -3135292.750000 Penalty: 5041.269531
	Iteration 35Q: 3 clusters Score -3135293 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -3135323.250000 Penalty: 5041.269531
	Iteration 36Q: 3 clusters Score -3135323 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -3135333.750000 Penalty: 5041.269531
	Iteration 37Q: 3 clusters Score -3135334 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -3135341.750000 Penalty: 5041.269531
	Iteration 38Q: 3 clusters Score -3135342 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -3135354.250000 Penalty: 5041.269531
	Iteration 39Q: 3 clusters Score -3135354 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -3135359.000000 Penalty: 5041.269531
	Iteration 40F: 3 clusters Score -3135359 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -3135369.000000 Penalty: 5041.269531
	Iteration 41Q: 3 clusters Score -3135369 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -3135379.500000 Penalty: 5041.269531
	Iteration 42Q: 3 clusters Score -3135380 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -3135400.250000 Penalty: 5041.269531
	Iteration 43Q: 3 clusters Score -3135400 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -3135409.250000 Penalty: 5041.269531
	Iteration 44Q: 3 clusters Score -3135409 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -3135417.500000 Penalty: 5041.269531
	Iteration 45Q: 3 clusters Score -3135418 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -3135419.000000 Penalty: 5041.269531
	Iteration 46Q: 3 clusters Score -3135419 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -3135422.500000 Penalty: 5041.269531
	Iteration 47Q: 3 clusters Score -3135422 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -3135422.750000 Penalty: 5041.269531
	Iteration 48Q: 3 clusters Score -3135423 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -3135429.250000 Penalty: 5041.269531
	Iteration 49Q: 3 clusters Score -3135429 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -3135425.750000 Penalty: 5041.269531
	Iteration 50Q: 3 clusters Score -3135426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -3135428.750000 Penalty: 5041.269531
	Iteration 51Q: 3 clusters Score -3135429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -3135428.750000 Penalty: 5041.269531
	Iteration 52Q: 3 clusters Score -3135429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -3135427.250000 Penalty: 5041.269531
	Iteration 53Q: 3 clusters Score -3135427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -3135427.750000 Penalty: 5041.269531
	Iteration 54Q: 3 clusters Score -3135428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -3135432.000000 Penalty: 5041.269531
	Iteration 55Q: 3 clusters Score -3135432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -3135426.250000 Penalty: 5041.269531
	Iteration 56Q: 3 clusters Score -3135426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -3135424.250000 Penalty: 5041.269531
	Iteration 57Q: 3 clusters Score -3135424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -3135424.250000 Penalty: 5041.269531
	Iteration 58F: 3 clusters Score -3135424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (187942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187942 members 
Entering Unmasked Estep 
Score: -22388956.000000 Penalty: 3011.684326
	Iteration 0F: 2 clusters Score -2.238896e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94047 members 
Mstep: Class 2 contains 93895 members 
Entering Unmasked Estep 
Score: -22262962.000000 Penalty: 6023.368652
	Iteration 0F: 3 clusters Score -2.226296e+07 nChanged 90488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97423 members 
Mstep: Class 2 contains 90519 members 
Entering Unmasked Estep 
Score: -22315736.000000 Penalty: 6023.368652
	Iteration 1F: 3 clusters Score -2.231574e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99725 members 
Mstep: Class 2 contains 88217 members 
Entering Unmasked Estep 
Score: -22316944.000000 Penalty: 6023.368652
	Iteration 2Q: 3 clusters Score -2.231694e+07 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103200 members 
Mstep: Class 2 contains 84742 members 
Entering Unmasked Estep 
Score: -22318498.000000 Penalty: 6023.368652
	Iteration 3Q: 3 clusters Score -2.23185e+07 nChanged 7191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108469 members 
Mstep: Class 2 contains 79473 members 
Entering Unmasked Estep 
Score: -22320840.000000 Penalty: 6023.368652
	Iteration 4Q: 3 clusters Score -2.232084e+07 nChanged 9260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116329 members 
Mstep: Class 2 contains 71613 members 
Entering Unmasked Estep 
Score: -22324960.000000 Penalty: 6023.368652
	Iteration 5Q: 3 clusters Score -2.232496e+07 nChanged 11849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127384 members 
Mstep: Class 2 contains 60558 members 
Entering Unmasked Estep 
Score: -22331916.000000 Penalty: 6023.368652
	Iteration 6F: 3 clusters Score -2.233192e+07 nChanged 14682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141658 members 
Mstep: Class 2 contains 46284 members 
Entering Unmasked Estep 
Score: -22343130.000000 Penalty: 6023.368652
	Iteration 7F: 3 clusters Score -2.234313e+07 nChanged 16002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157506 members 
Mstep: Class 2 contains 30436 members 
Entering Unmasked Estep 
Score: -22357528.000000 Penalty: 6023.368652
	Iteration 8F: 3 clusters Score -2.235753e+07 nChanged 14190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171662 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -22371426.000000 Penalty: 6023.368652
	Iteration 9F: 3 clusters Score -2.237143e+07 nChanged 9259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180917 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -22380426.000000 Penalty: 6023.368652
	Iteration 10Q: 3 clusters Score -2.238043e+07 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185115 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -22384150.000000 Penalty: 6023.368652
	Iteration 11Q: 3 clusters Score -2.238415e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186675 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -22385444.000000 Penalty: 6023.368652
	Iteration 12Q: 3 clusters Score -2.238544e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187175 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -22385952.000000 Penalty: 6023.368652
	Iteration 13Q: 3 clusters Score -2.238595e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187338 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -22386160.000000 Penalty: 6023.368652
	Iteration 14Q: 3 clusters Score -2.238616e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187407 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -22386232.000000 Penalty: 6023.368652
	Iteration 15Q: 3 clusters Score -2.238623e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187432 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -22386300.000000 Penalty: 6023.368652
	Iteration 16Q: 3 clusters Score -2.23863e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187432 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -22386328.000000 Penalty: 6023.368652
	Iteration 17Q: 3 clusters Score -2.238633e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187441 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -22386328.000000 Penalty: 6023.368652
	Iteration 18Q: 3 clusters Score -2.238633e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187443 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -22386346.000000 Penalty: 6023.368652
	Iteration 19Q: 3 clusters Score -2.238635e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187444 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -22386358.000000 Penalty: 6023.368652
	Iteration 20F: 3 clusters Score -2.238636e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187449 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -22386398.000000 Penalty: 6023.368652
	Iteration 21Q: 3 clusters Score -2.23864e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187450 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -22386386.000000 Penalty: 6023.368652
	Iteration 22Q: 3 clusters Score -2.238639e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187453 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -22386414.000000 Penalty: 6023.368652
	Iteration 23Q: 3 clusters Score -2.238641e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187452 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -22386426.000000 Penalty: 6023.368652
	Iteration 24Q: 3 clusters Score -2.238643e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187456 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -22386430.000000 Penalty: 6023.368652
	Iteration 25Q: 3 clusters Score -2.238643e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187459 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -22386442.000000 Penalty: 6023.368652
	Iteration 26Q: 3 clusters Score -2.238644e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187463 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -22386458.000000 Penalty: 6023.368652
	Iteration 27Q: 3 clusters Score -2.238646e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187463 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -22386464.000000 Penalty: 6023.368652
	Iteration 28Q: 3 clusters Score -2.238646e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187466 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -22386458.000000 Penalty: 6023.368652
	Iteration 29Q: 3 clusters Score -2.238646e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187470 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -22386464.000000 Penalty: 6023.368652
	Iteration 30Q: 3 clusters Score -2.238646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187470 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -22386460.000000 Penalty: 6023.368652
	Iteration 31Q: 3 clusters Score -2.238646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187469 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -22386466.000000 Penalty: 6023.368652
	Iteration 32Q: 3 clusters Score -2.238647e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187470 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -22386458.000000 Penalty: 6023.368652
	Iteration 33Q: 3 clusters Score -2.238646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187469 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -22386460.000000 Penalty: 6023.368652
	Iteration 34Q: 3 clusters Score -2.238646e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187469 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -22386460.000000 Penalty: 6023.368652
	Iteration 35F: 3 clusters Score -2.238646e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Entering Unmasked Estep 
Score: -797019.875000 Penalty: 2179.306152
	Iteration 0F: 2 clusters Score -797019.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -791605.125000 Penalty: 4358.612305
	Iteration 0F: 3 clusters Score -791605.1 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -793214.750000 Penalty: 4358.612305
	Iteration 1F: 3 clusters Score -793214.8 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -793713.187500 Penalty: 4358.612305
	Iteration 2F: 3 clusters Score -793713.2 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -794243.562500 Penalty: 4358.612305
	Iteration 3F: 3 clusters Score -794243.6 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -794853.937500 Penalty: 4358.612305
	Iteration 4F: 3 clusters Score -794853.9 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -795361.875000 Penalty: 4358.612305
	Iteration 5F: 3 clusters Score -795361.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -795676.312500 Penalty: 4358.612305
	Iteration 6F: 3 clusters Score -795676.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -795922.687500 Penalty: 4358.612305
	Iteration 7Q: 3 clusters Score -795922.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -796121.437500 Penalty: 4358.612305
	Iteration 8Q: 3 clusters Score -796121.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -796235.000000 Penalty: 4358.612305
	Iteration 9Q: 3 clusters Score -796235 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -796311.875000 Penalty: 4358.612305
	Iteration 10Q: 3 clusters Score -796311.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -796372.687500 Penalty: 4358.612305
	Iteration 11Q: 3 clusters Score -796372.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -796423.375000 Penalty: 4358.612305
	Iteration 12Q: 3 clusters Score -796423.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -796463.625000 Penalty: 4358.612305
	Iteration 13Q: 3 clusters Score -796463.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -796487.937500 Penalty: 4358.612305
	Iteration 14Q: 3 clusters Score -796487.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -796514.312500 Penalty: 4358.612305
	Iteration 15Q: 3 clusters Score -796514.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -796534.875000 Penalty: 4358.612305
	Iteration 16Q: 3 clusters Score -796534.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -796549.812500 Penalty: 4358.612305
	Iteration 17Q: 3 clusters Score -796549.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -796560.750000 Penalty: 4358.612305
	Iteration 18Q: 3 clusters Score -796560.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -796570.312500 Penalty: 4358.612305
	Iteration 19Q: 3 clusters Score -796570.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -796575.875000 Penalty: 4358.612305
	Iteration 20F: 3 clusters Score -796575.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -796577.375000 Penalty: 4358.612305
	Iteration 21Q: 3 clusters Score -796577.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -796576.312500 Penalty: 4358.612305
	Iteration 22Q: 3 clusters Score -796576.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -796576.312500 Penalty: 4358.612305
	Iteration 23F: 3 clusters Score -796576.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (38381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38381 members 
Entering Unmasked Estep 
Score: -4556458.000000 Penalty: 2617.718750
	Iteration 0F: 2 clusters Score -4556458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -4530306.000000 Penalty: 5235.437500
	Iteration 0F: 3 clusters Score -4530306 nChanged 17699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -4539953.000000 Penalty: 5235.437500
	Iteration 1F: 3 clusters Score -4539953 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -4540459.000000 Penalty: 5235.437500
	Iteration 2Q: 3 clusters Score -4540459 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -4540945.000000 Penalty: 5235.437500
	Iteration 3Q: 3 clusters Score -4540945 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -4541642.000000 Penalty: 5235.437500
	Iteration 4Q: 3 clusters Score -4541642 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -4542671.500000 Penalty: 5235.437500
	Iteration 5F: 3 clusters Score -4542672 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -4544178.000000 Penalty: 5235.437500
	Iteration 6F: 3 clusters Score -4544178 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -4546097.000000 Penalty: 5235.437500
	Iteration 7F: 3 clusters Score -4546097 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -4548018.000000 Penalty: 5235.437500
	Iteration 8F: 3 clusters Score -4548018 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -4549679.500000 Penalty: 5235.437500
	Iteration 9F: 3 clusters Score -4549680 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33100 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -4550949.000000 Penalty: 5235.437500
	Iteration 10Q: 3 clusters Score -4550949 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -4551877.500000 Penalty: 5235.437500
	Iteration 11Q: 3 clusters Score -4551878 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35319 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -4552609.000000 Penalty: 5235.437500
	Iteration 12Q: 3 clusters Score -4552609 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -4553081.000000 Penalty: 5235.437500
	Iteration 13Q: 3 clusters Score -4553081 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36492 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -4553383.000000 Penalty: 5235.437500
	Iteration 14Q: 3 clusters Score -4553383 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36855 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -4553616.500000 Penalty: 5235.437500
	Iteration 15Q: 3 clusters Score -4553616 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37101 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -4553793.500000 Penalty: 5235.437500
	Iteration 16Q: 3 clusters Score -4553794 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37279 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4553888.000000 Penalty: 5235.437500
	Iteration 17Q: 3 clusters Score -4553888 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37394 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -4553971.000000 Penalty: 5235.437500
	Iteration 18Q: 3 clusters Score -4553971 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37492 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -4554045.500000 Penalty: 5235.437500
	Iteration 19Q: 3 clusters Score -4554046 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37562 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -4554096.500000 Penalty: 5235.437500
	Iteration 20F: 3 clusters Score -4554096 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37615 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -4554139.000000 Penalty: 5235.437500
	Iteration 21Q: 3 clusters Score -4554139 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37654 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -4554175.500000 Penalty: 5235.437500
	Iteration 22Q: 3 clusters Score -4554176 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37677 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4554209.500000 Penalty: 5235.437500
	Iteration 23Q: 3 clusters Score -4554210 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37701 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4554222.500000 Penalty: 5235.437500
	Iteration 24Q: 3 clusters Score -4554222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -4554238.500000 Penalty: 5235.437500
	Iteration 25Q: 3 clusters Score -4554238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -4554242.000000 Penalty: 5235.437500
	Iteration 26Q: 3 clusters Score -4554242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37734 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4554254.500000 Penalty: 5235.437500
	Iteration 27Q: 3 clusters Score -4554254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37744 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -4554258.000000 Penalty: 5235.437500
	Iteration 28Q: 3 clusters Score -4554258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4554261.500000 Penalty: 5235.437500
	Iteration 29Q: 3 clusters Score -4554262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4554258.500000 Penalty: 5235.437500
	Iteration 30Q: 3 clusters Score -4554258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37758 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4554264.500000 Penalty: 5235.437500
	Iteration 31Q: 3 clusters Score -4554264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -4554263.500000 Penalty: 5235.437500
	Iteration 32Q: 3 clusters Score -4554264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -4554274.500000 Penalty: 5235.437500
	Iteration 33Q: 3 clusters Score -4554274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -4554272.000000 Penalty: 5235.437500
	Iteration 34Q: 3 clusters Score -4554272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37778 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4554277.000000 Penalty: 5235.437500
	Iteration 35Q: 3 clusters Score -4554277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37782 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4554277.000000 Penalty: 5235.437500
	Iteration 36Q: 3 clusters Score -4554277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37780 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4554281.500000 Penalty: 5235.437500
	Iteration 37Q: 3 clusters Score -4554282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37781 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4554285.000000 Penalty: 5235.437500
	Iteration 38Q: 3 clusters Score -4554285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37781 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4554282.000000 Penalty: 5235.437500
	Iteration 39Q: 3 clusters Score -4554282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37784 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -4554290.500000 Penalty: 5235.437500
	Iteration 40F: 3 clusters Score -4554290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37788 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -4554290.000000 Penalty: 5235.437500
	Iteration 41Q: 3 clusters Score -4554290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37788 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -4554293.000000 Penalty: 5235.437500
	Iteration 42Q: 3 clusters Score -4554293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37791 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -4554294.500000 Penalty: 5235.437500
	Iteration 43Q: 3 clusters Score -4554294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37791 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -4554296.000000 Penalty: 5235.437500
	Iteration 44Q: 3 clusters Score -4554296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4554295.500000 Penalty: 5235.437500
	Iteration 45Q: 3 clusters Score -4554296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -4554297.500000 Penalty: 5235.437500
	Iteration 46Q: 3 clusters Score -4554298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -4554297.500000 Penalty: 5235.437500
	Iteration 47F: 3 clusters Score -4554298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Entering Unmasked Estep 
Score: -1003519.500000 Penalty: 2251.699707
	Iteration 0F: 2 clusters Score -1003520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -996652.687500 Penalty: 4503.399414
	Iteration 0F: 3 clusters Score -996652.7 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -998688.000000 Penalty: 4503.399414
	Iteration 1F: 3 clusters Score -998688 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -999096.125000 Penalty: 4503.399414
	Iteration 2F: 3 clusters Score -999096.1 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -999535.562500 Penalty: 4503.399414
	Iteration 3F: 3 clusters Score -999535.6 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1000112.812500 Penalty: 4503.399414
	Iteration 4F: 3 clusters Score -1000113 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1000782.062500 Penalty: 4503.399414
	Iteration 5F: 3 clusters Score -1000782 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1001292.437500 Penalty: 4503.399414
	Iteration 6F: 3 clusters Score -1001292 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1001615.500000 Penalty: 4503.399414
	Iteration 7F: 3 clusters Score -1001616 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1001860.250000 Penalty: 4503.399414
	Iteration 8Q: 3 clusters Score -1001860 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1002082.187500 Penalty: 4503.399414
	Iteration 9Q: 3 clusters Score -1002082 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1002302.062500 Penalty: 4503.399414
	Iteration 10Q: 3 clusters Score -1002302 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1002598.875000 Penalty: 4503.399414
	Iteration 11Q: 3 clusters Score -1002599 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1002998.875000 Penalty: 4503.399414
	Iteration 12Q: 3 clusters Score -1002999 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1003347.750000 Penalty: 4503.399414
	Iteration 13Q: 3 clusters Score -1003348 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1003596.187500 Penalty: 4503.399414
	Iteration 14Q: 3 clusters Score -1003596 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1003724.125000 Penalty: 4503.399414
	Iteration 15Q: 3 clusters Score -1003724 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1003792.250000 Penalty: 4503.399414
	Iteration 16Q: 3 clusters Score -1003792 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1003833.562500 Penalty: 4503.399414
	Iteration 17Q: 3 clusters Score -1003834 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1003865.812500 Penalty: 4503.399414
	Iteration 18Q: 3 clusters Score -1003866 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1003890.250000 Penalty: 4503.399414
	Iteration 19Q: 3 clusters Score -1003890 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1003900.250000 Penalty: 4503.399414
	Iteration 20F: 3 clusters Score -1003900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1003905.250000 Penalty: 4503.399414
	Iteration 21Q: 3 clusters Score -1003905 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1003910.875000 Penalty: 4503.399414
	Iteration 22Q: 3 clusters Score -1003911 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1003914.250000 Penalty: 4503.399414
	Iteration 23Q: 3 clusters Score -1003914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1003918.375000 Penalty: 4503.399414
	Iteration 24Q: 3 clusters Score -1003918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1003927.000000 Penalty: 4503.399414
	Iteration 25Q: 3 clusters Score -1003927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1003929.562500 Penalty: 4503.399414
	Iteration 26Q: 3 clusters Score -1003930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1003930.625000 Penalty: 4503.399414
	Iteration 27Q: 3 clusters Score -1003931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1003932.812500 Penalty: 4503.399414
	Iteration 28Q: 3 clusters Score -1003933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1003931.812500 Penalty: 4503.399414
	Iteration 29Q: 3 clusters Score -1003932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1003933.125000 Penalty: 4503.399414
	Iteration 30Q: 3 clusters Score -1003933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1003937.187500 Penalty: 4503.399414
	Iteration 31Q: 3 clusters Score -1003937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1003936.312500 Penalty: 4503.399414
	Iteration 32Q: 3 clusters Score -1003936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1003938.187500 Penalty: 4503.399414
	Iteration 33Q: 3 clusters Score -1003938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1003938.812500 Penalty: 4503.399414
	Iteration 34Q: 3 clusters Score -1003939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1003940.375000 Penalty: 4503.399414
	Iteration 35Q: 3 clusters Score -1003940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1003940.687500 Penalty: 4503.399414
	Iteration 36Q: 3 clusters Score -1003941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1003940.687500 Penalty: 4503.399414
	Iteration 37F: 3 clusters Score -1003941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58545 members 
Mstep: Class 2 contains 156440 members 
Mstep: Class 3 contains 7360 members 
Mstep: Class 4 contains 179869 members 
Mstep: Class 5 contains 11193 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31654 members 
Mstep: Class 8 contains 25948 members 
Mstep: Class 9 contains 187942 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38381 members 
Mstep: Class 12 contains 6617 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 8057 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10542 members 
Mstep: Class 17 contains 69901 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12389 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276831 members 
Mstep: Class 22 contains 41065 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283160 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21605 members 
Mstep: Class 27 contains 16670 members 
Mstep: Class 28 contains 11333 members 
Mstep: Class 29 contains 6345 members 
Mstep: Class 30 contains 38251 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 221727 members 
Mstep: Class 35 contains 170667 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10943 members 
Mstep: Class 39 contains 2156 members 
Entering Unmasked Estep 
Score: -235411808.000000 Penalty: 140280.062500
Splitting cluster 12 changes total score from -235412688.000000 to -235411808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (10503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Entering Unmasked Estep 
Score: -1205118.375000 Penalty: 2296.335205
	Iteration 0F: 2 clusters Score -1205118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1197165.125000 Penalty: 4592.670410
	Iteration 0F: 3 clusters Score -1197165 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1199578.000000 Penalty: 4592.670410
	Iteration 1F: 3 clusters Score -1199578 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1200004.500000 Penalty: 4592.670410
	Iteration 2F: 3 clusters Score -1200004 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1200406.125000 Penalty: 4592.670410
	Iteration 3F: 3 clusters Score -1200406 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1200837.250000 Penalty: 4592.670410
	Iteration 4F: 3 clusters Score -1200837 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1201289.875000 Penalty: 4592.670410
	Iteration 5F: 3 clusters Score -1201290 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1201766.000000 Penalty: 4592.670410
	Iteration 6F: 3 clusters Score -1201766 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1202230.125000 Penalty: 4592.670410
	Iteration 7F: 3 clusters Score -1202230 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1202661.500000 Penalty: 4592.670410
	Iteration 8Q: 3 clusters Score -1202662 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1202997.875000 Penalty: 4592.670410
	Iteration 9Q: 3 clusters Score -1202998 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1203248.500000 Penalty: 4592.670410
	Iteration 10Q: 3 clusters Score -1203248 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1203409.250000 Penalty: 4592.670410
	Iteration 11Q: 3 clusters Score -1203409 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1203504.625000 Penalty: 4592.670410
	Iteration 12Q: 3 clusters Score -1203505 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1203580.500000 Penalty: 4592.670410
	Iteration 13Q: 3 clusters Score -1203580 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1203623.625000 Penalty: 4592.670410
	Iteration 14Q: 3 clusters Score -1203624 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1203654.125000 Penalty: 4592.670410
	Iteration 15Q: 3 clusters Score -1203654 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1203671.125000 Penalty: 4592.670410
	Iteration 16Q: 3 clusters Score -1203671 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1203686.125000 Penalty: 4592.670410
	Iteration 17Q: 3 clusters Score -1203686 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1203700.375000 Penalty: 4592.670410
	Iteration 18Q: 3 clusters Score -1203700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1203706.250000 Penalty: 4592.670410
	Iteration 19Q: 3 clusters Score -1203706 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1203719.125000 Penalty: 4592.670410
	Iteration 20F: 3 clusters Score -1203719 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1203734.000000 Penalty: 4592.670410
	Iteration 21Q: 3 clusters Score -1203734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1203742.125000 Penalty: 4592.670410
	Iteration 22Q: 3 clusters Score -1203742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1203750.750000 Penalty: 4592.670410
	Iteration 23Q: 3 clusters Score -1203751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1203752.375000 Penalty: 4592.670410
	Iteration 24Q: 3 clusters Score -1203752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1203755.750000 Penalty: 4592.670410
	Iteration 25Q: 3 clusters Score -1203756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1203760.000000 Penalty: 4592.670410
	Iteration 26Q: 3 clusters Score -1203760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1203762.375000 Penalty: 4592.670410
	Iteration 27Q: 3 clusters Score -1203762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1203764.000000 Penalty: 4592.670410
	Iteration 28Q: 3 clusters Score -1203764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1203765.000000 Penalty: 4592.670410
	Iteration 29Q: 3 clusters Score -1203765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1203768.375000 Penalty: 4592.670410
	Iteration 30Q: 3 clusters Score -1203768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1203769.625000 Penalty: 4592.670410
	Iteration 31Q: 3 clusters Score -1203770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1203769.750000 Penalty: 4592.670410
	Iteration 32Q: 3 clusters Score -1203770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1203771.375000 Penalty: 4592.670410
	Iteration 33Q: 3 clusters Score -1203771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1203772.875000 Penalty: 4592.670410
	Iteration 34Q: 3 clusters Score -1203773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1203773.000000 Penalty: 4592.670410
	Iteration 35Q: 3 clusters Score -1203773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1203773.000000 Penalty: 4592.670410
	Iteration 36F: 3 clusters Score -1203773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Entering Unmasked Estep 
Score: -907387.312500 Penalty: 2230.585693
	Iteration 0F: 2 clusters Score -907387.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -900945.625000 Penalty: 4461.171387
	Iteration 0F: 3 clusters Score -900945.6 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -902695.062500 Penalty: 4461.171387
	Iteration 1F: 3 clusters Score -902695.1 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -902976.062500 Penalty: 4461.171387
	Iteration 2F: 3 clusters Score -902976.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -903152.312500 Penalty: 4461.171387
	Iteration 3F: 3 clusters Score -903152.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -903287.687500 Penalty: 4461.171387
	Iteration 4Q: 3 clusters Score -903287.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -903393.562500 Penalty: 4461.171387
	Iteration 5Q: 3 clusters Score -903393.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -903486.312500 Penalty: 4461.171387
	Iteration 6Q: 3 clusters Score -903486.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -903574.000000 Penalty: 4461.171387
	Iteration 7Q: 3 clusters Score -903574 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -903678.687500 Penalty: 4461.171387
	Iteration 8Q: 3 clusters Score -903678.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -903786.500000 Penalty: 4461.171387
	Iteration 9Q: 3 clusters Score -903786.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -903889.000000 Penalty: 4461.171387
	Iteration 10Q: 3 clusters Score -903889 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -903998.687500 Penalty: 4461.171387
	Iteration 11Q: 3 clusters Score -903998.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -904106.500000 Penalty: 4461.171387
	Iteration 12Q: 3 clusters Score -904106.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -904213.625000 Penalty: 4461.171387
	Iteration 13Q: 3 clusters Score -904213.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -904332.875000 Penalty: 4461.171387
	Iteration 14Q: 3 clusters Score -904332.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -904439.187500 Penalty: 4461.171387
	Iteration 15Q: 3 clusters Score -904439.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -904549.937500 Penalty: 4461.171387
	Iteration 16Q: 3 clusters Score -904549.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -904673.187500 Penalty: 4461.171387
	Iteration 17Q: 3 clusters Score -904673.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -904830.187500 Penalty: 4461.171387
	Iteration 18Q: 3 clusters Score -904830.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -905021.437500 Penalty: 4461.171387
	Iteration 19Q: 3 clusters Score -905021.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -905246.250000 Penalty: 4461.171387
	Iteration 20F: 3 clusters Score -905246.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -905515.375000 Penalty: 4461.171387
	Iteration 21Q: 3 clusters Score -905515.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -905782.375000 Penalty: 4461.171387
	Iteration 22Q: 3 clusters Score -905782.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -906067.687500 Penalty: 4461.171387
	Iteration 23Q: 3 clusters Score -906067.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -906437.875000 Penalty: 4461.171387
	Iteration 24Q: 3 clusters Score -906437.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -906743.750000 Penalty: 4461.171387
	Iteration 25Q: 3 clusters Score -906743.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -906962.500000 Penalty: 4461.171387
	Iteration 26Q: 3 clusters Score -906962.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -907077.812500 Penalty: 4461.171387
	Iteration 27Q: 3 clusters Score -907077.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -907117.000000 Penalty: 4461.171387
	Iteration 28Q: 3 clusters Score -907117 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -907131.250000 Penalty: 4461.171387
	Iteration 29Q: 3 clusters Score -907131.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -907132.062500 Penalty: 4461.171387
	Iteration 30Q: 3 clusters Score -907132.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -907135.937500 Penalty: 4461.171387
	Iteration 31Q: 3 clusters Score -907135.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -907136.437500 Penalty: 4461.171387
	Iteration 32Q: 3 clusters Score -907136.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -907140.562500 Penalty: 4461.171387
	Iteration 33F: 3 clusters Score -907140.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -907140.000000 Penalty: 4461.171387
	Iteration 34Q: 3 clusters Score -907140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -907143.875000 Penalty: 4461.171387
	Iteration 35Q: 3 clusters Score -907143.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -907143.875000 Penalty: 4461.171387
	Iteration 36F: 3 clusters Score -907143.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Entering Unmasked Estep 
Score: -940505.187500 Penalty: 2241.720703
	Iteration 0F: 2 clusters Score -940505.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -933945.437500 Penalty: 4483.441406
	Iteration 0F: 3 clusters Score -933945.4 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -936241.875000 Penalty: 4483.441406
	Iteration 1F: 3 clusters Score -936241.9 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -936926.250000 Penalty: 4483.441406
	Iteration 2F: 3 clusters Score -936926.2 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -937794.000000 Penalty: 4483.441406
	Iteration 3F: 3 clusters Score -937794 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -938699.437500 Penalty: 4483.441406
	Iteration 4F: 3 clusters Score -938699.4 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -939404.812500 Penalty: 4483.441406
	Iteration 5F: 3 clusters Score -939404.8 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -939871.125000 Penalty: 4483.441406
	Iteration 6F: 3 clusters Score -939871.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -940170.437500 Penalty: 4483.441406
	Iteration 7Q: 3 clusters Score -940170.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -940411.812500 Penalty: 4483.441406
	Iteration 8Q: 3 clusters Score -940411.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -940628.812500 Penalty: 4483.441406
	Iteration 9Q: 3 clusters Score -940628.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -940789.875000 Penalty: 4483.441406
	Iteration 10Q: 3 clusters Score -940789.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -940923.750000 Penalty: 4483.441406
	Iteration 11Q: 3 clusters Score -940923.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -941039.625000 Penalty: 4483.441406
	Iteration 12Q: 3 clusters Score -941039.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -941113.500000 Penalty: 4483.441406
	Iteration 13Q: 3 clusters Score -941113.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -941176.250000 Penalty: 4483.441406
	Iteration 14Q: 3 clusters Score -941176.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -941231.000000 Penalty: 4483.441406
	Iteration 15Q: 3 clusters Score -941231 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -941263.875000 Penalty: 4483.441406
	Iteration 16Q: 3 clusters Score -941263.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -941288.187500 Penalty: 4483.441406
	Iteration 17Q: 3 clusters Score -941288.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -941305.875000 Penalty: 4483.441406
	Iteration 18Q: 3 clusters Score -941305.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -941314.687500 Penalty: 4483.441406
	Iteration 19Q: 3 clusters Score -941314.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -941337.937500 Penalty: 4483.441406
	Iteration 20F: 3 clusters Score -941337.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -941413.062500 Penalty: 4483.441406
	Iteration 21Q: 3 clusters Score -941413.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -941470.437500 Penalty: 4483.441406
	Iteration 22Q: 3 clusters Score -941470.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -941528.250000 Penalty: 4483.441406
	Iteration 23Q: 3 clusters Score -941528.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -941558.187500 Penalty: 4483.441406
	Iteration 24Q: 3 clusters Score -941558.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -941569.375000 Penalty: 4483.441406
	Iteration 25Q: 3 clusters Score -941569.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -941572.687500 Penalty: 4483.441406
	Iteration 26Q: 3 clusters Score -941572.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -941574.875000 Penalty: 4483.441406
	Iteration 27Q: 3 clusters Score -941574.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -941586.937500 Penalty: 4483.441406
	Iteration 28Q: 3 clusters Score -941586.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -941588.437500 Penalty: 4483.441406
	Iteration 29Q: 3 clusters Score -941588.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -941591.500000 Penalty: 4483.441406
	Iteration 30Q: 3 clusters Score -941591.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -941593.125000 Penalty: 4483.441406
	Iteration 31F: 3 clusters Score -941593.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -941597.937500 Penalty: 4483.441406
	Iteration 32Q: 3 clusters Score -941597.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -941598.562500 Penalty: 4483.441406
	Iteration 33Q: 3 clusters Score -941598.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -941600.562500 Penalty: 4483.441406
	Iteration 34Q: 3 clusters Score -941600.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -941604.500000 Penalty: 4483.441406
	Iteration 35Q: 3 clusters Score -941604.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -941604.062500 Penalty: 4483.441406
	Iteration 36Q: 3 clusters Score -941604.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -941603.937500 Penalty: 4483.441406
	Iteration 37Q: 3 clusters Score -941603.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -941606.250000 Penalty: 4483.441406
	Iteration 38Q: 3 clusters Score -941606.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -941606.250000 Penalty: 4483.441406
	Iteration 39F: 3 clusters Score -941606.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58545 members 
Mstep: Class 2 contains 156440 members 
Mstep: Class 3 contains 7360 members 
Mstep: Class 4 contains 179869 members 
Mstep: Class 5 contains 11193 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31654 members 
Mstep: Class 8 contains 25948 members 
Mstep: Class 9 contains 187942 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38381 members 
Mstep: Class 12 contains 8773 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 8057 members 
Mstep: Class 15 contains 7817 members 
Mstep: Class 16 contains 10542 members 
Mstep: Class 17 contains 69901 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12389 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276831 members 
Mstep: Class 22 contains 41065 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283160 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21605 members 
Mstep: Class 27 contains 16670 members 
Mstep: Class 28 contains 11333 members 
Mstep: Class 29 contains 6345 members 
Mstep: Class 30 contains 38251 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 221727 members 
Mstep: Class 35 contains 170667 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10943 members 
Mstep: Class 39 contains 610 members 
Entering Unmasked Estep 
Score: -235411888.000000 Penalty: 140280.062500
Splitting cluster 15 changes total score from -235412688.000000 to -235411888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (10542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Entering Unmasked Estep 
Score: -1201173.875000 Penalty: 2297.254395
	Iteration 0F: 2 clusters Score -1201174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1193140.750000 Penalty: 4594.508789
	Iteration 0F: 3 clusters Score -1193141 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1195772.875000 Penalty: 4594.508789
	Iteration 1F: 3 clusters Score -1195773 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1196412.750000 Penalty: 4594.508789
	Iteration 2F: 3 clusters Score -1196413 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1197059.125000 Penalty: 4594.508789
	Iteration 3F: 3 clusters Score -1197059 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1197645.625000 Penalty: 4594.508789
	Iteration 4F: 3 clusters Score -1197646 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1198115.000000 Penalty: 4594.508789
	Iteration 5F: 3 clusters Score -1198115 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1198511.750000 Penalty: 4594.508789
	Iteration 6Q: 3 clusters Score -1198512 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1198878.375000 Penalty: 4594.508789
	Iteration 7Q: 3 clusters Score -1198878 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1199215.375000 Penalty: 4594.508789
	Iteration 8Q: 3 clusters Score -1199215 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1199462.250000 Penalty: 4594.508789
	Iteration 9Q: 3 clusters Score -1199462 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1199643.375000 Penalty: 4594.508789
	Iteration 10Q: 3 clusters Score -1199643 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1199804.250000 Penalty: 4594.508789
	Iteration 11Q: 3 clusters Score -1199804 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1199977.250000 Penalty: 4594.508789
	Iteration 12Q: 3 clusters Score -1199977 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1200152.375000 Penalty: 4594.508789
	Iteration 13Q: 3 clusters Score -1200152 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1200366.250000 Penalty: 4594.508789
	Iteration 14Q: 3 clusters Score -1200366 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1200660.250000 Penalty: 4594.508789
	Iteration 15Q: 3 clusters Score -1200660 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1200853.625000 Penalty: 4594.508789
	Iteration 16Q: 3 clusters Score -1200854 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1200940.125000 Penalty: 4594.508789
	Iteration 17Q: 3 clusters Score -1200940 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1200973.500000 Penalty: 4594.508789
	Iteration 18Q: 3 clusters Score -1200974 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1200994.000000 Penalty: 4594.508789
	Iteration 19Q: 3 clusters Score -1200994 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1201008.250000 Penalty: 4594.508789
	Iteration 20F: 3 clusters Score -1201008 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1201018.250000 Penalty: 4594.508789
	Iteration 21Q: 3 clusters Score -1201018 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1201023.375000 Penalty: 4594.508789
	Iteration 22Q: 3 clusters Score -1201023 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1201024.125000 Penalty: 4594.508789
	Iteration 23Q: 3 clusters Score -1201024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1201024.625000 Penalty: 4594.508789
	Iteration 24Q: 3 clusters Score -1201025 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1201029.625000 Penalty: 4594.508789
	Iteration 25Q: 3 clusters Score -1201030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1201032.625000 Penalty: 4594.508789
	Iteration 26Q: 3 clusters Score -1201033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1201033.750000 Penalty: 4594.508789
	Iteration 27Q: 3 clusters Score -1201034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1201035.625000 Penalty: 4594.508789
	Iteration 28Q: 3 clusters Score -1201036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1201036.875000 Penalty: 4594.508789
	Iteration 29Q: 3 clusters Score -1201037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1201037.250000 Penalty: 4594.508789
	Iteration 30Q: 3 clusters Score -1201037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1201038.875000 Penalty: 4594.508789
	Iteration 31Q: 3 clusters Score -1201039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1201042.000000 Penalty: 4594.508789
	Iteration 32Q: 3 clusters Score -1201042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1201042.750000 Penalty: 4594.508789
	Iteration 33Q: 3 clusters Score -1201043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1201041.500000 Penalty: 4594.508789
	Iteration 34Q: 3 clusters Score -1201042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1201041.625000 Penalty: 4594.508789
	Iteration 35Q: 3 clusters Score -1201042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1201045.375000 Penalty: 4594.508789
	Iteration 36Q: 3 clusters Score -1201045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1201045.375000 Penalty: 4594.508789
	Iteration 37Q: 3 clusters Score -1201045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1201045.375000 Penalty: 4594.508789
	Iteration 38Q: 3 clusters Score -1201045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1201044.250000 Penalty: 4594.508789
	Iteration 39Q: 3 clusters Score -1201044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1201044.250000 Penalty: 4594.508789
	Iteration 40F: 3 clusters Score -1201044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (69901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69901 members 
Entering Unmasked Estep 
Score: -8512860.000000 Penalty: 2766.399170
	Iteration 0F: 2 clusters Score -8512860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35066 members 
Mstep: Class 2 contains 34835 members 
Entering Unmasked Estep 
Score: -8466024.000000 Penalty: 5532.798340
	Iteration 0F: 3 clusters Score -8466024 nChanged 32625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36429 members 
Mstep: Class 2 contains 33472 members 
Entering Unmasked Estep 
Score: -8484188.000000 Penalty: 5532.798340
	Iteration 1F: 3 clusters Score -8484188 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37361 members 
Mstep: Class 2 contains 32540 members 
Entering Unmasked Estep 
Score: -8484915.000000 Penalty: 5532.798340
	Iteration 2Q: 3 clusters Score -8484915 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38771 members 
Mstep: Class 2 contains 31130 members 
Entering Unmasked Estep 
Score: -8485643.000000 Penalty: 5532.798340
	Iteration 3Q: 3 clusters Score -8485643 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40923 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -8486835.000000 Penalty: 5532.798340
	Iteration 4Q: 3 clusters Score -8486835 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44075 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -8488663.000000 Penalty: 5532.798340
	Iteration 5F: 3 clusters Score -8488663 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48300 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -8491449.000000 Penalty: 5532.798340
	Iteration 6F: 3 clusters Score -8491449 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53443 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -8495660.000000 Penalty: 5532.798340
	Iteration 7F: 3 clusters Score -8495660 nChanged 5546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58861 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -8500624.000000 Penalty: 5532.798340
	Iteration 8F: 3 clusters Score -8500624 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63407 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -8504969.000000 Penalty: 5532.798340
	Iteration 9F: 3 clusters Score -8504969 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66405 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -8507759.000000 Penalty: 5532.798340
	Iteration 10Q: 3 clusters Score -8507759 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68027 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -8509153.000000 Penalty: 5532.798340
	Iteration 11Q: 3 clusters Score -8509153 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68788 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -8509867.000000 Penalty: 5532.798340
	Iteration 12Q: 3 clusters Score -8509867 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69111 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -8510128.000000 Penalty: 5532.798340
	Iteration 13Q: 3 clusters Score -8510128 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69259 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -8510252.000000 Penalty: 5532.798340
	Iteration 14Q: 3 clusters Score -8510252 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69320 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -8510362.000000 Penalty: 5532.798340
	Iteration 15Q: 3 clusters Score -8510362 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69361 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -8510408.000000 Penalty: 5532.798340
	Iteration 16Q: 3 clusters Score -8510408 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69378 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -8510450.000000 Penalty: 5532.798340
	Iteration 17Q: 3 clusters Score -8510450 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69392 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -8510469.000000 Penalty: 5532.798340
	Iteration 18Q: 3 clusters Score -8510469 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69397 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -8510487.000000 Penalty: 5532.798340
	Iteration 19Q: 3 clusters Score -8510487 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69401 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -8510506.000000 Penalty: 5532.798340
	Iteration 20F: 3 clusters Score -8510506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69401 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -8510508.000000 Penalty: 5532.798340
	Iteration 21Q: 3 clusters Score -8510508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69400 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -8510510.000000 Penalty: 5532.798340
	Iteration 22Q: 3 clusters Score -8510510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69406 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8510515.000000 Penalty: 5532.798340
	Iteration 23Q: 3 clusters Score -8510515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69407 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8510530.000000 Penalty: 5532.798340
	Iteration 24Q: 3 clusters Score -8510530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69407 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8510541.000000 Penalty: 5532.798340
	Iteration 25Q: 3 clusters Score -8510541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69412 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -8510548.000000 Penalty: 5532.798340
	Iteration 26Q: 3 clusters Score -8510548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69415 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -8510541.000000 Penalty: 5532.798340
	Iteration 27Q: 3 clusters Score -8510541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69415 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -8510549.000000 Penalty: 5532.798340
	Iteration 28Q: 3 clusters Score -8510549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69415 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -8510550.000000 Penalty: 5532.798340
	Iteration 29Q: 3 clusters Score -8510550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69416 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -8510551.000000 Penalty: 5532.798340
	Iteration 30Q: 3 clusters Score -8510551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69416 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -8510551.000000 Penalty: 5532.798340
	Iteration 31F: 3 clusters Score -8510551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Entering Unmasked Estep 
Score: -700544.062500 Penalty: 2132.632812
	Iteration 0F: 2 clusters Score -700544.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -695720.312500 Penalty: 4265.265625
	Iteration 0F: 3 clusters Score -695720.3 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -696793.625000 Penalty: 4265.265625
	Iteration 1F: 3 clusters Score -696793.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -696972.000000 Penalty: 4265.265625
	Iteration 2F: 3 clusters Score -696972 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -697082.687500 Penalty: 4265.265625
	Iteration 3Q: 3 clusters Score -697082.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -697165.375000 Penalty: 4265.265625
	Iteration 4Q: 3 clusters Score -697165.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -697222.250000 Penalty: 4265.265625
	Iteration 5Q: 3 clusters Score -697222.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -697265.875000 Penalty: 4265.265625
	Iteration 6Q: 3 clusters Score -697265.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -697309.937500 Penalty: 4265.265625
	Iteration 7Q: 3 clusters Score -697309.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -697339.625000 Penalty: 4265.265625
	Iteration 8Q: 3 clusters Score -697339.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -697366.875000 Penalty: 4265.265625
	Iteration 9Q: 3 clusters Score -697366.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -697388.250000 Penalty: 4265.265625
	Iteration 10Q: 3 clusters Score -697388.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -697404.375000 Penalty: 4265.265625
	Iteration 11Q: 3 clusters Score -697404.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -697420.125000 Penalty: 4265.265625
	Iteration 12Q: 3 clusters Score -697420.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -697436.062500 Penalty: 4265.265625
	Iteration 13Q: 3 clusters Score -697436.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -697448.250000 Penalty: 4265.265625
	Iteration 14Q: 3 clusters Score -697448.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -697460.312500 Penalty: 4265.265625
	Iteration 15Q: 3 clusters Score -697460.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -697472.437500 Penalty: 4265.265625
	Iteration 16Q: 3 clusters Score -697472.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -697476.937500 Penalty: 4265.265625
	Iteration 17Q: 3 clusters Score -697476.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -697484.625000 Penalty: 4265.265625
	Iteration 18Q: 3 clusters Score -697484.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -697492.125000 Penalty: 4265.265625
	Iteration 19Q: 3 clusters Score -697492.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -697496.062500 Penalty: 4265.265625
	Iteration 20F: 3 clusters Score -697496.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -697500.062500 Penalty: 4265.265625
	Iteration 21Q: 3 clusters Score -697500.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -697507.687500 Penalty: 4265.265625
	Iteration 22Q: 3 clusters Score -697507.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -697516.625000 Penalty: 4265.265625
	Iteration 23Q: 3 clusters Score -697516.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -697520.750000 Penalty: 4265.265625
	Iteration 24Q: 3 clusters Score -697520.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -697531.437500 Penalty: 4265.265625
	Iteration 25Q: 3 clusters Score -697531.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -697542.312500 Penalty: 4265.265625
	Iteration 26Q: 3 clusters Score -697542.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -697550.250000 Penalty: 4265.265625
	Iteration 27Q: 3 clusters Score -697550.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -697565.750000 Penalty: 4265.265625
	Iteration 28Q: 3 clusters Score -697565.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -697579.750000 Penalty: 4265.265625
	Iteration 29Q: 3 clusters Score -697579.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -697593.312500 Penalty: 4265.265625
	Iteration 30Q: 3 clusters Score -697593.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -697607.750000 Penalty: 4265.265625
	Iteration 31Q: 3 clusters Score -697607.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -697619.125000 Penalty: 4265.265625
	Iteration 32Q: 3 clusters Score -697619.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -697635.750000 Penalty: 4265.265625
	Iteration 33Q: 3 clusters Score -697635.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -697653.312500 Penalty: 4265.265625
	Iteration 34Q: 3 clusters Score -697653.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -697684.375000 Penalty: 4265.265625
	Iteration 35Q: 3 clusters Score -697684.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -697716.812500 Penalty: 4265.265625
	Iteration 36Q: 3 clusters Score -697716.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -697754.562500 Penalty: 4265.265625
	Iteration 37Q: 3 clusters Score -697754.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -697807.125000 Penalty: 4265.265625
	Iteration 38Q: 3 clusters Score -697807.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -697870.375000 Penalty: 4265.265625
	Iteration 39Q: 3 clusters Score -697870.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -697939.125000 Penalty: 4265.265625
	Iteration 40F: 3 clusters Score -697939.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -698007.125000 Penalty: 4265.265625
	Iteration 41Q: 3 clusters Score -698007.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -698054.250000 Penalty: 4265.265625
	Iteration 42Q: 3 clusters Score -698054.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -698099.687500 Penalty: 4265.265625
	Iteration 43Q: 3 clusters Score -698099.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -698146.937500 Penalty: 4265.265625
	Iteration 44Q: 3 clusters Score -698146.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -698184.062500 Penalty: 4265.265625
	Iteration 45Q: 3 clusters Score -698184.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -698228.062500 Penalty: 4265.265625
	Iteration 46Q: 3 clusters Score -698228.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -698275.687500 Penalty: 4265.265625
	Iteration 47Q: 3 clusters Score -698275.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -698325.062500 Penalty: 4265.265625
	Iteration 48Q: 3 clusters Score -698325.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -698359.437500 Penalty: 4265.265625
	Iteration 49Q: 3 clusters Score -698359.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -698394.687500 Penalty: 4265.265625
	Iteration 50Q: 3 clusters Score -698394.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -698414.062500 Penalty: 4265.265625
	Iteration 51Q: 3 clusters Score -698414.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -698443.375000 Penalty: 4265.265625
	Iteration 52Q: 3 clusters Score -698443.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -698472.562500 Penalty: 4265.265625
	Iteration 53Q: 3 clusters Score -698472.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -698492.312500 Penalty: 4265.265625
	Iteration 54Q: 3 clusters Score -698492.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -698509.937500 Penalty: 4265.265625
	Iteration 55Q: 3 clusters Score -698509.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -698540.312500 Penalty: 4265.265625
	Iteration 56Q: 3 clusters Score -698540.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -698559.750000 Penalty: 4265.265625
	Iteration 57Q: 3 clusters Score -698559.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -698571.937500 Penalty: 4265.265625
	Iteration 58Q: 3 clusters Score -698571.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -698578.250000 Penalty: 4265.265625
	Iteration 59Q: 3 clusters Score -698578.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -698589.125000 Penalty: 4265.265625
	Iteration 60F: 3 clusters Score -698589.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -698596.625000 Penalty: 4265.265625
	Iteration 61Q: 3 clusters Score -698596.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -698604.312500 Penalty: 4265.265625
	Iteration 62Q: 3 clusters Score -698604.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -698610.937500 Penalty: 4265.265625
	Iteration 63Q: 3 clusters Score -698610.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -698616.937500 Penalty: 4265.265625
	Iteration 64Q: 3 clusters Score -698616.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -698623.625000 Penalty: 4265.265625
	Iteration 65Q: 3 clusters Score -698623.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -698632.875000 Penalty: 4265.265625
	Iteration 66Q: 3 clusters Score -698632.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -698644.187500 Penalty: 4265.265625
	Iteration 67Q: 3 clusters Score -698644.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -698651.937500 Penalty: 4265.265625
	Iteration 68Q: 3 clusters Score -698651.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -698659.750000 Penalty: 4265.265625
	Iteration 69Q: 3 clusters Score -698659.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -698665.187500 Penalty: 4265.265625
	Iteration 70Q: 3 clusters Score -698665.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -698665.625000 Penalty: 4265.265625
	Iteration 71Q: 3 clusters Score -698665.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -698668.187500 Penalty: 4265.265625
	Iteration 72Q: 3 clusters Score -698668.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -698670.937500 Penalty: 4265.265625
	Iteration 73Q: 3 clusters Score -698670.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -698671.937500 Penalty: 4265.265625
	Iteration 74Q: 3 clusters Score -698671.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -698675.312500 Penalty: 4265.265625
	Iteration 75Q: 3 clusters Score -698675.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -698676.562500 Penalty: 4265.265625
	Iteration 76Q: 3 clusters Score -698676.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -698678.062500 Penalty: 4265.265625
	Iteration 77Q: 3 clusters Score -698678.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -698678.437500 Penalty: 4265.265625
	Iteration 78Q: 3 clusters Score -698678.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -698680.000000 Penalty: 4265.265625
	Iteration 79Q: 3 clusters Score -698680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -698680.000000 Penalty: 4265.265625
	Iteration 80F: 3 clusters Score -698680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Entering Unmasked Estep 
Score: -1495721.250000 Penalty: 2337.291992
	Iteration 0F: 2 clusters Score -1495721 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 6081 members 
Entering Unmasked Estep 
Score: -1486504.875000 Penalty: 4674.583984
	Iteration 0F: 3 clusters Score -1486505 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1489407.750000 Penalty: 4674.583984
	Iteration 1F: 3 clusters Score -1489408 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1489887.750000 Penalty: 4674.583984
	Iteration 2F: 3 clusters Score -1489888 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1490434.125000 Penalty: 4674.583984
	Iteration 3F: 3 clusters Score -1490434 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1491157.125000 Penalty: 4674.583984
	Iteration 4F: 3 clusters Score -1491157 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1491862.500000 Penalty: 4674.583984
	Iteration 5F: 3 clusters Score -1491862 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1492429.000000 Penalty: 4674.583984
	Iteration 6F: 3 clusters Score -1492429 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1492813.375000 Penalty: 4674.583984
	Iteration 7Q: 3 clusters Score -1492813 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1493073.250000 Penalty: 4674.583984
	Iteration 8Q: 3 clusters Score -1493073 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1493246.250000 Penalty: 4674.583984
	Iteration 9Q: 3 clusters Score -1493246 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1493359.375000 Penalty: 4674.583984
	Iteration 10Q: 3 clusters Score -1493359 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1493438.750000 Penalty: 4674.583984
	Iteration 11Q: 3 clusters Score -1493439 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1493490.500000 Penalty: 4674.583984
	Iteration 12Q: 3 clusters Score -1493490 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1493537.000000 Penalty: 4674.583984
	Iteration 13Q: 3 clusters Score -1493537 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1493587.000000 Penalty: 4674.583984
	Iteration 14Q: 3 clusters Score -1493587 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1493638.250000 Penalty: 4674.583984
	Iteration 15Q: 3 clusters Score -1493638 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1493679.875000 Penalty: 4674.583984
	Iteration 16Q: 3 clusters Score -1493680 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1493714.750000 Penalty: 4674.583984
	Iteration 17Q: 3 clusters Score -1493715 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1493741.125000 Penalty: 4674.583984
	Iteration 18Q: 3 clusters Score -1493741 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1493772.625000 Penalty: 4674.583984
	Iteration 19Q: 3 clusters Score -1493773 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1493792.000000 Penalty: 4674.583984
	Iteration 20F: 3 clusters Score -1493792 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1493821.875000 Penalty: 4674.583984
	Iteration 21Q: 3 clusters Score -1493822 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1493841.500000 Penalty: 4674.583984
	Iteration 22Q: 3 clusters Score -1493842 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1493862.625000 Penalty: 4674.583984
	Iteration 23Q: 3 clusters Score -1493863 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1493889.125000 Penalty: 4674.583984
	Iteration 24Q: 3 clusters Score -1493889 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1493906.125000 Penalty: 4674.583984
	Iteration 25Q: 3 clusters Score -1493906 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1493925.000000 Penalty: 4674.583984
	Iteration 26Q: 3 clusters Score -1493925 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1493939.750000 Penalty: 4674.583984
	Iteration 27Q: 3 clusters Score -1493940 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1493958.500000 Penalty: 4674.583984
	Iteration 28Q: 3 clusters Score -1493958 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1493988.500000 Penalty: 4674.583984
	Iteration 29Q: 3 clusters Score -1493988 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1494011.000000 Penalty: 4674.583984
	Iteration 30Q: 3 clusters Score -1494011 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1494024.750000 Penalty: 4674.583984
	Iteration 31Q: 3 clusters Score -1494025 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1494035.750000 Penalty: 4674.583984
	Iteration 32Q: 3 clusters Score -1494036 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1494046.000000 Penalty: 4674.583984
	Iteration 33Q: 3 clusters Score -1494046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1494053.625000 Penalty: 4674.583984
	Iteration 34Q: 3 clusters Score -1494054 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1494072.125000 Penalty: 4674.583984
	Iteration 35Q: 3 clusters Score -1494072 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1494081.875000 Penalty: 4674.583984
	Iteration 36Q: 3 clusters Score -1494082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1494089.250000 Penalty: 4674.583984
	Iteration 37Q: 3 clusters Score -1494089 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1494098.375000 Penalty: 4674.583984
	Iteration 38Q: 3 clusters Score -1494098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1494104.500000 Penalty: 4674.583984
	Iteration 39Q: 3 clusters Score -1494104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1494108.125000 Penalty: 4674.583984
	Iteration 40F: 3 clusters Score -1494108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1494112.625000 Penalty: 4674.583984
	Iteration 41Q: 3 clusters Score -1494113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1494113.375000 Penalty: 4674.583984
	Iteration 42Q: 3 clusters Score -1494113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1494115.875000 Penalty: 4674.583984
	Iteration 43Q: 3 clusters Score -1494116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1494115.875000 Penalty: 4674.583984
	Iteration 44F: 3 clusters Score -1494116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Entering Unmasked Estep 
Score: -340123.687500 Penalty: 1981.746948
	Iteration 0F: 2 clusters Score -340123.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -336846.656250 Penalty: 3963.493896
	Iteration 0F: 3 clusters Score -336846.7 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -337510.125000 Penalty: 3963.493896
	Iteration 1F: 3 clusters Score -337510.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -337713.250000 Penalty: 3963.493896
	Iteration 2F: 3 clusters Score -337713.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -337851.250000 Penalty: 3963.493896
	Iteration 3Q: 3 clusters Score -337851.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -338011.656250 Penalty: 3963.493896
	Iteration 4F: 3 clusters Score -338011.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -338148.406250 Penalty: 3963.493896
	Iteration 5Q: 3 clusters Score -338148.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -338274.500000 Penalty: 3963.493896
	Iteration 6Q: 3 clusters Score -338274.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -338377.718750 Penalty: 3963.493896
	Iteration 7Q: 3 clusters Score -338377.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -338452.781250 Penalty: 3963.493896
	Iteration 8Q: 3 clusters Score -338452.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -338501.906250 Penalty: 3963.493896
	Iteration 9Q: 3 clusters Score -338501.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -338545.843750 Penalty: 3963.493896
	Iteration 10Q: 3 clusters Score -338545.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -338578.218750 Penalty: 3963.493896
	Iteration 11Q: 3 clusters Score -338578.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -338596.093750 Penalty: 3963.493896
	Iteration 12Q: 3 clusters Score -338596.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -338610.000000 Penalty: 3963.493896
	Iteration 13Q: 3 clusters Score -338610 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -338625.687500 Penalty: 3963.493896
	Iteration 14Q: 3 clusters Score -338625.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -338641.906250 Penalty: 3963.493896
	Iteration 15Q: 3 clusters Score -338641.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -338651.468750 Penalty: 3963.493896
	Iteration 16Q: 3 clusters Score -338651.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -338662.812500 Penalty: 3963.493896
	Iteration 17Q: 3 clusters Score -338662.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -338670.437500 Penalty: 3963.493896
	Iteration 18Q: 3 clusters Score -338670.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -338674.187500 Penalty: 3963.493896
	Iteration 19Q: 3 clusters Score -338674.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -338676.406250 Penalty: 3963.493896
	Iteration 20F: 3 clusters Score -338676.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -338679.750000 Penalty: 3963.493896
	Iteration 21Q: 3 clusters Score -338679.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -338683.875000 Penalty: 3963.493896
	Iteration 22Q: 3 clusters Score -338683.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -338690.937500 Penalty: 3963.493896
	Iteration 23Q: 3 clusters Score -338690.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -338694.562500 Penalty: 3963.493896
	Iteration 24Q: 3 clusters Score -338694.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -338699.593750 Penalty: 3963.493896
	Iteration 25Q: 3 clusters Score -338699.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -338702.375000 Penalty: 3963.493896
	Iteration 26Q: 3 clusters Score -338702.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -338703.687500 Penalty: 3963.493896
	Iteration 27Q: 3 clusters Score -338703.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -338704.062500 Penalty: 3963.493896
	Iteration 28Q: 3 clusters Score -338704.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -338703.937500 Penalty: 3963.493896
	Iteration 29Q: 3 clusters Score -338703.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -338703.937500 Penalty: 3963.493896
	Iteration 30F: 3 clusters Score -338703.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (276831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276831 members 
Entering Unmasked Estep 
Score: -34059980.000000 Penalty: 3107.728271
	Iteration 0F: 2 clusters Score -3.405998e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138541 members 
Mstep: Class 2 contains 138290 members 
Entering Unmasked Estep 
Score: -33892364.000000 Penalty: 6215.456543
	Iteration 0F: 3 clusters Score -3.389236e+07 nChanged 133950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139271 members 
Mstep: Class 2 contains 137560 members 
Entering Unmasked Estep 
Score: -33970668.000000 Penalty: 6215.456543
	Iteration 1F: 3 clusters Score -3.397067e+07 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139931 members 
Mstep: Class 2 contains 136900 members 
Entering Unmasked Estep 
Score: -33971672.000000 Penalty: 6215.456543
	Iteration 2Q: 3 clusters Score -3.397167e+07 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141026 members 
Mstep: Class 2 contains 135805 members 
Entering Unmasked Estep 
Score: -33972780.000000 Penalty: 6215.456543
	Iteration 3Q: 3 clusters Score -3.397278e+07 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142672 members 
Mstep: Class 2 contains 134159 members 
Entering Unmasked Estep 
Score: -33973980.000000 Penalty: 6215.456543
	Iteration 4Q: 3 clusters Score -3.397398e+07 nChanged 6906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145134 members 
Mstep: Class 2 contains 131697 members 
Entering Unmasked Estep 
Score: -33975532.000000 Penalty: 6215.456543
	Iteration 5Q: 3 clusters Score -3.397553e+07 nChanged 8009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148809 members 
Mstep: Class 2 contains 128022 members 
Entering Unmasked Estep 
Score: -33977928.000000 Penalty: 6215.456543
	Iteration 6Q: 3 clusters Score -3.397793e+07 nChanged 9356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154375 members 
Mstep: Class 2 contains 122456 members 
Entering Unmasked Estep 
Score: -33981004.000000 Penalty: 6215.456543
	Iteration 7Q: 3 clusters Score -3.3981e+07 nChanged 11173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162566 members 
Mstep: Class 2 contains 114265 members 
Entering Unmasked Estep 
Score: -33985896.000000 Penalty: 6215.456543
	Iteration 8Q: 3 clusters Score -3.39859e+07 nChanged 13767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174407 members 
Mstep: Class 2 contains 102424 members 
Entering Unmasked Estep 
Score: -33993388.000000 Penalty: 6215.456543
	Iteration 9Q: 3 clusters Score -3.399339e+07 nChanged 17216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190691 members 
Mstep: Class 2 contains 86140 members 
Entering Unmasked Estep 
Score: -34004096.000000 Penalty: 6215.456543
	Iteration 10F: 3 clusters Score -3.40041e+07 nChanged 20739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211104 members 
Mstep: Class 2 contains 65727 members 
Entering Unmasked Estep 
Score: -34018140.000000 Penalty: 6215.456543
	Iteration 11F: 3 clusters Score -3.401814e+07 nChanged 21316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232318 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -34031980.000000 Penalty: 6215.456543
	Iteration 12F: 3 clusters Score -3.403198e+07 nChanged 17591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249883 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -34042692.000000 Penalty: 6215.456543
	Iteration 13F: 3 clusters Score -3.404269e+07 nChanged 11818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261679 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -34049596.000000 Penalty: 6215.456543
	Iteration 14Q: 3 clusters Score -3.40496e+07 nChanged 6756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268431 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -34053084.000000 Penalty: 6215.456543
	Iteration 15Q: 3 clusters Score -3.405308e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271996 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -34055032.000000 Penalty: 6215.456543
	Iteration 16Q: 3 clusters Score -3.405503e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273767 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -34056072.000000 Penalty: 6215.456543
	Iteration 17Q: 3 clusters Score -3.405607e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274733 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -34056556.000000 Penalty: 6215.456543
	Iteration 18Q: 3 clusters Score -3.405656e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275207 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -34056816.000000 Penalty: 6215.456543
	Iteration 19Q: 3 clusters Score -3.405682e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275499 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -34057004.000000 Penalty: 6215.456543
	Iteration 20F: 3 clusters Score -3.4057e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275668 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -34057092.000000 Penalty: 6215.456543
	Iteration 21Q: 3 clusters Score -3.405709e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275775 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -34057156.000000 Penalty: 6215.456543
	Iteration 22Q: 3 clusters Score -3.405716e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275846 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -34057224.000000 Penalty: 6215.456543
	Iteration 23Q: 3 clusters Score -3.405722e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275894 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -34057268.000000 Penalty: 6215.456543
	Iteration 24Q: 3 clusters Score -3.405727e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275932 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -34057264.000000 Penalty: 6215.456543
	Iteration 25Q: 3 clusters Score -3.405726e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275969 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -34057284.000000 Penalty: 6215.456543
	Iteration 26Q: 3 clusters Score -3.405728e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276006 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -34057312.000000 Penalty: 6215.456543
	Iteration 27Q: 3 clusters Score -3.405731e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276024 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -34057328.000000 Penalty: 6215.456543
	Iteration 28Q: 3 clusters Score -3.405733e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276049 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -34057332.000000 Penalty: 6215.456543
	Iteration 29Q: 3 clusters Score -3.405733e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276065 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -34057336.000000 Penalty: 6215.456543
	Iteration 30Q: 3 clusters Score -3.405734e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276068 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -34057360.000000 Penalty: 6215.456543
	Iteration 31Q: 3 clusters Score -3.405736e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276077 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -34057364.000000 Penalty: 6215.456543
	Iteration 32Q: 3 clusters Score -3.405736e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276089 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -34057380.000000 Penalty: 6215.456543
	Iteration 33Q: 3 clusters Score -3.405738e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276099 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -34057380.000000 Penalty: 6215.456543
	Iteration 34Q: 3 clusters Score -3.405738e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276101 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -34057400.000000 Penalty: 6215.456543
	Iteration 35Q: 3 clusters Score -3.40574e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276104 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -34057396.000000 Penalty: 6215.456543
	Iteration 36Q: 3 clusters Score -3.40574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276103 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -34057392.000000 Penalty: 6215.456543
	Iteration 37Q: 3 clusters Score -3.405739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276106 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -34057380.000000 Penalty: 6215.456543
	Iteration 38Q: 3 clusters Score -3.405738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276109 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -34057400.000000 Penalty: 6215.456543
	Iteration 39Q: 3 clusters Score -3.40574e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276113 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -34057396.000000 Penalty: 6215.456543
	Iteration 40F: 3 clusters Score -3.40574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276114 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -34057400.000000 Penalty: 6215.456543
	Iteration 41Q: 3 clusters Score -3.40574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276117 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -34057416.000000 Penalty: 6215.456543
	Iteration 42Q: 3 clusters Score -3.405742e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276119 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -34057404.000000 Penalty: 6215.456543
	Iteration 43Q: 3 clusters Score -3.40574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276120 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -34057424.000000 Penalty: 6215.456543
	Iteration 44Q: 3 clusters Score -3.405742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276119 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -34057424.000000 Penalty: 6215.456543
	Iteration 45Q: 3 clusters Score -3.405742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276121 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -34057412.000000 Penalty: 6215.456543
	Iteration 46Q: 3 clusters Score -3.405741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276123 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -34057416.000000 Penalty: 6215.456543
	Iteration 47Q: 3 clusters Score -3.405742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276126 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -34057428.000000 Penalty: 6215.456543
	Iteration 48Q: 3 clusters Score -3.405743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276127 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -34057432.000000 Penalty: 6215.456543
	Iteration 49Q: 3 clusters Score -3.405743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276127 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -34057440.000000 Penalty: 6215.456543
	Iteration 50Q: 3 clusters Score -3.405744e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276127 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -34057440.000000 Penalty: 6215.456543
	Iteration 51F: 3 clusters Score -3.405744e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (41065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41065 members 
Entering Unmasked Estep 
Score: -4972175.500000 Penalty: 2634.481934
	Iteration 0F: 2 clusters Score -4972176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -4944364.000000 Penalty: 5268.963867
	Iteration 0F: 3 clusters Score -4944364 nChanged 18895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -4954687.500000 Penalty: 5268.963867
	Iteration 1F: 3 clusters Score -4954688 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -4955191.500000 Penalty: 5268.963867
	Iteration 2Q: 3 clusters Score -4955192 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -4955798.000000 Penalty: 5268.963867
	Iteration 3Q: 3 clusters Score -4955798 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -4956353.500000 Penalty: 5268.963867
	Iteration 4Q: 3 clusters Score -4956354 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -4957014.000000 Penalty: 5268.963867
	Iteration 5Q: 3 clusters Score -4957014 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -4957757.000000 Penalty: 5268.963867
	Iteration 6Q: 3 clusters Score -4957757 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -4958665.500000 Penalty: 5268.963867
	Iteration 7Q: 3 clusters Score -4958666 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -4959672.500000 Penalty: 5268.963867
	Iteration 8Q: 3 clusters Score -4959672 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -4960730.000000 Penalty: 5268.963867
	Iteration 9F: 3 clusters Score -4960730 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -4961689.000000 Penalty: 5268.963867
	Iteration 10F: 3 clusters Score -4961689 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -4962555.000000 Penalty: 5268.963867
	Iteration 11Q: 3 clusters Score -4962555 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -4963222.500000 Penalty: 5268.963867
	Iteration 12Q: 3 clusters Score -4963222 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -4963712.000000 Penalty: 5268.963867
	Iteration 13Q: 3 clusters Score -4963712 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -4964116.500000 Penalty: 5268.963867
	Iteration 14Q: 3 clusters Score -4964116 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -4964486.500000 Penalty: 5268.963867
	Iteration 15Q: 3 clusters Score -4964486 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -4964883.500000 Penalty: 5268.963867
	Iteration 16Q: 3 clusters Score -4964884 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -4965279.000000 Penalty: 5268.963867
	Iteration 17Q: 3 clusters Score -4965279 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -4965724.500000 Penalty: 5268.963867
	Iteration 18Q: 3 clusters Score -4965724 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -4966186.500000 Penalty: 5268.963867
	Iteration 19Q: 3 clusters Score -4966186 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
Score: -4966674.500000 Penalty: 5268.963867
	Iteration 20F: 3 clusters Score -4966674 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -4967132.500000 Penalty: 5268.963867
	Iteration 21Q: 3 clusters Score -4967132 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -4967554.500000 Penalty: 5268.963867
	Iteration 22Q: 3 clusters Score -4967554 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 29718 members 
Entering Unmasked Estep 
Score: -4968005.500000 Penalty: 5268.963867
	Iteration 23Q: 3 clusters Score -4968006 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 30622 members 
Entering Unmasked Estep 
Score: -4968394.500000 Penalty: 5268.963867
	Iteration 24Q: 3 clusters Score -4968394 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 31504 members 
Entering Unmasked Estep 
Score: -4968813.500000 Penalty: 5268.963867
	Iteration 25Q: 3 clusters Score -4968814 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 32349 members 
Entering Unmasked Estep 
Score: -4969165.000000 Penalty: 5268.963867
	Iteration 26Q: 3 clusters Score -4969165 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 33152 members 
Entering Unmasked Estep 
Score: -4969523.500000 Penalty: 5268.963867
	Iteration 27Q: 3 clusters Score -4969524 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 33914 members 
Entering Unmasked Estep 
Score: -4969880.500000 Penalty: 5268.963867
	Iteration 28Q: 3 clusters Score -4969880 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -4970240.500000 Penalty: 5268.963867
	Iteration 29Q: 3 clusters Score -4970240 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -4970567.000000 Penalty: 5268.963867
	Iteration 30Q: 3 clusters Score -4970567 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -4970851.000000 Penalty: 5268.963867
	Iteration 31Q: 3 clusters Score -4970851 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 36273 members 
Entering Unmasked Estep 
Score: -4971035.500000 Penalty: 5268.963867
	Iteration 32Q: 3 clusters Score -4971036 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 36621 members 
Entering Unmasked Estep 
Score: -4971206.500000 Penalty: 5268.963867
	Iteration 33Q: 3 clusters Score -4971206 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 36926 members 
Entering Unmasked Estep 
Score: -4971382.500000 Penalty: 5268.963867
	Iteration 34Q: 3 clusters Score -4971382 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 37156 members 
Entering Unmasked Estep 
Score: -4971462.500000 Penalty: 5268.963867
	Iteration 35Q: 3 clusters Score -4971462 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 37354 members 
Entering Unmasked Estep 
Score: -4971552.500000 Penalty: 5268.963867
	Iteration 36Q: 3 clusters Score -4971552 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 37545 members 
Entering Unmasked Estep 
Score: -4971614.000000 Penalty: 5268.963867
	Iteration 37Q: 3 clusters Score -4971614 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 37700 members 
Entering Unmasked Estep 
Score: -4971636.000000 Penalty: 5268.963867
	Iteration 38Q: 3 clusters Score -4971636 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 37823 members 
Entering Unmasked Estep 
Score: -4971705.000000 Penalty: 5268.963867
	Iteration 39Q: 3 clusters Score -4971705 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 37921 members 
Entering Unmasked Estep 
Score: -4971744.500000 Penalty: 5268.963867
	Iteration 40F: 3 clusters Score -4971744 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 38028 members 
Entering Unmasked Estep 
Score: -4971780.500000 Penalty: 5268.963867
	Iteration 41Q: 3 clusters Score -4971780 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 38122 members 
Entering Unmasked Estep 
Score: -4971791.500000 Penalty: 5268.963867
	Iteration 42Q: 3 clusters Score -4971792 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -4971813.500000 Penalty: 5268.963867
	Iteration 43Q: 3 clusters Score -4971814 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 38254 members 
Entering Unmasked Estep 
Score: -4971830.500000 Penalty: 5268.963867
	Iteration 44Q: 3 clusters Score -4971830 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 38306 members 
Entering Unmasked Estep 
Score: -4971848.500000 Penalty: 5268.963867
	Iteration 45Q: 3 clusters Score -4971848 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -4971854.500000 Penalty: 5268.963867
	Iteration 46Q: 3 clusters Score -4971854 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 38374 members 
Entering Unmasked Estep 
Score: -4971861.500000 Penalty: 5268.963867
	Iteration 47Q: 3 clusters Score -4971862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 38389 members 
Entering Unmasked Estep 
Score: -4971865.000000 Penalty: 5268.963867
	Iteration 48Q: 3 clusters Score -4971865 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 38406 members 
Entering Unmasked Estep 
Score: -4971870.500000 Penalty: 5268.963867
	Iteration 49Q: 3 clusters Score -4971870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 38420 members 
Entering Unmasked Estep 
Score: -4971874.000000 Penalty: 5268.963867
	Iteration 50Q: 3 clusters Score -4971874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 38437 members 
Entering Unmasked Estep 
Score: -4971878.000000 Penalty: 5268.963867
	Iteration 51Q: 3 clusters Score -4971878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 38451 members 
Entering Unmasked Estep 
Score: -4971882.500000 Penalty: 5268.963867
	Iteration 52Q: 3 clusters Score -4971882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -4971881.500000 Penalty: 5268.963867
	Iteration 53Q: 3 clusters Score -4971882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 38478 members 
Entering Unmasked Estep 
Score: -4971887.000000 Penalty: 5268.963867
	Iteration 54Q: 3 clusters Score -4971887 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 38488 members 
Entering Unmasked Estep 
Score: -4971889.000000 Penalty: 5268.963867
	Iteration 55Q: 3 clusters Score -4971889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 38493 members 
Entering Unmasked Estep 
Score: -4971891.500000 Penalty: 5268.963867
	Iteration 56Q: 3 clusters Score -4971892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 38501 members 
Entering Unmasked Estep 
Score: -4971895.000000 Penalty: 5268.963867
	Iteration 57Q: 3 clusters Score -4971895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 38502 members 
Entering Unmasked Estep 
Score: -4971896.000000 Penalty: 5268.963867
	Iteration 58Q: 3 clusters Score -4971896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 38504 members 
Entering Unmasked Estep 
Score: -4971897.500000 Penalty: 5268.963867
	Iteration 59Q: 3 clusters Score -4971898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 38507 members 
Entering Unmasked Estep 
Score: -4971896.000000 Penalty: 5268.963867
	Iteration 60F: 3 clusters Score -4971896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Entering Unmasked Estep 
Score: -116020.054688 Penalty: 1728.274902
	Iteration 0F: 2 clusters Score -116020.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -114068.765625 Penalty: 3456.549805
	Iteration 0F: 3 clusters Score -114068.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -114469.804688 Penalty: 3456.549805
	Iteration 1F: 3 clusters Score -114469.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -114738.968750 Penalty: 3456.549805
	Iteration 2F: 3 clusters Score -114739 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -114850.078125 Penalty: 3456.549805
	Iteration 3Q: 3 clusters Score -114850.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -114932.890625 Penalty: 3456.549805
	Iteration 4Q: 3 clusters Score -114932.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -115019.093750 Penalty: 3456.549805
	Iteration 5Q: 3 clusters Score -115019.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -115086.796875 Penalty: 3456.549805
	Iteration 6Q: 3 clusters Score -115086.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -115148.265625 Penalty: 3456.549805
	Iteration 7Q: 3 clusters Score -115148.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -115206.578125 Penalty: 3456.549805
	Iteration 8Q: 3 clusters Score -115206.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -115240.515625 Penalty: 3456.549805
	Iteration 9Q: 3 clusters Score -115240.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -115271.484375 Penalty: 3456.549805
	Iteration 10Q: 3 clusters Score -115271.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -115308.046875 Penalty: 3456.549805
	Iteration 11Q: 3 clusters Score -115308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -115329.031250 Penalty: 3456.549805
	Iteration 12Q: 3 clusters Score -115329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -115341.750000 Penalty: 3456.549805
	Iteration 13Q: 3 clusters Score -115341.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -115350.453125 Penalty: 3456.549805
	Iteration 14Q: 3 clusters Score -115350.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -115351.546875 Penalty: 3456.549805
	Iteration 15Q: 3 clusters Score -115351.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -115354.000000 Penalty: 3456.549805
	Iteration 16Q: 3 clusters Score -115354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -115354.734375 Penalty: 3456.549805
	Iteration 17Q: 3 clusters Score -115354.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -115356.421875 Penalty: 3456.549805
	Iteration 18Q: 3 clusters Score -115356.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -115362.523438 Penalty: 3456.549805
	Iteration 19Q: 3 clusters Score -115362.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -115371.664062 Penalty: 3456.549805
	Iteration 20F: 3 clusters Score -115371.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -115377.117188 Penalty: 3456.549805
	Iteration 21Q: 3 clusters Score -115377.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -115380.148438 Penalty: 3456.549805
	Iteration 22Q: 3 clusters Score -115380.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -115381.562500 Penalty: 3456.549805
	Iteration 23Q: 3 clusters Score -115381.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -115384.007812 Penalty: 3456.549805
	Iteration 24Q: 3 clusters Score -115384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -115384.007812 Penalty: 3456.549805
	Iteration 25F: 3 clusters Score -115384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (283160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283160 members 
Entering Unmasked Estep 
Score: -34508828.000000 Penalty: 3113.334229
	Iteration 0F: 2 clusters Score -3.450883e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141338 members 
Mstep: Class 2 contains 141822 members 
Entering Unmasked Estep 
Score: -34341028.000000 Penalty: 6226.668457
	Iteration 0F: 3 clusters Score -3.434103e+07 nChanged 137037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135261 members 
Mstep: Class 2 contains 147899 members 
Entering Unmasked Estep 
Score: -34422012.000000 Penalty: 6226.668457
	Iteration 1F: 3 clusters Score -3.442201e+07 nChanged 7337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131838 members 
Mstep: Class 2 contains 151322 members 
Entering Unmasked Estep 
Score: -34423496.000000 Penalty: 6226.668457
	Iteration 2Q: 3 clusters Score -3.44235e+07 nChanged 8045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126605 members 
Mstep: Class 2 contains 156555 members 
Entering Unmasked Estep 
Score: -34425688.000000 Penalty: 6226.668457
	Iteration 3Q: 3 clusters Score -3.442569e+07 nChanged 9910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118555 members 
Mstep: Class 2 contains 164605 members 
Entering Unmasked Estep 
Score: -34429168.000000 Penalty: 6226.668457
	Iteration 4Q: 3 clusters Score -3.442917e+07 nChanged 13204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106383 members 
Mstep: Class 2 contains 176777 members 
Entering Unmasked Estep 
Score: -34434984.000000 Penalty: 6226.668457
	Iteration 5Q: 3 clusters Score -3.443498e+07 nChanged 17567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89384 members 
Mstep: Class 2 contains 193776 members 
Entering Unmasked Estep 
Score: -34443988.000000 Penalty: 6226.668457
	Iteration 6F: 3 clusters Score -3.444399e+07 nChanged 21853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67915 members 
Mstep: Class 2 contains 215245 members 
Entering Unmasked Estep 
Score: -34456532.000000 Penalty: 6226.668457
	Iteration 7F: 3 clusters Score -3.445653e+07 nChanged 22147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46014 members 
Mstep: Class 2 contains 237146 members 
Entering Unmasked Estep 
Score: -34470316.000000 Penalty: 6226.668457
	Iteration 8F: 3 clusters Score -3.447032e+07 nChanged 17872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 254932 members 
Entering Unmasked Estep 
Score: -34482500.000000 Penalty: 6226.668457
	Iteration 9F: 3 clusters Score -3.44825e+07 nChanged 12378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 267270 members 
Entering Unmasked Estep 
Score: -34492120.000000 Penalty: 6226.668457
	Iteration 10Q: 3 clusters Score -3.449212e+07 nChanged 7234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 274474 members 
Entering Unmasked Estep 
Score: -34498072.000000 Penalty: 6226.668457
	Iteration 11Q: 3 clusters Score -3.449807e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 278409 members 
Entering Unmasked Estep 
Score: -34501404.000000 Penalty: 6226.668457
	Iteration 12Q: 3 clusters Score -3.45014e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 280466 members 
Entering Unmasked Estep 
Score: -34503556.000000 Penalty: 6226.668457
	Iteration 13Q: 3 clusters Score -3.450356e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 281469 members 
Entering Unmasked Estep 
Score: -34504572.000000 Penalty: 6226.668457
	Iteration 14Q: 3 clusters Score -3.450457e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 281953 members 
Entering Unmasked Estep 
Score: -34505168.000000 Penalty: 6226.668457
	Iteration 15Q: 3 clusters Score -3.450517e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 282194 members 
Entering Unmasked Estep 
Score: -34505284.000000 Penalty: 6226.668457
	Iteration 16Q: 3 clusters Score -3.450528e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 282338 members 
Entering Unmasked Estep 
Score: -34505448.000000 Penalty: 6226.668457
	Iteration 17Q: 3 clusters Score -3.450545e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 282421 members 
Entering Unmasked Estep 
Score: -34505580.000000 Penalty: 6226.668457
	Iteration 18Q: 3 clusters Score -3.450558e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 282470 members 
Entering Unmasked Estep 
Score: -34505672.000000 Penalty: 6226.668457
	Iteration 19Q: 3 clusters Score -3.450567e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 282498 members 
Entering Unmasked Estep 
Score: -34505700.000000 Penalty: 6226.668457
	Iteration 20F: 3 clusters Score -3.45057e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 282520 members 
Entering Unmasked Estep 
Score: -34505764.000000 Penalty: 6226.668457
	Iteration 21Q: 3 clusters Score -3.450576e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 282529 members 
Entering Unmasked Estep 
Score: -34505768.000000 Penalty: 6226.668457
	Iteration 22Q: 3 clusters Score -3.450577e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 282542 members 
Entering Unmasked Estep 
Score: -34505752.000000 Penalty: 6226.668457
	Iteration 23Q: 3 clusters Score -3.450575e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 282557 members 
Entering Unmasked Estep 
Score: -34505764.000000 Penalty: 6226.668457
	Iteration 24Q: 3 clusters Score -3.450576e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 282568 members 
Entering Unmasked Estep 
Score: -34505792.000000 Penalty: 6226.668457
	Iteration 25Q: 3 clusters Score -3.450579e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 282580 members 
Entering Unmasked Estep 
Score: -34505812.000000 Penalty: 6226.668457
	Iteration 26Q: 3 clusters Score -3.450581e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 282586 members 
Entering Unmasked Estep 
Score: -34505840.000000 Penalty: 6226.668457
	Iteration 27Q: 3 clusters Score -3.450584e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 282592 members 
Entering Unmasked Estep 
Score: -34505832.000000 Penalty: 6226.668457
	Iteration 28Q: 3 clusters Score -3.450583e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 282601 members 
Entering Unmasked Estep 
Score: -34505856.000000 Penalty: 6226.668457
	Iteration 29Q: 3 clusters Score -3.450586e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 282610 members 
Entering Unmasked Estep 
Score: -34505880.000000 Penalty: 6226.668457
	Iteration 30Q: 3 clusters Score -3.450588e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 282619 members 
Entering Unmasked Estep 
Score: -34505912.000000 Penalty: 6226.668457
	Iteration 31Q: 3 clusters Score -3.450591e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 282622 members 
Entering Unmasked Estep 
Score: -34505908.000000 Penalty: 6226.668457
	Iteration 32Q: 3 clusters Score -3.450591e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 282626 members 
Entering Unmasked Estep 
Score: -34505912.000000 Penalty: 6226.668457
	Iteration 33Q: 3 clusters Score -3.450591e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 282632 members 
Entering Unmasked Estep 
Score: -34505932.000000 Penalty: 6226.668457
	Iteration 34Q: 3 clusters Score -3.450593e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 282636 members 
Entering Unmasked Estep 
Score: -34505940.000000 Penalty: 6226.668457
	Iteration 35Q: 3 clusters Score -3.450594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 282639 members 
Entering Unmasked Estep 
Score: -34505932.000000 Penalty: 6226.668457
	Iteration 36Q: 3 clusters Score -3.450593e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 282645 members 
Entering Unmasked Estep 
Score: -34505928.000000 Penalty: 6226.668457
	Iteration 37Q: 3 clusters Score -3.450593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 282646 members 
Entering Unmasked Estep 
Score: -34505928.000000 Penalty: 6226.668457
	Iteration 38Q: 3 clusters Score -3.450593e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 282645 members 
Entering Unmasked Estep 
Score: -34505940.000000 Penalty: 6226.668457
	Iteration 39Q: 3 clusters Score -3.450594e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 282645 members 
Entering Unmasked Estep 
Score: -34505940.000000 Penalty: 6226.668457
	Iteration 40F: 3 clusters Score -3.450594e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (16047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Entering Unmasked Estep 
Score: -1928113.875000 Penalty: 2401.452637
	Iteration 0F: 2 clusters Score -1928114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1916628.500000 Penalty: 4802.905273
	Iteration 0F: 3 clusters Score -1916628 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1920296.750000 Penalty: 4802.905273
	Iteration 1F: 3 clusters Score -1920297 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1920687.500000 Penalty: 4802.905273
	Iteration 2F: 3 clusters Score -1920688 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1921008.500000 Penalty: 4802.905273
	Iteration 3Q: 3 clusters Score -1921008 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1921300.000000 Penalty: 4802.905273
	Iteration 4Q: 3 clusters Score -1921300 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1921568.250000 Penalty: 4802.905273
	Iteration 5Q: 3 clusters Score -1921568 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1921865.500000 Penalty: 4802.905273
	Iteration 6Q: 3 clusters Score -1921866 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1922181.250000 Penalty: 4802.905273
	Iteration 7Q: 3 clusters Score -1922181 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1922494.500000 Penalty: 4802.905273
	Iteration 8Q: 3 clusters Score -1922494 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1922811.250000 Penalty: 4802.905273
	Iteration 9Q: 3 clusters Score -1922811 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1923155.750000 Penalty: 4802.905273
	Iteration 10Q: 3 clusters Score -1923156 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1923481.000000 Penalty: 4802.905273
	Iteration 11Q: 3 clusters Score -1923481 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1923785.625000 Penalty: 4802.905273
	Iteration 12Q: 3 clusters Score -1923786 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1924084.375000 Penalty: 4802.905273
	Iteration 13Q: 3 clusters Score -1924084 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1924412.125000 Penalty: 4802.905273
	Iteration 14Q: 3 clusters Score -1924412 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1924806.750000 Penalty: 4802.905273
	Iteration 15Q: 3 clusters Score -1924807 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1925249.000000 Penalty: 4802.905273
	Iteration 16Q: 3 clusters Score -1925249 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1925646.875000 Penalty: 4802.905273
	Iteration 17Q: 3 clusters Score -1925647 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1925941.625000 Penalty: 4802.905273
	Iteration 18Q: 3 clusters Score -1925942 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1926121.875000 Penalty: 4802.905273
	Iteration 19Q: 3 clusters Score -1926122 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1926242.875000 Penalty: 4802.905273
	Iteration 20F: 3 clusters Score -1926243 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1926321.375000 Penalty: 4802.905273
	Iteration 21Q: 3 clusters Score -1926321 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1926367.750000 Penalty: 4802.905273
	Iteration 22Q: 3 clusters Score -1926368 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1926409.375000 Penalty: 4802.905273
	Iteration 23Q: 3 clusters Score -1926409 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1926426.750000 Penalty: 4802.905273
	Iteration 24Q: 3 clusters Score -1926427 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1926445.875000 Penalty: 4802.905273
	Iteration 25Q: 3 clusters Score -1926446 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1926454.500000 Penalty: 4802.905273
	Iteration 26Q: 3 clusters Score -1926454 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1926473.375000 Penalty: 4802.905273
	Iteration 27Q: 3 clusters Score -1926473 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1926487.375000 Penalty: 4802.905273
	Iteration 28Q: 3 clusters Score -1926487 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1926494.000000 Penalty: 4802.905273
	Iteration 29Q: 3 clusters Score -1926494 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1926501.500000 Penalty: 4802.905273
	Iteration 30Q: 3 clusters Score -1926502 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1926508.500000 Penalty: 4802.905273
	Iteration 31Q: 3 clusters Score -1926508 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1926520.250000 Penalty: 4802.905273
	Iteration 32Q: 3 clusters Score -1926520 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1926523.750000 Penalty: 4802.905273
	Iteration 33Q: 3 clusters Score -1926524 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1926531.125000 Penalty: 4802.905273
	Iteration 34Q: 3 clusters Score -1926531 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1926539.625000 Penalty: 4802.905273
	Iteration 35Q: 3 clusters Score -1926540 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1926546.875000 Penalty: 4802.905273
	Iteration 36Q: 3 clusters Score -1926547 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1926548.125000 Penalty: 4802.905273
	Iteration 37Q: 3 clusters Score -1926548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1926544.500000 Penalty: 4802.905273
	Iteration 38Q: 3 clusters Score -1926544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1926548.625000 Penalty: 4802.905273
	Iteration 39Q: 3 clusters Score -1926549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1926547.250000 Penalty: 4802.905273
	Iteration 40F: 3 clusters Score -1926547 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1926552.125000 Penalty: 4802.905273
	Iteration 41Q: 3 clusters Score -1926552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1926553.375000 Penalty: 4802.905273
	Iteration 42Q: 3 clusters Score -1926553 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1926555.750000 Penalty: 4802.905273
	Iteration 43Q: 3 clusters Score -1926556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1926559.375000 Penalty: 4802.905273
	Iteration 44Q: 3 clusters Score -1926559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1926558.625000 Penalty: 4802.905273
	Iteration 45Q: 3 clusters Score -1926559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1926558.125000 Penalty: 4802.905273
	Iteration 46Q: 3 clusters Score -1926558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1926562.000000 Penalty: 4802.905273
	Iteration 47Q: 3 clusters Score -1926562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1926558.875000 Penalty: 4802.905273
	Iteration 48Q: 3 clusters Score -1926559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1926559.250000 Penalty: 4802.905273
	Iteration 49Q: 3 clusters Score -1926559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1926560.250000 Penalty: 4802.905273
	Iteration 50Q: 3 clusters Score -1926560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1926562.375000 Penalty: 4802.905273
	Iteration 51Q: 3 clusters Score -1926562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1926566.375000 Penalty: 4802.905273
	Iteration 52Q: 3 clusters Score -1926566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1926559.000000 Penalty: 4802.905273
	Iteration 53Q: 3 clusters Score -1926559 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1926566.250000 Penalty: 4802.905273
	Iteration 54Q: 3 clusters Score -1926566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1926565.375000 Penalty: 4802.905273
	Iteration 55Q: 3 clusters Score -1926565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1926566.250000 Penalty: 4802.905273
	Iteration 56Q: 3 clusters Score -1926566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1926567.500000 Penalty: 4802.905273
	Iteration 57Q: 3 clusters Score -1926568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1926571.750000 Penalty: 4802.905273
	Iteration 58Q: 3 clusters Score -1926572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1926571.250000 Penalty: 4802.905273
	Iteration 59Q: 3 clusters Score -1926571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1926569.500000 Penalty: 4802.905273
	Iteration 60F: 3 clusters Score -1926570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (21605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Entering Unmasked Estep 
Score: -2539653.500000 Penalty: 2475.208740
	Iteration 0F: 2 clusters Score -2539654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -2524651.250000 Penalty: 4950.417480
	Iteration 0F: 3 clusters Score -2524651 nChanged 9570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -2529682.250000 Penalty: 4950.417480
	Iteration 1F: 3 clusters Score -2529682 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -2530097.000000 Penalty: 4950.417480
	Iteration 2F: 3 clusters Score -2530097 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -2530448.750000 Penalty: 4950.417480
	Iteration 3Q: 3 clusters Score -2530449 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -2530741.250000 Penalty: 4950.417480
	Iteration 4Q: 3 clusters Score -2530741 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -2531068.250000 Penalty: 4950.417480
	Iteration 5Q: 3 clusters Score -2531068 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -2531519.750000 Penalty: 4950.417480
	Iteration 6Q: 3 clusters Score -2531520 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -2532138.500000 Penalty: 4950.417480
	Iteration 7Q: 3 clusters Score -2532138 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -2533028.500000 Penalty: 4950.417480
	Iteration 8F: 3 clusters Score -2533028 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -2534144.750000 Penalty: 4950.417480
	Iteration 9F: 3 clusters Score -2534145 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -2535313.250000 Penalty: 4950.417480
	Iteration 10F: 3 clusters Score -2535313 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -2536230.500000 Penalty: 4950.417480
	Iteration 11Q: 3 clusters Score -2536230 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -2536799.750000 Penalty: 4950.417480
	Iteration 12Q: 3 clusters Score -2536800 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -2537109.750000 Penalty: 4950.417480
	Iteration 13Q: 3 clusters Score -2537110 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -2537293.750000 Penalty: 4950.417480
	Iteration 14Q: 3 clusters Score -2537294 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -2537405.000000 Penalty: 4950.417480
	Iteration 15Q: 3 clusters Score -2537405 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -2537449.250000 Penalty: 4950.417480
	Iteration 16Q: 3 clusters Score -2537449 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -2537485.750000 Penalty: 4950.417480
	Iteration 17Q: 3 clusters Score -2537486 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -2537507.750000 Penalty: 4950.417480
	Iteration 18Q: 3 clusters Score -2537508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -2537521.000000 Penalty: 4950.417480
	Iteration 19Q: 3 clusters Score -2537521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -2537528.750000 Penalty: 4950.417480
	Iteration 20F: 3 clusters Score -2537529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -2537531.250000 Penalty: 4950.417480
	Iteration 21Q: 3 clusters Score -2537531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -2537539.500000 Penalty: 4950.417480
	Iteration 22Q: 3 clusters Score -2537540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -2537544.250000 Penalty: 4950.417480
	Iteration 23Q: 3 clusters Score -2537544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -2537558.000000 Penalty: 4950.417480
	Iteration 24Q: 3 clusters Score -2537558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -2537569.500000 Penalty: 4950.417480
	Iteration 25Q: 3 clusters Score -2537570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -2537574.250000 Penalty: 4950.417480
	Iteration 26Q: 3 clusters Score -2537574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -2537579.000000 Penalty: 4950.417480
	Iteration 27Q: 3 clusters Score -2537579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -2537580.250000 Penalty: 4950.417480
	Iteration 28Q: 3 clusters Score -2537580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -2537589.750000 Penalty: 4950.417480
	Iteration 29Q: 3 clusters Score -2537590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -2537593.000000 Penalty: 4950.417480
	Iteration 30Q: 3 clusters Score -2537593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -2537592.500000 Penalty: 4950.417480
	Iteration 31Q: 3 clusters Score -2537592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -2537592.500000 Penalty: 4950.417480
	Iteration 32F: 3 clusters Score -2537592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Entering Unmasked Estep 
Score: -1968685.625000 Penalty: 2410.898682
	Iteration 0F: 2 clusters Score -1968686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1956788.000000 Penalty: 4821.797363
	Iteration 0F: 3 clusters Score -1956788 nChanged 7316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1961479.250000 Penalty: 4821.797363
	Iteration 1F: 3 clusters Score -1961479 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1962948.125000 Penalty: 4821.797363
	Iteration 2F: 3 clusters Score -1962948 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1964414.750000 Penalty: 4821.797363
	Iteration 3F: 3 clusters Score -1964415 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1965301.250000 Penalty: 4821.797363
	Iteration 4F: 3 clusters Score -1965301 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1965706.750000 Penalty: 4821.797363
	Iteration 5F: 3 clusters Score -1965707 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1965894.125000 Penalty: 4821.797363
	Iteration 6Q: 3 clusters Score -1965894 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1965993.875000 Penalty: 4821.797363
	Iteration 7Q: 3 clusters Score -1965994 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -1966055.375000 Penalty: 4821.797363
	Iteration 8Q: 3 clusters Score -1966055 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1966102.625000 Penalty: 4821.797363
	Iteration 9Q: 3 clusters Score -1966103 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1966133.500000 Penalty: 4821.797363
	Iteration 10Q: 3 clusters Score -1966134 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -1966160.250000 Penalty: 4821.797363
	Iteration 11Q: 3 clusters Score -1966160 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -1966195.125000 Penalty: 4821.797363
	Iteration 12Q: 3 clusters Score -1966195 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1966216.625000 Penalty: 4821.797363
	Iteration 13Q: 3 clusters Score -1966217 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1966245.625000 Penalty: 4821.797363
	Iteration 14Q: 3 clusters Score -1966246 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -1966282.500000 Penalty: 4821.797363
	Iteration 15Q: 3 clusters Score -1966282 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -1966308.500000 Penalty: 4821.797363
	Iteration 16Q: 3 clusters Score -1966308 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -1966341.125000 Penalty: 4821.797363
	Iteration 17Q: 3 clusters Score -1966341 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -1966374.000000 Penalty: 4821.797363
	Iteration 18Q: 3 clusters Score -1966374 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -1966419.375000 Penalty: 4821.797363
	Iteration 19Q: 3 clusters Score -1966419 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -1966456.750000 Penalty: 4821.797363
	Iteration 20F: 3 clusters Score -1966457 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -1966505.375000 Penalty: 4821.797363
	Iteration 21Q: 3 clusters Score -1966505 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1966553.000000 Penalty: 4821.797363
	Iteration 22Q: 3 clusters Score -1966553 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1966606.250000 Penalty: 4821.797363
	Iteration 23Q: 3 clusters Score -1966606 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -1966675.250000 Penalty: 4821.797363
	Iteration 24Q: 3 clusters Score -1966675 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -1966748.250000 Penalty: 4821.797363
	Iteration 25Q: 3 clusters Score -1966748 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -1966833.250000 Penalty: 4821.797363
	Iteration 26Q: 3 clusters Score -1966833 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -1966896.375000 Penalty: 4821.797363
	Iteration 27Q: 3 clusters Score -1966896 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -1966935.875000 Penalty: 4821.797363
	Iteration 28Q: 3 clusters Score -1966936 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -1966971.250000 Penalty: 4821.797363
	Iteration 29Q: 3 clusters Score -1966971 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -1967001.500000 Penalty: 4821.797363
	Iteration 30Q: 3 clusters Score -1967002 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -1967033.000000 Penalty: 4821.797363
	Iteration 31Q: 3 clusters Score -1967033 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -1967038.750000 Penalty: 4821.797363
	Iteration 32Q: 3 clusters Score -1967039 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -1967052.250000 Penalty: 4821.797363
	Iteration 33Q: 3 clusters Score -1967052 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -1967065.125000 Penalty: 4821.797363
	Iteration 34Q: 3 clusters Score -1967065 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -1967079.500000 Penalty: 4821.797363
	Iteration 35Q: 3 clusters Score -1967080 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -1967089.500000 Penalty: 4821.797363
	Iteration 36Q: 3 clusters Score -1967090 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -1967105.500000 Penalty: 4821.797363
	Iteration 37Q: 3 clusters Score -1967106 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -1967114.250000 Penalty: 4821.797363
	Iteration 38Q: 3 clusters Score -1967114 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -1967129.500000 Penalty: 4821.797363
	Iteration 39Q: 3 clusters Score -1967130 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -1967137.500000 Penalty: 4821.797363
	Iteration 40F: 3 clusters Score -1967138 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -1967147.375000 Penalty: 4821.797363
	Iteration 41Q: 3 clusters Score -1967147 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -1967149.000000 Penalty: 4821.797363
	Iteration 42Q: 3 clusters Score -1967149 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -1967155.375000 Penalty: 4821.797363
	Iteration 43Q: 3 clusters Score -1967155 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -1967159.375000 Penalty: 4821.797363
	Iteration 44Q: 3 clusters Score -1967159 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -1967161.625000 Penalty: 4821.797363
	Iteration 45Q: 3 clusters Score -1967162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -1967172.750000 Penalty: 4821.797363
	Iteration 46Q: 3 clusters Score -1967173 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -1967178.125000 Penalty: 4821.797363
	Iteration 47Q: 3 clusters Score -1967178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -1967183.875000 Penalty: 4821.797363
	Iteration 48Q: 3 clusters Score -1967184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -1967185.750000 Penalty: 4821.797363
	Iteration 49Q: 3 clusters Score -1967186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -1967189.500000 Penalty: 4821.797363
	Iteration 50Q: 3 clusters Score -1967190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -1967190.250000 Penalty: 4821.797363
	Iteration 51Q: 3 clusters Score -1967190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -1967196.000000 Penalty: 4821.797363
	Iteration 52Q: 3 clusters Score -1967196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -1967194.125000 Penalty: 4821.797363
	Iteration 53Q: 3 clusters Score -1967194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -1967195.500000 Penalty: 4821.797363
	Iteration 54Q: 3 clusters Score -1967196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -1967195.875000 Penalty: 4821.797363
	Iteration 55Q: 3 clusters Score -1967196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -1967199.625000 Penalty: 4821.797363
	Iteration 56Q: 3 clusters Score -1967200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -1967202.875000 Penalty: 4821.797363
	Iteration 57Q: 3 clusters Score -1967203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -1967207.875000 Penalty: 4821.797363
	Iteration 58Q: 3 clusters Score -1967208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -1967210.500000 Penalty: 4821.797363
	Iteration 59Q: 3 clusters Score -1967210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -1967212.625000 Penalty: 4821.797363
	Iteration 60F: 3 clusters Score -1967213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -1967218.125000 Penalty: 4821.797363
	Iteration 61Q: 3 clusters Score -1967218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -1967223.500000 Penalty: 4821.797363
	Iteration 62Q: 3 clusters Score -1967224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -1967225.500000 Penalty: 4821.797363
	Iteration 63Q: 3 clusters Score -1967226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -1967226.250000 Penalty: 4821.797363
	Iteration 64Q: 3 clusters Score -1967226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -1967225.750000 Penalty: 4821.797363
	Iteration 65Q: 3 clusters Score -1967226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -1967226.000000 Penalty: 4821.797363
	Iteration 66Q: 3 clusters Score -1967226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -1967228.750000 Penalty: 4821.797363
	Iteration 67Q: 3 clusters Score -1967229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -1967233.125000 Penalty: 4821.797363
	Iteration 68Q: 3 clusters Score -1967233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -1967232.875000 Penalty: 4821.797363
	Iteration 69Q: 3 clusters Score -1967233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -1967232.875000 Penalty: 4821.797363
	Iteration 70F: 3 clusters Score -1967233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Entering Unmasked Estep 
Score: -1313459.250000 Penalty: 2315.197510
	Iteration 0F: 2 clusters Score -1313459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1304951.500000 Penalty: 4630.395020
	Iteration 0F: 3 clusters Score -1304952 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1307540.250000 Penalty: 4630.395020
	Iteration 1F: 3 clusters Score -1307540 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1307876.375000 Penalty: 4630.395020
	Iteration 2F: 3 clusters Score -1307876 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1308097.625000 Penalty: 4630.395020
	Iteration 3F: 3 clusters Score -1308098 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1308266.750000 Penalty: 4630.395020
	Iteration 4Q: 3 clusters Score -1308267 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1308385.750000 Penalty: 4630.395020
	Iteration 5Q: 3 clusters Score -1308386 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1308461.375000 Penalty: 4630.395020
	Iteration 6Q: 3 clusters Score -1308461 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1308523.250000 Penalty: 4630.395020
	Iteration 7Q: 3 clusters Score -1308523 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1308580.875000 Penalty: 4630.395020
	Iteration 8Q: 3 clusters Score -1308581 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1308640.500000 Penalty: 4630.395020
	Iteration 9Q: 3 clusters Score -1308640 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1308697.500000 Penalty: 4630.395020
	Iteration 10Q: 3 clusters Score -1308698 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1308757.625000 Penalty: 4630.395020
	Iteration 11Q: 3 clusters Score -1308758 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1308811.875000 Penalty: 4630.395020
	Iteration 12Q: 3 clusters Score -1308812 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1308877.500000 Penalty: 4630.395020
	Iteration 13Q: 3 clusters Score -1308878 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1308960.875000 Penalty: 4630.395020
	Iteration 14Q: 3 clusters Score -1308961 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1309069.625000 Penalty: 4630.395020
	Iteration 15Q: 3 clusters Score -1309070 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1309229.875000 Penalty: 4630.395020
	Iteration 16Q: 3 clusters Score -1309230 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1309447.375000 Penalty: 4630.395020
	Iteration 17Q: 3 clusters Score -1309447 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1309702.250000 Penalty: 4630.395020
	Iteration 18Q: 3 clusters Score -1309702 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1310016.875000 Penalty: 4630.395020
	Iteration 19Q: 3 clusters Score -1310017 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1310396.375000 Penalty: 4630.395020
	Iteration 20F: 3 clusters Score -1310396 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1310771.625000 Penalty: 4630.395020
	Iteration 21Q: 3 clusters Score -1310772 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1311049.250000 Penalty: 4630.395020
	Iteration 22Q: 3 clusters Score -1311049 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1311233.000000 Penalty: 4630.395020
	Iteration 23Q: 3 clusters Score -1311233 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1311369.000000 Penalty: 4630.395020
	Iteration 24Q: 3 clusters Score -1311369 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1311465.250000 Penalty: 4630.395020
	Iteration 25Q: 3 clusters Score -1311465 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1311544.125000 Penalty: 4630.395020
	Iteration 26Q: 3 clusters Score -1311544 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1311594.875000 Penalty: 4630.395020
	Iteration 27Q: 3 clusters Score -1311595 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1311638.375000 Penalty: 4630.395020
	Iteration 28Q: 3 clusters Score -1311638 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1311675.250000 Penalty: 4630.395020
	Iteration 29Q: 3 clusters Score -1311675 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1311713.250000 Penalty: 4630.395020
	Iteration 30Q: 3 clusters Score -1311713 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1311739.500000 Penalty: 4630.395020
	Iteration 31Q: 3 clusters Score -1311740 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1311757.375000 Penalty: 4630.395020
	Iteration 32Q: 3 clusters Score -1311757 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1311778.000000 Penalty: 4630.395020
	Iteration 33Q: 3 clusters Score -1311778 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1311790.500000 Penalty: 4630.395020
	Iteration 34Q: 3 clusters Score -1311790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1311797.375000 Penalty: 4630.395020
	Iteration 35Q: 3 clusters Score -1311797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1311799.625000 Penalty: 4630.395020
	Iteration 36Q: 3 clusters Score -1311800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1311803.250000 Penalty: 4630.395020
	Iteration 37Q: 3 clusters Score -1311803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1311804.625000 Penalty: 4630.395020
	Iteration 38Q: 3 clusters Score -1311805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1311806.625000 Penalty: 4630.395020
	Iteration 39Q: 3 clusters Score -1311807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1311807.750000 Penalty: 4630.395020
	Iteration 40F: 3 clusters Score -1311808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Entering Unmasked Estep 
Score: -708682.812500 Penalty: 2171.344727
	Iteration 0F: 2 clusters Score -708682.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -703333.625000 Penalty: 4342.689453
	Iteration 0F: 3 clusters Score -703333.6 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -704854.437500 Penalty: 4342.689453
	Iteration 1F: 3 clusters Score -704854.4 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -705192.437500 Penalty: 4342.689453
	Iteration 2F: 3 clusters Score -705192.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -705452.312500 Penalty: 4342.689453
	Iteration 3F: 3 clusters Score -705452.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -705717.812500 Penalty: 4342.689453
	Iteration 4F: 3 clusters Score -705717.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -706001.125000 Penalty: 4342.689453
	Iteration 5F: 3 clusters Score -706001.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -706299.250000 Penalty: 4342.689453
	Iteration 6F: 3 clusters Score -706299.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -706618.687500 Penalty: 4342.689453
	Iteration 7F: 3 clusters Score -706618.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -706885.437500 Penalty: 4342.689453
	Iteration 8Q: 3 clusters Score -706885.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -707086.312500 Penalty: 4342.689453
	Iteration 9Q: 3 clusters Score -707086.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -707229.875000 Penalty: 4342.689453
	Iteration 10Q: 3 clusters Score -707229.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -707318.687500 Penalty: 4342.689453
	Iteration 11Q: 3 clusters Score -707318.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -707371.062500 Penalty: 4342.689453
	Iteration 12Q: 3 clusters Score -707371.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -707410.875000 Penalty: 4342.689453
	Iteration 13Q: 3 clusters Score -707410.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -707450.562500 Penalty: 4342.689453
	Iteration 14Q: 3 clusters Score -707450.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -707495.437500 Penalty: 4342.689453
	Iteration 15Q: 3 clusters Score -707495.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -707541.250000 Penalty: 4342.689453
	Iteration 16Q: 3 clusters Score -707541.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -707574.625000 Penalty: 4342.689453
	Iteration 17Q: 3 clusters Score -707574.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -707602.875000 Penalty: 4342.689453
	Iteration 18Q: 3 clusters Score -707602.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -707633.187500 Penalty: 4342.689453
	Iteration 19Q: 3 clusters Score -707633.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -707657.687500 Penalty: 4342.689453
	Iteration 20F: 3 clusters Score -707657.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -707676.562500 Penalty: 4342.689453
	Iteration 21Q: 3 clusters Score -707676.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -707685.875000 Penalty: 4342.689453
	Iteration 22Q: 3 clusters Score -707685.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -707692.562500 Penalty: 4342.689453
	Iteration 23Q: 3 clusters Score -707692.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -707700.812500 Penalty: 4342.689453
	Iteration 24Q: 3 clusters Score -707700.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -707708.250000 Penalty: 4342.689453
	Iteration 25Q: 3 clusters Score -707708.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -707713.062500 Penalty: 4342.689453
	Iteration 26Q: 3 clusters Score -707713.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -707716.312500 Penalty: 4342.689453
	Iteration 27Q: 3 clusters Score -707716.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -707720.125000 Penalty: 4342.689453
	Iteration 28Q: 3 clusters Score -707720.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -707724.125000 Penalty: 4342.689453
	Iteration 29Q: 3 clusters Score -707724.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -707724.562500 Penalty: 4342.689453
	Iteration 30Q: 3 clusters Score -707724.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -707723.750000 Penalty: 4342.689453
	Iteration 31Q: 3 clusters Score -707723.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -707725.187500 Penalty: 4342.689453
	Iteration 32Q: 3 clusters Score -707725.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -707725.187500 Penalty: 4342.689453
	Iteration 33F: 3 clusters Score -707725.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (38251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38251 members 
Entering Unmasked Estep 
Score: -4295676.000000 Penalty: 2616.877441
	Iteration 0F: 2 clusters Score -4295676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -4269738.000000 Penalty: 5233.754883
	Iteration 0F: 3 clusters Score -4269738 nChanged 17494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -4279444.500000 Penalty: 5233.754883
	Iteration 1F: 3 clusters Score -4279444 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -4280458.000000 Penalty: 5233.754883
	Iteration 2F: 3 clusters Score -4280458 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -4281777.000000 Penalty: 5233.754883
	Iteration 3F: 3 clusters Score -4281777 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -4283325.500000 Penalty: 5233.754883
	Iteration 4F: 3 clusters Score -4283326 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -4285009.000000 Penalty: 5233.754883
	Iteration 5F: 3 clusters Score -4285009 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -4286631.500000 Penalty: 5233.754883
	Iteration 6F: 3 clusters Score -4286632 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -4288041.000000 Penalty: 5233.754883
	Iteration 7F: 3 clusters Score -4288041 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28796 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -4289345.000000 Penalty: 5233.754883
	Iteration 8F: 3 clusters Score -4289345 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30450 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -4290542.000000 Penalty: 5233.754883
	Iteration 9Q: 3 clusters Score -4290542 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32076 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -4291662.000000 Penalty: 5233.754883
	Iteration 10Q: 3 clusters Score -4291662 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33452 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -4292636.500000 Penalty: 5233.754883
	Iteration 11Q: 3 clusters Score -4292636 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34473 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -4293342.000000 Penalty: 5233.754883
	Iteration 12Q: 3 clusters Score -4293342 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -4293855.000000 Penalty: 5233.754883
	Iteration 13Q: 3 clusters Score -4293855 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35743 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -4294176.000000 Penalty: 5233.754883
	Iteration 14Q: 3 clusters Score -4294176 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36060 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -4294392.000000 Penalty: 5233.754883
	Iteration 15Q: 3 clusters Score -4294392 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -4294558.500000 Penalty: 5233.754883
	Iteration 16Q: 3 clusters Score -4294558 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36403 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -4294708.000000 Penalty: 5233.754883
	Iteration 17Q: 3 clusters Score -4294708 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36499 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -4294816.000000 Penalty: 5233.754883
	Iteration 18Q: 3 clusters Score -4294816 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36579 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -4294955.000000 Penalty: 5233.754883
	Iteration 19Q: 3 clusters Score -4294955 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36629 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4295026.500000 Penalty: 5233.754883
	Iteration 20F: 3 clusters Score -4295026 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36667 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -4295087.500000 Penalty: 5233.754883
	Iteration 21Q: 3 clusters Score -4295088 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -4295150.000000 Penalty: 5233.754883
	Iteration 22Q: 3 clusters Score -4295150 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36691 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -4295183.000000 Penalty: 5233.754883
	Iteration 23Q: 3 clusters Score -4295183 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36696 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -4295207.000000 Penalty: 5233.754883
	Iteration 24Q: 3 clusters Score -4295207 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36695 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -4295228.000000 Penalty: 5233.754883
	Iteration 25Q: 3 clusters Score -4295228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36702 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -4295220.000000 Penalty: 5233.754883
	Iteration 26Q: 3 clusters Score -4295220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36703 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -4295227.500000 Penalty: 5233.754883
	Iteration 27Q: 3 clusters Score -4295228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -4295227.500000 Penalty: 5233.754883
	Iteration 28Q: 3 clusters Score -4295228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -4295226.500000 Penalty: 5233.754883
	Iteration 29Q: 3 clusters Score -4295226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -4295229.000000 Penalty: 5233.754883
	Iteration 30Q: 3 clusters Score -4295229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36707 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -4295223.500000 Penalty: 5233.754883
	Iteration 31Q: 3 clusters Score -4295224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36708 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -4295222.000000 Penalty: 5233.754883
	Iteration 32Q: 3 clusters Score -4295222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36709 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -4295222.500000 Penalty: 5233.754883
	Iteration 33Q: 3 clusters Score -4295222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -4295227.000000 Penalty: 5233.754883
	Iteration 34Q: 3 clusters Score -4295227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36709 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -4295225.500000 Penalty: 5233.754883
	Iteration 35Q: 3 clusters Score -4295226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36709 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -4295225.500000 Penalty: 5233.754883
	Iteration 36F: 3 clusters Score -4295226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Entering Unmasked Estep 
Score: -326876.218750 Penalty: 1972.597168
	Iteration 0F: 2 clusters Score -326876.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -323725.156250 Penalty: 3945.194336
	Iteration 0F: 3 clusters Score -323725.2 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -324305.968750 Penalty: 3945.194336
	Iteration 1F: 3 clusters Score -324306 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -324444.843750 Penalty: 3945.194336
	Iteration 2F: 3 clusters Score -324444.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -324539.812500 Penalty: 3945.194336
	Iteration 3Q: 3 clusters Score -324539.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -324606.406250 Penalty: 3945.194336
	Iteration 4Q: 3 clusters Score -324606.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -324656.312500 Penalty: 3945.194336
	Iteration 5Q: 3 clusters Score -324656.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -324686.343750 Penalty: 3945.194336
	Iteration 6Q: 3 clusters Score -324686.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -324716.468750 Penalty: 3945.194336
	Iteration 7Q: 3 clusters Score -324716.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -324740.187500 Penalty: 3945.194336
	Iteration 8Q: 3 clusters Score -324740.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -324752.781250 Penalty: 3945.194336
	Iteration 9Q: 3 clusters Score -324752.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -324766.656250 Penalty: 3945.194336
	Iteration 10Q: 3 clusters Score -324766.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -324772.875000 Penalty: 3945.194336
	Iteration 11Q: 3 clusters Score -324772.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -324777.000000 Penalty: 3945.194336
	Iteration 12Q: 3 clusters Score -324777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -324780.093750 Penalty: 3945.194336
	Iteration 13Q: 3 clusters Score -324780.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -324781.406250 Penalty: 3945.194336
	Iteration 14Q: 3 clusters Score -324781.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -324782.968750 Penalty: 3945.194336
	Iteration 15Q: 3 clusters Score -324783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -324784.562500 Penalty: 3945.194336
	Iteration 16Q: 3 clusters Score -324784.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -324785.250000 Penalty: 3945.194336
	Iteration 17Q: 3 clusters Score -324785.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -324786.312500 Penalty: 3945.194336
	Iteration 18Q: 3 clusters Score -324786.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -324788.281250 Penalty: 3945.194336
	Iteration 19Q: 3 clusters Score -324788.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -324790.750000 Penalty: 3945.194336
	Iteration 20F: 3 clusters Score -324790.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -324793.156250 Penalty: 3945.194336
	Iteration 21Q: 3 clusters Score -324793.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -324796.937500 Penalty: 3945.194336
	Iteration 22Q: 3 clusters Score -324796.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -324806.718750 Penalty: 3945.194336
	Iteration 23Q: 3 clusters Score -324806.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -324814.562500 Penalty: 3945.194336
	Iteration 24Q: 3 clusters Score -324814.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -324818.375000 Penalty: 3945.194336
	Iteration 25Q: 3 clusters Score -324818.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -324821.750000 Penalty: 3945.194336
	Iteration 26Q: 3 clusters Score -324821.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -324823.500000 Penalty: 3945.194336
	Iteration 27Q: 3 clusters Score -324823.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -324824.625000 Penalty: 3945.194336
	Iteration 28Q: 3 clusters Score -324824.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -324827.125000 Penalty: 3945.194336
	Iteration 29Q: 3 clusters Score -324827.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -324829.531250 Penalty: 3945.194336
	Iteration 30Q: 3 clusters Score -324829.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -324832.218750 Penalty: 3945.194336
	Iteration 31Q: 3 clusters Score -324832.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -324835.406250 Penalty: 3945.194336
	Iteration 32Q: 3 clusters Score -324835.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -324840.437500 Penalty: 3945.194336
	Iteration 33Q: 3 clusters Score -324840.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -324847.343750 Penalty: 3945.194336
	Iteration 34Q: 3 clusters Score -324847.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -324854.843750 Penalty: 3945.194336
	Iteration 35Q: 3 clusters Score -324854.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -324858.750000 Penalty: 3945.194336
	Iteration 36Q: 3 clusters Score -324858.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -324863.968750 Penalty: 3945.194336
	Iteration 37Q: 3 clusters Score -324864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -324866.781250 Penalty: 3945.194336
	Iteration 38Q: 3 clusters Score -324866.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -324869.343750 Penalty: 3945.194336
	Iteration 39Q: 3 clusters Score -324869.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -324873.781250 Penalty: 3945.194336
	Iteration 40F: 3 clusters Score -324873.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -324876.937500 Penalty: 3945.194336
	Iteration 41Q: 3 clusters Score -324876.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -324877.718750 Penalty: 3945.194336
	Iteration 42Q: 3 clusters Score -324877.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -324878.156250 Penalty: 3945.194336
	Iteration 43Q: 3 clusters Score -324878.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -324878.218750 Penalty: 3945.194336
	Iteration 44Q: 3 clusters Score -324878.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -324880.000000 Penalty: 3945.194336
	Iteration 45Q: 3 clusters Score -324880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -324880.250000 Penalty: 3945.194336
	Iteration 46Q: 3 clusters Score -324880.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -324881.156250 Penalty: 3945.194336
	Iteration 47Q: 3 clusters Score -324881.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -324882.250000 Penalty: 3945.194336
	Iteration 48Q: 3 clusters Score -324882.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -324883.062500 Penalty: 3945.194336
	Iteration 49Q: 3 clusters Score -324883.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -324885.062500 Penalty: 3945.194336
	Iteration 50Q: 3 clusters Score -324885.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -324887.562500 Penalty: 3945.194336
	Iteration 51Q: 3 clusters Score -324887.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -324889.031250 Penalty: 3945.194336
	Iteration 52Q: 3 clusters Score -324889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -324891.062500 Penalty: 3945.194336
	Iteration 53Q: 3 clusters Score -324891.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -324891.781250 Penalty: 3945.194336
	Iteration 54Q: 3 clusters Score -324891.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -324892.562500 Penalty: 3945.194336
	Iteration 55Q: 3 clusters Score -324892.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -324895.718750 Penalty: 3945.194336
	Iteration 56Q: 3 clusters Score -324895.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -324896.406250 Penalty: 3945.194336
	Iteration 57Q: 3 clusters Score -324896.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -324896.781250 Penalty: 3945.194336
	Iteration 58Q: 3 clusters Score -324896.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -324896.781250 Penalty: 3945.194336
	Iteration 59F: 3 clusters Score -324896.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Entering Unmasked Estep 
Score: -1228324.375000 Penalty: 2297.560059
	Iteration 0F: 2 clusters Score -1228324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1220315.375000 Penalty: 4595.120117
	Iteration 0F: 3 clusters Score -1220315 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1222937.500000 Penalty: 4595.120117
	Iteration 1F: 3 clusters Score -1222938 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1223421.000000 Penalty: 4595.120117
	Iteration 2F: 3 clusters Score -1223421 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1223861.000000 Penalty: 4595.120117
	Iteration 3F: 3 clusters Score -1223861 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1224187.000000 Penalty: 4595.120117
	Iteration 4F: 3 clusters Score -1224187 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1224469.500000 Penalty: 4595.120117
	Iteration 5Q: 3 clusters Score -1224470 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1224753.500000 Penalty: 4595.120117
	Iteration 6Q: 3 clusters Score -1224754 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1224987.625000 Penalty: 4595.120117
	Iteration 7Q: 3 clusters Score -1224988 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1225165.750000 Penalty: 4595.120117
	Iteration 8Q: 3 clusters Score -1225166 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1225316.375000 Penalty: 4595.120117
	Iteration 9Q: 3 clusters Score -1225316 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1225438.250000 Penalty: 4595.120117
	Iteration 10Q: 3 clusters Score -1225438 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1225517.125000 Penalty: 4595.120117
	Iteration 11Q: 3 clusters Score -1225517 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1225582.375000 Penalty: 4595.120117
	Iteration 12Q: 3 clusters Score -1225582 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1225648.625000 Penalty: 4595.120117
	Iteration 13Q: 3 clusters Score -1225649 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1225713.750000 Penalty: 4595.120117
	Iteration 14Q: 3 clusters Score -1225714 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1225768.500000 Penalty: 4595.120117
	Iteration 15Q: 3 clusters Score -1225768 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1225826.750000 Penalty: 4595.120117
	Iteration 16Q: 3 clusters Score -1225827 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1225867.250000 Penalty: 4595.120117
	Iteration 17Q: 3 clusters Score -1225867 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1225910.250000 Penalty: 4595.120117
	Iteration 18Q: 3 clusters Score -1225910 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1225957.875000 Penalty: 4595.120117
	Iteration 19Q: 3 clusters Score -1225958 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1226003.250000 Penalty: 4595.120117
	Iteration 20F: 3 clusters Score -1226003 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1226052.875000 Penalty: 4595.120117
	Iteration 21Q: 3 clusters Score -1226053 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1226090.750000 Penalty: 4595.120117
	Iteration 22Q: 3 clusters Score -1226091 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1226138.750000 Penalty: 4595.120117
	Iteration 23Q: 3 clusters Score -1226139 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1226178.875000 Penalty: 4595.120117
	Iteration 24Q: 3 clusters Score -1226179 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1226227.125000 Penalty: 4595.120117
	Iteration 25Q: 3 clusters Score -1226227 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1226270.750000 Penalty: 4595.120117
	Iteration 26Q: 3 clusters Score -1226271 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1226309.125000 Penalty: 4595.120117
	Iteration 27Q: 3 clusters Score -1226309 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1226352.500000 Penalty: 4595.120117
	Iteration 28Q: 3 clusters Score -1226352 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1226394.375000 Penalty: 4595.120117
	Iteration 29Q: 3 clusters Score -1226394 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1226439.500000 Penalty: 4595.120117
	Iteration 30Q: 3 clusters Score -1226440 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1226477.500000 Penalty: 4595.120117
	Iteration 31Q: 3 clusters Score -1226478 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1226511.875000 Penalty: 4595.120117
	Iteration 32Q: 3 clusters Score -1226512 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1226547.625000 Penalty: 4595.120117
	Iteration 33Q: 3 clusters Score -1226548 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1226580.875000 Penalty: 4595.120117
	Iteration 34Q: 3 clusters Score -1226581 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1226613.250000 Penalty: 4595.120117
	Iteration 35Q: 3 clusters Score -1226613 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1226644.250000 Penalty: 4595.120117
	Iteration 36Q: 3 clusters Score -1226644 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1226667.375000 Penalty: 4595.120117
	Iteration 37Q: 3 clusters Score -1226667 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1226681.875000 Penalty: 4595.120117
	Iteration 38Q: 3 clusters Score -1226682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1226693.500000 Penalty: 4595.120117
	Iteration 39Q: 3 clusters Score -1226694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1226701.625000 Penalty: 4595.120117
	Iteration 40F: 3 clusters Score -1226702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1226706.500000 Penalty: 4595.120117
	Iteration 41Q: 3 clusters Score -1226706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1226715.000000 Penalty: 4595.120117
	Iteration 42Q: 3 clusters Score -1226715 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1226723.125000 Penalty: 4595.120117
	Iteration 43Q: 3 clusters Score -1226723 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1226731.625000 Penalty: 4595.120117
	Iteration 44Q: 3 clusters Score -1226732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1226744.500000 Penalty: 4595.120117
	Iteration 45Q: 3 clusters Score -1226744 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1226760.125000 Penalty: 4595.120117
	Iteration 46Q: 3 clusters Score -1226760 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1226771.750000 Penalty: 4595.120117
	Iteration 47Q: 3 clusters Score -1226772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1226782.500000 Penalty: 4595.120117
	Iteration 48Q: 3 clusters Score -1226782 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1226796.875000 Penalty: 4595.120117
	Iteration 49Q: 3 clusters Score -1226797 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1226812.000000 Penalty: 4595.120117
	Iteration 50Q: 3 clusters Score -1226812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1226822.125000 Penalty: 4595.120117
	Iteration 51Q: 3 clusters Score -1226822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1226829.500000 Penalty: 4595.120117
	Iteration 52Q: 3 clusters Score -1226830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1226842.125000 Penalty: 4595.120117
	Iteration 53Q: 3 clusters Score -1226842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1226847.000000 Penalty: 4595.120117
	Iteration 54Q: 3 clusters Score -1226847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1226850.375000 Penalty: 4595.120117
	Iteration 55Q: 3 clusters Score -1226850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1226853.125000 Penalty: 4595.120117
	Iteration 56Q: 3 clusters Score -1226853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1226857.625000 Penalty: 4595.120117
	Iteration 57Q: 3 clusters Score -1226858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1226858.750000 Penalty: 4595.120117
	Iteration 58Q: 3 clusters Score -1226859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1226858.750000 Penalty: 4595.120117
	Iteration 59F: 3 clusters Score -1226859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Entering Unmasked Estep 
Score: -987958.562500 Penalty: 2231.997314
	Iteration 0F: 2 clusters Score -987958.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -981470.312500 Penalty: 4463.994629
	Iteration 0F: 3 clusters Score -981470.3 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -983305.437500 Penalty: 4463.994629
	Iteration 1F: 3 clusters Score -983305.4 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -983545.312500 Penalty: 4463.994629
	Iteration 2F: 3 clusters Score -983545.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -983706.625000 Penalty: 4463.994629
	Iteration 3Q: 3 clusters Score -983706.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -983822.062500 Penalty: 4463.994629
	Iteration 4Q: 3 clusters Score -983822.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -983922.312500 Penalty: 4463.994629
	Iteration 5Q: 3 clusters Score -983922.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -984025.875000 Penalty: 4463.994629
	Iteration 6Q: 3 clusters Score -984025.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -984099.000000 Penalty: 4463.994629
	Iteration 7Q: 3 clusters Score -984099 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -984165.500000 Penalty: 4463.994629
	Iteration 8Q: 3 clusters Score -984165.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -984251.625000 Penalty: 4463.994629
	Iteration 9Q: 3 clusters Score -984251.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -984366.125000 Penalty: 4463.994629
	Iteration 10Q: 3 clusters Score -984366.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -984513.312500 Penalty: 4463.994629
	Iteration 11Q: 3 clusters Score -984513.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -984656.125000 Penalty: 4463.994629
	Iteration 12Q: 3 clusters Score -984656.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -984820.250000 Penalty: 4463.994629
	Iteration 13Q: 3 clusters Score -984820.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -984988.250000 Penalty: 4463.994629
	Iteration 14Q: 3 clusters Score -984988.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -985162.375000 Penalty: 4463.994629
	Iteration 15Q: 3 clusters Score -985162.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -985320.000000 Penalty: 4463.994629
	Iteration 16Q: 3 clusters Score -985320 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -985462.375000 Penalty: 4463.994629
	Iteration 17Q: 3 clusters Score -985462.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -985563.750000 Penalty: 4463.994629
	Iteration 18Q: 3 clusters Score -985563.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -985662.875000 Penalty: 4463.994629
	Iteration 19Q: 3 clusters Score -985662.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -985731.000000 Penalty: 4463.994629
	Iteration 20F: 3 clusters Score -985731 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -985773.312500 Penalty: 4463.994629
	Iteration 21Q: 3 clusters Score -985773.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -985820.625000 Penalty: 4463.994629
	Iteration 22Q: 3 clusters Score -985820.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -985866.812500 Penalty: 4463.994629
	Iteration 23Q: 3 clusters Score -985866.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -985893.937500 Penalty: 4463.994629
	Iteration 24Q: 3 clusters Score -985893.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -985913.437500 Penalty: 4463.994629
	Iteration 25Q: 3 clusters Score -985913.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -985929.000000 Penalty: 4463.994629
	Iteration 26Q: 3 clusters Score -985929 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -985940.562500 Penalty: 4463.994629
	Iteration 27Q: 3 clusters Score -985940.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -985943.562500 Penalty: 4463.994629
	Iteration 28Q: 3 clusters Score -985943.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -985950.937500 Penalty: 4463.994629
	Iteration 29Q: 3 clusters Score -985950.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -985957.812500 Penalty: 4463.994629
	Iteration 30Q: 3 clusters Score -985957.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -985971.812500 Penalty: 4463.994629
	Iteration 31Q: 3 clusters Score -985971.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -985977.812500 Penalty: 4463.994629
	Iteration 32Q: 3 clusters Score -985977.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -985984.812500 Penalty: 4463.994629
	Iteration 33Q: 3 clusters Score -985984.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -985989.562500 Penalty: 4463.994629
	Iteration 34Q: 3 clusters Score -985989.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -985993.687500 Penalty: 4463.994629
	Iteration 35Q: 3 clusters Score -985993.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -985994.125000 Penalty: 4463.994629
	Iteration 36Q: 3 clusters Score -985994.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -985998.500000 Penalty: 4463.994629
	Iteration 37Q: 3 clusters Score -985998.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -986005.812500 Penalty: 4463.994629
	Iteration 38Q: 3 clusters Score -986005.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -986009.500000 Penalty: 4463.994629
	Iteration 39Q: 3 clusters Score -986009.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -986011.500000 Penalty: 4463.994629
	Iteration 40F: 3 clusters Score -986011.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -986016.687500 Penalty: 4463.994629
	Iteration 41Q: 3 clusters Score -986016.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -986021.187500 Penalty: 4463.994629
	Iteration 42Q: 3 clusters Score -986021.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -986021.312500 Penalty: 4463.994629
	Iteration 43Q: 3 clusters Score -986021.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -986022.000000 Penalty: 4463.994629
	Iteration 44Q: 3 clusters Score -986022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -986022.750000 Penalty: 4463.994629
	Iteration 45Q: 3 clusters Score -986022.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -986022.750000 Penalty: 4463.994629
	Iteration 46Q: 3 clusters Score -986022.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -986023.875000 Penalty: 4463.994629
	Iteration 47Q: 3 clusters Score -986023.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -986026.000000 Penalty: 4463.994629
	Iteration 48Q: 3 clusters Score -986026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -986027.000000 Penalty: 4463.994629
	Iteration 49Q: 3 clusters Score -986027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -986028.250000 Penalty: 4463.994629
	Iteration 50Q: 3 clusters Score -986028.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -986028.250000 Penalty: 4463.994629
	Iteration 51F: 3 clusters Score -986028.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (221727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221727 members 
Entering Unmasked Estep 
Score: -27209972.000000 Penalty: 3052.682129
	Iteration 0F: 2 clusters Score -2.720997e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110870 members 
Mstep: Class 2 contains 110857 members 
Entering Unmasked Estep 
Score: -27066268.000000 Penalty: 6105.364258
	Iteration 0F: 3 clusters Score -2.706627e+07 nChanged 106817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111515 members 
Mstep: Class 2 contains 110212 members 
Entering Unmasked Estep 
Score: -27128500.000000 Penalty: 6105.364258
	Iteration 1F: 3 clusters Score -2.71285e+07 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111889 members 
Mstep: Class 2 contains 109838 members 
Entering Unmasked Estep 
Score: -27129364.000000 Penalty: 6105.364258
	Iteration 2Q: 3 clusters Score -2.712936e+07 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112597 members 
Mstep: Class 2 contains 109130 members 
Entering Unmasked Estep 
Score: -27130480.000000 Penalty: 6105.364258
	Iteration 3Q: 3 clusters Score -2.713048e+07 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113777 members 
Mstep: Class 2 contains 107950 members 
Entering Unmasked Estep 
Score: -27131638.000000 Penalty: 6105.364258
	Iteration 4Q: 3 clusters Score -2.713164e+07 nChanged 6512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115519 members 
Mstep: Class 2 contains 106208 members 
Entering Unmasked Estep 
Score: -27133484.000000 Penalty: 6105.364258
	Iteration 5Q: 3 clusters Score -2.713348e+07 nChanged 7403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118006 members 
Mstep: Class 2 contains 103721 members 
Entering Unmasked Estep 
Score: -27136202.000000 Penalty: 6105.364258
	Iteration 6Q: 3 clusters Score -2.71362e+07 nChanged 8717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121195 members 
Mstep: Class 2 contains 100532 members 
Entering Unmasked Estep 
Score: -27140178.000000 Penalty: 6105.364258
	Iteration 7Q: 3 clusters Score -2.714018e+07 nChanged 10310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125105 members 
Mstep: Class 2 contains 96622 members 
Entering Unmasked Estep 
Score: -27146192.000000 Penalty: 6105.364258
	Iteration 8Q: 3 clusters Score -2.714619e+07 nChanged 11860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128993 members 
Mstep: Class 2 contains 92734 members 
Entering Unmasked Estep 
Score: -27153916.000000 Penalty: 6105.364258
	Iteration 9F: 3 clusters Score -2.715392e+07 nChanged 13230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132265 members 
Mstep: Class 2 contains 89462 members 
Entering Unmasked Estep 
Score: -27163852.000000 Penalty: 6105.364258
	Iteration 10F: 3 clusters Score -2.716385e+07 nChanged 13776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134405 members 
Mstep: Class 2 contains 87322 members 
Entering Unmasked Estep 
Score: -27173914.000000 Penalty: 6105.364258
	Iteration 11F: 3 clusters Score -2.717391e+07 nChanged 11918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135641 members 
Mstep: Class 2 contains 86086 members 
Entering Unmasked Estep 
Score: -27180402.000000 Penalty: 6105.364258
	Iteration 12F: 3 clusters Score -2.71804e+07 nChanged 8137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136720 members 
Mstep: Class 2 contains 85007 members 
Entering Unmasked Estep 
Score: -27182764.000000 Penalty: 6105.364258
	Iteration 13Q: 3 clusters Score -2.718276e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137824 members 
Mstep: Class 2 contains 83903 members 
Entering Unmasked Estep 
Score: -27183926.000000 Penalty: 6105.364258
	Iteration 14Q: 3 clusters Score -2.718393e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138876 members 
Mstep: Class 2 contains 82851 members 
Entering Unmasked Estep 
Score: -27184462.000000 Penalty: 6105.364258
	Iteration 15Q: 3 clusters Score -2.718446e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139945 members 
Mstep: Class 2 contains 81782 members 
Entering Unmasked Estep 
Score: -27184814.000000 Penalty: 6105.364258
	Iteration 16Q: 3 clusters Score -2.718481e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141058 members 
Mstep: Class 2 contains 80669 members 
Entering Unmasked Estep 
Score: -27185172.000000 Penalty: 6105.364258
	Iteration 17Q: 3 clusters Score -2.718517e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142124 members 
Mstep: Class 2 contains 79603 members 
Entering Unmasked Estep 
Score: -27185356.000000 Penalty: 6105.364258
	Iteration 18Q: 3 clusters Score -2.718536e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143214 members 
Mstep: Class 2 contains 78513 members 
Entering Unmasked Estep 
Score: -27185724.000000 Penalty: 6105.364258
	Iteration 19Q: 3 clusters Score -2.718572e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144354 members 
Mstep: Class 2 contains 77373 members 
Entering Unmasked Estep 
Score: -27186152.000000 Penalty: 6105.364258
	Iteration 20F: 3 clusters Score -2.718615e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145576 members 
Mstep: Class 2 contains 76151 members 
Entering Unmasked Estep 
Score: -27186438.000000 Penalty: 6105.364258
	Iteration 21Q: 3 clusters Score -2.718644e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146895 members 
Mstep: Class 2 contains 74832 members 
Entering Unmasked Estep 
Score: -27186582.000000 Penalty: 6105.364258
	Iteration 22Q: 3 clusters Score -2.718658e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148255 members 
Mstep: Class 2 contains 73472 members 
Entering Unmasked Estep 
Score: -27186868.000000 Penalty: 6105.364258
	Iteration 23Q: 3 clusters Score -2.718687e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149791 members 
Mstep: Class 2 contains 71936 members 
Entering Unmasked Estep 
Score: -27187264.000000 Penalty: 6105.364258
	Iteration 24Q: 3 clusters Score -2.718726e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151490 members 
Mstep: Class 2 contains 70237 members 
Entering Unmasked Estep 
Score: -27187672.000000 Penalty: 6105.364258
	Iteration 25Q: 3 clusters Score -2.718767e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153354 members 
Mstep: Class 2 contains 68373 members 
Entering Unmasked Estep 
Score: -27188178.000000 Penalty: 6105.364258
	Iteration 26Q: 3 clusters Score -2.718818e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155382 members 
Mstep: Class 2 contains 66345 members 
Entering Unmasked Estep 
Score: -27188622.000000 Penalty: 6105.364258
	Iteration 27Q: 3 clusters Score -2.718862e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157553 members 
Mstep: Class 2 contains 64174 members 
Entering Unmasked Estep 
Score: -27189058.000000 Penalty: 6105.364258
	Iteration 28Q: 3 clusters Score -2.718906e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159957 members 
Mstep: Class 2 contains 61770 members 
Entering Unmasked Estep 
Score: -27189634.000000 Penalty: 6105.364258
	Iteration 29Q: 3 clusters Score -2.718963e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162573 members 
Mstep: Class 2 contains 59154 members 
Entering Unmasked Estep 
Score: -27190270.000000 Penalty: 6105.364258
	Iteration 30Q: 3 clusters Score -2.719027e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165440 members 
Mstep: Class 2 contains 56287 members 
Entering Unmasked Estep 
Score: -27191012.000000 Penalty: 6105.364258
	Iteration 31Q: 3 clusters Score -2.719101e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168662 members 
Mstep: Class 2 contains 53065 members 
Entering Unmasked Estep 
Score: -27191968.000000 Penalty: 6105.364258
	Iteration 32Q: 3 clusters Score -2.719197e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172093 members 
Mstep: Class 2 contains 49634 members 
Entering Unmasked Estep 
Score: -27193016.000000 Penalty: 6105.364258
	Iteration 33Q: 3 clusters Score -2.719302e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175726 members 
Mstep: Class 2 contains 46001 members 
Entering Unmasked Estep 
Score: -27193906.000000 Penalty: 6105.364258
	Iteration 34Q: 3 clusters Score -2.719391e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179434 members 
Mstep: Class 2 contains 42293 members 
Entering Unmasked Estep 
Score: -27195102.000000 Penalty: 6105.364258
	Iteration 35Q: 3 clusters Score -2.71951e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183146 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
Score: -27196104.000000 Penalty: 6105.364258
	Iteration 36Q: 3 clusters Score -2.71961e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186884 members 
Mstep: Class 2 contains 34843 members 
Entering Unmasked Estep 
Score: -27197204.000000 Penalty: 6105.364258
	Iteration 37Q: 3 clusters Score -2.71972e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190586 members 
Mstep: Class 2 contains 31141 members 
Entering Unmasked Estep 
Score: -27198302.000000 Penalty: 6105.364258
	Iteration 38Q: 3 clusters Score -2.71983e+07 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194138 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -27199444.000000 Penalty: 6105.364258
	Iteration 39Q: 3 clusters Score -2.719944e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197498 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -27200458.000000 Penalty: 6105.364258
	Iteration 40F: 3 clusters Score -2.720046e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200687 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -27201326.000000 Penalty: 6105.364258
	Iteration 41Q: 3 clusters Score -2.720133e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203542 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -27202306.000000 Penalty: 6105.364258
	Iteration 42Q: 3 clusters Score -2.720231e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206069 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -27203146.000000 Penalty: 6105.364258
	Iteration 43Q: 3 clusters Score -2.720315e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208307 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -27203884.000000 Penalty: 6105.364258
	Iteration 44Q: 3 clusters Score -2.720388e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210217 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -27204448.000000 Penalty: 6105.364258
	Iteration 45Q: 3 clusters Score -2.720445e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211809 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -27204896.000000 Penalty: 6105.364258
	Iteration 46Q: 3 clusters Score -2.72049e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213157 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -27205260.000000 Penalty: 6105.364258
	Iteration 47Q: 3 clusters Score -2.720526e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214280 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -27205662.000000 Penalty: 6105.364258
	Iteration 48Q: 3 clusters Score -2.720566e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215222 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -27205988.000000 Penalty: 6105.364258
	Iteration 49Q: 3 clusters Score -2.720599e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215972 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -27206210.000000 Penalty: 6105.364258
	Iteration 50Q: 3 clusters Score -2.720621e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216588 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -27206372.000000 Penalty: 6105.364258
	Iteration 51Q: 3 clusters Score -2.720637e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217129 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -27206620.000000 Penalty: 6105.364258
	Iteration 52Q: 3 clusters Score -2.720662e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217569 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -27206768.000000 Penalty: 6105.364258
	Iteration 53Q: 3 clusters Score -2.720677e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217916 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -27206792.000000 Penalty: 6105.364258
	Iteration 54Q: 3 clusters Score -2.720679e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218189 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -27206890.000000 Penalty: 6105.364258
	Iteration 55Q: 3 clusters Score -2.720689e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218417 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -27206964.000000 Penalty: 6105.364258
	Iteration 56Q: 3 clusters Score -2.720696e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218578 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -27207036.000000 Penalty: 6105.364258
	Iteration 57Q: 3 clusters Score -2.720704e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218721 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -27207070.000000 Penalty: 6105.364258
	Iteration 58Q: 3 clusters Score -2.720707e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218830 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -27207102.000000 Penalty: 6105.364258
	Iteration 59Q: 3 clusters Score -2.72071e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218929 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -27207168.000000 Penalty: 6105.364258
	Iteration 60F: 3 clusters Score -2.720717e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219019 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -27207232.000000 Penalty: 6105.364258
	Iteration 61Q: 3 clusters Score -2.720723e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219102 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -27207262.000000 Penalty: 6105.364258
	Iteration 62Q: 3 clusters Score -2.720726e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219179 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -27207288.000000 Penalty: 6105.364258
	Iteration 63Q: 3 clusters Score -2.720729e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219245 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -27207304.000000 Penalty: 6105.364258
	Iteration 64Q: 3 clusters Score -2.72073e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219294 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -27207330.000000 Penalty: 6105.364258
	Iteration 65Q: 3 clusters Score -2.720733e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219343 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -27207346.000000 Penalty: 6105.364258
	Iteration 66Q: 3 clusters Score -2.720735e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219384 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -27207360.000000 Penalty: 6105.364258
	Iteration 67Q: 3 clusters Score -2.720736e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219420 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -27207334.000000 Penalty: 6105.364258
	Iteration 68Q: 3 clusters Score -2.720733e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219450 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -27207362.000000 Penalty: 6105.364258
	Iteration 69Q: 3 clusters Score -2.720736e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219478 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -27207368.000000 Penalty: 6105.364258
	Iteration 70Q: 3 clusters Score -2.720737e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219506 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -27207382.000000 Penalty: 6105.364258
	Iteration 71Q: 3 clusters Score -2.720738e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219540 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -27207410.000000 Penalty: 6105.364258
	Iteration 72Q: 3 clusters Score -2.720741e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219572 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -27207412.000000 Penalty: 6105.364258
	Iteration 73Q: 3 clusters Score -2.720741e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219598 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -27207420.000000 Penalty: 6105.364258
	Iteration 74Q: 3 clusters Score -2.720742e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219627 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -27207438.000000 Penalty: 6105.364258
	Iteration 75Q: 3 clusters Score -2.720744e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219655 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -27207446.000000 Penalty: 6105.364258
	Iteration 76Q: 3 clusters Score -2.720745e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219671 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -27207450.000000 Penalty: 6105.364258
	Iteration 77Q: 3 clusters Score -2.720745e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219679 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -27207442.000000 Penalty: 6105.364258
	Iteration 78Q: 3 clusters Score -2.720744e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219688 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -27207446.000000 Penalty: 6105.364258
	Iteration 79Q: 3 clusters Score -2.720745e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219704 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -27207462.000000 Penalty: 6105.364258
	Iteration 80F: 3 clusters Score -2.720746e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219728 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -27207436.000000 Penalty: 6105.364258
	Iteration 81Q: 3 clusters Score -2.720744e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219742 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -27207470.000000 Penalty: 6105.364258
	Iteration 82Q: 3 clusters Score -2.720747e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219753 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -27207478.000000 Penalty: 6105.364258
	Iteration 83Q: 3 clusters Score -2.720748e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219771 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -27207492.000000 Penalty: 6105.364258
	Iteration 84Q: 3 clusters Score -2.720749e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219788 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -27207478.000000 Penalty: 6105.364258
	Iteration 85Q: 3 clusters Score -2.720748e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219801 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -27207488.000000 Penalty: 6105.364258
	Iteration 86Q: 3 clusters Score -2.720749e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219810 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -27207512.000000 Penalty: 6105.364258
	Iteration 87Q: 3 clusters Score -2.720751e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219822 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -27207500.000000 Penalty: 6105.364258
	Iteration 88Q: 3 clusters Score -2.72075e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219837 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -27207508.000000 Penalty: 6105.364258
	Iteration 89Q: 3 clusters Score -2.720751e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219851 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -27207550.000000 Penalty: 6105.364258
	Iteration 90Q: 3 clusters Score -2.720755e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219856 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -27207528.000000 Penalty: 6105.364258
	Iteration 91Q: 3 clusters Score -2.720753e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219860 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -27207534.000000 Penalty: 6105.364258
	Iteration 92Q: 3 clusters Score -2.720753e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219865 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -27207524.000000 Penalty: 6105.364258
	Iteration 93Q: 3 clusters Score -2.720752e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219872 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -27207544.000000 Penalty: 6105.364258
	Iteration 94Q: 3 clusters Score -2.720754e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219877 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -27207550.000000 Penalty: 6105.364258
	Iteration 95Q: 3 clusters Score -2.720755e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219886 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -27207546.000000 Penalty: 6105.364258
	Iteration 96Q: 3 clusters Score -2.720755e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219902 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -27207554.000000 Penalty: 6105.364258
	Iteration 97Q: 3 clusters Score -2.720755e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219920 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -27207574.000000 Penalty: 6105.364258
	Iteration 98Q: 3 clusters Score -2.720757e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219929 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -27207556.000000 Penalty: 6105.364258
	Iteration 99Q: 3 clusters Score -2.720756e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219939 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -27207556.000000 Penalty: 6105.364258
	Iteration 100F: 3 clusters Score -2.720756e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219940 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -27207584.000000 Penalty: 6105.364258
	Iteration 101Q: 3 clusters Score -2.720758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219938 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -27207578.000000 Penalty: 6105.364258
	Iteration 102Q: 3 clusters Score -2.720758e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219939 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -27207580.000000 Penalty: 6105.364258
	Iteration 103Q: 3 clusters Score -2.720758e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219942 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -27207564.000000 Penalty: 6105.364258
	Iteration 104Q: 3 clusters Score -2.720756e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219948 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -27207580.000000 Penalty: 6105.364258
	Iteration 105Q: 3 clusters Score -2.720758e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219957 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -27207586.000000 Penalty: 6105.364258
	Iteration 106Q: 3 clusters Score -2.720759e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219960 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -27207580.000000 Penalty: 6105.364258
	Iteration 107Q: 3 clusters Score -2.720758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219964 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -27207598.000000 Penalty: 6105.364258
	Iteration 108Q: 3 clusters Score -2.72076e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219968 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -27207610.000000 Penalty: 6105.364258
	Iteration 109Q: 3 clusters Score -2.720761e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219972 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -27207608.000000 Penalty: 6105.364258
	Iteration 110Q: 3 clusters Score -2.720761e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219978 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -27207602.000000 Penalty: 6105.364258
	Iteration 111Q: 3 clusters Score -2.72076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219980 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -27207598.000000 Penalty: 6105.364258
	Iteration 112Q: 3 clusters Score -2.72076e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219985 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -27207594.000000 Penalty: 6105.364258
	Iteration 113Q: 3 clusters Score -2.720759e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219990 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -27207588.000000 Penalty: 6105.364258
	Iteration 114Q: 3 clusters Score -2.720759e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219992 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -27207582.000000 Penalty: 6105.364258
	Iteration 115Q: 3 clusters Score -2.720758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219992 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -27207582.000000 Penalty: 6105.364258
	Iteration 116Q: 3 clusters Score -2.720758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219993 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -27207594.000000 Penalty: 6105.364258
	Iteration 117Q: 3 clusters Score -2.720759e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219993 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -27207594.000000 Penalty: 6105.364258
	Iteration 118F: 3 clusters Score -2.720759e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (170667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170667 members 
Entering Unmasked Estep 
Score: -20655734.000000 Penalty: 2987.772461
	Iteration 0F: 2 clusters Score -2.065573e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85224 members 
Mstep: Class 2 contains 85443 members 
Entering Unmasked Estep 
Score: -20541922.000000 Penalty: 5975.544922
	Iteration 0F: 3 clusters Score -2.054192e+07 nChanged 81506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84866 members 
Mstep: Class 2 contains 85801 members 
Entering Unmasked Estep 
Score: -20588718.000000 Penalty: 5975.544922
	Iteration 1F: 3 clusters Score -2.058872e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84456 members 
Mstep: Class 2 contains 86211 members 
Entering Unmasked Estep 
Score: -20589578.000000 Penalty: 5975.544922
	Iteration 2Q: 3 clusters Score -2.058958e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83943 members 
Mstep: Class 2 contains 86724 members 
Entering Unmasked Estep 
Score: -20590454.000000 Penalty: 5975.544922
	Iteration 3Q: 3 clusters Score -2.059045e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83144 members 
Mstep: Class 2 contains 87523 members 
Entering Unmasked Estep 
Score: -20591450.000000 Penalty: 5975.544922
	Iteration 4Q: 3 clusters Score -2.059145e+07 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82056 members 
Mstep: Class 2 contains 88611 members 
Entering Unmasked Estep 
Score: -20592452.000000 Penalty: 5975.544922
	Iteration 5Q: 3 clusters Score -2.059245e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80559 members 
Mstep: Class 2 contains 90108 members 
Entering Unmasked Estep 
Score: -20593310.000000 Penalty: 5975.544922
	Iteration 6Q: 3 clusters Score -2.059331e+07 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78423 members 
Mstep: Class 2 contains 92244 members 
Entering Unmasked Estep 
Score: -20594660.000000 Penalty: 5975.544922
	Iteration 7Q: 3 clusters Score -2.059466e+07 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75238 members 
Mstep: Class 2 contains 95429 members 
Entering Unmasked Estep 
Score: -20596496.000000 Penalty: 5975.544922
	Iteration 8Q: 3 clusters Score -2.05965e+07 nChanged 6395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70651 members 
Mstep: Class 2 contains 100016 members 
Entering Unmasked Estep 
Score: -20599296.000000 Penalty: 5975.544922
	Iteration 9Q: 3 clusters Score -2.05993e+07 nChanged 7817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64014 members 
Mstep: Class 2 contains 106653 members 
Entering Unmasked Estep 
Score: -20603686.000000 Penalty: 5975.544922
	Iteration 10Q: 3 clusters Score -2.060369e+07 nChanged 9879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54919 members 
Mstep: Class 2 contains 115748 members 
Entering Unmasked Estep 
Score: -20610574.000000 Penalty: 5975.544922
	Iteration 11F: 3 clusters Score -2.061057e+07 nChanged 11302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44029 members 
Mstep: Class 2 contains 126638 members 
Entering Unmasked Estep 
Score: -20619474.000000 Penalty: 5975.544922
	Iteration 12F: 3 clusters Score -2.061947e+07 nChanged 11752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32457 members 
Mstep: Class 2 contains 138210 members 
Entering Unmasked Estep 
Score: -20629752.000000 Penalty: 5975.544922
	Iteration 13F: 3 clusters Score -2.062975e+07 nChanged 10338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 148450 members 
Entering Unmasked Estep 
Score: -20638980.000000 Penalty: 5975.544922
	Iteration 14F: 3 clusters Score -2.063898e+07 nChanged 7623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 155991 members 
Entering Unmasked Estep 
Score: -20645898.000000 Penalty: 5975.544922
	Iteration 15Q: 3 clusters Score -2.06459e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 160477 members 
Entering Unmasked Estep 
Score: -20649974.000000 Penalty: 5975.544922
	Iteration 16Q: 3 clusters Score -2.064997e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 162772 members 
Entering Unmasked Estep 
Score: -20652234.000000 Penalty: 5975.544922
	Iteration 17Q: 3 clusters Score -2.065223e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 163849 members 
Entering Unmasked Estep 
Score: -20653260.000000 Penalty: 5975.544922
	Iteration 18Q: 3 clusters Score -2.065326e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 164403 members 
Entering Unmasked Estep 
Score: -20653688.000000 Penalty: 5975.544922
	Iteration 19Q: 3 clusters Score -2.065369e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 164731 members 
Entering Unmasked Estep 
Score: -20654008.000000 Penalty: 5975.544922
	Iteration 20F: 3 clusters Score -2.065401e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 164947 members 
Entering Unmasked Estep 
Score: -20654166.000000 Penalty: 5975.544922
	Iteration 21Q: 3 clusters Score -2.065417e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 165103 members 
Entering Unmasked Estep 
Score: -20654324.000000 Penalty: 5975.544922
	Iteration 22Q: 3 clusters Score -2.065432e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 165193 members 
Entering Unmasked Estep 
Score: -20654382.000000 Penalty: 5975.544922
	Iteration 23Q: 3 clusters Score -2.065438e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 165253 members 
Entering Unmasked Estep 
Score: -20654448.000000 Penalty: 5975.544922
	Iteration 24Q: 3 clusters Score -2.065445e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 165285 members 
Entering Unmasked Estep 
Score: -20654504.000000 Penalty: 5975.544922
	Iteration 25Q: 3 clusters Score -2.06545e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 165344 members 
Entering Unmasked Estep 
Score: -20654538.000000 Penalty: 5975.544922
	Iteration 26Q: 3 clusters Score -2.065454e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 165384 members 
Entering Unmasked Estep 
Score: -20654558.000000 Penalty: 5975.544922
	Iteration 27Q: 3 clusters Score -2.065456e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 165414 members 
Entering Unmasked Estep 
Score: -20654572.000000 Penalty: 5975.544922
	Iteration 28Q: 3 clusters Score -2.065457e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 165447 members 
Entering Unmasked Estep 
Score: -20654594.000000 Penalty: 5975.544922
	Iteration 29Q: 3 clusters Score -2.065459e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 165462 members 
Entering Unmasked Estep 
Score: -20654590.000000 Penalty: 5975.544922
	Iteration 30Q: 3 clusters Score -2.065459e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 165487 members 
Entering Unmasked Estep 
Score: -20654606.000000 Penalty: 5975.544922
	Iteration 31Q: 3 clusters Score -2.065461e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 165506 members 
Entering Unmasked Estep 
Score: -20654614.000000 Penalty: 5975.544922
	Iteration 32Q: 3 clusters Score -2.065461e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 165521 members 
Entering Unmasked Estep 
Score: -20654600.000000 Penalty: 5975.544922
	Iteration 33Q: 3 clusters Score -2.06546e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 165534 members 
Entering Unmasked Estep 
Score: -20654576.000000 Penalty: 5975.544922
	Iteration 34Q: 3 clusters Score -2.065458e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 165553 members 
Entering Unmasked Estep 
Score: -20654586.000000 Penalty: 5975.544922
	Iteration 35Q: 3 clusters Score -2.065459e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 165577 members 
Entering Unmasked Estep 
Score: -20654598.000000 Penalty: 5975.544922
	Iteration 36Q: 3 clusters Score -2.06546e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 165599 members 
Entering Unmasked Estep 
Score: -20654598.000000 Penalty: 5975.544922
	Iteration 37Q: 3 clusters Score -2.06546e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 165604 members 
Entering Unmasked Estep 
Score: -20654622.000000 Penalty: 5975.544922
	Iteration 38Q: 3 clusters Score -2.065462e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 165617 members 
Entering Unmasked Estep 
Score: -20654642.000000 Penalty: 5975.544922
	Iteration 39Q: 3 clusters Score -2.065464e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 165622 members 
Entering Unmasked Estep 
Score: -20654610.000000 Penalty: 5975.544922
	Iteration 40F: 3 clusters Score -2.065461e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 165625 members 
Entering Unmasked Estep 
Score: -20654618.000000 Penalty: 5975.544922
	Iteration 41Q: 3 clusters Score -2.065462e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 165628 members 
Entering Unmasked Estep 
Score: -20654610.000000 Penalty: 5975.544922
	Iteration 42Q: 3 clusters Score -2.065461e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 165631 members 
Entering Unmasked Estep 
Score: -20654616.000000 Penalty: 5975.544922
	Iteration 43Q: 3 clusters Score -2.065462e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 165635 members 
Entering Unmasked Estep 
Score: -20654630.000000 Penalty: 5975.544922
	Iteration 44Q: 3 clusters Score -2.065463e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 165648 members 
Entering Unmasked Estep 
Score: -20654634.000000 Penalty: 5975.544922
	Iteration 45Q: 3 clusters Score -2.065463e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 165648 members 
Entering Unmasked Estep 
Score: -20654630.000000 Penalty: 5975.544922
	Iteration 46Q: 3 clusters Score -2.065463e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 165646 members 
Entering Unmasked Estep 
Score: -20654616.000000 Penalty: 5975.544922
	Iteration 47Q: 3 clusters Score -2.065462e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 165644 members 
Entering Unmasked Estep 
Score: -20654626.000000 Penalty: 5975.544922
	Iteration 48Q: 3 clusters Score -2.065463e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 165645 members 
Entering Unmasked Estep 
Score: -20654624.000000 Penalty: 5975.544922
	Iteration 49Q: 3 clusters Score -2.065462e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 165645 members 
Entering Unmasked Estep 
Score: -20654626.000000 Penalty: 5975.544922
	Iteration 50Q: 3 clusters Score -2.065463e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 165645 members 
Entering Unmasked Estep 
Score: -20654630.000000 Penalty: 5975.544922
	Iteration 51Q: 3 clusters Score -2.065463e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 165644 members 
Entering Unmasked Estep 
Score: -20654632.000000 Penalty: 5975.544922
	Iteration 52Q: 3 clusters Score -2.065463e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 165646 members 
Entering Unmasked Estep 
Score: -20654622.000000 Penalty: 5975.544922
	Iteration 53Q: 3 clusters Score -2.065462e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 165648 members 
Entering Unmasked Estep 
Score: -20654616.000000 Penalty: 5975.544922
	Iteration 54Q: 3 clusters Score -2.065462e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 165645 members 
Entering Unmasked Estep 
Score: -20654626.000000 Penalty: 5975.544922
	Iteration 55Q: 3 clusters Score -2.065463e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 165640 members 
Entering Unmasked Estep 
Score: -20654648.000000 Penalty: 5975.544922
	Iteration 56Q: 3 clusters Score -2.065465e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 165641 members 
Entering Unmasked Estep 
Score: -20654630.000000 Penalty: 5975.544922
	Iteration 57Q: 3 clusters Score -2.065463e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 165640 members 
Entering Unmasked Estep 
Score: -20654636.000000 Penalty: 5975.544922
	Iteration 58Q: 3 clusters Score -2.065464e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 165640 members 
Entering Unmasked Estep 
Score: -20654624.000000 Penalty: 5975.544922
	Iteration 59Q: 3 clusters Score -2.065462e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 165635 members 
Entering Unmasked Estep 
Score: -20654644.000000 Penalty: 5975.544922
	Iteration 60F: 3 clusters Score -2.065464e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 165632 members 
Entering Unmasked Estep 
Score: -20654640.000000 Penalty: 5975.544922
	Iteration 61Q: 3 clusters Score -2.065464e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 165634 members 
Entering Unmasked Estep 
Score: -20654644.000000 Penalty: 5975.544922
	Iteration 62Q: 3 clusters Score -2.065464e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 165637 members 
Entering Unmasked Estep 
Score: -20654628.000000 Penalty: 5975.544922
	Iteration 63Q: 3 clusters Score -2.065463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 165640 members 
Entering Unmasked Estep 
Score: -20654636.000000 Penalty: 5975.544922
	Iteration 64Q: 3 clusters Score -2.065464e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 165641 members 
Entering Unmasked Estep 
Score: -20654628.000000 Penalty: 5975.544922
	Iteration 65Q: 3 clusters Score -2.065463e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 165641 members 
Entering Unmasked Estep 
Score: -20654628.000000 Penalty: 5975.544922
	Iteration 66F: 3 clusters Score -2.065463e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (10321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Entering Unmasked Estep 
Score: -1203048.000000 Penalty: 2292.000000
	Iteration 0F: 2 clusters Score -1203048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1195206.875000 Penalty: 4584.000000
	Iteration 0F: 3 clusters Score -1195207 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1197705.500000 Penalty: 4584.000000
	Iteration 1F: 3 clusters Score -1197706 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1198285.500000 Penalty: 4584.000000
	Iteration 2F: 3 clusters Score -1198286 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1198913.250000 Penalty: 4584.000000
	Iteration 3F: 3 clusters Score -1198913 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1199617.625000 Penalty: 4584.000000
	Iteration 4F: 3 clusters Score -1199618 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1200297.250000 Penalty: 4584.000000
	Iteration 5F: 3 clusters Score -1200297 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1200799.500000 Penalty: 4584.000000
	Iteration 6F: 3 clusters Score -1200800 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1201161.375000 Penalty: 4584.000000
	Iteration 7Q: 3 clusters Score -1201161 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1201385.000000 Penalty: 4584.000000
	Iteration 8Q: 3 clusters Score -1201385 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1201490.750000 Penalty: 4584.000000
	Iteration 9Q: 3 clusters Score -1201491 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1201547.250000 Penalty: 4584.000000
	Iteration 10Q: 3 clusters Score -1201547 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1201583.625000 Penalty: 4584.000000
	Iteration 11Q: 3 clusters Score -1201584 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1201614.375000 Penalty: 4584.000000
	Iteration 12Q: 3 clusters Score -1201614 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1201640.375000 Penalty: 4584.000000
	Iteration 13Q: 3 clusters Score -1201640 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1201658.000000 Penalty: 4584.000000
	Iteration 14Q: 3 clusters Score -1201658 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1201664.500000 Penalty: 4584.000000
	Iteration 15Q: 3 clusters Score -1201664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1201669.250000 Penalty: 4584.000000
	Iteration 16Q: 3 clusters Score -1201669 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1201681.125000 Penalty: 4584.000000
	Iteration 17Q: 3 clusters Score -1201681 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1201683.625000 Penalty: 4584.000000
	Iteration 18Q: 3 clusters Score -1201684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1201684.250000 Penalty: 4584.000000
	Iteration 19Q: 3 clusters Score -1201684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1201684.875000 Penalty: 4584.000000
	Iteration 20F: 3 clusters Score -1201685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1201692.875000 Penalty: 4584.000000
	Iteration 21Q: 3 clusters Score -1201693 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1201701.625000 Penalty: 4584.000000
	Iteration 22Q: 3 clusters Score -1201702 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1201706.250000 Penalty: 4584.000000
	Iteration 23Q: 3 clusters Score -1201706 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1201715.875000 Penalty: 4584.000000
	Iteration 24Q: 3 clusters Score -1201716 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1201722.500000 Penalty: 4584.000000
	Iteration 25Q: 3 clusters Score -1201722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1201724.625000 Penalty: 4584.000000
	Iteration 26Q: 3 clusters Score -1201725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1201727.250000 Penalty: 4584.000000
	Iteration 27Q: 3 clusters Score -1201727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1201727.250000 Penalty: 4584.000000
	Iteration 28Q: 3 clusters Score -1201727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1201727.625000 Penalty: 4584.000000
	Iteration 29Q: 3 clusters Score -1201728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1201730.125000 Penalty: 4584.000000
	Iteration 30Q: 3 clusters Score -1201730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1201728.000000 Penalty: 4584.000000
	Iteration 31Q: 3 clusters Score -1201728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1201729.000000 Penalty: 4584.000000
	Iteration 32Q: 3 clusters Score -1201729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1201729.000000 Penalty: 4584.000000
	Iteration 33F: 3 clusters Score -1201729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Entering Unmasked Estep 
Score: -106787.960938 Penalty: 1723.802002
	Iteration 0F: 2 clusters Score -106788 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 505 members 
Entering Unmasked Estep 
Score: -104853.906250 Penalty: 3447.604004
	Iteration 0F: 3 clusters Score -104853.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -105278.718750 Penalty: 3447.604004
	Iteration 1F: 3 clusters Score -105278.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -105637.968750 Penalty: 3447.604004
	Iteration 2F: 3 clusters Score -105638 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -105962.828125 Penalty: 3447.604004
	Iteration 3F: 3 clusters Score -105962.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -106257.812500 Penalty: 3447.604004
	Iteration 4F: 3 clusters Score -106257.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -106544.226562 Penalty: 3447.604004
	Iteration 5F: 3 clusters Score -106544.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -106713.117188 Penalty: 3447.604004
	Iteration 6Q: 3 clusters Score -106713.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -106908.890625 Penalty: 3447.604004
	Iteration 7Q: 3 clusters Score -106908.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -107119.484375 Penalty: 3447.604004
	Iteration 8Q: 3 clusters Score -107119.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -107159.640625 Penalty: 3447.604004
	Iteration 9Q: 3 clusters Score -107159.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -107168.453125 Penalty: 3447.604004
	Iteration 10Q: 3 clusters Score -107168.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -107179.750000 Penalty: 3447.604004
	Iteration 11Q: 3 clusters Score -107179.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -107189.351562 Penalty: 3447.604004
	Iteration 12Q: 3 clusters Score -107189.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -107204.023438 Penalty: 3447.604004
	Iteration 13Q: 3 clusters Score -107204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -107231.578125 Penalty: 3447.604004
	Iteration 14Q: 3 clusters Score -107231.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -107260.664062 Penalty: 3447.604004
	Iteration 15Q: 3 clusters Score -107260.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -107270.320312 Penalty: 3447.604004
	Iteration 16Q: 3 clusters Score -107270.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -107274.617188 Penalty: 3447.604004
	Iteration 17Q: 3 clusters Score -107274.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -107275.656250 Penalty: 3447.604004
	Iteration 18F: 3 clusters Score -107275.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -107279.226562 Penalty: 3447.604004
	Iteration 19Q: 3 clusters Score -107279.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -107280.937500 Penalty: 3447.604004
	Iteration 20F: 3 clusters Score -107280.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58545 members 
Mstep: Class 2 contains 156440 members 
Mstep: Class 3 contains 7360 members 
Mstep: Class 4 contains 179869 members 
Mstep: Class 5 contains 11193 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31654 members 
Mstep: Class 8 contains 25948 members 
Mstep: Class 9 contains 187942 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38381 members 
Mstep: Class 12 contains 8773 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 8057 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10542 members 
Mstep: Class 17 contains 69901 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12389 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276831 members 
Mstep: Class 22 contains 41065 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283160 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21605 members 
Mstep: Class 27 contains 16670 members 
Mstep: Class 28 contains 11333 members 
Mstep: Class 29 contains 6345 members 
Mstep: Class 30 contains 38251 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 221727 members 
Mstep: Class 35 contains 170667 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 722 members 
Mstep: Class 38 contains 10943 members 
Mstep: Class 39 contains 322 members 
Entering Unmasked Estep 
Score: -235410480.000000 Penalty: 140280.062500
Splitting cluster 37 changes total score from -235412688.000000 to -235410480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (10943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Entering Unmasked Estep 
Score: -1259432.500000 Penalty: 2306.512939
	Iteration 0F: 2 clusters Score -1259432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1251146.000000 Penalty: 4613.025879
	Iteration 0F: 3 clusters Score -1251146 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1253808.625000 Penalty: 4613.025879
	Iteration 1F: 3 clusters Score -1253809 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1254202.250000 Penalty: 4613.025879
	Iteration 2F: 3 clusters Score -1254202 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1254566.625000 Penalty: 4613.025879
	Iteration 3F: 3 clusters Score -1254567 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1254949.250000 Penalty: 4613.025879
	Iteration 4F: 3 clusters Score -1254949 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1255357.000000 Penalty: 4613.025879
	Iteration 5F: 3 clusters Score -1255357 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1255804.125000 Penalty: 4613.025879
	Iteration 6F: 3 clusters Score -1255804 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1256241.375000 Penalty: 4613.025879
	Iteration 7F: 3 clusters Score -1256241 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1256679.875000 Penalty: 4613.025879
	Iteration 8F: 3 clusters Score -1256680 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1257050.125000 Penalty: 4613.025879
	Iteration 9F: 3 clusters Score -1257050 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1257324.250000 Penalty: 4613.025879
	Iteration 10Q: 3 clusters Score -1257324 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1257542.250000 Penalty: 4613.025879
	Iteration 11Q: 3 clusters Score -1257542 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1257731.750000 Penalty: 4613.025879
	Iteration 12Q: 3 clusters Score -1257732 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1257876.750000 Penalty: 4613.025879
	Iteration 13Q: 3 clusters Score -1257877 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1257993.500000 Penalty: 4613.025879
	Iteration 14Q: 3 clusters Score -1257994 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1258069.750000 Penalty: 4613.025879
	Iteration 15Q: 3 clusters Score -1258070 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1258121.875000 Penalty: 4613.025879
	Iteration 16Q: 3 clusters Score -1258122 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1258164.250000 Penalty: 4613.025879
	Iteration 17Q: 3 clusters Score -1258164 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1258189.250000 Penalty: 4613.025879
	Iteration 18Q: 3 clusters Score -1258189 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1258206.625000 Penalty: 4613.025879
	Iteration 19Q: 3 clusters Score -1258207 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1258222.125000 Penalty: 4613.025879
	Iteration 20F: 3 clusters Score -1258222 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1258234.250000 Penalty: 4613.025879
	Iteration 21Q: 3 clusters Score -1258234 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1258248.750000 Penalty: 4613.025879
	Iteration 22Q: 3 clusters Score -1258249 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1258263.000000 Penalty: 4613.025879
	Iteration 23Q: 3 clusters Score -1258263 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1258276.625000 Penalty: 4613.025879
	Iteration 24Q: 3 clusters Score -1258277 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1258290.000000 Penalty: 4613.025879
	Iteration 25Q: 3 clusters Score -1258290 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1258299.250000 Penalty: 4613.025879
	Iteration 26Q: 3 clusters Score -1258299 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1258310.500000 Penalty: 4613.025879
	Iteration 27Q: 3 clusters Score -1258310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1258318.750000 Penalty: 4613.025879
	Iteration 28Q: 3 clusters Score -1258319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1258329.875000 Penalty: 4613.025879
	Iteration 29Q: 3 clusters Score -1258330 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1258346.250000 Penalty: 4613.025879
	Iteration 30Q: 3 clusters Score -1258346 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1258367.875000 Penalty: 4613.025879
	Iteration 31Q: 3 clusters Score -1258368 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1258387.625000 Penalty: 4613.025879
	Iteration 32Q: 3 clusters Score -1258388 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1258411.000000 Penalty: 4613.025879
	Iteration 33Q: 3 clusters Score -1258411 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1258433.750000 Penalty: 4613.025879
	Iteration 34Q: 3 clusters Score -1258434 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1258467.875000 Penalty: 4613.025879
	Iteration 35Q: 3 clusters Score -1258468 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1258503.500000 Penalty: 4613.025879
	Iteration 36Q: 3 clusters Score -1258504 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1258529.125000 Penalty: 4613.025879
	Iteration 37Q: 3 clusters Score -1258529 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1258549.625000 Penalty: 4613.025879
	Iteration 38Q: 3 clusters Score -1258550 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1258562.250000 Penalty: 4613.025879
	Iteration 39Q: 3 clusters Score -1258562 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1258579.500000 Penalty: 4613.025879
	Iteration 40F: 3 clusters Score -1258580 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1258590.625000 Penalty: 4613.025879
	Iteration 41Q: 3 clusters Score -1258591 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1258599.875000 Penalty: 4613.025879
	Iteration 42Q: 3 clusters Score -1258600 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1258609.875000 Penalty: 4613.025879
	Iteration 43Q: 3 clusters Score -1258610 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1258612.500000 Penalty: 4613.025879
	Iteration 44Q: 3 clusters Score -1258612 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1258617.875000 Penalty: 4613.025879
	Iteration 45Q: 3 clusters Score -1258618 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1258625.625000 Penalty: 4613.025879
	Iteration 46Q: 3 clusters Score -1258626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1258629.125000 Penalty: 4613.025879
	Iteration 47Q: 3 clusters Score -1258629 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1258638.750000 Penalty: 4613.025879
	Iteration 48Q: 3 clusters Score -1258639 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1258648.750000 Penalty: 4613.025879
	Iteration 49Q: 3 clusters Score -1258649 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1258659.750000 Penalty: 4613.025879
	Iteration 50Q: 3 clusters Score -1258660 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1258665.000000 Penalty: 4613.025879
	Iteration 51Q: 3 clusters Score -1258665 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1258669.500000 Penalty: 4613.025879
	Iteration 52Q: 3 clusters Score -1258670 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1258676.875000 Penalty: 4613.025879
	Iteration 53Q: 3 clusters Score -1258677 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1258680.000000 Penalty: 4613.025879
	Iteration 54Q: 3 clusters Score -1258680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1258686.000000 Penalty: 4613.025879
	Iteration 55Q: 3 clusters Score -1258686 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1258698.500000 Penalty: 4613.025879
	Iteration 56Q: 3 clusters Score -1258698 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1258705.125000 Penalty: 4613.025879
	Iteration 57Q: 3 clusters Score -1258705 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1258714.250000 Penalty: 4613.025879
	Iteration 58Q: 3 clusters Score -1258714 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1258722.875000 Penalty: 4613.025879
	Iteration 59Q: 3 clusters Score -1258723 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1258731.750000 Penalty: 4613.025879
	Iteration 60F: 3 clusters Score -1258732 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1258742.750000 Penalty: 4613.025879
	Iteration 61Q: 3 clusters Score -1258743 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1258753.125000 Penalty: 4613.025879
	Iteration 62Q: 3 clusters Score -1258753 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1258761.375000 Penalty: 4613.025879
	Iteration 63Q: 3 clusters Score -1258761 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1258770.375000 Penalty: 4613.025879
	Iteration 64Q: 3 clusters Score -1258770 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1258778.250000 Penalty: 4613.025879
	Iteration 65Q: 3 clusters Score -1258778 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1258787.250000 Penalty: 4613.025879
	Iteration 66Q: 3 clusters Score -1258787 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1258797.500000 Penalty: 4613.025879
	Iteration 67Q: 3 clusters Score -1258798 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1258809.000000 Penalty: 4613.025879
	Iteration 68Q: 3 clusters Score -1258809 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1258817.625000 Penalty: 4613.025879
	Iteration 69Q: 3 clusters Score -1258818 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1258823.625000 Penalty: 4613.025879
	Iteration 70Q: 3 clusters Score -1258824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1258824.500000 Penalty: 4613.025879
	Iteration 71Q: 3 clusters Score -1258824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1258826.250000 Penalty: 4613.025879
	Iteration 72Q: 3 clusters Score -1258826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1258829.750000 Penalty: 4613.025879
	Iteration 73Q: 3 clusters Score -1258830 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1258831.500000 Penalty: 4613.025879
	Iteration 74Q: 3 clusters Score -1258832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1258834.625000 Penalty: 4613.025879
	Iteration 75Q: 3 clusters Score -1258835 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1258835.875000 Penalty: 4613.025879
	Iteration 76Q: 3 clusters Score -1258836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1258844.125000 Penalty: 4613.025879
	Iteration 77Q: 3 clusters Score -1258844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1258847.125000 Penalty: 4613.025879
	Iteration 78Q: 3 clusters Score -1258847 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1258850.250000 Penalty: 4613.025879
	Iteration 79Q: 3 clusters Score -1258850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1258851.000000 Penalty: 4613.025879
	Iteration 80F: 3 clusters Score -1258851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1258849.750000 Penalty: 4613.025879
	Iteration 81Q: 3 clusters Score -1258850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1258848.375000 Penalty: 4613.025879
	Iteration 82Q: 3 clusters Score -1258848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1258849.750000 Penalty: 4613.025879
	Iteration 83Q: 3 clusters Score -1258850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1258853.125000 Penalty: 4613.025879
	Iteration 84Q: 3 clusters Score -1258853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1258852.250000 Penalty: 4613.025879
	Iteration 85Q: 3 clusters Score -1258852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1258853.750000 Penalty: 4613.025879
	Iteration 86Q: 3 clusters Score -1258854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1258853.125000 Penalty: 4613.025879
	Iteration 87Q: 3 clusters Score -1258853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1258853.875000 Penalty: 4613.025879
	Iteration 88Q: 3 clusters Score -1258854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1258854.125000 Penalty: 4613.025879
	Iteration 89Q: 3 clusters Score -1258854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1258854.125000 Penalty: 4613.025879
	Iteration 90F: 3 clusters Score -1258854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58545 members 
Mstep: Class 2 contains 156440 members 
Mstep: Class 3 contains 7360 members 
Mstep: Class 4 contains 179869 members 
Mstep: Class 5 contains 11193 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31654 members 
Mstep: Class 8 contains 25948 members 
Mstep: Class 9 contains 187942 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38381 members 
Mstep: Class 12 contains 8773 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 8057 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10542 members 
Mstep: Class 17 contains 69901 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12389 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276831 members 
Mstep: Class 22 contains 41065 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283160 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21605 members 
Mstep: Class 27 contains 16670 members 
Mstep: Class 28 contains 11333 members 
Mstep: Class 29 contains 6345 members 
Mstep: Class 30 contains 38251 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 221727 members 
Mstep: Class 35 contains 170667 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412672.000000 Penalty: 136683.125000
Iteration 399Q: 39 clusters Score -2.354127e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58543 members 
Mstep: Class 2 contains 156440 members 
Mstep: Class 3 contains 7360 members 
Mstep: Class 4 contains 179869 members 
Mstep: Class 5 contains 11193 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31653 members 
Mstep: Class 8 contains 25948 members 
Mstep: Class 9 contains 187944 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38379 members 
Mstep: Class 12 contains 8773 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 8057 members 
Mstep: Class 15 contains 8428 members 
Mstep: Class 16 contains 10545 members 
Mstep: Class 17 contains 69901 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12389 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276831 members 
Mstep: Class 22 contains 41065 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283162 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21605 members 
Mstep: Class 27 contains 16670 members 
Mstep: Class 28 contains 11333 members 
Mstep: Class 29 contains 6345 members 
Mstep: Class 30 contains 38250 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 221727 members 
Mstep: Class 35 contains 170665 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412640.000000 Penalty: 136683.125000
Iteration 400F: 39 clusters Score -2.354126e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58543 members 
Mstep: Class 2 contains 156440 members 
Mstep: Class 3 contains 7360 members 
Mstep: Class 4 contains 179871 members 
Mstep: Class 5 contains 11193 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31653 members 
Mstep: Class 8 contains 25948 members 
Mstep: Class 9 contains 187945 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38374 members 
Mstep: Class 12 contains 8773 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 8057 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10546 members 
Mstep: Class 17 contains 69901 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12389 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276832 members 
Mstep: Class 22 contains 41065 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283162 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21605 members 
Mstep: Class 27 contains 16670 members 
Mstep: Class 28 contains 11333 members 
Mstep: Class 29 contains 6346 members 
Mstep: Class 30 contains 38250 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8102 members 
Mstep: Class 34 contains 221729 members 
Mstep: Class 35 contains 170664 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412624.000000 Penalty: 136683.125000
Iteration 401Q: 39 clusters Score -2.354126e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58543 members 
Mstep: Class 2 contains 156440 members 
Mstep: Class 3 contains 7360 members 
Mstep: Class 4 contains 179872 members 
Mstep: Class 5 contains 11193 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31653 members 
Mstep: Class 8 contains 25949 members 
Mstep: Class 9 contains 187946 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38374 members 
Mstep: Class 12 contains 8773 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 8057 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10548 members 
Mstep: Class 17 contains 69901 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12389 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276833 members 
Mstep: Class 22 contains 41065 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283162 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21605 members 
Mstep: Class 27 contains 16670 members 
Mstep: Class 28 contains 11333 members 
Mstep: Class 29 contains 6346 members 
Mstep: Class 30 contains 38247 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8102 members 
Mstep: Class 34 contains 221727 members 
Mstep: Class 35 contains 170663 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412656.000000 Penalty: 136683.125000
Iteration 402Q: 39 clusters Score -2.354127e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58543 members 
Mstep: Class 2 contains 156440 members 
Mstep: Class 3 contains 7361 members 
Mstep: Class 4 contains 179872 members 
Mstep: Class 5 contains 11193 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31653 members 
Mstep: Class 8 contains 25949 members 
Mstep: Class 9 contains 187945 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38371 members 
Mstep: Class 12 contains 8773 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 8057 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10549 members 
Mstep: Class 17 contains 69901 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12389 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276836 members 
Mstep: Class 22 contains 41065 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283163 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21605 members 
Mstep: Class 27 contains 16669 members 
Mstep: Class 28 contains 11333 members 
Mstep: Class 29 contains 6346 members 
Mstep: Class 30 contains 38247 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8102 members 
Mstep: Class 34 contains 221726 members 
Mstep: Class 35 contains 170663 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412816.000000 Penalty: 136683.125000
Iteration 403Q: 39 clusters Score -2.354128e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58542 members 
Mstep: Class 2 contains 156440 members 
Mstep: Class 3 contains 7362 members 
Mstep: Class 4 contains 179874 members 
Mstep: Class 5 contains 11193 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31653 members 
Mstep: Class 8 contains 25949 members 
Mstep: Class 9 contains 187942 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38370 members 
Mstep: Class 12 contains 8773 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 8057 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10550 members 
Mstep: Class 17 contains 69901 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12389 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276837 members 
Mstep: Class 22 contains 41065 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283165 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21605 members 
Mstep: Class 27 contains 16667 members 
Mstep: Class 28 contains 11333 members 
Mstep: Class 29 contains 6346 members 
Mstep: Class 30 contains 38250 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8102 members 
Mstep: Class 34 contains 221724 members 
Mstep: Class 35 contains 170662 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412720.000000 Penalty: 136683.125000
Iteration 404Q: 39 clusters Score -2.354127e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58538 members 
Mstep: Class 2 contains 156440 members 
Mstep: Class 3 contains 7362 members 
Mstep: Class 4 contains 179873 members 
Mstep: Class 5 contains 11193 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31655 members 
Mstep: Class 8 contains 25950 members 
Mstep: Class 9 contains 187942 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38371 members 
Mstep: Class 12 contains 8773 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 8057 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10550 members 
Mstep: Class 17 contains 69899 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12389 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276838 members 
Mstep: Class 22 contains 41064 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283166 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21605 members 
Mstep: Class 27 contains 16666 members 
Mstep: Class 28 contains 11333 members 
Mstep: Class 29 contains 6346 members 
Mstep: Class 30 contains 38251 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8102 members 
Mstep: Class 34 contains 221726 members 
Mstep: Class 35 contains 170662 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412720.000000 Penalty: 136683.125000
Iteration 405Q: 39 clusters Score -2.354127e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58538 members 
Mstep: Class 2 contains 156440 members 
Mstep: Class 3 contains 7362 members 
Mstep: Class 4 contains 179872 members 
Mstep: Class 5 contains 11193 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31654 members 
Mstep: Class 8 contains 25952 members 
Mstep: Class 9 contains 187943 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38371 members 
Mstep: Class 12 contains 8773 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 8057 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10548 members 
Mstep: Class 17 contains 69898 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12389 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276836 members 
Mstep: Class 22 contains 41064 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283169 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21605 members 
Mstep: Class 27 contains 16668 members 
Mstep: Class 28 contains 11333 members 
Mstep: Class 29 contains 6346 members 
Mstep: Class 30 contains 38250 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8102 members 
Mstep: Class 34 contains 221725 members 
Mstep: Class 35 contains 170663 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412800.000000 Penalty: 136683.125000
Iteration 406Q: 39 clusters Score -2.354128e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58537 members 
Mstep: Class 2 contains 156440 members 
Mstep: Class 3 contains 7362 members 
Mstep: Class 4 contains 179872 members 
Mstep: Class 5 contains 11193 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31650 members 
Mstep: Class 8 contains 25953 members 
Mstep: Class 9 contains 187943 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38371 members 
Mstep: Class 12 contains 8773 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 8057 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10548 members 
Mstep: Class 17 contains 69897 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12389 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276836 members 
Mstep: Class 22 contains 41064 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283174 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21605 members 
Mstep: Class 27 contains 16668 members 
Mstep: Class 28 contains 11333 members 
Mstep: Class 29 contains 6346 members 
Mstep: Class 30 contains 38250 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8102 members 
Mstep: Class 34 contains 221726 members 
Mstep: Class 35 contains 170662 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412752.000000 Penalty: 136683.125000
Iteration 407Q: 39 clusters Score -2.354128e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58535 members 
Mstep: Class 2 contains 156440 members 
Mstep: Class 3 contains 7362 members 
Mstep: Class 4 contains 179871 members 
Mstep: Class 5 contains 11193 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31651 members 
Mstep: Class 8 contains 25953 members 
Mstep: Class 9 contains 187945 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38371 members 
Mstep: Class 12 contains 8773 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 8057 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10548 members 
Mstep: Class 17 contains 69896 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12389 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276835 members 
Mstep: Class 22 contains 41064 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283176 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21605 members 
Mstep: Class 27 contains 16668 members 
Mstep: Class 28 contains 11333 members 
Mstep: Class 29 contains 6346 members 
Mstep: Class 30 contains 38250 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8102 members 
Mstep: Class 34 contains 221727 members 
Mstep: Class 35 contains 170661 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412848.000000 Penalty: 136683.125000
Iteration 408Q: 39 clusters Score -2.354128e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58534 members 
Mstep: Class 2 contains 156440 members 
Mstep: Class 3 contains 7362 members 
Mstep: Class 4 contains 179871 members 
Mstep: Class 5 contains 11193 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31651 members 
Mstep: Class 8 contains 25953 members 
Mstep: Class 9 contains 187944 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38371 members 
Mstep: Class 12 contains 8773 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 8057 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10548 members 
Mstep: Class 17 contains 69895 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12389 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276834 members 
Mstep: Class 22 contains 41064 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283180 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21605 members 
Mstep: Class 27 contains 16668 members 
Mstep: Class 28 contains 11333 members 
Mstep: Class 29 contains 6346 members 
Mstep: Class 30 contains 38250 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8102 members 
Mstep: Class 34 contains 221728 members 
Mstep: Class 35 contains 170660 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412848.000000 Penalty: 136683.125000
Iteration 409Q: 39 clusters Score -2.354128e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58534 members 
Mstep: Class 2 contains 156440 members 
Mstep: Class 3 contains 7362 members 
Mstep: Class 4 contains 179871 members 
Mstep: Class 5 contains 11193 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31650 members 
Mstep: Class 8 contains 25953 members 
Mstep: Class 9 contains 187944 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38371 members 
Mstep: Class 12 contains 8773 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 8057 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10548 members 
Mstep: Class 17 contains 69894 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12389 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276835 members 
Mstep: Class 22 contains 41065 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283183 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21605 members 
Mstep: Class 27 contains 16668 members 
Mstep: Class 28 contains 11333 members 
Mstep: Class 29 contains 6346 members 
Mstep: Class 30 contains 38250 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8102 members 
Mstep: Class 34 contains 221725 members 
Mstep: Class 35 contains 170660 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412928.000000 Penalty: 136683.125000
Iteration 410Q: 39 clusters Score -2.354129e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58533 members 
Mstep: Class 2 contains 156440 members 
Mstep: Class 3 contains 7362 members 
Mstep: Class 4 contains 179871 members 
Mstep: Class 5 contains 11193 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31649 members 
Mstep: Class 8 contains 25953 members 
Mstep: Class 9 contains 187944 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38371 members 
Mstep: Class 12 contains 8773 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 8057 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10548 members 
Mstep: Class 17 contains 69894 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12389 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276835 members 
Mstep: Class 22 contains 41065 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283185 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21605 members 
Mstep: Class 27 contains 16668 members 
Mstep: Class 28 contains 11333 members 
Mstep: Class 29 contains 6346 members 
Mstep: Class 30 contains 38250 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8102 members 
Mstep: Class 34 contains 221725 members 
Mstep: Class 35 contains 170660 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412896.000000 Penalty: 136683.125000
Iteration 411Q: 39 clusters Score -2.354129e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58533 members 
Mstep: Class 2 contains 156440 members 
Mstep: Class 3 contains 7362 members 
Mstep: Class 4 contains 179871 members 
Mstep: Class 5 contains 11193 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31648 members 
Mstep: Class 8 contains 25953 members 
Mstep: Class 9 contains 187944 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38371 members 
Mstep: Class 12 contains 8773 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 8057 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10548 members 
Mstep: Class 17 contains 69894 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12389 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276835 members 
Mstep: Class 22 contains 41065 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283186 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21605 members 
Mstep: Class 27 contains 16668 members 
Mstep: Class 28 contains 11333 members 
Mstep: Class 29 contains 6346 members 
Mstep: Class 30 contains 38250 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8102 members 
Mstep: Class 34 contains 221725 members 
Mstep: Class 35 contains 170660 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412912.000000 Penalty: 136683.125000
Iteration 412Q: 39 clusters Score -2.354129e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58533 members 
Mstep: Class 2 contains 156440 members 
Mstep: Class 3 contains 7362 members 
Mstep: Class 4 contains 179871 members 
Mstep: Class 5 contains 11193 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31646 members 
Mstep: Class 8 contains 25953 members 
Mstep: Class 9 contains 187944 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38371 members 
Mstep: Class 12 contains 8773 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 8057 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10548 members 
Mstep: Class 17 contains 69894 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12389 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276835 members 
Mstep: Class 22 contains 41065 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283188 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21605 members 
Mstep: Class 27 contains 16668 members 
Mstep: Class 28 contains 11333 members 
Mstep: Class 29 contains 6346 members 
Mstep: Class 30 contains 38250 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8102 members 
Mstep: Class 34 contains 221725 members 
Mstep: Class 35 contains 170660 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412912.000000 Penalty: 136683.125000
Iteration 413Q: 39 clusters Score -2.354129e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58533 members 
Mstep: Class 2 contains 156440 members 
Mstep: Class 3 contains 7362 members 
Mstep: Class 4 contains 179871 members 
Mstep: Class 5 contains 11193 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31644 members 
Mstep: Class 8 contains 25953 members 
Mstep: Class 9 contains 187944 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38371 members 
Mstep: Class 12 contains 8773 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 8057 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10548 members 
Mstep: Class 17 contains 69894 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12389 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276835 members 
Mstep: Class 22 contains 41065 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283190 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21605 members 
Mstep: Class 27 contains 16668 members 
Mstep: Class 28 contains 11333 members 
Mstep: Class 29 contains 6346 members 
Mstep: Class 30 contains 38250 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8102 members 
Mstep: Class 34 contains 221725 members 
Mstep: Class 35 contains 170660 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412912.000000 Penalty: 136683.125000
Iteration 414Q: 39 clusters Score -2.354129e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58533 members 
Mstep: Class 2 contains 156440 members 
Mstep: Class 3 contains 7362 members 
Mstep: Class 4 contains 179871 members 
Mstep: Class 5 contains 11193 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31641 members 
Mstep: Class 8 contains 25953 members 
Mstep: Class 9 contains 187944 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38371 members 
Mstep: Class 12 contains 8773 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 8057 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10548 members 
Mstep: Class 17 contains 69895 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12389 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276834 members 
Mstep: Class 22 contains 41065 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283193 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21605 members 
Mstep: Class 27 contains 16668 members 
Mstep: Class 28 contains 11333 members 
Mstep: Class 29 contains 6346 members 
Mstep: Class 30 contains 38250 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8102 members 
Mstep: Class 34 contains 221725 members 
Mstep: Class 35 contains 170660 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412912.000000 Penalty: 136683.125000
Iteration 415Q: 39 clusters Score -2.354129e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58533 members 
Mstep: Class 2 contains 156440 members 
Mstep: Class 3 contains 7362 members 
Mstep: Class 4 contains 179871 members 
Mstep: Class 5 contains 11193 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31639 members 
Mstep: Class 8 contains 25953 members 
Mstep: Class 9 contains 187943 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38371 members 
Mstep: Class 12 contains 8773 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 8057 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10548 members 
Mstep: Class 17 contains 69895 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12389 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276834 members 
Mstep: Class 22 contains 41065 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283196 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21605 members 
Mstep: Class 27 contains 16668 members 
Mstep: Class 28 contains 11333 members 
Mstep: Class 29 contains 6346 members 
Mstep: Class 30 contains 38250 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8102 members 
Mstep: Class 34 contains 221725 members 
Mstep: Class 35 contains 170660 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412880.000000 Penalty: 136683.125000
Iteration 416Q: 39 clusters Score -2.354129e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58533 members 
Mstep: Class 2 contains 156440 members 
Mstep: Class 3 contains 7362 members 
Mstep: Class 4 contains 179871 members 
Mstep: Class 5 contains 11193 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31636 members 
Mstep: Class 8 contains 25953 members 
Mstep: Class 9 contains 187944 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38371 members 
Mstep: Class 12 contains 8773 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 8057 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10548 members 
Mstep: Class 17 contains 69895 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12389 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276834 members 
Mstep: Class 22 contains 41065 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283198 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21605 members 
Mstep: Class 27 contains 16668 members 
Mstep: Class 28 contains 11333 members 
Mstep: Class 29 contains 6346 members 
Mstep: Class 30 contains 38250 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8102 members 
Mstep: Class 34 contains 221725 members 
Mstep: Class 35 contains 170660 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412880.000000 Penalty: 136683.125000
Iteration 417Q: 39 clusters Score -2.354129e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58533 members 
Mstep: Class 2 contains 156440 members 
Mstep: Class 3 contains 7362 members 
Mstep: Class 4 contains 179871 members 
Mstep: Class 5 contains 11193 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31634 members 
Mstep: Class 8 contains 25953 members 
Mstep: Class 9 contains 187944 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38371 members 
Mstep: Class 12 contains 8773 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 8057 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10548 members 
Mstep: Class 17 contains 69895 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12389 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276834 members 
Mstep: Class 22 contains 41065 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283200 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21605 members 
Mstep: Class 27 contains 16668 members 
Mstep: Class 28 contains 11333 members 
Mstep: Class 29 contains 6346 members 
Mstep: Class 30 contains 38250 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8102 members 
Mstep: Class 34 contains 221725 members 
Mstep: Class 35 contains 170660 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412896.000000 Penalty: 136683.125000
Iteration 418Q: 39 clusters Score -2.354129e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58533 members 
Mstep: Class 2 contains 156440 members 
Mstep: Class 3 contains 7362 members 
Mstep: Class 4 contains 179871 members 
Mstep: Class 5 contains 11193 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31634 members 
Mstep: Class 8 contains 25953 members 
Mstep: Class 9 contains 187944 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38371 members 
Mstep: Class 12 contains 8773 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 8057 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10548 members 
Mstep: Class 17 contains 69895 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12389 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276834 members 
Mstep: Class 22 contains 41065 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283200 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21605 members 
Mstep: Class 27 contains 16668 members 
Mstep: Class 28 contains 11333 members 
Mstep: Class 29 contains 6346 members 
Mstep: Class 30 contains 38250 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8102 members 
Mstep: Class 34 contains 221725 members 
Mstep: Class 35 contains 170660 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235412896.000000 Penalty: 136683.125000
Iteration 419F: 39 clusters Score -2.354129e+08 nChanged 0
Entering ConstructFrom: 
Score: -235412896.000000 Penalty: 136683.125000
Entering ConstructFrom: 
Trying to split cluster 1 (58533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58533 members 
Entering Unmasked Estep 
Score: -7140509.000000 Penalty: 2722.381836
	Iteration 0F: 2 clusters Score -7140509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29201 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -7101101.500000 Penalty: 5444.763672
	Iteration 0F: 3 clusters Score -7101102 nChanged 27305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
Score: -7116654.500000 Penalty: 5444.763672
	Iteration 1F: 3 clusters Score -7116654 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 30490 members 
Entering Unmasked Estep 
Score: -7117229.500000 Penalty: 5444.763672
	Iteration 2Q: 3 clusters Score -7117230 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -7117887.000000 Penalty: 5444.763672
	Iteration 3Q: 3 clusters Score -7117887 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 32049 members 
Entering Unmasked Estep 
Score: -7118700.000000 Penalty: 5444.763672
	Iteration 4Q: 3 clusters Score -7118700 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -7119611.500000 Penalty: 5444.763672
	Iteration 5Q: 3 clusters Score -7119612 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 35545 members 
Entering Unmasked Estep 
Score: -7120960.000000 Penalty: 5444.763672
	Iteration 6Q: 3 clusters Score -7120960 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 38483 members 
Entering Unmasked Estep 
Score: -7122954.000000 Penalty: 5444.763672
	Iteration 7F: 3 clusters Score -7122954 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 42366 members 
Entering Unmasked Estep 
Score: -7126202.500000 Penalty: 5444.763672
	Iteration 8F: 3 clusters Score -7126202 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 46619 members 
Entering Unmasked Estep 
Score: -7130157.000000 Penalty: 5444.763672
	Iteration 9F: 3 clusters Score -7130157 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 50128 members 
Entering Unmasked Estep 
Score: -7133620.500000 Penalty: 5444.763672
	Iteration 10F: 3 clusters Score -7133620 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 52416 members 
Entering Unmasked Estep 
Score: -7135949.000000 Penalty: 5444.763672
	Iteration 11Q: 3 clusters Score -7135949 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 53782 members 
Entering Unmasked Estep 
Score: -7137302.500000 Penalty: 5444.763672
	Iteration 12Q: 3 clusters Score -7137302 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 54562 members 
Entering Unmasked Estep 
Score: -7137926.000000 Penalty: 5444.763672
	Iteration 13Q: 3 clusters Score -7137926 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 55061 members 
Entering Unmasked Estep 
Score: -7138292.500000 Penalty: 5444.763672
	Iteration 14Q: 3 clusters Score -7138292 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 55445 members 
Entering Unmasked Estep 
Score: -7138505.500000 Penalty: 5444.763672
	Iteration 15Q: 3 clusters Score -7138506 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 55732 members 
Entering Unmasked Estep 
Score: -7138671.500000 Penalty: 5444.763672
	Iteration 16Q: 3 clusters Score -7138672 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 55962 members 
Entering Unmasked Estep 
Score: -7138770.000000 Penalty: 5444.763672
	Iteration 17Q: 3 clusters Score -7138770 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 56153 members 
Entering Unmasked Estep 
Score: -7138852.500000 Penalty: 5444.763672
	Iteration 18Q: 3 clusters Score -7138852 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 56311 members 
Entering Unmasked Estep 
Score: -7138908.000000 Penalty: 5444.763672
	Iteration 19Q: 3 clusters Score -7138908 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 56428 members 
Entering Unmasked Estep 
Score: -7138943.000000 Penalty: 5444.763672
	Iteration 20F: 3 clusters Score -7138943 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 56527 members 
Entering Unmasked Estep 
Score: -7138981.000000 Penalty: 5444.763672
	Iteration 21Q: 3 clusters Score -7138981 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 56614 members 
Entering Unmasked Estep 
Score: -7138992.500000 Penalty: 5444.763672
	Iteration 22Q: 3 clusters Score -7138992 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 56675 members 
Entering Unmasked Estep 
Score: -7139005.000000 Penalty: 5444.763672
	Iteration 23Q: 3 clusters Score -7139005 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 56735 members 
Entering Unmasked Estep 
Score: -7139023.000000 Penalty: 5444.763672
	Iteration 24Q: 3 clusters Score -7139023 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 56788 members 
Entering Unmasked Estep 
Score: -7139047.500000 Penalty: 5444.763672
	Iteration 25Q: 3 clusters Score -7139048 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 56831 members 
Entering Unmasked Estep 
Score: -7139046.500000 Penalty: 5444.763672
	Iteration 26Q: 3 clusters Score -7139046 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 56860 members 
Entering Unmasked Estep 
Score: -7139052.000000 Penalty: 5444.763672
	Iteration 27Q: 3 clusters Score -7139052 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 56884 members 
Entering Unmasked Estep 
Score: -7139061.000000 Penalty: 5444.763672
	Iteration 28Q: 3 clusters Score -7139061 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 56911 members 
Entering Unmasked Estep 
Score: -7139060.500000 Penalty: 5444.763672
	Iteration 29Q: 3 clusters Score -7139060 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 56934 members 
Entering Unmasked Estep 
Score: -7139076.500000 Penalty: 5444.763672
	Iteration 30Q: 3 clusters Score -7139076 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 56954 members 
Entering Unmasked Estep 
Score: -7139084.500000 Penalty: 5444.763672
	Iteration 31Q: 3 clusters Score -7139084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 56974 members 
Entering Unmasked Estep 
Score: -7139103.500000 Penalty: 5444.763672
	Iteration 32Q: 3 clusters Score -7139104 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 56989 members 
Entering Unmasked Estep 
Score: -7139097.000000 Penalty: 5444.763672
	Iteration 33Q: 3 clusters Score -7139097 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 57006 members 
Entering Unmasked Estep 
Score: -7139104.500000 Penalty: 5444.763672
	Iteration 34Q: 3 clusters Score -7139104 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 57022 members 
Entering Unmasked Estep 
Score: -7139114.000000 Penalty: 5444.763672
	Iteration 35Q: 3 clusters Score -7139114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 57029 members 
Entering Unmasked Estep 
Score: -7139117.000000 Penalty: 5444.763672
	Iteration 36Q: 3 clusters Score -7139117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 57037 members 
Entering Unmasked Estep 
Score: -7139115.000000 Penalty: 5444.763672
	Iteration 37Q: 3 clusters Score -7139115 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 57045 members 
Entering Unmasked Estep 
Score: -7139123.500000 Penalty: 5444.763672
	Iteration 38Q: 3 clusters Score -7139124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 57051 members 
Entering Unmasked Estep 
Score: -7139127.000000 Penalty: 5444.763672
	Iteration 39Q: 3 clusters Score -7139127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 57056 members 
Entering Unmasked Estep 
Score: -7139123.000000 Penalty: 5444.763672
	Iteration 40F: 3 clusters Score -7139123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 57059 members 
Entering Unmasked Estep 
Score: -7139126.500000 Penalty: 5444.763672
	Iteration 41Q: 3 clusters Score -7139126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 57061 members 
Entering Unmasked Estep 
Score: -7139129.000000 Penalty: 5444.763672
	Iteration 42Q: 3 clusters Score -7139129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 57064 members 
Entering Unmasked Estep 
Score: -7139125.000000 Penalty: 5444.763672
	Iteration 43Q: 3 clusters Score -7139125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 57066 members 
Entering Unmasked Estep 
Score: -7139117.000000 Penalty: 5444.763672
	Iteration 44Q: 3 clusters Score -7139117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 57067 members 
Entering Unmasked Estep 
Score: -7139126.000000 Penalty: 5444.763672
	Iteration 45Q: 3 clusters Score -7139126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 57070 members 
Entering Unmasked Estep 
Score: -7139128.000000 Penalty: 5444.763672
	Iteration 46Q: 3 clusters Score -7139128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 57073 members 
Entering Unmasked Estep 
Score: -7139121.500000 Penalty: 5444.763672
	Iteration 47Q: 3 clusters Score -7139122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 57075 members 
Entering Unmasked Estep 
Score: -7139124.000000 Penalty: 5444.763672
	Iteration 48Q: 3 clusters Score -7139124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 57080 members 
Entering Unmasked Estep 
Score: -7139131.500000 Penalty: 5444.763672
	Iteration 49Q: 3 clusters Score -7139132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 57082 members 
Entering Unmasked Estep 
Score: -7139133.500000 Penalty: 5444.763672
	Iteration 50Q: 3 clusters Score -7139134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 57084 members 
Entering Unmasked Estep 
Score: -7139137.000000 Penalty: 5444.763672
	Iteration 51Q: 3 clusters Score -7139137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 57085 members 
Entering Unmasked Estep 
Score: -7139142.500000 Penalty: 5444.763672
	Iteration 52Q: 3 clusters Score -7139142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 57087 members 
Entering Unmasked Estep 
Score: -7139134.000000 Penalty: 5444.763672
	Iteration 53Q: 3 clusters Score -7139134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 57092 members 
Entering Unmasked Estep 
Score: -7139140.000000 Penalty: 5444.763672
	Iteration 54Q: 3 clusters Score -7139140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 57095 members 
Entering Unmasked Estep 
Score: -7139145.000000 Penalty: 5444.763672
	Iteration 55Q: 3 clusters Score -7139145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 57096 members 
Entering Unmasked Estep 
Score: -7139147.500000 Penalty: 5444.763672
	Iteration 56Q: 3 clusters Score -7139148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 57097 members 
Entering Unmasked Estep 
Score: -7139147.500000 Penalty: 5444.763672
	Iteration 57Q: 3 clusters Score -7139148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 57098 members 
Entering Unmasked Estep 
Score: -7139149.000000 Penalty: 5444.763672
	Iteration 58Q: 3 clusters Score -7139149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 57098 members 
Entering Unmasked Estep 
Score: -7139149.000000 Penalty: 5444.763672
	Iteration 59F: 3 clusters Score -7139149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (156440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156440 members 
Entering Unmasked Estep 
Score: -19084626.000000 Penalty: 2966.186279
	Iteration 0F: 2 clusters Score -1.908463e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78153 members 
Mstep: Class 2 contains 78287 members 
Entering Unmasked Estep 
Score: -18979836.000000 Penalty: 5932.372559
	Iteration 0F: 3 clusters Score -1.897984e+07 nChanged 74910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78019 members 
Mstep: Class 2 contains 78421 members 
Entering Unmasked Estep 
Score: -19023832.000000 Penalty: 5932.372559
	Iteration 1F: 3 clusters Score -1.902383e+07 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78562 members 
Mstep: Class 2 contains 77878 members 
Entering Unmasked Estep 
Score: -19024900.000000 Penalty: 5932.372559
	Iteration 2Q: 3 clusters Score -1.90249e+07 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79543 members 
Mstep: Class 2 contains 76897 members 
Entering Unmasked Estep 
Score: -19026426.000000 Penalty: 5932.372559
	Iteration 3Q: 3 clusters Score -1.902643e+07 nChanged 6204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81189 members 
Mstep: Class 2 contains 75251 members 
Entering Unmasked Estep 
Score: -19028410.000000 Penalty: 5932.372559
	Iteration 4Q: 3 clusters Score -1.902841e+07 nChanged 7284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83511 members 
Mstep: Class 2 contains 72929 members 
Entering Unmasked Estep 
Score: -19031394.000000 Penalty: 5932.372559
	Iteration 5Q: 3 clusters Score -1.903139e+07 nChanged 8253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86590 members 
Mstep: Class 2 contains 69850 members 
Entering Unmasked Estep 
Score: -19034986.000000 Penalty: 5932.372559
	Iteration 6F: 3 clusters Score -1.903499e+07 nChanged 8631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90203 members 
Mstep: Class 2 contains 66237 members 
Entering Unmasked Estep 
Score: -19038662.000000 Penalty: 5932.372559
	Iteration 7F: 3 clusters Score -1.903866e+07 nChanged 8520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94333 members 
Mstep: Class 2 contains 62107 members 
Entering Unmasked Estep 
Score: -19042348.000000 Penalty: 5932.372559
	Iteration 8F: 3 clusters Score -1.904235e+07 nChanged 7876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98895 members 
Mstep: Class 2 contains 57545 members 
Entering Unmasked Estep 
Score: -19045646.000000 Penalty: 5932.372559
	Iteration 9F: 3 clusters Score -1.904565e+07 nChanged 7047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103928 members 
Mstep: Class 2 contains 52512 members 
Entering Unmasked Estep 
Score: -19048418.000000 Penalty: 5932.372559
	Iteration 10Q: 3 clusters Score -1.904842e+07 nChanged 6515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109489 members 
Mstep: Class 2 contains 46951 members 
Entering Unmasked Estep 
Score: -19051188.000000 Penalty: 5932.372559
	Iteration 11Q: 3 clusters Score -1.905119e+07 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115552 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -19054072.000000 Penalty: 5932.372559
	Iteration 12Q: 3 clusters Score -1.905407e+07 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122387 members 
Mstep: Class 2 contains 34053 members 
Entering Unmasked Estep 
Score: -19057682.000000 Penalty: 5932.372559
	Iteration 13Q: 3 clusters Score -1.905768e+07 nChanged 7331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129716 members 
Mstep: Class 2 contains 26724 members 
Entering Unmasked Estep 
Score: -19062098.000000 Penalty: 5932.372559
	Iteration 14Q: 3 clusters Score -1.90621e+07 nChanged 7296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137012 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -19067162.000000 Penalty: 5932.372559
	Iteration 15Q: 3 clusters Score -1.906716e+07 nChanged 6763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143775 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -19072378.000000 Penalty: 5932.372559
	Iteration 16Q: 3 clusters Score -1.907238e+07 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149115 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -19076528.000000 Penalty: 5932.372559
	Iteration 17Q: 3 clusters Score -1.907653e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152575 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -19079242.000000 Penalty: 5932.372559
	Iteration 18Q: 3 clusters Score -1.907924e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154464 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -19080638.000000 Penalty: 5932.372559
	Iteration 19Q: 3 clusters Score -1.908064e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155297 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -19081318.000000 Penalty: 5932.372559
	Iteration 20F: 3 clusters Score -1.908132e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155659 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -19081582.000000 Penalty: 5932.372559
	Iteration 21Q: 3 clusters Score -1.908158e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155834 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -19081730.000000 Penalty: 5932.372559
	Iteration 22Q: 3 clusters Score -1.908173e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155930 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -19081858.000000 Penalty: 5932.372559
	Iteration 23Q: 3 clusters Score -1.908186e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155978 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -19081936.000000 Penalty: 5932.372559
	Iteration 24Q: 3 clusters Score -1.908194e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156001 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -19081974.000000 Penalty: 5932.372559
	Iteration 25Q: 3 clusters Score -1.908197e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156016 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -19082010.000000 Penalty: 5932.372559
	Iteration 26Q: 3 clusters Score -1.908201e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156024 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -19082020.000000 Penalty: 5932.372559
	Iteration 27Q: 3 clusters Score -1.908202e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156030 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -19082054.000000 Penalty: 5932.372559
	Iteration 28Q: 3 clusters Score -1.908205e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156033 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -19082072.000000 Penalty: 5932.372559
	Iteration 29Q: 3 clusters Score -1.908207e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156036 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -19082060.000000 Penalty: 5932.372559
	Iteration 30Q: 3 clusters Score -1.908206e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156038 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -19082052.000000 Penalty: 5932.372559
	Iteration 31Q: 3 clusters Score -1.908205e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156042 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -19082064.000000 Penalty: 5932.372559
	Iteration 32Q: 3 clusters Score -1.908206e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156046 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -19082060.000000 Penalty: 5932.372559
	Iteration 33Q: 3 clusters Score -1.908206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156051 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -19082054.000000 Penalty: 5932.372559
	Iteration 34Q: 3 clusters Score -1.908205e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156051 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -19082050.000000 Penalty: 5932.372559
	Iteration 35Q: 3 clusters Score -1.908205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156052 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -19082064.000000 Penalty: 5932.372559
	Iteration 36Q: 3 clusters Score -1.908206e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156054 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -19082062.000000 Penalty: 5932.372559
	Iteration 37Q: 3 clusters Score -1.908206e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156055 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -19082070.000000 Penalty: 5932.372559
	Iteration 38Q: 3 clusters Score -1.908207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156054 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -19082064.000000 Penalty: 5932.372559
	Iteration 39Q: 3 clusters Score -1.908206e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156055 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -19082068.000000 Penalty: 5932.372559
	Iteration 40F: 3 clusters Score -1.908207e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156057 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -19082068.000000 Penalty: 5932.372559
	Iteration 41Q: 3 clusters Score -1.908207e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156061 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -19082072.000000 Penalty: 5932.372559
	Iteration 42Q: 3 clusters Score -1.908207e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156067 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -19082084.000000 Penalty: 5932.372559
	Iteration 43Q: 3 clusters Score -1.908208e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156074 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -19082072.000000 Penalty: 5932.372559
	Iteration 44Q: 3 clusters Score -1.908207e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156076 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -19082092.000000 Penalty: 5932.372559
	Iteration 45Q: 3 clusters Score -1.908209e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156080 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -19082104.000000 Penalty: 5932.372559
	Iteration 46Q: 3 clusters Score -1.90821e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156081 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -19082110.000000 Penalty: 5932.372559
	Iteration 47Q: 3 clusters Score -1.908211e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156085 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -19082128.000000 Penalty: 5932.372559
	Iteration 48Q: 3 clusters Score -1.908213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156087 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -19082124.000000 Penalty: 5932.372559
	Iteration 49Q: 3 clusters Score -1.908212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156088 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -19082130.000000 Penalty: 5932.372559
	Iteration 50Q: 3 clusters Score -1.908213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156089 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -19082126.000000 Penalty: 5932.372559
	Iteration 51Q: 3 clusters Score -1.908213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156090 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -19082126.000000 Penalty: 5932.372559
	Iteration 52Q: 3 clusters Score -1.908213e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156090 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -19082126.000000 Penalty: 5932.372559
	Iteration 53F: 3 clusters Score -1.908213e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Entering Unmasked Estep 
Score: -791258.062500 Penalty: 2208.213623
	Iteration 0F: 2 clusters Score -791258.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -785286.937500 Penalty: 4416.427246
	Iteration 0F: 3 clusters Score -785286.9 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -787117.500000 Penalty: 4416.427246
	Iteration 1F: 3 clusters Score -787117.5 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -787737.250000 Penalty: 4416.427246
	Iteration 2F: 3 clusters Score -787737.2 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -788504.062500 Penalty: 4416.427246
	Iteration 3F: 3 clusters Score -788504.1 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -789297.750000 Penalty: 4416.427246
	Iteration 4F: 3 clusters Score -789297.8 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -789734.437500 Penalty: 4416.427246
	Iteration 5F: 3 clusters Score -789734.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -789955.750000 Penalty: 4416.427246
	Iteration 6Q: 3 clusters Score -789955.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -790115.687500 Penalty: 4416.427246
	Iteration 7Q: 3 clusters Score -790115.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -790238.562500 Penalty: 4416.427246
	Iteration 8Q: 3 clusters Score -790238.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -790354.500000 Penalty: 4416.427246
	Iteration 9Q: 3 clusters Score -790354.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -790456.625000 Penalty: 4416.427246
	Iteration 10Q: 3 clusters Score -790456.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -790551.312500 Penalty: 4416.427246
	Iteration 11Q: 3 clusters Score -790551.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -790622.312500 Penalty: 4416.427246
	Iteration 12Q: 3 clusters Score -790622.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -790663.375000 Penalty: 4416.427246
	Iteration 13Q: 3 clusters Score -790663.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -790691.875000 Penalty: 4416.427246
	Iteration 14Q: 3 clusters Score -790691.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -790716.562500 Penalty: 4416.427246
	Iteration 15Q: 3 clusters Score -790716.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -790727.312500 Penalty: 4416.427246
	Iteration 16Q: 3 clusters Score -790727.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -790743.625000 Penalty: 4416.427246
	Iteration 17Q: 3 clusters Score -790743.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -790750.500000 Penalty: 4416.427246
	Iteration 18Q: 3 clusters Score -790750.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -790756.375000 Penalty: 4416.427246
	Iteration 19Q: 3 clusters Score -790756.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -790761.000000 Penalty: 4416.427246
	Iteration 20F: 3 clusters Score -790761 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -790762.125000 Penalty: 4416.427246
	Iteration 21Q: 3 clusters Score -790762.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -790768.750000 Penalty: 4416.427246
	Iteration 22Q: 3 clusters Score -790768.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -790774.125000 Penalty: 4416.427246
	Iteration 23Q: 3 clusters Score -790774.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -790777.875000 Penalty: 4416.427246
	Iteration 24Q: 3 clusters Score -790777.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -790777.562500 Penalty: 4416.427246
	Iteration 25Q: 3 clusters Score -790777.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -790778.312500 Penalty: 4416.427246
	Iteration 26Q: 3 clusters Score -790778.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -790782.750000 Penalty: 4416.427246
	Iteration 27Q: 3 clusters Score -790782.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -790784.562500 Penalty: 4416.427246
	Iteration 28Q: 3 clusters Score -790784.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -790788.187500 Penalty: 4416.427246
	Iteration 29Q: 3 clusters Score -790788.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -790794.312500 Penalty: 4416.427246
	Iteration 30Q: 3 clusters Score -790794.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -790801.500000 Penalty: 4416.427246
	Iteration 31Q: 3 clusters Score -790801.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -790809.062500 Penalty: 4416.427246
	Iteration 32Q: 3 clusters Score -790809.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -790811.937500 Penalty: 4416.427246
	Iteration 33Q: 3 clusters Score -790811.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -790818.250000 Penalty: 4416.427246
	Iteration 34Q: 3 clusters Score -790818.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -790822.375000 Penalty: 4416.427246
	Iteration 35Q: 3 clusters Score -790822.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -790830.625000 Penalty: 4416.427246
	Iteration 36Q: 3 clusters Score -790830.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -790843.312500 Penalty: 4416.427246
	Iteration 37Q: 3 clusters Score -790843.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -790845.750000 Penalty: 4416.427246
	Iteration 38Q: 3 clusters Score -790845.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -790850.625000 Penalty: 4416.427246
	Iteration 39Q: 3 clusters Score -790850.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -790855.437500 Penalty: 4416.427246
	Iteration 40F: 3 clusters Score -790855.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -790861.562500 Penalty: 4416.427246
	Iteration 41Q: 3 clusters Score -790861.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -790862.562500 Penalty: 4416.427246
	Iteration 42Q: 3 clusters Score -790862.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -790866.562500 Penalty: 4416.427246
	Iteration 43Q: 3 clusters Score -790866.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -790868.812500 Penalty: 4416.427246
	Iteration 44Q: 3 clusters Score -790868.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -790869.250000 Penalty: 4416.427246
	Iteration 45Q: 3 clusters Score -790869.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -790869.812500 Penalty: 4416.427246
	Iteration 46Q: 3 clusters Score -790869.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -790871.312500 Penalty: 4416.427246
	Iteration 47Q: 3 clusters Score -790871.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -790871.375000 Penalty: 4416.427246
	Iteration 48Q: 3 clusters Score -790871.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -790874.187500 Penalty: 4416.427246
	Iteration 49Q: 3 clusters Score -790874.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -790875.125000 Penalty: 4416.427246
	Iteration 50Q: 3 clusters Score -790875.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -790874.687500 Penalty: 4416.427246
	Iteration 51Q: 3 clusters Score -790874.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -790874.250000 Penalty: 4416.427246
	Iteration 52Q: 3 clusters Score -790874.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -790875.312500 Penalty: 4416.427246
	Iteration 53Q: 3 clusters Score -790875.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -790875.937500 Penalty: 4416.427246
	Iteration 54Q: 3 clusters Score -790875.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -790876.500000 Penalty: 4416.427246
	Iteration 55Q: 3 clusters Score -790876.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -790878.937500 Penalty: 4416.427246
	Iteration 56Q: 3 clusters Score -790878.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -790880.312500 Penalty: 4416.427246
	Iteration 57Q: 3 clusters Score -790880.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -790879.812500 Penalty: 4416.427246
	Iteration 58Q: 3 clusters Score -790879.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -790879.812500 Penalty: 4416.427246
	Iteration 59F: 3 clusters Score -790879.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (179871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179871 members 
Entering Unmasked Estep 
Score: -21947008.000000 Penalty: 3000.798828
	Iteration 0F: 2 clusters Score -2.194701e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89853 members 
Mstep: Class 2 contains 90018 members 
Entering Unmasked Estep 
Score: -21826880.000000 Penalty: 6001.597656
	Iteration 0F: 3 clusters Score -2.182688e+07 nChanged 86417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88026 members 
Mstep: Class 2 contains 91845 members 
Entering Unmasked Estep 
Score: -21876654.000000 Penalty: 6001.597656
	Iteration 1F: 3 clusters Score -2.187665e+07 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86616 members 
Mstep: Class 2 contains 93255 members 
Entering Unmasked Estep 
Score: -21877476.000000 Penalty: 6001.597656
	Iteration 2Q: 3 clusters Score -2.187748e+07 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84501 members 
Mstep: Class 2 contains 95370 members 
Entering Unmasked Estep 
Score: -21878686.000000 Penalty: 6001.597656
	Iteration 3Q: 3 clusters Score -2.187869e+07 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81230 members 
Mstep: Class 2 contains 98641 members 
Entering Unmasked Estep 
Score: -21880352.000000 Penalty: 6001.597656
	Iteration 4Q: 3 clusters Score -2.188035e+07 nChanged 7708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76278 members 
Mstep: Class 2 contains 103593 members 
Entering Unmasked Estep 
Score: -21883592.000000 Penalty: 6001.597656
	Iteration 5Q: 3 clusters Score -2.188359e+07 nChanged 9776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69214 members 
Mstep: Class 2 contains 110657 members 
Entering Unmasked Estep 
Score: -21888672.000000 Penalty: 6001.597656
	Iteration 6F: 3 clusters Score -2.188867e+07 nChanged 12242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59698 members 
Mstep: Class 2 contains 120173 members 
Entering Unmasked Estep 
Score: -21896994.000000 Penalty: 6001.597656
	Iteration 7F: 3 clusters Score -2.189699e+07 nChanged 13570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48744 members 
Mstep: Class 2 contains 131127 members 
Entering Unmasked Estep 
Score: -21907842.000000 Penalty: 6001.597656
	Iteration 8F: 3 clusters Score -2.190784e+07 nChanged 12749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38565 members 
Mstep: Class 2 contains 141306 members 
Entering Unmasked Estep 
Score: -21919764.000000 Penalty: 6001.597656
	Iteration 9F: 3 clusters Score -2.191976e+07 nChanged 9585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 148271 members 
Entering Unmasked Estep 
Score: -21929254.000000 Penalty: 6001.597656
	Iteration 10F: 3 clusters Score -2.192925e+07 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 151943 members 
Entering Unmasked Estep 
Score: -21935112.000000 Penalty: 6001.597656
	Iteration 11Q: 3 clusters Score -2.193511e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 154042 members 
Entering Unmasked Estep 
Score: -21938130.000000 Penalty: 6001.597656
	Iteration 12Q: 3 clusters Score -2.193813e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 155672 members 
Entering Unmasked Estep 
Score: -21939892.000000 Penalty: 6001.597656
	Iteration 13Q: 3 clusters Score -2.193989e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 157035 members 
Entering Unmasked Estep 
Score: -21940836.000000 Penalty: 6001.597656
	Iteration 14Q: 3 clusters Score -2.194084e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 158205 members 
Entering Unmasked Estep 
Score: -21941444.000000 Penalty: 6001.597656
	Iteration 15Q: 3 clusters Score -2.194144e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 159312 members 
Entering Unmasked Estep 
Score: -21942078.000000 Penalty: 6001.597656
	Iteration 16Q: 3 clusters Score -2.194208e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 160293 members 
Entering Unmasked Estep 
Score: -21942490.000000 Penalty: 6001.597656
	Iteration 17Q: 3 clusters Score -2.194249e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 161150 members 
Entering Unmasked Estep 
Score: -21942824.000000 Penalty: 6001.597656
	Iteration 18Q: 3 clusters Score -2.194282e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 161928 members 
Entering Unmasked Estep 
Score: -21943028.000000 Penalty: 6001.597656
	Iteration 19Q: 3 clusters Score -2.194303e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 162576 members 
Entering Unmasked Estep 
Score: -21943212.000000 Penalty: 6001.597656
	Iteration 20F: 3 clusters Score -2.194321e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 163159 members 
Entering Unmasked Estep 
Score: -21943356.000000 Penalty: 6001.597656
	Iteration 21Q: 3 clusters Score -2.194336e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 163694 members 
Entering Unmasked Estep 
Score: -21943402.000000 Penalty: 6001.597656
	Iteration 22Q: 3 clusters Score -2.19434e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 164233 members 
Entering Unmasked Estep 
Score: -21943576.000000 Penalty: 6001.597656
	Iteration 23Q: 3 clusters Score -2.194358e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 164732 members 
Entering Unmasked Estep 
Score: -21943626.000000 Penalty: 6001.597656
	Iteration 24Q: 3 clusters Score -2.194363e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 165197 members 
Entering Unmasked Estep 
Score: -21943746.000000 Penalty: 6001.597656
	Iteration 25Q: 3 clusters Score -2.194375e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 165613 members 
Entering Unmasked Estep 
Score: -21943678.000000 Penalty: 6001.597656
	Iteration 26Q: 3 clusters Score -2.194368e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 166018 members 
Entering Unmasked Estep 
Score: -21943780.000000 Penalty: 6001.597656
	Iteration 27Q: 3 clusters Score -2.194378e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 166391 members 
Entering Unmasked Estep 
Score: -21943736.000000 Penalty: 6001.597656
	Iteration 28Q: 3 clusters Score -2.194374e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 166729 members 
Entering Unmasked Estep 
Score: -21943808.000000 Penalty: 6001.597656
	Iteration 29Q: 3 clusters Score -2.194381e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 167029 members 
Entering Unmasked Estep 
Score: -21943856.000000 Penalty: 6001.597656
	Iteration 30Q: 3 clusters Score -2.194386e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 167300 members 
Entering Unmasked Estep 
Score: -21943886.000000 Penalty: 6001.597656
	Iteration 31Q: 3 clusters Score -2.194389e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 167581 members 
Entering Unmasked Estep 
Score: -21943900.000000 Penalty: 6001.597656
	Iteration 32Q: 3 clusters Score -2.19439e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 167845 members 
Entering Unmasked Estep 
Score: -21943940.000000 Penalty: 6001.597656
	Iteration 33Q: 3 clusters Score -2.194394e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 168086 members 
Entering Unmasked Estep 
Score: -21943996.000000 Penalty: 6001.597656
	Iteration 34Q: 3 clusters Score -2.1944e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 168329 members 
Entering Unmasked Estep 
Score: -21944034.000000 Penalty: 6001.597656
	Iteration 35Q: 3 clusters Score -2.194403e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 168547 members 
Entering Unmasked Estep 
Score: -21944094.000000 Penalty: 6001.597656
	Iteration 36Q: 3 clusters Score -2.194409e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 168747 members 
Entering Unmasked Estep 
Score: -21944120.000000 Penalty: 6001.597656
	Iteration 37Q: 3 clusters Score -2.194412e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 168926 members 
Entering Unmasked Estep 
Score: -21944112.000000 Penalty: 6001.597656
	Iteration 38Q: 3 clusters Score -2.194411e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 169084 members 
Entering Unmasked Estep 
Score: -21944188.000000 Penalty: 6001.597656
	Iteration 39Q: 3 clusters Score -2.194419e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 169237 members 
Entering Unmasked Estep 
Score: -21944186.000000 Penalty: 6001.597656
	Iteration 40F: 3 clusters Score -2.194419e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 169375 members 
Entering Unmasked Estep 
Score: -21944182.000000 Penalty: 6001.597656
	Iteration 41Q: 3 clusters Score -2.194418e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 169514 members 
Entering Unmasked Estep 
Score: -21944188.000000 Penalty: 6001.597656
	Iteration 42Q: 3 clusters Score -2.194419e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 169633 members 
Entering Unmasked Estep 
Score: -21944200.000000 Penalty: 6001.597656
	Iteration 43Q: 3 clusters Score -2.19442e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 169766 members 
Entering Unmasked Estep 
Score: -21944178.000000 Penalty: 6001.597656
	Iteration 44Q: 3 clusters Score -2.194418e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 169897 members 
Entering Unmasked Estep 
Score: -21944206.000000 Penalty: 6001.597656
	Iteration 45Q: 3 clusters Score -2.194421e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 170029 members 
Entering Unmasked Estep 
Score: -21944252.000000 Penalty: 6001.597656
	Iteration 46Q: 3 clusters Score -2.194425e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 170171 members 
Entering Unmasked Estep 
Score: -21944278.000000 Penalty: 6001.597656
	Iteration 47Q: 3 clusters Score -2.194428e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 170303 members 
Entering Unmasked Estep 
Score: -21944274.000000 Penalty: 6001.597656
	Iteration 48Q: 3 clusters Score -2.194427e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 170414 members 
Entering Unmasked Estep 
Score: -21944288.000000 Penalty: 6001.597656
	Iteration 49Q: 3 clusters Score -2.194429e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 170528 members 
Entering Unmasked Estep 
Score: -21944292.000000 Penalty: 6001.597656
	Iteration 50Q: 3 clusters Score -2.194429e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 170636 members 
Entering Unmasked Estep 
Score: -21944300.000000 Penalty: 6001.597656
	Iteration 51Q: 3 clusters Score -2.19443e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 170740 members 
Entering Unmasked Estep 
Score: -21944274.000000 Penalty: 6001.597656
	Iteration 52Q: 3 clusters Score -2.194427e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 170840 members 
Entering Unmasked Estep 
Score: -21944296.000000 Penalty: 6001.597656
	Iteration 53Q: 3 clusters Score -2.19443e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 170958 members 
Entering Unmasked Estep 
Score: -21944324.000000 Penalty: 6001.597656
	Iteration 54Q: 3 clusters Score -2.194432e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 171077 members 
Entering Unmasked Estep 
Score: -21944308.000000 Penalty: 6001.597656
	Iteration 55Q: 3 clusters Score -2.194431e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 171183 members 
Entering Unmasked Estep 
Score: -21944336.000000 Penalty: 6001.597656
	Iteration 56Q: 3 clusters Score -2.194434e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 171281 members 
Entering Unmasked Estep 
Score: -21944322.000000 Penalty: 6001.597656
	Iteration 57Q: 3 clusters Score -2.194432e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 171367 members 
Entering Unmasked Estep 
Score: -21944348.000000 Penalty: 6001.597656
	Iteration 58Q: 3 clusters Score -2.194435e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 171458 members 
Entering Unmasked Estep 
Score: -21944346.000000 Penalty: 6001.597656
	Iteration 59Q: 3 clusters Score -2.194435e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 171533 members 
Entering Unmasked Estep 
Score: -21944364.000000 Penalty: 6001.597656
	Iteration 60F: 3 clusters Score -2.194436e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 171597 members 
Entering Unmasked Estep 
Score: -21944392.000000 Penalty: 6001.597656
	Iteration 61Q: 3 clusters Score -2.194439e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 171652 members 
Entering Unmasked Estep 
Score: -21944360.000000 Penalty: 6001.597656
	Iteration 62Q: 3 clusters Score -2.194436e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 171709 members 
Entering Unmasked Estep 
Score: -21944358.000000 Penalty: 6001.597656
	Iteration 63Q: 3 clusters Score -2.194436e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 171756 members 
Entering Unmasked Estep 
Score: -21944366.000000 Penalty: 6001.597656
	Iteration 64Q: 3 clusters Score -2.194437e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 171802 members 
Entering Unmasked Estep 
Score: -21944372.000000 Penalty: 6001.597656
	Iteration 65Q: 3 clusters Score -2.194437e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 171838 members 
Entering Unmasked Estep 
Score: -21944364.000000 Penalty: 6001.597656
	Iteration 66Q: 3 clusters Score -2.194436e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 171873 members 
Entering Unmasked Estep 
Score: -21944360.000000 Penalty: 6001.597656
	Iteration 67Q: 3 clusters Score -2.194436e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 171899 members 
Entering Unmasked Estep 
Score: -21944374.000000 Penalty: 6001.597656
	Iteration 68Q: 3 clusters Score -2.194437e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 171936 members 
Entering Unmasked Estep 
Score: -21944400.000000 Penalty: 6001.597656
	Iteration 69Q: 3 clusters Score -2.19444e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 171961 members 
Entering Unmasked Estep 
Score: -21944412.000000 Penalty: 6001.597656
	Iteration 70Q: 3 clusters Score -2.194441e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 171996 members 
Entering Unmasked Estep 
Score: -21944408.000000 Penalty: 6001.597656
	Iteration 71Q: 3 clusters Score -2.194441e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 172027 members 
Entering Unmasked Estep 
Score: -21944410.000000 Penalty: 6001.597656
	Iteration 72Q: 3 clusters Score -2.194441e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 172058 members 
Entering Unmasked Estep 
Score: -21944420.000000 Penalty: 6001.597656
	Iteration 73Q: 3 clusters Score -2.194442e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 172094 members 
Entering Unmasked Estep 
Score: -21944414.000000 Penalty: 6001.597656
	Iteration 74Q: 3 clusters Score -2.194441e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 172133 members 
Entering Unmasked Estep 
Score: -21944400.000000 Penalty: 6001.597656
	Iteration 75Q: 3 clusters Score -2.19444e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 172170 members 
Entering Unmasked Estep 
Score: -21944436.000000 Penalty: 6001.597656
	Iteration 76Q: 3 clusters Score -2.194444e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 172211 members 
Entering Unmasked Estep 
Score: -21944438.000000 Penalty: 6001.597656
	Iteration 77Q: 3 clusters Score -2.194444e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 172261 members 
Entering Unmasked Estep 
Score: -21944472.000000 Penalty: 6001.597656
	Iteration 78Q: 3 clusters Score -2.194447e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 172310 members 
Entering Unmasked Estep 
Score: -21944466.000000 Penalty: 6001.597656
	Iteration 79Q: 3 clusters Score -2.194447e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 172365 members 
Entering Unmasked Estep 
Score: -21944430.000000 Penalty: 6001.597656
	Iteration 80F: 3 clusters Score -2.194443e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 172420 members 
Entering Unmasked Estep 
Score: -21944446.000000 Penalty: 6001.597656
	Iteration 81Q: 3 clusters Score -2.194445e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 172474 members 
Entering Unmasked Estep 
Score: -21944442.000000 Penalty: 6001.597656
	Iteration 82Q: 3 clusters Score -2.194444e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 172535 members 
Entering Unmasked Estep 
Score: -21944440.000000 Penalty: 6001.597656
	Iteration 83Q: 3 clusters Score -2.194444e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 172604 members 
Entering Unmasked Estep 
Score: -21944434.000000 Penalty: 6001.597656
	Iteration 84Q: 3 clusters Score -2.194443e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 172664 members 
Entering Unmasked Estep 
Score: -21944444.000000 Penalty: 6001.597656
	Iteration 85Q: 3 clusters Score -2.194444e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 172729 members 
Entering Unmasked Estep 
Score: -21944466.000000 Penalty: 6001.597656
	Iteration 86Q: 3 clusters Score -2.194447e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 172789 members 
Entering Unmasked Estep 
Score: -21944466.000000 Penalty: 6001.597656
	Iteration 87Q: 3 clusters Score -2.194447e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 172855 members 
Entering Unmasked Estep 
Score: -21944490.000000 Penalty: 6001.597656
	Iteration 88Q: 3 clusters Score -2.194449e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 172911 members 
Entering Unmasked Estep 
Score: -21944516.000000 Penalty: 6001.597656
	Iteration 89Q: 3 clusters Score -2.194452e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 172958 members 
Entering Unmasked Estep 
Score: -21944522.000000 Penalty: 6001.597656
	Iteration 90Q: 3 clusters Score -2.194452e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 172989 members 
Entering Unmasked Estep 
Score: -21944514.000000 Penalty: 6001.597656
	Iteration 91Q: 3 clusters Score -2.194451e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 173016 members 
Entering Unmasked Estep 
Score: -21944512.000000 Penalty: 6001.597656
	Iteration 92Q: 3 clusters Score -2.194451e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 173047 members 
Entering Unmasked Estep 
Score: -21944504.000000 Penalty: 6001.597656
	Iteration 93Q: 3 clusters Score -2.19445e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 173079 members 
Entering Unmasked Estep 
Score: -21944504.000000 Penalty: 6001.597656
	Iteration 94Q: 3 clusters Score -2.19445e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 173107 members 
Entering Unmasked Estep 
Score: -21944498.000000 Penalty: 6001.597656
	Iteration 95Q: 3 clusters Score -2.19445e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 173128 members 
Entering Unmasked Estep 
Score: -21944490.000000 Penalty: 6001.597656
	Iteration 96Q: 3 clusters Score -2.194449e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 173158 members 
Entering Unmasked Estep 
Score: -21944524.000000 Penalty: 6001.597656
	Iteration 97Q: 3 clusters Score -2.194452e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 173192 members 
Entering Unmasked Estep 
Score: -21944526.000000 Penalty: 6001.597656
	Iteration 98Q: 3 clusters Score -2.194453e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 173214 members 
Entering Unmasked Estep 
Score: -21944534.000000 Penalty: 6001.597656
	Iteration 99Q: 3 clusters Score -2.194453e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 173238 members 
Entering Unmasked Estep 
Score: -21944536.000000 Penalty: 6001.597656
	Iteration 100F: 3 clusters Score -2.194454e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 173259 members 
Entering Unmasked Estep 
Score: -21944522.000000 Penalty: 6001.597656
	Iteration 101Q: 3 clusters Score -2.194452e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 173282 members 
Entering Unmasked Estep 
Score: -21944510.000000 Penalty: 6001.597656
	Iteration 102Q: 3 clusters Score -2.194451e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 173299 members 
Entering Unmasked Estep 
Score: -21944516.000000 Penalty: 6001.597656
	Iteration 103Q: 3 clusters Score -2.194452e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 173318 members 
Entering Unmasked Estep 
Score: -21944514.000000 Penalty: 6001.597656
	Iteration 104Q: 3 clusters Score -2.194451e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 173339 members 
Entering Unmasked Estep 
Score: -21944550.000000 Penalty: 6001.597656
	Iteration 105Q: 3 clusters Score -2.194455e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 173357 members 
Entering Unmasked Estep 
Score: -21944566.000000 Penalty: 6001.597656
	Iteration 106Q: 3 clusters Score -2.194457e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 173366 members 
Entering Unmasked Estep 
Score: -21944552.000000 Penalty: 6001.597656
	Iteration 107Q: 3 clusters Score -2.194455e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 173375 members 
Entering Unmasked Estep 
Score: -21944546.000000 Penalty: 6001.597656
	Iteration 108Q: 3 clusters Score -2.194455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 173380 members 
Entering Unmasked Estep 
Score: -21944552.000000 Penalty: 6001.597656
	Iteration 109Q: 3 clusters Score -2.194455e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 173386 members 
Entering Unmasked Estep 
Score: -21944540.000000 Penalty: 6001.597656
	Iteration 110Q: 3 clusters Score -2.194454e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 173394 members 
Entering Unmasked Estep 
Score: -21944546.000000 Penalty: 6001.597656
	Iteration 111Q: 3 clusters Score -2.194455e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 173400 members 
Entering Unmasked Estep 
Score: -21944542.000000 Penalty: 6001.597656
	Iteration 112Q: 3 clusters Score -2.194454e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 173407 members 
Entering Unmasked Estep 
Score: -21944552.000000 Penalty: 6001.597656
	Iteration 113Q: 3 clusters Score -2.194455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 173412 members 
Entering Unmasked Estep 
Score: -21944548.000000 Penalty: 6001.597656
	Iteration 114Q: 3 clusters Score -2.194455e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 173419 members 
Entering Unmasked Estep 
Score: -21944550.000000 Penalty: 6001.597656
	Iteration 115Q: 3 clusters Score -2.194455e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 173426 members 
Entering Unmasked Estep 
Score: -21944552.000000 Penalty: 6001.597656
	Iteration 116Q: 3 clusters Score -2.194455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 173431 members 
Entering Unmasked Estep 
Score: -21944550.000000 Penalty: 6001.597656
	Iteration 117Q: 3 clusters Score -2.194455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 173434 members 
Entering Unmasked Estep 
Score: -21944546.000000 Penalty: 6001.597656
	Iteration 118Q: 3 clusters Score -2.194455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 173435 members 
Entering Unmasked Estep 
Score: -21944544.000000 Penalty: 6001.597656
	Iteration 119Q: 3 clusters Score -2.194454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 173436 members 
Entering Unmasked Estep 
Score: -21944544.000000 Penalty: 6001.597656
	Iteration 120F: 3 clusters Score -2.194454e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Entering Unmasked Estep 
Score: -1358524.375000 Penalty: 2312.114746
	Iteration 0F: 2 clusters Score -1358524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1350096.250000 Penalty: 4624.229492
	Iteration 0F: 3 clusters Score -1350096 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1352740.125000 Penalty: 4624.229492
	Iteration 1F: 3 clusters Score -1352740 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1353027.750000 Penalty: 4624.229492
	Iteration 2F: 3 clusters Score -1353028 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1353262.250000 Penalty: 4624.229492
	Iteration 3Q: 3 clusters Score -1353262 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1353457.625000 Penalty: 4624.229492
	Iteration 4Q: 3 clusters Score -1353458 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1353631.125000 Penalty: 4624.229492
	Iteration 5Q: 3 clusters Score -1353631 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1353809.500000 Penalty: 4624.229492
	Iteration 6Q: 3 clusters Score -1353810 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1353994.625000 Penalty: 4624.229492
	Iteration 7Q: 3 clusters Score -1353995 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1354183.625000 Penalty: 4624.229492
	Iteration 8Q: 3 clusters Score -1354184 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1354396.250000 Penalty: 4624.229492
	Iteration 9Q: 3 clusters Score -1354396 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1354617.375000 Penalty: 4624.229492
	Iteration 10Q: 3 clusters Score -1354617 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1354812.750000 Penalty: 4624.229492
	Iteration 11Q: 3 clusters Score -1354813 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1354969.375000 Penalty: 4624.229492
	Iteration 12Q: 3 clusters Score -1354969 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1355104.875000 Penalty: 4624.229492
	Iteration 13Q: 3 clusters Score -1355105 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1355220.750000 Penalty: 4624.229492
	Iteration 14Q: 3 clusters Score -1355221 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1355328.750000 Penalty: 4624.229492
	Iteration 15Q: 3 clusters Score -1355329 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1355417.875000 Penalty: 4624.229492
	Iteration 16Q: 3 clusters Score -1355418 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1355492.250000 Penalty: 4624.229492
	Iteration 17Q: 3 clusters Score -1355492 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1355558.750000 Penalty: 4624.229492
	Iteration 18Q: 3 clusters Score -1355559 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1355614.375000 Penalty: 4624.229492
	Iteration 19Q: 3 clusters Score -1355614 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1355649.250000 Penalty: 4624.229492
	Iteration 20F: 3 clusters Score -1355649 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1355690.125000 Penalty: 4624.229492
	Iteration 21Q: 3 clusters Score -1355690 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1355705.625000 Penalty: 4624.229492
	Iteration 22Q: 3 clusters Score -1355706 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1355734.875000 Penalty: 4624.229492
	Iteration 23Q: 3 clusters Score -1355735 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1355766.375000 Penalty: 4624.229492
	Iteration 24Q: 3 clusters Score -1355766 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1355800.250000 Penalty: 4624.229492
	Iteration 25Q: 3 clusters Score -1355800 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1355832.875000 Penalty: 4624.229492
	Iteration 26Q: 3 clusters Score -1355833 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1355849.625000 Penalty: 4624.229492
	Iteration 27Q: 3 clusters Score -1355850 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1355868.750000 Penalty: 4624.229492
	Iteration 28Q: 3 clusters Score -1355869 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1355882.000000 Penalty: 4624.229492
	Iteration 29Q: 3 clusters Score -1355882 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1355894.625000 Penalty: 4624.229492
	Iteration 30Q: 3 clusters Score -1355895 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1355903.000000 Penalty: 4624.229492
	Iteration 31Q: 3 clusters Score -1355903 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1355914.250000 Penalty: 4624.229492
	Iteration 32Q: 3 clusters Score -1355914 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1355925.500000 Penalty: 4624.229492
	Iteration 33Q: 3 clusters Score -1355926 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1355940.625000 Penalty: 4624.229492
	Iteration 34Q: 3 clusters Score -1355941 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1355949.625000 Penalty: 4624.229492
	Iteration 35Q: 3 clusters Score -1355950 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1355961.625000 Penalty: 4624.229492
	Iteration 36Q: 3 clusters Score -1355962 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1355968.500000 Penalty: 4624.229492
	Iteration 37Q: 3 clusters Score -1355968 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1355974.875000 Penalty: 4624.229492
	Iteration 38Q: 3 clusters Score -1355975 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1355983.125000 Penalty: 4624.229492
	Iteration 39Q: 3 clusters Score -1355983 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1355988.000000 Penalty: 4624.229492
	Iteration 40F: 3 clusters Score -1355988 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1355993.750000 Penalty: 4624.229492
	Iteration 41Q: 3 clusters Score -1355994 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1356000.750000 Penalty: 4624.229492
	Iteration 42Q: 3 clusters Score -1356001 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1356008.750000 Penalty: 4624.229492
	Iteration 43Q: 3 clusters Score -1356009 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1356008.750000 Penalty: 4624.229492
	Iteration 44Q: 3 clusters Score -1356009 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1356014.875000 Penalty: 4624.229492
	Iteration 45Q: 3 clusters Score -1356015 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1356021.500000 Penalty: 4624.229492
	Iteration 46Q: 3 clusters Score -1356022 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1356028.000000 Penalty: 4624.229492
	Iteration 47Q: 3 clusters Score -1356028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1356029.125000 Penalty: 4624.229492
	Iteration 48Q: 3 clusters Score -1356029 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1356034.875000 Penalty: 4624.229492
	Iteration 49Q: 3 clusters Score -1356035 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1356038.875000 Penalty: 4624.229492
	Iteration 50Q: 3 clusters Score -1356039 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1356041.625000 Penalty: 4624.229492
	Iteration 51Q: 3 clusters Score -1356042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1356044.000000 Penalty: 4624.229492
	Iteration 52Q: 3 clusters Score -1356044 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1356047.625000 Penalty: 4624.229492
	Iteration 53Q: 3 clusters Score -1356048 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1356054.750000 Penalty: 4624.229492
	Iteration 54Q: 3 clusters Score -1356055 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1356055.625000 Penalty: 4624.229492
	Iteration 55Q: 3 clusters Score -1356056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1356062.375000 Penalty: 4624.229492
	Iteration 56Q: 3 clusters Score -1356062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1356064.500000 Penalty: 4624.229492
	Iteration 57Q: 3 clusters Score -1356064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1356063.375000 Penalty: 4624.229492
	Iteration 58Q: 3 clusters Score -1356063 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1356065.250000 Penalty: 4624.229492
	Iteration 59Q: 3 clusters Score -1356065 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1356070.375000 Penalty: 4624.229492
	Iteration 60F: 3 clusters Score -1356070 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1356079.000000 Penalty: 4624.229492
	Iteration 61Q: 3 clusters Score -1356079 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1356079.750000 Penalty: 4624.229492
	Iteration 62Q: 3 clusters Score -1356080 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1356089.625000 Penalty: 4624.229492
	Iteration 63Q: 3 clusters Score -1356090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1356089.000000 Penalty: 4624.229492
	Iteration 64Q: 3 clusters Score -1356089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1356096.000000 Penalty: 4624.229492
	Iteration 65Q: 3 clusters Score -1356096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1356097.250000 Penalty: 4624.229492
	Iteration 66Q: 3 clusters Score -1356097 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1356102.500000 Penalty: 4624.229492
	Iteration 67Q: 3 clusters Score -1356102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1356103.125000 Penalty: 4624.229492
	Iteration 68Q: 3 clusters Score -1356103 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1356110.875000 Penalty: 4624.229492
	Iteration 69Q: 3 clusters Score -1356111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1356113.250000 Penalty: 4624.229492
	Iteration 70Q: 3 clusters Score -1356113 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1356114.875000 Penalty: 4624.229492
	Iteration 71Q: 3 clusters Score -1356115 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1356116.875000 Penalty: 4624.229492
	Iteration 72Q: 3 clusters Score -1356117 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1356125.375000 Penalty: 4624.229492
	Iteration 73Q: 3 clusters Score -1356125 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1356135.125000 Penalty: 4624.229492
	Iteration 74Q: 3 clusters Score -1356135 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1356140.625000 Penalty: 4624.229492
	Iteration 75Q: 3 clusters Score -1356141 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1356146.000000 Penalty: 4624.229492
	Iteration 76Q: 3 clusters Score -1356146 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1356154.875000 Penalty: 4624.229492
	Iteration 77Q: 3 clusters Score -1356155 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1356161.500000 Penalty: 4624.229492
	Iteration 78Q: 3 clusters Score -1356162 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1356170.125000 Penalty: 4624.229492
	Iteration 79Q: 3 clusters Score -1356170 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1356180.000000 Penalty: 4624.229492
	Iteration 80F: 3 clusters Score -1356180 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1356185.250000 Penalty: 4624.229492
	Iteration 81Q: 3 clusters Score -1356185 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1356200.000000 Penalty: 4624.229492
	Iteration 82Q: 3 clusters Score -1356200 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1356211.250000 Penalty: 4624.229492
	Iteration 83Q: 3 clusters Score -1356211 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1356219.125000 Penalty: 4624.229492
	Iteration 84Q: 3 clusters Score -1356219 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1356224.250000 Penalty: 4624.229492
	Iteration 85Q: 3 clusters Score -1356224 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1356235.125000 Penalty: 4624.229492
	Iteration 86Q: 3 clusters Score -1356235 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1356249.750000 Penalty: 4624.229492
	Iteration 87Q: 3 clusters Score -1356250 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1356256.000000 Penalty: 4624.229492
	Iteration 88Q: 3 clusters Score -1356256 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1356262.125000 Penalty: 4624.229492
	Iteration 89Q: 3 clusters Score -1356262 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1356272.125000 Penalty: 4624.229492
	Iteration 90Q: 3 clusters Score -1356272 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1356278.500000 Penalty: 4624.229492
	Iteration 91Q: 3 clusters Score -1356278 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1356291.500000 Penalty: 4624.229492
	Iteration 92Q: 3 clusters Score -1356292 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1356298.500000 Penalty: 4624.229492
	Iteration 93Q: 3 clusters Score -1356298 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1356313.250000 Penalty: 4624.229492
	Iteration 94Q: 3 clusters Score -1356313 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1356330.125000 Penalty: 4624.229492
	Iteration 95Q: 3 clusters Score -1356330 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1356345.500000 Penalty: 4624.229492
	Iteration 96Q: 3 clusters Score -1356346 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1356357.125000 Penalty: 4624.229492
	Iteration 97Q: 3 clusters Score -1356357 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1356371.875000 Penalty: 4624.229492
	Iteration 98Q: 3 clusters Score -1356372 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1356382.875000 Penalty: 4624.229492
	Iteration 99Q: 3 clusters Score -1356383 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1356388.500000 Penalty: 4624.229492
	Iteration 100F: 3 clusters Score -1356388 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1356404.125000 Penalty: 4624.229492
	Iteration 101Q: 3 clusters Score -1356404 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1356413.125000 Penalty: 4624.229492
	Iteration 102Q: 3 clusters Score -1356413 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1356422.875000 Penalty: 4624.229492
	Iteration 103Q: 3 clusters Score -1356423 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1356433.250000 Penalty: 4624.229492
	Iteration 104Q: 3 clusters Score -1356433 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1356436.875000 Penalty: 4624.229492
	Iteration 105Q: 3 clusters Score -1356437 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1356446.125000 Penalty: 4624.229492
	Iteration 106Q: 3 clusters Score -1356446 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1356452.125000 Penalty: 4624.229492
	Iteration 107Q: 3 clusters Score -1356452 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1356459.500000 Penalty: 4624.229492
	Iteration 108Q: 3 clusters Score -1356460 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1356467.250000 Penalty: 4624.229492
	Iteration 109Q: 3 clusters Score -1356467 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1356479.375000 Penalty: 4624.229492
	Iteration 110Q: 3 clusters Score -1356479 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1356486.375000 Penalty: 4624.229492
	Iteration 111Q: 3 clusters Score -1356486 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1356498.000000 Penalty: 4624.229492
	Iteration 112Q: 3 clusters Score -1356498 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1356509.125000 Penalty: 4624.229492
	Iteration 113Q: 3 clusters Score -1356509 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1356516.000000 Penalty: 4624.229492
	Iteration 114Q: 3 clusters Score -1356516 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1356525.000000 Penalty: 4624.229492
	Iteration 115Q: 3 clusters Score -1356525 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1356527.500000 Penalty: 4624.229492
	Iteration 116Q: 3 clusters Score -1356528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1356538.000000 Penalty: 4624.229492
	Iteration 117Q: 3 clusters Score -1356538 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1356543.625000 Penalty: 4624.229492
	Iteration 118Q: 3 clusters Score -1356544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1356551.250000 Penalty: 4624.229492
	Iteration 119Q: 3 clusters Score -1356551 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1356556.000000 Penalty: 4624.229492
	Iteration 120F: 3 clusters Score -1356556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1356562.625000 Penalty: 4624.229492
	Iteration 121Q: 3 clusters Score -1356563 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1356565.750000 Penalty: 4624.229492
	Iteration 122Q: 3 clusters Score -1356566 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1356573.625000 Penalty: 4624.229492
	Iteration 123Q: 3 clusters Score -1356574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1356578.000000 Penalty: 4624.229492
	Iteration 124Q: 3 clusters Score -1356578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1356585.375000 Penalty: 4624.229492
	Iteration 125Q: 3 clusters Score -1356585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1356590.125000 Penalty: 4624.229492
	Iteration 126Q: 3 clusters Score -1356590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1356593.875000 Penalty: 4624.229492
	Iteration 127Q: 3 clusters Score -1356594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1356595.750000 Penalty: 4624.229492
	Iteration 128Q: 3 clusters Score -1356596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1356605.250000 Penalty: 4624.229492
	Iteration 129Q: 3 clusters Score -1356605 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1356612.750000 Penalty: 4624.229492
	Iteration 130Q: 3 clusters Score -1356613 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1356617.625000 Penalty: 4624.229492
	Iteration 131Q: 3 clusters Score -1356618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1356624.125000 Penalty: 4624.229492
	Iteration 132Q: 3 clusters Score -1356624 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1356635.250000 Penalty: 4624.229492
	Iteration 133Q: 3 clusters Score -1356635 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1356645.875000 Penalty: 4624.229492
	Iteration 134Q: 3 clusters Score -1356646 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1356657.750000 Penalty: 4624.229492
	Iteration 135Q: 3 clusters Score -1356658 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1356666.375000 Penalty: 4624.229492
	Iteration 136Q: 3 clusters Score -1356666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1356675.000000 Penalty: 4624.229492
	Iteration 137Q: 3 clusters Score -1356675 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1356684.375000 Penalty: 4624.229492
	Iteration 138Q: 3 clusters Score -1356684 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1356693.625000 Penalty: 4624.229492
	Iteration 139Q: 3 clusters Score -1356694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1356699.250000 Penalty: 4624.229492
	Iteration 140F: 3 clusters Score -1356699 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1356708.875000 Penalty: 4624.229492
	Iteration 141Q: 3 clusters Score -1356709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1356712.375000 Penalty: 4624.229492
	Iteration 142Q: 3 clusters Score -1356712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1356716.000000 Penalty: 4624.229492
	Iteration 143Q: 3 clusters Score -1356716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1356717.250000 Penalty: 4624.229492
	Iteration 144Q: 3 clusters Score -1356717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1356716.500000 Penalty: 4624.229492
	Iteration 145Q: 3 clusters Score -1356716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1356716.375000 Penalty: 4624.229492
	Iteration 146Q: 3 clusters Score -1356716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1356715.500000 Penalty: 4624.229492
	Iteration 147Q: 3 clusters Score -1356716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1356717.500000 Penalty: 4624.229492
	Iteration 148Q: 3 clusters Score -1356718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1356720.500000 Penalty: 4624.229492
	Iteration 149Q: 3 clusters Score -1356720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1356723.125000 Penalty: 4624.229492
	Iteration 150Q: 3 clusters Score -1356723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1356723.250000 Penalty: 4624.229492
	Iteration 151Q: 3 clusters Score -1356723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1356723.750000 Penalty: 4624.229492
	Iteration 152Q: 3 clusters Score -1356724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1356724.750000 Penalty: 4624.229492
	Iteration 153Q: 3 clusters Score -1356725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1356724.750000 Penalty: 4624.229492
	Iteration 154F: 3 clusters Score -1356725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Entering Unmasked Estep 
Score: -64211.621094 Penalty: 1627.836182
	Iteration 0F: 2 clusters Score -64211.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -62714.160156 Penalty: 3255.672363
	Iteration 0F: 3 clusters Score -62714.16 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -63612.886719 Penalty: 3255.672363
	Iteration 1F: 3 clusters Score -63612.89 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -64248.996094 Penalty: 3255.672363
	Iteration 2F: 3 clusters Score -64249 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -64526.960938 Penalty: 3255.672363
	Iteration 3F: 3 clusters Score -64526.96 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -64715.230469 Penalty: 3255.672363
	Iteration 4Q: 3 clusters Score -64715.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -64850.371094 Penalty: 3255.672363
	Iteration 5Q: 3 clusters Score -64850.37 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -65038.300781 Penalty: 3255.672363
	Iteration 6Q: 3 clusters Score -65038.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -65089.414062 Penalty: 3255.672363
	Iteration 7Q: 3 clusters Score -65089.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -65138.605469 Penalty: 3255.672363
	Iteration 8Q: 3 clusters Score -65138.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -65172.406250 Penalty: 3255.672363
	Iteration 9Q: 3 clusters Score -65172.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -65198.210938 Penalty: 3255.672363
	Iteration 10Q: 3 clusters Score -65198.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -65236.710938 Penalty: 3255.672363
	Iteration 11Q: 3 clusters Score -65236.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -65276.191406 Penalty: 3255.672363
	Iteration 12Q: 3 clusters Score -65276.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -65310.132812 Penalty: 3255.672363
	Iteration 13Q: 3 clusters Score -65310.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -65335.398438 Penalty: 3255.672363
	Iteration 14Q: 3 clusters Score -65335.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -65343.839844 Penalty: 3255.672363
	Iteration 15Q: 3 clusters Score -65343.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -65412.097656 Penalty: 3255.672363
	Iteration 16F: 3 clusters Score -65412.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -65717.812500 Penalty: 3255.672363
	Iteration 17Q: 3 clusters Score -65717.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -66073.078125 Penalty: 3255.672363
	Iteration 18Q: 3 clusters Score -66073.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -66099.617188 Penalty: 3255.672363
	Iteration 19Q: 3 clusters Score -66099.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -66099.617188 Penalty: 3255.672363
	Iteration 20F: 3 clusters Score -66099.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58533 members 
Mstep: Class 2 contains 156440 members 
Mstep: Class 3 contains 7362 members 
Mstep: Class 4 contains 179871 members 
Mstep: Class 5 contains 11193 members 
Mstep: Class 6 contains 388 members 
Mstep: Class 7 contains 31634 members 
Mstep: Class 8 contains 25953 members 
Mstep: Class 9 contains 187944 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38371 members 
Mstep: Class 12 contains 8773 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 8057 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10548 members 
Mstep: Class 17 contains 69895 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12389 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276834 members 
Mstep: Class 22 contains 41065 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283200 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21605 members 
Mstep: Class 27 contains 16668 members 
Mstep: Class 28 contains 11333 members 
Mstep: Class 29 contains 6346 members 
Mstep: Class 30 contains 38250 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8102 members 
Mstep: Class 34 contains 221725 members 
Mstep: Class 35 contains 170660 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10943 members 
Mstep: Class 39 contains 321 members 
Entering Unmasked Estep 
Score: -235412384.000000 Penalty: 140280.062500
Splitting cluster 6 changes total score from -235412896.000000 to -235412384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (31634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31634 members 
Entering Unmasked Estep 
Score: -3813928.000000 Penalty: 2569.772949
	Iteration 0F: 2 clusters Score -3813928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -3792210.750000 Penalty: 5139.545898
	Iteration 0F: 3 clusters Score -3792211 nChanged 14441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -3800059.500000 Penalty: 5139.545898
	Iteration 1F: 3 clusters Score -3800060 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -3800767.500000 Penalty: 5139.545898
	Iteration 2F: 3 clusters Score -3800768 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -3801566.500000 Penalty: 5139.545898
	Iteration 3F: 3 clusters Score -3801566 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -3802729.000000 Penalty: 5139.545898
	Iteration 4F: 3 clusters Score -3802729 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -3804194.000000 Penalty: 5139.545898
	Iteration 5F: 3 clusters Score -3804194 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -3805931.500000 Penalty: 5139.545898
	Iteration 6F: 3 clusters Score -3805932 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -3807684.250000 Penalty: 5139.545898
	Iteration 7F: 3 clusters Score -3807684 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -3809485.000000 Penalty: 5139.545898
	Iteration 8F: 3 clusters Score -3809485 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -3811325.000000 Penalty: 5139.545898
	Iteration 9F: 3 clusters Score -3811325 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -3812275.750000 Penalty: 5139.545898
	Iteration 10Q: 3 clusters Score -3812276 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -3812524.750000 Penalty: 5139.545898
	Iteration 11Q: 3 clusters Score -3812525 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -3812616.500000 Penalty: 5139.545898
	Iteration 12Q: 3 clusters Score -3812616 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -3812686.000000 Penalty: 5139.545898
	Iteration 13Q: 3 clusters Score -3812686 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -3812703.000000 Penalty: 5139.545898
	Iteration 14Q: 3 clusters Score -3812703 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -3812713.500000 Penalty: 5139.545898
	Iteration 15Q: 3 clusters Score -3812714 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -3812731.000000 Penalty: 5139.545898
	Iteration 16Q: 3 clusters Score -3812731 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -3812739.500000 Penalty: 5139.545898
	Iteration 17Q: 3 clusters Score -3812740 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -3812753.500000 Penalty: 5139.545898
	Iteration 18Q: 3 clusters Score -3812754 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -3812768.000000 Penalty: 5139.545898
	Iteration 19Q: 3 clusters Score -3812768 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -3812779.750000 Penalty: 5139.545898
	Iteration 20F: 3 clusters Score -3812780 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -3812783.000000 Penalty: 5139.545898
	Iteration 21Q: 3 clusters Score -3812783 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -3812782.750000 Penalty: 5139.545898
	Iteration 22Q: 3 clusters Score -3812783 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -3812785.250000 Penalty: 5139.545898
	Iteration 23Q: 3 clusters Score -3812785 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -3812796.000000 Penalty: 5139.545898
	Iteration 24Q: 3 clusters Score -3812796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -3812783.750000 Penalty: 5139.545898
	Iteration 25Q: 3 clusters Score -3812784 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -3812789.500000 Penalty: 5139.545898
	Iteration 26Q: 3 clusters Score -3812790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -3812794.250000 Penalty: 5139.545898
	Iteration 27Q: 3 clusters Score -3812794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -3812785.500000 Penalty: 5139.545898
	Iteration 28Q: 3 clusters Score -3812786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -3812787.250000 Penalty: 5139.545898
	Iteration 29Q: 3 clusters Score -3812787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -3812789.000000 Penalty: 5139.545898
	Iteration 30Q: 3 clusters Score -3812789 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -3812794.750000 Penalty: 5139.545898
	Iteration 31Q: 3 clusters Score -3812795 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -3812790.250000 Penalty: 5139.545898
	Iteration 32Q: 3 clusters Score -3812790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -3812792.250000 Penalty: 5139.545898
	Iteration 33Q: 3 clusters Score -3812792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -3812798.500000 Penalty: 5139.545898
	Iteration 34Q: 3 clusters Score -3812798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -3812799.250000 Penalty: 5139.545898
	Iteration 35Q: 3 clusters Score -3812799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -3812795.500000 Penalty: 5139.545898
	Iteration 36Q: 3 clusters Score -3812796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -3812793.750000 Penalty: 5139.545898
	Iteration 37Q: 3 clusters Score -3812794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -3812793.750000 Penalty: 5139.545898
	Iteration 38Q: 3 clusters Score -3812794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 24436 members 
Entering Unmasked Estep 
Score: -3812795.750000 Penalty: 5139.545898
	Iteration 39Q: 3 clusters Score -3812796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -3812791.750000 Penalty: 5139.545898
	Iteration 40F: 3 clusters Score -3812792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -3812789.500000 Penalty: 5139.545898
	Iteration 41Q: 3 clusters Score -3812790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -3812793.250000 Penalty: 5139.545898
	Iteration 42Q: 3 clusters Score -3812793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -3812793.500000 Penalty: 5139.545898
	Iteration 43Q: 3 clusters Score -3812794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -3812791.750000 Penalty: 5139.545898
	Iteration 44Q: 3 clusters Score -3812792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -3812787.500000 Penalty: 5139.545898
	Iteration 45Q: 3 clusters Score -3812788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 24453 members 
Entering Unmasked Estep 
Score: -3812789.500000 Penalty: 5139.545898
	Iteration 46Q: 3 clusters Score -3812790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -3812790.750000 Penalty: 5139.545898
	Iteration 47Q: 3 clusters Score -3812791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -3812795.750000 Penalty: 5139.545898
	Iteration 48Q: 3 clusters Score -3812796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -3812795.750000 Penalty: 5139.545898
	Iteration 49Q: 3 clusters Score -3812796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -3812795.750000 Penalty: 5139.545898
	Iteration 50Q: 3 clusters Score -3812796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -3812797.750000 Penalty: 5139.545898
	Iteration 51Q: 3 clusters Score -3812798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -3812792.000000 Penalty: 5139.545898
	Iteration 52Q: 3 clusters Score -3812792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -3812786.750000 Penalty: 5139.545898
	Iteration 53Q: 3 clusters Score -3812787 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -3812798.750000 Penalty: 5139.545898
	Iteration 54Q: 3 clusters Score -3812799 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -3812809.250000 Penalty: 5139.545898
	Iteration 55Q: 3 clusters Score -3812809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -3812806.000000 Penalty: 5139.545898
	Iteration 56Q: 3 clusters Score -3812806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -3812810.250000 Penalty: 5139.545898
	Iteration 57Q: 3 clusters Score -3812810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -3812818.750000 Penalty: 5139.545898
	Iteration 58Q: 3 clusters Score -3812819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -3812817.750000 Penalty: 5139.545898
	Iteration 59Q: 3 clusters Score -3812818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -3812816.750000 Penalty: 5139.545898
	Iteration 60F: 3 clusters Score -3812817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -3812817.250000 Penalty: 5139.545898
	Iteration 61Q: 3 clusters Score -3812817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -3812820.000000 Penalty: 5139.545898
	Iteration 62Q: 3 clusters Score -3812820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -3812818.000000 Penalty: 5139.545898
	Iteration 63Q: 3 clusters Score -3812818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -3812825.500000 Penalty: 5139.545898
	Iteration 64Q: 3 clusters Score -3812826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -3812824.750000 Penalty: 5139.545898
	Iteration 65Q: 3 clusters Score -3812825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -3812830.250000 Penalty: 5139.545898
	Iteration 66Q: 3 clusters Score -3812830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -3812827.250000 Penalty: 5139.545898
	Iteration 67Q: 3 clusters Score -3812827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -3812827.250000 Penalty: 5139.545898
	Iteration 68Q: 3 clusters Score -3812827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -3812830.500000 Penalty: 5139.545898
	Iteration 69Q: 3 clusters Score -3812830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -3812824.500000 Penalty: 5139.545898
	Iteration 70Q: 3 clusters Score -3812824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -3812820.250000 Penalty: 5139.545898
	Iteration 71Q: 3 clusters Score -3812820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -3812826.000000 Penalty: 5139.545898
	Iteration 72Q: 3 clusters Score -3812826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -3812826.500000 Penalty: 5139.545898
	Iteration 73Q: 3 clusters Score -3812826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -3812828.250000 Penalty: 5139.545898
	Iteration 74Q: 3 clusters Score -3812828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -3812829.250000 Penalty: 5139.545898
	Iteration 75Q: 3 clusters Score -3812829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -3812825.500000 Penalty: 5139.545898
	Iteration 76Q: 3 clusters Score -3812826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -3812824.500000 Penalty: 5139.545898
	Iteration 77Q: 3 clusters Score -3812824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -3812824.500000 Penalty: 5139.545898
	Iteration 78F: 3 clusters Score -3812824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (25953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Entering Unmasked Estep 
Score: -3138025.000000 Penalty: 2520.682617
	Iteration 0F: 2 clusters Score -3138025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -3120062.500000 Penalty: 5041.365234
	Iteration 0F: 3 clusters Score -3120062 nChanged 11676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -3126529.250000 Penalty: 5041.365234
	Iteration 1F: 3 clusters Score -3126529 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -3127066.250000 Penalty: 5041.365234
	Iteration 2F: 3 clusters Score -3127066 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -3127603.500000 Penalty: 5041.365234
	Iteration 3Q: 3 clusters Score -3127604 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -3128202.750000 Penalty: 5041.365234
	Iteration 4Q: 3 clusters Score -3128203 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -3128820.500000 Penalty: 5041.365234
	Iteration 5Q: 3 clusters Score -3128820 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -3129386.000000 Penalty: 5041.365234
	Iteration 6Q: 3 clusters Score -3129386 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -3130038.250000 Penalty: 5041.365234
	Iteration 7Q: 3 clusters Score -3130038 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -3130617.000000 Penalty: 5041.365234
	Iteration 8Q: 3 clusters Score -3130617 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -3131201.000000 Penalty: 5041.365234
	Iteration 9Q: 3 clusters Score -3131201 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -3131762.750000 Penalty: 5041.365234
	Iteration 10Q: 3 clusters Score -3131763 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -3132239.750000 Penalty: 5041.365234
	Iteration 11Q: 3 clusters Score -3132240 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -3132565.250000 Penalty: 5041.365234
	Iteration 12Q: 3 clusters Score -3132565 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -3132772.250000 Penalty: 5041.365234
	Iteration 13Q: 3 clusters Score -3132772 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -3132927.750000 Penalty: 5041.365234
	Iteration 14Q: 3 clusters Score -3132928 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -3133026.000000 Penalty: 5041.365234
	Iteration 15Q: 3 clusters Score -3133026 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -3133114.750000 Penalty: 5041.365234
	Iteration 16Q: 3 clusters Score -3133115 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -3133236.250000 Penalty: 5041.365234
	Iteration 17Q: 3 clusters Score -3133236 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -3133312.250000 Penalty: 5041.365234
	Iteration 18Q: 3 clusters Score -3133312 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -3133380.750000 Penalty: 5041.365234
	Iteration 19Q: 3 clusters Score -3133381 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -3133481.500000 Penalty: 5041.365234
	Iteration 20F: 3 clusters Score -3133482 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -3133600.000000 Penalty: 5041.365234
	Iteration 21Q: 3 clusters Score -3133600 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -3133674.250000 Penalty: 5041.365234
	Iteration 22Q: 3 clusters Score -3133674 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -3133765.750000 Penalty: 5041.365234
	Iteration 23Q: 3 clusters Score -3133766 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -3133878.750000 Penalty: 5041.365234
	Iteration 24Q: 3 clusters Score -3133879 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -3133976.250000 Penalty: 5041.365234
	Iteration 25Q: 3 clusters Score -3133976 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -3134090.250000 Penalty: 5041.365234
	Iteration 26Q: 3 clusters Score -3134090 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -3134207.750000 Penalty: 5041.365234
	Iteration 27Q: 3 clusters Score -3134208 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -3134317.250000 Penalty: 5041.365234
	Iteration 28Q: 3 clusters Score -3134317 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -3134411.250000 Penalty: 5041.365234
	Iteration 29Q: 3 clusters Score -3134411 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -3134514.000000 Penalty: 5041.365234
	Iteration 30Q: 3 clusters Score -3134514 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -3134639.750000 Penalty: 5041.365234
	Iteration 31Q: 3 clusters Score -3134640 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -3134718.500000 Penalty: 5041.365234
	Iteration 32Q: 3 clusters Score -3134718 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -3134818.000000 Penalty: 5041.365234
	Iteration 33Q: 3 clusters Score -3134818 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -3134908.500000 Penalty: 5041.365234
	Iteration 34Q: 3 clusters Score -3134908 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -3134988.250000 Penalty: 5041.365234
	Iteration 35Q: 3 clusters Score -3134988 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -3135058.500000 Penalty: 5041.365234
	Iteration 36Q: 3 clusters Score -3135058 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -3135119.000000 Penalty: 5041.365234
	Iteration 37Q: 3 clusters Score -3135119 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -3135170.250000 Penalty: 5041.365234
	Iteration 38Q: 3 clusters Score -3135170 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -3135224.250000 Penalty: 5041.365234
	Iteration 39Q: 3 clusters Score -3135224 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -3135269.750000 Penalty: 5041.365234
	Iteration 40F: 3 clusters Score -3135270 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -3135310.750000 Penalty: 5041.365234
	Iteration 41Q: 3 clusters Score -3135311 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -3135350.750000 Penalty: 5041.365234
	Iteration 42Q: 3 clusters Score -3135351 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -3135390.250000 Penalty: 5041.365234
	Iteration 43Q: 3 clusters Score -3135390 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -3135430.000000 Penalty: 5041.365234
	Iteration 44Q: 3 clusters Score -3135430 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -3135481.500000 Penalty: 5041.365234
	Iteration 45Q: 3 clusters Score -3135482 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -3135503.500000 Penalty: 5041.365234
	Iteration 46Q: 3 clusters Score -3135504 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -3135526.500000 Penalty: 5041.365234
	Iteration 47Q: 3 clusters Score -3135526 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -3135560.500000 Penalty: 5041.365234
	Iteration 48Q: 3 clusters Score -3135560 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -3135578.500000 Penalty: 5041.365234
	Iteration 49Q: 3 clusters Score -3135578 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -3135599.500000 Penalty: 5041.365234
	Iteration 50Q: 3 clusters Score -3135600 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -3135621.000000 Penalty: 5041.365234
	Iteration 51Q: 3 clusters Score -3135621 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -3135652.000000 Penalty: 5041.365234
	Iteration 52Q: 3 clusters Score -3135652 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -3135680.250000 Penalty: 5041.365234
	Iteration 53Q: 3 clusters Score -3135680 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -3135698.500000 Penalty: 5041.365234
	Iteration 54Q: 3 clusters Score -3135698 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -3135727.500000 Penalty: 5041.365234
	Iteration 55Q: 3 clusters Score -3135728 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -3135736.750000 Penalty: 5041.365234
	Iteration 56Q: 3 clusters Score -3135737 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -3135758.250000 Penalty: 5041.365234
	Iteration 57Q: 3 clusters Score -3135758 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -3135766.750000 Penalty: 5041.365234
	Iteration 58Q: 3 clusters Score -3135767 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -3135795.750000 Penalty: 5041.365234
	Iteration 59Q: 3 clusters Score -3135796 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -3135810.250000 Penalty: 5041.365234
	Iteration 60F: 3 clusters Score -3135810 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -3135825.000000 Penalty: 5041.365234
	Iteration 61Q: 3 clusters Score -3135825 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -3135839.750000 Penalty: 5041.365234
	Iteration 62Q: 3 clusters Score -3135840 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -3135839.000000 Penalty: 5041.365234
	Iteration 63Q: 3 clusters Score -3135839 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -3135848.250000 Penalty: 5041.365234
	Iteration 64Q: 3 clusters Score -3135848 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -3135866.750000 Penalty: 5041.365234
	Iteration 65Q: 3 clusters Score -3135867 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -3135884.500000 Penalty: 5041.365234
	Iteration 66Q: 3 clusters Score -3135884 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -3135896.500000 Penalty: 5041.365234
	Iteration 67Q: 3 clusters Score -3135896 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -3135909.500000 Penalty: 5041.365234
	Iteration 68Q: 3 clusters Score -3135910 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -3135918.750000 Penalty: 5041.365234
	Iteration 69Q: 3 clusters Score -3135919 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -3135928.250000 Penalty: 5041.365234
	Iteration 70Q: 3 clusters Score -3135928 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -3135942.500000 Penalty: 5041.365234
	Iteration 71Q: 3 clusters Score -3135942 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -3135959.250000 Penalty: 5041.365234
	Iteration 72Q: 3 clusters Score -3135959 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -3135977.500000 Penalty: 5041.365234
	Iteration 73Q: 3 clusters Score -3135978 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -3135983.500000 Penalty: 5041.365234
	Iteration 74Q: 3 clusters Score -3135984 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -3136000.750000 Penalty: 5041.365234
	Iteration 75Q: 3 clusters Score -3136001 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -3136017.000000 Penalty: 5041.365234
	Iteration 76Q: 3 clusters Score -3136017 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -3136028.750000 Penalty: 5041.365234
	Iteration 77Q: 3 clusters Score -3136029 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -3136033.250000 Penalty: 5041.365234
	Iteration 78Q: 3 clusters Score -3136033 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -3136047.500000 Penalty: 5041.365234
	Iteration 79Q: 3 clusters Score -3136048 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -3136051.250000 Penalty: 5041.365234
	Iteration 80F: 3 clusters Score -3136051 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -3136060.500000 Penalty: 5041.365234
	Iteration 81Q: 3 clusters Score -3136060 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -3136066.500000 Penalty: 5041.365234
	Iteration 82Q: 3 clusters Score -3136066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -3136059.250000 Penalty: 5041.365234
	Iteration 83Q: 3 clusters Score -3136059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -3136061.000000 Penalty: 5041.365234
	Iteration 84Q: 3 clusters Score -3136061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -3136064.750000 Penalty: 5041.365234
	Iteration 85Q: 3 clusters Score -3136065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -3136067.750000 Penalty: 5041.365234
	Iteration 86Q: 3 clusters Score -3136068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -3136075.250000 Penalty: 5041.365234
	Iteration 87Q: 3 clusters Score -3136075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -3136083.750000 Penalty: 5041.365234
	Iteration 88Q: 3 clusters Score -3136084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -3136082.250000 Penalty: 5041.365234
	Iteration 89Q: 3 clusters Score -3136082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3136092.750000 Penalty: 5041.365234
	Iteration 90Q: 3 clusters Score -3136093 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3136092.500000 Penalty: 5041.365234
	Iteration 91Q: 3 clusters Score -3136092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -3136091.250000 Penalty: 5041.365234
	Iteration 92Q: 3 clusters Score -3136091 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -3136099.000000 Penalty: 5041.365234
	Iteration 93Q: 3 clusters Score -3136099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -3136100.750000 Penalty: 5041.365234
	Iteration 94Q: 3 clusters Score -3136101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -3136097.750000 Penalty: 5041.365234
	Iteration 95Q: 3 clusters Score -3136098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -3136094.000000 Penalty: 5041.365234
	Iteration 96Q: 3 clusters Score -3136094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -3136103.000000 Penalty: 5041.365234
	Iteration 97Q: 3 clusters Score -3136103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -3136098.750000 Penalty: 5041.365234
	Iteration 98Q: 3 clusters Score -3136099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -3136099.000000 Penalty: 5041.365234
	Iteration 99Q: 3 clusters Score -3136099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -3136104.250000 Penalty: 5041.365234
	Iteration 100F: 3 clusters Score -3136104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -3136101.250000 Penalty: 5041.365234
	Iteration 101Q: 3 clusters Score -3136101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -3136103.250000 Penalty: 5041.365234
	Iteration 102Q: 3 clusters Score -3136103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -3136099.750000 Penalty: 5041.365234
	Iteration 103Q: 3 clusters Score -3136100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3136104.000000 Penalty: 5041.365234
	Iteration 104Q: 3 clusters Score -3136104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -3136109.000000 Penalty: 5041.365234
	Iteration 105Q: 3 clusters Score -3136109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -3136106.000000 Penalty: 5041.365234
	Iteration 106Q: 3 clusters Score -3136106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -3136112.750000 Penalty: 5041.365234
	Iteration 107Q: 3 clusters Score -3136113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -3136111.750000 Penalty: 5041.365234
	Iteration 108Q: 3 clusters Score -3136112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -3136112.750000 Penalty: 5041.365234
	Iteration 109Q: 3 clusters Score -3136113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -3136115.000000 Penalty: 5041.365234
	Iteration 110Q: 3 clusters Score -3136115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -3136115.000000 Penalty: 5041.365234
	Iteration 111F: 3 clusters Score -3136115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (187944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187944 members 
Entering Unmasked Estep 
Score: -22389202.000000 Penalty: 3011.687012
	Iteration 0F: 2 clusters Score -2.23892e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94057 members 
Mstep: Class 2 contains 93887 members 
Entering Unmasked Estep 
Score: -22263790.000000 Penalty: 6023.374023
	Iteration 0F: 3 clusters Score -2.226379e+07 nChanged 90313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96366 members 
Mstep: Class 2 contains 91578 members 
Entering Unmasked Estep 
Score: -22315658.000000 Penalty: 6023.374023
	Iteration 1F: 3 clusters Score -2.231566e+07 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97971 members 
Mstep: Class 2 contains 89973 members 
Entering Unmasked Estep 
Score: -22316800.000000 Penalty: 6023.374023
	Iteration 2Q: 3 clusters Score -2.23168e+07 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100401 members 
Mstep: Class 2 contains 87543 members 
Entering Unmasked Estep 
Score: -22317960.000000 Penalty: 6023.374023
	Iteration 3Q: 3 clusters Score -2.231796e+07 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104010 members 
Mstep: Class 2 contains 83934 members 
Entering Unmasked Estep 
Score: -22319554.000000 Penalty: 6023.374023
	Iteration 4Q: 3 clusters Score -2.231955e+07 nChanged 7062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109414 members 
Mstep: Class 2 contains 78530 members 
Entering Unmasked Estep 
Score: -22321784.000000 Penalty: 6023.374023
	Iteration 5Q: 3 clusters Score -2.232178e+07 nChanged 8849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117253 members 
Mstep: Class 2 contains 70691 members 
Entering Unmasked Estep 
Score: -22325882.000000 Penalty: 6023.374023
	Iteration 6Q: 3 clusters Score -2.232588e+07 nChanged 11551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128260 members 
Mstep: Class 2 contains 59684 members 
Entering Unmasked Estep 
Score: -22332846.000000 Penalty: 6023.374023
	Iteration 7F: 3 clusters Score -2.233285e+07 nChanged 14421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142463 members 
Mstep: Class 2 contains 45481 members 
Entering Unmasked Estep 
Score: -22343710.000000 Penalty: 6023.374023
	Iteration 8F: 3 clusters Score -2.234371e+07 nChanged 16081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158466 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -22357914.000000 Penalty: 6023.374023
	Iteration 9F: 3 clusters Score -2.235791e+07 nChanged 14372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172834 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -22372080.000000 Penalty: 6023.374023
	Iteration 10F: 3 clusters Score -2.237208e+07 nChanged 9094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181928 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -22381114.000000 Penalty: 6023.374023
	Iteration 11Q: 3 clusters Score -2.238111e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185809 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -22384768.000000 Penalty: 6023.374023
	Iteration 12Q: 3 clusters Score -2.238477e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187125 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -22385866.000000 Penalty: 6023.374023
	Iteration 13Q: 3 clusters Score -2.238587e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187499 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -22386284.000000 Penalty: 6023.374023
	Iteration 14Q: 3 clusters Score -2.238628e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187614 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -22386392.000000 Penalty: 6023.374023
	Iteration 15Q: 3 clusters Score -2.238639e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187664 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -22386492.000000 Penalty: 6023.374023
	Iteration 16Q: 3 clusters Score -2.238649e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187684 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -22386514.000000 Penalty: 6023.374023
	Iteration 17Q: 3 clusters Score -2.238651e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187695 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -22386540.000000 Penalty: 6023.374023
	Iteration 18Q: 3 clusters Score -2.238654e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187702 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -22386572.000000 Penalty: 6023.374023
	Iteration 19Q: 3 clusters Score -2.238657e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187711 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -22386566.000000 Penalty: 6023.374023
	Iteration 20F: 3 clusters Score -2.238657e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187715 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -22386584.000000 Penalty: 6023.374023
	Iteration 21Q: 3 clusters Score -2.238658e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187715 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -22386586.000000 Penalty: 6023.374023
	Iteration 22Q: 3 clusters Score -2.238659e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187713 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -22386600.000000 Penalty: 6023.374023
	Iteration 23Q: 3 clusters Score -2.23866e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187714 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -22386592.000000 Penalty: 6023.374023
	Iteration 24Q: 3 clusters Score -2.238659e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187713 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -22386596.000000 Penalty: 6023.374023
	Iteration 25Q: 3 clusters Score -2.23866e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187711 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -22386598.000000 Penalty: 6023.374023
	Iteration 26Q: 3 clusters Score -2.23866e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187713 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -22386582.000000 Penalty: 6023.374023
	Iteration 27Q: 3 clusters Score -2.238658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187713 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -22386596.000000 Penalty: 6023.374023
	Iteration 28Q: 3 clusters Score -2.23866e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187714 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -22386608.000000 Penalty: 6023.374023
	Iteration 29Q: 3 clusters Score -2.238661e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187715 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -22386608.000000 Penalty: 6023.374023
	Iteration 30Q: 3 clusters Score -2.238661e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187716 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -22386612.000000 Penalty: 6023.374023
	Iteration 31Q: 3 clusters Score -2.238661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187718 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -22386610.000000 Penalty: 6023.374023
	Iteration 32Q: 3 clusters Score -2.238661e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187719 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -22386612.000000 Penalty: 6023.374023
	Iteration 33Q: 3 clusters Score -2.238661e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187719 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -22386612.000000 Penalty: 6023.374023
	Iteration 34F: 3 clusters Score -2.238661e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Entering Unmasked Estep 
Score: -797019.875000 Penalty: 2179.306152
	Iteration 0F: 2 clusters Score -797019.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -791506.250000 Penalty: 4358.612305
	Iteration 0F: 3 clusters Score -791506.2 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -792990.812500 Penalty: 4358.612305
	Iteration 1F: 3 clusters Score -792990.8 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -793370.812500 Penalty: 4358.612305
	Iteration 2F: 3 clusters Score -793370.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -793851.937500 Penalty: 4358.612305
	Iteration 3F: 3 clusters Score -793851.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -794281.562500 Penalty: 4358.612305
	Iteration 4F: 3 clusters Score -794281.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -794695.437500 Penalty: 4358.612305
	Iteration 5F: 3 clusters Score -794695.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -795069.312500 Penalty: 4358.612305
	Iteration 6F: 3 clusters Score -795069.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -795392.687500 Penalty: 4358.612305
	Iteration 7F: 3 clusters Score -795392.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -795655.625000 Penalty: 4358.612305
	Iteration 8F: 3 clusters Score -795655.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -795832.875000 Penalty: 4358.612305
	Iteration 9Q: 3 clusters Score -795832.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -795967.187500 Penalty: 4358.612305
	Iteration 10Q: 3 clusters Score -795967.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -796081.312500 Penalty: 4358.612305
	Iteration 11Q: 3 clusters Score -796081.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -796156.062500 Penalty: 4358.612305
	Iteration 12Q: 3 clusters Score -796156.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -796230.812500 Penalty: 4358.612305
	Iteration 13Q: 3 clusters Score -796230.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -796298.750000 Penalty: 4358.612305
	Iteration 14Q: 3 clusters Score -796298.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -796358.750000 Penalty: 4358.612305
	Iteration 15Q: 3 clusters Score -796358.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -796401.437500 Penalty: 4358.612305
	Iteration 16Q: 3 clusters Score -796401.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -796428.812500 Penalty: 4358.612305
	Iteration 17Q: 3 clusters Score -796428.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -796444.937500 Penalty: 4358.612305
	Iteration 18Q: 3 clusters Score -796444.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -796465.500000 Penalty: 4358.612305
	Iteration 19Q: 3 clusters Score -796465.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -796479.437500 Penalty: 4358.612305
	Iteration 20F: 3 clusters Score -796479.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -796495.500000 Penalty: 4358.612305
	Iteration 21Q: 3 clusters Score -796495.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -796513.812500 Penalty: 4358.612305
	Iteration 22Q: 3 clusters Score -796513.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -796526.187500 Penalty: 4358.612305
	Iteration 23Q: 3 clusters Score -796526.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -796533.000000 Penalty: 4358.612305
	Iteration 24Q: 3 clusters Score -796533 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -796537.937500 Penalty: 4358.612305
	Iteration 25Q: 3 clusters Score -796537.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -796544.687500 Penalty: 4358.612305
	Iteration 26Q: 3 clusters Score -796544.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -796546.250000 Penalty: 4358.612305
	Iteration 27Q: 3 clusters Score -796546.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -796548.125000 Penalty: 4358.612305
	Iteration 28Q: 3 clusters Score -796548.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -796552.125000 Penalty: 4358.612305
	Iteration 29Q: 3 clusters Score -796552.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -796557.625000 Penalty: 4358.612305
	Iteration 30Q: 3 clusters Score -796557.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -796560.062500 Penalty: 4358.612305
	Iteration 31Q: 3 clusters Score -796560.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -796560.062500 Penalty: 4358.612305
	Iteration 32F: 3 clusters Score -796560.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (38371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38371 members 
Entering Unmasked Estep 
Score: -4555342.500000 Penalty: 2617.654297
	Iteration 0F: 2 clusters Score -4555342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -4529323.500000 Penalty: 5235.308594
	Iteration 0F: 3 clusters Score -4529324 nChanged 17541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -4539140.000000 Penalty: 5235.308594
	Iteration 1F: 3 clusters Score -4539140 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -4539865.500000 Penalty: 5235.308594
	Iteration 2F: 3 clusters Score -4539866 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -4540669.000000 Penalty: 5235.308594
	Iteration 3Q: 3 clusters Score -4540669 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -4541627.000000 Penalty: 5235.308594
	Iteration 4F: 3 clusters Score -4541627 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -4542747.500000 Penalty: 5235.308594
	Iteration 5F: 3 clusters Score -4542748 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -4544038.500000 Penalty: 5235.308594
	Iteration 6F: 3 clusters Score -4544038 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -4545390.000000 Penalty: 5235.308594
	Iteration 7F: 3 clusters Score -4545390 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -4546622.000000 Penalty: 5235.308594
	Iteration 8F: 3 clusters Score -4546622 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -4547718.500000 Penalty: 5235.308594
	Iteration 9Q: 3 clusters Score -4547718 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 29976 members 
Entering Unmasked Estep 
Score: -4548642.000000 Penalty: 5235.308594
	Iteration 10Q: 3 clusters Score -4548642 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 31318 members 
Entering Unmasked Estep 
Score: -4549394.500000 Penalty: 5235.308594
	Iteration 11Q: 3 clusters Score -4549394 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 32438 members 
Entering Unmasked Estep 
Score: -4550051.000000 Penalty: 5235.308594
	Iteration 12Q: 3 clusters Score -4550051 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 33455 members 
Entering Unmasked Estep 
Score: -4550643.500000 Penalty: 5235.308594
	Iteration 13Q: 3 clusters Score -4550644 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 34338 members 
Entering Unmasked Estep 
Score: -4551136.000000 Penalty: 5235.308594
	Iteration 14Q: 3 clusters Score -4551136 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 35088 members 
Entering Unmasked Estep 
Score: -4551553.000000 Penalty: 5235.308594
	Iteration 15Q: 3 clusters Score -4551553 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 35690 members 
Entering Unmasked Estep 
Score: -4551920.000000 Penalty: 5235.308594
	Iteration 16Q: 3 clusters Score -4551920 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 36154 members 
Entering Unmasked Estep 
Score: -4552175.000000 Penalty: 5235.308594
	Iteration 17Q: 3 clusters Score -4552175 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 36533 members 
Entering Unmasked Estep 
Score: -4552404.500000 Penalty: 5235.308594
	Iteration 18Q: 3 clusters Score -4552404 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 36813 members 
Entering Unmasked Estep 
Score: -4552561.000000 Penalty: 5235.308594
	Iteration 19Q: 3 clusters Score -4552561 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -4552678.000000 Penalty: 5235.308594
	Iteration 20F: 3 clusters Score -4552678 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -4552788.500000 Penalty: 5235.308594
	Iteration 21Q: 3 clusters Score -4552788 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 37285 members 
Entering Unmasked Estep 
Score: -4552859.500000 Penalty: 5235.308594
	Iteration 22Q: 3 clusters Score -4552860 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 37379 members 
Entering Unmasked Estep 
Score: -4552914.000000 Penalty: 5235.308594
	Iteration 23Q: 3 clusters Score -4552914 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 37443 members 
Entering Unmasked Estep 
Score: -4552966.500000 Penalty: 5235.308594
	Iteration 24Q: 3 clusters Score -4552966 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 37495 members 
Entering Unmasked Estep 
Score: -4553000.500000 Penalty: 5235.308594
	Iteration 25Q: 3 clusters Score -4553000 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 37530 members 
Entering Unmasked Estep 
Score: -4553017.500000 Penalty: 5235.308594
	Iteration 26Q: 3 clusters Score -4553018 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 37557 members 
Entering Unmasked Estep 
Score: -4553041.000000 Penalty: 5235.308594
	Iteration 27Q: 3 clusters Score -4553041 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 37578 members 
Entering Unmasked Estep 
Score: -4553049.000000 Penalty: 5235.308594
	Iteration 28Q: 3 clusters Score -4553049 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 37594 members 
Entering Unmasked Estep 
Score: -4553062.000000 Penalty: 5235.308594
	Iteration 29Q: 3 clusters Score -4553062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 37610 members 
Entering Unmasked Estep 
Score: -4553077.500000 Penalty: 5235.308594
	Iteration 30Q: 3 clusters Score -4553078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 37627 members 
Entering Unmasked Estep 
Score: -4553093.500000 Penalty: 5235.308594
	Iteration 31Q: 3 clusters Score -4553094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 37639 members 
Entering Unmasked Estep 
Score: -4553102.000000 Penalty: 5235.308594
	Iteration 32Q: 3 clusters Score -4553102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 37650 members 
Entering Unmasked Estep 
Score: -4553104.500000 Penalty: 5235.308594
	Iteration 33Q: 3 clusters Score -4553104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 37656 members 
Entering Unmasked Estep 
Score: -4553113.000000 Penalty: 5235.308594
	Iteration 34Q: 3 clusters Score -4553113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -4553117.000000 Penalty: 5235.308594
	Iteration 35Q: 3 clusters Score -4553117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
Score: -4553121.000000 Penalty: 5235.308594
	Iteration 36Q: 3 clusters Score -4553121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 37670 members 
Entering Unmasked Estep 
Score: -4553121.500000 Penalty: 5235.308594
	Iteration 37Q: 3 clusters Score -4553122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 37678 members 
Entering Unmasked Estep 
Score: -4553119.000000 Penalty: 5235.308594
	Iteration 38Q: 3 clusters Score -4553119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -4553119.000000 Penalty: 5235.308594
	Iteration 39Q: 3 clusters Score -4553119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 37689 members 
Entering Unmasked Estep 
Score: -4553130.000000 Penalty: 5235.308594
	Iteration 40F: 3 clusters Score -4553130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -4553133.500000 Penalty: 5235.308594
	Iteration 41Q: 3 clusters Score -4553134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -4553133.500000 Penalty: 5235.308594
	Iteration 42F: 3 clusters Score -4553134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Entering Unmasked Estep 
Score: -1003519.500000 Penalty: 2251.699707
	Iteration 0F: 2 clusters Score -1003520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -996725.875000 Penalty: 4503.399414
	Iteration 0F: 3 clusters Score -996725.9 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -998847.000000 Penalty: 4503.399414
	Iteration 1F: 3 clusters Score -998847 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -999342.500000 Penalty: 4503.399414
	Iteration 2F: 3 clusters Score -999342.5 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -999873.375000 Penalty: 4503.399414
	Iteration 3F: 3 clusters Score -999873.4 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1000377.250000 Penalty: 4503.399414
	Iteration 4F: 3 clusters Score -1000377 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1000768.250000 Penalty: 4503.399414
	Iteration 5F: 3 clusters Score -1000768 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1001074.375000 Penalty: 4503.399414
	Iteration 6F: 3 clusters Score -1001074 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1001327.312500 Penalty: 4503.399414
	Iteration 7Q: 3 clusters Score -1001327 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1001529.750000 Penalty: 4503.399414
	Iteration 8Q: 3 clusters Score -1001530 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1001687.375000 Penalty: 4503.399414
	Iteration 9Q: 3 clusters Score -1001687 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1001839.312500 Penalty: 4503.399414
	Iteration 10Q: 3 clusters Score -1001839 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1001973.937500 Penalty: 4503.399414
	Iteration 11Q: 3 clusters Score -1001974 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1002071.812500 Penalty: 4503.399414
	Iteration 12Q: 3 clusters Score -1002072 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1002144.500000 Penalty: 4503.399414
	Iteration 13Q: 3 clusters Score -1002144 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1002207.375000 Penalty: 4503.399414
	Iteration 14Q: 3 clusters Score -1002207 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1002251.875000 Penalty: 4503.399414
	Iteration 15Q: 3 clusters Score -1002252 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1002289.375000 Penalty: 4503.399414
	Iteration 16Q: 3 clusters Score -1002289 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1002308.187500 Penalty: 4503.399414
	Iteration 17Q: 3 clusters Score -1002308 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1002331.125000 Penalty: 4503.399414
	Iteration 18Q: 3 clusters Score -1002331 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1002347.812500 Penalty: 4503.399414
	Iteration 19Q: 3 clusters Score -1002348 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1002365.937500 Penalty: 4503.399414
	Iteration 20F: 3 clusters Score -1002366 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1002375.375000 Penalty: 4503.399414
	Iteration 21Q: 3 clusters Score -1002375 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1002387.937500 Penalty: 4503.399414
	Iteration 22Q: 3 clusters Score -1002388 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1002403.500000 Penalty: 4503.399414
	Iteration 23Q: 3 clusters Score -1002404 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1002412.875000 Penalty: 4503.399414
	Iteration 24Q: 3 clusters Score -1002413 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1002422.937500 Penalty: 4503.399414
	Iteration 25Q: 3 clusters Score -1002423 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1002437.125000 Penalty: 4503.399414
	Iteration 26Q: 3 clusters Score -1002437 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1002440.750000 Penalty: 4503.399414
	Iteration 27Q: 3 clusters Score -1002441 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1002447.062500 Penalty: 4503.399414
	Iteration 28Q: 3 clusters Score -1002447 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1002447.687500 Penalty: 4503.399414
	Iteration 29Q: 3 clusters Score -1002448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1002452.000000 Penalty: 4503.399414
	Iteration 30Q: 3 clusters Score -1002452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1002455.125000 Penalty: 4503.399414
	Iteration 31Q: 3 clusters Score -1002455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1002461.562500 Penalty: 4503.399414
	Iteration 32Q: 3 clusters Score -1002462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1002462.437500 Penalty: 4503.399414
	Iteration 33Q: 3 clusters Score -1002462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1002462.500000 Penalty: 4503.399414
	Iteration 34Q: 3 clusters Score -1002462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1002465.312500 Penalty: 4503.399414
	Iteration 35Q: 3 clusters Score -1002465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1002467.687500 Penalty: 4503.399414
	Iteration 36Q: 3 clusters Score -1002468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1002468.437500 Penalty: 4503.399414
	Iteration 37Q: 3 clusters Score -1002468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1002472.500000 Penalty: 4503.399414
	Iteration 38Q: 3 clusters Score -1002472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1002474.250000 Penalty: 4503.399414
	Iteration 39Q: 3 clusters Score -1002474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1002475.125000 Penalty: 4503.399414
	Iteration 40F: 3 clusters Score -1002475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1002477.437500 Penalty: 4503.399414
	Iteration 41Q: 3 clusters Score -1002477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1002476.062500 Penalty: 4503.399414
	Iteration 42Q: 3 clusters Score -1002476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1002476.125000 Penalty: 4503.399414
	Iteration 43Q: 3 clusters Score -1002476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1002476.125000 Penalty: 4503.399414
	Iteration 44F: 3 clusters Score -1002476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Entering Unmasked Estep 
Score: -1205118.375000 Penalty: 2296.335205
	Iteration 0F: 2 clusters Score -1205118 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 5310 members 
Entering Unmasked Estep 
Score: -1196960.000000 Penalty: 4592.670410
	Iteration 0F: 3 clusters Score -1196960 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1199438.625000 Penalty: 4592.670410
	Iteration 1F: 3 clusters Score -1199439 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1199917.875000 Penalty: 4592.670410
	Iteration 2F: 3 clusters Score -1199918 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1200421.000000 Penalty: 4592.670410
	Iteration 3F: 3 clusters Score -1200421 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1200949.000000 Penalty: 4592.670410
	Iteration 4F: 3 clusters Score -1200949 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1201498.750000 Penalty: 4592.670410
	Iteration 5F: 3 clusters Score -1201499 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1201991.000000 Penalty: 4592.670410
	Iteration 6F: 3 clusters Score -1201991 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1202407.750000 Penalty: 4592.670410
	Iteration 7F: 3 clusters Score -1202408 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1202725.250000 Penalty: 4592.670410
	Iteration 8Q: 3 clusters Score -1202725 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1202966.500000 Penalty: 4592.670410
	Iteration 9Q: 3 clusters Score -1202966 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1203169.875000 Penalty: 4592.670410
	Iteration 10Q: 3 clusters Score -1203170 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1203315.875000 Penalty: 4592.670410
	Iteration 11Q: 3 clusters Score -1203316 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1203437.875000 Penalty: 4592.670410
	Iteration 12Q: 3 clusters Score -1203438 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1203522.375000 Penalty: 4592.670410
	Iteration 13Q: 3 clusters Score -1203522 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1203573.875000 Penalty: 4592.670410
	Iteration 14Q: 3 clusters Score -1203574 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1203618.875000 Penalty: 4592.670410
	Iteration 15Q: 3 clusters Score -1203619 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1203652.875000 Penalty: 4592.670410
	Iteration 16Q: 3 clusters Score -1203653 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1203673.500000 Penalty: 4592.670410
	Iteration 17Q: 3 clusters Score -1203674 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1203690.875000 Penalty: 4592.670410
	Iteration 18Q: 3 clusters Score -1203691 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1203707.875000 Penalty: 4592.670410
	Iteration 19Q: 3 clusters Score -1203708 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1203716.750000 Penalty: 4592.670410
	Iteration 20F: 3 clusters Score -1203717 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1203727.250000 Penalty: 4592.670410
	Iteration 21Q: 3 clusters Score -1203727 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1203733.000000 Penalty: 4592.670410
	Iteration 22Q: 3 clusters Score -1203733 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1203737.000000 Penalty: 4592.670410
	Iteration 23Q: 3 clusters Score -1203737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1203740.625000 Penalty: 4592.670410
	Iteration 24Q: 3 clusters Score -1203741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1203744.625000 Penalty: 4592.670410
	Iteration 25Q: 3 clusters Score -1203745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1203744.500000 Penalty: 4592.670410
	Iteration 26Q: 3 clusters Score -1203744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1203748.250000 Penalty: 4592.670410
	Iteration 27Q: 3 clusters Score -1203748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1203747.875000 Penalty: 4592.670410
	Iteration 28Q: 3 clusters Score -1203748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1203748.250000 Penalty: 4592.670410
	Iteration 29Q: 3 clusters Score -1203748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1203747.375000 Penalty: 4592.670410
	Iteration 30Q: 3 clusters Score -1203747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1203747.375000 Penalty: 4592.670410
	Iteration 31F: 3 clusters Score -1203747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Entering Unmasked Estep 
Score: -907387.312500 Penalty: 2230.585693
	Iteration 0F: 2 clusters Score -907387.3 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 3981 members 
Entering Unmasked Estep 
Score: -900936.562500 Penalty: 4461.171387
	Iteration 0F: 3 clusters Score -900936.6 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -902715.812500 Penalty: 4461.171387
	Iteration 1F: 3 clusters Score -902715.8 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -903036.687500 Penalty: 4461.171387
	Iteration 2F: 3 clusters Score -903036.7 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -903277.375000 Penalty: 4461.171387
	Iteration 3F: 3 clusters Score -903277.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -903462.000000 Penalty: 4461.171387
	Iteration 4Q: 3 clusters Score -903462 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -903615.875000 Penalty: 4461.171387
	Iteration 5Q: 3 clusters Score -903615.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -903757.875000 Penalty: 4461.171387
	Iteration 6Q: 3 clusters Score -903757.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -903900.437500 Penalty: 4461.171387
	Iteration 7Q: 3 clusters Score -903900.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -904073.937500 Penalty: 4461.171387
	Iteration 8Q: 3 clusters Score -904073.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -904254.687500 Penalty: 4461.171387
	Iteration 9Q: 3 clusters Score -904254.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -904438.000000 Penalty: 4461.171387
	Iteration 10Q: 3 clusters Score -904438 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -904657.625000 Penalty: 4461.171387
	Iteration 11Q: 3 clusters Score -904657.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -904917.062500 Penalty: 4461.171387
	Iteration 12Q: 3 clusters Score -904917.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -905217.812500 Penalty: 4461.171387
	Iteration 13Q: 3 clusters Score -905217.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -905453.250000 Penalty: 4461.171387
	Iteration 14Q: 3 clusters Score -905453.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -905643.625000 Penalty: 4461.171387
	Iteration 15Q: 3 clusters Score -905643.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -905746.687500 Penalty: 4461.171387
	Iteration 16Q: 3 clusters Score -905746.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -905806.250000 Penalty: 4461.171387
	Iteration 17Q: 3 clusters Score -905806.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -905843.562500 Penalty: 4461.171387
	Iteration 18Q: 3 clusters Score -905843.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -905865.750000 Penalty: 4461.171387
	Iteration 19Q: 3 clusters Score -905865.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -905888.875000 Penalty: 4461.171387
	Iteration 20F: 3 clusters Score -905888.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -905904.937500 Penalty: 4461.171387
	Iteration 21Q: 3 clusters Score -905904.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -905917.875000 Penalty: 4461.171387
	Iteration 22Q: 3 clusters Score -905917.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -905921.125000 Penalty: 4461.171387
	Iteration 23Q: 3 clusters Score -905921.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -905931.437500 Penalty: 4461.171387
	Iteration 24Q: 3 clusters Score -905931.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -905932.625000 Penalty: 4461.171387
	Iteration 25Q: 3 clusters Score -905932.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -905935.687500 Penalty: 4461.171387
	Iteration 26Q: 3 clusters Score -905935.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -905939.000000 Penalty: 4461.171387
	Iteration 27Q: 3 clusters Score -905939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -905938.437500 Penalty: 4461.171387
	Iteration 28Q: 3 clusters Score -905938.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -905939.500000 Penalty: 4461.171387
	Iteration 29Q: 3 clusters Score -905939.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -905941.250000 Penalty: 4461.171387
	Iteration 30Q: 3 clusters Score -905941.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -905941.250000 Penalty: 4461.171387
	Iteration 31Q: 3 clusters Score -905941.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -905942.312500 Penalty: 4461.171387
	Iteration 32Q: 3 clusters Score -905942.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -905942.812500 Penalty: 4461.171387
	Iteration 33Q: 3 clusters Score -905942.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -905942.812500 Penalty: 4461.171387
	Iteration 34F: 3 clusters Score -905942.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Entering Unmasked Estep 
Score: -940502.812500 Penalty: 2241.720703
	Iteration 0F: 2 clusters Score -940502.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -933858.000000 Penalty: 4483.441406
	Iteration 0F: 3 clusters Score -933858 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -936127.000000 Penalty: 4483.441406
	Iteration 1F: 3 clusters Score -936127 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -936881.937500 Penalty: 4483.441406
	Iteration 2F: 3 clusters Score -936881.9 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -937766.937500 Penalty: 4483.441406
	Iteration 3F: 3 clusters Score -937766.9 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -938780.812500 Penalty: 4483.441406
	Iteration 4F: 3 clusters Score -938780.8 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -939750.937500 Penalty: 4483.441406
	Iteration 5F: 3 clusters Score -939750.9 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -940448.750000 Penalty: 4483.441406
	Iteration 6F: 3 clusters Score -940448.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -940917.687500 Penalty: 4483.441406
	Iteration 7F: 3 clusters Score -940917.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -941218.812500 Penalty: 4483.441406
	Iteration 8Q: 3 clusters Score -941218.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -941381.437500 Penalty: 4483.441406
	Iteration 9Q: 3 clusters Score -941381.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -941471.500000 Penalty: 4483.441406
	Iteration 10Q: 3 clusters Score -941471.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -941526.437500 Penalty: 4483.441406
	Iteration 11Q: 3 clusters Score -941526.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -941551.625000 Penalty: 4483.441406
	Iteration 12Q: 3 clusters Score -941551.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -941566.812500 Penalty: 4483.441406
	Iteration 13Q: 3 clusters Score -941566.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -941570.000000 Penalty: 4483.441406
	Iteration 14Q: 3 clusters Score -941570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -941575.250000 Penalty: 4483.441406
	Iteration 15Q: 3 clusters Score -941575.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -941575.125000 Penalty: 4483.441406
	Iteration 16Q: 3 clusters Score -941575.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -941576.187500 Penalty: 4483.441406
	Iteration 17Q: 3 clusters Score -941576.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -941578.562500 Penalty: 4483.441406
	Iteration 18Q: 3 clusters Score -941578.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -941580.312500 Penalty: 4483.441406
	Iteration 19Q: 3 clusters Score -941580.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -941582.125000 Penalty: 4483.441406
	Iteration 20F: 3 clusters Score -941582.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58533 members 
Mstep: Class 2 contains 156440 members 
Mstep: Class 3 contains 7362 members 
Mstep: Class 4 contains 179871 members 
Mstep: Class 5 contains 11193 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31634 members 
Mstep: Class 8 contains 25953 members 
Mstep: Class 9 contains 187944 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38371 members 
Mstep: Class 12 contains 8773 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 8057 members 
Mstep: Class 15 contains 7738 members 
Mstep: Class 16 contains 10548 members 
Mstep: Class 17 contains 69895 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12389 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276834 members 
Mstep: Class 22 contains 41065 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283200 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21605 members 
Mstep: Class 27 contains 16668 members 
Mstep: Class 28 contains 11333 members 
Mstep: Class 29 contains 6346 members 
Mstep: Class 30 contains 38250 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8102 members 
Mstep: Class 34 contains 221725 members 
Mstep: Class 35 contains 170660 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10943 members 
Mstep: Class 39 contains 689 members 
Entering Unmasked Estep 
Score: -235412032.000000 Penalty: 140280.062500
Splitting cluster 15 changes total score from -235412896.000000 to -235412032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (10548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Entering Unmasked Estep 
Score: -1201836.250000 Penalty: 2297.395508
	Iteration 0F: 2 clusters Score -1201836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1193793.500000 Penalty: 4594.791016
	Iteration 0F: 3 clusters Score -1193794 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1196175.750000 Penalty: 4594.791016
	Iteration 1F: 3 clusters Score -1196176 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1196569.500000 Penalty: 4594.791016
	Iteration 2F: 3 clusters Score -1196570 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1196945.250000 Penalty: 4594.791016
	Iteration 3F: 3 clusters Score -1196945 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1197404.750000 Penalty: 4594.791016
	Iteration 4F: 3 clusters Score -1197405 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1198029.000000 Penalty: 4594.791016
	Iteration 5F: 3 clusters Score -1198029 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1198676.750000 Penalty: 4594.791016
	Iteration 6F: 3 clusters Score -1198677 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1199298.875000 Penalty: 4594.791016
	Iteration 7F: 3 clusters Score -1199299 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1199787.375000 Penalty: 4594.791016
	Iteration 8F: 3 clusters Score -1199787 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1200205.125000 Penalty: 4594.791016
	Iteration 9F: 3 clusters Score -1200205 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1200591.000000 Penalty: 4594.791016
	Iteration 10Q: 3 clusters Score -1200591 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1200955.125000 Penalty: 4594.791016
	Iteration 11Q: 3 clusters Score -1200955 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1201254.625000 Penalty: 4594.791016
	Iteration 12Q: 3 clusters Score -1201255 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1201418.250000 Penalty: 4594.791016
	Iteration 13Q: 3 clusters Score -1201418 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1201480.250000 Penalty: 4594.791016
	Iteration 14Q: 3 clusters Score -1201480 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1201503.375000 Penalty: 4594.791016
	Iteration 15Q: 3 clusters Score -1201503 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1201519.875000 Penalty: 4594.791016
	Iteration 16Q: 3 clusters Score -1201520 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1201531.500000 Penalty: 4594.791016
	Iteration 17Q: 3 clusters Score -1201532 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1201536.375000 Penalty: 4594.791016
	Iteration 18Q: 3 clusters Score -1201536 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1201544.250000 Penalty: 4594.791016
	Iteration 19Q: 3 clusters Score -1201544 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1201554.625000 Penalty: 4594.791016
	Iteration 20F: 3 clusters Score -1201555 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1201564.500000 Penalty: 4594.791016
	Iteration 21Q: 3 clusters Score -1201564 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1201570.250000 Penalty: 4594.791016
	Iteration 22Q: 3 clusters Score -1201570 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1201577.875000 Penalty: 4594.791016
	Iteration 23Q: 3 clusters Score -1201578 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1201581.125000 Penalty: 4594.791016
	Iteration 24Q: 3 clusters Score -1201581 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1201594.500000 Penalty: 4594.791016
	Iteration 25Q: 3 clusters Score -1201594 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1201606.000000 Penalty: 4594.791016
	Iteration 26Q: 3 clusters Score -1201606 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1201622.750000 Penalty: 4594.791016
	Iteration 27Q: 3 clusters Score -1201623 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1201632.375000 Penalty: 4594.791016
	Iteration 28Q: 3 clusters Score -1201632 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1201643.250000 Penalty: 4594.791016
	Iteration 29Q: 3 clusters Score -1201643 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1201653.375000 Penalty: 4594.791016
	Iteration 30Q: 3 clusters Score -1201653 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1201656.000000 Penalty: 4594.791016
	Iteration 31Q: 3 clusters Score -1201656 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1201662.500000 Penalty: 4594.791016
	Iteration 32Q: 3 clusters Score -1201662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1201670.375000 Penalty: 4594.791016
	Iteration 33Q: 3 clusters Score -1201670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1201673.125000 Penalty: 4594.791016
	Iteration 34Q: 3 clusters Score -1201673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1201678.125000 Penalty: 4594.791016
	Iteration 35Q: 3 clusters Score -1201678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1201680.250000 Penalty: 4594.791016
	Iteration 36Q: 3 clusters Score -1201680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1201680.125000 Penalty: 4594.791016
	Iteration 37Q: 3 clusters Score -1201680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1201678.875000 Penalty: 4594.791016
	Iteration 38Q: 3 clusters Score -1201679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1201680.875000 Penalty: 4594.791016
	Iteration 39Q: 3 clusters Score -1201681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1201679.625000 Penalty: 4594.791016
	Iteration 40F: 3 clusters Score -1201680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1201680.375000 Penalty: 4594.791016
	Iteration 41Q: 3 clusters Score -1201680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1201680.375000 Penalty: 4594.791016
	Iteration 42F: 3 clusters Score -1201680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (69895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69895 members 
Entering Unmasked Estep 
Score: -8512126.000000 Penalty: 2766.377686
	Iteration 0F: 2 clusters Score -8512126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34982 members 
Mstep: Class 2 contains 34913 members 
Entering Unmasked Estep 
Score: -8465103.000000 Penalty: 5532.755371
	Iteration 0F: 3 clusters Score -8465103 nChanged 32748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 33141 members 
Entering Unmasked Estep 
Score: -8484090.000000 Penalty: 5532.755371
	Iteration 1F: 3 clusters Score -8484090 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38116 members 
Mstep: Class 2 contains 31779 members 
Entering Unmasked Estep 
Score: -8485079.000000 Penalty: 5532.755371
	Iteration 2Q: 3 clusters Score -8485079 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40102 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -8486399.000000 Penalty: 5532.755371
	Iteration 3Q: 3 clusters Score -8486399 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42843 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -8488603.000000 Penalty: 5532.755371
	Iteration 4F: 3 clusters Score -8488603 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46215 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -8491410.000000 Penalty: 5532.755371
	Iteration 5F: 3 clusters Score -8491410 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49945 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -8494929.000000 Penalty: 5532.755371
	Iteration 6F: 3 clusters Score -8494929 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53732 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -8498599.000000 Penalty: 5532.755371
	Iteration 7F: 3 clusters Score -8498599 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57136 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -8502003.000000 Penalty: 5532.755371
	Iteration 8F: 3 clusters Score -8502003 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59806 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -8504511.000000 Penalty: 5532.755371
	Iteration 9Q: 3 clusters Score -8504511 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61706 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -8506195.000000 Penalty: 5532.755371
	Iteration 10Q: 3 clusters Score -8506195 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63038 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -8507274.000000 Penalty: 5532.755371
	Iteration 11Q: 3 clusters Score -8507274 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63987 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -8507924.000000 Penalty: 5532.755371
	Iteration 12Q: 3 clusters Score -8507924 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64742 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -8508404.000000 Penalty: 5532.755371
	Iteration 13Q: 3 clusters Score -8508404 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65347 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -8508756.000000 Penalty: 5532.755371
	Iteration 14Q: 3 clusters Score -8508756 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65854 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -8509012.000000 Penalty: 5532.755371
	Iteration 15Q: 3 clusters Score -8509012 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66252 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -8509215.000000 Penalty: 5532.755371
	Iteration 16Q: 3 clusters Score -8509215 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66561 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -8509339.000000 Penalty: 5532.755371
	Iteration 17Q: 3 clusters Score -8509339 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66827 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -8509425.000000 Penalty: 5532.755371
	Iteration 18Q: 3 clusters Score -8509425 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67059 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -8509527.000000 Penalty: 5532.755371
	Iteration 19Q: 3 clusters Score -8509527 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67238 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -8509587.000000 Penalty: 5532.755371
	Iteration 20F: 3 clusters Score -8509587 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67386 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -8509651.000000 Penalty: 5532.755371
	Iteration 21Q: 3 clusters Score -8509651 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67517 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -8509709.000000 Penalty: 5532.755371
	Iteration 22Q: 3 clusters Score -8509709 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67637 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -8509759.000000 Penalty: 5532.755371
	Iteration 23Q: 3 clusters Score -8509759 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67751 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -8509794.000000 Penalty: 5532.755371
	Iteration 24Q: 3 clusters Score -8509794 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67836 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -8509817.000000 Penalty: 5532.755371
	Iteration 25Q: 3 clusters Score -8509817 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67901 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -8509836.000000 Penalty: 5532.755371
	Iteration 26Q: 3 clusters Score -8509836 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67950 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -8509871.000000 Penalty: 5532.755371
	Iteration 27Q: 3 clusters Score -8509871 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68000 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -8509892.000000 Penalty: 5532.755371
	Iteration 28Q: 3 clusters Score -8509892 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68047 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -8509903.000000 Penalty: 5532.755371
	Iteration 29Q: 3 clusters Score -8509903 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68089 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -8509906.000000 Penalty: 5532.755371
	Iteration 30Q: 3 clusters Score -8509906 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68119 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -8509918.000000 Penalty: 5532.755371
	Iteration 31Q: 3 clusters Score -8509918 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68149 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -8509909.000000 Penalty: 5532.755371
	Iteration 32Q: 3 clusters Score -8509909 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68176 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -8509922.000000 Penalty: 5532.755371
	Iteration 33Q: 3 clusters Score -8509922 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68200 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -8509918.000000 Penalty: 5532.755371
	Iteration 34Q: 3 clusters Score -8509918 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68221 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -8509941.000000 Penalty: 5532.755371
	Iteration 35Q: 3 clusters Score -8509941 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68233 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -8509951.000000 Penalty: 5532.755371
	Iteration 36Q: 3 clusters Score -8509951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68245 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -8509953.000000 Penalty: 5532.755371
	Iteration 37Q: 3 clusters Score -8509953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68255 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -8509955.000000 Penalty: 5532.755371
	Iteration 38Q: 3 clusters Score -8509955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68263 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -8509949.000000 Penalty: 5532.755371
	Iteration 39Q: 3 clusters Score -8509949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68267 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -8509952.000000 Penalty: 5532.755371
	Iteration 40F: 3 clusters Score -8509952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68273 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -8509951.000000 Penalty: 5532.755371
	Iteration 41Q: 3 clusters Score -8509951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68278 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -8509958.000000 Penalty: 5532.755371
	Iteration 42Q: 3 clusters Score -8509958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68280 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -8509946.000000 Penalty: 5532.755371
	Iteration 43Q: 3 clusters Score -8509946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68282 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -8509955.000000 Penalty: 5532.755371
	Iteration 44Q: 3 clusters Score -8509955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68284 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -8509959.000000 Penalty: 5532.755371
	Iteration 45Q: 3 clusters Score -8509959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68291 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -8509962.000000 Penalty: 5532.755371
	Iteration 46Q: 3 clusters Score -8509962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68299 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -8509968.000000 Penalty: 5532.755371
	Iteration 47Q: 3 clusters Score -8509968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68301 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -8509971.000000 Penalty: 5532.755371
	Iteration 48Q: 3 clusters Score -8509971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68304 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -8509966.000000 Penalty: 5532.755371
	Iteration 49Q: 3 clusters Score -8509966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68306 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -8509963.000000 Penalty: 5532.755371
	Iteration 50Q: 3 clusters Score -8509963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68310 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -8509963.000000 Penalty: 5532.755371
	Iteration 51Q: 3 clusters Score -8509963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68313 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -8509965.000000 Penalty: 5532.755371
	Iteration 52Q: 3 clusters Score -8509965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68315 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -8509968.000000 Penalty: 5532.755371
	Iteration 53Q: 3 clusters Score -8509968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68318 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -8509973.000000 Penalty: 5532.755371
	Iteration 54Q: 3 clusters Score -8509973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68321 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -8509976.000000 Penalty: 5532.755371
	Iteration 55Q: 3 clusters Score -8509976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68326 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -8509984.000000 Penalty: 5532.755371
	Iteration 56Q: 3 clusters Score -8509984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68332 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -8509991.000000 Penalty: 5532.755371
	Iteration 57Q: 3 clusters Score -8509991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68334 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -8509999.000000 Penalty: 5532.755371
	Iteration 58Q: 3 clusters Score -8509999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68334 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -8509999.000000 Penalty: 5532.755371
	Iteration 59F: 3 clusters Score -8509999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Entering Unmasked Estep 
Score: -700544.062500 Penalty: 2132.632812
	Iteration 0F: 2 clusters Score -700544.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -695712.562500 Penalty: 4265.265625
	Iteration 0F: 3 clusters Score -695712.6 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -696898.625000 Penalty: 4265.265625
	Iteration 1F: 3 clusters Score -696898.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -697144.875000 Penalty: 4265.265625
	Iteration 2F: 3 clusters Score -697144.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -697298.562500 Penalty: 4265.265625
	Iteration 3Q: 3 clusters Score -697298.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -697403.750000 Penalty: 4265.265625
	Iteration 4Q: 3 clusters Score -697403.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -697478.062500 Penalty: 4265.265625
	Iteration 5Q: 3 clusters Score -697478.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -697529.437500 Penalty: 4265.265625
	Iteration 6Q: 3 clusters Score -697529.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -697591.312500 Penalty: 4265.265625
	Iteration 7Q: 3 clusters Score -697591.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -697644.125000 Penalty: 4265.265625
	Iteration 8Q: 3 clusters Score -697644.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -697691.687500 Penalty: 4265.265625
	Iteration 9Q: 3 clusters Score -697691.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -697741.812500 Penalty: 4265.265625
	Iteration 10Q: 3 clusters Score -697741.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -697789.250000 Penalty: 4265.265625
	Iteration 11Q: 3 clusters Score -697789.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -697842.125000 Penalty: 4265.265625
	Iteration 12Q: 3 clusters Score -697842.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -697896.375000 Penalty: 4265.265625
	Iteration 13Q: 3 clusters Score -697896.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -697962.875000 Penalty: 4265.265625
	Iteration 14Q: 3 clusters Score -697962.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -698036.937500 Penalty: 4265.265625
	Iteration 15Q: 3 clusters Score -698036.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -698109.937500 Penalty: 4265.265625
	Iteration 16Q: 3 clusters Score -698109.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -698175.687500 Penalty: 4265.265625
	Iteration 17Q: 3 clusters Score -698175.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -698243.187500 Penalty: 4265.265625
	Iteration 18Q: 3 clusters Score -698243.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -698303.812500 Penalty: 4265.265625
	Iteration 19Q: 3 clusters Score -698303.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -698359.187500 Penalty: 4265.265625
	Iteration 20F: 3 clusters Score -698359.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -698406.562500 Penalty: 4265.265625
	Iteration 21Q: 3 clusters Score -698406.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -698444.375000 Penalty: 4265.265625
	Iteration 22Q: 3 clusters Score -698444.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -698473.437500 Penalty: 4265.265625
	Iteration 23Q: 3 clusters Score -698473.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -698493.812500 Penalty: 4265.265625
	Iteration 24Q: 3 clusters Score -698493.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -698512.812500 Penalty: 4265.265625
	Iteration 25Q: 3 clusters Score -698512.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -698536.937500 Penalty: 4265.265625
	Iteration 26Q: 3 clusters Score -698536.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -698556.000000 Penalty: 4265.265625
	Iteration 27Q: 3 clusters Score -698556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -698574.375000 Penalty: 4265.265625
	Iteration 28Q: 3 clusters Score -698574.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -698593.062500 Penalty: 4265.265625
	Iteration 29Q: 3 clusters Score -698593.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -698608.375000 Penalty: 4265.265625
	Iteration 30Q: 3 clusters Score -698608.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -698620.937500 Penalty: 4265.265625
	Iteration 31Q: 3 clusters Score -698620.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -698635.125000 Penalty: 4265.265625
	Iteration 32Q: 3 clusters Score -698635.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -698638.812500 Penalty: 4265.265625
	Iteration 33Q: 3 clusters Score -698638.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -698642.875000 Penalty: 4265.265625
	Iteration 34Q: 3 clusters Score -698642.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -698644.187500 Penalty: 4265.265625
	Iteration 35Q: 3 clusters Score -698644.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -698645.062500 Penalty: 4265.265625
	Iteration 36Q: 3 clusters Score -698645.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -698645.062500 Penalty: 4265.265625
	Iteration 37F: 3 clusters Score -698645.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Entering Unmasked Estep 
Score: -1495721.250000 Penalty: 2337.291992
	Iteration 0F: 2 clusters Score -1495721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1486533.250000 Penalty: 4674.583984
	Iteration 0F: 3 clusters Score -1486533 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1489404.500000 Penalty: 4674.583984
	Iteration 1F: 3 clusters Score -1489404 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1489793.625000 Penalty: 4674.583984
	Iteration 2F: 3 clusters Score -1489794 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1490163.500000 Penalty: 4674.583984
	Iteration 3F: 3 clusters Score -1490164 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1490542.500000 Penalty: 4674.583984
	Iteration 4F: 3 clusters Score -1490542 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1490941.750000 Penalty: 4674.583984
	Iteration 5F: 3 clusters Score -1490942 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1491360.375000 Penalty: 4674.583984
	Iteration 6F: 3 clusters Score -1491360 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1491820.875000 Penalty: 4674.583984
	Iteration 7F: 3 clusters Score -1491821 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1492278.125000 Penalty: 4674.583984
	Iteration 8F: 3 clusters Score -1492278 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1492663.625000 Penalty: 4674.583984
	Iteration 9Q: 3 clusters Score -1492664 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1492943.500000 Penalty: 4674.583984
	Iteration 10Q: 3 clusters Score -1492944 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1493160.250000 Penalty: 4674.583984
	Iteration 11Q: 3 clusters Score -1493160 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1493318.625000 Penalty: 4674.583984
	Iteration 12Q: 3 clusters Score -1493319 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1493426.750000 Penalty: 4674.583984
	Iteration 13Q: 3 clusters Score -1493427 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1493507.000000 Penalty: 4674.583984
	Iteration 14Q: 3 clusters Score -1493507 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1493573.500000 Penalty: 4674.583984
	Iteration 15Q: 3 clusters Score -1493574 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1493630.875000 Penalty: 4674.583984
	Iteration 16Q: 3 clusters Score -1493631 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1493674.500000 Penalty: 4674.583984
	Iteration 17Q: 3 clusters Score -1493674 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1493725.375000 Penalty: 4674.583984
	Iteration 18Q: 3 clusters Score -1493725 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1493767.875000 Penalty: 4674.583984
	Iteration 19Q: 3 clusters Score -1493768 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1493799.750000 Penalty: 4674.583984
	Iteration 20F: 3 clusters Score -1493800 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1493824.875000 Penalty: 4674.583984
	Iteration 21Q: 3 clusters Score -1493825 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1493849.875000 Penalty: 4674.583984
	Iteration 22Q: 3 clusters Score -1493850 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1493869.500000 Penalty: 4674.583984
	Iteration 23Q: 3 clusters Score -1493870 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1493885.625000 Penalty: 4674.583984
	Iteration 24Q: 3 clusters Score -1493886 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1493911.750000 Penalty: 4674.583984
	Iteration 25Q: 3 clusters Score -1493912 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1493924.500000 Penalty: 4674.583984
	Iteration 26Q: 3 clusters Score -1493924 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1493939.750000 Penalty: 4674.583984
	Iteration 27Q: 3 clusters Score -1493940 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1493949.500000 Penalty: 4674.583984
	Iteration 28Q: 3 clusters Score -1493950 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1493963.000000 Penalty: 4674.583984
	Iteration 29Q: 3 clusters Score -1493963 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1493977.250000 Penalty: 4674.583984
	Iteration 30Q: 3 clusters Score -1493977 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1493998.750000 Penalty: 4674.583984
	Iteration 31Q: 3 clusters Score -1493999 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1494013.875000 Penalty: 4674.583984
	Iteration 32Q: 3 clusters Score -1494014 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1494022.500000 Penalty: 4674.583984
	Iteration 33Q: 3 clusters Score -1494022 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1494042.750000 Penalty: 4674.583984
	Iteration 34Q: 3 clusters Score -1494043 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1494051.625000 Penalty: 4674.583984
	Iteration 35Q: 3 clusters Score -1494052 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1494066.625000 Penalty: 4674.583984
	Iteration 36Q: 3 clusters Score -1494067 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1494078.250000 Penalty: 4674.583984
	Iteration 37Q: 3 clusters Score -1494078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1494085.500000 Penalty: 4674.583984
	Iteration 38Q: 3 clusters Score -1494086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1494089.375000 Penalty: 4674.583984
	Iteration 39Q: 3 clusters Score -1494089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1494091.375000 Penalty: 4674.583984
	Iteration 40F: 3 clusters Score -1494091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1494093.500000 Penalty: 4674.583984
	Iteration 41Q: 3 clusters Score -1494094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1494098.500000 Penalty: 4674.583984
	Iteration 42Q: 3 clusters Score -1494098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1494103.625000 Penalty: 4674.583984
	Iteration 43Q: 3 clusters Score -1494104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1494106.500000 Penalty: 4674.583984
	Iteration 44Q: 3 clusters Score -1494106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1494110.000000 Penalty: 4674.583984
	Iteration 45Q: 3 clusters Score -1494110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1494111.500000 Penalty: 4674.583984
	Iteration 46Q: 3 clusters Score -1494112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1494114.625000 Penalty: 4674.583984
	Iteration 47Q: 3 clusters Score -1494115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1494120.375000 Penalty: 4674.583984
	Iteration 48Q: 3 clusters Score -1494120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1494120.750000 Penalty: 4674.583984
	Iteration 49Q: 3 clusters Score -1494121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1494122.375000 Penalty: 4674.583984
	Iteration 50Q: 3 clusters Score -1494122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1494123.875000 Penalty: 4674.583984
	Iteration 51Q: 3 clusters Score -1494124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1494123.875000 Penalty: 4674.583984
	Iteration 52F: 3 clusters Score -1494124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Entering Unmasked Estep 
Score: -340123.687500 Penalty: 1981.746948
	Iteration 0F: 2 clusters Score -340123.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -336919.437500 Penalty: 3963.493896
	Iteration 0F: 3 clusters Score -336919.4 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -337654.312500 Penalty: 3963.493896
	Iteration 1F: 3 clusters Score -337654.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -337864.156250 Penalty: 3963.493896
	Iteration 2F: 3 clusters Score -337864.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -337975.437500 Penalty: 3963.493896
	Iteration 3Q: 3 clusters Score -337975.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -338059.562500 Penalty: 3963.493896
	Iteration 4Q: 3 clusters Score -338059.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -338136.687500 Penalty: 3963.493896
	Iteration 5Q: 3 clusters Score -338136.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -338219.343750 Penalty: 3963.493896
	Iteration 6Q: 3 clusters Score -338219.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -338296.812500 Penalty: 3963.493896
	Iteration 7Q: 3 clusters Score -338296.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -338353.312500 Penalty: 3963.493896
	Iteration 8Q: 3 clusters Score -338353.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -338395.937500 Penalty: 3963.493896
	Iteration 9Q: 3 clusters Score -338395.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -338424.687500 Penalty: 3963.493896
	Iteration 10Q: 3 clusters Score -338424.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -338445.000000 Penalty: 3963.493896
	Iteration 11Q: 3 clusters Score -338445 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -338457.875000 Penalty: 3963.493896
	Iteration 12Q: 3 clusters Score -338457.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -338468.625000 Penalty: 3963.493896
	Iteration 13Q: 3 clusters Score -338468.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -338481.218750 Penalty: 3963.493896
	Iteration 14Q: 3 clusters Score -338481.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -338492.437500 Penalty: 3963.493896
	Iteration 15Q: 3 clusters Score -338492.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -338499.437500 Penalty: 3963.493896
	Iteration 16Q: 3 clusters Score -338499.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -338505.562500 Penalty: 3963.493896
	Iteration 17Q: 3 clusters Score -338505.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -338512.093750 Penalty: 3963.493896
	Iteration 18Q: 3 clusters Score -338512.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -338517.156250 Penalty: 3963.493896
	Iteration 19Q: 3 clusters Score -338517.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -338521.687500 Penalty: 3963.493896
	Iteration 20F: 3 clusters Score -338521.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -338526.875000 Penalty: 3963.493896
	Iteration 21Q: 3 clusters Score -338526.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -338533.343750 Penalty: 3963.493896
	Iteration 22Q: 3 clusters Score -338533.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -338538.062500 Penalty: 3963.493896
	Iteration 23Q: 3 clusters Score -338538.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -338539.968750 Penalty: 3963.493896
	Iteration 24Q: 3 clusters Score -338540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -338543.062500 Penalty: 3963.493896
	Iteration 25Q: 3 clusters Score -338543.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -338546.125000 Penalty: 3963.493896
	Iteration 26Q: 3 clusters Score -338546.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -338547.062500 Penalty: 3963.493896
	Iteration 27Q: 3 clusters Score -338547.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -338547.062500 Penalty: 3963.493896
	Iteration 28F: 3 clusters Score -338547.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (276834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276834 members 
Entering Unmasked Estep 
Score: -34060380.000000 Penalty: 3107.730957
	Iteration 0F: 2 clusters Score -3.406038e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139040 members 
Mstep: Class 2 contains 137794 members 
Entering Unmasked Estep 
Score: -33892696.000000 Penalty: 6215.461914
	Iteration 0F: 3 clusters Score -3.38927e+07 nChanged 133778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155728 members 
Mstep: Class 2 contains 121106 members 
Entering Unmasked Estep 
Score: -33974368.000000 Penalty: 6215.461914
	Iteration 1F: 3 clusters Score -3.397437e+07 nChanged 12684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167164 members 
Mstep: Class 2 contains 109670 members 
Entering Unmasked Estep 
Score: -33979088.000000 Penalty: 6215.461914
	Iteration 2Q: 3 clusters Score -3.397909e+07 nChanged 17848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184232 members 
Mstep: Class 2 contains 92602 members 
Entering Unmasked Estep 
Score: -33988844.000000 Penalty: 6215.461914
	Iteration 3F: 3 clusters Score -3.398884e+07 nChanged 23553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207325 members 
Mstep: Class 2 contains 69509 members 
Entering Unmasked Estep 
Score: -34003944.000000 Penalty: 6215.461914
	Iteration 4F: 3 clusters Score -3.400394e+07 nChanged 25512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232511 members 
Mstep: Class 2 contains 44323 members 
Entering Unmasked Estep 
Score: -34021648.000000 Penalty: 6215.461914
	Iteration 5F: 3 clusters Score -3.402165e+07 nChanged 20943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253332 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -34038012.000000 Penalty: 6215.461914
	Iteration 6F: 3 clusters Score -3.403801e+07 nChanged 13233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266515 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -34048676.000000 Penalty: 6215.461914
	Iteration 7Q: 3 clusters Score -3.404868e+07 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272768 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -34053988.000000 Penalty: 6215.461914
	Iteration 8Q: 3 clusters Score -3.405399e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275142 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -34056124.000000 Penalty: 6215.461914
	Iteration 9Q: 3 clusters Score -3.405612e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276002 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -34056872.000000 Penalty: 6215.461914
	Iteration 10Q: 3 clusters Score -3.405687e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276263 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -34057228.000000 Penalty: 6215.461914
	Iteration 11Q: 3 clusters Score -3.405723e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276363 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -34057396.000000 Penalty: 6215.461914
	Iteration 12Q: 3 clusters Score -3.40574e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276407 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -34057496.000000 Penalty: 6215.461914
	Iteration 13Q: 3 clusters Score -3.40575e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276422 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -34057536.000000 Penalty: 6215.461914
	Iteration 14Q: 3 clusters Score -3.405754e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276438 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -34057596.000000 Penalty: 6215.461914
	Iteration 15Q: 3 clusters Score -3.40576e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276453 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -34057588.000000 Penalty: 6215.461914
	Iteration 16Q: 3 clusters Score -3.405759e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276458 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -34057572.000000 Penalty: 6215.461914
	Iteration 17Q: 3 clusters Score -3.405757e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276461 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -34057600.000000 Penalty: 6215.461914
	Iteration 18Q: 3 clusters Score -3.40576e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276457 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -34057596.000000 Penalty: 6215.461914
	Iteration 19Q: 3 clusters Score -3.40576e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276460 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -34057612.000000 Penalty: 6215.461914
	Iteration 20F: 3 clusters Score -3.405761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276460 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -34057632.000000 Penalty: 6215.461914
	Iteration 21Q: 3 clusters Score -3.405763e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276461 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -34057628.000000 Penalty: 6215.461914
	Iteration 22Q: 3 clusters Score -3.405763e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276461 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -34057636.000000 Penalty: 6215.461914
	Iteration 23Q: 3 clusters Score -3.405764e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276458 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -34057640.000000 Penalty: 6215.461914
	Iteration 24Q: 3 clusters Score -3.405764e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276458 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -34057632.000000 Penalty: 6215.461914
	Iteration 25Q: 3 clusters Score -3.405763e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276457 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -34057636.000000 Penalty: 6215.461914
	Iteration 26Q: 3 clusters Score -3.405764e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276455 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -34057628.000000 Penalty: 6215.461914
	Iteration 27Q: 3 clusters Score -3.405763e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276457 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -34057628.000000 Penalty: 6215.461914
	Iteration 28Q: 3 clusters Score -3.405763e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276459 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -34057616.000000 Penalty: 6215.461914
	Iteration 29Q: 3 clusters Score -3.405762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276460 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -34057616.000000 Penalty: 6215.461914
	Iteration 30Q: 3 clusters Score -3.405762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276462 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -34057620.000000 Penalty: 6215.461914
	Iteration 31Q: 3 clusters Score -3.405762e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276463 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -34057648.000000 Penalty: 6215.461914
	Iteration 32Q: 3 clusters Score -3.405765e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276464 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -34057632.000000 Penalty: 6215.461914
	Iteration 33Q: 3 clusters Score -3.405763e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276464 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -34057628.000000 Penalty: 6215.461914
	Iteration 34Q: 3 clusters Score -3.405763e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276464 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -34057628.000000 Penalty: 6215.461914
	Iteration 35F: 3 clusters Score -3.405763e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (41065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41065 members 
Entering Unmasked Estep 
Score: -4972191.500000 Penalty: 2634.481934
	Iteration 0F: 2 clusters Score -4972192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -4944390.000000 Penalty: 5268.963867
	Iteration 0F: 3 clusters Score -4944390 nChanged 18850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -4955064.500000 Penalty: 5268.963867
	Iteration 1F: 3 clusters Score -4955064 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -4955850.500000 Penalty: 5268.963867
	Iteration 2Q: 3 clusters Score -4955850 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -4956675.500000 Penalty: 5268.963867
	Iteration 3Q: 3 clusters Score -4956676 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -4957524.500000 Penalty: 5268.963867
	Iteration 4Q: 3 clusters Score -4957524 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -4958454.500000 Penalty: 5268.963867
	Iteration 5Q: 3 clusters Score -4958454 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -4959440.000000 Penalty: 5268.963867
	Iteration 6Q: 3 clusters Score -4959440 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -4960439.000000 Penalty: 5268.963867
	Iteration 7Q: 3 clusters Score -4960439 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -4961531.500000 Penalty: 5268.963867
	Iteration 8Q: 3 clusters Score -4961532 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -4962600.500000 Penalty: 5268.963867
	Iteration 9Q: 3 clusters Score -4962600 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26813 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -4963540.500000 Penalty: 5268.963867
	Iteration 10Q: 3 clusters Score -4963540 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -4964261.000000 Penalty: 5268.963867
	Iteration 11Q: 3 clusters Score -4964261 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -4964745.000000 Penalty: 5268.963867
	Iteration 12Q: 3 clusters Score -4964745 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28129 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -4965107.500000 Penalty: 5268.963867
	Iteration 13Q: 3 clusters Score -4965108 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -4965335.000000 Penalty: 5268.963867
	Iteration 14Q: 3 clusters Score -4965335 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -4965514.500000 Penalty: 5268.963867
	Iteration 15Q: 3 clusters Score -4965514 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -4965663.500000 Penalty: 5268.963867
	Iteration 16Q: 3 clusters Score -4965664 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29793 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -4965787.000000 Penalty: 5268.963867
	Iteration 17Q: 3 clusters Score -4965787 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30173 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -4965896.000000 Penalty: 5268.963867
	Iteration 18Q: 3 clusters Score -4965896 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30581 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -4966003.000000 Penalty: 5268.963867
	Iteration 19Q: 3 clusters Score -4966003 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -4966086.500000 Penalty: 5268.963867
	Iteration 20F: 3 clusters Score -4966086 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -4966212.000000 Penalty: 5268.963867
	Iteration 21Q: 3 clusters Score -4966212 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31885 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -4966311.000000 Penalty: 5268.963867
	Iteration 22Q: 3 clusters Score -4966311 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32329 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -4966418.500000 Penalty: 5268.963867
	Iteration 23Q: 3 clusters Score -4966418 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32799 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -4966574.000000 Penalty: 5268.963867
	Iteration 24Q: 3 clusters Score -4966574 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33296 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -4966703.000000 Penalty: 5268.963867
	Iteration 25Q: 3 clusters Score -4966703 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33787 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -4966853.000000 Penalty: 5268.963867
	Iteration 26Q: 3 clusters Score -4966853 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34310 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -4967017.500000 Penalty: 5268.963867
	Iteration 27Q: 3 clusters Score -4967018 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34857 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -4967211.500000 Penalty: 5268.963867
	Iteration 28Q: 3 clusters Score -4967212 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -4967443.500000 Penalty: 5268.963867
	Iteration 29Q: 3 clusters Score -4967444 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -4967683.500000 Penalty: 5268.963867
	Iteration 30Q: 3 clusters Score -4967684 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36597 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -4967950.000000 Penalty: 5268.963867
	Iteration 31Q: 3 clusters Score -4967950 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37174 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -4968204.000000 Penalty: 5268.963867
	Iteration 32Q: 3 clusters Score -4968204 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37696 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -4968479.000000 Penalty: 5268.963867
	Iteration 33Q: 3 clusters Score -4968479 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38185 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -4968744.000000 Penalty: 5268.963867
	Iteration 34Q: 3 clusters Score -4968744 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38634 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -4968994.000000 Penalty: 5268.963867
	Iteration 35Q: 3 clusters Score -4968994 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39011 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -4969234.000000 Penalty: 5268.963867
	Iteration 36Q: 3 clusters Score -4969234 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39312 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -4969419.000000 Penalty: 5268.963867
	Iteration 37Q: 3 clusters Score -4969419 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39570 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -4969581.000000 Penalty: 5268.963867
	Iteration 38Q: 3 clusters Score -4969581 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39760 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -4969747.000000 Penalty: 5268.963867
	Iteration 39Q: 3 clusters Score -4969747 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39890 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -4969858.000000 Penalty: 5268.963867
	Iteration 40F: 3 clusters Score -4969858 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39980 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -4969957.000000 Penalty: 5268.963867
	Iteration 41Q: 3 clusters Score -4969957 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40065 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -4970047.000000 Penalty: 5268.963867
	Iteration 42Q: 3 clusters Score -4970047 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40121 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -4970100.500000 Penalty: 5268.963867
	Iteration 43Q: 3 clusters Score -4970100 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40159 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -4970141.500000 Penalty: 5268.963867
	Iteration 44Q: 3 clusters Score -4970142 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40176 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -4970164.500000 Penalty: 5268.963867
	Iteration 45Q: 3 clusters Score -4970164 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40184 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -4970178.500000 Penalty: 5268.963867
	Iteration 46Q: 3 clusters Score -4970178 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40204 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -4970187.500000 Penalty: 5268.963867
	Iteration 47Q: 3 clusters Score -4970188 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4970208.000000 Penalty: 5268.963867
	Iteration 48Q: 3 clusters Score -4970208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40232 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -4970219.500000 Penalty: 5268.963867
	Iteration 49Q: 3 clusters Score -4970220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40239 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -4970225.000000 Penalty: 5268.963867
	Iteration 50Q: 3 clusters Score -4970225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40246 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -4970222.000000 Penalty: 5268.963867
	Iteration 51Q: 3 clusters Score -4970222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40251 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -4970232.500000 Penalty: 5268.963867
	Iteration 52Q: 3 clusters Score -4970232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40256 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -4970235.000000 Penalty: 5268.963867
	Iteration 53Q: 3 clusters Score -4970235 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40263 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4970240.500000 Penalty: 5268.963867
	Iteration 54Q: 3 clusters Score -4970240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40270 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4970249.000000 Penalty: 5268.963867
	Iteration 55Q: 3 clusters Score -4970249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4970260.500000 Penalty: 5268.963867
	Iteration 56Q: 3 clusters Score -4970260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40276 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4970257.000000 Penalty: 5268.963867
	Iteration 57Q: 3 clusters Score -4970257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40275 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4970257.000000 Penalty: 5268.963867
	Iteration 58Q: 3 clusters Score -4970257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40276 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4970257.500000 Penalty: 5268.963867
	Iteration 59Q: 3 clusters Score -4970258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40276 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4970260.500000 Penalty: 5268.963867
	Iteration 60F: 3 clusters Score -4970260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4970257.500000 Penalty: 5268.963867
	Iteration 61Q: 3 clusters Score -4970258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4970257.500000 Penalty: 5268.963867
	Iteration 62F: 3 clusters Score -4970258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Entering Unmasked Estep 
Score: -116020.054688 Penalty: 1728.274902
	Iteration 0F: 2 clusters Score -116020.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -114037.796875 Penalty: 3456.549805
	Iteration 0F: 3 clusters Score -114037.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -114387.890625 Penalty: 3456.549805
	Iteration 1F: 3 clusters Score -114387.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -114515.460938 Penalty: 3456.549805
	Iteration 2F: 3 clusters Score -114515.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -114638.921875 Penalty: 3456.549805
	Iteration 3Q: 3 clusters Score -114638.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -114756.875000 Penalty: 3456.549805
	Iteration 4Q: 3 clusters Score -114756.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -114884.835938 Penalty: 3456.549805
	Iteration 5Q: 3 clusters Score -114884.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -114980.062500 Penalty: 3456.549805
	Iteration 6Q: 3 clusters Score -114980.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -115052.718750 Penalty: 3456.549805
	Iteration 7Q: 3 clusters Score -115052.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -115114.054688 Penalty: 3456.549805
	Iteration 8Q: 3 clusters Score -115114.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -115158.632812 Penalty: 3456.549805
	Iteration 9Q: 3 clusters Score -115158.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -115202.054688 Penalty: 3456.549805
	Iteration 10Q: 3 clusters Score -115202.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -115246.156250 Penalty: 3456.549805
	Iteration 11Q: 3 clusters Score -115246.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -115286.914062 Penalty: 3456.549805
	Iteration 12Q: 3 clusters Score -115286.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -115349.492188 Penalty: 3456.549805
	Iteration 13Q: 3 clusters Score -115349.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -115474.226562 Penalty: 3456.549805
	Iteration 14Q: 3 clusters Score -115474.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -115709.609375 Penalty: 3456.549805
	Iteration 15Q: 3 clusters Score -115709.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -115938.765625 Penalty: 3456.549805
	Iteration 16Q: 3 clusters Score -115938.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -116133.046875 Penalty: 3456.549805
	Iteration 17Q: 3 clusters Score -116133 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -116268.328125 Penalty: 3456.549805
	Iteration 18Q: 3 clusters Score -116268.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -116304.593750 Penalty: 3456.549805
	Iteration 19Q: 3 clusters Score -116304.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -116319.812500 Penalty: 3456.549805
	Iteration 20F: 3 clusters Score -116319.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -116334.132812 Penalty: 3456.549805
	Iteration 21Q: 3 clusters Score -116334.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -116346.312500 Penalty: 3456.549805
	Iteration 22Q: 3 clusters Score -116346.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -116358.734375 Penalty: 3456.549805
	Iteration 23Q: 3 clusters Score -116358.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -116363.546875 Penalty: 3456.549805
	Iteration 24Q: 3 clusters Score -116363.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -116365.343750 Penalty: 3456.549805
	Iteration 25Q: 3 clusters Score -116365.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -116366.390625 Penalty: 3456.549805
	Iteration 26Q: 3 clusters Score -116366.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -116368.445312 Penalty: 3456.549805
	Iteration 27Q: 3 clusters Score -116368.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -116368.445312 Penalty: 3456.549805
	Iteration 28F: 3 clusters Score -116368.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58533 members 
Mstep: Class 2 contains 156440 members 
Mstep: Class 3 contains 7362 members 
Mstep: Class 4 contains 179871 members 
Mstep: Class 5 contains 11193 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31634 members 
Mstep: Class 8 contains 25953 members 
Mstep: Class 9 contains 187944 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38371 members 
Mstep: Class 12 contains 8773 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 8057 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10548 members 
Mstep: Class 17 contains 69895 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12389 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276834 members 
Mstep: Class 22 contains 41065 members 
Mstep: Class 23 contains 401 members 
Mstep: Class 24 contains 283200 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21605 members 
Mstep: Class 27 contains 16668 members 
Mstep: Class 28 contains 11333 members 
Mstep: Class 29 contains 6346 members 
Mstep: Class 30 contains 38250 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8102 members 
Mstep: Class 34 contains 221725 members 
Mstep: Class 35 contains 170660 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10943 members 
Mstep: Class 39 contains 662 members 
Entering Unmasked Estep 
Score: -235411968.000000 Penalty: 140280.062500
Splitting cluster 23 changes total score from -235412896.000000 to -235411968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (283200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283200 members 
Entering Unmasked Estep 
Score: -34513696.000000 Penalty: 3113.369385
	Iteration 0F: 2 clusters Score -3.45137e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142112 members 
Mstep: Class 2 contains 141088 members 
Entering Unmasked Estep 
Score: -34346192.000000 Penalty: 6226.738770
	Iteration 0F: 3 clusters Score -3.434619e+07 nChanged 136888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148092 members 
Mstep: Class 2 contains 135108 members 
Entering Unmasked Estep 
Score: -34428444.000000 Penalty: 6226.738770
	Iteration 1F: 3 clusters Score -3.442844e+07 nChanged 8151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151741 members 
Mstep: Class 2 contains 131459 members 
Entering Unmasked Estep 
Score: -34430520.000000 Penalty: 6226.738770
	Iteration 2Q: 3 clusters Score -3.443052e+07 nChanged 9126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157391 members 
Mstep: Class 2 contains 125809 members 
Entering Unmasked Estep 
Score: -34433456.000000 Penalty: 6226.738770
	Iteration 3Q: 3 clusters Score -3.443346e+07 nChanged 10912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165959 members 
Mstep: Class 2 contains 117241 members 
Entering Unmasked Estep 
Score: -34437972.000000 Penalty: 6226.738770
	Iteration 4Q: 3 clusters Score -3.443797e+07 nChanged 14019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178716 members 
Mstep: Class 2 contains 104484 members 
Entering Unmasked Estep 
Score: -34445712.000000 Penalty: 6226.738770
	Iteration 5Q: 3 clusters Score -3.444571e+07 nChanged 18273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196407 members 
Mstep: Class 2 contains 86793 members 
Entering Unmasked Estep 
Score: -34456400.000000 Penalty: 6226.738770
	Iteration 6F: 3 clusters Score -3.44564e+07 nChanged 21646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217683 members 
Mstep: Class 2 contains 65517 members 
Entering Unmasked Estep 
Score: -34469540.000000 Penalty: 6226.738770
	Iteration 7F: 3 clusters Score -3.446954e+07 nChanged 21278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238689 members 
Mstep: Class 2 contains 44511 members 
Entering Unmasked Estep 
Score: -34483456.000000 Penalty: 6226.738770
	Iteration 8F: 3 clusters Score -3.448346e+07 nChanged 16760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255357 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
Score: -34494240.000000 Penalty: 6226.738770
	Iteration 9F: 3 clusters Score -3.449424e+07 nChanged 11028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266305 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -34501184.000000 Penalty: 6226.738770
	Iteration 10Q: 3 clusters Score -3.450118e+07 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272847 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -34505660.000000 Penalty: 6226.738770
	Iteration 11Q: 3 clusters Score -3.450566e+07 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276435 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -34508164.000000 Penalty: 6226.738770
	Iteration 12Q: 3 clusters Score -3.450816e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278403 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -34509436.000000 Penalty: 6226.738770
	Iteration 13Q: 3 clusters Score -3.450944e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279437 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -34510200.000000 Penalty: 6226.738770
	Iteration 14Q: 3 clusters Score -3.45102e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280018 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -34510544.000000 Penalty: 6226.738770
	Iteration 15Q: 3 clusters Score -3.451054e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280356 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -34510848.000000 Penalty: 6226.738770
	Iteration 16Q: 3 clusters Score -3.451085e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280593 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -34510992.000000 Penalty: 6226.738770
	Iteration 17Q: 3 clusters Score -3.451099e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280754 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -34511064.000000 Penalty: 6226.738770
	Iteration 18Q: 3 clusters Score -3.451106e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280864 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -34511184.000000 Penalty: 6226.738770
	Iteration 19Q: 3 clusters Score -3.451118e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280928 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -34511260.000000 Penalty: 6226.738770
	Iteration 20F: 3 clusters Score -3.451126e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280978 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -34511324.000000 Penalty: 6226.738770
	Iteration 21Q: 3 clusters Score -3.451132e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281020 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -34511348.000000 Penalty: 6226.738770
	Iteration 22Q: 3 clusters Score -3.451135e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281054 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -34511400.000000 Penalty: 6226.738770
	Iteration 23Q: 3 clusters Score -3.45114e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281067 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -34511420.000000 Penalty: 6226.738770
	Iteration 24Q: 3 clusters Score -3.451142e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281086 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -34511440.000000 Penalty: 6226.738770
	Iteration 25Q: 3 clusters Score -3.451144e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281089 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -34511464.000000 Penalty: 6226.738770
	Iteration 26Q: 3 clusters Score -3.451146e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281095 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -34511460.000000 Penalty: 6226.738770
	Iteration 27Q: 3 clusters Score -3.451146e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281100 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -34511496.000000 Penalty: 6226.738770
	Iteration 28Q: 3 clusters Score -3.45115e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281103 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -34511488.000000 Penalty: 6226.738770
	Iteration 29Q: 3 clusters Score -3.451149e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281104 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -34511500.000000 Penalty: 6226.738770
	Iteration 30Q: 3 clusters Score -3.45115e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281108 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -34511496.000000 Penalty: 6226.738770
	Iteration 31Q: 3 clusters Score -3.45115e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281115 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -34511508.000000 Penalty: 6226.738770
	Iteration 32Q: 3 clusters Score -3.451151e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281125 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -34511532.000000 Penalty: 6226.738770
	Iteration 33Q: 3 clusters Score -3.451153e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281136 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -34511536.000000 Penalty: 6226.738770
	Iteration 34Q: 3 clusters Score -3.451154e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281142 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -34511508.000000 Penalty: 6226.738770
	Iteration 35Q: 3 clusters Score -3.451151e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281148 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -34511524.000000 Penalty: 6226.738770
	Iteration 36Q: 3 clusters Score -3.451152e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281144 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -34511528.000000 Penalty: 6226.738770
	Iteration 37Q: 3 clusters Score -3.451153e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281145 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -34511520.000000 Penalty: 6226.738770
	Iteration 38Q: 3 clusters Score -3.451152e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281155 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -34511520.000000 Penalty: 6226.738770
	Iteration 39Q: 3 clusters Score -3.451152e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281156 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -34511536.000000 Penalty: 6226.738770
	Iteration 40F: 3 clusters Score -3.451154e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281161 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -34511528.000000 Penalty: 6226.738770
	Iteration 41Q: 3 clusters Score -3.451153e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281169 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -34511548.000000 Penalty: 6226.738770
	Iteration 42Q: 3 clusters Score -3.451155e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281180 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -34511552.000000 Penalty: 6226.738770
	Iteration 43Q: 3 clusters Score -3.451155e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281186 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -34511532.000000 Penalty: 6226.738770
	Iteration 44Q: 3 clusters Score -3.451153e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281188 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -34511564.000000 Penalty: 6226.738770
	Iteration 45Q: 3 clusters Score -3.451156e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281206 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -34511568.000000 Penalty: 6226.738770
	Iteration 46Q: 3 clusters Score -3.451157e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281218 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -34511580.000000 Penalty: 6226.738770
	Iteration 47Q: 3 clusters Score -3.451158e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281228 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -34511604.000000 Penalty: 6226.738770
	Iteration 48Q: 3 clusters Score -3.45116e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281242 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -34511604.000000 Penalty: 6226.738770
	Iteration 49Q: 3 clusters Score -3.45116e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281251 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -34511576.000000 Penalty: 6226.738770
	Iteration 50Q: 3 clusters Score -3.451158e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281257 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -34511584.000000 Penalty: 6226.738770
	Iteration 51Q: 3 clusters Score -3.451158e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281261 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -34511576.000000 Penalty: 6226.738770
	Iteration 52Q: 3 clusters Score -3.451158e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281265 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -34511556.000000 Penalty: 6226.738770
	Iteration 53Q: 3 clusters Score -3.451156e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281263 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -34511552.000000 Penalty: 6226.738770
	Iteration 54Q: 3 clusters Score -3.451155e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281264 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -34511548.000000 Penalty: 6226.738770
	Iteration 55Q: 3 clusters Score -3.451155e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281257 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -34511572.000000 Penalty: 6226.738770
	Iteration 56Q: 3 clusters Score -3.451157e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281256 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -34511568.000000 Penalty: 6226.738770
	Iteration 57Q: 3 clusters Score -3.451157e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281256 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -34511580.000000 Penalty: 6226.738770
	Iteration 58Q: 3 clusters Score -3.451158e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281254 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -34511588.000000 Penalty: 6226.738770
	Iteration 59Q: 3 clusters Score -3.451159e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281247 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -34511588.000000 Penalty: 6226.738770
	Iteration 60F: 3 clusters Score -3.451159e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281240 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -34511600.000000 Penalty: 6226.738770
	Iteration 61Q: 3 clusters Score -3.45116e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281238 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -34511592.000000 Penalty: 6226.738770
	Iteration 62Q: 3 clusters Score -3.451159e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281240 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -34511592.000000 Penalty: 6226.738770
	Iteration 63Q: 3 clusters Score -3.451159e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281238 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -34511592.000000 Penalty: 6226.738770
	Iteration 64Q: 3 clusters Score -3.451159e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281238 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -34511592.000000 Penalty: 6226.738770
	Iteration 65Q: 3 clusters Score -3.451159e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281236 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -34511632.000000 Penalty: 6226.738770
	Iteration 66Q: 3 clusters Score -3.451163e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281232 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -34511632.000000 Penalty: 6226.738770
	Iteration 67Q: 3 clusters Score -3.451163e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281231 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -34511604.000000 Penalty: 6226.738770
	Iteration 68Q: 3 clusters Score -3.45116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281229 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -34511608.000000 Penalty: 6226.738770
	Iteration 69Q: 3 clusters Score -3.451161e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281229 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -34511608.000000 Penalty: 6226.738770
	Iteration 70F: 3 clusters Score -3.451161e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (16047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Entering Unmasked Estep 
Score: -1928113.875000 Penalty: 2401.452637
	Iteration 0F: 2 clusters Score -1928114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1916541.250000 Penalty: 4802.905273
	Iteration 0F: 3 clusters Score -1916541 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1920235.750000 Penalty: 4802.905273
	Iteration 1F: 3 clusters Score -1920236 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1920673.125000 Penalty: 4802.905273
	Iteration 2F: 3 clusters Score -1920673 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1921129.750000 Penalty: 4802.905273
	Iteration 3F: 3 clusters Score -1921130 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1921633.500000 Penalty: 4802.905273
	Iteration 4F: 3 clusters Score -1921634 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1922153.000000 Penalty: 4802.905273
	Iteration 5F: 3 clusters Score -1922153 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1922695.125000 Penalty: 4802.905273
	Iteration 6F: 3 clusters Score -1922695 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1923302.250000 Penalty: 4802.905273
	Iteration 7F: 3 clusters Score -1923302 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1924036.125000 Penalty: 4802.905273
	Iteration 8F: 3 clusters Score -1924036 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1924920.125000 Penalty: 4802.905273
	Iteration 9F: 3 clusters Score -1924920 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1925818.375000 Penalty: 4802.905273
	Iteration 10F: 3 clusters Score -1925818 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1926361.125000 Penalty: 4802.905273
	Iteration 11Q: 3 clusters Score -1926361 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1926646.750000 Penalty: 4802.905273
	Iteration 12Q: 3 clusters Score -1926647 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1926787.250000 Penalty: 4802.905273
	Iteration 13Q: 3 clusters Score -1926787 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1926830.375000 Penalty: 4802.905273
	Iteration 14Q: 3 clusters Score -1926830 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1926842.250000 Penalty: 4802.905273
	Iteration 15Q: 3 clusters Score -1926842 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1926844.125000 Penalty: 4802.905273
	Iteration 16Q: 3 clusters Score -1926844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1926846.250000 Penalty: 4802.905273
	Iteration 17Q: 3 clusters Score -1926846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1926844.875000 Penalty: 4802.905273
	Iteration 18Q: 3 clusters Score -1926845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1926842.750000 Penalty: 4802.905273
	Iteration 19Q: 3 clusters Score -1926843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1926843.250000 Penalty: 4802.905273
	Iteration 20F: 3 clusters Score -1926843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1926846.625000 Penalty: 4802.905273
	Iteration 21Q: 3 clusters Score -1926847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1926846.375000 Penalty: 4802.905273
	Iteration 22Q: 3 clusters Score -1926846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1926848.000000 Penalty: 4802.905273
	Iteration 23Q: 3 clusters Score -1926848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1926846.125000 Penalty: 4802.905273
	Iteration 24Q: 3 clusters Score -1926846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1926847.500000 Penalty: 4802.905273
	Iteration 25Q: 3 clusters Score -1926848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1926847.500000 Penalty: 4802.905273
	Iteration 26F: 3 clusters Score -1926848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (21605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Entering Unmasked Estep 
Score: -2539653.500000 Penalty: 2475.208740
	Iteration 0F: 2 clusters Score -2539654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -2524511.000000 Penalty: 4950.417480
	Iteration 0F: 3 clusters Score -2524511 nChanged 9574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -2529742.500000 Penalty: 4950.417480
	Iteration 1F: 3 clusters Score -2529742 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -2530319.000000 Penalty: 4950.417480
	Iteration 2F: 3 clusters Score -2530319 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -2530923.250000 Penalty: 4950.417480
	Iteration 3F: 3 clusters Score -2530923 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -2531553.000000 Penalty: 4950.417480
	Iteration 4F: 3 clusters Score -2531553 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -2532294.500000 Penalty: 4950.417480
	Iteration 5F: 3 clusters Score -2532294 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -2533151.250000 Penalty: 4950.417480
	Iteration 6F: 3 clusters Score -2533151 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -2534057.250000 Penalty: 4950.417480
	Iteration 7F: 3 clusters Score -2534057 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -2534839.750000 Penalty: 4950.417480
	Iteration 8F: 3 clusters Score -2534840 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2535543.750000 Penalty: 4950.417480
	Iteration 9Q: 3 clusters Score -2535544 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2536130.750000 Penalty: 4950.417480
	Iteration 10Q: 3 clusters Score -2536131 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2536521.500000 Penalty: 4950.417480
	Iteration 11Q: 3 clusters Score -2536522 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2536826.000000 Penalty: 4950.417480
	Iteration 12Q: 3 clusters Score -2536826 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2537035.500000 Penalty: 4950.417480
	Iteration 13Q: 3 clusters Score -2537036 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2537190.750000 Penalty: 4950.417480
	Iteration 14Q: 3 clusters Score -2537191 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2537295.500000 Penalty: 4950.417480
	Iteration 15Q: 3 clusters Score -2537296 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2537352.000000 Penalty: 4950.417480
	Iteration 16Q: 3 clusters Score -2537352 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2537396.500000 Penalty: 4950.417480
	Iteration 17Q: 3 clusters Score -2537396 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2537417.500000 Penalty: 4950.417480
	Iteration 18Q: 3 clusters Score -2537418 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2537435.750000 Penalty: 4950.417480
	Iteration 19Q: 3 clusters Score -2537436 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2537445.250000 Penalty: 4950.417480
	Iteration 20F: 3 clusters Score -2537445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2537456.750000 Penalty: 4950.417480
	Iteration 21Q: 3 clusters Score -2537457 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2537472.500000 Penalty: 4950.417480
	Iteration 22Q: 3 clusters Score -2537472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2537480.000000 Penalty: 4950.417480
	Iteration 23Q: 3 clusters Score -2537480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2537489.000000 Penalty: 4950.417480
	Iteration 24Q: 3 clusters Score -2537489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2537487.500000 Penalty: 4950.417480
	Iteration 25Q: 3 clusters Score -2537488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2537493.000000 Penalty: 4950.417480
	Iteration 26Q: 3 clusters Score -2537493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2537500.250000 Penalty: 4950.417480
	Iteration 27Q: 3 clusters Score -2537500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2537499.000000 Penalty: 4950.417480
	Iteration 28Q: 3 clusters Score -2537499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2537502.750000 Penalty: 4950.417480
	Iteration 29Q: 3 clusters Score -2537503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2537504.000000 Penalty: 4950.417480
	Iteration 30Q: 3 clusters Score -2537504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2537504.000000 Penalty: 4950.417480
	Iteration 31F: 3 clusters Score -2537504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Entering Unmasked Estep 
Score: -1968468.125000 Penalty: 2410.868896
	Iteration 0F: 2 clusters Score -1968468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1956559.750000 Penalty: 4821.737793
	Iteration 0F: 3 clusters Score -1956560 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1960524.750000 Penalty: 4821.737793
	Iteration 1F: 3 clusters Score -1960525 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1960996.000000 Penalty: 4821.737793
	Iteration 2F: 3 clusters Score -1960996 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1961390.625000 Penalty: 4821.737793
	Iteration 3F: 3 clusters Score -1961391 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1961698.750000 Penalty: 4821.737793
	Iteration 4Q: 3 clusters Score -1961699 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1962048.625000 Penalty: 4821.737793
	Iteration 5Q: 3 clusters Score -1962049 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1962521.875000 Penalty: 4821.737793
	Iteration 6Q: 3 clusters Score -1962522 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1963211.125000 Penalty: 4821.737793
	Iteration 7F: 3 clusters Score -1963211 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1963976.625000 Penalty: 4821.737793
	Iteration 8F: 3 clusters Score -1963977 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1964670.125000 Penalty: 4821.737793
	Iteration 9F: 3 clusters Score -1964670 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1965234.375000 Penalty: 4821.737793
	Iteration 10F: 3 clusters Score -1965234 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1965599.625000 Penalty: 4821.737793
	Iteration 11Q: 3 clusters Score -1965600 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1965864.875000 Penalty: 4821.737793
	Iteration 12Q: 3 clusters Score -1965865 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1966038.750000 Penalty: 4821.737793
	Iteration 13Q: 3 clusters Score -1966039 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1966187.750000 Penalty: 4821.737793
	Iteration 14Q: 3 clusters Score -1966188 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1966323.000000 Penalty: 4821.737793
	Iteration 15Q: 3 clusters Score -1966323 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1966450.125000 Penalty: 4821.737793
	Iteration 16Q: 3 clusters Score -1966450 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1966580.500000 Penalty: 4821.737793
	Iteration 17Q: 3 clusters Score -1966580 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1966674.625000 Penalty: 4821.737793
	Iteration 18Q: 3 clusters Score -1966675 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1966740.875000 Penalty: 4821.737793
	Iteration 19Q: 3 clusters Score -1966741 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1966788.000000 Penalty: 4821.737793
	Iteration 20F: 3 clusters Score -1966788 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1966829.500000 Penalty: 4821.737793
	Iteration 21Q: 3 clusters Score -1966830 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1966857.000000 Penalty: 4821.737793
	Iteration 22Q: 3 clusters Score -1966857 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1966871.125000 Penalty: 4821.737793
	Iteration 23Q: 3 clusters Score -1966871 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1966882.625000 Penalty: 4821.737793
	Iteration 24Q: 3 clusters Score -1966883 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1966901.875000 Penalty: 4821.737793
	Iteration 25Q: 3 clusters Score -1966902 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1966912.875000 Penalty: 4821.737793
	Iteration 26Q: 3 clusters Score -1966913 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1966921.125000 Penalty: 4821.737793
	Iteration 27Q: 3 clusters Score -1966921 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1966933.750000 Penalty: 4821.737793
	Iteration 28Q: 3 clusters Score -1966934 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1966938.625000 Penalty: 4821.737793
	Iteration 29Q: 3 clusters Score -1966939 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1966943.875000 Penalty: 4821.737793
	Iteration 30Q: 3 clusters Score -1966944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1966949.125000 Penalty: 4821.737793
	Iteration 31Q: 3 clusters Score -1966949 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1966952.875000 Penalty: 4821.737793
	Iteration 32Q: 3 clusters Score -1966953 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1966964.625000 Penalty: 4821.737793
	Iteration 33Q: 3 clusters Score -1966965 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1966965.750000 Penalty: 4821.737793
	Iteration 34Q: 3 clusters Score -1966966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1966973.250000 Penalty: 4821.737793
	Iteration 35Q: 3 clusters Score -1966973 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1966977.750000 Penalty: 4821.737793
	Iteration 36Q: 3 clusters Score -1966978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1966986.875000 Penalty: 4821.737793
	Iteration 37Q: 3 clusters Score -1966987 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1966993.125000 Penalty: 4821.737793
	Iteration 38Q: 3 clusters Score -1966993 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1966995.625000 Penalty: 4821.737793
	Iteration 39Q: 3 clusters Score -1966996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1966995.500000 Penalty: 4821.737793
	Iteration 40F: 3 clusters Score -1966996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1966996.375000 Penalty: 4821.737793
	Iteration 41Q: 3 clusters Score -1966996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1966999.625000 Penalty: 4821.737793
	Iteration 42Q: 3 clusters Score -1967000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1966999.125000 Penalty: 4821.737793
	Iteration 43Q: 3 clusters Score -1966999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1966999.000000 Penalty: 4821.737793
	Iteration 44Q: 3 clusters Score -1966999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1966999.625000 Penalty: 4821.737793
	Iteration 45Q: 3 clusters Score -1967000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1967002.375000 Penalty: 4821.737793
	Iteration 46Q: 3 clusters Score -1967002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1967005.125000 Penalty: 4821.737793
	Iteration 47Q: 3 clusters Score -1967005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1967005.375000 Penalty: 4821.737793
	Iteration 48Q: 3 clusters Score -1967005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1967005.375000 Penalty: 4821.737793
	Iteration 49F: 3 clusters Score -1967005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Entering Unmasked Estep 
Score: -1313459.250000 Penalty: 2315.197510
	Iteration 0F: 2 clusters Score -1313459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1305011.000000 Penalty: 4630.395020
	Iteration 0F: 3 clusters Score -1305011 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1307585.000000 Penalty: 4630.395020
	Iteration 1F: 3 clusters Score -1307585 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1307943.500000 Penalty: 4630.395020
	Iteration 2F: 3 clusters Score -1307944 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1308285.000000 Penalty: 4630.395020
	Iteration 3F: 3 clusters Score -1308285 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1308623.625000 Penalty: 4630.395020
	Iteration 4F: 3 clusters Score -1308624 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1308959.625000 Penalty: 4630.395020
	Iteration 5F: 3 clusters Score -1308960 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1309313.125000 Penalty: 4630.395020
	Iteration 6F: 3 clusters Score -1309313 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1309733.000000 Penalty: 4630.395020
	Iteration 7F: 3 clusters Score -1309733 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1310133.875000 Penalty: 4630.395020
	Iteration 8Q: 3 clusters Score -1310134 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1310495.125000 Penalty: 4630.395020
	Iteration 9Q: 3 clusters Score -1310495 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1310793.375000 Penalty: 4630.395020
	Iteration 10Q: 3 clusters Score -1310793 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1311039.875000 Penalty: 4630.395020
	Iteration 11Q: 3 clusters Score -1311040 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1311278.750000 Penalty: 4630.395020
	Iteration 12Q: 3 clusters Score -1311279 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1311436.000000 Penalty: 4630.395020
	Iteration 13Q: 3 clusters Score -1311436 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1311547.375000 Penalty: 4630.395020
	Iteration 14Q: 3 clusters Score -1311547 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1311641.875000 Penalty: 4630.395020
	Iteration 15Q: 3 clusters Score -1311642 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1311706.250000 Penalty: 4630.395020
	Iteration 16Q: 3 clusters Score -1311706 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1311741.750000 Penalty: 4630.395020
	Iteration 17Q: 3 clusters Score -1311742 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1311767.500000 Penalty: 4630.395020
	Iteration 18Q: 3 clusters Score -1311768 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1311783.125000 Penalty: 4630.395020
	Iteration 19Q: 3 clusters Score -1311783 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1311798.750000 Penalty: 4630.395020
	Iteration 20F: 3 clusters Score -1311799 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1311811.875000 Penalty: 4630.395020
	Iteration 21Q: 3 clusters Score -1311812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1311820.500000 Penalty: 4630.395020
	Iteration 22Q: 3 clusters Score -1311820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1311825.125000 Penalty: 4630.395020
	Iteration 23Q: 3 clusters Score -1311825 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1311833.250000 Penalty: 4630.395020
	Iteration 24Q: 3 clusters Score -1311833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1311833.375000 Penalty: 4630.395020
	Iteration 25Q: 3 clusters Score -1311833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1311836.000000 Penalty: 4630.395020
	Iteration 26Q: 3 clusters Score -1311836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1311838.875000 Penalty: 4630.395020
	Iteration 27Q: 3 clusters Score -1311839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1311838.625000 Penalty: 4630.395020
	Iteration 28Q: 3 clusters Score -1311839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1311841.750000 Penalty: 4630.395020
	Iteration 29Q: 3 clusters Score -1311842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1311842.500000 Penalty: 4630.395020
	Iteration 30Q: 3 clusters Score -1311842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1311842.125000 Penalty: 4630.395020
	Iteration 31Q: 3 clusters Score -1311842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1311842.125000 Penalty: 4630.395020
	Iteration 32F: 3 clusters Score -1311842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Entering Unmasked Estep 
Score: -708797.812500 Penalty: 2171.383789
	Iteration 0F: 2 clusters Score -708797.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -703400.187500 Penalty: 4342.767578
	Iteration 0F: 3 clusters Score -703400.2 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -704923.437500 Penalty: 4342.767578
	Iteration 1F: 3 clusters Score -704923.4 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -705328.500000 Penalty: 4342.767578
	Iteration 2F: 3 clusters Score -705328.5 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -705622.687500 Penalty: 4342.767578
	Iteration 3F: 3 clusters Score -705622.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -705876.687500 Penalty: 4342.767578
	Iteration 4F: 3 clusters Score -705876.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -706088.562500 Penalty: 4342.767578
	Iteration 5Q: 3 clusters Score -706088.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -706273.937500 Penalty: 4342.767578
	Iteration 6Q: 3 clusters Score -706273.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -706405.562500 Penalty: 4342.767578
	Iteration 7Q: 3 clusters Score -706405.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -706526.000000 Penalty: 4342.767578
	Iteration 8Q: 3 clusters Score -706526 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -706629.312500 Penalty: 4342.767578
	Iteration 9Q: 3 clusters Score -706629.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -706713.625000 Penalty: 4342.767578
	Iteration 10Q: 3 clusters Score -706713.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -706798.812500 Penalty: 4342.767578
	Iteration 11Q: 3 clusters Score -706798.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -706878.562500 Penalty: 4342.767578
	Iteration 12Q: 3 clusters Score -706878.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -706942.562500 Penalty: 4342.767578
	Iteration 13Q: 3 clusters Score -706942.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -706990.312500 Penalty: 4342.767578
	Iteration 14Q: 3 clusters Score -706990.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -707021.687500 Penalty: 4342.767578
	Iteration 15Q: 3 clusters Score -707021.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -707045.937500 Penalty: 4342.767578
	Iteration 16Q: 3 clusters Score -707045.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -707070.625000 Penalty: 4342.767578
	Iteration 17Q: 3 clusters Score -707070.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -707105.937500 Penalty: 4342.767578
	Iteration 18Q: 3 clusters Score -707105.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -707133.062500 Penalty: 4342.767578
	Iteration 19Q: 3 clusters Score -707133.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -707156.812500 Penalty: 4342.767578
	Iteration 20F: 3 clusters Score -707156.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -707173.312500 Penalty: 4342.767578
	Iteration 21Q: 3 clusters Score -707173.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -707187.937500 Penalty: 4342.767578
	Iteration 22Q: 3 clusters Score -707187.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -707194.937500 Penalty: 4342.767578
	Iteration 23Q: 3 clusters Score -707194.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -707203.875000 Penalty: 4342.767578
	Iteration 24Q: 3 clusters Score -707203.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -707210.000000 Penalty: 4342.767578
	Iteration 25Q: 3 clusters Score -707210 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -707216.437500 Penalty: 4342.767578
	Iteration 26Q: 3 clusters Score -707216.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -707228.625000 Penalty: 4342.767578
	Iteration 27Q: 3 clusters Score -707228.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -707245.250000 Penalty: 4342.767578
	Iteration 28Q: 3 clusters Score -707245.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -707258.250000 Penalty: 4342.767578
	Iteration 29Q: 3 clusters Score -707258.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -707270.312500 Penalty: 4342.767578
	Iteration 30Q: 3 clusters Score -707270.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -707280.625000 Penalty: 4342.767578
	Iteration 31Q: 3 clusters Score -707280.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -707290.187500 Penalty: 4342.767578
	Iteration 32Q: 3 clusters Score -707290.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -707307.812500 Penalty: 4342.767578
	Iteration 33Q: 3 clusters Score -707307.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -707321.187500 Penalty: 4342.767578
	Iteration 34Q: 3 clusters Score -707321.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -707333.375000 Penalty: 4342.767578
	Iteration 35Q: 3 clusters Score -707333.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -707349.687500 Penalty: 4342.767578
	Iteration 36Q: 3 clusters Score -707349.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -707360.250000 Penalty: 4342.767578
	Iteration 37Q: 3 clusters Score -707360.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -707375.687500 Penalty: 4342.767578
	Iteration 38Q: 3 clusters Score -707375.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -707391.625000 Penalty: 4342.767578
	Iteration 39Q: 3 clusters Score -707391.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -707407.000000 Penalty: 4342.767578
	Iteration 40F: 3 clusters Score -707407 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -707417.875000 Penalty: 4342.767578
	Iteration 41Q: 3 clusters Score -707417.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -707430.375000 Penalty: 4342.767578
	Iteration 42Q: 3 clusters Score -707430.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -707447.562500 Penalty: 4342.767578
	Iteration 43Q: 3 clusters Score -707447.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -707464.250000 Penalty: 4342.767578
	Iteration 44Q: 3 clusters Score -707464.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -707482.125000 Penalty: 4342.767578
	Iteration 45Q: 3 clusters Score -707482.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -707494.375000 Penalty: 4342.767578
	Iteration 46Q: 3 clusters Score -707494.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -707504.562500 Penalty: 4342.767578
	Iteration 47Q: 3 clusters Score -707504.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -707513.000000 Penalty: 4342.767578
	Iteration 48Q: 3 clusters Score -707513 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -707521.500000 Penalty: 4342.767578
	Iteration 49Q: 3 clusters Score -707521.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -707528.812500 Penalty: 4342.767578
	Iteration 50Q: 3 clusters Score -707528.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -707536.687500 Penalty: 4342.767578
	Iteration 51Q: 3 clusters Score -707536.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -707542.187500 Penalty: 4342.767578
	Iteration 52Q: 3 clusters Score -707542.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -707547.875000 Penalty: 4342.767578
	Iteration 53Q: 3 clusters Score -707547.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -707551.687500 Penalty: 4342.767578
	Iteration 54Q: 3 clusters Score -707551.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -707555.937500 Penalty: 4342.767578
	Iteration 55Q: 3 clusters Score -707555.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -707559.375000 Penalty: 4342.767578
	Iteration 56Q: 3 clusters Score -707559.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -707559.812500 Penalty: 4342.767578
	Iteration 57Q: 3 clusters Score -707559.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -707561.750000 Penalty: 4342.767578
	Iteration 58Q: 3 clusters Score -707561.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -707566.625000 Penalty: 4342.767578
	Iteration 59Q: 3 clusters Score -707566.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -707567.062500 Penalty: 4342.767578
	Iteration 60F: 3 clusters Score -707567.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -707569.437500 Penalty: 4342.767578
	Iteration 61Q: 3 clusters Score -707569.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -707569.812500 Penalty: 4342.767578
	Iteration 62Q: 3 clusters Score -707569.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -707574.062500 Penalty: 4342.767578
	Iteration 63Q: 3 clusters Score -707574.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -707573.937500 Penalty: 4342.767578
	Iteration 64Q: 3 clusters Score -707573.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -707574.250000 Penalty: 4342.767578
	Iteration 65Q: 3 clusters Score -707574.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -707576.250000 Penalty: 4342.767578
	Iteration 66Q: 3 clusters Score -707576.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -707576.062500 Penalty: 4342.767578
	Iteration 67Q: 3 clusters Score -707576.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -707576.187500 Penalty: 4342.767578
	Iteration 68Q: 3 clusters Score -707576.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -707579.312500 Penalty: 4342.767578
	Iteration 69Q: 3 clusters Score -707579.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -707578.687500 Penalty: 4342.767578
	Iteration 70Q: 3 clusters Score -707578.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -707579.312500 Penalty: 4342.767578
	Iteration 71Q: 3 clusters Score -707579.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -707579.937500 Penalty: 4342.767578
	Iteration 72Q: 3 clusters Score -707579.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -707579.937500 Penalty: 4342.767578
	Iteration 73F: 3 clusters Score -707579.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (38250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38250 members 
Entering Unmasked Estep 
Score: -4295584.500000 Penalty: 2616.870850
	Iteration 0F: 2 clusters Score -4295584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -4269533.500000 Penalty: 5233.741699
	Iteration 0F: 3 clusters Score -4269534 nChanged 17565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -4279961.500000 Penalty: 5233.741699
	Iteration 1F: 3 clusters Score -4279962 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -4281181.500000 Penalty: 5233.741699
	Iteration 2F: 3 clusters Score -4281182 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -4282525.000000 Penalty: 5233.741699
	Iteration 3F: 3 clusters Score -4282525 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -4283979.500000 Penalty: 5233.741699
	Iteration 4F: 3 clusters Score -4283980 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -4285412.500000 Penalty: 5233.741699
	Iteration 5F: 3 clusters Score -4285412 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -4286714.500000 Penalty: 5233.741699
	Iteration 6F: 3 clusters Score -4286714 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -4287764.500000 Penalty: 5233.741699
	Iteration 7F: 3 clusters Score -4287764 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -4288545.000000 Penalty: 5233.741699
	Iteration 8Q: 3 clusters Score -4288545 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -4289199.500000 Penalty: 5233.741699
	Iteration 9Q: 3 clusters Score -4289200 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -4289795.500000 Penalty: 5233.741699
	Iteration 10Q: 3 clusters Score -4289796 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -4290412.000000 Penalty: 5233.741699
	Iteration 11Q: 3 clusters Score -4290412 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -4291059.500000 Penalty: 5233.741699
	Iteration 12Q: 3 clusters Score -4291060 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29901 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -4291698.000000 Penalty: 5233.741699
	Iteration 13Q: 3 clusters Score -4291698 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30924 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -4292256.500000 Penalty: 5233.741699
	Iteration 14Q: 3 clusters Score -4292256 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -4292739.000000 Penalty: 5233.741699
	Iteration 15Q: 3 clusters Score -4292739 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32636 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -4293128.500000 Penalty: 5233.741699
	Iteration 16Q: 3 clusters Score -4293128 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33316 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -4293479.000000 Penalty: 5233.741699
	Iteration 17Q: 3 clusters Score -4293479 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33899 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -4293756.000000 Penalty: 5233.741699
	Iteration 18Q: 3 clusters Score -4293756 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34351 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -4293972.000000 Penalty: 5233.741699
	Iteration 19Q: 3 clusters Score -4293972 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34719 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -4294119.000000 Penalty: 5233.741699
	Iteration 20F: 3 clusters Score -4294119 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -4294228.000000 Penalty: 5233.741699
	Iteration 21Q: 3 clusters Score -4294228 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35225 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -4294314.500000 Penalty: 5233.741699
	Iteration 22Q: 3 clusters Score -4294314 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35399 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -4294357.500000 Penalty: 5233.741699
	Iteration 23Q: 3 clusters Score -4294358 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35544 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -4294396.000000 Penalty: 5233.741699
	Iteration 24Q: 3 clusters Score -4294396 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35658 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -4294431.500000 Penalty: 5233.741699
	Iteration 25Q: 3 clusters Score -4294432 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35763 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -4294468.500000 Penalty: 5233.741699
	Iteration 26Q: 3 clusters Score -4294468 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -4294520.000000 Penalty: 5233.741699
	Iteration 27Q: 3 clusters Score -4294520 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -4294539.000000 Penalty: 5233.741699
	Iteration 28Q: 3 clusters Score -4294539 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35958 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -4294551.500000 Penalty: 5233.741699
	Iteration 29Q: 3 clusters Score -4294552 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -4294556.500000 Penalty: 5233.741699
	Iteration 30Q: 3 clusters Score -4294556 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36036 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -4294570.500000 Penalty: 5233.741699
	Iteration 31Q: 3 clusters Score -4294570 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36067 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -4294576.000000 Penalty: 5233.741699
	Iteration 32Q: 3 clusters Score -4294576 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36097 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -4294582.500000 Penalty: 5233.741699
	Iteration 33Q: 3 clusters Score -4294582 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36129 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -4294598.000000 Penalty: 5233.741699
	Iteration 34Q: 3 clusters Score -4294598 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36159 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -4294610.500000 Penalty: 5233.741699
	Iteration 35Q: 3 clusters Score -4294610 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -4294621.000000 Penalty: 5233.741699
	Iteration 36Q: 3 clusters Score -4294621 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36220 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -4294638.000000 Penalty: 5233.741699
	Iteration 37Q: 3 clusters Score -4294638 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36254 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -4294640.500000 Penalty: 5233.741699
	Iteration 38Q: 3 clusters Score -4294640 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36289 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -4294650.500000 Penalty: 5233.741699
	Iteration 39Q: 3 clusters Score -4294650 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36329 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -4294663.500000 Penalty: 5233.741699
	Iteration 40F: 3 clusters Score -4294664 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36375 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -4294685.500000 Penalty: 5233.741699
	Iteration 41Q: 3 clusters Score -4294686 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36410 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -4294708.500000 Penalty: 5233.741699
	Iteration 42Q: 3 clusters Score -4294708 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36436 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -4294731.500000 Penalty: 5233.741699
	Iteration 43Q: 3 clusters Score -4294732 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36475 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -4294749.000000 Penalty: 5233.741699
	Iteration 44Q: 3 clusters Score -4294749 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36531 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -4294791.000000 Penalty: 5233.741699
	Iteration 45Q: 3 clusters Score -4294791 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36573 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -4294819.500000 Penalty: 5233.741699
	Iteration 46Q: 3 clusters Score -4294820 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36625 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -4294881.500000 Penalty: 5233.741699
	Iteration 47Q: 3 clusters Score -4294882 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36678 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -4294951.500000 Penalty: 5233.741699
	Iteration 48Q: 3 clusters Score -4294952 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36713 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -4294988.500000 Penalty: 5233.741699
	Iteration 49Q: 3 clusters Score -4294988 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36740 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -4295007.500000 Penalty: 5233.741699
	Iteration 50Q: 3 clusters Score -4295008 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36769 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -4295044.000000 Penalty: 5233.741699
	Iteration 51Q: 3 clusters Score -4295044 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36790 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -4295055.000000 Penalty: 5233.741699
	Iteration 52Q: 3 clusters Score -4295055 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36812 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -4295069.000000 Penalty: 5233.741699
	Iteration 53Q: 3 clusters Score -4295069 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36819 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -4295080.500000 Penalty: 5233.741699
	Iteration 54Q: 3 clusters Score -4295080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4295096.000000 Penalty: 5233.741699
	Iteration 55Q: 3 clusters Score -4295096 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4295100.000000 Penalty: 5233.741699
	Iteration 56Q: 3 clusters Score -4295100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36829 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4295103.000000 Penalty: 5233.741699
	Iteration 57Q: 3 clusters Score -4295103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36834 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -4295097.000000 Penalty: 5233.741699
	Iteration 58Q: 3 clusters Score -4295097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36837 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -4295101.500000 Penalty: 5233.741699
	Iteration 59Q: 3 clusters Score -4295102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36836 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -4295105.000000 Penalty: 5233.741699
	Iteration 60F: 3 clusters Score -4295105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36837 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -4295109.000000 Penalty: 5233.741699
	Iteration 61Q: 3 clusters Score -4295109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -4295108.000000 Penalty: 5233.741699
	Iteration 62Q: 3 clusters Score -4295108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -4295108.000000 Penalty: 5233.741699
	Iteration 63F: 3 clusters Score -4295108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Entering Unmasked Estep 
Score: -326876.218750 Penalty: 1972.597168
	Iteration 0F: 2 clusters Score -326876.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -323747.031250 Penalty: 3945.194336
	Iteration 0F: 3 clusters Score -323747 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -324346.156250 Penalty: 3945.194336
	Iteration 1F: 3 clusters Score -324346.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -324496.937500 Penalty: 3945.194336
	Iteration 2F: 3 clusters Score -324496.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -324578.937500 Penalty: 3945.194336
	Iteration 3Q: 3 clusters Score -324578.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -324622.343750 Penalty: 3945.194336
	Iteration 4Q: 3 clusters Score -324622.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -324656.031250 Penalty: 3945.194336
	Iteration 5Q: 3 clusters Score -324656 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -324690.875000 Penalty: 3945.194336
	Iteration 6Q: 3 clusters Score -324690.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -324717.281250 Penalty: 3945.194336
	Iteration 7Q: 3 clusters Score -324717.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -324740.875000 Penalty: 3945.194336
	Iteration 8Q: 3 clusters Score -324740.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -324755.812500 Penalty: 3945.194336
	Iteration 9Q: 3 clusters Score -324755.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -324768.593750 Penalty: 3945.194336
	Iteration 10Q: 3 clusters Score -324768.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -324780.562500 Penalty: 3945.194336
	Iteration 11Q: 3 clusters Score -324780.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -324791.531250 Penalty: 3945.194336
	Iteration 12Q: 3 clusters Score -324791.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -324803.062500 Penalty: 3945.194336
	Iteration 13Q: 3 clusters Score -324803.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -324811.375000 Penalty: 3945.194336
	Iteration 14Q: 3 clusters Score -324811.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -324818.500000 Penalty: 3945.194336
	Iteration 15Q: 3 clusters Score -324818.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -324822.343750 Penalty: 3945.194336
	Iteration 16Q: 3 clusters Score -324822.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -324825.250000 Penalty: 3945.194336
	Iteration 17Q: 3 clusters Score -324825.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -324831.718750 Penalty: 3945.194336
	Iteration 18Q: 3 clusters Score -324831.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -324838.031250 Penalty: 3945.194336
	Iteration 19Q: 3 clusters Score -324838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -324842.031250 Penalty: 3945.194336
	Iteration 20F: 3 clusters Score -324842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -324844.125000 Penalty: 3945.194336
	Iteration 21Q: 3 clusters Score -324844.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -324844.500000 Penalty: 3945.194336
	Iteration 22Q: 3 clusters Score -324844.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -324844.500000 Penalty: 3945.194336
	Iteration 23F: 3 clusters Score -324844.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Entering Unmasked Estep 
Score: -1228324.375000 Penalty: 2297.560059
	Iteration 0F: 2 clusters Score -1228324 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 5293 members 
Entering Unmasked Estep 
Score: -1220319.500000 Penalty: 4595.120117
	Iteration 0F: 3 clusters Score -1220320 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1222779.500000 Penalty: 4595.120117
	Iteration 1F: 3 clusters Score -1222780 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1223272.000000 Penalty: 4595.120117
	Iteration 2F: 3 clusters Score -1223272 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1223764.250000 Penalty: 4595.120117
	Iteration 3F: 3 clusters Score -1223764 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1224197.375000 Penalty: 4595.120117
	Iteration 4F: 3 clusters Score -1224197 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1224575.750000 Penalty: 4595.120117
	Iteration 5F: 3 clusters Score -1224576 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1224902.125000 Penalty: 4595.120117
	Iteration 6F: 3 clusters Score -1224902 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1225144.375000 Penalty: 4595.120117
	Iteration 7Q: 3 clusters Score -1225144 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1225287.375000 Penalty: 4595.120117
	Iteration 8Q: 3 clusters Score -1225287 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1225385.750000 Penalty: 4595.120117
	Iteration 9Q: 3 clusters Score -1225386 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1225453.750000 Penalty: 4595.120117
	Iteration 10Q: 3 clusters Score -1225454 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1225515.875000 Penalty: 4595.120117
	Iteration 11Q: 3 clusters Score -1225516 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1225576.125000 Penalty: 4595.120117
	Iteration 12Q: 3 clusters Score -1225576 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1225633.000000 Penalty: 4595.120117
	Iteration 13Q: 3 clusters Score -1225633 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1225665.875000 Penalty: 4595.120117
	Iteration 14Q: 3 clusters Score -1225666 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1225690.125000 Penalty: 4595.120117
	Iteration 15Q: 3 clusters Score -1225690 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1225714.750000 Penalty: 4595.120117
	Iteration 16Q: 3 clusters Score -1225715 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1225732.000000 Penalty: 4595.120117
	Iteration 17Q: 3 clusters Score -1225732 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1225747.375000 Penalty: 4595.120117
	Iteration 18Q: 3 clusters Score -1225747 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1225757.625000 Penalty: 4595.120117
	Iteration 19Q: 3 clusters Score -1225758 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1225772.625000 Penalty: 4595.120117
	Iteration 20F: 3 clusters Score -1225773 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1225788.500000 Penalty: 4595.120117
	Iteration 21Q: 3 clusters Score -1225788 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1225795.125000 Penalty: 4595.120117
	Iteration 22Q: 3 clusters Score -1225795 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1225799.625000 Penalty: 4595.120117
	Iteration 23Q: 3 clusters Score -1225800 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1225805.375000 Penalty: 4595.120117
	Iteration 24Q: 3 clusters Score -1225805 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1225809.125000 Penalty: 4595.120117
	Iteration 25Q: 3 clusters Score -1225809 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1225819.250000 Penalty: 4595.120117
	Iteration 26Q: 3 clusters Score -1225819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1225822.125000 Penalty: 4595.120117
	Iteration 27Q: 3 clusters Score -1225822 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1225821.500000 Penalty: 4595.120117
	Iteration 28Q: 3 clusters Score -1225822 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1225827.375000 Penalty: 4595.120117
	Iteration 29Q: 3 clusters Score -1225827 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1225831.375000 Penalty: 4595.120117
	Iteration 30Q: 3 clusters Score -1225831 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1225835.750000 Penalty: 4595.120117
	Iteration 31Q: 3 clusters Score -1225836 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1225837.000000 Penalty: 4595.120117
	Iteration 32Q: 3 clusters Score -1225837 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1225841.500000 Penalty: 4595.120117
	Iteration 33Q: 3 clusters Score -1225842 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1225844.250000 Penalty: 4595.120117
	Iteration 34Q: 3 clusters Score -1225844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1225848.000000 Penalty: 4595.120117
	Iteration 35Q: 3 clusters Score -1225848 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1225848.625000 Penalty: 4595.120117
	Iteration 36Q: 3 clusters Score -1225849 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1225851.250000 Penalty: 4595.120117
	Iteration 37Q: 3 clusters Score -1225851 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1225854.000000 Penalty: 4595.120117
	Iteration 38Q: 3 clusters Score -1225854 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1225862.625000 Penalty: 4595.120117
	Iteration 39Q: 3 clusters Score -1225863 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1225859.750000 Penalty: 4595.120117
	Iteration 40F: 3 clusters Score -1225860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1225864.375000 Penalty: 4595.120117
	Iteration 41Q: 3 clusters Score -1225864 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1225871.875000 Penalty: 4595.120117
	Iteration 42Q: 3 clusters Score -1225872 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1225879.125000 Penalty: 4595.120117
	Iteration 43Q: 3 clusters Score -1225879 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1225884.125000 Penalty: 4595.120117
	Iteration 44Q: 3 clusters Score -1225884 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1225893.000000 Penalty: 4595.120117
	Iteration 45Q: 3 clusters Score -1225893 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1225898.125000 Penalty: 4595.120117
	Iteration 46Q: 3 clusters Score -1225898 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1225902.375000 Penalty: 4595.120117
	Iteration 47Q: 3 clusters Score -1225902 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1225907.750000 Penalty: 4595.120117
	Iteration 48Q: 3 clusters Score -1225908 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1225915.875000 Penalty: 4595.120117
	Iteration 49Q: 3 clusters Score -1225916 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1225927.000000 Penalty: 4595.120117
	Iteration 50Q: 3 clusters Score -1225927 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1225937.250000 Penalty: 4595.120117
	Iteration 51Q: 3 clusters Score -1225937 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1225947.500000 Penalty: 4595.120117
	Iteration 52Q: 3 clusters Score -1225948 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1225959.375000 Penalty: 4595.120117
	Iteration 53Q: 3 clusters Score -1225959 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1225966.000000 Penalty: 4595.120117
	Iteration 54Q: 3 clusters Score -1225966 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1225978.625000 Penalty: 4595.120117
	Iteration 55Q: 3 clusters Score -1225979 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1225991.875000 Penalty: 4595.120117
	Iteration 56Q: 3 clusters Score -1225992 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1225996.250000 Penalty: 4595.120117
	Iteration 57Q: 3 clusters Score -1225996 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1226004.500000 Penalty: 4595.120117
	Iteration 58Q: 3 clusters Score -1226004 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1226013.375000 Penalty: 4595.120117
	Iteration 59Q: 3 clusters Score -1226013 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1226027.875000 Penalty: 4595.120117
	Iteration 60F: 3 clusters Score -1226028 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1226033.250000 Penalty: 4595.120117
	Iteration 61Q: 3 clusters Score -1226033 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1226041.000000 Penalty: 4595.120117
	Iteration 62Q: 3 clusters Score -1226041 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1226049.875000 Penalty: 4595.120117
	Iteration 63Q: 3 clusters Score -1226050 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1226062.625000 Penalty: 4595.120117
	Iteration 64Q: 3 clusters Score -1226063 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1226073.000000 Penalty: 4595.120117
	Iteration 65Q: 3 clusters Score -1226073 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1226093.375000 Penalty: 4595.120117
	Iteration 66Q: 3 clusters Score -1226093 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1226110.625000 Penalty: 4595.120117
	Iteration 67Q: 3 clusters Score -1226111 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1226131.500000 Penalty: 4595.120117
	Iteration 68Q: 3 clusters Score -1226132 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1226155.875000 Penalty: 4595.120117
	Iteration 69Q: 3 clusters Score -1226156 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1226175.625000 Penalty: 4595.120117
	Iteration 70Q: 3 clusters Score -1226176 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1226196.875000 Penalty: 4595.120117
	Iteration 71Q: 3 clusters Score -1226197 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1226225.125000 Penalty: 4595.120117
	Iteration 72Q: 3 clusters Score -1226225 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1226242.625000 Penalty: 4595.120117
	Iteration 73Q: 3 clusters Score -1226243 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1226266.125000 Penalty: 4595.120117
	Iteration 74Q: 3 clusters Score -1226266 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1226294.625000 Penalty: 4595.120117
	Iteration 75Q: 3 clusters Score -1226295 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1226333.875000 Penalty: 4595.120117
	Iteration 76Q: 3 clusters Score -1226334 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1226388.250000 Penalty: 4595.120117
	Iteration 77Q: 3 clusters Score -1226388 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1226446.125000 Penalty: 4595.120117
	Iteration 78Q: 3 clusters Score -1226446 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1226495.500000 Penalty: 4595.120117
	Iteration 79Q: 3 clusters Score -1226496 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1226530.000000 Penalty: 4595.120117
	Iteration 80F: 3 clusters Score -1226530 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1226567.750000 Penalty: 4595.120117
	Iteration 81Q: 3 clusters Score -1226568 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1226593.375000 Penalty: 4595.120117
	Iteration 82Q: 3 clusters Score -1226593 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1226618.375000 Penalty: 4595.120117
	Iteration 83Q: 3 clusters Score -1226618 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1226643.000000 Penalty: 4595.120117
	Iteration 84Q: 3 clusters Score -1226643 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1226664.625000 Penalty: 4595.120117
	Iteration 85Q: 3 clusters Score -1226665 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1226685.500000 Penalty: 4595.120117
	Iteration 86Q: 3 clusters Score -1226686 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1226707.250000 Penalty: 4595.120117
	Iteration 87Q: 3 clusters Score -1226707 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1226719.750000 Penalty: 4595.120117
	Iteration 88Q: 3 clusters Score -1226720 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1226733.625000 Penalty: 4595.120117
	Iteration 89Q: 3 clusters Score -1226734 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1226751.375000 Penalty: 4595.120117
	Iteration 90Q: 3 clusters Score -1226751 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1226781.375000 Penalty: 4595.120117
	Iteration 91Q: 3 clusters Score -1226781 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1226820.500000 Penalty: 4595.120117
	Iteration 92Q: 3 clusters Score -1226820 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1226853.375000 Penalty: 4595.120117
	Iteration 93Q: 3 clusters Score -1226853 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1226869.750000 Penalty: 4595.120117
	Iteration 94Q: 3 clusters Score -1226870 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1226882.875000 Penalty: 4595.120117
	Iteration 95Q: 3 clusters Score -1226883 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1226890.750000 Penalty: 4595.120117
	Iteration 96Q: 3 clusters Score -1226891 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1226902.375000 Penalty: 4595.120117
	Iteration 97Q: 3 clusters Score -1226902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1226916.250000 Penalty: 4595.120117
	Iteration 98Q: 3 clusters Score -1226916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1226922.375000 Penalty: 4595.120117
	Iteration 99Q: 3 clusters Score -1226922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1226926.625000 Penalty: 4595.120117
	Iteration 100F: 3 clusters Score -1226927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1226939.125000 Penalty: 4595.120117
	Iteration 101Q: 3 clusters Score -1226939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1226942.625000 Penalty: 4595.120117
	Iteration 102Q: 3 clusters Score -1226943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1226948.375000 Penalty: 4595.120117
	Iteration 103Q: 3 clusters Score -1226948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1226952.000000 Penalty: 4595.120117
	Iteration 104Q: 3 clusters Score -1226952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1226951.625000 Penalty: 4595.120117
	Iteration 105Q: 3 clusters Score -1226952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1226952.000000 Penalty: 4595.120117
	Iteration 106Q: 3 clusters Score -1226952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1226956.000000 Penalty: 4595.120117
	Iteration 107Q: 3 clusters Score -1226956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1226957.500000 Penalty: 4595.120117
	Iteration 108Q: 3 clusters Score -1226958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1226955.500000 Penalty: 4595.120117
	Iteration 109Q: 3 clusters Score -1226956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1226957.125000 Penalty: 4595.120117
	Iteration 110Q: 3 clusters Score -1226957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1226961.500000 Penalty: 4595.120117
	Iteration 111Q: 3 clusters Score -1226962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1226966.625000 Penalty: 4595.120117
	Iteration 112Q: 3 clusters Score -1226967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1226967.875000 Penalty: 4595.120117
	Iteration 113Q: 3 clusters Score -1226968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1226969.500000 Penalty: 4595.120117
	Iteration 114Q: 3 clusters Score -1226970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1226971.500000 Penalty: 4595.120117
	Iteration 115Q: 3 clusters Score -1226972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1226971.125000 Penalty: 4595.120117
	Iteration 116Q: 3 clusters Score -1226971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1226971.125000 Penalty: 4595.120117
	Iteration 117F: 3 clusters Score -1226971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -987835.062500 Penalty: 2231.966797
	Iteration 0F: 2 clusters Score -987835.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -981454.187500 Penalty: 4463.933594
	Iteration 0F: 3 clusters Score -981454.2 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -983144.500000 Penalty: 4463.933594
	Iteration 1F: 3 clusters Score -983144.5 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -983387.437500 Penalty: 4463.933594
	Iteration 2F: 3 clusters Score -983387.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -983603.562500 Penalty: 4463.933594
	Iteration 3F: 3 clusters Score -983603.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -983773.125000 Penalty: 4463.933594
	Iteration 4Q: 3 clusters Score -983773.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -983936.625000 Penalty: 4463.933594
	Iteration 5Q: 3 clusters Score -983936.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -984123.000000 Penalty: 4463.933594
	Iteration 6Q: 3 clusters Score -984123 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -984334.625000 Penalty: 4463.933594
	Iteration 7Q: 3 clusters Score -984334.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -984582.875000 Penalty: 4463.933594
	Iteration 8Q: 3 clusters Score -984582.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -984838.187500 Penalty: 4463.933594
	Iteration 9Q: 3 clusters Score -984838.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -985076.437500 Penalty: 4463.933594
	Iteration 10Q: 3 clusters Score -985076.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -985288.937500 Penalty: 4463.933594
	Iteration 11Q: 3 clusters Score -985288.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -985440.187500 Penalty: 4463.933594
	Iteration 12Q: 3 clusters Score -985440.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -985543.125000 Penalty: 4463.933594
	Iteration 13Q: 3 clusters Score -985543.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -985622.500000 Penalty: 4463.933594
	Iteration 14Q: 3 clusters Score -985622.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -985672.500000 Penalty: 4463.933594
	Iteration 15Q: 3 clusters Score -985672.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -985719.250000 Penalty: 4463.933594
	Iteration 16Q: 3 clusters Score -985719.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -985750.187500 Penalty: 4463.933594
	Iteration 17Q: 3 clusters Score -985750.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -985778.000000 Penalty: 4463.933594
	Iteration 18Q: 3 clusters Score -985778 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -985798.875000 Penalty: 4463.933594
	Iteration 19Q: 3 clusters Score -985798.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -985812.562500 Penalty: 4463.933594
	Iteration 20F: 3 clusters Score -985812.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -985834.937500 Penalty: 4463.933594
	Iteration 21Q: 3 clusters Score -985834.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -985853.625000 Penalty: 4463.933594
	Iteration 22Q: 3 clusters Score -985853.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -985874.437500 Penalty: 4463.933594
	Iteration 23Q: 3 clusters Score -985874.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -985888.250000 Penalty: 4463.933594
	Iteration 24Q: 3 clusters Score -985888.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -985898.562500 Penalty: 4463.933594
	Iteration 25Q: 3 clusters Score -985898.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -985904.437500 Penalty: 4463.933594
	Iteration 26Q: 3 clusters Score -985904.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -985908.125000 Penalty: 4463.933594
	Iteration 27Q: 3 clusters Score -985908.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -985908.937500 Penalty: 4463.933594
	Iteration 28Q: 3 clusters Score -985908.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -985909.875000 Penalty: 4463.933594
	Iteration 29Q: 3 clusters Score -985909.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -985909.875000 Penalty: 4463.933594
	Iteration 30F: 3 clusters Score -985909.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (221725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221725 members 
Entering Unmasked Estep 
Score: -27209608.000000 Penalty: 3052.679932
	Iteration 0F: 2 clusters Score -2.720961e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110662 members 
Mstep: Class 2 contains 111063 members 
Entering Unmasked Estep 
Score: -27066068.000000 Penalty: 6105.359863
	Iteration 0F: 3 clusters Score -2.706607e+07 nChanged 106836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103638 members 
Mstep: Class 2 contains 118087 members 
Entering Unmasked Estep 
Score: -27129974.000000 Penalty: 6105.359863
	Iteration 1F: 3 clusters Score -2.712997e+07 nChanged 7529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99039 members 
Mstep: Class 2 contains 122686 members 
Entering Unmasked Estep 
Score: -27132048.000000 Penalty: 6105.359863
	Iteration 2Q: 3 clusters Score -2.713205e+07 nChanged 9352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92041 members 
Mstep: Class 2 contains 129684 members 
Entering Unmasked Estep 
Score: -27135554.000000 Penalty: 6105.359863
	Iteration 3Q: 3 clusters Score -2.713555e+07 nChanged 11968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82009 members 
Mstep: Class 2 contains 139716 members 
Entering Unmasked Estep 
Score: -27141564.000000 Penalty: 6105.359863
	Iteration 4F: 3 clusters Score -2.714156e+07 nChanged 15040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68495 members 
Mstep: Class 2 contains 153230 members 
Entering Unmasked Estep 
Score: -27151514.000000 Penalty: 6105.359863
	Iteration 5F: 3 clusters Score -2.715151e+07 nChanged 17438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52005 members 
Mstep: Class 2 contains 169720 members 
Entering Unmasked Estep 
Score: -27165164.000000 Penalty: 6105.359863
	Iteration 6F: 3 clusters Score -2.716516e+07 nChanged 18028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 187246 members 
Entering Unmasked Estep 
Score: -27180636.000000 Penalty: 6105.359863
	Iteration 7F: 3 clusters Score -2.718064e+07 nChanged 15331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 202421 members 
Entering Unmasked Estep 
Score: -27193280.000000 Penalty: 6105.359863
	Iteration 8F: 3 clusters Score -2.719328e+07 nChanged 10114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 212491 members 
Entering Unmasked Estep 
Score: -27200752.000000 Penalty: 6105.359863
	Iteration 9Q: 3 clusters Score -2.720075e+07 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 217746 members 
Entering Unmasked Estep 
Score: -27204296.000000 Penalty: 6105.359863
	Iteration 10Q: 3 clusters Score -2.72043e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 219940 members 
Entering Unmasked Estep 
Score: -27205904.000000 Penalty: 6105.359863
	Iteration 11Q: 3 clusters Score -2.72059e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 220824 members 
Entering Unmasked Estep 
Score: -27206534.000000 Penalty: 6105.359863
	Iteration 12Q: 3 clusters Score -2.720653e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 221123 members 
Entering Unmasked Estep 
Score: -27206754.000000 Penalty: 6105.359863
	Iteration 13Q: 3 clusters Score -2.720675e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 221257 members 
Entering Unmasked Estep 
Score: -27206886.000000 Penalty: 6105.359863
	Iteration 14Q: 3 clusters Score -2.720689e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 221320 members 
Entering Unmasked Estep 
Score: -27206928.000000 Penalty: 6105.359863
	Iteration 15Q: 3 clusters Score -2.720693e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 221347 members 
Entering Unmasked Estep 
Score: -27206946.000000 Penalty: 6105.359863
	Iteration 16Q: 3 clusters Score -2.720695e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 221364 members 
Entering Unmasked Estep 
Score: -27206966.000000 Penalty: 6105.359863
	Iteration 17Q: 3 clusters Score -2.720697e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 221375 members 
Entering Unmasked Estep 
Score: -27206988.000000 Penalty: 6105.359863
	Iteration 18Q: 3 clusters Score -2.720699e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 221382 members 
Entering Unmasked Estep 
Score: -27206994.000000 Penalty: 6105.359863
	Iteration 19Q: 3 clusters Score -2.720699e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 221385 members 
Entering Unmasked Estep 
Score: -27207000.000000 Penalty: 6105.359863
	Iteration 20F: 3 clusters Score -2.7207e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 221388 members 
Entering Unmasked Estep 
Score: -27207008.000000 Penalty: 6105.359863
	Iteration 21Q: 3 clusters Score -2.720701e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 221395 members 
Entering Unmasked Estep 
Score: -27207034.000000 Penalty: 6105.359863
	Iteration 22Q: 3 clusters Score -2.720703e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 221397 members 
Entering Unmasked Estep 
Score: -27207044.000000 Penalty: 6105.359863
	Iteration 23Q: 3 clusters Score -2.720704e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 221399 members 
Entering Unmasked Estep 
Score: -27207034.000000 Penalty: 6105.359863
	Iteration 24Q: 3 clusters Score -2.720703e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 221400 members 
Entering Unmasked Estep 
Score: -27207052.000000 Penalty: 6105.359863
	Iteration 25Q: 3 clusters Score -2.720705e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 221401 members 
Entering Unmasked Estep 
Score: -27207046.000000 Penalty: 6105.359863
	Iteration 26Q: 3 clusters Score -2.720705e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 221401 members 
Entering Unmasked Estep 
Score: -27207046.000000 Penalty: 6105.359863
	Iteration 27F: 3 clusters Score -2.720705e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (170660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170660 members 
Entering Unmasked Estep 
Score: -20654916.000000 Penalty: 2987.762207
	Iteration 0F: 2 clusters Score -2.065492e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85417 members 
Mstep: Class 2 contains 85243 members 
Entering Unmasked Estep 
Score: -20540708.000000 Penalty: 5975.524414
	Iteration 0F: 3 clusters Score -2.054071e+07 nChanged 81561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86230 members 
Mstep: Class 2 contains 84430 members 
Entering Unmasked Estep 
Score: -20588022.000000 Penalty: 5975.524414
	Iteration 1F: 3 clusters Score -2.058802e+07 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86722 members 
Mstep: Class 2 contains 83938 members 
Entering Unmasked Estep 
Score: -20588772.000000 Penalty: 5975.524414
	Iteration 2Q: 3 clusters Score -2.058877e+07 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87460 members 
Mstep: Class 2 contains 83200 members 
Entering Unmasked Estep 
Score: -20589738.000000 Penalty: 5975.524414
	Iteration 3Q: 3 clusters Score -2.058974e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88621 members 
Mstep: Class 2 contains 82039 members 
Entering Unmasked Estep 
Score: -20591044.000000 Penalty: 5975.524414
	Iteration 4Q: 3 clusters Score -2.059104e+07 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90343 members 
Mstep: Class 2 contains 80317 members 
Entering Unmasked Estep 
Score: -20592508.000000 Penalty: 5975.524414
	Iteration 5Q: 3 clusters Score -2.059251e+07 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92953 members 
Mstep: Class 2 contains 77707 members 
Entering Unmasked Estep 
Score: -20594596.000000 Penalty: 5975.524414
	Iteration 6Q: 3 clusters Score -2.05946e+07 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96747 members 
Mstep: Class 2 contains 73913 members 
Entering Unmasked Estep 
Score: -20597702.000000 Penalty: 5975.524414
	Iteration 7Q: 3 clusters Score -2.05977e+07 nChanged 8705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101980 members 
Mstep: Class 2 contains 68680 members 
Entering Unmasked Estep 
Score: -20602344.000000 Penalty: 5975.524414
	Iteration 8F: 3 clusters Score -2.060234e+07 nChanged 10015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108485 members 
Mstep: Class 2 contains 62175 members 
Entering Unmasked Estep 
Score: -20609128.000000 Penalty: 5975.524414
	Iteration 9F: 3 clusters Score -2.060913e+07 nChanged 10776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115523 members 
Mstep: Class 2 contains 55137 members 
Entering Unmasked Estep 
Score: -20617618.000000 Penalty: 5975.524414
	Iteration 10F: 3 clusters Score -2.061762e+07 nChanged 10459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121648 members 
Mstep: Class 2 contains 49012 members 
Entering Unmasked Estep 
Score: -20626520.000000 Penalty: 5975.524414
	Iteration 11F: 3 clusters Score -2.062652e+07 nChanged 9095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125733 members 
Mstep: Class 2 contains 44927 members 
Entering Unmasked Estep 
Score: -20635142.000000 Penalty: 5975.524414
	Iteration 12F: 3 clusters Score -2.063514e+07 nChanged 7130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127679 members 
Mstep: Class 2 contains 42981 members 
Entering Unmasked Estep 
Score: -20641872.000000 Penalty: 5975.524414
	Iteration 13Q: 3 clusters Score -2.064187e+07 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128147 members 
Mstep: Class 2 contains 42513 members 
Entering Unmasked Estep 
Score: -20645970.000000 Penalty: 5975.524414
	Iteration 14Q: 3 clusters Score -2.064597e+07 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127454 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -20648474.000000 Penalty: 5975.524414
	Iteration 15Q: 3 clusters Score -2.064847e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125890 members 
Mstep: Class 2 contains 44770 members 
Entering Unmasked Estep 
Score: -20650764.000000 Penalty: 5975.524414
	Iteration 16Q: 3 clusters Score -2.065076e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123739 members 
Mstep: Class 2 contains 46921 members 
Entering Unmasked Estep 
Score: -20653186.000000 Penalty: 5975.524414
	Iteration 17Q: 3 clusters Score -2.065319e+07 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121082 members 
Mstep: Class 2 contains 49578 members 
Entering Unmasked Estep 
Score: -20655646.000000 Penalty: 5975.524414
	Iteration 18Q: 3 clusters Score -2.065565e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117992 members 
Mstep: Class 2 contains 52668 members 
Entering Unmasked Estep 
Score: -20658186.000000 Penalty: 5975.524414
	Iteration 19Q: 3 clusters Score -2.065819e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114653 members 
Mstep: Class 2 contains 56007 members 
Entering Unmasked Estep 
Score: -20660490.000000 Penalty: 5975.524414
	Iteration 20F: 3 clusters Score -2.066049e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111003 members 
Mstep: Class 2 contains 59657 members 
Entering Unmasked Estep 
Score: -20663014.000000 Penalty: 5975.524414
	Iteration 21Q: 3 clusters Score -2.066301e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107214 members 
Mstep: Class 2 contains 63446 members 
Entering Unmasked Estep 
Score: -20665858.000000 Penalty: 5975.524414
	Iteration 22Q: 3 clusters Score -2.066586e+07 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103538 members 
Mstep: Class 2 contains 67122 members 
Entering Unmasked Estep 
Score: -20668350.000000 Penalty: 5975.524414
	Iteration 23Q: 3 clusters Score -2.066835e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100261 members 
Mstep: Class 2 contains 70399 members 
Entering Unmasked Estep 
Score: -20670376.000000 Penalty: 5975.524414
	Iteration 24Q: 3 clusters Score -2.067038e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97472 members 
Mstep: Class 2 contains 73188 members 
Entering Unmasked Estep 
Score: -20671728.000000 Penalty: 5975.524414
	Iteration 25Q: 3 clusters Score -2.067173e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95249 members 
Mstep: Class 2 contains 75411 members 
Entering Unmasked Estep 
Score: -20672580.000000 Penalty: 5975.524414
	Iteration 26Q: 3 clusters Score -2.067258e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93552 members 
Mstep: Class 2 contains 77108 members 
Entering Unmasked Estep 
Score: -20673126.000000 Penalty: 5975.524414
	Iteration 27Q: 3 clusters Score -2.067313e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92272 members 
Mstep: Class 2 contains 78388 members 
Entering Unmasked Estep 
Score: -20673216.000000 Penalty: 5975.524414
	Iteration 28Q: 3 clusters Score -2.067322e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91331 members 
Mstep: Class 2 contains 79329 members 
Entering Unmasked Estep 
Score: -20673464.000000 Penalty: 5975.524414
	Iteration 29Q: 3 clusters Score -2.067346e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90617 members 
Mstep: Class 2 contains 80043 members 
Entering Unmasked Estep 
Score: -20673576.000000 Penalty: 5975.524414
	Iteration 30Q: 3 clusters Score -2.067358e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90121 members 
Mstep: Class 2 contains 80539 members 
Entering Unmasked Estep 
Score: -20673578.000000 Penalty: 5975.524414
	Iteration 31Q: 3 clusters Score -2.067358e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89771 members 
Mstep: Class 2 contains 80889 members 
Entering Unmasked Estep 
Score: -20673578.000000 Penalty: 5975.524414
	Iteration 32Q: 3 clusters Score -2.067358e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89528 members 
Mstep: Class 2 contains 81132 members 
Entering Unmasked Estep 
Score: -20673598.000000 Penalty: 5975.524414
	Iteration 33Q: 3 clusters Score -2.06736e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89356 members 
Mstep: Class 2 contains 81304 members 
Entering Unmasked Estep 
Score: -20673568.000000 Penalty: 5975.524414
	Iteration 34Q: 3 clusters Score -2.067357e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89251 members 
Mstep: Class 2 contains 81409 members 
Entering Unmasked Estep 
Score: -20673528.000000 Penalty: 5975.524414
	Iteration 35Q: 3 clusters Score -2.067353e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89176 members 
Mstep: Class 2 contains 81484 members 
Entering Unmasked Estep 
Score: -20673546.000000 Penalty: 5975.524414
	Iteration 36Q: 3 clusters Score -2.067355e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89119 members 
Mstep: Class 2 contains 81541 members 
Entering Unmasked Estep 
Score: -20673534.000000 Penalty: 5975.524414
	Iteration 37Q: 3 clusters Score -2.067353e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89075 members 
Mstep: Class 2 contains 81585 members 
Entering Unmasked Estep 
Score: -20673548.000000 Penalty: 5975.524414
	Iteration 38Q: 3 clusters Score -2.067355e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89049 members 
Mstep: Class 2 contains 81611 members 
Entering Unmasked Estep 
Score: -20673546.000000 Penalty: 5975.524414
	Iteration 39Q: 3 clusters Score -2.067355e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89025 members 
Mstep: Class 2 contains 81635 members 
Entering Unmasked Estep 
Score: -20673552.000000 Penalty: 5975.524414
	Iteration 40F: 3 clusters Score -2.067355e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89008 members 
Mstep: Class 2 contains 81652 members 
Entering Unmasked Estep 
Score: -20673562.000000 Penalty: 5975.524414
	Iteration 41Q: 3 clusters Score -2.067356e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88995 members 
Mstep: Class 2 contains 81665 members 
Entering Unmasked Estep 
Score: -20673554.000000 Penalty: 5975.524414
	Iteration 42Q: 3 clusters Score -2.067355e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88985 members 
Mstep: Class 2 contains 81675 members 
Entering Unmasked Estep 
Score: -20673564.000000 Penalty: 5975.524414
	Iteration 43Q: 3 clusters Score -2.067356e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88981 members 
Mstep: Class 2 contains 81679 members 
Entering Unmasked Estep 
Score: -20673558.000000 Penalty: 5975.524414
	Iteration 44Q: 3 clusters Score -2.067356e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88979 members 
Mstep: Class 2 contains 81681 members 
Entering Unmasked Estep 
Score: -20673566.000000 Penalty: 5975.524414
	Iteration 45Q: 3 clusters Score -2.067357e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88978 members 
Mstep: Class 2 contains 81682 members 
Entering Unmasked Estep 
Score: -20673570.000000 Penalty: 5975.524414
	Iteration 46Q: 3 clusters Score -2.067357e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88977 members 
Mstep: Class 2 contains 81683 members 
Entering Unmasked Estep 
Score: -20673562.000000 Penalty: 5975.524414
	Iteration 47Q: 3 clusters Score -2.067356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88976 members 
Mstep: Class 2 contains 81684 members 
Entering Unmasked Estep 
Score: -20673566.000000 Penalty: 5975.524414
	Iteration 48Q: 3 clusters Score -2.067357e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88975 members 
Mstep: Class 2 contains 81685 members 
Entering Unmasked Estep 
Score: -20673562.000000 Penalty: 5975.524414
	Iteration 49Q: 3 clusters Score -2.067356e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88975 members 
Mstep: Class 2 contains 81685 members 
Entering Unmasked Estep 
Score: -20673562.000000 Penalty: 5975.524414
	Iteration 50F: 3 clusters Score -2.067356e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58533 members 
Mstep: Class 2 contains 156440 members 
Mstep: Class 3 contains 7362 members 
Mstep: Class 4 contains 179871 members 
Mstep: Class 5 contains 11193 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31634 members 
Mstep: Class 8 contains 25953 members 
Mstep: Class 9 contains 187944 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38371 members 
Mstep: Class 12 contains 8773 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 8057 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10548 members 
Mstep: Class 17 contains 69895 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12389 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276834 members 
Mstep: Class 22 contains 41065 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283200 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21605 members 
Mstep: Class 27 contains 16668 members 
Mstep: Class 28 contains 11333 members 
Mstep: Class 29 contains 6346 members 
Mstep: Class 30 contains 38250 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8102 members 
Mstep: Class 34 contains 221725 members 
Mstep: Class 35 contains 88975 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 10943 members 
Mstep: Class 39 contains 81685 members 
Entering Unmasked Estep 
Score: -235439504.000000 Penalty: 140280.062500
Splitting cluster 35 changes total score from -235412896.000000 to -235439504.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 36 (10321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Entering Unmasked Estep 
Score: -1203048.000000 Penalty: 2292.000000
	Iteration 0F: 2 clusters Score -1203048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1195209.125000 Penalty: 4584.000000
	Iteration 0F: 3 clusters Score -1195209 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1197582.500000 Penalty: 4584.000000
	Iteration 1F: 3 clusters Score -1197582 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1197947.000000 Penalty: 4584.000000
	Iteration 2F: 3 clusters Score -1197947 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1198212.125000 Penalty: 4584.000000
	Iteration 3F: 3 clusters Score -1198212 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1198451.625000 Penalty: 4584.000000
	Iteration 4Q: 3 clusters Score -1198452 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1198685.000000 Penalty: 4584.000000
	Iteration 5Q: 3 clusters Score -1198685 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1198907.125000 Penalty: 4584.000000
	Iteration 6Q: 3 clusters Score -1198907 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1199131.375000 Penalty: 4584.000000
	Iteration 7Q: 3 clusters Score -1199131 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1199351.875000 Penalty: 4584.000000
	Iteration 8Q: 3 clusters Score -1199352 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1199613.625000 Penalty: 4584.000000
	Iteration 9Q: 3 clusters Score -1199614 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1199962.750000 Penalty: 4584.000000
	Iteration 10Q: 3 clusters Score -1199963 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1200354.500000 Penalty: 4584.000000
	Iteration 11Q: 3 clusters Score -1200354 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1200714.875000 Penalty: 4584.000000
	Iteration 12Q: 3 clusters Score -1200715 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1200967.250000 Penalty: 4584.000000
	Iteration 13Q: 3 clusters Score -1200967 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1201139.000000 Penalty: 4584.000000
	Iteration 14Q: 3 clusters Score -1201139 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1201263.875000 Penalty: 4584.000000
	Iteration 15Q: 3 clusters Score -1201264 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1201346.125000 Penalty: 4584.000000
	Iteration 16Q: 3 clusters Score -1201346 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1201415.375000 Penalty: 4584.000000
	Iteration 17Q: 3 clusters Score -1201415 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1201457.500000 Penalty: 4584.000000
	Iteration 18Q: 3 clusters Score -1201458 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1201483.750000 Penalty: 4584.000000
	Iteration 19Q: 3 clusters Score -1201484 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1201504.625000 Penalty: 4584.000000
	Iteration 20F: 3 clusters Score -1201505 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1201520.375000 Penalty: 4584.000000
	Iteration 21Q: 3 clusters Score -1201520 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1201534.500000 Penalty: 4584.000000
	Iteration 22Q: 3 clusters Score -1201534 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1201548.875000 Penalty: 4584.000000
	Iteration 23Q: 3 clusters Score -1201549 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1201571.875000 Penalty: 4584.000000
	Iteration 24Q: 3 clusters Score -1201572 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1201582.000000 Penalty: 4584.000000
	Iteration 25Q: 3 clusters Score -1201582 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1201592.250000 Penalty: 4584.000000
	Iteration 26Q: 3 clusters Score -1201592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1201595.125000 Penalty: 4584.000000
	Iteration 27Q: 3 clusters Score -1201595 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1201605.500000 Penalty: 4584.000000
	Iteration 28Q: 3 clusters Score -1201606 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1201611.500000 Penalty: 4584.000000
	Iteration 29Q: 3 clusters Score -1201612 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1201615.250000 Penalty: 4584.000000
	Iteration 30Q: 3 clusters Score -1201615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1201617.375000 Penalty: 4584.000000
	Iteration 31Q: 3 clusters Score -1201617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1201618.000000 Penalty: 4584.000000
	Iteration 32Q: 3 clusters Score -1201618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1201623.000000 Penalty: 4584.000000
	Iteration 33Q: 3 clusters Score -1201623 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1201627.750000 Penalty: 4584.000000
	Iteration 34Q: 3 clusters Score -1201628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1201632.250000 Penalty: 4584.000000
	Iteration 35Q: 3 clusters Score -1201632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1201632.750000 Penalty: 4584.000000
	Iteration 36Q: 3 clusters Score -1201633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1201634.250000 Penalty: 4584.000000
	Iteration 37Q: 3 clusters Score -1201634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1201644.000000 Penalty: 4584.000000
	Iteration 38Q: 3 clusters Score -1201644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1201647.875000 Penalty: 4584.000000
	Iteration 39Q: 3 clusters Score -1201648 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1201651.500000 Penalty: 4584.000000
	Iteration 40F: 3 clusters Score -1201652 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1201660.375000 Penalty: 4584.000000
	Iteration 41Q: 3 clusters Score -1201660 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1201661.000000 Penalty: 4584.000000
	Iteration 42Q: 3 clusters Score -1201661 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1201666.250000 Penalty: 4584.000000
	Iteration 43Q: 3 clusters Score -1201666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1201672.375000 Penalty: 4584.000000
	Iteration 44Q: 3 clusters Score -1201672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1201675.000000 Penalty: 4584.000000
	Iteration 45Q: 3 clusters Score -1201675 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1201677.000000 Penalty: 4584.000000
	Iteration 46Q: 3 clusters Score -1201677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1201679.000000 Penalty: 4584.000000
	Iteration 47Q: 3 clusters Score -1201679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1201682.500000 Penalty: 4584.000000
	Iteration 48Q: 3 clusters Score -1201682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1201687.500000 Penalty: 4584.000000
	Iteration 49Q: 3 clusters Score -1201688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1201687.500000 Penalty: 4584.000000
	Iteration 50Q: 3 clusters Score -1201688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1201685.750000 Penalty: 4584.000000
	Iteration 51Q: 3 clusters Score -1201686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1201689.875000 Penalty: 4584.000000
	Iteration 52Q: 3 clusters Score -1201690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1201689.750000 Penalty: 4584.000000
	Iteration 53Q: 3 clusters Score -1201690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1201692.500000 Penalty: 4584.000000
	Iteration 54Q: 3 clusters Score -1201692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1201691.500000 Penalty: 4584.000000
	Iteration 55Q: 3 clusters Score -1201692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1201695.125000 Penalty: 4584.000000
	Iteration 56Q: 3 clusters Score -1201695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1201693.500000 Penalty: 4584.000000
	Iteration 57Q: 3 clusters Score -1201694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1201692.125000 Penalty: 4584.000000
	Iteration 58Q: 3 clusters Score -1201692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1201694.250000 Penalty: 4584.000000
	Iteration 59Q: 3 clusters Score -1201694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1201694.250000 Penalty: 4584.000000
	Iteration 60F: 3 clusters Score -1201694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Entering Unmasked Estep 
Score: -106787.960938 Penalty: 1723.802002
	Iteration 0F: 2 clusters Score -106788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -104930.164062 Penalty: 3447.604004
	Iteration 0F: 3 clusters Score -104930.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -105707.585938 Penalty: 3447.604004
	Iteration 1F: 3 clusters Score -105707.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -106028.671875 Penalty: 3447.604004
	Iteration 2F: 3 clusters Score -106028.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -106202.015625 Penalty: 3447.604004
	Iteration 3F: 3 clusters Score -106202 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -106323.539062 Penalty: 3447.604004
	Iteration 4Q: 3 clusters Score -106323.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -106393.609375 Penalty: 3447.604004
	Iteration 5Q: 3 clusters Score -106393.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -106425.382812 Penalty: 3447.604004
	Iteration 6Q: 3 clusters Score -106425.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -106459.523438 Penalty: 3447.604004
	Iteration 7Q: 3 clusters Score -106459.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -106552.531250 Penalty: 3447.604004
	Iteration 8Q: 3 clusters Score -106552.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -106636.179688 Penalty: 3447.604004
	Iteration 9Q: 3 clusters Score -106636.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -106681.367188 Penalty: 3447.604004
	Iteration 10Q: 3 clusters Score -106681.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -106728.179688 Penalty: 3447.604004
	Iteration 11Q: 3 clusters Score -106728.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -106769.382812 Penalty: 3447.604004
	Iteration 12Q: 3 clusters Score -106769.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -106793.625000 Penalty: 3447.604004
	Iteration 13Q: 3 clusters Score -106793.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -106833.523438 Penalty: 3447.604004
	Iteration 14Q: 3 clusters Score -106833.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -106877.023438 Penalty: 3447.604004
	Iteration 15Q: 3 clusters Score -106877 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -106931.914062 Penalty: 3447.604004
	Iteration 16Q: 3 clusters Score -106931.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -106954.875000 Penalty: 3447.604004
	Iteration 17Q: 3 clusters Score -106954.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -106981.710938 Penalty: 3447.604004
	Iteration 18Q: 3 clusters Score -106981.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -107001.757812 Penalty: 3447.604004
	Iteration 19Q: 3 clusters Score -107001.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -107020.882812 Penalty: 3447.604004
	Iteration 20F: 3 clusters Score -107020.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -107039.890625 Penalty: 3447.604004
	Iteration 21Q: 3 clusters Score -107039.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -107061.804688 Penalty: 3447.604004
	Iteration 22Q: 3 clusters Score -107061.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -107072.164062 Penalty: 3447.604004
	Iteration 23Q: 3 clusters Score -107072.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -107080.953125 Penalty: 3447.604004
	Iteration 24Q: 3 clusters Score -107081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -107086.398438 Penalty: 3447.604004
	Iteration 25Q: 3 clusters Score -107086.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -107087.578125 Penalty: 3447.604004
	Iteration 26Q: 3 clusters Score -107087.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -107087.578125 Penalty: 3447.604004
	Iteration 27F: 3 clusters Score -107087.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58533 members 
Mstep: Class 2 contains 156440 members 
Mstep: Class 3 contains 7362 members 
Mstep: Class 4 contains 179871 members 
Mstep: Class 5 contains 11193 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31634 members 
Mstep: Class 8 contains 25953 members 
Mstep: Class 9 contains 187944 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38371 members 
Mstep: Class 12 contains 8773 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 8057 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10548 members 
Mstep: Class 17 contains 69895 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12389 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276834 members 
Mstep: Class 22 contains 41065 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283200 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21605 members 
Mstep: Class 27 contains 16668 members 
Mstep: Class 28 contains 11333 members 
Mstep: Class 29 contains 6346 members 
Mstep: Class 30 contains 38250 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8102 members 
Mstep: Class 34 contains 221725 members 
Mstep: Class 35 contains 88975 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 594 members 
Mstep: Class 38 contains 10943 members 
Mstep: Class 39 contains 81685 members 
Mstep: Class 40 contains 450 members 
Entering Unmasked Estep 
Score: -235437264.000000 Penalty: 143876.984375
Splitting cluster 37 changes total score from -235412896.000000 to -235437264.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 38 (10943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Entering Unmasked Estep 
Score: -1259432.500000 Penalty: 2306.512939
	Iteration 0F: 2 clusters Score -1259432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1251213.375000 Penalty: 4613.025879
	Iteration 0F: 3 clusters Score -1251213 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1253740.625000 Penalty: 4613.025879
	Iteration 1F: 3 clusters Score -1253741 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1254170.375000 Penalty: 4613.025879
	Iteration 2F: 3 clusters Score -1254170 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1254566.375000 Penalty: 4613.025879
	Iteration 3F: 3 clusters Score -1254566 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1254986.000000 Penalty: 4613.025879
	Iteration 4F: 3 clusters Score -1254986 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1255422.250000 Penalty: 4613.025879
	Iteration 5F: 3 clusters Score -1255422 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1255882.250000 Penalty: 4613.025879
	Iteration 6F: 3 clusters Score -1255882 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1256290.875000 Penalty: 4613.025879
	Iteration 7F: 3 clusters Score -1256291 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1256640.500000 Penalty: 4613.025879
	Iteration 8Q: 3 clusters Score -1256640 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1256952.250000 Penalty: 4613.025879
	Iteration 9Q: 3 clusters Score -1256952 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1257219.625000 Penalty: 4613.025879
	Iteration 10Q: 3 clusters Score -1257220 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1257400.375000 Penalty: 4613.025879
	Iteration 11Q: 3 clusters Score -1257400 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1257534.375000 Penalty: 4613.025879
	Iteration 12Q: 3 clusters Score -1257534 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1257638.750000 Penalty: 4613.025879
	Iteration 13Q: 3 clusters Score -1257639 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1257741.500000 Penalty: 4613.025879
	Iteration 14Q: 3 clusters Score -1257742 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1257825.375000 Penalty: 4613.025879
	Iteration 15Q: 3 clusters Score -1257825 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1257895.000000 Penalty: 4613.025879
	Iteration 16Q: 3 clusters Score -1257895 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1257960.750000 Penalty: 4613.025879
	Iteration 17Q: 3 clusters Score -1257961 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1258043.500000 Penalty: 4613.025879
	Iteration 18Q: 3 clusters Score -1258044 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1258137.375000 Penalty: 4613.025879
	Iteration 19Q: 3 clusters Score -1258137 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1258234.250000 Penalty: 4613.025879
	Iteration 20F: 3 clusters Score -1258234 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1258337.000000 Penalty: 4613.025879
	Iteration 21Q: 3 clusters Score -1258337 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1258465.000000 Penalty: 4613.025879
	Iteration 22Q: 3 clusters Score -1258465 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1258590.625000 Penalty: 4613.025879
	Iteration 23Q: 3 clusters Score -1258591 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1258701.875000 Penalty: 4613.025879
	Iteration 24Q: 3 clusters Score -1258702 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1258779.625000 Penalty: 4613.025879
	Iteration 25Q: 3 clusters Score -1258780 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1258819.000000 Penalty: 4613.025879
	Iteration 26Q: 3 clusters Score -1258819 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1258840.750000 Penalty: 4613.025879
	Iteration 27Q: 3 clusters Score -1258841 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1258849.625000 Penalty: 4613.025879
	Iteration 28Q: 3 clusters Score -1258850 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1258856.875000 Penalty: 4613.025879
	Iteration 29Q: 3 clusters Score -1258857 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1258858.750000 Penalty: 4613.025879
	Iteration 30Q: 3 clusters Score -1258859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1258861.000000 Penalty: 4613.025879
	Iteration 31Q: 3 clusters Score -1258861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1258861.625000 Penalty: 4613.025879
	Iteration 32Q: 3 clusters Score -1258862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1258859.750000 Penalty: 4613.025879
	Iteration 33Q: 3 clusters Score -1258860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1258859.750000 Penalty: 4613.025879
	Iteration 34F: 3 clusters Score -1258860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58533 members 
Mstep: Class 2 contains 156440 members 
Mstep: Class 3 contains 7362 members 
Mstep: Class 4 contains 179871 members 
Mstep: Class 5 contains 11193 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 31634 members 
Mstep: Class 8 contains 25953 members 
Mstep: Class 9 contains 187944 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 38371 members 
Mstep: Class 12 contains 8773 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 8057 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 10548 members 
Mstep: Class 17 contains 69895 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12389 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 276834 members 
Mstep: Class 22 contains 41065 members 
Mstep: Class 23 contains 1063 members 
Mstep: Class 24 contains 283200 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21605 members 
Mstep: Class 27 contains 16668 members 
Mstep: Class 28 contains 11333 members 
Mstep: Class 29 contains 6346 members 
Mstep: Class 30 contains 38250 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 8102 members 
Mstep: Class 34 contains 221725 members 
Mstep: Class 35 contains 88975 members 
Mstep: Class 36 contains 10321 members 
Mstep: Class 37 contains 594 members 
Mstep: Class 38 contains 10943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235446688.000000 Penalty: 143876.984375
Iteration 420F: 41 clusters Score -2.354467e+08 nChanged 17345
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58663 members 
Mstep: Class 2 contains 155732 members 
Mstep: Class 3 contains 7359 members 
Mstep: Class 4 contains 180279 members 
Mstep: Class 5 contains 11251 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31634 members 
Mstep: Class 8 contains 26170 members 
Mstep: Class 9 contains 188952 members 
Mstep: Class 10 contains 6630 members 
Mstep: Class 11 contains 38371 members 
Mstep: Class 12 contains 8803 members 
Mstep: Class 13 contains 10515 members 
Mstep: Class 14 contains 8057 members 
Mstep: Class 15 contains 8421 members 
Mstep: Class 16 contains 10554 members 
Mstep: Class 17 contains 70071 members 
Mstep: Class 18 contains 4295 members 
Mstep: Class 19 contains 12424 members 
Mstep: Class 20 contains 2956 members 
Mstep: Class 21 contains 276960 members 
Mstep: Class 22 contains 41232 members 
Mstep: Class 23 contains 1048 members 
Mstep: Class 24 contains 283395 members 
Mstep: Class 25 contains 16047 members 
Mstep: Class 26 contains 21605 members 
Mstep: Class 27 contains 16668 members 
Mstep: Class 28 contains 11025 members 
Mstep: Class 29 contains 6352 members 
Mstep: Class 30 contains 38241 members 
Mstep: Class 31 contains 2866 members 
Mstep: Class 32 contains 10258 members 
Mstep: Class 33 contains 8113 members 
Mstep: Class 34 contains 223035 members 
Mstep: Class 35 contains 87896 members 
Mstep: Class 36 contains 10320 members 
Mstep: Class 37 contains 610 members 
Mstep: Class 38 contains 10946 members 
Mstep: Class 39 contains 81232 members 
Mstep: Class 40 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235453232.000000 Penalty: 143876.984375
Iteration 421Q: 41 clusters Score -2.354532e+08 nChanged 9123
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58703 members 
Mstep: Class 2 contains 155162 members 
Mstep: Class 3 contains 7356 members 
Mstep: Class 4 contains 180530 members 
Mstep: Class 5 contains 11283 members 
Mstep: Class 6 contains 685 members 
Mstep: Class 7 contains 31622 members 
Mstep: Class 8 contains 26323 members 
Mstep: Class 9 contains 189764 members 
Mstep: Class 10 contains 6724 members 
Mstep: Class 11 contains 38359 members 
Mstep: Class 12 contains 8810 members 
Mstep: Class 13 contains 10523 members 
Mstep: Class 14 contains 8057 members 
Mstep: Class 15 contains 8413 members 
Mstep: Class 16 contains 10562 members 
Mstep: Class 17 contains 70152 members 
Mstep: Class 18 contains 3357 members 
Mstep: Class 19 contains 12442 members 
Mstep: Class 20 contains 2956 members 
Mstep: Class 21 contains 276999 members 
Mstep: Class 22 contains 41365 members 
Mstep: Class 23 contains 1032 members 
Mstep: Class 24 contains 283445 members 
Mstep: Class 25 contains 16036 members 
Mstep: Class 26 contains 21607 members 
Mstep: Class 27 contains 16663 members 
Mstep: Class 28 contains 10810 members 
Mstep: Class 29 contains 6354 members 
Mstep: Class 30 contains 38211 members 
Mstep: Class 31 contains 2876 members 
Mstep: Class 32 contains 10141 members 
Mstep: Class 33 contains 8114 members 
Mstep: Class 34 contains 224013 members 
Mstep: Class 35 contains 87094 members 
Mstep: Class 36 contains 10325 members 
Mstep: Class 37 contains 625 members 
Mstep: Class 38 contains 10958 members 
Mstep: Class 39 contains 81218 members 
Mstep: Class 40 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 3022.066650 but Gain 3596.921875
Score: -235458192.000000 Penalty: 140280.062500
Iteration 422Q: 40 clusters Score -2.354582e+08 nChanged 9164
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58718 members 
Mstep: Class 2 contains 154871 members 
Mstep: Class 3 contains 7353 members 
Mstep: Class 4 contains 180696 members 
Mstep: Class 5 contains 11293 members 
Mstep: Class 6 contains 673 members 
Mstep: Class 7 contains 31603 members 
Mstep: Class 8 contains 26419 members 
Mstep: Class 9 contains 190539 members 
Mstep: Class 10 contains 6788 members 
Mstep: Class 11 contains 38346 members 
Mstep: Class 12 contains 8840 members 
Mstep: Class 13 contains 10543 members 
Mstep: Class 14 contains 8059 members 
Mstep: Class 15 contains 8417 members 
Mstep: Class 16 contains 10574 members 
Mstep: Class 17 contains 70163 members 
Mstep: Class 19 contains 12435 members 
Mstep: Class 20 contains 2955 members 
Mstep: Class 21 contains 277012 members 
Mstep: Class 22 contains 41444 members 
Mstep: Class 23 contains 1012 members 
Mstep: Class 24 contains 283425 members 
Mstep: Class 25 contains 16030 members 
Mstep: Class 26 contains 21609 members 
Mstep: Class 27 contains 16647 members 
Mstep: Class 28 contains 10685 members 
Mstep: Class 29 contains 6362 members 
Mstep: Class 30 contains 38178 members 
Mstep: Class 31 contains 2874 members 
Mstep: Class 32 contains 10051 members 
Mstep: Class 33 contains 8115 members 
Mstep: Class 34 contains 224683 members 
Mstep: Class 35 contains 86550 members 
Mstep: Class 36 contains 10329 members 
Mstep: Class 37 contains 645 members 
Mstep: Class 38 contains 10972 members 
Mstep: Class 39 contains 83747 members 
Mstep: Class 40 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235465904.000000 Penalty: 140280.062500
Iteration 423Q: 40 clusters Score -2.354659e+08 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58707 members 
Mstep: Class 2 contains 154170 members 
Mstep: Class 3 contains 7360 members 
Mstep: Class 4 contains 180807 members 
Mstep: Class 5 contains 11316 members 
Mstep: Class 6 contains 669 members 
Mstep: Class 7 contains 31601 members 
Mstep: Class 8 contains 26499 members 
Mstep: Class 9 contains 191327 members 
Mstep: Class 10 contains 6871 members 
Mstep: Class 11 contains 38346 members 
Mstep: Class 12 contains 8876 members 
Mstep: Class 13 contains 10552 members 
Mstep: Class 14 contains 8059 members 
Mstep: Class 15 contains 8417 members 
Mstep: Class 16 contains 10577 members 
Mstep: Class 17 contains 70156 members 
Mstep: Class 19 contains 12428 members 
Mstep: Class 20 contains 2956 members 
Mstep: Class 21 contains 277003 members 
Mstep: Class 22 contains 41480 members 
Mstep: Class 23 contains 999 members 
Mstep: Class 24 contains 283373 members 
Mstep: Class 25 contains 16022 members 
Mstep: Class 26 contains 21605 members 
Mstep: Class 27 contains 16636 members 
Mstep: Class 28 contains 10628 members 
Mstep: Class 29 contains 6373 members 
Mstep: Class 30 contains 38151 members 
Mstep: Class 31 contains 2873 members 
Mstep: Class 32 contains 10017 members 
Mstep: Class 33 contains 8110 members 
Mstep: Class 34 contains 225167 members 
Mstep: Class 35 contains 86159 members 
Mstep: Class 36 contains 10350 members 
Mstep: Class 37 contains 655 members 
Mstep: Class 38 contains 10986 members 
Mstep: Class 39 contains 83366 members 
Mstep: Class 40 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235466048.000000 Penalty: 140280.062500
Iteration 424Q: 40 clusters Score -2.35466e+08 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58701 members 
Mstep: Class 2 contains 153626 members 
Mstep: Class 3 contains 7356 members 
Mstep: Class 4 contains 180873 members 
Mstep: Class 5 contains 11326 members 
Mstep: Class 6 contains 670 members 
Mstep: Class 7 contains 31595 members 
Mstep: Class 8 contains 26573 members 
Mstep: Class 9 contains 191989 members 
Mstep: Class 10 contains 6904 members 
Mstep: Class 11 contains 38346 members 
Mstep: Class 12 contains 8911 members 
Mstep: Class 13 contains 10562 members 
Mstep: Class 14 contains 8056 members 
Mstep: Class 15 contains 8411 members 
Mstep: Class 16 contains 10585 members 
Mstep: Class 17 contains 70115 members 
Mstep: Class 19 contains 12433 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 277008 members 
Mstep: Class 22 contains 41490 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 283334 members 
Mstep: Class 25 contains 16016 members 
Mstep: Class 26 contains 21608 members 
Mstep: Class 27 contains 16625 members 
Mstep: Class 28 contains 10597 members 
Mstep: Class 29 contains 6377 members 
Mstep: Class 30 contains 38123 members 
Mstep: Class 31 contains 2880 members 
Mstep: Class 32 contains 10020 members 
Mstep: Class 33 contains 8104 members 
Mstep: Class 34 contains 225516 members 
Mstep: Class 35 contains 85855 members 
Mstep: Class 36 contains 10367 members 
Mstep: Class 37 contains 652 members 
Mstep: Class 38 contains 10992 members 
Mstep: Class 39 contains 83099 members 
Mstep: Class 40 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235466768.000000 Penalty: 140280.062500
Iteration 425Q: 40 clusters Score -2.354668e+08 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58683 members 
Mstep: Class 2 contains 153178 members 
Mstep: Class 3 contains 7342 members 
Mstep: Class 4 contains 180923 members 
Mstep: Class 5 contains 11328 members 
Mstep: Class 6 contains 670 members 
Mstep: Class 7 contains 31589 members 
Mstep: Class 8 contains 26624 members 
Mstep: Class 9 contains 192594 members 
Mstep: Class 10 contains 6917 members 
Mstep: Class 11 contains 38350 members 
Mstep: Class 12 contains 8934 members 
Mstep: Class 13 contains 10566 members 
Mstep: Class 14 contains 8052 members 
Mstep: Class 15 contains 8410 members 
Mstep: Class 16 contains 10587 members 
Mstep: Class 17 contains 70083 members 
Mstep: Class 19 contains 12431 members 
Mstep: Class 20 contains 2953 members 
Mstep: Class 21 contains 277047 members 
Mstep: Class 22 contains 41482 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 283274 members 
Mstep: Class 25 contains 16013 members 
Mstep: Class 26 contains 21613 members 
Mstep: Class 27 contains 16620 members 
Mstep: Class 28 contains 10590 members 
Mstep: Class 29 contains 6377 members 
Mstep: Class 30 contains 38113 members 
Mstep: Class 31 contains 2878 members 
Mstep: Class 32 contains 10049 members 
Mstep: Class 33 contains 8097 members 
Mstep: Class 34 contains 225696 members 
Mstep: Class 35 contains 85638 members 
Mstep: Class 36 contains 10382 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 11006 members 
Mstep: Class 39 contains 82908 members 
Mstep: Class 40 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235466704.000000 Penalty: 140280.062500
Iteration 426Q: 40 clusters Score -2.354667e+08 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58678 members 
Mstep: Class 2 contains 152799 members 
Mstep: Class 3 contains 7343 members 
Mstep: Class 4 contains 180961 members 
Mstep: Class 5 contains 11338 members 
Mstep: Class 6 contains 670 members 
Mstep: Class 7 contains 31581 members 
Mstep: Class 8 contains 26661 members 
Mstep: Class 9 contains 193073 members 
Mstep: Class 10 contains 6931 members 
Mstep: Class 11 contains 38344 members 
Mstep: Class 12 contains 8938 members 
Mstep: Class 13 contains 10576 members 
Mstep: Class 14 contains 8048 members 
Mstep: Class 15 contains 8406 members 
Mstep: Class 16 contains 10581 members 
Mstep: Class 17 contains 70047 members 
Mstep: Class 19 contains 12423 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 277156 members 
Mstep: Class 22 contains 41481 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 283216 members 
Mstep: Class 25 contains 16013 members 
Mstep: Class 26 contains 21635 members 
Mstep: Class 27 contains 16611 members 
Mstep: Class 28 contains 10582 members 
Mstep: Class 29 contains 6377 members 
Mstep: Class 30 contains 38099 members 
Mstep: Class 31 contains 2878 members 
Mstep: Class 32 contains 10055 members 
Mstep: Class 33 contains 8096 members 
Mstep: Class 34 contains 225730 members 
Mstep: Class 35 contains 85470 members 
Mstep: Class 36 contains 10397 members 
Mstep: Class 37 contains 644 members 
Mstep: Class 38 contains 11007 members 
Mstep: Class 39 contains 82842 members 
Mstep: Class 40 contains 509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235466944.000000 Penalty: 140280.062500
Iteration 427Q: 40 clusters Score -2.354669e+08 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58667 members 
Mstep: Class 2 contains 152453 members 
Mstep: Class 3 contains 7342 members 
Mstep: Class 4 contains 180992 members 
Mstep: Class 5 contains 11344 members 
Mstep: Class 6 contains 670 members 
Mstep: Class 7 contains 31575 members 
Mstep: Class 8 contains 26685 members 
Mstep: Class 9 contains 193474 members 
Mstep: Class 10 contains 6932 members 
Mstep: Class 11 contains 38344 members 
Mstep: Class 12 contains 8939 members 
Mstep: Class 13 contains 10575 members 
Mstep: Class 14 contains 8049 members 
Mstep: Class 15 contains 8406 members 
Mstep: Class 16 contains 10579 members 
Mstep: Class 17 contains 70026 members 
Mstep: Class 19 contains 12419 members 
Mstep: Class 20 contains 2957 members 
Mstep: Class 21 contains 277289 members 
Mstep: Class 22 contains 41491 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 283167 members 
Mstep: Class 25 contains 16015 members 
Mstep: Class 26 contains 21636 members 
Mstep: Class 27 contains 16614 members 
Mstep: Class 28 contains 10581 members 
Mstep: Class 29 contains 6379 members 
Mstep: Class 30 contains 38091 members 
Mstep: Class 31 contains 2883 members 
Mstep: Class 32 contains 10052 members 
Mstep: Class 33 contains 8089 members 
Mstep: Class 34 contains 225695 members 
Mstep: Class 35 contains 85338 members 
Mstep: Class 36 contains 10420 members 
Mstep: Class 37 contains 643 members 
Mstep: Class 38 contains 11003 members 
Mstep: Class 39 contains 82826 members 
Mstep: Class 40 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235466848.000000 Penalty: 140280.062500
Iteration 428Q: 40 clusters Score -2.354668e+08 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58654 members 
Mstep: Class 2 contains 152149 members 
Mstep: Class 3 contains 7342 members 
Mstep: Class 4 contains 181017 members 
Mstep: Class 5 contains 11353 members 
Mstep: Class 6 contains 670 members 
Mstep: Class 7 contains 31569 members 
Mstep: Class 8 contains 26707 members 
Mstep: Class 9 contains 193808 members 
Mstep: Class 10 contains 6938 members 
Mstep: Class 11 contains 38351 members 
Mstep: Class 12 contains 8942 members 
Mstep: Class 13 contains 10574 members 
Mstep: Class 14 contains 8051 members 
Mstep: Class 15 contains 8406 members 
Mstep: Class 16 contains 10581 members 
Mstep: Class 17 contains 69994 members 
Mstep: Class 19 contains 12418 members 
Mstep: Class 20 contains 2955 members 
Mstep: Class 21 contains 277462 members 
Mstep: Class 22 contains 41501 members 
Mstep: Class 23 contains 995 members 
Mstep: Class 24 contains 283119 members 
Mstep: Class 25 contains 16017 members 
Mstep: Class 26 contains 21647 members 
Mstep: Class 27 contains 16617 members 
Mstep: Class 28 contains 10567 members 
Mstep: Class 29 contains 6381 members 
Mstep: Class 30 contains 38074 members 
Mstep: Class 31 contains 2885 members 
Mstep: Class 32 contains 10054 members 
Mstep: Class 33 contains 8086 members 
Mstep: Class 34 contains 225586 members 
Mstep: Class 35 contains 85236 members 
Mstep: Class 36 contains 10433 members 
Mstep: Class 37 contains 643 members 
Mstep: Class 38 contains 11007 members 
Mstep: Class 39 contains 82845 members 
Mstep: Class 40 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235466512.000000 Penalty: 140280.062500
Iteration 429Q: 40 clusters Score -2.354665e+08 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58648 members 
Mstep: Class 2 contains 151894 members 
Mstep: Class 3 contains 7340 members 
Mstep: Class 4 contains 181040 members 
Mstep: Class 5 contains 11356 members 
Mstep: Class 6 contains 670 members 
Mstep: Class 7 contains 31565 members 
Mstep: Class 8 contains 26725 members 
Mstep: Class 9 contains 194110 members 
Mstep: Class 10 contains 6935 members 
Mstep: Class 11 contains 38353 members 
Mstep: Class 12 contains 8941 members 
Mstep: Class 13 contains 10572 members 
Mstep: Class 14 contains 8049 members 
Mstep: Class 15 contains 8406 members 
Mstep: Class 16 contains 10577 members 
Mstep: Class 17 contains 69971 members 
Mstep: Class 19 contains 12416 members 
Mstep: Class 20 contains 2955 members 
Mstep: Class 21 contains 277633 members 
Mstep: Class 22 contains 41511 members 
Mstep: Class 23 contains 995 members 
Mstep: Class 24 contains 283073 members 
Mstep: Class 25 contains 16016 members 
Mstep: Class 26 contains 21663 members 
Mstep: Class 27 contains 16615 members 
Mstep: Class 28 contains 10563 members 
Mstep: Class 29 contains 6384 members 
Mstep: Class 30 contains 38068 members 
Mstep: Class 31 contains 2887 members 
Mstep: Class 32 contains 10057 members 
Mstep: Class 33 contains 8082 members 
Mstep: Class 34 contains 225441 members 
Mstep: Class 35 contains 85152 members 
Mstep: Class 36 contains 10448 members 
Mstep: Class 37 contains 643 members 
Mstep: Class 38 contains 11008 members 
Mstep: Class 39 contains 82872 members 
Mstep: Class 40 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235466896.000000 Penalty: 140280.062500
Iteration 430Q: 40 clusters Score -2.354669e+08 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58640 members 
Mstep: Class 2 contains 151683 members 
Mstep: Class 3 contains 7337 members 
Mstep: Class 4 contains 181062 members 
Mstep: Class 5 contains 11354 members 
Mstep: Class 6 contains 670 members 
Mstep: Class 7 contains 31560 members 
Mstep: Class 8 contains 26740 members 
Mstep: Class 9 contains 194385 members 
Mstep: Class 10 contains 6930 members 
Mstep: Class 11 contains 38360 members 
Mstep: Class 12 contains 8951 members 
Mstep: Class 13 contains 10577 members 
Mstep: Class 14 contains 8046 members 
Mstep: Class 15 contains 8406 members 
Mstep: Class 16 contains 10574 members 
Mstep: Class 17 contains 69953 members 
Mstep: Class 19 contains 12411 members 
Mstep: Class 20 contains 2955 members 
Mstep: Class 21 contains 277787 members 
Mstep: Class 22 contains 41520 members 
Mstep: Class 23 contains 995 members 
Mstep: Class 24 contains 283027 members 
Mstep: Class 25 contains 16017 members 
Mstep: Class 26 contains 21673 members 
Mstep: Class 27 contains 16616 members 
Mstep: Class 28 contains 10565 members 
Mstep: Class 29 contains 6385 members 
Mstep: Class 30 contains 38066 members 
Mstep: Class 31 contains 2890 members 
Mstep: Class 32 contains 10059 members 
Mstep: Class 33 contains 8082 members 
Mstep: Class 34 contains 225288 members 
Mstep: Class 35 contains 85075 members 
Mstep: Class 36 contains 10461 members 
Mstep: Class 37 contains 643 members 
Mstep: Class 38 contains 11007 members 
Mstep: Class 39 contains 82884 members 
Mstep: Class 40 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235466416.000000 Penalty: 140280.062500
Iteration 431Q: 40 clusters Score -2.354664e+08 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58633 members 
Mstep: Class 2 contains 151514 members 
Mstep: Class 3 contains 7334 members 
Mstep: Class 4 contains 181075 members 
Mstep: Class 5 contains 11355 members 
Mstep: Class 6 contains 670 members 
Mstep: Class 7 contains 31556 members 
Mstep: Class 8 contains 26754 members 
Mstep: Class 9 contains 194637 members 
Mstep: Class 10 contains 6926 members 
Mstep: Class 11 contains 38360 members 
Mstep: Class 12 contains 8956 members 
Mstep: Class 13 contains 10577 members 
Mstep: Class 14 contains 8043 members 
Mstep: Class 15 contains 8409 members 
Mstep: Class 16 contains 10573 members 
Mstep: Class 17 contains 69929 members 
Mstep: Class 19 contains 12407 members 
Mstep: Class 20 contains 2955 members 
Mstep: Class 21 contains 277936 members 
Mstep: Class 22 contains 41536 members 
Mstep: Class 23 contains 995 members 
Mstep: Class 24 contains 282994 members 
Mstep: Class 25 contains 16017 members 
Mstep: Class 26 contains 21684 members 
Mstep: Class 27 contains 16614 members 
Mstep: Class 28 contains 10561 members 
Mstep: Class 29 contains 6387 members 
Mstep: Class 30 contains 38068 members 
Mstep: Class 31 contains 2892 members 
Mstep: Class 32 contains 10057 members 
Mstep: Class 33 contains 8083 members 
Mstep: Class 34 contains 225134 members 
Mstep: Class 35 contains 85003 members 
Mstep: Class 36 contains 10478 members 
Mstep: Class 37 contains 643 members 
Mstep: Class 38 contains 11009 members 
Mstep: Class 39 contains 82880 members 
Mstep: Class 40 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235466176.000000 Penalty: 140280.062500
Iteration 432Q: 40 clusters Score -2.354662e+08 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58631 members 
Mstep: Class 2 contains 151375 members 
Mstep: Class 3 contains 7329 members 
Mstep: Class 4 contains 181093 members 
Mstep: Class 5 contains 11358 members 
Mstep: Class 6 contains 670 members 
Mstep: Class 7 contains 31554 members 
Mstep: Class 8 contains 26771 members 
Mstep: Class 9 contains 194826 members 
Mstep: Class 10 contains 6929 members 
Mstep: Class 11 contains 38365 members 
Mstep: Class 12 contains 8962 members 
Mstep: Class 13 contains 10578 members 
Mstep: Class 14 contains 8042 members 
Mstep: Class 15 contains 8409 members 
Mstep: Class 16 contains 10570 members 
Mstep: Class 17 contains 69901 members 
Mstep: Class 19 contains 12403 members 
Mstep: Class 20 contains 2956 members 
Mstep: Class 21 contains 278079 members 
Mstep: Class 22 contains 41540 members 
Mstep: Class 23 contains 995 members 
Mstep: Class 24 contains 282948 members 
Mstep: Class 25 contains 16017 members 
Mstep: Class 26 contains 21707 members 
Mstep: Class 27 contains 16611 members 
Mstep: Class 28 contains 10560 members 
Mstep: Class 29 contains 6390 members 
Mstep: Class 30 contains 38054 members 
Mstep: Class 31 contains 2893 members 
Mstep: Class 32 contains 10059 members 
Mstep: Class 33 contains 8081 members 
Mstep: Class 34 contains 224979 members 
Mstep: Class 35 contains 84961 members 
Mstep: Class 36 contains 10488 members 
Mstep: Class 37 contains 643 members 
Mstep: Class 38 contains 11011 members 
Mstep: Class 39 contains 82896 members 
Mstep: Class 40 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235466320.000000 Penalty: 140280.062500
Iteration 433Q: 40 clusters Score -2.354663e+08 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58620 members 
Mstep: Class 2 contains 151266 members 
Mstep: Class 3 contains 7328 members 
Mstep: Class 4 contains 181102 members 
Mstep: Class 5 contains 11358 members 
Mstep: Class 6 contains 670 members 
Mstep: Class 7 contains 31553 members 
Mstep: Class 8 contains 26791 members 
Mstep: Class 9 contains 194999 members 
Mstep: Class 10 contains 6925 members 
Mstep: Class 11 contains 38364 members 
Mstep: Class 12 contains 8962 members 
Mstep: Class 13 contains 10583 members 
Mstep: Class 14 contains 8038 members 
Mstep: Class 15 contains 8409 members 
Mstep: Class 16 contains 10567 members 
Mstep: Class 17 contains 69890 members 
Mstep: Class 19 contains 12395 members 
Mstep: Class 20 contains 2957 members 
Mstep: Class 21 contains 278182 members 
Mstep: Class 22 contains 41542 members 
Mstep: Class 23 contains 995 members 
Mstep: Class 24 contains 282928 members 
Mstep: Class 25 contains 16017 members 
Mstep: Class 26 contains 21731 members 
Mstep: Class 27 contains 16609 members 
Mstep: Class 28 contains 10559 members 
Mstep: Class 29 contains 6396 members 
Mstep: Class 30 contains 38048 members 
Mstep: Class 31 contains 2898 members 
Mstep: Class 32 contains 10058 members 
Mstep: Class 33 contains 8079 members 
Mstep: Class 34 contains 224836 members 
Mstep: Class 35 contains 84914 members 
Mstep: Class 36 contains 10492 members 
Mstep: Class 37 contains 643 members 
Mstep: Class 38 contains 11010 members 
Mstep: Class 39 contains 82920 members 
Mstep: Class 40 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235466240.000000 Penalty: 140280.062500
Iteration 434Q: 40 clusters Score -2.354662e+08 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58622 members 
Mstep: Class 2 contains 151162 members 
Mstep: Class 3 contains 7328 members 
Mstep: Class 4 contains 181117 members 
Mstep: Class 5 contains 11359 members 
Mstep: Class 6 contains 670 members 
Mstep: Class 7 contains 31554 members 
Mstep: Class 8 contains 26794 members 
Mstep: Class 9 contains 195152 members 
Mstep: Class 10 contains 6920 members 
Mstep: Class 11 contains 38360 members 
Mstep: Class 12 contains 8965 members 
Mstep: Class 13 contains 10585 members 
Mstep: Class 14 contains 8036 members 
Mstep: Class 15 contains 8409 members 
Mstep: Class 16 contains 10567 members 
Mstep: Class 17 contains 69881 members 
Mstep: Class 19 contains 12391 members 
Mstep: Class 20 contains 2958 members 
Mstep: Class 21 contains 278307 members 
Mstep: Class 22 contains 41538 members 
Mstep: Class 23 contains 995 members 
Mstep: Class 24 contains 282895 members 
Mstep: Class 25 contains 16017 members 
Mstep: Class 26 contains 21749 members 
Mstep: Class 27 contains 16602 members 
Mstep: Class 28 contains 10554 members 
Mstep: Class 29 contains 6400 members 
Mstep: Class 30 contains 38043 members 
Mstep: Class 31 contains 2900 members 
Mstep: Class 32 contains 10063 members 
Mstep: Class 33 contains 8080 members 
Mstep: Class 34 contains 224688 members 
Mstep: Class 35 contains 84876 members 
Mstep: Class 36 contains 10500 members 
Mstep: Class 37 contains 643 members 
Mstep: Class 38 contains 11013 members 
Mstep: Class 39 contains 82941 members 
Mstep: Class 40 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235466256.000000 Penalty: 140280.062500
Iteration 435Q: 40 clusters Score -2.354663e+08 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58622 members 
Mstep: Class 2 contains 151075 members 
Mstep: Class 3 contains 7328 members 
Mstep: Class 4 contains 181134 members 
Mstep: Class 5 contains 11356 members 
Mstep: Class 6 contains 670 members 
Mstep: Class 7 contains 31554 members 
Mstep: Class 8 contains 26808 members 
Mstep: Class 9 contains 195307 members 
Mstep: Class 10 contains 6921 members 
Mstep: Class 11 contains 38357 members 
Mstep: Class 12 contains 8965 members 
Mstep: Class 13 contains 10593 members 
Mstep: Class 14 contains 8036 members 
Mstep: Class 15 contains 8409 members 
Mstep: Class 16 contains 10562 members 
Mstep: Class 17 contains 69865 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 2958 members 
Mstep: Class 21 contains 278430 members 
Mstep: Class 22 contains 41525 members 
Mstep: Class 23 contains 995 members 
Mstep: Class 24 contains 282861 members 
Mstep: Class 25 contains 16019 members 
Mstep: Class 26 contains 21765 members 
Mstep: Class 27 contains 16600 members 
Mstep: Class 28 contains 10552 members 
Mstep: Class 29 contains 6400 members 
Mstep: Class 30 contains 38032 members 
Mstep: Class 31 contains 2899 members 
Mstep: Class 32 contains 10066 members 
Mstep: Class 33 contains 8077 members 
Mstep: Class 34 contains 224539 members 
Mstep: Class 35 contains 84853 members 
Mstep: Class 36 contains 10511 members 
Mstep: Class 37 contains 643 members 
Mstep: Class 38 contains 11017 members 
Mstep: Class 39 contains 82942 members 
Mstep: Class 40 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235466048.000000 Penalty: 140280.062500
Iteration 436Q: 40 clusters Score -2.35466e+08 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58617 members 
Mstep: Class 2 contains 150995 members 
Mstep: Class 3 contains 7333 members 
Mstep: Class 4 contains 181155 members 
Mstep: Class 5 contains 11359 members 
Mstep: Class 6 contains 670 members 
Mstep: Class 7 contains 31552 members 
Mstep: Class 8 contains 26813 members 
Mstep: Class 9 contains 195429 members 
Mstep: Class 10 contains 6918 members 
Mstep: Class 11 contains 38347 members 
Mstep: Class 12 contains 8967 members 
Mstep: Class 13 contains 10599 members 
Mstep: Class 14 contains 8039 members 
Mstep: Class 15 contains 8407 members 
Mstep: Class 16 contains 10560 members 
Mstep: Class 17 contains 69849 members 
Mstep: Class 19 contains 12387 members 
Mstep: Class 20 contains 2958 members 
Mstep: Class 21 contains 278547 members 
Mstep: Class 22 contains 41522 members 
Mstep: Class 23 contains 995 members 
Mstep: Class 24 contains 282833 members 
Mstep: Class 25 contains 16018 members 
Mstep: Class 26 contains 21779 members 
Mstep: Class 27 contains 16598 members 
Mstep: Class 28 contains 10555 members 
Mstep: Class 29 contains 6405 members 
Mstep: Class 30 contains 38021 members 
Mstep: Class 31 contains 2899 members 
Mstep: Class 32 contains 10072 members 
Mstep: Class 33 contains 8075 members 
Mstep: Class 34 contains 224417 members 
Mstep: Class 35 contains 84834 members 
Mstep: Class 36 contains 10513 members 
Mstep: Class 37 contains 643 members 
Mstep: Class 38 contains 11017 members 
Mstep: Class 39 contains 82937 members 
Mstep: Class 40 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235466272.000000 Penalty: 140280.062500
Iteration 437Q: 40 clusters Score -2.354663e+08 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58618 members 
Mstep: Class 2 contains 150918 members 
Mstep: Class 3 contains 7334 members 
Mstep: Class 4 contains 181163 members 
Mstep: Class 5 contains 11358 members 
Mstep: Class 6 contains 670 members 
Mstep: Class 7 contains 31551 members 
Mstep: Class 8 contains 26817 members 
Mstep: Class 9 contains 195519 members 
Mstep: Class 10 contains 6913 members 
Mstep: Class 11 contains 38353 members 
Mstep: Class 12 contains 8968 members 
Mstep: Class 13 contains 10599 members 
Mstep: Class 14 contains 8040 members 
Mstep: Class 15 contains 8407 members 
Mstep: Class 16 contains 10558 members 
Mstep: Class 17 contains 69844 members 
Mstep: Class 19 contains 12382 members 
Mstep: Class 20 contains 2958 members 
Mstep: Class 21 contains 278673 members 
Mstep: Class 22 contains 41522 members 
Mstep: Class 23 contains 995 members 
Mstep: Class 24 contains 282810 members 
Mstep: Class 25 contains 16017 members 
Mstep: Class 26 contains 21795 members 
Mstep: Class 27 contains 16592 members 
Mstep: Class 28 contains 10563 members 
Mstep: Class 29 contains 6407 members 
Mstep: Class 30 contains 38011 members 
Mstep: Class 31 contains 2901 members 
Mstep: Class 32 contains 10073 members 
Mstep: Class 33 contains 8073 members 
Mstep: Class 34 contains 224291 members 
Mstep: Class 35 contains 84816 members 
Mstep: Class 36 contains 10522 members 
Mstep: Class 37 contains 643 members 
Mstep: Class 38 contains 11016 members 
Mstep: Class 39 contains 82944 members 
Mstep: Class 40 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235466224.000000 Penalty: 140280.062500
Iteration 438Q: 40 clusters Score -2.354662e+08 nChanged 478
Entering ConstructFrom: 
Score: -235466224.000000 Penalty: 140280.062500
Entering ConstructFrom: 
Trying to split cluster 1 (58616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58616 members 
Entering Unmasked Estep 
Score: -7150362.500000 Penalty: 2722.733154
	Iteration 0F: 2 clusters Score -7150362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29402 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -7110950.000000 Penalty: 5445.466309
	Iteration 0F: 3 clusters Score -7110950 nChanged 27124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -7126140.500000 Penalty: 5445.466309
	Iteration 1F: 3 clusters Score -7126140 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30527 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -7126854.000000 Penalty: 5445.466309
	Iteration 2Q: 3 clusters Score -7126854 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -7127598.500000 Penalty: 5445.466309
	Iteration 3Q: 3 clusters Score -7127598 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -7128424.500000 Penalty: 5445.466309
	Iteration 4Q: 3 clusters Score -7128424 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33627 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -7129571.000000 Penalty: 5445.466309
	Iteration 5Q: 3 clusters Score -7129571 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35706 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -7131182.500000 Penalty: 5445.466309
	Iteration 6F: 3 clusters Score -7131182 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38578 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -7133461.000000 Penalty: 5445.466309
	Iteration 7F: 3 clusters Score -7133461 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -7136415.000000 Penalty: 5445.466309
	Iteration 8F: 3 clusters Score -7136415 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45436 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -7139487.500000 Penalty: 5445.466309
	Iteration 9F: 3 clusters Score -7139488 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48462 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -7142109.000000 Penalty: 5445.466309
	Iteration 10F: 3 clusters Score -7142109 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50795 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -7144026.500000 Penalty: 5445.466309
	Iteration 11Q: 3 clusters Score -7144026 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52596 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -7145503.000000 Penalty: 5445.466309
	Iteration 12Q: 3 clusters Score -7145503 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53977 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -7146583.500000 Penalty: 5445.466309
	Iteration 13Q: 3 clusters Score -7146584 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54978 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -7147301.000000 Penalty: 5445.466309
	Iteration 14Q: 3 clusters Score -7147301 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55668 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -7147812.500000 Penalty: 5445.466309
	Iteration 15Q: 3 clusters Score -7147812 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56160 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -7148190.000000 Penalty: 5445.466309
	Iteration 16Q: 3 clusters Score -7148190 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56513 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -7148464.000000 Penalty: 5445.466309
	Iteration 17Q: 3 clusters Score -7148464 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56730 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -7148605.000000 Penalty: 5445.466309
	Iteration 18Q: 3 clusters Score -7148605 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56885 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -7148698.000000 Penalty: 5445.466309
	Iteration 19Q: 3 clusters Score -7148698 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57001 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -7148733.500000 Penalty: 5445.466309
	Iteration 20F: 3 clusters Score -7148734 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57072 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -7148783.000000 Penalty: 5445.466309
	Iteration 21Q: 3 clusters Score -7148783 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57144 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -7148825.500000 Penalty: 5445.466309
	Iteration 22Q: 3 clusters Score -7148826 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57202 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -7148861.000000 Penalty: 5445.466309
	Iteration 23Q: 3 clusters Score -7148861 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57246 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -7148868.000000 Penalty: 5445.466309
	Iteration 24Q: 3 clusters Score -7148868 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57277 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -7148884.500000 Penalty: 5445.466309
	Iteration 25Q: 3 clusters Score -7148884 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57305 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -7148905.500000 Penalty: 5445.466309
	Iteration 26Q: 3 clusters Score -7148906 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57328 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -7148907.500000 Penalty: 5445.466309
	Iteration 27Q: 3 clusters Score -7148908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57345 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -7148909.500000 Penalty: 5445.466309
	Iteration 28Q: 3 clusters Score -7148910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57353 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -7148908.500000 Penalty: 5445.466309
	Iteration 29Q: 3 clusters Score -7148908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57363 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -7148909.500000 Penalty: 5445.466309
	Iteration 30Q: 3 clusters Score -7148910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57376 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -7148902.500000 Penalty: 5445.466309
	Iteration 31Q: 3 clusters Score -7148902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57389 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -7148909.000000 Penalty: 5445.466309
	Iteration 32Q: 3 clusters Score -7148909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57399 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -7148913.000000 Penalty: 5445.466309
	Iteration 33Q: 3 clusters Score -7148913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57410 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -7148919.000000 Penalty: 5445.466309
	Iteration 34Q: 3 clusters Score -7148919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57415 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -7148915.000000 Penalty: 5445.466309
	Iteration 35Q: 3 clusters Score -7148915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57418 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -7148917.000000 Penalty: 5445.466309
	Iteration 36Q: 3 clusters Score -7148917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57421 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -7148910.500000 Penalty: 5445.466309
	Iteration 37Q: 3 clusters Score -7148910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57428 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -7148912.500000 Penalty: 5445.466309
	Iteration 38Q: 3 clusters Score -7148912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57432 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -7148916.000000 Penalty: 5445.466309
	Iteration 39Q: 3 clusters Score -7148916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57435 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -7148916.500000 Penalty: 5445.466309
	Iteration 40F: 3 clusters Score -7148916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57440 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -7148917.000000 Penalty: 5445.466309
	Iteration 41Q: 3 clusters Score -7148917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57445 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -7148921.000000 Penalty: 5445.466309
	Iteration 42Q: 3 clusters Score -7148921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57453 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -7148918.500000 Penalty: 5445.466309
	Iteration 43Q: 3 clusters Score -7148918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57463 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -7148926.000000 Penalty: 5445.466309
	Iteration 44Q: 3 clusters Score -7148926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57474 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -7148931.500000 Penalty: 5445.466309
	Iteration 45Q: 3 clusters Score -7148932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57484 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -7148929.000000 Penalty: 5445.466309
	Iteration 46Q: 3 clusters Score -7148929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57490 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -7148933.000000 Penalty: 5445.466309
	Iteration 47Q: 3 clusters Score -7148933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57498 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -7148936.500000 Penalty: 5445.466309
	Iteration 48Q: 3 clusters Score -7148936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57509 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -7148950.500000 Penalty: 5445.466309
	Iteration 49Q: 3 clusters Score -7148950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57524 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -7148956.500000 Penalty: 5445.466309
	Iteration 50Q: 3 clusters Score -7148956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57535 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -7148961.500000 Penalty: 5445.466309
	Iteration 51Q: 3 clusters Score -7148962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57547 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -7148962.500000 Penalty: 5445.466309
	Iteration 52Q: 3 clusters Score -7148962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57555 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -7148965.000000 Penalty: 5445.466309
	Iteration 53Q: 3 clusters Score -7148965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57559 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -7148959.500000 Penalty: 5445.466309
	Iteration 54Q: 3 clusters Score -7148960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57561 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -7148961.000000 Penalty: 5445.466309
	Iteration 55Q: 3 clusters Score -7148961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57560 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -7148953.000000 Penalty: 5445.466309
	Iteration 56Q: 3 clusters Score -7148953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57560 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -7148953.000000 Penalty: 5445.466309
	Iteration 57F: 3 clusters Score -7148953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (150857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150857 members 
Entering Unmasked Estep 
Score: -18411478.000000 Penalty: 2957.173828
	Iteration 0F: 2 clusters Score -1.841148e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75434 members 
Mstep: Class 2 contains 75423 members 
Entering Unmasked Estep 
Score: -18310414.000000 Penalty: 5914.347656
	Iteration 0F: 3 clusters Score -1.831041e+07 nChanged 72125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75087 members 
Mstep: Class 2 contains 75770 members 
Entering Unmasked Estep 
Score: -18352478.000000 Penalty: 5914.347656
	Iteration 1F: 3 clusters Score -1.835248e+07 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74690 members 
Mstep: Class 2 contains 76167 members 
Entering Unmasked Estep 
Score: -18353390.000000 Penalty: 5914.347656
	Iteration 2Q: 3 clusters Score -1.835339e+07 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73933 members 
Mstep: Class 2 contains 76924 members 
Entering Unmasked Estep 
Score: -18354288.000000 Penalty: 5914.347656
	Iteration 3Q: 3 clusters Score -1.835429e+07 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72686 members 
Mstep: Class 2 contains 78171 members 
Entering Unmasked Estep 
Score: -18355330.000000 Penalty: 5914.347656
	Iteration 4Q: 3 clusters Score -1.835533e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70902 members 
Mstep: Class 2 contains 79955 members 
Entering Unmasked Estep 
Score: -18356858.000000 Penalty: 5914.347656
	Iteration 5Q: 3 clusters Score -1.835686e+07 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68153 members 
Mstep: Class 2 contains 82704 members 
Entering Unmasked Estep 
Score: -18358980.000000 Penalty: 5914.347656
	Iteration 6Q: 3 clusters Score -1.835898e+07 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64377 members 
Mstep: Class 2 contains 86480 members 
Entering Unmasked Estep 
Score: -18361960.000000 Penalty: 5914.347656
	Iteration 7Q: 3 clusters Score -1.836196e+07 nChanged 7801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59438 members 
Mstep: Class 2 contains 91419 members 
Entering Unmasked Estep 
Score: -18365540.000000 Penalty: 5914.347656
	Iteration 8F: 3 clusters Score -1.836554e+07 nChanged 8369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53417 members 
Mstep: Class 2 contains 97440 members 
Entering Unmasked Estep 
Score: -18369722.000000 Penalty: 5914.347656
	Iteration 9F: 3 clusters Score -1.836972e+07 nChanged 8726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46243 members 
Mstep: Class 2 contains 104614 members 
Entering Unmasked Estep 
Score: -18374818.000000 Penalty: 5914.347656
	Iteration 10F: 3 clusters Score -1.837482e+07 nChanged 8799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38442 members 
Mstep: Class 2 contains 112415 members 
Entering Unmasked Estep 
Score: -18380568.000000 Penalty: 5914.347656
	Iteration 11F: 3 clusters Score -1.838057e+07 nChanged 8357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30581 members 
Mstep: Class 2 contains 120276 members 
Entering Unmasked Estep 
Score: -18386480.000000 Penalty: 5914.347656
	Iteration 12F: 3 clusters Score -1.838648e+07 nChanged 7376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 127406 members 
Entering Unmasked Estep 
Score: -18392166.000000 Penalty: 5914.347656
	Iteration 13Q: 3 clusters Score -1.839217e+07 nChanged 6142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 133470 members 
Entering Unmasked Estep 
Score: -18396916.000000 Penalty: 5914.347656
	Iteration 14Q: 3 clusters Score -1.839692e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 138190 members 
Entering Unmasked Estep 
Score: -18400446.000000 Penalty: 5914.347656
	Iteration 15Q: 3 clusters Score -1.840045e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 141810 members 
Entering Unmasked Estep 
Score: -18402982.000000 Penalty: 5914.347656
	Iteration 16Q: 3 clusters Score -1.840298e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 144416 members 
Entering Unmasked Estep 
Score: -18404784.000000 Penalty: 5914.347656
	Iteration 17Q: 3 clusters Score -1.840478e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 146369 members 
Entering Unmasked Estep 
Score: -18406240.000000 Penalty: 5914.347656
	Iteration 18Q: 3 clusters Score -1.840624e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 147739 members 
Entering Unmasked Estep 
Score: -18407158.000000 Penalty: 5914.347656
	Iteration 19Q: 3 clusters Score -1.840716e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 148627 members 
Entering Unmasked Estep 
Score: -18407730.000000 Penalty: 5914.347656
	Iteration 20F: 3 clusters Score -1.840773e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 149182 members 
Entering Unmasked Estep 
Score: -18408066.000000 Penalty: 5914.347656
	Iteration 21Q: 3 clusters Score -1.840807e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 149527 members 
Entering Unmasked Estep 
Score: -18408318.000000 Penalty: 5914.347656
	Iteration 22Q: 3 clusters Score -1.840832e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 149733 members 
Entering Unmasked Estep 
Score: -18408480.000000 Penalty: 5914.347656
	Iteration 23Q: 3 clusters Score -1.840848e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 149864 members 
Entering Unmasked Estep 
Score: -18408562.000000 Penalty: 5914.347656
	Iteration 24Q: 3 clusters Score -1.840856e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 149953 members 
Entering Unmasked Estep 
Score: -18408616.000000 Penalty: 5914.347656
	Iteration 25Q: 3 clusters Score -1.840862e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 150022 members 
Entering Unmasked Estep 
Score: -18408656.000000 Penalty: 5914.347656
	Iteration 26Q: 3 clusters Score -1.840866e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 150065 members 
Entering Unmasked Estep 
Score: -18408678.000000 Penalty: 5914.347656
	Iteration 27Q: 3 clusters Score -1.840868e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 150102 members 
Entering Unmasked Estep 
Score: -18408720.000000 Penalty: 5914.347656
	Iteration 28Q: 3 clusters Score -1.840872e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 150137 members 
Entering Unmasked Estep 
Score: -18408754.000000 Penalty: 5914.347656
	Iteration 29Q: 3 clusters Score -1.840875e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 150172 members 
Entering Unmasked Estep 
Score: -18408788.000000 Penalty: 5914.347656
	Iteration 30Q: 3 clusters Score -1.840879e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 150187 members 
Entering Unmasked Estep 
Score: -18408800.000000 Penalty: 5914.347656
	Iteration 31Q: 3 clusters Score -1.84088e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 150201 members 
Entering Unmasked Estep 
Score: -18408794.000000 Penalty: 5914.347656
	Iteration 32Q: 3 clusters Score -1.840879e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 150216 members 
Entering Unmasked Estep 
Score: -18408820.000000 Penalty: 5914.347656
	Iteration 33Q: 3 clusters Score -1.840882e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 150235 members 
Entering Unmasked Estep 
Score: -18408840.000000 Penalty: 5914.347656
	Iteration 34Q: 3 clusters Score -1.840884e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 150247 members 
Entering Unmasked Estep 
Score: -18408846.000000 Penalty: 5914.347656
	Iteration 35Q: 3 clusters Score -1.840885e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 150253 members 
Entering Unmasked Estep 
Score: -18408872.000000 Penalty: 5914.347656
	Iteration 36Q: 3 clusters Score -1.840887e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 150260 members 
Entering Unmasked Estep 
Score: -18408862.000000 Penalty: 5914.347656
	Iteration 37Q: 3 clusters Score -1.840886e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 150266 members 
Entering Unmasked Estep 
Score: -18408878.000000 Penalty: 5914.347656
	Iteration 38Q: 3 clusters Score -1.840888e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 150271 members 
Entering Unmasked Estep 
Score: -18408862.000000 Penalty: 5914.347656
	Iteration 39Q: 3 clusters Score -1.840886e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 150275 members 
Entering Unmasked Estep 
Score: -18408870.000000 Penalty: 5914.347656
	Iteration 40F: 3 clusters Score -1.840887e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 150278 members 
Entering Unmasked Estep 
Score: -18408876.000000 Penalty: 5914.347656
	Iteration 41Q: 3 clusters Score -1.840888e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 150280 members 
Entering Unmasked Estep 
Score: -18408888.000000 Penalty: 5914.347656
	Iteration 42Q: 3 clusters Score -1.840889e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 150282 members 
Entering Unmasked Estep 
Score: -18408892.000000 Penalty: 5914.347656
	Iteration 43Q: 3 clusters Score -1.840889e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 150285 members 
Entering Unmasked Estep 
Score: -18408894.000000 Penalty: 5914.347656
	Iteration 44Q: 3 clusters Score -1.840889e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 150289 members 
Entering Unmasked Estep 
Score: -18408904.000000 Penalty: 5914.347656
	Iteration 45Q: 3 clusters Score -1.84089e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 150290 members 
Entering Unmasked Estep 
Score: -18408898.000000 Penalty: 5914.347656
	Iteration 46Q: 3 clusters Score -1.84089e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 150290 members 
Entering Unmasked Estep 
Score: -18408898.000000 Penalty: 5914.347656
	Iteration 47F: 3 clusters Score -1.84089e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Entering Unmasked Estep 
Score: -788646.187500 Penalty: 2207.403809
	Iteration 0F: 2 clusters Score -788646.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -782716.812500 Penalty: 4414.807617
	Iteration 0F: 3 clusters Score -782716.8 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -784929.625000 Penalty: 4414.807617
	Iteration 1F: 3 clusters Score -784929.6 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -785871.812500 Penalty: 4414.807617
	Iteration 2F: 3 clusters Score -785871.8 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -786665.187500 Penalty: 4414.807617
	Iteration 3F: 3 clusters Score -786665.2 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -787247.687500 Penalty: 4414.807617
	Iteration 4F: 3 clusters Score -787247.7 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -787608.125000 Penalty: 4414.807617
	Iteration 5F: 3 clusters Score -787608.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -787794.062500 Penalty: 4414.807617
	Iteration 6Q: 3 clusters Score -787794.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -787883.312500 Penalty: 4414.807617
	Iteration 7Q: 3 clusters Score -787883.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -787936.250000 Penalty: 4414.807617
	Iteration 8Q: 3 clusters Score -787936.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -787973.312500 Penalty: 4414.807617
	Iteration 9Q: 3 clusters Score -787973.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -787994.562500 Penalty: 4414.807617
	Iteration 10Q: 3 clusters Score -787994.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -788018.562500 Penalty: 4414.807617
	Iteration 11Q: 3 clusters Score -788018.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -788041.000000 Penalty: 4414.807617
	Iteration 12Q: 3 clusters Score -788041 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -788066.312500 Penalty: 4414.807617
	Iteration 13Q: 3 clusters Score -788066.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -788099.187500 Penalty: 4414.807617
	Iteration 14Q: 3 clusters Score -788099.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -788123.125000 Penalty: 4414.807617
	Iteration 15Q: 3 clusters Score -788123.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -788144.187500 Penalty: 4414.807617
	Iteration 16Q: 3 clusters Score -788144.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -788165.750000 Penalty: 4414.807617
	Iteration 17Q: 3 clusters Score -788165.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -788188.125000 Penalty: 4414.807617
	Iteration 18Q: 3 clusters Score -788188.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -788204.250000 Penalty: 4414.807617
	Iteration 19Q: 3 clusters Score -788204.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -788217.062500 Penalty: 4414.807617
	Iteration 20F: 3 clusters Score -788217.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -788231.687500 Penalty: 4414.807617
	Iteration 21Q: 3 clusters Score -788231.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -788237.625000 Penalty: 4414.807617
	Iteration 22Q: 3 clusters Score -788237.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -788242.187500 Penalty: 4414.807617
	Iteration 23Q: 3 clusters Score -788242.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -788244.437500 Penalty: 4414.807617
	Iteration 24Q: 3 clusters Score -788244.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -788248.562500 Penalty: 4414.807617
	Iteration 25Q: 3 clusters Score -788248.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -788250.187500 Penalty: 4414.807617
	Iteration 26Q: 3 clusters Score -788250.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -788249.187500 Penalty: 4414.807617
	Iteration 27Q: 3 clusters Score -788249.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -788251.000000 Penalty: 4414.807617
	Iteration 28Q: 3 clusters Score -788251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -788251.812500 Penalty: 4414.807617
	Iteration 29Q: 3 clusters Score -788251.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -788254.375000 Penalty: 4414.807617
	Iteration 30Q: 3 clusters Score -788254.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -788254.687500 Penalty: 4414.807617
	Iteration 31Q: 3 clusters Score -788254.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -788254.937500 Penalty: 4414.807617
	Iteration 32Q: 3 clusters Score -788254.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -788256.750000 Penalty: 4414.807617
	Iteration 33Q: 3 clusters Score -788256.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -788258.812500 Penalty: 4414.807617
	Iteration 34Q: 3 clusters Score -788258.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -788257.437500 Penalty: 4414.807617
	Iteration 35Q: 3 clusters Score -788257.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -788258.250000 Penalty: 4414.807617
	Iteration 36Q: 3 clusters Score -788258.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -788259.500000 Penalty: 4414.807617
	Iteration 37Q: 3 clusters Score -788259.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -788258.187500 Penalty: 4414.807617
	Iteration 38Q: 3 clusters Score -788258.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -788259.312500 Penalty: 4414.807617
	Iteration 39Q: 3 clusters Score -788259.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -788259.312500 Penalty: 4414.807617
	Iteration 40F: 3 clusters Score -788259.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (181163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181163 members 
Entering Unmasked Estep 
Score: -22101554.000000 Penalty: 3002.573975
	Iteration 0F: 2 clusters Score -2.210155e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90516 members 
Mstep: Class 2 contains 90647 members 
Entering Unmasked Estep 
Score: -21981062.000000 Penalty: 6005.147949
	Iteration 0F: 3 clusters Score -2.198106e+07 nChanged 86851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87945 members 
Mstep: Class 2 contains 93218 members 
Entering Unmasked Estep 
Score: -22031890.000000 Penalty: 6005.147949
	Iteration 1F: 3 clusters Score -2.203189e+07 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85847 members 
Mstep: Class 2 contains 95316 members 
Entering Unmasked Estep 
Score: -22033444.000000 Penalty: 6005.147949
	Iteration 2Q: 3 clusters Score -2.203344e+07 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82476 members 
Mstep: Class 2 contains 98687 members 
Entering Unmasked Estep 
Score: -22035554.000000 Penalty: 6005.147949
	Iteration 3Q: 3 clusters Score -2.203555e+07 nChanged 8446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77066 members 
Mstep: Class 2 contains 104097 members 
Entering Unmasked Estep 
Score: -22038986.000000 Penalty: 6005.147949
	Iteration 4Q: 3 clusters Score -2.203899e+07 nChanged 10770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69308 members 
Mstep: Class 2 contains 111855 members 
Entering Unmasked Estep 
Score: -22044772.000000 Penalty: 6005.147949
	Iteration 5F: 3 clusters Score -2.204477e+07 nChanged 12601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59537 members 
Mstep: Class 2 contains 121626 members 
Entering Unmasked Estep 
Score: -22053044.000000 Penalty: 6005.147949
	Iteration 6F: 3 clusters Score -2.205304e+07 nChanged 13274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48715 members 
Mstep: Class 2 contains 132448 members 
Entering Unmasked Estep 
Score: -22063078.000000 Penalty: 6005.147949
	Iteration 7F: 3 clusters Score -2.206308e+07 nChanged 12054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38447 members 
Mstep: Class 2 contains 142716 members 
Entering Unmasked Estep 
Score: -22072754.000000 Penalty: 6005.147949
	Iteration 8F: 3 clusters Score -2.207275e+07 nChanged 9363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 150823 members 
Entering Unmasked Estep 
Score: -22081426.000000 Penalty: 6005.147949
	Iteration 9F: 3 clusters Score -2.208143e+07 nChanged 6441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 156100 members 
Entering Unmasked Estep 
Score: -22087694.000000 Penalty: 6005.147949
	Iteration 10Q: 3 clusters Score -2.208769e+07 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 158987 members 
Entering Unmasked Estep 
Score: -22091912.000000 Penalty: 6005.147949
	Iteration 11Q: 3 clusters Score -2.209191e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 160571 members 
Entering Unmasked Estep 
Score: -22094316.000000 Penalty: 6005.147949
	Iteration 12Q: 3 clusters Score -2.209432e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 161726 members 
Entering Unmasked Estep 
Score: -22095860.000000 Penalty: 6005.147949
	Iteration 13Q: 3 clusters Score -2.209586e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 162598 members 
Entering Unmasked Estep 
Score: -22096718.000000 Penalty: 6005.147949
	Iteration 14Q: 3 clusters Score -2.209672e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 163409 members 
Entering Unmasked Estep 
Score: -22097322.000000 Penalty: 6005.147949
	Iteration 15Q: 3 clusters Score -2.209732e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 164113 members 
Entering Unmasked Estep 
Score: -22097590.000000 Penalty: 6005.147949
	Iteration 16Q: 3 clusters Score -2.209759e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 164775 members 
Entering Unmasked Estep 
Score: -22097840.000000 Penalty: 6005.147949
	Iteration 17Q: 3 clusters Score -2.209784e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 165378 members 
Entering Unmasked Estep 
Score: -22098090.000000 Penalty: 6005.147949
	Iteration 18Q: 3 clusters Score -2.209809e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 165989 members 
Entering Unmasked Estep 
Score: -22098214.000000 Penalty: 6005.147949
	Iteration 19Q: 3 clusters Score -2.209821e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 166533 members 
Entering Unmasked Estep 
Score: -22098328.000000 Penalty: 6005.147949
	Iteration 20F: 3 clusters Score -2.209833e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 167029 members 
Entering Unmasked Estep 
Score: -22098350.000000 Penalty: 6005.147949
	Iteration 21Q: 3 clusters Score -2.209835e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 167458 members 
Entering Unmasked Estep 
Score: -22098472.000000 Penalty: 6005.147949
	Iteration 22Q: 3 clusters Score -2.209847e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 167862 members 
Entering Unmasked Estep 
Score: -22098454.000000 Penalty: 6005.147949
	Iteration 23Q: 3 clusters Score -2.209845e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 168212 members 
Entering Unmasked Estep 
Score: -22098474.000000 Penalty: 6005.147949
	Iteration 24Q: 3 clusters Score -2.209847e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 168545 members 
Entering Unmasked Estep 
Score: -22098542.000000 Penalty: 6005.147949
	Iteration 25Q: 3 clusters Score -2.209854e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 168877 members 
Entering Unmasked Estep 
Score: -22098530.000000 Penalty: 6005.147949
	Iteration 26Q: 3 clusters Score -2.209853e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 169187 members 
Entering Unmasked Estep 
Score: -22098630.000000 Penalty: 6005.147949
	Iteration 27Q: 3 clusters Score -2.209863e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 169445 members 
Entering Unmasked Estep 
Score: -22098634.000000 Penalty: 6005.147949
	Iteration 28Q: 3 clusters Score -2.209863e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 169682 members 
Entering Unmasked Estep 
Score: -22098674.000000 Penalty: 6005.147949
	Iteration 29Q: 3 clusters Score -2.209867e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 169920 members 
Entering Unmasked Estep 
Score: -22098654.000000 Penalty: 6005.147949
	Iteration 30Q: 3 clusters Score -2.209865e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 170136 members 
Entering Unmasked Estep 
Score: -22098718.000000 Penalty: 6005.147949
	Iteration 31Q: 3 clusters Score -2.209872e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 170343 members 
Entering Unmasked Estep 
Score: -22098740.000000 Penalty: 6005.147949
	Iteration 32Q: 3 clusters Score -2.209874e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 170533 members 
Entering Unmasked Estep 
Score: -22098754.000000 Penalty: 6005.147949
	Iteration 33Q: 3 clusters Score -2.209875e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 170703 members 
Entering Unmasked Estep 
Score: -22098788.000000 Penalty: 6005.147949
	Iteration 34Q: 3 clusters Score -2.209879e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 170878 members 
Entering Unmasked Estep 
Score: -22098810.000000 Penalty: 6005.147949
	Iteration 35Q: 3 clusters Score -2.209881e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 171052 members 
Entering Unmasked Estep 
Score: -22098800.000000 Penalty: 6005.147949
	Iteration 36Q: 3 clusters Score -2.20988e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 171239 members 
Entering Unmasked Estep 
Score: -22098850.000000 Penalty: 6005.147949
	Iteration 37Q: 3 clusters Score -2.209885e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 171404 members 
Entering Unmasked Estep 
Score: -22098852.000000 Penalty: 6005.147949
	Iteration 38Q: 3 clusters Score -2.209885e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 171553 members 
Entering Unmasked Estep 
Score: -22098884.000000 Penalty: 6005.147949
	Iteration 39Q: 3 clusters Score -2.209888e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 171691 members 
Entering Unmasked Estep 
Score: -22098882.000000 Penalty: 6005.147949
	Iteration 40F: 3 clusters Score -2.209888e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 171824 members 
Entering Unmasked Estep 
Score: -22098884.000000 Penalty: 6005.147949
	Iteration 41Q: 3 clusters Score -2.209888e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 171933 members 
Entering Unmasked Estep 
Score: -22098874.000000 Penalty: 6005.147949
	Iteration 42Q: 3 clusters Score -2.209887e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 172033 members 
Entering Unmasked Estep 
Score: -22098906.000000 Penalty: 6005.147949
	Iteration 43Q: 3 clusters Score -2.209891e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 172139 members 
Entering Unmasked Estep 
Score: -22098952.000000 Penalty: 6005.147949
	Iteration 44Q: 3 clusters Score -2.209895e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 172250 members 
Entering Unmasked Estep 
Score: -22098940.000000 Penalty: 6005.147949
	Iteration 45Q: 3 clusters Score -2.209894e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 172358 members 
Entering Unmasked Estep 
Score: -22098920.000000 Penalty: 6005.147949
	Iteration 46Q: 3 clusters Score -2.209892e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 172467 members 
Entering Unmasked Estep 
Score: -22098936.000000 Penalty: 6005.147949
	Iteration 47Q: 3 clusters Score -2.209894e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 172582 members 
Entering Unmasked Estep 
Score: -22098964.000000 Penalty: 6005.147949
	Iteration 48Q: 3 clusters Score -2.209896e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 172698 members 
Entering Unmasked Estep 
Score: -22098960.000000 Penalty: 6005.147949
	Iteration 49Q: 3 clusters Score -2.209896e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 172797 members 
Entering Unmasked Estep 
Score: -22098976.000000 Penalty: 6005.147949
	Iteration 50Q: 3 clusters Score -2.209898e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 172885 members 
Entering Unmasked Estep 
Score: -22098958.000000 Penalty: 6005.147949
	Iteration 51Q: 3 clusters Score -2.209896e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 172981 members 
Entering Unmasked Estep 
Score: -22098978.000000 Penalty: 6005.147949
	Iteration 52Q: 3 clusters Score -2.209898e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 173079 members 
Entering Unmasked Estep 
Score: -22099004.000000 Penalty: 6005.147949
	Iteration 53Q: 3 clusters Score -2.2099e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 173164 members 
Entering Unmasked Estep 
Score: -22099016.000000 Penalty: 6005.147949
	Iteration 54Q: 3 clusters Score -2.209902e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 173237 members 
Entering Unmasked Estep 
Score: -22099012.000000 Penalty: 6005.147949
	Iteration 55Q: 3 clusters Score -2.209901e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 173294 members 
Entering Unmasked Estep 
Score: -22099002.000000 Penalty: 6005.147949
	Iteration 56Q: 3 clusters Score -2.2099e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 173359 members 
Entering Unmasked Estep 
Score: -22099002.000000 Penalty: 6005.147949
	Iteration 57Q: 3 clusters Score -2.2099e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 173425 members 
Entering Unmasked Estep 
Score: -22099020.000000 Penalty: 6005.147949
	Iteration 58Q: 3 clusters Score -2.209902e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 173490 members 
Entering Unmasked Estep 
Score: -22099018.000000 Penalty: 6005.147949
	Iteration 59Q: 3 clusters Score -2.209902e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 173540 members 
Entering Unmasked Estep 
Score: -22099016.000000 Penalty: 6005.147949
	Iteration 60F: 3 clusters Score -2.209902e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 173591 members 
Entering Unmasked Estep 
Score: -22099026.000000 Penalty: 6005.147949
	Iteration 61Q: 3 clusters Score -2.209903e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 173631 members 
Entering Unmasked Estep 
Score: -22099040.000000 Penalty: 6005.147949
	Iteration 62Q: 3 clusters Score -2.209904e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 173672 members 
Entering Unmasked Estep 
Score: -22099030.000000 Penalty: 6005.147949
	Iteration 63Q: 3 clusters Score -2.209903e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 173717 members 
Entering Unmasked Estep 
Score: -22099040.000000 Penalty: 6005.147949
	Iteration 64Q: 3 clusters Score -2.209904e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 173752 members 
Entering Unmasked Estep 
Score: -22099016.000000 Penalty: 6005.147949
	Iteration 65Q: 3 clusters Score -2.209902e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 173780 members 
Entering Unmasked Estep 
Score: -22098998.000000 Penalty: 6005.147949
	Iteration 66Q: 3 clusters Score -2.2099e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 173815 members 
Entering Unmasked Estep 
Score: -22099008.000000 Penalty: 6005.147949
	Iteration 67Q: 3 clusters Score -2.209901e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 173854 members 
Entering Unmasked Estep 
Score: -22099042.000000 Penalty: 6005.147949
	Iteration 68Q: 3 clusters Score -2.209904e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 173886 members 
Entering Unmasked Estep 
Score: -22099024.000000 Penalty: 6005.147949
	Iteration 69Q: 3 clusters Score -2.209902e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 173927 members 
Entering Unmasked Estep 
Score: -22099022.000000 Penalty: 6005.147949
	Iteration 70Q: 3 clusters Score -2.209902e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 173971 members 
Entering Unmasked Estep 
Score: -22099038.000000 Penalty: 6005.147949
	Iteration 71Q: 3 clusters Score -2.209904e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 174020 members 
Entering Unmasked Estep 
Score: -22099074.000000 Penalty: 6005.147949
	Iteration 72Q: 3 clusters Score -2.209907e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 174067 members 
Entering Unmasked Estep 
Score: -22099058.000000 Penalty: 6005.147949
	Iteration 73Q: 3 clusters Score -2.209906e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 174114 members 
Entering Unmasked Estep 
Score: -22099034.000000 Penalty: 6005.147949
	Iteration 74Q: 3 clusters Score -2.209903e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 174163 members 
Entering Unmasked Estep 
Score: -22099044.000000 Penalty: 6005.147949
	Iteration 75Q: 3 clusters Score -2.209904e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 174216 members 
Entering Unmasked Estep 
Score: -22099046.000000 Penalty: 6005.147949
	Iteration 76Q: 3 clusters Score -2.209905e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 174267 members 
Entering Unmasked Estep 
Score: -22099044.000000 Penalty: 6005.147949
	Iteration 77Q: 3 clusters Score -2.209904e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 174313 members 
Entering Unmasked Estep 
Score: -22099054.000000 Penalty: 6005.147949
	Iteration 78Q: 3 clusters Score -2.209905e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 174358 members 
Entering Unmasked Estep 
Score: -22099066.000000 Penalty: 6005.147949
	Iteration 79Q: 3 clusters Score -2.209907e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 174397 members 
Entering Unmasked Estep 
Score: -22099084.000000 Penalty: 6005.147949
	Iteration 80F: 3 clusters Score -2.209908e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 174443 members 
Entering Unmasked Estep 
Score: -22099090.000000 Penalty: 6005.147949
	Iteration 81Q: 3 clusters Score -2.209909e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 174492 members 
Entering Unmasked Estep 
Score: -22099082.000000 Penalty: 6005.147949
	Iteration 82Q: 3 clusters Score -2.209908e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 174536 members 
Entering Unmasked Estep 
Score: -22099086.000000 Penalty: 6005.147949
	Iteration 83Q: 3 clusters Score -2.209909e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 174577 members 
Entering Unmasked Estep 
Score: -22099074.000000 Penalty: 6005.147949
	Iteration 84Q: 3 clusters Score -2.209907e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 174605 members 
Entering Unmasked Estep 
Score: -22099060.000000 Penalty: 6005.147949
	Iteration 85Q: 3 clusters Score -2.209906e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 174628 members 
Entering Unmasked Estep 
Score: -22099052.000000 Penalty: 6005.147949
	Iteration 86Q: 3 clusters Score -2.209905e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 174652 members 
Entering Unmasked Estep 
Score: -22099046.000000 Penalty: 6005.147949
	Iteration 87Q: 3 clusters Score -2.209905e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 174675 members 
Entering Unmasked Estep 
Score: -22099076.000000 Penalty: 6005.147949
	Iteration 88Q: 3 clusters Score -2.209908e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 174697 members 
Entering Unmasked Estep 
Score: -22099058.000000 Penalty: 6005.147949
	Iteration 89Q: 3 clusters Score -2.209906e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 174716 members 
Entering Unmasked Estep 
Score: -22099072.000000 Penalty: 6005.147949
	Iteration 90Q: 3 clusters Score -2.209907e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 174741 members 
Entering Unmasked Estep 
Score: -22099070.000000 Penalty: 6005.147949
	Iteration 91Q: 3 clusters Score -2.209907e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 174763 members 
Entering Unmasked Estep 
Score: -22099092.000000 Penalty: 6005.147949
	Iteration 92Q: 3 clusters Score -2.209909e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 174787 members 
Entering Unmasked Estep 
Score: -22099092.000000 Penalty: 6005.147949
	Iteration 93Q: 3 clusters Score -2.209909e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 174818 members 
Entering Unmasked Estep 
Score: -22099098.000000 Penalty: 6005.147949
	Iteration 94Q: 3 clusters Score -2.20991e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 174842 members 
Entering Unmasked Estep 
Score: -22099094.000000 Penalty: 6005.147949
	Iteration 95Q: 3 clusters Score -2.209909e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 174865 members 
Entering Unmasked Estep 
Score: -22099116.000000 Penalty: 6005.147949
	Iteration 96Q: 3 clusters Score -2.209912e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 174884 members 
Entering Unmasked Estep 
Score: -22099096.000000 Penalty: 6005.147949
	Iteration 97Q: 3 clusters Score -2.20991e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 174903 members 
Entering Unmasked Estep 
Score: -22099064.000000 Penalty: 6005.147949
	Iteration 98Q: 3 clusters Score -2.209906e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 174913 members 
Entering Unmasked Estep 
Score: -22099090.000000 Penalty: 6005.147949
	Iteration 99Q: 3 clusters Score -2.209909e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 174916 members 
Entering Unmasked Estep 
Score: -22099086.000000 Penalty: 6005.147949
	Iteration 100F: 3 clusters Score -2.209909e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 174922 members 
Entering Unmasked Estep 
Score: -22099094.000000 Penalty: 6005.147949
	Iteration 101Q: 3 clusters Score -2.209909e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 174929 members 
Entering Unmasked Estep 
Score: -22099110.000000 Penalty: 6005.147949
	Iteration 102Q: 3 clusters Score -2.209911e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 174934 members 
Entering Unmasked Estep 
Score: -22099112.000000 Penalty: 6005.147949
	Iteration 103Q: 3 clusters Score -2.209911e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 174938 members 
Entering Unmasked Estep 
Score: -22099112.000000 Penalty: 6005.147949
	Iteration 104Q: 3 clusters Score -2.209911e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 174943 members 
Entering Unmasked Estep 
Score: -22099116.000000 Penalty: 6005.147949
	Iteration 105Q: 3 clusters Score -2.209912e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 174949 members 
Entering Unmasked Estep 
Score: -22099104.000000 Penalty: 6005.147949
	Iteration 106Q: 3 clusters Score -2.20991e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 174957 members 
Entering Unmasked Estep 
Score: -22099108.000000 Penalty: 6005.147949
	Iteration 107Q: 3 clusters Score -2.209911e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 174966 members 
Entering Unmasked Estep 
Score: -22099104.000000 Penalty: 6005.147949
	Iteration 108Q: 3 clusters Score -2.20991e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 174976 members 
Entering Unmasked Estep 
Score: -22099106.000000 Penalty: 6005.147949
	Iteration 109Q: 3 clusters Score -2.209911e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 174983 members 
Entering Unmasked Estep 
Score: -22099108.000000 Penalty: 6005.147949
	Iteration 110Q: 3 clusters Score -2.209911e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 174988 members 
Entering Unmasked Estep 
Score: -22099110.000000 Penalty: 6005.147949
	Iteration 111Q: 3 clusters Score -2.209911e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 174995 members 
Entering Unmasked Estep 
Score: -22099110.000000 Penalty: 6005.147949
	Iteration 112Q: 3 clusters Score -2.209911e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 175008 members 
Entering Unmasked Estep 
Score: -22099120.000000 Penalty: 6005.147949
	Iteration 113Q: 3 clusters Score -2.209912e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 175017 members 
Entering Unmasked Estep 
Score: -22099112.000000 Penalty: 6005.147949
	Iteration 114Q: 3 clusters Score -2.209911e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 175025 members 
Entering Unmasked Estep 
Score: -22099094.000000 Penalty: 6005.147949
	Iteration 115Q: 3 clusters Score -2.209909e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 175032 members 
Entering Unmasked Estep 
Score: -22099096.000000 Penalty: 6005.147949
	Iteration 116Q: 3 clusters Score -2.20991e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 175042 members 
Entering Unmasked Estep 
Score: -22099110.000000 Penalty: 6005.147949
	Iteration 117Q: 3 clusters Score -2.209911e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 175049 members 
Entering Unmasked Estep 
Score: -22099112.000000 Penalty: 6005.147949
	Iteration 118Q: 3 clusters Score -2.209911e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 175053 members 
Entering Unmasked Estep 
Score: -22099112.000000 Penalty: 6005.147949
	Iteration 119Q: 3 clusters Score -2.209911e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 175060 members 
Entering Unmasked Estep 
Score: -22099118.000000 Penalty: 6005.147949
	Iteration 120F: 3 clusters Score -2.209912e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 175070 members 
Entering Unmasked Estep 
Score: -22099114.000000 Penalty: 6005.147949
	Iteration 121Q: 3 clusters Score -2.209911e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 175089 members 
Entering Unmasked Estep 
Score: -22099104.000000 Penalty: 6005.147949
	Iteration 122Q: 3 clusters Score -2.20991e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 175104 members 
Entering Unmasked Estep 
Score: -22099076.000000 Penalty: 6005.147949
	Iteration 123Q: 3 clusters Score -2.209908e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 175118 members 
Entering Unmasked Estep 
Score: -22099094.000000 Penalty: 6005.147949
	Iteration 124Q: 3 clusters Score -2.209909e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 175130 members 
Entering Unmasked Estep 
Score: -22099096.000000 Penalty: 6005.147949
	Iteration 125Q: 3 clusters Score -2.20991e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 175134 members 
Entering Unmasked Estep 
Score: -22099080.000000 Penalty: 6005.147949
	Iteration 126Q: 3 clusters Score -2.209908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 175135 members 
Entering Unmasked Estep 
Score: -22099084.000000 Penalty: 6005.147949
	Iteration 127Q: 3 clusters Score -2.209908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 175136 members 
Entering Unmasked Estep 
Score: -22099078.000000 Penalty: 6005.147949
	Iteration 128Q: 3 clusters Score -2.209908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 175137 members 
Entering Unmasked Estep 
Score: -22099088.000000 Penalty: 6005.147949
	Iteration 129Q: 3 clusters Score -2.209909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 175139 members 
Entering Unmasked Estep 
Score: -22099092.000000 Penalty: 6005.147949
	Iteration 130Q: 3 clusters Score -2.209909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 175141 members 
Entering Unmasked Estep 
Score: -22099098.000000 Penalty: 6005.147949
	Iteration 131Q: 3 clusters Score -2.20991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 175142 members 
Entering Unmasked Estep 
Score: -22099106.000000 Penalty: 6005.147949
	Iteration 132Q: 3 clusters Score -2.209911e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 175142 members 
Entering Unmasked Estep 
Score: -22099106.000000 Penalty: 6005.147949
	Iteration 133F: 3 clusters Score -2.209911e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -1378922.375000 Penalty: 2315.765869
	Iteration 0F: 2 clusters Score -1378922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1370382.750000 Penalty: 4631.531738
	Iteration 0F: 3 clusters Score -1370383 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1372943.125000 Penalty: 4631.531738
	Iteration 1F: 3 clusters Score -1372943 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1373330.375000 Penalty: 4631.531738
	Iteration 2F: 3 clusters Score -1373330 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1373663.750000 Penalty: 4631.531738
	Iteration 3F: 3 clusters Score -1373664 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1373980.875000 Penalty: 4631.531738
	Iteration 4F: 3 clusters Score -1373981 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1374282.750000 Penalty: 4631.531738
	Iteration 5Q: 3 clusters Score -1374283 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1374609.000000 Penalty: 4631.531738
	Iteration 6Q: 3 clusters Score -1374609 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1374963.000000 Penalty: 4631.531738
	Iteration 7Q: 3 clusters Score -1374963 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1375366.625000 Penalty: 4631.531738
	Iteration 8Q: 3 clusters Score -1375367 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1375777.500000 Penalty: 4631.531738
	Iteration 9Q: 3 clusters Score -1375778 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1376106.625000 Penalty: 4631.531738
	Iteration 10Q: 3 clusters Score -1376107 nChanged 292
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: -1376338.000000 Penalty: 4631.531738
	Iteration 11Q: 3 clusters Score -1376338 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1376492.875000 Penalty: 4631.531738
	Iteration 12Q: 3 clusters Score -1376493 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1376601.000000 Penalty: 4631.531738
	Iteration 13Q: 3 clusters Score -1376601 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1376677.875000 Penalty: 4631.531738
	Iteration 14Q: 3 clusters Score -1376678 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1376745.750000 Penalty: 4631.531738
	Iteration 15Q: 3 clusters Score -1376746 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1376792.125000 Penalty: 4631.531738
	Iteration 16Q: 3 clusters Score -1376792 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1376818.875000 Penalty: 4631.531738
	Iteration 17Q: 3 clusters Score -1376819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1376832.625000 Penalty: 4631.531738
	Iteration 18Q: 3 clusters Score -1376833 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1376841.375000 Penalty: 4631.531738
	Iteration 19Q: 3 clusters Score -1376841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1376855.500000 Penalty: 4631.531738
	Iteration 20F: 3 clusters Score -1376856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1376859.000000 Penalty: 4631.531738
	Iteration 21Q: 3 clusters Score -1376859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1376864.000000 Penalty: 4631.531738
	Iteration 22Q: 3 clusters Score -1376864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1376870.500000 Penalty: 4631.531738
	Iteration 23Q: 3 clusters Score -1376870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1376878.250000 Penalty: 4631.531738
	Iteration 24Q: 3 clusters Score -1376878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1376884.250000 Penalty: 4631.531738
	Iteration 25Q: 3 clusters Score -1376884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1376884.250000 Penalty: 4631.531738
	Iteration 26Q: 3 clusters Score -1376884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1376884.375000 Penalty: 4631.531738
	Iteration 27Q: 3 clusters Score -1376884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1376884.750000 Penalty: 4631.531738
	Iteration 28Q: 3 clusters Score -1376885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1376884.750000 Penalty: 4631.531738
	Iteration 29F: 3 clusters Score -1376885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Entering Unmasked Estep 
Score: -60431.160156 Penalty: 1613.804810
	Iteration 0F: 2 clusters Score -60431.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -58884.441406 Penalty: 3227.609619
	Iteration 0F: 3 clusters Score -58884.44 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -59437.367188 Penalty: 3227.609619
	Iteration 1F: 3 clusters Score -59437.37 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -59777.394531 Penalty: 3227.609619
	Iteration 2F: 3 clusters Score -59777.39 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -60039.753906 Penalty: 3227.609619
	Iteration 3F: 3 clusters Score -60039.75 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -60348.496094 Penalty: 3227.609619
	Iteration 4F: 3 clusters Score -60348.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -60661.011719 Penalty: 3227.609619
	Iteration 5Q: 3 clusters Score -60661.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -60811.250000 Penalty: 3227.609619
	Iteration 6Q: 3 clusters Score -60811.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -60869.718750 Penalty: 3227.609619
	Iteration 7Q: 3 clusters Score -60869.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -60919.945312 Penalty: 3227.609619
	Iteration 8Q: 3 clusters Score -60919.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -60955.386719 Penalty: 3227.609619
	Iteration 9Q: 3 clusters Score -60955.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -61006.171875 Penalty: 3227.609619
	Iteration 10Q: 3 clusters Score -61006.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -61044.667969 Penalty: 3227.609619
	Iteration 11Q: 3 clusters Score -61044.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -61068.085938 Penalty: 3227.609619
	Iteration 12Q: 3 clusters Score -61068.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -61099.390625 Penalty: 3227.609619
	Iteration 13Q: 3 clusters Score -61099.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -61110.433594 Penalty: 3227.609619
	Iteration 14Q: 3 clusters Score -61110.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -61119.625000 Penalty: 3227.609619
	Iteration 15Q: 3 clusters Score -61119.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -61143.695312 Penalty: 3227.609619
	Iteration 16Q: 3 clusters Score -61143.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -61218.519531 Penalty: 3227.609619
	Iteration 17Q: 3 clusters Score -61218.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -61281.484375 Penalty: 3227.609619
	Iteration 18Q: 3 clusters Score -61281.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -61288.140625 Penalty: 3227.609619
	Iteration 19Q: 3 clusters Score -61288.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -61289.695312 Penalty: 3227.609619
	Iteration 20F: 3 clusters Score -61289.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -61291.226562 Penalty: 3227.609619
	Iteration 21Q: 3 clusters Score -61291.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -61295.562500 Penalty: 3227.609619
	Iteration 22Q: 3 clusters Score -61295.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -61307.472656 Penalty: 3227.609619
	Iteration 23Q: 3 clusters Score -61307.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -61315.546875 Penalty: 3227.609619
	Iteration 24Q: 3 clusters Score -61315.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -61321.031250 Penalty: 3227.609619
	Iteration 25Q: 3 clusters Score -61321.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -61329.625000 Penalty: 3227.609619
	Iteration 26Q: 3 clusters Score -61329.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -61345.441406 Penalty: 3227.609619
	Iteration 27Q: 3 clusters Score -61345.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -61361.367188 Penalty: 3227.609619
	Iteration 28Q: 3 clusters Score -61361.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -61367.746094 Penalty: 3227.609619
	Iteration 29Q: 3 clusters Score -61367.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -61375.386719 Penalty: 3227.609619
	Iteration 30Q: 3 clusters Score -61375.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -61378.765625 Penalty: 3227.609619
	Iteration 31Q: 3 clusters Score -61378.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -61382.625000 Penalty: 3227.609619
	Iteration 32F: 3 clusters Score -61382.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -61388.937500 Penalty: 3227.609619
	Iteration 33Q: 3 clusters Score -61388.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -61412.621094 Penalty: 3227.609619
	Iteration 34Q: 3 clusters Score -61412.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -61435.199219 Penalty: 3227.609619
	Iteration 35Q: 3 clusters Score -61435.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -61442.492188 Penalty: 3227.609619
	Iteration 36Q: 3 clusters Score -61442.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -61451.765625 Penalty: 3227.609619
	Iteration 37Q: 3 clusters Score -61451.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -61454.554688 Penalty: 3227.609619
	Iteration 38Q: 3 clusters Score -61454.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -61462.781250 Penalty: 3227.609619
	Iteration 39F: 3 clusters Score -61462.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -61486.375000 Penalty: 3227.609619
	Iteration 40F: 3 clusters Score -61486.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -61516.417969 Penalty: 3227.609619
	Iteration 41Q: 3 clusters Score -61516.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -61520.222656 Penalty: 3227.609619
	Iteration 42Q: 3 clusters Score -61520.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -61520.222656 Penalty: 3227.609619
	Iteration 43F: 3 clusters Score -61520.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58616 members 
Mstep: Class 2 contains 150857 members 
Mstep: Class 3 contains 7338 members 
Mstep: Class 4 contains 181163 members 
Mstep: Class 5 contains 11359 members 
Mstep: Class 6 contains 406 members 
Mstep: Class 7 contains 31548 members 
Mstep: Class 8 contains 26826 members 
Mstep: Class 9 contains 195607 members 
Mstep: Class 10 contains 6909 members 
Mstep: Class 11 contains 38352 members 
Mstep: Class 12 contains 8971 members 
Mstep: Class 13 contains 10599 members 
Mstep: Class 14 contains 8037 members 
Mstep: Class 15 contains 8407 members 
Mstep: Class 16 contains 10557 members 
Mstep: Class 17 contains 69828 members 
Mstep: Class 18 contains 264 members 
Mstep: Class 19 contains 12382 members 
Mstep: Class 20 contains 2958 members 
Mstep: Class 21 contains 278812 members 
Mstep: Class 22 contains 41515 members 
Mstep: Class 23 contains 995 members 
Mstep: Class 24 contains 282791 members 
Mstep: Class 25 contains 16019 members 
Mstep: Class 26 contains 21811 members 
Mstep: Class 27 contains 16591 members 
Mstep: Class 28 contains 10561 members 
Mstep: Class 29 contains 6409 members 
Mstep: Class 30 contains 38004 members 
Mstep: Class 31 contains 2903 members 
Mstep: Class 32 contains 10074 members 
Mstep: Class 33 contains 8070 members 
Mstep: Class 34 contains 224142 members 
Mstep: Class 35 contains 84805 members 
Mstep: Class 36 contains 10526 members 
Mstep: Class 37 contains 643 members 
Mstep: Class 38 contains 11017 members 
Mstep: Class 39 contains 82962 members 
Mstep: Class 40 contains 510 members 
Entering Unmasked Estep 
Score: -235465056.000000 Penalty: 143876.984375
Splitting cluster 6 changes total score from -235466224.000000 to -235465056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (31548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31548 members 
Entering Unmasked Estep 
Score: -3802822.250000 Penalty: 2569.097900
	Iteration 0F: 2 clusters Score -3802822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -3781196.000000 Penalty: 5138.195801
	Iteration 0F: 3 clusters Score -3781196 nChanged 14336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -3789312.000000 Penalty: 5138.195801
	Iteration 1F: 3 clusters Score -3789312 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -3789832.000000 Penalty: 5138.195801
	Iteration 2Q: 3 clusters Score -3789832 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -3790322.000000 Penalty: 5138.195801
	Iteration 3Q: 3 clusters Score -3790322 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -3790966.000000 Penalty: 5138.195801
	Iteration 4Q: 3 clusters Score -3790966 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -3791761.500000 Penalty: 5138.195801
	Iteration 5Q: 3 clusters Score -3791762 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -3792774.750000 Penalty: 5138.195801
	Iteration 6F: 3 clusters Score -3792775 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -3794138.250000 Penalty: 5138.195801
	Iteration 7F: 3 clusters Score -3794138 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -3795728 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -3797450 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -3799071 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -3800287 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -3800864 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -3801105.000000 Penalty: 5138.195801
	Iteration 13Q: 3 clusters Score -3801105 nChanged 364
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -3801234 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -3801314 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -3801370 nChanged 174
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -3801410 nChanged 159
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Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -3801428 nChanged 156
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Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -3801452 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -3801471 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -3801491.500000 Penalty: 5138.195801
	Iteration 21Q: 3 clusters Score -3801492 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -3801516 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -3801542.000000 Penalty: 5138.195801
	Iteration 23Q: 3 clusters Score -3801542 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -3801562.250000 Penalty: 5138.195801
	Iteration 24Q: 3 clusters Score -3801562 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -3801564 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3801576 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -3801595.750000 Penalty: 5138.195801
	Iteration 27Q: 3 clusters Score -3801596 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3801599 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -3801600.500000 Penalty: 5138.195801
	Iteration 29Q: 3 clusters Score -3801600 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -3801605.750000 Penalty: 5138.195801
	Iteration 30Q: 3 clusters Score -3801606 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -3801622.750000 Penalty: 5138.195801
	Iteration 31Q: 3 clusters Score -3801623 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -3801628.000000 Penalty: 5138.195801
	Iteration 32Q: 3 clusters Score -3801628 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3801629 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -3801624.500000 Penalty: 5138.195801
	Iteration 34Q: 3 clusters Score -3801624 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -3801632.750000 Penalty: 5138.195801
	Iteration 35Q: 3 clusters Score -3801633 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3801629 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -3801630.250000 Penalty: 5138.195801
	Iteration 37Q: 3 clusters Score -3801630 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -3801635.000000 Penalty: 5138.195801
	Iteration 38Q: 3 clusters Score -3801635 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3801634 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -3801637.250000 Penalty: 5138.195801
	Iteration 40F: 3 clusters Score -3801637 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -3801641.500000 Penalty: 5138.195801
	Iteration 41Q: 3 clusters Score -3801642 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3801630 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -3801645.000000 Penalty: 5138.195801
	Iteration 43Q: 3 clusters Score -3801645 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3801648 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -3801651.750000 Penalty: 5138.195801
	Iteration 45Q: 3 clusters Score -3801652 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3801658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3801657 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3801660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3801656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -3801651.000000 Penalty: 5138.195801
	Iteration 50Q: 3 clusters Score -3801651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -3801655.750000 Penalty: 5138.195801
	Iteration 51Q: 3 clusters Score -3801656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -3801660.750000 Penalty: 5138.195801
	Iteration 52Q: 3 clusters Score -3801661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3801662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -3801659.000000 Penalty: 5138.195801
	Iteration 54Q: 3 clusters Score -3801659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -3801667.250000 Penalty: 5138.195801
	Iteration 55Q: 3 clusters Score -3801667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -3801658.500000 Penalty: 5138.195801
	Iteration 56Q: 3 clusters Score -3801658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -3801662.500000 Penalty: 5138.195801
	Iteration 57Q: 3 clusters Score -3801662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -3801661.500000 Penalty: 5138.195801
	Iteration 58Q: 3 clusters Score -3801662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -3801663.000000 Penalty: 5138.195801
	Iteration 59Q: 3 clusters Score -3801663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -3801665.750000 Penalty: 5138.195801
	Iteration 60F: 3 clusters Score -3801666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -3801662.250000 Penalty: 5138.195801
	Iteration 61Q: 3 clusters Score -3801662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -3801656.500000 Penalty: 5138.195801
	Iteration 62Q: 3 clusters Score -3801656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3801661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -3801658.250000 Penalty: 5138.195801
	Iteration 64Q: 3 clusters Score -3801658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -3801658.250000 Penalty: 5138.195801
	Iteration 65Q: 3 clusters Score -3801658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -3801656.500000 Penalty: 5138.195801
	Iteration 66Q: 3 clusters Score -3801656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -3801659.750000 Penalty: 5138.195801
	Iteration 67Q: 3 clusters Score -3801660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -3801657.750000 Penalty: 5138.195801
	Iteration 68Q: 3 clusters Score -3801658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -3801666.000000 Penalty: 5138.195801
	Iteration 69Q: 3 clusters Score -3801666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -3801665.750000 Penalty: 5138.195801
	Iteration 70Q: 3 clusters Score -3801666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3801666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -3801673.000000 Penalty: 5138.195801
	Iteration 72Q: 3 clusters Score -3801673 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -3801669.750000 Penalty: 5138.195801
	Iteration 73Q: 3 clusters Score -3801670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3801671 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -3801672.500000 Penalty: 5138.195801
	Iteration 75Q: 3 clusters Score -3801672 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3801669 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -3801678.750000 Penalty: 5138.195801
	Iteration 77Q: 3 clusters Score -3801679 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -3801679.500000 Penalty: 5138.195801
	Iteration 78Q: 3 clusters Score -3801680 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -3801675.000000 Penalty: 5138.195801
	Iteration 79Q: 3 clusters Score -3801675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -3801673.500000 Penalty: 5138.195801
	Iteration 80F: 3 clusters Score -3801674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -3801675.250000 Penalty: 5138.195801
	Iteration 81Q: 3 clusters Score -3801675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3801678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -3801683.250000 Penalty: 5138.195801
	Iteration 83Q: 3 clusters Score -3801683 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -3801686.250000 Penalty: 5138.195801
	Iteration 84Q: 3 clusters Score -3801686 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3801684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -3801691.500000 Penalty: 5138.195801
	Iteration 86Q: 3 clusters Score -3801692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3801690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3801687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -3801693.500000 Penalty: 5138.195801
	Iteration 89Q: 3 clusters Score -3801694 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3801683 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3801688 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3801687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -3801681.500000 Penalty: 5138.195801
	Iteration 93Q: 3 clusters Score -3801682 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3801680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3801680 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3801678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3801682 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3801682 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
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	Iteration 99F: 3 clusters Score -3801682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (26826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Entering Unmasked Estep 
Score: -3243460.250000 Penalty: 2528.887451
	Iteration 0F: 2 clusters Score -3243460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -3224979.250000 Penalty: 5057.774902
	Iteration 0F: 3 clusters Score -3224979 nChanged 12027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -3231515.750000 Penalty: 5057.774902
	Iteration 1F: 3 clusters Score -3231516 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -3231984.250000 Penalty: 5057.774902
	Iteration 2Q: 3 clusters Score -3231984 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -3232462.250000 Penalty: 5057.774902
	Iteration 3Q: 3 clusters Score -3232462 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -3232982.500000 Penalty: 5057.774902
	Iteration 4Q: 3 clusters Score -3232982 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -3233566.750000 Penalty: 5057.774902
	Iteration 5Q: 3 clusters Score -3233567 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -3234199.000000 Penalty: 5057.774902
	Iteration 6Q: 3 clusters Score -3234199 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -3234942.250000 Penalty: 5057.774902
	Iteration 7Q: 3 clusters Score -3234942 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -3235699.000000 Penalty: 5057.774902
	Iteration 8Q: 3 clusters Score -3235699 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -3236452.250000 Penalty: 5057.774902
	Iteration 9Q: 3 clusters Score -3236452 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -3237083.250000 Penalty: 5057.774902
	Iteration 10Q: 3 clusters Score -3237083 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -3237559.750000 Penalty: 5057.774902
	Iteration 11Q: 3 clusters Score -3237560 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -3237914.750000 Penalty: 5057.774902
	Iteration 12Q: 3 clusters Score -3237915 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -3238155.500000 Penalty: 5057.774902
	Iteration 13Q: 3 clusters Score -3238156 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -3238281.750000 Penalty: 5057.774902
	Iteration 14Q: 3 clusters Score -3238282 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -3238394.750000 Penalty: 5057.774902
	Iteration 15Q: 3 clusters Score -3238395 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -3238468.000000 Penalty: 5057.774902
	Iteration 16Q: 3 clusters Score -3238468 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -3238568.500000 Penalty: 5057.774902
	Iteration 17Q: 3 clusters Score -3238568 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -3238624.750000 Penalty: 5057.774902
	Iteration 18Q: 3 clusters Score -3238625 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -3238716.750000 Penalty: 5057.774902
	Iteration 19Q: 3 clusters Score -3238717 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -3238803.250000 Penalty: 5057.774902
	Iteration 20F: 3 clusters Score -3238803 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -3238902.250000 Penalty: 5057.774902
	Iteration 21Q: 3 clusters Score -3238902 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -3238996.500000 Penalty: 5057.774902
	Iteration 22Q: 3 clusters Score -3238996 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -3239106.250000 Penalty: 5057.774902
	Iteration 23Q: 3 clusters Score -3239106 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -3239209.750000 Penalty: 5057.774902
	Iteration 24Q: 3 clusters Score -3239210 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -3239311.750000 Penalty: 5057.774902
	Iteration 25Q: 3 clusters Score -3239312 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -3239418.250000 Penalty: 5057.774902
	Iteration 26Q: 3 clusters Score -3239418 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -3239545.750000 Penalty: 5057.774902
	Iteration 27Q: 3 clusters Score -3239546 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -3239715.500000 Penalty: 5057.774902
	Iteration 28Q: 3 clusters Score -3239716 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -3239925.750000 Penalty: 5057.774902
	Iteration 29Q: 3 clusters Score -3239926 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -3240119.500000 Penalty: 5057.774902
	Iteration 30Q: 3 clusters Score -3240120 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -3240347.000000 Penalty: 5057.774902
	Iteration 31Q: 3 clusters Score -3240347 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -3240525.000000 Penalty: 5057.774902
	Iteration 32Q: 3 clusters Score -3240525 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -3240716.750000 Penalty: 5057.774902
	Iteration 33Q: 3 clusters Score -3240717 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -3240887.000000 Penalty: 5057.774902
	Iteration 34Q: 3 clusters Score -3240887 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -3241013.250000 Penalty: 5057.774902
	Iteration 35Q: 3 clusters Score -3241013 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -3241098.250000 Penalty: 5057.774902
	Iteration 36Q: 3 clusters Score -3241098 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -3241184.250000 Penalty: 5057.774902
	Iteration 37Q: 3 clusters Score -3241184 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -3241236.250000 Penalty: 5057.774902
	Iteration 38Q: 3 clusters Score -3241236 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -3241274.750000 Penalty: 5057.774902
	Iteration 39Q: 3 clusters Score -3241275 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -3241316.000000 Penalty: 5057.774902
	Iteration 40F: 3 clusters Score -3241316 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -3241349.250000 Penalty: 5057.774902
	Iteration 41Q: 3 clusters Score -3241349 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -3241368.000000 Penalty: 5057.774902
	Iteration 42Q: 3 clusters Score -3241368 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -3241380.500000 Penalty: 5057.774902
	Iteration 43Q: 3 clusters Score -3241380 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -3241393.750000 Penalty: 5057.774902
	Iteration 44Q: 3 clusters Score -3241394 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -3241397.500000 Penalty: 5057.774902
	Iteration 45Q: 3 clusters Score -3241398 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -3241412.250000 Penalty: 5057.774902
	Iteration 46Q: 3 clusters Score -3241412 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -3241429.500000 Penalty: 5057.774902
	Iteration 47Q: 3 clusters Score -3241430 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -3241430.750000 Penalty: 5057.774902
	Iteration 48Q: 3 clusters Score -3241431 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -3241438.000000 Penalty: 5057.774902
	Iteration 49Q: 3 clusters Score -3241438 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -3241445.250000 Penalty: 5057.774902
	Iteration 50Q: 3 clusters Score -3241445 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -3241454.500000 Penalty: 5057.774902
	Iteration 51Q: 3 clusters Score -3241454 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -3241460.500000 Penalty: 5057.774902
	Iteration 52Q: 3 clusters Score -3241460 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -3241467.500000 Penalty: 5057.774902
	Iteration 53Q: 3 clusters Score -3241468 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -3241473.250000 Penalty: 5057.774902
	Iteration 54Q: 3 clusters Score -3241473 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -3241484.250000 Penalty: 5057.774902
	Iteration 55Q: 3 clusters Score -3241484 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -3241495.250000 Penalty: 5057.774902
	Iteration 56Q: 3 clusters Score -3241495 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -3241493.500000 Penalty: 5057.774902
	Iteration 57Q: 3 clusters Score -3241494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -3241491.750000 Penalty: 5057.774902
	Iteration 58Q: 3 clusters Score -3241492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -3241492.250000 Penalty: 5057.774902
	Iteration 59Q: 3 clusters Score -3241492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -3241498.750000 Penalty: 5057.774902
	Iteration 60F: 3 clusters Score -3241499 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -3241506.500000 Penalty: 5057.774902
	Iteration 61Q: 3 clusters Score -3241506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -3241507.500000 Penalty: 5057.774902
	Iteration 62Q: 3 clusters Score -3241508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -3241511.250000 Penalty: 5057.774902
	Iteration 63Q: 3 clusters Score -3241511 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -3241520.750000 Penalty: 5057.774902
	Iteration 64Q: 3 clusters Score -3241521 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -3241532.000000 Penalty: 5057.774902
	Iteration 65Q: 3 clusters Score -3241532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -3241521.250000 Penalty: 5057.774902
	Iteration 66Q: 3 clusters Score -3241521 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -3241530.500000 Penalty: 5057.774902
	Iteration 67Q: 3 clusters Score -3241530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -3241536.250000 Penalty: 5057.774902
	Iteration 68Q: 3 clusters Score -3241536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -3241537.500000 Penalty: 5057.774902
	Iteration 69Q: 3 clusters Score -3241538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -3241538.750000 Penalty: 5057.774902
	Iteration 70Q: 3 clusters Score -3241539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -3241545.000000 Penalty: 5057.774902
	Iteration 71Q: 3 clusters Score -3241545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -3241550.500000 Penalty: 5057.774902
	Iteration 72Q: 3 clusters Score -3241550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -3241549.000000 Penalty: 5057.774902
	Iteration 73Q: 3 clusters Score -3241549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -3241550.250000 Penalty: 5057.774902
	Iteration 74Q: 3 clusters Score -3241550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -3241545.750000 Penalty: 5057.774902
	Iteration 75Q: 3 clusters Score -3241546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -3241546.750000 Penalty: 5057.774902
	Iteration 76Q: 3 clusters Score -3241547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -3241549.500000 Penalty: 5057.774902
	Iteration 77Q: 3 clusters Score -3241550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -3241551.000000 Penalty: 5057.774902
	Iteration 78Q: 3 clusters Score -3241551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -3241547.250000 Penalty: 5057.774902
	Iteration 79Q: 3 clusters Score -3241547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -3241551.250000 Penalty: 5057.774902
	Iteration 80F: 3 clusters Score -3241551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -3241552.250000 Penalty: 5057.774902
	Iteration 81Q: 3 clusters Score -3241552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -3241553.250000 Penalty: 5057.774902
	Iteration 82Q: 3 clusters Score -3241553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -3241552.750000 Penalty: 5057.774902
	Iteration 83Q: 3 clusters Score -3241553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -3241552.750000 Penalty: 5057.774902
	Iteration 84Q: 3 clusters Score -3241553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -3241550.750000 Penalty: 5057.774902
	Iteration 85Q: 3 clusters Score -3241551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -3241555.000000 Penalty: 5057.774902
	Iteration 86Q: 3 clusters Score -3241555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -3241559.000000 Penalty: 5057.774902
	Iteration 87Q: 3 clusters Score -3241559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -3241559.000000 Penalty: 5057.774902
	Iteration 88Q: 3 clusters Score -3241559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -3241560.500000 Penalty: 5057.774902
	Iteration 89Q: 3 clusters Score -3241560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -3241561.500000 Penalty: 5057.774902
	Iteration 90Q: 3 clusters Score -3241562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -3241555.750000 Penalty: 5057.774902
	Iteration 91Q: 3 clusters Score -3241556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -3241561.250000 Penalty: 5057.774902
	Iteration 92Q: 3 clusters Score -3241561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -3241560.500000 Penalty: 5057.774902
	Iteration 93Q: 3 clusters Score -3241560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -3241558.250000 Penalty: 5057.774902
	Iteration 94Q: 3 clusters Score -3241558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -3241556.500000 Penalty: 5057.774902
	Iteration 95Q: 3 clusters Score -3241556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -3241556.750000 Penalty: 5057.774902
	Iteration 96Q: 3 clusters Score -3241557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -3241561.250000 Penalty: 5057.774902
	Iteration 97Q: 3 clusters Score -3241561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -3241562.750000 Penalty: 5057.774902
	Iteration 98Q: 3 clusters Score -3241563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -3241562.750000 Penalty: 5057.774902
	Iteration 99Q: 3 clusters Score -3241563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -3241562.750000 Penalty: 5057.774902
	Iteration 100F: 3 clusters Score -3241563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (195607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195607 members 
Entering Unmasked Estep 
Score: -23303428.000000 Penalty: 3021.597900
	Iteration 0F: 2 clusters Score -2.330343e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97481 members 
Mstep: Class 2 contains 98126 members 
Entering Unmasked Estep 
Score: -23172202.000000 Penalty: 6043.195801
	Iteration 0F: 3 clusters Score -2.31722e+07 nChanged 94231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91752 members 
Mstep: Class 2 contains 103855 members 
Entering Unmasked Estep 
Score: -23227466.000000 Penalty: 6043.195801
	Iteration 1F: 3 clusters Score -2.322747e+07 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87832 members 
Mstep: Class 2 contains 107775 members 
Entering Unmasked Estep 
Score: -23229014.000000 Penalty: 6043.195801
	Iteration 2Q: 3 clusters Score -2.322901e+07 nChanged 8156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81614 members 
Mstep: Class 2 contains 113993 members 
Entering Unmasked Estep 
Score: -23231958.000000 Penalty: 6043.195801
	Iteration 3Q: 3 clusters Score -2.323196e+07 nChanged 10518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72414 members 
Mstep: Class 2 contains 123193 members 
Entering Unmasked Estep 
Score: -23237464.000000 Penalty: 6043.195801
	Iteration 4F: 3 clusters Score -2.323746e+07 nChanged 13617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59657 members 
Mstep: Class 2 contains 135950 members 
Entering Unmasked Estep 
Score: -23246248.000000 Penalty: 6043.195801
	Iteration 5F: 3 clusters Score -2.324625e+07 nChanged 16270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43835 members 
Mstep: Class 2 contains 151772 members 
Entering Unmasked Estep 
Score: -23259238.000000 Penalty: 6043.195801
	Iteration 6F: 3 clusters Score -2.325924e+07 nChanged 16318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 167946 members 
Entering Unmasked Estep 
Score: -23274402.000000 Penalty: 6043.195801
	Iteration 7F: 3 clusters Score -2.32744e+07 nChanged 13175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 181099 members 
Entering Unmasked Estep 
Score: -23287390.000000 Penalty: 6043.195801
	Iteration 8F: 3 clusters Score -2.328739e+07 nChanged 8292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 189385 members 
Entering Unmasked Estep 
Score: -23295398.000000 Penalty: 6043.195801
	Iteration 9Q: 3 clusters Score -2.32954e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 193150 members 
Entering Unmasked Estep 
Score: -23298710.000000 Penalty: 6043.195801
	Iteration 10Q: 3 clusters Score -2.329871e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 194561 members 
Entering Unmasked Estep 
Score: -23299938.000000 Penalty: 6043.195801
	Iteration 11Q: 3 clusters Score -2.329994e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 195012 members 
Entering Unmasked Estep 
Score: -23300398.000000 Penalty: 6043.195801
	Iteration 12Q: 3 clusters Score -2.33004e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 195157 members 
Entering Unmasked Estep 
Score: -23300602.000000 Penalty: 6043.195801
	Iteration 13Q: 3 clusters Score -2.33006e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 195216 members 
Entering Unmasked Estep 
Score: -23300662.000000 Penalty: 6043.195801
	Iteration 14Q: 3 clusters Score -2.330066e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 195250 members 
Entering Unmasked Estep 
Score: -23300738.000000 Penalty: 6043.195801
	Iteration 15Q: 3 clusters Score -2.330074e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 195270 members 
Entering Unmasked Estep 
Score: -23300772.000000 Penalty: 6043.195801
	Iteration 16Q: 3 clusters Score -2.330077e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 195278 members 
Entering Unmasked Estep 
Score: -23300782.000000 Penalty: 6043.195801
	Iteration 17Q: 3 clusters Score -2.330078e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 195283 members 
Entering Unmasked Estep 
Score: -23300814.000000 Penalty: 6043.195801
	Iteration 18Q: 3 clusters Score -2.330081e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 195289 members 
Entering Unmasked Estep 
Score: -23300806.000000 Penalty: 6043.195801
	Iteration 19Q: 3 clusters Score -2.330081e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 195291 members 
Entering Unmasked Estep 
Score: -23300818.000000 Penalty: 6043.195801
	Iteration 20F: 3 clusters Score -2.330082e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 195293 members 
Entering Unmasked Estep 
Score: -23300826.000000 Penalty: 6043.195801
	Iteration 21Q: 3 clusters Score -2.330083e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 195295 members 
Entering Unmasked Estep 
Score: -23300826.000000 Penalty: 6043.195801
	Iteration 22Q: 3 clusters Score -2.330083e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 195295 members 
Entering Unmasked Estep 
Score: -23300826.000000 Penalty: 6043.195801
	Iteration 23F: 3 clusters Score -2.330083e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -841627.625000 Penalty: 2192.463867
	Iteration 0F: 2 clusters Score -841627.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -835964.687500 Penalty: 4384.927734
	Iteration 0F: 3 clusters Score -835964.7 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -837939.312500 Penalty: 4384.927734
	Iteration 1F: 3 clusters Score -837939.3 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -838691.375000 Penalty: 4384.927734
	Iteration 2F: 3 clusters Score -838691.4 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -839365.937500 Penalty: 4384.927734
	Iteration 3F: 3 clusters Score -839365.9 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -839867.250000 Penalty: 4384.927734
	Iteration 4F: 3 clusters Score -839867.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -840206.187500 Penalty: 4384.927734
	Iteration 5F: 3 clusters Score -840206.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -840454.937500 Penalty: 4384.927734
	Iteration 6Q: 3 clusters Score -840454.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -840624.812500 Penalty: 4384.927734
	Iteration 7Q: 3 clusters Score -840624.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -840743.375000 Penalty: 4384.927734
	Iteration 8Q: 3 clusters Score -840743.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -840835.125000 Penalty: 4384.927734
	Iteration 9Q: 3 clusters Score -840835.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -840884.000000 Penalty: 4384.927734
	Iteration 10Q: 3 clusters Score -840884 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -840919.937500 Penalty: 4384.927734
	Iteration 11Q: 3 clusters Score -840919.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -840949.250000 Penalty: 4384.927734
	Iteration 12Q: 3 clusters Score -840949.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -840973.562500 Penalty: 4384.927734
	Iteration 13Q: 3 clusters Score -840973.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -840992.062500 Penalty: 4384.927734
	Iteration 14Q: 3 clusters Score -840992.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -841007.625000 Penalty: 4384.927734
	Iteration 15Q: 3 clusters Score -841007.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -841020.937500 Penalty: 4384.927734
	Iteration 16Q: 3 clusters Score -841020.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -841031.625000 Penalty: 4384.927734
	Iteration 17Q: 3 clusters Score -841031.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -841044.937500 Penalty: 4384.927734
	Iteration 18Q: 3 clusters Score -841044.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -841052.375000 Penalty: 4384.927734
	Iteration 19Q: 3 clusters Score -841052.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -841057.125000 Penalty: 4384.927734
	Iteration 20F: 3 clusters Score -841057.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -841061.000000 Penalty: 4384.927734
	Iteration 21Q: 3 clusters Score -841061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -841060.812500 Penalty: 4384.927734
	Iteration 22Q: 3 clusters Score -841060.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -841063.562500 Penalty: 4384.927734
	Iteration 23Q: 3 clusters Score -841063.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -841065.750000 Penalty: 4384.927734
	Iteration 24Q: 3 clusters Score -841065.8 nChanged 6
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: -841071.000000 Penalty: 4384.927734
	Iteration 25Q: 3 clusters Score -841071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -841073.437500 Penalty: 4384.927734
	Iteration 26Q: 3 clusters Score -841073.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -841073.437500 Penalty: 4384.927734
	Iteration 27F: 3 clusters Score -841073.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (38352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38352 members 
Entering Unmasked Estep 
Score: -4553271.000000 Penalty: 2617.531250
	Iteration 0F: 2 clusters Score -4553271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -4527086.500000 Penalty: 5235.062500
	Iteration 0F: 3 clusters Score -4527086 nChanged 17564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -4536819.000000 Penalty: 5235.062500
	Iteration 1F: 3 clusters Score -4536819 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -4537531.000000 Penalty: 5235.062500
	Iteration 2F: 3 clusters Score -4537531 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -4538413.500000 Penalty: 5235.062500
	Iteration 3F: 3 clusters Score -4538414 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -4539686.500000 Penalty: 5235.062500
	Iteration 4F: 3 clusters Score -4539686 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -4541507.500000 Penalty: 5235.062500
	Iteration 5F: 3 clusters Score -4541508 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -4543894.000000 Penalty: 5235.062500
	Iteration 6F: 3 clusters Score -4543894 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31740 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -4546293.500000 Penalty: 5235.062500
	Iteration 7F: 3 clusters Score -4546294 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -4548214.000000 Penalty: 5235.062500
	Iteration 8F: 3 clusters Score -4548214 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34830 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -4549382.000000 Penalty: 5235.062500
	Iteration 9Q: 3 clusters Score -4549382 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35609 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -4550099.500000 Penalty: 5235.062500
	Iteration 10Q: 3 clusters Score -4550100 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36113 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -4550520.500000 Penalty: 5235.062500
	Iteration 11Q: 3 clusters Score -4550520 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36441 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -4550777.000000 Penalty: 5235.062500
	Iteration 12Q: 3 clusters Score -4550777 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36665 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -4550925.000000 Penalty: 5235.062500
	Iteration 13Q: 3 clusters Score -4550925 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36819 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -4551029.000000 Penalty: 5235.062500
	Iteration 14Q: 3 clusters Score -4551029 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36924 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4551094.500000 Penalty: 5235.062500
	Iteration 15Q: 3 clusters Score -4551094 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -4551137.500000 Penalty: 5235.062500
	Iteration 16Q: 3 clusters Score -4551138 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -4551183.500000 Penalty: 5235.062500
	Iteration 17Q: 3 clusters Score -4551184 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37107 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -4551201.000000 Penalty: 5235.062500
	Iteration 18Q: 3 clusters Score -4551201 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37136 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -4551216.500000 Penalty: 5235.062500
	Iteration 19Q: 3 clusters Score -4551216 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37152 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -4551227.500000 Penalty: 5235.062500
	Iteration 20F: 3 clusters Score -4551228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37160 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -4551231.000000 Penalty: 5235.062500
	Iteration 21Q: 3 clusters Score -4551231 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -4551231.000000 Penalty: 5235.062500
	Iteration 22Q: 3 clusters Score -4551231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37179 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -4551237.500000 Penalty: 5235.062500
	Iteration 23Q: 3 clusters Score -4551238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37181 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -4551238.500000 Penalty: 5235.062500
	Iteration 24Q: 3 clusters Score -4551238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37183 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -4551236.000000 Penalty: 5235.062500
	Iteration 25Q: 3 clusters Score -4551236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37186 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -4551232.000000 Penalty: 5235.062500
	Iteration 26Q: 3 clusters Score -4551232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37188 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -4551232.000000 Penalty: 5235.062500
	Iteration 27Q: 3 clusters Score -4551232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37190 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4551232.500000 Penalty: 5235.062500
	Iteration 28Q: 3 clusters Score -4551232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37190 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4551232.500000 Penalty: 5235.062500
	Iteration 29F: 3 clusters Score -4551232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Entering Unmasked Estep 
Score: -1026275.375000 Penalty: 2257.234619
	Iteration 0F: 2 clusters Score -1026275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1019249.500000 Penalty: 4514.469238
	Iteration 0F: 3 clusters Score -1019250 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1021432.250000 Penalty: 4514.469238
	Iteration 1F: 3 clusters Score -1021432 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1021947.687500 Penalty: 4514.469238
	Iteration 2F: 3 clusters Score -1021948 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1022427.187500 Penalty: 4514.469238
	Iteration 3F: 3 clusters Score -1022427 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1022887.250000 Penalty: 4514.469238
	Iteration 4F: 3 clusters Score -1022887 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1023284.500000 Penalty: 4514.469238
	Iteration 5F: 3 clusters Score -1023284 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1023673.500000 Penalty: 4514.469238
	Iteration 6F: 3 clusters Score -1023674 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1024010.812500 Penalty: 4514.469238
	Iteration 7Q: 3 clusters Score -1024011 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1024322.250000 Penalty: 4514.469238
	Iteration 8Q: 3 clusters Score -1024322 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1024578.062500 Penalty: 4514.469238
	Iteration 9Q: 3 clusters Score -1024578 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1024766.000000 Penalty: 4514.469238
	Iteration 10Q: 3 clusters Score -1024766 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1024895.000000 Penalty: 4514.469238
	Iteration 11Q: 3 clusters Score -1024895 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1024977.250000 Penalty: 4514.469238
	Iteration 12Q: 3 clusters Score -1024977 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1025051.437500 Penalty: 4514.469238
	Iteration 13Q: 3 clusters Score -1025051 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1025109.562500 Penalty: 4514.469238
	Iteration 14Q: 3 clusters Score -1025110 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1025145.562500 Penalty: 4514.469238
	Iteration 15Q: 3 clusters Score -1025146 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1025168.312500 Penalty: 4514.469238
	Iteration 16Q: 3 clusters Score -1025168 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1025193.562500 Penalty: 4514.469238
	Iteration 17Q: 3 clusters Score -1025194 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1025208.750000 Penalty: 4514.469238
	Iteration 18Q: 3 clusters Score -1025209 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1025217.125000 Penalty: 4514.469238
	Iteration 19Q: 3 clusters Score -1025217 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1025225.875000 Penalty: 4514.469238
	Iteration 20F: 3 clusters Score -1025226 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1025235.687500 Penalty: 4514.469238
	Iteration 21Q: 3 clusters Score -1025236 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1025244.812500 Penalty: 4514.469238
	Iteration 22Q: 3 clusters Score -1025245 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1025248.875000 Penalty: 4514.469238
	Iteration 23Q: 3 clusters Score -1025249 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1025259.187500 Penalty: 4514.469238
	Iteration 24Q: 3 clusters Score -1025259 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1025262.312500 Penalty: 4514.469238
	Iteration 25Q: 3 clusters Score -1025262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1025265.250000 Penalty: 4514.469238
	Iteration 26Q: 3 clusters Score -1025265 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1025269.000000 Penalty: 4514.469238
	Iteration 27Q: 3 clusters Score -1025269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1025272.562500 Penalty: 4514.469238
	Iteration 28Q: 3 clusters Score -1025273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1025273.500000 Penalty: 4514.469238
	Iteration 29Q: 3 clusters Score -1025274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1025276.000000 Penalty: 4514.469238
	Iteration 30Q: 3 clusters Score -1025276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1025278.187500 Penalty: 4514.469238
	Iteration 31Q: 3 clusters Score -1025278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1025279.312500 Penalty: 4514.469238
	Iteration 32Q: 3 clusters Score -1025279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1025281.750000 Penalty: 4514.469238
	Iteration 33Q: 3 clusters Score -1025282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1025283.187500 Penalty: 4514.469238
	Iteration 34Q: 3 clusters Score -1025283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1025283.687500 Penalty: 4514.469238
	Iteration 35Q: 3 clusters Score -1025284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1025286.500000 Penalty: 4514.469238
	Iteration 36Q: 3 clusters Score -1025286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1025284.937500 Penalty: 4514.469238
	Iteration 37Q: 3 clusters Score -1025285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1025285.687500 Penalty: 4514.469238
	Iteration 38Q: 3 clusters Score -1025286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1025289.000000 Penalty: 4514.469238
	Iteration 39Q: 3 clusters Score -1025289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1025288.125000 Penalty: 4514.469238
	Iteration 40F: 3 clusters Score -1025288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Entering Unmasked Estep 
Score: -1215515.250000 Penalty: 2298.591553
	Iteration 0F: 2 clusters Score -1215515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1207464.000000 Penalty: 4597.183105
	Iteration 0F: 3 clusters Score -1207464 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1209888.500000 Penalty: 4597.183105
	Iteration 1F: 3 clusters Score -1209888 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1210264.875000 Penalty: 4597.183105
	Iteration 2F: 3 clusters Score -1210265 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1210621.000000 Penalty: 4597.183105
	Iteration 3F: 3 clusters Score -1210621 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1210952.250000 Penalty: 4597.183105
	Iteration 4F: 3 clusters Score -1210952 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1211325.625000 Penalty: 4597.183105
	Iteration 5Q: 3 clusters Score -1211326 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1211767.250000 Penalty: 4597.183105
	Iteration 6Q: 3 clusters Score -1211767 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1212187.000000 Penalty: 4597.183105
	Iteration 7F: 3 clusters Score -1212187 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1212574.750000 Penalty: 4597.183105
	Iteration 8F: 3 clusters Score -1212575 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1212939.500000 Penalty: 4597.183105
	Iteration 9Q: 3 clusters Score -1212940 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1213262.375000 Penalty: 4597.183105
	Iteration 10Q: 3 clusters Score -1213262 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1213501.000000 Penalty: 4597.183105
	Iteration 11Q: 3 clusters Score -1213501 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1213707.750000 Penalty: 4597.183105
	Iteration 12Q: 3 clusters Score -1213708 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1213889.125000 Penalty: 4597.183105
	Iteration 13Q: 3 clusters Score -1213889 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1214049.625000 Penalty: 4597.183105
	Iteration 14Q: 3 clusters Score -1214050 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1214174.375000 Penalty: 4597.183105
	Iteration 15Q: 3 clusters Score -1214174 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1214255.250000 Penalty: 4597.183105
	Iteration 16Q: 3 clusters Score -1214255 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1214319.250000 Penalty: 4597.183105
	Iteration 17Q: 3 clusters Score -1214319 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1214359.000000 Penalty: 4597.183105
	Iteration 18Q: 3 clusters Score -1214359 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1214402.000000 Penalty: 4597.183105
	Iteration 19Q: 3 clusters Score -1214402 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1214440.250000 Penalty: 4597.183105
	Iteration 20F: 3 clusters Score -1214440 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1214470.875000 Penalty: 4597.183105
	Iteration 21Q: 3 clusters Score -1214471 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1214495.875000 Penalty: 4597.183105
	Iteration 22Q: 3 clusters Score -1214496 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1214516.000000 Penalty: 4597.183105
	Iteration 23Q: 3 clusters Score -1214516 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1214535.375000 Penalty: 4597.183105
	Iteration 24Q: 3 clusters Score -1214535 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1214554.625000 Penalty: 4597.183105
	Iteration 25Q: 3 clusters Score -1214555 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1214559.750000 Penalty: 4597.183105
	Iteration 26Q: 3 clusters Score -1214560 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1214575.000000 Penalty: 4597.183105
	Iteration 27Q: 3 clusters Score -1214575 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1214580.375000 Penalty: 4597.183105
	Iteration 28Q: 3 clusters Score -1214580 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1214584.875000 Penalty: 4597.183105
	Iteration 29Q: 3 clusters Score -1214585 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1214587.500000 Penalty: 4597.183105
	Iteration 30Q: 3 clusters Score -1214588 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1214592.875000 Penalty: 4597.183105
	Iteration 31Q: 3 clusters Score -1214593 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1214596.750000 Penalty: 4597.183105
	Iteration 32Q: 3 clusters Score -1214597 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1214601.500000 Penalty: 4597.183105
	Iteration 33Q: 3 clusters Score -1214602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1214601.500000 Penalty: 4597.183105
	Iteration 34Q: 3 clusters Score -1214602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1214602.500000 Penalty: 4597.183105
	Iteration 35Q: 3 clusters Score -1214602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1214607.875000 Penalty: 4597.183105
	Iteration 36Q: 3 clusters Score -1214608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1214609.625000 Penalty: 4597.183105
	Iteration 37Q: 3 clusters Score -1214610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1214609.250000 Penalty: 4597.183105
	Iteration 38Q: 3 clusters Score -1214609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1214607.750000 Penalty: 4597.183105
	Iteration 39Q: 3 clusters Score -1214608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1214611.000000 Penalty: 4597.183105
	Iteration 40F: 3 clusters Score -1214611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1214613.250000 Penalty: 4597.183105
	Iteration 41Q: 3 clusters Score -1214613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1214611.625000 Penalty: 4597.183105
	Iteration 42Q: 3 clusters Score -1214612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1214613.500000 Penalty: 4597.183105
	Iteration 43Q: 3 clusters Score -1214614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1214615.000000 Penalty: 4597.183105
	Iteration 44Q: 3 clusters Score -1214615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1214615.000000 Penalty: 4597.183105
	Iteration 45F: 3 clusters Score -1214615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Entering Unmasked Estep 
Score: -905083.812500 Penalty: 2229.968994
	Iteration 0F: 2 clusters Score -905083.8 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 4061 members 
Entering Unmasked Estep 
Score: -898658.625000 Penalty: 4459.937988
	Iteration 0F: 3 clusters Score -898658.6 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -900618.625000 Penalty: 4459.937988
	Iteration 1F: 3 clusters Score -900618.6 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -901196.000000 Penalty: 4459.937988
	Iteration 2F: 3 clusters Score -901196 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -901770.250000 Penalty: 4459.937988
	Iteration 3F: 3 clusters Score -901770.2 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -902264.625000 Penalty: 4459.937988
	Iteration 4F: 3 clusters Score -902264.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -902566.437500 Penalty: 4459.937988
	Iteration 5F: 3 clusters Score -902566.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -902752.812500 Penalty: 4459.937988
	Iteration 6Q: 3 clusters Score -902752.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -902867.812500 Penalty: 4459.937988
	Iteration 7Q: 3 clusters Score -902867.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -902955.125000 Penalty: 4459.937988
	Iteration 8Q: 3 clusters Score -902955.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -903026.187500 Penalty: 4459.937988
	Iteration 9Q: 3 clusters Score -903026.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -903068.000000 Penalty: 4459.937988
	Iteration 10Q: 3 clusters Score -903068 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -903103.250000 Penalty: 4459.937988
	Iteration 11Q: 3 clusters Score -903103.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -903128.125000 Penalty: 4459.937988
	Iteration 12Q: 3 clusters Score -903128.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -903148.437500 Penalty: 4459.937988
	Iteration 13Q: 3 clusters Score -903148.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -903158.750000 Penalty: 4459.937988
	Iteration 14Q: 3 clusters Score -903158.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -903167.750000 Penalty: 4459.937988
	Iteration 15Q: 3 clusters Score -903167.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -903172.687500 Penalty: 4459.937988
	Iteration 16Q: 3 clusters Score -903172.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -903182.062500 Penalty: 4459.937988
	Iteration 17Q: 3 clusters Score -903182.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -903188.062500 Penalty: 4459.937988
	Iteration 18Q: 3 clusters Score -903188.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -903191.312500 Penalty: 4459.937988
	Iteration 19Q: 3 clusters Score -903191.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -903193.875000 Penalty: 4459.937988
	Iteration 20F: 3 clusters Score -903193.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -903201.125000 Penalty: 4459.937988
	Iteration 21Q: 3 clusters Score -903201.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -903205.500000 Penalty: 4459.937988
	Iteration 22Q: 3 clusters Score -903205.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -903211.875000 Penalty: 4459.937988
	Iteration 23Q: 3 clusters Score -903211.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -903215.875000 Penalty: 4459.937988
	Iteration 24Q: 3 clusters Score -903215.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -903216.750000 Penalty: 4459.937988
	Iteration 25Q: 3 clusters Score -903216.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -903215.812500 Penalty: 4459.937988
	Iteration 26Q: 3 clusters Score -903215.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -903218.812500 Penalty: 4459.937988
	Iteration 27Q: 3 clusters Score -903218.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -903220.687500 Penalty: 4459.937988
	Iteration 28Q: 3 clusters Score -903220.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -903218.000000 Penalty: 4459.937988
	Iteration 29Q: 3 clusters Score -903218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -903219.687500 Penalty: 4459.937988
	Iteration 30Q: 3 clusters Score -903219.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -903221.062500 Penalty: 4459.937988
	Iteration 31Q: 3 clusters Score -903221.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -903222.312500 Penalty: 4459.937988
	Iteration 32Q: 3 clusters Score -903222.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -903222.625000 Penalty: 4459.937988
	Iteration 33Q: 3 clusters Score -903222.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -903223.437500 Penalty: 4459.937988
	Iteration 34Q: 3 clusters Score -903223.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -903223.750000 Penalty: 4459.937988
	Iteration 35Q: 3 clusters Score -903223.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -903224.250000 Penalty: 4459.937988
	Iteration 36Q: 3 clusters Score -903224.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -903222.312500 Penalty: 4459.937988
	Iteration 37Q: 3 clusters Score -903222.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -903224.000000 Penalty: 4459.937988
	Iteration 38Q: 3 clusters Score -903224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -903223.062500 Penalty: 4459.937988
	Iteration 39Q: 3 clusters Score -903223.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -903223.062500 Penalty: 4459.937988
	Iteration 40F: 3 clusters Score -903223.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Entering Unmasked Estep 
Score: -938278.687500 Penalty: 2241.131348
	Iteration 0F: 2 clusters Score -938278.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -931829.375000 Penalty: 4482.262695
	Iteration 0F: 3 clusters Score -931829.4 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -933761.937500 Penalty: 4482.262695
	Iteration 1F: 3 clusters Score -933761.9 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -934206.750000 Penalty: 4482.262695
	Iteration 2F: 3 clusters Score -934206.8 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -934588.875000 Penalty: 4482.262695
	Iteration 3F: 3 clusters Score -934588.9 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -934977.250000 Penalty: 4482.262695
	Iteration 4F: 3 clusters Score -934977.2 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -935413.125000 Penalty: 4482.262695
	Iteration 5F: 3 clusters Score -935413.1 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -935884.375000 Penalty: 4482.262695
	Iteration 6F: 3 clusters Score -935884.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -936378.562500 Penalty: 4482.262695
	Iteration 7F: 3 clusters Score -936378.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -936760.562500 Penalty: 4482.262695
	Iteration 8F: 3 clusters Score -936760.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -937066.375000 Penalty: 4482.262695
	Iteration 9Q: 3 clusters Score -937066.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -937288.125000 Penalty: 4482.262695
	Iteration 10Q: 3 clusters Score -937288.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -937428.625000 Penalty: 4482.262695
	Iteration 11Q: 3 clusters Score -937428.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -937568.250000 Penalty: 4482.262695
	Iteration 12Q: 3 clusters Score -937568.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -937701.375000 Penalty: 4482.262695
	Iteration 13Q: 3 clusters Score -937701.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -937830.812500 Penalty: 4482.262695
	Iteration 14Q: 3 clusters Score -937830.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -937912.937500 Penalty: 4482.262695
	Iteration 15Q: 3 clusters Score -937912.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -937981.125000 Penalty: 4482.262695
	Iteration 16Q: 3 clusters Score -937981.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -938028.437500 Penalty: 4482.262695
	Iteration 17Q: 3 clusters Score -938028.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -938083.500000 Penalty: 4482.262695
	Iteration 18Q: 3 clusters Score -938083.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -938116.500000 Penalty: 4482.262695
	Iteration 19Q: 3 clusters Score -938116.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -938134.437500 Penalty: 4482.262695
	Iteration 20F: 3 clusters Score -938134.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -938146.812500 Penalty: 4482.262695
	Iteration 21Q: 3 clusters Score -938146.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -938154.187500 Penalty: 4482.262695
	Iteration 22Q: 3 clusters Score -938154.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -938162.250000 Penalty: 4482.262695
	Iteration 23Q: 3 clusters Score -938162.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -938165.875000 Penalty: 4482.262695
	Iteration 24Q: 3 clusters Score -938165.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -938172.812500 Penalty: 4482.262695
	Iteration 25Q: 3 clusters Score -938172.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -938173.875000 Penalty: 4482.262695
	Iteration 26Q: 3 clusters Score -938173.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -938177.625000 Penalty: 4482.262695
	Iteration 27Q: 3 clusters Score -938177.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -938177.750000 Penalty: 4482.262695
	Iteration 28Q: 3 clusters Score -938177.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -938180.812500 Penalty: 4482.262695
	Iteration 29Q: 3 clusters Score -938180.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -938184.375000 Penalty: 4482.262695
	Iteration 30Q: 3 clusters Score -938184.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -938185.812500 Penalty: 4482.262695
	Iteration 31Q: 3 clusters Score -938185.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -938188.500000 Penalty: 4482.262695
	Iteration 32Q: 3 clusters Score -938188.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -938189.562500 Penalty: 4482.262695
	Iteration 33Q: 3 clusters Score -938189.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -938188.437500 Penalty: 4482.262695
	Iteration 34Q: 3 clusters Score -938188.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -938189.812500 Penalty: 4482.262695
	Iteration 35Q: 3 clusters Score -938189.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -938191.562500 Penalty: 4482.262695
	Iteration 36Q: 3 clusters Score -938191.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -938191.625000 Penalty: 4482.262695
	Iteration 37Q: 3 clusters Score -938191.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -938191.750000 Penalty: 4482.262695
	Iteration 38Q: 3 clusters Score -938191.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -938191.312500 Penalty: 4482.262695
	Iteration 39Q: 3 clusters Score -938191.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -938191.812500 Penalty: 4482.262695
	Iteration 40F: 3 clusters Score -938191.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Entering Unmasked Estep 
Score: -1202820.250000 Penalty: 2297.606934
	Iteration 0F: 2 clusters Score -1202820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1194917.250000 Penalty: 4595.213867
	Iteration 0F: 3 clusters Score -1194917 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1197320.625000 Penalty: 4595.213867
	Iteration 1F: 3 clusters Score -1197321 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1197774.875000 Penalty: 4595.213867
	Iteration 2F: 3 clusters Score -1197775 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1198161.125000 Penalty: 4595.213867
	Iteration 3F: 3 clusters Score -1198161 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1198524.375000 Penalty: 4595.213867
	Iteration 4F: 3 clusters Score -1198524 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1198843.250000 Penalty: 4595.213867
	Iteration 5F: 3 clusters Score -1198843 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1199123.625000 Penalty: 4595.213867
	Iteration 6Q: 3 clusters Score -1199124 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1199368.000000 Penalty: 4595.213867
	Iteration 7Q: 3 clusters Score -1199368 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1199588.500000 Penalty: 4595.213867
	Iteration 8Q: 3 clusters Score -1199588 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1199777.375000 Penalty: 4595.213867
	Iteration 9Q: 3 clusters Score -1199777 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1199908.500000 Penalty: 4595.213867
	Iteration 10Q: 3 clusters Score -1199908 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1200049.375000 Penalty: 4595.213867
	Iteration 11Q: 3 clusters Score -1200049 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1200166.375000 Penalty: 4595.213867
	Iteration 12Q: 3 clusters Score -1200166 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1200278.000000 Penalty: 4595.213867
	Iteration 13Q: 3 clusters Score -1200278 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1200372.625000 Penalty: 4595.213867
	Iteration 14Q: 3 clusters Score -1200373 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1200465.625000 Penalty: 4595.213867
	Iteration 15Q: 3 clusters Score -1200466 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1200555.500000 Penalty: 4595.213867
	Iteration 16Q: 3 clusters Score -1200556 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1200635.875000 Penalty: 4595.213867
	Iteration 17Q: 3 clusters Score -1200636 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1200707.375000 Penalty: 4595.213867
	Iteration 18Q: 3 clusters Score -1200707 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1200798.125000 Penalty: 4595.213867
	Iteration 19Q: 3 clusters Score -1200798 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1200858.625000 Penalty: 4595.213867
	Iteration 20F: 3 clusters Score -1200859 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1200907.125000 Penalty: 4595.213867
	Iteration 21Q: 3 clusters Score -1200907 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1200949.875000 Penalty: 4595.213867
	Iteration 22Q: 3 clusters Score -1200950 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1200995.375000 Penalty: 4595.213867
	Iteration 23Q: 3 clusters Score -1200995 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1201036.000000 Penalty: 4595.213867
	Iteration 24Q: 3 clusters Score -1201036 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1201080.375000 Penalty: 4595.213867
	Iteration 25Q: 3 clusters Score -1201080 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1201122.250000 Penalty: 4595.213867
	Iteration 26Q: 3 clusters Score -1201122 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1201150.250000 Penalty: 4595.213867
	Iteration 27Q: 3 clusters Score -1201150 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1201173.375000 Penalty: 4595.213867
	Iteration 28Q: 3 clusters Score -1201173 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1201203.500000 Penalty: 4595.213867
	Iteration 29Q: 3 clusters Score -1201204 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1201219.500000 Penalty: 4595.213867
	Iteration 30Q: 3 clusters Score -1201220 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1201243.125000 Penalty: 4595.213867
	Iteration 31Q: 3 clusters Score -1201243 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1201263.875000 Penalty: 4595.213867
	Iteration 32Q: 3 clusters Score -1201264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1201270.875000 Penalty: 4595.213867
	Iteration 33Q: 3 clusters Score -1201271 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1201277.125000 Penalty: 4595.213867
	Iteration 34Q: 3 clusters Score -1201277 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1201284.875000 Penalty: 4595.213867
	Iteration 35Q: 3 clusters Score -1201285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1201292.000000 Penalty: 4595.213867
	Iteration 36Q: 3 clusters Score -1201292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1201296.625000 Penalty: 4595.213867
	Iteration 37Q: 3 clusters Score -1201297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1201296.750000 Penalty: 4595.213867
	Iteration 38Q: 3 clusters Score -1201297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1201299.750000 Penalty: 4595.213867
	Iteration 39Q: 3 clusters Score -1201300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1201303.750000 Penalty: 4595.213867
	Iteration 40F: 3 clusters Score -1201304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1201307.500000 Penalty: 4595.213867
	Iteration 41Q: 3 clusters Score -1201308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1201308.875000 Penalty: 4595.213867
	Iteration 42Q: 3 clusters Score -1201309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1201314.750000 Penalty: 4595.213867
	Iteration 43Q: 3 clusters Score -1201315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1201316.875000 Penalty: 4595.213867
	Iteration 44Q: 3 clusters Score -1201317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1201318.125000 Penalty: 4595.213867
	Iteration 45Q: 3 clusters Score -1201318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1201315.625000 Penalty: 4595.213867
	Iteration 46Q: 3 clusters Score -1201316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1201315.500000 Penalty: 4595.213867
	Iteration 47Q: 3 clusters Score -1201316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1201317.750000 Penalty: 4595.213867
	Iteration 48Q: 3 clusters Score -1201318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1201318.000000 Penalty: 4595.213867
	Iteration 49Q: 3 clusters Score -1201318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1201317.625000 Penalty: 4595.213867
	Iteration 50Q: 3 clusters Score -1201318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1201317.000000 Penalty: 4595.213867
	Iteration 51Q: 3 clusters Score -1201317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1201318.625000 Penalty: 4595.213867
	Iteration 52Q: 3 clusters Score -1201319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1201321.125000 Penalty: 4595.213867
	Iteration 53Q: 3 clusters Score -1201321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1201321.125000 Penalty: 4595.213867
	Iteration 54F: 3 clusters Score -1201321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (69828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69828 members 
Entering Unmasked Estep 
Score: -8502951.000000 Penalty: 2766.140137
	Iteration 0F: 2 clusters Score -8502951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 34948 members 
Entering Unmasked Estep 
Score: -8456238.000000 Penalty: 5532.280273
	Iteration 0F: 3 clusters Score -8456238 nChanged 32439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 35951 members 
Entering Unmasked Estep 
Score: -8474533.000000 Penalty: 5532.280273
	Iteration 1F: 3 clusters Score -8474533 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 36557 members 
Entering Unmasked Estep 
Score: -8475078.000000 Penalty: 5532.280273
	Iteration 2Q: 3 clusters Score -8475078 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32307 members 
Mstep: Class 2 contains 37521 members 
Entering Unmasked Estep 
Score: -8475735.000000 Penalty: 5532.280273
	Iteration 3Q: 3 clusters Score -8475735 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30848 members 
Mstep: Class 2 contains 38980 members 
Entering Unmasked Estep 
Score: -8476435.000000 Penalty: 5532.280273
	Iteration 4Q: 3 clusters Score -8476435 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28675 members 
Mstep: Class 2 contains 41153 members 
Entering Unmasked Estep 
Score: -8477446.000000 Penalty: 5532.280273
	Iteration 5Q: 3 clusters Score -8477446 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 44139 members 
Entering Unmasked Estep 
Score: -8479083.000000 Penalty: 5532.280273
	Iteration 6Q: 3 clusters Score -8479083 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 47998 members 
Entering Unmasked Estep 
Score: -8481662.000000 Penalty: 5532.280273
	Iteration 7F: 3 clusters Score -8481662 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 52663 members 
Entering Unmasked Estep 
Score: -8485376.000000 Penalty: 5532.280273
	Iteration 8F: 3 clusters Score -8485376 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 57634 members 
Entering Unmasked Estep 
Score: -8489951.000000 Penalty: 5532.280273
	Iteration 9F: 3 clusters Score -8489951 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 62129 members 
Entering Unmasked Estep 
Score: -8494363.000000 Penalty: 5532.280273
	Iteration 10F: 3 clusters Score -8494363 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 65210 members 
Entering Unmasked Estep 
Score: -8497325.000000 Penalty: 5532.280273
	Iteration 11Q: 3 clusters Score -8497325 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 67024 members 
Entering Unmasked Estep 
Score: -8498970.000000 Penalty: 5532.280273
	Iteration 12Q: 3 clusters Score -8498970 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 67916 members 
Entering Unmasked Estep 
Score: -8499788.000000 Penalty: 5532.280273
	Iteration 13Q: 3 clusters Score -8499788 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 68326 members 
Entering Unmasked Estep 
Score: -8500172.000000 Penalty: 5532.280273
	Iteration 14Q: 3 clusters Score -8500172 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 68509 members 
Entering Unmasked Estep 
Score: -8500370.000000 Penalty: 5532.280273
	Iteration 15Q: 3 clusters Score -8500370 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 68627 members 
Entering Unmasked Estep 
Score: -8500505.000000 Penalty: 5532.280273
	Iteration 16Q: 3 clusters Score -8500505 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 68706 members 
Entering Unmasked Estep 
Score: -8500584.000000 Penalty: 5532.280273
	Iteration 17Q: 3 clusters Score -8500584 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 68757 members 
Entering Unmasked Estep 
Score: -8500632.000000 Penalty: 5532.280273
	Iteration 18Q: 3 clusters Score -8500632 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 68786 members 
Entering Unmasked Estep 
Score: -8500686.000000 Penalty: 5532.280273
	Iteration 19Q: 3 clusters Score -8500686 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 68813 members 
Entering Unmasked Estep 
Score: -8500729.000000 Penalty: 5532.280273
	Iteration 20F: 3 clusters Score -8500729 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 68843 members 
Entering Unmasked Estep 
Score: -8500741.000000 Penalty: 5532.280273
	Iteration 21Q: 3 clusters Score -8500741 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 68849 members 
Entering Unmasked Estep 
Score: -8500764.000000 Penalty: 5532.280273
	Iteration 22Q: 3 clusters Score -8500764 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 68849 members 
Entering Unmasked Estep 
Score: -8500777.000000 Penalty: 5532.280273
	Iteration 23Q: 3 clusters Score -8500777 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 68858 members 
Entering Unmasked Estep 
Score: -8500777.000000 Penalty: 5532.280273
	Iteration 24Q: 3 clusters Score -8500777 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 68871 members 
Entering Unmasked Estep 
Score: -8500780.000000 Penalty: 5532.280273
	Iteration 25Q: 3 clusters Score -8500780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 68874 members 
Entering Unmasked Estep 
Score: -8500789.000000 Penalty: 5532.280273
	Iteration 26Q: 3 clusters Score -8500789 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 68879 members 
Entering Unmasked Estep 
Score: -8500793.000000 Penalty: 5532.280273
	Iteration 27Q: 3 clusters Score -8500793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 68881 members 
Entering Unmasked Estep 
Score: -8500792.000000 Penalty: 5532.280273
	Iteration 28Q: 3 clusters Score -8500792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 68880 members 
Entering Unmasked Estep 
Score: -8500797.000000 Penalty: 5532.280273
	Iteration 29Q: 3 clusters Score -8500797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 68879 members 
Entering Unmasked Estep 
Score: -8500795.000000 Penalty: 5532.280273
	Iteration 30Q: 3 clusters Score -8500795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 68882 members 
Entering Unmasked Estep 
Score: -8500801.000000 Penalty: 5532.280273
	Iteration 31Q: 3 clusters Score -8500801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 68881 members 
Entering Unmasked Estep 
Score: -8500797.000000 Penalty: 5532.280273
	Iteration 32Q: 3 clusters Score -8500797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 68882 members 
Entering Unmasked Estep 
Score: -8500797.000000 Penalty: 5532.280273
	Iteration 33Q: 3 clusters Score -8500797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 68884 members 
Entering Unmasked Estep 
Score: -8500800.000000 Penalty: 5532.280273
	Iteration 34Q: 3 clusters Score -8500800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 68884 members 
Entering Unmasked Estep 
Score: -8500800.000000 Penalty: 5532.280273
	Iteration 35F: 3 clusters Score -8500800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Entering Unmasked Estep 
Score: -1494854.250000 Penalty: 2337.151611
	Iteration 0F: 2 clusters Score -1494854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1485716.125000 Penalty: 4674.303223
	Iteration 0F: 3 clusters Score -1485716 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1488624.375000 Penalty: 4674.303223
	Iteration 1F: 3 clusters Score -1488624 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1489032.000000 Penalty: 4674.303223
	Iteration 2F: 3 clusters Score -1489032 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1489390.000000 Penalty: 4674.303223
	Iteration 3F: 3 clusters Score -1489390 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1489789.500000 Penalty: 4674.303223
	Iteration 4F: 3 clusters Score -1489790 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1490226.250000 Penalty: 4674.303223
	Iteration 5F: 3 clusters Score -1490226 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1490657.625000 Penalty: 4674.303223
	Iteration 6F: 3 clusters Score -1490658 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1491006.750000 Penalty: 4674.303223
	Iteration 7Q: 3 clusters Score -1491007 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1491315.875000 Penalty: 4674.303223
	Iteration 8Q: 3 clusters Score -1491316 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1491562.750000 Penalty: 4674.303223
	Iteration 9Q: 3 clusters Score -1491563 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1491747.250000 Penalty: 4674.303223
	Iteration 10Q: 3 clusters Score -1491747 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1491900.500000 Penalty: 4674.303223
	Iteration 11Q: 3 clusters Score -1491900 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1492014.000000 Penalty: 4674.303223
	Iteration 12Q: 3 clusters Score -1492014 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1492094.500000 Penalty: 4674.303223
	Iteration 13Q: 3 clusters Score -1492094 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1492150.500000 Penalty: 4674.303223
	Iteration 14Q: 3 clusters Score -1492150 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1492192.875000 Penalty: 4674.303223
	Iteration 15Q: 3 clusters Score -1492193 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1492242.875000 Penalty: 4674.303223
	Iteration 16Q: 3 clusters Score -1492243 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1492277.375000 Penalty: 4674.303223
	Iteration 17Q: 3 clusters Score -1492277 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1492318.250000 Penalty: 4674.303223
	Iteration 18Q: 3 clusters Score -1492318 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1492342.500000 Penalty: 4674.303223
	Iteration 19Q: 3 clusters Score -1492342 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1492366.500000 Penalty: 4674.303223
	Iteration 20F: 3 clusters Score -1492366 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1492383.625000 Penalty: 4674.303223
	Iteration 21Q: 3 clusters Score -1492384 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1492402.625000 Penalty: 4674.303223
	Iteration 22Q: 3 clusters Score -1492403 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1492424.750000 Penalty: 4674.303223
	Iteration 23Q: 3 clusters Score -1492425 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1492446.750000 Penalty: 4674.303223
	Iteration 24Q: 3 clusters Score -1492447 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1492463.125000 Penalty: 4674.303223
	Iteration 25Q: 3 clusters Score -1492463 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1492481.250000 Penalty: 4674.303223
	Iteration 26Q: 3 clusters Score -1492481 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1492499.750000 Penalty: 4674.303223
	Iteration 27Q: 3 clusters Score -1492500 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1492516.250000 Penalty: 4674.303223
	Iteration 28Q: 3 clusters Score -1492516 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1492536.375000 Penalty: 4674.303223
	Iteration 29Q: 3 clusters Score -1492536 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1492546.750000 Penalty: 4674.303223
	Iteration 30Q: 3 clusters Score -1492547 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1492568.000000 Penalty: 4674.303223
	Iteration 31Q: 3 clusters Score -1492568 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1492587.250000 Penalty: 4674.303223
	Iteration 32Q: 3 clusters Score -1492587 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1492603.250000 Penalty: 4674.303223
	Iteration 33Q: 3 clusters Score -1492603 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1492623.500000 Penalty: 4674.303223
	Iteration 34Q: 3 clusters Score -1492624 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1492645.750000 Penalty: 4674.303223
	Iteration 35Q: 3 clusters Score -1492646 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1492673.625000 Penalty: 4674.303223
	Iteration 36Q: 3 clusters Score -1492674 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1492707.125000 Penalty: 4674.303223
	Iteration 37Q: 3 clusters Score -1492707 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1492723.875000 Penalty: 4674.303223
	Iteration 38Q: 3 clusters Score -1492724 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1492752.500000 Penalty: 4674.303223
	Iteration 39Q: 3 clusters Score -1492752 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1492783.375000 Penalty: 4674.303223
	Iteration 40F: 3 clusters Score -1492783 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1492803.000000 Penalty: 4674.303223
	Iteration 41Q: 3 clusters Score -1492803 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1492825.500000 Penalty: 4674.303223
	Iteration 42Q: 3 clusters Score -1492826 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1492848.000000 Penalty: 4674.303223
	Iteration 43Q: 3 clusters Score -1492848 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1492872.125000 Penalty: 4674.303223
	Iteration 44Q: 3 clusters Score -1492872 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1492897.625000 Penalty: 4674.303223
	Iteration 45Q: 3 clusters Score -1492898 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1492926.875000 Penalty: 4674.303223
	Iteration 46Q: 3 clusters Score -1492927 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1492951.875000 Penalty: 4674.303223
	Iteration 47Q: 3 clusters Score -1492952 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1492980.375000 Penalty: 4674.303223
	Iteration 48Q: 3 clusters Score -1492980 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1493007.125000 Penalty: 4674.303223
	Iteration 49Q: 3 clusters Score -1493007 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1493039.750000 Penalty: 4674.303223
	Iteration 50Q: 3 clusters Score -1493040 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1493068.000000 Penalty: 4674.303223
	Iteration 51Q: 3 clusters Score -1493068 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1493089.875000 Penalty: 4674.303223
	Iteration 52Q: 3 clusters Score -1493090 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1493103.250000 Penalty: 4674.303223
	Iteration 53Q: 3 clusters Score -1493103 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1493112.500000 Penalty: 4674.303223
	Iteration 54Q: 3 clusters Score -1493112 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1493125.125000 Penalty: 4674.303223
	Iteration 55Q: 3 clusters Score -1493125 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1493141.250000 Penalty: 4674.303223
	Iteration 56Q: 3 clusters Score -1493141 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1493154.000000 Penalty: 4674.303223
	Iteration 57Q: 3 clusters Score -1493154 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1493169.250000 Penalty: 4674.303223
	Iteration 58Q: 3 clusters Score -1493169 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1493177.625000 Penalty: 4674.303223
	Iteration 59Q: 3 clusters Score -1493178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1493179.625000 Penalty: 4674.303223
	Iteration 60F: 3 clusters Score -1493180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1493184.125000 Penalty: 4674.303223
	Iteration 61Q: 3 clusters Score -1493184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1493191.125000 Penalty: 4674.303223
	Iteration 62Q: 3 clusters Score -1493191 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1493197.625000 Penalty: 4674.303223
	Iteration 63Q: 3 clusters Score -1493198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1493206.250000 Penalty: 4674.303223
	Iteration 64Q: 3 clusters Score -1493206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1493215.500000 Penalty: 4674.303223
	Iteration 65Q: 3 clusters Score -1493216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1493221.500000 Penalty: 4674.303223
	Iteration 66Q: 3 clusters Score -1493222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1493229.625000 Penalty: 4674.303223
	Iteration 67Q: 3 clusters Score -1493230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1493232.000000 Penalty: 4674.303223
	Iteration 68Q: 3 clusters Score -1493232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1493242.875000 Penalty: 4674.303223
	Iteration 69Q: 3 clusters Score -1493243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1493244.250000 Penalty: 4674.303223
	Iteration 70Q: 3 clusters Score -1493244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1493246.625000 Penalty: 4674.303223
	Iteration 71Q: 3 clusters Score -1493247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1493245.250000 Penalty: 4674.303223
	Iteration 72Q: 3 clusters Score -1493245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1493245.375000 Penalty: 4674.303223
	Iteration 73Q: 3 clusters Score -1493245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1493245.000000 Penalty: 4674.303223
	Iteration 74Q: 3 clusters Score -1493245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1493246.625000 Penalty: 4674.303223
	Iteration 75Q: 3 clusters Score -1493247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1493250.375000 Penalty: 4674.303223
	Iteration 76Q: 3 clusters Score -1493250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1493251.250000 Penalty: 4674.303223
	Iteration 77Q: 3 clusters Score -1493251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1493252.750000 Penalty: 4674.303223
	Iteration 78Q: 3 clusters Score -1493253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1493254.250000 Penalty: 4674.303223
	Iteration 79Q: 3 clusters Score -1493254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1493257.500000 Penalty: 4674.303223
	Iteration 80F: 3 clusters Score -1493258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1493257.375000 Penalty: 4674.303223
	Iteration 81Q: 3 clusters Score -1493257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1493254.375000 Penalty: 4674.303223
	Iteration 82Q: 3 clusters Score -1493254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1493254.375000 Penalty: 4674.303223
	Iteration 83F: 3 clusters Score -1493254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Entering Unmasked Estep 
Score: -340522.312500 Penalty: 1982.082642
	Iteration 0F: 2 clusters Score -340522.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -337271.812500 Penalty: 3964.165283
	Iteration 0F: 3 clusters Score -337271.8 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -337958.218750 Penalty: 3964.165283
	Iteration 1F: 3 clusters Score -337958.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -338181.062500 Penalty: 3964.165283
	Iteration 2F: 3 clusters Score -338181.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -338382.562500 Penalty: 3964.165283
	Iteration 3F: 3 clusters Score -338382.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -338529.656250 Penalty: 3964.165283
	Iteration 4F: 3 clusters Score -338529.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -338644.156250 Penalty: 3964.165283
	Iteration 5Q: 3 clusters Score -338644.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -338741.750000 Penalty: 3964.165283
	Iteration 6Q: 3 clusters Score -338741.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -338803.875000 Penalty: 3964.165283
	Iteration 7Q: 3 clusters Score -338803.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -338868.875000 Penalty: 3964.165283
	Iteration 8Q: 3 clusters Score -338868.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -338916.375000 Penalty: 3964.165283
	Iteration 9Q: 3 clusters Score -338916.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -338947.750000 Penalty: 3964.165283
	Iteration 10Q: 3 clusters Score -338947.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -338964.625000 Penalty: 3964.165283
	Iteration 11Q: 3 clusters Score -338964.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -338980.000000 Penalty: 3964.165283
	Iteration 12Q: 3 clusters Score -338980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -338991.437500 Penalty: 3964.165283
	Iteration 13Q: 3 clusters Score -338991.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -339006.000000 Penalty: 3964.165283
	Iteration 14Q: 3 clusters Score -339006 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -339016.000000 Penalty: 3964.165283
	Iteration 15Q: 3 clusters Score -339016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -339021.562500 Penalty: 3964.165283
	Iteration 16Q: 3 clusters Score -339021.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -339025.687500 Penalty: 3964.165283
	Iteration 17Q: 3 clusters Score -339025.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -339031.312500 Penalty: 3964.165283
	Iteration 18Q: 3 clusters Score -339031.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -339036.250000 Penalty: 3964.165283
	Iteration 19Q: 3 clusters Score -339036.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -339038.500000 Penalty: 3964.165283
	Iteration 20F: 3 clusters Score -339038.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -339041.281250 Penalty: 3964.165283
	Iteration 21Q: 3 clusters Score -339041.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -339045.718750 Penalty: 3964.165283
	Iteration 22Q: 3 clusters Score -339045.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -339047.625000 Penalty: 3964.165283
	Iteration 23Q: 3 clusters Score -339047.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -339048.500000 Penalty: 3964.165283
	Iteration 24Q: 3 clusters Score -339048.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -339049.500000 Penalty: 3964.165283
	Iteration 25Q: 3 clusters Score -339049.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -339050.875000 Penalty: 3964.165283
	Iteration 26Q: 3 clusters Score -339050.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -339053.593750 Penalty: 3964.165283
	Iteration 27Q: 3 clusters Score -339053.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -339059.156250 Penalty: 3964.165283
	Iteration 28Q: 3 clusters Score -339059.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -339066.187500 Penalty: 3964.165283
	Iteration 29Q: 3 clusters Score -339066.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -339069.875000 Penalty: 3964.165283
	Iteration 30Q: 3 clusters Score -339069.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -339072.781250 Penalty: 3964.165283
	Iteration 31Q: 3 clusters Score -339072.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -339076.687500 Penalty: 3964.165283
	Iteration 32Q: 3 clusters Score -339076.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -339078.343750 Penalty: 3964.165283
	Iteration 33Q: 3 clusters Score -339078.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -339080.531250 Penalty: 3964.165283
	Iteration 34Q: 3 clusters Score -339080.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -339082.812500 Penalty: 3964.165283
	Iteration 35Q: 3 clusters Score -339082.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -339083.187500 Penalty: 3964.165283
	Iteration 36Q: 3 clusters Score -339083.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -339084.156250 Penalty: 3964.165283
	Iteration 37Q: 3 clusters Score -339084.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -339084.156250 Penalty: 3964.165283
	Iteration 38F: 3 clusters Score -339084.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (278812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278812 members 
Entering Unmasked Estep 
Score: -34303064.000000 Penalty: 3109.496582
	Iteration 0F: 2 clusters Score -3.430306e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139172 members 
Mstep: Class 2 contains 139640 members 
Entering Unmasked Estep 
Score: -34134432.000000 Penalty: 6218.993164
	Iteration 0F: 3 clusters Score -3.413443e+07 nChanged 135099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137693 members 
Mstep: Class 2 contains 141119 members 
Entering Unmasked Estep 
Score: -34215088.000000 Penalty: 6218.993164
	Iteration 1F: 3 clusters Score -3.421509e+07 nChanged 8697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136932 members 
Mstep: Class 2 contains 141880 members 
Entering Unmasked Estep 
Score: -34217384.000000 Penalty: 6218.993164
	Iteration 2Q: 3 clusters Score -3.421738e+07 nChanged 9927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135991 members 
Mstep: Class 2 contains 142821 members 
Entering Unmasked Estep 
Score: -34221020.000000 Penalty: 6218.993164
	Iteration 3Q: 3 clusters Score -3.422102e+07 nChanged 11923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135238 members 
Mstep: Class 2 contains 143574 members 
Entering Unmasked Estep 
Score: -34226332.000000 Penalty: 6218.993164
	Iteration 4Q: 3 clusters Score -3.422633e+07 nChanged 14203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134819 members 
Mstep: Class 2 contains 143993 members 
Entering Unmasked Estep 
Score: -34233280.000000 Penalty: 6218.993164
	Iteration 5F: 3 clusters Score -3.423328e+07 nChanged 16442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134879 members 
Mstep: Class 2 contains 143933 members 
Entering Unmasked Estep 
Score: -34243260.000000 Penalty: 6218.993164
	Iteration 6F: 3 clusters Score -3.424326e+07 nChanged 18187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135702 members 
Mstep: Class 2 contains 143110 members 
Entering Unmasked Estep 
Score: -34255416.000000 Penalty: 6218.993164
	Iteration 7F: 3 clusters Score -3.425542e+07 nChanged 18170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136870 members 
Mstep: Class 2 contains 141942 members 
Entering Unmasked Estep 
Score: -34267332.000000 Penalty: 6218.993164
	Iteration 8F: 3 clusters Score -3.426733e+07 nChanged 16434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138726 members 
Mstep: Class 2 contains 140086 members 
Entering Unmasked Estep 
Score: -34277856.000000 Penalty: 6218.993164
	Iteration 9F: 3 clusters Score -3.427786e+07 nChanged 13186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140750 members 
Mstep: Class 2 contains 138062 members 
Entering Unmasked Estep 
Score: -34284872.000000 Penalty: 6218.993164
	Iteration 10Q: 3 clusters Score -3.428487e+07 nChanged 8903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142613 members 
Mstep: Class 2 contains 136199 members 
Entering Unmasked Estep 
Score: -34288232.000000 Penalty: 6218.993164
	Iteration 11Q: 3 clusters Score -3.428823e+07 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144279 members 
Mstep: Class 2 contains 134533 members 
Entering Unmasked Estep 
Score: -34289800.000000 Penalty: 6218.993164
	Iteration 12Q: 3 clusters Score -3.42898e+07 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145741 members 
Mstep: Class 2 contains 133071 members 
Entering Unmasked Estep 
Score: -34291040.000000 Penalty: 6218.993164
	Iteration 13Q: 3 clusters Score -3.429104e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147178 members 
Mstep: Class 2 contains 131634 members 
Entering Unmasked Estep 
Score: -34292048.000000 Penalty: 6218.993164
	Iteration 14Q: 3 clusters Score -3.429205e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148634 members 
Mstep: Class 2 contains 130178 members 
Entering Unmasked Estep 
Score: -34292760.000000 Penalty: 6218.993164
	Iteration 15Q: 3 clusters Score -3.429276e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150020 members 
Mstep: Class 2 contains 128792 members 
Entering Unmasked Estep 
Score: -34293600.000000 Penalty: 6218.993164
	Iteration 16Q: 3 clusters Score -3.42936e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151245 members 
Mstep: Class 2 contains 127567 members 
Entering Unmasked Estep 
Score: -34294032.000000 Penalty: 6218.993164
	Iteration 17Q: 3 clusters Score -3.429403e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152359 members 
Mstep: Class 2 contains 126453 members 
Entering Unmasked Estep 
Score: -34294352.000000 Penalty: 6218.993164
	Iteration 18Q: 3 clusters Score -3.429435e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153408 members 
Mstep: Class 2 contains 125404 members 
Entering Unmasked Estep 
Score: -34294836.000000 Penalty: 6218.993164
	Iteration 19Q: 3 clusters Score -3.429484e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154443 members 
Mstep: Class 2 contains 124369 members 
Entering Unmasked Estep 
Score: -34295164.000000 Penalty: 6218.993164
	Iteration 20F: 3 clusters Score -3.429516e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155422 members 
Mstep: Class 2 contains 123390 members 
Entering Unmasked Estep 
Score: -34295312.000000 Penalty: 6218.993164
	Iteration 21Q: 3 clusters Score -3.429531e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156354 members 
Mstep: Class 2 contains 122458 members 
Entering Unmasked Estep 
Score: -34295408.000000 Penalty: 6218.993164
	Iteration 22Q: 3 clusters Score -3.429541e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157290 members 
Mstep: Class 2 contains 121522 members 
Entering Unmasked Estep 
Score: -34295640.000000 Penalty: 6218.993164
	Iteration 23Q: 3 clusters Score -3.429564e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158216 members 
Mstep: Class 2 contains 120596 members 
Entering Unmasked Estep 
Score: -34295660.000000 Penalty: 6218.993164
	Iteration 24Q: 3 clusters Score -3.429566e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159190 members 
Mstep: Class 2 contains 119622 members 
Entering Unmasked Estep 
Score: -34295816.000000 Penalty: 6218.993164
	Iteration 25Q: 3 clusters Score -3.429582e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160168 members 
Mstep: Class 2 contains 118644 members 
Entering Unmasked Estep 
Score: -34296004.000000 Penalty: 6218.993164
	Iteration 26Q: 3 clusters Score -3.4296e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161127 members 
Mstep: Class 2 contains 117685 members 
Entering Unmasked Estep 
Score: -34296076.000000 Penalty: 6218.993164
	Iteration 27Q: 3 clusters Score -3.429608e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162157 members 
Mstep: Class 2 contains 116655 members 
Entering Unmasked Estep 
Score: -34296264.000000 Penalty: 6218.993164
	Iteration 28Q: 3 clusters Score -3.429626e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163214 members 
Mstep: Class 2 contains 115598 members 
Entering Unmasked Estep 
Score: -34296212.000000 Penalty: 6218.993164
	Iteration 29Q: 3 clusters Score -3.429621e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164319 members 
Mstep: Class 2 contains 114493 members 
Entering Unmasked Estep 
Score: -34296332.000000 Penalty: 6218.993164
	Iteration 30Q: 3 clusters Score -3.429633e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165443 members 
Mstep: Class 2 contains 113369 members 
Entering Unmasked Estep 
Score: -34296476.000000 Penalty: 6218.993164
	Iteration 31Q: 3 clusters Score -3.429648e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166594 members 
Mstep: Class 2 contains 112218 members 
Entering Unmasked Estep 
Score: -34296548.000000 Penalty: 6218.993164
	Iteration 32Q: 3 clusters Score -3.429655e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167783 members 
Mstep: Class 2 contains 111029 members 
Entering Unmasked Estep 
Score: -34296568.000000 Penalty: 6218.993164
	Iteration 33Q: 3 clusters Score -3.429657e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169020 members 
Mstep: Class 2 contains 109792 members 
Entering Unmasked Estep 
Score: -34296636.000000 Penalty: 6218.993164
	Iteration 34Q: 3 clusters Score -3.429664e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170291 members 
Mstep: Class 2 contains 108521 members 
Entering Unmasked Estep 
Score: -34296804.000000 Penalty: 6218.993164
	Iteration 35Q: 3 clusters Score -3.42968e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171638 members 
Mstep: Class 2 contains 107174 members 
Entering Unmasked Estep 
Score: -34296920.000000 Penalty: 6218.993164
	Iteration 36Q: 3 clusters Score -3.429692e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173135 members 
Mstep: Class 2 contains 105677 members 
Entering Unmasked Estep 
Score: -34297052.000000 Penalty: 6218.993164
	Iteration 37Q: 3 clusters Score -3.429705e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174841 members 
Mstep: Class 2 contains 103971 members 
Entering Unmasked Estep 
Score: -34297068.000000 Penalty: 6218.993164
	Iteration 38Q: 3 clusters Score -3.429707e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176672 members 
Mstep: Class 2 contains 102140 members 
Entering Unmasked Estep 
Score: -34297276.000000 Penalty: 6218.993164
	Iteration 39Q: 3 clusters Score -3.429728e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178604 members 
Mstep: Class 2 contains 100208 members 
Entering Unmasked Estep 
Score: -34297244.000000 Penalty: 6218.993164
	Iteration 40F: 3 clusters Score -3.429724e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180595 members 
Mstep: Class 2 contains 98217 members 
Entering Unmasked Estep 
Score: -34297252.000000 Penalty: 6218.993164
	Iteration 41Q: 3 clusters Score -3.429725e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182704 members 
Mstep: Class 2 contains 96108 members 
Entering Unmasked Estep 
Score: -34297152.000000 Penalty: 6218.993164
	Iteration 42Q: 3 clusters Score -3.429715e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184955 members 
Mstep: Class 2 contains 93857 members 
Entering Unmasked Estep 
Score: -34297300.000000 Penalty: 6218.993164
	Iteration 43Q: 3 clusters Score -3.42973e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187467 members 
Mstep: Class 2 contains 91345 members 
Entering Unmasked Estep 
Score: -34297236.000000 Penalty: 6218.993164
	Iteration 44Q: 3 clusters Score -3.429724e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190256 members 
Mstep: Class 2 contains 88556 members 
Entering Unmasked Estep 
Score: -34297184.000000 Penalty: 6218.993164
	Iteration 45Q: 3 clusters Score -3.429718e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193188 members 
Mstep: Class 2 contains 85624 members 
Entering Unmasked Estep 
Score: -34297472.000000 Penalty: 6218.993164
	Iteration 46Q: 3 clusters Score -3.429747e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196287 members 
Mstep: Class 2 contains 82525 members 
Entering Unmasked Estep 
Score: -34297680.000000 Penalty: 6218.993164
	Iteration 47Q: 3 clusters Score -3.429768e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199588 members 
Mstep: Class 2 contains 79224 members 
Entering Unmasked Estep 
Score: -34297804.000000 Penalty: 6218.993164
	Iteration 48Q: 3 clusters Score -3.42978e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202928 members 
Mstep: Class 2 contains 75884 members 
Entering Unmasked Estep 
Score: -34297836.000000 Penalty: 6218.993164
	Iteration 49Q: 3 clusters Score -3.429784e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206210 members 
Mstep: Class 2 contains 72602 members 
Entering Unmasked Estep 
Score: -34298020.000000 Penalty: 6218.993164
	Iteration 50Q: 3 clusters Score -3.429802e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209651 members 
Mstep: Class 2 contains 69161 members 
Entering Unmasked Estep 
Score: -34298108.000000 Penalty: 6218.993164
	Iteration 51Q: 3 clusters Score -3.429811e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213107 members 
Mstep: Class 2 contains 65705 members 
Entering Unmasked Estep 
Score: -34298264.000000 Penalty: 6218.993164
	Iteration 52Q: 3 clusters Score -3.429826e+07 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216498 members 
Mstep: Class 2 contains 62314 members 
Entering Unmasked Estep 
Score: -34298296.000000 Penalty: 6218.993164
	Iteration 53Q: 3 clusters Score -3.42983e+07 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219939 members 
Mstep: Class 2 contains 58873 members 
Entering Unmasked Estep 
Score: -34298276.000000 Penalty: 6218.993164
	Iteration 54Q: 3 clusters Score -3.429828e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223281 members 
Mstep: Class 2 contains 55531 members 
Entering Unmasked Estep 
Score: -34298144.000000 Penalty: 6218.993164
	Iteration 55Q: 3 clusters Score -3.429814e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226534 members 
Mstep: Class 2 contains 52278 members 
Entering Unmasked Estep 
Score: -34298088.000000 Penalty: 6218.993164
	Iteration 56Q: 3 clusters Score -3.429809e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229672 members 
Mstep: Class 2 contains 49140 members 
Entering Unmasked Estep 
Score: -34298188.000000 Penalty: 6218.993164
	Iteration 57Q: 3 clusters Score -3.429819e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232809 members 
Mstep: Class 2 contains 46003 members 
Entering Unmasked Estep 
Score: -34298080.000000 Penalty: 6218.993164
	Iteration 58Q: 3 clusters Score -3.429808e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235827 members 
Mstep: Class 2 contains 42985 members 
Entering Unmasked Estep 
Score: -34298264.000000 Penalty: 6218.993164
	Iteration 59Q: 3 clusters Score -3.429826e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238601 members 
Mstep: Class 2 contains 40211 members 
Entering Unmasked Estep 
Score: -34298244.000000 Penalty: 6218.993164
	Iteration 60F: 3 clusters Score -3.429824e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241378 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
Score: -34298408.000000 Penalty: 6218.993164
	Iteration 61Q: 3 clusters Score -3.429841e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243972 members 
Mstep: Class 2 contains 34840 members 
Entering Unmasked Estep 
Score: -34298444.000000 Penalty: 6218.993164
	Iteration 62Q: 3 clusters Score -3.429844e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246487 members 
Mstep: Class 2 contains 32325 members 
Entering Unmasked Estep 
Score: -34298544.000000 Penalty: 6218.993164
	Iteration 63Q: 3 clusters Score -3.429854e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248944 members 
Mstep: Class 2 contains 29868 members 
Entering Unmasked Estep 
Score: -34298716.000000 Penalty: 6218.993164
	Iteration 64Q: 3 clusters Score -3.429872e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251344 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -34298824.000000 Penalty: 6218.993164
	Iteration 65Q: 3 clusters Score -3.429882e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253625 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -34298940.000000 Penalty: 6218.993164
	Iteration 66Q: 3 clusters Score -3.429894e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255730 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -34299064.000000 Penalty: 6218.993164
	Iteration 67Q: 3 clusters Score -3.429906e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257687 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -34299296.000000 Penalty: 6218.993164
	Iteration 68Q: 3 clusters Score -3.42993e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259494 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -34299260.000000 Penalty: 6218.993164
	Iteration 69Q: 3 clusters Score -3.429926e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261194 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -34299500.000000 Penalty: 6218.993164
	Iteration 70Q: 3 clusters Score -3.42995e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262740 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -34299544.000000 Penalty: 6218.993164
	Iteration 71Q: 3 clusters Score -3.429954e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264180 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -34299592.000000 Penalty: 6218.993164
	Iteration 72Q: 3 clusters Score -3.429959e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265499 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -34299672.000000 Penalty: 6218.993164
	Iteration 73Q: 3 clusters Score -3.429967e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266721 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -34299664.000000 Penalty: 6218.993164
	Iteration 74Q: 3 clusters Score -3.429966e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267920 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -34299912.000000 Penalty: 6218.993164
	Iteration 75Q: 3 clusters Score -3.429991e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268973 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -34299916.000000 Penalty: 6218.993164
	Iteration 76Q: 3 clusters Score -3.429992e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269925 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -34300064.000000 Penalty: 6218.993164
	Iteration 77Q: 3 clusters Score -3.430006e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270797 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -34300156.000000 Penalty: 6218.993164
	Iteration 78Q: 3 clusters Score -3.430016e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271578 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -34300236.000000 Penalty: 6218.993164
	Iteration 79Q: 3 clusters Score -3.430024e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272264 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -34300216.000000 Penalty: 6218.993164
	Iteration 80F: 3 clusters Score -3.430022e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272902 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -34300308.000000 Penalty: 6218.993164
	Iteration 81Q: 3 clusters Score -3.430031e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273484 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -34300404.000000 Penalty: 6218.993164
	Iteration 82Q: 3 clusters Score -3.43004e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273960 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -34300452.000000 Penalty: 6218.993164
	Iteration 83Q: 3 clusters Score -3.430045e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274360 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -34300464.000000 Penalty: 6218.993164
	Iteration 84Q: 3 clusters Score -3.430046e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274709 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -34300480.000000 Penalty: 6218.993164
	Iteration 85Q: 3 clusters Score -3.430048e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275038 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -34300544.000000 Penalty: 6218.993164
	Iteration 86Q: 3 clusters Score -3.430054e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275344 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -34300540.000000 Penalty: 6218.993164
	Iteration 87Q: 3 clusters Score -3.430054e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275629 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -34300608.000000 Penalty: 6218.993164
	Iteration 88Q: 3 clusters Score -3.430061e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275867 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -34300612.000000 Penalty: 6218.993164
	Iteration 89Q: 3 clusters Score -3.430061e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276063 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -34300648.000000 Penalty: 6218.993164
	Iteration 90Q: 3 clusters Score -3.430065e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276246 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -34300680.000000 Penalty: 6218.993164
	Iteration 91Q: 3 clusters Score -3.430068e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276407 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -34300696.000000 Penalty: 6218.993164
	Iteration 92Q: 3 clusters Score -3.43007e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276565 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -34300732.000000 Penalty: 6218.993164
	Iteration 93Q: 3 clusters Score -3.430073e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276685 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -34300756.000000 Penalty: 6218.993164
	Iteration 94Q: 3 clusters Score -3.430076e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276796 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -34300784.000000 Penalty: 6218.993164
	Iteration 95Q: 3 clusters Score -3.430078e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276907 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -34300772.000000 Penalty: 6218.993164
	Iteration 96Q: 3 clusters Score -3.430077e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277000 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -34300784.000000 Penalty: 6218.993164
	Iteration 97Q: 3 clusters Score -3.430078e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277086 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -34300808.000000 Penalty: 6218.993164
	Iteration 98Q: 3 clusters Score -3.430081e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277142 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -34300816.000000 Penalty: 6218.993164
	Iteration 99Q: 3 clusters Score -3.430082e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277193 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -34300812.000000 Penalty: 6218.993164
	Iteration 100F: 3 clusters Score -3.430081e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277233 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -34300832.000000 Penalty: 6218.993164
	Iteration 101Q: 3 clusters Score -3.430083e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277277 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -34300844.000000 Penalty: 6218.993164
	Iteration 102Q: 3 clusters Score -3.430084e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277317 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -34300840.000000 Penalty: 6218.993164
	Iteration 103Q: 3 clusters Score -3.430084e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277346 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -34300844.000000 Penalty: 6218.993164
	Iteration 104Q: 3 clusters Score -3.430084e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277373 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -34300832.000000 Penalty: 6218.993164
	Iteration 105Q: 3 clusters Score -3.430083e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277394 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -34300844.000000 Penalty: 6218.993164
	Iteration 106Q: 3 clusters Score -3.430084e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277421 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -34300852.000000 Penalty: 6218.993164
	Iteration 107Q: 3 clusters Score -3.430085e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277439 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -34300860.000000 Penalty: 6218.993164
	Iteration 108Q: 3 clusters Score -3.430086e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277462 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -34300900.000000 Penalty: 6218.993164
	Iteration 109Q: 3 clusters Score -3.43009e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277482 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -34300896.000000 Penalty: 6218.993164
	Iteration 110Q: 3 clusters Score -3.43009e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277505 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -34300908.000000 Penalty: 6218.993164
	Iteration 111Q: 3 clusters Score -3.430091e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277523 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -34300884.000000 Penalty: 6218.993164
	Iteration 112Q: 3 clusters Score -3.430088e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277542 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -34300880.000000 Penalty: 6218.993164
	Iteration 113Q: 3 clusters Score -3.430088e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277560 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -34300868.000000 Penalty: 6218.993164
	Iteration 114Q: 3 clusters Score -3.430087e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277576 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -34300888.000000 Penalty: 6218.993164
	Iteration 115Q: 3 clusters Score -3.430089e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277594 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -34300864.000000 Penalty: 6218.993164
	Iteration 116Q: 3 clusters Score -3.430086e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277612 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -34300844.000000 Penalty: 6218.993164
	Iteration 117Q: 3 clusters Score -3.430084e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277634 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -34300844.000000 Penalty: 6218.993164
	Iteration 118Q: 3 clusters Score -3.430084e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277649 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -34300836.000000 Penalty: 6218.993164
	Iteration 119Q: 3 clusters Score -3.430084e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277661 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -34300844.000000 Penalty: 6218.993164
	Iteration 120F: 3 clusters Score -3.430084e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277674 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -34300864.000000 Penalty: 6218.993164
	Iteration 121Q: 3 clusters Score -3.430086e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277689 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -34300852.000000 Penalty: 6218.993164
	Iteration 122Q: 3 clusters Score -3.430085e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277702 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -34300868.000000 Penalty: 6218.993164
	Iteration 123Q: 3 clusters Score -3.430087e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277709 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -34300864.000000 Penalty: 6218.993164
	Iteration 124Q: 3 clusters Score -3.430086e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277718 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -34300860.000000 Penalty: 6218.993164
	Iteration 125Q: 3 clusters Score -3.430086e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277724 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -34300852.000000 Penalty: 6218.993164
	Iteration 126Q: 3 clusters Score -3.430085e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277728 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -34300856.000000 Penalty: 6218.993164
	Iteration 127Q: 3 clusters Score -3.430086e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277733 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -34300852.000000 Penalty: 6218.993164
	Iteration 128Q: 3 clusters Score -3.430085e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277735 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -34300868.000000 Penalty: 6218.993164
	Iteration 129Q: 3 clusters Score -3.430087e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277739 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -34300832.000000 Penalty: 6218.993164
	Iteration 130Q: 3 clusters Score -3.430083e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277739 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -34300832.000000 Penalty: 6218.993164
	Iteration 131F: 3 clusters Score -3.430083e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (41515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41515 members 
Entering Unmasked Estep 
Score: -5026855.500000 Penalty: 2637.184814
	Iteration 0F: 2 clusters Score -5026856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -4998762.500000 Penalty: 5274.369629
	Iteration 0F: 3 clusters Score -4998762 nChanged 19112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -5009454.500000 Penalty: 5274.369629
	Iteration 1F: 3 clusters Score -5009454 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -5010246.000000 Penalty: 5274.369629
	Iteration 2Q: 3 clusters Score -5010246 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -5011122.000000 Penalty: 5274.369629
	Iteration 3Q: 3 clusters Score -5011122 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -5012188.000000 Penalty: 5274.369629
	Iteration 4F: 3 clusters Score -5012188 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -5013686.000000 Penalty: 5274.369629
	Iteration 5F: 3 clusters Score -5013686 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -5015377.000000 Penalty: 5274.369629
	Iteration 6F: 3 clusters Score -5015377 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -5017226.500000 Penalty: 5274.369629
	Iteration 7F: 3 clusters Score -5017226 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -5018902.500000 Penalty: 5274.369629
	Iteration 8F: 3 clusters Score -5018902 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -5020476.000000 Penalty: 5274.369629
	Iteration 9F: 3 clusters Score -5020476 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -5021774.500000 Penalty: 5274.369629
	Iteration 10Q: 3 clusters Score -5021774 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -5022925.500000 Penalty: 5274.369629
	Iteration 11Q: 3 clusters Score -5022926 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
Score: -5023951.500000 Penalty: 5274.369629
	Iteration 12Q: 3 clusters Score -5023952 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -5024635.500000 Penalty: 5274.369629
	Iteration 13Q: 3 clusters Score -5024636 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 35716 members 
Entering Unmasked Estep 
Score: -5025082.000000 Penalty: 5274.369629
	Iteration 14Q: 3 clusters Score -5025082 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 36275 members 
Entering Unmasked Estep 
Score: -5025372.000000 Penalty: 5274.369629
	Iteration 15Q: 3 clusters Score -5025372 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 36734 members 
Entering Unmasked Estep 
Score: -5025593.500000 Penalty: 5274.369629
	Iteration 16Q: 3 clusters Score -5025594 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 37126 members 
Entering Unmasked Estep 
Score: -5025786.500000 Penalty: 5274.369629
	Iteration 17Q: 3 clusters Score -5025786 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 37470 members 
Entering Unmasked Estep 
Score: -5025995.500000 Penalty: 5274.369629
	Iteration 18Q: 3 clusters Score -5025996 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 37753 members 
Entering Unmasked Estep 
Score: -5026121.000000 Penalty: 5274.369629
	Iteration 19Q: 3 clusters Score -5026121 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 37975 members 
Entering Unmasked Estep 
Score: -5026197.500000 Penalty: 5274.369629
	Iteration 20F: 3 clusters Score -5026198 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 38154 members 
Entering Unmasked Estep 
Score: -5026275.500000 Penalty: 5274.369629
	Iteration 21Q: 3 clusters Score -5026276 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 38306 members 
Entering Unmasked Estep 
Score: -5026358.000000 Penalty: 5274.369629
	Iteration 22Q: 3 clusters Score -5026358 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 38445 members 
Entering Unmasked Estep 
Score: -5026416.000000 Penalty: 5274.369629
	Iteration 23Q: 3 clusters Score -5026416 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 38553 members 
Entering Unmasked Estep 
Score: -5026431.000000 Penalty: 5274.369629
	Iteration 24Q: 3 clusters Score -5026431 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 38648 members 
Entering Unmasked Estep 
Score: -5026472.500000 Penalty: 5274.369629
	Iteration 25Q: 3 clusters Score -5026472 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 38716 members 
Entering Unmasked Estep 
Score: -5026499.000000 Penalty: 5274.369629
	Iteration 26Q: 3 clusters Score -5026499 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 38769 members 
Entering Unmasked Estep 
Score: -5026515.000000 Penalty: 5274.369629
	Iteration 27Q: 3 clusters Score -5026515 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 38812 members 
Entering Unmasked Estep 
Score: -5026533.000000 Penalty: 5274.369629
	Iteration 28Q: 3 clusters Score -5026533 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 38841 members 
Entering Unmasked Estep 
Score: -5026536.500000 Penalty: 5274.369629
	Iteration 29Q: 3 clusters Score -5026536 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 38867 members 
Entering Unmasked Estep 
Score: -5026540.500000 Penalty: 5274.369629
	Iteration 30Q: 3 clusters Score -5026540 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 38895 members 
Entering Unmasked Estep 
Score: -5026540.000000 Penalty: 5274.369629
	Iteration 31Q: 3 clusters Score -5026540 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 38912 members 
Entering Unmasked Estep 
Score: -5026552.000000 Penalty: 5274.369629
	Iteration 32Q: 3 clusters Score -5026552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 38918 members 
Entering Unmasked Estep 
Score: -5026553.500000 Penalty: 5274.369629
	Iteration 33Q: 3 clusters Score -5026554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 38922 members 
Entering Unmasked Estep 
Score: -5026562.000000 Penalty: 5274.369629
	Iteration 34Q: 3 clusters Score -5026562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 38924 members 
Entering Unmasked Estep 
Score: -5026570.500000 Penalty: 5274.369629
	Iteration 35Q: 3 clusters Score -5026570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 38932 members 
Entering Unmasked Estep 
Score: -5026580.500000 Penalty: 5274.369629
	Iteration 36Q: 3 clusters Score -5026580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 38933 members 
Entering Unmasked Estep 
Score: -5026569.000000 Penalty: 5274.369629
	Iteration 37Q: 3 clusters Score -5026569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 38936 members 
Entering Unmasked Estep 
Score: -5026568.500000 Penalty: 5274.369629
	Iteration 38Q: 3 clusters Score -5026568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 38938 members 
Entering Unmasked Estep 
Score: -5026571.500000 Penalty: 5274.369629
	Iteration 39Q: 3 clusters Score -5026572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 38938 members 
Entering Unmasked Estep 
Score: -5026571.500000 Penalty: 5274.369629
	Iteration 40F: 3 clusters Score -5026572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -109505.484375 Penalty: 1711.880249
	Iteration 0F: 2 clusters Score -109505.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -107551.562500 Penalty: 3423.760498
	Iteration 0F: 3 clusters Score -107551.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -107835.500000 Penalty: 3423.760498
	Iteration 1F: 3 clusters Score -107835.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -108001.593750 Penalty: 3423.760498
	Iteration 2F: 3 clusters Score -108001.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -108261.023438 Penalty: 3423.760498
	Iteration 3F: 3 clusters Score -108261 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -108713.476562 Penalty: 3423.760498
	Iteration 4F: 3 clusters Score -108713.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -109072.578125 Penalty: 3423.760498
	Iteration 5F: 3 clusters Score -109072.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -109345.554688 Penalty: 3423.760498
	Iteration 6F: 3 clusters Score -109345.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -109416.335938 Penalty: 3423.760498
	Iteration 7Q: 3 clusters Score -109416.3 nChanged 8
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: -109432.500000 Penalty: 3423.760498
	Iteration 8Q: 3 clusters Score -109432.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -109449.195312 Penalty: 3423.760498
	Iteration 9Q: 3 clusters Score -109449.2 nChanged 4
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: -109456.984375 Penalty: 3423.760498
	Iteration 10Q: 3 clusters Score -109457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -109458.453125 Penalty: 3423.760498
	Iteration 11Q: 3 clusters Score -109458.5 nChanged 1
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: -109459.203125 Penalty: 3423.760498
	Iteration 12Q: 3 clusters Score -109459.2 nChanged 0
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: -109459.203125 Penalty: 3423.760498
	Iteration 13F: 3 clusters Score -109459.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (282791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282791 members 
Entering Unmasked Estep 
Score: -34465100.000000 Penalty: 3113.010986
	Iteration 0F: 2 clusters Score -3.44651e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141494 members 
Mstep: Class 2 contains 141297 members 
Entering Unmasked Estep 
Score: -34297400.000000 Penalty: 6226.021973
	Iteration 0F: 3 clusters Score -3.42974e+07 nChanged 136902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142938 members 
Mstep: Class 2 contains 139853 members 
Entering Unmasked Estep 
Score: -34377772.000000 Penalty: 6226.021973
	Iteration 1F: 3 clusters Score -3.437777e+07 nChanged 6432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144228 members 
Mstep: Class 2 contains 138563 members 
Entering Unmasked Estep 
Score: -34378948.000000 Penalty: 6226.021973
	Iteration 2Q: 3 clusters Score -3.437895e+07 nChanged 6902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146530 members 
Mstep: Class 2 contains 136261 members 
Entering Unmasked Estep 
Score: -34380368.000000 Penalty: 6226.021973
	Iteration 3Q: 3 clusters Score -3.438037e+07 nChanged 8054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150398 members 
Mstep: Class 2 contains 132393 members 
Entering Unmasked Estep 
Score: -34382088.000000 Penalty: 6226.021973
	Iteration 4Q: 3 clusters Score -3.438209e+07 nChanged 9594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156636 members 
Mstep: Class 2 contains 126155 members 
Entering Unmasked Estep 
Score: -34385008.000000 Penalty: 6226.021973
	Iteration 5Q: 3 clusters Score -3.438501e+07 nChanged 12373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166295 members 
Mstep: Class 2 contains 116496 members 
Entering Unmasked Estep 
Score: -34389948.000000 Penalty: 6226.021973
	Iteration 6Q: 3 clusters Score -3.438995e+07 nChanged 16131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180166 members 
Mstep: Class 2 contains 102625 members 
Entering Unmasked Estep 
Score: -34397576.000000 Penalty: 6226.021973
	Iteration 7F: 3 clusters Score -3.439758e+07 nChanged 20278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198878 members 
Mstep: Class 2 contains 83913 members 
Entering Unmasked Estep 
Score: -34408652.000000 Penalty: 6226.021973
	Iteration 8F: 3 clusters Score -3.440865e+07 nChanged 23169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220767 members 
Mstep: Class 2 contains 62024 members 
Entering Unmasked Estep 
Score: -34421436.000000 Penalty: 6226.021973
	Iteration 9F: 3 clusters Score -3.442144e+07 nChanged 21680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241649 members 
Mstep: Class 2 contains 41142 members 
Entering Unmasked Estep 
Score: -34433912.000000 Penalty: 6226.021973
	Iteration 10F: 3 clusters Score -3.443391e+07 nChanged 16482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257833 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -34444596.000000 Penalty: 6226.021973
	Iteration 11F: 3 clusters Score -3.44446e+07 nChanged 11097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268854 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -34452232.000000 Penalty: 6226.021973
	Iteration 12Q: 3 clusters Score -3.445223e+07 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275522 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -34457048.000000 Penalty: 6226.021973
	Iteration 13Q: 3 clusters Score -3.445705e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279002 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -34459804.000000 Penalty: 6226.021973
	Iteration 14Q: 3 clusters Score -3.44598e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280702 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -34461160.000000 Penalty: 6226.021973
	Iteration 15Q: 3 clusters Score -3.446116e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281476 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -34461856.000000 Penalty: 6226.021973
	Iteration 16Q: 3 clusters Score -3.446186e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281806 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -34462140.000000 Penalty: 6226.021973
	Iteration 17Q: 3 clusters Score -3.446214e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281972 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -34462244.000000 Penalty: 6226.021973
	Iteration 18Q: 3 clusters Score -3.446224e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282054 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -34462308.000000 Penalty: 6226.021973
	Iteration 19Q: 3 clusters Score -3.446231e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282110 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -34462384.000000 Penalty: 6226.021973
	Iteration 20F: 3 clusters Score -3.446238e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282146 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -34462424.000000 Penalty: 6226.021973
	Iteration 21Q: 3 clusters Score -3.446242e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282166 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -34462460.000000 Penalty: 6226.021973
	Iteration 22Q: 3 clusters Score -3.446246e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282180 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -34462472.000000 Penalty: 6226.021973
	Iteration 23Q: 3 clusters Score -3.446247e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282194 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -34462476.000000 Penalty: 6226.021973
	Iteration 24Q: 3 clusters Score -3.446248e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282202 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -34462488.000000 Penalty: 6226.021973
	Iteration 25Q: 3 clusters Score -3.446249e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282219 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -34462512.000000 Penalty: 6226.021973
	Iteration 26Q: 3 clusters Score -3.446251e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282226 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -34462524.000000 Penalty: 6226.021973
	Iteration 27Q: 3 clusters Score -3.446252e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282228 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -34462524.000000 Penalty: 6226.021973
	Iteration 28Q: 3 clusters Score -3.446252e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282226 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -34462508.000000 Penalty: 6226.021973
	Iteration 29Q: 3 clusters Score -3.446251e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282224 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -34462504.000000 Penalty: 6226.021973
	Iteration 30Q: 3 clusters Score -3.44625e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282225 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -34462520.000000 Penalty: 6226.021973
	Iteration 31Q: 3 clusters Score -3.446252e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282228 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -34462512.000000 Penalty: 6226.021973
	Iteration 32Q: 3 clusters Score -3.446251e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282232 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -34462524.000000 Penalty: 6226.021973
	Iteration 33Q: 3 clusters Score -3.446252e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282236 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -34462532.000000 Penalty: 6226.021973
	Iteration 34Q: 3 clusters Score -3.446253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282236 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -34462528.000000 Penalty: 6226.021973
	Iteration 35Q: 3 clusters Score -3.446253e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282235 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -34462548.000000 Penalty: 6226.021973
	Iteration 36Q: 3 clusters Score -3.446255e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282237 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -34462540.000000 Penalty: 6226.021973
	Iteration 37Q: 3 clusters Score -3.446254e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282240 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -34462564.000000 Penalty: 6226.021973
	Iteration 38Q: 3 clusters Score -3.446256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282240 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -34462568.000000 Penalty: 6226.021973
	Iteration 39Q: 3 clusters Score -3.446257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282241 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -34462556.000000 Penalty: 6226.021973
	Iteration 40F: 3 clusters Score -3.446256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282242 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -34462560.000000 Penalty: 6226.021973
	Iteration 41Q: 3 clusters Score -3.446256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282243 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -34462552.000000 Penalty: 6226.021973
	Iteration 42Q: 3 clusters Score -3.446255e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282245 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -34462552.000000 Penalty: 6226.021973
	Iteration 43Q: 3 clusters Score -3.446255e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282245 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -34462564.000000 Penalty: 6226.021973
	Iteration 44Q: 3 clusters Score -3.446256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282245 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -34462552.000000 Penalty: 6226.021973
	Iteration 45Q: 3 clusters Score -3.446255e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282245 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -34462552.000000 Penalty: 6226.021973
	Iteration 46F: 3 clusters Score -3.446255e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (16019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Entering Unmasked Estep 
Score: -1924760.250000 Penalty: 2401.019775
	Iteration 0F: 2 clusters Score -1924760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1913151.125000 Penalty: 4802.039551
	Iteration 0F: 3 clusters Score -1913151 nChanged 6940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1916950.125000 Penalty: 4802.039551
	Iteration 1F: 3 clusters Score -1916950 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1917327.250000 Penalty: 4802.039551
	Iteration 2F: 3 clusters Score -1917327 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1917730.500000 Penalty: 4802.039551
	Iteration 3F: 3 clusters Score -1917730 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1918181.375000 Penalty: 4802.039551
	Iteration 4Q: 3 clusters Score -1918181 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1918652.250000 Penalty: 4802.039551
	Iteration 5Q: 3 clusters Score -1918652 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1919157.000000 Penalty: 4802.039551
	Iteration 6Q: 3 clusters Score -1919157 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1919745.000000 Penalty: 4802.039551
	Iteration 7Q: 3 clusters Score -1919745 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1920315.125000 Penalty: 4802.039551
	Iteration 8Q: 3 clusters Score -1920315 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1920864.750000 Penalty: 4802.039551
	Iteration 9Q: 3 clusters Score -1920865 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -1921335.875000 Penalty: 4802.039551
	Iteration 10Q: 3 clusters Score -1921336 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1921712.125000 Penalty: 4802.039551
	Iteration 11Q: 3 clusters Score -1921712 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -1921993.250000 Penalty: 4802.039551
	Iteration 12Q: 3 clusters Score -1921993 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -1922195.750000 Penalty: 4802.039551
	Iteration 13Q: 3 clusters Score -1922196 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -1922321.125000 Penalty: 4802.039551
	Iteration 14Q: 3 clusters Score -1922321 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -1922416.875000 Penalty: 4802.039551
	Iteration 15Q: 3 clusters Score -1922417 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -1922496.125000 Penalty: 4802.039551
	Iteration 16Q: 3 clusters Score -1922496 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -1922546.500000 Penalty: 4802.039551
	Iteration 17Q: 3 clusters Score -1922546 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -1922578.000000 Penalty: 4802.039551
	Iteration 18Q: 3 clusters Score -1922578 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -1922617.625000 Penalty: 4802.039551
	Iteration 19Q: 3 clusters Score -1922618 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -1922642.250000 Penalty: 4802.039551
	Iteration 20F: 3 clusters Score -1922642 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -1922657.500000 Penalty: 4802.039551
	Iteration 21Q: 3 clusters Score -1922658 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -1922674.500000 Penalty: 4802.039551
	Iteration 22Q: 3 clusters Score -1922674 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -1922694.500000 Penalty: 4802.039551
	Iteration 23Q: 3 clusters Score -1922694 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -1922719.875000 Penalty: 4802.039551
	Iteration 24Q: 3 clusters Score -1922720 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -1922732.750000 Penalty: 4802.039551
	Iteration 25Q: 3 clusters Score -1922733 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -1922750.875000 Penalty: 4802.039551
	Iteration 26Q: 3 clusters Score -1922751 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -1922765.125000 Penalty: 4802.039551
	Iteration 27Q: 3 clusters Score -1922765 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -1922778.500000 Penalty: 4802.039551
	Iteration 28Q: 3 clusters Score -1922778 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -1922790.125000 Penalty: 4802.039551
	Iteration 29Q: 3 clusters Score -1922790 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -1922805.500000 Penalty: 4802.039551
	Iteration 30Q: 3 clusters Score -1922806 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -1922819.875000 Penalty: 4802.039551
	Iteration 31Q: 3 clusters Score -1922820 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -1922833.125000 Penalty: 4802.039551
	Iteration 32Q: 3 clusters Score -1922833 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -1922836.625000 Penalty: 4802.039551
	Iteration 33Q: 3 clusters Score -1922837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -1922845.625000 Penalty: 4802.039551
	Iteration 34Q: 3 clusters Score -1922846 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -1922848.875000 Penalty: 4802.039551
	Iteration 35Q: 3 clusters Score -1922849 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -1922852.000000 Penalty: 4802.039551
	Iteration 36Q: 3 clusters Score -1922852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -1922861.625000 Penalty: 4802.039551
	Iteration 37Q: 3 clusters Score -1922862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -1922865.750000 Penalty: 4802.039551
	Iteration 38Q: 3 clusters Score -1922866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -1922868.125000 Penalty: 4802.039551
	Iteration 39Q: 3 clusters Score -1922868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -1922867.875000 Penalty: 4802.039551
	Iteration 40F: 3 clusters Score -1922868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -1922873.000000 Penalty: 4802.039551
	Iteration 41Q: 3 clusters Score -1922873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -1922873.125000 Penalty: 4802.039551
	Iteration 42Q: 3 clusters Score -1922873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -1922872.375000 Penalty: 4802.039551
	Iteration 43Q: 3 clusters Score -1922872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -1922872.375000 Penalty: 4802.039551
	Iteration 44F: 3 clusters Score -1922872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (21811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Entering Unmasked Estep 
Score: -2563872.500000 Penalty: 2477.562012
	Iteration 0F: 2 clusters Score -2563872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -2548695.000000 Penalty: 4955.124023
	Iteration 0F: 3 clusters Score -2548695 nChanged 9669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -2553914.750000 Penalty: 4955.124023
	Iteration 1F: 3 clusters Score -2553915 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -2554357.000000 Penalty: 4955.124023
	Iteration 2F: 3 clusters Score -2554357 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -2554693.500000 Penalty: 4955.124023
	Iteration 3Q: 3 clusters Score -2554694 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -2555059.750000 Penalty: 4955.124023
	Iteration 4Q: 3 clusters Score -2555060 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -2555463.750000 Penalty: 4955.124023
	Iteration 5Q: 3 clusters Score -2555464 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -2555917.750000 Penalty: 4955.124023
	Iteration 6Q: 3 clusters Score -2555918 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -2556421.250000 Penalty: 4955.124023
	Iteration 7Q: 3 clusters Score -2556421 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -2557002.500000 Penalty: 4955.124023
	Iteration 8Q: 3 clusters Score -2557002 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -2557627.250000 Penalty: 4955.124023
	Iteration 9F: 3 clusters Score -2557627 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -2558287.500000 Penalty: 4955.124023
	Iteration 10Q: 3 clusters Score -2558288 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -2558972.250000 Penalty: 4955.124023
	Iteration 11Q: 3 clusters Score -2558972 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -2559568.000000 Penalty: 4955.124023
	Iteration 12Q: 3 clusters Score -2559568 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -2560053.000000 Penalty: 4955.124023
	Iteration 13Q: 3 clusters Score -2560053 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -2560468.250000 Penalty: 4955.124023
	Iteration 14Q: 3 clusters Score -2560468 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -2560821.250000 Penalty: 4955.124023
	Iteration 15Q: 3 clusters Score -2560821 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -2561089.750000 Penalty: 4955.124023
	Iteration 16Q: 3 clusters Score -2561090 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2561291.000000 Penalty: 4955.124023
	Iteration 17Q: 3 clusters Score -2561291 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2561447.000000 Penalty: 4955.124023
	Iteration 18Q: 3 clusters Score -2561447 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2561570.750000 Penalty: 4955.124023
	Iteration 19Q: 3 clusters Score -2561571 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2561653.500000 Penalty: 4955.124023
	Iteration 20F: 3 clusters Score -2561654 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2561745.000000 Penalty: 4955.124023
	Iteration 21Q: 3 clusters Score -2561745 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2561799.250000 Penalty: 4955.124023
	Iteration 22Q: 3 clusters Score -2561799 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2561860.000000 Penalty: 4955.124023
	Iteration 23Q: 3 clusters Score -2561860 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2561908.000000 Penalty: 4955.124023
	Iteration 24Q: 3 clusters Score -2561908 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2561934.000000 Penalty: 4955.124023
	Iteration 25Q: 3 clusters Score -2561934 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2561951.750000 Penalty: 4955.124023
	Iteration 26Q: 3 clusters Score -2561952 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2561955.750000 Penalty: 4955.124023
	Iteration 27Q: 3 clusters Score -2561956 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2561973.750000 Penalty: 4955.124023
	Iteration 28Q: 3 clusters Score -2561974 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2561982.250000 Penalty: 4955.124023
	Iteration 29Q: 3 clusters Score -2561982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2561988.750000 Penalty: 4955.124023
	Iteration 30Q: 3 clusters Score -2561989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2561994.000000 Penalty: 4955.124023
	Iteration 31Q: 3 clusters Score -2561994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2561993.750000 Penalty: 4955.124023
	Iteration 32Q: 3 clusters Score -2561994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2561996.000000 Penalty: 4955.124023
	Iteration 33Q: 3 clusters Score -2561996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2561995.000000 Penalty: 4955.124023
	Iteration 34Q: 3 clusters Score -2561995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2561995.000000 Penalty: 4955.124023
	Iteration 35Q: 3 clusters Score -2561995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2561993.000000 Penalty: 4955.124023
	Iteration 36Q: 3 clusters Score -2561993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2561992.250000 Penalty: 4955.124023
	Iteration 37Q: 3 clusters Score -2561992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2561993.750000 Penalty: 4955.124023
	Iteration 38Q: 3 clusters Score -2561994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2561993.750000 Penalty: 4955.124023
	Iteration 39F: 3 clusters Score -2561994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Entering Unmasked Estep 
Score: -1959208.625000 Penalty: 2409.720703
	Iteration 0F: 2 clusters Score -1959209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1947314.750000 Penalty: 4819.441406
	Iteration 0F: 3 clusters Score -1947315 nChanged 7296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1951412.125000 Penalty: 4819.441406
	Iteration 1F: 3 clusters Score -1951412 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1952275.625000 Penalty: 4819.441406
	Iteration 2F: 3 clusters Score -1952276 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1953408.250000 Penalty: 4819.441406
	Iteration 3F: 3 clusters Score -1953408 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1954638.250000 Penalty: 4819.441406
	Iteration 4F: 3 clusters Score -1954638 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1955596.250000 Penalty: 4819.441406
	Iteration 5F: 3 clusters Score -1955596 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1956183.250000 Penalty: 4819.441406
	Iteration 6F: 3 clusters Score -1956183 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1956540.500000 Penalty: 4819.441406
	Iteration 7Q: 3 clusters Score -1956540 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1956784.875000 Penalty: 4819.441406
	Iteration 8Q: 3 clusters Score -1956785 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1956967.875000 Penalty: 4819.441406
	Iteration 9Q: 3 clusters Score -1956968 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1957116.500000 Penalty: 4819.441406
	Iteration 10Q: 3 clusters Score -1957116 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1957251.000000 Penalty: 4819.441406
	Iteration 11Q: 3 clusters Score -1957251 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1957347.250000 Penalty: 4819.441406
	Iteration 12Q: 3 clusters Score -1957347 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1957425.750000 Penalty: 4819.441406
	Iteration 13Q: 3 clusters Score -1957426 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1957490.625000 Penalty: 4819.441406
	Iteration 14Q: 3 clusters Score -1957491 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1957527.625000 Penalty: 4819.441406
	Iteration 15Q: 3 clusters Score -1957528 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1957557.375000 Penalty: 4819.441406
	Iteration 16Q: 3 clusters Score -1957557 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1957585.000000 Penalty: 4819.441406
	Iteration 17Q: 3 clusters Score -1957585 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1957610.375000 Penalty: 4819.441406
	Iteration 18Q: 3 clusters Score -1957610 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1957621.125000 Penalty: 4819.441406
	Iteration 19Q: 3 clusters Score -1957621 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1957636.375000 Penalty: 4819.441406
	Iteration 20F: 3 clusters Score -1957636 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1957644.250000 Penalty: 4819.441406
	Iteration 21Q: 3 clusters Score -1957644 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1957647.500000 Penalty: 4819.441406
	Iteration 22Q: 3 clusters Score -1957648 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1957658.625000 Penalty: 4819.441406
	Iteration 23Q: 3 clusters Score -1957659 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1957673.125000 Penalty: 4819.441406
	Iteration 24Q: 3 clusters Score -1957673 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1957683.500000 Penalty: 4819.441406
	Iteration 25Q: 3 clusters Score -1957684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1957691.125000 Penalty: 4819.441406
	Iteration 26Q: 3 clusters Score -1957691 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1957694.500000 Penalty: 4819.441406
	Iteration 27Q: 3 clusters Score -1957694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1957693.625000 Penalty: 4819.441406
	Iteration 28Q: 3 clusters Score -1957694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1957695.375000 Penalty: 4819.441406
	Iteration 29Q: 3 clusters Score -1957695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1957693.625000 Penalty: 4819.441406
	Iteration 30Q: 3 clusters Score -1957694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1957693.625000 Penalty: 4819.441406
	Iteration 31F: 3 clusters Score -1957694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Entering Unmasked Estep 
Score: -1221959.375000 Penalty: 2297.700928
	Iteration 0F: 2 clusters Score -1221959 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 5321 members 
Entering Unmasked Estep 
Score: -1213983.375000 Penalty: 4595.401855
	Iteration 0F: 3 clusters Score -1213983 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1216411.375000 Penalty: 4595.401855
	Iteration 1F: 3 clusters Score -1216411 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1216853.250000 Penalty: 4595.401855
	Iteration 2F: 3 clusters Score -1216853 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1217205.000000 Penalty: 4595.401855
	Iteration 3F: 3 clusters Score -1217205 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1217484.000000 Penalty: 4595.401855
	Iteration 4F: 3 clusters Score -1217484 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1217746.000000 Penalty: 4595.401855
	Iteration 5Q: 3 clusters Score -1217746 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1218018.000000 Penalty: 4595.401855
	Iteration 6Q: 3 clusters Score -1218018 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1218262.500000 Penalty: 4595.401855
	Iteration 7Q: 3 clusters Score -1218262 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1218534.375000 Penalty: 4595.401855
	Iteration 8Q: 3 clusters Score -1218534 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1218789.250000 Penalty: 4595.401855
	Iteration 9Q: 3 clusters Score -1218789 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1218997.500000 Penalty: 4595.401855
	Iteration 10Q: 3 clusters Score -1218998 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1219203.250000 Penalty: 4595.401855
	Iteration 11Q: 3 clusters Score -1219203 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1219400.250000 Penalty: 4595.401855
	Iteration 12Q: 3 clusters Score -1219400 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1219549.250000 Penalty: 4595.401855
	Iteration 13Q: 3 clusters Score -1219549 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1219663.375000 Penalty: 4595.401855
	Iteration 14Q: 3 clusters Score -1219663 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1219773.875000 Penalty: 4595.401855
	Iteration 15Q: 3 clusters Score -1219774 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1219863.125000 Penalty: 4595.401855
	Iteration 16Q: 3 clusters Score -1219863 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1219910.750000 Penalty: 4595.401855
	Iteration 17Q: 3 clusters Score -1219911 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1219952.625000 Penalty: 4595.401855
	Iteration 18Q: 3 clusters Score -1219953 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1219987.125000 Penalty: 4595.401855
	Iteration 19Q: 3 clusters Score -1219987 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1220013.750000 Penalty: 4595.401855
	Iteration 20F: 3 clusters Score -1220014 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1220046.625000 Penalty: 4595.401855
	Iteration 21Q: 3 clusters Score -1220047 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1220069.000000 Penalty: 4595.401855
	Iteration 22Q: 3 clusters Score -1220069 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1220091.375000 Penalty: 4595.401855
	Iteration 23Q: 3 clusters Score -1220091 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1220111.000000 Penalty: 4595.401855
	Iteration 24Q: 3 clusters Score -1220111 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1220118.375000 Penalty: 4595.401855
	Iteration 25Q: 3 clusters Score -1220118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1220126.125000 Penalty: 4595.401855
	Iteration 26Q: 3 clusters Score -1220126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1220129.875000 Penalty: 4595.401855
	Iteration 27Q: 3 clusters Score -1220130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1220135.625000 Penalty: 4595.401855
	Iteration 28Q: 3 clusters Score -1220136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1220138.875000 Penalty: 4595.401855
	Iteration 29Q: 3 clusters Score -1220139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1220144.000000 Penalty: 4595.401855
	Iteration 30Q: 3 clusters Score -1220144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1220149.625000 Penalty: 4595.401855
	Iteration 31Q: 3 clusters Score -1220150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1220152.750000 Penalty: 4595.401855
	Iteration 32Q: 3 clusters Score -1220153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1220156.875000 Penalty: 4595.401855
	Iteration 33Q: 3 clusters Score -1220157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1220161.125000 Penalty: 4595.401855
	Iteration 34Q: 3 clusters Score -1220161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1220161.000000 Penalty: 4595.401855
	Iteration 35Q: 3 clusters Score -1220161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1220161.000000 Penalty: 4595.401855
	Iteration 36F: 3 clusters Score -1220161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Entering Unmasked Estep 
Score: -715888.375000 Penalty: 2173.833496
	Iteration 0F: 2 clusters Score -715888.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -710490.750000 Penalty: 4347.666992
	Iteration 0F: 3 clusters Score -710490.8 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -711963.687500 Penalty: 4347.666992
	Iteration 1F: 3 clusters Score -711963.7 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -712276.312500 Penalty: 4347.666992
	Iteration 2F: 3 clusters Score -712276.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -712494.875000 Penalty: 4347.666992
	Iteration 3F: 3 clusters Score -712494.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -712682.500000 Penalty: 4347.666992
	Iteration 4Q: 3 clusters Score -712682.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -712843.625000 Penalty: 4347.666992
	Iteration 5Q: 3 clusters Score -712843.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -712980.375000 Penalty: 4347.666992
	Iteration 6Q: 3 clusters Score -712980.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -713096.875000 Penalty: 4347.666992
	Iteration 7Q: 3 clusters Score -713096.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -713194.125000 Penalty: 4347.666992
	Iteration 8Q: 3 clusters Score -713194.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -713292.500000 Penalty: 4347.666992
	Iteration 9Q: 3 clusters Score -713292.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -713389.125000 Penalty: 4347.666992
	Iteration 10Q: 3 clusters Score -713389.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -713493.875000 Penalty: 4347.666992
	Iteration 11Q: 3 clusters Score -713493.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -713589.625000 Penalty: 4347.666992
	Iteration 12Q: 3 clusters Score -713589.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -713666.375000 Penalty: 4347.666992
	Iteration 13Q: 3 clusters Score -713666.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -713738.250000 Penalty: 4347.666992
	Iteration 14Q: 3 clusters Score -713738.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -713813.812500 Penalty: 4347.666992
	Iteration 15Q: 3 clusters Score -713813.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -713904.625000 Penalty: 4347.666992
	Iteration 16Q: 3 clusters Score -713904.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -714007.375000 Penalty: 4347.666992
	Iteration 17Q: 3 clusters Score -714007.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -714135.062500 Penalty: 4347.666992
	Iteration 18Q: 3 clusters Score -714135.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -714246.687500 Penalty: 4347.666992
	Iteration 19Q: 3 clusters Score -714246.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -714363.625000 Penalty: 4347.666992
	Iteration 20F: 3 clusters Score -714363.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -714490.875000 Penalty: 4347.666992
	Iteration 21Q: 3 clusters Score -714490.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -714612.437500 Penalty: 4347.666992
	Iteration 22Q: 3 clusters Score -714612.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -714710.625000 Penalty: 4347.666992
	Iteration 23Q: 3 clusters Score -714710.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -714782.125000 Penalty: 4347.666992
	Iteration 24Q: 3 clusters Score -714782.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -714834.312500 Penalty: 4347.666992
	Iteration 25Q: 3 clusters Score -714834.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -714868.000000 Penalty: 4347.666992
	Iteration 26Q: 3 clusters Score -714868 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -714891.375000 Penalty: 4347.666992
	Iteration 27Q: 3 clusters Score -714891.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -714905.000000 Penalty: 4347.666992
	Iteration 28Q: 3 clusters Score -714905 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -714917.000000 Penalty: 4347.666992
	Iteration 29Q: 3 clusters Score -714917 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -714924.250000 Penalty: 4347.666992
	Iteration 30Q: 3 clusters Score -714924.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -714930.125000 Penalty: 4347.666992
	Iteration 31Q: 3 clusters Score -714930.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -714932.000000 Penalty: 4347.666992
	Iteration 32Q: 3 clusters Score -714932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -714933.562500 Penalty: 4347.666992
	Iteration 33Q: 3 clusters Score -714933.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -714934.125000 Penalty: 4347.666992
	Iteration 34Q: 3 clusters Score -714934.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -714936.562500 Penalty: 4347.666992
	Iteration 35Q: 3 clusters Score -714936.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -714938.687500 Penalty: 4347.666992
	Iteration 36Q: 3 clusters Score -714938.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -714938.750000 Penalty: 4347.666992
	Iteration 37Q: 3 clusters Score -714938.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -714941.750000 Penalty: 4347.666992
	Iteration 38Q: 3 clusters Score -714941.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -714942.000000 Penalty: 4347.666992
	Iteration 39Q: 3 clusters Score -714942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -714940.750000 Penalty: 4347.666992
	Iteration 40F: 3 clusters Score -714940.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (38004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38004 members 
Entering Unmasked Estep 
Score: -4268731.000000 Penalty: 2615.270752
	Iteration 0F: 2 clusters Score -4268731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -4242851.500000 Penalty: 5230.541504
	Iteration 0F: 3 clusters Score -4242852 nChanged 17241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -4252745.000000 Penalty: 5230.541504
	Iteration 1F: 3 clusters Score -4252745 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -4253714.500000 Penalty: 5230.541504
	Iteration 2F: 3 clusters Score -4253714 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -4254921.500000 Penalty: 5230.541504
	Iteration 3F: 3 clusters Score -4254922 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -4256380.000000 Penalty: 5230.541504
	Iteration 4F: 3 clusters Score -4256380 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -4257905.500000 Penalty: 5230.541504
	Iteration 5F: 3 clusters Score -4257906 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 26078 members 
Entering Unmasked Estep 
Score: -4259518.500000 Penalty: 5230.541504
	Iteration 6F: 3 clusters Score -4259518 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -4261099.000000 Penalty: 5230.541504
	Iteration 7F: 3 clusters Score -4261099 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 29790 members 
Entering Unmasked Estep 
Score: -4262585.000000 Penalty: 5230.541504
	Iteration 8F: 3 clusters Score -4262585 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 31481 members 
Entering Unmasked Estep 
Score: -4263856.000000 Penalty: 5230.541504
	Iteration 9Q: 3 clusters Score -4263856 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -4264830.500000 Penalty: 5230.541504
	Iteration 10Q: 3 clusters Score -4264830 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 33990 members 
Entering Unmasked Estep 
Score: -4265649.000000 Penalty: 5230.541504
	Iteration 11Q: 3 clusters Score -4265649 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 34813 members 
Entering Unmasked Estep 
Score: -4266280.000000 Penalty: 5230.541504
	Iteration 12Q: 3 clusters Score -4266280 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 35418 members 
Entering Unmasked Estep 
Score: -4266735.000000 Penalty: 5230.541504
	Iteration 13Q: 3 clusters Score -4266735 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 35836 members 
Entering Unmasked Estep 
Score: -4267054.000000 Penalty: 5230.541504
	Iteration 14Q: 3 clusters Score -4267054 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -4267224.000000 Penalty: 5230.541504
	Iteration 15Q: 3 clusters Score -4267224 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 36332 members 
Entering Unmasked Estep 
Score: -4267381.500000 Penalty: 5230.541504
	Iteration 16Q: 3 clusters Score -4267382 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 36457 members 
Entering Unmasked Estep 
Score: -4267450.500000 Penalty: 5230.541504
	Iteration 17Q: 3 clusters Score -4267450 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 36536 members 
Entering Unmasked Estep 
Score: -4267514.000000 Penalty: 5230.541504
	Iteration 18Q: 3 clusters Score -4267514 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 36599 members 
Entering Unmasked Estep 
Score: -4267559.000000 Penalty: 5230.541504
	Iteration 19Q: 3 clusters Score -4267559 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 36635 members 
Entering Unmasked Estep 
Score: -4267607.500000 Penalty: 5230.541504
	Iteration 20F: 3 clusters Score -4267608 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 36667 members 
Entering Unmasked Estep 
Score: -4267635.000000 Penalty: 5230.541504
	Iteration 21Q: 3 clusters Score -4267635 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 36689 members 
Entering Unmasked Estep 
Score: -4267644.000000 Penalty: 5230.541504
	Iteration 22Q: 3 clusters Score -4267644 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 36703 members 
Entering Unmasked Estep 
Score: -4267649.000000 Penalty: 5230.541504
	Iteration 23Q: 3 clusters Score -4267649 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 36719 members 
Entering Unmasked Estep 
Score: -4267658.500000 Penalty: 5230.541504
	Iteration 24Q: 3 clusters Score -4267658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 36732 members 
Entering Unmasked Estep 
Score: -4267669.500000 Penalty: 5230.541504
	Iteration 25Q: 3 clusters Score -4267670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 36741 members 
Entering Unmasked Estep 
Score: -4267681.500000 Penalty: 5230.541504
	Iteration 26Q: 3 clusters Score -4267682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
Score: -4267690.000000 Penalty: 5230.541504
	Iteration 27Q: 3 clusters Score -4267690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 36760 members 
Entering Unmasked Estep 
Score: -4267690.000000 Penalty: 5230.541504
	Iteration 28Q: 3 clusters Score -4267690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 36767 members 
Entering Unmasked Estep 
Score: -4267693.000000 Penalty: 5230.541504
	Iteration 29Q: 3 clusters Score -4267693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 36773 members 
Entering Unmasked Estep 
Score: -4267690.000000 Penalty: 5230.541504
	Iteration 30Q: 3 clusters Score -4267690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 36777 members 
Entering Unmasked Estep 
Score: -4267685.500000 Penalty: 5230.541504
	Iteration 31Q: 3 clusters Score -4267686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 36779 members 
Entering Unmasked Estep 
Score: -4267693.000000 Penalty: 5230.541504
	Iteration 32Q: 3 clusters Score -4267693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 36781 members 
Entering Unmasked Estep 
Score: -4267690.500000 Penalty: 5230.541504
	Iteration 33Q: 3 clusters Score -4267690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 36783 members 
Entering Unmasked Estep 
Score: -4267692.000000 Penalty: 5230.541504
	Iteration 34Q: 3 clusters Score -4267692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 36785 members 
Entering Unmasked Estep 
Score: -4267693.000000 Penalty: 5230.541504
	Iteration 35Q: 3 clusters Score -4267693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 36785 members 
Entering Unmasked Estep 
Score: -4267692.000000 Penalty: 5230.541504
	Iteration 36Q: 3 clusters Score -4267692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 36786 members 
Entering Unmasked Estep 
Score: -4267696.000000 Penalty: 5230.541504
	Iteration 37Q: 3 clusters Score -4267696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 36787 members 
Entering Unmasked Estep 
Score: -4267696.500000 Penalty: 5230.541504
	Iteration 38Q: 3 clusters Score -4267696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 36790 members 
Entering Unmasked Estep 
Score: -4267697.000000 Penalty: 5230.541504
	Iteration 39Q: 3 clusters Score -4267697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 36791 members 
Entering Unmasked Estep 
Score: -4267698.500000 Penalty: 5230.541504
	Iteration 40F: 3 clusters Score -4267698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Entering Unmasked Estep 
Score: -333243.062500 Penalty: 1977.427979
	Iteration 0F: 2 clusters Score -333243.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -329993.843750 Penalty: 3954.855957
	Iteration 0F: 3 clusters Score -329993.8 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -330641.687500 Penalty: 3954.855957
	Iteration 1F: 3 clusters Score -330641.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -330816.656250 Penalty: 3954.855957
	Iteration 2F: 3 clusters Score -330816.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -330932.125000 Penalty: 3954.855957
	Iteration 3Q: 3 clusters Score -330932.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -330997.843750 Penalty: 3954.855957
	Iteration 4Q: 3 clusters Score -330997.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -331040.406250 Penalty: 3954.855957
	Iteration 5Q: 3 clusters Score -331040.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -331076.156250 Penalty: 3954.855957
	Iteration 6Q: 3 clusters Score -331076.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -331105.906250 Penalty: 3954.855957
	Iteration 7Q: 3 clusters Score -331105.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -331140.187500 Penalty: 3954.855957
	Iteration 8Q: 3 clusters Score -331140.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -331164.343750 Penalty: 3954.855957
	Iteration 9Q: 3 clusters Score -331164.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -331187.250000 Penalty: 3954.855957
	Iteration 10Q: 3 clusters Score -331187.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -331212.468750 Penalty: 3954.855957
	Iteration 11Q: 3 clusters Score -331212.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -331233.906250 Penalty: 3954.855957
	Iteration 12Q: 3 clusters Score -331233.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -331252.000000 Penalty: 3954.855957
	Iteration 13Q: 3 clusters Score -331252 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -331275.562500 Penalty: 3954.855957
	Iteration 14Q: 3 clusters Score -331275.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -331292.375000 Penalty: 3954.855957
	Iteration 15Q: 3 clusters Score -331292.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -331303.218750 Penalty: 3954.855957
	Iteration 16Q: 3 clusters Score -331303.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -331308.187500 Penalty: 3954.855957
	Iteration 17Q: 3 clusters Score -331308.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -331313.406250 Penalty: 3954.855957
	Iteration 18Q: 3 clusters Score -331313.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -331319.312500 Penalty: 3954.855957
	Iteration 19Q: 3 clusters Score -331319.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -331324.343750 Penalty: 3954.855957
	Iteration 20F: 3 clusters Score -331324.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -331327.562500 Penalty: 3954.855957
	Iteration 21Q: 3 clusters Score -331327.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -331334.562500 Penalty: 3954.855957
	Iteration 22Q: 3 clusters Score -331334.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -331340.437500 Penalty: 3954.855957
	Iteration 23Q: 3 clusters Score -331340.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -331344.312500 Penalty: 3954.855957
	Iteration 24Q: 3 clusters Score -331344.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -331348.062500 Penalty: 3954.855957
	Iteration 25Q: 3 clusters Score -331348.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -331352.500000 Penalty: 3954.855957
	Iteration 26Q: 3 clusters Score -331352.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -331355.718750 Penalty: 3954.855957
	Iteration 27Q: 3 clusters Score -331355.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -331358.937500 Penalty: 3954.855957
	Iteration 28Q: 3 clusters Score -331358.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -331359.843750 Penalty: 3954.855957
	Iteration 29Q: 3 clusters Score -331359.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -331361.562500 Penalty: 3954.855957
	Iteration 30Q: 3 clusters Score -331361.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -331362.281250 Penalty: 3954.855957
	Iteration 31Q: 3 clusters Score -331362.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -331364.468750 Penalty: 3954.855957
	Iteration 32Q: 3 clusters Score -331364.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -331365.875000 Penalty: 3954.855957
	Iteration 33Q: 3 clusters Score -331365.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -331374.875000 Penalty: 3954.855957
	Iteration 34Q: 3 clusters Score -331374.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -331380.937500 Penalty: 3954.855957
	Iteration 35Q: 3 clusters Score -331380.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -331387.812500 Penalty: 3954.855957
	Iteration 36Q: 3 clusters Score -331387.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -331390.937500 Penalty: 3954.855957
	Iteration 37Q: 3 clusters Score -331390.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -331392.468750 Penalty: 3954.855957
	Iteration 38Q: 3 clusters Score -331392.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -331393.906250 Penalty: 3954.855957
	Iteration 39Q: 3 clusters Score -331393.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -331395.781250 Penalty: 3954.855957
	Iteration 40F: 3 clusters Score -331395.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -331400.468750 Penalty: 3954.855957
	Iteration 41Q: 3 clusters Score -331400.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -331406.781250 Penalty: 3954.855957
	Iteration 42Q: 3 clusters Score -331406.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -331411.968750 Penalty: 3954.855957
	Iteration 43Q: 3 clusters Score -331412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -331414.468750 Penalty: 3954.855957
	Iteration 44Q: 3 clusters Score -331414.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -331415.906250 Penalty: 3954.855957
	Iteration 45Q: 3 clusters Score -331415.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -331417.093750 Penalty: 3954.855957
	Iteration 46Q: 3 clusters Score -331417.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -331417.500000 Penalty: 3954.855957
	Iteration 47Q: 3 clusters Score -331417.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -331418.718750 Penalty: 3954.855957
	Iteration 48Q: 3 clusters Score -331418.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -331420.500000 Penalty: 3954.855957
	Iteration 49Q: 3 clusters Score -331420.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -331422.281250 Penalty: 3954.855957
	Iteration 50Q: 3 clusters Score -331422.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -331422.843750 Penalty: 3954.855957
	Iteration 51Q: 3 clusters Score -331422.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -331422.843750 Penalty: 3954.855957
	Iteration 52F: 3 clusters Score -331422.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Entering Unmasked Estep 
Score: -1172457.625000 Penalty: 2285.992920
	Iteration 0F: 2 clusters Score -1172458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1164776.875000 Penalty: 4571.985840
	Iteration 0F: 3 clusters Score -1164777 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1167234.750000 Penalty: 4571.985840
	Iteration 1F: 3 clusters Score -1167235 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1167735.500000 Penalty: 4571.985840
	Iteration 2F: 3 clusters Score -1167736 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1168080.875000 Penalty: 4571.985840
	Iteration 3F: 3 clusters Score -1168081 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1168393.375000 Penalty: 4571.985840
	Iteration 4F: 3 clusters Score -1168393 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1168671.375000 Penalty: 4571.985840
	Iteration 5Q: 3 clusters Score -1168671 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1168932.875000 Penalty: 4571.985840
	Iteration 6Q: 3 clusters Score -1168933 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1169212.750000 Penalty: 4571.985840
	Iteration 7Q: 3 clusters Score -1169213 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1169459.875000 Penalty: 4571.985840
	Iteration 8Q: 3 clusters Score -1169460 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1169662.000000 Penalty: 4571.985840
	Iteration 9Q: 3 clusters Score -1169662 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1169801.125000 Penalty: 4571.985840
	Iteration 10Q: 3 clusters Score -1169801 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1169897.625000 Penalty: 4571.985840
	Iteration 11Q: 3 clusters Score -1169898 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1169980.250000 Penalty: 4571.985840
	Iteration 12Q: 3 clusters Score -1169980 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1170030.000000 Penalty: 4571.985840
	Iteration 13Q: 3 clusters Score -1170030 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1170076.625000 Penalty: 4571.985840
	Iteration 14Q: 3 clusters Score -1170077 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1170115.250000 Penalty: 4571.985840
	Iteration 15Q: 3 clusters Score -1170115 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1170148.750000 Penalty: 4571.985840
	Iteration 16Q: 3 clusters Score -1170149 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1170183.000000 Penalty: 4571.985840
	Iteration 17Q: 3 clusters Score -1170183 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1170223.875000 Penalty: 4571.985840
	Iteration 18Q: 3 clusters Score -1170224 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1170249.250000 Penalty: 4571.985840
	Iteration 19Q: 3 clusters Score -1170249 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1170270.750000 Penalty: 4571.985840
	Iteration 20F: 3 clusters Score -1170271 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1170293.000000 Penalty: 4571.985840
	Iteration 21Q: 3 clusters Score -1170293 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1170311.000000 Penalty: 4571.985840
	Iteration 22Q: 3 clusters Score -1170311 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1170332.125000 Penalty: 4571.985840
	Iteration 23Q: 3 clusters Score -1170332 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1170345.250000 Penalty: 4571.985840
	Iteration 24Q: 3 clusters Score -1170345 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1170364.500000 Penalty: 4571.985840
	Iteration 25Q: 3 clusters Score -1170364 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1170377.250000 Penalty: 4571.985840
	Iteration 26Q: 3 clusters Score -1170377 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1170391.000000 Penalty: 4571.985840
	Iteration 27Q: 3 clusters Score -1170391 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1170397.125000 Penalty: 4571.985840
	Iteration 28Q: 3 clusters Score -1170397 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1170411.500000 Penalty: 4571.985840
	Iteration 29Q: 3 clusters Score -1170412 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1170424.750000 Penalty: 4571.985840
	Iteration 30Q: 3 clusters Score -1170425 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1170435.000000 Penalty: 4571.985840
	Iteration 31Q: 3 clusters Score -1170435 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1170442.375000 Penalty: 4571.985840
	Iteration 32Q: 3 clusters Score -1170442 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1170452.625000 Penalty: 4571.985840
	Iteration 33Q: 3 clusters Score -1170453 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1170460.375000 Penalty: 4571.985840
	Iteration 34Q: 3 clusters Score -1170460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1170466.125000 Penalty: 4571.985840
	Iteration 35Q: 3 clusters Score -1170466 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1170470.000000 Penalty: 4571.985840
	Iteration 36Q: 3 clusters Score -1170470 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1170477.250000 Penalty: 4571.985840
	Iteration 37Q: 3 clusters Score -1170477 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1170484.250000 Penalty: 4571.985840
	Iteration 38Q: 3 clusters Score -1170484 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1170493.375000 Penalty: 4571.985840
	Iteration 39Q: 3 clusters Score -1170493 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1170494.875000 Penalty: 4571.985840
	Iteration 40F: 3 clusters Score -1170495 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1170503.000000 Penalty: 4571.985840
	Iteration 41Q: 3 clusters Score -1170503 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1170505.000000 Penalty: 4571.985840
	Iteration 42Q: 3 clusters Score -1170505 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1170511.250000 Penalty: 4571.985840
	Iteration 43Q: 3 clusters Score -1170511 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1170516.500000 Penalty: 4571.985840
	Iteration 44Q: 3 clusters Score -1170516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1170524.000000 Penalty: 4571.985840
	Iteration 45Q: 3 clusters Score -1170524 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1170527.375000 Penalty: 4571.985840
	Iteration 46Q: 3 clusters Score -1170527 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1170533.875000 Penalty: 4571.985840
	Iteration 47Q: 3 clusters Score -1170534 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1170543.000000 Penalty: 4571.985840
	Iteration 48Q: 3 clusters Score -1170543 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1170553.875000 Penalty: 4571.985840
	Iteration 49Q: 3 clusters Score -1170554 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1170562.500000 Penalty: 4571.985840
	Iteration 50Q: 3 clusters Score -1170562 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1170570.500000 Penalty: 4571.985840
	Iteration 51Q: 3 clusters Score -1170570 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1170577.875000 Penalty: 4571.985840
	Iteration 52Q: 3 clusters Score -1170578 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1170586.000000 Penalty: 4571.985840
	Iteration 53Q: 3 clusters Score -1170586 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1170597.000000 Penalty: 4571.985840
	Iteration 54Q: 3 clusters Score -1170597 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1170614.375000 Penalty: 4571.985840
	Iteration 55Q: 3 clusters Score -1170614 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1170634.750000 Penalty: 4571.985840
	Iteration 56Q: 3 clusters Score -1170635 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1170649.500000 Penalty: 4571.985840
	Iteration 57Q: 3 clusters Score -1170650 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1170667.125000 Penalty: 4571.985840
	Iteration 58Q: 3 clusters Score -1170667 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1170684.500000 Penalty: 4571.985840
	Iteration 59Q: 3 clusters Score -1170684 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1170702.625000 Penalty: 4571.985840
	Iteration 60F: 3 clusters Score -1170703 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1170715.875000 Penalty: 4571.985840
	Iteration 61Q: 3 clusters Score -1170716 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1170731.375000 Penalty: 4571.985840
	Iteration 62Q: 3 clusters Score -1170731 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1170745.375000 Penalty: 4571.985840
	Iteration 63Q: 3 clusters Score -1170745 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1170759.625000 Penalty: 4571.985840
	Iteration 64Q: 3 clusters Score -1170760 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1170772.750000 Penalty: 4571.985840
	Iteration 65Q: 3 clusters Score -1170773 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1170790.875000 Penalty: 4571.985840
	Iteration 66Q: 3 clusters Score -1170791 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1170812.500000 Penalty: 4571.985840
	Iteration 67Q: 3 clusters Score -1170812 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1170833.625000 Penalty: 4571.985840
	Iteration 68Q: 3 clusters Score -1170834 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1170850.000000 Penalty: 4571.985840
	Iteration 69Q: 3 clusters Score -1170850 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1170864.000000 Penalty: 4571.985840
	Iteration 70Q: 3 clusters Score -1170864 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1170882.500000 Penalty: 4571.985840
	Iteration 71Q: 3 clusters Score -1170882 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1170901.500000 Penalty: 4571.985840
	Iteration 72Q: 3 clusters Score -1170902 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1170917.500000 Penalty: 4571.985840
	Iteration 73Q: 3 clusters Score -1170918 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1170928.000000 Penalty: 4571.985840
	Iteration 74Q: 3 clusters Score -1170928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1170939.875000 Penalty: 4571.985840
	Iteration 75Q: 3 clusters Score -1170940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1170943.750000 Penalty: 4571.985840
	Iteration 76Q: 3 clusters Score -1170944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1170948.625000 Penalty: 4571.985840
	Iteration 77Q: 3 clusters Score -1170949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1170952.750000 Penalty: 4571.985840
	Iteration 78Q: 3 clusters Score -1170953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1170956.625000 Penalty: 4571.985840
	Iteration 79Q: 3 clusters Score -1170957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1170961.750000 Penalty: 4571.985840
	Iteration 80F: 3 clusters Score -1170962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1170962.750000 Penalty: 4571.985840
	Iteration 81Q: 3 clusters Score -1170963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1170970.625000 Penalty: 4571.985840
	Iteration 82Q: 3 clusters Score -1170971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1170974.000000 Penalty: 4571.985840
	Iteration 83Q: 3 clusters Score -1170974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1170979.750000 Penalty: 4571.985840
	Iteration 84Q: 3 clusters Score -1170980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1170981.000000 Penalty: 4571.985840
	Iteration 85Q: 3 clusters Score -1170981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1170983.125000 Penalty: 4571.985840
	Iteration 86Q: 3 clusters Score -1170983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1170983.500000 Penalty: 4571.985840
	Iteration 87Q: 3 clusters Score -1170984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1170985.875000 Penalty: 4571.985840
	Iteration 88Q: 3 clusters Score -1170986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1170984.500000 Penalty: 4571.985840
	Iteration 89Q: 3 clusters Score -1170984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1170986.125000 Penalty: 4571.985840
	Iteration 90Q: 3 clusters Score -1170986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1170986.125000 Penalty: 4571.985840
	Iteration 91F: 3 clusters Score -1170986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Entering Unmasked Estep 
Score: -983996.687500 Penalty: 2230.985352
	Iteration 0F: 2 clusters Score -983996.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -977540.375000 Penalty: 4461.970703
	Iteration 0F: 3 clusters Score -977540.4 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -979236.937500 Penalty: 4461.970703
	Iteration 1F: 3 clusters Score -979236.9 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -979501.875000 Penalty: 4461.970703
	Iteration 2F: 3 clusters Score -979501.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -979716.750000 Penalty: 4461.970703
	Iteration 3F: 3 clusters Score -979716.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -979904.812500 Penalty: 4461.970703
	Iteration 4Q: 3 clusters Score -979904.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -980082.125000 Penalty: 4461.970703
	Iteration 5Q: 3 clusters Score -980082.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -980255.250000 Penalty: 4461.970703
	Iteration 6Q: 3 clusters Score -980255.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -980427.062500 Penalty: 4461.970703
	Iteration 7Q: 3 clusters Score -980427.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -980576.875000 Penalty: 4461.970703
	Iteration 8Q: 3 clusters Score -980576.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -980735.750000 Penalty: 4461.970703
	Iteration 9Q: 3 clusters Score -980735.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -980894.937500 Penalty: 4461.970703
	Iteration 10Q: 3 clusters Score -980894.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -981029.562500 Penalty: 4461.970703
	Iteration 11Q: 3 clusters Score -981029.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -981173.812500 Penalty: 4461.970703
	Iteration 12Q: 3 clusters Score -981173.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -981311.437500 Penalty: 4461.970703
	Iteration 13Q: 3 clusters Score -981311.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -981424.875000 Penalty: 4461.970703
	Iteration 14Q: 3 clusters Score -981424.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -981514.187500 Penalty: 4461.970703
	Iteration 15Q: 3 clusters Score -981514.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -981593.750000 Penalty: 4461.970703
	Iteration 16Q: 3 clusters Score -981593.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -981668.500000 Penalty: 4461.970703
	Iteration 17Q: 3 clusters Score -981668.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -981746.562500 Penalty: 4461.970703
	Iteration 18Q: 3 clusters Score -981746.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -981809.125000 Penalty: 4461.970703
	Iteration 19Q: 3 clusters Score -981809.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -981858.375000 Penalty: 4461.970703
	Iteration 20F: 3 clusters Score -981858.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -981900.750000 Penalty: 4461.970703
	Iteration 21Q: 3 clusters Score -981900.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -981938.875000 Penalty: 4461.970703
	Iteration 22Q: 3 clusters Score -981938.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -981979.687500 Penalty: 4461.970703
	Iteration 23Q: 3 clusters Score -981979.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -982002.187500 Penalty: 4461.970703
	Iteration 24Q: 3 clusters Score -982002.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -982022.000000 Penalty: 4461.970703
	Iteration 25Q: 3 clusters Score -982022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -982037.375000 Penalty: 4461.970703
	Iteration 26Q: 3 clusters Score -982037.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -982045.437500 Penalty: 4461.970703
	Iteration 27Q: 3 clusters Score -982045.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -982050.125000 Penalty: 4461.970703
	Iteration 28Q: 3 clusters Score -982050.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -982056.250000 Penalty: 4461.970703
	Iteration 29Q: 3 clusters Score -982056.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -982063.437500 Penalty: 4461.970703
	Iteration 30Q: 3 clusters Score -982063.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -982065.437500 Penalty: 4461.970703
	Iteration 31Q: 3 clusters Score -982065.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -982069.937500 Penalty: 4461.970703
	Iteration 32Q: 3 clusters Score -982069.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -982071.375000 Penalty: 4461.970703
	Iteration 33Q: 3 clusters Score -982071.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -982074.812500 Penalty: 4461.970703
	Iteration 34Q: 3 clusters Score -982074.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -982074.375000 Penalty: 4461.970703
	Iteration 35Q: 3 clusters Score -982074.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -982074.375000 Penalty: 4461.970703
	Iteration 36F: 3 clusters Score -982074.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (224142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224142 members 
Entering Unmasked Estep 
Score: -27499696.000000 Penalty: 3055.368652
	Iteration 0F: 2 clusters Score -2.74997e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112222 members 
Mstep: Class 2 contains 111920 members 
Entering Unmasked Estep 
Score: -27354798.000000 Penalty: 6110.737305
	Iteration 0F: 3 clusters Score -2.73548e+07 nChanged 108168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113676 members 
Mstep: Class 2 contains 110466 members 
Entering Unmasked Estep 
Score: -27418492.000000 Penalty: 6110.737305
	Iteration 1F: 3 clusters Score -2.741849e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114654 members 
Mstep: Class 2 contains 109488 members 
Entering Unmasked Estep 
Score: -27419368.000000 Penalty: 6110.737305
	Iteration 2Q: 3 clusters Score -2.741937e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116362 members 
Mstep: Class 2 contains 107780 members 
Entering Unmasked Estep 
Score: -27419986.000000 Penalty: 6110.737305
	Iteration 3Q: 3 clusters Score -2.741999e+07 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119024 members 
Mstep: Class 2 contains 105118 members 
Entering Unmasked Estep 
Score: -27421008.000000 Penalty: 6110.737305
	Iteration 4Q: 3 clusters Score -2.742101e+07 nChanged 5987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123113 members 
Mstep: Class 2 contains 101029 members 
Entering Unmasked Estep 
Score: -27422412.000000 Penalty: 6110.737305
	Iteration 5Q: 3 clusters Score -2.742241e+07 nChanged 7813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129498 members 
Mstep: Class 2 contains 94644 members 
Entering Unmasked Estep 
Score: -27424954.000000 Penalty: 6110.737305
	Iteration 6Q: 3 clusters Score -2.742495e+07 nChanged 10589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139097 members 
Mstep: Class 2 contains 85045 members 
Entering Unmasked Estep 
Score: -27429882.000000 Penalty: 6110.737305
	Iteration 7Q: 3 clusters Score -2.742988e+07 nChanged 14360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152871 members 
Mstep: Class 2 contains 71271 members 
Entering Unmasked Estep 
Score: -27438680.000000 Penalty: 6110.737305
	Iteration 8F: 3 clusters Score -2.743868e+07 nChanged 18095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170682 members 
Mstep: Class 2 contains 53460 members 
Entering Unmasked Estep 
Score: -27453098.000000 Penalty: 6110.737305
	Iteration 9F: 3 clusters Score -2.74531e+07 nChanged 19481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190075 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -27469774.000000 Penalty: 6110.737305
	Iteration 10F: 3 clusters Score -2.746977e+07 nChanged 16576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206637 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -27483472.000000 Penalty: 6110.737305
	Iteration 11F: 3 clusters Score -2.748347e+07 nChanged 10171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216800 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -27491488.000000 Penalty: 6110.737305
	Iteration 12Q: 3 clusters Score -2.749149e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221467 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -27495032.000000 Penalty: 6110.737305
	Iteration 13Q: 3 clusters Score -2.749503e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223177 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -27496330.000000 Penalty: 6110.737305
	Iteration 14Q: 3 clusters Score -2.749633e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223658 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -27496732.000000 Penalty: 6110.737305
	Iteration 15Q: 3 clusters Score -2.749673e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223815 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -27496904.000000 Penalty: 6110.737305
	Iteration 16Q: 3 clusters Score -2.74969e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223853 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -27496944.000000 Penalty: 6110.737305
	Iteration 17Q: 3 clusters Score -2.749694e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223875 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -27497016.000000 Penalty: 6110.737305
	Iteration 18Q: 3 clusters Score -2.749702e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223889 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -27497064.000000 Penalty: 6110.737305
	Iteration 19Q: 3 clusters Score -2.749706e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223896 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -27497052.000000 Penalty: 6110.737305
	Iteration 20F: 3 clusters Score -2.749705e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223895 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -27497064.000000 Penalty: 6110.737305
	Iteration 21Q: 3 clusters Score -2.749706e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223894 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -27497064.000000 Penalty: 6110.737305
	Iteration 22Q: 3 clusters Score -2.749706e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223893 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -27497064.000000 Penalty: 6110.737305
	Iteration 23Q: 3 clusters Score -2.749706e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223894 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -27497076.000000 Penalty: 6110.737305
	Iteration 24Q: 3 clusters Score -2.749708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223896 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -27497056.000000 Penalty: 6110.737305
	Iteration 25Q: 3 clusters Score -2.749706e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223895 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -27497054.000000 Penalty: 6110.737305
	Iteration 26Q: 3 clusters Score -2.749705e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223895 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -27497054.000000 Penalty: 6110.737305
	Iteration 27F: 3 clusters Score -2.749705e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (84805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84805 members 
Entering Unmasked Estep 
Score: -10352651.000000 Penalty: 2814.331299
	Iteration 0F: 2 clusters Score -1.035265e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42502 members 
Mstep: Class 2 contains 42303 members 
Entering Unmasked Estep 
Score: -10295738.000000 Penalty: 5628.662598
	Iteration 0F: 3 clusters Score -1.029574e+07 nChanged 39976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44256 members 
Mstep: Class 2 contains 40549 members 
Entering Unmasked Estep 
Score: -10318626.000000 Penalty: 5628.662598
	Iteration 1F: 3 clusters Score -1.031863e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45354 members 
Mstep: Class 2 contains 39451 members 
Entering Unmasked Estep 
Score: -10319486.000000 Penalty: 5628.662598
	Iteration 2Q: 3 clusters Score -1.031949e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47200 members 
Mstep: Class 2 contains 37605 members 
Entering Unmasked Estep 
Score: -10320730.000000 Penalty: 5628.662598
	Iteration 3Q: 3 clusters Score -1.032073e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49892 members 
Mstep: Class 2 contains 34913 members 
Entering Unmasked Estep 
Score: -10322374.000000 Penalty: 5628.662598
	Iteration 4Q: 3 clusters Score -1.032237e+07 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53759 members 
Mstep: Class 2 contains 31046 members 
Entering Unmasked Estep 
Score: -10324943.000000 Penalty: 5628.662598
	Iteration 5F: 3 clusters Score -1.032494e+07 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58892 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -10328995.000000 Penalty: 5628.662598
	Iteration 6F: 3 clusters Score -1.0329e+07 nChanged 6706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65084 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -10334461.000000 Penalty: 5628.662598
	Iteration 7F: 3 clusters Score -1.033446e+07 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71205 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -10340207.000000 Penalty: 5628.662598
	Iteration 8F: 3 clusters Score -1.034021e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76149 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -10344771.000000 Penalty: 5628.662598
	Iteration 9F: 3 clusters Score -1.034477e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79440 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -10347575.000000 Penalty: 5628.662598
	Iteration 10Q: 3 clusters Score -1.034758e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81371 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -10349073.000000 Penalty: 5628.662598
	Iteration 11Q: 3 clusters Score -1.034907e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82427 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -10349784.000000 Penalty: 5628.662598
	Iteration 12Q: 3 clusters Score -1.034978e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83003 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -10350140.000000 Penalty: 5628.662598
	Iteration 13Q: 3 clusters Score -1.035014e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83347 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -10350320.000000 Penalty: 5628.662598
	Iteration 14Q: 3 clusters Score -1.035032e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83517 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -10350390.000000 Penalty: 5628.662598
	Iteration 15Q: 3 clusters Score -1.035039e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83624 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -10350418.000000 Penalty: 5628.662598
	Iteration 16Q: 3 clusters Score -1.035042e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83706 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -10350467.000000 Penalty: 5628.662598
	Iteration 17Q: 3 clusters Score -1.035047e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83773 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -10350525.000000 Penalty: 5628.662598
	Iteration 18Q: 3 clusters Score -1.035052e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83811 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -10350532.000000 Penalty: 5628.662598
	Iteration 19Q: 3 clusters Score -1.035053e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83840 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -10350568.000000 Penalty: 5628.662598
	Iteration 20F: 3 clusters Score -1.035057e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83857 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -10350598.000000 Penalty: 5628.662598
	Iteration 21Q: 3 clusters Score -1.03506e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83861 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -10350613.000000 Penalty: 5628.662598
	Iteration 22Q: 3 clusters Score -1.035061e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83873 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -10350603.000000 Penalty: 5628.662598
	Iteration 23Q: 3 clusters Score -1.03506e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83877 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -10350603.000000 Penalty: 5628.662598
	Iteration 24Q: 3 clusters Score -1.03506e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83879 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -10350589.000000 Penalty: 5628.662598
	Iteration 25Q: 3 clusters Score -1.035059e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83883 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -10350586.000000 Penalty: 5628.662598
	Iteration 26Q: 3 clusters Score -1.035059e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83889 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -10350588.000000 Penalty: 5628.662598
	Iteration 27Q: 3 clusters Score -1.035059e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83894 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -10350582.000000 Penalty: 5628.662598
	Iteration 28Q: 3 clusters Score -1.035058e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83903 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -10350603.000000 Penalty: 5628.662598
	Iteration 29Q: 3 clusters Score -1.03506e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83908 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -10350603.000000 Penalty: 5628.662598
	Iteration 30Q: 3 clusters Score -1.03506e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83918 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -10350608.000000 Penalty: 5628.662598
	Iteration 31Q: 3 clusters Score -1.035061e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83925 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -10350607.000000 Penalty: 5628.662598
	Iteration 32Q: 3 clusters Score -1.035061e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83924 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -10350611.000000 Penalty: 5628.662598
	Iteration 33Q: 3 clusters Score -1.035061e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83926 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -10350606.000000 Penalty: 5628.662598
	Iteration 34Q: 3 clusters Score -1.035061e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83930 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -10350605.000000 Penalty: 5628.662598
	Iteration 35Q: 3 clusters Score -1.03506e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83932 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -10350608.000000 Penalty: 5628.662598
	Iteration 36Q: 3 clusters Score -1.035061e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83937 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -10350615.000000 Penalty: 5628.662598
	Iteration 37Q: 3 clusters Score -1.035062e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83942 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -10350625.000000 Penalty: 5628.662598
	Iteration 38Q: 3 clusters Score -1.035062e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83947 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -10350623.000000 Penalty: 5628.662598
	Iteration 39Q: 3 clusters Score -1.035062e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83959 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -10350616.000000 Penalty: 5628.662598
	Iteration 40F: 3 clusters Score -1.035062e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83967 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -10350626.000000 Penalty: 5628.662598
	Iteration 41Q: 3 clusters Score -1.035063e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83974 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -10350635.000000 Penalty: 5628.662598
	Iteration 42Q: 3 clusters Score -1.035064e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83980 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -10350634.000000 Penalty: 5628.662598
	Iteration 43Q: 3 clusters Score -1.035063e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83982 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -10350642.000000 Penalty: 5628.662598
	Iteration 44Q: 3 clusters Score -1.035064e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83985 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -10350648.000000 Penalty: 5628.662598
	Iteration 45Q: 3 clusters Score -1.035065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83986 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -10350645.000000 Penalty: 5628.662598
	Iteration 46Q: 3 clusters Score -1.035064e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83985 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -10350647.000000 Penalty: 5628.662598
	Iteration 47Q: 3 clusters Score -1.035065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83988 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -10350634.000000 Penalty: 5628.662598
	Iteration 48Q: 3 clusters Score -1.035063e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83992 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -10350643.000000 Penalty: 5628.662598
	Iteration 49Q: 3 clusters Score -1.035064e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83996 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -10350656.000000 Penalty: 5628.662598
	Iteration 50Q: 3 clusters Score -1.035066e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83995 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -10350659.000000 Penalty: 5628.662598
	Iteration 51Q: 3 clusters Score -1.035066e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83999 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -10350662.000000 Penalty: 5628.662598
	Iteration 52Q: 3 clusters Score -1.035066e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84004 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -10350657.000000 Penalty: 5628.662598
	Iteration 53Q: 3 clusters Score -1.035066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84007 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -10350661.000000 Penalty: 5628.662598
	Iteration 54Q: 3 clusters Score -1.035066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84012 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -10350682.000000 Penalty: 5628.662598
	Iteration 55Q: 3 clusters Score -1.035068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84013 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -10350682.000000 Penalty: 5628.662598
	Iteration 56Q: 3 clusters Score -1.035068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84014 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -10350684.000000 Penalty: 5628.662598
	Iteration 57Q: 3 clusters Score -1.035068e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84014 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -10350684.000000 Penalty: 5628.662598
	Iteration 58F: 3 clusters Score -1.035068e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (10526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Entering Unmasked Estep 
Score: -1228361.625000 Penalty: 2296.877686
	Iteration 0F: 2 clusters Score -1228362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1220382.125000 Penalty: 4593.755371
	Iteration 0F: 3 clusters Score -1220382 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1222784.875000 Penalty: 4593.755371
	Iteration 1F: 3 clusters Score -1222785 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1223201.625000 Penalty: 4593.755371
	Iteration 2F: 3 clusters Score -1223202 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1223515.750000 Penalty: 4593.755371
	Iteration 3F: 3 clusters Score -1223516 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1223799.125000 Penalty: 4593.755371
	Iteration 4F: 3 clusters Score -1223799 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1224026.125000 Penalty: 4593.755371
	Iteration 5Q: 3 clusters Score -1224026 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1224248.875000 Penalty: 4593.755371
	Iteration 6Q: 3 clusters Score -1224249 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1224516.250000 Penalty: 4593.755371
	Iteration 7Q: 3 clusters Score -1224516 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1224849.125000 Penalty: 4593.755371
	Iteration 8Q: 3 clusters Score -1224849 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1225204.000000 Penalty: 4593.755371
	Iteration 9Q: 3 clusters Score -1225204 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1225540.750000 Penalty: 4593.755371
	Iteration 10Q: 3 clusters Score -1225541 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1225864.000000 Penalty: 4593.755371
	Iteration 11Q: 3 clusters Score -1225864 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1226125.125000 Penalty: 4593.755371
	Iteration 12Q: 3 clusters Score -1226125 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1226297.125000 Penalty: 4593.755371
	Iteration 13Q: 3 clusters Score -1226297 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1226436.750000 Penalty: 4593.755371
	Iteration 14Q: 3 clusters Score -1226437 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1226557.125000 Penalty: 4593.755371
	Iteration 15Q: 3 clusters Score -1226557 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1226636.500000 Penalty: 4593.755371
	Iteration 16Q: 3 clusters Score -1226636 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1226685.750000 Penalty: 4593.755371
	Iteration 17Q: 3 clusters Score -1226686 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1226724.625000 Penalty: 4593.755371
	Iteration 18Q: 3 clusters Score -1226725 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1226757.000000 Penalty: 4593.755371
	Iteration 19Q: 3 clusters Score -1226757 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1226778.125000 Penalty: 4593.755371
	Iteration 20F: 3 clusters Score -1226778 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1226796.625000 Penalty: 4593.755371
	Iteration 21Q: 3 clusters Score -1226797 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1226806.750000 Penalty: 4593.755371
	Iteration 22Q: 3 clusters Score -1226807 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1226813.625000 Penalty: 4593.755371
	Iteration 23Q: 3 clusters Score -1226814 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1226823.375000 Penalty: 4593.755371
	Iteration 24Q: 3 clusters Score -1226823 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1226831.875000 Penalty: 4593.755371
	Iteration 25Q: 3 clusters Score -1226832 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1226833.250000 Penalty: 4593.755371
	Iteration 26Q: 3 clusters Score -1226833 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1226841.375000 Penalty: 4593.755371
	Iteration 27Q: 3 clusters Score -1226841 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1226844.750000 Penalty: 4593.755371
	Iteration 28Q: 3 clusters Score -1226845 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1226851.625000 Penalty: 4593.755371
	Iteration 29Q: 3 clusters Score -1226852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1226850.875000 Penalty: 4593.755371
	Iteration 30Q: 3 clusters Score -1226851 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1226852.125000 Penalty: 4593.755371
	Iteration 31Q: 3 clusters Score -1226852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1226855.625000 Penalty: 4593.755371
	Iteration 32Q: 3 clusters Score -1226856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1226856.250000 Penalty: 4593.755371
	Iteration 33Q: 3 clusters Score -1226856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1226857.000000 Penalty: 4593.755371
	Iteration 34Q: 3 clusters Score -1226857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1226859.000000 Penalty: 4593.755371
	Iteration 35Q: 3 clusters Score -1226859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1226858.875000 Penalty: 4593.755371
	Iteration 36Q: 3 clusters Score -1226859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1226861.500000 Penalty: 4593.755371
	Iteration 37Q: 3 clusters Score -1226862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1226859.375000 Penalty: 4593.755371
	Iteration 38Q: 3 clusters Score -1226859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1226859.375000 Penalty: 4593.755371
	Iteration 39Q: 3 clusters Score -1226859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1226858.000000 Penalty: 4593.755371
	Iteration 40F: 3 clusters Score -1226858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1226860.875000 Penalty: 4593.755371
	Iteration 41Q: 3 clusters Score -1226861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1226860.875000 Penalty: 4593.755371
	Iteration 42F: 3 clusters Score -1226861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Entering Unmasked Estep 
Score: -67239.203125 Penalty: 1603.603882
	Iteration 0F: 2 clusters Score -67239.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -65551.453125 Penalty: 3207.207764
	Iteration 0F: 3 clusters Score -65551.45 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -65766.515625 Penalty: 3207.207764
	Iteration 1F: 3 clusters Score -65766.52 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -65910.828125 Penalty: 3207.207764
	Iteration 2F: 3 clusters Score -65910.83 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -65987.000000 Penalty: 3207.207764
	Iteration 3Q: 3 clusters Score -65987 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -66057.914062 Penalty: 3207.207764
	Iteration 4Q: 3 clusters Score -66057.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -66135.132812 Penalty: 3207.207764
	Iteration 5Q: 3 clusters Score -66135.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -66186.406250 Penalty: 3207.207764
	Iteration 6Q: 3 clusters Score -66186.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -66258.906250 Penalty: 3207.207764
	Iteration 7Q: 3 clusters Score -66258.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -66346.500000 Penalty: 3207.207764
	Iteration 8Q: 3 clusters Score -66346.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -66434.109375 Penalty: 3207.207764
	Iteration 9Q: 3 clusters Score -66434.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -66528.117188 Penalty: 3207.207764
	Iteration 10Q: 3 clusters Score -66528.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -66588.531250 Penalty: 3207.207764
	Iteration 11Q: 3 clusters Score -66588.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -66633.687500 Penalty: 3207.207764
	Iteration 12Q: 3 clusters Score -66633.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -66679.867188 Penalty: 3207.207764
	Iteration 13Q: 3 clusters Score -66679.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -66722.867188 Penalty: 3207.207764
	Iteration 14Q: 3 clusters Score -66722.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -66777.859375 Penalty: 3207.207764
	Iteration 15Q: 3 clusters Score -66777.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -66812.960938 Penalty: 3207.207764
	Iteration 16Q: 3 clusters Score -66812.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -66849.390625 Penalty: 3207.207764
	Iteration 17Q: 3 clusters Score -66849.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -66951.882812 Penalty: 3207.207764
	Iteration 18Q: 3 clusters Score -66951.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -67070.351562 Penalty: 3207.207764
	Iteration 19Q: 3 clusters Score -67070.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -67182.859375 Penalty: 3207.207764
	Iteration 20F: 3 clusters Score -67182.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -67252.773438 Penalty: 3207.207764
	Iteration 21Q: 3 clusters Score -67252.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -67376.117188 Penalty: 3207.207764
	Iteration 22Q: 3 clusters Score -67376.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -67671.734375 Penalty: 3207.207764
	Iteration 23Q: 3 clusters Score -67671.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -67827.054688 Penalty: 3207.207764
	Iteration 24Q: 3 clusters Score -67827.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -67975.765625 Penalty: 3207.207764
	Iteration 25Q: 3 clusters Score -67975.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -67975.765625 Penalty: 3207.207764
	Iteration 26F: 3 clusters Score -67975.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58616 members 
Mstep: Class 2 contains 150857 members 
Mstep: Class 3 contains 7338 members 
Mstep: Class 4 contains 181163 members 
Mstep: Class 5 contains 11359 members 
Mstep: Class 6 contains 670 members 
Mstep: Class 7 contains 31548 members 
Mstep: Class 8 contains 26826 members 
Mstep: Class 9 contains 195607 members 
Mstep: Class 10 contains 6909 members 
Mstep: Class 11 contains 38352 members 
Mstep: Class 12 contains 8971 members 
Mstep: Class 13 contains 10599 members 
Mstep: Class 14 contains 8037 members 
Mstep: Class 15 contains 8407 members 
Mstep: Class 16 contains 10557 members 
Mstep: Class 17 contains 69828 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 12382 members 
Mstep: Class 20 contains 2958 members 
Mstep: Class 21 contains 278812 members 
Mstep: Class 22 contains 41515 members 
Mstep: Class 23 contains 995 members 
Mstep: Class 24 contains 282791 members 
Mstep: Class 25 contains 16019 members 
Mstep: Class 26 contains 21811 members 
Mstep: Class 27 contains 16591 members 
Mstep: Class 28 contains 10561 members 
Mstep: Class 29 contains 6409 members 
Mstep: Class 30 contains 38004 members 
Mstep: Class 31 contains 2903 members 
Mstep: Class 32 contains 10074 members 
Mstep: Class 33 contains 8070 members 
Mstep: Class 34 contains 224142 members 
Mstep: Class 35 contains 84805 members 
Mstep: Class 36 contains 10526 members 
Mstep: Class 37 contains 338 members 
Mstep: Class 38 contains 11017 members 
Mstep: Class 39 contains 82962 members 
Mstep: Class 40 contains 510 members 
Entering Unmasked Estep 
Score: -235466048.000000 Penalty: 143876.984375
Splitting cluster 37 changes total score from -235466224.000000 to -235466048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (11017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Entering Unmasked Estep 
Score: -1267732.500000 Penalty: 2308.184326
	Iteration 0F: 2 clusters Score -1267732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1259439.750000 Penalty: 4616.368652
	Iteration 0F: 3 clusters Score -1259440 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1262007.750000 Penalty: 4616.368652
	Iteration 1F: 3 clusters Score -1262008 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1262447.250000 Penalty: 4616.368652
	Iteration 2F: 3 clusters Score -1262447 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1262788.750000 Penalty: 4616.368652
	Iteration 3F: 3 clusters Score -1262789 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1263043.250000 Penalty: 4616.368652
	Iteration 4Q: 3 clusters Score -1263043 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1263262.875000 Penalty: 4616.368652
	Iteration 5Q: 3 clusters Score -1263263 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1263456.625000 Penalty: 4616.368652
	Iteration 6Q: 3 clusters Score -1263457 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1263598.125000 Penalty: 4616.368652
	Iteration 7Q: 3 clusters Score -1263598 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1263719.000000 Penalty: 4616.368652
	Iteration 8Q: 3 clusters Score -1263719 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1263819.375000 Penalty: 4616.368652
	Iteration 9Q: 3 clusters Score -1263819 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1263920.000000 Penalty: 4616.368652
	Iteration 10Q: 3 clusters Score -1263920 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1264001.625000 Penalty: 4616.368652
	Iteration 11Q: 3 clusters Score -1264002 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1264079.000000 Penalty: 4616.368652
	Iteration 12Q: 3 clusters Score -1264079 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1264163.750000 Penalty: 4616.368652
	Iteration 13Q: 3 clusters Score -1264164 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1264256.250000 Penalty: 4616.368652
	Iteration 14Q: 3 clusters Score -1264256 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1264347.375000 Penalty: 4616.368652
	Iteration 15Q: 3 clusters Score -1264347 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1264455.000000 Penalty: 4616.368652
	Iteration 16Q: 3 clusters Score -1264455 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1264555.125000 Penalty: 4616.368652
	Iteration 17Q: 3 clusters Score -1264555 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1264677.875000 Penalty: 4616.368652
	Iteration 18Q: 3 clusters Score -1264678 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1264816.000000 Penalty: 4616.368652
	Iteration 19Q: 3 clusters Score -1264816 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1264943.750000 Penalty: 4616.368652
	Iteration 20F: 3 clusters Score -1264944 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1265086.375000 Penalty: 4616.368652
	Iteration 21Q: 3 clusters Score -1265086 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1265221.625000 Penalty: 4616.368652
	Iteration 22Q: 3 clusters Score -1265222 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1265356.875000 Penalty: 4616.368652
	Iteration 23Q: 3 clusters Score -1265357 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1265452.250000 Penalty: 4616.368652
	Iteration 24Q: 3 clusters Score -1265452 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1265508.625000 Penalty: 4616.368652
	Iteration 25Q: 3 clusters Score -1265509 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1265568.000000 Penalty: 4616.368652
	Iteration 26Q: 3 clusters Score -1265568 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1265633.875000 Penalty: 4616.368652
	Iteration 27Q: 3 clusters Score -1265634 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1265681.125000 Penalty: 4616.368652
	Iteration 28Q: 3 clusters Score -1265681 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1265727.750000 Penalty: 4616.368652
	Iteration 29Q: 3 clusters Score -1265728 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1265773.375000 Penalty: 4616.368652
	Iteration 30Q: 3 clusters Score -1265773 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1265814.375000 Penalty: 4616.368652
	Iteration 31Q: 3 clusters Score -1265814 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1265848.500000 Penalty: 4616.368652
	Iteration 32Q: 3 clusters Score -1265848 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1265874.000000 Penalty: 4616.368652
	Iteration 33Q: 3 clusters Score -1265874 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1265894.250000 Penalty: 4616.368652
	Iteration 34Q: 3 clusters Score -1265894 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1265910.500000 Penalty: 4616.368652
	Iteration 35Q: 3 clusters Score -1265910 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1265923.125000 Penalty: 4616.368652
	Iteration 36Q: 3 clusters Score -1265923 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1265938.125000 Penalty: 4616.368652
	Iteration 37Q: 3 clusters Score -1265938 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1265950.625000 Penalty: 4616.368652
	Iteration 38Q: 3 clusters Score -1265951 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1265966.500000 Penalty: 4616.368652
	Iteration 39Q: 3 clusters Score -1265966 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1265980.250000 Penalty: 4616.368652
	Iteration 40F: 3 clusters Score -1265980 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1265985.625000 Penalty: 4616.368652
	Iteration 41Q: 3 clusters Score -1265986 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1265994.625000 Penalty: 4616.368652
	Iteration 42Q: 3 clusters Score -1265995 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1266007.000000 Penalty: 4616.368652
	Iteration 43Q: 3 clusters Score -1266007 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1266016.750000 Penalty: 4616.368652
	Iteration 44Q: 3 clusters Score -1266017 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1266033.375000 Penalty: 4616.368652
	Iteration 45Q: 3 clusters Score -1266033 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1266046.125000 Penalty: 4616.368652
	Iteration 46Q: 3 clusters Score -1266046 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1266056.750000 Penalty: 4616.368652
	Iteration 47Q: 3 clusters Score -1266057 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1266068.125000 Penalty: 4616.368652
	Iteration 48Q: 3 clusters Score -1266068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1266076.250000 Penalty: 4616.368652
	Iteration 49Q: 3 clusters Score -1266076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1266086.500000 Penalty: 4616.368652
	Iteration 50Q: 3 clusters Score -1266086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1266086.625000 Penalty: 4616.368652
	Iteration 51Q: 3 clusters Score -1266087 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1266087.500000 Penalty: 4616.368652
	Iteration 52Q: 3 clusters Score -1266088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1266094.250000 Penalty: 4616.368652
	Iteration 53Q: 3 clusters Score -1266094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1266093.500000 Penalty: 4616.368652
	Iteration 54Q: 3 clusters Score -1266094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1266097.000000 Penalty: 4616.368652
	Iteration 55Q: 3 clusters Score -1266097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1266099.000000 Penalty: 4616.368652
	Iteration 56Q: 3 clusters Score -1266099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1266098.500000 Penalty: 4616.368652
	Iteration 57Q: 3 clusters Score -1266098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1266100.375000 Penalty: 4616.368652
	Iteration 58Q: 3 clusters Score -1266100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1266101.000000 Penalty: 4616.368652
	Iteration 59Q: 3 clusters Score -1266101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1266101.000000 Penalty: 4616.368652
	Iteration 60F: 3 clusters Score -1266101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (82962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82962 members 
Entering Unmasked Estep 
Score: -10131630.000000 Penalty: 2808.882080
	Iteration 0F: 2 clusters Score -1.013163e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41615 members 
Mstep: Class 2 contains 41347 members 
Entering Unmasked Estep 
Score: -10075964.000000 Penalty: 5617.764160
	Iteration 0F: 3 clusters Score -1.007596e+07 nChanged 39035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43048 members 
Mstep: Class 2 contains 39914 members 
Entering Unmasked Estep 
Score: -10097999.000000 Penalty: 5617.764160
	Iteration 1F: 3 clusters Score -1.0098e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44147 members 
Mstep: Class 2 contains 38815 members 
Entering Unmasked Estep 
Score: -10098689.000000 Penalty: 5617.764160
	Iteration 2Q: 3 clusters Score -1.009869e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45708 members 
Mstep: Class 2 contains 37254 members 
Entering Unmasked Estep 
Score: -10099424.000000 Penalty: 5617.764160
	Iteration 3Q: 3 clusters Score -1.009942e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48068 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -10100375.000000 Penalty: 5617.764160
	Iteration 4Q: 3 clusters Score -1.010038e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51584 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
Score: -10102110.000000 Penalty: 5617.764160
	Iteration 5Q: 3 clusters Score -1.010211e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56640 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -10105296.000000 Penalty: 5617.764160
	Iteration 6F: 3 clusters Score -1.01053e+07 nChanged 6594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63144 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -10110355.000000 Penalty: 5617.764160
	Iteration 7F: 3 clusters Score -1.011036e+07 nChanged 7212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70312 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -10117037.000000 Penalty: 5617.764160
	Iteration 8F: 3 clusters Score -1.011704e+07 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76486 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -10123240.000000 Penalty: 5617.764160
	Iteration 9F: 3 clusters Score -1.012324e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80155 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -10126849.000000 Penalty: 5617.764160
	Iteration 10Q: 3 clusters Score -1.012685e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81755 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -10128248.000000 Penalty: 5617.764160
	Iteration 11Q: 3 clusters Score -1.012825e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82344 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -10128743.000000 Penalty: 5617.764160
	Iteration 12Q: 3 clusters Score -1.012874e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82536 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -10128952.000000 Penalty: 5617.764160
	Iteration 13Q: 3 clusters Score -1.012895e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82623 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -10129045.000000 Penalty: 5617.764160
	Iteration 14Q: 3 clusters Score -1.012904e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82654 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -10129091.000000 Penalty: 5617.764160
	Iteration 15Q: 3 clusters Score -1.012909e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82673 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -10129109.000000 Penalty: 5617.764160
	Iteration 16Q: 3 clusters Score -1.012911e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82686 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -10129142.000000 Penalty: 5617.764160
	Iteration 17Q: 3 clusters Score -1.012914e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82696 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -10129162.000000 Penalty: 5617.764160
	Iteration 18Q: 3 clusters Score -1.012916e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82701 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -10129168.000000 Penalty: 5617.764160
	Iteration 19Q: 3 clusters Score -1.012917e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82699 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -10129175.000000 Penalty: 5617.764160
	Iteration 20F: 3 clusters Score -1.012918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82699 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -10129182.000000 Penalty: 5617.764160
	Iteration 21Q: 3 clusters Score -1.012918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82700 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -10129177.000000 Penalty: 5617.764160
	Iteration 22Q: 3 clusters Score -1.012918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82702 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -10129184.000000 Penalty: 5617.764160
	Iteration 23Q: 3 clusters Score -1.012918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82701 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -10129181.000000 Penalty: 5617.764160
	Iteration 24Q: 3 clusters Score -1.012918e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82701 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -10129181.000000 Penalty: 5617.764160
	Iteration 25F: 3 clusters Score -1.012918e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -52136.851562 Penalty: 1546.133911
	Iteration 0F: 2 clusters Score -52136.85 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 266 members 
Entering Unmasked Estep 
Score: -50650.539062 Penalty: 3092.267822
	Iteration 0F: 3 clusters Score -50650.54 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -50946.679688 Penalty: 3092.267822
	Iteration 1F: 3 clusters Score -50946.68 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -51057.496094 Penalty: 3092.267822
	Iteration 2F: 3 clusters Score -51057.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -51106.402344 Penalty: 3092.267822
	Iteration 3Q: 3 clusters Score -51106.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -51132.769531 Penalty: 3092.267822
	Iteration 4Q: 3 clusters Score -51132.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -51145.718750 Penalty: 3092.267822
	Iteration 5Q: 3 clusters Score -51145.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -51156.023438 Penalty: 3092.267822
	Iteration 6Q: 3 clusters Score -51156.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -51168.042969 Penalty: 3092.267822
	Iteration 7Q: 3 clusters Score -51168.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -51174.628906 Penalty: 3092.267822
	Iteration 8Q: 3 clusters Score -51174.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -51183.203125 Penalty: 3092.267822
	Iteration 9Q: 3 clusters Score -51183.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -51188.679688 Penalty: 3092.267822
	Iteration 10Q: 3 clusters Score -51188.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -51192.769531 Penalty: 3092.267822
	Iteration 11Q: 3 clusters Score -51192.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -51196.269531 Penalty: 3092.267822
	Iteration 12Q: 3 clusters Score -51196.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -51201.929688 Penalty: 3092.267822
	Iteration 13Q: 3 clusters Score -51201.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -51217.675781 Penalty: 3092.267822
	Iteration 14Q: 3 clusters Score -51217.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -51226.355469 Penalty: 3092.267822
	Iteration 15Q: 3 clusters Score -51226.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -51233.359375 Penalty: 3092.267822
	Iteration 16Q: 3 clusters Score -51233.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -51244.839844 Penalty: 3092.267822
	Iteration 17Q: 3 clusters Score -51244.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -51261.781250 Penalty: 3092.267822
	Iteration 18Q: 3 clusters Score -51261.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -51280.156250 Penalty: 3092.267822
	Iteration 19Q: 3 clusters Score -51280.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -51293.253906 Penalty: 3092.267822
	Iteration 20F: 3 clusters Score -51293.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -51301.898438 Penalty: 3092.267822
	Iteration 21Q: 3 clusters Score -51301.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -51309.414062 Penalty: 3092.267822
	Iteration 22Q: 3 clusters Score -51309.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -51311.746094 Penalty: 3092.267822
	Iteration 23Q: 3 clusters Score -51311.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -51317.265625 Penalty: 3092.267822
	Iteration 24Q: 3 clusters Score -51317.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -51317.265625 Penalty: 3092.267822
	Iteration 25F: 3 clusters Score -51317.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58616 members 
Mstep: Class 2 contains 150857 members 
Mstep: Class 3 contains 7338 members 
Mstep: Class 4 contains 181163 members 
Mstep: Class 5 contains 11359 members 
Mstep: Class 6 contains 670 members 
Mstep: Class 7 contains 31548 members 
Mstep: Class 8 contains 26826 members 
Mstep: Class 9 contains 195607 members 
Mstep: Class 10 contains 6909 members 
Mstep: Class 11 contains 38352 members 
Mstep: Class 12 contains 8971 members 
Mstep: Class 13 contains 10599 members 
Mstep: Class 14 contains 8037 members 
Mstep: Class 15 contains 8407 members 
Mstep: Class 16 contains 10557 members 
Mstep: Class 17 contains 69828 members 
Mstep: Class 19 contains 12382 members 
Mstep: Class 20 contains 2958 members 
Mstep: Class 21 contains 278812 members 
Mstep: Class 22 contains 41515 members 
Mstep: Class 23 contains 995 members 
Mstep: Class 24 contains 282791 members 
Mstep: Class 25 contains 16019 members 
Mstep: Class 26 contains 21811 members 
Mstep: Class 27 contains 16591 members 
Mstep: Class 28 contains 10561 members 
Mstep: Class 29 contains 6409 members 
Mstep: Class 30 contains 38004 members 
Mstep: Class 31 contains 2903 members 
Mstep: Class 32 contains 10074 members 
Mstep: Class 33 contains 8070 members 
Mstep: Class 34 contains 224142 members 
Mstep: Class 35 contains 84805 members 
Mstep: Class 36 contains 10526 members 
Mstep: Class 37 contains 643 members 
Mstep: Class 38 contains 11017 members 
Mstep: Class 39 contains 82962 members 
Mstep: Class 40 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235465920.000000 Penalty: 140280.062500
Iteration 439Q: 40 clusters Score -2.354659e+08 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58610 members 
Mstep: Class 2 contains 150806 members 
Mstep: Class 3 contains 7341 members 
Mstep: Class 4 contains 181157 members 
Mstep: Class 5 contains 11360 members 
Mstep: Class 6 contains 670 members 
Mstep: Class 7 contains 31548 members 
Mstep: Class 8 contains 26832 members 
Mstep: Class 9 contains 195701 members 
Mstep: Class 10 contains 6903 members 
Mstep: Class 11 contains 38357 members 
Mstep: Class 12 contains 8971 members 
Mstep: Class 13 contains 10600 members 
Mstep: Class 14 contains 8036 members 
Mstep: Class 15 contains 8409 members 
Mstep: Class 16 contains 10557 members 
Mstep: Class 17 contains 69806 members 
Mstep: Class 19 contains 12382 members 
Mstep: Class 20 contains 2959 members 
Mstep: Class 21 contains 278935 members 
Mstep: Class 22 contains 41511 members 
Mstep: Class 23 contains 995 members 
Mstep: Class 24 contains 282765 members 
Mstep: Class 25 contains 16020 members 
Mstep: Class 26 contains 21822 members 
Mstep: Class 27 contains 16589 members 
Mstep: Class 28 contains 10562 members 
Mstep: Class 29 contains 6410 members 
Mstep: Class 30 contains 37997 members 
Mstep: Class 31 contains 2906 members 
Mstep: Class 32 contains 10076 members 
Mstep: Class 33 contains 8066 members 
Mstep: Class 34 contains 224007 members 
Mstep: Class 35 contains 84800 members 
Mstep: Class 36 contains 10532 members 
Mstep: Class 37 contains 643 members 
Mstep: Class 38 contains 11017 members 
Mstep: Class 39 contains 82976 members 
Mstep: Class 40 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235466112.000000 Penalty: 140280.062500
Iteration 440F: 40 clusters Score -2.354661e+08 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58613 members 
Mstep: Class 2 contains 150766 members 
Mstep: Class 3 contains 7344 members 
Mstep: Class 4 contains 181158 members 
Mstep: Class 5 contains 11362 members 
Mstep: Class 6 contains 656 members 
Mstep: Class 7 contains 31549 members 
Mstep: Class 8 contains 26835 members 
Mstep: Class 9 contains 195771 members 
Mstep: Class 10 contains 6899 members 
Mstep: Class 11 contains 38359 members 
Mstep: Class 12 contains 8969 members 
Mstep: Class 13 contains 10599 members 
Mstep: Class 14 contains 8037 members 
Mstep: Class 15 contains 8410 members 
Mstep: Class 16 contains 10556 members 
Mstep: Class 17 contains 69798 members 
Mstep: Class 19 contains 12384 members 
Mstep: Class 20 contains 2959 members 
Mstep: Class 21 contains 279045 members 
Mstep: Class 22 contains 41506 members 
Mstep: Class 23 contains 995 members 
Mstep: Class 24 contains 282743 members 
Mstep: Class 25 contains 16021 members 
Mstep: Class 26 contains 21829 members 
Mstep: Class 27 contains 16587 members 
Mstep: Class 28 contains 10565 members 
Mstep: Class 29 contains 6410 members 
Mstep: Class 30 contains 37993 members 
Mstep: Class 31 contains 2906 members 
Mstep: Class 32 contains 10075 members 
Mstep: Class 33 contains 8064 members 
Mstep: Class 34 contains 223879 members 
Mstep: Class 35 contains 84795 members 
Mstep: Class 36 contains 10537 members 
Mstep: Class 37 contains 643 members 
Mstep: Class 38 contains 11020 members 
Mstep: Class 39 contains 82983 members 
Mstep: Class 40 contains 524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235465920.000000 Penalty: 140280.062500
Iteration 441Q: 40 clusters Score -2.354659e+08 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58614 members 
Mstep: Class 2 contains 150728 members 
Mstep: Class 3 contains 7342 members 
Mstep: Class 4 contains 181158 members 
Mstep: Class 5 contains 11362 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 31548 members 
Mstep: Class 8 contains 26838 members 
Mstep: Class 9 contains 195820 members 
Mstep: Class 10 contains 6896 members 
Mstep: Class 11 contains 38361 members 
Mstep: Class 12 contains 8977 members 
Mstep: Class 13 contains 10600 members 
Mstep: Class 14 contains 8037 members 
Mstep: Class 15 contains 8412 members 
Mstep: Class 16 contains 10557 members 
Mstep: Class 17 contains 69782 members 
Mstep: Class 19 contains 12384 members 
Mstep: Class 20 contains 2959 members 
Mstep: Class 21 contains 279161 members 
Mstep: Class 22 contains 41501 members 
Mstep: Class 23 contains 995 members 
Mstep: Class 24 contains 282728 members 
Mstep: Class 25 contains 16020 members 
Mstep: Class 26 contains 21837 members 
Mstep: Class 27 contains 16587 members 
Mstep: Class 28 contains 10566 members 
Mstep: Class 29 contains 6410 members 
Mstep: Class 30 contains 37991 members 
Mstep: Class 31 contains 2908 members 
Mstep: Class 32 contains 10074 members 
Mstep: Class 33 contains 8064 members 
Mstep: Class 34 contains 223765 members 
Mstep: Class 35 contains 84787 members 
Mstep: Class 36 contains 10543 members 
Mstep: Class 37 contains 643 members 
Mstep: Class 38 contains 11019 members 
Mstep: Class 39 contains 82990 members 
Mstep: Class 40 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235465856.000000 Penalty: 140280.062500
Iteration 442Q: 40 clusters Score -2.354659e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58614 members 
Mstep: Class 2 contains 150703 members 
Mstep: Class 3 contains 7342 members 
Mstep: Class 4 contains 181171 members 
Mstep: Class 5 contains 11364 members 
Mstep: Class 6 contains 626 members 
Mstep: Class 7 contains 31548 members 
Mstep: Class 8 contains 26847 members 
Mstep: Class 9 contains 195873 members 
Mstep: Class 10 contains 6894 members 
Mstep: Class 11 contains 38363 members 
Mstep: Class 12 contains 8979 members 
Mstep: Class 13 contains 10600 members 
Mstep: Class 14 contains 8038 members 
Mstep: Class 15 contains 8413 members 
Mstep: Class 16 contains 10555 members 
Mstep: Class 17 contains 69768 members 
Mstep: Class 19 contains 12383 members 
Mstep: Class 20 contains 2959 members 
Mstep: Class 21 contains 279268 members 
Mstep: Class 22 contains 41491 members 
Mstep: Class 23 contains 995 members 
Mstep: Class 24 contains 282718 members 
Mstep: Class 25 contains 16020 members 
Mstep: Class 26 contains 21839 members 
Mstep: Class 27 contains 16585 members 
Mstep: Class 28 contains 10565 members 
Mstep: Class 29 contains 6411 members 
Mstep: Class 30 contains 37994 members 
Mstep: Class 31 contains 2907 members 
Mstep: Class 32 contains 10077 members 
Mstep: Class 33 contains 8064 members 
Mstep: Class 34 contains 223638 members 
Mstep: Class 35 contains 84779 members 
Mstep: Class 36 contains 10544 members 
Mstep: Class 37 contains 644 members 
Mstep: Class 38 contains 11020 members 
Mstep: Class 39 contains 82992 members 
Mstep: Class 40 contains 553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235465744.000000 Penalty: 140280.062500
Iteration 443Q: 40 clusters Score -2.354657e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58618 members 
Mstep: Class 2 contains 150665 members 
Mstep: Class 3 contains 7343 members 
Mstep: Class 4 contains 181193 members 
Mstep: Class 5 contains 11369 members 
Mstep: Class 6 contains 621 members 
Mstep: Class 7 contains 31546 members 
Mstep: Class 8 contains 26851 members 
Mstep: Class 9 contains 195915 members 
Mstep: Class 10 contains 6893 members 
Mstep: Class 11 contains 38361 members 
Mstep: Class 12 contains 8979 members 
Mstep: Class 13 contains 10604 members 
Mstep: Class 14 contains 8038 members 
Mstep: Class 15 contains 8412 members 
Mstep: Class 16 contains 10557 members 
Mstep: Class 17 contains 69753 members 
Mstep: Class 19 contains 12382 members 
Mstep: Class 20 contains 2959 members 
Mstep: Class 21 contains 279352 members 
Mstep: Class 22 contains 41482 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282701 members 
Mstep: Class 25 contains 16020 members 
Mstep: Class 26 contains 21841 members 
Mstep: Class 27 contains 16584 members 
Mstep: Class 28 contains 10565 members 
Mstep: Class 29 contains 6411 members 
Mstep: Class 30 contains 37988 members 
Mstep: Class 31 contains 2908 members 
Mstep: Class 32 contains 10080 members 
Mstep: Class 33 contains 8065 members 
Mstep: Class 34 contains 223551 members 
Mstep: Class 35 contains 84772 members 
Mstep: Class 36 contains 10544 members 
Mstep: Class 37 contains 644 members 
Mstep: Class 38 contains 11022 members 
Mstep: Class 39 contains 83002 members 
Mstep: Class 40 contains 559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235465648.000000 Penalty: 140280.062500
Iteration 444Q: 40 clusters Score -2.354656e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58623 members 
Mstep: Class 2 contains 150642 members 
Mstep: Class 3 contains 7343 members 
Mstep: Class 4 contains 181195 members 
Mstep: Class 5 contains 11369 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 31545 members 
Mstep: Class 8 contains 26856 members 
Mstep: Class 9 contains 195961 members 
Mstep: Class 10 contains 6892 members 
Mstep: Class 11 contains 38363 members 
Mstep: Class 12 contains 8979 members 
Mstep: Class 13 contains 10606 members 
Mstep: Class 14 contains 8039 members 
Mstep: Class 15 contains 8412 members 
Mstep: Class 16 contains 10561 members 
Mstep: Class 17 contains 69741 members 
Mstep: Class 19 contains 12380 members 
Mstep: Class 20 contains 2959 members 
Mstep: Class 21 contains 279436 members 
Mstep: Class 22 contains 41468 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282693 members 
Mstep: Class 25 contains 16020 members 
Mstep: Class 26 contains 21844 members 
Mstep: Class 27 contains 16584 members 
Mstep: Class 28 contains 10565 members 
Mstep: Class 29 contains 6411 members 
Mstep: Class 30 contains 37984 members 
Mstep: Class 31 contains 2906 members 
Mstep: Class 32 contains 10081 members 
Mstep: Class 33 contains 8064 members 
Mstep: Class 34 contains 223469 members 
Mstep: Class 35 contains 84763 members 
Mstep: Class 36 contains 10549 members 
Mstep: Class 37 contains 644 members 
Mstep: Class 38 contains 11023 members 
Mstep: Class 39 contains 83000 members 
Mstep: Class 40 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235465920.000000 Penalty: 140280.062500
Iteration 445Q: 40 clusters Score -2.354659e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58620 members 
Mstep: Class 2 contains 150629 members 
Mstep: Class 3 contains 7344 members 
Mstep: Class 4 contains 181203 members 
Mstep: Class 5 contains 11368 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 31546 members 
Mstep: Class 8 contains 26861 members 
Mstep: Class 9 contains 195988 members 
Mstep: Class 10 contains 6892 members 
Mstep: Class 11 contains 38364 members 
Mstep: Class 12 contains 8978 members 
Mstep: Class 13 contains 10611 members 
Mstep: Class 14 contains 8039 members 
Mstep: Class 15 contains 8411 members 
Mstep: Class 16 contains 10559 members 
Mstep: Class 17 contains 69731 members 
Mstep: Class 19 contains 12380 members 
Mstep: Class 20 contains 2959 members 
Mstep: Class 21 contains 279505 members 
Mstep: Class 22 contains 41456 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282686 members 
Mstep: Class 25 contains 16020 members 
Mstep: Class 26 contains 21846 members 
Mstep: Class 27 contains 16583 members 
Mstep: Class 28 contains 10564 members 
Mstep: Class 29 contains 6413 members 
Mstep: Class 30 contains 37986 members 
Mstep: Class 31 contains 2908 members 
Mstep: Class 32 contains 10081 members 
Mstep: Class 33 contains 8064 members 
Mstep: Class 34 contains 223410 members 
Mstep: Class 35 contains 84754 members 
Mstep: Class 36 contains 10548 members 
Mstep: Class 37 contains 644 members 
Mstep: Class 38 contains 11025 members 
Mstep: Class 39 contains 82994 members 
Mstep: Class 40 contains 562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235465936.000000 Penalty: 140280.062500
Iteration 446Q: 40 clusters Score -2.354659e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58619 members 
Mstep: Class 2 contains 150618 members 
Mstep: Class 3 contains 7344 members 
Mstep: Class 4 contains 181209 members 
Mstep: Class 5 contains 11369 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 31546 members 
Mstep: Class 8 contains 26869 members 
Mstep: Class 9 contains 196014 members 
Mstep: Class 10 contains 6893 members 
Mstep: Class 11 contains 38366 members 
Mstep: Class 12 contains 8977 members 
Mstep: Class 13 contains 10614 members 
Mstep: Class 14 contains 8038 members 
Mstep: Class 15 contains 8410 members 
Mstep: Class 16 contains 10560 members 
Mstep: Class 17 contains 69723 members 
Mstep: Class 19 contains 12379 members 
Mstep: Class 20 contains 2958 members 
Mstep: Class 21 contains 279608 members 
Mstep: Class 22 contains 41442 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282682 members 
Mstep: Class 25 contains 16020 members 
Mstep: Class 26 contains 21846 members 
Mstep: Class 27 contains 16581 members 
Mstep: Class 28 contains 10566 members 
Mstep: Class 29 contains 6415 members 
Mstep: Class 30 contains 37981 members 
Mstep: Class 31 contains 2908 members 
Mstep: Class 32 contains 10081 members 
Mstep: Class 33 contains 8066 members 
Mstep: Class 34 contains 223314 members 
Mstep: Class 35 contains 84746 members 
Mstep: Class 36 contains 10549 members 
Mstep: Class 37 contains 644 members 
Mstep: Class 38 contains 11024 members 
Mstep: Class 39 contains 82991 members 
Mstep: Class 40 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235465872.000000 Penalty: 140280.062500
Iteration 447Q: 40 clusters Score -2.354659e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58617 members 
Mstep: Class 2 contains 150612 members 
Mstep: Class 3 contains 7344 members 
Mstep: Class 4 contains 181218 members 
Mstep: Class 5 contains 11369 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 31546 members 
Mstep: Class 8 contains 26872 members 
Mstep: Class 9 contains 196038 members 
Mstep: Class 10 contains 6894 members 
Mstep: Class 11 contains 38362 members 
Mstep: Class 12 contains 8978 members 
Mstep: Class 13 contains 10614 members 
Mstep: Class 14 contains 8038 members 
Mstep: Class 15 contains 8409 members 
Mstep: Class 16 contains 10562 members 
Mstep: Class 17 contains 69718 members 
Mstep: Class 19 contains 12380 members 
Mstep: Class 20 contains 2957 members 
Mstep: Class 21 contains 279686 members 
Mstep: Class 22 contains 41434 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282671 members 
Mstep: Class 25 contains 16020 members 
Mstep: Class 26 contains 21849 members 
Mstep: Class 27 contains 16578 members 
Mstep: Class 28 contains 10568 members 
Mstep: Class 29 contains 6415 members 
Mstep: Class 30 contains 37981 members 
Mstep: Class 31 contains 2908 members 
Mstep: Class 32 contains 10081 members 
Mstep: Class 33 contains 8068 members 
Mstep: Class 34 contains 223251 members 
Mstep: Class 35 contains 84734 members 
Mstep: Class 36 contains 10548 members 
Mstep: Class 37 contains 644 members 
Mstep: Class 38 contains 11023 members 
Mstep: Class 39 contains 82983 members 
Mstep: Class 40 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235465856.000000 Penalty: 140280.062500
Iteration 448Q: 40 clusters Score -2.354659e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58617 members 
Mstep: Class 2 contains 150600 members 
Mstep: Class 3 contains 7343 members 
Mstep: Class 4 contains 181220 members 
Mstep: Class 5 contains 11369 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 31546 members 
Mstep: Class 8 contains 26874 members 
Mstep: Class 9 contains 196073 members 
Mstep: Class 10 contains 6893 members 
Mstep: Class 11 contains 38366 members 
Mstep: Class 12 contains 8979 members 
Mstep: Class 13 contains 10612 members 
Mstep: Class 14 contains 8038 members 
Mstep: Class 15 contains 8409 members 
Mstep: Class 16 contains 10561 members 
Mstep: Class 17 contains 69714 members 
Mstep: Class 19 contains 12381 members 
Mstep: Class 20 contains 2957 members 
Mstep: Class 21 contains 279759 members 
Mstep: Class 22 contains 41428 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282663 members 
Mstep: Class 25 contains 16020 members 
Mstep: Class 26 contains 21850 members 
Mstep: Class 27 contains 16578 members 
Mstep: Class 28 contains 10569 members 
Mstep: Class 29 contains 6417 members 
Mstep: Class 30 contains 37979 members 
Mstep: Class 31 contains 2909 members 
Mstep: Class 32 contains 10083 members 
Mstep: Class 33 contains 8068 members 
Mstep: Class 34 contains 223183 members 
Mstep: Class 35 contains 84727 members 
Mstep: Class 36 contains 10551 members 
Mstep: Class 37 contains 644 members 
Mstep: Class 38 contains 11023 members 
Mstep: Class 39 contains 82967 members 
Mstep: Class 40 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235465840.000000 Penalty: 140280.062500
Iteration 449Q: 40 clusters Score -2.354658e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58617 members 
Mstep: Class 2 contains 150591 members 
Mstep: Class 3 contains 7342 members 
Mstep: Class 4 contains 181226 members 
Mstep: Class 5 contains 11369 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 31544 members 
Mstep: Class 8 contains 26878 members 
Mstep: Class 9 contains 196101 members 
Mstep: Class 10 contains 6891 members 
Mstep: Class 11 contains 38369 members 
Mstep: Class 12 contains 8980 members 
Mstep: Class 13 contains 10612 members 
Mstep: Class 14 contains 8039 members 
Mstep: Class 15 contains 8409 members 
Mstep: Class 16 contains 10563 members 
Mstep: Class 17 contains 69712 members 
Mstep: Class 19 contains 12381 members 
Mstep: Class 20 contains 2957 members 
Mstep: Class 21 contains 279853 members 
Mstep: Class 22 contains 41426 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282649 members 
Mstep: Class 25 contains 16020 members 
Mstep: Class 26 contains 21851 members 
Mstep: Class 27 contains 16575 members 
Mstep: Class 28 contains 10568 members 
Mstep: Class 29 contains 6418 members 
Mstep: Class 30 contains 37982 members 
Mstep: Class 31 contains 2909 members 
Mstep: Class 32 contains 10085 members 
Mstep: Class 33 contains 8068 members 
Mstep: Class 34 contains 223082 members 
Mstep: Class 35 contains 84722 members 
Mstep: Class 36 contains 10553 members 
Mstep: Class 37 contains 644 members 
Mstep: Class 38 contains 11022 members 
Mstep: Class 39 contains 82962 members 
Mstep: Class 40 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235465968.000000 Penalty: 140280.062500
Iteration 450Q: 40 clusters Score -2.35466e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58617 members 
Mstep: Class 2 contains 150577 members 
Mstep: Class 3 contains 7343 members 
Mstep: Class 4 contains 181222 members 
Mstep: Class 5 contains 11368 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 31542 members 
Mstep: Class 8 contains 26877 members 
Mstep: Class 9 contains 196132 members 
Mstep: Class 10 contains 6891 members 
Mstep: Class 11 contains 38372 members 
Mstep: Class 12 contains 8983 members 
Mstep: Class 13 contains 10612 members 
Mstep: Class 14 contains 8038 members 
Mstep: Class 15 contains 8409 members 
Mstep: Class 16 contains 10561 members 
Mstep: Class 17 contains 69711 members 
Mstep: Class 19 contains 12381 members 
Mstep: Class 20 contains 2957 members 
Mstep: Class 21 contains 279924 members 
Mstep: Class 22 contains 41424 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282641 members 
Mstep: Class 25 contains 16020 members 
Mstep: Class 26 contains 21852 members 
Mstep: Class 27 contains 16572 members 
Mstep: Class 28 contains 10568 members 
Mstep: Class 29 contains 6419 members 
Mstep: Class 30 contains 37984 members 
Mstep: Class 31 contains 2909 members 
Mstep: Class 32 contains 10088 members 
Mstep: Class 33 contains 8068 members 
Mstep: Class 34 contains 223017 members 
Mstep: Class 35 contains 84716 members 
Mstep: Class 36 contains 10554 members 
Mstep: Class 37 contains 644 members 
Mstep: Class 38 contains 11022 members 
Mstep: Class 39 contains 82955 members 
Mstep: Class 40 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235465952.000000 Penalty: 140280.062500
Iteration 451Q: 40 clusters Score -2.35466e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58620 members 
Mstep: Class 2 contains 150571 members 
Mstep: Class 3 contains 7345 members 
Mstep: Class 4 contains 181227 members 
Mstep: Class 5 contains 11369 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 31542 members 
Mstep: Class 8 contains 26878 members 
Mstep: Class 9 contains 196153 members 
Mstep: Class 10 contains 6889 members 
Mstep: Class 11 contains 38373 members 
Mstep: Class 12 contains 8983 members 
Mstep: Class 13 contains 10612 members 
Mstep: Class 14 contains 8037 members 
Mstep: Class 15 contains 8408 members 
Mstep: Class 16 contains 10559 members 
Mstep: Class 17 contains 69713 members 
Mstep: Class 19 contains 12381 members 
Mstep: Class 20 contains 2957 members 
Mstep: Class 21 contains 279981 members 
Mstep: Class 22 contains 41422 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282633 members 
Mstep: Class 25 contains 16020 members 
Mstep: Class 26 contains 21855 members 
Mstep: Class 27 contains 16572 members 
Mstep: Class 28 contains 10567 members 
Mstep: Class 29 contains 6419 members 
Mstep: Class 30 contains 37985 members 
Mstep: Class 31 contains 2909 members 
Mstep: Class 32 contains 10089 members 
Mstep: Class 33 contains 8068 members 
Mstep: Class 34 contains 222949 members 
Mstep: Class 35 contains 84710 members 
Mstep: Class 36 contains 10552 members 
Mstep: Class 37 contains 644 members 
Mstep: Class 38 contains 11021 members 
Mstep: Class 39 contains 82957 members 
Mstep: Class 40 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235465968.000000 Penalty: 140280.062500
Iteration 452Q: 40 clusters Score -2.35466e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58619 members 
Mstep: Class 2 contains 150559 members 
Mstep: Class 3 contains 7346 members 
Mstep: Class 4 contains 181233 members 
Mstep: Class 5 contains 11371 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 31542 members 
Mstep: Class 8 contains 26883 members 
Mstep: Class 9 contains 196181 members 
Mstep: Class 10 contains 6889 members 
Mstep: Class 11 contains 38375 members 
Mstep: Class 12 contains 8983 members 
Mstep: Class 13 contains 10614 members 
Mstep: Class 14 contains 8037 members 
Mstep: Class 15 contains 8409 members 
Mstep: Class 16 contains 10560 members 
Mstep: Class 17 contains 69710 members 
Mstep: Class 19 contains 12380 members 
Mstep: Class 20 contains 2957 members 
Mstep: Class 21 contains 280043 members 
Mstep: Class 22 contains 41415 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282624 members 
Mstep: Class 25 contains 16020 members 
Mstep: Class 26 contains 21858 members 
Mstep: Class 27 contains 16572 members 
Mstep: Class 28 contains 10568 members 
Mstep: Class 29 contains 6419 members 
Mstep: Class 30 contains 37982 members 
Mstep: Class 31 contains 2910 members 
Mstep: Class 32 contains 10092 members 
Mstep: Class 33 contains 8068 members 
Mstep: Class 34 contains 222874 members 
Mstep: Class 35 contains 84706 members 
Mstep: Class 36 contains 10552 members 
Mstep: Class 37 contains 644 members 
Mstep: Class 38 contains 11022 members 
Mstep: Class 39 contains 82953 members 
Mstep: Class 40 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235466128.000000 Penalty: 140280.062500
Iteration 453Q: 40 clusters Score -2.354661e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58618 members 
Mstep: Class 2 contains 150550 members 
Mstep: Class 3 contains 7348 members 
Mstep: Class 4 contains 181240 members 
Mstep: Class 5 contains 11372 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 31542 members 
Mstep: Class 8 contains 26889 members 
Mstep: Class 9 contains 196201 members 
Mstep: Class 10 contains 6889 members 
Mstep: Class 11 contains 38379 members 
Mstep: Class 12 contains 8983 members 
Mstep: Class 13 contains 10614 members 
Mstep: Class 14 contains 8036 members 
Mstep: Class 15 contains 8408 members 
Mstep: Class 16 contains 10562 members 
Mstep: Class 17 contains 69707 members 
Mstep: Class 19 contains 12377 members 
Mstep: Class 20 contains 2957 members 
Mstep: Class 21 contains 280102 members 
Mstep: Class 22 contains 41413 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282618 members 
Mstep: Class 25 contains 16020 members 
Mstep: Class 26 contains 21863 members 
Mstep: Class 27 contains 16571 members 
Mstep: Class 28 contains 10568 members 
Mstep: Class 29 contains 6419 members 
Mstep: Class 30 contains 37981 members 
Mstep: Class 31 contains 2911 members 
Mstep: Class 32 contains 10093 members 
Mstep: Class 33 contains 8068 members 
Mstep: Class 34 contains 222805 members 
Mstep: Class 35 contains 84701 members 
Mstep: Class 36 contains 10551 members 
Mstep: Class 37 contains 644 members 
Mstep: Class 38 contains 11021 members 
Mstep: Class 39 contains 82949 members 
Mstep: Class 40 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235466192.000000 Penalty: 140280.062500
Iteration 454Q: 40 clusters Score -2.354662e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58616 members 
Mstep: Class 2 contains 150543 members 
Mstep: Class 3 contains 7346 members 
Mstep: Class 4 contains 181243 members 
Mstep: Class 5 contains 11372 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 31541 members 
Mstep: Class 8 contains 26893 members 
Mstep: Class 9 contains 196223 members 
Mstep: Class 10 contains 6889 members 
Mstep: Class 11 contains 38381 members 
Mstep: Class 12 contains 8983 members 
Mstep: Class 13 contains 10614 members 
Mstep: Class 14 contains 8037 members 
Mstep: Class 15 contains 8408 members 
Mstep: Class 16 contains 10563 members 
Mstep: Class 17 contains 69699 members 
Mstep: Class 19 contains 12376 members 
Mstep: Class 20 contains 2957 members 
Mstep: Class 21 contains 280172 members 
Mstep: Class 22 contains 41407 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282612 members 
Mstep: Class 25 contains 16020 members 
Mstep: Class 26 contains 21864 members 
Mstep: Class 27 contains 16571 members 
Mstep: Class 28 contains 10568 members 
Mstep: Class 29 contains 6419 members 
Mstep: Class 30 contains 37982 members 
Mstep: Class 31 contains 2912 members 
Mstep: Class 32 contains 10095 members 
Mstep: Class 33 contains 8068 members 
Mstep: Class 34 contains 222736 members 
Mstep: Class 35 contains 84697 members 
Mstep: Class 36 contains 10552 members 
Mstep: Class 37 contains 644 members 
Mstep: Class 38 contains 11021 members 
Mstep: Class 39 contains 82946 members 
Mstep: Class 40 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235466384.000000 Penalty: 140280.062500
Iteration 455Q: 40 clusters Score -2.354664e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58614 members 
Mstep: Class 2 contains 150536 members 
Mstep: Class 3 contains 7347 members 
Mstep: Class 4 contains 181247 members 
Mstep: Class 5 contains 11372 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 31536 members 
Mstep: Class 8 contains 26893 members 
Mstep: Class 9 contains 196250 members 
Mstep: Class 10 contains 6890 members 
Mstep: Class 11 contains 38383 members 
Mstep: Class 12 contains 8983 members 
Mstep: Class 13 contains 10615 members 
Mstep: Class 14 contains 8038 members 
Mstep: Class 15 contains 8408 members 
Mstep: Class 16 contains 10564 members 
Mstep: Class 17 contains 69695 members 
Mstep: Class 19 contains 12375 members 
Mstep: Class 20 contains 2958 members 
Mstep: Class 21 contains 280226 members 
Mstep: Class 22 contains 41401 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282611 members 
Mstep: Class 25 contains 16021 members 
Mstep: Class 26 contains 21862 members 
Mstep: Class 27 contains 16567 members 
Mstep: Class 28 contains 10568 members 
Mstep: Class 29 contains 6419 members 
Mstep: Class 30 contains 37981 members 
Mstep: Class 31 contains 2913 members 
Mstep: Class 32 contains 10096 members 
Mstep: Class 33 contains 8068 members 
Mstep: Class 34 contains 222676 members 
Mstep: Class 35 contains 84693 members 
Mstep: Class 36 contains 10553 members 
Mstep: Class 37 contains 644 members 
Mstep: Class 38 contains 11021 members 
Mstep: Class 39 contains 82946 members 
Mstep: Class 40 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235466448.000000 Penalty: 140280.062500
Iteration 456Q: 40 clusters Score -2.354664e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58612 members 
Mstep: Class 2 contains 150531 members 
Mstep: Class 3 contains 7348 members 
Mstep: Class 4 contains 181248 members 
Mstep: Class 5 contains 11371 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 31532 members 
Mstep: Class 8 contains 26895 members 
Mstep: Class 9 contains 196268 members 
Mstep: Class 10 contains 6890 members 
Mstep: Class 11 contains 38388 members 
Mstep: Class 12 contains 8983 members 
Mstep: Class 13 contains 10615 members 
Mstep: Class 14 contains 8039 members 
Mstep: Class 15 contains 8408 members 
Mstep: Class 16 contains 10563 members 
Mstep: Class 17 contains 69693 members 
Mstep: Class 19 contains 12375 members 
Mstep: Class 20 contains 2957 members 
Mstep: Class 21 contains 280281 members 
Mstep: Class 22 contains 41400 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282613 members 
Mstep: Class 25 contains 16021 members 
Mstep: Class 26 contains 21864 members 
Mstep: Class 27 contains 16563 members 
Mstep: Class 28 contains 10568 members 
Mstep: Class 29 contains 6419 members 
Mstep: Class 30 contains 37981 members 
Mstep: Class 31 contains 2912 members 
Mstep: Class 32 contains 10096 members 
Mstep: Class 33 contains 8070 members 
Mstep: Class 34 contains 222606 members 
Mstep: Class 35 contains 84692 members 
Mstep: Class 36 contains 10553 members 
Mstep: Class 37 contains 644 members 
Mstep: Class 38 contains 11021 members 
Mstep: Class 39 contains 82950 members 
Mstep: Class 40 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235466352.000000 Penalty: 140280.062500
Iteration 457Q: 40 clusters Score -2.354664e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58611 members 
Mstep: Class 2 contains 150525 members 
Mstep: Class 3 contains 7348 members 
Mstep: Class 4 contains 181255 members 
Mstep: Class 5 contains 11371 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 31533 members 
Mstep: Class 8 contains 26903 members 
Mstep: Class 9 contains 196284 members 
Mstep: Class 10 contains 6890 members 
Mstep: Class 11 contains 38386 members 
Mstep: Class 12 contains 8983 members 
Mstep: Class 13 contains 10615 members 
Mstep: Class 14 contains 8040 members 
Mstep: Class 15 contains 8407 members 
Mstep: Class 16 contains 10560 members 
Mstep: Class 17 contains 69693 members 
Mstep: Class 19 contains 12376 members 
Mstep: Class 20 contains 2956 members 
Mstep: Class 21 contains 280346 members 
Mstep: Class 22 contains 41396 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282607 members 
Mstep: Class 25 contains 16021 members 
Mstep: Class 26 contains 21864 members 
Mstep: Class 27 contains 16564 members 
Mstep: Class 28 contains 10569 members 
Mstep: Class 29 contains 6419 members 
Mstep: Class 30 contains 37982 members 
Mstep: Class 31 contains 2912 members 
Mstep: Class 32 contains 10096 members 
Mstep: Class 33 contains 8071 members 
Mstep: Class 34 contains 222528 members 
Mstep: Class 35 contains 84690 members 
Mstep: Class 36 contains 10553 members 
Mstep: Class 37 contains 644 members 
Mstep: Class 38 contains 11021 members 
Mstep: Class 39 contains 82951 members 
Mstep: Class 40 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235466448.000000 Penalty: 140280.062500
Iteration 458Q: 40 clusters Score -2.354664e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58611 members 
Mstep: Class 2 contains 150521 members 
Mstep: Class 3 contains 7349 members 
Mstep: Class 4 contains 181253 members 
Mstep: Class 5 contains 11374 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 31531 members 
Mstep: Class 8 contains 26907 members 
Mstep: Class 9 contains 196299 members 
Mstep: Class 10 contains 6890 members 
Mstep: Class 11 contains 38387 members 
Mstep: Class 12 contains 8983 members 
Mstep: Class 13 contains 10615 members 
Mstep: Class 14 contains 8040 members 
Mstep: Class 15 contains 8407 members 
Mstep: Class 16 contains 10553 members 
Mstep: Class 17 contains 69685 members 
Mstep: Class 19 contains 12377 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 280404 members 
Mstep: Class 22 contains 41391 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282608 members 
Mstep: Class 25 contains 16021 members 
Mstep: Class 26 contains 21862 members 
Mstep: Class 27 contains 16563 members 
Mstep: Class 28 contains 10570 members 
Mstep: Class 29 contains 6419 members 
Mstep: Class 30 contains 37985 members 
Mstep: Class 31 contains 2912 members 
Mstep: Class 32 contains 10096 members 
Mstep: Class 33 contains 8073 members 
Mstep: Class 34 contains 222471 members 
Mstep: Class 35 contains 84688 members 
Mstep: Class 36 contains 10553 members 
Mstep: Class 37 contains 644 members 
Mstep: Class 38 contains 11021 members 
Mstep: Class 39 contains 82953 members 
Mstep: Class 40 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235466496.000000 Penalty: 140280.062500
Iteration 459Q: 40 clusters Score -2.354665e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58613 members 
Mstep: Class 2 contains 150515 members 
Mstep: Class 3 contains 7351 members 
Mstep: Class 4 contains 181263 members 
Mstep: Class 5 contains 11375 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 31531 members 
Mstep: Class 8 contains 26915 members 
Mstep: Class 9 contains 196315 members 
Mstep: Class 10 contains 6890 members 
Mstep: Class 11 contains 38388 members 
Mstep: Class 12 contains 8982 members 
Mstep: Class 13 contains 10615 members 
Mstep: Class 14 contains 8040 members 
Mstep: Class 15 contains 8407 members 
Mstep: Class 16 contains 10550 members 
Mstep: Class 17 contains 69677 members 
Mstep: Class 19 contains 12376 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 280459 members 
Mstep: Class 22 contains 41382 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282600 members 
Mstep: Class 25 contains 16021 members 
Mstep: Class 26 contains 21864 members 
Mstep: Class 27 contains 16565 members 
Mstep: Class 28 contains 10569 members 
Mstep: Class 29 contains 6418 members 
Mstep: Class 30 contains 37985 members 
Mstep: Class 31 contains 2912 members 
Mstep: Class 32 contains 10095 members 
Mstep: Class 33 contains 8073 members 
Mstep: Class 34 contains 222410 members 
Mstep: Class 35 contains 84686 members 
Mstep: Class 36 contains 10555 members 
Mstep: Class 37 contains 644 members 
Mstep: Class 38 contains 11022 members 
Mstep: Class 39 contains 82953 members 
Mstep: Class 40 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235466240.000000 Penalty: 140280.062500
Iteration 460F: 40 clusters Score -2.354662e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58613 members 
Mstep: Class 2 contains 150512 members 
Mstep: Class 3 contains 7350 members 
Mstep: Class 4 contains 181275 members 
Mstep: Class 5 contains 11373 members 
Mstep: Class 6 contains 574 members 
Mstep: Class 7 contains 31532 members 
Mstep: Class 8 contains 26917 members 
Mstep: Class 9 contains 196333 members 
Mstep: Class 10 contains 6889 members 
Mstep: Class 11 contains 38387 members 
Mstep: Class 12 contains 8980 members 
Mstep: Class 13 contains 10615 members 
Mstep: Class 14 contains 8040 members 
Mstep: Class 15 contains 8407 members 
Mstep: Class 16 contains 10556 members 
Mstep: Class 17 contains 69671 members 
Mstep: Class 19 contains 12377 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 280513 members 
Mstep: Class 22 contains 41378 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282594 members 
Mstep: Class 25 contains 16021 members 
Mstep: Class 26 contains 21869 members 
Mstep: Class 27 contains 16565 members 
Mstep: Class 28 contains 10568 members 
Mstep: Class 29 contains 6418 members 
Mstep: Class 30 contains 37985 members 
Mstep: Class 31 contains 2913 members 
Mstep: Class 32 contains 10094 members 
Mstep: Class 33 contains 8072 members 
Mstep: Class 34 contains 222348 members 
Mstep: Class 35 contains 84682 members 
Mstep: Class 36 contains 10556 members 
Mstep: Class 37 contains 644 members 
Mstep: Class 38 contains 11022 members 
Mstep: Class 39 contains 82947 members 
Mstep: Class 40 contains 606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235466400.000000 Penalty: 140280.062500
Iteration 461Q: 40 clusters Score -2.354664e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58613 members 
Mstep: Class 2 contains 150508 members 
Mstep: Class 3 contains 7350 members 
Mstep: Class 4 contains 181282 members 
Mstep: Class 5 contains 11374 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 31532 members 
Mstep: Class 8 contains 26924 members 
Mstep: Class 9 contains 196350 members 
Mstep: Class 10 contains 6889 members 
Mstep: Class 11 contains 38388 members 
Mstep: Class 12 contains 8983 members 
Mstep: Class 13 contains 10616 members 
Mstep: Class 14 contains 8040 members 
Mstep: Class 15 contains 8407 members 
Mstep: Class 16 contains 10556 members 
Mstep: Class 17 contains 69660 members 
Mstep: Class 19 contains 12377 members 
Mstep: Class 20 contains 2954 members 
Mstep: Class 21 contains 280568 members 
Mstep: Class 22 contains 41372 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282592 members 
Mstep: Class 25 contains 16021 members 
Mstep: Class 26 contains 21871 members 
Mstep: Class 27 contains 16567 members 
Mstep: Class 28 contains 10565 members 
Mstep: Class 29 contains 6418 members 
Mstep: Class 30 contains 37985 members 
Mstep: Class 31 contains 2915 members 
Mstep: Class 32 contains 10095 members 
Mstep: Class 33 contains 8069 members 
Mstep: Class 34 contains 222288 members 
Mstep: Class 35 contains 84682 members 
Mstep: Class 36 contains 10555 members 
Mstep: Class 37 contains 644 members 
Mstep: Class 38 contains 11024 members 
Mstep: Class 39 contains 82937 members 
Mstep: Class 40 contains 653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235466384.000000 Penalty: 140280.062500
Iteration 462Q: 40 clusters Score -2.354664e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58611 members 
Mstep: Class 2 contains 150503 members 
Mstep: Class 3 contains 7350 members 
Mstep: Class 4 contains 181290 members 
Mstep: Class 5 contains 11375 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 31529 members 
Mstep: Class 8 contains 26925 members 
Mstep: Class 9 contains 196372 members 
Mstep: Class 10 contains 6889 members 
Mstep: Class 11 contains 38393 members 
Mstep: Class 12 contains 8985 members 
Mstep: Class 13 contains 10614 members 
Mstep: Class 14 contains 8040 members 
Mstep: Class 15 contains 8406 members 
Mstep: Class 16 contains 10555 members 
Mstep: Class 17 contains 69653 members 
Mstep: Class 19 contains 12377 members 
Mstep: Class 20 contains 2953 members 
Mstep: Class 21 contains 280616 members 
Mstep: Class 22 contains 41364 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282597 members 
Mstep: Class 25 contains 16021 members 
Mstep: Class 26 contains 21875 members 
Mstep: Class 27 contains 16568 members 
Mstep: Class 28 contains 10563 members 
Mstep: Class 29 contains 6418 members 
Mstep: Class 30 contains 37983 members 
Mstep: Class 31 contains 2916 members 
Mstep: Class 32 contains 10098 members 
Mstep: Class 33 contains 8068 members 
Mstep: Class 34 contains 222227 members 
Mstep: Class 35 contains 84682 members 
Mstep: Class 36 contains 10555 members 
Mstep: Class 37 contains 645 members 
Mstep: Class 38 contains 11022 members 
Mstep: Class 39 contains 82933 members 
Mstep: Class 40 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235466432.000000 Penalty: 140280.062500
Iteration 463Q: 40 clusters Score -2.354664e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58612 members 
Mstep: Class 2 contains 150497 members 
Mstep: Class 3 contains 7350 members 
Mstep: Class 4 contains 181293 members 
Mstep: Class 5 contains 11377 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 31528 members 
Mstep: Class 8 contains 26926 members 
Mstep: Class 9 contains 196391 members 
Mstep: Class 10 contains 6889 members 
Mstep: Class 11 contains 38398 members 
Mstep: Class 12 contains 8989 members 
Mstep: Class 13 contains 10613 members 
Mstep: Class 14 contains 8040 members 
Mstep: Class 15 contains 8405 members 
Mstep: Class 16 contains 10557 members 
Mstep: Class 17 contains 69646 members 
Mstep: Class 19 contains 12377 members 
Mstep: Class 20 contains 2953 members 
Mstep: Class 21 contains 280653 members 
Mstep: Class 22 contains 41352 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282594 members 
Mstep: Class 25 contains 16021 members 
Mstep: Class 26 contains 21877 members 
Mstep: Class 27 contains 16568 members 
Mstep: Class 28 contains 10563 members 
Mstep: Class 29 contains 6418 members 
Mstep: Class 30 contains 37980 members 
Mstep: Class 31 contains 2916 members 
Mstep: Class 32 contains 10101 members 
Mstep: Class 33 contains 8068 members 
Mstep: Class 34 contains 222181 members 
Mstep: Class 35 contains 84683 members 
Mstep: Class 36 contains 10555 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 11021 members 
Mstep: Class 39 contains 82932 members 
Mstep: Class 40 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235466240.000000 Penalty: 140280.062500
Iteration 464Q: 40 clusters Score -2.354662e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58613 members 
Mstep: Class 2 contains 150492 members 
Mstep: Class 3 contains 7350 members 
Mstep: Class 4 contains 181308 members 
Mstep: Class 5 contains 11376 members 
Mstep: Class 6 contains 518 members 
Mstep: Class 7 contains 31528 members 
Mstep: Class 8 contains 26928 members 
Mstep: Class 9 contains 196413 members 
Mstep: Class 10 contains 6889 members 
Mstep: Class 11 contains 38399 members 
Mstep: Class 12 contains 8992 members 
Mstep: Class 13 contains 10613 members 
Mstep: Class 14 contains 8040 members 
Mstep: Class 15 contains 8403 members 
Mstep: Class 16 contains 10557 members 
Mstep: Class 17 contains 69637 members 
Mstep: Class 19 contains 12377 members 
Mstep: Class 20 contains 2953 members 
Mstep: Class 21 contains 280698 members 
Mstep: Class 22 contains 41349 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282589 members 
Mstep: Class 25 contains 16021 members 
Mstep: Class 26 contains 21879 members 
Mstep: Class 27 contains 16568 members 
Mstep: Class 28 contains 10562 members 
Mstep: Class 29 contains 6419 members 
Mstep: Class 30 contains 37977 members 
Mstep: Class 31 contains 2917 members 
Mstep: Class 32 contains 10100 members 
Mstep: Class 33 contains 8067 members 
Mstep: Class 34 contains 222124 members 
Mstep: Class 35 contains 84679 members 
Mstep: Class 36 contains 10555 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 11021 members 
Mstep: Class 39 contains 82929 members 
Mstep: Class 40 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235466464.000000 Penalty: 140280.062500
Iteration 465Q: 40 clusters Score -2.354665e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58615 members 
Mstep: Class 2 contains 150488 members 
Mstep: Class 3 contains 7350 members 
Mstep: Class 4 contains 181314 members 
Mstep: Class 5 contains 11376 members 
Mstep: Class 6 contains 518 members 
Mstep: Class 7 contains 31527 members 
Mstep: Class 8 contains 26931 members 
Mstep: Class 9 contains 196430 members 
Mstep: Class 10 contains 6889 members 
Mstep: Class 11 contains 38399 members 
Mstep: Class 12 contains 8993 members 
Mstep: Class 13 contains 10613 members 
Mstep: Class 14 contains 8040 members 
Mstep: Class 15 contains 8404 members 
Mstep: Class 16 contains 10558 members 
Mstep: Class 17 contains 69629 members 
Mstep: Class 19 contains 12379 members 
Mstep: Class 20 contains 2953 members 
Mstep: Class 21 contains 280747 members 
Mstep: Class 22 contains 41345 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282585 members 
Mstep: Class 25 contains 16021 members 
Mstep: Class 26 contains 21882 members 
Mstep: Class 27 contains 16568 members 
Mstep: Class 28 contains 10561 members 
Mstep: Class 29 contains 6420 members 
Mstep: Class 30 contains 37979 members 
Mstep: Class 31 contains 2918 members 
Mstep: Class 32 contains 10100 members 
Mstep: Class 33 contains 8067 members 
Mstep: Class 34 contains 222065 members 
Mstep: Class 35 contains 84674 members 
Mstep: Class 36 contains 10555 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 11020 members 
Mstep: Class 39 contains 82927 members 
Mstep: Class 40 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235466464.000000 Penalty: 140280.062500
Iteration 466Q: 40 clusters Score -2.354665e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58615 members 
Mstep: Class 2 contains 150474 members 
Mstep: Class 3 contains 7350 members 
Mstep: Class 4 contains 181319 members 
Mstep: Class 5 contains 11376 members 
Mstep: Class 6 contains 518 members 
Mstep: Class 7 contains 31523 members 
Mstep: Class 8 contains 26933 members 
Mstep: Class 9 contains 196442 members 
Mstep: Class 10 contains 6889 members 
Mstep: Class 11 contains 38398 members 
Mstep: Class 12 contains 8995 members 
Mstep: Class 13 contains 10613 members 
Mstep: Class 14 contains 8040 members 
Mstep: Class 15 contains 8404 members 
Mstep: Class 16 contains 10557 members 
Mstep: Class 17 contains 69621 members 
Mstep: Class 19 contains 12379 members 
Mstep: Class 20 contains 2953 members 
Mstep: Class 21 contains 280792 members 
Mstep: Class 22 contains 41343 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282584 members 
Mstep: Class 25 contains 16021 members 
Mstep: Class 26 contains 21882 members 
Mstep: Class 27 contains 16568 members 
Mstep: Class 28 contains 10560 members 
Mstep: Class 29 contains 6420 members 
Mstep: Class 30 contains 37983 members 
Mstep: Class 31 contains 2920 members 
Mstep: Class 32 contains 10100 members 
Mstep: Class 33 contains 8067 members 
Mstep: Class 34 contains 222023 members 
Mstep: Class 35 contains 84672 members 
Mstep: Class 36 contains 10555 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 11020 members 
Mstep: Class 39 contains 82931 members 
Mstep: Class 40 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235466608.000000 Penalty: 140280.062500
Iteration 467Q: 40 clusters Score -2.354666e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58618 members 
Mstep: Class 2 contains 150462 members 
Mstep: Class 3 contains 7350 members 
Mstep: Class 4 contains 181325 members 
Mstep: Class 5 contains 11376 members 
Mstep: Class 6 contains 518 members 
Mstep: Class 7 contains 31522 members 
Mstep: Class 8 contains 26933 members 
Mstep: Class 9 contains 196445 members 
Mstep: Class 10 contains 6889 members 
Mstep: Class 11 contains 38397 members 
Mstep: Class 12 contains 8996 members 
Mstep: Class 13 contains 10613 members 
Mstep: Class 14 contains 8040 members 
Mstep: Class 15 contains 8404 members 
Mstep: Class 16 contains 10556 members 
Mstep: Class 17 contains 69621 members 
Mstep: Class 19 contains 12379 members 
Mstep: Class 20 contains 2953 members 
Mstep: Class 21 contains 280838 members 
Mstep: Class 22 contains 41346 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282579 members 
Mstep: Class 25 contains 16021 members 
Mstep: Class 26 contains 21882 members 
Mstep: Class 27 contains 16567 members 
Mstep: Class 28 contains 10560 members 
Mstep: Class 29 contains 6420 members 
Mstep: Class 30 contains 37984 members 
Mstep: Class 31 contains 2920 members 
Mstep: Class 32 contains 10101 members 
Mstep: Class 33 contains 8067 members 
Mstep: Class 34 contains 221978 members 
Mstep: Class 35 contains 84672 members 
Mstep: Class 36 contains 10557 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 11019 members 
Mstep: Class 39 contains 82932 members 
Mstep: Class 40 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235466496.000000 Penalty: 140280.062500
Iteration 468Q: 40 clusters Score -2.354665e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58621 members 
Mstep: Class 2 contains 150451 members 
Mstep: Class 3 contains 7351 members 
Mstep: Class 4 contains 181327 members 
Mstep: Class 5 contains 11376 members 
Mstep: Class 6 contains 518 members 
Mstep: Class 7 contains 31520 members 
Mstep: Class 8 contains 26935 members 
Mstep: Class 9 contains 196459 members 
Mstep: Class 10 contains 6889 members 
Mstep: Class 11 contains 38398 members 
Mstep: Class 12 contains 8996 members 
Mstep: Class 13 contains 10613 members 
Mstep: Class 14 contains 8040 members 
Mstep: Class 15 contains 8405 members 
Mstep: Class 16 contains 10555 members 
Mstep: Class 17 contains 69614 members 
Mstep: Class 19 contains 12379 members 
Mstep: Class 20 contains 2953 members 
Mstep: Class 21 contains 280875 members 
Mstep: Class 22 contains 41345 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282576 members 
Mstep: Class 25 contains 16021 members 
Mstep: Class 26 contains 21882 members 
Mstep: Class 27 contains 16566 members 
Mstep: Class 28 contains 10559 members 
Mstep: Class 29 contains 6420 members 
Mstep: Class 30 contains 37987 members 
Mstep: Class 31 contains 2920 members 
Mstep: Class 32 contains 10102 members 
Mstep: Class 33 contains 8067 members 
Mstep: Class 34 contains 221941 members 
Mstep: Class 35 contains 84669 members 
Mstep: Class 36 contains 10557 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 11019 members 
Mstep: Class 39 contains 82934 members 
Mstep: Class 40 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235466480.000000 Penalty: 140280.062500
Iteration 469Q: 40 clusters Score -2.354665e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58621 members 
Mstep: Class 2 contains 150441 members 
Mstep: Class 3 contains 7352 members 
Mstep: Class 4 contains 181332 members 
Mstep: Class 5 contains 11376 members 
Mstep: Class 6 contains 518 members 
Mstep: Class 7 contains 31519 members 
Mstep: Class 8 contains 26938 members 
Mstep: Class 9 contains 196468 members 
Mstep: Class 10 contains 6889 members 
Mstep: Class 11 contains 38402 members 
Mstep: Class 12 contains 8996 members 
Mstep: Class 13 contains 10612 members 
Mstep: Class 14 contains 8040 members 
Mstep: Class 15 contains 8405 members 
Mstep: Class 16 contains 10553 members 
Mstep: Class 17 contains 69614 members 
Mstep: Class 19 contains 12379 members 
Mstep: Class 20 contains 2953 members 
Mstep: Class 21 contains 280905 members 
Mstep: Class 22 contains 41345 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282567 members 
Mstep: Class 25 contains 16021 members 
Mstep: Class 26 contains 21882 members 
Mstep: Class 27 contains 16567 members 
Mstep: Class 28 contains 10558 members 
Mstep: Class 29 contains 6421 members 
Mstep: Class 30 contains 37985 members 
Mstep: Class 31 contains 2920 members 
Mstep: Class 32 contains 10102 members 
Mstep: Class 33 contains 8067 members 
Mstep: Class 34 contains 221913 members 
Mstep: Class 35 contains 84666 members 
Mstep: Class 36 contains 10557 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 11020 members 
Mstep: Class 39 contains 82936 members 
Mstep: Class 40 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235466560.000000 Penalty: 140280.062500
Iteration 470Q: 40 clusters Score -2.354666e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58621 members 
Mstep: Class 2 contains 150431 members 
Mstep: Class 3 contains 7352 members 
Mstep: Class 4 contains 181334 members 
Mstep: Class 5 contains 11376 members 
Mstep: Class 6 contains 518 members 
Mstep: Class 7 contains 31520 members 
Mstep: Class 8 contains 26942 members 
Mstep: Class 9 contains 196480 members 
Mstep: Class 10 contains 6889 members 
Mstep: Class 11 contains 38403 members 
Mstep: Class 12 contains 8996 members 
Mstep: Class 13 contains 10613 members 
Mstep: Class 14 contains 8039 members 
Mstep: Class 15 contains 8405 members 
Mstep: Class 16 contains 10548 members 
Mstep: Class 17 contains 69615 members 
Mstep: Class 19 contains 12379 members 
Mstep: Class 20 contains 2953 members 
Mstep: Class 21 contains 280936 members 
Mstep: Class 22 contains 41340 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282562 members 
Mstep: Class 25 contains 16020 members 
Mstep: Class 26 contains 21882 members 
Mstep: Class 27 contains 16568 members 
Mstep: Class 28 contains 10558 members 
Mstep: Class 29 contains 6422 members 
Mstep: Class 30 contains 37990 members 
Mstep: Class 31 contains 2920 members 
Mstep: Class 32 contains 10102 members 
Mstep: Class 33 contains 8067 members 
Mstep: Class 34 contains 221880 members 
Mstep: Class 35 contains 84662 members 
Mstep: Class 36 contains 10557 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 11019 members 
Mstep: Class 39 contains 82941 members 
Mstep: Class 40 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235466688.000000 Penalty: 140280.062500
Iteration 471Q: 40 clusters Score -2.354667e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58621 members 
Mstep: Class 2 contains 150417 members 
Mstep: Class 3 contains 7354 members 
Mstep: Class 4 contains 181339 members 
Mstep: Class 5 contains 11376 members 
Mstep: Class 6 contains 518 members 
Mstep: Class 7 contains 31522 members 
Mstep: Class 8 contains 26949 members 
Mstep: Class 9 contains 196487 members 
Mstep: Class 10 contains 6889 members 
Mstep: Class 11 contains 38408 members 
Mstep: Class 12 contains 8995 members 
Mstep: Class 13 contains 10613 members 
Mstep: Class 14 contains 8039 members 
Mstep: Class 15 contains 8404 members 
Mstep: Class 16 contains 10544 members 
Mstep: Class 17 contains 69618 members 
Mstep: Class 19 contains 12379 members 
Mstep: Class 20 contains 2953 members 
Mstep: Class 21 contains 280964 members 
Mstep: Class 22 contains 41340 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282558 members 
Mstep: Class 25 contains 16020 members 
Mstep: Class 26 contains 21882 members 
Mstep: Class 27 contains 16564 members 
Mstep: Class 28 contains 10557 members 
Mstep: Class 29 contains 6422 members 
Mstep: Class 30 contains 37990 members 
Mstep: Class 31 contains 2920 members 
Mstep: Class 32 contains 10102 members 
Mstep: Class 33 contains 8067 members 
Mstep: Class 34 contains 221846 members 
Mstep: Class 35 contains 84659 members 
Mstep: Class 36 contains 10557 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 11019 members 
Mstep: Class 39 contains 82948 members 
Mstep: Class 40 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235466560.000000 Penalty: 140280.062500
Iteration 472Q: 40 clusters Score -2.354666e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58624 members 
Mstep: Class 2 contains 150403 members 
Mstep: Class 3 contains 7354 members 
Mstep: Class 4 contains 181345 members 
Mstep: Class 5 contains 11376 members 
Mstep: Class 6 contains 518 members 
Mstep: Class 7 contains 31525 members 
Mstep: Class 8 contains 26962 members 
Mstep: Class 9 contains 196497 members 
Mstep: Class 10 contains 6888 members 
Mstep: Class 11 contains 38410 members 
Mstep: Class 12 contains 8994 members 
Mstep: Class 13 contains 10613 members 
Mstep: Class 14 contains 8039 members 
Mstep: Class 15 contains 8404 members 
Mstep: Class 16 contains 10541 members 
Mstep: Class 17 contains 69613 members 
Mstep: Class 19 contains 12379 members 
Mstep: Class 20 contains 2953 members 
Mstep: Class 21 contains 280984 members 
Mstep: Class 22 contains 41332 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282553 members 
Mstep: Class 25 contains 16020 members 
Mstep: Class 26 contains 21882 members 
Mstep: Class 27 contains 16562 members 
Mstep: Class 28 contains 10557 members 
Mstep: Class 29 contains 6422 members 
Mstep: Class 30 contains 37990 members 
Mstep: Class 31 contains 2919 members 
Mstep: Class 32 contains 10102 members 
Mstep: Class 33 contains 8067 members 
Mstep: Class 34 contains 221821 members 
Mstep: Class 35 contains 84658 members 
Mstep: Class 36 contains 10557 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 11019 members 
Mstep: Class 39 contains 82957 members 
Mstep: Class 40 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235466576.000000 Penalty: 140280.062500
Iteration 473Q: 40 clusters Score -2.354666e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58624 members 
Mstep: Class 2 contains 150390 members 
Mstep: Class 3 contains 7354 members 
Mstep: Class 4 contains 181355 members 
Mstep: Class 5 contains 11375 members 
Mstep: Class 6 contains 518 members 
Mstep: Class 7 contains 31524 members 
Mstep: Class 8 contains 26969 members 
Mstep: Class 9 contains 196510 members 
Mstep: Class 10 contains 6887 members 
Mstep: Class 11 contains 38415 members 
Mstep: Class 12 contains 8994 members 
Mstep: Class 13 contains 10613 members 
Mstep: Class 14 contains 8039 members 
Mstep: Class 15 contains 8404 members 
Mstep: Class 16 contains 10542 members 
Mstep: Class 17 contains 69612 members 
Mstep: Class 19 contains 12380 members 
Mstep: Class 20 contains 2953 members 
Mstep: Class 21 contains 280998 members 
Mstep: Class 22 contains 41328 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282552 members 
Mstep: Class 25 contains 16020 members 
Mstep: Class 26 contains 21882 members 
Mstep: Class 27 contains 16562 members 
Mstep: Class 28 contains 10557 members 
Mstep: Class 29 contains 6422 members 
Mstep: Class 30 contains 37989 members 
Mstep: Class 31 contains 2919 members 
Mstep: Class 32 contains 10103 members 
Mstep: Class 33 contains 8067 members 
Mstep: Class 34 contains 221789 members 
Mstep: Class 35 contains 84658 members 
Mstep: Class 36 contains 10557 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 11019 members 
Mstep: Class 39 contains 82960 members 
Mstep: Class 40 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235466576.000000 Penalty: 140280.062500
Iteration 474Q: 40 clusters Score -2.354666e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58625 members 
Mstep: Class 2 contains 150374 members 
Mstep: Class 3 contains 7354 members 
Mstep: Class 4 contains 181360 members 
Mstep: Class 5 contains 11375 members 
Mstep: Class 6 contains 518 members 
Mstep: Class 7 contains 31524 members 
Mstep: Class 8 contains 26977 members 
Mstep: Class 9 contains 196526 members 
Mstep: Class 10 contains 6889 members 
Mstep: Class 11 contains 38418 members 
Mstep: Class 12 contains 8994 members 
Mstep: Class 13 contains 10614 members 
Mstep: Class 14 contains 8039 members 
Mstep: Class 15 contains 8404 members 
Mstep: Class 16 contains 10544 members 
Mstep: Class 17 contains 69610 members 
Mstep: Class 19 contains 12382 members 
Mstep: Class 20 contains 2953 members 
Mstep: Class 21 contains 281023 members 
Mstep: Class 22 contains 41323 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282546 members 
Mstep: Class 25 contains 16020 members 
Mstep: Class 26 contains 21883 members 
Mstep: Class 27 contains 16562 members 
Mstep: Class 28 contains 10557 members 
Mstep: Class 29 contains 6421 members 
Mstep: Class 30 contains 37990 members 
Mstep: Class 31 contains 2919 members 
Mstep: Class 32 contains 10104 members 
Mstep: Class 33 contains 8067 members 
Mstep: Class 34 contains 221748 members 
Mstep: Class 35 contains 84657 members 
Mstep: Class 36 contains 10557 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 11019 members 
Mstep: Class 39 contains 82964 members 
Mstep: Class 40 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235466704.000000 Penalty: 140280.062500
Iteration 475Q: 40 clusters Score -2.354667e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58625 members 
Mstep: Class 2 contains 150358 members 
Mstep: Class 3 contains 7354 members 
Mstep: Class 4 contains 181365 members 
Mstep: Class 5 contains 11375 members 
Mstep: Class 6 contains 518 members 
Mstep: Class 7 contains 31524 members 
Mstep: Class 8 contains 26981 members 
Mstep: Class 9 contains 196538 members 
Mstep: Class 10 contains 6891 members 
Mstep: Class 11 contains 38423 members 
Mstep: Class 12 contains 8994 members 
Mstep: Class 13 contains 10614 members 
Mstep: Class 14 contains 8039 members 
Mstep: Class 15 contains 8405 members 
Mstep: Class 16 contains 10546 members 
Mstep: Class 17 contains 69606 members 
Mstep: Class 19 contains 12383 members 
Mstep: Class 20 contains 2953 members 
Mstep: Class 21 contains 281053 members 
Mstep: Class 22 contains 41323 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282540 members 
Mstep: Class 25 contains 16021 members 
Mstep: Class 26 contains 21888 members 
Mstep: Class 27 contains 16562 members 
Mstep: Class 28 contains 10558 members 
Mstep: Class 29 contains 6418 members 
Mstep: Class 30 contains 37993 members 
Mstep: Class 31 contains 2919 members 
Mstep: Class 32 contains 10106 members 
Mstep: Class 33 contains 8067 members 
Mstep: Class 34 contains 221703 members 
Mstep: Class 35 contains 84654 members 
Mstep: Class 36 contains 10557 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 11018 members 
Mstep: Class 39 contains 82968 members 
Mstep: Class 40 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235466688.000000 Penalty: 140280.062500
Iteration 476Q: 40 clusters Score -2.354667e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58626 members 
Mstep: Class 2 contains 150344 members 
Mstep: Class 3 contains 7354 members 
Mstep: Class 4 contains 181372 members 
Mstep: Class 5 contains 11375 members 
Mstep: Class 6 contains 518 members 
Mstep: Class 7 contains 31525 members 
Mstep: Class 8 contains 26985 members 
Mstep: Class 9 contains 196556 members 
Mstep: Class 10 contains 6891 members 
Mstep: Class 11 contains 38423 members 
Mstep: Class 12 contains 8994 members 
Mstep: Class 13 contains 10613 members 
Mstep: Class 14 contains 8040 members 
Mstep: Class 15 contains 8405 members 
Mstep: Class 16 contains 10547 members 
Mstep: Class 17 contains 69611 members 
Mstep: Class 19 contains 12383 members 
Mstep: Class 20 contains 2953 members 
Mstep: Class 21 contains 281079 members 
Mstep: Class 22 contains 41317 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282535 members 
Mstep: Class 25 contains 16021 members 
Mstep: Class 26 contains 21889 members 
Mstep: Class 27 contains 16560 members 
Mstep: Class 28 contains 10559 members 
Mstep: Class 29 contains 6419 members 
Mstep: Class 30 contains 37992 members 
Mstep: Class 31 contains 2919 members 
Mstep: Class 32 contains 10107 members 
Mstep: Class 33 contains 8067 members 
Mstep: Class 34 contains 221661 members 
Mstep: Class 35 contains 84649 members 
Mstep: Class 36 contains 10557 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 11019 members 
Mstep: Class 39 contains 82975 members 
Mstep: Class 40 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235466688.000000 Penalty: 140280.062500
Iteration 477Q: 40 clusters Score -2.354667e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58625 members 
Mstep: Class 2 contains 150332 members 
Mstep: Class 3 contains 7353 members 
Mstep: Class 4 contains 181376 members 
Mstep: Class 5 contains 11376 members 
Mstep: Class 6 contains 518 members 
Mstep: Class 7 contains 31525 members 
Mstep: Class 8 contains 26991 members 
Mstep: Class 9 contains 196585 members 
Mstep: Class 10 contains 6889 members 
Mstep: Class 11 contains 38428 members 
Mstep: Class 12 contains 8993 members 
Mstep: Class 13 contains 10614 members 
Mstep: Class 14 contains 8040 members 
Mstep: Class 15 contains 8405 members 
Mstep: Class 16 contains 10547 members 
Mstep: Class 17 contains 69611 members 
Mstep: Class 19 contains 12382 members 
Mstep: Class 20 contains 2953 members 
Mstep: Class 21 contains 281102 members 
Mstep: Class 22 contains 41316 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282533 members 
Mstep: Class 25 contains 16021 members 
Mstep: Class 26 contains 21891 members 
Mstep: Class 27 contains 16559 members 
Mstep: Class 28 contains 10559 members 
Mstep: Class 29 contains 6421 members 
Mstep: Class 30 contains 37995 members 
Mstep: Class 31 contains 2919 members 
Mstep: Class 32 contains 10107 members 
Mstep: Class 33 contains 8067 members 
Mstep: Class 34 contains 221611 members 
Mstep: Class 35 contains 84642 members 
Mstep: Class 36 contains 10559 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 11019 members 
Mstep: Class 39 contains 82976 members 
Mstep: Class 40 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235466704.000000 Penalty: 140280.062500
Iteration 478Q: 40 clusters Score -2.354667e+08 nChanged 128
Entering ConstructFrom: 
Score: -235466704.000000 Penalty: 140280.062500
Entering ConstructFrom: 
Trying to split cluster 1 (58625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58625 members 
Entering Unmasked Estep 
Score: -7151477.000000 Penalty: 2722.771240
	Iteration 0F: 2 clusters Score -7151477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29387 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -7112144.000000 Penalty: 5445.542480
	Iteration 0F: 3 clusters Score -7112144 nChanged 27266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -7127837.500000 Penalty: 5445.542480
	Iteration 1F: 3 clusters Score -7127838 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28946 members 
Mstep: Class 2 contains 29679 members 
Entering Unmasked Estep 
Score: -7128794.500000 Penalty: 5445.542480
	Iteration 2Q: 3 clusters Score -7128794 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -7130135.500000 Penalty: 5445.542480
	Iteration 3Q: 3 clusters Score -7130136 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 30954 members 
Entering Unmasked Estep 
Score: -7131947.000000 Penalty: 5445.542480
	Iteration 4F: 3 clusters Score -7131947 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 31884 members 
Entering Unmasked Estep 
Score: -7134171.500000 Penalty: 5445.542480
	Iteration 5F: 3 clusters Score -7134172 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 32994 members 
Entering Unmasked Estep 
Score: -7136457.000000 Penalty: 5445.542480
	Iteration 6F: 3 clusters Score -7136457 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 34025 members 
Entering Unmasked Estep 
Score: -7138521.500000 Penalty: 5445.542480
	Iteration 7F: 3 clusters Score -7138522 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 34929 members 
Entering Unmasked Estep 
Score: -7140365.500000 Penalty: 5445.542480
	Iteration 8F: 3 clusters Score -7140366 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 35808 members 
Entering Unmasked Estep 
Score: -7141918.500000 Penalty: 5445.542480
	Iteration 9Q: 3 clusters Score -7141918 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 36626 members 
Entering Unmasked Estep 
Score: -7143183.500000 Penalty: 5445.542480
	Iteration 10Q: 3 clusters Score -7143184 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 37391 members 
Entering Unmasked Estep 
Score: -7144175.000000 Penalty: 5445.542480
	Iteration 11Q: 3 clusters Score -7144175 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 38113 members 
Entering Unmasked Estep 
Score: -7144839.000000 Penalty: 5445.542480
	Iteration 12Q: 3 clusters Score -7144839 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 38736 members 
Entering Unmasked Estep 
Score: -7145177.000000 Penalty: 5445.542480
	Iteration 13Q: 3 clusters Score -7145177 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 39317 members 
Entering Unmasked Estep 
Score: -7145430.500000 Penalty: 5445.542480
	Iteration 14Q: 3 clusters Score -7145430 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 39860 members 
Entering Unmasked Estep 
Score: -7145637.500000 Penalty: 5445.542480
	Iteration 15Q: 3 clusters Score -7145638 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 40368 members 
Entering Unmasked Estep 
Score: -7145767.000000 Penalty: 5445.542480
	Iteration 16Q: 3 clusters Score -7145767 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 40863 members 
Entering Unmasked Estep 
Score: -7145928.000000 Penalty: 5445.542480
	Iteration 17Q: 3 clusters Score -7145928 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 41371 members 
Entering Unmasked Estep 
Score: -7146058.000000 Penalty: 5445.542480
	Iteration 18Q: 3 clusters Score -7146058 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -7146211.000000 Penalty: 5445.542480
	Iteration 19Q: 3 clusters Score -7146211 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 42327 members 
Entering Unmasked Estep 
Score: -7146312.000000 Penalty: 5445.542480
	Iteration 20F: 3 clusters Score -7146312 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 42777 members 
Entering Unmasked Estep 
Score: -7146365.000000 Penalty: 5445.542480
	Iteration 21Q: 3 clusters Score -7146365 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 43242 members 
Entering Unmasked Estep 
Score: -7146447.500000 Penalty: 5445.542480
	Iteration 22Q: 3 clusters Score -7146448 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -7146563.000000 Penalty: 5445.542480
	Iteration 23Q: 3 clusters Score -7146563 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 44194 members 
Entering Unmasked Estep 
Score: -7146680.000000 Penalty: 5445.542480
	Iteration 24Q: 3 clusters Score -7146680 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 44654 members 
Entering Unmasked Estep 
Score: -7146810.500000 Penalty: 5445.542480
	Iteration 25Q: 3 clusters Score -7146810 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 45116 members 
Entering Unmasked Estep 
Score: -7146889.500000 Penalty: 5445.542480
	Iteration 26Q: 3 clusters Score -7146890 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 45571 members 
Entering Unmasked Estep 
Score: -7146949.500000 Penalty: 5445.542480
	Iteration 27Q: 3 clusters Score -7146950 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 46011 members 
Entering Unmasked Estep 
Score: -7147009.500000 Penalty: 5445.542480
	Iteration 28Q: 3 clusters Score -7147010 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 46460 members 
Entering Unmasked Estep 
Score: -7147101.000000 Penalty: 5445.542480
	Iteration 29Q: 3 clusters Score -7147101 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 46914 members 
Entering Unmasked Estep 
Score: -7147178.500000 Penalty: 5445.542480
	Iteration 30Q: 3 clusters Score -7147178 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 47388 members 
Entering Unmasked Estep 
Score: -7147301.500000 Penalty: 5445.542480
	Iteration 31Q: 3 clusters Score -7147302 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 47857 members 
Entering Unmasked Estep 
Score: -7147404.000000 Penalty: 5445.542480
	Iteration 32Q: 3 clusters Score -7147404 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 48330 members 
Entering Unmasked Estep 
Score: -7147492.500000 Penalty: 5445.542480
	Iteration 33Q: 3 clusters Score -7147492 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 48800 members 
Entering Unmasked Estep 
Score: -7147614.000000 Penalty: 5445.542480
	Iteration 34Q: 3 clusters Score -7147614 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 49259 members 
Entering Unmasked Estep 
Score: -7147746.500000 Penalty: 5445.542480
	Iteration 35Q: 3 clusters Score -7147746 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 49716 members 
Entering Unmasked Estep 
Score: -7147886.500000 Penalty: 5445.542480
	Iteration 36Q: 3 clusters Score -7147886 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 50142 members 
Entering Unmasked Estep 
Score: -7147986.000000 Penalty: 5445.542480
	Iteration 37Q: 3 clusters Score -7147986 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 50569 members 
Entering Unmasked Estep 
Score: -7148102.000000 Penalty: 5445.542480
	Iteration 38Q: 3 clusters Score -7148102 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 50989 members 
Entering Unmasked Estep 
Score: -7148210.500000 Penalty: 5445.542480
	Iteration 39Q: 3 clusters Score -7148210 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 51405 members 
Entering Unmasked Estep 
Score: -7148326.000000 Penalty: 5445.542480
	Iteration 40F: 3 clusters Score -7148326 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 51847 members 
Entering Unmasked Estep 
Score: -7148437.500000 Penalty: 5445.542480
	Iteration 41Q: 3 clusters Score -7148438 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 52285 members 
Entering Unmasked Estep 
Score: -7148614.000000 Penalty: 5445.542480
	Iteration 42Q: 3 clusters Score -7148614 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 52710 members 
Entering Unmasked Estep 
Score: -7148759.500000 Penalty: 5445.542480
	Iteration 43Q: 3 clusters Score -7148760 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 53131 members 
Entering Unmasked Estep 
Score: -7148900.500000 Penalty: 5445.542480
	Iteration 44Q: 3 clusters Score -7148900 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 53535 members 
Entering Unmasked Estep 
Score: -7149058.000000 Penalty: 5445.542480
	Iteration 45Q: 3 clusters Score -7149058 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 53901 members 
Entering Unmasked Estep 
Score: -7149157.500000 Penalty: 5445.542480
	Iteration 46Q: 3 clusters Score -7149158 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 54255 members 
Entering Unmasked Estep 
Score: -7149244.500000 Penalty: 5445.542480
	Iteration 47Q: 3 clusters Score -7149244 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 54571 members 
Entering Unmasked Estep 
Score: -7149361.500000 Penalty: 5445.542480
	Iteration 48Q: 3 clusters Score -7149362 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 54870 members 
Entering Unmasked Estep 
Score: -7149447.000000 Penalty: 5445.542480
	Iteration 49Q: 3 clusters Score -7149447 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 55132 members 
Entering Unmasked Estep 
Score: -7149523.500000 Penalty: 5445.542480
	Iteration 50Q: 3 clusters Score -7149524 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 55373 members 
Entering Unmasked Estep 
Score: -7149590.500000 Penalty: 5445.542480
	Iteration 51Q: 3 clusters Score -7149590 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 55607 members 
Entering Unmasked Estep 
Score: -7149690.500000 Penalty: 5445.542480
	Iteration 52Q: 3 clusters Score -7149690 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 55812 members 
Entering Unmasked Estep 
Score: -7149740.000000 Penalty: 5445.542480
	Iteration 53Q: 3 clusters Score -7149740 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 55971 members 
Entering Unmasked Estep 
Score: -7149791.000000 Penalty: 5445.542480
	Iteration 54Q: 3 clusters Score -7149791 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 56101 members 
Entering Unmasked Estep 
Score: -7149839.000000 Penalty: 5445.542480
	Iteration 55Q: 3 clusters Score -7149839 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 56216 members 
Entering Unmasked Estep 
Score: -7149847.500000 Penalty: 5445.542480
	Iteration 56Q: 3 clusters Score -7149848 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 56321 members 
Entering Unmasked Estep 
Score: -7149888.500000 Penalty: 5445.542480
	Iteration 57Q: 3 clusters Score -7149888 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 56406 members 
Entering Unmasked Estep 
Score: -7149901.000000 Penalty: 5445.542480
	Iteration 58Q: 3 clusters Score -7149901 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 56488 members 
Entering Unmasked Estep 
Score: -7149946.000000 Penalty: 5445.542480
	Iteration 59Q: 3 clusters Score -7149946 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 56565 members 
Entering Unmasked Estep 
Score: -7149966.500000 Penalty: 5445.542480
	Iteration 60F: 3 clusters Score -7149966 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 56631 members 
Entering Unmasked Estep 
Score: -7149990.500000 Penalty: 5445.542480
	Iteration 61Q: 3 clusters Score -7149990 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 56680 members 
Entering Unmasked Estep 
Score: -7150001.500000 Penalty: 5445.542480
	Iteration 62Q: 3 clusters Score -7150002 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 56716 members 
Entering Unmasked Estep 
Score: -7150007.500000 Penalty: 5445.542480
	Iteration 63Q: 3 clusters Score -7150008 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 56751 members 
Entering Unmasked Estep 
Score: -7150008.500000 Penalty: 5445.542480
	Iteration 64Q: 3 clusters Score -7150008 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 56776 members 
Entering Unmasked Estep 
Score: -7150018.000000 Penalty: 5445.542480
	Iteration 65Q: 3 clusters Score -7150018 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 56801 members 
Entering Unmasked Estep 
Score: -7150033.000000 Penalty: 5445.542480
	Iteration 66Q: 3 clusters Score -7150033 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 56819 members 
Entering Unmasked Estep 
Score: -7150044.500000 Penalty: 5445.542480
	Iteration 67Q: 3 clusters Score -7150044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 56837 members 
Entering Unmasked Estep 
Score: -7150044.500000 Penalty: 5445.542480
	Iteration 68Q: 3 clusters Score -7150044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 56853 members 
Entering Unmasked Estep 
Score: -7150046.500000 Penalty: 5445.542480
	Iteration 69Q: 3 clusters Score -7150046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 56870 members 
Entering Unmasked Estep 
Score: -7150052.500000 Penalty: 5445.542480
	Iteration 70Q: 3 clusters Score -7150052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 56885 members 
Entering Unmasked Estep 
Score: -7150052.500000 Penalty: 5445.542480
	Iteration 71Q: 3 clusters Score -7150052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 56902 members 
Entering Unmasked Estep 
Score: -7150059.000000 Penalty: 5445.542480
	Iteration 72Q: 3 clusters Score -7150059 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 56921 members 
Entering Unmasked Estep 
Score: -7150052.000000 Penalty: 5445.542480
	Iteration 73Q: 3 clusters Score -7150052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 56934 members 
Entering Unmasked Estep 
Score: -7150047.500000 Penalty: 5445.542480
	Iteration 74Q: 3 clusters Score -7150048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 56948 members 
Entering Unmasked Estep 
Score: -7150047.500000 Penalty: 5445.542480
	Iteration 75Q: 3 clusters Score -7150048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 56953 members 
Entering Unmasked Estep 
Score: -7150054.000000 Penalty: 5445.542480
	Iteration 76Q: 3 clusters Score -7150054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 56957 members 
Entering Unmasked Estep 
Score: -7150052.000000 Penalty: 5445.542480
	Iteration 77Q: 3 clusters Score -7150052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 56959 members 
Entering Unmasked Estep 
Score: -7150058.500000 Penalty: 5445.542480
	Iteration 78Q: 3 clusters Score -7150058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 56960 members 
Entering Unmasked Estep 
Score: -7150059.500000 Penalty: 5445.542480
	Iteration 79Q: 3 clusters Score -7150060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 56962 members 
Entering Unmasked Estep 
Score: -7150053.000000 Penalty: 5445.542480
	Iteration 80F: 3 clusters Score -7150053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 56964 members 
Entering Unmasked Estep 
Score: -7150056.500000 Penalty: 5445.542480
	Iteration 81Q: 3 clusters Score -7150056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 56965 members 
Entering Unmasked Estep 
Score: -7150062.000000 Penalty: 5445.542480
	Iteration 82Q: 3 clusters Score -7150062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 56966 members 
Entering Unmasked Estep 
Score: -7150058.500000 Penalty: 5445.542480
	Iteration 83Q: 3 clusters Score -7150058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 56968 members 
Entering Unmasked Estep 
Score: -7150061.000000 Penalty: 5445.542480
	Iteration 84Q: 3 clusters Score -7150061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 56970 members 
Entering Unmasked Estep 
Score: -7150065.500000 Penalty: 5445.542480
	Iteration 85Q: 3 clusters Score -7150066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 56974 members 
Entering Unmasked Estep 
Score: -7150074.000000 Penalty: 5445.542480
	Iteration 86Q: 3 clusters Score -7150074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 56982 members 
Entering Unmasked Estep 
Score: -7150068.500000 Penalty: 5445.542480
	Iteration 87Q: 3 clusters Score -7150068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 56988 members 
Entering Unmasked Estep 
Score: -7150076.500000 Penalty: 5445.542480
	Iteration 88Q: 3 clusters Score -7150076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 56993 members 
Entering Unmasked Estep 
Score: -7150082.000000 Penalty: 5445.542480
	Iteration 89Q: 3 clusters Score -7150082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 56994 members 
Entering Unmasked Estep 
Score: -7150080.500000 Penalty: 5445.542480
	Iteration 90Q: 3 clusters Score -7150080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 56998 members 
Entering Unmasked Estep 
Score: -7150074.000000 Penalty: 5445.542480
	Iteration 91Q: 3 clusters Score -7150074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 57006 members 
Entering Unmasked Estep 
Score: -7150077.500000 Penalty: 5445.542480
	Iteration 92Q: 3 clusters Score -7150078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 57010 members 
Entering Unmasked Estep 
Score: -7150080.500000 Penalty: 5445.542480
	Iteration 93Q: 3 clusters Score -7150080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 57015 members 
Entering Unmasked Estep 
Score: -7150079.000000 Penalty: 5445.542480
	Iteration 94Q: 3 clusters Score -7150079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 57021 members 
Entering Unmasked Estep 
Score: -7150073.500000 Penalty: 5445.542480
	Iteration 95Q: 3 clusters Score -7150074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 57024 members 
Entering Unmasked Estep 
Score: -7150082.000000 Penalty: 5445.542480
	Iteration 96Q: 3 clusters Score -7150082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 57025 members 
Entering Unmasked Estep 
Score: -7150075.000000 Penalty: 5445.542480
	Iteration 97Q: 3 clusters Score -7150075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 57027 members 
Entering Unmasked Estep 
Score: -7150080.000000 Penalty: 5445.542480
	Iteration 98Q: 3 clusters Score -7150080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 57027 members 
Entering Unmasked Estep 
Score: -7150080.000000 Penalty: 5445.542480
	Iteration 99F: 3 clusters Score -7150080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (150321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150321 members 
Entering Unmasked Estep 
Score: -18347126.000000 Penalty: 2956.291016
	Iteration 0F: 2 clusters Score -1.834713e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75007 members 
Mstep: Class 2 contains 75314 members 
Entering Unmasked Estep 
Score: -18246648.000000 Penalty: 5912.582031
	Iteration 0F: 3 clusters Score -1.824665e+07 nChanged 71714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72577 members 
Mstep: Class 2 contains 77744 members 
Entering Unmasked Estep 
Score: -18287678.000000 Penalty: 5912.582031
	Iteration 1F: 3 clusters Score -1.828768e+07 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70846 members 
Mstep: Class 2 contains 79475 members 
Entering Unmasked Estep 
Score: -18288686.000000 Penalty: 5912.582031
	Iteration 2Q: 3 clusters Score -1.828869e+07 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67935 members 
Mstep: Class 2 contains 82386 members 
Entering Unmasked Estep 
Score: -18290036.000000 Penalty: 5912.582031
	Iteration 3Q: 3 clusters Score -1.829004e+07 nChanged 6043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63434 members 
Mstep: Class 2 contains 86887 members 
Entering Unmasked Estep 
Score: -18292360.000000 Penalty: 5912.582031
	Iteration 4Q: 3 clusters Score -1.829236e+07 nChanged 7855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56873 members 
Mstep: Class 2 contains 93448 members 
Entering Unmasked Estep 
Score: -18296254.000000 Penalty: 5912.582031
	Iteration 5F: 3 clusters Score -1.829625e+07 nChanged 10098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47823 members 
Mstep: Class 2 contains 102498 members 
Entering Unmasked Estep 
Score: -18302484.000000 Penalty: 5912.582031
	Iteration 6F: 3 clusters Score -1.830248e+07 nChanged 11727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36758 members 
Mstep: Class 2 contains 113563 members 
Entering Unmasked Estep 
Score: -18311304.000000 Penalty: 5912.582031
	Iteration 7F: 3 clusters Score -1.83113e+07 nChanged 11912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 125111 members 
Entering Unmasked Estep 
Score: -18321420.000000 Penalty: 5912.582031
	Iteration 8F: 3 clusters Score -1.832142e+07 nChanged 10200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 135227 members 
Entering Unmasked Estep 
Score: -18330648.000000 Penalty: 5912.582031
	Iteration 9F: 3 clusters Score -1.833065e+07 nChanged 7435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 142636 members 
Entering Unmasked Estep 
Score: -18337828.000000 Penalty: 5912.582031
	Iteration 10Q: 3 clusters Score -1.833783e+07 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 146963 members 
Entering Unmasked Estep 
Score: -18341860.000000 Penalty: 5912.582031
	Iteration 11Q: 3 clusters Score -1.834186e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 148894 members 
Entering Unmasked Estep 
Score: -18343526.000000 Penalty: 5912.582031
	Iteration 12Q: 3 clusters Score -1.834353e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 149554 members 
Entering Unmasked Estep 
Score: -18344130.000000 Penalty: 5912.582031
	Iteration 13Q: 3 clusters Score -1.834413e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 149779 members 
Entering Unmasked Estep 
Score: -18344368.000000 Penalty: 5912.582031
	Iteration 14Q: 3 clusters Score -1.834437e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 149889 members 
Entering Unmasked Estep 
Score: -18344464.000000 Penalty: 5912.582031
	Iteration 15Q: 3 clusters Score -1.834446e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 149930 members 
Entering Unmasked Estep 
Score: -18344510.000000 Penalty: 5912.582031
	Iteration 16Q: 3 clusters Score -1.834451e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 149958 members 
Entering Unmasked Estep 
Score: -18344552.000000 Penalty: 5912.582031
	Iteration 17Q: 3 clusters Score -1.834455e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 149977 members 
Entering Unmasked Estep 
Score: -18344576.000000 Penalty: 5912.582031
	Iteration 18Q: 3 clusters Score -1.834458e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 149988 members 
Entering Unmasked Estep 
Score: -18344616.000000 Penalty: 5912.582031
	Iteration 19Q: 3 clusters Score -1.834462e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 149995 members 
Entering Unmasked Estep 
Score: -18344618.000000 Penalty: 5912.582031
	Iteration 20F: 3 clusters Score -1.834462e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 150002 members 
Entering Unmasked Estep 
Score: -18344634.000000 Penalty: 5912.582031
	Iteration 21Q: 3 clusters Score -1.834463e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 150006 members 
Entering Unmasked Estep 
Score: -18344654.000000 Penalty: 5912.582031
	Iteration 22Q: 3 clusters Score -1.834465e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 150007 members 
Entering Unmasked Estep 
Score: -18344656.000000 Penalty: 5912.582031
	Iteration 23Q: 3 clusters Score -1.834466e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 150007 members 
Entering Unmasked Estep 
Score: -18344652.000000 Penalty: 5912.582031
	Iteration 24Q: 3 clusters Score -1.834465e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 150013 members 
Entering Unmasked Estep 
Score: -18344652.000000 Penalty: 5912.582031
	Iteration 25Q: 3 clusters Score -1.834465e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 150013 members 
Entering Unmasked Estep 
Score: -18344662.000000 Penalty: 5912.582031
	Iteration 26Q: 3 clusters Score -1.834466e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 150013 members 
Entering Unmasked Estep 
Score: -18344660.000000 Penalty: 5912.582031
	Iteration 27Q: 3 clusters Score -1.834466e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 150015 members 
Entering Unmasked Estep 
Score: -18344668.000000 Penalty: 5912.582031
	Iteration 28Q: 3 clusters Score -1.834467e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 150015 members 
Entering Unmasked Estep 
Score: -18344668.000000 Penalty: 5912.582031
	Iteration 29F: 3 clusters Score -1.834467e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Entering Unmasked Estep 
Score: -790449.437500 Penalty: 2207.943848
	Iteration 0F: 2 clusters Score -790449.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -784498.125000 Penalty: 4415.887695
	Iteration 0F: 3 clusters Score -784498.1 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -786417.500000 Penalty: 4415.887695
	Iteration 1F: 3 clusters Score -786417.5 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -787138.000000 Penalty: 4415.887695
	Iteration 2F: 3 clusters Score -787138 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -787909.250000 Penalty: 4415.887695
	Iteration 3F: 3 clusters Score -787909.2 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -788597.125000 Penalty: 4415.887695
	Iteration 4F: 3 clusters Score -788597.1 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -789119.812500 Penalty: 4415.887695
	Iteration 5F: 3 clusters Score -789119.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -789450.250000 Penalty: 4415.887695
	Iteration 6F: 3 clusters Score -789450.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -789627.625000 Penalty: 4415.887695
	Iteration 7Q: 3 clusters Score -789627.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -789720.687500 Penalty: 4415.887695
	Iteration 8Q: 3 clusters Score -789720.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -789785.687500 Penalty: 4415.887695
	Iteration 9Q: 3 clusters Score -789785.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -789830.562500 Penalty: 4415.887695
	Iteration 10Q: 3 clusters Score -789830.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -789863.812500 Penalty: 4415.887695
	Iteration 11Q: 3 clusters Score -789863.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -789889.125000 Penalty: 4415.887695
	Iteration 12Q: 3 clusters Score -789889.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -789922.125000 Penalty: 4415.887695
	Iteration 13Q: 3 clusters Score -789922.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -789944.500000 Penalty: 4415.887695
	Iteration 14Q: 3 clusters Score -789944.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -789966.937500 Penalty: 4415.887695
	Iteration 15Q: 3 clusters Score -789966.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -789991.187500 Penalty: 4415.887695
	Iteration 16Q: 3 clusters Score -789991.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -789999.812500 Penalty: 4415.887695
	Iteration 17Q: 3 clusters Score -789999.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -790010.875000 Penalty: 4415.887695
	Iteration 18Q: 3 clusters Score -790010.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -790015.562500 Penalty: 4415.887695
	Iteration 19Q: 3 clusters Score -790015.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -790018.500000 Penalty: 4415.887695
	Iteration 20F: 3 clusters Score -790018.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -790023.000000 Penalty: 4415.887695
	Iteration 21Q: 3 clusters Score -790023 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -790028.187500 Penalty: 4415.887695
	Iteration 22Q: 3 clusters Score -790028.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -790028.625000 Penalty: 4415.887695
	Iteration 23Q: 3 clusters Score -790028.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -790031.250000 Penalty: 4415.887695
	Iteration 24Q: 3 clusters Score -790031.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -790031.187500 Penalty: 4415.887695
	Iteration 25Q: 3 clusters Score -790031.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -790033.187500 Penalty: 4415.887695
	Iteration 26Q: 3 clusters Score -790033.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -790036.937500 Penalty: 4415.887695
	Iteration 27Q: 3 clusters Score -790036.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -790037.000000 Penalty: 4415.887695
	Iteration 28Q: 3 clusters Score -790037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -790037.937500 Penalty: 4415.887695
	Iteration 29Q: 3 clusters Score -790037.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -790039.000000 Penalty: 4415.887695
	Iteration 30Q: 3 clusters Score -790039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -790044.687500 Penalty: 4415.887695
	Iteration 31Q: 3 clusters Score -790044.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -790045.437500 Penalty: 4415.887695
	Iteration 32Q: 3 clusters Score -790045.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -790046.000000 Penalty: 4415.887695
	Iteration 33Q: 3 clusters Score -790046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -790044.937500 Penalty: 4415.887695
	Iteration 34Q: 3 clusters Score -790044.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -790048.187500 Penalty: 4415.887695
	Iteration 35Q: 3 clusters Score -790048.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -790050.312500 Penalty: 4415.887695
	Iteration 36Q: 3 clusters Score -790050.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -790050.062500 Penalty: 4415.887695
	Iteration 37Q: 3 clusters Score -790050.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -790049.250000 Penalty: 4415.887695
	Iteration 38Q: 3 clusters Score -790049.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -790049.250000 Penalty: 4415.887695
	Iteration 39F: 3 clusters Score -790049.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (181377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181377 members 
Entering Unmasked Estep 
Score: -22127752.000000 Penalty: 3002.866455
	Iteration 0F: 2 clusters Score -2.212775e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90639 members 
Mstep: Class 2 contains 90738 members 
Entering Unmasked Estep 
Score: -22006978.000000 Penalty: 6005.732910
	Iteration 0F: 3 clusters Score -2.200698e+07 nChanged 87093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90994 members 
Mstep: Class 2 contains 90383 members 
Entering Unmasked Estep 
Score: -22057690.000000 Penalty: 6005.732910
	Iteration 1F: 3 clusters Score -2.205769e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91518 members 
Mstep: Class 2 contains 89859 members 
Entering Unmasked Estep 
Score: -22058856.000000 Penalty: 6005.732910
	Iteration 2Q: 3 clusters Score -2.205886e+07 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92509 members 
Mstep: Class 2 contains 88868 members 
Entering Unmasked Estep 
Score: -22060376.000000 Penalty: 6005.732910
	Iteration 3Q: 3 clusters Score -2.206038e+07 nChanged 6533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94258 members 
Mstep: Class 2 contains 87119 members 
Entering Unmasked Estep 
Score: -22062256.000000 Penalty: 6005.732910
	Iteration 4Q: 3 clusters Score -2.206226e+07 nChanged 7670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96996 members 
Mstep: Class 2 contains 84381 members 
Entering Unmasked Estep 
Score: -22064966.000000 Penalty: 6005.732910
	Iteration 5Q: 3 clusters Score -2.206497e+07 nChanged 8948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100738 members 
Mstep: Class 2 contains 80639 members 
Entering Unmasked Estep 
Score: -22068790.000000 Penalty: 6005.732910
	Iteration 6Q: 3 clusters Score -2.206879e+07 nChanged 9975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105605 members 
Mstep: Class 2 contains 75772 members 
Entering Unmasked Estep 
Score: -22073372.000000 Penalty: 6005.732910
	Iteration 7F: 3 clusters Score -2.207337e+07 nChanged 10408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111409 members 
Mstep: Class 2 contains 69968 members 
Entering Unmasked Estep 
Score: -22078342.000000 Penalty: 6005.732910
	Iteration 8F: 3 clusters Score -2.207834e+07 nChanged 10133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118026 members 
Mstep: Class 2 contains 63351 members 
Entering Unmasked Estep 
Score: -22083182.000000 Penalty: 6005.732910
	Iteration 9F: 3 clusters Score -2.208318e+07 nChanged 9624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125500 members 
Mstep: Class 2 contains 55877 members 
Entering Unmasked Estep 
Score: -22087964.000000 Penalty: 6005.732910
	Iteration 10F: 3 clusters Score -2.208796e+07 nChanged 9283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133799 members 
Mstep: Class 2 contains 47578 members 
Entering Unmasked Estep 
Score: -22092862.000000 Penalty: 6005.732910
	Iteration 11F: 3 clusters Score -2.209286e+07 nChanged 9130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142621 members 
Mstep: Class 2 contains 38756 members 
Entering Unmasked Estep 
Score: -22098050.000000 Penalty: 6005.732910
	Iteration 12F: 3 clusters Score -2.209805e+07 nChanged 9091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151678 members 
Mstep: Class 2 contains 29699 members 
Entering Unmasked Estep 
Score: -22104038.000000 Penalty: 6005.732910
	Iteration 13F: 3 clusters Score -2.210404e+07 nChanged 8644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160318 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -22109968.000000 Penalty: 6005.732910
	Iteration 14Q: 3 clusters Score -2.210997e+07 nChanged 7472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167790 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -22115430.000000 Penalty: 6005.732910
	Iteration 15Q: 3 clusters Score -2.211543e+07 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173443 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -22119578.000000 Penalty: 6005.732910
	Iteration 16Q: 3 clusters Score -2.211958e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177112 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -22122200.000000 Penalty: 6005.732910
	Iteration 17Q: 3 clusters Score -2.21222e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179097 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -22123604.000000 Penalty: 6005.732910
	Iteration 18Q: 3 clusters Score -2.21236e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180054 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -22124400.000000 Penalty: 6005.732910
	Iteration 19Q: 3 clusters Score -2.21244e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180478 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -22124748.000000 Penalty: 6005.732910
	Iteration 20F: 3 clusters Score -2.212475e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180682 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -22124910.000000 Penalty: 6005.732910
	Iteration 21Q: 3 clusters Score -2.212491e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180796 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -22125030.000000 Penalty: 6005.732910
	Iteration 22Q: 3 clusters Score -2.212503e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180855 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -22125152.000000 Penalty: 6005.732910
	Iteration 23Q: 3 clusters Score -2.212515e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180896 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -22125166.000000 Penalty: 6005.732910
	Iteration 24Q: 3 clusters Score -2.212517e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180923 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -22125168.000000 Penalty: 6005.732910
	Iteration 25Q: 3 clusters Score -2.212517e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180945 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -22125204.000000 Penalty: 6005.732910
	Iteration 26Q: 3 clusters Score -2.21252e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180953 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -22125210.000000 Penalty: 6005.732910
	Iteration 27Q: 3 clusters Score -2.212521e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180958 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -22125226.000000 Penalty: 6005.732910
	Iteration 28Q: 3 clusters Score -2.212523e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180964 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -22125230.000000 Penalty: 6005.732910
	Iteration 29Q: 3 clusters Score -2.212523e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180967 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -22125224.000000 Penalty: 6005.732910
	Iteration 30Q: 3 clusters Score -2.212522e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180970 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -22125230.000000 Penalty: 6005.732910
	Iteration 31Q: 3 clusters Score -2.212523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180970 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -22125232.000000 Penalty: 6005.732910
	Iteration 32Q: 3 clusters Score -2.212523e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180971 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -22125250.000000 Penalty: 6005.732910
	Iteration 33Q: 3 clusters Score -2.212525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180974 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -22125250.000000 Penalty: 6005.732910
	Iteration 34Q: 3 clusters Score -2.212525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180975 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -22125274.000000 Penalty: 6005.732910
	Iteration 35Q: 3 clusters Score -2.212527e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180976 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -22125250.000000 Penalty: 6005.732910
	Iteration 36Q: 3 clusters Score -2.212525e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180978 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -22125264.000000 Penalty: 6005.732910
	Iteration 37Q: 3 clusters Score -2.212526e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180978 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -22125264.000000 Penalty: 6005.732910
	Iteration 38F: 3 clusters Score -2.212526e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Entering Unmasked Estep 
Score: -1380939.875000 Penalty: 2316.114990
	Iteration 0F: 2 clusters Score -1380940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1372398.250000 Penalty: 4632.229980
	Iteration 0F: 3 clusters Score -1372398 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1374874.750000 Penalty: 4632.229980
	Iteration 1F: 3 clusters Score -1374875 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1375267.500000 Penalty: 4632.229980
	Iteration 2F: 3 clusters Score -1375268 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1375609.875000 Penalty: 4632.229980
	Iteration 3F: 3 clusters Score -1375610 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1375930.625000 Penalty: 4632.229980
	Iteration 4F: 3 clusters Score -1375931 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1376270.875000 Penalty: 4632.229980
	Iteration 5F: 3 clusters Score -1376271 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1376607.375000 Penalty: 4632.229980
	Iteration 6Q: 3 clusters Score -1376607 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1376962.250000 Penalty: 4632.229980
	Iteration 7Q: 3 clusters Score -1376962 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1377361.000000 Penalty: 4632.229980
	Iteration 8Q: 3 clusters Score -1377361 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1377727.875000 Penalty: 4632.229980
	Iteration 9Q: 3 clusters Score -1377728 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1378046.125000 Penalty: 4632.229980
	Iteration 10Q: 3 clusters Score -1378046 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1378333.375000 Penalty: 4632.229980
	Iteration 11Q: 3 clusters Score -1378333 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1378534.625000 Penalty: 4632.229980
	Iteration 12Q: 3 clusters Score -1378535 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1378658.500000 Penalty: 4632.229980
	Iteration 13Q: 3 clusters Score -1378658 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1378749.875000 Penalty: 4632.229980
	Iteration 14Q: 3 clusters Score -1378750 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1378828.250000 Penalty: 4632.229980
	Iteration 15Q: 3 clusters Score -1378828 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1378879.625000 Penalty: 4632.229980
	Iteration 16Q: 3 clusters Score -1378880 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1378921.000000 Penalty: 4632.229980
	Iteration 17Q: 3 clusters Score -1378921 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1378956.125000 Penalty: 4632.229980
	Iteration 18Q: 3 clusters Score -1378956 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1378986.000000 Penalty: 4632.229980
	Iteration 19Q: 3 clusters Score -1378986 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1379005.000000 Penalty: 4632.229980
	Iteration 20F: 3 clusters Score -1379005 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1379023.375000 Penalty: 4632.229980
	Iteration 21Q: 3 clusters Score -1379023 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1379038.000000 Penalty: 4632.229980
	Iteration 22Q: 3 clusters Score -1379038 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1379056.625000 Penalty: 4632.229980
	Iteration 23Q: 3 clusters Score -1379057 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1379065.875000 Penalty: 4632.229980
	Iteration 24Q: 3 clusters Score -1379066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1379075.375000 Penalty: 4632.229980
	Iteration 25Q: 3 clusters Score -1379075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1379080.000000 Penalty: 4632.229980
	Iteration 26Q: 3 clusters Score -1379080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1379090.250000 Penalty: 4632.229980
	Iteration 27Q: 3 clusters Score -1379090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1379102.500000 Penalty: 4632.229980
	Iteration 28Q: 3 clusters Score -1379102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1379106.250000 Penalty: 4632.229980
	Iteration 29Q: 3 clusters Score -1379106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1379110.000000 Penalty: 4632.229980
	Iteration 30Q: 3 clusters Score -1379110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1379112.000000 Penalty: 4632.229980
	Iteration 31Q: 3 clusters Score -1379112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1379113.000000 Penalty: 4632.229980
	Iteration 32Q: 3 clusters Score -1379113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1379116.875000 Penalty: 4632.229980
	Iteration 33Q: 3 clusters Score -1379117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1379121.750000 Penalty: 4632.229980
	Iteration 34Q: 3 clusters Score -1379122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1379125.375000 Penalty: 4632.229980
	Iteration 35Q: 3 clusters Score -1379125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1379127.500000 Penalty: 4632.229980
	Iteration 36Q: 3 clusters Score -1379128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1379130.875000 Penalty: 4632.229980
	Iteration 37Q: 3 clusters Score -1379131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1379131.750000 Penalty: 4632.229980
	Iteration 38Q: 3 clusters Score -1379132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1379133.875000 Penalty: 4632.229980
	Iteration 39Q: 3 clusters Score -1379134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1379134.125000 Penalty: 4632.229980
	Iteration 40F: 3 clusters Score -1379134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1379131.125000 Penalty: 4632.229980
	Iteration 41Q: 3 clusters Score -1379131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1379132.375000 Penalty: 4632.229980
	Iteration 42Q: 3 clusters Score -1379132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1379135.500000 Penalty: 4632.229980
	Iteration 43Q: 3 clusters Score -1379136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1379136.250000 Penalty: 4632.229980
	Iteration 44Q: 3 clusters Score -1379136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1379139.250000 Penalty: 4632.229980
	Iteration 45Q: 3 clusters Score -1379139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1379139.250000 Penalty: 4632.229980
	Iteration 46F: 3 clusters Score -1379139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Entering Unmasked Estep 
Score: -45986.277344 Penalty: 1549.993896
	Iteration 0F: 2 clusters Score -45986.28 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 255 members 
Entering Unmasked Estep 
Score: -44571.164062 Penalty: 3099.987793
	Iteration 0F: 3 clusters Score -44571.16 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -45114.375000 Penalty: 3099.987793
	Iteration 1F: 3 clusters Score -45114.38 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -45570.109375 Penalty: 3099.987793
	Iteration 2F: 3 clusters Score -45570.11 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -45773.148438 Penalty: 3099.987793
	Iteration 3F: 3 clusters Score -45773.15 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -46033.078125 Penalty: 3099.987793
	Iteration 4F: 3 clusters Score -46033.08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -46314.812500 Penalty: 3099.987793
	Iteration 5Q: 3 clusters Score -46314.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -46440.406250 Penalty: 3099.987793
	Iteration 6Q: 3 clusters Score -46440.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -46488.976562 Penalty: 3099.987793
	Iteration 7Q: 3 clusters Score -46488.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -46542.511719 Penalty: 3099.987793
	Iteration 8Q: 3 clusters Score -46542.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -46579.546875 Penalty: 3099.987793
	Iteration 9Q: 3 clusters Score -46579.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -46591.867188 Penalty: 3099.987793
	Iteration 10Q: 3 clusters Score -46591.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -46591.867188 Penalty: 3099.987793
	Iteration 11F: 3 clusters Score -46591.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58625 members 
Mstep: Class 2 contains 150321 members 
Mstep: Class 3 contains 7354 members 
Mstep: Class 4 contains 181377 members 
Mstep: Class 5 contains 11375 members 
Mstep: Class 6 contains 263 members 
Mstep: Class 7 contains 31525 members 
Mstep: Class 8 contains 26997 members 
Mstep: Class 9 contains 196606 members 
Mstep: Class 10 contains 6885 members 
Mstep: Class 11 contains 38426 members 
Mstep: Class 12 contains 8994 members 
Mstep: Class 13 contains 10614 members 
Mstep: Class 14 contains 8040 members 
Mstep: Class 15 contains 8405 members 
Mstep: Class 16 contains 10545 members 
Mstep: Class 17 contains 69608 members 
Mstep: Class 18 contains 255 members 
Mstep: Class 19 contains 12381 members 
Mstep: Class 20 contains 2953 members 
Mstep: Class 21 contains 281117 members 
Mstep: Class 22 contains 41317 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282533 members 
Mstep: Class 25 contains 16020 members 
Mstep: Class 26 contains 21892 members 
Mstep: Class 27 contains 16558 members 
Mstep: Class 28 contains 10559 members 
Mstep: Class 29 contains 6422 members 
Mstep: Class 30 contains 37995 members 
Mstep: Class 31 contains 2919 members 
Mstep: Class 32 contains 10107 members 
Mstep: Class 33 contains 8067 members 
Mstep: Class 34 contains 221590 members 
Mstep: Class 35 contains 84639 members 
Mstep: Class 36 contains 10560 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 11018 members 
Mstep: Class 39 contains 82978 members 
Mstep: Class 40 contains 664 members 
Entering Unmasked Estep 
Score: -235465840.000000 Penalty: 143876.984375
Splitting cluster 6 changes total score from -235466704.000000 to -235465840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (31525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31525 members 
Entering Unmasked Estep 
Score: -3799797.750000 Penalty: 2568.916992
	Iteration 0F: 2 clusters Score -3799798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -3778237.500000 Penalty: 5137.833984
	Iteration 0F: 3 clusters Score -3778238 nChanged 14223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -3785990.000000 Penalty: 5137.833984
	Iteration 1F: 3 clusters Score -3785990 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -3786710.250000 Penalty: 5137.833984
	Iteration 2F: 3 clusters Score -3786710 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -3787552.250000 Penalty: 5137.833984
	Iteration 3Q: 3 clusters Score -3787552 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -3788660.000000 Penalty: 5137.833984
	Iteration 4F: 3 clusters Score -3788660 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -3789913.000000 Penalty: 5137.833984
	Iteration 5F: 3 clusters Score -3789913 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -3791466.250000 Penalty: 5137.833984
	Iteration 6F: 3 clusters Score -3791466 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -3793079.000000 Penalty: 5137.833984
	Iteration 7F: 3 clusters Score -3793079 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -3794542.250000 Penalty: 5137.833984
	Iteration 8F: 3 clusters Score -3794542 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -3795731.250000 Penalty: 5137.833984
	Iteration 9F: 3 clusters Score -3795731 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -3796504.500000 Penalty: 5137.833984
	Iteration 10Q: 3 clusters Score -3796504 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -3797010.750000 Penalty: 5137.833984
	Iteration 11Q: 3 clusters Score -3797011 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -3797392.250000 Penalty: 5137.833984
	Iteration 12Q: 3 clusters Score -3797392 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -3797636.000000 Penalty: 5137.833984
	Iteration 13Q: 3 clusters Score -3797636 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -3797822.000000 Penalty: 5137.833984
	Iteration 14Q: 3 clusters Score -3797822 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -3797932.250000 Penalty: 5137.833984
	Iteration 15Q: 3 clusters Score -3797932 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -3798013.250000 Penalty: 5137.833984
	Iteration 16Q: 3 clusters Score -3798013 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -3798073.500000 Penalty: 5137.833984
	Iteration 17Q: 3 clusters Score -3798074 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -3798117.500000 Penalty: 5137.833984
	Iteration 18Q: 3 clusters Score -3798118 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -3798149.000000 Penalty: 5137.833984
	Iteration 19Q: 3 clusters Score -3798149 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -3798181.750000 Penalty: 5137.833984
	Iteration 20F: 3 clusters Score -3798182 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -3798190.500000 Penalty: 5137.833984
	Iteration 21Q: 3 clusters Score -3798190 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -3798210.250000 Penalty: 5137.833984
	Iteration 22Q: 3 clusters Score -3798210 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -3798250.750000 Penalty: 5137.833984
	Iteration 23Q: 3 clusters Score -3798251 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -3798271.750000 Penalty: 5137.833984
	Iteration 24Q: 3 clusters Score -3798272 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -3798292.500000 Penalty: 5137.833984
	Iteration 25Q: 3 clusters Score -3798292 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -3798321.250000 Penalty: 5137.833984
	Iteration 26Q: 3 clusters Score -3798321 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -3798334.000000 Penalty: 5137.833984
	Iteration 27Q: 3 clusters Score -3798334 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -3798368.250000 Penalty: 5137.833984
	Iteration 28Q: 3 clusters Score -3798368 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -3798365.000000 Penalty: 5137.833984
	Iteration 29Q: 3 clusters Score -3798365 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -3798373.250000 Penalty: 5137.833984
	Iteration 30Q: 3 clusters Score -3798373 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -3798391.500000 Penalty: 5137.833984
	Iteration 31Q: 3 clusters Score -3798392 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -3798410.250000 Penalty: 5137.833984
	Iteration 32Q: 3 clusters Score -3798410 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -3798419.000000 Penalty: 5137.833984
	Iteration 33Q: 3 clusters Score -3798419 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -3798439.000000 Penalty: 5137.833984
	Iteration 34Q: 3 clusters Score -3798439 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -3798470.250000 Penalty: 5137.833984
	Iteration 35Q: 3 clusters Score -3798470 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -3798484.750000 Penalty: 5137.833984
	Iteration 36Q: 3 clusters Score -3798485 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -3798500.250000 Penalty: 5137.833984
	Iteration 37Q: 3 clusters Score -3798500 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -3798520.500000 Penalty: 5137.833984
	Iteration 38Q: 3 clusters Score -3798520 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -3798544.000000 Penalty: 5137.833984
	Iteration 39Q: 3 clusters Score -3798544 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -3798550.750000 Penalty: 5137.833984
	Iteration 40F: 3 clusters Score -3798551 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -3798554.000000 Penalty: 5137.833984
	Iteration 41Q: 3 clusters Score -3798554 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -3798555.750000 Penalty: 5137.833984
	Iteration 42Q: 3 clusters Score -3798556 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -3798574.750000 Penalty: 5137.833984
	Iteration 43Q: 3 clusters Score -3798575 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -3798579.500000 Penalty: 5137.833984
	Iteration 44Q: 3 clusters Score -3798580 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -3798590.500000 Penalty: 5137.833984
	Iteration 45Q: 3 clusters Score -3798590 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -3798603.250000 Penalty: 5137.833984
	Iteration 46Q: 3 clusters Score -3798603 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -3798603.750000 Penalty: 5137.833984
	Iteration 47Q: 3 clusters Score -3798604 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -3798612.750000 Penalty: 5137.833984
	Iteration 48Q: 3 clusters Score -3798613 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -3798614.500000 Penalty: 5137.833984
	Iteration 49Q: 3 clusters Score -3798614 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -3798620.750000 Penalty: 5137.833984
	Iteration 50Q: 3 clusters Score -3798621 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -3798624.750000 Penalty: 5137.833984
	Iteration 51Q: 3 clusters Score -3798625 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -3798623.500000 Penalty: 5137.833984
	Iteration 52Q: 3 clusters Score -3798624 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -3798626.500000 Penalty: 5137.833984
	Iteration 53Q: 3 clusters Score -3798626 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -3798627.750000 Penalty: 5137.833984
	Iteration 54Q: 3 clusters Score -3798628 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -3798632.250000 Penalty: 5137.833984
	Iteration 55Q: 3 clusters Score -3798632 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -3798631.250000 Penalty: 5137.833984
	Iteration 56Q: 3 clusters Score -3798631 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -3798636.750000 Penalty: 5137.833984
	Iteration 57Q: 3 clusters Score -3798637 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -3798640.000000 Penalty: 5137.833984
	Iteration 58Q: 3 clusters Score -3798640 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -3798635.250000 Penalty: 5137.833984
	Iteration 59Q: 3 clusters Score -3798635 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -3798638.250000 Penalty: 5137.833984
	Iteration 60F: 3 clusters Score -3798638 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -3798638.750000 Penalty: 5137.833984
	Iteration 61Q: 3 clusters Score -3798639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -3798641.500000 Penalty: 5137.833984
	Iteration 62Q: 3 clusters Score -3798642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -3798643.250000 Penalty: 5137.833984
	Iteration 63Q: 3 clusters Score -3798643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -3798641.250000 Penalty: 5137.833984
	Iteration 64Q: 3 clusters Score -3798641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -3798639.500000 Penalty: 5137.833984
	Iteration 65Q: 3 clusters Score -3798640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -3798648.750000 Penalty: 5137.833984
	Iteration 66Q: 3 clusters Score -3798649 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -3798649.750000 Penalty: 5137.833984
	Iteration 67Q: 3 clusters Score -3798650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -3798645.000000 Penalty: 5137.833984
	Iteration 68Q: 3 clusters Score -3798645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -3798644.500000 Penalty: 5137.833984
	Iteration 69Q: 3 clusters Score -3798644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -3798643.250000 Penalty: 5137.833984
	Iteration 70Q: 3 clusters Score -3798643 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -3798635.500000 Penalty: 5137.833984
	Iteration 71Q: 3 clusters Score -3798636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -3798640.500000 Penalty: 5137.833984
	Iteration 72Q: 3 clusters Score -3798640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -3798647.750000 Penalty: 5137.833984
	Iteration 73Q: 3 clusters Score -3798648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -3798646.250000 Penalty: 5137.833984
	Iteration 74Q: 3 clusters Score -3798646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24307 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -3798655.250000 Penalty: 5137.833984
	Iteration 75Q: 3 clusters Score -3798655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -3798657.000000 Penalty: 5137.833984
	Iteration 76Q: 3 clusters Score -3798657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -3798648.000000 Penalty: 5137.833984
	Iteration 77Q: 3 clusters Score -3798648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -3798647.000000 Penalty: 5137.833984
	Iteration 78Q: 3 clusters Score -3798647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -3798647.250000 Penalty: 5137.833984
	Iteration 79Q: 3 clusters Score -3798647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -3798645.250000 Penalty: 5137.833984
	Iteration 80F: 3 clusters Score -3798645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -3798655.500000 Penalty: 5137.833984
	Iteration 81Q: 3 clusters Score -3798656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -3798654.000000 Penalty: 5137.833984
	Iteration 82Q: 3 clusters Score -3798654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -3798655.750000 Penalty: 5137.833984
	Iteration 83Q: 3 clusters Score -3798656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -3798658.000000 Penalty: 5137.833984
	Iteration 84Q: 3 clusters Score -3798658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -3798662.500000 Penalty: 5137.833984
	Iteration 85Q: 3 clusters Score -3798662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -3798656.750000 Penalty: 5137.833984
	Iteration 86Q: 3 clusters Score -3798657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -3798656.750000 Penalty: 5137.833984
	Iteration 87Q: 3 clusters Score -3798657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -3798654.750000 Penalty: 5137.833984
	Iteration 88Q: 3 clusters Score -3798655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -3798656.250000 Penalty: 5137.833984
	Iteration 89Q: 3 clusters Score -3798656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -3798653.250000 Penalty: 5137.833984
	Iteration 90Q: 3 clusters Score -3798653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -3798659.750000 Penalty: 5137.833984
	Iteration 91Q: 3 clusters Score -3798660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -3798663.500000 Penalty: 5137.833984
	Iteration 92Q: 3 clusters Score -3798664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -3798662.250000 Penalty: 5137.833984
	Iteration 93Q: 3 clusters Score -3798662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -3798662.750000 Penalty: 5137.833984
	Iteration 94Q: 3 clusters Score -3798663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -3798665.750000 Penalty: 5137.833984
	Iteration 95Q: 3 clusters Score -3798666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -3798664.750000 Penalty: 5137.833984
	Iteration 96Q: 3 clusters Score -3798665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -3798664.000000 Penalty: 5137.833984
	Iteration 97Q: 3 clusters Score -3798664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -3798669.250000 Penalty: 5137.833984
	Iteration 98Q: 3 clusters Score -3798669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -3798665.750000 Penalty: 5137.833984
	Iteration 99Q: 3 clusters Score -3798666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -3798667.500000 Penalty: 5137.833984
	Iteration 100F: 3 clusters Score -3798668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -3798669.500000 Penalty: 5137.833984
	Iteration 101Q: 3 clusters Score -3798670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -3798668.500000 Penalty: 5137.833984
	Iteration 102Q: 3 clusters Score -3798668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -3798669.000000 Penalty: 5137.833984
	Iteration 103Q: 3 clusters Score -3798669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -3798668.250000 Penalty: 5137.833984
	Iteration 104Q: 3 clusters Score -3798668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -3798670.250000 Penalty: 5137.833984
	Iteration 105Q: 3 clusters Score -3798670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -3798673.750000 Penalty: 5137.833984
	Iteration 106Q: 3 clusters Score -3798674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -3798670.000000 Penalty: 5137.833984
	Iteration 107Q: 3 clusters Score -3798670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -3798670.000000 Penalty: 5137.833984
	Iteration 108F: 3 clusters Score -3798670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (26997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Entering Unmasked Estep 
Score: -3264028.000000 Penalty: 2530.463135
	Iteration 0F: 2 clusters Score -3264028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -3245487.250000 Penalty: 5060.926270
	Iteration 0F: 3 clusters Score -3245487 nChanged 12029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -3251938.750000 Penalty: 5060.926270
	Iteration 1F: 3 clusters Score -3251939 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -3252488.250000 Penalty: 5060.926270
	Iteration 2F: 3 clusters Score -3252488 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -3252986.250000 Penalty: 5060.926270
	Iteration 3Q: 3 clusters Score -3252986 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -3253459.500000 Penalty: 5060.926270
	Iteration 4Q: 3 clusters Score -3253460 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -3253962.750000 Penalty: 5060.926270
	Iteration 5Q: 3 clusters Score -3253963 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -3254557.500000 Penalty: 5060.926270
	Iteration 6Q: 3 clusters Score -3254558 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -3255252.750000 Penalty: 5060.926270
	Iteration 7Q: 3 clusters Score -3255253 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -3255960.000000 Penalty: 5060.926270
	Iteration 8Q: 3 clusters Score -3255960 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -3256686.250000 Penalty: 5060.926270
	Iteration 9Q: 3 clusters Score -3256686 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -3257273.250000 Penalty: 5060.926270
	Iteration 10Q: 3 clusters Score -3257273 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -3257760.000000 Penalty: 5060.926270
	Iteration 11Q: 3 clusters Score -3257760 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -3258149.250000 Penalty: 5060.926270
	Iteration 12Q: 3 clusters Score -3258149 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -3258522.500000 Penalty: 5060.926270
	Iteration 13Q: 3 clusters Score -3258522 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -3258844.750000 Penalty: 5060.926270
	Iteration 14Q: 3 clusters Score -3258845 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -3259100.750000 Penalty: 5060.926270
	Iteration 15Q: 3 clusters Score -3259101 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -3259309.500000 Penalty: 5060.926270
	Iteration 16Q: 3 clusters Score -3259310 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -3259497.750000 Penalty: 5060.926270
	Iteration 17Q: 3 clusters Score -3259498 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -3259663.500000 Penalty: 5060.926270
	Iteration 18Q: 3 clusters Score -3259664 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -3259839.000000 Penalty: 5060.926270
	Iteration 19Q: 3 clusters Score -3259839 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -3260002.500000 Penalty: 5060.926270
	Iteration 20F: 3 clusters Score -3260002 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -3260168.000000 Penalty: 5060.926270
	Iteration 21Q: 3 clusters Score -3260168 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -3260343.750000 Penalty: 5060.926270
	Iteration 22Q: 3 clusters Score -3260344 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -3260557.750000 Penalty: 5060.926270
	Iteration 23Q: 3 clusters Score -3260558 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -3260762.750000 Penalty: 5060.926270
	Iteration 24Q: 3 clusters Score -3260763 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -3260984.000000 Penalty: 5060.926270
	Iteration 25Q: 3 clusters Score -3260984 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -3261187.250000 Penalty: 5060.926270
	Iteration 26Q: 3 clusters Score -3261187 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -3261380.500000 Penalty: 5060.926270
	Iteration 27Q: 3 clusters Score -3261380 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -3261536.250000 Penalty: 5060.926270
	Iteration 28Q: 3 clusters Score -3261536 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -3261629.500000 Penalty: 5060.926270
	Iteration 29Q: 3 clusters Score -3261630 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -3261708.250000 Penalty: 5060.926270
	Iteration 30Q: 3 clusters Score -3261708 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -3261770.000000 Penalty: 5060.926270
	Iteration 31Q: 3 clusters Score -3261770 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -3261806.500000 Penalty: 5060.926270
	Iteration 32Q: 3 clusters Score -3261806 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -3261835.750000 Penalty: 5060.926270
	Iteration 33Q: 3 clusters Score -3261836 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -3261860.000000 Penalty: 5060.926270
	Iteration 34Q: 3 clusters Score -3261860 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -3261894.500000 Penalty: 5060.926270
	Iteration 35Q: 3 clusters Score -3261894 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -3261906.250000 Penalty: 5060.926270
	Iteration 36Q: 3 clusters Score -3261906 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -3261910.000000 Penalty: 5060.926270
	Iteration 37Q: 3 clusters Score -3261910 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -3261945.750000 Penalty: 5060.926270
	Iteration 38Q: 3 clusters Score -3261946 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -3261955.250000 Penalty: 5060.926270
	Iteration 39Q: 3 clusters Score -3261955 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -3261968.500000 Penalty: 5060.926270
	Iteration 40F: 3 clusters Score -3261968 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -3261982.500000 Penalty: 5060.926270
	Iteration 41Q: 3 clusters Score -3261982 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -3261998.000000 Penalty: 5060.926270
	Iteration 42Q: 3 clusters Score -3261998 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -3261999.750000 Penalty: 5060.926270
	Iteration 43Q: 3 clusters Score -3262000 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -3262004.000000 Penalty: 5060.926270
	Iteration 44Q: 3 clusters Score -3262004 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -3262015.500000 Penalty: 5060.926270
	Iteration 45Q: 3 clusters Score -3262016 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -3262027.500000 Penalty: 5060.926270
	Iteration 46Q: 3 clusters Score -3262028 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -3262023.500000 Penalty: 5060.926270
	Iteration 47Q: 3 clusters Score -3262024 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -3262025.250000 Penalty: 5060.926270
	Iteration 48Q: 3 clusters Score -3262025 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -3262037.500000 Penalty: 5060.926270
	Iteration 49Q: 3 clusters Score -3262038 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -3262045.750000 Penalty: 5060.926270
	Iteration 50Q: 3 clusters Score -3262046 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -3262059.250000 Penalty: 5060.926270
	Iteration 51Q: 3 clusters Score -3262059 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -3262068.500000 Penalty: 5060.926270
	Iteration 52Q: 3 clusters Score -3262068 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -3262067.750000 Penalty: 5060.926270
	Iteration 53Q: 3 clusters Score -3262068 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -3262073.000000 Penalty: 5060.926270
	Iteration 54Q: 3 clusters Score -3262073 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -3262075.250000 Penalty: 5060.926270
	Iteration 55Q: 3 clusters Score -3262075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -3262080.250000 Penalty: 5060.926270
	Iteration 56Q: 3 clusters Score -3262080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -3262082.000000 Penalty: 5060.926270
	Iteration 57Q: 3 clusters Score -3262082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -3262084.750000 Penalty: 5060.926270
	Iteration 58Q: 3 clusters Score -3262085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -3262083.250000 Penalty: 5060.926270
	Iteration 59Q: 3 clusters Score -3262083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -3262084.750000 Penalty: 5060.926270
	Iteration 60F: 3 clusters Score -3262085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -3262091.250000 Penalty: 5060.926270
	Iteration 61Q: 3 clusters Score -3262091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -3262086.750000 Penalty: 5060.926270
	Iteration 62Q: 3 clusters Score -3262087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -3262083.500000 Penalty: 5060.926270
	Iteration 63Q: 3 clusters Score -3262084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -3262086.500000 Penalty: 5060.926270
	Iteration 64Q: 3 clusters Score -3262086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -3262084.000000 Penalty: 5060.926270
	Iteration 65Q: 3 clusters Score -3262084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -3262084.500000 Penalty: 5060.926270
	Iteration 66Q: 3 clusters Score -3262084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -3262088.000000 Penalty: 5060.926270
	Iteration 67Q: 3 clusters Score -3262088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -3262089.750000 Penalty: 5060.926270
	Iteration 68Q: 3 clusters Score -3262090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -3262089.500000 Penalty: 5060.926270
	Iteration 69Q: 3 clusters Score -3262090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -3262089.000000 Penalty: 5060.926270
	Iteration 70Q: 3 clusters Score -3262089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -3262093.000000 Penalty: 5060.926270
	Iteration 71Q: 3 clusters Score -3262093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -3262094.500000 Penalty: 5060.926270
	Iteration 72Q: 3 clusters Score -3262094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -3262095.500000 Penalty: 5060.926270
	Iteration 73Q: 3 clusters Score -3262096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -3262098.750000 Penalty: 5060.926270
	Iteration 74Q: 3 clusters Score -3262099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -3262088.250000 Penalty: 5060.926270
	Iteration 75Q: 3 clusters Score -3262088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -3262099.750000 Penalty: 5060.926270
	Iteration 76Q: 3 clusters Score -3262100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -3262100.000000 Penalty: 5060.926270
	Iteration 77Q: 3 clusters Score -3262100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -3262103.250000 Penalty: 5060.926270
	Iteration 78Q: 3 clusters Score -3262103 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -3262108.000000 Penalty: 5060.926270
	Iteration 79Q: 3 clusters Score -3262108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -3262113.000000 Penalty: 5060.926270
	Iteration 80F: 3 clusters Score -3262113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -3262109.250000 Penalty: 5060.926270
	Iteration 81Q: 3 clusters Score -3262109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -3262111.000000 Penalty: 5060.926270
	Iteration 82Q: 3 clusters Score -3262111 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -3262115.000000 Penalty: 5060.926270
	Iteration 83Q: 3 clusters Score -3262115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -3262116.250000 Penalty: 5060.926270
	Iteration 84Q: 3 clusters Score -3262116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -3262120.000000 Penalty: 5060.926270
	Iteration 85Q: 3 clusters Score -3262120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -3262120.000000 Penalty: 5060.926270
	Iteration 86Q: 3 clusters Score -3262120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -3262124.000000 Penalty: 5060.926270
	Iteration 87Q: 3 clusters Score -3262124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -3262126.250000 Penalty: 5060.926270
	Iteration 88Q: 3 clusters Score -3262126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -3262126.750000 Penalty: 5060.926270
	Iteration 89Q: 3 clusters Score -3262127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -3262128.000000 Penalty: 5060.926270
	Iteration 90Q: 3 clusters Score -3262128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -3262128.000000 Penalty: 5060.926270
	Iteration 91Q: 3 clusters Score -3262128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -3262124.750000 Penalty: 5060.926270
	Iteration 92Q: 3 clusters Score -3262125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -3262125.500000 Penalty: 5060.926270
	Iteration 93Q: 3 clusters Score -3262126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -3262125.250000 Penalty: 5060.926270
	Iteration 94Q: 3 clusters Score -3262125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -3262125.250000 Penalty: 5060.926270
	Iteration 95F: 3 clusters Score -3262125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (196606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196606 members 
Entering Unmasked Estep 
Score: -23421898.000000 Penalty: 3022.861328
	Iteration 0F: 2 clusters Score -2.34219e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98153 members 
Mstep: Class 2 contains 98453 members 
Entering Unmasked Estep 
Score: -23290376.000000 Penalty: 6045.722656
	Iteration 0F: 3 clusters Score -2.329038e+07 nChanged 94418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94985 members 
Mstep: Class 2 contains 101621 members 
Entering Unmasked Estep 
Score: -23345332.000000 Penalty: 6045.722656
	Iteration 1F: 3 clusters Score -2.334533e+07 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93013 members 
Mstep: Class 2 contains 103593 members 
Entering Unmasked Estep 
Score: -23346494.000000 Penalty: 6045.722656
	Iteration 2Q: 3 clusters Score -2.334649e+07 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89988 members 
Mstep: Class 2 contains 106618 members 
Entering Unmasked Estep 
Score: -23347832.000000 Penalty: 6045.722656
	Iteration 3Q: 3 clusters Score -2.334783e+07 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85358 members 
Mstep: Class 2 contains 111248 members 
Entering Unmasked Estep 
Score: -23349626.000000 Penalty: 6045.722656
	Iteration 4Q: 3 clusters Score -2.334963e+07 nChanged 8080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78452 members 
Mstep: Class 2 contains 118154 members 
Entering Unmasked Estep 
Score: -23352694.000000 Penalty: 6045.722656
	Iteration 5Q: 3 clusters Score -2.335269e+07 nChanged 10814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68184 members 
Mstep: Class 2 contains 128422 members 
Entering Unmasked Estep 
Score: -23358462.000000 Penalty: 6045.722656
	Iteration 6F: 3 clusters Score -2.335846e+07 nChanged 14416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53982 members 
Mstep: Class 2 contains 142624 members 
Entering Unmasked Estep 
Score: -23368530.000000 Penalty: 6045.722656
	Iteration 7F: 3 clusters Score -2.336853e+07 nChanged 17166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 159752 members 
Entering Unmasked Estep 
Score: -23383156.000000 Penalty: 6045.722656
	Iteration 8F: 3 clusters Score -2.338316e+07 nChanged 16802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 176542 members 
Entering Unmasked Estep 
Score: -23399756.000000 Penalty: 6045.722656
	Iteration 9F: 3 clusters Score -2.339976e+07 nChanged 11818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 188360 members 
Entering Unmasked Estep 
Score: -23411434.000000 Penalty: 6045.722656
	Iteration 10F: 3 clusters Score -2.341143e+07 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 193967 members 
Entering Unmasked Estep 
Score: -23416758.000000 Penalty: 6045.722656
	Iteration 11Q: 3 clusters Score -2.341676e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 195772 members 
Entering Unmasked Estep 
Score: -23418450.000000 Penalty: 6045.722656
	Iteration 12Q: 3 clusters Score -2.341845e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 196219 members 
Entering Unmasked Estep 
Score: -23418968.000000 Penalty: 6045.722656
	Iteration 13Q: 3 clusters Score -2.341897e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 196313 members 
Entering Unmasked Estep 
Score: -23419084.000000 Penalty: 6045.722656
	Iteration 14Q: 3 clusters Score -2.341908e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 196351 members 
Entering Unmasked Estep 
Score: -23419152.000000 Penalty: 6045.722656
	Iteration 15Q: 3 clusters Score -2.341915e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 196363 members 
Entering Unmasked Estep 
Score: -23419140.000000 Penalty: 6045.722656
	Iteration 16Q: 3 clusters Score -2.341914e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 196370 members 
Entering Unmasked Estep 
Score: -23419158.000000 Penalty: 6045.722656
	Iteration 17Q: 3 clusters Score -2.341916e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 196371 members 
Entering Unmasked Estep 
Score: -23419144.000000 Penalty: 6045.722656
	Iteration 18Q: 3 clusters Score -2.341914e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 196368 members 
Entering Unmasked Estep 
Score: -23419182.000000 Penalty: 6045.722656
	Iteration 19Q: 3 clusters Score -2.341918e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 196369 members 
Entering Unmasked Estep 
Score: -23419206.000000 Penalty: 6045.722656
	Iteration 20F: 3 clusters Score -2.341921e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 196373 members 
Entering Unmasked Estep 
Score: -23419208.000000 Penalty: 6045.722656
	Iteration 21Q: 3 clusters Score -2.341921e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 196375 members 
Entering Unmasked Estep 
Score: -23419202.000000 Penalty: 6045.722656
	Iteration 22Q: 3 clusters Score -2.34192e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 196377 members 
Entering Unmasked Estep 
Score: -23419198.000000 Penalty: 6045.722656
	Iteration 23Q: 3 clusters Score -2.34192e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 196378 members 
Entering Unmasked Estep 
Score: -23419192.000000 Penalty: 6045.722656
	Iteration 24Q: 3 clusters Score -2.341919e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 196378 members 
Entering Unmasked Estep 
Score: -23419192.000000 Penalty: 6045.722656
	Iteration 25F: 3 clusters Score -2.341919e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Entering Unmasked Estep 
Score: -838684.687500 Penalty: 2191.600830
	Iteration 0F: 2 clusters Score -838684.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -833004.000000 Penalty: 4383.201660
	Iteration 0F: 3 clusters Score -833004 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -834542.062500 Penalty: 4383.201660
	Iteration 1F: 3 clusters Score -834542.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -834794.875000 Penalty: 4383.201660
	Iteration 2F: 3 clusters Score -834794.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -834972.875000 Penalty: 4383.201660
	Iteration 3F: 3 clusters Score -834972.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -835131.187500 Penalty: 4383.201660
	Iteration 4Q: 3 clusters Score -835131.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -835288.812500 Penalty: 4383.201660
	Iteration 5Q: 3 clusters Score -835288.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -835452.187500 Penalty: 4383.201660
	Iteration 6Q: 3 clusters Score -835452.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -835676.000000 Penalty: 4383.201660
	Iteration 7Q: 3 clusters Score -835676 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -835917.562500 Penalty: 4383.201660
	Iteration 8Q: 3 clusters Score -835917.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -836111.562500 Penalty: 4383.201660
	Iteration 9Q: 3 clusters Score -836111.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -836296.812500 Penalty: 4383.201660
	Iteration 10Q: 3 clusters Score -836296.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -836481.500000 Penalty: 4383.201660
	Iteration 11Q: 3 clusters Score -836481.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -836674.750000 Penalty: 4383.201660
	Iteration 12Q: 3 clusters Score -836674.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -836881.812500 Penalty: 4383.201660
	Iteration 13Q: 3 clusters Score -836881.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -837083.250000 Penalty: 4383.201660
	Iteration 14Q: 3 clusters Score -837083.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -837239.125000 Penalty: 4383.201660
	Iteration 15Q: 3 clusters Score -837239.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -837390.437500 Penalty: 4383.201660
	Iteration 16Q: 3 clusters Score -837390.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -837533.125000 Penalty: 4383.201660
	Iteration 17Q: 3 clusters Score -837533.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -837655.312500 Penalty: 4383.201660
	Iteration 18Q: 3 clusters Score -837655.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -837766.562500 Penalty: 4383.201660
	Iteration 19Q: 3 clusters Score -837766.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -837849.750000 Penalty: 4383.201660
	Iteration 20F: 3 clusters Score -837849.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -837912.562500 Penalty: 4383.201660
	Iteration 21Q: 3 clusters Score -837912.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -837960.875000 Penalty: 4383.201660
	Iteration 22Q: 3 clusters Score -837960.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -837996.000000 Penalty: 4383.201660
	Iteration 23Q: 3 clusters Score -837996 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -838013.625000 Penalty: 4383.201660
	Iteration 24Q: 3 clusters Score -838013.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -838030.562500 Penalty: 4383.201660
	Iteration 25Q: 3 clusters Score -838030.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -838044.437500 Penalty: 4383.201660
	Iteration 26Q: 3 clusters Score -838044.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -838055.000000 Penalty: 4383.201660
	Iteration 27Q: 3 clusters Score -838055 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -838062.812500 Penalty: 4383.201660
	Iteration 28Q: 3 clusters Score -838062.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -838066.625000 Penalty: 4383.201660
	Iteration 29Q: 3 clusters Score -838066.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -838073.750000 Penalty: 4383.201660
	Iteration 30Q: 3 clusters Score -838073.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -838080.187500 Penalty: 4383.201660
	Iteration 31Q: 3 clusters Score -838080.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -838083.937500 Penalty: 4383.201660
	Iteration 32Q: 3 clusters Score -838083.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -838088.625000 Penalty: 4383.201660
	Iteration 33Q: 3 clusters Score -838088.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -838096.250000 Penalty: 4383.201660
	Iteration 34Q: 3 clusters Score -838096.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -838099.812500 Penalty: 4383.201660
	Iteration 35Q: 3 clusters Score -838099.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -838102.437500 Penalty: 4383.201660
	Iteration 36Q: 3 clusters Score -838102.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -838107.625000 Penalty: 4383.201660
	Iteration 37Q: 3 clusters Score -838107.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -838110.687500 Penalty: 4383.201660
	Iteration 38Q: 3 clusters Score -838110.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -838111.812500 Penalty: 4383.201660
	Iteration 39Q: 3 clusters Score -838111.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -838113.875000 Penalty: 4383.201660
	Iteration 40F: 3 clusters Score -838113.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -838116.062500 Penalty: 4383.201660
	Iteration 41Q: 3 clusters Score -838116.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -838117.125000 Penalty: 4383.201660
	Iteration 42Q: 3 clusters Score -838117.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -838121.937500 Penalty: 4383.201660
	Iteration 43Q: 3 clusters Score -838121.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -838125.062500 Penalty: 4383.201660
	Iteration 44Q: 3 clusters Score -838125.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -838124.312500 Penalty: 4383.201660
	Iteration 45Q: 3 clusters Score -838124.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -838125.187500 Penalty: 4383.201660
	Iteration 46Q: 3 clusters Score -838125.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -838125.187500 Penalty: 4383.201660
	Iteration 47F: 3 clusters Score -838125.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (38426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38426 members 
Entering Unmasked Estep 
Score: -4562280.000000 Penalty: 2618.009521
	Iteration 0F: 2 clusters Score -4562280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -4536203.000000 Penalty: 5236.019043
	Iteration 0F: 3 clusters Score -4536203 nChanged 17523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -4546127.000000 Penalty: 5236.019043
	Iteration 1F: 3 clusters Score -4546127 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -4546814.500000 Penalty: 5236.019043
	Iteration 2Q: 3 clusters Score -4546814 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -4547516.500000 Penalty: 5236.019043
	Iteration 3Q: 3 clusters Score -4547516 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -4548312.000000 Penalty: 5236.019043
	Iteration 4Q: 3 clusters Score -4548312 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -4549213.000000 Penalty: 5236.019043
	Iteration 5Q: 3 clusters Score -4549213 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -4550221.500000 Penalty: 5236.019043
	Iteration 6Q: 3 clusters Score -4550222 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -4551270.000000 Penalty: 5236.019043
	Iteration 7Q: 3 clusters Score -4551270 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -4552245.500000 Penalty: 5236.019043
	Iteration 8Q: 3 clusters Score -4552246 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -4553072.000000 Penalty: 5236.019043
	Iteration 9Q: 3 clusters Score -4553072 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -4553761.500000 Penalty: 5236.019043
	Iteration 10Q: 3 clusters Score -4553762 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -4554288.000000 Penalty: 5236.019043
	Iteration 11Q: 3 clusters Score -4554288 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -4554708.000000 Penalty: 5236.019043
	Iteration 12Q: 3 clusters Score -4554708 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -4555027.500000 Penalty: 5236.019043
	Iteration 13Q: 3 clusters Score -4555028 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -4555277.500000 Penalty: 5236.019043
	Iteration 14Q: 3 clusters Score -4555278 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -4555485.000000 Penalty: 5236.019043
	Iteration 15Q: 3 clusters Score -4555485 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -4555615.500000 Penalty: 5236.019043
	Iteration 16Q: 3 clusters Score -4555616 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -4555734.000000 Penalty: 5236.019043
	Iteration 17Q: 3 clusters Score -4555734 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -4555819.500000 Penalty: 5236.019043
	Iteration 18Q: 3 clusters Score -4555820 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -4555895.500000 Penalty: 5236.019043
	Iteration 19Q: 3 clusters Score -4555896 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -4555988.000000 Penalty: 5236.019043
	Iteration 20F: 3 clusters Score -4555988 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -4556063.500000 Penalty: 5236.019043
	Iteration 21Q: 3 clusters Score -4556064 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -4556151.500000 Penalty: 5236.019043
	Iteration 22Q: 3 clusters Score -4556152 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -4556217.000000 Penalty: 5236.019043
	Iteration 23Q: 3 clusters Score -4556217 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -4556265.500000 Penalty: 5236.019043
	Iteration 24Q: 3 clusters Score -4556266 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -4556340.500000 Penalty: 5236.019043
	Iteration 25Q: 3 clusters Score -4556340 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -4556444.500000 Penalty: 5236.019043
	Iteration 26Q: 3 clusters Score -4556444 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -4556529.500000 Penalty: 5236.019043
	Iteration 27Q: 3 clusters Score -4556530 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -4556638.500000 Penalty: 5236.019043
	Iteration 28Q: 3 clusters Score -4556638 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -4556756.500000 Penalty: 5236.019043
	Iteration 29Q: 3 clusters Score -4556756 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -4556905.000000 Penalty: 5236.019043
	Iteration 30Q: 3 clusters Score -4556905 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -4557079.500000 Penalty: 5236.019043
	Iteration 31Q: 3 clusters Score -4557080 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -4557264.000000 Penalty: 5236.019043
	Iteration 32Q: 3 clusters Score -4557264 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -4557487.000000 Penalty: 5236.019043
	Iteration 33Q: 3 clusters Score -4557487 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -4557753.500000 Penalty: 5236.019043
	Iteration 34Q: 3 clusters Score -4557754 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -4558036.000000 Penalty: 5236.019043
	Iteration 35Q: 3 clusters Score -4558036 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -4558287.000000 Penalty: 5236.019043
	Iteration 36Q: 3 clusters Score -4558287 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31443 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -4558589.000000 Penalty: 5236.019043
	Iteration 37Q: 3 clusters Score -4558589 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32038 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -4558831.000000 Penalty: 5236.019043
	Iteration 38Q: 3 clusters Score -4558831 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -4559072.000000 Penalty: 5236.019043
	Iteration 39Q: 3 clusters Score -4559072 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -4559236.000000 Penalty: 5236.019043
	Iteration 40F: 3 clusters Score -4559236 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33443 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -4559372.000000 Penalty: 5236.019043
	Iteration 41Q: 3 clusters Score -4559372 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33806 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -4559545.000000 Penalty: 5236.019043
	Iteration 42Q: 3 clusters Score -4559545 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -4559653.500000 Penalty: 5236.019043
	Iteration 43Q: 3 clusters Score -4559654 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34497 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -4559771.500000 Penalty: 5236.019043
	Iteration 44Q: 3 clusters Score -4559772 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34803 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -4559874.000000 Penalty: 5236.019043
	Iteration 45Q: 3 clusters Score -4559874 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -4559973.500000 Penalty: 5236.019043
	Iteration 46Q: 3 clusters Score -4559974 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35268 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -4560037.000000 Penalty: 5236.019043
	Iteration 47Q: 3 clusters Score -4560037 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35437 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -4560088.500000 Penalty: 5236.019043
	Iteration 48Q: 3 clusters Score -4560088 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35592 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -4560119.500000 Penalty: 5236.019043
	Iteration 49Q: 3 clusters Score -4560120 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35726 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -4560172.000000 Penalty: 5236.019043
	Iteration 50Q: 3 clusters Score -4560172 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -4560220.500000 Penalty: 5236.019043
	Iteration 51Q: 3 clusters Score -4560220 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35962 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -4560260.500000 Penalty: 5236.019043
	Iteration 52Q: 3 clusters Score -4560260 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -4560290.500000 Penalty: 5236.019043
	Iteration 53Q: 3 clusters Score -4560290 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36177 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -4560333.500000 Penalty: 5236.019043
	Iteration 54Q: 3 clusters Score -4560334 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -4560355.000000 Penalty: 5236.019043
	Iteration 55Q: 3 clusters Score -4560355 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36360 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -4560384.000000 Penalty: 5236.019043
	Iteration 56Q: 3 clusters Score -4560384 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36435 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -4560400.000000 Penalty: 5236.019043
	Iteration 57Q: 3 clusters Score -4560400 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36497 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -4560416.500000 Penalty: 5236.019043
	Iteration 58Q: 3 clusters Score -4560416 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36556 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -4560440.000000 Penalty: 5236.019043
	Iteration 59Q: 3 clusters Score -4560440 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36600 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -4560442.500000 Penalty: 5236.019043
	Iteration 60F: 3 clusters Score -4560442 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36639 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -4560449.000000 Penalty: 5236.019043
	Iteration 61Q: 3 clusters Score -4560449 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36678 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -4560457.000000 Penalty: 5236.019043
	Iteration 62Q: 3 clusters Score -4560457 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -4560463.000000 Penalty: 5236.019043
	Iteration 63Q: 3 clusters Score -4560463 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -4560482.500000 Penalty: 5236.019043
	Iteration 64Q: 3 clusters Score -4560482 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -4560479.000000 Penalty: 5236.019043
	Iteration 65Q: 3 clusters Score -4560479 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36784 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -4560494.000000 Penalty: 5236.019043
	Iteration 66Q: 3 clusters Score -4560494 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36807 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -4560499.000000 Penalty: 5236.019043
	Iteration 67Q: 3 clusters Score -4560499 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36823 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -4560504.500000 Penalty: 5236.019043
	Iteration 68Q: 3 clusters Score -4560504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36839 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -4560504.000000 Penalty: 5236.019043
	Iteration 69Q: 3 clusters Score -4560504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36850 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -4560507.000000 Penalty: 5236.019043
	Iteration 70Q: 3 clusters Score -4560507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36861 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -4560519.500000 Penalty: 5236.019043
	Iteration 71Q: 3 clusters Score -4560520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36870 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -4560521.000000 Penalty: 5236.019043
	Iteration 72Q: 3 clusters Score -4560521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36879 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -4560523.000000 Penalty: 5236.019043
	Iteration 73Q: 3 clusters Score -4560523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -4560525.000000 Penalty: 5236.019043
	Iteration 74Q: 3 clusters Score -4560525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -4560525.500000 Penalty: 5236.019043
	Iteration 75Q: 3 clusters Score -4560526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36893 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -4560525.500000 Penalty: 5236.019043
	Iteration 76Q: 3 clusters Score -4560526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36895 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -4560521.000000 Penalty: 5236.019043
	Iteration 77Q: 3 clusters Score -4560521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36899 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -4560519.500000 Penalty: 5236.019043
	Iteration 78Q: 3 clusters Score -4560520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36901 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -4560517.000000 Penalty: 5236.019043
	Iteration 79Q: 3 clusters Score -4560517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36905 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -4560516.000000 Penalty: 5236.019043
	Iteration 80F: 3 clusters Score -4560516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36909 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -4560518.000000 Penalty: 5236.019043
	Iteration 81Q: 3 clusters Score -4560518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36911 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -4560514.500000 Penalty: 5236.019043
	Iteration 82Q: 3 clusters Score -4560514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36914 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4560513.500000 Penalty: 5236.019043
	Iteration 83Q: 3 clusters Score -4560514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36914 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4560513.500000 Penalty: 5236.019043
	Iteration 84F: 3 clusters Score -4560514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -1028850.937500 Penalty: 2257.869629
	Iteration 0F: 2 clusters Score -1028851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1021850.687500 Penalty: 4515.739258
	Iteration 0F: 3 clusters Score -1021851 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1023926.812500 Penalty: 4515.739258
	Iteration 1F: 3 clusters Score -1023927 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1024509.625000 Penalty: 4515.739258
	Iteration 2F: 3 clusters Score -1024510 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1025004.375000 Penalty: 4515.739258
	Iteration 3F: 3 clusters Score -1025004 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1025431.687500 Penalty: 4515.739258
	Iteration 4F: 3 clusters Score -1025432 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1025873.375000 Penalty: 4515.739258
	Iteration 5F: 3 clusters Score -1025873 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1026315.000000 Penalty: 4515.739258
	Iteration 6F: 3 clusters Score -1026315 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1026617.000000 Penalty: 4515.739258
	Iteration 7Q: 3 clusters Score -1026617 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1026864.750000 Penalty: 4515.739258
	Iteration 8Q: 3 clusters Score -1026865 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1027044.687500 Penalty: 4515.739258
	Iteration 9Q: 3 clusters Score -1027045 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1027150.312500 Penalty: 4515.739258
	Iteration 10Q: 3 clusters Score -1027150 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1027215.125000 Penalty: 4515.739258
	Iteration 11Q: 3 clusters Score -1027215 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1027269.437500 Penalty: 4515.739258
	Iteration 12Q: 3 clusters Score -1027269 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1027313.062500 Penalty: 4515.739258
	Iteration 13Q: 3 clusters Score -1027313 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1027357.750000 Penalty: 4515.739258
	Iteration 14Q: 3 clusters Score -1027358 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1027391.625000 Penalty: 4515.739258
	Iteration 15Q: 3 clusters Score -1027392 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1027418.500000 Penalty: 4515.739258
	Iteration 16Q: 3 clusters Score -1027418 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1027442.875000 Penalty: 4515.739258
	Iteration 17Q: 3 clusters Score -1027443 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1027459.687500 Penalty: 4515.739258
	Iteration 18Q: 3 clusters Score -1027460 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1027472.875000 Penalty: 4515.739258
	Iteration 19Q: 3 clusters Score -1027473 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1027482.500000 Penalty: 4515.739258
	Iteration 20F: 3 clusters Score -1027482 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1027494.750000 Penalty: 4515.739258
	Iteration 21Q: 3 clusters Score -1027495 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1027502.750000 Penalty: 4515.739258
	Iteration 22Q: 3 clusters Score -1027503 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1027509.687500 Penalty: 4515.739258
	Iteration 23Q: 3 clusters Score -1027510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1027515.625000 Penalty: 4515.739258
	Iteration 24Q: 3 clusters Score -1027516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1027523.250000 Penalty: 4515.739258
	Iteration 25Q: 3 clusters Score -1027523 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1027529.062500 Penalty: 4515.739258
	Iteration 26Q: 3 clusters Score -1027529 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1027534.437500 Penalty: 4515.739258
	Iteration 27Q: 3 clusters Score -1027534 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1027541.125000 Penalty: 4515.739258
	Iteration 28Q: 3 clusters Score -1027541 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1027542.750000 Penalty: 4515.739258
	Iteration 29Q: 3 clusters Score -1027543 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1027547.562500 Penalty: 4515.739258
	Iteration 30Q: 3 clusters Score -1027548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1027549.375000 Penalty: 4515.739258
	Iteration 31Q: 3 clusters Score -1027549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1027552.750000 Penalty: 4515.739258
	Iteration 32Q: 3 clusters Score -1027553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1027554.562500 Penalty: 4515.739258
	Iteration 33Q: 3 clusters Score -1027555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1027554.875000 Penalty: 4515.739258
	Iteration 34Q: 3 clusters Score -1027555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1027556.125000 Penalty: 4515.739258
	Iteration 35Q: 3 clusters Score -1027556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1027558.750000 Penalty: 4515.739258
	Iteration 36Q: 3 clusters Score -1027559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1027560.937500 Penalty: 4515.739258
	Iteration 37Q: 3 clusters Score -1027561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1027560.812500 Penalty: 4515.739258
	Iteration 38Q: 3 clusters Score -1027561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1027561.625000 Penalty: 4515.739258
	Iteration 39Q: 3 clusters Score -1027562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1027561.000000 Penalty: 4515.739258
	Iteration 40F: 3 clusters Score -1027561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1027561.437500 Penalty: 4515.739258
	Iteration 41Q: 3 clusters Score -1027561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1027561.375000 Penalty: 4515.739258
	Iteration 42Q: 3 clusters Score -1027561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1027561.375000 Penalty: 4515.739258
	Iteration 43F: 3 clusters Score -1027561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Entering Unmasked Estep 
Score: -1217293.375000 Penalty: 2298.942383
	Iteration 0F: 2 clusters Score -1217293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1209224.750000 Penalty: 4597.884766
	Iteration 0F: 3 clusters Score -1209225 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1211806.125000 Penalty: 4597.884766
	Iteration 1F: 3 clusters Score -1211806 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1212353.375000 Penalty: 4597.884766
	Iteration 2F: 3 clusters Score -1212353 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1212877.750000 Penalty: 4597.884766
	Iteration 3F: 3 clusters Score -1212878 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1213341.500000 Penalty: 4597.884766
	Iteration 4F: 3 clusters Score -1213342 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1213758.500000 Penalty: 4597.884766
	Iteration 5F: 3 clusters Score -1213758 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1214126.000000 Penalty: 4597.884766
	Iteration 6F: 3 clusters Score -1214126 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1214457.750000 Penalty: 4597.884766
	Iteration 7Q: 3 clusters Score -1214458 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1214725.375000 Penalty: 4597.884766
	Iteration 8Q: 3 clusters Score -1214725 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1214907.750000 Penalty: 4597.884766
	Iteration 9Q: 3 clusters Score -1214908 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1215055.500000 Penalty: 4597.884766
	Iteration 10Q: 3 clusters Score -1215056 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1215180.500000 Penalty: 4597.884766
	Iteration 11Q: 3 clusters Score -1215180 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1215287.750000 Penalty: 4597.884766
	Iteration 12Q: 3 clusters Score -1215288 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1215367.000000 Penalty: 4597.884766
	Iteration 13Q: 3 clusters Score -1215367 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1215432.250000 Penalty: 4597.884766
	Iteration 14Q: 3 clusters Score -1215432 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1215493.750000 Penalty: 4597.884766
	Iteration 15Q: 3 clusters Score -1215494 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1215532.000000 Penalty: 4597.884766
	Iteration 16Q: 3 clusters Score -1215532 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1215568.500000 Penalty: 4597.884766
	Iteration 17Q: 3 clusters Score -1215568 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1215603.500000 Penalty: 4597.884766
	Iteration 18Q: 3 clusters Score -1215604 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1215631.000000 Penalty: 4597.884766
	Iteration 19Q: 3 clusters Score -1215631 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1215650.125000 Penalty: 4597.884766
	Iteration 20F: 3 clusters Score -1215650 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1215674.250000 Penalty: 4597.884766
	Iteration 21Q: 3 clusters Score -1215674 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1215713.000000 Penalty: 4597.884766
	Iteration 22Q: 3 clusters Score -1215713 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1215749.125000 Penalty: 4597.884766
	Iteration 23Q: 3 clusters Score -1215749 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1215777.125000 Penalty: 4597.884766
	Iteration 24Q: 3 clusters Score -1215777 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1215795.500000 Penalty: 4597.884766
	Iteration 25Q: 3 clusters Score -1215796 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1215808.250000 Penalty: 4597.884766
	Iteration 26Q: 3 clusters Score -1215808 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1215823.375000 Penalty: 4597.884766
	Iteration 27Q: 3 clusters Score -1215823 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1215831.375000 Penalty: 4597.884766
	Iteration 28Q: 3 clusters Score -1215831 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1215835.625000 Penalty: 4597.884766
	Iteration 29Q: 3 clusters Score -1215836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1215838.625000 Penalty: 4597.884766
	Iteration 30Q: 3 clusters Score -1215839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1215846.000000 Penalty: 4597.884766
	Iteration 31Q: 3 clusters Score -1215846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1215850.000000 Penalty: 4597.884766
	Iteration 32Q: 3 clusters Score -1215850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1215855.750000 Penalty: 4597.884766
	Iteration 33Q: 3 clusters Score -1215856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1215859.875000 Penalty: 4597.884766
	Iteration 34Q: 3 clusters Score -1215860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1215863.750000 Penalty: 4597.884766
	Iteration 35Q: 3 clusters Score -1215864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1215867.000000 Penalty: 4597.884766
	Iteration 36Q: 3 clusters Score -1215867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1215870.000000 Penalty: 4597.884766
	Iteration 37Q: 3 clusters Score -1215870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1215870.000000 Penalty: 4597.884766
	Iteration 38Q: 3 clusters Score -1215870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1215871.625000 Penalty: 4597.884766
	Iteration 39Q: 3 clusters Score -1215872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1215874.625000 Penalty: 4597.884766
	Iteration 40F: 3 clusters Score -1215875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1215875.375000 Penalty: 4597.884766
	Iteration 41Q: 3 clusters Score -1215875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1215878.500000 Penalty: 4597.884766
	Iteration 42Q: 3 clusters Score -1215878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1215879.625000 Penalty: 4597.884766
	Iteration 43Q: 3 clusters Score -1215880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1215880.125000 Penalty: 4597.884766
	Iteration 44Q: 3 clusters Score -1215880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1215879.000000 Penalty: 4597.884766
	Iteration 45Q: 3 clusters Score -1215879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1215879.000000 Penalty: 4597.884766
	Iteration 46F: 3 clusters Score -1215879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Entering Unmasked Estep 
Score: -905408.500000 Penalty: 2230.061768
	Iteration 0F: 2 clusters Score -905408.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -899082.000000 Penalty: 4460.123535
	Iteration 0F: 3 clusters Score -899082 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -900955.250000 Penalty: 4460.123535
	Iteration 1F: 3 clusters Score -900955.2 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -901445.000000 Penalty: 4460.123535
	Iteration 2F: 3 clusters Score -901445 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -901878.687500 Penalty: 4460.123535
	Iteration 3F: 3 clusters Score -901878.7 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -902245.125000 Penalty: 4460.123535
	Iteration 4F: 3 clusters Score -902245.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -902532.000000 Penalty: 4460.123535
	Iteration 5F: 3 clusters Score -902532 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -902742.687500 Penalty: 4460.123535
	Iteration 6Q: 3 clusters Score -902742.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -902905.250000 Penalty: 4460.123535
	Iteration 7Q: 3 clusters Score -902905.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -903070.812500 Penalty: 4460.123535
	Iteration 8Q: 3 clusters Score -903070.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -903178.250000 Penalty: 4460.123535
	Iteration 9Q: 3 clusters Score -903178.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -903255.187500 Penalty: 4460.123535
	Iteration 10Q: 3 clusters Score -903255.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -903301.562500 Penalty: 4460.123535
	Iteration 11Q: 3 clusters Score -903301.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -903336.000000 Penalty: 4460.123535
	Iteration 12Q: 3 clusters Score -903336 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -903366.437500 Penalty: 4460.123535
	Iteration 13Q: 3 clusters Score -903366.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -903385.375000 Penalty: 4460.123535
	Iteration 14Q: 3 clusters Score -903385.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -903406.875000 Penalty: 4460.123535
	Iteration 15Q: 3 clusters Score -903406.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -903422.375000 Penalty: 4460.123535
	Iteration 16Q: 3 clusters Score -903422.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -903438.500000 Penalty: 4460.123535
	Iteration 17Q: 3 clusters Score -903438.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -903459.125000 Penalty: 4460.123535
	Iteration 18Q: 3 clusters Score -903459.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -903480.562500 Penalty: 4460.123535
	Iteration 19Q: 3 clusters Score -903480.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -903508.437500 Penalty: 4460.123535
	Iteration 20F: 3 clusters Score -903508.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -903529.375000 Penalty: 4460.123535
	Iteration 21Q: 3 clusters Score -903529.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -903545.125000 Penalty: 4460.123535
	Iteration 22Q: 3 clusters Score -903545.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -903556.625000 Penalty: 4460.123535
	Iteration 23Q: 3 clusters Score -903556.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -903572.062500 Penalty: 4460.123535
	Iteration 24Q: 3 clusters Score -903572.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -903586.875000 Penalty: 4460.123535
	Iteration 25Q: 3 clusters Score -903586.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -903599.437500 Penalty: 4460.123535
	Iteration 26Q: 3 clusters Score -903599.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -903614.312500 Penalty: 4460.123535
	Iteration 27Q: 3 clusters Score -903614.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -903625.562500 Penalty: 4460.123535
	Iteration 28Q: 3 clusters Score -903625.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -903638.187500 Penalty: 4460.123535
	Iteration 29Q: 3 clusters Score -903638.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -903649.312500 Penalty: 4460.123535
	Iteration 30Q: 3 clusters Score -903649.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -903655.562500 Penalty: 4460.123535
	Iteration 31Q: 3 clusters Score -903655.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -903665.187500 Penalty: 4460.123535
	Iteration 32Q: 3 clusters Score -903665.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -903679.312500 Penalty: 4460.123535
	Iteration 33Q: 3 clusters Score -903679.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -903688.250000 Penalty: 4460.123535
	Iteration 34Q: 3 clusters Score -903688.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -903696.125000 Penalty: 4460.123535
	Iteration 35Q: 3 clusters Score -903696.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -903704.125000 Penalty: 4460.123535
	Iteration 36Q: 3 clusters Score -903704.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -903709.062500 Penalty: 4460.123535
	Iteration 37Q: 3 clusters Score -903709.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -903720.250000 Penalty: 4460.123535
	Iteration 38Q: 3 clusters Score -903720.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -903728.750000 Penalty: 4460.123535
	Iteration 39Q: 3 clusters Score -903728.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -903739.562500 Penalty: 4460.123535
	Iteration 40F: 3 clusters Score -903739.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -903751.000000 Penalty: 4460.123535
	Iteration 41Q: 3 clusters Score -903751 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -903761.125000 Penalty: 4460.123535
	Iteration 42Q: 3 clusters Score -903761.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -903769.812500 Penalty: 4460.123535
	Iteration 43Q: 3 clusters Score -903769.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -903781.562500 Penalty: 4460.123535
	Iteration 44Q: 3 clusters Score -903781.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -903792.812500 Penalty: 4460.123535
	Iteration 45Q: 3 clusters Score -903792.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -903798.375000 Penalty: 4460.123535
	Iteration 46Q: 3 clusters Score -903798.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -903810.687500 Penalty: 4460.123535
	Iteration 47Q: 3 clusters Score -903810.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -903821.375000 Penalty: 4460.123535
	Iteration 48Q: 3 clusters Score -903821.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -903834.062500 Penalty: 4460.123535
	Iteration 49Q: 3 clusters Score -903834.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -903847.062500 Penalty: 4460.123535
	Iteration 50Q: 3 clusters Score -903847.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -903855.500000 Penalty: 4460.123535
	Iteration 51Q: 3 clusters Score -903855.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -903864.437500 Penalty: 4460.123535
	Iteration 52Q: 3 clusters Score -903864.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -903874.687500 Penalty: 4460.123535
	Iteration 53Q: 3 clusters Score -903874.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -903878.562500 Penalty: 4460.123535
	Iteration 54Q: 3 clusters Score -903878.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -903886.062500 Penalty: 4460.123535
	Iteration 55Q: 3 clusters Score -903886.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -903891.375000 Penalty: 4460.123535
	Iteration 56Q: 3 clusters Score -903891.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -903895.812500 Penalty: 4460.123535
	Iteration 57Q: 3 clusters Score -903895.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -903899.000000 Penalty: 4460.123535
	Iteration 58Q: 3 clusters Score -903899 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -903902.375000 Penalty: 4460.123535
	Iteration 59Q: 3 clusters Score -903902.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -903903.000000 Penalty: 4460.123535
	Iteration 60F: 3 clusters Score -903903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -903902.937500 Penalty: 4460.123535
	Iteration 61Q: 3 clusters Score -903902.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -903906.125000 Penalty: 4460.123535
	Iteration 62Q: 3 clusters Score -903906.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -903905.000000 Penalty: 4460.123535
	Iteration 63Q: 3 clusters Score -903905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -903906.812500 Penalty: 4460.123535
	Iteration 64Q: 3 clusters Score -903906.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -903907.000000 Penalty: 4460.123535
	Iteration 65Q: 3 clusters Score -903907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -903907.437500 Penalty: 4460.123535
	Iteration 66Q: 3 clusters Score -903907.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -903907.250000 Penalty: 4460.123535
	Iteration 67Q: 3 clusters Score -903907.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -903908.500000 Penalty: 4460.123535
	Iteration 68Q: 3 clusters Score -903908.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -903907.875000 Penalty: 4460.123535
	Iteration 69Q: 3 clusters Score -903907.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -903908.062500 Penalty: 4460.123535
	Iteration 70Q: 3 clusters Score -903908.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -903908.812500 Penalty: 4460.123535
	Iteration 71Q: 3 clusters Score -903908.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -903908.812500 Penalty: 4460.123535
	Iteration 72F: 3 clusters Score -903908.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Entering Unmasked Estep 
Score: -938159.625000 Penalty: 2241.072266
	Iteration 0F: 2 clusters Score -938159.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -931749.125000 Penalty: 4482.144531
	Iteration 0F: 3 clusters Score -931749.1 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -934443.312500 Penalty: 4482.144531
	Iteration 1F: 3 clusters Score -934443.3 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -935479.500000 Penalty: 4482.144531
	Iteration 2F: 3 clusters Score -935479.5 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -936413.000000 Penalty: 4482.144531
	Iteration 3F: 3 clusters Score -936413 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -937145.937500 Penalty: 4482.144531
	Iteration 4F: 3 clusters Score -937145.9 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -937637.375000 Penalty: 4482.144531
	Iteration 5F: 3 clusters Score -937637.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -937961.437500 Penalty: 4482.144531
	Iteration 6Q: 3 clusters Score -937961.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -938228.000000 Penalty: 4482.144531
	Iteration 7Q: 3 clusters Score -938228 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -938430.937500 Penalty: 4482.144531
	Iteration 8Q: 3 clusters Score -938430.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -938590.875000 Penalty: 4482.144531
	Iteration 9Q: 3 clusters Score -938590.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -938728.250000 Penalty: 4482.144531
	Iteration 10Q: 3 clusters Score -938728.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -938847.750000 Penalty: 4482.144531
	Iteration 11Q: 3 clusters Score -938847.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -938920.937500 Penalty: 4482.144531
	Iteration 12Q: 3 clusters Score -938920.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -938980.812500 Penalty: 4482.144531
	Iteration 13Q: 3 clusters Score -938980.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -939022.625000 Penalty: 4482.144531
	Iteration 14Q: 3 clusters Score -939022.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -939061.187500 Penalty: 4482.144531
	Iteration 15Q: 3 clusters Score -939061.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -939084.750000 Penalty: 4482.144531
	Iteration 16Q: 3 clusters Score -939084.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -939096.125000 Penalty: 4482.144531
	Iteration 17Q: 3 clusters Score -939096.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -939103.125000 Penalty: 4482.144531
	Iteration 18Q: 3 clusters Score -939103.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -939112.500000 Penalty: 4482.144531
	Iteration 19Q: 3 clusters Score -939112.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -939138.187500 Penalty: 4482.144531
	Iteration 20F: 3 clusters Score -939138.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -939150.625000 Penalty: 4482.144531
	Iteration 21Q: 3 clusters Score -939150.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -939153.500000 Penalty: 4482.144531
	Iteration 22Q: 3 clusters Score -939153.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -939157.812500 Penalty: 4482.144531
	Iteration 23Q: 3 clusters Score -939157.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -939163.187500 Penalty: 4482.144531
	Iteration 24Q: 3 clusters Score -939163.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -939165.437500 Penalty: 4482.144531
	Iteration 25Q: 3 clusters Score -939165.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -939169.687500 Penalty: 4482.144531
	Iteration 26Q: 3 clusters Score -939169.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -939168.875000 Penalty: 4482.144531
	Iteration 27Q: 3 clusters Score -939168.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -939168.875000 Penalty: 4482.144531
	Iteration 28F: 3 clusters Score -939168.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58625 members 
Mstep: Class 2 contains 150321 members 
Mstep: Class 3 contains 7354 members 
Mstep: Class 4 contains 181377 members 
Mstep: Class 5 contains 11375 members 
Mstep: Class 6 contains 518 members 
Mstep: Class 7 contains 31525 members 
Mstep: Class 8 contains 26997 members 
Mstep: Class 9 contains 196606 members 
Mstep: Class 10 contains 6885 members 
Mstep: Class 11 contains 38426 members 
Mstep: Class 12 contains 8994 members 
Mstep: Class 13 contains 10614 members 
Mstep: Class 14 contains 8040 members 
Mstep: Class 15 contains 7751 members 
Mstep: Class 16 contains 10545 members 
Mstep: Class 17 contains 69608 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 12381 members 
Mstep: Class 20 contains 2953 members 
Mstep: Class 21 contains 281117 members 
Mstep: Class 22 contains 41317 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282533 members 
Mstep: Class 25 contains 16020 members 
Mstep: Class 26 contains 21892 members 
Mstep: Class 27 contains 16558 members 
Mstep: Class 28 contains 10559 members 
Mstep: Class 29 contains 6422 members 
Mstep: Class 30 contains 37995 members 
Mstep: Class 31 contains 2919 members 
Mstep: Class 32 contains 10107 members 
Mstep: Class 33 contains 8067 members 
Mstep: Class 34 contains 221590 members 
Mstep: Class 35 contains 84639 members 
Mstep: Class 36 contains 10560 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 11018 members 
Mstep: Class 39 contains 82978 members 
Mstep: Class 40 contains 664 members 
Entering Unmasked Estep 
Score: -235465840.000000 Penalty: 143876.984375
Splitting cluster 15 changes total score from -235466704.000000 to -235465840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (10545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Entering Unmasked Estep 
Score: -1201525.500000 Penalty: 2297.324951
	Iteration 0F: 2 clusters Score -1201526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1193492.750000 Penalty: 4594.649902
	Iteration 0F: 3 clusters Score -1193493 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1196347.000000 Penalty: 4594.649902
	Iteration 1F: 3 clusters Score -1196347 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1197241.125000 Penalty: 4594.649902
	Iteration 2F: 3 clusters Score -1197241 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1198090.000000 Penalty: 4594.649902
	Iteration 3F: 3 clusters Score -1198090 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1198897.375000 Penalty: 4594.649902
	Iteration 4F: 3 clusters Score -1198897 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1199617.875000 Penalty: 4594.649902
	Iteration 5F: 3 clusters Score -1199618 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1200172.625000 Penalty: 4594.649902
	Iteration 6F: 3 clusters Score -1200173 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1200551.625000 Penalty: 4594.649902
	Iteration 7Q: 3 clusters Score -1200552 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1200798.500000 Penalty: 4594.649902
	Iteration 8Q: 3 clusters Score -1200798 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1200948.250000 Penalty: 4594.649902
	Iteration 9Q: 3 clusters Score -1200948 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1201034.250000 Penalty: 4594.649902
	Iteration 10Q: 3 clusters Score -1201034 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1201086.375000 Penalty: 4594.649902
	Iteration 11Q: 3 clusters Score -1201086 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1201123.750000 Penalty: 4594.649902
	Iteration 12Q: 3 clusters Score -1201124 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1201142.125000 Penalty: 4594.649902
	Iteration 13Q: 3 clusters Score -1201142 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1201154.250000 Penalty: 4594.649902
	Iteration 14Q: 3 clusters Score -1201154 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1201165.250000 Penalty: 4594.649902
	Iteration 15Q: 3 clusters Score -1201165 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1201175.875000 Penalty: 4594.649902
	Iteration 16Q: 3 clusters Score -1201176 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1201183.750000 Penalty: 4594.649902
	Iteration 17Q: 3 clusters Score -1201184 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1201193.375000 Penalty: 4594.649902
	Iteration 18Q: 3 clusters Score -1201193 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1201203.750000 Penalty: 4594.649902
	Iteration 19Q: 3 clusters Score -1201204 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1201207.625000 Penalty: 4594.649902
	Iteration 20F: 3 clusters Score -1201208 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1201211.375000 Penalty: 4594.649902
	Iteration 21Q: 3 clusters Score -1201211 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1201216.750000 Penalty: 4594.649902
	Iteration 22Q: 3 clusters Score -1201217 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1201224.000000 Penalty: 4594.649902
	Iteration 23Q: 3 clusters Score -1201224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1201228.375000 Penalty: 4594.649902
	Iteration 24Q: 3 clusters Score -1201228 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1201230.750000 Penalty: 4594.649902
	Iteration 25Q: 3 clusters Score -1201231 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1201229.875000 Penalty: 4594.649902
	Iteration 26Q: 3 clusters Score -1201230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1201234.375000 Penalty: 4594.649902
	Iteration 27Q: 3 clusters Score -1201234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1201239.625000 Penalty: 4594.649902
	Iteration 28Q: 3 clusters Score -1201240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1201244.875000 Penalty: 4594.649902
	Iteration 29Q: 3 clusters Score -1201245 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1201247.375000 Penalty: 4594.649902
	Iteration 30Q: 3 clusters Score -1201247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1201247.500000 Penalty: 4594.649902
	Iteration 31Q: 3 clusters Score -1201248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1201251.125000 Penalty: 4594.649902
	Iteration 32Q: 3 clusters Score -1201251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1201250.750000 Penalty: 4594.649902
	Iteration 33Q: 3 clusters Score -1201251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1201253.000000 Penalty: 4594.649902
	Iteration 34Q: 3 clusters Score -1201253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1201253.625000 Penalty: 4594.649902
	Iteration 35Q: 3 clusters Score -1201254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1201253.250000 Penalty: 4594.649902
	Iteration 36Q: 3 clusters Score -1201253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1201252.125000 Penalty: 4594.649902
	Iteration 37Q: 3 clusters Score -1201252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1201254.375000 Penalty: 4594.649902
	Iteration 38Q: 3 clusters Score -1201254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1201257.250000 Penalty: 4594.649902
	Iteration 39Q: 3 clusters Score -1201257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1201256.500000 Penalty: 4594.649902
	Iteration 40F: 3 clusters Score -1201256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1201258.875000 Penalty: 4594.649902
	Iteration 41Q: 3 clusters Score -1201259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1201260.750000 Penalty: 4594.649902
	Iteration 42Q: 3 clusters Score -1201261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1201263.875000 Penalty: 4594.649902
	Iteration 43Q: 3 clusters Score -1201264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1201265.875000 Penalty: 4594.649902
	Iteration 44Q: 3 clusters Score -1201266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1201267.875000 Penalty: 4594.649902
	Iteration 45Q: 3 clusters Score -1201268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1201269.500000 Penalty: 4594.649902
	Iteration 46Q: 3 clusters Score -1201270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1201274.500000 Penalty: 4594.649902
	Iteration 47Q: 3 clusters Score -1201274 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1201284.000000 Penalty: 4594.649902
	Iteration 48Q: 3 clusters Score -1201284 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1201291.875000 Penalty: 4594.649902
	Iteration 49Q: 3 clusters Score -1201292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1201302.625000 Penalty: 4594.649902
	Iteration 50Q: 3 clusters Score -1201303 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1201311.000000 Penalty: 4594.649902
	Iteration 51Q: 3 clusters Score -1201311 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1201316.375000 Penalty: 4594.649902
	Iteration 52Q: 3 clusters Score -1201316 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1201327.000000 Penalty: 4594.649902
	Iteration 53Q: 3 clusters Score -1201327 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1201337.125000 Penalty: 4594.649902
	Iteration 54Q: 3 clusters Score -1201337 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1201342.000000 Penalty: 4594.649902
	Iteration 55Q: 3 clusters Score -1201342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1201342.375000 Penalty: 4594.649902
	Iteration 56Q: 3 clusters Score -1201342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1201345.875000 Penalty: 4594.649902
	Iteration 57Q: 3 clusters Score -1201346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1201351.125000 Penalty: 4594.649902
	Iteration 58Q: 3 clusters Score -1201351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1201353.375000 Penalty: 4594.649902
	Iteration 59Q: 3 clusters Score -1201353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1201356.500000 Penalty: 4594.649902
	Iteration 60F: 3 clusters Score -1201356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1201356.375000 Penalty: 4594.649902
	Iteration 61Q: 3 clusters Score -1201356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1201358.875000 Penalty: 4594.649902
	Iteration 62Q: 3 clusters Score -1201359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1201361.625000 Penalty: 4594.649902
	Iteration 63Q: 3 clusters Score -1201362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1201359.125000 Penalty: 4594.649902
	Iteration 64Q: 3 clusters Score -1201359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1201362.875000 Penalty: 4594.649902
	Iteration 65Q: 3 clusters Score -1201363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1201362.375000 Penalty: 4594.649902
	Iteration 66Q: 3 clusters Score -1201362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1201363.500000 Penalty: 4594.649902
	Iteration 67Q: 3 clusters Score -1201364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1201362.375000 Penalty: 4594.649902
	Iteration 68Q: 3 clusters Score -1201362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1201362.375000 Penalty: 4594.649902
	Iteration 69F: 3 clusters Score -1201362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (69608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69608 members 
Entering Unmasked Estep 
Score: -8475793.000000 Penalty: 2765.357422
	Iteration 0F: 2 clusters Score -8475793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -8429276.000000 Penalty: 5530.714844
	Iteration 0F: 3 clusters Score -8429276 nChanged 32287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35599 members 
Mstep: Class 2 contains 34009 members 
Entering Unmasked Estep 
Score: -8447575.000000 Penalty: 5530.714844
	Iteration 1F: 3 clusters Score -8447575 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36296 members 
Mstep: Class 2 contains 33312 members 
Entering Unmasked Estep 
Score: -8448445.000000 Penalty: 5530.714844
	Iteration 2Q: 3 clusters Score -8448445 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37310 members 
Mstep: Class 2 contains 32298 members 
Entering Unmasked Estep 
Score: -8449510.000000 Penalty: 5530.714844
	Iteration 3Q: 3 clusters Score -8449510 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38994 members 
Mstep: Class 2 contains 30614 members 
Entering Unmasked Estep 
Score: -8450860.000000 Penalty: 5530.714844
	Iteration 4Q: 3 clusters Score -8450860 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41329 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -8452784.000000 Penalty: 5530.714844
	Iteration 5F: 3 clusters Score -8452784 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44468 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -8455401.000000 Penalty: 5530.714844
	Iteration 6F: 3 clusters Score -8455401 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48270 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -8458856.000000 Penalty: 5530.714844
	Iteration 7F: 3 clusters Score -8458856 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52025 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -8462365.000000 Penalty: 5530.714844
	Iteration 8F: 3 clusters Score -8462365 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55205 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -8465588.000000 Penalty: 5530.714844
	Iteration 9F: 3 clusters Score -8465588 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57552 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -8467890.000000 Penalty: 5530.714844
	Iteration 10Q: 3 clusters Score -8467890 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59241 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -8469284.000000 Penalty: 5530.714844
	Iteration 11Q: 3 clusters Score -8469284 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60575 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -8470201.000000 Penalty: 5530.714844
	Iteration 12Q: 3 clusters Score -8470201 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61602 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -8470782.000000 Penalty: 5530.714844
	Iteration 13Q: 3 clusters Score -8470782 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62468 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -8471258.000000 Penalty: 5530.714844
	Iteration 14Q: 3 clusters Score -8471258 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63205 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -8471650.000000 Penalty: 5530.714844
	Iteration 15Q: 3 clusters Score -8471650 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63901 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -8471989.000000 Penalty: 5530.714844
	Iteration 16Q: 3 clusters Score -8471989 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64451 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -8472207.000000 Penalty: 5530.714844
	Iteration 17Q: 3 clusters Score -8472207 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64934 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -8472458.000000 Penalty: 5530.714844
	Iteration 18Q: 3 clusters Score -8472458 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65391 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -8472654.000000 Penalty: 5530.714844
	Iteration 19Q: 3 clusters Score -8472654 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65752 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -8472797.000000 Penalty: 5530.714844
	Iteration 20F: 3 clusters Score -8472797 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66059 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -8472931.000000 Penalty: 5530.714844
	Iteration 21Q: 3 clusters Score -8472931 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66340 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -8473062.000000 Penalty: 5530.714844
	Iteration 22Q: 3 clusters Score -8473062 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66570 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -8473166.000000 Penalty: 5530.714844
	Iteration 23Q: 3 clusters Score -8473166 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66752 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -8473222.000000 Penalty: 5530.714844
	Iteration 24Q: 3 clusters Score -8473222 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66888 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -8473266.000000 Penalty: 5530.714844
	Iteration 25Q: 3 clusters Score -8473266 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67027 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -8473308.000000 Penalty: 5530.714844
	Iteration 26Q: 3 clusters Score -8473308 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67156 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -8473337.000000 Penalty: 5530.714844
	Iteration 27Q: 3 clusters Score -8473337 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67263 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -8473384.000000 Penalty: 5530.714844
	Iteration 28Q: 3 clusters Score -8473384 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67350 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -8473412.000000 Penalty: 5530.714844
	Iteration 29Q: 3 clusters Score -8473412 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67429 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -8473443.000000 Penalty: 5530.714844
	Iteration 30Q: 3 clusters Score -8473443 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67504 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -8473466.000000 Penalty: 5530.714844
	Iteration 31Q: 3 clusters Score -8473466 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67566 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -8473477.000000 Penalty: 5530.714844
	Iteration 32Q: 3 clusters Score -8473477 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67625 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -8473507.000000 Penalty: 5530.714844
	Iteration 33Q: 3 clusters Score -8473507 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67683 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -8473538.000000 Penalty: 5530.714844
	Iteration 34Q: 3 clusters Score -8473538 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67746 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -8473553.000000 Penalty: 5530.714844
	Iteration 35Q: 3 clusters Score -8473553 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67802 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -8473573.000000 Penalty: 5530.714844
	Iteration 36Q: 3 clusters Score -8473573 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67842 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -8473596.000000 Penalty: 5530.714844
	Iteration 37Q: 3 clusters Score -8473596 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67883 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -8473611.000000 Penalty: 5530.714844
	Iteration 38Q: 3 clusters Score -8473611 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67926 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -8473623.000000 Penalty: 5530.714844
	Iteration 39Q: 3 clusters Score -8473623 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67967 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -8473651.000000 Penalty: 5530.714844
	Iteration 40F: 3 clusters Score -8473651 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68000 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -8473661.000000 Penalty: 5530.714844
	Iteration 41Q: 3 clusters Score -8473661 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68026 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -8473673.000000 Penalty: 5530.714844
	Iteration 42Q: 3 clusters Score -8473673 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68051 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -8473693.000000 Penalty: 5530.714844
	Iteration 43Q: 3 clusters Score -8473693 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68077 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -8473701.000000 Penalty: 5530.714844
	Iteration 44Q: 3 clusters Score -8473701 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68106 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -8473695.000000 Penalty: 5530.714844
	Iteration 45Q: 3 clusters Score -8473695 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68127 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -8473703.000000 Penalty: 5530.714844
	Iteration 46Q: 3 clusters Score -8473703 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68154 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -8473722.000000 Penalty: 5530.714844
	Iteration 47Q: 3 clusters Score -8473722 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68173 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -8473716.000000 Penalty: 5530.714844
	Iteration 48Q: 3 clusters Score -8473716 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68189 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -8473730.000000 Penalty: 5530.714844
	Iteration 49Q: 3 clusters Score -8473730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68198 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -8473732.000000 Penalty: 5530.714844
	Iteration 50Q: 3 clusters Score -8473732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68211 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -8473732.000000 Penalty: 5530.714844
	Iteration 51Q: 3 clusters Score -8473732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68228 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -8473736.000000 Penalty: 5530.714844
	Iteration 52Q: 3 clusters Score -8473736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68243 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -8473740.000000 Penalty: 5530.714844
	Iteration 53Q: 3 clusters Score -8473740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68252 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -8473737.000000 Penalty: 5530.714844
	Iteration 54Q: 3 clusters Score -8473737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68256 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -8473730.000000 Penalty: 5530.714844
	Iteration 55Q: 3 clusters Score -8473730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68258 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -8473730.000000 Penalty: 5530.714844
	Iteration 56Q: 3 clusters Score -8473730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68262 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -8473739.000000 Penalty: 5530.714844
	Iteration 57Q: 3 clusters Score -8473739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68266 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -8473735.000000 Penalty: 5530.714844
	Iteration 58Q: 3 clusters Score -8473735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68268 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -8473736.000000 Penalty: 5530.714844
	Iteration 59Q: 3 clusters Score -8473736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68274 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -8473741.000000 Penalty: 5530.714844
	Iteration 60F: 3 clusters Score -8473741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68276 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -8473739.000000 Penalty: 5530.714844
	Iteration 61Q: 3 clusters Score -8473739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68279 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -8473739.000000 Penalty: 5530.714844
	Iteration 62Q: 3 clusters Score -8473739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68281 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -8473740.000000 Penalty: 5530.714844
	Iteration 63Q: 3 clusters Score -8473740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68284 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -8473744.000000 Penalty: 5530.714844
	Iteration 64Q: 3 clusters Score -8473744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68286 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -8473745.000000 Penalty: 5530.714844
	Iteration 65Q: 3 clusters Score -8473745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68287 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -8473745.000000 Penalty: 5530.714844
	Iteration 66Q: 3 clusters Score -8473745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68288 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -8473736.000000 Penalty: 5530.714844
	Iteration 67Q: 3 clusters Score -8473736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68291 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -8473737.000000 Penalty: 5530.714844
	Iteration 68Q: 3 clusters Score -8473737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68292 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -8473733.000000 Penalty: 5530.714844
	Iteration 69Q: 3 clusters Score -8473733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68294 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -8473739.000000 Penalty: 5530.714844
	Iteration 70Q: 3 clusters Score -8473739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68296 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -8473736.000000 Penalty: 5530.714844
	Iteration 71Q: 3 clusters Score -8473736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68296 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -8473740.000000 Penalty: 5530.714844
	Iteration 72Q: 3 clusters Score -8473740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68297 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -8473743.000000 Penalty: 5530.714844
	Iteration 73Q: 3 clusters Score -8473743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68302 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -8473748.000000 Penalty: 5530.714844
	Iteration 74Q: 3 clusters Score -8473748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68307 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -8473752.000000 Penalty: 5530.714844
	Iteration 75Q: 3 clusters Score -8473752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68311 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -8473753.000000 Penalty: 5530.714844
	Iteration 76Q: 3 clusters Score -8473753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68312 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -8473754.000000 Penalty: 5530.714844
	Iteration 77Q: 3 clusters Score -8473754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68315 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -8473754.000000 Penalty: 5530.714844
	Iteration 78Q: 3 clusters Score -8473754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68317 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -8473758.000000 Penalty: 5530.714844
	Iteration 79Q: 3 clusters Score -8473758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68319 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -8473757.000000 Penalty: 5530.714844
	Iteration 80F: 3 clusters Score -8473757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Entering Unmasked Estep 
Score: -1494669.250000 Penalty: 2337.131836
	Iteration 0F: 2 clusters Score -1494669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1485479.500000 Penalty: 4674.263672
	Iteration 0F: 3 clusters Score -1485480 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1488187.000000 Penalty: 4674.263672
	Iteration 1F: 3 clusters Score -1488187 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1488489.750000 Penalty: 4674.263672
	Iteration 2F: 3 clusters Score -1488490 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1488726.250000 Penalty: 4674.263672
	Iteration 3F: 3 clusters Score -1488726 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1488891.625000 Penalty: 4674.263672
	Iteration 4Q: 3 clusters Score -1488892 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1489031.625000 Penalty: 4674.263672
	Iteration 5Q: 3 clusters Score -1489032 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1489134.625000 Penalty: 4674.263672
	Iteration 6Q: 3 clusters Score -1489135 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1489216.875000 Penalty: 4674.263672
	Iteration 7Q: 3 clusters Score -1489217 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1489301.750000 Penalty: 4674.263672
	Iteration 8Q: 3 clusters Score -1489302 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1489374.625000 Penalty: 4674.263672
	Iteration 9Q: 3 clusters Score -1489375 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1489444.250000 Penalty: 4674.263672
	Iteration 10Q: 3 clusters Score -1489444 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1489519.125000 Penalty: 4674.263672
	Iteration 11Q: 3 clusters Score -1489519 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1489594.750000 Penalty: 4674.263672
	Iteration 12Q: 3 clusters Score -1489595 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1489676.250000 Penalty: 4674.263672
	Iteration 13Q: 3 clusters Score -1489676 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1489780.875000 Penalty: 4674.263672
	Iteration 14Q: 3 clusters Score -1489781 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1489909.750000 Penalty: 4674.263672
	Iteration 15Q: 3 clusters Score -1489910 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1490046.625000 Penalty: 4674.263672
	Iteration 16Q: 3 clusters Score -1490047 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1490205.000000 Penalty: 4674.263672
	Iteration 17Q: 3 clusters Score -1490205 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1490408.000000 Penalty: 4674.263672
	Iteration 18Q: 3 clusters Score -1490408 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1490658.625000 Penalty: 4674.263672
	Iteration 19Q: 3 clusters Score -1490659 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1490946.875000 Penalty: 4674.263672
	Iteration 20F: 3 clusters Score -1490947 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1491225.250000 Penalty: 4674.263672
	Iteration 21Q: 3 clusters Score -1491225 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1491480.375000 Penalty: 4674.263672
	Iteration 22Q: 3 clusters Score -1491480 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1491732.875000 Penalty: 4674.263672
	Iteration 23Q: 3 clusters Score -1491733 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1491942.250000 Penalty: 4674.263672
	Iteration 24Q: 3 clusters Score -1491942 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1492117.500000 Penalty: 4674.263672
	Iteration 25Q: 3 clusters Score -1492118 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1492253.000000 Penalty: 4674.263672
	Iteration 26Q: 3 clusters Score -1492253 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1492367.000000 Penalty: 4674.263672
	Iteration 27Q: 3 clusters Score -1492367 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1492440.625000 Penalty: 4674.263672
	Iteration 28Q: 3 clusters Score -1492441 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1492482.625000 Penalty: 4674.263672
	Iteration 29Q: 3 clusters Score -1492483 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1492514.375000 Penalty: 4674.263672
	Iteration 30Q: 3 clusters Score -1492514 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1492535.500000 Penalty: 4674.263672
	Iteration 31Q: 3 clusters Score -1492536 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -1492553.250000 Penalty: 4674.263672
	Iteration 32Q: 3 clusters Score -1492553 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1492567.250000 Penalty: 4674.263672
	Iteration 33Q: 3 clusters Score -1492567 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -1492579.625000 Penalty: 4674.263672
	Iteration 34Q: 3 clusters Score -1492580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1492593.000000 Penalty: 4674.263672
	Iteration 35Q: 3 clusters Score -1492593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1492598.875000 Penalty: 4674.263672
	Iteration 36Q: 3 clusters Score -1492599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1492607.500000 Penalty: 4674.263672
	Iteration 37Q: 3 clusters Score -1492608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -1492616.375000 Penalty: 4674.263672
	Iteration 38Q: 3 clusters Score -1492616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1492616.625000 Penalty: 4674.263672
	Iteration 39Q: 3 clusters Score -1492617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1492618.750000 Penalty: 4674.263672
	Iteration 40F: 3 clusters Score -1492619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1492620.375000 Penalty: 4674.263672
	Iteration 41Q: 3 clusters Score -1492620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1492622.750000 Penalty: 4674.263672
	Iteration 42Q: 3 clusters Score -1492623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1492624.125000 Penalty: 4674.263672
	Iteration 43Q: 3 clusters Score -1492624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1492625.750000 Penalty: 4674.263672
	Iteration 44Q: 3 clusters Score -1492626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1492625.750000 Penalty: 4674.263672
	Iteration 45Q: 3 clusters Score -1492626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1492626.125000 Penalty: 4674.263672
	Iteration 46Q: 3 clusters Score -1492626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1492629.625000 Penalty: 4674.263672
	Iteration 47Q: 3 clusters Score -1492630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1492632.250000 Penalty: 4674.263672
	Iteration 48Q: 3 clusters Score -1492632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -1492636.500000 Penalty: 4674.263672
	Iteration 49Q: 3 clusters Score -1492636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1492638.000000 Penalty: 4674.263672
	Iteration 50Q: 3 clusters Score -1492638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1492641.000000 Penalty: 4674.263672
	Iteration 51Q: 3 clusters Score -1492641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1492647.375000 Penalty: 4674.263672
	Iteration 52Q: 3 clusters Score -1492647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1492650.125000 Penalty: 4674.263672
	Iteration 53Q: 3 clusters Score -1492650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1492654.375000 Penalty: 4674.263672
	Iteration 54Q: 3 clusters Score -1492654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1492654.500000 Penalty: 4674.263672
	Iteration 55Q: 3 clusters Score -1492654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -1492654.500000 Penalty: 4674.263672
	Iteration 56Q: 3 clusters Score -1492654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1492657.375000 Penalty: 4674.263672
	Iteration 57Q: 3 clusters Score -1492657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -1492656.000000 Penalty: 4674.263672
	Iteration 58Q: 3 clusters Score -1492656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -1492656.000000 Penalty: 4674.263672
	Iteration 59F: 3 clusters Score -1492656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Entering Unmasked Estep 
Score: -339926.312500 Penalty: 1981.663086
	Iteration 0F: 2 clusters Score -339926.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -336777.000000 Penalty: 3963.326172
	Iteration 0F: 3 clusters Score -336777 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -337549.781250 Penalty: 3963.326172
	Iteration 1F: 3 clusters Score -337549.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -337773.500000 Penalty: 3963.326172
	Iteration 2F: 3 clusters Score -337773.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -337952.937500 Penalty: 3963.326172
	Iteration 3F: 3 clusters Score -337952.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -338095.718750 Penalty: 3963.326172
	Iteration 4F: 3 clusters Score -338095.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -338182.375000 Penalty: 3963.326172
	Iteration 5Q: 3 clusters Score -338182.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -338244.968750 Penalty: 3963.326172
	Iteration 6Q: 3 clusters Score -338245 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -338306.531250 Penalty: 3963.326172
	Iteration 7Q: 3 clusters Score -338306.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -338358.093750 Penalty: 3963.326172
	Iteration 8Q: 3 clusters Score -338358.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -338399.000000 Penalty: 3963.326172
	Iteration 9Q: 3 clusters Score -338399 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -338435.062500 Penalty: 3963.326172
	Iteration 10Q: 3 clusters Score -338435.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -338469.468750 Penalty: 3963.326172
	Iteration 11Q: 3 clusters Score -338469.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -338489.593750 Penalty: 3963.326172
	Iteration 12Q: 3 clusters Score -338489.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -338506.906250 Penalty: 3963.326172
	Iteration 13Q: 3 clusters Score -338506.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -338516.812500 Penalty: 3963.326172
	Iteration 14Q: 3 clusters Score -338516.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -338521.906250 Penalty: 3963.326172
	Iteration 15Q: 3 clusters Score -338521.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -338527.593750 Penalty: 3963.326172
	Iteration 16Q: 3 clusters Score -338527.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -338530.562500 Penalty: 3963.326172
	Iteration 17Q: 3 clusters Score -338530.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -338531.781250 Penalty: 3963.326172
	Iteration 18Q: 3 clusters Score -338531.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -338532.562500 Penalty: 3963.326172
	Iteration 19Q: 3 clusters Score -338532.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -338534.187500 Penalty: 3963.326172
	Iteration 20F: 3 clusters Score -338534.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -338536.000000 Penalty: 3963.326172
	Iteration 21Q: 3 clusters Score -338536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -338536.750000 Penalty: 3963.326172
	Iteration 22Q: 3 clusters Score -338536.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -338536.750000 Penalty: 3963.326172
	Iteration 23F: 3 clusters Score -338536.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (281117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281117 members 
Entering Unmasked Estep 
Score: -34583480.000000 Penalty: 3111.538330
	Iteration 0F: 2 clusters Score -3.458348e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140425 members 
Mstep: Class 2 contains 140692 members 
Entering Unmasked Estep 
Score: -34413960.000000 Penalty: 6223.076660
	Iteration 0F: 3 clusters Score -3.441396e+07 nChanged 136106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135643 members 
Mstep: Class 2 contains 145474 members 
Entering Unmasked Estep 
Score: -34494324.000000 Penalty: 6223.076660
	Iteration 1F: 3 clusters Score -3.449432e+07 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132886 members 
Mstep: Class 2 contains 148231 members 
Entering Unmasked Estep 
Score: -34495436.000000 Penalty: 6223.076660
	Iteration 2Q: 3 clusters Score -3.449544e+07 nChanged 6721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128505 members 
Mstep: Class 2 contains 152612 members 
Entering Unmasked Estep 
Score: -34496692.000000 Penalty: 6223.076660
	Iteration 3Q: 3 clusters Score -3.449669e+07 nChanged 8373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121514 members 
Mstep: Class 2 contains 159603 members 
Entering Unmasked Estep 
Score: -34499572.000000 Penalty: 6223.076660
	Iteration 4Q: 3 clusters Score -3.449957e+07 nChanged 11379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110817 members 
Mstep: Class 2 contains 170300 members 
Entering Unmasked Estep 
Score: -34503992.000000 Penalty: 6223.076660
	Iteration 5Q: 3 clusters Score -3.450399e+07 nChanged 16190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94919 members 
Mstep: Class 2 contains 186198 members 
Entering Unmasked Estep 
Score: -34511604.000000 Penalty: 6223.076660
	Iteration 6F: 3 clusters Score -3.45116e+07 nChanged 21577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73612 members 
Mstep: Class 2 contains 207505 members 
Entering Unmasked Estep 
Score: -34523956.000000 Penalty: 6223.076660
	Iteration 7F: 3 clusters Score -3.452396e+07 nChanged 23945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49841 members 
Mstep: Class 2 contains 231276 members 
Entering Unmasked Estep 
Score: -34539368.000000 Penalty: 6223.076660
	Iteration 8F: 3 clusters Score -3.453937e+07 nChanged 20483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 251685 members 
Entering Unmasked Estep 
Score: -34554296.000000 Penalty: 6223.076660
	Iteration 9F: 3 clusters Score -3.45543e+07 nChanged 13878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 265529 members 
Entering Unmasked Estep 
Score: -34565656.000000 Penalty: 6223.076660
	Iteration 10Q: 3 clusters Score -3.456566e+07 nChanged 7819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 273328 members 
Entering Unmasked Estep 
Score: -34572720.000000 Penalty: 6223.076660
	Iteration 11Q: 3 clusters Score -3.457272e+07 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 277207 members 
Entering Unmasked Estep 
Score: -34576632.000000 Penalty: 6223.076660
	Iteration 12Q: 3 clusters Score -3.457663e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 278942 members 
Entering Unmasked Estep 
Score: -34578260.000000 Penalty: 6223.076660
	Iteration 13Q: 3 clusters Score -3.457826e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 279717 members 
Entering Unmasked Estep 
Score: -34579228.000000 Penalty: 6223.076660
	Iteration 14Q: 3 clusters Score -3.457923e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 280092 members 
Entering Unmasked Estep 
Score: -34579800.000000 Penalty: 6223.076660
	Iteration 15Q: 3 clusters Score -3.45798e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 280262 members 
Entering Unmasked Estep 
Score: -34579980.000000 Penalty: 6223.076660
	Iteration 16Q: 3 clusters Score -3.457998e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 280368 members 
Entering Unmasked Estep 
Score: -34580144.000000 Penalty: 6223.076660
	Iteration 17Q: 3 clusters Score -3.458014e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 280426 members 
Entering Unmasked Estep 
Score: -34580288.000000 Penalty: 6223.076660
	Iteration 18Q: 3 clusters Score -3.458029e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 280465 members 
Entering Unmasked Estep 
Score: -34580352.000000 Penalty: 6223.076660
	Iteration 19Q: 3 clusters Score -3.458035e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 280492 members 
Entering Unmasked Estep 
Score: -34580408.000000 Penalty: 6223.076660
	Iteration 20F: 3 clusters Score -3.458041e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 280509 members 
Entering Unmasked Estep 
Score: -34580384.000000 Penalty: 6223.076660
	Iteration 21Q: 3 clusters Score -3.458038e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 280518 members 
Entering Unmasked Estep 
Score: -34580436.000000 Penalty: 6223.076660
	Iteration 22Q: 3 clusters Score -3.458044e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 280532 members 
Entering Unmasked Estep 
Score: -34580476.000000 Penalty: 6223.076660
	Iteration 23Q: 3 clusters Score -3.458048e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 280547 members 
Entering Unmasked Estep 
Score: -34580488.000000 Penalty: 6223.076660
	Iteration 24Q: 3 clusters Score -3.458049e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 280549 members 
Entering Unmasked Estep 
Score: -34580480.000000 Penalty: 6223.076660
	Iteration 25Q: 3 clusters Score -3.458048e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 280550 members 
Entering Unmasked Estep 
Score: -34580488.000000 Penalty: 6223.076660
	Iteration 26Q: 3 clusters Score -3.458049e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 280551 members 
Entering Unmasked Estep 
Score: -34580520.000000 Penalty: 6223.076660
	Iteration 27Q: 3 clusters Score -3.458052e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 280555 members 
Entering Unmasked Estep 
Score: -34580528.000000 Penalty: 6223.076660
	Iteration 28Q: 3 clusters Score -3.458053e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 280563 members 
Entering Unmasked Estep 
Score: -34580552.000000 Penalty: 6223.076660
	Iteration 29Q: 3 clusters Score -3.458055e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 280571 members 
Entering Unmasked Estep 
Score: -34580544.000000 Penalty: 6223.076660
	Iteration 30Q: 3 clusters Score -3.458054e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 280578 members 
Entering Unmasked Estep 
Score: -34580564.000000 Penalty: 6223.076660
	Iteration 31Q: 3 clusters Score -3.458056e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 280583 members 
Entering Unmasked Estep 
Score: -34580564.000000 Penalty: 6223.076660
	Iteration 32Q: 3 clusters Score -3.458056e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 280591 members 
Entering Unmasked Estep 
Score: -34580576.000000 Penalty: 6223.076660
	Iteration 33Q: 3 clusters Score -3.458058e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 280595 members 
Entering Unmasked Estep 
Score: -34580588.000000 Penalty: 6223.076660
	Iteration 34Q: 3 clusters Score -3.458059e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 280599 members 
Entering Unmasked Estep 
Score: -34580592.000000 Penalty: 6223.076660
	Iteration 35Q: 3 clusters Score -3.458059e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 280601 members 
Entering Unmasked Estep 
Score: -34580596.000000 Penalty: 6223.076660
	Iteration 36Q: 3 clusters Score -3.45806e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 280601 members 
Entering Unmasked Estep 
Score: -34580608.000000 Penalty: 6223.076660
	Iteration 37Q: 3 clusters Score -3.458061e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 280601 members 
Entering Unmasked Estep 
Score: -34580608.000000 Penalty: 6223.076660
	Iteration 38Q: 3 clusters Score -3.458061e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 280603 members 
Entering Unmasked Estep 
Score: -34580608.000000 Penalty: 6223.076660
	Iteration 39Q: 3 clusters Score -3.458061e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 280607 members 
Entering Unmasked Estep 
Score: -34580604.000000 Penalty: 6223.076660
	Iteration 40F: 3 clusters Score -3.45806e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 280607 members 
Entering Unmasked Estep 
Score: -34580616.000000 Penalty: 6223.076660
	Iteration 41Q: 3 clusters Score -3.458062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 280607 members 
Entering Unmasked Estep 
Score: -34580620.000000 Penalty: 6223.076660
	Iteration 42Q: 3 clusters Score -3.458062e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 280607 members 
Entering Unmasked Estep 
Score: -34580620.000000 Penalty: 6223.076660
	Iteration 43F: 3 clusters Score -3.458062e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (41317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41317 members 
Entering Unmasked Estep 
Score: -5002853.500000 Penalty: 2635.999268
	Iteration 0F: 2 clusters Score -5002854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -4974772.500000 Penalty: 5271.998535
	Iteration 0F: 3 clusters Score -4974772 nChanged 18997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -4985549.500000 Penalty: 5271.998535
	Iteration 1F: 3 clusters Score -4985550 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -4986356.000000 Penalty: 5271.998535
	Iteration 2Q: 3 clusters Score -4986356 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -4987285.000000 Penalty: 5271.998535
	Iteration 3Q: 3 clusters Score -4987285 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -4988377.000000 Penalty: 5271.998535
	Iteration 4Q: 3 clusters Score -4988377 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -4989770.500000 Penalty: 5271.998535
	Iteration 5F: 3 clusters Score -4989770 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -4991464.000000 Penalty: 5271.998535
	Iteration 6F: 3 clusters Score -4991464 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -4993242.500000 Penalty: 5271.998535
	Iteration 7F: 3 clusters Score -4993242 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -4994803.500000 Penalty: 5271.998535
	Iteration 8F: 3 clusters Score -4994804 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
Score: -4996104.500000 Penalty: 5271.998535
	Iteration 9F: 3 clusters Score -4996104 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -4997088.000000 Penalty: 5271.998535
	Iteration 10Q: 3 clusters Score -4997088 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -4997893.500000 Penalty: 5271.998535
	Iteration 11Q: 3 clusters Score -4997894 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 29271 members 
Entering Unmasked Estep 
Score: -4998477.000000 Penalty: 5271.998535
	Iteration 12Q: 3 clusters Score -4998477 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -4998916.500000 Penalty: 5271.998535
	Iteration 13Q: 3 clusters Score -4998916 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 31099 members 
Entering Unmasked Estep 
Score: -4999219.500000 Penalty: 5271.998535
	Iteration 14Q: 3 clusters Score -4999220 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -4999568.000000 Penalty: 5271.998535
	Iteration 15Q: 3 clusters Score -4999568 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 32715 members 
Entering Unmasked Estep 
Score: -4999882.000000 Penalty: 5271.998535
	Iteration 16Q: 3 clusters Score -4999882 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 33492 members 
Entering Unmasked Estep 
Score: -5000153.000000 Penalty: 5271.998535
	Iteration 17Q: 3 clusters Score -5000153 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 34208 members 
Entering Unmasked Estep 
Score: -5000422.000000 Penalty: 5271.998535
	Iteration 18Q: 3 clusters Score -5000422 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -5000637.500000 Penalty: 5271.998535
	Iteration 19Q: 3 clusters Score -5000638 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 35330 members 
Entering Unmasked Estep 
Score: -5000847.000000 Penalty: 5271.998535
	Iteration 20F: 3 clusters Score -5000847 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 35842 members 
Entering Unmasked Estep 
Score: -5001063.500000 Penalty: 5271.998535
	Iteration 21Q: 3 clusters Score -5001064 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 36302 members 
Entering Unmasked Estep 
Score: -5001283.000000 Penalty: 5271.998535
	Iteration 22Q: 3 clusters Score -5001283 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 36691 members 
Entering Unmasked Estep 
Score: -5001478.500000 Penalty: 5271.998535
	Iteration 23Q: 3 clusters Score -5001478 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 37007 members 
Entering Unmasked Estep 
Score: -5001657.500000 Penalty: 5271.998535
	Iteration 24Q: 3 clusters Score -5001658 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 37274 members 
Entering Unmasked Estep 
Score: -5001808.000000 Penalty: 5271.998535
	Iteration 25Q: 3 clusters Score -5001808 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 37516 members 
Entering Unmasked Estep 
Score: -5001964.500000 Penalty: 5271.998535
	Iteration 26Q: 3 clusters Score -5001964 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 37712 members 
Entering Unmasked Estep 
Score: -5002074.000000 Penalty: 5271.998535
	Iteration 27Q: 3 clusters Score -5002074 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 37877 members 
Entering Unmasked Estep 
Score: -5002166.500000 Penalty: 5271.998535
	Iteration 28Q: 3 clusters Score -5002166 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 38032 members 
Entering Unmasked Estep 
Score: -5002259.000000 Penalty: 5271.998535
	Iteration 29Q: 3 clusters Score -5002259 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 38184 members 
Entering Unmasked Estep 
Score: -5002343.000000 Penalty: 5271.998535
	Iteration 30Q: 3 clusters Score -5002343 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 38328 members 
Entering Unmasked Estep 
Score: -5002422.000000 Penalty: 5271.998535
	Iteration 31Q: 3 clusters Score -5002422 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 38436 members 
Entering Unmasked Estep 
Score: -5002484.500000 Penalty: 5271.998535
	Iteration 32Q: 3 clusters Score -5002484 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 38513 members 
Entering Unmasked Estep 
Score: -5002510.500000 Penalty: 5271.998535
	Iteration 33Q: 3 clusters Score -5002510 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 38571 members 
Entering Unmasked Estep 
Score: -5002520.500000 Penalty: 5271.998535
	Iteration 34Q: 3 clusters Score -5002520 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 38617 members 
Entering Unmasked Estep 
Score: -5002531.000000 Penalty: 5271.998535
	Iteration 35Q: 3 clusters Score -5002531 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 38652 members 
Entering Unmasked Estep 
Score: -5002544.500000 Penalty: 5271.998535
	Iteration 36Q: 3 clusters Score -5002544 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 38670 members 
Entering Unmasked Estep 
Score: -5002548.500000 Penalty: 5271.998535
	Iteration 37Q: 3 clusters Score -5002548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -5002543.000000 Penalty: 5271.998535
	Iteration 38Q: 3 clusters Score -5002543 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 38699 members 
Entering Unmasked Estep 
Score: -5002549.500000 Penalty: 5271.998535
	Iteration 39Q: 3 clusters Score -5002550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
Score: -5002557.000000 Penalty: 5271.998535
	Iteration 40F: 3 clusters Score -5002557 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 38727 members 
Entering Unmasked Estep 
Score: -5002562.000000 Penalty: 5271.998535
	Iteration 41Q: 3 clusters Score -5002562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 38742 members 
Entering Unmasked Estep 
Score: -5002565.500000 Penalty: 5271.998535
	Iteration 42Q: 3 clusters Score -5002566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 38753 members 
Entering Unmasked Estep 
Score: -5002569.000000 Penalty: 5271.998535
	Iteration 43Q: 3 clusters Score -5002569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 38765 members 
Entering Unmasked Estep 
Score: -5002575.500000 Penalty: 5271.998535
	Iteration 44Q: 3 clusters Score -5002576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 38767 members 
Entering Unmasked Estep 
Score: -5002580.000000 Penalty: 5271.998535
	Iteration 45Q: 3 clusters Score -5002580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 38773 members 
Entering Unmasked Estep 
Score: -5002577.000000 Penalty: 5271.998535
	Iteration 46Q: 3 clusters Score -5002577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 38779 members 
Entering Unmasked Estep 
Score: -5002576.000000 Penalty: 5271.998535
	Iteration 47Q: 3 clusters Score -5002576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 38780 members 
Entering Unmasked Estep 
Score: -5002576.000000 Penalty: 5271.998535
	Iteration 48Q: 3 clusters Score -5002576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 38781 members 
Entering Unmasked Estep 
Score: -5002580.000000 Penalty: 5271.998535
	Iteration 49Q: 3 clusters Score -5002580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 38781 members 
Entering Unmasked Estep 
Score: -5002580.000000 Penalty: 5271.998535
	Iteration 50F: 3 clusters Score -5002580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Entering Unmasked Estep 
Score: -109404.750000 Penalty: 1711.630859
	Iteration 0F: 2 clusters Score -109404.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -107481.554688 Penalty: 3423.261719
	Iteration 0F: 3 clusters Score -107481.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -107831.992188 Penalty: 3423.261719
	Iteration 1F: 3 clusters Score -107832 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -107982.328125 Penalty: 3423.261719
	Iteration 2F: 3 clusters Score -107982.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -108236.492188 Penalty: 3423.261719
	Iteration 3F: 3 clusters Score -108236.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -108505.656250 Penalty: 3423.261719
	Iteration 4F: 3 clusters Score -108505.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -108664.773438 Penalty: 3423.261719
	Iteration 5F: 3 clusters Score -108664.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -108780.265625 Penalty: 3423.261719
	Iteration 6F: 3 clusters Score -108780.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -108860.656250 Penalty: 3423.261719
	Iteration 7Q: 3 clusters Score -108860.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -108905.421875 Penalty: 3423.261719
	Iteration 8Q: 3 clusters Score -108905.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -108930.843750 Penalty: 3423.261719
	Iteration 9Q: 3 clusters Score -108930.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -108958.156250 Penalty: 3423.261719
	Iteration 10Q: 3 clusters Score -108958.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -108986.570312 Penalty: 3423.261719
	Iteration 11Q: 3 clusters Score -108986.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -109007.328125 Penalty: 3423.261719
	Iteration 12Q: 3 clusters Score -109007.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -109037.867188 Penalty: 3423.261719
	Iteration 13Q: 3 clusters Score -109037.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -109078.734375 Penalty: 3423.261719
	Iteration 14Q: 3 clusters Score -109078.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -109141.976562 Penalty: 3423.261719
	Iteration 15Q: 3 clusters Score -109142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -109248.585938 Penalty: 3423.261719
	Iteration 16Q: 3 clusters Score -109248.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -109390.570312 Penalty: 3423.261719
	Iteration 17Q: 3 clusters Score -109390.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -109425.343750 Penalty: 3423.261719
	Iteration 18Q: 3 clusters Score -109425.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -109428.390625 Penalty: 3423.261719
	Iteration 19Q: 3 clusters Score -109428.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -109431.195312 Penalty: 3423.261719
	Iteration 20F: 3 clusters Score -109431.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -109433.359375 Penalty: 3423.261719
	Iteration 21Q: 3 clusters Score -109433.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -109433.828125 Penalty: 3423.261719
	Iteration 22Q: 3 clusters Score -109433.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -109433.828125 Penalty: 3423.261719
	Iteration 23F: 3 clusters Score -109433.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58625 members 
Mstep: Class 2 contains 150321 members 
Mstep: Class 3 contains 7354 members 
Mstep: Class 4 contains 181377 members 
Mstep: Class 5 contains 11375 members 
Mstep: Class 6 contains 518 members 
Mstep: Class 7 contains 31525 members 
Mstep: Class 8 contains 26997 members 
Mstep: Class 9 contains 196606 members 
Mstep: Class 10 contains 6885 members 
Mstep: Class 11 contains 38426 members 
Mstep: Class 12 contains 8994 members 
Mstep: Class 13 contains 10614 members 
Mstep: Class 14 contains 8040 members 
Mstep: Class 15 contains 8405 members 
Mstep: Class 16 contains 10545 members 
Mstep: Class 17 contains 69608 members 
Mstep: Class 18 contains 636 members 
Mstep: Class 19 contains 12381 members 
Mstep: Class 20 contains 2953 members 
Mstep: Class 21 contains 281117 members 
Mstep: Class 22 contains 41317 members 
Mstep: Class 23 contains 358 members 
Mstep: Class 24 contains 282533 members 
Mstep: Class 25 contains 16020 members 
Mstep: Class 26 contains 21892 members 
Mstep: Class 27 contains 16558 members 
Mstep: Class 28 contains 10559 members 
Mstep: Class 29 contains 6422 members 
Mstep: Class 30 contains 37995 members 
Mstep: Class 31 contains 2919 members 
Mstep: Class 32 contains 10107 members 
Mstep: Class 33 contains 8067 members 
Mstep: Class 34 contains 221590 members 
Mstep: Class 35 contains 84639 members 
Mstep: Class 36 contains 10560 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 11018 members 
Mstep: Class 39 contains 82978 members 
Mstep: Class 40 contains 664 members 
Entering Unmasked Estep 
Score: -235464528.000000 Penalty: 143876.984375
Splitting cluster 23 changes total score from -235466704.000000 to -235464528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (282533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282533 members 
Entering Unmasked Estep 
Score: -34434980.000000 Penalty: 3112.784668
	Iteration 0F: 2 clusters Score -3.443498e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141298 members 
Mstep: Class 2 contains 141235 members 
Entering Unmasked Estep 
Score: -34267280.000000 Penalty: 6225.569336
	Iteration 0F: 3 clusters Score -3.426728e+07 nChanged 137153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140537 members 
Mstep: Class 2 contains 141996 members 
Entering Unmasked Estep 
Score: -34349188.000000 Penalty: 6225.569336
	Iteration 1F: 3 clusters Score -3.434919e+07 nChanged 7257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140054 members 
Mstep: Class 2 contains 142479 members 
Entering Unmasked Estep 
Score: -34350288.000000 Penalty: 6225.569336
	Iteration 2Q: 3 clusters Score -3.435029e+07 nChanged 7577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139173 members 
Mstep: Class 2 contains 143360 members 
Entering Unmasked Estep 
Score: -34351840.000000 Penalty: 6225.569336
	Iteration 3Q: 3 clusters Score -3.435184e+07 nChanged 8172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137785 members 
Mstep: Class 2 contains 144748 members 
Entering Unmasked Estep 
Score: -34353396.000000 Penalty: 6225.569336
	Iteration 4Q: 3 clusters Score -3.43534e+07 nChanged 8850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135473 members 
Mstep: Class 2 contains 147060 members 
Entering Unmasked Estep 
Score: -34355324.000000 Penalty: 6225.569336
	Iteration 5Q: 3 clusters Score -3.435532e+07 nChanged 9609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131816 members 
Mstep: Class 2 contains 150717 members 
Entering Unmasked Estep 
Score: -34357540.000000 Penalty: 6225.569336
	Iteration 6Q: 3 clusters Score -3.435754e+07 nChanged 10548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126422 members 
Mstep: Class 2 contains 156111 members 
Entering Unmasked Estep 
Score: -34360464.000000 Penalty: 6225.569336
	Iteration 7Q: 3 clusters Score -3.436046e+07 nChanged 11908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118512 members 
Mstep: Class 2 contains 164021 members 
Entering Unmasked Estep 
Score: -34364456.000000 Penalty: 6225.569336
	Iteration 8Q: 3 clusters Score -3.436446e+07 nChanged 13734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107406 members 
Mstep: Class 2 contains 175127 members 
Entering Unmasked Estep 
Score: -34370308.000000 Penalty: 6225.569336
	Iteration 9Q: 3 clusters Score -3.437031e+07 nChanged 16729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91891 members 
Mstep: Class 2 contains 190642 members 
Entering Unmasked Estep 
Score: -34378628.000000 Penalty: 6225.569336
	Iteration 10F: 3 clusters Score -3.437863e+07 nChanged 20550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71831 members 
Mstep: Class 2 contains 210702 members 
Entering Unmasked Estep 
Score: -34389212.000000 Penalty: 6225.569336
	Iteration 11F: 3 clusters Score -3.438921e+07 nChanged 22232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49793 members 
Mstep: Class 2 contains 232740 members 
Entering Unmasked Estep 
Score: -34401620.000000 Penalty: 6225.569336
	Iteration 12F: 3 clusters Score -3.440162e+07 nChanged 19509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30332 members 
Mstep: Class 2 contains 252201 members 
Entering Unmasked Estep 
Score: -34413032.000000 Penalty: 6225.569336
	Iteration 13F: 3 clusters Score -3.441303e+07 nChanged 14006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 266201 members 
Entering Unmasked Estep 
Score: -34421696.000000 Penalty: 6225.569336
	Iteration 14Q: 3 clusters Score -3.44217e+07 nChanged 8374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 274573 members 
Entering Unmasked Estep 
Score: -34427244.000000 Penalty: 6225.569336
	Iteration 15Q: 3 clusters Score -3.442724e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 278899 members 
Entering Unmasked Estep 
Score: -34429936.000000 Penalty: 6225.569336
	Iteration 16Q: 3 clusters Score -3.442994e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 280811 members 
Entering Unmasked Estep 
Score: -34431292.000000 Penalty: 6225.569336
	Iteration 17Q: 3 clusters Score -3.443129e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 281533 members 
Entering Unmasked Estep 
Score: -34431812.000000 Penalty: 6225.569336
	Iteration 18Q: 3 clusters Score -3.443181e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 281828 members 
Entering Unmasked Estep 
Score: -34432116.000000 Penalty: 6225.569336
	Iteration 19Q: 3 clusters Score -3.443212e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 281942 members 
Entering Unmasked Estep 
Score: -34432292.000000 Penalty: 6225.569336
	Iteration 20F: 3 clusters Score -3.443229e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 281993 members 
Entering Unmasked Estep 
Score: -34432352.000000 Penalty: 6225.569336
	Iteration 21Q: 3 clusters Score -3.443235e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 282016 members 
Entering Unmasked Estep 
Score: -34432384.000000 Penalty: 6225.569336
	Iteration 22Q: 3 clusters Score -3.443238e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 282040 members 
Entering Unmasked Estep 
Score: -34432436.000000 Penalty: 6225.569336
	Iteration 23Q: 3 clusters Score -3.443244e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 282056 members 
Entering Unmasked Estep 
Score: -34432476.000000 Penalty: 6225.569336
	Iteration 24Q: 3 clusters Score -3.443248e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 282080 members 
Entering Unmasked Estep 
Score: -34432500.000000 Penalty: 6225.569336
	Iteration 25Q: 3 clusters Score -3.44325e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 282088 members 
Entering Unmasked Estep 
Score: -34432516.000000 Penalty: 6225.569336
	Iteration 26Q: 3 clusters Score -3.443252e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 282091 members 
Entering Unmasked Estep 
Score: -34432508.000000 Penalty: 6225.569336
	Iteration 27Q: 3 clusters Score -3.443251e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 282092 members 
Entering Unmasked Estep 
Score: -34432536.000000 Penalty: 6225.569336
	Iteration 28Q: 3 clusters Score -3.443254e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 282091 members 
Entering Unmasked Estep 
Score: -34432552.000000 Penalty: 6225.569336
	Iteration 29Q: 3 clusters Score -3.443255e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 282091 members 
Entering Unmasked Estep 
Score: -34432548.000000 Penalty: 6225.569336
	Iteration 30Q: 3 clusters Score -3.443255e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 282093 members 
Entering Unmasked Estep 
Score: -34432540.000000 Penalty: 6225.569336
	Iteration 31Q: 3 clusters Score -3.443254e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 282092 members 
Entering Unmasked Estep 
Score: -34432556.000000 Penalty: 6225.569336
	Iteration 32Q: 3 clusters Score -3.443256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 282094 members 
Entering Unmasked Estep 
Score: -34432564.000000 Penalty: 6225.569336
	Iteration 33Q: 3 clusters Score -3.443256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 282096 members 
Entering Unmasked Estep 
Score: -34432556.000000 Penalty: 6225.569336
	Iteration 34Q: 3 clusters Score -3.443256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 282095 members 
Entering Unmasked Estep 
Score: -34432556.000000 Penalty: 6225.569336
	Iteration 35Q: 3 clusters Score -3.443256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 282095 members 
Entering Unmasked Estep 
Score: -34432564.000000 Penalty: 6225.569336
	Iteration 36Q: 3 clusters Score -3.443256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 282097 members 
Entering Unmasked Estep 
Score: -34432564.000000 Penalty: 6225.569336
	Iteration 37Q: 3 clusters Score -3.443256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 282099 members 
Entering Unmasked Estep 
Score: -34432588.000000 Penalty: 6225.569336
	Iteration 38Q: 3 clusters Score -3.443259e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 282098 members 
Entering Unmasked Estep 
Score: -34432576.000000 Penalty: 6225.569336
	Iteration 39Q: 3 clusters Score -3.443258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 282098 members 
Entering Unmasked Estep 
Score: -34432576.000000 Penalty: 6225.569336
	Iteration 40F: 3 clusters Score -3.443258e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (16020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Entering Unmasked Estep 
Score: -1924875.750000 Penalty: 2401.035156
	Iteration 0F: 2 clusters Score -1924876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1913373.875000 Penalty: 4802.070312
	Iteration 0F: 3 clusters Score -1913374 nChanged 7022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1917163.625000 Penalty: 4802.070312
	Iteration 1F: 3 clusters Score -1917164 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1917551.375000 Penalty: 4802.070312
	Iteration 2F: 3 clusters Score -1917551 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1917914.750000 Penalty: 4802.070312
	Iteration 3F: 3 clusters Score -1917915 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1918293.625000 Penalty: 4802.070312
	Iteration 4Q: 3 clusters Score -1918294 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1918730.375000 Penalty: 4802.070312
	Iteration 5F: 3 clusters Score -1918730 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1919258.875000 Penalty: 4802.070312
	Iteration 6F: 3 clusters Score -1919259 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1919853.250000 Penalty: 4802.070312
	Iteration 7F: 3 clusters Score -1919853 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1920494.500000 Penalty: 4802.070312
	Iteration 8F: 3 clusters Score -1920494 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -1921149.375000 Penalty: 4802.070312
	Iteration 9F: 3 clusters Score -1921149 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -1921766.875000 Penalty: 4802.070312
	Iteration 10Q: 3 clusters Score -1921767 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -1922287.250000 Penalty: 4802.070312
	Iteration 11Q: 3 clusters Score -1922287 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -1922710.000000 Penalty: 4802.070312
	Iteration 12Q: 3 clusters Score -1922710 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -1922988.750000 Penalty: 4802.070312
	Iteration 13Q: 3 clusters Score -1922989 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -1923117.875000 Penalty: 4802.070312
	Iteration 14Q: 3 clusters Score -1923118 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -1923190.125000 Penalty: 4802.070312
	Iteration 15Q: 3 clusters Score -1923190 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -1923214.125000 Penalty: 4802.070312
	Iteration 16Q: 3 clusters Score -1923214 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -1923238.125000 Penalty: 4802.070312
	Iteration 17Q: 3 clusters Score -1923238 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -1923247.750000 Penalty: 4802.070312
	Iteration 18Q: 3 clusters Score -1923248 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -1923253.625000 Penalty: 4802.070312
	Iteration 19Q: 3 clusters Score -1923254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -1923253.875000 Penalty: 4802.070312
	Iteration 20F: 3 clusters Score -1923254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -1923258.250000 Penalty: 4802.070312
	Iteration 21Q: 3 clusters Score -1923258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -1923255.750000 Penalty: 4802.070312
	Iteration 22Q: 3 clusters Score -1923256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -1923255.000000 Penalty: 4802.070312
	Iteration 23Q: 3 clusters Score -1923255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -1923255.000000 Penalty: 4802.070312
	Iteration 24F: 3 clusters Score -1923255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (21892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Entering Unmasked Estep 
Score: -2573485.000000 Penalty: 2478.481445
	Iteration 0F: 2 clusters Score -2573485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -2558222.000000 Penalty: 4956.962891
	Iteration 0F: 3 clusters Score -2558222 nChanged 9694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -2563451.000000 Penalty: 4956.962891
	Iteration 1F: 3 clusters Score -2563451 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -2564022.000000 Penalty: 4956.962891
	Iteration 2F: 3 clusters Score -2564022 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -2564689.000000 Penalty: 4956.962891
	Iteration 3F: 3 clusters Score -2564689 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -2565481.250000 Penalty: 4956.962891
	Iteration 4F: 3 clusters Score -2565481 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -2566350.750000 Penalty: 4956.962891
	Iteration 5F: 3 clusters Score -2566351 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -2567303.750000 Penalty: 4956.962891
	Iteration 6F: 3 clusters Score -2567304 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -2568141.750000 Penalty: 4956.962891
	Iteration 7F: 3 clusters Score -2568142 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -2568792.750000 Penalty: 4956.962891
	Iteration 8Q: 3 clusters Score -2568793 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -2569334.250000 Penalty: 4956.962891
	Iteration 9Q: 3 clusters Score -2569334 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -2569892.000000 Penalty: 4956.962891
	Iteration 10Q: 3 clusters Score -2569892 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -2570463.250000 Penalty: 4956.962891
	Iteration 11Q: 3 clusters Score -2570463 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2570848.000000 Penalty: 4956.962891
	Iteration 12Q: 3 clusters Score -2570848 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -2571062.000000 Penalty: 4956.962891
	Iteration 13Q: 3 clusters Score -2571062 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2571218.500000 Penalty: 4956.962891
	Iteration 14Q: 3 clusters Score -2571218 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -2571337.500000 Penalty: 4956.962891
	Iteration 15Q: 3 clusters Score -2571338 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2571407.000000 Penalty: 4956.962891
	Iteration 16Q: 3 clusters Score -2571407 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2571462.750000 Penalty: 4956.962891
	Iteration 17Q: 3 clusters Score -2571463 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2571499.000000 Penalty: 4956.962891
	Iteration 18Q: 3 clusters Score -2571499 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2571522.750000 Penalty: 4956.962891
	Iteration 19Q: 3 clusters Score -2571523 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2571535.750000 Penalty: 4956.962891
	Iteration 20F: 3 clusters Score -2571536 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2571557.000000 Penalty: 4956.962891
	Iteration 21Q: 3 clusters Score -2571557 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2571573.000000 Penalty: 4956.962891
	Iteration 22Q: 3 clusters Score -2571573 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2571584.500000 Penalty: 4956.962891
	Iteration 23Q: 3 clusters Score -2571584 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2571596.000000 Penalty: 4956.962891
	Iteration 24Q: 3 clusters Score -2571596 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2571603.500000 Penalty: 4956.962891
	Iteration 25Q: 3 clusters Score -2571604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2571603.250000 Penalty: 4956.962891
	Iteration 26Q: 3 clusters Score -2571603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2571600.750000 Penalty: 4956.962891
	Iteration 27Q: 3 clusters Score -2571601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2571602.750000 Penalty: 4956.962891
	Iteration 28Q: 3 clusters Score -2571603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2571602.500000 Penalty: 4956.962891
	Iteration 29Q: 3 clusters Score -2571602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2571597.750000 Penalty: 4956.962891
	Iteration 30Q: 3 clusters Score -2571598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2571600.250000 Penalty: 4956.962891
	Iteration 31Q: 3 clusters Score -2571600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2571600.250000 Penalty: 4956.962891
	Iteration 32Q: 3 clusters Score -2571600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2571599.500000 Penalty: 4956.962891
	Iteration 33Q: 3 clusters Score -2571600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2571603.750000 Penalty: 4956.962891
	Iteration 34Q: 3 clusters Score -2571604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2571605.250000 Penalty: 4956.962891
	Iteration 35Q: 3 clusters Score -2571605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2571606.250000 Penalty: 4956.962891
	Iteration 36Q: 3 clusters Score -2571606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2571605.000000 Penalty: 4956.962891
	Iteration 37Q: 3 clusters Score -2571605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2571602.500000 Penalty: 4956.962891
	Iteration 38Q: 3 clusters Score -2571602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2571602.500000 Penalty: 4956.962891
	Iteration 39F: 3 clusters Score -2571602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Entering Unmasked Estep 
Score: -1955273.250000 Penalty: 2409.226807
	Iteration 0F: 2 clusters Score -1955273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1943382.500000 Penalty: 4818.453613
	Iteration 0F: 3 clusters Score -1943382 nChanged 7231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1947576.750000 Penalty: 4818.453613
	Iteration 1F: 3 clusters Score -1947577 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1948354.875000 Penalty: 4818.453613
	Iteration 2F: 3 clusters Score -1948355 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1949257.375000 Penalty: 4818.453613
	Iteration 3F: 3 clusters Score -1949257 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1950239.250000 Penalty: 4818.453613
	Iteration 4F: 3 clusters Score -1950239 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1951053.625000 Penalty: 4818.453613
	Iteration 5F: 3 clusters Score -1951054 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1951693.375000 Penalty: 4818.453613
	Iteration 6F: 3 clusters Score -1951693 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1952109.875000 Penalty: 4818.453613
	Iteration 7Q: 3 clusters Score -1952110 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1952372.000000 Penalty: 4818.453613
	Iteration 8Q: 3 clusters Score -1952372 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1952514.000000 Penalty: 4818.453613
	Iteration 9Q: 3 clusters Score -1952514 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1952600.500000 Penalty: 4818.453613
	Iteration 10Q: 3 clusters Score -1952600 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1952646.375000 Penalty: 4818.453613
	Iteration 11Q: 3 clusters Score -1952646 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1952676.250000 Penalty: 4818.453613
	Iteration 12Q: 3 clusters Score -1952676 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1952694.750000 Penalty: 4818.453613
	Iteration 13Q: 3 clusters Score -1952695 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1952710.250000 Penalty: 4818.453613
	Iteration 14Q: 3 clusters Score -1952710 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1952713.375000 Penalty: 4818.453613
	Iteration 15Q: 3 clusters Score -1952713 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1952725.375000 Penalty: 4818.453613
	Iteration 16Q: 3 clusters Score -1952725 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1952723.750000 Penalty: 4818.453613
	Iteration 17Q: 3 clusters Score -1952724 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1952732.500000 Penalty: 4818.453613
	Iteration 18Q: 3 clusters Score -1952732 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1952737.000000 Penalty: 4818.453613
	Iteration 19Q: 3 clusters Score -1952737 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1952745.625000 Penalty: 4818.453613
	Iteration 20F: 3 clusters Score -1952746 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1952746.250000 Penalty: 4818.453613
	Iteration 21Q: 3 clusters Score -1952746 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1952746.625000 Penalty: 4818.453613
	Iteration 22Q: 3 clusters Score -1952747 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1952749.750000 Penalty: 4818.453613
	Iteration 23Q: 3 clusters Score -1952750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1952746.750000 Penalty: 4818.453613
	Iteration 24Q: 3 clusters Score -1952747 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1952746.875000 Penalty: 4818.453613
	Iteration 25Q: 3 clusters Score -1952747 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1952748.625000 Penalty: 4818.453613
	Iteration 26Q: 3 clusters Score -1952749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1952751.000000 Penalty: 4818.453613
	Iteration 27Q: 3 clusters Score -1952751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1952751.250000 Penalty: 4818.453613
	Iteration 28Q: 3 clusters Score -1952751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1952753.500000 Penalty: 4818.453613
	Iteration 29Q: 3 clusters Score -1952754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1952754.750000 Penalty: 4818.453613
	Iteration 30Q: 3 clusters Score -1952755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1952757.375000 Penalty: 4818.453613
	Iteration 31Q: 3 clusters Score -1952757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1952756.500000 Penalty: 4818.453613
	Iteration 32Q: 3 clusters Score -1952756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1952753.875000 Penalty: 4818.453613
	Iteration 33Q: 3 clusters Score -1952754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1952752.625000 Penalty: 4818.453613
	Iteration 34Q: 3 clusters Score -1952753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1952759.250000 Penalty: 4818.453613
	Iteration 35Q: 3 clusters Score -1952759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1952760.125000 Penalty: 4818.453613
	Iteration 36Q: 3 clusters Score -1952760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1952760.125000 Penalty: 4818.453613
	Iteration 37F: 3 clusters Score -1952760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Entering Unmasked Estep 
Score: -1221785.500000 Penalty: 2297.654053
	Iteration 0F: 2 clusters Score -1221786 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 5215 members 
Entering Unmasked Estep 
Score: -1213766.375000 Penalty: 4595.308105
	Iteration 0F: 3 clusters Score -1213766 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1216231.000000 Penalty: 4595.308105
	Iteration 1F: 3 clusters Score -1216231 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1216584.250000 Penalty: 4595.308105
	Iteration 2F: 3 clusters Score -1216584 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1216840.000000 Penalty: 4595.308105
	Iteration 3F: 3 clusters Score -1216840 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1217081.375000 Penalty: 4595.308105
	Iteration 4Q: 3 clusters Score -1217081 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1217332.125000 Penalty: 4595.308105
	Iteration 5Q: 3 clusters Score -1217332 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1217650.875000 Penalty: 4595.308105
	Iteration 6Q: 3 clusters Score -1217651 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1218023.375000 Penalty: 4595.308105
	Iteration 7Q: 3 clusters Score -1218023 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1218422.750000 Penalty: 4595.308105
	Iteration 8Q: 3 clusters Score -1218423 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1218823.000000 Penalty: 4595.308105
	Iteration 9Q: 3 clusters Score -1218823 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1219158.125000 Penalty: 4595.308105
	Iteration 10Q: 3 clusters Score -1219158 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1219442.875000 Penalty: 4595.308105
	Iteration 11Q: 3 clusters Score -1219443 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1219651.500000 Penalty: 4595.308105
	Iteration 12Q: 3 clusters Score -1219652 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1219795.875000 Penalty: 4595.308105
	Iteration 13Q: 3 clusters Score -1219796 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1219901.875000 Penalty: 4595.308105
	Iteration 14Q: 3 clusters Score -1219902 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1219976.250000 Penalty: 4595.308105
	Iteration 15Q: 3 clusters Score -1219976 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1220009.375000 Penalty: 4595.308105
	Iteration 16Q: 3 clusters Score -1220009 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1220029.750000 Penalty: 4595.308105
	Iteration 17Q: 3 clusters Score -1220030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1220041.250000 Penalty: 4595.308105
	Iteration 18Q: 3 clusters Score -1220041 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1220054.500000 Penalty: 4595.308105
	Iteration 19Q: 3 clusters Score -1220054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1220062.625000 Penalty: 4595.308105
	Iteration 20F: 3 clusters Score -1220063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1220076.125000 Penalty: 4595.308105
	Iteration 21Q: 3 clusters Score -1220076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1220082.500000 Penalty: 4595.308105
	Iteration 22Q: 3 clusters Score -1220082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1220088.375000 Penalty: 4595.308105
	Iteration 23Q: 3 clusters Score -1220088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1220092.125000 Penalty: 4595.308105
	Iteration 24Q: 3 clusters Score -1220092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1220097.250000 Penalty: 4595.308105
	Iteration 25Q: 3 clusters Score -1220097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1220100.375000 Penalty: 4595.308105
	Iteration 26Q: 3 clusters Score -1220100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1220101.250000 Penalty: 4595.308105
	Iteration 27Q: 3 clusters Score -1220101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1220102.375000 Penalty: 4595.308105
	Iteration 28Q: 3 clusters Score -1220102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1220103.500000 Penalty: 4595.308105
	Iteration 29Q: 3 clusters Score -1220104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1220103.375000 Penalty: 4595.308105
	Iteration 30Q: 3 clusters Score -1220103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1220104.500000 Penalty: 4595.308105
	Iteration 31Q: 3 clusters Score -1220104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1220105.125000 Penalty: 4595.308105
	Iteration 32Q: 3 clusters Score -1220105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1220105.125000 Penalty: 4595.308105
	Iteration 33F: 3 clusters Score -1220105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Entering Unmasked Estep 
Score: -717355.125000 Penalty: 2174.336182
	Iteration 0F: 2 clusters Score -717355.1 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 3309 members 
Entering Unmasked Estep 
Score: -711953.000000 Penalty: 4348.672363
	Iteration 0F: 3 clusters Score -711953 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -713501.312500 Penalty: 4348.672363
	Iteration 1F: 3 clusters Score -713501.3 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -713917.750000 Penalty: 4348.672363
	Iteration 2F: 3 clusters Score -713917.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -714257.875000 Penalty: 4348.672363
	Iteration 3F: 3 clusters Score -714257.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -714481.750000 Penalty: 4348.672363
	Iteration 4F: 3 clusters Score -714481.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -714634.125000 Penalty: 4348.672363
	Iteration 5Q: 3 clusters Score -714634.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -714773.812500 Penalty: 4348.672363
	Iteration 6Q: 3 clusters Score -714773.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -714881.062500 Penalty: 4348.672363
	Iteration 7Q: 3 clusters Score -714881.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -714955.562500 Penalty: 4348.672363
	Iteration 8Q: 3 clusters Score -714955.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -715012.625000 Penalty: 4348.672363
	Iteration 9Q: 3 clusters Score -715012.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -715063.062500 Penalty: 4348.672363
	Iteration 10Q: 3 clusters Score -715063.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -715106.687500 Penalty: 4348.672363
	Iteration 11Q: 3 clusters Score -715106.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -715144.250000 Penalty: 4348.672363
	Iteration 12Q: 3 clusters Score -715144.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -715178.687500 Penalty: 4348.672363
	Iteration 13Q: 3 clusters Score -715178.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -715207.000000 Penalty: 4348.672363
	Iteration 14Q: 3 clusters Score -715207 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -715235.312500 Penalty: 4348.672363
	Iteration 15Q: 3 clusters Score -715235.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -715262.250000 Penalty: 4348.672363
	Iteration 16Q: 3 clusters Score -715262.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -715279.312500 Penalty: 4348.672363
	Iteration 17Q: 3 clusters Score -715279.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -715298.250000 Penalty: 4348.672363
	Iteration 18Q: 3 clusters Score -715298.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -715311.687500 Penalty: 4348.672363
	Iteration 19Q: 3 clusters Score -715311.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -715323.312500 Penalty: 4348.672363
	Iteration 20F: 3 clusters Score -715323.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -715332.937500 Penalty: 4348.672363
	Iteration 21Q: 3 clusters Score -715332.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -715338.125000 Penalty: 4348.672363
	Iteration 22Q: 3 clusters Score -715338.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -715343.062500 Penalty: 4348.672363
	Iteration 23Q: 3 clusters Score -715343.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -715344.000000 Penalty: 4348.672363
	Iteration 24Q: 3 clusters Score -715344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -715350.187500 Penalty: 4348.672363
	Iteration 25Q: 3 clusters Score -715350.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -715356.312500 Penalty: 4348.672363
	Iteration 26Q: 3 clusters Score -715356.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -715363.375000 Penalty: 4348.672363
	Iteration 27Q: 3 clusters Score -715363.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -715369.500000 Penalty: 4348.672363
	Iteration 28Q: 3 clusters Score -715369.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -715372.562500 Penalty: 4348.672363
	Iteration 29Q: 3 clusters Score -715372.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -715379.812500 Penalty: 4348.672363
	Iteration 30Q: 3 clusters Score -715379.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -715382.625000 Penalty: 4348.672363
	Iteration 31Q: 3 clusters Score -715382.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -715385.812500 Penalty: 4348.672363
	Iteration 32Q: 3 clusters Score -715385.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -715388.437500 Penalty: 4348.672363
	Iteration 33Q: 3 clusters Score -715388.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -715390.250000 Penalty: 4348.672363
	Iteration 34Q: 3 clusters Score -715390.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -715397.562500 Penalty: 4348.672363
	Iteration 35Q: 3 clusters Score -715397.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -715402.562500 Penalty: 4348.672363
	Iteration 36Q: 3 clusters Score -715402.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -715407.250000 Penalty: 4348.672363
	Iteration 37Q: 3 clusters Score -715407.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -715408.937500 Penalty: 4348.672363
	Iteration 38Q: 3 clusters Score -715408.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -715411.375000 Penalty: 4348.672363
	Iteration 39Q: 3 clusters Score -715411.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -715412.125000 Penalty: 4348.672363
	Iteration 40F: 3 clusters Score -715412.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -715412.187500 Penalty: 4348.672363
	Iteration 41Q: 3 clusters Score -715412.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -715412.687500 Penalty: 4348.672363
	Iteration 42Q: 3 clusters Score -715412.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -715412.687500 Penalty: 4348.672363
	Iteration 43F: 3 clusters Score -715412.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (37995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37995 members 
Entering Unmasked Estep 
Score: -4267853.000000 Penalty: 2615.212158
	Iteration 0F: 2 clusters Score -4267853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -4242128.500000 Penalty: 5230.424316
	Iteration 0F: 3 clusters Score -4242128 nChanged 17424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -4252416 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -4253303.500000 Penalty: 5230.424316
	Iteration 2F: 3 clusters Score -4253304 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -4254212 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -4255077.500000 Penalty: 5230.424316
	Iteration 4Q: 3 clusters Score -4255078 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -4255914 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -4256594 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -4257230 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -4257873.500000 Penalty: 5230.424316
	Iteration 8Q: 3 clusters Score -4257874 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -4258547 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -4259385 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -4260323.500000 Penalty: 5230.424316
	Iteration 11Q: 3 clusters Score -4260324 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4261148 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4261827 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -4262242.000000 Penalty: 5230.424316
	Iteration 14Q: 3 clusters Score -4262242 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -4262472.500000 Penalty: 5230.424316
	Iteration 15Q: 3 clusters Score -4262472 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -4262589.000000 Penalty: 5230.424316
	Iteration 16Q: 3 clusters Score -4262589 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -4262684.000000 Penalty: 5230.424316
	Iteration 17Q: 3 clusters Score -4262684 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -4262751.500000 Penalty: 5230.424316
	Iteration 18Q: 3 clusters Score -4262752 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -4262844.500000 Penalty: 5230.424316
	Iteration 19Q: 3 clusters Score -4262844 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -4262909.000000 Penalty: 5230.424316
	Iteration 20F: 3 clusters Score -4262909 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -4262988.000000 Penalty: 5230.424316
	Iteration 21Q: 3 clusters Score -4262988 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -4263073.500000 Penalty: 5230.424316
	Iteration 22Q: 3 clusters Score -4263074 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -4263160.500000 Penalty: 5230.424316
	Iteration 23Q: 3 clusters Score -4263160 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -4263254.500000 Penalty: 5230.424316
	Iteration 24Q: 3 clusters Score -4263254 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27162 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -4263345.500000 Penalty: 5230.424316
	Iteration 25Q: 3 clusters Score -4263346 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -4263435.000000 Penalty: 5230.424316
	Iteration 26Q: 3 clusters Score -4263435 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -4263487.500000 Penalty: 5230.424316
	Iteration 27Q: 3 clusters Score -4263488 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -4263566.500000 Penalty: 5230.424316
	Iteration 28Q: 3 clusters Score -4263566 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -4263617.000000 Penalty: 5230.424316
	Iteration 29Q: 3 clusters Score -4263617 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -4263687.000000 Penalty: 5230.424316
	Iteration 30Q: 3 clusters Score -4263687 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -4263756.500000 Penalty: 5230.424316
	Iteration 31Q: 3 clusters Score -4263756 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -4263835.500000 Penalty: 5230.424316
	Iteration 32Q: 3 clusters Score -4263836 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -4263886.000000 Penalty: 5230.424316
	Iteration 33Q: 3 clusters Score -4263886 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29580 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -4263958.500000 Penalty: 5230.424316
	Iteration 34Q: 3 clusters Score -4263958 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29850 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -4264019.000000 Penalty: 5230.424316
	Iteration 35Q: 3 clusters Score -4264019 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30116 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -4264079.500000 Penalty: 5230.424316
	Iteration 36Q: 3 clusters Score -4264080 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -4264168.500000 Penalty: 5230.424316
	Iteration 37Q: 3 clusters Score -4264168 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30717 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -4264258.500000 Penalty: 5230.424316
	Iteration 38Q: 3 clusters Score -4264258 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -4264353.500000 Penalty: 5230.424316
	Iteration 39Q: 3 clusters Score -4264354 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -4264443.000000 Penalty: 5230.424316
	Iteration 40F: 3 clusters Score -4264443 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -4264550.000000 Penalty: 5230.424316
	Iteration 41Q: 3 clusters Score -4264550 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32006 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -4264619.000000 Penalty: 5230.424316
	Iteration 42Q: 3 clusters Score -4264619 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32303 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -4264715.500000 Penalty: 5230.424316
	Iteration 43Q: 3 clusters Score -4264716 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32598 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -4264838.500000 Penalty: 5230.424316
	Iteration 44Q: 3 clusters Score -4264838 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -4264951.000000 Penalty: 5230.424316
	Iteration 45Q: 3 clusters Score -4264951 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33171 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -4265059.000000 Penalty: 5230.424316
	Iteration 46Q: 3 clusters Score -4265059 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33467 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -4265157.000000 Penalty: 5230.424316
	Iteration 47Q: 3 clusters Score -4265157 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33763 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -4265263.500000 Penalty: 5230.424316
	Iteration 48Q: 3 clusters Score -4265264 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -4265395.500000 Penalty: 5230.424316
	Iteration 49Q: 3 clusters Score -4265396 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34377 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -4265553.500000 Penalty: 5230.424316
	Iteration 50Q: 3 clusters Score -4265554 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34694 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -4265672.000000 Penalty: 5230.424316
	Iteration 51Q: 3 clusters Score -4265672 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34991 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -4265802.000000 Penalty: 5230.424316
	Iteration 52Q: 3 clusters Score -4265802 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35284 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -4265942.000000 Penalty: 5230.424316
	Iteration 53Q: 3 clusters Score -4265942 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35559 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -4266084.000000 Penalty: 5230.424316
	Iteration 54Q: 3 clusters Score -4266084 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35815 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -4266250.000000 Penalty: 5230.424316
	Iteration 55Q: 3 clusters Score -4266250 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36024 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -4266351.000000 Penalty: 5230.424316
	Iteration 56Q: 3 clusters Score -4266351 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36189 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -4266438.500000 Penalty: 5230.424316
	Iteration 57Q: 3 clusters Score -4266438 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -4266532.500000 Penalty: 5230.424316
	Iteration 58Q: 3 clusters Score -4266532 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36423 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -4266577.000000 Penalty: 5230.424316
	Iteration 59Q: 3 clusters Score -4266577 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36487 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -4266617.500000 Penalty: 5230.424316
	Iteration 60F: 3 clusters Score -4266618 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36537 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -4266649.500000 Penalty: 5230.424316
	Iteration 61Q: 3 clusters Score -4266650 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36586 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -4266646.000000 Penalty: 5230.424316
	Iteration 62Q: 3 clusters Score -4266646 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36623 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -4266665.000000 Penalty: 5230.424316
	Iteration 63Q: 3 clusters Score -4266665 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36648 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4266677.500000 Penalty: 5230.424316
	Iteration 64Q: 3 clusters Score -4266678 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36669 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -4266686.000000 Penalty: 5230.424316
	Iteration 65Q: 3 clusters Score -4266686 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36685 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -4266692.000000 Penalty: 5230.424316
	Iteration 66Q: 3 clusters Score -4266692 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36696 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -4266716.500000 Penalty: 5230.424316
	Iteration 67Q: 3 clusters Score -4266716 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36718 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -4266724.500000 Penalty: 5230.424316
	Iteration 68Q: 3 clusters Score -4266724 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36739 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -4266753.500000 Penalty: 5230.424316
	Iteration 69Q: 3 clusters Score -4266754 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36757 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4266785.000000 Penalty: 5230.424316
	Iteration 70Q: 3 clusters Score -4266785 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36769 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -4266812.000000 Penalty: 5230.424316
	Iteration 71Q: 3 clusters Score -4266812 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -4266836.500000 Penalty: 5230.424316
	Iteration 72Q: 3 clusters Score -4266836 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36758 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4266884.000000 Penalty: 5230.424316
	Iteration 73Q: 3 clusters Score -4266884 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36736 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -4266923.000000 Penalty: 5230.424316
	Iteration 74Q: 3 clusters Score -4266923 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36742 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4266945.500000 Penalty: 5230.424316
	Iteration 75Q: 3 clusters Score -4266946 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36739 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -4266954.500000 Penalty: 5230.424316
	Iteration 76Q: 3 clusters Score -4266954 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36749 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -4266960.000000 Penalty: 5230.424316
	Iteration 77Q: 3 clusters Score -4266960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36752 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -4266967.500000 Penalty: 5230.424316
	Iteration 78Q: 3 clusters Score -4266968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36757 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4266972.500000 Penalty: 5230.424316
	Iteration 79Q: 3 clusters Score -4266972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -4266994.000000 Penalty: 5230.424316
	Iteration 80F: 3 clusters Score -4266994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36742 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4267001.500000 Penalty: 5230.424316
	Iteration 81Q: 3 clusters Score -4267002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36736 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -4267006.000000 Penalty: 5230.424316
	Iteration 82Q: 3 clusters Score -4267006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -4267022.500000 Penalty: 5230.424316
	Iteration 83Q: 3 clusters Score -4267022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36729 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -4267022.000000 Penalty: 5230.424316
	Iteration 84Q: 3 clusters Score -4267022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36728 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -4267021.500000 Penalty: 5230.424316
	Iteration 85Q: 3 clusters Score -4267022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36728 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -4267021.000000 Penalty: 5230.424316
	Iteration 86Q: 3 clusters Score -4267021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36729 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -4267023.500000 Penalty: 5230.424316
	Iteration 87Q: 3 clusters Score -4267024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -4267024.000000 Penalty: 5230.424316
	Iteration 88Q: 3 clusters Score -4267024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -4267024.000000 Penalty: 5230.424316
	Iteration 89F: 3 clusters Score -4267024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Entering Unmasked Estep 
Score: -335012.437500 Penalty: 1978.791016
	Iteration 0F: 2 clusters Score -335012.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -331822.968750 Penalty: 3957.582031
	Iteration 0F: 3 clusters Score -331823 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -332432.125000 Penalty: 3957.582031
	Iteration 1F: 3 clusters Score -332432.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -332560.875000 Penalty: 3957.582031
	Iteration 2F: 3 clusters Score -332560.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -332630.281250 Penalty: 3957.582031
	Iteration 3Q: 3 clusters Score -332630.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -332674.718750 Penalty: 3957.582031
	Iteration 4Q: 3 clusters Score -332674.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -332706.250000 Penalty: 3957.582031
	Iteration 5Q: 3 clusters Score -332706.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -332730.375000 Penalty: 3957.582031
	Iteration 6Q: 3 clusters Score -332730.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -332754.781250 Penalty: 3957.582031
	Iteration 7Q: 3 clusters Score -332754.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -332771.000000 Penalty: 3957.582031
	Iteration 8Q: 3 clusters Score -332771 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -332780.468750 Penalty: 3957.582031
	Iteration 9Q: 3 clusters Score -332780.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -332788.718750 Penalty: 3957.582031
	Iteration 10Q: 3 clusters Score -332788.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -332795.781250 Penalty: 3957.582031
	Iteration 11Q: 3 clusters Score -332795.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -332800.750000 Penalty: 3957.582031
	Iteration 12Q: 3 clusters Score -332800.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -332804.500000 Penalty: 3957.582031
	Iteration 13Q: 3 clusters Score -332804.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -332810.437500 Penalty: 3957.582031
	Iteration 14Q: 3 clusters Score -332810.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -332812.031250 Penalty: 3957.582031
	Iteration 15Q: 3 clusters Score -332812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -332813.312500 Penalty: 3957.582031
	Iteration 16Q: 3 clusters Score -332813.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -332813.312500 Penalty: 3957.582031
	Iteration 17F: 3 clusters Score -332813.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Entering Unmasked Estep 
Score: -1176454.125000 Penalty: 2286.803955
	Iteration 0F: 2 clusters Score -1176454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1168746.250000 Penalty: 4573.607910
	Iteration 0F: 3 clusters Score -1168746 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1171167.500000 Penalty: 4573.607910
	Iteration 1F: 3 clusters Score -1171168 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1171784.250000 Penalty: 4573.607910
	Iteration 2F: 3 clusters Score -1171784 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1172357.625000 Penalty: 4573.607910
	Iteration 3F: 3 clusters Score -1172358 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1172920.375000 Penalty: 4573.607910
	Iteration 4F: 3 clusters Score -1172920 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1173393.125000 Penalty: 4573.607910
	Iteration 5F: 3 clusters Score -1173393 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1173793.750000 Penalty: 4573.607910
	Iteration 6F: 3 clusters Score -1173794 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1174113.625000 Penalty: 4573.607910
	Iteration 7Q: 3 clusters Score -1174114 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1174337.750000 Penalty: 4573.607910
	Iteration 8Q: 3 clusters Score -1174338 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1174500.250000 Penalty: 4573.607910
	Iteration 9Q: 3 clusters Score -1174500 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1174614.375000 Penalty: 4573.607910
	Iteration 10Q: 3 clusters Score -1174614 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1174697.375000 Penalty: 4573.607910
	Iteration 11Q: 3 clusters Score -1174697 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1174768.000000 Penalty: 4573.607910
	Iteration 12Q: 3 clusters Score -1174768 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1174822.375000 Penalty: 4573.607910
	Iteration 13Q: 3 clusters Score -1174822 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1174869.625000 Penalty: 4573.607910
	Iteration 14Q: 3 clusters Score -1174870 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1174926.250000 Penalty: 4573.607910
	Iteration 15Q: 3 clusters Score -1174926 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1174972.625000 Penalty: 4573.607910
	Iteration 16Q: 3 clusters Score -1174973 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1175015.875000 Penalty: 4573.607910
	Iteration 17Q: 3 clusters Score -1175016 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1175053.500000 Penalty: 4573.607910
	Iteration 18Q: 3 clusters Score -1175054 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1175088.750000 Penalty: 4573.607910
	Iteration 19Q: 3 clusters Score -1175089 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1175122.625000 Penalty: 4573.607910
	Iteration 20F: 3 clusters Score -1175123 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1175153.625000 Penalty: 4573.607910
	Iteration 21Q: 3 clusters Score -1175154 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1175180.500000 Penalty: 4573.607910
	Iteration 22Q: 3 clusters Score -1175180 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1175196.500000 Penalty: 4573.607910
	Iteration 23Q: 3 clusters Score -1175196 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1175219.750000 Penalty: 4573.607910
	Iteration 24Q: 3 clusters Score -1175220 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1175240.250000 Penalty: 4573.607910
	Iteration 25Q: 3 clusters Score -1175240 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1175266.125000 Penalty: 4573.607910
	Iteration 26Q: 3 clusters Score -1175266 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1175288.750000 Penalty: 4573.607910
	Iteration 27Q: 3 clusters Score -1175289 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1175313.500000 Penalty: 4573.607910
	Iteration 28Q: 3 clusters Score -1175314 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1175335.250000 Penalty: 4573.607910
	Iteration 29Q: 3 clusters Score -1175335 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1175355.125000 Penalty: 4573.607910
	Iteration 30Q: 3 clusters Score -1175355 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1175369.500000 Penalty: 4573.607910
	Iteration 31Q: 3 clusters Score -1175370 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1175385.375000 Penalty: 4573.607910
	Iteration 32Q: 3 clusters Score -1175385 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1175400.875000 Penalty: 4573.607910
	Iteration 33Q: 3 clusters Score -1175401 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1175414.125000 Penalty: 4573.607910
	Iteration 34Q: 3 clusters Score -1175414 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1175421.875000 Penalty: 4573.607910
	Iteration 35Q: 3 clusters Score -1175422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1175424.375000 Penalty: 4573.607910
	Iteration 36Q: 3 clusters Score -1175424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1175426.375000 Penalty: 4573.607910
	Iteration 37Q: 3 clusters Score -1175426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1175426.375000 Penalty: 4573.607910
	Iteration 38Q: 3 clusters Score -1175426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1175426.875000 Penalty: 4573.607910
	Iteration 39Q: 3 clusters Score -1175427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1175428.000000 Penalty: 4573.607910
	Iteration 40F: 3 clusters Score -1175428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1175426.750000 Penalty: 4573.607910
	Iteration 41Q: 3 clusters Score -1175427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1175428.750000 Penalty: 4573.607910
	Iteration 42Q: 3 clusters Score -1175429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1175428.875000 Penalty: 4573.607910
	Iteration 43Q: 3 clusters Score -1175429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1175428.875000 Penalty: 4573.607910
	Iteration 44F: 3 clusters Score -1175429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Entering Unmasked Estep 
Score: -983616.437500 Penalty: 2230.893066
	Iteration 0F: 2 clusters Score -983616.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -977198.875000 Penalty: 4461.786133
	Iteration 0F: 3 clusters Score -977198.9 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -979005.812500 Penalty: 4461.786133
	Iteration 1F: 3 clusters Score -979005.8 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -979270.375000 Penalty: 4461.786133
	Iteration 2F: 3 clusters Score -979270.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -979430.937500 Penalty: 4461.786133
	Iteration 3Q: 3 clusters Score -979430.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -979541.437500 Penalty: 4461.786133
	Iteration 4Q: 3 clusters Score -979541.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -979641.437500 Penalty: 4461.786133
	Iteration 5Q: 3 clusters Score -979641.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -979742.750000 Penalty: 4461.786133
	Iteration 6Q: 3 clusters Score -979742.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -979824.562500 Penalty: 4461.786133
	Iteration 7Q: 3 clusters Score -979824.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -979914.687500 Penalty: 4461.786133
	Iteration 8Q: 3 clusters Score -979914.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -980007.437500 Penalty: 4461.786133
	Iteration 9Q: 3 clusters Score -980007.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -980099.312500 Penalty: 4461.786133
	Iteration 10Q: 3 clusters Score -980099.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -980207.687500 Penalty: 4461.786133
	Iteration 11Q: 3 clusters Score -980207.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -980312.687500 Penalty: 4461.786133
	Iteration 12Q: 3 clusters Score -980312.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -980410.875000 Penalty: 4461.786133
	Iteration 13Q: 3 clusters Score -980410.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -980517.375000 Penalty: 4461.786133
	Iteration 14Q: 3 clusters Score -980517.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -980631.062500 Penalty: 4461.786133
	Iteration 15Q: 3 clusters Score -980631.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -980727.312500 Penalty: 4461.786133
	Iteration 16Q: 3 clusters Score -980727.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -980821.562500 Penalty: 4461.786133
	Iteration 17Q: 3 clusters Score -980821.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -980918.562500 Penalty: 4461.786133
	Iteration 18Q: 3 clusters Score -980918.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -981024.375000 Penalty: 4461.786133
	Iteration 19Q: 3 clusters Score -981024.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -981121.500000 Penalty: 4461.786133
	Iteration 20F: 3 clusters Score -981121.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -981223.875000 Penalty: 4461.786133
	Iteration 21Q: 3 clusters Score -981223.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -981304.812500 Penalty: 4461.786133
	Iteration 22Q: 3 clusters Score -981304.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -981361.062500 Penalty: 4461.786133
	Iteration 23Q: 3 clusters Score -981361.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -981430.312500 Penalty: 4461.786133
	Iteration 24Q: 3 clusters Score -981430.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -981475.750000 Penalty: 4461.786133
	Iteration 25Q: 3 clusters Score -981475.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -981514.187500 Penalty: 4461.786133
	Iteration 26Q: 3 clusters Score -981514.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -981552.062500 Penalty: 4461.786133
	Iteration 27Q: 3 clusters Score -981552.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -981582.187500 Penalty: 4461.786133
	Iteration 28Q: 3 clusters Score -981582.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -981605.125000 Penalty: 4461.786133
	Iteration 29Q: 3 clusters Score -981605.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -981619.125000 Penalty: 4461.786133
	Iteration 30Q: 3 clusters Score -981619.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -981627.500000 Penalty: 4461.786133
	Iteration 31Q: 3 clusters Score -981627.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -981635.500000 Penalty: 4461.786133
	Iteration 32Q: 3 clusters Score -981635.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -981640.937500 Penalty: 4461.786133
	Iteration 33Q: 3 clusters Score -981640.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -981646.812500 Penalty: 4461.786133
	Iteration 34Q: 3 clusters Score -981646.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -981653.812500 Penalty: 4461.786133
	Iteration 35Q: 3 clusters Score -981653.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -981654.187500 Penalty: 4461.786133
	Iteration 36Q: 3 clusters Score -981654.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -981659.625000 Penalty: 4461.786133
	Iteration 37Q: 3 clusters Score -981659.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -981663.937500 Penalty: 4461.786133
	Iteration 38Q: 3 clusters Score -981663.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -981668.187500 Penalty: 4461.786133
	Iteration 39Q: 3 clusters Score -981668.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -981674.062500 Penalty: 4461.786133
	Iteration 40F: 3 clusters Score -981674.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -981678.375000 Penalty: 4461.786133
	Iteration 41Q: 3 clusters Score -981678.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -981687.500000 Penalty: 4461.786133
	Iteration 42Q: 3 clusters Score -981687.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -981690.187500 Penalty: 4461.786133
	Iteration 43Q: 3 clusters Score -981690.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -981694.562500 Penalty: 4461.786133
	Iteration 44Q: 3 clusters Score -981694.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -981695.250000 Penalty: 4461.786133
	Iteration 45Q: 3 clusters Score -981695.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -981699.125000 Penalty: 4461.786133
	Iteration 46Q: 3 clusters Score -981699.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -981702.812500 Penalty: 4461.786133
	Iteration 47Q: 3 clusters Score -981702.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -981705.312500 Penalty: 4461.786133
	Iteration 48Q: 3 clusters Score -981705.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -981705.312500 Penalty: 4461.786133
	Iteration 49F: 3 clusters Score -981705.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (221590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221590 members 
Entering Unmasked Estep 
Score: -27190032.000000 Penalty: 3052.528809
	Iteration 0F: 2 clusters Score -2.719003e+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 110835 members 
Entering Unmasked Estep 
Score: -27046506.000000 Penalty: 6105.057617
	Iteration 0F: 3 clusters Score -2.704651e+07 nChanged 106580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113773 members 
Mstep: Class 2 contains 107817 members 
Entering Unmasked Estep 
Score: -27109828.000000 Penalty: 6105.057617
	Iteration 1F: 3 clusters Score -2.710983e+07 nChanged 7045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115558 members 
Mstep: Class 2 contains 106032 members 
Entering Unmasked Estep 
Score: -27111614.000000 Penalty: 6105.057617
	Iteration 2Q: 3 clusters Score -2.711161e+07 nChanged 8312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118500 members 
Mstep: Class 2 contains 103090 members 
Entering Unmasked Estep 
Score: -27114148.000000 Penalty: 6105.057617
	Iteration 3Q: 3 clusters Score -2.711415e+07 nChanged 10109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122935 members 
Mstep: Class 2 contains 98655 members 
Entering Unmasked Estep 
Score: -27118346.000000 Penalty: 6105.057617
	Iteration 4Q: 3 clusters Score -2.711835e+07 nChanged 11811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129110 members 
Mstep: Class 2 contains 92480 members 
Entering Unmasked Estep 
Score: -27124076.000000 Penalty: 6105.057617
	Iteration 5F: 3 clusters Score -2.712408e+07 nChanged 13502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136992 members 
Mstep: Class 2 contains 84598 members 
Entering Unmasked Estep 
Score: -27131832.000000 Penalty: 6105.057617
	Iteration 6F: 3 clusters Score -2.713183e+07 nChanged 14241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146055 members 
Mstep: Class 2 contains 75535 members 
Entering Unmasked Estep 
Score: -27141794.000000 Penalty: 6105.057617
	Iteration 7F: 3 clusters Score -2.714179e+07 nChanged 13800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155177 members 
Mstep: Class 2 contains 66413 members 
Entering Unmasked Estep 
Score: -27152264.000000 Penalty: 6105.057617
	Iteration 8F: 3 clusters Score -2.715226e+07 nChanged 12077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162934 members 
Mstep: Class 2 contains 58656 members 
Entering Unmasked Estep 
Score: -27162338.000000 Penalty: 6105.057617
	Iteration 9F: 3 clusters Score -2.716234e+07 nChanged 9679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168649 members 
Mstep: Class 2 contains 52941 members 
Entering Unmasked Estep 
Score: -27169472.000000 Penalty: 6105.057617
	Iteration 10Q: 3 clusters Score -2.716947e+07 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172834 members 
Mstep: Class 2 contains 48756 members 
Entering Unmasked Estep 
Score: -27173692.000000 Penalty: 6105.057617
	Iteration 11Q: 3 clusters Score -2.717369e+07 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176700 members 
Mstep: Class 2 contains 44890 members 
Entering Unmasked Estep 
Score: -27176546.000000 Penalty: 6105.057617
	Iteration 12Q: 3 clusters Score -2.717655e+07 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180431 members 
Mstep: Class 2 contains 41159 members 
Entering Unmasked Estep 
Score: -27178656.000000 Penalty: 6105.057617
	Iteration 13Q: 3 clusters Score -2.717866e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183884 members 
Mstep: Class 2 contains 37706 members 
Entering Unmasked Estep 
Score: -27180616.000000 Penalty: 6105.057617
	Iteration 14Q: 3 clusters Score -2.718062e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186875 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -27182236.000000 Penalty: 6105.057617
	Iteration 15Q: 3 clusters Score -2.718224e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189371 members 
Mstep: Class 2 contains 32219 members 
Entering Unmasked Estep 
Score: -27183412.000000 Penalty: 6105.057617
	Iteration 16Q: 3 clusters Score -2.718341e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191520 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
Score: -27184440.000000 Penalty: 6105.057617
	Iteration 17Q: 3 clusters Score -2.718444e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193365 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -27185156.000000 Penalty: 6105.057617
	Iteration 18Q: 3 clusters Score -2.718516e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194965 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -27185630.000000 Penalty: 6105.057617
	Iteration 19Q: 3 clusters Score -2.718563e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196364 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -27186132.000000 Penalty: 6105.057617
	Iteration 20F: 3 clusters Score -2.718613e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197524 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -27186394.000000 Penalty: 6105.057617
	Iteration 21Q: 3 clusters Score -2.718639e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198531 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -27186376.000000 Penalty: 6105.057617
	Iteration 22Q: 3 clusters Score -2.718638e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199456 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -27186512.000000 Penalty: 6105.057617
	Iteration 23Q: 3 clusters Score -2.718651e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200267 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -27186662.000000 Penalty: 6105.057617
	Iteration 24Q: 3 clusters Score -2.718666e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200980 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -27186834.000000 Penalty: 6105.057617
	Iteration 25Q: 3 clusters Score -2.718683e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201597 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -27186858.000000 Penalty: 6105.057617
	Iteration 26Q: 3 clusters Score -2.718686e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202192 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -27186938.000000 Penalty: 6105.057617
	Iteration 27Q: 3 clusters Score -2.718694e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202723 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -27186970.000000 Penalty: 6105.057617
	Iteration 28Q: 3 clusters Score -2.718697e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203237 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -27187034.000000 Penalty: 6105.057617
	Iteration 29Q: 3 clusters Score -2.718703e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203688 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -27187130.000000 Penalty: 6105.057617
	Iteration 30Q: 3 clusters Score -2.718713e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204104 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -27187132.000000 Penalty: 6105.057617
	Iteration 31Q: 3 clusters Score -2.718713e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204517 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -27187122.000000 Penalty: 6105.057617
	Iteration 32Q: 3 clusters Score -2.718712e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204920 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -27187124.000000 Penalty: 6105.057617
	Iteration 33Q: 3 clusters Score -2.718712e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205316 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -27187110.000000 Penalty: 6105.057617
	Iteration 34Q: 3 clusters Score -2.718711e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205710 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -27187148.000000 Penalty: 6105.057617
	Iteration 35Q: 3 clusters Score -2.718715e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206100 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -27187184.000000 Penalty: 6105.057617
	Iteration 36Q: 3 clusters Score -2.718718e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206463 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -27187126.000000 Penalty: 6105.057617
	Iteration 37Q: 3 clusters Score -2.718713e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206821 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -27187162.000000 Penalty: 6105.057617
	Iteration 38Q: 3 clusters Score -2.718716e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207184 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -27187216.000000 Penalty: 6105.057617
	Iteration 39Q: 3 clusters Score -2.718722e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207542 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -27187228.000000 Penalty: 6105.057617
	Iteration 40F: 3 clusters Score -2.718723e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207877 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -27187228.000000 Penalty: 6105.057617
	Iteration 41Q: 3 clusters Score -2.718723e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208219 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -27187264.000000 Penalty: 6105.057617
	Iteration 42Q: 3 clusters Score -2.718726e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208546 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -27187298.000000 Penalty: 6105.057617
	Iteration 43Q: 3 clusters Score -2.71873e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208891 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -27187376.000000 Penalty: 6105.057617
	Iteration 44Q: 3 clusters Score -2.718738e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209221 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -27187442.000000 Penalty: 6105.057617
	Iteration 45Q: 3 clusters Score -2.718744e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209532 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -27187454.000000 Penalty: 6105.057617
	Iteration 46Q: 3 clusters Score -2.718745e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209830 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -27187412.000000 Penalty: 6105.057617
	Iteration 47Q: 3 clusters Score -2.718741e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210125 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -27187480.000000 Penalty: 6105.057617
	Iteration 48Q: 3 clusters Score -2.718748e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210398 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -27187500.000000 Penalty: 6105.057617
	Iteration 49Q: 3 clusters Score -2.71875e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210666 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -27187556.000000 Penalty: 6105.057617
	Iteration 50Q: 3 clusters Score -2.718756e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210886 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -27187566.000000 Penalty: 6105.057617
	Iteration 51Q: 3 clusters Score -2.718757e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211096 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -27187580.000000 Penalty: 6105.057617
	Iteration 52Q: 3 clusters Score -2.718758e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211311 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -27187620.000000 Penalty: 6105.057617
	Iteration 53Q: 3 clusters Score -2.718762e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211518 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -27187712.000000 Penalty: 6105.057617
	Iteration 54Q: 3 clusters Score -2.718771e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211733 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -27187720.000000 Penalty: 6105.057617
	Iteration 55Q: 3 clusters Score -2.718772e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211951 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -27187714.000000 Penalty: 6105.057617
	Iteration 56Q: 3 clusters Score -2.718771e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212166 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -27187736.000000 Penalty: 6105.057617
	Iteration 57Q: 3 clusters Score -2.718774e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212357 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -27187660.000000 Penalty: 6105.057617
	Iteration 58Q: 3 clusters Score -2.718766e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212550 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -27187630.000000 Penalty: 6105.057617
	Iteration 59Q: 3 clusters Score -2.718763e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212731 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -27187646.000000 Penalty: 6105.057617
	Iteration 60F: 3 clusters Score -2.718765e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212910 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -27187722.000000 Penalty: 6105.057617
	Iteration 61Q: 3 clusters Score -2.718772e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213081 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -27187732.000000 Penalty: 6105.057617
	Iteration 62Q: 3 clusters Score -2.718773e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213253 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -27187730.000000 Penalty: 6105.057617
	Iteration 63Q: 3 clusters Score -2.718773e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213424 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -27187758.000000 Penalty: 6105.057617
	Iteration 64Q: 3 clusters Score -2.718776e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213584 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -27187726.000000 Penalty: 6105.057617
	Iteration 65Q: 3 clusters Score -2.718773e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213757 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -27187766.000000 Penalty: 6105.057617
	Iteration 66Q: 3 clusters Score -2.718777e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213915 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -27187734.000000 Penalty: 6105.057617
	Iteration 67Q: 3 clusters Score -2.718773e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214066 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -27187748.000000 Penalty: 6105.057617
	Iteration 68Q: 3 clusters Score -2.718775e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214214 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -27187748.000000 Penalty: 6105.057617
	Iteration 69Q: 3 clusters Score -2.718775e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214377 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -27187720.000000 Penalty: 6105.057617
	Iteration 70Q: 3 clusters Score -2.718772e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214521 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -27187732.000000 Penalty: 6105.057617
	Iteration 71Q: 3 clusters Score -2.718773e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214649 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -27187760.000000 Penalty: 6105.057617
	Iteration 72Q: 3 clusters Score -2.718776e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214761 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -27187802.000000 Penalty: 6105.057617
	Iteration 73Q: 3 clusters Score -2.71878e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214879 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -27187836.000000 Penalty: 6105.057617
	Iteration 74Q: 3 clusters Score -2.718784e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214993 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -27187822.000000 Penalty: 6105.057617
	Iteration 75Q: 3 clusters Score -2.718782e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215120 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -27187820.000000 Penalty: 6105.057617
	Iteration 76Q: 3 clusters Score -2.718782e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215246 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -27187822.000000 Penalty: 6105.057617
	Iteration 77Q: 3 clusters Score -2.718782e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215359 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -27187790.000000 Penalty: 6105.057617
	Iteration 78Q: 3 clusters Score -2.718779e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215459 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -27187852.000000 Penalty: 6105.057617
	Iteration 79Q: 3 clusters Score -2.718785e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215555 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -27187914.000000 Penalty: 6105.057617
	Iteration 80F: 3 clusters Score -2.718791e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215633 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -27187882.000000 Penalty: 6105.057617
	Iteration 81Q: 3 clusters Score -2.718788e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215708 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -27187900.000000 Penalty: 6105.057617
	Iteration 82Q: 3 clusters Score -2.71879e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215794 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -27187892.000000 Penalty: 6105.057617
	Iteration 83Q: 3 clusters Score -2.718789e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215869 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -27187924.000000 Penalty: 6105.057617
	Iteration 84Q: 3 clusters Score -2.718792e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215941 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -27187942.000000 Penalty: 6105.057617
	Iteration 85Q: 3 clusters Score -2.718794e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216014 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -27187970.000000 Penalty: 6105.057617
	Iteration 86Q: 3 clusters Score -2.718797e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216099 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -27187982.000000 Penalty: 6105.057617
	Iteration 87Q: 3 clusters Score -2.718798e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216166 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -27187954.000000 Penalty: 6105.057617
	Iteration 88Q: 3 clusters Score -2.718795e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216221 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -27187956.000000 Penalty: 6105.057617
	Iteration 89Q: 3 clusters Score -2.718796e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216282 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -27187954.000000 Penalty: 6105.057617
	Iteration 90Q: 3 clusters Score -2.718795e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216344 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -27187944.000000 Penalty: 6105.057617
	Iteration 91Q: 3 clusters Score -2.718794e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216400 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -27187944.000000 Penalty: 6105.057617
	Iteration 92Q: 3 clusters Score -2.718794e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216441 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -27187940.000000 Penalty: 6105.057617
	Iteration 93Q: 3 clusters Score -2.718794e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216474 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -27187942.000000 Penalty: 6105.057617
	Iteration 94Q: 3 clusters Score -2.718794e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216505 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -27187910.000000 Penalty: 6105.057617
	Iteration 95Q: 3 clusters Score -2.718791e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216526 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -27187904.000000 Penalty: 6105.057617
	Iteration 96Q: 3 clusters Score -2.71879e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216546 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -27187936.000000 Penalty: 6105.057617
	Iteration 97Q: 3 clusters Score -2.718794e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216571 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -27187952.000000 Penalty: 6105.057617
	Iteration 98Q: 3 clusters Score -2.718795e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216603 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -27187970.000000 Penalty: 6105.057617
	Iteration 99Q: 3 clusters Score -2.718797e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216629 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -27187966.000000 Penalty: 6105.057617
	Iteration 100F: 3 clusters Score -2.718797e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216648 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -27187956.000000 Penalty: 6105.057617
	Iteration 101Q: 3 clusters Score -2.718796e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216663 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -27187972.000000 Penalty: 6105.057617
	Iteration 102Q: 3 clusters Score -2.718797e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216680 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -27187976.000000 Penalty: 6105.057617
	Iteration 103Q: 3 clusters Score -2.718798e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216699 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -27187988.000000 Penalty: 6105.057617
	Iteration 104Q: 3 clusters Score -2.718799e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216714 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -27187988.000000 Penalty: 6105.057617
	Iteration 105Q: 3 clusters Score -2.718799e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216735 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -27188008.000000 Penalty: 6105.057617
	Iteration 106Q: 3 clusters Score -2.718801e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216759 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -27188024.000000 Penalty: 6105.057617
	Iteration 107Q: 3 clusters Score -2.718802e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216790 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -27188002.000000 Penalty: 6105.057617
	Iteration 108Q: 3 clusters Score -2.7188e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216818 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -27188030.000000 Penalty: 6105.057617
	Iteration 109Q: 3 clusters Score -2.718803e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216849 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -27188032.000000 Penalty: 6105.057617
	Iteration 110Q: 3 clusters Score -2.718803e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216872 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -27188022.000000 Penalty: 6105.057617
	Iteration 111Q: 3 clusters Score -2.718802e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216889 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -27188028.000000 Penalty: 6105.057617
	Iteration 112Q: 3 clusters Score -2.718803e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216913 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -27188022.000000 Penalty: 6105.057617
	Iteration 113Q: 3 clusters Score -2.718802e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216922 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -27188038.000000 Penalty: 6105.057617
	Iteration 114Q: 3 clusters Score -2.718804e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216930 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -27188014.000000 Penalty: 6105.057617
	Iteration 115Q: 3 clusters Score -2.718801e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216932 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -27188016.000000 Penalty: 6105.057617
	Iteration 116Q: 3 clusters Score -2.718802e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216940 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -27188006.000000 Penalty: 6105.057617
	Iteration 117Q: 3 clusters Score -2.718801e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216951 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -27188000.000000 Penalty: 6105.057617
	Iteration 118Q: 3 clusters Score -2.7188e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216959 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -27187994.000000 Penalty: 6105.057617
	Iteration 119Q: 3 clusters Score -2.718799e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216965 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -27187988.000000 Penalty: 6105.057617
	Iteration 120F: 3 clusters Score -2.718799e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216973 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -27188002.000000 Penalty: 6105.057617
	Iteration 121Q: 3 clusters Score -2.7188e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216983 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -27187998.000000 Penalty: 6105.057617
	Iteration 122Q: 3 clusters Score -2.7188e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216993 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -27187982.000000 Penalty: 6105.057617
	Iteration 123Q: 3 clusters Score -2.718798e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217005 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -27187994.000000 Penalty: 6105.057617
	Iteration 124Q: 3 clusters Score -2.718799e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217019 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -27187994.000000 Penalty: 6105.057617
	Iteration 125Q: 3 clusters Score -2.718799e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217033 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -27187952.000000 Penalty: 6105.057617
	Iteration 126Q: 3 clusters Score -2.718795e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217048 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -27187970.000000 Penalty: 6105.057617
	Iteration 127Q: 3 clusters Score -2.718797e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217061 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -27187986.000000 Penalty: 6105.057617
	Iteration 128Q: 3 clusters Score -2.718799e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217075 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -27187964.000000 Penalty: 6105.057617
	Iteration 129Q: 3 clusters Score -2.718796e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217085 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -27187958.000000 Penalty: 6105.057617
	Iteration 130Q: 3 clusters Score -2.718796e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217096 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -27187976.000000 Penalty: 6105.057617
	Iteration 131Q: 3 clusters Score -2.718798e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217108 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -27187958.000000 Penalty: 6105.057617
	Iteration 132Q: 3 clusters Score -2.718796e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217116 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -27187982.000000 Penalty: 6105.057617
	Iteration 133Q: 3 clusters Score -2.718798e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217129 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -27187978.000000 Penalty: 6105.057617
	Iteration 134Q: 3 clusters Score -2.718798e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217137 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -27187986.000000 Penalty: 6105.057617
	Iteration 135Q: 3 clusters Score -2.718799e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217144 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -27187984.000000 Penalty: 6105.057617
	Iteration 136Q: 3 clusters Score -2.718798e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217150 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -27187972.000000 Penalty: 6105.057617
	Iteration 137Q: 3 clusters Score -2.718797e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217158 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -27187964.000000 Penalty: 6105.057617
	Iteration 138Q: 3 clusters Score -2.718796e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217167 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -27187974.000000 Penalty: 6105.057617
	Iteration 139Q: 3 clusters Score -2.718797e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217177 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -27187976.000000 Penalty: 6105.057617
	Iteration 140F: 3 clusters Score -2.718798e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217184 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -27187962.000000 Penalty: 6105.057617
	Iteration 141Q: 3 clusters Score -2.718796e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217192 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -27187938.000000 Penalty: 6105.057617
	Iteration 142Q: 3 clusters Score -2.718794e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217199 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -27187946.000000 Penalty: 6105.057617
	Iteration 143Q: 3 clusters Score -2.718795e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217206 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -27187956.000000 Penalty: 6105.057617
	Iteration 144Q: 3 clusters Score -2.718796e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217215 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -27187974.000000 Penalty: 6105.057617
	Iteration 145Q: 3 clusters Score -2.718797e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217221 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -27187976.000000 Penalty: 6105.057617
	Iteration 146Q: 3 clusters Score -2.718798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217223 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -27187978.000000 Penalty: 6105.057617
	Iteration 147Q: 3 clusters Score -2.718798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217224 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -27187978.000000 Penalty: 6105.057617
	Iteration 148Q: 3 clusters Score -2.718798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217228 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -27187968.000000 Penalty: 6105.057617
	Iteration 149Q: 3 clusters Score -2.718797e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217234 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -27187968.000000 Penalty: 6105.057617
	Iteration 150Q: 3 clusters Score -2.718797e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217242 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -27187970.000000 Penalty: 6105.057617
	Iteration 151Q: 3 clusters Score -2.718797e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217249 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -27187960.000000 Penalty: 6105.057617
	Iteration 152Q: 3 clusters Score -2.718796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217254 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -27187970.000000 Penalty: 6105.057617
	Iteration 153Q: 3 clusters Score -2.718797e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217257 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -27187990.000000 Penalty: 6105.057617
	Iteration 154Q: 3 clusters Score -2.718799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217261 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -27187992.000000 Penalty: 6105.057617
	Iteration 155Q: 3 clusters Score -2.718799e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217264 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -27187978.000000 Penalty: 6105.057617
	Iteration 156Q: 3 clusters Score -2.718798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217269 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -27187992.000000 Penalty: 6105.057617
	Iteration 157Q: 3 clusters Score -2.718799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217272 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -27187974.000000 Penalty: 6105.057617
	Iteration 158Q: 3 clusters Score -2.718797e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217279 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -27187994.000000 Penalty: 6105.057617
	Iteration 159Q: 3 clusters Score -2.718799e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217285 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -27187986.000000 Penalty: 6105.057617
	Iteration 160F: 3 clusters Score -2.718799e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217295 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -27187974.000000 Penalty: 6105.057617
	Iteration 161Q: 3 clusters Score -2.718797e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217306 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -27187964.000000 Penalty: 6105.057617
	Iteration 162Q: 3 clusters Score -2.718796e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217313 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -27187990.000000 Penalty: 6105.057617
	Iteration 163Q: 3 clusters Score -2.718799e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217323 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -27187992.000000 Penalty: 6105.057617
	Iteration 164Q: 3 clusters Score -2.718799e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217329 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -27187984.000000 Penalty: 6105.057617
	Iteration 165Q: 3 clusters Score -2.718798e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217338 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -27187966.000000 Penalty: 6105.057617
	Iteration 166Q: 3 clusters Score -2.718797e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217348 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -27187996.000000 Penalty: 6105.057617
	Iteration 167Q: 3 clusters Score -2.7188e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217356 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -27187978.000000 Penalty: 6105.057617
	Iteration 168Q: 3 clusters Score -2.718798e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217362 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -27187992.000000 Penalty: 6105.057617
	Iteration 169Q: 3 clusters Score -2.718799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217367 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -27187996.000000 Penalty: 6105.057617
	Iteration 170Q: 3 clusters Score -2.7188e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217374 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -27188004.000000 Penalty: 6105.057617
	Iteration 171Q: 3 clusters Score -2.7188e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217380 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -27188004.000000 Penalty: 6105.057617
	Iteration 172Q: 3 clusters Score -2.7188e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217385 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -27188006.000000 Penalty: 6105.057617
	Iteration 173Q: 3 clusters Score -2.718801e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217387 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -27188018.000000 Penalty: 6105.057617
	Iteration 174Q: 3 clusters Score -2.718802e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217388 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -27188016.000000 Penalty: 6105.057617
	Iteration 175Q: 3 clusters Score -2.718802e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217389 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -27188016.000000 Penalty: 6105.057617
	Iteration 176Q: 3 clusters Score -2.718802e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217389 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -27188016.000000 Penalty: 6105.057617
	Iteration 177F: 3 clusters Score -2.718802e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (84639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84639 members 
Entering Unmasked Estep 
Score: -10332939.000000 Penalty: 2813.845215
	Iteration 0F: 2 clusters Score -1.033294e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42443 members 
Mstep: Class 2 contains 42196 members 
Entering Unmasked Estep 
Score: -10276129.000000 Penalty: 5627.690430
	Iteration 0F: 3 clusters Score -1.027613e+07 nChanged 39929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43486 members 
Mstep: Class 2 contains 41153 members 
Entering Unmasked Estep 
Score: -10298780.000000 Penalty: 5627.690430
	Iteration 1F: 3 clusters Score -1.029878e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44114 members 
Mstep: Class 2 contains 40525 members 
Entering Unmasked Estep 
Score: -10299527.000000 Penalty: 5627.690430
	Iteration 2Q: 3 clusters Score -1.029953e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44879 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -10300394.000000 Penalty: 5627.690430
	Iteration 3Q: 3 clusters Score -1.030039e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45973 members 
Mstep: Class 2 contains 38666 members 
Entering Unmasked Estep 
Score: -10301417.000000 Penalty: 5627.690430
	Iteration 4Q: 3 clusters Score -1.030142e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47584 members 
Mstep: Class 2 contains 37055 members 
Entering Unmasked Estep 
Score: -10302850.000000 Penalty: 5627.690430
	Iteration 5Q: 3 clusters Score -1.030285e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49828 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -10304610.000000 Penalty: 5627.690430
	Iteration 6Q: 3 clusters Score -1.030461e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52762 members 
Mstep: Class 2 contains 31877 members 
Entering Unmasked Estep 
Score: -10306753.000000 Penalty: 5627.690430
	Iteration 7Q: 3 clusters Score -1.030675e+07 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56527 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -10309370.000000 Penalty: 5627.690430
	Iteration 8F: 3 clusters Score -1.030937e+07 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61200 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -10312817.000000 Penalty: 5627.690430
	Iteration 9F: 3 clusters Score -1.031282e+07 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66585 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -10316956.000000 Penalty: 5627.690430
	Iteration 10F: 3 clusters Score -1.031696e+07 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71856 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -10320937.000000 Penalty: 5627.690430
	Iteration 11F: 3 clusters Score -1.032094e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76411 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -10324479.000000 Penalty: 5627.690430
	Iteration 12F: 3 clusters Score -1.032448e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79811 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -10327068.000000 Penalty: 5627.690430
	Iteration 13Q: 3 clusters Score -1.032707e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81858 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -10328638.000000 Penalty: 5627.690430
	Iteration 14Q: 3 clusters Score -1.032864e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82951 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -10329521.000000 Penalty: 5627.690430
	Iteration 15Q: 3 clusters Score -1.032952e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83525 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -10329959.000000 Penalty: 5627.690430
	Iteration 16Q: 3 clusters Score -1.032996e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83806 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -10330195.000000 Penalty: 5627.690430
	Iteration 17Q: 3 clusters Score -1.03302e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83936 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -10330319.000000 Penalty: 5627.690430
	Iteration 18Q: 3 clusters Score -1.033032e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84015 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -10330412.000000 Penalty: 5627.690430
	Iteration 19Q: 3 clusters Score -1.033041e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84062 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -10330458.000000 Penalty: 5627.690430
	Iteration 20F: 3 clusters Score -1.033046e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84089 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -10330492.000000 Penalty: 5627.690430
	Iteration 21Q: 3 clusters Score -1.033049e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84108 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -10330503.000000 Penalty: 5627.690430
	Iteration 22Q: 3 clusters Score -1.03305e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84116 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -10330512.000000 Penalty: 5627.690430
	Iteration 23Q: 3 clusters Score -1.033051e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84125 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -10330508.000000 Penalty: 5627.690430
	Iteration 24Q: 3 clusters Score -1.033051e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84133 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -10330515.000000 Penalty: 5627.690430
	Iteration 25Q: 3 clusters Score -1.033052e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84143 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -10330531.000000 Penalty: 5627.690430
	Iteration 26Q: 3 clusters Score -1.033053e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84159 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -10330556.000000 Penalty: 5627.690430
	Iteration 27Q: 3 clusters Score -1.033056e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84172 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -10330552.000000 Penalty: 5627.690430
	Iteration 28Q: 3 clusters Score -1.033055e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84179 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -10330556.000000 Penalty: 5627.690430
	Iteration 29Q: 3 clusters Score -1.033056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84183 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -10330564.000000 Penalty: 5627.690430
	Iteration 30Q: 3 clusters Score -1.033056e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84188 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -10330561.000000 Penalty: 5627.690430
	Iteration 31Q: 3 clusters Score -1.033056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84190 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -10330572.000000 Penalty: 5627.690430
	Iteration 32Q: 3 clusters Score -1.033057e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84192 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -10330580.000000 Penalty: 5627.690430
	Iteration 33Q: 3 clusters Score -1.033058e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84195 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -10330579.000000 Penalty: 5627.690430
	Iteration 34Q: 3 clusters Score -1.033058e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84195 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -10330584.000000 Penalty: 5627.690430
	Iteration 35Q: 3 clusters Score -1.033058e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84197 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -10330587.000000 Penalty: 5627.690430
	Iteration 36Q: 3 clusters Score -1.033059e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84197 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -10330587.000000 Penalty: 5627.690430
	Iteration 37F: 3 clusters Score -1.033059e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (10560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Entering Unmasked Estep 
Score: -1232623.500000 Penalty: 2297.677490
	Iteration 0F: 2 clusters Score -1232624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1224593.125000 Penalty: 4595.354980
	Iteration 0F: 3 clusters Score -1224593 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1226949.375000 Penalty: 4595.354980
	Iteration 1F: 3 clusters Score -1226949 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1227315.875000 Penalty: 4595.354980
	Iteration 2F: 3 clusters Score -1227316 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1227595.000000 Penalty: 4595.354980
	Iteration 3F: 3 clusters Score -1227595 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1227806.375000 Penalty: 4595.354980
	Iteration 4Q: 3 clusters Score -1227806 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1227968.250000 Penalty: 4595.354980
	Iteration 5Q: 3 clusters Score -1227968 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1228111.750000 Penalty: 4595.354980
	Iteration 6Q: 3 clusters Score -1228112 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1228279.875000 Penalty: 4595.354980
	Iteration 7Q: 3 clusters Score -1228280 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1228457.000000 Penalty: 4595.354980
	Iteration 8Q: 3 clusters Score -1228457 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1228666.750000 Penalty: 4595.354980
	Iteration 9Q: 3 clusters Score -1228667 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1228920.375000 Penalty: 4595.354980
	Iteration 10Q: 3 clusters Score -1228920 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1229259.875000 Penalty: 4595.354980
	Iteration 11Q: 3 clusters Score -1229260 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1229625.375000 Penalty: 4595.354980
	Iteration 12Q: 3 clusters Score -1229625 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1230019.000000 Penalty: 4595.354980
	Iteration 13Q: 3 clusters Score -1230019 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1230341.125000 Penalty: 4595.354980
	Iteration 14Q: 3 clusters Score -1230341 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1230560.125000 Penalty: 4595.354980
	Iteration 15Q: 3 clusters Score -1230560 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1230721.500000 Penalty: 4595.354980
	Iteration 16Q: 3 clusters Score -1230722 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1230827.625000 Penalty: 4595.354980
	Iteration 17Q: 3 clusters Score -1230828 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1230897.250000 Penalty: 4595.354980
	Iteration 18Q: 3 clusters Score -1230897 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1230956.500000 Penalty: 4595.354980
	Iteration 19Q: 3 clusters Score -1230956 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1230993.625000 Penalty: 4595.354980
	Iteration 20F: 3 clusters Score -1230994 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1231021.875000 Penalty: 4595.354980
	Iteration 21Q: 3 clusters Score -1231022 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1231039.250000 Penalty: 4595.354980
	Iteration 22Q: 3 clusters Score -1231039 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1231063.875000 Penalty: 4595.354980
	Iteration 23Q: 3 clusters Score -1231064 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1231076.750000 Penalty: 4595.354980
	Iteration 24Q: 3 clusters Score -1231077 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1231083.750000 Penalty: 4595.354980
	Iteration 25Q: 3 clusters Score -1231084 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1231089.750000 Penalty: 4595.354980
	Iteration 26Q: 3 clusters Score -1231090 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1231099.625000 Penalty: 4595.354980
	Iteration 27Q: 3 clusters Score -1231100 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1231102.750000 Penalty: 4595.354980
	Iteration 28Q: 3 clusters Score -1231103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1231102.125000 Penalty: 4595.354980
	Iteration 29Q: 3 clusters Score -1231102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1231103.000000 Penalty: 4595.354980
	Iteration 30Q: 3 clusters Score -1231103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1231107.625000 Penalty: 4595.354980
	Iteration 31Q: 3 clusters Score -1231108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1231107.875000 Penalty: 4595.354980
	Iteration 32Q: 3 clusters Score -1231108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1231108.250000 Penalty: 4595.354980
	Iteration 33Q: 3 clusters Score -1231108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1231111.250000 Penalty: 4595.354980
	Iteration 34Q: 3 clusters Score -1231111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1231109.125000 Penalty: 4595.354980
	Iteration 35Q: 3 clusters Score -1231109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1231112.250000 Penalty: 4595.354980
	Iteration 36Q: 3 clusters Score -1231112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1231113.125000 Penalty: 4595.354980
	Iteration 37Q: 3 clusters Score -1231113 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1231115.000000 Penalty: 4595.354980
	Iteration 38Q: 3 clusters Score -1231115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1231115.250000 Penalty: 4595.354980
	Iteration 39Q: 3 clusters Score -1231115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1231116.875000 Penalty: 4595.354980
	Iteration 40F: 3 clusters Score -1231117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1231115.375000 Penalty: 4595.354980
	Iteration 41Q: 3 clusters Score -1231115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1231114.750000 Penalty: 4595.354980
	Iteration 42Q: 3 clusters Score -1231115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1231114.250000 Penalty: 4595.354980
	Iteration 43Q: 3 clusters Score -1231114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1231117.625000 Penalty: 4595.354980
	Iteration 44Q: 3 clusters Score -1231118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1231118.625000 Penalty: 4595.354980
	Iteration 45Q: 3 clusters Score -1231119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1231121.375000 Penalty: 4595.354980
	Iteration 46Q: 3 clusters Score -1231121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1231119.875000 Penalty: 4595.354980
	Iteration 47Q: 3 clusters Score -1231120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1231124.125000 Penalty: 4595.354980
	Iteration 48Q: 3 clusters Score -1231124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1231122.125000 Penalty: 4595.354980
	Iteration 49Q: 3 clusters Score -1231122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1231123.625000 Penalty: 4595.354980
	Iteration 50Q: 3 clusters Score -1231124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1231122.875000 Penalty: 4595.354980
	Iteration 51Q: 3 clusters Score -1231123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1231122.625000 Penalty: 4595.354980
	Iteration 52Q: 3 clusters Score -1231123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1231123.375000 Penalty: 4595.354980
	Iteration 53Q: 3 clusters Score -1231123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1231122.250000 Penalty: 4595.354980
	Iteration 54Q: 3 clusters Score -1231122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1231122.000000 Penalty: 4595.354980
	Iteration 55Q: 3 clusters Score -1231122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1231122.375000 Penalty: 4595.354980
	Iteration 56Q: 3 clusters Score -1231122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1231123.750000 Penalty: 4595.354980
	Iteration 57Q: 3 clusters Score -1231124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1231125.500000 Penalty: 4595.354980
	Iteration 58Q: 3 clusters Score -1231126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1231126.125000 Penalty: 4595.354980
	Iteration 59Q: 3 clusters Score -1231126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1231131.875000 Penalty: 4595.354980
	Iteration 60F: 3 clusters Score -1231132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1231133.000000 Penalty: 4595.354980
	Iteration 61Q: 3 clusters Score -1231133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1231132.375000 Penalty: 4595.354980
	Iteration 62Q: 3 clusters Score -1231132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1231136.875000 Penalty: 4595.354980
	Iteration 63Q: 3 clusters Score -1231137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1231136.875000 Penalty: 4595.354980
	Iteration 64Q: 3 clusters Score -1231137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1231138.125000 Penalty: 4595.354980
	Iteration 65Q: 3 clusters Score -1231138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1231139.125000 Penalty: 4595.354980
	Iteration 66Q: 3 clusters Score -1231139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1231145.000000 Penalty: 4595.354980
	Iteration 67Q: 3 clusters Score -1231145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1231146.000000 Penalty: 4595.354980
	Iteration 68Q: 3 clusters Score -1231146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1231146.875000 Penalty: 4595.354980
	Iteration 69Q: 3 clusters Score -1231147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1231149.875000 Penalty: 4595.354980
	Iteration 70Q: 3 clusters Score -1231150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1231151.625000 Penalty: 4595.354980
	Iteration 71Q: 3 clusters Score -1231152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1231152.250000 Penalty: 4595.354980
	Iteration 72Q: 3 clusters Score -1231152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1231153.500000 Penalty: 4595.354980
	Iteration 73Q: 3 clusters Score -1231154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1231154.625000 Penalty: 4595.354980
	Iteration 74Q: 3 clusters Score -1231155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1231156.250000 Penalty: 4595.354980
	Iteration 75Q: 3 clusters Score -1231156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1231158.625000 Penalty: 4595.354980
	Iteration 76Q: 3 clusters Score -1231159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1231156.375000 Penalty: 4595.354980
	Iteration 77Q: 3 clusters Score -1231156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1231157.125000 Penalty: 4595.354980
	Iteration 78Q: 3 clusters Score -1231157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1231157.125000 Penalty: 4595.354980
	Iteration 79F: 3 clusters Score -1231157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Entering Unmasked Estep 
Score: -67535.695312 Penalty: 1604.758301
	Iteration 0F: 2 clusters Score -67535.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -65847.093750 Penalty: 3209.516602
	Iteration 0F: 3 clusters Score -65847.09 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -66060.828125 Penalty: 3209.516602
	Iteration 1F: 3 clusters Score -66060.83 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -66211.007812 Penalty: 3209.516602
	Iteration 2F: 3 clusters Score -66211.01 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -66316.757812 Penalty: 3209.516602
	Iteration 3F: 3 clusters Score -66316.76 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -66417.875000 Penalty: 3209.516602
	Iteration 4Q: 3 clusters Score -66417.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -66475.914062 Penalty: 3209.516602
	Iteration 5Q: 3 clusters Score -66475.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -66523.882812 Penalty: 3209.516602
	Iteration 6Q: 3 clusters Score -66523.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -66558.203125 Penalty: 3209.516602
	Iteration 7Q: 3 clusters Score -66558.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -66639.539062 Penalty: 3209.516602
	Iteration 8Q: 3 clusters Score -66639.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -66796.023438 Penalty: 3209.516602
	Iteration 9Q: 3 clusters Score -66796.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -66944.000000 Penalty: 3209.516602
	Iteration 10Q: 3 clusters Score -66944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -66981.046875 Penalty: 3209.516602
	Iteration 11Q: 3 clusters Score -66981.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -66994.460938 Penalty: 3209.516602
	Iteration 12Q: 3 clusters Score -66994.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -67006.695312 Penalty: 3209.516602
	Iteration 13Q: 3 clusters Score -67006.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -67010.007812 Penalty: 3209.516602
	Iteration 14Q: 3 clusters Score -67010.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -67014.031250 Penalty: 3209.516602
	Iteration 15Q: 3 clusters Score -67014.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -67024.273438 Penalty: 3209.516602
	Iteration 16Q: 3 clusters Score -67024.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -67025.843750 Penalty: 3209.516602
	Iteration 17Q: 3 clusters Score -67025.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -67030.187500 Penalty: 3209.516602
	Iteration 18Q: 3 clusters Score -67030.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -67033.851562 Penalty: 3209.516602
	Iteration 19Q: 3 clusters Score -67033.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -67033.851562 Penalty: 3209.516602
	Iteration 20F: 3 clusters Score -67033.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (11018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Entering Unmasked Estep 
Score: -1267823.375000 Penalty: 2308.206787
	Iteration 0F: 2 clusters Score -1267823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1259515.250000 Penalty: 4616.413574
	Iteration 0F: 3 clusters Score -1259515 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1262116.500000 Penalty: 4616.413574
	Iteration 1F: 3 clusters Score -1262116 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1262564.875000 Penalty: 4616.413574
	Iteration 2F: 3 clusters Score -1262565 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1262904.250000 Penalty: 4616.413574
	Iteration 3F: 3 clusters Score -1262904 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1263197.750000 Penalty: 4616.413574
	Iteration 4F: 3 clusters Score -1263198 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1263476.875000 Penalty: 4616.413574
	Iteration 5Q: 3 clusters Score -1263477 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1263788.875000 Penalty: 4616.413574
	Iteration 6Q: 3 clusters Score -1263789 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1264105.375000 Penalty: 4616.413574
	Iteration 7Q: 3 clusters Score -1264105 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1264415.500000 Penalty: 4616.413574
	Iteration 8Q: 3 clusters Score -1264416 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1264677.500000 Penalty: 4616.413574
	Iteration 9Q: 3 clusters Score -1264678 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1264907.250000 Penalty: 4616.413574
	Iteration 10Q: 3 clusters Score -1264907 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1265079.125000 Penalty: 4616.413574
	Iteration 11Q: 3 clusters Score -1265079 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1265228.500000 Penalty: 4616.413574
	Iteration 12Q: 3 clusters Score -1265228 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1265363.000000 Penalty: 4616.413574
	Iteration 13Q: 3 clusters Score -1265363 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1265487.375000 Penalty: 4616.413574
	Iteration 14Q: 3 clusters Score -1265487 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1265596.875000 Penalty: 4616.413574
	Iteration 15Q: 3 clusters Score -1265597 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1265697.250000 Penalty: 4616.413574
	Iteration 16Q: 3 clusters Score -1265697 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1265790.625000 Penalty: 4616.413574
	Iteration 17Q: 3 clusters Score -1265791 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1265904.000000 Penalty: 4616.413574
	Iteration 18Q: 3 clusters Score -1265904 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1266031.500000 Penalty: 4616.413574
	Iteration 19Q: 3 clusters Score -1266032 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1266174.750000 Penalty: 4616.413574
	Iteration 20F: 3 clusters Score -1266175 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1266288.500000 Penalty: 4616.413574
	Iteration 21Q: 3 clusters Score -1266288 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1266410.250000 Penalty: 4616.413574
	Iteration 22Q: 3 clusters Score -1266410 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1266511.250000 Penalty: 4616.413574
	Iteration 23Q: 3 clusters Score -1266511 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1266617.125000 Penalty: 4616.413574
	Iteration 24Q: 3 clusters Score -1266617 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1266697.000000 Penalty: 4616.413574
	Iteration 25Q: 3 clusters Score -1266697 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1266781.375000 Penalty: 4616.413574
	Iteration 26Q: 3 clusters Score -1266781 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1266867.875000 Penalty: 4616.413574
	Iteration 27Q: 3 clusters Score -1266868 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1266966.125000 Penalty: 4616.413574
	Iteration 28Q: 3 clusters Score -1266966 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1267056.500000 Penalty: 4616.413574
	Iteration 29Q: 3 clusters Score -1267056 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1267110.875000 Penalty: 4616.413574
	Iteration 30Q: 3 clusters Score -1267111 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1267141.375000 Penalty: 4616.413574
	Iteration 31Q: 3 clusters Score -1267141 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1267170.875000 Penalty: 4616.413574
	Iteration 32Q: 3 clusters Score -1267171 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1267190.750000 Penalty: 4616.413574
	Iteration 33Q: 3 clusters Score -1267191 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1267202.625000 Penalty: 4616.413574
	Iteration 34Q: 3 clusters Score -1267203 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1267217.625000 Penalty: 4616.413574
	Iteration 35Q: 3 clusters Score -1267218 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1267224.750000 Penalty: 4616.413574
	Iteration 36Q: 3 clusters Score -1267225 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1267230.250000 Penalty: 4616.413574
	Iteration 37Q: 3 clusters Score -1267230 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1267234.625000 Penalty: 4616.413574
	Iteration 38Q: 3 clusters Score -1267235 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1267241.750000 Penalty: 4616.413574
	Iteration 39Q: 3 clusters Score -1267242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1267240.250000 Penalty: 4616.413574
	Iteration 40F: 3 clusters Score -1267240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1267246.125000 Penalty: 4616.413574
	Iteration 41Q: 3 clusters Score -1267246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1267249.750000 Penalty: 4616.413574
	Iteration 42Q: 3 clusters Score -1267250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1267248.250000 Penalty: 4616.413574
	Iteration 43Q: 3 clusters Score -1267248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1267247.375000 Penalty: 4616.413574
	Iteration 44Q: 3 clusters Score -1267247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1267247.000000 Penalty: 4616.413574
	Iteration 45Q: 3 clusters Score -1267247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1267249.125000 Penalty: 4616.413574
	Iteration 46Q: 3 clusters Score -1267249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1267251.500000 Penalty: 4616.413574
	Iteration 47Q: 3 clusters Score -1267252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1267252.625000 Penalty: 4616.413574
	Iteration 48Q: 3 clusters Score -1267253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1267255.250000 Penalty: 4616.413574
	Iteration 49Q: 3 clusters Score -1267255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1267257.750000 Penalty: 4616.413574
	Iteration 50Q: 3 clusters Score -1267258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1267257.875000 Penalty: 4616.413574
	Iteration 51Q: 3 clusters Score -1267258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1267255.375000 Penalty: 4616.413574
	Iteration 52Q: 3 clusters Score -1267255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1267258.375000 Penalty: 4616.413574
	Iteration 53Q: 3 clusters Score -1267258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1267259.125000 Penalty: 4616.413574
	Iteration 54Q: 3 clusters Score -1267259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1267260.875000 Penalty: 4616.413574
	Iteration 55Q: 3 clusters Score -1267261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1267262.125000 Penalty: 4616.413574
	Iteration 56Q: 3 clusters Score -1267262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1267261.750000 Penalty: 4616.413574
	Iteration 57Q: 3 clusters Score -1267262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1267261.000000 Penalty: 4616.413574
	Iteration 58Q: 3 clusters Score -1267261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1267261.000000 Penalty: 4616.413574
	Iteration 59F: 3 clusters Score -1267261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (82978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82978 members 
Entering Unmasked Estep 
Score: -10134233.000000 Penalty: 2808.930176
	Iteration 0F: 2 clusters Score -1.013423e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 41287 members 
Entering Unmasked Estep 
Score: -10078862.000000 Penalty: 5617.860352
	Iteration 0F: 3 clusters Score -1.007886e+07 nChanged 38821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44246 members 
Mstep: Class 2 contains 38732 members 
Entering Unmasked Estep 
Score: -10101078.000000 Penalty: 5617.860352
	Iteration 1F: 3 clusters Score -1.010108e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46047 members 
Mstep: Class 2 contains 36931 members 
Entering Unmasked Estep 
Score: -10102025.000000 Penalty: 5617.860352
	Iteration 2Q: 3 clusters Score -1.010202e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48767 members 
Mstep: Class 2 contains 34211 members 
Entering Unmasked Estep 
Score: -10103497.000000 Penalty: 5617.860352
	Iteration 3Q: 3 clusters Score -1.01035e+07 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52731 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -10105885.000000 Penalty: 5617.860352
	Iteration 4F: 3 clusters Score -1.010588e+07 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57948 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -10109637.000000 Penalty: 5617.860352
	Iteration 5F: 3 clusters Score -1.010964e+07 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64178 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -10114859.000000 Penalty: 5617.860352
	Iteration 6F: 3 clusters Score -1.011486e+07 nChanged 6532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70536 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -10120693.000000 Penalty: 5617.860352
	Iteration 7F: 3 clusters Score -1.012069e+07 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75815 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -10125575.000000 Penalty: 5617.860352
	Iteration 8F: 3 clusters Score -1.012558e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79310 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -10128730.000000 Penalty: 5617.860352
	Iteration 9Q: 3 clusters Score -1.012873e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81159 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -10130381.000000 Penalty: 5617.860352
	Iteration 10Q: 3 clusters Score -1.013038e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82039 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -10131077.000000 Penalty: 5617.860352
	Iteration 11Q: 3 clusters Score -1.013108e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82394 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -10131413.000000 Penalty: 5617.860352
	Iteration 12Q: 3 clusters Score -1.013141e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82545 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -10131538.000000 Penalty: 5617.860352
	Iteration 13Q: 3 clusters Score -1.013154e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82607 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -10131651.000000 Penalty: 5617.860352
	Iteration 14Q: 3 clusters Score -1.013165e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82641 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -10131705.000000 Penalty: 5617.860352
	Iteration 15Q: 3 clusters Score -1.01317e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82663 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -10131755.000000 Penalty: 5617.860352
	Iteration 16Q: 3 clusters Score -1.013176e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82670 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -10131773.000000 Penalty: 5617.860352
	Iteration 17Q: 3 clusters Score -1.013177e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82676 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -10131793.000000 Penalty: 5617.860352
	Iteration 18Q: 3 clusters Score -1.013179e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82681 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -10131789.000000 Penalty: 5617.860352
	Iteration 19Q: 3 clusters Score -1.013179e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82681 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -10131792.000000 Penalty: 5617.860352
	Iteration 20F: 3 clusters Score -1.013179e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82683 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -10131806.000000 Penalty: 5617.860352
	Iteration 21Q: 3 clusters Score -1.013181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82684 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -10131807.000000 Penalty: 5617.860352
	Iteration 22Q: 3 clusters Score -1.013181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82685 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -10131815.000000 Penalty: 5617.860352
	Iteration 23Q: 3 clusters Score -1.013182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82686 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -10131813.000000 Penalty: 5617.860352
	Iteration 24Q: 3 clusters Score -1.013181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82687 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -10131816.000000 Penalty: 5617.860352
	Iteration 25Q: 3 clusters Score -1.013182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82690 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -10131804.000000 Penalty: 5617.860352
	Iteration 26Q: 3 clusters Score -1.01318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82691 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -10131813.000000 Penalty: 5617.860352
	Iteration 27Q: 3 clusters Score -1.013181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82693 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -10131807.000000 Penalty: 5617.860352
	Iteration 28Q: 3 clusters Score -1.013181e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82693 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -10131807.000000 Penalty: 5617.860352
	Iteration 29F: 3 clusters Score -1.013181e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Entering Unmasked Estep 
Score: -67659.585938 Penalty: 1611.573975
	Iteration 0F: 2 clusters Score -67659.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -66005.781250 Penalty: 3223.147949
	Iteration 0F: 3 clusters Score -66005.78 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -66341.234375 Penalty: 3223.147949
	Iteration 1F: 3 clusters Score -66341.23 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -66482.257812 Penalty: 3223.147949
	Iteration 2F: 3 clusters Score -66482.26 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -66572.625000 Penalty: 3223.147949
	Iteration 3Q: 3 clusters Score -66572.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -66606.750000 Penalty: 3223.147949
	Iteration 4Q: 3 clusters Score -66606.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -66634.312500 Penalty: 3223.147949
	Iteration 5Q: 3 clusters Score -66634.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -66689.718750 Penalty: 3223.147949
	Iteration 6Q: 3 clusters Score -66689.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -66754.000000 Penalty: 3223.147949
	Iteration 7Q: 3 clusters Score -66754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -66823.773438 Penalty: 3223.147949
	Iteration 8Q: 3 clusters Score -66823.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -66876.484375 Penalty: 3223.147949
	Iteration 9Q: 3 clusters Score -66876.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -66934.382812 Penalty: 3223.147949
	Iteration 10Q: 3 clusters Score -66934.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -66976.929688 Penalty: 3223.147949
	Iteration 11Q: 3 clusters Score -66976.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -67025.992188 Penalty: 3223.147949
	Iteration 12Q: 3 clusters Score -67025.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -67077.695312 Penalty: 3223.147949
	Iteration 13Q: 3 clusters Score -67077.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -67116.000000 Penalty: 3223.147949
	Iteration 14Q: 3 clusters Score -67116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -67168.015625 Penalty: 3223.147949
	Iteration 15Q: 3 clusters Score -67168.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -67212.460938 Penalty: 3223.147949
	Iteration 16Q: 3 clusters Score -67212.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -67234.312500 Penalty: 3223.147949
	Iteration 17Q: 3 clusters Score -67234.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -67257.312500 Penalty: 3223.147949
	Iteration 18Q: 3 clusters Score -67257.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -67287.195312 Penalty: 3223.147949
	Iteration 19Q: 3 clusters Score -67287.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -67312.875000 Penalty: 3223.147949
	Iteration 20F: 3 clusters Score -67312.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -67333.171875 Penalty: 3223.147949
	Iteration 21Q: 3 clusters Score -67333.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -67351.109375 Penalty: 3223.147949
	Iteration 22Q: 3 clusters Score -67351.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -67363.320312 Penalty: 3223.147949
	Iteration 23Q: 3 clusters Score -67363.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -67382.562500 Penalty: 3223.147949
	Iteration 24Q: 3 clusters Score -67382.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -67396.484375 Penalty: 3223.147949
	Iteration 25Q: 3 clusters Score -67396.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -67401.726562 Penalty: 3223.147949
	Iteration 26Q: 3 clusters Score -67401.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -67403.984375 Penalty: 3223.147949
	Iteration 27Q: 3 clusters Score -67403.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -67403.984375 Penalty: 3223.147949
	Iteration 28F: 3 clusters Score -67403.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58625 members 
Mstep: Class 2 contains 150321 members 
Mstep: Class 3 contains 7354 members 
Mstep: Class 4 contains 181377 members 
Mstep: Class 5 contains 11375 members 
Mstep: Class 6 contains 518 members 
Mstep: Class 7 contains 31525 members 
Mstep: Class 8 contains 26997 members 
Mstep: Class 9 contains 196606 members 
Mstep: Class 10 contains 6885 members 
Mstep: Class 11 contains 38426 members 
Mstep: Class 12 contains 8994 members 
Mstep: Class 13 contains 10614 members 
Mstep: Class 14 contains 8040 members 
Mstep: Class 15 contains 8405 members 
Mstep: Class 16 contains 10545 members 
Mstep: Class 17 contains 69608 members 
Mstep: Class 19 contains 12381 members 
Mstep: Class 20 contains 2953 members 
Mstep: Class 21 contains 281117 members 
Mstep: Class 22 contains 41317 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282533 members 
Mstep: Class 25 contains 16020 members 
Mstep: Class 26 contains 21892 members 
Mstep: Class 27 contains 16558 members 
Mstep: Class 28 contains 10559 members 
Mstep: Class 29 contains 6422 members 
Mstep: Class 30 contains 37995 members 
Mstep: Class 31 contains 2919 members 
Mstep: Class 32 contains 10107 members 
Mstep: Class 33 contains 8067 members 
Mstep: Class 34 contains 221590 members 
Mstep: Class 35 contains 84639 members 
Mstep: Class 36 contains 10560 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 11018 members 
Mstep: Class 39 contains 82978 members 
Mstep: Class 40 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235466736.000000 Penalty: 140280.062500
Iteration 479Q: 40 clusters Score -2.354667e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58625 members 
Mstep: Class 2 contains 150301 members 
Mstep: Class 3 contains 7353 members 
Mstep: Class 4 contains 181380 members 
Mstep: Class 5 contains 11375 members 
Mstep: Class 6 contains 518 members 
Mstep: Class 7 contains 31526 members 
Mstep: Class 8 contains 27001 members 
Mstep: Class 9 contains 196621 members 
Mstep: Class 10 contains 6883 members 
Mstep: Class 11 contains 38423 members 
Mstep: Class 12 contains 8994 members 
Mstep: Class 13 contains 10614 members 
Mstep: Class 14 contains 8040 members 
Mstep: Class 15 contains 8405 members 
Mstep: Class 16 contains 10544 members 
Mstep: Class 17 contains 69605 members 
Mstep: Class 19 contains 12380 members 
Mstep: Class 20 contains 2953 members 
Mstep: Class 21 contains 281124 members 
Mstep: Class 22 contains 41321 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282529 members 
Mstep: Class 25 contains 16019 members 
Mstep: Class 26 contains 21892 members 
Mstep: Class 27 contains 16559 members 
Mstep: Class 28 contains 10561 members 
Mstep: Class 29 contains 6423 members 
Mstep: Class 30 contains 37992 members 
Mstep: Class 31 contains 2919 members 
Mstep: Class 32 contains 10108 members 
Mstep: Class 33 contains 8067 members 
Mstep: Class 34 contains 221587 members 
Mstep: Class 35 contains 84636 members 
Mstep: Class 36 contains 10560 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 11017 members 
Mstep: Class 39 contains 82985 members 
Mstep: Class 40 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235466864.000000 Penalty: 140280.062500
Iteration 480F: 40 clusters Score -2.354669e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58625 members 
Mstep: Class 2 contains 150294 members 
Mstep: Class 3 contains 7353 members 
Mstep: Class 4 contains 181385 members 
Mstep: Class 5 contains 11375 members 
Mstep: Class 6 contains 516 members 
Mstep: Class 7 contains 31526 members 
Mstep: Class 8 contains 27004 members 
Mstep: Class 9 contains 196628 members 
Mstep: Class 10 contains 6880 members 
Mstep: Class 11 contains 38421 members 
Mstep: Class 12 contains 8994 members 
Mstep: Class 13 contains 10614 members 
Mstep: Class 14 contains 8040 members 
Mstep: Class 15 contains 8405 members 
Mstep: Class 16 contains 10545 members 
Mstep: Class 17 contains 69601 members 
Mstep: Class 19 contains 12380 members 
Mstep: Class 20 contains 2953 members 
Mstep: Class 21 contains 281135 members 
Mstep: Class 22 contains 41320 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282527 members 
Mstep: Class 25 contains 16019 members 
Mstep: Class 26 contains 21893 members 
Mstep: Class 27 contains 16559 members 
Mstep: Class 28 contains 10560 members 
Mstep: Class 29 contains 6423 members 
Mstep: Class 30 contains 37993 members 
Mstep: Class 31 contains 2919 members 
Mstep: Class 32 contains 10109 members 
Mstep: Class 33 contains 8068 members 
Mstep: Class 34 contains 221578 members 
Mstep: Class 35 contains 84635 members 
Mstep: Class 36 contains 10560 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 11018 members 
Mstep: Class 39 contains 82983 members 
Mstep: Class 40 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235466880.000000 Penalty: 140280.062500
Iteration 481Q: 40 clusters Score -2.354669e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58626 members 
Mstep: Class 2 contains 150283 members 
Mstep: Class 3 contains 7353 members 
Mstep: Class 4 contains 181388 members 
Mstep: Class 5 contains 11375 members 
Mstep: Class 6 contains 513 members 
Mstep: Class 7 contains 31526 members 
Mstep: Class 8 contains 27010 members 
Mstep: Class 9 contains 196647 members 
Mstep: Class 10 contains 6881 members 
Mstep: Class 11 contains 38421 members 
Mstep: Class 12 contains 8994 members 
Mstep: Class 13 contains 10614 members 
Mstep: Class 14 contains 8040 members 
Mstep: Class 15 contains 8404 members 
Mstep: Class 16 contains 10543 members 
Mstep: Class 17 contains 69595 members 
Mstep: Class 19 contains 12381 members 
Mstep: Class 20 contains 2953 members 
Mstep: Class 21 contains 281160 members 
Mstep: Class 22 contains 41320 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282521 members 
Mstep: Class 25 contains 16018 members 
Mstep: Class 26 contains 21894 members 
Mstep: Class 27 contains 16559 members 
Mstep: Class 28 contains 10561 members 
Mstep: Class 29 contains 6424 members 
Mstep: Class 30 contains 37989 members 
Mstep: Class 31 contains 2919 members 
Mstep: Class 32 contains 10110 members 
Mstep: Class 33 contains 8068 members 
Mstep: Class 34 contains 221548 members 
Mstep: Class 35 contains 84631 members 
Mstep: Class 36 contains 10560 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 11018 members 
Mstep: Class 39 contains 82988 members 
Mstep: Class 40 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235467024.000000 Penalty: 140280.062500
Iteration 482Q: 40 clusters Score -2.35467e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58626 members 
Mstep: Class 2 contains 150278 members 
Mstep: Class 3 contains 7353 members 
Mstep: Class 4 contains 181390 members 
Mstep: Class 5 contains 11375 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 31526 members 
Mstep: Class 8 contains 27013 members 
Mstep: Class 9 contains 196666 members 
Mstep: Class 10 contains 6882 members 
Mstep: Class 11 contains 38418 members 
Mstep: Class 12 contains 8994 members 
Mstep: Class 13 contains 10615 members 
Mstep: Class 14 contains 8040 members 
Mstep: Class 15 contains 8404 members 
Mstep: Class 16 contains 10542 members 
Mstep: Class 17 contains 69590 members 
Mstep: Class 19 contains 12381 members 
Mstep: Class 20 contains 2953 members 
Mstep: Class 21 contains 281184 members 
Mstep: Class 22 contains 41320 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282518 members 
Mstep: Class 25 contains 16017 members 
Mstep: Class 26 contains 21894 members 
Mstep: Class 27 contains 16559 members 
Mstep: Class 28 contains 10561 members 
Mstep: Class 29 contains 6424 members 
Mstep: Class 30 contains 37988 members 
Mstep: Class 31 contains 2919 members 
Mstep: Class 32 contains 10110 members 
Mstep: Class 33 contains 8068 members 
Mstep: Class 34 contains 221517 members 
Mstep: Class 35 contains 84629 members 
Mstep: Class 36 contains 10560 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 11018 members 
Mstep: Class 39 contains 82990 members 
Mstep: Class 40 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235466976.000000 Penalty: 140280.062500
Iteration 483Q: 40 clusters Score -2.35467e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58626 members 
Mstep: Class 2 contains 150274 members 
Mstep: Class 3 contains 7353 members 
Mstep: Class 4 contains 181396 members 
Mstep: Class 5 contains 11375 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 31525 members 
Mstep: Class 8 contains 27015 members 
Mstep: Class 9 contains 196675 members 
Mstep: Class 10 contains 6882 members 
Mstep: Class 11 contains 38417 members 
Mstep: Class 12 contains 8994 members 
Mstep: Class 13 contains 10616 members 
Mstep: Class 14 contains 8040 members 
Mstep: Class 15 contains 8404 members 
Mstep: Class 16 contains 10541 members 
Mstep: Class 17 contains 69590 members 
Mstep: Class 19 contains 12381 members 
Mstep: Class 20 contains 2953 members 
Mstep: Class 21 contains 281215 members 
Mstep: Class 22 contains 41320 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282516 members 
Mstep: Class 25 contains 16015 members 
Mstep: Class 26 contains 21894 members 
Mstep: Class 27 contains 16559 members 
Mstep: Class 28 contains 10561 members 
Mstep: Class 29 contains 6425 members 
Mstep: Class 30 contains 37989 members 
Mstep: Class 31 contains 2919 members 
Mstep: Class 32 contains 10110 members 
Mstep: Class 33 contains 8067 members 
Mstep: Class 34 contains 221477 members 
Mstep: Class 35 contains 84626 members 
Mstep: Class 36 contains 10561 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 11019 members 
Mstep: Class 39 contains 82992 members 
Mstep: Class 40 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235466912.000000 Penalty: 140280.062500
Iteration 484Q: 40 clusters Score -2.354669e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58626 members 
Mstep: Class 2 contains 150271 members 
Mstep: Class 3 contains 7353 members 
Mstep: Class 4 contains 181393 members 
Mstep: Class 5 contains 11376 members 
Mstep: Class 6 contains 508 members 
Mstep: Class 7 contains 31525 members 
Mstep: Class 8 contains 27017 members 
Mstep: Class 9 contains 196678 members 
Mstep: Class 10 contains 6882 members 
Mstep: Class 11 contains 38416 members 
Mstep: Class 12 contains 8994 members 
Mstep: Class 13 contains 10616 members 
Mstep: Class 14 contains 8040 members 
Mstep: Class 15 contains 8404 members 
Mstep: Class 16 contains 10540 members 
Mstep: Class 17 contains 69589 members 
Mstep: Class 19 contains 12381 members 
Mstep: Class 20 contains 2953 members 
Mstep: Class 21 contains 281244 members 
Mstep: Class 22 contains 41321 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282514 members 
Mstep: Class 25 contains 16014 members 
Mstep: Class 26 contains 21895 members 
Mstep: Class 27 contains 16559 members 
Mstep: Class 28 contains 10561 members 
Mstep: Class 29 contains 6427 members 
Mstep: Class 30 contains 37988 members 
Mstep: Class 31 contains 2919 members 
Mstep: Class 32 contains 10110 members 
Mstep: Class 33 contains 8067 members 
Mstep: Class 34 contains 221454 members 
Mstep: Class 35 contains 84623 members 
Mstep: Class 36 contains 10563 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 11019 members 
Mstep: Class 39 contains 82990 members 
Mstep: Class 40 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235467040.000000 Penalty: 140280.062500
Iteration 485Q: 40 clusters Score -2.35467e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58626 members 
Mstep: Class 2 contains 150268 members 
Mstep: Class 3 contains 7353 members 
Mstep: Class 4 contains 181386 members 
Mstep: Class 5 contains 11376 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 31526 members 
Mstep: Class 8 contains 27020 members 
Mstep: Class 9 contains 196686 members 
Mstep: Class 10 contains 6882 members 
Mstep: Class 11 contains 38413 members 
Mstep: Class 12 contains 8994 members 
Mstep: Class 13 contains 10616 members 
Mstep: Class 14 contains 8040 members 
Mstep: Class 15 contains 8404 members 
Mstep: Class 16 contains 10539 members 
Mstep: Class 17 contains 69586 members 
Mstep: Class 19 contains 12380 members 
Mstep: Class 20 contains 2953 members 
Mstep: Class 21 contains 281255 members 
Mstep: Class 22 contains 41321 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282513 members 
Mstep: Class 25 contains 16013 members 
Mstep: Class 26 contains 21896 members 
Mstep: Class 27 contains 16559 members 
Mstep: Class 28 contains 10561 members 
Mstep: Class 29 contains 6431 members 
Mstep: Class 30 contains 37988 members 
Mstep: Class 31 contains 2919 members 
Mstep: Class 32 contains 10110 members 
Mstep: Class 33 contains 8067 members 
Mstep: Class 34 contains 221448 members 
Mstep: Class 35 contains 84620 members 
Mstep: Class 36 contains 10563 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 11019 members 
Mstep: Class 39 contains 82991 members 
Mstep: Class 40 contains 675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235466960.000000 Penalty: 140280.062500
Iteration 486Q: 40 clusters Score -2.35467e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58622 members 
Mstep: Class 2 contains 150265 members 
Mstep: Class 3 contains 7353 members 
Mstep: Class 4 contains 181388 members 
Mstep: Class 5 contains 11375 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 31526 members 
Mstep: Class 8 contains 27024 members 
Mstep: Class 9 contains 196696 members 
Mstep: Class 10 contains 6882 members 
Mstep: Class 11 contains 38414 members 
Mstep: Class 12 contains 8994 members 
Mstep: Class 13 contains 10616 members 
Mstep: Class 14 contains 8040 members 
Mstep: Class 15 contains 8404 members 
Mstep: Class 16 contains 10539 members 
Mstep: Class 17 contains 69586 members 
Mstep: Class 19 contains 12379 members 
Mstep: Class 20 contains 2953 members 
Mstep: Class 21 contains 281266 members 
Mstep: Class 22 contains 41322 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282512 members 
Mstep: Class 25 contains 16013 members 
Mstep: Class 26 contains 21897 members 
Mstep: Class 27 contains 16557 members 
Mstep: Class 28 contains 10561 members 
Mstep: Class 29 contains 6432 members 
Mstep: Class 30 contains 37986 members 
Mstep: Class 31 contains 2919 members 
Mstep: Class 32 contains 10110 members 
Mstep: Class 33 contains 8067 members 
Mstep: Class 34 contains 221436 members 
Mstep: Class 35 contains 84616 members 
Mstep: Class 36 contains 10563 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 11018 members 
Mstep: Class 39 contains 82991 members 
Mstep: Class 40 contains 675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235467024.000000 Penalty: 140280.062500
Iteration 487Q: 40 clusters Score -2.35467e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58621 members 
Mstep: Class 2 contains 150262 members 
Mstep: Class 3 contains 7353 members 
Mstep: Class 4 contains 181390 members 
Mstep: Class 5 contains 11375 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 31524 members 
Mstep: Class 8 contains 27028 members 
Mstep: Class 9 contains 196701 members 
Mstep: Class 10 contains 6882 members 
Mstep: Class 11 contains 38413 members 
Mstep: Class 12 contains 8994 members 
Mstep: Class 13 contains 10616 members 
Mstep: Class 14 contains 8040 members 
Mstep: Class 15 contains 8404 members 
Mstep: Class 16 contains 10539 members 
Mstep: Class 17 contains 69583 members 
Mstep: Class 19 contains 12378 members 
Mstep: Class 20 contains 2953 members 
Mstep: Class 21 contains 281277 members 
Mstep: Class 22 contains 41320 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282512 members 
Mstep: Class 25 contains 16012 members 
Mstep: Class 26 contains 21898 members 
Mstep: Class 27 contains 16557 members 
Mstep: Class 28 contains 10561 members 
Mstep: Class 29 contains 6433 members 
Mstep: Class 30 contains 37986 members 
Mstep: Class 31 contains 2919 members 
Mstep: Class 32 contains 10110 members 
Mstep: Class 33 contains 8067 members 
Mstep: Class 34 contains 221429 members 
Mstep: Class 35 contains 84614 members 
Mstep: Class 36 contains 10562 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 11017 members 
Mstep: Class 39 contains 82992 members 
Mstep: Class 40 contains 675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235467104.000000 Penalty: 140280.062500
Iteration 488Q: 40 clusters Score -2.354671e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58621 members 
Mstep: Class 2 contains 150259 members 
Mstep: Class 3 contains 7354 members 
Mstep: Class 4 contains 181390 members 
Mstep: Class 5 contains 11375 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 31524 members 
Mstep: Class 8 contains 27031 members 
Mstep: Class 9 contains 196710 members 
Mstep: Class 10 contains 6882 members 
Mstep: Class 11 contains 38414 members 
Mstep: Class 12 contains 8995 members 
Mstep: Class 13 contains 10616 members 
Mstep: Class 14 contains 8040 members 
Mstep: Class 15 contains 8404 members 
Mstep: Class 16 contains 10539 members 
Mstep: Class 17 contains 69582 members 
Mstep: Class 19 contains 12377 members 
Mstep: Class 20 contains 2953 members 
Mstep: Class 21 contains 281299 members 
Mstep: Class 22 contains 41320 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282512 members 
Mstep: Class 25 contains 16012 members 
Mstep: Class 26 contains 21898 members 
Mstep: Class 27 contains 16556 members 
Mstep: Class 28 contains 10561 members 
Mstep: Class 29 contains 6435 members 
Mstep: Class 30 contains 37985 members 
Mstep: Class 31 contains 2919 members 
Mstep: Class 32 contains 10110 members 
Mstep: Class 33 contains 8066 members 
Mstep: Class 34 contains 221404 members 
Mstep: Class 35 contains 84609 members 
Mstep: Class 36 contains 10562 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 11016 members 
Mstep: Class 39 contains 82992 members 
Mstep: Class 40 contains 675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235467008.000000 Penalty: 140280.062500
Iteration 489Q: 40 clusters Score -2.35467e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58620 members 
Mstep: Class 2 contains 150254 members 
Mstep: Class 3 contains 7353 members 
Mstep: Class 4 contains 181389 members 
Mstep: Class 5 contains 11375 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 31522 members 
Mstep: Class 8 contains 27034 members 
Mstep: Class 9 contains 196715 members 
Mstep: Class 10 contains 6882 members 
Mstep: Class 11 contains 38415 members 
Mstep: Class 12 contains 8994 members 
Mstep: Class 13 contains 10616 members 
Mstep: Class 14 contains 8040 members 
Mstep: Class 15 contains 8404 members 
Mstep: Class 16 contains 10540 members 
Mstep: Class 17 contains 69580 members 
Mstep: Class 19 contains 12378 members 
Mstep: Class 20 contains 2953 members 
Mstep: Class 21 contains 281321 members 
Mstep: Class 22 contains 41319 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282512 members 
Mstep: Class 25 contains 16011 members 
Mstep: Class 26 contains 21898 members 
Mstep: Class 27 contains 16555 members 
Mstep: Class 28 contains 10563 members 
Mstep: Class 29 contains 6436 members 
Mstep: Class 30 contains 37987 members 
Mstep: Class 31 contains 2919 members 
Mstep: Class 32 contains 10110 members 
Mstep: Class 33 contains 8066 members 
Mstep: Class 34 contains 221384 members 
Mstep: Class 35 contains 84607 members 
Mstep: Class 36 contains 10565 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 11015 members 
Mstep: Class 39 contains 82990 members 
Mstep: Class 40 contains 675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235466960.000000 Penalty: 140280.062500
Iteration 490Q: 40 clusters Score -2.35467e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58620 members 
Mstep: Class 2 contains 150250 members 
Mstep: Class 3 contains 7353 members 
Mstep: Class 4 contains 181389 members 
Mstep: Class 5 contains 11375 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 31520 members 
Mstep: Class 8 contains 27037 members 
Mstep: Class 9 contains 196718 members 
Mstep: Class 10 contains 6882 members 
Mstep: Class 11 contains 38414 members 
Mstep: Class 12 contains 8994 members 
Mstep: Class 13 contains 10615 members 
Mstep: Class 14 contains 8040 members 
Mstep: Class 15 contains 8404 members 
Mstep: Class 16 contains 10540 members 
Mstep: Class 17 contains 69579 members 
Mstep: Class 19 contains 12379 members 
Mstep: Class 20 contains 2953 members 
Mstep: Class 21 contains 281333 members 
Mstep: Class 22 contains 41319 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282517 members 
Mstep: Class 25 contains 16011 members 
Mstep: Class 26 contains 21898 members 
Mstep: Class 27 contains 16555 members 
Mstep: Class 28 contains 10564 members 
Mstep: Class 29 contains 6435 members 
Mstep: Class 30 contains 37988 members 
Mstep: Class 31 contains 2919 members 
Mstep: Class 32 contains 10110 members 
Mstep: Class 33 contains 8066 members 
Mstep: Class 34 contains 221369 members 
Mstep: Class 35 contains 84607 members 
Mstep: Class 36 contains 10566 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 11015 members 
Mstep: Class 39 contains 82988 members 
Mstep: Class 40 contains 675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235467120.000000 Penalty: 140280.062500
Iteration 491Q: 40 clusters Score -2.354671e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58620 members 
Mstep: Class 2 contains 150245 members 
Mstep: Class 3 contains 7353 members 
Mstep: Class 4 contains 181387 members 
Mstep: Class 5 contains 11375 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 31520 members 
Mstep: Class 8 contains 27042 members 
Mstep: Class 9 contains 196724 members 
Mstep: Class 10 contains 6882 members 
Mstep: Class 11 contains 38411 members 
Mstep: Class 12 contains 8994 members 
Mstep: Class 13 contains 10616 members 
Mstep: Class 14 contains 8040 members 
Mstep: Class 15 contains 8404 members 
Mstep: Class 16 contains 10541 members 
Mstep: Class 17 contains 69577 members 
Mstep: Class 19 contains 12379 members 
Mstep: Class 20 contains 2953 members 
Mstep: Class 21 contains 281354 members 
Mstep: Class 22 contains 41317 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282518 members 
Mstep: Class 25 contains 16011 members 
Mstep: Class 26 contains 21898 members 
Mstep: Class 27 contains 16555 members 
Mstep: Class 28 contains 10566 members 
Mstep: Class 29 contains 6435 members 
Mstep: Class 30 contains 37987 members 
Mstep: Class 31 contains 2920 members 
Mstep: Class 32 contains 10110 members 
Mstep: Class 33 contains 8066 members 
Mstep: Class 34 contains 221344 members 
Mstep: Class 35 contains 84606 members 
Mstep: Class 36 contains 10567 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 11015 members 
Mstep: Class 39 contains 82990 members 
Mstep: Class 40 contains 675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235467072.000000 Penalty: 140280.062500
Iteration 492Q: 40 clusters Score -2.354671e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58620 members 
Mstep: Class 2 contains 150241 members 
Mstep: Class 3 contains 7353 members 
Mstep: Class 4 contains 181387 members 
Mstep: Class 5 contains 11375 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 31520 members 
Mstep: Class 8 contains 27049 members 
Mstep: Class 9 contains 196725 members 
Mstep: Class 10 contains 6882 members 
Mstep: Class 11 contains 38411 members 
Mstep: Class 12 contains 8994 members 
Mstep: Class 13 contains 10617 members 
Mstep: Class 14 contains 8040 members 
Mstep: Class 15 contains 8403 members 
Mstep: Class 16 contains 10542 members 
Mstep: Class 17 contains 69576 members 
Mstep: Class 19 contains 12378 members 
Mstep: Class 20 contains 2953 members 
Mstep: Class 21 contains 281376 members 
Mstep: Class 22 contains 41315 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282517 members 
Mstep: Class 25 contains 16011 members 
Mstep: Class 26 contains 21898 members 
Mstep: Class 27 contains 16555 members 
Mstep: Class 28 contains 10567 members 
Mstep: Class 29 contains 6435 members 
Mstep: Class 30 contains 37987 members 
Mstep: Class 31 contains 2920 members 
Mstep: Class 32 contains 10110 members 
Mstep: Class 33 contains 8066 members 
Mstep: Class 34 contains 221324 members 
Mstep: Class 35 contains 84604 members 
Mstep: Class 36 contains 10568 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 11015 members 
Mstep: Class 39 contains 82988 members 
Mstep: Class 40 contains 675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235467120.000000 Penalty: 140280.062500
Iteration 493Q: 40 clusters Score -2.354671e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58620 members 
Mstep: Class 2 contains 150238 members 
Mstep: Class 3 contains 7353 members 
Mstep: Class 4 contains 181391 members 
Mstep: Class 5 contains 11375 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 31520 members 
Mstep: Class 8 contains 27057 members 
Mstep: Class 9 contains 196731 members 
Mstep: Class 10 contains 6882 members 
Mstep: Class 11 contains 38408 members 
Mstep: Class 12 contains 8994 members 
Mstep: Class 13 contains 10617 members 
Mstep: Class 14 contains 8040 members 
Mstep: Class 15 contains 8403 members 
Mstep: Class 16 contains 10542 members 
Mstep: Class 17 contains 69571 members 
Mstep: Class 19 contains 12378 members 
Mstep: Class 20 contains 2953 members 
Mstep: Class 21 contains 281384 members 
Mstep: Class 22 contains 41313 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282518 members 
Mstep: Class 25 contains 16011 members 
Mstep: Class 26 contains 21898 members 
Mstep: Class 27 contains 16555 members 
Mstep: Class 28 contains 10567 members 
Mstep: Class 29 contains 6435 members 
Mstep: Class 30 contains 37986 members 
Mstep: Class 31 contains 2920 members 
Mstep: Class 32 contains 10110 members 
Mstep: Class 33 contains 8066 members 
Mstep: Class 34 contains 221313 members 
Mstep: Class 35 contains 84602 members 
Mstep: Class 36 contains 10569 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 11015 members 
Mstep: Class 39 contains 82987 members 
Mstep: Class 40 contains 675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235467008.000000 Penalty: 140280.062500
Iteration 494Q: 40 clusters Score -2.35467e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58618 members 
Mstep: Class 2 contains 150236 members 
Mstep: Class 3 contains 7353 members 
Mstep: Class 4 contains 181395 members 
Mstep: Class 5 contains 11375 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 31518 members 
Mstep: Class 8 contains 27061 members 
Mstep: Class 9 contains 196739 members 
Mstep: Class 10 contains 6882 members 
Mstep: Class 11 contains 38405 members 
Mstep: Class 12 contains 8994 members 
Mstep: Class 13 contains 10617 members 
Mstep: Class 14 contains 8040 members 
Mstep: Class 15 contains 8403 members 
Mstep: Class 16 contains 10543 members 
Mstep: Class 17 contains 69572 members 
Mstep: Class 19 contains 12378 members 
Mstep: Class 20 contains 2953 members 
Mstep: Class 21 contains 281392 members 
Mstep: Class 22 contains 41311 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282518 members 
Mstep: Class 25 contains 16011 members 
Mstep: Class 26 contains 21898 members 
Mstep: Class 27 contains 16555 members 
Mstep: Class 28 contains 10567 members 
Mstep: Class 29 contains 6435 members 
Mstep: Class 30 contains 37989 members 
Mstep: Class 31 contains 2920 members 
Mstep: Class 32 contains 10110 members 
Mstep: Class 33 contains 8066 members 
Mstep: Class 34 contains 221297 members 
Mstep: Class 35 contains 84600 members 
Mstep: Class 36 contains 10570 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 11015 members 
Mstep: Class 39 contains 82986 members 
Mstep: Class 40 contains 675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235466912.000000 Penalty: 140280.062500
Iteration 495Q: 40 clusters Score -2.354669e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58615 members 
Mstep: Class 2 contains 150234 members 
Mstep: Class 3 contains 7353 members 
Mstep: Class 4 contains 181396 members 
Mstep: Class 5 contains 11374 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 31517 members 
Mstep: Class 8 contains 27070 members 
Mstep: Class 9 contains 196746 members 
Mstep: Class 10 contains 6882 members 
Mstep: Class 11 contains 38404 members 
Mstep: Class 12 contains 8994 members 
Mstep: Class 13 contains 10617 members 
Mstep: Class 14 contains 8040 members 
Mstep: Class 15 contains 8403 members 
Mstep: Class 16 contains 10542 members 
Mstep: Class 17 contains 69574 members 
Mstep: Class 19 contains 12378 members 
Mstep: Class 20 contains 2953 members 
Mstep: Class 21 contains 281397 members 
Mstep: Class 22 contains 41310 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282515 members 
Mstep: Class 25 contains 16011 members 
Mstep: Class 26 contains 21898 members 
Mstep: Class 27 contains 16553 members 
Mstep: Class 28 contains 10567 members 
Mstep: Class 29 contains 6435 members 
Mstep: Class 30 contains 37990 members 
Mstep: Class 31 contains 2920 members 
Mstep: Class 32 contains 10110 members 
Mstep: Class 33 contains 8066 members 
Mstep: Class 34 contains 221289 members 
Mstep: Class 35 contains 84598 members 
Mstep: Class 36 contains 10570 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 11015 members 
Mstep: Class 39 contains 82986 members 
Mstep: Class 40 contains 675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235466960.000000 Penalty: 140280.062500
Iteration 496Q: 40 clusters Score -2.35467e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58615 members 
Mstep: Class 2 contains 150233 members 
Mstep: Class 3 contains 7352 members 
Mstep: Class 4 contains 181395 members 
Mstep: Class 5 contains 11375 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 31517 members 
Mstep: Class 8 contains 27073 members 
Mstep: Class 9 contains 196752 members 
Mstep: Class 10 contains 6882 members 
Mstep: Class 11 contains 38405 members 
Mstep: Class 12 contains 8994 members 
Mstep: Class 13 contains 10617 members 
Mstep: Class 14 contains 8039 members 
Mstep: Class 15 contains 8403 members 
Mstep: Class 16 contains 10542 members 
Mstep: Class 17 contains 69572 members 
Mstep: Class 19 contains 12378 members 
Mstep: Class 20 contains 2953 members 
Mstep: Class 21 contains 281405 members 
Mstep: Class 22 contains 41311 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282513 members 
Mstep: Class 25 contains 16011 members 
Mstep: Class 26 contains 21898 members 
Mstep: Class 27 contains 16553 members 
Mstep: Class 28 contains 10568 members 
Mstep: Class 29 contains 6435 members 
Mstep: Class 30 contains 37988 members 
Mstep: Class 31 contains 2920 members 
Mstep: Class 32 contains 10110 members 
Mstep: Class 33 contains 8067 members 
Mstep: Class 34 contains 221279 members 
Mstep: Class 35 contains 84598 members 
Mstep: Class 36 contains 10570 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 11015 members 
Mstep: Class 39 contains 82984 members 
Mstep: Class 40 contains 675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235466880.000000 Penalty: 140280.062500
Iteration 497Q: 40 clusters Score -2.354669e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58615 members 
Mstep: Class 2 contains 150232 members 
Mstep: Class 3 contains 7352 members 
Mstep: Class 4 contains 181393 members 
Mstep: Class 5 contains 11375 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 31517 members 
Mstep: Class 8 contains 27075 members 
Mstep: Class 9 contains 196755 members 
Mstep: Class 10 contains 6882 members 
Mstep: Class 11 contains 38409 members 
Mstep: Class 12 contains 8994 members 
Mstep: Class 13 contains 10617 members 
Mstep: Class 14 contains 8039 members 
Mstep: Class 15 contains 8403 members 
Mstep: Class 16 contains 10542 members 
Mstep: Class 17 contains 69570 members 
Mstep: Class 19 contains 12379 members 
Mstep: Class 20 contains 2953 members 
Mstep: Class 21 contains 281410 members 
Mstep: Class 22 contains 41311 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282511 members 
Mstep: Class 25 contains 16012 members 
Mstep: Class 26 contains 21898 members 
Mstep: Class 27 contains 16554 members 
Mstep: Class 28 contains 10568 members 
Mstep: Class 29 contains 6435 members 
Mstep: Class 30 contains 37989 members 
Mstep: Class 31 contains 2920 members 
Mstep: Class 32 contains 10110 members 
Mstep: Class 33 contains 8068 members 
Mstep: Class 34 contains 221270 members 
Mstep: Class 35 contains 84597 members 
Mstep: Class 36 contains 10570 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 11013 members 
Mstep: Class 39 contains 82984 members 
Mstep: Class 40 contains 675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235466880.000000 Penalty: 140280.062500
Iteration 498Q: 40 clusters Score -2.354669e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58615 members 
Mstep: Class 2 contains 150231 members 
Mstep: Class 3 contains 7352 members 
Mstep: Class 4 contains 181395 members 
Mstep: Class 5 contains 11375 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 31517 members 
Mstep: Class 8 contains 27076 members 
Mstep: Class 9 contains 196758 members 
Mstep: Class 10 contains 6882 members 
Mstep: Class 11 contains 38408 members 
Mstep: Class 12 contains 8994 members 
Mstep: Class 13 contains 10617 members 
Mstep: Class 14 contains 8039 members 
Mstep: Class 15 contains 8403 members 
Mstep: Class 16 contains 10542 members 
Mstep: Class 17 contains 69569 members 
Mstep: Class 19 contains 12379 members 
Mstep: Class 20 contains 2953 members 
Mstep: Class 21 contains 281412 members 
Mstep: Class 22 contains 41312 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282510 members 
Mstep: Class 25 contains 16012 members 
Mstep: Class 26 contains 21898 members 
Mstep: Class 27 contains 16554 members 
Mstep: Class 28 contains 10568 members 
Mstep: Class 29 contains 6435 members 
Mstep: Class 30 contains 37989 members 
Mstep: Class 31 contains 2920 members 
Mstep: Class 32 contains 10110 members 
Mstep: Class 33 contains 8068 members 
Mstep: Class 34 contains 221266 members 
Mstep: Class 35 contains 84597 members 
Mstep: Class 36 contains 10570 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 11013 members 
Mstep: Class 39 contains 82983 members 
Mstep: Class 40 contains 675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235466928.000000 Penalty: 140280.062500
Iteration 499Q: 40 clusters Score -2.354669e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58615 members 
Mstep: Class 2 contains 150229 members 
Mstep: Class 3 contains 7352 members 
Mstep: Class 4 contains 181396 members 
Mstep: Class 5 contains 11375 members 
Mstep: Class 6 contains 507 members 
Mstep: Class 7 contains 31517 members 
Mstep: Class 8 contains 27078 members 
Mstep: Class 9 contains 196762 members 
Mstep: Class 10 contains 6882 members 
Mstep: Class 11 contains 38407 members 
Mstep: Class 12 contains 8994 members 
Mstep: Class 13 contains 10617 members 
Mstep: Class 14 contains 8039 members 
Mstep: Class 15 contains 8403 members 
Mstep: Class 16 contains 10542 members 
Mstep: Class 17 contains 69566 members 
Mstep: Class 19 contains 12380 members 
Mstep: Class 20 contains 2953 members 
Mstep: Class 21 contains 281411 members 
Mstep: Class 22 contains 41312 members 
Mstep: Class 23 contains 994 members 
Mstep: Class 24 contains 282510 members 
Mstep: Class 25 contains 16012 members 
Mstep: Class 26 contains 21898 members 
Mstep: Class 27 contains 16554 members 
Mstep: Class 28 contains 10568 members 
Mstep: Class 29 contains 6435 members 
Mstep: Class 30 contains 37990 members 
Mstep: Class 31 contains 2920 members 
Mstep: Class 32 contains 10109 members 
Mstep: Class 33 contains 8068 members 
Mstep: Class 34 contains 221264 members 
Mstep: Class 35 contains 84596 members 
Mstep: Class 36 contains 10570 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 11013 members 
Mstep: Class 39 contains 82985 members 
Mstep: Class 40 contains 675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235466832.000000 Penalty: 140280.062500
Iteration 500F: 40 clusters Score -2.354668e+08 nChanged 33
Maximum iterations exceeded
--- Evaluating fit on full set of 5970496 points ---
Entering Unmasked Estep 
Score: -733895360.000000 Penalty: 150905.843750
23->40 Clusters: Score -733895360.000000, best is -733954368.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 1990165 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86442 members 
Mstep: Class 2 contains 86272 members 
Mstep: Class 3 contains 86928 members 
Mstep: Class 4 contains 86464 members 
Mstep: Class 5 contains 86499 members 
Mstep: Class 6 contains 86347 members 
Mstep: Class 7 contains 86294 members 
Mstep: Class 8 contains 86584 members 
Mstep: Class 9 contains 87151 members 
Mstep: Class 10 contains 86411 members 
Mstep: Class 11 contains 86602 members 
Mstep: Class 12 contains 86795 members 
Mstep: Class 13 contains 86971 members 
Mstep: Class 14 contains 86280 members 
Mstep: Class 15 contains 86214 members 
Mstep: Class 16 contains 86377 members 
Mstep: Class 17 contains 86732 members 
Mstep: Class 18 contains 86575 members 
Mstep: Class 19 contains 86995 members 
Mstep: Class 20 contains 86162 members 
Mstep: Class 21 contains 85928 members 
Mstep: Class 22 contains 86178 members 
Mstep: Class 23 contains 86964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 558.175110 but Gain 3596.929688
Score: -223972960.000000 Penalty: 79132.335938
Iteration 0F: 23 clusters Score -2.23973e+08 nChanged 1898168
Entering Unmasked Mstep 
Mstep: Class 0 contains 2633 members 
Mstep: Class 1 contains 46397 members 
Mstep: Class 2 contains 21900 members 
Mstep: Class 3 contains 192830 members 
Mstep: Class 4 contains 63407 members 
Mstep: Class 5 contains 37236 members 
Mstep: Class 6 contains 30094 members 
Mstep: Class 7 contains 49862 members 
Mstep: Class 8 contains 62029 members 
Mstep: Class 9 contains 37089 members 
Mstep: Class 10 contains 45158 members 
Mstep: Class 11 contains 107083 members 
Mstep: Class 12 contains 66510 members 
Mstep: Class 13 contains 515183 members 
Mstep: Class 14 contains 167768 members 
Mstep: Class 15 contains 175186 members 
Mstep: Class 17 contains 26688 members 
Mstep: Class 18 contains 137767 members 
Mstep: Class 19 contains 36334 members 
Mstep: Class 20 contains 20945 members 
Mstep: Class 21 contains 61240 members 
Mstep: Class 22 contains 49707 members 
Mstep: Class 23 contains 37119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -230973008.000000 Penalty: 79132.335938
Iteration 1F: 23 clusters Score -2.30973e+08 nChanged 760439
Entering Unmasked Mstep 
Mstep: Class 0 contains 2401 members 
Mstep: Class 1 contains 45570 members 
Mstep: Class 2 contains 13003 members 
Mstep: Class 3 contains 234545 members 
Mstep: Class 4 contains 50933 members 
Mstep: Class 5 contains 41479 members 
Mstep: Class 6 contains 24153 members 
Mstep: Class 7 contains 28455 members 
Mstep: Class 8 contains 55101 members 
Mstep: Class 9 contains 43176 members 
Mstep: Class 10 contains 38086 members 
Mstep: Class 11 contains 97521 members 
Mstep: Class 12 contains 57049 members 
Mstep: Class 13 contains 595817 members 
Mstep: Class 14 contains 145533 members 
Mstep: Class 15 contains 207568 members 
Mstep: Class 17 contains 19924 members 
Mstep: Class 18 contains 134060 members 
Mstep: Class 19 contains 25275 members 
Mstep: Class 20 contains 14398 members 
Mstep: Class 21 contains 35024 members 
Mstep: Class 22 contains 60723 members 
Mstep: Class 23 contains 20371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -232344416.000000 Penalty: 79132.335938
Iteration 2F: 23 clusters Score -2.323444e+08 nChanged 520780
Entering Unmasked Mstep 
Mstep: Class 0 contains 2367 members 
Mstep: Class 1 contains 59172 members 
Mstep: Class 2 contains 13642 members 
Mstep: Class 3 contains 276885 members 
Mstep: Class 4 contains 39600 members 
Mstep: Class 5 contains 57208 members 
Mstep: Class 6 contains 20718 members 
Mstep: Class 7 contains 17532 members 
Mstep: Class 8 contains 46062 members 
Mstep: Class 9 contains 60014 members 
Mstep: Class 10 contains 34157 members 
Mstep: Class 11 contains 87826 members 
Mstep: Class 12 contains 53285 members 
Mstep: Class 13 contains 535731 members 
Mstep: Class 14 contains 137214 members 
Mstep: Class 15 contains 241780 members 
Mstep: Class 17 contains 20356 members 
Mstep: Class 18 contains 140508 members 
Mstep: Class 19 contains 18874 members 
Mstep: Class 20 contains 9711 members 
Mstep: Class 21 contains 18740 members 
Mstep: Class 22 contains 87993 members 
Mstep: Class 23 contains 10790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233302176.000000 Penalty: 79132.335938
Iteration 3F: 23 clusters Score -2.333022e+08 nChanged 398855
Entering Unmasked Mstep 
Mstep: Class 0 contains 2091 members 
Mstep: Class 1 contains 71371 members 
Mstep: Class 2 contains 16869 members 
Mstep: Class 3 contains 313841 members 
Mstep: Class 4 contains 30396 members 
Mstep: Class 5 contains 85421 members 
Mstep: Class 6 contains 17092 members 
Mstep: Class 7 contains 10806 members 
Mstep: Class 8 contains 35319 members 
Mstep: Class 9 contains 73269 members 
Mstep: Class 10 contains 26881 members 
Mstep: Class 11 contains 83207 members 
Mstep: Class 12 contains 45176 members 
Mstep: Class 13 contains 451301 members 
Mstep: Class 14 contains 129560 members 
Mstep: Class 15 contains 262942 members 
Mstep: Class 17 contains 22902 members 
Mstep: Class 18 contains 150910 members 
Mstep: Class 19 contains 14199 members 
Mstep: Class 20 contains 7663 members 
Mstep: Class 21 contains 11825 members 
Mstep: Class 22 contains 121604 members 
Mstep: Class 23 contains 5520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -233902480.000000 Penalty: 79132.335938
Iteration 4F: 23 clusters Score -2.339025e+08 nChanged 293144
Entering Unmasked Mstep 
Mstep: Class 0 contains 1820 members 
Mstep: Class 1 contains 79909 members 
Mstep: Class 2 contains 17350 members 
Mstep: Class 3 contains 343712 members 
Mstep: Class 4 contains 23028 members 
Mstep: Class 5 contains 112098 members 
Mstep: Class 6 contains 14424 members 
Mstep: Class 7 contains 6939 members 
Mstep: Class 8 contains 27102 members 
Mstep: Class 9 contains 79444 members 
Mstep: Class 10 contains 18278 members 
Mstep: Class 11 contains 80595 members 
Mstep: Class 12 contains 33976 members 
Mstep: Class 13 contains 384496 members 
Mstep: Class 14 contains 123717 members 
Mstep: Class 15 contains 271590 members 
Mstep: Class 17 contains 23164 members 
Mstep: Class 18 contains 163413 members 
Mstep: Class 19 contains 11638 members 
Mstep: Class 20 contains 8084 members 
Mstep: Class 21 contains 10564 members 
Mstep: Class 22 contains 151046 members 
Mstep: Class 23 contains 3778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234248368.000000 Penalty: 79132.335938
Iteration 5F: 23 clusters Score -2.342484e+08 nChanged 216509
Entering Unmasked Mstep 
Mstep: Class 0 contains 1259 members 
Mstep: Class 1 contains 86487 members 
Mstep: Class 2 contains 15043 members 
Mstep: Class 3 contains 365088 members 
Mstep: Class 4 contains 18923 members 
Mstep: Class 5 contains 133259 members 
Mstep: Class 6 contains 12871 members 
Mstep: Class 7 contains 5044 members 
Mstep: Class 8 contains 21763 members 
Mstep: Class 9 contains 81750 members 
Mstep: Class 10 contains 11621 members 
Mstep: Class 11 contains 79255 members 
Mstep: Class 12 contains 24845 members 
Mstep: Class 13 contains 338444 members 
Mstep: Class 14 contains 119227 members 
Mstep: Class 15 contains 271939 members 
Mstep: Class 17 contains 20225 members 
Mstep: Class 18 contains 175602 members 
Mstep: Class 19 contains 10423 members 
Mstep: Class 20 contains 9349 members 
Mstep: Class 21 contains 10913 members 
Mstep: Class 22 contains 172952 members 
Mstep: Class 23 contains 3883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234482192.000000 Penalty: 79132.335938
Iteration 6F: 23 clusters Score -2.344822e+08 nChanged 176867
Entering Unmasked Mstep 
Mstep: Class 0 contains 637 members 
Mstep: Class 1 contains 92422 members 
Mstep: Class 2 contains 10702 members 
Mstep: Class 3 contains 379755 members 
Mstep: Class 4 contains 17590 members 
Mstep: Class 5 contains 150906 members 
Mstep: Class 6 contains 12246 members 
Mstep: Class 7 contains 4195 members 
Mstep: Class 8 contains 18495 members 
Mstep: Class 9 contains 82429 members 
Mstep: Class 10 contains 7610 members 
Mstep: Class 11 contains 78346 members 
Mstep: Class 12 contains 18792 members 
Mstep: Class 13 contains 306041 members 
Mstep: Class 14 contains 115691 members 
Mstep: Class 15 contains 267827 members 
Mstep: Class 17 contains 15631 members 
Mstep: Class 18 contains 185254 members 
Mstep: Class 19 contains 10168 members 
Mstep: Class 20 contains 10632 members 
Mstep: Class 21 contains 11559 members 
Mstep: Class 22 contains 188382 members 
Mstep: Class 23 contains 4855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234634880.000000 Penalty: 79132.335938
Iteration 7F: 23 clusters Score -2.346349e+08 nChanged 144620
Entering Unmasked Mstep 
Mstep: Class 0 contains 266 members 
Mstep: Class 1 contains 98222 members 
Mstep: Class 2 contains 6555 members 
Mstep: Class 3 contains 387305 members 
Mstep: Class 4 contains 17585 members 
Mstep: Class 5 contains 166084 members 
Mstep: Class 6 contains 12227 members 
Mstep: Class 7 contains 3870 members 
Mstep: Class 8 contains 16716 members 
Mstep: Class 9 contains 82419 members 
Mstep: Class 10 contains 5468 members 
Mstep: Class 11 contains 77427 members 
Mstep: Class 12 contains 15124 members 
Mstep: Class 13 contains 282825 members 
Mstep: Class 14 contains 112363 members 
Mstep: Class 15 contains 261853 members 
Mstep: Class 17 contains 11211 members 
Mstep: Class 18 contains 192018 members 
Mstep: Class 19 contains 10182 members 
Mstep: Class 20 contains 11584 members 
Mstep: Class 21 contains 12591 members 
Mstep: Class 22 contains 200198 members 
Mstep: Class 23 contains 6072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234762976.000000 Penalty: 79132.335938
Iteration 8F: 23 clusters Score -2.34763e+08 nChanged 119161
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 103599 members 
Mstep: Class 2 contains 4185 members 
Mstep: Class 3 contains 390535 members 
Mstep: Class 4 contains 18107 members 
Mstep: Class 5 contains 177805 members 
Mstep: Class 6 contains 12665 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 15904 members 
Mstep: Class 9 contains 81982 members 
Mstep: Class 10 contains 4279 members 
Mstep: Class 11 contains 76046 members 
Mstep: Class 12 contains 12990 members 
Mstep: Class 13 contains 266483 members 
Mstep: Class 14 contains 107555 members 
Mstep: Class 15 contains 254404 members 
Mstep: Class 17 contains 7970 members 
Mstep: Class 18 contains 196688 members 
Mstep: Class 19 contains 10213 members 
Mstep: Class 20 contains 12177 members 
Mstep: Class 21 contains 13688 members 
Mstep: Class 22 contains 211706 members 
Mstep: Class 23 contains 7217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234852448.000000 Penalty: 79132.335938
Iteration 9F: 23 clusters Score -2.348524e+08 nChanged 98439
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 108676 members 
Mstep: Class 2 contains 3192 members 
Mstep: Class 3 contains 391917 members 
Mstep: Class 4 contains 18889 members 
Mstep: Class 5 contains 184865 members 
Mstep: Class 6 contains 13591 members 
Mstep: Class 7 contains 3923 members 
Mstep: Class 8 contains 15446 members 
Mstep: Class 9 contains 81423 members 
Mstep: Class 10 contains 3825 members 
Mstep: Class 11 contains 74169 members 
Mstep: Class 12 contains 11915 members 
Mstep: Class 13 contains 255275 members 
Mstep: Class 14 contains 102179 members 
Mstep: Class 15 contains 245828 members 
Mstep: Class 17 contains 6108 members 
Mstep: Class 18 contains 200350 members 
Mstep: Class 19 contains 10225 members 
Mstep: Class 20 contains 12679 members 
Mstep: Class 21 contains 14275 members 
Mstep: Class 22 contains 223151 members 
Mstep: Class 23 contains 8177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234912256.000000 Penalty: 79132.335938
Iteration 10Q: 23 clusters Score -2.349123e+08 nChanged 83272
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 113236 members 
Mstep: Class 2 contains 2811 members 
Mstep: Class 3 contains 392380 members 
Mstep: Class 4 contains 19801 members 
Mstep: Class 5 contains 188456 members 
Mstep: Class 6 contains 14938 members 
Mstep: Class 7 contains 3980 members 
Mstep: Class 8 contains 15029 members 
Mstep: Class 9 contains 80893 members 
Mstep: Class 10 contains 4043 members 
Mstep: Class 11 contains 72082 members 
Mstep: Class 12 contains 11512 members 
Mstep: Class 13 contains 247181 members 
Mstep: Class 14 contains 97206 members 
Mstep: Class 15 contains 236939 members 
Mstep: Class 17 contains 5320 members 
Mstep: Class 18 contains 204024 members 
Mstep: Class 19 contains 10164 members 
Mstep: Class 20 contains 13225 members 
Mstep: Class 21 contains 14225 members 
Mstep: Class 22 contains 233656 members 
Mstep: Class 23 contains 8977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -234963904.000000 Penalty: 79132.335938
Iteration 11Q: 23 clusters Score -2.349639e+08 nChanged 72722
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 116902 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 392361 members 
Mstep: Class 4 contains 20706 members 
Mstep: Class 5 contains 189869 members 
Mstep: Class 6 contains 16636 members 
Mstep: Class 7 contains 4075 members 
Mstep: Class 8 contains 14728 members 
Mstep: Class 9 contains 80285 members 
Mstep: Class 10 contains 4600 members 
Mstep: Class 11 contains 70120 members 
Mstep: Class 12 contains 11387 members 
Mstep: Class 13 contains 240068 members 
Mstep: Class 14 contains 93018 members 
Mstep: Class 15 contains 229128 members 
Mstep: Class 17 contains 5146 members 
Mstep: Class 18 contains 207778 members 
Mstep: Class 19 contains 10093 members 
Mstep: Class 20 contains 13825 members 
Mstep: Class 21 contains 13804 members 
Mstep: Class 22 contains 243188 members 
Mstep: Class 23 contains 9631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235007648.000000 Penalty: 79132.335938
Iteration 12Q: 23 clusters Score -2.350076e+08 nChanged 64541
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 119743 members 
Mstep: Class 2 contains 2727 members 
Mstep: Class 3 contains 391973 members 
Mstep: Class 4 contains 21637 members 
Mstep: Class 5 contains 190159 members 
Mstep: Class 6 contains 18511 members 
Mstep: Class 7 contains 4156 members 
Mstep: Class 8 contains 14689 members 
Mstep: Class 9 contains 79385 members 
Mstep: Class 10 contains 5366 members 
Mstep: Class 11 contains 68558 members 
Mstep: Class 12 contains 11401 members 
Mstep: Class 13 contains 232900 members 
Mstep: Class 14 contains 90001 members 
Mstep: Class 15 contains 222978 members 
Mstep: Class 17 contains 5278 members 
Mstep: Class 18 contains 211346 members 
Mstep: Class 19 contains 10033 members 
Mstep: Class 20 contains 14382 members 
Mstep: Class 21 contains 13236 members 
Mstep: Class 22 contains 251432 members 
Mstep: Class 23 contains 10185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235043504.000000 Penalty: 79132.335938
Iteration 13Q: 23 clusters Score -2.350435e+08 nChanged 56918
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 121735 members 
Mstep: Class 2 contains 2731 members 
Mstep: Class 3 contains 391650 members 
Mstep: Class 4 contains 22593 members 
Mstep: Class 5 contains 190064 members 
Mstep: Class 6 contains 20500 members 
Mstep: Class 7 contains 4260 members 
Mstep: Class 8 contains 14681 members 
Mstep: Class 9 contains 78211 members 
Mstep: Class 10 contains 6468 members 
Mstep: Class 11 contains 67312 members 
Mstep: Class 12 contains 11480 members 
Mstep: Class 13 contains 225104 members 
Mstep: Class 14 contains 87925 members 
Mstep: Class 15 contains 218695 members 
Mstep: Class 17 contains 5515 members 
Mstep: Class 18 contains 214487 members 
Mstep: Class 19 contains 9992 members 
Mstep: Class 20 contains 14855 members 
Mstep: Class 21 contains 12724 members 
Mstep: Class 22 contains 258407 members 
Mstep: Class 23 contains 10686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235072128.000000 Penalty: 79132.335938
Iteration 14Q: 23 clusters Score -2.350721e+08 nChanged 49144
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 122969 members 
Mstep: Class 2 contains 2733 members 
Mstep: Class 3 contains 391144 members 
Mstep: Class 4 contains 23448 members 
Mstep: Class 5 contains 189855 members 
Mstep: Class 6 contains 22340 members 
Mstep: Class 7 contains 4341 members 
Mstep: Class 8 contains 14678 members 
Mstep: Class 9 contains 76808 members 
Mstep: Class 10 contains 7998 members 
Mstep: Class 11 contains 66379 members 
Mstep: Class 12 contains 11644 members 
Mstep: Class 13 contains 217066 members 
Mstep: Class 14 contains 86521 members 
Mstep: Class 15 contains 215926 members 
Mstep: Class 17 contains 5807 members 
Mstep: Class 18 contains 217392 members 
Mstep: Class 19 contains 9901 members 
Mstep: Class 20 contains 15368 members 
Mstep: Class 21 contains 12244 members 
Mstep: Class 22 contains 264465 members 
Mstep: Class 23 contains 11048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235092944.000000 Penalty: 79132.335938
Iteration 15Q: 23 clusters Score -2.350929e+08 nChanged 41985
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 123520 members 
Mstep: Class 2 contains 2736 members 
Mstep: Class 3 contains 390571 members 
Mstep: Class 4 contains 24235 members 
Mstep: Class 5 contains 189644 members 
Mstep: Class 6 contains 24043 members 
Mstep: Class 7 contains 4361 members 
Mstep: Class 8 contains 14629 members 
Mstep: Class 9 contains 75226 members 
Mstep: Class 10 contains 9779 members 
Mstep: Class 11 contains 65709 members 
Mstep: Class 12 contains 11808 members 
Mstep: Class 13 contains 209266 members 
Mstep: Class 14 contains 85686 members 
Mstep: Class 15 contains 214175 members 
Mstep: Class 17 contains 6096 members 
Mstep: Class 18 contains 219672 members 
Mstep: Class 19 contains 9812 members 
Mstep: Class 20 contains 15896 members 
Mstep: Class 21 contains 11820 members 
Mstep: Class 22 contains 269975 members 
Mstep: Class 23 contains 11416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235108224.000000 Penalty: 79132.335938
Iteration 16Q: 23 clusters Score -2.351082e+08 nChanged 35631
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 123748 members 
Mstep: Class 2 contains 2743 members 
Mstep: Class 3 contains 389803 members 
Mstep: Class 4 contains 24926 members 
Mstep: Class 5 contains 189475 members 
Mstep: Class 6 contains 25780 members 
Mstep: Class 7 contains 4364 members 
Mstep: Class 8 contains 14545 members 
Mstep: Class 9 contains 73651 members 
Mstep: Class 10 contains 11549 members 
Mstep: Class 11 contains 65185 members 
Mstep: Class 12 contains 11910 members 
Mstep: Class 13 contains 202020 members 
Mstep: Class 14 contains 85320 members 
Mstep: Class 15 contains 213029 members 
Mstep: Class 17 contains 6388 members 
Mstep: Class 18 contains 221512 members 
Mstep: Class 19 contains 9728 members 
Mstep: Class 20 contains 16380 members 
Mstep: Class 21 contains 11436 members 
Mstep: Class 22 contains 274862 members 
Mstep: Class 23 contains 11722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235121328.000000 Penalty: 79132.335938
Iteration 17Q: 23 clusters Score -2.351213e+08 nChanged 30336
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 123833 members 
Mstep: Class 2 contains 2745 members 
Mstep: Class 3 contains 388872 members 
Mstep: Class 4 contains 25551 members 
Mstep: Class 5 contains 189240 members 
Mstep: Class 6 contains 27377 members 
Mstep: Class 7 contains 4346 members 
Mstep: Class 8 contains 14475 members 
Mstep: Class 9 contains 72174 members 
Mstep: Class 10 contains 13086 members 
Mstep: Class 11 contains 64761 members 
Mstep: Class 12 contains 11966 members 
Mstep: Class 13 contains 195542 members 
Mstep: Class 14 contains 85304 members 
Mstep: Class 15 contains 212325 members 
Mstep: Class 17 contains 6682 members 
Mstep: Class 18 contains 222794 members 
Mstep: Class 19 contains 9639 members 
Mstep: Class 20 contains 16785 members 
Mstep: Class 21 contains 11143 members 
Mstep: Class 22 contains 279452 members 
Mstep: Class 23 contains 11984 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 18Q: 23 clusters Score -2.351292e+08 nChanged 26806
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 123616 members 
Mstep: Class 2 contains 2749 members 
Mstep: Class 3 contains 387707 members 
Mstep: Class 4 contains 26052 members 
Mstep: Class 5 contains 189021 members 
Mstep: Class 6 contains 28857 members 
Mstep: Class 7 contains 4307 members 
Mstep: Class 8 contains 14409 members 
Mstep: Class 9 contains 70837 members 
Mstep: Class 10 contains 14393 members 
Mstep: Class 11 contains 64388 members 
Mstep: Class 12 contains 11995 members 
Mstep: Class 13 contains 190124 members 
Mstep: Class 14 contains 85438 members 
Mstep: Class 15 contains 211761 members 
Mstep: Class 17 contains 6983 members 
Mstep: Class 18 contains 223866 members 
Mstep: Class 19 contains 9562 members 
Mstep: Class 20 contains 17177 members 
Mstep: Class 21 contains 10893 members 
Mstep: Class 22 contains 283762 members 
Mstep: Class 23 contains 12179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235137376.000000 Penalty: 79132.335938
Iteration 19Q: 23 clusters Score -2.351374e+08 nChanged 24097
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 123145 members 
Mstep: Class 2 contains 2752 members 
Mstep: Class 3 contains 386210 members 
Mstep: Class 4 contains 26486 members 
Mstep: Class 5 contains 188773 members 
Mstep: Class 6 contains 30149 members 
Mstep: Class 7 contains 4299 members 
Mstep: Class 8 contains 14330 members 
Mstep: Class 9 contains 69479 members 
Mstep: Class 10 contains 15442 members 
Mstep: Class 11 contains 64050 members 
Mstep: Class 12 contains 12035 members 
Mstep: Class 13 contains 186183 members 
Mstep: Class 14 contains 85643 members 
Mstep: Class 15 contains 211294 members 
Mstep: Class 17 contains 7259 members 
Mstep: Class 18 contains 224670 members 
Mstep: Class 19 contains 9496 members 
Mstep: Class 20 contains 17522 members 
Mstep: Class 21 contains 10656 members 
Mstep: Class 22 contains 287887 members 
Mstep: Class 23 contains 12316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235146048.000000 Penalty: 79132.335938
Iteration 20F: 23 clusters Score -2.35146e+08 nChanged 23611
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 122338 members 
Mstep: Class 2 contains 2758 members 
Mstep: Class 3 contains 384139 members 
Mstep: Class 4 contains 26860 members 
Mstep: Class 5 contains 188471 members 
Mstep: Class 6 contains 31306 members 
Mstep: Class 7 contains 4313 members 
Mstep: Class 8 contains 14259 members 
Mstep: Class 9 contains 68105 members 
Mstep: Class 10 contains 17064 members 
Mstep: Class 11 contains 63562 members 
Mstep: Class 12 contains 12031 members 
Mstep: Class 13 contains 183626 members 
Mstep: Class 14 contains 85859 members 
Mstep: Class 15 contains 210867 members 
Mstep: Class 17 contains 7891 members 
Mstep: Class 18 contains 224790 members 
Mstep: Class 19 contains 9424 members 
Mstep: Class 20 contains 17937 members 
Mstep: Class 21 contains 10312 members 
Mstep: Class 22 contains 291745 members 
Mstep: Class 23 contains 12423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235152704.000000 Penalty: 79132.335938
Iteration 21Q: 23 clusters Score -2.351527e+08 nChanged 22229
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 121524 members 
Mstep: Class 2 contains 2764 members 
Mstep: Class 3 contains 381756 members 
Mstep: Class 4 contains 27153 members 
Mstep: Class 5 contains 188196 members 
Mstep: Class 6 contains 32169 members 
Mstep: Class 7 contains 4346 members 
Mstep: Class 8 contains 14192 members 
Mstep: Class 9 contains 66774 members 
Mstep: Class 10 contains 18377 members 
Mstep: Class 11 contains 63203 members 
Mstep: Class 12 contains 12008 members 
Mstep: Class 13 contains 182238 members 
Mstep: Class 14 contains 86165 members 
Mstep: Class 15 contains 210527 members 
Mstep: Class 17 contains 8319 members 
Mstep: Class 18 contains 224782 members 
Mstep: Class 19 contains 9372 members 
Mstep: Class 20 contains 18268 members 
Mstep: Class 21 contains 10038 members 
Mstep: Class 22 contains 295398 members 
Mstep: Class 23 contains 12511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235159280.000000 Penalty: 79132.335938
Iteration 22Q: 23 clusters Score -2.351593e+08 nChanged 20508
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 120758 members 
Mstep: Class 2 contains 2767 members 
Mstep: Class 3 contains 379236 members 
Mstep: Class 4 contains 27381 members 
Mstep: Class 5 contains 187883 members 
Mstep: Class 6 contains 32822 members 
Mstep: Class 7 contains 4368 members 
Mstep: Class 8 contains 14130 members 
Mstep: Class 9 contains 65623 members 
Mstep: Class 10 contains 19544 members 
Mstep: Class 11 contains 62853 members 
Mstep: Class 12 contains 11993 members 
Mstep: Class 13 contains 181672 members 
Mstep: Class 14 contains 86555 members 
Mstep: Class 15 contains 210179 members 
Mstep: Class 17 contains 8693 members 
Mstep: Class 18 contains 224621 members 
Mstep: Class 19 contains 9332 members 
Mstep: Class 20 contains 18520 members 
Mstep: Class 21 contains 9821 members 
Mstep: Class 22 contains 298738 members 
Mstep: Class 23 contains 12591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235163520.000000 Penalty: 79132.335938
Iteration 23Q: 23 clusters Score -2.351635e+08 nChanged 19113
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 120080 members 
Mstep: Class 2 contains 2770 members 
Mstep: Class 3 contains 376624 members 
Mstep: Class 4 contains 27595 members 
Mstep: Class 5 contains 187566 members 
Mstep: Class 6 contains 33280 members 
Mstep: Class 7 contains 4375 members 
Mstep: Class 8 contains 14078 members 
Mstep: Class 9 contains 64606 members 
Mstep: Class 10 contains 20546 members 
Mstep: Class 11 contains 62492 members 
Mstep: Class 12 contains 12026 members 
Mstep: Class 13 contains 181955 members 
Mstep: Class 14 contains 86911 members 
Mstep: Class 15 contains 209856 members 
Mstep: Class 17 contains 8975 members 
Mstep: Class 18 contains 224375 members 
Mstep: Class 19 contains 9309 members 
Mstep: Class 20 contains 18737 members 
Mstep: Class 21 contains 9666 members 
Mstep: Class 22 contains 301633 members 
Mstep: Class 23 contains 12625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235167536.000000 Penalty: 79132.335938
Iteration 24Q: 23 clusters Score -2.351675e+08 nChanged 17785
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 119634 members 
Mstep: Class 2 contains 2771 members 
Mstep: Class 3 contains 373778 members 
Mstep: Class 4 contains 27820 members 
Mstep: Class 5 contains 187210 members 
Mstep: Class 6 contains 33545 members 
Mstep: Class 7 contains 4407 members 
Mstep: Class 8 contains 14026 members 
Mstep: Class 9 contains 63727 members 
Mstep: Class 10 contains 21415 members 
Mstep: Class 11 contains 62139 members 
Mstep: Class 12 contains 12093 members 
Mstep: Class 13 contains 183136 members 
Mstep: Class 14 contains 87058 members 
Mstep: Class 15 contains 209578 members 
Mstep: Class 17 contains 9214 members 
Mstep: Class 18 contains 224056 members 
Mstep: Class 19 contains 9290 members 
Mstep: Class 20 contains 18904 members 
Mstep: Class 21 contains 9564 members 
Mstep: Class 22 contains 304058 members 
Mstep: Class 23 contains 12657 members 
Entering Unmasked Estep 
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Score: -235171536.000000 Penalty: 79132.335938
Iteration 25Q: 23 clusters Score -2.351715e+08 nChanged 16822
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 119392 members 
Mstep: Class 2 contains 2773 members 
Mstep: Class 3 contains 370700 members 
Mstep: Class 4 contains 28024 members 
Mstep: Class 5 contains 186870 members 
Mstep: Class 6 contains 33711 members 
Mstep: Class 7 contains 4446 members 
Mstep: Class 8 contains 14017 members 
Mstep: Class 9 contains 62932 members 
Mstep: Class 10 contains 22192 members 
Mstep: Class 11 contains 61707 members 
Mstep: Class 12 contains 12169 members 
Mstep: Class 13 contains 184864 members 
Mstep: Class 14 contains 87185 members 
Mstep: Class 15 contains 209318 members 
Mstep: Class 17 contains 9421 members 
Mstep: Class 18 contains 223722 members 
Mstep: Class 19 contains 9264 members 
Mstep: Class 20 contains 19026 members 
Mstep: Class 21 contains 9468 members 
Mstep: Class 22 contains 306188 members 
Mstep: Class 23 contains 12691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235175712.000000 Penalty: 79132.335938
Iteration 26Q: 23 clusters Score -2.351757e+08 nChanged 15463
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 119368 members 
Mstep: Class 2 contains 2771 members 
Mstep: Class 3 contains 367559 members 
Mstep: Class 4 contains 28188 members 
Mstep: Class 5 contains 186554 members 
Mstep: Class 6 contains 33825 members 
Mstep: Class 7 contains 4473 members 
Mstep: Class 8 contains 13991 members 
Mstep: Class 9 contains 62290 members 
Mstep: Class 10 contains 22852 members 
Mstep: Class 11 contains 61242 members 
Mstep: Class 12 contains 12257 members 
Mstep: Class 13 contains 186842 members 
Mstep: Class 14 contains 87284 members 
Mstep: Class 15 contains 209094 members 
Mstep: Class 17 contains 9593 members 
Mstep: Class 18 contains 223504 members 
Mstep: Class 19 contains 9249 members 
Mstep: Class 20 contains 19165 members 
Mstep: Class 21 contains 9379 members 
Mstep: Class 22 contains 307890 members 
Mstep: Class 23 contains 12710 members 
Entering Unmasked Estep 
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Score: -235177664.000000 Penalty: 79132.335938
Iteration 27Q: 23 clusters Score -2.351777e+08 nChanged 14608
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 119493 members 
Mstep: Class 2 contains 2768 members 
Mstep: Class 3 contains 364483 members 
Mstep: Class 4 contains 28315 members 
Mstep: Class 5 contains 186194 members 
Mstep: Class 6 contains 33897 members 
Mstep: Class 7 contains 4491 members 
Mstep: Class 8 contains 13961 members 
Mstep: Class 9 contains 61742 members 
Mstep: Class 10 contains 23381 members 
Mstep: Class 11 contains 60748 members 
Mstep: Class 12 contains 12297 members 
Mstep: Class 13 contains 189070 members 
Mstep: Class 14 contains 87320 members 
Mstep: Class 15 contains 208911 members 
Mstep: Class 17 contains 9766 members 
Mstep: Class 18 contains 223288 members 
Mstep: Class 19 contains 9235 members 
Mstep: Class 20 contains 19304 members 
Mstep: Class 21 contains 9315 members 
Mstep: Class 22 contains 309381 members 
Mstep: Class 23 contains 12720 members 
Entering Unmasked Estep 
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Iteration 28Q: 23 clusters Score -2.351804e+08 nChanged 13993
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 119834 members 
Mstep: Class 2 contains 2765 members 
Mstep: Class 3 contains 361544 members 
Mstep: Class 4 contains 28465 members 
Mstep: Class 5 contains 185822 members 
Mstep: Class 6 contains 33996 members 
Mstep: Class 7 contains 4530 members 
Mstep: Class 8 contains 13929 members 
Mstep: Class 9 contains 61209 members 
Mstep: Class 10 contains 23832 members 
Mstep: Class 11 contains 60202 members 
Mstep: Class 12 contains 12320 members 
Mstep: Class 13 contains 191202 members 
Mstep: Class 14 contains 87329 members 
Mstep: Class 15 contains 208765 members 
Mstep: Class 17 contains 9895 members 
Mstep: Class 18 contains 223073 members 
Mstep: Class 19 contains 9233 members 
Mstep: Class 20 contains 19518 members 
Mstep: Class 21 contains 9245 members 
Mstep: Class 22 contains 310657 members 
Mstep: Class 23 contains 12715 members 
Entering Unmasked Estep 
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Score: -235182704.000000 Penalty: 79132.335938
Iteration 29Q: 23 clusters Score -2.351827e+08 nChanged 13711
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 120404 members 
Mstep: Class 2 contains 2765 members 
Mstep: Class 3 contains 358520 members 
Mstep: Class 4 contains 28602 members 
Mstep: Class 5 contains 185477 members 
Mstep: Class 6 contains 34041 members 
Mstep: Class 7 contains 4569 members 
Mstep: Class 8 contains 13902 members 
Mstep: Class 9 contains 60766 members 
Mstep: Class 10 contains 24249 members 
Mstep: Class 11 contains 59589 members 
Mstep: Class 12 contains 12336 members 
Mstep: Class 13 contains 193265 members 
Mstep: Class 14 contains 87327 members 
Mstep: Class 15 contains 208631 members 
Mstep: Class 17 contains 10005 members 
Mstep: Class 18 contains 222925 members 
Mstep: Class 19 contains 9226 members 
Mstep: Class 20 contains 19803 members 
Mstep: Class 21 contains 9191 members 
Mstep: Class 22 contains 311786 members 
Mstep: Class 23 contains 12701 members 
Entering Unmasked Estep 
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Iteration 30Q: 23 clusters Score -2.351846e+08 nChanged 13790
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 121190 members 
Mstep: Class 2 contains 2767 members 
Mstep: Class 3 contains 355398 members 
Mstep: Class 4 contains 28747 members 
Mstep: Class 5 contains 185138 members 
Mstep: Class 6 contains 34155 members 
Mstep: Class 7 contains 4583 members 
Mstep: Class 8 contains 13882 members 
Mstep: Class 9 contains 60379 members 
Mstep: Class 10 contains 24588 members 
Mstep: Class 11 contains 58972 members 
Mstep: Class 12 contains 12369 members 
Mstep: Class 13 contains 195305 members 
Mstep: Class 14 contains 87227 members 
Mstep: Class 15 contains 208480 members 
Mstep: Class 17 contains 10101 members 
Mstep: Class 18 contains 222781 members 
Mstep: Class 19 contains 9209 members 
Mstep: Class 20 contains 20162 members 
Mstep: Class 21 contains 9144 members 
Mstep: Class 22 contains 312786 members 
Mstep: Class 23 contains 12717 members 
Entering Unmasked Estep 
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Iteration 31Q: 23 clusters Score -2.351888e+08 nChanged 13837
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 122071 members 
Mstep: Class 2 contains 2768 members 
Mstep: Class 3 contains 352330 members 
Mstep: Class 4 contains 28889 members 
Mstep: Class 5 contains 184817 members 
Mstep: Class 6 contains 34233 members 
Mstep: Class 7 contains 4605 members 
Mstep: Class 8 contains 13876 members 
Mstep: Class 9 contains 60043 members 
Mstep: Class 10 contains 24880 members 
Mstep: Class 11 contains 58288 members 
Mstep: Class 12 contains 12393 members 
Mstep: Class 13 contains 197304 members 
Mstep: Class 14 contains 87137 members 
Mstep: Class 15 contains 208380 members 
Mstep: Class 17 contains 10186 members 
Mstep: Class 18 contains 222614 members 
Mstep: Class 19 contains 9184 members 
Mstep: Class 20 contains 20555 members 
Mstep: Class 21 contains 9115 members 
Mstep: Class 22 contains 313668 members 
Mstep: Class 23 contains 12744 members 
Entering Unmasked Estep 
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Iteration 32Q: 23 clusters Score -2.351907e+08 nChanged 14145
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 123144 members 
Mstep: Class 2 contains 2768 members 
Mstep: Class 3 contains 349358 members 
Mstep: Class 4 contains 29022 members 
Mstep: Class 5 contains 184452 members 
Mstep: Class 6 contains 34310 members 
Mstep: Class 7 contains 4611 members 
Mstep: Class 8 contains 13858 members 
Mstep: Class 9 contains 59730 members 
Mstep: Class 10 contains 25116 members 
Mstep: Class 11 contains 57535 members 
Mstep: Class 12 contains 12468 members 
Mstep: Class 13 contains 199227 members 
Mstep: Class 14 contains 86983 members 
Mstep: Class 15 contains 208304 members 
Mstep: Class 17 contains 10240 members 
Mstep: Class 18 contains 222434 members 
Mstep: Class 19 contains 9166 members 
Mstep: Class 20 contains 21070 members 
Mstep: Class 21 contains 9107 members 
Mstep: Class 22 contains 314407 members 
Mstep: Class 23 contains 12770 members 
Entering Unmasked Estep 
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Iteration 33Q: 23 clusters Score -2.351947e+08 nChanged 14695
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 124445 members 
Mstep: Class 2 contains 2765 members 
Mstep: Class 3 contains 346483 members 
Mstep: Class 4 contains 29168 members 
Mstep: Class 5 contains 184088 members 
Mstep: Class 6 contains 34340 members 
Mstep: Class 7 contains 4611 members 
Mstep: Class 8 contains 13853 members 
Mstep: Class 9 contains 59458 members 
Mstep: Class 10 contains 25321 members 
Mstep: Class 11 contains 56755 members 
Mstep: Class 12 contains 12549 members 
Mstep: Class 13 contains 200912 members 
Mstep: Class 14 contains 86738 members 
Mstep: Class 15 contains 208233 members 
Mstep: Class 17 contains 10278 members 
Mstep: Class 18 contains 222266 members 
Mstep: Class 19 contains 9154 members 
Mstep: Class 20 contains 21689 members 
Mstep: Class 21 contains 9093 members 
Mstep: Class 22 contains 315069 members 
Mstep: Class 23 contains 12812 members 
Entering Unmasked Estep 
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Iteration 34Q: 23 clusters Score -2.351994e+08 nChanged 15330
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 125912 members 
Mstep: Class 2 contains 2761 members 
Mstep: Class 3 contains 343664 members 
Mstep: Class 4 contains 29305 members 
Mstep: Class 5 contains 183702 members 
Mstep: Class 6 contains 34334 members 
Mstep: Class 7 contains 4614 members 
Mstep: Class 8 contains 13842 members 
Mstep: Class 9 contains 59203 members 
Mstep: Class 10 contains 25504 members 
Mstep: Class 11 contains 55900 members 
Mstep: Class 12 contains 12660 members 
Mstep: Class 13 contains 202593 members 
Mstep: Class 14 contains 86483 members 
Mstep: Class 15 contains 208187 members 
Mstep: Class 17 contains 10312 members 
Mstep: Class 18 contains 222049 members 
Mstep: Class 19 contains 9140 members 
Mstep: Class 20 contains 22344 members 
Mstep: Class 21 contains 9104 members 
Mstep: Class 22 contains 315612 members 
Mstep: Class 23 contains 12855 members 
Entering Unmasked Estep 
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Iteration 35Q: 23 clusters Score -2.35204e+08 nChanged 15945
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 127628 members 
Mstep: Class 2 contains 2761 members 
Mstep: Class 3 contains 340783 members 
Mstep: Class 4 contains 29444 members 
Mstep: Class 5 contains 183289 members 
Mstep: Class 6 contains 34340 members 
Mstep: Class 7 contains 4626 members 
Mstep: Class 8 contains 13810 members 
Mstep: Class 9 contains 58999 members 
Mstep: Class 10 contains 25629 members 
Mstep: Class 11 contains 55027 members 
Mstep: Class 12 contains 12814 members 
Mstep: Class 13 contains 204095 members 
Mstep: Class 14 contains 86265 members 
Mstep: Class 15 contains 208095 members 
Mstep: Class 17 contains 10342 members 
Mstep: Class 18 contains 221929 members 
Mstep: Class 19 contains 9138 members 
Mstep: Class 20 contains 22919 members 
Mstep: Class 21 contains 9148 members 
Mstep: Class 22 contains 316119 members 
Mstep: Class 23 contains 12880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235210848.000000 Penalty: 79132.335938
Iteration 36Q: 23 clusters Score -2.352108e+08 nChanged 16448
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 129679 members 
Mstep: Class 2 contains 2760 members 
Mstep: Class 3 contains 337523 members 
Mstep: Class 4 contains 29577 members 
Mstep: Class 5 contains 182842 members 
Mstep: Class 6 contains 34311 members 
Mstep: Class 7 contains 4639 members 
Mstep: Class 8 contains 13801 members 
Mstep: Class 9 contains 58814 members 
Mstep: Class 10 contains 25742 members 
Mstep: Class 11 contains 54206 members 
Mstep: Class 12 contains 13004 members 
Mstep: Class 13 contains 205697 members 
Mstep: Class 14 contains 86037 members 
Mstep: Class 15 contains 208073 members 
Mstep: Class 17 contains 10379 members 
Mstep: Class 18 contains 221859 members 
Mstep: Class 19 contains 9135 members 
Mstep: Class 20 contains 23297 members 
Mstep: Class 21 contains 9192 members 
Mstep: Class 22 contains 316592 members 
Mstep: Class 23 contains 12921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235216160.000000 Penalty: 79132.335938
Iteration 37Q: 23 clusters Score -2.352162e+08 nChanged 16545
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 131902 members 
Mstep: Class 2 contains 2762 members 
Mstep: Class 3 contains 333861 members 
Mstep: Class 4 contains 29733 members 
Mstep: Class 5 contains 182407 members 
Mstep: Class 6 contains 34300 members 
Mstep: Class 7 contains 4656 members 
Mstep: Class 8 contains 13801 members 
Mstep: Class 9 contains 58613 members 
Mstep: Class 10 contains 25819 members 
Mstep: Class 11 contains 53343 members 
Mstep: Class 12 contains 13190 members 
Mstep: Class 13 contains 207625 members 
Mstep: Class 14 contains 85769 members 
Mstep: Class 15 contains 208028 members 
Mstep: Class 17 contains 10404 members 
Mstep: Class 18 contains 221861 members 
Mstep: Class 19 contains 9120 members 
Mstep: Class 20 contains 23606 members 
Mstep: Class 21 contains 9202 members 
Mstep: Class 22 contains 317098 members 
Mstep: Class 23 contains 12980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235222512.000000 Penalty: 79132.335938
Iteration 38Q: 23 clusters Score -2.352225e+08 nChanged 17035
Entering ConstructFrom: 
Score: -235222512.000000 Penalty: 79132.335938
Entering ConstructFrom: 
Trying to split cluster 1 (134258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134258 members 
Entering Unmasked Estep 
Score: -16363838.000000 Penalty: 2928.264648
	Iteration 0F: 2 clusters Score -1.636384e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67136 members 
Mstep: Class 2 contains 67122 members 
Entering Unmasked Estep 
Score: -16274204.000000 Penalty: 5856.529297
	Iteration 0F: 3 clusters Score -1.62742e+07 nChanged 63866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66424 members 
Mstep: Class 2 contains 67834 members 
Entering Unmasked Estep 
Score: -16311817.000000 Penalty: 5856.529297
	Iteration 1F: 3 clusters Score -1.631182e+07 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65807 members 
Mstep: Class 2 contains 68451 members 
Entering Unmasked Estep 
Score: -16313844.000000 Penalty: 5856.529297
	Iteration 2Q: 3 clusters Score -1.631384e+07 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65031 members 
Mstep: Class 2 contains 69227 members 
Entering Unmasked Estep 
Score: -16316821.000000 Penalty: 5856.529297
	Iteration 3Q: 3 clusters Score -1.631682e+07 nChanged 7137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64048 members 
Mstep: Class 2 contains 70210 members 
Entering Unmasked Estep 
Score: -16320419.000000 Penalty: 5856.529297
	Iteration 4F: 3 clusters Score -1.632042e+07 nChanged 7746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62988 members 
Mstep: Class 2 contains 71270 members 
Entering Unmasked Estep 
Score: -16324606.000000 Penalty: 5856.529297
	Iteration 5F: 3 clusters Score -1.632461e+07 nChanged 7845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61915 members 
Mstep: Class 2 contains 72343 members 
Entering Unmasked Estep 
Score: -16328947.000000 Penalty: 5856.529297
	Iteration 6F: 3 clusters Score -1.632895e+07 nChanged 7664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61043 members 
Mstep: Class 2 contains 73215 members 
Entering Unmasked Estep 
Score: -16333045.000000 Penalty: 5856.529297
	Iteration 7F: 3 clusters Score -1.633304e+07 nChanged 7119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60406 members 
Mstep: Class 2 contains 73852 members 
Entering Unmasked Estep 
Score: -16336583.000000 Penalty: 5856.529297
	Iteration 8F: 3 clusters Score -1.633658e+07 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60047 members 
Mstep: Class 2 contains 74211 members 
Entering Unmasked Estep 
Score: -16339050.000000 Penalty: 5856.529297
	Iteration 9Q: 3 clusters Score -1.633905e+07 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59751 members 
Mstep: Class 2 contains 74507 members 
Entering Unmasked Estep 
Score: -16341102.000000 Penalty: 5856.529297
	Iteration 10Q: 3 clusters Score -1.63411e+07 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59537 members 
Mstep: Class 2 contains 74721 members 
Entering Unmasked Estep 
Score: -16342371.000000 Penalty: 5856.529297
	Iteration 11Q: 3 clusters Score -1.634237e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59344 members 
Mstep: Class 2 contains 74914 members 
Entering Unmasked Estep 
Score: -16343108.000000 Penalty: 5856.529297
	Iteration 12Q: 3 clusters Score -1.634311e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59192 members 
Mstep: Class 2 contains 75066 members 
Entering Unmasked Estep 
Score: -16343476.000000 Penalty: 5856.529297
	Iteration 13Q: 3 clusters Score -1.634348e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59124 members 
Mstep: Class 2 contains 75134 members 
Entering Unmasked Estep 
Score: -16343685.000000 Penalty: 5856.529297
	Iteration 14Q: 3 clusters Score -1.634368e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59105 members 
Mstep: Class 2 contains 75153 members 
Entering Unmasked Estep 
Score: -16343925.000000 Penalty: 5856.529297
	Iteration 15Q: 3 clusters Score -1.634392e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59150 members 
Mstep: Class 2 contains 75108 members 
Entering Unmasked Estep 
Score: -16344080.000000 Penalty: 5856.529297
	Iteration 16Q: 3 clusters Score -1.634408e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59218 members 
Mstep: Class 2 contains 75040 members 
Entering Unmasked Estep 
Score: -16344186.000000 Penalty: 5856.529297
	Iteration 17Q: 3 clusters Score -1.634419e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59312 members 
Mstep: Class 2 contains 74946 members 
Entering Unmasked Estep 
Score: -16344321.000000 Penalty: 5856.529297
	Iteration 18Q: 3 clusters Score -1.634432e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59425 members 
Mstep: Class 2 contains 74833 members 
Entering Unmasked Estep 
Score: -16344476.000000 Penalty: 5856.529297
	Iteration 19Q: 3 clusters Score -1.634448e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59541 members 
Mstep: Class 2 contains 74717 members 
Entering Unmasked Estep 
Score: -16344582.000000 Penalty: 5856.529297
	Iteration 20F: 3 clusters Score -1.634458e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59671 members 
Mstep: Class 2 contains 74587 members 
Entering Unmasked Estep 
Score: -16344644.000000 Penalty: 5856.529297
	Iteration 21Q: 3 clusters Score -1.634464e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59853 members 
Mstep: Class 2 contains 74405 members 
Entering Unmasked Estep 
Score: -16344781.000000 Penalty: 5856.529297
	Iteration 22Q: 3 clusters Score -1.634478e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60095 members 
Mstep: Class 2 contains 74163 members 
Entering Unmasked Estep 
Score: -16344893.000000 Penalty: 5856.529297
	Iteration 23Q: 3 clusters Score -1.634489e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60402 members 
Mstep: Class 2 contains 73856 members 
Entering Unmasked Estep 
Score: -16345028.000000 Penalty: 5856.529297
	Iteration 24Q: 3 clusters Score -1.634503e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60753 members 
Mstep: Class 2 contains 73505 members 
Entering Unmasked Estep 
Score: -16345040.000000 Penalty: 5856.529297
	Iteration 25Q: 3 clusters Score -1.634504e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61153 members 
Mstep: Class 2 contains 73105 members 
Entering Unmasked Estep 
Score: -16345090.000000 Penalty: 5856.529297
	Iteration 26Q: 3 clusters Score -1.634509e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61590 members 
Mstep: Class 2 contains 72668 members 
Entering Unmasked Estep 
Score: -16345215.000000 Penalty: 5856.529297
	Iteration 27Q: 3 clusters Score -1.634522e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62075 members 
Mstep: Class 2 contains 72183 members 
Entering Unmasked Estep 
Score: -16345282.000000 Penalty: 5856.529297
	Iteration 28Q: 3 clusters Score -1.634528e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62676 members 
Mstep: Class 2 contains 71582 members 
Entering Unmasked Estep 
Score: -16345404.000000 Penalty: 5856.529297
	Iteration 29Q: 3 clusters Score -1.63454e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63327 members 
Mstep: Class 2 contains 70931 members 
Entering Unmasked Estep 
Score: -16345533.000000 Penalty: 5856.529297
	Iteration 30Q: 3 clusters Score -1.634553e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64067 members 
Mstep: Class 2 contains 70191 members 
Entering Unmasked Estep 
Score: -16345563.000000 Penalty: 5856.529297
	Iteration 31Q: 3 clusters Score -1.634556e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64854 members 
Mstep: Class 2 contains 69404 members 
Entering Unmasked Estep 
Score: -16345636.000000 Penalty: 5856.529297
	Iteration 32Q: 3 clusters Score -1.634564e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65727 members 
Mstep: Class 2 contains 68531 members 
Entering Unmasked Estep 
Score: -16345831.000000 Penalty: 5856.529297
	Iteration 33Q: 3 clusters Score -1.634583e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66688 members 
Mstep: Class 2 contains 67570 members 
Entering Unmasked Estep 
Score: -16345903.000000 Penalty: 5856.529297
	Iteration 34Q: 3 clusters Score -1.63459e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67768 members 
Mstep: Class 2 contains 66490 members 
Entering Unmasked Estep 
Score: -16346064.000000 Penalty: 5856.529297
	Iteration 35Q: 3 clusters Score -1.634606e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68982 members 
Mstep: Class 2 contains 65276 members 
Entering Unmasked Estep 
Score: -16346219.000000 Penalty: 5856.529297
	Iteration 36Q: 3 clusters Score -1.634622e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70355 members 
Mstep: Class 2 contains 63903 members 
Entering Unmasked Estep 
Score: -16346515.000000 Penalty: 5856.529297
	Iteration 37Q: 3 clusters Score -1.634652e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71865 members 
Mstep: Class 2 contains 62393 members 
Entering Unmasked Estep 
Score: -16346924.000000 Penalty: 5856.529297
	Iteration 38Q: 3 clusters Score -1.634692e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73571 members 
Mstep: Class 2 contains 60687 members 
Entering Unmasked Estep 
Score: -16347274.000000 Penalty: 5856.529297
	Iteration 39Q: 3 clusters Score -1.634727e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75515 members 
Mstep: Class 2 contains 58743 members 
Entering Unmasked Estep 
Score: -16347794.000000 Penalty: 5856.529297
	Iteration 40F: 3 clusters Score -1.634779e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77717 members 
Mstep: Class 2 contains 56541 members 
Entering Unmasked Estep 
Score: -16348489.000000 Penalty: 5856.529297
	Iteration 41Q: 3 clusters Score -1.634849e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80106 members 
Mstep: Class 2 contains 54152 members 
Entering Unmasked Estep 
Score: -16349240.000000 Penalty: 5856.529297
	Iteration 42Q: 3 clusters Score -1.634924e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82610 members 
Mstep: Class 2 contains 51648 members 
Entering Unmasked Estep 
Score: -16350101.000000 Penalty: 5856.529297
	Iteration 43Q: 3 clusters Score -1.63501e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85200 members 
Mstep: Class 2 contains 49058 members 
Entering Unmasked Estep 
Score: -16351123.000000 Penalty: 5856.529297
	Iteration 44Q: 3 clusters Score -1.635112e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87969 members 
Mstep: Class 2 contains 46289 members 
Entering Unmasked Estep 
Score: -16352299.000000 Penalty: 5856.529297
	Iteration 45Q: 3 clusters Score -1.63523e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90683 members 
Mstep: Class 2 contains 43575 members 
Entering Unmasked Estep 
Score: -16353592.000000 Penalty: 5856.529297
	Iteration 46Q: 3 clusters Score -1.635359e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93410 members 
Mstep: Class 2 contains 40848 members 
Entering Unmasked Estep 
Score: -16354722.000000 Penalty: 5856.529297
	Iteration 47Q: 3 clusters Score -1.635472e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96014 members 
Mstep: Class 2 contains 38244 members 
Entering Unmasked Estep 
Score: -16355772.000000 Penalty: 5856.529297
	Iteration 48Q: 3 clusters Score -1.635577e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98469 members 
Mstep: Class 2 contains 35789 members 
Entering Unmasked Estep 
Score: -16356788.000000 Penalty: 5856.529297
	Iteration 49Q: 3 clusters Score -1.635679e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100806 members 
Mstep: Class 2 contains 33452 members 
Entering Unmasked Estep 
Score: -16357719.000000 Penalty: 5856.529297
	Iteration 50Q: 3 clusters Score -1.635772e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102988 members 
Mstep: Class 2 contains 31270 members 
Entering Unmasked Estep 
Score: -16358537.000000 Penalty: 5856.529297
	Iteration 51Q: 3 clusters Score -1.635854e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105036 members 
Mstep: Class 2 contains 29222 members 
Entering Unmasked Estep 
Score: -16359349.000000 Penalty: 5856.529297
	Iteration 52Q: 3 clusters Score -1.635935e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106902 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -16359876.000000 Penalty: 5856.529297
	Iteration 53Q: 3 clusters Score -1.635988e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108601 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -16360544.000000 Penalty: 5856.529297
	Iteration 54Q: 3 clusters Score -1.636054e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110184 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -16361082.000000 Penalty: 5856.529297
	Iteration 55Q: 3 clusters Score -1.636108e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111671 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -16361563.000000 Penalty: 5856.529297
	Iteration 56Q: 3 clusters Score -1.636156e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112946 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -16361927.000000 Penalty: 5856.529297
	Iteration 57Q: 3 clusters Score -1.636193e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114102 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -16362321.000000 Penalty: 5856.529297
	Iteration 58Q: 3 clusters Score -1.636232e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115044 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -16362548.000000 Penalty: 5856.529297
	Iteration 59Q: 3 clusters Score -1.636255e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115876 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -16362867.000000 Penalty: 5856.529297
	Iteration 60F: 3 clusters Score -1.636287e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116954 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -16363178.000000 Penalty: 5856.529297
	Iteration 61Q: 3 clusters Score -1.636318e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117848 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -16363376.000000 Penalty: 5856.529297
	Iteration 62Q: 3 clusters Score -1.636338e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118679 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -16363608.000000 Penalty: 5856.529297
	Iteration 63Q: 3 clusters Score -1.636361e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119475 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -16363776.000000 Penalty: 5856.529297
	Iteration 64Q: 3 clusters Score -1.636378e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120176 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -16363926.000000 Penalty: 5856.529297
	Iteration 65Q: 3 clusters Score -1.636393e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120774 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -16364059.000000 Penalty: 5856.529297
	Iteration 66Q: 3 clusters Score -1.636406e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121354 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -16364217.000000 Penalty: 5856.529297
	Iteration 67Q: 3 clusters Score -1.636422e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121845 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -16364338.000000 Penalty: 5856.529297
	Iteration 68Q: 3 clusters Score -1.636434e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122266 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -16364444.000000 Penalty: 5856.529297
	Iteration 69Q: 3 clusters Score -1.636444e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122600 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -16364520.000000 Penalty: 5856.529297
	Iteration 70Q: 3 clusters Score -1.636452e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122904 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -16364558.000000 Penalty: 5856.529297
	Iteration 71Q: 3 clusters Score -1.636456e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123179 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -16364649.000000 Penalty: 5856.529297
	Iteration 72Q: 3 clusters Score -1.636465e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123429 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -16364696.000000 Penalty: 5856.529297
	Iteration 73Q: 3 clusters Score -1.63647e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123663 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -16364732.000000 Penalty: 5856.529297
	Iteration 74Q: 3 clusters Score -1.636473e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123852 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -16364776.000000 Penalty: 5856.529297
	Iteration 75Q: 3 clusters Score -1.636478e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124013 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -16364813.000000 Penalty: 5856.529297
	Iteration 76Q: 3 clusters Score -1.636481e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124158 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -16364820.000000 Penalty: 5856.529297
	Iteration 77Q: 3 clusters Score -1.636482e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124288 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -16364843.000000 Penalty: 5856.529297
	Iteration 78Q: 3 clusters Score -1.636484e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124393 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -16364851.000000 Penalty: 5856.529297
	Iteration 79Q: 3 clusters Score -1.636485e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124475 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -16364862.000000 Penalty: 5856.529297
	Iteration 80F: 3 clusters Score -1.636486e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124561 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -16364888.000000 Penalty: 5856.529297
	Iteration 81Q: 3 clusters Score -1.636489e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124631 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -16364884.000000 Penalty: 5856.529297
	Iteration 82Q: 3 clusters Score -1.636488e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124691 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -16364888.000000 Penalty: 5856.529297
	Iteration 83Q: 3 clusters Score -1.636489e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124730 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -16364886.000000 Penalty: 5856.529297
	Iteration 84Q: 3 clusters Score -1.636489e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124760 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -16364899.000000 Penalty: 5856.529297
	Iteration 85Q: 3 clusters Score -1.63649e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124785 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -16364888.000000 Penalty: 5856.529297
	Iteration 86Q: 3 clusters Score -1.636489e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124803 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -16364884.000000 Penalty: 5856.529297
	Iteration 87Q: 3 clusters Score -1.636488e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124818 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -16364892.000000 Penalty: 5856.529297
	Iteration 88Q: 3 clusters Score -1.636489e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124831 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -16364894.000000 Penalty: 5856.529297
	Iteration 89Q: 3 clusters Score -1.636489e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124848 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -16364883.000000 Penalty: 5856.529297
	Iteration 90Q: 3 clusters Score -1.636488e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124869 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -16364899.000000 Penalty: 5856.529297
	Iteration 91Q: 3 clusters Score -1.63649e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124891 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -16364923.000000 Penalty: 5856.529297
	Iteration 92Q: 3 clusters Score -1.636492e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124921 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -16364901.000000 Penalty: 5856.529297
	Iteration 93Q: 3 clusters Score -1.63649e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124950 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -16364909.000000 Penalty: 5856.529297
	Iteration 94Q: 3 clusters Score -1.636491e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124975 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -16364906.000000 Penalty: 5856.529297
	Iteration 95Q: 3 clusters Score -1.636491e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125006 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -16364921.000000 Penalty: 5856.529297
	Iteration 96Q: 3 clusters Score -1.636492e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125025 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -16364928.000000 Penalty: 5856.529297
	Iteration 97Q: 3 clusters Score -1.636493e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125040 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -16364938.000000 Penalty: 5856.529297
	Iteration 98Q: 3 clusters Score -1.636494e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125053 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -16364920.000000 Penalty: 5856.529297
	Iteration 99Q: 3 clusters Score -1.636492e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125064 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -16364931.000000 Penalty: 5856.529297
	Iteration 100F: 3 clusters Score -1.636493e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125074 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -16364934.000000 Penalty: 5856.529297
	Iteration 101Q: 3 clusters Score -1.636493e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125080 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -16364938.000000 Penalty: 5856.529297
	Iteration 102Q: 3 clusters Score -1.636494e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125085 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -16364932.000000 Penalty: 5856.529297
	Iteration 103Q: 3 clusters Score -1.636493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125090 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -16364949.000000 Penalty: 5856.529297
	Iteration 104Q: 3 clusters Score -1.636495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125092 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -16364943.000000 Penalty: 5856.529297
	Iteration 105Q: 3 clusters Score -1.636494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125093 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -16364946.000000 Penalty: 5856.529297
	Iteration 106Q: 3 clusters Score -1.636495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125095 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -16364951.000000 Penalty: 5856.529297
	Iteration 107Q: 3 clusters Score -1.636495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125096 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -16364946.000000 Penalty: 5856.529297
	Iteration 108Q: 3 clusters Score -1.636495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125098 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -16364944.000000 Penalty: 5856.529297
	Iteration 109Q: 3 clusters Score -1.636494e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125100 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -16364946.000000 Penalty: 5856.529297
	Iteration 110Q: 3 clusters Score -1.636495e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125103 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -16364948.000000 Penalty: 5856.529297
	Iteration 111Q: 3 clusters Score -1.636495e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125107 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -16364943.000000 Penalty: 5856.529297
	Iteration 112Q: 3 clusters Score -1.636494e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125110 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -16364938.000000 Penalty: 5856.529297
	Iteration 113Q: 3 clusters Score -1.636494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125111 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -16364944.000000 Penalty: 5856.529297
	Iteration 114Q: 3 clusters Score -1.636494e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125113 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -16364934.000000 Penalty: 5856.529297
	Iteration 115Q: 3 clusters Score -1.636493e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125115 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -16364944.000000 Penalty: 5856.529297
	Iteration 116Q: 3 clusters Score -1.636494e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125117 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -16364936.000000 Penalty: 5856.529297
	Iteration 117Q: 3 clusters Score -1.636494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125121 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -16364932.000000 Penalty: 5856.529297
	Iteration 118Q: 3 clusters Score -1.636493e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125122 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -16364935.000000 Penalty: 5856.529297
	Iteration 119Q: 3 clusters Score -1.636494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125123 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -16364927.000000 Penalty: 5856.529297
	Iteration 120F: 3 clusters Score -1.636493e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 125123 members 
Mstep: Class 2 contains 2762 members 
Mstep: Class 3 contains 329467 members 
Mstep: Class 4 contains 29903 members 
Mstep: Class 5 contains 181962 members 
Mstep: Class 6 contains 34301 members 
Mstep: Class 7 contains 4671 members 
Mstep: Class 8 contains 13793 members 
Mstep: Class 9 contains 58420 members 
Mstep: Class 10 contains 25920 members 
Mstep: Class 11 contains 52421 members 
Mstep: Class 12 contains 13433 members 
Mstep: Class 13 contains 210301 members 
Mstep: Class 14 contains 85563 members 
Mstep: Class 15 contains 207937 members 
Mstep: Class 16 contains 9135 members 
Mstep: Class 17 contains 10416 members 
Mstep: Class 18 contains 221841 members 
Mstep: Class 19 contains 9100 members 
Mstep: Class 20 contains 23807 members 
Mstep: Class 21 contains 9210 members 
Mstep: Class 22 contains 317558 members 
Mstep: Class 23 contains 13036 members 
Entering Unmasked Estep 
Score: -235225680.000000 Penalty: 82729.265625
Splitting cluster 1 changes total score from -235222512.000000 to -235225680.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 2 (2762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Entering Unmasked Estep 
Score: -270141.312500 Penalty: 1965.080200
	Iteration 0F: 2 clusters Score -270141.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -267396.062500 Penalty: 3930.160400
	Iteration 0F: 3 clusters Score -267396.1 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -269876.843750 Penalty: 3930.160400
	Iteration 1F: 3 clusters Score -269876.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -272807.500000 Penalty: 3930.160400
	Iteration 2F: 3 clusters Score -272807.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -274409.000000 Penalty: 3930.160400
	Iteration 3F: 3 clusters Score -274409 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -274883.750000 Penalty: 3930.160400
	Iteration 4Q: 3 clusters Score -274883.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -275127.812500 Penalty: 3930.160400
	Iteration 5Q: 3 clusters Score -275127.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -275259.937500 Penalty: 3930.160400
	Iteration 6Q: 3 clusters Score -275259.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -275342.375000 Penalty: 3930.160400
	Iteration 7Q: 3 clusters Score -275342.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -275414.718750 Penalty: 3930.160400
	Iteration 8Q: 3 clusters Score -275414.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -275479.875000 Penalty: 3930.160400
	Iteration 9Q: 3 clusters Score -275479.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -275518.656250 Penalty: 3930.160400
	Iteration 10Q: 3 clusters Score -275518.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -275551.906250 Penalty: 3930.160400
	Iteration 11Q: 3 clusters Score -275551.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -275583.625000 Penalty: 3930.160400
	Iteration 12Q: 3 clusters Score -275583.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -275682.187500 Penalty: 3930.160400
	Iteration 13Q: 3 clusters Score -275682.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -275800.687500 Penalty: 3930.160400
	Iteration 14Q: 3 clusters Score -275800.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -276240.250000 Penalty: 3930.160400
	Iteration 15Q: 3 clusters Score -276240.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -276447.968750 Penalty: 3930.160400
	Iteration 16Q: 3 clusters Score -276448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -276469.281250 Penalty: 3930.160400
	Iteration 17Q: 3 clusters Score -276469.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -276475.093750 Penalty: 3930.160400
	Iteration 18Q: 3 clusters Score -276475.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -276477.093750 Penalty: 3930.160400
	Iteration 19Q: 3 clusters Score -276477.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -276478.062500 Penalty: 3930.160400
	Iteration 20F: 3 clusters Score -276478.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 125123 members 
Mstep: Class 2 contains 732 members 
Mstep: Class 3 contains 329467 members 
Mstep: Class 4 contains 29903 members 
Mstep: Class 5 contains 181962 members 
Mstep: Class 6 contains 34301 members 
Mstep: Class 7 contains 4671 members 
Mstep: Class 8 contains 13793 members 
Mstep: Class 9 contains 58420 members 
Mstep: Class 10 contains 25920 members 
Mstep: Class 11 contains 52421 members 
Mstep: Class 12 contains 13433 members 
Mstep: Class 13 contains 210301 members 
Mstep: Class 14 contains 85563 members 
Mstep: Class 15 contains 207937 members 
Mstep: Class 16 contains 9135 members 
Mstep: Class 17 contains 10416 members 
Mstep: Class 18 contains 221841 members 
Mstep: Class 19 contains 9100 members 
Mstep: Class 20 contains 23807 members 
Mstep: Class 21 contains 9210 members 
Mstep: Class 22 contains 317558 members 
Mstep: Class 23 contains 13036 members 
Mstep: Class 24 contains 2030 members 
Entering Unmasked Estep 
Score: -235228880.000000 Penalty: 86326.187500
Splitting cluster 2 changes total score from -235222512.000000 to -235228880.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 3 (329467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329467 members 
Entering Unmasked Estep 
Score: -40248940.000000 Penalty: 3150.897461
	Iteration 0F: 2 clusters Score -4.024894e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164614 members 
Mstep: Class 2 contains 164853 members 
Entering Unmasked Estep 
Score: -40058388.000000 Penalty: 6301.794922
	Iteration 0F: 3 clusters Score -4.005839e+07 nChanged 159693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162677 members 
Mstep: Class 2 contains 166790 members 
Entering Unmasked Estep 
Score: -40153404.000000 Penalty: 6301.794922
	Iteration 1F: 3 clusters Score -4.01534e+07 nChanged 8404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160495 members 
Mstep: Class 2 contains 168972 members 
Entering Unmasked Estep 
Score: -40154660.000000 Penalty: 6301.794922
	Iteration 2Q: 3 clusters Score -4.015466e+07 nChanged 8992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157203 members 
Mstep: Class 2 contains 172264 members 
Entering Unmasked Estep 
Score: -40156436.000000 Penalty: 6301.794922
	Iteration 3Q: 3 clusters Score -4.015644e+07 nChanged 9884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152223 members 
Mstep: Class 2 contains 177244 members 
Entering Unmasked Estep 
Score: -40158732.000000 Penalty: 6301.794922
	Iteration 4Q: 3 clusters Score -4.015873e+07 nChanged 11698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144491 members 
Mstep: Class 2 contains 184976 members 
Entering Unmasked Estep 
Score: -40161664.000000 Penalty: 6301.794922
	Iteration 5Q: 3 clusters Score -4.016166e+07 nChanged 14614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133147 members 
Mstep: Class 2 contains 196320 members 
Entering Unmasked Estep 
Score: -40165900.000000 Penalty: 6301.794922
	Iteration 6Q: 3 clusters Score -4.01659e+07 nChanged 18434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117287 members 
Mstep: Class 2 contains 212180 members 
Entering Unmasked Estep 
Score: -40172200.000000 Penalty: 6301.794922
	Iteration 7F: 3 clusters Score -4.01722e+07 nChanged 21711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97536 members 
Mstep: Class 2 contains 231931 members 
Entering Unmasked Estep 
Score: -40181260.000000 Penalty: 6301.794922
	Iteration 8F: 3 clusters Score -4.018126e+07 nChanged 23229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75805 members 
Mstep: Class 2 contains 253662 members 
Entering Unmasked Estep 
Score: -40193292.000000 Penalty: 6301.794922
	Iteration 9F: 3 clusters Score -4.019329e+07 nChanged 21971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54746 members 
Mstep: Class 2 contains 274721 members 
Entering Unmasked Estep 
Score: -40206248.000000 Penalty: 6301.794922
	Iteration 10F: 3 clusters Score -4.020625e+07 nChanged 18340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 292627 members 
Entering Unmasked Estep 
Score: -40218500.000000 Penalty: 6301.794922
	Iteration 11F: 3 clusters Score -4.02185e+07 nChanged 13842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 306327 members 
Entering Unmasked Estep 
Score: -40228644.000000 Penalty: 6301.794922
	Iteration 12Q: 3 clusters Score -4.022864e+07 nChanged 9426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 315703 members 
Entering Unmasked Estep 
Score: -40235680.000000 Penalty: 6301.794922
	Iteration 13Q: 3 clusters Score -4.023568e+07 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 321498 members 
Entering Unmasked Estep 
Score: -40240468.000000 Penalty: 6301.794922
	Iteration 14Q: 3 clusters Score -4.024047e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 324771 members 
Entering Unmasked Estep 
Score: -40243184.000000 Penalty: 6301.794922
	Iteration 15Q: 3 clusters Score -4.024318e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 326570 members 
Entering Unmasked Estep 
Score: -40244332.000000 Penalty: 6301.794922
	Iteration 16Q: 3 clusters Score -4.024433e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 327502 members 
Entering Unmasked Estep 
Score: -40245028.000000 Penalty: 6301.794922
	Iteration 17Q: 3 clusters Score -4.024503e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 328023 members 
Entering Unmasked Estep 
Score: -40245600.000000 Penalty: 6301.794922
	Iteration 18Q: 3 clusters Score -4.02456e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 328284 members 
Entering Unmasked Estep 
Score: -40245816.000000 Penalty: 6301.794922
	Iteration 19Q: 3 clusters Score -4.024582e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 328442 members 
Entering Unmasked Estep 
Score: -40245924.000000 Penalty: 6301.794922
	Iteration 20F: 3 clusters Score -4.024592e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 328536 members 
Entering Unmasked Estep 
Score: -40246012.000000 Penalty: 6301.794922
	Iteration 21Q: 3 clusters Score -4.024601e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 328604 members 
Entering Unmasked Estep 
Score: -40246080.000000 Penalty: 6301.794922
	Iteration 22Q: 3 clusters Score -4.024608e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 328645 members 
Entering Unmasked Estep 
Score: -40246116.000000 Penalty: 6301.794922
	Iteration 23Q: 3 clusters Score -4.024612e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 328677 members 
Entering Unmasked Estep 
Score: -40246136.000000 Penalty: 6301.794922
	Iteration 24Q: 3 clusters Score -4.024614e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 328695 members 
Entering Unmasked Estep 
Score: -40246124.000000 Penalty: 6301.794922
	Iteration 25Q: 3 clusters Score -4.024612e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 328714 members 
Entering Unmasked Estep 
Score: -40246192.000000 Penalty: 6301.794922
	Iteration 26Q: 3 clusters Score -4.024619e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 328725 members 
Entering Unmasked Estep 
Score: -40246196.000000 Penalty: 6301.794922
	Iteration 27Q: 3 clusters Score -4.02462e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 328725 members 
Entering Unmasked Estep 
Score: -40246196.000000 Penalty: 6301.794922
	Iteration 28Q: 3 clusters Score -4.02462e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 328734 members 
Entering Unmasked Estep 
Score: -40246212.000000 Penalty: 6301.794922
	Iteration 29Q: 3 clusters Score -4.024621e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 328745 members 
Entering Unmasked Estep 
Score: -40246232.000000 Penalty: 6301.794922
	Iteration 30Q: 3 clusters Score -4.024623e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 328753 members 
Entering Unmasked Estep 
Score: -40246240.000000 Penalty: 6301.794922
	Iteration 31Q: 3 clusters Score -4.024624e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 328758 members 
Entering Unmasked Estep 
Score: -40246220.000000 Penalty: 6301.794922
	Iteration 32Q: 3 clusters Score -4.024622e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 328757 members 
Entering Unmasked Estep 
Score: -40246236.000000 Penalty: 6301.794922
	Iteration 33Q: 3 clusters Score -4.024624e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 328759 members 
Entering Unmasked Estep 
Score: -40246248.000000 Penalty: 6301.794922
	Iteration 34Q: 3 clusters Score -4.024625e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 328760 members 
Entering Unmasked Estep 
Score: -40246256.000000 Penalty: 6301.794922
	Iteration 35Q: 3 clusters Score -4.024626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 328761 members 
Entering Unmasked Estep 
Score: -40246252.000000 Penalty: 6301.794922
	Iteration 36Q: 3 clusters Score -4.024625e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 328762 members 
Entering Unmasked Estep 
Score: -40246256.000000 Penalty: 6301.794922
	Iteration 37Q: 3 clusters Score -4.024626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 328763 members 
Entering Unmasked Estep 
Score: -40246248.000000 Penalty: 6301.794922
	Iteration 38Q: 3 clusters Score -4.024625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 328763 members 
Entering Unmasked Estep 
Score: -40246272.000000 Penalty: 6301.794922
	Iteration 39Q: 3 clusters Score -4.024627e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 328763 members 
Entering Unmasked Estep 
Score: -40246272.000000 Penalty: 6301.794922
	Iteration 40F: 3 clusters Score -4.024627e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (29903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Entering Unmasked Estep 
Score: -3475107.000000 Penalty: 2555.816895
	Iteration 0F: 2 clusters Score -3475107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -3454561.250000 Penalty: 5111.633789
	Iteration 0F: 3 clusters Score -3454561 nChanged 13520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -3462207.250000 Penalty: 5111.633789
	Iteration 1F: 3 clusters Score -3462207 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -3463367.250000 Penalty: 5111.633789
	Iteration 2F: 3 clusters Score -3463367 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -3464833.750000 Penalty: 5111.633789
	Iteration 3F: 3 clusters Score -3464834 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -3466819.000000 Penalty: 5111.633789
	Iteration 4F: 3 clusters Score -3466819 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -3469243.500000 Penalty: 5111.633789
	Iteration 5F: 3 clusters Score -3469244 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -3471114.500000 Penalty: 5111.633789
	Iteration 6F: 3 clusters Score -3471114 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -3472177.500000 Penalty: 5111.633789
	Iteration 7F: 3 clusters Score -3472178 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -3472685.750000 Penalty: 5111.633789
	Iteration 8Q: 3 clusters Score -3472686 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -3472932.500000 Penalty: 5111.633789
	Iteration 9Q: 3 clusters Score -3472932 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -3473071.250000 Penalty: 5111.633789
	Iteration 10Q: 3 clusters Score -3473071 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -3473158.250000 Penalty: 5111.633789
	Iteration 11Q: 3 clusters Score -3473158 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -3473202.000000 Penalty: 5111.633789
	Iteration 12Q: 3 clusters Score -3473202 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -3473235.500000 Penalty: 5111.633789
	Iteration 13Q: 3 clusters Score -3473236 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -3473269.000000 Penalty: 5111.633789
	Iteration 14Q: 3 clusters Score -3473269 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 22275 members 
Entering Unmasked Estep 
Score: -3473291.500000 Penalty: 5111.633789
	Iteration 15Q: 3 clusters Score -3473292 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -3473334.750000 Penalty: 5111.633789
	Iteration 16Q: 3 clusters Score -3473335 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -3473387.750000 Penalty: 5111.633789
	Iteration 17Q: 3 clusters Score -3473388 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -3473430.500000 Penalty: 5111.633789
	Iteration 18Q: 3 clusters Score -3473430 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -3473464.000000 Penalty: 5111.633789
	Iteration 19Q: 3 clusters Score -3473464 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -3473498.750000 Penalty: 5111.633789
	Iteration 20F: 3 clusters Score -3473499 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -3473536.250000 Penalty: 5111.633789
	Iteration 21Q: 3 clusters Score -3473536 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -3473567.000000 Penalty: 5111.633789
	Iteration 22Q: 3 clusters Score -3473567 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -3473591.750000 Penalty: 5111.633789
	Iteration 23Q: 3 clusters Score -3473592 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -3473620.250000 Penalty: 5111.633789
	Iteration 24Q: 3 clusters Score -3473620 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -3473627.750000 Penalty: 5111.633789
	Iteration 25Q: 3 clusters Score -3473628 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
Score: -3473648.500000 Penalty: 5111.633789
	Iteration 26Q: 3 clusters Score -3473648 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -3473654.750000 Penalty: 5111.633789
	Iteration 27Q: 3 clusters Score -3473655 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -3473676.500000 Penalty: 5111.633789
	Iteration 28Q: 3 clusters Score -3473676 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -3473696.000000 Penalty: 5111.633789
	Iteration 29Q: 3 clusters Score -3473696 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -3473728.500000 Penalty: 5111.633789
	Iteration 30Q: 3 clusters Score -3473728 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -3473747.250000 Penalty: 5111.633789
	Iteration 31Q: 3 clusters Score -3473747 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -3473776.000000 Penalty: 5111.633789
	Iteration 32Q: 3 clusters Score -3473776 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -3473799.000000 Penalty: 5111.633789
	Iteration 33Q: 3 clusters Score -3473799 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -3473822.250000 Penalty: 5111.633789
	Iteration 34Q: 3 clusters Score -3473822 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -3473886.000000 Penalty: 5111.633789
	Iteration 35Q: 3 clusters Score -3473886 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -3473956.000000 Penalty: 5111.633789
	Iteration 36Q: 3 clusters Score -3473956 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -3474004.250000 Penalty: 5111.633789
	Iteration 37Q: 3 clusters Score -3474004 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -3474050.500000 Penalty: 5111.633789
	Iteration 38Q: 3 clusters Score -3474050 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -3474106.750000 Penalty: 5111.633789
	Iteration 39Q: 3 clusters Score -3474107 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 25847 members 
Entering Unmasked Estep 
Score: -3474135.250000 Penalty: 5111.633789
	Iteration 40F: 3 clusters Score -3474135 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -3474174.250000 Penalty: 5111.633789
	Iteration 41Q: 3 clusters Score -3474174 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -3474209.250000 Penalty: 5111.633789
	Iteration 42Q: 3 clusters Score -3474209 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -3474240.000000 Penalty: 5111.633789
	Iteration 43Q: 3 clusters Score -3474240 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -3474264.000000 Penalty: 5111.633789
	Iteration 44Q: 3 clusters Score -3474264 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -3474295.500000 Penalty: 5111.633789
	Iteration 45Q: 3 clusters Score -3474296 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -3474331.500000 Penalty: 5111.633789
	Iteration 46Q: 3 clusters Score -3474332 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
Score: -3474348.750000 Penalty: 5111.633789
	Iteration 47Q: 3 clusters Score -3474349 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 26690 members 
Entering Unmasked Estep 
Score: -3474375.250000 Penalty: 5111.633789
	Iteration 48Q: 3 clusters Score -3474375 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 26789 members 
Entering Unmasked Estep 
Score: -3474407.250000 Penalty: 5111.633789
	Iteration 49Q: 3 clusters Score -3474407 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 26879 members 
Entering Unmasked Estep 
Score: -3474444.250000 Penalty: 5111.633789
	Iteration 50Q: 3 clusters Score -3474444 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -3474462.000000 Penalty: 5111.633789
	Iteration 51Q: 3 clusters Score -3474462 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 27041 members 
Entering Unmasked Estep 
Score: -3474488.000000 Penalty: 5111.633789
	Iteration 52Q: 3 clusters Score -3474488 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -3474494.750000 Penalty: 5111.633789
	Iteration 53Q: 3 clusters Score -3474495 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -3474503.000000 Penalty: 5111.633789
	Iteration 54Q: 3 clusters Score -3474503 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -3474520.250000 Penalty: 5111.633789
	Iteration 55Q: 3 clusters Score -3474520 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -3474530.250000 Penalty: 5111.633789
	Iteration 56Q: 3 clusters Score -3474530 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -3474554.000000 Penalty: 5111.633789
	Iteration 57Q: 3 clusters Score -3474554 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -3474567.500000 Penalty: 5111.633789
	Iteration 58Q: 3 clusters Score -3474568 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -3474584.500000 Penalty: 5111.633789
	Iteration 59Q: 3 clusters Score -3474584 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -3474590.500000 Penalty: 5111.633789
	Iteration 60F: 3 clusters Score -3474590 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
Score: -3474606.250000 Penalty: 5111.633789
	Iteration 61Q: 3 clusters Score -3474606 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -3474627.750000 Penalty: 5111.633789
	Iteration 62Q: 3 clusters Score -3474628 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -3474639.000000 Penalty: 5111.633789
	Iteration 63Q: 3 clusters Score -3474639 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -3474654.750000 Penalty: 5111.633789
	Iteration 64Q: 3 clusters Score -3474655 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -3474677.500000 Penalty: 5111.633789
	Iteration 65Q: 3 clusters Score -3474678 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 27812 members 
Entering Unmasked Estep 
Score: -3474709.750000 Penalty: 5111.633789
	Iteration 66Q: 3 clusters Score -3474710 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -3474736.500000 Penalty: 5111.633789
	Iteration 67Q: 3 clusters Score -3474736 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 27904 members 
Entering Unmasked Estep 
Score: -3474745.250000 Penalty: 5111.633789
	Iteration 68Q: 3 clusters Score -3474745 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -3474758.750000 Penalty: 5111.633789
	Iteration 69Q: 3 clusters Score -3474759 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
Score: -3474771.500000 Penalty: 5111.633789
	Iteration 70Q: 3 clusters Score -3474772 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -3474770.250000 Penalty: 5111.633789
	Iteration 71Q: 3 clusters Score -3474770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -3474775.500000 Penalty: 5111.633789
	Iteration 72Q: 3 clusters Score -3474776 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 28020 members 
Entering Unmasked Estep 
Score: -3474781.500000 Penalty: 5111.633789
	Iteration 73Q: 3 clusters Score -3474782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
Score: -3474786.250000 Penalty: 5111.633789
	Iteration 74Q: 3 clusters Score -3474786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -3474787.250000 Penalty: 5111.633789
	Iteration 75Q: 3 clusters Score -3474787 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -3474789.000000 Penalty: 5111.633789
	Iteration 76Q: 3 clusters Score -3474789 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -3474799.500000 Penalty: 5111.633789
	Iteration 77Q: 3 clusters Score -3474800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 28088 members 
Entering Unmasked Estep 
Score: -3474804.250000 Penalty: 5111.633789
	Iteration 78Q: 3 clusters Score -3474804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -3474800.000000 Penalty: 5111.633789
	Iteration 79Q: 3 clusters Score -3474800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -3474797.750000 Penalty: 5111.633789
	Iteration 80F: 3 clusters Score -3474798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 28119 members 
Entering Unmasked Estep 
Score: -3474795.500000 Penalty: 5111.633789
	Iteration 81Q: 3 clusters Score -3474796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -3474795.000000 Penalty: 5111.633789
	Iteration 82Q: 3 clusters Score -3474795 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -3474800.500000 Penalty: 5111.633789
	Iteration 83Q: 3 clusters Score -3474800 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -3474806.250000 Penalty: 5111.633789
	Iteration 84Q: 3 clusters Score -3474806 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -3474805.000000 Penalty: 5111.633789
	Iteration 85Q: 3 clusters Score -3474805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -3474812.250000 Penalty: 5111.633789
	Iteration 86Q: 3 clusters Score -3474812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 28224 members 
Entering Unmasked Estep 
Score: -3474810.500000 Penalty: 5111.633789
	Iteration 87Q: 3 clusters Score -3474810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 28238 members 
Entering Unmasked Estep 
Score: -3474817.250000 Penalty: 5111.633789
	Iteration 88Q: 3 clusters Score -3474817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -3474821.000000 Penalty: 5111.633789
	Iteration 89Q: 3 clusters Score -3474821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -3474819.250000 Penalty: 5111.633789
	Iteration 90Q: 3 clusters Score -3474819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -3474819.250000 Penalty: 5111.633789
	Iteration 91Q: 3 clusters Score -3474819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 28264 members 
Entering Unmasked Estep 
Score: -3474821.500000 Penalty: 5111.633789
	Iteration 92Q: 3 clusters Score -3474822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
Score: -3474822.250000 Penalty: 5111.633789
	Iteration 93Q: 3 clusters Score -3474822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -3474828.000000 Penalty: 5111.633789
	Iteration 94Q: 3 clusters Score -3474828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -3474833.500000 Penalty: 5111.633789
	Iteration 95Q: 3 clusters Score -3474834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -3474830.500000 Penalty: 5111.633789
	Iteration 96Q: 3 clusters Score -3474830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -3474830.250000 Penalty: 5111.633789
	Iteration 97Q: 3 clusters Score -3474830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -3474831.750000 Penalty: 5111.633789
	Iteration 98Q: 3 clusters Score -3474832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -3474831.750000 Penalty: 5111.633789
	Iteration 99F: 3 clusters Score -3474832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (181962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181962 members 
Entering Unmasked Estep 
Score: -21989020.000000 Penalty: 3003.665283
	Iteration 0F: 2 clusters Score -2.198902e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91050 members 
Mstep: Class 2 contains 90912 members 
Entering Unmasked Estep 
Score: -21867504.000000 Penalty: 6007.330566
	Iteration 0F: 3 clusters Score -2.18675e+07 nChanged 87189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92641 members 
Mstep: Class 2 contains 89321 members 
Entering Unmasked Estep 
Score: -21919672.000000 Penalty: 6007.330566
	Iteration 1F: 3 clusters Score -2.191967e+07 nChanged 6625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93816 members 
Mstep: Class 2 contains 88146 members 
Entering Unmasked Estep 
Score: -21921784.000000 Penalty: 6007.330566
	Iteration 2Q: 3 clusters Score -2.192178e+07 nChanged 7476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95852 members 
Mstep: Class 2 contains 86110 members 
Entering Unmasked Estep 
Score: -21924494.000000 Penalty: 6007.330566
	Iteration 3Q: 3 clusters Score -2.192449e+07 nChanged 8619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99187 members 
Mstep: Class 2 contains 82775 members 
Entering Unmasked Estep 
Score: -21928270.000000 Penalty: 6007.330566
	Iteration 4Q: 3 clusters Score -2.192827e+07 nChanged 10165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103986 members 
Mstep: Class 2 contains 77976 members 
Entering Unmasked Estep 
Score: -21934318.000000 Penalty: 6007.330566
	Iteration 5F: 3 clusters Score -2.193432e+07 nChanged 11696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110124 members 
Mstep: Class 2 contains 71838 members 
Entering Unmasked Estep 
Score: -21943040.000000 Penalty: 6007.330566
	Iteration 6F: 3 clusters Score -2.194304e+07 nChanged 12515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116613 members 
Mstep: Class 2 contains 65349 members 
Entering Unmasked Estep 
Score: -21954840.000000 Penalty: 6007.330566
	Iteration 7F: 3 clusters Score -2.195484e+07 nChanged 12181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121154 members 
Mstep: Class 2 contains 60808 members 
Entering Unmasked Estep 
Score: -21970738.000000 Penalty: 6007.330566
	Iteration 8F: 3 clusters Score -2.197074e+07 nChanged 11333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121777 members 
Mstep: Class 2 contains 60185 members 
Entering Unmasked Estep 
Score: -21985402.000000 Penalty: 6007.330566
	Iteration 9F: 3 clusters Score -2.19854e+07 nChanged 9385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119332 members 
Mstep: Class 2 contains 62630 members 
Entering Unmasked Estep 
Score: -21993616.000000 Penalty: 6007.330566
	Iteration 10F: 3 clusters Score -2.199362e+07 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115833 members 
Mstep: Class 2 contains 66129 members 
Entering Unmasked Estep 
Score: -21998278.000000 Penalty: 6007.330566
	Iteration 11Q: 3 clusters Score -2.199828e+07 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111735 members 
Mstep: Class 2 contains 70227 members 
Entering Unmasked Estep 
Score: -22002324.000000 Penalty: 6007.330566
	Iteration 12Q: 3 clusters Score -2.200232e+07 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107585 members 
Mstep: Class 2 contains 74377 members 
Entering Unmasked Estep 
Score: -22005796.000000 Penalty: 6007.330566
	Iteration 13Q: 3 clusters Score -2.20058e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104000 members 
Mstep: Class 2 contains 77962 members 
Entering Unmasked Estep 
Score: -22008402.000000 Penalty: 6007.330566
	Iteration 14Q: 3 clusters Score -2.20084e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101077 members 
Mstep: Class 2 contains 80885 members 
Entering Unmasked Estep 
Score: -22009734.000000 Penalty: 6007.330566
	Iteration 15Q: 3 clusters Score -2.200973e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98814 members 
Mstep: Class 2 contains 83148 members 
Entering Unmasked Estep 
Score: -22010580.000000 Penalty: 6007.330566
	Iteration 16Q: 3 clusters Score -2.201058e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97090 members 
Mstep: Class 2 contains 84872 members 
Entering Unmasked Estep 
Score: -22011152.000000 Penalty: 6007.330566
	Iteration 17Q: 3 clusters Score -2.201115e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95791 members 
Mstep: Class 2 contains 86171 members 
Entering Unmasked Estep 
Score: -22011434.000000 Penalty: 6007.330566
	Iteration 18Q: 3 clusters Score -2.201143e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94841 members 
Mstep: Class 2 contains 87121 members 
Entering Unmasked Estep 
Score: -22011682.000000 Penalty: 6007.330566
	Iteration 19Q: 3 clusters Score -2.201168e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94162 members 
Mstep: Class 2 contains 87800 members 
Entering Unmasked Estep 
Score: -22011750.000000 Penalty: 6007.330566
	Iteration 20F: 3 clusters Score -2.201175e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93669 members 
Mstep: Class 2 contains 88293 members 
Entering Unmasked Estep 
Score: -22011762.000000 Penalty: 6007.330566
	Iteration 21Q: 3 clusters Score -2.201176e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93292 members 
Mstep: Class 2 contains 88670 members 
Entering Unmasked Estep 
Score: -22011868.000000 Penalty: 6007.330566
	Iteration 22Q: 3 clusters Score -2.201187e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93037 members 
Mstep: Class 2 contains 88925 members 
Entering Unmasked Estep 
Score: -22011948.000000 Penalty: 6007.330566
	Iteration 23Q: 3 clusters Score -2.201195e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92864 members 
Mstep: Class 2 contains 89098 members 
Entering Unmasked Estep 
Score: -22011922.000000 Penalty: 6007.330566
	Iteration 24Q: 3 clusters Score -2.201192e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92732 members 
Mstep: Class 2 contains 89230 members 
Entering Unmasked Estep 
Score: -22011942.000000 Penalty: 6007.330566
	Iteration 25Q: 3 clusters Score -2.201194e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92639 members 
Mstep: Class 2 contains 89323 members 
Entering Unmasked Estep 
Score: -22011936.000000 Penalty: 6007.330566
	Iteration 26Q: 3 clusters Score -2.201194e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92586 members 
Mstep: Class 2 contains 89376 members 
Entering Unmasked Estep 
Score: -22011924.000000 Penalty: 6007.330566
	Iteration 27Q: 3 clusters Score -2.201192e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92548 members 
Mstep: Class 2 contains 89414 members 
Entering Unmasked Estep 
Score: -22011936.000000 Penalty: 6007.330566
	Iteration 28Q: 3 clusters Score -2.201194e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92513 members 
Mstep: Class 2 contains 89449 members 
Entering Unmasked Estep 
Score: -22011904.000000 Penalty: 6007.330566
	Iteration 29Q: 3 clusters Score -2.20119e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92476 members 
Mstep: Class 2 contains 89486 members 
Entering Unmasked Estep 
Score: -22011916.000000 Penalty: 6007.330566
	Iteration 30Q: 3 clusters Score -2.201192e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92443 members 
Mstep: Class 2 contains 89519 members 
Entering Unmasked Estep 
Score: -22011894.000000 Penalty: 6007.330566
	Iteration 31Q: 3 clusters Score -2.201189e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92419 members 
Mstep: Class 2 contains 89543 members 
Entering Unmasked Estep 
Score: -22011888.000000 Penalty: 6007.330566
	Iteration 32Q: 3 clusters Score -2.201189e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92398 members 
Mstep: Class 2 contains 89564 members 
Entering Unmasked Estep 
Score: -22011880.000000 Penalty: 6007.330566
	Iteration 33Q: 3 clusters Score -2.201188e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92386 members 
Mstep: Class 2 contains 89576 members 
Entering Unmasked Estep 
Score: -22011880.000000 Penalty: 6007.330566
	Iteration 34Q: 3 clusters Score -2.201188e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92374 members 
Mstep: Class 2 contains 89588 members 
Entering Unmasked Estep 
Score: -22011876.000000 Penalty: 6007.330566
	Iteration 35Q: 3 clusters Score -2.201188e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92367 members 
Mstep: Class 2 contains 89595 members 
Entering Unmasked Estep 
Score: -22011868.000000 Penalty: 6007.330566
	Iteration 36Q: 3 clusters Score -2.201187e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92361 members 
Mstep: Class 2 contains 89601 members 
Entering Unmasked Estep 
Score: -22011870.000000 Penalty: 6007.330566
	Iteration 37Q: 3 clusters Score -2.201187e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92357 members 
Mstep: Class 2 contains 89605 members 
Entering Unmasked Estep 
Score: -22011870.000000 Penalty: 6007.330566
	Iteration 38Q: 3 clusters Score -2.201187e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92352 members 
Mstep: Class 2 contains 89610 members 
Entering Unmasked Estep 
Score: -22011878.000000 Penalty: 6007.330566
	Iteration 39Q: 3 clusters Score -2.201188e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92350 members 
Mstep: Class 2 contains 89612 members 
Entering Unmasked Estep 
Score: -22011880.000000 Penalty: 6007.330566
	Iteration 40F: 3 clusters Score -2.201188e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92349 members 
Mstep: Class 2 contains 89613 members 
Entering Unmasked Estep 
Score: -22011880.000000 Penalty: 6007.330566
	Iteration 41Q: 3 clusters Score -2.201188e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92348 members 
Mstep: Class 2 contains 89614 members 
Entering Unmasked Estep 
Score: -22011872.000000 Penalty: 6007.330566
	Iteration 42Q: 3 clusters Score -2.201187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92347 members 
Mstep: Class 2 contains 89615 members 
Entering Unmasked Estep 
Score: -22011874.000000 Penalty: 6007.330566
	Iteration 43Q: 3 clusters Score -2.201187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92346 members 
Mstep: Class 2 contains 89616 members 
Entering Unmasked Estep 
Score: -22011874.000000 Penalty: 6007.330566
	Iteration 44Q: 3 clusters Score -2.201187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92345 members 
Mstep: Class 2 contains 89617 members 
Entering Unmasked Estep 
Score: -22011870.000000 Penalty: 6007.330566
	Iteration 45Q: 3 clusters Score -2.201187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92344 members 
Mstep: Class 2 contains 89618 members 
Entering Unmasked Estep 
Score: -22011880.000000 Penalty: 6007.330566
	Iteration 46Q: 3 clusters Score -2.201188e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92342 members 
Mstep: Class 2 contains 89620 members 
Entering Unmasked Estep 
Score: -22011876.000000 Penalty: 6007.330566
	Iteration 47Q: 3 clusters Score -2.201188e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92337 members 
Mstep: Class 2 contains 89625 members 
Entering Unmasked Estep 
Score: -22011876.000000 Penalty: 6007.330566
	Iteration 48Q: 3 clusters Score -2.201188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92334 members 
Mstep: Class 2 contains 89628 members 
Entering Unmasked Estep 
Score: -22011876.000000 Penalty: 6007.330566
	Iteration 49Q: 3 clusters Score -2.201188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92331 members 
Mstep: Class 2 contains 89631 members 
Entering Unmasked Estep 
Score: -22011876.000000 Penalty: 6007.330566
	Iteration 50Q: 3 clusters Score -2.201188e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92330 members 
Mstep: Class 2 contains 89632 members 
Entering Unmasked Estep 
Score: -22011874.000000 Penalty: 6007.330566
	Iteration 51Q: 3 clusters Score -2.201187e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92330 members 
Mstep: Class 2 contains 89632 members 
Entering Unmasked Estep 
Score: -22011874.000000 Penalty: 6007.330566
	Iteration 52F: 3 clusters Score -2.201187e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 125123 members 
Mstep: Class 2 contains 732 members 
Mstep: Class 3 contains 329467 members 
Mstep: Class 4 contains 29903 members 
Mstep: Class 5 contains 92330 members 
Mstep: Class 6 contains 34301 members 
Mstep: Class 7 contains 4671 members 
Mstep: Class 8 contains 13793 members 
Mstep: Class 9 contains 58420 members 
Mstep: Class 10 contains 25920 members 
Mstep: Class 11 contains 52421 members 
Mstep: Class 12 contains 13433 members 
Mstep: Class 13 contains 210301 members 
Mstep: Class 14 contains 85563 members 
Mstep: Class 15 contains 207937 members 
Mstep: Class 16 contains 9135 members 
Mstep: Class 17 contains 10416 members 
Mstep: Class 18 contains 221841 members 
Mstep: Class 19 contains 9100 members 
Mstep: Class 20 contains 23807 members 
Mstep: Class 21 contains 9210 members 
Mstep: Class 22 contains 317558 members 
Mstep: Class 23 contains 13036 members 
Mstep: Class 24 contains 2030 members 
Mstep: Class 25 contains 89632 members 
Entering Unmasked Estep 
Score: -235259728.000000 Penalty: 89923.109375
Splitting cluster 5 changes total score from -235222512.000000 to -235259728.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 6 (34301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34301 members 
Entering Unmasked Estep 
Score: -4186339.750000 Penalty: 2589.846680
	Iteration 0F: 2 clusters Score -4186340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -4163035.000000 Penalty: 5179.693359
	Iteration 0F: 3 clusters Score -4163035 nChanged 15555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -4171552.500000 Penalty: 5179.693359
	Iteration 1F: 3 clusters Score -4171552 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -4172241.500000 Penalty: 5179.693359
	Iteration 2Q: 3 clusters Score -4172242 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -4173107.750000 Penalty: 5179.693359
	Iteration 3Q: 3 clusters Score -4173108 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -4174233.250000 Penalty: 5179.693359
	Iteration 4F: 3 clusters Score -4174233 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -4175670.750000 Penalty: 5179.693359
	Iteration 5F: 3 clusters Score -4175671 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -4177387.250000 Penalty: 5179.693359
	Iteration 6F: 3 clusters Score -4177387 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -4179147.250000 Penalty: 5179.693359
	Iteration 7F: 3 clusters Score -4179147 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -4180713.250000 Penalty: 5179.693359
	Iteration 8F: 3 clusters Score -4180713 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -4181948.250000 Penalty: 5179.693359
	Iteration 9F: 3 clusters Score -4181948 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -4182859.500000 Penalty: 5179.693359
	Iteration 10Q: 3 clusters Score -4182860 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -4183547.500000 Penalty: 5179.693359
	Iteration 11Q: 3 clusters Score -4183548 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -4184168.500000 Penalty: 5179.693359
	Iteration 12Q: 3 clusters Score -4184168 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -4184607.500000 Penalty: 5179.693359
	Iteration 13Q: 3 clusters Score -4184608 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -4184918.000000 Penalty: 5179.693359
	Iteration 14Q: 3 clusters Score -4184918 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -4185135.000000 Penalty: 5179.693359
	Iteration 15Q: 3 clusters Score -4185135 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -4185305.250000 Penalty: 5179.693359
	Iteration 16Q: 3 clusters Score -4185305 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -4185442.750000 Penalty: 5179.693359
	Iteration 17Q: 3 clusters Score -4185443 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -4185539.750000 Penalty: 5179.693359
	Iteration 18Q: 3 clusters Score -4185540 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -4185614.750000 Penalty: 5179.693359
	Iteration 19Q: 3 clusters Score -4185615 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -4185667.250000 Penalty: 5179.693359
	Iteration 20F: 3 clusters Score -4185667 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -4185720.250000 Penalty: 5179.693359
	Iteration 21Q: 3 clusters Score -4185720 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -4185749.500000 Penalty: 5179.693359
	Iteration 22Q: 3 clusters Score -4185750 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -4185766.000000 Penalty: 5179.693359
	Iteration 23Q: 3 clusters Score -4185766 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -4185773.000000 Penalty: 5179.693359
	Iteration 24Q: 3 clusters Score -4185773 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -4185790.750000 Penalty: 5179.693359
	Iteration 25Q: 3 clusters Score -4185791 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -4185799.500000 Penalty: 5179.693359
	Iteration 26Q: 3 clusters Score -4185800 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -4185806.500000 Penalty: 5179.693359
	Iteration 27Q: 3 clusters Score -4185806 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -4185819.250000 Penalty: 5179.693359
	Iteration 28Q: 3 clusters Score -4185819 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -4185821.500000 Penalty: 5179.693359
	Iteration 29Q: 3 clusters Score -4185822 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -4185817.750000 Penalty: 5179.693359
	Iteration 30Q: 3 clusters Score -4185818 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -4185827.250000 Penalty: 5179.693359
	Iteration 31Q: 3 clusters Score -4185827 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -4185835.500000 Penalty: 5179.693359
	Iteration 32Q: 3 clusters Score -4185836 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -4185830.500000 Penalty: 5179.693359
	Iteration 33Q: 3 clusters Score -4185830 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -4185823.250000 Penalty: 5179.693359
	Iteration 34Q: 3 clusters Score -4185823 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -4185837.500000 Penalty: 5179.693359
	Iteration 35Q: 3 clusters Score -4185838 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -4185835.500000 Penalty: 5179.693359
	Iteration 36Q: 3 clusters Score -4185836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -4185840.500000 Penalty: 5179.693359
	Iteration 37Q: 3 clusters Score -4185840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -4185836.500000 Penalty: 5179.693359
	Iteration 38Q: 3 clusters Score -4185836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -4185845.750000 Penalty: 5179.693359
	Iteration 39Q: 3 clusters Score -4185846 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -4185841.500000 Penalty: 5179.693359
	Iteration 40F: 3 clusters Score -4185842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -4185841.000000 Penalty: 5179.693359
	Iteration 41Q: 3 clusters Score -4185841 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -4185841.750000 Penalty: 5179.693359
	Iteration 42Q: 3 clusters Score -4185842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -4185844.500000 Penalty: 5179.693359
	Iteration 43Q: 3 clusters Score -4185844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -4185843.250000 Penalty: 5179.693359
	Iteration 44Q: 3 clusters Score -4185843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -4185845.750000 Penalty: 5179.693359
	Iteration 45Q: 3 clusters Score -4185846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -4185839.750000 Penalty: 5179.693359
	Iteration 46Q: 3 clusters Score -4185840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -4185839.000000 Penalty: 5179.693359
	Iteration 47Q: 3 clusters Score -4185839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -4185840.250000 Penalty: 5179.693359
	Iteration 48Q: 3 clusters Score -4185840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -4185837.500000 Penalty: 5179.693359
	Iteration 49Q: 3 clusters Score -4185838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -4185835.250000 Penalty: 5179.693359
	Iteration 50Q: 3 clusters Score -4185835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -4185846.750000 Penalty: 5179.693359
	Iteration 51Q: 3 clusters Score -4185847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -4185843.750000 Penalty: 5179.693359
	Iteration 52Q: 3 clusters Score -4185844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -4185841.000000 Penalty: 5179.693359
	Iteration 53Q: 3 clusters Score -4185841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -4185839.000000 Penalty: 5179.693359
	Iteration 54Q: 3 clusters Score -4185839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -4185837.250000 Penalty: 5179.693359
	Iteration 55Q: 3 clusters Score -4185837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -4185841.250000 Penalty: 5179.693359
	Iteration 56Q: 3 clusters Score -4185841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -4185836.750000 Penalty: 5179.693359
	Iteration 57Q: 3 clusters Score -4185837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -4185840.500000 Penalty: 5179.693359
	Iteration 58Q: 3 clusters Score -4185840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -4185840.500000 Penalty: 5179.693359
	Iteration 59F: 3 clusters Score -4185840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Entering Unmasked Estep 
Score: -551499.875000 Penalty: 2095.383789
	Iteration 0F: 2 clusters Score -551499.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -547191.000000 Penalty: 4190.767578
	Iteration 0F: 3 clusters Score -547191 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -548204.500000 Penalty: 4190.767578
	Iteration 1F: 3 clusters Score -548204.5 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -548407.062500 Penalty: 4190.767578
	Iteration 2F: 3 clusters Score -548407.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -548523.125000 Penalty: 4190.767578
	Iteration 3Q: 3 clusters Score -548523.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -548626.937500 Penalty: 4190.767578
	Iteration 4Q: 3 clusters Score -548626.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -548746.875000 Penalty: 4190.767578
	Iteration 5Q: 3 clusters Score -548746.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -548908.125000 Penalty: 4190.767578
	Iteration 6Q: 3 clusters Score -548908.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -549096.125000 Penalty: 4190.767578
	Iteration 7Q: 3 clusters Score -549096.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -549291.875000 Penalty: 4190.767578
	Iteration 8Q: 3 clusters Score -549291.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -549502.437500 Penalty: 4190.767578
	Iteration 9Q: 3 clusters Score -549502.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -549709.562500 Penalty: 4190.767578
	Iteration 10Q: 3 clusters Score -549709.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -549887.062500 Penalty: 4190.767578
	Iteration 11Q: 3 clusters Score -549887.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -550045.812500 Penalty: 4190.767578
	Iteration 12Q: 3 clusters Score -550045.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -550166.437500 Penalty: 4190.767578
	Iteration 13Q: 3 clusters Score -550166.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -550251.562500 Penalty: 4190.767578
	Iteration 14Q: 3 clusters Score -550251.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -550297.187500 Penalty: 4190.767578
	Iteration 15Q: 3 clusters Score -550297.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -550338.562500 Penalty: 4190.767578
	Iteration 16Q: 3 clusters Score -550338.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -550379.062500 Penalty: 4190.767578
	Iteration 17Q: 3 clusters Score -550379.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -550400.000000 Penalty: 4190.767578
	Iteration 18Q: 3 clusters Score -550400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -550417.500000 Penalty: 4190.767578
	Iteration 19Q: 3 clusters Score -550417.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -550429.187500 Penalty: 4190.767578
	Iteration 20F: 3 clusters Score -550429.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -550445.437500 Penalty: 4190.767578
	Iteration 21Q: 3 clusters Score -550445.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -550464.812500 Penalty: 4190.767578
	Iteration 22Q: 3 clusters Score -550464.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -550494.625000 Penalty: 4190.767578
	Iteration 23Q: 3 clusters Score -550494.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -550512.687500 Penalty: 4190.767578
	Iteration 24Q: 3 clusters Score -550512.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -550521.500000 Penalty: 4190.767578
	Iteration 25Q: 3 clusters Score -550521.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -550522.625000 Penalty: 4190.767578
	Iteration 26Q: 3 clusters Score -550522.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -550524.375000 Penalty: 4190.767578
	Iteration 27Q: 3 clusters Score -550524.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -550525.562500 Penalty: 4190.767578
	Iteration 28Q: 3 clusters Score -550525.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -550527.187500 Penalty: 4190.767578
	Iteration 29Q: 3 clusters Score -550527.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -550528.062500 Penalty: 4190.767578
	Iteration 30Q: 3 clusters Score -550528.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -550528.062500 Penalty: 4190.767578
	Iteration 31F: 3 clusters Score -550528.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Entering Unmasked Estep 
Score: -1568013.500000 Penalty: 2363.915283
	Iteration 0F: 2 clusters Score -1568014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1557998.750000 Penalty: 4727.830566
	Iteration 0F: 3 clusters Score -1557999 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1561866.875000 Penalty: 4727.830566
	Iteration 1F: 3 clusters Score -1561867 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1564042.125000 Penalty: 4727.830566
	Iteration 2F: 3 clusters Score -1564042 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1567846.000000 Penalty: 4727.830566
	Iteration 3F: 3 clusters Score -1567846 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1571152.375000 Penalty: 4727.830566
	Iteration 4F: 3 clusters Score -1571152 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1572325.500000 Penalty: 4727.830566
	Iteration 5F: 3 clusters Score -1572326 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1572701.500000 Penalty: 4727.830566
	Iteration 6Q: 3 clusters Score -1572702 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1572884.250000 Penalty: 4727.830566
	Iteration 7Q: 3 clusters Score -1572884 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1572985.750000 Penalty: 4727.830566
	Iteration 8Q: 3 clusters Score -1572986 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1573050.750000 Penalty: 4727.830566
	Iteration 9Q: 3 clusters Score -1573051 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1573132.625000 Penalty: 4727.830566
	Iteration 10Q: 3 clusters Score -1573133 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1573215.500000 Penalty: 4727.830566
	Iteration 11Q: 3 clusters Score -1573216 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1573294.000000 Penalty: 4727.830566
	Iteration 12Q: 3 clusters Score -1573294 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1573375.750000 Penalty: 4727.830566
	Iteration 13Q: 3 clusters Score -1573376 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1573463.500000 Penalty: 4727.830566
	Iteration 14Q: 3 clusters Score -1573464 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1573538.000000 Penalty: 4727.830566
	Iteration 15Q: 3 clusters Score -1573538 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1573608.125000 Penalty: 4727.830566
	Iteration 16Q: 3 clusters Score -1573608 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1573651.750000 Penalty: 4727.830566
	Iteration 17Q: 3 clusters Score -1573652 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1573693.375000 Penalty: 4727.830566
	Iteration 18Q: 3 clusters Score -1573693 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1573734.500000 Penalty: 4727.830566
	Iteration 19Q: 3 clusters Score -1573734 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1573782.125000 Penalty: 4727.830566
	Iteration 20F: 3 clusters Score -1573782 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1573825.875000 Penalty: 4727.830566
	Iteration 21Q: 3 clusters Score -1573826 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1573865.750000 Penalty: 4727.830566
	Iteration 22Q: 3 clusters Score -1573866 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1573905.125000 Penalty: 4727.830566
	Iteration 23Q: 3 clusters Score -1573905 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1573935.250000 Penalty: 4727.830566
	Iteration 24Q: 3 clusters Score -1573935 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1573965.750000 Penalty: 4727.830566
	Iteration 25Q: 3 clusters Score -1573966 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1573989.000000 Penalty: 4727.830566
	Iteration 26Q: 3 clusters Score -1573989 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1574009.375000 Penalty: 4727.830566
	Iteration 27Q: 3 clusters Score -1574009 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1574020.375000 Penalty: 4727.830566
	Iteration 28Q: 3 clusters Score -1574020 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1574025.125000 Penalty: 4727.830566
	Iteration 29Q: 3 clusters Score -1574025 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1574024.625000 Penalty: 4727.830566
	Iteration 30Q: 3 clusters Score -1574025 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1574028.875000 Penalty: 4727.830566
	Iteration 31Q: 3 clusters Score -1574029 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1574028.750000 Penalty: 4727.830566
	Iteration 32Q: 3 clusters Score -1574029 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1574035.625000 Penalty: 4727.830566
	Iteration 33Q: 3 clusters Score -1574036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1574036.375000 Penalty: 4727.830566
	Iteration 34Q: 3 clusters Score -1574036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1574039.125000 Penalty: 4727.830566
	Iteration 35Q: 3 clusters Score -1574039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1574041.750000 Penalty: 4727.830566
	Iteration 36Q: 3 clusters Score -1574042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1574041.375000 Penalty: 4727.830566
	Iteration 37Q: 3 clusters Score -1574041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1574044.625000 Penalty: 4727.830566
	Iteration 38Q: 3 clusters Score -1574045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1574044.625000 Penalty: 4727.830566
	Iteration 39F: 3 clusters Score -1574045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 125123 members 
Mstep: Class 2 contains 732 members 
Mstep: Class 3 contains 329467 members 
Mstep: Class 4 contains 29903 members 
Mstep: Class 5 contains 92330 members 
Mstep: Class 6 contains 34301 members 
Mstep: Class 7 contains 4671 members 
Mstep: Class 8 contains 4937 members 
Mstep: Class 9 contains 58420 members 
Mstep: Class 10 contains 25920 members 
Mstep: Class 11 contains 52421 members 
Mstep: Class 12 contains 13433 members 
Mstep: Class 13 contains 210301 members 
Mstep: Class 14 contains 85563 members 
Mstep: Class 15 contains 207937 members 
Mstep: Class 16 contains 9135 members 
Mstep: Class 17 contains 10416 members 
Mstep: Class 18 contains 221841 members 
Mstep: Class 19 contains 9100 members 
Mstep: Class 20 contains 23807 members 
Mstep: Class 21 contains 9210 members 
Mstep: Class 22 contains 317558 members 
Mstep: Class 23 contains 13036 members 
Mstep: Class 24 contains 2030 members 
Mstep: Class 25 contains 89632 members 
Mstep: Class 26 contains 8856 members 
Entering Unmasked Estep 
Score: -235262896.000000 Penalty: 93520.039062
Splitting cluster 8 changes total score from -235222512.000000 to -235262896.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 9 (58420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58420 members 
Entering Unmasked Estep 
Score: -7132420.000000 Penalty: 2721.902588
	Iteration 0F: 2 clusters Score -7132420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 29245 members 
Entering Unmasked Estep 
Score: -7093242.000000 Penalty: 5443.805176
	Iteration 0F: 3 clusters Score -7093242 nChanged 27214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28451 members 
Mstep: Class 2 contains 29969 members 
Entering Unmasked Estep 
Score: -7108264.500000 Penalty: 5443.805176
	Iteration 1F: 3 clusters Score -7108264 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -7109051.000000 Penalty: 5443.805176
	Iteration 2Q: 3 clusters Score -7109051 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -7109972.000000 Penalty: 5443.805176
	Iteration 3Q: 3 clusters Score -7109972 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -7111171.000000 Penalty: 5443.805176
	Iteration 4Q: 3 clusters Score -7111171 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 34354 members 
Entering Unmasked Estep 
Score: -7112956.500000 Penalty: 5443.805176
	Iteration 5F: 3 clusters Score -7112956 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 36691 members 
Entering Unmasked Estep 
Score: -7115298.500000 Penalty: 5443.805176
	Iteration 6F: 3 clusters Score -7115298 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
Score: -7117878.000000 Penalty: 5443.805176
	Iteration 7F: 3 clusters Score -7117878 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 42084 members 
Entering Unmasked Estep 
Score: -7120678.500000 Penalty: 5443.805176
	Iteration 8F: 3 clusters Score -7120678 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 44578 members 
Entering Unmasked Estep 
Score: -7123269.000000 Penalty: 5443.805176
	Iteration 9F: 3 clusters Score -7123269 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 46578 members 
Entering Unmasked Estep 
Score: -7125341.000000 Penalty: 5443.805176
	Iteration 10Q: 3 clusters Score -7125341 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 48016 members 
Entering Unmasked Estep 
Score: -7126734.000000 Penalty: 5443.805176
	Iteration 11Q: 3 clusters Score -7126734 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 49065 members 
Entering Unmasked Estep 
Score: -7127582.000000 Penalty: 5443.805176
	Iteration 12Q: 3 clusters Score -7127582 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 49832 members 
Entering Unmasked Estep 
Score: -7127961.000000 Penalty: 5443.805176
	Iteration 13Q: 3 clusters Score -7127961 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 50505 members 
Entering Unmasked Estep 
Score: -7128366.000000 Penalty: 5443.805176
	Iteration 14Q: 3 clusters Score -7128366 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 51049 members 
Entering Unmasked Estep 
Score: -7128646.000000 Penalty: 5443.805176
	Iteration 15Q: 3 clusters Score -7128646 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 51515 members 
Entering Unmasked Estep 
Score: -7128803.000000 Penalty: 5443.805176
	Iteration 16Q: 3 clusters Score -7128803 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 51940 members 
Entering Unmasked Estep 
Score: -7128981.500000 Penalty: 5443.805176
	Iteration 17Q: 3 clusters Score -7128982 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 52344 members 
Entering Unmasked Estep 
Score: -7129119.000000 Penalty: 5443.805176
	Iteration 18Q: 3 clusters Score -7129119 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 52728 members 
Entering Unmasked Estep 
Score: -7129264.000000 Penalty: 5443.805176
	Iteration 19Q: 3 clusters Score -7129264 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 53101 members 
Entering Unmasked Estep 
Score: -7129374.500000 Penalty: 5443.805176
	Iteration 20F: 3 clusters Score -7129374 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 53446 members 
Entering Unmasked Estep 
Score: -7129499.500000 Penalty: 5443.805176
	Iteration 21Q: 3 clusters Score -7129500 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 53775 members 
Entering Unmasked Estep 
Score: -7129606.500000 Penalty: 5443.805176
	Iteration 22Q: 3 clusters Score -7129606 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 54073 members 
Entering Unmasked Estep 
Score: -7129682.000000 Penalty: 5443.805176
	Iteration 23Q: 3 clusters Score -7129682 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 54331 members 
Entering Unmasked Estep 
Score: -7129763.500000 Penalty: 5443.805176
	Iteration 24Q: 3 clusters Score -7129764 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 54576 members 
Entering Unmasked Estep 
Score: -7129840.000000 Penalty: 5443.805176
	Iteration 25Q: 3 clusters Score -7129840 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 54809 members 
Entering Unmasked Estep 
Score: -7129916.000000 Penalty: 5443.805176
	Iteration 26Q: 3 clusters Score -7129916 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 55024 members 
Entering Unmasked Estep 
Score: -7129995.000000 Penalty: 5443.805176
	Iteration 27Q: 3 clusters Score -7129995 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 55246 members 
Entering Unmasked Estep 
Score: -7130068.500000 Penalty: 5443.805176
	Iteration 28Q: 3 clusters Score -7130068 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 55474 members 
Entering Unmasked Estep 
Score: -7130132.500000 Penalty: 5443.805176
	Iteration 29Q: 3 clusters Score -7130132 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 55640 members 
Entering Unmasked Estep 
Score: -7130207.500000 Penalty: 5443.805176
	Iteration 30Q: 3 clusters Score -7130208 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 55771 members 
Entering Unmasked Estep 
Score: -7130241.000000 Penalty: 5443.805176
	Iteration 31Q: 3 clusters Score -7130241 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 55868 members 
Entering Unmasked Estep 
Score: -7130282.000000 Penalty: 5443.805176
	Iteration 32Q: 3 clusters Score -7130282 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 55949 members 
Entering Unmasked Estep 
Score: -7130316.500000 Penalty: 5443.805176
	Iteration 33Q: 3 clusters Score -7130316 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 56016 members 
Entering Unmasked Estep 
Score: -7130329.000000 Penalty: 5443.805176
	Iteration 34Q: 3 clusters Score -7130329 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 56083 members 
Entering Unmasked Estep 
Score: -7130338.000000 Penalty: 5443.805176
	Iteration 35Q: 3 clusters Score -7130338 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 56145 members 
Entering Unmasked Estep 
Score: -7130362.000000 Penalty: 5443.805176
	Iteration 36Q: 3 clusters Score -7130362 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 56209 members 
Entering Unmasked Estep 
Score: -7130368.500000 Penalty: 5443.805176
	Iteration 37Q: 3 clusters Score -7130368 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 56270 members 
Entering Unmasked Estep 
Score: -7130381.000000 Penalty: 5443.805176
	Iteration 38Q: 3 clusters Score -7130381 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 56325 members 
Entering Unmasked Estep 
Score: -7130416.000000 Penalty: 5443.805176
	Iteration 39Q: 3 clusters Score -7130416 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 56364 members 
Entering Unmasked Estep 
Score: -7130422.000000 Penalty: 5443.805176
	Iteration 40F: 3 clusters Score -7130422 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 56395 members 
Entering Unmasked Estep 
Score: -7130431.500000 Penalty: 5443.805176
	Iteration 41Q: 3 clusters Score -7130432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 56416 members 
Entering Unmasked Estep 
Score: -7130429.000000 Penalty: 5443.805176
	Iteration 42Q: 3 clusters Score -7130429 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 56440 members 
Entering Unmasked Estep 
Score: -7130426.500000 Penalty: 5443.805176
	Iteration 43Q: 3 clusters Score -7130426 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 56466 members 
Entering Unmasked Estep 
Score: -7130430.000000 Penalty: 5443.805176
	Iteration 44Q: 3 clusters Score -7130430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 56481 members 
Entering Unmasked Estep 
Score: -7130428.500000 Penalty: 5443.805176
	Iteration 45Q: 3 clusters Score -7130428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 56495 members 
Entering Unmasked Estep 
Score: -7130437.500000 Penalty: 5443.805176
	Iteration 46Q: 3 clusters Score -7130438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 56505 members 
Entering Unmasked Estep 
Score: -7130429.500000 Penalty: 5443.805176
	Iteration 47Q: 3 clusters Score -7130430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 56515 members 
Entering Unmasked Estep 
Score: -7130432.000000 Penalty: 5443.805176
	Iteration 48Q: 3 clusters Score -7130432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 56529 members 
Entering Unmasked Estep 
Score: -7130445.000000 Penalty: 5443.805176
	Iteration 49Q: 3 clusters Score -7130445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 56540 members 
Entering Unmasked Estep 
Score: -7130437.500000 Penalty: 5443.805176
	Iteration 50Q: 3 clusters Score -7130438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 56557 members 
Entering Unmasked Estep 
Score: -7130444.500000 Penalty: 5443.805176
	Iteration 51Q: 3 clusters Score -7130444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 56573 members 
Entering Unmasked Estep 
Score: -7130454.000000 Penalty: 5443.805176
	Iteration 52Q: 3 clusters Score -7130454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 56590 members 
Entering Unmasked Estep 
Score: -7130466.500000 Penalty: 5443.805176
	Iteration 53Q: 3 clusters Score -7130466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 56602 members 
Entering Unmasked Estep 
Score: -7130470.000000 Penalty: 5443.805176
	Iteration 54Q: 3 clusters Score -7130470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 56607 members 
Entering Unmasked Estep 
Score: -7130471.000000 Penalty: 5443.805176
	Iteration 55Q: 3 clusters Score -7130471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 56611 members 
Entering Unmasked Estep 
Score: -7130466.000000 Penalty: 5443.805176
	Iteration 56Q: 3 clusters Score -7130466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 56616 members 
Entering Unmasked Estep 
Score: -7130462.000000 Penalty: 5443.805176
	Iteration 57Q: 3 clusters Score -7130462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 56617 members 
Entering Unmasked Estep 
Score: -7130461.500000 Penalty: 5443.805176
	Iteration 58Q: 3 clusters Score -7130462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 56618 members 
Entering Unmasked Estep 
Score: -7130465.000000 Penalty: 5443.805176
	Iteration 59Q: 3 clusters Score -7130465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 56620 members 
Entering Unmasked Estep 
Score: -7130469.500000 Penalty: 5443.805176
	Iteration 60F: 3 clusters Score -7130470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 56621 members 
Entering Unmasked Estep 
Score: -7130471.000000 Penalty: 5443.805176
	Iteration 61Q: 3 clusters Score -7130471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 56622 members 
Entering Unmasked Estep 
Score: -7130471.500000 Penalty: 5443.805176
	Iteration 62Q: 3 clusters Score -7130472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 56624 members 
Entering Unmasked Estep 
Score: -7130469.000000 Penalty: 5443.805176
	Iteration 63Q: 3 clusters Score -7130469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 56624 members 
Entering Unmasked Estep 
Score: -7130469.000000 Penalty: 5443.805176
	Iteration 64F: 3 clusters Score -7130469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (25920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Entering Unmasked Estep 
Score: -3166401.500000 Penalty: 2520.366943
	Iteration 0F: 2 clusters Score -3166402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -3148615.500000 Penalty: 5040.733887
	Iteration 0F: 3 clusters Score -3148616 nChanged 11449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -3154807.500000 Penalty: 5040.733887
	Iteration 1F: 3 clusters Score -3154808 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -3155434.500000 Penalty: 5040.733887
	Iteration 2F: 3 clusters Score -3155434 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -3156115.250000 Penalty: 5040.733887
	Iteration 3F: 3 clusters Score -3156115 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -3156972.000000 Penalty: 5040.733887
	Iteration 4F: 3 clusters Score -3156972 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -3158296.500000 Penalty: 5040.733887
	Iteration 5F: 3 clusters Score -3158296 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -3160209.500000 Penalty: 5040.733887
	Iteration 6F: 3 clusters Score -3160210 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -3162471.500000 Penalty: 5040.733887
	Iteration 7F: 3 clusters Score -3162472 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -3164245.250000 Penalty: 5040.733887
	Iteration 8F: 3 clusters Score -3164245 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -3165240.250000 Penalty: 5040.733887
	Iteration 9Q: 3 clusters Score -3165240 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -3165611.000000 Penalty: 5040.733887
	Iteration 10Q: 3 clusters Score -3165611 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -3165754.750000 Penalty: 5040.733887
	Iteration 11Q: 3 clusters Score -3165755 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -3165829.750000 Penalty: 5040.733887
	Iteration 12Q: 3 clusters Score -3165830 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -3165850.500000 Penalty: 5040.733887
	Iteration 13Q: 3 clusters Score -3165850 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -3165870.500000 Penalty: 5040.733887
	Iteration 14Q: 3 clusters Score -3165870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -3165880.000000 Penalty: 5040.733887
	Iteration 15Q: 3 clusters Score -3165880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -3165881.000000 Penalty: 5040.733887
	Iteration 16Q: 3 clusters Score -3165881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -3165888.000000 Penalty: 5040.733887
	Iteration 17Q: 3 clusters Score -3165888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -3165888.500000 Penalty: 5040.733887
	Iteration 18Q: 3 clusters Score -3165888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -3165893.250000 Penalty: 5040.733887
	Iteration 19Q: 3 clusters Score -3165893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -3165893.500000 Penalty: 5040.733887
	Iteration 20F: 3 clusters Score -3165894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -3165902.750000 Penalty: 5040.733887
	Iteration 21Q: 3 clusters Score -3165903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -3165903.000000 Penalty: 5040.733887
	Iteration 22Q: 3 clusters Score -3165903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -3165903.000000 Penalty: 5040.733887
	Iteration 23F: 3 clusters Score -3165903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (52421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52421 members 
Entering Unmasked Estep 
Score: -6265624.500000 Penalty: 2695.031494
	Iteration 0F: 2 clusters Score -6265624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -6230486.000000 Penalty: 5390.062988
	Iteration 0F: 3 clusters Score -6230486 nChanged 24255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -6244921.000000 Penalty: 5390.062988
	Iteration 1F: 3 clusters Score -6244921 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -6246331.500000 Penalty: 5390.062988
	Iteration 2F: 3 clusters Score -6246332 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 29911 members 
Entering Unmasked Estep 
Score: -6248270.000000 Penalty: 5390.062988
	Iteration 3F: 3 clusters Score -6248270 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 31650 members 
Entering Unmasked Estep 
Score: -6251023.000000 Penalty: 5390.062988
	Iteration 4F: 3 clusters Score -6251023 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 33727 members 
Entering Unmasked Estep 
Score: -6254752.000000 Penalty: 5390.062988
	Iteration 5F: 3 clusters Score -6254752 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 35941 members 
Entering Unmasked Estep 
Score: -6258676.500000 Penalty: 5390.062988
	Iteration 6F: 3 clusters Score -6258676 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 37847 members 
Entering Unmasked Estep 
Score: -6261524.000000 Penalty: 5390.062988
	Iteration 7F: 3 clusters Score -6261524 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 39345 members 
Entering Unmasked Estep 
Score: -6263470.500000 Penalty: 5390.062988
	Iteration 8Q: 3 clusters Score -6263470 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -6264755.500000 Penalty: 5390.062988
	Iteration 9Q: 3 clusters Score -6264756 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 41375 members 
Entering Unmasked Estep 
Score: -6265695.500000 Penalty: 5390.062988
	Iteration 10Q: 3 clusters Score -6265696 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 42107 members 
Entering Unmasked Estep 
Score: -6266328.000000 Penalty: 5390.062988
	Iteration 11Q: 3 clusters Score -6266328 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 42735 members 
Entering Unmasked Estep 
Score: -6266816.500000 Penalty: 5390.062988
	Iteration 12Q: 3 clusters Score -6266816 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 43245 members 
Entering Unmasked Estep 
Score: -6267218.000000 Penalty: 5390.062988
	Iteration 13Q: 3 clusters Score -6267218 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 43697 members 
Entering Unmasked Estep 
Score: -6267719.000000 Penalty: 5390.062988
	Iteration 14Q: 3 clusters Score -6267719 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 44130 members 
Entering Unmasked Estep 
Score: -6268338.500000 Penalty: 5390.062988
	Iteration 15Q: 3 clusters Score -6268338 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 44447 members 
Entering Unmasked Estep 
Score: -6268996.500000 Penalty: 5390.062988
	Iteration 16Q: 3 clusters Score -6268996 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 44639 members 
Entering Unmasked Estep 
Score: -6269396.500000 Penalty: 5390.062988
	Iteration 17Q: 3 clusters Score -6269396 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 44763 members 
Entering Unmasked Estep 
Score: -6269564.500000 Penalty: 5390.062988
	Iteration 18Q: 3 clusters Score -6269564 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 44814 members 
Entering Unmasked Estep 
Score: -6269631.500000 Penalty: 5390.062988
	Iteration 19Q: 3 clusters Score -6269632 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 44834 members 
Entering Unmasked Estep 
Score: -6269683.500000 Penalty: 5390.062988
	Iteration 20F: 3 clusters Score -6269684 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 44854 members 
Entering Unmasked Estep 
Score: -6269712.500000 Penalty: 5390.062988
	Iteration 21Q: 3 clusters Score -6269712 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 44866 members 
Entering Unmasked Estep 
Score: -6269718.500000 Penalty: 5390.062988
	Iteration 22Q: 3 clusters Score -6269718 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 44864 members 
Entering Unmasked Estep 
Score: -6269735.000000 Penalty: 5390.062988
	Iteration 23Q: 3 clusters Score -6269735 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 44842 members 
Entering Unmasked Estep 
Score: -6269733.000000 Penalty: 5390.062988
	Iteration 24Q: 3 clusters Score -6269733 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 44820 members 
Entering Unmasked Estep 
Score: -6269740.000000 Penalty: 5390.062988
	Iteration 25Q: 3 clusters Score -6269740 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 44787 members 
Entering Unmasked Estep 
Score: -6269751.500000 Penalty: 5390.062988
	Iteration 26Q: 3 clusters Score -6269752 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 44756 members 
Entering Unmasked Estep 
Score: -6269757.500000 Penalty: 5390.062988
	Iteration 27Q: 3 clusters Score -6269758 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 44716 members 
Entering Unmasked Estep 
Score: -6269758.000000 Penalty: 5390.062988
	Iteration 28Q: 3 clusters Score -6269758 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 44665 members 
Entering Unmasked Estep 
Score: -6269767.000000 Penalty: 5390.062988
	Iteration 29Q: 3 clusters Score -6269767 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 44608 members 
Entering Unmasked Estep 
Score: -6269786.500000 Penalty: 5390.062988
	Iteration 30Q: 3 clusters Score -6269786 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 44527 members 
Entering Unmasked Estep 
Score: -6269822.500000 Penalty: 5390.062988
	Iteration 31Q: 3 clusters Score -6269822 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 44439 members 
Entering Unmasked Estep 
Score: -6269851.000000 Penalty: 5390.062988
	Iteration 32Q: 3 clusters Score -6269851 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 44339 members 
Entering Unmasked Estep 
Score: -6269876.500000 Penalty: 5390.062988
	Iteration 33Q: 3 clusters Score -6269876 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 44219 members 
Entering Unmasked Estep 
Score: -6269908.000000 Penalty: 5390.062988
	Iteration 34Q: 3 clusters Score -6269908 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 44073 members 
Entering Unmasked Estep 
Score: -6269974.000000 Penalty: 5390.062988
	Iteration 35Q: 3 clusters Score -6269974 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 43935 members 
Entering Unmasked Estep 
Score: -6270015.500000 Penalty: 5390.062988
	Iteration 36Q: 3 clusters Score -6270016 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 43768 members 
Entering Unmasked Estep 
Score: -6270068.500000 Penalty: 5390.062988
	Iteration 37Q: 3 clusters Score -6270068 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 43601 members 
Entering Unmasked Estep 
Score: -6270141.000000 Penalty: 5390.062988
	Iteration 38Q: 3 clusters Score -6270141 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 43421 members 
Entering Unmasked Estep 
Score: -6270210.000000 Penalty: 5390.062988
	Iteration 39Q: 3 clusters Score -6270210 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 43258 members 
Entering Unmasked Estep 
Score: -6270249.500000 Penalty: 5390.062988
	Iteration 40F: 3 clusters Score -6270250 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 43122 members 
Entering Unmasked Estep 
Score: -6270271.500000 Penalty: 5390.062988
	Iteration 41Q: 3 clusters Score -6270272 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 43017 members 
Entering Unmasked Estep 
Score: -6270290.500000 Penalty: 5390.062988
	Iteration 42Q: 3 clusters Score -6270290 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 42946 members 
Entering Unmasked Estep 
Score: -6270292.500000 Penalty: 5390.062988
	Iteration 43Q: 3 clusters Score -6270292 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 42889 members 
Entering Unmasked Estep 
Score: -6270287.500000 Penalty: 5390.062988
	Iteration 44Q: 3 clusters Score -6270288 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 42847 members 
Entering Unmasked Estep 
Score: -6270294.000000 Penalty: 5390.062988
	Iteration 45Q: 3 clusters Score -6270294 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 42815 members 
Entering Unmasked Estep 
Score: -6270292.000000 Penalty: 5390.062988
	Iteration 46Q: 3 clusters Score -6270292 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 42783 members 
Entering Unmasked Estep 
Score: -6270298.500000 Penalty: 5390.062988
	Iteration 47Q: 3 clusters Score -6270298 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 42755 members 
Entering Unmasked Estep 
Score: -6270311.500000 Penalty: 5390.062988
	Iteration 48Q: 3 clusters Score -6270312 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 42725 members 
Entering Unmasked Estep 
Score: -6270309.000000 Penalty: 5390.062988
	Iteration 49Q: 3 clusters Score -6270309 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 42696 members 
Entering Unmasked Estep 
Score: -6270304.000000 Penalty: 5390.062988
	Iteration 50Q: 3 clusters Score -6270304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 42679 members 
Entering Unmasked Estep 
Score: -6270294.000000 Penalty: 5390.062988
	Iteration 51Q: 3 clusters Score -6270294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 42665 members 
Entering Unmasked Estep 
Score: -6270306.500000 Penalty: 5390.062988
	Iteration 52Q: 3 clusters Score -6270306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 42654 members 
Entering Unmasked Estep 
Score: -6270303.000000 Penalty: 5390.062988
	Iteration 53Q: 3 clusters Score -6270303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 42651 members 
Entering Unmasked Estep 
Score: -6270300.000000 Penalty: 5390.062988
	Iteration 54Q: 3 clusters Score -6270300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 42648 members 
Entering Unmasked Estep 
Score: -6270302.000000 Penalty: 5390.062988
	Iteration 55Q: 3 clusters Score -6270302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 42646 members 
Entering Unmasked Estep 
Score: -6270300.500000 Penalty: 5390.062988
	Iteration 56Q: 3 clusters Score -6270300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 42646 members 
Entering Unmasked Estep 
Score: -6270300.500000 Penalty: 5390.062988
	Iteration 57F: 3 clusters Score -6270300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 125123 members 
Mstep: Class 2 contains 732 members 
Mstep: Class 3 contains 329467 members 
Mstep: Class 4 contains 29903 members 
Mstep: Class 5 contains 92330 members 
Mstep: Class 6 contains 34301 members 
Mstep: Class 7 contains 4671 members 
Mstep: Class 8 contains 4937 members 
Mstep: Class 9 contains 58420 members 
Mstep: Class 10 contains 25920 members 
Mstep: Class 11 contains 9775 members 
Mstep: Class 12 contains 13433 members 
Mstep: Class 13 contains 210301 members 
Mstep: Class 14 contains 85563 members 
Mstep: Class 15 contains 207937 members 
Mstep: Class 16 contains 9135 members 
Mstep: Class 17 contains 10416 members 
Mstep: Class 18 contains 221841 members 
Mstep: Class 19 contains 9100 members 
Mstep: Class 20 contains 23807 members 
Mstep: Class 21 contains 9210 members 
Mstep: Class 22 contains 317558 members 
Mstep: Class 23 contains 13036 members 
Mstep: Class 24 contains 2030 members 
Mstep: Class 25 contains 89632 members 
Mstep: Class 26 contains 8856 members 
Mstep: Class 27 contains 42646 members 
Entering Unmasked Estep 
Score: -235269824.000000 Penalty: 97116.960938
Splitting cluster 11 changes total score from -235222512.000000 to -235269824.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 12 (13433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Entering Unmasked Estep 
Score: -1534841.125000 Penalty: 2357.356445
	Iteration 0F: 2 clusters Score -1534841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1525016.625000 Penalty: 4714.712891
	Iteration 0F: 3 clusters Score -1525017 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1528462.625000 Penalty: 4714.712891
	Iteration 1F: 3 clusters Score -1528463 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1529333.250000 Penalty: 4714.712891
	Iteration 2F: 3 clusters Score -1529333 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1530356.500000 Penalty: 4714.712891
	Iteration 3F: 3 clusters Score -1530356 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1531361.250000 Penalty: 4714.712891
	Iteration 4F: 3 clusters Score -1531361 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1532179.625000 Penalty: 4714.712891
	Iteration 5F: 3 clusters Score -1532180 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1532819.375000 Penalty: 4714.712891
	Iteration 6F: 3 clusters Score -1532819 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1533305.500000 Penalty: 4714.712891
	Iteration 7Q: 3 clusters Score -1533306 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1533600.250000 Penalty: 4714.712891
	Iteration 8Q: 3 clusters Score -1533600 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1533736.625000 Penalty: 4714.712891
	Iteration 9Q: 3 clusters Score -1533737 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1533808.000000 Penalty: 4714.712891
	Iteration 10Q: 3 clusters Score -1533808 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1533846.750000 Penalty: 4714.712891
	Iteration 11Q: 3 clusters Score -1533847 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1533866.375000 Penalty: 4714.712891
	Iteration 12Q: 3 clusters Score -1533866 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1533876.125000 Penalty: 4714.712891
	Iteration 13Q: 3 clusters Score -1533876 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1533884.125000 Penalty: 4714.712891
	Iteration 14Q: 3 clusters Score -1533884 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1533882.500000 Penalty: 4714.712891
	Iteration 15Q: 3 clusters Score -1533882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1533886.875000 Penalty: 4714.712891
	Iteration 16Q: 3 clusters Score -1533887 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1533885.375000 Penalty: 4714.712891
	Iteration 17Q: 3 clusters Score -1533885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1533884.125000 Penalty: 4714.712891
	Iteration 18Q: 3 clusters Score -1533884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1533884.375000 Penalty: 4714.712891
	Iteration 19Q: 3 clusters Score -1533884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1533884.750000 Penalty: 4714.712891
	Iteration 20F: 3 clusters Score -1533885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1533884.750000 Penalty: 4714.712891
	Iteration 21Q: 3 clusters Score -1533885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1533887.500000 Penalty: 4714.712891
	Iteration 22Q: 3 clusters Score -1533888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1533888.125000 Penalty: 4714.712891
	Iteration 23Q: 3 clusters Score -1533888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1533891.250000 Penalty: 4714.712891
	Iteration 24Q: 3 clusters Score -1533891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1533894.500000 Penalty: 4714.712891
	Iteration 25Q: 3 clusters Score -1533894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1533894.500000 Penalty: 4714.712891
	Iteration 26Q: 3 clusters Score -1533894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1533895.875000 Penalty: 4714.712891
	Iteration 27Q: 3 clusters Score -1533896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1533898.375000 Penalty: 4714.712891
	Iteration 28Q: 3 clusters Score -1533898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1533901.625000 Penalty: 4714.712891
	Iteration 29Q: 3 clusters Score -1533902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1533901.750000 Penalty: 4714.712891
	Iteration 30Q: 3 clusters Score -1533902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1533900.875000 Penalty: 4714.712891
	Iteration 31Q: 3 clusters Score -1533901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1533901.875000 Penalty: 4714.712891
	Iteration 32Q: 3 clusters Score -1533902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1533900.000000 Penalty: 4714.712891
	Iteration 33Q: 3 clusters Score -1533900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1533899.000000 Penalty: 4714.712891
	Iteration 34Q: 3 clusters Score -1533899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1533899.000000 Penalty: 4714.712891
	Iteration 35F: 3 clusters Score -1533899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (210301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210301 members 
Entering Unmasked Estep 
Score: -25960196.000000 Penalty: 3039.561279
	Iteration 0F: 2 clusters Score -2.59602e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105308 members 
Mstep: Class 2 contains 104993 members 
Entering Unmasked Estep 
Score: -25824486.000000 Penalty: 6079.122559
	Iteration 0F: 3 clusters Score -2.582449e+07 nChanged 101255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108297 members 
Mstep: Class 2 contains 102004 members 
Entering Unmasked Estep 
Score: -25884280.000000 Penalty: 6079.122559
	Iteration 1F: 3 clusters Score -2.588428e+07 nChanged 6043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110440 members 
Mstep: Class 2 contains 99861 members 
Entering Unmasked Estep 
Score: -25885462.000000 Penalty: 6079.122559
	Iteration 2Q: 3 clusters Score -2.588546e+07 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113770 members 
Mstep: Class 2 contains 96531 members 
Entering Unmasked Estep 
Score: -25887296.000000 Penalty: 6079.122559
	Iteration 3Q: 3 clusters Score -2.58873e+07 nChanged 8081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118817 members 
Mstep: Class 2 contains 91484 members 
Entering Unmasked Estep 
Score: -25890186.000000 Penalty: 6079.122559
	Iteration 4Q: 3 clusters Score -2.589019e+07 nChanged 10307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126366 members 
Mstep: Class 2 contains 83935 members 
Entering Unmasked Estep 
Score: -25895052.000000 Penalty: 6079.122559
	Iteration 5Q: 3 clusters Score -2.589505e+07 nChanged 13097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136797 members 
Mstep: Class 2 contains 73504 members 
Entering Unmasked Estep 
Score: -25902800.000000 Penalty: 6079.122559
	Iteration 6F: 3 clusters Score -2.59028e+07 nChanged 15348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149681 members 
Mstep: Class 2 contains 60620 members 
Entering Unmasked Estep 
Score: -25914444.000000 Penalty: 6079.122559
	Iteration 7F: 3 clusters Score -2.591444e+07 nChanged 15455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162964 members 
Mstep: Class 2 contains 47337 members 
Entering Unmasked Estep 
Score: -25927824.000000 Penalty: 6079.122559
	Iteration 8F: 3 clusters Score -2.592782e+07 nChanged 12771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173777 members 
Mstep: Class 2 contains 36524 members 
Entering Unmasked Estep 
Score: -25939484.000000 Penalty: 6079.122559
	Iteration 9F: 3 clusters Score -2.593948e+07 nChanged 8727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180360 members 
Mstep: Class 2 contains 29941 members 
Entering Unmasked Estep 
Score: -25947124.000000 Penalty: 6079.122559
	Iteration 10Q: 3 clusters Score -2.594712e+07 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183874 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -25951194.000000 Penalty: 6079.122559
	Iteration 11Q: 3 clusters Score -2.595119e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186208 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -25953094.000000 Penalty: 6079.122559
	Iteration 12Q: 3 clusters Score -2.595309e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188174 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -25954098.000000 Penalty: 6079.122559
	Iteration 13Q: 3 clusters Score -2.59541e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189790 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -25954980.000000 Penalty: 6079.122559
	Iteration 14Q: 3 clusters Score -2.595498e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191129 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -25955382.000000 Penalty: 6079.122559
	Iteration 15Q: 3 clusters Score -2.595538e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192316 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -25955884.000000 Penalty: 6079.122559
	Iteration 16Q: 3 clusters Score -2.595588e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193363 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -25956044.000000 Penalty: 6079.122559
	Iteration 17Q: 3 clusters Score -2.595604e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194312 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -25956368.000000 Penalty: 6079.122559
	Iteration 18Q: 3 clusters Score -2.595637e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195151 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -25956718.000000 Penalty: 6079.122559
	Iteration 19Q: 3 clusters Score -2.595672e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195942 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -25956934.000000 Penalty: 6079.122559
	Iteration 20F: 3 clusters Score -2.595693e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196647 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -25957112.000000 Penalty: 6079.122559
	Iteration 21Q: 3 clusters Score -2.595711e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197266 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -25957320.000000 Penalty: 6079.122559
	Iteration 22Q: 3 clusters Score -2.595732e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197842 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -25957354.000000 Penalty: 6079.122559
	Iteration 23Q: 3 clusters Score -2.595735e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198382 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -25957532.000000 Penalty: 6079.122559
	Iteration 24Q: 3 clusters Score -2.595753e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198863 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -25957640.000000 Penalty: 6079.122559
	Iteration 25Q: 3 clusters Score -2.595764e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199262 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -25957824.000000 Penalty: 6079.122559
	Iteration 26Q: 3 clusters Score -2.595782e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199641 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -25957818.000000 Penalty: 6079.122559
	Iteration 27Q: 3 clusters Score -2.595782e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199981 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -25957932.000000 Penalty: 6079.122559
	Iteration 28Q: 3 clusters Score -2.595793e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200291 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -25958042.000000 Penalty: 6079.122559
	Iteration 29Q: 3 clusters Score -2.595804e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200592 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -25958072.000000 Penalty: 6079.122559
	Iteration 30Q: 3 clusters Score -2.595807e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200876 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -25958100.000000 Penalty: 6079.122559
	Iteration 31Q: 3 clusters Score -2.59581e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201143 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -25958186.000000 Penalty: 6079.122559
	Iteration 32Q: 3 clusters Score -2.595819e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201402 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -25958194.000000 Penalty: 6079.122559
	Iteration 33Q: 3 clusters Score -2.595819e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201646 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -25958244.000000 Penalty: 6079.122559
	Iteration 34Q: 3 clusters Score -2.595824e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201891 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -25958262.000000 Penalty: 6079.122559
	Iteration 35Q: 3 clusters Score -2.595826e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202131 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -25958300.000000 Penalty: 6079.122559
	Iteration 36Q: 3 clusters Score -2.59583e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202334 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -25958350.000000 Penalty: 6079.122559
	Iteration 37Q: 3 clusters Score -2.595835e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202534 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -25958338.000000 Penalty: 6079.122559
	Iteration 38Q: 3 clusters Score -2.595834e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202706 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -25958354.000000 Penalty: 6079.122559
	Iteration 39Q: 3 clusters Score -2.595835e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202875 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -25958338.000000 Penalty: 6079.122559
	Iteration 40F: 3 clusters Score -2.595834e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203030 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -25958352.000000 Penalty: 6079.122559
	Iteration 41Q: 3 clusters Score -2.595835e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203183 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -25958374.000000 Penalty: 6079.122559
	Iteration 42Q: 3 clusters Score -2.595837e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203330 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -25958396.000000 Penalty: 6079.122559
	Iteration 43Q: 3 clusters Score -2.59584e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203479 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -25958406.000000 Penalty: 6079.122559
	Iteration 44Q: 3 clusters Score -2.595841e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203615 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -25958406.000000 Penalty: 6079.122559
	Iteration 45Q: 3 clusters Score -2.595841e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203748 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -25958450.000000 Penalty: 6079.122559
	Iteration 46Q: 3 clusters Score -2.595845e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203869 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -25958428.000000 Penalty: 6079.122559
	Iteration 47Q: 3 clusters Score -2.595843e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203977 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -25958384.000000 Penalty: 6079.122559
	Iteration 48Q: 3 clusters Score -2.595838e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204064 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -25958392.000000 Penalty: 6079.122559
	Iteration 49Q: 3 clusters Score -2.595839e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204158 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -25958414.000000 Penalty: 6079.122559
	Iteration 50Q: 3 clusters Score -2.595841e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204248 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -25958380.000000 Penalty: 6079.122559
	Iteration 51Q: 3 clusters Score -2.595838e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204332 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -25958354.000000 Penalty: 6079.122559
	Iteration 52Q: 3 clusters Score -2.595835e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204416 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -25958348.000000 Penalty: 6079.122559
	Iteration 53Q: 3 clusters Score -2.595835e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204495 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -25958408.000000 Penalty: 6079.122559
	Iteration 54Q: 3 clusters Score -2.595841e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204563 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -25958424.000000 Penalty: 6079.122559
	Iteration 55Q: 3 clusters Score -2.595842e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204632 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -25958432.000000 Penalty: 6079.122559
	Iteration 56Q: 3 clusters Score -2.595843e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204701 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -25958440.000000 Penalty: 6079.122559
	Iteration 57Q: 3 clusters Score -2.595844e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204768 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -25958446.000000 Penalty: 6079.122559
	Iteration 58Q: 3 clusters Score -2.595845e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204840 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -25958436.000000 Penalty: 6079.122559
	Iteration 59Q: 3 clusters Score -2.595844e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204906 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -25958476.000000 Penalty: 6079.122559
	Iteration 60F: 3 clusters Score -2.595848e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204963 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -25958490.000000 Penalty: 6079.122559
	Iteration 61Q: 3 clusters Score -2.595849e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205017 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -25958486.000000 Penalty: 6079.122559
	Iteration 62Q: 3 clusters Score -2.595849e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205071 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -25958470.000000 Penalty: 6079.122559
	Iteration 63Q: 3 clusters Score -2.595847e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205124 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -25958470.000000 Penalty: 6079.122559
	Iteration 64Q: 3 clusters Score -2.595847e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205170 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -25958470.000000 Penalty: 6079.122559
	Iteration 65Q: 3 clusters Score -2.595847e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205216 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -25958444.000000 Penalty: 6079.122559
	Iteration 66Q: 3 clusters Score -2.595844e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205260 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -25958476.000000 Penalty: 6079.122559
	Iteration 67Q: 3 clusters Score -2.595848e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205306 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -25958454.000000 Penalty: 6079.122559
	Iteration 68Q: 3 clusters Score -2.595845e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205337 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -25958428.000000 Penalty: 6079.122559
	Iteration 69Q: 3 clusters Score -2.595843e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205367 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -25958458.000000 Penalty: 6079.122559
	Iteration 70Q: 3 clusters Score -2.595846e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205398 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -25958440.000000 Penalty: 6079.122559
	Iteration 71Q: 3 clusters Score -2.595844e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205422 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -25958472.000000 Penalty: 6079.122559
	Iteration 72Q: 3 clusters Score -2.595847e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205441 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -25958476.000000 Penalty: 6079.122559
	Iteration 73Q: 3 clusters Score -2.595848e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205458 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -25958474.000000 Penalty: 6079.122559
	Iteration 74Q: 3 clusters Score -2.595847e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205472 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -25958480.000000 Penalty: 6079.122559
	Iteration 75Q: 3 clusters Score -2.595848e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205487 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -25958506.000000 Penalty: 6079.122559
	Iteration 76Q: 3 clusters Score -2.595851e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205506 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -25958478.000000 Penalty: 6079.122559
	Iteration 77Q: 3 clusters Score -2.595848e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205518 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -25958490.000000 Penalty: 6079.122559
	Iteration 78Q: 3 clusters Score -2.595849e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205535 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -25958496.000000 Penalty: 6079.122559
	Iteration 79Q: 3 clusters Score -2.59585e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205549 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -25958492.000000 Penalty: 6079.122559
	Iteration 80F: 3 clusters Score -2.595849e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205564 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -25958480.000000 Penalty: 6079.122559
	Iteration 81Q: 3 clusters Score -2.595848e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205575 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -25958480.000000 Penalty: 6079.122559
	Iteration 82Q: 3 clusters Score -2.595848e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205586 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -25958504.000000 Penalty: 6079.122559
	Iteration 83Q: 3 clusters Score -2.59585e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205595 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -25958506.000000 Penalty: 6079.122559
	Iteration 84Q: 3 clusters Score -2.595851e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205605 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -25958502.000000 Penalty: 6079.122559
	Iteration 85Q: 3 clusters Score -2.59585e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205629 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -25958500.000000 Penalty: 6079.122559
	Iteration 86Q: 3 clusters Score -2.59585e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205641 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -25958510.000000 Penalty: 6079.122559
	Iteration 87Q: 3 clusters Score -2.595851e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205656 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -25958512.000000 Penalty: 6079.122559
	Iteration 88Q: 3 clusters Score -2.595851e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205668 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -25958548.000000 Penalty: 6079.122559
	Iteration 89Q: 3 clusters Score -2.595855e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205678 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -25958528.000000 Penalty: 6079.122559
	Iteration 90Q: 3 clusters Score -2.595853e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205686 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -25958520.000000 Penalty: 6079.122559
	Iteration 91Q: 3 clusters Score -2.595852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205691 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -25958542.000000 Penalty: 6079.122559
	Iteration 92Q: 3 clusters Score -2.595854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205696 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -25958526.000000 Penalty: 6079.122559
	Iteration 93Q: 3 clusters Score -2.595853e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205704 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -25958520.000000 Penalty: 6079.122559
	Iteration 94Q: 3 clusters Score -2.595852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205707 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -25958524.000000 Penalty: 6079.122559
	Iteration 95Q: 3 clusters Score -2.595852e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205711 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -25958506.000000 Penalty: 6079.122559
	Iteration 96Q: 3 clusters Score -2.595851e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205718 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -25958500.000000 Penalty: 6079.122559
	Iteration 97Q: 3 clusters Score -2.59585e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205726 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -25958514.000000 Penalty: 6079.122559
	Iteration 98Q: 3 clusters Score -2.595851e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205730 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -25958514.000000 Penalty: 6079.122559
	Iteration 99Q: 3 clusters Score -2.595851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205734 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -25958518.000000 Penalty: 6079.122559
	Iteration 100F: 3 clusters Score -2.595852e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205738 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -25958510.000000 Penalty: 6079.122559
	Iteration 101Q: 3 clusters Score -2.595851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205743 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -25958514.000000 Penalty: 6079.122559
	Iteration 102Q: 3 clusters Score -2.595851e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205746 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -25958506.000000 Penalty: 6079.122559
	Iteration 103Q: 3 clusters Score -2.595851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205750 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -25958506.000000 Penalty: 6079.122559
	Iteration 104Q: 3 clusters Score -2.595851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205755 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -25958506.000000 Penalty: 6079.122559
	Iteration 105Q: 3 clusters Score -2.595851e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205757 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -25958514.000000 Penalty: 6079.122559
	Iteration 106Q: 3 clusters Score -2.595851e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205760 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -25958510.000000 Penalty: 6079.122559
	Iteration 107Q: 3 clusters Score -2.595851e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205760 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -25958510.000000 Penalty: 6079.122559
	Iteration 108F: 3 clusters Score -2.595851e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (85563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85563 members 
Entering Unmasked Estep 
Score: -9605662.000000 Penalty: 2816.538086
	Iteration 0F: 2 clusters Score -9605662 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 42922 members 
Entering Unmasked Estep 
Score: -9548667.000000 Penalty: 5633.076172
	Iteration 0F: 3 clusters Score -9548667 nChanged 40205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40716 members 
Mstep: Class 2 contains 44847 members 
Entering Unmasked Estep 
Score: -9573316.000000 Penalty: 5633.076172
	Iteration 1F: 3 clusters Score -9573316 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39268 members 
Mstep: Class 2 contains 46295 members 
Entering Unmasked Estep 
Score: -9576931.000000 Penalty: 5633.076172
	Iteration 2F: 3 clusters Score -9576931 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 48495 members 
Entering Unmasked Estep 
Score: -9582110.000000 Penalty: 5633.076172
	Iteration 3F: 3 clusters Score -9582110 nChanged 7186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34206 members 
Mstep: Class 2 contains 51357 members 
Entering Unmasked Estep 
Score: -9587627.000000 Penalty: 5633.076172
	Iteration 4F: 3 clusters Score -9587627 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31039 members 
Mstep: Class 2 contains 54524 members 
Entering Unmasked Estep 
Score: -9591794.000000 Penalty: 5633.076172
	Iteration 5F: 3 clusters Score -9591794 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 57675 members 
Entering Unmasked Estep 
Score: -9594526.000000 Penalty: 5633.076172
	Iteration 6F: 3 clusters Score -9594526 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 60671 members 
Entering Unmasked Estep 
Score: -9596522.000000 Penalty: 5633.076172
	Iteration 7Q: 3 clusters Score -9596522 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 63504 members 
Entering Unmasked Estep 
Score: -9598254.000000 Penalty: 5633.076172
	Iteration 8Q: 3 clusters Score -9598254 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 66165 members 
Entering Unmasked Estep 
Score: -9599555.000000 Penalty: 5633.076172
	Iteration 9Q: 3 clusters Score -9599555 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 68699 members 
Entering Unmasked Estep 
Score: -9600905.000000 Penalty: 5633.076172
	Iteration 10Q: 3 clusters Score -9600905 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 70984 members 
Entering Unmasked Estep 
Score: -9602273.000000 Penalty: 5633.076172
	Iteration 11Q: 3 clusters Score -9602273 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 72942 members 
Entering Unmasked Estep 
Score: -9603371.000000 Penalty: 5633.076172
	Iteration 12Q: 3 clusters Score -9603371 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 74674 members 
Entering Unmasked Estep 
Score: -9604285.000000 Penalty: 5633.076172
	Iteration 13Q: 3 clusters Score -9604285 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 76044 members 
Entering Unmasked Estep 
Score: -9605033.000000 Penalty: 5633.076172
	Iteration 14Q: 3 clusters Score -9605033 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 77193 members 
Entering Unmasked Estep 
Score: -9605517.000000 Penalty: 5633.076172
	Iteration 15Q: 3 clusters Score -9605517 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 78119 members 
Entering Unmasked Estep 
Score: -9605954.000000 Penalty: 5633.076172
	Iteration 16Q: 3 clusters Score -9605954 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 78797 members 
Entering Unmasked Estep 
Score: -9606267.000000 Penalty: 5633.076172
	Iteration 17Q: 3 clusters Score -9606267 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 79333 members 
Entering Unmasked Estep 
Score: -9606508.000000 Penalty: 5633.076172
	Iteration 18Q: 3 clusters Score -9606508 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 79788 members 
Entering Unmasked Estep 
Score: -9606717.000000 Penalty: 5633.076172
	Iteration 19Q: 3 clusters Score -9606717 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 80098 members 
Entering Unmasked Estep 
Score: -9606851.000000 Penalty: 5633.076172
	Iteration 20F: 3 clusters Score -9606851 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 80352 members 
Entering Unmasked Estep 
Score: -9606967.000000 Penalty: 5633.076172
	Iteration 21Q: 3 clusters Score -9606967 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 80564 members 
Entering Unmasked Estep 
Score: -9607049.000000 Penalty: 5633.076172
	Iteration 22Q: 3 clusters Score -9607049 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 80709 members 
Entering Unmasked Estep 
Score: -9607127.000000 Penalty: 5633.076172
	Iteration 23Q: 3 clusters Score -9607127 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 80824 members 
Entering Unmasked Estep 
Score: -9607193.000000 Penalty: 5633.076172
	Iteration 24Q: 3 clusters Score -9607193 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 80919 members 
Entering Unmasked Estep 
Score: -9607216.000000 Penalty: 5633.076172
	Iteration 25Q: 3 clusters Score -9607216 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 80995 members 
Entering Unmasked Estep 
Score: -9607240.000000 Penalty: 5633.076172
	Iteration 26Q: 3 clusters Score -9607240 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 81066 members 
Entering Unmasked Estep 
Score: -9607274.000000 Penalty: 5633.076172
	Iteration 27Q: 3 clusters Score -9607274 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 81120 members 
Entering Unmasked Estep 
Score: -9607284.000000 Penalty: 5633.076172
	Iteration 28Q: 3 clusters Score -9607284 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 81182 members 
Entering Unmasked Estep 
Score: -9607275.000000 Penalty: 5633.076172
	Iteration 29Q: 3 clusters Score -9607275 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 81212 members 
Entering Unmasked Estep 
Score: -9607304.000000 Penalty: 5633.076172
	Iteration 30Q: 3 clusters Score -9607304 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 81236 members 
Entering Unmasked Estep 
Score: -9607300.000000 Penalty: 5633.076172
	Iteration 31Q: 3 clusters Score -9607300 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 81253 members 
Entering Unmasked Estep 
Score: -9607321.000000 Penalty: 5633.076172
	Iteration 32Q: 3 clusters Score -9607321 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 81282 members 
Entering Unmasked Estep 
Score: -9607328.000000 Penalty: 5633.076172
	Iteration 33Q: 3 clusters Score -9607328 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 81298 members 
Entering Unmasked Estep 
Score: -9607314.000000 Penalty: 5633.076172
	Iteration 34Q: 3 clusters Score -9607314 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 81301 members 
Entering Unmasked Estep 
Score: -9607317.000000 Penalty: 5633.076172
	Iteration 35Q: 3 clusters Score -9607317 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 81315 members 
Entering Unmasked Estep 
Score: -9607334.000000 Penalty: 5633.076172
	Iteration 36Q: 3 clusters Score -9607334 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 81321 members 
Entering Unmasked Estep 
Score: -9607326.000000 Penalty: 5633.076172
	Iteration 37Q: 3 clusters Score -9607326 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 81335 members 
Entering Unmasked Estep 
Score: -9607347.000000 Penalty: 5633.076172
	Iteration 38Q: 3 clusters Score -9607347 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 81346 members 
Entering Unmasked Estep 
Score: -9607332.000000 Penalty: 5633.076172
	Iteration 39Q: 3 clusters Score -9607332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 81362 members 
Entering Unmasked Estep 
Score: -9607340.000000 Penalty: 5633.076172
	Iteration 40F: 3 clusters Score -9607340 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 81374 members 
Entering Unmasked Estep 
Score: -9607341.000000 Penalty: 5633.076172
	Iteration 41Q: 3 clusters Score -9607341 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 81379 members 
Entering Unmasked Estep 
Score: -9607337.000000 Penalty: 5633.076172
	Iteration 42Q: 3 clusters Score -9607337 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 81389 members 
Entering Unmasked Estep 
Score: -9607352.000000 Penalty: 5633.076172
	Iteration 43Q: 3 clusters Score -9607352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 81393 members 
Entering Unmasked Estep 
Score: -9607339.000000 Penalty: 5633.076172
	Iteration 44Q: 3 clusters Score -9607339 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 81404 members 
Entering Unmasked Estep 
Score: -9607363.000000 Penalty: 5633.076172
	Iteration 45Q: 3 clusters Score -9607363 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 81412 members 
Entering Unmasked Estep 
Score: -9607358.000000 Penalty: 5633.076172
	Iteration 46Q: 3 clusters Score -9607358 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 81425 members 
Entering Unmasked Estep 
Score: -9607363.000000 Penalty: 5633.076172
	Iteration 47Q: 3 clusters Score -9607363 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 81434 members 
Entering Unmasked Estep 
Score: -9607349.000000 Penalty: 5633.076172
	Iteration 48Q: 3 clusters Score -9607349 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 81442 members 
Entering Unmasked Estep 
Score: -9607353.000000 Penalty: 5633.076172
	Iteration 49Q: 3 clusters Score -9607353 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 81449 members 
Entering Unmasked Estep 
Score: -9607358.000000 Penalty: 5633.076172
	Iteration 50Q: 3 clusters Score -9607358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 81456 members 
Entering Unmasked Estep 
Score: -9607370.000000 Penalty: 5633.076172
	Iteration 51Q: 3 clusters Score -9607370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 81458 members 
Entering Unmasked Estep 
Score: -9607383.000000 Penalty: 5633.076172
	Iteration 52Q: 3 clusters Score -9607383 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 81468 members 
Entering Unmasked Estep 
Score: -9607383.000000 Penalty: 5633.076172
	Iteration 53Q: 3 clusters Score -9607383 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 81480 members 
Entering Unmasked Estep 
Score: -9607394.000000 Penalty: 5633.076172
	Iteration 54Q: 3 clusters Score -9607394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 81488 members 
Entering Unmasked Estep 
Score: -9607406.000000 Penalty: 5633.076172
	Iteration 55Q: 3 clusters Score -9607406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 81503 members 
Entering Unmasked Estep 
Score: -9607412.000000 Penalty: 5633.076172
	Iteration 56Q: 3 clusters Score -9607412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 81519 members 
Entering Unmasked Estep 
Score: -9607420.000000 Penalty: 5633.076172
	Iteration 57Q: 3 clusters Score -9607420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 81532 members 
Entering Unmasked Estep 
Score: -9607421.000000 Penalty: 5633.076172
	Iteration 58Q: 3 clusters Score -9607421 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 81546 members 
Entering Unmasked Estep 
Score: -9607442.000000 Penalty: 5633.076172
	Iteration 59Q: 3 clusters Score -9607442 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 81560 members 
Entering Unmasked Estep 
Score: -9607460.000000 Penalty: 5633.076172
	Iteration 60F: 3 clusters Score -9607460 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 81576 members 
Entering Unmasked Estep 
Score: -9607474.000000 Penalty: 5633.076172
	Iteration 61Q: 3 clusters Score -9607474 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 81600 members 
Entering Unmasked Estep 
Score: -9607481.000000 Penalty: 5633.076172
	Iteration 62Q: 3 clusters Score -9607481 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 81617 members 
Entering Unmasked Estep 
Score: -9607486.000000 Penalty: 5633.076172
	Iteration 63Q: 3 clusters Score -9607486 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 81643 members 
Entering Unmasked Estep 
Score: -9607498.000000 Penalty: 5633.076172
	Iteration 64Q: 3 clusters Score -9607498 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 81679 members 
Entering Unmasked Estep 
Score: -9607526.000000 Penalty: 5633.076172
	Iteration 65Q: 3 clusters Score -9607526 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 81724 members 
Entering Unmasked Estep 
Score: -9607542.000000 Penalty: 5633.076172
	Iteration 66Q: 3 clusters Score -9607542 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 81775 members 
Entering Unmasked Estep 
Score: -9607614.000000 Penalty: 5633.076172
	Iteration 67Q: 3 clusters Score -9607614 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 81832 members 
Entering Unmasked Estep 
Score: -9607730.000000 Penalty: 5633.076172
	Iteration 68Q: 3 clusters Score -9607730 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 81876 members 
Entering Unmasked Estep 
Score: -9607865.000000 Penalty: 5633.076172
	Iteration 69Q: 3 clusters Score -9607865 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 81917 members 
Entering Unmasked Estep 
Score: -9608023.000000 Penalty: 5633.076172
	Iteration 70Q: 3 clusters Score -9608023 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 81954 members 
Entering Unmasked Estep 
Score: -9608160.000000 Penalty: 5633.076172
	Iteration 71Q: 3 clusters Score -9608160 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 81948 members 
Entering Unmasked Estep 
Score: -9608294.000000 Penalty: 5633.076172
	Iteration 72Q: 3 clusters Score -9608294 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 81940 members 
Entering Unmasked Estep 
Score: -9608418.000000 Penalty: 5633.076172
	Iteration 73Q: 3 clusters Score -9608418 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 81926 members 
Entering Unmasked Estep 
Score: -9608683.000000 Penalty: 5633.076172
	Iteration 74Q: 3 clusters Score -9608683 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 81908 members 
Entering Unmasked Estep 
Score: -9608894.000000 Penalty: 5633.076172
	Iteration 75Q: 3 clusters Score -9608894 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 81853 members 
Entering Unmasked Estep 
Score: -9608962.000000 Penalty: 5633.076172
	Iteration 76Q: 3 clusters Score -9608962 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 81789 members 
Entering Unmasked Estep 
Score: -9608974.000000 Penalty: 5633.076172
	Iteration 77Q: 3 clusters Score -9608974 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 81744 members 
Entering Unmasked Estep 
Score: -9609000.000000 Penalty: 5633.076172
	Iteration 78Q: 3 clusters Score -9609000 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 81719 members 
Entering Unmasked Estep 
Score: -9609001.000000 Penalty: 5633.076172
	Iteration 79Q: 3 clusters Score -9609001 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 81702 members 
Entering Unmasked Estep 
Score: -9609011.000000 Penalty: 5633.076172
	Iteration 80F: 3 clusters Score -9609011 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 81686 members 
Entering Unmasked Estep 
Score: -9609013.000000 Penalty: 5633.076172
	Iteration 81Q: 3 clusters Score -9609013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 81679 members 
Entering Unmasked Estep 
Score: -9609011.000000 Penalty: 5633.076172
	Iteration 82Q: 3 clusters Score -9609011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 81673 members 
Entering Unmasked Estep 
Score: -9609010.000000 Penalty: 5633.076172
	Iteration 83Q: 3 clusters Score -9609010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 81667 members 
Entering Unmasked Estep 
Score: -9609004.000000 Penalty: 5633.076172
	Iteration 84Q: 3 clusters Score -9609004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 81660 members 
Entering Unmasked Estep 
Score: -9609006.000000 Penalty: 5633.076172
	Iteration 85Q: 3 clusters Score -9609006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 81655 members 
Entering Unmasked Estep 
Score: -9609006.000000 Penalty: 5633.076172
	Iteration 86Q: 3 clusters Score -9609006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 81650 members 
Entering Unmasked Estep 
Score: -9609008.000000 Penalty: 5633.076172
	Iteration 87Q: 3 clusters Score -9609008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 81649 members 
Entering Unmasked Estep 
Score: -9609003.000000 Penalty: 5633.076172
	Iteration 88Q: 3 clusters Score -9609003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 81649 members 
Entering Unmasked Estep 
Score: -9609003.000000 Penalty: 5633.076172
	Iteration 89F: 3 clusters Score -9609003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 125123 members 
Mstep: Class 2 contains 732 members 
Mstep: Class 3 contains 329467 members 
Mstep: Class 4 contains 29903 members 
Mstep: Class 5 contains 92330 members 
Mstep: Class 6 contains 34301 members 
Mstep: Class 7 contains 4671 members 
Mstep: Class 8 contains 4937 members 
Mstep: Class 9 contains 58420 members 
Mstep: Class 10 contains 25920 members 
Mstep: Class 11 contains 9775 members 
Mstep: Class 12 contains 13433 members 
Mstep: Class 13 contains 210301 members 
Mstep: Class 14 contains 3914 members 
Mstep: Class 15 contains 207937 members 
Mstep: Class 16 contains 9135 members 
Mstep: Class 17 contains 10416 members 
Mstep: Class 18 contains 221841 members 
Mstep: Class 19 contains 9100 members 
Mstep: Class 20 contains 23807 members 
Mstep: Class 21 contains 9210 members 
Mstep: Class 22 contains 317558 members 
Mstep: Class 23 contains 13036 members 
Mstep: Class 24 contains 2030 members 
Mstep: Class 25 contains 89632 members 
Mstep: Class 26 contains 8856 members 
Mstep: Class 27 contains 42646 members 
Mstep: Class 28 contains 81649 members 
Entering Unmasked Estep 
Score: -235271760.000000 Penalty: 100713.882812
Splitting cluster 14 changes total score from -235222512.000000 to -235271760.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 15 (207937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207937 members 
Entering Unmasked Estep 
Score: -25130434.000000 Penalty: 3036.757568
	Iteration 0F: 2 clusters Score -2.513043e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103701 members 
Mstep: Class 2 contains 104236 members 
Entering Unmasked Estep 
Score: -24991270.000000 Penalty: 6073.515137
	Iteration 0F: 3 clusters Score -2.499127e+07 nChanged 100562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97391 members 
Mstep: Class 2 contains 110546 members 
Entering Unmasked Estep 
Score: -25051264.000000 Penalty: 6073.515137
	Iteration 1F: 3 clusters Score -2.505126e+07 nChanged 8125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92796 members 
Mstep: Class 2 contains 115141 members 
Entering Unmasked Estep 
Score: -25054142.000000 Penalty: 6073.515137
	Iteration 2Q: 3 clusters Score -2.505414e+07 nChanged 10470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85654 members 
Mstep: Class 2 contains 122283 members 
Entering Unmasked Estep 
Score: -25059060.000000 Penalty: 6073.515137
	Iteration 3F: 3 clusters Score -2.505906e+07 nChanged 13530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75284 members 
Mstep: Class 2 contains 132653 members 
Entering Unmasked Estep 
Score: -25067768.000000 Penalty: 6073.515137
	Iteration 4F: 3 clusters Score -2.506777e+07 nChanged 16226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61894 members 
Mstep: Class 2 contains 146043 members 
Entering Unmasked Estep 
Score: -25079666.000000 Penalty: 6073.515137
	Iteration 5F: 3 clusters Score -2.507967e+07 nChanged 17267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46843 members 
Mstep: Class 2 contains 161094 members 
Entering Unmasked Estep 
Score: -25094468.000000 Penalty: 6073.515137
	Iteration 6F: 3 clusters Score -2.509447e+07 nChanged 15298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33003 members 
Mstep: Class 2 contains 174934 members 
Entering Unmasked Estep 
Score: -25107434.000000 Penalty: 6073.515137
	Iteration 7F: 3 clusters Score -2.510743e+07 nChanged 11541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 185753 members 
Entering Unmasked Estep 
Score: -25116918.000000 Penalty: 6073.515137
	Iteration 8F: 3 clusters Score -2.511692e+07 nChanged 7547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 193048 members 
Entering Unmasked Estep 
Score: -25122384.000000 Penalty: 6073.515137
	Iteration 9Q: 3 clusters Score -2.512238e+07 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 197731 members 
Entering Unmasked Estep 
Score: -25125604.000000 Penalty: 6073.515137
	Iteration 10Q: 3 clusters Score -2.51256e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 200535 members 
Entering Unmasked Estep 
Score: -25127320.000000 Penalty: 6073.515137
	Iteration 11Q: 3 clusters Score -2.512732e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 202185 members 
Entering Unmasked Estep 
Score: -25128180.000000 Penalty: 6073.515137
	Iteration 12Q: 3 clusters Score -2.512818e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 203171 members 
Entering Unmasked Estep 
Score: -25128592.000000 Penalty: 6073.515137
	Iteration 13Q: 3 clusters Score -2.512859e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 203816 members 
Entering Unmasked Estep 
Score: -25128752.000000 Penalty: 6073.515137
	Iteration 14Q: 3 clusters Score -2.512875e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 204200 members 
Entering Unmasked Estep 
Score: -25128864.000000 Penalty: 6073.515137
	Iteration 15Q: 3 clusters Score -2.512886e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 204454 members 
Entering Unmasked Estep 
Score: -25128990.000000 Penalty: 6073.515137
	Iteration 16Q: 3 clusters Score -2.512899e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 204610 members 
Entering Unmasked Estep 
Score: -25129034.000000 Penalty: 6073.515137
	Iteration 17Q: 3 clusters Score -2.512903e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 204718 members 
Entering Unmasked Estep 
Score: -25129084.000000 Penalty: 6073.515137
	Iteration 18Q: 3 clusters Score -2.512908e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 204814 members 
Entering Unmasked Estep 
Score: -25129142.000000 Penalty: 6073.515137
	Iteration 19Q: 3 clusters Score -2.512914e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 204882 members 
Entering Unmasked Estep 
Score: -25129148.000000 Penalty: 6073.515137
	Iteration 20F: 3 clusters Score -2.512915e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 204930 members 
Entering Unmasked Estep 
Score: -25129164.000000 Penalty: 6073.515137
	Iteration 21Q: 3 clusters Score -2.512916e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 204970 members 
Entering Unmasked Estep 
Score: -25129202.000000 Penalty: 6073.515137
	Iteration 22Q: 3 clusters Score -2.51292e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 205011 members 
Entering Unmasked Estep 
Score: -25129174.000000 Penalty: 6073.515137
	Iteration 23Q: 3 clusters Score -2.512917e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 205029 members 
Entering Unmasked Estep 
Score: -25129202.000000 Penalty: 6073.515137
	Iteration 24Q: 3 clusters Score -2.51292e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 205041 members 
Entering Unmasked Estep 
Score: -25129190.000000 Penalty: 6073.515137
	Iteration 25Q: 3 clusters Score -2.512919e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 205058 members 
Entering Unmasked Estep 
Score: -25129196.000000 Penalty: 6073.515137
	Iteration 26Q: 3 clusters Score -2.51292e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 205064 members 
Entering Unmasked Estep 
Score: -25129200.000000 Penalty: 6073.515137
	Iteration 27Q: 3 clusters Score -2.51292e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 205064 members 
Entering Unmasked Estep 
Score: -25129212.000000 Penalty: 6073.515137
	Iteration 28Q: 3 clusters Score -2.512921e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 205081 members 
Entering Unmasked Estep 
Score: -25129226.000000 Penalty: 6073.515137
	Iteration 29Q: 3 clusters Score -2.512923e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 205092 members 
Entering Unmasked Estep 
Score: -25129234.000000 Penalty: 6073.515137
	Iteration 30Q: 3 clusters Score -2.512923e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 205107 members 
Entering Unmasked Estep 
Score: -25129244.000000 Penalty: 6073.515137
	Iteration 31Q: 3 clusters Score -2.512924e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 205125 members 
Entering Unmasked Estep 
Score: -25129268.000000 Penalty: 6073.515137
	Iteration 32Q: 3 clusters Score -2.512927e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 205132 members 
Entering Unmasked Estep 
Score: -25129264.000000 Penalty: 6073.515137
	Iteration 33Q: 3 clusters Score -2.512926e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 205122 members 
Entering Unmasked Estep 
Score: -25129252.000000 Penalty: 6073.515137
	Iteration 34Q: 3 clusters Score -2.512925e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 205125 members 
Entering Unmasked Estep 
Score: -25129266.000000 Penalty: 6073.515137
	Iteration 35Q: 3 clusters Score -2.512927e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 205131 members 
Entering Unmasked Estep 
Score: -25129274.000000 Penalty: 6073.515137
	Iteration 36Q: 3 clusters Score -2.512927e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 205132 members 
Entering Unmasked Estep 
Score: -25129288.000000 Penalty: 6073.515137
	Iteration 37Q: 3 clusters Score -2.512929e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 205130 members 
Entering Unmasked Estep 
Score: -25129276.000000 Penalty: 6073.515137
	Iteration 38Q: 3 clusters Score -2.512928e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 205137 members 
Entering Unmasked Estep 
Score: -25129304.000000 Penalty: 6073.515137
	Iteration 39Q: 3 clusters Score -2.51293e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 205138 members 
Entering Unmasked Estep 
Score: -25129324.000000 Penalty: 6073.515137
	Iteration 40F: 3 clusters Score -2.512932e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 205150 members 
Entering Unmasked Estep 
Score: -25129310.000000 Penalty: 6073.515137
	Iteration 41Q: 3 clusters Score -2.512931e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 205159 members 
Entering Unmasked Estep 
Score: -25129300.000000 Penalty: 6073.515137
	Iteration 42Q: 3 clusters Score -2.51293e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 205159 members 
Entering Unmasked Estep 
Score: -25129306.000000 Penalty: 6073.515137
	Iteration 43Q: 3 clusters Score -2.512931e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 205165 members 
Entering Unmasked Estep 
Score: -25129312.000000 Penalty: 6073.515137
	Iteration 44Q: 3 clusters Score -2.512931e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 205174 members 
Entering Unmasked Estep 
Score: -25129302.000000 Penalty: 6073.515137
	Iteration 45Q: 3 clusters Score -2.51293e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 205175 members 
Entering Unmasked Estep 
Score: -25129306.000000 Penalty: 6073.515137
	Iteration 46Q: 3 clusters Score -2.512931e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 205185 members 
Entering Unmasked Estep 
Score: -25129312.000000 Penalty: 6073.515137
	Iteration 47Q: 3 clusters Score -2.512931e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 205197 members 
Entering Unmasked Estep 
Score: -25129318.000000 Penalty: 6073.515137
	Iteration 48Q: 3 clusters Score -2.512932e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 205203 members 
Entering Unmasked Estep 
Score: -25129350.000000 Penalty: 6073.515137
	Iteration 49Q: 3 clusters Score -2.512935e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 205217 members 
Entering Unmasked Estep 
Score: -25129362.000000 Penalty: 6073.515137
	Iteration 50Q: 3 clusters Score -2.512936e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 205219 members 
Entering Unmasked Estep 
Score: -25129398.000000 Penalty: 6073.515137
	Iteration 51Q: 3 clusters Score -2.51294e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 205222 members 
Entering Unmasked Estep 
Score: -25129390.000000 Penalty: 6073.515137
	Iteration 52Q: 3 clusters Score -2.512939e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 205222 members 
Entering Unmasked Estep 
Score: -25129394.000000 Penalty: 6073.515137
	Iteration 53Q: 3 clusters Score -2.512939e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 205219 members 
Entering Unmasked Estep 
Score: -25129436.000000 Penalty: 6073.515137
	Iteration 54Q: 3 clusters Score -2.512944e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 205223 members 
Entering Unmasked Estep 
Score: -25129444.000000 Penalty: 6073.515137
	Iteration 55Q: 3 clusters Score -2.512944e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 205225 members 
Entering Unmasked Estep 
Score: -25129438.000000 Penalty: 6073.515137
	Iteration 56Q: 3 clusters Score -2.512944e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 205229 members 
Entering Unmasked Estep 
Score: -25129426.000000 Penalty: 6073.515137
	Iteration 57Q: 3 clusters Score -2.512943e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 205230 members 
Entering Unmasked Estep 
Score: -25129448.000000 Penalty: 6073.515137
	Iteration 58Q: 3 clusters Score -2.512945e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 205230 members 
Entering Unmasked Estep 
Score: -25129454.000000 Penalty: 6073.515137
	Iteration 59Q: 3 clusters Score -2.512945e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 205226 members 
Entering Unmasked Estep 
Score: -25129438.000000 Penalty: 6073.515137
	Iteration 60F: 3 clusters Score -2.512944e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 205224 members 
Entering Unmasked Estep 
Score: -25129446.000000 Penalty: 6073.515137
	Iteration 61Q: 3 clusters Score -2.512945e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 205222 members 
Entering Unmasked Estep 
Score: -25129454.000000 Penalty: 6073.515137
	Iteration 62Q: 3 clusters Score -2.512945e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 205227 members 
Entering Unmasked Estep 
Score: -25129464.000000 Penalty: 6073.515137
	Iteration 63Q: 3 clusters Score -2.512946e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 205225 members 
Entering Unmasked Estep 
Score: -25129462.000000 Penalty: 6073.515137
	Iteration 64Q: 3 clusters Score -2.512946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 205228 members 
Entering Unmasked Estep 
Score: -25129464.000000 Penalty: 6073.515137
	Iteration 65Q: 3 clusters Score -2.512946e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 205227 members 
Entering Unmasked Estep 
Score: -25129464.000000 Penalty: 6073.515137
	Iteration 66Q: 3 clusters Score -2.512946e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 205226 members 
Entering Unmasked Estep 
Score: -25129468.000000 Penalty: 6073.515137
	Iteration 67Q: 3 clusters Score -2.512947e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 205224 members 
Entering Unmasked Estep 
Score: -25129470.000000 Penalty: 6073.515137
	Iteration 68Q: 3 clusters Score -2.512947e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 205224 members 
Entering Unmasked Estep 
Score: -25129470.000000 Penalty: 6073.515137
	Iteration 69F: 3 clusters Score -2.512947e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -1214176.375000 Penalty: 2294.272461
	Iteration 0F: 2 clusters Score -1214176 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: -1206158.375000 Penalty: 4588.544922
	Iteration 0F: 3 clusters Score -1206158 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1208510.250000 Penalty: 4588.544922
	Iteration 1F: 3 clusters Score -1208510 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1208938.000000 Penalty: 4588.544922
	Iteration 2F: 3 clusters Score -1208938 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1209388.250000 Penalty: 4588.544922
	Iteration 3F: 3 clusters Score -1209388 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1209947.625000 Penalty: 4588.544922
	Iteration 4F: 3 clusters Score -1209948 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1210558.875000 Penalty: 4588.544922
	Iteration 5F: 3 clusters Score -1210559 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1211116.125000 Penalty: 4588.544922
	Iteration 6F: 3 clusters Score -1211116 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1211577.625000 Penalty: 4588.544922
	Iteration 7F: 3 clusters Score -1211578 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1211887.750000 Penalty: 4588.544922
	Iteration 8Q: 3 clusters Score -1211888 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1212081.625000 Penalty: 4588.544922
	Iteration 9Q: 3 clusters Score -1212082 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1212199.000000 Penalty: 4588.544922
	Iteration 10Q: 3 clusters Score -1212199 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1212289.000000 Penalty: 4588.544922
	Iteration 11Q: 3 clusters Score -1212289 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1212360.625000 Penalty: 4588.544922
	Iteration 12Q: 3 clusters Score -1212361 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1212401.375000 Penalty: 4588.544922
	Iteration 13Q: 3 clusters Score -1212401 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1212433.125000 Penalty: 4588.544922
	Iteration 14Q: 3 clusters Score -1212433 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1212470.625000 Penalty: 4588.544922
	Iteration 15Q: 3 clusters Score -1212471 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1212510.750000 Penalty: 4588.544922
	Iteration 16Q: 3 clusters Score -1212511 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1212548.500000 Penalty: 4588.544922
	Iteration 17Q: 3 clusters Score -1212548 nChanged 115
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: -1212585.000000 Penalty: 4588.544922
	Iteration 18Q: 3 clusters Score -1212585 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1212633.500000 Penalty: 4588.544922
	Iteration 19Q: 3 clusters Score -1212634 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1212692.000000 Penalty: 4588.544922
	Iteration 20F: 3 clusters Score -1212692 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1212750.625000 Penalty: 4588.544922
	Iteration 21Q: 3 clusters Score -1212751 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1212813.500000 Penalty: 4588.544922
	Iteration 22Q: 3 clusters Score -1212814 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1212889.250000 Penalty: 4588.544922
	Iteration 23Q: 3 clusters Score -1212889 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1213003.500000 Penalty: 4588.544922
	Iteration 24Q: 3 clusters Score -1213004 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1213153.125000 Penalty: 4588.544922
	Iteration 25Q: 3 clusters Score -1213153 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1213305.875000 Penalty: 4588.544922
	Iteration 26Q: 3 clusters Score -1213306 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1213438.375000 Penalty: 4588.544922
	Iteration 27Q: 3 clusters Score -1213438 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1213527.125000 Penalty: 4588.544922
	Iteration 28Q: 3 clusters Score -1213527 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1213574.500000 Penalty: 4588.544922
	Iteration 29Q: 3 clusters Score -1213574 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1213613.750000 Penalty: 4588.544922
	Iteration 30Q: 3 clusters Score -1213614 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1213652.500000 Penalty: 4588.544922
	Iteration 31Q: 3 clusters Score -1213652 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1213685.625000 Penalty: 4588.544922
	Iteration 32Q: 3 clusters Score -1213686 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1213702.875000 Penalty: 4588.544922
	Iteration 33Q: 3 clusters Score -1213703 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1213722.500000 Penalty: 4588.544922
	Iteration 34Q: 3 clusters Score -1213722 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1213730.375000 Penalty: 4588.544922
	Iteration 35Q: 3 clusters Score -1213730 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1213737.375000 Penalty: 4588.544922
	Iteration 36Q: 3 clusters Score -1213737 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1213743.375000 Penalty: 4588.544922
	Iteration 37Q: 3 clusters Score -1213743 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1213747.250000 Penalty: 4588.544922
	Iteration 38Q: 3 clusters Score -1213747 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1213750.875000 Penalty: 4588.544922
	Iteration 39Q: 3 clusters Score -1213751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1213754.875000 Penalty: 4588.544922
	Iteration 40F: 3 clusters Score -1213755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1213754.375000 Penalty: 4588.544922
	Iteration 41Q: 3 clusters Score -1213754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1213757.375000 Penalty: 4588.544922
	Iteration 42Q: 3 clusters Score -1213757 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1213759.250000 Penalty: 4588.544922
	Iteration 43Q: 3 clusters Score -1213759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1213760.125000 Penalty: 4588.544922
	Iteration 44Q: 3 clusters Score -1213760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1213761.000000 Penalty: 4588.544922
	Iteration 45Q: 3 clusters Score -1213761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1213761.875000 Penalty: 4588.544922
	Iteration 46Q: 3 clusters Score -1213762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1213765.375000 Penalty: 4588.544922
	Iteration 47Q: 3 clusters Score -1213765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1213765.000000 Penalty: 4588.544922
	Iteration 48Q: 3 clusters Score -1213765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1213766.500000 Penalty: 4588.544922
	Iteration 49Q: 3 clusters Score -1213766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1213771.500000 Penalty: 4588.544922
	Iteration 50Q: 3 clusters Score -1213772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1213771.375000 Penalty: 4588.544922
	Iteration 51Q: 3 clusters Score -1213771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1213769.625000 Penalty: 4588.544922
	Iteration 52Q: 3 clusters Score -1213770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1213768.375000 Penalty: 4588.544922
	Iteration 53Q: 3 clusters Score -1213768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1213770.875000 Penalty: 4588.544922
	Iteration 54Q: 3 clusters Score -1213771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1213771.500000 Penalty: 4588.544922
	Iteration 55Q: 3 clusters Score -1213772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1213772.750000 Penalty: 4588.544922
	Iteration 56Q: 3 clusters Score -1213773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1213772.375000 Penalty: 4588.544922
	Iteration 57Q: 3 clusters Score -1213772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1213772.625000 Penalty: 4588.544922
	Iteration 58Q: 3 clusters Score -1213773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1213772.625000 Penalty: 4588.544922
	Iteration 59F: 3 clusters Score -1213773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (221841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221841 members 
Entering Unmasked Estep 
Score: -26456762.000000 Penalty: 3052.809570
	Iteration 0F: 2 clusters Score -2.645676e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110969 members 
Mstep: Class 2 contains 110872 members 
Entering Unmasked Estep 
Score: -26308306.000000 Penalty: 6105.619141
	Iteration 0F: 3 clusters Score -2.630831e+07 nChanged 106858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109977 members 
Mstep: Class 2 contains 111864 members 
Entering Unmasked Estep 
Score: -26371942.000000 Penalty: 6105.619141
	Iteration 1F: 3 clusters Score -2.637194e+07 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109356 members 
Mstep: Class 2 contains 112485 members 
Entering Unmasked Estep 
Score: -26373368.000000 Penalty: 6105.619141
	Iteration 2Q: 3 clusters Score -2.637337e+07 nChanged 6892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108496 members 
Mstep: Class 2 contains 113345 members 
Entering Unmasked Estep 
Score: -26375074.000000 Penalty: 6105.619141
	Iteration 3Q: 3 clusters Score -2.637507e+07 nChanged 7460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107362 members 
Mstep: Class 2 contains 114479 members 
Entering Unmasked Estep 
Score: -26377416.000000 Penalty: 6105.619141
	Iteration 4Q: 3 clusters Score -2.637742e+07 nChanged 8124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105810 members 
Mstep: Class 2 contains 116031 members 
Entering Unmasked Estep 
Score: -26380174.000000 Penalty: 6105.619141
	Iteration 5Q: 3 clusters Score -2.638017e+07 nChanged 8644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103796 members 
Mstep: Class 2 contains 118045 members 
Entering Unmasked Estep 
Score: -26382998.000000 Penalty: 6105.619141
	Iteration 6Q: 3 clusters Score -2.6383e+07 nChanged 9060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101128 members 
Mstep: Class 2 contains 120713 members 
Entering Unmasked Estep 
Score: -26385860.000000 Penalty: 6105.619141
	Iteration 7Q: 3 clusters Score -2.638586e+07 nChanged 9217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97659 members 
Mstep: Class 2 contains 124182 members 
Entering Unmasked Estep 
Score: -26389080.000000 Penalty: 6105.619141
	Iteration 8Q: 3 clusters Score -2.638908e+07 nChanged 9381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93222 members 
Mstep: Class 2 contains 128619 members 
Entering Unmasked Estep 
Score: -26392334.000000 Penalty: 6105.619141
	Iteration 9Q: 3 clusters Score -2.639233e+07 nChanged 9671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87431 members 
Mstep: Class 2 contains 134410 members 
Entering Unmasked Estep 
Score: -26396472.000000 Penalty: 6105.619141
	Iteration 10Q: 3 clusters Score -2.639647e+07 nChanged 10008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80291 members 
Mstep: Class 2 contains 141550 members 
Entering Unmasked Estep 
Score: -26401826.000000 Penalty: 6105.619141
	Iteration 11Q: 3 clusters Score -2.640183e+07 nChanged 10550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72085 members 
Mstep: Class 2 contains 149756 members 
Entering Unmasked Estep 
Score: -26408952.000000 Penalty: 6105.619141
	Iteration 12Q: 3 clusters Score -2.640895e+07 nChanged 10602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63753 members 
Mstep: Class 2 contains 158088 members 
Entering Unmasked Estep 
Score: -26416856.000000 Penalty: 6105.619141
	Iteration 13Q: 3 clusters Score -2.641686e+07 nChanged 9886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56321 members 
Mstep: Class 2 contains 165520 members 
Entering Unmasked Estep 
Score: -26424174.000000 Penalty: 6105.619141
	Iteration 14Q: 3 clusters Score -2.642417e+07 nChanged 8157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50198 members 
Mstep: Class 2 contains 171643 members 
Entering Unmasked Estep 
Score: -26429580.000000 Penalty: 6105.619141
	Iteration 15Q: 3 clusters Score -2.642958e+07 nChanged 6120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44912 members 
Mstep: Class 2 contains 176929 members 
Entering Unmasked Estep 
Score: -26432838.000000 Penalty: 6105.619141
	Iteration 16Q: 3 clusters Score -2.643284e+07 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39999 members 
Mstep: Class 2 contains 181842 members 
Entering Unmasked Estep 
Score: -26435416.000000 Penalty: 6105.619141
	Iteration 17Q: 3 clusters Score -2.643542e+07 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 186717 members 
Entering Unmasked Estep 
Score: -26437704.000000 Penalty: 6105.619141
	Iteration 18Q: 3 clusters Score -2.64377e+07 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30330 members 
Mstep: Class 2 contains 191511 members 
Entering Unmasked Estep 
Score: -26440068.000000 Penalty: 6105.619141
	Iteration 19Q: 3 clusters Score -2.644007e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 196067 members 
Entering Unmasked Estep 
Score: -26442426.000000 Penalty: 6105.619141
	Iteration 20F: 3 clusters Score -2.644243e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 200310 members 
Entering Unmasked Estep 
Score: -26445058.000000 Penalty: 6105.619141
	Iteration 21Q: 3 clusters Score -2.644506e+07 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 204114 members 
Entering Unmasked Estep 
Score: -26447436.000000 Penalty: 6105.619141
	Iteration 22Q: 3 clusters Score -2.644744e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 207423 members 
Entering Unmasked Estep 
Score: -26449846.000000 Penalty: 6105.619141
	Iteration 23Q: 3 clusters Score -2.644985e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 210151 members 
Entering Unmasked Estep 
Score: -26451868.000000 Penalty: 6105.619141
	Iteration 24Q: 3 clusters Score -2.645187e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 212295 members 
Entering Unmasked Estep 
Score: -26453454.000000 Penalty: 6105.619141
	Iteration 25Q: 3 clusters Score -2.645345e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 213920 members 
Entering Unmasked Estep 
Score: -26454784.000000 Penalty: 6105.619141
	Iteration 26Q: 3 clusters Score -2.645478e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 215025 members 
Entering Unmasked Estep 
Score: -26455660.000000 Penalty: 6105.619141
	Iteration 27Q: 3 clusters Score -2.645566e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 215752 members 
Entering Unmasked Estep 
Score: -26456206.000000 Penalty: 6105.619141
	Iteration 28Q: 3 clusters Score -2.645621e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 216212 members 
Entering Unmasked Estep 
Score: -26456346.000000 Penalty: 6105.619141
	Iteration 29Q: 3 clusters Score -2.645635e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 216561 members 
Entering Unmasked Estep 
Score: -26456562.000000 Penalty: 6105.619141
	Iteration 30Q: 3 clusters Score -2.645656e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 216815 members 
Entering Unmasked Estep 
Score: -26456626.000000 Penalty: 6105.619141
	Iteration 31Q: 3 clusters Score -2.645663e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 217024 members 
Entering Unmasked Estep 
Score: -26456668.000000 Penalty: 6105.619141
	Iteration 32Q: 3 clusters Score -2.645667e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 217164 members 
Entering Unmasked Estep 
Score: -26456690.000000 Penalty: 6105.619141
	Iteration 33Q: 3 clusters Score -2.645669e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 217271 members 
Entering Unmasked Estep 
Score: -26456710.000000 Penalty: 6105.619141
	Iteration 34Q: 3 clusters Score -2.645671e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 217351 members 
Entering Unmasked Estep 
Score: -26456678.000000 Penalty: 6105.619141
	Iteration 35Q: 3 clusters Score -2.645668e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 217407 members 
Entering Unmasked Estep 
Score: -26456700.000000 Penalty: 6105.619141
	Iteration 36Q: 3 clusters Score -2.64567e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 217451 members 
Entering Unmasked Estep 
Score: -26456706.000000 Penalty: 6105.619141
	Iteration 37Q: 3 clusters Score -2.645671e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 217482 members 
Entering Unmasked Estep 
Score: -26456768.000000 Penalty: 6105.619141
	Iteration 38Q: 3 clusters Score -2.645677e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 217513 members 
Entering Unmasked Estep 
Score: -26456818.000000 Penalty: 6105.619141
	Iteration 39Q: 3 clusters Score -2.645682e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 217554 members 
Entering Unmasked Estep 
Score: -26456814.000000 Penalty: 6105.619141
	Iteration 40F: 3 clusters Score -2.645681e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 217587 members 
Entering Unmasked Estep 
Score: -26456832.000000 Penalty: 6105.619141
	Iteration 41Q: 3 clusters Score -2.645683e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 217620 members 
Entering Unmasked Estep 
Score: -26456824.000000 Penalty: 6105.619141
	Iteration 42Q: 3 clusters Score -2.645682e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 217639 members 
Entering Unmasked Estep 
Score: -26456814.000000 Penalty: 6105.619141
	Iteration 43Q: 3 clusters Score -2.645681e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 217659 members 
Entering Unmasked Estep 
Score: -26456840.000000 Penalty: 6105.619141
	Iteration 44Q: 3 clusters Score -2.645684e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 217670 members 
Entering Unmasked Estep 
Score: -26456834.000000 Penalty: 6105.619141
	Iteration 45Q: 3 clusters Score -2.645683e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 217676 members 
Entering Unmasked Estep 
Score: -26456854.000000 Penalty: 6105.619141
	Iteration 46Q: 3 clusters Score -2.645685e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 217683 members 
Entering Unmasked Estep 
Score: -26456844.000000 Penalty: 6105.619141
	Iteration 47Q: 3 clusters Score -2.645684e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 217691 members 
Entering Unmasked Estep 
Score: -26456860.000000 Penalty: 6105.619141
	Iteration 48Q: 3 clusters Score -2.645686e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 217697 members 
Entering Unmasked Estep 
Score: -26456844.000000 Penalty: 6105.619141
	Iteration 49Q: 3 clusters Score -2.645684e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 217702 members 
Entering Unmasked Estep 
Score: -26456862.000000 Penalty: 6105.619141
	Iteration 50Q: 3 clusters Score -2.645686e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 217705 members 
Entering Unmasked Estep 
Score: -26456840.000000 Penalty: 6105.619141
	Iteration 51Q: 3 clusters Score -2.645684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 217709 members 
Entering Unmasked Estep 
Score: -26456858.000000 Penalty: 6105.619141
	Iteration 52Q: 3 clusters Score -2.645686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 217711 members 
Entering Unmasked Estep 
Score: -26456860.000000 Penalty: 6105.619141
	Iteration 53Q: 3 clusters Score -2.645686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 217715 members 
Entering Unmasked Estep 
Score: -26456870.000000 Penalty: 6105.619141
	Iteration 54Q: 3 clusters Score -2.645687e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 217723 members 
Entering Unmasked Estep 
Score: -26456836.000000 Penalty: 6105.619141
	Iteration 55Q: 3 clusters Score -2.645684e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 217729 members 
Entering Unmasked Estep 
Score: -26456856.000000 Penalty: 6105.619141
	Iteration 56Q: 3 clusters Score -2.645686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 217731 members 
Entering Unmasked Estep 
Score: -26456864.000000 Penalty: 6105.619141
	Iteration 57Q: 3 clusters Score -2.645686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 217734 members 
Entering Unmasked Estep 
Score: -26456852.000000 Penalty: 6105.619141
	Iteration 58Q: 3 clusters Score -2.645685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 217736 members 
Entering Unmasked Estep 
Score: -26456852.000000 Penalty: 6105.619141
	Iteration 59Q: 3 clusters Score -2.645685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 217738 members 
Entering Unmasked Estep 
Score: -26456846.000000 Penalty: 6105.619141
	Iteration 60F: 3 clusters Score -2.645685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 217740 members 
Entering Unmasked Estep 
Score: -26456838.000000 Penalty: 6105.619141
	Iteration 61Q: 3 clusters Score -2.645684e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 217740 members 
Entering Unmasked Estep 
Score: -26456838.000000 Penalty: 6105.619141
	Iteration 62F: 3 clusters Score -2.645684e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 125123 members 
Mstep: Class 2 contains 732 members 
Mstep: Class 3 contains 329467 members 
Mstep: Class 4 contains 29903 members 
Mstep: Class 5 contains 92330 members 
Mstep: Class 6 contains 34301 members 
Mstep: Class 7 contains 4671 members 
Mstep: Class 8 contains 4937 members 
Mstep: Class 9 contains 58420 members 
Mstep: Class 10 contains 25920 members 
Mstep: Class 11 contains 9775 members 
Mstep: Class 12 contains 13433 members 
Mstep: Class 13 contains 210301 members 
Mstep: Class 14 contains 3914 members 
Mstep: Class 15 contains 207937 members 
Mstep: Class 16 contains 9135 members 
Mstep: Class 17 contains 10416 members 
Mstep: Class 18 contains 4101 members 
Mstep: Class 19 contains 9100 members 
Mstep: Class 20 contains 23807 members 
Mstep: Class 21 contains 9210 members 
Mstep: Class 22 contains 317558 members 
Mstep: Class 23 contains 13036 members 
Mstep: Class 24 contains 2030 members 
Mstep: Class 25 contains 89632 members 
Mstep: Class 26 contains 8856 members 
Mstep: Class 27 contains 42646 members 
Mstep: Class 28 contains 81649 members 
Mstep: Class 29 contains 217740 members 
Entering Unmasked Estep 
Score: -235273216.000000 Penalty: 104310.812500
Splitting cluster 18 changes total score from -235222512.000000 to -235273216.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 19 (9100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Entering Unmasked Estep 
Score: -1087325.875000 Penalty: 2260.775391
	Iteration 0F: 2 clusters Score -1087326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1080259.000000 Penalty: 4521.550781
	Iteration 0F: 3 clusters Score -1080259 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1082493.500000 Penalty: 4521.550781
	Iteration 1F: 3 clusters Score -1082494 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1083173.500000 Penalty: 4521.550781
	Iteration 2F: 3 clusters Score -1083174 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1084148.500000 Penalty: 4521.550781
	Iteration 3F: 3 clusters Score -1084148 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1085252.250000 Penalty: 4521.550781
	Iteration 4F: 3 clusters Score -1085252 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1086064.000000 Penalty: 4521.550781
	Iteration 5F: 3 clusters Score -1086064 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1086497.500000 Penalty: 4521.550781
	Iteration 6F: 3 clusters Score -1086498 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1086669.875000 Penalty: 4521.550781
	Iteration 7Q: 3 clusters Score -1086670 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1086745.625000 Penalty: 4521.550781
	Iteration 8Q: 3 clusters Score -1086746 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1086777.750000 Penalty: 4521.550781
	Iteration 9Q: 3 clusters Score -1086778 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1086791.500000 Penalty: 4521.550781
	Iteration 10Q: 3 clusters Score -1086792 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1086797.500000 Penalty: 4521.550781
	Iteration 11Q: 3 clusters Score -1086798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1086805.250000 Penalty: 4521.550781
	Iteration 12Q: 3 clusters Score -1086805 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1086807.625000 Penalty: 4521.550781
	Iteration 13Q: 3 clusters Score -1086808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1086810.875000 Penalty: 4521.550781
	Iteration 14Q: 3 clusters Score -1086811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1086811.250000 Penalty: 4521.550781
	Iteration 15Q: 3 clusters Score -1086811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1086812.250000 Penalty: 4521.550781
	Iteration 16Q: 3 clusters Score -1086812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1086812.000000 Penalty: 4521.550781
	Iteration 17Q: 3 clusters Score -1086812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1086812.000000 Penalty: 4521.550781
	Iteration 18F: 3 clusters Score -1086812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Entering Unmasked Estep 
Score: -2710082.250000 Penalty: 2499.278320
	Iteration 0F: 2 clusters Score -2710082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -2693689.000000 Penalty: 4998.556641
	Iteration 0F: 3 clusters Score -2693689 nChanged 10682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -2700867.750000 Penalty: 4998.556641
	Iteration 1F: 3 clusters Score -2700868 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -2704025.500000 Penalty: 4998.556641
	Iteration 2F: 3 clusters Score -2704026 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -2708677.500000 Penalty: 4998.556641
	Iteration 3F: 3 clusters Score -2708678 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -2712643.750000 Penalty: 4998.556641
	Iteration 4F: 3 clusters Score -2712644 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -2716212.250000 Penalty: 4998.556641
	Iteration 5F: 3 clusters Score -2716212 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -2718551.250000 Penalty: 4998.556641
	Iteration 6F: 3 clusters Score -2718551 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -2719786.000000 Penalty: 4998.556641
	Iteration 7Q: 3 clusters Score -2719786 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -2720611.250000 Penalty: 4998.556641
	Iteration 8Q: 3 clusters Score -2720611 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -2721202.000000 Penalty: 4998.556641
	Iteration 9Q: 3 clusters Score -2721202 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -2721645.500000 Penalty: 4998.556641
	Iteration 10Q: 3 clusters Score -2721646 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -2722038.750000 Penalty: 4998.556641
	Iteration 11Q: 3 clusters Score -2722039 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -2722487.750000 Penalty: 4998.556641
	Iteration 12Q: 3 clusters Score -2722488 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -2723140.000000 Penalty: 4998.556641
	Iteration 13Q: 3 clusters Score -2723140 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -2723692.000000 Penalty: 4998.556641
	Iteration 14Q: 3 clusters Score -2723692 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -2723944.000000 Penalty: 4998.556641
	Iteration 15Q: 3 clusters Score -2723944 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -2724057.250000 Penalty: 4998.556641
	Iteration 16Q: 3 clusters Score -2724057 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -2724086.750000 Penalty: 4998.556641
	Iteration 17Q: 3 clusters Score -2724087 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -2724092.750000 Penalty: 4998.556641
	Iteration 18Q: 3 clusters Score -2724093 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -2724108.750000 Penalty: 4998.556641
	Iteration 19Q: 3 clusters Score -2724109 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2724174.000000 Penalty: 4998.556641
	Iteration 20F: 3 clusters Score -2724174 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -2724213.000000 Penalty: 4998.556641
	Iteration 21Q: 3 clusters Score -2724213 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -2724222.250000 Penalty: 4998.556641
	Iteration 22Q: 3 clusters Score -2724222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -2724220.000000 Penalty: 4998.556641
	Iteration 23Q: 3 clusters Score -2724220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -2724223.000000 Penalty: 4998.556641
	Iteration 24Q: 3 clusters Score -2724223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -2724225.000000 Penalty: 4998.556641
	Iteration 25Q: 3 clusters Score -2724225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -2724225.000000 Penalty: 4998.556641
	Iteration 26F: 3 clusters Score -2724225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 125123 members 
Mstep: Class 2 contains 732 members 
Mstep: Class 3 contains 329467 members 
Mstep: Class 4 contains 29903 members 
Mstep: Class 5 contains 92330 members 
Mstep: Class 6 contains 34301 members 
Mstep: Class 7 contains 4671 members 
Mstep: Class 8 contains 4937 members 
Mstep: Class 9 contains 58420 members 
Mstep: Class 10 contains 25920 members 
Mstep: Class 11 contains 9775 members 
Mstep: Class 12 contains 13433 members 
Mstep: Class 13 contains 210301 members 
Mstep: Class 14 contains 3914 members 
Mstep: Class 15 contains 207937 members 
Mstep: Class 16 contains 9135 members 
Mstep: Class 17 contains 10416 members 
Mstep: Class 18 contains 4101 members 
Mstep: Class 19 contains 9100 members 
Mstep: Class 20 contains 12729 members 
Mstep: Class 21 contains 9210 members 
Mstep: Class 22 contains 317558 members 
Mstep: Class 23 contains 13036 members 
Mstep: Class 24 contains 2030 members 
Mstep: Class 25 contains 89632 members 
Mstep: Class 26 contains 8856 members 
Mstep: Class 27 contains 42646 members 
Mstep: Class 28 contains 81649 members 
Mstep: Class 29 contains 217740 members 
Mstep: Class 30 contains 11078 members 
Entering Unmasked Estep 
Score: -235288592.000000 Penalty: 107907.734375
Splitting cluster 20 changes total score from -235222512.000000 to -235288592.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 21 (9210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Entering Unmasked Estep 
Score: -982252.062500 Penalty: 2263.755127
	Iteration 0F: 2 clusters Score -982252.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -975191.812500 Penalty: 4527.510254
	Iteration 0F: 3 clusters Score -975191.8 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -977872.875000 Penalty: 4527.510254
	Iteration 1F: 3 clusters Score -977872.9 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -978700.812500 Penalty: 4527.510254
	Iteration 2F: 3 clusters Score -978700.8 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -979517.187500 Penalty: 4527.510254
	Iteration 3F: 3 clusters Score -979517.2 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -980202.125000 Penalty: 4527.510254
	Iteration 4F: 3 clusters Score -980202.1 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -980873.687500 Penalty: 4527.510254
	Iteration 5F: 3 clusters Score -980873.7 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -981490.250000 Penalty: 4527.510254
	Iteration 6F: 3 clusters Score -981490.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -981854.750000 Penalty: 4527.510254
	Iteration 7Q: 3 clusters Score -981854.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -982012.562500 Penalty: 4527.510254
	Iteration 8Q: 3 clusters Score -982012.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -982110.625000 Penalty: 4527.510254
	Iteration 9Q: 3 clusters Score -982110.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -982183.437500 Penalty: 4527.510254
	Iteration 10Q: 3 clusters Score -982183.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -982231.500000 Penalty: 4527.510254
	Iteration 11Q: 3 clusters Score -982231.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -982280.312500 Penalty: 4527.510254
	Iteration 12Q: 3 clusters Score -982280.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -982341.125000 Penalty: 4527.510254
	Iteration 13Q: 3 clusters Score -982341.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -982406.375000 Penalty: 4527.510254
	Iteration 14Q: 3 clusters Score -982406.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -982471.437500 Penalty: 4527.510254
	Iteration 15Q: 3 clusters Score -982471.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -982534.375000 Penalty: 4527.510254
	Iteration 16Q: 3 clusters Score -982534.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -982604.125000 Penalty: 4527.510254
	Iteration 17Q: 3 clusters Score -982604.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -982688.687500 Penalty: 4527.510254
	Iteration 18Q: 3 clusters Score -982688.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -982763.437500 Penalty: 4527.510254
	Iteration 19Q: 3 clusters Score -982763.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -982835.437500 Penalty: 4527.510254
	Iteration 20F: 3 clusters Score -982835.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -982886.375000 Penalty: 4527.510254
	Iteration 21Q: 3 clusters Score -982886.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -982933.312500 Penalty: 4527.510254
	Iteration 22Q: 3 clusters Score -982933.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -982971.562500 Penalty: 4527.510254
	Iteration 23Q: 3 clusters Score -982971.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -982997.250000 Penalty: 4527.510254
	Iteration 24Q: 3 clusters Score -982997.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -983009.812500 Penalty: 4527.510254
	Iteration 25Q: 3 clusters Score -983009.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -983021.125000 Penalty: 4527.510254
	Iteration 26Q: 3 clusters Score -983021.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -983029.250000 Penalty: 4527.510254
	Iteration 27Q: 3 clusters Score -983029.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -983038.625000 Penalty: 4527.510254
	Iteration 28Q: 3 clusters Score -983038.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -983041.125000 Penalty: 4527.510254
	Iteration 29Q: 3 clusters Score -983041.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -983045.625000 Penalty: 4527.510254
	Iteration 30Q: 3 clusters Score -983045.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -983047.000000 Penalty: 4527.510254
	Iteration 31Q: 3 clusters Score -983047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -983047.312500 Penalty: 4527.510254
	Iteration 32Q: 3 clusters Score -983047.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -983047.250000 Penalty: 4527.510254
	Iteration 33Q: 3 clusters Score -983047.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -983052.312500 Penalty: 4527.510254
	Iteration 34Q: 3 clusters Score -983052.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -983051.000000 Penalty: 4527.510254
	Iteration 35Q: 3 clusters Score -983051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -983053.062500 Penalty: 4527.510254
	Iteration 36Q: 3 clusters Score -983053.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -983057.250000 Penalty: 4527.510254
	Iteration 37Q: 3 clusters Score -983057.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -983061.812500 Penalty: 4527.510254
	Iteration 38Q: 3 clusters Score -983061.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -983069.312500 Penalty: 4527.510254
	Iteration 39Q: 3 clusters Score -983069.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -983081.187500 Penalty: 4527.510254
	Iteration 40F: 3 clusters Score -983081.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -983100.062500 Penalty: 4527.510254
	Iteration 41Q: 3 clusters Score -983100.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -983122.562500 Penalty: 4527.510254
	Iteration 42Q: 3 clusters Score -983122.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -983144.500000 Penalty: 4527.510254
	Iteration 43Q: 3 clusters Score -983144.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -983162.062500 Penalty: 4527.510254
	Iteration 44Q: 3 clusters Score -983162.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -983179.875000 Penalty: 4527.510254
	Iteration 45Q: 3 clusters Score -983179.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -983199.937500 Penalty: 4527.510254
	Iteration 46Q: 3 clusters Score -983199.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -983232.687500 Penalty: 4527.510254
	Iteration 47Q: 3 clusters Score -983232.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -983278.750000 Penalty: 4527.510254
	Iteration 48Q: 3 clusters Score -983278.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -983332.812500 Penalty: 4527.510254
	Iteration 49Q: 3 clusters Score -983332.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -983372.437500 Penalty: 4527.510254
	Iteration 50Q: 3 clusters Score -983372.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -983426.562500 Penalty: 4527.510254
	Iteration 51Q: 3 clusters Score -983426.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -983493.562500 Penalty: 4527.510254
	Iteration 52Q: 3 clusters Score -983493.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -983569.312500 Penalty: 4527.510254
	Iteration 53Q: 3 clusters Score -983569.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -983633.250000 Penalty: 4527.510254
	Iteration 54Q: 3 clusters Score -983633.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -983699.937500 Penalty: 4527.510254
	Iteration 55Q: 3 clusters Score -983699.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -983740.500000 Penalty: 4527.510254
	Iteration 56Q: 3 clusters Score -983740.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -983769.062500 Penalty: 4527.510254
	Iteration 57Q: 3 clusters Score -983769.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -983808.562500 Penalty: 4527.510254
	Iteration 58Q: 3 clusters Score -983808.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -983836.875000 Penalty: 4527.510254
	Iteration 59Q: 3 clusters Score -983836.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -983909.625000 Penalty: 4527.510254
	Iteration 60F: 3 clusters Score -983909.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -983962.000000 Penalty: 4527.510254
	Iteration 61Q: 3 clusters Score -983962 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -983994.437500 Penalty: 4527.510254
	Iteration 62Q: 3 clusters Score -983994.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -984015.750000 Penalty: 4527.510254
	Iteration 63Q: 3 clusters Score -984015.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -984024.437500 Penalty: 4527.510254
	Iteration 64Q: 3 clusters Score -984024.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -984027.437500 Penalty: 4527.510254
	Iteration 65Q: 3 clusters Score -984027.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -984032.625000 Penalty: 4527.510254
	Iteration 66Q: 3 clusters Score -984032.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -984034.437500 Penalty: 4527.510254
	Iteration 67Q: 3 clusters Score -984034.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -984037.375000 Penalty: 4527.510254
	Iteration 68Q: 3 clusters Score -984037.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -984040.000000 Penalty: 4527.510254
	Iteration 69Q: 3 clusters Score -984040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -984040.500000 Penalty: 4527.510254
	Iteration 70Q: 3 clusters Score -984040.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -984040.562500 Penalty: 4527.510254
	Iteration 71Q: 3 clusters Score -984040.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -984041.062500 Penalty: 4527.510254
	Iteration 72Q: 3 clusters Score -984041.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -984041.062500 Penalty: 4527.510254
	Iteration 73F: 3 clusters Score -984041.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 125123 members 
Mstep: Class 2 contains 732 members 
Mstep: Class 3 contains 329467 members 
Mstep: Class 4 contains 29903 members 
Mstep: Class 5 contains 92330 members 
Mstep: Class 6 contains 34301 members 
Mstep: Class 7 contains 4671 members 
Mstep: Class 8 contains 4937 members 
Mstep: Class 9 contains 58420 members 
Mstep: Class 10 contains 25920 members 
Mstep: Class 11 contains 9775 members 
Mstep: Class 12 contains 13433 members 
Mstep: Class 13 contains 210301 members 
Mstep: Class 14 contains 3914 members 
Mstep: Class 15 contains 207937 members 
Mstep: Class 16 contains 9135 members 
Mstep: Class 17 contains 10416 members 
Mstep: Class 18 contains 4101 members 
Mstep: Class 19 contains 9100 members 
Mstep: Class 20 contains 12729 members 
Mstep: Class 21 contains 4739 members 
Mstep: Class 22 contains 317558 members 
Mstep: Class 23 contains 13036 members 
Mstep: Class 24 contains 2030 members 
Mstep: Class 25 contains 89632 members 
Mstep: Class 26 contains 8856 members 
Mstep: Class 27 contains 42646 members 
Mstep: Class 28 contains 81649 members 
Mstep: Class 29 contains 217740 members 
Mstep: Class 30 contains 11078 members 
Mstep: Class 31 contains 4471 members 
Entering Unmasked Estep 
Score: -235289280.000000 Penalty: 111504.664062
Splitting cluster 21 changes total score from -235222512.000000 to -235289280.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 22 (317558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317558 members 
Entering Unmasked Estep 
Score: -38636080.000000 Penalty: 3141.767090
	Iteration 0F: 2 clusters Score -3.863608e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158705 members 
Mstep: Class 2 contains 158853 members 
Entering Unmasked Estep 
Score: -38455040.000000 Penalty: 6283.534180
	Iteration 0F: 3 clusters Score -3.845504e+07 nChanged 154012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154233 members 
Mstep: Class 2 contains 163325 members 
Entering Unmasked Estep 
Score: -38545764.000000 Penalty: 6283.534180
	Iteration 1F: 3 clusters Score -3.854576e+07 nChanged 8149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151084 members 
Mstep: Class 2 contains 166474 members 
Entering Unmasked Estep 
Score: -38547200.000000 Penalty: 6283.534180
	Iteration 2Q: 3 clusters Score -3.85472e+07 nChanged 9401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146199 members 
Mstep: Class 2 contains 171359 members 
Entering Unmasked Estep 
Score: -38549080.000000 Penalty: 6283.534180
	Iteration 3Q: 3 clusters Score -3.854908e+07 nChanged 11471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138692 members 
Mstep: Class 2 contains 178866 members 
Entering Unmasked Estep 
Score: -38552160.000000 Penalty: 6283.534180
	Iteration 4Q: 3 clusters Score -3.855216e+07 nChanged 14758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127226 members 
Mstep: Class 2 contains 190332 members 
Entering Unmasked Estep 
Score: -38556988.000000 Penalty: 6283.534180
	Iteration 5Q: 3 clusters Score -3.855699e+07 nChanged 18584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111602 members 
Mstep: Class 2 contains 205956 members 
Entering Unmasked Estep 
Score: -38563956.000000 Penalty: 6283.534180
	Iteration 6F: 3 clusters Score -3.856396e+07 nChanged 21825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92159 members 
Mstep: Class 2 contains 225399 members 
Entering Unmasked Estep 
Score: -38572848.000000 Penalty: 6283.534180
	Iteration 7F: 3 clusters Score -3.857285e+07 nChanged 22347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71440 members 
Mstep: Class 2 contains 246118 members 
Entering Unmasked Estep 
Score: -38583256.000000 Penalty: 6283.534180
	Iteration 8F: 3 clusters Score -3.858326e+07 nChanged 20318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52008 members 
Mstep: Class 2 contains 265550 members 
Entering Unmasked Estep 
Score: -38594568.000000 Penalty: 6283.534180
	Iteration 9F: 3 clusters Score -3.859457e+07 nChanged 16747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35577 members 
Mstep: Class 2 contains 281981 members 
Entering Unmasked Estep 
Score: -38606124.000000 Penalty: 6283.534180
	Iteration 10F: 3 clusters Score -3.860612e+07 nChanged 12692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 294543 members 
Entering Unmasked Estep 
Score: -38615668.000000 Penalty: 6283.534180
	Iteration 11Q: 3 clusters Score -3.861567e+07 nChanged 8521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 302998 members 
Entering Unmasked Estep 
Score: -38622180.000000 Penalty: 6283.534180
	Iteration 12Q: 3 clusters Score -3.862218e+07 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 308402 members 
Entering Unmasked Estep 
Score: -38626440.000000 Penalty: 6283.534180
	Iteration 13Q: 3 clusters Score -3.862644e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 311703 members 
Entering Unmasked Estep 
Score: -38629056.000000 Penalty: 6283.534180
	Iteration 14Q: 3 clusters Score -3.862906e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 313715 members 
Entering Unmasked Estep 
Score: -38630560.000000 Penalty: 6283.534180
	Iteration 15Q: 3 clusters Score -3.863056e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 314889 members 
Entering Unmasked Estep 
Score: -38631488.000000 Penalty: 6283.534180
	Iteration 16Q: 3 clusters Score -3.863149e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 315561 members 
Entering Unmasked Estep 
Score: -38632148.000000 Penalty: 6283.534180
	Iteration 17Q: 3 clusters Score -3.863215e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 315942 members 
Entering Unmasked Estep 
Score: -38632496.000000 Penalty: 6283.534180
	Iteration 18Q: 3 clusters Score -3.86325e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 316191 members 
Entering Unmasked Estep 
Score: -38632688.000000 Penalty: 6283.534180
	Iteration 19Q: 3 clusters Score -3.863269e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 316351 members 
Entering Unmasked Estep 
Score: -38632796.000000 Penalty: 6283.534180
	Iteration 20F: 3 clusters Score -3.86328e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 316449 members 
Entering Unmasked Estep 
Score: -38632880.000000 Penalty: 6283.534180
	Iteration 21Q: 3 clusters Score -3.863288e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 316521 members 
Entering Unmasked Estep 
Score: -38632920.000000 Penalty: 6283.534180
	Iteration 22Q: 3 clusters Score -3.863292e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 316573 members 
Entering Unmasked Estep 
Score: -38632980.000000 Penalty: 6283.534180
	Iteration 23Q: 3 clusters Score -3.863298e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 316604 members 
Entering Unmasked Estep 
Score: -38633000.000000 Penalty: 6283.534180
	Iteration 24Q: 3 clusters Score -3.8633e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 316623 members 
Entering Unmasked Estep 
Score: -38633000.000000 Penalty: 6283.534180
	Iteration 25Q: 3 clusters Score -3.8633e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 316644 members 
Entering Unmasked Estep 
Score: -38633044.000000 Penalty: 6283.534180
	Iteration 26Q: 3 clusters Score -3.863304e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 316663 members 
Entering Unmasked Estep 
Score: -38633044.000000 Penalty: 6283.534180
	Iteration 27Q: 3 clusters Score -3.863304e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 316680 members 
Entering Unmasked Estep 
Score: -38633028.000000 Penalty: 6283.534180
	Iteration 28Q: 3 clusters Score -3.863303e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 316692 members 
Entering Unmasked Estep 
Score: -38633036.000000 Penalty: 6283.534180
	Iteration 29Q: 3 clusters Score -3.863304e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 316707 members 
Entering Unmasked Estep 
Score: -38633048.000000 Penalty: 6283.534180
	Iteration 30Q: 3 clusters Score -3.863305e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 316721 members 
Entering Unmasked Estep 
Score: -38633048.000000 Penalty: 6283.534180
	Iteration 31Q: 3 clusters Score -3.863305e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 316732 members 
Entering Unmasked Estep 
Score: -38633064.000000 Penalty: 6283.534180
	Iteration 32Q: 3 clusters Score -3.863306e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 316746 members 
Entering Unmasked Estep 
Score: -38633076.000000 Penalty: 6283.534180
	Iteration 33Q: 3 clusters Score -3.863308e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 316755 members 
Entering Unmasked Estep 
Score: -38633080.000000 Penalty: 6283.534180
	Iteration 34Q: 3 clusters Score -3.863308e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 316763 members 
Entering Unmasked Estep 
Score: -38633068.000000 Penalty: 6283.534180
	Iteration 35Q: 3 clusters Score -3.863307e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 316778 members 
Entering Unmasked Estep 
Score: -38633092.000000 Penalty: 6283.534180
	Iteration 36Q: 3 clusters Score -3.863309e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 316783 members 
Entering Unmasked Estep 
Score: -38633120.000000 Penalty: 6283.534180
	Iteration 37Q: 3 clusters Score -3.863312e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 316789 members 
Entering Unmasked Estep 
Score: -38633168.000000 Penalty: 6283.534180
	Iteration 38Q: 3 clusters Score -3.863317e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 316803 members 
Entering Unmasked Estep 
Score: -38633180.000000 Penalty: 6283.534180
	Iteration 39Q: 3 clusters Score -3.863318e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 316811 members 
Entering Unmasked Estep 
Score: -38633192.000000 Penalty: 6283.534180
	Iteration 40F: 3 clusters Score -3.863319e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 316815 members 
Entering Unmasked Estep 
Score: -38633228.000000 Penalty: 6283.534180
	Iteration 41Q: 3 clusters Score -3.863323e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 316816 members 
Entering Unmasked Estep 
Score: -38633224.000000 Penalty: 6283.534180
	Iteration 42Q: 3 clusters Score -3.863322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 316820 members 
Entering Unmasked Estep 
Score: -38633220.000000 Penalty: 6283.534180
	Iteration 43Q: 3 clusters Score -3.863322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 316822 members 
Entering Unmasked Estep 
Score: -38633220.000000 Penalty: 6283.534180
	Iteration 44Q: 3 clusters Score -3.863322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 316822 members 
Entering Unmasked Estep 
Score: -38633216.000000 Penalty: 6283.534180
	Iteration 45Q: 3 clusters Score -3.863322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 316821 members 
Entering Unmasked Estep 
Score: -38633208.000000 Penalty: 6283.534180
	Iteration 46Q: 3 clusters Score -3.863321e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 316821 members 
Entering Unmasked Estep 
Score: -38633208.000000 Penalty: 6283.534180
	Iteration 47F: 3 clusters Score -3.863321e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Entering Unmasked Estep 
Score: -1478700.500000 Penalty: 2349.916504
	Iteration 0F: 2 clusters Score -1478700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1469153.000000 Penalty: 4699.833008
	Iteration 0F: 3 clusters Score -1469153 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1472410.000000 Penalty: 4699.833008
	Iteration 1F: 3 clusters Score -1472410 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1473218.125000 Penalty: 4699.833008
	Iteration 2F: 3 clusters Score -1473218 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1474096.750000 Penalty: 4699.833008
	Iteration 3F: 3 clusters Score -1474097 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1474954.750000 Penalty: 4699.833008
	Iteration 4F: 3 clusters Score -1474955 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1475689.500000 Penalty: 4699.833008
	Iteration 5F: 3 clusters Score -1475690 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1476203.250000 Penalty: 4699.833008
	Iteration 6F: 3 clusters Score -1476203 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1476583.875000 Penalty: 4699.833008
	Iteration 7Q: 3 clusters Score -1476584 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1476881.625000 Penalty: 4699.833008
	Iteration 8Q: 3 clusters Score -1476882 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1477166.375000 Penalty: 4699.833008
	Iteration 9Q: 3 clusters Score -1477166 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1477431.750000 Penalty: 4699.833008
	Iteration 10Q: 3 clusters Score -1477432 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1477752.625000 Penalty: 4699.833008
	Iteration 11Q: 3 clusters Score -1477753 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1478143.750000 Penalty: 4699.833008
	Iteration 12Q: 3 clusters Score -1478144 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1478558.750000 Penalty: 4699.833008
	Iteration 13Q: 3 clusters Score -1478559 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1478838.750000 Penalty: 4699.833008
	Iteration 14Q: 3 clusters Score -1478839 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1479039.250000 Penalty: 4699.833008
	Iteration 15Q: 3 clusters Score -1479039 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1479192.500000 Penalty: 4699.833008
	Iteration 16Q: 3 clusters Score -1479192 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1479345.750000 Penalty: 4699.833008
	Iteration 17Q: 3 clusters Score -1479346 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1479522.625000 Penalty: 4699.833008
	Iteration 18Q: 3 clusters Score -1479523 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1479662.250000 Penalty: 4699.833008
	Iteration 19Q: 3 clusters Score -1479662 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1479751.875000 Penalty: 4699.833008
	Iteration 20F: 3 clusters Score -1479752 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1479799.125000 Penalty: 4699.833008
	Iteration 21Q: 3 clusters Score -1479799 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1479835.250000 Penalty: 4699.833008
	Iteration 22Q: 3 clusters Score -1479835 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1479856.375000 Penalty: 4699.833008
	Iteration 23Q: 3 clusters Score -1479856 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1479878.500000 Penalty: 4699.833008
	Iteration 24Q: 3 clusters Score -1479878 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1479906.125000 Penalty: 4699.833008
	Iteration 25Q: 3 clusters Score -1479906 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1479936.375000 Penalty: 4699.833008
	Iteration 26Q: 3 clusters Score -1479936 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1479994.625000 Penalty: 4699.833008
	Iteration 27Q: 3 clusters Score -1479995 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1480079.625000 Penalty: 4699.833008
	Iteration 28Q: 3 clusters Score -1480080 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1480191.250000 Penalty: 4699.833008
	Iteration 29Q: 3 clusters Score -1480191 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1480347.125000 Penalty: 4699.833008
	Iteration 30Q: 3 clusters Score -1480347 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1480526.000000 Penalty: 4699.833008
	Iteration 31Q: 3 clusters Score -1480526 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1480831.500000 Penalty: 4699.833008
	Iteration 32Q: 3 clusters Score -1480832 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1481265.875000 Penalty: 4699.833008
	Iteration 33Q: 3 clusters Score -1481266 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1481508.000000 Penalty: 4699.833008
	Iteration 34Q: 3 clusters Score -1481508 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1481584.125000 Penalty: 4699.833008
	Iteration 35Q: 3 clusters Score -1481584 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1481623.375000 Penalty: 4699.833008
	Iteration 36Q: 3 clusters Score -1481623 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1481628.500000 Penalty: 4699.833008
	Iteration 37Q: 3 clusters Score -1481628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1481631.000000 Penalty: 4699.833008
	Iteration 38Q: 3 clusters Score -1481631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1481636.000000 Penalty: 4699.833008
	Iteration 39Q: 3 clusters Score -1481636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1481640.750000 Penalty: 4699.833008
	Iteration 40F: 3 clusters Score -1481641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1481638.875000 Penalty: 4699.833008
	Iteration 41Q: 3 clusters Score -1481639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1481640.375000 Penalty: 4699.833008
	Iteration 42Q: 3 clusters Score -1481640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1481642.000000 Penalty: 4699.833008
	Iteration 43Q: 3 clusters Score -1481642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1481642.250000 Penalty: 4699.833008
	Iteration 44Q: 3 clusters Score -1481642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1481643.375000 Penalty: 4699.833008
	Iteration 45Q: 3 clusters Score -1481643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1481643.375000 Penalty: 4699.833008
	Iteration 46F: 3 clusters Score -1481643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 125123 members 
Mstep: Class 2 contains 732 members 
Mstep: Class 3 contains 329467 members 
Mstep: Class 4 contains 29903 members 
Mstep: Class 5 contains 92330 members 
Mstep: Class 6 contains 34301 members 
Mstep: Class 7 contains 4671 members 
Mstep: Class 8 contains 4937 members 
Mstep: Class 9 contains 58420 members 
Mstep: Class 10 contains 25920 members 
Mstep: Class 11 contains 9775 members 
Mstep: Class 12 contains 13433 members 
Mstep: Class 13 contains 210301 members 
Mstep: Class 14 contains 3914 members 
Mstep: Class 15 contains 207937 members 
Mstep: Class 16 contains 9135 members 
Mstep: Class 17 contains 10416 members 
Mstep: Class 18 contains 4101 members 
Mstep: Class 19 contains 9100 members 
Mstep: Class 20 contains 12729 members 
Mstep: Class 21 contains 4739 members 
Mstep: Class 22 contains 317558 members 
Mstep: Class 23 contains 4241 members 
Mstep: Class 24 contains 2030 members 
Mstep: Class 25 contains 89632 members 
Mstep: Class 26 contains 8856 members 
Mstep: Class 27 contains 42646 members 
Mstep: Class 28 contains 81649 members 
Mstep: Class 29 contains 217740 members 
Mstep: Class 30 contains 11078 members 
Mstep: Class 31 contains 4471 members 
Mstep: Class 32 contains 8795 members 
Entering Unmasked Estep 
Score: -235289952.000000 Penalty: 115101.585938
Splitting cluster 23 changes total score from -235222512.000000 to -235289952.000000
So it's getting split into cluster 32.
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 125123 members 
Mstep: Class 2 contains 732 members 
Mstep: Class 3 contains 329467 members 
Mstep: Class 4 contains 29903 members 
Mstep: Class 5 contains 92330 members 
Mstep: Class 6 contains 34301 members 
Mstep: Class 7 contains 4671 members 
Mstep: Class 8 contains 4937 members 
Mstep: Class 9 contains 58420 members 
Mstep: Class 10 contains 25920 members 
Mstep: Class 11 contains 9775 members 
Mstep: Class 12 contains 13433 members 
Mstep: Class 13 contains 210301 members 
Mstep: Class 14 contains 3914 members 
Mstep: Class 15 contains 207937 members 
Mstep: Class 17 contains 10416 members 
Mstep: Class 18 contains 4101 members 
Mstep: Class 19 contains 9100 members 
Mstep: Class 20 contains 12729 members 
Mstep: Class 21 contains 4739 members 
Mstep: Class 22 contains 317558 members 
Mstep: Class 23 contains 4241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235311120.000000 Penalty: 115101.585938
Iteration 39Q: 33 clusters Score -2.353111e+08 nChanged 44654
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 130040 members 
Mstep: Class 2 contains 736 members 
Mstep: Class 3 contains 325132 members 
Mstep: Class 4 contains 30110 members 
Mstep: Class 5 contains 91138 members 
Mstep: Class 6 contains 34221 members 
Mstep: Class 7 contains 4757 members 
Mstep: Class 8 contains 5483 members 
Mstep: Class 9 contains 58333 members 
Mstep: Class 10 contains 26223 members 
Mstep: Class 11 contains 10062 members 
Mstep: Class 12 contains 13968 members 
Mstep: Class 13 contains 213661 members 
Mstep: Class 14 contains 5379 members 
Mstep: Class 15 contains 207143 members 
Mstep: Class 16 contains 9168 members 
Mstep: Class 17 contains 10538 members 
Mstep: Class 18 contains 4726 members 
Mstep: Class 19 contains 9166 members 
Mstep: Class 20 contains 13681 members 
Mstep: Class 21 contains 4944 members 
Mstep: Class 22 contains 319281 members 
Mstep: Class 23 contains 4619 members 
Mstep: Class 24 contains 2025 members 
Mstep: Class 25 contains 87855 members 
Mstep: Class 26 contains 8294 members 
Mstep: Class 27 contains 42633 members 
Mstep: Class 28 contains 78847 members 
Mstep: Class 29 contains 214206 members 
Mstep: Class 30 contains 10777 members 
Mstep: Class 31 contains 4252 members 
Mstep: Class 32 contains 8684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235332576.000000 Penalty: 115101.585938
Iteration 40F: 33 clusters Score -2.353326e+08 nChanged 38175
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 132988 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 316386 members 
Mstep: Class 4 contains 29760 members 
Mstep: Class 5 contains 88868 members 
Mstep: Class 6 contains 33866 members 
Mstep: Class 7 contains 4726 members 
Mstep: Class 8 contains 5673 members 
Mstep: Class 9 contains 58094 members 
Mstep: Class 10 contains 26356 members 
Mstep: Class 11 contains 10372 members 
Mstep: Class 12 contains 14053 members 
Mstep: Class 13 contains 217277 members 
Mstep: Class 14 contains 6458 members 
Mstep: Class 15 contains 205669 members 
Mstep: Class 16 contains 9225 members 
Mstep: Class 17 contains 10454 members 
Mstep: Class 18 contains 4955 members 
Mstep: Class 19 contains 9164 members 
Mstep: Class 20 contains 14240 members 
Mstep: Class 21 contains 4962 members 
Mstep: Class 22 contains 319156 members 
Mstep: Class 23 contains 4725 members 
Mstep: Class 24 contains 2027 members 
Mstep: Class 25 contains 87757 members 
Mstep: Class 26 contains 8240 members 
Mstep: Class 27 contains 45124 members 
Mstep: Class 28 contains 78935 members 
Mstep: Class 29 contains 215063 members 
Mstep: Class 30 contains 10689 members 
Mstep: Class 31 contains 4655 members 
Mstep: Class 32 contains 9432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235342272.000000 Penalty: 115101.585938
Iteration 41Q: 33 clusters Score -2.353423e+08 nChanged 29100
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 135751 members 
Mstep: Class 2 contains 740 members 
Mstep: Class 3 contains 307345 members 
Mstep: Class 4 contains 29562 members 
Mstep: Class 5 contains 87372 members 
Mstep: Class 6 contains 33583 members 
Mstep: Class 7 contains 4724 members 
Mstep: Class 8 contains 5809 members 
Mstep: Class 9 contains 57883 members 
Mstep: Class 10 contains 26483 members 
Mstep: Class 11 contains 10718 members 
Mstep: Class 12 contains 14165 members 
Mstep: Class 13 contains 221663 members 
Mstep: Class 14 contains 7316 members 
Mstep: Class 15 contains 204368 members 
Mstep: Class 16 contains 9360 members 
Mstep: Class 17 contains 10447 members 
Mstep: Class 18 contains 5163 members 
Mstep: Class 19 contains 9147 members 
Mstep: Class 20 contains 14804 members 
Mstep: Class 21 contains 5067 members 
Mstep: Class 22 contains 319288 members 
Mstep: Class 23 contains 4829 members 
Mstep: Class 24 contains 2031 members 
Mstep: Class 25 contains 87503 members 
Mstep: Class 26 contains 8199 members 
Mstep: Class 27 contains 46964 members 
Mstep: Class 28 contains 78798 members 
Mstep: Class 29 contains 215801 members 
Mstep: Class 30 contains 10569 members 
Mstep: Class 31 contains 4813 members 
Mstep: Class 32 contains 9823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235348720.000000 Penalty: 115101.585938
Iteration 42Q: 33 clusters Score -2.353487e+08 nChanged 25558
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 138382 members 
Mstep: Class 2 contains 740 members 
Mstep: Class 3 contains 298133 members 
Mstep: Class 4 contains 29436 members 
Mstep: Class 5 contains 86381 members 
Mstep: Class 6 contains 33354 members 
Mstep: Class 7 contains 4735 members 
Mstep: Class 8 contains 5901 members 
Mstep: Class 9 contains 57673 members 
Mstep: Class 10 contains 26601 members 
Mstep: Class 11 contains 11039 members 
Mstep: Class 12 contains 14256 members 
Mstep: Class 13 contains 226551 members 
Mstep: Class 14 contains 8021 members 
Mstep: Class 15 contains 203309 members 
Mstep: Class 16 contains 9507 members 
Mstep: Class 17 contains 10445 members 
Mstep: Class 18 contains 5412 members 
Mstep: Class 19 contains 9149 members 
Mstep: Class 20 contains 15247 members 
Mstep: Class 21 contains 5189 members 
Mstep: Class 22 contains 319417 members 
Mstep: Class 23 contains 4916 members 
Mstep: Class 24 contains 2033 members 
Mstep: Class 25 contains 87232 members 
Mstep: Class 26 contains 8164 members 
Mstep: Class 27 contains 48457 members 
Mstep: Class 28 contains 78533 members 
Mstep: Class 29 contains 216463 members 
Mstep: Class 30 contains 10449 members 
Mstep: Class 31 contains 4924 members 
Mstep: Class 32 contains 10039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235354448.000000 Penalty: 115101.585938
Iteration 43Q: 33 clusters Score -2.353544e+08 nChanged 23508
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 141006 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 288974 members 
Mstep: Class 4 contains 29332 members 
Mstep: Class 5 contains 85630 members 
Mstep: Class 6 contains 33207 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 5985 members 
Mstep: Class 9 contains 57477 members 
Mstep: Class 10 contains 26648 members 
Mstep: Class 11 contains 11307 members 
Mstep: Class 12 contains 14367 members 
Mstep: Class 13 contains 231748 members 
Mstep: Class 14 contains 8633 members 
Mstep: Class 15 contains 202389 members 
Mstep: Class 16 contains 9689 members 
Mstep: Class 17 contains 10452 members 
Mstep: Class 18 contains 5606 members 
Mstep: Class 19 contains 9144 members 
Mstep: Class 20 contains 15649 members 
Mstep: Class 21 contains 5289 members 
Mstep: Class 22 contains 319593 members 
Mstep: Class 23 contains 4970 members 
Mstep: Class 24 contains 2034 members 
Mstep: Class 25 contains 86982 members 
Mstep: Class 26 contains 8131 members 
Mstep: Class 27 contains 49776 members 
Mstep: Class 28 contains 78196 members 
Mstep: Class 29 contains 216906 members 
Mstep: Class 30 contains 10293 members 
Mstep: Class 31 contains 5032 members 
Mstep: Class 32 contains 10169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235359088.000000 Penalty: 115101.585938
Iteration 44Q: 33 clusters Score -2.353591e+08 nChanged 21733
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 143550 members 
Mstep: Class 2 contains 736 members 
Mstep: Class 3 contains 280134 members 
Mstep: Class 4 contains 29281 members 
Mstep: Class 5 contains 85120 members 
Mstep: Class 6 contains 33067 members 
Mstep: Class 7 contains 4753 members 
Mstep: Class 8 contains 6040 members 
Mstep: Class 9 contains 57291 members 
Mstep: Class 10 contains 26674 members 
Mstep: Class 11 contains 11581 members 
Mstep: Class 12 contains 14476 members 
Mstep: Class 13 contains 236774 members 
Mstep: Class 14 contains 9127 members 
Mstep: Class 15 contains 201564 members 
Mstep: Class 16 contains 9886 members 
Mstep: Class 17 contains 10452 members 
Mstep: Class 18 contains 5826 members 
Mstep: Class 19 contains 9154 members 
Mstep: Class 20 contains 16031 members 
Mstep: Class 21 contains 5402 members 
Mstep: Class 22 contains 319730 members 
Mstep: Class 23 contains 5023 members 
Mstep: Class 24 contains 2035 members 
Mstep: Class 25 contains 86692 members 
Mstep: Class 26 contains 8119 members 
Mstep: Class 27 contains 50970 members 
Mstep: Class 28 contains 77776 members 
Mstep: Class 29 contains 217335 members 
Mstep: Class 30 contains 10145 members 
Mstep: Class 31 contains 5074 members 
Mstep: Class 32 contains 10270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235363808.000000 Penalty: 115101.585938
Iteration 45Q: 33 clusters Score -2.353638e+08 nChanged 20289
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 146080 members 
Mstep: Class 2 contains 735 members 
Mstep: Class 3 contains 271551 members 
Mstep: Class 4 contains 29294 members 
Mstep: Class 5 contains 84751 members 
Mstep: Class 6 contains 33008 members 
Mstep: Class 7 contains 4768 members 
Mstep: Class 8 contains 6083 members 
Mstep: Class 9 contains 57112 members 
Mstep: Class 10 contains 26708 members 
Mstep: Class 11 contains 11840 members 
Mstep: Class 12 contains 14583 members 
Mstep: Class 13 contains 241754 members 
Mstep: Class 14 contains 9541 members 
Mstep: Class 15 contains 200868 members 
Mstep: Class 16 contains 10084 members 
Mstep: Class 17 contains 10441 members 
Mstep: Class 18 contains 6030 members 
Mstep: Class 19 contains 9158 members 
Mstep: Class 20 contains 16318 members 
Mstep: Class 21 contains 5467 members 
Mstep: Class 22 contains 319809 members 
Mstep: Class 23 contains 5055 members 
Mstep: Class 24 contains 2036 members 
Mstep: Class 25 contains 86427 members 
Mstep: Class 26 contains 8112 members 
Mstep: Class 27 contains 52058 members 
Mstep: Class 28 contains 77360 members 
Mstep: Class 29 contains 217598 members 
Mstep: Class 30 contains 10022 members 
Mstep: Class 31 contains 5105 members 
Mstep: Class 32 contains 10332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235365872.000000 Penalty: 115101.585938
Iteration 46Q: 33 clusters Score -2.353659e+08 nChanged 18605
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 148383 members 
Mstep: Class 2 contains 735 members 
Mstep: Class 3 contains 263510 members 
Mstep: Class 4 contains 29333 members 
Mstep: Class 5 contains 84475 members 
Mstep: Class 6 contains 32906 members 
Mstep: Class 7 contains 4777 members 
Mstep: Class 8 contains 6112 members 
Mstep: Class 9 contains 56930 members 
Mstep: Class 10 contains 26696 members 
Mstep: Class 11 contains 12065 members 
Mstep: Class 12 contains 14691 members 
Mstep: Class 13 contains 246595 members 
Mstep: Class 14 contains 9895 members 
Mstep: Class 15 contains 200250 members 
Mstep: Class 16 contains 10309 members 
Mstep: Class 17 contains 10467 members 
Mstep: Class 18 contains 6242 members 
Mstep: Class 19 contains 9152 members 
Mstep: Class 20 contains 16573 members 
Mstep: Class 21 contains 5490 members 
Mstep: Class 22 contains 319855 members 
Mstep: Class 23 contains 5083 members 
Mstep: Class 24 contains 2035 members 
Mstep: Class 25 contains 86200 members 
Mstep: Class 26 contains 8102 members 
Mstep: Class 27 contains 53038 members 
Mstep: Class 28 contains 77011 members 
Mstep: Class 29 contains 217807 members 
Mstep: Class 30 contains 9875 members 
Mstep: Class 31 contains 5134 members 
Mstep: Class 32 contains 10362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235368528.000000 Penalty: 115101.585938
Iteration 47Q: 33 clusters Score -2.353685e+08 nChanged 17264
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 150527 members 
Mstep: Class 2 contains 735 members 
Mstep: Class 3 contains 255967 members 
Mstep: Class 4 contains 29386 members 
Mstep: Class 5 contains 84263 members 
Mstep: Class 6 contains 32818 members 
Mstep: Class 7 contains 4794 members 
Mstep: Class 8 contains 6129 members 
Mstep: Class 9 contains 56756 members 
Mstep: Class 10 contains 26660 members 
Mstep: Class 11 contains 12266 members 
Mstep: Class 12 contains 14796 members 
Mstep: Class 13 contains 251234 members 
Mstep: Class 14 contains 10187 members 
Mstep: Class 15 contains 199701 members 
Mstep: Class 16 contains 10532 members 
Mstep: Class 17 contains 10462 members 
Mstep: Class 18 contains 6439 members 
Mstep: Class 19 contains 9143 members 
Mstep: Class 20 contains 16770 members 
Mstep: Class 21 contains 5546 members 
Mstep: Class 22 contains 319927 members 
Mstep: Class 23 contains 5108 members 
Mstep: Class 24 contains 2035 members 
Mstep: Class 25 contains 85976 members 
Mstep: Class 26 contains 8108 members 
Mstep: Class 27 contains 53882 members 
Mstep: Class 28 contains 76671 members 
Mstep: Class 29 contains 217960 members 
Mstep: Class 30 contains 9771 members 
Mstep: Class 31 contains 5140 members 
Mstep: Class 32 contains 10399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235371424.000000 Penalty: 115101.585938
Iteration 48Q: 33 clusters Score -2.353714e+08 nChanged 16025
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 152556 members 
Mstep: Class 2 contains 735 members 
Mstep: Class 3 contains 248873 members 
Mstep: Class 4 contains 29474 members 
Mstep: Class 5 contains 84171 members 
Mstep: Class 6 contains 32834 members 
Mstep: Class 7 contains 4803 members 
Mstep: Class 8 contains 6151 members 
Mstep: Class 9 contains 56600 members 
Mstep: Class 10 contains 26638 members 
Mstep: Class 11 contains 12471 members 
Mstep: Class 12 contains 14885 members 
Mstep: Class 13 contains 255769 members 
Mstep: Class 14 contains 10405 members 
Mstep: Class 15 contains 199226 members 
Mstep: Class 16 contains 10767 members 
Mstep: Class 17 contains 10451 members 
Mstep: Class 18 contains 6607 members 
Mstep: Class 19 contains 9136 members 
Mstep: Class 20 contains 16902 members 
Mstep: Class 21 contains 5556 members 
Mstep: Class 22 contains 319919 members 
Mstep: Class 23 contains 5118 members 
Mstep: Class 24 contains 2035 members 
Mstep: Class 25 contains 85774 members 
Mstep: Class 26 contains 8108 members 
Mstep: Class 27 contains 54630 members 
Mstep: Class 28 contains 76279 members 
Mstep: Class 29 contains 217934 members 
Mstep: Class 30 contains 9689 members 
Mstep: Class 31 contains 5151 members 
Mstep: Class 32 contains 10441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235373664.000000 Penalty: 115101.585938
Iteration 49Q: 33 clusters Score -2.353737e+08 nChanged 14757
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 154402 members 
Mstep: Class 2 contains 735 members 
Mstep: Class 3 contains 242335 members 
Mstep: Class 4 contains 29563 members 
Mstep: Class 5 contains 84114 members 
Mstep: Class 6 contains 32891 members 
Mstep: Class 7 contains 4821 members 
Mstep: Class 8 contains 6169 members 
Mstep: Class 9 contains 56451 members 
Mstep: Class 10 contains 26615 members 
Mstep: Class 11 contains 12620 members 
Mstep: Class 12 contains 14969 members 
Mstep: Class 13 contains 259984 members 
Mstep: Class 14 contains 10578 members 
Mstep: Class 15 contains 198873 members 
Mstep: Class 16 contains 10973 members 
Mstep: Class 17 contains 10449 members 
Mstep: Class 18 contains 6736 members 
Mstep: Class 19 contains 9136 members 
Mstep: Class 20 contains 17000 members 
Mstep: Class 21 contains 5556 members 
Mstep: Class 22 contains 319910 members 
Mstep: Class 23 contains 5134 members 
Mstep: Class 24 contains 2035 members 
Mstep: Class 25 contains 85587 members 
Mstep: Class 26 contains 8110 members 
Mstep: Class 27 contains 55321 members 
Mstep: Class 28 contains 75882 members 
Mstep: Class 29 contains 217891 members 
Mstep: Class 30 contains 9632 members 
Mstep: Class 31 contains 5150 members 
Mstep: Class 32 contains 10466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235373824.000000 Penalty: 115101.585938
Iteration 50Q: 33 clusters Score -2.353738e+08 nChanged 13803
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 156141 members 
Mstep: Class 2 contains 735 members 
Mstep: Class 3 contains 236351 members 
Mstep: Class 4 contains 29670 members 
Mstep: Class 5 contains 84078 members 
Mstep: Class 6 contains 32934 members 
Mstep: Class 7 contains 4854 members 
Mstep: Class 8 contains 6189 members 
Mstep: Class 9 contains 56300 members 
Mstep: Class 10 contains 26619 members 
Mstep: Class 11 contains 12769 members 
Mstep: Class 12 contains 15059 members 
Mstep: Class 13 contains 263937 members 
Mstep: Class 14 contains 10727 members 
Mstep: Class 15 contains 198567 members 
Mstep: Class 16 contains 11175 members 
Mstep: Class 17 contains 10444 members 
Mstep: Class 18 contains 6825 members 
Mstep: Class 19 contains 9135 members 
Mstep: Class 20 contains 17105 members 
Mstep: Class 21 contains 5546 members 
Mstep: Class 22 contains 319910 members 
Mstep: Class 23 contains 5149 members 
Mstep: Class 24 contains 2036 members 
Mstep: Class 25 contains 85356 members 
Mstep: Class 26 contains 8112 members 
Mstep: Class 27 contains 55981 members 
Mstep: Class 28 contains 75395 members 
Mstep: Class 29 contains 217801 members 
Mstep: Class 30 contains 9586 members 
Mstep: Class 31 contains 5122 members 
Mstep: Class 32 contains 10480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235375392.000000 Penalty: 115101.585938
Iteration 51Q: 33 clusters Score -2.353754e+08 nChanged 12709
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 157699 members 
Mstep: Class 2 contains 735 members 
Mstep: Class 3 contains 231041 members 
Mstep: Class 4 contains 29789 members 
Mstep: Class 5 contains 84053 members 
Mstep: Class 6 contains 32965 members 
Mstep: Class 7 contains 4880 members 
Mstep: Class 8 contains 6206 members 
Mstep: Class 9 contains 56181 members 
Mstep: Class 10 contains 26600 members 
Mstep: Class 11 contains 12911 members 
Mstep: Class 12 contains 15138 members 
Mstep: Class 13 contains 267477 members 
Mstep: Class 14 contains 10869 members 
Mstep: Class 15 contains 198283 members 
Mstep: Class 16 contains 11349 members 
Mstep: Class 17 contains 10436 members 
Mstep: Class 18 contains 6897 members 
Mstep: Class 19 contains 9122 members 
Mstep: Class 20 contains 17209 members 
Mstep: Class 21 contains 5525 members 
Mstep: Class 22 contains 319925 members 
Mstep: Class 23 contains 5164 members 
Mstep: Class 24 contains 2036 members 
Mstep: Class 25 contains 85166 members 
Mstep: Class 26 contains 8108 members 
Mstep: Class 27 contains 56624 members 
Mstep: Class 28 contains 74901 members 
Mstep: Class 29 contains 217666 members 
Mstep: Class 30 contains 9553 members 
Mstep: Class 31 contains 5100 members 
Mstep: Class 32 contains 10480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235375696.000000 Penalty: 115101.585938
Iteration 52Q: 33 clusters Score -2.353757e+08 nChanged 11609
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 159047 members 
Mstep: Class 2 contains 735 members 
Mstep: Class 3 contains 226284 members 
Mstep: Class 4 contains 29930 members 
Mstep: Class 5 contains 84025 members 
Mstep: Class 6 contains 33024 members 
Mstep: Class 7 contains 4894 members 
Mstep: Class 8 contains 6213 members 
Mstep: Class 9 contains 56091 members 
Mstep: Class 10 contains 26582 members 
Mstep: Class 11 contains 13038 members 
Mstep: Class 12 contains 15189 members 
Mstep: Class 13 contains 270748 members 
Mstep: Class 14 contains 11003 members 
Mstep: Class 15 contains 198108 members 
Mstep: Class 16 contains 11540 members 
Mstep: Class 17 contains 10432 members 
Mstep: Class 18 contains 6958 members 
Mstep: Class 19 contains 9117 members 
Mstep: Class 20 contains 17274 members 
Mstep: Class 21 contains 5508 members 
Mstep: Class 22 contains 319834 members 
Mstep: Class 23 contains 5186 members 
Mstep: Class 24 contains 2036 members 
Mstep: Class 25 contains 85027 members 
Mstep: Class 26 contains 8105 members 
Mstep: Class 27 contains 57218 members 
Mstep: Class 28 contains 74452 members 
Mstep: Class 29 contains 217422 members 
Mstep: Class 30 contains 9508 members 
Mstep: Class 31 contains 5089 members 
Mstep: Class 32 contains 10471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235375872.000000 Penalty: 115101.585938
Iteration 53Q: 33 clusters Score -2.353759e+08 nChanged 10914
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 160224 members 
Mstep: Class 2 contains 735 members 
Mstep: Class 3 contains 222115 members 
Mstep: Class 4 contains 30098 members 
Mstep: Class 5 contains 84021 members 
Mstep: Class 6 contains 33091 members 
Mstep: Class 7 contains 4904 members 
Mstep: Class 8 contains 6224 members 
Mstep: Class 9 contains 56007 members 
Mstep: Class 10 contains 26561 members 
Mstep: Class 11 contains 13150 members 
Mstep: Class 12 contains 15227 members 
Mstep: Class 13 contains 273632 members 
Mstep: Class 14 contains 11140 members 
Mstep: Class 15 contains 197953 members 
Mstep: Class 16 contains 11760 members 
Mstep: Class 17 contains 10425 members 
Mstep: Class 18 contains 7017 members 
Mstep: Class 19 contains 9119 members 
Mstep: Class 20 contains 17318 members 
Mstep: Class 21 contains 5502 members 
Mstep: Class 22 contains 319711 members 
Mstep: Class 23 contains 5208 members 
Mstep: Class 24 contains 2036 members 
Mstep: Class 25 contains 84900 members 
Mstep: Class 26 contains 8104 members 
Mstep: Class 27 contains 57784 members 
Mstep: Class 28 contains 73935 members 
Mstep: Class 29 contains 217190 members 
Mstep: Class 30 contains 9460 members 
Mstep: Class 31 contains 5066 members 
Mstep: Class 32 contains 10471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235376128.000000 Penalty: 115101.585938
Iteration 54Q: 33 clusters Score -2.353761e+08 nChanged 10145
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 161327 members 
Mstep: Class 2 contains 735 members 
Mstep: Class 3 contains 218598 members 
Mstep: Class 4 contains 30289 members 
Mstep: Class 5 contains 84009 members 
Mstep: Class 6 contains 33099 members 
Mstep: Class 7 contains 4915 members 
Mstep: Class 8 contains 6241 members 
Mstep: Class 9 contains 55953 members 
Mstep: Class 10 contains 26553 members 
Mstep: Class 11 contains 13268 members 
Mstep: Class 12 contains 15261 members 
Mstep: Class 13 contains 275989 members 
Mstep: Class 14 contains 11261 members 
Mstep: Class 15 contains 197878 members 
Mstep: Class 16 contains 11981 members 
Mstep: Class 17 contains 10415 members 
Mstep: Class 18 contains 7073 members 
Mstep: Class 19 contains 9120 members 
Mstep: Class 20 contains 17348 members 
Mstep: Class 21 contains 5478 members 
Mstep: Class 22 contains 319549 members 
Mstep: Class 23 contains 5222 members 
Mstep: Class 24 contains 2036 members 
Mstep: Class 25 contains 84794 members 
Mstep: Class 26 contains 8092 members 
Mstep: Class 27 contains 58294 members 
Mstep: Class 28 contains 73450 members 
Mstep: Class 29 contains 216913 members 
Mstep: Class 30 contains 9433 members 
Mstep: Class 31 contains 5048 members 
Mstep: Class 32 contains 10466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235377456.000000 Penalty: 115101.585938
Iteration 55Q: 33 clusters Score -2.353775e+08 nChanged 9510
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 162287 members 
Mstep: Class 2 contains 735 members 
Mstep: Class 3 contains 215761 members 
Mstep: Class 4 contains 30485 members 
Mstep: Class 5 contains 83989 members 
Mstep: Class 6 contains 33103 members 
Mstep: Class 7 contains 4945 members 
Mstep: Class 8 contains 6256 members 
Mstep: Class 9 contains 55883 members 
Mstep: Class 10 contains 26546 members 
Mstep: Class 11 contains 13357 members 
Mstep: Class 12 contains 15269 members 
Mstep: Class 13 contains 277937 members 
Mstep: Class 14 contains 11375 members 
Mstep: Class 15 contains 197793 members 
Mstep: Class 16 contains 12213 members 
Mstep: Class 17 contains 10414 members 
Mstep: Class 18 contains 7112 members 
Mstep: Class 19 contains 9119 members 
Mstep: Class 20 contains 17381 members 
Mstep: Class 21 contains 5459 members 
Mstep: Class 22 contains 319471 members 
Mstep: Class 23 contains 5235 members 
Mstep: Class 24 contains 2036 members 
Mstep: Class 25 contains 84697 members 
Mstep: Class 26 contains 8090 members 
Mstep: Class 27 contains 58714 members 
Mstep: Class 28 contains 72901 members 
Mstep: Class 29 contains 216613 members 
Mstep: Class 30 contains 9408 members 
Mstep: Class 31 contains 5034 members 
Mstep: Class 32 contains 10470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235378752.000000 Penalty: 115101.585938
Iteration 56Q: 33 clusters Score -2.353788e+08 nChanged 8855
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 163143 members 
Mstep: Class 2 contains 735 members 
Mstep: Class 3 contains 213474 members 
Mstep: Class 4 contains 30743 members 
Mstep: Class 5 contains 83964 members 
Mstep: Class 6 contains 33077 members 
Mstep: Class 7 contains 4965 members 
Mstep: Class 8 contains 6269 members 
Mstep: Class 9 contains 55817 members 
Mstep: Class 10 contains 26561 members 
Mstep: Class 11 contains 13453 members 
Mstep: Class 12 contains 15282 members 
Mstep: Class 13 contains 279577 members 
Mstep: Class 14 contains 11458 members 
Mstep: Class 15 contains 197713 members 
Mstep: Class 16 contains 12392 members 
Mstep: Class 17 contains 10421 members 
Mstep: Class 18 contains 7148 members 
Mstep: Class 19 contains 9118 members 
Mstep: Class 20 contains 17405 members 
Mstep: Class 21 contains 5437 members 
Mstep: Class 22 contains 319406 members 
Mstep: Class 23 contains 5246 members 
Mstep: Class 24 contains 2036 members 
Mstep: Class 25 contains 84616 members 
Mstep: Class 26 contains 8101 members 
Mstep: Class 27 contains 59090 members 
Mstep: Class 28 contains 72302 members 
Mstep: Class 29 contains 216228 members 
Mstep: Class 30 contains 9399 members 
Mstep: Class 31 contains 5033 members 
Mstep: Class 32 contains 10479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235379104.000000 Penalty: 115101.585938
Iteration 57Q: 33 clusters Score -2.353791e+08 nChanged 8395
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 163953 members 
Mstep: Class 2 contains 734 members 
Mstep: Class 3 contains 211653 members 
Mstep: Class 4 contains 30991 members 
Mstep: Class 5 contains 83938 members 
Mstep: Class 6 contains 33035 members 
Mstep: Class 7 contains 4980 members 
Mstep: Class 8 contains 6277 members 
Mstep: Class 9 contains 55761 members 
Mstep: Class 10 contains 26562 members 
Mstep: Class 11 contains 13554 members 
Mstep: Class 12 contains 15293 members 
Mstep: Class 13 contains 280846 members 
Mstep: Class 14 contains 11537 members 
Mstep: Class 15 contains 197674 members 
Mstep: Class 16 contains 12543 members 
Mstep: Class 17 contains 10429 members 
Mstep: Class 18 contains 7190 members 
Mstep: Class 19 contains 9121 members 
Mstep: Class 20 contains 17414 members 
Mstep: Class 21 contains 5420 members 
Mstep: Class 22 contains 319369 members 
Mstep: Class 23 contains 5249 members 
Mstep: Class 24 contains 2036 members 
Mstep: Class 25 contains 84527 members 
Mstep: Class 26 contains 8106 members 
Mstep: Class 27 contains 59437 members 
Mstep: Class 28 contains 71739 members 
Mstep: Class 29 contains 215782 members 
Mstep: Class 30 contains 9389 members 
Mstep: Class 31 contains 5050 members 
Mstep: Class 32 contains 10499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235379664.000000 Penalty: 115101.585938
Iteration 58Q: 33 clusters Score -2.353797e+08 nChanged 7959
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 164659 members 
Mstep: Class 2 contains 733 members 
Mstep: Class 3 contains 210318 members 
Mstep: Class 4 contains 31216 members 
Mstep: Class 5 contains 83901 members 
Mstep: Class 6 contains 32974 members 
Mstep: Class 7 contains 4993 members 
Mstep: Class 8 contains 6279 members 
Mstep: Class 9 contains 55705 members 
Mstep: Class 10 contains 26560 members 
Mstep: Class 11 contains 13653 members 
Mstep: Class 12 contains 15312 members 
Mstep: Class 13 contains 281764 members 
Mstep: Class 14 contains 11609 members 
Mstep: Class 15 contains 197640 members 
Mstep: Class 16 contains 12692 members 
Mstep: Class 17 contains 10439 members 
Mstep: Class 18 contains 7229 members 
Mstep: Class 19 contains 9120 members 
Mstep: Class 20 contains 17431 members 
Mstep: Class 21 contains 5390 members 
Mstep: Class 22 contains 319268 members 
Mstep: Class 23 contains 5252 members 
Mstep: Class 24 contains 2036 members 
Mstep: Class 25 contains 84445 members 
Mstep: Class 26 contains 8102 members 
Mstep: Class 27 contains 59797 members 
Mstep: Class 28 contains 71213 members 
Mstep: Class 29 contains 215400 members 
Mstep: Class 30 contains 9376 members 
Mstep: Class 31 contains 5068 members 
Mstep: Class 32 contains 10514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235380960.000000 Penalty: 115101.585938
Iteration 59Q: 33 clusters Score -2.35381e+08 nChanged 7389
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 165308 members 
Mstep: Class 2 contains 733 members 
Mstep: Class 3 contains 209564 members 
Mstep: Class 4 contains 31432 members 
Mstep: Class 5 contains 83862 members 
Mstep: Class 6 contains 32918 members 
Mstep: Class 7 contains 5016 members 
Mstep: Class 8 contains 6284 members 
Mstep: Class 9 contains 55671 members 
Mstep: Class 10 contains 26591 members 
Mstep: Class 11 contains 13762 members 
Mstep: Class 12 contains 15324 members 
Mstep: Class 13 contains 282148 members 
Mstep: Class 14 contains 11670 members 
Mstep: Class 15 contains 197585 members 
Mstep: Class 16 contains 12816 members 
Mstep: Class 17 contains 10439 members 
Mstep: Class 18 contains 7275 members 
Mstep: Class 19 contains 9113 members 
Mstep: Class 20 contains 17439 members 
Mstep: Class 21 contains 5360 members 
Mstep: Class 22 contains 319219 members 
Mstep: Class 23 contains 5258 members 
Mstep: Class 24 contains 2036 members 
Mstep: Class 25 contains 84347 members 
Mstep: Class 26 contains 8091 members 
Mstep: Class 27 contains 60114 members 
Mstep: Class 28 contains 70766 members 
Mstep: Class 29 contains 214984 members 
Mstep: Class 30 contains 9370 members 
Mstep: Class 31 contains 5087 members 
Mstep: Class 32 contains 10506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235382048.000000 Penalty: 115101.585938
Iteration 60F: 33 clusters Score -2.35382e+08 nChanged 7038
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 165920 members 
Mstep: Class 2 contains 741 members 
Mstep: Class 3 contains 209261 members 
Mstep: Class 4 contains 31635 members 
Mstep: Class 5 contains 83839 members 
Mstep: Class 6 contains 32827 members 
Mstep: Class 7 contains 5033 members 
Mstep: Class 8 contains 6288 members 
Mstep: Class 9 contains 55639 members 
Mstep: Class 10 contains 26613 members 
Mstep: Class 11 contains 13864 members 
Mstep: Class 12 contains 15339 members 
Mstep: Class 13 contains 282174 members 
Mstep: Class 14 contains 11724 members 
Mstep: Class 15 contains 197525 members 
Mstep: Class 16 contains 12904 members 
Mstep: Class 17 contains 10448 members 
Mstep: Class 18 contains 7315 members 
Mstep: Class 19 contains 9104 members 
Mstep: Class 20 contains 17442 members 
Mstep: Class 21 contains 5344 members 
Mstep: Class 22 contains 319199 members 
Mstep: Class 23 contains 5267 members 
Mstep: Class 24 contains 2036 members 
Mstep: Class 25 contains 84221 members 
Mstep: Class 26 contains 8091 members 
Mstep: Class 27 contains 60415 members 
Mstep: Class 28 contains 70305 members 
Mstep: Class 29 contains 214610 members 
Mstep: Class 30 contains 9339 members 
Mstep: Class 31 contains 5123 members 
Mstep: Class 32 contains 10512 members 
Entering Unmasked Estep 
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Iteration 61Q: 33 clusters Score -2.353835e+08 nChanged 6733
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 166488 members 
Mstep: Class 2 contains 735 members 
Mstep: Class 3 contains 209381 members 
Mstep: Class 4 contains 31860 members 
Mstep: Class 5 contains 83798 members 
Mstep: Class 6 contains 32774 members 
Mstep: Class 7 contains 5051 members 
Mstep: Class 8 contains 6286 members 
Mstep: Class 9 contains 55590 members 
Mstep: Class 10 contains 26618 members 
Mstep: Class 11 contains 13971 members 
Mstep: Class 12 contains 15347 members 
Mstep: Class 13 contains 281773 members 
Mstep: Class 14 contains 11779 members 
Mstep: Class 15 contains 197473 members 
Mstep: Class 16 contains 13002 members 
Mstep: Class 17 contains 10450 members 
Mstep: Class 18 contains 7357 members 
Mstep: Class 19 contains 9099 members 
Mstep: Class 20 contains 17450 members 
Mstep: Class 21 contains 5319 members 
Mstep: Class 22 contains 319172 members 
Mstep: Class 23 contains 5276 members 
Mstep: Class 24 contains 2040 members 
Mstep: Class 25 contains 84098 members 
Mstep: Class 26 contains 8090 members 
Mstep: Class 27 contains 60683 members 
Mstep: Class 28 contains 69868 members 
Mstep: Class 29 contains 214283 members 
Mstep: Class 30 contains 9306 members 
Mstep: Class 31 contains 5170 members 
Mstep: Class 32 contains 10513 members 
Entering Unmasked Estep 
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Iteration 62Q: 33 clusters Score -2.353849e+08 nChanged 6390
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 166969 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 209952 members 
Mstep: Class 4 contains 32088 members 
Mstep: Class 5 contains 83753 members 
Mstep: Class 6 contains 32690 members 
Mstep: Class 7 contains 5071 members 
Mstep: Class 8 contains 6297 members 
Mstep: Class 9 contains 55554 members 
Mstep: Class 10 contains 26625 members 
Mstep: Class 11 contains 14082 members 
Mstep: Class 12 contains 15358 members 
Mstep: Class 13 contains 281017 members 
Mstep: Class 14 contains 11833 members 
Mstep: Class 15 contains 197412 members 
Mstep: Class 16 contains 13100 members 
Mstep: Class 17 contains 10458 members 
Mstep: Class 18 contains 7385 members 
Mstep: Class 19 contains 9096 members 
Mstep: Class 20 contains 17453 members 
Mstep: Class 21 contains 5285 members 
Mstep: Class 22 contains 319152 members 
Mstep: Class 23 contains 5279 members 
Mstep: Class 24 contains 2045 members 
Mstep: Class 25 contains 84007 members 
Mstep: Class 26 contains 8102 members 
Mstep: Class 27 contains 60945 members 
Mstep: Class 28 contains 69464 members 
Mstep: Class 29 contains 213910 members 
Mstep: Class 30 contains 9263 members 
Mstep: Class 31 contains 5212 members 
Mstep: Class 32 contains 10514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235385408.000000 Penalty: 115101.585938
Iteration 63Q: 33 clusters Score -2.353854e+08 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 167390 members 
Mstep: Class 2 contains 727 members 
Mstep: Class 3 contains 210888 members 
Mstep: Class 4 contains 32276 members 
Mstep: Class 5 contains 83724 members 
Mstep: Class 6 contains 32620 members 
Mstep: Class 7 contains 5090 members 
Mstep: Class 8 contains 6303 members 
Mstep: Class 9 contains 55544 members 
Mstep: Class 10 contains 26643 members 
Mstep: Class 11 contains 14192 members 
Mstep: Class 12 contains 15381 members 
Mstep: Class 13 contains 279873 members 
Mstep: Class 14 contains 11865 members 
Mstep: Class 15 contains 197354 members 
Mstep: Class 16 contains 13212 members 
Mstep: Class 17 contains 10479 members 
Mstep: Class 18 contains 7415 members 
Mstep: Class 19 contains 9093 members 
Mstep: Class 20 contains 17460 members 
Mstep: Class 21 contains 5252 members 
Mstep: Class 22 contains 319124 members 
Mstep: Class 23 contains 5288 members 
Mstep: Class 24 contains 2047 members 
Mstep: Class 25 contains 83939 members 
Mstep: Class 26 contains 8101 members 
Mstep: Class 27 contains 61193 members 
Mstep: Class 28 contains 69081 members 
Mstep: Class 29 contains 213523 members 
Mstep: Class 30 contains 9231 members 
Mstep: Class 31 contains 5279 members 
Mstep: Class 32 contains 10513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235386640.000000 Penalty: 115101.585938
Iteration 64Q: 33 clusters Score -2.353866e+08 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 167724 members 
Mstep: Class 2 contains 727 members 
Mstep: Class 3 contains 212081 members 
Mstep: Class 4 contains 32418 members 
Mstep: Class 5 contains 83696 members 
Mstep: Class 6 contains 32568 members 
Mstep: Class 7 contains 5106 members 
Mstep: Class 8 contains 6305 members 
Mstep: Class 9 contains 55523 members 
Mstep: Class 10 contains 26646 members 
Mstep: Class 11 contains 14293 members 
Mstep: Class 12 contains 15385 members 
Mstep: Class 13 contains 278549 members 
Mstep: Class 14 contains 11893 members 
Mstep: Class 15 contains 197265 members 
Mstep: Class 16 contains 13345 members 
Mstep: Class 17 contains 10485 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 9089 members 
Mstep: Class 20 contains 17469 members 
Mstep: Class 21 contains 5231 members 
Mstep: Class 22 contains 319124 members 
Mstep: Class 23 contains 5286 members 
Mstep: Class 24 contains 2047 members 
Mstep: Class 25 contains 83875 members 
Mstep: Class 26 contains 8106 members 
Mstep: Class 27 contains 61411 members 
Mstep: Class 28 contains 68738 members 
Mstep: Class 29 contains 213215 members 
Mstep: Class 30 contains 9200 members 
Mstep: Class 31 contains 5350 members 
Mstep: Class 32 contains 10511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235387408.000000 Penalty: 115101.585938
Iteration 65Q: 33 clusters Score -2.353874e+08 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 168006 members 
Mstep: Class 2 contains 727 members 
Mstep: Class 3 contains 213479 members 
Mstep: Class 4 contains 32503 members 
Mstep: Class 5 contains 83683 members 
Mstep: Class 6 contains 32494 members 
Mstep: Class 7 contains 5128 members 
Mstep: Class 8 contains 6315 members 
Mstep: Class 9 contains 55516 members 
Mstep: Class 10 contains 26665 members 
Mstep: Class 11 contains 14389 members 
Mstep: Class 12 contains 15398 members 
Mstep: Class 13 contains 276997 members 
Mstep: Class 14 contains 11926 members 
Mstep: Class 15 contains 197199 members 
Mstep: Class 16 contains 13459 members 
Mstep: Class 17 contains 10483 members 
Mstep: Class 18 contains 7462 members 
Mstep: Class 19 contains 9084 members 
Mstep: Class 20 contains 17447 members 
Mstep: Class 21 contains 5208 members 
Mstep: Class 22 contains 319125 members 
Mstep: Class 23 contains 5294 members 
Mstep: Class 24 contains 2047 members 
Mstep: Class 25 contains 83798 members 
Mstep: Class 26 contains 8110 members 
Mstep: Class 27 contains 61614 members 
Mstep: Class 28 contains 68446 members 
Mstep: Class 29 contains 212961 members 
Mstep: Class 30 contains 9183 members 
Mstep: Class 31 contains 5438 members 
Mstep: Class 32 contains 10516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235388032.000000 Penalty: 115101.585938
Iteration 66Q: 33 clusters Score -2.35388e+08 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 168258 members 
Mstep: Class 2 contains 726 members 
Mstep: Class 3 contains 215153 members 
Mstep: Class 4 contains 32588 members 
Mstep: Class 5 contains 83691 members 
Mstep: Class 6 contains 32428 members 
Mstep: Class 7 contains 5146 members 
Mstep: Class 8 contains 6326 members 
Mstep: Class 9 contains 55505 members 
Mstep: Class 10 contains 26668 members 
Mstep: Class 11 contains 14481 members 
Mstep: Class 12 contains 15400 members 
Mstep: Class 13 contains 275176 members 
Mstep: Class 14 contains 11959 members 
Mstep: Class 15 contains 197141 members 
Mstep: Class 16 contains 13575 members 
Mstep: Class 17 contains 10486 members 
Mstep: Class 18 contains 7480 members 
Mstep: Class 19 contains 9075 members 
Mstep: Class 20 contains 17424 members 
Mstep: Class 21 contains 5180 members 
Mstep: Class 22 contains 319129 members 
Mstep: Class 23 contains 5295 members 
Mstep: Class 24 contains 2047 members 
Mstep: Class 25 contains 83736 members 
Mstep: Class 26 contains 8117 members 
Mstep: Class 27 contains 61821 members 
Mstep: Class 28 contains 68144 members 
Mstep: Class 29 contains 212719 members 
Mstep: Class 30 contains 9168 members 
Mstep: Class 31 contains 5541 members 
Mstep: Class 32 contains 10517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235388800.000000 Penalty: 115101.585938
Iteration 67Q: 33 clusters Score -2.353888e+08 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 168515 members 
Mstep: Class 2 contains 726 members 
Mstep: Class 3 contains 217038 members 
Mstep: Class 4 contains 32635 members 
Mstep: Class 5 contains 83690 members 
Mstep: Class 6 contains 32374 members 
Mstep: Class 7 contains 5163 members 
Mstep: Class 8 contains 6330 members 
Mstep: Class 9 contains 55511 members 
Mstep: Class 10 contains 26678 members 
Mstep: Class 11 contains 14573 members 
Mstep: Class 12 contains 15409 members 
Mstep: Class 13 contains 273086 members 
Mstep: Class 14 contains 11979 members 
Mstep: Class 15 contains 197110 members 
Mstep: Class 16 contains 13663 members 
Mstep: Class 17 contains 10490 members 
Mstep: Class 18 contains 7494 members 
Mstep: Class 19 contains 9073 members 
Mstep: Class 20 contains 17402 members 
Mstep: Class 21 contains 5142 members 
Mstep: Class 22 contains 319172 members 
Mstep: Class 23 contains 5294 members 
Mstep: Class 24 contains 2047 members 
Mstep: Class 25 contains 83701 members 
Mstep: Class 26 contains 8123 members 
Mstep: Class 27 contains 62027 members 
Mstep: Class 28 contains 67899 members 
Mstep: Class 29 contains 212441 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 5638 members 
Mstep: Class 32 contains 10515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235390240.000000 Penalty: 115101.585938
Iteration 68Q: 33 clusters Score -2.353902e+08 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 168742 members 
Mstep: Class 2 contains 726 members 
Mstep: Class 3 contains 219180 members 
Mstep: Class 4 contains 32687 members 
Mstep: Class 5 contains 83684 members 
Mstep: Class 6 contains 32330 members 
Mstep: Class 7 contains 5181 members 
Mstep: Class 8 contains 6336 members 
Mstep: Class 9 contains 55514 members 
Mstep: Class 10 contains 26695 members 
Mstep: Class 11 contains 14645 members 
Mstep: Class 12 contains 15407 members 
Mstep: Class 13 contains 270799 members 
Mstep: Class 14 contains 11989 members 
Mstep: Class 15 contains 197078 members 
Mstep: Class 16 contains 13741 members 
Mstep: Class 17 contains 10497 members 
Mstep: Class 18 contains 7513 members 
Mstep: Class 19 contains 9064 members 
Mstep: Class 20 contains 17384 members 
Mstep: Class 21 contains 5133 members 
Mstep: Class 22 contains 319189 members 
Mstep: Class 23 contains 5297 members 
Mstep: Class 24 contains 2047 members 
Mstep: Class 25 contains 83672 members 
Mstep: Class 26 contains 8127 members 
Mstep: Class 27 contains 62209 members 
Mstep: Class 28 contains 67663 members 
Mstep: Class 29 contains 212179 members 
Mstep: Class 30 contains 9153 members 
Mstep: Class 31 contains 5731 members 
Mstep: Class 32 contains 10508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235390816.000000 Penalty: 115101.585938
Iteration 69Q: 33 clusters Score -2.353908e+08 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 168923 members 
Mstep: Class 2 contains 726 members 
Mstep: Class 3 contains 221604 members 
Mstep: Class 4 contains 32728 members 
Mstep: Class 5 contains 83678 members 
Mstep: Class 6 contains 32258 members 
Mstep: Class 7 contains 5194 members 
Mstep: Class 8 contains 6344 members 
Mstep: Class 9 contains 55512 members 
Mstep: Class 10 contains 26700 members 
Mstep: Class 11 contains 14707 members 
Mstep: Class 12 contains 15410 members 
Mstep: Class 13 contains 268259 members 
Mstep: Class 14 contains 12004 members 
Mstep: Class 15 contains 197024 members 
Mstep: Class 16 contains 13820 members 
Mstep: Class 17 contains 10516 members 
Mstep: Class 18 contains 7525 members 
Mstep: Class 19 contains 9068 members 
Mstep: Class 20 contains 17365 members 
Mstep: Class 21 contains 5117 members 
Mstep: Class 22 contains 319243 members 
Mstep: Class 23 contains 5302 members 
Mstep: Class 24 contains 2045 members 
Mstep: Class 25 contains 83635 members 
Mstep: Class 26 contains 8129 members 
Mstep: Class 27 contains 62391 members 
Mstep: Class 28 contains 67479 members 
Mstep: Class 29 contains 211929 members 
Mstep: Class 30 contains 9152 members 
Mstep: Class 31 contains 5807 members 
Mstep: Class 32 contains 10506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235391824.000000 Penalty: 115101.585938
Iteration 70Q: 33 clusters Score -2.353918e+08 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 169067 members 
Mstep: Class 2 contains 726 members 
Mstep: Class 3 contains 224096 members 
Mstep: Class 4 contains 32747 members 
Mstep: Class 5 contains 83684 members 
Mstep: Class 6 contains 32191 members 
Mstep: Class 7 contains 5202 members 
Mstep: Class 8 contains 6352 members 
Mstep: Class 9 contains 55511 members 
Mstep: Class 10 contains 26683 members 
Mstep: Class 11 contains 14771 members 
Mstep: Class 12 contains 15419 members 
Mstep: Class 13 contains 265553 members 
Mstep: Class 14 contains 12044 members 
Mstep: Class 15 contains 196959 members 
Mstep: Class 16 contains 13904 members 
Mstep: Class 17 contains 10514 members 
Mstep: Class 18 contains 7545 members 
Mstep: Class 19 contains 9070 members 
Mstep: Class 20 contains 17352 members 
Mstep: Class 21 contains 5109 members 
Mstep: Class 22 contains 319326 members 
Mstep: Class 23 contains 5308 members 
Mstep: Class 24 contains 2043 members 
Mstep: Class 25 contains 83600 members 
Mstep: Class 26 contains 8125 members 
Mstep: Class 27 contains 62606 members 
Mstep: Class 28 contains 67295 members 
Mstep: Class 29 contains 211751 members 
Mstep: Class 30 contains 9144 members 
Mstep: Class 31 contains 5903 members 
Mstep: Class 32 contains 10500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235392672.000000 Penalty: 115101.585938
Iteration 71Q: 33 clusters Score -2.353927e+08 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 169202 members 
Mstep: Class 2 contains 726 members 
Mstep: Class 3 contains 226546 members 
Mstep: Class 4 contains 32777 members 
Mstep: Class 5 contains 83690 members 
Mstep: Class 6 contains 32136 members 
Mstep: Class 7 contains 5217 members 
Mstep: Class 8 contains 6355 members 
Mstep: Class 9 contains 55512 members 
Mstep: Class 10 contains 26679 members 
Mstep: Class 11 contains 14832 members 
Mstep: Class 12 contains 15423 members 
Mstep: Class 13 contains 262838 members 
Mstep: Class 14 contains 12073 members 
Mstep: Class 15 contains 196882 members 
Mstep: Class 16 contains 13985 members 
Mstep: Class 17 contains 10511 members 
Mstep: Class 18 contains 7557 members 
Mstep: Class 19 contains 9062 members 
Mstep: Class 20 contains 17335 members 
Mstep: Class 21 contains 5103 members 
Mstep: Class 22 contains 319428 members 
Mstep: Class 23 contains 5309 members 
Mstep: Class 24 contains 2042 members 
Mstep: Class 25 contains 83559 members 
Mstep: Class 26 contains 8119 members 
Mstep: Class 27 contains 62857 members 
Mstep: Class 28 contains 67146 members 
Mstep: Class 29 contains 211587 members 
Mstep: Class 30 contains 9133 members 
Mstep: Class 31 contains 5978 members 
Mstep: Class 32 contains 10501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235393472.000000 Penalty: 115101.585938
Iteration 72Q: 33 clusters Score -2.353935e+08 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 169368 members 
Mstep: Class 2 contains 725 members 
Mstep: Class 3 contains 229128 members 
Mstep: Class 4 contains 32798 members 
Mstep: Class 5 contains 83686 members 
Mstep: Class 6 contains 32066 members 
Mstep: Class 7 contains 5235 members 
Mstep: Class 8 contains 6358 members 
Mstep: Class 9 contains 55514 members 
Mstep: Class 10 contains 26675 members 
Mstep: Class 11 contains 14886 members 
Mstep: Class 12 contains 15416 members 
Mstep: Class 13 contains 259948 members 
Mstep: Class 14 contains 12109 members 
Mstep: Class 15 contains 196830 members 
Mstep: Class 16 contains 14055 members 
Mstep: Class 17 contains 10510 members 
Mstep: Class 18 contains 7566 members 
Mstep: Class 19 contains 9059 members 
Mstep: Class 20 contains 17326 members 
Mstep: Class 21 contains 5109 members 
Mstep: Class 22 contains 319527 members 
Mstep: Class 23 contains 5306 members 
Mstep: Class 24 contains 2043 members 
Mstep: Class 25 contains 83498 members 
Mstep: Class 26 contains 8119 members 
Mstep: Class 27 contains 63135 members 
Mstep: Class 28 contains 67013 members 
Mstep: Class 29 contains 211410 members 
Mstep: Class 30 contains 9127 members 
Mstep: Class 31 contains 6060 members 
Mstep: Class 32 contains 10495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235393504.000000 Penalty: 115101.585938
Iteration 73Q: 33 clusters Score -2.353935e+08 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 169453 members 
Mstep: Class 2 contains 724 members 
Mstep: Class 3 contains 231664 members 
Mstep: Class 4 contains 32811 members 
Mstep: Class 5 contains 83688 members 
Mstep: Class 6 contains 32034 members 
Mstep: Class 7 contains 5257 members 
Mstep: Class 8 contains 6360 members 
Mstep: Class 9 contains 55510 members 
Mstep: Class 10 contains 26671 members 
Mstep: Class 11 contains 14940 members 
Mstep: Class 12 contains 15422 members 
Mstep: Class 13 contains 257108 members 
Mstep: Class 14 contains 12120 members 
Mstep: Class 15 contains 196795 members 
Mstep: Class 16 contains 14123 members 
Mstep: Class 17 contains 10510 members 
Mstep: Class 18 contains 7573 members 
Mstep: Class 19 contains 9061 members 
Mstep: Class 20 contains 17311 members 
Mstep: Class 21 contains 5112 members 
Mstep: Class 22 contains 319628 members 
Mstep: Class 23 contains 5314 members 
Mstep: Class 24 contains 2042 members 
Mstep: Class 25 contains 83472 members 
Mstep: Class 26 contains 8122 members 
Mstep: Class 27 contains 63404 members 
Mstep: Class 28 contains 66889 members 
Mstep: Class 29 contains 211216 members 
Mstep: Class 30 contains 9132 members 
Mstep: Class 31 contains 6142 members 
Mstep: Class 32 contains 10492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235394288.000000 Penalty: 115101.585938
Iteration 74Q: 33 clusters Score -2.353943e+08 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 169539 members 
Mstep: Class 2 contains 724 members 
Mstep: Class 3 contains 234243 members 
Mstep: Class 4 contains 32820 members 
Mstep: Class 5 contains 83692 members 
Mstep: Class 6 contains 31984 members 
Mstep: Class 7 contains 5271 members 
Mstep: Class 8 contains 6358 members 
Mstep: Class 9 contains 55499 members 
Mstep: Class 10 contains 26673 members 
Mstep: Class 11 contains 14978 members 
Mstep: Class 12 contains 15428 members 
Mstep: Class 13 contains 254223 members 
Mstep: Class 14 contains 12141 members 
Mstep: Class 15 contains 196741 members 
Mstep: Class 16 contains 14178 members 
Mstep: Class 17 contains 10502 members 
Mstep: Class 18 contains 7581 members 
Mstep: Class 19 contains 9058 members 
Mstep: Class 20 contains 17295 members 
Mstep: Class 21 contains 5108 members 
Mstep: Class 22 contains 319761 members 
Mstep: Class 23 contains 5313 members 
Mstep: Class 24 contains 2042 members 
Mstep: Class 25 contains 83438 members 
Mstep: Class 26 contains 8119 members 
Mstep: Class 27 contains 63719 members 
Mstep: Class 28 contains 66767 members 
Mstep: Class 29 contains 211051 members 
Mstep: Class 30 contains 9136 members 
Mstep: Class 31 contains 6216 members 
Mstep: Class 32 contains 10502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235394384.000000 Penalty: 115101.585938
Iteration 75Q: 33 clusters Score -2.353944e+08 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 169607 members 
Mstep: Class 2 contains 724 members 
Mstep: Class 3 contains 236666 members 
Mstep: Class 4 contains 32840 members 
Mstep: Class 5 contains 83691 members 
Mstep: Class 6 contains 31946 members 
Mstep: Class 7 contains 5278 members 
Mstep: Class 8 contains 6362 members 
Mstep: Class 9 contains 55486 members 
Mstep: Class 10 contains 26681 members 
Mstep: Class 11 contains 15017 members 
Mstep: Class 12 contains 15428 members 
Mstep: Class 13 contains 251449 members 
Mstep: Class 14 contains 12169 members 
Mstep: Class 15 contains 196706 members 
Mstep: Class 16 contains 14230 members 
Mstep: Class 17 contains 10483 members 
Mstep: Class 18 contains 7596 members 
Mstep: Class 19 contains 9054 members 
Mstep: Class 20 contains 17279 members 
Mstep: Class 21 contains 5103 members 
Mstep: Class 22 contains 319896 members 
Mstep: Class 23 contains 5316 members 
Mstep: Class 24 contains 2041 members 
Mstep: Class 25 contains 83401 members 
Mstep: Class 26 contains 8108 members 
Mstep: Class 27 contains 64056 members 
Mstep: Class 28 contains 66693 members 
Mstep: Class 29 contains 210866 members 
Mstep: Class 30 contains 9142 members 
Mstep: Class 31 contains 6283 members 
Mstep: Class 32 contains 10503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235395440.000000 Penalty: 115101.585938
Iteration 76Q: 33 clusters Score -2.353954e+08 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 169683 members 
Mstep: Class 2 contains 724 members 
Mstep: Class 3 contains 239012 members 
Mstep: Class 4 contains 32840 members 
Mstep: Class 5 contains 83687 members 
Mstep: Class 6 contains 31888 members 
Mstep: Class 7 contains 5292 members 
Mstep: Class 8 contains 6366 members 
Mstep: Class 9 contains 55472 members 
Mstep: Class 10 contains 26688 members 
Mstep: Class 11 contains 15052 members 
Mstep: Class 12 contains 15431 members 
Mstep: Class 13 contains 248781 members 
Mstep: Class 14 contains 12176 members 
Mstep: Class 15 contains 196667 members 
Mstep: Class 16 contains 14261 members 
Mstep: Class 17 contains 10484 members 
Mstep: Class 18 contains 7615 members 
Mstep: Class 19 contains 9049 members 
Mstep: Class 20 contains 17263 members 
Mstep: Class 21 contains 5097 members 
Mstep: Class 22 contains 320022 members 
Mstep: Class 23 contains 5319 members 
Mstep: Class 24 contains 2041 members 
Mstep: Class 25 contains 83373 members 
Mstep: Class 26 contains 8108 members 
Mstep: Class 27 contains 64393 members 
Mstep: Class 28 contains 66670 members 
Mstep: Class 29 contains 210672 members 
Mstep: Class 30 contains 9147 members 
Mstep: Class 31 contains 6329 members 
Mstep: Class 32 contains 10498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235395792.000000 Penalty: 115101.585938
Iteration 77Q: 33 clusters Score -2.353958e+08 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 169741 members 
Mstep: Class 2 contains 724 members 
Mstep: Class 3 contains 241092 members 
Mstep: Class 4 contains 32849 members 
Mstep: Class 5 contains 83685 members 
Mstep: Class 6 contains 31833 members 
Mstep: Class 7 contains 5311 members 
Mstep: Class 8 contains 6367 members 
Mstep: Class 9 contains 55480 members 
Mstep: Class 10 contains 26678 members 
Mstep: Class 11 contains 15089 members 
Mstep: Class 12 contains 15419 members 
Mstep: Class 13 contains 246258 members 
Mstep: Class 14 contains 12170 members 
Mstep: Class 15 contains 196648 members 
Mstep: Class 16 contains 14297 members 
Mstep: Class 17 contains 10489 members 
Mstep: Class 18 contains 7627 members 
Mstep: Class 19 contains 9050 members 
Mstep: Class 20 contains 17257 members 
Mstep: Class 21 contains 5088 members 
Mstep: Class 22 contains 320170 members 
Mstep: Class 23 contains 5322 members 
Mstep: Class 24 contains 2041 members 
Mstep: Class 25 contains 83347 members 
Mstep: Class 26 contains 8106 members 
Mstep: Class 27 contains 64804 members 
Mstep: Class 28 contains 66614 members 
Mstep: Class 29 contains 210532 members 
Mstep: Class 30 contains 9149 members 
Mstep: Class 31 contains 6355 members 
Mstep: Class 32 contains 10508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235396192.000000 Penalty: 115101.585938
Iteration 78Q: 33 clusters Score -2.353962e+08 nChanged 4509
Entering ConstructFrom: 
Score: -235396192.000000 Penalty: 115101.585938
Entering ConstructFrom: 
Trying to split cluster 1 (169805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169805 members 
Entering Unmasked Estep 
Score: -20737492.000000 Penalty: 2986.516602
	Iteration 0F: 2 clusters Score -2.073749e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84847 members 
Mstep: Class 2 contains 84958 members 
Entering Unmasked Estep 
Score: -20624302.000000 Penalty: 5973.033203
	Iteration 0F: 3 clusters Score -2.06243e+07 nChanged 81453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85832 members 
Mstep: Class 2 contains 83973 members 
Entering Unmasked Estep 
Score: -20672062.000000 Penalty: 5973.033203
	Iteration 1F: 3 clusters Score -2.067206e+07 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87105 members 
Mstep: Class 2 contains 82700 members 
Entering Unmasked Estep 
Score: -20673630.000000 Penalty: 5973.033203
	Iteration 2Q: 3 clusters Score -2.067363e+07 nChanged 6981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89292 members 
Mstep: Class 2 contains 80513 members 
Entering Unmasked Estep 
Score: -20676252.000000 Penalty: 5973.033203
	Iteration 3Q: 3 clusters Score -2.067625e+07 nChanged 8268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92530 members 
Mstep: Class 2 contains 77275 members 
Entering Unmasked Estep 
Score: -20679368.000000 Penalty: 5973.033203
	Iteration 4Q: 3 clusters Score -2.067937e+07 nChanged 9570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96916 members 
Mstep: Class 2 contains 72889 members 
Entering Unmasked Estep 
Score: -20683906.000000 Penalty: 5973.033203
	Iteration 5F: 3 clusters Score -2.068391e+07 nChanged 10309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102419 members 
Mstep: Class 2 contains 67386 members 
Entering Unmasked Estep 
Score: -20688914.000000 Penalty: 5973.033203
	Iteration 6F: 3 clusters Score -2.068891e+07 nChanged 10105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108684 members 
Mstep: Class 2 contains 61121 members 
Entering Unmasked Estep 
Score: -20693676.000000 Penalty: 5973.033203
	Iteration 7F: 3 clusters Score -2.069368e+07 nChanged 9465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115643 members 
Mstep: Class 2 contains 54162 members 
Entering Unmasked Estep 
Score: -20698266.000000 Penalty: 5973.033203
	Iteration 8F: 3 clusters Score -2.069827e+07 nChanged 8747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123224 members 
Mstep: Class 2 contains 46581 members 
Entering Unmasked Estep 
Score: -20702768.000000 Penalty: 5973.033203
	Iteration 9F: 3 clusters Score -2.070277e+07 nChanged 8532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131398 members 
Mstep: Class 2 contains 38407 members 
Entering Unmasked Estep 
Score: -20707650.000000 Penalty: 5973.033203
	Iteration 10F: 3 clusters Score -2.070765e+07 nChanged 8506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139874 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -20713256.000000 Penalty: 5973.033203
	Iteration 11F: 3 clusters Score -2.071326e+07 nChanged 8454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148326 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -20719396.000000 Penalty: 5973.033203
	Iteration 12Q: 3 clusters Score -2.07194e+07 nChanged 7490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155814 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -20725246.000000 Penalty: 5973.033203
	Iteration 13Q: 3 clusters Score -2.072525e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161537 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -20730004.000000 Penalty: 5973.033203
	Iteration 14Q: 3 clusters Score -2.073e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165183 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -20732988.000000 Penalty: 5973.033203
	Iteration 15Q: 3 clusters Score -2.073299e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167072 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -20734242.000000 Penalty: 5973.033203
	Iteration 16Q: 3 clusters Score -2.073424e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167981 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -20734932.000000 Penalty: 5973.033203
	Iteration 17Q: 3 clusters Score -2.073493e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168410 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -20735186.000000 Penalty: 5973.033203
	Iteration 18Q: 3 clusters Score -2.073519e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168652 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -20735352.000000 Penalty: 5973.033203
	Iteration 19Q: 3 clusters Score -2.073535e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168783 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -20735466.000000 Penalty: 5973.033203
	Iteration 20F: 3 clusters Score -2.073547e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168857 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -20735570.000000 Penalty: 5973.033203
	Iteration 21Q: 3 clusters Score -2.073557e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168893 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -20735586.000000 Penalty: 5973.033203
	Iteration 22Q: 3 clusters Score -2.073559e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168912 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -20735588.000000 Penalty: 5973.033203
	Iteration 23Q: 3 clusters Score -2.073559e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168922 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -20735600.000000 Penalty: 5973.033203
	Iteration 24Q: 3 clusters Score -2.07356e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168941 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -20735620.000000 Penalty: 5973.033203
	Iteration 25Q: 3 clusters Score -2.073562e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168952 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -20735606.000000 Penalty: 5973.033203
	Iteration 26Q: 3 clusters Score -2.073561e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168959 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -20735610.000000 Penalty: 5973.033203
	Iteration 27Q: 3 clusters Score -2.073561e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168967 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -20735620.000000 Penalty: 5973.033203
	Iteration 28Q: 3 clusters Score -2.073562e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168978 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -20735634.000000 Penalty: 5973.033203
	Iteration 29Q: 3 clusters Score -2.073563e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168987 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -20735664.000000 Penalty: 5973.033203
	Iteration 30Q: 3 clusters Score -2.073566e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169002 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -20735694.000000 Penalty: 5973.033203
	Iteration 31Q: 3 clusters Score -2.073569e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169010 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -20735688.000000 Penalty: 5973.033203
	Iteration 32Q: 3 clusters Score -2.073569e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169019 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -20735692.000000 Penalty: 5973.033203
	Iteration 33Q: 3 clusters Score -2.073569e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169032 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -20735690.000000 Penalty: 5973.033203
	Iteration 34Q: 3 clusters Score -2.073569e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169037 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -20735694.000000 Penalty: 5973.033203
	Iteration 35Q: 3 clusters Score -2.073569e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169047 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -20735726.000000 Penalty: 5973.033203
	Iteration 36Q: 3 clusters Score -2.073573e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169056 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -20735712.000000 Penalty: 5973.033203
	Iteration 37Q: 3 clusters Score -2.073571e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169063 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -20735736.000000 Penalty: 5973.033203
	Iteration 38Q: 3 clusters Score -2.073574e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169072 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -20735744.000000 Penalty: 5973.033203
	Iteration 39Q: 3 clusters Score -2.073574e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169078 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -20735766.000000 Penalty: 5973.033203
	Iteration 40F: 3 clusters Score -2.073577e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169088 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -20735762.000000 Penalty: 5973.033203
	Iteration 41Q: 3 clusters Score -2.073576e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169095 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -20735756.000000 Penalty: 5973.033203
	Iteration 42Q: 3 clusters Score -2.073576e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169098 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -20735780.000000 Penalty: 5973.033203
	Iteration 43Q: 3 clusters Score -2.073578e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169100 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -20735790.000000 Penalty: 5973.033203
	Iteration 44Q: 3 clusters Score -2.073579e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169102 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -20735786.000000 Penalty: 5973.033203
	Iteration 45Q: 3 clusters Score -2.073579e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169106 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -20735802.000000 Penalty: 5973.033203
	Iteration 46Q: 3 clusters Score -2.07358e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169104 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -20735802.000000 Penalty: 5973.033203
	Iteration 47Q: 3 clusters Score -2.07358e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169108 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -20735816.000000 Penalty: 5973.033203
	Iteration 48Q: 3 clusters Score -2.073582e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169114 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -20735812.000000 Penalty: 5973.033203
	Iteration 49Q: 3 clusters Score -2.073581e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169119 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -20735826.000000 Penalty: 5973.033203
	Iteration 50Q: 3 clusters Score -2.073583e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169120 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -20735822.000000 Penalty: 5973.033203
	Iteration 51Q: 3 clusters Score -2.073582e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169123 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -20735830.000000 Penalty: 5973.033203
	Iteration 52Q: 3 clusters Score -2.073583e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169121 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -20735838.000000 Penalty: 5973.033203
	Iteration 53Q: 3 clusters Score -2.073584e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169121 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -20735858.000000 Penalty: 5973.033203
	Iteration 54Q: 3 clusters Score -2.073586e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169122 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -20735852.000000 Penalty: 5973.033203
	Iteration 55Q: 3 clusters Score -2.073585e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169121 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -20735856.000000 Penalty: 5973.033203
	Iteration 56Q: 3 clusters Score -2.073586e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169120 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -20735874.000000 Penalty: 5973.033203
	Iteration 57Q: 3 clusters Score -2.073587e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169122 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -20735878.000000 Penalty: 5973.033203
	Iteration 58Q: 3 clusters Score -2.073588e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169127 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -20735882.000000 Penalty: 5973.033203
	Iteration 59Q: 3 clusters Score -2.073588e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169125 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -20735882.000000 Penalty: 5973.033203
	Iteration 60F: 3 clusters Score -2.073588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169125 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -20735880.000000 Penalty: 5973.033203
	Iteration 61Q: 3 clusters Score -2.073588e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169125 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -20735880.000000 Penalty: 5973.033203
	Iteration 62F: 3 clusters Score -2.073588e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Entering Unmasked Estep 
Score: -66569.460938 Penalty: 1633.028198
	Iteration 0F: 2 clusters Score -66569.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -65026.730469 Penalty: 3266.056396
	Iteration 0F: 3 clusters Score -65026.73 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -65629.648438 Penalty: 3266.056396
	Iteration 1F: 3 clusters Score -65629.65 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -65952.828125 Penalty: 3266.056396
	Iteration 2F: 3 clusters Score -65952.83 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -66301.445312 Penalty: 3266.056396
	Iteration 3F: 3 clusters Score -66301.45 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -66547.140625 Penalty: 3266.056396
	Iteration 4F: 3 clusters Score -66547.14 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -66612.406250 Penalty: 3266.056396
	Iteration 5Q: 3 clusters Score -66612.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -66668.796875 Penalty: 3266.056396
	Iteration 6Q: 3 clusters Score -66668.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -66714.812500 Penalty: 3266.056396
	Iteration 7Q: 3 clusters Score -66714.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -66741.773438 Penalty: 3266.056396
	Iteration 8Q: 3 clusters Score -66741.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -66746.960938 Penalty: 3266.056396
	Iteration 9Q: 3 clusters Score -66746.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -66756.578125 Penalty: 3266.056396
	Iteration 10Q: 3 clusters Score -66756.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -66760.726562 Penalty: 3266.056396
	Iteration 11Q: 3 clusters Score -66760.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -66762.125000 Penalty: 3266.056396
	Iteration 12Q: 3 clusters Score -66762.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -66762.125000 Penalty: 3266.056396
	Iteration 13F: 3 clusters Score -66762.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 169805 members 
Mstep: Class 2 contains 427 members 
Mstep: Class 3 contains 242982 members 
Mstep: Class 4 contains 32850 members 
Mstep: Class 5 contains 83697 members 
Mstep: Class 6 contains 31795 members 
Mstep: Class 7 contains 5328 members 
Mstep: Class 8 contains 6372 members 
Mstep: Class 9 contains 55473 members 
Mstep: Class 10 contains 26667 members 
Mstep: Class 11 contains 15120 members 
Mstep: Class 12 contains 15406 members 
Mstep: Class 13 contains 243842 members 
Mstep: Class 14 contains 12180 members 
Mstep: Class 15 contains 196629 members 
Mstep: Class 16 contains 14323 members 
Mstep: Class 17 contains 10480 members 
Mstep: Class 18 contains 7650 members 
Mstep: Class 19 contains 9047 members 
Mstep: Class 20 contains 17244 members 
Mstep: Class 21 contains 5092 members 
Mstep: Class 22 contains 320333 members 
Mstep: Class 23 contains 5329 members 
Mstep: Class 24 contains 2040 members 
Mstep: Class 25 contains 83318 members 
Mstep: Class 26 contains 8107 members 
Mstep: Class 27 contains 65235 members 
Mstep: Class 28 contains 66577 members 
Mstep: Class 29 contains 210420 members 
Mstep: Class 30 contains 9151 members 
Mstep: Class 31 contains 6376 members 
Mstep: Class 32 contains 10508 members 
Mstep: Class 33 contains 297 members 
Entering Unmasked Estep 
Score: -235394752.000000 Penalty: 118698.507812
Splitting cluster 2 changes total score from -235396192.000000 to -235394752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (242982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242982 members 
Entering Unmasked Estep 
Score: -29650584.000000 Penalty: 3075.384033
	Iteration 0F: 2 clusters Score -2.965058e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121087 members 
Mstep: Class 2 contains 121895 members 
Entering Unmasked Estep 
Score: -29494812.000000 Penalty: 6150.768066
	Iteration 0F: 3 clusters Score -2.949481e+07 nChanged 117035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113970 members 
Mstep: Class 2 contains 129012 members 
Entering Unmasked Estep 
Score: -29564302.000000 Penalty: 6150.768066
	Iteration 1F: 3 clusters Score -2.95643e+07 nChanged 7761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109869 members 
Mstep: Class 2 contains 133113 members 
Entering Unmasked Estep 
Score: -29567300.000000 Penalty: 6150.768066
	Iteration 2Q: 3 clusters Score -2.95673e+07 nChanged 9095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104044 members 
Mstep: Class 2 contains 138938 members 
Entering Unmasked Estep 
Score: -29572480.000000 Penalty: 6150.768066
	Iteration 3Q: 3 clusters Score -2.957248e+07 nChanged 10920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96718 members 
Mstep: Class 2 contains 146264 members 
Entering Unmasked Estep 
Score: -29580040.000000 Penalty: 6150.768066
	Iteration 4Q: 3 clusters Score -2.958004e+07 nChanged 12868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88158 members 
Mstep: Class 2 contains 154824 members 
Entering Unmasked Estep 
Score: -29589816.000000 Penalty: 6150.768066
	Iteration 5F: 3 clusters Score -2.958982e+07 nChanged 14250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79238 members 
Mstep: Class 2 contains 163744 members 
Entering Unmasked Estep 
Score: -29601128.000000 Penalty: 6150.768066
	Iteration 6F: 3 clusters Score -2.960113e+07 nChanged 14275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70483 members 
Mstep: Class 2 contains 172499 members 
Entering Unmasked Estep 
Score: -29611426.000000 Penalty: 6150.768066
	Iteration 7F: 3 clusters Score -2.961143e+07 nChanged 12887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62180 members 
Mstep: Class 2 contains 180802 members 
Entering Unmasked Estep 
Score: -29620174.000000 Penalty: 6150.768066
	Iteration 8F: 3 clusters Score -2.962017e+07 nChanged 10993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54293 members 
Mstep: Class 2 contains 188689 members 
Entering Unmasked Estep 
Score: -29626724.000000 Penalty: 6150.768066
	Iteration 9Q: 3 clusters Score -2.962672e+07 nChanged 9568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46859 members 
Mstep: Class 2 contains 196123 members 
Entering Unmasked Estep 
Score: -29631502.000000 Penalty: 6150.768066
	Iteration 10Q: 3 clusters Score -2.96315e+07 nChanged 8361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 203086 members 
Entering Unmasked Estep 
Score: -29635758.000000 Penalty: 6150.768066
	Iteration 11Q: 3 clusters Score -2.963576e+07 nChanged 7300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33522 members 
Mstep: Class 2 contains 209460 members 
Entering Unmasked Estep 
Score: -29638964.000000 Penalty: 6150.768066
	Iteration 12Q: 3 clusters Score -2.963896e+07 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 215047 members 
Entering Unmasked Estep 
Score: -29641336.000000 Penalty: 6150.768066
	Iteration 13Q: 3 clusters Score -2.964134e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 219844 members 
Entering Unmasked Estep 
Score: -29643092.000000 Penalty: 6150.768066
	Iteration 14Q: 3 clusters Score -2.964309e+07 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 223688 members 
Entering Unmasked Estep 
Score: -29644384.000000 Penalty: 6150.768066
	Iteration 15Q: 3 clusters Score -2.964438e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 226802 members 
Entering Unmasked Estep 
Score: -29645418.000000 Penalty: 6150.768066
	Iteration 16Q: 3 clusters Score -2.964542e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 229244 members 
Entering Unmasked Estep 
Score: -29646320.000000 Penalty: 6150.768066
	Iteration 17Q: 3 clusters Score -2.964632e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 231110 members 
Entering Unmasked Estep 
Score: -29646734.000000 Penalty: 6150.768066
	Iteration 18Q: 3 clusters Score -2.964673e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 232531 members 
Entering Unmasked Estep 
Score: -29647020.000000 Penalty: 6150.768066
	Iteration 19Q: 3 clusters Score -2.964702e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 233673 members 
Entering Unmasked Estep 
Score: -29647242.000000 Penalty: 6150.768066
	Iteration 20F: 3 clusters Score -2.964724e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 234613 members 
Entering Unmasked Estep 
Score: -29647404.000000 Penalty: 6150.768066
	Iteration 21Q: 3 clusters Score -2.96474e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 235330 members 
Entering Unmasked Estep 
Score: -29647524.000000 Penalty: 6150.768066
	Iteration 22Q: 3 clusters Score -2.964752e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 235947 members 
Entering Unmasked Estep 
Score: -29647726.000000 Penalty: 6150.768066
	Iteration 23Q: 3 clusters Score -2.964773e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 236449 members 
Entering Unmasked Estep 
Score: -29647772.000000 Penalty: 6150.768066
	Iteration 24Q: 3 clusters Score -2.964777e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 236879 members 
Entering Unmasked Estep 
Score: -29647822.000000 Penalty: 6150.768066
	Iteration 25Q: 3 clusters Score -2.964782e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 237216 members 
Entering Unmasked Estep 
Score: -29647922.000000 Penalty: 6150.768066
	Iteration 26Q: 3 clusters Score -2.964792e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 237518 members 
Entering Unmasked Estep 
Score: -29647936.000000 Penalty: 6150.768066
	Iteration 27Q: 3 clusters Score -2.964794e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 237794 members 
Entering Unmasked Estep 
Score: -29648032.000000 Penalty: 6150.768066
	Iteration 28Q: 3 clusters Score -2.964803e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 237988 members 
Entering Unmasked Estep 
Score: -29648056.000000 Penalty: 6150.768066
	Iteration 29Q: 3 clusters Score -2.964806e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 238167 members 
Entering Unmasked Estep 
Score: -29648092.000000 Penalty: 6150.768066
	Iteration 30Q: 3 clusters Score -2.964809e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 238327 members 
Entering Unmasked Estep 
Score: -29648132.000000 Penalty: 6150.768066
	Iteration 31Q: 3 clusters Score -2.964813e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 238486 members 
Entering Unmasked Estep 
Score: -29648190.000000 Penalty: 6150.768066
	Iteration 32Q: 3 clusters Score -2.964819e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 238628 members 
Entering Unmasked Estep 
Score: -29648220.000000 Penalty: 6150.768066
	Iteration 33Q: 3 clusters Score -2.964822e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 238742 members 
Entering Unmasked Estep 
Score: -29648252.000000 Penalty: 6150.768066
	Iteration 34Q: 3 clusters Score -2.964825e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 238824 members 
Entering Unmasked Estep 
Score: -29648290.000000 Penalty: 6150.768066
	Iteration 35Q: 3 clusters Score -2.964829e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 238899 members 
Entering Unmasked Estep 
Score: -29648282.000000 Penalty: 6150.768066
	Iteration 36Q: 3 clusters Score -2.964828e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 238962 members 
Entering Unmasked Estep 
Score: -29648270.000000 Penalty: 6150.768066
	Iteration 37Q: 3 clusters Score -2.964827e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 239015 members 
Entering Unmasked Estep 
Score: -29648310.000000 Penalty: 6150.768066
	Iteration 38Q: 3 clusters Score -2.964831e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 239058 members 
Entering Unmasked Estep 
Score: -29648306.000000 Penalty: 6150.768066
	Iteration 39Q: 3 clusters Score -2.964831e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 239096 members 
Entering Unmasked Estep 
Score: -29648348.000000 Penalty: 6150.768066
	Iteration 40F: 3 clusters Score -2.964835e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 239143 members 
Entering Unmasked Estep 
Score: -29648336.000000 Penalty: 6150.768066
	Iteration 41Q: 3 clusters Score -2.964834e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 239190 members 
Entering Unmasked Estep 
Score: -29648344.000000 Penalty: 6150.768066
	Iteration 42Q: 3 clusters Score -2.964834e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 239239 members 
Entering Unmasked Estep 
Score: -29648358.000000 Penalty: 6150.768066
	Iteration 43Q: 3 clusters Score -2.964836e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 239295 members 
Entering Unmasked Estep 
Score: -29648366.000000 Penalty: 6150.768066
	Iteration 44Q: 3 clusters Score -2.964837e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 239338 members 
Entering Unmasked Estep 
Score: -29648392.000000 Penalty: 6150.768066
	Iteration 45Q: 3 clusters Score -2.964839e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 239375 members 
Entering Unmasked Estep 
Score: -29648404.000000 Penalty: 6150.768066
	Iteration 46Q: 3 clusters Score -2.96484e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 239419 members 
Entering Unmasked Estep 
Score: -29648432.000000 Penalty: 6150.768066
	Iteration 47Q: 3 clusters Score -2.964843e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 239461 members 
Entering Unmasked Estep 
Score: -29648456.000000 Penalty: 6150.768066
	Iteration 48Q: 3 clusters Score -2.964846e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 239492 members 
Entering Unmasked Estep 
Score: -29648440.000000 Penalty: 6150.768066
	Iteration 49Q: 3 clusters Score -2.964844e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 239521 members 
Entering Unmasked Estep 
Score: -29648426.000000 Penalty: 6150.768066
	Iteration 50Q: 3 clusters Score -2.964843e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 239538 members 
Entering Unmasked Estep 
Score: -29648440.000000 Penalty: 6150.768066
	Iteration 51Q: 3 clusters Score -2.964844e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 239563 members 
Entering Unmasked Estep 
Score: -29648458.000000 Penalty: 6150.768066
	Iteration 52Q: 3 clusters Score -2.964846e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 239584 members 
Entering Unmasked Estep 
Score: -29648484.000000 Penalty: 6150.768066
	Iteration 53Q: 3 clusters Score -2.964848e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 239598 members 
Entering Unmasked Estep 
Score: -29648476.000000 Penalty: 6150.768066
	Iteration 54Q: 3 clusters Score -2.964848e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 239609 members 
Entering Unmasked Estep 
Score: -29648460.000000 Penalty: 6150.768066
	Iteration 55Q: 3 clusters Score -2.964846e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 239618 members 
Entering Unmasked Estep 
Score: -29648456.000000 Penalty: 6150.768066
	Iteration 56Q: 3 clusters Score -2.964846e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 239625 members 
Entering Unmasked Estep 
Score: -29648456.000000 Penalty: 6150.768066
	Iteration 57Q: 3 clusters Score -2.964846e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 239634 members 
Entering Unmasked Estep 
Score: -29648452.000000 Penalty: 6150.768066
	Iteration 58Q: 3 clusters Score -2.964845e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 239644 members 
Entering Unmasked Estep 
Score: -29648474.000000 Penalty: 6150.768066
	Iteration 59Q: 3 clusters Score -2.964847e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 239653 members 
Entering Unmasked Estep 
Score: -29648482.000000 Penalty: 6150.768066
	Iteration 60F: 3 clusters Score -2.964848e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 239664 members 
Entering Unmasked Estep 
Score: -29648456.000000 Penalty: 6150.768066
	Iteration 61Q: 3 clusters Score -2.964846e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 239674 members 
Entering Unmasked Estep 
Score: -29648456.000000 Penalty: 6150.768066
	Iteration 62Q: 3 clusters Score -2.964846e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 239683 members 
Entering Unmasked Estep 
Score: -29648462.000000 Penalty: 6150.768066
	Iteration 63Q: 3 clusters Score -2.964846e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 239679 members 
Entering Unmasked Estep 
Score: -29648464.000000 Penalty: 6150.768066
	Iteration 64Q: 3 clusters Score -2.964846e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 239684 members 
Entering Unmasked Estep 
Score: -29648458.000000 Penalty: 6150.768066
	Iteration 65Q: 3 clusters Score -2.964846e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 239693 members 
Entering Unmasked Estep 
Score: -29648468.000000 Penalty: 6150.768066
	Iteration 66Q: 3 clusters Score -2.964847e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 239702 members 
Entering Unmasked Estep 
Score: -29648454.000000 Penalty: 6150.768066
	Iteration 67Q: 3 clusters Score -2.964845e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 239710 members 
Entering Unmasked Estep 
Score: -29648474.000000 Penalty: 6150.768066
	Iteration 68Q: 3 clusters Score -2.964847e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 239715 members 
Entering Unmasked Estep 
Score: -29648478.000000 Penalty: 6150.768066
	Iteration 69Q: 3 clusters Score -2.964848e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 239720 members 
Entering Unmasked Estep 
Score: -29648480.000000 Penalty: 6150.768066
	Iteration 70Q: 3 clusters Score -2.964848e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 239727 members 
Entering Unmasked Estep 
Score: -29648488.000000 Penalty: 6150.768066
	Iteration 71Q: 3 clusters Score -2.964849e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 239729 members 
Entering Unmasked Estep 
Score: -29648494.000000 Penalty: 6150.768066
	Iteration 72Q: 3 clusters Score -2.964849e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 239739 members 
Entering Unmasked Estep 
Score: -29648494.000000 Penalty: 6150.768066
	Iteration 73Q: 3 clusters Score -2.964849e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 239743 members 
Entering Unmasked Estep 
Score: -29648508.000000 Penalty: 6150.768066
	Iteration 74Q: 3 clusters Score -2.964851e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 239748 members 
Entering Unmasked Estep 
Score: -29648514.000000 Penalty: 6150.768066
	Iteration 75Q: 3 clusters Score -2.964851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 239751 members 
Entering Unmasked Estep 
Score: -29648514.000000 Penalty: 6150.768066
	Iteration 76Q: 3 clusters Score -2.964851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 239755 members 
Entering Unmasked Estep 
Score: -29648520.000000 Penalty: 6150.768066
	Iteration 77Q: 3 clusters Score -2.964852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 239754 members 
Entering Unmasked Estep 
Score: -29648516.000000 Penalty: 6150.768066
	Iteration 78Q: 3 clusters Score -2.964852e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 239754 members 
Entering Unmasked Estep 
Score: -29648524.000000 Penalty: 6150.768066
	Iteration 79Q: 3 clusters Score -2.964852e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 239756 members 
Entering Unmasked Estep 
Score: -29648518.000000 Penalty: 6150.768066
	Iteration 80F: 3 clusters Score -2.964852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 239758 members 
Entering Unmasked Estep 
Score: -29648518.000000 Penalty: 6150.768066
	Iteration 81Q: 3 clusters Score -2.964852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 239759 members 
Entering Unmasked Estep 
Score: -29648518.000000 Penalty: 6150.768066
	Iteration 82Q: 3 clusters Score -2.964852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 239760 members 
Entering Unmasked Estep 
Score: -29648514.000000 Penalty: 6150.768066
	Iteration 83Q: 3 clusters Score -2.964851e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 239760 members 
Entering Unmasked Estep 
Score: -29648514.000000 Penalty: 6150.768066
	Iteration 84F: 3 clusters Score -2.964851e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (32850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32850 members 
Entering Unmasked Estep 
Score: -3801580.500000 Penalty: 2579.127197
	Iteration 0F: 2 clusters Score -3801580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -3779014.250000 Penalty: 5158.254395
	Iteration 0F: 3 clusters Score -3779014 nChanged 14932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -3787494.000000 Penalty: 5158.254395
	Iteration 1F: 3 clusters Score -3787494 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -3789033.500000 Penalty: 5158.254395
	Iteration 2F: 3 clusters Score -3789034 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -3791290.750000 Penalty: 5158.254395
	Iteration 3F: 3 clusters Score -3791291 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -3793771.500000 Penalty: 5158.254395
	Iteration 4F: 3 clusters Score -3793772 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -3795837.750000 Penalty: 5158.254395
	Iteration 5F: 3 clusters Score -3795838 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -3797259.500000 Penalty: 5158.254395
	Iteration 6F: 3 clusters Score -3797260 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 24658 members 
Entering Unmasked Estep 
Score: -3798115.750000 Penalty: 5158.254395
	Iteration 7Q: 3 clusters Score -3798116 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -3798626.500000 Penalty: 5158.254395
	Iteration 8Q: 3 clusters Score -3798626 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -3798940.000000 Penalty: 5158.254395
	Iteration 9Q: 3 clusters Score -3798940 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -3799204.750000 Penalty: 5158.254395
	Iteration 10Q: 3 clusters Score -3799205 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -3799439.500000 Penalty: 5158.254395
	Iteration 11Q: 3 clusters Score -3799440 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -3799660.000000 Penalty: 5158.254395
	Iteration 12Q: 3 clusters Score -3799660 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -3799835.250000 Penalty: 5158.254395
	Iteration 13Q: 3 clusters Score -3799835 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -3799969.500000 Penalty: 5158.254395
	Iteration 14Q: 3 clusters Score -3799970 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -3800083.750000 Penalty: 5158.254395
	Iteration 15Q: 3 clusters Score -3800084 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -3800154.250000 Penalty: 5158.254395
	Iteration 16Q: 3 clusters Score -3800154 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -3800233.750000 Penalty: 5158.254395
	Iteration 17Q: 3 clusters Score -3800234 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -3800276.250000 Penalty: 5158.254395
	Iteration 18Q: 3 clusters Score -3800276 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -3800322.750000 Penalty: 5158.254395
	Iteration 19Q: 3 clusters Score -3800323 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -3800346.250000 Penalty: 5158.254395
	Iteration 20F: 3 clusters Score -3800346 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -3800373.500000 Penalty: 5158.254395
	Iteration 21Q: 3 clusters Score -3800374 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -3800416.000000 Penalty: 5158.254395
	Iteration 22Q: 3 clusters Score -3800416 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -3800445.750000 Penalty: 5158.254395
	Iteration 23Q: 3 clusters Score -3800446 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -3800463.250000 Penalty: 5158.254395
	Iteration 24Q: 3 clusters Score -3800463 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -3800484.000000 Penalty: 5158.254395
	Iteration 25Q: 3 clusters Score -3800484 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -3800520.750000 Penalty: 5158.254395
	Iteration 26Q: 3 clusters Score -3800521 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -3800527.500000 Penalty: 5158.254395
	Iteration 27Q: 3 clusters Score -3800528 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -3800545.750000 Penalty: 5158.254395
	Iteration 28Q: 3 clusters Score -3800546 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -3800551.000000 Penalty: 5158.254395
	Iteration 29Q: 3 clusters Score -3800551 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
Score: -3800556.000000 Penalty: 5158.254395
	Iteration 30Q: 3 clusters Score -3800556 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -3800558.000000 Penalty: 5158.254395
	Iteration 31Q: 3 clusters Score -3800558 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -3800566.500000 Penalty: 5158.254395
	Iteration 32Q: 3 clusters Score -3800566 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -3800575.500000 Penalty: 5158.254395
	Iteration 33Q: 3 clusters Score -3800576 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -3800577.500000 Penalty: 5158.254395
	Iteration 34Q: 3 clusters Score -3800578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -3800571.250000 Penalty: 5158.254395
	Iteration 35Q: 3 clusters Score -3800571 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -3800575.750000 Penalty: 5158.254395
	Iteration 36Q: 3 clusters Score -3800576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -3800576.750000 Penalty: 5158.254395
	Iteration 37Q: 3 clusters Score -3800577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -3800578.500000 Penalty: 5158.254395
	Iteration 38Q: 3 clusters Score -3800578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -3800578.000000 Penalty: 5158.254395
	Iteration 39Q: 3 clusters Score -3800578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -3800577.000000 Penalty: 5158.254395
	Iteration 40F: 3 clusters Score -3800577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 24135 members 
Entering Unmasked Estep 
Score: -3800579.250000 Penalty: 5158.254395
	Iteration 41Q: 3 clusters Score -3800579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -3800578.000000 Penalty: 5158.254395
	Iteration 42Q: 3 clusters Score -3800578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -3800578.250000 Penalty: 5158.254395
	Iteration 43Q: 3 clusters Score -3800578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -3800579.250000 Penalty: 5158.254395
	Iteration 44Q: 3 clusters Score -3800579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -3800580.000000 Penalty: 5158.254395
	Iteration 45Q: 3 clusters Score -3800580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -3800580.000000 Penalty: 5158.254395
	Iteration 46F: 3 clusters Score -3800580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (83697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83697 members 
Entering Unmasked Estep 
Score: -10222283.000000 Penalty: 2811.069580
	Iteration 0F: 2 clusters Score -1.022228e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41838 members 
Mstep: Class 2 contains 41859 members 
Entering Unmasked Estep 
Score: -10166285.000000 Penalty: 5622.139160
	Iteration 0F: 3 clusters Score -1.016628e+07 nChanged 39414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41504 members 
Mstep: Class 2 contains 42193 members 
Entering Unmasked Estep 
Score: -10188359.000000 Penalty: 5622.139160
	Iteration 1F: 3 clusters Score -1.018836e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41388 members 
Mstep: Class 2 contains 42309 members 
Entering Unmasked Estep 
Score: -10189012.000000 Penalty: 5622.139160
	Iteration 2Q: 3 clusters Score -1.018901e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41268 members 
Mstep: Class 2 contains 42429 members 
Entering Unmasked Estep 
Score: -10189660.000000 Penalty: 5622.139160
	Iteration 3Q: 3 clusters Score -1.018966e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41063 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -10190412.000000 Penalty: 5622.139160
	Iteration 4Q: 3 clusters Score -1.019041e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40757 members 
Mstep: Class 2 contains 42940 members 
Entering Unmasked Estep 
Score: -10191096.000000 Penalty: 5622.139160
	Iteration 5Q: 3 clusters Score -1.01911e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 43228 members 
Entering Unmasked Estep 
Score: -10191894.000000 Penalty: 5622.139160
	Iteration 6Q: 3 clusters Score -1.019189e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40028 members 
Mstep: Class 2 contains 43669 members 
Entering Unmasked Estep 
Score: -10192837.000000 Penalty: 5622.139160
	Iteration 7Q: 3 clusters Score -1.019284e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39465 members 
Mstep: Class 2 contains 44232 members 
Entering Unmasked Estep 
Score: -10193843.000000 Penalty: 5622.139160
	Iteration 8Q: 3 clusters Score -1.019384e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38810 members 
Mstep: Class 2 contains 44887 members 
Entering Unmasked Estep 
Score: -10195279.000000 Penalty: 5622.139160
	Iteration 9Q: 3 clusters Score -1.019528e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38045 members 
Mstep: Class 2 contains 45652 members 
Entering Unmasked Estep 
Score: -10197038.000000 Penalty: 5622.139160
	Iteration 10Q: 3 clusters Score -1.019704e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 46429 members 
Entering Unmasked Estep 
Score: -10199211.000000 Penalty: 5622.139160
	Iteration 11Q: 3 clusters Score -1.019921e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36624 members 
Mstep: Class 2 contains 47073 members 
Entering Unmasked Estep 
Score: -10201744.000000 Penalty: 5622.139160
	Iteration 12Q: 3 clusters Score -1.020174e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36094 members 
Mstep: Class 2 contains 47603 members 
Entering Unmasked Estep 
Score: -10204423.000000 Penalty: 5622.139160
	Iteration 13F: 3 clusters Score -1.020442e+07 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35795 members 
Mstep: Class 2 contains 47902 members 
Entering Unmasked Estep 
Score: -10206654.000000 Penalty: 5622.139160
	Iteration 14Q: 3 clusters Score -1.020665e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35654 members 
Mstep: Class 2 contains 48043 members 
Entering Unmasked Estep 
Score: -10208132.000000 Penalty: 5622.139160
	Iteration 15Q: 3 clusters Score -1.020813e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 48092 members 
Entering Unmasked Estep 
Score: -10208768.000000 Penalty: 5622.139160
	Iteration 16Q: 3 clusters Score -1.020877e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35509 members 
Mstep: Class 2 contains 48188 members 
Entering Unmasked Estep 
Score: -10209203.000000 Penalty: 5622.139160
	Iteration 17Q: 3 clusters Score -1.02092e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35410 members 
Mstep: Class 2 contains 48287 members 
Entering Unmasked Estep 
Score: -10209498.000000 Penalty: 5622.139160
	Iteration 18Q: 3 clusters Score -1.02095e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35292 members 
Mstep: Class 2 contains 48405 members 
Entering Unmasked Estep 
Score: -10209774.000000 Penalty: 5622.139160
	Iteration 19Q: 3 clusters Score -1.020977e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 48525 members 
Entering Unmasked Estep 
Score: -10210021.000000 Penalty: 5622.139160
	Iteration 20F: 3 clusters Score -1.021002e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35023 members 
Mstep: Class 2 contains 48674 members 
Entering Unmasked Estep 
Score: -10210276.000000 Penalty: 5622.139160
	Iteration 21Q: 3 clusters Score -1.021028e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34865 members 
Mstep: Class 2 contains 48832 members 
Entering Unmasked Estep 
Score: -10210529.000000 Penalty: 5622.139160
	Iteration 22Q: 3 clusters Score -1.021053e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 48946 members 
Entering Unmasked Estep 
Score: -10210763.000000 Penalty: 5622.139160
	Iteration 23Q: 3 clusters Score -1.021076e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34631 members 
Mstep: Class 2 contains 49066 members 
Entering Unmasked Estep 
Score: -10210974.000000 Penalty: 5622.139160
	Iteration 24Q: 3 clusters Score -1.021097e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34492 members 
Mstep: Class 2 contains 49205 members 
Entering Unmasked Estep 
Score: -10211163.000000 Penalty: 5622.139160
	Iteration 25Q: 3 clusters Score -1.021116e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34297 members 
Mstep: Class 2 contains 49400 members 
Entering Unmasked Estep 
Score: -10211358.000000 Penalty: 5622.139160
	Iteration 26Q: 3 clusters Score -1.021136e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34036 members 
Mstep: Class 2 contains 49661 members 
Entering Unmasked Estep 
Score: -10211498.000000 Penalty: 5622.139160
	Iteration 27Q: 3 clusters Score -1.02115e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 49895 members 
Entering Unmasked Estep 
Score: -10211612.000000 Penalty: 5622.139160
	Iteration 28Q: 3 clusters Score -1.021161e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33535 members 
Mstep: Class 2 contains 50162 members 
Entering Unmasked Estep 
Score: -10211721.000000 Penalty: 5622.139160
	Iteration 29Q: 3 clusters Score -1.021172e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 50466 members 
Entering Unmasked Estep 
Score: -10211840.000000 Penalty: 5622.139160
	Iteration 30Q: 3 clusters Score -1.021184e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32942 members 
Mstep: Class 2 contains 50755 members 
Entering Unmasked Estep 
Score: -10211943.000000 Penalty: 5622.139160
	Iteration 31Q: 3 clusters Score -1.021194e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32634 members 
Mstep: Class 2 contains 51063 members 
Entering Unmasked Estep 
Score: -10212063.000000 Penalty: 5622.139160
	Iteration 32Q: 3 clusters Score -1.021206e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32267 members 
Mstep: Class 2 contains 51430 members 
Entering Unmasked Estep 
Score: -10212157.000000 Penalty: 5622.139160
	Iteration 33Q: 3 clusters Score -1.021216e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 51827 members 
Entering Unmasked Estep 
Score: -10212252.000000 Penalty: 5622.139160
	Iteration 34Q: 3 clusters Score -1.021225e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31495 members 
Mstep: Class 2 contains 52202 members 
Entering Unmasked Estep 
Score: -10212288.000000 Penalty: 5622.139160
	Iteration 35Q: 3 clusters Score -1.021229e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 52602 members 
Entering Unmasked Estep 
Score: -10212324.000000 Penalty: 5622.139160
	Iteration 36Q: 3 clusters Score -1.021232e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 53056 members 
Entering Unmasked Estep 
Score: -10212358.000000 Penalty: 5622.139160
	Iteration 37Q: 3 clusters Score -1.021236e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30157 members 
Mstep: Class 2 contains 53540 members 
Entering Unmasked Estep 
Score: -10212441.000000 Penalty: 5622.139160
	Iteration 38Q: 3 clusters Score -1.021244e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29639 members 
Mstep: Class 2 contains 54058 members 
Entering Unmasked Estep 
Score: -10212528.000000 Penalty: 5622.139160
	Iteration 39Q: 3 clusters Score -1.021253e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29103 members 
Mstep: Class 2 contains 54594 members 
Entering Unmasked Estep 
Score: -10212673.000000 Penalty: 5622.139160
	Iteration 40F: 3 clusters Score -1.021267e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 55118 members 
Entering Unmasked Estep 
Score: -10212770.000000 Penalty: 5622.139160
	Iteration 41Q: 3 clusters Score -1.021277e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28007 members 
Mstep: Class 2 contains 55690 members 
Entering Unmasked Estep 
Score: -10212929.000000 Penalty: 5622.139160
	Iteration 42Q: 3 clusters Score -1.021293e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 56279 members 
Entering Unmasked Estep 
Score: -10213035.000000 Penalty: 5622.139160
	Iteration 43Q: 3 clusters Score -1.021304e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 56888 members 
Entering Unmasked Estep 
Score: -10213151.000000 Penalty: 5622.139160
	Iteration 44Q: 3 clusters Score -1.021315e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 57515 members 
Entering Unmasked Estep 
Score: -10213219.000000 Penalty: 5622.139160
	Iteration 45Q: 3 clusters Score -1.021322e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 58175 members 
Entering Unmasked Estep 
Score: -10213341.000000 Penalty: 5622.139160
	Iteration 46Q: 3 clusters Score -1.021334e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 58831 members 
Entering Unmasked Estep 
Score: -10213466.000000 Penalty: 5622.139160
	Iteration 47Q: 3 clusters Score -1.021347e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 59492 members 
Entering Unmasked Estep 
Score: -10213607.000000 Penalty: 5622.139160
	Iteration 48Q: 3 clusters Score -1.021361e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 60193 members 
Entering Unmasked Estep 
Score: -10213804.000000 Penalty: 5622.139160
	Iteration 49Q: 3 clusters Score -1.02138e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 60910 members 
Entering Unmasked Estep 
Score: -10213947.000000 Penalty: 5622.139160
	Iteration 50Q: 3 clusters Score -1.021395e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 61640 members 
Entering Unmasked Estep 
Score: -10214116.000000 Penalty: 5622.139160
	Iteration 51Q: 3 clusters Score -1.021412e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 62329 members 
Entering Unmasked Estep 
Score: -10214319.000000 Penalty: 5622.139160
	Iteration 52Q: 3 clusters Score -1.021432e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 63041 members 
Entering Unmasked Estep 
Score: -10214473.000000 Penalty: 5622.139160
	Iteration 53Q: 3 clusters Score -1.021447e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 63800 members 
Entering Unmasked Estep 
Score: -10214613.000000 Penalty: 5622.139160
	Iteration 54Q: 3 clusters Score -1.021461e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 64574 members 
Entering Unmasked Estep 
Score: -10214849.000000 Penalty: 5622.139160
	Iteration 55Q: 3 clusters Score -1.021485e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 65410 members 
Entering Unmasked Estep 
Score: -10215123.000000 Penalty: 5622.139160
	Iteration 56Q: 3 clusters Score -1.021512e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 66276 members 
Entering Unmasked Estep 
Score: -10215357.000000 Penalty: 5622.139160
	Iteration 57Q: 3 clusters Score -1.021536e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 67146 members 
Entering Unmasked Estep 
Score: -10215558.000000 Penalty: 5622.139160
	Iteration 58Q: 3 clusters Score -1.021556e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 67977 members 
Entering Unmasked Estep 
Score: -10215879.000000 Penalty: 5622.139160
	Iteration 59Q: 3 clusters Score -1.021588e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 68814 members 
Entering Unmasked Estep 
Score: -10216104.000000 Penalty: 5622.139160
	Iteration 60F: 3 clusters Score -1.02161e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 69603 members 
Entering Unmasked Estep 
Score: -10216330.000000 Penalty: 5622.139160
	Iteration 61Q: 3 clusters Score -1.021633e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 70386 members 
Entering Unmasked Estep 
Score: -10216581.000000 Penalty: 5622.139160
	Iteration 62Q: 3 clusters Score -1.021658e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 71131 members 
Entering Unmasked Estep 
Score: -10216781.000000 Penalty: 5622.139160
	Iteration 63Q: 3 clusters Score -1.021678e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 71854 members 
Entering Unmasked Estep 
Score: -10216984.000000 Penalty: 5622.139160
	Iteration 64Q: 3 clusters Score -1.021698e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 72591 members 
Entering Unmasked Estep 
Score: -10217174.000000 Penalty: 5622.139160
	Iteration 65Q: 3 clusters Score -1.021717e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 73290 members 
Entering Unmasked Estep 
Score: -10217429.000000 Penalty: 5622.139160
	Iteration 66Q: 3 clusters Score -1.021743e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 73952 members 
Entering Unmasked Estep 
Score: -10217616.000000 Penalty: 5622.139160
	Iteration 67Q: 3 clusters Score -1.021762e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 74588 members 
Entering Unmasked Estep 
Score: -10217810.000000 Penalty: 5622.139160
	Iteration 68Q: 3 clusters Score -1.021781e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 75186 members 
Entering Unmasked Estep 
Score: -10218036.000000 Penalty: 5622.139160
	Iteration 69Q: 3 clusters Score -1.021804e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 75752 members 
Entering Unmasked Estep 
Score: -10218241.000000 Penalty: 5622.139160
	Iteration 70Q: 3 clusters Score -1.021824e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 76265 members 
Entering Unmasked Estep 
Score: -10218358.000000 Penalty: 5622.139160
	Iteration 71Q: 3 clusters Score -1.021836e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 76725 members 
Entering Unmasked Estep 
Score: -10218474.000000 Penalty: 5622.139160
	Iteration 72Q: 3 clusters Score -1.021847e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 77127 members 
Entering Unmasked Estep 
Score: -10218591.000000 Penalty: 5622.139160
	Iteration 73Q: 3 clusters Score -1.021859e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 77552 members 
Entering Unmasked Estep 
Score: -10218749.000000 Penalty: 5622.139160
	Iteration 74Q: 3 clusters Score -1.021875e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 77943 members 
Entering Unmasked Estep 
Score: -10218873.000000 Penalty: 5622.139160
	Iteration 75Q: 3 clusters Score -1.021887e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 78295 members 
Entering Unmasked Estep 
Score: -10218969.000000 Penalty: 5622.139160
	Iteration 76Q: 3 clusters Score -1.021897e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 78629 members 
Entering Unmasked Estep 
Score: -10219106.000000 Penalty: 5622.139160
	Iteration 77Q: 3 clusters Score -1.021911e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 78939 members 
Entering Unmasked Estep 
Score: -10219194.000000 Penalty: 5622.139160
	Iteration 78Q: 3 clusters Score -1.021919e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 79213 members 
Entering Unmasked Estep 
Score: -10219267.000000 Penalty: 5622.139160
	Iteration 79Q: 3 clusters Score -1.021927e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 79449 members 
Entering Unmasked Estep 
Score: -10219350.000000 Penalty: 5622.139160
	Iteration 80F: 3 clusters Score -1.021935e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 79694 members 
Entering Unmasked Estep 
Score: -10219426.000000 Penalty: 5622.139160
	Iteration 81Q: 3 clusters Score -1.021943e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 79896 members 
Entering Unmasked Estep 
Score: -10219488.000000 Penalty: 5622.139160
	Iteration 82Q: 3 clusters Score -1.021949e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 80084 members 
Entering Unmasked Estep 
Score: -10219520.000000 Penalty: 5622.139160
	Iteration 83Q: 3 clusters Score -1.021952e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 80245 members 
Entering Unmasked Estep 
Score: -10219559.000000 Penalty: 5622.139160
	Iteration 84Q: 3 clusters Score -1.021956e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 80394 members 
Entering Unmasked Estep 
Score: -10219587.000000 Penalty: 5622.139160
	Iteration 85Q: 3 clusters Score -1.021959e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 80501 members 
Entering Unmasked Estep 
Score: -10219637.000000 Penalty: 5622.139160
	Iteration 86Q: 3 clusters Score -1.021964e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 80610 members 
Entering Unmasked Estep 
Score: -10219651.000000 Penalty: 5622.139160
	Iteration 87Q: 3 clusters Score -1.021965e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 80718 members 
Entering Unmasked Estep 
Score: -10219670.000000 Penalty: 5622.139160
	Iteration 88Q: 3 clusters Score -1.021967e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 80821 members 
Entering Unmasked Estep 
Score: -10219685.000000 Penalty: 5622.139160
	Iteration 89Q: 3 clusters Score -1.021968e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 80899 members 
Entering Unmasked Estep 
Score: -10219740.000000 Penalty: 5622.139160
	Iteration 90Q: 3 clusters Score -1.021974e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 80988 members 
Entering Unmasked Estep 
Score: -10219768.000000 Penalty: 5622.139160
	Iteration 91Q: 3 clusters Score -1.021977e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 81056 members 
Entering Unmasked Estep 
Score: -10219764.000000 Penalty: 5622.139160
	Iteration 92Q: 3 clusters Score -1.021976e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 81117 members 
Entering Unmasked Estep 
Score: -10219787.000000 Penalty: 5622.139160
	Iteration 93Q: 3 clusters Score -1.021979e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 81174 members 
Entering Unmasked Estep 
Score: -10219810.000000 Penalty: 5622.139160
	Iteration 94Q: 3 clusters Score -1.021981e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 81233 members 
Entering Unmasked Estep 
Score: -10219866.000000 Penalty: 5622.139160
	Iteration 95Q: 3 clusters Score -1.021987e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 81292 members 
Entering Unmasked Estep 
Score: -10219866.000000 Penalty: 5622.139160
	Iteration 96Q: 3 clusters Score -1.021987e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 81346 members 
Entering Unmasked Estep 
Score: -10219864.000000 Penalty: 5622.139160
	Iteration 97Q: 3 clusters Score -1.021986e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 81397 members 
Entering Unmasked Estep 
Score: -10219888.000000 Penalty: 5622.139160
	Iteration 98Q: 3 clusters Score -1.021989e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 81447 members 
Entering Unmasked Estep 
Score: -10219880.000000 Penalty: 5622.139160
	Iteration 99Q: 3 clusters Score -1.021988e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 81500 members 
Entering Unmasked Estep 
Score: -10219902.000000 Penalty: 5622.139160
	Iteration 100F: 3 clusters Score -1.02199e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 81533 members 
Entering Unmasked Estep 
Score: -10219904.000000 Penalty: 5622.139160
	Iteration 101Q: 3 clusters Score -1.02199e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 81562 members 
Entering Unmasked Estep 
Score: -10219910.000000 Penalty: 5622.139160
	Iteration 102Q: 3 clusters Score -1.021991e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 81586 members 
Entering Unmasked Estep 
Score: -10219928.000000 Penalty: 5622.139160
	Iteration 103Q: 3 clusters Score -1.021993e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 81599 members 
Entering Unmasked Estep 
Score: -10219944.000000 Penalty: 5622.139160
	Iteration 104Q: 3 clusters Score -1.021994e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 81617 members 
Entering Unmasked Estep 
Score: -10219940.000000 Penalty: 5622.139160
	Iteration 105Q: 3 clusters Score -1.021994e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 81635 members 
Entering Unmasked Estep 
Score: -10219939.000000 Penalty: 5622.139160
	Iteration 106Q: 3 clusters Score -1.021994e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 81650 members 
Entering Unmasked Estep 
Score: -10219927.000000 Penalty: 5622.139160
	Iteration 107Q: 3 clusters Score -1.021993e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 81660 members 
Entering Unmasked Estep 
Score: -10219939.000000 Penalty: 5622.139160
	Iteration 108Q: 3 clusters Score -1.021994e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 81670 members 
Entering Unmasked Estep 
Score: -10219941.000000 Penalty: 5622.139160
	Iteration 109Q: 3 clusters Score -1.021994e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 81679 members 
Entering Unmasked Estep 
Score: -10219950.000000 Penalty: 5622.139160
	Iteration 110Q: 3 clusters Score -1.021995e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 81686 members 
Entering Unmasked Estep 
Score: -10219958.000000 Penalty: 5622.139160
	Iteration 111Q: 3 clusters Score -1.021996e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 81694 members 
Entering Unmasked Estep 
Score: -10219966.000000 Penalty: 5622.139160
	Iteration 112Q: 3 clusters Score -1.021997e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 81703 members 
Entering Unmasked Estep 
Score: -10219971.000000 Penalty: 5622.139160
	Iteration 113Q: 3 clusters Score -1.021997e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 81707 members 
Entering Unmasked Estep 
Score: -10219982.000000 Penalty: 5622.139160
	Iteration 114Q: 3 clusters Score -1.021998e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 81708 members 
Entering Unmasked Estep 
Score: -10219975.000000 Penalty: 5622.139160
	Iteration 115Q: 3 clusters Score -1.021998e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 81710 members 
Entering Unmasked Estep 
Score: -10219986.000000 Penalty: 5622.139160
	Iteration 116Q: 3 clusters Score -1.021999e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 81711 members 
Entering Unmasked Estep 
Score: -10219980.000000 Penalty: 5622.139160
	Iteration 117Q: 3 clusters Score -1.021998e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 81712 members 
Entering Unmasked Estep 
Score: -10219976.000000 Penalty: 5622.139160
	Iteration 118Q: 3 clusters Score -1.021998e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 81714 members 
Entering Unmasked Estep 
Score: -10219974.000000 Penalty: 5622.139160
	Iteration 119Q: 3 clusters Score -1.021997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 81716 members 
Entering Unmasked Estep 
Score: -10219980.000000 Penalty: 5622.139160
	Iteration 120F: 3 clusters Score -1.021998e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 81721 members 
Entering Unmasked Estep 
Score: -10219988.000000 Penalty: 5622.139160
	Iteration 121Q: 3 clusters Score -1.021999e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 81724 members 
Entering Unmasked Estep 
Score: -10219990.000000 Penalty: 5622.139160
	Iteration 122Q: 3 clusters Score -1.021999e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 81729 members 
Entering Unmasked Estep 
Score: -10219979.000000 Penalty: 5622.139160
	Iteration 123Q: 3 clusters Score -1.021998e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 81735 members 
Entering Unmasked Estep 
Score: -10219983.000000 Penalty: 5622.139160
	Iteration 124Q: 3 clusters Score -1.021998e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 81743 members 
Entering Unmasked Estep 
Score: -10219983.000000 Penalty: 5622.139160
	Iteration 125Q: 3 clusters Score -1.021998e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 81753 members 
Entering Unmasked Estep 
Score: -10219976.000000 Penalty: 5622.139160
	Iteration 126Q: 3 clusters Score -1.021998e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 81759 members 
Entering Unmasked Estep 
Score: -10219980.000000 Penalty: 5622.139160
	Iteration 127Q: 3 clusters Score -1.021998e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 81765 members 
Entering Unmasked Estep 
Score: -10219979.000000 Penalty: 5622.139160
	Iteration 128Q: 3 clusters Score -1.021998e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 81772 members 
Entering Unmasked Estep 
Score: -10219967.000000 Penalty: 5622.139160
	Iteration 129Q: 3 clusters Score -1.021997e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 81778 members 
Entering Unmasked Estep 
Score: -10219973.000000 Penalty: 5622.139160
	Iteration 130Q: 3 clusters Score -1.021997e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 81788 members 
Entering Unmasked Estep 
Score: -10219967.000000 Penalty: 5622.139160
	Iteration 131Q: 3 clusters Score -1.021997e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 81793 members 
Entering Unmasked Estep 
Score: -10219965.000000 Penalty: 5622.139160
	Iteration 132Q: 3 clusters Score -1.021996e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 81797 members 
Entering Unmasked Estep 
Score: -10219963.000000 Penalty: 5622.139160
	Iteration 133Q: 3 clusters Score -1.021996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 81800 members 
Entering Unmasked Estep 
Score: -10219962.000000 Penalty: 5622.139160
	Iteration 134Q: 3 clusters Score -1.021996e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 81804 members 
Entering Unmasked Estep 
Score: -10219960.000000 Penalty: 5622.139160
	Iteration 135Q: 3 clusters Score -1.021996e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 81810 members 
Entering Unmasked Estep 
Score: -10219978.000000 Penalty: 5622.139160
	Iteration 136Q: 3 clusters Score -1.021998e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 81820 members 
Entering Unmasked Estep 
Score: -10219976.000000 Penalty: 5622.139160
	Iteration 137Q: 3 clusters Score -1.021998e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 81823 members 
Entering Unmasked Estep 
Score: -10219981.000000 Penalty: 5622.139160
	Iteration 138Q: 3 clusters Score -1.021998e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 81825 members 
Entering Unmasked Estep 
Score: -10219994.000000 Penalty: 5622.139160
	Iteration 139Q: 3 clusters Score -1.021999e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 81828 members 
Entering Unmasked Estep 
Score: -10219991.000000 Penalty: 5622.139160
	Iteration 140F: 3 clusters Score -1.021999e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 81835 members 
Entering Unmasked Estep 
Score: -10219993.000000 Penalty: 5622.139160
	Iteration 141Q: 3 clusters Score -1.021999e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 81840 members 
Entering Unmasked Estep 
Score: -10219996.000000 Penalty: 5622.139160
	Iteration 142Q: 3 clusters Score -1.022e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 81843 members 
Entering Unmasked Estep 
Score: -10219994.000000 Penalty: 5622.139160
	Iteration 143Q: 3 clusters Score -1.021999e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 81847 members 
Entering Unmasked Estep 
Score: -10219994.000000 Penalty: 5622.139160
	Iteration 144Q: 3 clusters Score -1.021999e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 81850 members 
Entering Unmasked Estep 
Score: -10219997.000000 Penalty: 5622.139160
	Iteration 145Q: 3 clusters Score -1.022e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 81851 members 
Entering Unmasked Estep 
Score: -10219991.000000 Penalty: 5622.139160
	Iteration 146Q: 3 clusters Score -1.021999e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 81852 members 
Entering Unmasked Estep 
Score: -10219993.000000 Penalty: 5622.139160
	Iteration 147Q: 3 clusters Score -1.021999e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 81852 members 
Entering Unmasked Estep 
Score: -10219993.000000 Penalty: 5622.139160
	Iteration 148F: 3 clusters Score -1.021999e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (31795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Entering Unmasked Estep 
Score: -3881943.750000 Penalty: 2571.031982
	Iteration 0F: 2 clusters Score -3881944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -3860286.750000 Penalty: 5142.063965
	Iteration 0F: 3 clusters Score -3860287 nChanged 14306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -3868020.750000 Penalty: 5142.063965
	Iteration 1F: 3 clusters Score -3868021 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -3868494.500000 Penalty: 5142.063965
	Iteration 2Q: 3 clusters Score -3868494 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -3868910.000000 Penalty: 5142.063965
	Iteration 3Q: 3 clusters Score -3868910 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -3869357.500000 Penalty: 5142.063965
	Iteration 4Q: 3 clusters Score -3869358 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -3869915.000000 Penalty: 5142.063965
	Iteration 5Q: 3 clusters Score -3869915 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -3870564.750000 Penalty: 5142.063965
	Iteration 6Q: 3 clusters Score -3870565 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -3871398.250000 Penalty: 5142.063965
	Iteration 7F: 3 clusters Score -3871398 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -3872344.750000 Penalty: 5142.063965
	Iteration 8F: 3 clusters Score -3872345 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -3873343.500000 Penalty: 5142.063965
	Iteration 9F: 3 clusters Score -3873344 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -3874271.250000 Penalty: 5142.063965
	Iteration 10F: 3 clusters Score -3874271 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -3875130.250000 Penalty: 5142.063965
	Iteration 11Q: 3 clusters Score -3875130 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -3875916.250000 Penalty: 5142.063965
	Iteration 12Q: 3 clusters Score -3875916 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -3876601.250000 Penalty: 5142.063965
	Iteration 13Q: 3 clusters Score -3876601 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -3877191.500000 Penalty: 5142.063965
	Iteration 14Q: 3 clusters Score -3877192 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -3877643.750000 Penalty: 5142.063965
	Iteration 15Q: 3 clusters Score -3877644 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -3877936.750000 Penalty: 5142.063965
	Iteration 16Q: 3 clusters Score -3877937 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -3878124.500000 Penalty: 5142.063965
	Iteration 17Q: 3 clusters Score -3878124 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -3878248.000000 Penalty: 5142.063965
	Iteration 18Q: 3 clusters Score -3878248 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -3878341.750000 Penalty: 5142.063965
	Iteration 19Q: 3 clusters Score -3878342 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -3878407.750000 Penalty: 5142.063965
	Iteration 20F: 3 clusters Score -3878408 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -3878486.500000 Penalty: 5142.063965
	Iteration 21Q: 3 clusters Score -3878486 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -3878576.250000 Penalty: 5142.063965
	Iteration 22Q: 3 clusters Score -3878576 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -3878636.000000 Penalty: 5142.063965
	Iteration 23Q: 3 clusters Score -3878636 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -3878719.000000 Penalty: 5142.063965
	Iteration 24Q: 3 clusters Score -3878719 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -3878801.250000 Penalty: 5142.063965
	Iteration 25Q: 3 clusters Score -3878801 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -3878881.000000 Penalty: 5142.063965
	Iteration 26Q: 3 clusters Score -3878881 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -3878941.500000 Penalty: 5142.063965
	Iteration 27Q: 3 clusters Score -3878942 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -3879031.500000 Penalty: 5142.063965
	Iteration 28Q: 3 clusters Score -3879032 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 26468 members 
Entering Unmasked Estep 
Score: -3879120.750000 Penalty: 5142.063965
	Iteration 29Q: 3 clusters Score -3879121 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 26740 members 
Entering Unmasked Estep 
Score: -3879184.500000 Penalty: 5142.063965
	Iteration 30Q: 3 clusters Score -3879184 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -3879243.250000 Penalty: 5142.063965
	Iteration 31Q: 3 clusters Score -3879243 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -3879309.000000 Penalty: 5142.063965
	Iteration 32Q: 3 clusters Score -3879309 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -3879372.500000 Penalty: 5142.063965
	Iteration 33Q: 3 clusters Score -3879372 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -3879419.750000 Penalty: 5142.063965
	Iteration 34Q: 3 clusters Score -3879420 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -3879469.750000 Penalty: 5142.063965
	Iteration 35Q: 3 clusters Score -3879470 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -3879514.250000 Penalty: 5142.063965
	Iteration 36Q: 3 clusters Score -3879514 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -3879577.750000 Penalty: 5142.063965
	Iteration 37Q: 3 clusters Score -3879578 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -3879615.000000 Penalty: 5142.063965
	Iteration 38Q: 3 clusters Score -3879615 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -3879629.500000 Penalty: 5142.063965
	Iteration 39Q: 3 clusters Score -3879630 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 28435 members 
Entering Unmasked Estep 
Score: -3879640.750000 Penalty: 5142.063965
	Iteration 40F: 3 clusters Score -3879641 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 28544 members 
Entering Unmasked Estep 
Score: -3879674.250000 Penalty: 5142.063965
	Iteration 41Q: 3 clusters Score -3879674 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -3879704.000000 Penalty: 5142.063965
	Iteration 42Q: 3 clusters Score -3879704 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 28742 members 
Entering Unmasked Estep 
Score: -3879734.000000 Penalty: 5142.063965
	Iteration 43Q: 3 clusters Score -3879734 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -3879756.000000 Penalty: 5142.063965
	Iteration 44Q: 3 clusters Score -3879756 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 28926 members 
Entering Unmasked Estep 
Score: -3879787.750000 Penalty: 5142.063965
	Iteration 45Q: 3 clusters Score -3879788 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -3879800.000000 Penalty: 5142.063965
	Iteration 46Q: 3 clusters Score -3879800 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 29066 members 
Entering Unmasked Estep 
Score: -3879838.500000 Penalty: 5142.063965
	Iteration 47Q: 3 clusters Score -3879838 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 29147 members 
Entering Unmasked Estep 
Score: -3879856.750000 Penalty: 5142.063965
	Iteration 48Q: 3 clusters Score -3879857 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -3879892.000000 Penalty: 5142.063965
	Iteration 49Q: 3 clusters Score -3879892 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -3879902.750000 Penalty: 5142.063965
	Iteration 50Q: 3 clusters Score -3879903 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 29346 members 
Entering Unmasked Estep 
Score: -3879919.000000 Penalty: 5142.063965
	Iteration 51Q: 3 clusters Score -3879919 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 29401 members 
Entering Unmasked Estep 
Score: -3879939.500000 Penalty: 5142.063965
	Iteration 52Q: 3 clusters Score -3879940 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -3879950.750000 Penalty: 5142.063965
	Iteration 53Q: 3 clusters Score -3879951 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 29488 members 
Entering Unmasked Estep 
Score: -3879951.750000 Penalty: 5142.063965
	Iteration 54Q: 3 clusters Score -3879952 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 29528 members 
Entering Unmasked Estep 
Score: -3879950.000000 Penalty: 5142.063965
	Iteration 55Q: 3 clusters Score -3879950 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 29564 members 
Entering Unmasked Estep 
Score: -3879951.250000 Penalty: 5142.063965
	Iteration 56Q: 3 clusters Score -3879951 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -3879949.750000 Penalty: 5142.063965
	Iteration 57Q: 3 clusters Score -3879950 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -3879959.750000 Penalty: 5142.063965
	Iteration 58Q: 3 clusters Score -3879960 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 29644 members 
Entering Unmasked Estep 
Score: -3879962.250000 Penalty: 5142.063965
	Iteration 59Q: 3 clusters Score -3879962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -3879962.500000 Penalty: 5142.063965
	Iteration 60F: 3 clusters Score -3879962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -3879966.500000 Penalty: 5142.063965
	Iteration 61Q: 3 clusters Score -3879966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 29682 members 
Entering Unmasked Estep 
Score: -3879961.000000 Penalty: 5142.063965
	Iteration 62Q: 3 clusters Score -3879961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -3879965.750000 Penalty: 5142.063965
	Iteration 63Q: 3 clusters Score -3879966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 29691 members 
Entering Unmasked Estep 
Score: -3879967.500000 Penalty: 5142.063965
	Iteration 64Q: 3 clusters Score -3879968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 29693 members 
Entering Unmasked Estep 
Score: -3879968.000000 Penalty: 5142.063965
	Iteration 65Q: 3 clusters Score -3879968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 29695 members 
Entering Unmasked Estep 
Score: -3879965.500000 Penalty: 5142.063965
	Iteration 66Q: 3 clusters Score -3879966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 29698 members 
Entering Unmasked Estep 
Score: -3879967.750000 Penalty: 5142.063965
	Iteration 67Q: 3 clusters Score -3879968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -3879966.500000 Penalty: 5142.063965
	Iteration 68Q: 3 clusters Score -3879966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 29705 members 
Entering Unmasked Estep 
Score: -3879968.250000 Penalty: 5142.063965
	Iteration 69Q: 3 clusters Score -3879968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 29714 members 
Entering Unmasked Estep 
Score: -3879968.000000 Penalty: 5142.063965
	Iteration 70Q: 3 clusters Score -3879968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -3879979.000000 Penalty: 5142.063965
	Iteration 71Q: 3 clusters Score -3879979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 29735 members 
Entering Unmasked Estep 
Score: -3879979.000000 Penalty: 5142.063965
	Iteration 72Q: 3 clusters Score -3879979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 29743 members 
Entering Unmasked Estep 
Score: -3879973.250000 Penalty: 5142.063965
	Iteration 73Q: 3 clusters Score -3879973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 29747 members 
Entering Unmasked Estep 
Score: -3879976.000000 Penalty: 5142.063965
	Iteration 74Q: 3 clusters Score -3879976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 29750 members 
Entering Unmasked Estep 
Score: -3879977.500000 Penalty: 5142.063965
	Iteration 75Q: 3 clusters Score -3879978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -3879980.750000 Penalty: 5142.063965
	Iteration 76Q: 3 clusters Score -3879981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -3879984.000000 Penalty: 5142.063965
	Iteration 77Q: 3 clusters Score -3879984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -3879980.750000 Penalty: 5142.063965
	Iteration 78Q: 3 clusters Score -3879981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 29760 members 
Entering Unmasked Estep 
Score: -3879976.750000 Penalty: 5142.063965
	Iteration 79Q: 3 clusters Score -3879977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
Score: -3879979.250000 Penalty: 5142.063965
	Iteration 80F: 3 clusters Score -3879979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Entering Unmasked Estep 
Score: -624552.187500 Penalty: 2128.021484
	Iteration 0F: 2 clusters Score -624552.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -619834.500000 Penalty: 4256.042969
	Iteration 0F: 3 clusters Score -619834.5 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -621061.312500 Penalty: 4256.042969
	Iteration 1F: 3 clusters Score -621061.3 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -621418.812500 Penalty: 4256.042969
	Iteration 2F: 3 clusters Score -621418.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -621688.125000 Penalty: 4256.042969
	Iteration 3F: 3 clusters Score -621688.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -621918.312500 Penalty: 4256.042969
	Iteration 4F: 3 clusters Score -621918.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -622103.500000 Penalty: 4256.042969
	Iteration 5Q: 3 clusters Score -622103.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -622234.000000 Penalty: 4256.042969
	Iteration 6Q: 3 clusters Score -622234 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -622327.125000 Penalty: 4256.042969
	Iteration 7Q: 3 clusters Score -622327.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -622436.687500 Penalty: 4256.042969
	Iteration 8Q: 3 clusters Score -622436.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -622543.062500 Penalty: 4256.042969
	Iteration 9Q: 3 clusters Score -622543.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -622629.187500 Penalty: 4256.042969
	Iteration 10Q: 3 clusters Score -622629.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -622701.937500 Penalty: 4256.042969
	Iteration 11Q: 3 clusters Score -622701.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -622766.875000 Penalty: 4256.042969
	Iteration 12Q: 3 clusters Score -622766.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -622826.250000 Penalty: 4256.042969
	Iteration 13Q: 3 clusters Score -622826.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -622871.625000 Penalty: 4256.042969
	Iteration 14Q: 3 clusters Score -622871.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -622910.312500 Penalty: 4256.042969
	Iteration 15Q: 3 clusters Score -622910.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -622944.187500 Penalty: 4256.042969
	Iteration 16Q: 3 clusters Score -622944.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -622976.937500 Penalty: 4256.042969
	Iteration 17Q: 3 clusters Score -622976.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -623002.687500 Penalty: 4256.042969
	Iteration 18Q: 3 clusters Score -623002.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -623021.812500 Penalty: 4256.042969
	Iteration 19Q: 3 clusters Score -623021.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -623037.937500 Penalty: 4256.042969
	Iteration 20F: 3 clusters Score -623037.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -623060.062500 Penalty: 4256.042969
	Iteration 21Q: 3 clusters Score -623060.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -623076.125000 Penalty: 4256.042969
	Iteration 22Q: 3 clusters Score -623076.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -623087.937500 Penalty: 4256.042969
	Iteration 23Q: 3 clusters Score -623087.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -623092.812500 Penalty: 4256.042969
	Iteration 24Q: 3 clusters Score -623092.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -623095.687500 Penalty: 4256.042969
	Iteration 25Q: 3 clusters Score -623095.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -623097.250000 Penalty: 4256.042969
	Iteration 26Q: 3 clusters Score -623097.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -623101.437500 Penalty: 4256.042969
	Iteration 27Q: 3 clusters Score -623101.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -623106.937500 Penalty: 4256.042969
	Iteration 28Q: 3 clusters Score -623106.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -623114.187500 Penalty: 4256.042969
	Iteration 29Q: 3 clusters Score -623114.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -623118.625000 Penalty: 4256.042969
	Iteration 30Q: 3 clusters Score -623118.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -623123.312500 Penalty: 4256.042969
	Iteration 31Q: 3 clusters Score -623123.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -623127.625000 Penalty: 4256.042969
	Iteration 32Q: 3 clusters Score -623127.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -623133.625000 Penalty: 4256.042969
	Iteration 33Q: 3 clusters Score -623133.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -623140.750000 Penalty: 4256.042969
	Iteration 34Q: 3 clusters Score -623140.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -623145.625000 Penalty: 4256.042969
	Iteration 35Q: 3 clusters Score -623145.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -623151.625000 Penalty: 4256.042969
	Iteration 36Q: 3 clusters Score -623151.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -623156.687500 Penalty: 4256.042969
	Iteration 37Q: 3 clusters Score -623156.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -623158.687500 Penalty: 4256.042969
	Iteration 38Q: 3 clusters Score -623158.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -623161.437500 Penalty: 4256.042969
	Iteration 39Q: 3 clusters Score -623161.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -623163.562500 Penalty: 4256.042969
	Iteration 40F: 3 clusters Score -623163.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -623164.937500 Penalty: 4256.042969
	Iteration 41Q: 3 clusters Score -623164.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -623168.000000 Penalty: 4256.042969
	Iteration 42Q: 3 clusters Score -623168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -623169.750000 Penalty: 4256.042969
	Iteration 43Q: 3 clusters Score -623169.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -623168.687500 Penalty: 4256.042969
	Iteration 44Q: 3 clusters Score -623168.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -623170.062500 Penalty: 4256.042969
	Iteration 45Q: 3 clusters Score -623170.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -623170.062500 Penalty: 4256.042969
	Iteration 46F: 3 clusters Score -623170.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Entering Unmasked Estep 
Score: -758236.125000 Penalty: 2172.397705
	Iteration 0F: 2 clusters Score -758236.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -752805.375000 Penalty: 4344.795410
	Iteration 0F: 3 clusters Score -752805.4 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -754219.125000 Penalty: 4344.795410
	Iteration 1F: 3 clusters Score -754219.1 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -754504.250000 Penalty: 4344.795410
	Iteration 2F: 3 clusters Score -754504.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -754709.750000 Penalty: 4344.795410
	Iteration 3F: 3 clusters Score -754709.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -754847.500000 Penalty: 4344.795410
	Iteration 4Q: 3 clusters Score -754847.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -754951.250000 Penalty: 4344.795410
	Iteration 5Q: 3 clusters Score -754951.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -755054.437500 Penalty: 4344.795410
	Iteration 6Q: 3 clusters Score -755054.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -755163.875000 Penalty: 4344.795410
	Iteration 7Q: 3 clusters Score -755163.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -755276.250000 Penalty: 4344.795410
	Iteration 8Q: 3 clusters Score -755276.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -755401.687500 Penalty: 4344.795410
	Iteration 9Q: 3 clusters Score -755401.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -755518.750000 Penalty: 4344.795410
	Iteration 10Q: 3 clusters Score -755518.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -755625.250000 Penalty: 4344.795410
	Iteration 11Q: 3 clusters Score -755625.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -755729.500000 Penalty: 4344.795410
	Iteration 12Q: 3 clusters Score -755729.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -755810.437500 Penalty: 4344.795410
	Iteration 13Q: 3 clusters Score -755810.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -755886.375000 Penalty: 4344.795410
	Iteration 14Q: 3 clusters Score -755886.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -755946.562500 Penalty: 4344.795410
	Iteration 15Q: 3 clusters Score -755946.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -755997.250000 Penalty: 4344.795410
	Iteration 16Q: 3 clusters Score -755997.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -756052.750000 Penalty: 4344.795410
	Iteration 17Q: 3 clusters Score -756052.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -756107.000000 Penalty: 4344.795410
	Iteration 18Q: 3 clusters Score -756107 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -756142.437500 Penalty: 4344.795410
	Iteration 19Q: 3 clusters Score -756142.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -756167.250000 Penalty: 4344.795410
	Iteration 20F: 3 clusters Score -756167.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -756193.062500 Penalty: 4344.795410
	Iteration 21Q: 3 clusters Score -756193.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -756221.375000 Penalty: 4344.795410
	Iteration 22Q: 3 clusters Score -756221.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -756248.500000 Penalty: 4344.795410
	Iteration 23Q: 3 clusters Score -756248.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -756271.312500 Penalty: 4344.795410
	Iteration 24Q: 3 clusters Score -756271.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -756294.250000 Penalty: 4344.795410
	Iteration 25Q: 3 clusters Score -756294.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -756316.750000 Penalty: 4344.795410
	Iteration 26Q: 3 clusters Score -756316.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -756338.125000 Penalty: 4344.795410
	Iteration 27Q: 3 clusters Score -756338.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -756362.625000 Penalty: 4344.795410
	Iteration 28Q: 3 clusters Score -756362.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -756373.562500 Penalty: 4344.795410
	Iteration 29Q: 3 clusters Score -756373.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -756382.375000 Penalty: 4344.795410
	Iteration 30Q: 3 clusters Score -756382.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -756393.000000 Penalty: 4344.795410
	Iteration 31Q: 3 clusters Score -756393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -756397.687500 Penalty: 4344.795410
	Iteration 32Q: 3 clusters Score -756397.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -756410.312500 Penalty: 4344.795410
	Iteration 33Q: 3 clusters Score -756410.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -756414.437500 Penalty: 4344.795410
	Iteration 34Q: 3 clusters Score -756414.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -756417.312500 Penalty: 4344.795410
	Iteration 35Q: 3 clusters Score -756417.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -756419.250000 Penalty: 4344.795410
	Iteration 36Q: 3 clusters Score -756419.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -756420.812500 Penalty: 4344.795410
	Iteration 37Q: 3 clusters Score -756420.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -756425.125000 Penalty: 4344.795410
	Iteration 38Q: 3 clusters Score -756425.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -756428.125000 Penalty: 4344.795410
	Iteration 39Q: 3 clusters Score -756428.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -756433.000000 Penalty: 4344.795410
	Iteration 40F: 3 clusters Score -756433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -756435.750000 Penalty: 4344.795410
	Iteration 41Q: 3 clusters Score -756435.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -756439.562500 Penalty: 4344.795410
	Iteration 42Q: 3 clusters Score -756439.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -756443.125000 Penalty: 4344.795410
	Iteration 43Q: 3 clusters Score -756443.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -756444.687500 Penalty: 4344.795410
	Iteration 44Q: 3 clusters Score -756444.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -756446.750000 Penalty: 4344.795410
	Iteration 45Q: 3 clusters Score -756446.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -756449.000000 Penalty: 4344.795410
	Iteration 46Q: 3 clusters Score -756449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -756449.000000 Penalty: 4344.795410
	Iteration 47Q: 3 clusters Score -756449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -756448.250000 Penalty: 4344.795410
	Iteration 48Q: 3 clusters Score -756448.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -756450.312500 Penalty: 4344.795410
	Iteration 49Q: 3 clusters Score -756450.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -756452.187500 Penalty: 4344.795410
	Iteration 50Q: 3 clusters Score -756452.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -756450.937500 Penalty: 4344.795410
	Iteration 51Q: 3 clusters Score -756450.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -756450.937500 Penalty: 4344.795410
	Iteration 52F: 3 clusters Score -756450.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (55473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55473 members 
Entering Unmasked Estep 
Score: -6780922.500000 Penalty: 2709.065674
	Iteration 0F: 2 clusters Score -6780922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -6743515.500000 Penalty: 5418.131348
	Iteration 0F: 3 clusters Score -6743516 nChanged 25640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -6758452.000000 Penalty: 5418.131348
	Iteration 1F: 3 clusters Score -6758452 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
Score: -6759196.000000 Penalty: 5418.131348
	Iteration 2Q: 3 clusters Score -6759196 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31577 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -6760123.000000 Penalty: 5418.131348
	Iteration 3Q: 3 clusters Score -6760123 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33575 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -6761410.000000 Penalty: 5418.131348
	Iteration 4F: 3 clusters Score -6761410 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -6763163.000000 Penalty: 5418.131348
	Iteration 5F: 3 clusters Score -6763163 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39126 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -6765391.500000 Penalty: 5418.131348
	Iteration 6F: 3 clusters Score -6765392 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42415 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -6767916.000000 Penalty: 5418.131348
	Iteration 7F: 3 clusters Score -6767916 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45580 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -6770416.500000 Penalty: 5418.131348
	Iteration 8F: 3 clusters Score -6770416 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48447 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -6772833.500000 Penalty: 5418.131348
	Iteration 9F: 3 clusters Score -6772834 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50777 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -6774921.000000 Penalty: 5418.131348
	Iteration 10Q: 3 clusters Score -6774921 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52436 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -6776369.500000 Penalty: 5418.131348
	Iteration 11Q: 3 clusters Score -6776370 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53426 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -6777289.500000 Penalty: 5418.131348
	Iteration 12Q: 3 clusters Score -6777290 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54011 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -6777790.000000 Penalty: 5418.131348
	Iteration 13Q: 3 clusters Score -6777790 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54337 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -6778046.500000 Penalty: 5418.131348
	Iteration 14Q: 3 clusters Score -6778046 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54526 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -6778220.000000 Penalty: 5418.131348
	Iteration 15Q: 3 clusters Score -6778220 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54653 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -6778312.000000 Penalty: 5418.131348
	Iteration 16Q: 3 clusters Score -6778312 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54729 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -6778379.000000 Penalty: 5418.131348
	Iteration 17Q: 3 clusters Score -6778379 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54787 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -6778430.000000 Penalty: 5418.131348
	Iteration 18Q: 3 clusters Score -6778430 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54822 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -6778476.500000 Penalty: 5418.131348
	Iteration 19Q: 3 clusters Score -6778476 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54844 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -6778493.000000 Penalty: 5418.131348
	Iteration 20F: 3 clusters Score -6778493 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54859 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -6778494.000000 Penalty: 5418.131348
	Iteration 21Q: 3 clusters Score -6778494 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54873 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -6778513.500000 Penalty: 5418.131348
	Iteration 22Q: 3 clusters Score -6778514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54887 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -6778524.000000 Penalty: 5418.131348
	Iteration 23Q: 3 clusters Score -6778524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54898 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -6778534.500000 Penalty: 5418.131348
	Iteration 24Q: 3 clusters Score -6778534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54903 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -6778540.000000 Penalty: 5418.131348
	Iteration 25Q: 3 clusters Score -6778540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54904 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -6778536.000000 Penalty: 5418.131348
	Iteration 26Q: 3 clusters Score -6778536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54906 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -6778534.000000 Penalty: 5418.131348
	Iteration 27Q: 3 clusters Score -6778534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54907 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -6778538.500000 Penalty: 5418.131348
	Iteration 28Q: 3 clusters Score -6778538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54907 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -6778538.500000 Penalty: 5418.131348
	Iteration 29F: 3 clusters Score -6778538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (26667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Entering Unmasked Estep 
Score: -3255765.000000 Penalty: 2527.413086
	Iteration 0F: 2 clusters Score -3255765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -3237322.500000 Penalty: 5054.826172
	Iteration 0F: 3 clusters Score -3237322 nChanged 11981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -3244315.750000 Penalty: 5054.826172
	Iteration 1F: 3 clusters Score -3244316 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -3245459.250000 Penalty: 5054.826172
	Iteration 2F: 3 clusters Score -3245459 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -3246774.500000 Penalty: 5054.826172
	Iteration 3F: 3 clusters Score -3246774 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -3248043.750000 Penalty: 5054.826172
	Iteration 4F: 3 clusters Score -3248044 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -3249195.250000 Penalty: 5054.826172
	Iteration 5F: 3 clusters Score -3249195 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -3250243.500000 Penalty: 5054.826172
	Iteration 6F: 3 clusters Score -3250244 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -3251035.500000 Penalty: 5054.826172
	Iteration 7F: 3 clusters Score -3251036 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -3251677.250000 Penalty: 5054.826172
	Iteration 8Q: 3 clusters Score -3251677 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -3252174.500000 Penalty: 5054.826172
	Iteration 9Q: 3 clusters Score -3252174 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -3252641.500000 Penalty: 5054.826172
	Iteration 10Q: 3 clusters Score -3252642 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -3253115.750000 Penalty: 5054.826172
	Iteration 11Q: 3 clusters Score -3253116 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -3253523.750000 Penalty: 5054.826172
	Iteration 12Q: 3 clusters Score -3253524 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -3253891.500000 Penalty: 5054.826172
	Iteration 13Q: 3 clusters Score -3253892 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -3254190.000000 Penalty: 5054.826172
	Iteration 14Q: 3 clusters Score -3254190 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -3254442.250000 Penalty: 5054.826172
	Iteration 15Q: 3 clusters Score -3254442 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -3254652.750000 Penalty: 5054.826172
	Iteration 16Q: 3 clusters Score -3254653 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -3254816.500000 Penalty: 5054.826172
	Iteration 17Q: 3 clusters Score -3254816 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -3254938.750000 Penalty: 5054.826172
	Iteration 18Q: 3 clusters Score -3254939 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3255049.750000 Penalty: 5054.826172
	Iteration 19Q: 3 clusters Score -3255050 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -3255108.500000 Penalty: 5054.826172
	Iteration 20F: 3 clusters Score -3255108 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3255164.500000 Penalty: 5054.826172
	Iteration 21Q: 3 clusters Score -3255164 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3255213.500000 Penalty: 5054.826172
	Iteration 22Q: 3 clusters Score -3255214 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3255233.000000 Penalty: 5054.826172
	Iteration 23Q: 3 clusters Score -3255233 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3255258.250000 Penalty: 5054.826172
	Iteration 24Q: 3 clusters Score -3255258 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3255277.250000 Penalty: 5054.826172
	Iteration 25Q: 3 clusters Score -3255277 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3255292.250000 Penalty: 5054.826172
	Iteration 26Q: 3 clusters Score -3255292 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -3255303.750000 Penalty: 5054.826172
	Iteration 27Q: 3 clusters Score -3255304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3255309.750000 Penalty: 5054.826172
	Iteration 28Q: 3 clusters Score -3255310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3255312.500000 Penalty: 5054.826172
	Iteration 29Q: 3 clusters Score -3255312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3255308.250000 Penalty: 5054.826172
	Iteration 30Q: 3 clusters Score -3255308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3255314.250000 Penalty: 5054.826172
	Iteration 31Q: 3 clusters Score -3255314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3255318.500000 Penalty: 5054.826172
	Iteration 32Q: 3 clusters Score -3255318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3255318.250000 Penalty: 5054.826172
	Iteration 33Q: 3 clusters Score -3255318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3255318.750000 Penalty: 5054.826172
	Iteration 34Q: 3 clusters Score -3255319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3255323.250000 Penalty: 5054.826172
	Iteration 35Q: 3 clusters Score -3255323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3255325.000000 Penalty: 5054.826172
	Iteration 36Q: 3 clusters Score -3255325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3255324.250000 Penalty: 5054.826172
	Iteration 37Q: 3 clusters Score -3255324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3255334.750000 Penalty: 5054.826172
	Iteration 38Q: 3 clusters Score -3255335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3255334.250000 Penalty: 5054.826172
	Iteration 39Q: 3 clusters Score -3255334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3255334.500000 Penalty: 5054.826172
	Iteration 40F: 3 clusters Score -3255334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3255330.750000 Penalty: 5054.826172
	Iteration 41Q: 3 clusters Score -3255331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3255330.750000 Penalty: 5054.826172
	Iteration 42F: 3 clusters Score -3255331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Entering Unmasked Estep 
Score: -1793621.750000 Penalty: 2386.695801
	Iteration 0F: 2 clusters Score -1793622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1782622.000000 Penalty: 4773.391602
	Iteration 0F: 3 clusters Score -1782622 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1786013.875000 Penalty: 4773.391602
	Iteration 1F: 3 clusters Score -1786014 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1786410.000000 Penalty: 4773.391602
	Iteration 2F: 3 clusters Score -1786410 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1786765.125000 Penalty: 4773.391602
	Iteration 3F: 3 clusters Score -1786765 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1787106.000000 Penalty: 4773.391602
	Iteration 4Q: 3 clusters Score -1787106 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1787483.000000 Penalty: 4773.391602
	Iteration 5Q: 3 clusters Score -1787483 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1787977.375000 Penalty: 4773.391602
	Iteration 6F: 3 clusters Score -1787977 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1788581.375000 Penalty: 4773.391602
	Iteration 7F: 3 clusters Score -1788581 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1789286.125000 Penalty: 4773.391602
	Iteration 8F: 3 clusters Score -1789286 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1790002.125000 Penalty: 4773.391602
	Iteration 9F: 3 clusters Score -1790002 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1790576.000000 Penalty: 4773.391602
	Iteration 10Q: 3 clusters Score -1790576 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1790930.625000 Penalty: 4773.391602
	Iteration 11Q: 3 clusters Score -1790931 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1791208.000000 Penalty: 4773.391602
	Iteration 12Q: 3 clusters Score -1791208 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1791414.625000 Penalty: 4773.391602
	Iteration 13Q: 3 clusters Score -1791415 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1791543.875000 Penalty: 4773.391602
	Iteration 14Q: 3 clusters Score -1791544 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1791602.500000 Penalty: 4773.391602
	Iteration 15Q: 3 clusters Score -1791602 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1791640.750000 Penalty: 4773.391602
	Iteration 16Q: 3 clusters Score -1791641 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1791657.375000 Penalty: 4773.391602
	Iteration 17Q: 3 clusters Score -1791657 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1791670.375000 Penalty: 4773.391602
	Iteration 18Q: 3 clusters Score -1791670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1791681.000000 Penalty: 4773.391602
	Iteration 19Q: 3 clusters Score -1791681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1791688.625000 Penalty: 4773.391602
	Iteration 20F: 3 clusters Score -1791689 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1791693.500000 Penalty: 4773.391602
	Iteration 21Q: 3 clusters Score -1791694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1791700.500000 Penalty: 4773.391602
	Iteration 22Q: 3 clusters Score -1791700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1791702.125000 Penalty: 4773.391602
	Iteration 23Q: 3 clusters Score -1791702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1791705.750000 Penalty: 4773.391602
	Iteration 24Q: 3 clusters Score -1791706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1791710.250000 Penalty: 4773.391602
	Iteration 25Q: 3 clusters Score -1791710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1791713.500000 Penalty: 4773.391602
	Iteration 26Q: 3 clusters Score -1791714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1791714.375000 Penalty: 4773.391602
	Iteration 27Q: 3 clusters Score -1791714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1791714.375000 Penalty: 4773.391602
	Iteration 28F: 3 clusters Score -1791714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Entering Unmasked Estep 
Score: -1752168.750000 Penalty: 2391.343018
	Iteration 0F: 2 clusters Score -1752169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1741085.625000 Penalty: 4782.686035
	Iteration 0F: 3 clusters Score -1741086 nChanged 6667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1744987.250000 Penalty: 4782.686035
	Iteration 1F: 3 clusters Score -1744987 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1745750.375000 Penalty: 4782.686035
	Iteration 2F: 3 clusters Score -1745750 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1746566.750000 Penalty: 4782.686035
	Iteration 3F: 3 clusters Score -1746567 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1747570.375000 Penalty: 4782.686035
	Iteration 4F: 3 clusters Score -1747570 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1748615.875000 Penalty: 4782.686035
	Iteration 5F: 3 clusters Score -1748616 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1749497.625000 Penalty: 4782.686035
	Iteration 6F: 3 clusters Score -1749498 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1750174.875000 Penalty: 4782.686035
	Iteration 7F: 3 clusters Score -1750175 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1750720.750000 Penalty: 4782.686035
	Iteration 8Q: 3 clusters Score -1750721 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1751147.250000 Penalty: 4782.686035
	Iteration 9Q: 3 clusters Score -1751147 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1751456.625000 Penalty: 4782.686035
	Iteration 10Q: 3 clusters Score -1751457 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1751727.000000 Penalty: 4782.686035
	Iteration 11Q: 3 clusters Score -1751727 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1751920.625000 Penalty: 4782.686035
	Iteration 12Q: 3 clusters Score -1751921 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1752070.125000 Penalty: 4782.686035
	Iteration 13Q: 3 clusters Score -1752070 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1752190.375000 Penalty: 4782.686035
	Iteration 14Q: 3 clusters Score -1752190 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1752308.750000 Penalty: 4782.686035
	Iteration 15Q: 3 clusters Score -1752309 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1752409.875000 Penalty: 4782.686035
	Iteration 16Q: 3 clusters Score -1752410 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1752501.125000 Penalty: 4782.686035
	Iteration 17Q: 3 clusters Score -1752501 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1752568.750000 Penalty: 4782.686035
	Iteration 18Q: 3 clusters Score -1752569 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1752595.250000 Penalty: 4782.686035
	Iteration 19Q: 3 clusters Score -1752595 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1752619.125000 Penalty: 4782.686035
	Iteration 20F: 3 clusters Score -1752619 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1752644.625000 Penalty: 4782.686035
	Iteration 21Q: 3 clusters Score -1752645 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1752651.125000 Penalty: 4782.686035
	Iteration 22Q: 3 clusters Score -1752651 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1752653.250000 Penalty: 4782.686035
	Iteration 23Q: 3 clusters Score -1752653 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1752656.625000 Penalty: 4782.686035
	Iteration 24Q: 3 clusters Score -1752657 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1752658.875000 Penalty: 4782.686035
	Iteration 25Q: 3 clusters Score -1752659 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1752661.500000 Penalty: 4782.686035
	Iteration 26Q: 3 clusters Score -1752662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1752662.375000 Penalty: 4782.686035
	Iteration 27Q: 3 clusters Score -1752662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1752663.125000 Penalty: 4782.686035
	Iteration 28Q: 3 clusters Score -1752663 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1752665.750000 Penalty: 4782.686035
	Iteration 29Q: 3 clusters Score -1752666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1752669.375000 Penalty: 4782.686035
	Iteration 30Q: 3 clusters Score -1752669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1752671.250000 Penalty: 4782.686035
	Iteration 31Q: 3 clusters Score -1752671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1752669.125000 Penalty: 4782.686035
	Iteration 32Q: 3 clusters Score -1752669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1752670.750000 Penalty: 4782.686035
	Iteration 33Q: 3 clusters Score -1752671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1752669.125000 Penalty: 4782.686035
	Iteration 34Q: 3 clusters Score -1752669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1752669.125000 Penalty: 4782.686035
	Iteration 35F: 3 clusters Score -1752669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 169805 members 
Mstep: Class 2 contains 724 members 
Mstep: Class 3 contains 242982 members 
Mstep: Class 4 contains 32850 members 
Mstep: Class 5 contains 83697 members 
Mstep: Class 6 contains 31795 members 
Mstep: Class 7 contains 5328 members 
Mstep: Class 8 contains 6372 members 
Mstep: Class 9 contains 55473 members 
Mstep: Class 10 contains 26667 members 
Mstep: Class 11 contains 15120 members 
Mstep: Class 12 contains 9494 members 
Mstep: Class 13 contains 243842 members 
Mstep: Class 14 contains 12180 members 
Mstep: Class 15 contains 196629 members 
Mstep: Class 16 contains 14323 members 
Mstep: Class 17 contains 10480 members 
Mstep: Class 18 contains 7650 members 
Mstep: Class 19 contains 9047 members 
Mstep: Class 20 contains 17244 members 
Mstep: Class 21 contains 5092 members 
Mstep: Class 22 contains 320333 members 
Mstep: Class 23 contains 5329 members 
Mstep: Class 24 contains 2040 members 
Mstep: Class 25 contains 83318 members 
Mstep: Class 26 contains 8107 members 
Mstep: Class 27 contains 65235 members 
Mstep: Class 28 contains 66577 members 
Mstep: Class 29 contains 210420 members 
Mstep: Class 30 contains 9151 members 
Mstep: Class 31 contains 6376 members 
Mstep: Class 32 contains 10508 members 
Mstep: Class 33 contains 5912 members 
Entering Unmasked Estep 
Score: -235395136.000000 Penalty: 118698.507812
Splitting cluster 12 changes total score from -235396192.000000 to -235395136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (243842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243842 members 
Entering Unmasked Estep 
Score: -30111272.000000 Penalty: 3076.260498
	Iteration 0F: 2 clusters Score -3.011127e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121570 members 
Mstep: Class 2 contains 122272 members 
Entering Unmasked Estep 
Score: -29959764.000000 Penalty: 6152.520996
	Iteration 0F: 3 clusters Score -2.995976e+07 nChanged 118039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117609 members 
Mstep: Class 2 contains 126233 members 
Entering Unmasked Estep 
Score: -30029370.000000 Penalty: 6152.520996
	Iteration 1F: 3 clusters Score -3.002937e+07 nChanged 6516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114935 members 
Mstep: Class 2 contains 128907 members 
Entering Unmasked Estep 
Score: -30030594.000000 Penalty: 6152.520996
	Iteration 2Q: 3 clusters Score -3.003059e+07 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110733 members 
Mstep: Class 2 contains 133109 members 
Entering Unmasked Estep 
Score: -30032442.000000 Penalty: 6152.520996
	Iteration 3Q: 3 clusters Score -3.003244e+07 nChanged 8416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104223 members 
Mstep: Class 2 contains 139619 members 
Entering Unmasked Estep 
Score: -30035410.000000 Penalty: 6152.520996
	Iteration 4Q: 3 clusters Score -3.003541e+07 nChanged 10657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94390 members 
Mstep: Class 2 contains 149452 members 
Entering Unmasked Estep 
Score: -30040464.000000 Penalty: 6152.520996
	Iteration 5Q: 3 clusters Score -3.004046e+07 nChanged 14250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80376 members 
Mstep: Class 2 contains 163466 members 
Entering Unmasked Estep 
Score: -30048890.000000 Penalty: 6152.520996
	Iteration 6F: 3 clusters Score -3.004889e+07 nChanged 19048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61368 members 
Mstep: Class 2 contains 182474 members 
Entering Unmasked Estep 
Score: -30062182.000000 Penalty: 6152.520996
	Iteration 7F: 3 clusters Score -3.006218e+07 nChanged 21041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40347 members 
Mstep: Class 2 contains 203495 members 
Entering Unmasked Estep 
Score: -30077636.000000 Penalty: 6152.520996
	Iteration 8F: 3 clusters Score -3.007764e+07 nChanged 18152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 221643 members 
Entering Unmasked Estep 
Score: -30090846.000000 Penalty: 6152.520996
	Iteration 9F: 3 clusters Score -3.009085e+07 nChanged 11568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 233207 members 
Entering Unmasked Estep 
Score: -30099506.000000 Penalty: 6152.520996
	Iteration 10Q: 3 clusters Score -3.009951e+07 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 239088 members 
Entering Unmasked Estep 
Score: -30104320.000000 Penalty: 6152.520996
	Iteration 11Q: 3 clusters Score -3.010432e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 241625 members 
Entering Unmasked Estep 
Score: -30106458.000000 Penalty: 6152.520996
	Iteration 12Q: 3 clusters Score -3.010646e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 242633 members 
Entering Unmasked Estep 
Score: -30107474.000000 Penalty: 6152.520996
	Iteration 13Q: 3 clusters Score -3.010747e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 243043 members 
Entering Unmasked Estep 
Score: -30107868.000000 Penalty: 6152.520996
	Iteration 14Q: 3 clusters Score -3.010787e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 243225 members 
Entering Unmasked Estep 
Score: -30108132.000000 Penalty: 6152.520996
	Iteration 15Q: 3 clusters Score -3.010813e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 243315 members 
Entering Unmasked Estep 
Score: -30108240.000000 Penalty: 6152.520996
	Iteration 16Q: 3 clusters Score -3.010824e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 243344 members 
Entering Unmasked Estep 
Score: -30108294.000000 Penalty: 6152.520996
	Iteration 17Q: 3 clusters Score -3.010829e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 243372 members 
Entering Unmasked Estep 
Score: -30108324.000000 Penalty: 6152.520996
	Iteration 18Q: 3 clusters Score -3.010832e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 243385 members 
Entering Unmasked Estep 
Score: -30108364.000000 Penalty: 6152.520996
	Iteration 19Q: 3 clusters Score -3.010836e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 243395 members 
Entering Unmasked Estep 
Score: -30108392.000000 Penalty: 6152.520996
	Iteration 20F: 3 clusters Score -3.010839e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 243409 members 
Entering Unmasked Estep 
Score: -30108398.000000 Penalty: 6152.520996
	Iteration 21Q: 3 clusters Score -3.01084e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 243418 members 
Entering Unmasked Estep 
Score: -30108434.000000 Penalty: 6152.520996
	Iteration 22Q: 3 clusters Score -3.010843e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 243425 members 
Entering Unmasked Estep 
Score: -30108460.000000 Penalty: 6152.520996
	Iteration 23Q: 3 clusters Score -3.010846e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 243430 members 
Entering Unmasked Estep 
Score: -30108464.000000 Penalty: 6152.520996
	Iteration 24Q: 3 clusters Score -3.010846e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 243437 members 
Entering Unmasked Estep 
Score: -30108448.000000 Penalty: 6152.520996
	Iteration 25Q: 3 clusters Score -3.010845e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 243440 members 
Entering Unmasked Estep 
Score: -30108448.000000 Penalty: 6152.520996
	Iteration 26Q: 3 clusters Score -3.010845e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 243442 members 
Entering Unmasked Estep 
Score: -30108462.000000 Penalty: 6152.520996
	Iteration 27Q: 3 clusters Score -3.010846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 243444 members 
Entering Unmasked Estep 
Score: -30108460.000000 Penalty: 6152.520996
	Iteration 28Q: 3 clusters Score -3.010846e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 243445 members 
Entering Unmasked Estep 
Score: -30108462.000000 Penalty: 6152.520996
	Iteration 29Q: 3 clusters Score -3.010846e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 243446 members 
Entering Unmasked Estep 
Score: -30108460.000000 Penalty: 6152.520996
	Iteration 30Q: 3 clusters Score -3.010846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 243448 members 
Entering Unmasked Estep 
Score: -30108470.000000 Penalty: 6152.520996
	Iteration 31Q: 3 clusters Score -3.010847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 243449 members 
Entering Unmasked Estep 
Score: -30108476.000000 Penalty: 6152.520996
	Iteration 32Q: 3 clusters Score -3.010848e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 243448 members 
Entering Unmasked Estep 
Score: -30108478.000000 Penalty: 6152.520996
	Iteration 33Q: 3 clusters Score -3.010848e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 243447 members 
Entering Unmasked Estep 
Score: -30108478.000000 Penalty: 6152.520996
	Iteration 34Q: 3 clusters Score -3.010848e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 243446 members 
Entering Unmasked Estep 
Score: -30108480.000000 Penalty: 6152.520996
	Iteration 35Q: 3 clusters Score -3.010848e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 243446 members 
Entering Unmasked Estep 
Score: -30108480.000000 Penalty: 6152.520996
	Iteration 36F: 3 clusters Score -3.010848e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Entering Unmasked Estep 
Score: -1442536.500000 Penalty: 2333.072510
	Iteration 0F: 2 clusters Score -1442536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1433496.875000 Penalty: 4666.145020
	Iteration 0F: 3 clusters Score -1433497 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1436383.250000 Penalty: 4666.145020
	Iteration 1F: 3 clusters Score -1436383 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1436925.375000 Penalty: 4666.145020
	Iteration 2F: 3 clusters Score -1436925 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1437507.375000 Penalty: 4666.145020
	Iteration 3F: 3 clusters Score -1437507 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1438096.875000 Penalty: 4666.145020
	Iteration 4F: 3 clusters Score -1438097 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1438680.500000 Penalty: 4666.145020
	Iteration 5F: 3 clusters Score -1438680 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1439266.500000 Penalty: 4666.145020
	Iteration 6F: 3 clusters Score -1439266 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1439762.500000 Penalty: 4666.145020
	Iteration 7F: 3 clusters Score -1439762 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1440259.125000 Penalty: 4666.145020
	Iteration 8Q: 3 clusters Score -1440259 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1440650.750000 Penalty: 4666.145020
	Iteration 9Q: 3 clusters Score -1440651 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1440950.875000 Penalty: 4666.145020
	Iteration 10Q: 3 clusters Score -1440951 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1441126.000000 Penalty: 4666.145020
	Iteration 11Q: 3 clusters Score -1441126 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1441271.500000 Penalty: 4666.145020
	Iteration 12Q: 3 clusters Score -1441272 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1441369.250000 Penalty: 4666.145020
	Iteration 13Q: 3 clusters Score -1441369 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1441467.125000 Penalty: 4666.145020
	Iteration 14Q: 3 clusters Score -1441467 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1441570.000000 Penalty: 4666.145020
	Iteration 15Q: 3 clusters Score -1441570 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1441640.125000 Penalty: 4666.145020
	Iteration 16Q: 3 clusters Score -1441640 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1441695.625000 Penalty: 4666.145020
	Iteration 17Q: 3 clusters Score -1441696 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1441733.375000 Penalty: 4666.145020
	Iteration 18Q: 3 clusters Score -1441733 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1441756.375000 Penalty: 4666.145020
	Iteration 19Q: 3 clusters Score -1441756 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1441771.500000 Penalty: 4666.145020
	Iteration 20F: 3 clusters Score -1441772 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1441784.750000 Penalty: 4666.145020
	Iteration 21Q: 3 clusters Score -1441785 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1441798.875000 Penalty: 4666.145020
	Iteration 22Q: 3 clusters Score -1441799 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1441806.625000 Penalty: 4666.145020
	Iteration 23Q: 3 clusters Score -1441807 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1441814.500000 Penalty: 4666.145020
	Iteration 24Q: 3 clusters Score -1441814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1441817.375000 Penalty: 4666.145020
	Iteration 25Q: 3 clusters Score -1441817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1441823.875000 Penalty: 4666.145020
	Iteration 26Q: 3 clusters Score -1441824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1441830.000000 Penalty: 4666.145020
	Iteration 27Q: 3 clusters Score -1441830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1441835.125000 Penalty: 4666.145020
	Iteration 28Q: 3 clusters Score -1441835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1441836.625000 Penalty: 4666.145020
	Iteration 29Q: 3 clusters Score -1441837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1441841.750000 Penalty: 4666.145020
	Iteration 30Q: 3 clusters Score -1441842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1441843.125000 Penalty: 4666.145020
	Iteration 31Q: 3 clusters Score -1441843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1441841.500000 Penalty: 4666.145020
	Iteration 32Q: 3 clusters Score -1441842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1441843.125000 Penalty: 4666.145020
	Iteration 33Q: 3 clusters Score -1441843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1441843.500000 Penalty: 4666.145020
	Iteration 34Q: 3 clusters Score -1441844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1441844.250000 Penalty: 4666.145020
	Iteration 35Q: 3 clusters Score -1441844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1441845.250000 Penalty: 4666.145020
	Iteration 36Q: 3 clusters Score -1441845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1441845.250000 Penalty: 4666.145020
	Iteration 37F: 3 clusters Score -1441845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (196629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196629 members 
Entering Unmasked Estep 
Score: -23803220.000000 Penalty: 3022.890137
	Iteration 0F: 2 clusters Score -2.380322e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98229 members 
Mstep: Class 2 contains 98400 members 
Entering Unmasked Estep 
Score: -23671774.000000 Penalty: 6045.780273
	Iteration 0F: 3 clusters Score -2.367177e+07 nChanged 94586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98099 members 
Mstep: Class 2 contains 98530 members 
Entering Unmasked Estep 
Score: -23731268.000000 Penalty: 6045.780273
	Iteration 1F: 3 clusters Score -2.373127e+07 nChanged 10638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99473 members 
Mstep: Class 2 contains 97156 members 
Entering Unmasked Estep 
Score: -23739736.000000 Penalty: 6045.780273
	Iteration 2F: 3 clusters Score -2.373974e+07 nChanged 15175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103820 members 
Mstep: Class 2 contains 92809 members 
Entering Unmasked Estep 
Score: -23754214.000000 Penalty: 6045.780273
	Iteration 3F: 3 clusters Score -2.375421e+07 nChanged 18525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111853 members 
Mstep: Class 2 contains 84776 members 
Entering Unmasked Estep 
Score: -23771310.000000 Penalty: 6045.780273
	Iteration 4F: 3 clusters Score -2.377131e+07 nChanged 17629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121076 members 
Mstep: Class 2 contains 75553 members 
Entering Unmasked Estep 
Score: -23784850.000000 Penalty: 6045.780273
	Iteration 5F: 3 clusters Score -2.378485e+07 nChanged 12479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128259 members 
Mstep: Class 2 contains 68370 members 
Entering Unmasked Estep 
Score: -23792242.000000 Penalty: 6045.780273
	Iteration 6F: 3 clusters Score -2.379224e+07 nChanged 7870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133601 members 
Mstep: Class 2 contains 63028 members 
Entering Unmasked Estep 
Score: -23796936.000000 Penalty: 6045.780273
	Iteration 7Q: 3 clusters Score -2.379694e+07 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138167 members 
Mstep: Class 2 contains 58462 members 
Entering Unmasked Estep 
Score: -23801148.000000 Penalty: 6045.780273
	Iteration 8Q: 3 clusters Score -2.380115e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142377 members 
Mstep: Class 2 contains 54252 members 
Entering Unmasked Estep 
Score: -23806148.000000 Penalty: 6045.780273
	Iteration 9Q: 3 clusters Score -2.380615e+07 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146387 members 
Mstep: Class 2 contains 50242 members 
Entering Unmasked Estep 
Score: -23810252.000000 Penalty: 6045.780273
	Iteration 10Q: 3 clusters Score -2.381025e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149913 members 
Mstep: Class 2 contains 46716 members 
Entering Unmasked Estep 
Score: -23813156.000000 Penalty: 6045.780273
	Iteration 11Q: 3 clusters Score -2.381316e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152863 members 
Mstep: Class 2 contains 43766 members 
Entering Unmasked Estep 
Score: -23814946.000000 Penalty: 6045.780273
	Iteration 12Q: 3 clusters Score -2.381495e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155146 members 
Mstep: Class 2 contains 41483 members 
Entering Unmasked Estep 
Score: -23815964.000000 Penalty: 6045.780273
	Iteration 13Q: 3 clusters Score -2.381596e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156928 members 
Mstep: Class 2 contains 39701 members 
Entering Unmasked Estep 
Score: -23816600.000000 Penalty: 6045.780273
	Iteration 14Q: 3 clusters Score -2.38166e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158301 members 
Mstep: Class 2 contains 38328 members 
Entering Unmasked Estep 
Score: -23816944.000000 Penalty: 6045.780273
	Iteration 15Q: 3 clusters Score -2.381694e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159409 members 
Mstep: Class 2 contains 37220 members 
Entering Unmasked Estep 
Score: -23817144.000000 Penalty: 6045.780273
	Iteration 16Q: 3 clusters Score -2.381714e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160294 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
Score: -23817316.000000 Penalty: 6045.780273
	Iteration 17Q: 3 clusters Score -2.381732e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161018 members 
Mstep: Class 2 contains 35611 members 
Entering Unmasked Estep 
Score: -23817440.000000 Penalty: 6045.780273
	Iteration 18Q: 3 clusters Score -2.381744e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161622 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -23817462.000000 Penalty: 6045.780273
	Iteration 19Q: 3 clusters Score -2.381746e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162117 members 
Mstep: Class 2 contains 34512 members 
Entering Unmasked Estep 
Score: -23817520.000000 Penalty: 6045.780273
	Iteration 20F: 3 clusters Score -2.381752e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162541 members 
Mstep: Class 2 contains 34088 members 
Entering Unmasked Estep 
Score: -23817586.000000 Penalty: 6045.780273
	Iteration 21Q: 3 clusters Score -2.381759e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162866 members 
Mstep: Class 2 contains 33763 members 
Entering Unmasked Estep 
Score: -23817574.000000 Penalty: 6045.780273
	Iteration 22Q: 3 clusters Score -2.381757e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163173 members 
Mstep: Class 2 contains 33456 members 
Entering Unmasked Estep 
Score: -23817616.000000 Penalty: 6045.780273
	Iteration 23Q: 3 clusters Score -2.381762e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163428 members 
Mstep: Class 2 contains 33201 members 
Entering Unmasked Estep 
Score: -23817654.000000 Penalty: 6045.780273
	Iteration 24Q: 3 clusters Score -2.381765e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163638 members 
Mstep: Class 2 contains 32991 members 
Entering Unmasked Estep 
Score: -23817692.000000 Penalty: 6045.780273
	Iteration 25Q: 3 clusters Score -2.381769e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163805 members 
Mstep: Class 2 contains 32824 members 
Entering Unmasked Estep 
Score: -23817728.000000 Penalty: 6045.780273
	Iteration 26Q: 3 clusters Score -2.381773e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163939 members 
Mstep: Class 2 contains 32690 members 
Entering Unmasked Estep 
Score: -23817740.000000 Penalty: 6045.780273
	Iteration 27Q: 3 clusters Score -2.381774e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164049 members 
Mstep: Class 2 contains 32580 members 
Entering Unmasked Estep 
Score: -23817756.000000 Penalty: 6045.780273
	Iteration 28Q: 3 clusters Score -2.381776e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164136 members 
Mstep: Class 2 contains 32493 members 
Entering Unmasked Estep 
Score: -23817760.000000 Penalty: 6045.780273
	Iteration 29Q: 3 clusters Score -2.381776e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164201 members 
Mstep: Class 2 contains 32428 members 
Entering Unmasked Estep 
Score: -23817756.000000 Penalty: 6045.780273
	Iteration 30Q: 3 clusters Score -2.381776e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164268 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -23817768.000000 Penalty: 6045.780273
	Iteration 31Q: 3 clusters Score -2.381777e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164323 members 
Mstep: Class 2 contains 32306 members 
Entering Unmasked Estep 
Score: -23817772.000000 Penalty: 6045.780273
	Iteration 32Q: 3 clusters Score -2.381777e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164387 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
Score: -23817786.000000 Penalty: 6045.780273
	Iteration 33Q: 3 clusters Score -2.381779e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164443 members 
Mstep: Class 2 contains 32186 members 
Entering Unmasked Estep 
Score: -23817802.000000 Penalty: 6045.780273
	Iteration 34Q: 3 clusters Score -2.38178e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164492 members 
Mstep: Class 2 contains 32137 members 
Entering Unmasked Estep 
Score: -23817790.000000 Penalty: 6045.780273
	Iteration 35Q: 3 clusters Score -2.381779e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164529 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -23817748.000000 Penalty: 6045.780273
	Iteration 36Q: 3 clusters Score -2.381775e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164565 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -23817776.000000 Penalty: 6045.780273
	Iteration 37Q: 3 clusters Score -2.381778e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164602 members 
Mstep: Class 2 contains 32027 members 
Entering Unmasked Estep 
Score: -23817758.000000 Penalty: 6045.780273
	Iteration 38Q: 3 clusters Score -2.381776e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164641 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -23817728.000000 Penalty: 6045.780273
	Iteration 39Q: 3 clusters Score -2.381773e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164674 members 
Mstep: Class 2 contains 31955 members 
Entering Unmasked Estep 
Score: -23817750.000000 Penalty: 6045.780273
	Iteration 40F: 3 clusters Score -2.381775e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164697 members 
Mstep: Class 2 contains 31932 members 
Entering Unmasked Estep 
Score: -23817732.000000 Penalty: 6045.780273
	Iteration 41Q: 3 clusters Score -2.381773e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164720 members 
Mstep: Class 2 contains 31909 members 
Entering Unmasked Estep 
Score: -23817752.000000 Penalty: 6045.780273
	Iteration 42Q: 3 clusters Score -2.381775e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164747 members 
Mstep: Class 2 contains 31882 members 
Entering Unmasked Estep 
Score: -23817736.000000 Penalty: 6045.780273
	Iteration 43Q: 3 clusters Score -2.381774e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164767 members 
Mstep: Class 2 contains 31862 members 
Entering Unmasked Estep 
Score: -23817736.000000 Penalty: 6045.780273
	Iteration 44Q: 3 clusters Score -2.381774e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164787 members 
Mstep: Class 2 contains 31842 members 
Entering Unmasked Estep 
Score: -23817750.000000 Penalty: 6045.780273
	Iteration 45Q: 3 clusters Score -2.381775e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164804 members 
Mstep: Class 2 contains 31825 members 
Entering Unmasked Estep 
Score: -23817744.000000 Penalty: 6045.780273
	Iteration 46Q: 3 clusters Score -2.381774e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164823 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -23817756.000000 Penalty: 6045.780273
	Iteration 47Q: 3 clusters Score -2.381776e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164839 members 
Mstep: Class 2 contains 31790 members 
Entering Unmasked Estep 
Score: -23817758.000000 Penalty: 6045.780273
	Iteration 48Q: 3 clusters Score -2.381776e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164851 members 
Mstep: Class 2 contains 31778 members 
Entering Unmasked Estep 
Score: -23817760.000000 Penalty: 6045.780273
	Iteration 49Q: 3 clusters Score -2.381776e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164859 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -23817748.000000 Penalty: 6045.780273
	Iteration 50Q: 3 clusters Score -2.381775e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164872 members 
Mstep: Class 2 contains 31757 members 
Entering Unmasked Estep 
Score: -23817750.000000 Penalty: 6045.780273
	Iteration 51Q: 3 clusters Score -2.381775e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164889 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -23817724.000000 Penalty: 6045.780273
	Iteration 52Q: 3 clusters Score -2.381772e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164897 members 
Mstep: Class 2 contains 31732 members 
Entering Unmasked Estep 
Score: -23817732.000000 Penalty: 6045.780273
	Iteration 53Q: 3 clusters Score -2.381773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164899 members 
Mstep: Class 2 contains 31730 members 
Entering Unmasked Estep 
Score: -23817738.000000 Penalty: 6045.780273
	Iteration 54Q: 3 clusters Score -2.381774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164902 members 
Mstep: Class 2 contains 31727 members 
Entering Unmasked Estep 
Score: -23817738.000000 Penalty: 6045.780273
	Iteration 55Q: 3 clusters Score -2.381774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164903 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -23817750.000000 Penalty: 6045.780273
	Iteration 56Q: 3 clusters Score -2.381775e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164907 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -23817738.000000 Penalty: 6045.780273
	Iteration 57Q: 3 clusters Score -2.381774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164910 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -23817734.000000 Penalty: 6045.780273
	Iteration 58Q: 3 clusters Score -2.381773e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164911 members 
Mstep: Class 2 contains 31718 members 
Entering Unmasked Estep 
Score: -23817742.000000 Penalty: 6045.780273
	Iteration 59Q: 3 clusters Score -2.381774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164912 members 
Mstep: Class 2 contains 31717 members 
Entering Unmasked Estep 
Score: -23817738.000000 Penalty: 6045.780273
	Iteration 60F: 3 clusters Score -2.381774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164913 members 
Mstep: Class 2 contains 31716 members 
Entering Unmasked Estep 
Score: -23817742.000000 Penalty: 6045.780273
	Iteration 61Q: 3 clusters Score -2.381774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164914 members 
Mstep: Class 2 contains 31715 members 
Entering Unmasked Estep 
Score: -23817748.000000 Penalty: 6045.780273
	Iteration 62Q: 3 clusters Score -2.381775e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164915 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -23817746.000000 Penalty: 6045.780273
	Iteration 63Q: 3 clusters Score -2.381775e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164916 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -23817744.000000 Penalty: 6045.780273
	Iteration 64Q: 3 clusters Score -2.381774e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164916 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -23817744.000000 Penalty: 6045.780273
	Iteration 65F: 3 clusters Score -2.381774e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 169805 members 
Mstep: Class 2 contains 724 members 
Mstep: Class 3 contains 242982 members 
Mstep: Class 4 contains 32850 members 
Mstep: Class 5 contains 83697 members 
Mstep: Class 6 contains 31795 members 
Mstep: Class 7 contains 5328 members 
Mstep: Class 8 contains 6372 members 
Mstep: Class 9 contains 55473 members 
Mstep: Class 10 contains 26667 members 
Mstep: Class 11 contains 15120 members 
Mstep: Class 12 contains 15406 members 
Mstep: Class 13 contains 243842 members 
Mstep: Class 14 contains 12180 members 
Mstep: Class 15 contains 164916 members 
Mstep: Class 16 contains 14323 members 
Mstep: Class 17 contains 10480 members 
Mstep: Class 18 contains 7650 members 
Mstep: Class 19 contains 9047 members 
Mstep: Class 20 contains 17244 members 
Mstep: Class 21 contains 5092 members 
Mstep: Class 22 contains 320333 members 
Mstep: Class 23 contains 5329 members 
Mstep: Class 24 contains 2040 members 
Mstep: Class 25 contains 83318 members 
Mstep: Class 26 contains 8107 members 
Mstep: Class 27 contains 65235 members 
Mstep: Class 28 contains 66577 members 
Mstep: Class 29 contains 210420 members 
Mstep: Class 30 contains 9151 members 
Mstep: Class 31 contains 6376 members 
Mstep: Class 32 contains 10508 members 
Mstep: Class 33 contains 31713 members 
Entering Unmasked Estep 
Score: -235417264.000000 Penalty: 118698.507812
Splitting cluster 15 changes total score from -235396192.000000 to -235417264.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 16 (14323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Entering Unmasked Estep 
Score: -1737829.250000 Penalty: 2373.266357
	Iteration 0F: 2 clusters Score -1737829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1727446.500000 Penalty: 4746.532715
	Iteration 0F: 3 clusters Score -1727446 nChanged 6162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1730627.625000 Penalty: 4746.532715
	Iteration 1F: 3 clusters Score -1730628 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1730948.250000 Penalty: 4746.532715
	Iteration 2F: 3 clusters Score -1730948 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1731198.375000 Penalty: 4746.532715
	Iteration 3Q: 3 clusters Score -1731198 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1731384.625000 Penalty: 4746.532715
	Iteration 4Q: 3 clusters Score -1731385 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1731566.500000 Penalty: 4746.532715
	Iteration 5Q: 3 clusters Score -1731566 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1731762.000000 Penalty: 4746.532715
	Iteration 6Q: 3 clusters Score -1731762 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1731972.250000 Penalty: 4746.532715
	Iteration 7Q: 3 clusters Score -1731972 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1732223.500000 Penalty: 4746.532715
	Iteration 8Q: 3 clusters Score -1732224 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1732508.250000 Penalty: 4746.532715
	Iteration 9Q: 3 clusters Score -1732508 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1732855.000000 Penalty: 4746.532715
	Iteration 10Q: 3 clusters Score -1732855 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1733282.750000 Penalty: 4746.532715
	Iteration 11Q: 3 clusters Score -1733283 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1733730.125000 Penalty: 4746.532715
	Iteration 12Q: 3 clusters Score -1733730 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1734162.250000 Penalty: 4746.532715
	Iteration 13Q: 3 clusters Score -1734162 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1734552.500000 Penalty: 4746.532715
	Iteration 14Q: 3 clusters Score -1734552 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1734888.250000 Penalty: 4746.532715
	Iteration 15Q: 3 clusters Score -1734888 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1735130.250000 Penalty: 4746.532715
	Iteration 16Q: 3 clusters Score -1735130 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1735289.875000 Penalty: 4746.532715
	Iteration 17Q: 3 clusters Score -1735290 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1735420.375000 Penalty: 4746.532715
	Iteration 18Q: 3 clusters Score -1735420 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1735520.625000 Penalty: 4746.532715
	Iteration 19Q: 3 clusters Score -1735521 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1735590.875000 Penalty: 4746.532715
	Iteration 20F: 3 clusters Score -1735591 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1735640.625000 Penalty: 4746.532715
	Iteration 21Q: 3 clusters Score -1735641 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1735677.750000 Penalty: 4746.532715
	Iteration 22Q: 3 clusters Score -1735678 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1735717.750000 Penalty: 4746.532715
	Iteration 23Q: 3 clusters Score -1735718 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1735747.500000 Penalty: 4746.532715
	Iteration 24Q: 3 clusters Score -1735748 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1735763.625000 Penalty: 4746.532715
	Iteration 25Q: 3 clusters Score -1735764 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1735778.625000 Penalty: 4746.532715
	Iteration 26Q: 3 clusters Score -1735779 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1735795.125000 Penalty: 4746.532715
	Iteration 27Q: 3 clusters Score -1735795 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1735803.125000 Penalty: 4746.532715
	Iteration 28Q: 3 clusters Score -1735803 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1735813.500000 Penalty: 4746.532715
	Iteration 29Q: 3 clusters Score -1735814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1735825.000000 Penalty: 4746.532715
	Iteration 30Q: 3 clusters Score -1735825 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1735829.750000 Penalty: 4746.532715
	Iteration 31Q: 3 clusters Score -1735830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1735838.375000 Penalty: 4746.532715
	Iteration 32Q: 3 clusters Score -1735838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1735839.625000 Penalty: 4746.532715
	Iteration 33Q: 3 clusters Score -1735840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1735842.875000 Penalty: 4746.532715
	Iteration 34Q: 3 clusters Score -1735843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1735847.125000 Penalty: 4746.532715
	Iteration 35Q: 3 clusters Score -1735847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1735848.000000 Penalty: 4746.532715
	Iteration 36Q: 3 clusters Score -1735848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1735848.000000 Penalty: 4746.532715
	Iteration 37F: 3 clusters Score -1735848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Entering Unmasked Estep 
Score: -1221782.125000 Penalty: 2295.791504
	Iteration 0F: 2 clusters Score -1221782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1213800.125000 Penalty: 4591.583008
	Iteration 0F: 3 clusters Score -1213800 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1216049.375000 Penalty: 4591.583008
	Iteration 1F: 3 clusters Score -1216049 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1216403.500000 Penalty: 4591.583008
	Iteration 2F: 3 clusters Score -1216404 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1216765.000000 Penalty: 4591.583008
	Iteration 3F: 3 clusters Score -1216765 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1217253.875000 Penalty: 4591.583008
	Iteration 4F: 3 clusters Score -1217254 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1217839.375000 Penalty: 4591.583008
	Iteration 5F: 3 clusters Score -1217839 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1218378.250000 Penalty: 4591.583008
	Iteration 6F: 3 clusters Score -1218378 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1218787.750000 Penalty: 4591.583008
	Iteration 7F: 3 clusters Score -1218788 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1219050.000000 Penalty: 4591.583008
	Iteration 8Q: 3 clusters Score -1219050 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1219260.500000 Penalty: 4591.583008
	Iteration 9Q: 3 clusters Score -1219260 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1219430.875000 Penalty: 4591.583008
	Iteration 10Q: 3 clusters Score -1219431 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1219568.000000 Penalty: 4591.583008
	Iteration 11Q: 3 clusters Score -1219568 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1219662.625000 Penalty: 4591.583008
	Iteration 12Q: 3 clusters Score -1219663 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1219737.125000 Penalty: 4591.583008
	Iteration 13Q: 3 clusters Score -1219737 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1219820.250000 Penalty: 4591.583008
	Iteration 14Q: 3 clusters Score -1219820 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1219906.250000 Penalty: 4591.583008
	Iteration 15Q: 3 clusters Score -1219906 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1220009.625000 Penalty: 4591.583008
	Iteration 16Q: 3 clusters Score -1220010 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1220099.500000 Penalty: 4591.583008
	Iteration 17Q: 3 clusters Score -1220100 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1220173.125000 Penalty: 4591.583008
	Iteration 18Q: 3 clusters Score -1220173 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1220270.750000 Penalty: 4591.583008
	Iteration 19Q: 3 clusters Score -1220271 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1220380.500000 Penalty: 4591.583008
	Iteration 20F: 3 clusters Score -1220380 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1220526.125000 Penalty: 4591.583008
	Iteration 21Q: 3 clusters Score -1220526 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1220661.000000 Penalty: 4591.583008
	Iteration 22Q: 3 clusters Score -1220661 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1220807.250000 Penalty: 4591.583008
	Iteration 23Q: 3 clusters Score -1220807 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1220914.625000 Penalty: 4591.583008
	Iteration 24Q: 3 clusters Score -1220915 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1220978.000000 Penalty: 4591.583008
	Iteration 25Q: 3 clusters Score -1220978 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1221026.625000 Penalty: 4591.583008
	Iteration 26Q: 3 clusters Score -1221027 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1221073.625000 Penalty: 4591.583008
	Iteration 27Q: 3 clusters Score -1221074 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1221111.125000 Penalty: 4591.583008
	Iteration 28Q: 3 clusters Score -1221111 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1221133.375000 Penalty: 4591.583008
	Iteration 29Q: 3 clusters Score -1221133 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1221152.750000 Penalty: 4591.583008
	Iteration 30Q: 3 clusters Score -1221153 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1221166.375000 Penalty: 4591.583008
	Iteration 31Q: 3 clusters Score -1221166 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1221174.125000 Penalty: 4591.583008
	Iteration 32Q: 3 clusters Score -1221174 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1221187.000000 Penalty: 4591.583008
	Iteration 33Q: 3 clusters Score -1221187 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1221194.625000 Penalty: 4591.583008
	Iteration 34Q: 3 clusters Score -1221195 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1221199.875000 Penalty: 4591.583008
	Iteration 35Q: 3 clusters Score -1221200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1221204.500000 Penalty: 4591.583008
	Iteration 36Q: 3 clusters Score -1221204 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1221212.750000 Penalty: 4591.583008
	Iteration 37Q: 3 clusters Score -1221213 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1221220.750000 Penalty: 4591.583008
	Iteration 38Q: 3 clusters Score -1221221 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1221222.875000 Penalty: 4591.583008
	Iteration 39Q: 3 clusters Score -1221223 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1221227.000000 Penalty: 4591.583008
	Iteration 40F: 3 clusters Score -1221227 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1221230.125000 Penalty: 4591.583008
	Iteration 41Q: 3 clusters Score -1221230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1221232.375000 Penalty: 4591.583008
	Iteration 42Q: 3 clusters Score -1221232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1221236.875000 Penalty: 4591.583008
	Iteration 43Q: 3 clusters Score -1221237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1221239.125000 Penalty: 4591.583008
	Iteration 44Q: 3 clusters Score -1221239 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1221238.875000 Penalty: 4591.583008
	Iteration 45Q: 3 clusters Score -1221239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1221240.625000 Penalty: 4591.583008
	Iteration 46Q: 3 clusters Score -1221241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1221244.375000 Penalty: 4591.583008
	Iteration 47Q: 3 clusters Score -1221244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1221246.750000 Penalty: 4591.583008
	Iteration 48Q: 3 clusters Score -1221247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1221248.750000 Penalty: 4591.583008
	Iteration 49Q: 3 clusters Score -1221249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1221248.375000 Penalty: 4591.583008
	Iteration 50Q: 3 clusters Score -1221248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1221248.250000 Penalty: 4591.583008
	Iteration 51Q: 3 clusters Score -1221248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1221250.375000 Penalty: 4591.583008
	Iteration 52Q: 3 clusters Score -1221250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1221252.125000 Penalty: 4591.583008
	Iteration 53Q: 3 clusters Score -1221252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1221249.625000 Penalty: 4591.583008
	Iteration 54Q: 3 clusters Score -1221250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1221249.625000 Penalty: 4591.583008
	Iteration 55F: 3 clusters Score -1221250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Entering Unmasked Estep 
Score: -948205.312500 Penalty: 2217.730225
	Iteration 0F: 2 clusters Score -948205.3 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 3764 members 
Entering Unmasked Estep 
Score: -941994.062500 Penalty: 4435.460449
	Iteration 0F: 3 clusters Score -941994.1 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -943618.000000 Penalty: 4435.460449
	Iteration 1F: 3 clusters Score -943618 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -943892.125000 Penalty: 4435.460449
	Iteration 2F: 3 clusters Score -943892.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -944052.937500 Penalty: 4435.460449
	Iteration 3Q: 3 clusters Score -944052.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -944160.250000 Penalty: 4435.460449
	Iteration 4Q: 3 clusters Score -944160.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -944238.125000 Penalty: 4435.460449
	Iteration 5Q: 3 clusters Score -944238.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -944298.812500 Penalty: 4435.460449
	Iteration 6Q: 3 clusters Score -944298.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -944358.562500 Penalty: 4435.460449
	Iteration 7Q: 3 clusters Score -944358.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -944432.250000 Penalty: 4435.460449
	Iteration 8Q: 3 clusters Score -944432.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -944502.437500 Penalty: 4435.460449
	Iteration 9Q: 3 clusters Score -944502.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -944575.062500 Penalty: 4435.460449
	Iteration 10Q: 3 clusters Score -944575.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -944655.437500 Penalty: 4435.460449
	Iteration 11Q: 3 clusters Score -944655.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -944744.750000 Penalty: 4435.460449
	Iteration 12Q: 3 clusters Score -944744.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -944849.250000 Penalty: 4435.460449
	Iteration 13Q: 3 clusters Score -944849.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -944985.937500 Penalty: 4435.460449
	Iteration 14Q: 3 clusters Score -944985.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -945132.500000 Penalty: 4435.460449
	Iteration 15Q: 3 clusters Score -945132.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -945279.562500 Penalty: 4435.460449
	Iteration 16Q: 3 clusters Score -945279.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -945406.562500 Penalty: 4435.460449
	Iteration 17Q: 3 clusters Score -945406.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -945541.875000 Penalty: 4435.460449
	Iteration 18Q: 3 clusters Score -945541.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -945661.500000 Penalty: 4435.460449
	Iteration 19Q: 3 clusters Score -945661.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -945760.500000 Penalty: 4435.460449
	Iteration 20F: 3 clusters Score -945760.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -945853.062500 Penalty: 4435.460449
	Iteration 21Q: 3 clusters Score -945853.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -945946.312500 Penalty: 4435.460449
	Iteration 22Q: 3 clusters Score -945946.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -945998.375000 Penalty: 4435.460449
	Iteration 23Q: 3 clusters Score -945998.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -946038.875000 Penalty: 4435.460449
	Iteration 24Q: 3 clusters Score -946038.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -946061.750000 Penalty: 4435.460449
	Iteration 25Q: 3 clusters Score -946061.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -946083.000000 Penalty: 4435.460449
	Iteration 26Q: 3 clusters Score -946083 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -946093.875000 Penalty: 4435.460449
	Iteration 27Q: 3 clusters Score -946093.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -946107.937500 Penalty: 4435.460449
	Iteration 28Q: 3 clusters Score -946107.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -946126.250000 Penalty: 4435.460449
	Iteration 29Q: 3 clusters Score -946126.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -946143.250000 Penalty: 4435.460449
	Iteration 30Q: 3 clusters Score -946143.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -946153.562500 Penalty: 4435.460449
	Iteration 31Q: 3 clusters Score -946153.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -946166.312500 Penalty: 4435.460449
	Iteration 32Q: 3 clusters Score -946166.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -946171.562500 Penalty: 4435.460449
	Iteration 33Q: 3 clusters Score -946171.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -946180.125000 Penalty: 4435.460449
	Iteration 34Q: 3 clusters Score -946180.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -946192.187500 Penalty: 4435.460449
	Iteration 35Q: 3 clusters Score -946192.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -946199.687500 Penalty: 4435.460449
	Iteration 36Q: 3 clusters Score -946199.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -946210.437500 Penalty: 4435.460449
	Iteration 37Q: 3 clusters Score -946210.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -946221.562500 Penalty: 4435.460449
	Iteration 38Q: 3 clusters Score -946221.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -946226.937500 Penalty: 4435.460449
	Iteration 39Q: 3 clusters Score -946226.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -946240.562500 Penalty: 4435.460449
	Iteration 40F: 3 clusters Score -946240.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -946244.437500 Penalty: 4435.460449
	Iteration 41Q: 3 clusters Score -946244.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -946250.875000 Penalty: 4435.460449
	Iteration 42Q: 3 clusters Score -946250.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -946255.875000 Penalty: 4435.460449
	Iteration 43Q: 3 clusters Score -946255.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -946258.062500 Penalty: 4435.460449
	Iteration 44Q: 3 clusters Score -946258.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -946258.062500 Penalty: 4435.460449
	Iteration 45F: 3 clusters Score -946258.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Entering Unmasked Estep 
Score: -1081093.750000 Penalty: 2259.326660
	Iteration 0F: 2 clusters Score -1081094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1073968.000000 Penalty: 4518.653320
	Iteration 0F: 3 clusters Score -1073968 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1075976.625000 Penalty: 4518.653320
	Iteration 1F: 3 clusters Score -1075977 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1076258.875000 Penalty: 4518.653320
	Iteration 2F: 3 clusters Score -1076259 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1076458.375000 Penalty: 4518.653320
	Iteration 3F: 3 clusters Score -1076458 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1076592.250000 Penalty: 4518.653320
	Iteration 4Q: 3 clusters Score -1076592 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1076707.125000 Penalty: 4518.653320
	Iteration 5Q: 3 clusters Score -1076707 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1076812.500000 Penalty: 4518.653320
	Iteration 6Q: 3 clusters Score -1076812 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1076915.250000 Penalty: 4518.653320
	Iteration 7Q: 3 clusters Score -1076915 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1077016.875000 Penalty: 4518.653320
	Iteration 8Q: 3 clusters Score -1077017 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1077135.750000 Penalty: 4518.653320
	Iteration 9Q: 3 clusters Score -1077136 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1077306.625000 Penalty: 4518.653320
	Iteration 10Q: 3 clusters Score -1077307 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1077545.250000 Penalty: 4518.653320
	Iteration 11Q: 3 clusters Score -1077545 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1077883.250000 Penalty: 4518.653320
	Iteration 12Q: 3 clusters Score -1077883 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1078271.000000 Penalty: 4518.653320
	Iteration 13Q: 3 clusters Score -1078271 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1078755.000000 Penalty: 4518.653320
	Iteration 14F: 3 clusters Score -1078755 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1079275.750000 Penalty: 4518.653320
	Iteration 15F: 3 clusters Score -1079276 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1079705.500000 Penalty: 4518.653320
	Iteration 16F: 3 clusters Score -1079706 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1079965.125000 Penalty: 4518.653320
	Iteration 17Q: 3 clusters Score -1079965 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1080137.500000 Penalty: 4518.653320
	Iteration 18Q: 3 clusters Score -1080138 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1080235.000000 Penalty: 4518.653320
	Iteration 19Q: 3 clusters Score -1080235 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1080294.125000 Penalty: 4518.653320
	Iteration 20F: 3 clusters Score -1080294 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1080339.375000 Penalty: 4518.653320
	Iteration 21Q: 3 clusters Score -1080339 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1080378.125000 Penalty: 4518.653320
	Iteration 22Q: 3 clusters Score -1080378 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1080399.625000 Penalty: 4518.653320
	Iteration 23Q: 3 clusters Score -1080400 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1080422.125000 Penalty: 4518.653320
	Iteration 24Q: 3 clusters Score -1080422 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1080441.250000 Penalty: 4518.653320
	Iteration 25Q: 3 clusters Score -1080441 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1080451.000000 Penalty: 4518.653320
	Iteration 26Q: 3 clusters Score -1080451 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1080454.125000 Penalty: 4518.653320
	Iteration 27Q: 3 clusters Score -1080454 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1080461.500000 Penalty: 4518.653320
	Iteration 28Q: 3 clusters Score -1080462 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1080465.375000 Penalty: 4518.653320
	Iteration 29Q: 3 clusters Score -1080465 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1080467.000000 Penalty: 4518.653320
	Iteration 30Q: 3 clusters Score -1080467 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1080471.500000 Penalty: 4518.653320
	Iteration 31Q: 3 clusters Score -1080472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1080472.000000 Penalty: 4518.653320
	Iteration 32Q: 3 clusters Score -1080472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1080476.875000 Penalty: 4518.653320
	Iteration 33Q: 3 clusters Score -1080477 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1080480.375000 Penalty: 4518.653320
	Iteration 34Q: 3 clusters Score -1080480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1080480.875000 Penalty: 4518.653320
	Iteration 35Q: 3 clusters Score -1080481 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1080486.375000 Penalty: 4518.653320
	Iteration 36Q: 3 clusters Score -1080486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1080486.625000 Penalty: 4518.653320
	Iteration 37Q: 3 clusters Score -1080487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1080487.375000 Penalty: 4518.653320
	Iteration 38Q: 3 clusters Score -1080487 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1080492.000000 Penalty: 4518.653320
	Iteration 39Q: 3 clusters Score -1080492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1080497.375000 Penalty: 4518.653320
	Iteration 40F: 3 clusters Score -1080497 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1080500.875000 Penalty: 4518.653320
	Iteration 41Q: 3 clusters Score -1080501 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1080505.000000 Penalty: 4518.653320
	Iteration 42Q: 3 clusters Score -1080505 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1080505.750000 Penalty: 4518.653320
	Iteration 43Q: 3 clusters Score -1080506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1080504.625000 Penalty: 4518.653320
	Iteration 44Q: 3 clusters Score -1080505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1080504.750000 Penalty: 4518.653320
	Iteration 45Q: 3 clusters Score -1080505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1080505.375000 Penalty: 4518.653320
	Iteration 46Q: 3 clusters Score -1080505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1080509.750000 Penalty: 4518.653320
	Iteration 47Q: 3 clusters Score -1080510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1080509.125000 Penalty: 4518.653320
	Iteration 48Q: 3 clusters Score -1080509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1080509.750000 Penalty: 4518.653320
	Iteration 49Q: 3 clusters Score -1080510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1080511.750000 Penalty: 4518.653320
	Iteration 50Q: 3 clusters Score -1080512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1080509.875000 Penalty: 4518.653320
	Iteration 51Q: 3 clusters Score -1080510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1080509.875000 Penalty: 4518.653320
	Iteration 52F: 3 clusters Score -1080510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Entering Unmasked Estep 
Score: -1985711.750000 Penalty: 2419.294434
	Iteration 0F: 2 clusters Score -1985712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1973515.375000 Penalty: 4838.588867
	Iteration 0F: 3 clusters Score -1973515 nChanged 7458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1977953.375000 Penalty: 4838.588867
	Iteration 1F: 3 clusters Score -1977953 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1978807.875000 Penalty: 4838.588867
	Iteration 2F: 3 clusters Score -1978808 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1979744.000000 Penalty: 4838.588867
	Iteration 3F: 3 clusters Score -1979744 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1980708.625000 Penalty: 4838.588867
	Iteration 4F: 3 clusters Score -1980709 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1981572.500000 Penalty: 4838.588867
	Iteration 5F: 3 clusters Score -1981572 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1982342.625000 Penalty: 4838.588867
	Iteration 6F: 3 clusters Score -1982343 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1983034.375000 Penalty: 4838.588867
	Iteration 7F: 3 clusters Score -1983034 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1983717.750000 Penalty: 4838.588867
	Iteration 8Q: 3 clusters Score -1983718 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1984515.875000 Penalty: 4838.588867
	Iteration 9Q: 3 clusters Score -1984516 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1985476.125000 Penalty: 4838.588867
	Iteration 10Q: 3 clusters Score -1985476 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1986189.250000 Penalty: 4838.588867
	Iteration 11Q: 3 clusters Score -1986189 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1986495.500000 Penalty: 4838.588867
	Iteration 12Q: 3 clusters Score -1986496 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1986623.375000 Penalty: 4838.588867
	Iteration 13Q: 3 clusters Score -1986623 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1986672.000000 Penalty: 4838.588867
	Iteration 14Q: 3 clusters Score -1986672 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1986696.125000 Penalty: 4838.588867
	Iteration 15Q: 3 clusters Score -1986696 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1986708.375000 Penalty: 4838.588867
	Iteration 16Q: 3 clusters Score -1986708 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1986719.000000 Penalty: 4838.588867
	Iteration 17Q: 3 clusters Score -1986719 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1986730.500000 Penalty: 4838.588867
	Iteration 18Q: 3 clusters Score -1986730 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1986734.375000 Penalty: 4838.588867
	Iteration 19Q: 3 clusters Score -1986734 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1986743.625000 Penalty: 4838.588867
	Iteration 20F: 3 clusters Score -1986744 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1986748.000000 Penalty: 4838.588867
	Iteration 21Q: 3 clusters Score -1986748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1986753.750000 Penalty: 4838.588867
	Iteration 22Q: 3 clusters Score -1986754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1986752.625000 Penalty: 4838.588867
	Iteration 23Q: 3 clusters Score -1986753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1986749.500000 Penalty: 4838.588867
	Iteration 24Q: 3 clusters Score -1986750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1986749.750000 Penalty: 4838.588867
	Iteration 25Q: 3 clusters Score -1986750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1986752.500000 Penalty: 4838.588867
	Iteration 26Q: 3 clusters Score -1986752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1986751.375000 Penalty: 4838.588867
	Iteration 27Q: 3 clusters Score -1986751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1986750.875000 Penalty: 4838.588867
	Iteration 28Q: 3 clusters Score -1986751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1986750.875000 Penalty: 4838.588867
	Iteration 29F: 3 clusters Score -1986751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 169805 members 
Mstep: Class 2 contains 724 members 
Mstep: Class 3 contains 242982 members 
Mstep: Class 4 contains 32850 members 
Mstep: Class 5 contains 83697 members 
Mstep: Class 6 contains 31795 members 
Mstep: Class 7 contains 5328 members 
Mstep: Class 8 contains 6372 members 
Mstep: Class 9 contains 55473 members 
Mstep: Class 10 contains 26667 members 
Mstep: Class 11 contains 15120 members 
Mstep: Class 12 contains 15406 members 
Mstep: Class 13 contains 243842 members 
Mstep: Class 14 contains 12180 members 
Mstep: Class 15 contains 164916 members 
Mstep: Class 16 contains 14323 members 
Mstep: Class 17 contains 10480 members 
Mstep: Class 18 contains 7650 members 
Mstep: Class 19 contains 9047 members 
Mstep: Class 20 contains 6834 members 
Mstep: Class 21 contains 5092 members 
Mstep: Class 22 contains 320333 members 
Mstep: Class 23 contains 5329 members 
Mstep: Class 24 contains 2040 members 
Mstep: Class 25 contains 83318 members 
Mstep: Class 26 contains 8107 members 
Mstep: Class 27 contains 65235 members 
Mstep: Class 28 contains 66577 members 
Mstep: Class 29 contains 210420 members 
Mstep: Class 30 contains 9151 members 
Mstep: Class 31 contains 6376 members 
Mstep: Class 32 contains 10508 members 
Mstep: Class 33 contains 31713 members 
Mstep: Class 34 contains 10410 members 
Entering Unmasked Estep 
Score: -235417616.000000 Penalty: 122295.437500
Splitting cluster 20 changes total score from -235396192.000000 to -235417616.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 21 (5092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Entering Unmasked Estep 
Score: -550148.437500 Penalty: 2116.785645
	Iteration 0F: 2 clusters Score -550148.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -545622.562500 Penalty: 4233.571289
	Iteration 0F: 3 clusters Score -545622.6 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -546970.000000 Penalty: 4233.571289
	Iteration 1F: 3 clusters Score -546970 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -547500.187500 Penalty: 4233.571289
	Iteration 2F: 3 clusters Score -547500.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -547997.500000 Penalty: 4233.571289
	Iteration 3F: 3 clusters Score -547997.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -548459.312500 Penalty: 4233.571289
	Iteration 4F: 3 clusters Score -548459.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -548799.875000 Penalty: 4233.571289
	Iteration 5F: 3 clusters Score -548799.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -549097.000000 Penalty: 4233.571289
	Iteration 6F: 3 clusters Score -549097 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -549380.187500 Penalty: 4233.571289
	Iteration 7F: 3 clusters Score -549380.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -549637.375000 Penalty: 4233.571289
	Iteration 8Q: 3 clusters Score -549637.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -549754.687500 Penalty: 4233.571289
	Iteration 9Q: 3 clusters Score -549754.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -549824.250000 Penalty: 4233.571289
	Iteration 10Q: 3 clusters Score -549824.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -549888.000000 Penalty: 4233.571289
	Iteration 11Q: 3 clusters Score -549888 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -549948.125000 Penalty: 4233.571289
	Iteration 12Q: 3 clusters Score -549948.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -549995.687500 Penalty: 4233.571289
	Iteration 13Q: 3 clusters Score -549995.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -550039.062500 Penalty: 4233.571289
	Iteration 14Q: 3 clusters Score -550039.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -550086.312500 Penalty: 4233.571289
	Iteration 15Q: 3 clusters Score -550086.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -550124.937500 Penalty: 4233.571289
	Iteration 16Q: 3 clusters Score -550124.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -550153.500000 Penalty: 4233.571289
	Iteration 17Q: 3 clusters Score -550153.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -550170.812500 Penalty: 4233.571289
	Iteration 18Q: 3 clusters Score -550170.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -550182.125000 Penalty: 4233.571289
	Iteration 19Q: 3 clusters Score -550182.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -550189.250000 Penalty: 4233.571289
	Iteration 20F: 3 clusters Score -550189.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -550195.375000 Penalty: 4233.571289
	Iteration 21Q: 3 clusters Score -550195.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -550200.500000 Penalty: 4233.571289
	Iteration 22Q: 3 clusters Score -550200.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -550203.625000 Penalty: 4233.571289
	Iteration 23Q: 3 clusters Score -550203.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -550207.187500 Penalty: 4233.571289
	Iteration 24Q: 3 clusters Score -550207.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -550207.937500 Penalty: 4233.571289
	Iteration 25Q: 3 clusters Score -550207.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -550208.625000 Penalty: 4233.571289
	Iteration 26Q: 3 clusters Score -550208.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -550210.750000 Penalty: 4233.571289
	Iteration 27Q: 3 clusters Score -550210.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -550211.687500 Penalty: 4233.571289
	Iteration 28Q: 3 clusters Score -550211.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -550211.812500 Penalty: 4233.571289
	Iteration 29Q: 3 clusters Score -550211.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -550211.812500 Penalty: 4233.571289
	Iteration 30F: 3 clusters Score -550211.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 169805 members 
Mstep: Class 2 contains 724 members 
Mstep: Class 3 contains 242982 members 
Mstep: Class 4 contains 32850 members 
Mstep: Class 5 contains 83697 members 
Mstep: Class 6 contains 31795 members 
Mstep: Class 7 contains 5328 members 
Mstep: Class 8 contains 6372 members 
Mstep: Class 9 contains 55473 members 
Mstep: Class 10 contains 26667 members 
Mstep: Class 11 contains 15120 members 
Mstep: Class 12 contains 15406 members 
Mstep: Class 13 contains 243842 members 
Mstep: Class 14 contains 12180 members 
Mstep: Class 15 contains 164916 members 
Mstep: Class 16 contains 14323 members 
Mstep: Class 17 contains 10480 members 
Mstep: Class 18 contains 7650 members 
Mstep: Class 19 contains 9047 members 
Mstep: Class 20 contains 6834 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 320333 members 
Mstep: Class 23 contains 5329 members 
Mstep: Class 24 contains 2040 members 
Mstep: Class 25 contains 83318 members 
Mstep: Class 26 contains 8107 members 
Mstep: Class 27 contains 65235 members 
Mstep: Class 28 contains 66577 members 
Mstep: Class 29 contains 210420 members 
Mstep: Class 30 contains 9151 members 
Mstep: Class 31 contains 6376 members 
Mstep: Class 32 contains 10508 members 
Mstep: Class 33 contains 31713 members 
Mstep: Class 34 contains 10410 members 
Mstep: Class 35 contains 1746 members 
Entering Unmasked Estep 
Score: -235416352.000000 Penalty: 125892.359375
Splitting cluster 21 changes total score from -235396192.000000 to -235416352.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 22 (320333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320333 members 
Entering Unmasked Estep 
Score: -38962104.000000 Penalty: 3143.924805
	Iteration 0F: 2 clusters Score -3.89621e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160060 members 
Mstep: Class 2 contains 160273 members 
Entering Unmasked Estep 
Score: -38778852.000000 Penalty: 6287.849609
	Iteration 0F: 3 clusters Score -3.877885e+07 nChanged 155395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157213 members 
Mstep: Class 2 contains 163120 members 
Entering Unmasked Estep 
Score: -38869736.000000 Penalty: 6287.849609
	Iteration 1F: 3 clusters Score -3.886974e+07 nChanged 7315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154998 members 
Mstep: Class 2 contains 165335 members 
Entering Unmasked Estep 
Score: -38870976.000000 Penalty: 6287.849609
	Iteration 2Q: 3 clusters Score -3.887098e+07 nChanged 8148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151630 members 
Mstep: Class 2 contains 168703 members 
Entering Unmasked Estep 
Score: -38873040.000000 Penalty: 6287.849609
	Iteration 3Q: 3 clusters Score -3.887304e+07 nChanged 9619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146343 members 
Mstep: Class 2 contains 173990 members 
Entering Unmasked Estep 
Score: -38875516.000000 Penalty: 6287.849609
	Iteration 4Q: 3 clusters Score -3.887552e+07 nChanged 12119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138648 members 
Mstep: Class 2 contains 181685 members 
Entering Unmasked Estep 
Score: -38879404.000000 Penalty: 6287.849609
	Iteration 5Q: 3 clusters Score -3.88794e+07 nChanged 15413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128097 members 
Mstep: Class 2 contains 192236 members 
Entering Unmasked Estep 
Score: -38885884.000000 Penalty: 6287.849609
	Iteration 6Q: 3 clusters Score -3.888588e+07 nChanged 18804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115231 members 
Mstep: Class 2 contains 205102 members 
Entering Unmasked Estep 
Score: -38895888.000000 Penalty: 6287.849609
	Iteration 7F: 3 clusters Score -3.889589e+07 nChanged 21087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102802 members 
Mstep: Class 2 contains 217531 members 
Entering Unmasked Estep 
Score: -38909660.000000 Penalty: 6287.849609
	Iteration 8F: 3 clusters Score -3.890966e+07 nChanged 20743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94727 members 
Mstep: Class 2 contains 225606 members 
Entering Unmasked Estep 
Score: -38923024.000000 Penalty: 6287.849609
	Iteration 9F: 3 clusters Score -3.892302e+07 nChanged 17191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91924 members 
Mstep: Class 2 contains 228409 members 
Entering Unmasked Estep 
Score: -38930448.000000 Penalty: 6287.849609
	Iteration 10F: 3 clusters Score -3.893045e+07 nChanged 11143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91461 members 
Mstep: Class 2 contains 228872 members 
Entering Unmasked Estep 
Score: -38932592.000000 Penalty: 6287.849609
	Iteration 11Q: 3 clusters Score -3.893259e+07 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91428 members 
Mstep: Class 2 contains 228905 members 
Entering Unmasked Estep 
Score: -38932908.000000 Penalty: 6287.849609
	Iteration 12Q: 3 clusters Score -3.893291e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91593 members 
Mstep: Class 2 contains 228740 members 
Entering Unmasked Estep 
Score: -38932964.000000 Penalty: 6287.849609
	Iteration 13Q: 3 clusters Score -3.893296e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92052 members 
Mstep: Class 2 contains 228281 members 
Entering Unmasked Estep 
Score: -38932836.000000 Penalty: 6287.849609
	Iteration 14Q: 3 clusters Score -3.893284e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92797 members 
Mstep: Class 2 contains 227536 members 
Entering Unmasked Estep 
Score: -38932696.000000 Penalty: 6287.849609
	Iteration 15Q: 3 clusters Score -3.89327e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93711 members 
Mstep: Class 2 contains 226622 members 
Entering Unmasked Estep 
Score: -38932444.000000 Penalty: 6287.849609
	Iteration 16Q: 3 clusters Score -3.893244e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94794 members 
Mstep: Class 2 contains 225539 members 
Entering Unmasked Estep 
Score: -38932068.000000 Penalty: 6287.849609
	Iteration 17Q: 3 clusters Score -3.893207e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96135 members 
Mstep: Class 2 contains 224198 members 
Entering Unmasked Estep 
Score: -38931924.000000 Penalty: 6287.849609
	Iteration 18Q: 3 clusters Score -3.893192e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97781 members 
Mstep: Class 2 contains 222552 members 
Entering Unmasked Estep 
Score: -38931696.000000 Penalty: 6287.849609
	Iteration 19Q: 3 clusters Score -3.89317e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99676 members 
Mstep: Class 2 contains 220657 members 
Entering Unmasked Estep 
Score: -38931736.000000 Penalty: 6287.849609
	Iteration 20F: 3 clusters Score -3.893174e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101702 members 
Mstep: Class 2 contains 218631 members 
Entering Unmasked Estep 
Score: -38931540.000000 Penalty: 6287.849609
	Iteration 21Q: 3 clusters Score -3.893154e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103880 members 
Mstep: Class 2 contains 216453 members 
Entering Unmasked Estep 
Score: -38931532.000000 Penalty: 6287.849609
	Iteration 22Q: 3 clusters Score -3.893153e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106173 members 
Mstep: Class 2 contains 214160 members 
Entering Unmasked Estep 
Score: -38931372.000000 Penalty: 6287.849609
	Iteration 23Q: 3 clusters Score -3.893137e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108456 members 
Mstep: Class 2 contains 211877 members 
Entering Unmasked Estep 
Score: -38931388.000000 Penalty: 6287.849609
	Iteration 24Q: 3 clusters Score -3.893139e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110726 members 
Mstep: Class 2 contains 209607 members 
Entering Unmasked Estep 
Score: -38931500.000000 Penalty: 6287.849609
	Iteration 25Q: 3 clusters Score -3.89315e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113011 members 
Mstep: Class 2 contains 207322 members 
Entering Unmasked Estep 
Score: -38931716.000000 Penalty: 6287.849609
	Iteration 26Q: 3 clusters Score -3.893172e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115321 members 
Mstep: Class 2 contains 205012 members 
Entering Unmasked Estep 
Score: -38931704.000000 Penalty: 6287.849609
	Iteration 27Q: 3 clusters Score -3.89317e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117738 members 
Mstep: Class 2 contains 202595 members 
Entering Unmasked Estep 
Score: -38931632.000000 Penalty: 6287.849609
	Iteration 28Q: 3 clusters Score -3.893163e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120171 members 
Mstep: Class 2 contains 200162 members 
Entering Unmasked Estep 
Score: -38931956.000000 Penalty: 6287.849609
	Iteration 29Q: 3 clusters Score -3.893196e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122540 members 
Mstep: Class 2 contains 197793 members 
Entering Unmasked Estep 
Score: -38931960.000000 Penalty: 6287.849609
	Iteration 30Q: 3 clusters Score -3.893196e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124845 members 
Mstep: Class 2 contains 195488 members 
Entering Unmasked Estep 
Score: -38932268.000000 Penalty: 6287.849609
	Iteration 31Q: 3 clusters Score -3.893227e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127077 members 
Mstep: Class 2 contains 193256 members 
Entering Unmasked Estep 
Score: -38932372.000000 Penalty: 6287.849609
	Iteration 32Q: 3 clusters Score -3.893237e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129247 members 
Mstep: Class 2 contains 191086 members 
Entering Unmasked Estep 
Score: -38932444.000000 Penalty: 6287.849609
	Iteration 33Q: 3 clusters Score -3.893244e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131288 members 
Mstep: Class 2 contains 189045 members 
Entering Unmasked Estep 
Score: -38932636.000000 Penalty: 6287.849609
	Iteration 34Q: 3 clusters Score -3.893264e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133183 members 
Mstep: Class 2 contains 187150 members 
Entering Unmasked Estep 
Score: -38932736.000000 Penalty: 6287.849609
	Iteration 35Q: 3 clusters Score -3.893274e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135029 members 
Mstep: Class 2 contains 185304 members 
Entering Unmasked Estep 
Score: -38932892.000000 Penalty: 6287.849609
	Iteration 36Q: 3 clusters Score -3.893289e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136687 members 
Mstep: Class 2 contains 183646 members 
Entering Unmasked Estep 
Score: -38933012.000000 Penalty: 6287.849609
	Iteration 37Q: 3 clusters Score -3.893301e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138147 members 
Mstep: Class 2 contains 182186 members 
Entering Unmasked Estep 
Score: -38933148.000000 Penalty: 6287.849609
	Iteration 38Q: 3 clusters Score -3.893315e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139538 members 
Mstep: Class 2 contains 180795 members 
Entering Unmasked Estep 
Score: -38933332.000000 Penalty: 6287.849609
	Iteration 39Q: 3 clusters Score -3.893333e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140898 members 
Mstep: Class 2 contains 179435 members 
Entering Unmasked Estep 
Score: -38933340.000000 Penalty: 6287.849609
	Iteration 40F: 3 clusters Score -3.893334e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142241 members 
Mstep: Class 2 contains 178092 members 
Entering Unmasked Estep 
Score: -38933464.000000 Penalty: 6287.849609
	Iteration 41Q: 3 clusters Score -3.893346e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143424 members 
Mstep: Class 2 contains 176909 members 
Entering Unmasked Estep 
Score: -38933564.000000 Penalty: 6287.849609
	Iteration 42Q: 3 clusters Score -3.893356e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144493 members 
Mstep: Class 2 contains 175840 members 
Entering Unmasked Estep 
Score: -38933732.000000 Penalty: 6287.849609
	Iteration 43Q: 3 clusters Score -3.893373e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145410 members 
Mstep: Class 2 contains 174923 members 
Entering Unmasked Estep 
Score: -38933812.000000 Penalty: 6287.849609
	Iteration 44Q: 3 clusters Score -3.893381e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146266 members 
Mstep: Class 2 contains 174067 members 
Entering Unmasked Estep 
Score: -38933940.000000 Penalty: 6287.849609
	Iteration 45Q: 3 clusters Score -3.893394e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147056 members 
Mstep: Class 2 contains 173277 members 
Entering Unmasked Estep 
Score: -38934064.000000 Penalty: 6287.849609
	Iteration 46Q: 3 clusters Score -3.893406e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147802 members 
Mstep: Class 2 contains 172531 members 
Entering Unmasked Estep 
Score: -38934216.000000 Penalty: 6287.849609
	Iteration 47Q: 3 clusters Score -3.893422e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148448 members 
Mstep: Class 2 contains 171885 members 
Entering Unmasked Estep 
Score: -38934272.000000 Penalty: 6287.849609
	Iteration 48Q: 3 clusters Score -3.893427e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149044 members 
Mstep: Class 2 contains 171289 members 
Entering Unmasked Estep 
Score: -38934356.000000 Penalty: 6287.849609
	Iteration 49Q: 3 clusters Score -3.893436e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149671 members 
Mstep: Class 2 contains 170662 members 
Entering Unmasked Estep 
Score: -38934580.000000 Penalty: 6287.849609
	Iteration 50Q: 3 clusters Score -3.893458e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150221 members 
Mstep: Class 2 contains 170112 members 
Entering Unmasked Estep 
Score: -38934688.000000 Penalty: 6287.849609
	Iteration 51Q: 3 clusters Score -3.893469e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150685 members 
Mstep: Class 2 contains 169648 members 
Entering Unmasked Estep 
Score: -38934696.000000 Penalty: 6287.849609
	Iteration 52Q: 3 clusters Score -3.89347e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151074 members 
Mstep: Class 2 contains 169259 members 
Entering Unmasked Estep 
Score: -38934804.000000 Penalty: 6287.849609
	Iteration 53Q: 3 clusters Score -3.89348e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151405 members 
Mstep: Class 2 contains 168928 members 
Entering Unmasked Estep 
Score: -38934908.000000 Penalty: 6287.849609
	Iteration 54Q: 3 clusters Score -3.893491e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151665 members 
Mstep: Class 2 contains 168668 members 
Entering Unmasked Estep 
Score: -38935100.000000 Penalty: 6287.849609
	Iteration 55Q: 3 clusters Score -3.89351e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151910 members 
Mstep: Class 2 contains 168423 members 
Entering Unmasked Estep 
Score: -38935144.000000 Penalty: 6287.849609
	Iteration 56Q: 3 clusters Score -3.893514e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152092 members 
Mstep: Class 2 contains 168241 members 
Entering Unmasked Estep 
Score: -38935372.000000 Penalty: 6287.849609
	Iteration 57Q: 3 clusters Score -3.893537e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152224 members 
Mstep: Class 2 contains 168109 members 
Entering Unmasked Estep 
Score: -38935384.000000 Penalty: 6287.849609
	Iteration 58Q: 3 clusters Score -3.893538e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152379 members 
Mstep: Class 2 contains 167954 members 
Entering Unmasked Estep 
Score: -38935552.000000 Penalty: 6287.849609
	Iteration 59Q: 3 clusters Score -3.893555e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152542 members 
Mstep: Class 2 contains 167791 members 
Entering Unmasked Estep 
Score: -38935668.000000 Penalty: 6287.849609
	Iteration 60F: 3 clusters Score -3.893567e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152671 members 
Mstep: Class 2 contains 167662 members 
Entering Unmasked Estep 
Score: -38935804.000000 Penalty: 6287.849609
	Iteration 61Q: 3 clusters Score -3.89358e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152831 members 
Mstep: Class 2 contains 167502 members 
Entering Unmasked Estep 
Score: -38935840.000000 Penalty: 6287.849609
	Iteration 62Q: 3 clusters Score -3.893584e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152993 members 
Mstep: Class 2 contains 167340 members 
Entering Unmasked Estep 
Score: -38935856.000000 Penalty: 6287.849609
	Iteration 63Q: 3 clusters Score -3.893586e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153195 members 
Mstep: Class 2 contains 167138 members 
Entering Unmasked Estep 
Score: -38935876.000000 Penalty: 6287.849609
	Iteration 64Q: 3 clusters Score -3.893588e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153446 members 
Mstep: Class 2 contains 166887 members 
Entering Unmasked Estep 
Score: -38935928.000000 Penalty: 6287.849609
	Iteration 65Q: 3 clusters Score -3.893593e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153743 members 
Mstep: Class 2 contains 166590 members 
Entering Unmasked Estep 
Score: -38936048.000000 Penalty: 6287.849609
	Iteration 66Q: 3 clusters Score -3.893605e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154049 members 
Mstep: Class 2 contains 166284 members 
Entering Unmasked Estep 
Score: -38936100.000000 Penalty: 6287.849609
	Iteration 67Q: 3 clusters Score -3.89361e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154370 members 
Mstep: Class 2 contains 165963 members 
Entering Unmasked Estep 
Score: -38936156.000000 Penalty: 6287.849609
	Iteration 68Q: 3 clusters Score -3.893616e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154747 members 
Mstep: Class 2 contains 165586 members 
Entering Unmasked Estep 
Score: -38936148.000000 Penalty: 6287.849609
	Iteration 69Q: 3 clusters Score -3.893615e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155137 members 
Mstep: Class 2 contains 165196 members 
Entering Unmasked Estep 
Score: -38936256.000000 Penalty: 6287.849609
	Iteration 70Q: 3 clusters Score -3.893626e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155604 members 
Mstep: Class 2 contains 164729 members 
Entering Unmasked Estep 
Score: -38936368.000000 Penalty: 6287.849609
	Iteration 71Q: 3 clusters Score -3.893637e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156100 members 
Mstep: Class 2 contains 164233 members 
Entering Unmasked Estep 
Score: -38936440.000000 Penalty: 6287.849609
	Iteration 72Q: 3 clusters Score -3.893644e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156681 members 
Mstep: Class 2 contains 163652 members 
Entering Unmasked Estep 
Score: -38936496.000000 Penalty: 6287.849609
	Iteration 73Q: 3 clusters Score -3.89365e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157340 members 
Mstep: Class 2 contains 162993 members 
Entering Unmasked Estep 
Score: -38936576.000000 Penalty: 6287.849609
	Iteration 74Q: 3 clusters Score -3.893658e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158122 members 
Mstep: Class 2 contains 162211 members 
Entering Unmasked Estep 
Score: -38936692.000000 Penalty: 6287.849609
	Iteration 75Q: 3 clusters Score -3.893669e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158973 members 
Mstep: Class 2 contains 161360 members 
Entering Unmasked Estep 
Score: -38936864.000000 Penalty: 6287.849609
	Iteration 76Q: 3 clusters Score -3.893686e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159899 members 
Mstep: Class 2 contains 160434 members 
Entering Unmasked Estep 
Score: -38937044.000000 Penalty: 6287.849609
	Iteration 77Q: 3 clusters Score -3.893704e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160882 members 
Mstep: Class 2 contains 159451 members 
Entering Unmasked Estep 
Score: -38937228.000000 Penalty: 6287.849609
	Iteration 78Q: 3 clusters Score -3.893723e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161978 members 
Mstep: Class 2 contains 158355 members 
Entering Unmasked Estep 
Score: -38937420.000000 Penalty: 6287.849609
	Iteration 79Q: 3 clusters Score -3.893742e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163184 members 
Mstep: Class 2 contains 157149 members 
Entering Unmasked Estep 
Score: -38937616.000000 Penalty: 6287.849609
	Iteration 80F: 3 clusters Score -3.893762e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164475 members 
Mstep: Class 2 contains 155858 members 
Entering Unmasked Estep 
Score: -38937696.000000 Penalty: 6287.849609
	Iteration 81Q: 3 clusters Score -3.89377e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165946 members 
Mstep: Class 2 contains 154387 members 
Entering Unmasked Estep 
Score: -38937976.000000 Penalty: 6287.849609
	Iteration 82Q: 3 clusters Score -3.893798e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167520 members 
Mstep: Class 2 contains 152813 members 
Entering Unmasked Estep 
Score: -38938272.000000 Penalty: 6287.849609
	Iteration 83Q: 3 clusters Score -3.893827e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169206 members 
Mstep: Class 2 contains 151127 members 
Entering Unmasked Estep 
Score: -38938508.000000 Penalty: 6287.849609
	Iteration 84Q: 3 clusters Score -3.893851e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171172 members 
Mstep: Class 2 contains 149161 members 
Entering Unmasked Estep 
Score: -38938764.000000 Penalty: 6287.849609
	Iteration 85Q: 3 clusters Score -3.893876e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173810 members 
Mstep: Class 2 contains 146523 members 
Entering Unmasked Estep 
Score: -38939032.000000 Penalty: 6287.849609
	Iteration 86Q: 3 clusters Score -3.893903e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177125 members 
Mstep: Class 2 contains 143208 members 
Entering Unmasked Estep 
Score: -38939204.000000 Penalty: 6287.849609
	Iteration 87Q: 3 clusters Score -3.89392e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181439 members 
Mstep: Class 2 contains 138894 members 
Entering Unmasked Estep 
Score: -38939712.000000 Penalty: 6287.849609
	Iteration 88Q: 3 clusters Score -3.893971e+07 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187083 members 
Mstep: Class 2 contains 133250 members 
Entering Unmasked Estep 
Score: -38940444.000000 Penalty: 6287.849609
	Iteration 89Q: 3 clusters Score -3.894044e+07 nChanged 7353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194132 members 
Mstep: Class 2 contains 126201 members 
Entering Unmasked Estep 
Score: -38941376.000000 Penalty: 6287.849609
	Iteration 90Q: 3 clusters Score -3.894138e+07 nChanged 8919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202681 members 
Mstep: Class 2 contains 117652 members 
Entering Unmasked Estep 
Score: -38942572.000000 Penalty: 6287.849609
	Iteration 91Q: 3 clusters Score -3.894257e+07 nChanged 9899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211956 members 
Mstep: Class 2 contains 108377 members 
Entering Unmasked Estep 
Score: -38943904.000000 Penalty: 6287.849609
	Iteration 92Q: 3 clusters Score -3.89439e+07 nChanged 10228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221300 members 
Mstep: Class 2 contains 99033 members 
Entering Unmasked Estep 
Score: -38945844.000000 Penalty: 6287.849609
	Iteration 93Q: 3 clusters Score -3.894584e+07 nChanged 9803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229857 members 
Mstep: Class 2 contains 90476 members 
Entering Unmasked Estep 
Score: -38947232.000000 Penalty: 6287.849609
	Iteration 94Q: 3 clusters Score -3.894723e+07 nChanged 8833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237350 members 
Mstep: Class 2 contains 82983 members 
Entering Unmasked Estep 
Score: -38947856.000000 Penalty: 6287.849609
	Iteration 95Q: 3 clusters Score -3.894786e+07 nChanged 7323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243355 members 
Mstep: Class 2 contains 76978 members 
Entering Unmasked Estep 
Score: -38948420.000000 Penalty: 6287.849609
	Iteration 96Q: 3 clusters Score -3.894842e+07 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248310 members 
Mstep: Class 2 contains 72023 members 
Entering Unmasked Estep 
Score: -38948852.000000 Penalty: 6287.849609
	Iteration 97Q: 3 clusters Score -3.894885e+07 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252413 members 
Mstep: Class 2 contains 67920 members 
Entering Unmasked Estep 
Score: -38948836.000000 Penalty: 6287.849609
	Iteration 98Q: 3 clusters Score -3.894884e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255819 members 
Mstep: Class 2 contains 64514 members 
Entering Unmasked Estep 
Score: -38948832.000000 Penalty: 6287.849609
	Iteration 99Q: 3 clusters Score -3.894883e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258647 members 
Mstep: Class 2 contains 61686 members 
Entering Unmasked Estep 
Score: -38950840.000000 Penalty: 6287.849609
	Iteration 100F: 3 clusters Score -3.895084e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262756 members 
Mstep: Class 2 contains 57577 members 
Entering Unmasked Estep 
Score: -38951756.000000 Penalty: 6287.849609
	Iteration 101Q: 3 clusters Score -3.895176e+07 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266332 members 
Mstep: Class 2 contains 54001 members 
Entering Unmasked Estep 
Score: -38951820.000000 Penalty: 6287.849609
	Iteration 102Q: 3 clusters Score -3.895182e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269440 members 
Mstep: Class 2 contains 50893 members 
Entering Unmasked Estep 
Score: -38951928.000000 Penalty: 6287.849609
	Iteration 103Q: 3 clusters Score -3.895193e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272227 members 
Mstep: Class 2 contains 48106 members 
Entering Unmasked Estep 
Score: -38952052.000000 Penalty: 6287.849609
	Iteration 104Q: 3 clusters Score -3.895205e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274709 members 
Mstep: Class 2 contains 45624 members 
Entering Unmasked Estep 
Score: -38951980.000000 Penalty: 6287.849609
	Iteration 105Q: 3 clusters Score -3.895198e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276955 members 
Mstep: Class 2 contains 43378 members 
Entering Unmasked Estep 
Score: -38951848.000000 Penalty: 6287.849609
	Iteration 106Q: 3 clusters Score -3.895185e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279085 members 
Mstep: Class 2 contains 41248 members 
Entering Unmasked Estep 
Score: -38951988.000000 Penalty: 6287.849609
	Iteration 107Q: 3 clusters Score -3.895199e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281188 members 
Mstep: Class 2 contains 39145 members 
Entering Unmasked Estep 
Score: -38951868.000000 Penalty: 6287.849609
	Iteration 108Q: 3 clusters Score -3.895187e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283126 members 
Mstep: Class 2 contains 37207 members 
Entering Unmasked Estep 
Score: -38951988.000000 Penalty: 6287.849609
	Iteration 109Q: 3 clusters Score -3.895199e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284977 members 
Mstep: Class 2 contains 35356 members 
Entering Unmasked Estep 
Score: -38951868.000000 Penalty: 6287.849609
	Iteration 110Q: 3 clusters Score -3.895187e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286752 members 
Mstep: Class 2 contains 33581 members 
Entering Unmasked Estep 
Score: -38951816.000000 Penalty: 6287.849609
	Iteration 111Q: 3 clusters Score -3.895182e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288407 members 
Mstep: Class 2 contains 31926 members 
Entering Unmasked Estep 
Score: -38951800.000000 Penalty: 6287.849609
	Iteration 112Q: 3 clusters Score -3.89518e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289999 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
Score: -38951672.000000 Penalty: 6287.849609
	Iteration 113Q: 3 clusters Score -3.895167e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291551 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -38951704.000000 Penalty: 6287.849609
	Iteration 114Q: 3 clusters Score -3.89517e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293057 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -38951668.000000 Penalty: 6287.849609
	Iteration 115Q: 3 clusters Score -3.895167e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294517 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -38951800.000000 Penalty: 6287.849609
	Iteration 116Q: 3 clusters Score -3.89518e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295850 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -38952024.000000 Penalty: 6287.849609
	Iteration 117Q: 3 clusters Score -3.895202e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297141 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -38952216.000000 Penalty: 6287.849609
	Iteration 118Q: 3 clusters Score -3.895222e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298348 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -38952512.000000 Penalty: 6287.849609
	Iteration 119Q: 3 clusters Score -3.895251e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299553 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -38952484.000000 Penalty: 6287.849609
	Iteration 120F: 3 clusters Score -3.895248e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300703 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -38952736.000000 Penalty: 6287.849609
	Iteration 121Q: 3 clusters Score -3.895274e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301871 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -38952976.000000 Penalty: 6287.849609
	Iteration 122Q: 3 clusters Score -3.895298e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303013 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -38953232.000000 Penalty: 6287.849609
	Iteration 123Q: 3 clusters Score -3.895323e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304107 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -38953440.000000 Penalty: 6287.849609
	Iteration 124Q: 3 clusters Score -3.895344e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305140 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -38953740.000000 Penalty: 6287.849609
	Iteration 125Q: 3 clusters Score -3.895374e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306155 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -38954196.000000 Penalty: 6287.849609
	Iteration 126Q: 3 clusters Score -3.89542e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307108 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -38954560.000000 Penalty: 6287.849609
	Iteration 127Q: 3 clusters Score -3.895456e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308026 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -38954788.000000 Penalty: 6287.849609
	Iteration 128Q: 3 clusters Score -3.895479e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308885 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -38955140.000000 Penalty: 6287.849609
	Iteration 129Q: 3 clusters Score -3.895514e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309624 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -38955296.000000 Penalty: 6287.849609
	Iteration 130Q: 3 clusters Score -3.89553e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310321 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -38955540.000000 Penalty: 6287.849609
	Iteration 131Q: 3 clusters Score -3.895554e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310958 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -38955780.000000 Penalty: 6287.849609
	Iteration 132Q: 3 clusters Score -3.895578e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311567 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -38955964.000000 Penalty: 6287.849609
	Iteration 133Q: 3 clusters Score -3.895596e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312130 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -38956124.000000 Penalty: 6287.849609
	Iteration 134Q: 3 clusters Score -3.895612e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312639 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -38956364.000000 Penalty: 6287.849609
	Iteration 135Q: 3 clusters Score -3.895636e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313100 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -38956500.000000 Penalty: 6287.849609
	Iteration 136Q: 3 clusters Score -3.89565e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313523 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -38956660.000000 Penalty: 6287.849609
	Iteration 137Q: 3 clusters Score -3.895666e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313873 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -38956704.000000 Penalty: 6287.849609
	Iteration 138Q: 3 clusters Score -3.89567e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314202 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -38956832.000000 Penalty: 6287.849609
	Iteration 139Q: 3 clusters Score -3.895683e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314495 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -38956960.000000 Penalty: 6287.849609
	Iteration 140F: 3 clusters Score -3.895696e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314762 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -38957056.000000 Penalty: 6287.849609
	Iteration 141Q: 3 clusters Score -3.895706e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315022 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -38957232.000000 Penalty: 6287.849609
	Iteration 142Q: 3 clusters Score -3.895723e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315256 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -38957420.000000 Penalty: 6287.849609
	Iteration 143Q: 3 clusters Score -3.895742e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315464 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -38957460.000000 Penalty: 6287.849609
	Iteration 144Q: 3 clusters Score -3.895746e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315677 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -38957524.000000 Penalty: 6287.849609
	Iteration 145Q: 3 clusters Score -3.895752e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315854 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -38957616.000000 Penalty: 6287.849609
	Iteration 146Q: 3 clusters Score -3.895762e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316020 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -38957668.000000 Penalty: 6287.849609
	Iteration 147Q: 3 clusters Score -3.895767e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316189 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -38957708.000000 Penalty: 6287.849609
	Iteration 148Q: 3 clusters Score -3.895771e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316334 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -38957696.000000 Penalty: 6287.849609
	Iteration 149Q: 3 clusters Score -3.89577e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316468 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -38957784.000000 Penalty: 6287.849609
	Iteration 150Q: 3 clusters Score -3.895778e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316568 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -38957812.000000 Penalty: 6287.849609
	Iteration 151Q: 3 clusters Score -3.895781e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316657 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -38957876.000000 Penalty: 6287.849609
	Iteration 152Q: 3 clusters Score -3.895788e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316740 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -38957916.000000 Penalty: 6287.849609
	Iteration 153Q: 3 clusters Score -3.895792e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316832 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -38957952.000000 Penalty: 6287.849609
	Iteration 154Q: 3 clusters Score -3.895795e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316941 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -38958040.000000 Penalty: 6287.849609
	Iteration 155Q: 3 clusters Score -3.895804e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317034 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -38958132.000000 Penalty: 6287.849609
	Iteration 156Q: 3 clusters Score -3.895813e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317135 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -38958200.000000 Penalty: 6287.849609
	Iteration 157Q: 3 clusters Score -3.89582e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317211 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -38958188.000000 Penalty: 6287.849609
	Iteration 158Q: 3 clusters Score -3.895819e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317288 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -38958208.000000 Penalty: 6287.849609
	Iteration 159Q: 3 clusters Score -3.895821e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317354 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -38958328.000000 Penalty: 6287.849609
	Iteration 160F: 3 clusters Score -3.895833e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317427 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -38958352.000000 Penalty: 6287.849609
	Iteration 161Q: 3 clusters Score -3.895835e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317492 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -38958440.000000 Penalty: 6287.849609
	Iteration 162Q: 3 clusters Score -3.895844e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317546 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -38958472.000000 Penalty: 6287.849609
	Iteration 163Q: 3 clusters Score -3.895847e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317595 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -38958512.000000 Penalty: 6287.849609
	Iteration 164Q: 3 clusters Score -3.895851e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317644 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -38958536.000000 Penalty: 6287.849609
	Iteration 165Q: 3 clusters Score -3.895854e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317683 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -38958544.000000 Penalty: 6287.849609
	Iteration 166Q: 3 clusters Score -3.895854e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317721 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -38958588.000000 Penalty: 6287.849609
	Iteration 167Q: 3 clusters Score -3.895859e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317756 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -38958628.000000 Penalty: 6287.849609
	Iteration 168Q: 3 clusters Score -3.895863e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317793 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -38958648.000000 Penalty: 6287.849609
	Iteration 169Q: 3 clusters Score -3.895865e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317814 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -38958664.000000 Penalty: 6287.849609
	Iteration 170Q: 3 clusters Score -3.895866e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317836 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -38958656.000000 Penalty: 6287.849609
	Iteration 171Q: 3 clusters Score -3.895866e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317857 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -38958668.000000 Penalty: 6287.849609
	Iteration 172Q: 3 clusters Score -3.895867e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317868 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -38958652.000000 Penalty: 6287.849609
	Iteration 173Q: 3 clusters Score -3.895865e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317879 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -38958672.000000 Penalty: 6287.849609
	Iteration 174Q: 3 clusters Score -3.895867e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317893 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -38958668.000000 Penalty: 6287.849609
	Iteration 175Q: 3 clusters Score -3.895867e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317912 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -38958692.000000 Penalty: 6287.849609
	Iteration 176Q: 3 clusters Score -3.895869e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317931 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -38958676.000000 Penalty: 6287.849609
	Iteration 177Q: 3 clusters Score -3.895868e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317946 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -38958696.000000 Penalty: 6287.849609
	Iteration 178Q: 3 clusters Score -3.89587e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317959 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -38958740.000000 Penalty: 6287.849609
	Iteration 179Q: 3 clusters Score -3.895874e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317965 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -38958728.000000 Penalty: 6287.849609
	Iteration 180F: 3 clusters Score -3.895873e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317980 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -38958764.000000 Penalty: 6287.849609
	Iteration 181Q: 3 clusters Score -3.895876e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317992 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -38958780.000000 Penalty: 6287.849609
	Iteration 182Q: 3 clusters Score -3.895878e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318005 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -38958744.000000 Penalty: 6287.849609
	Iteration 183Q: 3 clusters Score -3.895874e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318009 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -38958760.000000 Penalty: 6287.849609
	Iteration 184Q: 3 clusters Score -3.895876e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318015 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -38958744.000000 Penalty: 6287.849609
	Iteration 185Q: 3 clusters Score -3.895874e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318016 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -38958740.000000 Penalty: 6287.849609
	Iteration 186Q: 3 clusters Score -3.895874e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318017 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -38958768.000000 Penalty: 6287.849609
	Iteration 187Q: 3 clusters Score -3.895877e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318020 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -38958752.000000 Penalty: 6287.849609
	Iteration 188Q: 3 clusters Score -3.895875e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318025 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -38958764.000000 Penalty: 6287.849609
	Iteration 189Q: 3 clusters Score -3.895876e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318030 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -38958760.000000 Penalty: 6287.849609
	Iteration 190Q: 3 clusters Score -3.895876e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318040 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -38958768.000000 Penalty: 6287.849609
	Iteration 191Q: 3 clusters Score -3.895877e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318048 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -38958776.000000 Penalty: 6287.849609
	Iteration 192Q: 3 clusters Score -3.895878e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318055 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -38958740.000000 Penalty: 6287.849609
	Iteration 193Q: 3 clusters Score -3.895874e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318062 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -38958788.000000 Penalty: 6287.849609
	Iteration 194Q: 3 clusters Score -3.895879e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318074 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -38958800.000000 Penalty: 6287.849609
	Iteration 195Q: 3 clusters Score -3.89588e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318090 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -38958816.000000 Penalty: 6287.849609
	Iteration 196Q: 3 clusters Score -3.895882e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318093 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -38958832.000000 Penalty: 6287.849609
	Iteration 197Q: 3 clusters Score -3.895883e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318099 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -38958816.000000 Penalty: 6287.849609
	Iteration 198Q: 3 clusters Score -3.895882e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318106 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -38958848.000000 Penalty: 6287.849609
	Iteration 199Q: 3 clusters Score -3.895885e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318113 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -38958832.000000 Penalty: 6287.849609
	Iteration 200F: 3 clusters Score -3.895883e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318117 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -38958828.000000 Penalty: 6287.849609
	Iteration 201Q: 3 clusters Score -3.895883e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318123 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -38958852.000000 Penalty: 6287.849609
	Iteration 202Q: 3 clusters Score -3.895885e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318125 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -38958868.000000 Penalty: 6287.849609
	Iteration 203Q: 3 clusters Score -3.895887e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318129 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -38958868.000000 Penalty: 6287.849609
	Iteration 204Q: 3 clusters Score -3.895887e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318130 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -38958864.000000 Penalty: 6287.849609
	Iteration 205Q: 3 clusters Score -3.895886e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318130 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -38958864.000000 Penalty: 6287.849609
	Iteration 206F: 3 clusters Score -3.895886e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Entering Unmasked Estep 
Score: -609671.062500 Penalty: 2128.067871
	Iteration 0F: 2 clusters Score -609671.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -605034.437500 Penalty: 4256.135742
	Iteration 0F: 3 clusters Score -605034.4 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -606257.000000 Penalty: 4256.135742
	Iteration 1F: 3 clusters Score -606257 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -606661.437500 Penalty: 4256.135742
	Iteration 2F: 3 clusters Score -606661.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -607038.625000 Penalty: 4256.135742
	Iteration 3F: 3 clusters Score -607038.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -607372.500000 Penalty: 4256.135742
	Iteration 4F: 3 clusters Score -607372.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -607691.875000 Penalty: 4256.135742
	Iteration 5F: 3 clusters Score -607691.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -607961.000000 Penalty: 4256.135742
	Iteration 6F: 3 clusters Score -607961 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -608156.562500 Penalty: 4256.135742
	Iteration 7Q: 3 clusters Score -608156.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -608267.250000 Penalty: 4256.135742
	Iteration 8Q: 3 clusters Score -608267.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -608355.312500 Penalty: 4256.135742
	Iteration 9Q: 3 clusters Score -608355.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -608403.937500 Penalty: 4256.135742
	Iteration 10Q: 3 clusters Score -608403.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -608439.625000 Penalty: 4256.135742
	Iteration 11Q: 3 clusters Score -608439.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -608455.437500 Penalty: 4256.135742
	Iteration 12Q: 3 clusters Score -608455.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -608471.750000 Penalty: 4256.135742
	Iteration 13Q: 3 clusters Score -608471.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -608489.687500 Penalty: 4256.135742
	Iteration 14Q: 3 clusters Score -608489.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -608499.937500 Penalty: 4256.135742
	Iteration 15Q: 3 clusters Score -608499.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -608508.437500 Penalty: 4256.135742
	Iteration 16Q: 3 clusters Score -608508.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -608516.375000 Penalty: 4256.135742
	Iteration 17Q: 3 clusters Score -608516.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -608523.062500 Penalty: 4256.135742
	Iteration 18Q: 3 clusters Score -608523.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -608528.500000 Penalty: 4256.135742
	Iteration 19Q: 3 clusters Score -608528.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -608534.000000 Penalty: 4256.135742
	Iteration 20F: 3 clusters Score -608534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -608540.250000 Penalty: 4256.135742
	Iteration 21Q: 3 clusters Score -608540.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -608544.750000 Penalty: 4256.135742
	Iteration 22Q: 3 clusters Score -608544.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -608547.812500 Penalty: 4256.135742
	Iteration 23Q: 3 clusters Score -608547.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -608549.250000 Penalty: 4256.135742
	Iteration 24Q: 3 clusters Score -608549.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -608550.562500 Penalty: 4256.135742
	Iteration 25Q: 3 clusters Score -608550.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -608551.125000 Penalty: 4256.135742
	Iteration 26Q: 3 clusters Score -608551.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -608552.062500 Penalty: 4256.135742
	Iteration 27Q: 3 clusters Score -608552.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -608552.812500 Penalty: 4256.135742
	Iteration 28Q: 3 clusters Score -608552.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -608552.687500 Penalty: 4256.135742
	Iteration 29Q: 3 clusters Score -608552.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -608553.187500 Penalty: 4256.135742
	Iteration 30Q: 3 clusters Score -608553.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -608552.875000 Penalty: 4256.135742
	Iteration 31Q: 3 clusters Score -608552.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -608553.000000 Penalty: 4256.135742
	Iteration 32Q: 3 clusters Score -608553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -608553.000000 Penalty: 4256.135742
	Iteration 33F: 3 clusters Score -608553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Entering Unmasked Estep 
Score: -211205.843750 Penalty: 1889.934814
	Iteration 0F: 2 clusters Score -211205.8 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 993 members 
Entering Unmasked Estep 
Score: -208669.265625 Penalty: 3779.869629
	Iteration 0F: 3 clusters Score -208669.3 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -209855.781250 Penalty: 3779.869629
	Iteration 1F: 3 clusters Score -209855.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -210574.906250 Penalty: 3779.869629
	Iteration 2F: 3 clusters Score -210574.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -211072.109375 Penalty: 3779.869629
	Iteration 3F: 3 clusters Score -211072.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -211554.203125 Penalty: 3779.869629
	Iteration 4F: 3 clusters Score -211554.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -211962.625000 Penalty: 3779.869629
	Iteration 5F: 3 clusters Score -211962.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -212140.671875 Penalty: 3779.869629
	Iteration 6Q: 3 clusters Score -212140.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -212246.093750 Penalty: 3779.869629
	Iteration 7Q: 3 clusters Score -212246.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -212326.203125 Penalty: 3779.869629
	Iteration 8Q: 3 clusters Score -212326.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -212409.421875 Penalty: 3779.869629
	Iteration 9Q: 3 clusters Score -212409.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -212541.593750 Penalty: 3779.869629
	Iteration 10Q: 3 clusters Score -212541.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -212699.984375 Penalty: 3779.869629
	Iteration 11Q: 3 clusters Score -212700 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -212777.250000 Penalty: 3779.869629
	Iteration 12Q: 3 clusters Score -212777.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -212808.968750 Penalty: 3779.869629
	Iteration 13Q: 3 clusters Score -212809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -212847.609375 Penalty: 3779.869629
	Iteration 14Q: 3 clusters Score -212847.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -212913.937500 Penalty: 3779.869629
	Iteration 15Q: 3 clusters Score -212913.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -212936.703125 Penalty: 3779.869629
	Iteration 16Q: 3 clusters Score -212936.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -212941.312500 Penalty: 3779.869629
	Iteration 17Q: 3 clusters Score -212941.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -212942.093750 Penalty: 3779.869629
	Iteration 18Q: 3 clusters Score -212942.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -212942.093750 Penalty: 3779.869629
	Iteration 19F: 3 clusters Score -212942.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 169805 members 
Mstep: Class 2 contains 724 members 
Mstep: Class 3 contains 242982 members 
Mstep: Class 4 contains 32850 members 
Mstep: Class 5 contains 83697 members 
Mstep: Class 6 contains 31795 members 
Mstep: Class 7 contains 5328 members 
Mstep: Class 8 contains 6372 members 
Mstep: Class 9 contains 55473 members 
Mstep: Class 10 contains 26667 members 
Mstep: Class 11 contains 15120 members 
Mstep: Class 12 contains 15406 members 
Mstep: Class 13 contains 243842 members 
Mstep: Class 14 contains 12180 members 
Mstep: Class 15 contains 164916 members 
Mstep: Class 16 contains 14323 members 
Mstep: Class 17 contains 10480 members 
Mstep: Class 18 contains 7650 members 
Mstep: Class 19 contains 9047 members 
Mstep: Class 20 contains 6834 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 320333 members 
Mstep: Class 23 contains 5329 members 
Mstep: Class 24 contains 628 members 
Mstep: Class 25 contains 83318 members 
Mstep: Class 26 contains 8107 members 
Mstep: Class 27 contains 65235 members 
Mstep: Class 28 contains 66577 members 
Mstep: Class 29 contains 210420 members 
Mstep: Class 30 contains 9151 members 
Mstep: Class 31 contains 6376 members 
Mstep: Class 32 contains 10508 members 
Mstep: Class 33 contains 31713 members 
Mstep: Class 34 contains 10410 members 
Mstep: Class 35 contains 1746 members 
Mstep: Class 36 contains 1412 members 
Entering Unmasked Estep 
Score: -235416304.000000 Penalty: 129489.281250
Splitting cluster 24 changes total score from -235396192.000000 to -235416304.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 25 (83318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83318 members 
Entering Unmasked Estep 
Score: -10167660.000000 Penalty: 2809.944092
	Iteration 0F: 2 clusters Score -1.016766e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 41636 members 
Entering Unmasked Estep 
Score: -10112015.000000 Penalty: 5619.888184
	Iteration 0F: 3 clusters Score -1.011202e+07 nChanged 39124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41844 members 
Mstep: Class 2 contains 41474 members 
Entering Unmasked Estep 
Score: -10134133.000000 Penalty: 5619.888184
	Iteration 1F: 3 clusters Score -1.013413e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41973 members 
Mstep: Class 2 contains 41345 members 
Entering Unmasked Estep 
Score: -10134811.000000 Penalty: 5619.888184
	Iteration 2Q: 3 clusters Score -1.013481e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42078 members 
Mstep: Class 2 contains 41240 members 
Entering Unmasked Estep 
Score: -10135522.000000 Penalty: 5619.888184
	Iteration 3Q: 3 clusters Score -1.013552e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42218 members 
Mstep: Class 2 contains 41100 members 
Entering Unmasked Estep 
Score: -10136328.000000 Penalty: 5619.888184
	Iteration 4Q: 3 clusters Score -1.013633e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42216 members 
Mstep: Class 2 contains 41102 members 
Entering Unmasked Estep 
Score: -10137154.000000 Penalty: 5619.888184
	Iteration 5Q: 3 clusters Score -1.013715e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42083 members 
Mstep: Class 2 contains 41235 members 
Entering Unmasked Estep 
Score: -10137942.000000 Penalty: 5619.888184
	Iteration 6Q: 3 clusters Score -1.013794e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41795 members 
Mstep: Class 2 contains 41523 members 
Entering Unmasked Estep 
Score: -10138731.000000 Penalty: 5619.888184
	Iteration 7Q: 3 clusters Score -1.013873e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41261 members 
Mstep: Class 2 contains 42057 members 
Entering Unmasked Estep 
Score: -10139674.000000 Penalty: 5619.888184
	Iteration 8Q: 3 clusters Score -1.013967e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40491 members 
Mstep: Class 2 contains 42827 members 
Entering Unmasked Estep 
Score: -10140781.000000 Penalty: 5619.888184
	Iteration 9Q: 3 clusters Score -1.014078e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39480 members 
Mstep: Class 2 contains 43838 members 
Entering Unmasked Estep 
Score: -10141966.000000 Penalty: 5619.888184
	Iteration 10Q: 3 clusters Score -1.014197e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38259 members 
Mstep: Class 2 contains 45059 members 
Entering Unmasked Estep 
Score: -10143163.000000 Penalty: 5619.888184
	Iteration 11Q: 3 clusters Score -1.014316e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36889 members 
Mstep: Class 2 contains 46429 members 
Entering Unmasked Estep 
Score: -10144484.000000 Penalty: 5619.888184
	Iteration 12Q: 3 clusters Score -1.014448e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35366 members 
Mstep: Class 2 contains 47952 members 
Entering Unmasked Estep 
Score: -10145860.000000 Penalty: 5619.888184
	Iteration 13Q: 3 clusters Score -1.014586e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33649 members 
Mstep: Class 2 contains 49669 members 
Entering Unmasked Estep 
Score: -10147424.000000 Penalty: 5619.888184
	Iteration 14Q: 3 clusters Score -1.014742e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31903 members 
Mstep: Class 2 contains 51415 members 
Entering Unmasked Estep 
Score: -10149135.000000 Penalty: 5619.888184
	Iteration 15Q: 3 clusters Score -1.014914e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 53143 members 
Entering Unmasked Estep 
Score: -10151046.000000 Penalty: 5619.888184
	Iteration 16Q: 3 clusters Score -1.015105e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 54741 members 
Entering Unmasked Estep 
Score: -10152974.000000 Penalty: 5619.888184
	Iteration 17Q: 3 clusters Score -1.015297e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 56092 members 
Entering Unmasked Estep 
Score: -10154459.000000 Penalty: 5619.888184
	Iteration 18Q: 3 clusters Score -1.015446e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 57224 members 
Entering Unmasked Estep 
Score: -10155383.000000 Penalty: 5619.888184
	Iteration 19Q: 3 clusters Score -1.015538e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 58249 members 
Entering Unmasked Estep 
Score: -10156032.000000 Penalty: 5619.888184
	Iteration 20F: 3 clusters Score -1.015603e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 59229 members 
Entering Unmasked Estep 
Score: -10156432.000000 Penalty: 5619.888184
	Iteration 21Q: 3 clusters Score -1.015643e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 60155 members 
Entering Unmasked Estep 
Score: -10156724.000000 Penalty: 5619.888184
	Iteration 22Q: 3 clusters Score -1.015672e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 61068 members 
Entering Unmasked Estep 
Score: -10156971.000000 Penalty: 5619.888184
	Iteration 23Q: 3 clusters Score -1.015697e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 61940 members 
Entering Unmasked Estep 
Score: -10157205.000000 Penalty: 5619.888184
	Iteration 24Q: 3 clusters Score -1.01572e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 62848 members 
Entering Unmasked Estep 
Score: -10157535.000000 Penalty: 5619.888184
	Iteration 25Q: 3 clusters Score -1.015754e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 63741 members 
Entering Unmasked Estep 
Score: -10157799.000000 Penalty: 5619.888184
	Iteration 26Q: 3 clusters Score -1.01578e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 64618 members 
Entering Unmasked Estep 
Score: -10158050.000000 Penalty: 5619.888184
	Iteration 27Q: 3 clusters Score -1.015805e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 65520 members 
Entering Unmasked Estep 
Score: -10158298.000000 Penalty: 5619.888184
	Iteration 28Q: 3 clusters Score -1.01583e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 66483 members 
Entering Unmasked Estep 
Score: -10158637.000000 Penalty: 5619.888184
	Iteration 29Q: 3 clusters Score -1.015864e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 67522 members 
Entering Unmasked Estep 
Score: -10158944.000000 Penalty: 5619.888184
	Iteration 30Q: 3 clusters Score -1.015894e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 68594 members 
Entering Unmasked Estep 
Score: -10159295.000000 Penalty: 5619.888184
	Iteration 31Q: 3 clusters Score -1.01593e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 69679 members 
Entering Unmasked Estep 
Score: -10159631.000000 Penalty: 5619.888184
	Iteration 32Q: 3 clusters Score -1.015963e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 70714 members 
Entering Unmasked Estep 
Score: -10159965.000000 Penalty: 5619.888184
	Iteration 33Q: 3 clusters Score -1.015996e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 71827 members 
Entering Unmasked Estep 
Score: -10160373.000000 Penalty: 5619.888184
	Iteration 34Q: 3 clusters Score -1.016037e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 72955 members 
Entering Unmasked Estep 
Score: -10160819.000000 Penalty: 5619.888184
	Iteration 35Q: 3 clusters Score -1.016082e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 74077 members 
Entering Unmasked Estep 
Score: -10161312.000000 Penalty: 5619.888184
	Iteration 36Q: 3 clusters Score -1.016131e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 75188 members 
Entering Unmasked Estep 
Score: -10161812.000000 Penalty: 5619.888184
	Iteration 37Q: 3 clusters Score -1.016181e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 76322 members 
Entering Unmasked Estep 
Score: -10162430.000000 Penalty: 5619.888184
	Iteration 38Q: 3 clusters Score -1.016243e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 77419 members 
Entering Unmasked Estep 
Score: -10163017.000000 Penalty: 5619.888184
	Iteration 39Q: 3 clusters Score -1.016302e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 78431 members 
Entering Unmasked Estep 
Score: -10163652.000000 Penalty: 5619.888184
	Iteration 40F: 3 clusters Score -1.016365e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 79314 members 
Entering Unmasked Estep 
Score: -10164199.000000 Penalty: 5619.888184
	Iteration 41Q: 3 clusters Score -1.01642e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 80060 members 
Entering Unmasked Estep 
Score: -10164646.000000 Penalty: 5619.888184
	Iteration 42Q: 3 clusters Score -1.016465e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 80634 members 
Entering Unmasked Estep 
Score: -10165012.000000 Penalty: 5619.888184
	Iteration 43Q: 3 clusters Score -1.016501e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 81033 members 
Entering Unmasked Estep 
Score: -10165212.000000 Penalty: 5619.888184
	Iteration 44Q: 3 clusters Score -1.016521e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 81352 members 
Entering Unmasked Estep 
Score: -10165349.000000 Penalty: 5619.888184
	Iteration 45Q: 3 clusters Score -1.016535e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 81598 members 
Entering Unmasked Estep 
Score: -10165489.000000 Penalty: 5619.888184
	Iteration 46Q: 3 clusters Score -1.016549e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 81793 members 
Entering Unmasked Estep 
Score: -10165590.000000 Penalty: 5619.888184
	Iteration 47Q: 3 clusters Score -1.016559e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 81920 members 
Entering Unmasked Estep 
Score: -10165645.000000 Penalty: 5619.888184
	Iteration 48Q: 3 clusters Score -1.016564e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 81986 members 
Entering Unmasked Estep 
Score: -10165668.000000 Penalty: 5619.888184
	Iteration 49Q: 3 clusters Score -1.016567e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 82042 members 
Entering Unmasked Estep 
Score: -10165694.000000 Penalty: 5619.888184
	Iteration 50Q: 3 clusters Score -1.016569e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 82067 members 
Entering Unmasked Estep 
Score: -10165707.000000 Penalty: 5619.888184
	Iteration 51Q: 3 clusters Score -1.016571e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 82078 members 
Entering Unmasked Estep 
Score: -10165706.000000 Penalty: 5619.888184
	Iteration 52Q: 3 clusters Score -1.016571e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 82092 members 
Entering Unmasked Estep 
Score: -10165722.000000 Penalty: 5619.888184
	Iteration 53Q: 3 clusters Score -1.016572e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 82106 members 
Entering Unmasked Estep 
Score: -10165718.000000 Penalty: 5619.888184
	Iteration 54Q: 3 clusters Score -1.016572e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 82116 members 
Entering Unmasked Estep 
Score: -10165737.000000 Penalty: 5619.888184
	Iteration 55Q: 3 clusters Score -1.016574e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 82128 members 
Entering Unmasked Estep 
Score: -10165732.000000 Penalty: 5619.888184
	Iteration 56Q: 3 clusters Score -1.016573e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 82137 members 
Entering Unmasked Estep 
Score: -10165742.000000 Penalty: 5619.888184
	Iteration 57Q: 3 clusters Score -1.016574e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 82143 members 
Entering Unmasked Estep 
Score: -10165747.000000 Penalty: 5619.888184
	Iteration 58Q: 3 clusters Score -1.016575e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 82153 members 
Entering Unmasked Estep 
Score: -10165740.000000 Penalty: 5619.888184
	Iteration 59Q: 3 clusters Score -1.016574e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 82157 members 
Entering Unmasked Estep 
Score: -10165739.000000 Penalty: 5619.888184
	Iteration 60F: 3 clusters Score -1.016574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 82158 members 
Entering Unmasked Estep 
Score: -10165735.000000 Penalty: 5619.888184
	Iteration 61Q: 3 clusters Score -1.016574e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 82159 members 
Entering Unmasked Estep 
Score: -10165740.000000 Penalty: 5619.888184
	Iteration 62Q: 3 clusters Score -1.016574e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 82159 members 
Entering Unmasked Estep 
Score: -10165740.000000 Penalty: 5619.888184
	Iteration 63F: 3 clusters Score -1.016574e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Entering Unmasked Estep 
Score: -908039.875000 Penalty: 2232.119873
	Iteration 0F: 2 clusters Score -908039.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -901663.562500 Penalty: 4464.239746
	Iteration 0F: 3 clusters Score -901663.6 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -903752.687500 Penalty: 4464.239746
	Iteration 1F: 3 clusters Score -903752.7 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -904630.437500 Penalty: 4464.239746
	Iteration 2F: 3 clusters Score -904630.4 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -905654.250000 Penalty: 4464.239746
	Iteration 3F: 3 clusters Score -905654.2 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -906681.562500 Penalty: 4464.239746
	Iteration 4F: 3 clusters Score -906681.6 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -907436.250000 Penalty: 4464.239746
	Iteration 5F: 3 clusters Score -907436.2 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -907925.062500 Penalty: 4464.239746
	Iteration 6F: 3 clusters Score -907925.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -908250.187500 Penalty: 4464.239746
	Iteration 7Q: 3 clusters Score -908250.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -908481.812500 Penalty: 4464.239746
	Iteration 8Q: 3 clusters Score -908481.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -908620.000000 Penalty: 4464.239746
	Iteration 9Q: 3 clusters Score -908620 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -908699.187500 Penalty: 4464.239746
	Iteration 10Q: 3 clusters Score -908699.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -908746.625000 Penalty: 4464.239746
	Iteration 11Q: 3 clusters Score -908746.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -908777.312500 Penalty: 4464.239746
	Iteration 12Q: 3 clusters Score -908777.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -908797.187500 Penalty: 4464.239746
	Iteration 13Q: 3 clusters Score -908797.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -908814.125000 Penalty: 4464.239746
	Iteration 14Q: 3 clusters Score -908814.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -908828.312500 Penalty: 4464.239746
	Iteration 15Q: 3 clusters Score -908828.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -908838.437500 Penalty: 4464.239746
	Iteration 16Q: 3 clusters Score -908838.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -908842.312500 Penalty: 4464.239746
	Iteration 17Q: 3 clusters Score -908842.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -908845.125000 Penalty: 4464.239746
	Iteration 18Q: 3 clusters Score -908845.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -908845.687500 Penalty: 4464.239746
	Iteration 19Q: 3 clusters Score -908845.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -908847.812500 Penalty: 4464.239746
	Iteration 20F: 3 clusters Score -908847.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -908850.312500 Penalty: 4464.239746
	Iteration 21Q: 3 clusters Score -908850.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -908853.812500 Penalty: 4464.239746
	Iteration 22Q: 3 clusters Score -908853.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -908854.625000 Penalty: 4464.239746
	Iteration 23Q: 3 clusters Score -908854.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -908858.250000 Penalty: 4464.239746
	Iteration 24Q: 3 clusters Score -908858.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -908860.000000 Penalty: 4464.239746
	Iteration 25Q: 3 clusters Score -908860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -908859.875000 Penalty: 4464.239746
	Iteration 26Q: 3 clusters Score -908859.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -908861.250000 Penalty: 4464.239746
	Iteration 27Q: 3 clusters Score -908861.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -908861.250000 Penalty: 4464.239746
	Iteration 28F: 3 clusters Score -908861.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 169805 members 
Mstep: Class 2 contains 724 members 
Mstep: Class 3 contains 242982 members 
Mstep: Class 4 contains 32850 members 
Mstep: Class 5 contains 83697 members 
Mstep: Class 6 contains 31795 members 
Mstep: Class 7 contains 5328 members 
Mstep: Class 8 contains 6372 members 
Mstep: Class 9 contains 55473 members 
Mstep: Class 10 contains 26667 members 
Mstep: Class 11 contains 15120 members 
Mstep: Class 12 contains 15406 members 
Mstep: Class 13 contains 243842 members 
Mstep: Class 14 contains 12180 members 
Mstep: Class 15 contains 164916 members 
Mstep: Class 16 contains 14323 members 
Mstep: Class 17 contains 10480 members 
Mstep: Class 18 contains 7650 members 
Mstep: Class 19 contains 9047 members 
Mstep: Class 20 contains 6834 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 320333 members 
Mstep: Class 23 contains 5329 members 
Mstep: Class 24 contains 628 members 
Mstep: Class 25 contains 83318 members 
Mstep: Class 26 contains 659 members 
Mstep: Class 27 contains 65235 members 
Mstep: Class 28 contains 66577 members 
Mstep: Class 29 contains 210420 members 
Mstep: Class 30 contains 9151 members 
Mstep: Class 31 contains 6376 members 
Mstep: Class 32 contains 10508 members 
Mstep: Class 33 contains 31713 members 
Mstep: Class 34 contains 10410 members 
Mstep: Class 35 contains 1746 members 
Mstep: Class 36 contains 1412 members 
Mstep: Class 37 contains 7448 members 
Entering Unmasked Estep 
Score: -235415360.000000 Penalty: 133086.203125
Splitting cluster 26 changes total score from -235396192.000000 to -235415360.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 27 (65235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65235 members 
Entering Unmasked Estep 
Score: -7933318.500000 Penalty: 2749.266357
	Iteration 0F: 2 clusters Score -7933318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32486 members 
Mstep: Class 2 contains 32749 members 
Entering Unmasked Estep 
Score: -7889861.000000 Penalty: 5498.532715
	Iteration 0F: 3 clusters Score -7889861 nChanged 30305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33259 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -7907545.500000 Penalty: 5498.532715
	Iteration 1F: 3 clusters Score -7907546 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33825 members 
Mstep: Class 2 contains 31410 members 
Entering Unmasked Estep 
Score: -7908958.000000 Penalty: 5498.532715
	Iteration 2F: 3 clusters Score -7908958 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34646 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -7910778.000000 Penalty: 5498.532715
	Iteration 3F: 3 clusters Score -7910778 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35691 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -7912905.000000 Penalty: 5498.532715
	Iteration 4F: 3 clusters Score -7912905 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36922 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -7915131.500000 Penalty: 5498.532715
	Iteration 5F: 3 clusters Score -7915132 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38180 members 
Mstep: Class 2 contains 27055 members 
Entering Unmasked Estep 
Score: -7917174.500000 Penalty: 5498.532715
	Iteration 6F: 3 clusters Score -7917174 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -7918905.000000 Penalty: 5498.532715
	Iteration 7F: 3 clusters Score -7918905 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40665 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -7920298.000000 Penalty: 5498.532715
	Iteration 8Q: 3 clusters Score -7920298 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41903 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -7921427.500000 Penalty: 5498.532715
	Iteration 9Q: 3 clusters Score -7921428 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43162 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -7922425.000000 Penalty: 5498.532715
	Iteration 10Q: 3 clusters Score -7922425 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44466 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -7923344.500000 Penalty: 5498.532715
	Iteration 11Q: 3 clusters Score -7923344 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45716 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -7924038.000000 Penalty: 5498.532715
	Iteration 12Q: 3 clusters Score -7924038 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46907 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -7924633.500000 Penalty: 5498.532715
	Iteration 13Q: 3 clusters Score -7924634 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48094 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -7925176.000000 Penalty: 5498.532715
	Iteration 14Q: 3 clusters Score -7925176 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49299 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -7925666.500000 Penalty: 5498.532715
	Iteration 15Q: 3 clusters Score -7925666 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50457 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -7926103.500000 Penalty: 5498.532715
	Iteration 16Q: 3 clusters Score -7926104 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51548 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -7926519.500000 Penalty: 5498.532715
	Iteration 17Q: 3 clusters Score -7926520 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52631 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -7927035.000000 Penalty: 5498.532715
	Iteration 18Q: 3 clusters Score -7927035 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53667 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -7927485.000000 Penalty: 5498.532715
	Iteration 19Q: 3 clusters Score -7927485 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54646 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -7927953.500000 Penalty: 5498.532715
	Iteration 20F: 3 clusters Score -7927954 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55566 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -7928345.000000 Penalty: 5498.532715
	Iteration 21Q: 3 clusters Score -7928345 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56395 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -7928668.500000 Penalty: 5498.532715
	Iteration 22Q: 3 clusters Score -7928668 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57152 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -7929008.000000 Penalty: 5498.532715
	Iteration 23Q: 3 clusters Score -7929008 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57869 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -7929279.000000 Penalty: 5498.532715
	Iteration 24Q: 3 clusters Score -7929279 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58498 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -7929552.000000 Penalty: 5498.532715
	Iteration 25Q: 3 clusters Score -7929552 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59065 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -7929758.000000 Penalty: 5498.532715
	Iteration 26Q: 3 clusters Score -7929758 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59586 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -7929944.000000 Penalty: 5498.532715
	Iteration 27Q: 3 clusters Score -7929944 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60051 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -7930106.500000 Penalty: 5498.532715
	Iteration 28Q: 3 clusters Score -7930106 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60471 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -7930284.500000 Penalty: 5498.532715
	Iteration 29Q: 3 clusters Score -7930284 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60838 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -7930409.000000 Penalty: 5498.532715
	Iteration 30Q: 3 clusters Score -7930409 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61156 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -7930508.500000 Penalty: 5498.532715
	Iteration 31Q: 3 clusters Score -7930508 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61434 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -7930601.500000 Penalty: 5498.532715
	Iteration 32Q: 3 clusters Score -7930602 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61702 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -7930730.500000 Penalty: 5498.532715
	Iteration 33Q: 3 clusters Score -7930730 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61951 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -7930812.000000 Penalty: 5498.532715
	Iteration 34Q: 3 clusters Score -7930812 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62173 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -7930849.500000 Penalty: 5498.532715
	Iteration 35Q: 3 clusters Score -7930850 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62360 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -7930937.500000 Penalty: 5498.532715
	Iteration 36Q: 3 clusters Score -7930938 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62529 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -7931034.500000 Penalty: 5498.532715
	Iteration 37Q: 3 clusters Score -7931034 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62687 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -7931070.500000 Penalty: 5498.532715
	Iteration 38Q: 3 clusters Score -7931070 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62815 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -7931106.000000 Penalty: 5498.532715
	Iteration 39Q: 3 clusters Score -7931106 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62927 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -7931159.500000 Penalty: 5498.532715
	Iteration 40F: 3 clusters Score -7931160 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63035 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -7931187.000000 Penalty: 5498.532715
	Iteration 41Q: 3 clusters Score -7931187 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63125 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -7931211.000000 Penalty: 5498.532715
	Iteration 42Q: 3 clusters Score -7931211 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63210 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -7931233.000000 Penalty: 5498.532715
	Iteration 43Q: 3 clusters Score -7931233 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63293 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -7931254.500000 Penalty: 5498.532715
	Iteration 44Q: 3 clusters Score -7931254 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63365 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -7931286.000000 Penalty: 5498.532715
	Iteration 45Q: 3 clusters Score -7931286 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63432 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -7931308.000000 Penalty: 5498.532715
	Iteration 46Q: 3 clusters Score -7931308 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63486 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -7931323.000000 Penalty: 5498.532715
	Iteration 47Q: 3 clusters Score -7931323 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63528 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -7931345.000000 Penalty: 5498.532715
	Iteration 48Q: 3 clusters Score -7931345 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63563 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -7931366.000000 Penalty: 5498.532715
	Iteration 49Q: 3 clusters Score -7931366 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63596 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -7931363.500000 Penalty: 5498.532715
	Iteration 50Q: 3 clusters Score -7931364 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63624 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -7931366.500000 Penalty: 5498.532715
	Iteration 51Q: 3 clusters Score -7931366 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63643 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -7931371.500000 Penalty: 5498.532715
	Iteration 52Q: 3 clusters Score -7931372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63656 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -7931372.000000 Penalty: 5498.532715
	Iteration 53Q: 3 clusters Score -7931372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63666 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -7931373.000000 Penalty: 5498.532715
	Iteration 54Q: 3 clusters Score -7931373 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63673 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -7931375.500000 Penalty: 5498.532715
	Iteration 55Q: 3 clusters Score -7931376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63683 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -7931378.000000 Penalty: 5498.532715
	Iteration 56Q: 3 clusters Score -7931378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63692 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -7931384.500000 Penalty: 5498.532715
	Iteration 57Q: 3 clusters Score -7931384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63700 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -7931384.500000 Penalty: 5498.532715
	Iteration 58Q: 3 clusters Score -7931384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63702 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -7931395.500000 Penalty: 5498.532715
	Iteration 59Q: 3 clusters Score -7931396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63708 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -7931398.500000 Penalty: 5498.532715
	Iteration 60F: 3 clusters Score -7931398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63711 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -7931401.500000 Penalty: 5498.532715
	Iteration 61Q: 3 clusters Score -7931402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63713 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -7931396.500000 Penalty: 5498.532715
	Iteration 62Q: 3 clusters Score -7931396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63717 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -7931401.000000 Penalty: 5498.532715
	Iteration 63Q: 3 clusters Score -7931401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63722 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -7931401.000000 Penalty: 5498.532715
	Iteration 64Q: 3 clusters Score -7931401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63727 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -7931394.000000 Penalty: 5498.532715
	Iteration 65Q: 3 clusters Score -7931394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63733 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -7931392.000000 Penalty: 5498.532715
	Iteration 66Q: 3 clusters Score -7931392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63738 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -7931391.000000 Penalty: 5498.532715
	Iteration 67Q: 3 clusters Score -7931391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63742 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -7931394.000000 Penalty: 5498.532715
	Iteration 68Q: 3 clusters Score -7931394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63742 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -7931394.500000 Penalty: 5498.532715
	Iteration 69Q: 3 clusters Score -7931394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63744 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -7931395.000000 Penalty: 5498.532715
	Iteration 70Q: 3 clusters Score -7931395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63749 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -7931404.000000 Penalty: 5498.532715
	Iteration 71Q: 3 clusters Score -7931404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63755 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -7931401.500000 Penalty: 5498.532715
	Iteration 72Q: 3 clusters Score -7931402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63758 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -7931405.000000 Penalty: 5498.532715
	Iteration 73Q: 3 clusters Score -7931405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63758 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -7931402.000000 Penalty: 5498.532715
	Iteration 74Q: 3 clusters Score -7931402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63760 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -7931399.500000 Penalty: 5498.532715
	Iteration 75Q: 3 clusters Score -7931400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63763 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -7931402.000000 Penalty: 5498.532715
	Iteration 76Q: 3 clusters Score -7931402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63766 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -7931418.000000 Penalty: 5498.532715
	Iteration 77Q: 3 clusters Score -7931418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63775 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -7931427.500000 Penalty: 5498.532715
	Iteration 78Q: 3 clusters Score -7931428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63787 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -7931433.500000 Penalty: 5498.532715
	Iteration 79Q: 3 clusters Score -7931434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63799 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -7931429.500000 Penalty: 5498.532715
	Iteration 80F: 3 clusters Score -7931430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63807 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -7931422.000000 Penalty: 5498.532715
	Iteration 81Q: 3 clusters Score -7931422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63819 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -7931428.500000 Penalty: 5498.532715
	Iteration 82Q: 3 clusters Score -7931428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63825 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -7931435.000000 Penalty: 5498.532715
	Iteration 83Q: 3 clusters Score -7931435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63832 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -7931431.000000 Penalty: 5498.532715
	Iteration 84Q: 3 clusters Score -7931431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63835 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -7931430.000000 Penalty: 5498.532715
	Iteration 85Q: 3 clusters Score -7931430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63841 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -7931425.500000 Penalty: 5498.532715
	Iteration 86Q: 3 clusters Score -7931426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63846 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -7931434.000000 Penalty: 5498.532715
	Iteration 87Q: 3 clusters Score -7931434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63848 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -7931431.000000 Penalty: 5498.532715
	Iteration 88Q: 3 clusters Score -7931431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63851 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -7931434.000000 Penalty: 5498.532715
	Iteration 89Q: 3 clusters Score -7931434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63853 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -7931433.500000 Penalty: 5498.532715
	Iteration 90Q: 3 clusters Score -7931434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63856 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -7931440.500000 Penalty: 5498.532715
	Iteration 91Q: 3 clusters Score -7931440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63859 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -7931439.500000 Penalty: 5498.532715
	Iteration 92Q: 3 clusters Score -7931440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63859 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -7931439.500000 Penalty: 5498.532715
	Iteration 93F: 3 clusters Score -7931440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (66577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66577 members 
Entering Unmasked Estep 
Score: -7469689.000000 Penalty: 2754.316406
	Iteration 0F: 2 clusters Score -7469689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33553 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
Score: -7425052.500000 Penalty: 5508.632812
	Iteration 0F: 3 clusters Score -7425052 nChanged 31084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 30764 members 
Entering Unmasked Estep 
Score: -7443136.000000 Penalty: 5508.632812
	Iteration 1F: 3 clusters Score -7443136 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37106 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
Score: -7444548.500000 Penalty: 5508.632812
	Iteration 2Q: 3 clusters Score -7444548 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38938 members 
Mstep: Class 2 contains 27639 members 
Entering Unmasked Estep 
Score: -7446464.500000 Penalty: 5508.632812
	Iteration 3F: 3 clusters Score -7446464 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41318 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -7448913.500000 Penalty: 5508.632812
	Iteration 4F: 3 clusters Score -7448914 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44285 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -7451525.500000 Penalty: 5508.632812
	Iteration 5F: 3 clusters Score -7451526 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47687 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -7454196.500000 Penalty: 5508.632812
	Iteration 6F: 3 clusters Score -7454196 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51300 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -7456944.500000 Penalty: 5508.632812
	Iteration 7F: 3 clusters Score -7456944 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54884 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -7459670.000000 Penalty: 5508.632812
	Iteration 8F: 3 clusters Score -7459670 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58165 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -7462173.000000 Penalty: 5508.632812
	Iteration 9Q: 3 clusters Score -7462173 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60709 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -7464159.000000 Penalty: 5508.632812
	Iteration 10Q: 3 clusters Score -7464159 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62507 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -7465477.500000 Penalty: 5508.632812
	Iteration 11Q: 3 clusters Score -7465478 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63678 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -7466347.000000 Penalty: 5508.632812
	Iteration 12Q: 3 clusters Score -7466347 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64398 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -7466910.500000 Penalty: 5508.632812
	Iteration 13Q: 3 clusters Score -7466910 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64815 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -7467257.000000 Penalty: 5508.632812
	Iteration 14Q: 3 clusters Score -7467257 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65071 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -7467455.500000 Penalty: 5508.632812
	Iteration 15Q: 3 clusters Score -7467456 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65227 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -7467646.000000 Penalty: 5508.632812
	Iteration 16Q: 3 clusters Score -7467646 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65322 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -7467722.000000 Penalty: 5508.632812
	Iteration 17Q: 3 clusters Score -7467722 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65363 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -7467770.500000 Penalty: 5508.632812
	Iteration 18Q: 3 clusters Score -7467770 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65385 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -7467787.500000 Penalty: 5508.632812
	Iteration 19Q: 3 clusters Score -7467788 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65407 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -7467827.000000 Penalty: 5508.632812
	Iteration 20F: 3 clusters Score -7467827 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65420 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -7467848.000000 Penalty: 5508.632812
	Iteration 21Q: 3 clusters Score -7467848 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65435 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -7467874.000000 Penalty: 5508.632812
	Iteration 22Q: 3 clusters Score -7467874 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65441 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -7467893.000000 Penalty: 5508.632812
	Iteration 23Q: 3 clusters Score -7467893 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65444 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -7467898.000000 Penalty: 5508.632812
	Iteration 24Q: 3 clusters Score -7467898 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65443 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -7467910.500000 Penalty: 5508.632812
	Iteration 25Q: 3 clusters Score -7467910 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65453 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -7467925.000000 Penalty: 5508.632812
	Iteration 26Q: 3 clusters Score -7467925 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65459 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -7467926.500000 Penalty: 5508.632812
	Iteration 27Q: 3 clusters Score -7467926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65458 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -7467947.000000 Penalty: 5508.632812
	Iteration 28Q: 3 clusters Score -7467947 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65462 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -7467949.500000 Penalty: 5508.632812
	Iteration 29Q: 3 clusters Score -7467950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65464 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -7467959.000000 Penalty: 5508.632812
	Iteration 30Q: 3 clusters Score -7467959 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65464 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -7467964.000000 Penalty: 5508.632812
	Iteration 31Q: 3 clusters Score -7467964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65459 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -7467979.500000 Penalty: 5508.632812
	Iteration 32Q: 3 clusters Score -7467980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65455 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -7467969.500000 Penalty: 5508.632812
	Iteration 33Q: 3 clusters Score -7467970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65455 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -7467976.000000 Penalty: 5508.632812
	Iteration 34Q: 3 clusters Score -7467976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65459 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -7467975.000000 Penalty: 5508.632812
	Iteration 35Q: 3 clusters Score -7467975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65456 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -7467978.500000 Penalty: 5508.632812
	Iteration 36Q: 3 clusters Score -7467978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65462 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -7467986.000000 Penalty: 5508.632812
	Iteration 37Q: 3 clusters Score -7467986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65464 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -7467985.500000 Penalty: 5508.632812
	Iteration 38Q: 3 clusters Score -7467986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65462 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -7467988.500000 Penalty: 5508.632812
	Iteration 39Q: 3 clusters Score -7467988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65466 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -7467995.000000 Penalty: 5508.632812
	Iteration 40F: 3 clusters Score -7467995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65467 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -7467992.000000 Penalty: 5508.632812
	Iteration 41Q: 3 clusters Score -7467992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65471 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -7467994.500000 Penalty: 5508.632812
	Iteration 42Q: 3 clusters Score -7467994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65469 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -7467995.000000 Penalty: 5508.632812
	Iteration 43Q: 3 clusters Score -7467995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65469 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -7467998.000000 Penalty: 5508.632812
	Iteration 44Q: 3 clusters Score -7467998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65470 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -7467989.500000 Penalty: 5508.632812
	Iteration 45Q: 3 clusters Score -7467990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65471 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -7467999.000000 Penalty: 5508.632812
	Iteration 46Q: 3 clusters Score -7467999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65474 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -7467996.000000 Penalty: 5508.632812
	Iteration 47Q: 3 clusters Score -7467996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65473 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -7468002.500000 Penalty: 5508.632812
	Iteration 48Q: 3 clusters Score -7468002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65473 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -7468002.500000 Penalty: 5508.632812
	Iteration 49F: 3 clusters Score -7468002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (210420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210420 members 
Entering Unmasked Estep 
Score: -25113500.000000 Penalty: 3039.701416
	Iteration 0F: 2 clusters Score -2.51135e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104836 members 
Mstep: Class 2 contains 105584 members 
Entering Unmasked Estep 
Score: -24972676.000000 Penalty: 6079.402832
	Iteration 0F: 3 clusters Score -2.497268e+07 nChanged 101310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99162 members 
Mstep: Class 2 contains 111258 members 
Entering Unmasked Estep 
Score: -25033224.000000 Penalty: 6079.402832
	Iteration 1F: 3 clusters Score -2.503322e+07 nChanged 7098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95610 members 
Mstep: Class 2 contains 114810 members 
Entering Unmasked Estep 
Score: -25035450.000000 Penalty: 6079.402832
	Iteration 2Q: 3 clusters Score -2.503545e+07 nChanged 8025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90455 members 
Mstep: Class 2 contains 119965 members 
Entering Unmasked Estep 
Score: -25038790.000000 Penalty: 6079.402832
	Iteration 3Q: 3 clusters Score -2.503879e+07 nChanged 9502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83135 members 
Mstep: Class 2 contains 127285 members 
Entering Unmasked Estep 
Score: -25043350.000000 Penalty: 6079.402832
	Iteration 4Q: 3 clusters Score -2.504335e+07 nChanged 11466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73147 members 
Mstep: Class 2 contains 137273 members 
Entering Unmasked Estep 
Score: -25050210.000000 Penalty: 6079.402832
	Iteration 5F: 3 clusters Score -2.505021e+07 nChanged 13639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60320 members 
Mstep: Class 2 contains 150100 members 
Entering Unmasked Estep 
Score: -25059694.000000 Penalty: 6079.402832
	Iteration 6F: 3 clusters Score -2.505969e+07 nChanged 15480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Mstep: Class 2 contains 165240 members 
Entering Unmasked Estep 
Score: -25072218.000000 Penalty: 6079.402832
	Iteration 7F: 3 clusters Score -2.507222e+07 nChanged 15688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 180764 members 
Entering Unmasked Estep 
Score: -25086050.000000 Penalty: 6079.402832
	Iteration 8F: 3 clusters Score -2.508605e+07 nChanged 12999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 193643 members 
Entering Unmasked Estep 
Score: -25097912.000000 Penalty: 6079.402832
	Iteration 9F: 3 clusters Score -2.509791e+07 nChanged 8512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 202057 members 
Entering Unmasked Estep 
Score: -25105472.000000 Penalty: 6079.402832
	Iteration 10Q: 3 clusters Score -2.510547e+07 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 206274 members 
Entering Unmasked Estep 
Score: -25109372.000000 Penalty: 6079.402832
	Iteration 11Q: 3 clusters Score -2.510937e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 207985 members 
Entering Unmasked Estep 
Score: -25111474.000000 Penalty: 6079.402832
	Iteration 12Q: 3 clusters Score -2.511147e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 208568 members 
Entering Unmasked Estep 
Score: -25112598.000000 Penalty: 6079.402832
	Iteration 13Q: 3 clusters Score -2.51126e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 208788 members 
Entering Unmasked Estep 
Score: -25113284.000000 Penalty: 6079.402832
	Iteration 14Q: 3 clusters Score -2.511328e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 208841 members 
Entering Unmasked Estep 
Score: -25113766.000000 Penalty: 6079.402832
	Iteration 15Q: 3 clusters Score -2.511377e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 208827 members 
Entering Unmasked Estep 
Score: -25113984.000000 Penalty: 6079.402832
	Iteration 16Q: 3 clusters Score -2.511398e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 208786 members 
Entering Unmasked Estep 
Score: -25114084.000000 Penalty: 6079.402832
	Iteration 17Q: 3 clusters Score -2.511408e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 208714 members 
Entering Unmasked Estep 
Score: -25114168.000000 Penalty: 6079.402832
	Iteration 18Q: 3 clusters Score -2.511417e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 208658 members 
Entering Unmasked Estep 
Score: -25114202.000000 Penalty: 6079.402832
	Iteration 19Q: 3 clusters Score -2.51142e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 208614 members 
Entering Unmasked Estep 
Score: -25115054.000000 Penalty: 6079.402832
	Iteration 20F: 3 clusters Score -2.511505e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 208437 members 
Entering Unmasked Estep 
Score: -25115222.000000 Penalty: 6079.402832
	Iteration 21Q: 3 clusters Score -2.511522e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 208340 members 
Entering Unmasked Estep 
Score: -25115314.000000 Penalty: 6079.402832
	Iteration 22Q: 3 clusters Score -2.511531e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 208278 members 
Entering Unmasked Estep 
Score: -25115398.000000 Penalty: 6079.402832
	Iteration 23Q: 3 clusters Score -2.51154e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 208230 members 
Entering Unmasked Estep 
Score: -25115394.000000 Penalty: 6079.402832
	Iteration 24Q: 3 clusters Score -2.511539e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 208194 members 
Entering Unmasked Estep 
Score: -25115420.000000 Penalty: 6079.402832
	Iteration 25Q: 3 clusters Score -2.511542e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 208172 members 
Entering Unmasked Estep 
Score: -25115426.000000 Penalty: 6079.402832
	Iteration 26Q: 3 clusters Score -2.511543e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 208153 members 
Entering Unmasked Estep 
Score: -25115430.000000 Penalty: 6079.402832
	Iteration 27Q: 3 clusters Score -2.511543e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 208134 members 
Entering Unmasked Estep 
Score: -25115440.000000 Penalty: 6079.402832
	Iteration 28Q: 3 clusters Score -2.511544e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 208123 members 
Entering Unmasked Estep 
Score: -25115456.000000 Penalty: 6079.402832
	Iteration 29Q: 3 clusters Score -2.511546e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 208113 members 
Entering Unmasked Estep 
Score: -25115458.000000 Penalty: 6079.402832
	Iteration 30Q: 3 clusters Score -2.511546e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 208110 members 
Entering Unmasked Estep 
Score: -25115452.000000 Penalty: 6079.402832
	Iteration 31Q: 3 clusters Score -2.511545e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 208105 members 
Entering Unmasked Estep 
Score: -25115460.000000 Penalty: 6079.402832
	Iteration 32Q: 3 clusters Score -2.511546e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 208095 members 
Entering Unmasked Estep 
Score: -25115462.000000 Penalty: 6079.402832
	Iteration 33Q: 3 clusters Score -2.511546e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 208088 members 
Entering Unmasked Estep 
Score: -25115472.000000 Penalty: 6079.402832
	Iteration 34Q: 3 clusters Score -2.511547e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 208081 members 
Entering Unmasked Estep 
Score: -25115458.000000 Penalty: 6079.402832
	Iteration 35Q: 3 clusters Score -2.511546e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 208078 members 
Entering Unmasked Estep 
Score: -25115452.000000 Penalty: 6079.402832
	Iteration 36Q: 3 clusters Score -2.511545e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 208074 members 
Entering Unmasked Estep 
Score: -25115450.000000 Penalty: 6079.402832
	Iteration 37Q: 3 clusters Score -2.511545e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 208069 members 
Entering Unmasked Estep 
Score: -25115464.000000 Penalty: 6079.402832
	Iteration 38Q: 3 clusters Score -2.511546e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 208065 members 
Entering Unmasked Estep 
Score: -25115460.000000 Penalty: 6079.402832
	Iteration 39Q: 3 clusters Score -2.511546e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 208062 members 
Entering Unmasked Estep 
Score: -25115464.000000 Penalty: 6079.402832
	Iteration 40F: 3 clusters Score -2.511546e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 208061 members 
Entering Unmasked Estep 
Score: -25115464.000000 Penalty: 6079.402832
	Iteration 41Q: 3 clusters Score -2.511546e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 208061 members 
Entering Unmasked Estep 
Score: -25115464.000000 Penalty: 6079.402832
	Iteration 42F: 3 clusters Score -2.511546e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 169805 members 
Mstep: Class 2 contains 724 members 
Mstep: Class 3 contains 242982 members 
Mstep: Class 4 contains 32850 members 
Mstep: Class 5 contains 83697 members 
Mstep: Class 6 contains 31795 members 
Mstep: Class 7 contains 5328 members 
Mstep: Class 8 contains 6372 members 
Mstep: Class 9 contains 55473 members 
Mstep: Class 10 contains 26667 members 
Mstep: Class 11 contains 15120 members 
Mstep: Class 12 contains 15406 members 
Mstep: Class 13 contains 243842 members 
Mstep: Class 14 contains 12180 members 
Mstep: Class 15 contains 164916 members 
Mstep: Class 16 contains 14323 members 
Mstep: Class 17 contains 10480 members 
Mstep: Class 18 contains 7650 members 
Mstep: Class 19 contains 9047 members 
Mstep: Class 20 contains 6834 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 320333 members 
Mstep: Class 23 contains 5329 members 
Mstep: Class 24 contains 628 members 
Mstep: Class 25 contains 83318 members 
Mstep: Class 26 contains 659 members 
Mstep: Class 27 contains 65235 members 
Mstep: Class 28 contains 66577 members 
Mstep: Class 29 contains 2359 members 
Mstep: Class 30 contains 9151 members 
Mstep: Class 31 contains 6376 members 
Mstep: Class 32 contains 10508 members 
Mstep: Class 33 contains 31713 members 
Mstep: Class 34 contains 10410 members 
Mstep: Class 35 contains 1746 members 
Mstep: Class 36 contains 1412 members 
Mstep: Class 37 contains 7448 members 
Mstep: Class 38 contains 208061 members 
Entering Unmasked Estep 
Score: -235416528.000000 Penalty: 136683.125000
Splitting cluster 29 changes total score from -235396192.000000 to -235416528.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 30 (9151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Entering Unmasked Estep 
Score: -1092906.125000 Penalty: 2262.161377
	Iteration 0F: 2 clusters Score -1092906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1085723.000000 Penalty: 4524.322754
	Iteration 0F: 3 clusters Score -1085723 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1087905.875000 Penalty: 4524.322754
	Iteration 1F: 3 clusters Score -1087906 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1088260.375000 Penalty: 4524.322754
	Iteration 2F: 3 clusters Score -1088260 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1088560.750000 Penalty: 4524.322754
	Iteration 3F: 3 clusters Score -1088561 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1088834.375000 Penalty: 4524.322754
	Iteration 4F: 3 clusters Score -1088834 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1089121.500000 Penalty: 4524.322754
	Iteration 5Q: 3 clusters Score -1089122 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1089420.500000 Penalty: 4524.322754
	Iteration 6Q: 3 clusters Score -1089420 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1089715.375000 Penalty: 4524.322754
	Iteration 7Q: 3 clusters Score -1089715 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1089973.250000 Penalty: 4524.322754
	Iteration 8Q: 3 clusters Score -1089973 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1090199.375000 Penalty: 4524.322754
	Iteration 9Q: 3 clusters Score -1090199 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1090395.500000 Penalty: 4524.322754
	Iteration 10Q: 3 clusters Score -1090396 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1090543.875000 Penalty: 4524.322754
	Iteration 11Q: 3 clusters Score -1090544 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1090634.125000 Penalty: 4524.322754
	Iteration 12Q: 3 clusters Score -1090634 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1090701.750000 Penalty: 4524.322754
	Iteration 13Q: 3 clusters Score -1090702 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1090761.000000 Penalty: 4524.322754
	Iteration 14Q: 3 clusters Score -1090761 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1090804.125000 Penalty: 4524.322754
	Iteration 15Q: 3 clusters Score -1090804 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1090841.625000 Penalty: 4524.322754
	Iteration 16Q: 3 clusters Score -1090842 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1090873.250000 Penalty: 4524.322754
	Iteration 17Q: 3 clusters Score -1090873 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1090897.625000 Penalty: 4524.322754
	Iteration 18Q: 3 clusters Score -1090898 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1090918.875000 Penalty: 4524.322754
	Iteration 19Q: 3 clusters Score -1090919 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1090939.875000 Penalty: 4524.322754
	Iteration 20F: 3 clusters Score -1090940 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1090959.500000 Penalty: 4524.322754
	Iteration 21Q: 3 clusters Score -1090960 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1090977.625000 Penalty: 4524.322754
	Iteration 22Q: 3 clusters Score -1090978 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1090999.875000 Penalty: 4524.322754
	Iteration 23Q: 3 clusters Score -1091000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1091018.000000 Penalty: 4524.322754
	Iteration 24Q: 3 clusters Score -1091018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1091030.500000 Penalty: 4524.322754
	Iteration 25Q: 3 clusters Score -1091030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1091038.750000 Penalty: 4524.322754
	Iteration 26Q: 3 clusters Score -1091039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1091047.375000 Penalty: 4524.322754
	Iteration 27Q: 3 clusters Score -1091047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1091051.500000 Penalty: 4524.322754
	Iteration 28Q: 3 clusters Score -1091052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1091051.750000 Penalty: 4524.322754
	Iteration 29Q: 3 clusters Score -1091052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1091054.250000 Penalty: 4524.322754
	Iteration 30Q: 3 clusters Score -1091054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1091054.250000 Penalty: 4524.322754
	Iteration 31F: 3 clusters Score -1091054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Entering Unmasked Estep 
Score: -685319.625000 Penalty: 2172.553467
	Iteration 0F: 2 clusters Score -685319.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -679937.937500 Penalty: 4345.106934
	Iteration 0F: 3 clusters Score -679937.9 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -681737.625000 Penalty: 4345.106934
	Iteration 1F: 3 clusters Score -681737.6 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -682455.125000 Penalty: 4345.106934
	Iteration 2F: 3 clusters Score -682455.1 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -682992.750000 Penalty: 4345.106934
	Iteration 3F: 3 clusters Score -682992.8 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -683366.375000 Penalty: 4345.106934
	Iteration 4F: 3 clusters Score -683366.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -683608.000000 Penalty: 4345.106934
	Iteration 5F: 3 clusters Score -683608 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -683802.000000 Penalty: 4345.106934
	Iteration 6Q: 3 clusters Score -683802 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -683950.687500 Penalty: 4345.106934
	Iteration 7Q: 3 clusters Score -683950.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -684115.687500 Penalty: 4345.106934
	Iteration 8Q: 3 clusters Score -684115.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -684259.062500 Penalty: 4345.106934
	Iteration 9Q: 3 clusters Score -684259.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -684360.562500 Penalty: 4345.106934
	Iteration 10Q: 3 clusters Score -684360.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -684431.625000 Penalty: 4345.106934
	Iteration 11Q: 3 clusters Score -684431.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -684485.375000 Penalty: 4345.106934
	Iteration 12Q: 3 clusters Score -684485.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -684518.812500 Penalty: 4345.106934
	Iteration 13Q: 3 clusters Score -684518.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -684546.437500 Penalty: 4345.106934
	Iteration 14Q: 3 clusters Score -684546.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -684556.687500 Penalty: 4345.106934
	Iteration 15Q: 3 clusters Score -684556.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -684562.625000 Penalty: 4345.106934
	Iteration 16Q: 3 clusters Score -684562.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -684566.875000 Penalty: 4345.106934
	Iteration 17Q: 3 clusters Score -684566.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -684574.062500 Penalty: 4345.106934
	Iteration 18Q: 3 clusters Score -684574.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -684580.812500 Penalty: 4345.106934
	Iteration 19Q: 3 clusters Score -684580.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -684596.125000 Penalty: 4345.106934
	Iteration 20F: 3 clusters Score -684596.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -684620.687500 Penalty: 4345.106934
	Iteration 21Q: 3 clusters Score -684620.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -684633.000000 Penalty: 4345.106934
	Iteration 22Q: 3 clusters Score -684633 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -684638.562500 Penalty: 4345.106934
	Iteration 23Q: 3 clusters Score -684638.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -684643.750000 Penalty: 4345.106934
	Iteration 24Q: 3 clusters Score -684643.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -684648.250000 Penalty: 4345.106934
	Iteration 25Q: 3 clusters Score -684648.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -684652.062500 Penalty: 4345.106934
	Iteration 26Q: 3 clusters Score -684652.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -684653.500000 Penalty: 4345.106934
	Iteration 27Q: 3 clusters Score -684653.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -684656.187500 Penalty: 4345.106934
	Iteration 28Q: 3 clusters Score -684656.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -684657.250000 Penalty: 4345.106934
	Iteration 29Q: 3 clusters Score -684657.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -684657.875000 Penalty: 4345.106934
	Iteration 30Q: 3 clusters Score -684657.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -684657.312500 Penalty: 4345.106934
	Iteration 31Q: 3 clusters Score -684657.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -684659.000000 Penalty: 4345.106934
	Iteration 32Q: 3 clusters Score -684659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -684659.250000 Penalty: 4345.106934
	Iteration 33Q: 3 clusters Score -684659.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -684660.875000 Penalty: 4345.106934
	Iteration 34Q: 3 clusters Score -684660.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -684663.000000 Penalty: 4345.106934
	Iteration 35Q: 3 clusters Score -684663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -684663.250000 Penalty: 4345.106934
	Iteration 36Q: 3 clusters Score -684663.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -684662.875000 Penalty: 4345.106934
	Iteration 37Q: 3 clusters Score -684662.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -684662.875000 Penalty: 4345.106934
	Iteration 38F: 3 clusters Score -684662.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Entering Unmasked Estep 
Score: -1212117.375000 Penalty: 2296.453369
	Iteration 0F: 2 clusters Score -1212117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1204052.625000 Penalty: 4592.906738
	Iteration 0F: 3 clusters Score -1204053 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1206555.750000 Penalty: 4592.906738
	Iteration 1F: 3 clusters Score -1206556 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1206974.125000 Penalty: 4592.906738
	Iteration 2F: 3 clusters Score -1206974 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1207346.000000 Penalty: 4592.906738
	Iteration 3F: 3 clusters Score -1207346 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1207713.500000 Penalty: 4592.906738
	Iteration 4F: 3 clusters Score -1207714 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1208143.375000 Penalty: 4592.906738
	Iteration 5F: 3 clusters Score -1208143 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1208539.500000 Penalty: 4592.906738
	Iteration 6F: 3 clusters Score -1208540 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1208899.500000 Penalty: 4592.906738
	Iteration 7Q: 3 clusters Score -1208900 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1209265.375000 Penalty: 4592.906738
	Iteration 8Q: 3 clusters Score -1209265 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1209581.500000 Penalty: 4592.906738
	Iteration 9Q: 3 clusters Score -1209582 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1209882.250000 Penalty: 4592.906738
	Iteration 10Q: 3 clusters Score -1209882 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1210139.750000 Penalty: 4592.906738
	Iteration 11Q: 3 clusters Score -1210140 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1210371.375000 Penalty: 4592.906738
	Iteration 12Q: 3 clusters Score -1210371 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1210536.500000 Penalty: 4592.906738
	Iteration 13Q: 3 clusters Score -1210536 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1210667.125000 Penalty: 4592.906738
	Iteration 14Q: 3 clusters Score -1210667 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1210759.000000 Penalty: 4592.906738
	Iteration 15Q: 3 clusters Score -1210759 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1210814.250000 Penalty: 4592.906738
	Iteration 16Q: 3 clusters Score -1210814 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1210861.750000 Penalty: 4592.906738
	Iteration 17Q: 3 clusters Score -1210862 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1210900.375000 Penalty: 4592.906738
	Iteration 18Q: 3 clusters Score -1210900 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1210933.750000 Penalty: 4592.906738
	Iteration 19Q: 3 clusters Score -1210934 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1210960.250000 Penalty: 4592.906738
	Iteration 20F: 3 clusters Score -1210960 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1210980.500000 Penalty: 4592.906738
	Iteration 21Q: 3 clusters Score -1210980 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1211004.375000 Penalty: 4592.906738
	Iteration 22Q: 3 clusters Score -1211004 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1211021.125000 Penalty: 4592.906738
	Iteration 23Q: 3 clusters Score -1211021 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1211034.875000 Penalty: 4592.906738
	Iteration 24Q: 3 clusters Score -1211035 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1211046.750000 Penalty: 4592.906738
	Iteration 25Q: 3 clusters Score -1211047 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1211056.625000 Penalty: 4592.906738
	Iteration 26Q: 3 clusters Score -1211057 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1211063.500000 Penalty: 4592.906738
	Iteration 27Q: 3 clusters Score -1211064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1211069.500000 Penalty: 4592.906738
	Iteration 28Q: 3 clusters Score -1211070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1211073.500000 Penalty: 4592.906738
	Iteration 29Q: 3 clusters Score -1211074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1211078.500000 Penalty: 4592.906738
	Iteration 30Q: 3 clusters Score -1211078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1211086.625000 Penalty: 4592.906738
	Iteration 31Q: 3 clusters Score -1211087 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1211095.125000 Penalty: 4592.906738
	Iteration 32Q: 3 clusters Score -1211095 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1211102.375000 Penalty: 4592.906738
	Iteration 33Q: 3 clusters Score -1211102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1211104.250000 Penalty: 4592.906738
	Iteration 34Q: 3 clusters Score -1211104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1211110.000000 Penalty: 4592.906738
	Iteration 35Q: 3 clusters Score -1211110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1211115.875000 Penalty: 4592.906738
	Iteration 36Q: 3 clusters Score -1211116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1211124.750000 Penalty: 4592.906738
	Iteration 37Q: 3 clusters Score -1211125 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1211135.875000 Penalty: 4592.906738
	Iteration 38Q: 3 clusters Score -1211136 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1211161.625000 Penalty: 4592.906738
	Iteration 39Q: 3 clusters Score -1211162 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1211190.500000 Penalty: 4592.906738
	Iteration 40F: 3 clusters Score -1211190 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1211236.250000 Penalty: 4592.906738
	Iteration 41Q: 3 clusters Score -1211236 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1211257.375000 Penalty: 4592.906738
	Iteration 42Q: 3 clusters Score -1211257 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1211286.875000 Penalty: 4592.906738
	Iteration 43Q: 3 clusters Score -1211287 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1211309.125000 Penalty: 4592.906738
	Iteration 44Q: 3 clusters Score -1211309 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1211338.875000 Penalty: 4592.906738
	Iteration 45Q: 3 clusters Score -1211339 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1211356.625000 Penalty: 4592.906738
	Iteration 46Q: 3 clusters Score -1211357 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1211381.500000 Penalty: 4592.906738
	Iteration 47Q: 3 clusters Score -1211382 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1211400.250000 Penalty: 4592.906738
	Iteration 48Q: 3 clusters Score -1211400 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1211416.125000 Penalty: 4592.906738
	Iteration 49Q: 3 clusters Score -1211416 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1211422.125000 Penalty: 4592.906738
	Iteration 50Q: 3 clusters Score -1211422 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1211429.375000 Penalty: 4592.906738
	Iteration 51Q: 3 clusters Score -1211429 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1211440.375000 Penalty: 4592.906738
	Iteration 52Q: 3 clusters Score -1211440 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1211447.000000 Penalty: 4592.906738
	Iteration 53Q: 3 clusters Score -1211447 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1211454.875000 Penalty: 4592.906738
	Iteration 54Q: 3 clusters Score -1211455 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1211457.625000 Penalty: 4592.906738
	Iteration 55Q: 3 clusters Score -1211458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1211462.375000 Penalty: 4592.906738
	Iteration 56Q: 3 clusters Score -1211462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1211462.250000 Penalty: 4592.906738
	Iteration 57Q: 3 clusters Score -1211462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1211466.875000 Penalty: 4592.906738
	Iteration 58Q: 3 clusters Score -1211467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1211467.000000 Penalty: 4592.906738
	Iteration 59Q: 3 clusters Score -1211467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1211470.375000 Penalty: 4592.906738
	Iteration 60F: 3 clusters Score -1211470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1211470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1211471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1211473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1211474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1211476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1211478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1211482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1211485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1211486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1211488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1211489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1211488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1211490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1211489.125000 Penalty: 4592.906738
	Iteration 74Q: 3 clusters Score -1211489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1211489.625000 Penalty: 4592.906738
	Iteration 75Q: 3 clusters Score -1211490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1211490.250000 Penalty: 4592.906738
	Iteration 76Q: 3 clusters Score -1211490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1211491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1211492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1211494.250000 Penalty: 4592.906738
	Iteration 79Q: 3 clusters Score -1211494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1211495.000000 Penalty: 4592.906738
	Iteration 80F: 3 clusters Score -1211495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1211500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1211498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1211496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1211497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1211497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1211497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1211500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1211501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1211501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1211504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1211503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1211504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1211508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1211509.375000 Penalty: 4592.906738
	Iteration 94Q: 3 clusters Score -1211509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1211509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1211510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1211509.875000 Penalty: 4592.906738
	Iteration 97Q: 3 clusters Score -1211510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1211509.250000 Penalty: 4592.906738
	Iteration 98Q: 3 clusters Score -1211509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1211510.750000 Penalty: 4592.906738
	Iteration 99Q: 3 clusters Score -1211511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1211512.875000 Penalty: 4592.906738
	Iteration 100F: 3 clusters Score -1211513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1211514.750000 Penalty: 4592.906738
	Iteration 101Q: 3 clusters Score -1211515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1211515.125000 Penalty: 4592.906738
	Iteration 102Q: 3 clusters Score -1211515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1211517.375000 Penalty: 4592.906738
	Iteration 103Q: 3 clusters Score -1211517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1211516.625000 Penalty: 4592.906738
	Iteration 104Q: 3 clusters Score -1211517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1211517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1211519.500000 Penalty: 4592.906738
	Iteration 106Q: 3 clusters Score -1211520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1211522.750000 Penalty: 4592.906738
	Iteration 107Q: 3 clusters Score -1211523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1211525.375000 Penalty: 4592.906738
	Iteration 108Q: 3 clusters Score -1211525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1211527.250000 Penalty: 4592.906738
	Iteration 109Q: 3 clusters Score -1211527 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1211530.875000 Penalty: 4592.906738
	Iteration 110Q: 3 clusters Score -1211531 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1211537.500000 Penalty: 4592.906738
	Iteration 111Q: 3 clusters Score -1211538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1211540.625000 Penalty: 4592.906738
	Iteration 112Q: 3 clusters Score -1211541 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1211544.625000 Penalty: 4592.906738
	Iteration 113Q: 3 clusters Score -1211545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1211544.125000 Penalty: 4592.906738
	Iteration 114Q: 3 clusters Score -1211544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1211547.000000 Penalty: 4592.906738
	Iteration 115Q: 3 clusters Score -1211547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1211546.750000 Penalty: 4592.906738
	Iteration 116Q: 3 clusters Score -1211547 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1211549.625000 Penalty: 4592.906738
	Iteration 117Q: 3 clusters Score -1211550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1211555.125000 Penalty: 4592.906738
	Iteration 118Q: 3 clusters Score -1211555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1211558.125000 Penalty: 4592.906738
	Iteration 119Q: 3 clusters Score -1211558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1211559.625000 Penalty: 4592.906738
	Iteration 120F: 3 clusters Score -1211560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1211558.250000 Penalty: 4592.906738
	Iteration 121Q: 3 clusters Score -1211558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1211563.500000 Penalty: 4592.906738
	Iteration 122Q: 3 clusters Score -1211564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1211564.000000 Penalty: 4592.906738
	Iteration 123Q: 3 clusters Score -1211564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1211563.750000 Penalty: 4592.906738
	Iteration 124Q: 3 clusters Score -1211564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1211568.875000 Penalty: 4592.906738
	Iteration 125Q: 3 clusters Score -1211569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1211571.125000 Penalty: 4592.906738
	Iteration 126Q: 3 clusters Score -1211571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1211572.250000 Penalty: 4592.906738
	Iteration 127Q: 3 clusters Score -1211572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1211574.500000 Penalty: 4592.906738
	Iteration 128Q: 3 clusters Score -1211574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1211575.375000 Penalty: 4592.906738
	Iteration 129Q: 3 clusters Score -1211575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1211573.125000 Penalty: 4592.906738
	Iteration 130Q: 3 clusters Score -1211573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1211573.375000 Penalty: 4592.906738
	Iteration 131Q: 3 clusters Score -1211573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1211575.250000 Penalty: 4592.906738
	Iteration 132Q: 3 clusters Score -1211575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1211575.875000 Penalty: 4592.906738
	Iteration 133Q: 3 clusters Score -1211576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1211578.625000 Penalty: 4592.906738
	Iteration 134Q: 3 clusters Score -1211579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1211580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1211581.500000 Penalty: 4592.906738
	Iteration 136Q: 3 clusters Score -1211582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1211583.250000 Penalty: 4592.906738
	Iteration 137Q: 3 clusters Score -1211583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1211584.250000 Penalty: 4592.906738
	Iteration 138Q: 3 clusters Score -1211584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1211584.250000 Penalty: 4592.906738
	Iteration 139F: 3 clusters Score -1211584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 169805 members 
Mstep: Class 2 contains 724 members 
Mstep: Class 3 contains 242982 members 
Mstep: Class 4 contains 32850 members 
Mstep: Class 5 contains 83697 members 
Mstep: Class 6 contains 31795 members 
Mstep: Class 7 contains 5328 members 
Mstep: Class 8 contains 6372 members 
Mstep: Class 9 contains 55473 members 
Mstep: Class 10 contains 26667 members 
Mstep: Class 11 contains 15120 members 
Mstep: Class 12 contains 15406 members 
Mstep: Class 13 contains 243842 members 
Mstep: Class 14 contains 12180 members 
Mstep: Class 15 contains 164916 members 
Mstep: Class 16 contains 14323 members 
Mstep: Class 17 contains 10480 members 
Mstep: Class 18 contains 7650 members 
Mstep: Class 19 contains 9047 members 
Mstep: Class 20 contains 6834 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 320333 members 
Mstep: Class 23 contains 5329 members 
Mstep: Class 24 contains 628 members 
Mstep: Class 25 contains 83318 members 
Mstep: Class 26 contains 659 members 
Mstep: Class 27 contains 65235 members 
Mstep: Class 28 contains 66577 members 
Mstep: Class 29 contains 2359 members 
Mstep: Class 30 contains 9151 members 
Mstep: Class 31 contains 6376 members 
Mstep: Class 32 contains 10508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235424864.000000 Penalty: 136683.125000
Iteration 79Q: 39 clusters Score -2.354249e+08 nChanged 18209
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 170360 members 
Mstep: Class 2 contains 694 members 
Mstep: Class 3 contains 245011 members 
Mstep: Class 4 contains 32779 members 
Mstep: Class 5 contains 83905 members 
Mstep: Class 6 contains 31825 members 
Mstep: Class 7 contains 5363 members 
Mstep: Class 8 contains 6386 members 
Mstep: Class 9 contains 55556 members 
Mstep: Class 10 contains 26758 members 
Mstep: Class 11 contains 15185 members 
Mstep: Class 12 contains 15691 members 
Mstep: Class 13 contains 242643 members 
Mstep: Class 14 contains 12321 members 
Mstep: Class 15 contains 164588 members 
Mstep: Class 16 contains 14324 members 
Mstep: Class 17 contains 10474 members 
Mstep: Class 18 contains 7703 members 
Mstep: Class 19 contains 9092 members 
Mstep: Class 20 contains 6910 members 
Mstep: Class 21 contains 3512 members 
Mstep: Class 22 contains 320968 members 
Mstep: Class 23 contains 5337 members 
Mstep: Class 24 contains 631 members 
Mstep: Class 25 contains 83557 members 
Mstep: Class 26 contains 704 members 
Mstep: Class 27 contains 65876 members 
Mstep: Class 28 contains 66730 members 
Mstep: Class 29 contains 2670 members 
Mstep: Class 30 contains 9169 members 
Mstep: Class 31 contains 6579 members 
Mstep: Class 32 contains 10612 members 
Mstep: Class 33 contains 30914 members 
Mstep: Class 34 contains 9291 members 
Mstep: Class 35 contains 1638 members 
Mstep: Class 36 contains 1397 members 
Mstep: Class 37 contains 7383 members 
Mstep: Class 38 contains 205564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235435792.000000 Penalty: 136683.125000
Iteration 80F: 39 clusters Score -2.354358e+08 nChanged 16394
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 170262 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 245914 members 
Mstep: Class 4 contains 32460 members 
Mstep: Class 5 contains 83729 members 
Mstep: Class 6 contains 31800 members 
Mstep: Class 7 contains 5303 members 
Mstep: Class 8 contains 6312 members 
Mstep: Class 9 contains 55532 members 
Mstep: Class 10 contains 26683 members 
Mstep: Class 11 contains 15125 members 
Mstep: Class 12 contains 15778 members 
Mstep: Class 13 contains 240699 members 
Mstep: Class 14 contains 12254 members 
Mstep: Class 15 contains 163045 members 
Mstep: Class 16 contains 14309 members 
Mstep: Class 17 contains 10455 members 
Mstep: Class 18 contains 7708 members 
Mstep: Class 19 contains 9071 members 
Mstep: Class 20 contains 6950 members 
Mstep: Class 21 contains 3654 members 
Mstep: Class 22 contains 320826 members 
Mstep: Class 23 contains 5314 members 
Mstep: Class 24 contains 632 members 
Mstep: Class 25 contains 83434 members 
Mstep: Class 26 contains 747 members 
Mstep: Class 27 contains 66246 members 
Mstep: Class 28 contains 66343 members 
Mstep: Class 29 contains 2880 members 
Mstep: Class 30 contains 9113 members 
Mstep: Class 31 contains 6548 members 
Mstep: Class 32 contains 10571 members 
Mstep: Class 33 contains 32803 members 
Mstep: Class 34 contains 9352 members 
Mstep: Class 35 contains 1936 members 
Mstep: Class 36 contains 1414 members 
Mstep: Class 37 contains 7735 members 
Mstep: Class 38 contains 206502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235440768.000000 Penalty: 136683.125000
Iteration 81Q: 39 clusters Score -2.354408e+08 nChanged 11194
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 170215 members 
Mstep: Class 2 contains 675 members 
Mstep: Class 3 contains 246638 members 
Mstep: Class 4 contains 32263 members 
Mstep: Class 5 contains 83562 members 
Mstep: Class 6 contains 31781 members 
Mstep: Class 7 contains 5282 members 
Mstep: Class 8 contains 6256 members 
Mstep: Class 9 contains 55498 members 
Mstep: Class 10 contains 26622 members 
Mstep: Class 11 contains 15112 members 
Mstep: Class 12 contains 15891 members 
Mstep: Class 13 contains 238965 members 
Mstep: Class 14 contains 12205 members 
Mstep: Class 15 contains 162101 members 
Mstep: Class 16 contains 14317 members 
Mstep: Class 17 contains 10443 members 
Mstep: Class 18 contains 7730 members 
Mstep: Class 19 contains 9041 members 
Mstep: Class 20 contains 7012 members 
Mstep: Class 21 contains 3792 members 
Mstep: Class 22 contains 320697 members 
Mstep: Class 23 contains 5319 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 83377 members 
Mstep: Class 26 contains 755 members 
Mstep: Class 27 contains 66692 members 
Mstep: Class 28 contains 66181 members 
Mstep: Class 29 contains 3015 members 
Mstep: Class 30 contains 9092 members 
Mstep: Class 31 contains 6550 members 
Mstep: Class 32 contains 10568 members 
Mstep: Class 33 contains 34155 members 
Mstep: Class 34 contains 9366 members 
Mstep: Class 35 contains 2060 members 
Mstep: Class 36 contains 1419 members 
Mstep: Class 37 contains 7897 members 
Mstep: Class 38 contains 206942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235443152.000000 Penalty: 136683.125000
Iteration 82Q: 39 clusters Score -2.354432e+08 nChanged 8819
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 170182 members 
Mstep: Class 2 contains 671 members 
Mstep: Class 3 contains 247137 members 
Mstep: Class 4 contains 32113 members 
Mstep: Class 5 contains 83399 members 
Mstep: Class 6 contains 31763 members 
Mstep: Class 7 contains 5285 members 
Mstep: Class 8 contains 6209 members 
Mstep: Class 9 contains 55488 members 
Mstep: Class 10 contains 26584 members 
Mstep: Class 11 contains 15098 members 
Mstep: Class 12 contains 15990 members 
Mstep: Class 13 contains 237505 members 
Mstep: Class 14 contains 12177 members 
Mstep: Class 15 contains 161473 members 
Mstep: Class 16 contains 14319 members 
Mstep: Class 17 contains 10438 members 
Mstep: Class 18 contains 7747 members 
Mstep: Class 19 contains 9021 members 
Mstep: Class 20 contains 7083 members 
Mstep: Class 21 contains 3897 members 
Mstep: Class 22 contains 320620 members 
Mstep: Class 23 contains 5318 members 
Mstep: Class 24 contains 638 members 
Mstep: Class 25 contains 83359 members 
Mstep: Class 26 contains 766 members 
Mstep: Class 27 contains 67131 members 
Mstep: Class 28 contains 66088 members 
Mstep: Class 29 contains 3139 members 
Mstep: Class 30 contains 9086 members 
Mstep: Class 31 contains 6555 members 
Mstep: Class 32 contains 10567 members 
Mstep: Class 33 contains 35261 members 
Mstep: Class 34 contains 9383 members 
Mstep: Class 35 contains 2147 members 
Mstep: Class 36 contains 1420 members 
Mstep: Class 37 contains 7986 members 
Mstep: Class 38 contains 207078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235444528.000000 Penalty: 136683.125000
Iteration 83Q: 39 clusters Score -2.354445e+08 nChanged 7272
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 170140 members 
Mstep: Class 2 contains 668 members 
Mstep: Class 3 contains 247375 members 
Mstep: Class 4 contains 32020 members 
Mstep: Class 5 contains 83235 members 
Mstep: Class 6 contains 31740 members 
Mstep: Class 7 contains 5291 members 
Mstep: Class 8 contains 6177 members 
Mstep: Class 9 contains 55479 members 
Mstep: Class 10 contains 26566 members 
Mstep: Class 11 contains 15074 members 
Mstep: Class 12 contains 16046 members 
Mstep: Class 13 contains 236369 members 
Mstep: Class 14 contains 12162 members 
Mstep: Class 15 contains 161021 members 
Mstep: Class 16 contains 14322 members 
Mstep: Class 17 contains 10432 members 
Mstep: Class 18 contains 7767 members 
Mstep: Class 19 contains 8995 members 
Mstep: Class 20 contains 7152 members 
Mstep: Class 21 contains 3974 members 
Mstep: Class 22 contains 320593 members 
Mstep: Class 23 contains 5318 members 
Mstep: Class 24 contains 641 members 
Mstep: Class 25 contains 83351 members 
Mstep: Class 26 contains 778 members 
Mstep: Class 27 contains 67639 members 
Mstep: Class 28 contains 66026 members 
Mstep: Class 29 contains 3253 members 
Mstep: Class 30 contains 9080 members 
Mstep: Class 31 contains 6544 members 
Mstep: Class 32 contains 10570 members 
Mstep: Class 33 contains 36202 members 
Mstep: Class 34 contains 9444 members 
Mstep: Class 35 contains 2220 members 
Mstep: Class 36 contains 1420 members 
Mstep: Class 37 contains 8039 members 
Mstep: Class 38 contains 206998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235444608.000000 Penalty: 136683.125000
Iteration 84Q: 39 clusters Score -2.354446e+08 nChanged 6253
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 170111 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 247375 members 
Mstep: Class 4 contains 31934 members 
Mstep: Class 5 contains 83082 members 
Mstep: Class 6 contains 31722 members 
Mstep: Class 7 contains 5319 members 
Mstep: Class 8 contains 6150 members 
Mstep: Class 9 contains 55468 members 
Mstep: Class 10 contains 26553 members 
Mstep: Class 11 contains 15048 members 
Mstep: Class 12 contains 16075 members 
Mstep: Class 13 contains 235485 members 
Mstep: Class 14 contains 12161 members 
Mstep: Class 15 contains 160634 members 
Mstep: Class 16 contains 14331 members 
Mstep: Class 17 contains 10408 members 
Mstep: Class 18 contains 7790 members 
Mstep: Class 19 contains 8984 members 
Mstep: Class 20 contains 7203 members 
Mstep: Class 21 contains 4045 members 
Mstep: Class 22 contains 320581 members 
Mstep: Class 23 contains 5328 members 
Mstep: Class 24 contains 643 members 
Mstep: Class 25 contains 83346 members 
Mstep: Class 26 contains 789 members 
Mstep: Class 27 contains 68185 members 
Mstep: Class 28 contains 65992 members 
Mstep: Class 29 contains 3355 members 
Mstep: Class 30 contains 9082 members 
Mstep: Class 31 contains 6553 members 
Mstep: Class 32 contains 10573 members 
Mstep: Class 33 contains 36976 members 
Mstep: Class 34 contains 9546 members 
Mstep: Class 35 contains 2265 members 
Mstep: Class 36 contains 1420 members 
Mstep: Class 37 contains 8055 members 
Mstep: Class 38 contains 206888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235445216.000000 Penalty: 136683.125000
Iteration 85Q: 39 clusters Score -2.354452e+08 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 170098 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 247230 members 
Mstep: Class 4 contains 31868 members 
Mstep: Class 5 contains 82918 members 
Mstep: Class 6 contains 31698 members 
Mstep: Class 7 contains 5329 members 
Mstep: Class 8 contains 6123 members 
Mstep: Class 9 contains 55464 members 
Mstep: Class 10 contains 26545 members 
Mstep: Class 11 contains 15024 members 
Mstep: Class 12 contains 16106 members 
Mstep: Class 13 contains 234819 members 
Mstep: Class 14 contains 12170 members 
Mstep: Class 15 contains 160374 members 
Mstep: Class 16 contains 14342 members 
Mstep: Class 17 contains 10400 members 
Mstep: Class 18 contains 7802 members 
Mstep: Class 19 contains 8981 members 
Mstep: Class 20 contains 7265 members 
Mstep: Class 21 contains 4106 members 
Mstep: Class 22 contains 320552 members 
Mstep: Class 23 contains 5345 members 
Mstep: Class 24 contains 643 members 
Mstep: Class 25 contains 83354 members 
Mstep: Class 26 contains 792 members 
Mstep: Class 27 contains 68764 members 
Mstep: Class 28 contains 65971 members 
Mstep: Class 29 contains 3447 members 
Mstep: Class 30 contains 9078 members 
Mstep: Class 31 contains 6568 members 
Mstep: Class 32 contains 10563 members 
Mstep: Class 33 contains 37558 members 
Mstep: Class 34 contains 9625 members 
Mstep: Class 35 contains 2326 members 
Mstep: Class 36 contains 1420 members 
Mstep: Class 37 contains 8073 members 
Mstep: Class 38 contains 206714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235445328.000000 Penalty: 136683.125000
Iteration 86Q: 39 clusters Score -2.354453e+08 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 170055 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 246922 members 
Mstep: Class 4 contains 31814 members 
Mstep: Class 5 contains 82773 members 
Mstep: Class 6 contains 31691 members 
Mstep: Class 7 contains 5327 members 
Mstep: Class 8 contains 6104 members 
Mstep: Class 9 contains 55471 members 
Mstep: Class 10 contains 26529 members 
Mstep: Class 11 contains 14993 members 
Mstep: Class 12 contains 16140 members 
Mstep: Class 13 contains 234324 members 
Mstep: Class 14 contains 12180 members 
Mstep: Class 15 contains 160188 members 
Mstep: Class 16 contains 14356 members 
Mstep: Class 17 contains 10388 members 
Mstep: Class 18 contains 7820 members 
Mstep: Class 19 contains 8982 members 
Mstep: Class 20 contains 7322 members 
Mstep: Class 21 contains 4159 members 
Mstep: Class 22 contains 320507 members 
Mstep: Class 23 contains 5357 members 
Mstep: Class 24 contains 643 members 
Mstep: Class 25 contains 83365 members 
Mstep: Class 26 contains 790 members 
Mstep: Class 27 contains 69362 members 
Mstep: Class 28 contains 66019 members 
Mstep: Class 29 contains 3532 members 
Mstep: Class 30 contains 9077 members 
Mstep: Class 31 contains 6578 members 
Mstep: Class 32 contains 10549 members 
Mstep: Class 33 contains 38045 members 
Mstep: Class 34 contains 9716 members 
Mstep: Class 35 contains 2354 members 
Mstep: Class 36 contains 1420 members 
Mstep: Class 37 contains 8093 members 
Mstep: Class 38 contains 206510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235445376.000000 Penalty: 136683.125000
Iteration 87Q: 39 clusters Score -2.354454e+08 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 170054 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 246516 members 
Mstep: Class 4 contains 31757 members 
Mstep: Class 5 contains 82631 members 
Mstep: Class 6 contains 31686 members 
Mstep: Class 7 contains 5316 members 
Mstep: Class 8 contains 6092 members 
Mstep: Class 9 contains 55503 members 
Mstep: Class 10 contains 26517 members 
Mstep: Class 11 contains 14946 members 
Mstep: Class 12 contains 16149 members 
Mstep: Class 13 contains 233946 members 
Mstep: Class 14 contains 12189 members 
Mstep: Class 15 contains 160035 members 
Mstep: Class 16 contains 14358 members 
Mstep: Class 17 contains 10380 members 
Mstep: Class 18 contains 7831 members 
Mstep: Class 19 contains 8975 members 
Mstep: Class 20 contains 7377 members 
Mstep: Class 21 contains 4200 members 
Mstep: Class 22 contains 320489 members 
Mstep: Class 23 contains 5363 members 
Mstep: Class 24 contains 643 members 
Mstep: Class 25 contains 83369 members 
Mstep: Class 26 contains 789 members 
Mstep: Class 27 contains 69998 members 
Mstep: Class 28 contains 66067 members 
Mstep: Class 29 contains 3610 members 
Mstep: Class 30 contains 9080 members 
Mstep: Class 31 contains 6583 members 
Mstep: Class 32 contains 10531 members 
Mstep: Class 33 contains 38435 members 
Mstep: Class 34 contains 9810 members 
Mstep: Class 35 contains 2387 members 
Mstep: Class 36 contains 1420 members 
Mstep: Class 37 contains 8108 members 
Mstep: Class 38 contains 206315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235446176.000000 Penalty: 136683.125000
Iteration 88Q: 39 clusters Score -2.354462e+08 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 170093 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 245952 members 
Mstep: Class 4 contains 31704 members 
Mstep: Class 5 contains 82490 members 
Mstep: Class 6 contains 31675 members 
Mstep: Class 7 contains 5322 members 
Mstep: Class 8 contains 6087 members 
Mstep: Class 9 contains 55522 members 
Mstep: Class 10 contains 26513 members 
Mstep: Class 11 contains 14904 members 
Mstep: Class 12 contains 16130 members 
Mstep: Class 13 contains 233674 members 
Mstep: Class 14 contains 12219 members 
Mstep: Class 15 contains 159922 members 
Mstep: Class 16 contains 14363 members 
Mstep: Class 17 contains 10373 members 
Mstep: Class 18 contains 7842 members 
Mstep: Class 19 contains 8964 members 
Mstep: Class 20 contains 7435 members 
Mstep: Class 21 contains 4236 members 
Mstep: Class 22 contains 320510 members 
Mstep: Class 23 contains 5372 members 
Mstep: Class 24 contains 643 members 
Mstep: Class 25 contains 83357 members 
Mstep: Class 26 contains 790 members 
Mstep: Class 27 contains 70671 members 
Mstep: Class 28 contains 66077 members 
Mstep: Class 29 contains 3689 members 
Mstep: Class 30 contains 9082 members 
Mstep: Class 31 contains 6590 members 
Mstep: Class 32 contains 10509 members 
Mstep: Class 33 contains 38762 members 
Mstep: Class 34 contains 9904 members 
Mstep: Class 35 contains 2420 members 
Mstep: Class 36 contains 1420 members 
Mstep: Class 37 contains 8123 members 
Mstep: Class 38 contains 206116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235446432.000000 Penalty: 136683.125000
Iteration 89Q: 39 clusters Score -2.354464e+08 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 170135 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 245239 members 
Mstep: Class 4 contains 31655 members 
Mstep: Class 5 contains 82373 members 
Mstep: Class 6 contains 31657 members 
Mstep: Class 7 contains 5332 members 
Mstep: Class 8 contains 6077 members 
Mstep: Class 9 contains 55550 members 
Mstep: Class 10 contains 26507 members 
Mstep: Class 11 contains 14861 members 
Mstep: Class 12 contains 16083 members 
Mstep: Class 13 contains 233587 members 
Mstep: Class 14 contains 12220 members 
Mstep: Class 15 contains 159829 members 
Mstep: Class 16 contains 14353 members 
Mstep: Class 17 contains 10368 members 
Mstep: Class 18 contains 7861 members 
Mstep: Class 19 contains 8958 members 
Mstep: Class 20 contains 7500 members 
Mstep: Class 21 contains 4277 members 
Mstep: Class 22 contains 320542 members 
Mstep: Class 23 contains 5378 members 
Mstep: Class 24 contains 643 members 
Mstep: Class 25 contains 83370 members 
Mstep: Class 26 contains 791 members 
Mstep: Class 27 contains 71324 members 
Mstep: Class 28 contains 66102 members 
Mstep: Class 29 contains 3763 members 
Mstep: Class 30 contains 9082 members 
Mstep: Class 31 contains 6607 members 
Mstep: Class 32 contains 10489 members 
Mstep: Class 33 contains 39050 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 2445 members 
Mstep: Class 36 contains 1421 members 
Mstep: Class 37 contains 8124 members 
Mstep: Class 38 contains 205887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235446560.000000 Penalty: 136683.125000
Iteration 90Q: 39 clusters Score -2.354466e+08 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 170185 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 244367 members 
Mstep: Class 4 contains 31617 members 
Mstep: Class 5 contains 82258 members 
Mstep: Class 6 contains 31645 members 
Mstep: Class 7 contains 5375 members 
Mstep: Class 8 contains 6074 members 
Mstep: Class 9 contains 55570 members 
Mstep: Class 10 contains 26520 members 
Mstep: Class 11 contains 14824 members 
Mstep: Class 12 contains 16027 members 
Mstep: Class 13 contains 233627 members 
Mstep: Class 14 contains 12225 members 
Mstep: Class 15 contains 159733 members 
Mstep: Class 16 contains 14355 members 
Mstep: Class 17 contains 10361 members 
Mstep: Class 18 contains 7878 members 
Mstep: Class 19 contains 8947 members 
Mstep: Class 20 contains 7563 members 
Mstep: Class 21 contains 4291 members 
Mstep: Class 22 contains 320563 members 
Mstep: Class 23 contains 5387 members 
Mstep: Class 24 contains 643 members 
Mstep: Class 25 contains 83389 members 
Mstep: Class 26 contains 792 members 
Mstep: Class 27 contains 71952 members 
Mstep: Class 28 contains 66140 members 
Mstep: Class 29 contains 3836 members 
Mstep: Class 30 contains 9084 members 
Mstep: Class 31 contains 6606 members 
Mstep: Class 32 contains 10485 members 
Mstep: Class 33 contains 39271 members 
Mstep: Class 34 contains 10159 members 
Mstep: Class 35 contains 2458 members 
Mstep: Class 36 contains 1421 members 
Mstep: Class 37 contains 8123 members 
Mstep: Class 38 contains 205704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235446848.000000 Penalty: 136683.125000
Iteration 91Q: 39 clusters Score -2.354468e+08 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 170208 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 243360 members 
Mstep: Class 4 contains 31579 members 
Mstep: Class 5 contains 82144 members 
Mstep: Class 6 contains 31636 members 
Mstep: Class 7 contains 5411 members 
Mstep: Class 8 contains 6070 members 
Mstep: Class 9 contains 55577 members 
Mstep: Class 10 contains 26528 members 
Mstep: Class 11 contains 14783 members 
Mstep: Class 12 contains 15945 members 
Mstep: Class 13 contains 233790 members 
Mstep: Class 14 contains 12250 members 
Mstep: Class 15 contains 159627 members 
Mstep: Class 16 contains 14358 members 
Mstep: Class 17 contains 10360 members 
Mstep: Class 18 contains 7883 members 
Mstep: Class 19 contains 8939 members 
Mstep: Class 20 contains 7627 members 
Mstep: Class 21 contains 4309 members 
Mstep: Class 22 contains 320579 members 
Mstep: Class 23 contains 5393 members 
Mstep: Class 24 contains 643 members 
Mstep: Class 25 contains 83397 members 
Mstep: Class 26 contains 792 members 
Mstep: Class 27 contains 72640 members 
Mstep: Class 28 contains 66165 members 
Mstep: Class 29 contains 3909 members 
Mstep: Class 30 contains 9089 members 
Mstep: Class 31 contains 6626 members 
Mstep: Class 32 contains 10477 members 
Mstep: Class 33 contains 39485 members 
Mstep: Class 34 contains 10315 members 
Mstep: Class 35 contains 2475 members 
Mstep: Class 36 contains 1421 members 
Mstep: Class 37 contains 8125 members 
Mstep: Class 38 contains 205540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235447968.000000 Penalty: 136683.125000
Iteration 92Q: 39 clusters Score -2.35448e+08 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 170241 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 242310 members 
Mstep: Class 4 contains 31546 members 
Mstep: Class 5 contains 82048 members 
Mstep: Class 6 contains 31627 members 
Mstep: Class 7 contains 5446 members 
Mstep: Class 8 contains 6064 members 
Mstep: Class 9 contains 55567 members 
Mstep: Class 10 contains 26530 members 
Mstep: Class 11 contains 14752 members 
Mstep: Class 12 contains 15878 members 
Mstep: Class 13 contains 234057 members 
Mstep: Class 14 contains 12269 members 
Mstep: Class 15 contains 159511 members 
Mstep: Class 16 contains 14362 members 
Mstep: Class 17 contains 10361 members 
Mstep: Class 18 contains 7897 members 
Mstep: Class 19 contains 8935 members 
Mstep: Class 20 contains 7700 members 
Mstep: Class 21 contains 4332 members 
Mstep: Class 22 contains 320593 members 
Mstep: Class 23 contains 5399 members 
Mstep: Class 24 contains 643 members 
Mstep: Class 25 contains 83393 members 
Mstep: Class 26 contains 793 members 
Mstep: Class 27 contains 73282 members 
Mstep: Class 28 contains 66155 members 
Mstep: Class 29 contains 3975 members 
Mstep: Class 30 contains 9091 members 
Mstep: Class 31 contains 6638 members 
Mstep: Class 32 contains 10476 members 
Mstep: Class 33 contains 39678 members 
Mstep: Class 34 contains 10486 members 
Mstep: Class 35 contains 2490 members 
Mstep: Class 36 contains 1421 members 
Mstep: Class 37 contains 8122 members 
Mstep: Class 38 contains 205387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235448112.000000 Penalty: 136683.125000
Iteration 93Q: 39 clusters Score -2.354481e+08 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 170290 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 241269 members 
Mstep: Class 4 contains 31505 members 
Mstep: Class 5 contains 81967 members 
Mstep: Class 6 contains 31624 members 
Mstep: Class 7 contains 5479 members 
Mstep: Class 8 contains 6056 members 
Mstep: Class 9 contains 55568 members 
Mstep: Class 10 contains 26530 members 
Mstep: Class 11 contains 14734 members 
Mstep: Class 12 contains 15794 members 
Mstep: Class 13 contains 234351 members 
Mstep: Class 14 contains 12280 members 
Mstep: Class 15 contains 159406 members 
Mstep: Class 16 contains 14370 members 
Mstep: Class 17 contains 10359 members 
Mstep: Class 18 contains 7904 members 
Mstep: Class 19 contains 8930 members 
Mstep: Class 20 contains 7778 members 
Mstep: Class 21 contains 4339 members 
Mstep: Class 22 contains 320619 members 
Mstep: Class 23 contains 5403 members 
Mstep: Class 24 contains 643 members 
Mstep: Class 25 contains 83399 members 
Mstep: Class 26 contains 793 members 
Mstep: Class 27 contains 73874 members 
Mstep: Class 28 contains 66136 members 
Mstep: Class 29 contains 4032 members 
Mstep: Class 30 contains 9094 members 
Mstep: Class 31 contains 6652 members 
Mstep: Class 32 contains 10468 members 
Mstep: Class 33 contains 39818 members 
Mstep: Class 34 contains 10657 members 
Mstep: Class 35 contains 2518 members 
Mstep: Class 36 contains 1421 members 
Mstep: Class 37 contains 8123 members 
Mstep: Class 38 contains 205272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235448992.000000 Penalty: 136683.125000
Iteration 94Q: 39 clusters Score -2.35449e+08 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 170333 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 240179 members 
Mstep: Class 4 contains 31469 members 
Mstep: Class 5 contains 81898 members 
Mstep: Class 6 contains 31628 members 
Mstep: Class 7 contains 5552 members 
Mstep: Class 8 contains 6051 members 
Mstep: Class 9 contains 55573 members 
Mstep: Class 10 contains 26540 members 
Mstep: Class 11 contains 14702 members 
Mstep: Class 12 contains 15707 members 
Mstep: Class 13 contains 234690 members 
Mstep: Class 14 contains 12299 members 
Mstep: Class 15 contains 159295 members 
Mstep: Class 16 contains 14377 members 
Mstep: Class 17 contains 10360 members 
Mstep: Class 18 contains 7899 members 
Mstep: Class 19 contains 8932 members 
Mstep: Class 20 contains 7841 members 
Mstep: Class 21 contains 4355 members 
Mstep: Class 22 contains 320615 members 
Mstep: Class 23 contains 5407 members 
Mstep: Class 24 contains 643 members 
Mstep: Class 25 contains 83396 members 
Mstep: Class 26 contains 793 members 
Mstep: Class 27 contains 74473 members 
Mstep: Class 28 contains 66117 members 
Mstep: Class 29 contains 4080 members 
Mstep: Class 30 contains 9102 members 
Mstep: Class 31 contains 6667 members 
Mstep: Class 32 contains 10459 members 
Mstep: Class 33 contains 39929 members 
Mstep: Class 34 contains 10799 members 
Mstep: Class 35 contains 2536 members 
Mstep: Class 36 contains 1421 members 
Mstep: Class 37 contains 8121 members 
Mstep: Class 38 contains 205217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235448944.000000 Penalty: 136683.125000
Iteration 95Q: 39 clusters Score -2.354489e+08 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 170393 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 239030 members 
Mstep: Class 4 contains 31437 members 
Mstep: Class 5 contains 81845 members 
Mstep: Class 6 contains 31634 members 
Mstep: Class 7 contains 5634 members 
Mstep: Class 8 contains 6039 members 
Mstep: Class 9 contains 55574 members 
Mstep: Class 10 contains 26527 members 
Mstep: Class 11 contains 14693 members 
Mstep: Class 12 contains 15636 members 
Mstep: Class 13 contains 235104 members 
Mstep: Class 14 contains 12322 members 
Mstep: Class 15 contains 159171 members 
Mstep: Class 16 contains 14386 members 
Mstep: Class 17 contains 10355 members 
Mstep: Class 18 contains 7898 members 
Mstep: Class 19 contains 8927 members 
Mstep: Class 20 contains 7886 members 
Mstep: Class 21 contains 4377 members 
Mstep: Class 22 contains 320610 members 
Mstep: Class 23 contains 5422 members 
Mstep: Class 24 contains 643 members 
Mstep: Class 25 contains 83391 members 
Mstep: Class 26 contains 794 members 
Mstep: Class 27 contains 75059 members 
Mstep: Class 28 contains 66086 members 
Mstep: Class 29 contains 4129 members 
Mstep: Class 30 contains 9104 members 
Mstep: Class 31 contains 6681 members 
Mstep: Class 32 contains 10452 members 
Mstep: Class 33 contains 40027 members 
Mstep: Class 34 contains 10943 members 
Mstep: Class 35 contains 2546 members 
Mstep: Class 36 contains 1421 members 
Mstep: Class 37 contains 8119 members 
Mstep: Class 38 contains 205160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235449584.000000 Penalty: 136683.125000
Iteration 96Q: 39 clusters Score -2.354496e+08 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 170474 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 237840 members 
Mstep: Class 4 contains 31415 members 
Mstep: Class 5 contains 81766 members 
Mstep: Class 6 contains 31638 members 
Mstep: Class 7 contains 5753 members 
Mstep: Class 8 contains 6033 members 
Mstep: Class 9 contains 55576 members 
Mstep: Class 10 contains 26535 members 
Mstep: Class 11 contains 14651 members 
Mstep: Class 12 contains 15562 members 
Mstep: Class 13 contains 235528 members 
Mstep: Class 14 contains 12338 members 
Mstep: Class 15 contains 159078 members 
Mstep: Class 16 contains 14396 members 
Mstep: Class 17 contains 10349 members 
Mstep: Class 18 contains 7898 members 
Mstep: Class 19 contains 8924 members 
Mstep: Class 20 contains 7935 members 
Mstep: Class 21 contains 4400 members 
Mstep: Class 22 contains 320612 members 
Mstep: Class 23 contains 5424 members 
Mstep: Class 24 contains 643 members 
Mstep: Class 25 contains 83420 members 
Mstep: Class 26 contains 794 members 
Mstep: Class 27 contains 75650 members 
Mstep: Class 28 contains 66033 members 
Mstep: Class 29 contains 4173 members 
Mstep: Class 30 contains 9107 members 
Mstep: Class 31 contains 6694 members 
Mstep: Class 32 contains 10446 members 
Mstep: Class 33 contains 40122 members 
Mstep: Class 34 contains 11079 members 
Mstep: Class 35 contains 2553 members 
Mstep: Class 36 contains 1421 members 
Mstep: Class 37 contains 8122 members 
Mstep: Class 38 contains 205073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235449632.000000 Penalty: 136683.125000
Iteration 97Q: 39 clusters Score -2.354496e+08 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 170545 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 236636 members 
Mstep: Class 4 contains 31387 members 
Mstep: Class 5 contains 81700 members 
Mstep: Class 6 contains 31632 members 
Mstep: Class 7 contains 5870 members 
Mstep: Class 8 contains 6026 members 
Mstep: Class 9 contains 55581 members 
Mstep: Class 10 contains 26538 members 
Mstep: Class 11 contains 14596 members 
Mstep: Class 12 contains 15510 members 
Mstep: Class 13 contains 235972 members 
Mstep: Class 14 contains 12354 members 
Mstep: Class 15 contains 158995 members 
Mstep: Class 16 contains 14408 members 
Mstep: Class 17 contains 10343 members 
Mstep: Class 18 contains 7907 members 
Mstep: Class 19 contains 8917 members 
Mstep: Class 20 contains 7984 members 
Mstep: Class 21 contains 4417 members 
Mstep: Class 22 contains 320628 members 
Mstep: Class 23 contains 5432 members 
Mstep: Class 24 contains 643 members 
Mstep: Class 25 contains 83445 members 
Mstep: Class 26 contains 795 members 
Mstep: Class 27 contains 76230 members 
Mstep: Class 28 contains 65981 members 
Mstep: Class 29 contains 4222 members 
Mstep: Class 30 contains 9108 members 
Mstep: Class 31 contains 6702 members 
Mstep: Class 32 contains 10439 members 
Mstep: Class 33 contains 40213 members 
Mstep: Class 34 contains 11193 members 
Mstep: Class 35 contains 2561 members 
Mstep: Class 36 contains 1423 members 
Mstep: Class 37 contains 8132 members 
Mstep: Class 38 contains 204990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235449488.000000 Penalty: 136683.125000
Iteration 98Q: 39 clusters Score -2.354495e+08 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 170597 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 235489 members 
Mstep: Class 4 contains 31350 members 
Mstep: Class 5 contains 81660 members 
Mstep: Class 6 contains 31623 members 
Mstep: Class 7 contains 5997 members 
Mstep: Class 8 contains 6022 members 
Mstep: Class 9 contains 55581 members 
Mstep: Class 10 contains 26532 members 
Mstep: Class 11 contains 14561 members 
Mstep: Class 12 contains 15470 members 
Mstep: Class 13 contains 236447 members 
Mstep: Class 14 contains 12370 members 
Mstep: Class 15 contains 158925 members 
Mstep: Class 16 contains 14419 members 
Mstep: Class 17 contains 10337 members 
Mstep: Class 18 contains 7913 members 
Mstep: Class 19 contains 8910 members 
Mstep: Class 20 contains 8026 members 
Mstep: Class 21 contains 4434 members 
Mstep: Class 22 contains 320635 members 
Mstep: Class 23 contains 5444 members 
Mstep: Class 24 contains 643 members 
Mstep: Class 25 contains 83461 members 
Mstep: Class 26 contains 795 members 
Mstep: Class 27 contains 76770 members 
Mstep: Class 28 contains 65930 members 
Mstep: Class 29 contains 4256 members 
Mstep: Class 30 contains 9114 members 
Mstep: Class 31 contains 6717 members 
Mstep: Class 32 contains 10437 members 
Mstep: Class 33 contains 40304 members 
Mstep: Class 34 contains 11275 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 1425 members 
Mstep: Class 37 contains 8136 members 
Mstep: Class 38 contains 204887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235450352.000000 Penalty: 136683.125000
Iteration 99Q: 39 clusters Score -2.354504e+08 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 170657 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 234314 members 
Mstep: Class 4 contains 31323 members 
Mstep: Class 5 contains 81628 members 
Mstep: Class 6 contains 31616 members 
Mstep: Class 7 contains 6095 members 
Mstep: Class 8 contains 6016 members 
Mstep: Class 9 contains 55587 members 
Mstep: Class 10 contains 26534 members 
Mstep: Class 11 contains 14522 members 
Mstep: Class 12 contains 15436 members 
Mstep: Class 13 contains 236939 members 
Mstep: Class 14 contains 12392 members 
Mstep: Class 15 contains 158860 members 
Mstep: Class 16 contains 14429 members 
Mstep: Class 17 contains 10333 members 
Mstep: Class 18 contains 7923 members 
Mstep: Class 19 contains 8908 members 
Mstep: Class 20 contains 8066 members 
Mstep: Class 21 contains 4453 members 
Mstep: Class 22 contains 320632 members 
Mstep: Class 23 contains 5445 members 
Mstep: Class 24 contains 643 members 
Mstep: Class 25 contains 83466 members 
Mstep: Class 26 contains 796 members 
Mstep: Class 27 contains 77306 members 
Mstep: Class 28 contains 65909 members 
Mstep: Class 29 contains 4282 members 
Mstep: Class 30 contains 9114 members 
Mstep: Class 31 contains 6722 members 
Mstep: Class 32 contains 10432 members 
Mstep: Class 33 contains 40392 members 
Mstep: Class 34 contains 11350 members 
Mstep: Class 35 contains 2574 members 
Mstep: Class 36 contains 1425 members 
Mstep: Class 37 contains 8140 members 
Mstep: Class 38 contains 204796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235451648.000000 Penalty: 136683.125000
Iteration 100F: 39 clusters Score -2.354516e+08 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 170746 members 
Mstep: Class 2 contains 686 members 
Mstep: Class 3 contains 233269 members 
Mstep: Class 4 contains 31297 members 
Mstep: Class 5 contains 81591 members 
Mstep: Class 6 contains 31619 members 
Mstep: Class 7 contains 6196 members 
Mstep: Class 8 contains 6010 members 
Mstep: Class 9 contains 55591 members 
Mstep: Class 10 contains 26538 members 
Mstep: Class 11 contains 14473 members 
Mstep: Class 12 contains 15361 members 
Mstep: Class 13 contains 237343 members 
Mstep: Class 14 contains 12394 members 
Mstep: Class 15 contains 158811 members 
Mstep: Class 16 contains 14433 members 
Mstep: Class 17 contains 10321 members 
Mstep: Class 18 contains 7928 members 
Mstep: Class 19 contains 8901 members 
Mstep: Class 20 contains 8114 members 
Mstep: Class 21 contains 4454 members 
Mstep: Class 22 contains 320633 members 
Mstep: Class 23 contains 5454 members 
Mstep: Class 24 contains 643 members 
Mstep: Class 25 contains 83479 members 
Mstep: Class 26 contains 802 members 
Mstep: Class 27 contains 77779 members 
Mstep: Class 28 contains 65825 members 
Mstep: Class 29 contains 4320 members 
Mstep: Class 30 contains 9117 members 
Mstep: Class 31 contains 6714 members 
Mstep: Class 32 contains 10424 members 
Mstep: Class 33 contains 40471 members 
Mstep: Class 34 contains 11550 members 
Mstep: Class 35 contains 2591 members 
Mstep: Class 36 contains 1425 members 
Mstep: Class 37 contains 8147 members 
Mstep: Class 38 contains 204691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235452160.000000 Penalty: 136683.125000
Iteration 101Q: 39 clusters Score -2.354522e+08 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 170826 members 
Mstep: Class 2 contains 684 members 
Mstep: Class 3 contains 232208 members 
Mstep: Class 4 contains 31265 members 
Mstep: Class 5 contains 81580 members 
Mstep: Class 6 contains 31622 members 
Mstep: Class 7 contains 6314 members 
Mstep: Class 8 contains 6004 members 
Mstep: Class 9 contains 55594 members 
Mstep: Class 10 contains 26545 members 
Mstep: Class 11 contains 14403 members 
Mstep: Class 12 contains 15286 members 
Mstep: Class 13 contains 237759 members 
Mstep: Class 14 contains 12402 members 
Mstep: Class 15 contains 158755 members 
Mstep: Class 16 contains 14445 members 
Mstep: Class 17 contains 10307 members 
Mstep: Class 18 contains 7933 members 
Mstep: Class 19 contains 8894 members 
Mstep: Class 20 contains 8154 members 
Mstep: Class 21 contains 4462 members 
Mstep: Class 22 contains 320642 members 
Mstep: Class 23 contains 5462 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 83490 members 
Mstep: Class 26 contains 808 members 
Mstep: Class 27 contains 78272 members 
Mstep: Class 28 contains 65758 members 
Mstep: Class 29 contains 4357 members 
Mstep: Class 30 contains 9117 members 
Mstep: Class 31 contains 6724 members 
Mstep: Class 32 contains 10414 members 
Mstep: Class 33 contains 40527 members 
Mstep: Class 34 contains 11703 members 
Mstep: Class 35 contains 2632 members 
Mstep: Class 36 contains 1427 members 
Mstep: Class 37 contains 8152 members 
Mstep: Class 38 contains 204571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235452848.000000 Penalty: 136683.125000
Iteration 102Q: 39 clusters Score -2.354528e+08 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 170909 members 
Mstep: Class 2 contains 678 members 
Mstep: Class 3 contains 231215 members 
Mstep: Class 4 contains 31238 members 
Mstep: Class 5 contains 81577 members 
Mstep: Class 6 contains 31627 members 
Mstep: Class 7 contains 6420 members 
Mstep: Class 8 contains 6000 members 
Mstep: Class 9 contains 55600 members 
Mstep: Class 10 contains 26556 members 
Mstep: Class 11 contains 14357 members 
Mstep: Class 12 contains 15227 members 
Mstep: Class 13 contains 238093 members 
Mstep: Class 14 contains 12419 members 
Mstep: Class 15 contains 158713 members 
Mstep: Class 16 contains 14455 members 
Mstep: Class 17 contains 10296 members 
Mstep: Class 18 contains 7941 members 
Mstep: Class 19 contains 8895 members 
Mstep: Class 20 contains 8176 members 
Mstep: Class 21 contains 4469 members 
Mstep: Class 22 contains 320620 members 
Mstep: Class 23 contains 5466 members 
Mstep: Class 24 contains 647 members 
Mstep: Class 25 contains 83505 members 
Mstep: Class 26 contains 810 members 
Mstep: Class 27 contains 78752 members 
Mstep: Class 28 contains 65717 members 
Mstep: Class 29 contains 4396 members 
Mstep: Class 30 contains 9119 members 
Mstep: Class 31 contains 6736 members 
Mstep: Class 32 contains 10406 members 
Mstep: Class 33 contains 40583 members 
Mstep: Class 34 contains 11813 members 
Mstep: Class 35 contains 2666 members 
Mstep: Class 36 contains 1429 members 
Mstep: Class 37 contains 8165 members 
Mstep: Class 38 contains 204451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235452944.000000 Penalty: 136683.125000
Iteration 103Q: 39 clusters Score -2.354529e+08 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 170978 members 
Mstep: Class 2 contains 676 members 
Mstep: Class 3 contains 230310 members 
Mstep: Class 4 contains 31220 members 
Mstep: Class 5 contains 81568 members 
Mstep: Class 6 contains 31633 members 
Mstep: Class 7 contains 6535 members 
Mstep: Class 8 contains 5990 members 
Mstep: Class 9 contains 55606 members 
Mstep: Class 10 contains 26555 members 
Mstep: Class 11 contains 14313 members 
Mstep: Class 12 contains 15176 members 
Mstep: Class 13 contains 238392 members 
Mstep: Class 14 contains 12437 members 
Mstep: Class 15 contains 158652 members 
Mstep: Class 16 contains 14471 members 
Mstep: Class 17 contains 10280 members 
Mstep: Class 18 contains 7944 members 
Mstep: Class 19 contains 8898 members 
Mstep: Class 20 contains 8191 members 
Mstep: Class 21 contains 4480 members 
Mstep: Class 22 contains 320619 members 
Mstep: Class 23 contains 5465 members 
Mstep: Class 24 contains 649 members 
Mstep: Class 25 contains 83520 members 
Mstep: Class 26 contains 813 members 
Mstep: Class 27 contains 79215 members 
Mstep: Class 28 contains 65680 members 
Mstep: Class 29 contains 4428 members 
Mstep: Class 30 contains 9119 members 
Mstep: Class 31 contains 6753 members 
Mstep: Class 32 contains 10401 members 
Mstep: Class 33 contains 40652 members 
Mstep: Class 34 contains 11916 members 
Mstep: Class 35 contains 2692 members 
Mstep: Class 36 contains 1429 members 
Mstep: Class 37 contains 8170 members 
Mstep: Class 38 contains 204316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235452928.000000 Penalty: 136683.125000
Iteration 104Q: 39 clusters Score -2.354529e+08 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 171043 members 
Mstep: Class 2 contains 676 members 
Mstep: Class 3 contains 229449 members 
Mstep: Class 4 contains 31198 members 
Mstep: Class 5 contains 81560 members 
Mstep: Class 6 contains 31627 members 
Mstep: Class 7 contains 6669 members 
Mstep: Class 8 contains 5981 members 
Mstep: Class 9 contains 55611 members 
Mstep: Class 10 contains 26564 members 
Mstep: Class 11 contains 14272 members 
Mstep: Class 12 contains 15143 members 
Mstep: Class 13 contains 238666 members 
Mstep: Class 14 contains 12468 members 
Mstep: Class 15 contains 158600 members 
Mstep: Class 16 contains 14492 members 
Mstep: Class 17 contains 10269 members 
Mstep: Class 18 contains 7944 members 
Mstep: Class 19 contains 8889 members 
Mstep: Class 20 contains 8218 members 
Mstep: Class 21 contains 4492 members 
Mstep: Class 22 contains 320598 members 
Mstep: Class 23 contains 5472 members 
Mstep: Class 24 contains 649 members 
Mstep: Class 25 contains 83552 members 
Mstep: Class 26 contains 813 members 
Mstep: Class 27 contains 79637 members 
Mstep: Class 28 contains 65648 members 
Mstep: Class 29 contains 4466 members 
Mstep: Class 30 contains 9118 members 
Mstep: Class 31 contains 6760 members 
Mstep: Class 32 contains 10388 members 
Mstep: Class 33 contains 40700 members 
Mstep: Class 34 contains 11986 members 
Mstep: Class 35 contains 2701 members 
Mstep: Class 36 contains 1429 members 
Mstep: Class 37 contains 8176 members 
Mstep: Class 38 contains 204218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235452944.000000 Penalty: 136683.125000
Iteration 105Q: 39 clusters Score -2.354529e+08 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 171116 members 
Mstep: Class 2 contains 676 members 
Mstep: Class 3 contains 228646 members 
Mstep: Class 4 contains 31178 members 
Mstep: Class 5 contains 81557 members 
Mstep: Class 6 contains 31636 members 
Mstep: Class 7 contains 6806 members 
Mstep: Class 8 contains 5976 members 
Mstep: Class 9 contains 55607 members 
Mstep: Class 10 contains 26578 members 
Mstep: Class 11 contains 14241 members 
Mstep: Class 12 contains 15120 members 
Mstep: Class 13 contains 238860 members 
Mstep: Class 14 contains 12492 members 
Mstep: Class 15 contains 158549 members 
Mstep: Class 16 contains 14509 members 
Mstep: Class 17 contains 10257 members 
Mstep: Class 18 contains 7948 members 
Mstep: Class 19 contains 8885 members 
Mstep: Class 20 contains 8241 members 
Mstep: Class 21 contains 4499 members 
Mstep: Class 22 contains 320586 members 
Mstep: Class 23 contains 5480 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 83591 members 
Mstep: Class 26 contains 816 members 
Mstep: Class 27 contains 80014 members 
Mstep: Class 28 contains 65644 members 
Mstep: Class 29 contains 4492 members 
Mstep: Class 30 contains 9119 members 
Mstep: Class 31 contains 6777 members 
Mstep: Class 32 contains 10383 members 
Mstep: Class 33 contains 40733 members 
Mstep: Class 34 contains 12034 members 
Mstep: Class 35 contains 2708 members 
Mstep: Class 36 contains 1429 members 
Mstep: Class 37 contains 8176 members 
Mstep: Class 38 contains 204133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235453168.000000 Penalty: 136683.125000
Iteration 106Q: 39 clusters Score -2.354532e+08 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 171191 members 
Mstep: Class 2 contains 676 members 
Mstep: Class 3 contains 227898 members 
Mstep: Class 4 contains 31161 members 
Mstep: Class 5 contains 81560 members 
Mstep: Class 6 contains 31634 members 
Mstep: Class 7 contains 6923 members 
Mstep: Class 8 contains 5967 members 
Mstep: Class 9 contains 55607 members 
Mstep: Class 10 contains 26590 members 
Mstep: Class 11 contains 14214 members 
Mstep: Class 12 contains 15081 members 
Mstep: Class 13 contains 238974 members 
Mstep: Class 14 contains 12518 members 
Mstep: Class 15 contains 158524 members 
Mstep: Class 16 contains 14515 members 
Mstep: Class 17 contains 10248 members 
Mstep: Class 18 contains 7948 members 
Mstep: Class 19 contains 8884 members 
Mstep: Class 20 contains 8264 members 
Mstep: Class 21 contains 4507 members 
Mstep: Class 22 contains 320572 members 
Mstep: Class 23 contains 5490 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 83627 members 
Mstep: Class 26 contains 815 members 
Mstep: Class 27 contains 80424 members 
Mstep: Class 28 contains 65653 members 
Mstep: Class 29 contains 4518 members 
Mstep: Class 30 contains 9120 members 
Mstep: Class 31 contains 6788 members 
Mstep: Class 32 contains 10381 members 
Mstep: Class 33 contains 40770 members 
Mstep: Class 34 contains 12055 members 
Mstep: Class 35 contains 2721 members 
Mstep: Class 36 contains 1429 members 
Mstep: Class 37 contains 8180 members 
Mstep: Class 38 contains 204065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235453440.000000 Penalty: 136683.125000
Iteration 107Q: 39 clusters Score -2.354534e+08 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 171262 members 
Mstep: Class 2 contains 676 members 
Mstep: Class 3 contains 227248 members 
Mstep: Class 4 contains 31137 members 
Mstep: Class 5 contains 81559 members 
Mstep: Class 6 contains 31636 members 
Mstep: Class 7 contains 7041 members 
Mstep: Class 8 contains 5958 members 
Mstep: Class 9 contains 55608 members 
Mstep: Class 10 contains 26598 members 
Mstep: Class 11 contains 14177 members 
Mstep: Class 12 contains 15050 members 
Mstep: Class 13 contains 239019 members 
Mstep: Class 14 contains 12531 members 
Mstep: Class 15 contains 158496 members 
Mstep: Class 16 contains 14519 members 
Mstep: Class 17 contains 10248 members 
Mstep: Class 18 contains 7954 members 
Mstep: Class 19 contains 8881 members 
Mstep: Class 20 contains 8281 members 
Mstep: Class 21 contains 4518 members 
Mstep: Class 22 contains 320562 members 
Mstep: Class 23 contains 5493 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 83664 members 
Mstep: Class 26 contains 816 members 
Mstep: Class 27 contains 80814 members 
Mstep: Class 28 contains 65677 members 
Mstep: Class 29 contains 4545 members 
Mstep: Class 30 contains 9121 members 
Mstep: Class 31 contains 6795 members 
Mstep: Class 32 contains 10376 members 
Mstep: Class 33 contains 40802 members 
Mstep: Class 34 contains 12088 members 
Mstep: Class 35 contains 2732 members 
Mstep: Class 36 contains 1429 members 
Mstep: Class 37 contains 8187 members 
Mstep: Class 38 contains 203994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235453232.000000 Penalty: 136683.125000
Iteration 108Q: 39 clusters Score -2.354532e+08 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 171318 members 
Mstep: Class 2 contains 676 members 
Mstep: Class 3 contains 226713 members 
Mstep: Class 4 contains 31111 members 
Mstep: Class 5 contains 81555 members 
Mstep: Class 6 contains 31638 members 
Mstep: Class 7 contains 7167 members 
Mstep: Class 8 contains 5950 members 
Mstep: Class 9 contains 55606 members 
Mstep: Class 10 contains 26608 members 
Mstep: Class 11 contains 14150 members 
Mstep: Class 12 contains 15026 members 
Mstep: Class 13 contains 239038 members 
Mstep: Class 14 contains 12542 members 
Mstep: Class 15 contains 158464 members 
Mstep: Class 16 contains 14525 members 
Mstep: Class 17 contains 10241 members 
Mstep: Class 18 contains 7954 members 
Mstep: Class 19 contains 8881 members 
Mstep: Class 20 contains 8298 members 
Mstep: Class 21 contains 4524 members 
Mstep: Class 22 contains 320551 members 
Mstep: Class 23 contains 5497 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 83695 members 
Mstep: Class 26 contains 815 members 
Mstep: Class 27 contains 81152 members 
Mstep: Class 28 contains 65678 members 
Mstep: Class 29 contains 4573 members 
Mstep: Class 30 contains 9122 members 
Mstep: Class 31 contains 6817 members 
Mstep: Class 32 contains 10374 members 
Mstep: Class 33 contains 40835 members 
Mstep: Class 34 contains 12099 members 
Mstep: Class 35 contains 2750 members 
Mstep: Class 36 contains 1429 members 
Mstep: Class 37 contains 8195 members 
Mstep: Class 38 contains 203925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235453616.000000 Penalty: 136683.125000
Iteration 109Q: 39 clusters Score -2.354536e+08 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 171375 members 
Mstep: Class 2 contains 676 members 
Mstep: Class 3 contains 226254 members 
Mstep: Class 4 contains 31073 members 
Mstep: Class 5 contains 81553 members 
Mstep: Class 6 contains 31642 members 
Mstep: Class 7 contains 7307 members 
Mstep: Class 8 contains 5943 members 
Mstep: Class 9 contains 55606 members 
Mstep: Class 10 contains 26615 members 
Mstep: Class 11 contains 14142 members 
Mstep: Class 12 contains 15009 members 
Mstep: Class 13 contains 238991 members 
Mstep: Class 14 contains 12562 members 
Mstep: Class 15 contains 158441 members 
Mstep: Class 16 contains 14527 members 
Mstep: Class 17 contains 10242 members 
Mstep: Class 18 contains 7955 members 
Mstep: Class 19 contains 8875 members 
Mstep: Class 20 contains 8312 members 
Mstep: Class 21 contains 4537 members 
Mstep: Class 22 contains 320555 members 
Mstep: Class 23 contains 5496 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 83709 members 
Mstep: Class 26 contains 816 members 
Mstep: Class 27 contains 81455 members 
Mstep: Class 28 contains 65655 members 
Mstep: Class 29 contains 4602 members 
Mstep: Class 30 contains 9126 members 
Mstep: Class 31 contains 6838 members 
Mstep: Class 32 contains 10381 members 
Mstep: Class 33 contains 40857 members 
Mstep: Class 34 contains 12113 members 
Mstep: Class 35 contains 2763 members 
Mstep: Class 36 contains 1429 members 
Mstep: Class 37 contains 8197 members 
Mstep: Class 38 contains 203863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235454096.000000 Penalty: 136683.125000
Iteration 110Q: 39 clusters Score -2.354541e+08 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 171400 members 
Mstep: Class 2 contains 676 members 
Mstep: Class 3 contains 225872 members 
Mstep: Class 4 contains 31048 members 
Mstep: Class 5 contains 81546 members 
Mstep: Class 6 contains 31637 members 
Mstep: Class 7 contains 7482 members 
Mstep: Class 8 contains 5939 members 
Mstep: Class 9 contains 55604 members 
Mstep: Class 10 contains 26624 members 
Mstep: Class 11 contains 14134 members 
Mstep: Class 12 contains 14990 members 
Mstep: Class 13 contains 238890 members 
Mstep: Class 14 contains 12571 members 
Mstep: Class 15 contains 158413 members 
Mstep: Class 16 contains 14533 members 
Mstep: Class 17 contains 10232 members 
Mstep: Class 18 contains 7956 members 
Mstep: Class 19 contains 8874 members 
Mstep: Class 20 contains 8333 members 
Mstep: Class 21 contains 4543 members 
Mstep: Class 22 contains 320563 members 
Mstep: Class 23 contains 5500 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 83731 members 
Mstep: Class 26 contains 816 members 
Mstep: Class 27 contains 81732 members 
Mstep: Class 28 contains 65639 members 
Mstep: Class 29 contains 4635 members 
Mstep: Class 30 contains 9126 members 
Mstep: Class 31 contains 6856 members 
Mstep: Class 32 contains 10380 members 
Mstep: Class 33 contains 40881 members 
Mstep: Class 34 contains 12123 members 
Mstep: Class 35 contains 2777 members 
Mstep: Class 36 contains 1429 members 
Mstep: Class 37 contains 8201 members 
Mstep: Class 38 contains 203806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235454512.000000 Penalty: 136683.125000
Iteration 111Q: 39 clusters Score -2.354545e+08 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 171420 members 
Mstep: Class 2 contains 676 members 
Mstep: Class 3 contains 225555 members 
Mstep: Class 4 contains 31031 members 
Mstep: Class 5 contains 81539 members 
Mstep: Class 6 contains 31632 members 
Mstep: Class 7 contains 7664 members 
Mstep: Class 8 contains 5937 members 
Mstep: Class 9 contains 55590 members 
Mstep: Class 10 contains 26639 members 
Mstep: Class 11 contains 14140 members 
Mstep: Class 12 contains 14972 members 
Mstep: Class 13 contains 238706 members 
Mstep: Class 14 contains 12580 members 
Mstep: Class 15 contains 158396 members 
Mstep: Class 16 contains 14534 members 
Mstep: Class 17 contains 10227 members 
Mstep: Class 18 contains 7962 members 
Mstep: Class 19 contains 8875 members 
Mstep: Class 20 contains 8357 members 
Mstep: Class 21 contains 4548 members 
Mstep: Class 22 contains 320588 members 
Mstep: Class 23 contains 5511 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 83747 members 
Mstep: Class 26 contains 818 members 
Mstep: Class 27 contains 81979 members 
Mstep: Class 28 contains 65639 members 
Mstep: Class 29 contains 4662 members 
Mstep: Class 30 contains 9127 members 
Mstep: Class 31 contains 6865 members 
Mstep: Class 32 contains 10385 members 
Mstep: Class 33 contains 40897 members 
Mstep: Class 34 contains 12125 members 
Mstep: Class 35 contains 2794 members 
Mstep: Class 36 contains 1429 members 
Mstep: Class 37 contains 8209 members 
Mstep: Class 38 contains 203737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235454896.000000 Penalty: 136683.125000
Iteration 112Q: 39 clusters Score -2.354549e+08 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 171410 members 
Mstep: Class 2 contains 676 members 
Mstep: Class 3 contains 225326 members 
Mstep: Class 4 contains 31013 members 
Mstep: Class 5 contains 81530 members 
Mstep: Class 6 contains 31625 members 
Mstep: Class 7 contains 7835 members 
Mstep: Class 8 contains 5930 members 
Mstep: Class 9 contains 55586 members 
Mstep: Class 10 contains 26643 members 
Mstep: Class 11 contains 14153 members 
Mstep: Class 12 contains 14958 members 
Mstep: Class 13 contains 238501 members 
Mstep: Class 14 contains 12591 members 
Mstep: Class 15 contains 158387 members 
Mstep: Class 16 contains 14539 members 
Mstep: Class 17 contains 10228 members 
Mstep: Class 18 contains 7971 members 
Mstep: Class 19 contains 8876 members 
Mstep: Class 20 contains 8379 members 
Mstep: Class 21 contains 4553 members 
Mstep: Class 22 contains 320601 members 
Mstep: Class 23 contains 5516 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 83757 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 82200 members 
Mstep: Class 28 contains 65614 members 
Mstep: Class 29 contains 4687 members 
Mstep: Class 30 contains 9128 members 
Mstep: Class 31 contains 6875 members 
Mstep: Class 32 contains 10397 members 
Mstep: Class 33 contains 40911 members 
Mstep: Class 34 contains 12125 members 
Mstep: Class 35 contains 2806 members 
Mstep: Class 36 contains 1429 members 
Mstep: Class 37 contains 8217 members 
Mstep: Class 38 contains 203698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235455440.000000 Penalty: 136683.125000
Iteration 113Q: 39 clusters Score -2.354554e+08 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 171416 members 
Mstep: Class 2 contains 676 members 
Mstep: Class 3 contains 225137 members 
Mstep: Class 4 contains 30999 members 
Mstep: Class 5 contains 81521 members 
Mstep: Class 6 contains 31622 members 
Mstep: Class 7 contains 8019 members 
Mstep: Class 8 contains 5921 members 
Mstep: Class 9 contains 55585 members 
Mstep: Class 10 contains 26657 members 
Mstep: Class 11 contains 14170 members 
Mstep: Class 12 contains 14939 members 
Mstep: Class 13 contains 238216 members 
Mstep: Class 14 contains 12607 members 
Mstep: Class 15 contains 158382 members 
Mstep: Class 16 contains 14543 members 
Mstep: Class 17 contains 10218 members 
Mstep: Class 18 contains 7972 members 
Mstep: Class 19 contains 8875 members 
Mstep: Class 20 contains 8408 members 
Mstep: Class 21 contains 4560 members 
Mstep: Class 22 contains 320620 members 
Mstep: Class 23 contains 5520 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 83772 members 
Mstep: Class 26 contains 822 members 
Mstep: Class 27 contains 82433 members 
Mstep: Class 28 contains 65597 members 
Mstep: Class 29 contains 4700 members 
Mstep: Class 30 contains 9129 members 
Mstep: Class 31 contains 6888 members 
Mstep: Class 32 contains 10405 members 
Mstep: Class 33 contains 40928 members 
Mstep: Class 34 contains 12106 members 
Mstep: Class 35 contains 2813 members 
Mstep: Class 36 contains 1429 members 
Mstep: Class 37 contains 8215 members 
Mstep: Class 38 contains 203672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235455568.000000 Penalty: 136683.125000
Iteration 114Q: 39 clusters Score -2.354556e+08 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 171420 members 
Mstep: Class 2 contains 676 members 
Mstep: Class 3 contains 224947 members 
Mstep: Class 4 contains 30989 members 
Mstep: Class 5 contains 81523 members 
Mstep: Class 6 contains 31614 members 
Mstep: Class 7 contains 8222 members 
Mstep: Class 8 contains 5916 members 
Mstep: Class 9 contains 55584 members 
Mstep: Class 10 contains 26669 members 
Mstep: Class 11 contains 14187 members 
Mstep: Class 12 contains 14931 members 
Mstep: Class 13 contains 237895 members 
Mstep: Class 14 contains 12612 members 
Mstep: Class 15 contains 158377 members 
Mstep: Class 16 contains 14542 members 
Mstep: Class 17 contains 10214 members 
Mstep: Class 18 contains 7973 members 
Mstep: Class 19 contains 8880 members 
Mstep: Class 20 contains 8440 members 
Mstep: Class 21 contains 4568 members 
Mstep: Class 22 contains 320649 members 
Mstep: Class 23 contains 5526 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 83788 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 82655 members 
Mstep: Class 28 contains 65591 members 
Mstep: Class 29 contains 4717 members 
Mstep: Class 30 contains 9132 members 
Mstep: Class 31 contains 6900 members 
Mstep: Class 32 contains 10421 members 
Mstep: Class 33 contains 40942 members 
Mstep: Class 34 contains 12068 members 
Mstep: Class 35 contains 2829 members 
Mstep: Class 36 contains 1429 members 
Mstep: Class 37 contains 8219 members 
Mstep: Class 38 contains 203626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235455520.000000 Penalty: 136683.125000
Iteration 115Q: 39 clusters Score -2.354555e+08 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 171424 members 
Mstep: Class 2 contains 676 members 
Mstep: Class 3 contains 224773 members 
Mstep: Class 4 contains 30964 members 
Mstep: Class 5 contains 81522 members 
Mstep: Class 6 contains 31591 members 
Mstep: Class 7 contains 8447 members 
Mstep: Class 8 contains 5912 members 
Mstep: Class 9 contains 55586 members 
Mstep: Class 10 contains 26687 members 
Mstep: Class 11 contains 14170 members 
Mstep: Class 12 contains 14921 members 
Mstep: Class 13 contains 237554 members 
Mstep: Class 14 contains 12618 members 
Mstep: Class 15 contains 158366 members 
Mstep: Class 16 contains 14545 members 
Mstep: Class 17 contains 10212 members 
Mstep: Class 18 contains 7975 members 
Mstep: Class 19 contains 8885 members 
Mstep: Class 20 contains 8474 members 
Mstep: Class 21 contains 4572 members 
Mstep: Class 22 contains 320684 members 
Mstep: Class 23 contains 5531 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 83790 members 
Mstep: Class 26 contains 822 members 
Mstep: Class 27 contains 82872 members 
Mstep: Class 28 contains 65623 members 
Mstep: Class 29 contains 4737 members 
Mstep: Class 30 contains 9133 members 
Mstep: Class 31 contains 6917 members 
Mstep: Class 32 contains 10442 members 
Mstep: Class 33 contains 40950 members 
Mstep: Class 34 contains 12046 members 
Mstep: Class 35 contains 2854 members 
Mstep: Class 36 contains 1429 members 
Mstep: Class 37 contains 8221 members 
Mstep: Class 38 contains 203567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235455632.000000 Penalty: 136683.125000
Iteration 116Q: 39 clusters Score -2.354556e+08 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 171425 members 
Mstep: Class 2 contains 676 members 
Mstep: Class 3 contains 224586 members 
Mstep: Class 4 contains 30935 members 
Mstep: Class 5 contains 81522 members 
Mstep: Class 6 contains 31579 members 
Mstep: Class 7 contains 8646 members 
Mstep: Class 8 contains 5907 members 
Mstep: Class 9 contains 55582 members 
Mstep: Class 10 contains 26693 members 
Mstep: Class 11 contains 14156 members 
Mstep: Class 12 contains 14913 members 
Mstep: Class 13 contains 237196 members 
Mstep: Class 14 contains 12630 members 
Mstep: Class 15 contains 158353 members 
Mstep: Class 16 contains 14548 members 
Mstep: Class 17 contains 10209 members 
Mstep: Class 18 contains 7974 members 
Mstep: Class 19 contains 8882 members 
Mstep: Class 20 contains 8512 members 
Mstep: Class 21 contains 4584 members 
Mstep: Class 22 contains 320706 members 
Mstep: Class 23 contains 5537 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 83792 members 
Mstep: Class 26 contains 823 members 
Mstep: Class 27 contains 83126 members 
Mstep: Class 28 contains 65654 members 
Mstep: Class 29 contains 4759 members 
Mstep: Class 30 contains 9132 members 
Mstep: Class 31 contains 6931 members 
Mstep: Class 32 contains 10462 members 
Mstep: Class 33 contains 40967 members 
Mstep: Class 34 contains 12022 members 
Mstep: Class 35 contains 2869 members 
Mstep: Class 36 contains 1429 members 
Mstep: Class 37 contains 8228 members 
Mstep: Class 38 contains 203547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235455952.000000 Penalty: 136683.125000
Iteration 117Q: 39 clusters Score -2.35456e+08 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 171407 members 
Mstep: Class 2 contains 676 members 
Mstep: Class 3 contains 224426 members 
Mstep: Class 4 contains 30912 members 
Mstep: Class 5 contains 81534 members 
Mstep: Class 6 contains 31563 members 
Mstep: Class 7 contains 8837 members 
Mstep: Class 8 contains 5902 members 
Mstep: Class 9 contains 55574 members 
Mstep: Class 10 contains 26702 members 
Mstep: Class 11 contains 14148 members 
Mstep: Class 12 contains 14910 members 
Mstep: Class 13 contains 236756 members 
Mstep: Class 14 contains 12637 members 
Mstep: Class 15 contains 158342 members 
Mstep: Class 16 contains 14557 members 
Mstep: Class 17 contains 10199 members 
Mstep: Class 18 contains 7975 members 
Mstep: Class 19 contains 8880 members 
Mstep: Class 20 contains 8542 members 
Mstep: Class 21 contains 4591 members 
Mstep: Class 22 contains 320723 members 
Mstep: Class 23 contains 5543 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 83797 members 
Mstep: Class 26 contains 823 members 
Mstep: Class 27 contains 83430 members 
Mstep: Class 28 contains 65732 members 
Mstep: Class 29 contains 4785 members 
Mstep: Class 30 contains 9132 members 
Mstep: Class 31 contains 6933 members 
Mstep: Class 32 contains 10476 members 
Mstep: Class 33 contains 40987 members 
Mstep: Class 34 contains 12004 members 
Mstep: Class 35 contains 2883 members 
Mstep: Class 36 contains 1429 members 
Mstep: Class 37 contains 8234 members 
Mstep: Class 38 contains 203511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235456144.000000 Penalty: 136683.125000
Iteration 118Q: 39 clusters Score -2.354561e+08 nChanged 2414
Entering ConstructFrom: 
Score: -235456144.000000 Penalty: 136683.125000
Entering ConstructFrom: 
Trying to split cluster 1 (171385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171385 members 
Entering Unmasked Estep 
Score: -20930898.000000 Penalty: 2988.813721
	Iteration 0F: 2 clusters Score -2.09309e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85924 members 
Mstep: Class 2 contains 85461 members 
Entering Unmasked Estep 
Score: -20817038.000000 Penalty: 5977.627441
	Iteration 0F: 3 clusters Score -2.081704e+07 nChanged 81825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87959 members 
Mstep: Class 2 contains 83426 members 
Entering Unmasked Estep 
Score: -20864794.000000 Penalty: 5977.627441
	Iteration 1F: 3 clusters Score -2.086479e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89068 members 
Mstep: Class 2 contains 82317 members 
Entering Unmasked Estep 
Score: -20865960.000000 Penalty: 5977.627441
	Iteration 2Q: 3 clusters Score -2.086596e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90580 members 
Mstep: Class 2 contains 80805 members 
Entering Unmasked Estep 
Score: -20867266.000000 Penalty: 5977.627441
	Iteration 3Q: 3 clusters Score -2.086727e+07 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92865 members 
Mstep: Class 2 contains 78520 members 
Entering Unmasked Estep 
Score: -20869182.000000 Penalty: 5977.627441
	Iteration 4Q: 3 clusters Score -2.086918e+07 nChanged 6434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96253 members 
Mstep: Class 2 contains 75132 members 
Entering Unmasked Estep 
Score: -20871570.000000 Penalty: 5977.627441
	Iteration 5Q: 3 clusters Score -2.087157e+07 nChanged 7545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101270 members 
Mstep: Class 2 contains 70115 members 
Entering Unmasked Estep 
Score: -20875334.000000 Penalty: 5977.627441
	Iteration 6Q: 3 clusters Score -2.087533e+07 nChanged 8680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108134 members 
Mstep: Class 2 contains 63251 members 
Entering Unmasked Estep 
Score: -20880306.000000 Penalty: 5977.627441
	Iteration 7F: 3 clusters Score -2.088031e+07 nChanged 9879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116997 members 
Mstep: Class 2 contains 54388 members 
Entering Unmasked Estep 
Score: -20886978.000000 Penalty: 5977.627441
	Iteration 8F: 3 clusters Score -2.088698e+07 nChanged 10903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127472 members 
Mstep: Class 2 contains 43913 members 
Entering Unmasked Estep 
Score: -20894984.000000 Penalty: 5977.627441
	Iteration 9F: 3 clusters Score -2.089498e+07 nChanged 11436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138802 members 
Mstep: Class 2 contains 32583 members 
Entering Unmasked Estep 
Score: -20903598.000000 Penalty: 5977.627441
	Iteration 10F: 3 clusters Score -2.09036e+07 nChanged 10858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149650 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -20912354.000000 Penalty: 5977.627441
	Iteration 11F: 3 clusters Score -2.091235e+07 nChanged 8740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158386 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -20919194.000000 Penalty: 5977.627441
	Iteration 12F: 3 clusters Score -2.091919e+07 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164186 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -20923540.000000 Penalty: 5977.627441
	Iteration 13Q: 3 clusters Score -2.092354e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167461 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -20925998.000000 Penalty: 5977.627441
	Iteration 14Q: 3 clusters Score -2.0926e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169124 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -20927154.000000 Penalty: 5977.627441
	Iteration 15Q: 3 clusters Score -2.092715e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169906 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -20927670.000000 Penalty: 5977.627441
	Iteration 16Q: 3 clusters Score -2.092767e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170285 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -20927902.000000 Penalty: 5977.627441
	Iteration 17Q: 3 clusters Score -2.09279e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170472 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -20928036.000000 Penalty: 5977.627441
	Iteration 18Q: 3 clusters Score -2.092804e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170579 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -20928142.000000 Penalty: 5977.627441
	Iteration 19Q: 3 clusters Score -2.092814e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170652 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -20928240.000000 Penalty: 5977.627441
	Iteration 20F: 3 clusters Score -2.092824e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170697 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -20928268.000000 Penalty: 5977.627441
	Iteration 21Q: 3 clusters Score -2.092827e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170729 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -20928324.000000 Penalty: 5977.627441
	Iteration 22Q: 3 clusters Score -2.092832e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170760 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -20928332.000000 Penalty: 5977.627441
	Iteration 23Q: 3 clusters Score -2.092833e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170780 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -20928334.000000 Penalty: 5977.627441
	Iteration 24Q: 3 clusters Score -2.092833e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170792 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -20928364.000000 Penalty: 5977.627441
	Iteration 25Q: 3 clusters Score -2.092836e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170802 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -20928360.000000 Penalty: 5977.627441
	Iteration 26Q: 3 clusters Score -2.092836e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170809 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -20928370.000000 Penalty: 5977.627441
	Iteration 27Q: 3 clusters Score -2.092837e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170816 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -20928362.000000 Penalty: 5977.627441
	Iteration 28Q: 3 clusters Score -2.092836e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170825 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -20928384.000000 Penalty: 5977.627441
	Iteration 29Q: 3 clusters Score -2.092838e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170832 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -20928388.000000 Penalty: 5977.627441
	Iteration 30Q: 3 clusters Score -2.092839e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170835 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -20928396.000000 Penalty: 5977.627441
	Iteration 31Q: 3 clusters Score -2.09284e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170842 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -20928400.000000 Penalty: 5977.627441
	Iteration 32Q: 3 clusters Score -2.09284e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170848 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -20928416.000000 Penalty: 5977.627441
	Iteration 33Q: 3 clusters Score -2.092842e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170851 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -20928424.000000 Penalty: 5977.627441
	Iteration 34Q: 3 clusters Score -2.092842e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170857 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -20928422.000000 Penalty: 5977.627441
	Iteration 35Q: 3 clusters Score -2.092842e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170863 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -20928438.000000 Penalty: 5977.627441
	Iteration 36Q: 3 clusters Score -2.092844e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170867 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -20928434.000000 Penalty: 5977.627441
	Iteration 37Q: 3 clusters Score -2.092843e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170871 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -20928442.000000 Penalty: 5977.627441
	Iteration 38Q: 3 clusters Score -2.092844e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170874 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -20928426.000000 Penalty: 5977.627441
	Iteration 39Q: 3 clusters Score -2.092843e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170875 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -20928434.000000 Penalty: 5977.627441
	Iteration 40F: 3 clusters Score -2.092843e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170876 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -20928430.000000 Penalty: 5977.627441
	Iteration 41Q: 3 clusters Score -2.092843e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170877 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -20928428.000000 Penalty: 5977.627441
	Iteration 42Q: 3 clusters Score -2.092843e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170877 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -20928428.000000 Penalty: 5977.627441
	Iteration 43F: 3 clusters Score -2.092843e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Entering Unmasked Estep 
Score: -61352.824219 Penalty: 1616.015869
	Iteration 0F: 2 clusters Score -61352.82 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 345 members 
Entering Unmasked Estep 
Score: -59873.585938 Penalty: 3232.031738
	Iteration 0F: 3 clusters Score -59873.59 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -60678.246094 Penalty: 3232.031738
	Iteration 1F: 3 clusters Score -60678.25 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -61305.980469 Penalty: 3232.031738
	Iteration 2F: 3 clusters Score -61305.98 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -61779.214844 Penalty: 3232.031738
	Iteration 3F: 3 clusters Score -61779.21 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -61959.371094 Penalty: 3232.031738
	Iteration 4Q: 3 clusters Score -61959.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -62025.164062 Penalty: 3232.031738
	Iteration 5Q: 3 clusters Score -62025.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -62074.167969 Penalty: 3232.031738
	Iteration 6Q: 3 clusters Score -62074.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -62185.199219 Penalty: 3232.031738
	Iteration 7Q: 3 clusters Score -62185.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -62306.371094 Penalty: 3232.031738
	Iteration 8Q: 3 clusters Score -62306.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -62331.804688 Penalty: 3232.031738
	Iteration 9Q: 3 clusters Score -62331.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -62335.390625 Penalty: 3232.031738
	Iteration 10Q: 3 clusters Score -62335.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -62335.390625 Penalty: 3232.031738
	Iteration 11F: 3 clusters Score -62335.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 171385 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 224362 members 
Mstep: Class 4 contains 30887 members 
Mstep: Class 5 contains 81529 members 
Mstep: Class 6 contains 31541 members 
Mstep: Class 7 contains 9025 members 
Mstep: Class 8 contains 5894 members 
Mstep: Class 9 contains 55557 members 
Mstep: Class 10 contains 26717 members 
Mstep: Class 11 contains 14153 members 
Mstep: Class 12 contains 14899 members 
Mstep: Class 13 contains 236302 members 
Mstep: Class 14 contains 12642 members 
Mstep: Class 15 contains 158332 members 
Mstep: Class 16 contains 14561 members 
Mstep: Class 17 contains 10195 members 
Mstep: Class 18 contains 7979 members 
Mstep: Class 19 contains 8879 members 
Mstep: Class 20 contains 8571 members 
Mstep: Class 21 contains 4601 members 
Mstep: Class 22 contains 320742 members 
Mstep: Class 23 contains 5554 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 83807 members 
Mstep: Class 26 contains 823 members 
Mstep: Class 27 contains 83689 members 
Mstep: Class 28 contains 65794 members 
Mstep: Class 29 contains 4825 members 
Mstep: Class 30 contains 9136 members 
Mstep: Class 31 contains 6937 members 
Mstep: Class 32 contains 10486 members 
Mstep: Class 33 contains 41004 members 
Mstep: Class 34 contains 11992 members 
Mstep: Class 35 contains 2910 members 
Mstep: Class 36 contains 1429 members 
Mstep: Class 37 contains 8241 members 
Mstep: Class 38 contains 203436 members 
Mstep: Class 39 contains 447 members 
Entering Unmasked Estep 
Score: -235455232.000000 Penalty: 140280.062500
Splitting cluster 2 changes total score from -235456144.000000 to -235455232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (224362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224362 members 
Entering Unmasked Estep 
Score: -27412862.000000 Penalty: 3055.612061
	Iteration 0F: 2 clusters Score -2.741286e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112169 members 
Mstep: Class 2 contains 112193 members 
Entering Unmasked Estep 
Score: -27266070.000000 Penalty: 6111.224121
	Iteration 0F: 3 clusters Score -2.726607e+07 nChanged 108261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111658 members 
Mstep: Class 2 contains 112704 members 
Entering Unmasked Estep 
Score: -27329860.000000 Penalty: 6111.224121
	Iteration 1F: 3 clusters Score -2.732986e+07 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111146 members 
Mstep: Class 2 contains 113216 members 
Entering Unmasked Estep 
Score: -27331130.000000 Penalty: 6111.224121
	Iteration 2Q: 3 clusters Score -2.733113e+07 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110062 members 
Mstep: Class 2 contains 114300 members 
Entering Unmasked Estep 
Score: -27332568.000000 Penalty: 6111.224121
	Iteration 3Q: 3 clusters Score -2.733257e+07 nChanged 7490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108128 members 
Mstep: Class 2 contains 116234 members 
Entering Unmasked Estep 
Score: -27335122.000000 Penalty: 6111.224121
	Iteration 4Q: 3 clusters Score -2.733512e+07 nChanged 9809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104747 members 
Mstep: Class 2 contains 119615 members 
Entering Unmasked Estep 
Score: -27339856.000000 Penalty: 6111.224121
	Iteration 5Q: 3 clusters Score -2.733986e+07 nChanged 13355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99066 members 
Mstep: Class 2 contains 125296 members 
Entering Unmasked Estep 
Score: -27348044.000000 Penalty: 6111.224121
	Iteration 6F: 3 clusters Score -2.734804e+07 nChanged 16796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90732 members 
Mstep: Class 2 contains 133630 members 
Entering Unmasked Estep 
Score: -27359584.000000 Penalty: 6111.224121
	Iteration 7F: 3 clusters Score -2.735958e+07 nChanged 18042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80714 members 
Mstep: Class 2 contains 143648 members 
Entering Unmasked Estep 
Score: -27372218.000000 Penalty: 6111.224121
	Iteration 8F: 3 clusters Score -2.737222e+07 nChanged 16181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70891 members 
Mstep: Class 2 contains 153471 members 
Entering Unmasked Estep 
Score: -27383564.000000 Penalty: 6111.224121
	Iteration 9F: 3 clusters Score -2.738356e+07 nChanged 12888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62401 members 
Mstep: Class 2 contains 161961 members 
Entering Unmasked Estep 
Score: -27393252.000000 Penalty: 6111.224121
	Iteration 10F: 3 clusters Score -2.739325e+07 nChanged 9861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55388 members 
Mstep: Class 2 contains 168974 members 
Entering Unmasked Estep 
Score: -27401552.000000 Penalty: 6111.224121
	Iteration 11Q: 3 clusters Score -2.740155e+07 nChanged 7398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50022 members 
Mstep: Class 2 contains 174340 members 
Entering Unmasked Estep 
Score: -27407474.000000 Penalty: 6111.224121
	Iteration 12Q: 3 clusters Score -2.740747e+07 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45852 members 
Mstep: Class 2 contains 178510 members 
Entering Unmasked Estep 
Score: -27410620.000000 Penalty: 6111.224121
	Iteration 13Q: 3 clusters Score -2.741062e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42491 members 
Mstep: Class 2 contains 181871 members 
Entering Unmasked Estep 
Score: -27412452.000000 Penalty: 6111.224121
	Iteration 14Q: 3 clusters Score -2.741245e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39715 members 
Mstep: Class 2 contains 184647 members 
Entering Unmasked Estep 
Score: -27413612.000000 Penalty: 6111.224121
	Iteration 15Q: 3 clusters Score -2.741361e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37318 members 
Mstep: Class 2 contains 187044 members 
Entering Unmasked Estep 
Score: -27414436.000000 Penalty: 6111.224121
	Iteration 16Q: 3 clusters Score -2.741444e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35290 members 
Mstep: Class 2 contains 189072 members 
Entering Unmasked Estep 
Score: -27414854.000000 Penalty: 6111.224121
	Iteration 17Q: 3 clusters Score -2.741485e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33501 members 
Mstep: Class 2 contains 190861 members 
Entering Unmasked Estep 
Score: -27415142.000000 Penalty: 6111.224121
	Iteration 18Q: 3 clusters Score -2.741514e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 192436 members 
Entering Unmasked Estep 
Score: -27415268.000000 Penalty: 6111.224121
	Iteration 19Q: 3 clusters Score -2.741527e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30559 members 
Mstep: Class 2 contains 193803 members 
Entering Unmasked Estep 
Score: -27415398.000000 Penalty: 6111.224121
	Iteration 20F: 3 clusters Score -2.74154e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 195020 members 
Entering Unmasked Estep 
Score: -27415508.000000 Penalty: 6111.224121
	Iteration 21Q: 3 clusters Score -2.741551e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 196080 members 
Entering Unmasked Estep 
Score: -27415462.000000 Penalty: 6111.224121
	Iteration 22Q: 3 clusters Score -2.741546e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 197059 members 
Entering Unmasked Estep 
Score: -27415626.000000 Penalty: 6111.224121
	Iteration 23Q: 3 clusters Score -2.741563e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 197925 members 
Entering Unmasked Estep 
Score: -27415712.000000 Penalty: 6111.224121
	Iteration 24Q: 3 clusters Score -2.741571e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 198768 members 
Entering Unmasked Estep 
Score: -27415888.000000 Penalty: 6111.224121
	Iteration 25Q: 3 clusters Score -2.741589e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 199564 members 
Entering Unmasked Estep 
Score: -27415796.000000 Penalty: 6111.224121
	Iteration 26Q: 3 clusters Score -2.74158e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 200353 members 
Entering Unmasked Estep 
Score: -27415824.000000 Penalty: 6111.224121
	Iteration 27Q: 3 clusters Score -2.741582e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 201132 members 
Entering Unmasked Estep 
Score: -27415814.000000 Penalty: 6111.224121
	Iteration 28Q: 3 clusters Score -2.741581e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 201832 members 
Entering Unmasked Estep 
Score: -27415750.000000 Penalty: 6111.224121
	Iteration 29Q: 3 clusters Score -2.741575e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 202490 members 
Entering Unmasked Estep 
Score: -27415690.000000 Penalty: 6111.224121
	Iteration 30Q: 3 clusters Score -2.741569e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 203105 members 
Entering Unmasked Estep 
Score: -27415666.000000 Penalty: 6111.224121
	Iteration 31Q: 3 clusters Score -2.741567e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 203675 members 
Entering Unmasked Estep 
Score: -27415712.000000 Penalty: 6111.224121
	Iteration 32Q: 3 clusters Score -2.741571e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 204206 members 
Entering Unmasked Estep 
Score: -27415656.000000 Penalty: 6111.224121
	Iteration 33Q: 3 clusters Score -2.741566e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 204702 members 
Entering Unmasked Estep 
Score: -27415690.000000 Penalty: 6111.224121
	Iteration 34Q: 3 clusters Score -2.741569e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 205152 members 
Entering Unmasked Estep 
Score: -27415618.000000 Penalty: 6111.224121
	Iteration 35Q: 3 clusters Score -2.741562e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 205568 members 
Entering Unmasked Estep 
Score: -27415612.000000 Penalty: 6111.224121
	Iteration 36Q: 3 clusters Score -2.741561e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 205950 members 
Entering Unmasked Estep 
Score: -27415602.000000 Penalty: 6111.224121
	Iteration 37Q: 3 clusters Score -2.74156e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 206300 members 
Entering Unmasked Estep 
Score: -27415634.000000 Penalty: 6111.224121
	Iteration 38Q: 3 clusters Score -2.741563e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 206622 members 
Entering Unmasked Estep 
Score: -27415656.000000 Penalty: 6111.224121
	Iteration 39Q: 3 clusters Score -2.741566e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 206906 members 
Entering Unmasked Estep 
Score: -27415670.000000 Penalty: 6111.224121
	Iteration 40F: 3 clusters Score -2.741567e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 207188 members 
Entering Unmasked Estep 
Score: -27415628.000000 Penalty: 6111.224121
	Iteration 41Q: 3 clusters Score -2.741563e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 207448 members 
Entering Unmasked Estep 
Score: -27415668.000000 Penalty: 6111.224121
	Iteration 42Q: 3 clusters Score -2.741567e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 207704 members 
Entering Unmasked Estep 
Score: -27415664.000000 Penalty: 6111.224121
	Iteration 43Q: 3 clusters Score -2.741566e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 207986 members 
Entering Unmasked Estep 
Score: -27415622.000000 Penalty: 6111.224121
	Iteration 44Q: 3 clusters Score -2.741562e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 208265 members 
Entering Unmasked Estep 
Score: -27415566.000000 Penalty: 6111.224121
	Iteration 45Q: 3 clusters Score -2.741557e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 208544 members 
Entering Unmasked Estep 
Score: -27415522.000000 Penalty: 6111.224121
	Iteration 46Q: 3 clusters Score -2.741552e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 208811 members 
Entering Unmasked Estep 
Score: -27415598.000000 Penalty: 6111.224121
	Iteration 47Q: 3 clusters Score -2.74156e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 209038 members 
Entering Unmasked Estep 
Score: -27415582.000000 Penalty: 6111.224121
	Iteration 48Q: 3 clusters Score -2.741558e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 209250 members 
Entering Unmasked Estep 
Score: -27415568.000000 Penalty: 6111.224121
	Iteration 49Q: 3 clusters Score -2.741557e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 209447 members 
Entering Unmasked Estep 
Score: -27415584.000000 Penalty: 6111.224121
	Iteration 50Q: 3 clusters Score -2.741558e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 209618 members 
Entering Unmasked Estep 
Score: -27415622.000000 Penalty: 6111.224121
	Iteration 51Q: 3 clusters Score -2.741562e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 209772 members 
Entering Unmasked Estep 
Score: -27415620.000000 Penalty: 6111.224121
	Iteration 52Q: 3 clusters Score -2.741562e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 209901 members 
Entering Unmasked Estep 
Score: -27415598.000000 Penalty: 6111.224121
	Iteration 53Q: 3 clusters Score -2.74156e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 210022 members 
Entering Unmasked Estep 
Score: -27415594.000000 Penalty: 6111.224121
	Iteration 54Q: 3 clusters Score -2.741559e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 210138 members 
Entering Unmasked Estep 
Score: -27415604.000000 Penalty: 6111.224121
	Iteration 55Q: 3 clusters Score -2.74156e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 210237 members 
Entering Unmasked Estep 
Score: -27415616.000000 Penalty: 6111.224121
	Iteration 56Q: 3 clusters Score -2.741562e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 210339 members 
Entering Unmasked Estep 
Score: -27415556.000000 Penalty: 6111.224121
	Iteration 57Q: 3 clusters Score -2.741556e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 210457 members 
Entering Unmasked Estep 
Score: -27415492.000000 Penalty: 6111.224121
	Iteration 58Q: 3 clusters Score -2.741549e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 210567 members 
Entering Unmasked Estep 
Score: -27415530.000000 Penalty: 6111.224121
	Iteration 59Q: 3 clusters Score -2.741553e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 210669 members 
Entering Unmasked Estep 
Score: -27415472.000000 Penalty: 6111.224121
	Iteration 60F: 3 clusters Score -2.741547e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 210767 members 
Entering Unmasked Estep 
Score: -27415504.000000 Penalty: 6111.224121
	Iteration 61Q: 3 clusters Score -2.74155e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 210854 members 
Entering Unmasked Estep 
Score: -27415504.000000 Penalty: 6111.224121
	Iteration 62Q: 3 clusters Score -2.74155e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 210937 members 
Entering Unmasked Estep 
Score: -27415512.000000 Penalty: 6111.224121
	Iteration 63Q: 3 clusters Score -2.741551e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 211021 members 
Entering Unmasked Estep 
Score: -27415504.000000 Penalty: 6111.224121
	Iteration 64Q: 3 clusters Score -2.74155e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 211115 members 
Entering Unmasked Estep 
Score: -27415518.000000 Penalty: 6111.224121
	Iteration 65Q: 3 clusters Score -2.741552e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 211220 members 
Entering Unmasked Estep 
Score: -27415504.000000 Penalty: 6111.224121
	Iteration 66Q: 3 clusters Score -2.74155e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 211313 members 
Entering Unmasked Estep 
Score: -27415510.000000 Penalty: 6111.224121
	Iteration 67Q: 3 clusters Score -2.741551e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 211390 members 
Entering Unmasked Estep 
Score: -27415500.000000 Penalty: 6111.224121
	Iteration 68Q: 3 clusters Score -2.74155e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 211472 members 
Entering Unmasked Estep 
Score: -27415508.000000 Penalty: 6111.224121
	Iteration 69Q: 3 clusters Score -2.741551e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 211542 members 
Entering Unmasked Estep 
Score: -27415474.000000 Penalty: 6111.224121
	Iteration 70Q: 3 clusters Score -2.741547e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 211600 members 
Entering Unmasked Estep 
Score: -27415454.000000 Penalty: 6111.224121
	Iteration 71Q: 3 clusters Score -2.741545e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 211659 members 
Entering Unmasked Estep 
Score: -27415430.000000 Penalty: 6111.224121
	Iteration 72Q: 3 clusters Score -2.741543e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 211711 members 
Entering Unmasked Estep 
Score: -27415426.000000 Penalty: 6111.224121
	Iteration 73Q: 3 clusters Score -2.741543e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 211755 members 
Entering Unmasked Estep 
Score: -27415426.000000 Penalty: 6111.224121
	Iteration 74Q: 3 clusters Score -2.741543e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 211804 members 
Entering Unmasked Estep 
Score: -27415458.000000 Penalty: 6111.224121
	Iteration 75Q: 3 clusters Score -2.741546e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 211828 members 
Entering Unmasked Estep 
Score: -27415494.000000 Penalty: 6111.224121
	Iteration 76Q: 3 clusters Score -2.741549e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 211847 members 
Entering Unmasked Estep 
Score: -27415482.000000 Penalty: 6111.224121
	Iteration 77Q: 3 clusters Score -2.741548e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 211879 members 
Entering Unmasked Estep 
Score: -27415474.000000 Penalty: 6111.224121
	Iteration 78Q: 3 clusters Score -2.741547e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 211916 members 
Entering Unmasked Estep 
Score: -27415470.000000 Penalty: 6111.224121
	Iteration 79Q: 3 clusters Score -2.741547e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 211954 members 
Entering Unmasked Estep 
Score: -27415468.000000 Penalty: 6111.224121
	Iteration 80F: 3 clusters Score -2.741547e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 211997 members 
Entering Unmasked Estep 
Score: -27415458.000000 Penalty: 6111.224121
	Iteration 81Q: 3 clusters Score -2.741546e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 212048 members 
Entering Unmasked Estep 
Score: -27415468.000000 Penalty: 6111.224121
	Iteration 82Q: 3 clusters Score -2.741547e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 212102 members 
Entering Unmasked Estep 
Score: -27415458.000000 Penalty: 6111.224121
	Iteration 83Q: 3 clusters Score -2.741546e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 212159 members 
Entering Unmasked Estep 
Score: -27415460.000000 Penalty: 6111.224121
	Iteration 84Q: 3 clusters Score -2.741546e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 212203 members 
Entering Unmasked Estep 
Score: -27415442.000000 Penalty: 6111.224121
	Iteration 85Q: 3 clusters Score -2.741544e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 212256 members 
Entering Unmasked Estep 
Score: -27415424.000000 Penalty: 6111.224121
	Iteration 86Q: 3 clusters Score -2.741542e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 212311 members 
Entering Unmasked Estep 
Score: -27415416.000000 Penalty: 6111.224121
	Iteration 87Q: 3 clusters Score -2.741542e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 212369 members 
Entering Unmasked Estep 
Score: -27415364.000000 Penalty: 6111.224121
	Iteration 88Q: 3 clusters Score -2.741536e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 212426 members 
Entering Unmasked Estep 
Score: -27415366.000000 Penalty: 6111.224121
	Iteration 89Q: 3 clusters Score -2.741537e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 212472 members 
Entering Unmasked Estep 
Score: -27415380.000000 Penalty: 6111.224121
	Iteration 90Q: 3 clusters Score -2.741538e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 212506 members 
Entering Unmasked Estep 
Score: -27415376.000000 Penalty: 6111.224121
	Iteration 91Q: 3 clusters Score -2.741538e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 212528 members 
Entering Unmasked Estep 
Score: -27415374.000000 Penalty: 6111.224121
	Iteration 92Q: 3 clusters Score -2.741537e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 212544 members 
Entering Unmasked Estep 
Score: -27415370.000000 Penalty: 6111.224121
	Iteration 93Q: 3 clusters Score -2.741537e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 212558 members 
Entering Unmasked Estep 
Score: -27415376.000000 Penalty: 6111.224121
	Iteration 94Q: 3 clusters Score -2.741538e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 212572 members 
Entering Unmasked Estep 
Score: -27415386.000000 Penalty: 6111.224121
	Iteration 95Q: 3 clusters Score -2.741539e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 212586 members 
Entering Unmasked Estep 
Score: -27415396.000000 Penalty: 6111.224121
	Iteration 96Q: 3 clusters Score -2.74154e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 212597 members 
Entering Unmasked Estep 
Score: -27415396.000000 Penalty: 6111.224121
	Iteration 97Q: 3 clusters Score -2.74154e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 212607 members 
Entering Unmasked Estep 
Score: -27415394.000000 Penalty: 6111.224121
	Iteration 98Q: 3 clusters Score -2.741539e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 212613 members 
Entering Unmasked Estep 
Score: -27415376.000000 Penalty: 6111.224121
	Iteration 99Q: 3 clusters Score -2.741538e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 212619 members 
Entering Unmasked Estep 
Score: -27415388.000000 Penalty: 6111.224121
	Iteration 100F: 3 clusters Score -2.741539e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 212625 members 
Entering Unmasked Estep 
Score: -27415382.000000 Penalty: 6111.224121
	Iteration 101Q: 3 clusters Score -2.741538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 212628 members 
Entering Unmasked Estep 
Score: -27415370.000000 Penalty: 6111.224121
	Iteration 102Q: 3 clusters Score -2.741537e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 212633 members 
Entering Unmasked Estep 
Score: -27415372.000000 Penalty: 6111.224121
	Iteration 103Q: 3 clusters Score -2.741537e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 212637 members 
Entering Unmasked Estep 
Score: -27415368.000000 Penalty: 6111.224121
	Iteration 104Q: 3 clusters Score -2.741537e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 212638 members 
Entering Unmasked Estep 
Score: -27415372.000000 Penalty: 6111.224121
	Iteration 105Q: 3 clusters Score -2.741537e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 212639 members 
Entering Unmasked Estep 
Score: -27415376.000000 Penalty: 6111.224121
	Iteration 106Q: 3 clusters Score -2.741538e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 212639 members 
Entering Unmasked Estep 
Score: -27415376.000000 Penalty: 6111.224121
	Iteration 107F: 3 clusters Score -2.741538e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 171385 members 
Mstep: Class 2 contains 676 members 
Mstep: Class 3 contains 11723 members 
Mstep: Class 4 contains 30887 members 
Mstep: Class 5 contains 81529 members 
Mstep: Class 6 contains 31541 members 
Mstep: Class 7 contains 9025 members 
Mstep: Class 8 contains 5894 members 
Mstep: Class 9 contains 55557 members 
Mstep: Class 10 contains 26717 members 
Mstep: Class 11 contains 14153 members 
Mstep: Class 12 contains 14899 members 
Mstep: Class 13 contains 236302 members 
Mstep: Class 14 contains 12642 members 
Mstep: Class 15 contains 158332 members 
Mstep: Class 16 contains 14561 members 
Mstep: Class 17 contains 10195 members 
Mstep: Class 18 contains 7979 members 
Mstep: Class 19 contains 8879 members 
Mstep: Class 20 contains 8571 members 
Mstep: Class 21 contains 4601 members 
Mstep: Class 22 contains 320742 members 
Mstep: Class 23 contains 5554 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 83807 members 
Mstep: Class 26 contains 823 members 
Mstep: Class 27 contains 83689 members 
Mstep: Class 28 contains 65794 members 
Mstep: Class 29 contains 4825 members 
Mstep: Class 30 contains 9136 members 
Mstep: Class 31 contains 6937 members 
Mstep: Class 32 contains 10486 members 
Mstep: Class 33 contains 41004 members 
Mstep: Class 34 contains 11992 members 
Mstep: Class 35 contains 2910 members 
Mstep: Class 36 contains 1429 members 
Mstep: Class 37 contains 8241 members 
Mstep: Class 38 contains 203436 members 
Mstep: Class 39 contains 212639 members 
Entering Unmasked Estep 
Score: -235460464.000000 Penalty: 140280.062500
Splitting cluster 3 changes total score from -235456144.000000 to -235460464.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 4 (30887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30887 members 
Entering Unmasked Estep 
Score: -3578418.500000 Penalty: 2563.846436
	Iteration 0F: 2 clusters Score -3578418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -3557284.500000 Penalty: 5127.692871
	Iteration 0F: 3 clusters Score -3557284 nChanged 13911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -3565393.000000 Penalty: 5127.692871
	Iteration 1F: 3 clusters Score -3565393 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -3566801.000000 Penalty: 5127.692871
	Iteration 2F: 3 clusters Score -3566801 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -3568796.250000 Penalty: 5127.692871
	Iteration 3F: 3 clusters Score -3568796 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -3571284.250000 Penalty: 5127.692871
	Iteration 4F: 3 clusters Score -3571284 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -3573738.000000 Penalty: 5127.692871
	Iteration 5F: 3 clusters Score -3573738 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -3575362.500000 Penalty: 5127.692871
	Iteration 6F: 3 clusters Score -3575362 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -3576277.750000 Penalty: 5127.692871
	Iteration 7Q: 3 clusters Score -3576278 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -3576744.750000 Penalty: 5127.692871
	Iteration 8Q: 3 clusters Score -3576745 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -3576968.500000 Penalty: 5127.692871
	Iteration 9Q: 3 clusters Score -3576968 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -3577086.000000 Penalty: 5127.692871
	Iteration 10Q: 3 clusters Score -3577086 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -3577143.000000 Penalty: 5127.692871
	Iteration 11Q: 3 clusters Score -3577143 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -3577189.500000 Penalty: 5127.692871
	Iteration 12Q: 3 clusters Score -3577190 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -3577204.500000 Penalty: 5127.692871
	Iteration 13Q: 3 clusters Score -3577204 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -3577234.000000 Penalty: 5127.692871
	Iteration 14Q: 3 clusters Score -3577234 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -3577238.250000 Penalty: 5127.692871
	Iteration 15Q: 3 clusters Score -3577238 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -3577242.750000 Penalty: 5127.692871
	Iteration 16Q: 3 clusters Score -3577243 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -3577240.250000 Penalty: 5127.692871
	Iteration 17Q: 3 clusters Score -3577240 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -3577255.750000 Penalty: 5127.692871
	Iteration 18Q: 3 clusters Score -3577256 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -3577269.000000 Penalty: 5127.692871
	Iteration 19Q: 3 clusters Score -3577269 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -3577270.750000 Penalty: 5127.692871
	Iteration 20F: 3 clusters Score -3577271 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -3577273.250000 Penalty: 5127.692871
	Iteration 21Q: 3 clusters Score -3577273 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -3577277.000000 Penalty: 5127.692871
	Iteration 22Q: 3 clusters Score -3577277 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -3577288.500000 Penalty: 5127.692871
	Iteration 23Q: 3 clusters Score -3577288 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -3577299.250000 Penalty: 5127.692871
	Iteration 24Q: 3 clusters Score -3577299 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -3577299.250000 Penalty: 5127.692871
	Iteration 25Q: 3 clusters Score -3577299 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -3577303.250000 Penalty: 5127.692871
	Iteration 26Q: 3 clusters Score -3577303 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -3577307.500000 Penalty: 5127.692871
	Iteration 27Q: 3 clusters Score -3577308 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -3577303.750000 Penalty: 5127.692871
	Iteration 28Q: 3 clusters Score -3577304 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -3577308.000000 Penalty: 5127.692871
	Iteration 29Q: 3 clusters Score -3577308 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -3577305.500000 Penalty: 5127.692871
	Iteration 30Q: 3 clusters Score -3577306 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -3577312.750000 Penalty: 5127.692871
	Iteration 31Q: 3 clusters Score -3577313 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -3577310.500000 Penalty: 5127.692871
	Iteration 32Q: 3 clusters Score -3577310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -3577313.250000 Penalty: 5127.692871
	Iteration 33Q: 3 clusters Score -3577313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -3577318.500000 Penalty: 5127.692871
	Iteration 34Q: 3 clusters Score -3577318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -3577319.000000 Penalty: 5127.692871
	Iteration 35Q: 3 clusters Score -3577319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -3577324.000000 Penalty: 5127.692871
	Iteration 36Q: 3 clusters Score -3577324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -3577316.000000 Penalty: 5127.692871
	Iteration 37Q: 3 clusters Score -3577316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -3577319.500000 Penalty: 5127.692871
	Iteration 38Q: 3 clusters Score -3577320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -3577318.500000 Penalty: 5127.692871
	Iteration 39Q: 3 clusters Score -3577318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -3577320.250000 Penalty: 5127.692871
	Iteration 40F: 3 clusters Score -3577320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -3577319.750000 Penalty: 5127.692871
	Iteration 41Q: 3 clusters Score -3577320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -3577319.000000 Penalty: 5127.692871
	Iteration 42Q: 3 clusters Score -3577319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -3577316.000000 Penalty: 5127.692871
	Iteration 43Q: 3 clusters Score -3577316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -3577315.250000 Penalty: 5127.692871
	Iteration 44Q: 3 clusters Score -3577315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -3577315.250000 Penalty: 5127.692871
	Iteration 45Q: 3 clusters Score -3577315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -3577315.250000 Penalty: 5127.692871
	Iteration 46Q: 3 clusters Score -3577315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -3577314.000000 Penalty: 5127.692871
	Iteration 47Q: 3 clusters Score -3577314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -3577313.750000 Penalty: 5127.692871
	Iteration 48Q: 3 clusters Score -3577314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -3577313.750000 Penalty: 5127.692871
	Iteration 49Q: 3 clusters Score -3577314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -3577313.750000 Penalty: 5127.692871
	Iteration 50F: 3 clusters Score -3577314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (81529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81529 members 
Entering Unmasked Estep 
Score: -9955372.000000 Penalty: 2804.561035
	Iteration 0F: 2 clusters Score -9955372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 40729 members 
Entering Unmasked Estep 
Score: -9900705.000000 Penalty: 5609.122070
	Iteration 0F: 3 clusters Score -9900705 nChanged 38433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42105 members 
Mstep: Class 2 contains 39424 members 
Entering Unmasked Estep 
Score: -9922798.000000 Penalty: 5609.122070
	Iteration 1F: 3 clusters Score -9922798 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42991 members 
Mstep: Class 2 contains 38538 members 
Entering Unmasked Estep 
Score: -9923670.000000 Penalty: 5609.122070
	Iteration 2Q: 3 clusters Score -9923670 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44335 members 
Mstep: Class 2 contains 37194 members 
Entering Unmasked Estep 
Score: -9924655.000000 Penalty: 5609.122070
	Iteration 3Q: 3 clusters Score -9924655 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46310 members 
Mstep: Class 2 contains 35219 members 
Entering Unmasked Estep 
Score: -9926176.000000 Penalty: 5609.122070
	Iteration 4Q: 3 clusters Score -9926176 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49122 members 
Mstep: Class 2 contains 32407 members 
Entering Unmasked Estep 
Score: -9928180.000000 Penalty: 5609.122070
	Iteration 5F: 3 clusters Score -9928180 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52711 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -9930830.000000 Penalty: 5609.122070
	Iteration 6F: 3 clusters Score -9930830 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56979 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -9934098.000000 Penalty: 5609.122070
	Iteration 7F: 3 clusters Score -9934098 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61582 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -9937899.000000 Penalty: 5609.122070
	Iteration 8F: 3 clusters Score -9937899 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66022 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -9941507.000000 Penalty: 5609.122070
	Iteration 9F: 3 clusters Score -9941507 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69713 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -9944842.000000 Penalty: 5609.122070
	Iteration 10Q: 3 clusters Score -9944842 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72418 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -9947442.000000 Penalty: 5609.122070
	Iteration 11Q: 3 clusters Score -9947442 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74123 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -9949132.000000 Penalty: 5609.122070
	Iteration 12Q: 3 clusters Score -9949132 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75175 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -9950169.000000 Penalty: 5609.122070
	Iteration 13Q: 3 clusters Score -9950169 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75934 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -9950807.000000 Penalty: 5609.122070
	Iteration 14Q: 3 clusters Score -9950807 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76516 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -9951184.000000 Penalty: 5609.122070
	Iteration 15Q: 3 clusters Score -9951184 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77009 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -9951492.000000 Penalty: 5609.122070
	Iteration 16Q: 3 clusters Score -9951492 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77417 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -9951717.000000 Penalty: 5609.122070
	Iteration 17Q: 3 clusters Score -9951717 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77767 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -9951869.000000 Penalty: 5609.122070
	Iteration 18Q: 3 clusters Score -9951869 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78061 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -9952018.000000 Penalty: 5609.122070
	Iteration 19Q: 3 clusters Score -9952018 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78310 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -9952092.000000 Penalty: 5609.122070
	Iteration 20F: 3 clusters Score -9952092 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78531 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -9952178.000000 Penalty: 5609.122070
	Iteration 21Q: 3 clusters Score -9952178 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78736 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -9952277.000000 Penalty: 5609.122070
	Iteration 22Q: 3 clusters Score -9952277 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78932 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -9952385.000000 Penalty: 5609.122070
	Iteration 23Q: 3 clusters Score -9952385 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79084 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -9952459.000000 Penalty: 5609.122070
	Iteration 24Q: 3 clusters Score -9952459 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79218 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -9952506.000000 Penalty: 5609.122070
	Iteration 25Q: 3 clusters Score -9952506 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79345 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -9952550.000000 Penalty: 5609.122070
	Iteration 26Q: 3 clusters Score -9952550 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79469 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -9952600.000000 Penalty: 5609.122070
	Iteration 27Q: 3 clusters Score -9952600 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79569 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -9952655.000000 Penalty: 5609.122070
	Iteration 28Q: 3 clusters Score -9952655 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79656 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -9952674.000000 Penalty: 5609.122070
	Iteration 29Q: 3 clusters Score -9952674 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79735 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -9952695.000000 Penalty: 5609.122070
	Iteration 30Q: 3 clusters Score -9952695 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79806 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -9952740.000000 Penalty: 5609.122070
	Iteration 31Q: 3 clusters Score -9952740 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79866 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -9952768.000000 Penalty: 5609.122070
	Iteration 32Q: 3 clusters Score -9952768 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79915 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -9952780.000000 Penalty: 5609.122070
	Iteration 33Q: 3 clusters Score -9952780 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79955 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -9952813.000000 Penalty: 5609.122070
	Iteration 34Q: 3 clusters Score -9952813 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79999 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -9952811.000000 Penalty: 5609.122070
	Iteration 35Q: 3 clusters Score -9952811 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80039 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -9952816.000000 Penalty: 5609.122070
	Iteration 36Q: 3 clusters Score -9952816 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80077 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -9952841.000000 Penalty: 5609.122070
	Iteration 37Q: 3 clusters Score -9952841 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80108 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -9952842.000000 Penalty: 5609.122070
	Iteration 38Q: 3 clusters Score -9952842 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80129 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -9952853.000000 Penalty: 5609.122070
	Iteration 39Q: 3 clusters Score -9952853 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80147 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -9952836.000000 Penalty: 5609.122070
	Iteration 40F: 3 clusters Score -9952836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80167 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -9952842.000000 Penalty: 5609.122070
	Iteration 41Q: 3 clusters Score -9952842 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80193 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -9952869.000000 Penalty: 5609.122070
	Iteration 42Q: 3 clusters Score -9952869 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80212 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -9952871.000000 Penalty: 5609.122070
	Iteration 43Q: 3 clusters Score -9952871 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80227 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -9952882.000000 Penalty: 5609.122070
	Iteration 44Q: 3 clusters Score -9952882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80241 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -9952879.000000 Penalty: 5609.122070
	Iteration 45Q: 3 clusters Score -9952879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80252 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -9952888.000000 Penalty: 5609.122070
	Iteration 46Q: 3 clusters Score -9952888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80259 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -9952886.000000 Penalty: 5609.122070
	Iteration 47Q: 3 clusters Score -9952886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80268 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -9952897.000000 Penalty: 5609.122070
	Iteration 48Q: 3 clusters Score -9952897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80272 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -9952896.000000 Penalty: 5609.122070
	Iteration 49Q: 3 clusters Score -9952896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80277 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -9952895.000000 Penalty: 5609.122070
	Iteration 50Q: 3 clusters Score -9952895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80280 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -9952895.000000 Penalty: 5609.122070
	Iteration 51Q: 3 clusters Score -9952895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80288 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -9952917.000000 Penalty: 5609.122070
	Iteration 52Q: 3 clusters Score -9952917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80291 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -9952920.000000 Penalty: 5609.122070
	Iteration 53Q: 3 clusters Score -9952920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80296 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -9952922.000000 Penalty: 5609.122070
	Iteration 54Q: 3 clusters Score -9952922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80300 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -9952916.000000 Penalty: 5609.122070
	Iteration 55Q: 3 clusters Score -9952916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80303 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -9952927.000000 Penalty: 5609.122070
	Iteration 56Q: 3 clusters Score -9952927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80306 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -9952927.000000 Penalty: 5609.122070
	Iteration 57Q: 3 clusters Score -9952927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80307 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -9952927.000000 Penalty: 5609.122070
	Iteration 58Q: 3 clusters Score -9952927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80307 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -9952927.000000 Penalty: 5609.122070
	Iteration 59F: 3 clusters Score -9952927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (31541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31541 members 
Entering Unmasked Estep 
Score: -3848691.500000 Penalty: 2569.042725
	Iteration 0F: 2 clusters Score -3848692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -3827095.000000 Penalty: 5138.085449
	Iteration 0F: 3 clusters Score -3827095 nChanged 14375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -3834836.250000 Penalty: 5138.085449
	Iteration 1F: 3 clusters Score -3834836 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -3835266.500000 Penalty: 5138.085449
	Iteration 2Q: 3 clusters Score -3835266 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -3835647.750000 Penalty: 5138.085449
	Iteration 3Q: 3 clusters Score -3835648 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -3835959.250000 Penalty: 5138.085449
	Iteration 4Q: 3 clusters Score -3835959 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -3836272.000000 Penalty: 5138.085449
	Iteration 5Q: 3 clusters Score -3836272 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -3836613.500000 Penalty: 5138.085449
	Iteration 6Q: 3 clusters Score -3836614 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -3837052.000000 Penalty: 5138.085449
	Iteration 7Q: 3 clusters Score -3837052 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -3837616.250000 Penalty: 5138.085449
	Iteration 8Q: 3 clusters Score -3837616 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -3838495.750000 Penalty: 5138.085449
	Iteration 9Q: 3 clusters Score -3838496 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -3839783.500000 Penalty: 5138.085449
	Iteration 10F: 3 clusters Score -3839784 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -3841355.500000 Penalty: 5138.085449
	Iteration 11F: 3 clusters Score -3841356 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -3842940.750000 Penalty: 5138.085449
	Iteration 12F: 3 clusters Score -3842941 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -3844237.500000 Penalty: 5138.085449
	Iteration 13F: 3 clusters Score -3844238 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -3845085.250000 Penalty: 5138.085449
	Iteration 14Q: 3 clusters Score -3845085 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -3845621.500000 Penalty: 5138.085449
	Iteration 15Q: 3 clusters Score -3845622 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -3845944.750000 Penalty: 5138.085449
	Iteration 16Q: 3 clusters Score -3845945 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -3846116.250000 Penalty: 5138.085449
	Iteration 17Q: 3 clusters Score -3846116 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 27702 members 
Entering Unmasked Estep 
Score: -3846223.500000 Penalty: 5138.085449
	Iteration 18Q: 3 clusters Score -3846224 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -3846295.000000 Penalty: 5138.085449
	Iteration 19Q: 3 clusters Score -3846295 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -3846362.000000 Penalty: 5138.085449
	Iteration 20F: 3 clusters Score -3846362 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -3846426.000000 Penalty: 5138.085449
	Iteration 21Q: 3 clusters Score -3846426 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -3846477.500000 Penalty: 5138.085449
	Iteration 22Q: 3 clusters Score -3846478 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -3846516.000000 Penalty: 5138.085449
	Iteration 23Q: 3 clusters Score -3846516 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -3846569.250000 Penalty: 5138.085449
	Iteration 24Q: 3 clusters Score -3846569 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -3846597.750000 Penalty: 5138.085449
	Iteration 25Q: 3 clusters Score -3846598 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 28798 members 
Entering Unmasked Estep 
Score: -3846618.250000 Penalty: 5138.085449
	Iteration 26Q: 3 clusters Score -3846618 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
Score: -3846629.750000 Penalty: 5138.085449
	Iteration 27Q: 3 clusters Score -3846630 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -3846645.000000 Penalty: 5138.085449
	Iteration 28Q: 3 clusters Score -3846645 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -3846655.750000 Penalty: 5138.085449
	Iteration 29Q: 3 clusters Score -3846656 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -3846663.250000 Penalty: 5138.085449
	Iteration 30Q: 3 clusters Score -3846663 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -3846676.000000 Penalty: 5138.085449
	Iteration 31Q: 3 clusters Score -3846676 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -3846680.500000 Penalty: 5138.085449
	Iteration 32Q: 3 clusters Score -3846680 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
Score: -3846691.500000 Penalty: 5138.085449
	Iteration 33Q: 3 clusters Score -3846692 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -3846703.500000 Penalty: 5138.085449
	Iteration 34Q: 3 clusters Score -3846704 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 29173 members 
Entering Unmasked Estep 
Score: -3846718.000000 Penalty: 5138.085449
	Iteration 35Q: 3 clusters Score -3846718 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 29217 members 
Entering Unmasked Estep 
Score: -3846725.250000 Penalty: 5138.085449
	Iteration 36Q: 3 clusters Score -3846725 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -3846746.250000 Penalty: 5138.085449
	Iteration 37Q: 3 clusters Score -3846746 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -3846749.250000 Penalty: 5138.085449
	Iteration 38Q: 3 clusters Score -3846749 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 29361 members 
Entering Unmasked Estep 
Score: -3846764.500000 Penalty: 5138.085449
	Iteration 39Q: 3 clusters Score -3846764 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 29406 members 
Entering Unmasked Estep 
Score: -3846784.250000 Penalty: 5138.085449
	Iteration 40F: 3 clusters Score -3846784 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 29440 members 
Entering Unmasked Estep 
Score: -3846802.500000 Penalty: 5138.085449
	Iteration 41Q: 3 clusters Score -3846802 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 29473 members 
Entering Unmasked Estep 
Score: -3846801.750000 Penalty: 5138.085449
	Iteration 42Q: 3 clusters Score -3846802 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -3846809.250000 Penalty: 5138.085449
	Iteration 43Q: 3 clusters Score -3846809 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 29517 members 
Entering Unmasked Estep 
Score: -3846816.000000 Penalty: 5138.085449
	Iteration 44Q: 3 clusters Score -3846816 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -3846820.500000 Penalty: 5138.085449
	Iteration 45Q: 3 clusters Score -3846820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 29548 members 
Entering Unmasked Estep 
Score: -3846824.250000 Penalty: 5138.085449
	Iteration 46Q: 3 clusters Score -3846824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 29556 members 
Entering Unmasked Estep 
Score: -3846819.000000 Penalty: 5138.085449
	Iteration 47Q: 3 clusters Score -3846819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 29563 members 
Entering Unmasked Estep 
Score: -3846830.750000 Penalty: 5138.085449
	Iteration 48Q: 3 clusters Score -3846831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 29571 members 
Entering Unmasked Estep 
Score: -3846828.500000 Penalty: 5138.085449
	Iteration 49Q: 3 clusters Score -3846828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 29572 members 
Entering Unmasked Estep 
Score: -3846823.000000 Penalty: 5138.085449
	Iteration 50Q: 3 clusters Score -3846823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
Score: -3846826.500000 Penalty: 5138.085449
	Iteration 51Q: 3 clusters Score -3846826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -3846831.250000 Penalty: 5138.085449
	Iteration 52Q: 3 clusters Score -3846831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 29583 members 
Entering Unmasked Estep 
Score: -3846831.250000 Penalty: 5138.085449
	Iteration 53Q: 3 clusters Score -3846831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -3846830.750000 Penalty: 5138.085449
	Iteration 54Q: 3 clusters Score -3846831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 29589 members 
Entering Unmasked Estep 
Score: -3846829.000000 Penalty: 5138.085449
	Iteration 55Q: 3 clusters Score -3846829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 29589 members 
Entering Unmasked Estep 
Score: -3846829.000000 Penalty: 5138.085449
	Iteration 56F: 3 clusters Score -3846829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Entering Unmasked Estep 
Score: -1065896.500000 Penalty: 2258.722900
	Iteration 0F: 2 clusters Score -1065896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1058842.000000 Penalty: 4517.445801
	Iteration 0F: 3 clusters Score -1058842 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1060956.250000 Penalty: 4517.445801
	Iteration 1F: 3 clusters Score -1060956 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1061400.625000 Penalty: 4517.445801
	Iteration 2F: 3 clusters Score -1061401 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1061757.000000 Penalty: 4517.445801
	Iteration 3F: 3 clusters Score -1061757 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1062056.625000 Penalty: 4517.445801
	Iteration 4F: 3 clusters Score -1062057 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1062289.875000 Penalty: 4517.445801
	Iteration 5Q: 3 clusters Score -1062290 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1062485.000000 Penalty: 4517.445801
	Iteration 6Q: 3 clusters Score -1062485 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1062675.000000 Penalty: 4517.445801
	Iteration 7Q: 3 clusters Score -1062675 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1062868.125000 Penalty: 4517.445801
	Iteration 8Q: 3 clusters Score -1062868 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1063011.750000 Penalty: 4517.445801
	Iteration 9Q: 3 clusters Score -1063012 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1063133.500000 Penalty: 4517.445801
	Iteration 10Q: 3 clusters Score -1063134 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1063231.000000 Penalty: 4517.445801
	Iteration 11Q: 3 clusters Score -1063231 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1063339.625000 Penalty: 4517.445801
	Iteration 12Q: 3 clusters Score -1063340 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1063454.250000 Penalty: 4517.445801
	Iteration 13Q: 3 clusters Score -1063454 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1063553.625000 Penalty: 4517.445801
	Iteration 14Q: 3 clusters Score -1063554 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1063630.125000 Penalty: 4517.445801
	Iteration 15Q: 3 clusters Score -1063630 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1063697.625000 Penalty: 4517.445801
	Iteration 16Q: 3 clusters Score -1063698 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1063774.250000 Penalty: 4517.445801
	Iteration 17Q: 3 clusters Score -1063774 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1063826.250000 Penalty: 4517.445801
	Iteration 18Q: 3 clusters Score -1063826 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1063877.750000 Penalty: 4517.445801
	Iteration 19Q: 3 clusters Score -1063878 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1063924.750000 Penalty: 4517.445801
	Iteration 20F: 3 clusters Score -1063925 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1063977.125000 Penalty: 4517.445801
	Iteration 21Q: 3 clusters Score -1063977 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1064027.750000 Penalty: 4517.445801
	Iteration 22Q: 3 clusters Score -1064028 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1064075.875000 Penalty: 4517.445801
	Iteration 23Q: 3 clusters Score -1064076 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1064127.500000 Penalty: 4517.445801
	Iteration 24Q: 3 clusters Score -1064128 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1064177.875000 Penalty: 4517.445801
	Iteration 25Q: 3 clusters Score -1064178 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1064220.750000 Penalty: 4517.445801
	Iteration 26Q: 3 clusters Score -1064221 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1064260.875000 Penalty: 4517.445801
	Iteration 27Q: 3 clusters Score -1064261 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1064298.125000 Penalty: 4517.445801
	Iteration 28Q: 3 clusters Score -1064298 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1064344.000000 Penalty: 4517.445801
	Iteration 29Q: 3 clusters Score -1064344 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1064387.375000 Penalty: 4517.445801
	Iteration 30Q: 3 clusters Score -1064387 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1064440.250000 Penalty: 4517.445801
	Iteration 31Q: 3 clusters Score -1064440 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1064468.250000 Penalty: 4517.445801
	Iteration 32Q: 3 clusters Score -1064468 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1064499.500000 Penalty: 4517.445801
	Iteration 33Q: 3 clusters Score -1064500 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1064522.500000 Penalty: 4517.445801
	Iteration 34Q: 3 clusters Score -1064522 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1064542.375000 Penalty: 4517.445801
	Iteration 35Q: 3 clusters Score -1064542 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1064559.500000 Penalty: 4517.445801
	Iteration 36Q: 3 clusters Score -1064560 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1064574.875000 Penalty: 4517.445801
	Iteration 37Q: 3 clusters Score -1064575 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1064588.875000 Penalty: 4517.445801
	Iteration 38Q: 3 clusters Score -1064589 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1064601.250000 Penalty: 4517.445801
	Iteration 39Q: 3 clusters Score -1064601 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1064609.875000 Penalty: 4517.445801
	Iteration 40F: 3 clusters Score -1064610 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1064625.375000 Penalty: 4517.445801
	Iteration 41Q: 3 clusters Score -1064625 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1064634.625000 Penalty: 4517.445801
	Iteration 42Q: 3 clusters Score -1064635 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1064637.875000 Penalty: 4517.445801
	Iteration 43Q: 3 clusters Score -1064638 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1064642.750000 Penalty: 4517.445801
	Iteration 44Q: 3 clusters Score -1064643 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1064652.250000 Penalty: 4517.445801
	Iteration 45Q: 3 clusters Score -1064652 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1064661.500000 Penalty: 4517.445801
	Iteration 46Q: 3 clusters Score -1064662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1064664.250000 Penalty: 4517.445801
	Iteration 47Q: 3 clusters Score -1064664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1064664.500000 Penalty: 4517.445801
	Iteration 48Q: 3 clusters Score -1064664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1064665.500000 Penalty: 4517.445801
	Iteration 49Q: 3 clusters Score -1064666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1064670.375000 Penalty: 4517.445801
	Iteration 50Q: 3 clusters Score -1064670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1064670.750000 Penalty: 4517.445801
	Iteration 51Q: 3 clusters Score -1064671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1064674.625000 Penalty: 4517.445801
	Iteration 52Q: 3 clusters Score -1064675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1064673.375000 Penalty: 4517.445801
	Iteration 53Q: 3 clusters Score -1064673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1064677.500000 Penalty: 4517.445801
	Iteration 54Q: 3 clusters Score -1064678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1064680.000000 Penalty: 4517.445801
	Iteration 55Q: 3 clusters Score -1064680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1064680.750000 Penalty: 4517.445801
	Iteration 56Q: 3 clusters Score -1064681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1064683.750000 Penalty: 4517.445801
	Iteration 57Q: 3 clusters Score -1064684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1064683.500000 Penalty: 4517.445801
	Iteration 58Q: 3 clusters Score -1064684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1064682.625000 Penalty: 4517.445801
	Iteration 59Q: 3 clusters Score -1064683 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1064689.000000 Penalty: 4517.445801
	Iteration 60F: 3 clusters Score -1064689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1064689.375000 Penalty: 4517.445801
	Iteration 61Q: 3 clusters Score -1064689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1064690.000000 Penalty: 4517.445801
	Iteration 62Q: 3 clusters Score -1064690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1064694.000000 Penalty: 4517.445801
	Iteration 63Q: 3 clusters Score -1064694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1064692.000000 Penalty: 4517.445801
	Iteration 64Q: 3 clusters Score -1064692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1064692.500000 Penalty: 4517.445801
	Iteration 65Q: 3 clusters Score -1064692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1064693.125000 Penalty: 4517.445801
	Iteration 66Q: 3 clusters Score -1064693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1064696.125000 Penalty: 4517.445801
	Iteration 67Q: 3 clusters Score -1064696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1064695.750000 Penalty: 4517.445801
	Iteration 68Q: 3 clusters Score -1064696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1064697.875000 Penalty: 4517.445801
	Iteration 69Q: 3 clusters Score -1064698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1064699.500000 Penalty: 4517.445801
	Iteration 70Q: 3 clusters Score -1064700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1064701.250000 Penalty: 4517.445801
	Iteration 71Q: 3 clusters Score -1064701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1064699.625000 Penalty: 4517.445801
	Iteration 72Q: 3 clusters Score -1064700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1064701.750000 Penalty: 4517.445801
	Iteration 73Q: 3 clusters Score -1064702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1064701.250000 Penalty: 4517.445801
	Iteration 74Q: 3 clusters Score -1064701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1064699.875000 Penalty: 4517.445801
	Iteration 75Q: 3 clusters Score -1064700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1064700.875000 Penalty: 4517.445801
	Iteration 76Q: 3 clusters Score -1064701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1064706.250000 Penalty: 4517.445801
	Iteration 77Q: 3 clusters Score -1064706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1064704.000000 Penalty: 4517.445801
	Iteration 78Q: 3 clusters Score -1064704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1064704.125000 Penalty: 4517.445801
	Iteration 79Q: 3 clusters Score -1064704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1064706.250000 Penalty: 4517.445801
	Iteration 80F: 3 clusters Score -1064706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1064707.375000 Penalty: 4517.445801
	Iteration 81Q: 3 clusters Score -1064707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1064708.625000 Penalty: 4517.445801
	Iteration 82Q: 3 clusters Score -1064709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1064708.000000 Penalty: 4517.445801
	Iteration 83Q: 3 clusters Score -1064708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1064708.000000 Penalty: 4517.445801
	Iteration 84F: 3 clusters Score -1064708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Entering Unmasked Estep 
Score: -702166.375000 Penalty: 2153.059082
	Iteration 0F: 2 clusters Score -702166.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -697023.500000 Penalty: 4306.118164
	Iteration 0F: 3 clusters Score -697023.5 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -698305.562500 Penalty: 4306.118164
	Iteration 1F: 3 clusters Score -698305.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -698576.750000 Penalty: 4306.118164
	Iteration 2F: 3 clusters Score -698576.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -698776.312500 Penalty: 4306.118164
	Iteration 3F: 3 clusters Score -698776.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -698944.687500 Penalty: 4306.118164
	Iteration 4Q: 3 clusters Score -698944.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -699095.500000 Penalty: 4306.118164
	Iteration 5Q: 3 clusters Score -699095.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -699223.375000 Penalty: 4306.118164
	Iteration 6Q: 3 clusters Score -699223.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -699323.500000 Penalty: 4306.118164
	Iteration 7Q: 3 clusters Score -699323.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -699404.562500 Penalty: 4306.118164
	Iteration 8Q: 3 clusters Score -699404.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -699465.437500 Penalty: 4306.118164
	Iteration 9Q: 3 clusters Score -699465.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -699535.125000 Penalty: 4306.118164
	Iteration 10Q: 3 clusters Score -699535.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -699612.875000 Penalty: 4306.118164
	Iteration 11Q: 3 clusters Score -699612.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -699692.625000 Penalty: 4306.118164
	Iteration 12Q: 3 clusters Score -699692.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -699774.875000 Penalty: 4306.118164
	Iteration 13Q: 3 clusters Score -699774.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -699857.500000 Penalty: 4306.118164
	Iteration 14Q: 3 clusters Score -699857.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -699937.500000 Penalty: 4306.118164
	Iteration 15Q: 3 clusters Score -699937.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -700026.062500 Penalty: 4306.118164
	Iteration 16Q: 3 clusters Score -700026.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -700090.625000 Penalty: 4306.118164
	Iteration 17Q: 3 clusters Score -700090.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -700134.875000 Penalty: 4306.118164
	Iteration 18Q: 3 clusters Score -700134.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -700180.250000 Penalty: 4306.118164
	Iteration 19Q: 3 clusters Score -700180.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -700213.500000 Penalty: 4306.118164
	Iteration 20F: 3 clusters Score -700213.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -700236.625000 Penalty: 4306.118164
	Iteration 21Q: 3 clusters Score -700236.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -700262.375000 Penalty: 4306.118164
	Iteration 22Q: 3 clusters Score -700262.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -700283.875000 Penalty: 4306.118164
	Iteration 23Q: 3 clusters Score -700283.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -700304.375000 Penalty: 4306.118164
	Iteration 24Q: 3 clusters Score -700304.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -700319.937500 Penalty: 4306.118164
	Iteration 25Q: 3 clusters Score -700319.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -700330.187500 Penalty: 4306.118164
	Iteration 26Q: 3 clusters Score -700330.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -700335.250000 Penalty: 4306.118164
	Iteration 27Q: 3 clusters Score -700335.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -700343.000000 Penalty: 4306.118164
	Iteration 28Q: 3 clusters Score -700343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -700350.625000 Penalty: 4306.118164
	Iteration 29Q: 3 clusters Score -700350.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -700359.125000 Penalty: 4306.118164
	Iteration 30Q: 3 clusters Score -700359.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -700367.187500 Penalty: 4306.118164
	Iteration 31Q: 3 clusters Score -700367.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -700370.187500 Penalty: 4306.118164
	Iteration 32Q: 3 clusters Score -700370.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -700371.625000 Penalty: 4306.118164
	Iteration 33Q: 3 clusters Score -700371.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -700377.500000 Penalty: 4306.118164
	Iteration 34Q: 3 clusters Score -700377.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -700380.625000 Penalty: 4306.118164
	Iteration 35Q: 3 clusters Score -700380.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -700383.437500 Penalty: 4306.118164
	Iteration 36Q: 3 clusters Score -700383.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -700388.125000 Penalty: 4306.118164
	Iteration 37Q: 3 clusters Score -700388.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -700391.500000 Penalty: 4306.118164
	Iteration 38Q: 3 clusters Score -700391.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -700397.250000 Penalty: 4306.118164
	Iteration 39Q: 3 clusters Score -700397.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -700398.000000 Penalty: 4306.118164
	Iteration 40F: 3 clusters Score -700398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -700399.375000 Penalty: 4306.118164
	Iteration 41Q: 3 clusters Score -700399.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -700401.375000 Penalty: 4306.118164
	Iteration 42Q: 3 clusters Score -700401.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -700402.687500 Penalty: 4306.118164
	Iteration 43Q: 3 clusters Score -700402.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -700405.312500 Penalty: 4306.118164
	Iteration 44Q: 3 clusters Score -700405.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -700406.625000 Penalty: 4306.118164
	Iteration 45Q: 3 clusters Score -700406.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -700406.625000 Penalty: 4306.118164
	Iteration 46F: 3 clusters Score -700406.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (55557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55557 members 
Entering Unmasked Estep 
Score: -6792904.500000 Penalty: 2709.440918
	Iteration 0F: 2 clusters Score -6792904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 27781 members 
Entering Unmasked Estep 
Score: -6755531.500000 Penalty: 5418.881836
	Iteration 0F: 3 clusters Score -6755532 nChanged 25795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -6770143.000000 Penalty: 5418.881836
	Iteration 1F: 3 clusters Score -6770143 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29073 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -6770862.500000 Penalty: 5418.881836
	Iteration 2Q: 3 clusters Score -6770862 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29929 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -6771745.500000 Penalty: 5418.881836
	Iteration 3Q: 3 clusters Score -6771746 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31049 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -6772705.000000 Penalty: 5418.881836
	Iteration 4Q: 3 clusters Score -6772705 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32561 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -6773880.500000 Penalty: 5418.881836
	Iteration 5Q: 3 clusters Score -6773880 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34433 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -6775315.000000 Penalty: 5418.881836
	Iteration 6F: 3 clusters Score -6775315 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36536 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -6776983.500000 Penalty: 5418.881836
	Iteration 7F: 3 clusters Score -6776984 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38906 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -6778752.500000 Penalty: 5418.881836
	Iteration 8F: 3 clusters Score -6778752 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41288 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -6780606.500000 Penalty: 5418.881836
	Iteration 9F: 3 clusters Score -6780606 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43616 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -6782618.500000 Penalty: 5418.881836
	Iteration 10Q: 3 clusters Score -6782618 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45657 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -6784402.500000 Penalty: 5418.881836
	Iteration 11Q: 3 clusters Score -6784402 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47277 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -6786043.500000 Penalty: 5418.881836
	Iteration 12Q: 3 clusters Score -6786044 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48445 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -6787237.500000 Penalty: 5418.881836
	Iteration 13Q: 3 clusters Score -6787238 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49253 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -6788147.500000 Penalty: 5418.881836
	Iteration 14Q: 3 clusters Score -6788148 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49804 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -6788777.000000 Penalty: 5418.881836
	Iteration 15Q: 3 clusters Score -6788777 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50196 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -6789145.000000 Penalty: 5418.881836
	Iteration 16Q: 3 clusters Score -6789145 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50499 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -6789301.000000 Penalty: 5418.881836
	Iteration 17Q: 3 clusters Score -6789301 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50782 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -6789434.500000 Penalty: 5418.881836
	Iteration 18Q: 3 clusters Score -6789434 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51031 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -6789561.000000 Penalty: 5418.881836
	Iteration 19Q: 3 clusters Score -6789561 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51236 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -6789634.500000 Penalty: 5418.881836
	Iteration 20F: 3 clusters Score -6789634 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51413 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -6789682.000000 Penalty: 5418.881836
	Iteration 21Q: 3 clusters Score -6789682 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51566 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -6789719.500000 Penalty: 5418.881836
	Iteration 22Q: 3 clusters Score -6789720 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51702 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -6789765.000000 Penalty: 5418.881836
	Iteration 23Q: 3 clusters Score -6789765 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51813 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -6789774.000000 Penalty: 5418.881836
	Iteration 24Q: 3 clusters Score -6789774 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51918 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -6789805.500000 Penalty: 5418.881836
	Iteration 25Q: 3 clusters Score -6789806 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52020 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -6789832.500000 Penalty: 5418.881836
	Iteration 26Q: 3 clusters Score -6789832 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52119 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -6789856.000000 Penalty: 5418.881836
	Iteration 27Q: 3 clusters Score -6789856 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52209 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -6789863.000000 Penalty: 5418.881836
	Iteration 28Q: 3 clusters Score -6789863 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52285 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -6789887.000000 Penalty: 5418.881836
	Iteration 29Q: 3 clusters Score -6789887 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52371 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -6789890.500000 Penalty: 5418.881836
	Iteration 30Q: 3 clusters Score -6789890 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52453 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -6789906.000000 Penalty: 5418.881836
	Iteration 31Q: 3 clusters Score -6789906 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52518 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -6789926.500000 Penalty: 5418.881836
	Iteration 32Q: 3 clusters Score -6789926 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52585 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -6789952.000000 Penalty: 5418.881836
	Iteration 33Q: 3 clusters Score -6789952 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52647 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -6789982.500000 Penalty: 5418.881836
	Iteration 34Q: 3 clusters Score -6789982 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52711 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -6790001.000000 Penalty: 5418.881836
	Iteration 35Q: 3 clusters Score -6790001 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52778 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -6790021.500000 Penalty: 5418.881836
	Iteration 36Q: 3 clusters Score -6790022 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52845 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -6790046.500000 Penalty: 5418.881836
	Iteration 37Q: 3 clusters Score -6790046 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52910 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -6790046.000000 Penalty: 5418.881836
	Iteration 38Q: 3 clusters Score -6790046 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52970 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -6790055.000000 Penalty: 5418.881836
	Iteration 39Q: 3 clusters Score -6790055 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53030 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -6790059.000000 Penalty: 5418.881836
	Iteration 40F: 3 clusters Score -6790059 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53090 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -6790075.000000 Penalty: 5418.881836
	Iteration 41Q: 3 clusters Score -6790075 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53149 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -6790069.000000 Penalty: 5418.881836
	Iteration 42Q: 3 clusters Score -6790069 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53208 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -6790085.000000 Penalty: 5418.881836
	Iteration 43Q: 3 clusters Score -6790085 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53261 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -6790115.000000 Penalty: 5418.881836
	Iteration 44Q: 3 clusters Score -6790115 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53314 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -6790135.000000 Penalty: 5418.881836
	Iteration 45Q: 3 clusters Score -6790135 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53364 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -6790156.000000 Penalty: 5418.881836
	Iteration 46Q: 3 clusters Score -6790156 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53403 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -6790173.000000 Penalty: 5418.881836
	Iteration 47Q: 3 clusters Score -6790173 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53439 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -6790187.500000 Penalty: 5418.881836
	Iteration 48Q: 3 clusters Score -6790188 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53477 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -6790200.000000 Penalty: 5418.881836
	Iteration 49Q: 3 clusters Score -6790200 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53512 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -6790219.000000 Penalty: 5418.881836
	Iteration 50Q: 3 clusters Score -6790219 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53542 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -6790215.500000 Penalty: 5418.881836
	Iteration 51Q: 3 clusters Score -6790216 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53577 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -6790232.500000 Penalty: 5418.881836
	Iteration 52Q: 3 clusters Score -6790232 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53614 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -6790249.500000 Penalty: 5418.881836
	Iteration 53Q: 3 clusters Score -6790250 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53658 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -6790266.500000 Penalty: 5418.881836
	Iteration 54Q: 3 clusters Score -6790266 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53699 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -6790282.500000 Penalty: 5418.881836
	Iteration 55Q: 3 clusters Score -6790282 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53737 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -6790299.500000 Penalty: 5418.881836
	Iteration 56Q: 3 clusters Score -6790300 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53771 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -6790313.500000 Penalty: 5418.881836
	Iteration 57Q: 3 clusters Score -6790314 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53807 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -6790317.500000 Penalty: 5418.881836
	Iteration 58Q: 3 clusters Score -6790318 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53850 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -6790330.500000 Penalty: 5418.881836
	Iteration 59Q: 3 clusters Score -6790330 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53895 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -6790351.500000 Penalty: 5418.881836
	Iteration 60F: 3 clusters Score -6790352 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53938 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -6790355.500000 Penalty: 5418.881836
	Iteration 61Q: 3 clusters Score -6790356 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53979 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -6790363.000000 Penalty: 5418.881836
	Iteration 62Q: 3 clusters Score -6790363 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54014 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -6790383.000000 Penalty: 5418.881836
	Iteration 63Q: 3 clusters Score -6790383 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54038 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -6790387.500000 Penalty: 5418.881836
	Iteration 64Q: 3 clusters Score -6790388 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54059 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -6790390.000000 Penalty: 5418.881836
	Iteration 65Q: 3 clusters Score -6790390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54075 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -6790393.000000 Penalty: 5418.881836
	Iteration 66Q: 3 clusters Score -6790393 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54086 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -6790396.500000 Penalty: 5418.881836
	Iteration 67Q: 3 clusters Score -6790396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54103 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -6790399.500000 Penalty: 5418.881836
	Iteration 68Q: 3 clusters Score -6790400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54115 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -6790403.000000 Penalty: 5418.881836
	Iteration 69Q: 3 clusters Score -6790403 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54132 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -6790405.500000 Penalty: 5418.881836
	Iteration 70Q: 3 clusters Score -6790406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54141 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -6790409.500000 Penalty: 5418.881836
	Iteration 71Q: 3 clusters Score -6790410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54153 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -6790406.500000 Penalty: 5418.881836
	Iteration 72Q: 3 clusters Score -6790406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54165 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -6790404.500000 Penalty: 5418.881836
	Iteration 73Q: 3 clusters Score -6790404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54178 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -6790415.000000 Penalty: 5418.881836
	Iteration 74Q: 3 clusters Score -6790415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54192 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -6790413.500000 Penalty: 5418.881836
	Iteration 75Q: 3 clusters Score -6790414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54205 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -6790426.500000 Penalty: 5418.881836
	Iteration 76Q: 3 clusters Score -6790426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54219 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -6790414.500000 Penalty: 5418.881836
	Iteration 77Q: 3 clusters Score -6790414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54228 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -6790417.000000 Penalty: 5418.881836
	Iteration 78Q: 3 clusters Score -6790417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54236 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -6790423.500000 Penalty: 5418.881836
	Iteration 79Q: 3 clusters Score -6790424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54242 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -6790424.500000 Penalty: 5418.881836
	Iteration 80F: 3 clusters Score -6790424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54248 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -6790419.500000 Penalty: 5418.881836
	Iteration 81Q: 3 clusters Score -6790420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54258 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -6790429.500000 Penalty: 5418.881836
	Iteration 82Q: 3 clusters Score -6790430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54264 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -6790419.500000 Penalty: 5418.881836
	Iteration 83Q: 3 clusters Score -6790420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54270 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -6790427.000000 Penalty: 5418.881836
	Iteration 84Q: 3 clusters Score -6790427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54273 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -6790424.000000 Penalty: 5418.881836
	Iteration 85Q: 3 clusters Score -6790424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54273 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -6790424.000000 Penalty: 5418.881836
	Iteration 86F: 3 clusters Score -6790424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (26717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Entering Unmasked Estep 
Score: -3260772.750000 Penalty: 2527.877686
	Iteration 0F: 2 clusters Score -3260773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -3242408.000000 Penalty: 5055.755371
	Iteration 0F: 3 clusters Score -3242408 nChanged 11878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -3249211.250000 Penalty: 5055.755371
	Iteration 1F: 3 clusters Score -3249211 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -3249948.750000 Penalty: 5055.755371
	Iteration 2F: 3 clusters Score -3249949 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -3250934.500000 Penalty: 5055.755371
	Iteration 3F: 3 clusters Score -3250934 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -3252306.750000 Penalty: 5055.755371
	Iteration 4F: 3 clusters Score -3252307 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -3253876.500000 Penalty: 5055.755371
	Iteration 5F: 3 clusters Score -3253876 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -3255388.000000 Penalty: 5055.755371
	Iteration 6F: 3 clusters Score -3255388 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -3256740.750000 Penalty: 5055.755371
	Iteration 7F: 3 clusters Score -3256741 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -3257756.750000 Penalty: 5055.755371
	Iteration 8F: 3 clusters Score -3257757 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -3258515.500000 Penalty: 5055.755371
	Iteration 9Q: 3 clusters Score -3258516 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -3259085.500000 Penalty: 5055.755371
	Iteration 10Q: 3 clusters Score -3259086 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -3259492.250000 Penalty: 5055.755371
	Iteration 11Q: 3 clusters Score -3259492 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -3259767.000000 Penalty: 5055.755371
	Iteration 12Q: 3 clusters Score -3259767 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -3259939.250000 Penalty: 5055.755371
	Iteration 13Q: 3 clusters Score -3259939 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 25011 members 
Entering Unmasked Estep 
Score: -3260066.750000 Penalty: 5055.755371
	Iteration 14Q: 3 clusters Score -3260067 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -3260143.250000 Penalty: 5055.755371
	Iteration 15Q: 3 clusters Score -3260143 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -3260193.250000 Penalty: 5055.755371
	Iteration 16Q: 3 clusters Score -3260193 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -3260240.500000 Penalty: 5055.755371
	Iteration 17Q: 3 clusters Score -3260240 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
Score: -3260260.750000 Penalty: 5055.755371
	Iteration 18Q: 3 clusters Score -3260261 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -3260279.500000 Penalty: 5055.755371
	Iteration 19Q: 3 clusters Score -3260280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -3260284.000000 Penalty: 5055.755371
	Iteration 20F: 3 clusters Score -3260284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -3260290.000000 Penalty: 5055.755371
	Iteration 21Q: 3 clusters Score -3260290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -3260295.000000 Penalty: 5055.755371
	Iteration 22Q: 3 clusters Score -3260295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -3260294.500000 Penalty: 5055.755371
	Iteration 23Q: 3 clusters Score -3260294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -3260295.750000 Penalty: 5055.755371
	Iteration 24Q: 3 clusters Score -3260296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -3260299.500000 Penalty: 5055.755371
	Iteration 25Q: 3 clusters Score -3260300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -3260304.500000 Penalty: 5055.755371
	Iteration 26Q: 3 clusters Score -3260304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -3260310.000000 Penalty: 5055.755371
	Iteration 27Q: 3 clusters Score -3260310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -3260308.750000 Penalty: 5055.755371
	Iteration 28Q: 3 clusters Score -3260309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -3260312.500000 Penalty: 5055.755371
	Iteration 29Q: 3 clusters Score -3260312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -3260313.250000 Penalty: 5055.755371
	Iteration 30Q: 3 clusters Score -3260313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -3260315.500000 Penalty: 5055.755371
	Iteration 31Q: 3 clusters Score -3260316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -3260318.250000 Penalty: 5055.755371
	Iteration 32Q: 3 clusters Score -3260318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -3260321.500000 Penalty: 5055.755371
	Iteration 33Q: 3 clusters Score -3260322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -3260320.000000 Penalty: 5055.755371
	Iteration 34Q: 3 clusters Score -3260320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -3260323.250000 Penalty: 5055.755371
	Iteration 35Q: 3 clusters Score -3260323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -3260319.750000 Penalty: 5055.755371
	Iteration 36Q: 3 clusters Score -3260320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -3260324.500000 Penalty: 5055.755371
	Iteration 37Q: 3 clusters Score -3260324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -3260324.500000 Penalty: 5055.755371
	Iteration 38F: 3 clusters Score -3260324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Entering Unmasked Estep 
Score: -1678173.625000 Penalty: 2370.305176
	Iteration 0F: 2 clusters Score -1678174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1667809.375000 Penalty: 4740.610352
	Iteration 0F: 3 clusters Score -1667809 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1671086.875000 Penalty: 4740.610352
	Iteration 1F: 3 clusters Score -1671087 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1671459.500000 Penalty: 4740.610352
	Iteration 2F: 3 clusters Score -1671460 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1671835.500000 Penalty: 4740.610352
	Iteration 3F: 3 clusters Score -1671836 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1672263.625000 Penalty: 4740.610352
	Iteration 4F: 3 clusters Score -1672264 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1672735.875000 Penalty: 4740.610352
	Iteration 5F: 3 clusters Score -1672736 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1673272.625000 Penalty: 4740.610352
	Iteration 6F: 3 clusters Score -1673273 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1673774.250000 Penalty: 4740.610352
	Iteration 7F: 3 clusters Score -1673774 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1674134.125000 Penalty: 4740.610352
	Iteration 8Q: 3 clusters Score -1674134 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1674376.375000 Penalty: 4740.610352
	Iteration 9Q: 3 clusters Score -1674376 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1674528.125000 Penalty: 4740.610352
	Iteration 10Q: 3 clusters Score -1674528 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1674628.375000 Penalty: 4740.610352
	Iteration 11Q: 3 clusters Score -1674628 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1674691.000000 Penalty: 4740.610352
	Iteration 12Q: 3 clusters Score -1674691 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1674736.375000 Penalty: 4740.610352
	Iteration 13Q: 3 clusters Score -1674736 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1674768.750000 Penalty: 4740.610352
	Iteration 14Q: 3 clusters Score -1674769 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1674790.375000 Penalty: 4740.610352
	Iteration 15Q: 3 clusters Score -1674790 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1674817.000000 Penalty: 4740.610352
	Iteration 16Q: 3 clusters Score -1674817 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1674836.375000 Penalty: 4740.610352
	Iteration 17Q: 3 clusters Score -1674836 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1674852.750000 Penalty: 4740.610352
	Iteration 18Q: 3 clusters Score -1674853 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1674864.750000 Penalty: 4740.610352
	Iteration 19Q: 3 clusters Score -1674865 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1674880.500000 Penalty: 4740.610352
	Iteration 20F: 3 clusters Score -1674880 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1674897.000000 Penalty: 4740.610352
	Iteration 21Q: 3 clusters Score -1674897 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1674908.750000 Penalty: 4740.610352
	Iteration 22Q: 3 clusters Score -1674909 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1674910.500000 Penalty: 4740.610352
	Iteration 23Q: 3 clusters Score -1674910 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1674927.250000 Penalty: 4740.610352
	Iteration 24Q: 3 clusters Score -1674927 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1674925.750000 Penalty: 4740.610352
	Iteration 25Q: 3 clusters Score -1674926 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1674933.625000 Penalty: 4740.610352
	Iteration 26Q: 3 clusters Score -1674934 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1674944.875000 Penalty: 4740.610352
	Iteration 27Q: 3 clusters Score -1674945 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1674948.875000 Penalty: 4740.610352
	Iteration 28Q: 3 clusters Score -1674949 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1674957.000000 Penalty: 4740.610352
	Iteration 29Q: 3 clusters Score -1674957 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1674960.000000 Penalty: 4740.610352
	Iteration 30Q: 3 clusters Score -1674960 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1674963.250000 Penalty: 4740.610352
	Iteration 31Q: 3 clusters Score -1674963 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1674968.125000 Penalty: 4740.610352
	Iteration 32Q: 3 clusters Score -1674968 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1674967.875000 Penalty: 4740.610352
	Iteration 33Q: 3 clusters Score -1674968 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1674975.625000 Penalty: 4740.610352
	Iteration 34Q: 3 clusters Score -1674976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1674975.625000 Penalty: 4740.610352
	Iteration 35Q: 3 clusters Score -1674976 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1674977.500000 Penalty: 4740.610352
	Iteration 36Q: 3 clusters Score -1674978 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1674984.000000 Penalty: 4740.610352
	Iteration 37Q: 3 clusters Score -1674984 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1674988.125000 Penalty: 4740.610352
	Iteration 38Q: 3 clusters Score -1674988 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1674994.500000 Penalty: 4740.610352
	Iteration 39Q: 3 clusters Score -1674994 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1675007.375000 Penalty: 4740.610352
	Iteration 40F: 3 clusters Score -1675007 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1675010.125000 Penalty: 4740.610352
	Iteration 41Q: 3 clusters Score -1675010 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1675015.875000 Penalty: 4740.610352
	Iteration 42Q: 3 clusters Score -1675016 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1675019.375000 Penalty: 4740.610352
	Iteration 43Q: 3 clusters Score -1675019 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1675024.000000 Penalty: 4740.610352
	Iteration 44Q: 3 clusters Score -1675024 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1675032.125000 Penalty: 4740.610352
	Iteration 45Q: 3 clusters Score -1675032 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1675030.875000 Penalty: 4740.610352
	Iteration 46Q: 3 clusters Score -1675031 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1675030.625000 Penalty: 4740.610352
	Iteration 47Q: 3 clusters Score -1675031 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1675037.250000 Penalty: 4740.610352
	Iteration 48Q: 3 clusters Score -1675037 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1675046.250000 Penalty: 4740.610352
	Iteration 49Q: 3 clusters Score -1675046 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1675049.000000 Penalty: 4740.610352
	Iteration 50Q: 3 clusters Score -1675049 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1675049.625000 Penalty: 4740.610352
	Iteration 51Q: 3 clusters Score -1675050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1675050.875000 Penalty: 4740.610352
	Iteration 52Q: 3 clusters Score -1675051 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1675050.875000 Penalty: 4740.610352
	Iteration 53Q: 3 clusters Score -1675051 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1675053.750000 Penalty: 4740.610352
	Iteration 54Q: 3 clusters Score -1675054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1675056.500000 Penalty: 4740.610352
	Iteration 55Q: 3 clusters Score -1675056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1675055.125000 Penalty: 4740.610352
	Iteration 56Q: 3 clusters Score -1675055 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1675060.125000 Penalty: 4740.610352
	Iteration 57Q: 3 clusters Score -1675060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1675059.250000 Penalty: 4740.610352
	Iteration 58Q: 3 clusters Score -1675059 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1675063.875000 Penalty: 4740.610352
	Iteration 59Q: 3 clusters Score -1675064 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1675067.750000 Penalty: 4740.610352
	Iteration 60F: 3 clusters Score -1675068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1675072.000000 Penalty: 4740.610352
	Iteration 61Q: 3 clusters Score -1675072 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1675076.875000 Penalty: 4740.610352
	Iteration 62Q: 3 clusters Score -1675077 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1675082.750000 Penalty: 4740.610352
	Iteration 63Q: 3 clusters Score -1675083 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1675082.000000 Penalty: 4740.610352
	Iteration 64Q: 3 clusters Score -1675082 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1675088.625000 Penalty: 4740.610352
	Iteration 65Q: 3 clusters Score -1675089 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1675093.000000 Penalty: 4740.610352
	Iteration 66Q: 3 clusters Score -1675093 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1675089.125000 Penalty: 4740.610352
	Iteration 67Q: 3 clusters Score -1675089 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1675093.500000 Penalty: 4740.610352
	Iteration 68Q: 3 clusters Score -1675094 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1675096.375000 Penalty: 4740.610352
	Iteration 69Q: 3 clusters Score -1675096 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1675101.125000 Penalty: 4740.610352
	Iteration 70Q: 3 clusters Score -1675101 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1675102.875000 Penalty: 4740.610352
	Iteration 71Q: 3 clusters Score -1675103 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1675110.125000 Penalty: 4740.610352
	Iteration 72Q: 3 clusters Score -1675110 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1675112.750000 Penalty: 4740.610352
	Iteration 73Q: 3 clusters Score -1675113 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1675114.875000 Penalty: 4740.610352
	Iteration 74Q: 3 clusters Score -1675115 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1675123.000000 Penalty: 4740.610352
	Iteration 75Q: 3 clusters Score -1675123 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1675133.625000 Penalty: 4740.610352
	Iteration 76Q: 3 clusters Score -1675134 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1675142.375000 Penalty: 4740.610352
	Iteration 77Q: 3 clusters Score -1675142 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1675150.875000 Penalty: 4740.610352
	Iteration 78Q: 3 clusters Score -1675151 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1675154.000000 Penalty: 4740.610352
	Iteration 79Q: 3 clusters Score -1675154 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1675164.625000 Penalty: 4740.610352
	Iteration 80F: 3 clusters Score -1675165 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1675173.500000 Penalty: 4740.610352
	Iteration 81Q: 3 clusters Score -1675174 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1675176.125000 Penalty: 4740.610352
	Iteration 82Q: 3 clusters Score -1675176 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1675184.000000 Penalty: 4740.610352
	Iteration 83Q: 3 clusters Score -1675184 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1675194.625000 Penalty: 4740.610352
	Iteration 84Q: 3 clusters Score -1675195 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1675204.875000 Penalty: 4740.610352
	Iteration 85Q: 3 clusters Score -1675205 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1675214.250000 Penalty: 4740.610352
	Iteration 86Q: 3 clusters Score -1675214 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1675226.250000 Penalty: 4740.610352
	Iteration 87Q: 3 clusters Score -1675226 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1675233.750000 Penalty: 4740.610352
	Iteration 88Q: 3 clusters Score -1675234 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1675247.625000 Penalty: 4740.610352
	Iteration 89Q: 3 clusters Score -1675248 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1675261.125000 Penalty: 4740.610352
	Iteration 90Q: 3 clusters Score -1675261 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1675278.125000 Penalty: 4740.610352
	Iteration 91Q: 3 clusters Score -1675278 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1675297.375000 Penalty: 4740.610352
	Iteration 92Q: 3 clusters Score -1675297 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1675320.500000 Penalty: 4740.610352
	Iteration 93Q: 3 clusters Score -1675320 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1675337.875000 Penalty: 4740.610352
	Iteration 94Q: 3 clusters Score -1675338 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1675355.375000 Penalty: 4740.610352
	Iteration 95Q: 3 clusters Score -1675355 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1675377.375000 Penalty: 4740.610352
	Iteration 96Q: 3 clusters Score -1675377 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1675395.750000 Penalty: 4740.610352
	Iteration 97Q: 3 clusters Score -1675396 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1675418.000000 Penalty: 4740.610352
	Iteration 98Q: 3 clusters Score -1675418 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1675440.375000 Penalty: 4740.610352
	Iteration 99Q: 3 clusters Score -1675440 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1675473.750000 Penalty: 4740.610352
	Iteration 100F: 3 clusters Score -1675474 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1675488.250000 Penalty: 4740.610352
	Iteration 101Q: 3 clusters Score -1675488 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1675510.750000 Penalty: 4740.610352
	Iteration 102Q: 3 clusters Score -1675511 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1675534.125000 Penalty: 4740.610352
	Iteration 103Q: 3 clusters Score -1675534 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1675564.875000 Penalty: 4740.610352
	Iteration 104Q: 3 clusters Score -1675565 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1675593.500000 Penalty: 4740.610352
	Iteration 105Q: 3 clusters Score -1675594 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1675620.250000 Penalty: 4740.610352
	Iteration 106Q: 3 clusters Score -1675620 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1675638.000000 Penalty: 4740.610352
	Iteration 107Q: 3 clusters Score -1675638 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1675654.500000 Penalty: 4740.610352
	Iteration 108Q: 3 clusters Score -1675654 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1675680.000000 Penalty: 4740.610352
	Iteration 109Q: 3 clusters Score -1675680 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1675711.000000 Penalty: 4740.610352
	Iteration 110Q: 3 clusters Score -1675711 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1675730.625000 Penalty: 4740.610352
	Iteration 111Q: 3 clusters Score -1675731 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1675749.375000 Penalty: 4740.610352
	Iteration 112Q: 3 clusters Score -1675749 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1675773.875000 Penalty: 4740.610352
	Iteration 113Q: 3 clusters Score -1675774 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1675784.125000 Penalty: 4740.610352
	Iteration 114Q: 3 clusters Score -1675784 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1675802.000000 Penalty: 4740.610352
	Iteration 115Q: 3 clusters Score -1675802 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1675821.375000 Penalty: 4740.610352
	Iteration 116Q: 3 clusters Score -1675821 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1675825.000000 Penalty: 4740.610352
	Iteration 117Q: 3 clusters Score -1675825 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1675837.750000 Penalty: 4740.610352
	Iteration 118Q: 3 clusters Score -1675838 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1675853.125000 Penalty: 4740.610352
	Iteration 119Q: 3 clusters Score -1675853 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1675872.375000 Penalty: 4740.610352
	Iteration 120F: 3 clusters Score -1675872 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1675884.000000 Penalty: 4740.610352
	Iteration 121Q: 3 clusters Score -1675884 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1675906.875000 Penalty: 4740.610352
	Iteration 122Q: 3 clusters Score -1675907 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1675928.750000 Penalty: 4740.610352
	Iteration 123Q: 3 clusters Score -1675929 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1675943.125000 Penalty: 4740.610352
	Iteration 124Q: 3 clusters Score -1675943 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1675959.250000 Penalty: 4740.610352
	Iteration 125Q: 3 clusters Score -1675959 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1675974.000000 Penalty: 4740.610352
	Iteration 126Q: 3 clusters Score -1675974 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1675986.125000 Penalty: 4740.610352
	Iteration 127Q: 3 clusters Score -1675986 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1676000.875000 Penalty: 4740.610352
	Iteration 128Q: 3 clusters Score -1676001 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1676016.500000 Penalty: 4740.610352
	Iteration 129Q: 3 clusters Score -1676016 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1676030.000000 Penalty: 4740.610352
	Iteration 130Q: 3 clusters Score -1676030 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -1676037.375000 Penalty: 4740.610352
	Iteration 131Q: 3 clusters Score -1676037 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1676057.125000 Penalty: 4740.610352
	Iteration 132Q: 3 clusters Score -1676057 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1676070.500000 Penalty: 4740.610352
	Iteration 133Q: 3 clusters Score -1676070 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1676083.875000 Penalty: 4740.610352
	Iteration 134Q: 3 clusters Score -1676084 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1676100.625000 Penalty: 4740.610352
	Iteration 135Q: 3 clusters Score -1676101 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -1676112.500000 Penalty: 4740.610352
	Iteration 136Q: 3 clusters Score -1676112 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1676119.375000 Penalty: 4740.610352
	Iteration 137Q: 3 clusters Score -1676119 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -1676128.000000 Penalty: 4740.610352
	Iteration 138Q: 3 clusters Score -1676128 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -1676137.125000 Penalty: 4740.610352
	Iteration 139Q: 3 clusters Score -1676137 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1676145.500000 Penalty: 4740.610352
	Iteration 140F: 3 clusters Score -1676146 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1676148.625000 Penalty: 4740.610352
	Iteration 141Q: 3 clusters Score -1676149 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1676160.125000 Penalty: 4740.610352
	Iteration 142Q: 3 clusters Score -1676160 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1676166.750000 Penalty: 4740.610352
	Iteration 143Q: 3 clusters Score -1676167 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1676170.750000 Penalty: 4740.610352
	Iteration 144Q: 3 clusters Score -1676171 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -1676172.625000 Penalty: 4740.610352
	Iteration 145Q: 3 clusters Score -1676173 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1676181.000000 Penalty: 4740.610352
	Iteration 146Q: 3 clusters Score -1676181 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1676183.750000 Penalty: 4740.610352
	Iteration 147Q: 3 clusters Score -1676184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -1676188.375000 Penalty: 4740.610352
	Iteration 148Q: 3 clusters Score -1676188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -1676190.125000 Penalty: 4740.610352
	Iteration 149Q: 3 clusters Score -1676190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1676194.625000 Penalty: 4740.610352
	Iteration 150Q: 3 clusters Score -1676195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1676194.500000 Penalty: 4740.610352
	Iteration 151Q: 3 clusters Score -1676194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1676198.500000 Penalty: 4740.610352
	Iteration 152Q: 3 clusters Score -1676198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1676204.125000 Penalty: 4740.610352
	Iteration 153Q: 3 clusters Score -1676204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1676206.625000 Penalty: 4740.610352
	Iteration 154Q: 3 clusters Score -1676207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1676208.250000 Penalty: 4740.610352
	Iteration 155Q: 3 clusters Score -1676208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1676212.625000 Penalty: 4740.610352
	Iteration 156Q: 3 clusters Score -1676213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1676212.375000 Penalty: 4740.610352
	Iteration 157Q: 3 clusters Score -1676212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1676215.625000 Penalty: 4740.610352
	Iteration 158Q: 3 clusters Score -1676216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1676213.875000 Penalty: 4740.610352
	Iteration 159Q: 3 clusters Score -1676214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1676212.500000 Penalty: 4740.610352
	Iteration 160F: 3 clusters Score -1676212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1676214.750000 Penalty: 4740.610352
	Iteration 161Q: 3 clusters Score -1676215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1676214.000000 Penalty: 4740.610352
	Iteration 162Q: 3 clusters Score -1676214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1676214.000000 Penalty: 4740.610352
	Iteration 163F: 3 clusters Score -1676214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Entering Unmasked Estep 
Score: -1704142.625000 Penalty: 2383.044434
	Iteration 0F: 2 clusters Score -1704143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1693345.625000 Penalty: 4766.088867
	Iteration 0F: 3 clusters Score -1693346 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1696987.625000 Penalty: 4766.088867
	Iteration 1F: 3 clusters Score -1696988 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1697555.875000 Penalty: 4766.088867
	Iteration 2F: 3 clusters Score -1697556 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1698086.000000 Penalty: 4766.088867
	Iteration 3F: 3 clusters Score -1698086 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1698625.000000 Penalty: 4766.088867
	Iteration 4F: 3 clusters Score -1698625 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1699138.125000 Penalty: 4766.088867
	Iteration 5F: 3 clusters Score -1699138 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1699671.250000 Penalty: 4766.088867
	Iteration 6Q: 3 clusters Score -1699671 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1700306.000000 Penalty: 4766.088867
	Iteration 7F: 3 clusters Score -1700306 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1701124.375000 Penalty: 4766.088867
	Iteration 8F: 3 clusters Score -1701124 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1702089.500000 Penalty: 4766.088867
	Iteration 9F: 3 clusters Score -1702090 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1703080.375000 Penalty: 4766.088867
	Iteration 10F: 3 clusters Score -1703080 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1703799.250000 Penalty: 4766.088867
	Iteration 11F: 3 clusters Score -1703799 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1704135.625000 Penalty: 4766.088867
	Iteration 12Q: 3 clusters Score -1704136 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1704289.250000 Penalty: 4766.088867
	Iteration 13Q: 3 clusters Score -1704289 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1704362.125000 Penalty: 4766.088867
	Iteration 14Q: 3 clusters Score -1704362 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1704398.125000 Penalty: 4766.088867
	Iteration 15Q: 3 clusters Score -1704398 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1704417.375000 Penalty: 4766.088867
	Iteration 16Q: 3 clusters Score -1704417 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1704433.000000 Penalty: 4766.088867
	Iteration 17Q: 3 clusters Score -1704433 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1704452.250000 Penalty: 4766.088867
	Iteration 18Q: 3 clusters Score -1704452 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1704459.875000 Penalty: 4766.088867
	Iteration 19Q: 3 clusters Score -1704460 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1704469.125000 Penalty: 4766.088867
	Iteration 20F: 3 clusters Score -1704469 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1704477.750000 Penalty: 4766.088867
	Iteration 21Q: 3 clusters Score -1704478 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1704486.625000 Penalty: 4766.088867
	Iteration 22Q: 3 clusters Score -1704487 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1704506.375000 Penalty: 4766.088867
	Iteration 23Q: 3 clusters Score -1704506 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1704516.625000 Penalty: 4766.088867
	Iteration 24Q: 3 clusters Score -1704517 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1704528.000000 Penalty: 4766.088867
	Iteration 25Q: 3 clusters Score -1704528 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1704539.375000 Penalty: 4766.088867
	Iteration 26Q: 3 clusters Score -1704539 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1704557.750000 Penalty: 4766.088867
	Iteration 27Q: 3 clusters Score -1704558 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1704573.625000 Penalty: 4766.088867
	Iteration 28Q: 3 clusters Score -1704574 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1704589.375000 Penalty: 4766.088867
	Iteration 29Q: 3 clusters Score -1704589 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1704611.750000 Penalty: 4766.088867
	Iteration 30Q: 3 clusters Score -1704612 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1704625.750000 Penalty: 4766.088867
	Iteration 31Q: 3 clusters Score -1704626 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1704651.000000 Penalty: 4766.088867
	Iteration 32Q: 3 clusters Score -1704651 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1704670.125000 Penalty: 4766.088867
	Iteration 33Q: 3 clusters Score -1704670 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1704685.250000 Penalty: 4766.088867
	Iteration 34Q: 3 clusters Score -1704685 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1704707.500000 Penalty: 4766.088867
	Iteration 35Q: 3 clusters Score -1704708 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1704729.625000 Penalty: 4766.088867
	Iteration 36Q: 3 clusters Score -1704730 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1704749.625000 Penalty: 4766.088867
	Iteration 37Q: 3 clusters Score -1704750 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1704773.375000 Penalty: 4766.088867
	Iteration 38Q: 3 clusters Score -1704773 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1704794.000000 Penalty: 4766.088867
	Iteration 39Q: 3 clusters Score -1704794 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1704817.375000 Penalty: 4766.088867
	Iteration 40F: 3 clusters Score -1704817 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1704842.875000 Penalty: 4766.088867
	Iteration 41Q: 3 clusters Score -1704843 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1704858.375000 Penalty: 4766.088867
	Iteration 42Q: 3 clusters Score -1704858 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1704875.000000 Penalty: 4766.088867
	Iteration 43Q: 3 clusters Score -1704875 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1704893.500000 Penalty: 4766.088867
	Iteration 44Q: 3 clusters Score -1704894 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1704904.750000 Penalty: 4766.088867
	Iteration 45Q: 3 clusters Score -1704905 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1704917.000000 Penalty: 4766.088867
	Iteration 46Q: 3 clusters Score -1704917 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1704941.625000 Penalty: 4766.088867
	Iteration 47Q: 3 clusters Score -1704942 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1704942.625000 Penalty: 4766.088867
	Iteration 48Q: 3 clusters Score -1704943 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1704960.875000 Penalty: 4766.088867
	Iteration 49Q: 3 clusters Score -1704961 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1704966.500000 Penalty: 4766.088867
	Iteration 50Q: 3 clusters Score -1704966 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1704974.875000 Penalty: 4766.088867
	Iteration 51Q: 3 clusters Score -1704975 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1704991.000000 Penalty: 4766.088867
	Iteration 52Q: 3 clusters Score -1704991 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1705005.750000 Penalty: 4766.088867
	Iteration 53Q: 3 clusters Score -1705006 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1705019.625000 Penalty: 4766.088867
	Iteration 54Q: 3 clusters Score -1705020 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1705037.375000 Penalty: 4766.088867
	Iteration 55Q: 3 clusters Score -1705037 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1705048.000000 Penalty: 4766.088867
	Iteration 56Q: 3 clusters Score -1705048 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1705057.250000 Penalty: 4766.088867
	Iteration 57Q: 3 clusters Score -1705057 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1705078.875000 Penalty: 4766.088867
	Iteration 58Q: 3 clusters Score -1705079 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1705080.625000 Penalty: 4766.088867
	Iteration 59Q: 3 clusters Score -1705081 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1705088.500000 Penalty: 4766.088867
	Iteration 60F: 3 clusters Score -1705088 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1705097.000000 Penalty: 4766.088867
	Iteration 61Q: 3 clusters Score -1705097 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1705093.375000 Penalty: 4766.088867
	Iteration 62Q: 3 clusters Score -1705093 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1705100.000000 Penalty: 4766.088867
	Iteration 63Q: 3 clusters Score -1705100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1705105.000000 Penalty: 4766.088867
	Iteration 64Q: 3 clusters Score -1705105 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1705111.625000 Penalty: 4766.088867
	Iteration 65Q: 3 clusters Score -1705112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1705112.875000 Penalty: 4766.088867
	Iteration 66Q: 3 clusters Score -1705113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1705115.375000 Penalty: 4766.088867
	Iteration 67Q: 3 clusters Score -1705115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1705117.625000 Penalty: 4766.088867
	Iteration 68Q: 3 clusters Score -1705118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1705121.625000 Penalty: 4766.088867
	Iteration 69Q: 3 clusters Score -1705122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1705121.125000 Penalty: 4766.088867
	Iteration 70Q: 3 clusters Score -1705121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1705123.000000 Penalty: 4766.088867
	Iteration 71Q: 3 clusters Score -1705123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1705121.875000 Penalty: 4766.088867
	Iteration 72Q: 3 clusters Score -1705122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1705122.625000 Penalty: 4766.088867
	Iteration 73Q: 3 clusters Score -1705123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1705121.000000 Penalty: 4766.088867
	Iteration 74Q: 3 clusters Score -1705121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1705121.000000 Penalty: 4766.088867
	Iteration 75F: 3 clusters Score -1705121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 171385 members 
Mstep: Class 2 contains 676 members 
Mstep: Class 3 contains 11723 members 
Mstep: Class 4 contains 30887 members 
Mstep: Class 5 contains 81529 members 
Mstep: Class 6 contains 31541 members 
Mstep: Class 7 contains 9025 members 
Mstep: Class 8 contains 5894 members 
Mstep: Class 9 contains 55557 members 
Mstep: Class 10 contains 26717 members 
Mstep: Class 11 contains 14153 members 
Mstep: Class 12 contains 10139 members 
Mstep: Class 13 contains 236302 members 
Mstep: Class 14 contains 12642 members 
Mstep: Class 15 contains 158332 members 
Mstep: Class 16 contains 14561 members 
Mstep: Class 17 contains 10195 members 
Mstep: Class 18 contains 7979 members 
Mstep: Class 19 contains 8879 members 
Mstep: Class 20 contains 8571 members 
Mstep: Class 21 contains 4601 members 
Mstep: Class 22 contains 320742 members 
Mstep: Class 23 contains 5554 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 83807 members 
Mstep: Class 26 contains 823 members 
Mstep: Class 27 contains 83689 members 
Mstep: Class 28 contains 65794 members 
Mstep: Class 29 contains 4825 members 
Mstep: Class 30 contains 9136 members 
Mstep: Class 31 contains 6937 members 
Mstep: Class 32 contains 10486 members 
Mstep: Class 33 contains 41004 members 
Mstep: Class 34 contains 11992 members 
Mstep: Class 35 contains 2910 members 
Mstep: Class 36 contains 1429 members 
Mstep: Class 37 contains 8241 members 
Mstep: Class 38 contains 203436 members 
Mstep: Class 39 contains 212639 members 
Mstep: Class 40 contains 4760 members 
Entering Unmasked Estep 
Score: -235459840.000000 Penalty: 143876.984375
Splitting cluster 12 changes total score from -235456144.000000 to -235459840.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 13 (236302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236302 members 
Entering Unmasked Estep 
Score: -29202616.000000 Penalty: 3068.470703
	Iteration 0F: 2 clusters Score -2.920262e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118214 members 
Mstep: Class 2 contains 118088 members 
Entering Unmasked Estep 
Score: -29053952.000000 Penalty: 6136.941406
	Iteration 0F: 3 clusters Score -2.905395e+07 nChanged 113990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119660 members 
Mstep: Class 2 contains 116642 members 
Entering Unmasked Estep 
Score: -29121050.000000 Penalty: 6136.941406
	Iteration 1F: 3 clusters Score -2.912105e+07 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120447 members 
Mstep: Class 2 contains 115855 members 
Entering Unmasked Estep 
Score: -29122156.000000 Penalty: 6136.941406
	Iteration 2Q: 3 clusters Score -2.912216e+07 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121723 members 
Mstep: Class 2 contains 114579 members 
Entering Unmasked Estep 
Score: -29123532.000000 Penalty: 6136.941406
	Iteration 3Q: 3 clusters Score -2.912353e+07 nChanged 7520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123769 members 
Mstep: Class 2 contains 112533 members 
Entering Unmasked Estep 
Score: -29125698.000000 Penalty: 6136.941406
	Iteration 4Q: 3 clusters Score -2.91257e+07 nChanged 9135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126796 members 
Mstep: Class 2 contains 109506 members 
Entering Unmasked Estep 
Score: -29129412.000000 Penalty: 6136.941406
	Iteration 5Q: 3 clusters Score -2.912941e+07 nChanged 11457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131313 members 
Mstep: Class 2 contains 104989 members 
Entering Unmasked Estep 
Score: -29135114.000000 Penalty: 6136.941406
	Iteration 6Q: 3 clusters Score -2.913511e+07 nChanged 13987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137432 members 
Mstep: Class 2 contains 98870 members 
Entering Unmasked Estep 
Score: -29144344.000000 Penalty: 6136.941406
	Iteration 7F: 3 clusters Score -2.914434e+07 nChanged 15768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144454 members 
Mstep: Class 2 contains 91848 members 
Entering Unmasked Estep 
Score: -29157176.000000 Penalty: 6136.941406
	Iteration 8F: 3 clusters Score -2.915718e+07 nChanged 15977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150741 members 
Mstep: Class 2 contains 85561 members 
Entering Unmasked Estep 
Score: -29170038.000000 Penalty: 6136.941406
	Iteration 9F: 3 clusters Score -2.917004e+07 nChanged 13326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155117 members 
Mstep: Class 2 contains 81185 members 
Entering Unmasked Estep 
Score: -29178650.000000 Penalty: 6136.941406
	Iteration 10F: 3 clusters Score -2.917865e+07 nChanged 8806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158413 members 
Mstep: Class 2 contains 77889 members 
Entering Unmasked Estep 
Score: -29182718.000000 Penalty: 6136.941406
	Iteration 11Q: 3 clusters Score -2.918272e+07 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161583 members 
Mstep: Class 2 contains 74719 members 
Entering Unmasked Estep 
Score: -29185218.000000 Penalty: 6136.941406
	Iteration 12Q: 3 clusters Score -2.918522e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164693 members 
Mstep: Class 2 contains 71609 members 
Entering Unmasked Estep 
Score: -29187258.000000 Penalty: 6136.941406
	Iteration 13Q: 3 clusters Score -2.918726e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167642 members 
Mstep: Class 2 contains 68660 members 
Entering Unmasked Estep 
Score: -29189118.000000 Penalty: 6136.941406
	Iteration 14Q: 3 clusters Score -2.918912e+07 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170503 members 
Mstep: Class 2 contains 65799 members 
Entering Unmasked Estep 
Score: -29191074.000000 Penalty: 6136.941406
	Iteration 15Q: 3 clusters Score -2.919107e+07 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173097 members 
Mstep: Class 2 contains 63205 members 
Entering Unmasked Estep 
Score: -29192798.000000 Penalty: 6136.941406
	Iteration 16Q: 3 clusters Score -2.91928e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175570 members 
Mstep: Class 2 contains 60732 members 
Entering Unmasked Estep 
Score: -29194312.000000 Penalty: 6136.941406
	Iteration 17Q: 3 clusters Score -2.919431e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177841 members 
Mstep: Class 2 contains 58461 members 
Entering Unmasked Estep 
Score: -29195438.000000 Penalty: 6136.941406
	Iteration 18Q: 3 clusters Score -2.919544e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180007 members 
Mstep: Class 2 contains 56295 members 
Entering Unmasked Estep 
Score: -29196318.000000 Penalty: 6136.941406
	Iteration 19Q: 3 clusters Score -2.919632e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182004 members 
Mstep: Class 2 contains 54298 members 
Entering Unmasked Estep 
Score: -29197280.000000 Penalty: 6136.941406
	Iteration 20F: 3 clusters Score -2.919728e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183947 members 
Mstep: Class 2 contains 52355 members 
Entering Unmasked Estep 
Score: -29197860.000000 Penalty: 6136.941406
	Iteration 21Q: 3 clusters Score -2.919786e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185919 members 
Mstep: Class 2 contains 50383 members 
Entering Unmasked Estep 
Score: -29198234.000000 Penalty: 6136.941406
	Iteration 22Q: 3 clusters Score -2.919823e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187768 members 
Mstep: Class 2 contains 48534 members 
Entering Unmasked Estep 
Score: -29198728.000000 Penalty: 6136.941406
	Iteration 23Q: 3 clusters Score -2.919873e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189562 members 
Mstep: Class 2 contains 46740 members 
Entering Unmasked Estep 
Score: -29198964.000000 Penalty: 6136.941406
	Iteration 24Q: 3 clusters Score -2.919896e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191319 members 
Mstep: Class 2 contains 44983 members 
Entering Unmasked Estep 
Score: -29199098.000000 Penalty: 6136.941406
	Iteration 25Q: 3 clusters Score -2.91991e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193107 members 
Mstep: Class 2 contains 43195 members 
Entering Unmasked Estep 
Score: -29199268.000000 Penalty: 6136.941406
	Iteration 26Q: 3 clusters Score -2.919927e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194839 members 
Mstep: Class 2 contains 41463 members 
Entering Unmasked Estep 
Score: -29199452.000000 Penalty: 6136.941406
	Iteration 27Q: 3 clusters Score -2.919945e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196543 members 
Mstep: Class 2 contains 39759 members 
Entering Unmasked Estep 
Score: -29199522.000000 Penalty: 6136.941406
	Iteration 28Q: 3 clusters Score -2.919952e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198204 members 
Mstep: Class 2 contains 38098 members 
Entering Unmasked Estep 
Score: -29199634.000000 Penalty: 6136.941406
	Iteration 29Q: 3 clusters Score -2.919963e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199786 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -29199708.000000 Penalty: 6136.941406
	Iteration 30Q: 3 clusters Score -2.919971e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201358 members 
Mstep: Class 2 contains 34944 members 
Entering Unmasked Estep 
Score: -29199698.000000 Penalty: 6136.941406
	Iteration 31Q: 3 clusters Score -2.91997e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202912 members 
Mstep: Class 2 contains 33390 members 
Entering Unmasked Estep 
Score: -29199740.000000 Penalty: 6136.941406
	Iteration 32Q: 3 clusters Score -2.919974e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204438 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -29199932.000000 Penalty: 6136.941406
	Iteration 33Q: 3 clusters Score -2.919993e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206016 members 
Mstep: Class 2 contains 30286 members 
Entering Unmasked Estep 
Score: -29199846.000000 Penalty: 6136.941406
	Iteration 34Q: 3 clusters Score -2.919985e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207650 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -29199708.000000 Penalty: 6136.941406
	Iteration 35Q: 3 clusters Score -2.919971e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209247 members 
Mstep: Class 2 contains 27055 members 
Entering Unmasked Estep 
Score: -29199734.000000 Penalty: 6136.941406
	Iteration 36Q: 3 clusters Score -2.919973e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210800 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -29199954.000000 Penalty: 6136.941406
	Iteration 37Q: 3 clusters Score -2.919995e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212328 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -29199884.000000 Penalty: 6136.941406
	Iteration 38Q: 3 clusters Score -2.919988e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213811 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -29199896.000000 Penalty: 6136.941406
	Iteration 39Q: 3 clusters Score -2.91999e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215233 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -29199958.000000 Penalty: 6136.941406
	Iteration 40F: 3 clusters Score -2.919996e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216609 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -29199936.000000 Penalty: 6136.941406
	Iteration 41Q: 3 clusters Score -2.919994e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217944 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -29199924.000000 Penalty: 6136.941406
	Iteration 42Q: 3 clusters Score -2.919992e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219218 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -29199858.000000 Penalty: 6136.941406
	Iteration 43Q: 3 clusters Score -2.919986e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220364 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -29199750.000000 Penalty: 6136.941406
	Iteration 44Q: 3 clusters Score -2.919975e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221470 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -29199840.000000 Penalty: 6136.941406
	Iteration 45Q: 3 clusters Score -2.919984e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222591 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -29199942.000000 Penalty: 6136.941406
	Iteration 46Q: 3 clusters Score -2.919994e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223638 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -29200092.000000 Penalty: 6136.941406
	Iteration 47Q: 3 clusters Score -2.920009e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224685 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -29200094.000000 Penalty: 6136.941406
	Iteration 48Q: 3 clusters Score -2.920009e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225640 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -29200174.000000 Penalty: 6136.941406
	Iteration 49Q: 3 clusters Score -2.920017e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226515 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -29200242.000000 Penalty: 6136.941406
	Iteration 50Q: 3 clusters Score -2.920024e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227332 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -29200162.000000 Penalty: 6136.941406
	Iteration 51Q: 3 clusters Score -2.920016e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228090 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -29200226.000000 Penalty: 6136.941406
	Iteration 52Q: 3 clusters Score -2.920023e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228762 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -29200292.000000 Penalty: 6136.941406
	Iteration 53Q: 3 clusters Score -2.920029e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229365 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -29200346.000000 Penalty: 6136.941406
	Iteration 54Q: 3 clusters Score -2.920035e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229939 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -29200390.000000 Penalty: 6136.941406
	Iteration 55Q: 3 clusters Score -2.920039e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230442 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -29200390.000000 Penalty: 6136.941406
	Iteration 56Q: 3 clusters Score -2.920039e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230876 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -29200426.000000 Penalty: 6136.941406
	Iteration 57Q: 3 clusters Score -2.920043e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231279 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -29200478.000000 Penalty: 6136.941406
	Iteration 58Q: 3 clusters Score -2.920048e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231656 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -29200522.000000 Penalty: 6136.941406
	Iteration 59Q: 3 clusters Score -2.920052e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231990 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -29200500.000000 Penalty: 6136.941406
	Iteration 60F: 3 clusters Score -2.92005e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232297 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -29200554.000000 Penalty: 6136.941406
	Iteration 61Q: 3 clusters Score -2.920055e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232551 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -29200530.000000 Penalty: 6136.941406
	Iteration 62Q: 3 clusters Score -2.920053e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232774 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -29200502.000000 Penalty: 6136.941406
	Iteration 63Q: 3 clusters Score -2.92005e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232931 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -29200512.000000 Penalty: 6136.941406
	Iteration 64Q: 3 clusters Score -2.920051e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233058 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -29200508.000000 Penalty: 6136.941406
	Iteration 65Q: 3 clusters Score -2.920051e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233160 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -29200484.000000 Penalty: 6136.941406
	Iteration 66Q: 3 clusters Score -2.920048e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233246 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -29200540.000000 Penalty: 6136.941406
	Iteration 67Q: 3 clusters Score -2.920054e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233322 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -29200490.000000 Penalty: 6136.941406
	Iteration 68Q: 3 clusters Score -2.920049e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233385 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -29200472.000000 Penalty: 6136.941406
	Iteration 69Q: 3 clusters Score -2.920047e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233456 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -29200518.000000 Penalty: 6136.941406
	Iteration 70Q: 3 clusters Score -2.920052e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233513 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -29200498.000000 Penalty: 6136.941406
	Iteration 71Q: 3 clusters Score -2.92005e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233571 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -29200522.000000 Penalty: 6136.941406
	Iteration 72Q: 3 clusters Score -2.920052e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233638 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -29200532.000000 Penalty: 6136.941406
	Iteration 73Q: 3 clusters Score -2.920053e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233709 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -29200560.000000 Penalty: 6136.941406
	Iteration 74Q: 3 clusters Score -2.920056e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233766 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -29200566.000000 Penalty: 6136.941406
	Iteration 75Q: 3 clusters Score -2.920057e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233827 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -29200586.000000 Penalty: 6136.941406
	Iteration 76Q: 3 clusters Score -2.920059e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233878 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -29200608.000000 Penalty: 6136.941406
	Iteration 77Q: 3 clusters Score -2.920061e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233932 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -29200612.000000 Penalty: 6136.941406
	Iteration 78Q: 3 clusters Score -2.920061e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233981 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -29200582.000000 Penalty: 6136.941406
	Iteration 79Q: 3 clusters Score -2.920058e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234030 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -29200600.000000 Penalty: 6136.941406
	Iteration 80F: 3 clusters Score -2.92006e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234069 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -29200580.000000 Penalty: 6136.941406
	Iteration 81Q: 3 clusters Score -2.920058e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234109 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -29200544.000000 Penalty: 6136.941406
	Iteration 82Q: 3 clusters Score -2.920054e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234149 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -29200544.000000 Penalty: 6136.941406
	Iteration 83Q: 3 clusters Score -2.920054e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234185 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -29200546.000000 Penalty: 6136.941406
	Iteration 84Q: 3 clusters Score -2.920055e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234209 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -29200564.000000 Penalty: 6136.941406
	Iteration 85Q: 3 clusters Score -2.920056e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234234 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -29200546.000000 Penalty: 6136.941406
	Iteration 86Q: 3 clusters Score -2.920055e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234252 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -29200542.000000 Penalty: 6136.941406
	Iteration 87Q: 3 clusters Score -2.920054e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234265 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -29200548.000000 Penalty: 6136.941406
	Iteration 88Q: 3 clusters Score -2.920055e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234275 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -29200548.000000 Penalty: 6136.941406
	Iteration 89Q: 3 clusters Score -2.920055e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234285 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -29200564.000000 Penalty: 6136.941406
	Iteration 90Q: 3 clusters Score -2.920056e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234298 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -29200560.000000 Penalty: 6136.941406
	Iteration 91Q: 3 clusters Score -2.920056e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234312 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -29200574.000000 Penalty: 6136.941406
	Iteration 92Q: 3 clusters Score -2.920057e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234328 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -29200554.000000 Penalty: 6136.941406
	Iteration 93Q: 3 clusters Score -2.920055e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234343 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -29200578.000000 Penalty: 6136.941406
	Iteration 94Q: 3 clusters Score -2.920058e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234355 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -29200592.000000 Penalty: 6136.941406
	Iteration 95Q: 3 clusters Score -2.920059e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234364 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -29200590.000000 Penalty: 6136.941406
	Iteration 96Q: 3 clusters Score -2.920059e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234374 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -29200580.000000 Penalty: 6136.941406
	Iteration 97Q: 3 clusters Score -2.920058e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234381 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -29200568.000000 Penalty: 6136.941406
	Iteration 98Q: 3 clusters Score -2.920057e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234388 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -29200568.000000 Penalty: 6136.941406
	Iteration 99Q: 3 clusters Score -2.920057e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234395 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -29200566.000000 Penalty: 6136.941406
	Iteration 100F: 3 clusters Score -2.920057e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234398 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -29200586.000000 Penalty: 6136.941406
	Iteration 101Q: 3 clusters Score -2.920059e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234402 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -29200598.000000 Penalty: 6136.941406
	Iteration 102Q: 3 clusters Score -2.92006e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234409 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -29200596.000000 Penalty: 6136.941406
	Iteration 103Q: 3 clusters Score -2.92006e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234417 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -29200578.000000 Penalty: 6136.941406
	Iteration 104Q: 3 clusters Score -2.920058e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234421 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -29200574.000000 Penalty: 6136.941406
	Iteration 105Q: 3 clusters Score -2.920057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234423 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -29200564.000000 Penalty: 6136.941406
	Iteration 106Q: 3 clusters Score -2.920056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234426 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -29200572.000000 Penalty: 6136.941406
	Iteration 107Q: 3 clusters Score -2.920057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234429 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -29200574.000000 Penalty: 6136.941406
	Iteration 108Q: 3 clusters Score -2.920057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234429 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -29200572.000000 Penalty: 6136.941406
	Iteration 109Q: 3 clusters Score -2.920057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234432 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -29200566.000000 Penalty: 6136.941406
	Iteration 110Q: 3 clusters Score -2.920057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234435 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -29200566.000000 Penalty: 6136.941406
	Iteration 111Q: 3 clusters Score -2.920057e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234439 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -29200574.000000 Penalty: 6136.941406
	Iteration 112Q: 3 clusters Score -2.920057e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234441 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -29200572.000000 Penalty: 6136.941406
	Iteration 113Q: 3 clusters Score -2.920057e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234447 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -29200564.000000 Penalty: 6136.941406
	Iteration 114Q: 3 clusters Score -2.920056e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234454 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -29200562.000000 Penalty: 6136.941406
	Iteration 115Q: 3 clusters Score -2.920056e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234459 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -29200582.000000 Penalty: 6136.941406
	Iteration 116Q: 3 clusters Score -2.920058e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234462 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -29200574.000000 Penalty: 6136.941406
	Iteration 117Q: 3 clusters Score -2.920057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234465 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -29200562.000000 Penalty: 6136.941406
	Iteration 118Q: 3 clusters Score -2.920056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234466 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -29200560.000000 Penalty: 6136.941406
	Iteration 119Q: 3 clusters Score -2.920056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234468 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -29200572.000000 Penalty: 6136.941406
	Iteration 120F: 3 clusters Score -2.920057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234467 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -29200570.000000 Penalty: 6136.941406
	Iteration 121Q: 3 clusters Score -2.920057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234469 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -29200562.000000 Penalty: 6136.941406
	Iteration 122Q: 3 clusters Score -2.920056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234470 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -29200572.000000 Penalty: 6136.941406
	Iteration 123Q: 3 clusters Score -2.920057e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234470 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -29200572.000000 Penalty: 6136.941406
	Iteration 124F: 3 clusters Score -2.920057e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Entering Unmasked Estep 
Score: -1498845.500000 Penalty: 2342.305420
	Iteration 0F: 2 clusters Score -1498846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1489404.125000 Penalty: 4684.610840
	Iteration 0F: 3 clusters Score -1489404 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1492411.000000 Penalty: 4684.610840
	Iteration 1F: 3 clusters Score -1492411 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1492891.625000 Penalty: 4684.610840
	Iteration 2F: 3 clusters Score -1492892 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1493370.375000 Penalty: 4684.610840
	Iteration 3F: 3 clusters Score -1493370 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1493901.250000 Penalty: 4684.610840
	Iteration 4F: 3 clusters Score -1493901 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1494439.000000 Penalty: 4684.610840
	Iteration 5F: 3 clusters Score -1494439 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1494954.250000 Penalty: 4684.610840
	Iteration 6F: 3 clusters Score -1494954 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1495454.500000 Penalty: 4684.610840
	Iteration 7F: 3 clusters Score -1495454 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1495877.500000 Penalty: 4684.610840
	Iteration 8F: 3 clusters Score -1495878 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1496211.375000 Penalty: 4684.610840
	Iteration 9Q: 3 clusters Score -1496211 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1496509.000000 Penalty: 4684.610840
	Iteration 10Q: 3 clusters Score -1496509 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1496735.000000 Penalty: 4684.610840
	Iteration 11Q: 3 clusters Score -1496735 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1496934.250000 Penalty: 4684.610840
	Iteration 12Q: 3 clusters Score -1496934 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1497045.375000 Penalty: 4684.610840
	Iteration 13Q: 3 clusters Score -1497045 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1497129.875000 Penalty: 4684.610840
	Iteration 14Q: 3 clusters Score -1497130 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1497218.500000 Penalty: 4684.610840
	Iteration 15Q: 3 clusters Score -1497218 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1497277.000000 Penalty: 4684.610840
	Iteration 16Q: 3 clusters Score -1497277 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1497334.250000 Penalty: 4684.610840
	Iteration 17Q: 3 clusters Score -1497334 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1497379.500000 Penalty: 4684.610840
	Iteration 18Q: 3 clusters Score -1497380 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1497426.750000 Penalty: 4684.610840
	Iteration 19Q: 3 clusters Score -1497427 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1497468.250000 Penalty: 4684.610840
	Iteration 20F: 3 clusters Score -1497468 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1497496.875000 Penalty: 4684.610840
	Iteration 21Q: 3 clusters Score -1497497 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1497522.125000 Penalty: 4684.610840
	Iteration 22Q: 3 clusters Score -1497522 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1497560.125000 Penalty: 4684.610840
	Iteration 23Q: 3 clusters Score -1497560 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1497592.750000 Penalty: 4684.610840
	Iteration 24Q: 3 clusters Score -1497593 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1497632.750000 Penalty: 4684.610840
	Iteration 25Q: 3 clusters Score -1497633 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1497686.750000 Penalty: 4684.610840
	Iteration 26Q: 3 clusters Score -1497687 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1497722.375000 Penalty: 4684.610840
	Iteration 27Q: 3 clusters Score -1497722 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1497744.750000 Penalty: 4684.610840
	Iteration 28Q: 3 clusters Score -1497745 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1497768.250000 Penalty: 4684.610840
	Iteration 29Q: 3 clusters Score -1497768 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1497788.250000 Penalty: 4684.610840
	Iteration 30Q: 3 clusters Score -1497788 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1497811.000000 Penalty: 4684.610840
	Iteration 31Q: 3 clusters Score -1497811 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1497834.375000 Penalty: 4684.610840
	Iteration 32Q: 3 clusters Score -1497834 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1497851.625000 Penalty: 4684.610840
	Iteration 33Q: 3 clusters Score -1497852 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1497867.125000 Penalty: 4684.610840
	Iteration 34Q: 3 clusters Score -1497867 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1497892.500000 Penalty: 4684.610840
	Iteration 35Q: 3 clusters Score -1497892 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1497905.750000 Penalty: 4684.610840
	Iteration 36Q: 3 clusters Score -1497906 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1497920.625000 Penalty: 4684.610840
	Iteration 37Q: 3 clusters Score -1497921 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1497932.625000 Penalty: 4684.610840
	Iteration 38Q: 3 clusters Score -1497933 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1497945.750000 Penalty: 4684.610840
	Iteration 39Q: 3 clusters Score -1497946 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1497952.000000 Penalty: 4684.610840
	Iteration 40F: 3 clusters Score -1497952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1497956.625000 Penalty: 4684.610840
	Iteration 41Q: 3 clusters Score -1497957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1497963.375000 Penalty: 4684.610840
	Iteration 42Q: 3 clusters Score -1497963 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1497966.875000 Penalty: 4684.610840
	Iteration 43Q: 3 clusters Score -1497967 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1497975.250000 Penalty: 4684.610840
	Iteration 44Q: 3 clusters Score -1497975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1497975.125000 Penalty: 4684.610840
	Iteration 45Q: 3 clusters Score -1497975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1497976.000000 Penalty: 4684.610840
	Iteration 46Q: 3 clusters Score -1497976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1497977.500000 Penalty: 4684.610840
	Iteration 47Q: 3 clusters Score -1497978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1497977.500000 Penalty: 4684.610840
	Iteration 48F: 3 clusters Score -1497978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (158332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158332 members 
Entering Unmasked Estep 
Score: -19280544.000000 Penalty: 2969.167480
	Iteration 0F: 2 clusters Score -1.928054e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79344 members 
Mstep: Class 2 contains 78988 members 
Entering Unmasked Estep 
Score: -19174908.000000 Penalty: 5938.334961
	Iteration 0F: 3 clusters Score -1.917491e+07 nChanged 75423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81783 members 
Mstep: Class 2 contains 76549 members 
Entering Unmasked Estep 
Score: -19219176.000000 Penalty: 5938.334961
	Iteration 1F: 3 clusters Score -1.921918e+07 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83317 members 
Mstep: Class 2 contains 75015 members 
Entering Unmasked Estep 
Score: -19220598.000000 Penalty: 5938.334961
	Iteration 2Q: 3 clusters Score -1.92206e+07 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85647 members 
Mstep: Class 2 contains 72685 members 
Entering Unmasked Estep 
Score: -19222380.000000 Penalty: 5938.334961
	Iteration 3Q: 3 clusters Score -1.922238e+07 nChanged 6336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89359 members 
Mstep: Class 2 contains 68973 members 
Entering Unmasked Estep 
Score: -19224782.000000 Penalty: 5938.334961
	Iteration 4Q: 3 clusters Score -1.922478e+07 nChanged 7561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94774 members 
Mstep: Class 2 contains 63558 members 
Entering Unmasked Estep 
Score: -19228228.000000 Penalty: 5938.334961
	Iteration 5Q: 3 clusters Score -1.922823e+07 nChanged 8850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102280 members 
Mstep: Class 2 contains 56052 members 
Entering Unmasked Estep 
Score: -19233000.000000 Penalty: 5938.334961
	Iteration 6F: 3 clusters Score -1.9233e+07 nChanged 10526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112138 members 
Mstep: Class 2 contains 46194 members 
Entering Unmasked Estep 
Score: -19239980.000000 Penalty: 5938.334961
	Iteration 7F: 3 clusters Score -1.923998e+07 nChanged 12111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124023 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
Score: -19249344.000000 Penalty: 5938.334961
	Iteration 8F: 3 clusters Score -1.924934e+07 nChanged 11961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135932 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -19259064.000000 Penalty: 5938.334961
	Iteration 9F: 3 clusters Score -1.925906e+07 nChanged 9855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145779 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -19267696.000000 Penalty: 5938.334961
	Iteration 10F: 3 clusters Score -1.92677e+07 nChanged 6438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152217 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -19273340.000000 Penalty: 5938.334961
	Iteration 11Q: 3 clusters Score -1.927334e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155528 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -19275954.000000 Penalty: 5938.334961
	Iteration 12Q: 3 clusters Score -1.927595e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156903 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -19276982.000000 Penalty: 5938.334961
	Iteration 13Q: 3 clusters Score -1.927698e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157440 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -19277408.000000 Penalty: 5938.334961
	Iteration 14Q: 3 clusters Score -1.927741e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157666 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -19277622.000000 Penalty: 5938.334961
	Iteration 15Q: 3 clusters Score -1.927762e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157787 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -19277734.000000 Penalty: 5938.334961
	Iteration 16Q: 3 clusters Score -1.927773e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157834 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -19277824.000000 Penalty: 5938.334961
	Iteration 17Q: 3 clusters Score -1.927782e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157858 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -19277838.000000 Penalty: 5938.334961
	Iteration 18Q: 3 clusters Score -1.927784e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157871 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -19277874.000000 Penalty: 5938.334961
	Iteration 19Q: 3 clusters Score -1.927787e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157875 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -19277878.000000 Penalty: 5938.334961
	Iteration 20F: 3 clusters Score -1.927788e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157886 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -19277900.000000 Penalty: 5938.334961
	Iteration 21Q: 3 clusters Score -1.92779e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157893 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -19277922.000000 Penalty: 5938.334961
	Iteration 22Q: 3 clusters Score -1.927792e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157899 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -19277928.000000 Penalty: 5938.334961
	Iteration 23Q: 3 clusters Score -1.927793e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157901 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -19277934.000000 Penalty: 5938.334961
	Iteration 24Q: 3 clusters Score -1.927793e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157902 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -19277930.000000 Penalty: 5938.334961
	Iteration 25Q: 3 clusters Score -1.927793e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157906 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -19277944.000000 Penalty: 5938.334961
	Iteration 26Q: 3 clusters Score -1.927794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157908 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -19277952.000000 Penalty: 5938.334961
	Iteration 27Q: 3 clusters Score -1.927795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157908 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -19277958.000000 Penalty: 5938.334961
	Iteration 28Q: 3 clusters Score -1.927796e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157908 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -19277958.000000 Penalty: 5938.334961
	Iteration 29F: 3 clusters Score -1.927796e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Entering Unmasked Estep 
Score: -1766722.375000 Penalty: 2377.353271
	Iteration 0F: 2 clusters Score -1766722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1756212.000000 Penalty: 4754.706543
	Iteration 0F: 3 clusters Score -1756212 nChanged 6216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1759440.125000 Penalty: 4754.706543
	Iteration 1F: 3 clusters Score -1759440 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1759740.750000 Penalty: 4754.706543
	Iteration 2F: 3 clusters Score -1759741 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1759980.375000 Penalty: 4754.706543
	Iteration 3Q: 3 clusters Score -1759980 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1760217.750000 Penalty: 4754.706543
	Iteration 4Q: 3 clusters Score -1760218 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1760492.375000 Penalty: 4754.706543
	Iteration 5Q: 3 clusters Score -1760492 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1760817.000000 Penalty: 4754.706543
	Iteration 6Q: 3 clusters Score -1760817 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1761199.250000 Penalty: 4754.706543
	Iteration 7Q: 3 clusters Score -1761199 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1761625.625000 Penalty: 4754.706543
	Iteration 8F: 3 clusters Score -1761626 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1762065.625000 Penalty: 4754.706543
	Iteration 9Q: 3 clusters Score -1762066 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1762529.000000 Penalty: 4754.706543
	Iteration 10Q: 3 clusters Score -1762529 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1762976.625000 Penalty: 4754.706543
	Iteration 11Q: 3 clusters Score -1762977 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1763369.625000 Penalty: 4754.706543
	Iteration 12Q: 3 clusters Score -1763370 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -1763668.000000 Penalty: 4754.706543
	Iteration 13Q: 3 clusters Score -1763668 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -1763922.500000 Penalty: 4754.706543
	Iteration 14Q: 3 clusters Score -1763922 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -1764139.250000 Penalty: 4754.706543
	Iteration 15Q: 3 clusters Score -1764139 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -1764284.500000 Penalty: 4754.706543
	Iteration 16Q: 3 clusters Score -1764284 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -1764380.250000 Penalty: 4754.706543
	Iteration 17Q: 3 clusters Score -1764380 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -1764446.375000 Penalty: 4754.706543
	Iteration 18Q: 3 clusters Score -1764446 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -1764489.625000 Penalty: 4754.706543
	Iteration 19Q: 3 clusters Score -1764490 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -1764539.625000 Penalty: 4754.706543
	Iteration 20F: 3 clusters Score -1764540 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -1764579.625000 Penalty: 4754.706543
	Iteration 21Q: 3 clusters Score -1764580 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -1764613.500000 Penalty: 4754.706543
	Iteration 22Q: 3 clusters Score -1764614 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -1764629.250000 Penalty: 4754.706543
	Iteration 23Q: 3 clusters Score -1764629 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -1764641.375000 Penalty: 4754.706543
	Iteration 24Q: 3 clusters Score -1764641 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -1764659.000000 Penalty: 4754.706543
	Iteration 25Q: 3 clusters Score -1764659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -1764667.500000 Penalty: 4754.706543
	Iteration 26Q: 3 clusters Score -1764668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -1764675.250000 Penalty: 4754.706543
	Iteration 27Q: 3 clusters Score -1764675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -1764686.000000 Penalty: 4754.706543
	Iteration 28Q: 3 clusters Score -1764686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -1764692.750000 Penalty: 4754.706543
	Iteration 29Q: 3 clusters Score -1764693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -1764697.375000 Penalty: 4754.706543
	Iteration 30Q: 3 clusters Score -1764697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -1764701.125000 Penalty: 4754.706543
	Iteration 31Q: 3 clusters Score -1764701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -1764699.625000 Penalty: 4754.706543
	Iteration 32Q: 3 clusters Score -1764700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -1764706.000000 Penalty: 4754.706543
	Iteration 33Q: 3 clusters Score -1764706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -1764708.000000 Penalty: 4754.706543
	Iteration 34Q: 3 clusters Score -1764708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -1764718.125000 Penalty: 4754.706543
	Iteration 35Q: 3 clusters Score -1764718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -1764725.625000 Penalty: 4754.706543
	Iteration 36Q: 3 clusters Score -1764726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -1764727.750000 Penalty: 4754.706543
	Iteration 37Q: 3 clusters Score -1764728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -1764727.500000 Penalty: 4754.706543
	Iteration 38Q: 3 clusters Score -1764728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -1764728.500000 Penalty: 4754.706543
	Iteration 39Q: 3 clusters Score -1764728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -1764727.000000 Penalty: 4754.706543
	Iteration 40F: 3 clusters Score -1764727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -1764729.625000 Penalty: 4754.706543
	Iteration 41Q: 3 clusters Score -1764730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -1764733.625000 Penalty: 4754.706543
	Iteration 42Q: 3 clusters Score -1764734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -1764735.750000 Penalty: 4754.706543
	Iteration 43Q: 3 clusters Score -1764736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -1764736.125000 Penalty: 4754.706543
	Iteration 44Q: 3 clusters Score -1764736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -1764737.250000 Penalty: 4754.706543
	Iteration 45Q: 3 clusters Score -1764737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -1764737.250000 Penalty: 4754.706543
	Iteration 46F: 3 clusters Score -1764737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Entering Unmasked Estep 
Score: -1185919.000000 Penalty: 2288.953857
	Iteration 0F: 2 clusters Score -1185919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1178122.250000 Penalty: 4577.907715
	Iteration 0F: 3 clusters Score -1178122 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1180364.250000 Penalty: 4577.907715
	Iteration 1F: 3 clusters Score -1180364 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1180712.875000 Penalty: 4577.907715
	Iteration 2F: 3 clusters Score -1180713 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1180972.625000 Penalty: 4577.907715
	Iteration 3F: 3 clusters Score -1180973 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1181221.000000 Penalty: 4577.907715
	Iteration 4Q: 3 clusters Score -1181221 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1181473.500000 Penalty: 4577.907715
	Iteration 5Q: 3 clusters Score -1181474 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1181754.500000 Penalty: 4577.907715
	Iteration 6Q: 3 clusters Score -1181754 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1182128.500000 Penalty: 4577.907715
	Iteration 7Q: 3 clusters Score -1182128 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1182578.000000 Penalty: 4577.907715
	Iteration 8F: 3 clusters Score -1182578 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1182966.500000 Penalty: 4577.907715
	Iteration 9Q: 3 clusters Score -1182966 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1183254.875000 Penalty: 4577.907715
	Iteration 10Q: 3 clusters Score -1183255 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1183458.625000 Penalty: 4577.907715
	Iteration 11Q: 3 clusters Score -1183459 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1183592.375000 Penalty: 4577.907715
	Iteration 12Q: 3 clusters Score -1183592 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1183669.375000 Penalty: 4577.907715
	Iteration 13Q: 3 clusters Score -1183669 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1183755.375000 Penalty: 4577.907715
	Iteration 14Q: 3 clusters Score -1183755 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1183818.500000 Penalty: 4577.907715
	Iteration 15Q: 3 clusters Score -1183818 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1183868.500000 Penalty: 4577.907715
	Iteration 16Q: 3 clusters Score -1183868 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1183906.875000 Penalty: 4577.907715
	Iteration 17Q: 3 clusters Score -1183907 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1183938.875000 Penalty: 4577.907715
	Iteration 18Q: 3 clusters Score -1183939 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1183964.875000 Penalty: 4577.907715
	Iteration 19Q: 3 clusters Score -1183965 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1183985.875000 Penalty: 4577.907715
	Iteration 20F: 3 clusters Score -1183986 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1184004.125000 Penalty: 4577.907715
	Iteration 21Q: 3 clusters Score -1184004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1184009.625000 Penalty: 4577.907715
	Iteration 22Q: 3 clusters Score -1184010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1184014.500000 Penalty: 4577.907715
	Iteration 23Q: 3 clusters Score -1184014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1184025.500000 Penalty: 4577.907715
	Iteration 24Q: 3 clusters Score -1184026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1184032.250000 Penalty: 4577.907715
	Iteration 25Q: 3 clusters Score -1184032 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1184049.875000 Penalty: 4577.907715
	Iteration 26Q: 3 clusters Score -1184050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1184071.375000 Penalty: 4577.907715
	Iteration 27Q: 3 clusters Score -1184071 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1184083.250000 Penalty: 4577.907715
	Iteration 28Q: 3 clusters Score -1184083 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1184094.875000 Penalty: 4577.907715
	Iteration 29Q: 3 clusters Score -1184095 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1184105.500000 Penalty: 4577.907715
	Iteration 30Q: 3 clusters Score -1184106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1184109.375000 Penalty: 4577.907715
	Iteration 31Q: 3 clusters Score -1184109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1184112.125000 Penalty: 4577.907715
	Iteration 32Q: 3 clusters Score -1184112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1184114.125000 Penalty: 4577.907715
	Iteration 33Q: 3 clusters Score -1184114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1184117.000000 Penalty: 4577.907715
	Iteration 34Q: 3 clusters Score -1184117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1184122.625000 Penalty: 4577.907715
	Iteration 35Q: 3 clusters Score -1184123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1184123.625000 Penalty: 4577.907715
	Iteration 36Q: 3 clusters Score -1184124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1184123.625000 Penalty: 4577.907715
	Iteration 37F: 3 clusters Score -1184124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Entering Unmasked Estep 
Score: -988788.375000 Penalty: 2228.173096
	Iteration 0F: 2 clusters Score -988788.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -982401.375000 Penalty: 4456.346191
	Iteration 0F: 3 clusters Score -982401.4 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -984028.312500 Penalty: 4456.346191
	Iteration 1F: 3 clusters Score -984028.3 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -984259.375000 Penalty: 4456.346191
	Iteration 2F: 3 clusters Score -984259.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -984415.250000 Penalty: 4456.346191
	Iteration 3Q: 3 clusters Score -984415.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -984510.812500 Penalty: 4456.346191
	Iteration 4Q: 3 clusters Score -984510.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -984582.000000 Penalty: 4456.346191
	Iteration 5Q: 3 clusters Score -984582 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -984635.750000 Penalty: 4456.346191
	Iteration 6Q: 3 clusters Score -984635.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -984677.125000 Penalty: 4456.346191
	Iteration 7Q: 3 clusters Score -984677.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -984719.125000 Penalty: 4456.346191
	Iteration 8Q: 3 clusters Score -984719.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -984747.687500 Penalty: 4456.346191
	Iteration 9Q: 3 clusters Score -984747.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -984773.000000 Penalty: 4456.346191
	Iteration 10Q: 3 clusters Score -984773 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -984803.250000 Penalty: 4456.346191
	Iteration 11Q: 3 clusters Score -984803.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -984835.750000 Penalty: 4456.346191
	Iteration 12Q: 3 clusters Score -984835.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -984862.875000 Penalty: 4456.346191
	Iteration 13Q: 3 clusters Score -984862.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -984893.937500 Penalty: 4456.346191
	Iteration 14Q: 3 clusters Score -984893.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -984926.750000 Penalty: 4456.346191
	Iteration 15Q: 3 clusters Score -984926.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -984967.687500 Penalty: 4456.346191
	Iteration 16Q: 3 clusters Score -984967.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -985003.875000 Penalty: 4456.346191
	Iteration 17Q: 3 clusters Score -985003.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -985053.187500 Penalty: 4456.346191
	Iteration 18Q: 3 clusters Score -985053.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -985113.187500 Penalty: 4456.346191
	Iteration 19Q: 3 clusters Score -985113.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -985185.812500 Penalty: 4456.346191
	Iteration 20F: 3 clusters Score -985185.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -985267.812500 Penalty: 4456.346191
	Iteration 21Q: 3 clusters Score -985267.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -985369.562500 Penalty: 4456.346191
	Iteration 22Q: 3 clusters Score -985369.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -985493.687500 Penalty: 4456.346191
	Iteration 23Q: 3 clusters Score -985493.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -985648.187500 Penalty: 4456.346191
	Iteration 24Q: 3 clusters Score -985648.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -985838.062500 Penalty: 4456.346191
	Iteration 25Q: 3 clusters Score -985838.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -986022.937500 Penalty: 4456.346191
	Iteration 26Q: 3 clusters Score -986022.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -986189.312500 Penalty: 4456.346191
	Iteration 27Q: 3 clusters Score -986189.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -986336.625000 Penalty: 4456.346191
	Iteration 28Q: 3 clusters Score -986336.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -986463.750000 Penalty: 4456.346191
	Iteration 29Q: 3 clusters Score -986463.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -986553.875000 Penalty: 4456.346191
	Iteration 30Q: 3 clusters Score -986553.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -986620.875000 Penalty: 4456.346191
	Iteration 31Q: 3 clusters Score -986620.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -986657.750000 Penalty: 4456.346191
	Iteration 32Q: 3 clusters Score -986657.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -986684.500000 Penalty: 4456.346191
	Iteration 33Q: 3 clusters Score -986684.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -986701.562500 Penalty: 4456.346191
	Iteration 34Q: 3 clusters Score -986701.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -986723.375000 Penalty: 4456.346191
	Iteration 35Q: 3 clusters Score -986723.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -986738.500000 Penalty: 4456.346191
	Iteration 36Q: 3 clusters Score -986738.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -986753.875000 Penalty: 4456.346191
	Iteration 37Q: 3 clusters Score -986753.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -986764.937500 Penalty: 4456.346191
	Iteration 38Q: 3 clusters Score -986764.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -986770.187500 Penalty: 4456.346191
	Iteration 39Q: 3 clusters Score -986770.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -986771.187500 Penalty: 4456.346191
	Iteration 40F: 3 clusters Score -986771.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -986775.750000 Penalty: 4456.346191
	Iteration 41Q: 3 clusters Score -986775.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -986780.312500 Penalty: 4456.346191
	Iteration 42Q: 3 clusters Score -986780.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -986781.062500 Penalty: 4456.346191
	Iteration 43Q: 3 clusters Score -986781.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -986783.625000 Penalty: 4456.346191
	Iteration 44Q: 3 clusters Score -986783.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -986784.500000 Penalty: 4456.346191
	Iteration 45Q: 3 clusters Score -986784.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -986784.500000 Penalty: 4456.346191
	Iteration 46F: 3 clusters Score -986784.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Entering Unmasked Estep 
Score: -1061048.000000 Penalty: 2254.678223
	Iteration 0F: 2 clusters Score -1061048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1054103.125000 Penalty: 4509.356445
	Iteration 0F: 3 clusters Score -1054103 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1056063.750000 Penalty: 4509.356445
	Iteration 1F: 3 clusters Score -1056064 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1056355.750000 Penalty: 4509.356445
	Iteration 2F: 3 clusters Score -1056356 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1056604.250000 Penalty: 4509.356445
	Iteration 3F: 3 clusters Score -1056604 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1056818.125000 Penalty: 4509.356445
	Iteration 4Q: 3 clusters Score -1056818 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1056992.875000 Penalty: 4509.356445
	Iteration 5Q: 3 clusters Score -1056993 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1057166.625000 Penalty: 4509.356445
	Iteration 6Q: 3 clusters Score -1057167 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1057370.250000 Penalty: 4509.356445
	Iteration 7Q: 3 clusters Score -1057370 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1057728.000000 Penalty: 4509.356445
	Iteration 8Q: 3 clusters Score -1057728 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1058237.375000 Penalty: 4509.356445
	Iteration 9F: 3 clusters Score -1058237 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1058858.875000 Penalty: 4509.356445
	Iteration 10F: 3 clusters Score -1058859 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1059540.750000 Penalty: 4509.356445
	Iteration 11F: 3 clusters Score -1059541 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1059986.250000 Penalty: 4509.356445
	Iteration 12F: 3 clusters Score -1059986 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1060249.125000 Penalty: 4509.356445
	Iteration 13Q: 3 clusters Score -1060249 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1060376.500000 Penalty: 4509.356445
	Iteration 14Q: 3 clusters Score -1060376 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1060426.250000 Penalty: 4509.356445
	Iteration 15Q: 3 clusters Score -1060426 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1060463.875000 Penalty: 4509.356445
	Iteration 16Q: 3 clusters Score -1060464 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1060479.375000 Penalty: 4509.356445
	Iteration 17Q: 3 clusters Score -1060479 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1060487.625000 Penalty: 4509.356445
	Iteration 18Q: 3 clusters Score -1060488 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1060497.500000 Penalty: 4509.356445
	Iteration 19Q: 3 clusters Score -1060498 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1060502.125000 Penalty: 4509.356445
	Iteration 20F: 3 clusters Score -1060502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1060507.875000 Penalty: 4509.356445
	Iteration 21Q: 3 clusters Score -1060508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1060511.125000 Penalty: 4509.356445
	Iteration 22Q: 3 clusters Score -1060511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1060513.625000 Penalty: 4509.356445
	Iteration 23Q: 3 clusters Score -1060514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1060515.250000 Penalty: 4509.356445
	Iteration 24Q: 3 clusters Score -1060515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1060518.000000 Penalty: 4509.356445
	Iteration 25Q: 3 clusters Score -1060518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1060519.875000 Penalty: 4509.356445
	Iteration 26Q: 3 clusters Score -1060520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1060520.750000 Penalty: 4509.356445
	Iteration 27Q: 3 clusters Score -1060521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1060523.750000 Penalty: 4509.356445
	Iteration 28Q: 3 clusters Score -1060524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1060522.625000 Penalty: 4509.356445
	Iteration 29Q: 3 clusters Score -1060523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1060525.375000 Penalty: 4509.356445
	Iteration 30Q: 3 clusters Score -1060525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1060523.500000 Penalty: 4509.356445
	Iteration 31Q: 3 clusters Score -1060524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1060526.125000 Penalty: 4509.356445
	Iteration 32Q: 3 clusters Score -1060526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1060525.250000 Penalty: 4509.356445
	Iteration 33Q: 3 clusters Score -1060525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1060524.875000 Penalty: 4509.356445
	Iteration 34Q: 3 clusters Score -1060525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1060525.000000 Penalty: 4509.356445
	Iteration 35Q: 3 clusters Score -1060525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1060525.500000 Penalty: 4509.356445
	Iteration 36Q: 3 clusters Score -1060526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1060525.375000 Penalty: 4509.356445
	Iteration 37Q: 3 clusters Score -1060525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1060527.875000 Penalty: 4509.356445
	Iteration 38Q: 3 clusters Score -1060528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1060527.000000 Penalty: 4509.356445
	Iteration 39Q: 3 clusters Score -1060527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1060525.500000 Penalty: 4509.356445
	Iteration 40F: 3 clusters Score -1060526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1060525.875000 Penalty: 4509.356445
	Iteration 41Q: 3 clusters Score -1060526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1060529.125000 Penalty: 4509.356445
	Iteration 42Q: 3 clusters Score -1060529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1060529.500000 Penalty: 4509.356445
	Iteration 43Q: 3 clusters Score -1060530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1060529.500000 Penalty: 4509.356445
	Iteration 44F: 3 clusters Score -1060530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Entering Unmasked Estep 
Score: -1008956.125000 Penalty: 2245.922607
	Iteration 0F: 2 clusters Score -1008956 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 4368 members 
Entering Unmasked Estep 
Score: -1002211.062500 Penalty: 4491.845215
	Iteration 0F: 3 clusters Score -1002211 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1004272.375000 Penalty: 4491.845215
	Iteration 1F: 3 clusters Score -1004272 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1004723.812500 Penalty: 4491.845215
	Iteration 2F: 3 clusters Score -1004724 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1005082.812500 Penalty: 4491.845215
	Iteration 3F: 3 clusters Score -1005083 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1005369.062500 Penalty: 4491.845215
	Iteration 4F: 3 clusters Score -1005369 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1005611.375000 Penalty: 4491.845215
	Iteration 5Q: 3 clusters Score -1005611 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1005820.250000 Penalty: 4491.845215
	Iteration 6Q: 3 clusters Score -1005820 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1006001.125000 Penalty: 4491.845215
	Iteration 7Q: 3 clusters Score -1006001 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1006152.687500 Penalty: 4491.845215
	Iteration 8Q: 3 clusters Score -1006153 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1006278.312500 Penalty: 4491.845215
	Iteration 9Q: 3 clusters Score -1006278 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1006403.875000 Penalty: 4491.845215
	Iteration 10Q: 3 clusters Score -1006404 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1006510.875000 Penalty: 4491.845215
	Iteration 11Q: 3 clusters Score -1006511 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1006608.625000 Penalty: 4491.845215
	Iteration 12Q: 3 clusters Score -1006609 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1006699.937500 Penalty: 4491.845215
	Iteration 13Q: 3 clusters Score -1006700 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1006763.062500 Penalty: 4491.845215
	Iteration 14Q: 3 clusters Score -1006763 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1006822.250000 Penalty: 4491.845215
	Iteration 15Q: 3 clusters Score -1006822 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1006891.750000 Penalty: 4491.845215
	Iteration 16Q: 3 clusters Score -1006892 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1006948.500000 Penalty: 4491.845215
	Iteration 17Q: 3 clusters Score -1006948 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1007000.937500 Penalty: 4491.845215
	Iteration 18Q: 3 clusters Score -1007001 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1007039.125000 Penalty: 4491.845215
	Iteration 19Q: 3 clusters Score -1007039 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1007069.312500 Penalty: 4491.845215
	Iteration 20F: 3 clusters Score -1007069 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1007092.937500 Penalty: 4491.845215
	Iteration 21Q: 3 clusters Score -1007093 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1007111.687500 Penalty: 4491.845215
	Iteration 22Q: 3 clusters Score -1007112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1007124.125000 Penalty: 4491.845215
	Iteration 23Q: 3 clusters Score -1007124 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1007137.312500 Penalty: 4491.845215
	Iteration 24Q: 3 clusters Score -1007137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1007147.562500 Penalty: 4491.845215
	Iteration 25Q: 3 clusters Score -1007148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1007156.562500 Penalty: 4491.845215
	Iteration 26Q: 3 clusters Score -1007157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1007160.250000 Penalty: 4491.845215
	Iteration 27Q: 3 clusters Score -1007160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1007166.625000 Penalty: 4491.845215
	Iteration 28Q: 3 clusters Score -1007167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1007166.312500 Penalty: 4491.845215
	Iteration 29Q: 3 clusters Score -1007166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1007168.250000 Penalty: 4491.845215
	Iteration 30Q: 3 clusters Score -1007168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1007169.250000 Penalty: 4491.845215
	Iteration 31Q: 3 clusters Score -1007169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1007172.125000 Penalty: 4491.845215
	Iteration 32Q: 3 clusters Score -1007172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1007177.312500 Penalty: 4491.845215
	Iteration 33Q: 3 clusters Score -1007177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1007180.437500 Penalty: 4491.845215
	Iteration 34Q: 3 clusters Score -1007180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1007187.750000 Penalty: 4491.845215
	Iteration 35Q: 3 clusters Score -1007188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1007187.562500 Penalty: 4491.845215
	Iteration 36Q: 3 clusters Score -1007188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1007190.812500 Penalty: 4491.845215
	Iteration 37Q: 3 clusters Score -1007191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1007193.125000 Penalty: 4491.845215
	Iteration 38Q: 3 clusters Score -1007193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1007195.937500 Penalty: 4491.845215
	Iteration 39Q: 3 clusters Score -1007196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1007200.437500 Penalty: 4491.845215
	Iteration 40F: 3 clusters Score -1007200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1007202.125000 Penalty: 4491.845215
	Iteration 41Q: 3 clusters Score -1007202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1007203.687500 Penalty: 4491.845215
	Iteration 42Q: 3 clusters Score -1007204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1007207.000000 Penalty: 4491.845215
	Iteration 43Q: 3 clusters Score -1007207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1007208.562500 Penalty: 4491.845215
	Iteration 44Q: 3 clusters Score -1007209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1007210.812500 Penalty: 4491.845215
	Iteration 45Q: 3 clusters Score -1007211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1007217.187500 Penalty: 4491.845215
	Iteration 46Q: 3 clusters Score -1007217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1007219.125000 Penalty: 4491.845215
	Iteration 47Q: 3 clusters Score -1007219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1007217.312500 Penalty: 4491.845215
	Iteration 48Q: 3 clusters Score -1007217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1007218.437500 Penalty: 4491.845215
	Iteration 49Q: 3 clusters Score -1007218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1007218.437500 Penalty: 4491.845215
	Iteration 50F: 3 clusters Score -1007218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Entering Unmasked Estep 
Score: -507209.031250 Penalty: 2091.639160
	Iteration 0F: 2 clusters Score -507209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -502941.093750 Penalty: 4183.278320
	Iteration 0F: 3 clusters Score -502941.1 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -503931.187500 Penalty: 4183.278320
	Iteration 1F: 3 clusters Score -503931.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -504207.218750 Penalty: 4183.278320
	Iteration 2F: 3 clusters Score -504207.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -504406.625000 Penalty: 4183.278320
	Iteration 3F: 3 clusters Score -504406.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -504557.843750 Penalty: 4183.278320
	Iteration 4Q: 3 clusters Score -504557.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -504723.968750 Penalty: 4183.278320
	Iteration 5Q: 3 clusters Score -504724 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -504877.781250 Penalty: 4183.278320
	Iteration 6Q: 3 clusters Score -504877.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -505065.000000 Penalty: 4183.278320
	Iteration 7Q: 3 clusters Score -505065 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -505254.406250 Penalty: 4183.278320
	Iteration 8Q: 3 clusters Score -505254.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -505395.218750 Penalty: 4183.278320
	Iteration 9Q: 3 clusters Score -505395.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -505494.468750 Penalty: 4183.278320
	Iteration 10Q: 3 clusters Score -505494.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -505561.406250 Penalty: 4183.278320
	Iteration 11Q: 3 clusters Score -505561.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -505628.375000 Penalty: 4183.278320
	Iteration 12Q: 3 clusters Score -505628.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -505666.562500 Penalty: 4183.278320
	Iteration 13Q: 3 clusters Score -505666.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -505709.593750 Penalty: 4183.278320
	Iteration 14Q: 3 clusters Score -505709.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -505749.000000 Penalty: 4183.278320
	Iteration 15Q: 3 clusters Score -505749 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -505785.562500 Penalty: 4183.278320
	Iteration 16Q: 3 clusters Score -505785.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -505825.125000 Penalty: 4183.278320
	Iteration 17Q: 3 clusters Score -505825.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -505857.531250 Penalty: 4183.278320
	Iteration 18Q: 3 clusters Score -505857.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -505872.281250 Penalty: 4183.278320
	Iteration 19Q: 3 clusters Score -505872.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -505882.875000 Penalty: 4183.278320
	Iteration 20F: 3 clusters Score -505882.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -505892.968750 Penalty: 4183.278320
	Iteration 21Q: 3 clusters Score -505893 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -505905.843750 Penalty: 4183.278320
	Iteration 22Q: 3 clusters Score -505905.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -505912.875000 Penalty: 4183.278320
	Iteration 23Q: 3 clusters Score -505912.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -505919.062500 Penalty: 4183.278320
	Iteration 24Q: 3 clusters Score -505919.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -505926.250000 Penalty: 4183.278320
	Iteration 25Q: 3 clusters Score -505926.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -505936.437500 Penalty: 4183.278320
	Iteration 26Q: 3 clusters Score -505936.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -505948.437500 Penalty: 4183.278320
	Iteration 27Q: 3 clusters Score -505948.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -505950.218750 Penalty: 4183.278320
	Iteration 28Q: 3 clusters Score -505950.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -505950.218750 Penalty: 4183.278320
	Iteration 29F: 3 clusters Score -505950.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (320742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320742 members 
Entering Unmasked Estep 
Score: -39016492.000000 Penalty: 3144.241211
	Iteration 0F: 2 clusters Score -3.901649e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160211 members 
Mstep: Class 2 contains 160531 members 
Entering Unmasked Estep 
Score: -38832912.000000 Penalty: 6288.482422
	Iteration 0F: 3 clusters Score -3.883291e+07 nChanged 155394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161931 members 
Mstep: Class 2 contains 158811 members 
Entering Unmasked Estep 
Score: -38925028.000000 Penalty: 6288.482422
	Iteration 1F: 3 clusters Score -3.892503e+07 nChanged 9037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163230 members 
Mstep: Class 2 contains 157512 members 
Entering Unmasked Estep 
Score: -38927092.000000 Penalty: 6288.482422
	Iteration 2Q: 3 clusters Score -3.892709e+07 nChanged 10361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165371 members 
Mstep: Class 2 contains 155371 members 
Entering Unmasked Estep 
Score: -38929788.000000 Penalty: 6288.482422
	Iteration 3Q: 3 clusters Score -3.892979e+07 nChanged 12254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168571 members 
Mstep: Class 2 contains 152171 members 
Entering Unmasked Estep 
Score: -38933916.000000 Penalty: 6288.482422
	Iteration 4Q: 3 clusters Score -3.893392e+07 nChanged 14366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172899 members 
Mstep: Class 2 contains 147843 members 
Entering Unmasked Estep 
Score: -38938868.000000 Penalty: 6288.482422
	Iteration 5Q: 3 clusters Score -3.893887e+07 nChanged 15687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177884 members 
Mstep: Class 2 contains 142858 members 
Entering Unmasked Estep 
Score: -38944344.000000 Penalty: 6288.482422
	Iteration 6Q: 3 clusters Score -3.894434e+07 nChanged 16336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183574 members 
Mstep: Class 2 contains 137168 members 
Entering Unmasked Estep 
Score: -38950112.000000 Penalty: 6288.482422
	Iteration 7F: 3 clusters Score -3.895011e+07 nChanged 16417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189875 members 
Mstep: Class 2 contains 130867 members 
Entering Unmasked Estep 
Score: -38955176.000000 Penalty: 6288.482422
	Iteration 8F: 3 clusters Score -3.895518e+07 nChanged 15665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196878 members 
Mstep: Class 2 contains 123864 members 
Entering Unmasked Estep 
Score: -38960320.000000 Penalty: 6288.482422
	Iteration 9Q: 3 clusters Score -3.896032e+07 nChanged 14379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204387 members 
Mstep: Class 2 contains 116355 members 
Entering Unmasked Estep 
Score: -38963936.000000 Penalty: 6288.482422
	Iteration 10Q: 3 clusters Score -3.896394e+07 nChanged 12803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212542 members 
Mstep: Class 2 contains 108200 members 
Entering Unmasked Estep 
Score: -38966796.000000 Penalty: 6288.482422
	Iteration 11Q: 3 clusters Score -3.89668e+07 nChanged 11439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221105 members 
Mstep: Class 2 contains 99637 members 
Entering Unmasked Estep 
Score: -38969116.000000 Penalty: 6288.482422
	Iteration 12Q: 3 clusters Score -3.896912e+07 nChanged 10915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230270 members 
Mstep: Class 2 contains 90472 members 
Entering Unmasked Estep 
Score: -38971840.000000 Penalty: 6288.482422
	Iteration 13Q: 3 clusters Score -3.897184e+07 nChanged 10848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239842 members 
Mstep: Class 2 contains 80900 members 
Entering Unmasked Estep 
Score: -38974948.000000 Penalty: 6288.482422
	Iteration 14Q: 3 clusters Score -3.897495e+07 nChanged 10836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249440 members 
Mstep: Class 2 contains 71302 members 
Entering Unmasked Estep 
Score: -38979172.000000 Penalty: 6288.482422
	Iteration 15Q: 3 clusters Score -3.897917e+07 nChanged 10653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258519 members 
Mstep: Class 2 contains 62223 members 
Entering Unmasked Estep 
Score: -38984352.000000 Penalty: 6288.482422
	Iteration 16Q: 3 clusters Score -3.898435e+07 nChanged 9930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266125 members 
Mstep: Class 2 contains 54617 members 
Entering Unmasked Estep 
Score: -38990084.000000 Penalty: 6288.482422
	Iteration 17Q: 3 clusters Score -3.899008e+07 nChanged 8878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271431 members 
Mstep: Class 2 contains 49311 members 
Entering Unmasked Estep 
Score: -38995720.000000 Penalty: 6288.482422
	Iteration 18Q: 3 clusters Score -3.899572e+07 nChanged 7329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274736 members 
Mstep: Class 2 contains 46006 members 
Entering Unmasked Estep 
Score: -38999500.000000 Penalty: 6288.482422
	Iteration 19Q: 3 clusters Score -3.89995e+07 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276977 members 
Mstep: Class 2 contains 43765 members 
Entering Unmasked Estep 
Score: -39001276.000000 Penalty: 6288.482422
	Iteration 20F: 3 clusters Score -3.900128e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279067 members 
Mstep: Class 2 contains 41675 members 
Entering Unmasked Estep 
Score: -39002556.000000 Penalty: 6288.482422
	Iteration 21Q: 3 clusters Score -3.900256e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281030 members 
Mstep: Class 2 contains 39712 members 
Entering Unmasked Estep 
Score: -39003624.000000 Penalty: 6288.482422
	Iteration 22Q: 3 clusters Score -3.900362e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282951 members 
Mstep: Class 2 contains 37791 members 
Entering Unmasked Estep 
Score: -39004616.000000 Penalty: 6288.482422
	Iteration 23Q: 3 clusters Score -3.900462e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284900 members 
Mstep: Class 2 contains 35842 members 
Entering Unmasked Estep 
Score: -39005336.000000 Penalty: 6288.482422
	Iteration 24Q: 3 clusters Score -3.900534e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286798 members 
Mstep: Class 2 contains 33944 members 
Entering Unmasked Estep 
Score: -39006256.000000 Penalty: 6288.482422
	Iteration 25Q: 3 clusters Score -3.900626e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288583 members 
Mstep: Class 2 contains 32159 members 
Entering Unmasked Estep 
Score: -39007280.000000 Penalty: 6288.482422
	Iteration 26Q: 3 clusters Score -3.900728e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290271 members 
Mstep: Class 2 contains 30471 members 
Entering Unmasked Estep 
Score: -39008264.000000 Penalty: 6288.482422
	Iteration 27Q: 3 clusters Score -3.900826e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291893 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -39009296.000000 Penalty: 6288.482422
	Iteration 28Q: 3 clusters Score -3.90093e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293381 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -39010252.000000 Penalty: 6288.482422
	Iteration 29Q: 3 clusters Score -3.901025e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294794 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -39010896.000000 Penalty: 6288.482422
	Iteration 30Q: 3 clusters Score -3.90109e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296106 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -39011712.000000 Penalty: 6288.482422
	Iteration 31Q: 3 clusters Score -3.901171e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297383 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -39012348.000000 Penalty: 6288.482422
	Iteration 32Q: 3 clusters Score -3.901235e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298507 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -39012840.000000 Penalty: 6288.482422
	Iteration 33Q: 3 clusters Score -3.901284e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299589 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -39013284.000000 Penalty: 6288.482422
	Iteration 34Q: 3 clusters Score -3.901328e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300565 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -39013668.000000 Penalty: 6288.482422
	Iteration 35Q: 3 clusters Score -3.901367e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301488 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -39014032.000000 Penalty: 6288.482422
	Iteration 36Q: 3 clusters Score -3.901403e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302368 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -39014324.000000 Penalty: 6288.482422
	Iteration 37Q: 3 clusters Score -3.901432e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303181 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -39014528.000000 Penalty: 6288.482422
	Iteration 38Q: 3 clusters Score -3.901453e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303911 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -39014776.000000 Penalty: 6288.482422
	Iteration 39Q: 3 clusters Score -3.901478e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304603 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -39015036.000000 Penalty: 6288.482422
	Iteration 40F: 3 clusters Score -3.901504e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305276 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -39015264.000000 Penalty: 6288.482422
	Iteration 41Q: 3 clusters Score -3.901526e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305903 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -39015504.000000 Penalty: 6288.482422
	Iteration 42Q: 3 clusters Score -3.90155e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306459 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -39015792.000000 Penalty: 6288.482422
	Iteration 43Q: 3 clusters Score -3.901579e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306965 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -39015840.000000 Penalty: 6288.482422
	Iteration 44Q: 3 clusters Score -3.901584e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307414 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -39016000.000000 Penalty: 6288.482422
	Iteration 45Q: 3 clusters Score -3.9016e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307833 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -39016112.000000 Penalty: 6288.482422
	Iteration 46Q: 3 clusters Score -3.901611e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308215 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -39016192.000000 Penalty: 6288.482422
	Iteration 47Q: 3 clusters Score -3.901619e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308555 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -39016152.000000 Penalty: 6288.482422
	Iteration 48Q: 3 clusters Score -3.901615e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308848 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -39016180.000000 Penalty: 6288.482422
	Iteration 49Q: 3 clusters Score -3.901618e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309107 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -39016192.000000 Penalty: 6288.482422
	Iteration 50Q: 3 clusters Score -3.901619e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309336 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -39016236.000000 Penalty: 6288.482422
	Iteration 51Q: 3 clusters Score -3.901624e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309570 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -39016296.000000 Penalty: 6288.482422
	Iteration 52Q: 3 clusters Score -3.90163e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309776 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -39016344.000000 Penalty: 6288.482422
	Iteration 53Q: 3 clusters Score -3.901634e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309984 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -39016404.000000 Penalty: 6288.482422
	Iteration 54Q: 3 clusters Score -3.90164e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310169 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -39016468.000000 Penalty: 6288.482422
	Iteration 55Q: 3 clusters Score -3.901647e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310338 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -39016488.000000 Penalty: 6288.482422
	Iteration 56Q: 3 clusters Score -3.901649e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310498 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -39016472.000000 Penalty: 6288.482422
	Iteration 57Q: 3 clusters Score -3.901647e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310635 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -39016512.000000 Penalty: 6288.482422
	Iteration 58Q: 3 clusters Score -3.901651e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310768 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -39016492.000000 Penalty: 6288.482422
	Iteration 59Q: 3 clusters Score -3.901649e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310905 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -39016512.000000 Penalty: 6288.482422
	Iteration 60F: 3 clusters Score -3.901651e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311020 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -39016568.000000 Penalty: 6288.482422
	Iteration 61Q: 3 clusters Score -3.901657e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311121 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -39016616.000000 Penalty: 6288.482422
	Iteration 62Q: 3 clusters Score -3.901662e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311216 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -39016640.000000 Penalty: 6288.482422
	Iteration 63Q: 3 clusters Score -3.901664e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311309 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -39016596.000000 Penalty: 6288.482422
	Iteration 64Q: 3 clusters Score -3.90166e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311388 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -39016564.000000 Penalty: 6288.482422
	Iteration 65Q: 3 clusters Score -3.901656e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311450 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -39016536.000000 Penalty: 6288.482422
	Iteration 66Q: 3 clusters Score -3.901654e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311505 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -39016528.000000 Penalty: 6288.482422
	Iteration 67Q: 3 clusters Score -3.901653e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311549 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -39016504.000000 Penalty: 6288.482422
	Iteration 68Q: 3 clusters Score -3.90165e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311593 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -39016476.000000 Penalty: 6288.482422
	Iteration 69Q: 3 clusters Score -3.901648e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311634 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -39016472.000000 Penalty: 6288.482422
	Iteration 70Q: 3 clusters Score -3.901647e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311679 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -39016448.000000 Penalty: 6288.482422
	Iteration 71Q: 3 clusters Score -3.901645e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311726 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -39016420.000000 Penalty: 6288.482422
	Iteration 72Q: 3 clusters Score -3.901642e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311766 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -39016392.000000 Penalty: 6288.482422
	Iteration 73Q: 3 clusters Score -3.901639e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311796 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -39016396.000000 Penalty: 6288.482422
	Iteration 74Q: 3 clusters Score -3.90164e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311824 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -39016348.000000 Penalty: 6288.482422
	Iteration 75Q: 3 clusters Score -3.901635e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311849 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -39016352.000000 Penalty: 6288.482422
	Iteration 76Q: 3 clusters Score -3.901635e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311873 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -39016356.000000 Penalty: 6288.482422
	Iteration 77Q: 3 clusters Score -3.901636e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311897 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -39016360.000000 Penalty: 6288.482422
	Iteration 78Q: 3 clusters Score -3.901636e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311933 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -39016344.000000 Penalty: 6288.482422
	Iteration 79Q: 3 clusters Score -3.901634e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311972 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -39016340.000000 Penalty: 6288.482422
	Iteration 80F: 3 clusters Score -3.901634e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312019 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -39016304.000000 Penalty: 6288.482422
	Iteration 81Q: 3 clusters Score -3.90163e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312058 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -39016340.000000 Penalty: 6288.482422
	Iteration 82Q: 3 clusters Score -3.901634e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312080 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -39016320.000000 Penalty: 6288.482422
	Iteration 83Q: 3 clusters Score -3.901632e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312093 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -39016300.000000 Penalty: 6288.482422
	Iteration 84Q: 3 clusters Score -3.90163e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312113 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -39016328.000000 Penalty: 6288.482422
	Iteration 85Q: 3 clusters Score -3.901633e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312131 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -39016308.000000 Penalty: 6288.482422
	Iteration 86Q: 3 clusters Score -3.901631e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312145 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -39016276.000000 Penalty: 6288.482422
	Iteration 87Q: 3 clusters Score -3.901628e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312162 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -39016308.000000 Penalty: 6288.482422
	Iteration 88Q: 3 clusters Score -3.901631e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312172 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -39016272.000000 Penalty: 6288.482422
	Iteration 89Q: 3 clusters Score -3.901627e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312178 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -39016276.000000 Penalty: 6288.482422
	Iteration 90Q: 3 clusters Score -3.901628e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312188 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -39016268.000000 Penalty: 6288.482422
	Iteration 91Q: 3 clusters Score -3.901627e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312197 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -39016272.000000 Penalty: 6288.482422
	Iteration 92Q: 3 clusters Score -3.901627e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312204 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -39016292.000000 Penalty: 6288.482422
	Iteration 93Q: 3 clusters Score -3.901629e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312210 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -39016288.000000 Penalty: 6288.482422
	Iteration 94Q: 3 clusters Score -3.901629e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312219 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -39016320.000000 Penalty: 6288.482422
	Iteration 95Q: 3 clusters Score -3.901632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312223 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -39016288.000000 Penalty: 6288.482422
	Iteration 96Q: 3 clusters Score -3.901629e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312227 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -39016300.000000 Penalty: 6288.482422
	Iteration 97Q: 3 clusters Score -3.90163e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312231 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -39016296.000000 Penalty: 6288.482422
	Iteration 98Q: 3 clusters Score -3.90163e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312235 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -39016304.000000 Penalty: 6288.482422
	Iteration 99Q: 3 clusters Score -3.90163e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312237 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -39016292.000000 Penalty: 6288.482422
	Iteration 100F: 3 clusters Score -3.901629e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Entering Unmasked Estep 
Score: -637115.000000 Penalty: 2138.323730
	Iteration 0F: 2 clusters Score -637115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -632274.812500 Penalty: 4276.647461
	Iteration 0F: 3 clusters Score -632274.8 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -633578.062500 Penalty: 4276.647461
	Iteration 1F: 3 clusters Score -633578.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -633837.250000 Penalty: 4276.647461
	Iteration 2F: 3 clusters Score -633837.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -634069.312500 Penalty: 4276.647461
	Iteration 3F: 3 clusters Score -634069.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -634269.125000 Penalty: 4276.647461
	Iteration 4F: 3 clusters Score -634269.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -634446.250000 Penalty: 4276.647461
	Iteration 5Q: 3 clusters Score -634446.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -634647.250000 Penalty: 4276.647461
	Iteration 6Q: 3 clusters Score -634647.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -634807.187500 Penalty: 4276.647461
	Iteration 7Q: 3 clusters Score -634807.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -634926.125000 Penalty: 4276.647461
	Iteration 8Q: 3 clusters Score -634926.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -635003.625000 Penalty: 4276.647461
	Iteration 9Q: 3 clusters Score -635003.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -635057.812500 Penalty: 4276.647461
	Iteration 10Q: 3 clusters Score -635057.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -635117.812500 Penalty: 4276.647461
	Iteration 11Q: 3 clusters Score -635117.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -635168.187500 Penalty: 4276.647461
	Iteration 12Q: 3 clusters Score -635168.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -635221.625000 Penalty: 4276.647461
	Iteration 13Q: 3 clusters Score -635221.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -635260.187500 Penalty: 4276.647461
	Iteration 14Q: 3 clusters Score -635260.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -635306.000000 Penalty: 4276.647461
	Iteration 15Q: 3 clusters Score -635306 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -635342.500000 Penalty: 4276.647461
	Iteration 16Q: 3 clusters Score -635342.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -635371.812500 Penalty: 4276.647461
	Iteration 17Q: 3 clusters Score -635371.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -635400.187500 Penalty: 4276.647461
	Iteration 18Q: 3 clusters Score -635400.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -635427.312500 Penalty: 4276.647461
	Iteration 19Q: 3 clusters Score -635427.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -635445.375000 Penalty: 4276.647461
	Iteration 20F: 3 clusters Score -635445.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -635462.312500 Penalty: 4276.647461
	Iteration 21Q: 3 clusters Score -635462.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -635481.250000 Penalty: 4276.647461
	Iteration 22Q: 3 clusters Score -635481.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -635491.875000 Penalty: 4276.647461
	Iteration 23Q: 3 clusters Score -635491.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -635497.937500 Penalty: 4276.647461
	Iteration 24Q: 3 clusters Score -635497.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -635500.875000 Penalty: 4276.647461
	Iteration 25Q: 3 clusters Score -635500.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -635503.375000 Penalty: 4276.647461
	Iteration 26Q: 3 clusters Score -635503.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -635505.625000 Penalty: 4276.647461
	Iteration 27Q: 3 clusters Score -635505.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -635505.437500 Penalty: 4276.647461
	Iteration 28Q: 3 clusters Score -635505.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -635505.625000 Penalty: 4276.647461
	Iteration 29Q: 3 clusters Score -635505.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -635506.062500 Penalty: 4276.647461
	Iteration 30Q: 3 clusters Score -635506.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -635506.000000 Penalty: 4276.647461
	Iteration 31Q: 3 clusters Score -635506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -635506.125000 Penalty: 4276.647461
	Iteration 32Q: 3 clusters Score -635506.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -635506.125000 Penalty: 4276.647461
	Iteration 33F: 3 clusters Score -635506.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Entering Unmasked Estep 
Score: -66860.578125 Penalty: 1606.289185
	Iteration 0F: 2 clusters Score -66860.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -65192.324219 Penalty: 3212.578369
	Iteration 0F: 3 clusters Score -65192.32 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -65480.402344 Penalty: 3212.578369
	Iteration 1F: 3 clusters Score -65480.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -65687.906250 Penalty: 3212.578369
	Iteration 2F: 3 clusters Score -65687.91 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -65855.437500 Penalty: 3212.578369
	Iteration 3F: 3 clusters Score -65855.44 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -65984.882812 Penalty: 3212.578369
	Iteration 4Q: 3 clusters Score -65984.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -66093.039062 Penalty: 3212.578369
	Iteration 5Q: 3 clusters Score -66093.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -66190.656250 Penalty: 3212.578369
	Iteration 6Q: 3 clusters Score -66190.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -66328.039062 Penalty: 3212.578369
	Iteration 7Q: 3 clusters Score -66328.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -66403.109375 Penalty: 3212.578369
	Iteration 8Q: 3 clusters Score -66403.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -66449.914062 Penalty: 3212.578369
	Iteration 9Q: 3 clusters Score -66449.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -66476.945312 Penalty: 3212.578369
	Iteration 10Q: 3 clusters Score -66476.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -66501.187500 Penalty: 3212.578369
	Iteration 11Q: 3 clusters Score -66501.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -66535.242188 Penalty: 3212.578369
	Iteration 12Q: 3 clusters Score -66535.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -66582.507812 Penalty: 3212.578369
	Iteration 13Q: 3 clusters Score -66582.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -66627.367188 Penalty: 3212.578369
	Iteration 14Q: 3 clusters Score -66627.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -66680.710938 Penalty: 3212.578369
	Iteration 15Q: 3 clusters Score -66680.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -66757.460938 Penalty: 3212.578369
	Iteration 16Q: 3 clusters Score -66757.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -66883.617188 Penalty: 3212.578369
	Iteration 17Q: 3 clusters Score -66883.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -66967.265625 Penalty: 3212.578369
	Iteration 18Q: 3 clusters Score -66967.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -66993.156250 Penalty: 3212.578369
	Iteration 19Q: 3 clusters Score -66993.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -67033.250000 Penalty: 3212.578369
	Iteration 20F: 3 clusters Score -67033.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -67055.359375 Penalty: 3212.578369
	Iteration 21Q: 3 clusters Score -67055.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -67064.226562 Penalty: 3212.578369
	Iteration 22Q: 3 clusters Score -67064.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -67073.789062 Penalty: 3212.578369
	Iteration 23Q: 3 clusters Score -67073.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -67082.968750 Penalty: 3212.578369
	Iteration 24Q: 3 clusters Score -67082.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -67097.968750 Penalty: 3212.578369
	Iteration 25Q: 3 clusters Score -67097.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -67103.867188 Penalty: 3212.578369
	Iteration 26Q: 3 clusters Score -67103.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -67113.929688 Penalty: 3212.578369
	Iteration 27Q: 3 clusters Score -67113.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -67119.687500 Penalty: 3212.578369
	Iteration 28Q: 3 clusters Score -67119.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -67119.687500 Penalty: 3212.578369
	Iteration 29F: 3 clusters Score -67119.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 171385 members 
Mstep: Class 2 contains 676 members 
Mstep: Class 3 contains 11723 members 
Mstep: Class 4 contains 30887 members 
Mstep: Class 5 contains 81529 members 
Mstep: Class 6 contains 31541 members 
Mstep: Class 7 contains 9025 members 
Mstep: Class 8 contains 5894 members 
Mstep: Class 9 contains 55557 members 
Mstep: Class 10 contains 26717 members 
Mstep: Class 11 contains 14153 members 
Mstep: Class 12 contains 10139 members 
Mstep: Class 13 contains 236302 members 
Mstep: Class 14 contains 12642 members 
Mstep: Class 15 contains 158332 members 
Mstep: Class 16 contains 14561 members 
Mstep: Class 17 contains 10195 members 
Mstep: Class 18 contains 7979 members 
Mstep: Class 19 contains 8879 members 
Mstep: Class 20 contains 8571 members 
Mstep: Class 21 contains 4601 members 
Mstep: Class 22 contains 320742 members 
Mstep: Class 23 contains 5554 members 
Mstep: Class 24 contains 186 members 
Mstep: Class 25 contains 83807 members 
Mstep: Class 26 contains 823 members 
Mstep: Class 27 contains 83689 members 
Mstep: Class 28 contains 65794 members 
Mstep: Class 29 contains 4825 members 
Mstep: Class 30 contains 9136 members 
Mstep: Class 31 contains 6937 members 
Mstep: Class 32 contains 10486 members 
Mstep: Class 33 contains 41004 members 
Mstep: Class 34 contains 11992 members 
Mstep: Class 35 contains 2910 members 
Mstep: Class 36 contains 1429 members 
Mstep: Class 37 contains 8241 members 
Mstep: Class 38 contains 203436 members 
Mstep: Class 39 contains 212639 members 
Mstep: Class 40 contains 4760 members 
Mstep: Class 41 contains 464 members 
Entering Unmasked Estep 
Score: -235458192.000000 Penalty: 147473.906250
Splitting cluster 24 changes total score from -235456144.000000 to -235458192.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 25 (83807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83807 members 
Entering Unmasked Estep 
Score: -10226785.000000 Penalty: 2811.395508
	Iteration 0F: 2 clusters Score -1.022678e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42088 members 
Mstep: Class 2 contains 41719 members 
Entering Unmasked Estep 
Score: -10170610.000000 Penalty: 5622.791016
	Iteration 0F: 3 clusters Score -1.017061e+07 nChanged 39429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43923 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -10193029.000000 Penalty: 5622.791016
	Iteration 1F: 3 clusters Score -1.019303e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45261 members 
Mstep: Class 2 contains 38546 members 
Entering Unmasked Estep 
Score: -10193864.000000 Penalty: 5622.791016
	Iteration 2Q: 3 clusters Score -1.019386e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47434 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
Score: -10195156.000000 Penalty: 5622.791016
	Iteration 3Q: 3 clusters Score -1.019516e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50756 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
Score: -10197255.000000 Penalty: 5622.791016
	Iteration 4F: 3 clusters Score -1.019726e+07 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55528 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -10200566.000000 Penalty: 5622.791016
	Iteration 5F: 3 clusters Score -1.020057e+07 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61718 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -10205664.000000 Penalty: 5622.791016
	Iteration 6F: 3 clusters Score -1.020566e+07 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68259 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -10211811.000000 Penalty: 5622.791016
	Iteration 7F: 3 clusters Score -1.021181e+07 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73816 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -10217065.000000 Penalty: 5622.791016
	Iteration 8F: 3 clusters Score -1.021706e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77667 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -10220435.000000 Penalty: 5622.791016
	Iteration 9Q: 3 clusters Score -1.022044e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79994 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -10222470.000000 Penalty: 5622.791016
	Iteration 10Q: 3 clusters Score -1.022247e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81286 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -10223594.000000 Penalty: 5622.791016
	Iteration 11Q: 3 clusters Score -1.022359e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81968 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -10224168.000000 Penalty: 5622.791016
	Iteration 12Q: 3 clusters Score -1.022417e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82368 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -10224515.000000 Penalty: 5622.791016
	Iteration 13Q: 3 clusters Score -1.022452e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82563 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -10224668.000000 Penalty: 5622.791016
	Iteration 14Q: 3 clusters Score -1.022467e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82690 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -10224753.000000 Penalty: 5622.791016
	Iteration 15Q: 3 clusters Score -1.022475e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82755 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -10224804.000000 Penalty: 5622.791016
	Iteration 16Q: 3 clusters Score -1.02248e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82812 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -10224842.000000 Penalty: 5622.791016
	Iteration 17Q: 3 clusters Score -1.022484e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82846 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -10224848.000000 Penalty: 5622.791016
	Iteration 18Q: 3 clusters Score -1.022485e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82864 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -10224861.000000 Penalty: 5622.791016
	Iteration 19Q: 3 clusters Score -1.022486e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82872 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -10224875.000000 Penalty: 5622.791016
	Iteration 20F: 3 clusters Score -1.022488e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82887 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -10224898.000000 Penalty: 5622.791016
	Iteration 21Q: 3 clusters Score -1.02249e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82895 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -10224900.000000 Penalty: 5622.791016
	Iteration 22Q: 3 clusters Score -1.02249e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82900 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -10224898.000000 Penalty: 5622.791016
	Iteration 23Q: 3 clusters Score -1.02249e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82911 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -10224921.000000 Penalty: 5622.791016
	Iteration 24Q: 3 clusters Score -1.022492e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82923 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -10224919.000000 Penalty: 5622.791016
	Iteration 25Q: 3 clusters Score -1.022492e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82933 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -10224930.000000 Penalty: 5622.791016
	Iteration 26Q: 3 clusters Score -1.022493e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82936 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -10224932.000000 Penalty: 5622.791016
	Iteration 27Q: 3 clusters Score -1.022493e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82946 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -10224942.000000 Penalty: 5622.791016
	Iteration 28Q: 3 clusters Score -1.022494e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82951 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -10224949.000000 Penalty: 5622.791016
	Iteration 29Q: 3 clusters Score -1.022495e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82952 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -10224946.000000 Penalty: 5622.791016
	Iteration 30Q: 3 clusters Score -1.022495e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82954 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -10224960.000000 Penalty: 5622.791016
	Iteration 31Q: 3 clusters Score -1.022496e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82955 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -10224959.000000 Penalty: 5622.791016
	Iteration 32Q: 3 clusters Score -1.022496e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82960 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -10224972.000000 Penalty: 5622.791016
	Iteration 33Q: 3 clusters Score -1.022497e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82970 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -10224968.000000 Penalty: 5622.791016
	Iteration 34Q: 3 clusters Score -1.022497e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82975 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -10224983.000000 Penalty: 5622.791016
	Iteration 35Q: 3 clusters Score -1.022498e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82979 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -10224977.000000 Penalty: 5622.791016
	Iteration 36Q: 3 clusters Score -1.022498e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82986 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -10224976.000000 Penalty: 5622.791016
	Iteration 37Q: 3 clusters Score -1.022498e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82994 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -10224988.000000 Penalty: 5622.791016
	Iteration 38Q: 3 clusters Score -1.022499e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83003 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -10224995.000000 Penalty: 5622.791016
	Iteration 39Q: 3 clusters Score -1.0225e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83012 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -10225000.000000 Penalty: 5622.791016
	Iteration 40F: 3 clusters Score -1.0225e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83019 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -10224992.000000 Penalty: 5622.791016
	Iteration 41Q: 3 clusters Score -1.022499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83022 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -10224987.000000 Penalty: 5622.791016
	Iteration 42Q: 3 clusters Score -1.022499e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83025 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -10224990.000000 Penalty: 5622.791016
	Iteration 43Q: 3 clusters Score -1.022499e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83025 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -10224994.000000 Penalty: 5622.791016
	Iteration 44Q: 3 clusters Score -1.022499e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83029 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -10224994.000000 Penalty: 5622.791016
	Iteration 45Q: 3 clusters Score -1.022499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83032 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -10224992.000000 Penalty: 5622.791016
	Iteration 46Q: 3 clusters Score -1.022499e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83036 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -10224983.000000 Penalty: 5622.791016
	Iteration 47Q: 3 clusters Score -1.022498e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83039 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -10224989.000000 Penalty: 5622.791016
	Iteration 48Q: 3 clusters Score -1.022499e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83039 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -10224990.000000 Penalty: 5622.791016
	Iteration 49Q: 3 clusters Score -1.022499e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83040 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -10224998.000000 Penalty: 5622.791016
	Iteration 50Q: 3 clusters Score -1.0225e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83040 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -10224998.000000 Penalty: 5622.791016
	Iteration 51F: 3 clusters Score -1.0225e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Entering Unmasked Estep 
Score: -82827.218750 Penalty: 1664.813232
	Iteration 0F: 2 clusters Score -82827.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -81058.281250 Penalty: 3329.626465
	Iteration 0F: 3 clusters Score -81058.28 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -81373.929688 Penalty: 3329.626465
	Iteration 1F: 3 clusters Score -81373.93 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -81484.093750 Penalty: 3329.626465
	Iteration 2F: 3 clusters Score -81484.09 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -81533.617188 Penalty: 3329.626465
	Iteration 3Q: 3 clusters Score -81533.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -81552.585938 Penalty: 3329.626465
	Iteration 4Q: 3 clusters Score -81552.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -81573.835938 Penalty: 3329.626465
	Iteration 5Q: 3 clusters Score -81573.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -81585.367188 Penalty: 3329.626465
	Iteration 6Q: 3 clusters Score -81585.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -81594.859375 Penalty: 3329.626465
	Iteration 7Q: 3 clusters Score -81594.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -81603.437500 Penalty: 3329.626465
	Iteration 8Q: 3 clusters Score -81603.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -81610.710938 Penalty: 3329.626465
	Iteration 9Q: 3 clusters Score -81610.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -81615.820312 Penalty: 3329.626465
	Iteration 10Q: 3 clusters Score -81615.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -81616.250000 Penalty: 3329.626465
	Iteration 11Q: 3 clusters Score -81616.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -81618.750000 Penalty: 3329.626465
	Iteration 12Q: 3 clusters Score -81618.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -81622.265625 Penalty: 3329.626465
	Iteration 13Q: 3 clusters Score -81622.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -81625.890625 Penalty: 3329.626465
	Iteration 14Q: 3 clusters Score -81625.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -81635.164062 Penalty: 3329.626465
	Iteration 15Q: 3 clusters Score -81635.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -81642.523438 Penalty: 3329.626465
	Iteration 16Q: 3 clusters Score -81642.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -81648.304688 Penalty: 3329.626465
	Iteration 17Q: 3 clusters Score -81648.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -81651.734375 Penalty: 3329.626465
	Iteration 18Q: 3 clusters Score -81651.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -81658.000000 Penalty: 3329.626465
	Iteration 19Q: 3 clusters Score -81658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -81661.375000 Penalty: 3329.626465
	Iteration 20F: 3 clusters Score -81661.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -81663.578125 Penalty: 3329.626465
	Iteration 21Q: 3 clusters Score -81663.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -81663.578125 Penalty: 3329.626465
	Iteration 22F: 3 clusters Score -81663.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (83689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83689 members 
Entering Unmasked Estep 
Score: -10214947.000000 Penalty: 2811.045898
	Iteration 0F: 2 clusters Score -1.021495e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41451 members 
Mstep: Class 2 contains 42238 members 
Entering Unmasked Estep 
Score: -10159130.000000 Penalty: 5622.091797
	Iteration 0F: 3 clusters Score -1.015913e+07 nChanged 39102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 46544 members 
Entering Unmasked Estep 
Score: -10181896.000000 Penalty: 5622.091797
	Iteration 1F: 3 clusters Score -1.01819e+07 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34179 members 
Mstep: Class 2 contains 49510 members 
Entering Unmasked Estep 
Score: -10183714.000000 Penalty: 5622.091797
	Iteration 2Q: 3 clusters Score -1.018371e+07 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 53826 members 
Entering Unmasked Estep 
Score: -10186721.000000 Penalty: 5622.091797
	Iteration 3F: 3 clusters Score -1.018672e+07 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 59546 members 
Entering Unmasked Estep 
Score: -10191424.000000 Penalty: 5622.091797
	Iteration 4F: 3 clusters Score -1.019142e+07 nChanged 6921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 66017 members 
Entering Unmasked Estep 
Score: -10197228.000000 Penalty: 5622.091797
	Iteration 5F: 3 clusters Score -1.019723e+07 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 72052 members 
Entering Unmasked Estep 
Score: -10202957.000000 Penalty: 5622.091797
	Iteration 6F: 3 clusters Score -1.020296e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 76585 members 
Entering Unmasked Estep 
Score: -10207220.000000 Penalty: 5622.091797
	Iteration 7F: 3 clusters Score -1.020722e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 79410 members 
Entering Unmasked Estep 
Score: -10209611.000000 Penalty: 5622.091797
	Iteration 8Q: 3 clusters Score -1.020961e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 81018 members 
Entering Unmasked Estep 
Score: -10210907.000000 Penalty: 5622.091797
	Iteration 9Q: 3 clusters Score -1.021091e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 81882 members 
Entering Unmasked Estep 
Score: -10211610.000000 Penalty: 5622.091797
	Iteration 10Q: 3 clusters Score -1.021161e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 82326 members 
Entering Unmasked Estep 
Score: -10212045.000000 Penalty: 5622.091797
	Iteration 11Q: 3 clusters Score -1.021204e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 82535 members 
Entering Unmasked Estep 
Score: -10212308.000000 Penalty: 5622.091797
	Iteration 12Q: 3 clusters Score -1.021231e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 82627 members 
Entering Unmasked Estep 
Score: -10212527.000000 Penalty: 5622.091797
	Iteration 13Q: 3 clusters Score -1.021253e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 82667 members 
Entering Unmasked Estep 
Score: -10212757.000000 Penalty: 5622.091797
	Iteration 14Q: 3 clusters Score -1.021276e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 82664 members 
Entering Unmasked Estep 
Score: -10212998.000000 Penalty: 5622.091797
	Iteration 15Q: 3 clusters Score -1.0213e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 82610 members 
Entering Unmasked Estep 
Score: -10213254.000000 Penalty: 5622.091797
	Iteration 16Q: 3 clusters Score -1.021325e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 82560 members 
Entering Unmasked Estep 
Score: -10213535.000000 Penalty: 5622.091797
	Iteration 17Q: 3 clusters Score -1.021354e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 82454 members 
Entering Unmasked Estep 
Score: -10213768.000000 Penalty: 5622.091797
	Iteration 18Q: 3 clusters Score -1.021377e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 82357 members 
Entering Unmasked Estep 
Score: -10213979.000000 Penalty: 5622.091797
	Iteration 19Q: 3 clusters Score -1.021398e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 82264 members 
Entering Unmasked Estep 
Score: -10214133.000000 Penalty: 5622.091797
	Iteration 20F: 3 clusters Score -1.021413e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 82167 members 
Entering Unmasked Estep 
Score: -10214304.000000 Penalty: 5622.091797
	Iteration 21Q: 3 clusters Score -1.02143e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 82080 members 
Entering Unmasked Estep 
Score: -10214399.000000 Penalty: 5622.091797
	Iteration 22Q: 3 clusters Score -1.02144e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 82000 members 
Entering Unmasked Estep 
Score: -10214474.000000 Penalty: 5622.091797
	Iteration 23Q: 3 clusters Score -1.021447e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 81923 members 
Entering Unmasked Estep 
Score: -10214535.000000 Penalty: 5622.091797
	Iteration 24Q: 3 clusters Score -1.021454e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 81865 members 
Entering Unmasked Estep 
Score: -10214518.000000 Penalty: 5622.091797
	Iteration 25Q: 3 clusters Score -1.021452e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 81817 members 
Entering Unmasked Estep 
Score: -10214542.000000 Penalty: 5622.091797
	Iteration 26Q: 3 clusters Score -1.021454e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 81781 members 
Entering Unmasked Estep 
Score: -10214543.000000 Penalty: 5622.091797
	Iteration 27Q: 3 clusters Score -1.021454e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 81750 members 
Entering Unmasked Estep 
Score: -10214563.000000 Penalty: 5622.091797
	Iteration 28Q: 3 clusters Score -1.021456e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 81716 members 
Entering Unmasked Estep 
Score: -10214592.000000 Penalty: 5622.091797
	Iteration 29Q: 3 clusters Score -1.021459e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 81686 members 
Entering Unmasked Estep 
Score: -10214584.000000 Penalty: 5622.091797
	Iteration 30Q: 3 clusters Score -1.021458e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 81668 members 
Entering Unmasked Estep 
Score: -10214596.000000 Penalty: 5622.091797
	Iteration 31Q: 3 clusters Score -1.02146e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 81663 members 
Entering Unmasked Estep 
Score: -10214594.000000 Penalty: 5622.091797
	Iteration 32Q: 3 clusters Score -1.021459e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 81659 members 
Entering Unmasked Estep 
Score: -10214596.000000 Penalty: 5622.091797
	Iteration 33Q: 3 clusters Score -1.02146e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 81659 members 
Entering Unmasked Estep 
Score: -10214596.000000 Penalty: 5622.091797
	Iteration 34F: 3 clusters Score -1.02146e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (65794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65794 members 
Entering Unmasked Estep 
Score: -7396390.500000 Penalty: 2751.382324
	Iteration 0F: 2 clusters Score -7396390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 32968 members 
Entering Unmasked Estep 
Score: -7352567.500000 Penalty: 5502.764648
	Iteration 0F: 3 clusters Score -7352568 nChanged 30492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 32964 members 
Entering Unmasked Estep 
Score: -7370183.000000 Penalty: 5502.764648
	Iteration 1F: 3 clusters Score -7370183 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -7371167.000000 Penalty: 5502.764648
	Iteration 2Q: 3 clusters Score -7371167 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -7372394.500000 Penalty: 5502.764648
	Iteration 3Q: 3 clusters Score -7372394 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 33126 members 
Entering Unmasked Estep 
Score: -7373559.000000 Penalty: 5502.764648
	Iteration 4Q: 3 clusters Score -7373559 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32443 members 
Mstep: Class 2 contains 33351 members 
Entering Unmasked Estep 
Score: -7374912.000000 Penalty: 5502.764648
	Iteration 5Q: 3 clusters Score -7374912 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31980 members 
Mstep: Class 2 contains 33814 members 
Entering Unmasked Estep 
Score: -7376311.500000 Penalty: 5502.764648
	Iteration 6Q: 3 clusters Score -7376312 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31332 members 
Mstep: Class 2 contains 34462 members 
Entering Unmasked Estep 
Score: -7377709.000000 Penalty: 5502.764648
	Iteration 7Q: 3 clusters Score -7377709 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30493 members 
Mstep: Class 2 contains 35301 members 
Entering Unmasked Estep 
Score: -7378995.000000 Penalty: 5502.764648
	Iteration 8Q: 3 clusters Score -7378995 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29384 members 
Mstep: Class 2 contains 36410 members 
Entering Unmasked Estep 
Score: -7380289.000000 Penalty: 5502.764648
	Iteration 9Q: 3 clusters Score -7380289 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 37860 members 
Entering Unmasked Estep 
Score: -7381652.500000 Penalty: 5502.764648
	Iteration 10Q: 3 clusters Score -7381652 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 39548 members 
Entering Unmasked Estep 
Score: -7383291.000000 Penalty: 5502.764648
	Iteration 11Q: 3 clusters Score -7383291 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 41375 members 
Entering Unmasked Estep 
Score: -7385034.000000 Penalty: 5502.764648
	Iteration 12Q: 3 clusters Score -7385034 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 43186 members 
Entering Unmasked Estep 
Score: -7386678.500000 Penalty: 5502.764648
	Iteration 13Q: 3 clusters Score -7386678 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 44745 members 
Entering Unmasked Estep 
Score: -7388086.500000 Penalty: 5502.764648
	Iteration 14Q: 3 clusters Score -7388086 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 46067 members 
Entering Unmasked Estep 
Score: -7389141.500000 Penalty: 5502.764648
	Iteration 15Q: 3 clusters Score -7389142 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 47142 members 
Entering Unmasked Estep 
Score: -7389899.500000 Penalty: 5502.764648
	Iteration 16Q: 3 clusters Score -7389900 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 48078 members 
Entering Unmasked Estep 
Score: -7390510.500000 Penalty: 5502.764648
	Iteration 17Q: 3 clusters Score -7390510 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 48887 members 
Entering Unmasked Estep 
Score: -7390921.500000 Penalty: 5502.764648
	Iteration 18Q: 3 clusters Score -7390922 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 49562 members 
Entering Unmasked Estep 
Score: -7391273.000000 Penalty: 5502.764648
	Iteration 19Q: 3 clusters Score -7391273 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 50173 members 
Entering Unmasked Estep 
Score: -7391558.500000 Penalty: 5502.764648
	Iteration 20F: 3 clusters Score -7391558 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 50726 members 
Entering Unmasked Estep 
Score: -7391791.500000 Penalty: 5502.764648
	Iteration 21Q: 3 clusters Score -7391792 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 51219 members 
Entering Unmasked Estep 
Score: -7391979.000000 Penalty: 5502.764648
	Iteration 22Q: 3 clusters Score -7391979 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 51672 members 
Entering Unmasked Estep 
Score: -7392163.000000 Penalty: 5502.764648
	Iteration 23Q: 3 clusters Score -7392163 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 52092 members 
Entering Unmasked Estep 
Score: -7392312.000000 Penalty: 5502.764648
	Iteration 24Q: 3 clusters Score -7392312 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 52475 members 
Entering Unmasked Estep 
Score: -7392421.500000 Penalty: 5502.764648
	Iteration 25Q: 3 clusters Score -7392422 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 52827 members 
Entering Unmasked Estep 
Score: -7392516.500000 Penalty: 5502.764648
	Iteration 26Q: 3 clusters Score -7392516 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 53184 members 
Entering Unmasked Estep 
Score: -7392617.000000 Penalty: 5502.764648
	Iteration 27Q: 3 clusters Score -7392617 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 53499 members 
Entering Unmasked Estep 
Score: -7392702.000000 Penalty: 5502.764648
	Iteration 28Q: 3 clusters Score -7392702 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 53799 members 
Entering Unmasked Estep 
Score: -7392754.500000 Penalty: 5502.764648
	Iteration 29Q: 3 clusters Score -7392754 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 54112 members 
Entering Unmasked Estep 
Score: -7392836.000000 Penalty: 5502.764648
	Iteration 30Q: 3 clusters Score -7392836 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 54407 members 
Entering Unmasked Estep 
Score: -7392895.500000 Penalty: 5502.764648
	Iteration 31Q: 3 clusters Score -7392896 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 54728 members 
Entering Unmasked Estep 
Score: -7392987.500000 Penalty: 5502.764648
	Iteration 32Q: 3 clusters Score -7392988 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 55015 members 
Entering Unmasked Estep 
Score: -7393045.500000 Penalty: 5502.764648
	Iteration 33Q: 3 clusters Score -7393046 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 55298 members 
Entering Unmasked Estep 
Score: -7393114.500000 Penalty: 5502.764648
	Iteration 34Q: 3 clusters Score -7393114 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 55586 members 
Entering Unmasked Estep 
Score: -7393155.500000 Penalty: 5502.764648
	Iteration 35Q: 3 clusters Score -7393156 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 55875 members 
Entering Unmasked Estep 
Score: -7393200.500000 Penalty: 5502.764648
	Iteration 36Q: 3 clusters Score -7393200 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 56145 members 
Entering Unmasked Estep 
Score: -7393259.500000 Penalty: 5502.764648
	Iteration 37Q: 3 clusters Score -7393260 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 56394 members 
Entering Unmasked Estep 
Score: -7393297.000000 Penalty: 5502.764648
	Iteration 38Q: 3 clusters Score -7393297 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 56632 members 
Entering Unmasked Estep 
Score: -7393352.000000 Penalty: 5502.764648
	Iteration 39Q: 3 clusters Score -7393352 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 56883 members 
Entering Unmasked Estep 
Score: -7393401.500000 Penalty: 5502.764648
	Iteration 40F: 3 clusters Score -7393402 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 57156 members 
Entering Unmasked Estep 
Score: -7393451.500000 Penalty: 5502.764648
	Iteration 41Q: 3 clusters Score -7393452 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 57431 members 
Entering Unmasked Estep 
Score: -7393476.000000 Penalty: 5502.764648
	Iteration 42Q: 3 clusters Score -7393476 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 57686 members 
Entering Unmasked Estep 
Score: -7393544.000000 Penalty: 5502.764648
	Iteration 43Q: 3 clusters Score -7393544 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 57969 members 
Entering Unmasked Estep 
Score: -7393607.500000 Penalty: 5502.764648
	Iteration 44Q: 3 clusters Score -7393608 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 58242 members 
Entering Unmasked Estep 
Score: -7393669.500000 Penalty: 5502.764648
	Iteration 45Q: 3 clusters Score -7393670 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 58513 members 
Entering Unmasked Estep 
Score: -7393717.000000 Penalty: 5502.764648
	Iteration 46Q: 3 clusters Score -7393717 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 58785 members 
Entering Unmasked Estep 
Score: -7393788.500000 Penalty: 5502.764648
	Iteration 47Q: 3 clusters Score -7393788 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 59051 members 
Entering Unmasked Estep 
Score: -7393849.000000 Penalty: 5502.764648
	Iteration 48Q: 3 clusters Score -7393849 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 59329 members 
Entering Unmasked Estep 
Score: -7393931.500000 Penalty: 5502.764648
	Iteration 49Q: 3 clusters Score -7393932 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 59588 members 
Entering Unmasked Estep 
Score: -7394026.000000 Penalty: 5502.764648
	Iteration 50Q: 3 clusters Score -7394026 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 59844 members 
Entering Unmasked Estep 
Score: -7394105.000000 Penalty: 5502.764648
	Iteration 51Q: 3 clusters Score -7394105 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 60110 members 
Entering Unmasked Estep 
Score: -7394158.500000 Penalty: 5502.764648
	Iteration 52Q: 3 clusters Score -7394158 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 60373 members 
Entering Unmasked Estep 
Score: -7394226.000000 Penalty: 5502.764648
	Iteration 53Q: 3 clusters Score -7394226 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 60615 members 
Entering Unmasked Estep 
Score: -7394309.000000 Penalty: 5502.764648
	Iteration 54Q: 3 clusters Score -7394309 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 60849 members 
Entering Unmasked Estep 
Score: -7394382.000000 Penalty: 5502.764648
	Iteration 55Q: 3 clusters Score -7394382 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 61068 members 
Entering Unmasked Estep 
Score: -7394493.500000 Penalty: 5502.764648
	Iteration 56Q: 3 clusters Score -7394494 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 61280 members 
Entering Unmasked Estep 
Score: -7394518.000000 Penalty: 5502.764648
	Iteration 57Q: 3 clusters Score -7394518 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 61480 members 
Entering Unmasked Estep 
Score: -7394582.000000 Penalty: 5502.764648
	Iteration 58Q: 3 clusters Score -7394582 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 61652 members 
Entering Unmasked Estep 
Score: -7394627.000000 Penalty: 5502.764648
	Iteration 59Q: 3 clusters Score -7394627 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 61819 members 
Entering Unmasked Estep 
Score: -7394661.000000 Penalty: 5502.764648
	Iteration 60F: 3 clusters Score -7394661 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 61974 members 
Entering Unmasked Estep 
Score: -7394709.500000 Penalty: 5502.764648
	Iteration 61Q: 3 clusters Score -7394710 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 62141 members 
Entering Unmasked Estep 
Score: -7394769.500000 Penalty: 5502.764648
	Iteration 62Q: 3 clusters Score -7394770 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 62289 members 
Entering Unmasked Estep 
Score: -7394820.000000 Penalty: 5502.764648
	Iteration 63Q: 3 clusters Score -7394820 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 62424 members 
Entering Unmasked Estep 
Score: -7394858.500000 Penalty: 5502.764648
	Iteration 64Q: 3 clusters Score -7394858 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 62535 members 
Entering Unmasked Estep 
Score: -7394900.500000 Penalty: 5502.764648
	Iteration 65Q: 3 clusters Score -7394900 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 62625 members 
Entering Unmasked Estep 
Score: -7394923.000000 Penalty: 5502.764648
	Iteration 66Q: 3 clusters Score -7394923 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 62716 members 
Entering Unmasked Estep 
Score: -7394936.500000 Penalty: 5502.764648
	Iteration 67Q: 3 clusters Score -7394936 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 62799 members 
Entering Unmasked Estep 
Score: -7394964.500000 Penalty: 5502.764648
	Iteration 68Q: 3 clusters Score -7394964 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 62864 members 
Entering Unmasked Estep 
Score: -7394981.500000 Penalty: 5502.764648
	Iteration 69Q: 3 clusters Score -7394982 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 62941 members 
Entering Unmasked Estep 
Score: -7395003.500000 Penalty: 5502.764648
	Iteration 70Q: 3 clusters Score -7395004 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 62996 members 
Entering Unmasked Estep 
Score: -7395020.500000 Penalty: 5502.764648
	Iteration 71Q: 3 clusters Score -7395020 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 63031 members 
Entering Unmasked Estep 
Score: -7395041.000000 Penalty: 5502.764648
	Iteration 72Q: 3 clusters Score -7395041 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 63062 members 
Entering Unmasked Estep 
Score: -7395042.500000 Penalty: 5502.764648
	Iteration 73Q: 3 clusters Score -7395042 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 63090 members 
Entering Unmasked Estep 
Score: -7395046.500000 Penalty: 5502.764648
	Iteration 74Q: 3 clusters Score -7395046 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 63120 members 
Entering Unmasked Estep 
Score: -7395055.500000 Penalty: 5502.764648
	Iteration 75Q: 3 clusters Score -7395056 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 63139 members 
Entering Unmasked Estep 
Score: -7395071.000000 Penalty: 5502.764648
	Iteration 76Q: 3 clusters Score -7395071 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 63160 members 
Entering Unmasked Estep 
Score: -7395073.000000 Penalty: 5502.764648
	Iteration 77Q: 3 clusters Score -7395073 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 63185 members 
Entering Unmasked Estep 
Score: -7395079.000000 Penalty: 5502.764648
	Iteration 78Q: 3 clusters Score -7395079 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 63206 members 
Entering Unmasked Estep 
Score: -7395086.000000 Penalty: 5502.764648
	Iteration 79Q: 3 clusters Score -7395086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 63220 members 
Entering Unmasked Estep 
Score: -7395082.000000 Penalty: 5502.764648
	Iteration 80F: 3 clusters Score -7395082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 63230 members 
Entering Unmasked Estep 
Score: -7395088.500000 Penalty: 5502.764648
	Iteration 81Q: 3 clusters Score -7395088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 63238 members 
Entering Unmasked Estep 
Score: -7395093.500000 Penalty: 5502.764648
	Iteration 82Q: 3 clusters Score -7395094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 63244 members 
Entering Unmasked Estep 
Score: -7395097.500000 Penalty: 5502.764648
	Iteration 83Q: 3 clusters Score -7395098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 63249 members 
Entering Unmasked Estep 
Score: -7395094.500000 Penalty: 5502.764648
	Iteration 84Q: 3 clusters Score -7395094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 63255 members 
Entering Unmasked Estep 
Score: -7395095.500000 Penalty: 5502.764648
	Iteration 85Q: 3 clusters Score -7395096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 63266 members 
Entering Unmasked Estep 
Score: -7395092.000000 Penalty: 5502.764648
	Iteration 86Q: 3 clusters Score -7395092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 63275 members 
Entering Unmasked Estep 
Score: -7395096.500000 Penalty: 5502.764648
	Iteration 87Q: 3 clusters Score -7395096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 63279 members 
Entering Unmasked Estep 
Score: -7395086.500000 Penalty: 5502.764648
	Iteration 88Q: 3 clusters Score -7395086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 63287 members 
Entering Unmasked Estep 
Score: -7395086.000000 Penalty: 5502.764648
	Iteration 89Q: 3 clusters Score -7395086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 63291 members 
Entering Unmasked Estep 
Score: -7395095.500000 Penalty: 5502.764648
	Iteration 90Q: 3 clusters Score -7395096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 63296 members 
Entering Unmasked Estep 
Score: -7395096.500000 Penalty: 5502.764648
	Iteration 91Q: 3 clusters Score -7395096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 63300 members 
Entering Unmasked Estep 
Score: -7395095.000000 Penalty: 5502.764648
	Iteration 92Q: 3 clusters Score -7395095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 63309 members 
Entering Unmasked Estep 
Score: -7395096.000000 Penalty: 5502.764648
	Iteration 93Q: 3 clusters Score -7395096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 63314 members 
Entering Unmasked Estep 
Score: -7395110.000000 Penalty: 5502.764648
	Iteration 94Q: 3 clusters Score -7395110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 63319 members 
Entering Unmasked Estep 
Score: -7395107.000000 Penalty: 5502.764648
	Iteration 95Q: 3 clusters Score -7395107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 63321 members 
Entering Unmasked Estep 
Score: -7395097.500000 Penalty: 5502.764648
	Iteration 96Q: 3 clusters Score -7395098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 63323 members 
Entering Unmasked Estep 
Score: -7395105.000000 Penalty: 5502.764648
	Iteration 97Q: 3 clusters Score -7395105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 63325 members 
Entering Unmasked Estep 
Score: -7395103.000000 Penalty: 5502.764648
	Iteration 98Q: 3 clusters Score -7395103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 63330 members 
Entering Unmasked Estep 
Score: -7395107.500000 Penalty: 5502.764648
	Iteration 99Q: 3 clusters Score -7395108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 63338 members 
Entering Unmasked Estep 
Score: -7395106.500000 Penalty: 5502.764648
	Iteration 100F: 3 clusters Score -7395106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 63342 members 
Entering Unmasked Estep 
Score: -7395091.500000 Penalty: 5502.764648
	Iteration 101Q: 3 clusters Score -7395092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 63345 members 
Entering Unmasked Estep 
Score: -7395099.500000 Penalty: 5502.764648
	Iteration 102Q: 3 clusters Score -7395100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 63349 members 
Entering Unmasked Estep 
Score: -7395104.000000 Penalty: 5502.764648
	Iteration 103Q: 3 clusters Score -7395104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 63351 members 
Entering Unmasked Estep 
Score: -7395105.000000 Penalty: 5502.764648
	Iteration 104Q: 3 clusters Score -7395105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 63351 members 
Entering Unmasked Estep 
Score: -7395105.500000 Penalty: 5502.764648
	Iteration 105Q: 3 clusters Score -7395106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 63354 members 
Entering Unmasked Estep 
Score: -7395109.000000 Penalty: 5502.764648
	Iteration 106Q: 3 clusters Score -7395109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 63359 members 
Entering Unmasked Estep 
Score: -7395116.500000 Penalty: 5502.764648
	Iteration 107Q: 3 clusters Score -7395116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 63363 members 
Entering Unmasked Estep 
Score: -7395113.500000 Penalty: 5502.764648
	Iteration 108Q: 3 clusters Score -7395114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 63365 members 
Entering Unmasked Estep 
Score: -7395107.500000 Penalty: 5502.764648
	Iteration 109Q: 3 clusters Score -7395108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 63366 members 
Entering Unmasked Estep 
Score: -7395110.000000 Penalty: 5502.764648
	Iteration 110Q: 3 clusters Score -7395110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 63367 members 
Entering Unmasked Estep 
Score: -7395104.500000 Penalty: 5502.764648
	Iteration 111Q: 3 clusters Score -7395104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 63369 members 
Entering Unmasked Estep 
Score: -7395105.500000 Penalty: 5502.764648
	Iteration 112Q: 3 clusters Score -7395106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 63370 members 
Entering Unmasked Estep 
Score: -7395100.000000 Penalty: 5502.764648
	Iteration 113Q: 3 clusters Score -7395100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 63370 members 
Entering Unmasked Estep 
Score: -7395100.000000 Penalty: 5502.764648
	Iteration 114F: 3 clusters Score -7395100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Entering Unmasked Estep 
Score: -587274.187500 Penalty: 2103.428467
	Iteration 0F: 2 clusters Score -587274.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -582907.937500 Penalty: 4206.856934
	Iteration 0F: 3 clusters Score -582907.9 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -584124.687500 Penalty: 4206.856934
	Iteration 1F: 3 clusters Score -584124.7 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -584530.250000 Penalty: 4206.856934
	Iteration 2F: 3 clusters Score -584530.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -584894.062500 Penalty: 4206.856934
	Iteration 3F: 3 clusters Score -584894.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -585205.500000 Penalty: 4206.856934
	Iteration 4F: 3 clusters Score -585205.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -585501.312500 Penalty: 4206.856934
	Iteration 5F: 3 clusters Score -585501.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -585772.437500 Penalty: 4206.856934
	Iteration 6F: 3 clusters Score -585772.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -585992.625000 Penalty: 4206.856934
	Iteration 7Q: 3 clusters Score -585992.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -586160.312500 Penalty: 4206.856934
	Iteration 8Q: 3 clusters Score -586160.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -586292.187500 Penalty: 4206.856934
	Iteration 9Q: 3 clusters Score -586292.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -586373.750000 Penalty: 4206.856934
	Iteration 10Q: 3 clusters Score -586373.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -586432.750000 Penalty: 4206.856934
	Iteration 11Q: 3 clusters Score -586432.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -586460.750000 Penalty: 4206.856934
	Iteration 12Q: 3 clusters Score -586460.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -586479.125000 Penalty: 4206.856934
	Iteration 13Q: 3 clusters Score -586479.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -586484.375000 Penalty: 4206.856934
	Iteration 14Q: 3 clusters Score -586484.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -586486.812500 Penalty: 4206.856934
	Iteration 15Q: 3 clusters Score -586486.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -586488.187500 Penalty: 4206.856934
	Iteration 16Q: 3 clusters Score -586488.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -586488.312500 Penalty: 4206.856934
	Iteration 17Q: 3 clusters Score -586488.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -586488.312500 Penalty: 4206.856934
	Iteration 18F: 3 clusters Score -586488.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Entering Unmasked Estep 
Score: -1091672.250000 Penalty: 2261.754639
	Iteration 0F: 2 clusters Score -1091672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1084521.750000 Penalty: 4523.509277
	Iteration 0F: 3 clusters Score -1084522 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1086601.125000 Penalty: 4523.509277
	Iteration 1F: 3 clusters Score -1086601 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1086971.750000 Penalty: 4523.509277
	Iteration 2F: 3 clusters Score -1086972 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1087334.875000 Penalty: 4523.509277
	Iteration 3F: 3 clusters Score -1087335 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1087728.750000 Penalty: 4523.509277
	Iteration 4F: 3 clusters Score -1087729 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1088115.875000 Penalty: 4523.509277
	Iteration 5F: 3 clusters Score -1088116 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1088461.750000 Penalty: 4523.509277
	Iteration 6F: 3 clusters Score -1088462 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1088801.250000 Penalty: 4523.509277
	Iteration 7F: 3 clusters Score -1088801 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1089056.625000 Penalty: 4523.509277
	Iteration 8Q: 3 clusters Score -1089057 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1089223.125000 Penalty: 4523.509277
	Iteration 9Q: 3 clusters Score -1089223 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1089319.000000 Penalty: 4523.509277
	Iteration 10Q: 3 clusters Score -1089319 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1089389.500000 Penalty: 4523.509277
	Iteration 11Q: 3 clusters Score -1089390 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1089440.250000 Penalty: 4523.509277
	Iteration 12Q: 3 clusters Score -1089440 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1089476.125000 Penalty: 4523.509277
	Iteration 13Q: 3 clusters Score -1089476 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1089505.375000 Penalty: 4523.509277
	Iteration 14Q: 3 clusters Score -1089505 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1089529.750000 Penalty: 4523.509277
	Iteration 15Q: 3 clusters Score -1089530 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1089552.000000 Penalty: 4523.509277
	Iteration 16Q: 3 clusters Score -1089552 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1089569.250000 Penalty: 4523.509277
	Iteration 17Q: 3 clusters Score -1089569 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1089588.500000 Penalty: 4523.509277
	Iteration 18Q: 3 clusters Score -1089588 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1089607.875000 Penalty: 4523.509277
	Iteration 19Q: 3 clusters Score -1089608 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1089624.250000 Penalty: 4523.509277
	Iteration 20F: 3 clusters Score -1089624 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1089637.125000 Penalty: 4523.509277
	Iteration 21Q: 3 clusters Score -1089637 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1089644.875000 Penalty: 4523.509277
	Iteration 22Q: 3 clusters Score -1089645 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1089658.125000 Penalty: 4523.509277
	Iteration 23Q: 3 clusters Score -1089658 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1089671.500000 Penalty: 4523.509277
	Iteration 24Q: 3 clusters Score -1089672 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1089683.750000 Penalty: 4523.509277
	Iteration 25Q: 3 clusters Score -1089684 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1089693.125000 Penalty: 4523.509277
	Iteration 26Q: 3 clusters Score -1089693 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1089705.500000 Penalty: 4523.509277
	Iteration 27Q: 3 clusters Score -1089706 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1089715.000000 Penalty: 4523.509277
	Iteration 28Q: 3 clusters Score -1089715 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1089729.625000 Penalty: 4523.509277
	Iteration 29Q: 3 clusters Score -1089730 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1089741.125000 Penalty: 4523.509277
	Iteration 30Q: 3 clusters Score -1089741 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1089751.625000 Penalty: 4523.509277
	Iteration 31Q: 3 clusters Score -1089752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1089755.000000 Penalty: 4523.509277
	Iteration 32Q: 3 clusters Score -1089755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1089757.500000 Penalty: 4523.509277
	Iteration 33Q: 3 clusters Score -1089758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1089762.500000 Penalty: 4523.509277
	Iteration 34Q: 3 clusters Score -1089762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1089765.125000 Penalty: 4523.509277
	Iteration 35Q: 3 clusters Score -1089765 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1089773.000000 Penalty: 4523.509277
	Iteration 36Q: 3 clusters Score -1089773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1089775.250000 Penalty: 4523.509277
	Iteration 37Q: 3 clusters Score -1089775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1089774.375000 Penalty: 4523.509277
	Iteration 38Q: 3 clusters Score -1089774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1089779.625000 Penalty: 4523.509277
	Iteration 39Q: 3 clusters Score -1089780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1089781.375000 Penalty: 4523.509277
	Iteration 40F: 3 clusters Score -1089781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1089780.375000 Penalty: 4523.509277
	Iteration 41Q: 3 clusters Score -1089780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1089782.250000 Penalty: 4523.509277
	Iteration 42Q: 3 clusters Score -1089782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1089782.625000 Penalty: 4523.509277
	Iteration 43Q: 3 clusters Score -1089783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1089783.500000 Penalty: 4523.509277
	Iteration 44Q: 3 clusters Score -1089784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1089783.625000 Penalty: 4523.509277
	Iteration 45Q: 3 clusters Score -1089784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1089784.500000 Penalty: 4523.509277
	Iteration 46Q: 3 clusters Score -1089784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1089784.250000 Penalty: 4523.509277
	Iteration 47Q: 3 clusters Score -1089784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1089784.250000 Penalty: 4523.509277
	Iteration 48F: 3 clusters Score -1089784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Entering Unmasked Estep 
Score: -751159.562500 Penalty: 2193.466797
	Iteration 0F: 2 clusters Score -751159.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -745453.437500 Penalty: 4386.933594
	Iteration 0F: 3 clusters Score -745453.4 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -747231.750000 Penalty: 4386.933594
	Iteration 1F: 3 clusters Score -747231.8 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -747782.875000 Penalty: 4386.933594
	Iteration 2F: 3 clusters Score -747782.9 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -748263.937500 Penalty: 4386.933594
	Iteration 3F: 3 clusters Score -748263.9 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -748660.687500 Penalty: 4386.933594
	Iteration 4F: 3 clusters Score -748660.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -749049.312500 Penalty: 4386.933594
	Iteration 5F: 3 clusters Score -749049.3 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -749423.625000 Penalty: 4386.933594
	Iteration 6F: 3 clusters Score -749423.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -749700.062500 Penalty: 4386.933594
	Iteration 7Q: 3 clusters Score -749700.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -749882.250000 Penalty: 4386.933594
	Iteration 8Q: 3 clusters Score -749882.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -750000.187500 Penalty: 4386.933594
	Iteration 9Q: 3 clusters Score -750000.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -750087.750000 Penalty: 4386.933594
	Iteration 10Q: 3 clusters Score -750087.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -750136.062500 Penalty: 4386.933594
	Iteration 11Q: 3 clusters Score -750136.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -750165.187500 Penalty: 4386.933594
	Iteration 12Q: 3 clusters Score -750165.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -750186.875000 Penalty: 4386.933594
	Iteration 13Q: 3 clusters Score -750186.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -750217.625000 Penalty: 4386.933594
	Iteration 14Q: 3 clusters Score -750217.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -750247.437500 Penalty: 4386.933594
	Iteration 15Q: 3 clusters Score -750247.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -750270.937500 Penalty: 4386.933594
	Iteration 16Q: 3 clusters Score -750270.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -750289.250000 Penalty: 4386.933594
	Iteration 17Q: 3 clusters Score -750289.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -750298.500000 Penalty: 4386.933594
	Iteration 18Q: 3 clusters Score -750298.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -750308.687500 Penalty: 4386.933594
	Iteration 19Q: 3 clusters Score -750308.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -750315.062500 Penalty: 4386.933594
	Iteration 20F: 3 clusters Score -750315.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -750322.562500 Penalty: 4386.933594
	Iteration 21Q: 3 clusters Score -750322.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -750322.750000 Penalty: 4386.933594
	Iteration 22Q: 3 clusters Score -750322.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -750325.750000 Penalty: 4386.933594
	Iteration 23Q: 3 clusters Score -750325.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -750325.312500 Penalty: 4386.933594
	Iteration 24Q: 3 clusters Score -750325.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -750327.125000 Penalty: 4386.933594
	Iteration 25Q: 3 clusters Score -750327.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -750327.125000 Penalty: 4386.933594
	Iteration 26F: 3 clusters Score -750327.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Entering Unmasked Estep 
Score: -1210076.500000 Penalty: 2295.933594
	Iteration 0F: 2 clusters Score -1210076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1202103.750000 Penalty: 4591.867188
	Iteration 0F: 3 clusters Score -1202104 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1204448.750000 Penalty: 4591.867188
	Iteration 1F: 3 clusters Score -1204449 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1204852.625000 Penalty: 4591.867188
	Iteration 2F: 3 clusters Score -1204853 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1205172.250000 Penalty: 4591.867188
	Iteration 3F: 3 clusters Score -1205172 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1205481.375000 Penalty: 4591.867188
	Iteration 4Q: 3 clusters Score -1205481 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1205829.500000 Penalty: 4591.867188
	Iteration 5F: 3 clusters Score -1205830 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1206228.125000 Penalty: 4591.867188
	Iteration 6F: 3 clusters Score -1206228 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1206635.750000 Penalty: 4591.867188
	Iteration 7F: 3 clusters Score -1206636 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1207061.625000 Penalty: 4591.867188
	Iteration 8F: 3 clusters Score -1207062 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1207400.375000 Penalty: 4591.867188
	Iteration 9Q: 3 clusters Score -1207400 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1207683.250000 Penalty: 4591.867188
	Iteration 10Q: 3 clusters Score -1207683 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1207922.500000 Penalty: 4591.867188
	Iteration 11Q: 3 clusters Score -1207922 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1208169.875000 Penalty: 4591.867188
	Iteration 12Q: 3 clusters Score -1208170 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1208399.250000 Penalty: 4591.867188
	Iteration 13Q: 3 clusters Score -1208399 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1208573.125000 Penalty: 4591.867188
	Iteration 14Q: 3 clusters Score -1208573 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1208699.125000 Penalty: 4591.867188
	Iteration 15Q: 3 clusters Score -1208699 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1208791.500000 Penalty: 4591.867188
	Iteration 16Q: 3 clusters Score -1208792 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1208872.125000 Penalty: 4591.867188
	Iteration 17Q: 3 clusters Score -1208872 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1208943.500000 Penalty: 4591.867188
	Iteration 18Q: 3 clusters Score -1208944 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1209004.000000 Penalty: 4591.867188
	Iteration 19Q: 3 clusters Score -1209004 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1209052.125000 Penalty: 4591.867188
	Iteration 20F: 3 clusters Score -1209052 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1209087.625000 Penalty: 4591.867188
	Iteration 21Q: 3 clusters Score -1209088 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1209134.000000 Penalty: 4591.867188
	Iteration 22Q: 3 clusters Score -1209134 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1209170.250000 Penalty: 4591.867188
	Iteration 23Q: 3 clusters Score -1209170 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1209203.250000 Penalty: 4591.867188
	Iteration 24Q: 3 clusters Score -1209203 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1209233.375000 Penalty: 4591.867188
	Iteration 25Q: 3 clusters Score -1209233 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1209256.750000 Penalty: 4591.867188
	Iteration 26Q: 3 clusters Score -1209257 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1209270.000000 Penalty: 4591.867188
	Iteration 27Q: 3 clusters Score -1209270 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1209291.625000 Penalty: 4591.867188
	Iteration 28Q: 3 clusters Score -1209292 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1209298.875000 Penalty: 4591.867188
	Iteration 29Q: 3 clusters Score -1209299 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1209311.750000 Penalty: 4591.867188
	Iteration 30Q: 3 clusters Score -1209312 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1209326.500000 Penalty: 4591.867188
	Iteration 31Q: 3 clusters Score -1209326 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1209341.875000 Penalty: 4591.867188
	Iteration 32Q: 3 clusters Score -1209342 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1209349.000000 Penalty: 4591.867188
	Iteration 33Q: 3 clusters Score -1209349 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1209358.750000 Penalty: 4591.867188
	Iteration 34Q: 3 clusters Score -1209359 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1209359.375000 Penalty: 4591.867188
	Iteration 35Q: 3 clusters Score -1209359 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1209362.125000 Penalty: 4591.867188
	Iteration 36Q: 3 clusters Score -1209362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1209363.000000 Penalty: 4591.867188
	Iteration 37Q: 3 clusters Score -1209363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1209366.625000 Penalty: 4591.867188
	Iteration 38Q: 3 clusters Score -1209367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1209366.375000 Penalty: 4591.867188
	Iteration 39Q: 3 clusters Score -1209366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1209370.750000 Penalty: 4591.867188
	Iteration 40F: 3 clusters Score -1209371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1209370.875000 Penalty: 4591.867188
	Iteration 41Q: 3 clusters Score -1209371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1209371.500000 Penalty: 4591.867188
	Iteration 42Q: 3 clusters Score -1209372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1209374.875000 Penalty: 4591.867188
	Iteration 43Q: 3 clusters Score -1209375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1209374.250000 Penalty: 4591.867188
	Iteration 44Q: 3 clusters Score -1209374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1209377.375000 Penalty: 4591.867188
	Iteration 45Q: 3 clusters Score -1209377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1209378.875000 Penalty: 4591.867188
	Iteration 46Q: 3 clusters Score -1209379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1209379.875000 Penalty: 4591.867188
	Iteration 47Q: 3 clusters Score -1209380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1209385.625000 Penalty: 4591.867188
	Iteration 48Q: 3 clusters Score -1209386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1209383.750000 Penalty: 4591.867188
	Iteration 49Q: 3 clusters Score -1209384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1209390.125000 Penalty: 4591.867188
	Iteration 50Q: 3 clusters Score -1209390 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1209395.375000 Penalty: 4591.867188
	Iteration 51Q: 3 clusters Score -1209395 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1209398.625000 Penalty: 4591.867188
	Iteration 52Q: 3 clusters Score -1209399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1209401.750000 Penalty: 4591.867188
	Iteration 53Q: 3 clusters Score -1209402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1209403.500000 Penalty: 4591.867188
	Iteration 54Q: 3 clusters Score -1209404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1209403.875000 Penalty: 4591.867188
	Iteration 55Q: 3 clusters Score -1209404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1209402.500000 Penalty: 4591.867188
	Iteration 56Q: 3 clusters Score -1209402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1209405.750000 Penalty: 4591.867188
	Iteration 57Q: 3 clusters Score -1209406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1209408.125000 Penalty: 4591.867188
	Iteration 58Q: 3 clusters Score -1209408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1209410.375000 Penalty: 4591.867188
	Iteration 59Q: 3 clusters Score -1209410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1209412.625000 Penalty: 4591.867188
	Iteration 60F: 3 clusters Score -1209413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1209413.500000 Penalty: 4591.867188
	Iteration 61Q: 3 clusters Score -1209414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1209418.250000 Penalty: 4591.867188
	Iteration 62Q: 3 clusters Score -1209418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1209420.000000 Penalty: 4591.867188
	Iteration 63Q: 3 clusters Score -1209420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1209421.250000 Penalty: 4591.867188
	Iteration 64Q: 3 clusters Score -1209421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1209423.500000 Penalty: 4591.867188
	Iteration 65Q: 3 clusters Score -1209424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1209422.625000 Penalty: 4591.867188
	Iteration 66Q: 3 clusters Score -1209423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1209425.625000 Penalty: 4591.867188
	Iteration 67Q: 3 clusters Score -1209426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1209427.375000 Penalty: 4591.867188
	Iteration 68Q: 3 clusters Score -1209427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1209432.000000 Penalty: 4591.867188
	Iteration 69Q: 3 clusters Score -1209432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1209435.375000 Penalty: 4591.867188
	Iteration 70Q: 3 clusters Score -1209435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1209433.375000 Penalty: 4591.867188
	Iteration 71Q: 3 clusters Score -1209433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1209434.750000 Penalty: 4591.867188
	Iteration 72Q: 3 clusters Score -1209435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1209432.875000 Penalty: 4591.867188
	Iteration 73Q: 3 clusters Score -1209433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1209435.125000 Penalty: 4591.867188
	Iteration 74Q: 3 clusters Score -1209435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1209435.500000 Penalty: 4591.867188
	Iteration 75Q: 3 clusters Score -1209436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1209436.500000 Penalty: 4591.867188
	Iteration 76Q: 3 clusters Score -1209436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1209441.000000 Penalty: 4591.867188
	Iteration 77Q: 3 clusters Score -1209441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1209440.750000 Penalty: 4591.867188
	Iteration 78Q: 3 clusters Score -1209441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1209439.250000 Penalty: 4591.867188
	Iteration 79Q: 3 clusters Score -1209439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1209438.375000 Penalty: 4591.867188
	Iteration 80F: 3 clusters Score -1209438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1209441.875000 Penalty: 4591.867188
	Iteration 81Q: 3 clusters Score -1209442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1209444.125000 Penalty: 4591.867188
	Iteration 82Q: 3 clusters Score -1209444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1209444.750000 Penalty: 4591.867188
	Iteration 83Q: 3 clusters Score -1209445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1209446.500000 Penalty: 4591.867188
	Iteration 84Q: 3 clusters Score -1209446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1209447.250000 Penalty: 4591.867188
	Iteration 85Q: 3 clusters Score -1209447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1209446.375000 Penalty: 4591.867188
	Iteration 86Q: 3 clusters Score -1209446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1209446.375000 Penalty: 4591.867188
	Iteration 87F: 3 clusters Score -1209446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (41004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41004 members 
Entering Unmasked Estep 
Score: -4969998.500000 Penalty: 2634.113281
	Iteration 0F: 2 clusters Score -4969998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -4942425.500000 Penalty: 5268.226562
	Iteration 0F: 3 clusters Score -4942426 nChanged 18677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -4952809.500000 Penalty: 5268.226562
	Iteration 1F: 3 clusters Score -4952810 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -4953613.500000 Penalty: 5268.226562
	Iteration 2Q: 3 clusters Score -4953614 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -4954575.500000 Penalty: 5268.226562
	Iteration 3F: 3 clusters Score -4954576 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -4955885.500000 Penalty: 5268.226562
	Iteration 4F: 3 clusters Score -4955886 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -4957760.500000 Penalty: 5268.226562
	Iteration 5F: 3 clusters Score -4957760 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -4960082.000000 Penalty: 5268.226562
	Iteration 6F: 3 clusters Score -4960082 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -4962581.500000 Penalty: 5268.226562
	Iteration 7F: 3 clusters Score -4962582 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31082 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -4964743.000000 Penalty: 5268.226562
	Iteration 8F: 3 clusters Score -4964743 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -4966203.000000 Penalty: 5268.226562
	Iteration 9F: 3 clusters Score -4966203 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33718 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -4967096.000000 Penalty: 5268.226562
	Iteration 10Q: 3 clusters Score -4967096 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -4967623.500000 Penalty: 5268.226562
	Iteration 11Q: 3 clusters Score -4967624 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35153 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -4967966.500000 Penalty: 5268.226562
	Iteration 12Q: 3 clusters Score -4967966 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35663 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -4968208.000000 Penalty: 5268.226562
	Iteration 13Q: 3 clusters Score -4968208 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -4968400.500000 Penalty: 5268.226562
	Iteration 14Q: 3 clusters Score -4968400 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36472 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -4968545.500000 Penalty: 5268.226562
	Iteration 15Q: 3 clusters Score -4968546 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -4968688.000000 Penalty: 5268.226562
	Iteration 16Q: 3 clusters Score -4968688 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37042 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -4968819.500000 Penalty: 5268.226562
	Iteration 17Q: 3 clusters Score -4968820 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -4968921.000000 Penalty: 5268.226562
	Iteration 18Q: 3 clusters Score -4968921 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37459 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -4969025.500000 Penalty: 5268.226562
	Iteration 19Q: 3 clusters Score -4969026 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37625 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -4969081.000000 Penalty: 5268.226562
	Iteration 20F: 3 clusters Score -4969081 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37752 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -4969122.500000 Penalty: 5268.226562
	Iteration 21Q: 3 clusters Score -4969122 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -4969151.500000 Penalty: 5268.226562
	Iteration 22Q: 3 clusters Score -4969152 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37929 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -4969190.500000 Penalty: 5268.226562
	Iteration 23Q: 3 clusters Score -4969190 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37988 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -4969215.500000 Penalty: 5268.226562
	Iteration 24Q: 3 clusters Score -4969216 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38058 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -4969233.500000 Penalty: 5268.226562
	Iteration 25Q: 3 clusters Score -4969234 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38116 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -4969251.500000 Penalty: 5268.226562
	Iteration 26Q: 3 clusters Score -4969252 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38166 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -4969265.000000 Penalty: 5268.226562
	Iteration 27Q: 3 clusters Score -4969265 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38195 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -4969263.000000 Penalty: 5268.226562
	Iteration 28Q: 3 clusters Score -4969263 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38216 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -4969265.500000 Penalty: 5268.226562
	Iteration 29Q: 3 clusters Score -4969266 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38233 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -4969272.000000 Penalty: 5268.226562
	Iteration 30Q: 3 clusters Score -4969272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38250 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -4969276.500000 Penalty: 5268.226562
	Iteration 31Q: 3 clusters Score -4969276 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38268 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -4969274.500000 Penalty: 5268.226562
	Iteration 32Q: 3 clusters Score -4969274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38281 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -4969282.500000 Penalty: 5268.226562
	Iteration 33Q: 3 clusters Score -4969282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38294 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -4969281.500000 Penalty: 5268.226562
	Iteration 34Q: 3 clusters Score -4969282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38302 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -4969280.500000 Penalty: 5268.226562
	Iteration 35Q: 3 clusters Score -4969280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38310 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -4969285.500000 Penalty: 5268.226562
	Iteration 36Q: 3 clusters Score -4969286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38318 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -4969281.000000 Penalty: 5268.226562
	Iteration 37Q: 3 clusters Score -4969281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38321 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -4969283.500000 Penalty: 5268.226562
	Iteration 38Q: 3 clusters Score -4969284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38322 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -4969286.500000 Penalty: 5268.226562
	Iteration 39Q: 3 clusters Score -4969286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38322 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -4969286.500000 Penalty: 5268.226562
	Iteration 40F: 3 clusters Score -4969286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Entering Unmasked Estep 
Score: -1368776.875000 Penalty: 2329.214844
	Iteration 0F: 2 clusters Score -1368777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1359861.500000 Penalty: 4658.429688
	Iteration 0F: 3 clusters Score -1359862 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1362957.500000 Penalty: 4658.429688
	Iteration 1F: 3 clusters Score -1362958 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1363568.250000 Penalty: 4658.429688
	Iteration 2F: 3 clusters Score -1363568 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1364077.500000 Penalty: 4658.429688
	Iteration 3F: 3 clusters Score -1364078 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1364491.000000 Penalty: 4658.429688
	Iteration 4F: 3 clusters Score -1364491 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1364833.875000 Penalty: 4658.429688
	Iteration 5F: 3 clusters Score -1364834 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1365133.750000 Penalty: 4658.429688
	Iteration 6Q: 3 clusters Score -1365134 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1365371.125000 Penalty: 4658.429688
	Iteration 7Q: 3 clusters Score -1365371 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1365574.500000 Penalty: 4658.429688
	Iteration 8Q: 3 clusters Score -1365574 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1365733.875000 Penalty: 4658.429688
	Iteration 9Q: 3 clusters Score -1365734 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1365874.000000 Penalty: 4658.429688
	Iteration 10Q: 3 clusters Score -1365874 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1365990.375000 Penalty: 4658.429688
	Iteration 11Q: 3 clusters Score -1365990 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1366097.750000 Penalty: 4658.429688
	Iteration 12Q: 3 clusters Score -1366098 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1366168.125000 Penalty: 4658.429688
	Iteration 13Q: 3 clusters Score -1366168 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1366233.375000 Penalty: 4658.429688
	Iteration 14Q: 3 clusters Score -1366233 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1366290.125000 Penalty: 4658.429688
	Iteration 15Q: 3 clusters Score -1366290 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1366369.875000 Penalty: 4658.429688
	Iteration 16Q: 3 clusters Score -1366370 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1366437.375000 Penalty: 4658.429688
	Iteration 17Q: 3 clusters Score -1366437 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1366506.375000 Penalty: 4658.429688
	Iteration 18Q: 3 clusters Score -1366506 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1366571.625000 Penalty: 4658.429688
	Iteration 19Q: 3 clusters Score -1366572 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1366628.125000 Penalty: 4658.429688
	Iteration 20F: 3 clusters Score -1366628 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1366674.625000 Penalty: 4658.429688
	Iteration 21Q: 3 clusters Score -1366675 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1366711.625000 Penalty: 4658.429688
	Iteration 22Q: 3 clusters Score -1366712 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1366742.875000 Penalty: 4658.429688
	Iteration 23Q: 3 clusters Score -1366743 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1366771.875000 Penalty: 4658.429688
	Iteration 24Q: 3 clusters Score -1366772 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1366808.625000 Penalty: 4658.429688
	Iteration 25Q: 3 clusters Score -1366809 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1366839.125000 Penalty: 4658.429688
	Iteration 26Q: 3 clusters Score -1366839 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1366862.375000 Penalty: 4658.429688
	Iteration 27Q: 3 clusters Score -1366862 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1366875.750000 Penalty: 4658.429688
	Iteration 28Q: 3 clusters Score -1366876 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1366889.125000 Penalty: 4658.429688
	Iteration 29Q: 3 clusters Score -1366889 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1366901.875000 Penalty: 4658.429688
	Iteration 30Q: 3 clusters Score -1366902 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1366910.500000 Penalty: 4658.429688
	Iteration 31Q: 3 clusters Score -1366910 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1366928.125000 Penalty: 4658.429688
	Iteration 32Q: 3 clusters Score -1366928 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1366935.500000 Penalty: 4658.429688
	Iteration 33Q: 3 clusters Score -1366936 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1366940.750000 Penalty: 4658.429688
	Iteration 34Q: 3 clusters Score -1366941 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1366945.375000 Penalty: 4658.429688
	Iteration 35Q: 3 clusters Score -1366945 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1366960.875000 Penalty: 4658.429688
	Iteration 36Q: 3 clusters Score -1366961 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1366968.625000 Penalty: 4658.429688
	Iteration 37Q: 3 clusters Score -1366969 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1366972.625000 Penalty: 4658.429688
	Iteration 38Q: 3 clusters Score -1366973 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1366979.375000 Penalty: 4658.429688
	Iteration 39Q: 3 clusters Score -1366979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1366982.750000 Penalty: 4658.429688
	Iteration 40F: 3 clusters Score -1366983 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1366986.625000 Penalty: 4658.429688
	Iteration 41Q: 3 clusters Score -1366987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1366987.875000 Penalty: 4658.429688
	Iteration 42Q: 3 clusters Score -1366988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1366988.000000 Penalty: 4658.429688
	Iteration 43Q: 3 clusters Score -1366988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1366993.250000 Penalty: 4658.429688
	Iteration 44Q: 3 clusters Score -1366993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1366993.500000 Penalty: 4658.429688
	Iteration 45Q: 3 clusters Score -1366994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1366994.250000 Penalty: 4658.429688
	Iteration 46Q: 3 clusters Score -1366994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1366998.750000 Penalty: 4658.429688
	Iteration 47Q: 3 clusters Score -1366999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1367000.625000 Penalty: 4658.429688
	Iteration 48Q: 3 clusters Score -1367001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1367002.375000 Penalty: 4658.429688
	Iteration 49Q: 3 clusters Score -1367002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1367004.250000 Penalty: 4658.429688
	Iteration 50Q: 3 clusters Score -1367004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1367004.625000 Penalty: 4658.429688
	Iteration 51Q: 3 clusters Score -1367005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1367004.125000 Penalty: 4658.429688
	Iteration 52Q: 3 clusters Score -1367004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1367005.875000 Penalty: 4658.429688
	Iteration 53Q: 3 clusters Score -1367006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1367004.250000 Penalty: 4658.429688
	Iteration 54Q: 3 clusters Score -1367004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1367003.750000 Penalty: 4658.429688
	Iteration 55Q: 3 clusters Score -1367004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1367008.000000 Penalty: 4658.429688
	Iteration 56Q: 3 clusters Score -1367008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1367008.875000 Penalty: 4658.429688
	Iteration 57Q: 3 clusters Score -1367009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1367007.750000 Penalty: 4658.429688
	Iteration 58Q: 3 clusters Score -1367008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1367011.625000 Penalty: 4658.429688
	Iteration 59Q: 3 clusters Score -1367012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1367015.875000 Penalty: 4658.429688
	Iteration 60F: 3 clusters Score -1367016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1367015.375000 Penalty: 4658.429688
	Iteration 61Q: 3 clusters Score -1367015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1367015.625000 Penalty: 4658.429688
	Iteration 62Q: 3 clusters Score -1367016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1367020.000000 Penalty: 4658.429688
	Iteration 63Q: 3 clusters Score -1367020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1367016.750000 Penalty: 4658.429688
	Iteration 64Q: 3 clusters Score -1367017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1367017.625000 Penalty: 4658.429688
	Iteration 65Q: 3 clusters Score -1367018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1367023.000000 Penalty: 4658.429688
	Iteration 66Q: 3 clusters Score -1367023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1367023.000000 Penalty: 4658.429688
	Iteration 67Q: 3 clusters Score -1367023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1367022.000000 Penalty: 4658.429688
	Iteration 68Q: 3 clusters Score -1367022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1367024.375000 Penalty: 4658.429688
	Iteration 69Q: 3 clusters Score -1367024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1367025.875000 Penalty: 4658.429688
	Iteration 70Q: 3 clusters Score -1367026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1367028.500000 Penalty: 4658.429688
	Iteration 71Q: 3 clusters Score -1367028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1367028.000000 Penalty: 4658.429688
	Iteration 72Q: 3 clusters Score -1367028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1367029.750000 Penalty: 4658.429688
	Iteration 73Q: 3 clusters Score -1367030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1367032.250000 Penalty: 4658.429688
	Iteration 74Q: 3 clusters Score -1367032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1367031.125000 Penalty: 4658.429688
	Iteration 75Q: 3 clusters Score -1367031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1367032.125000 Penalty: 4658.429688
	Iteration 76Q: 3 clusters Score -1367032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1367033.875000 Penalty: 4658.429688
	Iteration 77Q: 3 clusters Score -1367034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1367033.875000 Penalty: 4658.429688
	Iteration 78F: 3 clusters Score -1367034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Entering Unmasked Estep 
Score: -315661.343750 Penalty: 1978.025269
	Iteration 0F: 2 clusters Score -315661.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -312405.406250 Penalty: 3956.050537
	Iteration 0F: 3 clusters Score -312405.4 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -313101.562500 Penalty: 3956.050537
	Iteration 1F: 3 clusters Score -313101.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -313297.375000 Penalty: 3956.050537
	Iteration 2F: 3 clusters Score -313297.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -313429.781250 Penalty: 3956.050537
	Iteration 3Q: 3 clusters Score -313429.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -313558.781250 Penalty: 3956.050537
	Iteration 4Q: 3 clusters Score -313558.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -313679.781250 Penalty: 3956.050537
	Iteration 5Q: 3 clusters Score -313679.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -313814.156250 Penalty: 3956.050537
	Iteration 6Q: 3 clusters Score -313814.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -313968.500000 Penalty: 3956.050537
	Iteration 7Q: 3 clusters Score -313968.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -314117.937500 Penalty: 3956.050537
	Iteration 8Q: 3 clusters Score -314117.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -314233.125000 Penalty: 3956.050537
	Iteration 9Q: 3 clusters Score -314233.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -314302.937500 Penalty: 3956.050537
	Iteration 10Q: 3 clusters Score -314302.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -314358.562500 Penalty: 3956.050537
	Iteration 11Q: 3 clusters Score -314358.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -314397.437500 Penalty: 3956.050537
	Iteration 12Q: 3 clusters Score -314397.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -314432.281250 Penalty: 3956.050537
	Iteration 13Q: 3 clusters Score -314432.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -314467.750000 Penalty: 3956.050537
	Iteration 14Q: 3 clusters Score -314467.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -314505.968750 Penalty: 3956.050537
	Iteration 15Q: 3 clusters Score -314506 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -314536.656250 Penalty: 3956.050537
	Iteration 16Q: 3 clusters Score -314536.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -314571.625000 Penalty: 3956.050537
	Iteration 17Q: 3 clusters Score -314571.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -314612.281250 Penalty: 3956.050537
	Iteration 18Q: 3 clusters Score -314612.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -314653.125000 Penalty: 3956.050537
	Iteration 19Q: 3 clusters Score -314653.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -314684.000000 Penalty: 3956.050537
	Iteration 20F: 3 clusters Score -314684 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -314703.812500 Penalty: 3956.050537
	Iteration 21Q: 3 clusters Score -314703.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -314720.156250 Penalty: 3956.050537
	Iteration 22Q: 3 clusters Score -314720.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -314729.406250 Penalty: 3956.050537
	Iteration 23Q: 3 clusters Score -314729.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -314734.625000 Penalty: 3956.050537
	Iteration 24Q: 3 clusters Score -314734.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -314739.218750 Penalty: 3956.050537
	Iteration 25Q: 3 clusters Score -314739.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -314743.000000 Penalty: 3956.050537
	Iteration 26Q: 3 clusters Score -314743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -314749.625000 Penalty: 3956.050537
	Iteration 27Q: 3 clusters Score -314749.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -314750.875000 Penalty: 3956.050537
	Iteration 28Q: 3 clusters Score -314750.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -314753.625000 Penalty: 3956.050537
	Iteration 29Q: 3 clusters Score -314753.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -314757.406250 Penalty: 3956.050537
	Iteration 30Q: 3 clusters Score -314757.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -314761.031250 Penalty: 3956.050537
	Iteration 31Q: 3 clusters Score -314761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -314765.406250 Penalty: 3956.050537
	Iteration 32Q: 3 clusters Score -314765.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -314768.812500 Penalty: 3956.050537
	Iteration 33Q: 3 clusters Score -314768.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -314772.062500 Penalty: 3956.050537
	Iteration 34Q: 3 clusters Score -314772.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -314777.312500 Penalty: 3956.050537
	Iteration 35Q: 3 clusters Score -314777.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -314783.093750 Penalty: 3956.050537
	Iteration 36Q: 3 clusters Score -314783.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -314787.187500 Penalty: 3956.050537
	Iteration 37Q: 3 clusters Score -314787.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -314789.875000 Penalty: 3956.050537
	Iteration 38Q: 3 clusters Score -314789.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -314791.031250 Penalty: 3956.050537
	Iteration 39Q: 3 clusters Score -314791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -314791.562500 Penalty: 3956.050537
	Iteration 40F: 3 clusters Score -314791.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -314791.875000 Penalty: 3956.050537
	Iteration 41Q: 3 clusters Score -314791.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -314792.125000 Penalty: 3956.050537
	Iteration 42Q: 3 clusters Score -314792.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -314792.781250 Penalty: 3956.050537
	Iteration 43Q: 3 clusters Score -314792.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -314792.781250 Penalty: 3956.050537
	Iteration 44F: 3 clusters Score -314792.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Entering Unmasked Estep 
Score: -151725.046875 Penalty: 1801.653076
	Iteration 0F: 2 clusters Score -151725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -149498.234375 Penalty: 3603.306152
	Iteration 0F: 3 clusters Score -149498.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -149953.515625 Penalty: 3603.306152
	Iteration 1F: 3 clusters Score -149953.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -150218.968750 Penalty: 3603.306152
	Iteration 2F: 3 clusters Score -150219 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -150630.890625 Penalty: 3603.306152
	Iteration 3F: 3 clusters Score -150630.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -151135.625000 Penalty: 3603.306152
	Iteration 4F: 3 clusters Score -151135.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -151484.828125 Penalty: 3603.306152
	Iteration 5F: 3 clusters Score -151484.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -151702.265625 Penalty: 3603.306152
	Iteration 6F: 3 clusters Score -151702.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -151929.046875 Penalty: 3603.306152
	Iteration 7Q: 3 clusters Score -151929 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -152072.000000 Penalty: 3603.306152
	Iteration 8Q: 3 clusters Score -152072 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -152122.000000 Penalty: 3603.306152
	Iteration 9Q: 3 clusters Score -152122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -152152.609375 Penalty: 3603.306152
	Iteration 10Q: 3 clusters Score -152152.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -152212.421875 Penalty: 3603.306152
	Iteration 11Q: 3 clusters Score -152212.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -152328.281250 Penalty: 3603.306152
	Iteration 12Q: 3 clusters Score -152328.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -152411.421875 Penalty: 3603.306152
	Iteration 13Q: 3 clusters Score -152411.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -152429.390625 Penalty: 3603.306152
	Iteration 14Q: 3 clusters Score -152429.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -152446.546875 Penalty: 3603.306152
	Iteration 15Q: 3 clusters Score -152446.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -152470.484375 Penalty: 3603.306152
	Iteration 16Q: 3 clusters Score -152470.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -152521.656250 Penalty: 3603.306152
	Iteration 17Q: 3 clusters Score -152521.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -152530.703125 Penalty: 3603.306152
	Iteration 18Q: 3 clusters Score -152530.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -152532.218750 Penalty: 3603.306152
	Iteration 19Q: 3 clusters Score -152532.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -152534.218750 Penalty: 3603.306152
	Iteration 20F: 3 clusters Score -152534.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -152536.406250 Penalty: 3603.306152
	Iteration 21Q: 3 clusters Score -152536.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -152536.406250 Penalty: 3603.306152
	Iteration 22F: 3 clusters Score -152536.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 171385 members 
Mstep: Class 2 contains 676 members 
Mstep: Class 3 contains 11723 members 
Mstep: Class 4 contains 30887 members 
Mstep: Class 5 contains 81529 members 
Mstep: Class 6 contains 31541 members 
Mstep: Class 7 contains 9025 members 
Mstep: Class 8 contains 5894 members 
Mstep: Class 9 contains 55557 members 
Mstep: Class 10 contains 26717 members 
Mstep: Class 11 contains 14153 members 
Mstep: Class 12 contains 10139 members 
Mstep: Class 13 contains 236302 members 
Mstep: Class 14 contains 12642 members 
Mstep: Class 15 contains 158332 members 
Mstep: Class 16 contains 14561 members 
Mstep: Class 17 contains 10195 members 
Mstep: Class 18 contains 7979 members 
Mstep: Class 19 contains 8879 members 
Mstep: Class 20 contains 8571 members 
Mstep: Class 21 contains 4601 members 
Mstep: Class 22 contains 320742 members 
Mstep: Class 23 contains 5554 members 
Mstep: Class 24 contains 186 members 
Mstep: Class 25 contains 83807 members 
Mstep: Class 26 contains 823 members 
Mstep: Class 27 contains 83689 members 
Mstep: Class 28 contains 65794 members 
Mstep: Class 29 contains 4825 members 
Mstep: Class 30 contains 9136 members 
Mstep: Class 31 contains 6937 members 
Mstep: Class 32 contains 10486 members 
Mstep: Class 33 contains 41004 members 
Mstep: Class 34 contains 11992 members 
Mstep: Class 35 contains 2910 members 
Mstep: Class 36 contains 983 members 
Mstep: Class 37 contains 8241 members 
Mstep: Class 38 contains 203436 members 
Mstep: Class 39 contains 212639 members 
Mstep: Class 40 contains 4760 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 446 members 
Entering Unmasked Estep 
Score: -235458016.000000 Penalty: 151070.828125
Splitting cluster 36 changes total score from -235456144.000000 to -235458016.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 37 (8241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Entering Unmasked Estep 
Score: -938477.187500 Penalty: 2236.185547
	Iteration 0F: 2 clusters Score -938477.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -932001.125000 Penalty: 4472.371094
	Iteration 0F: 3 clusters Score -932001.1 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -933944.500000 Penalty: 4472.371094
	Iteration 1F: 3 clusters Score -933944.5 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -934449.312500 Penalty: 4472.371094
	Iteration 2F: 3 clusters Score -934449.3 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -935005.125000 Penalty: 4472.371094
	Iteration 3F: 3 clusters Score -935005.1 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -935650.250000 Penalty: 4472.371094
	Iteration 4F: 3 clusters Score -935650.2 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -936358.625000 Penalty: 4472.371094
	Iteration 5F: 3 clusters Score -936358.6 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -936926.250000 Penalty: 4472.371094
	Iteration 6F: 3 clusters Score -936926.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -937257.375000 Penalty: 4472.371094
	Iteration 7Q: 3 clusters Score -937257.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -937484.062500 Penalty: 4472.371094
	Iteration 8Q: 3 clusters Score -937484.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -937647.500000 Penalty: 4472.371094
	Iteration 9Q: 3 clusters Score -937647.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -937740.437500 Penalty: 4472.371094
	Iteration 10Q: 3 clusters Score -937740.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -937786.875000 Penalty: 4472.371094
	Iteration 11Q: 3 clusters Score -937786.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -937823.562500 Penalty: 4472.371094
	Iteration 12Q: 3 clusters Score -937823.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -937845.437500 Penalty: 4472.371094
	Iteration 13Q: 3 clusters Score -937845.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -937854.812500 Penalty: 4472.371094
	Iteration 14Q: 3 clusters Score -937854.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -937856.750000 Penalty: 4472.371094
	Iteration 15Q: 3 clusters Score -937856.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -937860.812500 Penalty: 4472.371094
	Iteration 16Q: 3 clusters Score -937860.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -937865.187500 Penalty: 4472.371094
	Iteration 17Q: 3 clusters Score -937865.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -937870.062500 Penalty: 4472.371094
	Iteration 18Q: 3 clusters Score -937870.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -937875.312500 Penalty: 4472.371094
	Iteration 19Q: 3 clusters Score -937875.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -937879.187500 Penalty: 4472.371094
	Iteration 20F: 3 clusters Score -937879.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -937879.625000 Penalty: 4472.371094
	Iteration 21Q: 3 clusters Score -937879.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -937882.375000 Penalty: 4472.371094
	Iteration 22Q: 3 clusters Score -937882.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -937882.687500 Penalty: 4472.371094
	Iteration 23Q: 3 clusters Score -937882.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -937881.062500 Penalty: 4472.371094
	Iteration 24Q: 3 clusters Score -937881.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -937880.750000 Penalty: 4472.371094
	Iteration 25Q: 3 clusters Score -937880.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -937881.312500 Penalty: 4472.371094
	Iteration 26Q: 3 clusters Score -937881.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -937883.000000 Penalty: 4472.371094
	Iteration 27Q: 3 clusters Score -937883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -937884.562500 Penalty: 4472.371094
	Iteration 28Q: 3 clusters Score -937884.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -937884.750000 Penalty: 4472.371094
	Iteration 29Q: 3 clusters Score -937884.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -937884.750000 Penalty: 4472.371094
	Iteration 30F: 3 clusters Score -937884.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (203436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203436 members 
Entering Unmasked Estep 
Score: -24306558.000000 Penalty: 3031.330322
	Iteration 0F: 2 clusters Score -2.430656e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101442 members 
Mstep: Class 2 contains 101994 members 
Entering Unmasked Estep 
Score: -24170708.000000 Penalty: 6062.660645
	Iteration 0F: 3 clusters Score -2.417071e+07 nChanged 97718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96678 members 
Mstep: Class 2 contains 106758 members 
Entering Unmasked Estep 
Score: -24227806.000000 Penalty: 6062.660645
	Iteration 1F: 3 clusters Score -2.422781e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93985 members 
Mstep: Class 2 contains 109451 members 
Entering Unmasked Estep 
Score: -24228942.000000 Penalty: 6062.660645
	Iteration 2Q: 3 clusters Score -2.422894e+07 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89757 members 
Mstep: Class 2 contains 113679 members 
Entering Unmasked Estep 
Score: -24230768.000000 Penalty: 6062.660645
	Iteration 3Q: 3 clusters Score -2.423077e+07 nChanged 7571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83242 members 
Mstep: Class 2 contains 120194 members 
Entering Unmasked Estep 
Score: -24233478.000000 Penalty: 6062.660645
	Iteration 4Q: 3 clusters Score -2.423348e+07 nChanged 10264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73342 members 
Mstep: Class 2 contains 130094 members 
Entering Unmasked Estep 
Score: -24238658.000000 Penalty: 6062.660645
	Iteration 5F: 3 clusters Score -2.423866e+07 nChanged 14353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59073 members 
Mstep: Class 2 contains 144363 members 
Entering Unmasked Estep 
Score: -24248152.000000 Penalty: 6062.660645
	Iteration 6F: 3 clusters Score -2.424815e+07 nChanged 18373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40718 members 
Mstep: Class 2 contains 162718 members 
Entering Unmasked Estep 
Score: -24263740.000000 Penalty: 6062.660645
	Iteration 7F: 3 clusters Score -2.426374e+07 nChanged 18934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 181652 members 
Entering Unmasked Estep 
Score: -24282692.000000 Penalty: 6062.660645
	Iteration 8F: 3 clusters Score -2.428269e+07 nChanged 13423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 195075 members 
Entering Unmasked Estep 
Score: -24296144.000000 Penalty: 6062.660645
	Iteration 9F: 3 clusters Score -2.429614e+07 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 201068 members 
Entering Unmasked Estep 
Score: -24301730.000000 Penalty: 6062.660645
	Iteration 10Q: 3 clusters Score -2.430173e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 202739 members 
Entering Unmasked Estep 
Score: -24303206.000000 Penalty: 6062.660645
	Iteration 11Q: 3 clusters Score -2.430321e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 203102 members 
Entering Unmasked Estep 
Score: -24303598.000000 Penalty: 6062.660645
	Iteration 12Q: 3 clusters Score -2.43036e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 203192 members 
Entering Unmasked Estep 
Score: -24303750.000000 Penalty: 6062.660645
	Iteration 13Q: 3 clusters Score -2.430375e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 203212 members 
Entering Unmasked Estep 
Score: -24303770.000000 Penalty: 6062.660645
	Iteration 14Q: 3 clusters Score -2.430377e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 203224 members 
Entering Unmasked Estep 
Score: -24303812.000000 Penalty: 6062.660645
	Iteration 15Q: 3 clusters Score -2.430381e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 203231 members 
Entering Unmasked Estep 
Score: -24303838.000000 Penalty: 6062.660645
	Iteration 16Q: 3 clusters Score -2.430384e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 203231 members 
Entering Unmasked Estep 
Score: -24303840.000000 Penalty: 6062.660645
	Iteration 17Q: 3 clusters Score -2.430384e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 203232 members 
Entering Unmasked Estep 
Score: -24303866.000000 Penalty: 6062.660645
	Iteration 18Q: 3 clusters Score -2.430387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 203231 members 
Entering Unmasked Estep 
Score: -24303858.000000 Penalty: 6062.660645
	Iteration 19Q: 3 clusters Score -2.430386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 203233 members 
Entering Unmasked Estep 
Score: -24303858.000000 Penalty: 6062.660645
	Iteration 20F: 3 clusters Score -2.430386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 203235 members 
Entering Unmasked Estep 
Score: -24303874.000000 Penalty: 6062.660645
	Iteration 21Q: 3 clusters Score -2.430387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 203236 members 
Entering Unmasked Estep 
Score: -24303884.000000 Penalty: 6062.660645
	Iteration 22Q: 3 clusters Score -2.430388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 203237 members 
Entering Unmasked Estep 
Score: -24303884.000000 Penalty: 6062.660645
	Iteration 23Q: 3 clusters Score -2.430388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 203238 members 
Entering Unmasked Estep 
Score: -24303888.000000 Penalty: 6062.660645
	Iteration 24Q: 3 clusters Score -2.430389e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 203239 members 
Entering Unmasked Estep 
Score: -24303890.000000 Penalty: 6062.660645
	Iteration 25Q: 3 clusters Score -2.430389e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 203238 members 
Entering Unmasked Estep 
Score: -24303890.000000 Penalty: 6062.660645
	Iteration 26Q: 3 clusters Score -2.430389e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 203238 members 
Entering Unmasked Estep 
Score: -24303890.000000 Penalty: 6062.660645
	Iteration 27F: 3 clusters Score -2.430389e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 171385 members 
Mstep: Class 2 contains 676 members 
Mstep: Class 3 contains 11723 members 
Mstep: Class 4 contains 30887 members 
Mstep: Class 5 contains 81529 members 
Mstep: Class 6 contains 31541 members 
Mstep: Class 7 contains 9025 members 
Mstep: Class 8 contains 5894 members 
Mstep: Class 9 contains 55557 members 
Mstep: Class 10 contains 26717 members 
Mstep: Class 11 contains 14153 members 
Mstep: Class 12 contains 10139 members 
Mstep: Class 13 contains 236302 members 
Mstep: Class 14 contains 12642 members 
Mstep: Class 15 contains 158332 members 
Mstep: Class 16 contains 14561 members 
Mstep: Class 17 contains 10195 members 
Mstep: Class 18 contains 7979 members 
Mstep: Class 19 contains 8879 members 
Mstep: Class 20 contains 8571 members 
Mstep: Class 21 contains 4601 members 
Mstep: Class 22 contains 320742 members 
Mstep: Class 23 contains 5554 members 
Mstep: Class 24 contains 186 members 
Mstep: Class 25 contains 83807 members 
Mstep: Class 26 contains 823 members 
Mstep: Class 27 contains 83689 members 
Mstep: Class 28 contains 65794 members 
Mstep: Class 29 contains 4825 members 
Mstep: Class 30 contains 9136 members 
Mstep: Class 31 contains 6937 members 
Mstep: Class 32 contains 10486 members 
Mstep: Class 33 contains 41004 members 
Mstep: Class 34 contains 11992 members 
Mstep: Class 35 contains 2910 members 
Mstep: Class 36 contains 983 members 
Mstep: Class 37 contains 8241 members 
Mstep: Class 38 contains 203436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235461488.000000 Penalty: 151070.828125
Iteration 119Q: 43 clusters Score -2.354615e+08 nChanged 9846
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 171395 members 
Mstep: Class 2 contains 668 members 
Mstep: Class 3 contains 13545 members 
Mstep: Class 4 contains 30882 members 
Mstep: Class 5 contains 81545 members 
Mstep: Class 6 contains 31537 members 
Mstep: Class 7 contains 9210 members 
Mstep: Class 8 contains 5889 members 
Mstep: Class 9 contains 55553 members 
Mstep: Class 10 contains 26763 members 
Mstep: Class 11 contains 14102 members 
Mstep: Class 12 contains 10053 members 
Mstep: Class 13 contains 237321 members 
Mstep: Class 14 contains 12692 members 
Mstep: Class 15 contains 158783 members 
Mstep: Class 16 contains 14563 members 
Mstep: Class 17 contains 10194 members 
Mstep: Class 18 contains 7998 members 
Mstep: Class 19 contains 8890 members 
Mstep: Class 20 contains 8592 members 
Mstep: Class 21 contains 4614 members 
Mstep: Class 22 contains 320856 members 
Mstep: Class 23 contains 5569 members 
Mstep: Class 24 contains 195 members 
Mstep: Class 25 contains 83818 members 
Mstep: Class 26 contains 823 members 
Mstep: Class 27 contains 84352 members 
Mstep: Class 28 contains 65066 members 
Mstep: Class 29 contains 4866 members 
Mstep: Class 30 contains 9134 members 
Mstep: Class 31 contains 7023 members 
Mstep: Class 32 contains 10517 members 
Mstep: Class 33 contains 41117 members 
Mstep: Class 34 contains 12188 members 
Mstep: Class 35 contains 2951 members 
Mstep: Class 36 contains 985 members 
Mstep: Class 37 contains 8266 members 
Mstep: Class 38 contains 203625 members 
Mstep: Class 39 contains 208716 members 
Mstep: Class 40 contains 4379 members 
Mstep: Class 41 contains 463 members 
Mstep: Class 42 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235464896.000000 Penalty: 151070.828125
Iteration 120F: 43 clusters Score -2.354649e+08 nChanged 10550
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 171254 members 
Mstep: Class 2 contains 636 members 
Mstep: Class 3 contains 14718 members 
Mstep: Class 4 contains 30837 members 
Mstep: Class 5 contains 81533 members 
Mstep: Class 6 contains 31505 members 
Mstep: Class 7 contains 9460 members 
Mstep: Class 8 contains 5878 members 
Mstep: Class 9 contains 55525 members 
Mstep: Class 10 contains 26782 members 
Mstep: Class 11 contains 14058 members 
Mstep: Class 12 contains 10017 members 
Mstep: Class 13 contains 236681 members 
Mstep: Class 14 contains 12699 members 
Mstep: Class 15 contains 157997 members 
Mstep: Class 16 contains 14565 members 
Mstep: Class 17 contains 10170 members 
Mstep: Class 18 contains 8009 members 
Mstep: Class 19 contains 8874 members 
Mstep: Class 20 contains 8610 members 
Mstep: Class 21 contains 4631 members 
Mstep: Class 22 contains 320863 members 
Mstep: Class 23 contains 5581 members 
Mstep: Class 24 contains 219 members 
Mstep: Class 25 contains 83753 members 
Mstep: Class 26 contains 822 members 
Mstep: Class 27 contains 84581 members 
Mstep: Class 28 contains 64085 members 
Mstep: Class 29 contains 4899 members 
Mstep: Class 30 contains 9133 members 
Mstep: Class 31 contains 6902 members 
Mstep: Class 32 contains 10487 members 
Mstep: Class 33 contains 41155 members 
Mstep: Class 34 contains 12201 members 
Mstep: Class 35 contains 2966 members 
Mstep: Class 36 contains 981 members 
Mstep: Class 37 contains 8265 members 
Mstep: Class 38 contains 203524 members 
Mstep: Class 39 contains 208894 members 
Mstep: Class 40 contains 5473 members 
Mstep: Class 41 contains 468 members 
Mstep: Class 42 contains 452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235468976.000000 Penalty: 151070.828125
Iteration 121Q: 43 clusters Score -2.35469e+08 nChanged 8393
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 171141 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 15697 members 
Mstep: Class 4 contains 30790 members 
Mstep: Class 5 contains 81550 members 
Mstep: Class 6 contains 31472 members 
Mstep: Class 7 contains 9710 members 
Mstep: Class 8 contains 5881 members 
Mstep: Class 9 contains 55500 members 
Mstep: Class 10 contains 26802 members 
Mstep: Class 11 contains 14046 members 
Mstep: Class 12 contains 9976 members 
Mstep: Class 13 contains 236003 members 
Mstep: Class 14 contains 12704 members 
Mstep: Class 15 contains 157239 members 
Mstep: Class 16 contains 14569 members 
Mstep: Class 17 contains 10145 members 
Mstep: Class 18 contains 8011 members 
Mstep: Class 19 contains 8865 members 
Mstep: Class 20 contains 8630 members 
Mstep: Class 21 contains 4651 members 
Mstep: Class 22 contains 320893 members 
Mstep: Class 23 contains 5591 members 
Mstep: Class 24 contains 231 members 
Mstep: Class 25 contains 83675 members 
Mstep: Class 26 contains 822 members 
Mstep: Class 27 contains 84791 members 
Mstep: Class 28 contains 63189 members 
Mstep: Class 29 contains 4938 members 
Mstep: Class 30 contains 9129 members 
Mstep: Class 31 contains 6840 members 
Mstep: Class 32 contains 10469 members 
Mstep: Class 33 contains 41218 members 
Mstep: Class 34 contains 12250 members 
Mstep: Class 35 contains 3001 members 
Mstep: Class 36 contains 983 members 
Mstep: Class 37 contains 8260 members 
Mstep: Class 38 contains 203453 members 
Mstep: Class 39 contains 209219 members 
Mstep: Class 40 contains 6266 members 
Mstep: Class 41 contains 468 members 
Mstep: Class 42 contains 462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235470672.000000 Penalty: 151070.828125
Iteration 122Q: 43 clusters Score -2.354707e+08 nChanged 7717
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 171050 members 
Mstep: Class 2 contains 607 members 
Mstep: Class 3 contains 16602 members 
Mstep: Class 4 contains 30751 members 
Mstep: Class 5 contains 81578 members 
Mstep: Class 6 contains 31434 members 
Mstep: Class 7 contains 9995 members 
Mstep: Class 8 contains 5882 members 
Mstep: Class 9 contains 55473 members 
Mstep: Class 10 contains 26831 members 
Mstep: Class 11 contains 14049 members 
Mstep: Class 12 contains 9963 members 
Mstep: Class 13 contains 235009 members 
Mstep: Class 14 contains 12719 members 
Mstep: Class 15 contains 156585 members 
Mstep: Class 16 contains 14571 members 
Mstep: Class 17 contains 10118 members 
Mstep: Class 18 contains 8015 members 
Mstep: Class 19 contains 8857 members 
Mstep: Class 20 contains 8651 members 
Mstep: Class 21 contains 4677 members 
Mstep: Class 22 contains 320934 members 
Mstep: Class 23 contains 5606 members 
Mstep: Class 24 contains 229 members 
Mstep: Class 25 contains 83616 members 
Mstep: Class 26 contains 821 members 
Mstep: Class 27 contains 84893 members 
Mstep: Class 28 contains 62329 members 
Mstep: Class 29 contains 4984 members 
Mstep: Class 30 contains 9128 members 
Mstep: Class 31 contains 6806 members 
Mstep: Class 32 contains 10472 members 
Mstep: Class 33 contains 41279 members 
Mstep: Class 34 contains 12269 members 
Mstep: Class 35 contains 3029 members 
Mstep: Class 36 contains 989 members 
Mstep: Class 37 contains 8258 members 
Mstep: Class 38 contains 203352 members 
Mstep: Class 39 contains 209952 members 
Mstep: Class 40 contains 6847 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235471984.000000 Penalty: 151070.828125
Iteration 123Q: 43 clusters Score -2.35472e+08 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 170912 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 17409 members 
Mstep: Class 4 contains 30722 members 
Mstep: Class 5 contains 81609 members 
Mstep: Class 6 contains 31396 members 
Mstep: Class 7 contains 10273 members 
Mstep: Class 8 contains 5880 members 
Mstep: Class 9 contains 55440 members 
Mstep: Class 10 contains 26851 members 
Mstep: Class 11 contains 14068 members 
Mstep: Class 12 contains 9965 members 
Mstep: Class 13 contains 233799 members 
Mstep: Class 14 contains 12728 members 
Mstep: Class 15 contains 156011 members 
Mstep: Class 16 contains 14586 members 
Mstep: Class 17 contains 10098 members 
Mstep: Class 18 contains 8018 members 
Mstep: Class 19 contains 8853 members 
Mstep: Class 20 contains 8684 members 
Mstep: Class 21 contains 4695 members 
Mstep: Class 22 contains 320990 members 
Mstep: Class 23 contains 5617 members 
Mstep: Class 24 contains 227 members 
Mstep: Class 25 contains 83574 members 
Mstep: Class 26 contains 820 members 
Mstep: Class 27 contains 84980 members 
Mstep: Class 28 contains 61515 members 
Mstep: Class 29 contains 5031 members 
Mstep: Class 30 contains 9127 members 
Mstep: Class 31 contains 6790 members 
Mstep: Class 32 contains 10464 members 
Mstep: Class 33 contains 41334 members 
Mstep: Class 34 contains 12289 members 
Mstep: Class 35 contains 3066 members 
Mstep: Class 36 contains 998 members 
Mstep: Class 37 contains 8264 members 
Mstep: Class 38 contains 203251 members 
Mstep: Class 39 contains 210981 members 
Mstep: Class 40 contains 7295 members 
Mstep: Class 41 contains 456 members 
Mstep: Class 42 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235473632.000000 Penalty: 151070.828125
Iteration 124Q: 43 clusters Score -2.354736e+08 nChanged 6955
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 170792 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 18069 members 
Mstep: Class 4 contains 30699 members 
Mstep: Class 5 contains 81653 members 
Mstep: Class 6 contains 31360 members 
Mstep: Class 7 contains 10567 members 
Mstep: Class 8 contains 5884 members 
Mstep: Class 9 contains 55419 members 
Mstep: Class 10 contains 26853 members 
Mstep: Class 11 contains 14104 members 
Mstep: Class 12 contains 9969 members 
Mstep: Class 13 contains 232228 members 
Mstep: Class 14 contains 12735 members 
Mstep: Class 15 contains 155484 members 
Mstep: Class 16 contains 14594 members 
Mstep: Class 17 contains 10085 members 
Mstep: Class 18 contains 8026 members 
Mstep: Class 19 contains 8849 members 
Mstep: Class 20 contains 8718 members 
Mstep: Class 21 contains 4718 members 
Mstep: Class 22 contains 321047 members 
Mstep: Class 23 contains 5618 members 
Mstep: Class 24 contains 227 members 
Mstep: Class 25 contains 83514 members 
Mstep: Class 26 contains 820 members 
Mstep: Class 27 contains 85044 members 
Mstep: Class 28 contains 60819 members 
Mstep: Class 29 contains 5091 members 
Mstep: Class 30 contains 9121 members 
Mstep: Class 31 contains 6765 members 
Mstep: Class 32 contains 10464 members 
Mstep: Class 33 contains 41399 members 
Mstep: Class 34 contains 12314 members 
Mstep: Class 35 contains 3114 members 
Mstep: Class 36 contains 1011 members 
Mstep: Class 37 contains 8272 members 
Mstep: Class 38 contains 203176 members 
Mstep: Class 39 contains 212341 members 
Mstep: Class 40 contains 7662 members 
Mstep: Class 41 contains 443 members 
Mstep: Class 42 contains 477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235474704.000000 Penalty: 151070.828125
Iteration 125Q: 43 clusters Score -2.354747e+08 nChanged 6840
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 170641 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 18683 members 
Mstep: Class 4 contains 30676 members 
Mstep: Class 5 contains 81687 members 
Mstep: Class 6 contains 31322 members 
Mstep: Class 7 contains 10922 members 
Mstep: Class 8 contains 5883 members 
Mstep: Class 9 contains 55395 members 
Mstep: Class 10 contains 26847 members 
Mstep: Class 11 contains 14132 members 
Mstep: Class 12 contains 9961 members 
Mstep: Class 13 contains 230467 members 
Mstep: Class 14 contains 12740 members 
Mstep: Class 15 contains 155000 members 
Mstep: Class 16 contains 14608 members 
Mstep: Class 17 contains 10055 members 
Mstep: Class 18 contains 8025 members 
Mstep: Class 19 contains 8850 members 
Mstep: Class 20 contains 8747 members 
Mstep: Class 21 contains 4738 members 
Mstep: Class 22 contains 321115 members 
Mstep: Class 23 contains 5613 members 
Mstep: Class 24 contains 225 members 
Mstep: Class 25 contains 83437 members 
Mstep: Class 26 contains 823 members 
Mstep: Class 27 contains 85144 members 
Mstep: Class 28 contains 60252 members 
Mstep: Class 29 contains 5142 members 
Mstep: Class 30 contains 9117 members 
Mstep: Class 31 contains 6734 members 
Mstep: Class 32 contains 10455 members 
Mstep: Class 33 contains 41479 members 
Mstep: Class 34 contains 12307 members 
Mstep: Class 35 contains 3146 members 
Mstep: Class 36 contains 1020 members 
Mstep: Class 37 contains 8286 members 
Mstep: Class 38 contains 203112 members 
Mstep: Class 39 contains 213845 members 
Mstep: Class 40 contains 8001 members 
Mstep: Class 41 contains 437 members 
Mstep: Class 42 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235476032.000000 Penalty: 151070.828125
Iteration 126Q: 43 clusters Score -2.35476e+08 nChanged 6901
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 170469 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 19271 members 
Mstep: Class 4 contains 30656 members 
Mstep: Class 5 contains 81749 members 
Mstep: Class 6 contains 31299 members 
Mstep: Class 7 contains 11329 members 
Mstep: Class 8 contains 5881 members 
Mstep: Class 9 contains 55361 members 
Mstep: Class 10 contains 26856 members 
Mstep: Class 11 contains 14190 members 
Mstep: Class 12 contains 9955 members 
Mstep: Class 13 contains 228530 members 
Mstep: Class 14 contains 12742 members 
Mstep: Class 15 contains 154568 members 
Mstep: Class 16 contains 14619 members 
Mstep: Class 17 contains 10032 members 
Mstep: Class 18 contains 8025 members 
Mstep: Class 19 contains 8850 members 
Mstep: Class 20 contains 8774 members 
Mstep: Class 21 contains 4754 members 
Mstep: Class 22 contains 321205 members 
Mstep: Class 23 contains 5609 members 
Mstep: Class 24 contains 225 members 
Mstep: Class 25 contains 83374 members 
Mstep: Class 26 contains 823 members 
Mstep: Class 27 contains 85212 members 
Mstep: Class 28 contains 59786 members 
Mstep: Class 29 contains 5185 members 
Mstep: Class 30 contains 9116 members 
Mstep: Class 31 contains 6705 members 
Mstep: Class 32 contains 10448 members 
Mstep: Class 33 contains 41548 members 
Mstep: Class 34 contains 12266 members 
Mstep: Class 35 contains 3165 members 
Mstep: Class 36 contains 1020 members 
Mstep: Class 37 contains 8294 members 
Mstep: Class 38 contains 203073 members 
Mstep: Class 39 contains 215379 members 
Mstep: Class 40 contains 8289 members 
Mstep: Class 41 contains 437 members 
Mstep: Class 42 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235477168.000000 Penalty: 151070.828125
Iteration 127Q: 43 clusters Score -2.354772e+08 nChanged 7093
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 170254 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 19849 members 
Mstep: Class 4 contains 30635 members 
Mstep: Class 5 contains 81824 members 
Mstep: Class 6 contains 31274 members 
Mstep: Class 7 contains 11694 members 
Mstep: Class 8 contains 5877 members 
Mstep: Class 9 contains 55334 members 
Mstep: Class 10 contains 26853 members 
Mstep: Class 11 contains 14269 members 
Mstep: Class 12 contains 9956 members 
Mstep: Class 13 contains 226344 members 
Mstep: Class 14 contains 12753 members 
Mstep: Class 15 contains 154184 members 
Mstep: Class 16 contains 14628 members 
Mstep: Class 17 contains 10007 members 
Mstep: Class 18 contains 8028 members 
Mstep: Class 19 contains 8843 members 
Mstep: Class 20 contains 8793 members 
Mstep: Class 21 contains 4776 members 
Mstep: Class 22 contains 321259 members 
Mstep: Class 23 contains 5618 members 
Mstep: Class 24 contains 225 members 
Mstep: Class 25 contains 83326 members 
Mstep: Class 26 contains 824 members 
Mstep: Class 27 contains 85279 members 
Mstep: Class 28 contains 59408 members 
Mstep: Class 29 contains 5238 members 
Mstep: Class 30 contains 9114 members 
Mstep: Class 31 contains 6680 members 
Mstep: Class 32 contains 10449 members 
Mstep: Class 33 contains 41615 members 
Mstep: Class 34 contains 12235 members 
Mstep: Class 35 contains 3186 members 
Mstep: Class 36 contains 1020 members 
Mstep: Class 37 contains 8297 members 
Mstep: Class 38 contains 203008 members 
Mstep: Class 39 contains 217145 members 
Mstep: Class 40 contains 8531 members 
Mstep: Class 41 contains 437 members 
Mstep: Class 42 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235477840.000000 Penalty: 151070.828125
Iteration 128Q: 43 clusters Score -2.354778e+08 nChanged 7131
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 170003 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 20394 members 
Mstep: Class 4 contains 30614 members 
Mstep: Class 5 contains 81903 members 
Mstep: Class 6 contains 31256 members 
Mstep: Class 7 contains 12028 members 
Mstep: Class 8 contains 5878 members 
Mstep: Class 9 contains 55314 members 
Mstep: Class 10 contains 26863 members 
Mstep: Class 11 contains 14339 members 
Mstep: Class 12 contains 9954 members 
Mstep: Class 13 contains 223940 members 
Mstep: Class 14 contains 12764 members 
Mstep: Class 15 contains 153813 members 
Mstep: Class 16 contains 14640 members 
Mstep: Class 17 contains 9984 members 
Mstep: Class 18 contains 8032 members 
Mstep: Class 19 contains 8850 members 
Mstep: Class 20 contains 8809 members 
Mstep: Class 21 contains 4804 members 
Mstep: Class 22 contains 321333 members 
Mstep: Class 23 contains 5616 members 
Mstep: Class 24 contains 225 members 
Mstep: Class 25 contains 83276 members 
Mstep: Class 26 contains 825 members 
Mstep: Class 27 contains 85386 members 
Mstep: Class 28 contains 59096 members 
Mstep: Class 29 contains 5286 members 
Mstep: Class 30 contains 9112 members 
Mstep: Class 31 contains 6657 members 
Mstep: Class 32 contains 10452 members 
Mstep: Class 33 contains 41686 members 
Mstep: Class 34 contains 12210 members 
Mstep: Class 35 contains 3204 members 
Mstep: Class 36 contains 1020 members 
Mstep: Class 37 contains 8303 members 
Mstep: Class 38 contains 202958 members 
Mstep: Class 39 contains 219068 members 
Mstep: Class 40 contains 8737 members 
Mstep: Class 41 contains 437 members 
Mstep: Class 42 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235478496.000000 Penalty: 151070.828125
Iteration 129Q: 43 clusters Score -2.354785e+08 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 169787 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 20943 members 
Mstep: Class 4 contains 30590 members 
Mstep: Class 5 contains 81983 members 
Mstep: Class 6 contains 31231 members 
Mstep: Class 7 contains 12307 members 
Mstep: Class 8 contains 5873 members 
Mstep: Class 9 contains 55296 members 
Mstep: Class 10 contains 26881 members 
Mstep: Class 11 contains 14411 members 
Mstep: Class 12 contains 9955 members 
Mstep: Class 13 contains 221258 members 
Mstep: Class 14 contains 12766 members 
Mstep: Class 15 contains 153490 members 
Mstep: Class 16 contains 14651 members 
Mstep: Class 17 contains 9972 members 
Mstep: Class 18 contains 8044 members 
Mstep: Class 19 contains 8852 members 
Mstep: Class 20 contains 8823 members 
Mstep: Class 21 contains 4833 members 
Mstep: Class 22 contains 321452 members 
Mstep: Class 23 contains 5618 members 
Mstep: Class 24 contains 225 members 
Mstep: Class 25 contains 83229 members 
Mstep: Class 26 contains 824 members 
Mstep: Class 27 contains 85529 members 
Mstep: Class 28 contains 58811 members 
Mstep: Class 29 contains 5316 members 
Mstep: Class 30 contains 9113 members 
Mstep: Class 31 contains 6633 members 
Mstep: Class 32 contains 10456 members 
Mstep: Class 33 contains 41736 members 
Mstep: Class 34 contains 12180 members 
Mstep: Class 35 contains 3219 members 
Mstep: Class 36 contains 1020 members 
Mstep: Class 37 contains 8305 members 
Mstep: Class 38 contains 202892 members 
Mstep: Class 39 contains 221201 members 
Mstep: Class 40 contains 8927 members 
Mstep: Class 41 contains 437 members 
Mstep: Class 42 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235479792.000000 Penalty: 151070.828125
Iteration 130Q: 43 clusters Score -2.354798e+08 nChanged 7210
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 169558 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 21466 members 
Mstep: Class 4 contains 30584 members 
Mstep: Class 5 contains 82060 members 
Mstep: Class 6 contains 31189 members 
Mstep: Class 7 contains 12576 members 
Mstep: Class 8 contains 5873 members 
Mstep: Class 9 contains 55269 members 
Mstep: Class 10 contains 26893 members 
Mstep: Class 11 contains 14487 members 
Mstep: Class 12 contains 9965 members 
Mstep: Class 13 contains 218416 members 
Mstep: Class 14 contains 12782 members 
Mstep: Class 15 contains 153189 members 
Mstep: Class 16 contains 14654 members 
Mstep: Class 17 contains 9950 members 
Mstep: Class 18 contains 8050 members 
Mstep: Class 19 contains 8847 members 
Mstep: Class 20 contains 8834 members 
Mstep: Class 21 contains 4860 members 
Mstep: Class 22 contains 321590 members 
Mstep: Class 23 contains 5616 members 
Mstep: Class 24 contains 225 members 
Mstep: Class 25 contains 83181 members 
Mstep: Class 26 contains 824 members 
Mstep: Class 27 contains 85738 members 
Mstep: Class 28 contains 58582 members 
Mstep: Class 29 contains 5326 members 
Mstep: Class 30 contains 9109 members 
Mstep: Class 31 contains 6625 members 
Mstep: Class 32 contains 10460 members 
Mstep: Class 33 contains 41771 members 
Mstep: Class 34 contains 12139 members 
Mstep: Class 35 contains 3233 members 
Mstep: Class 36 contains 1020 members 
Mstep: Class 37 contains 8315 members 
Mstep: Class 38 contains 202821 members 
Mstep: Class 39 contains 223459 members 
Mstep: Class 40 contains 9096 members 
Mstep: Class 41 contains 437 members 
Mstep: Class 42 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235479936.000000 Penalty: 151070.828125
Iteration 131Q: 43 clusters Score -2.354799e+08 nChanged 7041
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 169305 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 21991 members 
Mstep: Class 4 contains 30579 members 
Mstep: Class 5 contains 82128 members 
Mstep: Class 6 contains 31155 members 
Mstep: Class 7 contains 12805 members 
Mstep: Class 8 contains 5870 members 
Mstep: Class 9 contains 55252 members 
Mstep: Class 10 contains 26906 members 
Mstep: Class 11 contains 14557 members 
Mstep: Class 12 contains 9961 members 
Mstep: Class 13 contains 215559 members 
Mstep: Class 14 contains 12788 members 
Mstep: Class 15 contains 152918 members 
Mstep: Class 16 contains 14657 members 
Mstep: Class 17 contains 9932 members 
Mstep: Class 18 contains 8058 members 
Mstep: Class 19 contains 8846 members 
Mstep: Class 20 contains 8837 members 
Mstep: Class 21 contains 4886 members 
Mstep: Class 22 contains 321679 members 
Mstep: Class 23 contains 5613 members 
Mstep: Class 24 contains 225 members 
Mstep: Class 25 contains 83159 members 
Mstep: Class 26 contains 824 members 
Mstep: Class 27 contains 85932 members 
Mstep: Class 28 contains 58413 members 
Mstep: Class 29 contains 5334 members 
Mstep: Class 30 contains 9109 members 
Mstep: Class 31 contains 6620 members 
Mstep: Class 32 contains 10464 members 
Mstep: Class 33 contains 41811 members 
Mstep: Class 34 contains 12096 members 
Mstep: Class 35 contains 3247 members 
Mstep: Class 36 contains 1020 members 
Mstep: Class 37 contains 8320 members 
Mstep: Class 38 contains 202722 members 
Mstep: Class 39 contains 225792 members 
Mstep: Class 40 contains 9262 members 
Mstep: Class 41 contains 437 members 
Mstep: Class 42 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235480208.000000 Penalty: 151070.828125
Iteration 132Q: 43 clusters Score -2.354802e+08 nChanged 6892
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 169110 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 22537 members 
Mstep: Class 4 contains 30580 members 
Mstep: Class 5 contains 82170 members 
Mstep: Class 6 contains 31120 members 
Mstep: Class 7 contains 13038 members 
Mstep: Class 8 contains 5869 members 
Mstep: Class 9 contains 55238 members 
Mstep: Class 10 contains 26937 members 
Mstep: Class 11 contains 14623 members 
Mstep: Class 12 contains 9970 members 
Mstep: Class 13 contains 212590 members 
Mstep: Class 14 contains 12804 members 
Mstep: Class 15 contains 152695 members 
Mstep: Class 16 contains 14653 members 
Mstep: Class 17 contains 9906 members 
Mstep: Class 18 contains 8063 members 
Mstep: Class 19 contains 8834 members 
Mstep: Class 20 contains 8844 members 
Mstep: Class 21 contains 4893 members 
Mstep: Class 22 contains 321799 members 
Mstep: Class 23 contains 5613 members 
Mstep: Class 24 contains 225 members 
Mstep: Class 25 contains 83137 members 
Mstep: Class 26 contains 825 members 
Mstep: Class 27 contains 86156 members 
Mstep: Class 28 contains 58265 members 
Mstep: Class 29 contains 5336 members 
Mstep: Class 30 contains 9109 members 
Mstep: Class 31 contains 6611 members 
Mstep: Class 32 contains 10464 members 
Mstep: Class 33 contains 41844 members 
Mstep: Class 34 contains 12055 members 
Mstep: Class 35 contains 3256 members 
Mstep: Class 36 contains 1020 members 
Mstep: Class 37 contains 8319 members 
Mstep: Class 38 contains 202608 members 
Mstep: Class 39 contains 228127 members 
Mstep: Class 40 contains 9389 members 
Mstep: Class 41 contains 437 members 
Mstep: Class 42 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235479712.000000 Penalty: 151070.828125
Iteration 133Q: 43 clusters Score -2.354797e+08 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 168965 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 23130 members 
Mstep: Class 4 contains 30573 members 
Mstep: Class 5 contains 82208 members 
Mstep: Class 6 contains 31093 members 
Mstep: Class 7 contains 13270 members 
Mstep: Class 8 contains 5866 members 
Mstep: Class 9 contains 55229 members 
Mstep: Class 10 contains 26942 members 
Mstep: Class 11 contains 14682 members 
Mstep: Class 12 contains 9967 members 
Mstep: Class 13 contains 209638 members 
Mstep: Class 14 contains 12806 members 
Mstep: Class 15 contains 152536 members 
Mstep: Class 16 contains 14660 members 
Mstep: Class 17 contains 9884 members 
Mstep: Class 18 contains 8073 members 
Mstep: Class 19 contains 8827 members 
Mstep: Class 20 contains 8850 members 
Mstep: Class 21 contains 4898 members 
Mstep: Class 22 contains 321949 members 
Mstep: Class 23 contains 5606 members 
Mstep: Class 24 contains 225 members 
Mstep: Class 25 contains 83110 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 86397 members 
Mstep: Class 28 contains 58154 members 
Mstep: Class 29 contains 5339 members 
Mstep: Class 30 contains 9111 members 
Mstep: Class 31 contains 6608 members 
Mstep: Class 32 contains 10456 members 
Mstep: Class 33 contains 41871 members 
Mstep: Class 34 contains 12006 members 
Mstep: Class 35 contains 3267 members 
Mstep: Class 36 contains 1021 members 
Mstep: Class 37 contains 8320 members 
Mstep: Class 38 contains 202497 members 
Mstep: Class 39 contains 230313 members 
Mstep: Class 40 contains 9459 members 
Mstep: Class 41 contains 437 members 
Mstep: Class 42 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235480528.000000 Penalty: 151070.828125
Iteration 134Q: 43 clusters Score -2.354805e+08 nChanged 6695
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 168813 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 23713 members 
Mstep: Class 4 contains 30563 members 
Mstep: Class 5 contains 82251 members 
Mstep: Class 6 contains 31053 members 
Mstep: Class 7 contains 13455 members 
Mstep: Class 8 contains 5868 members 
Mstep: Class 9 contains 55222 members 
Mstep: Class 10 contains 26932 members 
Mstep: Class 11 contains 14751 members 
Mstep: Class 12 contains 9988 members 
Mstep: Class 13 contains 206656 members 
Mstep: Class 14 contains 12808 members 
Mstep: Class 15 contains 152364 members 
Mstep: Class 16 contains 14665 members 
Mstep: Class 17 contains 9853 members 
Mstep: Class 18 contains 8079 members 
Mstep: Class 19 contains 8824 members 
Mstep: Class 20 contains 8863 members 
Mstep: Class 21 contains 4906 members 
Mstep: Class 22 contains 322112 members 
Mstep: Class 23 contains 5605 members 
Mstep: Class 24 contains 225 members 
Mstep: Class 25 contains 83082 members 
Mstep: Class 26 contains 827 members 
Mstep: Class 27 contains 86617 members 
Mstep: Class 28 contains 58065 members 
Mstep: Class 29 contains 5337 members 
Mstep: Class 30 contains 9107 members 
Mstep: Class 31 contains 6598 members 
Mstep: Class 32 contains 10462 members 
Mstep: Class 33 contains 41910 members 
Mstep: Class 34 contains 11957 members 
Mstep: Class 35 contains 3284 members 
Mstep: Class 36 contains 1021 members 
Mstep: Class 37 contains 8319 members 
Mstep: Class 38 contains 202392 members 
Mstep: Class 39 contains 232544 members 
Mstep: Class 40 contains 9541 members 
Mstep: Class 41 contains 437 members 
Mstep: Class 42 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235480128.000000 Penalty: 151070.828125
Iteration 135Q: 43 clusters Score -2.354801e+08 nChanged 6455
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 168698 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 24304 members 
Mstep: Class 4 contains 30550 members 
Mstep: Class 5 contains 82275 members 
Mstep: Class 6 contains 31023 members 
Mstep: Class 7 contains 13602 members 
Mstep: Class 8 contains 5869 members 
Mstep: Class 9 contains 55218 members 
Mstep: Class 10 contains 26907 members 
Mstep: Class 11 contains 14803 members 
Mstep: Class 12 contains 9994 members 
Mstep: Class 13 contains 203695 members 
Mstep: Class 14 contains 12814 members 
Mstep: Class 15 contains 152220 members 
Mstep: Class 16 contains 14670 members 
Mstep: Class 17 contains 9838 members 
Mstep: Class 18 contains 8080 members 
Mstep: Class 19 contains 8825 members 
Mstep: Class 20 contains 8870 members 
Mstep: Class 21 contains 4921 members 
Mstep: Class 22 contains 322315 members 
Mstep: Class 23 contains 5601 members 
Mstep: Class 24 contains 225 members 
Mstep: Class 25 contains 83058 members 
Mstep: Class 26 contains 827 members 
Mstep: Class 27 contains 86856 members 
Mstep: Class 28 contains 57944 members 
Mstep: Class 29 contains 5331 members 
Mstep: Class 30 contains 9106 members 
Mstep: Class 31 contains 6587 members 
Mstep: Class 32 contains 10463 members 
Mstep: Class 33 contains 41957 members 
Mstep: Class 34 contains 11922 members 
Mstep: Class 35 contains 3296 members 
Mstep: Class 36 contains 1021 members 
Mstep: Class 37 contains 8321 members 
Mstep: Class 38 contains 202289 members 
Mstep: Class 39 contains 234729 members 
Mstep: Class 40 contains 9608 members 
Mstep: Class 41 contains 437 members 
Mstep: Class 42 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235480560.000000 Penalty: 151070.828125
Iteration 136Q: 43 clusters Score -2.354806e+08 nChanged 6356
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 168589 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 24850 members 
Mstep: Class 4 contains 30537 members 
Mstep: Class 5 contains 82312 members 
Mstep: Class 6 contains 30995 members 
Mstep: Class 7 contains 13753 members 
Mstep: Class 8 contains 5867 members 
Mstep: Class 9 contains 55216 members 
Mstep: Class 10 contains 26872 members 
Mstep: Class 11 contains 14855 members 
Mstep: Class 12 contains 9998 members 
Mstep: Class 13 contains 200906 members 
Mstep: Class 14 contains 12820 members 
Mstep: Class 15 contains 152113 members 
Mstep: Class 16 contains 14673 members 
Mstep: Class 17 contains 9811 members 
Mstep: Class 18 contains 8089 members 
Mstep: Class 19 contains 8824 members 
Mstep: Class 20 contains 8872 members 
Mstep: Class 21 contains 4931 members 
Mstep: Class 22 contains 322530 members 
Mstep: Class 23 contains 5598 members 
Mstep: Class 24 contains 225 members 
Mstep: Class 25 contains 83038 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 87102 members 
Mstep: Class 28 contains 57851 members 
Mstep: Class 29 contains 5329 members 
Mstep: Class 30 contains 9107 members 
Mstep: Class 31 contains 6574 members 
Mstep: Class 32 contains 10475 members 
Mstep: Class 33 contains 41993 members 
Mstep: Class 34 contains 11886 members 
Mstep: Class 35 contains 3308 members 
Mstep: Class 36 contains 1021 members 
Mstep: Class 37 contains 8322 members 
Mstep: Class 38 contains 202184 members 
Mstep: Class 39 contains 236715 members 
Mstep: Class 40 contains 9663 members 
Mstep: Class 41 contains 437 members 
Mstep: Class 42 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235480656.000000 Penalty: 151070.828125
Iteration 137Q: 43 clusters Score -2.354807e+08 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 168490 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 25380 members 
Mstep: Class 4 contains 30522 members 
Mstep: Class 5 contains 82346 members 
Mstep: Class 6 contains 30964 members 
Mstep: Class 7 contains 13855 members 
Mstep: Class 8 contains 5865 members 
Mstep: Class 9 contains 55229 members 
Mstep: Class 10 contains 26848 members 
Mstep: Class 11 contains 14895 members 
Mstep: Class 12 contains 10001 members 
Mstep: Class 13 contains 198209 members 
Mstep: Class 14 contains 12831 members 
Mstep: Class 15 contains 152007 members 
Mstep: Class 16 contains 14682 members 
Mstep: Class 17 contains 9771 members 
Mstep: Class 18 contains 8094 members 
Mstep: Class 19 contains 8825 members 
Mstep: Class 20 contains 8875 members 
Mstep: Class 21 contains 4932 members 
Mstep: Class 22 contains 322772 members 
Mstep: Class 23 contains 5593 members 
Mstep: Class 24 contains 225 members 
Mstep: Class 25 contains 83015 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 87354 members 
Mstep: Class 28 contains 57784 members 
Mstep: Class 29 contains 5322 members 
Mstep: Class 30 contains 9107 members 
Mstep: Class 31 contains 6563 members 
Mstep: Class 32 contains 10470 members 
Mstep: Class 33 contains 42039 members 
Mstep: Class 34 contains 11856 members 
Mstep: Class 35 contains 3326 members 
Mstep: Class 36 contains 1021 members 
Mstep: Class 37 contains 8321 members 
Mstep: Class 38 contains 202087 members 
Mstep: Class 39 contains 238611 members 
Mstep: Class 40 contains 9717 members 
Mstep: Class 41 contains 437 members 
Mstep: Class 42 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235480384.000000 Penalty: 151070.828125
Iteration 138Q: 43 clusters Score -2.354804e+08 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 168456 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 25889 members 
Mstep: Class 4 contains 30499 members 
Mstep: Class 5 contains 82367 members 
Mstep: Class 6 contains 30927 members 
Mstep: Class 7 contains 13958 members 
Mstep: Class 8 contains 5862 members 
Mstep: Class 9 contains 55245 members 
Mstep: Class 10 contains 26827 members 
Mstep: Class 11 contains 14927 members 
Mstep: Class 12 contains 10001 members 
Mstep: Class 13 contains 195600 members 
Mstep: Class 14 contains 12838 members 
Mstep: Class 15 contains 151895 members 
Mstep: Class 16 contains 14682 members 
Mstep: Class 17 contains 9747 members 
Mstep: Class 18 contains 8102 members 
Mstep: Class 19 contains 8832 members 
Mstep: Class 20 contains 8882 members 
Mstep: Class 21 contains 4936 members 
Mstep: Class 22 contains 323022 members 
Mstep: Class 23 contains 5587 members 
Mstep: Class 24 contains 225 members 
Mstep: Class 25 contains 82987 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 87606 members 
Mstep: Class 28 contains 57745 members 
Mstep: Class 29 contains 5297 members 
Mstep: Class 30 contains 9106 members 
Mstep: Class 31 contains 6548 members 
Mstep: Class 32 contains 10483 members 
Mstep: Class 33 contains 42088 members 
Mstep: Class 34 contains 11809 members 
Mstep: Class 35 contains 3329 members 
Mstep: Class 36 contains 1021 members 
Mstep: Class 37 contains 8320 members 
Mstep: Class 38 contains 202016 members 
Mstep: Class 39 contains 240359 members 
Mstep: Class 40 contains 9784 members 
Mstep: Class 41 contains 437 members 
Mstep: Class 42 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235480832.000000 Penalty: 151070.828125
Iteration 139Q: 43 clusters Score -2.354808e+08 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 168386 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 26323 members 
Mstep: Class 4 contains 30483 members 
Mstep: Class 5 contains 82383 members 
Mstep: Class 6 contains 30884 members 
Mstep: Class 7 contains 14057 members 
Mstep: Class 8 contains 5863 members 
Mstep: Class 9 contains 55267 members 
Mstep: Class 10 contains 26801 members 
Mstep: Class 11 contains 14956 members 
Mstep: Class 12 contains 9999 members 
Mstep: Class 13 contains 193133 members 
Mstep: Class 14 contains 12854 members 
Mstep: Class 15 contains 151791 members 
Mstep: Class 16 contains 14682 members 
Mstep: Class 17 contains 9709 members 
Mstep: Class 18 contains 8101 members 
Mstep: Class 19 contains 8839 members 
Mstep: Class 20 contains 8891 members 
Mstep: Class 21 contains 4942 members 
Mstep: Class 22 contains 323296 members 
Mstep: Class 23 contains 5579 members 
Mstep: Class 24 contains 225 members 
Mstep: Class 25 contains 82956 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 87865 members 
Mstep: Class 28 contains 57739 members 
Mstep: Class 29 contains 5277 members 
Mstep: Class 30 contains 9106 members 
Mstep: Class 31 contains 6529 members 
Mstep: Class 32 contains 10493 members 
Mstep: Class 33 contains 42117 members 
Mstep: Class 34 contains 11757 members 
Mstep: Class 35 contains 3342 members 
Mstep: Class 36 contains 1021 members 
Mstep: Class 37 contains 8319 members 
Mstep: Class 38 contains 201930 members 
Mstep: Class 39 contains 242069 members 
Mstep: Class 40 contains 9839 members 
Mstep: Class 41 contains 437 members 
Mstep: Class 42 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235481968.000000 Penalty: 151070.828125
Iteration 140F: 43 clusters Score -2.35482e+08 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 168293 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 27020 members 
Mstep: Class 4 contains 30450 members 
Mstep: Class 5 contains 82388 members 
Mstep: Class 6 contains 30847 members 
Mstep: Class 7 contains 14150 members 
Mstep: Class 8 contains 5862 members 
Mstep: Class 9 contains 55274 members 
Mstep: Class 10 contains 26797 members 
Mstep: Class 11 contains 14986 members 
Mstep: Class 12 contains 9998 members 
Mstep: Class 13 contains 190986 members 
Mstep: Class 14 contains 12855 members 
Mstep: Class 15 contains 151702 members 
Mstep: Class 16 contains 14679 members 
Mstep: Class 17 contains 9678 members 
Mstep: Class 18 contains 8105 members 
Mstep: Class 19 contains 8843 members 
Mstep: Class 20 contains 8899 members 
Mstep: Class 21 contains 4952 members 
Mstep: Class 22 contains 323567 members 
Mstep: Class 23 contains 5573 members 
Mstep: Class 24 contains 225 members 
Mstep: Class 25 contains 82912 members 
Mstep: Class 26 contains 831 members 
Mstep: Class 27 contains 88129 members 
Mstep: Class 28 contains 57611 members 
Mstep: Class 29 contains 5253 members 
Mstep: Class 30 contains 9108 members 
Mstep: Class 31 contains 6520 members 
Mstep: Class 32 contains 10490 members 
Mstep: Class 33 contains 42138 members 
Mstep: Class 34 contains 11714 members 
Mstep: Class 35 contains 3347 members 
Mstep: Class 36 contains 1021 members 
Mstep: Class 37 contains 8320 members 
Mstep: Class 38 contains 201840 members 
Mstep: Class 39 contains 243391 members 
Mstep: Class 40 contains 9878 members 
Mstep: Class 41 contains 437 members 
Mstep: Class 42 contains 481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235481760.000000 Penalty: 151070.828125
Iteration 141Q: 43 clusters Score -2.354818e+08 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 168245 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 27669 members 
Mstep: Class 4 contains 30416 members 
Mstep: Class 5 contains 82389 members 
Mstep: Class 6 contains 30810 members 
Mstep: Class 7 contains 14259 members 
Mstep: Class 8 contains 5863 members 
Mstep: Class 9 contains 55282 members 
Mstep: Class 10 contains 26783 members 
Mstep: Class 11 contains 15011 members 
Mstep: Class 12 contains 10003 members 
Mstep: Class 13 contains 189204 members 
Mstep: Class 14 contains 12864 members 
Mstep: Class 15 contains 151609 members 
Mstep: Class 16 contains 14678 members 
Mstep: Class 17 contains 9645 members 
Mstep: Class 18 contains 8103 members 
Mstep: Class 19 contains 8841 members 
Mstep: Class 20 contains 8906 members 
Mstep: Class 21 contains 4966 members 
Mstep: Class 22 contains 323791 members 
Mstep: Class 23 contains 5571 members 
Mstep: Class 24 contains 225 members 
Mstep: Class 25 contains 82884 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 88339 members 
Mstep: Class 28 contains 57497 members 
Mstep: Class 29 contains 5221 members 
Mstep: Class 30 contains 9107 members 
Mstep: Class 31 contains 6518 members 
Mstep: Class 32 contains 10496 members 
Mstep: Class 33 contains 42150 members 
Mstep: Class 34 contains 11672 members 
Mstep: Class 35 contains 3361 members 
Mstep: Class 36 contains 1021 members 
Mstep: Class 37 contains 8318 members 
Mstep: Class 38 contains 201759 members 
Mstep: Class 39 contains 244397 members 
Mstep: Class 40 contains 9929 members 
Mstep: Class 41 contains 437 members 
Mstep: Class 42 contains 481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235480768.000000 Penalty: 151070.828125
Iteration 142Q: 43 clusters Score -2.354808e+08 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 168208 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 28231 members 
Mstep: Class 4 contains 30368 members 
Mstep: Class 5 contains 82388 members 
Mstep: Class 6 contains 30780 members 
Mstep: Class 7 contains 14330 members 
Mstep: Class 8 contains 5859 members 
Mstep: Class 9 contains 55286 members 
Mstep: Class 10 contains 26776 members 
Mstep: Class 11 contains 15034 members 
Mstep: Class 12 contains 10010 members 
Mstep: Class 13 contains 187725 members 
Mstep: Class 14 contains 12865 members 
Mstep: Class 15 contains 151534 members 
Mstep: Class 16 contains 14682 members 
Mstep: Class 17 contains 9614 members 
Mstep: Class 18 contains 8112 members 
Mstep: Class 19 contains 8844 members 
Mstep: Class 20 contains 8911 members 
Mstep: Class 21 contains 4982 members 
Mstep: Class 22 contains 324006 members 
Mstep: Class 23 contains 5571 members 
Mstep: Class 24 contains 225 members 
Mstep: Class 25 contains 82874 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 88548 members 
Mstep: Class 28 contains 57401 members 
Mstep: Class 29 contains 5206 members 
Mstep: Class 30 contains 9105 members 
Mstep: Class 31 contains 6513 members 
Mstep: Class 32 contains 10508 members 
Mstep: Class 33 contains 42167 members 
Mstep: Class 34 contains 11635 members 
Mstep: Class 35 contains 3376 members 
Mstep: Class 36 contains 1021 members 
Mstep: Class 37 contains 8324 members 
Mstep: Class 38 contains 201689 members 
Mstep: Class 39 contains 245121 members 
Mstep: Class 40 contains 9976 members 
Mstep: Class 41 contains 437 members 
Mstep: Class 42 contains 481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235480864.000000 Penalty: 151070.828125
Iteration 143Q: 43 clusters Score -2.354809e+08 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 168215 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 28690 members 
Mstep: Class 4 contains 30322 members 
Mstep: Class 5 contains 82399 members 
Mstep: Class 6 contains 30742 members 
Mstep: Class 7 contains 14379 members 
Mstep: Class 8 contains 5855 members 
Mstep: Class 9 contains 55301 members 
Mstep: Class 10 contains 26761 members 
Mstep: Class 11 contains 15059 members 
Mstep: Class 12 contains 10020 members 
Mstep: Class 13 contains 186468 members 
Mstep: Class 14 contains 12857 members 
Mstep: Class 15 contains 151463 members 
Mstep: Class 16 contains 14682 members 
Mstep: Class 17 contains 9598 members 
Mstep: Class 18 contains 8125 members 
Mstep: Class 19 contains 8841 members 
Mstep: Class 20 contains 8920 members 
Mstep: Class 21 contains 4997 members 
Mstep: Class 22 contains 324207 members 
Mstep: Class 23 contains 5569 members 
Mstep: Class 24 contains 225 members 
Mstep: Class 25 contains 82866 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 88736 members 
Mstep: Class 28 contains 57308 members 
Mstep: Class 29 contains 5197 members 
Mstep: Class 30 contains 9104 members 
Mstep: Class 31 contains 6501 members 
Mstep: Class 32 contains 10514 members 
Mstep: Class 33 contains 42211 members 
Mstep: Class 34 contains 11617 members 
Mstep: Class 35 contains 3376 members 
Mstep: Class 36 contains 1021 members 
Mstep: Class 37 contains 8327 members 
Mstep: Class 38 contains 201647 members 
Mstep: Class 39 contains 245679 members 
Mstep: Class 40 contains 10006 members 
Mstep: Class 41 contains 437 members 
Mstep: Class 42 contains 481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235480064.000000 Penalty: 151070.828125
Iteration 144Q: 43 clusters Score -2.354801e+08 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 168215 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 29108 members 
Mstep: Class 4 contains 30280 members 
Mstep: Class 5 contains 82405 members 
Mstep: Class 6 contains 30699 members 
Mstep: Class 7 contains 14439 members 
Mstep: Class 8 contains 5853 members 
Mstep: Class 9 contains 55314 members 
Mstep: Class 10 contains 26752 members 
Mstep: Class 11 contains 15080 members 
Mstep: Class 12 contains 10014 members 
Mstep: Class 13 contains 185506 members 
Mstep: Class 14 contains 12847 members 
Mstep: Class 15 contains 151409 members 
Mstep: Class 16 contains 14681 members 
Mstep: Class 17 contains 9578 members 
Mstep: Class 18 contains 8135 members 
Mstep: Class 19 contains 8842 members 
Mstep: Class 20 contains 8933 members 
Mstep: Class 21 contains 5020 members 
Mstep: Class 22 contains 324439 members 
Mstep: Class 23 contains 5569 members 
Mstep: Class 24 contains 225 members 
Mstep: Class 25 contains 82852 members 
Mstep: Class 26 contains 827 members 
Mstep: Class 27 contains 88889 members 
Mstep: Class 28 contains 57230 members 
Mstep: Class 29 contains 5200 members 
Mstep: Class 30 contains 9103 members 
Mstep: Class 31 contains 6499 members 
Mstep: Class 32 contains 10512 members 
Mstep: Class 33 contains 42235 members 
Mstep: Class 34 contains 11583 members 
Mstep: Class 35 contains 3372 members 
Mstep: Class 36 contains 1021 members 
Mstep: Class 37 contains 8334 members 
Mstep: Class 38 contains 201650 members 
Mstep: Class 39 contains 245949 members 
Mstep: Class 40 contains 10033 members 
Mstep: Class 41 contains 437 members 
Mstep: Class 42 contains 481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235479968.000000 Penalty: 151070.828125
Iteration 145Q: 43 clusters Score -2.3548e+08 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 168241 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 29460 members 
Mstep: Class 4 contains 30240 members 
Mstep: Class 5 contains 82419 members 
Mstep: Class 6 contains 30654 members 
Mstep: Class 7 contains 14472 members 
Mstep: Class 8 contains 5849 members 
Mstep: Class 9 contains 55325 members 
Mstep: Class 10 contains 26747 members 
Mstep: Class 11 contains 15107 members 
Mstep: Class 12 contains 10013 members 
Mstep: Class 13 contains 184882 members 
Mstep: Class 14 contains 12845 members 
Mstep: Class 15 contains 151349 members 
Mstep: Class 16 contains 14678 members 
Mstep: Class 17 contains 9562 members 
Mstep: Class 18 contains 8149 members 
Mstep: Class 19 contains 8841 members 
Mstep: Class 20 contains 8946 members 
Mstep: Class 21 contains 5045 members 
Mstep: Class 22 contains 324621 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 225 members 
Mstep: Class 25 contains 82845 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 89050 members 
Mstep: Class 28 contains 57165 members 
Mstep: Class 29 contains 5204 members 
Mstep: Class 30 contains 9101 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 10518 members 
Mstep: Class 33 contains 42251 members 
Mstep: Class 34 contains 11551 members 
Mstep: Class 35 contains 3367 members 
Mstep: Class 36 contains 1020 members 
Mstep: Class 37 contains 8342 members 
Mstep: Class 38 contains 201640 members 
Mstep: Class 39 contains 245950 members 
Mstep: Class 40 contains 10063 members 
Mstep: Class 41 contains 437 members 
Mstep: Class 42 contains 481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235479472.000000 Penalty: 151070.828125
Iteration 146Q: 43 clusters Score -2.354795e+08 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 168226 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 29759 members 
Mstep: Class 4 contains 30202 members 
Mstep: Class 5 contains 82427 members 
Mstep: Class 6 contains 30641 members 
Mstep: Class 7 contains 14486 members 
Mstep: Class 8 contains 5844 members 
Mstep: Class 9 contains 55338 members 
Mstep: Class 10 contains 26745 members 
Mstep: Class 11 contains 15129 members 
Mstep: Class 12 contains 10011 members 
Mstep: Class 13 contains 184627 members 
Mstep: Class 14 contains 12840 members 
Mstep: Class 15 contains 151304 members 
Mstep: Class 16 contains 14675 members 
Mstep: Class 17 contains 9547 members 
Mstep: Class 18 contains 8168 members 
Mstep: Class 19 contains 8836 members 
Mstep: Class 20 contains 8952 members 
Mstep: Class 21 contains 5067 members 
Mstep: Class 22 contains 324754 members 
Mstep: Class 23 contains 5568 members 
Mstep: Class 24 contains 225 members 
Mstep: Class 25 contains 82840 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 89199 members 
Mstep: Class 28 contains 57117 members 
Mstep: Class 29 contains 5205 members 
Mstep: Class 30 contains 9098 members 
Mstep: Class 31 contains 6498 members 
Mstep: Class 32 contains 10527 members 
Mstep: Class 33 contains 42269 members 
Mstep: Class 34 contains 11514 members 
Mstep: Class 35 contains 3373 members 
Mstep: Class 36 contains 1020 members 
Mstep: Class 37 contains 8339 members 
Mstep: Class 38 contains 201643 members 
Mstep: Class 39 contains 245709 members 
Mstep: Class 40 contains 10084 members 
Mstep: Class 41 contains 437 members 
Mstep: Class 42 contains 481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235480080.000000 Penalty: 151070.828125
Iteration 147Q: 43 clusters Score -2.354801e+08 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 168222 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 30006 members 
Mstep: Class 4 contains 30175 members 
Mstep: Class 5 contains 82439 members 
Mstep: Class 6 contains 30636 members 
Mstep: Class 7 contains 14507 members 
Mstep: Class 8 contains 5841 members 
Mstep: Class 9 contains 55351 members 
Mstep: Class 10 contains 26761 members 
Mstep: Class 11 contains 15143 members 
Mstep: Class 12 contains 10010 members 
Mstep: Class 13 contains 184617 members 
Mstep: Class 14 contains 12836 members 
Mstep: Class 15 contains 151251 members 
Mstep: Class 16 contains 14675 members 
Mstep: Class 17 contains 9525 members 
Mstep: Class 18 contains 8168 members 
Mstep: Class 19 contains 8831 members 
Mstep: Class 20 contains 8958 members 
Mstep: Class 21 contains 5084 members 
Mstep: Class 22 contains 324846 members 
Mstep: Class 23 contains 5568 members 
Mstep: Class 24 contains 225 members 
Mstep: Class 25 contains 82838 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 89360 members 
Mstep: Class 28 contains 57096 members 
Mstep: Class 29 contains 5212 members 
Mstep: Class 30 contains 9092 members 
Mstep: Class 31 contains 6493 members 
Mstep: Class 32 contains 10528 members 
Mstep: Class 33 contains 42286 members 
Mstep: Class 34 contains 11484 members 
Mstep: Class 35 contains 3376 members 
Mstep: Class 36 contains 1020 members 
Mstep: Class 37 contains 8338 members 
Mstep: Class 38 contains 201669 members 
Mstep: Class 39 contains 245233 members 
Mstep: Class 40 contains 10106 members 
Mstep: Class 41 contains 437 members 
Mstep: Class 42 contains 481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235480176.000000 Penalty: 151070.828125
Iteration 148Q: 43 clusters Score -2.354802e+08 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 168239 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 30179 members 
Mstep: Class 4 contains 30146 members 
Mstep: Class 5 contains 82451 members 
Mstep: Class 6 contains 30624 members 
Mstep: Class 7 contains 14525 members 
Mstep: Class 8 contains 5841 members 
Mstep: Class 9 contains 55364 members 
Mstep: Class 10 contains 26765 members 
Mstep: Class 11 contains 15161 members 
Mstep: Class 12 contains 10017 members 
Mstep: Class 13 contains 184912 members 
Mstep: Class 14 contains 12833 members 
Mstep: Class 15 contains 151208 members 
Mstep: Class 16 contains 14675 members 
Mstep: Class 17 contains 9510 members 
Mstep: Class 18 contains 8165 members 
Mstep: Class 19 contains 8829 members 
Mstep: Class 20 contains 8962 members 
Mstep: Class 21 contains 5090 members 
Mstep: Class 22 contains 324929 members 
Mstep: Class 23 contains 5560 members 
Mstep: Class 24 contains 225 members 
Mstep: Class 25 contains 82831 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 89510 members 
Mstep: Class 28 contains 57076 members 
Mstep: Class 29 contains 5212 members 
Mstep: Class 30 contains 9089 members 
Mstep: Class 31 contains 6494 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 42315 members 
Mstep: Class 34 contains 11444 members 
Mstep: Class 35 contains 3383 members 
Mstep: Class 36 contains 1020 members 
Mstep: Class 37 contains 8336 members 
Mstep: Class 38 contains 201717 members 
Mstep: Class 39 contains 244508 members 
Mstep: Class 40 contains 10122 members 
Mstep: Class 41 contains 437 members 
Mstep: Class 42 contains 481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235480496.000000 Penalty: 151070.828125
Iteration 149Q: 43 clusters Score -2.354805e+08 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 168281 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 30287 members 
Mstep: Class 4 contains 30118 members 
Mstep: Class 5 contains 82455 members 
Mstep: Class 6 contains 30612 members 
Mstep: Class 7 contains 14539 members 
Mstep: Class 8 contains 5840 members 
Mstep: Class 9 contains 55381 members 
Mstep: Class 10 contains 26775 members 
Mstep: Class 11 contains 15186 members 
Mstep: Class 12 contains 10021 members 
Mstep: Class 13 contains 185467 members 
Mstep: Class 14 contains 12826 members 
Mstep: Class 15 contains 151174 members 
Mstep: Class 16 contains 14677 members 
Mstep: Class 17 contains 9480 members 
Mstep: Class 18 contains 8161 members 
Mstep: Class 19 contains 8831 members 
Mstep: Class 20 contains 8968 members 
Mstep: Class 21 contains 5096 members 
Mstep: Class 22 contains 324970 members 
Mstep: Class 23 contains 5550 members 
Mstep: Class 24 contains 225 members 
Mstep: Class 25 contains 82823 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 89643 members 
Mstep: Class 28 contains 57112 members 
Mstep: Class 29 contains 5217 members 
Mstep: Class 30 contains 9086 members 
Mstep: Class 31 contains 6479 members 
Mstep: Class 32 contains 10544 members 
Mstep: Class 33 contains 42346 members 
Mstep: Class 34 contains 11417 members 
Mstep: Class 35 contains 3386 members 
Mstep: Class 36 contains 1020 members 
Mstep: Class 37 contains 8343 members 
Mstep: Class 38 contains 201780 members 
Mstep: Class 39 contains 243557 members 
Mstep: Class 40 contains 10133 members 
Mstep: Class 41 contains 437 members 
Mstep: Class 42 contains 481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235480352.000000 Penalty: 151070.828125
Iteration 150Q: 43 clusters Score -2.354804e+08 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 168325 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 30377 members 
Mstep: Class 4 contains 30086 members 
Mstep: Class 5 contains 82460 members 
Mstep: Class 6 contains 30613 members 
Mstep: Class 7 contains 14531 members 
Mstep: Class 8 contains 5840 members 
Mstep: Class 9 contains 55405 members 
Mstep: Class 10 contains 26793 members 
Mstep: Class 11 contains 15208 members 
Mstep: Class 12 contains 10026 members 
Mstep: Class 13 contains 186165 members 
Mstep: Class 14 contains 12817 members 
Mstep: Class 15 contains 151151 members 
Mstep: Class 16 contains 14677 members 
Mstep: Class 17 contains 9454 members 
Mstep: Class 18 contains 8162 members 
Mstep: Class 19 contains 8831 members 
Mstep: Class 20 contains 8975 members 
Mstep: Class 21 contains 5106 members 
Mstep: Class 22 contains 324977 members 
Mstep: Class 23 contains 5538 members 
Mstep: Class 24 contains 225 members 
Mstep: Class 25 contains 82813 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 89773 members 
Mstep: Class 28 contains 57139 members 
Mstep: Class 29 contains 5219 members 
Mstep: Class 30 contains 9084 members 
Mstep: Class 31 contains 6469 members 
Mstep: Class 32 contains 10535 members 
Mstep: Class 33 contains 42368 members 
Mstep: Class 34 contains 11386 members 
Mstep: Class 35 contains 3386 members 
Mstep: Class 36 contains 1020 members 
Mstep: Class 37 contains 8349 members 
Mstep: Class 38 contains 201874 members 
Mstep: Class 39 contains 242506 members 
Mstep: Class 40 contains 10143 members 
Mstep: Class 41 contains 437 members 
Mstep: Class 42 contains 481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235480256.000000 Penalty: 151070.828125
Iteration 151Q: 43 clusters Score -2.354803e+08 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 168402 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 30447 members 
Mstep: Class 4 contains 30058 members 
Mstep: Class 5 contains 82471 members 
Mstep: Class 6 contains 30603 members 
Mstep: Class 7 contains 14533 members 
Mstep: Class 8 contains 5838 members 
Mstep: Class 9 contains 55426 members 
Mstep: Class 10 contains 26795 members 
Mstep: Class 11 contains 15222 members 
Mstep: Class 12 contains 10037 members 
Mstep: Class 13 contains 186991 members 
Mstep: Class 14 contains 12818 members 
Mstep: Class 15 contains 151129 members 
Mstep: Class 16 contains 14675 members 
Mstep: Class 17 contains 9420 members 
Mstep: Class 18 contains 8167 members 
Mstep: Class 19 contains 8837 members 
Mstep: Class 20 contains 8979 members 
Mstep: Class 21 contains 5125 members 
Mstep: Class 22 contains 325033 members 
Mstep: Class 23 contains 5531 members 
Mstep: Class 24 contains 225 members 
Mstep: Class 25 contains 82798 members 
Mstep: Class 26 contains 827 members 
Mstep: Class 27 contains 89890 members 
Mstep: Class 28 contains 57139 members 
Mstep: Class 29 contains 5217 members 
Mstep: Class 30 contains 9083 members 
Mstep: Class 31 contains 6457 members 
Mstep: Class 32 contains 10530 members 
Mstep: Class 33 contains 42383 members 
Mstep: Class 34 contains 11361 members 
Mstep: Class 35 contains 3384 members 
Mstep: Class 36 contains 1019 members 
Mstep: Class 37 contains 8356 members 
Mstep: Class 38 contains 201962 members 
Mstep: Class 39 contains 241309 members 
Mstep: Class 40 contains 10155 members 
Mstep: Class 41 contains 437 members 
Mstep: Class 42 contains 481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235480352.000000 Penalty: 151070.828125
Iteration 152Q: 43 clusters Score -2.354804e+08 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 168487 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 30476 members 
Mstep: Class 4 contains 30029 members 
Mstep: Class 5 contains 82481 members 
Mstep: Class 6 contains 30609 members 
Mstep: Class 7 contains 14519 members 
Mstep: Class 8 contains 5837 members 
Mstep: Class 9 contains 55453 members 
Mstep: Class 10 contains 26796 members 
Mstep: Class 11 contains 15241 members 
Mstep: Class 12 contains 10044 members 
Mstep: Class 13 contains 188028 members 
Mstep: Class 14 contains 12806 members 
Mstep: Class 15 contains 151114 members 
Mstep: Class 16 contains 14675 members 
Mstep: Class 17 contains 9375 members 
Mstep: Class 18 contains 8167 members 
Mstep: Class 19 contains 8843 members 
Mstep: Class 20 contains 8985 members 
Mstep: Class 21 contains 5134 members 
Mstep: Class 22 contains 325074 members 
Mstep: Class 23 contains 5526 members 
Mstep: Class 24 contains 225 members 
Mstep: Class 25 contains 82791 members 
Mstep: Class 26 contains 827 members 
Mstep: Class 27 contains 90002 members 
Mstep: Class 28 contains 57182 members 
Mstep: Class 29 contains 5218 members 
Mstep: Class 30 contains 9081 members 
Mstep: Class 31 contains 6450 members 
Mstep: Class 32 contains 10537 members 
Mstep: Class 33 contains 42404 members 
Mstep: Class 34 contains 11338 members 
Mstep: Class 35 contains 3393 members 
Mstep: Class 36 contains 1018 members 
Mstep: Class 37 contains 8363 members 
Mstep: Class 38 contains 202023 members 
Mstep: Class 39 contains 239918 members 
Mstep: Class 40 contains 10163 members 
Mstep: Class 41 contains 437 members 
Mstep: Class 42 contains 481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235481376.000000 Penalty: 151070.828125
Iteration 153Q: 43 clusters Score -2.354814e+08 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 168590 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 30474 members 
Mstep: Class 4 contains 30001 members 
Mstep: Class 5 contains 82498 members 
Mstep: Class 6 contains 30608 members 
Mstep: Class 7 contains 14487 members 
Mstep: Class 8 contains 5837 members 
Mstep: Class 9 contains 55472 members 
Mstep: Class 10 contains 26789 members 
Mstep: Class 11 contains 15264 members 
Mstep: Class 12 contains 10045 members 
Mstep: Class 13 contains 189125 members 
Mstep: Class 14 contains 12798 members 
Mstep: Class 15 contains 151096 members 
Mstep: Class 16 contains 14676 members 
Mstep: Class 17 contains 9324 members 
Mstep: Class 18 contains 8168 members 
Mstep: Class 19 contains 8840 members 
Mstep: Class 20 contains 8984 members 
Mstep: Class 21 contains 5141 members 
Mstep: Class 22 contains 325108 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 225 members 
Mstep: Class 25 contains 82803 members 
Mstep: Class 26 contains 827 members 
Mstep: Class 27 contains 90099 members 
Mstep: Class 28 contains 57242 members 
Mstep: Class 29 contains 5212 members 
Mstep: Class 30 contains 9078 members 
Mstep: Class 31 contains 6441 members 
Mstep: Class 32 contains 10546 members 
Mstep: Class 33 contains 42417 members 
Mstep: Class 34 contains 11318 members 
Mstep: Class 35 contains 3401 members 
Mstep: Class 36 contains 1018 members 
Mstep: Class 37 contains 8369 members 
Mstep: Class 38 contains 202107 members 
Mstep: Class 39 contains 238509 members 
Mstep: Class 40 contains 10171 members 
Mstep: Class 41 contains 437 members 
Mstep: Class 42 contains 481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235481280.000000 Penalty: 151070.828125
Iteration 154Q: 43 clusters Score -2.354813e+08 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 168700 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 30429 members 
Mstep: Class 4 contains 29975 members 
Mstep: Class 5 contains 82511 members 
Mstep: Class 6 contains 30608 members 
Mstep: Class 7 contains 14456 members 
Mstep: Class 8 contains 5838 members 
Mstep: Class 9 contains 55491 members 
Mstep: Class 10 contains 26780 members 
Mstep: Class 11 contains 15284 members 
Mstep: Class 12 contains 10045 members 
Mstep: Class 13 contains 190351 members 
Mstep: Class 14 contains 12785 members 
Mstep: Class 15 contains 151068 members 
Mstep: Class 16 contains 14677 members 
Mstep: Class 17 contains 9259 members 
Mstep: Class 18 contains 8169 members 
Mstep: Class 19 contains 8841 members 
Mstep: Class 20 contains 8983 members 
Mstep: Class 21 contains 5153 members 
Mstep: Class 22 contains 325116 members 
Mstep: Class 23 contains 5520 members 
Mstep: Class 24 contains 225 members 
Mstep: Class 25 contains 82799 members 
Mstep: Class 26 contains 827 members 
Mstep: Class 27 contains 90189 members 
Mstep: Class 28 contains 57336 members 
Mstep: Class 29 contains 5218 members 
Mstep: Class 30 contains 9077 members 
Mstep: Class 31 contains 6434 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 42434 members 
Mstep: Class 34 contains 11306 members 
Mstep: Class 35 contains 3400 members 
Mstep: Class 36 contains 1019 members 
Mstep: Class 37 contains 8370 members 
Mstep: Class 38 contains 202229 members 
Mstep: Class 39 contains 236996 members 
Mstep: Class 40 contains 10179 members 
Mstep: Class 41 contains 437 members 
Mstep: Class 42 contains 481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235481424.000000 Penalty: 151070.828125
Iteration 155Q: 43 clusters Score -2.354814e+08 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 168835 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 30391 members 
Mstep: Class 4 contains 29937 members 
Mstep: Class 5 contains 82529 members 
Mstep: Class 6 contains 30610 members 
Mstep: Class 7 contains 14407 members 
Mstep: Class 8 contains 5840 members 
Mstep: Class 9 contains 55505 members 
Mstep: Class 10 contains 26788 members 
Mstep: Class 11 contains 15309 members 
Mstep: Class 12 contains 10044 members 
Mstep: Class 13 contains 191671 members 
Mstep: Class 14 contains 12781 members 
Mstep: Class 15 contains 151042 members 
Mstep: Class 16 contains 14678 members 
Mstep: Class 17 contains 9194 members 
Mstep: Class 18 contains 8164 members 
Mstep: Class 19 contains 8840 members 
Mstep: Class 20 contains 8983 members 
Mstep: Class 21 contains 5164 members 
Mstep: Class 22 contains 325128 members 
Mstep: Class 23 contains 5517 members 
Mstep: Class 24 contains 225 members 
Mstep: Class 25 contains 82803 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 90308 members 
Mstep: Class 28 contains 57424 members 
Mstep: Class 29 contains 5223 members 
Mstep: Class 30 contains 9077 members 
Mstep: Class 31 contains 6430 members 
Mstep: Class 32 contains 10565 members 
Mstep: Class 33 contains 42450 members 
Mstep: Class 34 contains 11291 members 
Mstep: Class 35 contains 3395 members 
Mstep: Class 36 contains 1019 members 
Mstep: Class 37 contains 8370 members 
Mstep: Class 38 contains 202356 members 
Mstep: Class 39 contains 235321 members 
Mstep: Class 40 contains 10192 members 
Mstep: Class 41 contains 437 members 
Mstep: Class 42 contains 481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235481808.000000 Penalty: 151070.828125
Iteration 156Q: 43 clusters Score -2.354818e+08 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 168970 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 30351 members 
Mstep: Class 4 contains 29914 members 
Mstep: Class 5 contains 82545 members 
Mstep: Class 6 contains 30614 members 
Mstep: Class 7 contains 14337 members 
Mstep: Class 8 contains 5841 members 
Mstep: Class 9 contains 55522 members 
Mstep: Class 10 contains 26788 members 
Mstep: Class 11 contains 15331 members 
Mstep: Class 12 contains 10052 members 
Mstep: Class 13 contains 193022 members 
Mstep: Class 14 contains 12781 members 
Mstep: Class 15 contains 151024 members 
Mstep: Class 16 contains 14675 members 
Mstep: Class 17 contains 9099 members 
Mstep: Class 18 contains 8161 members 
Mstep: Class 19 contains 8844 members 
Mstep: Class 20 contains 8984 members 
Mstep: Class 21 contains 5177 members 
Mstep: Class 22 contains 325123 members 
Mstep: Class 23 contains 5512 members 
Mstep: Class 24 contains 225 members 
Mstep: Class 25 contains 82809 members 
Mstep: Class 26 contains 825 members 
Mstep: Class 27 contains 90444 members 
Mstep: Class 28 contains 57507 members 
Mstep: Class 29 contains 5227 members 
Mstep: Class 30 contains 9077 members 
Mstep: Class 31 contains 6420 members 
Mstep: Class 32 contains 10574 members 
Mstep: Class 33 contains 42461 members 
Mstep: Class 34 contains 11284 members 
Mstep: Class 35 contains 3396 members 
Mstep: Class 36 contains 1018 members 
Mstep: Class 37 contains 8374 members 
Mstep: Class 38 contains 202495 members 
Mstep: Class 39 contains 233626 members 
Mstep: Class 40 contains 10203 members 
Mstep: Class 41 contains 437 members 
Mstep: Class 42 contains 481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235481536.000000 Penalty: 151070.828125
Iteration 157Q: 43 clusters Score -2.354815e+08 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 169113 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 30314 members 
Mstep: Class 4 contains 29891 members 
Mstep: Class 5 contains 82563 members 
Mstep: Class 6 contains 30618 members 
Mstep: Class 7 contains 14301 members 
Mstep: Class 8 contains 5845 members 
Mstep: Class 9 contains 55536 members 
Mstep: Class 10 contains 26790 members 
Mstep: Class 11 contains 15348 members 
Mstep: Class 12 contains 10059 members 
Mstep: Class 13 contains 194442 members 
Mstep: Class 14 contains 12792 members 
Mstep: Class 15 contains 151008 members 
Mstep: Class 16 contains 14667 members 
Mstep: Class 17 contains 9010 members 
Mstep: Class 18 contains 8163 members 
Mstep: Class 19 contains 8851 members 
Mstep: Class 20 contains 8984 members 
Mstep: Class 21 contains 5192 members 
Mstep: Class 22 contains 325102 members 
Mstep: Class 23 contains 5511 members 
Mstep: Class 24 contains 225 members 
Mstep: Class 25 contains 82796 members 
Mstep: Class 26 contains 824 members 
Mstep: Class 27 contains 90558 members 
Mstep: Class 28 contains 57573 members 
Mstep: Class 29 contains 5230 members 
Mstep: Class 30 contains 9073 members 
Mstep: Class 31 contains 6407 members 
Mstep: Class 32 contains 10576 members 
Mstep: Class 33 contains 42480 members 
Mstep: Class 34 contains 11277 members 
Mstep: Class 35 contains 3394 members 
Mstep: Class 36 contains 1017 members 
Mstep: Class 37 contains 8374 members 
Mstep: Class 38 contains 202632 members 
Mstep: Class 39 contains 231885 members 
Mstep: Class 40 contains 10210 members 
Mstep: Class 41 contains 437 members 
Mstep: Class 42 contains 482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235482192.000000 Penalty: 151070.828125
Iteration 158Q: 43 clusters Score -2.354822e+08 nChanged 3831
Entering ConstructFrom: 
Score: -235482192.000000 Penalty: 151070.828125
Entering ConstructFrom: 
Trying to split cluster 1 (169247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169247 members 
Entering Unmasked Estep 
Score: -20675368.000000 Penalty: 2985.700195
	Iteration 0F: 2 clusters Score -2.067537e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84712 members 
Mstep: Class 2 contains 84535 members 
Entering Unmasked Estep 
Score: -20562186.000000 Penalty: 5971.400391
	Iteration 0F: 3 clusters Score -2.056219e+07 nChanged 81105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84797 members 
Mstep: Class 2 contains 84450 members 
Entering Unmasked Estep 
Score: -20609162.000000 Penalty: 5971.400391
	Iteration 1F: 3 clusters Score -2.060916e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84500 members 
Mstep: Class 2 contains 84747 members 
Entering Unmasked Estep 
Score: -20610150.000000 Penalty: 5971.400391
	Iteration 2Q: 3 clusters Score -2.061015e+07 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83836 members 
Mstep: Class 2 contains 85411 members 
Entering Unmasked Estep 
Score: -20611380.000000 Penalty: 5971.400391
	Iteration 3Q: 3 clusters Score -2.061138e+07 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82756 members 
Mstep: Class 2 contains 86491 members 
Entering Unmasked Estep 
Score: -20613004.000000 Penalty: 5971.400391
	Iteration 4Q: 3 clusters Score -2.0613e+07 nChanged 6543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81071 members 
Mstep: Class 2 contains 88176 members 
Entering Unmasked Estep 
Score: -20615224.000000 Penalty: 5971.400391
	Iteration 5Q: 3 clusters Score -2.061522e+07 nChanged 7456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78883 members 
Mstep: Class 2 contains 90364 members 
Entering Unmasked Estep 
Score: -20617964.000000 Penalty: 5971.400391
	Iteration 6Q: 3 clusters Score -2.061796e+07 nChanged 8316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76199 members 
Mstep: Class 2 contains 93048 members 
Entering Unmasked Estep 
Score: -20621336.000000 Penalty: 5971.400391
	Iteration 7Q: 3 clusters Score -2.062134e+07 nChanged 8503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73040 members 
Mstep: Class 2 contains 96207 members 
Entering Unmasked Estep 
Score: -20624672.000000 Penalty: 5971.400391
	Iteration 8F: 3 clusters Score -2.062467e+07 nChanged 8672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69514 members 
Mstep: Class 2 contains 99733 members 
Entering Unmasked Estep 
Score: -20628394.000000 Penalty: 5971.400391
	Iteration 9F: 3 clusters Score -2.062839e+07 nChanged 8407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65543 members 
Mstep: Class 2 contains 103704 members 
Entering Unmasked Estep 
Score: -20631824.000000 Penalty: 5971.400391
	Iteration 10Q: 3 clusters Score -2.063182e+07 nChanged 7896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61195 members 
Mstep: Class 2 contains 108052 members 
Entering Unmasked Estep 
Score: -20635038.000000 Penalty: 5971.400391
	Iteration 11Q: 3 clusters Score -2.063504e+07 nChanged 7111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56328 members 
Mstep: Class 2 contains 112919 members 
Entering Unmasked Estep 
Score: -20637812.000000 Penalty: 5971.400391
	Iteration 12Q: 3 clusters Score -2.063781e+07 nChanged 6476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50890 members 
Mstep: Class 2 contains 118357 members 
Entering Unmasked Estep 
Score: -20640260.000000 Penalty: 5971.400391
	Iteration 13Q: 3 clusters Score -2.064026e+07 nChanged 6377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44781 members 
Mstep: Class 2 contains 124466 members 
Entering Unmasked Estep 
Score: -20643008.000000 Penalty: 5971.400391
	Iteration 14Q: 3 clusters Score -2.064301e+07 nChanged 6735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 131179 members 
Entering Unmasked Estep 
Score: -20646238.000000 Penalty: 5971.400391
	Iteration 15Q: 3 clusters Score -2.064624e+07 nChanged 7224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30846 members 
Mstep: Class 2 contains 138401 members 
Entering Unmasked Estep 
Score: -20650244.000000 Penalty: 5971.400391
	Iteration 16Q: 3 clusters Score -2.065024e+07 nChanged 7494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 145895 members 
Entering Unmasked Estep 
Score: -20654872.000000 Penalty: 5971.400391
	Iteration 17Q: 3 clusters Score -2.065487e+07 nChanged 7251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 153146 members 
Entering Unmasked Estep 
Score: -20660010.000000 Penalty: 5971.400391
	Iteration 18Q: 3 clusters Score -2.066001e+07 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 159345 members 
Entering Unmasked Estep 
Score: -20664998.000000 Penalty: 5971.400391
	Iteration 19Q: 3 clusters Score -2.0665e+07 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 163858 members 
Entering Unmasked Estep 
Score: -20668752.000000 Penalty: 5971.400391
	Iteration 20F: 3 clusters Score -2.066875e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 166456 members 
Entering Unmasked Estep 
Score: -20670766.000000 Penalty: 5971.400391
	Iteration 21Q: 3 clusters Score -2.067077e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 167729 members 
Entering Unmasked Estep 
Score: -20671936.000000 Penalty: 5971.400391
	Iteration 22Q: 3 clusters Score -2.067194e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 168267 members 
Entering Unmasked Estep 
Score: -20672354.000000 Penalty: 5971.400391
	Iteration 23Q: 3 clusters Score -2.067235e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 168484 members 
Entering Unmasked Estep 
Score: -20672530.000000 Penalty: 5971.400391
	Iteration 24Q: 3 clusters Score -2.067253e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 168589 members 
Entering Unmasked Estep 
Score: -20672626.000000 Penalty: 5971.400391
	Iteration 25Q: 3 clusters Score -2.067263e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 168645 members 
Entering Unmasked Estep 
Score: -20672692.000000 Penalty: 5971.400391
	Iteration 26Q: 3 clusters Score -2.067269e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 168673 members 
Entering Unmasked Estep 
Score: -20672716.000000 Penalty: 5971.400391
	Iteration 27Q: 3 clusters Score -2.067272e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 168701 members 
Entering Unmasked Estep 
Score: -20672722.000000 Penalty: 5971.400391
	Iteration 28Q: 3 clusters Score -2.067272e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 168720 members 
Entering Unmasked Estep 
Score: -20672774.000000 Penalty: 5971.400391
	Iteration 29Q: 3 clusters Score -2.067277e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 168734 members 
Entering Unmasked Estep 
Score: -20672788.000000 Penalty: 5971.400391
	Iteration 30Q: 3 clusters Score -2.067279e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 168739 members 
Entering Unmasked Estep 
Score: -20672804.000000 Penalty: 5971.400391
	Iteration 31Q: 3 clusters Score -2.06728e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 168748 members 
Entering Unmasked Estep 
Score: -20672812.000000 Penalty: 5971.400391
	Iteration 32Q: 3 clusters Score -2.067281e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 168750 members 
Entering Unmasked Estep 
Score: -20672854.000000 Penalty: 5971.400391
	Iteration 33Q: 3 clusters Score -2.067285e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 168756 members 
Entering Unmasked Estep 
Score: -20672840.000000 Penalty: 5971.400391
	Iteration 34Q: 3 clusters Score -2.067284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 168758 members 
Entering Unmasked Estep 
Score: -20672844.000000 Penalty: 5971.400391
	Iteration 35Q: 3 clusters Score -2.067284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 168759 members 
Entering Unmasked Estep 
Score: -20672840.000000 Penalty: 5971.400391
	Iteration 36Q: 3 clusters Score -2.067284e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 168763 members 
Entering Unmasked Estep 
Score: -20672858.000000 Penalty: 5971.400391
	Iteration 37Q: 3 clusters Score -2.067286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 168767 members 
Entering Unmasked Estep 
Score: -20672852.000000 Penalty: 5971.400391
	Iteration 38Q: 3 clusters Score -2.067285e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 168770 members 
Entering Unmasked Estep 
Score: -20672850.000000 Penalty: 5971.400391
	Iteration 39Q: 3 clusters Score -2.067285e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 168770 members 
Entering Unmasked Estep 
Score: -20672860.000000 Penalty: 5971.400391
	Iteration 40F: 3 clusters Score -2.067286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 168771 members 
Entering Unmasked Estep 
Score: -20672860.000000 Penalty: 5971.400391
	Iteration 41Q: 3 clusters Score -2.067286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 168772 members 
Entering Unmasked Estep 
Score: -20672858.000000 Penalty: 5971.400391
	Iteration 42Q: 3 clusters Score -2.067286e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 168772 members 
Entering Unmasked Estep 
Score: -20672858.000000 Penalty: 5971.400391
	Iteration 43F: 3 clusters Score -2.067286e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -53762.867188 Penalty: 1584.779663
	Iteration 0F: 2 clusters Score -53762.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -52382.957031 Penalty: 3169.559326
	Iteration 0F: 3 clusters Score -52382.96 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -53148.785156 Penalty: 3169.559326
	Iteration 1F: 3 clusters Score -53148.79 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -53847.175781 Penalty: 3169.559326
	Iteration 2F: 3 clusters Score -53847.18 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -54059.566406 Penalty: 3169.559326
	Iteration 3F: 3 clusters Score -54059.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -54190.207031 Penalty: 3169.559326
	Iteration 4Q: 3 clusters Score -54190.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -54300.847656 Penalty: 3169.559326
	Iteration 5Q: 3 clusters Score -54300.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -54365.023438 Penalty: 3169.559326
	Iteration 6Q: 3 clusters Score -54365.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -54463.433594 Penalty: 3169.559326
	Iteration 7Q: 3 clusters Score -54463.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -54568.437500 Penalty: 3169.559326
	Iteration 8Q: 3 clusters Score -54568.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -54633.617188 Penalty: 3169.559326
	Iteration 9Q: 3 clusters Score -54633.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -54661.011719 Penalty: 3169.559326
	Iteration 10Q: 3 clusters Score -54661.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -54679.765625 Penalty: 3169.559326
	Iteration 11Q: 3 clusters Score -54679.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -54688.203125 Penalty: 3169.559326
	Iteration 12Q: 3 clusters Score -54688.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -54706.300781 Penalty: 3169.559326
	Iteration 13Q: 3 clusters Score -54706.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -54718.417969 Penalty: 3169.559326
	Iteration 14Q: 3 clusters Score -54718.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -54726.718750 Penalty: 3169.559326
	Iteration 15Q: 3 clusters Score -54726.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -54741.160156 Penalty: 3169.559326
	Iteration 16Q: 3 clusters Score -54741.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -54749.027344 Penalty: 3169.559326
	Iteration 17Q: 3 clusters Score -54749.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -54763.230469 Penalty: 3169.559326
	Iteration 18F: 3 clusters Score -54763.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -54791.070312 Penalty: 3169.559326
	Iteration 19Q: 3 clusters Score -54791.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -54791.070312 Penalty: 3169.559326
	Iteration 20F: 3 clusters Score -54791.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 169247 members 
Mstep: Class 2 contains 272 members 
Mstep: Class 3 contains 30285 members 
Mstep: Class 4 contains 29859 members 
Mstep: Class 5 contains 82585 members 
Mstep: Class 6 contains 30612 members 
Mstep: Class 7 contains 14278 members 
Mstep: Class 8 contains 5847 members 
Mstep: Class 9 contains 55546 members 
Mstep: Class 10 contains 26794 members 
Mstep: Class 11 contains 15363 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 195944 members 
Mstep: Class 14 contains 12789 members 
Mstep: Class 15 contains 150984 members 
Mstep: Class 16 contains 14664 members 
Mstep: Class 17 contains 8889 members 
Mstep: Class 18 contains 8162 members 
Mstep: Class 19 contains 8852 members 
Mstep: Class 20 contains 8983 members 
Mstep: Class 21 contains 5208 members 
Mstep: Class 22 contains 325088 members 
Mstep: Class 23 contains 5516 members 
Mstep: Class 24 contains 225 members 
Mstep: Class 25 contains 82793 members 
Mstep: Class 26 contains 824 members 
Mstep: Class 27 contains 90686 members 
Mstep: Class 28 contains 57656 members 
Mstep: Class 29 contains 5232 members 
Mstep: Class 30 contains 9071 members 
Mstep: Class 31 contains 6394 members 
Mstep: Class 32 contains 10578 members 
Mstep: Class 33 contains 42486 members 
Mstep: Class 34 contains 11273 members 
Mstep: Class 35 contains 3387 members 
Mstep: Class 36 contains 1015 members 
Mstep: Class 37 contains 8371 members 
Mstep: Class 38 contains 202764 members 
Mstep: Class 39 contains 230098 members 
Mstep: Class 40 contains 10217 members 
Mstep: Class 41 contains 437 members 
Mstep: Class 42 contains 483 members 
Mstep: Class 43 contains 324 members 
Entering Unmasked Estep 
Score: -235481232.000000 Penalty: 154667.750000
Splitting cluster 2 changes total score from -235482192.000000 to -235481232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (30285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Entering Unmasked Estep 
Score: -3636387.250000 Penalty: 2558.965088
	Iteration 0F: 2 clusters Score -3636387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -3615511.250000 Penalty: 5117.930176
	Iteration 0F: 3 clusters Score -3615511 nChanged 13721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -3622918.500000 Penalty: 5117.930176
	Iteration 1F: 3 clusters Score -3622918 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -3623456.500000 Penalty: 5117.930176
	Iteration 2Q: 3 clusters Score -3623456 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -3623948.750000 Penalty: 5117.930176
	Iteration 3Q: 3 clusters Score -3623949 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -3624468.750000 Penalty: 5117.930176
	Iteration 4Q: 3 clusters Score -3624469 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -3625246.500000 Penalty: 5117.930176
	Iteration 5Q: 3 clusters Score -3625246 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -3626296.000000 Penalty: 5117.930176
	Iteration 6F: 3 clusters Score -3626296 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -3627798.500000 Penalty: 5117.930176
	Iteration 7F: 3 clusters Score -3627798 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -3629661.750000 Penalty: 5117.930176
	Iteration 8F: 3 clusters Score -3629662 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -3631542.250000 Penalty: 5117.930176
	Iteration 9F: 3 clusters Score -3631542 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -3632961.750000 Penalty: 5117.930176
	Iteration 10Q: 3 clusters Score -3632962 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -3633908.000000 Penalty: 5117.930176
	Iteration 11Q: 3 clusters Score -3633908 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -3634486.250000 Penalty: 5117.930176
	Iteration 12Q: 3 clusters Score -3634486 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3634736.250000 Penalty: 5117.930176
	Iteration 13Q: 3 clusters Score -3634736 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3634852.750000 Penalty: 5117.930176
	Iteration 14Q: 3 clusters Score -3634853 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28905 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3634940.250000 Penalty: 5117.930176
	Iteration 15Q: 3 clusters Score -3634940 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -3634977.750000 Penalty: 5117.930176
	Iteration 16Q: 3 clusters Score -3634978 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3634987.250000 Penalty: 5117.930176
	Iteration 17Q: 3 clusters Score -3634987 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -3635000.750000 Penalty: 5117.930176
	Iteration 18Q: 3 clusters Score -3635001 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -3635002.000000 Penalty: 5117.930176
	Iteration 19Q: 3 clusters Score -3635002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -3635004.000000 Penalty: 5117.930176
	Iteration 20F: 3 clusters Score -3635004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3635005.000000 Penalty: 5117.930176
	Iteration 21Q: 3 clusters Score -3635005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3635007.750000 Penalty: 5117.930176
	Iteration 22Q: 3 clusters Score -3635008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28832 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3635009.500000 Penalty: 5117.930176
	Iteration 23Q: 3 clusters Score -3635010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -3635009.000000 Penalty: 5117.930176
	Iteration 24Q: 3 clusters Score -3635009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3635011.500000 Penalty: 5117.930176
	Iteration 25Q: 3 clusters Score -3635012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3635011.750000 Penalty: 5117.930176
	Iteration 26Q: 3 clusters Score -3635012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3635011.750000 Penalty: 5117.930176
	Iteration 27F: 3 clusters Score -3635012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (29859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29859 members 
Entering Unmasked Estep 
Score: -3459451.500000 Penalty: 2555.451904
	Iteration 0F: 2 clusters Score -3459452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -3438951.500000 Penalty: 5110.903809
	Iteration 0F: 3 clusters Score -3438952 nChanged 13483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -3446468.500000 Penalty: 5110.903809
	Iteration 1F: 3 clusters Score -3446468 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -3447494.250000 Penalty: 5110.903809
	Iteration 2F: 3 clusters Score -3447494 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -3448982.250000 Penalty: 5110.903809
	Iteration 3F: 3 clusters Score -3448982 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -3450890.000000 Penalty: 5110.903809
	Iteration 4F: 3 clusters Score -3450890 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -3453082.500000 Penalty: 5110.903809
	Iteration 5F: 3 clusters Score -3453082 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -3455205.250000 Penalty: 5110.903809
	Iteration 6F: 3 clusters Score -3455205 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -3456775.750000 Penalty: 5110.903809
	Iteration 7F: 3 clusters Score -3456776 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -3457907.000000 Penalty: 5110.903809
	Iteration 8Q: 3 clusters Score -3457907 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -3458503.000000 Penalty: 5110.903809
	Iteration 9Q: 3 clusters Score -3458503 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -3458806.750000 Penalty: 5110.903809
	Iteration 10Q: 3 clusters Score -3458807 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 28129 members 
Entering Unmasked Estep 
Score: -3458962.750000 Penalty: 5110.903809
	Iteration 11Q: 3 clusters Score -3458963 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -3459033.750000 Penalty: 5110.903809
	Iteration 12Q: 3 clusters Score -3459034 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
Score: -3459072.500000 Penalty: 5110.903809
	Iteration 13Q: 3 clusters Score -3459072 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -3459100.250000 Penalty: 5110.903809
	Iteration 14Q: 3 clusters Score -3459100 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 28504 members 
Entering Unmasked Estep 
Score: -3459113.750000 Penalty: 5110.903809
	Iteration 15Q: 3 clusters Score -3459114 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
Score: -3459134.750000 Penalty: 5110.903809
	Iteration 16Q: 3 clusters Score -3459135 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -3459138.000000 Penalty: 5110.903809
	Iteration 17Q: 3 clusters Score -3459138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -3459143.000000 Penalty: 5110.903809
	Iteration 18Q: 3 clusters Score -3459143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -3459148.250000 Penalty: 5110.903809
	Iteration 19Q: 3 clusters Score -3459148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -3459149.500000 Penalty: 5110.903809
	Iteration 20F: 3 clusters Score -3459150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -3459150.000000 Penalty: 5110.903809
	Iteration 21Q: 3 clusters Score -3459150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 28610 members 
Entering Unmasked Estep 
Score: -3459150.250000 Penalty: 5110.903809
	Iteration 22Q: 3 clusters Score -3459150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 28615 members 
Entering Unmasked Estep 
Score: -3459150.750000 Penalty: 5110.903809
	Iteration 23Q: 3 clusters Score -3459151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
Score: -3459155.500000 Penalty: 5110.903809
	Iteration 24Q: 3 clusters Score -3459156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 28622 members 
Entering Unmasked Estep 
Score: -3459158.000000 Penalty: 5110.903809
	Iteration 25Q: 3 clusters Score -3459158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 28624 members 
Entering Unmasked Estep 
Score: -3459155.750000 Penalty: 5110.903809
	Iteration 26Q: 3 clusters Score -3459156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 28627 members 
Entering Unmasked Estep 
Score: -3459158.250000 Penalty: 5110.903809
	Iteration 27Q: 3 clusters Score -3459158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -3459159.500000 Penalty: 5110.903809
	Iteration 28Q: 3 clusters Score -3459160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -3459159.500000 Penalty: 5110.903809
	Iteration 29F: 3 clusters Score -3459160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (82585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82585 members 
Entering Unmasked Estep 
Score: -10082307.000000 Penalty: 2807.752686
	Iteration 0F: 2 clusters Score -1.008231e+07 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 41356 members 
Entering Unmasked Estep 
Score: -10027004.000000 Penalty: 5615.505371
	Iteration 0F: 3 clusters Score -1.0027e+07 nChanged 38703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39848 members 
Mstep: Class 2 contains 42737 members 
Entering Unmasked Estep 
Score: -10049018.000000 Penalty: 5615.505371
	Iteration 1F: 3 clusters Score -1.004902e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38813 members 
Mstep: Class 2 contains 43772 members 
Entering Unmasked Estep 
Score: -10049842.000000 Penalty: 5615.505371
	Iteration 2Q: 3 clusters Score -1.004984e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37236 members 
Mstep: Class 2 contains 45349 members 
Entering Unmasked Estep 
Score: -10050672.000000 Penalty: 5615.505371
	Iteration 3Q: 3 clusters Score -1.005067e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34983 members 
Mstep: Class 2 contains 47602 members 
Entering Unmasked Estep 
Score: -10051942.000000 Penalty: 5615.505371
	Iteration 4Q: 3 clusters Score -1.005194e+07 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 50889 members 
Entering Unmasked Estep 
Score: -10053893.000000 Penalty: 5615.505371
	Iteration 5F: 3 clusters Score -1.005389e+07 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 55236 members 
Entering Unmasked Estep 
Score: -10056753.000000 Penalty: 5615.505371
	Iteration 6F: 3 clusters Score -1.005675e+07 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 60605 members 
Entering Unmasked Estep 
Score: -10060772.000000 Penalty: 5615.505371
	Iteration 7F: 3 clusters Score -1.006077e+07 nChanged 6256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 66691 members 
Entering Unmasked Estep 
Score: -10065874.000000 Penalty: 5615.505371
	Iteration 8F: 3 clusters Score -1.006587e+07 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 72468 members 
Entering Unmasked Estep 
Score: -10071060.000000 Penalty: 5615.505371
	Iteration 9F: 3 clusters Score -1.007106e+07 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 76962 members 
Entering Unmasked Estep 
Score: -10075209.000000 Penalty: 5615.505371
	Iteration 10F: 3 clusters Score -1.007521e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 79789 members 
Entering Unmasked Estep 
Score: -10077668.000000 Penalty: 5615.505371
	Iteration 11Q: 3 clusters Score -1.007767e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 81199 members 
Entering Unmasked Estep 
Score: -10078882.000000 Penalty: 5615.505371
	Iteration 12Q: 3 clusters Score -1.007888e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 81782 members 
Entering Unmasked Estep 
Score: -10079372.000000 Penalty: 5615.505371
	Iteration 13Q: 3 clusters Score -1.007937e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 82030 members 
Entering Unmasked Estep 
Score: -10079600.000000 Penalty: 5615.505371
	Iteration 14Q: 3 clusters Score -1.00796e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 82144 members 
Entering Unmasked Estep 
Score: -10079732.000000 Penalty: 5615.505371
	Iteration 15Q: 3 clusters Score -1.007973e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 82191 members 
Entering Unmasked Estep 
Score: -10079783.000000 Penalty: 5615.505371
	Iteration 16Q: 3 clusters Score -1.007978e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 82213 members 
Entering Unmasked Estep 
Score: -10079809.000000 Penalty: 5615.505371
	Iteration 17Q: 3 clusters Score -1.007981e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 82224 members 
Entering Unmasked Estep 
Score: -10079843.000000 Penalty: 5615.505371
	Iteration 18Q: 3 clusters Score -1.007984e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 82234 members 
Entering Unmasked Estep 
Score: -10079854.000000 Penalty: 5615.505371
	Iteration 19Q: 3 clusters Score -1.007985e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 82236 members 
Entering Unmasked Estep 
Score: -10079849.000000 Penalty: 5615.505371
	Iteration 20F: 3 clusters Score -1.007985e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 82240 members 
Entering Unmasked Estep 
Score: -10079859.000000 Penalty: 5615.505371
	Iteration 21Q: 3 clusters Score -1.007986e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 82242 members 
Entering Unmasked Estep 
Score: -10079872.000000 Penalty: 5615.505371
	Iteration 22Q: 3 clusters Score -1.007987e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 82243 members 
Entering Unmasked Estep 
Score: -10079870.000000 Penalty: 5615.505371
	Iteration 23Q: 3 clusters Score -1.007987e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 82244 members 
Entering Unmasked Estep 
Score: -10079869.000000 Penalty: 5615.505371
	Iteration 24Q: 3 clusters Score -1.007987e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 82247 members 
Entering Unmasked Estep 
Score: -10079879.000000 Penalty: 5615.505371
	Iteration 25Q: 3 clusters Score -1.007988e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 82248 members 
Entering Unmasked Estep 
Score: -10079882.000000 Penalty: 5615.505371
	Iteration 26Q: 3 clusters Score -1.007988e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 82247 members 
Entering Unmasked Estep 
Score: -10079888.000000 Penalty: 5615.505371
	Iteration 27Q: 3 clusters Score -1.007989e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 82248 members 
Entering Unmasked Estep 
Score: -10079884.000000 Penalty: 5615.505371
	Iteration 28Q: 3 clusters Score -1.007988e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 82248 members 
Entering Unmasked Estep 
Score: -10079884.000000 Penalty: 5615.505371
	Iteration 29F: 3 clusters Score -1.007988e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (30612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30612 members 
Entering Unmasked Estep 
Score: -3733845.750000 Penalty: 2561.628418
	Iteration 0F: 2 clusters Score -3733846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -3713025.500000 Penalty: 5123.256836
	Iteration 0F: 3 clusters Score -3713026 nChanged 13710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -3720368.500000 Penalty: 5123.256836
	Iteration 1F: 3 clusters Score -3720368 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -3720796.750000 Penalty: 5123.256836
	Iteration 2Q: 3 clusters Score -3720797 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -3721146.750000 Penalty: 5123.256836
	Iteration 3Q: 3 clusters Score -3721147 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -3721469.750000 Penalty: 5123.256836
	Iteration 4Q: 3 clusters Score -3721470 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -3721757.750000 Penalty: 5123.256836
	Iteration 5Q: 3 clusters Score -3721758 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -3722136.250000 Penalty: 5123.256836
	Iteration 6Q: 3 clusters Score -3722136 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -3722584.500000 Penalty: 5123.256836
	Iteration 7Q: 3 clusters Score -3722584 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -3723098.250000 Penalty: 5123.256836
	Iteration 8Q: 3 clusters Score -3723098 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -3723778.250000 Penalty: 5123.256836
	Iteration 9Q: 3 clusters Score -3723778 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -3724543.250000 Penalty: 5123.256836
	Iteration 10Q: 3 clusters Score -3724543 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -3725362.250000 Penalty: 5123.256836
	Iteration 11Q: 3 clusters Score -3725362 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -3726210.500000 Penalty: 5123.256836
	Iteration 12Q: 3 clusters Score -3726210 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -3726996.750000 Penalty: 5123.256836
	Iteration 13Q: 3 clusters Score -3726997 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -3727671.750000 Penalty: 5123.256836
	Iteration 14Q: 3 clusters Score -3727672 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -3728279.250000 Penalty: 5123.256836
	Iteration 15Q: 3 clusters Score -3728279 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -3728735.000000 Penalty: 5123.256836
	Iteration 16Q: 3 clusters Score -3728735 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -3729122.500000 Penalty: 5123.256836
	Iteration 17Q: 3 clusters Score -3729122 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -3729472.000000 Penalty: 5123.256836
	Iteration 18Q: 3 clusters Score -3729472 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -3729817.000000 Penalty: 5123.256836
	Iteration 19Q: 3 clusters Score -3729817 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -3730099.000000 Penalty: 5123.256836
	Iteration 20F: 3 clusters Score -3730099 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -3730346.500000 Penalty: 5123.256836
	Iteration 21Q: 3 clusters Score -3730346 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -3730588.250000 Penalty: 5123.256836
	Iteration 22Q: 3 clusters Score -3730588 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -3730799.000000 Penalty: 5123.256836
	Iteration 23Q: 3 clusters Score -3730799 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -3730962.250000 Penalty: 5123.256836
	Iteration 24Q: 3 clusters Score -3730962 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -3731119.000000 Penalty: 5123.256836
	Iteration 25Q: 3 clusters Score -3731119 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -3731251.250000 Penalty: 5123.256836
	Iteration 26Q: 3 clusters Score -3731251 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -3731386.250000 Penalty: 5123.256836
	Iteration 27Q: 3 clusters Score -3731386 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -3731510.500000 Penalty: 5123.256836
	Iteration 28Q: 3 clusters Score -3731510 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -3731588.000000 Penalty: 5123.256836
	Iteration 29Q: 3 clusters Score -3731588 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28615 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3731639.750000 Penalty: 5123.256836
	Iteration 30Q: 3 clusters Score -3731640 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28704 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3731675.500000 Penalty: 5123.256836
	Iteration 31Q: 3 clusters Score -3731676 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3731732.000000 Penalty: 5123.256836
	Iteration 32Q: 3 clusters Score -3731732 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3731747.750000 Penalty: 5123.256836
	Iteration 33Q: 3 clusters Score -3731748 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28878 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -3731775.750000 Penalty: 5123.256836
	Iteration 34Q: 3 clusters Score -3731776 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -3731776.000000 Penalty: 5123.256836
	Iteration 35Q: 3 clusters Score -3731776 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3731799.500000 Penalty: 5123.256836
	Iteration 36Q: 3 clusters Score -3731800 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -3731811.250000 Penalty: 5123.256836
	Iteration 37Q: 3 clusters Score -3731811 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29030 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -3731814.500000 Penalty: 5123.256836
	Iteration 38Q: 3 clusters Score -3731814 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29056 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3731833.000000 Penalty: 5123.256836
	Iteration 39Q: 3 clusters Score -3731833 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3731839.750000 Penalty: 5123.256836
	Iteration 40F: 3 clusters Score -3731840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29103 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -3731849.500000 Penalty: 5123.256836
	Iteration 41Q: 3 clusters Score -3731850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3731847.750000 Penalty: 5123.256836
	Iteration 42Q: 3 clusters Score -3731848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3731851.250000 Penalty: 5123.256836
	Iteration 43Q: 3 clusters Score -3731851 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3731861.000000 Penalty: 5123.256836
	Iteration 44Q: 3 clusters Score -3731861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3731861.750000 Penalty: 5123.256836
	Iteration 45Q: 3 clusters Score -3731862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3731863.000000 Penalty: 5123.256836
	Iteration 46Q: 3 clusters Score -3731863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3731867.000000 Penalty: 5123.256836
	Iteration 47Q: 3 clusters Score -3731867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3731867.000000 Penalty: 5123.256836
	Iteration 48F: 3 clusters Score -3731867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Entering Unmasked Estep 
Score: -1711369.750000 Penalty: 2372.485840
	Iteration 0F: 2 clusters Score -1711370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1700920.375000 Penalty: 4744.971680
	Iteration 0F: 3 clusters Score -1700920 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1704190.125000 Penalty: 4744.971680
	Iteration 1F: 3 clusters Score -1704190 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1704607.000000 Penalty: 4744.971680
	Iteration 2F: 3 clusters Score -1704607 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1705008.250000 Penalty: 4744.971680
	Iteration 3F: 3 clusters Score -1705008 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1705402.250000 Penalty: 4744.971680
	Iteration 4Q: 3 clusters Score -1705402 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1705741.000000 Penalty: 4744.971680
	Iteration 5Q: 3 clusters Score -1705741 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1706044.625000 Penalty: 4744.971680
	Iteration 6Q: 3 clusters Score -1706045 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1706316.750000 Penalty: 4744.971680
	Iteration 7Q: 3 clusters Score -1706317 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1706564.250000 Penalty: 4744.971680
	Iteration 8Q: 3 clusters Score -1706564 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1706761.500000 Penalty: 4744.971680
	Iteration 9Q: 3 clusters Score -1706762 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1706934.375000 Penalty: 4744.971680
	Iteration 10Q: 3 clusters Score -1706934 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1707071.750000 Penalty: 4744.971680
	Iteration 11Q: 3 clusters Score -1707072 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1707195.125000 Penalty: 4744.971680
	Iteration 12Q: 3 clusters Score -1707195 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1707303.000000 Penalty: 4744.971680
	Iteration 13Q: 3 clusters Score -1707303 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1707415.250000 Penalty: 4744.971680
	Iteration 14Q: 3 clusters Score -1707415 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1707511.375000 Penalty: 4744.971680
	Iteration 15Q: 3 clusters Score -1707511 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1707601.500000 Penalty: 4744.971680
	Iteration 16Q: 3 clusters Score -1707602 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1707692.625000 Penalty: 4744.971680
	Iteration 17Q: 3 clusters Score -1707693 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1707780.875000 Penalty: 4744.971680
	Iteration 18Q: 3 clusters Score -1707781 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1707862.750000 Penalty: 4744.971680
	Iteration 19Q: 3 clusters Score -1707863 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1707936.250000 Penalty: 4744.971680
	Iteration 20F: 3 clusters Score -1707936 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1708004.625000 Penalty: 4744.971680
	Iteration 21Q: 3 clusters Score -1708005 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1708072.500000 Penalty: 4744.971680
	Iteration 22Q: 3 clusters Score -1708072 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1708147.625000 Penalty: 4744.971680
	Iteration 23Q: 3 clusters Score -1708148 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1708241.625000 Penalty: 4744.971680
	Iteration 24Q: 3 clusters Score -1708242 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1708350.500000 Penalty: 4744.971680
	Iteration 25Q: 3 clusters Score -1708350 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1708463.250000 Penalty: 4744.971680
	Iteration 26Q: 3 clusters Score -1708463 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1708606.625000 Penalty: 4744.971680
	Iteration 27Q: 3 clusters Score -1708607 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1708726.875000 Penalty: 4744.971680
	Iteration 28Q: 3 clusters Score -1708727 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1708842.750000 Penalty: 4744.971680
	Iteration 29Q: 3 clusters Score -1708843 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1708956.250000 Penalty: 4744.971680
	Iteration 30Q: 3 clusters Score -1708956 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1709049.875000 Penalty: 4744.971680
	Iteration 31Q: 3 clusters Score -1709050 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1709123.375000 Penalty: 4744.971680
	Iteration 32Q: 3 clusters Score -1709123 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1709193.250000 Penalty: 4744.971680
	Iteration 33Q: 3 clusters Score -1709193 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1709245.625000 Penalty: 4744.971680
	Iteration 34Q: 3 clusters Score -1709246 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1709293.625000 Penalty: 4744.971680
	Iteration 35Q: 3 clusters Score -1709294 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1709328.750000 Penalty: 4744.971680
	Iteration 36Q: 3 clusters Score -1709329 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1709355.750000 Penalty: 4744.971680
	Iteration 37Q: 3 clusters Score -1709356 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1709387.375000 Penalty: 4744.971680
	Iteration 38Q: 3 clusters Score -1709387 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1709411.125000 Penalty: 4744.971680
	Iteration 39Q: 3 clusters Score -1709411 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1709439.125000 Penalty: 4744.971680
	Iteration 40F: 3 clusters Score -1709439 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1709454.875000 Penalty: 4744.971680
	Iteration 41Q: 3 clusters Score -1709455 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1709464.375000 Penalty: 4744.971680
	Iteration 42Q: 3 clusters Score -1709464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1709472.125000 Penalty: 4744.971680
	Iteration 43Q: 3 clusters Score -1709472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1709474.500000 Penalty: 4744.971680
	Iteration 44Q: 3 clusters Score -1709474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1709480.000000 Penalty: 4744.971680
	Iteration 45Q: 3 clusters Score -1709480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1709481.250000 Penalty: 4744.971680
	Iteration 46Q: 3 clusters Score -1709481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1709483.625000 Penalty: 4744.971680
	Iteration 47Q: 3 clusters Score -1709484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1709483.000000 Penalty: 4744.971680
	Iteration 48Q: 3 clusters Score -1709483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1709484.875000 Penalty: 4744.971680
	Iteration 49Q: 3 clusters Score -1709485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1709488.375000 Penalty: 4744.971680
	Iteration 50Q: 3 clusters Score -1709488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1709489.750000 Penalty: 4744.971680
	Iteration 51Q: 3 clusters Score -1709490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1709489.750000 Penalty: 4744.971680
	Iteration 52F: 3 clusters Score -1709490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Entering Unmasked Estep 
Score: -696904.312500 Penalty: 2151.073730
	Iteration 0F: 2 clusters Score -696904.3 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 2935 members 
Entering Unmasked Estep 
Score: -691848.437500 Penalty: 4302.147461
	Iteration 0F: 3 clusters Score -691848.4 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -693134.500000 Penalty: 4302.147461
	Iteration 1F: 3 clusters Score -693134.5 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -693412.812500 Penalty: 4302.147461
	Iteration 2F: 3 clusters Score -693412.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -693582.000000 Penalty: 4302.147461
	Iteration 3F: 3 clusters Score -693582 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -693695.187500 Penalty: 4302.147461
	Iteration 4Q: 3 clusters Score -693695.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -693777.750000 Penalty: 4302.147461
	Iteration 5Q: 3 clusters Score -693777.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -693844.500000 Penalty: 4302.147461
	Iteration 6Q: 3 clusters Score -693844.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -693896.437500 Penalty: 4302.147461
	Iteration 7Q: 3 clusters Score -693896.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -693942.750000 Penalty: 4302.147461
	Iteration 8Q: 3 clusters Score -693942.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -693980.250000 Penalty: 4302.147461
	Iteration 9Q: 3 clusters Score -693980.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -694016.750000 Penalty: 4302.147461
	Iteration 10Q: 3 clusters Score -694016.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -694047.312500 Penalty: 4302.147461
	Iteration 11Q: 3 clusters Score -694047.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -694074.375000 Penalty: 4302.147461
	Iteration 12Q: 3 clusters Score -694074.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -694105.000000 Penalty: 4302.147461
	Iteration 13Q: 3 clusters Score -694105 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -694127.375000 Penalty: 4302.147461
	Iteration 14Q: 3 clusters Score -694127.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -694152.375000 Penalty: 4302.147461
	Iteration 15Q: 3 clusters Score -694152.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -694175.750000 Penalty: 4302.147461
	Iteration 16Q: 3 clusters Score -694175.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -694204.500000 Penalty: 4302.147461
	Iteration 17Q: 3 clusters Score -694204.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -694225.875000 Penalty: 4302.147461
	Iteration 18Q: 3 clusters Score -694225.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -694242.375000 Penalty: 4302.147461
	Iteration 19Q: 3 clusters Score -694242.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -694264.250000 Penalty: 4302.147461
	Iteration 20F: 3 clusters Score -694264.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -694287.937500 Penalty: 4302.147461
	Iteration 21Q: 3 clusters Score -694287.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -694306.000000 Penalty: 4302.147461
	Iteration 22Q: 3 clusters Score -694306 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -694318.500000 Penalty: 4302.147461
	Iteration 23Q: 3 clusters Score -694318.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -694330.812500 Penalty: 4302.147461
	Iteration 24Q: 3 clusters Score -694330.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -694344.625000 Penalty: 4302.147461
	Iteration 25Q: 3 clusters Score -694344.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -694361.812500 Penalty: 4302.147461
	Iteration 26Q: 3 clusters Score -694361.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -694381.312500 Penalty: 4302.147461
	Iteration 27Q: 3 clusters Score -694381.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -694399.000000 Penalty: 4302.147461
	Iteration 28Q: 3 clusters Score -694399 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -694414.312500 Penalty: 4302.147461
	Iteration 29Q: 3 clusters Score -694414.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -694437.125000 Penalty: 4302.147461
	Iteration 30Q: 3 clusters Score -694437.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -694467.125000 Penalty: 4302.147461
	Iteration 31Q: 3 clusters Score -694467.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -694492.750000 Penalty: 4302.147461
	Iteration 32Q: 3 clusters Score -694492.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -694524.250000 Penalty: 4302.147461
	Iteration 33Q: 3 clusters Score -694524.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -694558.875000 Penalty: 4302.147461
	Iteration 34Q: 3 clusters Score -694558.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -694598.000000 Penalty: 4302.147461
	Iteration 35Q: 3 clusters Score -694598 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -694637.625000 Penalty: 4302.147461
	Iteration 36Q: 3 clusters Score -694637.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -694682.937500 Penalty: 4302.147461
	Iteration 37Q: 3 clusters Score -694682.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -694723.500000 Penalty: 4302.147461
	Iteration 38Q: 3 clusters Score -694723.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -694760.750000 Penalty: 4302.147461
	Iteration 39Q: 3 clusters Score -694760.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -694801.687500 Penalty: 4302.147461
	Iteration 40F: 3 clusters Score -694801.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -694836.125000 Penalty: 4302.147461
	Iteration 41Q: 3 clusters Score -694836.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -694866.687500 Penalty: 4302.147461
	Iteration 42Q: 3 clusters Score -694866.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -694887.187500 Penalty: 4302.147461
	Iteration 43Q: 3 clusters Score -694887.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -694904.375000 Penalty: 4302.147461
	Iteration 44Q: 3 clusters Score -694904.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -694917.937500 Penalty: 4302.147461
	Iteration 45Q: 3 clusters Score -694917.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -694928.937500 Penalty: 4302.147461
	Iteration 46Q: 3 clusters Score -694928.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -694944.000000 Penalty: 4302.147461
	Iteration 47Q: 3 clusters Score -694944 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -694960.875000 Penalty: 4302.147461
	Iteration 48Q: 3 clusters Score -694960.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -694985.937500 Penalty: 4302.147461
	Iteration 49Q: 3 clusters Score -694985.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -695001.750000 Penalty: 4302.147461
	Iteration 50Q: 3 clusters Score -695001.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -695012.375000 Penalty: 4302.147461
	Iteration 51Q: 3 clusters Score -695012.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -695021.187500 Penalty: 4302.147461
	Iteration 52Q: 3 clusters Score -695021.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -695023.375000 Penalty: 4302.147461
	Iteration 53Q: 3 clusters Score -695023.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -695030.437500 Penalty: 4302.147461
	Iteration 54Q: 3 clusters Score -695030.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -695031.875000 Penalty: 4302.147461
	Iteration 55Q: 3 clusters Score -695031.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -695035.125000 Penalty: 4302.147461
	Iteration 56Q: 3 clusters Score -695035.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -695039.187500 Penalty: 4302.147461
	Iteration 57Q: 3 clusters Score -695039.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -695046.812500 Penalty: 4302.147461
	Iteration 58Q: 3 clusters Score -695046.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -695049.437500 Penalty: 4302.147461
	Iteration 59Q: 3 clusters Score -695049.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -695049.937500 Penalty: 4302.147461
	Iteration 60F: 3 clusters Score -695049.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -695052.500000 Penalty: 4302.147461
	Iteration 61Q: 3 clusters Score -695052.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -695055.187500 Penalty: 4302.147461
	Iteration 62Q: 3 clusters Score -695055.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -695059.375000 Penalty: 4302.147461
	Iteration 63Q: 3 clusters Score -695059.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -695061.375000 Penalty: 4302.147461
	Iteration 64Q: 3 clusters Score -695061.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -695061.812500 Penalty: 4302.147461
	Iteration 65Q: 3 clusters Score -695061.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -695063.750000 Penalty: 4302.147461
	Iteration 66Q: 3 clusters Score -695063.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -695065.875000 Penalty: 4302.147461
	Iteration 67Q: 3 clusters Score -695065.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -695070.625000 Penalty: 4302.147461
	Iteration 68Q: 3 clusters Score -695070.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -695075.562500 Penalty: 4302.147461
	Iteration 69Q: 3 clusters Score -695075.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -695080.562500 Penalty: 4302.147461
	Iteration 70Q: 3 clusters Score -695080.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -695085.562500 Penalty: 4302.147461
	Iteration 71Q: 3 clusters Score -695085.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -695088.375000 Penalty: 4302.147461
	Iteration 72Q: 3 clusters Score -695088.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -695091.437500 Penalty: 4302.147461
	Iteration 73Q: 3 clusters Score -695091.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -695092.687500 Penalty: 4302.147461
	Iteration 74Q: 3 clusters Score -695092.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -695093.000000 Penalty: 4302.147461
	Iteration 75Q: 3 clusters Score -695093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -695093.000000 Penalty: 4302.147461
	Iteration 76F: 3 clusters Score -695093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (55546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55546 members 
Entering Unmasked Estep 
Score: -6793838.500000 Penalty: 2709.391846
	Iteration 0F: 2 clusters Score -6793838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -6756464.500000 Penalty: 5418.783691
	Iteration 0F: 3 clusters Score -6756464 nChanged 25771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -6771032.500000 Penalty: 5418.783691
	Iteration 1F: 3 clusters Score -6771032 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29001 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -6771639.000000 Penalty: 5418.783691
	Iteration 2Q: 3 clusters Score -6771639 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -6772280.500000 Penalty: 5418.783691
	Iteration 3Q: 3 clusters Score -6772280 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -6773026.000000 Penalty: 5418.783691
	Iteration 4Q: 3 clusters Score -6773026 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32753 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -6774070.000000 Penalty: 5418.783691
	Iteration 5Q: 3 clusters Score -6774070 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35081 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -6775466.000000 Penalty: 5418.783691
	Iteration 6F: 3 clusters Score -6775466 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38037 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -6777388.500000 Penalty: 5418.783691
	Iteration 7F: 3 clusters Score -6777388 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41449 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -6779879.500000 Penalty: 5418.783691
	Iteration 8F: 3 clusters Score -6779880 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44996 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -6782721.000000 Penalty: 5418.783691
	Iteration 9F: 3 clusters Score -6782721 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48354 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -6785584.500000 Penalty: 5418.783691
	Iteration 10F: 3 clusters Score -6785584 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51039 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -6787934.500000 Penalty: 5418.783691
	Iteration 11Q: 3 clusters Score -6787934 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52883 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -6789503.500000 Penalty: 5418.783691
	Iteration 12Q: 3 clusters Score -6789504 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53936 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -6790409.000000 Penalty: 5418.783691
	Iteration 13Q: 3 clusters Score -6790409 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54509 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -6790887.000000 Penalty: 5418.783691
	Iteration 14Q: 3 clusters Score -6790887 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54803 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -6791147.000000 Penalty: 5418.783691
	Iteration 15Q: 3 clusters Score -6791147 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54939 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -6791281.000000 Penalty: 5418.783691
	Iteration 16Q: 3 clusters Score -6791281 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55017 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -6791355.500000 Penalty: 5418.783691
	Iteration 17Q: 3 clusters Score -6791356 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55062 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -6791393.000000 Penalty: 5418.783691
	Iteration 18Q: 3 clusters Score -6791393 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55082 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -6791415.000000 Penalty: 5418.783691
	Iteration 19Q: 3 clusters Score -6791415 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55094 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -6791436.500000 Penalty: 5418.783691
	Iteration 20F: 3 clusters Score -6791436 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55112 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -6791446.000000 Penalty: 5418.783691
	Iteration 21Q: 3 clusters Score -6791446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55126 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -6791471.000000 Penalty: 5418.783691
	Iteration 22Q: 3 clusters Score -6791471 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55131 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -6791475.500000 Penalty: 5418.783691
	Iteration 23Q: 3 clusters Score -6791476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55138 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -6791476.500000 Penalty: 5418.783691
	Iteration 24Q: 3 clusters Score -6791476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55141 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -6791480.500000 Penalty: 5418.783691
	Iteration 25Q: 3 clusters Score -6791480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55141 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -6791484.000000 Penalty: 5418.783691
	Iteration 26Q: 3 clusters Score -6791484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55141 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -6791491.500000 Penalty: 5418.783691
	Iteration 27Q: 3 clusters Score -6791492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55143 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -6791485.500000 Penalty: 5418.783691
	Iteration 28Q: 3 clusters Score -6791486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55147 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -6791484.500000 Penalty: 5418.783691
	Iteration 29Q: 3 clusters Score -6791484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55149 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -6791492.500000 Penalty: 5418.783691
	Iteration 30Q: 3 clusters Score -6791492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55150 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -6791487.500000 Penalty: 5418.783691
	Iteration 31Q: 3 clusters Score -6791488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55151 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -6791492.000000 Penalty: 5418.783691
	Iteration 32Q: 3 clusters Score -6791492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55151 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -6791492.000000 Penalty: 5418.783691
	Iteration 33F: 3 clusters Score -6791492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (26794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Entering Unmasked Estep 
Score: -3270825.500000 Penalty: 2528.591553
	Iteration 0F: 2 clusters Score -3270826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -3252466.500000 Penalty: 5057.183105
	Iteration 0F: 3 clusters Score -3252466 nChanged 11976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -3259312.500000 Penalty: 5057.183105
	Iteration 1F: 3 clusters Score -3259312 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -3260159.500000 Penalty: 5057.183105
	Iteration 2F: 3 clusters Score -3260160 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -3260906.000000 Penalty: 5057.183105
	Iteration 3F: 3 clusters Score -3260906 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -3261537.750000 Penalty: 5057.183105
	Iteration 4F: 3 clusters Score -3261538 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -3262107.250000 Penalty: 5057.183105
	Iteration 5Q: 3 clusters Score -3262107 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -3262662.750000 Penalty: 5057.183105
	Iteration 6F: 3 clusters Score -3262663 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -3263211.750000 Penalty: 5057.183105
	Iteration 7Q: 3 clusters Score -3263212 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -3263723.000000 Penalty: 5057.183105
	Iteration 8Q: 3 clusters Score -3263723 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -3264187.500000 Penalty: 5057.183105
	Iteration 9Q: 3 clusters Score -3264188 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -3264616.000000 Penalty: 5057.183105
	Iteration 10Q: 3 clusters Score -3264616 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -3265026.750000 Penalty: 5057.183105
	Iteration 11Q: 3 clusters Score -3265027 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -3265314.750000 Penalty: 5057.183105
	Iteration 12Q: 3 clusters Score -3265315 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -3265578.250000 Penalty: 5057.183105
	Iteration 13Q: 3 clusters Score -3265578 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -3265785.250000 Penalty: 5057.183105
	Iteration 14Q: 3 clusters Score -3265785 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -3265998.750000 Penalty: 5057.183105
	Iteration 15Q: 3 clusters Score -3265999 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -3266175.250000 Penalty: 5057.183105
	Iteration 16Q: 3 clusters Score -3266175 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -3266330.750000 Penalty: 5057.183105
	Iteration 17Q: 3 clusters Score -3266331 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -3266513.250000 Penalty: 5057.183105
	Iteration 18Q: 3 clusters Score -3266513 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -3266684.250000 Penalty: 5057.183105
	Iteration 19Q: 3 clusters Score -3266684 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -3266887.250000 Penalty: 5057.183105
	Iteration 20F: 3 clusters Score -3266887 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -3267105.250000 Penalty: 5057.183105
	Iteration 21Q: 3 clusters Score -3267105 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -3267364.750000 Penalty: 5057.183105
	Iteration 22Q: 3 clusters Score -3267365 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -3267686.500000 Penalty: 5057.183105
	Iteration 23Q: 3 clusters Score -3267686 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -3267991.250000 Penalty: 5057.183105
	Iteration 24Q: 3 clusters Score -3267991 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -3268298.000000 Penalty: 5057.183105
	Iteration 25Q: 3 clusters Score -3268298 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -3268589.250000 Penalty: 5057.183105
	Iteration 26Q: 3 clusters Score -3268589 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -3268853.000000 Penalty: 5057.183105
	Iteration 27Q: 3 clusters Score -3268853 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -3269093.000000 Penalty: 5057.183105
	Iteration 28Q: 3 clusters Score -3269093 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -3269324.500000 Penalty: 5057.183105
	Iteration 29Q: 3 clusters Score -3269324 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -3269560.000000 Penalty: 5057.183105
	Iteration 30Q: 3 clusters Score -3269560 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -3269749.750000 Penalty: 5057.183105
	Iteration 31Q: 3 clusters Score -3269750 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -3269902.500000 Penalty: 5057.183105
	Iteration 32Q: 3 clusters Score -3269902 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -3270016.000000 Penalty: 5057.183105
	Iteration 33Q: 3 clusters Score -3270016 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -3270085.250000 Penalty: 5057.183105
	Iteration 34Q: 3 clusters Score -3270085 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -3270136.500000 Penalty: 5057.183105
	Iteration 35Q: 3 clusters Score -3270136 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -3270172.500000 Penalty: 5057.183105
	Iteration 36Q: 3 clusters Score -3270172 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -3270207.500000 Penalty: 5057.183105
	Iteration 37Q: 3 clusters Score -3270208 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -3270240.250000 Penalty: 5057.183105
	Iteration 38Q: 3 clusters Score -3270240 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -3270258.500000 Penalty: 5057.183105
	Iteration 39Q: 3 clusters Score -3270258 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -3270279.750000 Penalty: 5057.183105
	Iteration 40F: 3 clusters Score -3270280 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -3270284.250000 Penalty: 5057.183105
	Iteration 41Q: 3 clusters Score -3270284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -3270287.500000 Penalty: 5057.183105
	Iteration 42Q: 3 clusters Score -3270288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
Score: -3270287.000000 Penalty: 5057.183105
	Iteration 43Q: 3 clusters Score -3270287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 25595 members 
Entering Unmasked Estep 
Score: -3270284.500000 Penalty: 5057.183105
	Iteration 44Q: 3 clusters Score -3270284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 25608 members 
Entering Unmasked Estep 
Score: -3270291.500000 Penalty: 5057.183105
	Iteration 45Q: 3 clusters Score -3270292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -3270292.750000 Penalty: 5057.183105
	Iteration 46Q: 3 clusters Score -3270293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -3270292.500000 Penalty: 5057.183105
	Iteration 47Q: 3 clusters Score -3270292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -3270295.750000 Penalty: 5057.183105
	Iteration 48Q: 3 clusters Score -3270296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -3270301.250000 Penalty: 5057.183105
	Iteration 49Q: 3 clusters Score -3270301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -3270301.250000 Penalty: 5057.183105
	Iteration 50Q: 3 clusters Score -3270301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -3270306.000000 Penalty: 5057.183105
	Iteration 51Q: 3 clusters Score -3270306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -3270303.500000 Penalty: 5057.183105
	Iteration 52Q: 3 clusters Score -3270304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -3270317.750000 Penalty: 5057.183105
	Iteration 53Q: 3 clusters Score -3270318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -3270314.500000 Penalty: 5057.183105
	Iteration 54Q: 3 clusters Score -3270314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -3270314.500000 Penalty: 5057.183105
	Iteration 55F: 3 clusters Score -3270314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Entering Unmasked Estep 
Score: -1821245.125000 Penalty: 2390.649902
	Iteration 0F: 2 clusters Score -1821245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1810065.125000 Penalty: 4781.299805
	Iteration 0F: 3 clusters Score -1810065 nChanged 6687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1813612.375000 Penalty: 4781.299805
	Iteration 1F: 3 clusters Score -1813612 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1814020.125000 Penalty: 4781.299805
	Iteration 2F: 3 clusters Score -1814020 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1814424.500000 Penalty: 4781.299805
	Iteration 3F: 3 clusters Score -1814424 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1814900.750000 Penalty: 4781.299805
	Iteration 4F: 3 clusters Score -1814901 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1815442.250000 Penalty: 4781.299805
	Iteration 5F: 3 clusters Score -1815442 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1816035.000000 Penalty: 4781.299805
	Iteration 6F: 3 clusters Score -1816035 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1816583.250000 Penalty: 4781.299805
	Iteration 7F: 3 clusters Score -1816583 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1817045.625000 Penalty: 4781.299805
	Iteration 8F: 3 clusters Score -1817046 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1817375.250000 Penalty: 4781.299805
	Iteration 9Q: 3 clusters Score -1817375 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1817599.750000 Penalty: 4781.299805
	Iteration 10Q: 3 clusters Score -1817600 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1817756.875000 Penalty: 4781.299805
	Iteration 11Q: 3 clusters Score -1817757 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1817859.750000 Penalty: 4781.299805
	Iteration 12Q: 3 clusters Score -1817860 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1817937.000000 Penalty: 4781.299805
	Iteration 13Q: 3 clusters Score -1817937 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1817992.125000 Penalty: 4781.299805
	Iteration 14Q: 3 clusters Score -1817992 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1818033.250000 Penalty: 4781.299805
	Iteration 15Q: 3 clusters Score -1818033 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1818073.375000 Penalty: 4781.299805
	Iteration 16Q: 3 clusters Score -1818073 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1818105.875000 Penalty: 4781.299805
	Iteration 17Q: 3 clusters Score -1818106 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1818144.875000 Penalty: 4781.299805
	Iteration 18Q: 3 clusters Score -1818145 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -1818182.750000 Penalty: 4781.299805
	Iteration 19Q: 3 clusters Score -1818183 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1818214.000000 Penalty: 4781.299805
	Iteration 20F: 3 clusters Score -1818214 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1818239.875000 Penalty: 4781.299805
	Iteration 21Q: 3 clusters Score -1818240 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1818274.625000 Penalty: 4781.299805
	Iteration 22Q: 3 clusters Score -1818275 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -1818308.625000 Penalty: 4781.299805
	Iteration 23Q: 3 clusters Score -1818309 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1818344.625000 Penalty: 4781.299805
	Iteration 24Q: 3 clusters Score -1818345 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -1818397.125000 Penalty: 4781.299805
	Iteration 25Q: 3 clusters Score -1818397 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -1818453.750000 Penalty: 4781.299805
	Iteration 26Q: 3 clusters Score -1818454 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -1818511.000000 Penalty: 4781.299805
	Iteration 27Q: 3 clusters Score -1818511 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -1818579.750000 Penalty: 4781.299805
	Iteration 28Q: 3 clusters Score -1818580 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -1818653.375000 Penalty: 4781.299805
	Iteration 29Q: 3 clusters Score -1818653 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -1818723.875000 Penalty: 4781.299805
	Iteration 30Q: 3 clusters Score -1818724 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -1818798.750000 Penalty: 4781.299805
	Iteration 31Q: 3 clusters Score -1818799 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -1818870.500000 Penalty: 4781.299805
	Iteration 32Q: 3 clusters Score -1818870 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -1818937.500000 Penalty: 4781.299805
	Iteration 33Q: 3 clusters Score -1818938 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -1819012.000000 Penalty: 4781.299805
	Iteration 34Q: 3 clusters Score -1819012 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -1819072.750000 Penalty: 4781.299805
	Iteration 35Q: 3 clusters Score -1819073 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -1819143.625000 Penalty: 4781.299805
	Iteration 36Q: 3 clusters Score -1819144 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -1819212.125000 Penalty: 4781.299805
	Iteration 37Q: 3 clusters Score -1819212 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -1819262.125000 Penalty: 4781.299805
	Iteration 38Q: 3 clusters Score -1819262 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -1819293.250000 Penalty: 4781.299805
	Iteration 39Q: 3 clusters Score -1819293 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -1819328.125000 Penalty: 4781.299805
	Iteration 40F: 3 clusters Score -1819328 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -1819344.750000 Penalty: 4781.299805
	Iteration 41Q: 3 clusters Score -1819345 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -1819363.500000 Penalty: 4781.299805
	Iteration 42Q: 3 clusters Score -1819364 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -1819373.250000 Penalty: 4781.299805
	Iteration 43Q: 3 clusters Score -1819373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -1819382.125000 Penalty: 4781.299805
	Iteration 44Q: 3 clusters Score -1819382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -1819385.250000 Penalty: 4781.299805
	Iteration 45Q: 3 clusters Score -1819385 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -1819392.500000 Penalty: 4781.299805
	Iteration 46Q: 3 clusters Score -1819392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -1819399.750000 Penalty: 4781.299805
	Iteration 47Q: 3 clusters Score -1819400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -1819403.000000 Penalty: 4781.299805
	Iteration 48Q: 3 clusters Score -1819403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -1819405.125000 Penalty: 4781.299805
	Iteration 49Q: 3 clusters Score -1819405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -1819408.875000 Penalty: 4781.299805
	Iteration 50Q: 3 clusters Score -1819409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -1819408.250000 Penalty: 4781.299805
	Iteration 51Q: 3 clusters Score -1819408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -1819407.750000 Penalty: 4781.299805
	Iteration 52Q: 3 clusters Score -1819408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -1819409.125000 Penalty: 4781.299805
	Iteration 53Q: 3 clusters Score -1819409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -1819409.125000 Penalty: 4781.299805
	Iteration 54F: 3 clusters Score -1819409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Entering Unmasked Estep 
Score: -1159964.000000 Penalty: 2285.771240
	Iteration 0F: 2 clusters Score -1159964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1152285.375000 Penalty: 4571.542480
	Iteration 0F: 3 clusters Score -1152285 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1154574.500000 Penalty: 4571.542480
	Iteration 1F: 3 clusters Score -1154574 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1154983.500000 Penalty: 4571.542480
	Iteration 2F: 3 clusters Score -1154984 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1155362.375000 Penalty: 4571.542480
	Iteration 3F: 3 clusters Score -1155362 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1155704.750000 Penalty: 4571.542480
	Iteration 4F: 3 clusters Score -1155705 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1156031.750000 Penalty: 4571.542480
	Iteration 5F: 3 clusters Score -1156032 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1156337.750000 Penalty: 4571.542480
	Iteration 6Q: 3 clusters Score -1156338 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1156639.250000 Penalty: 4571.542480
	Iteration 7Q: 3 clusters Score -1156639 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1156872.750000 Penalty: 4571.542480
	Iteration 8Q: 3 clusters Score -1156873 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1157068.375000 Penalty: 4571.542480
	Iteration 9Q: 3 clusters Score -1157068 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1157250.125000 Penalty: 4571.542480
	Iteration 10Q: 3 clusters Score -1157250 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1157392.875000 Penalty: 4571.542480
	Iteration 11Q: 3 clusters Score -1157393 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1157503.750000 Penalty: 4571.542480
	Iteration 12Q: 3 clusters Score -1157504 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1157608.375000 Penalty: 4571.542480
	Iteration 13Q: 3 clusters Score -1157608 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1157710.375000 Penalty: 4571.542480
	Iteration 14Q: 3 clusters Score -1157710 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1157806.750000 Penalty: 4571.542480
	Iteration 15Q: 3 clusters Score -1157807 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1157898.750000 Penalty: 4571.542480
	Iteration 16Q: 3 clusters Score -1157899 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1158027.125000 Penalty: 4571.542480
	Iteration 17Q: 3 clusters Score -1158027 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1158156.000000 Penalty: 4571.542480
	Iteration 18Q: 3 clusters Score -1158156 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1158283.625000 Penalty: 4571.542480
	Iteration 19Q: 3 clusters Score -1158284 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1158371.500000 Penalty: 4571.542480
	Iteration 20F: 3 clusters Score -1158372 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1158444.000000 Penalty: 4571.542480
	Iteration 21Q: 3 clusters Score -1158444 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1158491.500000 Penalty: 4571.542480
	Iteration 22Q: 3 clusters Score -1158492 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1158533.625000 Penalty: 4571.542480
	Iteration 23Q: 3 clusters Score -1158534 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1158562.750000 Penalty: 4571.542480
	Iteration 24Q: 3 clusters Score -1158563 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1158577.750000 Penalty: 4571.542480
	Iteration 25Q: 3 clusters Score -1158578 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1158595.625000 Penalty: 4571.542480
	Iteration 26Q: 3 clusters Score -1158596 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1158611.375000 Penalty: 4571.542480
	Iteration 27Q: 3 clusters Score -1158611 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1158628.750000 Penalty: 4571.542480
	Iteration 28Q: 3 clusters Score -1158629 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1158643.500000 Penalty: 4571.542480
	Iteration 29Q: 3 clusters Score -1158644 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1158667.625000 Penalty: 4571.542480
	Iteration 30Q: 3 clusters Score -1158668 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1158693.250000 Penalty: 4571.542480
	Iteration 31Q: 3 clusters Score -1158693 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1158719.875000 Penalty: 4571.542480
	Iteration 32Q: 3 clusters Score -1158720 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1158750.375000 Penalty: 4571.542480
	Iteration 33Q: 3 clusters Score -1158750 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1158783.750000 Penalty: 4571.542480
	Iteration 34Q: 3 clusters Score -1158784 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1158827.000000 Penalty: 4571.542480
	Iteration 35Q: 3 clusters Score -1158827 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1158882.625000 Penalty: 4571.542480
	Iteration 36Q: 3 clusters Score -1158883 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1158934.875000 Penalty: 4571.542480
	Iteration 37Q: 3 clusters Score -1158935 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1158976.875000 Penalty: 4571.542480
	Iteration 38Q: 3 clusters Score -1158977 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1159004.375000 Penalty: 4571.542480
	Iteration 39Q: 3 clusters Score -1159004 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1159017.125000 Penalty: 4571.542480
	Iteration 40F: 3 clusters Score -1159017 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1159024.125000 Penalty: 4571.542480
	Iteration 41Q: 3 clusters Score -1159024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1159031.375000 Penalty: 4571.542480
	Iteration 42Q: 3 clusters Score -1159031 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1159035.625000 Penalty: 4571.542480
	Iteration 43Q: 3 clusters Score -1159036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1159037.500000 Penalty: 4571.542480
	Iteration 44Q: 3 clusters Score -1159038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1159041.875000 Penalty: 4571.542480
	Iteration 45Q: 3 clusters Score -1159042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1159043.250000 Penalty: 4571.542480
	Iteration 46Q: 3 clusters Score -1159043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1159041.250000 Penalty: 4571.542480
	Iteration 47Q: 3 clusters Score -1159041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1159043.125000 Penalty: 4571.542480
	Iteration 48Q: 3 clusters Score -1159043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1159043.125000 Penalty: 4571.542480
	Iteration 49F: 3 clusters Score -1159043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (195944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195944 members 
Entering Unmasked Estep 
Score: -24241950.000000 Penalty: 3022.024902
	Iteration 0F: 2 clusters Score -2.424195e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97738 members 
Mstep: Class 2 contains 98206 members 
Entering Unmasked Estep 
Score: -24113200.000000 Penalty: 6044.049805
	Iteration 0F: 3 clusters Score -2.41132e+07 nChanged 94066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93276 members 
Mstep: Class 2 contains 102668 members 
Entering Unmasked Estep 
Score: -24168180.000000 Penalty: 6044.049805
	Iteration 1F: 3 clusters Score -2.416818e+07 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90563 members 
Mstep: Class 2 contains 105381 members 
Entering Unmasked Estep 
Score: -24169154.000000 Penalty: 6044.049805
	Iteration 2Q: 3 clusters Score -2.416915e+07 nChanged 5987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86294 members 
Mstep: Class 2 contains 109650 members 
Entering Unmasked Estep 
Score: -24170738.000000 Penalty: 6044.049805
	Iteration 3Q: 3 clusters Score -2.417074e+07 nChanged 7599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79769 members 
Mstep: Class 2 contains 116175 members 
Entering Unmasked Estep 
Score: -24173246.000000 Penalty: 6044.049805
	Iteration 4Q: 3 clusters Score -2.417325e+07 nChanged 10358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69881 members 
Mstep: Class 2 contains 126063 members 
Entering Unmasked Estep 
Score: -24178384.000000 Penalty: 6044.049805
	Iteration 5F: 3 clusters Score -2.417838e+07 nChanged 14180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55865 members 
Mstep: Class 2 contains 140079 members 
Entering Unmasked Estep 
Score: -24188010.000000 Penalty: 6044.049805
	Iteration 6F: 3 clusters Score -2.418801e+07 nChanged 17499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38400 members 
Mstep: Class 2 contains 157544 members 
Entering Unmasked Estep 
Score: -24203128.000000 Penalty: 6044.049805
	Iteration 7F: 3 clusters Score -2.420313e+07 nChanged 17641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 175173 members 
Entering Unmasked Estep 
Score: -24220646.000000 Penalty: 6044.049805
	Iteration 8F: 3 clusters Score -2.422065e+07 nChanged 12668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 187839 members 
Entering Unmasked Estep 
Score: -24232616.000000 Penalty: 6044.049805
	Iteration 9F: 3 clusters Score -2.423262e+07 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 193583 members 
Entering Unmasked Estep 
Score: -24237454.000000 Penalty: 6044.049805
	Iteration 10Q: 3 clusters Score -2.423745e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 195242 members 
Entering Unmasked Estep 
Score: -24238650.000000 Penalty: 6044.049805
	Iteration 11Q: 3 clusters Score -2.423865e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 195623 members 
Entering Unmasked Estep 
Score: -24238946.000000 Penalty: 6044.049805
	Iteration 12Q: 3 clusters Score -2.423895e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 195709 members 
Entering Unmasked Estep 
Score: -24239068.000000 Penalty: 6044.049805
	Iteration 13Q: 3 clusters Score -2.423907e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 195736 members 
Entering Unmasked Estep 
Score: -24239140.000000 Penalty: 6044.049805
	Iteration 14Q: 3 clusters Score -2.423914e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 195741 members 
Entering Unmasked Estep 
Score: -24239156.000000 Penalty: 6044.049805
	Iteration 15Q: 3 clusters Score -2.423916e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 195748 members 
Entering Unmasked Estep 
Score: -24239180.000000 Penalty: 6044.049805
	Iteration 16Q: 3 clusters Score -2.423918e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 195753 members 
Entering Unmasked Estep 
Score: -24239208.000000 Penalty: 6044.049805
	Iteration 17Q: 3 clusters Score -2.423921e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 195763 members 
Entering Unmasked Estep 
Score: -24239214.000000 Penalty: 6044.049805
	Iteration 18Q: 3 clusters Score -2.423921e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 195763 members 
Entering Unmasked Estep 
Score: -24239232.000000 Penalty: 6044.049805
	Iteration 19Q: 3 clusters Score -2.423923e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 195764 members 
Entering Unmasked Estep 
Score: -24239236.000000 Penalty: 6044.049805
	Iteration 20F: 3 clusters Score -2.423924e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 195764 members 
Entering Unmasked Estep 
Score: -24239240.000000 Penalty: 6044.049805
	Iteration 21Q: 3 clusters Score -2.423924e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 195764 members 
Entering Unmasked Estep 
Score: -24239240.000000 Penalty: 6044.049805
	Iteration 22F: 3 clusters Score -2.423924e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -1515754.500000 Penalty: 2345.172607
	Iteration 0F: 2 clusters Score -1515754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1506500.875000 Penalty: 4690.345215
	Iteration 0F: 3 clusters Score -1506501 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1509987.500000 Penalty: 4690.345215
	Iteration 1F: 3 clusters Score -1509988 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1510830.000000 Penalty: 4690.345215
	Iteration 2F: 3 clusters Score -1510830 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1511574.375000 Penalty: 4690.345215
	Iteration 3F: 3 clusters Score -1511574 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1512284.625000 Penalty: 4690.345215
	Iteration 4F: 3 clusters Score -1512285 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1512973.250000 Penalty: 4690.345215
	Iteration 5F: 3 clusters Score -1512973 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1513473.250000 Penalty: 4690.345215
	Iteration 6F: 3 clusters Score -1513473 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1513836.250000 Penalty: 4690.345215
	Iteration 7Q: 3 clusters Score -1513836 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1514085.250000 Penalty: 4690.345215
	Iteration 8Q: 3 clusters Score -1514085 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1514257.375000 Penalty: 4690.345215
	Iteration 9Q: 3 clusters Score -1514257 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1514389.750000 Penalty: 4690.345215
	Iteration 10Q: 3 clusters Score -1514390 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1514483.000000 Penalty: 4690.345215
	Iteration 11Q: 3 clusters Score -1514483 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1514535.125000 Penalty: 4690.345215
	Iteration 12Q: 3 clusters Score -1514535 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -1514586.625000 Penalty: 4690.345215
	Iteration 13Q: 3 clusters Score -1514587 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1514606.375000 Penalty: 4690.345215
	Iteration 14Q: 3 clusters Score -1514606 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1514635.500000 Penalty: 4690.345215
	Iteration 15Q: 3 clusters Score -1514636 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1514661.000000 Penalty: 4690.345215
	Iteration 16Q: 3 clusters Score -1514661 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1514685.625000 Penalty: 4690.345215
	Iteration 17Q: 3 clusters Score -1514686 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1514696.500000 Penalty: 4690.345215
	Iteration 18Q: 3 clusters Score -1514696 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1514705.875000 Penalty: 4690.345215
	Iteration 19Q: 3 clusters Score -1514706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1514714.250000 Penalty: 4690.345215
	Iteration 20F: 3 clusters Score -1514714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1514718.000000 Penalty: 4690.345215
	Iteration 21Q: 3 clusters Score -1514718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1514723.250000 Penalty: 4690.345215
	Iteration 22Q: 3 clusters Score -1514723 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -1514736.875000 Penalty: 4690.345215
	Iteration 23Q: 3 clusters Score -1514737 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1514743.625000 Penalty: 4690.345215
	Iteration 24Q: 3 clusters Score -1514744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1514750.375000 Penalty: 4690.345215
	Iteration 25Q: 3 clusters Score -1514750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1514753.250000 Penalty: 4690.345215
	Iteration 26Q: 3 clusters Score -1514753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1514761.000000 Penalty: 4690.345215
	Iteration 27Q: 3 clusters Score -1514761 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1514766.500000 Penalty: 4690.345215
	Iteration 28Q: 3 clusters Score -1514766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -1514775.625000 Penalty: 4690.345215
	Iteration 29Q: 3 clusters Score -1514776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1514781.625000 Penalty: 4690.345215
	Iteration 30Q: 3 clusters Score -1514782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1514789.750000 Penalty: 4690.345215
	Iteration 31Q: 3 clusters Score -1514790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1514795.875000 Penalty: 4690.345215
	Iteration 32Q: 3 clusters Score -1514796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1514804.875000 Penalty: 4690.345215
	Iteration 33Q: 3 clusters Score -1514805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1514811.375000 Penalty: 4690.345215
	Iteration 34Q: 3 clusters Score -1514811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1514817.000000 Penalty: 4690.345215
	Iteration 35Q: 3 clusters Score -1514817 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -1514830.375000 Penalty: 4690.345215
	Iteration 36Q: 3 clusters Score -1514830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -1514833.250000 Penalty: 4690.345215
	Iteration 37Q: 3 clusters Score -1514833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1514839.625000 Penalty: 4690.345215
	Iteration 38Q: 3 clusters Score -1514840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1514846.000000 Penalty: 4690.345215
	Iteration 39Q: 3 clusters Score -1514846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1514848.250000 Penalty: 4690.345215
	Iteration 40F: 3 clusters Score -1514848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -1514850.375000 Penalty: 4690.345215
	Iteration 41Q: 3 clusters Score -1514850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1514850.000000 Penalty: 4690.345215
	Iteration 42Q: 3 clusters Score -1514850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1514850.000000 Penalty: 4690.345215
	Iteration 43F: 3 clusters Score -1514850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (150984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150984 members 
Entering Unmasked Estep 
Score: -18421146.000000 Penalty: 2957.382324
	Iteration 0F: 2 clusters Score -1.842115e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75577 members 
Mstep: Class 2 contains 75407 members 
Entering Unmasked Estep 
Score: -18319996.000000 Penalty: 5914.764648
	Iteration 0F: 3 clusters Score -1.832e+07 nChanged 72051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76532 members 
Mstep: Class 2 contains 74452 members 
Entering Unmasked Estep 
Score: -18362594.000000 Penalty: 5914.764648
	Iteration 1F: 3 clusters Score -1.836259e+07 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77156 members 
Mstep: Class 2 contains 73828 members 
Entering Unmasked Estep 
Score: -18363880.000000 Penalty: 5914.764648
	Iteration 2Q: 3 clusters Score -1.836388e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78004 members 
Mstep: Class 2 contains 72980 members 
Entering Unmasked Estep 
Score: -18365602.000000 Penalty: 5914.764648
	Iteration 3Q: 3 clusters Score -1.83656e+07 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79211 members 
Mstep: Class 2 contains 71773 members 
Entering Unmasked Estep 
Score: -18367702.000000 Penalty: 5914.764648
	Iteration 4Q: 3 clusters Score -1.83677e+07 nChanged 6704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81115 members 
Mstep: Class 2 contains 69869 members 
Entering Unmasked Estep 
Score: -18370458.000000 Penalty: 5914.764648
	Iteration 5Q: 3 clusters Score -1.837046e+07 nChanged 7496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83553 members 
Mstep: Class 2 contains 67431 members 
Entering Unmasked Estep 
Score: -18374268.000000 Penalty: 5914.764648
	Iteration 6Q: 3 clusters Score -1.837427e+07 nChanged 8249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86496 members 
Mstep: Class 2 contains 64488 members 
Entering Unmasked Estep 
Score: -18378908.000000 Penalty: 5914.764648
	Iteration 7F: 3 clusters Score -1.837891e+07 nChanged 8579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89697 members 
Mstep: Class 2 contains 61287 members 
Entering Unmasked Estep 
Score: -18384058.000000 Penalty: 5914.764648
	Iteration 8F: 3 clusters Score -1.838406e+07 nChanged 8369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92580 members 
Mstep: Class 2 contains 58404 members 
Entering Unmasked Estep 
Score: -18389214.000000 Penalty: 5914.764648
	Iteration 9F: 3 clusters Score -1.838921e+07 nChanged 7463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94777 members 
Mstep: Class 2 contains 56207 members 
Entering Unmasked Estep 
Score: -18393252.000000 Penalty: 5914.764648
	Iteration 10Q: 3 clusters Score -1.839325e+07 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96542 members 
Mstep: Class 2 contains 54442 members 
Entering Unmasked Estep 
Score: -18395750.000000 Penalty: 5914.764648
	Iteration 11Q: 3 clusters Score -1.839575e+07 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98076 members 
Mstep: Class 2 contains 52908 members 
Entering Unmasked Estep 
Score: -18397160.000000 Penalty: 5914.764648
	Iteration 12Q: 3 clusters Score -1.839716e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99686 members 
Mstep: Class 2 contains 51298 members 
Entering Unmasked Estep 
Score: -18398010.000000 Penalty: 5914.764648
	Iteration 13Q: 3 clusters Score -1.839801e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101388 members 
Mstep: Class 2 contains 49596 members 
Entering Unmasked Estep 
Score: -18398486.000000 Penalty: 5914.764648
	Iteration 14Q: 3 clusters Score -1.839849e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103153 members 
Mstep: Class 2 contains 47831 members 
Entering Unmasked Estep 
Score: -18399010.000000 Penalty: 5914.764648
	Iteration 15Q: 3 clusters Score -1.839901e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104982 members 
Mstep: Class 2 contains 46002 members 
Entering Unmasked Estep 
Score: -18399598.000000 Penalty: 5914.764648
	Iteration 16Q: 3 clusters Score -1.83996e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106976 members 
Mstep: Class 2 contains 44008 members 
Entering Unmasked Estep 
Score: -18400288.000000 Penalty: 5914.764648
	Iteration 17Q: 3 clusters Score -1.840029e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109041 members 
Mstep: Class 2 contains 41943 members 
Entering Unmasked Estep 
Score: -18400968.000000 Penalty: 5914.764648
	Iteration 18Q: 3 clusters Score -1.840097e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111279 members 
Mstep: Class 2 contains 39705 members 
Entering Unmasked Estep 
Score: -18401674.000000 Penalty: 5914.764648
	Iteration 19Q: 3 clusters Score -1.840167e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113552 members 
Mstep: Class 2 contains 37432 members 
Entering Unmasked Estep 
Score: -18402420.000000 Penalty: 5914.764648
	Iteration 20F: 3 clusters Score -1.840242e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115921 members 
Mstep: Class 2 contains 35063 members 
Entering Unmasked Estep 
Score: -18403284.000000 Penalty: 5914.764648
	Iteration 21Q: 3 clusters Score -1.840328e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118312 members 
Mstep: Class 2 contains 32672 members 
Entering Unmasked Estep 
Score: -18404150.000000 Penalty: 5914.764648
	Iteration 22Q: 3 clusters Score -1.840415e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120750 members 
Mstep: Class 2 contains 30234 members 
Entering Unmasked Estep 
Score: -18405100.000000 Penalty: 5914.764648
	Iteration 23Q: 3 clusters Score -1.84051e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123340 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -18406222.000000 Penalty: 5914.764648
	Iteration 24Q: 3 clusters Score -1.840622e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125917 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -18407504.000000 Penalty: 5914.764648
	Iteration 25Q: 3 clusters Score -1.84075e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128461 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -18408770.000000 Penalty: 5914.764648
	Iteration 26Q: 3 clusters Score -1.840877e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130921 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -18410054.000000 Penalty: 5914.764648
	Iteration 27Q: 3 clusters Score -1.841005e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133199 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -18411126.000000 Penalty: 5914.764648
	Iteration 28Q: 3 clusters Score -1.841113e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135309 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -18412164.000000 Penalty: 5914.764648
	Iteration 29Q: 3 clusters Score -1.841216e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137253 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -18413226.000000 Penalty: 5914.764648
	Iteration 30Q: 3 clusters Score -1.841323e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138958 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -18414118.000000 Penalty: 5914.764648
	Iteration 31Q: 3 clusters Score -1.841412e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140443 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -18414884.000000 Penalty: 5914.764648
	Iteration 32Q: 3 clusters Score -1.841488e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141710 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -18415482.000000 Penalty: 5914.764648
	Iteration 33Q: 3 clusters Score -1.841548e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142881 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -18416038.000000 Penalty: 5914.764648
	Iteration 34Q: 3 clusters Score -1.841604e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143907 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -18416558.000000 Penalty: 5914.764648
	Iteration 35Q: 3 clusters Score -1.841656e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144785 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -18416922.000000 Penalty: 5914.764648
	Iteration 36Q: 3 clusters Score -1.841692e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145549 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -18417272.000000 Penalty: 5914.764648
	Iteration 37Q: 3 clusters Score -1.841727e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146196 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -18417574.000000 Penalty: 5914.764648
	Iteration 38Q: 3 clusters Score -1.841757e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146743 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -18417822.000000 Penalty: 5914.764648
	Iteration 39Q: 3 clusters Score -1.841782e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147187 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -18418000.000000 Penalty: 5914.764648
	Iteration 40F: 3 clusters Score -1.8418e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147555 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -18418128.000000 Penalty: 5914.764648
	Iteration 41Q: 3 clusters Score -1.841813e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147829 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -18418230.000000 Penalty: 5914.764648
	Iteration 42Q: 3 clusters Score -1.841823e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148075 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -18418332.000000 Penalty: 5914.764648
	Iteration 43Q: 3 clusters Score -1.841833e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148285 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -18418402.000000 Penalty: 5914.764648
	Iteration 44Q: 3 clusters Score -1.84184e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148448 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -18418450.000000 Penalty: 5914.764648
	Iteration 45Q: 3 clusters Score -1.841845e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148570 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -18418484.000000 Penalty: 5914.764648
	Iteration 46Q: 3 clusters Score -1.841848e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148676 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -18418522.000000 Penalty: 5914.764648
	Iteration 47Q: 3 clusters Score -1.841852e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148772 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -18418552.000000 Penalty: 5914.764648
	Iteration 48Q: 3 clusters Score -1.841855e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148861 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -18418566.000000 Penalty: 5914.764648
	Iteration 49Q: 3 clusters Score -1.841857e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148944 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -18418608.000000 Penalty: 5914.764648
	Iteration 50Q: 3 clusters Score -1.841861e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149026 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -18418618.000000 Penalty: 5914.764648
	Iteration 51Q: 3 clusters Score -1.841862e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149094 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -18418658.000000 Penalty: 5914.764648
	Iteration 52Q: 3 clusters Score -1.841866e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149151 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -18418700.000000 Penalty: 5914.764648
	Iteration 53Q: 3 clusters Score -1.84187e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149194 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -18418736.000000 Penalty: 5914.764648
	Iteration 54Q: 3 clusters Score -1.841874e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149229 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -18418738.000000 Penalty: 5914.764648
	Iteration 55Q: 3 clusters Score -1.841874e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149258 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -18418746.000000 Penalty: 5914.764648
	Iteration 56Q: 3 clusters Score -1.841875e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149285 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -18418740.000000 Penalty: 5914.764648
	Iteration 57Q: 3 clusters Score -1.841874e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149323 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -18418772.000000 Penalty: 5914.764648
	Iteration 58Q: 3 clusters Score -1.841877e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149353 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -18418768.000000 Penalty: 5914.764648
	Iteration 59Q: 3 clusters Score -1.841877e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149368 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -18418782.000000 Penalty: 5914.764648
	Iteration 60F: 3 clusters Score -1.841878e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149393 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -18418790.000000 Penalty: 5914.764648
	Iteration 61Q: 3 clusters Score -1.841879e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149414 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -18418802.000000 Penalty: 5914.764648
	Iteration 62Q: 3 clusters Score -1.84188e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149436 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -18418810.000000 Penalty: 5914.764648
	Iteration 63Q: 3 clusters Score -1.841881e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149450 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -18418804.000000 Penalty: 5914.764648
	Iteration 64Q: 3 clusters Score -1.84188e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149462 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -18418818.000000 Penalty: 5914.764648
	Iteration 65Q: 3 clusters Score -1.841882e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149474 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -18418826.000000 Penalty: 5914.764648
	Iteration 66Q: 3 clusters Score -1.841883e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149488 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -18418822.000000 Penalty: 5914.764648
	Iteration 67Q: 3 clusters Score -1.841882e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149496 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -18418824.000000 Penalty: 5914.764648
	Iteration 68Q: 3 clusters Score -1.841882e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149505 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -18418838.000000 Penalty: 5914.764648
	Iteration 69Q: 3 clusters Score -1.841884e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149518 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -18418840.000000 Penalty: 5914.764648
	Iteration 70Q: 3 clusters Score -1.841884e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149525 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -18418848.000000 Penalty: 5914.764648
	Iteration 71Q: 3 clusters Score -1.841885e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149535 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -18418844.000000 Penalty: 5914.764648
	Iteration 72Q: 3 clusters Score -1.841884e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149541 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -18418848.000000 Penalty: 5914.764648
	Iteration 73Q: 3 clusters Score -1.841885e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149546 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -18418846.000000 Penalty: 5914.764648
	Iteration 74Q: 3 clusters Score -1.841885e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149554 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -18418850.000000 Penalty: 5914.764648
	Iteration 75Q: 3 clusters Score -1.841885e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149559 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -18418850.000000 Penalty: 5914.764648
	Iteration 76Q: 3 clusters Score -1.841885e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149565 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -18418852.000000 Penalty: 5914.764648
	Iteration 77Q: 3 clusters Score -1.841885e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149567 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -18418848.000000 Penalty: 5914.764648
	Iteration 78Q: 3 clusters Score -1.841885e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149567 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -18418848.000000 Penalty: 5914.764648
	Iteration 79F: 3 clusters Score -1.841885e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Entering Unmasked Estep 
Score: -1778670.250000 Penalty: 2379.101562
	Iteration 0F: 2 clusters Score -1778670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1768092.875000 Penalty: 4758.203125
	Iteration 0F: 3 clusters Score -1768093 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1771378.625000 Penalty: 4758.203125
	Iteration 1F: 3 clusters Score -1771379 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1771729.750000 Penalty: 4758.203125
	Iteration 2F: 3 clusters Score -1771730 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1772005.750000 Penalty: 4758.203125
	Iteration 3Q: 3 clusters Score -1772006 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1772229.000000 Penalty: 4758.203125
	Iteration 4Q: 3 clusters Score -1772229 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1772466.500000 Penalty: 4758.203125
	Iteration 5Q: 3 clusters Score -1772466 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1772697.875000 Penalty: 4758.203125
	Iteration 6Q: 3 clusters Score -1772698 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1772939.875000 Penalty: 4758.203125
	Iteration 7Q: 3 clusters Score -1772940 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1773213.375000 Penalty: 4758.203125
	Iteration 8Q: 3 clusters Score -1773213 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1773524.500000 Penalty: 4758.203125
	Iteration 9Q: 3 clusters Score -1773524 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1773928.750000 Penalty: 4758.203125
	Iteration 10Q: 3 clusters Score -1773929 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -1774417.125000 Penalty: 4758.203125
	Iteration 11Q: 3 clusters Score -1774417 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -1774965.625000 Penalty: 4758.203125
	Iteration 12Q: 3 clusters Score -1774966 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -1775443.875000 Penalty: 4758.203125
	Iteration 13Q: 3 clusters Score -1775444 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -1775824.000000 Penalty: 4758.203125
	Iteration 14Q: 3 clusters Score -1775824 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -1776056.625000 Penalty: 4758.203125
	Iteration 15Q: 3 clusters Score -1776057 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -1776208.750000 Penalty: 4758.203125
	Iteration 16Q: 3 clusters Score -1776209 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -1776337.625000 Penalty: 4758.203125
	Iteration 17Q: 3 clusters Score -1776338 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -1776422.500000 Penalty: 4758.203125
	Iteration 18Q: 3 clusters Score -1776422 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -1776469.250000 Penalty: 4758.203125
	Iteration 19Q: 3 clusters Score -1776469 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1776522.000000 Penalty: 4758.203125
	Iteration 20F: 3 clusters Score -1776522 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -1776546.625000 Penalty: 4758.203125
	Iteration 21Q: 3 clusters Score -1776547 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -1776562.125000 Penalty: 4758.203125
	Iteration 22Q: 3 clusters Score -1776562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -1776569.250000 Penalty: 4758.203125
	Iteration 23Q: 3 clusters Score -1776569 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -1776584.875000 Penalty: 4758.203125
	Iteration 24Q: 3 clusters Score -1776585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -1776598.750000 Penalty: 4758.203125
	Iteration 25Q: 3 clusters Score -1776599 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -1776607.500000 Penalty: 4758.203125
	Iteration 26Q: 3 clusters Score -1776608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -1776609.750000 Penalty: 4758.203125
	Iteration 27Q: 3 clusters Score -1776610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -1776610.250000 Penalty: 4758.203125
	Iteration 28Q: 3 clusters Score -1776610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -1776610.250000 Penalty: 4758.203125
	Iteration 29F: 3 clusters Score -1776610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Entering Unmasked Estep 
Score: -1030311.687500 Penalty: 2254.957520
	Iteration 0F: 2 clusters Score -1030312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1023300.875000 Penalty: 4509.915039
	Iteration 0F: 3 clusters Score -1023301 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1025250.875000 Penalty: 4509.915039
	Iteration 1F: 3 clusters Score -1025251 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1025541.875000 Penalty: 4509.915039
	Iteration 2F: 3 clusters Score -1025542 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1025802.062500 Penalty: 4509.915039
	Iteration 3F: 3 clusters Score -1025802 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1026039.125000 Penalty: 4509.915039
	Iteration 4Q: 3 clusters Score -1026039 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1026219.937500 Penalty: 4509.915039
	Iteration 5Q: 3 clusters Score -1026220 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1026375.937500 Penalty: 4509.915039
	Iteration 6Q: 3 clusters Score -1026376 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1026504.812500 Penalty: 4509.915039
	Iteration 7Q: 3 clusters Score -1026505 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1026612.125000 Penalty: 4509.915039
	Iteration 8Q: 3 clusters Score -1026612 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1026705.312500 Penalty: 4509.915039
	Iteration 9Q: 3 clusters Score -1026705 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1026794.875000 Penalty: 4509.915039
	Iteration 10Q: 3 clusters Score -1026795 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1026885.812500 Penalty: 4509.915039
	Iteration 11Q: 3 clusters Score -1026886 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1026970.062500 Penalty: 4509.915039
	Iteration 12Q: 3 clusters Score -1026970 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1027051.500000 Penalty: 4509.915039
	Iteration 13Q: 3 clusters Score -1027052 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1027115.375000 Penalty: 4509.915039
	Iteration 14Q: 3 clusters Score -1027115 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1027176.375000 Penalty: 4509.915039
	Iteration 15Q: 3 clusters Score -1027176 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1027221.500000 Penalty: 4509.915039
	Iteration 16Q: 3 clusters Score -1027222 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1027256.187500 Penalty: 4509.915039
	Iteration 17Q: 3 clusters Score -1027256 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1027290.562500 Penalty: 4509.915039
	Iteration 18Q: 3 clusters Score -1027291 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1027317.812500 Penalty: 4509.915039
	Iteration 19Q: 3 clusters Score -1027318 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1027338.062500 Penalty: 4509.915039
	Iteration 20F: 3 clusters Score -1027338 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1027352.187500 Penalty: 4509.915039
	Iteration 21Q: 3 clusters Score -1027352 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1027367.625000 Penalty: 4509.915039
	Iteration 22Q: 3 clusters Score -1027368 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1027381.562500 Penalty: 4509.915039
	Iteration 23Q: 3 clusters Score -1027382 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1027397.125000 Penalty: 4509.915039
	Iteration 24Q: 3 clusters Score -1027397 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1027411.375000 Penalty: 4509.915039
	Iteration 25Q: 3 clusters Score -1027411 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1027424.812500 Penalty: 4509.915039
	Iteration 26Q: 3 clusters Score -1027425 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1027431.562500 Penalty: 4509.915039
	Iteration 27Q: 3 clusters Score -1027432 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1027439.187500 Penalty: 4509.915039
	Iteration 28Q: 3 clusters Score -1027439 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1027447.562500 Penalty: 4509.915039
	Iteration 29Q: 3 clusters Score -1027448 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1027452.187500 Penalty: 4509.915039
	Iteration 30Q: 3 clusters Score -1027452 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1027455.562500 Penalty: 4509.915039
	Iteration 31Q: 3 clusters Score -1027456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1027457.812500 Penalty: 4509.915039
	Iteration 32Q: 3 clusters Score -1027458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1027460.750000 Penalty: 4509.915039
	Iteration 33Q: 3 clusters Score -1027461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1027463.687500 Penalty: 4509.915039
	Iteration 34Q: 3 clusters Score -1027464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1027466.250000 Penalty: 4509.915039
	Iteration 35Q: 3 clusters Score -1027466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1027465.062500 Penalty: 4509.915039
	Iteration 36Q: 3 clusters Score -1027465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1027465.250000 Penalty: 4509.915039
	Iteration 37Q: 3 clusters Score -1027465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1027467.000000 Penalty: 4509.915039
	Iteration 38Q: 3 clusters Score -1027467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1027471.437500 Penalty: 4509.915039
	Iteration 39Q: 3 clusters Score -1027471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1027472.750000 Penalty: 4509.915039
	Iteration 40F: 3 clusters Score -1027473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1027474.625000 Penalty: 4509.915039
	Iteration 41Q: 3 clusters Score -1027475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1027473.625000 Penalty: 4509.915039
	Iteration 42Q: 3 clusters Score -1027474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1027473.375000 Penalty: 4509.915039
	Iteration 43Q: 3 clusters Score -1027473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1027474.000000 Penalty: 4509.915039
	Iteration 44Q: 3 clusters Score -1027474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1027475.312500 Penalty: 4509.915039
	Iteration 45Q: 3 clusters Score -1027475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1027475.375000 Penalty: 4509.915039
	Iteration 46Q: 3 clusters Score -1027475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1027478.812500 Penalty: 4509.915039
	Iteration 47Q: 3 clusters Score -1027479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1027479.375000 Penalty: 4509.915039
	Iteration 48Q: 3 clusters Score -1027479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1027479.625000 Penalty: 4509.915039
	Iteration 49Q: 3 clusters Score -1027480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1027481.562500 Penalty: 4509.915039
	Iteration 50Q: 3 clusters Score -1027482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1027481.562500 Penalty: 4509.915039
	Iteration 51F: 3 clusters Score -1027482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Entering Unmasked Estep 
Score: -1010844.062500 Penalty: 2233.796631
	Iteration 0F: 2 clusters Score -1010844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1004351.062500 Penalty: 4467.593262
	Iteration 0F: 3 clusters Score -1004351 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1006105.187500 Penalty: 4467.593262
	Iteration 1F: 3 clusters Score -1006105 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1006386.312500 Penalty: 4467.593262
	Iteration 2F: 3 clusters Score -1006386 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1006592.937500 Penalty: 4467.593262
	Iteration 3F: 3 clusters Score -1006593 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1006722.437500 Penalty: 4467.593262
	Iteration 4Q: 3 clusters Score -1006722 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1006852.812500 Penalty: 4467.593262
	Iteration 5Q: 3 clusters Score -1006853 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1006987.312500 Penalty: 4467.593262
	Iteration 6Q: 3 clusters Score -1006987 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1007119.250000 Penalty: 4467.593262
	Iteration 7Q: 3 clusters Score -1007119 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1007254.562500 Penalty: 4467.593262
	Iteration 8Q: 3 clusters Score -1007255 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1007410.687500 Penalty: 4467.593262
	Iteration 9Q: 3 clusters Score -1007411 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1007578.250000 Penalty: 4467.593262
	Iteration 10Q: 3 clusters Score -1007578 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1007768.125000 Penalty: 4467.593262
	Iteration 11Q: 3 clusters Score -1007768 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1007962.187500 Penalty: 4467.593262
	Iteration 12Q: 3 clusters Score -1007962 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1008142.375000 Penalty: 4467.593262
	Iteration 13Q: 3 clusters Score -1008142 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1008322.062500 Penalty: 4467.593262
	Iteration 14Q: 3 clusters Score -1008322 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1008464.500000 Penalty: 4467.593262
	Iteration 15Q: 3 clusters Score -1008464 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1008580.937500 Penalty: 4467.593262
	Iteration 16Q: 3 clusters Score -1008581 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1008688.312500 Penalty: 4467.593262
	Iteration 17Q: 3 clusters Score -1008688 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1008753.562500 Penalty: 4467.593262
	Iteration 18Q: 3 clusters Score -1008754 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1008806.625000 Penalty: 4467.593262
	Iteration 19Q: 3 clusters Score -1008807 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1008836.375000 Penalty: 4467.593262
	Iteration 20F: 3 clusters Score -1008836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1008846.562500 Penalty: 4467.593262
	Iteration 21Q: 3 clusters Score -1008847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1008851.375000 Penalty: 4467.593262
	Iteration 22Q: 3 clusters Score -1008851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1008859.500000 Penalty: 4467.593262
	Iteration 23Q: 3 clusters Score -1008860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1008861.437500 Penalty: 4467.593262
	Iteration 24Q: 3 clusters Score -1008861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1008870.937500 Penalty: 4467.593262
	Iteration 25Q: 3 clusters Score -1008871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1008879.250000 Penalty: 4467.593262
	Iteration 26Q: 3 clusters Score -1008879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1008886.562500 Penalty: 4467.593262
	Iteration 27Q: 3 clusters Score -1008887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1008887.937500 Penalty: 4467.593262
	Iteration 28Q: 3 clusters Score -1008888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1008889.500000 Penalty: 4467.593262
	Iteration 29Q: 3 clusters Score -1008890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1008889.500000 Penalty: 4467.593262
	Iteration 30F: 3 clusters Score -1008890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Entering Unmasked Estep 
Score: -1057841.500000 Penalty: 2253.922852
	Iteration 0F: 2 clusters Score -1057842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1050978.625000 Penalty: 4507.845703
	Iteration 0F: 3 clusters Score -1050979 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1053300.750000 Penalty: 4507.845703
	Iteration 1F: 3 clusters Score -1053301 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1054213.750000 Penalty: 4507.845703
	Iteration 2F: 3 clusters Score -1054214 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1055209.750000 Penalty: 4507.845703
	Iteration 3F: 3 clusters Score -1055210 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1055968.000000 Penalty: 4507.845703
	Iteration 4F: 3 clusters Score -1055968 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1056463.500000 Penalty: 4507.845703
	Iteration 5F: 3 clusters Score -1056464 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1056793.875000 Penalty: 4507.845703
	Iteration 6F: 3 clusters Score -1056794 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1056966.375000 Penalty: 4507.845703
	Iteration 7Q: 3 clusters Score -1056966 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1057068.625000 Penalty: 4507.845703
	Iteration 8Q: 3 clusters Score -1057069 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1057126.750000 Penalty: 4507.845703
	Iteration 9Q: 3 clusters Score -1057127 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1057158.500000 Penalty: 4507.845703
	Iteration 10Q: 3 clusters Score -1057158 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1057178.875000 Penalty: 4507.845703
	Iteration 11Q: 3 clusters Score -1057179 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1057193.000000 Penalty: 4507.845703
	Iteration 12Q: 3 clusters Score -1057193 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1057208.000000 Penalty: 4507.845703
	Iteration 13Q: 3 clusters Score -1057208 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1057215.125000 Penalty: 4507.845703
	Iteration 14Q: 3 clusters Score -1057215 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1057223.750000 Penalty: 4507.845703
	Iteration 15Q: 3 clusters Score -1057224 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1057228.750000 Penalty: 4507.845703
	Iteration 16Q: 3 clusters Score -1057229 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1057233.125000 Penalty: 4507.845703
	Iteration 17Q: 3 clusters Score -1057233 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1057235.375000 Penalty: 4507.845703
	Iteration 18Q: 3 clusters Score -1057235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1057237.000000 Penalty: 4507.845703
	Iteration 19Q: 3 clusters Score -1057237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1057236.250000 Penalty: 4507.845703
	Iteration 20F: 3 clusters Score -1057236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1057242.000000 Penalty: 4507.845703
	Iteration 21Q: 3 clusters Score -1057242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1057242.000000 Penalty: 4507.845703
	Iteration 22Q: 3 clusters Score -1057242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1057243.875000 Penalty: 4507.845703
	Iteration 23Q: 3 clusters Score -1057244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1057244.375000 Penalty: 4507.845703
	Iteration 24Q: 3 clusters Score -1057244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1057246.250000 Penalty: 4507.845703
	Iteration 25Q: 3 clusters Score -1057246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1057252.125000 Penalty: 4507.845703
	Iteration 26Q: 3 clusters Score -1057252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1057251.250000 Penalty: 4507.845703
	Iteration 27Q: 3 clusters Score -1057251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1057251.000000 Penalty: 4507.845703
	Iteration 28Q: 3 clusters Score -1057251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1057253.750000 Penalty: 4507.845703
	Iteration 29Q: 3 clusters Score -1057254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1057252.625000 Penalty: 4507.845703
	Iteration 30Q: 3 clusters Score -1057253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1057251.625000 Penalty: 4507.845703
	Iteration 31Q: 3 clusters Score -1057252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1057251.625000 Penalty: 4507.845703
	Iteration 32Q: 3 clusters Score -1057252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1057252.000000 Penalty: 4507.845703
	Iteration 33Q: 3 clusters Score -1057252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1057252.000000 Penalty: 4507.845703
	Iteration 34F: 3 clusters Score -1057252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Entering Unmasked Estep 
Score: -1055042.875000 Penalty: 2257.566162
	Iteration 0F: 2 clusters Score -1055043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1047998.437500 Penalty: 4515.132324
	Iteration 0F: 3 clusters Score -1047998 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1050040.000000 Penalty: 4515.132324
	Iteration 1F: 3 clusters Score -1050040 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1050415.000000 Penalty: 4515.132324
	Iteration 2F: 3 clusters Score -1050415 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1050748.625000 Penalty: 4515.132324
	Iteration 3F: 3 clusters Score -1050749 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1051082.250000 Penalty: 4515.132324
	Iteration 4F: 3 clusters Score -1051082 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1051415.875000 Penalty: 4515.132324
	Iteration 5F: 3 clusters Score -1051416 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1051736.000000 Penalty: 4515.132324
	Iteration 6F: 3 clusters Score -1051736 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1052015.500000 Penalty: 4515.132324
	Iteration 7Q: 3 clusters Score -1052016 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1052268.250000 Penalty: 4515.132324
	Iteration 8Q: 3 clusters Score -1052268 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1052511.375000 Penalty: 4515.132324
	Iteration 9Q: 3 clusters Score -1052511 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1052730.125000 Penalty: 4515.132324
	Iteration 10Q: 3 clusters Score -1052730 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1052900.875000 Penalty: 4515.132324
	Iteration 11Q: 3 clusters Score -1052901 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1053032.625000 Penalty: 4515.132324
	Iteration 12Q: 3 clusters Score -1053033 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1053115.875000 Penalty: 4515.132324
	Iteration 13Q: 3 clusters Score -1053116 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1053185.000000 Penalty: 4515.132324
	Iteration 14Q: 3 clusters Score -1053185 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1053246.000000 Penalty: 4515.132324
	Iteration 15Q: 3 clusters Score -1053246 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1053287.250000 Penalty: 4515.132324
	Iteration 16Q: 3 clusters Score -1053287 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1053310.750000 Penalty: 4515.132324
	Iteration 17Q: 3 clusters Score -1053311 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1053329.000000 Penalty: 4515.132324
	Iteration 18Q: 3 clusters Score -1053329 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1053338.625000 Penalty: 4515.132324
	Iteration 19Q: 3 clusters Score -1053339 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1053348.000000 Penalty: 4515.132324
	Iteration 20F: 3 clusters Score -1053348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1053354.750000 Penalty: 4515.132324
	Iteration 21Q: 3 clusters Score -1053355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1053360.875000 Penalty: 4515.132324
	Iteration 22Q: 3 clusters Score -1053361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1053364.750000 Penalty: 4515.132324
	Iteration 23Q: 3 clusters Score -1053365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1053373.750000 Penalty: 4515.132324
	Iteration 24Q: 3 clusters Score -1053374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1053378.125000 Penalty: 4515.132324
	Iteration 25Q: 3 clusters Score -1053378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1053385.000000 Penalty: 4515.132324
	Iteration 26Q: 3 clusters Score -1053385 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1053396.250000 Penalty: 4515.132324
	Iteration 27Q: 3 clusters Score -1053396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1053400.250000 Penalty: 4515.132324
	Iteration 28Q: 3 clusters Score -1053400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1053401.875000 Penalty: 4515.132324
	Iteration 29Q: 3 clusters Score -1053402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1053402.875000 Penalty: 4515.132324
	Iteration 30Q: 3 clusters Score -1053403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1053400.875000 Penalty: 4515.132324
	Iteration 31Q: 3 clusters Score -1053401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1053400.875000 Penalty: 4515.132324
	Iteration 32F: 3 clusters Score -1053401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Entering Unmasked Estep 
Score: -574963.750000 Penalty: 2122.371826
	Iteration 0F: 2 clusters Score -574963.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -570322.375000 Penalty: 4244.743652
	Iteration 0F: 3 clusters Score -570322.4 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -571487.125000 Penalty: 4244.743652
	Iteration 1F: 3 clusters Score -571487.1 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -571793.187500 Penalty: 4244.743652
	Iteration 2F: 3 clusters Score -571793.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -572000.312500 Penalty: 4244.743652
	Iteration 3F: 3 clusters Score -572000.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -572171.187500 Penalty: 4244.743652
	Iteration 4Q: 3 clusters Score -572171.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -572334.812500 Penalty: 4244.743652
	Iteration 5Q: 3 clusters Score -572334.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -572490.625000 Penalty: 4244.743652
	Iteration 6Q: 3 clusters Score -572490.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -572650.687500 Penalty: 4244.743652
	Iteration 7Q: 3 clusters Score -572650.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -572788.625000 Penalty: 4244.743652
	Iteration 8Q: 3 clusters Score -572788.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -572917.812500 Penalty: 4244.743652
	Iteration 9Q: 3 clusters Score -572917.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -573022.187500 Penalty: 4244.743652
	Iteration 10Q: 3 clusters Score -573022.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -573121.750000 Penalty: 4244.743652
	Iteration 11Q: 3 clusters Score -573121.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -573208.562500 Penalty: 4244.743652
	Iteration 12Q: 3 clusters Score -573208.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -573269.375000 Penalty: 4244.743652
	Iteration 13Q: 3 clusters Score -573269.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -573327.687500 Penalty: 4244.743652
	Iteration 14Q: 3 clusters Score -573327.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -573382.375000 Penalty: 4244.743652
	Iteration 15Q: 3 clusters Score -573382.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -573425.000000 Penalty: 4244.743652
	Iteration 16Q: 3 clusters Score -573425 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -573460.125000 Penalty: 4244.743652
	Iteration 17Q: 3 clusters Score -573460.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -573489.937500 Penalty: 4244.743652
	Iteration 18Q: 3 clusters Score -573489.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -573516.312500 Penalty: 4244.743652
	Iteration 19Q: 3 clusters Score -573516.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -573535.687500 Penalty: 4244.743652
	Iteration 20F: 3 clusters Score -573535.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -573553.562500 Penalty: 4244.743652
	Iteration 21Q: 3 clusters Score -573553.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -573565.375000 Penalty: 4244.743652
	Iteration 22Q: 3 clusters Score -573565.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -573575.437500 Penalty: 4244.743652
	Iteration 23Q: 3 clusters Score -573575.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -573587.875000 Penalty: 4244.743652
	Iteration 24Q: 3 clusters Score -573587.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -573594.625000 Penalty: 4244.743652
	Iteration 25Q: 3 clusters Score -573594.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -573597.750000 Penalty: 4244.743652
	Iteration 26Q: 3 clusters Score -573597.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -573602.312500 Penalty: 4244.743652
	Iteration 27Q: 3 clusters Score -573602.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -573606.500000 Penalty: 4244.743652
	Iteration 28Q: 3 clusters Score -573606.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -573612.187500 Penalty: 4244.743652
	Iteration 29Q: 3 clusters Score -573612.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -573615.250000 Penalty: 4244.743652
	Iteration 30Q: 3 clusters Score -573615.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -573620.562500 Penalty: 4244.743652
	Iteration 31Q: 3 clusters Score -573620.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -573622.875000 Penalty: 4244.743652
	Iteration 32Q: 3 clusters Score -573622.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -573624.125000 Penalty: 4244.743652
	Iteration 33Q: 3 clusters Score -573624.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -573627.500000 Penalty: 4244.743652
	Iteration 34Q: 3 clusters Score -573627.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -573628.625000 Penalty: 4244.743652
	Iteration 35Q: 3 clusters Score -573628.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -573632.875000 Penalty: 4244.743652
	Iteration 36Q: 3 clusters Score -573632.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -573638.000000 Penalty: 4244.743652
	Iteration 37Q: 3 clusters Score -573638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -573643.750000 Penalty: 4244.743652
	Iteration 38Q: 3 clusters Score -573643.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -573647.625000 Penalty: 4244.743652
	Iteration 39Q: 3 clusters Score -573647.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -573650.125000 Penalty: 4244.743652
	Iteration 40F: 3 clusters Score -573650.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -573653.812500 Penalty: 4244.743652
	Iteration 41Q: 3 clusters Score -573653.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -573653.562500 Penalty: 4244.743652
	Iteration 42Q: 3 clusters Score -573653.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -573656.687500 Penalty: 4244.743652
	Iteration 43Q: 3 clusters Score -573656.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -573658.937500 Penalty: 4244.743652
	Iteration 44Q: 3 clusters Score -573658.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -573659.562500 Penalty: 4244.743652
	Iteration 45Q: 3 clusters Score -573659.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -573659.500000 Penalty: 4244.743652
	Iteration 46Q: 3 clusters Score -573659.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -573660.062500 Penalty: 4244.743652
	Iteration 47Q: 3 clusters Score -573660.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -573660.062500 Penalty: 4244.743652
	Iteration 48F: 3 clusters Score -573660.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (325088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325088 members 
Entering Unmasked Estep 
Score: -39537424.000000 Penalty: 3147.579102
	Iteration 0F: 2 clusters Score -3.953742e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162225 members 
Mstep: Class 2 contains 162863 members 
Entering Unmasked Estep 
Score: -39351828.000000 Penalty: 6295.158203
	Iteration 0F: 3 clusters Score -3.935183e+07 nChanged 157398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152879 members 
Mstep: Class 2 contains 172209 members 
Entering Unmasked Estep 
Score: -39445848.000000 Penalty: 6295.158203
	Iteration 1F: 3 clusters Score -3.944585e+07 nChanged 11534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146101 members 
Mstep: Class 2 contains 178987 members 
Entering Unmasked Estep 
Score: -39449392.000000 Penalty: 6295.158203
	Iteration 2Q: 3 clusters Score -3.944939e+07 nChanged 14894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135889 members 
Mstep: Class 2 contains 189199 members 
Entering Unmasked Estep 
Score: -39455048.000000 Penalty: 6295.158203
	Iteration 3Q: 3 clusters Score -3.945505e+07 nChanged 19236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121393 members 
Mstep: Class 2 contains 203695 members 
Entering Unmasked Estep 
Score: -39462596.000000 Penalty: 6295.158203
	Iteration 4F: 3 clusters Score -3.94626e+07 nChanged 22679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103854 members 
Mstep: Class 2 contains 221234 members 
Entering Unmasked Estep 
Score: -39472484.000000 Penalty: 6295.158203
	Iteration 5F: 3 clusters Score -3.947248e+07 nChanged 23236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85892 members 
Mstep: Class 2 contains 239196 members 
Entering Unmasked Estep 
Score: -39484556.000000 Penalty: 6295.158203
	Iteration 6F: 3 clusters Score -3.948456e+07 nChanged 20066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71244 members 
Mstep: Class 2 contains 253844 members 
Entering Unmasked Estep 
Score: -39496828.000000 Penalty: 6295.158203
	Iteration 7F: 3 clusters Score -3.949683e+07 nChanged 15797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62091 members 
Mstep: Class 2 contains 262997 members 
Entering Unmasked Estep 
Score: -39507596.000000 Penalty: 6295.158203
	Iteration 8Q: 3 clusters Score -3.95076e+07 nChanged 11815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58042 members 
Mstep: Class 2 contains 267046 members 
Entering Unmasked Estep 
Score: -39513608.000000 Penalty: 6295.158203
	Iteration 9Q: 3 clusters Score -3.951361e+07 nChanged 7774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56102 members 
Mstep: Class 2 contains 268986 members 
Entering Unmasked Estep 
Score: -39515924.000000 Penalty: 6295.158203
	Iteration 10Q: 3 clusters Score -3.951592e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54597 members 
Mstep: Class 2 contains 270491 members 
Entering Unmasked Estep 
Score: -39516732.000000 Penalty: 6295.158203
	Iteration 11Q: 3 clusters Score -3.951673e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53099 members 
Mstep: Class 2 contains 271989 members 
Entering Unmasked Estep 
Score: -39517360.000000 Penalty: 6295.158203
	Iteration 12Q: 3 clusters Score -3.951736e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51649 members 
Mstep: Class 2 contains 273439 members 
Entering Unmasked Estep 
Score: -39517812.000000 Penalty: 6295.158203
	Iteration 13Q: 3 clusters Score -3.951781e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50163 members 
Mstep: Class 2 contains 274925 members 
Entering Unmasked Estep 
Score: -39518460.000000 Penalty: 6295.158203
	Iteration 14Q: 3 clusters Score -3.951846e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48658 members 
Mstep: Class 2 contains 276430 members 
Entering Unmasked Estep 
Score: -39518868.000000 Penalty: 6295.158203
	Iteration 15Q: 3 clusters Score -3.951887e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47095 members 
Mstep: Class 2 contains 277993 members 
Entering Unmasked Estep 
Score: -39519416.000000 Penalty: 6295.158203
	Iteration 16Q: 3 clusters Score -3.951942e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45510 members 
Mstep: Class 2 contains 279578 members 
Entering Unmasked Estep 
Score: -39520020.000000 Penalty: 6295.158203
	Iteration 17Q: 3 clusters Score -3.952002e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43866 members 
Mstep: Class 2 contains 281222 members 
Entering Unmasked Estep 
Score: -39520788.000000 Penalty: 6295.158203
	Iteration 18Q: 3 clusters Score -3.952079e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 282966 members 
Entering Unmasked Estep 
Score: -39521652.000000 Penalty: 6295.158203
	Iteration 19Q: 3 clusters Score -3.952165e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40367 members 
Mstep: Class 2 contains 284721 members 
Entering Unmasked Estep 
Score: -39522488.000000 Penalty: 6295.158203
	Iteration 20F: 3 clusters Score -3.952249e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38633 members 
Mstep: Class 2 contains 286455 members 
Entering Unmasked Estep 
Score: -39523212.000000 Penalty: 6295.158203
	Iteration 21Q: 3 clusters Score -3.952321e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36892 members 
Mstep: Class 2 contains 288196 members 
Entering Unmasked Estep 
Score: -39524040.000000 Penalty: 6295.158203
	Iteration 22Q: 3 clusters Score -3.952404e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 289901 members 
Entering Unmasked Estep 
Score: -39525088.000000 Penalty: 6295.158203
	Iteration 23Q: 3 clusters Score -3.952509e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33448 members 
Mstep: Class 2 contains 291640 members 
Entering Unmasked Estep 
Score: -39526132.000000 Penalty: 6295.158203
	Iteration 24Q: 3 clusters Score -3.952613e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 293307 members 
Entering Unmasked Estep 
Score: -39527068.000000 Penalty: 6295.158203
	Iteration 25Q: 3 clusters Score -3.952707e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 294930 members 
Entering Unmasked Estep 
Score: -39528212.000000 Penalty: 6295.158203
	Iteration 26Q: 3 clusters Score -3.952821e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 296555 members 
Entering Unmasked Estep 
Score: -39529308.000000 Penalty: 6295.158203
	Iteration 27Q: 3 clusters Score -3.952931e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 298101 members 
Entering Unmasked Estep 
Score: -39530340.000000 Penalty: 6295.158203
	Iteration 28Q: 3 clusters Score -3.953034e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 299641 members 
Entering Unmasked Estep 
Score: -39531340.000000 Penalty: 6295.158203
	Iteration 29Q: 3 clusters Score -3.953134e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 301129 members 
Entering Unmasked Estep 
Score: -39532100.000000 Penalty: 6295.158203
	Iteration 30Q: 3 clusters Score -3.95321e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 302477 members 
Entering Unmasked Estep 
Score: -39532868.000000 Penalty: 6295.158203
	Iteration 31Q: 3 clusters Score -3.953287e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 303703 members 
Entering Unmasked Estep 
Score: -39533388.000000 Penalty: 6295.158203
	Iteration 32Q: 3 clusters Score -3.953339e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 304844 members 
Entering Unmasked Estep 
Score: -39533932.000000 Penalty: 6295.158203
	Iteration 33Q: 3 clusters Score -3.953393e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 305916 members 
Entering Unmasked Estep 
Score: -39534296.000000 Penalty: 6295.158203
	Iteration 34Q: 3 clusters Score -3.95343e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 306909 members 
Entering Unmasked Estep 
Score: -39534764.000000 Penalty: 6295.158203
	Iteration 35Q: 3 clusters Score -3.953476e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 307829 members 
Entering Unmasked Estep 
Score: -39535196.000000 Penalty: 6295.158203
	Iteration 36Q: 3 clusters Score -3.95352e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 308687 members 
Entering Unmasked Estep 
Score: -39535476.000000 Penalty: 6295.158203
	Iteration 37Q: 3 clusters Score -3.953548e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 309475 members 
Entering Unmasked Estep 
Score: -39535668.000000 Penalty: 6295.158203
	Iteration 38Q: 3 clusters Score -3.953567e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 310204 members 
Entering Unmasked Estep 
Score: -39535924.000000 Penalty: 6295.158203
	Iteration 39Q: 3 clusters Score -3.953592e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 310883 members 
Entering Unmasked Estep 
Score: -39536092.000000 Penalty: 6295.158203
	Iteration 40F: 3 clusters Score -3.953609e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 311487 members 
Entering Unmasked Estep 
Score: -39536260.000000 Penalty: 6295.158203
	Iteration 41Q: 3 clusters Score -3.953626e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 311994 members 
Entering Unmasked Estep 
Score: -39536368.000000 Penalty: 6295.158203
	Iteration 42Q: 3 clusters Score -3.953637e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 312447 members 
Entering Unmasked Estep 
Score: -39536456.000000 Penalty: 6295.158203
	Iteration 43Q: 3 clusters Score -3.953646e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 312829 members 
Entering Unmasked Estep 
Score: -39536508.000000 Penalty: 6295.158203
	Iteration 44Q: 3 clusters Score -3.953651e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 313184 members 
Entering Unmasked Estep 
Score: -39536616.000000 Penalty: 6295.158203
	Iteration 45Q: 3 clusters Score -3.953662e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 313497 members 
Entering Unmasked Estep 
Score: -39536564.000000 Penalty: 6295.158203
	Iteration 46Q: 3 clusters Score -3.953656e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 313779 members 
Entering Unmasked Estep 
Score: -39536700.000000 Penalty: 6295.158203
	Iteration 47Q: 3 clusters Score -3.95367e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 314048 members 
Entering Unmasked Estep 
Score: -39536656.000000 Penalty: 6295.158203
	Iteration 48Q: 3 clusters Score -3.953666e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 314319 members 
Entering Unmasked Estep 
Score: -39536700.000000 Penalty: 6295.158203
	Iteration 49Q: 3 clusters Score -3.95367e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 314566 members 
Entering Unmasked Estep 
Score: -39536860.000000 Penalty: 6295.158203
	Iteration 50Q: 3 clusters Score -3.953686e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 314788 members 
Entering Unmasked Estep 
Score: -39536880.000000 Penalty: 6295.158203
	Iteration 51Q: 3 clusters Score -3.953688e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 314984 members 
Entering Unmasked Estep 
Score: -39536944.000000 Penalty: 6295.158203
	Iteration 52Q: 3 clusters Score -3.953694e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 315168 members 
Entering Unmasked Estep 
Score: -39536884.000000 Penalty: 6295.158203
	Iteration 53Q: 3 clusters Score -3.953688e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 315341 members 
Entering Unmasked Estep 
Score: -39536848.000000 Penalty: 6295.158203
	Iteration 54Q: 3 clusters Score -3.953685e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 315498 members 
Entering Unmasked Estep 
Score: -39536892.000000 Penalty: 6295.158203
	Iteration 55Q: 3 clusters Score -3.953689e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 315650 members 
Entering Unmasked Estep 
Score: -39536860.000000 Penalty: 6295.158203
	Iteration 56Q: 3 clusters Score -3.953686e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 315783 members 
Entering Unmasked Estep 
Score: -39536872.000000 Penalty: 6295.158203
	Iteration 57Q: 3 clusters Score -3.953687e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 315909 members 
Entering Unmasked Estep 
Score: -39536872.000000 Penalty: 6295.158203
	Iteration 58Q: 3 clusters Score -3.953687e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 316011 members 
Entering Unmasked Estep 
Score: -39536932.000000 Penalty: 6295.158203
	Iteration 59Q: 3 clusters Score -3.953693e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 316119 members 
Entering Unmasked Estep 
Score: -39536968.000000 Penalty: 6295.158203
	Iteration 60F: 3 clusters Score -3.953697e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 316208 members 
Entering Unmasked Estep 
Score: -39536940.000000 Penalty: 6295.158203
	Iteration 61Q: 3 clusters Score -3.953694e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 316281 members 
Entering Unmasked Estep 
Score: -39536920.000000 Penalty: 6295.158203
	Iteration 62Q: 3 clusters Score -3.953692e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 316354 members 
Entering Unmasked Estep 
Score: -39536936.000000 Penalty: 6295.158203
	Iteration 63Q: 3 clusters Score -3.953694e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 316430 members 
Entering Unmasked Estep 
Score: -39537008.000000 Penalty: 6295.158203
	Iteration 64Q: 3 clusters Score -3.953701e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 316497 members 
Entering Unmasked Estep 
Score: -39536980.000000 Penalty: 6295.158203
	Iteration 65Q: 3 clusters Score -3.953698e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 316564 members 
Entering Unmasked Estep 
Score: -39536944.000000 Penalty: 6295.158203
	Iteration 66Q: 3 clusters Score -3.953694e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 316631 members 
Entering Unmasked Estep 
Score: -39536948.000000 Penalty: 6295.158203
	Iteration 67Q: 3 clusters Score -3.953695e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 316679 members 
Entering Unmasked Estep 
Score: -39536948.000000 Penalty: 6295.158203
	Iteration 68Q: 3 clusters Score -3.953695e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 316723 members 
Entering Unmasked Estep 
Score: -39536936.000000 Penalty: 6295.158203
	Iteration 69Q: 3 clusters Score -3.953694e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 316758 members 
Entering Unmasked Estep 
Score: -39536956.000000 Penalty: 6295.158203
	Iteration 70Q: 3 clusters Score -3.953696e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 316789 members 
Entering Unmasked Estep 
Score: -39536956.000000 Penalty: 6295.158203
	Iteration 71Q: 3 clusters Score -3.953696e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 316813 members 
Entering Unmasked Estep 
Score: -39536972.000000 Penalty: 6295.158203
	Iteration 72Q: 3 clusters Score -3.953697e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 316841 members 
Entering Unmasked Estep 
Score: -39536968.000000 Penalty: 6295.158203
	Iteration 73Q: 3 clusters Score -3.953697e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 316863 members 
Entering Unmasked Estep 
Score: -39536944.000000 Penalty: 6295.158203
	Iteration 74Q: 3 clusters Score -3.953694e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 316883 members 
Entering Unmasked Estep 
Score: -39536980.000000 Penalty: 6295.158203
	Iteration 75Q: 3 clusters Score -3.953698e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 316902 members 
Entering Unmasked Estep 
Score: -39536968.000000 Penalty: 6295.158203
	Iteration 76Q: 3 clusters Score -3.953697e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 316925 members 
Entering Unmasked Estep 
Score: -39536980.000000 Penalty: 6295.158203
	Iteration 77Q: 3 clusters Score -3.953698e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 316945 members 
Entering Unmasked Estep 
Score: -39536992.000000 Penalty: 6295.158203
	Iteration 78Q: 3 clusters Score -3.953699e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 316966 members 
Entering Unmasked Estep 
Score: -39536980.000000 Penalty: 6295.158203
	Iteration 79Q: 3 clusters Score -3.953698e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 316978 members 
Entering Unmasked Estep 
Score: -39536968.000000 Penalty: 6295.158203
	Iteration 80F: 3 clusters Score -3.953697e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 316989 members 
Entering Unmasked Estep 
Score: -39536952.000000 Penalty: 6295.158203
	Iteration 81Q: 3 clusters Score -3.953695e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 316993 members 
Entering Unmasked Estep 
Score: -39536952.000000 Penalty: 6295.158203
	Iteration 82Q: 3 clusters Score -3.953695e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 316996 members 
Entering Unmasked Estep 
Score: -39536948.000000 Penalty: 6295.158203
	Iteration 83Q: 3 clusters Score -3.953695e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 316999 members 
Entering Unmasked Estep 
Score: -39536976.000000 Penalty: 6295.158203
	Iteration 84Q: 3 clusters Score -3.953698e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 316999 members 
Entering Unmasked Estep 
Score: -39536976.000000 Penalty: 6295.158203
	Iteration 85F: 3 clusters Score -3.953698e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Entering Unmasked Estep 
Score: -634067.000000 Penalty: 2136.621094
	Iteration 0F: 2 clusters Score -634067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -629251.187500 Penalty: 4273.242188
	Iteration 0F: 3 clusters Score -629251.2 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -630639.625000 Penalty: 4273.242188
	Iteration 1F: 3 clusters Score -630639.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -631056.437500 Penalty: 4273.242188
	Iteration 2F: 3 clusters Score -631056.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -631400.375000 Penalty: 4273.242188
	Iteration 3F: 3 clusters Score -631400.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -631656.437500 Penalty: 4273.242188
	Iteration 4F: 3 clusters Score -631656.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -631852.062500 Penalty: 4273.242188
	Iteration 5Q: 3 clusters Score -631852.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -632062.875000 Penalty: 4273.242188
	Iteration 6Q: 3 clusters Score -632062.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -632240.187500 Penalty: 4273.242188
	Iteration 7Q: 3 clusters Score -632240.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -632393.812500 Penalty: 4273.242188
	Iteration 8Q: 3 clusters Score -632393.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -632500.250000 Penalty: 4273.242188
	Iteration 9Q: 3 clusters Score -632500.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -632558.562500 Penalty: 4273.242188
	Iteration 10Q: 3 clusters Score -632558.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -632591.062500 Penalty: 4273.242188
	Iteration 11Q: 3 clusters Score -632591.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -632615.312500 Penalty: 4273.242188
	Iteration 12Q: 3 clusters Score -632615.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -632634.625000 Penalty: 4273.242188
	Iteration 13Q: 3 clusters Score -632634.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -632654.187500 Penalty: 4273.242188
	Iteration 14Q: 3 clusters Score -632654.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -632670.562500 Penalty: 4273.242188
	Iteration 15Q: 3 clusters Score -632670.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -632680.625000 Penalty: 4273.242188
	Iteration 16Q: 3 clusters Score -632680.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -632684.312500 Penalty: 4273.242188
	Iteration 17Q: 3 clusters Score -632684.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -632689.750000 Penalty: 4273.242188
	Iteration 18Q: 3 clusters Score -632689.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -632699.062500 Penalty: 4273.242188
	Iteration 19Q: 3 clusters Score -632699.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -632705.687500 Penalty: 4273.242188
	Iteration 20F: 3 clusters Score -632705.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -632713.500000 Penalty: 4273.242188
	Iteration 21Q: 3 clusters Score -632713.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -632723.875000 Penalty: 4273.242188
	Iteration 22Q: 3 clusters Score -632723.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -632736.875000 Penalty: 4273.242188
	Iteration 23Q: 3 clusters Score -632736.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -632754.312500 Penalty: 4273.242188
	Iteration 24Q: 3 clusters Score -632754.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -632765.375000 Penalty: 4273.242188
	Iteration 25Q: 3 clusters Score -632765.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -632774.812500 Penalty: 4273.242188
	Iteration 26Q: 3 clusters Score -632774.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -632779.187500 Penalty: 4273.242188
	Iteration 27Q: 3 clusters Score -632779.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -632781.000000 Penalty: 4273.242188
	Iteration 28Q: 3 clusters Score -632781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -632784.625000 Penalty: 4273.242188
	Iteration 29Q: 3 clusters Score -632784.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -632785.062500 Penalty: 4273.242188
	Iteration 30Q: 3 clusters Score -632785.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -632785.187500 Penalty: 4273.242188
	Iteration 31Q: 3 clusters Score -632785.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -632785.187500 Penalty: 4273.242188
	Iteration 32F: 3 clusters Score -632785.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Entering Unmasked Estep 
Score: -22748.226562 Penalty: 1343.192871
	Iteration 0F: 2 clusters Score -22748.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -21590.173828 Penalty: 2686.385742
	Iteration 0F: 3 clusters Score -21590.17 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -21693.076172 Penalty: 2686.385742
	Iteration 1F: 3 clusters Score -21693.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -21754.115234 Penalty: 2686.385742
	Iteration 2Q: 3 clusters Score -21754.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -21793.580078 Penalty: 2686.385742
	Iteration 3Q: 3 clusters Score -21793.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -21797.505859 Penalty: 2686.385742
	Iteration 4Q: 3 clusters Score -21797.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -21797.505859 Penalty: 2686.385742
	Iteration 5F: 3 clusters Score -21797.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (82793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82793 members 
Entering Unmasked Estep 
Score: -10111075.000000 Penalty: 2808.376465
	Iteration 0F: 2 clusters Score -1.011108e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41586 members 
Mstep: Class 2 contains 41207 members 
Entering Unmasked Estep 
Score: -10055669.000000 Penalty: 5616.752930
	Iteration 0F: 3 clusters Score -1.005567e+07 nChanged 39161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43201 members 
Mstep: Class 2 contains 39592 members 
Entering Unmasked Estep 
Score: -10077476.000000 Penalty: 5616.752930
	Iteration 1F: 3 clusters Score -1.007748e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44165 members 
Mstep: Class 2 contains 38628 members 
Entering Unmasked Estep 
Score: -10078345.000000 Penalty: 5616.752930
	Iteration 2Q: 3 clusters Score -1.007834e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45567 members 
Mstep: Class 2 contains 37226 members 
Entering Unmasked Estep 
Score: -10079310.000000 Penalty: 5616.752930
	Iteration 3Q: 3 clusters Score -1.007931e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47494 members 
Mstep: Class 2 contains 35299 members 
Entering Unmasked Estep 
Score: -10080776.000000 Penalty: 5616.752930
	Iteration 4Q: 3 clusters Score -1.008078e+07 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50137 members 
Mstep: Class 2 contains 32656 members 
Entering Unmasked Estep 
Score: -10082694.000000 Penalty: 5616.752930
	Iteration 5Q: 3 clusters Score -1.008269e+07 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53744 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -10085491.000000 Penalty: 5616.752930
	Iteration 6F: 3 clusters Score -1.008549e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58283 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -10089157.000000 Penalty: 5616.752930
	Iteration 7F: 3 clusters Score -1.008916e+07 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63502 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -10093658.000000 Penalty: 5616.752930
	Iteration 8F: 3 clusters Score -1.009366e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68931 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -10098280.000000 Penalty: 5616.752930
	Iteration 9F: 3 clusters Score -1.009828e+07 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73677 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -10102332.000000 Penalty: 5616.752930
	Iteration 10F: 3 clusters Score -1.010233e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77158 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -10105037.000000 Penalty: 5616.752930
	Iteration 11Q: 3 clusters Score -1.010504e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79338 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -10106729.000000 Penalty: 5616.752930
	Iteration 12Q: 3 clusters Score -1.010673e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80557 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -10107608.000000 Penalty: 5616.752930
	Iteration 13Q: 3 clusters Score -1.010761e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81194 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -10108080.000000 Penalty: 5616.752930
	Iteration 14Q: 3 clusters Score -1.010808e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81546 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -10108367.000000 Penalty: 5616.752930
	Iteration 15Q: 3 clusters Score -1.010837e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81720 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -10108510.000000 Penalty: 5616.752930
	Iteration 16Q: 3 clusters Score -1.010851e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81823 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -10108580.000000 Penalty: 5616.752930
	Iteration 17Q: 3 clusters Score -1.010858e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81896 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -10108644.000000 Penalty: 5616.752930
	Iteration 18Q: 3 clusters Score -1.010864e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81952 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -10108689.000000 Penalty: 5616.752930
	Iteration 19Q: 3 clusters Score -1.010869e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81988 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -10108717.000000 Penalty: 5616.752930
	Iteration 20F: 3 clusters Score -1.010872e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82008 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -10108723.000000 Penalty: 5616.752930
	Iteration 21Q: 3 clusters Score -1.010872e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82022 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -10108747.000000 Penalty: 5616.752930
	Iteration 22Q: 3 clusters Score -1.010875e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82034 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -10108758.000000 Penalty: 5616.752930
	Iteration 23Q: 3 clusters Score -1.010876e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82050 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -10108767.000000 Penalty: 5616.752930
	Iteration 24Q: 3 clusters Score -1.010877e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82058 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -10108773.000000 Penalty: 5616.752930
	Iteration 25Q: 3 clusters Score -1.010877e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82064 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -10108774.000000 Penalty: 5616.752930
	Iteration 26Q: 3 clusters Score -1.010877e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82067 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -10108788.000000 Penalty: 5616.752930
	Iteration 27Q: 3 clusters Score -1.010879e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82070 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -10108788.000000 Penalty: 5616.752930
	Iteration 28Q: 3 clusters Score -1.010879e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82074 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -10108789.000000 Penalty: 5616.752930
	Iteration 29Q: 3 clusters Score -1.010879e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82077 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -10108797.000000 Penalty: 5616.752930
	Iteration 30Q: 3 clusters Score -1.01088e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82078 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -10108798.000000 Penalty: 5616.752930
	Iteration 31Q: 3 clusters Score -1.01088e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82078 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -10108798.000000 Penalty: 5616.752930
	Iteration 32F: 3 clusters Score -1.01088e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Entering Unmasked Estep 
Score: -82833.843750 Penalty: 1665.114258
	Iteration 0F: 2 clusters Score -82833.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -81101.695312 Penalty: 3330.228516
	Iteration 0F: 3 clusters Score -81101.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -81430.789062 Penalty: 3330.228516
	Iteration 1F: 3 clusters Score -81430.79 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -81557.945312 Penalty: 3330.228516
	Iteration 2F: 3 clusters Score -81557.95 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -81598.750000 Penalty: 3330.228516
	Iteration 3Q: 3 clusters Score -81598.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -81634.039062 Penalty: 3330.228516
	Iteration 4Q: 3 clusters Score -81634.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -81651.000000 Penalty: 3330.228516
	Iteration 5Q: 3 clusters Score -81651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -81658.062500 Penalty: 3330.228516
	Iteration 6Q: 3 clusters Score -81658.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -81662.109375 Penalty: 3330.228516
	Iteration 7Q: 3 clusters Score -81662.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -81663.703125 Penalty: 3330.228516
	Iteration 8Q: 3 clusters Score -81663.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -81665.828125 Penalty: 3330.228516
	Iteration 9Q: 3 clusters Score -81665.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -81668.953125 Penalty: 3330.228516
	Iteration 10Q: 3 clusters Score -81668.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -81670.406250 Penalty: 3330.228516
	Iteration 11Q: 3 clusters Score -81670.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -81671.359375 Penalty: 3330.228516
	Iteration 12Q: 3 clusters Score -81671.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -81673.609375 Penalty: 3330.228516
	Iteration 13Q: 3 clusters Score -81673.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -81676.742188 Penalty: 3330.228516
	Iteration 14Q: 3 clusters Score -81676.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -81680.250000 Penalty: 3330.228516
	Iteration 15Q: 3 clusters Score -81680.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -81680.250000 Penalty: 3330.228516
	Iteration 16F: 3 clusters Score -81680.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (90686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90686 members 
Entering Unmasked Estep 
Score: -11094649.000000 Penalty: 2830.959229
	Iteration 0F: 2 clusters Score -1.109465e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45087 members 
Mstep: Class 2 contains 45599 members 
Entering Unmasked Estep 
Score: -11034105.000000 Penalty: 5661.918457
	Iteration 0F: 3 clusters Score -1.10341e+07 nChanged 42655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42004 members 
Mstep: Class 2 contains 48682 members 
Entering Unmasked Estep 
Score: -11058457.000000 Penalty: 5661.918457
	Iteration 1F: 3 clusters Score -1.105846e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39843 members 
Mstep: Class 2 contains 50843 members 
Entering Unmasked Estep 
Score: -11059640.000000 Penalty: 5661.918457
	Iteration 2Q: 3 clusters Score -1.105964e+07 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 54191 members 
Entering Unmasked Estep 
Score: -11061572.000000 Penalty: 5661.918457
	Iteration 3Q: 3 clusters Score -1.106157e+07 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31775 members 
Mstep: Class 2 contains 58911 members 
Entering Unmasked Estep 
Score: -11064703.000000 Penalty: 5661.918457
	Iteration 4F: 3 clusters Score -1.10647e+07 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 65163 members 
Entering Unmasked Estep 
Score: -11069734.000000 Penalty: 5661.918457
	Iteration 5F: 3 clusters Score -1.106973e+07 nChanged 7518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 72297 members 
Entering Unmasked Estep 
Score: -11076144.000000 Penalty: 5661.918457
	Iteration 6F: 3 clusters Score -1.107614e+07 nChanged 6820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 78805 members 
Entering Unmasked Estep 
Score: -11082258.000000 Penalty: 5661.918457
	Iteration 7F: 3 clusters Score -1.108226e+07 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 83751 members 
Entering Unmasked Estep 
Score: -11086854.000000 Penalty: 5661.918457
	Iteration 8F: 3 clusters Score -1.108685e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 86816 members 
Entering Unmasked Estep 
Score: -11089400.000000 Penalty: 5661.918457
	Iteration 9Q: 3 clusters Score -1.10894e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 88561 members 
Entering Unmasked Estep 
Score: -11090812.000000 Penalty: 5661.918457
	Iteration 10Q: 3 clusters Score -1.109081e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 89431 members 
Entering Unmasked Estep 
Score: -11091501.000000 Penalty: 5661.918457
	Iteration 11Q: 3 clusters Score -1.10915e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 89843 members 
Entering Unmasked Estep 
Score: -11091846.000000 Penalty: 5661.918457
	Iteration 12Q: 3 clusters Score -1.109185e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 90040 members 
Entering Unmasked Estep 
Score: -11092027.000000 Penalty: 5661.918457
	Iteration 13Q: 3 clusters Score -1.109203e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 90125 members 
Entering Unmasked Estep 
Score: -11092092.000000 Penalty: 5661.918457
	Iteration 14Q: 3 clusters Score -1.109209e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 90170 members 
Entering Unmasked Estep 
Score: -11092138.000000 Penalty: 5661.918457
	Iteration 15Q: 3 clusters Score -1.109214e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 90198 members 
Entering Unmasked Estep 
Score: -11092149.000000 Penalty: 5661.918457
	Iteration 16Q: 3 clusters Score -1.109215e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 90211 members 
Entering Unmasked Estep 
Score: -11092175.000000 Penalty: 5661.918457
	Iteration 17Q: 3 clusters Score -1.109218e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 90228 members 
Entering Unmasked Estep 
Score: -11092190.000000 Penalty: 5661.918457
	Iteration 18Q: 3 clusters Score -1.109219e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 90245 members 
Entering Unmasked Estep 
Score: -11092210.000000 Penalty: 5661.918457
	Iteration 19Q: 3 clusters Score -1.109221e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 90252 members 
Entering Unmasked Estep 
Score: -11092223.000000 Penalty: 5661.918457
	Iteration 20F: 3 clusters Score -1.109222e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 90257 members 
Entering Unmasked Estep 
Score: -11092225.000000 Penalty: 5661.918457
	Iteration 21Q: 3 clusters Score -1.109222e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 90265 members 
Entering Unmasked Estep 
Score: -11092235.000000 Penalty: 5661.918457
	Iteration 22Q: 3 clusters Score -1.109224e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 90268 members 
Entering Unmasked Estep 
Score: -11092229.000000 Penalty: 5661.918457
	Iteration 23Q: 3 clusters Score -1.109223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 90270 members 
Entering Unmasked Estep 
Score: -11092234.000000 Penalty: 5661.918457
	Iteration 24Q: 3 clusters Score -1.109223e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 90271 members 
Entering Unmasked Estep 
Score: -11092236.000000 Penalty: 5661.918457
	Iteration 25Q: 3 clusters Score -1.109224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 90272 members 
Entering Unmasked Estep 
Score: -11092237.000000 Penalty: 5661.918457
	Iteration 26Q: 3 clusters Score -1.109224e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 90272 members 
Entering Unmasked Estep 
Score: -11092237.000000 Penalty: 5661.918457
	Iteration 27F: 3 clusters Score -1.109224e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (57656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57656 members 
Entering Unmasked Estep 
Score: -6467323.500000 Penalty: 2718.637939
	Iteration 0F: 2 clusters Score -6467324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 28968 members 
Entering Unmasked Estep 
Score: -6428651.000000 Penalty: 5437.275879
	Iteration 0F: 3 clusters Score -6428651 nChanged 26618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 29830 members 
Entering Unmasked Estep 
Score: -6444134.000000 Penalty: 5437.275879
	Iteration 1F: 3 clusters Score -6444134 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 30554 members 
Entering Unmasked Estep 
Score: -6445788.000000 Penalty: 5437.275879
	Iteration 2F: 3 clusters Score -6445788 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 31541 members 
Entering Unmasked Estep 
Score: -6447723.000000 Penalty: 5437.275879
	Iteration 3F: 3 clusters Score -6447723 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
Score: -6449846.500000 Penalty: 5437.275879
	Iteration 4F: 3 clusters Score -6449846 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 34103 members 
Entering Unmasked Estep 
Score: -6451764.000000 Penalty: 5437.275879
	Iteration 5F: 3 clusters Score -6451764 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -6453406.500000 Penalty: 5437.275879
	Iteration 6F: 3 clusters Score -6453406 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -6454826.500000 Penalty: 5437.275879
	Iteration 7Q: 3 clusters Score -6454826 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 37760 members 
Entering Unmasked Estep 
Score: -6455832.500000 Penalty: 5437.275879
	Iteration 8Q: 3 clusters Score -6455832 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 38907 members 
Entering Unmasked Estep 
Score: -6456610.500000 Penalty: 5437.275879
	Iteration 9Q: 3 clusters Score -6456610 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 40040 members 
Entering Unmasked Estep 
Score: -6457193.500000 Penalty: 5437.275879
	Iteration 10Q: 3 clusters Score -6457194 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 41171 members 
Entering Unmasked Estep 
Score: -6457673.000000 Penalty: 5437.275879
	Iteration 11Q: 3 clusters Score -6457673 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 42334 members 
Entering Unmasked Estep 
Score: -6458185.000000 Penalty: 5437.275879
	Iteration 12Q: 3 clusters Score -6458185 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 43515 members 
Entering Unmasked Estep 
Score: -6458734.000000 Penalty: 5437.275879
	Iteration 13Q: 3 clusters Score -6458734 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 44664 members 
Entering Unmasked Estep 
Score: -6459210.000000 Penalty: 5437.275879
	Iteration 14Q: 3 clusters Score -6459210 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 45821 members 
Entering Unmasked Estep 
Score: -6459723.500000 Penalty: 5437.275879
	Iteration 15Q: 3 clusters Score -6459724 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 47041 members 
Entering Unmasked Estep 
Score: -6460304.500000 Penalty: 5437.275879
	Iteration 16Q: 3 clusters Score -6460304 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 48273 members 
Entering Unmasked Estep 
Score: -6460868.500000 Penalty: 5437.275879
	Iteration 17Q: 3 clusters Score -6460868 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 49456 members 
Entering Unmasked Estep 
Score: -6461432.000000 Penalty: 5437.275879
	Iteration 18Q: 3 clusters Score -6461432 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 50599 members 
Entering Unmasked Estep 
Score: -6462048.000000 Penalty: 5437.275879
	Iteration 19Q: 3 clusters Score -6462048 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 51652 members 
Entering Unmasked Estep 
Score: -6462612.000000 Penalty: 5437.275879
	Iteration 20F: 3 clusters Score -6462612 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 52593 members 
Entering Unmasked Estep 
Score: -6463113.500000 Penalty: 5437.275879
	Iteration 21Q: 3 clusters Score -6463114 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 53413 members 
Entering Unmasked Estep 
Score: -6463582.500000 Penalty: 5437.275879
	Iteration 22Q: 3 clusters Score -6463582 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 54097 members 
Entering Unmasked Estep 
Score: -6463963.000000 Penalty: 5437.275879
	Iteration 23Q: 3 clusters Score -6463963 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 54644 members 
Entering Unmasked Estep 
Score: -6464278.000000 Penalty: 5437.275879
	Iteration 24Q: 3 clusters Score -6464278 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 55083 members 
Entering Unmasked Estep 
Score: -6464504.000000 Penalty: 5437.275879
	Iteration 25Q: 3 clusters Score -6464504 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 55430 members 
Entering Unmasked Estep 
Score: -6464678.500000 Penalty: 5437.275879
	Iteration 26Q: 3 clusters Score -6464678 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 55684 members 
Entering Unmasked Estep 
Score: -6464806.500000 Penalty: 5437.275879
	Iteration 27Q: 3 clusters Score -6464806 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 55887 members 
Entering Unmasked Estep 
Score: -6464908.500000 Penalty: 5437.275879
	Iteration 28Q: 3 clusters Score -6464908 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 56032 members 
Entering Unmasked Estep 
Score: -6464973.500000 Penalty: 5437.275879
	Iteration 29Q: 3 clusters Score -6464974 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 56152 members 
Entering Unmasked Estep 
Score: -6465023.500000 Penalty: 5437.275879
	Iteration 30Q: 3 clusters Score -6465024 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 56252 members 
Entering Unmasked Estep 
Score: -6465071.500000 Penalty: 5437.275879
	Iteration 31Q: 3 clusters Score -6465072 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 56334 members 
Entering Unmasked Estep 
Score: -6465104.000000 Penalty: 5437.275879
	Iteration 32Q: 3 clusters Score -6465104 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 56409 members 
Entering Unmasked Estep 
Score: -6465148.000000 Penalty: 5437.275879
	Iteration 33Q: 3 clusters Score -6465148 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 56476 members 
Entering Unmasked Estep 
Score: -6465195.000000 Penalty: 5437.275879
	Iteration 34Q: 3 clusters Score -6465195 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 56530 members 
Entering Unmasked Estep 
Score: -6465233.000000 Penalty: 5437.275879
	Iteration 35Q: 3 clusters Score -6465233 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 56566 members 
Entering Unmasked Estep 
Score: -6465248.500000 Penalty: 5437.275879
	Iteration 36Q: 3 clusters Score -6465248 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 56585 members 
Entering Unmasked Estep 
Score: -6465266.500000 Penalty: 5437.275879
	Iteration 37Q: 3 clusters Score -6465266 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 56604 members 
Entering Unmasked Estep 
Score: -6465278.000000 Penalty: 5437.275879
	Iteration 38Q: 3 clusters Score -6465278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 56623 members 
Entering Unmasked Estep 
Score: -6465296.500000 Penalty: 5437.275879
	Iteration 39Q: 3 clusters Score -6465296 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 56645 members 
Entering Unmasked Estep 
Score: -6465307.500000 Penalty: 5437.275879
	Iteration 40F: 3 clusters Score -6465308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 56658 members 
Entering Unmasked Estep 
Score: -6465312.500000 Penalty: 5437.275879
	Iteration 41Q: 3 clusters Score -6465312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 56663 members 
Entering Unmasked Estep 
Score: -6465316.500000 Penalty: 5437.275879
	Iteration 42Q: 3 clusters Score -6465316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 56670 members 
Entering Unmasked Estep 
Score: -6465325.000000 Penalty: 5437.275879
	Iteration 43Q: 3 clusters Score -6465325 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 56679 members 
Entering Unmasked Estep 
Score: -6465324.000000 Penalty: 5437.275879
	Iteration 44Q: 3 clusters Score -6465324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 56687 members 
Entering Unmasked Estep 
Score: -6465326.000000 Penalty: 5437.275879
	Iteration 45Q: 3 clusters Score -6465326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 56695 members 
Entering Unmasked Estep 
Score: -6465330.500000 Penalty: 5437.275879
	Iteration 46Q: 3 clusters Score -6465330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 56702 members 
Entering Unmasked Estep 
Score: -6465344.500000 Penalty: 5437.275879
	Iteration 47Q: 3 clusters Score -6465344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 56711 members 
Entering Unmasked Estep 
Score: -6465352.000000 Penalty: 5437.275879
	Iteration 48Q: 3 clusters Score -6465352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 56720 members 
Entering Unmasked Estep 
Score: -6465362.000000 Penalty: 5437.275879
	Iteration 49Q: 3 clusters Score -6465362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 56728 members 
Entering Unmasked Estep 
Score: -6465368.500000 Penalty: 5437.275879
	Iteration 50Q: 3 clusters Score -6465368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 56732 members 
Entering Unmasked Estep 
Score: -6465360.000000 Penalty: 5437.275879
	Iteration 51Q: 3 clusters Score -6465360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 56734 members 
Entering Unmasked Estep 
Score: -6465362.000000 Penalty: 5437.275879
	Iteration 52Q: 3 clusters Score -6465362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 56739 members 
Entering Unmasked Estep 
Score: -6465359.500000 Penalty: 5437.275879
	Iteration 53Q: 3 clusters Score -6465360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 56742 members 
Entering Unmasked Estep 
Score: -6465357.500000 Penalty: 5437.275879
	Iteration 54Q: 3 clusters Score -6465358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 56745 members 
Entering Unmasked Estep 
Score: -6465364.500000 Penalty: 5437.275879
	Iteration 55Q: 3 clusters Score -6465364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 56745 members 
Entering Unmasked Estep 
Score: -6465367.000000 Penalty: 5437.275879
	Iteration 56Q: 3 clusters Score -6465367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 56744 members 
Entering Unmasked Estep 
Score: -6465373.500000 Penalty: 5437.275879
	Iteration 57Q: 3 clusters Score -6465374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 56744 members 
Entering Unmasked Estep 
Score: -6465373.500000 Penalty: 5437.275879
	Iteration 58F: 3 clusters Score -6465374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Entering Unmasked Estep 
Score: -637563.437500 Penalty: 2123.511963
	Iteration 0F: 2 clusters Score -637563.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -632987.187500 Penalty: 4247.023926
	Iteration 0F: 3 clusters Score -632987.2 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -634162.500000 Penalty: 4247.023926
	Iteration 1F: 3 clusters Score -634162.5 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -634539.875000 Penalty: 4247.023926
	Iteration 2F: 3 clusters Score -634539.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -634980.000000 Penalty: 4247.023926
	Iteration 3F: 3 clusters Score -634980 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -635451.375000 Penalty: 4247.023926
	Iteration 4F: 3 clusters Score -635451.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -635897.937500 Penalty: 4247.023926
	Iteration 5F: 3 clusters Score -635897.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -636226.500000 Penalty: 4247.023926
	Iteration 6F: 3 clusters Score -636226.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -636458.250000 Penalty: 4247.023926
	Iteration 7Q: 3 clusters Score -636458.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -636600.375000 Penalty: 4247.023926
	Iteration 8Q: 3 clusters Score -636600.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -636689.062500 Penalty: 4247.023926
	Iteration 9Q: 3 clusters Score -636689.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -636728.687500 Penalty: 4247.023926
	Iteration 10Q: 3 clusters Score -636728.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -636749.375000 Penalty: 4247.023926
	Iteration 11Q: 3 clusters Score -636749.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -636767.687500 Penalty: 4247.023926
	Iteration 12Q: 3 clusters Score -636767.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -636778.500000 Penalty: 4247.023926
	Iteration 13Q: 3 clusters Score -636778.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -636785.250000 Penalty: 4247.023926
	Iteration 14Q: 3 clusters Score -636785.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -636793.187500 Penalty: 4247.023926
	Iteration 15Q: 3 clusters Score -636793.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -636799.562500 Penalty: 4247.023926
	Iteration 16Q: 3 clusters Score -636799.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -636801.750000 Penalty: 4247.023926
	Iteration 17Q: 3 clusters Score -636801.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -636802.125000 Penalty: 4247.023926
	Iteration 18Q: 3 clusters Score -636802.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -636803.375000 Penalty: 4247.023926
	Iteration 19Q: 3 clusters Score -636803.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -636803.375000 Penalty: 4247.023926
	Iteration 20F: 3 clusters Score -636803.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Entering Unmasked Estep 
Score: -1084211.375000 Penalty: 2259.983887
	Iteration 0F: 2 clusters Score -1084211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1077083.875000 Penalty: 4519.967773
	Iteration 0F: 3 clusters Score -1077084 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1079171.125000 Penalty: 4519.967773
	Iteration 1F: 3 clusters Score -1079171 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1079572.375000 Penalty: 4519.967773
	Iteration 2F: 3 clusters Score -1079572 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1080013.375000 Penalty: 4519.967773
	Iteration 3F: 3 clusters Score -1080013 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1080445.500000 Penalty: 4519.967773
	Iteration 4F: 3 clusters Score -1080446 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1080806.125000 Penalty: 4519.967773
	Iteration 5F: 3 clusters Score -1080806 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1081096.625000 Penalty: 4519.967773
	Iteration 6F: 3 clusters Score -1081097 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1081328.250000 Penalty: 4519.967773
	Iteration 7Q: 3 clusters Score -1081328 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1081505.375000 Penalty: 4519.967773
	Iteration 8Q: 3 clusters Score -1081505 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1081629.000000 Penalty: 4519.967773
	Iteration 9Q: 3 clusters Score -1081629 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1081714.000000 Penalty: 4519.967773
	Iteration 10Q: 3 clusters Score -1081714 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1081774.625000 Penalty: 4519.967773
	Iteration 11Q: 3 clusters Score -1081775 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1081816.875000 Penalty: 4519.967773
	Iteration 12Q: 3 clusters Score -1081817 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1081848.000000 Penalty: 4519.967773
	Iteration 13Q: 3 clusters Score -1081848 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1081867.875000 Penalty: 4519.967773
	Iteration 14Q: 3 clusters Score -1081868 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1081886.000000 Penalty: 4519.967773
	Iteration 15Q: 3 clusters Score -1081886 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1081899.125000 Penalty: 4519.967773
	Iteration 16Q: 3 clusters Score -1081899 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1081909.625000 Penalty: 4519.967773
	Iteration 17Q: 3 clusters Score -1081910 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1081925.000000 Penalty: 4519.967773
	Iteration 18Q: 3 clusters Score -1081925 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1081937.625000 Penalty: 4519.967773
	Iteration 19Q: 3 clusters Score -1081938 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1081951.125000 Penalty: 4519.967773
	Iteration 20F: 3 clusters Score -1081951 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1081965.750000 Penalty: 4519.967773
	Iteration 21Q: 3 clusters Score -1081966 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1081980.750000 Penalty: 4519.967773
	Iteration 22Q: 3 clusters Score -1081981 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1081985.625000 Penalty: 4519.967773
	Iteration 23Q: 3 clusters Score -1081986 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1081992.000000 Penalty: 4519.967773
	Iteration 24Q: 3 clusters Score -1081992 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1082000.750000 Penalty: 4519.967773
	Iteration 25Q: 3 clusters Score -1082001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1082006.625000 Penalty: 4519.967773
	Iteration 26Q: 3 clusters Score -1082007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1082007.375000 Penalty: 4519.967773
	Iteration 27Q: 3 clusters Score -1082007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1082008.625000 Penalty: 4519.967773
	Iteration 28Q: 3 clusters Score -1082009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1082010.375000 Penalty: 4519.967773
	Iteration 29Q: 3 clusters Score -1082010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1082013.750000 Penalty: 4519.967773
	Iteration 30Q: 3 clusters Score -1082014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1082016.750000 Penalty: 4519.967773
	Iteration 31Q: 3 clusters Score -1082017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1082018.500000 Penalty: 4519.967773
	Iteration 32Q: 3 clusters Score -1082018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1082018.875000 Penalty: 4519.967773
	Iteration 33Q: 3 clusters Score -1082019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1082021.875000 Penalty: 4519.967773
	Iteration 34Q: 3 clusters Score -1082022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1082021.500000 Penalty: 4519.967773
	Iteration 35Q: 3 clusters Score -1082022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1082020.500000 Penalty: 4519.967773
	Iteration 36Q: 3 clusters Score -1082020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1082022.375000 Penalty: 4519.967773
	Iteration 37Q: 3 clusters Score -1082022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1082022.625000 Penalty: 4519.967773
	Iteration 38Q: 3 clusters Score -1082023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1082023.250000 Penalty: 4519.967773
	Iteration 39Q: 3 clusters Score -1082023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1082023.750000 Penalty: 4519.967773
	Iteration 40F: 3 clusters Score -1082024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1082024.000000 Penalty: 4519.967773
	Iteration 41Q: 3 clusters Score -1082024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1082026.625000 Penalty: 4519.967773
	Iteration 42Q: 3 clusters Score -1082027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1082025.625000 Penalty: 4519.967773
	Iteration 43Q: 3 clusters Score -1082026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1082024.875000 Penalty: 4519.967773
	Iteration 44Q: 3 clusters Score -1082025 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1082029.250000 Penalty: 4519.967773
	Iteration 45Q: 3 clusters Score -1082029 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1082033.250000 Penalty: 4519.967773
	Iteration 46Q: 3 clusters Score -1082033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1082035.875000 Penalty: 4519.967773
	Iteration 47Q: 3 clusters Score -1082036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1082037.500000 Penalty: 4519.967773
	Iteration 48Q: 3 clusters Score -1082038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1082039.250000 Penalty: 4519.967773
	Iteration 49Q: 3 clusters Score -1082039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1082042.625000 Penalty: 4519.967773
	Iteration 50Q: 3 clusters Score -1082043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1082048.000000 Penalty: 4519.967773
	Iteration 51Q: 3 clusters Score -1082048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1082050.000000 Penalty: 4519.967773
	Iteration 52Q: 3 clusters Score -1082050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1082051.000000 Penalty: 4519.967773
	Iteration 53Q: 3 clusters Score -1082051 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1082052.750000 Penalty: 4519.967773
	Iteration 54Q: 3 clusters Score -1082053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1082058.125000 Penalty: 4519.967773
	Iteration 55Q: 3 clusters Score -1082058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1082057.125000 Penalty: 4519.967773
	Iteration 56Q: 3 clusters Score -1082057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1082060.000000 Penalty: 4519.967773
	Iteration 57Q: 3 clusters Score -1082060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1082063.125000 Penalty: 4519.967773
	Iteration 58Q: 3 clusters Score -1082063 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1082069.500000 Penalty: 4519.967773
	Iteration 59Q: 3 clusters Score -1082070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1082071.500000 Penalty: 4519.967773
	Iteration 60F: 3 clusters Score -1082072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1082075.375000 Penalty: 4519.967773
	Iteration 61Q: 3 clusters Score -1082075 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1082079.625000 Penalty: 4519.967773
	Iteration 62Q: 3 clusters Score -1082080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1082086.125000 Penalty: 4519.967773
	Iteration 63Q: 3 clusters Score -1082086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1082086.000000 Penalty: 4519.967773
	Iteration 64Q: 3 clusters Score -1082086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1082090.375000 Penalty: 4519.967773
	Iteration 65Q: 3 clusters Score -1082090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1082093.875000 Penalty: 4519.967773
	Iteration 66Q: 3 clusters Score -1082094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1082098.625000 Penalty: 4519.967773
	Iteration 67Q: 3 clusters Score -1082099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1082100.125000 Penalty: 4519.967773
	Iteration 68Q: 3 clusters Score -1082100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1082104.750000 Penalty: 4519.967773
	Iteration 69Q: 3 clusters Score -1082105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1082107.875000 Penalty: 4519.967773
	Iteration 70Q: 3 clusters Score -1082108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1082108.500000 Penalty: 4519.967773
	Iteration 71Q: 3 clusters Score -1082108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1082112.250000 Penalty: 4519.967773
	Iteration 72Q: 3 clusters Score -1082112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1082114.000000 Penalty: 4519.967773
	Iteration 73Q: 3 clusters Score -1082114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1082115.625000 Penalty: 4519.967773
	Iteration 74Q: 3 clusters Score -1082116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1082120.500000 Penalty: 4519.967773
	Iteration 75Q: 3 clusters Score -1082120 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1082131.625000 Penalty: 4519.967773
	Iteration 76Q: 3 clusters Score -1082132 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1082139.875000 Penalty: 4519.967773
	Iteration 77Q: 3 clusters Score -1082140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1082143.625000 Penalty: 4519.967773
	Iteration 78Q: 3 clusters Score -1082144 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1082150.625000 Penalty: 4519.967773
	Iteration 79Q: 3 clusters Score -1082151 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1082157.875000 Penalty: 4519.967773
	Iteration 80F: 3 clusters Score -1082158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1082164.125000 Penalty: 4519.967773
	Iteration 81Q: 3 clusters Score -1082164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1082168.000000 Penalty: 4519.967773
	Iteration 82Q: 3 clusters Score -1082168 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1082175.500000 Penalty: 4519.967773
	Iteration 83Q: 3 clusters Score -1082176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1082180.375000 Penalty: 4519.967773
	Iteration 84Q: 3 clusters Score -1082180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1082187.750000 Penalty: 4519.967773
	Iteration 85Q: 3 clusters Score -1082188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1082191.375000 Penalty: 4519.967773
	Iteration 86Q: 3 clusters Score -1082191 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1082196.125000 Penalty: 4519.967773
	Iteration 87Q: 3 clusters Score -1082196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1082202.125000 Penalty: 4519.967773
	Iteration 88Q: 3 clusters Score -1082202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1082206.250000 Penalty: 4519.967773
	Iteration 89Q: 3 clusters Score -1082206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1082207.500000 Penalty: 4519.967773
	Iteration 90Q: 3 clusters Score -1082208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1082210.500000 Penalty: 4519.967773
	Iteration 91Q: 3 clusters Score -1082210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1082213.750000 Penalty: 4519.967773
	Iteration 92Q: 3 clusters Score -1082214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1082217.250000 Penalty: 4519.967773
	Iteration 93Q: 3 clusters Score -1082217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1082219.625000 Penalty: 4519.967773
	Iteration 94Q: 3 clusters Score -1082220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1082224.500000 Penalty: 4519.967773
	Iteration 95Q: 3 clusters Score -1082224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1082229.375000 Penalty: 4519.967773
	Iteration 96Q: 3 clusters Score -1082229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1082232.250000 Penalty: 4519.967773
	Iteration 97Q: 3 clusters Score -1082232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1082233.000000 Penalty: 4519.967773
	Iteration 98Q: 3 clusters Score -1082233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1082236.875000 Penalty: 4519.967773
	Iteration 99Q: 3 clusters Score -1082237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1082240.750000 Penalty: 4519.967773
	Iteration 100F: 3 clusters Score -1082241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1082243.125000 Penalty: 4519.967773
	Iteration 101Q: 3 clusters Score -1082243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1082245.125000 Penalty: 4519.967773
	Iteration 102Q: 3 clusters Score -1082245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1082248.500000 Penalty: 4519.967773
	Iteration 103Q: 3 clusters Score -1082248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1082249.125000 Penalty: 4519.967773
	Iteration 104Q: 3 clusters Score -1082249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1082253.375000 Penalty: 4519.967773
	Iteration 105Q: 3 clusters Score -1082253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1082257.000000 Penalty: 4519.967773
	Iteration 106Q: 3 clusters Score -1082257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1082263.625000 Penalty: 4519.967773
	Iteration 107Q: 3 clusters Score -1082264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1082264.625000 Penalty: 4519.967773
	Iteration 108Q: 3 clusters Score -1082265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1082264.625000 Penalty: 4519.967773
	Iteration 109Q: 3 clusters Score -1082265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1082268.375000 Penalty: 4519.967773
	Iteration 110Q: 3 clusters Score -1082268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1082272.625000 Penalty: 4519.967773
	Iteration 111Q: 3 clusters Score -1082273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1082275.125000 Penalty: 4519.967773
	Iteration 112Q: 3 clusters Score -1082275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1082276.375000 Penalty: 4519.967773
	Iteration 113Q: 3 clusters Score -1082276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1082276.375000 Penalty: 4519.967773
	Iteration 114F: 3 clusters Score -1082276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Entering Unmasked Estep 
Score: -689613.875000 Penalty: 2173.252441
	Iteration 0F: 2 clusters Score -689613.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -684246.062500 Penalty: 4346.504883
	Iteration 0F: 3 clusters Score -684246.1 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -685882.000000 Penalty: 4346.504883
	Iteration 1F: 3 clusters Score -685882 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -686537.187500 Penalty: 4346.504883
	Iteration 2F: 3 clusters Score -686537.2 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -687148.437500 Penalty: 4346.504883
	Iteration 3F: 3 clusters Score -687148.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -687673.250000 Penalty: 4346.504883
	Iteration 4F: 3 clusters Score -687673.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -688106.312500 Penalty: 4346.504883
	Iteration 5F: 3 clusters Score -688106.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -688371.312500 Penalty: 4346.504883
	Iteration 6F: 3 clusters Score -688371.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -688514.375000 Penalty: 4346.504883
	Iteration 7Q: 3 clusters Score -688514.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -688571.937500 Penalty: 4346.504883
	Iteration 8Q: 3 clusters Score -688571.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -688608.562500 Penalty: 4346.504883
	Iteration 9Q: 3 clusters Score -688608.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -688635.562500 Penalty: 4346.504883
	Iteration 10Q: 3 clusters Score -688635.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -688651.500000 Penalty: 4346.504883
	Iteration 11Q: 3 clusters Score -688651.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -688660.500000 Penalty: 4346.504883
	Iteration 12Q: 3 clusters Score -688660.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -688666.250000 Penalty: 4346.504883
	Iteration 13Q: 3 clusters Score -688666.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -688670.187500 Penalty: 4346.504883
	Iteration 14Q: 3 clusters Score -688670.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -688673.937500 Penalty: 4346.504883
	Iteration 15Q: 3 clusters Score -688673.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -688674.125000 Penalty: 4346.504883
	Iteration 16Q: 3 clusters Score -688674.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -688678.000000 Penalty: 4346.504883
	Iteration 17Q: 3 clusters Score -688678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -688681.937500 Penalty: 4346.504883
	Iteration 18Q: 3 clusters Score -688681.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -688684.437500 Penalty: 4346.504883
	Iteration 19Q: 3 clusters Score -688684.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -688684.500000 Penalty: 4346.504883
	Iteration 20F: 3 clusters Score -688684.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -688684.937500 Penalty: 4346.504883
	Iteration 21Q: 3 clusters Score -688684.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -688684.937500 Penalty: 4346.504883
	Iteration 22F: 3 clusters Score -688684.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Entering Unmasked Estep 
Score: -1219479.625000 Penalty: 2298.099854
	Iteration 0F: 2 clusters Score -1219480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1211436.750000 Penalty: 4596.199707
	Iteration 0F: 3 clusters Score -1211437 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1214042.125000 Penalty: 4596.199707
	Iteration 1F: 3 clusters Score -1214042 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1214730.500000 Penalty: 4596.199707
	Iteration 2F: 3 clusters Score -1214730 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1215322.625000 Penalty: 4596.199707
	Iteration 3F: 3 clusters Score -1215323 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1215855.625000 Penalty: 4596.199707
	Iteration 4F: 3 clusters Score -1215856 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1216307.125000 Penalty: 4596.199707
	Iteration 5F: 3 clusters Score -1216307 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1216728.750000 Penalty: 4596.199707
	Iteration 6F: 3 clusters Score -1216729 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1217069.375000 Penalty: 4596.199707
	Iteration 7F: 3 clusters Score -1217069 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1217345.250000 Penalty: 4596.199707
	Iteration 8Q: 3 clusters Score -1217345 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1217596.875000 Penalty: 4596.199707
	Iteration 9Q: 3 clusters Score -1217597 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1217805.125000 Penalty: 4596.199707
	Iteration 10Q: 3 clusters Score -1217805 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1217963.500000 Penalty: 4596.199707
	Iteration 11Q: 3 clusters Score -1217964 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1218059.000000 Penalty: 4596.199707
	Iteration 12Q: 3 clusters Score -1218059 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1218133.875000 Penalty: 4596.199707
	Iteration 13Q: 3 clusters Score -1218134 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1218185.250000 Penalty: 4596.199707
	Iteration 14Q: 3 clusters Score -1218185 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1218232.625000 Penalty: 4596.199707
	Iteration 15Q: 3 clusters Score -1218233 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1218271.250000 Penalty: 4596.199707
	Iteration 16Q: 3 clusters Score -1218271 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1218302.250000 Penalty: 4596.199707
	Iteration 17Q: 3 clusters Score -1218302 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1218322.250000 Penalty: 4596.199707
	Iteration 18Q: 3 clusters Score -1218322 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1218336.375000 Penalty: 4596.199707
	Iteration 19Q: 3 clusters Score -1218336 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1218348.125000 Penalty: 4596.199707
	Iteration 20F: 3 clusters Score -1218348 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1218351.500000 Penalty: 4596.199707
	Iteration 21Q: 3 clusters Score -1218352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1218356.750000 Penalty: 4596.199707
	Iteration 22Q: 3 clusters Score -1218357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1218362.875000 Penalty: 4596.199707
	Iteration 23Q: 3 clusters Score -1218363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1218365.250000 Penalty: 4596.199707
	Iteration 24Q: 3 clusters Score -1218365 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1218371.750000 Penalty: 4596.199707
	Iteration 25Q: 3 clusters Score -1218372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1218377.375000 Penalty: 4596.199707
	Iteration 26Q: 3 clusters Score -1218377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1218378.750000 Penalty: 4596.199707
	Iteration 27Q: 3 clusters Score -1218379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1218383.625000 Penalty: 4596.199707
	Iteration 28Q: 3 clusters Score -1218384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1218384.125000 Penalty: 4596.199707
	Iteration 29Q: 3 clusters Score -1218384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1218387.750000 Penalty: 4596.199707
	Iteration 30Q: 3 clusters Score -1218388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1218389.750000 Penalty: 4596.199707
	Iteration 31Q: 3 clusters Score -1218390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1218390.750000 Penalty: 4596.199707
	Iteration 32Q: 3 clusters Score -1218391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1218393.250000 Penalty: 4596.199707
	Iteration 33Q: 3 clusters Score -1218393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1218392.750000 Penalty: 4596.199707
	Iteration 34Q: 3 clusters Score -1218393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1218396.375000 Penalty: 4596.199707
	Iteration 35Q: 3 clusters Score -1218396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1218400.000000 Penalty: 4596.199707
	Iteration 36Q: 3 clusters Score -1218400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1218401.750000 Penalty: 4596.199707
	Iteration 37Q: 3 clusters Score -1218402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1218403.250000 Penalty: 4596.199707
	Iteration 38Q: 3 clusters Score -1218403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1218402.250000 Penalty: 4596.199707
	Iteration 39Q: 3 clusters Score -1218402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1218404.625000 Penalty: 4596.199707
	Iteration 40F: 3 clusters Score -1218405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1218407.625000 Penalty: 4596.199707
	Iteration 41Q: 3 clusters Score -1218408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1218407.250000 Penalty: 4596.199707
	Iteration 42Q: 3 clusters Score -1218407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1218412.000000 Penalty: 4596.199707
	Iteration 43Q: 3 clusters Score -1218412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1218412.875000 Penalty: 4596.199707
	Iteration 44Q: 3 clusters Score -1218413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1218412.125000 Penalty: 4596.199707
	Iteration 45Q: 3 clusters Score -1218412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1218412.125000 Penalty: 4596.199707
	Iteration 46F: 3 clusters Score -1218412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (42486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42486 members 
Entering Unmasked Estep 
Score: -5146906.000000 Penalty: 2642.918701
	Iteration 0F: 2 clusters Score -5146906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -5118231.500000 Penalty: 5285.837402
	Iteration 0F: 3 clusters Score -5118232 nChanged 19422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -5129129.000000 Penalty: 5285.837402
	Iteration 1F: 3 clusters Score -5129129 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -5130435.500000 Penalty: 5285.837402
	Iteration 2F: 3 clusters Score -5130436 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -5132306.500000 Penalty: 5285.837402
	Iteration 3F: 3 clusters Score -5132306 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -5134575.500000 Penalty: 5285.837402
	Iteration 4F: 3 clusters Score -5134576 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -5136811.000000 Penalty: 5285.837402
	Iteration 5F: 3 clusters Score -5136811 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -5138560.500000 Penalty: 5285.837402
	Iteration 6F: 3 clusters Score -5138560 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -5139807.000000 Penalty: 5285.837402
	Iteration 7F: 3 clusters Score -5139807 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -5140727.500000 Penalty: 5285.837402
	Iteration 8Q: 3 clusters Score -5140728 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -5141464.500000 Penalty: 5285.837402
	Iteration 9Q: 3 clusters Score -5141464 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -5142138.000000 Penalty: 5285.837402
	Iteration 10Q: 3 clusters Score -5142138 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32015 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -5142781.500000 Penalty: 5285.837402
	Iteration 11Q: 3 clusters Score -5142782 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33001 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -5143363.000000 Penalty: 5285.837402
	Iteration 12Q: 3 clusters Score -5143363 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33875 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -5143804.000000 Penalty: 5285.837402
	Iteration 13Q: 3 clusters Score -5143804 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -5144193.500000 Penalty: 5285.837402
	Iteration 14Q: 3 clusters Score -5144194 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35359 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -5144507.000000 Penalty: 5285.837402
	Iteration 15Q: 3 clusters Score -5144507 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -5144771.000000 Penalty: 5285.837402
	Iteration 16Q: 3 clusters Score -5144771 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36544 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -5144997.500000 Penalty: 5285.837402
	Iteration 17Q: 3 clusters Score -5144998 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37018 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -5145199.500000 Penalty: 5285.837402
	Iteration 18Q: 3 clusters Score -5145200 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37438 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -5145327.000000 Penalty: 5285.837402
	Iteration 19Q: 3 clusters Score -5145327 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37797 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -5145441.500000 Penalty: 5285.837402
	Iteration 20F: 3 clusters Score -5145442 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38094 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -5145543.500000 Penalty: 5285.837402
	Iteration 21Q: 3 clusters Score -5145544 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -5145613.000000 Penalty: 5285.837402
	Iteration 22Q: 3 clusters Score -5145613 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38574 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -5145670.500000 Penalty: 5285.837402
	Iteration 23Q: 3 clusters Score -5145670 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38760 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -5145731.500000 Penalty: 5285.837402
	Iteration 24Q: 3 clusters Score -5145732 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38909 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -5145781.000000 Penalty: 5285.837402
	Iteration 25Q: 3 clusters Score -5145781 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -5145817.500000 Penalty: 5285.837402
	Iteration 26Q: 3 clusters Score -5145818 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39148 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -5145828.500000 Penalty: 5285.837402
	Iteration 27Q: 3 clusters Score -5145828 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39236 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -5145862.500000 Penalty: 5285.837402
	Iteration 28Q: 3 clusters Score -5145862 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39312 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -5145881.500000 Penalty: 5285.837402
	Iteration 29Q: 3 clusters Score -5145882 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39384 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -5145920.500000 Penalty: 5285.837402
	Iteration 30Q: 3 clusters Score -5145920 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39443 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -5145918.500000 Penalty: 5285.837402
	Iteration 31Q: 3 clusters Score -5145918 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39484 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -5145947.500000 Penalty: 5285.837402
	Iteration 32Q: 3 clusters Score -5145948 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -5145981.000000 Penalty: 5285.837402
	Iteration 33Q: 3 clusters Score -5145981 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39590 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -5145993.000000 Penalty: 5285.837402
	Iteration 34Q: 3 clusters Score -5145993 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39636 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -5146014.500000 Penalty: 5285.837402
	Iteration 35Q: 3 clusters Score -5146014 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39671 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -5146028.500000 Penalty: 5285.837402
	Iteration 36Q: 3 clusters Score -5146028 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39704 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -5146047.000000 Penalty: 5285.837402
	Iteration 37Q: 3 clusters Score -5146047 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39746 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -5146052.000000 Penalty: 5285.837402
	Iteration 38Q: 3 clusters Score -5146052 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -5146072.500000 Penalty: 5285.837402
	Iteration 39Q: 3 clusters Score -5146072 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39821 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -5146075.000000 Penalty: 5285.837402
	Iteration 40F: 3 clusters Score -5146075 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39858 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -5146112.500000 Penalty: 5285.837402
	Iteration 41Q: 3 clusters Score -5146112 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -5146145.500000 Penalty: 5285.837402
	Iteration 42Q: 3 clusters Score -5146146 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39931 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -5146160.000000 Penalty: 5285.837402
	Iteration 43Q: 3 clusters Score -5146160 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39960 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -5146192.000000 Penalty: 5285.837402
	Iteration 44Q: 3 clusters Score -5146192 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39982 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -5146174.500000 Penalty: 5285.837402
	Iteration 45Q: 3 clusters Score -5146174 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40008 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -5146196.000000 Penalty: 5285.837402
	Iteration 46Q: 3 clusters Score -5146196 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -5146193.500000 Penalty: 5285.837402
	Iteration 47Q: 3 clusters Score -5146194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40050 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -5146197.000000 Penalty: 5285.837402
	Iteration 48Q: 3 clusters Score -5146197 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40063 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -5146195.500000 Penalty: 5285.837402
	Iteration 49Q: 3 clusters Score -5146196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40074 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -5146207.000000 Penalty: 5285.837402
	Iteration 50Q: 3 clusters Score -5146207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -5146205.000000 Penalty: 5285.837402
	Iteration 51Q: 3 clusters Score -5146205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40086 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -5146207.000000 Penalty: 5285.837402
	Iteration 52Q: 3 clusters Score -5146207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40090 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -5146208.000000 Penalty: 5285.837402
	Iteration 53Q: 3 clusters Score -5146208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40092 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -5146207.500000 Penalty: 5285.837402
	Iteration 54Q: 3 clusters Score -5146208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40093 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -5146204.500000 Penalty: 5285.837402
	Iteration 55Q: 3 clusters Score -5146204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40093 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -5146204.500000 Penalty: 5285.837402
	Iteration 56F: 3 clusters Score -5146204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Entering Unmasked Estep 
Score: -1289900.375000 Penalty: 2313.881104
	Iteration 0F: 2 clusters Score -1289900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1281441.125000 Penalty: 4627.762207
	Iteration 0F: 3 clusters Score -1281441 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1284129.625000 Penalty: 4627.762207
	Iteration 1F: 3 clusters Score -1284130 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1284612.125000 Penalty: 4627.762207
	Iteration 2F: 3 clusters Score -1284612 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1285109.000000 Penalty: 4627.762207
	Iteration 3F: 3 clusters Score -1285109 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1285607.000000 Penalty: 4627.762207
	Iteration 4F: 3 clusters Score -1285607 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1286066.875000 Penalty: 4627.762207
	Iteration 5F: 3 clusters Score -1286067 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1286408.250000 Penalty: 4627.762207
	Iteration 6F: 3 clusters Score -1286408 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1286714.875000 Penalty: 4627.762207
	Iteration 7Q: 3 clusters Score -1286715 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1286972.250000 Penalty: 4627.762207
	Iteration 8Q: 3 clusters Score -1286972 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1287220.500000 Penalty: 4627.762207
	Iteration 9Q: 3 clusters Score -1287220 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1287425.625000 Penalty: 4627.762207
	Iteration 10Q: 3 clusters Score -1287426 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1287586.625000 Penalty: 4627.762207
	Iteration 11Q: 3 clusters Score -1287587 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1287726.875000 Penalty: 4627.762207
	Iteration 12Q: 3 clusters Score -1287727 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1287837.750000 Penalty: 4627.762207
	Iteration 13Q: 3 clusters Score -1287838 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1287916.125000 Penalty: 4627.762207
	Iteration 14Q: 3 clusters Score -1287916 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1287990.125000 Penalty: 4627.762207
	Iteration 15Q: 3 clusters Score -1287990 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1288035.125000 Penalty: 4627.762207
	Iteration 16Q: 3 clusters Score -1288035 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1288070.500000 Penalty: 4627.762207
	Iteration 17Q: 3 clusters Score -1288070 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1288099.625000 Penalty: 4627.762207
	Iteration 18Q: 3 clusters Score -1288100 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1288116.500000 Penalty: 4627.762207
	Iteration 19Q: 3 clusters Score -1288116 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1288138.250000 Penalty: 4627.762207
	Iteration 20F: 3 clusters Score -1288138 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1288148.125000 Penalty: 4627.762207
	Iteration 21Q: 3 clusters Score -1288148 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1288167.000000 Penalty: 4627.762207
	Iteration 22Q: 3 clusters Score -1288167 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1288174.625000 Penalty: 4627.762207
	Iteration 23Q: 3 clusters Score -1288175 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1288183.875000 Penalty: 4627.762207
	Iteration 24Q: 3 clusters Score -1288184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1288189.875000 Penalty: 4627.762207
	Iteration 25Q: 3 clusters Score -1288190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1288195.250000 Penalty: 4627.762207
	Iteration 26Q: 3 clusters Score -1288195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1288196.750000 Penalty: 4627.762207
	Iteration 27Q: 3 clusters Score -1288197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1288198.750000 Penalty: 4627.762207
	Iteration 28Q: 3 clusters Score -1288199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1288198.625000 Penalty: 4627.762207
	Iteration 29Q: 3 clusters Score -1288199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1288198.125000 Penalty: 4627.762207
	Iteration 30Q: 3 clusters Score -1288198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1288198.875000 Penalty: 4627.762207
	Iteration 31Q: 3 clusters Score -1288199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1288198.500000 Penalty: 4627.762207
	Iteration 32Q: 3 clusters Score -1288198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1288201.000000 Penalty: 4627.762207
	Iteration 33Q: 3 clusters Score -1288201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1288200.375000 Penalty: 4627.762207
	Iteration 34Q: 3 clusters Score -1288200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1288201.875000 Penalty: 4627.762207
	Iteration 35Q: 3 clusters Score -1288202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1288201.875000 Penalty: 4627.762207
	Iteration 36F: 3 clusters Score -1288202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Entering Unmasked Estep 
Score: -370265.000000 Penalty: 2015.669556
	Iteration 0F: 2 clusters Score -370265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -366783.687500 Penalty: 4031.339111
	Iteration 0F: 3 clusters Score -366783.7 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -367606.718750 Penalty: 4031.339111
	Iteration 1F: 3 clusters Score -367606.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -367896.718750 Penalty: 4031.339111
	Iteration 2F: 3 clusters Score -367896.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -368107.281250 Penalty: 4031.339111
	Iteration 3F: 3 clusters Score -368107.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -368270.156250 Penalty: 4031.339111
	Iteration 4F: 3 clusters Score -368270.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -368409.343750 Penalty: 4031.339111
	Iteration 5Q: 3 clusters Score -368409.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -368509.937500 Penalty: 4031.339111
	Iteration 6Q: 3 clusters Score -368509.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -368601.062500 Penalty: 4031.339111
	Iteration 7Q: 3 clusters Score -368601.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -368694.687500 Penalty: 4031.339111
	Iteration 8Q: 3 clusters Score -368694.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -368782.781250 Penalty: 4031.339111
	Iteration 9Q: 3 clusters Score -368782.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -368850.062500 Penalty: 4031.339111
	Iteration 10Q: 3 clusters Score -368850.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -368902.843750 Penalty: 4031.339111
	Iteration 11Q: 3 clusters Score -368902.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -368936.437500 Penalty: 4031.339111
	Iteration 12Q: 3 clusters Score -368936.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -368964.187500 Penalty: 4031.339111
	Iteration 13Q: 3 clusters Score -368964.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -368988.406250 Penalty: 4031.339111
	Iteration 14Q: 3 clusters Score -368988.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -369012.937500 Penalty: 4031.339111
	Iteration 15Q: 3 clusters Score -369012.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -369037.125000 Penalty: 4031.339111
	Iteration 16Q: 3 clusters Score -369037.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -369054.531250 Penalty: 4031.339111
	Iteration 17Q: 3 clusters Score -369054.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -369067.343750 Penalty: 4031.339111
	Iteration 18Q: 3 clusters Score -369067.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -369081.375000 Penalty: 4031.339111
	Iteration 19Q: 3 clusters Score -369081.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -369096.750000 Penalty: 4031.339111
	Iteration 20F: 3 clusters Score -369096.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -369113.281250 Penalty: 4031.339111
	Iteration 21Q: 3 clusters Score -369113.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -369141.531250 Penalty: 4031.339111
	Iteration 22Q: 3 clusters Score -369141.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -369171.062500 Penalty: 4031.339111
	Iteration 23Q: 3 clusters Score -369171.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -369204.500000 Penalty: 4031.339111
	Iteration 24Q: 3 clusters Score -369204.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -369230.937500 Penalty: 4031.339111
	Iteration 25Q: 3 clusters Score -369230.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -369252.000000 Penalty: 4031.339111
	Iteration 26Q: 3 clusters Score -369252 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -369278.562500 Penalty: 4031.339111
	Iteration 27Q: 3 clusters Score -369278.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -369298.406250 Penalty: 4031.339111
	Iteration 28Q: 3 clusters Score -369298.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -369318.875000 Penalty: 4031.339111
	Iteration 29Q: 3 clusters Score -369318.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -369337.031250 Penalty: 4031.339111
	Iteration 30Q: 3 clusters Score -369337 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -369351.281250 Penalty: 4031.339111
	Iteration 31Q: 3 clusters Score -369351.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -369367.562500 Penalty: 4031.339111
	Iteration 32Q: 3 clusters Score -369367.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -369380.968750 Penalty: 4031.339111
	Iteration 33Q: 3 clusters Score -369381 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -369387.781250 Penalty: 4031.339111
	Iteration 34Q: 3 clusters Score -369387.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -369392.375000 Penalty: 4031.339111
	Iteration 35Q: 3 clusters Score -369392.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -369398.375000 Penalty: 4031.339111
	Iteration 36Q: 3 clusters Score -369398.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -369402.937500 Penalty: 4031.339111
	Iteration 37Q: 3 clusters Score -369402.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -369409.281250 Penalty: 4031.339111
	Iteration 38Q: 3 clusters Score -369409.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -369416.468750 Penalty: 4031.339111
	Iteration 39Q: 3 clusters Score -369416.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -369418.593750 Penalty: 4031.339111
	Iteration 40F: 3 clusters Score -369418.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -369420.031250 Penalty: 4031.339111
	Iteration 41Q: 3 clusters Score -369420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -369419.843750 Penalty: 4031.339111
	Iteration 42Q: 3 clusters Score -369419.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -369420.406250 Penalty: 4031.339111
	Iteration 43Q: 3 clusters Score -369420.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -369420.812500 Penalty: 4031.339111
	Iteration 44Q: 3 clusters Score -369420.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -369421.062500 Penalty: 4031.339111
	Iteration 45Q: 3 clusters Score -369421.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -369423.500000 Penalty: 4031.339111
	Iteration 46Q: 3 clusters Score -369423.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -369424.906250 Penalty: 4031.339111
	Iteration 47Q: 3 clusters Score -369424.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -369426.125000 Penalty: 4031.339111
	Iteration 48Q: 3 clusters Score -369426.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -369427.718750 Penalty: 4031.339111
	Iteration 49Q: 3 clusters Score -369427.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -369427.718750 Penalty: 4031.339111
	Iteration 50F: 3 clusters Score -369427.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Entering Unmasked Estep 
Score: -110226.937500 Penalty: 1716.815674
	Iteration 0F: 2 clusters Score -110226.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -108285.953125 Penalty: 3433.631348
	Iteration 0F: 3 clusters Score -108286 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -108652.562500 Penalty: 3433.631348
	Iteration 1F: 3 clusters Score -108652.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -108813.226562 Penalty: 3433.631348
	Iteration 2F: 3 clusters Score -108813.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -108939.281250 Penalty: 3433.631348
	Iteration 3F: 3 clusters Score -108939.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -109065.296875 Penalty: 3433.631348
	Iteration 4F: 3 clusters Score -109065.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -109210.437500 Penalty: 3433.631348
	Iteration 5Q: 3 clusters Score -109210.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -109454.789062 Penalty: 3433.631348
	Iteration 6F: 3 clusters Score -109454.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -109876.828125 Penalty: 3433.631348
	Iteration 7F: 3 clusters Score -109876.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -110103.710938 Penalty: 3433.631348
	Iteration 8F: 3 clusters Score -110103.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -110235.617188 Penalty: 3433.631348
	Iteration 9Q: 3 clusters Score -110235.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -110371.625000 Penalty: 3433.631348
	Iteration 10Q: 3 clusters Score -110371.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -110483.257812 Penalty: 3433.631348
	Iteration 11Q: 3 clusters Score -110483.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -110527.710938 Penalty: 3433.631348
	Iteration 12Q: 3 clusters Score -110527.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -110574.000000 Penalty: 3433.631348
	Iteration 13Q: 3 clusters Score -110574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -110625.773438 Penalty: 3433.631348
	Iteration 14Q: 3 clusters Score -110625.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -110684.031250 Penalty: 3433.631348
	Iteration 15Q: 3 clusters Score -110684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -110864.468750 Penalty: 3433.631348
	Iteration 16Q: 3 clusters Score -110864.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -111157.875000 Penalty: 3433.631348
	Iteration 17Q: 3 clusters Score -111157.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -111236.250000 Penalty: 3433.631348
	Iteration 18Q: 3 clusters Score -111236.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -111317.437500 Penalty: 3433.631348
	Iteration 19Q: 3 clusters Score -111317.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -111415.976562 Penalty: 3433.631348
	Iteration 20F: 3 clusters Score -111416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -111455.585938 Penalty: 3433.631348
	Iteration 21Q: 3 clusters Score -111455.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -111455.585938 Penalty: 3433.631348
	Iteration 22F: 3 clusters Score -111455.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 169247 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 30285 members 
Mstep: Class 4 contains 29859 members 
Mstep: Class 5 contains 82585 members 
Mstep: Class 6 contains 30612 members 
Mstep: Class 7 contains 14278 members 
Mstep: Class 8 contains 5847 members 
Mstep: Class 9 contains 55546 members 
Mstep: Class 10 contains 26794 members 
Mstep: Class 11 contains 15363 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 195944 members 
Mstep: Class 14 contains 12789 members 
Mstep: Class 15 contains 150984 members 
Mstep: Class 16 contains 14664 members 
Mstep: Class 17 contains 8889 members 
Mstep: Class 18 contains 8162 members 
Mstep: Class 19 contains 8852 members 
Mstep: Class 20 contains 8983 members 
Mstep: Class 21 contains 5208 members 
Mstep: Class 22 contains 325088 members 
Mstep: Class 23 contains 5516 members 
Mstep: Class 24 contains 225 members 
Mstep: Class 25 contains 82793 members 
Mstep: Class 26 contains 824 members 
Mstep: Class 27 contains 90686 members 
Mstep: Class 28 contains 57656 members 
Mstep: Class 29 contains 5232 members 
Mstep: Class 30 contains 9071 members 
Mstep: Class 31 contains 6394 members 
Mstep: Class 32 contains 10578 members 
Mstep: Class 33 contains 42486 members 
Mstep: Class 34 contains 11273 members 
Mstep: Class 35 contains 3387 members 
Mstep: Class 36 contains 319 members 
Mstep: Class 37 contains 8371 members 
Mstep: Class 38 contains 202764 members 
Mstep: Class 39 contains 230098 members 
Mstep: Class 40 contains 10217 members 
Mstep: Class 41 contains 437 members 
Mstep: Class 42 contains 483 members 
Mstep: Class 43 contains 696 members 
Entering Unmasked Estep 
Score: -235482384.000000 Penalty: 154667.750000
Splitting cluster 36 changes total score from -235482192.000000 to -235482384.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 37 (8371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Entering Unmasked Estep 
Score: -953079.187500 Penalty: 2240.067139
	Iteration 0F: 2 clusters Score -953079.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -946471.562500 Penalty: 4480.134277
	Iteration 0F: 3 clusters Score -946471.6 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -948351.562500 Penalty: 4480.134277
	Iteration 1F: 3 clusters Score -948351.6 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -948668.562500 Penalty: 4480.134277
	Iteration 2F: 3 clusters Score -948668.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -948960.312500 Penalty: 4480.134277
	Iteration 3F: 3 clusters Score -948960.3 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -949266.375000 Penalty: 4480.134277
	Iteration 4F: 3 clusters Score -949266.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -949640.750000 Penalty: 4480.134277
	Iteration 5F: 3 clusters Score -949640.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -950074.687500 Penalty: 4480.134277
	Iteration 6F: 3 clusters Score -950074.7 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -950416.812500 Penalty: 4480.134277
	Iteration 7F: 3 clusters Score -950416.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -950694.750000 Penalty: 4480.134277
	Iteration 8Q: 3 clusters Score -950694.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -950876.562500 Penalty: 4480.134277
	Iteration 9Q: 3 clusters Score -950876.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -950989.312500 Penalty: 4480.134277
	Iteration 10Q: 3 clusters Score -950989.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -951083.875000 Penalty: 4480.134277
	Iteration 11Q: 3 clusters Score -951083.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -951151.437500 Penalty: 4480.134277
	Iteration 12Q: 3 clusters Score -951151.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -951206.062500 Penalty: 4480.134277
	Iteration 13Q: 3 clusters Score -951206.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -951270.000000 Penalty: 4480.134277
	Iteration 14Q: 3 clusters Score -951270 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -951329.250000 Penalty: 4480.134277
	Iteration 15Q: 3 clusters Score -951329.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -951384.062500 Penalty: 4480.134277
	Iteration 16Q: 3 clusters Score -951384.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -951424.750000 Penalty: 4480.134277
	Iteration 17Q: 3 clusters Score -951424.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -951458.250000 Penalty: 4480.134277
	Iteration 18Q: 3 clusters Score -951458.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -951487.500000 Penalty: 4480.134277
	Iteration 19Q: 3 clusters Score -951487.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -951505.937500 Penalty: 4480.134277
	Iteration 20F: 3 clusters Score -951505.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -951520.875000 Penalty: 4480.134277
	Iteration 21Q: 3 clusters Score -951520.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -951529.375000 Penalty: 4480.134277
	Iteration 22Q: 3 clusters Score -951529.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -951540.312500 Penalty: 4480.134277
	Iteration 23Q: 3 clusters Score -951540.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -951552.000000 Penalty: 4480.134277
	Iteration 24Q: 3 clusters Score -951552 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -951570.625000 Penalty: 4480.134277
	Iteration 25Q: 3 clusters Score -951570.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -951583.000000 Penalty: 4480.134277
	Iteration 26Q: 3 clusters Score -951583 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -951590.437500 Penalty: 4480.134277
	Iteration 27Q: 3 clusters Score -951590.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -951606.687500 Penalty: 4480.134277
	Iteration 28Q: 3 clusters Score -951606.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -951623.375000 Penalty: 4480.134277
	Iteration 29Q: 3 clusters Score -951623.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -951646.000000 Penalty: 4480.134277
	Iteration 30Q: 3 clusters Score -951646 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -951671.000000 Penalty: 4480.134277
	Iteration 31Q: 3 clusters Score -951671 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -951699.500000 Penalty: 4480.134277
	Iteration 32Q: 3 clusters Score -951699.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -951744.062500 Penalty: 4480.134277
	Iteration 33Q: 3 clusters Score -951744.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -951800.125000 Penalty: 4480.134277
	Iteration 34Q: 3 clusters Score -951800.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -951851.875000 Penalty: 4480.134277
	Iteration 35Q: 3 clusters Score -951851.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -951921.250000 Penalty: 4480.134277
	Iteration 36Q: 3 clusters Score -951921.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -951988.812500 Penalty: 4480.134277
	Iteration 37Q: 3 clusters Score -951988.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -952072.250000 Penalty: 4480.134277
	Iteration 38Q: 3 clusters Score -952072.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -952132.812500 Penalty: 4480.134277
	Iteration 39Q: 3 clusters Score -952132.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -952161.937500 Penalty: 4480.134277
	Iteration 40F: 3 clusters Score -952161.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -952174.750000 Penalty: 4480.134277
	Iteration 41Q: 3 clusters Score -952174.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -952178.375000 Penalty: 4480.134277
	Iteration 42Q: 3 clusters Score -952178.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -952182.125000 Penalty: 4480.134277
	Iteration 43Q: 3 clusters Score -952182.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -952187.125000 Penalty: 4480.134277
	Iteration 44Q: 3 clusters Score -952187.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -952187.375000 Penalty: 4480.134277
	Iteration 45Q: 3 clusters Score -952187.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -952185.500000 Penalty: 4480.134277
	Iteration 46Q: 3 clusters Score -952185.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -952185.500000 Penalty: 4480.134277
	Iteration 47F: 3 clusters Score -952185.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (202764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202764 members 
Entering Unmasked Estep 
Score: -24215412.000000 Penalty: 3030.510010
	Iteration 0F: 2 clusters Score -2.421541e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101398 members 
Mstep: Class 2 contains 101366 members 
Entering Unmasked Estep 
Score: -24079838.000000 Penalty: 6061.020020
	Iteration 0F: 3 clusters Score -2.407984e+07 nChanged 97567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99999 members 
Mstep: Class 2 contains 102765 members 
Entering Unmasked Estep 
Score: -24136470.000000 Penalty: 6061.020020
	Iteration 1F: 3 clusters Score -2.413647e+07 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99056 members 
Mstep: Class 2 contains 103708 members 
Entering Unmasked Estep 
Score: -24137578.000000 Penalty: 6061.020020
	Iteration 2Q: 3 clusters Score -2.413758e+07 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97640 members 
Mstep: Class 2 contains 105124 members 
Entering Unmasked Estep 
Score: -24138848.000000 Penalty: 6061.020020
	Iteration 3Q: 3 clusters Score -2.413885e+07 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95470 members 
Mstep: Class 2 contains 107294 members 
Entering Unmasked Estep 
Score: -24140454.000000 Penalty: 6061.020020
	Iteration 4Q: 3 clusters Score -2.414045e+07 nChanged 7192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92272 members 
Mstep: Class 2 contains 110492 members 
Entering Unmasked Estep 
Score: -24142606.000000 Penalty: 6061.020020
	Iteration 5Q: 3 clusters Score -2.414261e+07 nChanged 8170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87616 members 
Mstep: Class 2 contains 115148 members 
Entering Unmasked Estep 
Score: -24145146.000000 Penalty: 6061.020020
	Iteration 6Q: 3 clusters Score -2.414515e+07 nChanged 9238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81166 members 
Mstep: Class 2 contains 121598 members 
Entering Unmasked Estep 
Score: -24148686.000000 Penalty: 6061.020020
	Iteration 7Q: 3 clusters Score -2.414869e+07 nChanged 10524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72602 members 
Mstep: Class 2 contains 130162 members 
Entering Unmasked Estep 
Score: -24153570.000000 Penalty: 6061.020020
	Iteration 8F: 3 clusters Score -2.415357e+07 nChanged 11953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61707 members 
Mstep: Class 2 contains 141057 members 
Entering Unmasked Estep 
Score: -24160174.000000 Penalty: 6061.020020
	Iteration 9F: 3 clusters Score -2.416017e+07 nChanged 13522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48591 members 
Mstep: Class 2 contains 154173 members 
Entering Unmasked Estep 
Score: -24169270.000000 Penalty: 6061.020020
	Iteration 10F: 3 clusters Score -2.416927e+07 nChanged 14185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34498 members 
Mstep: Class 2 contains 168266 members 
Entering Unmasked Estep 
Score: -24180590.000000 Penalty: 6061.020020
	Iteration 11F: 3 clusters Score -2.418059e+07 nChanged 13448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 181704 members 
Entering Unmasked Estep 
Score: -24192508.000000 Penalty: 6061.020020
	Iteration 12F: 3 clusters Score -2.419251e+07 nChanged 10655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 192359 members 
Entering Unmasked Estep 
Score: -24203258.000000 Penalty: 6061.020020
	Iteration 13F: 3 clusters Score -2.420326e+07 nChanged 6325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 198684 members 
Entering Unmasked Estep 
Score: -24209324.000000 Penalty: 6061.020020
	Iteration 14Q: 3 clusters Score -2.420932e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 201233 members 
Entering Unmasked Estep 
Score: -24211632.000000 Penalty: 6061.020020
	Iteration 15Q: 3 clusters Score -2.421163e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 202018 members 
Entering Unmasked Estep 
Score: -24212266.000000 Penalty: 6061.020020
	Iteration 16Q: 3 clusters Score -2.421227e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 202259 members 
Entering Unmasked Estep 
Score: -24212448.000000 Penalty: 6061.020020
	Iteration 17Q: 3 clusters Score -2.421245e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 202351 members 
Entering Unmasked Estep 
Score: -24212590.000000 Penalty: 6061.020020
	Iteration 18Q: 3 clusters Score -2.421259e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 202385 members 
Entering Unmasked Estep 
Score: -24212664.000000 Penalty: 6061.020020
	Iteration 19Q: 3 clusters Score -2.421266e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 202409 members 
Entering Unmasked Estep 
Score: -24212704.000000 Penalty: 6061.020020
	Iteration 20F: 3 clusters Score -2.42127e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 202425 members 
Entering Unmasked Estep 
Score: -24212744.000000 Penalty: 6061.020020
	Iteration 21Q: 3 clusters Score -2.421274e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 202431 members 
Entering Unmasked Estep 
Score: -24212732.000000 Penalty: 6061.020020
	Iteration 22Q: 3 clusters Score -2.421273e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 202434 members 
Entering Unmasked Estep 
Score: -24212736.000000 Penalty: 6061.020020
	Iteration 23Q: 3 clusters Score -2.421274e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 202437 members 
Entering Unmasked Estep 
Score: -24212742.000000 Penalty: 6061.020020
	Iteration 24Q: 3 clusters Score -2.421274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 202439 members 
Entering Unmasked Estep 
Score: -24212754.000000 Penalty: 6061.020020
	Iteration 25Q: 3 clusters Score -2.421275e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 202443 members 
Entering Unmasked Estep 
Score: -24212766.000000 Penalty: 6061.020020
	Iteration 26Q: 3 clusters Score -2.421277e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 202446 members 
Entering Unmasked Estep 
Score: -24212766.000000 Penalty: 6061.020020
	Iteration 27Q: 3 clusters Score -2.421277e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 202448 members 
Entering Unmasked Estep 
Score: -24212790.000000 Penalty: 6061.020020
	Iteration 28Q: 3 clusters Score -2.421279e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 202448 members 
Entering Unmasked Estep 
Score: -24212796.000000 Penalty: 6061.020020
	Iteration 29Q: 3 clusters Score -2.42128e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 202449 members 
Entering Unmasked Estep 
Score: -24212790.000000 Penalty: 6061.020020
	Iteration 30Q: 3 clusters Score -2.421279e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 202451 members 
Entering Unmasked Estep 
Score: -24212798.000000 Penalty: 6061.020020
	Iteration 31Q: 3 clusters Score -2.42128e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 202450 members 
Entering Unmasked Estep 
Score: -24212804.000000 Penalty: 6061.020020
	Iteration 32Q: 3 clusters Score -2.42128e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 202451 members 
Entering Unmasked Estep 
Score: -24212822.000000 Penalty: 6061.020020
	Iteration 33Q: 3 clusters Score -2.421282e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 202455 members 
Entering Unmasked Estep 
Score: -24212820.000000 Penalty: 6061.020020
	Iteration 34Q: 3 clusters Score -2.421282e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 202460 members 
Entering Unmasked Estep 
Score: -24212838.000000 Penalty: 6061.020020
	Iteration 35Q: 3 clusters Score -2.421284e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 202463 members 
Entering Unmasked Estep 
Score: -24212862.000000 Penalty: 6061.020020
	Iteration 36Q: 3 clusters Score -2.421286e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 202466 members 
Entering Unmasked Estep 
Score: -24212864.000000 Penalty: 6061.020020
	Iteration 37Q: 3 clusters Score -2.421286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 202466 members 
Entering Unmasked Estep 
Score: -24212848.000000 Penalty: 6061.020020
	Iteration 38Q: 3 clusters Score -2.421285e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 202464 members 
Entering Unmasked Estep 
Score: -24212852.000000 Penalty: 6061.020020
	Iteration 39Q: 3 clusters Score -2.421285e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 202464 members 
Entering Unmasked Estep 
Score: -24212852.000000 Penalty: 6061.020020
	Iteration 40F: 3 clusters Score -2.421285e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (230098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230098 members 
Entering Unmasked Estep 
Score: -28242918.000000 Penalty: 3061.872803
	Iteration 0F: 2 clusters Score -2.824292e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115043 members 
Mstep: Class 2 contains 115055 members 
Entering Unmasked Estep 
Score: -28094132.000000 Penalty: 6123.745605
	Iteration 0F: 3 clusters Score -2.809413e+07 nChanged 111088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115515 members 
Mstep: Class 2 contains 114583 members 
Entering Unmasked Estep 
Score: -28159174.000000 Penalty: 6123.745605
	Iteration 1F: 3 clusters Score -2.815917e+07 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116420 members 
Mstep: Class 2 contains 113678 members 
Entering Unmasked Estep 
Score: -28160292.000000 Penalty: 6123.745605
	Iteration 2Q: 3 clusters Score -2.816029e+07 nChanged 6806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118148 members 
Mstep: Class 2 contains 111950 members 
Entering Unmasked Estep 
Score: -28161906.000000 Penalty: 6123.745605
	Iteration 3Q: 3 clusters Score -2.816191e+07 nChanged 8132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121058 members 
Mstep: Class 2 contains 109040 members 
Entering Unmasked Estep 
Score: -28164464.000000 Penalty: 6123.745605
	Iteration 4Q: 3 clusters Score -2.816446e+07 nChanged 9965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125493 members 
Mstep: Class 2 contains 104605 members 
Entering Unmasked Estep 
Score: -28168250.000000 Penalty: 6123.745605
	Iteration 5Q: 3 clusters Score -2.816825e+07 nChanged 11973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131754 members 
Mstep: Class 2 contains 98344 members 
Entering Unmasked Estep 
Score: -28173582.000000 Penalty: 6123.745605
	Iteration 6F: 3 clusters Score -2.817358e+07 nChanged 13552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139730 members 
Mstep: Class 2 contains 90368 members 
Entering Unmasked Estep 
Score: -28180250.000000 Penalty: 6123.745605
	Iteration 7F: 3 clusters Score -2.818025e+07 nChanged 14296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149392 members 
Mstep: Class 2 contains 80706 members 
Entering Unmasked Estep 
Score: -28187816.000000 Penalty: 6123.745605
	Iteration 8F: 3 clusters Score -2.818782e+07 nChanged 14024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160342 members 
Mstep: Class 2 contains 69756 members 
Entering Unmasked Estep 
Score: -28195314.000000 Penalty: 6123.745605
	Iteration 9F: 3 clusters Score -2.819531e+07 nChanged 13592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172348 members 
Mstep: Class 2 contains 57750 members 
Entering Unmasked Estep 
Score: -28203238.000000 Penalty: 6123.745605
	Iteration 10F: 3 clusters Score -2.820324e+07 nChanged 13067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184839 members 
Mstep: Class 2 contains 45259 members 
Entering Unmasked Estep 
Score: -28210588.000000 Penalty: 6123.745605
	Iteration 11F: 3 clusters Score -2.821059e+07 nChanged 12048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196747 members 
Mstep: Class 2 contains 33351 members 
Entering Unmasked Estep 
Score: -28217476.000000 Penalty: 6123.745605
	Iteration 12F: 3 clusters Score -2.821748e+07 nChanged 10703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207428 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -28224140.000000 Penalty: 6123.745605
	Iteration 13Q: 3 clusters Score -2.822414e+07 nChanged 8721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216147 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -28229944.000000 Penalty: 6123.745605
	Iteration 14Q: 3 clusters Score -2.822994e+07 nChanged 6256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222403 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -28234508.000000 Penalty: 6123.745605
	Iteration 15Q: 3 clusters Score -2.823451e+07 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226226 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -28237232.000000 Penalty: 6123.745605
	Iteration 16Q: 3 clusters Score -2.823723e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228245 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -28238888.000000 Penalty: 6123.745605
	Iteration 17Q: 3 clusters Score -2.823889e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229099 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -28239506.000000 Penalty: 6123.745605
	Iteration 18Q: 3 clusters Score -2.823951e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229420 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -28239782.000000 Penalty: 6123.745605
	Iteration 19Q: 3 clusters Score -2.823978e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229569 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -28239934.000000 Penalty: 6123.745605
	Iteration 20F: 3 clusters Score -2.823993e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229638 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -28240082.000000 Penalty: 6123.745605
	Iteration 21Q: 3 clusters Score -2.824008e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229674 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -28240140.000000 Penalty: 6123.745605
	Iteration 22Q: 3 clusters Score -2.824014e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229688 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -28240154.000000 Penalty: 6123.745605
	Iteration 23Q: 3 clusters Score -2.824015e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229701 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -28240152.000000 Penalty: 6123.745605
	Iteration 24Q: 3 clusters Score -2.824015e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229704 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -28240170.000000 Penalty: 6123.745605
	Iteration 25Q: 3 clusters Score -2.824017e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229707 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -28240182.000000 Penalty: 6123.745605
	Iteration 26Q: 3 clusters Score -2.824018e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229711 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -28240196.000000 Penalty: 6123.745605
	Iteration 27Q: 3 clusters Score -2.82402e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229714 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -28240192.000000 Penalty: 6123.745605
	Iteration 28Q: 3 clusters Score -2.824019e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229717 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -28240214.000000 Penalty: 6123.745605
	Iteration 29Q: 3 clusters Score -2.824021e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229716 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -28240224.000000 Penalty: 6123.745605
	Iteration 30Q: 3 clusters Score -2.824022e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229715 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -28240222.000000 Penalty: 6123.745605
	Iteration 31Q: 3 clusters Score -2.824022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229713 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -28240230.000000 Penalty: 6123.745605
	Iteration 32Q: 3 clusters Score -2.824023e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229714 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -28240216.000000 Penalty: 6123.745605
	Iteration 33Q: 3 clusters Score -2.824022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229716 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -28240206.000000 Penalty: 6123.745605
	Iteration 34Q: 3 clusters Score -2.824021e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229716 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -28240206.000000 Penalty: 6123.745605
	Iteration 35F: 3 clusters Score -2.824021e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (10217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Entering Unmasked Estep 
Score: -1198864.375000 Penalty: 2289.488525
	Iteration 0F: 2 clusters Score -1198864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1191097.125000 Penalty: 4578.977051
	Iteration 0F: 3 clusters Score -1191097 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1193518.000000 Penalty: 4578.977051
	Iteration 1F: 3 clusters Score -1193518 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1193936.000000 Penalty: 4578.977051
	Iteration 2F: 3 clusters Score -1193936 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1194309.500000 Penalty: 4578.977051
	Iteration 3F: 3 clusters Score -1194310 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1194652.625000 Penalty: 4578.977051
	Iteration 4F: 3 clusters Score -1194653 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1195014.000000 Penalty: 4578.977051
	Iteration 5F: 3 clusters Score -1195014 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1195372.250000 Penalty: 4578.977051
	Iteration 6Q: 3 clusters Score -1195372 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1195697.500000 Penalty: 4578.977051
	Iteration 7Q: 3 clusters Score -1195698 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1195993.000000 Penalty: 4578.977051
	Iteration 8Q: 3 clusters Score -1195993 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1196227.750000 Penalty: 4578.977051
	Iteration 9Q: 3 clusters Score -1196228 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1196403.500000 Penalty: 4578.977051
	Iteration 10Q: 3 clusters Score -1196404 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1196521.125000 Penalty: 4578.977051
	Iteration 11Q: 3 clusters Score -1196521 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1196612.750000 Penalty: 4578.977051
	Iteration 12Q: 3 clusters Score -1196613 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1196681.000000 Penalty: 4578.977051
	Iteration 13Q: 3 clusters Score -1196681 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1196733.375000 Penalty: 4578.977051
	Iteration 14Q: 3 clusters Score -1196733 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1196778.250000 Penalty: 4578.977051
	Iteration 15Q: 3 clusters Score -1196778 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1196809.250000 Penalty: 4578.977051
	Iteration 16Q: 3 clusters Score -1196809 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1196836.750000 Penalty: 4578.977051
	Iteration 17Q: 3 clusters Score -1196837 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1196858.625000 Penalty: 4578.977051
	Iteration 18Q: 3 clusters Score -1196859 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1196878.625000 Penalty: 4578.977051
	Iteration 19Q: 3 clusters Score -1196879 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1196894.875000 Penalty: 4578.977051
	Iteration 20F: 3 clusters Score -1196895 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1196914.125000 Penalty: 4578.977051
	Iteration 21Q: 3 clusters Score -1196914 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1196927.625000 Penalty: 4578.977051
	Iteration 22Q: 3 clusters Score -1196928 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1196947.625000 Penalty: 4578.977051
	Iteration 23Q: 3 clusters Score -1196948 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1196962.500000 Penalty: 4578.977051
	Iteration 24Q: 3 clusters Score -1196962 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1196973.625000 Penalty: 4578.977051
	Iteration 25Q: 3 clusters Score -1196974 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1196978.375000 Penalty: 4578.977051
	Iteration 26Q: 3 clusters Score -1196978 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1196987.875000 Penalty: 4578.977051
	Iteration 27Q: 3 clusters Score -1196988 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1196995.250000 Penalty: 4578.977051
	Iteration 28Q: 3 clusters Score -1196995 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1197004.875000 Penalty: 4578.977051
	Iteration 29Q: 3 clusters Score -1197005 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1197021.000000 Penalty: 4578.977051
	Iteration 30Q: 3 clusters Score -1197021 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1197036.125000 Penalty: 4578.977051
	Iteration 31Q: 3 clusters Score -1197036 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1197047.250000 Penalty: 4578.977051
	Iteration 32Q: 3 clusters Score -1197047 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1197061.125000 Penalty: 4578.977051
	Iteration 33Q: 3 clusters Score -1197061 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1197069.750000 Penalty: 4578.977051
	Iteration 34Q: 3 clusters Score -1197070 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1197079.250000 Penalty: 4578.977051
	Iteration 35Q: 3 clusters Score -1197079 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1197089.125000 Penalty: 4578.977051
	Iteration 36Q: 3 clusters Score -1197089 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1197099.000000 Penalty: 4578.977051
	Iteration 37Q: 3 clusters Score -1197099 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1197104.750000 Penalty: 4578.977051
	Iteration 38Q: 3 clusters Score -1197105 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1197107.375000 Penalty: 4578.977051
	Iteration 39Q: 3 clusters Score -1197107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1197113.500000 Penalty: 4578.977051
	Iteration 40F: 3 clusters Score -1197114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1197120.625000 Penalty: 4578.977051
	Iteration 41Q: 3 clusters Score -1197121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1197123.625000 Penalty: 4578.977051
	Iteration 42Q: 3 clusters Score -1197124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1197125.250000 Penalty: 4578.977051
	Iteration 43Q: 3 clusters Score -1197125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1197126.750000 Penalty: 4578.977051
	Iteration 44Q: 3 clusters Score -1197127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1197129.250000 Penalty: 4578.977051
	Iteration 45Q: 3 clusters Score -1197129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1197131.625000 Penalty: 4578.977051
	Iteration 46Q: 3 clusters Score -1197132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1197135.875000 Penalty: 4578.977051
	Iteration 47Q: 3 clusters Score -1197136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1197139.500000 Penalty: 4578.977051
	Iteration 48Q: 3 clusters Score -1197140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1197142.125000 Penalty: 4578.977051
	Iteration 49Q: 3 clusters Score -1197142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1197143.875000 Penalty: 4578.977051
	Iteration 50Q: 3 clusters Score -1197144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1197143.375000 Penalty: 4578.977051
	Iteration 51Q: 3 clusters Score -1197143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1197144.000000 Penalty: 4578.977051
	Iteration 52Q: 3 clusters Score -1197144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1197148.875000 Penalty: 4578.977051
	Iteration 53Q: 3 clusters Score -1197149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1197150.375000 Penalty: 4578.977051
	Iteration 54Q: 3 clusters Score -1197150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1197150.375000 Penalty: 4578.977051
	Iteration 55Q: 3 clusters Score -1197150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1197150.375000 Penalty: 4578.977051
	Iteration 56F: 3 clusters Score -1197150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Entering Unmasked Estep 
Score: -46994.292969 Penalty: 1507.823486
	Iteration 0F: 2 clusters Score -46994.29 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 211 members 
Entering Unmasked Estep 
Score: -45534.398438 Penalty: 3015.646973
	Iteration 0F: 3 clusters Score -45534.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -45740.644531 Penalty: 3015.646973
	Iteration 1F: 3 clusters Score -45740.64 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -45807.277344 Penalty: 3015.646973
	Iteration 2Q: 3 clusters Score -45807.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -45850.839844 Penalty: 3015.646973
	Iteration 3Q: 3 clusters Score -45850.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -45884.421875 Penalty: 3015.646973
	Iteration 4Q: 3 clusters Score -45884.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -45908.710938 Penalty: 3015.646973
	Iteration 5Q: 3 clusters Score -45908.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -45932.308594 Penalty: 3015.646973
	Iteration 6Q: 3 clusters Score -45932.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -45946.417969 Penalty: 3015.646973
	Iteration 7Q: 3 clusters Score -45946.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -45950.636719 Penalty: 3015.646973
	Iteration 8Q: 3 clusters Score -45950.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -45962.109375 Penalty: 3015.646973
	Iteration 9Q: 3 clusters Score -45962.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -45966.617188 Penalty: 3015.646973
	Iteration 10Q: 3 clusters Score -45966.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -45976.031250 Penalty: 3015.646973
	Iteration 11Q: 3 clusters Score -45976.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -45984.097656 Penalty: 3015.646973
	Iteration 12Q: 3 clusters Score -45984.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -46005.562500 Penalty: 3015.646973
	Iteration 13Q: 3 clusters Score -46005.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -46037.734375 Penalty: 3015.646973
	Iteration 14Q: 3 clusters Score -46037.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -46057.964844 Penalty: 3015.646973
	Iteration 15Q: 3 clusters Score -46057.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -46075.261719 Penalty: 3015.646973
	Iteration 16Q: 3 clusters Score -46075.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -46093.328125 Penalty: 3015.646973
	Iteration 17Q: 3 clusters Score -46093.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -46096.269531 Penalty: 3015.646973
	Iteration 18Q: 3 clusters Score -46096.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -46099.707031 Penalty: 3015.646973
	Iteration 19Q: 3 clusters Score -46099.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -46106.738281 Penalty: 3015.646973
	Iteration 20F: 3 clusters Score -46106.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -46110.605469 Penalty: 3015.646973
	Iteration 21Q: 3 clusters Score -46110.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -46110.605469 Penalty: 3015.646973
	Iteration 22F: 3 clusters Score -46110.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -51046.273438 Penalty: 1532.644043
	Iteration 0F: 2 clusters Score -51046.27 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 238 members 
Entering Unmasked Estep 
Score: -49516.625000 Penalty: 3065.288086
	Iteration 0F: 3 clusters Score -49516.62 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -49707.113281 Penalty: 3065.288086
	Iteration 1F: 3 clusters Score -49707.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -49744.027344 Penalty: 3065.288086
	Iteration 2Q: 3 clusters Score -49744.03 nChanged 9
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: -49769.425781 Penalty: 3065.288086
	Iteration 3Q: 3 clusters Score -49769.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -49777.718750 Penalty: 3065.288086
	Iteration 4Q: 3 clusters Score -49777.72 nChanged 2
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: -49782.585938 Penalty: 3065.288086
	Iteration 5Q: 3 clusters Score -49782.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -49786.730469 Penalty: 3065.288086
	Iteration 6Q: 3 clusters Score -49786.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -49794.589844 Penalty: 3065.288086
	Iteration 7Q: 3 clusters Score -49794.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -49813.792969 Penalty: 3065.288086
	Iteration 8Q: 3 clusters Score -49813.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -49834.460938 Penalty: 3065.288086
	Iteration 9Q: 3 clusters Score -49834.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -49851.011719 Penalty: 3065.288086
	Iteration 10Q: 3 clusters Score -49851.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -49878.917969 Penalty: 3065.288086
	Iteration 11Q: 3 clusters Score -49878.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -49919.835938 Penalty: 3065.288086
	Iteration 12Q: 3 clusters Score -49919.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -50019.300781 Penalty: 3065.288086
	Iteration 13Q: 3 clusters Score -50019.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -50058.343750 Penalty: 3065.288086
	Iteration 14Q: 3 clusters Score -50058.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -50087.304688 Penalty: 3065.288086
	Iteration 15Q: 3 clusters Score -50087.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -50109.460938 Penalty: 3065.288086
	Iteration 16Q: 3 clusters Score -50109.46 nChanged 7
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: -50133.527344 Penalty: 3065.288086
	Iteration 17Q: 3 clusters Score -50133.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -50144.652344 Penalty: 3065.288086
	Iteration 18Q: 3 clusters Score -50144.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -50150.839844 Penalty: 3065.288086
	Iteration 19Q: 3 clusters Score -50150.84 nChanged 2
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: -50159.109375 Penalty: 3065.288086
	Iteration 20F: 3 clusters Score -50159.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50165.441406 Penalty: 3065.288086
	Iteration 21Q: 3 clusters Score -50165.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50165.441406 Penalty: 3065.288086
	Iteration 22F: 3 clusters Score -50165.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 169247 members 
Mstep: Class 2 contains 596 members 
Mstep: Class 3 contains 30285 members 
Mstep: Class 4 contains 29859 members 
Mstep: Class 5 contains 82585 members 
Mstep: Class 6 contains 30612 members 
Mstep: Class 7 contains 14278 members 
Mstep: Class 8 contains 5847 members 
Mstep: Class 9 contains 55546 members 
Mstep: Class 10 contains 26794 members 
Mstep: Class 11 contains 15363 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 195944 members 
Mstep: Class 14 contains 12789 members 
Mstep: Class 15 contains 150984 members 
Mstep: Class 16 contains 14664 members 
Mstep: Class 17 contains 8889 members 
Mstep: Class 18 contains 8162 members 
Mstep: Class 19 contains 8852 members 
Mstep: Class 20 contains 8983 members 
Mstep: Class 21 contains 5208 members 
Mstep: Class 22 contains 325088 members 
Mstep: Class 23 contains 5516 members 
Mstep: Class 24 contains 225 members 
Mstep: Class 25 contains 82793 members 
Mstep: Class 26 contains 824 members 
Mstep: Class 27 contains 90686 members 
Mstep: Class 28 contains 57656 members 
Mstep: Class 29 contains 5232 members 
Mstep: Class 30 contains 9071 members 
Mstep: Class 31 contains 6394 members 
Mstep: Class 32 contains 10578 members 
Mstep: Class 33 contains 42486 members 
Mstep: Class 34 contains 11273 members 
Mstep: Class 35 contains 3387 members 
Mstep: Class 36 contains 319 members 
Mstep: Class 37 contains 8371 members 
Mstep: Class 38 contains 202764 members 
Mstep: Class 39 contains 230098 members 
Mstep: Class 40 contains 10217 members 
Mstep: Class 41 contains 437 members 
Mstep: Class 42 contains 483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235482608.000000 Penalty: 154667.750000
Iteration 159Q: 44 clusters Score -2.354826e+08 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 169361 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 30257 members 
Mstep: Class 4 contains 29848 members 
Mstep: Class 5 contains 82606 members 
Mstep: Class 6 contains 30604 members 
Mstep: Class 7 contains 14239 members 
Mstep: Class 8 contains 5847 members 
Mstep: Class 9 contains 55557 members 
Mstep: Class 10 contains 26805 members 
Mstep: Class 11 contains 15373 members 
Mstep: Class 12 contains 10072 members 
Mstep: Class 13 contains 197552 members 
Mstep: Class 14 contains 12792 members 
Mstep: Class 15 contains 150966 members 
Mstep: Class 16 contains 14662 members 
Mstep: Class 17 contains 8767 members 
Mstep: Class 18 contains 8169 members 
Mstep: Class 19 contains 8860 members 
Mstep: Class 20 contains 8983 members 
Mstep: Class 21 contains 5220 members 
Mstep: Class 22 contains 325106 members 
Mstep: Class 23 contains 5518 members 
Mstep: Class 24 contains 225 members 
Mstep: Class 25 contains 82799 members 
Mstep: Class 26 contains 825 members 
Mstep: Class 27 contains 90774 members 
Mstep: Class 28 contains 57720 members 
Mstep: Class 29 contains 5235 members 
Mstep: Class 30 contains 9069 members 
Mstep: Class 31 contains 6387 members 
Mstep: Class 32 contains 10580 members 
Mstep: Class 33 contains 42482 members 
Mstep: Class 34 contains 11270 members 
Mstep: Class 35 contains 3385 members 
Mstep: Class 36 contains 326 members 
Mstep: Class 37 contains 8376 members 
Mstep: Class 38 contains 202930 members 
Mstep: Class 39 contains 228189 members 
Mstep: Class 40 contains 10220 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 476 members 
Mstep: Class 43 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235482768.000000 Penalty: 154667.750000
Iteration 160F: 44 clusters Score -2.354828e+08 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 169507 members 
Mstep: Class 2 contains 601 members 
Mstep: Class 3 contains 30240 members 
Mstep: Class 4 contains 29828 members 
Mstep: Class 5 contains 82625 members 
Mstep: Class 6 contains 30608 members 
Mstep: Class 7 contains 14202 members 
Mstep: Class 8 contains 5847 members 
Mstep: Class 9 contains 55568 members 
Mstep: Class 10 contains 26812 members 
Mstep: Class 11 contains 15382 members 
Mstep: Class 12 contains 10077 members 
Mstep: Class 13 contains 199227 members 
Mstep: Class 14 contains 12793 members 
Mstep: Class 15 contains 150947 members 
Mstep: Class 16 contains 14656 members 
Mstep: Class 17 contains 8655 members 
Mstep: Class 18 contains 8171 members 
Mstep: Class 19 contains 8862 members 
Mstep: Class 20 contains 8983 members 
Mstep: Class 21 contains 5228 members 
Mstep: Class 22 contains 325123 members 
Mstep: Class 23 contains 5511 members 
Mstep: Class 24 contains 221 members 
Mstep: Class 25 contains 82816 members 
Mstep: Class 26 contains 824 members 
Mstep: Class 27 contains 90835 members 
Mstep: Class 28 contains 57778 members 
Mstep: Class 29 contains 5247 members 
Mstep: Class 30 contains 9068 members 
Mstep: Class 31 contains 6376 members 
Mstep: Class 32 contains 10587 members 
Mstep: Class 33 contains 42488 members 
Mstep: Class 34 contains 11271 members 
Mstep: Class 35 contains 3382 members 
Mstep: Class 36 contains 333 members 
Mstep: Class 37 contains 8376 members 
Mstep: Class 38 contains 203058 members 
Mstep: Class 39 contains 226201 members 
Mstep: Class 40 contains 10223 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 468 members 
Mstep: Class 43 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235482304.000000 Penalty: 154667.750000
Iteration 161Q: 44 clusters Score -2.354823e+08 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 169679 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 30206 members 
Mstep: Class 4 contains 29809 members 
Mstep: Class 5 contains 82635 members 
Mstep: Class 6 contains 30602 members 
Mstep: Class 7 contains 14188 members 
Mstep: Class 8 contains 5847 members 
Mstep: Class 9 contains 55577 members 
Mstep: Class 10 contains 26825 members 
Mstep: Class 11 contains 15391 members 
Mstep: Class 12 contains 10078 members 
Mstep: Class 13 contains 200874 members 
Mstep: Class 14 contains 12801 members 
Mstep: Class 15 contains 150926 members 
Mstep: Class 16 contains 14656 members 
Mstep: Class 17 contains 8565 members 
Mstep: Class 18 contains 8176 members 
Mstep: Class 19 contains 8871 members 
Mstep: Class 20 contains 8984 members 
Mstep: Class 21 contains 5236 members 
Mstep: Class 22 contains 325131 members 
Mstep: Class 23 contains 5502 members 
Mstep: Class 24 contains 221 members 
Mstep: Class 25 contains 82822 members 
Mstep: Class 26 contains 824 members 
Mstep: Class 27 contains 90862 members 
Mstep: Class 28 contains 57832 members 
Mstep: Class 29 contains 5252 members 
Mstep: Class 30 contains 9067 members 
Mstep: Class 31 contains 6369 members 
Mstep: Class 32 contains 10584 members 
Mstep: Class 33 contains 42505 members 
Mstep: Class 34 contains 11272 members 
Mstep: Class 35 contains 3385 members 
Mstep: Class 36 contains 342 members 
Mstep: Class 37 contains 8378 members 
Mstep: Class 38 contains 203202 members 
Mstep: Class 39 contains 224241 members 
Mstep: Class 40 contains 10225 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 459 members 
Mstep: Class 43 contains 711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235482704.000000 Penalty: 154667.750000
Iteration 162Q: 44 clusters Score -2.354827e+08 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 169855 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 30217 members 
Mstep: Class 4 contains 29777 members 
Mstep: Class 5 contains 82641 members 
Mstep: Class 6 contains 30580 members 
Mstep: Class 7 contains 14175 members 
Mstep: Class 8 contains 5848 members 
Mstep: Class 9 contains 55589 members 
Mstep: Class 10 contains 26830 members 
Mstep: Class 11 contains 15398 members 
Mstep: Class 12 contains 10088 members 
Mstep: Class 13 contains 202571 members 
Mstep: Class 14 contains 12799 members 
Mstep: Class 15 contains 150913 members 
Mstep: Class 16 contains 14656 members 
Mstep: Class 17 contains 8462 members 
Mstep: Class 18 contains 8173 members 
Mstep: Class 19 contains 8878 members 
Mstep: Class 20 contains 8984 members 
Mstep: Class 21 contains 5249 members 
Mstep: Class 22 contains 325119 members 
Mstep: Class 23 contains 5505 members 
Mstep: Class 24 contains 221 members 
Mstep: Class 25 contains 82823 members 
Mstep: Class 26 contains 823 members 
Mstep: Class 27 contains 90909 members 
Mstep: Class 28 contains 57885 members 
Mstep: Class 29 contains 5254 members 
Mstep: Class 30 contains 9063 members 
Mstep: Class 31 contains 6366 members 
Mstep: Class 32 contains 10588 members 
Mstep: Class 33 contains 42503 members 
Mstep: Class 34 contains 11267 members 
Mstep: Class 35 contains 3384 members 
Mstep: Class 36 contains 367 members 
Mstep: Class 37 contains 8384 members 
Mstep: Class 38 contains 203321 members 
Mstep: Class 39 contains 222272 members 
Mstep: Class 40 contains 10227 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 434 members 
Mstep: Class 43 contains 714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235482496.000000 Penalty: 154667.750000
Iteration 163Q: 44 clusters Score -2.354825e+08 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 170045 members 
Mstep: Class 2 contains 598 members 
Mstep: Class 3 contains 30219 members 
Mstep: Class 4 contains 29752 members 
Mstep: Class 5 contains 82643 members 
Mstep: Class 6 contains 30560 members 
Mstep: Class 7 contains 14168 members 
Mstep: Class 8 contains 5849 members 
Mstep: Class 9 contains 55591 members 
Mstep: Class 10 contains 26833 members 
Mstep: Class 11 contains 15400 members 
Mstep: Class 12 contains 10094 members 
Mstep: Class 13 contains 204282 members 
Mstep: Class 14 contains 12802 members 
Mstep: Class 15 contains 150900 members 
Mstep: Class 16 contains 14657 members 
Mstep: Class 17 contains 8345 members 
Mstep: Class 18 contains 8183 members 
Mstep: Class 19 contains 8876 members 
Mstep: Class 20 contains 8984 members 
Mstep: Class 21 contains 5260 members 
Mstep: Class 22 contains 325104 members 
Mstep: Class 23 contains 5516 members 
Mstep: Class 24 contains 221 members 
Mstep: Class 25 contains 82827 members 
Mstep: Class 26 contains 825 members 
Mstep: Class 27 contains 90957 members 
Mstep: Class 28 contains 57961 members 
Mstep: Class 29 contains 5254 members 
Mstep: Class 30 contains 9060 members 
Mstep: Class 31 contains 6361 members 
Mstep: Class 32 contains 10599 members 
Mstep: Class 33 contains 42509 members 
Mstep: Class 34 contains 11257 members 
Mstep: Class 35 contains 3389 members 
Mstep: Class 36 contains 386 members 
Mstep: Class 37 contains 8388 members 
Mstep: Class 38 contains 203406 members 
Mstep: Class 39 contains 220288 members 
Mstep: Class 40 contains 10232 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 417 members 
Mstep: Class 43 contains 714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235482528.000000 Penalty: 154667.750000
Iteration 164Q: 44 clusters Score -2.354825e+08 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 170227 members 
Mstep: Class 2 contains 597 members 
Mstep: Class 3 contains 30223 members 
Mstep: Class 4 contains 29732 members 
Mstep: Class 5 contains 82648 members 
Mstep: Class 6 contains 30547 members 
Mstep: Class 7 contains 14152 members 
Mstep: Class 8 contains 5849 members 
Mstep: Class 9 contains 55579 members 
Mstep: Class 10 contains 26824 members 
Mstep: Class 11 contains 15409 members 
Mstep: Class 12 contains 10092 members 
Mstep: Class 13 contains 206010 members 
Mstep: Class 14 contains 12805 members 
Mstep: Class 15 contains 150890 members 
Mstep: Class 16 contains 14654 members 
Mstep: Class 17 contains 8255 members 
Mstep: Class 18 contains 8190 members 
Mstep: Class 19 contains 8885 members 
Mstep: Class 20 contains 8983 members 
Mstep: Class 21 contains 5271 members 
Mstep: Class 22 contains 325070 members 
Mstep: Class 23 contains 5526 members 
Mstep: Class 24 contains 221 members 
Mstep: Class 25 contains 82815 members 
Mstep: Class 26 contains 827 members 
Mstep: Class 27 contains 90999 members 
Mstep: Class 28 contains 58044 members 
Mstep: Class 29 contains 5258 members 
Mstep: Class 30 contains 9058 members 
Mstep: Class 31 contains 6350 members 
Mstep: Class 32 contains 10607 members 
Mstep: Class 33 contains 42516 members 
Mstep: Class 34 contains 11259 members 
Mstep: Class 35 contains 3395 members 
Mstep: Class 36 contains 391 members 
Mstep: Class 37 contains 8386 members 
Mstep: Class 38 contains 203507 members 
Mstep: Class 39 contains 218302 members 
Mstep: Class 40 contains 10232 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 413 members 
Mstep: Class 43 contains 714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235482688.000000 Penalty: 154667.750000
Iteration 165Q: 44 clusters Score -2.354827e+08 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 170387 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 30217 members 
Mstep: Class 4 contains 29692 members 
Mstep: Class 5 contains 82660 members 
Mstep: Class 6 contains 30535 members 
Mstep: Class 7 contains 14142 members 
Mstep: Class 8 contains 5847 members 
Mstep: Class 9 contains 55578 members 
Mstep: Class 10 contains 26822 members 
Mstep: Class 11 contains 15414 members 
Mstep: Class 12 contains 10095 members 
Mstep: Class 13 contains 207600 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 15 contains 150878 members 
Mstep: Class 16 contains 14653 members 
Mstep: Class 17 contains 8207 members 
Mstep: Class 18 contains 8194 members 
Mstep: Class 19 contains 8893 members 
Mstep: Class 20 contains 8983 members 
Mstep: Class 21 contains 5280 members 
Mstep: Class 22 contains 325033 members 
Mstep: Class 23 contains 5532 members 
Mstep: Class 24 contains 221 members 
Mstep: Class 25 contains 82813 members 
Mstep: Class 26 contains 827 members 
Mstep: Class 27 contains 91060 members 
Mstep: Class 28 contains 58089 members 
Mstep: Class 29 contains 5261 members 
Mstep: Class 30 contains 9054 members 
Mstep: Class 31 contains 6345 members 
Mstep: Class 32 contains 10611 members 
Mstep: Class 33 contains 42519 members 
Mstep: Class 34 contains 11259 members 
Mstep: Class 35 contains 3395 members 
Mstep: Class 36 contains 398 members 
Mstep: Class 37 contains 8388 members 
Mstep: Class 38 contains 203623 members 
Mstep: Class 39 contains 216452 members 
Mstep: Class 40 contains 10231 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 408 members 
Mstep: Class 43 contains 714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235483296.000000 Penalty: 154667.750000
Iteration 166Q: 44 clusters Score -2.354833e+08 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 170532 members 
Mstep: Class 2 contains 590 members 
Mstep: Class 3 contains 30228 members 
Mstep: Class 4 contains 29659 members 
Mstep: Class 5 contains 82661 members 
Mstep: Class 6 contains 30529 members 
Mstep: Class 7 contains 14138 members 
Mstep: Class 8 contains 5848 members 
Mstep: Class 9 contains 55579 members 
Mstep: Class 10 contains 26813 members 
Mstep: Class 11 contains 15414 members 
Mstep: Class 12 contains 10094 members 
Mstep: Class 13 contains 209223 members 
Mstep: Class 14 contains 12815 members 
Mstep: Class 15 contains 150859 members 
Mstep: Class 16 contains 14652 members 
Mstep: Class 17 contains 8150 members 
Mstep: Class 18 contains 8201 members 
Mstep: Class 19 contains 8894 members 
Mstep: Class 20 contains 8983 members 
Mstep: Class 21 contains 5309 members 
Mstep: Class 22 contains 324989 members 
Mstep: Class 23 contains 5530 members 
Mstep: Class 24 contains 221 members 
Mstep: Class 25 contains 82808 members 
Mstep: Class 26 contains 827 members 
Mstep: Class 27 contains 91114 members 
Mstep: Class 28 contains 58134 members 
Mstep: Class 29 contains 5259 members 
Mstep: Class 30 contains 9054 members 
Mstep: Class 31 contains 6335 members 
Mstep: Class 32 contains 10609 members 
Mstep: Class 33 contains 42540 members 
Mstep: Class 34 contains 11260 members 
Mstep: Class 35 contains 3400 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 8391 members 
Mstep: Class 38 contains 203745 members 
Mstep: Class 39 contains 214566 members 
Mstep: Class 40 contains 10234 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235483408.000000 Penalty: 154667.750000
Iteration 167Q: 44 clusters Score -2.354834e+08 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 170660 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 30237 members 
Mstep: Class 4 contains 29633 members 
Mstep: Class 5 contains 82655 members 
Mstep: Class 6 contains 30521 members 
Mstep: Class 7 contains 14134 members 
Mstep: Class 8 contains 5850 members 
Mstep: Class 9 contains 55582 members 
Mstep: Class 10 contains 26814 members 
Mstep: Class 11 contains 15421 members 
Mstep: Class 12 contains 10100 members 
Mstep: Class 13 contains 210702 members 
Mstep: Class 14 contains 12818 members 
Mstep: Class 15 contains 150839 members 
Mstep: Class 16 contains 14653 members 
Mstep: Class 17 contains 8076 members 
Mstep: Class 18 contains 8205 members 
Mstep: Class 19 contains 8900 members 
Mstep: Class 20 contains 8981 members 
Mstep: Class 21 contains 5325 members 
Mstep: Class 22 contains 324937 members 
Mstep: Class 23 contains 5528 members 
Mstep: Class 24 contains 221 members 
Mstep: Class 25 contains 82804 members 
Mstep: Class 26 contains 827 members 
Mstep: Class 27 contains 91115 members 
Mstep: Class 28 contains 58181 members 
Mstep: Class 29 contains 5257 members 
Mstep: Class 30 contains 9053 members 
Mstep: Class 31 contains 6328 members 
Mstep: Class 32 contains 10603 members 
Mstep: Class 33 contains 42556 members 
Mstep: Class 34 contains 11257 members 
Mstep: Class 35 contains 3402 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 8396 members 
Mstep: Class 38 contains 203804 members 
Mstep: Class 39 contains 212984 members 
Mstep: Class 40 contains 10238 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 413 members 
Mstep: Class 43 contains 714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235483536.000000 Penalty: 154667.750000
Iteration 168Q: 44 clusters Score -2.354835e+08 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 170775 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 30248 members 
Mstep: Class 4 contains 29607 members 
Mstep: Class 5 contains 82660 members 
Mstep: Class 6 contains 30500 members 
Mstep: Class 7 contains 14121 members 
Mstep: Class 8 contains 5852 members 
Mstep: Class 9 contains 55584 members 
Mstep: Class 10 contains 26820 members 
Mstep: Class 11 contains 15426 members 
Mstep: Class 12 contains 10101 members 
Mstep: Class 13 contains 212000 members 
Mstep: Class 14 contains 12820 members 
Mstep: Class 15 contains 150818 members 
Mstep: Class 16 contains 14658 members 
Mstep: Class 17 contains 8013 members 
Mstep: Class 18 contains 8208 members 
Mstep: Class 19 contains 8903 members 
Mstep: Class 20 contains 8983 members 
Mstep: Class 21 contains 5352 members 
Mstep: Class 22 contains 324910 members 
Mstep: Class 23 contains 5535 members 
Mstep: Class 24 contains 221 members 
Mstep: Class 25 contains 82804 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 91106 members 
Mstep: Class 28 contains 58227 members 
Mstep: Class 29 contains 5255 members 
Mstep: Class 30 contains 9050 members 
Mstep: Class 31 contains 6314 members 
Mstep: Class 32 contains 10604 members 
Mstep: Class 33 contains 42573 members 
Mstep: Class 34 contains 11250 members 
Mstep: Class 35 contains 3404 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 8399 members 
Mstep: Class 38 contains 203849 members 
Mstep: Class 39 contains 211575 members 
Mstep: Class 40 contains 10244 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 413 members 
Mstep: Class 43 contains 714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235483392.000000 Penalty: 154667.750000
Iteration 169Q: 44 clusters Score -2.354834e+08 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 170845 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 30250 members 
Mstep: Class 4 contains 29598 members 
Mstep: Class 5 contains 82665 members 
Mstep: Class 6 contains 30483 members 
Mstep: Class 7 contains 14107 members 
Mstep: Class 8 contains 5850 members 
Mstep: Class 9 contains 55578 members 
Mstep: Class 10 contains 26816 members 
Mstep: Class 11 contains 15435 members 
Mstep: Class 12 contains 10098 members 
Mstep: Class 13 contains 213185 members 
Mstep: Class 14 contains 12814 members 
Mstep: Class 15 contains 150794 members 
Mstep: Class 16 contains 14667 members 
Mstep: Class 17 contains 7958 members 
Mstep: Class 18 contains 8214 members 
Mstep: Class 19 contains 8905 members 
Mstep: Class 20 contains 8984 members 
Mstep: Class 21 contains 5360 members 
Mstep: Class 22 contains 324918 members 
Mstep: Class 23 contains 5539 members 
Mstep: Class 24 contains 221 members 
Mstep: Class 25 contains 82804 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 91087 members 
Mstep: Class 28 contains 58262 members 
Mstep: Class 29 contains 5256 members 
Mstep: Class 30 contains 9050 members 
Mstep: Class 31 contains 6299 members 
Mstep: Class 32 contains 10600 members 
Mstep: Class 33 contains 42581 members 
Mstep: Class 34 contains 11251 members 
Mstep: Class 35 contains 3404 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 8399 members 
Mstep: Class 38 contains 203868 members 
Mstep: Class 39 contains 210377 members 
Mstep: Class 40 contains 10247 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 413 members 
Mstep: Class 43 contains 714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235483120.000000 Penalty: 154667.750000
Iteration 170Q: 44 clusters Score -2.354831e+08 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 170909 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 30263 members 
Mstep: Class 4 contains 29579 members 
Mstep: Class 5 contains 82668 members 
Mstep: Class 6 contains 30470 members 
Mstep: Class 7 contains 14098 members 
Mstep: Class 8 contains 5849 members 
Mstep: Class 9 contains 55582 members 
Mstep: Class 10 contains 26814 members 
Mstep: Class 11 contains 15447 members 
Mstep: Class 12 contains 10100 members 
Mstep: Class 13 contains 214205 members 
Mstep: Class 14 contains 12816 members 
Mstep: Class 15 contains 150786 members 
Mstep: Class 16 contains 14671 members 
Mstep: Class 17 contains 7911 members 
Mstep: Class 18 contains 8217 members 
Mstep: Class 19 contains 8905 members 
Mstep: Class 20 contains 8988 members 
Mstep: Class 21 contains 5372 members 
Mstep: Class 22 contains 324896 members 
Mstep: Class 23 contains 5540 members 
Mstep: Class 24 contains 221 members 
Mstep: Class 25 contains 82799 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 91073 members 
Mstep: Class 28 contains 58298 members 
Mstep: Class 29 contains 5255 members 
Mstep: Class 30 contains 9049 members 
Mstep: Class 31 contains 6287 members 
Mstep: Class 32 contains 10588 members 
Mstep: Class 33 contains 42596 members 
Mstep: Class 34 contains 11244 members 
Mstep: Class 35 contains 3400 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 8402 members 
Mstep: Class 38 contains 203883 members 
Mstep: Class 39 contains 209338 members 
Mstep: Class 40 contains 10250 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 413 members 
Mstep: Class 43 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235483440.000000 Penalty: 154667.750000
Iteration 171Q: 44 clusters Score -2.354834e+08 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 170977 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 30303 members 
Mstep: Class 4 contains 29555 members 
Mstep: Class 5 contains 82672 members 
Mstep: Class 6 contains 30464 members 
Mstep: Class 7 contains 14092 members 
Mstep: Class 8 contains 5853 members 
Mstep: Class 9 contains 55579 members 
Mstep: Class 10 contains 26819 members 
Mstep: Class 11 contains 15448 members 
Mstep: Class 12 contains 10101 members 
Mstep: Class 13 contains 214994 members 
Mstep: Class 14 contains 12819 members 
Mstep: Class 15 contains 150768 members 
Mstep: Class 16 contains 14671 members 
Mstep: Class 17 contains 7883 members 
Mstep: Class 18 contains 8222 members 
Mstep: Class 19 contains 8909 members 
Mstep: Class 20 contains 8989 members 
Mstep: Class 21 contains 5382 members 
Mstep: Class 22 contains 324877 members 
Mstep: Class 23 contains 5538 members 
Mstep: Class 24 contains 221 members 
Mstep: Class 25 contains 82797 members 
Mstep: Class 26 contains 831 members 
Mstep: Class 27 contains 91031 members 
Mstep: Class 28 contains 58329 members 
Mstep: Class 29 contains 5257 members 
Mstep: Class 30 contains 9049 members 
Mstep: Class 31 contains 6280 members 
Mstep: Class 32 contains 10586 members 
Mstep: Class 33 contains 42599 members 
Mstep: Class 34 contains 11243 members 
Mstep: Class 35 contains 3394 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 8403 members 
Mstep: Class 38 contains 203906 members 
Mstep: Class 39 contains 208506 members 
Mstep: Class 40 contains 10251 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 413 members 
Mstep: Class 43 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235483664.000000 Penalty: 154667.750000
Iteration 172Q: 44 clusters Score -2.354837e+08 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 171039 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 30342 members 
Mstep: Class 4 contains 29528 members 
Mstep: Class 5 contains 82674 members 
Mstep: Class 6 contains 30460 members 
Mstep: Class 7 contains 14080 members 
Mstep: Class 8 contains 5855 members 
Mstep: Class 9 contains 55579 members 
Mstep: Class 10 contains 26812 members 
Mstep: Class 11 contains 15448 members 
Mstep: Class 12 contains 10100 members 
Mstep: Class 13 contains 215648 members 
Mstep: Class 14 contains 12815 members 
Mstep: Class 15 contains 150753 members 
Mstep: Class 16 contains 14666 members 
Mstep: Class 17 contains 7866 members 
Mstep: Class 18 contains 8230 members 
Mstep: Class 19 contains 8909 members 
Mstep: Class 20 contains 8991 members 
Mstep: Class 21 contains 5390 members 
Mstep: Class 22 contains 324872 members 
Mstep: Class 23 contains 5530 members 
Mstep: Class 24 contains 221 members 
Mstep: Class 25 contains 82782 members 
Mstep: Class 26 contains 831 members 
Mstep: Class 27 contains 90996 members 
Mstep: Class 28 contains 58357 members 
Mstep: Class 29 contains 5256 members 
Mstep: Class 30 contains 9048 members 
Mstep: Class 31 contains 6281 members 
Mstep: Class 32 contains 10577 members 
Mstep: Class 33 contains 42618 members 
Mstep: Class 34 contains 11232 members 
Mstep: Class 35 contains 3393 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 8405 members 
Mstep: Class 38 contains 203888 members 
Mstep: Class 39 contains 207867 members 
Mstep: Class 40 contains 10259 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 413 members 
Mstep: Class 43 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235484048.000000 Penalty: 154667.750000
Iteration 173Q: 44 clusters Score -2.35484e+08 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 171049 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 30370 members 
Mstep: Class 4 contains 29512 members 
Mstep: Class 5 contains 82682 members 
Mstep: Class 6 contains 30441 members 
Mstep: Class 7 contains 14066 members 
Mstep: Class 8 contains 5857 members 
Mstep: Class 9 contains 55580 members 
Mstep: Class 10 contains 26811 members 
Mstep: Class 11 contains 15452 members 
Mstep: Class 12 contains 10102 members 
Mstep: Class 13 contains 216085 members 
Mstep: Class 14 contains 12815 members 
Mstep: Class 15 contains 150755 members 
Mstep: Class 16 contains 14667 members 
Mstep: Class 17 contains 7852 members 
Mstep: Class 18 contains 8239 members 
Mstep: Class 19 contains 8911 members 
Mstep: Class 20 contains 8992 members 
Mstep: Class 21 contains 5401 members 
Mstep: Class 22 contains 324874 members 
Mstep: Class 23 contains 5522 members 
Mstep: Class 24 contains 221 members 
Mstep: Class 25 contains 82776 members 
Mstep: Class 26 contains 831 members 
Mstep: Class 27 contains 90968 members 
Mstep: Class 28 contains 58376 members 
Mstep: Class 29 contains 5259 members 
Mstep: Class 30 contains 9045 members 
Mstep: Class 31 contains 6275 members 
Mstep: Class 32 contains 10577 members 
Mstep: Class 33 contains 42628 members 
Mstep: Class 34 contains 11220 members 
Mstep: Class 35 contains 3391 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 8404 members 
Mstep: Class 38 contains 203867 members 
Mstep: Class 39 contains 207467 members 
Mstep: Class 40 contains 10258 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 413 members 
Mstep: Class 43 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235483760.000000 Penalty: 154667.750000
Iteration 174Q: 44 clusters Score -2.354838e+08 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 171038 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 30414 members 
Mstep: Class 4 contains 29495 members 
Mstep: Class 5 contains 82685 members 
Mstep: Class 6 contains 30418 members 
Mstep: Class 7 contains 14056 members 
Mstep: Class 8 contains 5858 members 
Mstep: Class 9 contains 55582 members 
Mstep: Class 10 contains 26809 members 
Mstep: Class 11 contains 15452 members 
Mstep: Class 12 contains 10103 members 
Mstep: Class 13 contains 216328 members 
Mstep: Class 14 contains 12821 members 
Mstep: Class 15 contains 150751 members 
Mstep: Class 16 contains 14674 members 
Mstep: Class 17 contains 7837 members 
Mstep: Class 18 contains 8248 members 
Mstep: Class 19 contains 8910 members 
Mstep: Class 20 contains 8992 members 
Mstep: Class 21 contains 5416 members 
Mstep: Class 22 contains 324866 members 
Mstep: Class 23 contains 5519 members 
Mstep: Class 24 contains 221 members 
Mstep: Class 25 contains 82779 members 
Mstep: Class 26 contains 832 members 
Mstep: Class 27 contains 90946 members 
Mstep: Class 28 contains 58381 members 
Mstep: Class 29 contains 5260 members 
Mstep: Class 30 contains 9042 members 
Mstep: Class 31 contains 6274 members 
Mstep: Class 32 contains 10575 members 
Mstep: Class 33 contains 42635 members 
Mstep: Class 34 contains 11215 members 
Mstep: Class 35 contains 3390 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 8404 members 
Mstep: Class 38 contains 203851 members 
Mstep: Class 39 contains 207262 members 
Mstep: Class 40 contains 10259 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 413 members 
Mstep: Class 43 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235484352.000000 Penalty: 154667.750000
Iteration 175Q: 44 clusters Score -2.354844e+08 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 170997 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 30506 members 
Mstep: Class 4 contains 29481 members 
Mstep: Class 5 contains 82687 members 
Mstep: Class 6 contains 30390 members 
Mstep: Class 7 contains 14049 members 
Mstep: Class 8 contains 5859 members 
Mstep: Class 9 contains 55575 members 
Mstep: Class 10 contains 26813 members 
Mstep: Class 11 contains 15451 members 
Mstep: Class 12 contains 10102 members 
Mstep: Class 13 contains 216452 members 
Mstep: Class 14 contains 12820 members 
Mstep: Class 15 contains 150736 members 
Mstep: Class 16 contains 14683 members 
Mstep: Class 17 contains 7820 members 
Mstep: Class 18 contains 8252 members 
Mstep: Class 19 contains 8911 members 
Mstep: Class 20 contains 8992 members 
Mstep: Class 21 contains 5430 members 
Mstep: Class 22 contains 324881 members 
Mstep: Class 23 contains 5512 members 
Mstep: Class 24 contains 221 members 
Mstep: Class 25 contains 82790 members 
Mstep: Class 26 contains 832 members 
Mstep: Class 27 contains 90923 members 
Mstep: Class 28 contains 58389 members 
Mstep: Class 29 contains 5262 members 
Mstep: Class 30 contains 9037 members 
Mstep: Class 31 contains 6273 members 
Mstep: Class 32 contains 10572 members 
Mstep: Class 33 contains 42634 members 
Mstep: Class 34 contains 11210 members 
Mstep: Class 35 contains 3392 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 8406 members 
Mstep: Class 38 contains 203836 members 
Mstep: Class 39 contains 207158 members 
Mstep: Class 40 contains 10263 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 413 members 
Mstep: Class 43 contains 714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235484688.000000 Penalty: 154667.750000
Iteration 176Q: 44 clusters Score -2.354847e+08 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 170972 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 30602 members 
Mstep: Class 4 contains 29471 members 
Mstep: Class 5 contains 82690 members 
Mstep: Class 6 contains 30369 members 
Mstep: Class 7 contains 14044 members 
Mstep: Class 8 contains 5858 members 
Mstep: Class 9 contains 55571 members 
Mstep: Class 10 contains 26809 members 
Mstep: Class 11 contains 15450 members 
Mstep: Class 12 contains 10099 members 
Mstep: Class 13 contains 216365 members 
Mstep: Class 14 contains 12820 members 
Mstep: Class 15 contains 150726 members 
Mstep: Class 16 contains 14683 members 
Mstep: Class 17 contains 7798 members 
Mstep: Class 18 contains 8258 members 
Mstep: Class 19 contains 8909 members 
Mstep: Class 20 contains 8992 members 
Mstep: Class 21 contains 5441 members 
Mstep: Class 22 contains 324884 members 
Mstep: Class 23 contains 5504 members 
Mstep: Class 24 contains 221 members 
Mstep: Class 25 contains 82795 members 
Mstep: Class 26 contains 833 members 
Mstep: Class 27 contains 90900 members 
Mstep: Class 28 contains 58392 members 
Mstep: Class 29 contains 5262 members 
Mstep: Class 30 contains 9034 members 
Mstep: Class 31 contains 6268 members 
Mstep: Class 32 contains 10568 members 
Mstep: Class 33 contains 42630 members 
Mstep: Class 34 contains 11204 members 
Mstep: Class 35 contains 3398 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 8406 members 
Mstep: Class 38 contains 203803 members 
Mstep: Class 39 contains 207295 members 
Mstep: Class 40 contains 10272 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 413 members 
Mstep: Class 43 contains 715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235484864.000000 Penalty: 154667.750000
Iteration 177Q: 44 clusters Score -2.354849e+08 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 170912 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 30702 members 
Mstep: Class 4 contains 29462 members 
Mstep: Class 5 contains 82691 members 
Mstep: Class 6 contains 30341 members 
Mstep: Class 7 contains 14038 members 
Mstep: Class 8 contains 5858 members 
Mstep: Class 9 contains 55570 members 
Mstep: Class 10 contains 26805 members 
Mstep: Class 11 contains 15453 members 
Mstep: Class 12 contains 10099 members 
Mstep: Class 13 contains 216154 members 
Mstep: Class 14 contains 12820 members 
Mstep: Class 15 contains 150723 members 
Mstep: Class 16 contains 14688 members 
Mstep: Class 17 contains 7786 members 
Mstep: Class 18 contains 8259 members 
Mstep: Class 19 contains 8909 members 
Mstep: Class 20 contains 8993 members 
Mstep: Class 21 contains 5448 members 
Mstep: Class 22 contains 324867 members 
Mstep: Class 23 contains 5501 members 
Mstep: Class 24 contains 221 members 
Mstep: Class 25 contains 82800 members 
Mstep: Class 26 contains 833 members 
Mstep: Class 27 contains 90874 members 
Mstep: Class 28 contains 58388 members 
Mstep: Class 29 contains 5263 members 
Mstep: Class 30 contains 9030 members 
Mstep: Class 31 contains 6272 members 
Mstep: Class 32 contains 10563 members 
Mstep: Class 33 contains 42624 members 
Mstep: Class 34 contains 11191 members 
Mstep: Class 35 contains 3406 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 8406 members 
Mstep: Class 38 contains 203760 members 
Mstep: Class 39 contains 207607 members 
Mstep: Class 40 contains 10279 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 413 members 
Mstep: Class 43 contains 715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235484624.000000 Penalty: 154667.750000
Iteration 178Q: 44 clusters Score -2.354846e+08 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 170845 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 30821 members 
Mstep: Class 4 contains 29457 members 
Mstep: Class 5 contains 82693 members 
Mstep: Class 6 contains 30309 members 
Mstep: Class 7 contains 14034 members 
Mstep: Class 8 contains 5860 members 
Mstep: Class 9 contains 55576 members 
Mstep: Class 10 contains 26805 members 
Mstep: Class 11 contains 15458 members 
Mstep: Class 12 contains 10096 members 
Mstep: Class 13 contains 215834 members 
Mstep: Class 14 contains 12814 members 
Mstep: Class 15 contains 150719 members 
Mstep: Class 16 contains 14685 members 
Mstep: Class 17 contains 7772 members 
Mstep: Class 18 contains 8258 members 
Mstep: Class 19 contains 8907 members 
Mstep: Class 20 contains 8993 members 
Mstep: Class 21 contains 5454 members 
Mstep: Class 22 contains 324844 members 
Mstep: Class 23 contains 5497 members 
Mstep: Class 24 contains 221 members 
Mstep: Class 25 contains 82798 members 
Mstep: Class 26 contains 833 members 
Mstep: Class 27 contains 90845 members 
Mstep: Class 28 contains 58367 members 
Mstep: Class 29 contains 5267 members 
Mstep: Class 30 contains 9029 members 
Mstep: Class 31 contains 6273 members 
Mstep: Class 32 contains 10562 members 
Mstep: Class 33 contains 42636 members 
Mstep: Class 34 contains 11187 members 
Mstep: Class 35 contains 3408 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 8405 members 
Mstep: Class 38 contains 203702 members 
Mstep: Class 39 contains 208054 members 
Mstep: Class 40 contains 10278 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 413 members 
Mstep: Class 43 contains 715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235484544.000000 Penalty: 154667.750000
Iteration 179Q: 44 clusters Score -2.354845e+08 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 170769 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 30954 members 
Mstep: Class 4 contains 29449 members 
Mstep: Class 5 contains 82696 members 
Mstep: Class 6 contains 30290 members 
Mstep: Class 7 contains 14032 members 
Mstep: Class 8 contains 5862 members 
Mstep: Class 9 contains 55574 members 
Mstep: Class 10 contains 26801 members 
Mstep: Class 11 contains 15458 members 
Mstep: Class 12 contains 10088 members 
Mstep: Class 13 contains 215346 members 
Mstep: Class 14 contains 12813 members 
Mstep: Class 15 contains 150712 members 
Mstep: Class 16 contains 14685 members 
Mstep: Class 17 contains 7754 members 
Mstep: Class 18 contains 8260 members 
Mstep: Class 19 contains 8904 members 
Mstep: Class 20 contains 8993 members 
Mstep: Class 21 contains 5467 members 
Mstep: Class 22 contains 324813 members 
Mstep: Class 23 contains 5495 members 
Mstep: Class 24 contains 221 members 
Mstep: Class 25 contains 82793 members 
Mstep: Class 26 contains 833 members 
Mstep: Class 27 contains 90827 members 
Mstep: Class 28 contains 58361 members 
Mstep: Class 29 contains 5270 members 
Mstep: Class 30 contains 9031 members 
Mstep: Class 31 contains 6274 members 
Mstep: Class 32 contains 10559 members 
Mstep: Class 33 contains 42637 members 
Mstep: Class 34 contains 11185 members 
Mstep: Class 35 contains 3410 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 8406 members 
Mstep: Class 38 contains 203625 members 
Mstep: Class 39 contains 208670 members 
Mstep: Class 40 contains 10279 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 413 members 
Mstep: Class 43 contains 715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235485616.000000 Penalty: 154667.750000
Iteration 180F: 44 clusters Score -2.354856e+08 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 170714 members 
Mstep: Class 2 contains 594 members 
Mstep: Class 3 contains 31091 members 
Mstep: Class 4 contains 29438 members 
Mstep: Class 5 contains 82694 members 
Mstep: Class 6 contains 30268 members 
Mstep: Class 7 contains 14025 members 
Mstep: Class 8 contains 5862 members 
Mstep: Class 9 contains 55561 members 
Mstep: Class 10 contains 26798 members 
Mstep: Class 11 contains 15457 members 
Mstep: Class 12 contains 10082 members 
Mstep: Class 13 contains 214688 members 
Mstep: Class 14 contains 12815 members 
Mstep: Class 15 contains 150708 members 
Mstep: Class 16 contains 14687 members 
Mstep: Class 17 contains 7742 members 
Mstep: Class 18 contains 8258 members 
Mstep: Class 19 contains 8905 members 
Mstep: Class 20 contains 8994 members 
Mstep: Class 21 contains 5488 members 
Mstep: Class 22 contains 324819 members 
Mstep: Class 23 contains 5501 members 
Mstep: Class 24 contains 221 members 
Mstep: Class 25 contains 82790 members 
Mstep: Class 26 contains 833 members 
Mstep: Class 27 contains 90820 members 
Mstep: Class 28 contains 58351 members 
Mstep: Class 29 contains 5267 members 
Mstep: Class 30 contains 9031 members 
Mstep: Class 31 contains 6275 members 
Mstep: Class 32 contains 10557 members 
Mstep: Class 33 contains 42629 members 
Mstep: Class 34 contains 11179 members 
Mstep: Class 35 contains 3410 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 8405 members 
Mstep: Class 38 contains 203551 members 
Mstep: Class 39 contains 209403 members 
Mstep: Class 40 contains 10279 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 414 members 
Mstep: Class 43 contains 715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235485088.000000 Penalty: 154667.750000
Iteration 181Q: 44 clusters Score -2.354851e+08 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 170636 members 
Mstep: Class 2 contains 593 members 
Mstep: Class 3 contains 31230 members 
Mstep: Class 4 contains 29430 members 
Mstep: Class 5 contains 82702 members 
Mstep: Class 6 contains 30251 members 
Mstep: Class 7 contains 14018 members 
Mstep: Class 8 contains 5862 members 
Mstep: Class 9 contains 55561 members 
Mstep: Class 10 contains 26792 members 
Mstep: Class 11 contains 15457 members 
Mstep: Class 12 contains 10080 members 
Mstep: Class 13 contains 213842 members 
Mstep: Class 14 contains 12816 members 
Mstep: Class 15 contains 150701 members 
Mstep: Class 16 contains 14690 members 
Mstep: Class 17 contains 7740 members 
Mstep: Class 18 contains 8258 members 
Mstep: Class 19 contains 8904 members 
Mstep: Class 20 contains 8994 members 
Mstep: Class 21 contains 5501 members 
Mstep: Class 22 contains 324814 members 
Mstep: Class 23 contains 5500 members 
Mstep: Class 24 contains 221 members 
Mstep: Class 25 contains 82790 members 
Mstep: Class 26 contains 833 members 
Mstep: Class 27 contains 90806 members 
Mstep: Class 28 contains 58363 members 
Mstep: Class 29 contains 5266 members 
Mstep: Class 30 contains 9031 members 
Mstep: Class 31 contains 6274 members 
Mstep: Class 32 contains 10554 members 
Mstep: Class 33 contains 42622 members 
Mstep: Class 34 contains 11177 members 
Mstep: Class 35 contains 3410 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 8405 members 
Mstep: Class 38 contains 203462 members 
Mstep: Class 39 contains 210323 members 
Mstep: Class 40 contains 10279 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 415 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235485568.000000 Penalty: 154667.750000
Iteration 182Q: 44 clusters Score -2.354856e+08 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 170560 members 
Mstep: Class 2 contains 592 members 
Mstep: Class 3 contains 31380 members 
Mstep: Class 4 contains 29425 members 
Mstep: Class 5 contains 82703 members 
Mstep: Class 6 contains 30241 members 
Mstep: Class 7 contains 14009 members 
Mstep: Class 8 contains 5860 members 
Mstep: Class 9 contains 55556 members 
Mstep: Class 10 contains 26780 members 
Mstep: Class 11 contains 15454 members 
Mstep: Class 12 contains 10080 members 
Mstep: Class 13 contains 212852 members 
Mstep: Class 14 contains 12813 members 
Mstep: Class 15 contains 150695 members 
Mstep: Class 16 contains 14692 members 
Mstep: Class 17 contains 7735 members 
Mstep: Class 18 contains 8259 members 
Mstep: Class 19 contains 8904 members 
Mstep: Class 20 contains 8994 members 
Mstep: Class 21 contains 5517 members 
Mstep: Class 22 contains 324819 members 
Mstep: Class 23 contains 5495 members 
Mstep: Class 24 contains 221 members 
Mstep: Class 25 contains 82794 members 
Mstep: Class 26 contains 833 members 
Mstep: Class 27 contains 90810 members 
Mstep: Class 28 contains 58361 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 9030 members 
Mstep: Class 31 contains 6276 members 
Mstep: Class 32 contains 10548 members 
Mstep: Class 33 contains 42611 members 
Mstep: Class 34 contains 11176 members 
Mstep: Class 35 contains 3413 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 8403 members 
Mstep: Class 38 contains 203396 members 
Mstep: Class 39 contains 211355 members 
Mstep: Class 40 contains 10280 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 416 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235485712.000000 Penalty: 154667.750000
Iteration 183Q: 44 clusters Score -2.354857e+08 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 170473 members 
Mstep: Class 2 contains 584 members 
Mstep: Class 3 contains 31559 members 
Mstep: Class 4 contains 29415 members 
Mstep: Class 5 contains 82700 members 
Mstep: Class 6 contains 30221 members 
Mstep: Class 7 contains 13994 members 
Mstep: Class 8 contains 5858 members 
Mstep: Class 9 contains 55562 members 
Mstep: Class 10 contains 26770 members 
Mstep: Class 11 contains 15456 members 
Mstep: Class 12 contains 10075 members 
Mstep: Class 13 contains 211732 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 15 contains 150698 members 
Mstep: Class 16 contains 14697 members 
Mstep: Class 17 contains 7723 members 
Mstep: Class 18 contains 8261 members 
Mstep: Class 19 contains 8903 members 
Mstep: Class 20 contains 8994 members 
Mstep: Class 21 contains 5526 members 
Mstep: Class 22 contains 324829 members 
Mstep: Class 23 contains 5491 members 
Mstep: Class 24 contains 221 members 
Mstep: Class 25 contains 82795 members 
Mstep: Class 26 contains 832 members 
Mstep: Class 27 contains 90806 members 
Mstep: Class 28 contains 58356 members 
Mstep: Class 29 contains 5268 members 
Mstep: Class 30 contains 9028 members 
Mstep: Class 31 contains 6275 members 
Mstep: Class 32 contains 10544 members 
Mstep: Class 33 contains 42598 members 
Mstep: Class 34 contains 11175 members 
Mstep: Class 35 contains 3420 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 8401 members 
Mstep: Class 38 contains 203333 members 
Mstep: Class 39 contains 212518 members 
Mstep: Class 40 contains 10281 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 424 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486112.000000 Penalty: 154667.750000
Iteration 184Q: 44 clusters Score -2.354861e+08 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 170382 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 31753 members 
Mstep: Class 4 contains 29407 members 
Mstep: Class 5 contains 82698 members 
Mstep: Class 6 contains 30206 members 
Mstep: Class 7 contains 13977 members 
Mstep: Class 8 contains 5856 members 
Mstep: Class 9 contains 55560 members 
Mstep: Class 10 contains 26763 members 
Mstep: Class 11 contains 15462 members 
Mstep: Class 12 contains 10078 members 
Mstep: Class 13 contains 210497 members 
Mstep: Class 14 contains 12803 members 
Mstep: Class 15 contains 150701 members 
Mstep: Class 16 contains 14703 members 
Mstep: Class 17 contains 7714 members 
Mstep: Class 18 contains 8261 members 
Mstep: Class 19 contains 8902 members 
Mstep: Class 20 contains 8994 members 
Mstep: Class 21 contains 5539 members 
Mstep: Class 22 contains 324859 members 
Mstep: Class 23 contains 5489 members 
Mstep: Class 24 contains 221 members 
Mstep: Class 25 contains 82793 members 
Mstep: Class 26 contains 833 members 
Mstep: Class 27 contains 90813 members 
Mstep: Class 28 contains 58365 members 
Mstep: Class 29 contains 5267 members 
Mstep: Class 30 contains 9026 members 
Mstep: Class 31 contains 6273 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 42587 members 
Mstep: Class 34 contains 11169 members 
Mstep: Class 35 contains 3421 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 8405 members 
Mstep: Class 38 contains 203244 members 
Mstep: Class 39 contains 213753 members 
Mstep: Class 40 contains 10282 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 439 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486080.000000 Penalty: 154667.750000
Iteration 185Q: 44 clusters Score -2.354861e+08 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 170294 members 
Mstep: Class 2 contains 557 members 
Mstep: Class 3 contains 31971 members 
Mstep: Class 4 contains 29390 members 
Mstep: Class 5 contains 82697 members 
Mstep: Class 6 contains 30186 members 
Mstep: Class 7 contains 13966 members 
Mstep: Class 8 contains 5856 members 
Mstep: Class 9 contains 55551 members 
Mstep: Class 10 contains 26762 members 
Mstep: Class 11 contains 15465 members 
Mstep: Class 12 contains 10082 members 
Mstep: Class 13 contains 209135 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 15 contains 150696 members 
Mstep: Class 16 contains 14711 members 
Mstep: Class 17 contains 7693 members 
Mstep: Class 18 contains 8260 members 
Mstep: Class 19 contains 8900 members 
Mstep: Class 20 contains 8994 members 
Mstep: Class 21 contains 5553 members 
Mstep: Class 22 contains 324906 members 
Mstep: Class 23 contains 5485 members 
Mstep: Class 24 contains 221 members 
Mstep: Class 25 contains 82798 members 
Mstep: Class 26 contains 833 members 
Mstep: Class 27 contains 90821 members 
Mstep: Class 28 contains 58389 members 
Mstep: Class 29 contains 5266 members 
Mstep: Class 30 contains 9024 members 
Mstep: Class 31 contains 6274 members 
Mstep: Class 32 contains 10534 members 
Mstep: Class 33 contains 42576 members 
Mstep: Class 34 contains 11172 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 8406 members 
Mstep: Class 38 contains 203173 members 
Mstep: Class 39 contains 215043 members 
Mstep: Class 40 contains 10283 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486640.000000 Penalty: 154667.750000
Iteration 186Q: 44 clusters Score -2.354866e+08 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 170206 members 
Mstep: Class 2 contains 553 members 
Mstep: Class 3 contains 32184 members 
Mstep: Class 4 contains 29375 members 
Mstep: Class 5 contains 82698 members 
Mstep: Class 6 contains 30157 members 
Mstep: Class 7 contains 13951 members 
Mstep: Class 8 contains 5857 members 
Mstep: Class 9 contains 55540 members 
Mstep: Class 10 contains 26752 members 
Mstep: Class 11 contains 15468 members 
Mstep: Class 12 contains 10080 members 
Mstep: Class 13 contains 207796 members 
Mstep: Class 14 contains 12805 members 
Mstep: Class 15 contains 150689 members 
Mstep: Class 16 contains 14716 members 
Mstep: Class 17 contains 7678 members 
Mstep: Class 18 contains 8260 members 
Mstep: Class 19 contains 8897 members 
Mstep: Class 20 contains 8994 members 
Mstep: Class 21 contains 5566 members 
Mstep: Class 22 contains 324930 members 
Mstep: Class 23 contains 5483 members 
Mstep: Class 24 contains 221 members 
Mstep: Class 25 contains 82800 members 
Mstep: Class 26 contains 832 members 
Mstep: Class 27 contains 90820 members 
Mstep: Class 28 contains 58406 members 
Mstep: Class 29 contains 5269 members 
Mstep: Class 30 contains 9020 members 
Mstep: Class 31 contains 6276 members 
Mstep: Class 32 contains 10530 members 
Mstep: Class 33 contains 42563 members 
Mstep: Class 34 contains 11172 members 
Mstep: Class 35 contains 3423 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 8408 members 
Mstep: Class 38 contains 203090 members 
Mstep: Class 39 contains 216400 members 
Mstep: Class 40 contains 10283 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 454 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486352.000000 Penalty: 154667.750000
Iteration 187Q: 44 clusters Score -2.354864e+08 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 170115 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 32386 members 
Mstep: Class 4 contains 29362 members 
Mstep: Class 5 contains 82699 members 
Mstep: Class 6 contains 30140 members 
Mstep: Class 7 contains 13933 members 
Mstep: Class 8 contains 5857 members 
Mstep: Class 9 contains 55532 members 
Mstep: Class 10 contains 26745 members 
Mstep: Class 11 contains 15475 members 
Mstep: Class 12 contains 10084 members 
Mstep: Class 13 contains 206350 members 
Mstep: Class 14 contains 12806 members 
Mstep: Class 15 contains 150686 members 
Mstep: Class 16 contains 14717 members 
Mstep: Class 17 contains 7661 members 
Mstep: Class 18 contains 8259 members 
Mstep: Class 19 contains 8897 members 
Mstep: Class 20 contains 8994 members 
Mstep: Class 21 contains 5577 members 
Mstep: Class 22 contains 324960 members 
Mstep: Class 23 contains 5483 members 
Mstep: Class 24 contains 221 members 
Mstep: Class 25 contains 82794 members 
Mstep: Class 26 contains 832 members 
Mstep: Class 27 contains 90800 members 
Mstep: Class 28 contains 58436 members 
Mstep: Class 29 contains 5268 members 
Mstep: Class 30 contains 9016 members 
Mstep: Class 31 contains 6277 members 
Mstep: Class 32 contains 10527 members 
Mstep: Class 33 contains 42553 members 
Mstep: Class 34 contains 11175 members 
Mstep: Class 35 contains 3421 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 8407 members 
Mstep: Class 38 contains 203019 members 
Mstep: Class 39 contains 217848 members 
Mstep: Class 40 contains 10283 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 454 members 
Mstep: Class 43 contains 717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486720.000000 Penalty: 154667.750000
Iteration 188Q: 44 clusters Score -2.354867e+08 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 170017 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 32598 members 
Mstep: Class 4 contains 29344 members 
Mstep: Class 5 contains 82702 members 
Mstep: Class 6 contains 30121 members 
Mstep: Class 7 contains 13923 members 
Mstep: Class 8 contains 5857 members 
Mstep: Class 9 contains 55528 members 
Mstep: Class 10 contains 26734 members 
Mstep: Class 11 contains 15478 members 
Mstep: Class 12 contains 10085 members 
Mstep: Class 13 contains 204816 members 
Mstep: Class 14 contains 12803 members 
Mstep: Class 15 contains 150683 members 
Mstep: Class 16 contains 14719 members 
Mstep: Class 17 contains 7652 members 
Mstep: Class 18 contains 8255 members 
Mstep: Class 19 contains 8899 members 
Mstep: Class 20 contains 8994 members 
Mstep: Class 21 contains 5591 members 
Mstep: Class 22 contains 325003 members 
Mstep: Class 23 contains 5484 members 
Mstep: Class 24 contains 221 members 
Mstep: Class 25 contains 82789 members 
Mstep: Class 26 contains 832 members 
Mstep: Class 27 contains 90793 members 
Mstep: Class 28 contains 58451 members 
Mstep: Class 29 contains 5266 members 
Mstep: Class 30 contains 9013 members 
Mstep: Class 31 contains 6278 members 
Mstep: Class 32 contains 10527 members 
Mstep: Class 33 contains 42545 members 
Mstep: Class 34 contains 11175 members 
Mstep: Class 35 contains 3424 members 
Mstep: Class 36 contains 402 members 
Mstep: Class 37 contains 8407 members 
Mstep: Class 38 contains 202934 members 
Mstep: Class 39 contains 219369 members 
Mstep: Class 40 contains 10285 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 453 members 
Mstep: Class 43 contains 717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486800.000000 Penalty: 154667.750000
Iteration 189Q: 44 clusters Score -2.354868e+08 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 169939 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 32837 members 
Mstep: Class 4 contains 29327 members 
Mstep: Class 5 contains 82699 members 
Mstep: Class 6 contains 30101 members 
Mstep: Class 7 contains 13911 members 
Mstep: Class 8 contains 5857 members 
Mstep: Class 9 contains 55523 members 
Mstep: Class 10 contains 26726 members 
Mstep: Class 11 contains 15476 members 
Mstep: Class 12 contains 10080 members 
Mstep: Class 13 contains 203357 members 
Mstep: Class 14 contains 12798 members 
Mstep: Class 15 contains 150678 members 
Mstep: Class 16 contains 14723 members 
Mstep: Class 17 contains 7643 members 
Mstep: Class 18 contains 8251 members 
Mstep: Class 19 contains 8899 members 
Mstep: Class 20 contains 8995 members 
Mstep: Class 21 contains 5606 members 
Mstep: Class 22 contains 325069 members 
Mstep: Class 23 contains 5482 members 
Mstep: Class 24 contains 221 members 
Mstep: Class 25 contains 82789 members 
Mstep: Class 26 contains 832 members 
Mstep: Class 27 contains 90799 members 
Mstep: Class 28 contains 58472 members 
Mstep: Class 29 contains 5266 members 
Mstep: Class 30 contains 9009 members 
Mstep: Class 31 contains 6276 members 
Mstep: Class 32 contains 10522 members 
Mstep: Class 33 contains 42534 members 
Mstep: Class 34 contains 11170 members 
Mstep: Class 35 contains 3426 members 
Mstep: Class 36 contains 403 members 
Mstep: Class 37 contains 8407 members 
Mstep: Class 38 contains 202854 members 
Mstep: Class 39 contains 220754 members 
Mstep: Class 40 contains 10287 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235487184.000000 Penalty: 154667.750000
Iteration 190Q: 44 clusters Score -2.354872e+08 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 169854 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 33073 members 
Mstep: Class 4 contains 29306 members 
Mstep: Class 5 contains 82694 members 
Mstep: Class 6 contains 30080 members 
Mstep: Class 7 contains 13905 members 
Mstep: Class 8 contains 5857 members 
Mstep: Class 9 contains 55512 members 
Mstep: Class 10 contains 26720 members 
Mstep: Class 11 contains 15476 members 
Mstep: Class 12 contains 10077 members 
Mstep: Class 13 contains 201917 members 
Mstep: Class 14 contains 12799 members 
Mstep: Class 15 contains 150671 members 
Mstep: Class 16 contains 14723 members 
Mstep: Class 17 contains 7627 members 
Mstep: Class 18 contains 8246 members 
Mstep: Class 19 contains 8897 members 
Mstep: Class 20 contains 8996 members 
Mstep: Class 21 contains 5625 members 
Mstep: Class 22 contains 325139 members 
Mstep: Class 23 contains 5475 members 
Mstep: Class 24 contains 221 members 
Mstep: Class 25 contains 82781 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 90812 members 
Mstep: Class 28 contains 58478 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 9007 members 
Mstep: Class 31 contains 6275 members 
Mstep: Class 32 contains 10531 members 
Mstep: Class 33 contains 42525 members 
Mstep: Class 34 contains 11170 members 
Mstep: Class 35 contains 3426 members 
Mstep: Class 36 contains 404 members 
Mstep: Class 37 contains 8409 members 
Mstep: Class 38 contains 202787 members 
Mstep: Class 39 contains 222121 members 
Mstep: Class 40 contains 10288 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 451 members 
Mstep: Class 43 contains 717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235487056.000000 Penalty: 154667.750000
Iteration 191Q: 44 clusters Score -2.354871e+08 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 169766 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 33300 members 
Mstep: Class 4 contains 29288 members 
Mstep: Class 5 contains 82698 members 
Mstep: Class 6 contains 30057 members 
Mstep: Class 7 contains 13893 members 
Mstep: Class 8 contains 5857 members 
Mstep: Class 9 contains 55504 members 
Mstep: Class 10 contains 26717 members 
Mstep: Class 11 contains 15475 members 
Mstep: Class 12 contains 10076 members 
Mstep: Class 13 contains 200380 members 
Mstep: Class 14 contains 12799 members 
Mstep: Class 15 contains 150659 members 
Mstep: Class 16 contains 14728 members 
Mstep: Class 17 contains 7620 members 
Mstep: Class 18 contains 8245 members 
Mstep: Class 19 contains 8896 members 
Mstep: Class 20 contains 8997 members 
Mstep: Class 21 contains 5643 members 
Mstep: Class 22 contains 325232 members 
Mstep: Class 23 contains 5470 members 
Mstep: Class 24 contains 221 members 
Mstep: Class 25 contains 82770 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 90813 members 
Mstep: Class 28 contains 58468 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 9005 members 
Mstep: Class 31 contains 6275 members 
Mstep: Class 32 contains 10536 members 
Mstep: Class 33 contains 42512 members 
Mstep: Class 34 contains 11170 members 
Mstep: Class 35 contains 3431 members 
Mstep: Class 36 contains 405 members 
Mstep: Class 37 contains 8412 members 
Mstep: Class 38 contains 202720 members 
Mstep: Class 39 contains 223577 members 
Mstep: Class 40 contains 10290 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235487488.000000 Penalty: 154667.750000
Iteration 192Q: 44 clusters Score -2.354875e+08 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 169670 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 33517 members 
Mstep: Class 4 contains 29282 members 
Mstep: Class 5 contains 82707 members 
Mstep: Class 6 contains 30047 members 
Mstep: Class 7 contains 13886 members 
Mstep: Class 8 contains 5854 members 
Mstep: Class 9 contains 55500 members 
Mstep: Class 10 contains 26707 members 
Mstep: Class 11 contains 15474 members 
Mstep: Class 12 contains 10074 members 
Mstep: Class 13 contains 198851 members 
Mstep: Class 14 contains 12801 members 
Mstep: Class 15 contains 150651 members 
Mstep: Class 16 contains 14733 members 
Mstep: Class 17 contains 7616 members 
Mstep: Class 18 contains 8246 members 
Mstep: Class 19 contains 8891 members 
Mstep: Class 20 contains 9000 members 
Mstep: Class 21 contains 5661 members 
Mstep: Class 22 contains 325320 members 
Mstep: Class 23 contains 5469 members 
Mstep: Class 24 contains 221 members 
Mstep: Class 25 contains 82766 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 90817 members 
Mstep: Class 28 contains 58450 members 
Mstep: Class 29 contains 5264 members 
Mstep: Class 30 contains 9003 members 
Mstep: Class 31 contains 6274 members 
Mstep: Class 32 contains 10536 members 
Mstep: Class 33 contains 42507 members 
Mstep: Class 34 contains 11171 members 
Mstep: Class 35 contains 3432 members 
Mstep: Class 36 contains 405 members 
Mstep: Class 37 contains 8412 members 
Mstep: Class 38 contains 202660 members 
Mstep: Class 39 contains 225001 members 
Mstep: Class 40 contains 10294 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486912.000000 Penalty: 154667.750000
Iteration 193Q: 44 clusters Score -2.354869e+08 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 169561 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 33719 members 
Mstep: Class 4 contains 29267 members 
Mstep: Class 5 contains 82701 members 
Mstep: Class 6 contains 30032 members 
Mstep: Class 7 contains 13881 members 
Mstep: Class 8 contains 5852 members 
Mstep: Class 9 contains 55491 members 
Mstep: Class 10 contains 26700 members 
Mstep: Class 11 contains 15475 members 
Mstep: Class 12 contains 10071 members 
Mstep: Class 13 contains 197449 members 
Mstep: Class 14 contains 12798 members 
Mstep: Class 15 contains 150647 members 
Mstep: Class 16 contains 14741 members 
Mstep: Class 17 contains 7604 members 
Mstep: Class 18 contains 8246 members 
Mstep: Class 19 contains 8892 members 
Mstep: Class 20 contains 9001 members 
Mstep: Class 21 contains 5677 members 
Mstep: Class 22 contains 325386 members 
Mstep: Class 23 contains 5468 members 
Mstep: Class 24 contains 221 members 
Mstep: Class 25 contains 82760 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 90833 members 
Mstep: Class 28 contains 58475 members 
Mstep: Class 29 contains 5267 members 
Mstep: Class 30 contains 9001 members 
Mstep: Class 31 contains 6272 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 42506 members 
Mstep: Class 34 contains 11167 members 
Mstep: Class 35 contains 3432 members 
Mstep: Class 36 contains 405 members 
Mstep: Class 37 contains 8410 members 
Mstep: Class 38 contains 202607 members 
Mstep: Class 39 contains 226319 members 
Mstep: Class 40 contains 10297 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486832.000000 Penalty: 154667.750000
Iteration 194Q: 44 clusters Score -2.354868e+08 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 169489 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 33895 members 
Mstep: Class 4 contains 29256 members 
Mstep: Class 5 contains 82704 members 
Mstep: Class 6 contains 30017 members 
Mstep: Class 7 contains 13874 members 
Mstep: Class 8 contains 5853 members 
Mstep: Class 9 contains 55483 members 
Mstep: Class 10 contains 26687 members 
Mstep: Class 11 contains 15475 members 
Mstep: Class 12 contains 10062 members 
Mstep: Class 13 contains 196117 members 
Mstep: Class 14 contains 12795 members 
Mstep: Class 15 contains 150640 members 
Mstep: Class 16 contains 14743 members 
Mstep: Class 17 contains 7599 members 
Mstep: Class 18 contains 8247 members 
Mstep: Class 19 contains 8891 members 
Mstep: Class 20 contains 9000 members 
Mstep: Class 21 contains 5687 members 
Mstep: Class 22 contains 325459 members 
Mstep: Class 23 contains 5469 members 
Mstep: Class 24 contains 221 members 
Mstep: Class 25 contains 82759 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 90863 members 
Mstep: Class 28 contains 58484 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 8998 members 
Mstep: Class 31 contains 6272 members 
Mstep: Class 32 contains 10540 members 
Mstep: Class 33 contains 42500 members 
Mstep: Class 34 contains 11168 members 
Mstep: Class 35 contains 3431 members 
Mstep: Class 36 contains 405 members 
Mstep: Class 37 contains 8408 members 
Mstep: Class 38 contains 202546 members 
Mstep: Class 39 contains 227567 members 
Mstep: Class 40 contains 10301 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235487120.000000 Penalty: 154667.750000
Iteration 195Q: 44 clusters Score -2.354871e+08 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 169417 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 34082 members 
Mstep: Class 4 contains 29243 members 
Mstep: Class 5 contains 82709 members 
Mstep: Class 6 contains 29998 members 
Mstep: Class 7 contains 13875 members 
Mstep: Class 8 contains 5852 members 
Mstep: Class 9 contains 55475 members 
Mstep: Class 10 contains 26676 members 
Mstep: Class 11 contains 15473 members 
Mstep: Class 12 contains 10062 members 
Mstep: Class 13 contains 194854 members 
Mstep: Class 14 contains 12784 members 
Mstep: Class 15 contains 150633 members 
Mstep: Class 16 contains 14741 members 
Mstep: Class 17 contains 7588 members 
Mstep: Class 18 contains 8241 members 
Mstep: Class 19 contains 8886 members 
Mstep: Class 20 contains 9000 members 
Mstep: Class 21 contains 5708 members 
Mstep: Class 22 contains 325530 members 
Mstep: Class 23 contains 5470 members 
Mstep: Class 24 contains 221 members 
Mstep: Class 25 contains 82755 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 90896 members 
Mstep: Class 28 contains 58495 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 8994 members 
Mstep: Class 31 contains 6272 members 
Mstep: Class 32 contains 10544 members 
Mstep: Class 33 contains 42488 members 
Mstep: Class 34 contains 11169 members 
Mstep: Class 35 contains 3432 members 
Mstep: Class 36 contains 405 members 
Mstep: Class 37 contains 8406 members 
Mstep: Class 38 contains 202493 members 
Mstep: Class 39 contains 228736 members 
Mstep: Class 40 contains 10303 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486912.000000 Penalty: 154667.750000
Iteration 196Q: 44 clusters Score -2.354869e+08 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 169358 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 34259 members 
Mstep: Class 4 contains 29231 members 
Mstep: Class 5 contains 82711 members 
Mstep: Class 6 contains 29986 members 
Mstep: Class 7 contains 13872 members 
Mstep: Class 8 contains 5852 members 
Mstep: Class 9 contains 55467 members 
Mstep: Class 10 contains 26661 members 
Mstep: Class 11 contains 15471 members 
Mstep: Class 12 contains 10062 members 
Mstep: Class 13 contains 193639 members 
Mstep: Class 14 contains 12784 members 
Mstep: Class 15 contains 150624 members 
Mstep: Class 16 contains 14739 members 
Mstep: Class 17 contains 7584 members 
Mstep: Class 18 contains 8242 members 
Mstep: Class 19 contains 8886 members 
Mstep: Class 20 contains 9001 members 
Mstep: Class 21 contains 5738 members 
Mstep: Class 22 contains 325600 members 
Mstep: Class 23 contains 5468 members 
Mstep: Class 24 contains 221 members 
Mstep: Class 25 contains 82745 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 90915 members 
Mstep: Class 28 contains 58483 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 8989 members 
Mstep: Class 31 contains 6271 members 
Mstep: Class 32 contains 10549 members 
Mstep: Class 33 contains 42484 members 
Mstep: Class 34 contains 11164 members 
Mstep: Class 35 contains 3434 members 
Mstep: Class 36 contains 405 members 
Mstep: Class 37 contains 8407 members 
Mstep: Class 38 contains 202449 members 
Mstep: Class 39 contains 229852 members 
Mstep: Class 40 contains 10304 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486112.000000 Penalty: 154667.750000
Iteration 197Q: 44 clusters Score -2.354861e+08 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 169308 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 34427 members 
Mstep: Class 4 contains 29218 members 
Mstep: Class 5 contains 82707 members 
Mstep: Class 6 contains 29974 members 
Mstep: Class 7 contains 13867 members 
Mstep: Class 8 contains 5849 members 
Mstep: Class 9 contains 55453 members 
Mstep: Class 10 contains 26647 members 
Mstep: Class 11 contains 15476 members 
Mstep: Class 12 contains 10058 members 
Mstep: Class 13 contains 192471 members 
Mstep: Class 14 contains 12776 members 
Mstep: Class 15 contains 150624 members 
Mstep: Class 16 contains 14740 members 
Mstep: Class 17 contains 7584 members 
Mstep: Class 18 contains 8240 members 
Mstep: Class 19 contains 8886 members 
Mstep: Class 20 contains 9002 members 
Mstep: Class 21 contains 5755 members 
Mstep: Class 22 contains 325681 members 
Mstep: Class 23 contains 5468 members 
Mstep: Class 24 contains 221 members 
Mstep: Class 25 contains 82739 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 90941 members 
Mstep: Class 28 contains 58477 members 
Mstep: Class 29 contains 5266 members 
Mstep: Class 30 contains 8987 members 
Mstep: Class 31 contains 6270 members 
Mstep: Class 32 contains 10558 members 
Mstep: Class 33 contains 42481 members 
Mstep: Class 34 contains 11162 members 
Mstep: Class 35 contains 3435 members 
Mstep: Class 36 contains 405 members 
Mstep: Class 37 contains 8409 members 
Mstep: Class 38 contains 202408 members 
Mstep: Class 39 contains 230898 members 
Mstep: Class 40 contains 10304 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486368.000000 Penalty: 154667.750000
Iteration 198Q: 44 clusters Score -2.354864e+08 nChanged 2435
Entering ConstructFrom: 
Score: -235486368.000000 Penalty: 154667.750000
Entering ConstructFrom: 
Trying to split cluster 1 (169266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169266 members 
Entering Unmasked Estep 
Score: -20679212.000000 Penalty: 2985.728271
	Iteration 0F: 2 clusters Score -2.067921e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84748 members 
Mstep: Class 2 contains 84518 members 
Entering Unmasked Estep 
Score: -20566084.000000 Penalty: 5971.456543
	Iteration 0F: 3 clusters Score -2.056608e+07 nChanged 81448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86544 members 
Mstep: Class 2 contains 82722 members 
Entering Unmasked Estep 
Score: -20613662.000000 Penalty: 5971.456543
	Iteration 1F: 3 clusters Score -2.061366e+07 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87395 members 
Mstep: Class 2 contains 81871 members 
Entering Unmasked Estep 
Score: -20614658.000000 Penalty: 5971.456543
	Iteration 2Q: 3 clusters Score -2.061466e+07 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88713 members 
Mstep: Class 2 contains 80553 members 
Entering Unmasked Estep 
Score: -20615866.000000 Penalty: 5971.456543
	Iteration 3Q: 3 clusters Score -2.061587e+07 nChanged 5301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90660 members 
Mstep: Class 2 contains 78606 members 
Entering Unmasked Estep 
Score: -20617248.000000 Penalty: 5971.456543
	Iteration 4Q: 3 clusters Score -2.061725e+07 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93582 members 
Mstep: Class 2 contains 75684 members 
Entering Unmasked Estep 
Score: -20619154.000000 Penalty: 5971.456543
	Iteration 5Q: 3 clusters Score -2.061915e+07 nChanged 6792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98032 members 
Mstep: Class 2 contains 71234 members 
Entering Unmasked Estep 
Score: -20622230.000000 Penalty: 5971.456543
	Iteration 6Q: 3 clusters Score -2.062223e+07 nChanged 8126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104234 members 
Mstep: Class 2 contains 65032 members 
Entering Unmasked Estep 
Score: -20626880.000000 Penalty: 5971.456543
	Iteration 7Q: 3 clusters Score -2.062688e+07 nChanged 9571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112149 members 
Mstep: Class 2 contains 57117 members 
Entering Unmasked Estep 
Score: -20633714.000000 Penalty: 5971.456543
	Iteration 8F: 3 clusters Score -2.063371e+07 nChanged 10221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120946 members 
Mstep: Class 2 contains 48320 members 
Entering Unmasked Estep 
Score: -20641700.000000 Penalty: 5971.456543
	Iteration 9F: 3 clusters Score -2.06417e+07 nChanged 9651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129435 members 
Mstep: Class 2 contains 39831 members 
Entering Unmasked Estep 
Score: -20649306.000000 Penalty: 5971.456543
	Iteration 10F: 3 clusters Score -2.064931e+07 nChanged 8169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136652 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -20655260.000000 Penalty: 5971.456543
	Iteration 11Q: 3 clusters Score -2.065526e+07 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142702 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -20659758.000000 Penalty: 5971.456543
	Iteration 12Q: 3 clusters Score -2.065976e+07 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147796 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -20663148.000000 Penalty: 5971.456543
	Iteration 13Q: 3 clusters Score -2.066315e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152059 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -20665760.000000 Penalty: 5971.456543
	Iteration 14Q: 3 clusters Score -2.066576e+07 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155811 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -20668148.000000 Penalty: 5971.456543
	Iteration 15Q: 3 clusters Score -2.066815e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159067 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -20670260.000000 Penalty: 5971.456543
	Iteration 16Q: 3 clusters Score -2.067026e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161796 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -20672062.000000 Penalty: 5971.456543
	Iteration 17Q: 3 clusters Score -2.067206e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163976 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -20673434.000000 Penalty: 5971.456543
	Iteration 18Q: 3 clusters Score -2.067343e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165526 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -20674426.000000 Penalty: 5971.456543
	Iteration 19Q: 3 clusters Score -2.067443e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166622 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -20675138.000000 Penalty: 5971.456543
	Iteration 20F: 3 clusters Score -2.067514e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167367 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -20675630.000000 Penalty: 5971.456543
	Iteration 21Q: 3 clusters Score -2.067563e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167800 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -20675914.000000 Penalty: 5971.456543
	Iteration 22Q: 3 clusters Score -2.067591e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168082 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -20676112.000000 Penalty: 5971.456543
	Iteration 23Q: 3 clusters Score -2.067611e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168269 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -20676280.000000 Penalty: 5971.456543
	Iteration 24Q: 3 clusters Score -2.067628e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168391 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -20676336.000000 Penalty: 5971.456543
	Iteration 25Q: 3 clusters Score -2.067634e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168490 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -20676416.000000 Penalty: 5971.456543
	Iteration 26Q: 3 clusters Score -2.067642e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168556 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -20676456.000000 Penalty: 5971.456543
	Iteration 27Q: 3 clusters Score -2.067646e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168590 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -20676470.000000 Penalty: 5971.456543
	Iteration 28Q: 3 clusters Score -2.067647e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168614 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -20676478.000000 Penalty: 5971.456543
	Iteration 29Q: 3 clusters Score -2.067648e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168635 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -20676484.000000 Penalty: 5971.456543
	Iteration 30Q: 3 clusters Score -2.067648e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168652 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -20676488.000000 Penalty: 5971.456543
	Iteration 31Q: 3 clusters Score -2.067649e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168663 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -20676504.000000 Penalty: 5971.456543
	Iteration 32Q: 3 clusters Score -2.06765e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168673 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -20676504.000000 Penalty: 5971.456543
	Iteration 33Q: 3 clusters Score -2.06765e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168683 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -20676516.000000 Penalty: 5971.456543
	Iteration 34Q: 3 clusters Score -2.067652e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168693 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -20676546.000000 Penalty: 5971.456543
	Iteration 35Q: 3 clusters Score -2.067655e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168708 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -20676562.000000 Penalty: 5971.456543
	Iteration 36Q: 3 clusters Score -2.067656e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168715 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -20676582.000000 Penalty: 5971.456543
	Iteration 37Q: 3 clusters Score -2.067658e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168722 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -20676584.000000 Penalty: 5971.456543
	Iteration 38Q: 3 clusters Score -2.067658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168725 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -20676578.000000 Penalty: 5971.456543
	Iteration 39Q: 3 clusters Score -2.067658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168726 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -20676580.000000 Penalty: 5971.456543
	Iteration 40F: 3 clusters Score -2.067658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168728 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -20676590.000000 Penalty: 5971.456543
	Iteration 41Q: 3 clusters Score -2.067659e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168729 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -20676580.000000 Penalty: 5971.456543
	Iteration 42Q: 3 clusters Score -2.067658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168730 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -20676584.000000 Penalty: 5971.456543
	Iteration 43Q: 3 clusters Score -2.067658e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168734 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -20676596.000000 Penalty: 5971.456543
	Iteration 44Q: 3 clusters Score -2.06766e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168735 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -20676606.000000 Penalty: 5971.456543
	Iteration 45Q: 3 clusters Score -2.067661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168736 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -20676614.000000 Penalty: 5971.456543
	Iteration 46Q: 3 clusters Score -2.067661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168739 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -20676610.000000 Penalty: 5971.456543
	Iteration 47Q: 3 clusters Score -2.067661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168741 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -20676618.000000 Penalty: 5971.456543
	Iteration 48Q: 3 clusters Score -2.067662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168740 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -20676610.000000 Penalty: 5971.456543
	Iteration 49Q: 3 clusters Score -2.067661e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168741 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -20676608.000000 Penalty: 5971.456543
	Iteration 50Q: 3 clusters Score -2.067661e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168741 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -20676608.000000 Penalty: 5971.456543
	Iteration 51F: 3 clusters Score -2.067661e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Entering Unmasked Estep 
Score: -48863.042969 Penalty: 1565.310181
	Iteration 0F: 2 clusters Score -48863.04 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 271 members 
Entering Unmasked Estep 
Score: -47527.500000 Penalty: 3130.620361
	Iteration 0F: 3 clusters Score -47527.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -48417.359375 Penalty: 3130.620361
	Iteration 1F: 3 clusters Score -48417.36 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -49046.046875 Penalty: 3130.620361
	Iteration 2F: 3 clusters Score -49046.05 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -49275.140625 Penalty: 3130.620361
	Iteration 3F: 3 clusters Score -49275.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -49388.625000 Penalty: 3130.620361
	Iteration 4Q: 3 clusters Score -49388.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -49448.957031 Penalty: 3130.620361
	Iteration 5Q: 3 clusters Score -49448.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -49472.515625 Penalty: 3130.620361
	Iteration 6Q: 3 clusters Score -49472.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -49529.957031 Penalty: 3130.620361
	Iteration 7Q: 3 clusters Score -49529.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -49574.640625 Penalty: 3130.620361
	Iteration 8Q: 3 clusters Score -49574.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -49581.523438 Penalty: 3130.620361
	Iteration 9Q: 3 clusters Score -49581.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -49581.523438 Penalty: 3130.620361
	Iteration 10F: 3 clusters Score -49581.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 169266 members 
Mstep: Class 2 contains 162 members 
Mstep: Class 3 contains 34592 members 
Mstep: Class 4 contains 29201 members 
Mstep: Class 5 contains 82709 members 
Mstep: Class 6 contains 29958 members 
Mstep: Class 7 contains 13864 members 
Mstep: Class 8 contains 5850 members 
Mstep: Class 9 contains 55454 members 
Mstep: Class 10 contains 26624 members 
Mstep: Class 11 contains 15477 members 
Mstep: Class 12 contains 10057 members 
Mstep: Class 13 contains 191448 members 
Mstep: Class 14 contains 12776 members 
Mstep: Class 15 contains 150616 members 
Mstep: Class 16 contains 14736 members 
Mstep: Class 17 contains 7578 members 
Mstep: Class 18 contains 8235 members 
Mstep: Class 19 contains 8883 members 
Mstep: Class 20 contains 9003 members 
Mstep: Class 21 contains 5778 members 
Mstep: Class 22 contains 325761 members 
Mstep: Class 23 contains 5471 members 
Mstep: Class 24 contains 221 members 
Mstep: Class 25 contains 82737 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 90978 members 
Mstep: Class 28 contains 58468 members 
Mstep: Class 29 contains 5264 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 6271 members 
Mstep: Class 32 contains 10562 members 
Mstep: Class 33 contains 42473 members 
Mstep: Class 34 contains 11162 members 
Mstep: Class 35 contains 3435 members 
Mstep: Class 36 contains 405 members 
Mstep: Class 37 contains 8407 members 
Mstep: Class 38 contains 202364 members 
Mstep: Class 39 contains 231800 members 
Mstep: Class 40 contains 10302 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 717 members 
Mstep: Class 44 contains 389 members 
Entering Unmasked Estep 
Score: -235484768.000000 Penalty: 158264.671875
Splitting cluster 2 changes total score from -235486368.000000 to -235484768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (34592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34592 members 
Entering Unmasked Estep 
Score: -4151280.250000 Penalty: 2591.941650
	Iteration 0F: 2 clusters Score -4151280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -4127734.000000 Penalty: 5183.883301
	Iteration 0F: 3 clusters Score -4127734 nChanged 15699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -4137286.750000 Penalty: 5183.883301
	Iteration 1F: 3 clusters Score -4137287 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -4138694.250000 Penalty: 5183.883301
	Iteration 2F: 3 clusters Score -4138694 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -4140451.750000 Penalty: 5183.883301
	Iteration 3F: 3 clusters Score -4140452 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -4142377.500000 Penalty: 5183.883301
	Iteration 4F: 3 clusters Score -4142378 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -4144239.750000 Penalty: 5183.883301
	Iteration 5F: 3 clusters Score -4144240 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -4146097.000000 Penalty: 5183.883301
	Iteration 6F: 3 clusters Score -4146097 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -4147932.750000 Penalty: 5183.883301
	Iteration 7F: 3 clusters Score -4147933 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -4149221.250000 Penalty: 5183.883301
	Iteration 8Q: 3 clusters Score -4149221 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -4149552.000000 Penalty: 5183.883301
	Iteration 9Q: 3 clusters Score -4149552 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -4149689.750000 Penalty: 5183.883301
	Iteration 10Q: 3 clusters Score -4149690 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -4149767.250000 Penalty: 5183.883301
	Iteration 11Q: 3 clusters Score -4149767 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -4149805.500000 Penalty: 5183.883301
	Iteration 12Q: 3 clusters Score -4149806 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -4149844.750000 Penalty: 5183.883301
	Iteration 13Q: 3 clusters Score -4149845 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -4149890.500000 Penalty: 5183.883301
	Iteration 14Q: 3 clusters Score -4149890 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -4149929.000000 Penalty: 5183.883301
	Iteration 15Q: 3 clusters Score -4149929 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -4149959.250000 Penalty: 5183.883301
	Iteration 16Q: 3 clusters Score -4149959 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -4149978.500000 Penalty: 5183.883301
	Iteration 17Q: 3 clusters Score -4149978 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -4150017.750000 Penalty: 5183.883301
	Iteration 18Q: 3 clusters Score -4150018 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -4150025.750000 Penalty: 5183.883301
	Iteration 19Q: 3 clusters Score -4150026 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27004 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -4150053.750000 Penalty: 5183.883301
	Iteration 20F: 3 clusters Score -4150054 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -4150084.750000 Penalty: 5183.883301
	Iteration 21Q: 3 clusters Score -4150085 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -4150107.500000 Penalty: 5183.883301
	Iteration 22Q: 3 clusters Score -4150108 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -4150119.500000 Penalty: 5183.883301
	Iteration 23Q: 3 clusters Score -4150120 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27462 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -4150127.250000 Penalty: 5183.883301
	Iteration 24Q: 3 clusters Score -4150127 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -4150141.500000 Penalty: 5183.883301
	Iteration 25Q: 3 clusters Score -4150142 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -4150162.500000 Penalty: 5183.883301
	Iteration 26Q: 3 clusters Score -4150162 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27700 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -4150170.250000 Penalty: 5183.883301
	Iteration 27Q: 3 clusters Score -4150170 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -4150167.000000 Penalty: 5183.883301
	Iteration 28Q: 3 clusters Score -4150167 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -4150175.750000 Penalty: 5183.883301
	Iteration 29Q: 3 clusters Score -4150176 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -4150178.250000 Penalty: 5183.883301
	Iteration 30Q: 3 clusters Score -4150178 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -4150181.500000 Penalty: 5183.883301
	Iteration 31Q: 3 clusters Score -4150182 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -4150175.750000 Penalty: 5183.883301
	Iteration 32Q: 3 clusters Score -4150176 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -4150182.750000 Penalty: 5183.883301
	Iteration 33Q: 3 clusters Score -4150183 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27938 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -4150183.000000 Penalty: 5183.883301
	Iteration 34Q: 3 clusters Score -4150183 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -4150182.000000 Penalty: 5183.883301
	Iteration 35Q: 3 clusters Score -4150182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -4150192.000000 Penalty: 5183.883301
	Iteration 36Q: 3 clusters Score -4150192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -4150186.250000 Penalty: 5183.883301
	Iteration 37Q: 3 clusters Score -4150186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -4150187.750000 Penalty: 5183.883301
	Iteration 38Q: 3 clusters Score -4150188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -4150192.500000 Penalty: 5183.883301
	Iteration 39Q: 3 clusters Score -4150192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -4150197.500000 Penalty: 5183.883301
	Iteration 40F: 3 clusters Score -4150198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -4150197.500000 Penalty: 5183.883301
	Iteration 41Q: 3 clusters Score -4150198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28025 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -4150196.750000 Penalty: 5183.883301
	Iteration 42Q: 3 clusters Score -4150197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -4150197.000000 Penalty: 5183.883301
	Iteration 43Q: 3 clusters Score -4150197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -4150195.500000 Penalty: 5183.883301
	Iteration 44Q: 3 clusters Score -4150196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28042 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -4150194.750000 Penalty: 5183.883301
	Iteration 45Q: 3 clusters Score -4150195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -4150195.500000 Penalty: 5183.883301
	Iteration 46Q: 3 clusters Score -4150196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -4150193.750000 Penalty: 5183.883301
	Iteration 47Q: 3 clusters Score -4150194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -4150192.250000 Penalty: 5183.883301
	Iteration 48Q: 3 clusters Score -4150192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -4150194.500000 Penalty: 5183.883301
	Iteration 49Q: 3 clusters Score -4150194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -4150196.250000 Penalty: 5183.883301
	Iteration 50Q: 3 clusters Score -4150196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -4150193.750000 Penalty: 5183.883301
	Iteration 51Q: 3 clusters Score -4150194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -4150191.750000 Penalty: 5183.883301
	Iteration 52Q: 3 clusters Score -4150192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -4150194.250000 Penalty: 5183.883301
	Iteration 53Q: 3 clusters Score -4150194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -4150192.250000 Penalty: 5183.883301
	Iteration 54Q: 3 clusters Score -4150192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28088 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -4150193.250000 Penalty: 5183.883301
	Iteration 55Q: 3 clusters Score -4150193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -4150190.750000 Penalty: 5183.883301
	Iteration 56Q: 3 clusters Score -4150191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -4150189.250000 Penalty: 5183.883301
	Iteration 57Q: 3 clusters Score -4150189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -4150189.500000 Penalty: 5183.883301
	Iteration 58Q: 3 clusters Score -4150190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -4150190.500000 Penalty: 5183.883301
	Iteration 59Q: 3 clusters Score -4150190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -4150193.750000 Penalty: 5183.883301
	Iteration 60F: 3 clusters Score -4150194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28094 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -4150195.000000 Penalty: 5183.883301
	Iteration 61Q: 3 clusters Score -4150195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -4150194.250000 Penalty: 5183.883301
	Iteration 62Q: 3 clusters Score -4150194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -4150193.750000 Penalty: 5183.883301
	Iteration 63Q: 3 clusters Score -4150194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -4150199.250000 Penalty: 5183.883301
	Iteration 64Q: 3 clusters Score -4150199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28100 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -4150195.250000 Penalty: 5183.883301
	Iteration 65Q: 3 clusters Score -4150195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -4150194.250000 Penalty: 5183.883301
	Iteration 66Q: 3 clusters Score -4150194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -4150197.000000 Penalty: 5183.883301
	Iteration 67Q: 3 clusters Score -4150197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -4150193.500000 Penalty: 5183.883301
	Iteration 68Q: 3 clusters Score -4150194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -4150193.500000 Penalty: 5183.883301
	Iteration 69F: 3 clusters Score -4150194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (29201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29201 members 
Entering Unmasked Estep 
Score: -3385620.000000 Penalty: 2549.925781
	Iteration 0F: 2 clusters Score -3385620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -3365680.500000 Penalty: 5099.851562
	Iteration 0F: 3 clusters Score -3365680 nChanged 13147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -3372818.500000 Penalty: 5099.851562
	Iteration 1F: 3 clusters Score -3372818 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -3373383.000000 Penalty: 5099.851562
	Iteration 2F: 3 clusters Score -3373383 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -3374016.500000 Penalty: 5099.851562
	Iteration 3Q: 3 clusters Score -3374016 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -3374779.250000 Penalty: 5099.851562
	Iteration 4F: 3 clusters Score -3374779 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -3375779.500000 Penalty: 5099.851562
	Iteration 5F: 3 clusters Score -3375780 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -3377099.750000 Penalty: 5099.851562
	Iteration 6F: 3 clusters Score -3377100 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -3378677.750000 Penalty: 5099.851562
	Iteration 7F: 3 clusters Score -3378678 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -3380323.750000 Penalty: 5099.851562
	Iteration 8F: 3 clusters Score -3380324 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -3381609.750000 Penalty: 5099.851562
	Iteration 9Q: 3 clusters Score -3381610 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -3382415.250000 Penalty: 5099.851562
	Iteration 10Q: 3 clusters Score -3382415 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -3382970.750000 Penalty: 5099.851562
	Iteration 11Q: 3 clusters Score -3382971 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -3383304.000000 Penalty: 5099.851562
	Iteration 12Q: 3 clusters Score -3383304 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 27479 members 
Entering Unmasked Estep 
Score: -3383527.000000 Penalty: 5099.851562
	Iteration 13Q: 3 clusters Score -3383527 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 27475 members 
Entering Unmasked Estep 
Score: -3383681.750000 Penalty: 5099.851562
	Iteration 14Q: 3 clusters Score -3383682 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -3383815.250000 Penalty: 5099.851562
	Iteration 15Q: 3 clusters Score -3383815 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -3383899.000000 Penalty: 5099.851562
	Iteration 16Q: 3 clusters Score -3383899 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -3383964.000000 Penalty: 5099.851562
	Iteration 17Q: 3 clusters Score -3383964 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 27284 members 
Entering Unmasked Estep 
Score: -3383990.000000 Penalty: 5099.851562
	Iteration 18Q: 3 clusters Score -3383990 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -3384021.250000 Penalty: 5099.851562
	Iteration 19Q: 3 clusters Score -3384021 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -3384054.500000 Penalty: 5099.851562
	Iteration 20F: 3 clusters Score -3384054 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 27082 members 
Entering Unmasked Estep 
Score: -3384095.500000 Penalty: 5099.851562
	Iteration 21Q: 3 clusters Score -3384096 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -3384135.000000 Penalty: 5099.851562
	Iteration 22Q: 3 clusters Score -3384135 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -3384165.500000 Penalty: 5099.851562
	Iteration 23Q: 3 clusters Score -3384166 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -3384199.250000 Penalty: 5099.851562
	Iteration 24Q: 3 clusters Score -3384199 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -3384251.250000 Penalty: 5099.851562
	Iteration 25Q: 3 clusters Score -3384251 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -3384297.500000 Penalty: 5099.851562
	Iteration 26Q: 3 clusters Score -3384298 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -3384360.750000 Penalty: 5099.851562
	Iteration 27Q: 3 clusters Score -3384361 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -3384434.750000 Penalty: 5099.851562
	Iteration 28Q: 3 clusters Score -3384435 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -3384519.250000 Penalty: 5099.851562
	Iteration 29Q: 3 clusters Score -3384519 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -3384581.250000 Penalty: 5099.851562
	Iteration 30Q: 3 clusters Score -3384581 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -3384672.250000 Penalty: 5099.851562
	Iteration 31Q: 3 clusters Score -3384672 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -3384725.000000 Penalty: 5099.851562
	Iteration 32Q: 3 clusters Score -3384725 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -3384779.250000 Penalty: 5099.851562
	Iteration 33Q: 3 clusters Score -3384779 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -3384810.500000 Penalty: 5099.851562
	Iteration 34Q: 3 clusters Score -3384810 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -3384840.750000 Penalty: 5099.851562
	Iteration 35Q: 3 clusters Score -3384841 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -3384861.500000 Penalty: 5099.851562
	Iteration 36Q: 3 clusters Score -3384862 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -3384891.250000 Penalty: 5099.851562
	Iteration 37Q: 3 clusters Score -3384891 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -3384899.250000 Penalty: 5099.851562
	Iteration 38Q: 3 clusters Score -3384899 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -3384907.500000 Penalty: 5099.851562
	Iteration 39Q: 3 clusters Score -3384908 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -3384921.250000 Penalty: 5099.851562
	Iteration 40F: 3 clusters Score -3384921 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
Score: -3384952.750000 Penalty: 5099.851562
	Iteration 41Q: 3 clusters Score -3384953 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -3384961.500000 Penalty: 5099.851562
	Iteration 42Q: 3 clusters Score -3384962 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -3384984.000000 Penalty: 5099.851562
	Iteration 43Q: 3 clusters Score -3384984 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
Score: -3384991.750000 Penalty: 5099.851562
	Iteration 44Q: 3 clusters Score -3384992 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -3384990.000000 Penalty: 5099.851562
	Iteration 45Q: 3 clusters Score -3384990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -3384989.750000 Penalty: 5099.851562
	Iteration 46Q: 3 clusters Score -3384990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -3384999.500000 Penalty: 5099.851562
	Iteration 47Q: 3 clusters Score -3385000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -3385001.250000 Penalty: 5099.851562
	Iteration 48Q: 3 clusters Score -3385001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -3385003.000000 Penalty: 5099.851562
	Iteration 49Q: 3 clusters Score -3385003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -3385000.000000 Penalty: 5099.851562
	Iteration 50Q: 3 clusters Score -3385000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -3385001.500000 Penalty: 5099.851562
	Iteration 51Q: 3 clusters Score -3385002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -3385000.500000 Penalty: 5099.851562
	Iteration 52Q: 3 clusters Score -3385000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -3385000.500000 Penalty: 5099.851562
	Iteration 53F: 3 clusters Score -3385000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (82709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82709 members 
Entering Unmasked Estep 
Score: -10097219.000000 Penalty: 2808.124756
	Iteration 0F: 2 clusters Score -1.009722e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41415 members 
Mstep: Class 2 contains 41294 members 
Entering Unmasked Estep 
Score: -10041709.000000 Penalty: 5616.249512
	Iteration 0F: 3 clusters Score -1.004171e+07 nChanged 39027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41496 members 
Mstep: Class 2 contains 41213 members 
Entering Unmasked Estep 
Score: -10063824.000000 Penalty: 5616.249512
	Iteration 1F: 3 clusters Score -1.006382e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41456 members 
Mstep: Class 2 contains 41253 members 
Entering Unmasked Estep 
Score: -10064510.000000 Penalty: 5616.249512
	Iteration 2Q: 3 clusters Score -1.006451e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41236 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
Score: -10065244.000000 Penalty: 5616.249512
	Iteration 3Q: 3 clusters Score -1.006524e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40896 members 
Mstep: Class 2 contains 41813 members 
Entering Unmasked Estep 
Score: -10066186.000000 Penalty: 5616.249512
	Iteration 4Q: 3 clusters Score -1.006619e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40379 members 
Mstep: Class 2 contains 42330 members 
Entering Unmasked Estep 
Score: -10067206.000000 Penalty: 5616.249512
	Iteration 5Q: 3 clusters Score -1.006721e+07 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39937 members 
Mstep: Class 2 contains 42772 members 
Entering Unmasked Estep 
Score: -10068534.000000 Penalty: 5616.249512
	Iteration 6Q: 3 clusters Score -1.006853e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39443 members 
Mstep: Class 2 contains 43266 members 
Entering Unmasked Estep 
Score: -10070189.000000 Penalty: 5616.249512
	Iteration 7Q: 3 clusters Score -1.007019e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39022 members 
Mstep: Class 2 contains 43687 members 
Entering Unmasked Estep 
Score: -10071701.000000 Penalty: 5616.249512
	Iteration 8Q: 3 clusters Score -1.00717e+07 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38493 members 
Mstep: Class 2 contains 44216 members 
Entering Unmasked Estep 
Score: -10073057.000000 Penalty: 5616.249512
	Iteration 9Q: 3 clusters Score -1.007306e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37937 members 
Mstep: Class 2 contains 44772 members 
Entering Unmasked Estep 
Score: -10074501.000000 Penalty: 5616.249512
	Iteration 10Q: 3 clusters Score -1.00745e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37449 members 
Mstep: Class 2 contains 45260 members 
Entering Unmasked Estep 
Score: -10075338.000000 Penalty: 5616.249512
	Iteration 11Q: 3 clusters Score -1.007534e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37006 members 
Mstep: Class 2 contains 45703 members 
Entering Unmasked Estep 
Score: -10075977.000000 Penalty: 5616.249512
	Iteration 12Q: 3 clusters Score -1.007598e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36504 members 
Mstep: Class 2 contains 46205 members 
Entering Unmasked Estep 
Score: -10076404.000000 Penalty: 5616.249512
	Iteration 13Q: 3 clusters Score -1.00764e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35972 members 
Mstep: Class 2 contains 46737 members 
Entering Unmasked Estep 
Score: -10076723.000000 Penalty: 5616.249512
	Iteration 14Q: 3 clusters Score -1.007672e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35364 members 
Mstep: Class 2 contains 47345 members 
Entering Unmasked Estep 
Score: -10076892.000000 Penalty: 5616.249512
	Iteration 15Q: 3 clusters Score -1.007689e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 48021 members 
Entering Unmasked Estep 
Score: -10077075.000000 Penalty: 5616.249512
	Iteration 16Q: 3 clusters Score -1.007708e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33910 members 
Mstep: Class 2 contains 48799 members 
Entering Unmasked Estep 
Score: -10077219.000000 Penalty: 5616.249512
	Iteration 17Q: 3 clusters Score -1.007722e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 49686 members 
Entering Unmasked Estep 
Score: -10077440.000000 Penalty: 5616.249512
	Iteration 18Q: 3 clusters Score -1.007744e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32007 members 
Mstep: Class 2 contains 50702 members 
Entering Unmasked Estep 
Score: -10077614.000000 Penalty: 5616.249512
	Iteration 19Q: 3 clusters Score -1.007761e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30790 members 
Mstep: Class 2 contains 51919 members 
Entering Unmasked Estep 
Score: -10077830.000000 Penalty: 5616.249512
	Iteration 20F: 3 clusters Score -1.007783e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 53438 members 
Entering Unmasked Estep 
Score: -10078165.000000 Penalty: 5616.249512
	Iteration 21Q: 3 clusters Score -1.007816e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 55268 members 
Entering Unmasked Estep 
Score: -10078603.000000 Penalty: 5616.249512
	Iteration 22Q: 3 clusters Score -1.00786e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 57521 members 
Entering Unmasked Estep 
Score: -10079317.000000 Penalty: 5616.249512
	Iteration 23Q: 3 clusters Score -1.007932e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 60239 members 
Entering Unmasked Estep 
Score: -10080392.000000 Penalty: 5616.249512
	Iteration 24Q: 3 clusters Score -1.008039e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 63409 members 
Entering Unmasked Estep 
Score: -10081812.000000 Penalty: 5616.249512
	Iteration 25Q: 3 clusters Score -1.008181e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 66867 members 
Entering Unmasked Estep 
Score: -10083661.000000 Penalty: 5616.249512
	Iteration 26Q: 3 clusters Score -1.008366e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 70471 members 
Entering Unmasked Estep 
Score: -10085856.000000 Penalty: 5616.249512
	Iteration 27Q: 3 clusters Score -1.008586e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 73979 members 
Entering Unmasked Estep 
Score: -10088354.000000 Penalty: 5616.249512
	Iteration 28Q: 3 clusters Score -1.008835e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 77041 members 
Entering Unmasked Estep 
Score: -10090509.000000 Penalty: 5616.249512
	Iteration 29Q: 3 clusters Score -1.009051e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 79325 members 
Entering Unmasked Estep 
Score: -10092334.000000 Penalty: 5616.249512
	Iteration 30Q: 3 clusters Score -1.009233e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 80788 members 
Entering Unmasked Estep 
Score: -10093422.000000 Penalty: 5616.249512
	Iteration 31Q: 3 clusters Score -1.009342e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 81562 members 
Entering Unmasked Estep 
Score: -10094002.000000 Penalty: 5616.249512
	Iteration 32Q: 3 clusters Score -1.0094e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 81937 members 
Entering Unmasked Estep 
Score: -10094355.000000 Penalty: 5616.249512
	Iteration 33Q: 3 clusters Score -1.009436e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 82102 members 
Entering Unmasked Estep 
Score: -10094512.000000 Penalty: 5616.249512
	Iteration 34Q: 3 clusters Score -1.009451e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 82189 members 
Entering Unmasked Estep 
Score: -10094583.000000 Penalty: 5616.249512
	Iteration 35Q: 3 clusters Score -1.009458e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 82235 members 
Entering Unmasked Estep 
Score: -10094615.000000 Penalty: 5616.249512
	Iteration 36Q: 3 clusters Score -1.009462e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 82261 members 
Entering Unmasked Estep 
Score: -10094647.000000 Penalty: 5616.249512
	Iteration 37Q: 3 clusters Score -1.009465e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 82286 members 
Entering Unmasked Estep 
Score: -10094686.000000 Penalty: 5616.249512
	Iteration 38Q: 3 clusters Score -1.009469e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 82309 members 
Entering Unmasked Estep 
Score: -10094717.000000 Penalty: 5616.249512
	Iteration 39Q: 3 clusters Score -1.009472e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 82322 members 
Entering Unmasked Estep 
Score: -10094744.000000 Penalty: 5616.249512
	Iteration 40F: 3 clusters Score -1.009474e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 82330 members 
Entering Unmasked Estep 
Score: -10094744.000000 Penalty: 5616.249512
	Iteration 41Q: 3 clusters Score -1.009474e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 82338 members 
Entering Unmasked Estep 
Score: -10094761.000000 Penalty: 5616.249512
	Iteration 42Q: 3 clusters Score -1.009476e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 82347 members 
Entering Unmasked Estep 
Score: -10094778.000000 Penalty: 5616.249512
	Iteration 43Q: 3 clusters Score -1.009478e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 82353 members 
Entering Unmasked Estep 
Score: -10094787.000000 Penalty: 5616.249512
	Iteration 44Q: 3 clusters Score -1.009479e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 82356 members 
Entering Unmasked Estep 
Score: -10094781.000000 Penalty: 5616.249512
	Iteration 45Q: 3 clusters Score -1.009478e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 82359 members 
Entering Unmasked Estep 
Score: -10094795.000000 Penalty: 5616.249512
	Iteration 46Q: 3 clusters Score -1.00948e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 82360 members 
Entering Unmasked Estep 
Score: -10094792.000000 Penalty: 5616.249512
	Iteration 47Q: 3 clusters Score -1.009479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 82359 members 
Entering Unmasked Estep 
Score: -10094804.000000 Penalty: 5616.249512
	Iteration 48Q: 3 clusters Score -1.00948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 82360 members 
Entering Unmasked Estep 
Score: -10094801.000000 Penalty: 5616.249512
	Iteration 49Q: 3 clusters Score -1.00948e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 82360 members 
Entering Unmasked Estep 
Score: -10094801.000000 Penalty: 5616.249512
	Iteration 50F: 3 clusters Score -1.00948e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (29958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Entering Unmasked Estep 
Score: -3653805.000000 Penalty: 2556.272705
	Iteration 0F: 2 clusters Score -3653805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -3633290.000000 Penalty: 5112.545410
	Iteration 0F: 3 clusters Score -3633290 nChanged 13579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -3640914.750000 Penalty: 5112.545410
	Iteration 1F: 3 clusters Score -3640915 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -3641709.250000 Penalty: 5112.545410
	Iteration 2F: 3 clusters Score -3641709 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -3642670.500000 Penalty: 5112.545410
	Iteration 3F: 3 clusters Score -3642670 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -3643758.250000 Penalty: 5112.545410
	Iteration 4F: 3 clusters Score -3643758 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -3644832.250000 Penalty: 5112.545410
	Iteration 5F: 3 clusters Score -3644832 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -3645821.750000 Penalty: 5112.545410
	Iteration 6F: 3 clusters Score -3645822 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -3646648.000000 Penalty: 5112.545410
	Iteration 7F: 3 clusters Score -3646648 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -3647331.000000 Penalty: 5112.545410
	Iteration 8Q: 3 clusters Score -3647331 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -3647896.000000 Penalty: 5112.545410
	Iteration 9Q: 3 clusters Score -3647896 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -3648285.750000 Penalty: 5112.545410
	Iteration 10Q: 3 clusters Score -3648286 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -3648548.250000 Penalty: 5112.545410
	Iteration 11Q: 3 clusters Score -3648548 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -3648777.000000 Penalty: 5112.545410
	Iteration 12Q: 3 clusters Score -3648777 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -3648913.750000 Penalty: 5112.545410
	Iteration 13Q: 3 clusters Score -3648914 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -3649029.250000 Penalty: 5112.545410
	Iteration 14Q: 3 clusters Score -3649029 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -3649125.250000 Penalty: 5112.545410
	Iteration 15Q: 3 clusters Score -3649125 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -3649229.500000 Penalty: 5112.545410
	Iteration 16Q: 3 clusters Score -3649230 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -3649329.000000 Penalty: 5112.545410
	Iteration 17Q: 3 clusters Score -3649329 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -3649395.750000 Penalty: 5112.545410
	Iteration 18Q: 3 clusters Score -3649396 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -3649478.000000 Penalty: 5112.545410
	Iteration 19Q: 3 clusters Score -3649478 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -3649550.500000 Penalty: 5112.545410
	Iteration 20F: 3 clusters Score -3649550 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -3649601.750000 Penalty: 5112.545410
	Iteration 21Q: 3 clusters Score -3649602 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -3649669.250000 Penalty: 5112.545410
	Iteration 22Q: 3 clusters Score -3649669 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -3649733.250000 Penalty: 5112.545410
	Iteration 23Q: 3 clusters Score -3649733 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -3649823.000000 Penalty: 5112.545410
	Iteration 24Q: 3 clusters Score -3649823 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -3649879.500000 Penalty: 5112.545410
	Iteration 25Q: 3 clusters Score -3649880 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -3649950.750000 Penalty: 5112.545410
	Iteration 26Q: 3 clusters Score -3649951 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -3650039.500000 Penalty: 5112.545410
	Iteration 27Q: 3 clusters Score -3650040 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -3650116.250000 Penalty: 5112.545410
	Iteration 28Q: 3 clusters Score -3650116 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -3650178.500000 Penalty: 5112.545410
	Iteration 29Q: 3 clusters Score -3650178 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -3650248.500000 Penalty: 5112.545410
	Iteration 30Q: 3 clusters Score -3650248 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -3650282.000000 Penalty: 5112.545410
	Iteration 31Q: 3 clusters Score -3650282 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -3650342.500000 Penalty: 5112.545410
	Iteration 32Q: 3 clusters Score -3650342 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -3650399.000000 Penalty: 5112.545410
	Iteration 33Q: 3 clusters Score -3650399 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -3650460.750000 Penalty: 5112.545410
	Iteration 34Q: 3 clusters Score -3650461 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -3650516.750000 Penalty: 5112.545410
	Iteration 35Q: 3 clusters Score -3650517 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -3650572.000000 Penalty: 5112.545410
	Iteration 36Q: 3 clusters Score -3650572 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -3650615.250000 Penalty: 5112.545410
	Iteration 37Q: 3 clusters Score -3650615 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -3650665.750000 Penalty: 5112.545410
	Iteration 38Q: 3 clusters Score -3650666 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -3650728.000000 Penalty: 5112.545410
	Iteration 39Q: 3 clusters Score -3650728 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -3650788.500000 Penalty: 5112.545410
	Iteration 40F: 3 clusters Score -3650788 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -3650843.750000 Penalty: 5112.545410
	Iteration 41Q: 3 clusters Score -3650844 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -3650896.500000 Penalty: 5112.545410
	Iteration 42Q: 3 clusters Score -3650896 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -3650945.750000 Penalty: 5112.545410
	Iteration 43Q: 3 clusters Score -3650946 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -3650990.500000 Penalty: 5112.545410
	Iteration 44Q: 3 clusters Score -3650990 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -3651065.000000 Penalty: 5112.545410
	Iteration 45Q: 3 clusters Score -3651065 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -3651125.750000 Penalty: 5112.545410
	Iteration 46Q: 3 clusters Score -3651126 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -3651173.750000 Penalty: 5112.545410
	Iteration 47Q: 3 clusters Score -3651174 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -3651221.500000 Penalty: 5112.545410
	Iteration 48Q: 3 clusters Score -3651222 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -3651257.000000 Penalty: 5112.545410
	Iteration 49Q: 3 clusters Score -3651257 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -3651283.750000 Penalty: 5112.545410
	Iteration 50Q: 3 clusters Score -3651284 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -3651322.500000 Penalty: 5112.545410
	Iteration 51Q: 3 clusters Score -3651322 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -3651365.250000 Penalty: 5112.545410
	Iteration 52Q: 3 clusters Score -3651365 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -3651420.750000 Penalty: 5112.545410
	Iteration 53Q: 3 clusters Score -3651421 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -3651454.000000 Penalty: 5112.545410
	Iteration 54Q: 3 clusters Score -3651454 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 25958 members 
Entering Unmasked Estep 
Score: -3651495.500000 Penalty: 5112.545410
	Iteration 55Q: 3 clusters Score -3651496 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -3651541.750000 Penalty: 5112.545410
	Iteration 56Q: 3 clusters Score -3651542 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -3651569.000000 Penalty: 5112.545410
	Iteration 57Q: 3 clusters Score -3651569 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -3651601.500000 Penalty: 5112.545410
	Iteration 58Q: 3 clusters Score -3651602 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 26466 members 
Entering Unmasked Estep 
Score: -3651626.000000 Penalty: 5112.545410
	Iteration 59Q: 3 clusters Score -3651626 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -3651648.750000 Penalty: 5112.545410
	Iteration 60F: 3 clusters Score -3651649 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -3651673.250000 Penalty: 5112.545410
	Iteration 61Q: 3 clusters Score -3651673 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -3651679.500000 Penalty: 5112.545410
	Iteration 62Q: 3 clusters Score -3651680 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -3651688.000000 Penalty: 5112.545410
	Iteration 63Q: 3 clusters Score -3651688 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -3651689.500000 Penalty: 5112.545410
	Iteration 64Q: 3 clusters Score -3651690 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -3651693.250000 Penalty: 5112.545410
	Iteration 65Q: 3 clusters Score -3651693 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 26848 members 
Entering Unmasked Estep 
Score: -3651703.750000 Penalty: 5112.545410
	Iteration 66Q: 3 clusters Score -3651704 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -3651707.500000 Penalty: 5112.545410
	Iteration 67Q: 3 clusters Score -3651708 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -3651726.750000 Penalty: 5112.545410
	Iteration 68Q: 3 clusters Score -3651727 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -3651732.250000 Penalty: 5112.545410
	Iteration 69Q: 3 clusters Score -3651732 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -3651740.250000 Penalty: 5112.545410
	Iteration 70Q: 3 clusters Score -3651740 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -3651747.000000 Penalty: 5112.545410
	Iteration 71Q: 3 clusters Score -3651747 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -3651750.000000 Penalty: 5112.545410
	Iteration 72Q: 3 clusters Score -3651750 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 27139 members 
Entering Unmasked Estep 
Score: -3651754.500000 Penalty: 5112.545410
	Iteration 73Q: 3 clusters Score -3651754 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -3651765.500000 Penalty: 5112.545410
	Iteration 74Q: 3 clusters Score -3651766 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -3651771.250000 Penalty: 5112.545410
	Iteration 75Q: 3 clusters Score -3651771 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -3651780.500000 Penalty: 5112.545410
	Iteration 76Q: 3 clusters Score -3651780 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -3651786.250000 Penalty: 5112.545410
	Iteration 77Q: 3 clusters Score -3651786 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -3651801.000000 Penalty: 5112.545410
	Iteration 78Q: 3 clusters Score -3651801 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -3651802.500000 Penalty: 5112.545410
	Iteration 79Q: 3 clusters Score -3651802 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -3651818.750000 Penalty: 5112.545410
	Iteration 80F: 3 clusters Score -3651819 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -3651843.000000 Penalty: 5112.545410
	Iteration 81Q: 3 clusters Score -3651843 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -3651845.500000 Penalty: 5112.545410
	Iteration 82Q: 3 clusters Score -3651846 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -3651864.000000 Penalty: 5112.545410
	Iteration 83Q: 3 clusters Score -3651864 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -3651874.000000 Penalty: 5112.545410
	Iteration 84Q: 3 clusters Score -3651874 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 27623 members 
Entering Unmasked Estep 
Score: -3651882.750000 Penalty: 5112.545410
	Iteration 85Q: 3 clusters Score -3651883 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -3651883.000000 Penalty: 5112.545410
	Iteration 86Q: 3 clusters Score -3651883 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -3651892.750000 Penalty: 5112.545410
	Iteration 87Q: 3 clusters Score -3651893 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 27718 members 
Entering Unmasked Estep 
Score: -3651906.250000 Penalty: 5112.545410
	Iteration 88Q: 3 clusters Score -3651906 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 27741 members 
Entering Unmasked Estep 
Score: -3651912.500000 Penalty: 5112.545410
	Iteration 89Q: 3 clusters Score -3651912 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -3651920.000000 Penalty: 5112.545410
	Iteration 90Q: 3 clusters Score -3651920 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -3651919.250000 Penalty: 5112.545410
	Iteration 91Q: 3 clusters Score -3651919 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -3651925.750000 Penalty: 5112.545410
	Iteration 92Q: 3 clusters Score -3651926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -3651924.250000 Penalty: 5112.545410
	Iteration 93Q: 3 clusters Score -3651924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -3651922.250000 Penalty: 5112.545410
	Iteration 94Q: 3 clusters Score -3651922 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -3651925.500000 Penalty: 5112.545410
	Iteration 95Q: 3 clusters Score -3651926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -3651922.750000 Penalty: 5112.545410
	Iteration 96Q: 3 clusters Score -3651923 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 27892 members 
Entering Unmasked Estep 
Score: -3651922.500000 Penalty: 5112.545410
	Iteration 97Q: 3 clusters Score -3651922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -3651926.750000 Penalty: 5112.545410
	Iteration 98Q: 3 clusters Score -3651927 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -3651939.250000 Penalty: 5112.545410
	Iteration 99Q: 3 clusters Score -3651939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -3651946.000000 Penalty: 5112.545410
	Iteration 100F: 3 clusters Score -3651946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -3651947.750000 Penalty: 5112.545410
	Iteration 101Q: 3 clusters Score -3651948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 27962 members 
Entering Unmasked Estep 
Score: -3651944.000000 Penalty: 5112.545410
	Iteration 102Q: 3 clusters Score -3651944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -3651947.500000 Penalty: 5112.545410
	Iteration 103Q: 3 clusters Score -3651948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 27972 members 
Entering Unmasked Estep 
Score: -3651951.500000 Penalty: 5112.545410
	Iteration 104Q: 3 clusters Score -3651952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -3651949.250000 Penalty: 5112.545410
	Iteration 105Q: 3 clusters Score -3651949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -3651954.000000 Penalty: 5112.545410
	Iteration 106Q: 3 clusters Score -3651954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -3651951.250000 Penalty: 5112.545410
	Iteration 107Q: 3 clusters Score -3651951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -3651951.250000 Penalty: 5112.545410
	Iteration 108F: 3 clusters Score -3651951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Entering Unmasked Estep 
Score: -1663333.750000 Penalty: 2365.188721
	Iteration 0F: 2 clusters Score -1663334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1653208.125000 Penalty: 4730.377441
	Iteration 0F: 3 clusters Score -1653208 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1656531.875000 Penalty: 4730.377441
	Iteration 1F: 3 clusters Score -1656532 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1657192.750000 Penalty: 4730.377441
	Iteration 2F: 3 clusters Score -1657193 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1657992.875000 Penalty: 4730.377441
	Iteration 3F: 3 clusters Score -1657993 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1658857.875000 Penalty: 4730.377441
	Iteration 4F: 3 clusters Score -1658858 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1659644.750000 Penalty: 4730.377441
	Iteration 5F: 3 clusters Score -1659645 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1660348.000000 Penalty: 4730.377441
	Iteration 6F: 3 clusters Score -1660348 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1660885.375000 Penalty: 4730.377441
	Iteration 7F: 3 clusters Score -1660885 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1661313.250000 Penalty: 4730.377441
	Iteration 8Q: 3 clusters Score -1661313 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1661627.500000 Penalty: 4730.377441
	Iteration 9Q: 3 clusters Score -1661628 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1661857.000000 Penalty: 4730.377441
	Iteration 10Q: 3 clusters Score -1661857 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1661996.250000 Penalty: 4730.377441
	Iteration 11Q: 3 clusters Score -1661996 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1662092.875000 Penalty: 4730.377441
	Iteration 12Q: 3 clusters Score -1662093 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1662172.125000 Penalty: 4730.377441
	Iteration 13Q: 3 clusters Score -1662172 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1662221.375000 Penalty: 4730.377441
	Iteration 14Q: 3 clusters Score -1662221 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1662256.875000 Penalty: 4730.377441
	Iteration 15Q: 3 clusters Score -1662257 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1662298.125000 Penalty: 4730.377441
	Iteration 16Q: 3 clusters Score -1662298 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1662331.500000 Penalty: 4730.377441
	Iteration 17Q: 3 clusters Score -1662332 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1662357.125000 Penalty: 4730.377441
	Iteration 18Q: 3 clusters Score -1662357 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1662371.750000 Penalty: 4730.377441
	Iteration 19Q: 3 clusters Score -1662372 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1662395.000000 Penalty: 4730.377441
	Iteration 20F: 3 clusters Score -1662395 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1662410.250000 Penalty: 4730.377441
	Iteration 21Q: 3 clusters Score -1662410 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1662418.625000 Penalty: 4730.377441
	Iteration 22Q: 3 clusters Score -1662419 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1662433.250000 Penalty: 4730.377441
	Iteration 23Q: 3 clusters Score -1662433 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1662446.875000 Penalty: 4730.377441
	Iteration 24Q: 3 clusters Score -1662447 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1662462.625000 Penalty: 4730.377441
	Iteration 25Q: 3 clusters Score -1662463 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1662476.500000 Penalty: 4730.377441
	Iteration 26Q: 3 clusters Score -1662476 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1662480.500000 Penalty: 4730.377441
	Iteration 27Q: 3 clusters Score -1662480 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1662490.625000 Penalty: 4730.377441
	Iteration 28Q: 3 clusters Score -1662491 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1662496.750000 Penalty: 4730.377441
	Iteration 29Q: 3 clusters Score -1662497 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1662506.625000 Penalty: 4730.377441
	Iteration 30Q: 3 clusters Score -1662507 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1662512.375000 Penalty: 4730.377441
	Iteration 31Q: 3 clusters Score -1662512 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1662515.625000 Penalty: 4730.377441
	Iteration 32Q: 3 clusters Score -1662516 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1662521.000000 Penalty: 4730.377441
	Iteration 33Q: 3 clusters Score -1662521 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1662525.000000 Penalty: 4730.377441
	Iteration 34Q: 3 clusters Score -1662525 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1662541.500000 Penalty: 4730.377441
	Iteration 35Q: 3 clusters Score -1662542 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1662556.375000 Penalty: 4730.377441
	Iteration 36Q: 3 clusters Score -1662556 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1662565.625000 Penalty: 4730.377441
	Iteration 37Q: 3 clusters Score -1662566 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1662578.875000 Penalty: 4730.377441
	Iteration 38Q: 3 clusters Score -1662579 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1662593.375000 Penalty: 4730.377441
	Iteration 39Q: 3 clusters Score -1662593 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1662624.500000 Penalty: 4730.377441
	Iteration 40F: 3 clusters Score -1662624 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1662670.125000 Penalty: 4730.377441
	Iteration 41Q: 3 clusters Score -1662670 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1662705.250000 Penalty: 4730.377441
	Iteration 42Q: 3 clusters Score -1662705 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1662736.250000 Penalty: 4730.377441
	Iteration 43Q: 3 clusters Score -1662736 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1662748.875000 Penalty: 4730.377441
	Iteration 44Q: 3 clusters Score -1662749 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1662766.125000 Penalty: 4730.377441
	Iteration 45Q: 3 clusters Score -1662766 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1662774.875000 Penalty: 4730.377441
	Iteration 46Q: 3 clusters Score -1662775 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1662778.375000 Penalty: 4730.377441
	Iteration 47Q: 3 clusters Score -1662778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1662779.250000 Penalty: 4730.377441
	Iteration 48Q: 3 clusters Score -1662779 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1662777.375000 Penalty: 4730.377441
	Iteration 49Q: 3 clusters Score -1662777 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1662784.500000 Penalty: 4730.377441
	Iteration 50Q: 3 clusters Score -1662784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1662782.125000 Penalty: 4730.377441
	Iteration 51Q: 3 clusters Score -1662782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1662785.000000 Penalty: 4730.377441
	Iteration 52Q: 3 clusters Score -1662785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1662781.125000 Penalty: 4730.377441
	Iteration 53Q: 3 clusters Score -1662781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1662784.375000 Penalty: 4730.377441
	Iteration 54Q: 3 clusters Score -1662784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1662782.875000 Penalty: 4730.377441
	Iteration 55Q: 3 clusters Score -1662783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1662785.000000 Penalty: 4730.377441
	Iteration 56Q: 3 clusters Score -1662785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1662783.125000 Penalty: 4730.377441
	Iteration 57Q: 3 clusters Score -1662783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1662783.125000 Penalty: 4730.377441
	Iteration 58Q: 3 clusters Score -1662783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1662784.375000 Penalty: 4730.377441
	Iteration 59Q: 3 clusters Score -1662784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1662784.125000 Penalty: 4730.377441
	Iteration 60F: 3 clusters Score -1662784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1662785.000000 Penalty: 4730.377441
	Iteration 61Q: 3 clusters Score -1662785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1662783.375000 Penalty: 4730.377441
	Iteration 62Q: 3 clusters Score -1662783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1662784.375000 Penalty: 4730.377441
	Iteration 63Q: 3 clusters Score -1662784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1662784.375000 Penalty: 4730.377441
	Iteration 64F: 3 clusters Score -1662784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Entering Unmasked Estep 
Score: -697158.937500 Penalty: 2151.200928
	Iteration 0F: 2 clusters Score -697158.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -692137.500000 Penalty: 4302.401855
	Iteration 0F: 3 clusters Score -692137.5 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -693446.750000 Penalty: 4302.401855
	Iteration 1F: 3 clusters Score -693446.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -693777.812500 Penalty: 4302.401855
	Iteration 2F: 3 clusters Score -693777.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -694011.312500 Penalty: 4302.401855
	Iteration 3F: 3 clusters Score -694011.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -694196.687500 Penalty: 4302.401855
	Iteration 4Q: 3 clusters Score -694196.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -694355.062500 Penalty: 4302.401855
	Iteration 5Q: 3 clusters Score -694355.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -694481.562500 Penalty: 4302.401855
	Iteration 6Q: 3 clusters Score -694481.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -694582.312500 Penalty: 4302.401855
	Iteration 7Q: 3 clusters Score -694582.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -694672.250000 Penalty: 4302.401855
	Iteration 8Q: 3 clusters Score -694672.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -694729.312500 Penalty: 4302.401855
	Iteration 9Q: 3 clusters Score -694729.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -694774.125000 Penalty: 4302.401855
	Iteration 10Q: 3 clusters Score -694774.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -694813.875000 Penalty: 4302.401855
	Iteration 11Q: 3 clusters Score -694813.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -694843.750000 Penalty: 4302.401855
	Iteration 12Q: 3 clusters Score -694843.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -694861.125000 Penalty: 4302.401855
	Iteration 13Q: 3 clusters Score -694861.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -694886.312500 Penalty: 4302.401855
	Iteration 14Q: 3 clusters Score -694886.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -694913.312500 Penalty: 4302.401855
	Iteration 15Q: 3 clusters Score -694913.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -694937.437500 Penalty: 4302.401855
	Iteration 16Q: 3 clusters Score -694937.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -694962.062500 Penalty: 4302.401855
	Iteration 17Q: 3 clusters Score -694962.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -694979.562500 Penalty: 4302.401855
	Iteration 18Q: 3 clusters Score -694979.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -694997.687500 Penalty: 4302.401855
	Iteration 19Q: 3 clusters Score -694997.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -695013.250000 Penalty: 4302.401855
	Iteration 20F: 3 clusters Score -695013.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -695026.875000 Penalty: 4302.401855
	Iteration 21Q: 3 clusters Score -695026.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -695037.750000 Penalty: 4302.401855
	Iteration 22Q: 3 clusters Score -695037.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -695045.437500 Penalty: 4302.401855
	Iteration 23Q: 3 clusters Score -695045.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -695051.062500 Penalty: 4302.401855
	Iteration 24Q: 3 clusters Score -695051.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -695058.562500 Penalty: 4302.401855
	Iteration 25Q: 3 clusters Score -695058.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -695064.062500 Penalty: 4302.401855
	Iteration 26Q: 3 clusters Score -695064.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -695069.500000 Penalty: 4302.401855
	Iteration 27Q: 3 clusters Score -695069.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -695074.312500 Penalty: 4302.401855
	Iteration 28Q: 3 clusters Score -695074.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -695083.250000 Penalty: 4302.401855
	Iteration 29Q: 3 clusters Score -695083.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -695090.375000 Penalty: 4302.401855
	Iteration 30Q: 3 clusters Score -695090.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -695097.500000 Penalty: 4302.401855
	Iteration 31Q: 3 clusters Score -695097.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -695101.312500 Penalty: 4302.401855
	Iteration 32Q: 3 clusters Score -695101.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -695105.187500 Penalty: 4302.401855
	Iteration 33Q: 3 clusters Score -695105.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -695110.000000 Penalty: 4302.401855
	Iteration 34Q: 3 clusters Score -695110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -695117.250000 Penalty: 4302.401855
	Iteration 35Q: 3 clusters Score -695117.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -695121.250000 Penalty: 4302.401855
	Iteration 36Q: 3 clusters Score -695121.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -695126.687500 Penalty: 4302.401855
	Iteration 37Q: 3 clusters Score -695126.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -695130.375000 Penalty: 4302.401855
	Iteration 38Q: 3 clusters Score -695130.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -695134.687500 Penalty: 4302.401855
	Iteration 39Q: 3 clusters Score -695134.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -695139.250000 Penalty: 4302.401855
	Iteration 40F: 3 clusters Score -695139.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -695143.000000 Penalty: 4302.401855
	Iteration 41Q: 3 clusters Score -695143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -695146.875000 Penalty: 4302.401855
	Iteration 42Q: 3 clusters Score -695146.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -695150.125000 Penalty: 4302.401855
	Iteration 43Q: 3 clusters Score -695150.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -695152.000000 Penalty: 4302.401855
	Iteration 44Q: 3 clusters Score -695152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -695161.250000 Penalty: 4302.401855
	Iteration 45Q: 3 clusters Score -695161.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -695166.687500 Penalty: 4302.401855
	Iteration 46Q: 3 clusters Score -695166.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -695177.125000 Penalty: 4302.401855
	Iteration 47Q: 3 clusters Score -695177.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -695188.375000 Penalty: 4302.401855
	Iteration 48Q: 3 clusters Score -695188.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -695192.187500 Penalty: 4302.401855
	Iteration 49Q: 3 clusters Score -695192.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -695197.812500 Penalty: 4302.401855
	Iteration 50Q: 3 clusters Score -695197.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -695205.375000 Penalty: 4302.401855
	Iteration 51Q: 3 clusters Score -695205.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -695212.125000 Penalty: 4302.401855
	Iteration 52Q: 3 clusters Score -695212.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -695220.500000 Penalty: 4302.401855
	Iteration 53Q: 3 clusters Score -695220.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -695225.687500 Penalty: 4302.401855
	Iteration 54Q: 3 clusters Score -695225.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -695232.375000 Penalty: 4302.401855
	Iteration 55Q: 3 clusters Score -695232.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -695238.562500 Penalty: 4302.401855
	Iteration 56Q: 3 clusters Score -695238.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -695244.187500 Penalty: 4302.401855
	Iteration 57Q: 3 clusters Score -695244.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -695247.062500 Penalty: 4302.401855
	Iteration 58Q: 3 clusters Score -695247.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -695248.562500 Penalty: 4302.401855
	Iteration 59Q: 3 clusters Score -695248.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -695250.312500 Penalty: 4302.401855
	Iteration 60F: 3 clusters Score -695250.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -695252.125000 Penalty: 4302.401855
	Iteration 61Q: 3 clusters Score -695252.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -695254.625000 Penalty: 4302.401855
	Iteration 62Q: 3 clusters Score -695254.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -695255.250000 Penalty: 4302.401855
	Iteration 63Q: 3 clusters Score -695255.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -695257.937500 Penalty: 4302.401855
	Iteration 64Q: 3 clusters Score -695257.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -695260.750000 Penalty: 4302.401855
	Iteration 65Q: 3 clusters Score -695260.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -695262.812500 Penalty: 4302.401855
	Iteration 66Q: 3 clusters Score -695262.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -695263.562500 Penalty: 4302.401855
	Iteration 67Q: 3 clusters Score -695263.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -695263.000000 Penalty: 4302.401855
	Iteration 68Q: 3 clusters Score -695263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -695263.062500 Penalty: 4302.401855
	Iteration 69Q: 3 clusters Score -695263.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -695264.000000 Penalty: 4302.401855
	Iteration 70Q: 3 clusters Score -695264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -695265.062500 Penalty: 4302.401855
	Iteration 71Q: 3 clusters Score -695265.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -695266.625000 Penalty: 4302.401855
	Iteration 72Q: 3 clusters Score -695266.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -695269.812500 Penalty: 4302.401855
	Iteration 73Q: 3 clusters Score -695269.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -695271.750000 Penalty: 4302.401855
	Iteration 74Q: 3 clusters Score -695271.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -695275.125000 Penalty: 4302.401855
	Iteration 75Q: 3 clusters Score -695275.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -695277.187500 Penalty: 4302.401855
	Iteration 76Q: 3 clusters Score -695277.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -695277.187500 Penalty: 4302.401855
	Iteration 77F: 3 clusters Score -695277.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (55454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55454 members 
Entering Unmasked Estep 
Score: -6783842.000000 Penalty: 2708.980713
	Iteration 0F: 2 clusters Score -6783842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -6746505.000000 Penalty: 5417.961426
	Iteration 0F: 3 clusters Score -6746505 nChanged 25690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
Score: -6760817.000000 Penalty: 5417.961426
	Iteration 1F: 3 clusters Score -6760817 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -6761322.500000 Penalty: 5417.961426
	Iteration 2Q: 3 clusters Score -6761322 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -6761832.500000 Penalty: 5417.961426
	Iteration 3Q: 3 clusters Score -6761832 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31589 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -6762473.000000 Penalty: 5417.961426
	Iteration 4Q: 3 clusters Score -6762473 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33620 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -6763450.500000 Penalty: 5417.961426
	Iteration 5Q: 3 clusters Score -6763450 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36454 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -6765082.000000 Penalty: 5417.961426
	Iteration 6F: 3 clusters Score -6765082 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -6767702.500000 Penalty: 5417.961426
	Iteration 7F: 3 clusters Score -6767702 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44610 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -6771343.500000 Penalty: 5417.961426
	Iteration 8F: 3 clusters Score -6771344 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48813 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -6775255.500000 Penalty: 5417.961426
	Iteration 9F: 3 clusters Score -6775256 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52013 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -6778331.500000 Penalty: 5417.961426
	Iteration 10F: 3 clusters Score -6778332 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53820 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -6780087.500000 Penalty: 5417.961426
	Iteration 11Q: 3 clusters Score -6780088 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54619 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -6780868.000000 Penalty: 5417.961426
	Iteration 12Q: 3 clusters Score -6780868 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54936 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -6781140.000000 Penalty: 5417.961426
	Iteration 13Q: 3 clusters Score -6781140 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55055 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -6781292.000000 Penalty: 5417.961426
	Iteration 14Q: 3 clusters Score -6781292 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55112 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -6781361.000000 Penalty: 5417.961426
	Iteration 15Q: 3 clusters Score -6781361 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55137 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -6781405.000000 Penalty: 5417.961426
	Iteration 16Q: 3 clusters Score -6781405 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55152 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -6781427.500000 Penalty: 5417.961426
	Iteration 17Q: 3 clusters Score -6781428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55160 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -6781443.500000 Penalty: 5417.961426
	Iteration 18Q: 3 clusters Score -6781444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55165 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -6781451.000000 Penalty: 5417.961426
	Iteration 19Q: 3 clusters Score -6781451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55169 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -6781447.500000 Penalty: 5417.961426
	Iteration 20F: 3 clusters Score -6781448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55174 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -6781455.500000 Penalty: 5417.961426
	Iteration 21Q: 3 clusters Score -6781456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55176 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -6781463.500000 Penalty: 5417.961426
	Iteration 22Q: 3 clusters Score -6781464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55181 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -6781470.500000 Penalty: 5417.961426
	Iteration 23Q: 3 clusters Score -6781470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55181 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -6781467.000000 Penalty: 5417.961426
	Iteration 24Q: 3 clusters Score -6781467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55181 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -6781467.000000 Penalty: 5417.961426
	Iteration 25F: 3 clusters Score -6781467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -3249526.250000 Penalty: 2527.012939
	Iteration 0F: 2 clusters Score -3249526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -3231285.750000 Penalty: 5054.025879
	Iteration 0F: 3 clusters Score -3231286 nChanged 11856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -3238205.250000 Penalty: 5054.025879
	Iteration 1F: 3 clusters Score -3238205 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -3239397.250000 Penalty: 5054.025879
	Iteration 2F: 3 clusters Score -3239397 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -3240789.750000 Penalty: 5054.025879
	Iteration 3F: 3 clusters Score -3240790 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -3242236.750000 Penalty: 5054.025879
	Iteration 4F: 3 clusters Score -3242237 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -3243653.500000 Penalty: 5054.025879
	Iteration 5F: 3 clusters Score -3243654 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -3244893.750000 Penalty: 5054.025879
	Iteration 6F: 3 clusters Score -3244894 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -3245838.750000 Penalty: 5054.025879
	Iteration 7F: 3 clusters Score -3245839 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -3246544.250000 Penalty: 5054.025879
	Iteration 8Q: 3 clusters Score -3246544 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -3247102.000000 Penalty: 5054.025879
	Iteration 9Q: 3 clusters Score -3247102 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -3247559.250000 Penalty: 5054.025879
	Iteration 10Q: 3 clusters Score -3247559 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -3247925.000000 Penalty: 5054.025879
	Iteration 11Q: 3 clusters Score -3247925 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -3248244.750000 Penalty: 5054.025879
	Iteration 12Q: 3 clusters Score -3248245 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -3248492.750000 Penalty: 5054.025879
	Iteration 13Q: 3 clusters Score -3248493 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 24722 members 
Entering Unmasked Estep 
Score: -3248678.000000 Penalty: 5054.025879
	Iteration 14Q: 3 clusters Score -3248678 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -3248788.500000 Penalty: 5054.025879
	Iteration 15Q: 3 clusters Score -3248788 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -3248846.500000 Penalty: 5054.025879
	Iteration 16Q: 3 clusters Score -3248846 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -3248887.000000 Penalty: 5054.025879
	Iteration 17Q: 3 clusters Score -3248887 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -3248917.750000 Penalty: 5054.025879
	Iteration 18Q: 3 clusters Score -3248918 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -3248941.250000 Penalty: 5054.025879
	Iteration 19Q: 3 clusters Score -3248941 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -3248956.250000 Penalty: 5054.025879
	Iteration 20F: 3 clusters Score -3248956 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -3248974.500000 Penalty: 5054.025879
	Iteration 21Q: 3 clusters Score -3248974 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -3248985.250000 Penalty: 5054.025879
	Iteration 22Q: 3 clusters Score -3248985 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -3248991.750000 Penalty: 5054.025879
	Iteration 23Q: 3 clusters Score -3248992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -3248992.750000 Penalty: 5054.025879
	Iteration 24Q: 3 clusters Score -3248993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -3248992.000000 Penalty: 5054.025879
	Iteration 25Q: 3 clusters Score -3248992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -3248999.750000 Penalty: 5054.025879
	Iteration 26Q: 3 clusters Score -3249000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -3249003.750000 Penalty: 5054.025879
	Iteration 27Q: 3 clusters Score -3249004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -3249004.500000 Penalty: 5054.025879
	Iteration 28Q: 3 clusters Score -3249004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -3249011.000000 Penalty: 5054.025879
	Iteration 29Q: 3 clusters Score -3249011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -3249012.000000 Penalty: 5054.025879
	Iteration 30Q: 3 clusters Score -3249012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -3249018.000000 Penalty: 5054.025879
	Iteration 31Q: 3 clusters Score -3249018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -3249014.500000 Penalty: 5054.025879
	Iteration 32Q: 3 clusters Score -3249014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -3249012.500000 Penalty: 5054.025879
	Iteration 33Q: 3 clusters Score -3249012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -3249015.500000 Penalty: 5054.025879
	Iteration 34Q: 3 clusters Score -3249016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -3249018.500000 Penalty: 5054.025879
	Iteration 35Q: 3 clusters Score -3249018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -3249020.000000 Penalty: 5054.025879
	Iteration 36Q: 3 clusters Score -3249020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -3249020.000000 Penalty: 5054.025879
	Iteration 37Q: 3 clusters Score -3249020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -3249019.500000 Penalty: 5054.025879
	Iteration 38Q: 3 clusters Score -3249020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -3249023.250000 Penalty: 5054.025879
	Iteration 39Q: 3 clusters Score -3249023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -3249018.250000 Penalty: 5054.025879
	Iteration 40F: 3 clusters Score -3249018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -3249024.750000 Penalty: 5054.025879
	Iteration 41Q: 3 clusters Score -3249025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 25514 members 
Entering Unmasked Estep 
Score: -3249024.750000 Penalty: 5054.025879
	Iteration 42Q: 3 clusters Score -3249025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -3249024.500000 Penalty: 5054.025879
	Iteration 43Q: 3 clusters Score -3249024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -3249028.750000 Penalty: 5054.025879
	Iteration 44Q: 3 clusters Score -3249029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -3249028.500000 Penalty: 5054.025879
	Iteration 45Q: 3 clusters Score -3249028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -3249028.250000 Penalty: 5054.025879
	Iteration 46Q: 3 clusters Score -3249028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -3249028.500000 Penalty: 5054.025879
	Iteration 47Q: 3 clusters Score -3249028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -3249032.250000 Penalty: 5054.025879
	Iteration 48Q: 3 clusters Score -3249032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -3249032.250000 Penalty: 5054.025879
	Iteration 49F: 3 clusters Score -3249032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Entering Unmasked Estep 
Score: -1834256.875000 Penalty: 2392.483398
	Iteration 0F: 2 clusters Score -1834257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1823076.125000 Penalty: 4784.966797
	Iteration 0F: 3 clusters Score -1823076 nChanged 6743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1826588.375000 Penalty: 4784.966797
	Iteration 1F: 3 clusters Score -1826588 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1826890.125000 Penalty: 4784.966797
	Iteration 2F: 3 clusters Score -1826890 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1827128.125000 Penalty: 4784.966797
	Iteration 3Q: 3 clusters Score -1827128 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1827366.500000 Penalty: 4784.966797
	Iteration 4Q: 3 clusters Score -1827366 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1827620.125000 Penalty: 4784.966797
	Iteration 5Q: 3 clusters Score -1827620 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1827912.125000 Penalty: 4784.966797
	Iteration 6Q: 3 clusters Score -1827912 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1828308.625000 Penalty: 4784.966797
	Iteration 7Q: 3 clusters Score -1828309 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1828767.375000 Penalty: 4784.966797
	Iteration 8F: 3 clusters Score -1828767 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1829283.250000 Penalty: 4784.966797
	Iteration 9F: 3 clusters Score -1829283 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1829783.125000 Penalty: 4784.966797
	Iteration 10F: 3 clusters Score -1829783 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1830169.000000 Penalty: 4784.966797
	Iteration 11Q: 3 clusters Score -1830169 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1830448.750000 Penalty: 4784.966797
	Iteration 12Q: 3 clusters Score -1830449 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1830655.000000 Penalty: 4784.966797
	Iteration 13Q: 3 clusters Score -1830655 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1830815.000000 Penalty: 4784.966797
	Iteration 14Q: 3 clusters Score -1830815 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1830955.250000 Penalty: 4784.966797
	Iteration 15Q: 3 clusters Score -1830955 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -1831079.625000 Penalty: 4784.966797
	Iteration 16Q: 3 clusters Score -1831080 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1831200.375000 Penalty: 4784.966797
	Iteration 17Q: 3 clusters Score -1831200 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -1831312.250000 Penalty: 4784.966797
	Iteration 18Q: 3 clusters Score -1831312 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -1831422.000000 Penalty: 4784.966797
	Iteration 19Q: 3 clusters Score -1831422 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -1831507.000000 Penalty: 4784.966797
	Iteration 20F: 3 clusters Score -1831507 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -1831587.250000 Penalty: 4784.966797
	Iteration 21Q: 3 clusters Score -1831587 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -1831661.250000 Penalty: 4784.966797
	Iteration 22Q: 3 clusters Score -1831661 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -1831742.125000 Penalty: 4784.966797
	Iteration 23Q: 3 clusters Score -1831742 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -1831813.625000 Penalty: 4784.966797
	Iteration 24Q: 3 clusters Score -1831814 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -1831888.375000 Penalty: 4784.966797
	Iteration 25Q: 3 clusters Score -1831888 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -1831946.500000 Penalty: 4784.966797
	Iteration 26Q: 3 clusters Score -1831946 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -1831985.875000 Penalty: 4784.966797
	Iteration 27Q: 3 clusters Score -1831986 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -1832020.375000 Penalty: 4784.966797
	Iteration 28Q: 3 clusters Score -1832020 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -1832052.500000 Penalty: 4784.966797
	Iteration 29Q: 3 clusters Score -1832052 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -1832077.875000 Penalty: 4784.966797
	Iteration 30Q: 3 clusters Score -1832078 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -1832101.500000 Penalty: 4784.966797
	Iteration 31Q: 3 clusters Score -1832102 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -1832125.375000 Penalty: 4784.966797
	Iteration 32Q: 3 clusters Score -1832125 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -1832150.125000 Penalty: 4784.966797
	Iteration 33Q: 3 clusters Score -1832150 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -1832172.250000 Penalty: 4784.966797
	Iteration 34Q: 3 clusters Score -1832172 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -1832185.500000 Penalty: 4784.966797
	Iteration 35Q: 3 clusters Score -1832186 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -1832196.375000 Penalty: 4784.966797
	Iteration 36Q: 3 clusters Score -1832196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -1832207.500000 Penalty: 4784.966797
	Iteration 37Q: 3 clusters Score -1832208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -1832220.500000 Penalty: 4784.966797
	Iteration 38Q: 3 clusters Score -1832220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -1832237.250000 Penalty: 4784.966797
	Iteration 39Q: 3 clusters Score -1832237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -1832245.500000 Penalty: 4784.966797
	Iteration 40F: 3 clusters Score -1832246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -1832256.250000 Penalty: 4784.966797
	Iteration 41Q: 3 clusters Score -1832256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -1832268.500000 Penalty: 4784.966797
	Iteration 42Q: 3 clusters Score -1832268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -1832272.375000 Penalty: 4784.966797
	Iteration 43Q: 3 clusters Score -1832272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -1832274.375000 Penalty: 4784.966797
	Iteration 44Q: 3 clusters Score -1832274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -1832273.250000 Penalty: 4784.966797
	Iteration 45Q: 3 clusters Score -1832273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -1832273.875000 Penalty: 4784.966797
	Iteration 46Q: 3 clusters Score -1832274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -1832273.125000 Penalty: 4784.966797
	Iteration 47Q: 3 clusters Score -1832273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -1832275.375000 Penalty: 4784.966797
	Iteration 48Q: 3 clusters Score -1832275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -1832277.875000 Penalty: 4784.966797
	Iteration 49Q: 3 clusters Score -1832278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -1832279.750000 Penalty: 4784.966797
	Iteration 50Q: 3 clusters Score -1832280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -1832280.875000 Penalty: 4784.966797
	Iteration 51Q: 3 clusters Score -1832281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -1832282.125000 Penalty: 4784.966797
	Iteration 52Q: 3 clusters Score -1832282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -1832282.125000 Penalty: 4784.966797
	Iteration 53F: 3 clusters Score -1832282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Entering Unmasked Estep 
Score: -1158737.000000 Penalty: 2285.573975
	Iteration 0F: 2 clusters Score -1158737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1151043.500000 Penalty: 4571.147949
	Iteration 0F: 3 clusters Score -1151044 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1153296.375000 Penalty: 4571.147949
	Iteration 1F: 3 clusters Score -1153296 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1153739.875000 Penalty: 4571.147949
	Iteration 2F: 3 clusters Score -1153740 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1154148.625000 Penalty: 4571.147949
	Iteration 3F: 3 clusters Score -1154149 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1154515.500000 Penalty: 4571.147949
	Iteration 4F: 3 clusters Score -1154516 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1154852.250000 Penalty: 4571.147949
	Iteration 5F: 3 clusters Score -1154852 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1155186.250000 Penalty: 4571.147949
	Iteration 6Q: 3 clusters Score -1155186 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1155523.375000 Penalty: 4571.147949
	Iteration 7F: 3 clusters Score -1155523 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1155833.250000 Penalty: 4571.147949
	Iteration 8Q: 3 clusters Score -1155833 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1156120.625000 Penalty: 4571.147949
	Iteration 9Q: 3 clusters Score -1156121 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1156353.625000 Penalty: 4571.147949
	Iteration 10Q: 3 clusters Score -1156354 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1156564.625000 Penalty: 4571.147949
	Iteration 11Q: 3 clusters Score -1156565 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1156769.000000 Penalty: 4571.147949
	Iteration 12Q: 3 clusters Score -1156769 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1156950.625000 Penalty: 4571.147949
	Iteration 13Q: 3 clusters Score -1156951 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1157096.750000 Penalty: 4571.147949
	Iteration 14Q: 3 clusters Score -1157097 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1157241.375000 Penalty: 4571.147949
	Iteration 15Q: 3 clusters Score -1157241 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1157378.750000 Penalty: 4571.147949
	Iteration 16Q: 3 clusters Score -1157379 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1157533.625000 Penalty: 4571.147949
	Iteration 17Q: 3 clusters Score -1157534 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1157672.750000 Penalty: 4571.147949
	Iteration 18Q: 3 clusters Score -1157673 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1157756.875000 Penalty: 4571.147949
	Iteration 19Q: 3 clusters Score -1157757 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1157810.625000 Penalty: 4571.147949
	Iteration 20F: 3 clusters Score -1157811 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1157835.375000 Penalty: 4571.147949
	Iteration 21Q: 3 clusters Score -1157835 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1157847.625000 Penalty: 4571.147949
	Iteration 22Q: 3 clusters Score -1157848 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1157854.750000 Penalty: 4571.147949
	Iteration 23Q: 3 clusters Score -1157855 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1157861.500000 Penalty: 4571.147949
	Iteration 24Q: 3 clusters Score -1157862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1157864.500000 Penalty: 4571.147949
	Iteration 25Q: 3 clusters Score -1157864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1157866.875000 Penalty: 4571.147949
	Iteration 26Q: 3 clusters Score -1157867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1157869.250000 Penalty: 4571.147949
	Iteration 27Q: 3 clusters Score -1157869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1157870.125000 Penalty: 4571.147949
	Iteration 28Q: 3 clusters Score -1157870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1157869.500000 Penalty: 4571.147949
	Iteration 29Q: 3 clusters Score -1157870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1157871.750000 Penalty: 4571.147949
	Iteration 30Q: 3 clusters Score -1157872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1157871.250000 Penalty: 4571.147949
	Iteration 31Q: 3 clusters Score -1157871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1157870.125000 Penalty: 4571.147949
	Iteration 32Q: 3 clusters Score -1157870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1157869.750000 Penalty: 4571.147949
	Iteration 33Q: 3 clusters Score -1157870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1157871.250000 Penalty: 4571.147949
	Iteration 34Q: 3 clusters Score -1157871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1157871.250000 Penalty: 4571.147949
	Iteration 35F: 3 clusters Score -1157871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (191448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191448 members 
Entering Unmasked Estep 
Score: -23678960.000000 Penalty: 3016.268066
	Iteration 0F: 2 clusters Score -2.367896e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95804 members 
Mstep: Class 2 contains 95644 members 
Entering Unmasked Estep 
Score: -23552516.000000 Penalty: 6032.536133
	Iteration 0F: 3 clusters Score -2.355252e+07 nChanged 91858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96752 members 
Mstep: Class 2 contains 94696 members 
Entering Unmasked Estep 
Score: -23605556.000000 Penalty: 6032.536133
	Iteration 1F: 3 clusters Score -2.360556e+07 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97565 members 
Mstep: Class 2 contains 93883 members 
Entering Unmasked Estep 
Score: -23606396.000000 Penalty: 6032.536133
	Iteration 2Q: 3 clusters Score -2.36064e+07 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98737 members 
Mstep: Class 2 contains 92711 members 
Entering Unmasked Estep 
Score: -23607154.000000 Penalty: 6032.536133
	Iteration 3Q: 3 clusters Score -2.360715e+07 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100621 members 
Mstep: Class 2 contains 90827 members 
Entering Unmasked Estep 
Score: -23607798.000000 Penalty: 6032.536133
	Iteration 4Q: 3 clusters Score -2.36078e+07 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103458 members 
Mstep: Class 2 contains 87990 members 
Entering Unmasked Estep 
Score: -23608888.000000 Penalty: 6032.536133
	Iteration 5Q: 3 clusters Score -2.360889e+07 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107706 members 
Mstep: Class 2 contains 83742 members 
Entering Unmasked Estep 
Score: -23610554.000000 Penalty: 6032.536133
	Iteration 6Q: 3 clusters Score -2.361055e+07 nChanged 7388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114050 members 
Mstep: Class 2 contains 77398 members 
Entering Unmasked Estep 
Score: -23613234.000000 Penalty: 6032.536133
	Iteration 7Q: 3 clusters Score -2.361323e+07 nChanged 9582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122974 members 
Mstep: Class 2 contains 68474 members 
Entering Unmasked Estep 
Score: -23618140.000000 Penalty: 6032.536133
	Iteration 8F: 3 clusters Score -2.361814e+07 nChanged 12668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135278 members 
Mstep: Class 2 contains 56170 members 
Entering Unmasked Estep 
Score: -23626824.000000 Penalty: 6032.536133
	Iteration 9F: 3 clusters Score -2.362682e+07 nChanged 15471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150601 members 
Mstep: Class 2 contains 40847 members 
Entering Unmasked Estep 
Score: -23639658.000000 Penalty: 6032.536133
	Iteration 10F: 3 clusters Score -2.363966e+07 nChanged 15368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165899 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -23653762.000000 Penalty: 6032.536133
	Iteration 11F: 3 clusters Score -2.365376e+07 nChanged 11965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177846 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -23665176.000000 Penalty: 6032.536133
	Iteration 12F: 3 clusters Score -2.366518e+07 nChanged 7277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185121 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -23671524.000000 Penalty: 6032.536133
	Iteration 13Q: 3 clusters Score -2.367152e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188695 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -23674382.000000 Penalty: 6032.536133
	Iteration 14Q: 3 clusters Score -2.367438e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190083 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -23675484.000000 Penalty: 6032.536133
	Iteration 15Q: 3 clusters Score -2.367548e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190609 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -23675920.000000 Penalty: 6032.536133
	Iteration 16Q: 3 clusters Score -2.367592e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190795 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -23676068.000000 Penalty: 6032.536133
	Iteration 17Q: 3 clusters Score -2.367607e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190882 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -23676172.000000 Penalty: 6032.536133
	Iteration 18Q: 3 clusters Score -2.367617e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190917 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -23676224.000000 Penalty: 6032.536133
	Iteration 19Q: 3 clusters Score -2.367622e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190943 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -23676250.000000 Penalty: 6032.536133
	Iteration 20F: 3 clusters Score -2.367625e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190957 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -23676274.000000 Penalty: 6032.536133
	Iteration 21Q: 3 clusters Score -2.367627e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190966 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -23676308.000000 Penalty: 6032.536133
	Iteration 22Q: 3 clusters Score -2.367631e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190971 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -23676324.000000 Penalty: 6032.536133
	Iteration 23Q: 3 clusters Score -2.367632e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190974 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -23676348.000000 Penalty: 6032.536133
	Iteration 24Q: 3 clusters Score -2.367635e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190977 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -23676354.000000 Penalty: 6032.536133
	Iteration 25Q: 3 clusters Score -2.367635e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190980 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -23676346.000000 Penalty: 6032.536133
	Iteration 26Q: 3 clusters Score -2.367635e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190990 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -23676356.000000 Penalty: 6032.536133
	Iteration 27Q: 3 clusters Score -2.367636e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190995 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -23676356.000000 Penalty: 6032.536133
	Iteration 28Q: 3 clusters Score -2.367636e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190999 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -23676382.000000 Penalty: 6032.536133
	Iteration 29Q: 3 clusters Score -2.367638e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191005 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -23676390.000000 Penalty: 6032.536133
	Iteration 30Q: 3 clusters Score -2.367639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191008 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -23676406.000000 Penalty: 6032.536133
	Iteration 31Q: 3 clusters Score -2.367641e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191013 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -23676398.000000 Penalty: 6032.536133
	Iteration 32Q: 3 clusters Score -2.36764e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191013 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -23676412.000000 Penalty: 6032.536133
	Iteration 33Q: 3 clusters Score -2.367641e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191014 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -23676402.000000 Penalty: 6032.536133
	Iteration 34Q: 3 clusters Score -2.36764e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191016 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -23676400.000000 Penalty: 6032.536133
	Iteration 35Q: 3 clusters Score -2.36764e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191018 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -23676404.000000 Penalty: 6032.536133
	Iteration 36Q: 3 clusters Score -2.36764e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191019 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -23676406.000000 Penalty: 6032.536133
	Iteration 37Q: 3 clusters Score -2.367641e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191019 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -23676406.000000 Penalty: 6032.536133
	Iteration 38F: 3 clusters Score -2.367641e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Entering Unmasked Estep 
Score: -1513968.625000 Penalty: 2344.920410
	Iteration 0F: 2 clusters Score -1513969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1504550.750000 Penalty: 4689.840820
	Iteration 0F: 3 clusters Score -1504551 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1507639.500000 Penalty: 4689.840820
	Iteration 1F: 3 clusters Score -1507640 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1508166.250000 Penalty: 4689.840820
	Iteration 2F: 3 clusters Score -1508166 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1508605.250000 Penalty: 4689.840820
	Iteration 3F: 3 clusters Score -1508605 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1509024.625000 Penalty: 4689.840820
	Iteration 4F: 3 clusters Score -1509025 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1509378.625000 Penalty: 4689.840820
	Iteration 5F: 3 clusters Score -1509379 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1509673.500000 Penalty: 4689.840820
	Iteration 6Q: 3 clusters Score -1509674 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1509937.250000 Penalty: 4689.840820
	Iteration 7Q: 3 clusters Score -1509937 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1510158.750000 Penalty: 4689.840820
	Iteration 8Q: 3 clusters Score -1510159 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1510358.375000 Penalty: 4689.840820
	Iteration 9Q: 3 clusters Score -1510358 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1510525.375000 Penalty: 4689.840820
	Iteration 10Q: 3 clusters Score -1510525 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1510654.375000 Penalty: 4689.840820
	Iteration 11Q: 3 clusters Score -1510654 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1510766.500000 Penalty: 4689.840820
	Iteration 12Q: 3 clusters Score -1510766 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1510853.500000 Penalty: 4689.840820
	Iteration 13Q: 3 clusters Score -1510854 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1510912.625000 Penalty: 4689.840820
	Iteration 14Q: 3 clusters Score -1510913 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1510964.500000 Penalty: 4689.840820
	Iteration 15Q: 3 clusters Score -1510964 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1511024.750000 Penalty: 4689.840820
	Iteration 16Q: 3 clusters Score -1511025 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1511078.250000 Penalty: 4689.840820
	Iteration 17Q: 3 clusters Score -1511078 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1511134.125000 Penalty: 4689.840820
	Iteration 18Q: 3 clusters Score -1511134 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1511186.250000 Penalty: 4689.840820
	Iteration 19Q: 3 clusters Score -1511186 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1511230.625000 Penalty: 4689.840820
	Iteration 20F: 3 clusters Score -1511231 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1511271.375000 Penalty: 4689.840820
	Iteration 21Q: 3 clusters Score -1511271 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1511301.750000 Penalty: 4689.840820
	Iteration 22Q: 3 clusters Score -1511302 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1511336.875000 Penalty: 4689.840820
	Iteration 23Q: 3 clusters Score -1511337 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1511368.250000 Penalty: 4689.840820
	Iteration 24Q: 3 clusters Score -1511368 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1511407.750000 Penalty: 4689.840820
	Iteration 25Q: 3 clusters Score -1511408 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1511443.750000 Penalty: 4689.840820
	Iteration 26Q: 3 clusters Score -1511444 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1511488.375000 Penalty: 4689.840820
	Iteration 27Q: 3 clusters Score -1511488 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1511522.625000 Penalty: 4689.840820
	Iteration 28Q: 3 clusters Score -1511523 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1511559.000000 Penalty: 4689.840820
	Iteration 29Q: 3 clusters Score -1511559 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1511601.875000 Penalty: 4689.840820
	Iteration 30Q: 3 clusters Score -1511602 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1511642.750000 Penalty: 4689.840820
	Iteration 31Q: 3 clusters Score -1511643 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1511684.500000 Penalty: 4689.840820
	Iteration 32Q: 3 clusters Score -1511684 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1511719.250000 Penalty: 4689.840820
	Iteration 33Q: 3 clusters Score -1511719 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1511743.750000 Penalty: 4689.840820
	Iteration 34Q: 3 clusters Score -1511744 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1511782.875000 Penalty: 4689.840820
	Iteration 35Q: 3 clusters Score -1511783 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1511818.750000 Penalty: 4689.840820
	Iteration 36Q: 3 clusters Score -1511819 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1511856.500000 Penalty: 4689.840820
	Iteration 37Q: 3 clusters Score -1511856 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1511894.750000 Penalty: 4689.840820
	Iteration 38Q: 3 clusters Score -1511895 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1511927.500000 Penalty: 4689.840820
	Iteration 39Q: 3 clusters Score -1511928 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1511960.000000 Penalty: 4689.840820
	Iteration 40F: 3 clusters Score -1511960 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1512008.500000 Penalty: 4689.840820
	Iteration 41Q: 3 clusters Score -1512008 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1512054.250000 Penalty: 4689.840820
	Iteration 42Q: 3 clusters Score -1512054 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1512097.375000 Penalty: 4689.840820
	Iteration 43Q: 3 clusters Score -1512097 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1512144.750000 Penalty: 4689.840820
	Iteration 44Q: 3 clusters Score -1512145 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1512194.875000 Penalty: 4689.840820
	Iteration 45Q: 3 clusters Score -1512195 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1512241.875000 Penalty: 4689.840820
	Iteration 46Q: 3 clusters Score -1512242 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1512297.625000 Penalty: 4689.840820
	Iteration 47Q: 3 clusters Score -1512298 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1512362.500000 Penalty: 4689.840820
	Iteration 48Q: 3 clusters Score -1512362 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1512440.625000 Penalty: 4689.840820
	Iteration 49Q: 3 clusters Score -1512441 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1512543.625000 Penalty: 4689.840820
	Iteration 50Q: 3 clusters Score -1512544 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1512631.000000 Penalty: 4689.840820
	Iteration 51Q: 3 clusters Score -1512631 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1512699.875000 Penalty: 4689.840820
	Iteration 52Q: 3 clusters Score -1512700 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1512746.125000 Penalty: 4689.840820
	Iteration 53Q: 3 clusters Score -1512746 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1512781.500000 Penalty: 4689.840820
	Iteration 54Q: 3 clusters Score -1512782 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1512811.750000 Penalty: 4689.840820
	Iteration 55Q: 3 clusters Score -1512812 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1512839.750000 Penalty: 4689.840820
	Iteration 56Q: 3 clusters Score -1512840 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1512860.125000 Penalty: 4689.840820
	Iteration 57Q: 3 clusters Score -1512860 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1512875.750000 Penalty: 4689.840820
	Iteration 58Q: 3 clusters Score -1512876 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1512890.625000 Penalty: 4689.840820
	Iteration 59Q: 3 clusters Score -1512891 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1512927.000000 Penalty: 4689.840820
	Iteration 60F: 3 clusters Score -1512927 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1512946.375000 Penalty: 4689.840820
	Iteration 61Q: 3 clusters Score -1512946 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1512957.500000 Penalty: 4689.840820
	Iteration 62Q: 3 clusters Score -1512958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1512971.500000 Penalty: 4689.840820
	Iteration 63Q: 3 clusters Score -1512972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1512978.625000 Penalty: 4689.840820
	Iteration 64Q: 3 clusters Score -1512979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1512978.375000 Penalty: 4689.840820
	Iteration 65Q: 3 clusters Score -1512978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -1512983.875000 Penalty: 4689.840820
	Iteration 66Q: 3 clusters Score -1512984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1512985.750000 Penalty: 4689.840820
	Iteration 67Q: 3 clusters Score -1512986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1512991.625000 Penalty: 4689.840820
	Iteration 68Q: 3 clusters Score -1512992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1512992.375000 Penalty: 4689.840820
	Iteration 69Q: 3 clusters Score -1512992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -1512994.375000 Penalty: 4689.840820
	Iteration 70Q: 3 clusters Score -1512994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1512997.125000 Penalty: 4689.840820
	Iteration 71Q: 3 clusters Score -1512997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1512998.625000 Penalty: 4689.840820
	Iteration 72Q: 3 clusters Score -1512999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1512997.500000 Penalty: 4689.840820
	Iteration 73Q: 3 clusters Score -1512998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1512997.625000 Penalty: 4689.840820
	Iteration 74Q: 3 clusters Score -1512998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1512997.875000 Penalty: 4689.840820
	Iteration 75Q: 3 clusters Score -1512998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1513000.250000 Penalty: 4689.840820
	Iteration 76Q: 3 clusters Score -1513000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1513000.750000 Penalty: 4689.840820
	Iteration 77Q: 3 clusters Score -1513001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1513000.500000 Penalty: 4689.840820
	Iteration 78Q: 3 clusters Score -1513000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1513000.250000 Penalty: 4689.840820
	Iteration 79Q: 3 clusters Score -1513000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -1513003.625000 Penalty: 4689.840820
	Iteration 80F: 3 clusters Score -1513004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -1513002.500000 Penalty: 4689.840820
	Iteration 81Q: 3 clusters Score -1513002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -1513004.125000 Penalty: 4689.840820
	Iteration 82Q: 3 clusters Score -1513004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1513006.375000 Penalty: 4689.840820
	Iteration 83Q: 3 clusters Score -1513006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1513011.125000 Penalty: 4689.840820
	Iteration 84Q: 3 clusters Score -1513011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1513011.375000 Penalty: 4689.840820
	Iteration 85Q: 3 clusters Score -1513011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1513011.000000 Penalty: 4689.840820
	Iteration 86Q: 3 clusters Score -1513011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1513010.750000 Penalty: 4689.840820
	Iteration 87Q: 3 clusters Score -1513011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1513010.750000 Penalty: 4689.840820
	Iteration 88F: 3 clusters Score -1513011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (150616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150616 members 
Entering Unmasked Estep 
Score: -18377344.000000 Penalty: 2956.777344
	Iteration 0F: 2 clusters Score -1.837734e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75547 members 
Mstep: Class 2 contains 75069 members 
Entering Unmasked Estep 
Score: -18276334.000000 Penalty: 5913.554688
	Iteration 0F: 3 clusters Score -1.827633e+07 nChanged 71940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78919 members 
Mstep: Class 2 contains 71697 members 
Entering Unmasked Estep 
Score: -18318166.000000 Penalty: 5913.554688
	Iteration 1F: 3 clusters Score -1.831817e+07 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81178 members 
Mstep: Class 2 contains 69438 members 
Entering Unmasked Estep 
Score: -18319458.000000 Penalty: 5913.554688
	Iteration 2Q: 3 clusters Score -1.831946e+07 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84873 members 
Mstep: Class 2 contains 65743 members 
Entering Unmasked Estep 
Score: -18321554.000000 Penalty: 5913.554688
	Iteration 3Q: 3 clusters Score -1.832155e+07 nChanged 7627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90544 members 
Mstep: Class 2 contains 60072 members 
Entering Unmasked Estep 
Score: -18325306.000000 Penalty: 5913.554688
	Iteration 4F: 3 clusters Score -1.832531e+07 nChanged 9666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98424 members 
Mstep: Class 2 contains 52192 members 
Entering Unmasked Estep 
Score: -18331148.000000 Penalty: 5913.554688
	Iteration 5F: 3 clusters Score -1.833115e+07 nChanged 11280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108308 members 
Mstep: Class 2 contains 42308 members 
Entering Unmasked Estep 
Score: -18339080.000000 Penalty: 5913.554688
	Iteration 6F: 3 clusters Score -1.833908e+07 nChanged 11670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119062 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -18348464.000000 Penalty: 5913.554688
	Iteration 7F: 3 clusters Score -1.834846e+07 nChanged 10713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129375 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -18357460.000000 Penalty: 5913.554688
	Iteration 8F: 3 clusters Score -1.835746e+07 nChanged 8344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137619 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -18364934.000000 Penalty: 5913.554688
	Iteration 9F: 3 clusters Score -1.836493e+07 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143357 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -18369536.000000 Penalty: 5913.554688
	Iteration 10Q: 3 clusters Score -1.836954e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146688 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -18372214.000000 Penalty: 5913.554688
	Iteration 11Q: 3 clusters Score -1.837221e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148394 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -18373404.000000 Penalty: 5913.554688
	Iteration 12Q: 3 clusters Score -1.83734e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149253 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -18374040.000000 Penalty: 5913.554688
	Iteration 13Q: 3 clusters Score -1.837404e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149656 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -18374332.000000 Penalty: 5913.554688
	Iteration 14Q: 3 clusters Score -1.837433e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149845 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -18374506.000000 Penalty: 5913.554688
	Iteration 15Q: 3 clusters Score -1.837451e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149939 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -18374578.000000 Penalty: 5913.554688
	Iteration 16Q: 3 clusters Score -1.837458e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149990 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -18374622.000000 Penalty: 5913.554688
	Iteration 17Q: 3 clusters Score -1.837462e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150022 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -18374682.000000 Penalty: 5913.554688
	Iteration 18Q: 3 clusters Score -1.837468e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150044 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -18374692.000000 Penalty: 5913.554688
	Iteration 19Q: 3 clusters Score -1.837469e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150066 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -18374718.000000 Penalty: 5913.554688
	Iteration 20F: 3 clusters Score -1.837472e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150073 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -18374728.000000 Penalty: 5913.554688
	Iteration 21Q: 3 clusters Score -1.837473e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150082 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -18374736.000000 Penalty: 5913.554688
	Iteration 22Q: 3 clusters Score -1.837474e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150089 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -18374738.000000 Penalty: 5913.554688
	Iteration 23Q: 3 clusters Score -1.837474e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150091 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -18374734.000000 Penalty: 5913.554688
	Iteration 24Q: 3 clusters Score -1.837473e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150095 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -18374746.000000 Penalty: 5913.554688
	Iteration 25Q: 3 clusters Score -1.837475e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150095 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -18374746.000000 Penalty: 5913.554688
	Iteration 26Q: 3 clusters Score -1.837475e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150097 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -18374752.000000 Penalty: 5913.554688
	Iteration 27Q: 3 clusters Score -1.837475e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150101 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -18374752.000000 Penalty: 5913.554688
	Iteration 28Q: 3 clusters Score -1.837475e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150106 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -18374754.000000 Penalty: 5913.554688
	Iteration 29Q: 3 clusters Score -1.837475e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150109 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -18374748.000000 Penalty: 5913.554688
	Iteration 30Q: 3 clusters Score -1.837475e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150113 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -18374748.000000 Penalty: 5913.554688
	Iteration 31Q: 3 clusters Score -1.837475e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150115 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -18374754.000000 Penalty: 5913.554688
	Iteration 32Q: 3 clusters Score -1.837475e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150113 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -18374764.000000 Penalty: 5913.554688
	Iteration 33Q: 3 clusters Score -1.837476e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150115 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -18374752.000000 Penalty: 5913.554688
	Iteration 34Q: 3 clusters Score -1.837475e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150118 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -18374740.000000 Penalty: 5913.554688
	Iteration 35Q: 3 clusters Score -1.837474e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150119 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -18374740.000000 Penalty: 5913.554688
	Iteration 36Q: 3 clusters Score -1.837474e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150120 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -18374740.000000 Penalty: 5913.554688
	Iteration 37Q: 3 clusters Score -1.837474e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150120 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -18374740.000000 Penalty: 5913.554688
	Iteration 38F: 3 clusters Score -1.837474e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Entering Unmasked Estep 
Score: -1786201.875000 Penalty: 2380.316162
	Iteration 0F: 2 clusters Score -1786202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1775550.125000 Penalty: 4760.632324
	Iteration 0F: 3 clusters Score -1775550 nChanged 6438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1779013.375000 Penalty: 4760.632324
	Iteration 1F: 3 clusters Score -1779013 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1779460.375000 Penalty: 4760.632324
	Iteration 2F: 3 clusters Score -1779460 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1779880.250000 Penalty: 4760.632324
	Iteration 3F: 3 clusters Score -1779880 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1780313.125000 Penalty: 4760.632324
	Iteration 4F: 3 clusters Score -1780313 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1780663.375000 Penalty: 4760.632324
	Iteration 5Q: 3 clusters Score -1780663 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1780968.500000 Penalty: 4760.632324
	Iteration 6Q: 3 clusters Score -1780968 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1781182.750000 Penalty: 4760.632324
	Iteration 7Q: 3 clusters Score -1781183 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1781356.125000 Penalty: 4760.632324
	Iteration 8Q: 3 clusters Score -1781356 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1781484.125000 Penalty: 4760.632324
	Iteration 9Q: 3 clusters Score -1781484 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1781600.750000 Penalty: 4760.632324
	Iteration 10Q: 3 clusters Score -1781601 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1781692.375000 Penalty: 4760.632324
	Iteration 11Q: 3 clusters Score -1781692 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1781769.000000 Penalty: 4760.632324
	Iteration 12Q: 3 clusters Score -1781769 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1781828.625000 Penalty: 4760.632324
	Iteration 13Q: 3 clusters Score -1781829 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1781881.625000 Penalty: 4760.632324
	Iteration 14Q: 3 clusters Score -1781882 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1781929.750000 Penalty: 4760.632324
	Iteration 15Q: 3 clusters Score -1781930 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1781971.625000 Penalty: 4760.632324
	Iteration 16Q: 3 clusters Score -1781972 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1782023.875000 Penalty: 4760.632324
	Iteration 17Q: 3 clusters Score -1782024 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1782076.750000 Penalty: 4760.632324
	Iteration 18Q: 3 clusters Score -1782077 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1782131.125000 Penalty: 4760.632324
	Iteration 19Q: 3 clusters Score -1782131 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1782188.000000 Penalty: 4760.632324
	Iteration 20F: 3 clusters Score -1782188 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1782231.000000 Penalty: 4760.632324
	Iteration 21Q: 3 clusters Score -1782231 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1782287.375000 Penalty: 4760.632324
	Iteration 22Q: 3 clusters Score -1782287 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1782343.750000 Penalty: 4760.632324
	Iteration 23Q: 3 clusters Score -1782344 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1782425.625000 Penalty: 4760.632324
	Iteration 24Q: 3 clusters Score -1782426 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1782509.250000 Penalty: 4760.632324
	Iteration 25Q: 3 clusters Score -1782509 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1782597.500000 Penalty: 4760.632324
	Iteration 26Q: 3 clusters Score -1782598 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1782680.375000 Penalty: 4760.632324
	Iteration 27Q: 3 clusters Score -1782680 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1782781.000000 Penalty: 4760.632324
	Iteration 28Q: 3 clusters Score -1782781 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1782885.250000 Penalty: 4760.632324
	Iteration 29Q: 3 clusters Score -1782885 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1783003.375000 Penalty: 4760.632324
	Iteration 30Q: 3 clusters Score -1783003 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1783126.375000 Penalty: 4760.632324
	Iteration 31Q: 3 clusters Score -1783126 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1783262.250000 Penalty: 4760.632324
	Iteration 32Q: 3 clusters Score -1783262 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1783388.125000 Penalty: 4760.632324
	Iteration 33Q: 3 clusters Score -1783388 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1783518.750000 Penalty: 4760.632324
	Iteration 34Q: 3 clusters Score -1783519 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1783627.000000 Penalty: 4760.632324
	Iteration 35Q: 3 clusters Score -1783627 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1783714.000000 Penalty: 4760.632324
	Iteration 36Q: 3 clusters Score -1783714 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1783800.375000 Penalty: 4760.632324
	Iteration 37Q: 3 clusters Score -1783800 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1783876.000000 Penalty: 4760.632324
	Iteration 38Q: 3 clusters Score -1783876 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1783931.500000 Penalty: 4760.632324
	Iteration 39Q: 3 clusters Score -1783932 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1783985.875000 Penalty: 4760.632324
	Iteration 40F: 3 clusters Score -1783986 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1784039.125000 Penalty: 4760.632324
	Iteration 41Q: 3 clusters Score -1784039 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1784071.875000 Penalty: 4760.632324
	Iteration 42Q: 3 clusters Score -1784072 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1784083.000000 Penalty: 4760.632324
	Iteration 43Q: 3 clusters Score -1784083 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1784092.625000 Penalty: 4760.632324
	Iteration 44Q: 3 clusters Score -1784093 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1784100.500000 Penalty: 4760.632324
	Iteration 45Q: 3 clusters Score -1784100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1784111.750000 Penalty: 4760.632324
	Iteration 46Q: 3 clusters Score -1784112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1784119.500000 Penalty: 4760.632324
	Iteration 47Q: 3 clusters Score -1784120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1784131.125000 Penalty: 4760.632324
	Iteration 48Q: 3 clusters Score -1784131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1784137.875000 Penalty: 4760.632324
	Iteration 49Q: 3 clusters Score -1784138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1784149.000000 Penalty: 4760.632324
	Iteration 50Q: 3 clusters Score -1784149 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1784156.500000 Penalty: 4760.632324
	Iteration 51Q: 3 clusters Score -1784156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1784162.875000 Penalty: 4760.632324
	Iteration 52Q: 3 clusters Score -1784163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1784173.625000 Penalty: 4760.632324
	Iteration 53Q: 3 clusters Score -1784174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1784180.500000 Penalty: 4760.632324
	Iteration 54Q: 3 clusters Score -1784180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1784188.000000 Penalty: 4760.632324
	Iteration 55Q: 3 clusters Score -1784188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1784195.875000 Penalty: 4760.632324
	Iteration 56Q: 3 clusters Score -1784196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1784204.250000 Penalty: 4760.632324
	Iteration 57Q: 3 clusters Score -1784204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1784206.125000 Penalty: 4760.632324
	Iteration 58Q: 3 clusters Score -1784206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1784208.750000 Penalty: 4760.632324
	Iteration 59Q: 3 clusters Score -1784209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1784208.250000 Penalty: 4760.632324
	Iteration 60F: 3 clusters Score -1784208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Entering Unmasked Estep 
Score: -873174.000000 Penalty: 2215.385010
	Iteration 0F: 2 clusters Score -873174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -866990.625000 Penalty: 4430.770020
	Iteration 0F: 3 clusters Score -866990.6 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -868649.937500 Penalty: 4430.770020
	Iteration 1F: 3 clusters Score -868649.9 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -868963.500000 Penalty: 4430.770020
	Iteration 2F: 3 clusters Score -868963.5 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -869173.000000 Penalty: 4430.770020
	Iteration 3F: 3 clusters Score -869173 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -869359.500000 Penalty: 4430.770020
	Iteration 4Q: 3 clusters Score -869359.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -869557.062500 Penalty: 4430.770020
	Iteration 5Q: 3 clusters Score -869557.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -869758.875000 Penalty: 4430.770020
	Iteration 6Q: 3 clusters Score -869758.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -869915.250000 Penalty: 4430.770020
	Iteration 7Q: 3 clusters Score -869915.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -870065.250000 Penalty: 4430.770020
	Iteration 8Q: 3 clusters Score -870065.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -870236.250000 Penalty: 4430.770020
	Iteration 9Q: 3 clusters Score -870236.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -870401.625000 Penalty: 4430.770020
	Iteration 10Q: 3 clusters Score -870401.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -870573.500000 Penalty: 4430.770020
	Iteration 11Q: 3 clusters Score -870573.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -870754.250000 Penalty: 4430.770020
	Iteration 12Q: 3 clusters Score -870754.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -870895.750000 Penalty: 4430.770020
	Iteration 13Q: 3 clusters Score -870895.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -871021.562500 Penalty: 4430.770020
	Iteration 14Q: 3 clusters Score -871021.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -871120.625000 Penalty: 4430.770020
	Iteration 15Q: 3 clusters Score -871120.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -871188.562500 Penalty: 4430.770020
	Iteration 16Q: 3 clusters Score -871188.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -871253.187500 Penalty: 4430.770020
	Iteration 17Q: 3 clusters Score -871253.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -871307.875000 Penalty: 4430.770020
	Iteration 18Q: 3 clusters Score -871307.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -871366.937500 Penalty: 4430.770020
	Iteration 19Q: 3 clusters Score -871366.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -871421.937500 Penalty: 4430.770020
	Iteration 20F: 3 clusters Score -871421.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -871464.062500 Penalty: 4430.770020
	Iteration 21Q: 3 clusters Score -871464.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -871496.812500 Penalty: 4430.770020
	Iteration 22Q: 3 clusters Score -871496.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -871522.312500 Penalty: 4430.770020
	Iteration 23Q: 3 clusters Score -871522.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -871544.312500 Penalty: 4430.770020
	Iteration 24Q: 3 clusters Score -871544.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -871554.375000 Penalty: 4430.770020
	Iteration 25Q: 3 clusters Score -871554.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -871564.750000 Penalty: 4430.770020
	Iteration 26Q: 3 clusters Score -871564.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -871577.000000 Penalty: 4430.770020
	Iteration 27Q: 3 clusters Score -871577 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -871595.312500 Penalty: 4430.770020
	Iteration 28Q: 3 clusters Score -871595.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -871605.562500 Penalty: 4430.770020
	Iteration 29Q: 3 clusters Score -871605.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -871621.875000 Penalty: 4430.770020
	Iteration 30Q: 3 clusters Score -871621.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -871631.625000 Penalty: 4430.770020
	Iteration 31Q: 3 clusters Score -871631.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -871643.500000 Penalty: 4430.770020
	Iteration 32Q: 3 clusters Score -871643.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -871648.125000 Penalty: 4430.770020
	Iteration 33Q: 3 clusters Score -871648.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -871649.625000 Penalty: 4430.770020
	Iteration 34Q: 3 clusters Score -871649.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -871653.250000 Penalty: 4430.770020
	Iteration 35Q: 3 clusters Score -871653.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -871655.562500 Penalty: 4430.770020
	Iteration 36Q: 3 clusters Score -871655.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -871656.812500 Penalty: 4430.770020
	Iteration 37Q: 3 clusters Score -871656.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -871657.062500 Penalty: 4430.770020
	Iteration 38Q: 3 clusters Score -871657.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -871659.687500 Penalty: 4430.770020
	Iteration 39Q: 3 clusters Score -871659.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -871660.687500 Penalty: 4430.770020
	Iteration 40F: 3 clusters Score -871660.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -871663.312500 Penalty: 4430.770020
	Iteration 41Q: 3 clusters Score -871663.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -871663.312500 Penalty: 4430.770020
	Iteration 42F: 3 clusters Score -871663.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -1019783.187500 Penalty: 2236.004883
	Iteration 0F: 2 clusters Score -1019783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1013201.437500 Penalty: 4472.009766
	Iteration 0F: 3 clusters Score -1013201 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1014947.437500 Penalty: 4472.009766
	Iteration 1F: 3 clusters Score -1014947 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1015201.250000 Penalty: 4472.009766
	Iteration 2F: 3 clusters Score -1015201 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1015374.187500 Penalty: 4472.009766
	Iteration 3Q: 3 clusters Score -1015374 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1015487.875000 Penalty: 4472.009766
	Iteration 4Q: 3 clusters Score -1015488 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1015580.375000 Penalty: 4472.009766
	Iteration 5Q: 3 clusters Score -1015580 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1015647.687500 Penalty: 4472.009766
	Iteration 6Q: 3 clusters Score -1015648 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1015699.625000 Penalty: 4472.009766
	Iteration 7Q: 3 clusters Score -1015700 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1015742.250000 Penalty: 4472.009766
	Iteration 8Q: 3 clusters Score -1015742 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1015794.875000 Penalty: 4472.009766
	Iteration 9Q: 3 clusters Score -1015795 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1015842.750000 Penalty: 4472.009766
	Iteration 10Q: 3 clusters Score -1015843 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1015891.500000 Penalty: 4472.009766
	Iteration 11Q: 3 clusters Score -1015892 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1015941.562500 Penalty: 4472.009766
	Iteration 12Q: 3 clusters Score -1015942 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1015989.375000 Penalty: 4472.009766
	Iteration 13Q: 3 clusters Score -1015989 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1016045.125000 Penalty: 4472.009766
	Iteration 14Q: 3 clusters Score -1016045 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1016114.500000 Penalty: 4472.009766
	Iteration 15Q: 3 clusters Score -1016114 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1016189.812500 Penalty: 4472.009766
	Iteration 16Q: 3 clusters Score -1016190 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1016281.312500 Penalty: 4472.009766
	Iteration 17Q: 3 clusters Score -1016281 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1016389.375000 Penalty: 4472.009766
	Iteration 18Q: 3 clusters Score -1016389 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1016491.062500 Penalty: 4472.009766
	Iteration 19Q: 3 clusters Score -1016491 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1016618.750000 Penalty: 4472.009766
	Iteration 20F: 3 clusters Score -1016619 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1016780.875000 Penalty: 4472.009766
	Iteration 21Q: 3 clusters Score -1016781 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1016944.687500 Penalty: 4472.009766
	Iteration 22Q: 3 clusters Score -1016945 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1017091.687500 Penalty: 4472.009766
	Iteration 23Q: 3 clusters Score -1017092 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1017214.812500 Penalty: 4472.009766
	Iteration 24Q: 3 clusters Score -1017215 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1017314.750000 Penalty: 4472.009766
	Iteration 25Q: 3 clusters Score -1017315 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1017405.125000 Penalty: 4472.009766
	Iteration 26Q: 3 clusters Score -1017405 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1017492.625000 Penalty: 4472.009766
	Iteration 27Q: 3 clusters Score -1017493 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1017563.187500 Penalty: 4472.009766
	Iteration 28Q: 3 clusters Score -1017563 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1017612.375000 Penalty: 4472.009766
	Iteration 29Q: 3 clusters Score -1017612 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1017651.375000 Penalty: 4472.009766
	Iteration 30Q: 3 clusters Score -1017651 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1017679.187500 Penalty: 4472.009766
	Iteration 31Q: 3 clusters Score -1017679 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1017703.187500 Penalty: 4472.009766
	Iteration 32Q: 3 clusters Score -1017703 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1017723.000000 Penalty: 4472.009766
	Iteration 33Q: 3 clusters Score -1017723 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1017740.187500 Penalty: 4472.009766
	Iteration 34Q: 3 clusters Score -1017740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1017751.437500 Penalty: 4472.009766
	Iteration 35Q: 3 clusters Score -1017751 nChanged 14
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: -1017766.375000 Penalty: 4472.009766
	Iteration 36Q: 3 clusters Score -1017766 nChanged 8
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: -1017773.812500 Penalty: 4472.009766
	Iteration 37Q: 3 clusters Score -1017774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1017781.250000 Penalty: 4472.009766
	Iteration 38Q: 3 clusters Score -1017781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1017786.937500 Penalty: 4472.009766
	Iteration 39Q: 3 clusters Score -1017787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1017789.062500 Penalty: 4472.009766
	Iteration 40F: 3 clusters Score -1017789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1017792.125000 Penalty: 4472.009766
	Iteration 41Q: 3 clusters Score -1017792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1017796.500000 Penalty: 4472.009766
	Iteration 42Q: 3 clusters Score -1017796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1017804.375000 Penalty: 4472.009766
	Iteration 43Q: 3 clusters Score -1017804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1017806.375000 Penalty: 4472.009766
	Iteration 44Q: 3 clusters Score -1017806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1017812.687500 Penalty: 4472.009766
	Iteration 45Q: 3 clusters Score -1017813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1017821.500000 Penalty: 4472.009766
	Iteration 46Q: 3 clusters Score -1017822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1017827.125000 Penalty: 4472.009766
	Iteration 47Q: 3 clusters Score -1017827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1017829.562500 Penalty: 4472.009766
	Iteration 48Q: 3 clusters Score -1017830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1017830.437500 Penalty: 4472.009766
	Iteration 49Q: 3 clusters Score -1017830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1017830.437500 Penalty: 4472.009766
	Iteration 50F: 3 clusters Score -1017830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Entering Unmasked Estep 
Score: -1061368.625000 Penalty: 2254.789795
	Iteration 0F: 2 clusters Score -1061369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1054410.000000 Penalty: 4509.579590
	Iteration 0F: 3 clusters Score -1054410 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1056415.125000 Penalty: 4509.579590
	Iteration 1F: 3 clusters Score -1056415 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1056740.250000 Penalty: 4509.579590
	Iteration 2F: 3 clusters Score -1056740 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1057032.750000 Penalty: 4509.579590
	Iteration 3F: 3 clusters Score -1057033 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1057335.500000 Penalty: 4509.579590
	Iteration 4F: 3 clusters Score -1057336 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1057795.750000 Penalty: 4509.579590
	Iteration 5F: 3 clusters Score -1057796 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1058490.875000 Penalty: 4509.579590
	Iteration 6F: 3 clusters Score -1058491 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1059240.750000 Penalty: 4509.579590
	Iteration 7F: 3 clusters Score -1059241 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1059907.125000 Penalty: 4509.579590
	Iteration 8F: 3 clusters Score -1059907 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1060325.625000 Penalty: 4509.579590
	Iteration 9F: 3 clusters Score -1060326 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1060543.125000 Penalty: 4509.579590
	Iteration 10Q: 3 clusters Score -1060543 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1060652.875000 Penalty: 4509.579590
	Iteration 11Q: 3 clusters Score -1060653 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1060707.625000 Penalty: 4509.579590
	Iteration 12Q: 3 clusters Score -1060708 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1060739.750000 Penalty: 4509.579590
	Iteration 13Q: 3 clusters Score -1060740 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1060757.875000 Penalty: 4509.579590
	Iteration 14Q: 3 clusters Score -1060758 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1060770.000000 Penalty: 4509.579590
	Iteration 15Q: 3 clusters Score -1060770 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1060782.625000 Penalty: 4509.579590
	Iteration 16Q: 3 clusters Score -1060783 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1060788.750000 Penalty: 4509.579590
	Iteration 17Q: 3 clusters Score -1060789 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1060796.750000 Penalty: 4509.579590
	Iteration 18Q: 3 clusters Score -1060797 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1060802.375000 Penalty: 4509.579590
	Iteration 19Q: 3 clusters Score -1060802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1060805.375000 Penalty: 4509.579590
	Iteration 20F: 3 clusters Score -1060805 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1060808.000000 Penalty: 4509.579590
	Iteration 21Q: 3 clusters Score -1060808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1060812.000000 Penalty: 4509.579590
	Iteration 22Q: 3 clusters Score -1060812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1060816.250000 Penalty: 4509.579590
	Iteration 23Q: 3 clusters Score -1060816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1060813.750000 Penalty: 4509.579590
	Iteration 24Q: 3 clusters Score -1060814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1060815.125000 Penalty: 4509.579590
	Iteration 25Q: 3 clusters Score -1060815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1060815.125000 Penalty: 4509.579590
	Iteration 26Q: 3 clusters Score -1060815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1060816.500000 Penalty: 4509.579590
	Iteration 27Q: 3 clusters Score -1060816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1060816.500000 Penalty: 4509.579590
	Iteration 28F: 3 clusters Score -1060816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Entering Unmasked Estep 
Score: -1057331.000000 Penalty: 2258.117676
	Iteration 0F: 2 clusters Score -1057331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1050344.875000 Penalty: 4516.235352
	Iteration 0F: 3 clusters Score -1050345 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1052426.125000 Penalty: 4516.235352
	Iteration 1F: 3 clusters Score -1052426 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1052814.625000 Penalty: 4516.235352
	Iteration 2F: 3 clusters Score -1052815 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1053148.125000 Penalty: 4516.235352
	Iteration 3F: 3 clusters Score -1053148 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1053458.500000 Penalty: 4516.235352
	Iteration 4F: 3 clusters Score -1053458 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1053765.875000 Penalty: 4516.235352
	Iteration 5F: 3 clusters Score -1053766 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1054051.250000 Penalty: 4516.235352
	Iteration 6Q: 3 clusters Score -1054051 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1054307.250000 Penalty: 4516.235352
	Iteration 7Q: 3 clusters Score -1054307 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1054564.750000 Penalty: 4516.235352
	Iteration 8Q: 3 clusters Score -1054565 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1054760.125000 Penalty: 4516.235352
	Iteration 9Q: 3 clusters Score -1054760 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1054910.875000 Penalty: 4516.235352
	Iteration 10Q: 3 clusters Score -1054911 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1055057.375000 Penalty: 4516.235352
	Iteration 11Q: 3 clusters Score -1055057 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1055168.875000 Penalty: 4516.235352
	Iteration 12Q: 3 clusters Score -1055169 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1055254.375000 Penalty: 4516.235352
	Iteration 13Q: 3 clusters Score -1055254 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1055330.375000 Penalty: 4516.235352
	Iteration 14Q: 3 clusters Score -1055330 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1055387.750000 Penalty: 4516.235352
	Iteration 15Q: 3 clusters Score -1055388 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1055426.750000 Penalty: 4516.235352
	Iteration 16Q: 3 clusters Score -1055427 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1055464.875000 Penalty: 4516.235352
	Iteration 17Q: 3 clusters Score -1055465 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1055495.625000 Penalty: 4516.235352
	Iteration 18Q: 3 clusters Score -1055496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1055512.000000 Penalty: 4516.235352
	Iteration 19Q: 3 clusters Score -1055512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1055518.125000 Penalty: 4516.235352
	Iteration 20F: 3 clusters Score -1055518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1055528.625000 Penalty: 4516.235352
	Iteration 21Q: 3 clusters Score -1055529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1055536.375000 Penalty: 4516.235352
	Iteration 22Q: 3 clusters Score -1055536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1055543.625000 Penalty: 4516.235352
	Iteration 23Q: 3 clusters Score -1055544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1055551.125000 Penalty: 4516.235352
	Iteration 24Q: 3 clusters Score -1055551 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1055563.250000 Penalty: 4516.235352
	Iteration 25Q: 3 clusters Score -1055563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1055567.125000 Penalty: 4516.235352
	Iteration 26Q: 3 clusters Score -1055567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1055569.500000 Penalty: 4516.235352
	Iteration 27Q: 3 clusters Score -1055570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1055574.375000 Penalty: 4516.235352
	Iteration 28Q: 3 clusters Score -1055574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1055575.125000 Penalty: 4516.235352
	Iteration 29Q: 3 clusters Score -1055575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1055579.750000 Penalty: 4516.235352
	Iteration 30Q: 3 clusters Score -1055580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1055581.750000 Penalty: 4516.235352
	Iteration 31Q: 3 clusters Score -1055582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1055583.375000 Penalty: 4516.235352
	Iteration 32Q: 3 clusters Score -1055583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1055585.500000 Penalty: 4516.235352
	Iteration 33Q: 3 clusters Score -1055586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1055585.500000 Penalty: 4516.235352
	Iteration 34F: 3 clusters Score -1055586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Entering Unmasked Estep 
Score: -638262.437500 Penalty: 2148.129639
	Iteration 0F: 2 clusters Score -638262.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -633276.875000 Penalty: 4296.259277
	Iteration 0F: 3 clusters Score -633276.9 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -634671.750000 Penalty: 4296.259277
	Iteration 1F: 3 clusters Score -634671.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -634966.687500 Penalty: 4296.259277
	Iteration 2F: 3 clusters Score -634966.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -635213.250000 Penalty: 4296.259277
	Iteration 3F: 3 clusters Score -635213.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -635447.375000 Penalty: 4296.259277
	Iteration 4F: 3 clusters Score -635447.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -635692.250000 Penalty: 4296.259277
	Iteration 5F: 3 clusters Score -635692.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -635936.312500 Penalty: 4296.259277
	Iteration 6F: 3 clusters Score -635936.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -636117.000000 Penalty: 4296.259277
	Iteration 7Q: 3 clusters Score -636117 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -636257.937500 Penalty: 4296.259277
	Iteration 8Q: 3 clusters Score -636257.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -636367.937500 Penalty: 4296.259277
	Iteration 9Q: 3 clusters Score -636367.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -636446.312500 Penalty: 4296.259277
	Iteration 10Q: 3 clusters Score -636446.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -636514.875000 Penalty: 4296.259277
	Iteration 11Q: 3 clusters Score -636514.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -636573.812500 Penalty: 4296.259277
	Iteration 12Q: 3 clusters Score -636573.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -636612.500000 Penalty: 4296.259277
	Iteration 13Q: 3 clusters Score -636612.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -636642.750000 Penalty: 4296.259277
	Iteration 14Q: 3 clusters Score -636642.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -636671.937500 Penalty: 4296.259277
	Iteration 15Q: 3 clusters Score -636671.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -636699.312500 Penalty: 4296.259277
	Iteration 16Q: 3 clusters Score -636699.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -636730.437500 Penalty: 4296.259277
	Iteration 17Q: 3 clusters Score -636730.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -636754.937500 Penalty: 4296.259277
	Iteration 18Q: 3 clusters Score -636754.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -636775.375000 Penalty: 4296.259277
	Iteration 19Q: 3 clusters Score -636775.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -636790.937500 Penalty: 4296.259277
	Iteration 20F: 3 clusters Score -636790.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -636806.937500 Penalty: 4296.259277
	Iteration 21Q: 3 clusters Score -636806.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -636816.750000 Penalty: 4296.259277
	Iteration 22Q: 3 clusters Score -636816.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -636825.125000 Penalty: 4296.259277
	Iteration 23Q: 3 clusters Score -636825.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -636837.250000 Penalty: 4296.259277
	Iteration 24Q: 3 clusters Score -636837.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -636843.812500 Penalty: 4296.259277
	Iteration 25Q: 3 clusters Score -636843.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -636848.000000 Penalty: 4296.259277
	Iteration 26Q: 3 clusters Score -636848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -636855.187500 Penalty: 4296.259277
	Iteration 27Q: 3 clusters Score -636855.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -636858.875000 Penalty: 4296.259277
	Iteration 28Q: 3 clusters Score -636858.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -636861.125000 Penalty: 4296.259277
	Iteration 29Q: 3 clusters Score -636861.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -636866.000000 Penalty: 4296.259277
	Iteration 30Q: 3 clusters Score -636866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -636869.625000 Penalty: 4296.259277
	Iteration 31Q: 3 clusters Score -636869.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -636873.687500 Penalty: 4296.259277
	Iteration 32Q: 3 clusters Score -636873.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -636877.875000 Penalty: 4296.259277
	Iteration 33Q: 3 clusters Score -636877.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -636884.812500 Penalty: 4296.259277
	Iteration 34Q: 3 clusters Score -636884.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -636896.125000 Penalty: 4296.259277
	Iteration 35Q: 3 clusters Score -636896.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -636911.437500 Penalty: 4296.259277
	Iteration 36Q: 3 clusters Score -636911.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -636932.187500 Penalty: 4296.259277
	Iteration 37Q: 3 clusters Score -636932.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -636955.250000 Penalty: 4296.259277
	Iteration 38Q: 3 clusters Score -636955.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -636973.437500 Penalty: 4296.259277
	Iteration 39Q: 3 clusters Score -636973.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -636985.750000 Penalty: 4296.259277
	Iteration 40F: 3 clusters Score -636985.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -636995.687500 Penalty: 4296.259277
	Iteration 41Q: 3 clusters Score -636995.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -637003.312500 Penalty: 4296.259277
	Iteration 42Q: 3 clusters Score -637003.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -637007.562500 Penalty: 4296.259277
	Iteration 43Q: 3 clusters Score -637007.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -637012.312500 Penalty: 4296.259277
	Iteration 44Q: 3 clusters Score -637012.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -637013.687500 Penalty: 4296.259277
	Iteration 45Q: 3 clusters Score -637013.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -637014.187500 Penalty: 4296.259277
	Iteration 46Q: 3 clusters Score -637014.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -637015.937500 Penalty: 4296.259277
	Iteration 47Q: 3 clusters Score -637015.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -637015.250000 Penalty: 4296.259277
	Iteration 48Q: 3 clusters Score -637015.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -637016.125000 Penalty: 4296.259277
	Iteration 49Q: 3 clusters Score -637016.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -637018.625000 Penalty: 4296.259277
	Iteration 50Q: 3 clusters Score -637018.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -637018.500000 Penalty: 4296.259277
	Iteration 51Q: 3 clusters Score -637018.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -637018.500000 Penalty: 4296.259277
	Iteration 52F: 3 clusters Score -637018.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (325761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325761 members 
Entering Unmasked Estep 
Score: -39622080.000000 Penalty: 3148.092041
	Iteration 0F: 2 clusters Score -3.962208e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163100 members 
Mstep: Class 2 contains 162661 members 
Entering Unmasked Estep 
Score: -39436604.000000 Penalty: 6296.184082
	Iteration 0F: 3 clusters Score -3.94366e+07 nChanged 157687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171517 members 
Mstep: Class 2 contains 154244 members 
Entering Unmasked Estep 
Score: -39529344.000000 Penalty: 6296.184082
	Iteration 1F: 3 clusters Score -3.952934e+07 nChanged 9509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176762 members 
Mstep: Class 2 contains 148999 members 
Entering Unmasked Estep 
Score: -39531484.000000 Penalty: 6296.184082
	Iteration 2Q: 3 clusters Score -3.953148e+07 nChanged 11838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184566 members 
Mstep: Class 2 contains 141195 members 
Entering Unmasked Estep 
Score: -39534720.000000 Penalty: 6296.184082
	Iteration 3Q: 3 clusters Score -3.953472e+07 nChanged 15167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195683 members 
Mstep: Class 2 contains 130078 members 
Entering Unmasked Estep 
Score: -39539428.000000 Penalty: 6296.184082
	Iteration 4Q: 3 clusters Score -3.953943e+07 nChanged 18422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209941 members 
Mstep: Class 2 contains 115820 members 
Entering Unmasked Estep 
Score: -39545784.000000 Penalty: 6296.184082
	Iteration 5F: 3 clusters Score -3.954578e+07 nChanged 20145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225866 members 
Mstep: Class 2 contains 99895 members 
Entering Unmasked Estep 
Score: -39552820.000000 Penalty: 6296.184082
	Iteration 6F: 3 clusters Score -3.955282e+07 nChanged 19925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241485 members 
Mstep: Class 2 contains 84276 members 
Entering Unmasked Estep 
Score: -39560344.000000 Penalty: 6296.184082
	Iteration 7F: 3 clusters Score -3.956034e+07 nChanged 17897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255174 members 
Mstep: Class 2 contains 70587 members 
Entering Unmasked Estep 
Score: -39568288.000000 Penalty: 6296.184082
	Iteration 8F: 3 clusters Score -3.956829e+07 nChanged 15059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265977 members 
Mstep: Class 2 contains 59784 members 
Entering Unmasked Estep 
Score: -39575552.000000 Penalty: 6296.184082
	Iteration 9Q: 3 clusters Score -3.957555e+07 nChanged 12366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273201 members 
Mstep: Class 2 contains 52560 members 
Entering Unmasked Estep 
Score: -39582020.000000 Penalty: 6296.184082
	Iteration 10Q: 3 clusters Score -3.958202e+07 nChanged 10136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277061 members 
Mstep: Class 2 contains 48700 members 
Entering Unmasked Estep 
Score: -39586988.000000 Penalty: 6296.184082
	Iteration 11Q: 3 clusters Score -3.958699e+07 nChanged 8305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278634 members 
Mstep: Class 2 contains 47127 members 
Entering Unmasked Estep 
Score: -39590072.000000 Penalty: 6296.184082
	Iteration 12Q: 3 clusters Score -3.959007e+07 nChanged 6228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279088 members 
Mstep: Class 2 contains 46673 members 
Entering Unmasked Estep 
Score: -39591420.000000 Penalty: 6296.184082
	Iteration 13Q: 3 clusters Score -3.959142e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279336 members 
Mstep: Class 2 contains 46425 members 
Entering Unmasked Estep 
Score: -39591900.000000 Penalty: 6296.184082
	Iteration 14Q: 3 clusters Score -3.95919e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279389 members 
Mstep: Class 2 contains 46372 members 
Entering Unmasked Estep 
Score: -39592140.000000 Penalty: 6296.184082
	Iteration 15Q: 3 clusters Score -3.959214e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279355 members 
Mstep: Class 2 contains 46406 members 
Entering Unmasked Estep 
Score: -39592168.000000 Penalty: 6296.184082
	Iteration 16Q: 3 clusters Score -3.959217e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279196 members 
Mstep: Class 2 contains 46565 members 
Entering Unmasked Estep 
Score: -39592248.000000 Penalty: 6296.184082
	Iteration 17Q: 3 clusters Score -3.959225e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278881 members 
Mstep: Class 2 contains 46880 members 
Entering Unmasked Estep 
Score: -39592168.000000 Penalty: 6296.184082
	Iteration 18Q: 3 clusters Score -3.959217e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278467 members 
Mstep: Class 2 contains 47294 members 
Entering Unmasked Estep 
Score: -39592092.000000 Penalty: 6296.184082
	Iteration 19Q: 3 clusters Score -3.959209e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277949 members 
Mstep: Class 2 contains 47812 members 
Entering Unmasked Estep 
Score: -39592176.000000 Penalty: 6296.184082
	Iteration 20F: 3 clusters Score -3.959218e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277324 members 
Mstep: Class 2 contains 48437 members 
Entering Unmasked Estep 
Score: -39592172.000000 Penalty: 6296.184082
	Iteration 21Q: 3 clusters Score -3.959217e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276574 members 
Mstep: Class 2 contains 49187 members 
Entering Unmasked Estep 
Score: -39592136.000000 Penalty: 6296.184082
	Iteration 22Q: 3 clusters Score -3.959214e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275693 members 
Mstep: Class 2 contains 50068 members 
Entering Unmasked Estep 
Score: -39592036.000000 Penalty: 6296.184082
	Iteration 23Q: 3 clusters Score -3.959204e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274689 members 
Mstep: Class 2 contains 51072 members 
Entering Unmasked Estep 
Score: -39592040.000000 Penalty: 6296.184082
	Iteration 24Q: 3 clusters Score -3.959204e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273447 members 
Mstep: Class 2 contains 52314 members 
Entering Unmasked Estep 
Score: -39591972.000000 Penalty: 6296.184082
	Iteration 25Q: 3 clusters Score -3.959197e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272006 members 
Mstep: Class 2 contains 53755 members 
Entering Unmasked Estep 
Score: -39591856.000000 Penalty: 6296.184082
	Iteration 26Q: 3 clusters Score -3.959186e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270400 members 
Mstep: Class 2 contains 55361 members 
Entering Unmasked Estep 
Score: -39591640.000000 Penalty: 6296.184082
	Iteration 27Q: 3 clusters Score -3.959164e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268624 members 
Mstep: Class 2 contains 57137 members 
Entering Unmasked Estep 
Score: -39591584.000000 Penalty: 6296.184082
	Iteration 28Q: 3 clusters Score -3.959158e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266619 members 
Mstep: Class 2 contains 59142 members 
Entering Unmasked Estep 
Score: -39591464.000000 Penalty: 6296.184082
	Iteration 29Q: 3 clusters Score -3.959146e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264382 members 
Mstep: Class 2 contains 61379 members 
Entering Unmasked Estep 
Score: -39591344.000000 Penalty: 6296.184082
	Iteration 30Q: 3 clusters Score -3.959134e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261990 members 
Mstep: Class 2 contains 63771 members 
Entering Unmasked Estep 
Score: -39591400.000000 Penalty: 6296.184082
	Iteration 31Q: 3 clusters Score -3.95914e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259433 members 
Mstep: Class 2 contains 66328 members 
Entering Unmasked Estep 
Score: -39591564.000000 Penalty: 6296.184082
	Iteration 32Q: 3 clusters Score -3.959156e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256702 members 
Mstep: Class 2 contains 69059 members 
Entering Unmasked Estep 
Score: -39591568.000000 Penalty: 6296.184082
	Iteration 33Q: 3 clusters Score -3.959157e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253784 members 
Mstep: Class 2 contains 71977 members 
Entering Unmasked Estep 
Score: -39591380.000000 Penalty: 6296.184082
	Iteration 34Q: 3 clusters Score -3.959138e+07 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250720 members 
Mstep: Class 2 contains 75041 members 
Entering Unmasked Estep 
Score: -39591564.000000 Penalty: 6296.184082
	Iteration 35Q: 3 clusters Score -3.959156e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247487 members 
Mstep: Class 2 contains 78274 members 
Entering Unmasked Estep 
Score: -39591744.000000 Penalty: 6296.184082
	Iteration 36Q: 3 clusters Score -3.959174e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244022 members 
Mstep: Class 2 contains 81739 members 
Entering Unmasked Estep 
Score: -39592176.000000 Penalty: 6296.184082
	Iteration 37Q: 3 clusters Score -3.959218e+07 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240335 members 
Mstep: Class 2 contains 85426 members 
Entering Unmasked Estep 
Score: -39592472.000000 Penalty: 6296.184082
	Iteration 38Q: 3 clusters Score -3.959247e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236550 members 
Mstep: Class 2 contains 89211 members 
Entering Unmasked Estep 
Score: -39592832.000000 Penalty: 6296.184082
	Iteration 39Q: 3 clusters Score -3.959283e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232856 members 
Mstep: Class 2 contains 92905 members 
Entering Unmasked Estep 
Score: -39593204.000000 Penalty: 6296.184082
	Iteration 40F: 3 clusters Score -3.95932e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229144 members 
Mstep: Class 2 contains 96617 members 
Entering Unmasked Estep 
Score: -39593616.000000 Penalty: 6296.184082
	Iteration 41Q: 3 clusters Score -3.959362e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225513 members 
Mstep: Class 2 contains 100248 members 
Entering Unmasked Estep 
Score: -39594332.000000 Penalty: 6296.184082
	Iteration 42Q: 3 clusters Score -3.959433e+07 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222116 members 
Mstep: Class 2 contains 103645 members 
Entering Unmasked Estep 
Score: -39594532.000000 Penalty: 6296.184082
	Iteration 43Q: 3 clusters Score -3.959453e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218752 members 
Mstep: Class 2 contains 107009 members 
Entering Unmasked Estep 
Score: -39595140.000000 Penalty: 6296.184082
	Iteration 44Q: 3 clusters Score -3.959514e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215691 members 
Mstep: Class 2 contains 110070 members 
Entering Unmasked Estep 
Score: -39595720.000000 Penalty: 6296.184082
	Iteration 45Q: 3 clusters Score -3.959572e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212762 members 
Mstep: Class 2 contains 112999 members 
Entering Unmasked Estep 
Score: -39596188.000000 Penalty: 6296.184082
	Iteration 46Q: 3 clusters Score -3.959619e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210094 members 
Mstep: Class 2 contains 115667 members 
Entering Unmasked Estep 
Score: -39596584.000000 Penalty: 6296.184082
	Iteration 47Q: 3 clusters Score -3.959658e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207636 members 
Mstep: Class 2 contains 118125 members 
Entering Unmasked Estep 
Score: -39596864.000000 Penalty: 6296.184082
	Iteration 48Q: 3 clusters Score -3.959686e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205249 members 
Mstep: Class 2 contains 120512 members 
Entering Unmasked Estep 
Score: -39597336.000000 Penalty: 6296.184082
	Iteration 49Q: 3 clusters Score -3.959734e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202929 members 
Mstep: Class 2 contains 122832 members 
Entering Unmasked Estep 
Score: -39597680.000000 Penalty: 6296.184082
	Iteration 50Q: 3 clusters Score -3.959768e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200727 members 
Mstep: Class 2 contains 125034 members 
Entering Unmasked Estep 
Score: -39597924.000000 Penalty: 6296.184082
	Iteration 51Q: 3 clusters Score -3.959792e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198573 members 
Mstep: Class 2 contains 127188 members 
Entering Unmasked Estep 
Score: -39598176.000000 Penalty: 6296.184082
	Iteration 52Q: 3 clusters Score -3.959818e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196526 members 
Mstep: Class 2 contains 129235 members 
Entering Unmasked Estep 
Score: -39598488.000000 Penalty: 6296.184082
	Iteration 53Q: 3 clusters Score -3.959849e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194547 members 
Mstep: Class 2 contains 131214 members 
Entering Unmasked Estep 
Score: -39598720.000000 Penalty: 6296.184082
	Iteration 54Q: 3 clusters Score -3.959872e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192576 members 
Mstep: Class 2 contains 133185 members 
Entering Unmasked Estep 
Score: -39599008.000000 Penalty: 6296.184082
	Iteration 55Q: 3 clusters Score -3.959901e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190615 members 
Mstep: Class 2 contains 135146 members 
Entering Unmasked Estep 
Score: -39599428.000000 Penalty: 6296.184082
	Iteration 56Q: 3 clusters Score -3.959943e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188671 members 
Mstep: Class 2 contains 137090 members 
Entering Unmasked Estep 
Score: -39599628.000000 Penalty: 6296.184082
	Iteration 57Q: 3 clusters Score -3.959963e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186651 members 
Mstep: Class 2 contains 139110 members 
Entering Unmasked Estep 
Score: -39599960.000000 Penalty: 6296.184082
	Iteration 58Q: 3 clusters Score -3.959996e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184618 members 
Mstep: Class 2 contains 141143 members 
Entering Unmasked Estep 
Score: -39600236.000000 Penalty: 6296.184082
	Iteration 59Q: 3 clusters Score -3.960024e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182575 members 
Mstep: Class 2 contains 143186 members 
Entering Unmasked Estep 
Score: -39600508.000000 Penalty: 6296.184082
	Iteration 60F: 3 clusters Score -3.960051e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180467 members 
Mstep: Class 2 contains 145294 members 
Entering Unmasked Estep 
Score: -39600580.000000 Penalty: 6296.184082
	Iteration 61Q: 3 clusters Score -3.960058e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178445 members 
Mstep: Class 2 contains 147316 members 
Entering Unmasked Estep 
Score: -39600668.000000 Penalty: 6296.184082
	Iteration 62Q: 3 clusters Score -3.960067e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176406 members 
Mstep: Class 2 contains 149355 members 
Entering Unmasked Estep 
Score: -39600816.000000 Penalty: 6296.184082
	Iteration 63Q: 3 clusters Score -3.960082e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174356 members 
Mstep: Class 2 contains 151405 members 
Entering Unmasked Estep 
Score: -39601124.000000 Penalty: 6296.184082
	Iteration 64Q: 3 clusters Score -3.960112e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172298 members 
Mstep: Class 2 contains 153463 members 
Entering Unmasked Estep 
Score: -39601464.000000 Penalty: 6296.184082
	Iteration 65Q: 3 clusters Score -3.960146e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170302 members 
Mstep: Class 2 contains 155459 members 
Entering Unmasked Estep 
Score: -39601780.000000 Penalty: 6296.184082
	Iteration 66Q: 3 clusters Score -3.960178e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168221 members 
Mstep: Class 2 contains 157540 members 
Entering Unmasked Estep 
Score: -39602316.000000 Penalty: 6296.184082
	Iteration 67Q: 3 clusters Score -3.960232e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166155 members 
Mstep: Class 2 contains 159606 members 
Entering Unmasked Estep 
Score: -39602468.000000 Penalty: 6296.184082
	Iteration 68Q: 3 clusters Score -3.960247e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163936 members 
Mstep: Class 2 contains 161825 members 
Entering Unmasked Estep 
Score: -39602924.000000 Penalty: 6296.184082
	Iteration 69Q: 3 clusters Score -3.960292e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161642 members 
Mstep: Class 2 contains 164119 members 
Entering Unmasked Estep 
Score: -39603156.000000 Penalty: 6296.184082
	Iteration 70Q: 3 clusters Score -3.960316e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159085 members 
Mstep: Class 2 contains 166676 members 
Entering Unmasked Estep 
Score: -39603456.000000 Penalty: 6296.184082
	Iteration 71Q: 3 clusters Score -3.960346e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156297 members 
Mstep: Class 2 contains 169464 members 
Entering Unmasked Estep 
Score: -39604196.000000 Penalty: 6296.184082
	Iteration 72Q: 3 clusters Score -3.96042e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153010 members 
Mstep: Class 2 contains 172751 members 
Entering Unmasked Estep 
Score: -39605104.000000 Penalty: 6296.184082
	Iteration 73Q: 3 clusters Score -3.96051e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148590 members 
Mstep: Class 2 contains 177171 members 
Entering Unmasked Estep 
Score: -39605952.000000 Penalty: 6296.184082
	Iteration 74Q: 3 clusters Score -3.960595e+07 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142881 members 
Mstep: Class 2 contains 182880 members 
Entering Unmasked Estep 
Score: -39606512.000000 Penalty: 6296.184082
	Iteration 75Q: 3 clusters Score -3.960651e+07 nChanged 7296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135673 members 
Mstep: Class 2 contains 190088 members 
Entering Unmasked Estep 
Score: -39607380.000000 Penalty: 6296.184082
	Iteration 76Q: 3 clusters Score -3.960738e+07 nChanged 8725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127088 members 
Mstep: Class 2 contains 198673 members 
Entering Unmasked Estep 
Score: -39608220.000000 Penalty: 6296.184082
	Iteration 77Q: 3 clusters Score -3.960822e+07 nChanged 9853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117413 members 
Mstep: Class 2 contains 208348 members 
Entering Unmasked Estep 
Score: -39608388.000000 Penalty: 6296.184082
	Iteration 78Q: 3 clusters Score -3.960839e+07 nChanged 10708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106919 members 
Mstep: Class 2 contains 218842 members 
Entering Unmasked Estep 
Score: -39609476.000000 Penalty: 6296.184082
	Iteration 79Q: 3 clusters Score -3.960948e+07 nChanged 10399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96828 members 
Mstep: Class 2 contains 228933 members 
Entering Unmasked Estep 
Score: -39610280.000000 Penalty: 6296.184082
	Iteration 80F: 3 clusters Score -3.961028e+07 nChanged 10730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86516 members 
Mstep: Class 2 contains 239245 members 
Entering Unmasked Estep 
Score: -39610920.000000 Penalty: 6296.184082
	Iteration 81Q: 3 clusters Score -3.961092e+07 nChanged 9612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77514 members 
Mstep: Class 2 contains 248247 members 
Entering Unmasked Estep 
Score: -39611360.000000 Penalty: 6296.184082
	Iteration 82Q: 3 clusters Score -3.961136e+07 nChanged 8961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69209 members 
Mstep: Class 2 contains 256552 members 
Entering Unmasked Estep 
Score: -39611212.000000 Penalty: 6296.184082
	Iteration 83Q: 3 clusters Score -3.961121e+07 nChanged 8012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61785 members 
Mstep: Class 2 contains 263976 members 
Entering Unmasked Estep 
Score: -39611656.000000 Penalty: 6296.184082
	Iteration 84Q: 3 clusters Score -3.961166e+07 nChanged 7169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55154 members 
Mstep: Class 2 contains 270607 members 
Entering Unmasked Estep 
Score: -39612204.000000 Penalty: 6296.184082
	Iteration 85Q: 3 clusters Score -3.96122e+07 nChanged 6233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49401 members 
Mstep: Class 2 contains 276360 members 
Entering Unmasked Estep 
Score: -39613228.000000 Penalty: 6296.184082
	Iteration 86Q: 3 clusters Score -3.961323e+07 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44248 members 
Mstep: Class 2 contains 281513 members 
Entering Unmasked Estep 
Score: -39613852.000000 Penalty: 6296.184082
	Iteration 87Q: 3 clusters Score -3.961385e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39700 members 
Mstep: Class 2 contains 286061 members 
Entering Unmasked Estep 
Score: -39614724.000000 Penalty: 6296.184082
	Iteration 88Q: 3 clusters Score -3.961472e+07 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35767 members 
Mstep: Class 2 contains 289994 members 
Entering Unmasked Estep 
Score: -39615400.000000 Penalty: 6296.184082
	Iteration 89Q: 3 clusters Score -3.96154e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 293378 members 
Entering Unmasked Estep 
Score: -39616208.000000 Penalty: 6296.184082
	Iteration 90Q: 3 clusters Score -3.961621e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 296329 members 
Entering Unmasked Estep 
Score: -39617024.000000 Penalty: 6296.184082
	Iteration 91Q: 3 clusters Score -3.961702e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 298866 members 
Entering Unmasked Estep 
Score: -39617812.000000 Penalty: 6296.184082
	Iteration 92Q: 3 clusters Score -3.961781e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 300995 members 
Entering Unmasked Estep 
Score: -39618344.000000 Penalty: 6296.184082
	Iteration 93Q: 3 clusters Score -3.961834e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 302867 members 
Entering Unmasked Estep 
Score: -39618920.000000 Penalty: 6296.184082
	Iteration 94Q: 3 clusters Score -3.961892e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 304424 members 
Entering Unmasked Estep 
Score: -39619280.000000 Penalty: 6296.184082
	Iteration 95Q: 3 clusters Score -3.961928e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 305749 members 
Entering Unmasked Estep 
Score: -39619660.000000 Penalty: 6296.184082
	Iteration 96Q: 3 clusters Score -3.961966e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 306911 members 
Entering Unmasked Estep 
Score: -39620040.000000 Penalty: 6296.184082
	Iteration 97Q: 3 clusters Score -3.962004e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 307926 members 
Entering Unmasked Estep 
Score: -39620292.000000 Penalty: 6296.184082
	Iteration 98Q: 3 clusters Score -3.962029e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 308857 members 
Entering Unmasked Estep 
Score: -39620652.000000 Penalty: 6296.184082
	Iteration 99Q: 3 clusters Score -3.962065e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 309717 members 
Entering Unmasked Estep 
Score: -39621052.000000 Penalty: 6296.184082
	Iteration 100F: 3 clusters Score -3.962105e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 310581 members 
Entering Unmasked Estep 
Score: -39621088.000000 Penalty: 6296.184082
	Iteration 101Q: 3 clusters Score -3.962109e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 311367 members 
Entering Unmasked Estep 
Score: -39621280.000000 Penalty: 6296.184082
	Iteration 102Q: 3 clusters Score -3.962128e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 312068 members 
Entering Unmasked Estep 
Score: -39621416.000000 Penalty: 6296.184082
	Iteration 103Q: 3 clusters Score -3.962142e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 312651 members 
Entering Unmasked Estep 
Score: -39621452.000000 Penalty: 6296.184082
	Iteration 104Q: 3 clusters Score -3.962145e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 313193 members 
Entering Unmasked Estep 
Score: -39621424.000000 Penalty: 6296.184082
	Iteration 105Q: 3 clusters Score -3.962142e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 313693 members 
Entering Unmasked Estep 
Score: -39621472.000000 Penalty: 6296.184082
	Iteration 106Q: 3 clusters Score -3.962147e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 314106 members 
Entering Unmasked Estep 
Score: -39621376.000000 Penalty: 6296.184082
	Iteration 107Q: 3 clusters Score -3.962138e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 314461 members 
Entering Unmasked Estep 
Score: -39621424.000000 Penalty: 6296.184082
	Iteration 108Q: 3 clusters Score -3.962142e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 314758 members 
Entering Unmasked Estep 
Score: -39621500.000000 Penalty: 6296.184082
	Iteration 109Q: 3 clusters Score -3.96215e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 315032 members 
Entering Unmasked Estep 
Score: -39621512.000000 Penalty: 6296.184082
	Iteration 110Q: 3 clusters Score -3.962151e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 315294 members 
Entering Unmasked Estep 
Score: -39621500.000000 Penalty: 6296.184082
	Iteration 111Q: 3 clusters Score -3.96215e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 315516 members 
Entering Unmasked Estep 
Score: -39621504.000000 Penalty: 6296.184082
	Iteration 112Q: 3 clusters Score -3.96215e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 315740 members 
Entering Unmasked Estep 
Score: -39621548.000000 Penalty: 6296.184082
	Iteration 113Q: 3 clusters Score -3.962155e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 315920 members 
Entering Unmasked Estep 
Score: -39621536.000000 Penalty: 6296.184082
	Iteration 114Q: 3 clusters Score -3.962154e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 316101 members 
Entering Unmasked Estep 
Score: -39621496.000000 Penalty: 6296.184082
	Iteration 115Q: 3 clusters Score -3.96215e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 316261 members 
Entering Unmasked Estep 
Score: -39621460.000000 Penalty: 6296.184082
	Iteration 116Q: 3 clusters Score -3.962146e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 316420 members 
Entering Unmasked Estep 
Score: -39621444.000000 Penalty: 6296.184082
	Iteration 117Q: 3 clusters Score -3.962144e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 316566 members 
Entering Unmasked Estep 
Score: -39621432.000000 Penalty: 6296.184082
	Iteration 118Q: 3 clusters Score -3.962143e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 316689 members 
Entering Unmasked Estep 
Score: -39621396.000000 Penalty: 6296.184082
	Iteration 119Q: 3 clusters Score -3.96214e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 316797 members 
Entering Unmasked Estep 
Score: -39621464.000000 Penalty: 6296.184082
	Iteration 120F: 3 clusters Score -3.962146e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 316901 members 
Entering Unmasked Estep 
Score: -39621440.000000 Penalty: 6296.184082
	Iteration 121Q: 3 clusters Score -3.962144e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 316990 members 
Entering Unmasked Estep 
Score: -39621448.000000 Penalty: 6296.184082
	Iteration 122Q: 3 clusters Score -3.962145e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 317077 members 
Entering Unmasked Estep 
Score: -39621448.000000 Penalty: 6296.184082
	Iteration 123Q: 3 clusters Score -3.962145e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 317158 members 
Entering Unmasked Estep 
Score: -39621464.000000 Penalty: 6296.184082
	Iteration 124Q: 3 clusters Score -3.962146e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 317231 members 
Entering Unmasked Estep 
Score: -39621488.000000 Penalty: 6296.184082
	Iteration 125Q: 3 clusters Score -3.962149e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 317304 members 
Entering Unmasked Estep 
Score: -39621512.000000 Penalty: 6296.184082
	Iteration 126Q: 3 clusters Score -3.962151e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 317355 members 
Entering Unmasked Estep 
Score: -39621476.000000 Penalty: 6296.184082
	Iteration 127Q: 3 clusters Score -3.962148e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 317409 members 
Entering Unmasked Estep 
Score: -39621476.000000 Penalty: 6296.184082
	Iteration 128Q: 3 clusters Score -3.962148e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 317465 members 
Entering Unmasked Estep 
Score: -39621452.000000 Penalty: 6296.184082
	Iteration 129Q: 3 clusters Score -3.962145e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 317515 members 
Entering Unmasked Estep 
Score: -39621436.000000 Penalty: 6296.184082
	Iteration 130Q: 3 clusters Score -3.962144e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 317567 members 
Entering Unmasked Estep 
Score: -39621448.000000 Penalty: 6296.184082
	Iteration 131Q: 3 clusters Score -3.962145e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 317622 members 
Entering Unmasked Estep 
Score: -39621504.000000 Penalty: 6296.184082
	Iteration 132Q: 3 clusters Score -3.96215e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 317679 members 
Entering Unmasked Estep 
Score: -39621488.000000 Penalty: 6296.184082
	Iteration 133Q: 3 clusters Score -3.962149e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 317728 members 
Entering Unmasked Estep 
Score: -39621532.000000 Penalty: 6296.184082
	Iteration 134Q: 3 clusters Score -3.962153e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 317764 members 
Entering Unmasked Estep 
Score: -39621508.000000 Penalty: 6296.184082
	Iteration 135Q: 3 clusters Score -3.962151e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 317804 members 
Entering Unmasked Estep 
Score: -39621476.000000 Penalty: 6296.184082
	Iteration 136Q: 3 clusters Score -3.962148e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 317840 members 
Entering Unmasked Estep 
Score: -39621476.000000 Penalty: 6296.184082
	Iteration 137Q: 3 clusters Score -3.962148e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 317877 members 
Entering Unmasked Estep 
Score: -39621464.000000 Penalty: 6296.184082
	Iteration 138Q: 3 clusters Score -3.962146e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 317911 members 
Entering Unmasked Estep 
Score: -39621468.000000 Penalty: 6296.184082
	Iteration 139Q: 3 clusters Score -3.962147e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 317941 members 
Entering Unmasked Estep 
Score: -39621440.000000 Penalty: 6296.184082
	Iteration 140F: 3 clusters Score -3.962144e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 317966 members 
Entering Unmasked Estep 
Score: -39621492.000000 Penalty: 6296.184082
	Iteration 141Q: 3 clusters Score -3.962149e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 317987 members 
Entering Unmasked Estep 
Score: -39621500.000000 Penalty: 6296.184082
	Iteration 142Q: 3 clusters Score -3.96215e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 318010 members 
Entering Unmasked Estep 
Score: -39621496.000000 Penalty: 6296.184082
	Iteration 143Q: 3 clusters Score -3.96215e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 318030 members 
Entering Unmasked Estep 
Score: -39621512.000000 Penalty: 6296.184082
	Iteration 144Q: 3 clusters Score -3.962151e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 318043 members 
Entering Unmasked Estep 
Score: -39621476.000000 Penalty: 6296.184082
	Iteration 145Q: 3 clusters Score -3.962148e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 318055 members 
Entering Unmasked Estep 
Score: -39621492.000000 Penalty: 6296.184082
	Iteration 146Q: 3 clusters Score -3.962149e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 318064 members 
Entering Unmasked Estep 
Score: -39621472.000000 Penalty: 6296.184082
	Iteration 147Q: 3 clusters Score -3.962147e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 318070 members 
Entering Unmasked Estep 
Score: -39621480.000000 Penalty: 6296.184082
	Iteration 148Q: 3 clusters Score -3.962148e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 318077 members 
Entering Unmasked Estep 
Score: -39621464.000000 Penalty: 6296.184082
	Iteration 149Q: 3 clusters Score -3.962146e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 318088 members 
Entering Unmasked Estep 
Score: -39621456.000000 Penalty: 6296.184082
	Iteration 150Q: 3 clusters Score -3.962146e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 318095 members 
Entering Unmasked Estep 
Score: -39621468.000000 Penalty: 6296.184082
	Iteration 151Q: 3 clusters Score -3.962147e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 318104 members 
Entering Unmasked Estep 
Score: -39621472.000000 Penalty: 6296.184082
	Iteration 152Q: 3 clusters Score -3.962147e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 318118 members 
Entering Unmasked Estep 
Score: -39621484.000000 Penalty: 6296.184082
	Iteration 153Q: 3 clusters Score -3.962148e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 318126 members 
Entering Unmasked Estep 
Score: -39621472.000000 Penalty: 6296.184082
	Iteration 154Q: 3 clusters Score -3.962147e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 318134 members 
Entering Unmasked Estep 
Score: -39621480.000000 Penalty: 6296.184082
	Iteration 155Q: 3 clusters Score -3.962148e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 318146 members 
Entering Unmasked Estep 
Score: -39621488.000000 Penalty: 6296.184082
	Iteration 156Q: 3 clusters Score -3.962149e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 318153 members 
Entering Unmasked Estep 
Score: -39621496.000000 Penalty: 6296.184082
	Iteration 157Q: 3 clusters Score -3.96215e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 318159 members 
Entering Unmasked Estep 
Score: -39621496.000000 Penalty: 6296.184082
	Iteration 158Q: 3 clusters Score -3.96215e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 318165 members 
Entering Unmasked Estep 
Score: -39621476.000000 Penalty: 6296.184082
	Iteration 159Q: 3 clusters Score -3.962148e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 318174 members 
Entering Unmasked Estep 
Score: -39621500.000000 Penalty: 6296.184082
	Iteration 160F: 3 clusters Score -3.96215e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 318188 members 
Entering Unmasked Estep 
Score: -39621516.000000 Penalty: 6296.184082
	Iteration 161Q: 3 clusters Score -3.962152e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 318200 members 
Entering Unmasked Estep 
Score: -39621508.000000 Penalty: 6296.184082
	Iteration 162Q: 3 clusters Score -3.962151e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 318209 members 
Entering Unmasked Estep 
Score: -39621520.000000 Penalty: 6296.184082
	Iteration 163Q: 3 clusters Score -3.962152e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 318215 members 
Entering Unmasked Estep 
Score: -39621504.000000 Penalty: 6296.184082
	Iteration 164Q: 3 clusters Score -3.96215e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 318224 members 
Entering Unmasked Estep 
Score: -39621484.000000 Penalty: 6296.184082
	Iteration 165Q: 3 clusters Score -3.962148e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 318234 members 
Entering Unmasked Estep 
Score: -39621476.000000 Penalty: 6296.184082
	Iteration 166Q: 3 clusters Score -3.962148e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 318243 members 
Entering Unmasked Estep 
Score: -39621492.000000 Penalty: 6296.184082
	Iteration 167Q: 3 clusters Score -3.962149e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 318253 members 
Entering Unmasked Estep 
Score: -39621496.000000 Penalty: 6296.184082
	Iteration 168Q: 3 clusters Score -3.96215e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 318262 members 
Entering Unmasked Estep 
Score: -39621500.000000 Penalty: 6296.184082
	Iteration 169Q: 3 clusters Score -3.96215e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 318269 members 
Entering Unmasked Estep 
Score: -39621480.000000 Penalty: 6296.184082
	Iteration 170Q: 3 clusters Score -3.962148e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 318280 members 
Entering Unmasked Estep 
Score: -39621496.000000 Penalty: 6296.184082
	Iteration 171Q: 3 clusters Score -3.96215e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 318287 members 
Entering Unmasked Estep 
Score: -39621512.000000 Penalty: 6296.184082
	Iteration 172Q: 3 clusters Score -3.962151e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 318294 members 
Entering Unmasked Estep 
Score: -39621512.000000 Penalty: 6296.184082
	Iteration 173Q: 3 clusters Score -3.962151e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 318299 members 
Entering Unmasked Estep 
Score: -39621504.000000 Penalty: 6296.184082
	Iteration 174Q: 3 clusters Score -3.96215e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 318305 members 
Entering Unmasked Estep 
Score: -39621532.000000 Penalty: 6296.184082
	Iteration 175Q: 3 clusters Score -3.962153e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 318311 members 
Entering Unmasked Estep 
Score: -39621524.000000 Penalty: 6296.184082
	Iteration 176Q: 3 clusters Score -3.962152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 318314 members 
Entering Unmasked Estep 
Score: -39621512.000000 Penalty: 6296.184082
	Iteration 177Q: 3 clusters Score -3.962151e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 318315 members 
Entering Unmasked Estep 
Score: -39621488.000000 Penalty: 6296.184082
	Iteration 178Q: 3 clusters Score -3.962149e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 318315 members 
Entering Unmasked Estep 
Score: -39621488.000000 Penalty: 6296.184082
	Iteration 179F: 3 clusters Score -3.962149e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Entering Unmasked Estep 
Score: -629373.437500 Penalty: 2134.589844
	Iteration 0F: 2 clusters Score -629373.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -624539.062500 Penalty: 4269.179688
	Iteration 0F: 3 clusters Score -624539.1 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -625782.437500 Penalty: 4269.179688
	Iteration 1F: 3 clusters Score -625782.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -626106.437500 Penalty: 4269.179688
	Iteration 2F: 3 clusters Score -626106.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -626382.375000 Penalty: 4269.179688
	Iteration 3F: 3 clusters Score -626382.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -626592.187500 Penalty: 4269.179688
	Iteration 4F: 3 clusters Score -626592.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -626746.812500 Penalty: 4269.179688
	Iteration 5Q: 3 clusters Score -626746.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -626892.812500 Penalty: 4269.179688
	Iteration 6Q: 3 clusters Score -626892.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -627021.812500 Penalty: 4269.179688
	Iteration 7Q: 3 clusters Score -627021.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -627130.437500 Penalty: 4269.179688
	Iteration 8Q: 3 clusters Score -627130.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -627213.937500 Penalty: 4269.179688
	Iteration 9Q: 3 clusters Score -627213.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -627298.562500 Penalty: 4269.179688
	Iteration 10Q: 3 clusters Score -627298.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -627399.875000 Penalty: 4269.179688
	Iteration 11Q: 3 clusters Score -627399.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -627479.125000 Penalty: 4269.179688
	Iteration 12Q: 3 clusters Score -627479.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -627542.875000 Penalty: 4269.179688
	Iteration 13Q: 3 clusters Score -627542.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -627608.500000 Penalty: 4269.179688
	Iteration 14Q: 3 clusters Score -627608.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -627662.750000 Penalty: 4269.179688
	Iteration 15Q: 3 clusters Score -627662.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -627704.937500 Penalty: 4269.179688
	Iteration 16Q: 3 clusters Score -627704.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -627739.625000 Penalty: 4269.179688
	Iteration 17Q: 3 clusters Score -627739.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -627761.750000 Penalty: 4269.179688
	Iteration 18Q: 3 clusters Score -627761.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -627794.375000 Penalty: 4269.179688
	Iteration 19Q: 3 clusters Score -627794.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -627814.687500 Penalty: 4269.179688
	Iteration 20F: 3 clusters Score -627814.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -627830.000000 Penalty: 4269.179688
	Iteration 21Q: 3 clusters Score -627830 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -627848.250000 Penalty: 4269.179688
	Iteration 22Q: 3 clusters Score -627848.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -627861.562500 Penalty: 4269.179688
	Iteration 23Q: 3 clusters Score -627861.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -627872.562500 Penalty: 4269.179688
	Iteration 24Q: 3 clusters Score -627872.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -627883.937500 Penalty: 4269.179688
	Iteration 25Q: 3 clusters Score -627883.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -627899.875000 Penalty: 4269.179688
	Iteration 26Q: 3 clusters Score -627899.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -627918.000000 Penalty: 4269.179688
	Iteration 27Q: 3 clusters Score -627918 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -627931.375000 Penalty: 4269.179688
	Iteration 28Q: 3 clusters Score -627931.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -627944.312500 Penalty: 4269.179688
	Iteration 29Q: 3 clusters Score -627944.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -627956.500000 Penalty: 4269.179688
	Iteration 30Q: 3 clusters Score -627956.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -627959.937500 Penalty: 4269.179688
	Iteration 31Q: 3 clusters Score -627959.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -627967.000000 Penalty: 4269.179688
	Iteration 32Q: 3 clusters Score -627967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -627971.125000 Penalty: 4269.179688
	Iteration 33Q: 3 clusters Score -627971.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -627978.125000 Penalty: 4269.179688
	Iteration 34Q: 3 clusters Score -627978.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -627981.562500 Penalty: 4269.179688
	Iteration 35Q: 3 clusters Score -627981.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -627986.062500 Penalty: 4269.179688
	Iteration 36Q: 3 clusters Score -627986.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -627990.500000 Penalty: 4269.179688
	Iteration 37Q: 3 clusters Score -627990.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -627997.000000 Penalty: 4269.179688
	Iteration 38Q: 3 clusters Score -627997 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -628001.937500 Penalty: 4269.179688
	Iteration 39Q: 3 clusters Score -628001.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -628007.375000 Penalty: 4269.179688
	Iteration 40F: 3 clusters Score -628007.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -628010.750000 Penalty: 4269.179688
	Iteration 41Q: 3 clusters Score -628010.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -628015.062500 Penalty: 4269.179688
	Iteration 42Q: 3 clusters Score -628015.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -628019.437500 Penalty: 4269.179688
	Iteration 43Q: 3 clusters Score -628019.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -628022.750000 Penalty: 4269.179688
	Iteration 44Q: 3 clusters Score -628022.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -628024.437500 Penalty: 4269.179688
	Iteration 45Q: 3 clusters Score -628024.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -628027.125000 Penalty: 4269.179688
	Iteration 46Q: 3 clusters Score -628027.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -628033.375000 Penalty: 4269.179688
	Iteration 47Q: 3 clusters Score -628033.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -628039.500000 Penalty: 4269.179688
	Iteration 48Q: 3 clusters Score -628039.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -628041.937500 Penalty: 4269.179688
	Iteration 49Q: 3 clusters Score -628041.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -628046.375000 Penalty: 4269.179688
	Iteration 50Q: 3 clusters Score -628046.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -628050.562500 Penalty: 4269.179688
	Iteration 51Q: 3 clusters Score -628050.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -628051.750000 Penalty: 4269.179688
	Iteration 52Q: 3 clusters Score -628051.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -628052.437500 Penalty: 4269.179688
	Iteration 53Q: 3 clusters Score -628052.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -628056.187500 Penalty: 4269.179688
	Iteration 54Q: 3 clusters Score -628056.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -628057.125000 Penalty: 4269.179688
	Iteration 55Q: 3 clusters Score -628057.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -628059.312500 Penalty: 4269.179688
	Iteration 56Q: 3 clusters Score -628059.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -628060.375000 Penalty: 4269.179688
	Iteration 57Q: 3 clusters Score -628060.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -628060.625000 Penalty: 4269.179688
	Iteration 58Q: 3 clusters Score -628060.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -628060.625000 Penalty: 4269.179688
	Iteration 59F: 3 clusters Score -628060.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -22342.800781 Penalty: 1338.744385
	Iteration 0F: 2 clusters Score -22342.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -21177.556641 Penalty: 2677.488770
	Iteration 0F: 3 clusters Score -21177.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -21205.908203 Penalty: 2677.488770
	Iteration 1Q: 3 clusters Score -21205.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -21205.908203 Penalty: 2677.488770
	Iteration 2F: 3 clusters Score -21205.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (82737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82737 members 
Entering Unmasked Estep 
Score: -10104459.000000 Penalty: 2808.208740
	Iteration 0F: 2 clusters Score -1.010446e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41442 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -10048986.000000 Penalty: 5616.417480
	Iteration 0F: 3 clusters Score -1.004899e+07 nChanged 39013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41745 members 
Mstep: Class 2 contains 40992 members 
Entering Unmasked Estep 
Score: -10070557.000000 Penalty: 5616.417480
	Iteration 1F: 3 clusters Score -1.007056e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41932 members 
Mstep: Class 2 contains 40805 members 
Entering Unmasked Estep 
Score: -10071104.000000 Penalty: 5616.417480
	Iteration 2Q: 3 clusters Score -1.00711e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42177 members 
Mstep: Class 2 contains 40560 members 
Entering Unmasked Estep 
Score: -10071706.000000 Penalty: 5616.417480
	Iteration 3Q: 3 clusters Score -1.007171e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42561 members 
Mstep: Class 2 contains 40176 members 
Entering Unmasked Estep 
Score: -10072228.000000 Penalty: 5616.417480
	Iteration 4Q: 3 clusters Score -1.007223e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43121 members 
Mstep: Class 2 contains 39616 members 
Entering Unmasked Estep 
Score: -10072730.000000 Penalty: 5616.417480
	Iteration 5Q: 3 clusters Score -1.007273e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43914 members 
Mstep: Class 2 contains 38823 members 
Entering Unmasked Estep 
Score: -10073367.000000 Penalty: 5616.417480
	Iteration 6Q: 3 clusters Score -1.007337e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45036 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
Score: -10074193.000000 Penalty: 5616.417480
	Iteration 7Q: 3 clusters Score -1.007419e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46613 members 
Mstep: Class 2 contains 36124 members 
Entering Unmasked Estep 
Score: -10075146.000000 Penalty: 5616.417480
	Iteration 8Q: 3 clusters Score -1.007515e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48874 members 
Mstep: Class 2 contains 33863 members 
Entering Unmasked Estep 
Score: -10076536.000000 Penalty: 5616.417480
	Iteration 9Q: 3 clusters Score -1.007654e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51885 members 
Mstep: Class 2 contains 30852 members 
Entering Unmasked Estep 
Score: -10078355.000000 Penalty: 5616.417480
	Iteration 10Q: 3 clusters Score -1.007836e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55784 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -10080986.000000 Penalty: 5616.417480
	Iteration 11F: 3 clusters Score -1.008099e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60603 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -10084522.000000 Penalty: 5616.417480
	Iteration 12F: 3 clusters Score -1.008452e+07 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65823 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -10088687.000000 Penalty: 5616.417480
	Iteration 13F: 3 clusters Score -1.008869e+07 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70801 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -10092744.000000 Penalty: 5616.417480
	Iteration 14F: 3 clusters Score -1.009274e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75024 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -10096261.000000 Penalty: 5616.417480
	Iteration 15F: 3 clusters Score -1.009626e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78142 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -10098784.000000 Penalty: 5616.417480
	Iteration 16Q: 3 clusters Score -1.009878e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80001 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -10100234.000000 Penalty: 5616.417480
	Iteration 17Q: 3 clusters Score -1.010023e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81031 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -10101005.000000 Penalty: 5616.417480
	Iteration 18Q: 3 clusters Score -1.0101e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81544 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -10101387.000000 Penalty: 5616.417480
	Iteration 19Q: 3 clusters Score -1.010139e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81807 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -10101591.000000 Penalty: 5616.417480
	Iteration 20F: 3 clusters Score -1.010159e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81969 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -10101726.000000 Penalty: 5616.417480
	Iteration 21Q: 3 clusters Score -1.010173e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82053 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -10101784.000000 Penalty: 5616.417480
	Iteration 22Q: 3 clusters Score -1.010178e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82110 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -10101844.000000 Penalty: 5616.417480
	Iteration 23Q: 3 clusters Score -1.010184e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82160 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -10101879.000000 Penalty: 5616.417480
	Iteration 24Q: 3 clusters Score -1.010188e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82195 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -10101910.000000 Penalty: 5616.417480
	Iteration 25Q: 3 clusters Score -1.010191e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82223 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -10101943.000000 Penalty: 5616.417480
	Iteration 26Q: 3 clusters Score -1.010194e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82256 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -10101966.000000 Penalty: 5616.417480
	Iteration 27Q: 3 clusters Score -1.010197e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82274 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -10101980.000000 Penalty: 5616.417480
	Iteration 28Q: 3 clusters Score -1.010198e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82285 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -10102007.000000 Penalty: 5616.417480
	Iteration 29Q: 3 clusters Score -1.010201e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82291 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -10102021.000000 Penalty: 5616.417480
	Iteration 30Q: 3 clusters Score -1.010202e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82299 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -10102031.000000 Penalty: 5616.417480
	Iteration 31Q: 3 clusters Score -1.010203e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82307 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -10102046.000000 Penalty: 5616.417480
	Iteration 32Q: 3 clusters Score -1.010205e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82311 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -10102039.000000 Penalty: 5616.417480
	Iteration 33Q: 3 clusters Score -1.010204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82312 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -10102044.000000 Penalty: 5616.417480
	Iteration 34Q: 3 clusters Score -1.010204e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82312 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -10102044.000000 Penalty: 5616.417480
	Iteration 35F: 3 clusters Score -1.010204e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Entering Unmasked Estep 
Score: -83226.054688 Penalty: 1666.315308
	Iteration 0F: 2 clusters Score -83226.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -81465.804688 Penalty: 3332.630615
	Iteration 0F: 3 clusters Score -81465.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -81813.875000 Penalty: 3332.630615
	Iteration 1F: 3 clusters Score -81813.88 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -81940.367188 Penalty: 3332.630615
	Iteration 2F: 3 clusters Score -81940.37 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -82009.960938 Penalty: 3332.630615
	Iteration 3Q: 3 clusters Score -82009.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -82047.906250 Penalty: 3332.630615
	Iteration 4Q: 3 clusters Score -82047.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -82072.687500 Penalty: 3332.630615
	Iteration 5Q: 3 clusters Score -82072.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -82085.312500 Penalty: 3332.630615
	Iteration 6Q: 3 clusters Score -82085.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -82085.781250 Penalty: 3332.630615
	Iteration 7Q: 3 clusters Score -82085.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -82087.671875 Penalty: 3332.630615
	Iteration 8Q: 3 clusters Score -82087.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -82092.046875 Penalty: 3332.630615
	Iteration 9Q: 3 clusters Score -82092.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -82095.375000 Penalty: 3332.630615
	Iteration 10Q: 3 clusters Score -82095.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -82106.132812 Penalty: 3332.630615
	Iteration 11Q: 3 clusters Score -82106.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -82109.015625 Penalty: 3332.630615
	Iteration 12Q: 3 clusters Score -82109.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -82109.015625 Penalty: 3332.630615
	Iteration 13F: 3 clusters Score -82109.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (90978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90978 members 
Entering Unmasked Estep 
Score: -11127952.000000 Penalty: 2831.756592
	Iteration 0F: 2 clusters Score -1.112795e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45516 members 
Mstep: Class 2 contains 45462 members 
Entering Unmasked Estep 
Score: -11066909.000000 Penalty: 5663.513184
	Iteration 0F: 3 clusters Score -1.106691e+07 nChanged 43188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46356 members 
Mstep: Class 2 contains 44622 members 
Entering Unmasked Estep 
Score: -11092430.000000 Penalty: 5663.513184
	Iteration 1F: 3 clusters Score -1.109243e+07 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47100 members 
Mstep: Class 2 contains 43878 members 
Entering Unmasked Estep 
Score: -11093998.000000 Penalty: 5663.513184
	Iteration 2Q: 3 clusters Score -1.1094e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48228 members 
Mstep: Class 2 contains 42750 members 
Entering Unmasked Estep 
Score: -11095970.000000 Penalty: 5663.513184
	Iteration 3Q: 3 clusters Score -1.109597e+07 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49683 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -11098226.000000 Penalty: 5663.513184
	Iteration 4F: 3 clusters Score -1.109823e+07 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51419 members 
Mstep: Class 2 contains 39559 members 
Entering Unmasked Estep 
Score: -11100625.000000 Penalty: 5663.513184
	Iteration 5F: 3 clusters Score -1.110062e+07 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53384 members 
Mstep: Class 2 contains 37594 members 
Entering Unmasked Estep 
Score: -11102968.000000 Penalty: 5663.513184
	Iteration 6F: 3 clusters Score -1.110297e+07 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55421 members 
Mstep: Class 2 contains 35557 members 
Entering Unmasked Estep 
Score: -11105077.000000 Penalty: 5663.513184
	Iteration 7F: 3 clusters Score -1.110508e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57501 members 
Mstep: Class 2 contains 33477 members 
Entering Unmasked Estep 
Score: -11106908.000000 Penalty: 5663.513184
	Iteration 8Q: 3 clusters Score -1.110691e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59669 members 
Mstep: Class 2 contains 31309 members 
Entering Unmasked Estep 
Score: -11108762.000000 Penalty: 5663.513184
	Iteration 9Q: 3 clusters Score -1.110876e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61723 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -11110485.000000 Penalty: 5663.513184
	Iteration 10Q: 3 clusters Score -1.111048e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63665 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -11112200.000000 Penalty: 5663.513184
	Iteration 11Q: 3 clusters Score -1.11122e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65420 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -11113801.000000 Penalty: 5663.513184
	Iteration 12Q: 3 clusters Score -1.11138e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66983 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -11114806.000000 Penalty: 5663.513184
	Iteration 13Q: 3 clusters Score -1.111481e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68485 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -11115640.000000 Penalty: 5663.513184
	Iteration 14Q: 3 clusters Score -1.111564e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70009 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -11116255.000000 Penalty: 5663.513184
	Iteration 15Q: 3 clusters Score -1.111626e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71509 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -11116798.000000 Penalty: 5663.513184
	Iteration 16Q: 3 clusters Score -1.11168e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73001 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -11117323.000000 Penalty: 5663.513184
	Iteration 17Q: 3 clusters Score -1.111732e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74540 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -11117857.000000 Penalty: 5663.513184
	Iteration 18Q: 3 clusters Score -1.111786e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76074 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -11118480.000000 Penalty: 5663.513184
	Iteration 19Q: 3 clusters Score -1.111848e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77571 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -11119072.000000 Penalty: 5663.513184
	Iteration 20F: 3 clusters Score -1.111907e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79046 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -11119658.000000 Penalty: 5663.513184
	Iteration 21Q: 3 clusters Score -1.111966e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80449 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -11120245.000000 Penalty: 5663.513184
	Iteration 22Q: 3 clusters Score -1.112024e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81808 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -11120879.000000 Penalty: 5663.513184
	Iteration 23Q: 3 clusters Score -1.112088e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83121 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -11121535.000000 Penalty: 5663.513184
	Iteration 24Q: 3 clusters Score -1.112154e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84320 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -11122081.000000 Penalty: 5663.513184
	Iteration 25Q: 3 clusters Score -1.112208e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85424 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -11122700.000000 Penalty: 5663.513184
	Iteration 26Q: 3 clusters Score -1.11227e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86424 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -11123229.000000 Penalty: 5663.513184
	Iteration 27Q: 3 clusters Score -1.112323e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87315 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -11123749.000000 Penalty: 5663.513184
	Iteration 28Q: 3 clusters Score -1.112375e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88049 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -11124178.000000 Penalty: 5663.513184
	Iteration 29Q: 3 clusters Score -1.112418e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88644 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -11124512.000000 Penalty: 5663.513184
	Iteration 30Q: 3 clusters Score -1.112451e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89093 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -11124742.000000 Penalty: 5663.513184
	Iteration 31Q: 3 clusters Score -1.112474e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89403 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -11124934.000000 Penalty: 5663.513184
	Iteration 32Q: 3 clusters Score -1.112493e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89635 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -11125040.000000 Penalty: 5663.513184
	Iteration 33Q: 3 clusters Score -1.112504e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89822 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -11125146.000000 Penalty: 5663.513184
	Iteration 34Q: 3 clusters Score -1.112515e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89977 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -11125281.000000 Penalty: 5663.513184
	Iteration 35Q: 3 clusters Score -1.112528e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90074 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -11125319.000000 Penalty: 5663.513184
	Iteration 36Q: 3 clusters Score -1.112532e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90152 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -11125370.000000 Penalty: 5663.513184
	Iteration 37Q: 3 clusters Score -1.112537e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90208 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -11125408.000000 Penalty: 5663.513184
	Iteration 38Q: 3 clusters Score -1.112541e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90243 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -11125440.000000 Penalty: 5663.513184
	Iteration 39Q: 3 clusters Score -1.112544e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90267 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -11125468.000000 Penalty: 5663.513184
	Iteration 40F: 3 clusters Score -1.112547e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90290 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -11125471.000000 Penalty: 5663.513184
	Iteration 41Q: 3 clusters Score -1.112547e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90314 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -11125490.000000 Penalty: 5663.513184
	Iteration 42Q: 3 clusters Score -1.112549e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90334 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -11125497.000000 Penalty: 5663.513184
	Iteration 43Q: 3 clusters Score -1.11255e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90349 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -11125502.000000 Penalty: 5663.513184
	Iteration 44Q: 3 clusters Score -1.11255e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90353 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -11125497.000000 Penalty: 5663.513184
	Iteration 45Q: 3 clusters Score -1.11255e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90362 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -11125514.000000 Penalty: 5663.513184
	Iteration 46Q: 3 clusters Score -1.112551e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90365 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -11125527.000000 Penalty: 5663.513184
	Iteration 47Q: 3 clusters Score -1.112553e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90369 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -11125532.000000 Penalty: 5663.513184
	Iteration 48Q: 3 clusters Score -1.112553e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90372 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -11125524.000000 Penalty: 5663.513184
	Iteration 49Q: 3 clusters Score -1.112552e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90378 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -11125526.000000 Penalty: 5663.513184
	Iteration 50Q: 3 clusters Score -1.112553e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90380 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -11125526.000000 Penalty: 5663.513184
	Iteration 51Q: 3 clusters Score -1.112553e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90383 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -11125529.000000 Penalty: 5663.513184
	Iteration 52Q: 3 clusters Score -1.112553e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90383 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -11125543.000000 Penalty: 5663.513184
	Iteration 53Q: 3 clusters Score -1.112554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90386 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -11125544.000000 Penalty: 5663.513184
	Iteration 54Q: 3 clusters Score -1.112554e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90389 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -11125556.000000 Penalty: 5663.513184
	Iteration 55Q: 3 clusters Score -1.112556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90391 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -11125544.000000 Penalty: 5663.513184
	Iteration 56Q: 3 clusters Score -1.112554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90396 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -11125550.000000 Penalty: 5663.513184
	Iteration 57Q: 3 clusters Score -1.112555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90397 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -11125564.000000 Penalty: 5663.513184
	Iteration 58Q: 3 clusters Score -1.112556e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90397 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -11125569.000000 Penalty: 5663.513184
	Iteration 59Q: 3 clusters Score -1.112557e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90397 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -11125567.000000 Penalty: 5663.513184
	Iteration 60F: 3 clusters Score -1.112557e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90395 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -11125569.000000 Penalty: 5663.513184
	Iteration 61Q: 3 clusters Score -1.112557e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90394 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -11125568.000000 Penalty: 5663.513184
	Iteration 62Q: 3 clusters Score -1.112557e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90395 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -11125562.000000 Penalty: 5663.513184
	Iteration 63Q: 3 clusters Score -1.112556e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90395 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -11125562.000000 Penalty: 5663.513184
	Iteration 64F: 3 clusters Score -1.112556e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (58468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58468 members 
Entering Unmasked Estep 
Score: -6566465.500000 Penalty: 2722.106201
	Iteration 0F: 2 clusters Score -6566466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29053 members 
Mstep: Class 2 contains 29415 members 
Entering Unmasked Estep 
Score: -6527154.500000 Penalty: 5444.212402
	Iteration 0F: 3 clusters Score -6527154 nChanged 27145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -6543034.000000 Penalty: 5444.212402
	Iteration 1F: 3 clusters Score -6543034 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27619 members 
Mstep: Class 2 contains 30849 members 
Entering Unmasked Estep 
Score: -6544380.500000 Penalty: 5444.212402
	Iteration 2F: 3 clusters Score -6544380 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 31546 members 
Entering Unmasked Estep 
Score: -6546109.000000 Penalty: 5444.212402
	Iteration 3F: 3 clusters Score -6546109 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 32586 members 
Entering Unmasked Estep 
Score: -6547922.500000 Penalty: 5444.212402
	Iteration 4F: 3 clusters Score -6547922 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 34038 members 
Entering Unmasked Estep 
Score: -6549811.000000 Penalty: 5444.212402
	Iteration 5F: 3 clusters Score -6549811 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 35758 members 
Entering Unmasked Estep 
Score: -6551709.000000 Penalty: 5444.212402
	Iteration 6F: 3 clusters Score -6551709 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 37751 members 
Entering Unmasked Estep 
Score: -6553627.000000 Penalty: 5444.212402
	Iteration 7F: 3 clusters Score -6553627 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -6555466.000000 Penalty: 5444.212402
	Iteration 8F: 3 clusters Score -6555466 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 42431 members 
Entering Unmasked Estep 
Score: -6557276.500000 Penalty: 5444.212402
	Iteration 9Q: 3 clusters Score -6557276 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 44803 members 
Entering Unmasked Estep 
Score: -6559073.500000 Penalty: 5444.212402
	Iteration 10Q: 3 clusters Score -6559074 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 47040 members 
Entering Unmasked Estep 
Score: -6560750.000000 Penalty: 5444.212402
	Iteration 11Q: 3 clusters Score -6560750 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 49004 members 
Entering Unmasked Estep 
Score: -6562173.000000 Penalty: 5444.212402
	Iteration 12Q: 3 clusters Score -6562173 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 50582 members 
Entering Unmasked Estep 
Score: -6563273.500000 Penalty: 5444.212402
	Iteration 13Q: 3 clusters Score -6563274 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 51893 members 
Entering Unmasked Estep 
Score: -6564140.500000 Penalty: 5444.212402
	Iteration 14Q: 3 clusters Score -6564140 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 52892 members 
Entering Unmasked Estep 
Score: -6564703.000000 Penalty: 5444.212402
	Iteration 15Q: 3 clusters Score -6564703 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 53609 members 
Entering Unmasked Estep 
Score: -6565036.000000 Penalty: 5444.212402
	Iteration 16Q: 3 clusters Score -6565036 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 54164 members 
Entering Unmasked Estep 
Score: -6565323.500000 Penalty: 5444.212402
	Iteration 17Q: 3 clusters Score -6565324 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 54613 members 
Entering Unmasked Estep 
Score: -6565554.000000 Penalty: 5444.212402
	Iteration 18Q: 3 clusters Score -6565554 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 54968 members 
Entering Unmasked Estep 
Score: -6565792.000000 Penalty: 5444.212402
	Iteration 19Q: 3 clusters Score -6565792 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 55266 members 
Entering Unmasked Estep 
Score: -6566081.000000 Penalty: 5444.212402
	Iteration 20F: 3 clusters Score -6566081 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 55496 members 
Entering Unmasked Estep 
Score: -6566327.500000 Penalty: 5444.212402
	Iteration 21Q: 3 clusters Score -6566328 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 55658 members 
Entering Unmasked Estep 
Score: -6566436.500000 Penalty: 5444.212402
	Iteration 22Q: 3 clusters Score -6566436 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 55748 members 
Entering Unmasked Estep 
Score: -6566483.000000 Penalty: 5444.212402
	Iteration 23Q: 3 clusters Score -6566483 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 55832 members 
Entering Unmasked Estep 
Score: -6566545.000000 Penalty: 5444.212402
	Iteration 24Q: 3 clusters Score -6566545 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 55886 members 
Entering Unmasked Estep 
Score: -6566582.500000 Penalty: 5444.212402
	Iteration 25Q: 3 clusters Score -6566582 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 55943 members 
Entering Unmasked Estep 
Score: -6566609.000000 Penalty: 5444.212402
	Iteration 26Q: 3 clusters Score -6566609 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 55997 members 
Entering Unmasked Estep 
Score: -6566637.000000 Penalty: 5444.212402
	Iteration 27Q: 3 clusters Score -6566637 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 56035 members 
Entering Unmasked Estep 
Score: -6566640.000000 Penalty: 5444.212402
	Iteration 28Q: 3 clusters Score -6566640 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 56057 members 
Entering Unmasked Estep 
Score: -6566649.500000 Penalty: 5444.212402
	Iteration 29Q: 3 clusters Score -6566650 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 56075 members 
Entering Unmasked Estep 
Score: -6566671.000000 Penalty: 5444.212402
	Iteration 30Q: 3 clusters Score -6566671 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 56084 members 
Entering Unmasked Estep 
Score: -6566664.000000 Penalty: 5444.212402
	Iteration 31Q: 3 clusters Score -6566664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 56093 members 
Entering Unmasked Estep 
Score: -6566674.000000 Penalty: 5444.212402
	Iteration 32Q: 3 clusters Score -6566674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 56105 members 
Entering Unmasked Estep 
Score: -6566683.500000 Penalty: 5444.212402
	Iteration 33Q: 3 clusters Score -6566684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 56105 members 
Entering Unmasked Estep 
Score: -6566691.000000 Penalty: 5444.212402
	Iteration 34Q: 3 clusters Score -6566691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 56103 members 
Entering Unmasked Estep 
Score: -6566690.500000 Penalty: 5444.212402
	Iteration 35Q: 3 clusters Score -6566690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 56103 members 
Entering Unmasked Estep 
Score: -6566692.000000 Penalty: 5444.212402
	Iteration 36Q: 3 clusters Score -6566692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 56106 members 
Entering Unmasked Estep 
Score: -6566682.500000 Penalty: 5444.212402
	Iteration 37Q: 3 clusters Score -6566682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 56109 members 
Entering Unmasked Estep 
Score: -6566692.500000 Penalty: 5444.212402
	Iteration 38Q: 3 clusters Score -6566692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 56111 members 
Entering Unmasked Estep 
Score: -6566696.500000 Penalty: 5444.212402
	Iteration 39Q: 3 clusters Score -6566696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 56111 members 
Entering Unmasked Estep 
Score: -6566690.500000 Penalty: 5444.212402
	Iteration 40F: 3 clusters Score -6566690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 56112 members 
Entering Unmasked Estep 
Score: -6566692.500000 Penalty: 5444.212402
	Iteration 41Q: 3 clusters Score -6566692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 56114 members 
Entering Unmasked Estep 
Score: -6566693.000000 Penalty: 5444.212402
	Iteration 42Q: 3 clusters Score -6566693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 56118 members 
Entering Unmasked Estep 
Score: -6566697.000000 Penalty: 5444.212402
	Iteration 43Q: 3 clusters Score -6566697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 56125 members 
Entering Unmasked Estep 
Score: -6566698.500000 Penalty: 5444.212402
	Iteration 44Q: 3 clusters Score -6566698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 56128 members 
Entering Unmasked Estep 
Score: -6566696.500000 Penalty: 5444.212402
	Iteration 45Q: 3 clusters Score -6566696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 56130 members 
Entering Unmasked Estep 
Score: -6566707.000000 Penalty: 5444.212402
	Iteration 46Q: 3 clusters Score -6566707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 56133 members 
Entering Unmasked Estep 
Score: -6566707.500000 Penalty: 5444.212402
	Iteration 47Q: 3 clusters Score -6566708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 56136 members 
Entering Unmasked Estep 
Score: -6566711.000000 Penalty: 5444.212402
	Iteration 48Q: 3 clusters Score -6566711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 56138 members 
Entering Unmasked Estep 
Score: -6566712.000000 Penalty: 5444.212402
	Iteration 49Q: 3 clusters Score -6566712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 56138 members 
Entering Unmasked Estep 
Score: -6566712.000000 Penalty: 5444.212402
	Iteration 50Q: 3 clusters Score -6566712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 56137 members 
Entering Unmasked Estep 
Score: -6566709.500000 Penalty: 5444.212402
	Iteration 51Q: 3 clusters Score -6566710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 56135 members 
Entering Unmasked Estep 
Score: -6566711.000000 Penalty: 5444.212402
	Iteration 52Q: 3 clusters Score -6566711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 56134 members 
Entering Unmasked Estep 
Score: -6566712.500000 Penalty: 5444.212402
	Iteration 53Q: 3 clusters Score -6566712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 56133 members 
Entering Unmasked Estep 
Score: -6566713.000000 Penalty: 5444.212402
	Iteration 54Q: 3 clusters Score -6566713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 56133 members 
Entering Unmasked Estep 
Score: -6566713.000000 Penalty: 5444.212402
	Iteration 55F: 3 clusters Score -6566713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 169266 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 34592 members 
Mstep: Class 4 contains 29201 members 
Mstep: Class 5 contains 82709 members 
Mstep: Class 6 contains 29958 members 
Mstep: Class 7 contains 13864 members 
Mstep: Class 8 contains 5850 members 
Mstep: Class 9 contains 55454 members 
Mstep: Class 10 contains 26624 members 
Mstep: Class 11 contains 15477 members 
Mstep: Class 12 contains 10057 members 
Mstep: Class 13 contains 191448 members 
Mstep: Class 14 contains 12776 members 
Mstep: Class 15 contains 150616 members 
Mstep: Class 16 contains 14736 members 
Mstep: Class 17 contains 7578 members 
Mstep: Class 18 contains 8235 members 
Mstep: Class 19 contains 8883 members 
Mstep: Class 20 contains 9003 members 
Mstep: Class 21 contains 5778 members 
Mstep: Class 22 contains 325761 members 
Mstep: Class 23 contains 5471 members 
Mstep: Class 24 contains 221 members 
Mstep: Class 25 contains 82737 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 90978 members 
Mstep: Class 28 contains 2335 members 
Mstep: Class 29 contains 5264 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 6271 members 
Mstep: Class 32 contains 10562 members 
Mstep: Class 33 contains 42473 members 
Mstep: Class 34 contains 11162 members 
Mstep: Class 35 contains 3435 members 
Mstep: Class 36 contains 405 members 
Mstep: Class 37 contains 8407 members 
Mstep: Class 38 contains 202364 members 
Mstep: Class 39 contains 231800 members 
Mstep: Class 40 contains 10302 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 717 members 
Mstep: Class 44 contains 56133 members 
Entering Unmasked Estep 
Score: -235485040.000000 Penalty: 158264.671875
Splitting cluster 28 changes total score from -235486368.000000 to -235485040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (5264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Entering Unmasked Estep 
Score: -641550.687500 Penalty: 2125.024414
	Iteration 0F: 2 clusters Score -641550.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -636904.187500 Penalty: 4250.048828
	Iteration 0F: 3 clusters Score -636904.2 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -637981.250000 Penalty: 4250.048828
	Iteration 1F: 3 clusters Score -637981.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -638188.500000 Penalty: 4250.048828
	Iteration 2F: 3 clusters Score -638188.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -638345.000000 Penalty: 4250.048828
	Iteration 3Q: 3 clusters Score -638345 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -638502.062500 Penalty: 4250.048828
	Iteration 4Q: 3 clusters Score -638502.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -638716.437500 Penalty: 4250.048828
	Iteration 5Q: 3 clusters Score -638716.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -639017.500000 Penalty: 4250.048828
	Iteration 6F: 3 clusters Score -639017.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -639384.187500 Penalty: 4250.048828
	Iteration 7F: 3 clusters Score -639384.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -639755.250000 Penalty: 4250.048828
	Iteration 8F: 3 clusters Score -639755.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -640053.562500 Penalty: 4250.048828
	Iteration 9F: 3 clusters Score -640053.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -640290.562500 Penalty: 4250.048828
	Iteration 10Q: 3 clusters Score -640290.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -640446.937500 Penalty: 4250.048828
	Iteration 11Q: 3 clusters Score -640446.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -640560.250000 Penalty: 4250.048828
	Iteration 12Q: 3 clusters Score -640560.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -640630.750000 Penalty: 4250.048828
	Iteration 13Q: 3 clusters Score -640630.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -640676.937500 Penalty: 4250.048828
	Iteration 14Q: 3 clusters Score -640676.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -640711.000000 Penalty: 4250.048828
	Iteration 15Q: 3 clusters Score -640711 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -640729.062500 Penalty: 4250.048828
	Iteration 16Q: 3 clusters Score -640729.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -640749.500000 Penalty: 4250.048828
	Iteration 17Q: 3 clusters Score -640749.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -640763.437500 Penalty: 4250.048828
	Iteration 18Q: 3 clusters Score -640763.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -640773.125000 Penalty: 4250.048828
	Iteration 19Q: 3 clusters Score -640773.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -640779.750000 Penalty: 4250.048828
	Iteration 20F: 3 clusters Score -640779.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -640781.062500 Penalty: 4250.048828
	Iteration 21Q: 3 clusters Score -640781.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -640783.500000 Penalty: 4250.048828
	Iteration 22Q: 3 clusters Score -640783.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -640786.500000 Penalty: 4250.048828
	Iteration 23Q: 3 clusters Score -640786.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -640788.562500 Penalty: 4250.048828
	Iteration 24Q: 3 clusters Score -640788.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -640789.125000 Penalty: 4250.048828
	Iteration 25Q: 3 clusters Score -640789.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -640790.187500 Penalty: 4250.048828
	Iteration 26Q: 3 clusters Score -640790.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -640789.812500 Penalty: 4250.048828
	Iteration 27Q: 3 clusters Score -640789.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -640789.812500 Penalty: 4250.048828
	Iteration 28F: 3 clusters Score -640789.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Entering Unmasked Estep 
Score: -1074458.250000 Penalty: 2257.648926
	Iteration 0F: 2 clusters Score -1074458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1067391.875000 Penalty: 4515.297852
	Iteration 0F: 3 clusters Score -1067392 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1069426.875000 Penalty: 4515.297852
	Iteration 1F: 3 clusters Score -1069427 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1069677.625000 Penalty: 4515.297852
	Iteration 2F: 3 clusters Score -1069678 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1069861.500000 Penalty: 4515.297852
	Iteration 3Q: 3 clusters Score -1069862 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1070013.375000 Penalty: 4515.297852
	Iteration 4Q: 3 clusters Score -1070013 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1070179.625000 Penalty: 4515.297852
	Iteration 5Q: 3 clusters Score -1070180 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1070342.875000 Penalty: 4515.297852
	Iteration 6Q: 3 clusters Score -1070343 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1070515.375000 Penalty: 4515.297852
	Iteration 7Q: 3 clusters Score -1070515 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1070699.875000 Penalty: 4515.297852
	Iteration 8Q: 3 clusters Score -1070700 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1070891.000000 Penalty: 4515.297852
	Iteration 9Q: 3 clusters Score -1070891 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1071075.375000 Penalty: 4515.297852
	Iteration 10Q: 3 clusters Score -1071075 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1071253.625000 Penalty: 4515.297852
	Iteration 11Q: 3 clusters Score -1071254 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1071419.000000 Penalty: 4515.297852
	Iteration 12Q: 3 clusters Score -1071419 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1071576.375000 Penalty: 4515.297852
	Iteration 13Q: 3 clusters Score -1071576 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1071721.250000 Penalty: 4515.297852
	Iteration 14Q: 3 clusters Score -1071721 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1071834.250000 Penalty: 4515.297852
	Iteration 15Q: 3 clusters Score -1071834 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1071929.875000 Penalty: 4515.297852
	Iteration 16Q: 3 clusters Score -1071930 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1072018.875000 Penalty: 4515.297852
	Iteration 17Q: 3 clusters Score -1072019 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1072082.875000 Penalty: 4515.297852
	Iteration 18Q: 3 clusters Score -1072083 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1072129.375000 Penalty: 4515.297852
	Iteration 19Q: 3 clusters Score -1072129 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1072166.500000 Penalty: 4515.297852
	Iteration 20F: 3 clusters Score -1072166 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1072195.500000 Penalty: 4515.297852
	Iteration 21Q: 3 clusters Score -1072196 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1072225.500000 Penalty: 4515.297852
	Iteration 22Q: 3 clusters Score -1072226 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1072252.250000 Penalty: 4515.297852
	Iteration 23Q: 3 clusters Score -1072252 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1072269.000000 Penalty: 4515.297852
	Iteration 24Q: 3 clusters Score -1072269 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1072287.375000 Penalty: 4515.297852
	Iteration 25Q: 3 clusters Score -1072287 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1072302.000000 Penalty: 4515.297852
	Iteration 26Q: 3 clusters Score -1072302 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1072317.625000 Penalty: 4515.297852
	Iteration 27Q: 3 clusters Score -1072318 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1072330.500000 Penalty: 4515.297852
	Iteration 28Q: 3 clusters Score -1072330 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1072340.000000 Penalty: 4515.297852
	Iteration 29Q: 3 clusters Score -1072340 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1072350.750000 Penalty: 4515.297852
	Iteration 30Q: 3 clusters Score -1072351 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1072356.625000 Penalty: 4515.297852
	Iteration 31Q: 3 clusters Score -1072357 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1072366.125000 Penalty: 4515.297852
	Iteration 32Q: 3 clusters Score -1072366 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1072376.375000 Penalty: 4515.297852
	Iteration 33Q: 3 clusters Score -1072376 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1072385.625000 Penalty: 4515.297852
	Iteration 34Q: 3 clusters Score -1072386 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1072394.375000 Penalty: 4515.297852
	Iteration 35Q: 3 clusters Score -1072394 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1072404.750000 Penalty: 4515.297852
	Iteration 36Q: 3 clusters Score -1072405 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1072414.875000 Penalty: 4515.297852
	Iteration 37Q: 3 clusters Score -1072415 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1072428.375000 Penalty: 4515.297852
	Iteration 38Q: 3 clusters Score -1072428 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1072444.875000 Penalty: 4515.297852
	Iteration 39Q: 3 clusters Score -1072445 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1072460.625000 Penalty: 4515.297852
	Iteration 40F: 3 clusters Score -1072461 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1072477.375000 Penalty: 4515.297852
	Iteration 41Q: 3 clusters Score -1072477 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1072489.875000 Penalty: 4515.297852
	Iteration 42Q: 3 clusters Score -1072490 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1072501.000000 Penalty: 4515.297852
	Iteration 43Q: 3 clusters Score -1072501 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1072506.625000 Penalty: 4515.297852
	Iteration 44Q: 3 clusters Score -1072507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1072512.750000 Penalty: 4515.297852
	Iteration 45Q: 3 clusters Score -1072513 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1072519.875000 Penalty: 4515.297852
	Iteration 46Q: 3 clusters Score -1072520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1072525.125000 Penalty: 4515.297852
	Iteration 47Q: 3 clusters Score -1072525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1072531.625000 Penalty: 4515.297852
	Iteration 48Q: 3 clusters Score -1072532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1072531.375000 Penalty: 4515.297852
	Iteration 49Q: 3 clusters Score -1072531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1072532.500000 Penalty: 4515.297852
	Iteration 50Q: 3 clusters Score -1072532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1072537.250000 Penalty: 4515.297852
	Iteration 51Q: 3 clusters Score -1072537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1072543.750000 Penalty: 4515.297852
	Iteration 52Q: 3 clusters Score -1072544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1072546.625000 Penalty: 4515.297852
	Iteration 53Q: 3 clusters Score -1072547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1072552.000000 Penalty: 4515.297852
	Iteration 54Q: 3 clusters Score -1072552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1072554.875000 Penalty: 4515.297852
	Iteration 55Q: 3 clusters Score -1072555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1072556.500000 Penalty: 4515.297852
	Iteration 56Q: 3 clusters Score -1072556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1072560.000000 Penalty: 4515.297852
	Iteration 57Q: 3 clusters Score -1072560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1072563.500000 Penalty: 4515.297852
	Iteration 58Q: 3 clusters Score -1072564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1072564.000000 Penalty: 4515.297852
	Iteration 59Q: 3 clusters Score -1072564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1072569.500000 Penalty: 4515.297852
	Iteration 60F: 3 clusters Score -1072570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1072569.250000 Penalty: 4515.297852
	Iteration 61Q: 3 clusters Score -1072569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1072574.000000 Penalty: 4515.297852
	Iteration 62Q: 3 clusters Score -1072574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1072577.625000 Penalty: 4515.297852
	Iteration 63Q: 3 clusters Score -1072578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1072580.500000 Penalty: 4515.297852
	Iteration 64Q: 3 clusters Score -1072580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1072581.000000 Penalty: 4515.297852
	Iteration 65Q: 3 clusters Score -1072581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1072580.875000 Penalty: 4515.297852
	Iteration 66Q: 3 clusters Score -1072581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1072581.750000 Penalty: 4515.297852
	Iteration 67Q: 3 clusters Score -1072582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1072583.375000 Penalty: 4515.297852
	Iteration 68Q: 3 clusters Score -1072583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1072583.750000 Penalty: 4515.297852
	Iteration 69Q: 3 clusters Score -1072584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1072583.750000 Penalty: 4515.297852
	Iteration 70F: 3 clusters Score -1072584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Entering Unmasked Estep 
Score: -676838.500000 Penalty: 2168.435547
	Iteration 0F: 2 clusters Score -676838.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -671591.312500 Penalty: 4336.871094
	Iteration 0F: 3 clusters Score -671591.3 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -673303.250000 Penalty: 4336.871094
	Iteration 1F: 3 clusters Score -673303.2 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -674020.937500 Penalty: 4336.871094
	Iteration 2F: 3 clusters Score -674020.9 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -674692.687500 Penalty: 4336.871094
	Iteration 3F: 3 clusters Score -674692.7 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -675254.375000 Penalty: 4336.871094
	Iteration 4F: 3 clusters Score -675254.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -675676.125000 Penalty: 4336.871094
	Iteration 5F: 3 clusters Score -675676.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -675924.000000 Penalty: 4336.871094
	Iteration 6Q: 3 clusters Score -675924 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -676066.500000 Penalty: 4336.871094
	Iteration 7Q: 3 clusters Score -676066.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -676164.187500 Penalty: 4336.871094
	Iteration 8Q: 3 clusters Score -676164.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -676217.437500 Penalty: 4336.871094
	Iteration 9Q: 3 clusters Score -676217.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -676247.687500 Penalty: 4336.871094
	Iteration 10Q: 3 clusters Score -676247.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -676267.437500 Penalty: 4336.871094
	Iteration 11Q: 3 clusters Score -676267.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -676284.062500 Penalty: 4336.871094
	Iteration 12Q: 3 clusters Score -676284.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -676298.375000 Penalty: 4336.871094
	Iteration 13Q: 3 clusters Score -676298.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -676309.812500 Penalty: 4336.871094
	Iteration 14Q: 3 clusters Score -676309.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -676318.812500 Penalty: 4336.871094
	Iteration 15Q: 3 clusters Score -676318.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -676326.875000 Penalty: 4336.871094
	Iteration 16Q: 3 clusters Score -676326.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -676338.187500 Penalty: 4336.871094
	Iteration 17Q: 3 clusters Score -676338.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -676341.875000 Penalty: 4336.871094
	Iteration 18Q: 3 clusters Score -676341.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -676348.250000 Penalty: 4336.871094
	Iteration 19Q: 3 clusters Score -676348.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -676349.500000 Penalty: 4336.871094
	Iteration 20F: 3 clusters Score -676349.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -676350.875000 Penalty: 4336.871094
	Iteration 21Q: 3 clusters Score -676350.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -676352.937500 Penalty: 4336.871094
	Iteration 22Q: 3 clusters Score -676352.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -676355.125000 Penalty: 4336.871094
	Iteration 23Q: 3 clusters Score -676355.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -676355.875000 Penalty: 4336.871094
	Iteration 24Q: 3 clusters Score -676355.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -676356.812500 Penalty: 4336.871094
	Iteration 25Q: 3 clusters Score -676356.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -676358.312500 Penalty: 4336.871094
	Iteration 26Q: 3 clusters Score -676358.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -676358.625000 Penalty: 4336.871094
	Iteration 27Q: 3 clusters Score -676358.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -676359.000000 Penalty: 4336.871094
	Iteration 28Q: 3 clusters Score -676359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -676359.812500 Penalty: 4336.871094
	Iteration 29Q: 3 clusters Score -676359.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -676362.687500 Penalty: 4336.871094
	Iteration 30Q: 3 clusters Score -676362.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -676362.375000 Penalty: 4336.871094
	Iteration 31Q: 3 clusters Score -676362.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -676362.000000 Penalty: 4336.871094
	Iteration 32Q: 3 clusters Score -676362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -676362.000000 Penalty: 4336.871094
	Iteration 33F: 3 clusters Score -676362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Entering Unmasked Estep 
Score: -1217056.500000 Penalty: 2297.724365
	Iteration 0F: 2 clusters Score -1217056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1209006.625000 Penalty: 4595.448730
	Iteration 0F: 3 clusters Score -1209007 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1211378.750000 Penalty: 4595.448730
	Iteration 1F: 3 clusters Score -1211379 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1211793.125000 Penalty: 4595.448730
	Iteration 2F: 3 clusters Score -1211793 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1212211.625000 Penalty: 4595.448730
	Iteration 3F: 3 clusters Score -1212212 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1212625.500000 Penalty: 4595.448730
	Iteration 4F: 3 clusters Score -1212626 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1213010.500000 Penalty: 4595.448730
	Iteration 5F: 3 clusters Score -1213010 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1213405.875000 Penalty: 4595.448730
	Iteration 6F: 3 clusters Score -1213406 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1213838.125000 Penalty: 4595.448730
	Iteration 7F: 3 clusters Score -1213838 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1214280.625000 Penalty: 4595.448730
	Iteration 8Q: 3 clusters Score -1214281 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1214724.125000 Penalty: 4595.448730
	Iteration 9Q: 3 clusters Score -1214724 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1215083.750000 Penalty: 4595.448730
	Iteration 10Q: 3 clusters Score -1215084 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1215363.500000 Penalty: 4595.448730
	Iteration 11Q: 3 clusters Score -1215364 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1215600.000000 Penalty: 4595.448730
	Iteration 12Q: 3 clusters Score -1215600 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1215740.750000 Penalty: 4595.448730
	Iteration 13Q: 3 clusters Score -1215741 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1215829.125000 Penalty: 4595.448730
	Iteration 14Q: 3 clusters Score -1215829 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1215886.750000 Penalty: 4595.448730
	Iteration 15Q: 3 clusters Score -1215887 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1215921.500000 Penalty: 4595.448730
	Iteration 16Q: 3 clusters Score -1215922 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1215944.000000 Penalty: 4595.448730
	Iteration 17Q: 3 clusters Score -1215944 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1215968.250000 Penalty: 4595.448730
	Iteration 18Q: 3 clusters Score -1215968 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1215978.125000 Penalty: 4595.448730
	Iteration 19Q: 3 clusters Score -1215978 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1215990.375000 Penalty: 4595.448730
	Iteration 20F: 3 clusters Score -1215990 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1216001.000000 Penalty: 4595.448730
	Iteration 21Q: 3 clusters Score -1216001 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1216006.750000 Penalty: 4595.448730
	Iteration 22Q: 3 clusters Score -1216007 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1216012.750000 Penalty: 4595.448730
	Iteration 23Q: 3 clusters Score -1216013 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1216020.000000 Penalty: 4595.448730
	Iteration 24Q: 3 clusters Score -1216020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1216024.750000 Penalty: 4595.448730
	Iteration 25Q: 3 clusters Score -1216025 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1216031.000000 Penalty: 4595.448730
	Iteration 26Q: 3 clusters Score -1216031 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1216032.875000 Penalty: 4595.448730
	Iteration 27Q: 3 clusters Score -1216033 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1216045.250000 Penalty: 4595.448730
	Iteration 28Q: 3 clusters Score -1216045 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1216046.500000 Penalty: 4595.448730
	Iteration 29Q: 3 clusters Score -1216046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1216049.625000 Penalty: 4595.448730
	Iteration 30Q: 3 clusters Score -1216050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1216050.875000 Penalty: 4595.448730
	Iteration 31Q: 3 clusters Score -1216051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1216050.250000 Penalty: 4595.448730
	Iteration 32Q: 3 clusters Score -1216050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1216054.375000 Penalty: 4595.448730
	Iteration 33Q: 3 clusters Score -1216054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1216057.750000 Penalty: 4595.448730
	Iteration 34Q: 3 clusters Score -1216058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1216060.875000 Penalty: 4595.448730
	Iteration 35Q: 3 clusters Score -1216061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1216062.625000 Penalty: 4595.448730
	Iteration 36Q: 3 clusters Score -1216063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1216061.625000 Penalty: 4595.448730
	Iteration 37Q: 3 clusters Score -1216062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1216062.000000 Penalty: 4595.448730
	Iteration 38Q: 3 clusters Score -1216062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1216064.750000 Penalty: 4595.448730
	Iteration 39Q: 3 clusters Score -1216065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1216065.875000 Penalty: 4595.448730
	Iteration 40F: 3 clusters Score -1216066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1216067.125000 Penalty: 4595.448730
	Iteration 41Q: 3 clusters Score -1216067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1216067.125000 Penalty: 4595.448730
	Iteration 42F: 3 clusters Score -1216067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (42473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42473 members 
Entering Unmasked Estep 
Score: -5145584.500000 Penalty: 2642.842773
	Iteration 0F: 2 clusters Score -5145584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -5117008.000000 Penalty: 5285.685547
	Iteration 0F: 3 clusters Score -5117008 nChanged 19386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -5127745.500000 Penalty: 5285.685547
	Iteration 1F: 3 clusters Score -5127746 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -5128541.000000 Penalty: 5285.685547
	Iteration 2Q: 3 clusters Score -5128541 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -5129462.000000 Penalty: 5285.685547
	Iteration 3Q: 3 clusters Score -5129462 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -5130711.500000 Penalty: 5285.685547
	Iteration 4F: 3 clusters Score -5130712 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -5132374.500000 Penalty: 5285.685547
	Iteration 5F: 3 clusters Score -5132374 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -5134530.000000 Penalty: 5285.685547
	Iteration 6F: 3 clusters Score -5134530 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 29650 members 
Entering Unmasked Estep 
Score: -5136997.500000 Penalty: 5285.685547
	Iteration 7F: 3 clusters Score -5136998 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -5139295.500000 Penalty: 5285.685547
	Iteration 8F: 3 clusters Score -5139296 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 33721 members 
Entering Unmasked Estep 
Score: -5141035.000000 Penalty: 5285.685547
	Iteration 9F: 3 clusters Score -5141035 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 35150 members 
Entering Unmasked Estep 
Score: -5142265.000000 Penalty: 5285.685547
	Iteration 10Q: 3 clusters Score -5142265 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 36181 members 
Entering Unmasked Estep 
Score: -5143029.500000 Penalty: 5285.685547
	Iteration 11Q: 3 clusters Score -5143030 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 36902 members 
Entering Unmasked Estep 
Score: -5143454.000000 Penalty: 5285.685547
	Iteration 12Q: 3 clusters Score -5143454 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 37432 members 
Entering Unmasked Estep 
Score: -5143730.500000 Penalty: 5285.685547
	Iteration 13Q: 3 clusters Score -5143730 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 37827 members 
Entering Unmasked Estep 
Score: -5143937.000000 Penalty: 5285.685547
	Iteration 14Q: 3 clusters Score -5143937 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 38173 members 
Entering Unmasked Estep 
Score: -5144103.000000 Penalty: 5285.685547
	Iteration 15Q: 3 clusters Score -5144103 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 38460 members 
Entering Unmasked Estep 
Score: -5144240.000000 Penalty: 5285.685547
	Iteration 16Q: 3 clusters Score -5144240 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 38714 members 
Entering Unmasked Estep 
Score: -5144358.000000 Penalty: 5285.685547
	Iteration 17Q: 3 clusters Score -5144358 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 38925 members 
Entering Unmasked Estep 
Score: -5144468.000000 Penalty: 5285.685547
	Iteration 18Q: 3 clusters Score -5144468 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 39076 members 
Entering Unmasked Estep 
Score: -5144520.500000 Penalty: 5285.685547
	Iteration 19Q: 3 clusters Score -5144520 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 39188 members 
Entering Unmasked Estep 
Score: -5144562.000000 Penalty: 5285.685547
	Iteration 20F: 3 clusters Score -5144562 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 39300 members 
Entering Unmasked Estep 
Score: -5144625.000000 Penalty: 5285.685547
	Iteration 21Q: 3 clusters Score -5144625 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 39386 members 
Entering Unmasked Estep 
Score: -5144652.500000 Penalty: 5285.685547
	Iteration 22Q: 3 clusters Score -5144652 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 39466 members 
Entering Unmasked Estep 
Score: -5144701.500000 Penalty: 5285.685547
	Iteration 23Q: 3 clusters Score -5144702 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 39541 members 
Entering Unmasked Estep 
Score: -5144730.000000 Penalty: 5285.685547
	Iteration 24Q: 3 clusters Score -5144730 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 39591 members 
Entering Unmasked Estep 
Score: -5144737.000000 Penalty: 5285.685547
	Iteration 25Q: 3 clusters Score -5144737 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 39627 members 
Entering Unmasked Estep 
Score: -5144756.000000 Penalty: 5285.685547
	Iteration 26Q: 3 clusters Score -5144756 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 39662 members 
Entering Unmasked Estep 
Score: -5144770.500000 Penalty: 5285.685547
	Iteration 27Q: 3 clusters Score -5144770 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 39694 members 
Entering Unmasked Estep 
Score: -5144781.000000 Penalty: 5285.685547
	Iteration 28Q: 3 clusters Score -5144781 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 39721 members 
Entering Unmasked Estep 
Score: -5144790.000000 Penalty: 5285.685547
	Iteration 29Q: 3 clusters Score -5144790 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 39746 members 
Entering Unmasked Estep 
Score: -5144800.500000 Penalty: 5285.685547
	Iteration 30Q: 3 clusters Score -5144800 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 39763 members 
Entering Unmasked Estep 
Score: -5144804.000000 Penalty: 5285.685547
	Iteration 31Q: 3 clusters Score -5144804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 39778 members 
Entering Unmasked Estep 
Score: -5144807.500000 Penalty: 5285.685547
	Iteration 32Q: 3 clusters Score -5144808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 39795 members 
Entering Unmasked Estep 
Score: -5144801.000000 Penalty: 5285.685547
	Iteration 33Q: 3 clusters Score -5144801 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 39808 members 
Entering Unmasked Estep 
Score: -5144800.000000 Penalty: 5285.685547
	Iteration 34Q: 3 clusters Score -5144800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 39820 members 
Entering Unmasked Estep 
Score: -5144792.500000 Penalty: 5285.685547
	Iteration 35Q: 3 clusters Score -5144792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 39828 members 
Entering Unmasked Estep 
Score: -5144797.000000 Penalty: 5285.685547
	Iteration 36Q: 3 clusters Score -5144797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 39837 members 
Entering Unmasked Estep 
Score: -5144807.000000 Penalty: 5285.685547
	Iteration 37Q: 3 clusters Score -5144807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 39838 members 
Entering Unmasked Estep 
Score: -5144806.500000 Penalty: 5285.685547
	Iteration 38Q: 3 clusters Score -5144806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 39841 members 
Entering Unmasked Estep 
Score: -5144808.000000 Penalty: 5285.685547
	Iteration 39Q: 3 clusters Score -5144808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 39846 members 
Entering Unmasked Estep 
Score: -5144810.000000 Penalty: 5285.685547
	Iteration 40F: 3 clusters Score -5144810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
Score: -5144808.000000 Penalty: 5285.685547
	Iteration 41Q: 3 clusters Score -5144808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 39857 members 
Entering Unmasked Estep 
Score: -5144809.500000 Penalty: 5285.685547
	Iteration 42Q: 3 clusters Score -5144810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 39857 members 
Entering Unmasked Estep 
Score: -5144811.000000 Penalty: 5285.685547
	Iteration 43Q: 3 clusters Score -5144811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 39857 members 
Entering Unmasked Estep 
Score: -5144811.000000 Penalty: 5285.685547
	Iteration 44F: 3 clusters Score -5144811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Entering Unmasked Estep 
Score: -1277275.250000 Penalty: 2311.427002
	Iteration 0F: 2 clusters Score -1277275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1268860.750000 Penalty: 4622.854004
	Iteration 0F: 3 clusters Score -1268861 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1271402.125000 Penalty: 4622.854004
	Iteration 1F: 3 clusters Score -1271402 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1271736.375000 Penalty: 4622.854004
	Iteration 2F: 3 clusters Score -1271736 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1271975.875000 Penalty: 4622.854004
	Iteration 3Q: 3 clusters Score -1271976 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1272170.875000 Penalty: 4622.854004
	Iteration 4Q: 3 clusters Score -1272171 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1272346.500000 Penalty: 4622.854004
	Iteration 5Q: 3 clusters Score -1272346 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1272520.875000 Penalty: 4622.854004
	Iteration 6Q: 3 clusters Score -1272521 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1272691.125000 Penalty: 4622.854004
	Iteration 7Q: 3 clusters Score -1272691 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1272838.000000 Penalty: 4622.854004
	Iteration 8Q: 3 clusters Score -1272838 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1272965.125000 Penalty: 4622.854004
	Iteration 9Q: 3 clusters Score -1272965 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1273073.750000 Penalty: 4622.854004
	Iteration 10Q: 3 clusters Score -1273074 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1273171.375000 Penalty: 4622.854004
	Iteration 11Q: 3 clusters Score -1273171 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1273252.250000 Penalty: 4622.854004
	Iteration 12Q: 3 clusters Score -1273252 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1273315.875000 Penalty: 4622.854004
	Iteration 13Q: 3 clusters Score -1273316 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1273388.500000 Penalty: 4622.854004
	Iteration 14Q: 3 clusters Score -1273388 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1273451.625000 Penalty: 4622.854004
	Iteration 15Q: 3 clusters Score -1273452 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1273500.875000 Penalty: 4622.854004
	Iteration 16Q: 3 clusters Score -1273501 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1273554.125000 Penalty: 4622.854004
	Iteration 17Q: 3 clusters Score -1273554 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1273597.250000 Penalty: 4622.854004
	Iteration 18Q: 3 clusters Score -1273597 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1273640.625000 Penalty: 4622.854004
	Iteration 19Q: 3 clusters Score -1273641 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1273689.000000 Penalty: 4622.854004
	Iteration 20F: 3 clusters Score -1273689 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1273745.500000 Penalty: 4622.854004
	Iteration 21Q: 3 clusters Score -1273746 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1273810.125000 Penalty: 4622.854004
	Iteration 22Q: 3 clusters Score -1273810 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1273881.500000 Penalty: 4622.854004
	Iteration 23Q: 3 clusters Score -1273882 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1273973.000000 Penalty: 4622.854004
	Iteration 24Q: 3 clusters Score -1273973 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1274081.500000 Penalty: 4622.854004
	Iteration 25Q: 3 clusters Score -1274082 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1274210.125000 Penalty: 4622.854004
	Iteration 26Q: 3 clusters Score -1274210 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1274337.625000 Penalty: 4622.854004
	Iteration 27Q: 3 clusters Score -1274338 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1274465.250000 Penalty: 4622.854004
	Iteration 28Q: 3 clusters Score -1274465 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1274579.000000 Penalty: 4622.854004
	Iteration 29Q: 3 clusters Score -1274579 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1274688.750000 Penalty: 4622.854004
	Iteration 30Q: 3 clusters Score -1274689 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1274783.250000 Penalty: 4622.854004
	Iteration 31Q: 3 clusters Score -1274783 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1274863.875000 Penalty: 4622.854004
	Iteration 32Q: 3 clusters Score -1274864 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1274930.500000 Penalty: 4622.854004
	Iteration 33Q: 3 clusters Score -1274930 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1274978.875000 Penalty: 4622.854004
	Iteration 34Q: 3 clusters Score -1274979 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1275006.250000 Penalty: 4622.854004
	Iteration 35Q: 3 clusters Score -1275006 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1275026.750000 Penalty: 4622.854004
	Iteration 36Q: 3 clusters Score -1275027 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1275042.000000 Penalty: 4622.854004
	Iteration 37Q: 3 clusters Score -1275042 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1275056.750000 Penalty: 4622.854004
	Iteration 38Q: 3 clusters Score -1275057 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1275069.875000 Penalty: 4622.854004
	Iteration 39Q: 3 clusters Score -1275070 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1275072.250000 Penalty: 4622.854004
	Iteration 40F: 3 clusters Score -1275072 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1275080.625000 Penalty: 4622.854004
	Iteration 41Q: 3 clusters Score -1275081 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1275082.000000 Penalty: 4622.854004
	Iteration 42Q: 3 clusters Score -1275082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1275082.875000 Penalty: 4622.854004
	Iteration 43Q: 3 clusters Score -1275083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1275085.125000 Penalty: 4622.854004
	Iteration 44Q: 3 clusters Score -1275085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1275083.125000 Penalty: 4622.854004
	Iteration 45Q: 3 clusters Score -1275083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1275082.000000 Penalty: 4622.854004
	Iteration 46Q: 3 clusters Score -1275082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1275084.625000 Penalty: 4622.854004
	Iteration 47Q: 3 clusters Score -1275085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1275085.500000 Penalty: 4622.854004
	Iteration 48Q: 3 clusters Score -1275086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1275085.125000 Penalty: 4622.854004
	Iteration 49Q: 3 clusters Score -1275085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1275085.500000 Penalty: 4622.854004
	Iteration 50Q: 3 clusters Score -1275086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1275085.500000 Penalty: 4622.854004
	Iteration 51F: 3 clusters Score -1275086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Entering Unmasked Estep 
Score: -376178.250000 Penalty: 2019.159546
	Iteration 0F: 2 clusters Score -376178.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -372691.750000 Penalty: 4038.319092
	Iteration 0F: 3 clusters Score -372691.8 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -373481.718750 Penalty: 4038.319092
	Iteration 1F: 3 clusters Score -373481.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -373755.500000 Penalty: 4038.319092
	Iteration 2F: 3 clusters Score -373755.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -374084.656250 Penalty: 4038.319092
	Iteration 3F: 3 clusters Score -374084.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -374433.156250 Penalty: 4038.319092
	Iteration 4F: 3 clusters Score -374433.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -374728.468750 Penalty: 4038.319092
	Iteration 5F: 3 clusters Score -374728.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -374966.593750 Penalty: 4038.319092
	Iteration 6F: 3 clusters Score -374966.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -375109.281250 Penalty: 4038.319092
	Iteration 7Q: 3 clusters Score -375109.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -375181.593750 Penalty: 4038.319092
	Iteration 8Q: 3 clusters Score -375181.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -375224.937500 Penalty: 4038.319092
	Iteration 9Q: 3 clusters Score -375224.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -375254.312500 Penalty: 4038.319092
	Iteration 10Q: 3 clusters Score -375254.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -375273.968750 Penalty: 4038.319092
	Iteration 11Q: 3 clusters Score -375274 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -375297.218750 Penalty: 4038.319092
	Iteration 12Q: 3 clusters Score -375297.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -375322.343750 Penalty: 4038.319092
	Iteration 13Q: 3 clusters Score -375322.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -375337.843750 Penalty: 4038.319092
	Iteration 14Q: 3 clusters Score -375337.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -375345.312500 Penalty: 4038.319092
	Iteration 15Q: 3 clusters Score -375345.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -375352.406250 Penalty: 4038.319092
	Iteration 16Q: 3 clusters Score -375352.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -375363.875000 Penalty: 4038.319092
	Iteration 17Q: 3 clusters Score -375363.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -375374.968750 Penalty: 4038.319092
	Iteration 18Q: 3 clusters Score -375375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -375382.343750 Penalty: 4038.319092
	Iteration 19Q: 3 clusters Score -375382.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -375384.250000 Penalty: 4038.319092
	Iteration 20F: 3 clusters Score -375384.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -375386.187500 Penalty: 4038.319092
	Iteration 21Q: 3 clusters Score -375386.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -375387.906250 Penalty: 4038.319092
	Iteration 22Q: 3 clusters Score -375387.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -375388.062500 Penalty: 4038.319092
	Iteration 23Q: 3 clusters Score -375388.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -375388.718750 Penalty: 4038.319092
	Iteration 24Q: 3 clusters Score -375388.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -375388.718750 Penalty: 4038.319092
	Iteration 25F: 3 clusters Score -375388.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Entering Unmasked Estep 
Score: -44207.886719 Penalty: 1488.963989
	Iteration 0F: 2 clusters Score -44207.89 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 187 members 
Entering Unmasked Estep 
Score: -42807.398438 Penalty: 2977.927979
	Iteration 0F: 3 clusters Score -42807.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -42943.031250 Penalty: 2977.927979
	Iteration 1F: 3 clusters Score -42943.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -42991.027344 Penalty: 2977.927979
	Iteration 2Q: 3 clusters Score -42991.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -43021.164062 Penalty: 2977.927979
	Iteration 3Q: 3 clusters Score -43021.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -43033.933594 Penalty: 2977.927979
	Iteration 4Q: 3 clusters Score -43033.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -43039.984375 Penalty: 2977.927979
	Iteration 5Q: 3 clusters Score -43039.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -43043.941406 Penalty: 2977.927979
	Iteration 6Q: 3 clusters Score -43043.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -43046.558594 Penalty: 2977.927979
	Iteration 7Q: 3 clusters Score -43046.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -43046.558594 Penalty: 2977.927979
	Iteration 8F: 3 clusters Score -43046.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Entering Unmasked Estep 
Score: -957185.562500 Penalty: 2241.131348
	Iteration 0F: 2 clusters Score -957185.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -950463.125000 Penalty: 4482.262695
	Iteration 0F: 3 clusters Score -950463.1 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -952531.937500 Penalty: 4482.262695
	Iteration 1F: 3 clusters Score -952531.9 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -952927.062500 Penalty: 4482.262695
	Iteration 2F: 3 clusters Score -952927.1 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -953234.125000 Penalty: 4482.262695
	Iteration 3F: 3 clusters Score -953234.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -953525.000000 Penalty: 4482.262695
	Iteration 4F: 3 clusters Score -953525 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -953804.625000 Penalty: 4482.262695
	Iteration 5Q: 3 clusters Score -953804.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -954127.125000 Penalty: 4482.262695
	Iteration 6F: 3 clusters Score -954127.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -954465.687500 Penalty: 4482.262695
	Iteration 7F: 3 clusters Score -954465.7 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -954845.500000 Penalty: 4482.262695
	Iteration 8F: 3 clusters Score -954845.5 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -955233.187500 Penalty: 4482.262695
	Iteration 9Q: 3 clusters Score -955233.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -955573.250000 Penalty: 4482.262695
	Iteration 10Q: 3 clusters Score -955573.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -955798.125000 Penalty: 4482.262695
	Iteration 11Q: 3 clusters Score -955798.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -955968.375000 Penalty: 4482.262695
	Iteration 12Q: 3 clusters Score -955968.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -956096.500000 Penalty: 4482.262695
	Iteration 13Q: 3 clusters Score -956096.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -956174.437500 Penalty: 4482.262695
	Iteration 14Q: 3 clusters Score -956174.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -956216.000000 Penalty: 4482.262695
	Iteration 15Q: 3 clusters Score -956216 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -956229.937500 Penalty: 4482.262695
	Iteration 16Q: 3 clusters Score -956229.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -956235.875000 Penalty: 4482.262695
	Iteration 17Q: 3 clusters Score -956235.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -956241.562500 Penalty: 4482.262695
	Iteration 18Q: 3 clusters Score -956241.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -956247.125000 Penalty: 4482.262695
	Iteration 19Q: 3 clusters Score -956247.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -956251.250000 Penalty: 4482.262695
	Iteration 20F: 3 clusters Score -956251.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -956252.312500 Penalty: 4482.262695
	Iteration 21Q: 3 clusters Score -956252.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -956251.875000 Penalty: 4482.262695
	Iteration 22Q: 3 clusters Score -956251.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -956258.312500 Penalty: 4482.262695
	Iteration 23Q: 3 clusters Score -956258.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -956255.562500 Penalty: 4482.262695
	Iteration 24Q: 3 clusters Score -956255.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -956257.375000 Penalty: 4482.262695
	Iteration 25Q: 3 clusters Score -956257.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -956260.562500 Penalty: 4482.262695
	Iteration 26Q: 3 clusters Score -956260.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -956260.000000 Penalty: 4482.262695
	Iteration 27Q: 3 clusters Score -956260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -956261.000000 Penalty: 4482.262695
	Iteration 28Q: 3 clusters Score -956261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -956260.000000 Penalty: 4482.262695
	Iteration 29Q: 3 clusters Score -956260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -956262.562500 Penalty: 4482.262695
	Iteration 30Q: 3 clusters Score -956262.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -956265.500000 Penalty: 4482.262695
	Iteration 31Q: 3 clusters Score -956265.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -956268.312500 Penalty: 4482.262695
	Iteration 32Q: 3 clusters Score -956268.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -956272.687500 Penalty: 4482.262695
	Iteration 33Q: 3 clusters Score -956272.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -956276.375000 Penalty: 4482.262695
	Iteration 34Q: 3 clusters Score -956276.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -956278.312500 Penalty: 4482.262695
	Iteration 35Q: 3 clusters Score -956278.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -956276.875000 Penalty: 4482.262695
	Iteration 36Q: 3 clusters Score -956276.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -956277.875000 Penalty: 4482.262695
	Iteration 37Q: 3 clusters Score -956277.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -956279.562500 Penalty: 4482.262695
	Iteration 38Q: 3 clusters Score -956279.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -956280.937500 Penalty: 4482.262695
	Iteration 39Q: 3 clusters Score -956280.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -956279.625000 Penalty: 4482.262695
	Iteration 40F: 3 clusters Score -956279.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (202364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202364 members 
Entering Unmasked Estep 
Score: -24166030.000000 Penalty: 3030.020020
	Iteration 0F: 2 clusters Score -2.416603e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100992 members 
Mstep: Class 2 contains 101372 members 
Entering Unmasked Estep 
Score: -24031012.000000 Penalty: 6060.040039
	Iteration 0F: 3 clusters Score -2.403101e+07 nChanged 96965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95467 members 
Mstep: Class 2 contains 106897 members 
Entering Unmasked Estep 
Score: -24088398.000000 Penalty: 6060.040039
	Iteration 1F: 3 clusters Score -2.40884e+07 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92133 members 
Mstep: Class 2 contains 110231 members 
Entering Unmasked Estep 
Score: -24090086.000000 Penalty: 6060.040039
	Iteration 2Q: 3 clusters Score -2.409009e+07 nChanged 7755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87138 members 
Mstep: Class 2 contains 115226 members 
Entering Unmasked Estep 
Score: -24092640.000000 Penalty: 6060.040039
	Iteration 3Q: 3 clusters Score -2.409264e+07 nChanged 9370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79860 members 
Mstep: Class 2 contains 122504 members 
Entering Unmasked Estep 
Score: -24096858.000000 Penalty: 6060.040039
	Iteration 4Q: 3 clusters Score -2.409686e+07 nChanged 11718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69614 members 
Mstep: Class 2 contains 132750 members 
Entering Unmasked Estep 
Score: -24103134.000000 Penalty: 6060.040039
	Iteration 5F: 3 clusters Score -2.410313e+07 nChanged 14068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56512 members 
Mstep: Class 2 contains 145852 members 
Entering Unmasked Estep 
Score: -24112384.000000 Penalty: 6060.040039
	Iteration 6F: 3 clusters Score -2.411238e+07 nChanged 15811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41067 members 
Mstep: Class 2 contains 161297 members 
Entering Unmasked Estep 
Score: -24125134.000000 Penalty: 6060.040039
	Iteration 7F: 3 clusters Score -2.412513e+07 nChanged 15365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 176588 members 
Entering Unmasked Estep 
Score: -24139110.000000 Penalty: 6060.040039
	Iteration 8F: 3 clusters Score -2.413911e+07 nChanged 12468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 189048 members 
Entering Unmasked Estep 
Score: -24151528.000000 Penalty: 6060.040039
	Iteration 9F: 3 clusters Score -2.415153e+07 nChanged 7843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 196891 members 
Entering Unmasked Estep 
Score: -24158926.000000 Penalty: 6060.040039
	Iteration 10Q: 3 clusters Score -2.415893e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 200307 members 
Entering Unmasked Estep 
Score: -24161820.000000 Penalty: 6060.040039
	Iteration 11Q: 3 clusters Score -2.416182e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 201500 members 
Entering Unmasked Estep 
Score: -24162902.000000 Penalty: 6060.040039
	Iteration 12Q: 3 clusters Score -2.41629e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 201842 members 
Entering Unmasked Estep 
Score: -24163170.000000 Penalty: 6060.040039
	Iteration 13Q: 3 clusters Score -2.416317e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 201980 members 
Entering Unmasked Estep 
Score: -24163360.000000 Penalty: 6060.040039
	Iteration 14Q: 3 clusters Score -2.416336e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 202023 members 
Entering Unmasked Estep 
Score: -24163430.000000 Penalty: 6060.040039
	Iteration 15Q: 3 clusters Score -2.416343e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 202036 members 
Entering Unmasked Estep 
Score: -24163460.000000 Penalty: 6060.040039
	Iteration 16Q: 3 clusters Score -2.416346e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 202048 members 
Entering Unmasked Estep 
Score: -24163466.000000 Penalty: 6060.040039
	Iteration 17Q: 3 clusters Score -2.416347e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 202050 members 
Entering Unmasked Estep 
Score: -24163464.000000 Penalty: 6060.040039
	Iteration 18Q: 3 clusters Score -2.416346e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 202050 members 
Entering Unmasked Estep 
Score: -24163480.000000 Penalty: 6060.040039
	Iteration 19Q: 3 clusters Score -2.416348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 202052 members 
Entering Unmasked Estep 
Score: -24163486.000000 Penalty: 6060.040039
	Iteration 20F: 3 clusters Score -2.416349e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 202056 members 
Entering Unmasked Estep 
Score: -24163504.000000 Penalty: 6060.040039
	Iteration 21Q: 3 clusters Score -2.41635e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 202057 members 
Entering Unmasked Estep 
Score: -24163502.000000 Penalty: 6060.040039
	Iteration 22Q: 3 clusters Score -2.41635e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 202056 members 
Entering Unmasked Estep 
Score: -24163490.000000 Penalty: 6060.040039
	Iteration 23Q: 3 clusters Score -2.416349e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 202056 members 
Entering Unmasked Estep 
Score: -24163490.000000 Penalty: 6060.040039
	Iteration 24F: 3 clusters Score -2.416349e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (231800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231800 members 
Entering Unmasked Estep 
Score: -28472442.000000 Penalty: 3063.700195
	Iteration 0F: 2 clusters Score -2.847244e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116145 members 
Mstep: Class 2 contains 115655 members 
Entering Unmasked Estep 
Score: -28322986.000000 Penalty: 6127.400391
	Iteration 0F: 3 clusters Score -2.832299e+07 nChanged 111740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122455 members 
Mstep: Class 2 contains 109345 members 
Entering Unmasked Estep 
Score: -28389904.000000 Penalty: 6127.400391
	Iteration 1F: 3 clusters Score -2.83899e+07 nChanged 8809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127510 members 
Mstep: Class 2 contains 104290 members 
Entering Unmasked Estep 
Score: -28392750.000000 Penalty: 6127.400391
	Iteration 2Q: 3 clusters Score -2.839275e+07 nChanged 11553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135327 members 
Mstep: Class 2 contains 96473 members 
Entering Unmasked Estep 
Score: -28397810.000000 Penalty: 6127.400391
	Iteration 3Q: 3 clusters Score -2.839781e+07 nChanged 14891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146616 members 
Mstep: Class 2 contains 85184 members 
Entering Unmasked Estep 
Score: -28405822.000000 Penalty: 6127.400391
	Iteration 4F: 3 clusters Score -2.840582e+07 nChanged 17185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160647 members 
Mstep: Class 2 contains 71153 members 
Entering Unmasked Estep 
Score: -28417070.000000 Penalty: 6127.400391
	Iteration 5F: 3 clusters Score -2.841707e+07 nChanged 17762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176295 members 
Mstep: Class 2 contains 55505 members 
Entering Unmasked Estep 
Score: -28429756.000000 Penalty: 6127.400391
	Iteration 6F: 3 clusters Score -2.842976e+07 nChanged 16169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191390 members 
Mstep: Class 2 contains 40410 members 
Entering Unmasked Estep 
Score: -28440764.000000 Penalty: 6127.400391
	Iteration 7F: 3 clusters Score -2.844076e+07 nChanged 13476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204472 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -28449850.000000 Penalty: 6127.400391
	Iteration 8F: 3 clusters Score -2.844985e+07 nChanged 10295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214713 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -28457072.000000 Penalty: 6127.400391
	Iteration 9Q: 3 clusters Score -2.845707e+07 nChanged 7549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222260 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -28462788.000000 Penalty: 6127.400391
	Iteration 10Q: 3 clusters Score -2.846279e+07 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226958 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -28466368.000000 Penalty: 6127.400391
	Iteration 11Q: 3 clusters Score -2.846637e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229480 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -28468096.000000 Penalty: 6127.400391
	Iteration 12Q: 3 clusters Score -2.84681e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230618 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -28468984.000000 Penalty: 6127.400391
	Iteration 13Q: 3 clusters Score -2.846898e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231048 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -28469428.000000 Penalty: 6127.400391
	Iteration 14Q: 3 clusters Score -2.846943e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231211 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -28469574.000000 Penalty: 6127.400391
	Iteration 15Q: 3 clusters Score -2.846957e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231278 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -28469642.000000 Penalty: 6127.400391
	Iteration 16Q: 3 clusters Score -2.846964e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231323 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -28469678.000000 Penalty: 6127.400391
	Iteration 17Q: 3 clusters Score -2.846968e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231359 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -28469714.000000 Penalty: 6127.400391
	Iteration 18Q: 3 clusters Score -2.846971e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231373 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -28469722.000000 Penalty: 6127.400391
	Iteration 19Q: 3 clusters Score -2.846972e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231383 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -28469760.000000 Penalty: 6127.400391
	Iteration 20F: 3 clusters Score -2.846976e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231392 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -28469756.000000 Penalty: 6127.400391
	Iteration 21Q: 3 clusters Score -2.846976e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231396 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -28469788.000000 Penalty: 6127.400391
	Iteration 22Q: 3 clusters Score -2.846979e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231397 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -28469792.000000 Penalty: 6127.400391
	Iteration 23Q: 3 clusters Score -2.846979e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231398 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -28469796.000000 Penalty: 6127.400391
	Iteration 24Q: 3 clusters Score -2.84698e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231401 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -28469792.000000 Penalty: 6127.400391
	Iteration 25Q: 3 clusters Score -2.846979e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231407 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -28469788.000000 Penalty: 6127.400391
	Iteration 26Q: 3 clusters Score -2.846979e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231409 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -28469804.000000 Penalty: 6127.400391
	Iteration 27Q: 3 clusters Score -2.84698e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231408 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -28469800.000000 Penalty: 6127.400391
	Iteration 28Q: 3 clusters Score -2.84698e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231409 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -28469802.000000 Penalty: 6127.400391
	Iteration 29Q: 3 clusters Score -2.84698e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231411 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -28469804.000000 Penalty: 6127.400391
	Iteration 30Q: 3 clusters Score -2.84698e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231414 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -28469820.000000 Penalty: 6127.400391
	Iteration 31Q: 3 clusters Score -2.846982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231416 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -28469820.000000 Penalty: 6127.400391
	Iteration 32Q: 3 clusters Score -2.846982e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231416 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -28469820.000000 Penalty: 6127.400391
	Iteration 33F: 3 clusters Score -2.846982e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (10302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Entering Unmasked Estep 
Score: -1208803.875000 Penalty: 2291.543213
	Iteration 0F: 2 clusters Score -1208804 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 5083 members 
Entering Unmasked Estep 
Score: -1200987.125000 Penalty: 4583.086426
	Iteration 0F: 3 clusters Score -1200987 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1203345.000000 Penalty: 4583.086426
	Iteration 1F: 3 clusters Score -1203345 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1203768.875000 Penalty: 4583.086426
	Iteration 2F: 3 clusters Score -1203769 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1204093.625000 Penalty: 4583.086426
	Iteration 3F: 3 clusters Score -1204094 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1204347.750000 Penalty: 4583.086426
	Iteration 4Q: 3 clusters Score -1204348 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1204565.125000 Penalty: 4583.086426
	Iteration 5Q: 3 clusters Score -1204565 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1204736.625000 Penalty: 4583.086426
	Iteration 6Q: 3 clusters Score -1204737 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1204919.750000 Penalty: 4583.086426
	Iteration 7Q: 3 clusters Score -1204920 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1205132.250000 Penalty: 4583.086426
	Iteration 8Q: 3 clusters Score -1205132 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1205378.875000 Penalty: 4583.086426
	Iteration 9Q: 3 clusters Score -1205379 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1205631.125000 Penalty: 4583.086426
	Iteration 10Q: 3 clusters Score -1205631 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1205900.500000 Penalty: 4583.086426
	Iteration 11Q: 3 clusters Score -1205900 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1206128.500000 Penalty: 4583.086426
	Iteration 12Q: 3 clusters Score -1206128 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1206269.875000 Penalty: 4583.086426
	Iteration 13Q: 3 clusters Score -1206270 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1206389.750000 Penalty: 4583.086426
	Iteration 14Q: 3 clusters Score -1206390 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1206467.125000 Penalty: 4583.086426
	Iteration 15Q: 3 clusters Score -1206467 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1206536.000000 Penalty: 4583.086426
	Iteration 16Q: 3 clusters Score -1206536 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1206582.375000 Penalty: 4583.086426
	Iteration 17Q: 3 clusters Score -1206582 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1206617.875000 Penalty: 4583.086426
	Iteration 18Q: 3 clusters Score -1206618 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1206639.250000 Penalty: 4583.086426
	Iteration 19Q: 3 clusters Score -1206639 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1206655.875000 Penalty: 4583.086426
	Iteration 20F: 3 clusters Score -1206656 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1206667.375000 Penalty: 4583.086426
	Iteration 21Q: 3 clusters Score -1206667 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1206677.125000 Penalty: 4583.086426
	Iteration 22Q: 3 clusters Score -1206677 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1206686.375000 Penalty: 4583.086426
	Iteration 23Q: 3 clusters Score -1206686 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1206698.875000 Penalty: 4583.086426
	Iteration 24Q: 3 clusters Score -1206699 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1206708.500000 Penalty: 4583.086426
	Iteration 25Q: 3 clusters Score -1206708 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1206714.625000 Penalty: 4583.086426
	Iteration 26Q: 3 clusters Score -1206715 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1206722.875000 Penalty: 4583.086426
	Iteration 27Q: 3 clusters Score -1206723 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1206728.875000 Penalty: 4583.086426
	Iteration 28Q: 3 clusters Score -1206729 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1206732.125000 Penalty: 4583.086426
	Iteration 29Q: 3 clusters Score -1206732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1206734.125000 Penalty: 4583.086426
	Iteration 30Q: 3 clusters Score -1206734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1206736.625000 Penalty: 4583.086426
	Iteration 31Q: 3 clusters Score -1206737 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1206744.375000 Penalty: 4583.086426
	Iteration 32Q: 3 clusters Score -1206744 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1206748.875000 Penalty: 4583.086426
	Iteration 33Q: 3 clusters Score -1206749 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1206751.000000 Penalty: 4583.086426
	Iteration 34Q: 3 clusters Score -1206751 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1206756.625000 Penalty: 4583.086426
	Iteration 35Q: 3 clusters Score -1206757 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1206750.625000 Penalty: 4583.086426
	Iteration 36Q: 3 clusters Score -1206751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1206757.000000 Penalty: 4583.086426
	Iteration 37Q: 3 clusters Score -1206757 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1206760.125000 Penalty: 4583.086426
	Iteration 38Q: 3 clusters Score -1206760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1206761.250000 Penalty: 4583.086426
	Iteration 39Q: 3 clusters Score -1206761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1206760.250000 Penalty: 4583.086426
	Iteration 40F: 3 clusters Score -1206760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1206759.375000 Penalty: 4583.086426
	Iteration 41Q: 3 clusters Score -1206759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1206761.375000 Penalty: 4583.086426
	Iteration 42Q: 3 clusters Score -1206761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1206764.875000 Penalty: 4583.086426
	Iteration 43Q: 3 clusters Score -1206765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1206766.375000 Penalty: 4583.086426
	Iteration 44Q: 3 clusters Score -1206766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1206765.375000 Penalty: 4583.086426
	Iteration 45Q: 3 clusters Score -1206765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1206766.375000 Penalty: 4583.086426
	Iteration 46Q: 3 clusters Score -1206766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1206767.500000 Penalty: 4583.086426
	Iteration 47Q: 3 clusters Score -1206768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1206771.750000 Penalty: 4583.086426
	Iteration 48Q: 3 clusters Score -1206772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1206772.500000 Penalty: 4583.086426
	Iteration 49Q: 3 clusters Score -1206772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1206773.625000 Penalty: 4583.086426
	Iteration 50Q: 3 clusters Score -1206774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1206774.875000 Penalty: 4583.086426
	Iteration 51Q: 3 clusters Score -1206775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1206778.875000 Penalty: 4583.086426
	Iteration 52Q: 3 clusters Score -1206779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1206775.750000 Penalty: 4583.086426
	Iteration 53Q: 3 clusters Score -1206776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1206780.375000 Penalty: 4583.086426
	Iteration 54Q: 3 clusters Score -1206780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1206778.625000 Penalty: 4583.086426
	Iteration 55Q: 3 clusters Score -1206779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1206780.125000 Penalty: 4583.086426
	Iteration 56Q: 3 clusters Score -1206780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1206779.875000 Penalty: 4583.086426
	Iteration 57Q: 3 clusters Score -1206780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1206781.500000 Penalty: 4583.086426
	Iteration 58Q: 3 clusters Score -1206782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1206785.000000 Penalty: 4583.086426
	Iteration 59Q: 3 clusters Score -1206785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1206784.375000 Penalty: 4583.086426
	Iteration 60F: 3 clusters Score -1206784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1206783.875000 Penalty: 4583.086426
	Iteration 61Q: 3 clusters Score -1206784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1206784.875000 Penalty: 4583.086426
	Iteration 62Q: 3 clusters Score -1206785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1206784.625000 Penalty: 4583.086426
	Iteration 63Q: 3 clusters Score -1206785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1206784.625000 Penalty: 4583.086426
	Iteration 64F: 3 clusters Score -1206785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Entering Unmasked Estep 
Score: -47079.300781 Penalty: 1508.390381
	Iteration 0F: 2 clusters Score -47079.3 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 213 members 
Entering Unmasked Estep 
Score: -45602.687500 Penalty: 3016.780762
	Iteration 0F: 3 clusters Score -45602.69 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -45773.906250 Penalty: 3016.780762
	Iteration 1F: 3 clusters Score -45773.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -45884.667969 Penalty: 3016.780762
	Iteration 2F: 3 clusters Score -45884.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -45951.187500 Penalty: 3016.780762
	Iteration 3Q: 3 clusters Score -45951.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -45978.148438 Penalty: 3016.780762
	Iteration 4Q: 3 clusters Score -45978.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -45998.457031 Penalty: 3016.780762
	Iteration 5Q: 3 clusters Score -45998.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -46008.222656 Penalty: 3016.780762
	Iteration 6Q: 3 clusters Score -46008.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -46015.914062 Penalty: 3016.780762
	Iteration 7Q: 3 clusters Score -46015.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -46018.675781 Penalty: 3016.780762
	Iteration 8Q: 3 clusters Score -46018.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -46023.781250 Penalty: 3016.780762
	Iteration 9Q: 3 clusters Score -46023.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -46028.261719 Penalty: 3016.780762
	Iteration 10Q: 3 clusters Score -46028.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -46028.261719 Penalty: 3016.780762
	Iteration 11F: 3 clusters Score -46028.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -47593.199219 Penalty: 1515.093384
	Iteration 0F: 2 clusters Score -47593.2 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: -46114.652344 Penalty: 3030.186768
	Iteration 0F: 3 clusters Score -46114.65 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -46281.617188 Penalty: 3030.186768
	Iteration 1F: 3 clusters Score -46281.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -46342.941406 Penalty: 3030.186768
	Iteration 2F: 3 clusters Score -46342.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -46379.593750 Penalty: 3030.186768
	Iteration 3Q: 3 clusters Score -46379.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -46389.515625 Penalty: 3030.186768
	Iteration 4Q: 3 clusters Score -46389.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -46394.335938 Penalty: 3030.186768
	Iteration 5Q: 3 clusters Score -46394.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -46394.335938 Penalty: 3030.186768
	Iteration 6F: 3 clusters Score -46394.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -80474.289062 Penalty: 1630.618774
	Iteration 0F: 2 clusters Score -80474.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -78787.460938 Penalty: 3261.237549
	Iteration 0F: 3 clusters Score -78787.46 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -79147.687500 Penalty: 3261.237549
	Iteration 1F: 3 clusters Score -79147.69 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -79254.335938 Penalty: 3261.237549
	Iteration 2F: 3 clusters Score -79254.34 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -79321.890625 Penalty: 3261.237549
	Iteration 3Q: 3 clusters Score -79321.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -79363.601562 Penalty: 3261.237549
	Iteration 4Q: 3 clusters Score -79363.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -79382.937500 Penalty: 3261.237549
	Iteration 5Q: 3 clusters Score -79382.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -79389.085938 Penalty: 3261.237549
	Iteration 6Q: 3 clusters Score -79389.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -79394.085938 Penalty: 3261.237549
	Iteration 7Q: 3 clusters Score -79394.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -79394.578125 Penalty: 3261.237549
	Iteration 8Q: 3 clusters Score -79394.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -79394.578125 Penalty: 3261.237549
	Iteration 9F: 3 clusters Score -79394.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 169266 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 34592 members 
Mstep: Class 4 contains 29201 members 
Mstep: Class 5 contains 82709 members 
Mstep: Class 6 contains 29958 members 
Mstep: Class 7 contains 13864 members 
Mstep: Class 8 contains 5850 members 
Mstep: Class 9 contains 55454 members 
Mstep: Class 10 contains 26624 members 
Mstep: Class 11 contains 15477 members 
Mstep: Class 12 contains 10057 members 
Mstep: Class 13 contains 191448 members 
Mstep: Class 14 contains 12776 members 
Mstep: Class 15 contains 150616 members 
Mstep: Class 16 contains 14736 members 
Mstep: Class 17 contains 7578 members 
Mstep: Class 18 contains 8235 members 
Mstep: Class 19 contains 8883 members 
Mstep: Class 20 contains 9003 members 
Mstep: Class 21 contains 5778 members 
Mstep: Class 22 contains 325761 members 
Mstep: Class 23 contains 5471 members 
Mstep: Class 24 contains 221 members 
Mstep: Class 25 contains 82737 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 90978 members 
Mstep: Class 28 contains 58468 members 
Mstep: Class 29 contains 5264 members 
Mstep: Class 30 contains 8986 members 
Mstep: Class 31 contains 6271 members 
Mstep: Class 32 contains 10562 members 
Mstep: Class 33 contains 42473 members 
Mstep: Class 34 contains 11162 members 
Mstep: Class 35 contains 3435 members 
Mstep: Class 36 contains 405 members 
Mstep: Class 37 contains 8407 members 
Mstep: Class 38 contains 202364 members 
Mstep: Class 39 contains 231800 members 
Mstep: Class 40 contains 10302 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486016.000000 Penalty: 154667.750000
Iteration 199Q: 44 clusters Score -2.35486e+08 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 169215 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 34718 members 
Mstep: Class 4 contains 29192 members 
Mstep: Class 5 contains 82700 members 
Mstep: Class 6 contains 29935 members 
Mstep: Class 7 contains 13859 members 
Mstep: Class 8 contains 5851 members 
Mstep: Class 9 contains 55452 members 
Mstep: Class 10 contains 26603 members 
Mstep: Class 11 contains 15477 members 
Mstep: Class 12 contains 10060 members 
Mstep: Class 13 contains 190558 members 
Mstep: Class 14 contains 12775 members 
Mstep: Class 15 contains 150613 members 
Mstep: Class 16 contains 14739 members 
Mstep: Class 17 contains 7576 members 
Mstep: Class 18 contains 8231 members 
Mstep: Class 19 contains 8885 members 
Mstep: Class 20 contains 9006 members 
Mstep: Class 21 contains 5787 members 
Mstep: Class 22 contains 325840 members 
Mstep: Class 23 contains 5471 members 
Mstep: Class 24 contains 221 members 
Mstep: Class 25 contains 82738 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 90992 members 
Mstep: Class 28 contains 58451 members 
Mstep: Class 29 contains 5263 members 
Mstep: Class 30 contains 8983 members 
Mstep: Class 31 contains 6271 members 
Mstep: Class 32 contains 10570 members 
Mstep: Class 33 contains 42461 members 
Mstep: Class 34 contains 11162 members 
Mstep: Class 35 contains 3435 members 
Mstep: Class 36 contains 405 members 
Mstep: Class 37 contains 8405 members 
Mstep: Class 38 contains 202345 members 
Mstep: Class 39 contains 232621 members 
Mstep: Class 40 contains 10306 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 450 members 
Mstep: Class 43 contains 717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235485952.000000 Penalty: 154667.750000
Iteration 200F: 44 clusters Score -2.35486e+08 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169176 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 34823 members 
Mstep: Class 4 contains 29183 members 
Mstep: Class 5 contains 82696 members 
Mstep: Class 6 contains 29910 members 
Mstep: Class 7 contains 13853 members 
Mstep: Class 8 contains 5851 members 
Mstep: Class 9 contains 55458 members 
Mstep: Class 10 contains 26598 members 
Mstep: Class 11 contains 15478 members 
Mstep: Class 12 contains 10060 members 
Mstep: Class 13 contains 189860 members 
Mstep: Class 14 contains 12773 members 
Mstep: Class 15 contains 150607 members 
Mstep: Class 16 contains 14735 members 
Mstep: Class 17 contains 7575 members 
Mstep: Class 18 contains 8226 members 
Mstep: Class 19 contains 8884 members 
Mstep: Class 20 contains 9008 members 
Mstep: Class 21 contains 5798 members 
Mstep: Class 22 contains 325910 members 
Mstep: Class 23 contains 5468 members 
Mstep: Class 24 contains 221 members 
Mstep: Class 25 contains 82738 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 91002 members 
Mstep: Class 28 contains 58439 members 
Mstep: Class 29 contains 5260 members 
Mstep: Class 30 contains 8981 members 
Mstep: Class 31 contains 6270 members 
Mstep: Class 32 contains 10575 members 
Mstep: Class 33 contains 42454 members 
Mstep: Class 34 contains 11157 members 
Mstep: Class 35 contains 3432 members 
Mstep: Class 36 contains 405 members 
Mstep: Class 37 contains 8403 members 
Mstep: Class 38 contains 202317 members 
Mstep: Class 39 contains 233278 members 
Mstep: Class 40 contains 10310 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 496 members 
Mstep: Class 43 contains 717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235485776.000000 Penalty: 154667.750000
Iteration 201Q: 44 clusters Score -2.354858e+08 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169169 members 
Mstep: Class 2 contains 471 members 
Mstep: Class 3 contains 34912 members 
Mstep: Class 4 contains 29175 members 
Mstep: Class 5 contains 82693 members 
Mstep: Class 6 contains 29892 members 
Mstep: Class 7 contains 13847 members 
Mstep: Class 8 contains 5850 members 
Mstep: Class 9 contains 55457 members 
Mstep: Class 10 contains 26587 members 
Mstep: Class 11 contains 15479 members 
Mstep: Class 12 contains 10058 members 
Mstep: Class 13 contains 189209 members 
Mstep: Class 14 contains 12773 members 
Mstep: Class 15 contains 150604 members 
Mstep: Class 16 contains 14734 members 
Mstep: Class 17 contains 7575 members 
Mstep: Class 18 contains 8222 members 
Mstep: Class 19 contains 8888 members 
Mstep: Class 20 contains 9010 members 
Mstep: Class 21 contains 5814 members 
Mstep: Class 22 contains 325973 members 
Mstep: Class 23 contains 5465 members 
Mstep: Class 24 contains 221 members 
Mstep: Class 25 contains 82743 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 91011 members 
Mstep: Class 28 contains 58414 members 
Mstep: Class 29 contains 5259 members 
Mstep: Class 30 contains 8980 members 
Mstep: Class 31 contains 6266 members 
Mstep: Class 32 contains 10576 members 
Mstep: Class 33 contains 42464 members 
Mstep: Class 34 contains 11158 members 
Mstep: Class 35 contains 3432 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8404 members 
Mstep: Class 38 contains 202311 members 
Mstep: Class 39 contains 233832 members 
Mstep: Class 40 contains 10311 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 530 members 
Mstep: Class 43 contains 717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235485552.000000 Penalty: 154667.750000
Iteration 202Q: 44 clusters Score -2.354856e+08 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169144 members 
Mstep: Class 2 contains 455 members 
Mstep: Class 3 contains 34995 members 
Mstep: Class 4 contains 29166 members 
Mstep: Class 5 contains 82694 members 
Mstep: Class 6 contains 29888 members 
Mstep: Class 7 contains 13845 members 
Mstep: Class 8 contains 5850 members 
Mstep: Class 9 contains 55455 members 
Mstep: Class 10 contains 26574 members 
Mstep: Class 11 contains 15480 members 
Mstep: Class 12 contains 10056 members 
Mstep: Class 13 contains 188719 members 
Mstep: Class 14 contains 12772 members 
Mstep: Class 15 contains 150592 members 
Mstep: Class 16 contains 14736 members 
Mstep: Class 17 contains 7573 members 
Mstep: Class 18 contains 8216 members 
Mstep: Class 19 contains 8891 members 
Mstep: Class 20 contains 9012 members 
Mstep: Class 21 contains 5817 members 
Mstep: Class 22 contains 326025 members 
Mstep: Class 23 contains 5463 members 
Mstep: Class 24 contains 221 members 
Mstep: Class 25 contains 82743 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 91030 members 
Mstep: Class 28 contains 58394 members 
Mstep: Class 29 contains 5258 members 
Mstep: Class 30 contains 8978 members 
Mstep: Class 31 contains 6266 members 
Mstep: Class 32 contains 10577 members 
Mstep: Class 33 contains 42470 members 
Mstep: Class 34 contains 11154 members 
Mstep: Class 35 contains 3433 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8406 members 
Mstep: Class 38 contains 202322 members 
Mstep: Class 39 contains 234237 members 
Mstep: Class 40 contains 10315 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 546 members 
Mstep: Class 43 contains 717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235485792.000000 Penalty: 154667.750000
Iteration 203Q: 44 clusters Score -2.354858e+08 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169154 members 
Mstep: Class 2 contains 447 members 
Mstep: Class 3 contains 35047 members 
Mstep: Class 4 contains 29160 members 
Mstep: Class 5 contains 82700 members 
Mstep: Class 6 contains 29879 members 
Mstep: Class 7 contains 13842 members 
Mstep: Class 8 contains 5848 members 
Mstep: Class 9 contains 55457 members 
Mstep: Class 10 contains 26572 members 
Mstep: Class 11 contains 15479 members 
Mstep: Class 12 contains 10057 members 
Mstep: Class 13 contains 188314 members 
Mstep: Class 14 contains 12770 members 
Mstep: Class 15 contains 150586 members 
Mstep: Class 16 contains 14730 members 
Mstep: Class 17 contains 7569 members 
Mstep: Class 18 contains 8217 members 
Mstep: Class 19 contains 8893 members 
Mstep: Class 20 contains 9013 members 
Mstep: Class 21 contains 5832 members 
Mstep: Class 22 contains 326070 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82741 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 91046 members 
Mstep: Class 28 contains 58380 members 
Mstep: Class 29 contains 5258 members 
Mstep: Class 30 contains 8976 members 
Mstep: Class 31 contains 6268 members 
Mstep: Class 32 contains 10577 members 
Mstep: Class 33 contains 42465 members 
Mstep: Class 34 contains 11152 members 
Mstep: Class 35 contains 3434 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8407 members 
Mstep: Class 38 contains 202343 members 
Mstep: Class 39 contains 234533 members 
Mstep: Class 40 contains 10318 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 555 members 
Mstep: Class 43 contains 717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235484928.000000 Penalty: 154667.750000
Iteration 204Q: 44 clusters Score -2.354849e+08 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169161 members 
Mstep: Class 2 contains 443 members 
Mstep: Class 3 contains 35085 members 
Mstep: Class 4 contains 29154 members 
Mstep: Class 5 contains 82699 members 
Mstep: Class 6 contains 29876 members 
Mstep: Class 7 contains 13841 members 
Mstep: Class 8 contains 5848 members 
Mstep: Class 9 contains 55464 members 
Mstep: Class 10 contains 26569 members 
Mstep: Class 11 contains 15479 members 
Mstep: Class 12 contains 10058 members 
Mstep: Class 13 contains 188093 members 
Mstep: Class 14 contains 12771 members 
Mstep: Class 15 contains 150577 members 
Mstep: Class 16 contains 14728 members 
Mstep: Class 17 contains 7565 members 
Mstep: Class 18 contains 8216 members 
Mstep: Class 19 contains 8895 members 
Mstep: Class 20 contains 9014 members 
Mstep: Class 21 contains 5853 members 
Mstep: Class 22 contains 326094 members 
Mstep: Class 23 contains 5455 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82733 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 91083 members 
Mstep: Class 28 contains 58371 members 
Mstep: Class 29 contains 5254 members 
Mstep: Class 30 contains 8973 members 
Mstep: Class 31 contains 6268 members 
Mstep: Class 32 contains 10579 members 
Mstep: Class 33 contains 42463 members 
Mstep: Class 34 contains 11148 members 
Mstep: Class 35 contains 3434 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8411 members 
Mstep: Class 38 contains 202346 members 
Mstep: Class 39 contains 234667 members 
Mstep: Class 40 contains 10321 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 559 members 
Mstep: Class 43 contains 717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235485072.000000 Penalty: 154667.750000
Iteration 205Q: 44 clusters Score -2.354851e+08 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169156 members 
Mstep: Class 2 contains 442 members 
Mstep: Class 3 contains 35128 members 
Mstep: Class 4 contains 29139 members 
Mstep: Class 5 contains 82695 members 
Mstep: Class 6 contains 29866 members 
Mstep: Class 7 contains 13840 members 
Mstep: Class 8 contains 5847 members 
Mstep: Class 9 contains 55473 members 
Mstep: Class 10 contains 26569 members 
Mstep: Class 11 contains 15480 members 
Mstep: Class 12 contains 10059 members 
Mstep: Class 13 contains 187918 members 
Mstep: Class 14 contains 12771 members 
Mstep: Class 15 contains 150573 members 
Mstep: Class 16 contains 14728 members 
Mstep: Class 17 contains 7563 members 
Mstep: Class 18 contains 8215 members 
Mstep: Class 19 contains 8900 members 
Mstep: Class 20 contains 9015 members 
Mstep: Class 21 contains 5875 members 
Mstep: Class 22 contains 326125 members 
Mstep: Class 23 contains 5451 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82728 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 91134 members 
Mstep: Class 28 contains 58362 members 
Mstep: Class 29 contains 5253 members 
Mstep: Class 30 contains 8970 members 
Mstep: Class 31 contains 6267 members 
Mstep: Class 32 contains 10578 members 
Mstep: Class 33 contains 42461 members 
Mstep: Class 34 contains 11146 members 
Mstep: Class 35 contains 3436 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8413 members 
Mstep: Class 38 contains 202391 members 
Mstep: Class 39 contains 234698 members 
Mstep: Class 40 contains 10324 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 560 members 
Mstep: Class 43 contains 717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235484768.000000 Penalty: 154667.750000
Iteration 206Q: 44 clusters Score -2.354848e+08 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169178 members 
Mstep: Class 2 contains 442 members 
Mstep: Class 3 contains 35135 members 
Mstep: Class 4 contains 29125 members 
Mstep: Class 5 contains 82693 members 
Mstep: Class 6 contains 29851 members 
Mstep: Class 7 contains 13842 members 
Mstep: Class 8 contains 5847 members 
Mstep: Class 9 contains 55475 members 
Mstep: Class 10 contains 26566 members 
Mstep: Class 11 contains 15481 members 
Mstep: Class 12 contains 10064 members 
Mstep: Class 13 contains 187872 members 
Mstep: Class 14 contains 12778 members 
Mstep: Class 15 contains 150568 members 
Mstep: Class 16 contains 14730 members 
Mstep: Class 17 contains 7560 members 
Mstep: Class 18 contains 8215 members 
Mstep: Class 19 contains 8900 members 
Mstep: Class 20 contains 9015 members 
Mstep: Class 21 contains 5895 members 
Mstep: Class 22 contains 326159 members 
Mstep: Class 23 contains 5448 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82726 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 91167 members 
Mstep: Class 28 contains 58337 members 
Mstep: Class 29 contains 5252 members 
Mstep: Class 30 contains 8964 members 
Mstep: Class 31 contains 6266 members 
Mstep: Class 32 contains 10579 members 
Mstep: Class 33 contains 42479 members 
Mstep: Class 34 contains 11148 members 
Mstep: Class 35 contains 3439 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8413 members 
Mstep: Class 38 contains 202431 members 
Mstep: Class 39 contains 234623 members 
Mstep: Class 40 contains 10326 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 560 members 
Mstep: Class 43 contains 717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235484624.000000 Penalty: 154667.750000
Iteration 207Q: 44 clusters Score -2.354846e+08 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169189 members 
Mstep: Class 2 contains 442 members 
Mstep: Class 3 contains 35141 members 
Mstep: Class 4 contains 29124 members 
Mstep: Class 5 contains 82695 members 
Mstep: Class 6 contains 29850 members 
Mstep: Class 7 contains 13841 members 
Mstep: Class 8 contains 5848 members 
Mstep: Class 9 contains 55481 members 
Mstep: Class 10 contains 26563 members 
Mstep: Class 11 contains 15480 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 187978 members 
Mstep: Class 14 contains 12784 members 
Mstep: Class 15 contains 150564 members 
Mstep: Class 16 contains 14732 members 
Mstep: Class 17 contains 7558 members 
Mstep: Class 18 contains 8217 members 
Mstep: Class 19 contains 8897 members 
Mstep: Class 20 contains 9015 members 
Mstep: Class 21 contains 5910 members 
Mstep: Class 22 contains 326175 members 
Mstep: Class 23 contains 5441 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82724 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 91180 members 
Mstep: Class 28 contains 58302 members 
Mstep: Class 29 contains 5254 members 
Mstep: Class 30 contains 8964 members 
Mstep: Class 31 contains 6267 members 
Mstep: Class 32 contains 10586 members 
Mstep: Class 33 contains 42507 members 
Mstep: Class 34 contains 11148 members 
Mstep: Class 35 contains 3440 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8413 members 
Mstep: Class 38 contains 202437 members 
Mstep: Class 39 contains 234451 members 
Mstep: Class 40 contains 10326 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 560 members 
Mstep: Class 43 contains 717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235484240.000000 Penalty: 154667.750000
Iteration 208Q: 44 clusters Score -2.354842e+08 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169231 members 
Mstep: Class 2 contains 442 members 
Mstep: Class 3 contains 35139 members 
Mstep: Class 4 contains 29121 members 
Mstep: Class 5 contains 82698 members 
Mstep: Class 6 contains 29842 members 
Mstep: Class 7 contains 13841 members 
Mstep: Class 8 contains 5848 members 
Mstep: Class 9 contains 55488 members 
Mstep: Class 10 contains 26552 members 
Mstep: Class 11 contains 15483 members 
Mstep: Class 12 contains 10071 members 
Mstep: Class 13 contains 188189 members 
Mstep: Class 14 contains 12784 members 
Mstep: Class 15 contains 150562 members 
Mstep: Class 16 contains 14737 members 
Mstep: Class 17 contains 7558 members 
Mstep: Class 18 contains 8218 members 
Mstep: Class 19 contains 8897 members 
Mstep: Class 20 contains 9015 members 
Mstep: Class 21 contains 5918 members 
Mstep: Class 22 contains 326164 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82721 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 91214 members 
Mstep: Class 28 contains 58272 members 
Mstep: Class 29 contains 5257 members 
Mstep: Class 30 contains 8963 members 
Mstep: Class 31 contains 6267 members 
Mstep: Class 32 contains 10593 members 
Mstep: Class 33 contains 42514 members 
Mstep: Class 34 contains 11144 members 
Mstep: Class 35 contains 3442 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8414 members 
Mstep: Class 38 contains 202478 members 
Mstep: Class 39 contains 234150 members 
Mstep: Class 40 contains 10326 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 560 members 
Mstep: Class 43 contains 717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235483728.000000 Penalty: 154667.750000
Iteration 209Q: 44 clusters Score -2.354837e+08 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169301 members 
Mstep: Class 2 contains 442 members 
Mstep: Class 3 contains 35094 members 
Mstep: Class 4 contains 29120 members 
Mstep: Class 5 contains 82698 members 
Mstep: Class 6 contains 29840 members 
Mstep: Class 7 contains 13841 members 
Mstep: Class 8 contains 5847 members 
Mstep: Class 9 contains 55491 members 
Mstep: Class 10 contains 26551 members 
Mstep: Class 11 contains 15487 members 
Mstep: Class 12 contains 10078 members 
Mstep: Class 13 contains 188539 members 
Mstep: Class 14 contains 12785 members 
Mstep: Class 15 contains 150557 members 
Mstep: Class 16 contains 14740 members 
Mstep: Class 17 contains 7557 members 
Mstep: Class 18 contains 8218 members 
Mstep: Class 19 contains 8894 members 
Mstep: Class 20 contains 9015 members 
Mstep: Class 21 contains 5921 members 
Mstep: Class 22 contains 326149 members 
Mstep: Class 23 contains 5435 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82720 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 91225 members 
Mstep: Class 28 contains 58256 members 
Mstep: Class 29 contains 5262 members 
Mstep: Class 30 contains 8960 members 
Mstep: Class 31 contains 6270 members 
Mstep: Class 32 contains 10596 members 
Mstep: Class 33 contains 42520 members 
Mstep: Class 34 contains 11140 members 
Mstep: Class 35 contains 3443 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8414 members 
Mstep: Class 38 contains 202522 members 
Mstep: Class 39 contains 233732 members 
Mstep: Class 40 contains 10329 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 560 members 
Mstep: Class 43 contains 717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235483744.000000 Penalty: 154667.750000
Iteration 210Q: 44 clusters Score -2.354837e+08 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169380 members 
Mstep: Class 2 contains 442 members 
Mstep: Class 3 contains 35042 members 
Mstep: Class 4 contains 29112 members 
Mstep: Class 5 contains 82694 members 
Mstep: Class 6 contains 29842 members 
Mstep: Class 7 contains 13839 members 
Mstep: Class 8 contains 5845 members 
Mstep: Class 9 contains 55501 members 
Mstep: Class 10 contains 26549 members 
Mstep: Class 11 contains 15486 members 
Mstep: Class 12 contains 10085 members 
Mstep: Class 13 contains 188994 members 
Mstep: Class 14 contains 12784 members 
Mstep: Class 15 contains 150550 members 
Mstep: Class 16 contains 14744 members 
Mstep: Class 17 contains 7555 members 
Mstep: Class 18 contains 8218 members 
Mstep: Class 19 contains 8891 members 
Mstep: Class 20 contains 9015 members 
Mstep: Class 21 contains 5928 members 
Mstep: Class 22 contains 326126 members 
Mstep: Class 23 contains 5433 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82725 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 91234 members 
Mstep: Class 28 contains 58239 members 
Mstep: Class 29 contains 5262 members 
Mstep: Class 30 contains 8958 members 
Mstep: Class 31 contains 6270 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 42528 members 
Mstep: Class 34 contains 11135 members 
Mstep: Class 35 contains 3445 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8415 members 
Mstep: Class 38 contains 202566 members 
Mstep: Class 39 contains 233224 members 
Mstep: Class 40 contains 10332 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 560 members 
Mstep: Class 43 contains 717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235483472.000000 Penalty: 154667.750000
Iteration 211Q: 44 clusters Score -2.354835e+08 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169441 members 
Mstep: Class 2 contains 442 members 
Mstep: Class 3 contains 34980 members 
Mstep: Class 4 contains 29103 members 
Mstep: Class 5 contains 82692 members 
Mstep: Class 6 contains 29838 members 
Mstep: Class 7 contains 13838 members 
Mstep: Class 8 contains 5844 members 
Mstep: Class 9 contains 55507 members 
Mstep: Class 10 contains 26543 members 
Mstep: Class 11 contains 15488 members 
Mstep: Class 12 contains 10092 members 
Mstep: Class 13 contains 189602 members 
Mstep: Class 14 contains 12789 members 
Mstep: Class 15 contains 150546 members 
Mstep: Class 16 contains 14746 members 
Mstep: Class 17 contains 7551 members 
Mstep: Class 18 contains 8213 members 
Mstep: Class 19 contains 8892 members 
Mstep: Class 20 contains 9017 members 
Mstep: Class 21 contains 5938 members 
Mstep: Class 22 contains 326121 members 
Mstep: Class 23 contains 5434 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82723 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 91248 members 
Mstep: Class 28 contains 58208 members 
Mstep: Class 29 contains 5261 members 
Mstep: Class 30 contains 8956 members 
Mstep: Class 31 contains 6272 members 
Mstep: Class 32 contains 10602 members 
Mstep: Class 33 contains 42529 members 
Mstep: Class 34 contains 11131 members 
Mstep: Class 35 contains 3446 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8414 members 
Mstep: Class 38 contains 202636 members 
Mstep: Class 39 contains 232572 members 
Mstep: Class 40 contains 10334 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 560 members 
Mstep: Class 43 contains 717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235483776.000000 Penalty: 154667.750000
Iteration 212Q: 44 clusters Score -2.354838e+08 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169494 members 
Mstep: Class 2 contains 442 members 
Mstep: Class 3 contains 34917 members 
Mstep: Class 4 contains 29089 members 
Mstep: Class 5 contains 82691 members 
Mstep: Class 6 contains 29829 members 
Mstep: Class 7 contains 13836 members 
Mstep: Class 8 contains 5841 members 
Mstep: Class 9 contains 55510 members 
Mstep: Class 10 contains 26545 members 
Mstep: Class 11 contains 15487 members 
Mstep: Class 12 contains 10091 members 
Mstep: Class 13 contains 190296 members 
Mstep: Class 14 contains 12790 members 
Mstep: Class 15 contains 150540 members 
Mstep: Class 16 contains 14745 members 
Mstep: Class 17 contains 7543 members 
Mstep: Class 18 contains 8215 members 
Mstep: Class 19 contains 8895 members 
Mstep: Class 20 contains 9019 members 
Mstep: Class 21 contains 5955 members 
Mstep: Class 22 contains 326099 members 
Mstep: Class 23 contains 5433 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82721 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 91266 members 
Mstep: Class 28 contains 58191 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 8952 members 
Mstep: Class 31 contains 6274 members 
Mstep: Class 32 contains 10608 members 
Mstep: Class 33 contains 42538 members 
Mstep: Class 34 contains 11124 members 
Mstep: Class 35 contains 3451 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8416 members 
Mstep: Class 38 contains 202693 members 
Mstep: Class 39 contains 231854 members 
Mstep: Class 40 contains 10334 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 560 members 
Mstep: Class 43 contains 717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235483344.000000 Penalty: 154667.750000
Iteration 213Q: 44 clusters Score -2.354833e+08 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169552 members 
Mstep: Class 2 contains 442 members 
Mstep: Class 3 contains 34840 members 
Mstep: Class 4 contains 29083 members 
Mstep: Class 5 contains 82695 members 
Mstep: Class 6 contains 29813 members 
Mstep: Class 7 contains 13834 members 
Mstep: Class 8 contains 5839 members 
Mstep: Class 9 contains 55517 members 
Mstep: Class 10 contains 26550 members 
Mstep: Class 11 contains 15489 members 
Mstep: Class 12 contains 10091 members 
Mstep: Class 13 contains 191090 members 
Mstep: Class 14 contains 12793 members 
Mstep: Class 15 contains 150537 members 
Mstep: Class 16 contains 14747 members 
Mstep: Class 17 contains 7540 members 
Mstep: Class 18 contains 8214 members 
Mstep: Class 19 contains 8898 members 
Mstep: Class 20 contains 9022 members 
Mstep: Class 21 contains 5970 members 
Mstep: Class 22 contains 326054 members 
Mstep: Class 23 contains 5430 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82717 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 91279 members 
Mstep: Class 28 contains 58169 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 8946 members 
Mstep: Class 31 contains 6273 members 
Mstep: Class 32 contains 10614 members 
Mstep: Class 33 contains 42550 members 
Mstep: Class 34 contains 11117 members 
Mstep: Class 35 contains 3453 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8421 members 
Mstep: Class 38 contains 202778 members 
Mstep: Class 39 contains 231034 members 
Mstep: Class 40 contains 10334 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 560 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235483056.000000 Penalty: 154667.750000
Iteration 214Q: 44 clusters Score -2.354831e+08 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169622 members 
Mstep: Class 2 contains 442 members 
Mstep: Class 3 contains 34743 members 
Mstep: Class 4 contains 29074 members 
Mstep: Class 5 contains 82690 members 
Mstep: Class 6 contains 29800 members 
Mstep: Class 7 contains 13835 members 
Mstep: Class 8 contains 5839 members 
Mstep: Class 9 contains 55518 members 
Mstep: Class 10 contains 26556 members 
Mstep: Class 11 contains 15492 members 
Mstep: Class 12 contains 10093 members 
Mstep: Class 13 contains 191903 members 
Mstep: Class 14 contains 12795 members 
Mstep: Class 15 contains 150532 members 
Mstep: Class 16 contains 14747 members 
Mstep: Class 17 contains 7538 members 
Mstep: Class 18 contains 8216 members 
Mstep: Class 19 contains 8899 members 
Mstep: Class 20 contains 9023 members 
Mstep: Class 21 contains 5982 members 
Mstep: Class 22 contains 326035 members 
Mstep: Class 23 contains 5429 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82720 members 
Mstep: Class 26 contains 827 members 
Mstep: Class 27 contains 91288 members 
Mstep: Class 28 contains 58151 members 
Mstep: Class 29 contains 5266 members 
Mstep: Class 30 contains 8943 members 
Mstep: Class 31 contains 6273 members 
Mstep: Class 32 contains 10616 members 
Mstep: Class 33 contains 42557 members 
Mstep: Class 34 contains 11112 members 
Mstep: Class 35 contains 3453 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8423 members 
Mstep: Class 38 contains 202871 members 
Mstep: Class 39 contains 230181 members 
Mstep: Class 40 contains 10334 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 560 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235483152.000000 Penalty: 154667.750000
Iteration 215Q: 44 clusters Score -2.354832e+08 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169691 members 
Mstep: Class 2 contains 442 members 
Mstep: Class 3 contains 34636 members 
Mstep: Class 4 contains 29063 members 
Mstep: Class 5 contains 82692 members 
Mstep: Class 6 contains 29793 members 
Mstep: Class 7 contains 13835 members 
Mstep: Class 8 contains 5838 members 
Mstep: Class 9 contains 55518 members 
Mstep: Class 10 contains 26554 members 
Mstep: Class 11 contains 15492 members 
Mstep: Class 12 contains 10094 members 
Mstep: Class 13 contains 192712 members 
Mstep: Class 14 contains 12798 members 
Mstep: Class 15 contains 150524 members 
Mstep: Class 16 contains 14749 members 
Mstep: Class 17 contains 7533 members 
Mstep: Class 18 contains 8213 members 
Mstep: Class 19 contains 8902 members 
Mstep: Class 20 contains 9023 members 
Mstep: Class 21 contains 5986 members 
Mstep: Class 22 contains 326009 members 
Mstep: Class 23 contains 5428 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82721 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 91306 members 
Mstep: Class 28 contains 58142 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 8940 members 
Mstep: Class 31 contains 6272 members 
Mstep: Class 32 contains 10614 members 
Mstep: Class 33 contains 42552 members 
Mstep: Class 34 contains 11108 members 
Mstep: Class 35 contains 3453 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8426 members 
Mstep: Class 38 contains 202987 members 
Mstep: Class 39 contains 229346 members 
Mstep: Class 40 contains 10335 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 560 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235483520.000000 Penalty: 154667.750000
Iteration 216Q: 44 clusters Score -2.354835e+08 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169771 members 
Mstep: Class 2 contains 442 members 
Mstep: Class 3 contains 34531 members 
Mstep: Class 4 contains 29046 members 
Mstep: Class 5 contains 82692 members 
Mstep: Class 6 contains 29784 members 
Mstep: Class 7 contains 13837 members 
Mstep: Class 8 contains 5839 members 
Mstep: Class 9 contains 55522 members 
Mstep: Class 10 contains 26562 members 
Mstep: Class 11 contains 15494 members 
Mstep: Class 12 contains 10095 members 
Mstep: Class 13 contains 193557 members 
Mstep: Class 14 contains 12797 members 
Mstep: Class 15 contains 150522 members 
Mstep: Class 16 contains 14747 members 
Mstep: Class 17 contains 7531 members 
Mstep: Class 18 contains 8212 members 
Mstep: Class 19 contains 8899 members 
Mstep: Class 20 contains 9023 members 
Mstep: Class 21 contains 5989 members 
Mstep: Class 22 contains 325994 members 
Mstep: Class 23 contains 5426 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82723 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 91293 members 
Mstep: Class 28 contains 58120 members 
Mstep: Class 29 contains 5267 members 
Mstep: Class 30 contains 8939 members 
Mstep: Class 31 contains 6271 members 
Mstep: Class 32 contains 10612 members 
Mstep: Class 33 contains 42556 members 
Mstep: Class 34 contains 11105 members 
Mstep: Class 35 contains 3451 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8427 members 
Mstep: Class 38 contains 203117 members 
Mstep: Class 39 contains 228463 members 
Mstep: Class 40 contains 10336 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 560 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235484016.000000 Penalty: 154667.750000
Iteration 217Q: 44 clusters Score -2.35484e+08 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169858 members 
Mstep: Class 2 contains 442 members 
Mstep: Class 3 contains 34399 members 
Mstep: Class 4 contains 29032 members 
Mstep: Class 5 contains 82693 members 
Mstep: Class 6 contains 29775 members 
Mstep: Class 7 contains 13836 members 
Mstep: Class 8 contains 5841 members 
Mstep: Class 9 contains 55516 members 
Mstep: Class 10 contains 26572 members 
Mstep: Class 11 contains 15492 members 
Mstep: Class 12 contains 10098 members 
Mstep: Class 13 contains 194467 members 
Mstep: Class 14 contains 12801 members 
Mstep: Class 15 contains 150519 members 
Mstep: Class 16 contains 14743 members 
Mstep: Class 17 contains 7527 members 
Mstep: Class 18 contains 8207 members 
Mstep: Class 19 contains 8899 members 
Mstep: Class 20 contains 9023 members 
Mstep: Class 21 contains 5997 members 
Mstep: Class 22 contains 325951 members 
Mstep: Class 23 contains 5427 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82728 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 91323 members 
Mstep: Class 28 contains 58103 members 
Mstep: Class 29 contains 5268 members 
Mstep: Class 30 contains 8938 members 
Mstep: Class 31 contains 6269 members 
Mstep: Class 32 contains 10612 members 
Mstep: Class 33 contains 42555 members 
Mstep: Class 34 contains 11107 members 
Mstep: Class 35 contains 3449 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8426 members 
Mstep: Class 38 contains 203230 members 
Mstep: Class 39 contains 227531 members 
Mstep: Class 40 contains 10338 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 560 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235483920.000000 Penalty: 154667.750000
Iteration 218Q: 44 clusters Score -2.354839e+08 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169926 members 
Mstep: Class 2 contains 442 members 
Mstep: Class 3 contains 34280 members 
Mstep: Class 4 contains 29026 members 
Mstep: Class 5 contains 82700 members 
Mstep: Class 6 contains 29772 members 
Mstep: Class 7 contains 13833 members 
Mstep: Class 8 contains 5841 members 
Mstep: Class 9 contains 55512 members 
Mstep: Class 10 contains 26574 members 
Mstep: Class 11 contains 15490 members 
Mstep: Class 12 contains 10102 members 
Mstep: Class 13 contains 195479 members 
Mstep: Class 14 contains 12803 members 
Mstep: Class 15 contains 150516 members 
Mstep: Class 16 contains 14744 members 
Mstep: Class 17 contains 7521 members 
Mstep: Class 18 contains 8205 members 
Mstep: Class 19 contains 8899 members 
Mstep: Class 20 contains 9023 members 
Mstep: Class 21 contains 6005 members 
Mstep: Class 22 contains 325911 members 
Mstep: Class 23 contains 5427 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82735 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 91380 members 
Mstep: Class 28 contains 58059 members 
Mstep: Class 29 contains 5271 members 
Mstep: Class 30 contains 8935 members 
Mstep: Class 31 contains 6268 members 
Mstep: Class 32 contains 10611 members 
Mstep: Class 33 contains 42566 members 
Mstep: Class 34 contains 11103 members 
Mstep: Class 35 contains 3453 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8429 members 
Mstep: Class 38 contains 203323 members 
Mstep: Class 39 contains 226486 members 
Mstep: Class 40 contains 10342 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 560 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235484192.000000 Penalty: 154667.750000
Iteration 219Q: 44 clusters Score -2.354842e+08 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 170016 members 
Mstep: Class 2 contains 442 members 
Mstep: Class 3 contains 34154 members 
Mstep: Class 4 contains 29021 members 
Mstep: Class 5 contains 82705 members 
Mstep: Class 6 contains 29768 members 
Mstep: Class 7 contains 13833 members 
Mstep: Class 8 contains 5841 members 
Mstep: Class 9 contains 55515 members 
Mstep: Class 10 contains 26577 members 
Mstep: Class 11 contains 15493 members 
Mstep: Class 12 contains 10108 members 
Mstep: Class 13 contains 196480 members 
Mstep: Class 14 contains 12806 members 
Mstep: Class 15 contains 150509 members 
Mstep: Class 16 contains 14738 members 
Mstep: Class 17 contains 7517 members 
Mstep: Class 18 contains 8201 members 
Mstep: Class 19 contains 8900 members 
Mstep: Class 20 contains 9024 members 
Mstep: Class 21 contains 6014 members 
Mstep: Class 22 contains 325876 members 
Mstep: Class 23 contains 5426 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82740 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 91410 members 
Mstep: Class 28 contains 58020 members 
Mstep: Class 29 contains 5272 members 
Mstep: Class 30 contains 8934 members 
Mstep: Class 31 contains 6267 members 
Mstep: Class 32 contains 10609 members 
Mstep: Class 33 contains 42569 members 
Mstep: Class 34 contains 11101 members 
Mstep: Class 35 contains 3453 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8432 members 
Mstep: Class 38 contains 203445 members 
Mstep: Class 39 contains 225430 members 
Mstep: Class 40 contains 10346 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 560 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235484448.000000 Penalty: 154667.750000
Iteration 220F: 44 clusters Score -2.354844e+08 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 170125 members 
Mstep: Class 2 contains 431 members 
Mstep: Class 3 contains 34036 members 
Mstep: Class 4 contains 29015 members 
Mstep: Class 5 contains 82710 members 
Mstep: Class 6 contains 29752 members 
Mstep: Class 7 contains 13833 members 
Mstep: Class 8 contains 5843 members 
Mstep: Class 9 contains 55518 members 
Mstep: Class 10 contains 26587 members 
Mstep: Class 11 contains 15491 members 
Mstep: Class 12 contains 10115 members 
Mstep: Class 13 contains 197501 members 
Mstep: Class 14 contains 12803 members 
Mstep: Class 15 contains 150500 members 
Mstep: Class 16 contains 14731 members 
Mstep: Class 17 contains 7516 members 
Mstep: Class 18 contains 8201 members 
Mstep: Class 19 contains 8903 members 
Mstep: Class 20 contains 9024 members 
Mstep: Class 21 contains 6021 members 
Mstep: Class 22 contains 325864 members 
Mstep: Class 23 contains 5425 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82750 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 91459 members 
Mstep: Class 28 contains 57980 members 
Mstep: Class 29 contains 5273 members 
Mstep: Class 30 contains 8933 members 
Mstep: Class 31 contains 6266 members 
Mstep: Class 32 contains 10610 members 
Mstep: Class 33 contains 42566 members 
Mstep: Class 34 contains 11098 members 
Mstep: Class 35 contains 3454 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8433 members 
Mstep: Class 38 contains 203535 members 
Mstep: Class 39 contains 224327 members 
Mstep: Class 40 contains 10352 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 571 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235484624.000000 Penalty: 154667.750000
Iteration 221Q: 44 clusters Score -2.354846e+08 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 170224 members 
Mstep: Class 2 contains 425 members 
Mstep: Class 3 contains 33935 members 
Mstep: Class 4 contains 29007 members 
Mstep: Class 5 contains 82705 members 
Mstep: Class 6 contains 29740 members 
Mstep: Class 7 contains 13836 members 
Mstep: Class 8 contains 5844 members 
Mstep: Class 9 contains 55525 members 
Mstep: Class 10 contains 26593 members 
Mstep: Class 11 contains 15491 members 
Mstep: Class 12 contains 10119 members 
Mstep: Class 13 contains 198495 members 
Mstep: Class 14 contains 12806 members 
Mstep: Class 15 contains 150490 members 
Mstep: Class 16 contains 14732 members 
Mstep: Class 17 contains 7515 members 
Mstep: Class 18 contains 8198 members 
Mstep: Class 19 contains 8905 members 
Mstep: Class 20 contains 9025 members 
Mstep: Class 21 contains 6032 members 
Mstep: Class 22 contains 325842 members 
Mstep: Class 23 contains 5422 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82752 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 91508 members 
Mstep: Class 28 contains 57924 members 
Mstep: Class 29 contains 5276 members 
Mstep: Class 30 contains 8930 members 
Mstep: Class 31 contains 6265 members 
Mstep: Class 32 contains 10605 members 
Mstep: Class 33 contains 42570 members 
Mstep: Class 34 contains 11101 members 
Mstep: Class 35 contains 3454 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8435 members 
Mstep: Class 38 contains 203653 members 
Mstep: Class 39 contains 223241 members 
Mstep: Class 40 contains 10355 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 577 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235484560.000000 Penalty: 154667.750000
Iteration 222Q: 44 clusters Score -2.354846e+08 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 170308 members 
Mstep: Class 2 contains 422 members 
Mstep: Class 3 contains 33844 members 
Mstep: Class 4 contains 28991 members 
Mstep: Class 5 contains 82705 members 
Mstep: Class 6 contains 29727 members 
Mstep: Class 7 contains 13833 members 
Mstep: Class 8 contains 5844 members 
Mstep: Class 9 contains 55535 members 
Mstep: Class 10 contains 26592 members 
Mstep: Class 11 contains 15492 members 
Mstep: Class 12 contains 10121 members 
Mstep: Class 13 contains 199463 members 
Mstep: Class 14 contains 12799 members 
Mstep: Class 15 contains 150487 members 
Mstep: Class 16 contains 14731 members 
Mstep: Class 17 contains 7513 members 
Mstep: Class 18 contains 8197 members 
Mstep: Class 19 contains 8906 members 
Mstep: Class 20 contains 9025 members 
Mstep: Class 21 contains 6047 members 
Mstep: Class 22 contains 325827 members 
Mstep: Class 23 contains 5420 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82755 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 91593 members 
Mstep: Class 28 contains 57882 members 
Mstep: Class 29 contains 5277 members 
Mstep: Class 30 contains 8929 members 
Mstep: Class 31 contains 6267 members 
Mstep: Class 32 contains 10610 members 
Mstep: Class 33 contains 42573 members 
Mstep: Class 34 contains 11105 members 
Mstep: Class 35 contains 3456 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8437 members 
Mstep: Class 38 contains 203779 members 
Mstep: Class 39 contains 222123 members 
Mstep: Class 40 contains 10357 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 580 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235484464.000000 Penalty: 154667.750000
Iteration 223Q: 44 clusters Score -2.354845e+08 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 170387 members 
Mstep: Class 2 contains 422 members 
Mstep: Class 3 contains 33754 members 
Mstep: Class 4 contains 28978 members 
Mstep: Class 5 contains 82712 members 
Mstep: Class 6 contains 29716 members 
Mstep: Class 7 contains 13832 members 
Mstep: Class 8 contains 5844 members 
Mstep: Class 9 contains 55536 members 
Mstep: Class 10 contains 26598 members 
Mstep: Class 11 contains 15493 members 
Mstep: Class 12 contains 10113 members 
Mstep: Class 13 contains 200438 members 
Mstep: Class 14 contains 12804 members 
Mstep: Class 15 contains 150488 members 
Mstep: Class 16 contains 14736 members 
Mstep: Class 17 contains 7511 members 
Mstep: Class 18 contains 8192 members 
Mstep: Class 19 contains 8911 members 
Mstep: Class 20 contains 9025 members 
Mstep: Class 21 contains 6061 members 
Mstep: Class 22 contains 325805 members 
Mstep: Class 23 contains 5414 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82759 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 91640 members 
Mstep: Class 28 contains 57867 members 
Mstep: Class 29 contains 5277 members 
Mstep: Class 30 contains 8925 members 
Mstep: Class 31 contains 6270 members 
Mstep: Class 32 contains 10608 members 
Mstep: Class 33 contains 42576 members 
Mstep: Class 34 contains 11101 members 
Mstep: Class 35 contains 3457 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8440 members 
Mstep: Class 38 contains 203875 members 
Mstep: Class 39 contains 221050 members 
Mstep: Class 40 contains 10357 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 580 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235484944.000000 Penalty: 154667.750000
Iteration 224Q: 44 clusters Score -2.354849e+08 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 170482 members 
Mstep: Class 2 contains 422 members 
Mstep: Class 3 contains 33678 members 
Mstep: Class 4 contains 28964 members 
Mstep: Class 5 contains 82715 members 
Mstep: Class 6 contains 29707 members 
Mstep: Class 7 contains 13831 members 
Mstep: Class 8 contains 5844 members 
Mstep: Class 9 contains 55545 members 
Mstep: Class 10 contains 26606 members 
Mstep: Class 11 contains 15494 members 
Mstep: Class 12 contains 10111 members 
Mstep: Class 13 contains 201398 members 
Mstep: Class 14 contains 12811 members 
Mstep: Class 15 contains 150479 members 
Mstep: Class 16 contains 14733 members 
Mstep: Class 17 contains 7510 members 
Mstep: Class 18 contains 8195 members 
Mstep: Class 19 contains 8912 members 
Mstep: Class 20 contains 9025 members 
Mstep: Class 21 contains 6066 members 
Mstep: Class 22 contains 325817 members 
Mstep: Class 23 contains 5407 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82760 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 91674 members 
Mstep: Class 28 contains 57835 members 
Mstep: Class 29 contains 5277 members 
Mstep: Class 30 contains 8923 members 
Mstep: Class 31 contains 6268 members 
Mstep: Class 32 contains 10610 members 
Mstep: Class 33 contains 42586 members 
Mstep: Class 34 contains 11101 members 
Mstep: Class 35 contains 3462 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8443 members 
Mstep: Class 38 contains 203981 members 
Mstep: Class 39 contains 219939 members 
Mstep: Class 40 contains 10361 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 580 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235484976.000000 Penalty: 154667.750000
Iteration 225Q: 44 clusters Score -2.35485e+08 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 170561 members 
Mstep: Class 2 contains 422 members 
Mstep: Class 3 contains 33620 members 
Mstep: Class 4 contains 28951 members 
Mstep: Class 5 contains 82715 members 
Mstep: Class 6 contains 29701 members 
Mstep: Class 7 contains 13827 members 
Mstep: Class 8 contains 5843 members 
Mstep: Class 9 contains 55542 members 
Mstep: Class 10 contains 26615 members 
Mstep: Class 11 contains 15496 members 
Mstep: Class 12 contains 10114 members 
Mstep: Class 13 contains 202367 members 
Mstep: Class 14 contains 12808 members 
Mstep: Class 15 contains 150474 members 
Mstep: Class 16 contains 14734 members 
Mstep: Class 17 contains 7508 members 
Mstep: Class 18 contains 8194 members 
Mstep: Class 19 contains 8910 members 
Mstep: Class 20 contains 9024 members 
Mstep: Class 21 contains 6075 members 
Mstep: Class 22 contains 325804 members 
Mstep: Class 23 contains 5409 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82765 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 91721 members 
Mstep: Class 28 contains 57808 members 
Mstep: Class 29 contains 5277 members 
Mstep: Class 30 contains 8920 members 
Mstep: Class 31 contains 6268 members 
Mstep: Class 32 contains 10610 members 
Mstep: Class 33 contains 42591 members 
Mstep: Class 34 contains 11106 members 
Mstep: Class 35 contains 3466 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8443 members 
Mstep: Class 38 contains 204060 members 
Mstep: Class 39 contains 218859 members 
Mstep: Class 40 contains 10364 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 580 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235485072.000000 Penalty: 154667.750000
Iteration 226Q: 44 clusters Score -2.354851e+08 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 170654 members 
Mstep: Class 2 contains 422 members 
Mstep: Class 3 contains 33567 members 
Mstep: Class 4 contains 28938 members 
Mstep: Class 5 contains 82720 members 
Mstep: Class 6 contains 29698 members 
Mstep: Class 7 contains 13823 members 
Mstep: Class 8 contains 5842 members 
Mstep: Class 9 contains 55533 members 
Mstep: Class 10 contains 26624 members 
Mstep: Class 11 contains 15498 members 
Mstep: Class 12 contains 10119 members 
Mstep: Class 13 contains 203232 members 
Mstep: Class 14 contains 12810 members 
Mstep: Class 15 contains 150470 members 
Mstep: Class 16 contains 14729 members 
Mstep: Class 17 contains 7507 members 
Mstep: Class 18 contains 8193 members 
Mstep: Class 19 contains 8907 members 
Mstep: Class 20 contains 9024 members 
Mstep: Class 21 contains 6086 members 
Mstep: Class 22 contains 325810 members 
Mstep: Class 23 contains 5410 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82769 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 91756 members 
Mstep: Class 28 contains 57786 members 
Mstep: Class 29 contains 5277 members 
Mstep: Class 30 contains 8918 members 
Mstep: Class 31 contains 6268 members 
Mstep: Class 32 contains 10612 members 
Mstep: Class 33 contains 42600 members 
Mstep: Class 34 contains 11104 members 
Mstep: Class 35 contains 3468 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8449 members 
Mstep: Class 38 contains 204145 members 
Mstep: Class 39 contains 217838 members 
Mstep: Class 40 contains 10366 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 580 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235485440.000000 Penalty: 154667.750000
Iteration 227Q: 44 clusters Score -2.354854e+08 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 170730 members 
Mstep: Class 2 contains 422 members 
Mstep: Class 3 contains 33505 members 
Mstep: Class 4 contains 28926 members 
Mstep: Class 5 contains 82716 members 
Mstep: Class 6 contains 29693 members 
Mstep: Class 7 contains 13820 members 
Mstep: Class 8 contains 5842 members 
Mstep: Class 9 contains 55529 members 
Mstep: Class 10 contains 26633 members 
Mstep: Class 11 contains 15501 members 
Mstep: Class 12 contains 10119 members 
Mstep: Class 13 contains 204099 members 
Mstep: Class 14 contains 12812 members 
Mstep: Class 15 contains 150472 members 
Mstep: Class 16 contains 14727 members 
Mstep: Class 17 contains 7507 members 
Mstep: Class 18 contains 8200 members 
Mstep: Class 19 contains 8909 members 
Mstep: Class 20 contains 9025 members 
Mstep: Class 21 contains 6097 members 
Mstep: Class 22 contains 325798 members 
Mstep: Class 23 contains 5406 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82765 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 91797 members 
Mstep: Class 28 contains 57757 members 
Mstep: Class 29 contains 5279 members 
Mstep: Class 30 contains 8915 members 
Mstep: Class 31 contains 6267 members 
Mstep: Class 32 contains 10611 members 
Mstep: Class 33 contains 42603 members 
Mstep: Class 34 contains 11104 members 
Mstep: Class 35 contains 3469 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8448 members 
Mstep: Class 38 contains 204232 members 
Mstep: Class 39 contains 216870 members 
Mstep: Class 40 contains 10367 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 580 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235485504.000000 Penalty: 154667.750000
Iteration 228Q: 44 clusters Score -2.354855e+08 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 170784 members 
Mstep: Class 2 contains 422 members 
Mstep: Class 3 contains 33449 members 
Mstep: Class 4 contains 28908 members 
Mstep: Class 5 contains 82714 members 
Mstep: Class 6 contains 29686 members 
Mstep: Class 7 contains 13817 members 
Mstep: Class 8 contains 5841 members 
Mstep: Class 9 contains 55522 members 
Mstep: Class 10 contains 26642 members 
Mstep: Class 11 contains 15500 members 
Mstep: Class 12 contains 10121 members 
Mstep: Class 13 contains 204954 members 
Mstep: Class 14 contains 12821 members 
Mstep: Class 15 contains 150473 members 
Mstep: Class 16 contains 14726 members 
Mstep: Class 17 contains 7507 members 
Mstep: Class 18 contains 8205 members 
Mstep: Class 19 contains 8911 members 
Mstep: Class 20 contains 9025 members 
Mstep: Class 21 contains 6112 members 
Mstep: Class 22 contains 325780 members 
Mstep: Class 23 contains 5402 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82767 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 91813 members 
Mstep: Class 28 contains 57729 members 
Mstep: Class 29 contains 5280 members 
Mstep: Class 30 contains 8914 members 
Mstep: Class 31 contains 6270 members 
Mstep: Class 32 contains 10610 members 
Mstep: Class 33 contains 42603 members 
Mstep: Class 34 contains 11103 members 
Mstep: Class 35 contains 3472 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8449 members 
Mstep: Class 38 contains 204308 members 
Mstep: Class 39 contains 215966 members 
Mstep: Class 40 contains 10366 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 580 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235485568.000000 Penalty: 154667.750000
Iteration 229Q: 44 clusters Score -2.354856e+08 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 170835 members 
Mstep: Class 2 contains 422 members 
Mstep: Class 3 contains 33395 members 
Mstep: Class 4 contains 28884 members 
Mstep: Class 5 contains 82716 members 
Mstep: Class 6 contains 29685 members 
Mstep: Class 7 contains 13813 members 
Mstep: Class 8 contains 5840 members 
Mstep: Class 9 contains 55523 members 
Mstep: Class 10 contains 26653 members 
Mstep: Class 11 contains 15503 members 
Mstep: Class 12 contains 10125 members 
Mstep: Class 13 contains 205796 members 
Mstep: Class 14 contains 12823 members 
Mstep: Class 15 contains 150471 members 
Mstep: Class 16 contains 14728 members 
Mstep: Class 17 contains 7508 members 
Mstep: Class 18 contains 8211 members 
Mstep: Class 19 contains 8911 members 
Mstep: Class 20 contains 9025 members 
Mstep: Class 21 contains 6122 members 
Mstep: Class 22 contains 325743 members 
Mstep: Class 23 contains 5403 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82772 members 
Mstep: Class 26 contains 827 members 
Mstep: Class 27 contains 91829 members 
Mstep: Class 28 contains 57711 members 
Mstep: Class 29 contains 5280 members 
Mstep: Class 30 contains 8910 members 
Mstep: Class 31 contains 6269 members 
Mstep: Class 32 contains 10614 members 
Mstep: Class 33 contains 42604 members 
Mstep: Class 34 contains 11103 members 
Mstep: Class 35 contains 3476 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8448 members 
Mstep: Class 38 contains 204387 members 
Mstep: Class 39 contains 215066 members 
Mstep: Class 40 contains 10367 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 580 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235485776.000000 Penalty: 154667.750000
Iteration 230Q: 44 clusters Score -2.354858e+08 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 170879 members 
Mstep: Class 2 contains 422 members 
Mstep: Class 3 contains 33335 members 
Mstep: Class 4 contains 28870 members 
Mstep: Class 5 contains 82719 members 
Mstep: Class 6 contains 29677 members 
Mstep: Class 7 contains 13812 members 
Mstep: Class 8 contains 5841 members 
Mstep: Class 9 contains 55524 members 
Mstep: Class 10 contains 26661 members 
Mstep: Class 11 contains 15503 members 
Mstep: Class 12 contains 10125 members 
Mstep: Class 13 contains 206609 members 
Mstep: Class 14 contains 12822 members 
Mstep: Class 15 contains 150468 members 
Mstep: Class 16 contains 14726 members 
Mstep: Class 17 contains 7505 members 
Mstep: Class 18 contains 8216 members 
Mstep: Class 19 contains 8912 members 
Mstep: Class 20 contains 9025 members 
Mstep: Class 21 contains 6133 members 
Mstep: Class 22 contains 325716 members 
Mstep: Class 23 contains 5401 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82772 members 
Mstep: Class 26 contains 827 members 
Mstep: Class 27 contains 91837 members 
Mstep: Class 28 contains 57702 members 
Mstep: Class 29 contains 5282 members 
Mstep: Class 30 contains 8910 members 
Mstep: Class 31 contains 6268 members 
Mstep: Class 32 contains 10616 members 
Mstep: Class 33 contains 42614 members 
Mstep: Class 34 contains 11103 members 
Mstep: Class 35 contains 3480 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8448 members 
Mstep: Class 38 contains 204446 members 
Mstep: Class 39 contains 214224 members 
Mstep: Class 40 contains 10368 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 580 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235485456.000000 Penalty: 154667.750000
Iteration 231Q: 44 clusters Score -2.354855e+08 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 170942 members 
Mstep: Class 2 contains 422 members 
Mstep: Class 3 contains 33296 members 
Mstep: Class 4 contains 28859 members 
Mstep: Class 5 contains 82721 members 
Mstep: Class 6 contains 29673 members 
Mstep: Class 7 contains 13813 members 
Mstep: Class 8 contains 5842 members 
Mstep: Class 9 contains 55516 members 
Mstep: Class 10 contains 26663 members 
Mstep: Class 11 contains 15505 members 
Mstep: Class 12 contains 10121 members 
Mstep: Class 13 contains 207326 members 
Mstep: Class 14 contains 12825 members 
Mstep: Class 15 contains 150465 members 
Mstep: Class 16 contains 14716 members 
Mstep: Class 17 contains 7500 members 
Mstep: Class 18 contains 8221 members 
Mstep: Class 19 contains 8907 members 
Mstep: Class 20 contains 9025 members 
Mstep: Class 21 contains 6145 members 
Mstep: Class 22 contains 325699 members 
Mstep: Class 23 contains 5406 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82772 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 91817 members 
Mstep: Class 28 contains 57676 members 
Mstep: Class 29 contains 5283 members 
Mstep: Class 30 contains 8906 members 
Mstep: Class 31 contains 6270 members 
Mstep: Class 32 contains 10616 members 
Mstep: Class 33 contains 42616 members 
Mstep: Class 34 contains 11101 members 
Mstep: Class 35 contains 3484 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8449 members 
Mstep: Class 38 contains 204502 members 
Mstep: Class 39 contains 213498 members 
Mstep: Class 40 contains 10372 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 580 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486048.000000 Penalty: 154667.750000
Iteration 232Q: 44 clusters Score -2.35486e+08 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 170990 members 
Mstep: Class 2 contains 422 members 
Mstep: Class 3 contains 33275 members 
Mstep: Class 4 contains 28835 members 
Mstep: Class 5 contains 82722 members 
Mstep: Class 6 contains 29669 members 
Mstep: Class 7 contains 13812 members 
Mstep: Class 8 contains 5841 members 
Mstep: Class 9 contains 55512 members 
Mstep: Class 10 contains 26666 members 
Mstep: Class 11 contains 15500 members 
Mstep: Class 12 contains 10125 members 
Mstep: Class 13 contains 207958 members 
Mstep: Class 14 contains 12828 members 
Mstep: Class 15 contains 150467 members 
Mstep: Class 16 contains 14712 members 
Mstep: Class 17 contains 7496 members 
Mstep: Class 18 contains 8220 members 
Mstep: Class 19 contains 8903 members 
Mstep: Class 20 contains 9025 members 
Mstep: Class 21 contains 6164 members 
Mstep: Class 22 contains 325690 members 
Mstep: Class 23 contains 5404 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82772 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 91808 members 
Mstep: Class 28 contains 57665 members 
Mstep: Class 29 contains 5281 members 
Mstep: Class 30 contains 8902 members 
Mstep: Class 31 contains 6271 members 
Mstep: Class 32 contains 10620 members 
Mstep: Class 33 contains 42624 members 
Mstep: Class 34 contains 11096 members 
Mstep: Class 35 contains 3485 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8451 members 
Mstep: Class 38 contains 204553 members 
Mstep: Class 39 contains 212834 members 
Mstep: Class 40 contains 10372 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 580 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486160.000000 Penalty: 154667.750000
Iteration 233Q: 44 clusters Score -2.354862e+08 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 171015 members 
Mstep: Class 2 contains 422 members 
Mstep: Class 3 contains 33260 members 
Mstep: Class 4 contains 28813 members 
Mstep: Class 5 contains 82723 members 
Mstep: Class 6 contains 29660 members 
Mstep: Class 7 contains 13811 members 
Mstep: Class 8 contains 5842 members 
Mstep: Class 9 contains 55508 members 
Mstep: Class 10 contains 26662 members 
Mstep: Class 11 contains 15501 members 
Mstep: Class 12 contains 10127 members 
Mstep: Class 13 contains 208580 members 
Mstep: Class 14 contains 12827 members 
Mstep: Class 15 contains 150467 members 
Mstep: Class 16 contains 14701 members 
Mstep: Class 17 contains 7493 members 
Mstep: Class 18 contains 8219 members 
Mstep: Class 19 contains 8902 members 
Mstep: Class 20 contains 9025 members 
Mstep: Class 21 contains 6182 members 
Mstep: Class 22 contains 325668 members 
Mstep: Class 23 contains 5402 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82770 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 91818 members 
Mstep: Class 28 contains 57657 members 
Mstep: Class 29 contains 5280 members 
Mstep: Class 30 contains 8901 members 
Mstep: Class 31 contains 6271 members 
Mstep: Class 32 contains 10622 members 
Mstep: Class 33 contains 42632 members 
Mstep: Class 34 contains 11092 members 
Mstep: Class 35 contains 3485 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8452 members 
Mstep: Class 38 contains 204597 members 
Mstep: Class 39 contains 212211 members 
Mstep: Class 40 contains 10372 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 580 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235485920.000000 Penalty: 154667.750000
Iteration 234Q: 44 clusters Score -2.354859e+08 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 171018 members 
Mstep: Class 2 contains 422 members 
Mstep: Class 3 contains 33241 members 
Mstep: Class 4 contains 28795 members 
Mstep: Class 5 contains 82723 members 
Mstep: Class 6 contains 29645 members 
Mstep: Class 7 contains 13812 members 
Mstep: Class 8 contains 5844 members 
Mstep: Class 9 contains 55500 members 
Mstep: Class 10 contains 26657 members 
Mstep: Class 11 contains 15503 members 
Mstep: Class 12 contains 10126 members 
Mstep: Class 13 contains 209125 members 
Mstep: Class 14 contains 12826 members 
Mstep: Class 15 contains 150474 members 
Mstep: Class 16 contains 14697 members 
Mstep: Class 17 contains 7493 members 
Mstep: Class 18 contains 8219 members 
Mstep: Class 19 contains 8898 members 
Mstep: Class 20 contains 9025 members 
Mstep: Class 21 contains 6200 members 
Mstep: Class 22 contains 325656 members 
Mstep: Class 23 contains 5402 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82764 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 91819 members 
Mstep: Class 28 contains 57638 members 
Mstep: Class 29 contains 5279 members 
Mstep: Class 30 contains 8901 members 
Mstep: Class 31 contains 6272 members 
Mstep: Class 32 contains 10625 members 
Mstep: Class 33 contains 42641 members 
Mstep: Class 34 contains 11087 members 
Mstep: Class 35 contains 3488 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8449 members 
Mstep: Class 38 contains 204632 members 
Mstep: Class 39 contains 211702 members 
Mstep: Class 40 contains 10372 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 580 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235485696.000000 Penalty: 154667.750000
Iteration 235Q: 44 clusters Score -2.354857e+08 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 171007 members 
Mstep: Class 2 contains 422 members 
Mstep: Class 3 contains 33231 members 
Mstep: Class 4 contains 28768 members 
Mstep: Class 5 contains 82728 members 
Mstep: Class 6 contains 29623 members 
Mstep: Class 7 contains 13812 members 
Mstep: Class 8 contains 5843 members 
Mstep: Class 9 contains 55498 members 
Mstep: Class 10 contains 26655 members 
Mstep: Class 11 contains 15500 members 
Mstep: Class 12 contains 10124 members 
Mstep: Class 13 contains 209499 members 
Mstep: Class 14 contains 12823 members 
Mstep: Class 15 contains 150477 members 
Mstep: Class 16 contains 14694 members 
Mstep: Class 17 contains 7495 members 
Mstep: Class 18 contains 8219 members 
Mstep: Class 19 contains 8895 members 
Mstep: Class 20 contains 9025 members 
Mstep: Class 21 contains 6215 members 
Mstep: Class 22 contains 325668 members 
Mstep: Class 23 contains 5402 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82763 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 91850 members 
Mstep: Class 28 contains 57621 members 
Mstep: Class 29 contains 5277 members 
Mstep: Class 30 contains 8901 members 
Mstep: Class 31 contains 6272 members 
Mstep: Class 32 contains 10624 members 
Mstep: Class 33 contains 42651 members 
Mstep: Class 34 contains 11090 members 
Mstep: Class 35 contains 3491 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8449 members 
Mstep: Class 38 contains 204649 members 
Mstep: Class 39 contains 211337 members 
Mstep: Class 40 contains 10372 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 580 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235485936.000000 Penalty: 154667.750000
Iteration 236Q: 44 clusters Score -2.354859e+08 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 170999 members 
Mstep: Class 2 contains 422 members 
Mstep: Class 3 contains 33231 members 
Mstep: Class 4 contains 28749 members 
Mstep: Class 5 contains 82729 members 
Mstep: Class 6 contains 29617 members 
Mstep: Class 7 contains 13811 members 
Mstep: Class 8 contains 5842 members 
Mstep: Class 9 contains 55496 members 
Mstep: Class 10 contains 26655 members 
Mstep: Class 11 contains 15502 members 
Mstep: Class 12 contains 10124 members 
Mstep: Class 13 contains 209727 members 
Mstep: Class 14 contains 12823 members 
Mstep: Class 15 contains 150476 members 
Mstep: Class 16 contains 14688 members 
Mstep: Class 17 contains 7490 members 
Mstep: Class 18 contains 8218 members 
Mstep: Class 19 contains 8895 members 
Mstep: Class 20 contains 9025 members 
Mstep: Class 21 contains 6218 members 
Mstep: Class 22 contains 325675 members 
Mstep: Class 23 contains 5401 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82759 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 91864 members 
Mstep: Class 28 contains 57617 members 
Mstep: Class 29 contains 5279 members 
Mstep: Class 30 contains 8901 members 
Mstep: Class 31 contains 6274 members 
Mstep: Class 32 contains 10624 members 
Mstep: Class 33 contains 42658 members 
Mstep: Class 34 contains 11087 members 
Mstep: Class 35 contains 3495 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8449 members 
Mstep: Class 38 contains 204673 members 
Mstep: Class 39 contains 211104 members 
Mstep: Class 40 contains 10373 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 580 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235485968.000000 Penalty: 154667.750000
Iteration 237Q: 44 clusters Score -2.35486e+08 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 170977 members 
Mstep: Class 2 contains 422 members 
Mstep: Class 3 contains 33236 members 
Mstep: Class 4 contains 28745 members 
Mstep: Class 5 contains 82728 members 
Mstep: Class 6 contains 29601 members 
Mstep: Class 7 contains 13810 members 
Mstep: Class 8 contains 5840 members 
Mstep: Class 9 contains 55498 members 
Mstep: Class 10 contains 26660 members 
Mstep: Class 11 contains 15501 members 
Mstep: Class 12 contains 10120 members 
Mstep: Class 13 contains 209861 members 
Mstep: Class 14 contains 12828 members 
Mstep: Class 15 contains 150473 members 
Mstep: Class 16 contains 14683 members 
Mstep: Class 17 contains 7489 members 
Mstep: Class 18 contains 8221 members 
Mstep: Class 19 contains 8894 members 
Mstep: Class 20 contains 9025 members 
Mstep: Class 21 contains 6227 members 
Mstep: Class 22 contains 325676 members 
Mstep: Class 23 contains 5400 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82762 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 91868 members 
Mstep: Class 28 contains 57612 members 
Mstep: Class 29 contains 5279 members 
Mstep: Class 30 contains 8901 members 
Mstep: Class 31 contains 6274 members 
Mstep: Class 32 contains 10622 members 
Mstep: Class 33 contains 42653 members 
Mstep: Class 34 contains 11088 members 
Mstep: Class 35 contains 3496 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8450 members 
Mstep: Class 38 contains 204677 members 
Mstep: Class 39 contains 210999 members 
Mstep: Class 40 contains 10374 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 580 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235485904.000000 Penalty: 154667.750000
Iteration 238Q: 44 clusters Score -2.354859e+08 nChanged 1180
Entering ConstructFrom: 
Score: -235485904.000000 Penalty: 154667.750000
Entering ConstructFrom: 
Trying to split cluster 1 (170932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170932 members 
Entering Unmasked Estep 
Score: -20882580.000000 Penalty: 2988.157227
	Iteration 0F: 2 clusters Score -2.088258e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85404 members 
Mstep: Class 2 contains 85528 members 
Entering Unmasked Estep 
Score: -20768466.000000 Penalty: 5976.314453
	Iteration 0F: 3 clusters Score -2.076847e+07 nChanged 81993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86949 members 
Mstep: Class 2 contains 83983 members 
Entering Unmasked Estep 
Score: -20816218.000000 Penalty: 5976.314453
	Iteration 1F: 3 clusters Score -2.081622e+07 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87958 members 
Mstep: Class 2 contains 82974 members 
Entering Unmasked Estep 
Score: -20817040.000000 Penalty: 5976.314453
	Iteration 2Q: 3 clusters Score -2.081704e+07 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89650 members 
Mstep: Class 2 contains 81282 members 
Entering Unmasked Estep 
Score: -20818334.000000 Penalty: 5976.314453
	Iteration 3Q: 3 clusters Score -2.081833e+07 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92329 members 
Mstep: Class 2 contains 78603 members 
Entering Unmasked Estep 
Score: -20820030.000000 Penalty: 5976.314453
	Iteration 4Q: 3 clusters Score -2.082003e+07 nChanged 6915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96468 members 
Mstep: Class 2 contains 74464 members 
Entering Unmasked Estep 
Score: -20822408.000000 Penalty: 5976.314453
	Iteration 5Q: 3 clusters Score -2.082241e+07 nChanged 8471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102285 members 
Mstep: Class 2 contains 68647 members 
Entering Unmasked Estep 
Score: -20826196.000000 Penalty: 5976.314453
	Iteration 6Q: 3 clusters Score -2.08262e+07 nChanged 9981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109798 members 
Mstep: Class 2 contains 61134 members 
Entering Unmasked Estep 
Score: -20831538.000000 Penalty: 5976.314453
	Iteration 7F: 3 clusters Score -2.083154e+07 nChanged 11247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119023 members 
Mstep: Class 2 contains 51909 members 
Entering Unmasked Estep 
Score: -20838224.000000 Penalty: 5976.314453
	Iteration 8F: 3 clusters Score -2.083822e+07 nChanged 11818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129421 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -20846334.000000 Penalty: 5976.314453
	Iteration 9F: 3 clusters Score -2.084633e+07 nChanged 11304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140105 members 
Mstep: Class 2 contains 30827 members 
Entering Unmasked Estep 
Score: -20854812.000000 Penalty: 5976.314453
	Iteration 10F: 3 clusters Score -2.085481e+07 nChanged 9865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149788 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -20862582.000000 Penalty: 5976.314453
	Iteration 11F: 3 clusters Score -2.086258e+07 nChanged 8204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157966 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -20869418.000000 Penalty: 5976.314453
	Iteration 12Q: 3 clusters Score -2.086942e+07 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163728 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -20874516.000000 Penalty: 5976.314453
	Iteration 13Q: 3 clusters Score -2.087452e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167146 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -20877252.000000 Penalty: 5976.314453
	Iteration 14Q: 3 clusters Score -2.087725e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168881 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -20878648.000000 Penalty: 5976.314453
	Iteration 15Q: 3 clusters Score -2.087865e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169657 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -20879404.000000 Penalty: 5976.314453
	Iteration 16Q: 3 clusters Score -2.08794e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170013 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -20879686.000000 Penalty: 5976.314453
	Iteration 17Q: 3 clusters Score -2.087969e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170191 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -20879824.000000 Penalty: 5976.314453
	Iteration 18Q: 3 clusters Score -2.087982e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170282 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -20879898.000000 Penalty: 5976.314453
	Iteration 19Q: 3 clusters Score -2.08799e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170342 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -20879946.000000 Penalty: 5976.314453
	Iteration 20F: 3 clusters Score -2.087995e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170384 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -20879972.000000 Penalty: 5976.314453
	Iteration 21Q: 3 clusters Score -2.087997e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170417 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -20880008.000000 Penalty: 5976.314453
	Iteration 22Q: 3 clusters Score -2.088001e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170433 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -20880024.000000 Penalty: 5976.314453
	Iteration 23Q: 3 clusters Score -2.088002e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170444 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -20880032.000000 Penalty: 5976.314453
	Iteration 24Q: 3 clusters Score -2.088003e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170453 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -20880030.000000 Penalty: 5976.314453
	Iteration 25Q: 3 clusters Score -2.088003e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170456 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -20880038.000000 Penalty: 5976.314453
	Iteration 26Q: 3 clusters Score -2.088004e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170460 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -20880038.000000 Penalty: 5976.314453
	Iteration 27Q: 3 clusters Score -2.088004e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170463 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -20880038.000000 Penalty: 5976.314453
	Iteration 28Q: 3 clusters Score -2.088004e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170465 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -20880062.000000 Penalty: 5976.314453
	Iteration 29Q: 3 clusters Score -2.088006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170465 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -20880050.000000 Penalty: 5976.314453
	Iteration 30Q: 3 clusters Score -2.088005e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170468 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -20880056.000000 Penalty: 5976.314453
	Iteration 31Q: 3 clusters Score -2.088006e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170470 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -20880060.000000 Penalty: 5976.314453
	Iteration 32Q: 3 clusters Score -2.088006e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170474 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -20880072.000000 Penalty: 5976.314453
	Iteration 33Q: 3 clusters Score -2.088007e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170474 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -20880062.000000 Penalty: 5976.314453
	Iteration 34Q: 3 clusters Score -2.088006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170479 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -20880072.000000 Penalty: 5976.314453
	Iteration 35Q: 3 clusters Score -2.088007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170484 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -20880060.000000 Penalty: 5976.314453
	Iteration 36Q: 3 clusters Score -2.088006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170483 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -20880062.000000 Penalty: 5976.314453
	Iteration 37Q: 3 clusters Score -2.088006e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170483 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -20880062.000000 Penalty: 5976.314453
	Iteration 38F: 3 clusters Score -2.088006e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Entering Unmasked Estep 
Score: -36725.921875 Penalty: 1499.161377
	Iteration 0F: 2 clusters Score -36725.92 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 192 members 
Entering Unmasked Estep 
Score: -35397.917969 Penalty: 2998.322754
	Iteration 0F: 3 clusters Score -35397.92 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -36085.253906 Penalty: 2998.322754
	Iteration 1F: 3 clusters Score -36085.25 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -36466.894531 Penalty: 2998.322754
	Iteration 2F: 3 clusters Score -36466.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -36573.917969 Penalty: 2998.322754
	Iteration 3Q: 3 clusters Score -36573.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -36648.621094 Penalty: 2998.322754
	Iteration 4Q: 3 clusters Score -36648.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -36722.269531 Penalty: 2998.322754
	Iteration 5Q: 3 clusters Score -36722.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -36752.933594 Penalty: 2998.322754
	Iteration 6Q: 3 clusters Score -36752.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -36761.769531 Penalty: 2998.322754
	Iteration 7Q: 3 clusters Score -36761.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -36763.878906 Penalty: 2998.322754
	Iteration 8Q: 3 clusters Score -36763.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -36763.878906 Penalty: 2998.322754
	Iteration 9F: 3 clusters Score -36763.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 170932 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 33246 members 
Mstep: Class 4 contains 28740 members 
Mstep: Class 5 contains 82733 members 
Mstep: Class 6 contains 29592 members 
Mstep: Class 7 contains 13809 members 
Mstep: Class 8 contains 5837 members 
Mstep: Class 9 contains 55502 members 
Mstep: Class 10 contains 26662 members 
Mstep: Class 11 contains 15498 members 
Mstep: Class 12 contains 10117 members 
Mstep: Class 13 contains 209943 members 
Mstep: Class 14 contains 12835 members 
Mstep: Class 15 contains 150476 members 
Mstep: Class 16 contains 14679 members 
Mstep: Class 17 contains 7487 members 
Mstep: Class 18 contains 8225 members 
Mstep: Class 19 contains 8892 members 
Mstep: Class 20 contains 9026 members 
Mstep: Class 21 contains 6239 members 
Mstep: Class 22 contains 325667 members 
Mstep: Class 23 contains 5398 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82769 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 91876 members 
Mstep: Class 28 contains 57609 members 
Mstep: Class 29 contains 5281 members 
Mstep: Class 30 contains 8899 members 
Mstep: Class 31 contains 6274 members 
Mstep: Class 32 contains 10624 members 
Mstep: Class 33 contains 42656 members 
Mstep: Class 34 contains 11087 members 
Mstep: Class 35 contains 3496 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8450 members 
Mstep: Class 38 contains 204675 members 
Mstep: Class 39 contains 210943 members 
Mstep: Class 40 contains 10374 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 580 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 250 members 
Entering Unmasked Estep 
Score: -235484208.000000 Penalty: 158264.671875
Splitting cluster 2 changes total score from -235485904.000000 to -235484208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (33246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33246 members 
Entering Unmasked Estep 
Score: -3983833.000000 Penalty: 2582.099121
	Iteration 0F: 2 clusters Score -3983833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -3961238.000000 Penalty: 5164.198242
	Iteration 0F: 3 clusters Score -3961238 nChanged 15071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -3969980.500000 Penalty: 5164.198242
	Iteration 1F: 3 clusters Score -3969980 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -3971157.750000 Penalty: 5164.198242
	Iteration 2F: 3 clusters Score -3971158 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -3972499.250000 Penalty: 5164.198242
	Iteration 3F: 3 clusters Score -3972499 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -3973978.750000 Penalty: 5164.198242
	Iteration 4F: 3 clusters Score -3973979 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -3975539.750000 Penalty: 5164.198242
	Iteration 5F: 3 clusters Score -3975540 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -3977218.250000 Penalty: 5164.198242
	Iteration 6F: 3 clusters Score -3977218 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -3978632.250000 Penalty: 5164.198242
	Iteration 7F: 3 clusters Score -3978632 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -3979598.000000 Penalty: 5164.198242
	Iteration 8Q: 3 clusters Score -3979598 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -3980166.000000 Penalty: 5164.198242
	Iteration 9Q: 3 clusters Score -3980166 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -3980598.000000 Penalty: 5164.198242
	Iteration 10Q: 3 clusters Score -3980598 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -3980901.000000 Penalty: 5164.198242
	Iteration 11Q: 3 clusters Score -3980901 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -3981180.000000 Penalty: 5164.198242
	Iteration 12Q: 3 clusters Score -3981180 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -3981441.750000 Penalty: 5164.198242
	Iteration 13Q: 3 clusters Score -3981442 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -3981617.250000 Penalty: 5164.198242
	Iteration 14Q: 3 clusters Score -3981617 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -3981788.500000 Penalty: 5164.198242
	Iteration 15Q: 3 clusters Score -3981788 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -3981885.250000 Penalty: 5164.198242
	Iteration 16Q: 3 clusters Score -3981885 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -3981974.250000 Penalty: 5164.198242
	Iteration 17Q: 3 clusters Score -3981974 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -3982010.500000 Penalty: 5164.198242
	Iteration 18Q: 3 clusters Score -3982010 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -3982064.750000 Penalty: 5164.198242
	Iteration 19Q: 3 clusters Score -3982065 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -3982131.500000 Penalty: 5164.198242
	Iteration 20F: 3 clusters Score -3982132 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -3982160.750000 Penalty: 5164.198242
	Iteration 21Q: 3 clusters Score -3982161 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -3982194.750000 Penalty: 5164.198242
	Iteration 22Q: 3 clusters Score -3982195 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -3982230.750000 Penalty: 5164.198242
	Iteration 23Q: 3 clusters Score -3982231 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -3982257.000000 Penalty: 5164.198242
	Iteration 24Q: 3 clusters Score -3982257 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -3982280.250000 Penalty: 5164.198242
	Iteration 25Q: 3 clusters Score -3982280 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -3982329.000000 Penalty: 5164.198242
	Iteration 26Q: 3 clusters Score -3982329 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -3982348.000000 Penalty: 5164.198242
	Iteration 27Q: 3 clusters Score -3982348 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -3982385.000000 Penalty: 5164.198242
	Iteration 28Q: 3 clusters Score -3982385 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -3982403.500000 Penalty: 5164.198242
	Iteration 29Q: 3 clusters Score -3982404 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -3982437.500000 Penalty: 5164.198242
	Iteration 30Q: 3 clusters Score -3982438 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -3982475.750000 Penalty: 5164.198242
	Iteration 31Q: 3 clusters Score -3982476 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -3982495.750000 Penalty: 5164.198242
	Iteration 32Q: 3 clusters Score -3982496 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 25927 members 
Entering Unmasked Estep 
Score: -3982514.750000 Penalty: 5164.198242
	Iteration 33Q: 3 clusters Score -3982515 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -3982553.750000 Penalty: 5164.198242
	Iteration 34Q: 3 clusters Score -3982554 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -3982571.500000 Penalty: 5164.198242
	Iteration 35Q: 3 clusters Score -3982572 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -3982583.750000 Penalty: 5164.198242
	Iteration 36Q: 3 clusters Score -3982584 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -3982595.000000 Penalty: 5164.198242
	Iteration 37Q: 3 clusters Score -3982595 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 26413 members 
Entering Unmasked Estep 
Score: -3982610.000000 Penalty: 5164.198242
	Iteration 38Q: 3 clusters Score -3982610 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -3982621.500000 Penalty: 5164.198242
	Iteration 39Q: 3 clusters Score -3982622 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -3982624.250000 Penalty: 5164.198242
	Iteration 40F: 3 clusters Score -3982624 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -3982625.250000 Penalty: 5164.198242
	Iteration 41Q: 3 clusters Score -3982625 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 26649 members 
Entering Unmasked Estep 
Score: -3982635.500000 Penalty: 5164.198242
	Iteration 42Q: 3 clusters Score -3982636 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -3982639.250000 Penalty: 5164.198242
	Iteration 43Q: 3 clusters Score -3982639 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -3982653.750000 Penalty: 5164.198242
	Iteration 44Q: 3 clusters Score -3982654 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 26745 members 
Entering Unmasked Estep 
Score: -3982662.250000 Penalty: 5164.198242
	Iteration 45Q: 3 clusters Score -3982662 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -3982662.000000 Penalty: 5164.198242
	Iteration 46Q: 3 clusters Score -3982662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -3982664.750000 Penalty: 5164.198242
	Iteration 47Q: 3 clusters Score -3982665 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -3982665.500000 Penalty: 5164.198242
	Iteration 48Q: 3 clusters Score -3982666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -3982661.750000 Penalty: 5164.198242
	Iteration 49Q: 3 clusters Score -3982662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -3982658.250000 Penalty: 5164.198242
	Iteration 50Q: 3 clusters Score -3982658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -3982659.500000 Penalty: 5164.198242
	Iteration 51Q: 3 clusters Score -3982660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -3982659.500000 Penalty: 5164.198242
	Iteration 52Q: 3 clusters Score -3982660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -3982665.000000 Penalty: 5164.198242
	Iteration 53Q: 3 clusters Score -3982665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 26875 members 
Entering Unmasked Estep 
Score: -3982659.500000 Penalty: 5164.198242
	Iteration 54Q: 3 clusters Score -3982660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -3982661.000000 Penalty: 5164.198242
	Iteration 55Q: 3 clusters Score -3982661 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 26902 members 
Entering Unmasked Estep 
Score: -3982664.750000 Penalty: 5164.198242
	Iteration 56Q: 3 clusters Score -3982665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -3982671.500000 Penalty: 5164.198242
	Iteration 57Q: 3 clusters Score -3982672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -3982673.250000 Penalty: 5164.198242
	Iteration 58Q: 3 clusters Score -3982673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -3982672.250000 Penalty: 5164.198242
	Iteration 59Q: 3 clusters Score -3982672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -3982676.000000 Penalty: 5164.198242
	Iteration 60F: 3 clusters Score -3982676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -3982675.000000 Penalty: 5164.198242
	Iteration 61Q: 3 clusters Score -3982675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -3982674.750000 Penalty: 5164.198242
	Iteration 62Q: 3 clusters Score -3982675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -3982674.750000 Penalty: 5164.198242
	Iteration 63Q: 3 clusters Score -3982675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -3982681.000000 Penalty: 5164.198242
	Iteration 64Q: 3 clusters Score -3982681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -3982681.750000 Penalty: 5164.198242
	Iteration 65Q: 3 clusters Score -3982682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -3982686.000000 Penalty: 5164.198242
	Iteration 66Q: 3 clusters Score -3982686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -3982681.500000 Penalty: 5164.198242
	Iteration 67Q: 3 clusters Score -3982682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -3982686.000000 Penalty: 5164.198242
	Iteration 68Q: 3 clusters Score -3982686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -3982685.500000 Penalty: 5164.198242
	Iteration 69Q: 3 clusters Score -3982686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 27049 members 
Entering Unmasked Estep 
Score: -3982684.000000 Penalty: 5164.198242
	Iteration 70Q: 3 clusters Score -3982684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -3982682.250000 Penalty: 5164.198242
	Iteration 71Q: 3 clusters Score -3982682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 27079 members 
Entering Unmasked Estep 
Score: -3982680.000000 Penalty: 5164.198242
	Iteration 72Q: 3 clusters Score -3982680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 27094 members 
Entering Unmasked Estep 
Score: -3982683.000000 Penalty: 5164.198242
	Iteration 73Q: 3 clusters Score -3982683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 27108 members 
Entering Unmasked Estep 
Score: -3982686.500000 Penalty: 5164.198242
	Iteration 74Q: 3 clusters Score -3982686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -3982688.250000 Penalty: 5164.198242
	Iteration 75Q: 3 clusters Score -3982688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 27129 members 
Entering Unmasked Estep 
Score: -3982685.750000 Penalty: 5164.198242
	Iteration 76Q: 3 clusters Score -3982686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 27143 members 
Entering Unmasked Estep 
Score: -3982685.750000 Penalty: 5164.198242
	Iteration 77Q: 3 clusters Score -3982686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
Score: -3982689.750000 Penalty: 5164.198242
	Iteration 78Q: 3 clusters Score -3982690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -3982687.500000 Penalty: 5164.198242
	Iteration 79Q: 3 clusters Score -3982688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -3982687.500000 Penalty: 5164.198242
	Iteration 80F: 3 clusters Score -3982688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (28740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Entering Unmasked Estep 
Score: -3333658.750000 Penalty: 2545.979248
	Iteration 0F: 2 clusters Score -3333659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -3313874.750000 Penalty: 5091.958496
	Iteration 0F: 3 clusters Score -3313875 nChanged 12997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -3321031.250000 Penalty: 5091.958496
	Iteration 1F: 3 clusters Score -3321031 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -3321567.750000 Penalty: 5091.958496
	Iteration 2F: 3 clusters Score -3321568 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -3322081.000000 Penalty: 5091.958496
	Iteration 3Q: 3 clusters Score -3322081 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -3322722.250000 Penalty: 5091.958496
	Iteration 4Q: 3 clusters Score -3322722 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -3323496.500000 Penalty: 5091.958496
	Iteration 5Q: 3 clusters Score -3323496 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -3324444.500000 Penalty: 5091.958496
	Iteration 6F: 3 clusters Score -3324444 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -3325619.000000 Penalty: 5091.958496
	Iteration 7F: 3 clusters Score -3325619 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -3327125.250000 Penalty: 5091.958496
	Iteration 8F: 3 clusters Score -3327125 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -3328825.000000 Penalty: 5091.958496
	Iteration 9F: 3 clusters Score -3328825 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -3330368.500000 Penalty: 5091.958496
	Iteration 10F: 3 clusters Score -3330368 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -3331301.500000 Penalty: 5091.958496
	Iteration 11F: 3 clusters Score -3331302 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -3331699.750000 Penalty: 5091.958496
	Iteration 12Q: 3 clusters Score -3331700 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -3331920.250000 Penalty: 5091.958496
	Iteration 13Q: 3 clusters Score -3331920 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -3332004.500000 Penalty: 5091.958496
	Iteration 14Q: 3 clusters Score -3332004 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -3332055.500000 Penalty: 5091.958496
	Iteration 15Q: 3 clusters Score -3332056 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -3332099.250000 Penalty: 5091.958496
	Iteration 16Q: 3 clusters Score -3332099 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -3332117.000000 Penalty: 5091.958496
	Iteration 17Q: 3 clusters Score -3332117 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -3332148.000000 Penalty: 5091.958496
	Iteration 18Q: 3 clusters Score -3332148 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -3332163.250000 Penalty: 5091.958496
	Iteration 19Q: 3 clusters Score -3332163 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -3332183.000000 Penalty: 5091.958496
	Iteration 20F: 3 clusters Score -3332183 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -3332195.250000 Penalty: 5091.958496
	Iteration 21Q: 3 clusters Score -3332195 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -3332220.000000 Penalty: 5091.958496
	Iteration 22Q: 3 clusters Score -3332220 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -3332232.750000 Penalty: 5091.958496
	Iteration 23Q: 3 clusters Score -3332233 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -3332252.500000 Penalty: 5091.958496
	Iteration 24Q: 3 clusters Score -3332252 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -3332250.500000 Penalty: 5091.958496
	Iteration 25Q: 3 clusters Score -3332250 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -3332271.750000 Penalty: 5091.958496
	Iteration 26Q: 3 clusters Score -3332272 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -3332278.500000 Penalty: 5091.958496
	Iteration 27Q: 3 clusters Score -3332278 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -3332317.750000 Penalty: 5091.958496
	Iteration 28Q: 3 clusters Score -3332318 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -3332336.750000 Penalty: 5091.958496
	Iteration 29Q: 3 clusters Score -3332337 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -3332360.750000 Penalty: 5091.958496
	Iteration 30Q: 3 clusters Score -3332361 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -3332374.250000 Penalty: 5091.958496
	Iteration 31Q: 3 clusters Score -3332374 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -3332404.250000 Penalty: 5091.958496
	Iteration 32Q: 3 clusters Score -3332404 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -3332412.000000 Penalty: 5091.958496
	Iteration 33Q: 3 clusters Score -3332412 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -3332432.500000 Penalty: 5091.958496
	Iteration 34Q: 3 clusters Score -3332432 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -3332446.500000 Penalty: 5091.958496
	Iteration 35Q: 3 clusters Score -3332446 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -3332452.000000 Penalty: 5091.958496
	Iteration 36Q: 3 clusters Score -3332452 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -3332468.250000 Penalty: 5091.958496
	Iteration 37Q: 3 clusters Score -3332468 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -3332480.000000 Penalty: 5091.958496
	Iteration 38Q: 3 clusters Score -3332480 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -3332482.500000 Penalty: 5091.958496
	Iteration 39Q: 3 clusters Score -3332482 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -3332504.250000 Penalty: 5091.958496
	Iteration 40F: 3 clusters Score -3332504 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -3332501.250000 Penalty: 5091.958496
	Iteration 41Q: 3 clusters Score -3332501 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -3332518.000000 Penalty: 5091.958496
	Iteration 42Q: 3 clusters Score -3332518 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -3332511.250000 Penalty: 5091.958496
	Iteration 43Q: 3 clusters Score -3332511 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -3332524.750000 Penalty: 5091.958496
	Iteration 44Q: 3 clusters Score -3332525 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -3332529.000000 Penalty: 5091.958496
	Iteration 45Q: 3 clusters Score -3332529 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -3332524.250000 Penalty: 5091.958496
	Iteration 46Q: 3 clusters Score -3332524 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -3332525.000000 Penalty: 5091.958496
	Iteration 47Q: 3 clusters Score -3332525 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -3332531.500000 Penalty: 5091.958496
	Iteration 48Q: 3 clusters Score -3332532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -3332531.750000 Penalty: 5091.958496
	Iteration 49Q: 3 clusters Score -3332532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -3332532.500000 Penalty: 5091.958496
	Iteration 50Q: 3 clusters Score -3332532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -3332546.250000 Penalty: 5091.958496
	Iteration 51Q: 3 clusters Score -3332546 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -3332550.000000 Penalty: 5091.958496
	Iteration 52Q: 3 clusters Score -3332550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -3332544.000000 Penalty: 5091.958496
	Iteration 53Q: 3 clusters Score -3332544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -3332549.500000 Penalty: 5091.958496
	Iteration 54Q: 3 clusters Score -3332550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -3332548.750000 Penalty: 5091.958496
	Iteration 55Q: 3 clusters Score -3332549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -3332550.000000 Penalty: 5091.958496
	Iteration 56Q: 3 clusters Score -3332550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -3332550.000000 Penalty: 5091.958496
	Iteration 57Q: 3 clusters Score -3332550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -3332546.250000 Penalty: 5091.958496
	Iteration 58Q: 3 clusters Score -3332546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -3332548.250000 Penalty: 5091.958496
	Iteration 59Q: 3 clusters Score -3332548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -3332554.250000 Penalty: 5091.958496
	Iteration 60F: 3 clusters Score -3332554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -3332552.750000 Penalty: 5091.958496
	Iteration 61Q: 3 clusters Score -3332553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -3332548.750000 Penalty: 5091.958496
	Iteration 62Q: 3 clusters Score -3332549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -3332548.000000 Penalty: 5091.958496
	Iteration 63Q: 3 clusters Score -3332548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -3332546.250000 Penalty: 5091.958496
	Iteration 64Q: 3 clusters Score -3332546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -3332548.750000 Penalty: 5091.958496
	Iteration 65Q: 3 clusters Score -3332549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -3332547.750000 Penalty: 5091.958496
	Iteration 66Q: 3 clusters Score -3332548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -3332549.250000 Penalty: 5091.958496
	Iteration 67Q: 3 clusters Score -3332549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -3332548.500000 Penalty: 5091.958496
	Iteration 68Q: 3 clusters Score -3332548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -3332549.500000 Penalty: 5091.958496
	Iteration 69Q: 3 clusters Score -3332550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -3332550.750000 Penalty: 5091.958496
	Iteration 70Q: 3 clusters Score -3332551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -3332550.500000 Penalty: 5091.958496
	Iteration 71Q: 3 clusters Score -3332550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -3332550.500000 Penalty: 5091.958496
	Iteration 72F: 3 clusters Score -3332550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (82733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82733 members 
Entering Unmasked Estep 
Score: -10100169.000000 Penalty: 2808.196777
	Iteration 0F: 2 clusters Score -1.010017e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41291 members 
Mstep: Class 2 contains 41442 members 
Entering Unmasked Estep 
Score: -10044724.000000 Penalty: 5616.393555
	Iteration 0F: 3 clusters Score -1.004472e+07 nChanged 38995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40058 members 
Mstep: Class 2 contains 42675 members 
Entering Unmasked Estep 
Score: -10066735.000000 Penalty: 5616.393555
	Iteration 1F: 3 clusters Score -1.006674e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39210 members 
Mstep: Class 2 contains 43523 members 
Entering Unmasked Estep 
Score: -10067497.000000 Penalty: 5616.393555
	Iteration 2Q: 3 clusters Score -1.00675e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37900 members 
Mstep: Class 2 contains 44833 members 
Entering Unmasked Estep 
Score: -10068399.000000 Penalty: 5616.393555
	Iteration 3Q: 3 clusters Score -1.00684e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36026 members 
Mstep: Class 2 contains 46707 members 
Entering Unmasked Estep 
Score: -10069371.000000 Penalty: 5616.393555
	Iteration 4Q: 3 clusters Score -1.006937e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33315 members 
Mstep: Class 2 contains 49418 members 
Entering Unmasked Estep 
Score: -10070945.000000 Penalty: 5616.393555
	Iteration 5Q: 3 clusters Score -1.007094e+07 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29603 members 
Mstep: Class 2 contains 53130 members 
Entering Unmasked Estep 
Score: -10073085.000000 Penalty: 5616.393555
	Iteration 6F: 3 clusters Score -1.007308e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 58033 members 
Entering Unmasked Estep 
Score: -10076636.000000 Penalty: 5616.393555
	Iteration 7F: 3 clusters Score -1.007664e+07 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 63821 members 
Entering Unmasked Estep 
Score: -10081305.000000 Penalty: 5616.393555
	Iteration 8F: 3 clusters Score -1.00813e+07 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 69715 members 
Entering Unmasked Estep 
Score: -10086440.000000 Penalty: 5616.393555
	Iteration 9F: 3 clusters Score -1.008644e+07 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 74725 members 
Entering Unmasked Estep 
Score: -10091061.000000 Penalty: 5616.393555
	Iteration 10F: 3 clusters Score -1.009106e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 78303 members 
Entering Unmasked Estep 
Score: -10094230.000000 Penalty: 5616.393555
	Iteration 11Q: 3 clusters Score -1.009423e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 80342 members 
Entering Unmasked Estep 
Score: -10095957.000000 Penalty: 5616.393555
	Iteration 12Q: 3 clusters Score -1.009596e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 81401 members 
Entering Unmasked Estep 
Score: -10096874.000000 Penalty: 5616.393555
	Iteration 13Q: 3 clusters Score -1.009687e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 81880 members 
Entering Unmasked Estep 
Score: -10097328.000000 Penalty: 5616.393555
	Iteration 14Q: 3 clusters Score -1.009733e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 82098 members 
Entering Unmasked Estep 
Score: -10097537.000000 Penalty: 5616.393555
	Iteration 15Q: 3 clusters Score -1.009754e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 82185 members 
Entering Unmasked Estep 
Score: -10097637.000000 Penalty: 5616.393555
	Iteration 16Q: 3 clusters Score -1.009764e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 82231 members 
Entering Unmasked Estep 
Score: -10097685.000000 Penalty: 5616.393555
	Iteration 17Q: 3 clusters Score -1.009768e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 82260 members 
Entering Unmasked Estep 
Score: -10097719.000000 Penalty: 5616.393555
	Iteration 18Q: 3 clusters Score -1.009772e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 82278 members 
Entering Unmasked Estep 
Score: -10097750.000000 Penalty: 5616.393555
	Iteration 19Q: 3 clusters Score -1.009775e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 82288 members 
Entering Unmasked Estep 
Score: -10097778.000000 Penalty: 5616.393555
	Iteration 20F: 3 clusters Score -1.009778e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 82292 members 
Entering Unmasked Estep 
Score: -10097776.000000 Penalty: 5616.393555
	Iteration 21Q: 3 clusters Score -1.009778e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 82297 members 
Entering Unmasked Estep 
Score: -10097786.000000 Penalty: 5616.393555
	Iteration 22Q: 3 clusters Score -1.009779e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 82302 members 
Entering Unmasked Estep 
Score: -10097793.000000 Penalty: 5616.393555
	Iteration 23Q: 3 clusters Score -1.009779e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 82301 members 
Entering Unmasked Estep 
Score: -10097794.000000 Penalty: 5616.393555
	Iteration 24Q: 3 clusters Score -1.009779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 82303 members 
Entering Unmasked Estep 
Score: -10097792.000000 Penalty: 5616.393555
	Iteration 25Q: 3 clusters Score -1.009779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 82303 members 
Entering Unmasked Estep 
Score: -10097795.000000 Penalty: 5616.393555
	Iteration 26Q: 3 clusters Score -1.00978e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 82303 members 
Entering Unmasked Estep 
Score: -10097795.000000 Penalty: 5616.393555
	Iteration 27F: 3 clusters Score -1.00978e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (29592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29592 members 
Entering Unmasked Estep 
Score: -3609752.500000 Penalty: 2553.224365
	Iteration 0F: 2 clusters Score -3609752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -3589410.000000 Penalty: 5106.448730
	Iteration 0F: 3 clusters Score -3589410 nChanged 13304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -3596780.000000 Penalty: 5106.448730
	Iteration 1F: 3 clusters Score -3596780 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -3597657.000000 Penalty: 5106.448730
	Iteration 2F: 3 clusters Score -3597657 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -3598689.250000 Penalty: 5106.448730
	Iteration 3F: 3 clusters Score -3598689 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -3599942.500000 Penalty: 5106.448730
	Iteration 4F: 3 clusters Score -3599942 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -3601177.750000 Penalty: 5106.448730
	Iteration 5F: 3 clusters Score -3601178 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -3602354.250000 Penalty: 5106.448730
	Iteration 6F: 3 clusters Score -3602354 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -3603378.250000 Penalty: 5106.448730
	Iteration 7F: 3 clusters Score -3603378 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -3604086.250000 Penalty: 5106.448730
	Iteration 8Q: 3 clusters Score -3604086 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -3604595.750000 Penalty: 5106.448730
	Iteration 9Q: 3 clusters Score -3604596 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -3604957.000000 Penalty: 5106.448730
	Iteration 10Q: 3 clusters Score -3604957 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -3605225.500000 Penalty: 5106.448730
	Iteration 11Q: 3 clusters Score -3605226 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -3605477.750000 Penalty: 5106.448730
	Iteration 12Q: 3 clusters Score -3605478 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -3605692.000000 Penalty: 5106.448730
	Iteration 13Q: 3 clusters Score -3605692 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -3605882.250000 Penalty: 5106.448730
	Iteration 14Q: 3 clusters Score -3605882 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -3606043.750000 Penalty: 5106.448730
	Iteration 15Q: 3 clusters Score -3606044 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -3606156.750000 Penalty: 5106.448730
	Iteration 16Q: 3 clusters Score -3606157 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -3606275.250000 Penalty: 5106.448730
	Iteration 17Q: 3 clusters Score -3606275 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -3606404.000000 Penalty: 5106.448730
	Iteration 18Q: 3 clusters Score -3606404 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -3606520.750000 Penalty: 5106.448730
	Iteration 19Q: 3 clusters Score -3606521 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -3606618.250000 Penalty: 5106.448730
	Iteration 20F: 3 clusters Score -3606618 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -3606690.250000 Penalty: 5106.448730
	Iteration 21Q: 3 clusters Score -3606690 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -3606771.750000 Penalty: 5106.448730
	Iteration 22Q: 3 clusters Score -3606772 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -3606841.250000 Penalty: 5106.448730
	Iteration 23Q: 3 clusters Score -3606841 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -3606916.250000 Penalty: 5106.448730
	Iteration 24Q: 3 clusters Score -3606916 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -3606983.750000 Penalty: 5106.448730
	Iteration 25Q: 3 clusters Score -3606984 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -3607065.500000 Penalty: 5106.448730
	Iteration 26Q: 3 clusters Score -3607066 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -3607138.500000 Penalty: 5106.448730
	Iteration 27Q: 3 clusters Score -3607138 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
Score: -3607211.000000 Penalty: 5106.448730
	Iteration 28Q: 3 clusters Score -3607211 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -3607253.500000 Penalty: 5106.448730
	Iteration 29Q: 3 clusters Score -3607254 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -3607308.750000 Penalty: 5106.448730
	Iteration 30Q: 3 clusters Score -3607309 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -3607355.750000 Penalty: 5106.448730
	Iteration 31Q: 3 clusters Score -3607356 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -3607397.250000 Penalty: 5106.448730
	Iteration 32Q: 3 clusters Score -3607397 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -3607431.000000 Penalty: 5106.448730
	Iteration 33Q: 3 clusters Score -3607431 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -3607476.000000 Penalty: 5106.448730
	Iteration 34Q: 3 clusters Score -3607476 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -3607501.750000 Penalty: 5106.448730
	Iteration 35Q: 3 clusters Score -3607502 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -3607541.000000 Penalty: 5106.448730
	Iteration 36Q: 3 clusters Score -3607541 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -3607573.000000 Penalty: 5106.448730
	Iteration 37Q: 3 clusters Score -3607573 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -3607587.750000 Penalty: 5106.448730
	Iteration 38Q: 3 clusters Score -3607588 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -3607603.000000 Penalty: 5106.448730
	Iteration 39Q: 3 clusters Score -3607603 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -3607632.500000 Penalty: 5106.448730
	Iteration 40F: 3 clusters Score -3607632 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -3607646.750000 Penalty: 5106.448730
	Iteration 41Q: 3 clusters Score -3607647 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -3607667.500000 Penalty: 5106.448730
	Iteration 42Q: 3 clusters Score -3607668 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -3607680.250000 Penalty: 5106.448730
	Iteration 43Q: 3 clusters Score -3607680 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -3607684.250000 Penalty: 5106.448730
	Iteration 44Q: 3 clusters Score -3607684 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -3607698.250000 Penalty: 5106.448730
	Iteration 45Q: 3 clusters Score -3607698 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -3607703.000000 Penalty: 5106.448730
	Iteration 46Q: 3 clusters Score -3607703 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -3607710.250000 Penalty: 5106.448730
	Iteration 47Q: 3 clusters Score -3607710 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
Score: -3607726.750000 Penalty: 5106.448730
	Iteration 48Q: 3 clusters Score -3607727 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -3607733.000000 Penalty: 5106.448730
	Iteration 49Q: 3 clusters Score -3607733 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -3607731.750000 Penalty: 5106.448730
	Iteration 50Q: 3 clusters Score -3607732 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 26668 members 
Entering Unmasked Estep 
Score: -3607739.500000 Penalty: 5106.448730
	Iteration 51Q: 3 clusters Score -3607740 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -3607743.500000 Penalty: 5106.448730
	Iteration 52Q: 3 clusters Score -3607744 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 26724 members 
Entering Unmasked Estep 
Score: -3607749.000000 Penalty: 5106.448730
	Iteration 53Q: 3 clusters Score -3607749 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 26758 members 
Entering Unmasked Estep 
Score: -3607753.500000 Penalty: 5106.448730
	Iteration 54Q: 3 clusters Score -3607754 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -3607764.750000 Penalty: 5106.448730
	Iteration 55Q: 3 clusters Score -3607765 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 26851 members 
Entering Unmasked Estep 
Score: -3607779.500000 Penalty: 5106.448730
	Iteration 56Q: 3 clusters Score -3607780 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
Score: -3607779.750000 Penalty: 5106.448730
	Iteration 57Q: 3 clusters Score -3607780 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -3607791.250000 Penalty: 5106.448730
	Iteration 58Q: 3 clusters Score -3607791 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -3607794.750000 Penalty: 5106.448730
	Iteration 59Q: 3 clusters Score -3607795 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -3607797.500000 Penalty: 5106.448730
	Iteration 60F: 3 clusters Score -3607798 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -3607803.250000 Penalty: 5106.448730
	Iteration 61Q: 3 clusters Score -3607803 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -3607809.250000 Penalty: 5106.448730
	Iteration 62Q: 3 clusters Score -3607809 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -3607815.000000 Penalty: 5106.448730
	Iteration 63Q: 3 clusters Score -3607815 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -3607814.750000 Penalty: 5106.448730
	Iteration 64Q: 3 clusters Score -3607815 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -3607828.250000 Penalty: 5106.448730
	Iteration 65Q: 3 clusters Score -3607828 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 27178 members 
Entering Unmasked Estep 
Score: -3607835.750000 Penalty: 5106.448730
	Iteration 66Q: 3 clusters Score -3607836 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -3607849.250000 Penalty: 5106.448730
	Iteration 67Q: 3 clusters Score -3607849 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 27252 members 
Entering Unmasked Estep 
Score: -3607854.000000 Penalty: 5106.448730
	Iteration 68Q: 3 clusters Score -3607854 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -3607857.750000 Penalty: 5106.448730
	Iteration 69Q: 3 clusters Score -3607858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -3607855.250000 Penalty: 5106.448730
	Iteration 70Q: 3 clusters Score -3607855 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -3607857.000000 Penalty: 5106.448730
	Iteration 71Q: 3 clusters Score -3607857 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -3607869.750000 Penalty: 5106.448730
	Iteration 72Q: 3 clusters Score -3607870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -3607869.750000 Penalty: 5106.448730
	Iteration 73Q: 3 clusters Score -3607870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -3607872.250000 Penalty: 5106.448730
	Iteration 74Q: 3 clusters Score -3607872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -3607874.250000 Penalty: 5106.448730
	Iteration 75Q: 3 clusters Score -3607874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -3607879.250000 Penalty: 5106.448730
	Iteration 76Q: 3 clusters Score -3607879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -3607883.500000 Penalty: 5106.448730
	Iteration 77Q: 3 clusters Score -3607884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -3607880.750000 Penalty: 5106.448730
	Iteration 78Q: 3 clusters Score -3607881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -3607881.750000 Penalty: 5106.448730
	Iteration 79Q: 3 clusters Score -3607882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -3607885.750000 Penalty: 5106.448730
	Iteration 80F: 3 clusters Score -3607886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -3607886.500000 Penalty: 5106.448730
	Iteration 81Q: 3 clusters Score -3607886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -3607885.000000 Penalty: 5106.448730
	Iteration 82Q: 3 clusters Score -3607885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -3607889.000000 Penalty: 5106.448730
	Iteration 83Q: 3 clusters Score -3607889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -3607890.750000 Penalty: 5106.448730
	Iteration 84Q: 3 clusters Score -3607891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -3607887.000000 Penalty: 5106.448730
	Iteration 85Q: 3 clusters Score -3607887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -3607887.000000 Penalty: 5106.448730
	Iteration 86Q: 3 clusters Score -3607887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -3607884.250000 Penalty: 5106.448730
	Iteration 87Q: 3 clusters Score -3607884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -3607894.000000 Penalty: 5106.448730
	Iteration 88Q: 3 clusters Score -3607894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -3607892.000000 Penalty: 5106.448730
	Iteration 89Q: 3 clusters Score -3607892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -3607896.000000 Penalty: 5106.448730
	Iteration 90Q: 3 clusters Score -3607896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 27455 members 
Entering Unmasked Estep 
Score: -3607897.750000 Penalty: 5106.448730
	Iteration 91Q: 3 clusters Score -3607898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 27465 members 
Entering Unmasked Estep 
Score: -3607894.500000 Penalty: 5106.448730
	Iteration 92Q: 3 clusters Score -3607894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -3607901.750000 Penalty: 5106.448730
	Iteration 93Q: 3 clusters Score -3607902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 27484 members 
Entering Unmasked Estep 
Score: -3607906.500000 Penalty: 5106.448730
	Iteration 94Q: 3 clusters Score -3607906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -3607911.750000 Penalty: 5106.448730
	Iteration 95Q: 3 clusters Score -3607912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -3607907.750000 Penalty: 5106.448730
	Iteration 96Q: 3 clusters Score -3607908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -3607908.000000 Penalty: 5106.448730
	Iteration 97Q: 3 clusters Score -3607908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -3607914.000000 Penalty: 5106.448730
	Iteration 98Q: 3 clusters Score -3607914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -3607917.250000 Penalty: 5106.448730
	Iteration 99Q: 3 clusters Score -3607917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -3607920.250000 Penalty: 5106.448730
	Iteration 100F: 3 clusters Score -3607920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -3607918.250000 Penalty: 5106.448730
	Iteration 101Q: 3 clusters Score -3607918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -3607923.750000 Penalty: 5106.448730
	Iteration 102Q: 3 clusters Score -3607924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 27562 members 
Entering Unmasked Estep 
Score: -3607927.750000 Penalty: 5106.448730
	Iteration 103Q: 3 clusters Score -3607928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -3607923.750000 Penalty: 5106.448730
	Iteration 104Q: 3 clusters Score -3607924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -3607922.000000 Penalty: 5106.448730
	Iteration 105Q: 3 clusters Score -3607922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -3607926.750000 Penalty: 5106.448730
	Iteration 106Q: 3 clusters Score -3607927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -3607928.500000 Penalty: 5106.448730
	Iteration 107Q: 3 clusters Score -3607928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -3607931.500000 Penalty: 5106.448730
	Iteration 108Q: 3 clusters Score -3607932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -3607941.500000 Penalty: 5106.448730
	Iteration 109Q: 3 clusters Score -3607942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -3607942.250000 Penalty: 5106.448730
	Iteration 110Q: 3 clusters Score -3607942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -3607948.250000 Penalty: 5106.448730
	Iteration 111Q: 3 clusters Score -3607948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -3607953.000000 Penalty: 5106.448730
	Iteration 112Q: 3 clusters Score -3607953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -3607957.250000 Penalty: 5106.448730
	Iteration 113Q: 3 clusters Score -3607957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 27676 members 
Entering Unmasked Estep 
Score: -3607962.000000 Penalty: 5106.448730
	Iteration 114Q: 3 clusters Score -3607962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 27683 members 
Entering Unmasked Estep 
Score: -3607958.000000 Penalty: 5106.448730
	Iteration 115Q: 3 clusters Score -3607958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 27684 members 
Entering Unmasked Estep 
Score: -3607958.500000 Penalty: 5106.448730
	Iteration 116Q: 3 clusters Score -3607958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -3607960.500000 Penalty: 5106.448730
	Iteration 117Q: 3 clusters Score -3607960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -3607959.500000 Penalty: 5106.448730
	Iteration 118Q: 3 clusters Score -3607960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 27689 members 
Entering Unmasked Estep 
Score: -3607957.250000 Penalty: 5106.448730
	Iteration 119Q: 3 clusters Score -3607957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -3607959.500000 Penalty: 5106.448730
	Iteration 120F: 3 clusters Score -3607960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 27693 members 
Entering Unmasked Estep 
Score: -3607959.250000 Penalty: 5106.448730
	Iteration 121Q: 3 clusters Score -3607959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -3607962.750000 Penalty: 5106.448730
	Iteration 122Q: 3 clusters Score -3607963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -3607962.750000 Penalty: 5106.448730
	Iteration 123F: 3 clusters Score -3607963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Entering Unmasked Estep 
Score: -1656922.375000 Penalty: 2364.202881
	Iteration 0F: 2 clusters Score -1656922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1646740.250000 Penalty: 4728.405762
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Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 6812 members 
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Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 6491 members 
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	Iteration 4F: 3 clusters Score -1651550 nChanged 928
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Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 5825 members 
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	Iteration 6F: 3 clusters Score -1653228 nChanged 951
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Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 5576 members 
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	Iteration 7F: 3 clusters Score -1654065 nChanged 805
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Mstep: Class 2 contains 5453 members 
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Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 5436 members 
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Mstep: Class 1 contains 8367 members 
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Mstep: Class 1 contains 8372 members 
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	Iteration 12Q: 3 clusters Score -1655766 nChanged 184
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Mstep: Class 1 contains 8384 members 
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	Iteration 13Q: 3 clusters Score -1655830 nChanged 122
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Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 5395 members 
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Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 5369 members 
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	Iteration 15Q: 3 clusters Score -1655886 nChanged 78
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Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8522 members 
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Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1655923 nChanged 39
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Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1655934 nChanged 20
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Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1655934 nChanged 20
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Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1655936 nChanged 18
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Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1655942 nChanged 11
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Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1655945 nChanged 11
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Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1655948 nChanged 10
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Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 5163 members 
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	Iteration 26Q: 3 clusters Score -1655945 nChanged 8
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Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 5157 members 
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	Iteration 27Q: 3 clusters Score -1655956 nChanged 10
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Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 5149 members 
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	Iteration 28Q: 3 clusters Score -1655956 nChanged 18
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Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1655961 nChanged 16
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Mstep: Class 1 contains 8688 members 
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	Iteration 30Q: 3 clusters Score -1655961 nChanged 11
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Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 5114 members 
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Mstep: Class 1 contains 8708 members 
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	Iteration 32Q: 3 clusters Score -1655972 nChanged 21
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Mstep: Class 1 contains 8725 members 
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	Iteration 33Q: 3 clusters Score -1655974 nChanged 19
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Mstep: Class 1 contains 8742 members 
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	Iteration 35Q: 3 clusters Score -1655985 nChanged 25
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Mstep: Class 1 contains 8785 members 
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	Iteration 36Q: 3 clusters Score -1655994 nChanged 37
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Mstep: Class 1 contains 8816 members 
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Mstep: Class 1 contains 8837 members 
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Mstep: Class 1 contains 8873 members 
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	Iteration 39Q: 3 clusters Score -1656012 nChanged 42
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Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 4900 members 
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	Iteration 40F: 3 clusters Score -1656028 nChanged 34
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Mstep: Class 1 contains 8937 members 
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	Iteration 41Q: 3 clusters Score -1656037 nChanged 36
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Mstep: Class 1 contains 8969 members 
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Mstep: Class 1 contains 8994 members 
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	Iteration 43Q: 3 clusters Score -1656055 nChanged 31
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Mstep: Class 1 contains 9015 members 
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Mstep: Class 1 contains 9044 members 
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	Iteration 45Q: 3 clusters Score -1656069 nChanged 29
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Mstep: Class 1 contains 9073 members 
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	Iteration 46Q: 3 clusters Score -1656077 nChanged 23
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Mstep: Class 1 contains 9096 members 
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	Iteration 47Q: 3 clusters Score -1656080 nChanged 26
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Mstep: Class 1 contains 9118 members 
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	Iteration 48Q: 3 clusters Score -1656084 nChanged 16
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Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 4675 members 
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	Iteration 49Q: 3 clusters Score -1656085 nChanged 11
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Mstep: Class 1 contains 9143 members 
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	Iteration 50Q: 3 clusters Score -1656089 nChanged 4
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Mstep: Class 1 contains 9147 members 
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	Iteration 51Q: 3 clusters Score -1656092 nChanged 6
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Mstep: Class 1 contains 9153 members 
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	Iteration 52Q: 3 clusters Score -1656090 nChanged 4
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	Iteration 53Q: 3 clusters Score -1656093 nChanged 6
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	Iteration 54Q: 3 clusters Score -1656087 nChanged 10
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Mstep: Class 1 contains 9173 members 
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	Iteration 55Q: 3 clusters Score -1656089 nChanged 5
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Mstep: Class 1 contains 9176 members 
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	Iteration 56Q: 3 clusters Score -1656092 nChanged 5
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Mstep: Class 1 contains 9181 members 
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	Iteration 57Q: 3 clusters Score -1656092 nChanged 5
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Mstep: Class 1 contains 9184 members 
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	Iteration 58Q: 3 clusters Score -1656093 nChanged 9
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Mstep: Class 1 contains 9193 members 
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	Iteration 59Q: 3 clusters Score -1656089 nChanged 10
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Mstep: Class 1 contains 9201 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1656091 nChanged 9
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Mstep: Class 1 contains 9206 members 
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	Iteration 61Q: 3 clusters Score -1656096 nChanged 10
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Mstep: Class 1 contains 9216 members 
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	Iteration 62Q: 3 clusters Score -1656096 nChanged 14
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Mstep: Class 1 contains 9226 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1656104 nChanged 12
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Mstep: Class 1 contains 9234 members 
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	Iteration 64Q: 3 clusters Score -1656104 nChanged 13
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1656107 nChanged 20
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Mstep: Class 1 contains 9261 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1656114 nChanged 26
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Mstep: Class 1 contains 9283 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1656126 nChanged 28
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	Iteration 68Q: 3 clusters Score -1656123 nChanged 23
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Mstep: Class 1 contains 9330 members 
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	Iteration 69Q: 3 clusters Score -1656131 nChanged 18
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Mstep: Class 1 contains 9340 members 
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	Iteration 70Q: 3 clusters Score -1656136 nChanged 13
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Mstep: Class 1 contains 9347 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1656140 nChanged 13
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Mstep: Class 1 contains 9358 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1656141 nChanged 12
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Mstep: Class 1 contains 9370 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1656138 nChanged 14
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Mstep: Class 1 contains 9384 members 
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	Iteration 74Q: 3 clusters Score -1656144 nChanged 18
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	Iteration 75Q: 3 clusters Score -1656149 nChanged 20
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Mstep: Class 1 contains 9422 members 
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	Iteration 76Q: 3 clusters Score -1656149 nChanged 21
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Mstep: Class 1 contains 9443 members 
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	Iteration 77Q: 3 clusters Score -1656155 nChanged 17
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Mstep: Class 1 contains 9460 members 
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	Iteration 78Q: 3 clusters Score -1656163 nChanged 15
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Mstep: Class 1 contains 9473 members 
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	Iteration 79Q: 3 clusters Score -1656164 nChanged 16
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Mstep: Class 1 contains 9487 members 
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	Iteration 80F: 3 clusters Score -1656171 nChanged 22
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Mstep: Class 1 contains 9509 members 
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	Iteration 81Q: 3 clusters Score -1656176 nChanged 27
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Mstep: Class 1 contains 9536 members 
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	Iteration 82Q: 3 clusters Score -1656194 nChanged 35
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Mstep: Class 1 contains 9567 members 
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	Iteration 83Q: 3 clusters Score -1656207 nChanged 36
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Mstep: Class 1 contains 9597 members 
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	Iteration 84Q: 3 clusters Score -1656234 nChanged 42
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Mstep: Class 1 contains 9633 members 
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	Iteration 85Q: 3 clusters Score -1656249 nChanged 47
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Mstep: Class 1 contains 9672 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1656280 nChanged 66
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Mstep: Class 1 contains 9722 members 
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	Iteration 87Q: 3 clusters Score -1656315 nChanged 55
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Mstep: Class 1 contains 9763 members 
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	Iteration 88Q: 3 clusters Score -1656331 nChanged 43
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Mstep: Class 1 contains 9802 members 
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	Iteration 89Q: 3 clusters Score -1656346 nChanged 35
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Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1656354 nChanged 31
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Mstep: Class 1 contains 9866 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1656362 nChanged 26
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Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 3919 members 
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	Iteration 92Q: 3 clusters Score -1656368 nChanged 18
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Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1656372.000000 Penalty: 4728.405762
	Iteration 93Q: 3 clusters Score -1656372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1656375.875000 Penalty: 4728.405762
	Iteration 94Q: 3 clusters Score -1656376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1656379.875000 Penalty: 4728.405762
	Iteration 95Q: 3 clusters Score -1656380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1656377.875000 Penalty: 4728.405762
	Iteration 96Q: 3 clusters Score -1656378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1656377.875000 Penalty: 4728.405762
	Iteration 97F: 3 clusters Score -1656378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Entering Unmasked Estep 
Score: -695784.375000 Penalty: 2150.649170
	Iteration 0F: 2 clusters Score -695784.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -690727.437500 Penalty: 4301.298340
	Iteration 0F: 3 clusters Score -690727.4 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -692044.437500 Penalty: 4301.298340
	Iteration 1F: 3 clusters Score -692044.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -692269.312500 Penalty: 4301.298340
	Iteration 2F: 3 clusters Score -692269.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -692390.437500 Penalty: 4301.298340
	Iteration 3Q: 3 clusters Score -692390.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -692483.375000 Penalty: 4301.298340
	Iteration 4Q: 3 clusters Score -692483.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -692571.187500 Penalty: 4301.298340
	Iteration 5Q: 3 clusters Score -692571.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -692641.687500 Penalty: 4301.298340
	Iteration 6Q: 3 clusters Score -692641.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -692700.437500 Penalty: 4301.298340
	Iteration 7Q: 3 clusters Score -692700.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -692760.562500 Penalty: 4301.298340
	Iteration 8Q: 3 clusters Score -692760.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -692815.250000 Penalty: 4301.298340
	Iteration 9Q: 3 clusters Score -692815.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -692855.875000 Penalty: 4301.298340
	Iteration 10Q: 3 clusters Score -692855.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -692898.500000 Penalty: 4301.298340
	Iteration 11Q: 3 clusters Score -692898.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -692935.312500 Penalty: 4301.298340
	Iteration 12Q: 3 clusters Score -692935.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -692967.375000 Penalty: 4301.298340
	Iteration 13Q: 3 clusters Score -692967.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -692986.437500 Penalty: 4301.298340
	Iteration 14Q: 3 clusters Score -692986.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -693004.062500 Penalty: 4301.298340
	Iteration 15Q: 3 clusters Score -693004.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -693017.500000 Penalty: 4301.298340
	Iteration 16Q: 3 clusters Score -693017.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -693033.750000 Penalty: 4301.298340
	Iteration 17Q: 3 clusters Score -693033.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -693045.312500 Penalty: 4301.298340
	Iteration 18Q: 3 clusters Score -693045.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -693066.500000 Penalty: 4301.298340
	Iteration 19Q: 3 clusters Score -693066.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -693083.562500 Penalty: 4301.298340
	Iteration 20F: 3 clusters Score -693083.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -693097.125000 Penalty: 4301.298340
	Iteration 21Q: 3 clusters Score -693097.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -693105.812500 Penalty: 4301.298340
	Iteration 22Q: 3 clusters Score -693105.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -693113.187500 Penalty: 4301.298340
	Iteration 23Q: 3 clusters Score -693113.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -693124.000000 Penalty: 4301.298340
	Iteration 24Q: 3 clusters Score -693124 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -693133.250000 Penalty: 4301.298340
	Iteration 25Q: 3 clusters Score -693133.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -693143.750000 Penalty: 4301.298340
	Iteration 26Q: 3 clusters Score -693143.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -693154.500000 Penalty: 4301.298340
	Iteration 27Q: 3 clusters Score -693154.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -693166.000000 Penalty: 4301.298340
	Iteration 28Q: 3 clusters Score -693166 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -693175.062500 Penalty: 4301.298340
	Iteration 29Q: 3 clusters Score -693175.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -693182.250000 Penalty: 4301.298340
	Iteration 30Q: 3 clusters Score -693182.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -693195.500000 Penalty: 4301.298340
	Iteration 31Q: 3 clusters Score -693195.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -693208.750000 Penalty: 4301.298340
	Iteration 32Q: 3 clusters Score -693208.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -693218.375000 Penalty: 4301.298340
	Iteration 33Q: 3 clusters Score -693218.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -693225.312500 Penalty: 4301.298340
	Iteration 34Q: 3 clusters Score -693225.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -693232.937500 Penalty: 4301.298340
	Iteration 35Q: 3 clusters Score -693232.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -693242.000000 Penalty: 4301.298340
	Iteration 36Q: 3 clusters Score -693242 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -693250.750000 Penalty: 4301.298340
	Iteration 37Q: 3 clusters Score -693250.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -693256.687500 Penalty: 4301.298340
	Iteration 38Q: 3 clusters Score -693256.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -693260.562500 Penalty: 4301.298340
	Iteration 39Q: 3 clusters Score -693260.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -693263.000000 Penalty: 4301.298340
	Iteration 40F: 3 clusters Score -693263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -693265.312500 Penalty: 4301.298340
	Iteration 41Q: 3 clusters Score -693265.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -693268.312500 Penalty: 4301.298340
	Iteration 42Q: 3 clusters Score -693268.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -693268.062500 Penalty: 4301.298340
	Iteration 43Q: 3 clusters Score -693268.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -693268.375000 Penalty: 4301.298340
	Iteration 44Q: 3 clusters Score -693268.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -693268.312500 Penalty: 4301.298340
	Iteration 45Q: 3 clusters Score -693268.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -693269.062500 Penalty: 4301.298340
	Iteration 46Q: 3 clusters Score -693269.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -693272.062500 Penalty: 4301.298340
	Iteration 47Q: 3 clusters Score -693272.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -693274.000000 Penalty: 4301.298340
	Iteration 48Q: 3 clusters Score -693274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -693279.250000 Penalty: 4301.298340
	Iteration 49Q: 3 clusters Score -693279.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -693280.437500 Penalty: 4301.298340
	Iteration 50Q: 3 clusters Score -693280.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -693281.250000 Penalty: 4301.298340
	Iteration 51Q: 3 clusters Score -693281.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -693283.062500 Penalty: 4301.298340
	Iteration 52Q: 3 clusters Score -693283.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -693286.812500 Penalty: 4301.298340
	Iteration 53Q: 3 clusters Score -693286.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -693290.187500 Penalty: 4301.298340
	Iteration 54Q: 3 clusters Score -693290.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -693292.750000 Penalty: 4301.298340
	Iteration 55Q: 3 clusters Score -693292.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -693296.812500 Penalty: 4301.298340
	Iteration 56Q: 3 clusters Score -693296.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -693302.625000 Penalty: 4301.298340
	Iteration 57Q: 3 clusters Score -693302.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -693308.812500 Penalty: 4301.298340
	Iteration 58Q: 3 clusters Score -693308.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -693315.187500 Penalty: 4301.298340
	Iteration 59Q: 3 clusters Score -693315.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -693323.125000 Penalty: 4301.298340
	Iteration 60F: 3 clusters Score -693323.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -693328.000000 Penalty: 4301.298340
	Iteration 61Q: 3 clusters Score -693328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -693331.750000 Penalty: 4301.298340
	Iteration 62Q: 3 clusters Score -693331.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -693336.562500 Penalty: 4301.298340
	Iteration 63Q: 3 clusters Score -693336.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -693341.625000 Penalty: 4301.298340
	Iteration 64Q: 3 clusters Score -693341.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -693345.187500 Penalty: 4301.298340
	Iteration 65Q: 3 clusters Score -693345.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -693350.187500 Penalty: 4301.298340
	Iteration 66Q: 3 clusters Score -693350.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -693354.562500 Penalty: 4301.298340
	Iteration 67Q: 3 clusters Score -693354.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -693361.187500 Penalty: 4301.298340
	Iteration 68Q: 3 clusters Score -693361.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -693365.062500 Penalty: 4301.298340
	Iteration 69Q: 3 clusters Score -693365.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -693369.250000 Penalty: 4301.298340
	Iteration 70Q: 3 clusters Score -693369.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -693376.000000 Penalty: 4301.298340
	Iteration 71Q: 3 clusters Score -693376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -693380.062500 Penalty: 4301.298340
	Iteration 72Q: 3 clusters Score -693380.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -693384.125000 Penalty: 4301.298340
	Iteration 73Q: 3 clusters Score -693384.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -693388.312500 Penalty: 4301.298340
	Iteration 74Q: 3 clusters Score -693388.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -693396.687500 Penalty: 4301.298340
	Iteration 75Q: 3 clusters Score -693396.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -693398.000000 Penalty: 4301.298340
	Iteration 76Q: 3 clusters Score -693398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -693403.375000 Penalty: 4301.298340
	Iteration 77Q: 3 clusters Score -693403.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -693407.312500 Penalty: 4301.298340
	Iteration 78Q: 3 clusters Score -693407.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -693408.187500 Penalty: 4301.298340
	Iteration 79Q: 3 clusters Score -693408.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -693411.937500 Penalty: 4301.298340
	Iteration 80F: 3 clusters Score -693411.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -693413.500000 Penalty: 4301.298340
	Iteration 81Q: 3 clusters Score -693413.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -693416.750000 Penalty: 4301.298340
	Iteration 82Q: 3 clusters Score -693416.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -693418.937500 Penalty: 4301.298340
	Iteration 83Q: 3 clusters Score -693418.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -693420.562500 Penalty: 4301.298340
	Iteration 84Q: 3 clusters Score -693420.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -693423.750000 Penalty: 4301.298340
	Iteration 85Q: 3 clusters Score -693423.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -693431.062500 Penalty: 4301.298340
	Iteration 86Q: 3 clusters Score -693431.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -693436.125000 Penalty: 4301.298340
	Iteration 87Q: 3 clusters Score -693436.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -693438.687500 Penalty: 4301.298340
	Iteration 88Q: 3 clusters Score -693438.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -693442.875000 Penalty: 4301.298340
	Iteration 89Q: 3 clusters Score -693442.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -693444.812500 Penalty: 4301.298340
	Iteration 90Q: 3 clusters Score -693444.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -693447.250000 Penalty: 4301.298340
	Iteration 91Q: 3 clusters Score -693447.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -693450.312500 Penalty: 4301.298340
	Iteration 92Q: 3 clusters Score -693450.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -693453.250000 Penalty: 4301.298340
	Iteration 93Q: 3 clusters Score -693453.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -693456.125000 Penalty: 4301.298340
	Iteration 94Q: 3 clusters Score -693456.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -693463.437500 Penalty: 4301.298340
	Iteration 95Q: 3 clusters Score -693463.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -693470.750000 Penalty: 4301.298340
	Iteration 96Q: 3 clusters Score -693470.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -693476.500000 Penalty: 4301.298340
	Iteration 97Q: 3 clusters Score -693476.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -693482.687500 Penalty: 4301.298340
	Iteration 98Q: 3 clusters Score -693482.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -693487.937500 Penalty: 4301.298340
	Iteration 99Q: 3 clusters Score -693487.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -693491.937500 Penalty: 4301.298340
	Iteration 100F: 3 clusters Score -693491.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -693495.937500 Penalty: 4301.298340
	Iteration 101Q: 3 clusters Score -693495.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -693501.687500 Penalty: 4301.298340
	Iteration 102Q: 3 clusters Score -693501.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -693505.687500 Penalty: 4301.298340
	Iteration 103Q: 3 clusters Score -693505.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -693508.437500 Penalty: 4301.298340
	Iteration 104Q: 3 clusters Score -693508.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -693512.750000 Penalty: 4301.298340
	Iteration 105Q: 3 clusters Score -693512.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -693515.750000 Penalty: 4301.298340
	Iteration 106Q: 3 clusters Score -693515.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -693517.750000 Penalty: 4301.298340
	Iteration 107Q: 3 clusters Score -693517.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -693518.062500 Penalty: 4301.298340
	Iteration 108Q: 3 clusters Score -693518.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -693521.000000 Penalty: 4301.298340
	Iteration 109Q: 3 clusters Score -693521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -693523.062500 Penalty: 4301.298340
	Iteration 110Q: 3 clusters Score -693523.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -693527.437500 Penalty: 4301.298340
	Iteration 111Q: 3 clusters Score -693527.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -693532.125000 Penalty: 4301.298340
	Iteration 112Q: 3 clusters Score -693532.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -693538.250000 Penalty: 4301.298340
	Iteration 113Q: 3 clusters Score -693538.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -693543.062500 Penalty: 4301.298340
	Iteration 114Q: 3 clusters Score -693543.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -693546.812500 Penalty: 4301.298340
	Iteration 115Q: 3 clusters Score -693546.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -693550.500000 Penalty: 4301.298340
	Iteration 116Q: 3 clusters Score -693550.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -693551.312500 Penalty: 4301.298340
	Iteration 117Q: 3 clusters Score -693551.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -693553.625000 Penalty: 4301.298340
	Iteration 118Q: 3 clusters Score -693553.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -693555.437500 Penalty: 4301.298340
	Iteration 119Q: 3 clusters Score -693555.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -693556.250000 Penalty: 4301.298340
	Iteration 120F: 3 clusters Score -693556.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -693557.000000 Penalty: 4301.298340
	Iteration 121Q: 3 clusters Score -693557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -693559.000000 Penalty: 4301.298340
	Iteration 122Q: 3 clusters Score -693559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -693559.875000 Penalty: 4301.298340
	Iteration 123Q: 3 clusters Score -693559.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -693559.500000 Penalty: 4301.298340
	Iteration 124Q: 3 clusters Score -693559.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -693560.812500 Penalty: 4301.298340
	Iteration 125Q: 3 clusters Score -693560.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -693563.062500 Penalty: 4301.298340
	Iteration 126Q: 3 clusters Score -693563.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -693565.062500 Penalty: 4301.298340
	Iteration 127Q: 3 clusters Score -693565.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -693563.937500 Penalty: 4301.298340
	Iteration 128Q: 3 clusters Score -693563.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -693565.875000 Penalty: 4301.298340
	Iteration 129Q: 3 clusters Score -693565.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -693566.875000 Penalty: 4301.298340
	Iteration 130Q: 3 clusters Score -693566.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -693568.625000 Penalty: 4301.298340
	Iteration 131Q: 3 clusters Score -693568.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -693571.125000 Penalty: 4301.298340
	Iteration 132Q: 3 clusters Score -693571.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -693572.375000 Penalty: 4301.298340
	Iteration 133Q: 3 clusters Score -693572.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -693573.625000 Penalty: 4301.298340
	Iteration 134Q: 3 clusters Score -693573.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -693575.687500 Penalty: 4301.298340
	Iteration 135Q: 3 clusters Score -693575.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -693575.812500 Penalty: 4301.298340
	Iteration 136Q: 3 clusters Score -693575.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -693576.250000 Penalty: 4301.298340
	Iteration 137Q: 3 clusters Score -693576.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -693576.625000 Penalty: 4301.298340
	Iteration 138Q: 3 clusters Score -693576.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -693578.750000 Penalty: 4301.298340
	Iteration 139Q: 3 clusters Score -693578.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -693578.625000 Penalty: 4301.298340
	Iteration 140F: 3 clusters Score -693578.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -693582.062500 Penalty: 4301.298340
	Iteration 141Q: 3 clusters Score -693582.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -693582.937500 Penalty: 4301.298340
	Iteration 142Q: 3 clusters Score -693582.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -693585.500000 Penalty: 4301.298340
	Iteration 143Q: 3 clusters Score -693585.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -693589.250000 Penalty: 4301.298340
	Iteration 144Q: 3 clusters Score -693589.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -693593.625000 Penalty: 4301.298340
	Iteration 145Q: 3 clusters Score -693593.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -693596.187500 Penalty: 4301.298340
	Iteration 146Q: 3 clusters Score -693596.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -693597.375000 Penalty: 4301.298340
	Iteration 147Q: 3 clusters Score -693597.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -693598.062500 Penalty: 4301.298340
	Iteration 148Q: 3 clusters Score -693598.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -693596.562500 Penalty: 4301.298340
	Iteration 149Q: 3 clusters Score -693596.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -693597.875000 Penalty: 4301.298340
	Iteration 150Q: 3 clusters Score -693597.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -693597.875000 Penalty: 4301.298340
	Iteration 151F: 3 clusters Score -693597.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (55502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55502 members 
Entering Unmasked Estep 
Score: -6790117.500000 Penalty: 2709.195312
	Iteration 0F: 2 clusters Score -6790118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -6752809.500000 Penalty: 5418.390625
	Iteration 0F: 3 clusters Score -6752810 nChanged 25774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29519 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -6767105.500000 Penalty: 5418.390625
	Iteration 1F: 3 clusters Score -6767106 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -6767833.500000 Penalty: 5418.390625
	Iteration 2Q: 3 clusters Score -6767834 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -6768607.000000 Penalty: 5418.390625
	Iteration 3Q: 3 clusters Score -6768607 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -6769680.500000 Penalty: 5418.390625
	Iteration 4Q: 3 clusters Score -6769680 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35897 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -6771280.500000 Penalty: 5418.390625
	Iteration 5F: 3 clusters Score -6771280 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -6773627.500000 Penalty: 5418.390625
	Iteration 6F: 3 clusters Score -6773628 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42762 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -6776876.500000 Penalty: 5418.390625
	Iteration 7F: 3 clusters Score -6776876 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46527 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -6780350.500000 Penalty: 5418.390625
	Iteration 8F: 3 clusters Score -6780350 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49653 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -6783220.500000 Penalty: 5418.390625
	Iteration 9F: 3 clusters Score -6783220 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51791 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -6785187.000000 Penalty: 5418.390625
	Iteration 10Q: 3 clusters Score -6785187 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53104 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -6786302.000000 Penalty: 5418.390625
	Iteration 11Q: 3 clusters Score -6786302 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53841 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -6786890.500000 Penalty: 5418.390625
	Iteration 12Q: 3 clusters Score -6786890 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54271 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -6787244.000000 Penalty: 5418.390625
	Iteration 13Q: 3 clusters Score -6787244 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54523 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -6787455.000000 Penalty: 5418.390625
	Iteration 14Q: 3 clusters Score -6787455 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54665 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -6787558.000000 Penalty: 5418.390625
	Iteration 15Q: 3 clusters Score -6787558 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54753 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -6787629.000000 Penalty: 5418.390625
	Iteration 16Q: 3 clusters Score -6787629 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54808 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -6787681.500000 Penalty: 5418.390625
	Iteration 17Q: 3 clusters Score -6787682 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54843 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -6787718.000000 Penalty: 5418.390625
	Iteration 18Q: 3 clusters Score -6787718 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54871 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -6787746.500000 Penalty: 5418.390625
	Iteration 19Q: 3 clusters Score -6787746 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54896 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -6787773.000000 Penalty: 5418.390625
	Iteration 20F: 3 clusters Score -6787773 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54915 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -6787782.000000 Penalty: 5418.390625
	Iteration 21Q: 3 clusters Score -6787782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54929 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -6787800.500000 Penalty: 5418.390625
	Iteration 22Q: 3 clusters Score -6787800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54937 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -6787816.500000 Penalty: 5418.390625
	Iteration 23Q: 3 clusters Score -6787816 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54937 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -6787824.500000 Penalty: 5418.390625
	Iteration 24Q: 3 clusters Score -6787824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54944 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -6787838.000000 Penalty: 5418.390625
	Iteration 25Q: 3 clusters Score -6787838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54948 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -6787853.500000 Penalty: 5418.390625
	Iteration 26Q: 3 clusters Score -6787854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54952 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -6787853.500000 Penalty: 5418.390625
	Iteration 27Q: 3 clusters Score -6787854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54950 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6787854.500000 Penalty: 5418.390625
	Iteration 28Q: 3 clusters Score -6787854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54949 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -6787862.000000 Penalty: 5418.390625
	Iteration 29Q: 3 clusters Score -6787862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54951 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -6787868.500000 Penalty: 5418.390625
	Iteration 30Q: 3 clusters Score -6787868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54958 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -6787878.000000 Penalty: 5418.390625
	Iteration 31Q: 3 clusters Score -6787878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54963 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -6787876.000000 Penalty: 5418.390625
	Iteration 32Q: 3 clusters Score -6787876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54965 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -6787879.500000 Penalty: 5418.390625
	Iteration 33Q: 3 clusters Score -6787880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54966 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -6787879.000000 Penalty: 5418.390625
	Iteration 34Q: 3 clusters Score -6787879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54968 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -6787885.500000 Penalty: 5418.390625
	Iteration 35Q: 3 clusters Score -6787886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54971 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -6787880.000000 Penalty: 5418.390625
	Iteration 36Q: 3 clusters Score -6787880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54971 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -6787880.000000 Penalty: 5418.390625
	Iteration 37F: 3 clusters Score -6787880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (26662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Entering Unmasked Estep 
Score: -3254169.000000 Penalty: 2527.366699
	Iteration 0F: 2 clusters Score -3254169 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 13265 members 
Entering Unmasked Estep 
Score: -3235761.250000 Penalty: 5054.733398
	Iteration 0F: 3 clusters Score -3235761 nChanged 11853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -3242395.750000 Penalty: 5054.733398
	Iteration 1F: 3 clusters Score -3242396 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -3243261.750000 Penalty: 5054.733398
	Iteration 2F: 3 clusters Score -3243262 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -3244499.750000 Penalty: 5054.733398
	Iteration 3F: 3 clusters Score -3244500 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -3246151.250000 Penalty: 5054.733398
	Iteration 4F: 3 clusters Score -3246151 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -3247992.500000 Penalty: 5054.733398
	Iteration 5F: 3 clusters Score -3247992 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -3249810.500000 Penalty: 5054.733398
	Iteration 6F: 3 clusters Score -3249810 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -3251158.000000 Penalty: 5054.733398
	Iteration 7F: 3 clusters Score -3251158 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -3252025.500000 Penalty: 5054.733398
	Iteration 8Q: 3 clusters Score -3252026 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -3252576.750000 Penalty: 5054.733398
	Iteration 9Q: 3 clusters Score -3252577 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -3252954.500000 Penalty: 5054.733398
	Iteration 10Q: 3 clusters Score -3252954 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -3253184.250000 Penalty: 5054.733398
	Iteration 11Q: 3 clusters Score -3253184 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -3253348.250000 Penalty: 5054.733398
	Iteration 12Q: 3 clusters Score -3253348 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3253434.750000 Penalty: 5054.733398
	Iteration 13Q: 3 clusters Score -3253435 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3253499.250000 Penalty: 5054.733398
	Iteration 14Q: 3 clusters Score -3253499 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -3253542.750000 Penalty: 5054.733398
	Iteration 15Q: 3 clusters Score -3253543 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3253568.000000 Penalty: 5054.733398
	Iteration 16Q: 3 clusters Score -3253568 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3253586.750000 Penalty: 5054.733398
	Iteration 17Q: 3 clusters Score -3253587 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3253595.500000 Penalty: 5054.733398
	Iteration 18Q: 3 clusters Score -3253596 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -3253616.500000 Penalty: 5054.733398
	Iteration 19Q: 3 clusters Score -3253616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3253629.000000 Penalty: 5054.733398
	Iteration 20F: 3 clusters Score -3253629 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3253633.750000 Penalty: 5054.733398
	Iteration 21Q: 3 clusters Score -3253634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3253641.250000 Penalty: 5054.733398
	Iteration 22Q: 3 clusters Score -3253641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3253637.500000 Penalty: 5054.733398
	Iteration 23Q: 3 clusters Score -3253638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3253645.500000 Penalty: 5054.733398
	Iteration 24Q: 3 clusters Score -3253646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3253642.000000 Penalty: 5054.733398
	Iteration 25Q: 3 clusters Score -3253642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3253646.000000 Penalty: 5054.733398
	Iteration 26Q: 3 clusters Score -3253646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -3253647.250000 Penalty: 5054.733398
	Iteration 27Q: 3 clusters Score -3253647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3253644.000000 Penalty: 5054.733398
	Iteration 28Q: 3 clusters Score -3253644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3253649.250000 Penalty: 5054.733398
	Iteration 29Q: 3 clusters Score -3253649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3253649.500000 Penalty: 5054.733398
	Iteration 30Q: 3 clusters Score -3253650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3253648.000000 Penalty: 5054.733398
	Iteration 31Q: 3 clusters Score -3253648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3253648.000000 Penalty: 5054.733398
	Iteration 32F: 3 clusters Score -3253648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Entering Unmasked Estep 
Score: -1836682.250000 Penalty: 2392.819580
	Iteration 0F: 2 clusters Score -1836682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1825551.625000 Penalty: 4785.639160
	Iteration 0F: 3 clusters Score -1825552 nChanged 6741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1829211.875000 Penalty: 4785.639160
	Iteration 1F: 3 clusters Score -1829212 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1829960.750000 Penalty: 4785.639160
	Iteration 2F: 3 clusters Score -1829961 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1830666.875000 Penalty: 4785.639160
	Iteration 3F: 3 clusters Score -1830667 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1831292.000000 Penalty: 4785.639160
	Iteration 4F: 3 clusters Score -1831292 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1831856.250000 Penalty: 4785.639160
	Iteration 5F: 3 clusters Score -1831856 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1832319.250000 Penalty: 4785.639160
	Iteration 6F: 3 clusters Score -1832319 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1832665.000000 Penalty: 4785.639160
	Iteration 7Q: 3 clusters Score -1832665 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1832926.375000 Penalty: 4785.639160
	Iteration 8Q: 3 clusters Score -1832926 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1833096.000000 Penalty: 4785.639160
	Iteration 9Q: 3 clusters Score -1833096 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1833239.750000 Penalty: 4785.639160
	Iteration 10Q: 3 clusters Score -1833240 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1833351.250000 Penalty: 4785.639160
	Iteration 11Q: 3 clusters Score -1833351 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1833466.625000 Penalty: 4785.639160
	Iteration 12Q: 3 clusters Score -1833467 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1833577.500000 Penalty: 4785.639160
	Iteration 13Q: 3 clusters Score -1833578 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -1833718.000000 Penalty: 4785.639160
	Iteration 14Q: 3 clusters Score -1833718 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1833821.500000 Penalty: 4785.639160
	Iteration 15Q: 3 clusters Score -1833822 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -1833947.000000 Penalty: 4785.639160
	Iteration 16Q: 3 clusters Score -1833947 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -1834081.875000 Penalty: 4785.639160
	Iteration 17Q: 3 clusters Score -1834082 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -1834205.500000 Penalty: 4785.639160
	Iteration 18Q: 3 clusters Score -1834206 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -1834307.125000 Penalty: 4785.639160
	Iteration 19Q: 3 clusters Score -1834307 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -1834398.625000 Penalty: 4785.639160
	Iteration 20F: 3 clusters Score -1834399 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -1834475.125000 Penalty: 4785.639160
	Iteration 21Q: 3 clusters Score -1834475 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -1834549.500000 Penalty: 4785.639160
	Iteration 22Q: 3 clusters Score -1834550 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -1834607.625000 Penalty: 4785.639160
	Iteration 23Q: 3 clusters Score -1834608 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -1834647.750000 Penalty: 4785.639160
	Iteration 24Q: 3 clusters Score -1834648 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -1834678.250000 Penalty: 4785.639160
	Iteration 25Q: 3 clusters Score -1834678 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -1834706.250000 Penalty: 4785.639160
	Iteration 26Q: 3 clusters Score -1834706 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -1834734.500000 Penalty: 4785.639160
	Iteration 27Q: 3 clusters Score -1834734 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -1834762.375000 Penalty: 4785.639160
	Iteration 28Q: 3 clusters Score -1834762 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -1834783.000000 Penalty: 4785.639160
	Iteration 29Q: 3 clusters Score -1834783 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -1834800.500000 Penalty: 4785.639160
	Iteration 30Q: 3 clusters Score -1834800 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -1834818.750000 Penalty: 4785.639160
	Iteration 31Q: 3 clusters Score -1834819 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -1834840.875000 Penalty: 4785.639160
	Iteration 32Q: 3 clusters Score -1834841 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -1834850.375000 Penalty: 4785.639160
	Iteration 33Q: 3 clusters Score -1834850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -1834856.000000 Penalty: 4785.639160
	Iteration 34Q: 3 clusters Score -1834856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -1834853.000000 Penalty: 4785.639160
	Iteration 35Q: 3 clusters Score -1834853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -1834854.375000 Penalty: 4785.639160
	Iteration 36Q: 3 clusters Score -1834854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -1834856.125000 Penalty: 4785.639160
	Iteration 37Q: 3 clusters Score -1834856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -1834855.625000 Penalty: 4785.639160
	Iteration 38Q: 3 clusters Score -1834856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -1834852.375000 Penalty: 4785.639160
	Iteration 39Q: 3 clusters Score -1834852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -1834852.125000 Penalty: 4785.639160
	Iteration 40F: 3 clusters Score -1834852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -1834851.750000 Penalty: 4785.639160
	Iteration 41Q: 3 clusters Score -1834852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -1834854.125000 Penalty: 4785.639160
	Iteration 42Q: 3 clusters Score -1834854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -1834854.125000 Penalty: 4785.639160
	Iteration 43F: 3 clusters Score -1834854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Entering Unmasked Estep 
Score: -1165408.750000 Penalty: 2287.049072
	Iteration 0F: 2 clusters Score -1165409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1157662.375000 Penalty: 4574.098145
	Iteration 0F: 3 clusters Score -1157662 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1159860.375000 Penalty: 4574.098145
	Iteration 1F: 3 clusters Score -1159860 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1160187.750000 Penalty: 4574.098145
	Iteration 2F: 3 clusters Score -1160188 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1160415.875000 Penalty: 4574.098145
	Iteration 3F: 3 clusters Score -1160416 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1160617.375000 Penalty: 4574.098145
	Iteration 4Q: 3 clusters Score -1160617 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1160811.125000 Penalty: 4574.098145
	Iteration 5Q: 3 clusters Score -1160811 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1160999.375000 Penalty: 4574.098145
	Iteration 6Q: 3 clusters Score -1160999 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1161192.250000 Penalty: 4574.098145
	Iteration 7Q: 3 clusters Score -1161192 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1161405.375000 Penalty: 4574.098145
	Iteration 8Q: 3 clusters Score -1161405 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1161580.500000 Penalty: 4574.098145
	Iteration 9Q: 3 clusters Score -1161580 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1161753.000000 Penalty: 4574.098145
	Iteration 10Q: 3 clusters Score -1161753 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1161909.750000 Penalty: 4574.098145
	Iteration 11Q: 3 clusters Score -1161910 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1162069.750000 Penalty: 4574.098145
	Iteration 12Q: 3 clusters Score -1162070 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1162248.500000 Penalty: 4574.098145
	Iteration 13Q: 3 clusters Score -1162248 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1162420.125000 Penalty: 4574.098145
	Iteration 14Q: 3 clusters Score -1162420 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1162577.750000 Penalty: 4574.098145
	Iteration 15Q: 3 clusters Score -1162578 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1162719.500000 Penalty: 4574.098145
	Iteration 16Q: 3 clusters Score -1162720 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1162825.500000 Penalty: 4574.098145
	Iteration 17Q: 3 clusters Score -1162826 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1162897.875000 Penalty: 4574.098145
	Iteration 18Q: 3 clusters Score -1162898 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1162964.250000 Penalty: 4574.098145
	Iteration 19Q: 3 clusters Score -1162964 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1163022.000000 Penalty: 4574.098145
	Iteration 20F: 3 clusters Score -1163022 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1163076.875000 Penalty: 4574.098145
	Iteration 21Q: 3 clusters Score -1163077 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1163130.250000 Penalty: 4574.098145
	Iteration 22Q: 3 clusters Score -1163130 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1163179.125000 Penalty: 4574.098145
	Iteration 23Q: 3 clusters Score -1163179 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1163223.250000 Penalty: 4574.098145
	Iteration 24Q: 3 clusters Score -1163223 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1163271.375000 Penalty: 4574.098145
	Iteration 25Q: 3 clusters Score -1163271 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1163314.000000 Penalty: 4574.098145
	Iteration 26Q: 3 clusters Score -1163314 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1163354.750000 Penalty: 4574.098145
	Iteration 27Q: 3 clusters Score -1163355 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1163385.250000 Penalty: 4574.098145
	Iteration 28Q: 3 clusters Score -1163385 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1163405.000000 Penalty: 4574.098145
	Iteration 29Q: 3 clusters Score -1163405 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1163429.500000 Penalty: 4574.098145
	Iteration 30Q: 3 clusters Score -1163430 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1163440.875000 Penalty: 4574.098145
	Iteration 31Q: 3 clusters Score -1163441 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1163456.625000 Penalty: 4574.098145
	Iteration 32Q: 3 clusters Score -1163457 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1163466.375000 Penalty: 4574.098145
	Iteration 33Q: 3 clusters Score -1163466 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1163468.000000 Penalty: 4574.098145
	Iteration 34Q: 3 clusters Score -1163468 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1163471.000000 Penalty: 4574.098145
	Iteration 35Q: 3 clusters Score -1163471 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1163475.500000 Penalty: 4574.098145
	Iteration 36Q: 3 clusters Score -1163476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1163477.750000 Penalty: 4574.098145
	Iteration 37Q: 3 clusters Score -1163478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1163481.250000 Penalty: 4574.098145
	Iteration 38Q: 3 clusters Score -1163481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1163480.625000 Penalty: 4574.098145
	Iteration 39Q: 3 clusters Score -1163481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1163483.500000 Penalty: 4574.098145
	Iteration 40F: 3 clusters Score -1163484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1163484.375000 Penalty: 4574.098145
	Iteration 41Q: 3 clusters Score -1163484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1163484.375000 Penalty: 4574.098145
	Iteration 42Q: 3 clusters Score -1163484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1163487.500000 Penalty: 4574.098145
	Iteration 43Q: 3 clusters Score -1163488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1163485.500000 Penalty: 4574.098145
	Iteration 44Q: 3 clusters Score -1163486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1163487.000000 Penalty: 4574.098145
	Iteration 45Q: 3 clusters Score -1163487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1163493.125000 Penalty: 4574.098145
	Iteration 46Q: 3 clusters Score -1163493 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1163493.875000 Penalty: 4574.098145
	Iteration 47Q: 3 clusters Score -1163494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1163497.250000 Penalty: 4574.098145
	Iteration 48Q: 3 clusters Score -1163497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1163498.625000 Penalty: 4574.098145
	Iteration 49Q: 3 clusters Score -1163499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1163499.000000 Penalty: 4574.098145
	Iteration 50Q: 3 clusters Score -1163499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1163500.625000 Penalty: 4574.098145
	Iteration 51Q: 3 clusters Score -1163501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1163503.625000 Penalty: 4574.098145
	Iteration 52Q: 3 clusters Score -1163504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1163503.250000 Penalty: 4574.098145
	Iteration 53Q: 3 clusters Score -1163503 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1163505.625000 Penalty: 4574.098145
	Iteration 54Q: 3 clusters Score -1163506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1163506.000000 Penalty: 4574.098145
	Iteration 55Q: 3 clusters Score -1163506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1163508.125000 Penalty: 4574.098145
	Iteration 56Q: 3 clusters Score -1163508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1163509.250000 Penalty: 4574.098145
	Iteration 57Q: 3 clusters Score -1163509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1163508.625000 Penalty: 4574.098145
	Iteration 58Q: 3 clusters Score -1163509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1163509.500000 Penalty: 4574.098145
	Iteration 59Q: 3 clusters Score -1163510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1163509.125000 Penalty: 4574.098145
	Iteration 60F: 3 clusters Score -1163509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (209943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209943 members 
Entering Unmasked Estep 
Score: -25951372.000000 Penalty: 3039.138672
	Iteration 0F: 2 clusters Score -2.595137e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104968 members 
Mstep: Class 2 contains 104975 members 
Entering Unmasked Estep 
Score: -25813860.000000 Penalty: 6078.277344
	Iteration 0F: 3 clusters Score -2.581386e+07 nChanged 101420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104640 members 
Mstep: Class 2 contains 105303 members 
Entering Unmasked Estep 
Score: -25873140.000000 Penalty: 6078.277344
	Iteration 1F: 3 clusters Score -2.587314e+07 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104414 members 
Mstep: Class 2 contains 105529 members 
Entering Unmasked Estep 
Score: -25874120.000000 Penalty: 6078.277344
	Iteration 2Q: 3 clusters Score -2.587412e+07 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104113 members 
Mstep: Class 2 contains 105830 members 
Entering Unmasked Estep 
Score: -25875182.000000 Penalty: 6078.277344
	Iteration 3Q: 3 clusters Score -2.587518e+07 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103703 members 
Mstep: Class 2 contains 106240 members 
Entering Unmasked Estep 
Score: -25876332.000000 Penalty: 6078.277344
	Iteration 4Q: 3 clusters Score -2.587633e+07 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103169 members 
Mstep: Class 2 contains 106774 members 
Entering Unmasked Estep 
Score: -25877504.000000 Penalty: 6078.277344
	Iteration 5Q: 3 clusters Score -2.58775e+07 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102197 members 
Mstep: Class 2 contains 107746 members 
Entering Unmasked Estep 
Score: -25879178.000000 Penalty: 6078.277344
	Iteration 6Q: 3 clusters Score -2.587918e+07 nChanged 6873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100812 members 
Mstep: Class 2 contains 109131 members 
Entering Unmasked Estep 
Score: -25881012.000000 Penalty: 6078.277344
	Iteration 7Q: 3 clusters Score -2.588101e+07 nChanged 7733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98849 members 
Mstep: Class 2 contains 111094 members 
Entering Unmasked Estep 
Score: -25883668.000000 Penalty: 6078.277344
	Iteration 8Q: 3 clusters Score -2.588367e+07 nChanged 8617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96266 members 
Mstep: Class 2 contains 113677 members 
Entering Unmasked Estep 
Score: -25887014.000000 Penalty: 6078.277344
	Iteration 9Q: 3 clusters Score -2.588701e+07 nChanged 9111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93167 members 
Mstep: Class 2 contains 116776 members 
Entering Unmasked Estep 
Score: -25890864.000000 Penalty: 6078.277344
	Iteration 10Q: 3 clusters Score -2.589086e+07 nChanged 9570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89507 members 
Mstep: Class 2 contains 120436 members 
Entering Unmasked Estep 
Score: -25895086.000000 Penalty: 6078.277344
	Iteration 11Q: 3 clusters Score -2.589509e+07 nChanged 9784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85471 members 
Mstep: Class 2 contains 124472 members 
Entering Unmasked Estep 
Score: -25900224.000000 Penalty: 6078.277344
	Iteration 12Q: 3 clusters Score -2.590022e+07 nChanged 10114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81807 members 
Mstep: Class 2 contains 128136 members 
Entering Unmasked Estep 
Score: -25906980.000000 Penalty: 6078.277344
	Iteration 13Q: 3 clusters Score -2.590698e+07 nChanged 10921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79218 members 
Mstep: Class 2 contains 130725 members 
Entering Unmasked Estep 
Score: -25915268.000000 Penalty: 6078.277344
	Iteration 14F: 3 clusters Score -2.591527e+07 nChanged 11047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77967 members 
Mstep: Class 2 contains 131976 members 
Entering Unmasked Estep 
Score: -25923102.000000 Penalty: 6078.277344
	Iteration 15F: 3 clusters Score -2.59231e+07 nChanged 9224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77389 members 
Mstep: Class 2 contains 132554 members 
Entering Unmasked Estep 
Score: -25927934.000000 Penalty: 6078.277344
	Iteration 16Q: 3 clusters Score -2.592793e+07 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76728 members 
Mstep: Class 2 contains 133215 members 
Entering Unmasked Estep 
Score: -25930128.000000 Penalty: 6078.277344
	Iteration 17Q: 3 clusters Score -2.593013e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76078 members 
Mstep: Class 2 contains 133865 members 
Entering Unmasked Estep 
Score: -25931826.000000 Penalty: 6078.277344
	Iteration 18Q: 3 clusters Score -2.593183e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75569 members 
Mstep: Class 2 contains 134374 members 
Entering Unmasked Estep 
Score: -25933082.000000 Penalty: 6078.277344
	Iteration 19Q: 3 clusters Score -2.593308e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75149 members 
Mstep: Class 2 contains 134794 members 
Entering Unmasked Estep 
Score: -25934068.000000 Penalty: 6078.277344
	Iteration 20F: 3 clusters Score -2.593407e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74882 members 
Mstep: Class 2 contains 135061 members 
Entering Unmasked Estep 
Score: -25935386.000000 Penalty: 6078.277344
	Iteration 21Q: 3 clusters Score -2.593539e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74804 members 
Mstep: Class 2 contains 135139 members 
Entering Unmasked Estep 
Score: -25936836.000000 Penalty: 6078.277344
	Iteration 22Q: 3 clusters Score -2.593684e+07 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74813 members 
Mstep: Class 2 contains 135130 members 
Entering Unmasked Estep 
Score: -25937956.000000 Penalty: 6078.277344
	Iteration 23Q: 3 clusters Score -2.593796e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74941 members 
Mstep: Class 2 contains 135002 members 
Entering Unmasked Estep 
Score: -25938974.000000 Penalty: 6078.277344
	Iteration 24Q: 3 clusters Score -2.593897e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74996 members 
Mstep: Class 2 contains 134947 members 
Entering Unmasked Estep 
Score: -25939884.000000 Penalty: 6078.277344
	Iteration 25Q: 3 clusters Score -2.593988e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75094 members 
Mstep: Class 2 contains 134849 members 
Entering Unmasked Estep 
Score: -25940762.000000 Penalty: 6078.277344
	Iteration 26Q: 3 clusters Score -2.594076e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75228 members 
Mstep: Class 2 contains 134715 members 
Entering Unmasked Estep 
Score: -25941476.000000 Penalty: 6078.277344
	Iteration 27Q: 3 clusters Score -2.594148e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75344 members 
Mstep: Class 2 contains 134599 members 
Entering Unmasked Estep 
Score: -25942174.000000 Penalty: 6078.277344
	Iteration 28Q: 3 clusters Score -2.594217e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75295 members 
Mstep: Class 2 contains 134648 members 
Entering Unmasked Estep 
Score: -25942622.000000 Penalty: 6078.277344
	Iteration 29Q: 3 clusters Score -2.594262e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75170 members 
Mstep: Class 2 contains 134773 members 
Entering Unmasked Estep 
Score: -25943082.000000 Penalty: 6078.277344
	Iteration 30Q: 3 clusters Score -2.594308e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75038 members 
Mstep: Class 2 contains 134905 members 
Entering Unmasked Estep 
Score: -25943342.000000 Penalty: 6078.277344
	Iteration 31Q: 3 clusters Score -2.594334e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74847 members 
Mstep: Class 2 contains 135096 members 
Entering Unmasked Estep 
Score: -25943678.000000 Penalty: 6078.277344
	Iteration 32Q: 3 clusters Score -2.594368e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74573 members 
Mstep: Class 2 contains 135370 members 
Entering Unmasked Estep 
Score: -25943788.000000 Penalty: 6078.277344
	Iteration 33Q: 3 clusters Score -2.594379e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74277 members 
Mstep: Class 2 contains 135666 members 
Entering Unmasked Estep 
Score: -25943818.000000 Penalty: 6078.277344
	Iteration 34Q: 3 clusters Score -2.594382e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73958 members 
Mstep: Class 2 contains 135985 members 
Entering Unmasked Estep 
Score: -25943960.000000 Penalty: 6078.277344
	Iteration 35Q: 3 clusters Score -2.594396e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73603 members 
Mstep: Class 2 contains 136340 members 
Entering Unmasked Estep 
Score: -25944040.000000 Penalty: 6078.277344
	Iteration 36Q: 3 clusters Score -2.594404e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73236 members 
Mstep: Class 2 contains 136707 members 
Entering Unmasked Estep 
Score: -25944070.000000 Penalty: 6078.277344
	Iteration 37Q: 3 clusters Score -2.594407e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72836 members 
Mstep: Class 2 contains 137107 members 
Entering Unmasked Estep 
Score: -25944194.000000 Penalty: 6078.277344
	Iteration 38Q: 3 clusters Score -2.594419e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72481 members 
Mstep: Class 2 contains 137462 members 
Entering Unmasked Estep 
Score: -25944232.000000 Penalty: 6078.277344
	Iteration 39Q: 3 clusters Score -2.594423e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72153 members 
Mstep: Class 2 contains 137790 members 
Entering Unmasked Estep 
Score: -25944296.000000 Penalty: 6078.277344
	Iteration 40F: 3 clusters Score -2.59443e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71899 members 
Mstep: Class 2 contains 138044 members 
Entering Unmasked Estep 
Score: -25944406.000000 Penalty: 6078.277344
	Iteration 41Q: 3 clusters Score -2.594441e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71636 members 
Mstep: Class 2 contains 138307 members 
Entering Unmasked Estep 
Score: -25944392.000000 Penalty: 6078.277344
	Iteration 42Q: 3 clusters Score -2.594439e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71349 members 
Mstep: Class 2 contains 138594 members 
Entering Unmasked Estep 
Score: -25944424.000000 Penalty: 6078.277344
	Iteration 43Q: 3 clusters Score -2.594442e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71095 members 
Mstep: Class 2 contains 138848 members 
Entering Unmasked Estep 
Score: -25944420.000000 Penalty: 6078.277344
	Iteration 44Q: 3 clusters Score -2.594442e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70849 members 
Mstep: Class 2 contains 139094 members 
Entering Unmasked Estep 
Score: -25944452.000000 Penalty: 6078.277344
	Iteration 45Q: 3 clusters Score -2.594445e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70615 members 
Mstep: Class 2 contains 139328 members 
Entering Unmasked Estep 
Score: -25944476.000000 Penalty: 6078.277344
	Iteration 46Q: 3 clusters Score -2.594448e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70378 members 
Mstep: Class 2 contains 139565 members 
Entering Unmasked Estep 
Score: -25944442.000000 Penalty: 6078.277344
	Iteration 47Q: 3 clusters Score -2.594444e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70151 members 
Mstep: Class 2 contains 139792 members 
Entering Unmasked Estep 
Score: -25944472.000000 Penalty: 6078.277344
	Iteration 48Q: 3 clusters Score -2.594447e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69961 members 
Mstep: Class 2 contains 139982 members 
Entering Unmasked Estep 
Score: -25944448.000000 Penalty: 6078.277344
	Iteration 49Q: 3 clusters Score -2.594445e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69776 members 
Mstep: Class 2 contains 140167 members 
Entering Unmasked Estep 
Score: -25944462.000000 Penalty: 6078.277344
	Iteration 50Q: 3 clusters Score -2.594446e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69587 members 
Mstep: Class 2 contains 140356 members 
Entering Unmasked Estep 
Score: -25944498.000000 Penalty: 6078.277344
	Iteration 51Q: 3 clusters Score -2.59445e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69429 members 
Mstep: Class 2 contains 140514 members 
Entering Unmasked Estep 
Score: -25944498.000000 Penalty: 6078.277344
	Iteration 52Q: 3 clusters Score -2.59445e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69273 members 
Mstep: Class 2 contains 140670 members 
Entering Unmasked Estep 
Score: -25944518.000000 Penalty: 6078.277344
	Iteration 53Q: 3 clusters Score -2.594452e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69112 members 
Mstep: Class 2 contains 140831 members 
Entering Unmasked Estep 
Score: -25944482.000000 Penalty: 6078.277344
	Iteration 54Q: 3 clusters Score -2.594448e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68949 members 
Mstep: Class 2 contains 140994 members 
Entering Unmasked Estep 
Score: -25944538.000000 Penalty: 6078.277344
	Iteration 55Q: 3 clusters Score -2.594454e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68781 members 
Mstep: Class 2 contains 141162 members 
Entering Unmasked Estep 
Score: -25944526.000000 Penalty: 6078.277344
	Iteration 56Q: 3 clusters Score -2.594453e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68600 members 
Mstep: Class 2 contains 141343 members 
Entering Unmasked Estep 
Score: -25944494.000000 Penalty: 6078.277344
	Iteration 57Q: 3 clusters Score -2.594449e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68422 members 
Mstep: Class 2 contains 141521 members 
Entering Unmasked Estep 
Score: -25944524.000000 Penalty: 6078.277344
	Iteration 58Q: 3 clusters Score -2.594452e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68238 members 
Mstep: Class 2 contains 141705 members 
Entering Unmasked Estep 
Score: -25944490.000000 Penalty: 6078.277344
	Iteration 59Q: 3 clusters Score -2.594449e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68078 members 
Mstep: Class 2 contains 141865 members 
Entering Unmasked Estep 
Score: -25944534.000000 Penalty: 6078.277344
	Iteration 60F: 3 clusters Score -2.594453e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67925 members 
Mstep: Class 2 contains 142018 members 
Entering Unmasked Estep 
Score: -25944492.000000 Penalty: 6078.277344
	Iteration 61Q: 3 clusters Score -2.594449e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67773 members 
Mstep: Class 2 contains 142170 members 
Entering Unmasked Estep 
Score: -25944496.000000 Penalty: 6078.277344
	Iteration 62Q: 3 clusters Score -2.59445e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67628 members 
Mstep: Class 2 contains 142315 members 
Entering Unmasked Estep 
Score: -25944500.000000 Penalty: 6078.277344
	Iteration 63Q: 3 clusters Score -2.59445e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67496 members 
Mstep: Class 2 contains 142447 members 
Entering Unmasked Estep 
Score: -25944480.000000 Penalty: 6078.277344
	Iteration 64Q: 3 clusters Score -2.594448e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67374 members 
Mstep: Class 2 contains 142569 members 
Entering Unmasked Estep 
Score: -25944456.000000 Penalty: 6078.277344
	Iteration 65Q: 3 clusters Score -2.594446e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67240 members 
Mstep: Class 2 contains 142703 members 
Entering Unmasked Estep 
Score: -25944462.000000 Penalty: 6078.277344
	Iteration 66Q: 3 clusters Score -2.594446e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67091 members 
Mstep: Class 2 contains 142852 members 
Entering Unmasked Estep 
Score: -25944498.000000 Penalty: 6078.277344
	Iteration 67Q: 3 clusters Score -2.59445e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66955 members 
Mstep: Class 2 contains 142988 members 
Entering Unmasked Estep 
Score: -25944514.000000 Penalty: 6078.277344
	Iteration 68Q: 3 clusters Score -2.594451e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66839 members 
Mstep: Class 2 contains 143104 members 
Entering Unmasked Estep 
Score: -25944454.000000 Penalty: 6078.277344
	Iteration 69Q: 3 clusters Score -2.594445e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66693 members 
Mstep: Class 2 contains 143250 members 
Entering Unmasked Estep 
Score: -25944462.000000 Penalty: 6078.277344
	Iteration 70Q: 3 clusters Score -2.594446e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66544 members 
Mstep: Class 2 contains 143399 members 
Entering Unmasked Estep 
Score: -25944488.000000 Penalty: 6078.277344
	Iteration 71Q: 3 clusters Score -2.594449e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66379 members 
Mstep: Class 2 contains 143564 members 
Entering Unmasked Estep 
Score: -25944458.000000 Penalty: 6078.277344
	Iteration 72Q: 3 clusters Score -2.594446e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66224 members 
Mstep: Class 2 contains 143719 members 
Entering Unmasked Estep 
Score: -25944486.000000 Penalty: 6078.277344
	Iteration 73Q: 3 clusters Score -2.594449e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66069 members 
Mstep: Class 2 contains 143874 members 
Entering Unmasked Estep 
Score: -25944542.000000 Penalty: 6078.277344
	Iteration 74Q: 3 clusters Score -2.594454e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65914 members 
Mstep: Class 2 contains 144029 members 
Entering Unmasked Estep 
Score: -25944508.000000 Penalty: 6078.277344
	Iteration 75Q: 3 clusters Score -2.594451e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65766 members 
Mstep: Class 2 contains 144177 members 
Entering Unmasked Estep 
Score: -25944502.000000 Penalty: 6078.277344
	Iteration 76Q: 3 clusters Score -2.59445e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65631 members 
Mstep: Class 2 contains 144312 members 
Entering Unmasked Estep 
Score: -25944520.000000 Penalty: 6078.277344
	Iteration 77Q: 3 clusters Score -2.594452e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65504 members 
Mstep: Class 2 contains 144439 members 
Entering Unmasked Estep 
Score: -25944556.000000 Penalty: 6078.277344
	Iteration 78Q: 3 clusters Score -2.594456e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65379 members 
Mstep: Class 2 contains 144564 members 
Entering Unmasked Estep 
Score: -25944562.000000 Penalty: 6078.277344
	Iteration 79Q: 3 clusters Score -2.594456e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65263 members 
Mstep: Class 2 contains 144680 members 
Entering Unmasked Estep 
Score: -25944558.000000 Penalty: 6078.277344
	Iteration 80F: 3 clusters Score -2.594456e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65127 members 
Mstep: Class 2 contains 144816 members 
Entering Unmasked Estep 
Score: -25944576.000000 Penalty: 6078.277344
	Iteration 81Q: 3 clusters Score -2.594458e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65001 members 
Mstep: Class 2 contains 144942 members 
Entering Unmasked Estep 
Score: -25944582.000000 Penalty: 6078.277344
	Iteration 82Q: 3 clusters Score -2.594458e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64870 members 
Mstep: Class 2 contains 145073 members 
Entering Unmasked Estep 
Score: -25944588.000000 Penalty: 6078.277344
	Iteration 83Q: 3 clusters Score -2.594459e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64756 members 
Mstep: Class 2 contains 145187 members 
Entering Unmasked Estep 
Score: -25944524.000000 Penalty: 6078.277344
	Iteration 84Q: 3 clusters Score -2.594452e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64629 members 
Mstep: Class 2 contains 145314 members 
Entering Unmasked Estep 
Score: -25944536.000000 Penalty: 6078.277344
	Iteration 85Q: 3 clusters Score -2.594454e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64523 members 
Mstep: Class 2 contains 145420 members 
Entering Unmasked Estep 
Score: -25944522.000000 Penalty: 6078.277344
	Iteration 86Q: 3 clusters Score -2.594452e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64418 members 
Mstep: Class 2 contains 145525 members 
Entering Unmasked Estep 
Score: -25944512.000000 Penalty: 6078.277344
	Iteration 87Q: 3 clusters Score -2.594451e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64328 members 
Mstep: Class 2 contains 145615 members 
Entering Unmasked Estep 
Score: -25944490.000000 Penalty: 6078.277344
	Iteration 88Q: 3 clusters Score -2.594449e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64244 members 
Mstep: Class 2 contains 145699 members 
Entering Unmasked Estep 
Score: -25944474.000000 Penalty: 6078.277344
	Iteration 89Q: 3 clusters Score -2.594447e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64147 members 
Mstep: Class 2 contains 145796 members 
Entering Unmasked Estep 
Score: -25944486.000000 Penalty: 6078.277344
	Iteration 90Q: 3 clusters Score -2.594449e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64027 members 
Mstep: Class 2 contains 145916 members 
Entering Unmasked Estep 
Score: -25944474.000000 Penalty: 6078.277344
	Iteration 91Q: 3 clusters Score -2.594447e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63922 members 
Mstep: Class 2 contains 146021 members 
Entering Unmasked Estep 
Score: -25944496.000000 Penalty: 6078.277344
	Iteration 92Q: 3 clusters Score -2.59445e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63808 members 
Mstep: Class 2 contains 146135 members 
Entering Unmasked Estep 
Score: -25944500.000000 Penalty: 6078.277344
	Iteration 93Q: 3 clusters Score -2.59445e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63696 members 
Mstep: Class 2 contains 146247 members 
Entering Unmasked Estep 
Score: -25944482.000000 Penalty: 6078.277344
	Iteration 94Q: 3 clusters Score -2.594448e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63585 members 
Mstep: Class 2 contains 146358 members 
Entering Unmasked Estep 
Score: -25944466.000000 Penalty: 6078.277344
	Iteration 95Q: 3 clusters Score -2.594447e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63464 members 
Mstep: Class 2 contains 146479 members 
Entering Unmasked Estep 
Score: -25944526.000000 Penalty: 6078.277344
	Iteration 96Q: 3 clusters Score -2.594453e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63362 members 
Mstep: Class 2 contains 146581 members 
Entering Unmasked Estep 
Score: -25944508.000000 Penalty: 6078.277344
	Iteration 97Q: 3 clusters Score -2.594451e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63248 members 
Mstep: Class 2 contains 146695 members 
Entering Unmasked Estep 
Score: -25944514.000000 Penalty: 6078.277344
	Iteration 98Q: 3 clusters Score -2.594451e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63143 members 
Mstep: Class 2 contains 146800 members 
Entering Unmasked Estep 
Score: -25944506.000000 Penalty: 6078.277344
	Iteration 99Q: 3 clusters Score -2.594451e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63047 members 
Mstep: Class 2 contains 146896 members 
Entering Unmasked Estep 
Score: -25944514.000000 Penalty: 6078.277344
	Iteration 100F: 3 clusters Score -2.594451e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62967 members 
Mstep: Class 2 contains 146976 members 
Entering Unmasked Estep 
Score: -25944510.000000 Penalty: 6078.277344
	Iteration 101Q: 3 clusters Score -2.594451e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62868 members 
Mstep: Class 2 contains 147075 members 
Entering Unmasked Estep 
Score: -25944504.000000 Penalty: 6078.277344
	Iteration 102Q: 3 clusters Score -2.59445e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62778 members 
Mstep: Class 2 contains 147165 members 
Entering Unmasked Estep 
Score: -25944534.000000 Penalty: 6078.277344
	Iteration 103Q: 3 clusters Score -2.594453e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62668 members 
Mstep: Class 2 contains 147275 members 
Entering Unmasked Estep 
Score: -25944572.000000 Penalty: 6078.277344
	Iteration 104Q: 3 clusters Score -2.594457e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62565 members 
Mstep: Class 2 contains 147378 members 
Entering Unmasked Estep 
Score: -25944600.000000 Penalty: 6078.277344
	Iteration 105Q: 3 clusters Score -2.59446e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62448 members 
Mstep: Class 2 contains 147495 members 
Entering Unmasked Estep 
Score: -25944600.000000 Penalty: 6078.277344
	Iteration 106Q: 3 clusters Score -2.59446e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62319 members 
Mstep: Class 2 contains 147624 members 
Entering Unmasked Estep 
Score: -25944594.000000 Penalty: 6078.277344
	Iteration 107Q: 3 clusters Score -2.594459e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62184 members 
Mstep: Class 2 contains 147759 members 
Entering Unmasked Estep 
Score: -25944600.000000 Penalty: 6078.277344
	Iteration 108Q: 3 clusters Score -2.59446e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62073 members 
Mstep: Class 2 contains 147870 members 
Entering Unmasked Estep 
Score: -25944596.000000 Penalty: 6078.277344
	Iteration 109Q: 3 clusters Score -2.59446e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61987 members 
Mstep: Class 2 contains 147956 members 
Entering Unmasked Estep 
Score: -25944606.000000 Penalty: 6078.277344
	Iteration 110Q: 3 clusters Score -2.594461e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61893 members 
Mstep: Class 2 contains 148050 members 
Entering Unmasked Estep 
Score: -25944610.000000 Penalty: 6078.277344
	Iteration 111Q: 3 clusters Score -2.594461e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61784 members 
Mstep: Class 2 contains 148159 members 
Entering Unmasked Estep 
Score: -25944586.000000 Penalty: 6078.277344
	Iteration 112Q: 3 clusters Score -2.594459e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61671 members 
Mstep: Class 2 contains 148272 members 
Entering Unmasked Estep 
Score: -25944586.000000 Penalty: 6078.277344
	Iteration 113Q: 3 clusters Score -2.594459e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61596 members 
Mstep: Class 2 contains 148347 members 
Entering Unmasked Estep 
Score: -25944602.000000 Penalty: 6078.277344
	Iteration 114Q: 3 clusters Score -2.59446e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61526 members 
Mstep: Class 2 contains 148417 members 
Entering Unmasked Estep 
Score: -25944612.000000 Penalty: 6078.277344
	Iteration 115Q: 3 clusters Score -2.594461e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61465 members 
Mstep: Class 2 contains 148478 members 
Entering Unmasked Estep 
Score: -25944604.000000 Penalty: 6078.277344
	Iteration 116Q: 3 clusters Score -2.59446e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61413 members 
Mstep: Class 2 contains 148530 members 
Entering Unmasked Estep 
Score: -25944592.000000 Penalty: 6078.277344
	Iteration 117Q: 3 clusters Score -2.594459e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61344 members 
Mstep: Class 2 contains 148599 members 
Entering Unmasked Estep 
Score: -25944586.000000 Penalty: 6078.277344
	Iteration 118Q: 3 clusters Score -2.594459e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61281 members 
Mstep: Class 2 contains 148662 members 
Entering Unmasked Estep 
Score: -25944580.000000 Penalty: 6078.277344
	Iteration 119Q: 3 clusters Score -2.594458e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61202 members 
Mstep: Class 2 contains 148741 members 
Entering Unmasked Estep 
Score: -25944560.000000 Penalty: 6078.277344
	Iteration 120F: 3 clusters Score -2.594456e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61136 members 
Mstep: Class 2 contains 148807 members 
Entering Unmasked Estep 
Score: -25944566.000000 Penalty: 6078.277344
	Iteration 121Q: 3 clusters Score -2.594457e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61072 members 
Mstep: Class 2 contains 148871 members 
Entering Unmasked Estep 
Score: -25944564.000000 Penalty: 6078.277344
	Iteration 122Q: 3 clusters Score -2.594456e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61030 members 
Mstep: Class 2 contains 148913 members 
Entering Unmasked Estep 
Score: -25944534.000000 Penalty: 6078.277344
	Iteration 123Q: 3 clusters Score -2.594453e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60985 members 
Mstep: Class 2 contains 148958 members 
Entering Unmasked Estep 
Score: -25944552.000000 Penalty: 6078.277344
	Iteration 124Q: 3 clusters Score -2.594455e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60909 members 
Mstep: Class 2 contains 149034 members 
Entering Unmasked Estep 
Score: -25944550.000000 Penalty: 6078.277344
	Iteration 125Q: 3 clusters Score -2.594455e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60825 members 
Mstep: Class 2 contains 149118 members 
Entering Unmasked Estep 
Score: -25944546.000000 Penalty: 6078.277344
	Iteration 126Q: 3 clusters Score -2.594455e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60725 members 
Mstep: Class 2 contains 149218 members 
Entering Unmasked Estep 
Score: -25944536.000000 Penalty: 6078.277344
	Iteration 127Q: 3 clusters Score -2.594454e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60626 members 
Mstep: Class 2 contains 149317 members 
Entering Unmasked Estep 
Score: -25944550.000000 Penalty: 6078.277344
	Iteration 128Q: 3 clusters Score -2.594455e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60505 members 
Mstep: Class 2 contains 149438 members 
Entering Unmasked Estep 
Score: -25944602.000000 Penalty: 6078.277344
	Iteration 129Q: 3 clusters Score -2.59446e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60380 members 
Mstep: Class 2 contains 149563 members 
Entering Unmasked Estep 
Score: -25944578.000000 Penalty: 6078.277344
	Iteration 130Q: 3 clusters Score -2.594458e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60240 members 
Mstep: Class 2 contains 149703 members 
Entering Unmasked Estep 
Score: -25944598.000000 Penalty: 6078.277344
	Iteration 131Q: 3 clusters Score -2.59446e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60112 members 
Mstep: Class 2 contains 149831 members 
Entering Unmasked Estep 
Score: -25944598.000000 Penalty: 6078.277344
	Iteration 132Q: 3 clusters Score -2.59446e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59996 members 
Mstep: Class 2 contains 149947 members 
Entering Unmasked Estep 
Score: -25944598.000000 Penalty: 6078.277344
	Iteration 133Q: 3 clusters Score -2.59446e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59894 members 
Mstep: Class 2 contains 150049 members 
Entering Unmasked Estep 
Score: -25944608.000000 Penalty: 6078.277344
	Iteration 134Q: 3 clusters Score -2.594461e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59753 members 
Mstep: Class 2 contains 150190 members 
Entering Unmasked Estep 
Score: -25944596.000000 Penalty: 6078.277344
	Iteration 135Q: 3 clusters Score -2.59446e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59606 members 
Mstep: Class 2 contains 150337 members 
Entering Unmasked Estep 
Score: -25944630.000000 Penalty: 6078.277344
	Iteration 136Q: 3 clusters Score -2.594463e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59469 members 
Mstep: Class 2 contains 150474 members 
Entering Unmasked Estep 
Score: -25944600.000000 Penalty: 6078.277344
	Iteration 137Q: 3 clusters Score -2.59446e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59332 members 
Mstep: Class 2 contains 150611 members 
Entering Unmasked Estep 
Score: -25944626.000000 Penalty: 6078.277344
	Iteration 138Q: 3 clusters Score -2.594463e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59215 members 
Mstep: Class 2 contains 150728 members 
Entering Unmasked Estep 
Score: -25944598.000000 Penalty: 6078.277344
	Iteration 139Q: 3 clusters Score -2.59446e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59104 members 
Mstep: Class 2 contains 150839 members 
Entering Unmasked Estep 
Score: -25944624.000000 Penalty: 6078.277344
	Iteration 140F: 3 clusters Score -2.594462e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58991 members 
Mstep: Class 2 contains 150952 members 
Entering Unmasked Estep 
Score: -25944648.000000 Penalty: 6078.277344
	Iteration 141Q: 3 clusters Score -2.594465e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58878 members 
Mstep: Class 2 contains 151065 members 
Entering Unmasked Estep 
Score: -25944684.000000 Penalty: 6078.277344
	Iteration 142Q: 3 clusters Score -2.594468e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58779 members 
Mstep: Class 2 contains 151164 members 
Entering Unmasked Estep 
Score: -25944720.000000 Penalty: 6078.277344
	Iteration 143Q: 3 clusters Score -2.594472e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58679 members 
Mstep: Class 2 contains 151264 members 
Entering Unmasked Estep 
Score: -25944718.000000 Penalty: 6078.277344
	Iteration 144Q: 3 clusters Score -2.594472e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58563 members 
Mstep: Class 2 contains 151380 members 
Entering Unmasked Estep 
Score: -25944774.000000 Penalty: 6078.277344
	Iteration 145Q: 3 clusters Score -2.594477e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58464 members 
Mstep: Class 2 contains 151479 members 
Entering Unmasked Estep 
Score: -25944756.000000 Penalty: 6078.277344
	Iteration 146Q: 3 clusters Score -2.594476e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58366 members 
Mstep: Class 2 contains 151577 members 
Entering Unmasked Estep 
Score: -25944736.000000 Penalty: 6078.277344
	Iteration 147Q: 3 clusters Score -2.594474e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58256 members 
Mstep: Class 2 contains 151687 members 
Entering Unmasked Estep 
Score: -25944742.000000 Penalty: 6078.277344
	Iteration 148Q: 3 clusters Score -2.594474e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58127 members 
Mstep: Class 2 contains 151816 members 
Entering Unmasked Estep 
Score: -25944768.000000 Penalty: 6078.277344
	Iteration 149Q: 3 clusters Score -2.594477e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58017 members 
Mstep: Class 2 contains 151926 members 
Entering Unmasked Estep 
Score: -25944786.000000 Penalty: 6078.277344
	Iteration 150Q: 3 clusters Score -2.594479e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57884 members 
Mstep: Class 2 contains 152059 members 
Entering Unmasked Estep 
Score: -25944768.000000 Penalty: 6078.277344
	Iteration 151Q: 3 clusters Score -2.594477e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57740 members 
Mstep: Class 2 contains 152203 members 
Entering Unmasked Estep 
Score: -25944756.000000 Penalty: 6078.277344
	Iteration 152Q: 3 clusters Score -2.594476e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57585 members 
Mstep: Class 2 contains 152358 members 
Entering Unmasked Estep 
Score: -25944772.000000 Penalty: 6078.277344
	Iteration 153Q: 3 clusters Score -2.594477e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57459 members 
Mstep: Class 2 contains 152484 members 
Entering Unmasked Estep 
Score: -25944824.000000 Penalty: 6078.277344
	Iteration 154Q: 3 clusters Score -2.594482e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57326 members 
Mstep: Class 2 contains 152617 members 
Entering Unmasked Estep 
Score: -25944864.000000 Penalty: 6078.277344
	Iteration 155Q: 3 clusters Score -2.594486e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57168 members 
Mstep: Class 2 contains 152775 members 
Entering Unmasked Estep 
Score: -25944854.000000 Penalty: 6078.277344
	Iteration 156Q: 3 clusters Score -2.594485e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57025 members 
Mstep: Class 2 contains 152918 members 
Entering Unmasked Estep 
Score: -25944858.000000 Penalty: 6078.277344
	Iteration 157Q: 3 clusters Score -2.594486e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56888 members 
Mstep: Class 2 contains 153055 members 
Entering Unmasked Estep 
Score: -25944860.000000 Penalty: 6078.277344
	Iteration 158Q: 3 clusters Score -2.594486e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56746 members 
Mstep: Class 2 contains 153197 members 
Entering Unmasked Estep 
Score: -25944852.000000 Penalty: 6078.277344
	Iteration 159Q: 3 clusters Score -2.594485e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56598 members 
Mstep: Class 2 contains 153345 members 
Entering Unmasked Estep 
Score: -25944840.000000 Penalty: 6078.277344
	Iteration 160F: 3 clusters Score -2.594484e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56450 members 
Mstep: Class 2 contains 153493 members 
Entering Unmasked Estep 
Score: -25944904.000000 Penalty: 6078.277344
	Iteration 161Q: 3 clusters Score -2.59449e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56283 members 
Mstep: Class 2 contains 153660 members 
Entering Unmasked Estep 
Score: -25944930.000000 Penalty: 6078.277344
	Iteration 162Q: 3 clusters Score -2.594493e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56129 members 
Mstep: Class 2 contains 153814 members 
Entering Unmasked Estep 
Score: -25944956.000000 Penalty: 6078.277344
	Iteration 163Q: 3 clusters Score -2.594496e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55967 members 
Mstep: Class 2 contains 153976 members 
Entering Unmasked Estep 
Score: -25944934.000000 Penalty: 6078.277344
	Iteration 164Q: 3 clusters Score -2.594493e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55809 members 
Mstep: Class 2 contains 154134 members 
Entering Unmasked Estep 
Score: -25944954.000000 Penalty: 6078.277344
	Iteration 165Q: 3 clusters Score -2.594495e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55642 members 
Mstep: Class 2 contains 154301 members 
Entering Unmasked Estep 
Score: -25944962.000000 Penalty: 6078.277344
	Iteration 166Q: 3 clusters Score -2.594496e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55449 members 
Mstep: Class 2 contains 154494 members 
Entering Unmasked Estep 
Score: -25944986.000000 Penalty: 6078.277344
	Iteration 167Q: 3 clusters Score -2.594499e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55234 members 
Mstep: Class 2 contains 154709 members 
Entering Unmasked Estep 
Score: -25945036.000000 Penalty: 6078.277344
	Iteration 168Q: 3 clusters Score -2.594504e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55021 members 
Mstep: Class 2 contains 154922 members 
Entering Unmasked Estep 
Score: -25945064.000000 Penalty: 6078.277344
	Iteration 169Q: 3 clusters Score -2.594506e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54821 members 
Mstep: Class 2 contains 155122 members 
Entering Unmasked Estep 
Score: -25945008.000000 Penalty: 6078.277344
	Iteration 170Q: 3 clusters Score -2.594501e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54637 members 
Mstep: Class 2 contains 155306 members 
Entering Unmasked Estep 
Score: -25945012.000000 Penalty: 6078.277344
	Iteration 171Q: 3 clusters Score -2.594501e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54466 members 
Mstep: Class 2 contains 155477 members 
Entering Unmasked Estep 
Score: -25945024.000000 Penalty: 6078.277344
	Iteration 172Q: 3 clusters Score -2.594502e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54307 members 
Mstep: Class 2 contains 155636 members 
Entering Unmasked Estep 
Score: -25945042.000000 Penalty: 6078.277344
	Iteration 173Q: 3 clusters Score -2.594504e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54158 members 
Mstep: Class 2 contains 155785 members 
Entering Unmasked Estep 
Score: -25945056.000000 Penalty: 6078.277344
	Iteration 174Q: 3 clusters Score -2.594506e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53996 members 
Mstep: Class 2 contains 155947 members 
Entering Unmasked Estep 
Score: -25945106.000000 Penalty: 6078.277344
	Iteration 175Q: 3 clusters Score -2.594511e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53850 members 
Mstep: Class 2 contains 156093 members 
Entering Unmasked Estep 
Score: -25945058.000000 Penalty: 6078.277344
	Iteration 176Q: 3 clusters Score -2.594506e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53714 members 
Mstep: Class 2 contains 156229 members 
Entering Unmasked Estep 
Score: -25945046.000000 Penalty: 6078.277344
	Iteration 177Q: 3 clusters Score -2.594505e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53584 members 
Mstep: Class 2 contains 156359 members 
Entering Unmasked Estep 
Score: -25945076.000000 Penalty: 6078.277344
	Iteration 178Q: 3 clusters Score -2.594508e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53449 members 
Mstep: Class 2 contains 156494 members 
Entering Unmasked Estep 
Score: -25945042.000000 Penalty: 6078.277344
	Iteration 179Q: 3 clusters Score -2.594504e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53289 members 
Mstep: Class 2 contains 156654 members 
Entering Unmasked Estep 
Score: -25945038.000000 Penalty: 6078.277344
	Iteration 180F: 3 clusters Score -2.594504e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53112 members 
Mstep: Class 2 contains 156831 members 
Entering Unmasked Estep 
Score: -25945014.000000 Penalty: 6078.277344
	Iteration 181Q: 3 clusters Score -2.594501e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52919 members 
Mstep: Class 2 contains 157024 members 
Entering Unmasked Estep 
Score: -25945070.000000 Penalty: 6078.277344
	Iteration 182Q: 3 clusters Score -2.594507e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52717 members 
Mstep: Class 2 contains 157226 members 
Entering Unmasked Estep 
Score: -25945060.000000 Penalty: 6078.277344
	Iteration 183Q: 3 clusters Score -2.594506e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52525 members 
Mstep: Class 2 contains 157418 members 
Entering Unmasked Estep 
Score: -25945140.000000 Penalty: 6078.277344
	Iteration 184Q: 3 clusters Score -2.594514e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52353 members 
Mstep: Class 2 contains 157590 members 
Entering Unmasked Estep 
Score: -25945112.000000 Penalty: 6078.277344
	Iteration 185Q: 3 clusters Score -2.594511e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52204 members 
Mstep: Class 2 contains 157739 members 
Entering Unmasked Estep 
Score: -25945110.000000 Penalty: 6078.277344
	Iteration 186Q: 3 clusters Score -2.594511e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52044 members 
Mstep: Class 2 contains 157899 members 
Entering Unmasked Estep 
Score: -25945138.000000 Penalty: 6078.277344
	Iteration 187Q: 3 clusters Score -2.594514e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51923 members 
Mstep: Class 2 contains 158020 members 
Entering Unmasked Estep 
Score: -25945132.000000 Penalty: 6078.277344
	Iteration 188Q: 3 clusters Score -2.594513e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51816 members 
Mstep: Class 2 contains 158127 members 
Entering Unmasked Estep 
Score: -25945102.000000 Penalty: 6078.277344
	Iteration 189Q: 3 clusters Score -2.59451e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51710 members 
Mstep: Class 2 contains 158233 members 
Entering Unmasked Estep 
Score: -25945126.000000 Penalty: 6078.277344
	Iteration 190Q: 3 clusters Score -2.594513e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51601 members 
Mstep: Class 2 contains 158342 members 
Entering Unmasked Estep 
Score: -25945110.000000 Penalty: 6078.277344
	Iteration 191Q: 3 clusters Score -2.594511e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51489 members 
Mstep: Class 2 contains 158454 members 
Entering Unmasked Estep 
Score: -25945142.000000 Penalty: 6078.277344
	Iteration 192Q: 3 clusters Score -2.594514e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51382 members 
Mstep: Class 2 contains 158561 members 
Entering Unmasked Estep 
Score: -25945150.000000 Penalty: 6078.277344
	Iteration 193Q: 3 clusters Score -2.594515e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51281 members 
Mstep: Class 2 contains 158662 members 
Entering Unmasked Estep 
Score: -25945130.000000 Penalty: 6078.277344
	Iteration 194Q: 3 clusters Score -2.594513e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51185 members 
Mstep: Class 2 contains 158758 members 
Entering Unmasked Estep 
Score: -25945144.000000 Penalty: 6078.277344
	Iteration 195Q: 3 clusters Score -2.594514e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51090 members 
Mstep: Class 2 contains 158853 members 
Entering Unmasked Estep 
Score: -25945158.000000 Penalty: 6078.277344
	Iteration 196Q: 3 clusters Score -2.594516e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51001 members 
Mstep: Class 2 contains 158942 members 
Entering Unmasked Estep 
Score: -25945154.000000 Penalty: 6078.277344
	Iteration 197Q: 3 clusters Score -2.594515e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50929 members 
Mstep: Class 2 contains 159014 members 
Entering Unmasked Estep 
Score: -25945196.000000 Penalty: 6078.277344
	Iteration 198Q: 3 clusters Score -2.59452e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50855 members 
Mstep: Class 2 contains 159088 members 
Entering Unmasked Estep 
Score: -25945164.000000 Penalty: 6078.277344
	Iteration 199Q: 3 clusters Score -2.594516e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50771 members 
Mstep: Class 2 contains 159172 members 
Entering Unmasked Estep 
Score: -25945172.000000 Penalty: 6078.277344
	Iteration 200F: 3 clusters Score -2.594517e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50686 members 
Mstep: Class 2 contains 159257 members 
Entering Unmasked Estep 
Score: -25945198.000000 Penalty: 6078.277344
	Iteration 201Q: 3 clusters Score -2.59452e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50591 members 
Mstep: Class 2 contains 159352 members 
Entering Unmasked Estep 
Score: -25945218.000000 Penalty: 6078.277344
	Iteration 202Q: 3 clusters Score -2.594522e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50488 members 
Mstep: Class 2 contains 159455 members 
Entering Unmasked Estep 
Score: -25945220.000000 Penalty: 6078.277344
	Iteration 203Q: 3 clusters Score -2.594522e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50375 members 
Mstep: Class 2 contains 159568 members 
Entering Unmasked Estep 
Score: -25945248.000000 Penalty: 6078.277344
	Iteration 204Q: 3 clusters Score -2.594525e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50252 members 
Mstep: Class 2 contains 159691 members 
Entering Unmasked Estep 
Score: -25945270.000000 Penalty: 6078.277344
	Iteration 205Q: 3 clusters Score -2.594527e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50144 members 
Mstep: Class 2 contains 159799 members 
Entering Unmasked Estep 
Score: -25945264.000000 Penalty: 6078.277344
	Iteration 206Q: 3 clusters Score -2.594526e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50041 members 
Mstep: Class 2 contains 159902 members 
Entering Unmasked Estep 
Score: -25945260.000000 Penalty: 6078.277344
	Iteration 207Q: 3 clusters Score -2.594526e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49945 members 
Mstep: Class 2 contains 159998 members 
Entering Unmasked Estep 
Score: -25945272.000000 Penalty: 6078.277344
	Iteration 208Q: 3 clusters Score -2.594527e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49854 members 
Mstep: Class 2 contains 160089 members 
Entering Unmasked Estep 
Score: -25945264.000000 Penalty: 6078.277344
	Iteration 209Q: 3 clusters Score -2.594526e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49766 members 
Mstep: Class 2 contains 160177 members 
Entering Unmasked Estep 
Score: -25945254.000000 Penalty: 6078.277344
	Iteration 210Q: 3 clusters Score -2.594525e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49648 members 
Mstep: Class 2 contains 160295 members 
Entering Unmasked Estep 
Score: -25945238.000000 Penalty: 6078.277344
	Iteration 211Q: 3 clusters Score -2.594524e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49491 members 
Mstep: Class 2 contains 160452 members 
Entering Unmasked Estep 
Score: -25945236.000000 Penalty: 6078.277344
	Iteration 212Q: 3 clusters Score -2.594524e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49323 members 
Mstep: Class 2 contains 160620 members 
Entering Unmasked Estep 
Score: -25945284.000000 Penalty: 6078.277344
	Iteration 213Q: 3 clusters Score -2.594528e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49146 members 
Mstep: Class 2 contains 160797 members 
Entering Unmasked Estep 
Score: -25945280.000000 Penalty: 6078.277344
	Iteration 214Q: 3 clusters Score -2.594528e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48923 members 
Mstep: Class 2 contains 161020 members 
Entering Unmasked Estep 
Score: -25945306.000000 Penalty: 6078.277344
	Iteration 215Q: 3 clusters Score -2.594531e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48722 members 
Mstep: Class 2 contains 161221 members 
Entering Unmasked Estep 
Score: -25945272.000000 Penalty: 6078.277344
	Iteration 216Q: 3 clusters Score -2.594527e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48542 members 
Mstep: Class 2 contains 161401 members 
Entering Unmasked Estep 
Score: -25945282.000000 Penalty: 6078.277344
	Iteration 217Q: 3 clusters Score -2.594528e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48332 members 
Mstep: Class 2 contains 161611 members 
Entering Unmasked Estep 
Score: -25945264.000000 Penalty: 6078.277344
	Iteration 218Q: 3 clusters Score -2.594526e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48123 members 
Mstep: Class 2 contains 161820 members 
Entering Unmasked Estep 
Score: -25945284.000000 Penalty: 6078.277344
	Iteration 219Q: 3 clusters Score -2.594528e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47877 members 
Mstep: Class 2 contains 162066 members 
Entering Unmasked Estep 
Score: -25945246.000000 Penalty: 6078.277344
	Iteration 220F: 3 clusters Score -2.594525e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47640 members 
Mstep: Class 2 contains 162303 members 
Entering Unmasked Estep 
Score: -25945320.000000 Penalty: 6078.277344
	Iteration 221Q: 3 clusters Score -2.594532e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47411 members 
Mstep: Class 2 contains 162532 members 
Entering Unmasked Estep 
Score: -25945296.000000 Penalty: 6078.277344
	Iteration 222Q: 3 clusters Score -2.59453e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47220 members 
Mstep: Class 2 contains 162723 members 
Entering Unmasked Estep 
Score: -25945298.000000 Penalty: 6078.277344
	Iteration 223Q: 3 clusters Score -2.59453e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46986 members 
Mstep: Class 2 contains 162957 members 
Entering Unmasked Estep 
Score: -25945328.000000 Penalty: 6078.277344
	Iteration 224Q: 3 clusters Score -2.594533e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46748 members 
Mstep: Class 2 contains 163195 members 
Entering Unmasked Estep 
Score: -25945354.000000 Penalty: 6078.277344
	Iteration 225Q: 3 clusters Score -2.594535e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46503 members 
Mstep: Class 2 contains 163440 members 
Entering Unmasked Estep 
Score: -25945374.000000 Penalty: 6078.277344
	Iteration 226Q: 3 clusters Score -2.594537e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46265 members 
Mstep: Class 2 contains 163678 members 
Entering Unmasked Estep 
Score: -25945410.000000 Penalty: 6078.277344
	Iteration 227Q: 3 clusters Score -2.594541e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46020 members 
Mstep: Class 2 contains 163923 members 
Entering Unmasked Estep 
Score: -25945402.000000 Penalty: 6078.277344
	Iteration 228Q: 3 clusters Score -2.59454e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45785 members 
Mstep: Class 2 contains 164158 members 
Entering Unmasked Estep 
Score: -25945384.000000 Penalty: 6078.277344
	Iteration 229Q: 3 clusters Score -2.594538e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45534 members 
Mstep: Class 2 contains 164409 members 
Entering Unmasked Estep 
Score: -25945478.000000 Penalty: 6078.277344
	Iteration 230Q: 3 clusters Score -2.594548e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45273 members 
Mstep: Class 2 contains 164670 members 
Entering Unmasked Estep 
Score: -25945466.000000 Penalty: 6078.277344
	Iteration 231Q: 3 clusters Score -2.594547e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44997 members 
Mstep: Class 2 contains 164946 members 
Entering Unmasked Estep 
Score: -25945446.000000 Penalty: 6078.277344
	Iteration 232Q: 3 clusters Score -2.594545e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44719 members 
Mstep: Class 2 contains 165224 members 
Entering Unmasked Estep 
Score: -25945446.000000 Penalty: 6078.277344
	Iteration 233Q: 3 clusters Score -2.594545e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44418 members 
Mstep: Class 2 contains 165525 members 
Entering Unmasked Estep 
Score: -25945502.000000 Penalty: 6078.277344
	Iteration 234Q: 3 clusters Score -2.59455e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44150 members 
Mstep: Class 2 contains 165793 members 
Entering Unmasked Estep 
Score: -25945514.000000 Penalty: 6078.277344
	Iteration 235Q: 3 clusters Score -2.594551e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43840 members 
Mstep: Class 2 contains 166103 members 
Entering Unmasked Estep 
Score: -25945584.000000 Penalty: 6078.277344
	Iteration 236Q: 3 clusters Score -2.594558e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43527 members 
Mstep: Class 2 contains 166416 members 
Entering Unmasked Estep 
Score: -25945524.000000 Penalty: 6078.277344
	Iteration 237Q: 3 clusters Score -2.594552e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43184 members 
Mstep: Class 2 contains 166759 members 
Entering Unmasked Estep 
Score: -25945566.000000 Penalty: 6078.277344
	Iteration 238Q: 3 clusters Score -2.594557e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42827 members 
Mstep: Class 2 contains 167116 members 
Entering Unmasked Estep 
Score: -25945610.000000 Penalty: 6078.277344
	Iteration 239Q: 3 clusters Score -2.594561e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42472 members 
Mstep: Class 2 contains 167471 members 
Entering Unmasked Estep 
Score: -25945620.000000 Penalty: 6078.277344
	Iteration 240F: 3 clusters Score -2.594562e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42066 members 
Mstep: Class 2 contains 167877 members 
Entering Unmasked Estep 
Score: -25945624.000000 Penalty: 6078.277344
	Iteration 241Q: 3 clusters Score -2.594562e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41671 members 
Mstep: Class 2 contains 168272 members 
Entering Unmasked Estep 
Score: -25945666.000000 Penalty: 6078.277344
	Iteration 242Q: 3 clusters Score -2.594567e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41280 members 
Mstep: Class 2 contains 168663 members 
Entering Unmasked Estep 
Score: -25945704.000000 Penalty: 6078.277344
	Iteration 243Q: 3 clusters Score -2.59457e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40876 members 
Mstep: Class 2 contains 169067 members 
Entering Unmasked Estep 
Score: -25945784.000000 Penalty: 6078.277344
	Iteration 244Q: 3 clusters Score -2.594578e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40458 members 
Mstep: Class 2 contains 169485 members 
Entering Unmasked Estep 
Score: -25945856.000000 Penalty: 6078.277344
	Iteration 245Q: 3 clusters Score -2.594586e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40024 members 
Mstep: Class 2 contains 169919 members 
Entering Unmasked Estep 
Score: -25945788.000000 Penalty: 6078.277344
	Iteration 246Q: 3 clusters Score -2.594579e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39554 members 
Mstep: Class 2 contains 170389 members 
Entering Unmasked Estep 
Score: -25945794.000000 Penalty: 6078.277344
	Iteration 247Q: 3 clusters Score -2.594579e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39023 members 
Mstep: Class 2 contains 170920 members 
Entering Unmasked Estep 
Score: -25945824.000000 Penalty: 6078.277344
	Iteration 248Q: 3 clusters Score -2.594582e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38491 members 
Mstep: Class 2 contains 171452 members 
Entering Unmasked Estep 
Score: -25945916.000000 Penalty: 6078.277344
	Iteration 249Q: 3 clusters Score -2.594592e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37950 members 
Mstep: Class 2 contains 171993 members 
Entering Unmasked Estep 
Score: -25945998.000000 Penalty: 6078.277344
	Iteration 250Q: 3 clusters Score -2.5946e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37408 members 
Mstep: Class 2 contains 172535 members 
Entering Unmasked Estep 
Score: -25945982.000000 Penalty: 6078.277344
	Iteration 251Q: 3 clusters Score -2.594598e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36853 members 
Mstep: Class 2 contains 173090 members 
Entering Unmasked Estep 
Score: -25946028.000000 Penalty: 6078.277344
	Iteration 252Q: 3 clusters Score -2.594603e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36321 members 
Mstep: Class 2 contains 173622 members 
Entering Unmasked Estep 
Score: -25946038.000000 Penalty: 6078.277344
	Iteration 253Q: 3 clusters Score -2.594604e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 174156 members 
Entering Unmasked Estep 
Score: -25946046.000000 Penalty: 6078.277344
	Iteration 254Q: 3 clusters Score -2.594605e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35270 members 
Mstep: Class 2 contains 174673 members 
Entering Unmasked Estep 
Score: -25946082.000000 Penalty: 6078.277344
	Iteration 255Q: 3 clusters Score -2.594608e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34753 members 
Mstep: Class 2 contains 175190 members 
Entering Unmasked Estep 
Score: -25946082.000000 Penalty: 6078.277344
	Iteration 256Q: 3 clusters Score -2.594608e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34283 members 
Mstep: Class 2 contains 175660 members 
Entering Unmasked Estep 
Score: -25946070.000000 Penalty: 6078.277344
	Iteration 257Q: 3 clusters Score -2.594607e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33830 members 
Mstep: Class 2 contains 176113 members 
Entering Unmasked Estep 
Score: -25946118.000000 Penalty: 6078.277344
	Iteration 258Q: 3 clusters Score -2.594612e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33374 members 
Mstep: Class 2 contains 176569 members 
Entering Unmasked Estep 
Score: -25946146.000000 Penalty: 6078.277344
	Iteration 259Q: 3 clusters Score -2.594615e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32875 members 
Mstep: Class 2 contains 177068 members 
Entering Unmasked Estep 
Score: -25946204.000000 Penalty: 6078.277344
	Iteration 260F: 3 clusters Score -2.59462e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 177572 members 
Entering Unmasked Estep 
Score: -25946244.000000 Penalty: 6078.277344
	Iteration 261Q: 3 clusters Score -2.594624e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31897 members 
Mstep: Class 2 contains 178046 members 
Entering Unmasked Estep 
Score: -25946214.000000 Penalty: 6078.277344
	Iteration 262Q: 3 clusters Score -2.594621e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 178510 members 
Entering Unmasked Estep 
Score: -25946214.000000 Penalty: 6078.277344
	Iteration 263Q: 3 clusters Score -2.594621e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 178974 members 
Entering Unmasked Estep 
Score: -25946216.000000 Penalty: 6078.277344
	Iteration 264Q: 3 clusters Score -2.594622e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30504 members 
Mstep: Class 2 contains 179439 members 
Entering Unmasked Estep 
Score: -25946220.000000 Penalty: 6078.277344
	Iteration 265Q: 3 clusters Score -2.594622e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30100 members 
Mstep: Class 2 contains 179843 members 
Entering Unmasked Estep 
Score: -25946248.000000 Penalty: 6078.277344
	Iteration 266Q: 3 clusters Score -2.594625e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 180261 members 
Entering Unmasked Estep 
Score: -25946162.000000 Penalty: 6078.277344
	Iteration 267Q: 3 clusters Score -2.594616e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 180710 members 
Entering Unmasked Estep 
Score: -25946144.000000 Penalty: 6078.277344
	Iteration 268Q: 3 clusters Score -2.594614e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 181176 members 
Entering Unmasked Estep 
Score: -25946248.000000 Penalty: 6078.277344
	Iteration 269Q: 3 clusters Score -2.594625e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28277 members 
Mstep: Class 2 contains 181666 members 
Entering Unmasked Estep 
Score: -25946248.000000 Penalty: 6078.277344
	Iteration 270Q: 3 clusters Score -2.594625e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 182170 members 
Entering Unmasked Estep 
Score: -25946324.000000 Penalty: 6078.277344
	Iteration 271Q: 3 clusters Score -2.594632e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 182655 members 
Entering Unmasked Estep 
Score: -25946220.000000 Penalty: 6078.277344
	Iteration 272Q: 3 clusters Score -2.594622e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 183180 members 
Entering Unmasked Estep 
Score: -25946214.000000 Penalty: 6078.277344
	Iteration 273Q: 3 clusters Score -2.594621e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 183767 members 
Entering Unmasked Estep 
Score: -25946330.000000 Penalty: 6078.277344
	Iteration 274Q: 3 clusters Score -2.594633e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 184360 members 
Entering Unmasked Estep 
Score: -25946370.000000 Penalty: 6078.277344
	Iteration 275Q: 3 clusters Score -2.594637e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 184958 members 
Entering Unmasked Estep 
Score: -25946356.000000 Penalty: 6078.277344
	Iteration 276Q: 3 clusters Score -2.594636e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 185605 members 
Entering Unmasked Estep 
Score: -25946426.000000 Penalty: 6078.277344
	Iteration 277Q: 3 clusters Score -2.594643e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 186243 members 
Entering Unmasked Estep 
Score: -25946464.000000 Penalty: 6078.277344
	Iteration 278Q: 3 clusters Score -2.594646e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 186981 members 
Entering Unmasked Estep 
Score: -25946532.000000 Penalty: 6078.277344
	Iteration 279Q: 3 clusters Score -2.594653e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 187739 members 
Entering Unmasked Estep 
Score: -25946532.000000 Penalty: 6078.277344
	Iteration 280F: 3 clusters Score -2.594653e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 188530 members 
Entering Unmasked Estep 
Score: -25946574.000000 Penalty: 6078.277344
	Iteration 281Q: 3 clusters Score -2.594657e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 189331 members 
Entering Unmasked Estep 
Score: -25946656.000000 Penalty: 6078.277344
	Iteration 282Q: 3 clusters Score -2.594666e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 190118 members 
Entering Unmasked Estep 
Score: -25946692.000000 Penalty: 6078.277344
	Iteration 283Q: 3 clusters Score -2.594669e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 190900 members 
Entering Unmasked Estep 
Score: -25946710.000000 Penalty: 6078.277344
	Iteration 284Q: 3 clusters Score -2.594671e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 191748 members 
Entering Unmasked Estep 
Score: -25946832.000000 Penalty: 6078.277344
	Iteration 285Q: 3 clusters Score -2.594683e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 192628 members 
Entering Unmasked Estep 
Score: -25947004.000000 Penalty: 6078.277344
	Iteration 286Q: 3 clusters Score -2.5947e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 193530 members 
Entering Unmasked Estep 
Score: -25947054.000000 Penalty: 6078.277344
	Iteration 287Q: 3 clusters Score -2.594705e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 194411 members 
Entering Unmasked Estep 
Score: -25947162.000000 Penalty: 6078.277344
	Iteration 288Q: 3 clusters Score -2.594716e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 195231 members 
Entering Unmasked Estep 
Score: -25947270.000000 Penalty: 6078.277344
	Iteration 289Q: 3 clusters Score -2.594727e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 196021 members 
Entering Unmasked Estep 
Score: -25947304.000000 Penalty: 6078.277344
	Iteration 290Q: 3 clusters Score -2.59473e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 196838 members 
Entering Unmasked Estep 
Score: -25947490.000000 Penalty: 6078.277344
	Iteration 291Q: 3 clusters Score -2.594749e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 197623 members 
Entering Unmasked Estep 
Score: -25947724.000000 Penalty: 6078.277344
	Iteration 292Q: 3 clusters Score -2.594772e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 198386 members 
Entering Unmasked Estep 
Score: -25947928.000000 Penalty: 6078.277344
	Iteration 293Q: 3 clusters Score -2.594793e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 199081 members 
Entering Unmasked Estep 
Score: -25947952.000000 Penalty: 6078.277344
	Iteration 294Q: 3 clusters Score -2.594795e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 199760 members 
Entering Unmasked Estep 
Score: -25948100.000000 Penalty: 6078.277344
	Iteration 295Q: 3 clusters Score -2.59481e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 200393 members 
Entering Unmasked Estep 
Score: -25948214.000000 Penalty: 6078.277344
	Iteration 296Q: 3 clusters Score -2.594821e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 200992 members 
Entering Unmasked Estep 
Score: -25948272.000000 Penalty: 6078.277344
	Iteration 297Q: 3 clusters Score -2.594827e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 201556 members 
Entering Unmasked Estep 
Score: -25948380.000000 Penalty: 6078.277344
	Iteration 298Q: 3 clusters Score -2.594838e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 202090 members 
Entering Unmasked Estep 
Score: -25948442.000000 Penalty: 6078.277344
	Iteration 299Q: 3 clusters Score -2.594844e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 202554 members 
Entering Unmasked Estep 
Score: -25948540.000000 Penalty: 6078.277344
	Iteration 300F: 3 clusters Score -2.594854e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 202979 members 
Entering Unmasked Estep 
Score: -25948584.000000 Penalty: 6078.277344
	Iteration 301Q: 3 clusters Score -2.594858e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 203349 members 
Entering Unmasked Estep 
Score: -25948618.000000 Penalty: 6078.277344
	Iteration 302Q: 3 clusters Score -2.594862e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 203688 members 
Entering Unmasked Estep 
Score: -25948630.000000 Penalty: 6078.277344
	Iteration 303Q: 3 clusters Score -2.594863e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 203981 members 
Entering Unmasked Estep 
Score: -25948758.000000 Penalty: 6078.277344
	Iteration 304Q: 3 clusters Score -2.594876e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 204242 members 
Entering Unmasked Estep 
Score: -25948796.000000 Penalty: 6078.277344
	Iteration 305Q: 3 clusters Score -2.59488e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 204491 members 
Entering Unmasked Estep 
Score: -25948864.000000 Penalty: 6078.277344
	Iteration 306Q: 3 clusters Score -2.594886e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 204716 members 
Entering Unmasked Estep 
Score: -25948916.000000 Penalty: 6078.277344
	Iteration 307Q: 3 clusters Score -2.594892e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 204916 members 
Entering Unmasked Estep 
Score: -25948970.000000 Penalty: 6078.277344
	Iteration 308Q: 3 clusters Score -2.594897e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 205084 members 
Entering Unmasked Estep 
Score: -25948978.000000 Penalty: 6078.277344
	Iteration 309Q: 3 clusters Score -2.594898e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 205225 members 
Entering Unmasked Estep 
Score: -25948994.000000 Penalty: 6078.277344
	Iteration 310Q: 3 clusters Score -2.594899e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 205357 members 
Entering Unmasked Estep 
Score: -25949074.000000 Penalty: 6078.277344
	Iteration 311Q: 3 clusters Score -2.594907e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 205464 members 
Entering Unmasked Estep 
Score: -25949072.000000 Penalty: 6078.277344
	Iteration 312Q: 3 clusters Score -2.594907e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 205550 members 
Entering Unmasked Estep 
Score: -25949076.000000 Penalty: 6078.277344
	Iteration 313Q: 3 clusters Score -2.594908e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 205624 members 
Entering Unmasked Estep 
Score: -25949048.000000 Penalty: 6078.277344
	Iteration 314Q: 3 clusters Score -2.594905e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 205702 members 
Entering Unmasked Estep 
Score: -25949048.000000 Penalty: 6078.277344
	Iteration 315Q: 3 clusters Score -2.594905e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 205770 members 
Entering Unmasked Estep 
Score: -25949060.000000 Penalty: 6078.277344
	Iteration 316Q: 3 clusters Score -2.594906e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 205825 members 
Entering Unmasked Estep 
Score: -25949088.000000 Penalty: 6078.277344
	Iteration 317Q: 3 clusters Score -2.594909e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 205888 members 
Entering Unmasked Estep 
Score: -25949100.000000 Penalty: 6078.277344
	Iteration 318Q: 3 clusters Score -2.59491e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 205944 members 
Entering Unmasked Estep 
Score: -25949110.000000 Penalty: 6078.277344
	Iteration 319Q: 3 clusters Score -2.594911e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 205998 members 
Entering Unmasked Estep 
Score: -25949124.000000 Penalty: 6078.277344
	Iteration 320F: 3 clusters Score -2.594912e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 206048 members 
Entering Unmasked Estep 
Score: -25949146.000000 Penalty: 6078.277344
	Iteration 321Q: 3 clusters Score -2.594915e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 206106 members 
Entering Unmasked Estep 
Score: -25949138.000000 Penalty: 6078.277344
	Iteration 322Q: 3 clusters Score -2.594914e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 206154 members 
Entering Unmasked Estep 
Score: -25949162.000000 Penalty: 6078.277344
	Iteration 323Q: 3 clusters Score -2.594916e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 206193 members 
Entering Unmasked Estep 
Score: -25949138.000000 Penalty: 6078.277344
	Iteration 324Q: 3 clusters Score -2.594914e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 206230 members 
Entering Unmasked Estep 
Score: -25949164.000000 Penalty: 6078.277344
	Iteration 325Q: 3 clusters Score -2.594916e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 206255 members 
Entering Unmasked Estep 
Score: -25949152.000000 Penalty: 6078.277344
	Iteration 326Q: 3 clusters Score -2.594915e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 206282 members 
Entering Unmasked Estep 
Score: -25949158.000000 Penalty: 6078.277344
	Iteration 327Q: 3 clusters Score -2.594916e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 206303 members 
Entering Unmasked Estep 
Score: -25949140.000000 Penalty: 6078.277344
	Iteration 328Q: 3 clusters Score -2.594914e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 206320 members 
Entering Unmasked Estep 
Score: -25949170.000000 Penalty: 6078.277344
	Iteration 329Q: 3 clusters Score -2.594917e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 206332 members 
Entering Unmasked Estep 
Score: -25949148.000000 Penalty: 6078.277344
	Iteration 330Q: 3 clusters Score -2.594915e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 206347 members 
Entering Unmasked Estep 
Score: -25949158.000000 Penalty: 6078.277344
	Iteration 331Q: 3 clusters Score -2.594916e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 206359 members 
Entering Unmasked Estep 
Score: -25949174.000000 Penalty: 6078.277344
	Iteration 332Q: 3 clusters Score -2.594917e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 206374 members 
Entering Unmasked Estep 
Score: -25949154.000000 Penalty: 6078.277344
	Iteration 333Q: 3 clusters Score -2.594915e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 206387 members 
Entering Unmasked Estep 
Score: -25949152.000000 Penalty: 6078.277344
	Iteration 334Q: 3 clusters Score -2.594915e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 206406 members 
Entering Unmasked Estep 
Score: -25949172.000000 Penalty: 6078.277344
	Iteration 335Q: 3 clusters Score -2.594917e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 206424 members 
Entering Unmasked Estep 
Score: -25949156.000000 Penalty: 6078.277344
	Iteration 336Q: 3 clusters Score -2.594916e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 206440 members 
Entering Unmasked Estep 
Score: -25949182.000000 Penalty: 6078.277344
	Iteration 337Q: 3 clusters Score -2.594918e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 206443 members 
Entering Unmasked Estep 
Score: -25949182.000000 Penalty: 6078.277344
	Iteration 338Q: 3 clusters Score -2.594918e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 206460 members 
Entering Unmasked Estep 
Score: -25949196.000000 Penalty: 6078.277344
	Iteration 339Q: 3 clusters Score -2.59492e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 206478 members 
Entering Unmasked Estep 
Score: -25949214.000000 Penalty: 6078.277344
	Iteration 340F: 3 clusters Score -2.594921e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 206491 members 
Entering Unmasked Estep 
Score: -25949200.000000 Penalty: 6078.277344
	Iteration 341Q: 3 clusters Score -2.59492e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 206501 members 
Entering Unmasked Estep 
Score: -25949192.000000 Penalty: 6078.277344
	Iteration 342Q: 3 clusters Score -2.594919e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 206508 members 
Entering Unmasked Estep 
Score: -25949204.000000 Penalty: 6078.277344
	Iteration 343Q: 3 clusters Score -2.59492e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 206521 members 
Entering Unmasked Estep 
Score: -25949198.000000 Penalty: 6078.277344
	Iteration 344Q: 3 clusters Score -2.59492e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 206530 members 
Entering Unmasked Estep 
Score: -25949210.000000 Penalty: 6078.277344
	Iteration 345Q: 3 clusters Score -2.594921e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 206539 members 
Entering Unmasked Estep 
Score: -25949210.000000 Penalty: 6078.277344
	Iteration 346Q: 3 clusters Score -2.594921e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 206548 members 
Entering Unmasked Estep 
Score: -25949202.000000 Penalty: 6078.277344
	Iteration 347Q: 3 clusters Score -2.59492e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 206557 members 
Entering Unmasked Estep 
Score: -25949208.000000 Penalty: 6078.277344
	Iteration 348Q: 3 clusters Score -2.594921e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 206568 members 
Entering Unmasked Estep 
Score: -25949200.000000 Penalty: 6078.277344
	Iteration 349Q: 3 clusters Score -2.59492e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 206575 members 
Entering Unmasked Estep 
Score: -25949204.000000 Penalty: 6078.277344
	Iteration 350Q: 3 clusters Score -2.59492e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 206580 members 
Entering Unmasked Estep 
Score: -25949206.000000 Penalty: 6078.277344
	Iteration 351Q: 3 clusters Score -2.594921e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 206591 members 
Entering Unmasked Estep 
Score: -25949206.000000 Penalty: 6078.277344
	Iteration 352Q: 3 clusters Score -2.594921e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 206604 members 
Entering Unmasked Estep 
Score: -25949182.000000 Penalty: 6078.277344
	Iteration 353Q: 3 clusters Score -2.594918e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 206612 members 
Entering Unmasked Estep 
Score: -25949188.000000 Penalty: 6078.277344
	Iteration 354Q: 3 clusters Score -2.594919e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 206619 members 
Entering Unmasked Estep 
Score: -25949190.000000 Penalty: 6078.277344
	Iteration 355Q: 3 clusters Score -2.594919e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 206625 members 
Entering Unmasked Estep 
Score: -25949202.000000 Penalty: 6078.277344
	Iteration 356Q: 3 clusters Score -2.59492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 206627 members 
Entering Unmasked Estep 
Score: -25949202.000000 Penalty: 6078.277344
	Iteration 357Q: 3 clusters Score -2.59492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 206631 members 
Entering Unmasked Estep 
Score: -25949192.000000 Penalty: 6078.277344
	Iteration 358Q: 3 clusters Score -2.594919e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 206636 members 
Entering Unmasked Estep 
Score: -25949188.000000 Penalty: 6078.277344
	Iteration 359Q: 3 clusters Score -2.594919e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 206641 members 
Entering Unmasked Estep 
Score: -25949194.000000 Penalty: 6078.277344
	Iteration 360F: 3 clusters Score -2.594919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 206645 members 
Entering Unmasked Estep 
Score: -25949196.000000 Penalty: 6078.277344
	Iteration 361Q: 3 clusters Score -2.59492e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 206650 members 
Entering Unmasked Estep 
Score: -25949204.000000 Penalty: 6078.277344
	Iteration 362Q: 3 clusters Score -2.59492e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 206653 members 
Entering Unmasked Estep 
Score: -25949200.000000 Penalty: 6078.277344
	Iteration 363Q: 3 clusters Score -2.59492e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 206656 members 
Entering Unmasked Estep 
Score: -25949204.000000 Penalty: 6078.277344
	Iteration 364Q: 3 clusters Score -2.59492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 206657 members 
Entering Unmasked Estep 
Score: -25949200.000000 Penalty: 6078.277344
	Iteration 365Q: 3 clusters Score -2.59492e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 206660 members 
Entering Unmasked Estep 
Score: -25949188.000000 Penalty: 6078.277344
	Iteration 366Q: 3 clusters Score -2.594919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 206661 members 
Entering Unmasked Estep 
Score: -25949184.000000 Penalty: 6078.277344
	Iteration 367Q: 3 clusters Score -2.594918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 206662 members 
Entering Unmasked Estep 
Score: -25949190.000000 Penalty: 6078.277344
	Iteration 368Q: 3 clusters Score -2.594919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 206664 members 
Entering Unmasked Estep 
Score: -25949196.000000 Penalty: 6078.277344
	Iteration 369Q: 3 clusters Score -2.59492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 206665 members 
Entering Unmasked Estep 
Score: -25949192.000000 Penalty: 6078.277344
	Iteration 370Q: 3 clusters Score -2.594919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 206666 members 
Entering Unmasked Estep 
Score: -25949186.000000 Penalty: 6078.277344
	Iteration 371Q: 3 clusters Score -2.594919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 206668 members 
Entering Unmasked Estep 
Score: -25949180.000000 Penalty: 6078.277344
	Iteration 372Q: 3 clusters Score -2.594918e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 206668 members 
Entering Unmasked Estep 
Score: -25949180.000000 Penalty: 6078.277344
	Iteration 373F: 3 clusters Score -2.594918e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Entering Unmasked Estep 
Score: -1521083.875000 Penalty: 2346.062988
	Iteration 0F: 2 clusters Score -1521084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1511595.125000 Penalty: 4692.125977
	Iteration 0F: 3 clusters Score -1511595 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1514658.375000 Penalty: 4692.125977
	Iteration 1F: 3 clusters Score -1514658 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1515188.500000 Penalty: 4692.125977
	Iteration 2F: 3 clusters Score -1515188 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1515587.875000 Penalty: 4692.125977
	Iteration 3F: 3 clusters Score -1515588 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1515924.000000 Penalty: 4692.125977
	Iteration 4F: 3 clusters Score -1515924 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1516217.375000 Penalty: 4692.125977
	Iteration 5Q: 3 clusters Score -1516217 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1516498.000000 Penalty: 4692.125977
	Iteration 6Q: 3 clusters Score -1516498 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1516740.125000 Penalty: 4692.125977
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Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 7607 members 
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	Iteration 13Q: 3 clusters Score -1517847 nChanged 323
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Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 7810 members 
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Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 8015 members 
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Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1518241 nChanged 251
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Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 8417 members 
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Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 8595 members 
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	Iteration 18Q: 3 clusters Score -1518456 nChanged 227
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Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 8784 members 
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	Iteration 19Q: 3 clusters Score -1518558 nChanged 218
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Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 8982 members 
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	Iteration 20F: 3 clusters Score -1518646 nChanged 203
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Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 9340 members 
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	Iteration 22Q: 3 clusters Score -1518839 nChanged 182
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Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 9512 members 
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	Iteration 23Q: 3 clusters Score -1518936 nChanged 192
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Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 9690 members 
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	Iteration 24Q: 3 clusters Score -1519051 nChanged 187
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Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 9865 members 
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	Iteration 25Q: 3 clusters Score -1519171 nChanged 169
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Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 10020 members 
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	Iteration 26Q: 3 clusters Score -1519287 nChanged 152
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Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 10154 members 
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	Iteration 27Q: 3 clusters Score -1519400 nChanged 151
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Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 10281 members 
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	Iteration 28Q: 3 clusters Score -1519510 nChanged 119
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Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 10366 members 
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	Iteration 29Q: 3 clusters Score -1519578 nChanged 120
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Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 10444 members 
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	Iteration 30Q: 3 clusters Score -1519649 nChanged 94
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Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 10514 members 
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	Iteration 31Q: 3 clusters Score -1519696 nChanged 70
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Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 10562 members 
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	Iteration 32Q: 3 clusters Score -1519721 nChanged 58
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Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 10606 members 
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	Iteration 33Q: 3 clusters Score -1519745 nChanged 48
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Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 10646 members 
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	Iteration 34Q: 3 clusters Score -1519759 nChanged 46
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Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 10688 members 
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	Iteration 35Q: 3 clusters Score -1519775 nChanged 45
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Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 10723 members 
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	Iteration 36Q: 3 clusters Score -1519791 nChanged 38
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Mstep: Class 1 contains 2076 members 
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	Iteration 37Q: 3 clusters Score -1519800 nChanged 34
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Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 10791 members 
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	Iteration 38Q: 3 clusters Score -1519810 nChanged 34
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Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 10819 members 
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	Iteration 39Q: 3 clusters Score -1519826 nChanged 23
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Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 10842 members 
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	Iteration 40F: 3 clusters Score -1519826 nChanged 15
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Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 10857 members 
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Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 10870 members 
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Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 10885 members 
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Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 10902 members 
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	Iteration 44Q: 3 clusters Score -1519851 nChanged 17
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Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 10919 members 
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	Iteration 45Q: 3 clusters Score -1519855 nChanged 25
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Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 10942 members 
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	Iteration 46Q: 3 clusters Score -1519879 nChanged 41
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Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 10981 members 
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Mstep: Class 1 contains 1810 members 
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	Iteration 48Q: 3 clusters Score -1519916 nChanged 33
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Mstep: Class 1 contains 1781 members 
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	Iteration 49Q: 3 clusters Score -1519930 nChanged 36
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Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 11084 members 
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	Iteration 50Q: 3 clusters Score -1519946 nChanged 36
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Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 11118 members 
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	Iteration 51Q: 3 clusters Score -1519959 nChanged 36
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Mstep: Class 1 contains 1681 members 
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	Iteration 52Q: 3 clusters Score -1519974 nChanged 35
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Mstep: Class 1 contains 1648 members 
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	Iteration 53Q: 3 clusters Score -1519986 nChanged 37
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Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 11222 members 
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Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 11251 members 
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	Iteration 55Q: 3 clusters Score -1520014 nChanged 23
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Mstep: Class 1 contains 1561 members 
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	Iteration 56Q: 3 clusters Score -1520023 nChanged 23
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Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 11295 members 
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	Iteration 57Q: 3 clusters Score -1520032 nChanged 19
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Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1520038 nChanged 24
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Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 11338 members 
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	Iteration 59Q: 3 clusters Score -1520045 nChanged 22
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Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 11358 members 
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	Iteration 60F: 3 clusters Score -1520055 nChanged 23
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Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 11381 members 
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	Iteration 61Q: 3 clusters Score -1520060 nChanged 25
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Mstep: Class 1 contains 1431 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1520070 nChanged 11
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Mstep: Class 1 contains 1420 members 
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	Iteration 63Q: 3 clusters Score -1520072 nChanged 11
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Mstep: Class 1 contains 1409 members 
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	Iteration 64Q: 3 clusters Score -1520075 nChanged 8
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	Iteration 65Q: 3 clusters Score -1520076 nChanged 8
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Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 11442 members 
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	Iteration 66Q: 3 clusters Score -1520080 nChanged 8
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Mstep: Class 1 contains 1385 members 
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	Iteration 67Q: 3 clusters Score -1520083 nChanged 12
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Mstep: Class 1 contains 1375 members 
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	Iteration 68Q: 3 clusters Score -1520088 nChanged 15
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Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 11473 members 
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	Iteration 69Q: 3 clusters Score -1520095 nChanged 20
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Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 11493 members 
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	Iteration 70Q: 3 clusters Score -1520103 nChanged 19
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Mstep: Class 1 contains 1325 members 
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	Iteration 71Q: 3 clusters Score -1520106 nChanged 18
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Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 11528 members 
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	Iteration 72Q: 3 clusters Score -1520109 nChanged 23
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Mstep: Class 1 contains 1288 members 
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	Iteration 73Q: 3 clusters Score -1520125 nChanged 20
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Mstep: Class 1 contains 1268 members 
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	Iteration 74Q: 3 clusters Score -1520125 nChanged 18
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Mstep: Class 1 contains 1250 members 
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	Iteration 75Q: 3 clusters Score -1520132 nChanged 18
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Mstep: Class 1 contains 1232 members 
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	Iteration 76Q: 3 clusters Score -1520137 nChanged 11
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Mstep: Class 1 contains 1221 members 
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	Iteration 77Q: 3 clusters Score -1520142 nChanged 9
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Mstep: Class 1 contains 1212 members 
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	Iteration 78Q: 3 clusters Score -1520146 nChanged 7
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Mstep: Class 1 contains 1205 members 
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	Iteration 79Q: 3 clusters Score -1520146 nChanged 5
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Mstep: Class 1 contains 1200 members 
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	Iteration 80F: 3 clusters Score -1520145 nChanged 3
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Mstep: Class 1 contains 1197 members 
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	Iteration 81Q: 3 clusters Score -1520151 nChanged 4
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	Iteration 82Q: 3 clusters Score -1520154 nChanged 3
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	Iteration 83Q: 3 clusters Score -1520152 nChanged 5
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	Iteration 84Q: 3 clusters Score -1520152 nChanged 7
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Mstep: Class 1 contains 1178 members 
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	Iteration 85Q: 3 clusters Score -1520152 nChanged 5
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	Iteration 86Q: 3 clusters Score -1520157 nChanged 6
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	Iteration 87Q: 3 clusters Score -1520160 nChanged 4
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	Iteration 88Q: 3 clusters Score -1520160 nChanged 9
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	Iteration 89Q: 3 clusters Score -1520162 nChanged 12
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	Iteration 90Q: 3 clusters Score -1520164 nChanged 19
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	Iteration 91Q: 3 clusters Score -1520174 nChanged 18
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Mstep: Class 1 contains 1105 members 
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	Iteration 92Q: 3 clusters Score -1520182 nChanged 23
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Mstep: Class 1 contains 1082 members 
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	Iteration 93Q: 3 clusters Score -1520189 nChanged 22
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Mstep: Class 1 contains 1062 members 
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	Iteration 94Q: 3 clusters Score -1520198 nChanged 21
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Mstep: Class 1 contains 1041 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1520203 nChanged 20
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	Iteration 96Q: 3 clusters Score -1520215 nChanged 16
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	Iteration 97Q: 3 clusters Score -1520222 nChanged 22
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Mstep: Class 1 contains 983 members 
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	Iteration 98Q: 3 clusters Score -1520231 nChanged 23
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Mstep: Class 1 contains 960 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1520244 nChanged 17
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Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -1520253.000000 Penalty: 4692.125977
	Iteration 100F: 3 clusters Score -1520253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -1520252.250000 Penalty: 4692.125977
	Iteration 101Q: 3 clusters Score -1520252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1520258.375000 Penalty: 4692.125977
	Iteration 102Q: 3 clusters Score -1520258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1520259.250000 Penalty: 4692.125977
	Iteration 103Q: 3 clusters Score -1520259 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1520265.625000 Penalty: 4692.125977
	Iteration 104Q: 3 clusters Score -1520266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -1520271.875000 Penalty: 4692.125977
	Iteration 105Q: 3 clusters Score -1520272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1520273.375000 Penalty: 4692.125977
	Iteration 106Q: 3 clusters Score -1520273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1520274.875000 Penalty: 4692.125977
	Iteration 107Q: 3 clusters Score -1520275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1520274.750000 Penalty: 4692.125977
	Iteration 108Q: 3 clusters Score -1520275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1520279.500000 Penalty: 4692.125977
	Iteration 109Q: 3 clusters Score -1520280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -1520280.750000 Penalty: 4692.125977
	Iteration 110Q: 3 clusters Score -1520281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1520284.375000 Penalty: 4692.125977
	Iteration 111Q: 3 clusters Score -1520284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1520287.375000 Penalty: 4692.125977
	Iteration 112Q: 3 clusters Score -1520287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1520289.875000 Penalty: 4692.125977
	Iteration 113Q: 3 clusters Score -1520290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1520289.875000 Penalty: 4692.125977
	Iteration 114Q: 3 clusters Score -1520290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1520289.875000 Penalty: 4692.125977
	Iteration 115F: 3 clusters Score -1520290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (150476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150476 members 
Entering Unmasked Estep 
Score: -18360530.000000 Penalty: 2956.546631
	Iteration 0F: 2 clusters Score -1.836053e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75105 members 
Mstep: Class 2 contains 75371 members 
Entering Unmasked Estep 
Score: -18259656.000000 Penalty: 5913.093262
	Iteration 0F: 3 clusters Score -1.825966e+07 nChanged 71959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74052 members 
Mstep: Class 2 contains 76424 members 
Entering Unmasked Estep 
Score: -18300798.000000 Penalty: 5913.093262
	Iteration 1F: 3 clusters Score -1.83008e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73218 members 
Mstep: Class 2 contains 77258 members 
Entering Unmasked Estep 
Score: -18301294.000000 Penalty: 5913.093262
	Iteration 2Q: 3 clusters Score -1.830129e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71874 members 
Mstep: Class 2 contains 78602 members 
Entering Unmasked Estep 
Score: -18302078.000000 Penalty: 5913.093262
	Iteration 3Q: 3 clusters Score -1.830208e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69786 members 
Mstep: Class 2 contains 80690 members 
Entering Unmasked Estep 
Score: -18303018.000000 Penalty: 5913.093262
	Iteration 4Q: 3 clusters Score -1.830302e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66664 members 
Mstep: Class 2 contains 83812 members 
Entering Unmasked Estep 
Score: -18304148.000000 Penalty: 5913.093262
	Iteration 5Q: 3 clusters Score -1.830415e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61903 members 
Mstep: Class 2 contains 88573 members 
Entering Unmasked Estep 
Score: -18306014.000000 Penalty: 5913.093262
	Iteration 6Q: 3 clusters Score -1.830601e+07 nChanged 7381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54748 members 
Mstep: Class 2 contains 95728 members 
Entering Unmasked Estep 
Score: -18309642.000000 Penalty: 5913.093262
	Iteration 7Q: 3 clusters Score -1.830964e+07 nChanged 10329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44505 members 
Mstep: Class 2 contains 105971 members 
Entering Unmasked Estep 
Score: -18316472.000000 Penalty: 5913.093262
	Iteration 8F: 3 clusters Score -1.831647e+07 nChanged 13242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31277 members 
Mstep: Class 2 contains 119199 members 
Entering Unmasked Estep 
Score: -18327684.000000 Penalty: 5913.093262
	Iteration 9F: 3 clusters Score -1.832768e+07 nChanged 13825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 133012 members 
Entering Unmasked Estep 
Score: -18341110.000000 Penalty: 5913.093262
	Iteration 10F: 3 clusters Score -1.834111e+07 nChanged 10178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 143182 members 
Entering Unmasked Estep 
Score: -18351228.000000 Penalty: 5913.093262
	Iteration 11F: 3 clusters Score -1.835123e+07 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 148043 members 
Entering Unmasked Estep 
Score: -18355936.000000 Penalty: 5913.093262
	Iteration 12Q: 3 clusters Score -1.835594e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 149567 members 
Entering Unmasked Estep 
Score: -18357224.000000 Penalty: 5913.093262
	Iteration 13Q: 3 clusters Score -1.835722e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 149991 members 
Entering Unmasked Estep 
Score: -18357614.000000 Penalty: 5913.093262
	Iteration 14Q: 3 clusters Score -1.835761e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 150123 members 
Entering Unmasked Estep 
Score: -18357770.000000 Penalty: 5913.093262
	Iteration 15Q: 3 clusters Score -1.835777e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 150164 members 
Entering Unmasked Estep 
Score: -18357824.000000 Penalty: 5913.093262
	Iteration 16Q: 3 clusters Score -1.835782e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 150173 members 
Entering Unmasked Estep 
Score: -18357838.000000 Penalty: 5913.093262
	Iteration 17Q: 3 clusters Score -1.835784e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 150179 members 
Entering Unmasked Estep 
Score: -18357868.000000 Penalty: 5913.093262
	Iteration 18Q: 3 clusters Score -1.835787e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 150182 members 
Entering Unmasked Estep 
Score: -18357878.000000 Penalty: 5913.093262
	Iteration 19Q: 3 clusters Score -1.835788e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 150178 members 
Entering Unmasked Estep 
Score: -18357888.000000 Penalty: 5913.093262
	Iteration 20F: 3 clusters Score -1.835789e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 150185 members 
Entering Unmasked Estep 
Score: -18357902.000000 Penalty: 5913.093262
	Iteration 21Q: 3 clusters Score -1.83579e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 150194 members 
Entering Unmasked Estep 
Score: -18357930.000000 Penalty: 5913.093262
	Iteration 22Q: 3 clusters Score -1.835793e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 150199 members 
Entering Unmasked Estep 
Score: -18357938.000000 Penalty: 5913.093262
	Iteration 23Q: 3 clusters Score -1.835794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 150201 members 
Entering Unmasked Estep 
Score: -18357958.000000 Penalty: 5913.093262
	Iteration 24Q: 3 clusters Score -1.835796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 150203 members 
Entering Unmasked Estep 
Score: -18357954.000000 Penalty: 5913.093262
	Iteration 25Q: 3 clusters Score -1.835795e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 150203 members 
Entering Unmasked Estep 
Score: -18357954.000000 Penalty: 5913.093262
	Iteration 26F: 3 clusters Score -1.835795e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Entering Unmasked Estep 
Score: -1778544.250000 Penalty: 2379.354980
	Iteration 0F: 2 clusters Score -1778544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1767874.250000 Penalty: 4758.709961
	Iteration 0F: 3 clusters Score -1767874 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1771261.750000 Penalty: 4758.709961
	Iteration 1F: 3 clusters Score -1771262 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1771616.125000 Penalty: 4758.709961
	Iteration 2F: 3 clusters Score -1771616 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1771952.375000 Penalty: 4758.709961
	Iteration 3F: 3 clusters Score -1771952 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1772299.375000 Penalty: 4758.709961
	Iteration 4Q: 3 clusters Score -1772299 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1772661.625000 Penalty: 4758.709961
	Iteration 5F: 3 clusters Score -1772662 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1772986.500000 Penalty: 4758.709961
	Iteration 6Q: 3 clusters Score -1772986 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1773281.625000 Penalty: 4758.709961
	Iteration 7Q: 3 clusters Score -1773282 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1773572.500000 Penalty: 4758.709961
	Iteration 8Q: 3 clusters Score -1773572 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1773813.875000 Penalty: 4758.709961
	Iteration 9Q: 3 clusters Score -1773814 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1774028.625000 Penalty: 4758.709961
	Iteration 10Q: 3 clusters Score -1774029 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1774238.625000 Penalty: 4758.709961
	Iteration 11Q: 3 clusters Score -1774239 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1774415.125000 Penalty: 4758.709961
	Iteration 12Q: 3 clusters Score -1774415 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1774577.875000 Penalty: 4758.709961
	Iteration 13Q: 3 clusters Score -1774578 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1774754.375000 Penalty: 4758.709961
	Iteration 14Q: 3 clusters Score -1774754 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1774935.875000 Penalty: 4758.709961
	Iteration 15Q: 3 clusters Score -1774936 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -1775113.750000 Penalty: 4758.709961
	Iteration 16Q: 3 clusters Score -1775114 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1775279.375000 Penalty: 4758.709961
	Iteration 17Q: 3 clusters Score -1775279 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -1775426.000000 Penalty: 4758.709961
	Iteration 18Q: 3 clusters Score -1775426 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1775591.125000 Penalty: 4758.709961
	Iteration 19Q: 3 clusters Score -1775591 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -1775742.125000 Penalty: 4758.709961
	Iteration 20F: 3 clusters Score -1775742 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -1775866.750000 Penalty: 4758.709961
	Iteration 21Q: 3 clusters Score -1775867 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -1775977.000000 Penalty: 4758.709961
	Iteration 22Q: 3 clusters Score -1775977 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -1776071.500000 Penalty: 4758.709961
	Iteration 23Q: 3 clusters Score -1776072 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -1776145.750000 Penalty: 4758.709961
	Iteration 24Q: 3 clusters Score -1776146 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -1776200.375000 Penalty: 4758.709961
	Iteration 25Q: 3 clusters Score -1776200 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -1776227.750000 Penalty: 4758.709961
	Iteration 26Q: 3 clusters Score -1776228 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -1776259.875000 Penalty: 4758.709961
	Iteration 27Q: 3 clusters Score -1776260 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -1776295.000000 Penalty: 4758.709961
	Iteration 28Q: 3 clusters Score -1776295 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -1776309.000000 Penalty: 4758.709961
	Iteration 29Q: 3 clusters Score -1776309 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -1776338.875000 Penalty: 4758.709961
	Iteration 30Q: 3 clusters Score -1776339 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -1776370.000000 Penalty: 4758.709961
	Iteration 31Q: 3 clusters Score -1776370 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -1776395.625000 Penalty: 4758.709961
	Iteration 32Q: 3 clusters Score -1776396 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -1776420.375000 Penalty: 4758.709961
	Iteration 33Q: 3 clusters Score -1776420 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -1776439.750000 Penalty: 4758.709961
	Iteration 34Q: 3 clusters Score -1776440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -1776458.375000 Penalty: 4758.709961
	Iteration 35Q: 3 clusters Score -1776458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -1776466.750000 Penalty: 4758.709961
	Iteration 36Q: 3 clusters Score -1776467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -1776470.250000 Penalty: 4758.709961
	Iteration 37Q: 3 clusters Score -1776470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -1776472.875000 Penalty: 4758.709961
	Iteration 38Q: 3 clusters Score -1776473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -1776475.125000 Penalty: 4758.709961
	Iteration 39Q: 3 clusters Score -1776475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -1776480.250000 Penalty: 4758.709961
	Iteration 40F: 3 clusters Score -1776480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -1776483.875000 Penalty: 4758.709961
	Iteration 41Q: 3 clusters Score -1776484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -1776484.125000 Penalty: 4758.709961
	Iteration 42Q: 3 clusters Score -1776484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -1776485.250000 Penalty: 4758.709961
	Iteration 43Q: 3 clusters Score -1776485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -1776491.625000 Penalty: 4758.709961
	Iteration 44Q: 3 clusters Score -1776492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -1776491.625000 Penalty: 4758.709961
	Iteration 45F: 3 clusters Score -1776492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Entering Unmasked Estep 
Score: -862513.812500 Penalty: 2212.388916
	Iteration 0F: 2 clusters Score -862513.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -856493.875000 Penalty: 4424.777832
	Iteration 0F: 3 clusters Score -856493.9 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -858131.312500 Penalty: 4424.777832
	Iteration 1F: 3 clusters Score -858131.3 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -858401.000000 Penalty: 4424.777832
	Iteration 2F: 3 clusters Score -858401 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -858578.250000 Penalty: 4424.777832
	Iteration 3Q: 3 clusters Score -858578.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -858745.125000 Penalty: 4424.777832
	Iteration 4Q: 3 clusters Score -858745.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -858907.750000 Penalty: 4424.777832
	Iteration 5Q: 3 clusters Score -858907.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -859062.000000 Penalty: 4424.777832
	Iteration 6Q: 3 clusters Score -859062 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -859204.937500 Penalty: 4424.777832
	Iteration 7Q: 3 clusters Score -859204.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -859394.250000 Penalty: 4424.777832
	Iteration 8Q: 3 clusters Score -859394.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -859609.812500 Penalty: 4424.777832
	Iteration 9Q: 3 clusters Score -859609.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -859833.000000 Penalty: 4424.777832
	Iteration 10Q: 3 clusters Score -859833 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -860077.875000 Penalty: 4424.777832
	Iteration 11Q: 3 clusters Score -860077.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -860312.437500 Penalty: 4424.777832
	Iteration 12Q: 3 clusters Score -860312.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -860482.062500 Penalty: 4424.777832
	Iteration 13Q: 3 clusters Score -860482.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -860609.437500 Penalty: 4424.777832
	Iteration 14Q: 3 clusters Score -860609.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -860701.375000 Penalty: 4424.777832
	Iteration 15Q: 3 clusters Score -860701.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -860755.562500 Penalty: 4424.777832
	Iteration 16Q: 3 clusters Score -860755.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -860789.562500 Penalty: 4424.777832
	Iteration 17Q: 3 clusters Score -860789.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -860815.062500 Penalty: 4424.777832
	Iteration 18Q: 3 clusters Score -860815.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -860834.125000 Penalty: 4424.777832
	Iteration 19Q: 3 clusters Score -860834.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -860839.312500 Penalty: 4424.777832
	Iteration 20F: 3 clusters Score -860839.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -860842.812500 Penalty: 4424.777832
	Iteration 21Q: 3 clusters Score -860842.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -860846.437500 Penalty: 4424.777832
	Iteration 22Q: 3 clusters Score -860846.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -860848.562500 Penalty: 4424.777832
	Iteration 23Q: 3 clusters Score -860848.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -860849.875000 Penalty: 4424.777832
	Iteration 24Q: 3 clusters Score -860849.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -860849.312500 Penalty: 4424.777832
	Iteration 25Q: 3 clusters Score -860849.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -860849.312500 Penalty: 4424.777832
	Iteration 26F: 3 clusters Score -860849.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Entering Unmasked Estep 
Score: -1018486.062500 Penalty: 2235.703613
	Iteration 0F: 2 clusters Score -1018486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1011935.625000 Penalty: 4471.407227
	Iteration 0F: 3 clusters Score -1011936 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1013693.812500 Penalty: 4471.407227
	Iteration 1F: 3 clusters Score -1013694 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1013911.437500 Penalty: 4471.407227
	Iteration 2F: 3 clusters Score -1013911 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1014045.187500 Penalty: 4471.407227
	Iteration 3Q: 3 clusters Score -1014045 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1014120.562500 Penalty: 4471.407227
	Iteration 4Q: 3 clusters Score -1014121 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1014187.312500 Penalty: 4471.407227
	Iteration 5Q: 3 clusters Score -1014187 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1014242.000000 Penalty: 4471.407227
	Iteration 6Q: 3 clusters Score -1014242 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1014295.000000 Penalty: 4471.407227
	Iteration 7Q: 3 clusters Score -1014295 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1014337.875000 Penalty: 4471.407227
	Iteration 8Q: 3 clusters Score -1014338 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1014381.187500 Penalty: 4471.407227
	Iteration 9Q: 3 clusters Score -1014381 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1014412.062500 Penalty: 4471.407227
	Iteration 10Q: 3 clusters Score -1014412 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1014440.375000 Penalty: 4471.407227
	Iteration 11Q: 3 clusters Score -1014440 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1014459.312500 Penalty: 4471.407227
	Iteration 12Q: 3 clusters Score -1014459 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1014480.437500 Penalty: 4471.407227
	Iteration 13Q: 3 clusters Score -1014480 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1014492.687500 Penalty: 4471.407227
	Iteration 14Q: 3 clusters Score -1014493 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1014505.187500 Penalty: 4471.407227
	Iteration 15Q: 3 clusters Score -1014505 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1014517.875000 Penalty: 4471.407227
	Iteration 16Q: 3 clusters Score -1014518 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1014529.500000 Penalty: 4471.407227
	Iteration 17Q: 3 clusters Score -1014530 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1014543.312500 Penalty: 4471.407227
	Iteration 18Q: 3 clusters Score -1014543 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1014553.375000 Penalty: 4471.407227
	Iteration 19Q: 3 clusters Score -1014553 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1014562.000000 Penalty: 4471.407227
	Iteration 20F: 3 clusters Score -1014562 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1014567.937500 Penalty: 4471.407227
	Iteration 21Q: 3 clusters Score -1014568 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1014573.750000 Penalty: 4471.407227
	Iteration 22Q: 3 clusters Score -1014574 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1014577.562500 Penalty: 4471.407227
	Iteration 23Q: 3 clusters Score -1014578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1014585.375000 Penalty: 4471.407227
	Iteration 24Q: 3 clusters Score -1014585 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1014586.000000 Penalty: 4471.407227
	Iteration 25Q: 3 clusters Score -1014586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1014587.750000 Penalty: 4471.407227
	Iteration 26Q: 3 clusters Score -1014588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1014591.437500 Penalty: 4471.407227
	Iteration 27Q: 3 clusters Score -1014591 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1014594.312500 Penalty: 4471.407227
	Iteration 28Q: 3 clusters Score -1014594 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1014599.312500 Penalty: 4471.407227
	Iteration 29Q: 3 clusters Score -1014599 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1014603.500000 Penalty: 4471.407227
	Iteration 30Q: 3 clusters Score -1014604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1014607.312500 Penalty: 4471.407227
	Iteration 31Q: 3 clusters Score -1014607 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1014611.562500 Penalty: 4471.407227
	Iteration 32Q: 3 clusters Score -1014612 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1014613.125000 Penalty: 4471.407227
	Iteration 33Q: 3 clusters Score -1014613 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1014617.437500 Penalty: 4471.407227
	Iteration 34Q: 3 clusters Score -1014617 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1014617.812500 Penalty: 4471.407227
	Iteration 35Q: 3 clusters Score -1014618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1014624.375000 Penalty: 4471.407227
	Iteration 36Q: 3 clusters Score -1014624 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1014627.187500 Penalty: 4471.407227
	Iteration 37Q: 3 clusters Score -1014627 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1014630.000000 Penalty: 4471.407227
	Iteration 38Q: 3 clusters Score -1014630 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1014636.687500 Penalty: 4471.407227
	Iteration 39Q: 3 clusters Score -1014637 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1014641.437500 Penalty: 4471.407227
	Iteration 40F: 3 clusters Score -1014641 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1014647.500000 Penalty: 4471.407227
	Iteration 41Q: 3 clusters Score -1014648 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1014654.750000 Penalty: 4471.407227
	Iteration 42Q: 3 clusters Score -1014655 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1014660.437500 Penalty: 4471.407227
	Iteration 43Q: 3 clusters Score -1014660 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1014666.875000 Penalty: 4471.407227
	Iteration 44Q: 3 clusters Score -1014667 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1014673.437500 Penalty: 4471.407227
	Iteration 45Q: 3 clusters Score -1014673 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1014682.875000 Penalty: 4471.407227
	Iteration 46Q: 3 clusters Score -1014683 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1014692.375000 Penalty: 4471.407227
	Iteration 47Q: 3 clusters Score -1014692 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1014698.875000 Penalty: 4471.407227
	Iteration 48Q: 3 clusters Score -1014699 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1014707.312500 Penalty: 4471.407227
	Iteration 49Q: 3 clusters Score -1014707 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1014712.750000 Penalty: 4471.407227
	Iteration 50Q: 3 clusters Score -1014713 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1014721.187500 Penalty: 4471.407227
	Iteration 51Q: 3 clusters Score -1014721 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1014728.000000 Penalty: 4471.407227
	Iteration 52Q: 3 clusters Score -1014728 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1014735.375000 Penalty: 4471.407227
	Iteration 53Q: 3 clusters Score -1014735 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1014742.500000 Penalty: 4471.407227
	Iteration 54Q: 3 clusters Score -1014742 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1014752.062500 Penalty: 4471.407227
	Iteration 55Q: 3 clusters Score -1014752 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1014760.437500 Penalty: 4471.407227
	Iteration 56Q: 3 clusters Score -1014760 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1014768.187500 Penalty: 4471.407227
	Iteration 57Q: 3 clusters Score -1014768 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1014780.375000 Penalty: 4471.407227
	Iteration 58Q: 3 clusters Score -1014780 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1014787.125000 Penalty: 4471.407227
	Iteration 59Q: 3 clusters Score -1014787 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1014803.562500 Penalty: 4471.407227
	Iteration 60F: 3 clusters Score -1014804 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1014817.062500 Penalty: 4471.407227
	Iteration 61Q: 3 clusters Score -1014817 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1014829.687500 Penalty: 4471.407227
	Iteration 62Q: 3 clusters Score -1014830 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1014850.687500 Penalty: 4471.407227
	Iteration 63Q: 3 clusters Score -1014851 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1014879.812500 Penalty: 4471.407227
	Iteration 64Q: 3 clusters Score -1014880 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1014926.062500 Penalty: 4471.407227
	Iteration 65Q: 3 clusters Score -1014926 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1014983.125000 Penalty: 4471.407227
	Iteration 66Q: 3 clusters Score -1014983 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1015053.187500 Penalty: 4471.407227
	Iteration 67Q: 3 clusters Score -1015053 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1015131.687500 Penalty: 4471.407227
	Iteration 68Q: 3 clusters Score -1015132 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1015224.750000 Penalty: 4471.407227
	Iteration 69Q: 3 clusters Score -1015225 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1015332.562500 Penalty: 4471.407227
	Iteration 70Q: 3 clusters Score -1015333 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1015461.500000 Penalty: 4471.407227
	Iteration 71Q: 3 clusters Score -1015462 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1015594.687500 Penalty: 4471.407227
	Iteration 72Q: 3 clusters Score -1015595 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1015728.375000 Penalty: 4471.407227
	Iteration 73Q: 3 clusters Score -1015728 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1015865.312500 Penalty: 4471.407227
	Iteration 74Q: 3 clusters Score -1015865 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1015982.500000 Penalty: 4471.407227
	Iteration 75Q: 3 clusters Score -1015982 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1016076.375000 Penalty: 4471.407227
	Iteration 76Q: 3 clusters Score -1016076 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1016166.250000 Penalty: 4471.407227
	Iteration 77Q: 3 clusters Score -1016166 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1016225.812500 Penalty: 4471.407227
	Iteration 78Q: 3 clusters Score -1016226 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1016282.875000 Penalty: 4471.407227
	Iteration 79Q: 3 clusters Score -1016283 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1016310.750000 Penalty: 4471.407227
	Iteration 80F: 3 clusters Score -1016311 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1016335.000000 Penalty: 4471.407227
	Iteration 81Q: 3 clusters Score -1016335 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1016363.937500 Penalty: 4471.407227
	Iteration 82Q: 3 clusters Score -1016364 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1016400.625000 Penalty: 4471.407227
	Iteration 83Q: 3 clusters Score -1016401 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1016425.437500 Penalty: 4471.407227
	Iteration 84Q: 3 clusters Score -1016425 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1016440.437500 Penalty: 4471.407227
	Iteration 85Q: 3 clusters Score -1016440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1016457.687500 Penalty: 4471.407227
	Iteration 86Q: 3 clusters Score -1016458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1016469.250000 Penalty: 4471.407227
	Iteration 87Q: 3 clusters Score -1016469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1016478.000000 Penalty: 4471.407227
	Iteration 88Q: 3 clusters Score -1016478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1016481.000000 Penalty: 4471.407227
	Iteration 89Q: 3 clusters Score -1016481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1016485.312500 Penalty: 4471.407227
	Iteration 90Q: 3 clusters Score -1016485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1016489.812500 Penalty: 4471.407227
	Iteration 91Q: 3 clusters Score -1016490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1016493.312500 Penalty: 4471.407227
	Iteration 92Q: 3 clusters Score -1016493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1016497.062500 Penalty: 4471.407227
	Iteration 93Q: 3 clusters Score -1016497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1016500.375000 Penalty: 4471.407227
	Iteration 94Q: 3 clusters Score -1016500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1016506.562500 Penalty: 4471.407227
	Iteration 95Q: 3 clusters Score -1016507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1016508.250000 Penalty: 4471.407227
	Iteration 96Q: 3 clusters Score -1016508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1016511.562500 Penalty: 4471.407227
	Iteration 97Q: 3 clusters Score -1016512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1016513.625000 Penalty: 4471.407227
	Iteration 98Q: 3 clusters Score -1016514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1016512.875000 Penalty: 4471.407227
	Iteration 99Q: 3 clusters Score -1016513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1016516.062500 Penalty: 4471.407227
	Iteration 100F: 3 clusters Score -1016516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Entering Unmasked Estep 
Score: -1062403.750000 Penalty: 2255.041016
	Iteration 0F: 2 clusters Score -1062404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1055358.625000 Penalty: 4510.082031
	Iteration 0F: 3 clusters Score -1055359 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1057703.125000 Penalty: 4510.082031
	Iteration 1F: 3 clusters Score -1057703 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1058501.000000 Penalty: 4510.082031
	Iteration 2F: 3 clusters Score -1058501 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1059494.375000 Penalty: 4510.082031
	Iteration 3F: 3 clusters Score -1059494 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1060527.875000 Penalty: 4510.082031
	Iteration 4F: 3 clusters Score -1060528 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1061261.625000 Penalty: 4510.082031
	Iteration 5F: 3 clusters Score -1061262 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1061613.250000 Penalty: 4510.082031
	Iteration 6F: 3 clusters Score -1061613 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1061778.625000 Penalty: 4510.082031
	Iteration 7Q: 3 clusters Score -1061779 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1061844.625000 Penalty: 4510.082031
	Iteration 8Q: 3 clusters Score -1061845 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1061878.125000 Penalty: 4510.082031
	Iteration 9Q: 3 clusters Score -1061878 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1061886.000000 Penalty: 4510.082031
	Iteration 10Q: 3 clusters Score -1061886 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1061891.125000 Penalty: 4510.082031
	Iteration 11Q: 3 clusters Score -1061891 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1061894.250000 Penalty: 4510.082031
	Iteration 12Q: 3 clusters Score -1061894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1061893.875000 Penalty: 4510.082031
	Iteration 13Q: 3 clusters Score -1061894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1061894.250000 Penalty: 4510.082031
	Iteration 14Q: 3 clusters Score -1061894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1061895.125000 Penalty: 4510.082031
	Iteration 15Q: 3 clusters Score -1061895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1061896.250000 Penalty: 4510.082031
	Iteration 16Q: 3 clusters Score -1061896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1061896.250000 Penalty: 4510.082031
	Iteration 17F: 3 clusters Score -1061896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Entering Unmasked Estep 
Score: -1059998.125000 Penalty: 2258.750488
	Iteration 0F: 2 clusters Score -1059998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1053040.875000 Penalty: 4517.500977
	Iteration 0F: 3 clusters Score -1053041 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1055170.250000 Penalty: 4517.500977
	Iteration 1F: 3 clusters Score -1055170 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1055565.250000 Penalty: 4517.500977
	Iteration 2F: 3 clusters Score -1055565 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1055901.375000 Penalty: 4517.500977
	Iteration 3F: 3 clusters Score -1055901 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1056244.125000 Penalty: 4517.500977
	Iteration 4F: 3 clusters Score -1056244 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1056585.625000 Penalty: 4517.500977
	Iteration 5F: 3 clusters Score -1056586 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1056944.125000 Penalty: 4517.500977
	Iteration 6F: 3 clusters Score -1056944 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1057258.875000 Penalty: 4517.500977
	Iteration 7Q: 3 clusters Score -1057259 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1057516.625000 Penalty: 4517.500977
	Iteration 8Q: 3 clusters Score -1057517 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1057704.625000 Penalty: 4517.500977
	Iteration 9Q: 3 clusters Score -1057705 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1057844.000000 Penalty: 4517.500977
	Iteration 10Q: 3 clusters Score -1057844 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1057961.250000 Penalty: 4517.500977
	Iteration 11Q: 3 clusters Score -1057961 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1058056.500000 Penalty: 4517.500977
	Iteration 12Q: 3 clusters Score -1058056 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1058135.625000 Penalty: 4517.500977
	Iteration 13Q: 3 clusters Score -1058136 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1058184.250000 Penalty: 4517.500977
	Iteration 14Q: 3 clusters Score -1058184 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1058220.750000 Penalty: 4517.500977
	Iteration 15Q: 3 clusters Score -1058221 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1058244.000000 Penalty: 4517.500977
	Iteration 16Q: 3 clusters Score -1058244 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1058260.625000 Penalty: 4517.500977
	Iteration 17Q: 3 clusters Score -1058261 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1058274.000000 Penalty: 4517.500977
	Iteration 18Q: 3 clusters Score -1058274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1058283.500000 Penalty: 4517.500977
	Iteration 19Q: 3 clusters Score -1058284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1058292.250000 Penalty: 4517.500977
	Iteration 20F: 3 clusters Score -1058292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1058297.125000 Penalty: 4517.500977
	Iteration 21Q: 3 clusters Score -1058297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1058301.750000 Penalty: 4517.500977
	Iteration 22Q: 3 clusters Score -1058302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1058303.750000 Penalty: 4517.500977
	Iteration 23Q: 3 clusters Score -1058304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1058304.000000 Penalty: 4517.500977
	Iteration 24Q: 3 clusters Score -1058304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1058304.000000 Penalty: 4517.500977
	Iteration 25F: 3 clusters Score -1058304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Entering Unmasked Estep 
Score: -689883.187500 Penalty: 2167.166504
	Iteration 0F: 2 clusters Score -689883.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -684582.937500 Penalty: 4334.333008
	Iteration 0F: 3 clusters Score -684582.9 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -686039.250000 Penalty: 4334.333008
	Iteration 1F: 3 clusters Score -686039.2 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -686383.437500 Penalty: 4334.333008
	Iteration 2F: 3 clusters Score -686383.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -686648.812500 Penalty: 4334.333008
	Iteration 3F: 3 clusters Score -686648.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -686875.937500 Penalty: 4334.333008
	Iteration 4F: 3 clusters Score -686875.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -687067.750000 Penalty: 4334.333008
	Iteration 5Q: 3 clusters Score -687067.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -687260.312500 Penalty: 4334.333008
	Iteration 6Q: 3 clusters Score -687260.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -687435.625000 Penalty: 4334.333008
	Iteration 7Q: 3 clusters Score -687435.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -687596.687500 Penalty: 4334.333008
	Iteration 8Q: 3 clusters Score -687596.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -687739.375000 Penalty: 4334.333008
	Iteration 9Q: 3 clusters Score -687739.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -687871.500000 Penalty: 4334.333008
	Iteration 10Q: 3 clusters Score -687871.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -687987.000000 Penalty: 4334.333008
	Iteration 11Q: 3 clusters Score -687987 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -688095.500000 Penalty: 4334.333008
	Iteration 12Q: 3 clusters Score -688095.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -688181.250000 Penalty: 4334.333008
	Iteration 13Q: 3 clusters Score -688181.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -688246.937500 Penalty: 4334.333008
	Iteration 14Q: 3 clusters Score -688246.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -688294.437500 Penalty: 4334.333008
	Iteration 15Q: 3 clusters Score -688294.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -688340.312500 Penalty: 4334.333008
	Iteration 16Q: 3 clusters Score -688340.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -688376.875000 Penalty: 4334.333008
	Iteration 17Q: 3 clusters Score -688376.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -688409.750000 Penalty: 4334.333008
	Iteration 18Q: 3 clusters Score -688409.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -688446.312500 Penalty: 4334.333008
	Iteration 19Q: 3 clusters Score -688446.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -688481.062500 Penalty: 4334.333008
	Iteration 20F: 3 clusters Score -688481.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -688508.250000 Penalty: 4334.333008
	Iteration 21Q: 3 clusters Score -688508.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -688531.625000 Penalty: 4334.333008
	Iteration 22Q: 3 clusters Score -688531.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -688542.875000 Penalty: 4334.333008
	Iteration 23Q: 3 clusters Score -688542.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -688550.250000 Penalty: 4334.333008
	Iteration 24Q: 3 clusters Score -688550.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -688555.750000 Penalty: 4334.333008
	Iteration 25Q: 3 clusters Score -688555.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -688560.437500 Penalty: 4334.333008
	Iteration 26Q: 3 clusters Score -688560.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -688564.125000 Penalty: 4334.333008
	Iteration 27Q: 3 clusters Score -688564.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -688567.750000 Penalty: 4334.333008
	Iteration 28Q: 3 clusters Score -688567.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -688573.875000 Penalty: 4334.333008
	Iteration 29Q: 3 clusters Score -688573.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -688579.875000 Penalty: 4334.333008
	Iteration 30Q: 3 clusters Score -688579.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -688585.250000 Penalty: 4334.333008
	Iteration 31Q: 3 clusters Score -688585.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -688588.375000 Penalty: 4334.333008
	Iteration 32Q: 3 clusters Score -688588.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -688596.312500 Penalty: 4334.333008
	Iteration 33Q: 3 clusters Score -688596.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -688606.937500 Penalty: 4334.333008
	Iteration 34Q: 3 clusters Score -688606.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -688616.812500 Penalty: 4334.333008
	Iteration 35Q: 3 clusters Score -688616.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -688626.687500 Penalty: 4334.333008
	Iteration 36Q: 3 clusters Score -688626.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -688631.437500 Penalty: 4334.333008
	Iteration 37Q: 3 clusters Score -688631.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -688636.875000 Penalty: 4334.333008
	Iteration 38Q: 3 clusters Score -688636.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -688640.375000 Penalty: 4334.333008
	Iteration 39Q: 3 clusters Score -688640.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -688640.812500 Penalty: 4334.333008
	Iteration 40F: 3 clusters Score -688640.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -688641.500000 Penalty: 4334.333008
	Iteration 41Q: 3 clusters Score -688641.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -688641.125000 Penalty: 4334.333008
	Iteration 42Q: 3 clusters Score -688641.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -688641.125000 Penalty: 4334.333008
	Iteration 43F: 3 clusters Score -688641.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (325667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325667 members 
Entering Unmasked Estep 
Score: -39612800.000000 Penalty: 3148.020264
	Iteration 0F: 2 clusters Score -3.96128e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163019 members 
Mstep: Class 2 contains 162648 members 
Entering Unmasked Estep 
Score: -39427180.000000 Penalty: 6296.040527
	Iteration 0F: 3 clusters Score -3.942718e+07 nChanged 157946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163727 members 
Mstep: Class 2 contains 161940 members 
Entering Unmasked Estep 
Score: -39520912.000000 Penalty: 6296.040527
	Iteration 1F: 3 clusters Score -3.952091e+07 nChanged 8589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163582 members 
Mstep: Class 2 contains 162085 members 
Entering Unmasked Estep 
Score: -39522496.000000 Penalty: 6296.040527
	Iteration 2Q: 3 clusters Score -3.95225e+07 nChanged 9591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163331 members 
Mstep: Class 2 contains 162336 members 
Entering Unmasked Estep 
Score: -39525172.000000 Penalty: 6296.040527
	Iteration 3Q: 3 clusters Score -3.952517e+07 nChanged 11162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162811 members 
Mstep: Class 2 contains 162856 members 
Entering Unmasked Estep 
Score: -39528712.000000 Penalty: 6296.040527
	Iteration 4Q: 3 clusters Score -3.952871e+07 nChanged 12951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161898 members 
Mstep: Class 2 contains 163769 members 
Entering Unmasked Estep 
Score: -39533320.000000 Penalty: 6296.040527
	Iteration 5Q: 3 clusters Score -3.953332e+07 nChanged 14555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160597 members 
Mstep: Class 2 contains 165070 members 
Entering Unmasked Estep 
Score: -39539340.000000 Penalty: 6296.040527
	Iteration 6Q: 3 clusters Score -3.953934e+07 nChanged 15835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158964 members 
Mstep: Class 2 contains 166703 members 
Entering Unmasked Estep 
Score: -39545516.000000 Penalty: 6296.040527
	Iteration 7Q: 3 clusters Score -3.954552e+07 nChanged 16173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157143 members 
Mstep: Class 2 contains 168524 members 
Entering Unmasked Estep 
Score: -39552368.000000 Penalty: 6296.040527
	Iteration 8Q: 3 clusters Score -3.955237e+07 nChanged 15356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155205 members 
Mstep: Class 2 contains 170462 members 
Entering Unmasked Estep 
Score: -39558376.000000 Penalty: 6296.040527
	Iteration 9Q: 3 clusters Score -3.955838e+07 nChanged 13659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152992 members 
Mstep: Class 2 contains 172675 members 
Entering Unmasked Estep 
Score: -39562632.000000 Penalty: 6296.040527
	Iteration 10Q: 3 clusters Score -3.956263e+07 nChanged 12049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150233 members 
Mstep: Class 2 contains 175434 members 
Entering Unmasked Estep 
Score: -39566548.000000 Penalty: 6296.040527
	Iteration 11Q: 3 clusters Score -3.956655e+07 nChanged 10428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146747 members 
Mstep: Class 2 contains 178920 members 
Entering Unmasked Estep 
Score: -39569704.000000 Penalty: 6296.040527
	Iteration 12Q: 3 clusters Score -3.95697e+07 nChanged 9561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142310 members 
Mstep: Class 2 contains 183357 members 
Entering Unmasked Estep 
Score: -39572716.000000 Penalty: 6296.040527
	Iteration 13Q: 3 clusters Score -3.957272e+07 nChanged 9305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136763 members 
Mstep: Class 2 contains 188904 members 
Entering Unmasked Estep 
Score: -39576072.000000 Penalty: 6296.040527
	Iteration 14Q: 3 clusters Score -3.957607e+07 nChanged 9660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130175 members 
Mstep: Class 2 contains 195492 members 
Entering Unmasked Estep 
Score: -39579764.000000 Penalty: 6296.040527
	Iteration 15Q: 3 clusters Score -3.957976e+07 nChanged 10298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122939 members 
Mstep: Class 2 contains 202728 members 
Entering Unmasked Estep 
Score: -39583916.000000 Penalty: 6296.040527
	Iteration 16Q: 3 clusters Score -3.958392e+07 nChanged 10626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115649 members 
Mstep: Class 2 contains 210018 members 
Entering Unmasked Estep 
Score: -39587988.000000 Penalty: 6296.040527
	Iteration 17Q: 3 clusters Score -3.958799e+07 nChanged 9730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108959 members 
Mstep: Class 2 contains 216708 members 
Entering Unmasked Estep 
Score: -39591200.000000 Penalty: 6296.040527
	Iteration 18Q: 3 clusters Score -3.95912e+07 nChanged 8324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102939 members 
Mstep: Class 2 contains 222728 members 
Entering Unmasked Estep 
Score: -39592896.000000 Penalty: 6296.040527
	Iteration 19Q: 3 clusters Score -3.95929e+07 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97478 members 
Mstep: Class 2 contains 228189 members 
Entering Unmasked Estep 
Score: -39594036.000000 Penalty: 6296.040527
	Iteration 20F: 3 clusters Score -3.959404e+07 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92560 members 
Mstep: Class 2 contains 233107 members 
Entering Unmasked Estep 
Score: -39594464.000000 Penalty: 6296.040527
	Iteration 21Q: 3 clusters Score -3.959446e+07 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88269 members 
Mstep: Class 2 contains 237398 members 
Entering Unmasked Estep 
Score: -39594380.000000 Penalty: 6296.040527
	Iteration 22Q: 3 clusters Score -3.959438e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84495 members 
Mstep: Class 2 contains 241172 members 
Entering Unmasked Estep 
Score: -39594268.000000 Penalty: 6296.040527
	Iteration 23Q: 3 clusters Score -3.959427e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81179 members 
Mstep: Class 2 contains 244488 members 
Entering Unmasked Estep 
Score: -39594268.000000 Penalty: 6296.040527
	Iteration 24Q: 3 clusters Score -3.959427e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78127 members 
Mstep: Class 2 contains 247540 members 
Entering Unmasked Estep 
Score: -39594220.000000 Penalty: 6296.040527
	Iteration 25Q: 3 clusters Score -3.959422e+07 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75201 members 
Mstep: Class 2 contains 250466 members 
Entering Unmasked Estep 
Score: -39594212.000000 Penalty: 6296.040527
	Iteration 26Q: 3 clusters Score -3.959421e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72521 members 
Mstep: Class 2 contains 253146 members 
Entering Unmasked Estep 
Score: -39594120.000000 Penalty: 6296.040527
	Iteration 27Q: 3 clusters Score -3.959412e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70084 members 
Mstep: Class 2 contains 255583 members 
Entering Unmasked Estep 
Score: -39593956.000000 Penalty: 6296.040527
	Iteration 28Q: 3 clusters Score -3.959396e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67794 members 
Mstep: Class 2 contains 257873 members 
Entering Unmasked Estep 
Score: -39593960.000000 Penalty: 6296.040527
	Iteration 29Q: 3 clusters Score -3.959396e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65684 members 
Mstep: Class 2 contains 259983 members 
Entering Unmasked Estep 
Score: -39594000.000000 Penalty: 6296.040527
	Iteration 30Q: 3 clusters Score -3.9594e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63734 members 
Mstep: Class 2 contains 261933 members 
Entering Unmasked Estep 
Score: -39594104.000000 Penalty: 6296.040527
	Iteration 31Q: 3 clusters Score -3.95941e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61941 members 
Mstep: Class 2 contains 263726 members 
Entering Unmasked Estep 
Score: -39594288.000000 Penalty: 6296.040527
	Iteration 32Q: 3 clusters Score -3.959429e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60219 members 
Mstep: Class 2 contains 265448 members 
Entering Unmasked Estep 
Score: -39594344.000000 Penalty: 6296.040527
	Iteration 33Q: 3 clusters Score -3.959434e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58593 members 
Mstep: Class 2 contains 267074 members 
Entering Unmasked Estep 
Score: -39594484.000000 Penalty: 6296.040527
	Iteration 34Q: 3 clusters Score -3.959448e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57059 members 
Mstep: Class 2 contains 268608 members 
Entering Unmasked Estep 
Score: -39594620.000000 Penalty: 6296.040527
	Iteration 35Q: 3 clusters Score -3.959462e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55532 members 
Mstep: Class 2 contains 270135 members 
Entering Unmasked Estep 
Score: -39594932.000000 Penalty: 6296.040527
	Iteration 36Q: 3 clusters Score -3.959493e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53994 members 
Mstep: Class 2 contains 271673 members 
Entering Unmasked Estep 
Score: -39595144.000000 Penalty: 6296.040527
	Iteration 37Q: 3 clusters Score -3.959514e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52446 members 
Mstep: Class 2 contains 273221 members 
Entering Unmasked Estep 
Score: -39595456.000000 Penalty: 6296.040527
	Iteration 38Q: 3 clusters Score -3.959546e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50943 members 
Mstep: Class 2 contains 274724 members 
Entering Unmasked Estep 
Score: -39595896.000000 Penalty: 6296.040527
	Iteration 39Q: 3 clusters Score -3.95959e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49469 members 
Mstep: Class 2 contains 276198 members 
Entering Unmasked Estep 
Score: -39596244.000000 Penalty: 6296.040527
	Iteration 40F: 3 clusters Score -3.959624e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47976 members 
Mstep: Class 2 contains 277691 members 
Entering Unmasked Estep 
Score: -39596712.000000 Penalty: 6296.040527
	Iteration 41Q: 3 clusters Score -3.959671e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46440 members 
Mstep: Class 2 contains 279227 members 
Entering Unmasked Estep 
Score: -39597224.000000 Penalty: 6296.040527
	Iteration 42Q: 3 clusters Score -3.959722e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44861 members 
Mstep: Class 2 contains 280806 members 
Entering Unmasked Estep 
Score: -39597832.000000 Penalty: 6296.040527
	Iteration 43Q: 3 clusters Score -3.959783e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43199 members 
Mstep: Class 2 contains 282468 members 
Entering Unmasked Estep 
Score: -39598428.000000 Penalty: 6296.040527
	Iteration 44Q: 3 clusters Score -3.959843e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41470 members 
Mstep: Class 2 contains 284197 members 
Entering Unmasked Estep 
Score: -39599152.000000 Penalty: 6296.040527
	Iteration 45Q: 3 clusters Score -3.959915e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39728 members 
Mstep: Class 2 contains 285939 members 
Entering Unmasked Estep 
Score: -39599888.000000 Penalty: 6296.040527
	Iteration 46Q: 3 clusters Score -3.959989e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37969 members 
Mstep: Class 2 contains 287698 members 
Entering Unmasked Estep 
Score: -39600612.000000 Penalty: 6296.040527
	Iteration 47Q: 3 clusters Score -3.960061e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36207 members 
Mstep: Class 2 contains 289460 members 
Entering Unmasked Estep 
Score: -39601268.000000 Penalty: 6296.040527
	Iteration 48Q: 3 clusters Score -3.960127e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 291210 members 
Entering Unmasked Estep 
Score: -39601976.000000 Penalty: 6296.040527
	Iteration 49Q: 3 clusters Score -3.960198e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32711 members 
Mstep: Class 2 contains 292956 members 
Entering Unmasked Estep 
Score: -39602996.000000 Penalty: 6296.040527
	Iteration 50Q: 3 clusters Score -3.9603e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31036 members 
Mstep: Class 2 contains 294631 members 
Entering Unmasked Estep 
Score: -39603872.000000 Penalty: 6296.040527
	Iteration 51Q: 3 clusters Score -3.960387e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 296242 members 
Entering Unmasked Estep 
Score: -39604660.000000 Penalty: 6296.040527
	Iteration 52Q: 3 clusters Score -3.960466e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 297805 members 
Entering Unmasked Estep 
Score: -39605624.000000 Penalty: 6296.040527
	Iteration 53Q: 3 clusters Score -3.960562e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 299297 members 
Entering Unmasked Estep 
Score: -39606252.000000 Penalty: 6296.040527
	Iteration 54Q: 3 clusters Score -3.960625e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 300691 members 
Entering Unmasked Estep 
Score: -39606840.000000 Penalty: 6296.040527
	Iteration 55Q: 3 clusters Score -3.960684e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 302050 members 
Entering Unmasked Estep 
Score: -39607684.000000 Penalty: 6296.040527
	Iteration 56Q: 3 clusters Score -3.960768e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 303347 members 
Entering Unmasked Estep 
Score: -39608348.000000 Penalty: 6296.040527
	Iteration 57Q: 3 clusters Score -3.960835e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 304523 members 
Entering Unmasked Estep 
Score: -39609036.000000 Penalty: 6296.040527
	Iteration 58Q: 3 clusters Score -3.960904e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 305609 members 
Entering Unmasked Estep 
Score: -39609416.000000 Penalty: 6296.040527
	Iteration 59Q: 3 clusters Score -3.960942e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 306633 members 
Entering Unmasked Estep 
Score: -39609736.000000 Penalty: 6296.040527
	Iteration 60F: 3 clusters Score -3.960974e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 307618 members 
Entering Unmasked Estep 
Score: -39610260.000000 Penalty: 6296.040527
	Iteration 61Q: 3 clusters Score -3.961026e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 308508 members 
Entering Unmasked Estep 
Score: -39610680.000000 Penalty: 6296.040527
	Iteration 62Q: 3 clusters Score -3.961068e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 309345 members 
Entering Unmasked Estep 
Score: -39610988.000000 Penalty: 6296.040527
	Iteration 63Q: 3 clusters Score -3.961099e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 310093 members 
Entering Unmasked Estep 
Score: -39611140.000000 Penalty: 6296.040527
	Iteration 64Q: 3 clusters Score -3.961114e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 310836 members 
Entering Unmasked Estep 
Score: -39611276.000000 Penalty: 6296.040527
	Iteration 65Q: 3 clusters Score -3.961128e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 311533 members 
Entering Unmasked Estep 
Score: -39611460.000000 Penalty: 6296.040527
	Iteration 66Q: 3 clusters Score -3.961146e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 312114 members 
Entering Unmasked Estep 
Score: -39611640.000000 Penalty: 6296.040527
	Iteration 67Q: 3 clusters Score -3.961164e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 312605 members 
Entering Unmasked Estep 
Score: -39611724.000000 Penalty: 6296.040527
	Iteration 68Q: 3 clusters Score -3.961172e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 313050 members 
Entering Unmasked Estep 
Score: -39611828.000000 Penalty: 6296.040527
	Iteration 69Q: 3 clusters Score -3.961183e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 313437 members 
Entering Unmasked Estep 
Score: -39611976.000000 Penalty: 6296.040527
	Iteration 70Q: 3 clusters Score -3.961198e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 313808 members 
Entering Unmasked Estep 
Score: -39612048.000000 Penalty: 6296.040527
	Iteration 71Q: 3 clusters Score -3.961205e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 314145 members 
Entering Unmasked Estep 
Score: -39612120.000000 Penalty: 6296.040527
	Iteration 72Q: 3 clusters Score -3.961212e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 314433 members 
Entering Unmasked Estep 
Score: -39612120.000000 Penalty: 6296.040527
	Iteration 73Q: 3 clusters Score -3.961212e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 314705 members 
Entering Unmasked Estep 
Score: -39612148.000000 Penalty: 6296.040527
	Iteration 74Q: 3 clusters Score -3.961215e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 314946 members 
Entering Unmasked Estep 
Score: -39612232.000000 Penalty: 6296.040527
	Iteration 75Q: 3 clusters Score -3.961223e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 315189 members 
Entering Unmasked Estep 
Score: -39612308.000000 Penalty: 6296.040527
	Iteration 76Q: 3 clusters Score -3.961231e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 315389 members 
Entering Unmasked Estep 
Score: -39612372.000000 Penalty: 6296.040527
	Iteration 77Q: 3 clusters Score -3.961237e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 315585 members 
Entering Unmasked Estep 
Score: -39612396.000000 Penalty: 6296.040527
	Iteration 78Q: 3 clusters Score -3.96124e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 315795 members 
Entering Unmasked Estep 
Score: -39612424.000000 Penalty: 6296.040527
	Iteration 79Q: 3 clusters Score -3.961242e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 315984 members 
Entering Unmasked Estep 
Score: -39612376.000000 Penalty: 6296.040527
	Iteration 80F: 3 clusters Score -3.961238e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 316140 members 
Entering Unmasked Estep 
Score: -39612352.000000 Penalty: 6296.040527
	Iteration 81Q: 3 clusters Score -3.961235e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 316290 members 
Entering Unmasked Estep 
Score: -39612352.000000 Penalty: 6296.040527
	Iteration 82Q: 3 clusters Score -3.961235e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 316429 members 
Entering Unmasked Estep 
Score: -39612288.000000 Penalty: 6296.040527
	Iteration 83Q: 3 clusters Score -3.961229e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 316540 members 
Entering Unmasked Estep 
Score: -39612316.000000 Penalty: 6296.040527
	Iteration 84Q: 3 clusters Score -3.961232e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 316638 members 
Entering Unmasked Estep 
Score: -39612340.000000 Penalty: 6296.040527
	Iteration 85Q: 3 clusters Score -3.961234e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 316740 members 
Entering Unmasked Estep 
Score: -39612348.000000 Penalty: 6296.040527
	Iteration 86Q: 3 clusters Score -3.961235e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 316832 members 
Entering Unmasked Estep 
Score: -39612316.000000 Penalty: 6296.040527
	Iteration 87Q: 3 clusters Score -3.961232e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 316911 members 
Entering Unmasked Estep 
Score: -39612328.000000 Penalty: 6296.040527
	Iteration 88Q: 3 clusters Score -3.961233e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 316991 members 
Entering Unmasked Estep 
Score: -39612316.000000 Penalty: 6296.040527
	Iteration 89Q: 3 clusters Score -3.961232e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 317057 members 
Entering Unmasked Estep 
Score: -39612332.000000 Penalty: 6296.040527
	Iteration 90Q: 3 clusters Score -3.961233e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 317107 members 
Entering Unmasked Estep 
Score: -39612292.000000 Penalty: 6296.040527
	Iteration 91Q: 3 clusters Score -3.961229e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 317144 members 
Entering Unmasked Estep 
Score: -39612312.000000 Penalty: 6296.040527
	Iteration 92Q: 3 clusters Score -3.961231e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 317187 members 
Entering Unmasked Estep 
Score: -39612332.000000 Penalty: 6296.040527
	Iteration 93Q: 3 clusters Score -3.961233e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 317227 members 
Entering Unmasked Estep 
Score: -39612328.000000 Penalty: 6296.040527
	Iteration 94Q: 3 clusters Score -3.961233e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 317274 members 
Entering Unmasked Estep 
Score: -39612308.000000 Penalty: 6296.040527
	Iteration 95Q: 3 clusters Score -3.961231e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 317324 members 
Entering Unmasked Estep 
Score: -39612268.000000 Penalty: 6296.040527
	Iteration 96Q: 3 clusters Score -3.961227e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 317376 members 
Entering Unmasked Estep 
Score: -39612284.000000 Penalty: 6296.040527
	Iteration 97Q: 3 clusters Score -3.961228e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 317432 members 
Entering Unmasked Estep 
Score: -39612292.000000 Penalty: 6296.040527
	Iteration 98Q: 3 clusters Score -3.961229e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 317478 members 
Entering Unmasked Estep 
Score: -39612268.000000 Penalty: 6296.040527
	Iteration 99Q: 3 clusters Score -3.961227e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 317528 members 
Entering Unmasked Estep 
Score: -39612276.000000 Penalty: 6296.040527
	Iteration 100F: 3 clusters Score -3.961228e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 317572 members 
Entering Unmasked Estep 
Score: -39612312.000000 Penalty: 6296.040527
	Iteration 101Q: 3 clusters Score -3.961231e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 317625 members 
Entering Unmasked Estep 
Score: -39612304.000000 Penalty: 6296.040527
	Iteration 102Q: 3 clusters Score -3.96123e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 317672 members 
Entering Unmasked Estep 
Score: -39612340.000000 Penalty: 6296.040527
	Iteration 103Q: 3 clusters Score -3.961234e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 317705 members 
Entering Unmasked Estep 
Score: -39612300.000000 Penalty: 6296.040527
	Iteration 104Q: 3 clusters Score -3.96123e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 317733 members 
Entering Unmasked Estep 
Score: -39612300.000000 Penalty: 6296.040527
	Iteration 105Q: 3 clusters Score -3.96123e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 317764 members 
Entering Unmasked Estep 
Score: -39612320.000000 Penalty: 6296.040527
	Iteration 106Q: 3 clusters Score -3.961232e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 317789 members 
Entering Unmasked Estep 
Score: -39612308.000000 Penalty: 6296.040527
	Iteration 107Q: 3 clusters Score -3.961231e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 317809 members 
Entering Unmasked Estep 
Score: -39612320.000000 Penalty: 6296.040527
	Iteration 108Q: 3 clusters Score -3.961232e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 317831 members 
Entering Unmasked Estep 
Score: -39612324.000000 Penalty: 6296.040527
	Iteration 109Q: 3 clusters Score -3.961232e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 317862 members 
Entering Unmasked Estep 
Score: -39612312.000000 Penalty: 6296.040527
	Iteration 110Q: 3 clusters Score -3.961231e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 317888 members 
Entering Unmasked Estep 
Score: -39612304.000000 Penalty: 6296.040527
	Iteration 111Q: 3 clusters Score -3.96123e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 317912 members 
Entering Unmasked Estep 
Score: -39612296.000000 Penalty: 6296.040527
	Iteration 112Q: 3 clusters Score -3.96123e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 317941 members 
Entering Unmasked Estep 
Score: -39612280.000000 Penalty: 6296.040527
	Iteration 113Q: 3 clusters Score -3.961228e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 317966 members 
Entering Unmasked Estep 
Score: -39612276.000000 Penalty: 6296.040527
	Iteration 114Q: 3 clusters Score -3.961228e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 317985 members 
Entering Unmasked Estep 
Score: -39612292.000000 Penalty: 6296.040527
	Iteration 115Q: 3 clusters Score -3.961229e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 317999 members 
Entering Unmasked Estep 
Score: -39612296.000000 Penalty: 6296.040527
	Iteration 116Q: 3 clusters Score -3.96123e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 318014 members 
Entering Unmasked Estep 
Score: -39612320.000000 Penalty: 6296.040527
	Iteration 117Q: 3 clusters Score -3.961232e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 318024 members 
Entering Unmasked Estep 
Score: -39612328.000000 Penalty: 6296.040527
	Iteration 118Q: 3 clusters Score -3.961233e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 318029 members 
Entering Unmasked Estep 
Score: -39612296.000000 Penalty: 6296.040527
	Iteration 119Q: 3 clusters Score -3.96123e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 318037 members 
Entering Unmasked Estep 
Score: -39612332.000000 Penalty: 6296.040527
	Iteration 120F: 3 clusters Score -3.961233e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 318047 members 
Entering Unmasked Estep 
Score: -39612312.000000 Penalty: 6296.040527
	Iteration 121Q: 3 clusters Score -3.961231e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 318053 members 
Entering Unmasked Estep 
Score: -39612336.000000 Penalty: 6296.040527
	Iteration 122Q: 3 clusters Score -3.961234e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 318055 members 
Entering Unmasked Estep 
Score: -39612352.000000 Penalty: 6296.040527
	Iteration 123Q: 3 clusters Score -3.961235e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 318059 members 
Entering Unmasked Estep 
Score: -39612348.000000 Penalty: 6296.040527
	Iteration 124Q: 3 clusters Score -3.961235e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 318068 members 
Entering Unmasked Estep 
Score: -39612344.000000 Penalty: 6296.040527
	Iteration 125Q: 3 clusters Score -3.961234e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 318070 members 
Entering Unmasked Estep 
Score: -39612332.000000 Penalty: 6296.040527
	Iteration 126Q: 3 clusters Score -3.961233e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 318074 members 
Entering Unmasked Estep 
Score: -39612348.000000 Penalty: 6296.040527
	Iteration 127Q: 3 clusters Score -3.961235e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 318077 members 
Entering Unmasked Estep 
Score: -39612356.000000 Penalty: 6296.040527
	Iteration 128Q: 3 clusters Score -3.961236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 318079 members 
Entering Unmasked Estep 
Score: -39612356.000000 Penalty: 6296.040527
	Iteration 129Q: 3 clusters Score -3.961236e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 318080 members 
Entering Unmasked Estep 
Score: -39612356.000000 Penalty: 6296.040527
	Iteration 130Q: 3 clusters Score -3.961236e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 318081 members 
Entering Unmasked Estep 
Score: -39612344.000000 Penalty: 6296.040527
	Iteration 131Q: 3 clusters Score -3.961234e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 318083 members 
Entering Unmasked Estep 
Score: -39612384.000000 Penalty: 6296.040527
	Iteration 132Q: 3 clusters Score -3.961238e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 318090 members 
Entering Unmasked Estep 
Score: -39612356.000000 Penalty: 6296.040527
	Iteration 133Q: 3 clusters Score -3.961236e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 318095 members 
Entering Unmasked Estep 
Score: -39612356.000000 Penalty: 6296.040527
	Iteration 134Q: 3 clusters Score -3.961236e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 318099 members 
Entering Unmasked Estep 
Score: -39612348.000000 Penalty: 6296.040527
	Iteration 135Q: 3 clusters Score -3.961235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 318104 members 
Entering Unmasked Estep 
Score: -39612364.000000 Penalty: 6296.040527
	Iteration 136Q: 3 clusters Score -3.961236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 318107 members 
Entering Unmasked Estep 
Score: -39612348.000000 Penalty: 6296.040527
	Iteration 137Q: 3 clusters Score -3.961235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 318112 members 
Entering Unmasked Estep 
Score: -39612336.000000 Penalty: 6296.040527
	Iteration 138Q: 3 clusters Score -3.961234e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 318119 members 
Entering Unmasked Estep 
Score: -39612368.000000 Penalty: 6296.040527
	Iteration 139Q: 3 clusters Score -3.961237e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 318124 members 
Entering Unmasked Estep 
Score: -39612376.000000 Penalty: 6296.040527
	Iteration 140F: 3 clusters Score -3.961238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 318128 members 
Entering Unmasked Estep 
Score: -39612352.000000 Penalty: 6296.040527
	Iteration 141Q: 3 clusters Score -3.961235e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 318131 members 
Entering Unmasked Estep 
Score: -39612328.000000 Penalty: 6296.040527
	Iteration 142Q: 3 clusters Score -3.961233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 318133 members 
Entering Unmasked Estep 
Score: -39612344.000000 Penalty: 6296.040527
	Iteration 143Q: 3 clusters Score -3.961234e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 318134 members 
Entering Unmasked Estep 
Score: -39612340.000000 Penalty: 6296.040527
	Iteration 144Q: 3 clusters Score -3.961234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 318137 members 
Entering Unmasked Estep 
Score: -39612360.000000 Penalty: 6296.040527
	Iteration 145Q: 3 clusters Score -3.961236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 318140 members 
Entering Unmasked Estep 
Score: -39612356.000000 Penalty: 6296.040527
	Iteration 146Q: 3 clusters Score -3.961236e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 318140 members 
Entering Unmasked Estep 
Score: -39612356.000000 Penalty: 6296.040527
	Iteration 147F: 3 clusters Score -3.961236e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Entering Unmasked Estep 
Score: -621153.125000 Penalty: 2131.258301
	Iteration 0F: 2 clusters Score -621153.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -616350.375000 Penalty: 4262.516602
	Iteration 0F: 3 clusters Score -616350.4 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -617705.000000 Penalty: 4262.516602
	Iteration 1F: 3 clusters Score -617705 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -618126.500000 Penalty: 4262.516602
	Iteration 2F: 3 clusters Score -618126.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -618468.750000 Penalty: 4262.516602
	Iteration 3F: 3 clusters Score -618468.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -618747.500000 Penalty: 4262.516602
	Iteration 4F: 3 clusters Score -618747.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -618990.812500 Penalty: 4262.516602
	Iteration 5F: 3 clusters Score -618990.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -619176.375000 Penalty: 4262.516602
	Iteration 6Q: 3 clusters Score -619176.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -619306.187500 Penalty: 4262.516602
	Iteration 7Q: 3 clusters Score -619306.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -619420.875000 Penalty: 4262.516602
	Iteration 8Q: 3 clusters Score -619420.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -619512.812500 Penalty: 4262.516602
	Iteration 9Q: 3 clusters Score -619512.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -619577.437500 Penalty: 4262.516602
	Iteration 10Q: 3 clusters Score -619577.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -619625.812500 Penalty: 4262.516602
	Iteration 11Q: 3 clusters Score -619625.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -619657.062500 Penalty: 4262.516602
	Iteration 12Q: 3 clusters Score -619657.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -619681.250000 Penalty: 4262.516602
	Iteration 13Q: 3 clusters Score -619681.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -619702.625000 Penalty: 4262.516602
	Iteration 14Q: 3 clusters Score -619702.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -619717.875000 Penalty: 4262.516602
	Iteration 15Q: 3 clusters Score -619717.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -619723.312500 Penalty: 4262.516602
	Iteration 16Q: 3 clusters Score -619723.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -619727.875000 Penalty: 4262.516602
	Iteration 17Q: 3 clusters Score -619727.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -619731.812500 Penalty: 4262.516602
	Iteration 18Q: 3 clusters Score -619731.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -619734.437500 Penalty: 4262.516602
	Iteration 19Q: 3 clusters Score -619734.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -619736.937500 Penalty: 4262.516602
	Iteration 20F: 3 clusters Score -619736.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -619739.312500 Penalty: 4262.516602
	Iteration 21Q: 3 clusters Score -619739.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -619739.875000 Penalty: 4262.516602
	Iteration 22Q: 3 clusters Score -619739.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -619741.562500 Penalty: 4262.516602
	Iteration 23Q: 3 clusters Score -619741.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -619745.812500 Penalty: 4262.516602
	Iteration 24Q: 3 clusters Score -619745.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -619747.687500 Penalty: 4262.516602
	Iteration 25Q: 3 clusters Score -619747.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -619747.625000 Penalty: 4262.516602
	Iteration 26Q: 3 clusters Score -619747.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -619747.625000 Penalty: 4262.516602
	Iteration 27F: 3 clusters Score -619747.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -22238.027344 Penalty: 1337.619629
	Iteration 0F: 2 clusters Score -22238.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -21097.531250 Penalty: 2675.239258
	Iteration 0F: 3 clusters Score -21097.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -21148.707031 Penalty: 2675.239258
	Iteration 1Q: 3 clusters Score -21148.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -21185.183594 Penalty: 2675.239258
	Iteration 2Q: 3 clusters Score -21185.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -21194.486328 Penalty: 2675.239258
	Iteration 3Q: 3 clusters Score -21194.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -21194.486328 Penalty: 2675.239258
	Iteration 4F: 3 clusters Score -21194.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (82769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82769 members 
Entering Unmasked Estep 
Score: -10108459.000000 Penalty: 2808.304443
	Iteration 0F: 2 clusters Score -1.010846e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 41363 members 
Entering Unmasked Estep 
Score: -10053020.000000 Penalty: 5616.608887
	Iteration 0F: 3 clusters Score -1.005302e+07 nChanged 38982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41850 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -10074815.000000 Penalty: 5616.608887
	Iteration 1F: 3 clusters Score -1.007482e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42277 members 
Mstep: Class 2 contains 40492 members 
Entering Unmasked Estep 
Score: -10075571.000000 Penalty: 5616.608887
	Iteration 2Q: 3 clusters Score -1.007557e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43036 members 
Mstep: Class 2 contains 39733 members 
Entering Unmasked Estep 
Score: -10076451.000000 Penalty: 5616.608887
	Iteration 3Q: 3 clusters Score -1.007645e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44331 members 
Mstep: Class 2 contains 38438 members 
Entering Unmasked Estep 
Score: -10077419.000000 Penalty: 5616.608887
	Iteration 4Q: 3 clusters Score -1.007742e+07 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46135 members 
Mstep: Class 2 contains 36634 members 
Entering Unmasked Estep 
Score: -10078760.000000 Penalty: 5616.608887
	Iteration 5Q: 3 clusters Score -1.007876e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48662 members 
Mstep: Class 2 contains 34107 members 
Entering Unmasked Estep 
Score: -10080341.000000 Penalty: 5616.608887
	Iteration 6Q: 3 clusters Score -1.008034e+07 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52063 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -10082567.000000 Penalty: 5616.608887
	Iteration 7F: 3 clusters Score -1.008257e+07 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56391 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
Score: -10085600.000000 Penalty: 5616.608887
	Iteration 8F: 3 clusters Score -1.00856e+07 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61547 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -10089607.000000 Penalty: 5616.608887
	Iteration 9F: 3 clusters Score -1.008961e+07 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66995 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -10093947.000000 Penalty: 5616.608887
	Iteration 10F: 3 clusters Score -1.009395e+07 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71899 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -10098032.000000 Penalty: 5616.608887
	Iteration 11F: 3 clusters Score -1.009803e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75847 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -10101394.000000 Penalty: 5616.608887
	Iteration 12Q: 3 clusters Score -1.010139e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78616 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -10103617.000000 Penalty: 5616.608887
	Iteration 13Q: 3 clusters Score -1.010362e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80203 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -10104836.000000 Penalty: 5616.608887
	Iteration 14Q: 3 clusters Score -1.010484e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81088 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -10105567.000000 Penalty: 5616.608887
	Iteration 15Q: 3 clusters Score -1.010557e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81560 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -10106009.000000 Penalty: 5616.608887
	Iteration 16Q: 3 clusters Score -1.010601e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81778 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -10106227.000000 Penalty: 5616.608887
	Iteration 17Q: 3 clusters Score -1.010623e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81875 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -10106309.000000 Penalty: 5616.608887
	Iteration 18Q: 3 clusters Score -1.010631e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81932 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -10106377.000000 Penalty: 5616.608887
	Iteration 19Q: 3 clusters Score -1.010638e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81971 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -10106401.000000 Penalty: 5616.608887
	Iteration 20F: 3 clusters Score -1.01064e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81998 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -10106427.000000 Penalty: 5616.608887
	Iteration 21Q: 3 clusters Score -1.010643e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82023 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -10106434.000000 Penalty: 5616.608887
	Iteration 22Q: 3 clusters Score -1.010643e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82037 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -10106430.000000 Penalty: 5616.608887
	Iteration 23Q: 3 clusters Score -1.010643e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82044 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -10106452.000000 Penalty: 5616.608887
	Iteration 24Q: 3 clusters Score -1.010645e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82050 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -10106447.000000 Penalty: 5616.608887
	Iteration 25Q: 3 clusters Score -1.010645e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82053 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -10106450.000000 Penalty: 5616.608887
	Iteration 26Q: 3 clusters Score -1.010645e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82054 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -10106446.000000 Penalty: 5616.608887
	Iteration 27Q: 3 clusters Score -1.010645e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82060 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -10106437.000000 Penalty: 5616.608887
	Iteration 28Q: 3 clusters Score -1.010644e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82067 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -10106454.000000 Penalty: 5616.608887
	Iteration 29Q: 3 clusters Score -1.010645e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82072 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -10106457.000000 Penalty: 5616.608887
	Iteration 30Q: 3 clusters Score -1.010646e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82075 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -10106467.000000 Penalty: 5616.608887
	Iteration 31Q: 3 clusters Score -1.010647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82075 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -10106467.000000 Penalty: 5616.608887
	Iteration 32Q: 3 clusters Score -1.010647e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82074 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -10106469.000000 Penalty: 5616.608887
	Iteration 33Q: 3 clusters Score -1.010647e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82074 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -10106469.000000 Penalty: 5616.608887
	Iteration 34F: 3 clusters Score -1.010647e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Entering Unmasked Estep 
Score: -83189.578125 Penalty: 1666.315308
	Iteration 0F: 2 clusters Score -83189.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -81404.781250 Penalty: 3332.630615
	Iteration 0F: 3 clusters Score -81404.78 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -81713.835938 Penalty: 3332.630615
	Iteration 1F: 3 clusters Score -81713.84 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -81849.335938 Penalty: 3332.630615
	Iteration 2F: 3 clusters Score -81849.34 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -81910.429688 Penalty: 3332.630615
	Iteration 3Q: 3 clusters Score -81910.43 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -81950.132812 Penalty: 3332.630615
	Iteration 4Q: 3 clusters Score -81950.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -81986.281250 Penalty: 3332.630615
	Iteration 5Q: 3 clusters Score -81986.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -82019.890625 Penalty: 3332.630615
	Iteration 6Q: 3 clusters Score -82019.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -82051.656250 Penalty: 3332.630615
	Iteration 7Q: 3 clusters Score -82051.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -82074.031250 Penalty: 3332.630615
	Iteration 8Q: 3 clusters Score -82074.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -82104.000000 Penalty: 3332.630615
	Iteration 9Q: 3 clusters Score -82104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -82118.289062 Penalty: 3332.630615
	Iteration 10Q: 3 clusters Score -82118.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -82128.781250 Penalty: 3332.630615
	Iteration 11Q: 3 clusters Score -82128.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -82137.710938 Penalty: 3332.630615
	Iteration 12Q: 3 clusters Score -82137.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -82144.937500 Penalty: 3332.630615
	Iteration 13Q: 3 clusters Score -82144.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -82157.992188 Penalty: 3332.630615
	Iteration 14Q: 3 clusters Score -82157.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -82175.562500 Penalty: 3332.630615
	Iteration 15Q: 3 clusters Score -82175.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -82199.687500 Penalty: 3332.630615
	Iteration 16Q: 3 clusters Score -82199.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -82211.726562 Penalty: 3332.630615
	Iteration 17Q: 3 clusters Score -82211.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -82234.632812 Penalty: 3332.630615
	Iteration 18Q: 3 clusters Score -82234.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -82255.023438 Penalty: 3332.630615
	Iteration 19Q: 3 clusters Score -82255.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -82266.390625 Penalty: 3332.630615
	Iteration 20F: 3 clusters Score -82266.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -82273.085938 Penalty: 3332.630615
	Iteration 21Q: 3 clusters Score -82273.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -82274.507812 Penalty: 3332.630615
	Iteration 22Q: 3 clusters Score -82274.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -82276.937500 Penalty: 3332.630615
	Iteration 23Q: 3 clusters Score -82276.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -82283.031250 Penalty: 3332.630615
	Iteration 24Q: 3 clusters Score -82283.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -82288.898438 Penalty: 3332.630615
	Iteration 25Q: 3 clusters Score -82288.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -82296.906250 Penalty: 3332.630615
	Iteration 26Q: 3 clusters Score -82296.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -82302.226562 Penalty: 3332.630615
	Iteration 27Q: 3 clusters Score -82302.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -82309.195312 Penalty: 3332.630615
	Iteration 28Q: 3 clusters Score -82309.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -82312.828125 Penalty: 3332.630615
	Iteration 29Q: 3 clusters Score -82312.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -82312.828125 Penalty: 3332.630615
	Iteration 30F: 3 clusters Score -82312.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (91876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91876 members 
Entering Unmasked Estep 
Score: -11237463.000000 Penalty: 2834.192383
	Iteration 0F: 2 clusters Score -1.123746e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45800 members 
Mstep: Class 2 contains 46076 members 
Entering Unmasked Estep 
Score: -11175842.000000 Penalty: 5668.384766
	Iteration 0F: 3 clusters Score -1.117584e+07 nChanged 43391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 48699 members 
Entering Unmasked Estep 
Score: -11200839.000000 Penalty: 5668.384766
	Iteration 1F: 3 clusters Score -1.120084e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41458 members 
Mstep: Class 2 contains 50418 members 
Entering Unmasked Estep 
Score: -11201886.000000 Penalty: 5668.384766
	Iteration 2Q: 3 clusters Score -1.120189e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38756 members 
Mstep: Class 2 contains 53120 members 
Entering Unmasked Estep 
Score: -11203506.000000 Penalty: 5668.384766
	Iteration 3Q: 3 clusters Score -1.120351e+07 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34888 members 
Mstep: Class 2 contains 56988 members 
Entering Unmasked Estep 
Score: -11206080.000000 Penalty: 5668.384766
	Iteration 4F: 3 clusters Score -1.120608e+07 nChanged 6142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29678 members 
Mstep: Class 2 contains 62198 members 
Entering Unmasked Estep 
Score: -11210031.000000 Penalty: 5668.384766
	Iteration 5F: 3 clusters Score -1.121003e+07 nChanged 6865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 68363 members 
Entering Unmasked Estep 
Score: -11215311.000000 Penalty: 5668.384766
	Iteration 6F: 3 clusters Score -1.121531e+07 nChanged 6951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 74948 members 
Entering Unmasked Estep 
Score: -11221167.000000 Penalty: 5668.384766
	Iteration 7F: 3 clusters Score -1.122117e+07 nChanged 6055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 80777 members 
Entering Unmasked Estep 
Score: -11226484.000000 Penalty: 5668.384766
	Iteration 8F: 3 clusters Score -1.122648e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 85147 members 
Entering Unmasked Estep 
Score: -11230357.000000 Penalty: 5668.384766
	Iteration 9Q: 3 clusters Score -1.123036e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 87912 members 
Entering Unmasked Estep 
Score: -11232501.000000 Penalty: 5668.384766
	Iteration 10Q: 3 clusters Score -1.12325e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 89434 members 
Entering Unmasked Estep 
Score: -11233535.000000 Penalty: 5668.384766
	Iteration 11Q: 3 clusters Score -1.123354e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 90264 members 
Entering Unmasked Estep 
Score: -11234135.000000 Penalty: 5668.384766
	Iteration 12Q: 3 clusters Score -1.123414e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 90719 members 
Entering Unmasked Estep 
Score: -11234474.000000 Penalty: 5668.384766
	Iteration 13Q: 3 clusters Score -1.123447e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 90959 members 
Entering Unmasked Estep 
Score: -11234645.000000 Penalty: 5668.384766
	Iteration 14Q: 3 clusters Score -1.123464e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 91087 members 
Entering Unmasked Estep 
Score: -11234710.000000 Penalty: 5668.384766
	Iteration 15Q: 3 clusters Score -1.123471e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 91186 members 
Entering Unmasked Estep 
Score: -11234787.000000 Penalty: 5668.384766
	Iteration 16Q: 3 clusters Score -1.123479e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 91248 members 
Entering Unmasked Estep 
Score: -11234814.000000 Penalty: 5668.384766
	Iteration 17Q: 3 clusters Score -1.123481e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 91281 members 
Entering Unmasked Estep 
Score: -11234856.000000 Penalty: 5668.384766
	Iteration 18Q: 3 clusters Score -1.123486e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 91308 members 
Entering Unmasked Estep 
Score: -11234890.000000 Penalty: 5668.384766
	Iteration 19Q: 3 clusters Score -1.123489e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 91317 members 
Entering Unmasked Estep 
Score: -11234922.000000 Penalty: 5668.384766
	Iteration 20F: 3 clusters Score -1.123492e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 91332 members 
Entering Unmasked Estep 
Score: -11234934.000000 Penalty: 5668.384766
	Iteration 21Q: 3 clusters Score -1.123493e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 91339 members 
Entering Unmasked Estep 
Score: -11234949.000000 Penalty: 5668.384766
	Iteration 22Q: 3 clusters Score -1.123495e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 91345 members 
Entering Unmasked Estep 
Score: -11234954.000000 Penalty: 5668.384766
	Iteration 23Q: 3 clusters Score -1.123495e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 91350 members 
Entering Unmasked Estep 
Score: -11234971.000000 Penalty: 5668.384766
	Iteration 24Q: 3 clusters Score -1.123497e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 91356 members 
Entering Unmasked Estep 
Score: -11234961.000000 Penalty: 5668.384766
	Iteration 25Q: 3 clusters Score -1.123496e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 91365 members 
Entering Unmasked Estep 
Score: -11234981.000000 Penalty: 5668.384766
	Iteration 26Q: 3 clusters Score -1.123498e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 91369 members 
Entering Unmasked Estep 
Score: -11234985.000000 Penalty: 5668.384766
	Iteration 27Q: 3 clusters Score -1.123498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 91373 members 
Entering Unmasked Estep 
Score: -11234996.000000 Penalty: 5668.384766
	Iteration 28Q: 3 clusters Score -1.1235e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 91377 members 
Entering Unmasked Estep 
Score: -11235001.000000 Penalty: 5668.384766
	Iteration 29Q: 3 clusters Score -1.1235e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 91381 members 
Entering Unmasked Estep 
Score: -11234987.000000 Penalty: 5668.384766
	Iteration 30Q: 3 clusters Score -1.123499e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 91383 members 
Entering Unmasked Estep 
Score: -11234989.000000 Penalty: 5668.384766
	Iteration 31Q: 3 clusters Score -1.123499e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 91382 members 
Entering Unmasked Estep 
Score: -11234995.000000 Penalty: 5668.384766
	Iteration 32Q: 3 clusters Score -1.1235e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 91382 members 
Entering Unmasked Estep 
Score: -11234995.000000 Penalty: 5668.384766
	Iteration 33F: 3 clusters Score -1.1235e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (57609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57609 members 
Entering Unmasked Estep 
Score: -6472653.000000 Penalty: 2718.435791
	Iteration 0F: 2 clusters Score -6472653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 28749 members 
Entering Unmasked Estep 
Score: -6433773.500000 Penalty: 5436.871582
	Iteration 0F: 3 clusters Score -6433774 nChanged 26722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29246 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -6449276.000000 Penalty: 5436.871582
	Iteration 1F: 3 clusters Score -6449276 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29519 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -6450564.500000 Penalty: 5436.871582
	Iteration 2F: 3 clusters Score -6450564 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29933 members 
Mstep: Class 2 contains 27676 members 
Entering Unmasked Estep 
Score: -6452046.500000 Penalty: 5436.871582
	Iteration 3F: 3 clusters Score -6452046 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30417 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
Score: -6453673.500000 Penalty: 5436.871582
	Iteration 4F: 3 clusters Score -6453674 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31041 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -6455250.000000 Penalty: 5436.871582
	Iteration 5F: 3 clusters Score -6455250 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31716 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -6456747.500000 Penalty: 5436.871582
	Iteration 6F: 3 clusters Score -6456748 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32443 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -6458153.500000 Penalty: 5436.871582
	Iteration 7F: 3 clusters Score -6458154 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -6459537.500000 Penalty: 5436.871582
	Iteration 8Q: 3 clusters Score -6459538 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33996 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -6460806.000000 Penalty: 5436.871582
	Iteration 9Q: 3 clusters Score -6460806 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34766 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -6461925.500000 Penalty: 5436.871582
	Iteration 10Q: 3 clusters Score -6461926 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -6462915.000000 Penalty: 5436.871582
	Iteration 11Q: 3 clusters Score -6462915 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36382 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -6463706.000000 Penalty: 5436.871582
	Iteration 12Q: 3 clusters Score -6463706 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37063 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -6464319.000000 Penalty: 5436.871582
	Iteration 13Q: 3 clusters Score -6464319 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -6464821.500000 Penalty: 5436.871582
	Iteration 14Q: 3 clusters Score -6464822 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38325 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -6465270.000000 Penalty: 5436.871582
	Iteration 15Q: 3 clusters Score -6465270 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -6465698.500000 Penalty: 5436.871582
	Iteration 16Q: 3 clusters Score -6465698 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39533 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -6466067.000000 Penalty: 5436.871582
	Iteration 17Q: 3 clusters Score -6466067 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -6466407.500000 Penalty: 5436.871582
	Iteration 18Q: 3 clusters Score -6466408 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -6466834.000000 Penalty: 5436.871582
	Iteration 19Q: 3 clusters Score -6466834 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41355 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -6467265.500000 Penalty: 5436.871582
	Iteration 20F: 3 clusters Score -6467266 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41987 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -6467619.500000 Penalty: 5436.871582
	Iteration 21Q: 3 clusters Score -6467620 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42611 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -6467994.500000 Penalty: 5436.871582
	Iteration 22Q: 3 clusters Score -6467994 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43218 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -6468293.500000 Penalty: 5436.871582
	Iteration 23Q: 3 clusters Score -6468294 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43795 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -6468518.500000 Penalty: 5436.871582
	Iteration 24Q: 3 clusters Score -6468518 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44400 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -6468702.000000 Penalty: 5436.871582
	Iteration 25Q: 3 clusters Score -6468702 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44960 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -6468924.000000 Penalty: 5436.871582
	Iteration 26Q: 3 clusters Score -6468924 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45504 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -6469093.500000 Penalty: 5436.871582
	Iteration 27Q: 3 clusters Score -6469094 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46057 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -6469248.500000 Penalty: 5436.871582
	Iteration 28Q: 3 clusters Score -6469248 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46614 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -6469426.000000 Penalty: 5436.871582
	Iteration 29Q: 3 clusters Score -6469426 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47148 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -6469595.500000 Penalty: 5436.871582
	Iteration 30Q: 3 clusters Score -6469596 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47655 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -6469757.500000 Penalty: 5436.871582
	Iteration 31Q: 3 clusters Score -6469758 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48136 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -6469888.000000 Penalty: 5436.871582
	Iteration 32Q: 3 clusters Score -6469888 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48600 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6469994 nChanged 440
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49032 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 49447 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6470218 nChanged 416
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Mstep: Class 1 contains 49859 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6470328 nChanged 381
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Mstep: Class 1 contains 50238 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6470424 nChanged 373
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Mstep: Class 1 contains 50607 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6470506 nChanged 375
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Mstep: Class 1 contains 50974 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6470636 nChanged 327
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Mstep: Class 1 contains 51297 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6470734 nChanged 304
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Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 51871 members 
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6470893 nChanged 261
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Mstep: Class 1 contains 52128 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6470990 nChanged 222
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Mstep: Class 1 contains 52344 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6471050 nChanged 185
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6471099 nChanged 165
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Mstep: Class 1 contains 52676 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6471142 nChanged 154
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Mstep: Class 1 contains 52822 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6471182 nChanged 124
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Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6471217 nChanged 112
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Mstep: Class 1 contains 53044 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6471248 nChanged 112
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Mstep: Class 1 contains 53150 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6471272 nChanged 106
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Mstep: Class 1 contains 53246 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6471286 nChanged 94
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Mstep: Class 1 contains 53328 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6471294 nChanged 87
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Mstep: Class 1 contains 53403 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6471328 nChanged 75
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Mstep: Class 1 contains 53476 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6471339 nChanged 83
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Mstep: Class 1 contains 53553 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6471352 nChanged 74
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Mstep: Class 1 contains 53623 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6471356 nChanged 67
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Mstep: Class 1 contains 53684 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6471356 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53739 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6471365 nChanged 53
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6471366 nChanged 60
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Mstep: Class 1 contains 53846 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6471390 nChanged 46
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Mstep: Class 1 contains 53888 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6471408 nChanged 39
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Mstep: Class 1 contains 53925 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6471411 nChanged 30
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	Iteration 63Q: 3 clusters Score -6471408 nChanged 28
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Mstep: Class 1 contains 53983 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6471424 nChanged 24
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6471423 nChanged 23
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Mstep: Class 1 contains 54026 members 
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	Iteration 66Q: 3 clusters Score -6471429 nChanged 28
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6471434 nChanged 35
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Mstep: Class 1 contains 54083 members 
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	Iteration 68Q: 3 clusters Score -6471439 nChanged 31
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	Iteration 69Q: 3 clusters Score -6471450 nChanged 40
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Mstep: Class 1 contains 54150 members 
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	Iteration 70Q: 3 clusters Score -6471450 nChanged 43
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Mstep: Class 1 contains 54189 members 
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	Iteration 71Q: 3 clusters Score -6471462 nChanged 48
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Mstep: Class 1 contains 54231 members 
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	Iteration 72Q: 3 clusters Score -6471463 nChanged 36
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Mstep: Class 1 contains 54263 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6471472 nChanged 33
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Mstep: Class 1 contains 54294 members 
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	Iteration 74Q: 3 clusters Score -6471477 nChanged 28
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Mstep: Class 1 contains 54322 members 
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	Iteration 75Q: 3 clusters Score -6471474 nChanged 25
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Mstep: Class 1 contains 54343 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6471475 nChanged 20
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Mstep: Class 1 contains 54361 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6471481 nChanged 25
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Mstep: Class 1 contains 54384 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6471490 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54402 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6471486 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54416 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6471484 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54432 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6471496 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54453 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6471504 nChanged 17
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Mstep: Class 1 contains 54470 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6471502 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54484 members 
Mstep: Class 2 contains 3125 members 
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	Iteration 84Q: 3 clusters Score -6471498 nChanged 20
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Mstep: Class 1 contains 54504 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6471515 nChanged 13
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Mstep: Class 1 contains 54515 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6471516 nChanged 10
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Mstep: Class 1 contains 54525 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6471522 nChanged 17
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Mstep: Class 1 contains 54538 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6471526 nChanged 17
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Mstep: Class 1 contains 54555 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6471522 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54572 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6471534 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54588 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6471522 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54601 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6471530 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54609 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6471534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54618 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6471530 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54625 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6471522 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54631 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -6471519.000000 Penalty: 5436.871582
	Iteration 96Q: 3 clusters Score -6471519 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54642 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6471528 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54648 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6471524 nChanged 6
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Mstep: Class 1 contains 54654 members 
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	Iteration 99Q: 3 clusters Score -6471514 nChanged 7
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Mstep: Class 1 contains 54661 members 
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	Iteration 100F: 3 clusters Score -6471527 nChanged 10
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Mstep: Class 1 contains 54671 members 
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	Iteration 101Q: 3 clusters Score -6471530 nChanged 9
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Mstep: Class 1 contains 54678 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6471530 nChanged 8
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Mstep: Class 1 contains 54684 members 
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	Iteration 103Q: 3 clusters Score -6471524 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54691 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6471529 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54703 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6471533 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54719 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6471538 nChanged 9
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Mstep: Class 1 contains 54728 members 
Mstep: Class 2 contains 2881 members 
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	Iteration 107Q: 3 clusters Score -6471549 nChanged 11
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Mstep: Class 1 contains 54737 members 
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	Iteration 108Q: 3 clusters Score -6471548 nChanged 8
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Mstep: Class 1 contains 54743 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6471554 nChanged 3
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Mstep: Class 1 contains 54746 members 
Mstep: Class 2 contains 2863 members 
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	Iteration 110Q: 3 clusters Score -6471550 nChanged 4
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Mstep: Class 1 contains 54748 members 
Mstep: Class 2 contains 2861 members 
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	Iteration 111Q: 3 clusters Score -6471540 nChanged 7
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Mstep: Class 1 contains 54755 members 
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	Iteration 112Q: 3 clusters Score -6471554 nChanged 7
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	Iteration 113Q: 3 clusters Score -6471552 nChanged 4
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	Iteration 114Q: 3 clusters Score -6471550 nChanged 10
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Mstep: Class 1 contains 54774 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6471566 nChanged 9
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6471560 nChanged 4
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Mstep: Class 1 contains 54787 members 
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	Iteration 117Q: 3 clusters Score -6471565 nChanged 3
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Mstep: Class 1 contains 54790 members 
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	Iteration 118Q: 3 clusters Score -6471562 nChanged 4
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Mstep: Class 1 contains 54792 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6471565 nChanged 8
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Mstep: Class 1 contains 54798 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -6471557.500000 Penalty: 5436.871582
	Iteration 120F: 3 clusters Score -6471558 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54803 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -6471552.500000 Penalty: 5436.871582
	Iteration 121Q: 3 clusters Score -6471552 nChanged 3
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Mstep: Class 1 contains 54806 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6471554 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54809 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6471556 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54813 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6471556 nChanged 0
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Entering Unmasked Estep 
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	Iteration 125F: 3 clusters Score -6471556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Entering Unmasked Estep 
Score: -643539.000000 Penalty: 2125.823975
	Iteration 0F: 2 clusters Score -643539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -638885.062500 Penalty: 4251.647949
	Iteration 0F: 3 clusters Score -638885.1 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -639999.250000 Penalty: 4251.647949
	Iteration 1F: 3 clusters Score -639999.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -640310.937500 Penalty: 4251.647949
	Iteration 2F: 3 clusters Score -640310.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -640680.062500 Penalty: 4251.647949
	Iteration 3F: 3 clusters Score -640680.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -641120.500000 Penalty: 4251.647949
	Iteration 4F: 3 clusters Score -641120.5 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -641588.250000 Penalty: 4251.647949
	Iteration 5F: 3 clusters Score -641588.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -641984.625000 Penalty: 4251.647949
	Iteration 6F: 3 clusters Score -641984.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -642284.500000 Penalty: 4251.647949
	Iteration 7F: 3 clusters Score -642284.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -642478.687500 Penalty: 4251.647949
	Iteration 8Q: 3 clusters Score -642478.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -642598.375000 Penalty: 4251.647949
	Iteration 9Q: 3 clusters Score -642598.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -642677.312500 Penalty: 4251.647949
	Iteration 10Q: 3 clusters Score -642677.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -642715.687500 Penalty: 4251.647949
	Iteration 11Q: 3 clusters Score -642715.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -642738.562500 Penalty: 4251.647949
	Iteration 12Q: 3 clusters Score -642738.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -642754.437500 Penalty: 4251.647949
	Iteration 13Q: 3 clusters Score -642754.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -642766.062500 Penalty: 4251.647949
	Iteration 14Q: 3 clusters Score -642766.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -642774.062500 Penalty: 4251.647949
	Iteration 15Q: 3 clusters Score -642774.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -642777.500000 Penalty: 4251.647949
	Iteration 16Q: 3 clusters Score -642777.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -642778.437500 Penalty: 4251.647949
	Iteration 17Q: 3 clusters Score -642778.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -642778.437500 Penalty: 4251.647949
	Iteration 18Q: 3 clusters Score -642778.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -642780.562500 Penalty: 4251.647949
	Iteration 19Q: 3 clusters Score -642780.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -642780.750000 Penalty: 4251.647949
	Iteration 20F: 3 clusters Score -642780.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -642783.562500 Penalty: 4251.647949
	Iteration 21Q: 3 clusters Score -642783.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -642783.562500 Penalty: 4251.647949
	Iteration 22F: 3 clusters Score -642783.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Entering Unmasked Estep 
Score: -1064342.375000 Penalty: 2255.236084
	Iteration 0F: 2 clusters Score -1064342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1057384.625000 Penalty: 4510.472168
	Iteration 0F: 3 clusters Score -1057385 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1059322.625000 Penalty: 4510.472168
	Iteration 1F: 3 clusters Score -1059323 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1059622.250000 Penalty: 4510.472168
	Iteration 2F: 3 clusters Score -1059622 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1059881.625000 Penalty: 4510.472168
	Iteration 3F: 3 clusters Score -1059882 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1060099.750000 Penalty: 4510.472168
	Iteration 4Q: 3 clusters Score -1060100 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1060323.375000 Penalty: 4510.472168
	Iteration 5Q: 3 clusters Score -1060323 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1060586.125000 Penalty: 4510.472168
	Iteration 6Q: 3 clusters Score -1060586 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1060881.500000 Penalty: 4510.472168
	Iteration 7Q: 3 clusters Score -1060882 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1061160.750000 Penalty: 4510.472168
	Iteration 8Q: 3 clusters Score -1061161 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1061439.000000 Penalty: 4510.472168
	Iteration 9Q: 3 clusters Score -1061439 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1061667.625000 Penalty: 4510.472168
	Iteration 10Q: 3 clusters Score -1061668 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1061850.625000 Penalty: 4510.472168
	Iteration 11Q: 3 clusters Score -1061851 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1061969.375000 Penalty: 4510.472168
	Iteration 12Q: 3 clusters Score -1061969 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1062080.375000 Penalty: 4510.472168
	Iteration 13Q: 3 clusters Score -1062080 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1062160.375000 Penalty: 4510.472168
	Iteration 14Q: 3 clusters Score -1062160 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1062231.375000 Penalty: 4510.472168
	Iteration 15Q: 3 clusters Score -1062231 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1062293.625000 Penalty: 4510.472168
	Iteration 16Q: 3 clusters Score -1062294 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1062327.500000 Penalty: 4510.472168
	Iteration 17Q: 3 clusters Score -1062328 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1062345.125000 Penalty: 4510.472168
	Iteration 18Q: 3 clusters Score -1062345 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1062358.750000 Penalty: 4510.472168
	Iteration 19Q: 3 clusters Score -1062359 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1062372.250000 Penalty: 4510.472168
	Iteration 20F: 3 clusters Score -1062372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1062386.125000 Penalty: 4510.472168
	Iteration 21Q: 3 clusters Score -1062386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1062392.875000 Penalty: 4510.472168
	Iteration 22Q: 3 clusters Score -1062393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1062393.250000 Penalty: 4510.472168
	Iteration 23Q: 3 clusters Score -1062393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1062395.000000 Penalty: 4510.472168
	Iteration 24Q: 3 clusters Score -1062395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1062395.000000 Penalty: 4510.472168
	Iteration 25F: 3 clusters Score -1062395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Entering Unmasked Estep 
Score: -677221.500000 Penalty: 2168.553955
	Iteration 0F: 2 clusters Score -677221.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -671959.562500 Penalty: 4337.107910
	Iteration 0F: 3 clusters Score -671959.6 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -673468.687500 Penalty: 4337.107910
	Iteration 1F: 3 clusters Score -673468.7 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -674130.000000 Penalty: 4337.107910
	Iteration 2F: 3 clusters Score -674130 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -674730.562500 Penalty: 4337.107910
	Iteration 3F: 3 clusters Score -674730.6 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -675230.312500 Penalty: 4337.107910
	Iteration 4F: 3 clusters Score -675230.3 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -675689.875000 Penalty: 4337.107910
	Iteration 5F: 3 clusters Score -675689.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -676047.437500 Penalty: 4337.107910
	Iteration 6F: 3 clusters Score -676047.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -676249.500000 Penalty: 4337.107910
	Iteration 7Q: 3 clusters Score -676249.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -676371.187500 Penalty: 4337.107910
	Iteration 8Q: 3 clusters Score -676371.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -676467.187500 Penalty: 4337.107910
	Iteration 9Q: 3 clusters Score -676467.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -676530.937500 Penalty: 4337.107910
	Iteration 10Q: 3 clusters Score -676530.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -676578.062500 Penalty: 4337.107910
	Iteration 11Q: 3 clusters Score -676578.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -676611.750000 Penalty: 4337.107910
	Iteration 12Q: 3 clusters Score -676611.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -676638.000000 Penalty: 4337.107910
	Iteration 13Q: 3 clusters Score -676638 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -676659.437500 Penalty: 4337.107910
	Iteration 14Q: 3 clusters Score -676659.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -676674.000000 Penalty: 4337.107910
	Iteration 15Q: 3 clusters Score -676674 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -676686.875000 Penalty: 4337.107910
	Iteration 16Q: 3 clusters Score -676686.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -676695.750000 Penalty: 4337.107910
	Iteration 17Q: 3 clusters Score -676695.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -676704.250000 Penalty: 4337.107910
	Iteration 18Q: 3 clusters Score -676704.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -676707.437500 Penalty: 4337.107910
	Iteration 19Q: 3 clusters Score -676707.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -676708.000000 Penalty: 4337.107910
	Iteration 20F: 3 clusters Score -676708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -676709.062500 Penalty: 4337.107910
	Iteration 21Q: 3 clusters Score -676709.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -676712.250000 Penalty: 4337.107910
	Iteration 22Q: 3 clusters Score -676712.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -676710.812500 Penalty: 4337.107910
	Iteration 23Q: 3 clusters Score -676710.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -676712.187500 Penalty: 4337.107910
	Iteration 24Q: 3 clusters Score -676712.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -676711.687500 Penalty: 4337.107910
	Iteration 25Q: 3 clusters Score -676711.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -676711.687500 Penalty: 4337.107910
	Iteration 26F: 3 clusters Score -676711.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Entering Unmasked Estep 
Score: -1224049.500000 Penalty: 2299.176025
	Iteration 0F: 2 clusters Score -1224050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1215964.000000 Penalty: 4598.352051
	Iteration 0F: 3 clusters Score -1215964 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1218728.875000 Penalty: 4598.352051
	Iteration 1F: 3 clusters Score -1218729 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1219363.875000 Penalty: 4598.352051
	Iteration 2F: 3 clusters Score -1219364 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1219910.500000 Penalty: 4598.352051
	Iteration 3F: 3 clusters Score -1219910 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1220373.750000 Penalty: 4598.352051
	Iteration 4F: 3 clusters Score -1220374 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1220836.875000 Penalty: 4598.352051
	Iteration 5F: 3 clusters Score -1220837 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1221270.000000 Penalty: 4598.352051
	Iteration 6F: 3 clusters Score -1221270 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1221595.750000 Penalty: 4598.352051
	Iteration 7Q: 3 clusters Score -1221596 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1221855.750000 Penalty: 4598.352051
	Iteration 8Q: 3 clusters Score -1221856 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1222051.125000 Penalty: 4598.352051
	Iteration 9Q: 3 clusters Score -1222051 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1222254.625000 Penalty: 4598.352051
	Iteration 10Q: 3 clusters Score -1222255 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1222431.000000 Penalty: 4598.352051
	Iteration 11Q: 3 clusters Score -1222431 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1222566.250000 Penalty: 4598.352051
	Iteration 12Q: 3 clusters Score -1222566 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1222669.250000 Penalty: 4598.352051
	Iteration 13Q: 3 clusters Score -1222669 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1222746.375000 Penalty: 4598.352051
	Iteration 14Q: 3 clusters Score -1222746 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1222787.000000 Penalty: 4598.352051
	Iteration 15Q: 3 clusters Score -1222787 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1222829.000000 Penalty: 4598.352051
	Iteration 16Q: 3 clusters Score -1222829 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1222852.750000 Penalty: 4598.352051
	Iteration 17Q: 3 clusters Score -1222853 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1222874.500000 Penalty: 4598.352051
	Iteration 18Q: 3 clusters Score -1222874 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1222891.000000 Penalty: 4598.352051
	Iteration 19Q: 3 clusters Score -1222891 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1222899.750000 Penalty: 4598.352051
	Iteration 20F: 3 clusters Score -1222900 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1222903.875000 Penalty: 4598.352051
	Iteration 21Q: 3 clusters Score -1222904 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1222909.875000 Penalty: 4598.352051
	Iteration 22Q: 3 clusters Score -1222910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1222916.250000 Penalty: 4598.352051
	Iteration 23Q: 3 clusters Score -1222916 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1222921.625000 Penalty: 4598.352051
	Iteration 24Q: 3 clusters Score -1222922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1222925.500000 Penalty: 4598.352051
	Iteration 25Q: 3 clusters Score -1222926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1222926.250000 Penalty: 4598.352051
	Iteration 26Q: 3 clusters Score -1222926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1222926.125000 Penalty: 4598.352051
	Iteration 27Q: 3 clusters Score -1222926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1222928.375000 Penalty: 4598.352051
	Iteration 28Q: 3 clusters Score -1222928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1222932.000000 Penalty: 4598.352051
	Iteration 29Q: 3 clusters Score -1222932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1222935.875000 Penalty: 4598.352051
	Iteration 30Q: 3 clusters Score -1222936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1222937.375000 Penalty: 4598.352051
	Iteration 31Q: 3 clusters Score -1222937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1222937.625000 Penalty: 4598.352051
	Iteration 32Q: 3 clusters Score -1222938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1222937.625000 Penalty: 4598.352051
	Iteration 33F: 3 clusters Score -1222938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (42656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42656 members 
Entering Unmasked Estep 
Score: -5167808.500000 Penalty: 2643.908936
	Iteration 0F: 2 clusters Score -5167808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -5139186.000000 Penalty: 5287.817871
	Iteration 0F: 3 clusters Score -5139186 nChanged 19340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -5149668.500000 Penalty: 5287.817871
	Iteration 1F: 3 clusters Score -5149668 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -5150251.500000 Penalty: 5287.817871
	Iteration 2Q: 3 clusters Score -5150252 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -5150875.500000 Penalty: 5287.817871
	Iteration 3Q: 3 clusters Score -5150876 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -5151614.000000 Penalty: 5287.817871
	Iteration 4Q: 3 clusters Score -5151614 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -5152745.000000 Penalty: 5287.817871
	Iteration 5Q: 3 clusters Score -5152745 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -5154540.000000 Penalty: 5287.817871
	Iteration 6F: 3 clusters Score -5154540 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 28811 members 
Entering Unmasked Estep 
Score: -5156960.000000 Penalty: 5287.817871
	Iteration 7F: 3 clusters Score -5156960 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 31175 members 
Entering Unmasked Estep 
Score: -5159684.500000 Penalty: 5287.817871
	Iteration 8F: 3 clusters Score -5159684 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -5162071.500000 Penalty: 5287.817871
	Iteration 9F: 3 clusters Score -5162072 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 34743 members 
Entering Unmasked Estep 
Score: -5163590.500000 Penalty: 5287.817871
	Iteration 10Q: 3 clusters Score -5163590 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -5164546.000000 Penalty: 5287.817871
	Iteration 11Q: 3 clusters Score -5164546 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 36699 members 
Entering Unmasked Estep 
Score: -5165189.500000 Penalty: 5287.817871
	Iteration 12Q: 3 clusters Score -5165190 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 37370 members 
Entering Unmasked Estep 
Score: -5165623.500000 Penalty: 5287.817871
	Iteration 13Q: 3 clusters Score -5165624 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 37929 members 
Entering Unmasked Estep 
Score: -5165998.000000 Penalty: 5287.817871
	Iteration 14Q: 3 clusters Score -5165998 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 38375 members 
Entering Unmasked Estep 
Score: -5166256.500000 Penalty: 5287.817871
	Iteration 15Q: 3 clusters Score -5166256 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 38699 members 
Entering Unmasked Estep 
Score: -5166441.000000 Penalty: 5287.817871
	Iteration 16Q: 3 clusters Score -5166441 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 38960 members 
Entering Unmasked Estep 
Score: -5166591.500000 Penalty: 5287.817871
	Iteration 17Q: 3 clusters Score -5166592 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 39169 members 
Entering Unmasked Estep 
Score: -5166707.000000 Penalty: 5287.817871
	Iteration 18Q: 3 clusters Score -5166707 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 39337 members 
Entering Unmasked Estep 
Score: -5166789.500000 Penalty: 5287.817871
	Iteration 19Q: 3 clusters Score -5166790 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 39465 members 
Entering Unmasked Estep 
Score: -5166838.500000 Penalty: 5287.817871
	Iteration 20F: 3 clusters Score -5166838 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 39571 members 
Entering Unmasked Estep 
Score: -5166889.000000 Penalty: 5287.817871
	Iteration 21Q: 3 clusters Score -5166889 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 39654 members 
Entering Unmasked Estep 
Score: -5166913.000000 Penalty: 5287.817871
	Iteration 22Q: 3 clusters Score -5166913 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 39728 members 
Entering Unmasked Estep 
Score: -5166944.000000 Penalty: 5287.817871
	Iteration 23Q: 3 clusters Score -5166944 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 39783 members 
Entering Unmasked Estep 
Score: -5166968.500000 Penalty: 5287.817871
	Iteration 24Q: 3 clusters Score -5166968 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 39827 members 
Entering Unmasked Estep 
Score: -5166979.500000 Penalty: 5287.817871
	Iteration 25Q: 3 clusters Score -5166980 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 39870 members 
Entering Unmasked Estep 
Score: -5166988.000000 Penalty: 5287.817871
	Iteration 26Q: 3 clusters Score -5166988 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 39910 members 
Entering Unmasked Estep 
Score: -5167004.500000 Penalty: 5287.817871
	Iteration 27Q: 3 clusters Score -5167004 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 39943 members 
Entering Unmasked Estep 
Score: -5167018.000000 Penalty: 5287.817871
	Iteration 28Q: 3 clusters Score -5167018 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 39971 members 
Entering Unmasked Estep 
Score: -5167019.500000 Penalty: 5287.817871
	Iteration 29Q: 3 clusters Score -5167020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 39990 members 
Entering Unmasked Estep 
Score: -5167017.000000 Penalty: 5287.817871
	Iteration 30Q: 3 clusters Score -5167017 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
Score: -5167017.500000 Penalty: 5287.817871
	Iteration 31Q: 3 clusters Score -5167018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 40015 members 
Entering Unmasked Estep 
Score: -5167021.500000 Penalty: 5287.817871
	Iteration 32Q: 3 clusters Score -5167022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 40021 members 
Entering Unmasked Estep 
Score: -5167025.500000 Penalty: 5287.817871
	Iteration 33Q: 3 clusters Score -5167026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 40025 members 
Entering Unmasked Estep 
Score: -5167021.500000 Penalty: 5287.817871
	Iteration 34Q: 3 clusters Score -5167022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 40030 members 
Entering Unmasked Estep 
Score: -5167022.500000 Penalty: 5287.817871
	Iteration 35Q: 3 clusters Score -5167022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 40035 members 
Entering Unmasked Estep 
Score: -5167023.500000 Penalty: 5287.817871
	Iteration 36Q: 3 clusters Score -5167024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 40044 members 
Entering Unmasked Estep 
Score: -5167026.000000 Penalty: 5287.817871
	Iteration 37Q: 3 clusters Score -5167026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 40051 members 
Entering Unmasked Estep 
Score: -5167030.000000 Penalty: 5287.817871
	Iteration 38Q: 3 clusters Score -5167030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 40056 members 
Entering Unmasked Estep 
Score: -5167028.500000 Penalty: 5287.817871
	Iteration 39Q: 3 clusters Score -5167028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 40062 members 
Entering Unmasked Estep 
Score: -5167035.000000 Penalty: 5287.817871
	Iteration 40F: 3 clusters Score -5167035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 40063 members 
Entering Unmasked Estep 
Score: -5167034.500000 Penalty: 5287.817871
	Iteration 41Q: 3 clusters Score -5167034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -5167034.000000 Penalty: 5287.817871
	Iteration 42Q: 3 clusters Score -5167034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 40072 members 
Entering Unmasked Estep 
Score: -5167027.500000 Penalty: 5287.817871
	Iteration 43Q: 3 clusters Score -5167028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 40075 members 
Entering Unmasked Estep 
Score: -5167025.000000 Penalty: 5287.817871
	Iteration 44Q: 3 clusters Score -5167025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 40078 members 
Entering Unmasked Estep 
Score: -5167030.500000 Penalty: 5287.817871
	Iteration 45Q: 3 clusters Score -5167030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 40081 members 
Entering Unmasked Estep 
Score: -5167027.000000 Penalty: 5287.817871
	Iteration 46Q: 3 clusters Score -5167027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 40084 members 
Entering Unmasked Estep 
Score: -5167034.500000 Penalty: 5287.817871
	Iteration 47Q: 3 clusters Score -5167034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 40085 members 
Entering Unmasked Estep 
Score: -5167035.500000 Penalty: 5287.817871
	Iteration 48Q: 3 clusters Score -5167036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 40087 members 
Entering Unmasked Estep 
Score: -5167040.500000 Penalty: 5287.817871
	Iteration 49Q: 3 clusters Score -5167040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 40092 members 
Entering Unmasked Estep 
Score: -5167036.500000 Penalty: 5287.817871
	Iteration 50Q: 3 clusters Score -5167036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 40102 members 
Entering Unmasked Estep 
Score: -5167043.000000 Penalty: 5287.817871
	Iteration 51Q: 3 clusters Score -5167043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 40110 members 
Entering Unmasked Estep 
Score: -5167041.500000 Penalty: 5287.817871
	Iteration 52Q: 3 clusters Score -5167042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 40115 members 
Entering Unmasked Estep 
Score: -5167043.000000 Penalty: 5287.817871
	Iteration 53Q: 3 clusters Score -5167043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 40115 members 
Entering Unmasked Estep 
Score: -5167043.000000 Penalty: 5287.817871
	Iteration 54F: 3 clusters Score -5167043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Entering Unmasked Estep 
Score: -1268583.375000 Penalty: 2309.754883
	Iteration 0F: 2 clusters Score -1268583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1260263.375000 Penalty: 4619.509766
	Iteration 0F: 3 clusters Score -1260263 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1263016.875000 Penalty: 4619.509766
	Iteration 1F: 3 clusters Score -1263017 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1263498.250000 Penalty: 4619.509766
	Iteration 2F: 3 clusters Score -1263498 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1263824.750000 Penalty: 4619.509766
	Iteration 3F: 3 clusters Score -1263825 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1264081.750000 Penalty: 4619.509766
	Iteration 4Q: 3 clusters Score -1264082 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1264320.000000 Penalty: 4619.509766
	Iteration 5Q: 3 clusters Score -1264320 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1264580.125000 Penalty: 4619.509766
	Iteration 6Q: 3 clusters Score -1264580 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1264816.375000 Penalty: 4619.509766
	Iteration 7Q: 3 clusters Score -1264816 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1265034.375000 Penalty: 4619.509766
	Iteration 8Q: 3 clusters Score -1265034 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1265215.875000 Penalty: 4619.509766
	Iteration 9Q: 3 clusters Score -1265216 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1265382.250000 Penalty: 4619.509766
	Iteration 10Q: 3 clusters Score -1265382 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1265532.625000 Penalty: 4619.509766
	Iteration 11Q: 3 clusters Score -1265533 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1265674.000000 Penalty: 4619.509766
	Iteration 12Q: 3 clusters Score -1265674 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1265798.375000 Penalty: 4619.509766
	Iteration 13Q: 3 clusters Score -1265798 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1265921.625000 Penalty: 4619.509766
	Iteration 14Q: 3 clusters Score -1265922 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1266011.500000 Penalty: 4619.509766
	Iteration 15Q: 3 clusters Score -1266012 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1266109.625000 Penalty: 4619.509766
	Iteration 16Q: 3 clusters Score -1266110 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1266191.625000 Penalty: 4619.509766
	Iteration 17Q: 3 clusters Score -1266192 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1266262.500000 Penalty: 4619.509766
	Iteration 18Q: 3 clusters Score -1266262 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1266314.375000 Penalty: 4619.509766
	Iteration 19Q: 3 clusters Score -1266314 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1266371.125000 Penalty: 4619.509766
	Iteration 20F: 3 clusters Score -1266371 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1266417.875000 Penalty: 4619.509766
	Iteration 21Q: 3 clusters Score -1266418 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1266451.250000 Penalty: 4619.509766
	Iteration 22Q: 3 clusters Score -1266451 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1266482.625000 Penalty: 4619.509766
	Iteration 23Q: 3 clusters Score -1266483 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1266514.000000 Penalty: 4619.509766
	Iteration 24Q: 3 clusters Score -1266514 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1266551.125000 Penalty: 4619.509766
	Iteration 25Q: 3 clusters Score -1266551 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1266582.375000 Penalty: 4619.509766
	Iteration 26Q: 3 clusters Score -1266582 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1266606.750000 Penalty: 4619.509766
	Iteration 27Q: 3 clusters Score -1266607 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1266627.000000 Penalty: 4619.509766
	Iteration 28Q: 3 clusters Score -1266627 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1266649.000000 Penalty: 4619.509766
	Iteration 29Q: 3 clusters Score -1266649 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1266671.125000 Penalty: 4619.509766
	Iteration 30Q: 3 clusters Score -1266671 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1266688.500000 Penalty: 4619.509766
	Iteration 31Q: 3 clusters Score -1266688 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1266706.750000 Penalty: 4619.509766
	Iteration 32Q: 3 clusters Score -1266707 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1266733.500000 Penalty: 4619.509766
	Iteration 33Q: 3 clusters Score -1266734 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1266753.625000 Penalty: 4619.509766
	Iteration 34Q: 3 clusters Score -1266754 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1266774.500000 Penalty: 4619.509766
	Iteration 35Q: 3 clusters Score -1266774 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1266790.625000 Penalty: 4619.509766
	Iteration 36Q: 3 clusters Score -1266791 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1266805.000000 Penalty: 4619.509766
	Iteration 37Q: 3 clusters Score -1266805 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1266815.875000 Penalty: 4619.509766
	Iteration 38Q: 3 clusters Score -1266816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1266821.250000 Penalty: 4619.509766
	Iteration 39Q: 3 clusters Score -1266821 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1266828.125000 Penalty: 4619.509766
	Iteration 40F: 3 clusters Score -1266828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1266830.500000 Penalty: 4619.509766
	Iteration 41Q: 3 clusters Score -1266830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1266834.000000 Penalty: 4619.509766
	Iteration 42Q: 3 clusters Score -1266834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1266841.500000 Penalty: 4619.509766
	Iteration 43Q: 3 clusters Score -1266842 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1266849.250000 Penalty: 4619.509766
	Iteration 44Q: 3 clusters Score -1266849 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1266851.250000 Penalty: 4619.509766
	Iteration 45Q: 3 clusters Score -1266851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1266855.875000 Penalty: 4619.509766
	Iteration 46Q: 3 clusters Score -1266856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1266858.500000 Penalty: 4619.509766
	Iteration 47Q: 3 clusters Score -1266858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1266861.625000 Penalty: 4619.509766
	Iteration 48Q: 3 clusters Score -1266862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1266865.375000 Penalty: 4619.509766
	Iteration 49Q: 3 clusters Score -1266865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1266871.375000 Penalty: 4619.509766
	Iteration 50Q: 3 clusters Score -1266871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1266874.500000 Penalty: 4619.509766
	Iteration 51Q: 3 clusters Score -1266874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1266876.750000 Penalty: 4619.509766
	Iteration 52Q: 3 clusters Score -1266877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1266878.250000 Penalty: 4619.509766
	Iteration 53Q: 3 clusters Score -1266878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1266880.750000 Penalty: 4619.509766
	Iteration 54Q: 3 clusters Score -1266881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1266883.000000 Penalty: 4619.509766
	Iteration 55Q: 3 clusters Score -1266883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1266884.875000 Penalty: 4619.509766
	Iteration 56Q: 3 clusters Score -1266885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1266888.000000 Penalty: 4619.509766
	Iteration 57Q: 3 clusters Score -1266888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1266889.500000 Penalty: 4619.509766
	Iteration 58Q: 3 clusters Score -1266890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1266888.750000 Penalty: 4619.509766
	Iteration 59Q: 3 clusters Score -1266889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1266889.250000 Penalty: 4619.509766
	Iteration 60F: 3 clusters Score -1266889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1266889.250000 Penalty: 4619.509766
	Iteration 61Q: 3 clusters Score -1266889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1266889.250000 Penalty: 4619.509766
	Iteration 62F: 3 clusters Score -1266889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Entering Unmasked Estep 
Score: -383055.687500 Penalty: 2023.525024
	Iteration 0F: 2 clusters Score -383055.7 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 1778 members 
Entering Unmasked Estep 
Score: -379474.812500 Penalty: 4047.050049
	Iteration 0F: 3 clusters Score -379474.8 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -380290.093750 Penalty: 4047.050049
	Iteration 1F: 3 clusters Score -380290.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -380554.406250 Penalty: 4047.050049
	Iteration 2F: 3 clusters Score -380554.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -380819.750000 Penalty: 4047.050049
	Iteration 3F: 3 clusters Score -380819.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -381067.437500 Penalty: 4047.050049
	Iteration 4F: 3 clusters Score -381067.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -381235.125000 Penalty: 4047.050049
	Iteration 5Q: 3 clusters Score -381235.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -381386.625000 Penalty: 4047.050049
	Iteration 6Q: 3 clusters Score -381386.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -381502.312500 Penalty: 4047.050049
	Iteration 7Q: 3 clusters Score -381502.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -381598.000000 Penalty: 4047.050049
	Iteration 8Q: 3 clusters Score -381598 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -381692.468750 Penalty: 4047.050049
	Iteration 9Q: 3 clusters Score -381692.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -381805.812500 Penalty: 4047.050049
	Iteration 10Q: 3 clusters Score -381805.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -381902.000000 Penalty: 4047.050049
	Iteration 11Q: 3 clusters Score -381902 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -381977.468750 Penalty: 4047.050049
	Iteration 12Q: 3 clusters Score -381977.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -382045.093750 Penalty: 4047.050049
	Iteration 13Q: 3 clusters Score -382045.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -382096.093750 Penalty: 4047.050049
	Iteration 14Q: 3 clusters Score -382096.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -382132.031250 Penalty: 4047.050049
	Iteration 15Q: 3 clusters Score -382132 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -382153.000000 Penalty: 4047.050049
	Iteration 16Q: 3 clusters Score -382153 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -382171.218750 Penalty: 4047.050049
	Iteration 17Q: 3 clusters Score -382171.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -382185.187500 Penalty: 4047.050049
	Iteration 18Q: 3 clusters Score -382185.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -382192.281250 Penalty: 4047.050049
	Iteration 19Q: 3 clusters Score -382192.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -382196.437500 Penalty: 4047.050049
	Iteration 20F: 3 clusters Score -382196.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -382201.531250 Penalty: 4047.050049
	Iteration 21Q: 3 clusters Score -382201.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -382203.750000 Penalty: 4047.050049
	Iteration 22Q: 3 clusters Score -382203.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -382203.781250 Penalty: 4047.050049
	Iteration 23Q: 3 clusters Score -382203.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -382204.250000 Penalty: 4047.050049
	Iteration 24Q: 3 clusters Score -382204.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -382204.781250 Penalty: 4047.050049
	Iteration 25Q: 3 clusters Score -382204.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -382204.781250 Penalty: 4047.050049
	Iteration 26F: 3 clusters Score -382204.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Entering Unmasked Estep 
Score: -44317.492188 Penalty: 1489.575684
	Iteration 0F: 2 clusters Score -44317.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -42911.167969 Penalty: 2979.151367
	Iteration 0F: 3 clusters Score -42911.17 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -43090.027344 Penalty: 2979.151367
	Iteration 1F: 3 clusters Score -43090.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -43134.710938 Penalty: 2979.151367
	Iteration 2Q: 3 clusters Score -43134.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -43155.324219 Penalty: 2979.151367
	Iteration 3Q: 3 clusters Score -43155.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -43163.960938 Penalty: 2979.151367
	Iteration 4Q: 3 clusters Score -43163.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -43167.218750 Penalty: 2979.151367
	Iteration 5Q: 3 clusters Score -43167.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -43180.570312 Penalty: 2979.151367
	Iteration 6Q: 3 clusters Score -43180.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -43198.230469 Penalty: 2979.151367
	Iteration 7Q: 3 clusters Score -43198.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -43214.960938 Penalty: 2979.151367
	Iteration 8Q: 3 clusters Score -43214.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -43239.718750 Penalty: 2979.151367
	Iteration 9Q: 3 clusters Score -43239.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -43258.722656 Penalty: 2979.151367
	Iteration 10Q: 3 clusters Score -43258.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -43288.394531 Penalty: 2979.151367
	Iteration 11Q: 3 clusters Score -43288.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -43343.066406 Penalty: 2979.151367
	Iteration 12Q: 3 clusters Score -43343.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -43347.535156 Penalty: 2979.151367
	Iteration 13Q: 3 clusters Score -43347.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -43356.046875 Penalty: 2979.151367
	Iteration 14Q: 3 clusters Score -43356.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -43356.046875 Penalty: 2979.151367
	Iteration 15F: 3 clusters Score -43356.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Entering Unmasked Estep 
Score: -961939.375000 Penalty: 2242.396484
	Iteration 0F: 2 clusters Score -961939.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -955295.437500 Penalty: 4484.792969
	Iteration 0F: 3 clusters Score -955295.4 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -957139.562500 Penalty: 4484.792969
	Iteration 1F: 3 clusters Score -957139.6 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -957419.312500 Penalty: 4484.792969
	Iteration 2F: 3 clusters Score -957419.3 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -957607.500000 Penalty: 4484.792969
	Iteration 3Q: 3 clusters Score -957607.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -957740.437500 Penalty: 4484.792969
	Iteration 4Q: 3 clusters Score -957740.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -957849.687500 Penalty: 4484.792969
	Iteration 5Q: 3 clusters Score -957849.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -957966.937500 Penalty: 4484.792969
	Iteration 6Q: 3 clusters Score -957966.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -958113.437500 Penalty: 4484.792969
	Iteration 7Q: 3 clusters Score -958113.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -958309.937500 Penalty: 4484.792969
	Iteration 8Q: 3 clusters Score -958309.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -958554.937500 Penalty: 4484.792969
	Iteration 9Q: 3 clusters Score -958554.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -958823.250000 Penalty: 4484.792969
	Iteration 10Q: 3 clusters Score -958823.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -959117.562500 Penalty: 4484.792969
	Iteration 11Q: 3 clusters Score -959117.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -959426.187500 Penalty: 4484.792969
	Iteration 12Q: 3 clusters Score -959426.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -959706.937500 Penalty: 4484.792969
	Iteration 13Q: 3 clusters Score -959706.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -959932.812500 Penalty: 4484.792969
	Iteration 14Q: 3 clusters Score -959932.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -960128.375000 Penalty: 4484.792969
	Iteration 15Q: 3 clusters Score -960128.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -960328.250000 Penalty: 4484.792969
	Iteration 16Q: 3 clusters Score -960328.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -960482.250000 Penalty: 4484.792969
	Iteration 17Q: 3 clusters Score -960482.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -960625.000000 Penalty: 4484.792969
	Iteration 18Q: 3 clusters Score -960625 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -960741.875000 Penalty: 4484.792969
	Iteration 19Q: 3 clusters Score -960741.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -960865.000000 Penalty: 4484.792969
	Iteration 20F: 3 clusters Score -960865 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -961002.500000 Penalty: 4484.792969
	Iteration 21Q: 3 clusters Score -961002.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -961112.000000 Penalty: 4484.792969
	Iteration 22Q: 3 clusters Score -961112 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -961192.187500 Penalty: 4484.792969
	Iteration 23Q: 3 clusters Score -961192.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -961242.750000 Penalty: 4484.792969
	Iteration 24Q: 3 clusters Score -961242.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -961273.125000 Penalty: 4484.792969
	Iteration 25Q: 3 clusters Score -961273.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -961298.062500 Penalty: 4484.792969
	Iteration 26Q: 3 clusters Score -961298.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -961318.750000 Penalty: 4484.792969
	Iteration 27Q: 3 clusters Score -961318.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -961333.187500 Penalty: 4484.792969
	Iteration 28Q: 3 clusters Score -961333.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -961346.937500 Penalty: 4484.792969
	Iteration 29Q: 3 clusters Score -961346.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -961358.937500 Penalty: 4484.792969
	Iteration 30Q: 3 clusters Score -961358.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -961367.375000 Penalty: 4484.792969
	Iteration 31Q: 3 clusters Score -961367.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -961377.812500 Penalty: 4484.792969
	Iteration 32Q: 3 clusters Score -961377.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -961386.375000 Penalty: 4484.792969
	Iteration 33Q: 3 clusters Score -961386.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -961391.500000 Penalty: 4484.792969
	Iteration 34Q: 3 clusters Score -961391.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -961395.812500 Penalty: 4484.792969
	Iteration 35Q: 3 clusters Score -961395.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -961400.000000 Penalty: 4484.792969
	Iteration 36Q: 3 clusters Score -961400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -961405.812500 Penalty: 4484.792969
	Iteration 37Q: 3 clusters Score -961405.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -961407.125000 Penalty: 4484.792969
	Iteration 38Q: 3 clusters Score -961407.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -961407.250000 Penalty: 4484.792969
	Iteration 39Q: 3 clusters Score -961407.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -961410.125000 Penalty: 4484.792969
	Iteration 40F: 3 clusters Score -961410.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -961411.125000 Penalty: 4484.792969
	Iteration 41Q: 3 clusters Score -961411.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -961410.000000 Penalty: 4484.792969
	Iteration 42Q: 3 clusters Score -961410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -961413.125000 Penalty: 4484.792969
	Iteration 43Q: 3 clusters Score -961413.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -961412.750000 Penalty: 4484.792969
	Iteration 44Q: 3 clusters Score -961412.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -961416.812500 Penalty: 4484.792969
	Iteration 45Q: 3 clusters Score -961416.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -961419.000000 Penalty: 4484.792969
	Iteration 46Q: 3 clusters Score -961419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -961420.125000 Penalty: 4484.792969
	Iteration 47Q: 3 clusters Score -961420.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -961420.500000 Penalty: 4484.792969
	Iteration 48Q: 3 clusters Score -961420.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -961420.437500 Penalty: 4484.792969
	Iteration 49Q: 3 clusters Score -961420.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -961421.437500 Penalty: 4484.792969
	Iteration 50Q: 3 clusters Score -961421.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -961423.875000 Penalty: 4484.792969
	Iteration 51Q: 3 clusters Score -961423.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -961424.187500 Penalty: 4484.792969
	Iteration 52Q: 3 clusters Score -961424.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -961427.125000 Penalty: 4484.792969
	Iteration 53Q: 3 clusters Score -961427.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -961427.062500 Penalty: 4484.792969
	Iteration 54Q: 3 clusters Score -961427.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -961429.562500 Penalty: 4484.792969
	Iteration 55Q: 3 clusters Score -961429.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -961429.062500 Penalty: 4484.792969
	Iteration 56Q: 3 clusters Score -961429.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -961428.187500 Penalty: 4484.792969
	Iteration 57Q: 3 clusters Score -961428.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -961428.062500 Penalty: 4484.792969
	Iteration 58Q: 3 clusters Score -961428.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -961429.562500 Penalty: 4484.792969
	Iteration 59Q: 3 clusters Score -961429.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -961429.562500 Penalty: 4484.792969
	Iteration 60F: 3 clusters Score -961429.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (204675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204675 members 
Entering Unmasked Estep 
Score: -24442456.000000 Penalty: 3032.836182
	Iteration 0F: 2 clusters Score -2.444246e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102678 members 
Mstep: Class 2 contains 101997 members 
Entering Unmasked Estep 
Score: -24304950.000000 Penalty: 6065.672363
	Iteration 0F: 3 clusters Score -2.430495e+07 nChanged 98881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108861 members 
Mstep: Class 2 contains 95814 members 
Entering Unmasked Estep 
Score: -24364294.000000 Penalty: 6065.672363
	Iteration 1F: 3 clusters Score -2.436429e+07 nChanged 7551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112810 members 
Mstep: Class 2 contains 91865 members 
Entering Unmasked Estep 
Score: -24366846.000000 Penalty: 6065.672363
	Iteration 2Q: 3 clusters Score -2.436685e+07 nChanged 9247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118837 members 
Mstep: Class 2 contains 85838 members 
Entering Unmasked Estep 
Score: -24370778.000000 Penalty: 6065.672363
	Iteration 3Q: 3 clusters Score -2.437078e+07 nChanged 11452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127597 members 
Mstep: Class 2 contains 77078 members 
Entering Unmasked Estep 
Score: -24376618.000000 Penalty: 6065.672363
	Iteration 4F: 3 clusters Score -2.437662e+07 nChanged 13803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139410 members 
Mstep: Class 2 contains 65265 members 
Entering Unmasked Estep 
Score: -24385038.000000 Penalty: 6065.672363
	Iteration 5F: 3 clusters Score -2.438504e+07 nChanged 15212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153328 members 
Mstep: Class 2 contains 51347 members 
Entering Unmasked Estep 
Score: -24395984.000000 Penalty: 6065.672363
	Iteration 6F: 3 clusters Score -2.439598e+07 nChanged 14915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167629 members 
Mstep: Class 2 contains 37046 members 
Entering Unmasked Estep 
Score: -24407796.000000 Penalty: 6065.672363
	Iteration 7F: 3 clusters Score -2.44078e+07 nChanged 12900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180397 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -24418882.000000 Penalty: 6065.672363
	Iteration 8F: 3 clusters Score -2.441888e+07 nChanged 9810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190193 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -24428262.000000 Penalty: 6065.672363
	Iteration 9Q: 3 clusters Score -2.442826e+07 nChanged 6174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196361 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -24433796.000000 Penalty: 6065.672363
	Iteration 10Q: 3 clusters Score -2.44338e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199681 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -24436608.000000 Penalty: 6065.672363
	Iteration 11Q: 3 clusters Score -2.443661e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201360 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -24438134.000000 Penalty: 6065.672363
	Iteration 12Q: 3 clusters Score -2.443813e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202272 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -24438750.000000 Penalty: 6065.672363
	Iteration 13Q: 3 clusters Score -2.443875e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202809 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -24439180.000000 Penalty: 6065.672363
	Iteration 14Q: 3 clusters Score -2.443918e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203118 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -24439410.000000 Penalty: 6065.672363
	Iteration 15Q: 3 clusters Score -2.443941e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203307 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -24439514.000000 Penalty: 6065.672363
	Iteration 16Q: 3 clusters Score -2.443951e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203436 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -24439528.000000 Penalty: 6065.672363
	Iteration 17Q: 3 clusters Score -2.443953e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203533 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -24439554.000000 Penalty: 6065.672363
	Iteration 18Q: 3 clusters Score -2.443955e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203598 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -24439612.000000 Penalty: 6065.672363
	Iteration 19Q: 3 clusters Score -2.443961e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203661 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -24439606.000000 Penalty: 6065.672363
	Iteration 20F: 3 clusters Score -2.443961e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203726 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -24439638.000000 Penalty: 6065.672363
	Iteration 21Q: 3 clusters Score -2.443964e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203761 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -24439660.000000 Penalty: 6065.672363
	Iteration 22Q: 3 clusters Score -2.443966e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203790 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -24439688.000000 Penalty: 6065.672363
	Iteration 23Q: 3 clusters Score -2.443969e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203814 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -24439688.000000 Penalty: 6065.672363
	Iteration 24Q: 3 clusters Score -2.443969e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203837 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -24439712.000000 Penalty: 6065.672363
	Iteration 25Q: 3 clusters Score -2.443971e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203847 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -24439714.000000 Penalty: 6065.672363
	Iteration 26Q: 3 clusters Score -2.443971e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203858 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -24439716.000000 Penalty: 6065.672363
	Iteration 27Q: 3 clusters Score -2.443972e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203866 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -24439750.000000 Penalty: 6065.672363
	Iteration 28Q: 3 clusters Score -2.443975e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203873 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -24439740.000000 Penalty: 6065.672363
	Iteration 29Q: 3 clusters Score -2.443974e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203881 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -24439744.000000 Penalty: 6065.672363
	Iteration 30Q: 3 clusters Score -2.443974e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203888 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -24439742.000000 Penalty: 6065.672363
	Iteration 31Q: 3 clusters Score -2.443974e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203896 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -24439756.000000 Penalty: 6065.672363
	Iteration 32Q: 3 clusters Score -2.443976e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203902 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -24439746.000000 Penalty: 6065.672363
	Iteration 33Q: 3 clusters Score -2.443975e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203906 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -24439758.000000 Penalty: 6065.672363
	Iteration 34Q: 3 clusters Score -2.443976e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203911 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -24439758.000000 Penalty: 6065.672363
	Iteration 35Q: 3 clusters Score -2.443976e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203918 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -24439786.000000 Penalty: 6065.672363
	Iteration 36Q: 3 clusters Score -2.443979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203920 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -24439774.000000 Penalty: 6065.672363
	Iteration 37Q: 3 clusters Score -2.443977e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203921 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -24439784.000000 Penalty: 6065.672363
	Iteration 38Q: 3 clusters Score -2.443978e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203923 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -24439784.000000 Penalty: 6065.672363
	Iteration 39Q: 3 clusters Score -2.443978e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203927 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -24439790.000000 Penalty: 6065.672363
	Iteration 40F: 3 clusters Score -2.443979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203929 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -24439788.000000 Penalty: 6065.672363
	Iteration 41Q: 3 clusters Score -2.443979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203931 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -24439790.000000 Penalty: 6065.672363
	Iteration 42Q: 3 clusters Score -2.443979e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203934 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -24439818.000000 Penalty: 6065.672363
	Iteration 43Q: 3 clusters Score -2.443982e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203934 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -24439818.000000 Penalty: 6065.672363
	Iteration 44F: 3 clusters Score -2.443982e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (210943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210943 members 
Entering Unmasked Estep 
Score: -25907640.000000 Penalty: 3040.317139
	Iteration 0F: 2 clusters Score -2.590764e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105175 members 
Mstep: Class 2 contains 105768 members 
Entering Unmasked Estep 
Score: -25769322.000000 Penalty: 6080.634277
	Iteration 0F: 3 clusters Score -2.576932e+07 nChanged 102023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101632 members 
Mstep: Class 2 contains 109311 members 
Entering Unmasked Estep 
Score: -25829358.000000 Penalty: 6080.634277
	Iteration 1F: 3 clusters Score -2.582936e+07 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99473 members 
Mstep: Class 2 contains 111470 members 
Entering Unmasked Estep 
Score: -25830694.000000 Penalty: 6080.634277
	Iteration 2Q: 3 clusters Score -2.583069e+07 nChanged 6221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96264 members 
Mstep: Class 2 contains 114679 members 
Entering Unmasked Estep 
Score: -25832380.000000 Penalty: 6080.634277
	Iteration 3Q: 3 clusters Score -2.583238e+07 nChanged 7098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91418 members 
Mstep: Class 2 contains 119525 members 
Entering Unmasked Estep 
Score: -25834864.000000 Penalty: 6080.634277
	Iteration 4Q: 3 clusters Score -2.583486e+07 nChanged 8782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84282 members 
Mstep: Class 2 contains 126661 members 
Entering Unmasked Estep 
Score: -25838926.000000 Penalty: 6080.634277
	Iteration 5Q: 3 clusters Score -2.583893e+07 nChanged 10987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74273 members 
Mstep: Class 2 contains 136670 members 
Entering Unmasked Estep 
Score: -25845780.000000 Penalty: 6080.634277
	Iteration 6F: 3 clusters Score -2.584578e+07 nChanged 13536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61257 members 
Mstep: Class 2 contains 149686 members 
Entering Unmasked Estep 
Score: -25856200.000000 Penalty: 6080.634277
	Iteration 7F: 3 clusters Score -2.58562e+07 nChanged 15231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46248 members 
Mstep: Class 2 contains 164695 members 
Entering Unmasked Estep 
Score: -25869738.000000 Penalty: 6080.634277
	Iteration 8F: 3 clusters Score -2.586974e+07 nChanged 14240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32140 members 
Mstep: Class 2 contains 178803 members 
Entering Unmasked Estep 
Score: -25882372.000000 Penalty: 6080.634277
	Iteration 9F: 3 clusters Score -2.588237e+07 nChanged 11222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 189945 members 
Entering Unmasked Estep 
Score: -25891764.000000 Penalty: 6080.634277
	Iteration 10F: 3 clusters Score -2.589176e+07 nChanged 7652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 197531 members 
Entering Unmasked Estep 
Score: -25897668.000000 Penalty: 6080.634277
	Iteration 11Q: 3 clusters Score -2.589767e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 202291 members 
Entering Unmasked Estep 
Score: -25900880.000000 Penalty: 6080.634277
	Iteration 12Q: 3 clusters Score -2.590088e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 205185 members 
Entering Unmasked Estep 
Score: -25902668.000000 Penalty: 6080.634277
	Iteration 13Q: 3 clusters Score -2.590267e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 206872 members 
Entering Unmasked Estep 
Score: -25903718.000000 Penalty: 6080.634277
	Iteration 14Q: 3 clusters Score -2.590372e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 207882 members 
Entering Unmasked Estep 
Score: -25904260.000000 Penalty: 6080.634277
	Iteration 15Q: 3 clusters Score -2.590426e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 208456 members 
Entering Unmasked Estep 
Score: -25904586.000000 Penalty: 6080.634277
	Iteration 16Q: 3 clusters Score -2.590459e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 208830 members 
Entering Unmasked Estep 
Score: -25904780.000000 Penalty: 6080.634277
	Iteration 17Q: 3 clusters Score -2.590478e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 209059 members 
Entering Unmasked Estep 
Score: -25904884.000000 Penalty: 6080.634277
	Iteration 18Q: 3 clusters Score -2.590488e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 209214 members 
Entering Unmasked Estep 
Score: -25904946.000000 Penalty: 6080.634277
	Iteration 19Q: 3 clusters Score -2.590495e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 209320 members 
Entering Unmasked Estep 
Score: -25905012.000000 Penalty: 6080.634277
	Iteration 20F: 3 clusters Score -2.590501e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 209402 members 
Entering Unmasked Estep 
Score: -25905060.000000 Penalty: 6080.634277
	Iteration 21Q: 3 clusters Score -2.590506e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 209441 members 
Entering Unmasked Estep 
Score: -25905120.000000 Penalty: 6080.634277
	Iteration 22Q: 3 clusters Score -2.590512e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 209476 members 
Entering Unmasked Estep 
Score: -25905124.000000 Penalty: 6080.634277
	Iteration 23Q: 3 clusters Score -2.590512e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 209508 members 
Entering Unmasked Estep 
Score: -25905172.000000 Penalty: 6080.634277
	Iteration 24Q: 3 clusters Score -2.590517e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 209533 members 
Entering Unmasked Estep 
Score: -25905200.000000 Penalty: 6080.634277
	Iteration 25Q: 3 clusters Score -2.59052e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 209549 members 
Entering Unmasked Estep 
Score: -25905224.000000 Penalty: 6080.634277
	Iteration 26Q: 3 clusters Score -2.590522e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 209577 members 
Entering Unmasked Estep 
Score: -25905250.000000 Penalty: 6080.634277
	Iteration 27Q: 3 clusters Score -2.590525e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 209602 members 
Entering Unmasked Estep 
Score: -25905270.000000 Penalty: 6080.634277
	Iteration 28Q: 3 clusters Score -2.590527e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 209626 members 
Entering Unmasked Estep 
Score: -25905278.000000 Penalty: 6080.634277
	Iteration 29Q: 3 clusters Score -2.590528e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 209648 members 
Entering Unmasked Estep 
Score: -25905296.000000 Penalty: 6080.634277
	Iteration 30Q: 3 clusters Score -2.59053e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 209658 members 
Entering Unmasked Estep 
Score: -25905296.000000 Penalty: 6080.634277
	Iteration 31Q: 3 clusters Score -2.59053e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 209671 members 
Entering Unmasked Estep 
Score: -25905302.000000 Penalty: 6080.634277
	Iteration 32Q: 3 clusters Score -2.59053e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 209679 members 
Entering Unmasked Estep 
Score: -25905318.000000 Penalty: 6080.634277
	Iteration 33Q: 3 clusters Score -2.590532e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 209691 members 
Entering Unmasked Estep 
Score: -25905328.000000 Penalty: 6080.634277
	Iteration 34Q: 3 clusters Score -2.590533e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 209702 members 
Entering Unmasked Estep 
Score: -25905330.000000 Penalty: 6080.634277
	Iteration 35Q: 3 clusters Score -2.590533e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 209707 members 
Entering Unmasked Estep 
Score: -25905326.000000 Penalty: 6080.634277
	Iteration 36Q: 3 clusters Score -2.590533e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 209715 members 
Entering Unmasked Estep 
Score: -25905322.000000 Penalty: 6080.634277
	Iteration 37Q: 3 clusters Score -2.590532e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 209726 members 
Entering Unmasked Estep 
Score: -25905330.000000 Penalty: 6080.634277
	Iteration 38Q: 3 clusters Score -2.590533e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 209732 members 
Entering Unmasked Estep 
Score: -25905344.000000 Penalty: 6080.634277
	Iteration 39Q: 3 clusters Score -2.590534e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 209739 members 
Entering Unmasked Estep 
Score: -25905340.000000 Penalty: 6080.634277
	Iteration 40F: 3 clusters Score -2.590534e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 209747 members 
Entering Unmasked Estep 
Score: -25905338.000000 Penalty: 6080.634277
	Iteration 41Q: 3 clusters Score -2.590534e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 209762 members 
Entering Unmasked Estep 
Score: -25905330.000000 Penalty: 6080.634277
	Iteration 42Q: 3 clusters Score -2.590533e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 209771 members 
Entering Unmasked Estep 
Score: -25905342.000000 Penalty: 6080.634277
	Iteration 43Q: 3 clusters Score -2.590534e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 209781 members 
Entering Unmasked Estep 
Score: -25905352.000000 Penalty: 6080.634277
	Iteration 44Q: 3 clusters Score -2.590535e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 209785 members 
Entering Unmasked Estep 
Score: -25905350.000000 Penalty: 6080.634277
	Iteration 45Q: 3 clusters Score -2.590535e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 209794 members 
Entering Unmasked Estep 
Score: -25905350.000000 Penalty: 6080.634277
	Iteration 46Q: 3 clusters Score -2.590535e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 209798 members 
Entering Unmasked Estep 
Score: -25905364.000000 Penalty: 6080.634277
	Iteration 47Q: 3 clusters Score -2.590536e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 209803 members 
Entering Unmasked Estep 
Score: -25905356.000000 Penalty: 6080.634277
	Iteration 48Q: 3 clusters Score -2.590536e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 209809 members 
Entering Unmasked Estep 
Score: -25905358.000000 Penalty: 6080.634277
	Iteration 49Q: 3 clusters Score -2.590536e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 209812 members 
Entering Unmasked Estep 
Score: -25905354.000000 Penalty: 6080.634277
	Iteration 50Q: 3 clusters Score -2.590535e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 209814 members 
Entering Unmasked Estep 
Score: -25905348.000000 Penalty: 6080.634277
	Iteration 51Q: 3 clusters Score -2.590535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 209816 members 
Entering Unmasked Estep 
Score: -25905350.000000 Penalty: 6080.634277
	Iteration 52Q: 3 clusters Score -2.590535e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 209816 members 
Entering Unmasked Estep 
Score: -25905350.000000 Penalty: 6080.634277
	Iteration 53F: 3 clusters Score -2.590535e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -1217314.375000 Penalty: 2293.270264
	Iteration 0F: 2 clusters Score -1217314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1209390.500000 Penalty: 4586.540527
	Iteration 0F: 3 clusters Score -1209390 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1211853.000000 Penalty: 4586.540527
	Iteration 1F: 3 clusters Score -1211853 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1212255.750000 Penalty: 4586.540527
	Iteration 2F: 3 clusters Score -1212256 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1212627.000000 Penalty: 4586.540527
	Iteration 3F: 3 clusters Score -1212627 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1212990.625000 Penalty: 4586.540527
	Iteration 4F: 3 clusters Score -1212991 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1213289.125000 Penalty: 4586.540527
	Iteration 5Q: 3 clusters Score -1213289 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1213576.500000 Penalty: 4586.540527
	Iteration 6Q: 3 clusters Score -1213576 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1213828.375000 Penalty: 4586.540527
	Iteration 7Q: 3 clusters Score -1213828 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1214083.500000 Penalty: 4586.540527
	Iteration 8Q: 3 clusters Score -1214084 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1214319.500000 Penalty: 4586.540527
	Iteration 9Q: 3 clusters Score -1214320 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1214552.250000 Penalty: 4586.540527
	Iteration 10Q: 3 clusters Score -1214552 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1214786.625000 Penalty: 4586.540527
	Iteration 11Q: 3 clusters Score -1214787 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1214954.000000 Penalty: 4586.540527
	Iteration 12Q: 3 clusters Score -1214954 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1215046.500000 Penalty: 4586.540527
	Iteration 13Q: 3 clusters Score -1215046 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1215106.000000 Penalty: 4586.540527
	Iteration 14Q: 3 clusters Score -1215106 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1215149.000000 Penalty: 4586.540527
	Iteration 15Q: 3 clusters Score -1215149 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1215167.750000 Penalty: 4586.540527
	Iteration 16Q: 3 clusters Score -1215168 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1215177.500000 Penalty: 4586.540527
	Iteration 17Q: 3 clusters Score -1215178 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1215185.625000 Penalty: 4586.540527
	Iteration 18Q: 3 clusters Score -1215186 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1215191.000000 Penalty: 4586.540527
	Iteration 19Q: 3 clusters Score -1215191 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1215201.000000 Penalty: 4586.540527
	Iteration 20F: 3 clusters Score -1215201 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1215208.250000 Penalty: 4586.540527
	Iteration 21Q: 3 clusters Score -1215208 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1215208.125000 Penalty: 4586.540527
	Iteration 22Q: 3 clusters Score -1215208 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1215215.500000 Penalty: 4586.540527
	Iteration 23Q: 3 clusters Score -1215216 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1215221.500000 Penalty: 4586.540527
	Iteration 24Q: 3 clusters Score -1215222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1215225.125000 Penalty: 4586.540527
	Iteration 25Q: 3 clusters Score -1215225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1215228.250000 Penalty: 4586.540527
	Iteration 26Q: 3 clusters Score -1215228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1215227.500000 Penalty: 4586.540527
	Iteration 27Q: 3 clusters Score -1215228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1215228.250000 Penalty: 4586.540527
	Iteration 28Q: 3 clusters Score -1215228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1215226.875000 Penalty: 4586.540527
	Iteration 29Q: 3 clusters Score -1215227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1215229.125000 Penalty: 4586.540527
	Iteration 30Q: 3 clusters Score -1215229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1215228.250000 Penalty: 4586.540527
	Iteration 31Q: 3 clusters Score -1215228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1215228.875000 Penalty: 4586.540527
	Iteration 32Q: 3 clusters Score -1215229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1215231.625000 Penalty: 4586.540527
	Iteration 33Q: 3 clusters Score -1215232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1215229.875000 Penalty: 4586.540527
	Iteration 34Q: 3 clusters Score -1215230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1215227.500000 Penalty: 4586.540527
	Iteration 35Q: 3 clusters Score -1215228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1215234.250000 Penalty: 4586.540527
	Iteration 36Q: 3 clusters Score -1215234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1215233.500000 Penalty: 4586.540527
	Iteration 37Q: 3 clusters Score -1215234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1215233.125000 Penalty: 4586.540527
	Iteration 38Q: 3 clusters Score -1215233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1215234.875000 Penalty: 4586.540527
	Iteration 39Q: 3 clusters Score -1215235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1215234.875000 Penalty: 4586.540527
	Iteration 40F: 3 clusters Score -1215235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Entering Unmasked Estep 
Score: -47079.300781 Penalty: 1508.390381
	Iteration 0F: 2 clusters Score -47079.3 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 229 members 
Entering Unmasked Estep 
Score: -45620.101562 Penalty: 3016.780762
	Iteration 0F: 3 clusters Score -45620.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -45790.078125 Penalty: 3016.780762
	Iteration 1F: 3 clusters Score -45790.08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -45886.035156 Penalty: 3016.780762
	Iteration 2F: 3 clusters Score -45886.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -45960.796875 Penalty: 3016.780762
	Iteration 3Q: 3 clusters Score -45960.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -46004.156250 Penalty: 3016.780762
	Iteration 4Q: 3 clusters Score -46004.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -46032.687500 Penalty: 3016.780762
	Iteration 5Q: 3 clusters Score -46032.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -46066.710938 Penalty: 3016.780762
	Iteration 6Q: 3 clusters Score -46066.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -46099.640625 Penalty: 3016.780762
	Iteration 7Q: 3 clusters Score -46099.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -46143.757812 Penalty: 3016.780762
	Iteration 8Q: 3 clusters Score -46143.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -46177.832031 Penalty: 3016.780762
	Iteration 9Q: 3 clusters Score -46177.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -46216.984375 Penalty: 3016.780762
	Iteration 10Q: 3 clusters Score -46216.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -46251.785156 Penalty: 3016.780762
	Iteration 11Q: 3 clusters Score -46251.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -46275.972656 Penalty: 3016.780762
	Iteration 12Q: 3 clusters Score -46275.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -46301.066406 Penalty: 3016.780762
	Iteration 13Q: 3 clusters Score -46301.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -46322.050781 Penalty: 3016.780762
	Iteration 14Q: 3 clusters Score -46322.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -46347.710938 Penalty: 3016.780762
	Iteration 15Q: 3 clusters Score -46347.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -46391.382812 Penalty: 3016.780762
	Iteration 16Q: 3 clusters Score -46391.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -46417.019531 Penalty: 3016.780762
	Iteration 17Q: 3 clusters Score -46417.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -46432.539062 Penalty: 3016.780762
	Iteration 18Q: 3 clusters Score -46432.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -46442.363281 Penalty: 3016.780762
	Iteration 19Q: 3 clusters Score -46442.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -46452.652344 Penalty: 3016.780762
	Iteration 20F: 3 clusters Score -46452.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -46464.718750 Penalty: 3016.780762
	Iteration 21Q: 3 clusters Score -46464.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -46476.921875 Penalty: 3016.780762
	Iteration 22Q: 3 clusters Score -46476.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -46480.046875 Penalty: 3016.780762
	Iteration 23Q: 3 clusters Score -46480.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -46480.046875 Penalty: 3016.780762
	Iteration 24F: 3 clusters Score -46480.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Entering Unmasked Estep 
Score: -60703.875000 Penalty: 1578.031006
	Iteration 0F: 2 clusters Score -60703.88 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 300 members 
Entering Unmasked Estep 
Score: -59086.511719 Penalty: 3156.062012
	Iteration 0F: 3 clusters Score -59086.51 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -59303.476562 Penalty: 3156.062012
	Iteration 1F: 3 clusters Score -59303.48 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -59407.078125 Penalty: 3156.062012
	Iteration 2Q: 3 clusters Score -59407.08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -59508.480469 Penalty: 3156.062012
	Iteration 3F: 3 clusters Score -59508.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -59549.464844 Penalty: 3156.062012
	Iteration 4Q: 3 clusters Score -59549.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -59584.296875 Penalty: 3156.062012
	Iteration 5Q: 3 clusters Score -59584.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -59600.378906 Penalty: 3156.062012
	Iteration 6Q: 3 clusters Score -59600.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -59617.148438 Penalty: 3156.062012
	Iteration 7Q: 3 clusters Score -59617.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -59646.027344 Penalty: 3156.062012
	Iteration 8Q: 3 clusters Score -59646.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -59666.203125 Penalty: 3156.062012
	Iteration 9Q: 3 clusters Score -59666.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -59702.773438 Penalty: 3156.062012
	Iteration 10Q: 3 clusters Score -59702.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -59725.140625 Penalty: 3156.062012
	Iteration 11Q: 3 clusters Score -59725.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -59745.417969 Penalty: 3156.062012
	Iteration 12Q: 3 clusters Score -59745.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -59781.691406 Penalty: 3156.062012
	Iteration 13Q: 3 clusters Score -59781.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -59799.937500 Penalty: 3156.062012
	Iteration 14Q: 3 clusters Score -59799.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -59807.679688 Penalty: 3156.062012
	Iteration 15Q: 3 clusters Score -59807.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -59818.125000 Penalty: 3156.062012
	Iteration 16Q: 3 clusters Score -59818.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -59827.621094 Penalty: 3156.062012
	Iteration 17Q: 3 clusters Score -59827.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -59845.242188 Penalty: 3156.062012
	Iteration 18Q: 3 clusters Score -59845.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -59855.925781 Penalty: 3156.062012
	Iteration 19Q: 3 clusters Score -59855.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -59868.843750 Penalty: 3156.062012
	Iteration 20F: 3 clusters Score -59868.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -59885.992188 Penalty: 3156.062012
	Iteration 21Q: 3 clusters Score -59885.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -59912.156250 Penalty: 3156.062012
	Iteration 22Q: 3 clusters Score -59912.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -59934.972656 Penalty: 3156.062012
	Iteration 23Q: 3 clusters Score -59934.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -59948.539062 Penalty: 3156.062012
	Iteration 24Q: 3 clusters Score -59948.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -59958.562500 Penalty: 3156.062012
	Iteration 25Q: 3 clusters Score -59958.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -59972.957031 Penalty: 3156.062012
	Iteration 26Q: 3 clusters Score -59972.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -59976.257812 Penalty: 3156.062012
	Iteration 27Q: 3 clusters Score -59976.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -59976.257812 Penalty: 3156.062012
	Iteration 28F: 3 clusters Score -59976.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Entering Unmasked Estep 
Score: -80358.234375 Penalty: 1630.272583
	Iteration 0F: 2 clusters Score -80358.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -78629.601562 Penalty: 3260.545166
	Iteration 0F: 3 clusters Score -78629.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -78961.156250 Penalty: 3260.545166
	Iteration 1F: 3 clusters Score -78961.16 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -79067.914062 Penalty: 3260.545166
	Iteration 2F: 3 clusters Score -79067.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -79142.210938 Penalty: 3260.545166
	Iteration 3Q: 3 clusters Score -79142.21 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -79225.390625 Penalty: 3260.545166
	Iteration 4Q: 3 clusters Score -79225.39 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -79305.382812 Penalty: 3260.545166
	Iteration 5Q: 3 clusters Score -79305.38 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -79361.632812 Penalty: 3260.545166
	Iteration 6Q: 3 clusters Score -79361.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -79402.976562 Penalty: 3260.545166
	Iteration 7Q: 3 clusters Score -79402.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -79426.234375 Penalty: 3260.545166
	Iteration 8Q: 3 clusters Score -79426.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -79444.343750 Penalty: 3260.545166
	Iteration 9Q: 3 clusters Score -79444.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -79460.328125 Penalty: 3260.545166
	Iteration 10Q: 3 clusters Score -79460.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -79469.726562 Penalty: 3260.545166
	Iteration 11Q: 3 clusters Score -79469.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -79476.398438 Penalty: 3260.545166
	Iteration 12Q: 3 clusters Score -79476.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -79491.632812 Penalty: 3260.545166
	Iteration 13Q: 3 clusters Score -79491.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -79493.484375 Penalty: 3260.545166
	Iteration 14Q: 3 clusters Score -79493.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -79493.484375 Penalty: 3260.545166
	Iteration 15F: 3 clusters Score -79493.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 170932 members 
Mstep: Class 2 contains 422 members 
Mstep: Class 3 contains 33246 members 
Mstep: Class 4 contains 28740 members 
Mstep: Class 5 contains 82733 members 
Mstep: Class 6 contains 29592 members 
Mstep: Class 7 contains 13809 members 
Mstep: Class 8 contains 5837 members 
Mstep: Class 9 contains 55502 members 
Mstep: Class 10 contains 26662 members 
Mstep: Class 11 contains 15498 members 
Mstep: Class 12 contains 10117 members 
Mstep: Class 13 contains 209943 members 
Mstep: Class 14 contains 12835 members 
Mstep: Class 15 contains 150476 members 
Mstep: Class 16 contains 14679 members 
Mstep: Class 17 contains 7487 members 
Mstep: Class 18 contains 8225 members 
Mstep: Class 19 contains 8892 members 
Mstep: Class 20 contains 9026 members 
Mstep: Class 21 contains 6239 members 
Mstep: Class 22 contains 325667 members 
Mstep: Class 23 contains 5398 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82769 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 91876 members 
Mstep: Class 28 contains 57609 members 
Mstep: Class 29 contains 5281 members 
Mstep: Class 30 contains 8899 members 
Mstep: Class 31 contains 6274 members 
Mstep: Class 32 contains 10624 members 
Mstep: Class 33 contains 42656 members 
Mstep: Class 34 contains 11087 members 
Mstep: Class 35 contains 3496 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8450 members 
Mstep: Class 38 contains 204675 members 
Mstep: Class 39 contains 210943 members 
Mstep: Class 40 contains 10374 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 580 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486176.000000 Penalty: 154667.750000
Iteration 239Q: 44 clusters Score -2.354862e+08 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 170879 members 
Mstep: Class 2 contains 422 members 
Mstep: Class 3 contains 33250 members 
Mstep: Class 4 contains 28732 members 
Mstep: Class 5 contains 82733 members 
Mstep: Class 6 contains 29577 members 
Mstep: Class 7 contains 13808 members 
Mstep: Class 8 contains 5837 members 
Mstep: Class 9 contains 55501 members 
Mstep: Class 10 contains 26661 members 
Mstep: Class 11 contains 15496 members 
Mstep: Class 12 contains 10114 members 
Mstep: Class 13 contains 209967 members 
Mstep: Class 14 contains 12838 members 
Mstep: Class 15 contains 150474 members 
Mstep: Class 16 contains 14676 members 
Mstep: Class 17 contains 7484 members 
Mstep: Class 18 contains 8226 members 
Mstep: Class 19 contains 8890 members 
Mstep: Class 20 contains 9026 members 
Mstep: Class 21 contains 6248 members 
Mstep: Class 22 contains 325654 members 
Mstep: Class 23 contains 5398 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82773 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 91894 members 
Mstep: Class 28 contains 57615 members 
Mstep: Class 29 contains 5281 members 
Mstep: Class 30 contains 8899 members 
Mstep: Class 31 contains 6274 members 
Mstep: Class 32 contains 10625 members 
Mstep: Class 33 contains 42661 members 
Mstep: Class 34 contains 11088 members 
Mstep: Class 35 contains 3496 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8451 members 
Mstep: Class 38 contains 204677 members 
Mstep: Class 39 contains 210971 members 
Mstep: Class 40 contains 10374 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 580 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486400.000000 Penalty: 154667.750000
Iteration 240F: 44 clusters Score -2.354864e+08 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 170849 members 
Mstep: Class 2 contains 421 members 
Mstep: Class 3 contains 33262 members 
Mstep: Class 4 contains 28733 members 
Mstep: Class 5 contains 82735 members 
Mstep: Class 6 contains 29561 members 
Mstep: Class 7 contains 13808 members 
Mstep: Class 8 contains 5837 members 
Mstep: Class 9 contains 55495 members 
Mstep: Class 10 contains 26658 members 
Mstep: Class 11 contains 15497 members 
Mstep: Class 12 contains 10111 members 
Mstep: Class 13 contains 209925 members 
Mstep: Class 14 contains 12843 members 
Mstep: Class 15 contains 150470 members 
Mstep: Class 16 contains 14671 members 
Mstep: Class 17 contains 7480 members 
Mstep: Class 18 contains 8227 members 
Mstep: Class 19 contains 8890 members 
Mstep: Class 20 contains 9026 members 
Mstep: Class 21 contains 6257 members 
Mstep: Class 22 contains 325637 members 
Mstep: Class 23 contains 5397 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82777 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 91897 members 
Mstep: Class 28 contains 57610 members 
Mstep: Class 29 contains 5281 members 
Mstep: Class 30 contains 8900 members 
Mstep: Class 31 contains 6273 members 
Mstep: Class 32 contains 10622 members 
Mstep: Class 33 contains 42668 members 
Mstep: Class 34 contains 11086 members 
Mstep: Class 35 contains 3496 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8451 members 
Mstep: Class 38 contains 204665 members 
Mstep: Class 39 contains 211079 members 
Mstep: Class 40 contains 10374 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 581 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486480.000000 Penalty: 154667.750000
Iteration 241Q: 44 clusters Score -2.354865e+08 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 170813 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 33295 members 
Mstep: Class 4 contains 28726 members 
Mstep: Class 5 contains 82734 members 
Mstep: Class 6 contains 29548 members 
Mstep: Class 7 contains 13808 members 
Mstep: Class 8 contains 5837 members 
Mstep: Class 9 contains 55488 members 
Mstep: Class 10 contains 26658 members 
Mstep: Class 11 contains 15497 members 
Mstep: Class 12 contains 10110 members 
Mstep: Class 13 contains 209780 members 
Mstep: Class 14 contains 12845 members 
Mstep: Class 15 contains 150467 members 
Mstep: Class 16 contains 14670 members 
Mstep: Class 17 contains 7478 members 
Mstep: Class 18 contains 8227 members 
Mstep: Class 19 contains 8889 members 
Mstep: Class 20 contains 9026 members 
Mstep: Class 21 contains 6262 members 
Mstep: Class 22 contains 325635 members 
Mstep: Class 23 contains 5395 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82779 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 91901 members 
Mstep: Class 28 contains 57600 members 
Mstep: Class 29 contains 5281 members 
Mstep: Class 30 contains 8900 members 
Mstep: Class 31 contains 6275 members 
Mstep: Class 32 contains 10618 members 
Mstep: Class 33 contains 42667 members 
Mstep: Class 34 contains 11086 members 
Mstep: Class 35 contains 3496 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8449 members 
Mstep: Class 38 contains 204661 members 
Mstep: Class 39 contains 211273 members 
Mstep: Class 40 contains 10374 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486512.000000 Penalty: 154667.750000
Iteration 242Q: 44 clusters Score -2.354865e+08 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 170796 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 33329 members 
Mstep: Class 4 contains 28717 members 
Mstep: Class 5 contains 82737 members 
Mstep: Class 6 contains 29530 members 
Mstep: Class 7 contains 13808 members 
Mstep: Class 8 contains 5838 members 
Mstep: Class 9 contains 55486 members 
Mstep: Class 10 contains 26656 members 
Mstep: Class 11 contains 15500 members 
Mstep: Class 12 contains 10111 members 
Mstep: Class 13 contains 209543 members 
Mstep: Class 14 contains 12843 members 
Mstep: Class 15 contains 150466 members 
Mstep: Class 16 contains 14674 members 
Mstep: Class 17 contains 7475 members 
Mstep: Class 18 contains 8229 members 
Mstep: Class 19 contains 8888 members 
Mstep: Class 20 contains 9025 members 
Mstep: Class 21 contains 6265 members 
Mstep: Class 22 contains 325635 members 
Mstep: Class 23 contains 5392 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82782 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 91909 members 
Mstep: Class 28 contains 57590 members 
Mstep: Class 29 contains 5279 members 
Mstep: Class 30 contains 8900 members 
Mstep: Class 31 contains 6274 members 
Mstep: Class 32 contains 10621 members 
Mstep: Class 33 contains 42662 members 
Mstep: Class 34 contains 11086 members 
Mstep: Class 35 contains 3497 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8449 members 
Mstep: Class 38 contains 204634 members 
Mstep: Class 39 contains 211548 members 
Mstep: Class 40 contains 10374 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486960.000000 Penalty: 154667.750000
Iteration 243Q: 44 clusters Score -2.35487e+08 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 170754 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 33373 members 
Mstep: Class 4 contains 28715 members 
Mstep: Class 5 contains 82738 members 
Mstep: Class 6 contains 29516 members 
Mstep: Class 7 contains 13806 members 
Mstep: Class 8 contains 5839 members 
Mstep: Class 9 contains 55481 members 
Mstep: Class 10 contains 26655 members 
Mstep: Class 11 contains 15500 members 
Mstep: Class 12 contains 10107 members 
Mstep: Class 13 contains 209204 members 
Mstep: Class 14 contains 12843 members 
Mstep: Class 15 contains 150468 members 
Mstep: Class 16 contains 14681 members 
Mstep: Class 17 contains 7475 members 
Mstep: Class 18 contains 8228 members 
Mstep: Class 19 contains 8885 members 
Mstep: Class 20 contains 9025 members 
Mstep: Class 21 contains 6269 members 
Mstep: Class 22 contains 325630 members 
Mstep: Class 23 contains 5391 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82780 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 91916 members 
Mstep: Class 28 contains 57590 members 
Mstep: Class 29 contains 5280 members 
Mstep: Class 30 contains 8898 members 
Mstep: Class 31 contains 6273 members 
Mstep: Class 32 contains 10624 members 
Mstep: Class 33 contains 42666 members 
Mstep: Class 34 contains 11086 members 
Mstep: Class 35 contains 3496 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8448 members 
Mstep: Class 38 contains 204601 members 
Mstep: Class 39 contains 211933 members 
Mstep: Class 40 contains 10374 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486272.000000 Penalty: 154667.750000
Iteration 244Q: 44 clusters Score -2.354863e+08 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 170704 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 33432 members 
Mstep: Class 4 contains 28715 members 
Mstep: Class 5 contains 82737 members 
Mstep: Class 6 contains 29500 members 
Mstep: Class 7 contains 13806 members 
Mstep: Class 8 contains 5839 members 
Mstep: Class 9 contains 55478 members 
Mstep: Class 10 contains 26651 members 
Mstep: Class 11 contains 15500 members 
Mstep: Class 12 contains 10101 members 
Mstep: Class 13 contains 208816 members 
Mstep: Class 14 contains 12845 members 
Mstep: Class 15 contains 150471 members 
Mstep: Class 16 contains 14686 members 
Mstep: Class 17 contains 7470 members 
Mstep: Class 18 contains 8230 members 
Mstep: Class 19 contains 8883 members 
Mstep: Class 20 contains 9025 members 
Mstep: Class 21 contains 6271 members 
Mstep: Class 22 contains 325634 members 
Mstep: Class 23 contains 5390 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82775 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 91924 members 
Mstep: Class 28 contains 57584 members 
Mstep: Class 29 contains 5279 members 
Mstep: Class 30 contains 8898 members 
Mstep: Class 31 contains 6271 members 
Mstep: Class 32 contains 10623 members 
Mstep: Class 33 contains 42661 members 
Mstep: Class 34 contains 11087 members 
Mstep: Class 35 contains 3498 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8446 members 
Mstep: Class 38 contains 204561 members 
Mstep: Class 39 contains 212383 members 
Mstep: Class 40 contains 10374 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486448.000000 Penalty: 154667.750000
Iteration 245Q: 44 clusters Score -2.354864e+08 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 170653 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 33507 members 
Mstep: Class 4 contains 28713 members 
Mstep: Class 5 contains 82735 members 
Mstep: Class 6 contains 29481 members 
Mstep: Class 7 contains 13805 members 
Mstep: Class 8 contains 5839 members 
Mstep: Class 9 contains 55476 members 
Mstep: Class 10 contains 26652 members 
Mstep: Class 11 contains 15502 members 
Mstep: Class 12 contains 10101 members 
Mstep: Class 13 contains 208246 members 
Mstep: Class 14 contains 12846 members 
Mstep: Class 15 contains 150469 members 
Mstep: Class 16 contains 14690 members 
Mstep: Class 17 contains 7469 members 
Mstep: Class 18 contains 8230 members 
Mstep: Class 19 contains 8883 members 
Mstep: Class 20 contains 9025 members 
Mstep: Class 21 contains 6273 members 
Mstep: Class 22 contains 325649 members 
Mstep: Class 23 contains 5389 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82769 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 91920 members 
Mstep: Class 28 contains 57583 members 
Mstep: Class 29 contains 5278 members 
Mstep: Class 30 contains 8896 members 
Mstep: Class 31 contains 6271 members 
Mstep: Class 32 contains 10622 members 
Mstep: Class 33 contains 42666 members 
Mstep: Class 34 contains 11086 members 
Mstep: Class 35 contains 3501 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8445 members 
Mstep: Class 38 contains 204530 members 
Mstep: Class 39 contains 212973 members 
Mstep: Class 40 contains 10375 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486688.000000 Penalty: 154667.750000
Iteration 246Q: 44 clusters Score -2.354867e+08 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 170631 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 33606 members 
Mstep: Class 4 contains 28709 members 
Mstep: Class 5 contains 82737 members 
Mstep: Class 6 contains 29465 members 
Mstep: Class 7 contains 13805 members 
Mstep: Class 8 contains 5838 members 
Mstep: Class 9 contains 55472 members 
Mstep: Class 10 contains 26653 members 
Mstep: Class 11 contains 15500 members 
Mstep: Class 12 contains 10099 members 
Mstep: Class 13 contains 207555 members 
Mstep: Class 14 contains 12844 members 
Mstep: Class 15 contains 150470 members 
Mstep: Class 16 contains 14685 members 
Mstep: Class 17 contains 7469 members 
Mstep: Class 18 contains 8230 members 
Mstep: Class 19 contains 8884 members 
Mstep: Class 20 contains 9025 members 
Mstep: Class 21 contains 6277 members 
Mstep: Class 22 contains 325652 members 
Mstep: Class 23 contains 5389 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82769 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 91923 members 
Mstep: Class 28 contains 57582 members 
Mstep: Class 29 contains 5277 members 
Mstep: Class 30 contains 8895 members 
Mstep: Class 31 contains 6271 members 
Mstep: Class 32 contains 10622 members 
Mstep: Class 33 contains 42659 members 
Mstep: Class 34 contains 11085 members 
Mstep: Class 35 contains 3502 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8444 members 
Mstep: Class 38 contains 204499 members 
Mstep: Class 39 contains 213649 members 
Mstep: Class 40 contains 10376 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486656.000000 Penalty: 154667.750000
Iteration 247Q: 44 clusters Score -2.354867e+08 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 170578 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 33721 members 
Mstep: Class 4 contains 28705 members 
Mstep: Class 5 contains 82739 members 
Mstep: Class 6 contains 29446 members 
Mstep: Class 7 contains 13806 members 
Mstep: Class 8 contains 5838 members 
Mstep: Class 9 contains 55464 members 
Mstep: Class 10 contains 26651 members 
Mstep: Class 11 contains 15501 members 
Mstep: Class 12 contains 10099 members 
Mstep: Class 13 contains 206854 members 
Mstep: Class 14 contains 12844 members 
Mstep: Class 15 contains 150471 members 
Mstep: Class 16 contains 14686 members 
Mstep: Class 17 contains 7469 members 
Mstep: Class 18 contains 8232 members 
Mstep: Class 19 contains 8881 members 
Mstep: Class 20 contains 9026 members 
Mstep: Class 21 contains 6282 members 
Mstep: Class 22 contains 325660 members 
Mstep: Class 23 contains 5389 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82770 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 91918 members 
Mstep: Class 28 contains 57560 members 
Mstep: Class 29 contains 5279 members 
Mstep: Class 30 contains 8894 members 
Mstep: Class 31 contains 6272 members 
Mstep: Class 32 contains 10623 members 
Mstep: Class 33 contains 42655 members 
Mstep: Class 34 contains 11085 members 
Mstep: Class 35 contains 3503 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8443 members 
Mstep: Class 38 contains 204459 members 
Mstep: Class 39 contains 214369 members 
Mstep: Class 40 contains 10376 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486448.000000 Penalty: 154667.750000
Iteration 248Q: 44 clusters Score -2.354864e+08 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 170544 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 33829 members 
Mstep: Class 4 contains 28705 members 
Mstep: Class 5 contains 82739 members 
Mstep: Class 6 contains 29428 members 
Mstep: Class 7 contains 13806 members 
Mstep: Class 8 contains 5838 members 
Mstep: Class 9 contains 55456 members 
Mstep: Class 10 contains 26642 members 
Mstep: Class 11 contains 15500 members 
Mstep: Class 12 contains 10097 members 
Mstep: Class 13 contains 206062 members 
Mstep: Class 14 contains 12842 members 
Mstep: Class 15 contains 150471 members 
Mstep: Class 16 contains 14685 members 
Mstep: Class 17 contains 7470 members 
Mstep: Class 18 contains 8232 members 
Mstep: Class 19 contains 8880 members 
Mstep: Class 20 contains 9026 members 
Mstep: Class 21 contains 6293 members 
Mstep: Class 22 contains 325666 members 
Mstep: Class 23 contains 5389 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82775 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 91906 members 
Mstep: Class 28 contains 57557 members 
Mstep: Class 29 contains 5280 members 
Mstep: Class 30 contains 8894 members 
Mstep: Class 31 contains 6272 members 
Mstep: Class 32 contains 10626 members 
Mstep: Class 33 contains 42646 members 
Mstep: Class 34 contains 11083 members 
Mstep: Class 35 contains 3502 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8443 members 
Mstep: Class 38 contains 204415 members 
Mstep: Class 39 contains 215173 members 
Mstep: Class 40 contains 10376 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486384.000000 Penalty: 154667.750000
Iteration 249Q: 44 clusters Score -2.354864e+08 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 170492 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 33932 members 
Mstep: Class 4 contains 28695 members 
Mstep: Class 5 contains 82742 members 
Mstep: Class 6 contains 29415 members 
Mstep: Class 7 contains 13806 members 
Mstep: Class 8 contains 5840 members 
Mstep: Class 9 contains 55451 members 
Mstep: Class 10 contains 26634 members 
Mstep: Class 11 contains 15500 members 
Mstep: Class 12 contains 10094 members 
Mstep: Class 13 contains 205276 members 
Mstep: Class 14 contains 12841 members 
Mstep: Class 15 contains 150473 members 
Mstep: Class 16 contains 14684 members 
Mstep: Class 17 contains 7470 members 
Mstep: Class 18 contains 8232 members 
Mstep: Class 19 contains 8881 members 
Mstep: Class 20 contains 9026 members 
Mstep: Class 21 contains 6306 members 
Mstep: Class 22 contains 325674 members 
Mstep: Class 23 contains 5387 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82782 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 91896 members 
Mstep: Class 28 contains 57548 members 
Mstep: Class 29 contains 5281 members 
Mstep: Class 30 contains 8893 members 
Mstep: Class 31 contains 6272 members 
Mstep: Class 32 contains 10626 members 
Mstep: Class 33 contains 42641 members 
Mstep: Class 34 contains 11082 members 
Mstep: Class 35 contains 3501 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8445 members 
Mstep: Class 38 contains 204354 members 
Mstep: Class 39 contains 215999 members 
Mstep: Class 40 contains 10377 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486384.000000 Penalty: 154667.750000
Iteration 250Q: 44 clusters Score -2.354864e+08 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 170443 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 34056 members 
Mstep: Class 4 contains 28687 members 
Mstep: Class 5 contains 82738 members 
Mstep: Class 6 contains 29406 members 
Mstep: Class 7 contains 13806 members 
Mstep: Class 8 contains 5841 members 
Mstep: Class 9 contains 55449 members 
Mstep: Class 10 contains 26631 members 
Mstep: Class 11 contains 15499 members 
Mstep: Class 12 contains 10097 members 
Mstep: Class 13 contains 204488 members 
Mstep: Class 14 contains 12840 members 
Mstep: Class 15 contains 150473 members 
Mstep: Class 16 contains 14683 members 
Mstep: Class 17 contains 7470 members 
Mstep: Class 18 contains 8233 members 
Mstep: Class 19 contains 8876 members 
Mstep: Class 20 contains 9026 members 
Mstep: Class 21 contains 6321 members 
Mstep: Class 22 contains 325691 members 
Mstep: Class 23 contains 5386 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82783 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 91887 members 
Mstep: Class 28 contains 57515 members 
Mstep: Class 29 contains 5280 members 
Mstep: Class 30 contains 8893 members 
Mstep: Class 31 contains 6273 members 
Mstep: Class 32 contains 10624 members 
Mstep: Class 33 contains 42639 members 
Mstep: Class 34 contains 11081 members 
Mstep: Class 35 contains 3501 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8448 members 
Mstep: Class 38 contains 204298 members 
Mstep: Class 39 contains 216809 members 
Mstep: Class 40 contains 10377 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486192.000000 Penalty: 154667.750000
Iteration 251Q: 44 clusters Score -2.354862e+08 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 170371 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 34178 members 
Mstep: Class 4 contains 28679 members 
Mstep: Class 5 contains 82736 members 
Mstep: Class 6 contains 29395 members 
Mstep: Class 7 contains 13806 members 
Mstep: Class 8 contains 5841 members 
Mstep: Class 9 contains 55447 members 
Mstep: Class 10 contains 26619 members 
Mstep: Class 11 contains 15498 members 
Mstep: Class 12 contains 10096 members 
Mstep: Class 13 contains 203618 members 
Mstep: Class 14 contains 12838 members 
Mstep: Class 15 contains 150474 members 
Mstep: Class 16 contains 14688 members 
Mstep: Class 17 contains 7470 members 
Mstep: Class 18 contains 8231 members 
Mstep: Class 19 contains 8875 members 
Mstep: Class 20 contains 9026 members 
Mstep: Class 21 contains 6334 members 
Mstep: Class 22 contains 325719 members 
Mstep: Class 23 contains 5386 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82782 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 91891 members 
Mstep: Class 28 contains 57489 members 
Mstep: Class 29 contains 5280 members 
Mstep: Class 30 contains 8891 members 
Mstep: Class 31 contains 6273 members 
Mstep: Class 32 contains 10623 members 
Mstep: Class 33 contains 42634 members 
Mstep: Class 34 contains 11081 members 
Mstep: Class 35 contains 3502 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8452 members 
Mstep: Class 38 contains 204249 members 
Mstep: Class 39 contains 217699 members 
Mstep: Class 40 contains 10377 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486064.000000 Penalty: 154667.750000
Iteration 252Q: 44 clusters Score -2.354861e+08 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 170273 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 34288 members 
Mstep: Class 4 contains 28677 members 
Mstep: Class 5 contains 82732 members 
Mstep: Class 6 contains 29377 members 
Mstep: Class 7 contains 13806 members 
Mstep: Class 8 contains 5842 members 
Mstep: Class 9 contains 55446 members 
Mstep: Class 10 contains 26614 members 
Mstep: Class 11 contains 15498 members 
Mstep: Class 12 contains 10097 members 
Mstep: Class 13 contains 202667 members 
Mstep: Class 14 contains 12837 members 
Mstep: Class 15 contains 150473 members 
Mstep: Class 16 contains 14690 members 
Mstep: Class 17 contains 7470 members 
Mstep: Class 18 contains 8231 members 
Mstep: Class 19 contains 8873 members 
Mstep: Class 20 contains 9026 members 
Mstep: Class 21 contains 6344 members 
Mstep: Class 22 contains 325749 members 
Mstep: Class 23 contains 5385 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82777 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 91872 members 
Mstep: Class 28 contains 57485 members 
Mstep: Class 29 contains 5279 members 
Mstep: Class 30 contains 8891 members 
Mstep: Class 31 contains 6273 members 
Mstep: Class 32 contains 10620 members 
Mstep: Class 33 contains 42637 members 
Mstep: Class 34 contains 11082 members 
Mstep: Class 35 contains 3504 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8453 members 
Mstep: Class 38 contains 204191 members 
Mstep: Class 39 contains 218711 members 
Mstep: Class 40 contains 10378 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486672.000000 Penalty: 154667.750000
Iteration 253Q: 44 clusters Score -2.354867e+08 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 170171 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 34421 members 
Mstep: Class 4 contains 28672 members 
Mstep: Class 5 contains 82728 members 
Mstep: Class 6 contains 29366 members 
Mstep: Class 7 contains 13806 members 
Mstep: Class 8 contains 5842 members 
Mstep: Class 9 contains 55441 members 
Mstep: Class 10 contains 26603 members 
Mstep: Class 11 contains 15499 members 
Mstep: Class 12 contains 10099 members 
Mstep: Class 13 contains 201663 members 
Mstep: Class 14 contains 12835 members 
Mstep: Class 15 contains 150478 members 
Mstep: Class 16 contains 14693 members 
Mstep: Class 17 contains 7470 members 
Mstep: Class 18 contains 8231 members 
Mstep: Class 19 contains 8874 members 
Mstep: Class 20 contains 9026 members 
Mstep: Class 21 contains 6350 members 
Mstep: Class 22 contains 325785 members 
Mstep: Class 23 contains 5385 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82783 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 91868 members 
Mstep: Class 28 contains 57460 members 
Mstep: Class 29 contains 5277 members 
Mstep: Class 30 contains 8888 members 
Mstep: Class 31 contains 6274 members 
Mstep: Class 32 contains 10621 members 
Mstep: Class 33 contains 42627 members 
Mstep: Class 34 contains 11080 members 
Mstep: Class 35 contains 3508 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8454 members 
Mstep: Class 38 contains 204135 members 
Mstep: Class 39 contains 219755 members 
Mstep: Class 40 contains 10380 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486944.000000 Penalty: 154667.750000
Iteration 254Q: 44 clusters Score -2.354869e+08 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 170071 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 34562 members 
Mstep: Class 4 contains 28665 members 
Mstep: Class 5 contains 82722 members 
Mstep: Class 6 contains 29355 members 
Mstep: Class 7 contains 13807 members 
Mstep: Class 8 contains 5842 members 
Mstep: Class 9 contains 55436 members 
Mstep: Class 10 contains 26601 members 
Mstep: Class 11 contains 15499 members 
Mstep: Class 12 contains 10097 members 
Mstep: Class 13 contains 200652 members 
Mstep: Class 14 contains 12834 members 
Mstep: Class 15 contains 150479 members 
Mstep: Class 16 contains 14697 members 
Mstep: Class 17 contains 7470 members 
Mstep: Class 18 contains 8228 members 
Mstep: Class 19 contains 8874 members 
Mstep: Class 20 contains 9026 members 
Mstep: Class 21 contains 6355 members 
Mstep: Class 22 contains 325830 members 
Mstep: Class 23 contains 5385 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82782 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 91866 members 
Mstep: Class 28 contains 57439 members 
Mstep: Class 29 contains 5277 members 
Mstep: Class 30 contains 8886 members 
Mstep: Class 31 contains 6274 members 
Mstep: Class 32 contains 10620 members 
Mstep: Class 33 contains 42621 members 
Mstep: Class 34 contains 11080 members 
Mstep: Class 35 contains 3510 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8455 members 
Mstep: Class 38 contains 204091 members 
Mstep: Class 39 contains 220778 members 
Mstep: Class 40 contains 10382 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235487264.000000 Penalty: 154667.750000
Iteration 255Q: 44 clusters Score -2.354873e+08 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169990 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 34701 members 
Mstep: Class 4 contains 28653 members 
Mstep: Class 5 contains 82720 members 
Mstep: Class 6 contains 29348 members 
Mstep: Class 7 contains 13809 members 
Mstep: Class 8 contains 5840 members 
Mstep: Class 9 contains 55434 members 
Mstep: Class 10 contains 26594 members 
Mstep: Class 11 contains 15498 members 
Mstep: Class 12 contains 10098 members 
Mstep: Class 13 contains 199615 members 
Mstep: Class 14 contains 12840 members 
Mstep: Class 15 contains 150479 members 
Mstep: Class 16 contains 14696 members 
Mstep: Class 17 contains 7470 members 
Mstep: Class 18 contains 8226 members 
Mstep: Class 19 contains 8873 members 
Mstep: Class 20 contains 9026 members 
Mstep: Class 21 contains 6357 members 
Mstep: Class 22 contains 325861 members 
Mstep: Class 23 contains 5384 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82774 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 91861 members 
Mstep: Class 28 contains 57413 members 
Mstep: Class 29 contains 5277 members 
Mstep: Class 30 contains 8886 members 
Mstep: Class 31 contains 6274 members 
Mstep: Class 32 contains 10618 members 
Mstep: Class 33 contains 42621 members 
Mstep: Class 34 contains 11081 members 
Mstep: Class 35 contains 3513 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8458 members 
Mstep: Class 38 contains 204058 members 
Mstep: Class 39 contains 221820 members 
Mstep: Class 40 contains 10382 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235487072.000000 Penalty: 154667.750000
Iteration 256Q: 44 clusters Score -2.354871e+08 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169903 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 34820 members 
Mstep: Class 4 contains 28642 members 
Mstep: Class 5 contains 82723 members 
Mstep: Class 6 contains 29341 members 
Mstep: Class 7 contains 13810 members 
Mstep: Class 8 contains 5840 members 
Mstep: Class 9 contains 55428 members 
Mstep: Class 10 contains 26592 members 
Mstep: Class 11 contains 15499 members 
Mstep: Class 12 contains 10099 members 
Mstep: Class 13 contains 198541 members 
Mstep: Class 14 contains 12843 members 
Mstep: Class 15 contains 150480 members 
Mstep: Class 16 contains 14701 members 
Mstep: Class 17 contains 7471 members 
Mstep: Class 18 contains 8227 members 
Mstep: Class 19 contains 8872 members 
Mstep: Class 20 contains 9026 members 
Mstep: Class 21 contains 6360 members 
Mstep: Class 22 contains 325885 members 
Mstep: Class 23 contains 5383 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82772 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 91865 members 
Mstep: Class 28 contains 57396 members 
Mstep: Class 29 contains 5277 members 
Mstep: Class 30 contains 8883 members 
Mstep: Class 31 contains 6274 members 
Mstep: Class 32 contains 10617 members 
Mstep: Class 33 contains 42614 members 
Mstep: Class 34 contains 11081 members 
Mstep: Class 35 contains 3515 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8457 members 
Mstep: Class 38 contains 204022 members 
Mstep: Class 39 contains 222906 members 
Mstep: Class 40 contains 10383 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486592.000000 Penalty: 154667.750000
Iteration 257Q: 44 clusters Score -2.354866e+08 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169823 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 34932 members 
Mstep: Class 4 contains 28635 members 
Mstep: Class 5 contains 82720 members 
Mstep: Class 6 contains 29333 members 
Mstep: Class 7 contains 13811 members 
Mstep: Class 8 contains 5839 members 
Mstep: Class 9 contains 55423 members 
Mstep: Class 10 contains 26586 members 
Mstep: Class 11 contains 15498 members 
Mstep: Class 12 contains 10099 members 
Mstep: Class 13 contains 197545 members 
Mstep: Class 14 contains 12843 members 
Mstep: Class 15 contains 150482 members 
Mstep: Class 16 contains 14702 members 
Mstep: Class 17 contains 7472 members 
Mstep: Class 18 contains 8225 members 
Mstep: Class 19 contains 8873 members 
Mstep: Class 20 contains 9026 members 
Mstep: Class 21 contains 6368 members 
Mstep: Class 22 contains 325902 members 
Mstep: Class 23 contains 5384 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82766 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 91870 members 
Mstep: Class 28 contains 57381 members 
Mstep: Class 29 contains 5276 members 
Mstep: Class 30 contains 8883 members 
Mstep: Class 31 contains 6274 members 
Mstep: Class 32 contains 10612 members 
Mstep: Class 33 contains 42603 members 
Mstep: Class 34 contains 11081 members 
Mstep: Class 35 contains 3518 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8456 members 
Mstep: Class 38 contains 203971 members 
Mstep: Class 39 contains 223952 members 
Mstep: Class 40 contains 10384 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486416.000000 Penalty: 154667.750000
Iteration 258Q: 44 clusters Score -2.354864e+08 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169757 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 35033 members 
Mstep: Class 4 contains 28626 members 
Mstep: Class 5 contains 82714 members 
Mstep: Class 6 contains 29320 members 
Mstep: Class 7 contains 13812 members 
Mstep: Class 8 contains 5838 members 
Mstep: Class 9 contains 55419 members 
Mstep: Class 10 contains 26580 members 
Mstep: Class 11 contains 15498 members 
Mstep: Class 12 contains 10101 members 
Mstep: Class 13 contains 196591 members 
Mstep: Class 14 contains 12841 members 
Mstep: Class 15 contains 150481 members 
Mstep: Class 16 contains 14702 members 
Mstep: Class 17 contains 7476 members 
Mstep: Class 18 contains 8228 members 
Mstep: Class 19 contains 8871 members 
Mstep: Class 20 contains 9026 members 
Mstep: Class 21 contains 6376 members 
Mstep: Class 22 contains 325933 members 
Mstep: Class 23 contains 5384 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82759 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 91870 members 
Mstep: Class 28 contains 57364 members 
Mstep: Class 29 contains 5275 members 
Mstep: Class 30 contains 8882 members 
Mstep: Class 31 contains 6273 members 
Mstep: Class 32 contains 10609 members 
Mstep: Class 33 contains 42591 members 
Mstep: Class 34 contains 11079 members 
Mstep: Class 35 contains 3520 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8455 members 
Mstep: Class 38 contains 203919 members 
Mstep: Class 39 contains 224961 members 
Mstep: Class 40 contains 10384 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486704.000000 Penalty: 154667.750000
Iteration 259Q: 44 clusters Score -2.354867e+08 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169695 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 35152 members 
Mstep: Class 4 contains 28618 members 
Mstep: Class 5 contains 82718 members 
Mstep: Class 6 contains 29303 members 
Mstep: Class 7 contains 13811 members 
Mstep: Class 8 contains 5838 members 
Mstep: Class 9 contains 55418 members 
Mstep: Class 10 contains 26576 members 
Mstep: Class 11 contains 15498 members 
Mstep: Class 12 contains 10106 members 
Mstep: Class 13 contains 195754 members 
Mstep: Class 14 contains 12838 members 
Mstep: Class 15 contains 150480 members 
Mstep: Class 16 contains 14702 members 
Mstep: Class 17 contains 7473 members 
Mstep: Class 18 contains 8229 members 
Mstep: Class 19 contains 8873 members 
Mstep: Class 20 contains 9027 members 
Mstep: Class 21 contains 6382 members 
Mstep: Class 22 contains 325956 members 
Mstep: Class 23 contains 5384 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82756 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 91866 members 
Mstep: Class 28 contains 57345 members 
Mstep: Class 29 contains 5276 members 
Mstep: Class 30 contains 8880 members 
Mstep: Class 31 contains 6275 members 
Mstep: Class 32 contains 10611 members 
Mstep: Class 33 contains 42579 members 
Mstep: Class 34 contains 11076 members 
Mstep: Class 35 contains 3522 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8457 members 
Mstep: Class 38 contains 203884 members 
Mstep: Class 39 contains 225806 members 
Mstep: Class 40 contains 10384 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486656.000000 Penalty: 154667.750000
Iteration 260F: 44 clusters Score -2.354867e+08 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169650 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 35267 members 
Mstep: Class 4 contains 28609 members 
Mstep: Class 5 contains 82721 members 
Mstep: Class 6 contains 29294 members 
Mstep: Class 7 contains 13812 members 
Mstep: Class 8 contains 5836 members 
Mstep: Class 9 contains 55417 members 
Mstep: Class 10 contains 26571 members 
Mstep: Class 11 contains 15497 members 
Mstep: Class 12 contains 10106 members 
Mstep: Class 13 contains 195053 members 
Mstep: Class 14 contains 12838 members 
Mstep: Class 15 contains 150480 members 
Mstep: Class 16 contains 14703 members 
Mstep: Class 17 contains 7472 members 
Mstep: Class 18 contains 8231 members 
Mstep: Class 19 contains 8874 members 
Mstep: Class 20 contains 9027 members 
Mstep: Class 21 contains 6390 members 
Mstep: Class 22 contains 325977 members 
Mstep: Class 23 contains 5384 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82761 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 91887 members 
Mstep: Class 28 contains 57316 members 
Mstep: Class 29 contains 5274 members 
Mstep: Class 30 contains 8880 members 
Mstep: Class 31 contains 6275 members 
Mstep: Class 32 contains 10610 members 
Mstep: Class 33 contains 42559 members 
Mstep: Class 34 contains 11074 members 
Mstep: Class 35 contains 3523 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8459 members 
Mstep: Class 38 contains 203845 members 
Mstep: Class 39 contains 226491 members 
Mstep: Class 40 contains 10385 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486240.000000 Penalty: 154667.750000
Iteration 261Q: 44 clusters Score -2.354862e+08 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169618 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 35362 members 
Mstep: Class 4 contains 28603 members 
Mstep: Class 5 contains 82718 members 
Mstep: Class 6 contains 29279 members 
Mstep: Class 7 contains 13811 members 
Mstep: Class 8 contains 5836 members 
Mstep: Class 9 contains 55420 members 
Mstep: Class 10 contains 26567 members 
Mstep: Class 11 contains 15499 members 
Mstep: Class 12 contains 10106 members 
Mstep: Class 13 contains 194382 members 
Mstep: Class 14 contains 12836 members 
Mstep: Class 15 contains 150480 members 
Mstep: Class 16 contains 14699 members 
Mstep: Class 17 contains 7470 members 
Mstep: Class 18 contains 8228 members 
Mstep: Class 19 contains 8873 members 
Mstep: Class 20 contains 9027 members 
Mstep: Class 21 contains 6395 members 
Mstep: Class 22 contains 326006 members 
Mstep: Class 23 contains 5384 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82761 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 91894 members 
Mstep: Class 28 contains 57290 members 
Mstep: Class 29 contains 5273 members 
Mstep: Class 30 contains 8879 members 
Mstep: Class 31 contains 6277 members 
Mstep: Class 32 contains 10608 members 
Mstep: Class 33 contains 42543 members 
Mstep: Class 34 contains 11073 members 
Mstep: Class 35 contains 3523 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8459 members 
Mstep: Class 38 contains 203817 members 
Mstep: Class 39 contains 227166 members 
Mstep: Class 40 contains 10386 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486288.000000 Penalty: 154667.750000
Iteration 262Q: 44 clusters Score -2.354863e+08 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169597 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 35458 members 
Mstep: Class 4 contains 28599 members 
Mstep: Class 5 contains 82716 members 
Mstep: Class 6 contains 29254 members 
Mstep: Class 7 contains 13812 members 
Mstep: Class 8 contains 5837 members 
Mstep: Class 9 contains 55426 members 
Mstep: Class 10 contains 26565 members 
Mstep: Class 11 contains 15502 members 
Mstep: Class 12 contains 10109 members 
Mstep: Class 13 contains 193780 members 
Mstep: Class 14 contains 12834 members 
Mstep: Class 15 contains 150483 members 
Mstep: Class 16 contains 14694 members 
Mstep: Class 17 contains 7468 members 
Mstep: Class 18 contains 8227 members 
Mstep: Class 19 contains 8871 members 
Mstep: Class 20 contains 9027 members 
Mstep: Class 21 contains 6400 members 
Mstep: Class 22 contains 326036 members 
Mstep: Class 23 contains 5384 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82761 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 91904 members 
Mstep: Class 28 contains 57276 members 
Mstep: Class 29 contains 5274 members 
Mstep: Class 30 contains 8879 members 
Mstep: Class 31 contains 6276 members 
Mstep: Class 32 contains 10608 members 
Mstep: Class 33 contains 42526 members 
Mstep: Class 34 contains 11073 members 
Mstep: Class 35 contains 3524 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8459 members 
Mstep: Class 38 contains 203806 members 
Mstep: Class 39 contains 227715 members 
Mstep: Class 40 contains 10388 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486256.000000 Penalty: 154667.750000
Iteration 263Q: 44 clusters Score -2.354863e+08 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169585 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 35534 members 
Mstep: Class 4 contains 28597 members 
Mstep: Class 5 contains 82717 members 
Mstep: Class 6 contains 29233 members 
Mstep: Class 7 contains 13812 members 
Mstep: Class 8 contains 5837 members 
Mstep: Class 9 contains 55426 members 
Mstep: Class 10 contains 26564 members 
Mstep: Class 11 contains 15502 members 
Mstep: Class 12 contains 10111 members 
Mstep: Class 13 contains 193232 members 
Mstep: Class 14 contains 12832 members 
Mstep: Class 15 contains 150481 members 
Mstep: Class 16 contains 14691 members 
Mstep: Class 17 contains 7465 members 
Mstep: Class 18 contains 8226 members 
Mstep: Class 19 contains 8870 members 
Mstep: Class 20 contains 9027 members 
Mstep: Class 21 contains 6401 members 
Mstep: Class 22 contains 326055 members 
Mstep: Class 23 contains 5384 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82760 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 91917 members 
Mstep: Class 28 contains 57284 members 
Mstep: Class 29 contains 5275 members 
Mstep: Class 30 contains 8879 members 
Mstep: Class 31 contains 6276 members 
Mstep: Class 32 contains 10607 members 
Mstep: Class 33 contains 42518 members 
Mstep: Class 34 contains 11071 members 
Mstep: Class 35 contains 3524 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8460 members 
Mstep: Class 38 contains 203793 members 
Mstep: Class 39 contains 228213 members 
Mstep: Class 40 contains 10389 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486432.000000 Penalty: 154667.750000
Iteration 264Q: 44 clusters Score -2.354864e+08 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169547 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 35610 members 
Mstep: Class 4 contains 28593 members 
Mstep: Class 5 contains 82717 members 
Mstep: Class 6 contains 29225 members 
Mstep: Class 7 contains 13812 members 
Mstep: Class 8 contains 5837 members 
Mstep: Class 9 contains 55427 members 
Mstep: Class 10 contains 26565 members 
Mstep: Class 11 contains 15502 members 
Mstep: Class 12 contains 10110 members 
Mstep: Class 13 contains 192776 members 
Mstep: Class 14 contains 12829 members 
Mstep: Class 15 contains 150478 members 
Mstep: Class 16 contains 14694 members 
Mstep: Class 17 contains 7462 members 
Mstep: Class 18 contains 8227 members 
Mstep: Class 19 contains 8874 members 
Mstep: Class 20 contains 9027 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 326063 members 
Mstep: Class 23 contains 5384 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82757 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 91926 members 
Mstep: Class 28 contains 57281 members 
Mstep: Class 29 contains 5275 members 
Mstep: Class 30 contains 8879 members 
Mstep: Class 31 contains 6276 members 
Mstep: Class 32 contains 10608 members 
Mstep: Class 33 contains 42512 members 
Mstep: Class 34 contains 11072 members 
Mstep: Class 35 contains 3523 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8458 members 
Mstep: Class 38 contains 203813 members 
Mstep: Class 39 contains 228612 members 
Mstep: Class 40 contains 10389 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486704.000000 Penalty: 154667.750000
Iteration 265Q: 44 clusters Score -2.354867e+08 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169528 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 35665 members 
Mstep: Class 4 contains 28590 members 
Mstep: Class 5 contains 82719 members 
Mstep: Class 6 contains 29214 members 
Mstep: Class 7 contains 13812 members 
Mstep: Class 8 contains 5836 members 
Mstep: Class 9 contains 55422 members 
Mstep: Class 10 contains 26562 members 
Mstep: Class 11 contains 15503 members 
Mstep: Class 12 contains 10110 members 
Mstep: Class 13 contains 192412 members 
Mstep: Class 14 contains 12825 members 
Mstep: Class 15 contains 150477 members 
Mstep: Class 16 contains 14692 members 
Mstep: Class 17 contains 7461 members 
Mstep: Class 18 contains 8229 members 
Mstep: Class 19 contains 8876 members 
Mstep: Class 20 contains 9027 members 
Mstep: Class 21 contains 6410 members 
Mstep: Class 22 contains 326066 members 
Mstep: Class 23 contains 5383 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82752 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 91946 members 
Mstep: Class 28 contains 57275 members 
Mstep: Class 29 contains 5275 members 
Mstep: Class 30 contains 8879 members 
Mstep: Class 31 contains 6276 members 
Mstep: Class 32 contains 10602 members 
Mstep: Class 33 contains 42505 members 
Mstep: Class 34 contains 11074 members 
Mstep: Class 35 contains 3523 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8459 members 
Mstep: Class 38 contains 203820 members 
Mstep: Class 39 contains 228954 members 
Mstep: Class 40 contains 10389 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486080.000000 Penalty: 154667.750000
Iteration 266Q: 44 clusters Score -2.354861e+08 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169514 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 35715 members 
Mstep: Class 4 contains 28588 members 
Mstep: Class 5 contains 82720 members 
Mstep: Class 6 contains 29201 members 
Mstep: Class 7 contains 13812 members 
Mstep: Class 8 contains 5834 members 
Mstep: Class 9 contains 55425 members 
Mstep: Class 10 contains 26559 members 
Mstep: Class 11 contains 15503 members 
Mstep: Class 12 contains 10110 members 
Mstep: Class 13 contains 192127 members 
Mstep: Class 14 contains 12819 members 
Mstep: Class 15 contains 150474 members 
Mstep: Class 16 contains 14693 members 
Mstep: Class 17 contains 7461 members 
Mstep: Class 18 contains 8229 members 
Mstep: Class 19 contains 8872 members 
Mstep: Class 20 contains 9028 members 
Mstep: Class 21 contains 6413 members 
Mstep: Class 22 contains 326071 members 
Mstep: Class 23 contains 5382 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82755 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 91969 members 
Mstep: Class 28 contains 57275 members 
Mstep: Class 29 contains 5275 members 
Mstep: Class 30 contains 8879 members 
Mstep: Class 31 contains 6277 members 
Mstep: Class 32 contains 10602 members 
Mstep: Class 33 contains 42505 members 
Mstep: Class 34 contains 11073 members 
Mstep: Class 35 contains 3523 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8460 members 
Mstep: Class 38 contains 203836 members 
Mstep: Class 39 contains 229180 members 
Mstep: Class 40 contains 10389 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486080.000000 Penalty: 154667.750000
Iteration 267Q: 44 clusters Score -2.354861e+08 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169504 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 35748 members 
Mstep: Class 4 contains 28582 members 
Mstep: Class 5 contains 82721 members 
Mstep: Class 6 contains 29185 members 
Mstep: Class 7 contains 13811 members 
Mstep: Class 8 contains 5834 members 
Mstep: Class 9 contains 55423 members 
Mstep: Class 10 contains 26555 members 
Mstep: Class 11 contains 15503 members 
Mstep: Class 12 contains 10113 members 
Mstep: Class 13 contains 191916 members 
Mstep: Class 14 contains 12815 members 
Mstep: Class 15 contains 150471 members 
Mstep: Class 16 contains 14696 members 
Mstep: Class 17 contains 7461 members 
Mstep: Class 18 contains 8226 members 
Mstep: Class 19 contains 8871 members 
Mstep: Class 20 contains 9028 members 
Mstep: Class 21 contains 6416 members 
Mstep: Class 22 contains 326095 members 
Mstep: Class 23 contains 5380 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82752 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 91989 members 
Mstep: Class 28 contains 57267 members 
Mstep: Class 29 contains 5276 members 
Mstep: Class 30 contains 8878 members 
Mstep: Class 31 contains 6277 members 
Mstep: Class 32 contains 10599 members 
Mstep: Class 33 contains 42508 members 
Mstep: Class 34 contains 11072 members 
Mstep: Class 35 contains 3523 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8459 members 
Mstep: Class 38 contains 203850 members 
Mstep: Class 39 contains 229355 members 
Mstep: Class 40 contains 10389 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235485664.000000 Penalty: 154667.750000
Iteration 268Q: 44 clusters Score -2.354857e+08 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169505 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 35780 members 
Mstep: Class 4 contains 28573 members 
Mstep: Class 5 contains 82714 members 
Mstep: Class 6 contains 29181 members 
Mstep: Class 7 contains 13810 members 
Mstep: Class 8 contains 5836 members 
Mstep: Class 9 contains 55422 members 
Mstep: Class 10 contains 26545 members 
Mstep: Class 11 contains 15504 members 
Mstep: Class 12 contains 10115 members 
Mstep: Class 13 contains 191738 members 
Mstep: Class 14 contains 12812 members 
Mstep: Class 15 contains 150472 members 
Mstep: Class 16 contains 14699 members 
Mstep: Class 17 contains 7461 members 
Mstep: Class 18 contains 8220 members 
Mstep: Class 19 contains 8873 members 
Mstep: Class 20 contains 9028 members 
Mstep: Class 21 contains 6423 members 
Mstep: Class 22 contains 326114 members 
Mstep: Class 23 contains 5380 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82754 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 91999 members 
Mstep: Class 28 contains 57256 members 
Mstep: Class 29 contains 5276 members 
Mstep: Class 30 contains 8878 members 
Mstep: Class 31 contains 6277 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 42508 members 
Mstep: Class 34 contains 11072 members 
Mstep: Class 35 contains 3524 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8459 members 
Mstep: Class 38 contains 203855 members 
Mstep: Class 39 contains 229495 members 
Mstep: Class 40 contains 10389 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235485568.000000 Penalty: 154667.750000
Iteration 269Q: 44 clusters Score -2.354856e+08 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169501 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 35801 members 
Mstep: Class 4 contains 28565 members 
Mstep: Class 5 contains 82715 members 
Mstep: Class 6 contains 29171 members 
Mstep: Class 7 contains 13811 members 
Mstep: Class 8 contains 5836 members 
Mstep: Class 9 contains 55424 members 
Mstep: Class 10 contains 26534 members 
Mstep: Class 11 contains 15505 members 
Mstep: Class 12 contains 10118 members 
Mstep: Class 13 contains 191614 members 
Mstep: Class 14 contains 12816 members 
Mstep: Class 15 contains 150471 members 
Mstep: Class 16 contains 14700 members 
Mstep: Class 17 contains 7461 members 
Mstep: Class 18 contains 8215 members 
Mstep: Class 19 contains 8873 members 
Mstep: Class 20 contains 9029 members 
Mstep: Class 21 contains 6427 members 
Mstep: Class 22 contains 326146 members 
Mstep: Class 23 contains 5380 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82761 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 91990 members 
Mstep: Class 28 contains 57250 members 
Mstep: Class 29 contains 5276 members 
Mstep: Class 30 contains 8878 members 
Mstep: Class 31 contains 6277 members 
Mstep: Class 32 contains 10600 members 
Mstep: Class 33 contains 42501 members 
Mstep: Class 34 contains 11072 members 
Mstep: Class 35 contains 3525 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8457 members 
Mstep: Class 38 contains 203885 members 
Mstep: Class 39 contains 229574 members 
Mstep: Class 40 contains 10389 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235485376.000000 Penalty: 154667.750000
Iteration 270Q: 44 clusters Score -2.354854e+08 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169505 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 35821 members 
Mstep: Class 4 contains 28560 members 
Mstep: Class 5 contains 82720 members 
Mstep: Class 6 contains 29155 members 
Mstep: Class 7 contains 13811 members 
Mstep: Class 8 contains 5837 members 
Mstep: Class 9 contains 55426 members 
Mstep: Class 10 contains 26529 members 
Mstep: Class 11 contains 15506 members 
Mstep: Class 12 contains 10123 members 
Mstep: Class 13 contains 191531 members 
Mstep: Class 14 contains 12815 members 
Mstep: Class 15 contains 150472 members 
Mstep: Class 16 contains 14700 members 
Mstep: Class 17 contains 7460 members 
Mstep: Class 18 contains 8214 members 
Mstep: Class 19 contains 8868 members 
Mstep: Class 20 contains 9029 members 
Mstep: Class 21 contains 6433 members 
Mstep: Class 22 contains 326174 members 
Mstep: Class 23 contains 5380 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82763 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 91997 members 
Mstep: Class 28 contains 57241 members 
Mstep: Class 29 contains 5276 members 
Mstep: Class 30 contains 8878 members 
Mstep: Class 31 contains 6277 members 
Mstep: Class 32 contains 10599 members 
Mstep: Class 33 contains 42496 members 
Mstep: Class 34 contains 11069 members 
Mstep: Class 35 contains 3525 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8458 members 
Mstep: Class 38 contains 203902 members 
Mstep: Class 39 contains 229609 members 
Mstep: Class 40 contains 10389 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235485264.000000 Penalty: 154667.750000
Iteration 271Q: 44 clusters Score -2.354853e+08 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169499 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 35842 members 
Mstep: Class 4 contains 28553 members 
Mstep: Class 5 contains 82718 members 
Mstep: Class 6 contains 29147 members 
Mstep: Class 7 contains 13811 members 
Mstep: Class 8 contains 5838 members 
Mstep: Class 9 contains 55426 members 
Mstep: Class 10 contains 26526 members 
Mstep: Class 11 contains 15507 members 
Mstep: Class 12 contains 10121 members 
Mstep: Class 13 contains 191539 members 
Mstep: Class 14 contains 12812 members 
Mstep: Class 15 contains 150477 members 
Mstep: Class 16 contains 14701 members 
Mstep: Class 17 contains 7460 members 
Mstep: Class 18 contains 8215 members 
Mstep: Class 19 contains 8869 members 
Mstep: Class 20 contains 9029 members 
Mstep: Class 21 contains 6441 members 
Mstep: Class 22 contains 326209 members 
Mstep: Class 23 contains 5380 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82767 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 92004 members 
Mstep: Class 28 contains 57233 members 
Mstep: Class 29 contains 5277 members 
Mstep: Class 30 contains 8878 members 
Mstep: Class 31 contains 6277 members 
Mstep: Class 32 contains 10597 members 
Mstep: Class 33 contains 42498 members 
Mstep: Class 34 contains 11069 members 
Mstep: Class 35 contains 3525 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8459 members 
Mstep: Class 38 contains 203924 members 
Mstep: Class 39 contains 229531 members 
Mstep: Class 40 contains 10389 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235485024.000000 Penalty: 154667.750000
Iteration 272Q: 44 clusters Score -2.35485e+08 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169505 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 35843 members 
Mstep: Class 4 contains 28553 members 
Mstep: Class 5 contains 82719 members 
Mstep: Class 6 contains 29141 members 
Mstep: Class 7 contains 13811 members 
Mstep: Class 8 contains 5838 members 
Mstep: Class 9 contains 55427 members 
Mstep: Class 10 contains 26522 members 
Mstep: Class 11 contains 15508 members 
Mstep: Class 12 contains 10121 members 
Mstep: Class 13 contains 191621 members 
Mstep: Class 14 contains 12811 members 
Mstep: Class 15 contains 150481 members 
Mstep: Class 16 contains 14700 members 
Mstep: Class 17 contains 7460 members 
Mstep: Class 18 contains 8216 members 
Mstep: Class 19 contains 8868 members 
Mstep: Class 20 contains 9029 members 
Mstep: Class 21 contains 6444 members 
Mstep: Class 22 contains 326231 members 
Mstep: Class 23 contains 5379 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82776 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 92013 members 
Mstep: Class 28 contains 57219 members 
Mstep: Class 29 contains 5275 members 
Mstep: Class 30 contains 8878 members 
Mstep: Class 31 contains 6277 members 
Mstep: Class 32 contains 10598 members 
Mstep: Class 33 contains 42499 members 
Mstep: Class 34 contains 11068 members 
Mstep: Class 35 contains 3526 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8460 members 
Mstep: Class 38 contains 203950 members 
Mstep: Class 39 contains 229392 members 
Mstep: Class 40 contains 10389 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235485136.000000 Penalty: 154667.750000
Iteration 273Q: 44 clusters Score -2.354851e+08 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169512 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 35835 members 
Mstep: Class 4 contains 28552 members 
Mstep: Class 5 contains 82721 members 
Mstep: Class 6 contains 29138 members 
Mstep: Class 7 contains 13809 members 
Mstep: Class 8 contains 5840 members 
Mstep: Class 9 contains 55427 members 
Mstep: Class 10 contains 26516 members 
Mstep: Class 11 contains 15509 members 
Mstep: Class 12 contains 10125 members 
Mstep: Class 13 contains 191717 members 
Mstep: Class 14 contains 12810 members 
Mstep: Class 15 contains 150484 members 
Mstep: Class 16 contains 14700 members 
Mstep: Class 17 contains 7459 members 
Mstep: Class 18 contains 8211 members 
Mstep: Class 19 contains 8871 members 
Mstep: Class 20 contains 9029 members 
Mstep: Class 21 contains 6447 members 
Mstep: Class 22 contains 326238 members 
Mstep: Class 23 contains 5377 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82778 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 92029 members 
Mstep: Class 28 contains 57221 members 
Mstep: Class 29 contains 5275 members 
Mstep: Class 30 contains 8878 members 
Mstep: Class 31 contains 6277 members 
Mstep: Class 32 contains 10597 members 
Mstep: Class 33 contains 42501 members 
Mstep: Class 34 contains 11067 members 
Mstep: Class 35 contains 3526 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8459 members 
Mstep: Class 38 contains 203982 members 
Mstep: Class 39 contains 229242 members 
Mstep: Class 40 contains 10389 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235485744.000000 Penalty: 154667.750000
Iteration 274Q: 44 clusters Score -2.354857e+08 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169515 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 35821 members 
Mstep: Class 4 contains 28548 members 
Mstep: Class 5 contains 82719 members 
Mstep: Class 6 contains 29137 members 
Mstep: Class 7 contains 13808 members 
Mstep: Class 8 contains 5840 members 
Mstep: Class 9 contains 55433 members 
Mstep: Class 10 contains 26508 members 
Mstep: Class 11 contains 15512 members 
Mstep: Class 12 contains 10127 members 
Mstep: Class 13 contains 191859 members 
Mstep: Class 14 contains 12809 members 
Mstep: Class 15 contains 150484 members 
Mstep: Class 16 contains 14700 members 
Mstep: Class 17 contains 7458 members 
Mstep: Class 18 contains 8213 members 
Mstep: Class 19 contains 8870 members 
Mstep: Class 20 contains 9029 members 
Mstep: Class 21 contains 6450 members 
Mstep: Class 22 contains 326256 members 
Mstep: Class 23 contains 5375 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82783 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 92041 members 
Mstep: Class 28 contains 57212 members 
Mstep: Class 29 contains 5274 members 
Mstep: Class 30 contains 8878 members 
Mstep: Class 31 contains 6278 members 
Mstep: Class 32 contains 10597 members 
Mstep: Class 33 contains 42501 members 
Mstep: Class 34 contains 11067 members 
Mstep: Class 35 contains 3526 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8458 members 
Mstep: Class 38 contains 204036 members 
Mstep: Class 39 contains 229037 members 
Mstep: Class 40 contains 10389 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235485616.000000 Penalty: 154667.750000
Iteration 275Q: 44 clusters Score -2.354856e+08 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169518 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 35784 members 
Mstep: Class 4 contains 28545 members 
Mstep: Class 5 contains 82726 members 
Mstep: Class 6 contains 29133 members 
Mstep: Class 7 contains 13806 members 
Mstep: Class 8 contains 5840 members 
Mstep: Class 9 contains 55435 members 
Mstep: Class 10 contains 26504 members 
Mstep: Class 11 contains 15513 members 
Mstep: Class 12 contains 10129 members 
Mstep: Class 13 contains 192048 members 
Mstep: Class 14 contains 12811 members 
Mstep: Class 15 contains 150488 members 
Mstep: Class 16 contains 14700 members 
Mstep: Class 17 contains 7456 members 
Mstep: Class 18 contains 8214 members 
Mstep: Class 19 contains 8869 members 
Mstep: Class 20 contains 9029 members 
Mstep: Class 21 contains 6453 members 
Mstep: Class 22 contains 326276 members 
Mstep: Class 23 contains 5374 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82783 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 92063 members 
Mstep: Class 28 contains 57200 members 
Mstep: Class 29 contains 5274 members 
Mstep: Class 30 contains 8878 members 
Mstep: Class 31 contains 6278 members 
Mstep: Class 32 contains 10596 members 
Mstep: Class 33 contains 42498 members 
Mstep: Class 34 contains 11067 members 
Mstep: Class 35 contains 3527 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8460 members 
Mstep: Class 38 contains 204081 members 
Mstep: Class 39 contains 228803 members 
Mstep: Class 40 contains 10389 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235485280.000000 Penalty: 154667.750000
Iteration 276Q: 44 clusters Score -2.354853e+08 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169513 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 35754 members 
Mstep: Class 4 contains 28538 members 
Mstep: Class 5 contains 82727 members 
Mstep: Class 6 contains 29128 members 
Mstep: Class 7 contains 13806 members 
Mstep: Class 8 contains 5840 members 
Mstep: Class 9 contains 55434 members 
Mstep: Class 10 contains 26509 members 
Mstep: Class 11 contains 15514 members 
Mstep: Class 12 contains 10125 members 
Mstep: Class 13 contains 192324 members 
Mstep: Class 14 contains 12810 members 
Mstep: Class 15 contains 150490 members 
Mstep: Class 16 contains 14700 members 
Mstep: Class 17 contains 7457 members 
Mstep: Class 18 contains 8214 members 
Mstep: Class 19 contains 8869 members 
Mstep: Class 20 contains 9029 members 
Mstep: Class 21 contains 6455 members 
Mstep: Class 22 contains 326284 members 
Mstep: Class 23 contains 5373 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82784 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 92086 members 
Mstep: Class 28 contains 57196 members 
Mstep: Class 29 contains 5276 members 
Mstep: Class 30 contains 8878 members 
Mstep: Class 31 contains 6278 members 
Mstep: Class 32 contains 10593 members 
Mstep: Class 33 contains 42493 members 
Mstep: Class 34 contains 11067 members 
Mstep: Class 35 contains 3527 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8460 members 
Mstep: Class 38 contains 204122 members 
Mstep: Class 39 contains 228506 members 
Mstep: Class 40 contains 10389 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235485056.000000 Penalty: 154667.750000
Iteration 277Q: 44 clusters Score -2.354851e+08 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169502 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 35707 members 
Mstep: Class 4 contains 28528 members 
Mstep: Class 5 contains 82728 members 
Mstep: Class 6 contains 29126 members 
Mstep: Class 7 contains 13806 members 
Mstep: Class 8 contains 5841 members 
Mstep: Class 9 contains 55432 members 
Mstep: Class 10 contains 26515 members 
Mstep: Class 11 contains 15516 members 
Mstep: Class 12 contains 10122 members 
Mstep: Class 13 contains 192691 members 
Mstep: Class 14 contains 12809 members 
Mstep: Class 15 contains 150489 members 
Mstep: Class 16 contains 14700 members 
Mstep: Class 17 contains 7458 members 
Mstep: Class 18 contains 8215 members 
Mstep: Class 19 contains 8870 members 
Mstep: Class 20 contains 9029 members 
Mstep: Class 21 contains 6461 members 
Mstep: Class 22 contains 326284 members 
Mstep: Class 23 contains 5373 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82784 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 92093 members 
Mstep: Class 28 contains 57181 members 
Mstep: Class 29 contains 5278 members 
Mstep: Class 30 contains 8878 members 
Mstep: Class 31 contains 6278 members 
Mstep: Class 32 contains 10591 members 
Mstep: Class 33 contains 42496 members 
Mstep: Class 34 contains 11068 members 
Mstep: Class 35 contains 3528 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8461 members 
Mstep: Class 38 contains 204172 members 
Mstep: Class 39 contains 228149 members 
Mstep: Class 40 contains 10389 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235485376.000000 Penalty: 154667.750000
Iteration 278Q: 44 clusters Score -2.354854e+08 nChanged 1015
Entering ConstructFrom: 
Score: -235485376.000000 Penalty: 154667.750000
Entering ConstructFrom: 
Trying to split cluster 1 (169486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169486 members 
Entering Unmasked Estep 
Score: -20705854.000000 Penalty: 2986.050293
	Iteration 0F: 2 clusters Score -2.070585e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84790 members 
Mstep: Class 2 contains 84696 members 
Entering Unmasked Estep 
Score: -20592678.000000 Penalty: 5972.100586
	Iteration 0F: 3 clusters Score -2.059268e+07 nChanged 81268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83834 members 
Mstep: Class 2 contains 85652 members 
Entering Unmasked Estep 
Score: -20639580.000000 Penalty: 5972.100586
	Iteration 1F: 3 clusters Score -2.063958e+07 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82810 members 
Mstep: Class 2 contains 86676 members 
Entering Unmasked Estep 
Score: -20640600.000000 Penalty: 5972.100586
	Iteration 2Q: 3 clusters Score -2.06406e+07 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81116 members 
Mstep: Class 2 contains 88370 members 
Entering Unmasked Estep 
Score: -20642154.000000 Penalty: 5972.100586
	Iteration 3Q: 3 clusters Score -2.064215e+07 nChanged 6663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78399 members 
Mstep: Class 2 contains 91087 members 
Entering Unmasked Estep 
Score: -20644472.000000 Penalty: 5972.100586
	Iteration 4Q: 3 clusters Score -2.064447e+07 nChanged 8217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74402 members 
Mstep: Class 2 contains 95084 members 
Entering Unmasked Estep 
Score: -20648210.000000 Penalty: 5972.100586
	Iteration 5Q: 3 clusters Score -2.064821e+07 nChanged 9628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69056 members 
Mstep: Class 2 contains 100430 members 
Entering Unmasked Estep 
Score: -20652816.000000 Penalty: 5972.100586
	Iteration 6F: 3 clusters Score -2.065282e+07 nChanged 10493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62675 members 
Mstep: Class 2 contains 106811 members 
Entering Unmasked Estep 
Score: -20658348.000000 Penalty: 5972.100586
	Iteration 7F: 3 clusters Score -2.065835e+07 nChanged 10535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55452 members 
Mstep: Class 2 contains 114034 members 
Entering Unmasked Estep 
Score: -20664002.000000 Penalty: 5972.100586
	Iteration 8F: 3 clusters Score -2.0664e+07 nChanged 10263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47419 members 
Mstep: Class 2 contains 122067 members 
Entering Unmasked Estep 
Score: -20669742.000000 Penalty: 5972.100586
	Iteration 9F: 3 clusters Score -2.066974e+07 nChanged 9375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39066 members 
Mstep: Class 2 contains 130420 members 
Entering Unmasked Estep 
Score: -20675276.000000 Penalty: 5972.100586
	Iteration 10F: 3 clusters Score -2.067528e+07 nChanged 8807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30521 members 
Mstep: Class 2 contains 138965 members 
Entering Unmasked Estep 
Score: -20680900.000000 Penalty: 5972.100586
	Iteration 11F: 3 clusters Score -2.06809e+07 nChanged 8258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 147201 members 
Entering Unmasked Estep 
Score: -20686548.000000 Penalty: 5972.100586
	Iteration 12Q: 3 clusters Score -2.068655e+07 nChanged 7442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 154643 members 
Entering Unmasked Estep 
Score: -20691958.000000 Penalty: 5972.100586
	Iteration 13Q: 3 clusters Score -2.069196e+07 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 160539 members 
Entering Unmasked Estep 
Score: -20696654.000000 Penalty: 5972.100586
	Iteration 14Q: 3 clusters Score -2.069665e+07 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 164591 members 
Entering Unmasked Estep 
Score: -20699874.000000 Penalty: 5972.100586
	Iteration 15Q: 3 clusters Score -2.069987e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 166858 members 
Entering Unmasked Estep 
Score: -20701612.000000 Penalty: 5972.100586
	Iteration 16Q: 3 clusters Score -2.070161e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 167952 members 
Entering Unmasked Estep 
Score: -20702416.000000 Penalty: 5972.100586
	Iteration 17Q: 3 clusters Score -2.070242e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 168456 members 
Entering Unmasked Estep 
Score: -20702918.000000 Penalty: 5972.100586
	Iteration 18Q: 3 clusters Score -2.070292e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 168694 members 
Entering Unmasked Estep 
Score: -20703118.000000 Penalty: 5972.100586
	Iteration 19Q: 3 clusters Score -2.070312e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 168806 members 
Entering Unmasked Estep 
Score: -20703190.000000 Penalty: 5972.100586
	Iteration 20F: 3 clusters Score -2.070319e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 168867 members 
Entering Unmasked Estep 
Score: -20703244.000000 Penalty: 5972.100586
	Iteration 21Q: 3 clusters Score -2.070324e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 168907 members 
Entering Unmasked Estep 
Score: -20703276.000000 Penalty: 5972.100586
	Iteration 22Q: 3 clusters Score -2.070328e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 168924 members 
Entering Unmasked Estep 
Score: -20703304.000000 Penalty: 5972.100586
	Iteration 23Q: 3 clusters Score -2.07033e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 168937 members 
Entering Unmasked Estep 
Score: -20703324.000000 Penalty: 5972.100586
	Iteration 24Q: 3 clusters Score -2.070332e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 168937 members 
Entering Unmasked Estep 
Score: -20703328.000000 Penalty: 5972.100586
	Iteration 25Q: 3 clusters Score -2.070333e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 168945 members 
Entering Unmasked Estep 
Score: -20703344.000000 Penalty: 5972.100586
	Iteration 26Q: 3 clusters Score -2.070334e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 168958 members 
Entering Unmasked Estep 
Score: -20703372.000000 Penalty: 5972.100586
	Iteration 27Q: 3 clusters Score -2.070337e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 168968 members 
Entering Unmasked Estep 
Score: -20703374.000000 Penalty: 5972.100586
	Iteration 28Q: 3 clusters Score -2.070337e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 168973 members 
Entering Unmasked Estep 
Score: -20703372.000000 Penalty: 5972.100586
	Iteration 29Q: 3 clusters Score -2.070337e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 168977 members 
Entering Unmasked Estep 
Score: -20703366.000000 Penalty: 5972.100586
	Iteration 30Q: 3 clusters Score -2.070337e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 168979 members 
Entering Unmasked Estep 
Score: -20703368.000000 Penalty: 5972.100586
	Iteration 31Q: 3 clusters Score -2.070337e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 168982 members 
Entering Unmasked Estep 
Score: -20703380.000000 Penalty: 5972.100586
	Iteration 32Q: 3 clusters Score -2.070338e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 168981 members 
Entering Unmasked Estep 
Score: -20703388.000000 Penalty: 5972.100586
	Iteration 33Q: 3 clusters Score -2.070339e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 168980 members 
Entering Unmasked Estep 
Score: -20703394.000000 Penalty: 5972.100586
	Iteration 34Q: 3 clusters Score -2.070339e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 168981 members 
Entering Unmasked Estep 
Score: -20703390.000000 Penalty: 5972.100586
	Iteration 35Q: 3 clusters Score -2.070339e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 168984 members 
Entering Unmasked Estep 
Score: -20703392.000000 Penalty: 5972.100586
	Iteration 36Q: 3 clusters Score -2.070339e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 168985 members 
Entering Unmasked Estep 
Score: -20703394.000000 Penalty: 5972.100586
	Iteration 37Q: 3 clusters Score -2.070339e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 168986 members 
Entering Unmasked Estep 
Score: -20703398.000000 Penalty: 5972.100586
	Iteration 38Q: 3 clusters Score -2.07034e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 168986 members 
Entering Unmasked Estep 
Score: -20703406.000000 Penalty: 5972.100586
	Iteration 39Q: 3 clusters Score -2.070341e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 168988 members 
Entering Unmasked Estep 
Score: -20703424.000000 Penalty: 5972.100586
	Iteration 40F: 3 clusters Score -2.070342e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 168988 members 
Entering Unmasked Estep 
Score: -20703412.000000 Penalty: 5972.100586
	Iteration 41Q: 3 clusters Score -2.070341e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 168989 members 
Entering Unmasked Estep 
Score: -20703404.000000 Penalty: 5972.100586
	Iteration 42Q: 3 clusters Score -2.07034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 168990 members 
Entering Unmasked Estep 
Score: -20703406.000000 Penalty: 5972.100586
	Iteration 43Q: 3 clusters Score -2.070341e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 168990 members 
Entering Unmasked Estep 
Score: -20703406.000000 Penalty: 5972.100586
	Iteration 44F: 3 clusters Score -2.070341e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -36439.414062 Penalty: 1497.391968
	Iteration 0F: 2 clusters Score -36439.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -35207.050781 Penalty: 2994.783936
	Iteration 0F: 3 clusters Score -35207.05 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -35629.707031 Penalty: 2994.783936
	Iteration 1F: 3 clusters Score -35629.71 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -35876.007812 Penalty: 2994.783936
	Iteration 2F: 3 clusters Score -35876.01 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -36229.730469 Penalty: 2994.783936
	Iteration 3F: 3 clusters Score -36229.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -36410.011719 Penalty: 2994.783936
	Iteration 4Q: 3 clusters Score -36410.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -36512.222656 Penalty: 2994.783936
	Iteration 5Q: 3 clusters Score -36512.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -36528.945312 Penalty: 2994.783936
	Iteration 6Q: 3 clusters Score -36528.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -36574.132812 Penalty: 2994.783936
	Iteration 7Q: 3 clusters Score -36574.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -36584.230469 Penalty: 2994.783936
	Iteration 8Q: 3 clusters Score -36584.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -36585.953125 Penalty: 2994.783936
	Iteration 9Q: 3 clusters Score -36585.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -36585.953125 Penalty: 2994.783936
	Iteration 10F: 3 clusters Score -36585.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169486 members 
Mstep: Class 2 contains 176 members 
Mstep: Class 3 contains 35652 members 
Mstep: Class 4 contains 28521 members 
Mstep: Class 5 contains 82727 members 
Mstep: Class 6 contains 29119 members 
Mstep: Class 7 contains 13807 members 
Mstep: Class 8 contains 5840 members 
Mstep: Class 9 contains 55432 members 
Mstep: Class 10 contains 26514 members 
Mstep: Class 11 contains 15514 members 
Mstep: Class 12 contains 10121 members 
Mstep: Class 13 contains 193109 members 
Mstep: Class 14 contains 12809 members 
Mstep: Class 15 contains 150487 members 
Mstep: Class 16 contains 14699 members 
Mstep: Class 17 contains 7456 members 
Mstep: Class 18 contains 8215 members 
Mstep: Class 19 contains 8869 members 
Mstep: Class 20 contains 9029 members 
Mstep: Class 21 contains 6471 members 
Mstep: Class 22 contains 326287 members 
Mstep: Class 23 contains 5373 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82780 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 92086 members 
Mstep: Class 28 contains 57170 members 
Mstep: Class 29 contains 5278 members 
Mstep: Class 30 contains 8878 members 
Mstep: Class 31 contains 6278 members 
Mstep: Class 32 contains 10591 members 
Mstep: Class 33 contains 42501 members 
Mstep: Class 34 contains 11070 members 
Mstep: Class 35 contains 3529 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8462 members 
Mstep: Class 38 contains 204252 members 
Mstep: Class 39 contains 227747 members 
Mstep: Class 40 contains 10389 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 243 members 
Entering Unmasked Estep 
Score: -235483280.000000 Penalty: 158264.671875
Splitting cluster 2 changes total score from -235485376.000000 to -235483280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (35652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35652 members 
Entering Unmasked Estep 
Score: -4271457.500000 Penalty: 2599.427002
	Iteration 0F: 2 clusters Score -4271458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -4247161.500000 Penalty: 5198.854004
	Iteration 0F: 3 clusters Score -4247162 nChanged 16185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -4255914.000000 Penalty: 5198.854004
	Iteration 1F: 3 clusters Score -4255914 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -4256269.000000 Penalty: 5198.854004
	Iteration 2Q: 3 clusters Score -4256269 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -4256628.000000 Penalty: 5198.854004
	Iteration 3Q: 3 clusters Score -4256628 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -4257067.500000 Penalty: 5198.854004
	Iteration 4Q: 3 clusters Score -4257068 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -4257668.000000 Penalty: 5198.854004
	Iteration 5Q: 3 clusters Score -4257668 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -4258630.500000 Penalty: 5198.854004
	Iteration 6Q: 3 clusters Score -4258630 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -4260125.000000 Penalty: 5198.854004
	Iteration 7F: 3 clusters Score -4260125 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -4262038.500000 Penalty: 5198.854004
	Iteration 8F: 3 clusters Score -4262038 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -4264148.000000 Penalty: 5198.854004
	Iteration 9F: 3 clusters Score -4264148 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -4266047.000000 Penalty: 5198.854004
	Iteration 10F: 3 clusters Score -4266047 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28681 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -4267662.500000 Penalty: 5198.854004
	Iteration 11Q: 3 clusters Score -4267662 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -4268914.000000 Penalty: 5198.854004
	Iteration 12Q: 3 clusters Score -4268914 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -4269686.000000 Penalty: 5198.854004
	Iteration 13Q: 3 clusters Score -4269686 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30171 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -4270087.000000 Penalty: 5198.854004
	Iteration 14Q: 3 clusters Score -4270087 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30330 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -4270232.500000 Penalty: 5198.854004
	Iteration 15Q: 3 clusters Score -4270232 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -4270283.000000 Penalty: 5198.854004
	Iteration 16Q: 3 clusters Score -4270283 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30472 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -4270315.000000 Penalty: 5198.854004
	Iteration 17Q: 3 clusters Score -4270315 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30527 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -4270336.000000 Penalty: 5198.854004
	Iteration 18Q: 3 clusters Score -4270336 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30564 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -4270352.000000 Penalty: 5198.854004
	Iteration 19Q: 3 clusters Score -4270352 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30592 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -4270355.000000 Penalty: 5198.854004
	Iteration 20F: 3 clusters Score -4270355 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30613 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -4270368.000000 Penalty: 5198.854004
	Iteration 21Q: 3 clusters Score -4270368 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -4270368.500000 Penalty: 5198.854004
	Iteration 22Q: 3 clusters Score -4270368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30639 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -4270353.000000 Penalty: 5198.854004
	Iteration 23Q: 3 clusters Score -4270353 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -4270368.500000 Penalty: 5198.854004
	Iteration 24Q: 3 clusters Score -4270368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -4270369.000000 Penalty: 5198.854004
	Iteration 25Q: 3 clusters Score -4270369 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -4270372.500000 Penalty: 5198.854004
	Iteration 26Q: 3 clusters Score -4270372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -4270373.000000 Penalty: 5198.854004
	Iteration 27Q: 3 clusters Score -4270373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -4270379.000000 Penalty: 5198.854004
	Iteration 28Q: 3 clusters Score -4270379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -4270380.500000 Penalty: 5198.854004
	Iteration 29Q: 3 clusters Score -4270380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30656 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -4270380.500000 Penalty: 5198.854004
	Iteration 30Q: 3 clusters Score -4270380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30656 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -4270387.500000 Penalty: 5198.854004
	Iteration 31Q: 3 clusters Score -4270388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30662 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -4270382.500000 Penalty: 5198.854004
	Iteration 32Q: 3 clusters Score -4270382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30667 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -4270384.000000 Penalty: 5198.854004
	Iteration 33Q: 3 clusters Score -4270384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30677 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -4270393.000000 Penalty: 5198.854004
	Iteration 34Q: 3 clusters Score -4270393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -4270397.500000 Penalty: 5198.854004
	Iteration 35Q: 3 clusters Score -4270398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -4270391.500000 Penalty: 5198.854004
	Iteration 36Q: 3 clusters Score -4270392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -4270391.000000 Penalty: 5198.854004
	Iteration 37Q: 3 clusters Score -4270391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30696 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -4270389.500000 Penalty: 5198.854004
	Iteration 38Q: 3 clusters Score -4270390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -4270388.500000 Penalty: 5198.854004
	Iteration 39Q: 3 clusters Score -4270388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -4270388.500000 Penalty: 5198.854004
	Iteration 40F: 3 clusters Score -4270388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (28521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28521 members 
Entering Unmasked Estep 
Score: -3308907.750000 Penalty: 2544.082275
	Iteration 0F: 2 clusters Score -3308908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -3289153.250000 Penalty: 5088.164551
	Iteration 0F: 3 clusters Score -3289153 nChanged 12923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -3296426.750000 Penalty: 5088.164551
	Iteration 1F: 3 clusters Score -3296427 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -3296991.500000 Penalty: 5088.164551
	Iteration 2F: 3 clusters Score -3296992 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -3297529.000000 Penalty: 5088.164551
	Iteration 3Q: 3 clusters Score -3297529 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -3298039.000000 Penalty: 5088.164551
	Iteration 4Q: 3 clusters Score -3298039 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -3298496.000000 Penalty: 5088.164551
	Iteration 5Q: 3 clusters Score -3298496 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -3298947.500000 Penalty: 5088.164551
	Iteration 6Q: 3 clusters Score -3298948 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -3299407.250000 Penalty: 5088.164551
	Iteration 7Q: 3 clusters Score -3299407 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -3300001.250000 Penalty: 5088.164551
	Iteration 8Q: 3 clusters Score -3300001 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -3300818.500000 Penalty: 5088.164551
	Iteration 9Q: 3 clusters Score -3300818 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -3301975.750000 Penalty: 5088.164551
	Iteration 10F: 3 clusters Score -3301976 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -3303333.500000 Penalty: 5088.164551
	Iteration 11F: 3 clusters Score -3303334 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -3304679.000000 Penalty: 5088.164551
	Iteration 12F: 3 clusters Score -3304679 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -3305735.000000 Penalty: 5088.164551
	Iteration 13F: 3 clusters Score -3305735 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -3306355.500000 Penalty: 5088.164551
	Iteration 14Q: 3 clusters Score -3306356 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -3306705.250000 Penalty: 5088.164551
	Iteration 15Q: 3 clusters Score -3306705 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -3306863.250000 Penalty: 5088.164551
	Iteration 16Q: 3 clusters Score -3306863 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -3306940.750000 Penalty: 5088.164551
	Iteration 17Q: 3 clusters Score -3306941 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -3307000.750000 Penalty: 5088.164551
	Iteration 18Q: 3 clusters Score -3307001 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -3307021.000000 Penalty: 5088.164551
	Iteration 19Q: 3 clusters Score -3307021 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -3307050.750000 Penalty: 5088.164551
	Iteration 20F: 3 clusters Score -3307051 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -3307073.250000 Penalty: 5088.164551
	Iteration 21Q: 3 clusters Score -3307073 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -3307084.000000 Penalty: 5088.164551
	Iteration 22Q: 3 clusters Score -3307084 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -3307087.750000 Penalty: 5088.164551
	Iteration 23Q: 3 clusters Score -3307088 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -3307090.500000 Penalty: 5088.164551
	Iteration 24Q: 3 clusters Score -3307090 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -3307092.500000 Penalty: 5088.164551
	Iteration 25Q: 3 clusters Score -3307092 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -3307109.250000 Penalty: 5088.164551
	Iteration 26Q: 3 clusters Score -3307109 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -3307124.250000 Penalty: 5088.164551
	Iteration 27Q: 3 clusters Score -3307124 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -3307124.250000 Penalty: 5088.164551
	Iteration 28Q: 3 clusters Score -3307124 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -3307118.500000 Penalty: 5088.164551
	Iteration 29Q: 3 clusters Score -3307118 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -3307122.750000 Penalty: 5088.164551
	Iteration 30Q: 3 clusters Score -3307123 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -3307137.500000 Penalty: 5088.164551
	Iteration 31Q: 3 clusters Score -3307138 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -3307151.750000 Penalty: 5088.164551
	Iteration 32Q: 3 clusters Score -3307152 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -3307163.000000 Penalty: 5088.164551
	Iteration 33Q: 3 clusters Score -3307163 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -3307178.500000 Penalty: 5088.164551
	Iteration 34Q: 3 clusters Score -3307178 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -3307183.500000 Penalty: 5088.164551
	Iteration 35Q: 3 clusters Score -3307184 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -3307200.500000 Penalty: 5088.164551
	Iteration 36Q: 3 clusters Score -3307200 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -3307208.500000 Penalty: 5088.164551
	Iteration 37Q: 3 clusters Score -3307208 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -3307212.750000 Penalty: 5088.164551
	Iteration 38Q: 3 clusters Score -3307213 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -3307229.250000 Penalty: 5088.164551
	Iteration 39Q: 3 clusters Score -3307229 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -3307247.000000 Penalty: 5088.164551
	Iteration 40F: 3 clusters Score -3307247 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -3307244.500000 Penalty: 5088.164551
	Iteration 41Q: 3 clusters Score -3307244 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -3307247.500000 Penalty: 5088.164551
	Iteration 42Q: 3 clusters Score -3307248 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -3307266.750000 Penalty: 5088.164551
	Iteration 43Q: 3 clusters Score -3307267 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -3307279.250000 Penalty: 5088.164551
	Iteration 44Q: 3 clusters Score -3307279 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -3307290.250000 Penalty: 5088.164551
	Iteration 45Q: 3 clusters Score -3307290 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -3307295.750000 Penalty: 5088.164551
	Iteration 46Q: 3 clusters Score -3307296 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -3307301.000000 Penalty: 5088.164551
	Iteration 47Q: 3 clusters Score -3307301 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -3307316.250000 Penalty: 5088.164551
	Iteration 48Q: 3 clusters Score -3307316 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -3307330.750000 Penalty: 5088.164551
	Iteration 49Q: 3 clusters Score -3307331 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -3307331.500000 Penalty: 5088.164551
	Iteration 50Q: 3 clusters Score -3307332 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -3307338.000000 Penalty: 5088.164551
	Iteration 51Q: 3 clusters Score -3307338 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -3307344.500000 Penalty: 5088.164551
	Iteration 52Q: 3 clusters Score -3307344 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -3307363.000000 Penalty: 5088.164551
	Iteration 53Q: 3 clusters Score -3307363 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -3307365.750000 Penalty: 5088.164551
	Iteration 54Q: 3 clusters Score -3307366 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -3307374.750000 Penalty: 5088.164551
	Iteration 55Q: 3 clusters Score -3307375 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -3307408.000000 Penalty: 5088.164551
	Iteration 56Q: 3 clusters Score -3307408 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -3307411.250000 Penalty: 5088.164551
	Iteration 57Q: 3 clusters Score -3307411 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -3307424.750000 Penalty: 5088.164551
	Iteration 58Q: 3 clusters Score -3307425 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -3307442.250000 Penalty: 5088.164551
	Iteration 59Q: 3 clusters Score -3307442 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -3307457.500000 Penalty: 5088.164551
	Iteration 60F: 3 clusters Score -3307458 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -3307476.750000 Penalty: 5088.164551
	Iteration 61Q: 3 clusters Score -3307477 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -3307493.500000 Penalty: 5088.164551
	Iteration 62Q: 3 clusters Score -3307494 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -3307499.000000 Penalty: 5088.164551
	Iteration 63Q: 3 clusters Score -3307499 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -3307511.500000 Penalty: 5088.164551
	Iteration 64Q: 3 clusters Score -3307512 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -3307531.750000 Penalty: 5088.164551
	Iteration 65Q: 3 clusters Score -3307532 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -3307545.250000 Penalty: 5088.164551
	Iteration 66Q: 3 clusters Score -3307545 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -3307558.500000 Penalty: 5088.164551
	Iteration 67Q: 3 clusters Score -3307558 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -3307589.750000 Penalty: 5088.164551
	Iteration 68Q: 3 clusters Score -3307590 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -3307607.500000 Penalty: 5088.164551
	Iteration 69Q: 3 clusters Score -3307608 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -3307632.750000 Penalty: 5088.164551
	Iteration 70Q: 3 clusters Score -3307633 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -3307645.250000 Penalty: 5088.164551
	Iteration 71Q: 3 clusters Score -3307645 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -3307664.500000 Penalty: 5088.164551
	Iteration 72Q: 3 clusters Score -3307664 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -3307678.750000 Penalty: 5088.164551
	Iteration 73Q: 3 clusters Score -3307679 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -3307698.250000 Penalty: 5088.164551
	Iteration 74Q: 3 clusters Score -3307698 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -3307699.250000 Penalty: 5088.164551
	Iteration 75Q: 3 clusters Score -3307699 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -3307720.750000 Penalty: 5088.164551
	Iteration 76Q: 3 clusters Score -3307721 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -3307728.250000 Penalty: 5088.164551
	Iteration 77Q: 3 clusters Score -3307728 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -3307737.250000 Penalty: 5088.164551
	Iteration 78Q: 3 clusters Score -3307737 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -3307742.500000 Penalty: 5088.164551
	Iteration 79Q: 3 clusters Score -3307742 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -3307753.250000 Penalty: 5088.164551
	Iteration 80F: 3 clusters Score -3307753 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -3307765.250000 Penalty: 5088.164551
	Iteration 81Q: 3 clusters Score -3307765 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -3307770.500000 Penalty: 5088.164551
	Iteration 82Q: 3 clusters Score -3307770 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -3307774.750000 Penalty: 5088.164551
	Iteration 83Q: 3 clusters Score -3307775 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -3307774.000000 Penalty: 5088.164551
	Iteration 84Q: 3 clusters Score -3307774 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -3307782.000000 Penalty: 5088.164551
	Iteration 85Q: 3 clusters Score -3307782 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -3307794.750000 Penalty: 5088.164551
	Iteration 86Q: 3 clusters Score -3307795 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -3307791.250000 Penalty: 5088.164551
	Iteration 87Q: 3 clusters Score -3307791 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -3307787.000000 Penalty: 5088.164551
	Iteration 88Q: 3 clusters Score -3307787 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -3307791.500000 Penalty: 5088.164551
	Iteration 89Q: 3 clusters Score -3307792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -3307796.000000 Penalty: 5088.164551
	Iteration 90Q: 3 clusters Score -3307796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -3307793.250000 Penalty: 5088.164551
	Iteration 91Q: 3 clusters Score -3307793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -3307796.250000 Penalty: 5088.164551
	Iteration 92Q: 3 clusters Score -3307796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -3307796.000000 Penalty: 5088.164551
	Iteration 93Q: 3 clusters Score -3307796 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -3307795.000000 Penalty: 5088.164551
	Iteration 94Q: 3 clusters Score -3307795 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -3307805.500000 Penalty: 5088.164551
	Iteration 95Q: 3 clusters Score -3307806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -3307807.750000 Penalty: 5088.164551
	Iteration 96Q: 3 clusters Score -3307808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -3307811.000000 Penalty: 5088.164551
	Iteration 97Q: 3 clusters Score -3307811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -3307809.000000 Penalty: 5088.164551
	Iteration 98Q: 3 clusters Score -3307809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -3307810.000000 Penalty: 5088.164551
	Iteration 99Q: 3 clusters Score -3307810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -3307811.250000 Penalty: 5088.164551
	Iteration 100F: 3 clusters Score -3307811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -3307815.750000 Penalty: 5088.164551
	Iteration 101Q: 3 clusters Score -3307816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -3307813.000000 Penalty: 5088.164551
	Iteration 102Q: 3 clusters Score -3307813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -3307813.500000 Penalty: 5088.164551
	Iteration 103Q: 3 clusters Score -3307814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -3307812.750000 Penalty: 5088.164551
	Iteration 104Q: 3 clusters Score -3307813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -3307815.500000 Penalty: 5088.164551
	Iteration 105Q: 3 clusters Score -3307816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -3307815.500000 Penalty: 5088.164551
	Iteration 106F: 3 clusters Score -3307816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (82727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82727 members 
Entering Unmasked Estep 
Score: -10099279.000000 Penalty: 2808.178711
	Iteration 0F: 2 clusters Score -1.009928e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41373 members 
Mstep: Class 2 contains 41354 members 
Entering Unmasked Estep 
Score: -10043848.000000 Penalty: 5616.357422
	Iteration 0F: 3 clusters Score -1.004385e+07 nChanged 38905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42004 members 
Mstep: Class 2 contains 40723 members 
Entering Unmasked Estep 
Score: -10066059.000000 Penalty: 5616.357422
	Iteration 1F: 3 clusters Score -1.006606e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42647 members 
Mstep: Class 2 contains 40080 members 
Entering Unmasked Estep 
Score: -10066760.000000 Penalty: 5616.357422
	Iteration 2Q: 3 clusters Score -1.006676e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43693 members 
Mstep: Class 2 contains 39034 members 
Entering Unmasked Estep 
Score: -10067582.000000 Penalty: 5616.357422
	Iteration 3Q: 3 clusters Score -1.006758e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45357 members 
Mstep: Class 2 contains 37370 members 
Entering Unmasked Estep 
Score: -10068651.000000 Penalty: 5616.357422
	Iteration 4Q: 3 clusters Score -1.006865e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47842 members 
Mstep: Class 2 contains 34885 members 
Entering Unmasked Estep 
Score: -10070237.000000 Penalty: 5616.357422
	Iteration 5Q: 3 clusters Score -1.007024e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51321 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -10072548.000000 Penalty: 5616.357422
	Iteration 6F: 3 clusters Score -1.007255e+07 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55790 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
Score: -10075770.000000 Penalty: 5616.357422
	Iteration 7F: 3 clusters Score -1.007577e+07 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60887 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -10079600.000000 Penalty: 5616.357422
	Iteration 8F: 3 clusters Score -1.00796e+07 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66153 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -10083673.000000 Penalty: 5616.357422
	Iteration 9F: 3 clusters Score -1.008367e+07 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71061 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -10087566.000000 Penalty: 5616.357422
	Iteration 10F: 3 clusters Score -1.008757e+07 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75225 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -10090931.000000 Penalty: 5616.357422
	Iteration 11F: 3 clusters Score -1.009093e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78328 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -10093513.000000 Penalty: 5616.357422
	Iteration 12Q: 3 clusters Score -1.009351e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80298 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -10095060.000000 Penalty: 5616.357422
	Iteration 13Q: 3 clusters Score -1.009506e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81330 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -10095849.000000 Penalty: 5616.357422
	Iteration 14Q: 3 clusters Score -1.009585e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81830 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -10096251.000000 Penalty: 5616.357422
	Iteration 15Q: 3 clusters Score -1.009625e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82065 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -10096505.000000 Penalty: 5616.357422
	Iteration 16Q: 3 clusters Score -1.00965e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82176 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -10096631.000000 Penalty: 5616.357422
	Iteration 17Q: 3 clusters Score -1.009663e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82249 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -10096715.000000 Penalty: 5616.357422
	Iteration 18Q: 3 clusters Score -1.009672e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82279 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -10096740.000000 Penalty: 5616.357422
	Iteration 19Q: 3 clusters Score -1.009674e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82311 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -10096791.000000 Penalty: 5616.357422
	Iteration 20F: 3 clusters Score -1.009679e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82332 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -10096810.000000 Penalty: 5616.357422
	Iteration 21Q: 3 clusters Score -1.009681e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82345 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -10096842.000000 Penalty: 5616.357422
	Iteration 22Q: 3 clusters Score -1.009684e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82359 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -10096846.000000 Penalty: 5616.357422
	Iteration 23Q: 3 clusters Score -1.009685e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82364 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -10096856.000000 Penalty: 5616.357422
	Iteration 24Q: 3 clusters Score -1.009686e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82367 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -10096855.000000 Penalty: 5616.357422
	Iteration 25Q: 3 clusters Score -1.009686e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82374 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -10096865.000000 Penalty: 5616.357422
	Iteration 26Q: 3 clusters Score -1.009686e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82377 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -10096873.000000 Penalty: 5616.357422
	Iteration 27Q: 3 clusters Score -1.009687e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82381 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -10096877.000000 Penalty: 5616.357422
	Iteration 28Q: 3 clusters Score -1.009688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82381 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -10096871.000000 Penalty: 5616.357422
	Iteration 29Q: 3 clusters Score -1.009687e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82381 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -10096871.000000 Penalty: 5616.357422
	Iteration 30F: 3 clusters Score -1.009687e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (29119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Entering Unmasked Estep 
Score: -3552119.250000 Penalty: 2549.228271
	Iteration 0F: 2 clusters Score -3552119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -3532194.000000 Penalty: 5098.456543
	Iteration 0F: 3 clusters Score -3532194 nChanged 13184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -3539369.500000 Penalty: 5098.456543
	Iteration 1F: 3 clusters Score -3539370 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -3539974.250000 Penalty: 5098.456543
	Iteration 2F: 3 clusters Score -3539974 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -3540631.500000 Penalty: 5098.456543
	Iteration 3F: 3 clusters Score -3540632 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -3541344.750000 Penalty: 5098.456543
	Iteration 4F: 3 clusters Score -3541345 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -3542182.750000 Penalty: 5098.456543
	Iteration 5F: 3 clusters Score -3542183 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -3543205.000000 Penalty: 5098.456543
	Iteration 6F: 3 clusters Score -3543205 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -3544396.500000 Penalty: 5098.456543
	Iteration 7F: 3 clusters Score -3544396 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -3545681.250000 Penalty: 5098.456543
	Iteration 8F: 3 clusters Score -3545681 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -3546858.500000 Penalty: 5098.456543
	Iteration 9F: 3 clusters Score -3546858 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -3547765.000000 Penalty: 5098.456543
	Iteration 10Q: 3 clusters Score -3547765 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -3548296.500000 Penalty: 5098.456543
	Iteration 11Q: 3 clusters Score -3548296 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -3548600.250000 Penalty: 5098.456543
	Iteration 12Q: 3 clusters Score -3548600 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -3548819.250000 Penalty: 5098.456543
	Iteration 13Q: 3 clusters Score -3548819 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -3548983.000000 Penalty: 5098.456543
	Iteration 14Q: 3 clusters Score -3548983 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -3549130.750000 Penalty: 5098.456543
	Iteration 15Q: 3 clusters Score -3549131 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -3549246.000000 Penalty: 5098.456543
	Iteration 16Q: 3 clusters Score -3549246 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -3549355.750000 Penalty: 5098.456543
	Iteration 17Q: 3 clusters Score -3549356 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -3549460.250000 Penalty: 5098.456543
	Iteration 18Q: 3 clusters Score -3549460 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -3549550.750000 Penalty: 5098.456543
	Iteration 19Q: 3 clusters Score -3549551 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -3549614.750000 Penalty: 5098.456543
	Iteration 20F: 3 clusters Score -3549615 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -3549677.250000 Penalty: 5098.456543
	Iteration 21Q: 3 clusters Score -3549677 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -3549731.750000 Penalty: 5098.456543
	Iteration 22Q: 3 clusters Score -3549732 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -3549786.000000 Penalty: 5098.456543
	Iteration 23Q: 3 clusters Score -3549786 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -3549824.250000 Penalty: 5098.456543
	Iteration 24Q: 3 clusters Score -3549824 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -3549862.000000 Penalty: 5098.456543
	Iteration 25Q: 3 clusters Score -3549862 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -3549911.250000 Penalty: 5098.456543
	Iteration 26Q: 3 clusters Score -3549911 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -3549943.250000 Penalty: 5098.456543
	Iteration 27Q: 3 clusters Score -3549943 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -3549973.750000 Penalty: 5098.456543
	Iteration 28Q: 3 clusters Score -3549974 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -3549991.750000 Penalty: 5098.456543
	Iteration 29Q: 3 clusters Score -3549992 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -3550015.250000 Penalty: 5098.456543
	Iteration 30Q: 3 clusters Score -3550015 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -3550030.000000 Penalty: 5098.456543
	Iteration 31Q: 3 clusters Score -3550030 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -3550029.750000 Penalty: 5098.456543
	Iteration 32Q: 3 clusters Score -3550030 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -3550058.000000 Penalty: 5098.456543
	Iteration 33Q: 3 clusters Score -3550058 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25983 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -3550079.750000 Penalty: 5098.456543
	Iteration 34Q: 3 clusters Score -3550080 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -3550086.750000 Penalty: 5098.456543
	Iteration 35Q: 3 clusters Score -3550087 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -3550095.500000 Penalty: 5098.456543
	Iteration 36Q: 3 clusters Score -3550096 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -3550105.750000 Penalty: 5098.456543
	Iteration 37Q: 3 clusters Score -3550106 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -3550115.500000 Penalty: 5098.456543
	Iteration 38Q: 3 clusters Score -3550116 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -3550121.500000 Penalty: 5098.456543
	Iteration 39Q: 3 clusters Score -3550122 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -3550122.750000 Penalty: 5098.456543
	Iteration 40F: 3 clusters Score -3550123 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -3550124.250000 Penalty: 5098.456543
	Iteration 41Q: 3 clusters Score -3550124 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -3550131.750000 Penalty: 5098.456543
	Iteration 42Q: 3 clusters Score -3550132 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -3550142.000000 Penalty: 5098.456543
	Iteration 43Q: 3 clusters Score -3550142 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -3550147.000000 Penalty: 5098.456543
	Iteration 44Q: 3 clusters Score -3550147 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -3550158.000000 Penalty: 5098.456543
	Iteration 45Q: 3 clusters Score -3550158 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -3550161.500000 Penalty: 5098.456543
	Iteration 46Q: 3 clusters Score -3550162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -3550160.250000 Penalty: 5098.456543
	Iteration 47Q: 3 clusters Score -3550160 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -3550164.250000 Penalty: 5098.456543
	Iteration 48Q: 3 clusters Score -3550164 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -3550163.750000 Penalty: 5098.456543
	Iteration 49Q: 3 clusters Score -3550164 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -3550163.000000 Penalty: 5098.456543
	Iteration 50Q: 3 clusters Score -3550163 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -3550165.750000 Penalty: 5098.456543
	Iteration 51Q: 3 clusters Score -3550166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -3550173.250000 Penalty: 5098.456543
	Iteration 52Q: 3 clusters Score -3550173 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -3550175.250000 Penalty: 5098.456543
	Iteration 53Q: 3 clusters Score -3550175 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -3550182.750000 Penalty: 5098.456543
	Iteration 54Q: 3 clusters Score -3550183 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -3550196.500000 Penalty: 5098.456543
	Iteration 55Q: 3 clusters Score -3550196 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -3550203.500000 Penalty: 5098.456543
	Iteration 56Q: 3 clusters Score -3550204 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -3550208.500000 Penalty: 5098.456543
	Iteration 57Q: 3 clusters Score -3550208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -3550207.500000 Penalty: 5098.456543
	Iteration 58Q: 3 clusters Score -3550208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -3550212.250000 Penalty: 5098.456543
	Iteration 59Q: 3 clusters Score -3550212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -3550216.000000 Penalty: 5098.456543
	Iteration 60F: 3 clusters Score -3550216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -3550221.750000 Penalty: 5098.456543
	Iteration 61Q: 3 clusters Score -3550222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -3550217.250000 Penalty: 5098.456543
	Iteration 62Q: 3 clusters Score -3550217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -3550220.250000 Penalty: 5098.456543
	Iteration 63Q: 3 clusters Score -3550220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -3550224.750000 Penalty: 5098.456543
	Iteration 64Q: 3 clusters Score -3550225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -3550225.750000 Penalty: 5098.456543
	Iteration 65Q: 3 clusters Score -3550226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -3550229.250000 Penalty: 5098.456543
	Iteration 66Q: 3 clusters Score -3550229 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -3550225.500000 Penalty: 5098.456543
	Iteration 67Q: 3 clusters Score -3550226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -3550230.250000 Penalty: 5098.456543
	Iteration 68Q: 3 clusters Score -3550230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -3550232.000000 Penalty: 5098.456543
	Iteration 69Q: 3 clusters Score -3550232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -3550237.000000 Penalty: 5098.456543
	Iteration 70Q: 3 clusters Score -3550237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -3550234.000000 Penalty: 5098.456543
	Iteration 71Q: 3 clusters Score -3550234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -3550230.250000 Penalty: 5098.456543
	Iteration 72Q: 3 clusters Score -3550230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -3550232.000000 Penalty: 5098.456543
	Iteration 73Q: 3 clusters Score -3550232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -3550238.500000 Penalty: 5098.456543
	Iteration 74Q: 3 clusters Score -3550238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -3550235.250000 Penalty: 5098.456543
	Iteration 75Q: 3 clusters Score -3550235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -3550234.750000 Penalty: 5098.456543
	Iteration 76Q: 3 clusters Score -3550235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -3550238.750000 Penalty: 5098.456543
	Iteration 77Q: 3 clusters Score -3550239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -3550241.250000 Penalty: 5098.456543
	Iteration 78Q: 3 clusters Score -3550241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26871 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -3550242.500000 Penalty: 5098.456543
	Iteration 79Q: 3 clusters Score -3550242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -3550239.500000 Penalty: 5098.456543
	Iteration 80F: 3 clusters Score -3550240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -3550251.000000 Penalty: 5098.456543
	Iteration 81Q: 3 clusters Score -3550251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -3550250.750000 Penalty: 5098.456543
	Iteration 82Q: 3 clusters Score -3550251 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -3550248.500000 Penalty: 5098.456543
	Iteration 83Q: 3 clusters Score -3550248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -3550252.750000 Penalty: 5098.456543
	Iteration 84Q: 3 clusters Score -3550253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -3550256.000000 Penalty: 5098.456543
	Iteration 85Q: 3 clusters Score -3550256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -3550257.750000 Penalty: 5098.456543
	Iteration 86Q: 3 clusters Score -3550258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26959 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -3550265.500000 Penalty: 5098.456543
	Iteration 87Q: 3 clusters Score -3550266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -3550264.250000 Penalty: 5098.456543
	Iteration 88Q: 3 clusters Score -3550264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -3550270.750000 Penalty: 5098.456543
	Iteration 89Q: 3 clusters Score -3550271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -3550270.750000 Penalty: 5098.456543
	Iteration 90Q: 3 clusters Score -3550271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -3550275.250000 Penalty: 5098.456543
	Iteration 91Q: 3 clusters Score -3550275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -3550270.250000 Penalty: 5098.456543
	Iteration 92Q: 3 clusters Score -3550270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -3550272.750000 Penalty: 5098.456543
	Iteration 93Q: 3 clusters Score -3550273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3550280.750000 Penalty: 5098.456543
	Iteration 94Q: 3 clusters Score -3550281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -3550279.250000 Penalty: 5098.456543
	Iteration 95Q: 3 clusters Score -3550279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -3550283.750000 Penalty: 5098.456543
	Iteration 96Q: 3 clusters Score -3550284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27053 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -3550287.750000 Penalty: 5098.456543
	Iteration 97Q: 3 clusters Score -3550288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -3550286.250000 Penalty: 5098.456543
	Iteration 98Q: 3 clusters Score -3550286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -3550282.000000 Penalty: 5098.456543
	Iteration 99Q: 3 clusters Score -3550282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -3550289.000000 Penalty: 5098.456543
	Iteration 100F: 3 clusters Score -3550289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -3550283.750000 Penalty: 5098.456543
	Iteration 101Q: 3 clusters Score -3550284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -3550287.250000 Penalty: 5098.456543
	Iteration 102Q: 3 clusters Score -3550287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -3550286.000000 Penalty: 5098.456543
	Iteration 103Q: 3 clusters Score -3550286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -3550285.000000 Penalty: 5098.456543
	Iteration 104Q: 3 clusters Score -3550285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -3550284.500000 Penalty: 5098.456543
	Iteration 105Q: 3 clusters Score -3550284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -3550282.500000 Penalty: 5098.456543
	Iteration 106Q: 3 clusters Score -3550282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -3550286.000000 Penalty: 5098.456543
	Iteration 107Q: 3 clusters Score -3550286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -3550288.500000 Penalty: 5098.456543
	Iteration 108Q: 3 clusters Score -3550288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -3550288.500000 Penalty: 5098.456543
	Iteration 109F: 3 clusters Score -3550288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Entering Unmasked Estep 
Score: -1656792.750000 Penalty: 2364.166992
	Iteration 0F: 2 clusters Score -1656793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1646808.375000 Penalty: 4728.333984
	Iteration 0F: 3 clusters Score -1646808 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1650234.500000 Penalty: 4728.333984
	Iteration 1F: 3 clusters Score -1650234 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1650971.375000 Penalty: 4728.333984
	Iteration 2F: 3 clusters Score -1650971 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1651679.375000 Penalty: 4728.333984
	Iteration 3F: 3 clusters Score -1651679 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1652427.500000 Penalty: 4728.333984
	Iteration 4F: 3 clusters Score -1652428 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1653081.250000 Penalty: 4728.333984
	Iteration 5F: 3 clusters Score -1653081 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1653655.375000 Penalty: 4728.333984
	Iteration 6F: 3 clusters Score -1653655 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1654148.750000 Penalty: 4728.333984
	Iteration 7Q: 3 clusters Score -1654149 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1654535.375000 Penalty: 4728.333984
	Iteration 8Q: 3 clusters Score -1654535 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1654818.500000 Penalty: 4728.333984
	Iteration 9Q: 3 clusters Score -1654818 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1654974.375000 Penalty: 4728.333984
	Iteration 10Q: 3 clusters Score -1654974 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1655083.750000 Penalty: 4728.333984
	Iteration 11Q: 3 clusters Score -1655084 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1655163.250000 Penalty: 4728.333984
	Iteration 12Q: 3 clusters Score -1655163 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1655227.375000 Penalty: 4728.333984
	Iteration 13Q: 3 clusters Score -1655227 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1655280.000000 Penalty: 4728.333984
	Iteration 14Q: 3 clusters Score -1655280 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1655334.500000 Penalty: 4728.333984
	Iteration 15Q: 3 clusters Score -1655334 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1655378.500000 Penalty: 4728.333984
	Iteration 16Q: 3 clusters Score -1655378 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1655419.250000 Penalty: 4728.333984
	Iteration 17Q: 3 clusters Score -1655419 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1655453.625000 Penalty: 4728.333984
	Iteration 18Q: 3 clusters Score -1655454 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1655498.750000 Penalty: 4728.333984
	Iteration 19Q: 3 clusters Score -1655499 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1655524.875000 Penalty: 4728.333984
	Iteration 20F: 3 clusters Score -1655525 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1655565.500000 Penalty: 4728.333984
	Iteration 21Q: 3 clusters Score -1655566 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1655600.000000 Penalty: 4728.333984
	Iteration 22Q: 3 clusters Score -1655600 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1655637.000000 Penalty: 4728.333984
	Iteration 23Q: 3 clusters Score -1655637 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1655671.375000 Penalty: 4728.333984
	Iteration 24Q: 3 clusters Score -1655671 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1655704.750000 Penalty: 4728.333984
	Iteration 25Q: 3 clusters Score -1655705 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1655724.625000 Penalty: 4728.333984
	Iteration 26Q: 3 clusters Score -1655725 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1655748.875000 Penalty: 4728.333984
	Iteration 27Q: 3 clusters Score -1655749 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1655773.000000 Penalty: 4728.333984
	Iteration 28Q: 3 clusters Score -1655773 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1655789.125000 Penalty: 4728.333984
	Iteration 29Q: 3 clusters Score -1655789 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1655812.375000 Penalty: 4728.333984
	Iteration 30Q: 3 clusters Score -1655812 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1655815.375000 Penalty: 4728.333984
	Iteration 31Q: 3 clusters Score -1655815 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1655828.250000 Penalty: 4728.333984
	Iteration 32Q: 3 clusters Score -1655828 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1655842.125000 Penalty: 4728.333984
	Iteration 33Q: 3 clusters Score -1655842 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1655849.875000 Penalty: 4728.333984
	Iteration 34Q: 3 clusters Score -1655850 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1655851.000000 Penalty: 4728.333984
	Iteration 35Q: 3 clusters Score -1655851 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1655861.375000 Penalty: 4728.333984
	Iteration 36Q: 3 clusters Score -1655861 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1655869.500000 Penalty: 4728.333984
	Iteration 37Q: 3 clusters Score -1655870 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1655872.750000 Penalty: 4728.333984
	Iteration 38Q: 3 clusters Score -1655873 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1655884.000000 Penalty: 4728.333984
	Iteration 39Q: 3 clusters Score -1655884 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1655887.000000 Penalty: 4728.333984
	Iteration 40F: 3 clusters Score -1655887 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1655891.250000 Penalty: 4728.333984
	Iteration 41Q: 3 clusters Score -1655891 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1655897.875000 Penalty: 4728.333984
	Iteration 42Q: 3 clusters Score -1655898 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1655908.375000 Penalty: 4728.333984
	Iteration 43Q: 3 clusters Score -1655908 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1655919.125000 Penalty: 4728.333984
	Iteration 44Q: 3 clusters Score -1655919 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1655927.125000 Penalty: 4728.333984
	Iteration 45Q: 3 clusters Score -1655927 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1655935.875000 Penalty: 4728.333984
	Iteration 46Q: 3 clusters Score -1655936 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1655949.125000 Penalty: 4728.333984
	Iteration 47Q: 3 clusters Score -1655949 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1655958.750000 Penalty: 4728.333984
	Iteration 48Q: 3 clusters Score -1655959 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1655967.125000 Penalty: 4728.333984
	Iteration 49Q: 3 clusters Score -1655967 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1655965.750000 Penalty: 4728.333984
	Iteration 50Q: 3 clusters Score -1655966 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1655974.125000 Penalty: 4728.333984
	Iteration 51Q: 3 clusters Score -1655974 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1655979.750000 Penalty: 4728.333984
	Iteration 52Q: 3 clusters Score -1655980 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1655988.125000 Penalty: 4728.333984
	Iteration 53Q: 3 clusters Score -1655988 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1655994.750000 Penalty: 4728.333984
	Iteration 54Q: 3 clusters Score -1655995 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1656010.000000 Penalty: 4728.333984
	Iteration 55Q: 3 clusters Score -1656010 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1656011.500000 Penalty: 4728.333984
	Iteration 56Q: 3 clusters Score -1656012 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1656025.500000 Penalty: 4728.333984
	Iteration 57Q: 3 clusters Score -1656026 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1656029.500000 Penalty: 4728.333984
	Iteration 58Q: 3 clusters Score -1656030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1656038.000000 Penalty: 4728.333984
	Iteration 59Q: 3 clusters Score -1656038 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1656067.500000 Penalty: 4728.333984
	Iteration 60F: 3 clusters Score -1656068 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1656101.000000 Penalty: 4728.333984
	Iteration 61Q: 3 clusters Score -1656101 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1656144.625000 Penalty: 4728.333984
	Iteration 62Q: 3 clusters Score -1656145 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1656182.000000 Penalty: 4728.333984
	Iteration 63Q: 3 clusters Score -1656182 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1656208.625000 Penalty: 4728.333984
	Iteration 64Q: 3 clusters Score -1656209 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1656228.125000 Penalty: 4728.333984
	Iteration 65Q: 3 clusters Score -1656228 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1656236.125000 Penalty: 4728.333984
	Iteration 66Q: 3 clusters Score -1656236 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1656241.500000 Penalty: 4728.333984
	Iteration 67Q: 3 clusters Score -1656242 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1656243.000000 Penalty: 4728.333984
	Iteration 68Q: 3 clusters Score -1656243 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1656244.250000 Penalty: 4728.333984
	Iteration 69Q: 3 clusters Score -1656244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1656249.375000 Penalty: 4728.333984
	Iteration 70Q: 3 clusters Score -1656249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1656248.125000 Penalty: 4728.333984
	Iteration 71Q: 3 clusters Score -1656248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1656248.250000 Penalty: 4728.333984
	Iteration 72Q: 3 clusters Score -1656248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1656249.125000 Penalty: 4728.333984
	Iteration 73Q: 3 clusters Score -1656249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1656249.125000 Penalty: 4728.333984
	Iteration 74F: 3 clusters Score -1656249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Entering Unmasked Estep 
Score: -696201.375000 Penalty: 2150.776611
	Iteration 0F: 2 clusters Score -696201.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -691120.625000 Penalty: 4301.553223
	Iteration 0F: 3 clusters Score -691120.6 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -692342.625000 Penalty: 4301.553223
	Iteration 1F: 3 clusters Score -692342.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -692582.125000 Penalty: 4301.553223
	Iteration 2F: 3 clusters Score -692582.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -692752.875000 Penalty: 4301.553223
	Iteration 3F: 3 clusters Score -692752.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -692857.625000 Penalty: 4301.553223
	Iteration 4Q: 3 clusters Score -692857.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -692944.937500 Penalty: 4301.553223
	Iteration 5Q: 3 clusters Score -692944.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -693012.250000 Penalty: 4301.553223
	Iteration 6Q: 3 clusters Score -693012.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -693072.562500 Penalty: 4301.553223
	Iteration 7Q: 3 clusters Score -693072.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -693126.625000 Penalty: 4301.553223
	Iteration 8Q: 3 clusters Score -693126.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -693166.187500 Penalty: 4301.553223
	Iteration 9Q: 3 clusters Score -693166.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -693205.687500 Penalty: 4301.553223
	Iteration 10Q: 3 clusters Score -693205.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -693238.062500 Penalty: 4301.553223
	Iteration 11Q: 3 clusters Score -693238.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -693261.812500 Penalty: 4301.553223
	Iteration 12Q: 3 clusters Score -693261.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -693285.937500 Penalty: 4301.553223
	Iteration 13Q: 3 clusters Score -693285.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -693317.687500 Penalty: 4301.553223
	Iteration 14Q: 3 clusters Score -693317.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -693344.750000 Penalty: 4301.553223
	Iteration 15Q: 3 clusters Score -693344.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -693371.250000 Penalty: 4301.553223
	Iteration 16Q: 3 clusters Score -693371.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -693407.625000 Penalty: 4301.553223
	Iteration 17Q: 3 clusters Score -693407.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -693446.937500 Penalty: 4301.553223
	Iteration 18Q: 3 clusters Score -693446.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -693477.562500 Penalty: 4301.553223
	Iteration 19Q: 3 clusters Score -693477.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -693518.375000 Penalty: 4301.553223
	Iteration 20F: 3 clusters Score -693518.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -693554.625000 Penalty: 4301.553223
	Iteration 21Q: 3 clusters Score -693554.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -693587.750000 Penalty: 4301.553223
	Iteration 22Q: 3 clusters Score -693587.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -693620.500000 Penalty: 4301.553223
	Iteration 23Q: 3 clusters Score -693620.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -693645.937500 Penalty: 4301.553223
	Iteration 24Q: 3 clusters Score -693645.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -693671.375000 Penalty: 4301.553223
	Iteration 25Q: 3 clusters Score -693671.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -693692.375000 Penalty: 4301.553223
	Iteration 26Q: 3 clusters Score -693692.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -693707.437500 Penalty: 4301.553223
	Iteration 27Q: 3 clusters Score -693707.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -693722.937500 Penalty: 4301.553223
	Iteration 28Q: 3 clusters Score -693722.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -693741.125000 Penalty: 4301.553223
	Iteration 29Q: 3 clusters Score -693741.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -693760.125000 Penalty: 4301.553223
	Iteration 30Q: 3 clusters Score -693760.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -693774.000000 Penalty: 4301.553223
	Iteration 31Q: 3 clusters Score -693774 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -693790.625000 Penalty: 4301.553223
	Iteration 32Q: 3 clusters Score -693790.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -693806.687500 Penalty: 4301.553223
	Iteration 33Q: 3 clusters Score -693806.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -693820.875000 Penalty: 4301.553223
	Iteration 34Q: 3 clusters Score -693820.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -693841.062500 Penalty: 4301.553223
	Iteration 35Q: 3 clusters Score -693841.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -693857.250000 Penalty: 4301.553223
	Iteration 36Q: 3 clusters Score -693857.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -693871.000000 Penalty: 4301.553223
	Iteration 37Q: 3 clusters Score -693871 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -693887.937500 Penalty: 4301.553223
	Iteration 38Q: 3 clusters Score -693887.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -693908.312500 Penalty: 4301.553223
	Iteration 39Q: 3 clusters Score -693908.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -693926.500000 Penalty: 4301.553223
	Iteration 40F: 3 clusters Score -693926.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -693940.562500 Penalty: 4301.553223
	Iteration 41Q: 3 clusters Score -693940.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -693950.937500 Penalty: 4301.553223
	Iteration 42Q: 3 clusters Score -693950.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -693962.750000 Penalty: 4301.553223
	Iteration 43Q: 3 clusters Score -693962.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -693978.375000 Penalty: 4301.553223
	Iteration 44Q: 3 clusters Score -693978.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -693992.562500 Penalty: 4301.553223
	Iteration 45Q: 3 clusters Score -693992.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -694006.250000 Penalty: 4301.553223
	Iteration 46Q: 3 clusters Score -694006.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -694019.250000 Penalty: 4301.553223
	Iteration 47Q: 3 clusters Score -694019.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -694029.875000 Penalty: 4301.553223
	Iteration 48Q: 3 clusters Score -694029.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -694043.062500 Penalty: 4301.553223
	Iteration 49Q: 3 clusters Score -694043.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -694055.375000 Penalty: 4301.553223
	Iteration 50Q: 3 clusters Score -694055.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -694069.750000 Penalty: 4301.553223
	Iteration 51Q: 3 clusters Score -694069.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -694083.250000 Penalty: 4301.553223
	Iteration 52Q: 3 clusters Score -694083.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -694099.125000 Penalty: 4301.553223
	Iteration 53Q: 3 clusters Score -694099.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -694111.312500 Penalty: 4301.553223
	Iteration 54Q: 3 clusters Score -694111.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -694123.875000 Penalty: 4301.553223
	Iteration 55Q: 3 clusters Score -694123.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -694136.437500 Penalty: 4301.553223
	Iteration 56Q: 3 clusters Score -694136.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -694147.437500 Penalty: 4301.553223
	Iteration 57Q: 3 clusters Score -694147.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -694159.500000 Penalty: 4301.553223
	Iteration 58Q: 3 clusters Score -694159.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -694169.375000 Penalty: 4301.553223
	Iteration 59Q: 3 clusters Score -694169.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -694182.062500 Penalty: 4301.553223
	Iteration 60F: 3 clusters Score -694182.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -694198.812500 Penalty: 4301.553223
	Iteration 61Q: 3 clusters Score -694198.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -694213.125000 Penalty: 4301.553223
	Iteration 62Q: 3 clusters Score -694213.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -694223.437500 Penalty: 4301.553223
	Iteration 63Q: 3 clusters Score -694223.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -694230.875000 Penalty: 4301.553223
	Iteration 64Q: 3 clusters Score -694230.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -694240.187500 Penalty: 4301.553223
	Iteration 65Q: 3 clusters Score -694240.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -694248.062500 Penalty: 4301.553223
	Iteration 66Q: 3 clusters Score -694248.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -694253.312500 Penalty: 4301.553223
	Iteration 67Q: 3 clusters Score -694253.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -694257.062500 Penalty: 4301.553223
	Iteration 68Q: 3 clusters Score -694257.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -694260.062500 Penalty: 4301.553223
	Iteration 69Q: 3 clusters Score -694260.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -694262.500000 Penalty: 4301.553223
	Iteration 70Q: 3 clusters Score -694262.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -694265.187500 Penalty: 4301.553223
	Iteration 71Q: 3 clusters Score -694265.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -694269.937500 Penalty: 4301.553223
	Iteration 72Q: 3 clusters Score -694269.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -694270.187500 Penalty: 4301.553223
	Iteration 73Q: 3 clusters Score -694270.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -694271.625000 Penalty: 4301.553223
	Iteration 74Q: 3 clusters Score -694271.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -694274.437500 Penalty: 4301.553223
	Iteration 75Q: 3 clusters Score -694274.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -694277.875000 Penalty: 4301.553223
	Iteration 76Q: 3 clusters Score -694277.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -694280.437500 Penalty: 4301.553223
	Iteration 77Q: 3 clusters Score -694280.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -694283.875000 Penalty: 4301.553223
	Iteration 78Q: 3 clusters Score -694283.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -694284.687500 Penalty: 4301.553223
	Iteration 79Q: 3 clusters Score -694284.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -694288.625000 Penalty: 4301.553223
	Iteration 80F: 3 clusters Score -694288.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -694292.750000 Penalty: 4301.553223
	Iteration 81Q: 3 clusters Score -694292.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -694295.312500 Penalty: 4301.553223
	Iteration 82Q: 3 clusters Score -694295.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -694297.250000 Penalty: 4301.553223
	Iteration 83Q: 3 clusters Score -694297.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -694299.937500 Penalty: 4301.553223
	Iteration 84Q: 3 clusters Score -694299.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -694301.375000 Penalty: 4301.553223
	Iteration 85Q: 3 clusters Score -694301.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -694300.500000 Penalty: 4301.553223
	Iteration 86Q: 3 clusters Score -694300.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -694300.562500 Penalty: 4301.553223
	Iteration 87Q: 3 clusters Score -694300.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -694302.437500 Penalty: 4301.553223
	Iteration 88Q: 3 clusters Score -694302.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -694304.625000 Penalty: 4301.553223
	Iteration 89Q: 3 clusters Score -694304.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -694306.187500 Penalty: 4301.553223
	Iteration 90Q: 3 clusters Score -694306.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -694306.437500 Penalty: 4301.553223
	Iteration 91Q: 3 clusters Score -694306.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -694306.812500 Penalty: 4301.553223
	Iteration 92Q: 3 clusters Score -694306.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -694306.812500 Penalty: 4301.553223
	Iteration 93F: 3 clusters Score -694306.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (55432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55432 members 
Entering Unmasked Estep 
Score: -6782076.000000 Penalty: 2708.882324
	Iteration 0F: 2 clusters Score -6782076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -6744729.500000 Penalty: 5417.764648
	Iteration 0F: 3 clusters Score -6744730 nChanged 25660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -6759178.500000 Penalty: 5417.764648
	Iteration 1F: 3 clusters Score -6759178 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -6759771.000000 Penalty: 5417.764648
	Iteration 2Q: 3 clusters Score -6759771 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -6760389.500000 Penalty: 5417.764648
	Iteration 3Q: 3 clusters Score -6760390 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27986 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -6760986.000000 Penalty: 5417.764648
	Iteration 4Q: 3 clusters Score -6760986 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28233 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -6761619.500000 Penalty: 5417.764648
	Iteration 5Q: 3 clusters Score -6761620 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -6762426.000000 Penalty: 5417.764648
	Iteration 6Q: 3 clusters Score -6762426 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -6763281.000000 Penalty: 5417.764648
	Iteration 7Q: 3 clusters Score -6763281 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29384 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -6764257.000000 Penalty: 5417.764648
	Iteration 8Q: 3 clusters Score -6764257 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -6765417.500000 Penalty: 5417.764648
	Iteration 9Q: 3 clusters Score -6765418 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30427 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -6766663.000000 Penalty: 5417.764648
	Iteration 10Q: 3 clusters Score -6766663 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -6768192.500000 Penalty: 5417.764648
	Iteration 11Q: 3 clusters Score -6768192 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -6769869.500000 Penalty: 5417.764648
	Iteration 12Q: 3 clusters Score -6769870 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -6771114.000000 Penalty: 5417.764648
	Iteration 13Q: 3 clusters Score -6771114 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -6771838.000000 Penalty: 5417.764648
	Iteration 14Q: 3 clusters Score -6771838 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -6772226.000000 Penalty: 5417.764648
	Iteration 15Q: 3 clusters Score -6772226 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32392 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -6772474.500000 Penalty: 5417.764648
	Iteration 16Q: 3 clusters Score -6772474 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32640 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -6772682.000000 Penalty: 5417.764648
	Iteration 17Q: 3 clusters Score -6772682 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32850 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -6772825.000000 Penalty: 5417.764648
	Iteration 18Q: 3 clusters Score -6772825 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -6772971.000000 Penalty: 5417.764648
	Iteration 19Q: 3 clusters Score -6772971 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33136 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -6773085.500000 Penalty: 5417.764648
	Iteration 20F: 3 clusters Score -6773086 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33244 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -6773218.000000 Penalty: 5417.764648
	Iteration 21Q: 3 clusters Score -6773218 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33338 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -6773381.000000 Penalty: 5417.764648
	Iteration 22Q: 3 clusters Score -6773381 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33390 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -6773475.000000 Penalty: 5417.764648
	Iteration 23Q: 3 clusters Score -6773475 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33402 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -6773550.000000 Penalty: 5417.764648
	Iteration 24Q: 3 clusters Score -6773550 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33418 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -6773619.000000 Penalty: 5417.764648
	Iteration 25Q: 3 clusters Score -6773619 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33419 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -6773737.500000 Penalty: 5417.764648
	Iteration 26Q: 3 clusters Score -6773738 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33436 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -6773859.000000 Penalty: 5417.764648
	Iteration 27Q: 3 clusters Score -6773859 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -6773926.500000 Penalty: 5417.764648
	Iteration 28Q: 3 clusters Score -6773926 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33434 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -6773960.500000 Penalty: 5417.764648
	Iteration 29Q: 3 clusters Score -6773960 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33446 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -6774034.500000 Penalty: 5417.764648
	Iteration 30Q: 3 clusters Score -6774034 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -6774087.000000 Penalty: 5417.764648
	Iteration 31Q: 3 clusters Score -6774087 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -6774120.500000 Penalty: 5417.764648
	Iteration 32Q: 3 clusters Score -6774120 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33480 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -6774160.000000 Penalty: 5417.764648
	Iteration 33Q: 3 clusters Score -6774160 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33472 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -6774183.000000 Penalty: 5417.764648
	Iteration 34Q: 3 clusters Score -6774183 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -6774202.500000 Penalty: 5417.764648
	Iteration 35Q: 3 clusters Score -6774202 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -6774276.500000 Penalty: 5417.764648
	Iteration 36Q: 3 clusters Score -6774276 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33495 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33548 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6774308 nChanged 240
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6774310 nChanged 214
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6774342 nChanged 210
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Mstep: Class 1 contains 33738 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6774378 nChanged 176
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Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6774380 nChanged 156
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Mstep: Class 1 contains 33818 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6774386 nChanged 131
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Mstep: Class 1 contains 33849 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6774396 nChanged 109
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6774410 nChanged 111
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Mstep: Class 1 contains 33973 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6774434 nChanged 125
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34030 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6774448 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6774441 nChanged 124
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34140 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6774466 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34224 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6774453 nChanged 131
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Mstep: Class 1 contains 34285 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6774476 nChanged 117
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Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6774495 nChanged 108
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Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6774513 nChanged 105
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Mstep: Class 1 contains 34447 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6774510 nChanged 98
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Mstep: Class 1 contains 34511 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6774507 nChanged 86
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Mstep: Class 1 contains 34561 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6774534 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -6774518.500000 Penalty: 5417.764648
	Iteration 58Q: 3 clusters Score -6774518 nChanged 91
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Mstep: Class 1 contains 34655 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6774516 nChanged 91
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Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6774506 nChanged 102
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Mstep: Class 1 contains 34768 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6774508 nChanged 103
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Mstep: Class 1 contains 34829 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6774526 nChanged 90
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Mstep: Class 1 contains 34865 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6774513 nChanged 73
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Mstep: Class 1 contains 34904 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6774518 nChanged 66
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Mstep: Class 1 contains 34946 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6774520 nChanged 58
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Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6774521 nChanged 57
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Mstep: Class 1 contains 35015 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6774528 nChanged 43
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Mstep: Class 1 contains 35036 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6774534 nChanged 42
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Mstep: Class 1 contains 35058 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6774543 nChanged 46
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Mstep: Class 1 contains 35088 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6774556 nChanged 38
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Mstep: Class 1 contains 35110 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6774556 nChanged 36
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Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6774548 nChanged 38
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Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6774546 nChanged 46
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Mstep: Class 1 contains 35190 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6774542 nChanged 42
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Mstep: Class 1 contains 35216 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6774554 nChanged 43
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Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6774556 nChanged 43
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Mstep: Class 1 contains 35272 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35311 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6774566 nChanged 55
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Mstep: Class 1 contains 35354 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6774585 nChanged 52
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Mstep: Class 1 contains 35394 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6774586 nChanged 54
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Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6774575 nChanged 47
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Mstep: Class 1 contains 35457 members 
Mstep: Class 2 contains 19975 members 
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	Iteration 82Q: 3 clusters Score -6774566 nChanged 45
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Mstep: Class 1 contains 35484 members 
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	Iteration 83Q: 3 clusters Score -6774565 nChanged 35
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Mstep: Class 1 contains 35511 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6774577 nChanged 28
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Mstep: Class 1 contains 35529 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6774584 nChanged 28
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Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6774586 nChanged 25
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Mstep: Class 1 contains 35570 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6774591 nChanged 19
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Mstep: Class 1 contains 35583 members 
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	Iteration 88Q: 3 clusters Score -6774594 nChanged 19
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Mstep: Class 1 contains 35596 members 
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	Iteration 89Q: 3 clusters Score -6774601 nChanged 33
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Mstep: Class 1 contains 35621 members 
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	Iteration 90Q: 3 clusters Score -6774605 nChanged 32
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Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 19785 members 
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	Iteration 91Q: 3 clusters Score -6774608 nChanged 41
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Mstep: Class 1 contains 35678 members 
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	Iteration 92Q: 3 clusters Score -6774604 nChanged 36
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Mstep: Class 1 contains 35710 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6774622 nChanged 30
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Mstep: Class 1 contains 35734 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6774626 nChanged 37
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Mstep: Class 1 contains 35759 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6774632 nChanged 32
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Mstep: Class 1 contains 35783 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6774628 nChanged 36
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Mstep: Class 1 contains 35815 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6774620 nChanged 41
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Mstep: Class 1 contains 35848 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6774638 nChanged 40
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Mstep: Class 1 contains 35880 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6774627 nChanged 52
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Mstep: Class 1 contains 35924 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6774633 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35972 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6774646 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36004 members 
Mstep: Class 2 contains 19428 members 
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	Iteration 102Q: 3 clusters Score -6774649 nChanged 37
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Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6774628 nChanged 40
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Mstep: Class 1 contains 36067 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6774644 nChanged 36
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Mstep: Class 1 contains 36101 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6774652 nChanged 38
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Mstep: Class 1 contains 36133 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6774656 nChanged 45
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Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6774662 nChanged 37
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Mstep: Class 1 contains 36207 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6774666 nChanged 44
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Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6774656 nChanged 41
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Mstep: Class 1 contains 36284 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6774658 nChanged 36
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6774661 nChanged 44
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Mstep: Class 2 contains 19070 members 
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	Iteration 112Q: 3 clusters Score -6774656 nChanged 53
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	Iteration 113Q: 3 clusters Score -6774650 nChanged 52
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	Iteration 114Q: 3 clusters Score -6774645 nChanged 52
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	Iteration 115Q: 3 clusters Score -6774656 nChanged 62
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	Iteration 116Q: 3 clusters Score -6774660 nChanged 60
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	Iteration 117Q: 3 clusters Score -6774680 nChanged 53
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6774674 nChanged 53
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	Iteration 119Q: 3 clusters Score -6774683 nChanged 56
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Mstep: Class 1 contains 36753 members 
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	Iteration 120F: 3 clusters Score -6774680 nChanged 52
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	Iteration 121Q: 3 clusters Score -6774670 nChanged 60
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	Iteration 122Q: 3 clusters Score -6774664 nChanged 74
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	Iteration 123Q: 3 clusters Score -6774680 nChanged 74
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	Iteration 124Q: 3 clusters Score -6774664 nChanged 80
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6774682 nChanged 69
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	Iteration 126Q: 3 clusters Score -6774680 nChanged 56
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	Iteration 127Q: 3 clusters Score -6774688 nChanged 61
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	Iteration 128Q: 3 clusters Score -6774690 nChanged 81
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	Iteration 129Q: 3 clusters Score -6774704 nChanged 91
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -6774712 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37465 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -6774702 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37561 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -6774694 nChanged 104
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Mstep: Class 1 contains 37665 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -6774716 nChanged 132
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Mstep: Class 1 contains 37795 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -6774721 nChanged 133
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Mstep: Class 1 contains 37928 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -6774764 nChanged 139
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Mstep: Class 1 contains 38063 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38205 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -6774801 nChanged 142
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Mstep: Class 1 contains 38343 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -6774800 nChanged 136
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Mstep: Class 1 contains 38477 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -6774823 nChanged 138
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Mstep: Class 1 contains 38609 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -6774839 nChanged 125
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Mstep: Class 1 contains 38734 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -6774847 nChanged 125
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Mstep: Class 1 contains 38859 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -6774856 nChanged 147
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Mstep: Class 1 contains 39000 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -6774868 nChanged 155
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Mstep: Class 1 contains 39153 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -6774882 nChanged 155
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Mstep: Class 1 contains 39308 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -6774907 nChanged 178
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Mstep: Class 1 contains 39482 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -6774919 nChanged 201
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Mstep: Class 1 contains 39683 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -6774924 nChanged 228
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Mstep: Class 1 contains 39901 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -6774957 nChanged 258
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Mstep: Class 1 contains 40153 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -6775008 nChanged 274
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Mstep: Class 1 contains 40421 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -6775062 nChanged 283
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Mstep: Class 1 contains 40698 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -6775106 nChanged 297
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Mstep: Class 1 contains 40995 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -6775144 nChanged 315
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Mstep: Class 1 contains 41310 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -6775195 nChanged 316
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Mstep: Class 1 contains 41624 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -6775256 nChanged 327
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Mstep: Class 1 contains 41949 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -6775320 nChanged 324
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Mstep: Class 1 contains 42271 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -6775394 nChanged 336
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42605 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -6775424 nChanged 331
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42936 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -6775458 nChanged 317
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Mstep: Class 1 contains 43251 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -6775498 nChanged 357
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Mstep: Class 1 contains 43604 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -6775592 nChanged 401
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Mstep: Class 1 contains 44001 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -6775674 nChanged 416
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Mstep: Class 1 contains 44413 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -6775760 nChanged 424
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Mstep: Class 1 contains 44835 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -6775846 nChanged 424
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Mstep: Class 1 contains 45259 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -6775943 nChanged 415
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Mstep: Class 1 contains 45674 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -6776050 nChanged 448
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Mstep: Class 1 contains 46122 members 
Mstep: Class 2 contains 9310 members 
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	Iteration 166Q: 3 clusters Score -6776148 nChanged 460
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Mstep: Class 1 contains 46582 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -6776275 nChanged 502
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Mstep: Class 1 contains 47082 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -6776420 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47618 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -6776582 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48204 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -6776814 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48791 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -6777066 nChanged 629
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49418 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -6777290 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50046 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -6777564 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50667 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -6777816 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51211 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -6778050 nChanged 499
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51704 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -6778261 nChanged 447
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52147 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -6778456 nChanged 381
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52522 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -6778604 nChanged 310
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52832 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -6778765 nChanged 286
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53112 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -6778878 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53370 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -6778999.000000 Penalty: 5417.764648
	Iteration 181Q: 3 clusters Score -6778999 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53594 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -6779112.500000 Penalty: 5417.764648
	Iteration 182Q: 3 clusters Score -6779112 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53788 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -6779206.000000 Penalty: 5417.764648
	Iteration 183Q: 3 clusters Score -6779206 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53965 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -6779346.000000 Penalty: 5417.764648
	Iteration 184Q: 3 clusters Score -6779346 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54098 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -6779420.000000 Penalty: 5417.764648
	Iteration 185Q: 3 clusters Score -6779420 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54193 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -6779494.000000 Penalty: 5417.764648
	Iteration 186Q: 3 clusters Score -6779494 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54275 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -6779552.000000 Penalty: 5417.764648
	Iteration 187Q: 3 clusters Score -6779552 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54355 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -6779601.000000 Penalty: 5417.764648
	Iteration 188Q: 3 clusters Score -6779601 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54413 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -6779632.500000 Penalty: 5417.764648
	Iteration 189Q: 3 clusters Score -6779632 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54455 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -6779645.000000 Penalty: 5417.764648
	Iteration 190Q: 3 clusters Score -6779645 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54489 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -6779663.500000 Penalty: 5417.764648
	Iteration 191Q: 3 clusters Score -6779664 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54513 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -6779680 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54533 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -6779694.000000 Penalty: 5417.764648
	Iteration 193Q: 3 clusters Score -6779694 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54553 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -6779710.000000 Penalty: 5417.764648
	Iteration 194Q: 3 clusters Score -6779710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54568 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -6779722.000000 Penalty: 5417.764648
	Iteration 195Q: 3 clusters Score -6779722 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54582 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -6779725.500000 Penalty: 5417.764648
	Iteration 196Q: 3 clusters Score -6779726 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54599 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -6779735.000000 Penalty: 5417.764648
	Iteration 197Q: 3 clusters Score -6779735 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54614 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -6779745.000000 Penalty: 5417.764648
	Iteration 198Q: 3 clusters Score -6779745 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54629 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -6779746.000000 Penalty: 5417.764648
	Iteration 199Q: 3 clusters Score -6779746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54640 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -6779745.000000 Penalty: 5417.764648
	Iteration 200F: 3 clusters Score -6779745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54649 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -6779752.000000 Penalty: 5417.764648
	Iteration 201Q: 3 clusters Score -6779752 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54664 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -6779751.000000 Penalty: 5417.764648
	Iteration 202Q: 3 clusters Score -6779751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54673 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -6779753.000000 Penalty: 5417.764648
	Iteration 203Q: 3 clusters Score -6779753 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54683 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -6779763.000000 Penalty: 5417.764648
	Iteration 204Q: 3 clusters Score -6779763 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54693 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -6779772.000000 Penalty: 5417.764648
	Iteration 205Q: 3 clusters Score -6779772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54700 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -6779772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54706 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -6779773.000000 Penalty: 5417.764648
	Iteration 207Q: 3 clusters Score -6779773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54709 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -6779774.000000 Penalty: 5417.764648
	Iteration 208Q: 3 clusters Score -6779774 nChanged 2
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Mstep: Class 1 contains 54711 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -6779776.500000 Penalty: 5417.764648
	Iteration 209Q: 3 clusters Score -6779776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54714 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -6779772.500000 Penalty: 5417.764648
	Iteration 210Q: 3 clusters Score -6779772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54719 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -6779781.500000 Penalty: 5417.764648
	Iteration 211Q: 3 clusters Score -6779782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54726 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -6779787.000000 Penalty: 5417.764648
	Iteration 212Q: 3 clusters Score -6779787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54732 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -6779780.500000 Penalty: 5417.764648
	Iteration 213Q: 3 clusters Score -6779780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54739 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -6779796.500000 Penalty: 5417.764648
	Iteration 214Q: 3 clusters Score -6779796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54742 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -6779793.500000 Penalty: 5417.764648
	Iteration 215Q: 3 clusters Score -6779794 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54741 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -6779794 nChanged 0
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Mstep: Class 1 contains 54741 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
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	Iteration 217F: 3 clusters Score -6779794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (26514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26514 members 
Entering Unmasked Estep 
Score: -3235816.750000 Penalty: 2525.986328
	Iteration 0F: 2 clusters Score -3235817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -3217683.250000 Penalty: 5051.972656
	Iteration 0F: 3 clusters Score -3217683 nChanged 11776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -3223980.000000 Penalty: 5051.972656
	Iteration 1F: 3 clusters Score -3223980 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -3224512 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -3225140.500000 Penalty: 5051.972656
	Iteration 3Q: 3 clusters Score -3225140 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -3225875.250000 Penalty: 5051.972656
	Iteration 4F: 3 clusters Score -3225875 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -3226841.000000 Penalty: 5051.972656
	Iteration 5F: 3 clusters Score -3226841 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -3228060.750000 Penalty: 5051.972656
	Iteration 6F: 3 clusters Score -3228061 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -3229529.250000 Penalty: 5051.972656
	Iteration 7F: 3 clusters Score -3229529 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -3231021.000000 Penalty: 5051.972656
	Iteration 8F: 3 clusters Score -3231021 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -3232314.500000 Penalty: 5051.972656
	Iteration 9F: 3 clusters Score -3232314 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -3233232.000000 Penalty: 5051.972656
	Iteration 10Q: 3 clusters Score -3233232 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -3233890.500000 Penalty: 5051.972656
	Iteration 11Q: 3 clusters Score -3233890 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -3234349.500000 Penalty: 5051.972656
	Iteration 12Q: 3 clusters Score -3234350 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -3234674.500000 Penalty: 5051.972656
	Iteration 13Q: 3 clusters Score -3234674 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -3234870.250000 Penalty: 5051.972656
	Iteration 14Q: 3 clusters Score -3234870 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -3235020.500000 Penalty: 5051.972656
	Iteration 15Q: 3 clusters Score -3235020 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -3235104.000000 Penalty: 5051.972656
	Iteration 16Q: 3 clusters Score -3235104 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -3235146.000000 Penalty: 5051.972656
	Iteration 17Q: 3 clusters Score -3235146 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3235186.750000 Penalty: 5051.972656
	Iteration 18Q: 3 clusters Score -3235187 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3235202.250000 Penalty: 5051.972656
	Iteration 19Q: 3 clusters Score -3235202 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3235219.000000 Penalty: 5051.972656
	Iteration 20F: 3 clusters Score -3235219 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3235224.750000 Penalty: 5051.972656
	Iteration 21Q: 3 clusters Score -3235225 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3235236.250000 Penalty: 5051.972656
	Iteration 22Q: 3 clusters Score -3235236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3235234.500000 Penalty: 5051.972656
	Iteration 23Q: 3 clusters Score -3235234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3235240.750000 Penalty: 5051.972656
	Iteration 24Q: 3 clusters Score -3235241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3235245.000000 Penalty: 5051.972656
	Iteration 25Q: 3 clusters Score -3235245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3235244.500000 Penalty: 5051.972656
	Iteration 26Q: 3 clusters Score -3235244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3235256.000000 Penalty: 5051.972656
	Iteration 27Q: 3 clusters Score -3235256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3235260.000000 Penalty: 5051.972656
	Iteration 28Q: 3 clusters Score -3235260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3235266.000000 Penalty: 5051.972656
	Iteration 29Q: 3 clusters Score -3235266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -3235268.500000 Penalty: 5051.972656
	Iteration 30Q: 3 clusters Score -3235268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3235271.500000 Penalty: 5051.972656
	Iteration 31Q: 3 clusters Score -3235272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3235271.000000 Penalty: 5051.972656
	Iteration 32Q: 3 clusters Score -3235271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3235275.500000 Penalty: 5051.972656
	Iteration 33Q: 3 clusters Score -3235276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3235274.750000 Penalty: 5051.972656
	Iteration 34Q: 3 clusters Score -3235275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3235275.250000 Penalty: 5051.972656
	Iteration 35Q: 3 clusters Score -3235275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3235278.500000 Penalty: 5051.972656
	Iteration 36Q: 3 clusters Score -3235278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3235279.000000 Penalty: 5051.972656
	Iteration 37Q: 3 clusters Score -3235279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3235280.000000 Penalty: 5051.972656
	Iteration 38Q: 3 clusters Score -3235280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3235279.000000 Penalty: 5051.972656
	Iteration 39Q: 3 clusters Score -3235279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3235283.000000 Penalty: 5051.972656
	Iteration 40F: 3 clusters Score -3235283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3235282.250000 Penalty: 5051.972656
	Iteration 41Q: 3 clusters Score -3235282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3235283.250000 Penalty: 5051.972656
	Iteration 42Q: 3 clusters Score -3235283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3235283.250000 Penalty: 5051.972656
	Iteration 43Q: 3 clusters Score -3235283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3235283.250000 Penalty: 5051.972656
	Iteration 44F: 3 clusters Score -3235283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Entering Unmasked Estep 
Score: -1838674.750000 Penalty: 2393.075439
	Iteration 0F: 2 clusters Score -1838675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1827546.375000 Penalty: 4786.150879
	Iteration 0F: 3 clusters Score -1827546 nChanged 6755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1830993.125000 Penalty: 4786.150879
	Iteration 1F: 3 clusters Score -1830993 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1831349.875000 Penalty: 4786.150879
	Iteration 2F: 3 clusters Score -1831350 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1831649.500000 Penalty: 4786.150879
	Iteration 3F: 3 clusters Score -1831650 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1831904.000000 Penalty: 4786.150879
	Iteration 4Q: 3 clusters Score -1831904 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1832155.000000 Penalty: 4786.150879
	Iteration 5Q: 3 clusters Score -1832155 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1832438.375000 Penalty: 4786.150879
	Iteration 6Q: 3 clusters Score -1832438 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1832778.250000 Penalty: 4786.150879
	Iteration 7Q: 3 clusters Score -1832778 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1833196.625000 Penalty: 4786.150879
	Iteration 8Q: 3 clusters Score -1833197 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1833642.000000 Penalty: 4786.150879
	Iteration 9F: 3 clusters Score -1833642 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1834065.875000 Penalty: 4786.150879
	Iteration 10Q: 3 clusters Score -1834066 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1834519.375000 Penalty: 4786.150879
	Iteration 11Q: 3 clusters Score -1834519 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1834881.000000 Penalty: 4786.150879
	Iteration 12Q: 3 clusters Score -1834881 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -1835195.375000 Penalty: 4786.150879
	Iteration 13Q: 3 clusters Score -1835195 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -1835441.000000 Penalty: 4786.150879
	Iteration 14Q: 3 clusters Score -1835441 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -1835643.625000 Penalty: 4786.150879
	Iteration 15Q: 3 clusters Score -1835644 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -1835787.250000 Penalty: 4786.150879
	Iteration 16Q: 3 clusters Score -1835787 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -1835931.125000 Penalty: 4786.150879
	Iteration 17Q: 3 clusters Score -1835931 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -1836048.875000 Penalty: 4786.150879
	Iteration 18Q: 3 clusters Score -1836049 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -1836142.375000 Penalty: 4786.150879
	Iteration 19Q: 3 clusters Score -1836142 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -1836211.875000 Penalty: 4786.150879
	Iteration 20F: 3 clusters Score -1836212 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -1836280.375000 Penalty: 4786.150879
	Iteration 21Q: 3 clusters Score -1836280 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -1836342.125000 Penalty: 4786.150879
	Iteration 22Q: 3 clusters Score -1836342 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -1836383.375000 Penalty: 4786.150879
	Iteration 23Q: 3 clusters Score -1836383 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -1836415.750000 Penalty: 4786.150879
	Iteration 24Q: 3 clusters Score -1836416 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -1836443.500000 Penalty: 4786.150879
	Iteration 25Q: 3 clusters Score -1836444 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -1836460.000000 Penalty: 4786.150879
	Iteration 26Q: 3 clusters Score -1836460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -1836464.000000 Penalty: 4786.150879
	Iteration 27Q: 3 clusters Score -1836464 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -1836475.500000 Penalty: 4786.150879
	Iteration 28Q: 3 clusters Score -1836476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -1836492.625000 Penalty: 4786.150879
	Iteration 29Q: 3 clusters Score -1836493 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -1836496.375000 Penalty: 4786.150879
	Iteration 30Q: 3 clusters Score -1836496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -1836502.500000 Penalty: 4786.150879
	Iteration 31Q: 3 clusters Score -1836502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -1836502.125000 Penalty: 4786.150879
	Iteration 32Q: 3 clusters Score -1836502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -1836501.875000 Penalty: 4786.150879
	Iteration 33Q: 3 clusters Score -1836502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -1836507.000000 Penalty: 4786.150879
	Iteration 34Q: 3 clusters Score -1836507 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -1836516.000000 Penalty: 4786.150879
	Iteration 35Q: 3 clusters Score -1836516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -1836515.750000 Penalty: 4786.150879
	Iteration 36Q: 3 clusters Score -1836516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -1836515.875000 Penalty: 4786.150879
	Iteration 37Q: 3 clusters Score -1836516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -1836522.750000 Penalty: 4786.150879
	Iteration 38Q: 3 clusters Score -1836523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -1836521.000000 Penalty: 4786.150879
	Iteration 39Q: 3 clusters Score -1836521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -1836521.375000 Penalty: 4786.150879
	Iteration 40F: 3 clusters Score -1836521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -1836522.250000 Penalty: 4786.150879
	Iteration 41Q: 3 clusters Score -1836522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -1836526.375000 Penalty: 4786.150879
	Iteration 42Q: 3 clusters Score -1836526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -1836531.000000 Penalty: 4786.150879
	Iteration 43Q: 3 clusters Score -1836531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -1836531.750000 Penalty: 4786.150879
	Iteration 44Q: 3 clusters Score -1836532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -1836535.875000 Penalty: 4786.150879
	Iteration 45Q: 3 clusters Score -1836536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -1836538.125000 Penalty: 4786.150879
	Iteration 46Q: 3 clusters Score -1836538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -1836538.625000 Penalty: 4786.150879
	Iteration 47Q: 3 clusters Score -1836539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -1836536.750000 Penalty: 4786.150879
	Iteration 48Q: 3 clusters Score -1836537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -1836538.625000 Penalty: 4786.150879
	Iteration 49Q: 3 clusters Score -1836539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -1836538.875000 Penalty: 4786.150879
	Iteration 50Q: 3 clusters Score -1836539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -1836538.875000 Penalty: 4786.150879
	Iteration 51Q: 3 clusters Score -1836539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -1836543.000000 Penalty: 4786.150879
	Iteration 52Q: 3 clusters Score -1836543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -1836543.625000 Penalty: 4786.150879
	Iteration 53Q: 3 clusters Score -1836544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -1836544.500000 Penalty: 4786.150879
	Iteration 54Q: 3 clusters Score -1836544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -1836545.375000 Penalty: 4786.150879
	Iteration 55Q: 3 clusters Score -1836545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -1836544.375000 Penalty: 4786.150879
	Iteration 56Q: 3 clusters Score -1836544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -1836545.625000 Penalty: 4786.150879
	Iteration 57Q: 3 clusters Score -1836546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -1836552.250000 Penalty: 4786.150879
	Iteration 58Q: 3 clusters Score -1836552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -1836551.625000 Penalty: 4786.150879
	Iteration 59Q: 3 clusters Score -1836552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -1836551.625000 Penalty: 4786.150879
	Iteration 60F: 3 clusters Score -1836552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -1836554.625000 Penalty: 4786.150879
	Iteration 61Q: 3 clusters Score -1836555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -1836554.625000 Penalty: 4786.150879
	Iteration 62Q: 3 clusters Score -1836555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -1836557.625000 Penalty: 4786.150879
	Iteration 63Q: 3 clusters Score -1836558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -1836557.500000 Penalty: 4786.150879
	Iteration 64Q: 3 clusters Score -1836558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -1836562.375000 Penalty: 4786.150879
	Iteration 65Q: 3 clusters Score -1836562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -1836565.625000 Penalty: 4786.150879
	Iteration 66Q: 3 clusters Score -1836566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -1836567.250000 Penalty: 4786.150879
	Iteration 67Q: 3 clusters Score -1836567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -1836569.625000 Penalty: 4786.150879
	Iteration 68Q: 3 clusters Score -1836570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -1836571.500000 Penalty: 4786.150879
	Iteration 69Q: 3 clusters Score -1836572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -1836571.375000 Penalty: 4786.150879
	Iteration 70Q: 3 clusters Score -1836571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -1836574.375000 Penalty: 4786.150879
	Iteration 71Q: 3 clusters Score -1836574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -1836576.875000 Penalty: 4786.150879
	Iteration 72Q: 3 clusters Score -1836577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -1836577.125000 Penalty: 4786.150879
	Iteration 73Q: 3 clusters Score -1836577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -1836578.000000 Penalty: 4786.150879
	Iteration 74Q: 3 clusters Score -1836578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -1836576.875000 Penalty: 4786.150879
	Iteration 75Q: 3 clusters Score -1836577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -1836576.875000 Penalty: 4786.150879
	Iteration 76F: 3 clusters Score -1836577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Entering Unmasked Estep 
Score: -1165690.375000 Penalty: 2287.146973
	Iteration 0F: 2 clusters Score -1165690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1157954.875000 Penalty: 4574.293945
	Iteration 0F: 3 clusters Score -1157955 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1160298.250000 Penalty: 4574.293945
	Iteration 1F: 3 clusters Score -1160298 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1160766.875000 Penalty: 4574.293945
	Iteration 2F: 3 clusters Score -1160767 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1161146.625000 Penalty: 4574.293945
	Iteration 3F: 3 clusters Score -1161147 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1161464.000000 Penalty: 4574.293945
	Iteration 4F: 3 clusters Score -1161464 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1161746.750000 Penalty: 4574.293945
	Iteration 5Q: 3 clusters Score -1161747 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1161971.000000 Penalty: 4574.293945
	Iteration 6Q: 3 clusters Score -1161971 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1162191.500000 Penalty: 4574.293945
	Iteration 7Q: 3 clusters Score -1162192 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1162461.750000 Penalty: 4574.293945
	Iteration 8Q: 3 clusters Score -1162462 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1162706.875000 Penalty: 4574.293945
	Iteration 9Q: 3 clusters Score -1162707 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1162925.375000 Penalty: 4574.293945
	Iteration 10Q: 3 clusters Score -1162925 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1163108.125000 Penalty: 4574.293945
	Iteration 11Q: 3 clusters Score -1163108 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1163261.000000 Penalty: 4574.293945
	Iteration 12Q: 3 clusters Score -1163261 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1163364.250000 Penalty: 4574.293945
	Iteration 13Q: 3 clusters Score -1163364 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1163445.000000 Penalty: 4574.293945
	Iteration 14Q: 3 clusters Score -1163445 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1163510.125000 Penalty: 4574.293945
	Iteration 15Q: 3 clusters Score -1163510 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1163553.000000 Penalty: 4574.293945
	Iteration 16Q: 3 clusters Score -1163553 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1163583.625000 Penalty: 4574.293945
	Iteration 17Q: 3 clusters Score -1163584 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1163611.625000 Penalty: 4574.293945
	Iteration 18Q: 3 clusters Score -1163612 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1163634.875000 Penalty: 4574.293945
	Iteration 19Q: 3 clusters Score -1163635 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1163650.875000 Penalty: 4574.293945
	Iteration 20F: 3 clusters Score -1163651 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1163668.750000 Penalty: 4574.293945
	Iteration 21Q: 3 clusters Score -1163669 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1163682.750000 Penalty: 4574.293945
	Iteration 22Q: 3 clusters Score -1163683 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1163692.750000 Penalty: 4574.293945
	Iteration 23Q: 3 clusters Score -1163693 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1163700.625000 Penalty: 4574.293945
	Iteration 24Q: 3 clusters Score -1163701 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1163708.500000 Penalty: 4574.293945
	Iteration 25Q: 3 clusters Score -1163708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1163712.000000 Penalty: 4574.293945
	Iteration 26Q: 3 clusters Score -1163712 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1163717.250000 Penalty: 4574.293945
	Iteration 27Q: 3 clusters Score -1163717 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1163720.375000 Penalty: 4574.293945
	Iteration 28Q: 3 clusters Score -1163720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1163725.375000 Penalty: 4574.293945
	Iteration 29Q: 3 clusters Score -1163725 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1163730.250000 Penalty: 4574.293945
	Iteration 30Q: 3 clusters Score -1163730 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1163739.125000 Penalty: 4574.293945
	Iteration 31Q: 3 clusters Score -1163739 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1163746.000000 Penalty: 4574.293945
	Iteration 32Q: 3 clusters Score -1163746 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1163748.375000 Penalty: 4574.293945
	Iteration 33Q: 3 clusters Score -1163748 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1163749.875000 Penalty: 4574.293945
	Iteration 34Q: 3 clusters Score -1163750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1163751.500000 Penalty: 4574.293945
	Iteration 35Q: 3 clusters Score -1163752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1163752.750000 Penalty: 4574.293945
	Iteration 36Q: 3 clusters Score -1163753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1163755.125000 Penalty: 4574.293945
	Iteration 37Q: 3 clusters Score -1163755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1163757.125000 Penalty: 4574.293945
	Iteration 38Q: 3 clusters Score -1163757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1163758.500000 Penalty: 4574.293945
	Iteration 39Q: 3 clusters Score -1163758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1163760.500000 Penalty: 4574.293945
	Iteration 40F: 3 clusters Score -1163760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1163761.500000 Penalty: 4574.293945
	Iteration 41Q: 3 clusters Score -1163762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1163761.500000 Penalty: 4574.293945
	Iteration 42F: 3 clusters Score -1163762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (193109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193109 members 
Entering Unmasked Estep 
Score: -23884430.000000 Penalty: 3018.410400
	Iteration 0F: 2 clusters Score -2.388443e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96528 members 
Mstep: Class 2 contains 96581 members 
Entering Unmasked Estep 
Score: -23756410.000000 Penalty: 6036.820801
	Iteration 0F: 3 clusters Score -2.375641e+07 nChanged 92606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93982 members 
Mstep: Class 2 contains 99127 members 
Entering Unmasked Estep 
Score: -23811796.000000 Penalty: 6036.820801
	Iteration 1F: 3 clusters Score -2.38118e+07 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92366 members 
Mstep: Class 2 contains 100743 members 
Entering Unmasked Estep 
Score: -23813144.000000 Penalty: 6036.820801
	Iteration 2Q: 3 clusters Score -2.381314e+07 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89913 members 
Mstep: Class 2 contains 103196 members 
Entering Unmasked Estep 
Score: -23814730.000000 Penalty: 6036.820801
	Iteration 3Q: 3 clusters Score -2.381473e+07 nChanged 6857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86180 members 
Mstep: Class 2 contains 106929 members 
Entering Unmasked Estep 
Score: -23816636.000000 Penalty: 6036.820801
	Iteration 4Q: 3 clusters Score -2.381664e+07 nChanged 8060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80774 members 
Mstep: Class 2 contains 112335 members 
Entering Unmasked Estep 
Score: -23819874.000000 Penalty: 6036.820801
	Iteration 5Q: 3 clusters Score -2.381987e+07 nChanged 9664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73306 members 
Mstep: Class 2 contains 119803 members 
Entering Unmasked Estep 
Score: -23824470.000000 Penalty: 6036.820801
	Iteration 6F: 3 clusters Score -2.382447e+07 nChanged 11463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63375 members 
Mstep: Class 2 contains 129734 members 
Entering Unmasked Estep 
Score: -23830914.000000 Penalty: 6036.820801
	Iteration 7F: 3 clusters Score -2.383091e+07 nChanged 13052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51225 members 
Mstep: Class 2 contains 141884 members 
Entering Unmasked Estep 
Score: -23839526.000000 Penalty: 6036.820801
	Iteration 8F: 3 clusters Score -2.383953e+07 nChanged 13874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37681 members 
Mstep: Class 2 contains 155428 members 
Entering Unmasked Estep 
Score: -23850680.000000 Penalty: 6036.820801
	Iteration 9F: 3 clusters Score -2.385068e+07 nChanged 13441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 168775 members 
Entering Unmasked Estep 
Score: -23862314.000000 Penalty: 6036.820801
	Iteration 10F: 3 clusters Score -2.386231e+07 nChanged 10870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 179631 members 
Entering Unmasked Estep 
Score: -23871750.000000 Penalty: 6036.820801
	Iteration 11F: 3 clusters Score -2.387175e+07 nChanged 7040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 186669 members 
Entering Unmasked Estep 
Score: -23877094.000000 Penalty: 6036.820801
	Iteration 12Q: 3 clusters Score -2.387709e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 190331 members 
Entering Unmasked Estep 
Score: -23879914.000000 Penalty: 6036.820801
	Iteration 13Q: 3 clusters Score -2.387991e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 191838 members 
Entering Unmasked Estep 
Score: -23880908.000000 Penalty: 6036.820801
	Iteration 14Q: 3 clusters Score -2.388091e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 192358 members 
Entering Unmasked Estep 
Score: -23881318.000000 Penalty: 6036.820801
	Iteration 15Q: 3 clusters Score -2.388132e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 192564 members 
Entering Unmasked Estep 
Score: -23881526.000000 Penalty: 6036.820801
	Iteration 16Q: 3 clusters Score -2.388153e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 192652 members 
Entering Unmasked Estep 
Score: -23881622.000000 Penalty: 6036.820801
	Iteration 17Q: 3 clusters Score -2.388162e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 192692 members 
Entering Unmasked Estep 
Score: -23881686.000000 Penalty: 6036.820801
	Iteration 18Q: 3 clusters Score -2.388169e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 192712 members 
Entering Unmasked Estep 
Score: -23881762.000000 Penalty: 6036.820801
	Iteration 19Q: 3 clusters Score -2.388176e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 192731 members 
Entering Unmasked Estep 
Score: -23881764.000000 Penalty: 6036.820801
	Iteration 20F: 3 clusters Score -2.388176e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 192739 members 
Entering Unmasked Estep 
Score: -23881798.000000 Penalty: 6036.820801
	Iteration 21Q: 3 clusters Score -2.38818e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 192745 members 
Entering Unmasked Estep 
Score: -23881792.000000 Penalty: 6036.820801
	Iteration 22Q: 3 clusters Score -2.388179e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 192750 members 
Entering Unmasked Estep 
Score: -23881806.000000 Penalty: 6036.820801
	Iteration 23Q: 3 clusters Score -2.388181e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 192753 members 
Entering Unmasked Estep 
Score: -23881812.000000 Penalty: 6036.820801
	Iteration 24Q: 3 clusters Score -2.388181e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 192755 members 
Entering Unmasked Estep 
Score: -23881798.000000 Penalty: 6036.820801
	Iteration 25Q: 3 clusters Score -2.38818e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 192755 members 
Entering Unmasked Estep 
Score: -23881810.000000 Penalty: 6036.820801
	Iteration 26Q: 3 clusters Score -2.388181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 192755 members 
Entering Unmasked Estep 
Score: -23881818.000000 Penalty: 6036.820801
	Iteration 27Q: 3 clusters Score -2.388182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 192758 members 
Entering Unmasked Estep 
Score: -23881822.000000 Penalty: 6036.820801
	Iteration 28Q: 3 clusters Score -2.388182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 192758 members 
Entering Unmasked Estep 
Score: -23881804.000000 Penalty: 6036.820801
	Iteration 29Q: 3 clusters Score -2.38818e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 192759 members 
Entering Unmasked Estep 
Score: -23881808.000000 Penalty: 6036.820801
	Iteration 30Q: 3 clusters Score -2.388181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 192761 members 
Entering Unmasked Estep 
Score: -23881824.000000 Penalty: 6036.820801
	Iteration 31Q: 3 clusters Score -2.388182e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 192761 members 
Entering Unmasked Estep 
Score: -23881824.000000 Penalty: 6036.820801
	Iteration 32F: 3 clusters Score -2.388182e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Entering Unmasked Estep 
Score: -1517828.250000 Penalty: 2345.559814
	Iteration 0F: 2 clusters Score -1517828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1508351.500000 Penalty: 4691.119629
	Iteration 0F: 3 clusters Score -1508352 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1511377.125000 Penalty: 4691.119629
	Iteration 1F: 3 clusters Score -1511377 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1511930.750000 Penalty: 4691.119629
	Iteration 2F: 3 clusters Score -1511931 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1512485.250000 Penalty: 4691.119629
	Iteration 3F: 3 clusters Score -1512485 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1512960.375000 Penalty: 4691.119629
	Iteration 4F: 3 clusters Score -1512960 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1513358.750000 Penalty: 4691.119629
	Iteration 5F: 3 clusters Score -1513359 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1513697.625000 Penalty: 4691.119629
	Iteration 6F: 3 clusters Score -1513698 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1513954.625000 Penalty: 4691.119629
	Iteration 7Q: 3 clusters Score -1513955 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1514146.750000 Penalty: 4691.119629
	Iteration 8Q: 3 clusters Score -1514147 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1514296.125000 Penalty: 4691.119629
	Iteration 9Q: 3 clusters Score -1514296 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1514437.250000 Penalty: 4691.119629
	Iteration 10Q: 3 clusters Score -1514437 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1514562.375000 Penalty: 4691.119629
	Iteration 11Q: 3 clusters Score -1514562 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1514709.625000 Penalty: 4691.119629
	Iteration 12Q: 3 clusters Score -1514710 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1514847.250000 Penalty: 4691.119629
	Iteration 13Q: 3 clusters Score -1514847 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1514971.875000 Penalty: 4691.119629
	Iteration 14Q: 3 clusters Score -1514972 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1515106.625000 Penalty: 4691.119629
	Iteration 15Q: 3 clusters Score -1515107 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1515260.125000 Penalty: 4691.119629
	Iteration 16Q: 3 clusters Score -1515260 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1515410.875000 Penalty: 4691.119629
	Iteration 17Q: 3 clusters Score -1515411 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1515600.250000 Penalty: 4691.119629
	Iteration 18Q: 3 clusters Score -1515600 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1515791.875000 Penalty: 4691.119629
	Iteration 19Q: 3 clusters Score -1515792 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1515976.500000 Penalty: 4691.119629
	Iteration 20F: 3 clusters Score -1515976 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1516110.625000 Penalty: 4691.119629
	Iteration 21Q: 3 clusters Score -1516111 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1516225.750000 Penalty: 4691.119629
	Iteration 22Q: 3 clusters Score -1516226 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1516306.375000 Penalty: 4691.119629
	Iteration 23Q: 3 clusters Score -1516306 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1516379.375000 Penalty: 4691.119629
	Iteration 24Q: 3 clusters Score -1516379 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1516447.000000 Penalty: 4691.119629
	Iteration 25Q: 3 clusters Score -1516447 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1516506.000000 Penalty: 4691.119629
	Iteration 26Q: 3 clusters Score -1516506 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1516578.250000 Penalty: 4691.119629
	Iteration 27Q: 3 clusters Score -1516578 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1516653.125000 Penalty: 4691.119629
	Iteration 28Q: 3 clusters Score -1516653 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1516718.375000 Penalty: 4691.119629
	Iteration 29Q: 3 clusters Score -1516718 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1516768.250000 Penalty: 4691.119629
	Iteration 30Q: 3 clusters Score -1516768 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1516796.125000 Penalty: 4691.119629
	Iteration 31Q: 3 clusters Score -1516796 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1516826.125000 Penalty: 4691.119629
	Iteration 32Q: 3 clusters Score -1516826 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1516838.625000 Penalty: 4691.119629
	Iteration 33Q: 3 clusters Score -1516839 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1516856.500000 Penalty: 4691.119629
	Iteration 34Q: 3 clusters Score -1516856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1516869.250000 Penalty: 4691.119629
	Iteration 35Q: 3 clusters Score -1516869 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1516877.625000 Penalty: 4691.119629
	Iteration 36Q: 3 clusters Score -1516878 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1516892.000000 Penalty: 4691.119629
	Iteration 37Q: 3 clusters Score -1516892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1516895.250000 Penalty: 4691.119629
	Iteration 38Q: 3 clusters Score -1516895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1516899.375000 Penalty: 4691.119629
	Iteration 39Q: 3 clusters Score -1516899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1516899.000000 Penalty: 4691.119629
	Iteration 40F: 3 clusters Score -1516899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1516901.875000 Penalty: 4691.119629
	Iteration 41Q: 3 clusters Score -1516902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1516905.000000 Penalty: 4691.119629
	Iteration 42Q: 3 clusters Score -1516905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -1516911.000000 Penalty: 4691.119629
	Iteration 43Q: 3 clusters Score -1516911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1516912.000000 Penalty: 4691.119629
	Iteration 44Q: 3 clusters Score -1516912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1516913.250000 Penalty: 4691.119629
	Iteration 45Q: 3 clusters Score -1516913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1516916.750000 Penalty: 4691.119629
	Iteration 46Q: 3 clusters Score -1516917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1516918.250000 Penalty: 4691.119629
	Iteration 47Q: 3 clusters Score -1516918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -1516923.500000 Penalty: 4691.119629
	Iteration 48Q: 3 clusters Score -1516924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1516923.750000 Penalty: 4691.119629
	Iteration 49Q: 3 clusters Score -1516924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1516923.750000 Penalty: 4691.119629
	Iteration 50Q: 3 clusters Score -1516924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1516923.750000 Penalty: 4691.119629
	Iteration 51F: 3 clusters Score -1516924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (150487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150487 members 
Entering Unmasked Estep 
Score: -18361832.000000 Penalty: 2956.564697
	Iteration 0F: 2 clusters Score -1.836183e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75281 members 
Mstep: Class 2 contains 75206 members 
Entering Unmasked Estep 
Score: -18260822.000000 Penalty: 5913.129395
	Iteration 0F: 3 clusters Score -1.826082e+07 nChanged 72010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76555 members 
Mstep: Class 2 contains 73932 members 
Entering Unmasked Estep 
Score: -18302626.000000 Penalty: 5913.129395
	Iteration 1F: 3 clusters Score -1.830263e+07 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77669 members 
Mstep: Class 2 contains 72818 members 
Entering Unmasked Estep 
Score: -18303964.000000 Penalty: 5913.129395
	Iteration 2Q: 3 clusters Score -1.830396e+07 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79588 members 
Mstep: Class 2 contains 70899 members 
Entering Unmasked Estep 
Score: -18305348.000000 Penalty: 5913.129395
	Iteration 3Q: 3 clusters Score -1.830535e+07 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82514 members 
Mstep: Class 2 contains 67973 members 
Entering Unmasked Estep 
Score: -18307368.000000 Penalty: 5913.129395
	Iteration 4Q: 3 clusters Score -1.830737e+07 nChanged 7394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86988 members 
Mstep: Class 2 contains 63499 members 
Entering Unmasked Estep 
Score: -18310318.000000 Penalty: 5913.129395
	Iteration 5Q: 3 clusters Score -1.831032e+07 nChanged 8549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92965 members 
Mstep: Class 2 contains 57522 members 
Entering Unmasked Estep 
Score: -18314470.000000 Penalty: 5913.129395
	Iteration 6F: 3 clusters Score -1.831447e+07 nChanged 9506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100449 members 
Mstep: Class 2 contains 50038 members 
Entering Unmasked Estep 
Score: -18319746.000000 Penalty: 5913.129395
	Iteration 7F: 3 clusters Score -1.831975e+07 nChanged 10019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109046 members 
Mstep: Class 2 contains 41441 members 
Entering Unmasked Estep 
Score: -18326050.000000 Penalty: 5913.129395
	Iteration 8F: 3 clusters Score -1.832605e+07 nChanged 9805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117971 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -18332762.000000 Penalty: 5913.129395
	Iteration 9F: 3 clusters Score -1.833276e+07 nChanged 8932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126491 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -18339328.000000 Penalty: 5913.129395
	Iteration 10F: 3 clusters Score -1.833933e+07 nChanged 7798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134151 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -18345636.000000 Penalty: 5913.129395
	Iteration 11F: 3 clusters Score -1.834564e+07 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140457 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -18350838.000000 Penalty: 5913.129395
	Iteration 12Q: 3 clusters Score -1.835084e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145072 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -18354838.000000 Penalty: 5913.129395
	Iteration 13Q: 3 clusters Score -1.835484e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147758 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -18357212.000000 Penalty: 5913.129395
	Iteration 14Q: 3 clusters Score -1.835721e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149033 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -18358308.000000 Penalty: 5913.129395
	Iteration 15Q: 3 clusters Score -1.835831e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149559 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -18358756.000000 Penalty: 5913.129395
	Iteration 16Q: 3 clusters Score -1.835876e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149817 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -18358988.000000 Penalty: 5913.129395
	Iteration 17Q: 3 clusters Score -1.835899e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149922 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -18359122.000000 Penalty: 5913.129395
	Iteration 18Q: 3 clusters Score -1.835912e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149985 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -18359196.000000 Penalty: 5913.129395
	Iteration 19Q: 3 clusters Score -1.83592e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150024 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -18359256.000000 Penalty: 5913.129395
	Iteration 20F: 3 clusters Score -1.835926e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150036 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -18359280.000000 Penalty: 5913.129395
	Iteration 21Q: 3 clusters Score -1.835928e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150047 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -18359298.000000 Penalty: 5913.129395
	Iteration 22Q: 3 clusters Score -1.83593e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150056 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -18359324.000000 Penalty: 5913.129395
	Iteration 23Q: 3 clusters Score -1.835932e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150061 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -18359340.000000 Penalty: 5913.129395
	Iteration 24Q: 3 clusters Score -1.835934e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150068 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -18359352.000000 Penalty: 5913.129395
	Iteration 25Q: 3 clusters Score -1.835935e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150073 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -18359342.000000 Penalty: 5913.129395
	Iteration 26Q: 3 clusters Score -1.835934e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150077 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -18359336.000000 Penalty: 5913.129395
	Iteration 27Q: 3 clusters Score -1.835934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150078 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -18359340.000000 Penalty: 5913.129395
	Iteration 28Q: 3 clusters Score -1.835934e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150078 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -18359340.000000 Penalty: 5913.129395
	Iteration 29F: 3 clusters Score -1.835934e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Entering Unmasked Estep 
Score: -1780783.750000 Penalty: 2379.692627
	Iteration 0F: 2 clusters Score -1780784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1770057.500000 Penalty: 4759.385254
	Iteration 0F: 3 clusters Score -1770058 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1773469.000000 Penalty: 4759.385254
	Iteration 1F: 3 clusters Score -1773469 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1773855.625000 Penalty: 4759.385254
	Iteration 2F: 3 clusters Score -1773856 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1774206.875000 Penalty: 4759.385254
	Iteration 3F: 3 clusters Score -1774207 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1774552.750000 Penalty: 4759.385254
	Iteration 4F: 3 clusters Score -1774553 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1774916.375000 Penalty: 4759.385254
	Iteration 5Q: 3 clusters Score -1774916 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1775276.750000 Penalty: 4759.385254
	Iteration 6Q: 3 clusters Score -1775277 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1775666.750000 Penalty: 4759.385254
	Iteration 7Q: 3 clusters Score -1775667 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1776074.625000 Penalty: 4759.385254
	Iteration 8Q: 3 clusters Score -1776075 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1776510.125000 Penalty: 4759.385254
	Iteration 9Q: 3 clusters Score -1776510 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1776916.750000 Penalty: 4759.385254
	Iteration 10Q: 3 clusters Score -1776917 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1777265.750000 Penalty: 4759.385254
	Iteration 11Q: 3 clusters Score -1777266 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1777543.125000 Penalty: 4759.385254
	Iteration 12Q: 3 clusters Score -1777543 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1777761.250000 Penalty: 4759.385254
	Iteration 13Q: 3 clusters Score -1777761 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1777954.625000 Penalty: 4759.385254
	Iteration 14Q: 3 clusters Score -1777955 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1778123.375000 Penalty: 4759.385254
	Iteration 15Q: 3 clusters Score -1778123 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1778249.750000 Penalty: 4759.385254
	Iteration 16Q: 3 clusters Score -1778250 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1778342.250000 Penalty: 4759.385254
	Iteration 17Q: 3 clusters Score -1778342 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1778423.750000 Penalty: 4759.385254
	Iteration 18Q: 3 clusters Score -1778424 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1778489.875000 Penalty: 4759.385254
	Iteration 19Q: 3 clusters Score -1778490 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1778556.625000 Penalty: 4759.385254
	Iteration 20F: 3 clusters Score -1778557 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1778598.125000 Penalty: 4759.385254
	Iteration 21Q: 3 clusters Score -1778598 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1778629.750000 Penalty: 4759.385254
	Iteration 22Q: 3 clusters Score -1778630 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1778658.250000 Penalty: 4759.385254
	Iteration 23Q: 3 clusters Score -1778658 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1778678.125000 Penalty: 4759.385254
	Iteration 24Q: 3 clusters Score -1778678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1778695.250000 Penalty: 4759.385254
	Iteration 25Q: 3 clusters Score -1778695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1778708.625000 Penalty: 4759.385254
	Iteration 26Q: 3 clusters Score -1778709 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1778725.000000 Penalty: 4759.385254
	Iteration 27Q: 3 clusters Score -1778725 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1778739.875000 Penalty: 4759.385254
	Iteration 28Q: 3 clusters Score -1778740 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1778758.875000 Penalty: 4759.385254
	Iteration 29Q: 3 clusters Score -1778759 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1778774.625000 Penalty: 4759.385254
	Iteration 30Q: 3 clusters Score -1778775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1778778.500000 Penalty: 4759.385254
	Iteration 31Q: 3 clusters Score -1778778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1778791.875000 Penalty: 4759.385254
	Iteration 32Q: 3 clusters Score -1778792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1778796.250000 Penalty: 4759.385254
	Iteration 33Q: 3 clusters Score -1778796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1778799.375000 Penalty: 4759.385254
	Iteration 34Q: 3 clusters Score -1778799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1778802.500000 Penalty: 4759.385254
	Iteration 35Q: 3 clusters Score -1778802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1778806.000000 Penalty: 4759.385254
	Iteration 36Q: 3 clusters Score -1778806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1778805.750000 Penalty: 4759.385254
	Iteration 37Q: 3 clusters Score -1778806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1778808.375000 Penalty: 4759.385254
	Iteration 38Q: 3 clusters Score -1778808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1778814.625000 Penalty: 4759.385254
	Iteration 39Q: 3 clusters Score -1778815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1778814.500000 Penalty: 4759.385254
	Iteration 40F: 3 clusters Score -1778814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Entering Unmasked Estep 
Score: -858784.562500 Penalty: 2211.360107
	Iteration 0F: 2 clusters Score -858784.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -852819.500000 Penalty: 4422.720215
	Iteration 0F: 3 clusters Score -852819.5 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -854482.437500 Penalty: 4422.720215
	Iteration 1F: 3 clusters Score -854482.4 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -854728.812500 Penalty: 4422.720215
	Iteration 2F: 3 clusters Score -854728.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -854895.750000 Penalty: 4422.720215
	Iteration 3Q: 3 clusters Score -854895.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -855036.812500 Penalty: 4422.720215
	Iteration 4Q: 3 clusters Score -855036.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -855163.750000 Penalty: 4422.720215
	Iteration 5Q: 3 clusters Score -855163.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -855297.312500 Penalty: 4422.720215
	Iteration 6Q: 3 clusters Score -855297.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -855452.937500 Penalty: 4422.720215
	Iteration 7Q: 3 clusters Score -855452.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -855602.750000 Penalty: 4422.720215
	Iteration 8Q: 3 clusters Score -855602.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -855749.125000 Penalty: 4422.720215
	Iteration 9Q: 3 clusters Score -855749.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -855899.187500 Penalty: 4422.720215
	Iteration 10Q: 3 clusters Score -855899.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -856065.000000 Penalty: 4422.720215
	Iteration 11Q: 3 clusters Score -856065 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -856249.187500 Penalty: 4422.720215
	Iteration 12Q: 3 clusters Score -856249.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -856403.562500 Penalty: 4422.720215
	Iteration 13Q: 3 clusters Score -856403.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -856535.000000 Penalty: 4422.720215
	Iteration 14Q: 3 clusters Score -856535 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -856645.125000 Penalty: 4422.720215
	Iteration 15Q: 3 clusters Score -856645.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -856738.187500 Penalty: 4422.720215
	Iteration 16Q: 3 clusters Score -856738.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -856821.750000 Penalty: 4422.720215
	Iteration 17Q: 3 clusters Score -856821.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -856900.937500 Penalty: 4422.720215
	Iteration 18Q: 3 clusters Score -856900.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -856963.875000 Penalty: 4422.720215
	Iteration 19Q: 3 clusters Score -856963.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -857004.375000 Penalty: 4422.720215
	Iteration 20F: 3 clusters Score -857004.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -857044.437500 Penalty: 4422.720215
	Iteration 21Q: 3 clusters Score -857044.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -857070.500000 Penalty: 4422.720215
	Iteration 22Q: 3 clusters Score -857070.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -857090.687500 Penalty: 4422.720215
	Iteration 23Q: 3 clusters Score -857090.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -857108.187500 Penalty: 4422.720215
	Iteration 24Q: 3 clusters Score -857108.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -857125.000000 Penalty: 4422.720215
	Iteration 25Q: 3 clusters Score -857125 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -857134.125000 Penalty: 4422.720215
	Iteration 26Q: 3 clusters Score -857134.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -857138.375000 Penalty: 4422.720215
	Iteration 27Q: 3 clusters Score -857138.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -857139.687500 Penalty: 4422.720215
	Iteration 28Q: 3 clusters Score -857139.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -857139.687500 Penalty: 4422.720215
	Iteration 29F: 3 clusters Score -857139.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Entering Unmasked Estep 
Score: -1017042.937500 Penalty: 2235.401855
	Iteration 0F: 2 clusters Score -1017043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1010413.375000 Penalty: 4470.803711
	Iteration 0F: 3 clusters Score -1010413 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1012144.562500 Penalty: 4470.803711
	Iteration 1F: 3 clusters Score -1012145 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1012399.125000 Penalty: 4470.803711
	Iteration 2F: 3 clusters Score -1012399 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1012578.937500 Penalty: 4470.803711
	Iteration 3F: 3 clusters Score -1012579 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1012712.875000 Penalty: 4470.803711
	Iteration 4Q: 3 clusters Score -1012713 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1012816.750000 Penalty: 4470.803711
	Iteration 5Q: 3 clusters Score -1012817 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1012895.312500 Penalty: 4470.803711
	Iteration 6Q: 3 clusters Score -1012895 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1012970.187500 Penalty: 4470.803711
	Iteration 7Q: 3 clusters Score -1012970 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1013040.937500 Penalty: 4470.803711
	Iteration 8Q: 3 clusters Score -1013041 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1013101.937500 Penalty: 4470.803711
	Iteration 9Q: 3 clusters Score -1013102 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1013158.125000 Penalty: 4470.803711
	Iteration 10Q: 3 clusters Score -1013158 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1013209.000000 Penalty: 4470.803711
	Iteration 11Q: 3 clusters Score -1013209 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1013253.875000 Penalty: 4470.803711
	Iteration 12Q: 3 clusters Score -1013254 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1013302.562500 Penalty: 4470.803711
	Iteration 13Q: 3 clusters Score -1013303 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1013351.937500 Penalty: 4470.803711
	Iteration 14Q: 3 clusters Score -1013352 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1013406.437500 Penalty: 4470.803711
	Iteration 15Q: 3 clusters Score -1013406 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1013458.187500 Penalty: 4470.803711
	Iteration 16Q: 3 clusters Score -1013458 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1013513.562500 Penalty: 4470.803711
	Iteration 17Q: 3 clusters Score -1013514 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1013576.250000 Penalty: 4470.803711
	Iteration 18Q: 3 clusters Score -1013576 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1013665.687500 Penalty: 4470.803711
	Iteration 19Q: 3 clusters Score -1013666 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1013770.062500 Penalty: 4470.803711
	Iteration 20F: 3 clusters Score -1013770 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1013884.187500 Penalty: 4470.803711
	Iteration 21Q: 3 clusters Score -1013884 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1014006.250000 Penalty: 4470.803711
	Iteration 22Q: 3 clusters Score -1014006 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1014115.375000 Penalty: 4470.803711
	Iteration 23Q: 3 clusters Score -1014115 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1014236.625000 Penalty: 4470.803711
	Iteration 24Q: 3 clusters Score -1014237 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1014343.000000 Penalty: 4470.803711
	Iteration 25Q: 3 clusters Score -1014343 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1014442.687500 Penalty: 4470.803711
	Iteration 26Q: 3 clusters Score -1014443 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1014549.000000 Penalty: 4470.803711
	Iteration 27Q: 3 clusters Score -1014549 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1014634.062500 Penalty: 4470.803711
	Iteration 28Q: 3 clusters Score -1014634 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1014721.562500 Penalty: 4470.803711
	Iteration 29Q: 3 clusters Score -1014722 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1014793.687500 Penalty: 4470.803711
	Iteration 30Q: 3 clusters Score -1014794 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1014861.812500 Penalty: 4470.803711
	Iteration 31Q: 3 clusters Score -1014862 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1014916.812500 Penalty: 4470.803711
	Iteration 32Q: 3 clusters Score -1014917 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1014957.437500 Penalty: 4470.803711
	Iteration 33Q: 3 clusters Score -1014957 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1014980.812500 Penalty: 4470.803711
	Iteration 34Q: 3 clusters Score -1014981 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1015005.687500 Penalty: 4470.803711
	Iteration 35Q: 3 clusters Score -1015006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1015021.062500 Penalty: 4470.803711
	Iteration 36Q: 3 clusters Score -1015021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1015028.312500 Penalty: 4470.803711
	Iteration 37Q: 3 clusters Score -1015028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1015036.375000 Penalty: 4470.803711
	Iteration 38Q: 3 clusters Score -1015036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1015044.687500 Penalty: 4470.803711
	Iteration 39Q: 3 clusters Score -1015045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1015046.562500 Penalty: 4470.803711
	Iteration 40F: 3 clusters Score -1015047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1015051.250000 Penalty: 4470.803711
	Iteration 41Q: 3 clusters Score -1015051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1015060.062500 Penalty: 4470.803711
	Iteration 42Q: 3 clusters Score -1015060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1015068.500000 Penalty: 4470.803711
	Iteration 43Q: 3 clusters Score -1015068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1015071.687500 Penalty: 4470.803711
	Iteration 44Q: 3 clusters Score -1015072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1015074.125000 Penalty: 4470.803711
	Iteration 45Q: 3 clusters Score -1015074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1015077.500000 Penalty: 4470.803711
	Iteration 46Q: 3 clusters Score -1015078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1015082.125000 Penalty: 4470.803711
	Iteration 47Q: 3 clusters Score -1015082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1015084.187500 Penalty: 4470.803711
	Iteration 48Q: 3 clusters Score -1015084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1015085.125000 Penalty: 4470.803711
	Iteration 49Q: 3 clusters Score -1015085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1015088.187500 Penalty: 4470.803711
	Iteration 50Q: 3 clusters Score -1015088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1015088.437500 Penalty: 4470.803711
	Iteration 51Q: 3 clusters Score -1015088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1015090.312500 Penalty: 4470.803711
	Iteration 52Q: 3 clusters Score -1015090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1015088.625000 Penalty: 4470.803711
	Iteration 53Q: 3 clusters Score -1015089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1015088.625000 Penalty: 4470.803711
	Iteration 54F: 3 clusters Score -1015089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Entering Unmasked Estep 
Score: -1059624.375000 Penalty: 2254.398682
	Iteration 0F: 2 clusters Score -1059624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1052699.875000 Penalty: 4508.797363
	Iteration 0F: 3 clusters Score -1052700 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1054620.875000 Penalty: 4508.797363
	Iteration 1F: 3 clusters Score -1054621 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1054992.250000 Penalty: 4508.797363
	Iteration 2F: 3 clusters Score -1054992 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1055342.625000 Penalty: 4508.797363
	Iteration 3F: 3 clusters Score -1055343 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1055865.750000 Penalty: 4508.797363
	Iteration 4F: 3 clusters Score -1055866 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1056655.875000 Penalty: 4508.797363
	Iteration 5F: 3 clusters Score -1056656 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1057602.375000 Penalty: 4508.797363
	Iteration 6F: 3 clusters Score -1057602 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1058383.250000 Penalty: 4508.797363
	Iteration 7F: 3 clusters Score -1058383 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1058784.375000 Penalty: 4508.797363
	Iteration 8F: 3 clusters Score -1058784 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1058991.750000 Penalty: 4508.797363
	Iteration 9Q: 3 clusters Score -1058992 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1059077.000000 Penalty: 4508.797363
	Iteration 10Q: 3 clusters Score -1059077 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1059114.125000 Penalty: 4508.797363
	Iteration 11Q: 3 clusters Score -1059114 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1059128.250000 Penalty: 4508.797363
	Iteration 12Q: 3 clusters Score -1059128 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1059137.250000 Penalty: 4508.797363
	Iteration 13Q: 3 clusters Score -1059137 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1059140.125000 Penalty: 4508.797363
	Iteration 14Q: 3 clusters Score -1059140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1059140.500000 Penalty: 4508.797363
	Iteration 15Q: 3 clusters Score -1059140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1059142.000000 Penalty: 4508.797363
	Iteration 16Q: 3 clusters Score -1059142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1059141.125000 Penalty: 4508.797363
	Iteration 17Q: 3 clusters Score -1059141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1059143.250000 Penalty: 4508.797363
	Iteration 18Q: 3 clusters Score -1059143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1059144.125000 Penalty: 4508.797363
	Iteration 19Q: 3 clusters Score -1059144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1059144.750000 Penalty: 4508.797363
	Iteration 20F: 3 clusters Score -1059145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1059145.250000 Penalty: 4508.797363
	Iteration 21Q: 3 clusters Score -1059145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1059144.500000 Penalty: 4508.797363
	Iteration 22Q: 3 clusters Score -1059144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1059144.500000 Penalty: 4508.797363
	Iteration 23F: 3 clusters Score -1059144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Entering Unmasked Estep 
Score: -1060351.375000 Penalty: 2258.833008
	Iteration 0F: 2 clusters Score -1060351 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 4539 members 
Entering Unmasked Estep 
Score: -1053328.875000 Penalty: 4517.666016
	Iteration 0F: 3 clusters Score -1053329 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1055396.500000 Penalty: 4517.666016
	Iteration 1F: 3 clusters Score -1055396 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1055743.625000 Penalty: 4517.666016
	Iteration 2F: 3 clusters Score -1055744 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1055972.375000 Penalty: 4517.666016
	Iteration 3F: 3 clusters Score -1055972 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1056180.250000 Penalty: 4517.666016
	Iteration 4Q: 3 clusters Score -1056180 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1056387.750000 Penalty: 4517.666016
	Iteration 5Q: 3 clusters Score -1056388 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1056580.500000 Penalty: 4517.666016
	Iteration 6Q: 3 clusters Score -1056580 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1056788.750000 Penalty: 4517.666016
	Iteration 7Q: 3 clusters Score -1056789 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1057003.500000 Penalty: 4517.666016
	Iteration 8Q: 3 clusters Score -1057004 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1057243.375000 Penalty: 4517.666016
	Iteration 9Q: 3 clusters Score -1057243 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1057444.000000 Penalty: 4517.666016
	Iteration 10Q: 3 clusters Score -1057444 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1057611.250000 Penalty: 4517.666016
	Iteration 11Q: 3 clusters Score -1057611 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1057744.375000 Penalty: 4517.666016
	Iteration 12Q: 3 clusters Score -1057744 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1057870.375000 Penalty: 4517.666016
	Iteration 13Q: 3 clusters Score -1057870 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1057973.875000 Penalty: 4517.666016
	Iteration 14Q: 3 clusters Score -1057974 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1058060.250000 Penalty: 4517.666016
	Iteration 15Q: 3 clusters Score -1058060 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1058128.375000 Penalty: 4517.666016
	Iteration 16Q: 3 clusters Score -1058128 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1058187.625000 Penalty: 4517.666016
	Iteration 17Q: 3 clusters Score -1058188 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1058231.875000 Penalty: 4517.666016
	Iteration 18Q: 3 clusters Score -1058232 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1058286.750000 Penalty: 4517.666016
	Iteration 19Q: 3 clusters Score -1058287 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1058327.750000 Penalty: 4517.666016
	Iteration 20F: 3 clusters Score -1058328 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1058369.500000 Penalty: 4517.666016
	Iteration 21Q: 3 clusters Score -1058370 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1058407.750000 Penalty: 4517.666016
	Iteration 22Q: 3 clusters Score -1058408 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1058446.125000 Penalty: 4517.666016
	Iteration 23Q: 3 clusters Score -1058446 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1058467.625000 Penalty: 4517.666016
	Iteration 24Q: 3 clusters Score -1058468 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1058482.250000 Penalty: 4517.666016
	Iteration 25Q: 3 clusters Score -1058482 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1058496.125000 Penalty: 4517.666016
	Iteration 26Q: 3 clusters Score -1058496 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1058510.500000 Penalty: 4517.666016
	Iteration 27Q: 3 clusters Score -1058510 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1058520.875000 Penalty: 4517.666016
	Iteration 28Q: 3 clusters Score -1058521 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1058532.125000 Penalty: 4517.666016
	Iteration 29Q: 3 clusters Score -1058532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1058541.375000 Penalty: 4517.666016
	Iteration 30Q: 3 clusters Score -1058541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1058547.875000 Penalty: 4517.666016
	Iteration 31Q: 3 clusters Score -1058548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1058552.500000 Penalty: 4517.666016
	Iteration 32Q: 3 clusters Score -1058552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1058560.750000 Penalty: 4517.666016
	Iteration 33Q: 3 clusters Score -1058561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1058562.875000 Penalty: 4517.666016
	Iteration 34Q: 3 clusters Score -1058563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1058563.500000 Penalty: 4517.666016
	Iteration 35Q: 3 clusters Score -1058564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1058566.625000 Penalty: 4517.666016
	Iteration 36Q: 3 clusters Score -1058567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1058569.875000 Penalty: 4517.666016
	Iteration 37Q: 3 clusters Score -1058570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1058571.625000 Penalty: 4517.666016
	Iteration 38Q: 3 clusters Score -1058572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1058575.000000 Penalty: 4517.666016
	Iteration 39Q: 3 clusters Score -1058575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1058578.875000 Penalty: 4517.666016
	Iteration 40F: 3 clusters Score -1058579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1058583.250000 Penalty: 4517.666016
	Iteration 41Q: 3 clusters Score -1058583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1058584.500000 Penalty: 4517.666016
	Iteration 42Q: 3 clusters Score -1058584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1058585.875000 Penalty: 4517.666016
	Iteration 43Q: 3 clusters Score -1058586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1058587.500000 Penalty: 4517.666016
	Iteration 44Q: 3 clusters Score -1058588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1058589.500000 Penalty: 4517.666016
	Iteration 45Q: 3 clusters Score -1058590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1058589.500000 Penalty: 4517.666016
	Iteration 46F: 3 clusters Score -1058590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Entering Unmasked Estep 
Score: -715958.625000 Penalty: 2176.221191
	Iteration 0F: 2 clusters Score -715958.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -710509.875000 Penalty: 4352.442383
	Iteration 0F: 3 clusters Score -710509.9 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -711950.562500 Penalty: 4352.442383
	Iteration 1F: 3 clusters Score -711950.6 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -712242.375000 Penalty: 4352.442383
	Iteration 2F: 3 clusters Score -712242.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -712401.312500 Penalty: 4352.442383
	Iteration 3F: 3 clusters Score -712401.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -712492.750000 Penalty: 4352.442383
	Iteration 4Q: 3 clusters Score -712492.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -712559.187500 Penalty: 4352.442383
	Iteration 5Q: 3 clusters Score -712559.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -712615.187500 Penalty: 4352.442383
	Iteration 6Q: 3 clusters Score -712615.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -712669.875000 Penalty: 4352.442383
	Iteration 7Q: 3 clusters Score -712669.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -712743.125000 Penalty: 4352.442383
	Iteration 8Q: 3 clusters Score -712743.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -712833.437500 Penalty: 4352.442383
	Iteration 9Q: 3 clusters Score -712833.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -712937.750000 Penalty: 4352.442383
	Iteration 10Q: 3 clusters Score -712937.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -713041.187500 Penalty: 4352.442383
	Iteration 11Q: 3 clusters Score -713041.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -713163.000000 Penalty: 4352.442383
	Iteration 12Q: 3 clusters Score -713163 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -713272.875000 Penalty: 4352.442383
	Iteration 13Q: 3 clusters Score -713272.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -713362.562500 Penalty: 4352.442383
	Iteration 14Q: 3 clusters Score -713362.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -713444.250000 Penalty: 4352.442383
	Iteration 15Q: 3 clusters Score -713444.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -713532.312500 Penalty: 4352.442383
	Iteration 16Q: 3 clusters Score -713532.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -713611.250000 Penalty: 4352.442383
	Iteration 17Q: 3 clusters Score -713611.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -713695.750000 Penalty: 4352.442383
	Iteration 18Q: 3 clusters Score -713695.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -713804.500000 Penalty: 4352.442383
	Iteration 19Q: 3 clusters Score -713804.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -713895.687500 Penalty: 4352.442383
	Iteration 20F: 3 clusters Score -713895.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -713985.500000 Penalty: 4352.442383
	Iteration 21Q: 3 clusters Score -713985.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -714093.687500 Penalty: 4352.442383
	Iteration 22Q: 3 clusters Score -714093.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -714195.187500 Penalty: 4352.442383
	Iteration 23Q: 3 clusters Score -714195.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -714282.562500 Penalty: 4352.442383
	Iteration 24Q: 3 clusters Score -714282.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -714359.875000 Penalty: 4352.442383
	Iteration 25Q: 3 clusters Score -714359.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -714439.875000 Penalty: 4352.442383
	Iteration 26Q: 3 clusters Score -714439.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -714508.250000 Penalty: 4352.442383
	Iteration 27Q: 3 clusters Score -714508.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -714565.437500 Penalty: 4352.442383
	Iteration 28Q: 3 clusters Score -714565.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -714618.437500 Penalty: 4352.442383
	Iteration 29Q: 3 clusters Score -714618.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -714656.062500 Penalty: 4352.442383
	Iteration 30Q: 3 clusters Score -714656.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -714685.812500 Penalty: 4352.442383
	Iteration 31Q: 3 clusters Score -714685.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -714716.312500 Penalty: 4352.442383
	Iteration 32Q: 3 clusters Score -714716.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -714734.312500 Penalty: 4352.442383
	Iteration 33Q: 3 clusters Score -714734.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -714751.312500 Penalty: 4352.442383
	Iteration 34Q: 3 clusters Score -714751.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -714772.062500 Penalty: 4352.442383
	Iteration 35Q: 3 clusters Score -714772.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -714790.250000 Penalty: 4352.442383
	Iteration 36Q: 3 clusters Score -714790.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -714804.437500 Penalty: 4352.442383
	Iteration 37Q: 3 clusters Score -714804.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -714812.500000 Penalty: 4352.442383
	Iteration 38Q: 3 clusters Score -714812.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -714815.437500 Penalty: 4352.442383
	Iteration 39Q: 3 clusters Score -714815.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -714823.000000 Penalty: 4352.442383
	Iteration 40F: 3 clusters Score -714823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -714826.125000 Penalty: 4352.442383
	Iteration 41Q: 3 clusters Score -714826.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -714832.000000 Penalty: 4352.442383
	Iteration 42Q: 3 clusters Score -714832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -714833.500000 Penalty: 4352.442383
	Iteration 43Q: 3 clusters Score -714833.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -714837.875000 Penalty: 4352.442383
	Iteration 44Q: 3 clusters Score -714837.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -714838.125000 Penalty: 4352.442383
	Iteration 45Q: 3 clusters Score -714838.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -714839.500000 Penalty: 4352.442383
	Iteration 46Q: 3 clusters Score -714839.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -714840.500000 Penalty: 4352.442383
	Iteration 47Q: 3 clusters Score -714840.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -714843.000000 Penalty: 4352.442383
	Iteration 48Q: 3 clusters Score -714843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -714843.062500 Penalty: 4352.442383
	Iteration 49Q: 3 clusters Score -714843.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -714843.062500 Penalty: 4352.442383
	Iteration 50F: 3 clusters Score -714843.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (326287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326287 members 
Entering Unmasked Estep 
Score: -39687820.000000 Penalty: 3148.492188
	Iteration 0F: 2 clusters Score -3.968782e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163312 members 
Mstep: Class 2 contains 162975 members 
Entering Unmasked Estep 
Score: -39502532.000000 Penalty: 6296.984375
	Iteration 0F: 3 clusters Score -3.950253e+07 nChanged 158251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166527 members 
Mstep: Class 2 contains 159760 members 
Entering Unmasked Estep 
Score: -39595964.000000 Penalty: 6296.984375
	Iteration 1F: 3 clusters Score -3.959596e+07 nChanged 8440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168213 members 
Mstep: Class 2 contains 158074 members 
Entering Unmasked Estep 
Score: -39597608.000000 Penalty: 6296.984375
	Iteration 2Q: 3 clusters Score -3.959761e+07 nChanged 8954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170833 members 
Mstep: Class 2 contains 155454 members 
Entering Unmasked Estep 
Score: -39599440.000000 Penalty: 6296.984375
	Iteration 3Q: 3 clusters Score -3.959944e+07 nChanged 9897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175134 members 
Mstep: Class 2 contains 151153 members 
Entering Unmasked Estep 
Score: -39602236.000000 Penalty: 6296.984375
	Iteration 4Q: 3 clusters Score -3.960224e+07 nChanged 11457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182031 members 
Mstep: Class 2 contains 144256 members 
Entering Unmasked Estep 
Score: -39605996.000000 Penalty: 6296.984375
	Iteration 5Q: 3 clusters Score -3.9606e+07 nChanged 14713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192836 members 
Mstep: Class 2 contains 133451 members 
Entering Unmasked Estep 
Score: -39611348.000000 Penalty: 6296.984375
	Iteration 6Q: 3 clusters Score -3.961135e+07 nChanged 18671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208511 members 
Mstep: Class 2 contains 117776 members 
Entering Unmasked Estep 
Score: -39618400.000000 Penalty: 6296.984375
	Iteration 7F: 3 clusters Score -3.96184e+07 nChanged 22854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229429 members 
Mstep: Class 2 contains 96858 members 
Entering Unmasked Estep 
Score: -39628364.000000 Penalty: 6296.984375
	Iteration 8F: 3 clusters Score -3.962836e+07 nChanged 24876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253365 members 
Mstep: Class 2 contains 72922 members 
Entering Unmasked Estep 
Score: -39641488.000000 Penalty: 6296.984375
	Iteration 9F: 3 clusters Score -3.964149e+07 nChanged 22315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275182 members 
Mstep: Class 2 contains 51105 members 
Entering Unmasked Estep 
Score: -39655592.000000 Penalty: 6296.984375
	Iteration 10F: 3 clusters Score -3.965559e+07 nChanged 16057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290733 members 
Mstep: Class 2 contains 35554 members 
Entering Unmasked Estep 
Score: -39667196.000000 Penalty: 6296.984375
	Iteration 11Q: 3 clusters Score -3.96672e+07 nChanged 10038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299629 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
Score: -39675012.000000 Penalty: 6296.984375
	Iteration 12Q: 3 clusters Score -3.967501e+07 nChanged 6300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304089 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -39679456.000000 Penalty: 6296.984375
	Iteration 13Q: 3 clusters Score -3.967946e+07 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306514 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -39682020.000000 Penalty: 6296.984375
	Iteration 14Q: 3 clusters Score -3.968202e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308045 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -39683680.000000 Penalty: 6296.984375
	Iteration 15Q: 3 clusters Score -3.968368e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309199 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -39684544.000000 Penalty: 6296.984375
	Iteration 16Q: 3 clusters Score -3.968454e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310221 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -39685156.000000 Penalty: 6296.984375
	Iteration 17Q: 3 clusters Score -3.968516e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311085 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -39685592.000000 Penalty: 6296.984375
	Iteration 18Q: 3 clusters Score -3.968559e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311810 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -39686036.000000 Penalty: 6296.984375
	Iteration 19Q: 3 clusters Score -3.968604e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312438 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -39686316.000000 Penalty: 6296.984375
	Iteration 20F: 3 clusters Score -3.968632e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312972 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -39686564.000000 Penalty: 6296.984375
	Iteration 21Q: 3 clusters Score -3.968656e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313470 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -39686736.000000 Penalty: 6296.984375
	Iteration 22Q: 3 clusters Score -3.968674e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313901 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -39686848.000000 Penalty: 6296.984375
	Iteration 23Q: 3 clusters Score -3.968685e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314294 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -39686892.000000 Penalty: 6296.984375
	Iteration 24Q: 3 clusters Score -3.968689e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314633 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -39687000.000000 Penalty: 6296.984375
	Iteration 25Q: 3 clusters Score -3.9687e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314975 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -39687052.000000 Penalty: 6296.984375
	Iteration 26Q: 3 clusters Score -3.968705e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315277 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -39687164.000000 Penalty: 6296.984375
	Iteration 27Q: 3 clusters Score -3.968716e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315520 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -39687224.000000 Penalty: 6296.984375
	Iteration 28Q: 3 clusters Score -3.968722e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315743 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -39687184.000000 Penalty: 6296.984375
	Iteration 29Q: 3 clusters Score -3.968718e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315965 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -39687276.000000 Penalty: 6296.984375
	Iteration 30Q: 3 clusters Score -3.968728e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316163 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -39687312.000000 Penalty: 6296.984375
	Iteration 31Q: 3 clusters Score -3.968731e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316345 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -39687332.000000 Penalty: 6296.984375
	Iteration 32Q: 3 clusters Score -3.968733e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316510 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -39687344.000000 Penalty: 6296.984375
	Iteration 33Q: 3 clusters Score -3.968734e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316660 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -39687340.000000 Penalty: 6296.984375
	Iteration 34Q: 3 clusters Score -3.968734e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316796 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -39687280.000000 Penalty: 6296.984375
	Iteration 35Q: 3 clusters Score -3.968728e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316935 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -39687260.000000 Penalty: 6296.984375
	Iteration 36Q: 3 clusters Score -3.968726e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317055 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -39687236.000000 Penalty: 6296.984375
	Iteration 37Q: 3 clusters Score -3.968724e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317166 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -39687280.000000 Penalty: 6296.984375
	Iteration 38Q: 3 clusters Score -3.968728e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317258 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -39687264.000000 Penalty: 6296.984375
	Iteration 39Q: 3 clusters Score -3.968726e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317353 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -39687272.000000 Penalty: 6296.984375
	Iteration 40F: 3 clusters Score -3.968727e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317443 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -39687348.000000 Penalty: 6296.984375
	Iteration 41Q: 3 clusters Score -3.968735e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317526 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -39687340.000000 Penalty: 6296.984375
	Iteration 42Q: 3 clusters Score -3.968734e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317613 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -39687308.000000 Penalty: 6296.984375
	Iteration 43Q: 3 clusters Score -3.968731e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317704 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -39687300.000000 Penalty: 6296.984375
	Iteration 44Q: 3 clusters Score -3.96873e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317776 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -39687300.000000 Penalty: 6296.984375
	Iteration 45Q: 3 clusters Score -3.96873e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317830 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -39687384.000000 Penalty: 6296.984375
	Iteration 46Q: 3 clusters Score -3.968738e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317879 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -39687320.000000 Penalty: 6296.984375
	Iteration 47Q: 3 clusters Score -3.968732e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317928 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -39687300.000000 Penalty: 6296.984375
	Iteration 48Q: 3 clusters Score -3.96873e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317976 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -39687336.000000 Penalty: 6296.984375
	Iteration 49Q: 3 clusters Score -3.968734e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318024 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -39687360.000000 Penalty: 6296.984375
	Iteration 50Q: 3 clusters Score -3.968736e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318070 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -39687332.000000 Penalty: 6296.984375
	Iteration 51Q: 3 clusters Score -3.968733e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318114 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -39687320.000000 Penalty: 6296.984375
	Iteration 52Q: 3 clusters Score -3.968732e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318157 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -39687340.000000 Penalty: 6296.984375
	Iteration 53Q: 3 clusters Score -3.968734e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318188 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -39687336.000000 Penalty: 6296.984375
	Iteration 54Q: 3 clusters Score -3.968734e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318218 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -39687348.000000 Penalty: 6296.984375
	Iteration 55Q: 3 clusters Score -3.968735e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318246 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -39687348.000000 Penalty: 6296.984375
	Iteration 56Q: 3 clusters Score -3.968735e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318265 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -39687328.000000 Penalty: 6296.984375
	Iteration 57Q: 3 clusters Score -3.968733e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318284 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -39687316.000000 Penalty: 6296.984375
	Iteration 58Q: 3 clusters Score -3.968732e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318300 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -39687312.000000 Penalty: 6296.984375
	Iteration 59Q: 3 clusters Score -3.968731e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318313 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -39687320.000000 Penalty: 6296.984375
	Iteration 60F: 3 clusters Score -3.968732e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318323 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -39687316.000000 Penalty: 6296.984375
	Iteration 61Q: 3 clusters Score -3.968732e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318339 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -39687296.000000 Penalty: 6296.984375
	Iteration 62Q: 3 clusters Score -3.96873e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318366 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -39687340.000000 Penalty: 6296.984375
	Iteration 63Q: 3 clusters Score -3.968734e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318393 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -39687356.000000 Penalty: 6296.984375
	Iteration 64Q: 3 clusters Score -3.968736e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318417 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -39687372.000000 Penalty: 6296.984375
	Iteration 65Q: 3 clusters Score -3.968737e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318438 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -39687392.000000 Penalty: 6296.984375
	Iteration 66Q: 3 clusters Score -3.968739e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318458 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -39687384.000000 Penalty: 6296.984375
	Iteration 67Q: 3 clusters Score -3.968738e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318479 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -39687380.000000 Penalty: 6296.984375
	Iteration 68Q: 3 clusters Score -3.968738e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318495 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -39687376.000000 Penalty: 6296.984375
	Iteration 69Q: 3 clusters Score -3.968738e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318509 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -39687376.000000 Penalty: 6296.984375
	Iteration 70Q: 3 clusters Score -3.968738e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318525 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -39687404.000000 Penalty: 6296.984375
	Iteration 71Q: 3 clusters Score -3.96874e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318542 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -39687404.000000 Penalty: 6296.984375
	Iteration 72Q: 3 clusters Score -3.96874e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318555 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -39687392.000000 Penalty: 6296.984375
	Iteration 73Q: 3 clusters Score -3.968739e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318568 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -39687368.000000 Penalty: 6296.984375
	Iteration 74Q: 3 clusters Score -3.968737e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318576 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -39687344.000000 Penalty: 6296.984375
	Iteration 75Q: 3 clusters Score -3.968734e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318585 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -39687328.000000 Penalty: 6296.984375
	Iteration 76Q: 3 clusters Score -3.968733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318591 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -39687320.000000 Penalty: 6296.984375
	Iteration 77Q: 3 clusters Score -3.968732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318593 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -39687324.000000 Penalty: 6296.984375
	Iteration 78Q: 3 clusters Score -3.968732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318595 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -39687324.000000 Penalty: 6296.984375
	Iteration 79Q: 3 clusters Score -3.968732e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318600 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -39687316.000000 Penalty: 6296.984375
	Iteration 80F: 3 clusters Score -3.968732e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318607 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -39687304.000000 Penalty: 6296.984375
	Iteration 81Q: 3 clusters Score -3.96873e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318617 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -39687304.000000 Penalty: 6296.984375
	Iteration 82Q: 3 clusters Score -3.96873e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318626 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -39687292.000000 Penalty: 6296.984375
	Iteration 83Q: 3 clusters Score -3.968729e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318634 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -39687292.000000 Penalty: 6296.984375
	Iteration 84Q: 3 clusters Score -3.968729e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318641 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -39687284.000000 Penalty: 6296.984375
	Iteration 85Q: 3 clusters Score -3.968728e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318646 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -39687272.000000 Penalty: 6296.984375
	Iteration 86Q: 3 clusters Score -3.968727e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318650 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -39687280.000000 Penalty: 6296.984375
	Iteration 87Q: 3 clusters Score -3.968728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318651 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -39687292.000000 Penalty: 6296.984375
	Iteration 88Q: 3 clusters Score -3.968729e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318655 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -39687288.000000 Penalty: 6296.984375
	Iteration 89Q: 3 clusters Score -3.968729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318656 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -39687288.000000 Penalty: 6296.984375
	Iteration 90Q: 3 clusters Score -3.968729e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318656 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -39687288.000000 Penalty: 6296.984375
	Iteration 91F: 3 clusters Score -3.968729e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Entering Unmasked Estep 
Score: -618273.125000 Penalty: 2130.107178
	Iteration 0F: 2 clusters Score -618273.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -613541.625000 Penalty: 4260.214355
	Iteration 0F: 3 clusters Score -613541.6 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -614913.625000 Penalty: 4260.214355
	Iteration 1F: 3 clusters Score -614913.6 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -615378.750000 Penalty: 4260.214355
	Iteration 2F: 3 clusters Score -615378.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -615723.937500 Penalty: 4260.214355
	Iteration 3F: 3 clusters Score -615723.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -615952.875000 Penalty: 4260.214355
	Iteration 4F: 3 clusters Score -615952.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -616129.437500 Penalty: 4260.214355
	Iteration 5Q: 3 clusters Score -616129.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -616303.687500 Penalty: 4260.214355
	Iteration 6Q: 3 clusters Score -616303.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -616439.250000 Penalty: 4260.214355
	Iteration 7Q: 3 clusters Score -616439.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -616541.562500 Penalty: 4260.214355
	Iteration 8Q: 3 clusters Score -616541.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -616633.750000 Penalty: 4260.214355
	Iteration 9Q: 3 clusters Score -616633.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -616700.562500 Penalty: 4260.214355
	Iteration 10Q: 3 clusters Score -616700.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -616757.250000 Penalty: 4260.214355
	Iteration 11Q: 3 clusters Score -616757.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -616801.562500 Penalty: 4260.214355
	Iteration 12Q: 3 clusters Score -616801.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -616834.500000 Penalty: 4260.214355
	Iteration 13Q: 3 clusters Score -616834.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -616858.437500 Penalty: 4260.214355
	Iteration 14Q: 3 clusters Score -616858.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -616880.125000 Penalty: 4260.214355
	Iteration 15Q: 3 clusters Score -616880.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -616895.562500 Penalty: 4260.214355
	Iteration 16Q: 3 clusters Score -616895.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -616908.062500 Penalty: 4260.214355
	Iteration 17Q: 3 clusters Score -616908.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -616918.250000 Penalty: 4260.214355
	Iteration 18Q: 3 clusters Score -616918.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -616935.937500 Penalty: 4260.214355
	Iteration 19Q: 3 clusters Score -616935.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -616954.375000 Penalty: 4260.214355
	Iteration 20F: 3 clusters Score -616954.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -616972.625000 Penalty: 4260.214355
	Iteration 21Q: 3 clusters Score -616972.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -616980.687500 Penalty: 4260.214355
	Iteration 22Q: 3 clusters Score -616980.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -616985.750000 Penalty: 4260.214355
	Iteration 23Q: 3 clusters Score -616985.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -616989.562500 Penalty: 4260.214355
	Iteration 24Q: 3 clusters Score -616989.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -616992.750000 Penalty: 4260.214355
	Iteration 25Q: 3 clusters Score -616992.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -616993.937500 Penalty: 4260.214355
	Iteration 26Q: 3 clusters Score -616993.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -616995.937500 Penalty: 4260.214355
	Iteration 27Q: 3 clusters Score -616995.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -616996.562500 Penalty: 4260.214355
	Iteration 28Q: 3 clusters Score -616996.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -616999.437500 Penalty: 4260.214355
	Iteration 29Q: 3 clusters Score -616999.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -616999.562500 Penalty: 4260.214355
	Iteration 30Q: 3 clusters Score -616999.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -617001.000000 Penalty: 4260.214355
	Iteration 31Q: 3 clusters Score -617001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -617000.562500 Penalty: 4260.214355
	Iteration 32Q: 3 clusters Score -617000.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -617002.875000 Penalty: 4260.214355
	Iteration 33Q: 3 clusters Score -617002.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -617003.187500 Penalty: 4260.214355
	Iteration 34Q: 3 clusters Score -617003.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -617003.375000 Penalty: 4260.214355
	Iteration 35Q: 3 clusters Score -617003.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -617005.312500 Penalty: 4260.214355
	Iteration 36Q: 3 clusters Score -617005.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -617006.875000 Penalty: 4260.214355
	Iteration 37Q: 3 clusters Score -617006.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -617006.750000 Penalty: 4260.214355
	Iteration 38Q: 3 clusters Score -617006.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -617007.312500 Penalty: 4260.214355
	Iteration 39Q: 3 clusters Score -617007.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -617008.375000 Penalty: 4260.214355
	Iteration 40F: 3 clusters Score -617008.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -617008.875000 Penalty: 4260.214355
	Iteration 41Q: 3 clusters Score -617008.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -617010.937500 Penalty: 4260.214355
	Iteration 42Q: 3 clusters Score -617010.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -617012.625000 Penalty: 4260.214355
	Iteration 43Q: 3 clusters Score -617012.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -617014.187500 Penalty: 4260.214355
	Iteration 44Q: 3 clusters Score -617014.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -617012.750000 Penalty: 4260.214355
	Iteration 45Q: 3 clusters Score -617012.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -617014.625000 Penalty: 4260.214355
	Iteration 46Q: 3 clusters Score -617014.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -617013.625000 Penalty: 4260.214355
	Iteration 47Q: 3 clusters Score -617013.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -617014.812500 Penalty: 4260.214355
	Iteration 48Q: 3 clusters Score -617014.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -617015.562500 Penalty: 4260.214355
	Iteration 49Q: 3 clusters Score -617015.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -617016.625000 Penalty: 4260.214355
	Iteration 50Q: 3 clusters Score -617016.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -617016.625000 Penalty: 4260.214355
	Iteration 51F: 3 clusters Score -617016.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -22238.027344 Penalty: 1337.619629
	Iteration 0F: 2 clusters Score -22238.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -21076.207031 Penalty: 2675.239258
	Iteration 0F: 3 clusters Score -21076.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21145.416016 Penalty: 2675.239258
	Iteration 1F: 3 clusters Score -21145.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -21176.457031 Penalty: 2675.239258
	Iteration 2Q: 3 clusters Score -21176.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -21190.101562 Penalty: 2675.239258
	Iteration 3Q: 3 clusters Score -21190.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -21198.289062 Penalty: 2675.239258
	Iteration 4Q: 3 clusters Score -21198.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -21198.289062 Penalty: 2675.239258
	Iteration 5F: 3 clusters Score -21198.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (82780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82780 members 
Entering Unmasked Estep 
Score: -10109668.000000 Penalty: 2808.337646
	Iteration 0F: 2 clusters Score -1.010967e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41411 members 
Mstep: Class 2 contains 41369 members 
Entering Unmasked Estep 
Score: -10054136.000000 Penalty: 5616.675293
	Iteration 0F: 3 clusters Score -1.005414e+07 nChanged 38908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42055 members 
Mstep: Class 2 contains 40725 members 
Entering Unmasked Estep 
Score: -10076278.000000 Penalty: 5616.675293
	Iteration 1F: 3 clusters Score -1.007628e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42741 members 
Mstep: Class 2 contains 40039 members 
Entering Unmasked Estep 
Score: -10077191.000000 Penalty: 5616.675293
	Iteration 2Q: 3 clusters Score -1.007719e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43850 members 
Mstep: Class 2 contains 38930 members 
Entering Unmasked Estep 
Score: -10078299.000000 Penalty: 5616.675293
	Iteration 3Q: 3 clusters Score -1.00783e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45627 members 
Mstep: Class 2 contains 37153 members 
Entering Unmasked Estep 
Score: -10079755.000000 Penalty: 5616.675293
	Iteration 4Q: 3 clusters Score -1.007976e+07 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48225 members 
Mstep: Class 2 contains 34555 members 
Entering Unmasked Estep 
Score: -10081754.000000 Penalty: 5616.675293
	Iteration 5F: 3 clusters Score -1.008175e+07 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51614 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -10084342.000000 Penalty: 5616.675293
	Iteration 6F: 3 clusters Score -1.008434e+07 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55757 members 
Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
Score: -10087716.000000 Penalty: 5616.675293
	Iteration 7F: 3 clusters Score -1.008772e+07 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60494 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -10091568.000000 Penalty: 5616.675293
	Iteration 8F: 3 clusters Score -1.009157e+07 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65385 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -10095378.000000 Penalty: 5616.675293
	Iteration 9F: 3 clusters Score -1.009538e+07 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69992 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -10098983.000000 Penalty: 5616.675293
	Iteration 10F: 3 clusters Score -1.009898e+07 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73970 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -10102195.000000 Penalty: 5616.675293
	Iteration 11Q: 3 clusters Score -1.01022e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76999 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -10104495.000000 Penalty: 5616.675293
	Iteration 12Q: 3 clusters Score -1.01045e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78990 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -10105996.000000 Penalty: 5616.675293
	Iteration 13Q: 3 clusters Score -1.0106e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80183 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -10106749.000000 Penalty: 5616.675293
	Iteration 14Q: 3 clusters Score -1.010675e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80869 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -10107150.000000 Penalty: 5616.675293
	Iteration 15Q: 3 clusters Score -1.010715e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81274 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -10107401.000000 Penalty: 5616.675293
	Iteration 16Q: 3 clusters Score -1.01074e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81487 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -10107501.000000 Penalty: 5616.675293
	Iteration 17Q: 3 clusters Score -1.01075e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81621 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -10107587.000000 Penalty: 5616.675293
	Iteration 18Q: 3 clusters Score -1.010759e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81705 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -10107632.000000 Penalty: 5616.675293
	Iteration 19Q: 3 clusters Score -1.010763e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81775 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -10107677.000000 Penalty: 5616.675293
	Iteration 20F: 3 clusters Score -1.010768e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81816 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -10107700.000000 Penalty: 5616.675293
	Iteration 21Q: 3 clusters Score -1.01077e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81844 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -10107710.000000 Penalty: 5616.675293
	Iteration 22Q: 3 clusters Score -1.010771e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81871 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -10107717.000000 Penalty: 5616.675293
	Iteration 23Q: 3 clusters Score -1.010772e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81884 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -10107722.000000 Penalty: 5616.675293
	Iteration 24Q: 3 clusters Score -1.010772e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81898 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -10107731.000000 Penalty: 5616.675293
	Iteration 25Q: 3 clusters Score -1.010773e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81905 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -10107730.000000 Penalty: 5616.675293
	Iteration 26Q: 3 clusters Score -1.010773e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81912 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -10107726.000000 Penalty: 5616.675293
	Iteration 27Q: 3 clusters Score -1.010773e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81920 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -10107730.000000 Penalty: 5616.675293
	Iteration 28Q: 3 clusters Score -1.010773e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81932 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -10107729.000000 Penalty: 5616.675293
	Iteration 29Q: 3 clusters Score -1.010773e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81941 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -10107734.000000 Penalty: 5616.675293
	Iteration 30Q: 3 clusters Score -1.010773e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81949 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -10107731.000000 Penalty: 5616.675293
	Iteration 31Q: 3 clusters Score -1.010773e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81961 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -10107743.000000 Penalty: 5616.675293
	Iteration 32Q: 3 clusters Score -1.010774e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81972 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -10107754.000000 Penalty: 5616.675293
	Iteration 33Q: 3 clusters Score -1.010775e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81978 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -10107742.000000 Penalty: 5616.675293
	Iteration 34Q: 3 clusters Score -1.010774e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81983 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -10107759.000000 Penalty: 5616.675293
	Iteration 35Q: 3 clusters Score -1.010776e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81983 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -10107774.000000 Penalty: 5616.675293
	Iteration 36Q: 3 clusters Score -1.010777e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81984 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -10107768.000000 Penalty: 5616.675293
	Iteration 37Q: 3 clusters Score -1.010777e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81986 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -10107776.000000 Penalty: 5616.675293
	Iteration 38Q: 3 clusters Score -1.010778e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81986 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -10107776.000000 Penalty: 5616.675293
	Iteration 39F: 3 clusters Score -1.010778e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Entering Unmasked Estep 
Score: -83189.578125 Penalty: 1666.315308
	Iteration 0F: 2 clusters Score -83189.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -81404.468750 Penalty: 3332.630615
	Iteration 0F: 3 clusters Score -81404.47 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -81781.289062 Penalty: 3332.630615
	Iteration 1F: 3 clusters Score -81781.29 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -82020.382812 Penalty: 3332.630615
	Iteration 2F: 3 clusters Score -82020.38 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -82127.359375 Penalty: 3332.630615
	Iteration 3F: 3 clusters Score -82127.36 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -82203.062500 Penalty: 3332.630615
	Iteration 4Q: 3 clusters Score -82203.06 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -82253.804688 Penalty: 3332.630615
	Iteration 5Q: 3 clusters Score -82253.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -82295.062500 Penalty: 3332.630615
	Iteration 6Q: 3 clusters Score -82295.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -82317.476562 Penalty: 3332.630615
	Iteration 7Q: 3 clusters Score -82317.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -82330.281250 Penalty: 3332.630615
	Iteration 8Q: 3 clusters Score -82330.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -82340.500000 Penalty: 3332.630615
	Iteration 9Q: 3 clusters Score -82340.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -82354.476562 Penalty: 3332.630615
	Iteration 10Q: 3 clusters Score -82354.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -82364.000000 Penalty: 3332.630615
	Iteration 11Q: 3 clusters Score -82364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -82372.695312 Penalty: 3332.630615
	Iteration 12Q: 3 clusters Score -82372.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -82372.695312 Penalty: 3332.630615
	Iteration 13F: 3 clusters Score -82372.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (92086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92086 members 
Entering Unmasked Estep 
Score: -11261587.000000 Penalty: 2834.758545
	Iteration 0F: 2 clusters Score -1.126159e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46088 members 
Mstep: Class 2 contains 45998 members 
Entering Unmasked Estep 
Score: -11200047.000000 Penalty: 5669.517090
	Iteration 0F: 3 clusters Score -1.120005e+07 nChanged 43388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47100 members 
Mstep: Class 2 contains 44986 members 
Entering Unmasked Estep 
Score: -11224448.000000 Penalty: 5669.517090
	Iteration 1F: 3 clusters Score -1.122445e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47834 members 
Mstep: Class 2 contains 44252 members 
Entering Unmasked Estep 
Score: -11225278.000000 Penalty: 5669.517090
	Iteration 2Q: 3 clusters Score -1.122528e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48962 members 
Mstep: Class 2 contains 43124 members 
Entering Unmasked Estep 
Score: -11226247.000000 Penalty: 5669.517090
	Iteration 3Q: 3 clusters Score -1.122625e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50687 members 
Mstep: Class 2 contains 41399 members 
Entering Unmasked Estep 
Score: -11227516.000000 Penalty: 5669.517090
	Iteration 4Q: 3 clusters Score -1.122752e+07 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53166 members 
Mstep: Class 2 contains 38920 members 
Entering Unmasked Estep 
Score: -11229543.000000 Penalty: 5669.517090
	Iteration 5Q: 3 clusters Score -1.122954e+07 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56595 members 
Mstep: Class 2 contains 35491 members 
Entering Unmasked Estep 
Score: -11232787.000000 Penalty: 5669.517090
	Iteration 6F: 3 clusters Score -1.123279e+07 nChanged 6599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60986 members 
Mstep: Class 2 contains 31100 members 
Entering Unmasked Estep 
Score: -11237317.000000 Penalty: 5669.517090
	Iteration 7F: 3 clusters Score -1.123732e+07 nChanged 6872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65706 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -11242844.000000 Penalty: 5669.517090
	Iteration 8F: 3 clusters Score -1.124284e+07 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69830 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -11248049.000000 Penalty: 5669.517090
	Iteration 9F: 3 clusters Score -1.124805e+07 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72628 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -11252366.000000 Penalty: 5669.517090
	Iteration 10Q: 3 clusters Score -1.125237e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74147 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -11254932.000000 Penalty: 5669.517090
	Iteration 11Q: 3 clusters Score -1.125493e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75119 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -11256216.000000 Penalty: 5669.517090
	Iteration 12Q: 3 clusters Score -1.125622e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75935 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -11256855.000000 Penalty: 5669.517090
	Iteration 13Q: 3 clusters Score -1.125686e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76669 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -11257268.000000 Penalty: 5669.517090
	Iteration 14Q: 3 clusters Score -1.125727e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77324 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -11257565.000000 Penalty: 5669.517090
	Iteration 15Q: 3 clusters Score -1.125756e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77933 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -11257791.000000 Penalty: 5669.517090
	Iteration 16Q: 3 clusters Score -1.125779e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78463 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -11257947.000000 Penalty: 5669.517090
	Iteration 17Q: 3 clusters Score -1.125795e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78989 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -11258151.000000 Penalty: 5669.517090
	Iteration 18Q: 3 clusters Score -1.125815e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79501 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -11258337.000000 Penalty: 5669.517090
	Iteration 19Q: 3 clusters Score -1.125834e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79975 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -11258489.000000 Penalty: 5669.517090
	Iteration 20F: 3 clusters Score -1.125849e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80419 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -11258572.000000 Penalty: 5669.517090
	Iteration 21Q: 3 clusters Score -1.125857e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80853 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -11258682.000000 Penalty: 5669.517090
	Iteration 22Q: 3 clusters Score -1.125868e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81266 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -11258808.000000 Penalty: 5669.517090
	Iteration 23Q: 3 clusters Score -1.125881e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81651 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -11258914.000000 Penalty: 5669.517090
	Iteration 24Q: 3 clusters Score -1.125891e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81983 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -11258992.000000 Penalty: 5669.517090
	Iteration 25Q: 3 clusters Score -1.125899e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82325 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -11259033.000000 Penalty: 5669.517090
	Iteration 26Q: 3 clusters Score -1.125903e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82644 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -11259098.000000 Penalty: 5669.517090
	Iteration 27Q: 3 clusters Score -1.12591e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82937 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -11259165.000000 Penalty: 5669.517090
	Iteration 28Q: 3 clusters Score -1.125916e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83243 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -11259221.000000 Penalty: 5669.517090
	Iteration 29Q: 3 clusters Score -1.125922e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83508 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -11259283.000000 Penalty: 5669.517090
	Iteration 30Q: 3 clusters Score -1.125928e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83747 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -11259328.000000 Penalty: 5669.517090
	Iteration 31Q: 3 clusters Score -1.125933e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83948 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -11259368.000000 Penalty: 5669.517090
	Iteration 32Q: 3 clusters Score -1.125937e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84136 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -11259424.000000 Penalty: 5669.517090
	Iteration 33Q: 3 clusters Score -1.125942e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84290 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -11259436.000000 Penalty: 5669.517090
	Iteration 34Q: 3 clusters Score -1.125944e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84420 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -11259472.000000 Penalty: 5669.517090
	Iteration 35Q: 3 clusters Score -1.125947e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84551 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -11259485.000000 Penalty: 5669.517090
	Iteration 36Q: 3 clusters Score -1.125948e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84667 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -11259500.000000 Penalty: 5669.517090
	Iteration 37Q: 3 clusters Score -1.12595e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84755 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -11259475.000000 Penalty: 5669.517090
	Iteration 38Q: 3 clusters Score -1.125948e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84838 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -11259507.000000 Penalty: 5669.517090
	Iteration 39Q: 3 clusters Score -1.125951e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84925 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -11259539.000000 Penalty: 5669.517090
	Iteration 40F: 3 clusters Score -1.125954e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85007 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -11259541.000000 Penalty: 5669.517090
	Iteration 41Q: 3 clusters Score -1.125954e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85097 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -11259558.000000 Penalty: 5669.517090
	Iteration 42Q: 3 clusters Score -1.125956e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85180 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -11259561.000000 Penalty: 5669.517090
	Iteration 43Q: 3 clusters Score -1.125956e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85275 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -11259572.000000 Penalty: 5669.517090
	Iteration 44Q: 3 clusters Score -1.125957e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85381 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -11259581.000000 Penalty: 5669.517090
	Iteration 45Q: 3 clusters Score -1.125958e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85484 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -11259589.000000 Penalty: 5669.517090
	Iteration 46Q: 3 clusters Score -1.125959e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85565 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -11259592.000000 Penalty: 5669.517090
	Iteration 47Q: 3 clusters Score -1.125959e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85663 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -11259614.000000 Penalty: 5669.517090
	Iteration 48Q: 3 clusters Score -1.125961e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85763 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -11259633.000000 Penalty: 5669.517090
	Iteration 49Q: 3 clusters Score -1.125963e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85862 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -11259645.000000 Penalty: 5669.517090
	Iteration 50Q: 3 clusters Score -1.125964e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85945 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -11259670.000000 Penalty: 5669.517090
	Iteration 51Q: 3 clusters Score -1.125967e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86028 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -11259683.000000 Penalty: 5669.517090
	Iteration 52Q: 3 clusters Score -1.125968e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86121 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -11259689.000000 Penalty: 5669.517090
	Iteration 53Q: 3 clusters Score -1.125969e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86204 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -11259690.000000 Penalty: 5669.517090
	Iteration 54Q: 3 clusters Score -1.125969e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86265 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -11259704.000000 Penalty: 5669.517090
	Iteration 55Q: 3 clusters Score -1.12597e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86323 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -11259725.000000 Penalty: 5669.517090
	Iteration 56Q: 3 clusters Score -1.125972e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86390 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -11259724.000000 Penalty: 5669.517090
	Iteration 57Q: 3 clusters Score -1.125972e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86436 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -11259714.000000 Penalty: 5669.517090
	Iteration 58Q: 3 clusters Score -1.125971e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86484 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -11259706.000000 Penalty: 5669.517090
	Iteration 59Q: 3 clusters Score -1.125971e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86525 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -11259692.000000 Penalty: 5669.517090
	Iteration 60F: 3 clusters Score -1.125969e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86562 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -11259692.000000 Penalty: 5669.517090
	Iteration 61Q: 3 clusters Score -1.125969e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86607 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -11259689.000000 Penalty: 5669.517090
	Iteration 62Q: 3 clusters Score -1.125969e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86641 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -11259714.000000 Penalty: 5669.517090
	Iteration 63Q: 3 clusters Score -1.125971e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86671 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -11259714.000000 Penalty: 5669.517090
	Iteration 64Q: 3 clusters Score -1.125971e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86703 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -11259727.000000 Penalty: 5669.517090
	Iteration 65Q: 3 clusters Score -1.125973e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86735 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -11259745.000000 Penalty: 5669.517090
	Iteration 66Q: 3 clusters Score -1.125974e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86774 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -11259729.000000 Penalty: 5669.517090
	Iteration 67Q: 3 clusters Score -1.125973e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86804 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -11259746.000000 Penalty: 5669.517090
	Iteration 68Q: 3 clusters Score -1.125975e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86839 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -11259757.000000 Penalty: 5669.517090
	Iteration 69Q: 3 clusters Score -1.125976e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86876 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -11259771.000000 Penalty: 5669.517090
	Iteration 70Q: 3 clusters Score -1.125977e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86901 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -11259782.000000 Penalty: 5669.517090
	Iteration 71Q: 3 clusters Score -1.125978e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86922 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -11259808.000000 Penalty: 5669.517090
	Iteration 72Q: 3 clusters Score -1.125981e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86937 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -11259803.000000 Penalty: 5669.517090
	Iteration 73Q: 3 clusters Score -1.12598e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86957 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -11259804.000000 Penalty: 5669.517090
	Iteration 74Q: 3 clusters Score -1.12598e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86978 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -11259818.000000 Penalty: 5669.517090
	Iteration 75Q: 3 clusters Score -1.125982e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86992 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -11259824.000000 Penalty: 5669.517090
	Iteration 76Q: 3 clusters Score -1.125982e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87005 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -11259833.000000 Penalty: 5669.517090
	Iteration 77Q: 3 clusters Score -1.125983e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87024 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -11259825.000000 Penalty: 5669.517090
	Iteration 78Q: 3 clusters Score -1.125982e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87042 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -11259815.000000 Penalty: 5669.517090
	Iteration 79Q: 3 clusters Score -1.125982e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87060 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -11259808.000000 Penalty: 5669.517090
	Iteration 80F: 3 clusters Score -1.125981e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87084 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -11259833.000000 Penalty: 5669.517090
	Iteration 81Q: 3 clusters Score -1.125983e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87109 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -11259830.000000 Penalty: 5669.517090
	Iteration 82Q: 3 clusters Score -1.125983e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87128 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -11259822.000000 Penalty: 5669.517090
	Iteration 83Q: 3 clusters Score -1.125982e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87144 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -11259829.000000 Penalty: 5669.517090
	Iteration 84Q: 3 clusters Score -1.125983e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87159 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -11259839.000000 Penalty: 5669.517090
	Iteration 85Q: 3 clusters Score -1.125984e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87170 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -11259832.000000 Penalty: 5669.517090
	Iteration 86Q: 3 clusters Score -1.125983e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87176 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -11259826.000000 Penalty: 5669.517090
	Iteration 87Q: 3 clusters Score -1.125983e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87186 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -11259821.000000 Penalty: 5669.517090
	Iteration 88Q: 3 clusters Score -1.125982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87188 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -11259824.000000 Penalty: 5669.517090
	Iteration 89Q: 3 clusters Score -1.125982e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87194 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -11259824.000000 Penalty: 5669.517090
	Iteration 90Q: 3 clusters Score -1.125982e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87197 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -11259822.000000 Penalty: 5669.517090
	Iteration 91Q: 3 clusters Score -1.125982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87199 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -11259826.000000 Penalty: 5669.517090
	Iteration 92Q: 3 clusters Score -1.125983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87201 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -11259829.000000 Penalty: 5669.517090
	Iteration 93Q: 3 clusters Score -1.125983e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87202 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -11259837.000000 Penalty: 5669.517090
	Iteration 94Q: 3 clusters Score -1.125984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87204 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -11259839.000000 Penalty: 5669.517090
	Iteration 95Q: 3 clusters Score -1.125984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87205 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -11259844.000000 Penalty: 5669.517090
	Iteration 96Q: 3 clusters Score -1.125984e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87205 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -11259844.000000 Penalty: 5669.517090
	Iteration 97F: 3 clusters Score -1.125984e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (57170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57170 members 
Entering Unmasked Estep 
Score: -6424148.500000 Penalty: 2716.538574
	Iteration 0F: 2 clusters Score -6424148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 28577 members 
Entering Unmasked Estep 
Score: -6385497.500000 Penalty: 5433.077148
	Iteration 0F: 3 clusters Score -6385498 nChanged 26607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 28704 members 
Entering Unmasked Estep 
Score: -6400888.500000 Penalty: 5433.077148
	Iteration 1F: 3 clusters Score -6400888 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 28916 members 
Entering Unmasked Estep 
Score: -6402141.000000 Penalty: 5433.077148
	Iteration 2F: 3 clusters Score -6402141 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -6403706.500000 Penalty: 5433.077148
	Iteration 3F: 3 clusters Score -6403706 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 30066 members 
Entering Unmasked Estep 
Score: -6405661.500000 Penalty: 5433.077148
	Iteration 4F: 3 clusters Score -6405662 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 31087 members 
Entering Unmasked Estep 
Score: -6408012.500000 Penalty: 5433.077148
	Iteration 5F: 3 clusters Score -6408012 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 32233 members 
Entering Unmasked Estep 
Score: -6410401.500000 Penalty: 5433.077148
	Iteration 6F: 3 clusters Score -6410402 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -6412728.000000 Penalty: 5433.077148
	Iteration 7F: 3 clusters Score -6412728 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 34606 members 
Entering Unmasked Estep 
Score: -6414659.000000 Penalty: 5433.077148
	Iteration 8F: 3 clusters Score -6414659 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 35557 members 
Entering Unmasked Estep 
Score: -6416134.500000 Penalty: 5433.077148
	Iteration 9Q: 3 clusters Score -6416134 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 36397 members 
Entering Unmasked Estep 
Score: -6417196.000000 Penalty: 5433.077148
	Iteration 10Q: 3 clusters Score -6417196 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 37168 members 
Entering Unmasked Estep 
Score: -6417851.500000 Penalty: 5433.077148
	Iteration 11Q: 3 clusters Score -6417852 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 37834 members 
Entering Unmasked Estep 
Score: -6418281.000000 Penalty: 5433.077148
	Iteration 12Q: 3 clusters Score -6418281 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 38425 members 
Entering Unmasked Estep 
Score: -6418522.000000 Penalty: 5433.077148
	Iteration 13Q: 3 clusters Score -6418522 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
Score: -6418635.000000 Penalty: 5433.077148
	Iteration 14Q: 3 clusters Score -6418635 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 39470 members 
Entering Unmasked Estep 
Score: -6418768.500000 Penalty: 5433.077148
	Iteration 15Q: 3 clusters Score -6418768 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -6418947.000000 Penalty: 5433.077148
	Iteration 16Q: 3 clusters Score -6418947 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 40616 members 
Entering Unmasked Estep 
Score: -6419077.500000 Penalty: 5433.077148
	Iteration 17Q: 3 clusters Score -6419078 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 41264 members 
Entering Unmasked Estep 
Score: -6419277.500000 Penalty: 5433.077148
	Iteration 18Q: 3 clusters Score -6419278 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 41928 members 
Entering Unmasked Estep 
Score: -6419485.000000 Penalty: 5433.077148
	Iteration 19Q: 3 clusters Score -6419485 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 42558 members 
Entering Unmasked Estep 
Score: -6419661.000000 Penalty: 5433.077148
	Iteration 20F: 3 clusters Score -6419661 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
Score: -6419849.000000 Penalty: 5433.077148
	Iteration 21Q: 3 clusters Score -6419849 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 43791 members 
Entering Unmasked Estep 
Score: -6420019.500000 Penalty: 5433.077148
	Iteration 22Q: 3 clusters Score -6420020 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 44452 members 
Entering Unmasked Estep 
Score: -6420206.500000 Penalty: 5433.077148
	Iteration 23Q: 3 clusters Score -6420206 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 45093 members 
Entering Unmasked Estep 
Score: -6420393.500000 Penalty: 5433.077148
	Iteration 24Q: 3 clusters Score -6420394 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 45718 members 
Entering Unmasked Estep 
Score: -6420577.000000 Penalty: 5433.077148
	Iteration 25Q: 3 clusters Score -6420577 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 46345 members 
Entering Unmasked Estep 
Score: -6420769.500000 Penalty: 5433.077148
	Iteration 26Q: 3 clusters Score -6420770 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 46913 members 
Entering Unmasked Estep 
Score: -6420953.000000 Penalty: 5433.077148
	Iteration 27Q: 3 clusters Score -6420953 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 47456 members 
Entering Unmasked Estep 
Score: -6421118.500000 Penalty: 5433.077148
	Iteration 28Q: 3 clusters Score -6421118 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 48003 members 
Entering Unmasked Estep 
Score: -6421313.500000 Penalty: 5433.077148
	Iteration 29Q: 3 clusters Score -6421314 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 48573 members 
Entering Unmasked Estep 
Score: -6421516.000000 Penalty: 5433.077148
	Iteration 30Q: 3 clusters Score -6421516 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 49171 members 
Entering Unmasked Estep 
Score: -6421747.500000 Penalty: 5433.077148
	Iteration 31Q: 3 clusters Score -6421748 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 49713 members 
Entering Unmasked Estep 
Score: -6421943.500000 Penalty: 5433.077148
	Iteration 32Q: 3 clusters Score -6421944 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 50191 members 
Entering Unmasked Estep 
Score: -6422150.500000 Penalty: 5433.077148
	Iteration 33Q: 3 clusters Score -6422150 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 50636 members 
Entering Unmasked Estep 
Score: -6422306.000000 Penalty: 5433.077148
	Iteration 34Q: 3 clusters Score -6422306 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 51047 members 
Entering Unmasked Estep 
Score: -6422450.500000 Penalty: 5433.077148
	Iteration 35Q: 3 clusters Score -6422450 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 51424 members 
Entering Unmasked Estep 
Score: -6422561.500000 Penalty: 5433.077148
	Iteration 36Q: 3 clusters Score -6422562 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 51778 members 
Entering Unmasked Estep 
Score: -6422686.000000 Penalty: 5433.077148
	Iteration 37Q: 3 clusters Score -6422686 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 52098 members 
Entering Unmasked Estep 
Score: -6422790.500000 Penalty: 5433.077148
	Iteration 38Q: 3 clusters Score -6422790 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 52353 members 
Entering Unmasked Estep 
Score: -6422876.500000 Penalty: 5433.077148
	Iteration 39Q: 3 clusters Score -6422876 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 52593 members 
Entering Unmasked Estep 
Score: -6422938.500000 Penalty: 5433.077148
	Iteration 40F: 3 clusters Score -6422938 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 52830 members 
Entering Unmasked Estep 
Score: -6423039.000000 Penalty: 5433.077148
	Iteration 41Q: 3 clusters Score -6423039 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 53027 members 
Entering Unmasked Estep 
Score: -6423116.000000 Penalty: 5433.077148
	Iteration 42Q: 3 clusters Score -6423116 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 53213 members 
Entering Unmasked Estep 
Score: -6423168.000000 Penalty: 5433.077148
	Iteration 43Q: 3 clusters Score -6423168 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 53413 members 
Entering Unmasked Estep 
Score: -6423244.500000 Penalty: 5433.077148
	Iteration 44Q: 3 clusters Score -6423244 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 53603 members 
Entering Unmasked Estep 
Score: -6423324.500000 Penalty: 5433.077148
	Iteration 45Q: 3 clusters Score -6423324 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 53754 members 
Entering Unmasked Estep 
Score: -6423412.000000 Penalty: 5433.077148
	Iteration 46Q: 3 clusters Score -6423412 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 53918 members 
Entering Unmasked Estep 
Score: -6423566.000000 Penalty: 5433.077148
	Iteration 47Q: 3 clusters Score -6423566 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 54074 members 
Entering Unmasked Estep 
Score: -6423732.000000 Penalty: 5433.077148
	Iteration 48Q: 3 clusters Score -6423732 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 54200 members 
Entering Unmasked Estep 
Score: -6423873.500000 Penalty: 5433.077148
	Iteration 49Q: 3 clusters Score -6423874 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 54278 members 
Entering Unmasked Estep 
Score: -6423969.500000 Penalty: 5433.077148
	Iteration 50Q: 3 clusters Score -6423970 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 54349 members 
Entering Unmasked Estep 
Score: -6424019.500000 Penalty: 5433.077148
	Iteration 51Q: 3 clusters Score -6424020 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 54405 members 
Entering Unmasked Estep 
Score: -6424076.500000 Penalty: 5433.077148
	Iteration 52Q: 3 clusters Score -6424076 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 54459 members 
Entering Unmasked Estep 
Score: -6424086.500000 Penalty: 5433.077148
	Iteration 53Q: 3 clusters Score -6424086 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 54518 members 
Entering Unmasked Estep 
Score: -6424102.000000 Penalty: 5433.077148
	Iteration 54Q: 3 clusters Score -6424102 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 54554 members 
Entering Unmasked Estep 
Score: -6424115.500000 Penalty: 5433.077148
	Iteration 55Q: 3 clusters Score -6424116 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 54591 members 
Entering Unmasked Estep 
Score: -6424152.000000 Penalty: 5433.077148
	Iteration 56Q: 3 clusters Score -6424152 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 54624 members 
Entering Unmasked Estep 
Score: -6424146.500000 Penalty: 5433.077148
	Iteration 57Q: 3 clusters Score -6424146 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 54646 members 
Entering Unmasked Estep 
Score: -6424162.500000 Penalty: 5433.077148
	Iteration 58Q: 3 clusters Score -6424162 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 54678 members 
Entering Unmasked Estep 
Score: -6424181.000000 Penalty: 5433.077148
	Iteration 59Q: 3 clusters Score -6424181 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 54709 members 
Entering Unmasked Estep 
Score: -6424206.000000 Penalty: 5433.077148
	Iteration 60F: 3 clusters Score -6424206 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 54735 members 
Entering Unmasked Estep 
Score: -6424220.000000 Penalty: 5433.077148
	Iteration 61Q: 3 clusters Score -6424220 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 54756 members 
Entering Unmasked Estep 
Score: -6424236.500000 Penalty: 5433.077148
	Iteration 62Q: 3 clusters Score -6424236 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 54778 members 
Entering Unmasked Estep 
Score: -6424252.000000 Penalty: 5433.077148
	Iteration 63Q: 3 clusters Score -6424252 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 54796 members 
Entering Unmasked Estep 
Score: -6424254.000000 Penalty: 5433.077148
	Iteration 64Q: 3 clusters Score -6424254 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 54809 members 
Entering Unmasked Estep 
Score: -6424268.000000 Penalty: 5433.077148
	Iteration 65Q: 3 clusters Score -6424268 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 54822 members 
Entering Unmasked Estep 
Score: -6424270.500000 Penalty: 5433.077148
	Iteration 66Q: 3 clusters Score -6424270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 54829 members 
Entering Unmasked Estep 
Score: -6424269.500000 Penalty: 5433.077148
	Iteration 67Q: 3 clusters Score -6424270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 54829 members 
Entering Unmasked Estep 
Score: -6424277.500000 Penalty: 5433.077148
	Iteration 68Q: 3 clusters Score -6424278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 54835 members 
Entering Unmasked Estep 
Score: -6424279.000000 Penalty: 5433.077148
	Iteration 69Q: 3 clusters Score -6424279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 54841 members 
Entering Unmasked Estep 
Score: -6424282.000000 Penalty: 5433.077148
	Iteration 70Q: 3 clusters Score -6424282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 54849 members 
Entering Unmasked Estep 
Score: -6424286.500000 Penalty: 5433.077148
	Iteration 71Q: 3 clusters Score -6424286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 54851 members 
Entering Unmasked Estep 
Score: -6424290.000000 Penalty: 5433.077148
	Iteration 72Q: 3 clusters Score -6424290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 54854 members 
Entering Unmasked Estep 
Score: -6424287.500000 Penalty: 5433.077148
	Iteration 73Q: 3 clusters Score -6424288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 54856 members 
Entering Unmasked Estep 
Score: -6424289.000000 Penalty: 5433.077148
	Iteration 74Q: 3 clusters Score -6424289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 54857 members 
Entering Unmasked Estep 
Score: -6424286.000000 Penalty: 5433.077148
	Iteration 75Q: 3 clusters Score -6424286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 54855 members 
Entering Unmasked Estep 
Score: -6424284.000000 Penalty: 5433.077148
	Iteration 76Q: 3 clusters Score -6424284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 54854 members 
Entering Unmasked Estep 
Score: -6424286.000000 Penalty: 5433.077148
	Iteration 77Q: 3 clusters Score -6424286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 54854 members 
Entering Unmasked Estep 
Score: -6424286.000000 Penalty: 5433.077148
	Iteration 78F: 3 clusters Score -6424286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169486 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 35652 members 
Mstep: Class 4 contains 28521 members 
Mstep: Class 5 contains 82727 members 
Mstep: Class 6 contains 29119 members 
Mstep: Class 7 contains 13807 members 
Mstep: Class 8 contains 5840 members 
Mstep: Class 9 contains 55432 members 
Mstep: Class 10 contains 26514 members 
Mstep: Class 11 contains 15514 members 
Mstep: Class 12 contains 10121 members 
Mstep: Class 13 contains 193109 members 
Mstep: Class 14 contains 12809 members 
Mstep: Class 15 contains 150487 members 
Mstep: Class 16 contains 14699 members 
Mstep: Class 17 contains 7456 members 
Mstep: Class 18 contains 8215 members 
Mstep: Class 19 contains 8869 members 
Mstep: Class 20 contains 9029 members 
Mstep: Class 21 contains 6471 members 
Mstep: Class 22 contains 326287 members 
Mstep: Class 23 contains 5373 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82780 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 92086 members 
Mstep: Class 28 contains 2316 members 
Mstep: Class 29 contains 5278 members 
Mstep: Class 30 contains 8878 members 
Mstep: Class 31 contains 6278 members 
Mstep: Class 32 contains 10591 members 
Mstep: Class 33 contains 42501 members 
Mstep: Class 34 contains 11070 members 
Mstep: Class 35 contains 3529 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8462 members 
Mstep: Class 38 contains 204252 members 
Mstep: Class 39 contains 227747 members 
Mstep: Class 40 contains 10389 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 54854 members 
Entering Unmasked Estep 
Score: -235484064.000000 Penalty: 158264.671875
Splitting cluster 28 changes total score from -235485376.000000 to -235484064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (5278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Entering Unmasked Estep 
Score: -643189.437500 Penalty: 2125.683105
	Iteration 0F: 2 clusters Score -643189.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -638550.625000 Penalty: 4251.366211
	Iteration 0F: 3 clusters Score -638550.6 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -639742.062500 Penalty: 4251.366211
	Iteration 1F: 3 clusters Score -639742.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -640131.812500 Penalty: 4251.366211
	Iteration 2F: 3 clusters Score -640131.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -640570.687500 Penalty: 4251.366211
	Iteration 3F: 3 clusters Score -640570.7 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -640991.812500 Penalty: 4251.366211
	Iteration 4F: 3 clusters Score -640991.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -641355.812500 Penalty: 4251.366211
	Iteration 5F: 3 clusters Score -641355.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -641635.937500 Penalty: 4251.366211
	Iteration 6F: 3 clusters Score -641635.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -641856.812500 Penalty: 4251.366211
	Iteration 7Q: 3 clusters Score -641856.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -641999.750000 Penalty: 4251.366211
	Iteration 8Q: 3 clusters Score -641999.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -642111.687500 Penalty: 4251.366211
	Iteration 9Q: 3 clusters Score -642111.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -642188.375000 Penalty: 4251.366211
	Iteration 10Q: 3 clusters Score -642188.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -642241.750000 Penalty: 4251.366211
	Iteration 11Q: 3 clusters Score -642241.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -642302.125000 Penalty: 4251.366211
	Iteration 12Q: 3 clusters Score -642302.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -642336.687500 Penalty: 4251.366211
	Iteration 13Q: 3 clusters Score -642336.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -642358.687500 Penalty: 4251.366211
	Iteration 14Q: 3 clusters Score -642358.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -642377.125000 Penalty: 4251.366211
	Iteration 15Q: 3 clusters Score -642377.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -642393.437500 Penalty: 4251.366211
	Iteration 16Q: 3 clusters Score -642393.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -642409.062500 Penalty: 4251.366211
	Iteration 17Q: 3 clusters Score -642409.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -642420.562500 Penalty: 4251.366211
	Iteration 18Q: 3 clusters Score -642420.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -642424.625000 Penalty: 4251.366211
	Iteration 19Q: 3 clusters Score -642424.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -642430.937500 Penalty: 4251.366211
	Iteration 20F: 3 clusters Score -642430.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -642436.187500 Penalty: 4251.366211
	Iteration 21Q: 3 clusters Score -642436.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -642436.437500 Penalty: 4251.366211
	Iteration 22Q: 3 clusters Score -642436.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -642437.937500 Penalty: 4251.366211
	Iteration 23Q: 3 clusters Score -642437.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -642439.187500 Penalty: 4251.366211
	Iteration 24Q: 3 clusters Score -642439.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -642439.187500 Penalty: 4251.366211
	Iteration 25F: 3 clusters Score -642439.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Entering Unmasked Estep 
Score: -1061839.000000 Penalty: 2254.650146
	Iteration 0F: 2 clusters Score -1061839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1054782.750000 Penalty: 4509.300293
	Iteration 0F: 3 clusters Score -1054783 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1056811.875000 Penalty: 4509.300293
	Iteration 1F: 3 clusters Score -1056812 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1057216.000000 Penalty: 4509.300293
	Iteration 2F: 3 clusters Score -1057216 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1057647.625000 Penalty: 4509.300293
	Iteration 3F: 3 clusters Score -1057648 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1058071.875000 Penalty: 4509.300293
	Iteration 4F: 3 clusters Score -1058072 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1058527.500000 Penalty: 4509.300293
	Iteration 5F: 3 clusters Score -1058528 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1058926.125000 Penalty: 4509.300293
	Iteration 6F: 3 clusters Score -1058926 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1059223.875000 Penalty: 4509.300293
	Iteration 7Q: 3 clusters Score -1059224 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1059416.250000 Penalty: 4509.300293
	Iteration 8Q: 3 clusters Score -1059416 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1059545.750000 Penalty: 4509.300293
	Iteration 9Q: 3 clusters Score -1059546 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1059629.375000 Penalty: 4509.300293
	Iteration 10Q: 3 clusters Score -1059629 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1059679.000000 Penalty: 4509.300293
	Iteration 11Q: 3 clusters Score -1059679 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1059722.375000 Penalty: 4509.300293
	Iteration 12Q: 3 clusters Score -1059722 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1059756.750000 Penalty: 4509.300293
	Iteration 13Q: 3 clusters Score -1059757 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1059793.000000 Penalty: 4509.300293
	Iteration 14Q: 3 clusters Score -1059793 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1059817.375000 Penalty: 4509.300293
	Iteration 15Q: 3 clusters Score -1059817 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1059839.875000 Penalty: 4509.300293
	Iteration 16Q: 3 clusters Score -1059840 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1059862.250000 Penalty: 4509.300293
	Iteration 17Q: 3 clusters Score -1059862 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1059873.500000 Penalty: 4509.300293
	Iteration 18Q: 3 clusters Score -1059874 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1059890.500000 Penalty: 4509.300293
	Iteration 19Q: 3 clusters Score -1059890 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1059902.000000 Penalty: 4509.300293
	Iteration 20F: 3 clusters Score -1059902 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1059911.250000 Penalty: 4509.300293
	Iteration 21Q: 3 clusters Score -1059911 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1059919.500000 Penalty: 4509.300293
	Iteration 22Q: 3 clusters Score -1059920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1059924.125000 Penalty: 4509.300293
	Iteration 23Q: 3 clusters Score -1059924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1059928.875000 Penalty: 4509.300293
	Iteration 24Q: 3 clusters Score -1059929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1059932.875000 Penalty: 4509.300293
	Iteration 25Q: 3 clusters Score -1059933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1059934.500000 Penalty: 4509.300293
	Iteration 26Q: 3 clusters Score -1059934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1059935.000000 Penalty: 4509.300293
	Iteration 27Q: 3 clusters Score -1059935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1059938.000000 Penalty: 4509.300293
	Iteration 28Q: 3 clusters Score -1059938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1059938.750000 Penalty: 4509.300293
	Iteration 29Q: 3 clusters Score -1059939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1059938.750000 Penalty: 4509.300293
	Iteration 30F: 3 clusters Score -1059939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Entering Unmasked Estep 
Score: -677667.125000 Penalty: 2168.711914
	Iteration 0F: 2 clusters Score -677667.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -672416.812500 Penalty: 4337.423828
	Iteration 0F: 3 clusters Score -672416.8 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -674102.562500 Penalty: 4337.423828
	Iteration 1F: 3 clusters Score -674102.6 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -674739.687500 Penalty: 4337.423828
	Iteration 2F: 3 clusters Score -674739.7 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -675363.000000 Penalty: 4337.423828
	Iteration 3F: 3 clusters Score -675363 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -675880.875000 Penalty: 4337.423828
	Iteration 4F: 3 clusters Score -675880.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -676328.000000 Penalty: 4337.423828
	Iteration 5F: 3 clusters Score -676328 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -676700.375000 Penalty: 4337.423828
	Iteration 6F: 3 clusters Score -676700.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -676895.250000 Penalty: 4337.423828
	Iteration 7Q: 3 clusters Score -676895.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -677010.312500 Penalty: 4337.423828
	Iteration 8Q: 3 clusters Score -677010.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -677075.250000 Penalty: 4337.423828
	Iteration 9Q: 3 clusters Score -677075.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -677104.500000 Penalty: 4337.423828
	Iteration 10Q: 3 clusters Score -677104.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -677123.875000 Penalty: 4337.423828
	Iteration 11Q: 3 clusters Score -677123.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -677136.750000 Penalty: 4337.423828
	Iteration 12Q: 3 clusters Score -677136.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -677142.187500 Penalty: 4337.423828
	Iteration 13Q: 3 clusters Score -677142.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -677148.562500 Penalty: 4337.423828
	Iteration 14Q: 3 clusters Score -677148.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -677153.812500 Penalty: 4337.423828
	Iteration 15Q: 3 clusters Score -677153.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -677158.062500 Penalty: 4337.423828
	Iteration 16Q: 3 clusters Score -677158.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -677160.187500 Penalty: 4337.423828
	Iteration 17Q: 3 clusters Score -677160.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -677162.000000 Penalty: 4337.423828
	Iteration 18Q: 3 clusters Score -677162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -677162.000000 Penalty: 4337.423828
	Iteration 19F: 3 clusters Score -677162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Entering Unmasked Estep 
Score: -1220129.125000 Penalty: 2298.404541
	Iteration 0F: 2 clusters Score -1220129 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 5351 members 
Entering Unmasked Estep 
Score: -1212076.125000 Penalty: 4596.809082
	Iteration 0F: 3 clusters Score -1212076 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1214755.500000 Penalty: 4596.809082
	Iteration 1F: 3 clusters Score -1214756 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1215409.000000 Penalty: 4596.809082
	Iteration 2F: 3 clusters Score -1215409 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1215981.375000 Penalty: 4596.809082
	Iteration 3F: 3 clusters Score -1215981 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1216477.000000 Penalty: 4596.809082
	Iteration 4F: 3 clusters Score -1216477 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1216883.375000 Penalty: 4596.809082
	Iteration 5F: 3 clusters Score -1216883 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1217212.125000 Penalty: 4596.809082
	Iteration 6F: 3 clusters Score -1217212 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1217445.500000 Penalty: 4596.809082
	Iteration 7Q: 3 clusters Score -1217446 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1217615.125000 Penalty: 4596.809082
	Iteration 8Q: 3 clusters Score -1217615 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1217742.375000 Penalty: 4596.809082
	Iteration 9Q: 3 clusters Score -1217742 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1217879.125000 Penalty: 4596.809082
	Iteration 10Q: 3 clusters Score -1217879 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1218006.375000 Penalty: 4596.809082
	Iteration 11Q: 3 clusters Score -1218006 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1218124.750000 Penalty: 4596.809082
	Iteration 12Q: 3 clusters Score -1218125 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1218228.000000 Penalty: 4596.809082
	Iteration 13Q: 3 clusters Score -1218228 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1218322.000000 Penalty: 4596.809082
	Iteration 14Q: 3 clusters Score -1218322 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1218436.250000 Penalty: 4596.809082
	Iteration 15Q: 3 clusters Score -1218436 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1218528.000000 Penalty: 4596.809082
	Iteration 16Q: 3 clusters Score -1218528 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1218610.500000 Penalty: 4596.809082
	Iteration 17Q: 3 clusters Score -1218610 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1218679.000000 Penalty: 4596.809082
	Iteration 18Q: 3 clusters Score -1218679 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1218747.500000 Penalty: 4596.809082
	Iteration 19Q: 3 clusters Score -1218748 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1218806.625000 Penalty: 4596.809082
	Iteration 20F: 3 clusters Score -1218807 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1218854.000000 Penalty: 4596.809082
	Iteration 21Q: 3 clusters Score -1218854 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1218902.625000 Penalty: 4596.809082
	Iteration 22Q: 3 clusters Score -1218903 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1218950.500000 Penalty: 4596.809082
	Iteration 23Q: 3 clusters Score -1218950 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1219006.250000 Penalty: 4596.809082
	Iteration 24Q: 3 clusters Score -1219006 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1219067.500000 Penalty: 4596.809082
	Iteration 25Q: 3 clusters Score -1219068 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1219123.375000 Penalty: 4596.809082
	Iteration 26Q: 3 clusters Score -1219123 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1219162.250000 Penalty: 4596.809082
	Iteration 27Q: 3 clusters Score -1219162 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1219191.125000 Penalty: 4596.809082
	Iteration 28Q: 3 clusters Score -1219191 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1219218.125000 Penalty: 4596.809082
	Iteration 29Q: 3 clusters Score -1219218 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1219231.750000 Penalty: 4596.809082
	Iteration 30Q: 3 clusters Score -1219232 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1219240.250000 Penalty: 4596.809082
	Iteration 31Q: 3 clusters Score -1219240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1219244.875000 Penalty: 4596.809082
	Iteration 32Q: 3 clusters Score -1219245 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1219250.625000 Penalty: 4596.809082
	Iteration 33Q: 3 clusters Score -1219251 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1219255.750000 Penalty: 4596.809082
	Iteration 34Q: 3 clusters Score -1219256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1219261.125000 Penalty: 4596.809082
	Iteration 35Q: 3 clusters Score -1219261 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1219266.125000 Penalty: 4596.809082
	Iteration 36Q: 3 clusters Score -1219266 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1219270.250000 Penalty: 4596.809082
	Iteration 37Q: 3 clusters Score -1219270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1219272.750000 Penalty: 4596.809082
	Iteration 38Q: 3 clusters Score -1219273 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1219275.875000 Penalty: 4596.809082
	Iteration 39Q: 3 clusters Score -1219276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1219278.125000 Penalty: 4596.809082
	Iteration 40F: 3 clusters Score -1219278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1219285.125000 Penalty: 4596.809082
	Iteration 41Q: 3 clusters Score -1219285 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1219288.250000 Penalty: 4596.809082
	Iteration 42Q: 3 clusters Score -1219288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1219292.875000 Penalty: 4596.809082
	Iteration 43Q: 3 clusters Score -1219293 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1219297.375000 Penalty: 4596.809082
	Iteration 44Q: 3 clusters Score -1219297 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1219297.750000 Penalty: 4596.809082
	Iteration 45Q: 3 clusters Score -1219298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1219299.625000 Penalty: 4596.809082
	Iteration 46Q: 3 clusters Score -1219300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1219300.000000 Penalty: 4596.809082
	Iteration 47Q: 3 clusters Score -1219300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1219301.250000 Penalty: 4596.809082
	Iteration 48Q: 3 clusters Score -1219301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1219302.500000 Penalty: 4596.809082
	Iteration 49Q: 3 clusters Score -1219302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1219305.000000 Penalty: 4596.809082
	Iteration 50Q: 3 clusters Score -1219305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1219307.250000 Penalty: 4596.809082
	Iteration 51Q: 3 clusters Score -1219307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1219307.500000 Penalty: 4596.809082
	Iteration 52Q: 3 clusters Score -1219308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1219307.625000 Penalty: 4596.809082
	Iteration 53Q: 3 clusters Score -1219308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1219310.375000 Penalty: 4596.809082
	Iteration 54Q: 3 clusters Score -1219310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1219309.750000 Penalty: 4596.809082
	Iteration 55Q: 3 clusters Score -1219310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1219310.125000 Penalty: 4596.809082
	Iteration 56Q: 3 clusters Score -1219310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1219310.625000 Penalty: 4596.809082
	Iteration 57Q: 3 clusters Score -1219311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1219309.500000 Penalty: 4596.809082
	Iteration 58Q: 3 clusters Score -1219310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1219311.375000 Penalty: 4596.809082
	Iteration 59Q: 3 clusters Score -1219311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1219310.250000 Penalty: 4596.809082
	Iteration 60F: 3 clusters Score -1219310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1219310.500000 Penalty: 4596.809082
	Iteration 61Q: 3 clusters Score -1219310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1219312.500000 Penalty: 4596.809082
	Iteration 62Q: 3 clusters Score -1219312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1219313.750000 Penalty: 4596.809082
	Iteration 63Q: 3 clusters Score -1219314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1219314.375000 Penalty: 4596.809082
	Iteration 64Q: 3 clusters Score -1219314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1219313.500000 Penalty: 4596.809082
	Iteration 65Q: 3 clusters Score -1219314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1219314.250000 Penalty: 4596.809082
	Iteration 66Q: 3 clusters Score -1219314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1219313.250000 Penalty: 4596.809082
	Iteration 67Q: 3 clusters Score -1219313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1219313.250000 Penalty: 4596.809082
	Iteration 68F: 3 clusters Score -1219313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (42501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42501 members 
Entering Unmasked Estep 
Score: -5148764.500000 Penalty: 2643.006104
	Iteration 0F: 2 clusters Score -5148764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -5119865.000000 Penalty: 5286.012207
	Iteration 0F: 3 clusters Score -5119865 nChanged 19661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -5130824.000000 Penalty: 5286.012207
	Iteration 1F: 3 clusters Score -5130824 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -5131623.500000 Penalty: 5286.012207
	Iteration 2Q: 3 clusters Score -5131624 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -5132714.000000 Penalty: 5286.012207
	Iteration 3F: 3 clusters Score -5132714 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -5134306.000000 Penalty: 5286.012207
	Iteration 4F: 3 clusters Score -5134306 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -5136295.000000 Penalty: 5286.012207
	Iteration 5F: 3 clusters Score -5136295 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -5138484.500000 Penalty: 5286.012207
	Iteration 6F: 3 clusters Score -5138484 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -5140364.500000 Penalty: 5286.012207
	Iteration 7F: 3 clusters Score -5140364 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29256 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -5142046.000000 Penalty: 5286.012207
	Iteration 8F: 3 clusters Score -5142046 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -5143392.500000 Penalty: 5286.012207
	Iteration 9Q: 3 clusters Score -5143392 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32349 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -5144493.500000 Penalty: 5286.012207
	Iteration 10Q: 3 clusters Score -5144494 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33601 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -5145304.000000 Penalty: 5286.012207
	Iteration 11Q: 3 clusters Score -5145304 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -5145874.500000 Penalty: 5286.012207
	Iteration 12Q: 3 clusters Score -5145874 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35382 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -5146269.000000 Penalty: 5286.012207
	Iteration 13Q: 3 clusters Score -5146269 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -5146608.500000 Penalty: 5286.012207
	Iteration 14Q: 3 clusters Score -5146608 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36702 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -5146944.500000 Penalty: 5286.012207
	Iteration 15Q: 3 clusters Score -5146944 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37209 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -5147164.000000 Penalty: 5286.012207
	Iteration 16Q: 3 clusters Score -5147164 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37625 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -5147321.500000 Penalty: 5286.012207
	Iteration 17Q: 3 clusters Score -5147322 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37972 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -5147443.000000 Penalty: 5286.012207
	Iteration 18Q: 3 clusters Score -5147443 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38266 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -5147563.000000 Penalty: 5286.012207
	Iteration 19Q: 3 clusters Score -5147563 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38537 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -5147652.500000 Penalty: 5286.012207
	Iteration 20F: 3 clusters Score -5147652 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38764 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -5147714.500000 Penalty: 5286.012207
	Iteration 21Q: 3 clusters Score -5147714 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38957 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -5147766.000000 Penalty: 5286.012207
	Iteration 22Q: 3 clusters Score -5147766 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39113 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -5147819.000000 Penalty: 5286.012207
	Iteration 23Q: 3 clusters Score -5147819 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39225 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -5147854.000000 Penalty: 5286.012207
	Iteration 24Q: 3 clusters Score -5147854 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39320 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -5147882.500000 Penalty: 5286.012207
	Iteration 25Q: 3 clusters Score -5147882 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39401 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -5147897.500000 Penalty: 5286.012207
	Iteration 26Q: 3 clusters Score -5147898 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39463 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -5147913.500000 Penalty: 5286.012207
	Iteration 27Q: 3 clusters Score -5147914 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39513 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -5147931.500000 Penalty: 5286.012207
	Iteration 28Q: 3 clusters Score -5147932 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -5147944.000000 Penalty: 5286.012207
	Iteration 29Q: 3 clusters Score -5147944 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -5147956.500000 Penalty: 5286.012207
	Iteration 30Q: 3 clusters Score -5147956 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -5147955.000000 Penalty: 5286.012207
	Iteration 31Q: 3 clusters Score -5147955 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39655 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -5147965.500000 Penalty: 5286.012207
	Iteration 32Q: 3 clusters Score -5147966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39672 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -5147969.000000 Penalty: 5286.012207
	Iteration 33Q: 3 clusters Score -5147969 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39692 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -5147967.500000 Penalty: 5286.012207
	Iteration 34Q: 3 clusters Score -5147968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39712 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -5147972.000000 Penalty: 5286.012207
	Iteration 35Q: 3 clusters Score -5147972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39731 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -5147968.000000 Penalty: 5286.012207
	Iteration 36Q: 3 clusters Score -5147968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39746 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -5147963.000000 Penalty: 5286.012207
	Iteration 37Q: 3 clusters Score -5147963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39757 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -5147975.000000 Penalty: 5286.012207
	Iteration 38Q: 3 clusters Score -5147975 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -5147966.500000 Penalty: 5286.012207
	Iteration 39Q: 3 clusters Score -5147966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39772 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -5147969.500000 Penalty: 5286.012207
	Iteration 40F: 3 clusters Score -5147970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39774 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -5147974.500000 Penalty: 5286.012207
	Iteration 41Q: 3 clusters Score -5147974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39777 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -5147972.000000 Penalty: 5286.012207
	Iteration 42Q: 3 clusters Score -5147972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39782 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -5147973.000000 Penalty: 5286.012207
	Iteration 43Q: 3 clusters Score -5147973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39791 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -5147977.500000 Penalty: 5286.012207
	Iteration 44Q: 3 clusters Score -5147978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39798 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -5147977.000000 Penalty: 5286.012207
	Iteration 45Q: 3 clusters Score -5147977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39804 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -5147981.500000 Penalty: 5286.012207
	Iteration 46Q: 3 clusters Score -5147982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39808 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -5147975.500000 Penalty: 5286.012207
	Iteration 47Q: 3 clusters Score -5147976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39814 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -5147976.500000 Penalty: 5286.012207
	Iteration 48Q: 3 clusters Score -5147976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39821 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -5147977.500000 Penalty: 5286.012207
	Iteration 49Q: 3 clusters Score -5147978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39825 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -5147979.500000 Penalty: 5286.012207
	Iteration 50Q: 3 clusters Score -5147980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39829 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -5147978.500000 Penalty: 5286.012207
	Iteration 51Q: 3 clusters Score -5147978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39836 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -5147975.500000 Penalty: 5286.012207
	Iteration 52Q: 3 clusters Score -5147976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39845 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -5147981.000000 Penalty: 5286.012207
	Iteration 53Q: 3 clusters Score -5147981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39851 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -5147974.000000 Penalty: 5286.012207
	Iteration 54Q: 3 clusters Score -5147974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39857 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -5147975.500000 Penalty: 5286.012207
	Iteration 55Q: 3 clusters Score -5147976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39863 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -5147975.500000 Penalty: 5286.012207
	Iteration 56Q: 3 clusters Score -5147976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39868 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -5147977.000000 Penalty: 5286.012207
	Iteration 57Q: 3 clusters Score -5147977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39870 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -5147978.500000 Penalty: 5286.012207
	Iteration 58Q: 3 clusters Score -5147978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39872 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -5147977.000000 Penalty: 5286.012207
	Iteration 59Q: 3 clusters Score -5147977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39874 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -5147976.500000 Penalty: 5286.012207
	Iteration 60F: 3 clusters Score -5147976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39877 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -5147974.000000 Penalty: 5286.012207
	Iteration 61Q: 3 clusters Score -5147974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39881 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -5147970.500000 Penalty: 5286.012207
	Iteration 62Q: 3 clusters Score -5147970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39887 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -5147975.500000 Penalty: 5286.012207
	Iteration 63Q: 3 clusters Score -5147976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39893 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -5147975.500000 Penalty: 5286.012207
	Iteration 64Q: 3 clusters Score -5147976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39895 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -5147980.000000 Penalty: 5286.012207
	Iteration 65Q: 3 clusters Score -5147980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -5147982.000000 Penalty: 5286.012207
	Iteration 66Q: 3 clusters Score -5147982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39898 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -5147984.000000 Penalty: 5286.012207
	Iteration 67Q: 3 clusters Score -5147984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -5147981.000000 Penalty: 5286.012207
	Iteration 68Q: 3 clusters Score -5147981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -5147979.000000 Penalty: 5286.012207
	Iteration 69Q: 3 clusters Score -5147979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -5147983.000000 Penalty: 5286.012207
	Iteration 70Q: 3 clusters Score -5147983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39906 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -5147980.000000 Penalty: 5286.012207
	Iteration 71Q: 3 clusters Score -5147980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39907 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -5147982.500000 Penalty: 5286.012207
	Iteration 72Q: 3 clusters Score -5147982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39907 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -5147982.500000 Penalty: 5286.012207
	Iteration 73F: 3 clusters Score -5147982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Entering Unmasked Estep 
Score: -1266622.625000 Penalty: 2309.374512
	Iteration 0F: 2 clusters Score -1266623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1258352.625000 Penalty: 4618.749023
	Iteration 0F: 3 clusters Score -1258353 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1260779.375000 Penalty: 4618.749023
	Iteration 1F: 3 clusters Score -1260779 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1261151.125000 Penalty: 4618.749023
	Iteration 2F: 3 clusters Score -1261151 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1261448.875000 Penalty: 4618.749023
	Iteration 3F: 3 clusters Score -1261449 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1261709.875000 Penalty: 4618.749023
	Iteration 4Q: 3 clusters Score -1261710 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1261969.750000 Penalty: 4618.749023
	Iteration 5Q: 3 clusters Score -1261970 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1262232.625000 Penalty: 4618.749023
	Iteration 6Q: 3 clusters Score -1262233 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1262495.750000 Penalty: 4618.749023
	Iteration 7Q: 3 clusters Score -1262496 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1262768.375000 Penalty: 4618.749023
	Iteration 8Q: 3 clusters Score -1262768 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1263015.875000 Penalty: 4618.749023
	Iteration 9Q: 3 clusters Score -1263016 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1263276.625000 Penalty: 4618.749023
	Iteration 10Q: 3 clusters Score -1263277 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1263564.875000 Penalty: 4618.749023
	Iteration 11Q: 3 clusters Score -1263565 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1263837.625000 Penalty: 4618.749023
	Iteration 12Q: 3 clusters Score -1263838 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1264091.000000 Penalty: 4618.749023
	Iteration 13Q: 3 clusters Score -1264091 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1264308.000000 Penalty: 4618.749023
	Iteration 14Q: 3 clusters Score -1264308 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1264478.125000 Penalty: 4618.749023
	Iteration 15Q: 3 clusters Score -1264478 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1264585.125000 Penalty: 4618.749023
	Iteration 16Q: 3 clusters Score -1264585 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1264660.625000 Penalty: 4618.749023
	Iteration 17Q: 3 clusters Score -1264661 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1264719.625000 Penalty: 4618.749023
	Iteration 18Q: 3 clusters Score -1264720 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1264773.250000 Penalty: 4618.749023
	Iteration 19Q: 3 clusters Score -1264773 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1264802.375000 Penalty: 4618.749023
	Iteration 20F: 3 clusters Score -1264802 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1264821.125000 Penalty: 4618.749023
	Iteration 21Q: 3 clusters Score -1264821 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1264831.625000 Penalty: 4618.749023
	Iteration 22Q: 3 clusters Score -1264832 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1264844.000000 Penalty: 4618.749023
	Iteration 23Q: 3 clusters Score -1264844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1264858.000000 Penalty: 4618.749023
	Iteration 24Q: 3 clusters Score -1264858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1264864.375000 Penalty: 4618.749023
	Iteration 25Q: 3 clusters Score -1264864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1264870.375000 Penalty: 4618.749023
	Iteration 26Q: 3 clusters Score -1264870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1264876.750000 Penalty: 4618.749023
	Iteration 27Q: 3 clusters Score -1264877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1264880.250000 Penalty: 4618.749023
	Iteration 28Q: 3 clusters Score -1264880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1264884.375000 Penalty: 4618.749023
	Iteration 29Q: 3 clusters Score -1264884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1264889.250000 Penalty: 4618.749023
	Iteration 30Q: 3 clusters Score -1264889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1264890.250000 Penalty: 4618.749023
	Iteration 31Q: 3 clusters Score -1264890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1264893.375000 Penalty: 4618.749023
	Iteration 32Q: 3 clusters Score -1264893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1264893.875000 Penalty: 4618.749023
	Iteration 33Q: 3 clusters Score -1264894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1264898.125000 Penalty: 4618.749023
	Iteration 34Q: 3 clusters Score -1264898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1264901.500000 Penalty: 4618.749023
	Iteration 35Q: 3 clusters Score -1264902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1264903.250000 Penalty: 4618.749023
	Iteration 36Q: 3 clusters Score -1264903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1264903.250000 Penalty: 4618.749023
	Iteration 37F: 3 clusters Score -1264903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Entering Unmasked Estep 
Score: -386670.312500 Penalty: 2025.854980
	Iteration 0F: 2 clusters Score -386670.3 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 1758 members 
Entering Unmasked Estep 
Score: -383033.656250 Penalty: 4051.709961
	Iteration 0F: 3 clusters Score -383033.7 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -383879.406250 Penalty: 4051.709961
	Iteration 1F: 3 clusters Score -383879.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -384131.500000 Penalty: 4051.709961
	Iteration 2F: 3 clusters Score -384131.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -384318.531250 Penalty: 4051.709961
	Iteration 3F: 3 clusters Score -384318.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -384496.437500 Penalty: 4051.709961
	Iteration 4F: 3 clusters Score -384496.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -384677.968750 Penalty: 4051.709961
	Iteration 5Q: 3 clusters Score -384678 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -384866.625000 Penalty: 4051.709961
	Iteration 6Q: 3 clusters Score -384866.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -385055.718750 Penalty: 4051.709961
	Iteration 7Q: 3 clusters Score -385055.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -385237.000000 Penalty: 4051.709961
	Iteration 8Q: 3 clusters Score -385237 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -385375.656250 Penalty: 4051.709961
	Iteration 9Q: 3 clusters Score -385375.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -385516.406250 Penalty: 4051.709961
	Iteration 10Q: 3 clusters Score -385516.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -385651.000000 Penalty: 4051.709961
	Iteration 11Q: 3 clusters Score -385651 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -385729.500000 Penalty: 4051.709961
	Iteration 12Q: 3 clusters Score -385729.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -385798.687500 Penalty: 4051.709961
	Iteration 13Q: 3 clusters Score -385798.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -385826.281250 Penalty: 4051.709961
	Iteration 14Q: 3 clusters Score -385826.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -385844.406250 Penalty: 4051.709961
	Iteration 15Q: 3 clusters Score -385844.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -385853.937500 Penalty: 4051.709961
	Iteration 16Q: 3 clusters Score -385853.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -385860.000000 Penalty: 4051.709961
	Iteration 17Q: 3 clusters Score -385860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -385865.687500 Penalty: 4051.709961
	Iteration 18Q: 3 clusters Score -385865.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -385869.062500 Penalty: 4051.709961
	Iteration 19Q: 3 clusters Score -385869.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -385873.843750 Penalty: 4051.709961
	Iteration 20F: 3 clusters Score -385873.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -385881.781250 Penalty: 4051.709961
	Iteration 21Q: 3 clusters Score -385881.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -385886.031250 Penalty: 4051.709961
	Iteration 22Q: 3 clusters Score -385886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -385890.312500 Penalty: 4051.709961
	Iteration 23Q: 3 clusters Score -385890.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -385894.968750 Penalty: 4051.709961
	Iteration 24Q: 3 clusters Score -385895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -385896.562500 Penalty: 4051.709961
	Iteration 25Q: 3 clusters Score -385896.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -385899.437500 Penalty: 4051.709961
	Iteration 26Q: 3 clusters Score -385899.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -385902.406250 Penalty: 4051.709961
	Iteration 27Q: 3 clusters Score -385902.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -385904.000000 Penalty: 4051.709961
	Iteration 28Q: 3 clusters Score -385904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -385904.437500 Penalty: 4051.709961
	Iteration 29Q: 3 clusters Score -385904.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -385905.343750 Penalty: 4051.709961
	Iteration 30Q: 3 clusters Score -385905.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -385905.375000 Penalty: 4051.709961
	Iteration 31Q: 3 clusters Score -385905.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -385905.375000 Penalty: 4051.709961
	Iteration 32F: 3 clusters Score -385905.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Entering Unmasked Estep 
Score: -44317.492188 Penalty: 1489.575684
	Iteration 0F: 2 clusters Score -44317.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -42938.066406 Penalty: 2979.151367
	Iteration 0F: 3 clusters Score -42938.07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -43084.312500 Penalty: 2979.151367
	Iteration 1F: 3 clusters Score -43084.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -43142.539062 Penalty: 2979.151367
	Iteration 2Q: 3 clusters Score -43142.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43153.996094 Penalty: 2979.151367
	Iteration 3Q: 3 clusters Score -43154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -43156.339844 Penalty: 2979.151367
	Iteration 4Q: 3 clusters Score -43156.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43158.363281 Penalty: 2979.151367
	Iteration 5Q: 3 clusters Score -43158.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -43162.425781 Penalty: 2979.151367
	Iteration 6Q: 3 clusters Score -43162.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43173.734375 Penalty: 2979.151367
	Iteration 7Q: 3 clusters Score -43173.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -43177.097656 Penalty: 2979.151367
	Iteration 8Q: 3 clusters Score -43177.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -43177.097656 Penalty: 2979.151367
	Iteration 9F: 3 clusters Score -43177.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Entering Unmasked Estep 
Score: -963277.875000 Penalty: 2242.748535
	Iteration 0F: 2 clusters Score -963277.9 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 4260 members 
Entering Unmasked Estep 
Score: -956615.062500 Penalty: 4485.497070
	Iteration 0F: 3 clusters Score -956615.1 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -958600.625000 Penalty: 4485.497070
	Iteration 1F: 3 clusters Score -958600.6 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -959055.375000 Penalty: 4485.497070
	Iteration 2F: 3 clusters Score -959055.4 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -959480.687500 Penalty: 4485.497070
	Iteration 3F: 3 clusters Score -959480.7 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -959964.875000 Penalty: 4485.497070
	Iteration 4F: 3 clusters Score -959964.9 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -960377.125000 Penalty: 4485.497070
	Iteration 5F: 3 clusters Score -960377.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -960711.062500 Penalty: 4485.497070
	Iteration 6F: 3 clusters Score -960711.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -960989.937500 Penalty: 4485.497070
	Iteration 7Q: 3 clusters Score -960989.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -961260.437500 Penalty: 4485.497070
	Iteration 8Q: 3 clusters Score -961260.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -961542.125000 Penalty: 4485.497070
	Iteration 9Q: 3 clusters Score -961542.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -961799.750000 Penalty: 4485.497070
	Iteration 10Q: 3 clusters Score -961799.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -961947.437500 Penalty: 4485.497070
	Iteration 11Q: 3 clusters Score -961947.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -962022.562500 Penalty: 4485.497070
	Iteration 12Q: 3 clusters Score -962022.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -962062.687500 Penalty: 4485.497070
	Iteration 13Q: 3 clusters Score -962062.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -962086.937500 Penalty: 4485.497070
	Iteration 14Q: 3 clusters Score -962086.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -962107.812500 Penalty: 4485.497070
	Iteration 15Q: 3 clusters Score -962107.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -962126.500000 Penalty: 4485.497070
	Iteration 16Q: 3 clusters Score -962126.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -962154.625000 Penalty: 4485.497070
	Iteration 17Q: 3 clusters Score -962154.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -962172.062500 Penalty: 4485.497070
	Iteration 18Q: 3 clusters Score -962172.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -962198.625000 Penalty: 4485.497070
	Iteration 19Q: 3 clusters Score -962198.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -962237.375000 Penalty: 4485.497070
	Iteration 20F: 3 clusters Score -962237.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -962276.750000 Penalty: 4485.497070
	Iteration 21Q: 3 clusters Score -962276.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -962305.875000 Penalty: 4485.497070
	Iteration 22Q: 3 clusters Score -962305.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -962328.875000 Penalty: 4485.497070
	Iteration 23Q: 3 clusters Score -962328.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -962342.187500 Penalty: 4485.497070
	Iteration 24Q: 3 clusters Score -962342.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -962347.250000 Penalty: 4485.497070
	Iteration 25Q: 3 clusters Score -962347.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -962352.125000 Penalty: 4485.497070
	Iteration 26Q: 3 clusters Score -962352.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -962360.250000 Penalty: 4485.497070
	Iteration 27Q: 3 clusters Score -962360.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -962365.125000 Penalty: 4485.497070
	Iteration 28Q: 3 clusters Score -962365.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -962372.250000 Penalty: 4485.497070
	Iteration 29Q: 3 clusters Score -962372.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -962374.687500 Penalty: 4485.497070
	Iteration 30Q: 3 clusters Score -962374.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -962378.187500 Penalty: 4485.497070
	Iteration 31Q: 3 clusters Score -962378.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -962382.750000 Penalty: 4485.497070
	Iteration 32Q: 3 clusters Score -962382.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -962386.062500 Penalty: 4485.497070
	Iteration 33Q: 3 clusters Score -962386.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -962388.875000 Penalty: 4485.497070
	Iteration 34Q: 3 clusters Score -962388.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -962392.125000 Penalty: 4485.497070
	Iteration 35Q: 3 clusters Score -962392.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -962391.812500 Penalty: 4485.497070
	Iteration 36Q: 3 clusters Score -962391.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -962394.125000 Penalty: 4485.497070
	Iteration 37Q: 3 clusters Score -962394.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -962392.875000 Penalty: 4485.497070
	Iteration 38Q: 3 clusters Score -962392.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -962394.312500 Penalty: 4485.497070
	Iteration 39Q: 3 clusters Score -962394.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -962395.000000 Penalty: 4485.497070
	Iteration 40F: 3 clusters Score -962395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -962396.250000 Penalty: 4485.497070
	Iteration 41Q: 3 clusters Score -962396.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -962396.312500 Penalty: 4485.497070
	Iteration 42Q: 3 clusters Score -962396.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -962396.312500 Penalty: 4485.497070
	Iteration 43F: 3 clusters Score -962396.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (204252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204252 members 
Entering Unmasked Estep 
Score: -24389298.000000 Penalty: 3032.323242
	Iteration 0F: 2 clusters Score -2.43893e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102184 members 
Mstep: Class 2 contains 102068 members 
Entering Unmasked Estep 
Score: -24252610.000000 Penalty: 6064.646484
	Iteration 0F: 3 clusters Score -2.425261e+07 nChanged 98316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105302 members 
Mstep: Class 2 contains 98950 members 
Entering Unmasked Estep 
Score: -24311000.000000 Penalty: 6064.646484
	Iteration 1F: 3 clusters Score -2.4311e+07 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107658 members 
Mstep: Class 2 contains 96594 members 
Entering Unmasked Estep 
Score: -24312490.000000 Penalty: 6064.646484
	Iteration 2Q: 3 clusters Score -2.431249e+07 nChanged 7236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111282 members 
Mstep: Class 2 contains 92970 members 
Entering Unmasked Estep 
Score: -24314498.000000 Penalty: 6064.646484
	Iteration 3Q: 3 clusters Score -2.43145e+07 nChanged 8290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116442 members 
Mstep: Class 2 contains 87810 members 
Entering Unmasked Estep 
Score: -24317180.000000 Penalty: 6064.646484
	Iteration 4Q: 3 clusters Score -2.431718e+07 nChanged 9696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123842 members 
Mstep: Class 2 contains 80410 members 
Entering Unmasked Estep 
Score: -24321186.000000 Penalty: 6064.646484
	Iteration 5Q: 3 clusters Score -2.432119e+07 nChanged 11472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133804 members 
Mstep: Class 2 contains 70448 members 
Entering Unmasked Estep 
Score: -24326888.000000 Penalty: 6064.646484
	Iteration 6F: 3 clusters Score -2.432689e+07 nChanged 13487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146587 members 
Mstep: Class 2 contains 57665 members 
Entering Unmasked Estep 
Score: -24335554.000000 Penalty: 6064.646484
	Iteration 7F: 3 clusters Score -2.433555e+07 nChanged 15296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161615 members 
Mstep: Class 2 contains 42637 members 
Entering Unmasked Estep 
Score: -24347640.000000 Penalty: 6064.646484
	Iteration 8F: 3 clusters Score -2.434764e+07 nChanged 15576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177155 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -24361684.000000 Penalty: 6064.646484
	Iteration 9F: 3 clusters Score -2.436168e+07 nChanged 12885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190036 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -24373914.000000 Penalty: 6064.646484
	Iteration 10F: 3 clusters Score -2.437391e+07 nChanged 8173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198209 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -24381660.000000 Penalty: 6064.646484
	Iteration 11Q: 3 clusters Score -2.438166e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201987 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -24384836.000000 Penalty: 6064.646484
	Iteration 12Q: 3 clusters Score -2.438484e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203348 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -24385980.000000 Penalty: 6064.646484
	Iteration 13Q: 3 clusters Score -2.438598e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203758 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -24386372.000000 Penalty: 6064.646484
	Iteration 14Q: 3 clusters Score -2.438637e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203885 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -24386518.000000 Penalty: 6064.646484
	Iteration 15Q: 3 clusters Score -2.438652e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203921 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -24386566.000000 Penalty: 6064.646484
	Iteration 16Q: 3 clusters Score -2.438657e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203950 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -24386610.000000 Penalty: 6064.646484
	Iteration 17Q: 3 clusters Score -2.438661e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203969 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -24386618.000000 Penalty: 6064.646484
	Iteration 18Q: 3 clusters Score -2.438662e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203980 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -24386650.000000 Penalty: 6064.646484
	Iteration 19Q: 3 clusters Score -2.438665e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203983 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -24386660.000000 Penalty: 6064.646484
	Iteration 20F: 3 clusters Score -2.438666e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203983 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -24386662.000000 Penalty: 6064.646484
	Iteration 21Q: 3 clusters Score -2.438666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203987 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -24386666.000000 Penalty: 6064.646484
	Iteration 22Q: 3 clusters Score -2.438667e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203986 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -24386662.000000 Penalty: 6064.646484
	Iteration 23Q: 3 clusters Score -2.438666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203986 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -24386658.000000 Penalty: 6064.646484
	Iteration 24Q: 3 clusters Score -2.438666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203987 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -24386666.000000 Penalty: 6064.646484
	Iteration 25Q: 3 clusters Score -2.438667e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203988 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -24386656.000000 Penalty: 6064.646484
	Iteration 26Q: 3 clusters Score -2.438666e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203988 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -24386656.000000 Penalty: 6064.646484
	Iteration 27F: 3 clusters Score -2.438666e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (227747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227747 members 
Entering Unmasked Estep 
Score: -27977764.000000 Penalty: 3059.325684
	Iteration 0F: 2 clusters Score -2.797776e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113646 members 
Mstep: Class 2 contains 114101 members 
Entering Unmasked Estep 
Score: -27831058.000000 Penalty: 6118.651367
	Iteration 0F: 3 clusters Score -2.783106e+07 nChanged 109398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109258 members 
Mstep: Class 2 contains 118489 members 
Entering Unmasked Estep 
Score: -27895354.000000 Penalty: 6118.651367
	Iteration 1F: 3 clusters Score -2.789535e+07 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106244 members 
Mstep: Class 2 contains 121503 members 
Entering Unmasked Estep 
Score: -27896646.000000 Penalty: 6118.651367
	Iteration 2Q: 3 clusters Score -2.789665e+07 nChanged 6915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101527 members 
Mstep: Class 2 contains 126220 members 
Entering Unmasked Estep 
Score: -27898202.000000 Penalty: 6118.651367
	Iteration 3Q: 3 clusters Score -2.78982e+07 nChanged 8795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94194 members 
Mstep: Class 2 contains 133553 members 
Entering Unmasked Estep 
Score: -27901278.000000 Penalty: 6118.651367
	Iteration 4Q: 3 clusters Score -2.790128e+07 nChanged 11956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83118 members 
Mstep: Class 2 contains 144629 members 
Entering Unmasked Estep 
Score: -27907076.000000 Penalty: 6118.651367
	Iteration 5F: 3 clusters Score -2.790708e+07 nChanged 16256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67376 members 
Mstep: Class 2 contains 160371 members 
Entering Unmasked Estep 
Score: -27917838.000000 Penalty: 6118.651367
	Iteration 6F: 3 clusters Score -2.791784e+07 nChanged 19997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47625 members 
Mstep: Class 2 contains 180122 members 
Entering Unmasked Estep 
Score: -27934388.000000 Penalty: 6118.651367
	Iteration 7F: 3 clusters Score -2.793439e+07 nChanged 19937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 199963 members 
Entering Unmasked Estep 
Score: -27952176.000000 Penalty: 6118.651367
	Iteration 8F: 3 clusters Score -2.795218e+07 nChanged 14538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 214471 members 
Entering Unmasked Estep 
Score: -27964674.000000 Penalty: 6118.651367
	Iteration 9F: 3 clusters Score -2.796467e+07 nChanged 7980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 222445 members 
Entering Unmasked Estep 
Score: -27971176.000000 Penalty: 6118.651367
	Iteration 10Q: 3 clusters Score -2.797118e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 225752 members 
Entering Unmasked Estep 
Score: -27973752.000000 Penalty: 6118.651367
	Iteration 11Q: 3 clusters Score -2.797375e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 226893 members 
Entering Unmasked Estep 
Score: -27974560.000000 Penalty: 6118.651367
	Iteration 12Q: 3 clusters Score -2.797456e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 227257 members 
Entering Unmasked Estep 
Score: -27974864.000000 Penalty: 6118.651367
	Iteration 13Q: 3 clusters Score -2.797486e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 227360 members 
Entering Unmasked Estep 
Score: -27975014.000000 Penalty: 6118.651367
	Iteration 14Q: 3 clusters Score -2.797501e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 227392 members 
Entering Unmasked Estep 
Score: -27975072.000000 Penalty: 6118.651367
	Iteration 15Q: 3 clusters Score -2.797507e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 227401 members 
Entering Unmasked Estep 
Score: -27975120.000000 Penalty: 6118.651367
	Iteration 16Q: 3 clusters Score -2.797512e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 227411 members 
Entering Unmasked Estep 
Score: -27975148.000000 Penalty: 6118.651367
	Iteration 17Q: 3 clusters Score -2.797515e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 227417 members 
Entering Unmasked Estep 
Score: -27975172.000000 Penalty: 6118.651367
	Iteration 18Q: 3 clusters Score -2.797517e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 227417 members 
Entering Unmasked Estep 
Score: -27975184.000000 Penalty: 6118.651367
	Iteration 19Q: 3 clusters Score -2.797518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 227415 members 
Entering Unmasked Estep 
Score: -27975186.000000 Penalty: 6118.651367
	Iteration 20F: 3 clusters Score -2.797519e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 227414 members 
Entering Unmasked Estep 
Score: -27975188.000000 Penalty: 6118.651367
	Iteration 21Q: 3 clusters Score -2.797519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 227415 members 
Entering Unmasked Estep 
Score: -27975180.000000 Penalty: 6118.651367
	Iteration 22Q: 3 clusters Score -2.797518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 227417 members 
Entering Unmasked Estep 
Score: -27975190.000000 Penalty: 6118.651367
	Iteration 23Q: 3 clusters Score -2.797519e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 227418 members 
Entering Unmasked Estep 
Score: -27975180.000000 Penalty: 6118.651367
	Iteration 24Q: 3 clusters Score -2.797518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 227416 members 
Entering Unmasked Estep 
Score: -27975190.000000 Penalty: 6118.651367
	Iteration 25Q: 3 clusters Score -2.797519e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 227416 members 
Entering Unmasked Estep 
Score: -27975182.000000 Penalty: 6118.651367
	Iteration 26Q: 3 clusters Score -2.797518e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 227416 members 
Entering Unmasked Estep 
Score: -27975182.000000 Penalty: 6118.651367
	Iteration 27F: 3 clusters Score -2.797518e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (10389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Entering Unmasked Estep 
Score: -1219053.625000 Penalty: 2293.628662
	Iteration 0F: 2 clusters Score -1219054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1211078.625000 Penalty: 4587.257324
	Iteration 0F: 3 clusters Score -1211079 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1213503.750000 Penalty: 4587.257324
	Iteration 1F: 3 clusters Score -1213504 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1213885.500000 Penalty: 4587.257324
	Iteration 2F: 3 clusters Score -1213886 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1214223.875000 Penalty: 4587.257324
	Iteration 3F: 3 clusters Score -1214224 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1214566.000000 Penalty: 4587.257324
	Iteration 4F: 3 clusters Score -1214566 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1214897.375000 Penalty: 4587.257324
	Iteration 5F: 3 clusters Score -1214897 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1215230.375000 Penalty: 4587.257324
	Iteration 6F: 3 clusters Score -1215230 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1215530.000000 Penalty: 4587.257324
	Iteration 7Q: 3 clusters Score -1215530 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1215779.875000 Penalty: 4587.257324
	Iteration 8Q: 3 clusters Score -1215780 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1215989.375000 Penalty: 4587.257324
	Iteration 9Q: 3 clusters Score -1215989 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1216167.375000 Penalty: 4587.257324
	Iteration 10Q: 3 clusters Score -1216167 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1216298.375000 Penalty: 4587.257324
	Iteration 11Q: 3 clusters Score -1216298 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1216408.250000 Penalty: 4587.257324
	Iteration 12Q: 3 clusters Score -1216408 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1216488.500000 Penalty: 4587.257324
	Iteration 13Q: 3 clusters Score -1216488 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1216548.500000 Penalty: 4587.257324
	Iteration 14Q: 3 clusters Score -1216548 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1216614.250000 Penalty: 4587.257324
	Iteration 15Q: 3 clusters Score -1216614 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1216676.375000 Penalty: 4587.257324
	Iteration 16Q: 3 clusters Score -1216676 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1216746.125000 Penalty: 4587.257324
	Iteration 17Q: 3 clusters Score -1216746 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1216808.375000 Penalty: 4587.257324
	Iteration 18Q: 3 clusters Score -1216808 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1216859.125000 Penalty: 4587.257324
	Iteration 19Q: 3 clusters Score -1216859 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1216891.500000 Penalty: 4587.257324
	Iteration 20F: 3 clusters Score -1216892 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1216933.125000 Penalty: 4587.257324
	Iteration 21Q: 3 clusters Score -1216933 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1216966.500000 Penalty: 4587.257324
	Iteration 22Q: 3 clusters Score -1216966 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1216994.375000 Penalty: 4587.257324
	Iteration 23Q: 3 clusters Score -1216994 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1217021.500000 Penalty: 4587.257324
	Iteration 24Q: 3 clusters Score -1217022 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1217043.750000 Penalty: 4587.257324
	Iteration 25Q: 3 clusters Score -1217044 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1217055.625000 Penalty: 4587.257324
	Iteration 26Q: 3 clusters Score -1217056 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1217069.625000 Penalty: 4587.257324
	Iteration 27Q: 3 clusters Score -1217070 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1217073.250000 Penalty: 4587.257324
	Iteration 28Q: 3 clusters Score -1217073 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1217083.000000 Penalty: 4587.257324
	Iteration 29Q: 3 clusters Score -1217083 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1217090.125000 Penalty: 4587.257324
	Iteration 30Q: 3 clusters Score -1217090 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1217092.750000 Penalty: 4587.257324
	Iteration 31Q: 3 clusters Score -1217093 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1217094.500000 Penalty: 4587.257324
	Iteration 32Q: 3 clusters Score -1217094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1217097.750000 Penalty: 4587.257324
	Iteration 33Q: 3 clusters Score -1217098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1217096.500000 Penalty: 4587.257324
	Iteration 34Q: 3 clusters Score -1217096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1217099.500000 Penalty: 4587.257324
	Iteration 35Q: 3 clusters Score -1217100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1217096.875000 Penalty: 4587.257324
	Iteration 36Q: 3 clusters Score -1217097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1217101.750000 Penalty: 4587.257324
	Iteration 37Q: 3 clusters Score -1217102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1217098.250000 Penalty: 4587.257324
	Iteration 38Q: 3 clusters Score -1217098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1217100.375000 Penalty: 4587.257324
	Iteration 39Q: 3 clusters Score -1217100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1217103.375000 Penalty: 4587.257324
	Iteration 40F: 3 clusters Score -1217103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1217107.375000 Penalty: 4587.257324
	Iteration 41Q: 3 clusters Score -1217107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1217107.750000 Penalty: 4587.257324
	Iteration 42Q: 3 clusters Score -1217108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1217108.625000 Penalty: 4587.257324
	Iteration 43Q: 3 clusters Score -1217109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1217109.625000 Penalty: 4587.257324
	Iteration 44Q: 3 clusters Score -1217110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1217109.125000 Penalty: 4587.257324
	Iteration 45Q: 3 clusters Score -1217109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1217110.375000 Penalty: 4587.257324
	Iteration 46Q: 3 clusters Score -1217110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1217110.375000 Penalty: 4587.257324
	Iteration 47Q: 3 clusters Score -1217110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1217110.375000 Penalty: 4587.257324
	Iteration 48F: 3 clusters Score -1217110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Entering Unmasked Estep 
Score: -47079.300781 Penalty: 1508.390381
	Iteration 0F: 2 clusters Score -47079.3 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 207 members 
Entering Unmasked Estep 
Score: -45600.742188 Penalty: 3016.780762
	Iteration 0F: 3 clusters Score -45600.74 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -45798.199219 Penalty: 3016.780762
	Iteration 1F: 3 clusters Score -45798.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -45891.484375 Penalty: 3016.780762
	Iteration 2F: 3 clusters Score -45891.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -45964.363281 Penalty: 3016.780762
	Iteration 3Q: 3 clusters Score -45964.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -45998.855469 Penalty: 3016.780762
	Iteration 4Q: 3 clusters Score -45998.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -46018.417969 Penalty: 3016.780762
	Iteration 5Q: 3 clusters Score -46018.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -46022.164062 Penalty: 3016.780762
	Iteration 6Q: 3 clusters Score -46022.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -46030.640625 Penalty: 3016.780762
	Iteration 7Q: 3 clusters Score -46030.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -46030.640625 Penalty: 3016.780762
	Iteration 8F: 3 clusters Score -46030.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -60995.183594 Penalty: 1579.310303
	Iteration 0F: 2 clusters Score -60995.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -59410.742188 Penalty: 3158.620605
	Iteration 0F: 3 clusters Score -59410.74 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -59617.753906 Penalty: 3158.620605
	Iteration 1F: 3 clusters Score -59617.75 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -59683.511719 Penalty: 3158.620605
	Iteration 2Q: 3 clusters Score -59683.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -59705.917969 Penalty: 3158.620605
	Iteration 3Q: 3 clusters Score -59705.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -59724.734375 Penalty: 3158.620605
	Iteration 4Q: 3 clusters Score -59724.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -59741.062500 Penalty: 3158.620605
	Iteration 5Q: 3 clusters Score -59741.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -59760.191406 Penalty: 3158.620605
	Iteration 6Q: 3 clusters Score -59760.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -59781.027344 Penalty: 3158.620605
	Iteration 7Q: 3 clusters Score -59781.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -59797.578125 Penalty: 3158.620605
	Iteration 8Q: 3 clusters Score -59797.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -59806.585938 Penalty: 3158.620605
	Iteration 9Q: 3 clusters Score -59806.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -59816.378906 Penalty: 3158.620605
	Iteration 10Q: 3 clusters Score -59816.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -59826.824219 Penalty: 3158.620605
	Iteration 11Q: 3 clusters Score -59826.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -59834.058594 Penalty: 3158.620605
	Iteration 12Q: 3 clusters Score -59834.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -59834.058594 Penalty: 3158.620605
	Iteration 13F: 3 clusters Score -59834.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Entering Unmasked Estep 
Score: -80358.234375 Penalty: 1630.272583
	Iteration 0F: 2 clusters Score -80358.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -78630.906250 Penalty: 3260.545166
	Iteration 0F: 3 clusters Score -78630.91 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -78917.226562 Penalty: 3260.545166
	Iteration 1F: 3 clusters Score -78917.23 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -79131.921875 Penalty: 3260.545166
	Iteration 2F: 3 clusters Score -79131.92 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -79246.890625 Penalty: 3260.545166
	Iteration 3F: 3 clusters Score -79246.89 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -79302.484375 Penalty: 3260.545166
	Iteration 4Q: 3 clusters Score -79302.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -79339.375000 Penalty: 3260.545166
	Iteration 5Q: 3 clusters Score -79339.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -79375.671875 Penalty: 3260.545166
	Iteration 6Q: 3 clusters Score -79375.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -79406.523438 Penalty: 3260.545166
	Iteration 7Q: 3 clusters Score -79406.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -79425.835938 Penalty: 3260.545166
	Iteration 8Q: 3 clusters Score -79425.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -79448.085938 Penalty: 3260.545166
	Iteration 9Q: 3 clusters Score -79448.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -79461.390625 Penalty: 3260.545166
	Iteration 10Q: 3 clusters Score -79461.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -79468.421875 Penalty: 3260.545166
	Iteration 11Q: 3 clusters Score -79468.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -79475.539062 Penalty: 3260.545166
	Iteration 12Q: 3 clusters Score -79475.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -79481.187500 Penalty: 3260.545166
	Iteration 13Q: 3 clusters Score -79481.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -79485.109375 Penalty: 3260.545166
	Iteration 14Q: 3 clusters Score -79485.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -79489.593750 Penalty: 3260.545166
	Iteration 15Q: 3 clusters Score -79489.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -79497.539062 Penalty: 3260.545166
	Iteration 16Q: 3 clusters Score -79497.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -79504.835938 Penalty: 3260.545166
	Iteration 17Q: 3 clusters Score -79504.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -79508.617188 Penalty: 3260.545166
	Iteration 18Q: 3 clusters Score -79508.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -79511.804688 Penalty: 3260.545166
	Iteration 19Q: 3 clusters Score -79511.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -79516.835938 Penalty: 3260.545166
	Iteration 20F: 3 clusters Score -79516.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -79524.671875 Penalty: 3260.545166
	Iteration 21Q: 3 clusters Score -79524.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -79529.703125 Penalty: 3260.545166
	Iteration 22Q: 3 clusters Score -79529.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -79540.632812 Penalty: 3260.545166
	Iteration 23Q: 3 clusters Score -79540.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -79543.132812 Penalty: 3260.545166
	Iteration 24Q: 3 clusters Score -79543.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -79543.132812 Penalty: 3260.545166
	Iteration 25F: 3 clusters Score -79543.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169486 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 35652 members 
Mstep: Class 4 contains 28521 members 
Mstep: Class 5 contains 82727 members 
Mstep: Class 6 contains 29119 members 
Mstep: Class 7 contains 13807 members 
Mstep: Class 8 contains 5840 members 
Mstep: Class 9 contains 55432 members 
Mstep: Class 10 contains 26514 members 
Mstep: Class 11 contains 15514 members 
Mstep: Class 12 contains 10121 members 
Mstep: Class 13 contains 193109 members 
Mstep: Class 14 contains 12809 members 
Mstep: Class 15 contains 150487 members 
Mstep: Class 16 contains 14699 members 
Mstep: Class 17 contains 7456 members 
Mstep: Class 18 contains 8215 members 
Mstep: Class 19 contains 8869 members 
Mstep: Class 20 contains 9029 members 
Mstep: Class 21 contains 6471 members 
Mstep: Class 22 contains 326287 members 
Mstep: Class 23 contains 5373 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82780 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 92086 members 
Mstep: Class 28 contains 57170 members 
Mstep: Class 29 contains 5278 members 
Mstep: Class 30 contains 8878 members 
Mstep: Class 31 contains 6278 members 
Mstep: Class 32 contains 10591 members 
Mstep: Class 33 contains 42501 members 
Mstep: Class 34 contains 11070 members 
Mstep: Class 35 contains 3529 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8462 members 
Mstep: Class 38 contains 204252 members 
Mstep: Class 39 contains 227747 members 
Mstep: Class 40 contains 10389 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235484976.000000 Penalty: 154667.750000
Iteration 279Q: 44 clusters Score -2.35485e+08 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169483 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 35591 members 
Mstep: Class 4 contains 28517 members 
Mstep: Class 5 contains 82723 members 
Mstep: Class 6 contains 29110 members 
Mstep: Class 7 contains 13807 members 
Mstep: Class 8 contains 5839 members 
Mstep: Class 9 contains 55436 members 
Mstep: Class 10 contains 26523 members 
Mstep: Class 11 contains 15513 members 
Mstep: Class 12 contains 10120 members 
Mstep: Class 13 contains 193537 members 
Mstep: Class 14 contains 12805 members 
Mstep: Class 15 contains 150487 members 
Mstep: Class 16 contains 14699 members 
Mstep: Class 17 contains 7455 members 
Mstep: Class 18 contains 8216 members 
Mstep: Class 19 contains 8870 members 
Mstep: Class 20 contains 9029 members 
Mstep: Class 21 contains 6479 members 
Mstep: Class 22 contains 326300 members 
Mstep: Class 23 contains 5373 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82779 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 92110 members 
Mstep: Class 28 contains 57157 members 
Mstep: Class 29 contains 5278 members 
Mstep: Class 30 contains 8879 members 
Mstep: Class 31 contains 6278 members 
Mstep: Class 32 contains 10587 members 
Mstep: Class 33 contains 42502 members 
Mstep: Class 34 contains 11069 members 
Mstep: Class 35 contains 3532 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8464 members 
Mstep: Class 38 contains 204316 members 
Mstep: Class 39 contains 227296 members 
Mstep: Class 40 contains 10389 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235484912.000000 Penalty: 154667.750000
Iteration 280F: 44 clusters Score -2.354849e+08 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169467 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 35515 members 
Mstep: Class 4 contains 28509 members 
Mstep: Class 5 contains 82721 members 
Mstep: Class 6 contains 29104 members 
Mstep: Class 7 contains 13806 members 
Mstep: Class 8 contains 5839 members 
Mstep: Class 9 contains 55434 members 
Mstep: Class 10 contains 26529 members 
Mstep: Class 11 contains 15512 members 
Mstep: Class 12 contains 10120 members 
Mstep: Class 13 contains 193996 members 
Mstep: Class 14 contains 12810 members 
Mstep: Class 15 contains 150488 members 
Mstep: Class 16 contains 14699 members 
Mstep: Class 17 contains 7454 members 
Mstep: Class 18 contains 8216 members 
Mstep: Class 19 contains 8874 members 
Mstep: Class 20 contains 9029 members 
Mstep: Class 21 contains 6492 members 
Mstep: Class 22 contains 326302 members 
Mstep: Class 23 contains 5373 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82777 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 92142 members 
Mstep: Class 28 contains 57154 members 
Mstep: Class 29 contains 5279 members 
Mstep: Class 30 contains 8879 members 
Mstep: Class 31 contains 6278 members 
Mstep: Class 32 contains 10586 members 
Mstep: Class 33 contains 42504 members 
Mstep: Class 34 contains 11069 members 
Mstep: Class 35 contains 3531 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8465 members 
Mstep: Class 38 contains 204368 members 
Mstep: Class 39 contains 226838 members 
Mstep: Class 40 contains 10389 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235484944.000000 Penalty: 154667.750000
Iteration 281Q: 44 clusters Score -2.354849e+08 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169457 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 35422 members 
Mstep: Class 4 contains 28496 members 
Mstep: Class 5 contains 82721 members 
Mstep: Class 6 contains 29096 members 
Mstep: Class 7 contains 13806 members 
Mstep: Class 8 contains 5839 members 
Mstep: Class 9 contains 55433 members 
Mstep: Class 10 contains 26529 members 
Mstep: Class 11 contains 15511 members 
Mstep: Class 12 contains 10121 members 
Mstep: Class 13 contains 194493 members 
Mstep: Class 14 contains 12814 members 
Mstep: Class 15 contains 150488 members 
Mstep: Class 16 contains 14700 members 
Mstep: Class 17 contains 7451 members 
Mstep: Class 18 contains 8218 members 
Mstep: Class 19 contains 8876 members 
Mstep: Class 20 contains 9029 members 
Mstep: Class 21 contains 6505 members 
Mstep: Class 22 contains 326300 members 
Mstep: Class 23 contains 5371 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82780 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 92169 members 
Mstep: Class 28 contains 57144 members 
Mstep: Class 29 contains 5279 members 
Mstep: Class 30 contains 8879 members 
Mstep: Class 31 contains 6278 members 
Mstep: Class 32 contains 10585 members 
Mstep: Class 33 contains 42508 members 
Mstep: Class 34 contains 11068 members 
Mstep: Class 35 contains 3532 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8465 members 
Mstep: Class 38 contains 204437 members 
Mstep: Class 39 contains 226359 members 
Mstep: Class 40 contains 10389 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235485040.000000 Penalty: 154667.750000
Iteration 282Q: 44 clusters Score -2.35485e+08 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169466 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 35342 members 
Mstep: Class 4 contains 28476 members 
Mstep: Class 5 contains 82720 members 
Mstep: Class 6 contains 29088 members 
Mstep: Class 7 contains 13807 members 
Mstep: Class 8 contains 5838 members 
Mstep: Class 9 contains 55430 members 
Mstep: Class 10 contains 26530 members 
Mstep: Class 11 contains 15510 members 
Mstep: Class 12 contains 10120 members 
Mstep: Class 13 contains 194982 members 
Mstep: Class 14 contains 12815 members 
Mstep: Class 15 contains 150485 members 
Mstep: Class 16 contains 14702 members 
Mstep: Class 17 contains 7444 members 
Mstep: Class 18 contains 8220 members 
Mstep: Class 19 contains 8876 members 
Mstep: Class 20 contains 9029 members 
Mstep: Class 21 contains 6521 members 
Mstep: Class 22 contains 326302 members 
Mstep: Class 23 contains 5368 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82786 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 92197 members 
Mstep: Class 28 contains 57132 members 
Mstep: Class 29 contains 5280 members 
Mstep: Class 30 contains 8879 members 
Mstep: Class 31 contains 6278 members 
Mstep: Class 32 contains 10585 members 
Mstep: Class 33 contains 42513 members 
Mstep: Class 34 contains 11066 members 
Mstep: Class 35 contains 3534 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8466 members 
Mstep: Class 38 contains 204502 members 
Mstep: Class 39 contains 225869 members 
Mstep: Class 40 contains 10389 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235485200.000000 Penalty: 154667.750000
Iteration 283Q: 44 clusters Score -2.354852e+08 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169471 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 35263 members 
Mstep: Class 4 contains 28454 members 
Mstep: Class 5 contains 82721 members 
Mstep: Class 6 contains 29083 members 
Mstep: Class 7 contains 13808 members 
Mstep: Class 8 contains 5838 members 
Mstep: Class 9 contains 55431 members 
Mstep: Class 10 contains 26529 members 
Mstep: Class 11 contains 15508 members 
Mstep: Class 12 contains 10121 members 
Mstep: Class 13 contains 195499 members 
Mstep: Class 14 contains 12815 members 
Mstep: Class 15 contains 150487 members 
Mstep: Class 16 contains 14702 members 
Mstep: Class 17 contains 7443 members 
Mstep: Class 18 contains 8222 members 
Mstep: Class 19 contains 8877 members 
Mstep: Class 20 contains 9029 members 
Mstep: Class 21 contains 6539 members 
Mstep: Class 22 contains 326290 members 
Mstep: Class 23 contains 5364 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82793 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 92219 members 
Mstep: Class 28 contains 57127 members 
Mstep: Class 29 contains 5281 members 
Mstep: Class 30 contains 8879 members 
Mstep: Class 31 contains 6278 members 
Mstep: Class 32 contains 10587 members 
Mstep: Class 33 contains 42515 members 
Mstep: Class 34 contains 11066 members 
Mstep: Class 35 contains 3537 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8469 members 
Mstep: Class 38 contains 204575 members 
Mstep: Class 39 contains 225338 members 
Mstep: Class 40 contains 10389 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235485136.000000 Penalty: 154667.750000
Iteration 284Q: 44 clusters Score -2.354851e+08 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169477 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 35185 members 
Mstep: Class 4 contains 28431 members 
Mstep: Class 5 contains 82715 members 
Mstep: Class 6 contains 29079 members 
Mstep: Class 7 contains 13807 members 
Mstep: Class 8 contains 5838 members 
Mstep: Class 9 contains 55428 members 
Mstep: Class 10 contains 26529 members 
Mstep: Class 11 contains 15506 members 
Mstep: Class 12 contains 10124 members 
Mstep: Class 13 contains 196040 members 
Mstep: Class 14 contains 12819 members 
Mstep: Class 15 contains 150485 members 
Mstep: Class 16 contains 14701 members 
Mstep: Class 17 contains 7444 members 
Mstep: Class 18 contains 8226 members 
Mstep: Class 19 contains 8877 members 
Mstep: Class 20 contains 9029 members 
Mstep: Class 21 contains 6562 members 
Mstep: Class 22 contains 326288 members 
Mstep: Class 23 contains 5362 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82801 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 92240 members 
Mstep: Class 28 contains 57121 members 
Mstep: Class 29 contains 5281 members 
Mstep: Class 30 contains 8879 members 
Mstep: Class 31 contains 6276 members 
Mstep: Class 32 contains 10585 members 
Mstep: Class 33 contains 42511 members 
Mstep: Class 34 contains 11065 members 
Mstep: Class 35 contains 3540 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8471 members 
Mstep: Class 38 contains 204629 members 
Mstep: Class 39 contains 224807 members 
Mstep: Class 40 contains 10390 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235485232.000000 Penalty: 154667.750000
Iteration 285Q: 44 clusters Score -2.354852e+08 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169492 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 35110 members 
Mstep: Class 4 contains 28414 members 
Mstep: Class 5 contains 82713 members 
Mstep: Class 6 contains 29070 members 
Mstep: Class 7 contains 13806 members 
Mstep: Class 8 contains 5837 members 
Mstep: Class 9 contains 55431 members 
Mstep: Class 10 contains 26525 members 
Mstep: Class 11 contains 15505 members 
Mstep: Class 12 contains 10124 members 
Mstep: Class 13 contains 196628 members 
Mstep: Class 14 contains 12822 members 
Mstep: Class 15 contains 150480 members 
Mstep: Class 16 contains 14702 members 
Mstep: Class 17 contains 7444 members 
Mstep: Class 18 contains 8229 members 
Mstep: Class 19 contains 8876 members 
Mstep: Class 20 contains 9029 members 
Mstep: Class 21 contains 6582 members 
Mstep: Class 22 contains 326276 members 
Mstep: Class 23 contains 5362 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82804 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 92265 members 
Mstep: Class 28 contains 57108 members 
Mstep: Class 29 contains 5281 members 
Mstep: Class 30 contains 8879 members 
Mstep: Class 31 contains 6276 members 
Mstep: Class 32 contains 10585 members 
Mstep: Class 33 contains 42513 members 
Mstep: Class 34 contains 11067 members 
Mstep: Class 35 contains 3543 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8476 members 
Mstep: Class 38 contains 204679 members 
Mstep: Class 39 contains 224224 members 
Mstep: Class 40 contains 10391 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235485088.000000 Penalty: 154667.750000
Iteration 286Q: 44 clusters Score -2.354851e+08 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169513 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 35037 members 
Mstep: Class 4 contains 28401 members 
Mstep: Class 5 contains 82718 members 
Mstep: Class 6 contains 29055 members 
Mstep: Class 7 contains 13806 members 
Mstep: Class 8 contains 5837 members 
Mstep: Class 9 contains 55431 members 
Mstep: Class 10 contains 26524 members 
Mstep: Class 11 contains 15503 members 
Mstep: Class 12 contains 10124 members 
Mstep: Class 13 contains 197216 members 
Mstep: Class 14 contains 12826 members 
Mstep: Class 15 contains 150482 members 
Mstep: Class 16 contains 14701 members 
Mstep: Class 17 contains 7443 members 
Mstep: Class 18 contains 8232 members 
Mstep: Class 19 contains 8873 members 
Mstep: Class 20 contains 9029 members 
Mstep: Class 21 contains 6604 members 
Mstep: Class 22 contains 326264 members 
Mstep: Class 23 contains 5364 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82801 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 92284 members 
Mstep: Class 28 contains 57085 members 
Mstep: Class 29 contains 5281 members 
Mstep: Class 30 contains 8879 members 
Mstep: Class 31 contains 6277 members 
Mstep: Class 32 contains 10582 members 
Mstep: Class 33 contains 42514 members 
Mstep: Class 34 contains 11067 members 
Mstep: Class 35 contains 3544 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8476 members 
Mstep: Class 38 contains 204728 members 
Mstep: Class 39 contains 223657 members 
Mstep: Class 40 contains 10390 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235485776.000000 Penalty: 154667.750000
Iteration 287Q: 44 clusters Score -2.354858e+08 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169546 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 34951 members 
Mstep: Class 4 contains 28379 members 
Mstep: Class 5 contains 82720 members 
Mstep: Class 6 contains 29045 members 
Mstep: Class 7 contains 13806 members 
Mstep: Class 8 contains 5837 members 
Mstep: Class 9 contains 55428 members 
Mstep: Class 10 contains 26525 members 
Mstep: Class 11 contains 15504 members 
Mstep: Class 12 contains 10124 members 
Mstep: Class 13 contains 197797 members 
Mstep: Class 14 contains 12828 members 
Mstep: Class 15 contains 150477 members 
Mstep: Class 16 contains 14701 members 
Mstep: Class 17 contains 7445 members 
Mstep: Class 18 contains 8233 members 
Mstep: Class 19 contains 8876 members 
Mstep: Class 20 contains 9029 members 
Mstep: Class 21 contains 6625 members 
Mstep: Class 22 contains 326256 members 
Mstep: Class 23 contains 5363 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82801 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 92301 members 
Mstep: Class 28 contains 57072 members 
Mstep: Class 29 contains 5281 members 
Mstep: Class 30 contains 8879 members 
Mstep: Class 31 contains 6280 members 
Mstep: Class 32 contains 10579 members 
Mstep: Class 33 contains 42518 members 
Mstep: Class 34 contains 11066 members 
Mstep: Class 35 contains 3546 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8477 members 
Mstep: Class 38 contains 204783 members 
Mstep: Class 39 contains 223076 members 
Mstep: Class 40 contains 10394 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235485760.000000 Penalty: 154667.750000
Iteration 288Q: 44 clusters Score -2.354858e+08 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169570 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 34880 members 
Mstep: Class 4 contains 28364 members 
Mstep: Class 5 contains 82720 members 
Mstep: Class 6 contains 29036 members 
Mstep: Class 7 contains 13809 members 
Mstep: Class 8 contains 5837 members 
Mstep: Class 9 contains 55424 members 
Mstep: Class 10 contains 26525 members 
Mstep: Class 11 contains 15503 members 
Mstep: Class 12 contains 10121 members 
Mstep: Class 13 contains 198360 members 
Mstep: Class 14 contains 12828 members 
Mstep: Class 15 contains 150475 members 
Mstep: Class 16 contains 14703 members 
Mstep: Class 17 contains 7446 members 
Mstep: Class 18 contains 8237 members 
Mstep: Class 19 contains 8874 members 
Mstep: Class 20 contains 9030 members 
Mstep: Class 21 contains 6647 members 
Mstep: Class 22 contains 326247 members 
Mstep: Class 23 contains 5364 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82804 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 92300 members 
Mstep: Class 28 contains 57060 members 
Mstep: Class 29 contains 5280 members 
Mstep: Class 30 contains 8879 members 
Mstep: Class 31 contains 6279 members 
Mstep: Class 32 contains 10578 members 
Mstep: Class 33 contains 42523 members 
Mstep: Class 34 contains 11063 members 
Mstep: Class 35 contains 3546 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8475 members 
Mstep: Class 38 contains 204859 members 
Mstep: Class 39 contains 222504 members 
Mstep: Class 40 contains 10398 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486048.000000 Penalty: 154667.750000
Iteration 289Q: 44 clusters Score -2.35486e+08 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169582 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 34826 members 
Mstep: Class 4 contains 28351 members 
Mstep: Class 5 contains 82722 members 
Mstep: Class 6 contains 29028 members 
Mstep: Class 7 contains 13810 members 
Mstep: Class 8 contains 5837 members 
Mstep: Class 9 contains 55430 members 
Mstep: Class 10 contains 26522 members 
Mstep: Class 11 contains 15501 members 
Mstep: Class 12 contains 10119 members 
Mstep: Class 13 contains 198928 members 
Mstep: Class 14 contains 12829 members 
Mstep: Class 15 contains 150478 members 
Mstep: Class 16 contains 14705 members 
Mstep: Class 17 contains 7446 members 
Mstep: Class 18 contains 8242 members 
Mstep: Class 19 contains 8872 members 
Mstep: Class 20 contains 9030 members 
Mstep: Class 21 contains 6669 members 
Mstep: Class 22 contains 326218 members 
Mstep: Class 23 contains 5362 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82811 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 92318 members 
Mstep: Class 28 contains 57049 members 
Mstep: Class 29 contains 5281 members 
Mstep: Class 30 contains 8879 members 
Mstep: Class 31 contains 6276 members 
Mstep: Class 32 contains 10577 members 
Mstep: Class 33 contains 42531 members 
Mstep: Class 34 contains 11063 members 
Mstep: Class 35 contains 3548 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8477 members 
Mstep: Class 38 contains 204902 members 
Mstep: Class 39 contains 221928 members 
Mstep: Class 40 contains 10401 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486432.000000 Penalty: 154667.750000
Iteration 290Q: 44 clusters Score -2.354864e+08 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169596 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 34773 members 
Mstep: Class 4 contains 28321 members 
Mstep: Class 5 contains 82721 members 
Mstep: Class 6 contains 29017 members 
Mstep: Class 7 contains 13810 members 
Mstep: Class 8 contains 5837 members 
Mstep: Class 9 contains 55430 members 
Mstep: Class 10 contains 26520 members 
Mstep: Class 11 contains 15500 members 
Mstep: Class 12 contains 10123 members 
Mstep: Class 13 contains 199482 members 
Mstep: Class 14 contains 12829 members 
Mstep: Class 15 contains 150478 members 
Mstep: Class 16 contains 14707 members 
Mstep: Class 17 contains 7445 members 
Mstep: Class 18 contains 8243 members 
Mstep: Class 19 contains 8871 members 
Mstep: Class 20 contains 9030 members 
Mstep: Class 21 contains 6698 members 
Mstep: Class 22 contains 326208 members 
Mstep: Class 23 contains 5362 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82810 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 92319 members 
Mstep: Class 28 contains 57028 members 
Mstep: Class 29 contains 5281 members 
Mstep: Class 30 contains 8880 members 
Mstep: Class 31 contains 6276 members 
Mstep: Class 32 contains 10578 members 
Mstep: Class 33 contains 42529 members 
Mstep: Class 34 contains 11062 members 
Mstep: Class 35 contains 3550 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8479 members 
Mstep: Class 38 contains 204968 members 
Mstep: Class 39 contains 221383 members 
Mstep: Class 40 contains 10403 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486288.000000 Penalty: 154667.750000
Iteration 291Q: 44 clusters Score -2.354863e+08 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169594 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 34704 members 
Mstep: Class 4 contains 28296 members 
Mstep: Class 5 contains 82724 members 
Mstep: Class 6 contains 29010 members 
Mstep: Class 7 contains 13810 members 
Mstep: Class 8 contains 5837 members 
Mstep: Class 9 contains 55429 members 
Mstep: Class 10 contains 26522 members 
Mstep: Class 11 contains 15502 members 
Mstep: Class 12 contains 10123 members 
Mstep: Class 13 contains 200064 members 
Mstep: Class 14 contains 12831 members 
Mstep: Class 15 contains 150472 members 
Mstep: Class 16 contains 14713 members 
Mstep: Class 17 contains 7445 members 
Mstep: Class 18 contains 8246 members 
Mstep: Class 19 contains 8872 members 
Mstep: Class 20 contains 9031 members 
Mstep: Class 21 contains 6725 members 
Mstep: Class 22 contains 326189 members 
Mstep: Class 23 contains 5363 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82812 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 92343 members 
Mstep: Class 28 contains 57011 members 
Mstep: Class 29 contains 5281 members 
Mstep: Class 30 contains 8882 members 
Mstep: Class 31 contains 6276 members 
Mstep: Class 32 contains 10579 members 
Mstep: Class 33 contains 42531 members 
Mstep: Class 34 contains 11060 members 
Mstep: Class 35 contains 3551 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8479 members 
Mstep: Class 38 contains 205027 members 
Mstep: Class 39 contains 220811 members 
Mstep: Class 40 contains 10402 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486880.000000 Penalty: 154667.750000
Iteration 292Q: 44 clusters Score -2.354869e+08 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169590 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 34633 members 
Mstep: Class 4 contains 28265 members 
Mstep: Class 5 contains 82726 members 
Mstep: Class 6 contains 29010 members 
Mstep: Class 7 contains 13810 members 
Mstep: Class 8 contains 5838 members 
Mstep: Class 9 contains 55429 members 
Mstep: Class 10 contains 26525 members 
Mstep: Class 11 contains 15501 members 
Mstep: Class 12 contains 10122 members 
Mstep: Class 13 contains 200705 members 
Mstep: Class 14 contains 12832 members 
Mstep: Class 15 contains 150468 members 
Mstep: Class 16 contains 14716 members 
Mstep: Class 17 contains 7445 members 
Mstep: Class 18 contains 8249 members 
Mstep: Class 19 contains 8873 members 
Mstep: Class 20 contains 9031 members 
Mstep: Class 21 contains 6757 members 
Mstep: Class 22 contains 326180 members 
Mstep: Class 23 contains 5363 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82809 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 92358 members 
Mstep: Class 28 contains 56995 members 
Mstep: Class 29 contains 5281 members 
Mstep: Class 30 contains 8882 members 
Mstep: Class 31 contains 6278 members 
Mstep: Class 32 contains 10578 members 
Mstep: Class 33 contains 42529 members 
Mstep: Class 34 contains 11062 members 
Mstep: Class 35 contains 3556 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8477 members 
Mstep: Class 38 contains 205075 members 
Mstep: Class 39 contains 220196 members 
Mstep: Class 40 contains 10403 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235487024.000000 Penalty: 154667.750000
Iteration 293Q: 44 clusters Score -2.35487e+08 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169580 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 34573 members 
Mstep: Class 4 contains 28234 members 
Mstep: Class 5 contains 82727 members 
Mstep: Class 6 contains 29003 members 
Mstep: Class 7 contains 13810 members 
Mstep: Class 8 contains 5838 members 
Mstep: Class 9 contains 55426 members 
Mstep: Class 10 contains 26526 members 
Mstep: Class 11 contains 15498 members 
Mstep: Class 12 contains 10119 members 
Mstep: Class 13 contains 201334 members 
Mstep: Class 14 contains 12829 members 
Mstep: Class 15 contains 150468 members 
Mstep: Class 16 contains 14716 members 
Mstep: Class 17 contains 7447 members 
Mstep: Class 18 contains 8249 members 
Mstep: Class 19 contains 8872 members 
Mstep: Class 20 contains 9031 members 
Mstep: Class 21 contains 6796 members 
Mstep: Class 22 contains 326154 members 
Mstep: Class 23 contains 5363 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82815 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 92388 members 
Mstep: Class 28 contains 56968 members 
Mstep: Class 29 contains 5282 members 
Mstep: Class 30 contains 8883 members 
Mstep: Class 31 contains 6280 members 
Mstep: Class 32 contains 10576 members 
Mstep: Class 33 contains 42528 members 
Mstep: Class 34 contains 11061 members 
Mstep: Class 35 contains 3559 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8477 members 
Mstep: Class 38 contains 205141 members 
Mstep: Class 39 contains 219592 members 
Mstep: Class 40 contains 10404 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235487328.000000 Penalty: 154667.750000
Iteration 294Q: 44 clusters Score -2.354873e+08 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169576 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 34528 members 
Mstep: Class 4 contains 28207 members 
Mstep: Class 5 contains 82723 members 
Mstep: Class 6 contains 28997 members 
Mstep: Class 7 contains 13810 members 
Mstep: Class 8 contains 5837 members 
Mstep: Class 9 contains 55426 members 
Mstep: Class 10 contains 26524 members 
Mstep: Class 11 contains 15497 members 
Mstep: Class 12 contains 10117 members 
Mstep: Class 13 contains 201967 members 
Mstep: Class 14 contains 12829 members 
Mstep: Class 15 contains 150466 members 
Mstep: Class 16 contains 14716 members 
Mstep: Class 17 contains 7449 members 
Mstep: Class 18 contains 8249 members 
Mstep: Class 19 contains 8872 members 
Mstep: Class 20 contains 9031 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 326135 members 
Mstep: Class 23 contains 5362 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82818 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 92401 members 
Mstep: Class 28 contains 56939 members 
Mstep: Class 29 contains 5282 members 
Mstep: Class 30 contains 8886 members 
Mstep: Class 31 contains 6279 members 
Mstep: Class 32 contains 10576 members 
Mstep: Class 33 contains 42525 members 
Mstep: Class 34 contains 11060 members 
Mstep: Class 35 contains 3562 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8479 members 
Mstep: Class 38 contains 205195 members 
Mstep: Class 39 contains 218989 members 
Mstep: Class 40 contains 10406 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235487216.000000 Penalty: 154667.750000
Iteration 295Q: 44 clusters Score -2.354872e+08 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169574 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 34487 members 
Mstep: Class 4 contains 28174 members 
Mstep: Class 5 contains 82715 members 
Mstep: Class 6 contains 28986 members 
Mstep: Class 7 contains 13809 members 
Mstep: Class 8 contains 5835 members 
Mstep: Class 9 contains 55424 members 
Mstep: Class 10 contains 26526 members 
Mstep: Class 11 contains 15493 members 
Mstep: Class 12 contains 10118 members 
Mstep: Class 13 contains 202520 members 
Mstep: Class 14 contains 12831 members 
Mstep: Class 15 contains 150463 members 
Mstep: Class 16 contains 14716 members 
Mstep: Class 17 contains 7450 members 
Mstep: Class 18 contains 8251 members 
Mstep: Class 19 contains 8871 members 
Mstep: Class 20 contains 9031 members 
Mstep: Class 21 contains 6869 members 
Mstep: Class 22 contains 326118 members 
Mstep: Class 23 contains 5362 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82822 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 92428 members 
Mstep: Class 28 contains 56923 members 
Mstep: Class 29 contains 5282 members 
Mstep: Class 30 contains 8886 members 
Mstep: Class 31 contains 6280 members 
Mstep: Class 32 contains 10577 members 
Mstep: Class 33 contains 42519 members 
Mstep: Class 34 contains 11061 members 
Mstep: Class 35 contains 3567 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8480 members 
Mstep: Class 38 contains 205238 members 
Mstep: Class 39 contains 218452 members 
Mstep: Class 40 contains 10408 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235487248.000000 Penalty: 154667.750000
Iteration 296Q: 44 clusters Score -2.354872e+08 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169572 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 34471 members 
Mstep: Class 4 contains 28145 members 
Mstep: Class 5 contains 82713 members 
Mstep: Class 6 contains 28982 members 
Mstep: Class 7 contains 13810 members 
Mstep: Class 8 contains 5835 members 
Mstep: Class 9 contains 55422 members 
Mstep: Class 10 contains 26525 members 
Mstep: Class 11 contains 15493 members 
Mstep: Class 12 contains 10116 members 
Mstep: Class 13 contains 203054 members 
Mstep: Class 14 contains 12828 members 
Mstep: Class 15 contains 150464 members 
Mstep: Class 16 contains 14715 members 
Mstep: Class 17 contains 7449 members 
Mstep: Class 18 contains 8254 members 
Mstep: Class 19 contains 8871 members 
Mstep: Class 20 contains 9031 members 
Mstep: Class 21 contains 6901 members 
Mstep: Class 22 contains 326102 members 
Mstep: Class 23 contains 5362 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82825 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 92450 members 
Mstep: Class 28 contains 56909 members 
Mstep: Class 29 contains 5282 members 
Mstep: Class 30 contains 8886 members 
Mstep: Class 31 contains 6280 members 
Mstep: Class 32 contains 10574 members 
Mstep: Class 33 contains 42514 members 
Mstep: Class 34 contains 11061 members 
Mstep: Class 35 contains 3567 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8478 members 
Mstep: Class 38 contains 205273 members 
Mstep: Class 39 contains 217922 members 
Mstep: Class 40 contains 10410 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235487376.000000 Penalty: 154667.750000
Iteration 297Q: 44 clusters Score -2.354874e+08 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169586 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 34453 members 
Mstep: Class 4 contains 28112 members 
Mstep: Class 5 contains 82715 members 
Mstep: Class 6 contains 28974 members 
Mstep: Class 7 contains 13810 members 
Mstep: Class 8 contains 5832 members 
Mstep: Class 9 contains 55420 members 
Mstep: Class 10 contains 26529 members 
Mstep: Class 11 contains 15494 members 
Mstep: Class 12 contains 10116 members 
Mstep: Class 13 contains 203563 members 
Mstep: Class 14 contains 12827 members 
Mstep: Class 15 contains 150460 members 
Mstep: Class 16 contains 14717 members 
Mstep: Class 17 contains 7448 members 
Mstep: Class 18 contains 8256 members 
Mstep: Class 19 contains 8868 members 
Mstep: Class 20 contains 9031 members 
Mstep: Class 21 contains 6927 members 
Mstep: Class 22 contains 326074 members 
Mstep: Class 23 contains 5362 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82821 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 92471 members 
Mstep: Class 28 contains 56907 members 
Mstep: Class 29 contains 5282 members 
Mstep: Class 30 contains 8886 members 
Mstep: Class 31 contains 6282 members 
Mstep: Class 32 contains 10572 members 
Mstep: Class 33 contains 42522 members 
Mstep: Class 34 contains 11063 members 
Mstep: Class 35 contains 3573 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8478 members 
Mstep: Class 38 contains 205303 members 
Mstep: Class 39 contains 217401 members 
Mstep: Class 40 contains 10411 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235487152.000000 Penalty: 154667.750000
Iteration 298Q: 44 clusters Score -2.354872e+08 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169591 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 34434 members 
Mstep: Class 4 contains 28087 members 
Mstep: Class 5 contains 82717 members 
Mstep: Class 6 contains 28967 members 
Mstep: Class 7 contains 13811 members 
Mstep: Class 8 contains 5831 members 
Mstep: Class 9 contains 55417 members 
Mstep: Class 10 contains 26530 members 
Mstep: Class 11 contains 15495 members 
Mstep: Class 12 contains 10113 members 
Mstep: Class 13 contains 204048 members 
Mstep: Class 14 contains 12831 members 
Mstep: Class 15 contains 150459 members 
Mstep: Class 16 contains 14719 members 
Mstep: Class 17 contains 7446 members 
Mstep: Class 18 contains 8257 members 
Mstep: Class 19 contains 8869 members 
Mstep: Class 20 contains 9031 members 
Mstep: Class 21 contains 6964 members 
Mstep: Class 22 contains 326047 members 
Mstep: Class 23 contains 5362 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82823 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 92471 members 
Mstep: Class 28 contains 56871 members 
Mstep: Class 29 contains 5283 members 
Mstep: Class 30 contains 8886 members 
Mstep: Class 31 contains 6283 members 
Mstep: Class 32 contains 10572 members 
Mstep: Class 33 contains 42523 members 
Mstep: Class 34 contains 11063 members 
Mstep: Class 35 contains 3583 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8479 members 
Mstep: Class 38 contains 205318 members 
Mstep: Class 39 contains 216954 members 
Mstep: Class 40 contains 10411 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486976.000000 Penalty: 154667.750000
Iteration 299Q: 44 clusters Score -2.35487e+08 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169589 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 34418 members 
Mstep: Class 4 contains 28046 members 
Mstep: Class 5 contains 82716 members 
Mstep: Class 6 contains 28959 members 
Mstep: Class 7 contains 13811 members 
Mstep: Class 8 contains 5832 members 
Mstep: Class 9 contains 55414 members 
Mstep: Class 10 contains 26536 members 
Mstep: Class 11 contains 15491 members 
Mstep: Class 12 contains 10111 members 
Mstep: Class 13 contains 204499 members 
Mstep: Class 14 contains 12828 members 
Mstep: Class 15 contains 150463 members 
Mstep: Class 16 contains 14718 members 
Mstep: Class 17 contains 7447 members 
Mstep: Class 18 contains 8257 members 
Mstep: Class 19 contains 8868 members 
Mstep: Class 20 contains 9031 members 
Mstep: Class 21 contains 7003 members 
Mstep: Class 22 contains 326032 members 
Mstep: Class 23 contains 5361 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82823 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 92456 members 
Mstep: Class 28 contains 56856 members 
Mstep: Class 29 contains 5284 members 
Mstep: Class 30 contains 8886 members 
Mstep: Class 31 contains 6281 members 
Mstep: Class 32 contains 10573 members 
Mstep: Class 33 contains 42521 members 
Mstep: Class 34 contains 11065 members 
Mstep: Class 35 contains 3590 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8481 members 
Mstep: Class 38 contains 205350 members 
Mstep: Class 39 contains 216540 members 
Mstep: Class 40 contains 10411 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235487072.000000 Penalty: 154667.750000
Iteration 300F: 44 clusters Score -2.354871e+08 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169576 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 34402 members 
Mstep: Class 4 contains 28011 members 
Mstep: Class 5 contains 82716 members 
Mstep: Class 6 contains 28947 members 
Mstep: Class 7 contains 13810 members 
Mstep: Class 8 contains 5832 members 
Mstep: Class 9 contains 55411 members 
Mstep: Class 10 contains 26536 members 
Mstep: Class 11 contains 15491 members 
Mstep: Class 12 contains 10111 members 
Mstep: Class 13 contains 204871 members 
Mstep: Class 14 contains 12829 members 
Mstep: Class 15 contains 150461 members 
Mstep: Class 16 contains 14718 members 
Mstep: Class 17 contains 7442 members 
Mstep: Class 18 contains 8259 members 
Mstep: Class 19 contains 8867 members 
Mstep: Class 20 contains 9031 members 
Mstep: Class 21 contains 7034 members 
Mstep: Class 22 contains 326034 members 
Mstep: Class 23 contains 5361 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82825 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 92451 members 
Mstep: Class 28 contains 56854 members 
Mstep: Class 29 contains 5284 members 
Mstep: Class 30 contains 8887 members 
Mstep: Class 31 contains 6280 members 
Mstep: Class 32 contains 10577 members 
Mstep: Class 33 contains 42525 members 
Mstep: Class 34 contains 11066 members 
Mstep: Class 35 contains 3591 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8481 members 
Mstep: Class 38 contains 205382 members 
Mstep: Class 39 contains 216184 members 
Mstep: Class 40 contains 10411 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486912.000000 Penalty: 154667.750000
Iteration 301Q: 44 clusters Score -2.354869e+08 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169590 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 34383 members 
Mstep: Class 4 contains 27979 members 
Mstep: Class 5 contains 82716 members 
Mstep: Class 6 contains 28943 members 
Mstep: Class 7 contains 13810 members 
Mstep: Class 8 contains 5832 members 
Mstep: Class 9 contains 55409 members 
Mstep: Class 10 contains 26541 members 
Mstep: Class 11 contains 15489 members 
Mstep: Class 12 contains 10109 members 
Mstep: Class 13 contains 205203 members 
Mstep: Class 14 contains 12830 members 
Mstep: Class 15 contains 150463 members 
Mstep: Class 16 contains 14720 members 
Mstep: Class 17 contains 7437 members 
Mstep: Class 18 contains 8258 members 
Mstep: Class 19 contains 8868 members 
Mstep: Class 20 contains 9031 members 
Mstep: Class 21 contains 7074 members 
Mstep: Class 22 contains 326030 members 
Mstep: Class 23 contains 5360 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82826 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 92444 members 
Mstep: Class 28 contains 56855 members 
Mstep: Class 29 contains 5284 members 
Mstep: Class 30 contains 8887 members 
Mstep: Class 31 contains 6278 members 
Mstep: Class 32 contains 10582 members 
Mstep: Class 33 contains 42521 members 
Mstep: Class 34 contains 11064 members 
Mstep: Class 35 contains 3592 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8482 members 
Mstep: Class 38 contains 205402 members 
Mstep: Class 39 contains 215843 members 
Mstep: Class 40 contains 10412 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235487200.000000 Penalty: 154667.750000
Iteration 302Q: 44 clusters Score -2.354872e+08 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169604 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 34373 members 
Mstep: Class 4 contains 27932 members 
Mstep: Class 5 contains 82719 members 
Mstep: Class 6 contains 28932 members 
Mstep: Class 7 contains 13810 members 
Mstep: Class 8 contains 5830 members 
Mstep: Class 9 contains 55411 members 
Mstep: Class 10 contains 26542 members 
Mstep: Class 11 contains 15487 members 
Mstep: Class 12 contains 10112 members 
Mstep: Class 13 contains 205443 members 
Mstep: Class 14 contains 12833 members 
Mstep: Class 15 contains 150463 members 
Mstep: Class 16 contains 14722 members 
Mstep: Class 17 contains 7436 members 
Mstep: Class 18 contains 8258 members 
Mstep: Class 19 contains 8870 members 
Mstep: Class 20 contains 9031 members 
Mstep: Class 21 contains 7103 members 
Mstep: Class 22 contains 326020 members 
Mstep: Class 23 contains 5361 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82826 members 
Mstep: Class 26 contains 831 members 
Mstep: Class 27 contains 92437 members 
Mstep: Class 28 contains 56851 members 
Mstep: Class 29 contains 5284 members 
Mstep: Class 30 contains 8887 members 
Mstep: Class 31 contains 6279 members 
Mstep: Class 32 contains 10585 members 
Mstep: Class 33 contains 42515 members 
Mstep: Class 34 contains 11064 members 
Mstep: Class 35 contains 3595 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8485 members 
Mstep: Class 38 contains 205448 members 
Mstep: Class 39 contains 215583 members 
Mstep: Class 40 contains 10414 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235487056.000000 Penalty: 154667.750000
Iteration 303Q: 44 clusters Score -2.354871e+08 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169610 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 34361 members 
Mstep: Class 4 contains 27890 members 
Mstep: Class 5 contains 82718 members 
Mstep: Class 6 contains 28926 members 
Mstep: Class 7 contains 13811 members 
Mstep: Class 8 contains 5831 members 
Mstep: Class 9 contains 55412 members 
Mstep: Class 10 contains 26548 members 
Mstep: Class 11 contains 15485 members 
Mstep: Class 12 contains 10110 members 
Mstep: Class 13 contains 205665 members 
Mstep: Class 14 contains 12836 members 
Mstep: Class 15 contains 150462 members 
Mstep: Class 16 contains 14723 members 
Mstep: Class 17 contains 7438 members 
Mstep: Class 18 contains 8258 members 
Mstep: Class 19 contains 8871 members 
Mstep: Class 20 contains 9031 members 
Mstep: Class 21 contains 7125 members 
Mstep: Class 22 contains 326012 members 
Mstep: Class 23 contains 5361 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82830 members 
Mstep: Class 26 contains 831 members 
Mstep: Class 27 contains 92436 members 
Mstep: Class 28 contains 56835 members 
Mstep: Class 29 contains 5284 members 
Mstep: Class 30 contains 8887 members 
Mstep: Class 31 contains 6280 members 
Mstep: Class 32 contains 10588 members 
Mstep: Class 33 contains 42522 members 
Mstep: Class 34 contains 11064 members 
Mstep: Class 35 contains 3595 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8486 members 
Mstep: Class 38 contains 205483 members 
Mstep: Class 39 contains 215355 members 
Mstep: Class 40 contains 10416 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486784.000000 Penalty: 154667.750000
Iteration 304Q: 44 clusters Score -2.354868e+08 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169617 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 34355 members 
Mstep: Class 4 contains 27856 members 
Mstep: Class 5 contains 82714 members 
Mstep: Class 6 contains 28922 members 
Mstep: Class 7 contains 13811 members 
Mstep: Class 8 contains 5829 members 
Mstep: Class 9 contains 55410 members 
Mstep: Class 10 contains 26543 members 
Mstep: Class 11 contains 15482 members 
Mstep: Class 12 contains 10111 members 
Mstep: Class 13 contains 205827 members 
Mstep: Class 14 contains 12837 members 
Mstep: Class 15 contains 150458 members 
Mstep: Class 16 contains 14723 members 
Mstep: Class 17 contains 7439 members 
Mstep: Class 18 contains 8258 members 
Mstep: Class 19 contains 8873 members 
Mstep: Class 20 contains 9031 members 
Mstep: Class 21 contains 7154 members 
Mstep: Class 22 contains 325991 members 
Mstep: Class 23 contains 5361 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82832 members 
Mstep: Class 26 contains 831 members 
Mstep: Class 27 contains 92424 members 
Mstep: Class 28 contains 56832 members 
Mstep: Class 29 contains 5284 members 
Mstep: Class 30 contains 8886 members 
Mstep: Class 31 contains 6278 members 
Mstep: Class 32 contains 10590 members 
Mstep: Class 33 contains 42527 members 
Mstep: Class 34 contains 11064 members 
Mstep: Class 35 contains 3599 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8486 members 
Mstep: Class 38 contains 205531 members 
Mstep: Class 39 contains 215191 members 
Mstep: Class 40 contains 10419 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235487168.000000 Penalty: 154667.750000
Iteration 305Q: 44 clusters Score -2.354872e+08 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169634 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 34344 members 
Mstep: Class 4 contains 27812 members 
Mstep: Class 5 contains 82716 members 
Mstep: Class 6 contains 28917 members 
Mstep: Class 7 contains 13809 members 
Mstep: Class 8 contains 5829 members 
Mstep: Class 9 contains 55407 members 
Mstep: Class 10 contains 26534 members 
Mstep: Class 11 contains 15478 members 
Mstep: Class 12 contains 10110 members 
Mstep: Class 13 contains 205933 members 
Mstep: Class 14 contains 12834 members 
Mstep: Class 15 contains 150452 members 
Mstep: Class 16 contains 14725 members 
Mstep: Class 17 contains 7444 members 
Mstep: Class 18 contains 8257 members 
Mstep: Class 19 contains 8872 members 
Mstep: Class 20 contains 9030 members 
Mstep: Class 21 contains 7190 members 
Mstep: Class 22 contains 325986 members 
Mstep: Class 23 contains 5361 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82839 members 
Mstep: Class 26 contains 831 members 
Mstep: Class 27 contains 92423 members 
Mstep: Class 28 contains 56809 members 
Mstep: Class 29 contains 5285 members 
Mstep: Class 30 contains 8886 members 
Mstep: Class 31 contains 6280 members 
Mstep: Class 32 contains 10591 members 
Mstep: Class 33 contains 42526 members 
Mstep: Class 34 contains 11064 members 
Mstep: Class 35 contains 3601 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8487 members 
Mstep: Class 38 contains 205555 members 
Mstep: Class 39 contains 215101 members 
Mstep: Class 40 contains 10424 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486960.000000 Penalty: 154667.750000
Iteration 306Q: 44 clusters Score -2.35487e+08 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169633 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 34339 members 
Mstep: Class 4 contains 27769 members 
Mstep: Class 5 contains 82713 members 
Mstep: Class 6 contains 28913 members 
Mstep: Class 7 contains 13808 members 
Mstep: Class 8 contains 5828 members 
Mstep: Class 9 contains 55407 members 
Mstep: Class 10 contains 26532 members 
Mstep: Class 11 contains 15475 members 
Mstep: Class 12 contains 10112 members 
Mstep: Class 13 contains 205981 members 
Mstep: Class 14 contains 12834 members 
Mstep: Class 15 contains 150445 members 
Mstep: Class 16 contains 14724 members 
Mstep: Class 17 contains 7446 members 
Mstep: Class 18 contains 8255 members 
Mstep: Class 19 contains 8871 members 
Mstep: Class 20 contains 9030 members 
Mstep: Class 21 contains 7226 members 
Mstep: Class 22 contains 325980 members 
Mstep: Class 23 contains 5361 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82842 members 
Mstep: Class 26 contains 831 members 
Mstep: Class 27 contains 92425 members 
Mstep: Class 28 contains 56778 members 
Mstep: Class 29 contains 5285 members 
Mstep: Class 30 contains 8886 members 
Mstep: Class 31 contains 6279 members 
Mstep: Class 32 contains 10591 members 
Mstep: Class 33 contains 42521 members 
Mstep: Class 34 contains 11066 members 
Mstep: Class 35 contains 3602 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8487 members 
Mstep: Class 38 contains 205587 members 
Mstep: Class 39 contains 215089 members 
Mstep: Class 40 contains 10425 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486944.000000 Penalty: 154667.750000
Iteration 307Q: 44 clusters Score -2.354869e+08 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169618 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 34336 members 
Mstep: Class 4 contains 27723 members 
Mstep: Class 5 contains 82713 members 
Mstep: Class 6 contains 28904 members 
Mstep: Class 7 contains 13810 members 
Mstep: Class 8 contains 5828 members 
Mstep: Class 9 contains 55404 members 
Mstep: Class 10 contains 26534 members 
Mstep: Class 11 contains 15476 members 
Mstep: Class 12 contains 10114 members 
Mstep: Class 13 contains 205994 members 
Mstep: Class 14 contains 12831 members 
Mstep: Class 15 contains 150443 members 
Mstep: Class 16 contains 14721 members 
Mstep: Class 17 contains 7451 members 
Mstep: Class 18 contains 8257 members 
Mstep: Class 19 contains 8868 members 
Mstep: Class 20 contains 9030 members 
Mstep: Class 21 contains 7272 members 
Mstep: Class 22 contains 325982 members 
Mstep: Class 23 contains 5362 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82841 members 
Mstep: Class 26 contains 831 members 
Mstep: Class 27 contains 92425 members 
Mstep: Class 28 contains 56751 members 
Mstep: Class 29 contains 5285 members 
Mstep: Class 30 contains 8886 members 
Mstep: Class 31 contains 6274 members 
Mstep: Class 32 contains 10593 members 
Mstep: Class 33 contains 42517 members 
Mstep: Class 34 contains 11066 members 
Mstep: Class 35 contains 3603 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8487 members 
Mstep: Class 38 contains 205602 members 
Mstep: Class 39 contains 215114 members 
Mstep: Class 40 contains 10430 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235487072.000000 Penalty: 154667.750000
Iteration 308Q: 44 clusters Score -2.354871e+08 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169611 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 34344 members 
Mstep: Class 4 contains 27672 members 
Mstep: Class 5 contains 82715 members 
Mstep: Class 6 contains 28889 members 
Mstep: Class 7 contains 13811 members 
Mstep: Class 8 contains 5829 members 
Mstep: Class 9 contains 55402 members 
Mstep: Class 10 contains 26535 members 
Mstep: Class 11 contains 15474 members 
Mstep: Class 12 contains 10115 members 
Mstep: Class 13 contains 205992 members 
Mstep: Class 14 contains 12833 members 
Mstep: Class 15 contains 150437 members 
Mstep: Class 16 contains 14721 members 
Mstep: Class 17 contains 7453 members 
Mstep: Class 18 contains 8260 members 
Mstep: Class 19 contains 8865 members 
Mstep: Class 20 contains 9030 members 
Mstep: Class 21 contains 7315 members 
Mstep: Class 22 contains 325987 members 
Mstep: Class 23 contains 5361 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82839 members 
Mstep: Class 26 contains 831 members 
Mstep: Class 27 contains 92419 members 
Mstep: Class 28 contains 56727 members 
Mstep: Class 29 contains 5285 members 
Mstep: Class 30 contains 8887 members 
Mstep: Class 31 contains 6278 members 
Mstep: Class 32 contains 10596 members 
Mstep: Class 33 contains 42521 members 
Mstep: Class 34 contains 11065 members 
Mstep: Class 35 contains 3602 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8487 members 
Mstep: Class 38 contains 205616 members 
Mstep: Class 39 contains 215137 members 
Mstep: Class 40 contains 10435 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235487200.000000 Penalty: 154667.750000
Iteration 309Q: 44 clusters Score -2.354872e+08 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169583 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 34373 members 
Mstep: Class 4 contains 27614 members 
Mstep: Class 5 contains 82716 members 
Mstep: Class 6 contains 28880 members 
Mstep: Class 7 contains 13807 members 
Mstep: Class 8 contains 5831 members 
Mstep: Class 9 contains 55403 members 
Mstep: Class 10 contains 26531 members 
Mstep: Class 11 contains 15473 members 
Mstep: Class 12 contains 10115 members 
Mstep: Class 13 contains 205949 members 
Mstep: Class 14 contains 12835 members 
Mstep: Class 15 contains 150434 members 
Mstep: Class 16 contains 14721 members 
Mstep: Class 17 contains 7454 members 
Mstep: Class 18 contains 8261 members 
Mstep: Class 19 contains 8867 members 
Mstep: Class 20 contains 9029 members 
Mstep: Class 21 contains 7359 members 
Mstep: Class 22 contains 325994 members 
Mstep: Class 23 contains 5361 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82834 members 
Mstep: Class 26 contains 832 members 
Mstep: Class 27 contains 92425 members 
Mstep: Class 28 contains 56699 members 
Mstep: Class 29 contains 5285 members 
Mstep: Class 30 contains 8889 members 
Mstep: Class 31 contains 6278 members 
Mstep: Class 32 contains 10595 members 
Mstep: Class 33 contains 42519 members 
Mstep: Class 34 contains 11065 members 
Mstep: Class 35 contains 3604 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8486 members 
Mstep: Class 38 contains 205652 members 
Mstep: Class 39 contains 215186 members 
Mstep: Class 40 contains 10437 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235487216.000000 Penalty: 154667.750000
Iteration 310Q: 44 clusters Score -2.354872e+08 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169574 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 34397 members 
Mstep: Class 4 contains 27547 members 
Mstep: Class 5 contains 82712 members 
Mstep: Class 6 contains 28872 members 
Mstep: Class 7 contains 13805 members 
Mstep: Class 8 contains 5830 members 
Mstep: Class 9 contains 55401 members 
Mstep: Class 10 contains 26526 members 
Mstep: Class 11 contains 15470 members 
Mstep: Class 12 contains 10115 members 
Mstep: Class 13 contains 205864 members 
Mstep: Class 14 contains 12835 members 
Mstep: Class 15 contains 150431 members 
Mstep: Class 16 contains 14720 members 
Mstep: Class 17 contains 7454 members 
Mstep: Class 18 contains 8261 members 
Mstep: Class 19 contains 8868 members 
Mstep: Class 20 contains 9029 members 
Mstep: Class 21 contains 7405 members 
Mstep: Class 22 contains 325999 members 
Mstep: Class 23 contains 5361 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82836 members 
Mstep: Class 26 contains 833 members 
Mstep: Class 27 contains 92424 members 
Mstep: Class 28 contains 56671 members 
Mstep: Class 29 contains 5285 members 
Mstep: Class 30 contains 8893 members 
Mstep: Class 31 contains 6279 members 
Mstep: Class 32 contains 10594 members 
Mstep: Class 33 contains 42512 members 
Mstep: Class 34 contains 11065 members 
Mstep: Class 35 contains 3608 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8487 members 
Mstep: Class 38 contains 205698 members 
Mstep: Class 39 contains 215273 members 
Mstep: Class 40 contains 10442 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235487456.000000 Penalty: 154667.750000
Iteration 311Q: 44 clusters Score -2.354875e+08 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169562 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 34422 members 
Mstep: Class 4 contains 27490 members 
Mstep: Class 5 contains 82713 members 
Mstep: Class 6 contains 28865 members 
Mstep: Class 7 contains 13805 members 
Mstep: Class 8 contains 5830 members 
Mstep: Class 9 contains 55400 members 
Mstep: Class 10 contains 26522 members 
Mstep: Class 11 contains 15467 members 
Mstep: Class 12 contains 10113 members 
Mstep: Class 13 contains 205728 members 
Mstep: Class 14 contains 12836 members 
Mstep: Class 15 contains 150427 members 
Mstep: Class 16 contains 14722 members 
Mstep: Class 17 contains 7450 members 
Mstep: Class 18 contains 8261 members 
Mstep: Class 19 contains 8868 members 
Mstep: Class 20 contains 9029 members 
Mstep: Class 21 contains 7450 members 
Mstep: Class 22 contains 326023 members 
Mstep: Class 23 contains 5361 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82834 members 
Mstep: Class 26 contains 833 members 
Mstep: Class 27 contains 92419 members 
Mstep: Class 28 contains 56645 members 
Mstep: Class 29 contains 5285 members 
Mstep: Class 30 contains 8892 members 
Mstep: Class 31 contains 6279 members 
Mstep: Class 32 contains 10594 members 
Mstep: Class 33 contains 42514 members 
Mstep: Class 34 contains 11065 members 
Mstep: Class 35 contains 3608 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8486 members 
Mstep: Class 38 contains 205737 members 
Mstep: Class 39 contains 215395 members 
Mstep: Class 40 contains 10446 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235487344.000000 Penalty: 154667.750000
Iteration 312Q: 44 clusters Score -2.354873e+08 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169537 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 34472 members 
Mstep: Class 4 contains 27424 members 
Mstep: Class 5 contains 82719 members 
Mstep: Class 6 contains 28861 members 
Mstep: Class 7 contains 13805 members 
Mstep: Class 8 contains 5831 members 
Mstep: Class 9 contains 55400 members 
Mstep: Class 10 contains 26519 members 
Mstep: Class 11 contains 15460 members 
Mstep: Class 12 contains 10112 members 
Mstep: Class 13 contains 205612 members 
Mstep: Class 14 contains 12837 members 
Mstep: Class 15 contains 150429 members 
Mstep: Class 16 contains 14722 members 
Mstep: Class 17 contains 7449 members 
Mstep: Class 18 contains 8259 members 
Mstep: Class 19 contains 8868 members 
Mstep: Class 20 contains 9029 members 
Mstep: Class 21 contains 7500 members 
Mstep: Class 22 contains 326024 members 
Mstep: Class 23 contains 5361 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82828 members 
Mstep: Class 26 contains 833 members 
Mstep: Class 27 contains 92414 members 
Mstep: Class 28 contains 56624 members 
Mstep: Class 29 contains 5286 members 
Mstep: Class 30 contains 8891 members 
Mstep: Class 31 contains 6279 members 
Mstep: Class 32 contains 10595 members 
Mstep: Class 33 contains 42513 members 
Mstep: Class 34 contains 11058 members 
Mstep: Class 35 contains 3610 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8486 members 
Mstep: Class 38 contains 205767 members 
Mstep: Class 39 contains 215516 members 
Mstep: Class 40 contains 10446 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235487360.000000 Penalty: 154667.750000
Iteration 313Q: 44 clusters Score -2.354874e+08 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169508 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 34499 members 
Mstep: Class 4 contains 27370 members 
Mstep: Class 5 contains 82720 members 
Mstep: Class 6 contains 28858 members 
Mstep: Class 7 contains 13803 members 
Mstep: Class 8 contains 5830 members 
Mstep: Class 9 contains 55392 members 
Mstep: Class 10 contains 26520 members 
Mstep: Class 11 contains 15456 members 
Mstep: Class 12 contains 10109 members 
Mstep: Class 13 contains 205471 members 
Mstep: Class 14 contains 12835 members 
Mstep: Class 15 contains 150434 members 
Mstep: Class 16 contains 14722 members 
Mstep: Class 17 contains 7447 members 
Mstep: Class 18 contains 8258 members 
Mstep: Class 19 contains 8868 members 
Mstep: Class 20 contains 9029 members 
Mstep: Class 21 contains 7547 members 
Mstep: Class 22 contains 326022 members 
Mstep: Class 23 contains 5363 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82832 members 
Mstep: Class 26 contains 833 members 
Mstep: Class 27 contains 92404 members 
Mstep: Class 28 contains 56605 members 
Mstep: Class 29 contains 5287 members 
Mstep: Class 30 contains 8891 members 
Mstep: Class 31 contains 6282 members 
Mstep: Class 32 contains 10594 members 
Mstep: Class 33 contains 42511 members 
Mstep: Class 34 contains 11061 members 
Mstep: Class 35 contains 3613 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8485 members 
Mstep: Class 38 contains 205792 members 
Mstep: Class 39 contains 215680 members 
Mstep: Class 40 contains 10445 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235487088.000000 Penalty: 154667.750000
Iteration 314Q: 44 clusters Score -2.354871e+08 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169487 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 34526 members 
Mstep: Class 4 contains 27316 members 
Mstep: Class 5 contains 82724 members 
Mstep: Class 6 contains 28856 members 
Mstep: Class 7 contains 13804 members 
Mstep: Class 8 contains 5830 members 
Mstep: Class 9 contains 55390 members 
Mstep: Class 10 contains 26523 members 
Mstep: Class 11 contains 15456 members 
Mstep: Class 12 contains 10110 members 
Mstep: Class 13 contains 205293 members 
Mstep: Class 14 contains 12833 members 
Mstep: Class 15 contains 150442 members 
Mstep: Class 16 contains 14723 members 
Mstep: Class 17 contains 7447 members 
Mstep: Class 18 contains 8259 members 
Mstep: Class 19 contains 8868 members 
Mstep: Class 20 contains 9029 members 
Mstep: Class 21 contains 7600 members 
Mstep: Class 22 contains 326020 members 
Mstep: Class 23 contains 5364 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82834 members 
Mstep: Class 26 contains 833 members 
Mstep: Class 27 contains 92396 members 
Mstep: Class 28 contains 56582 members 
Mstep: Class 29 contains 5288 members 
Mstep: Class 30 contains 8890 members 
Mstep: Class 31 contains 6282 members 
Mstep: Class 32 contains 10595 members 
Mstep: Class 33 contains 42509 members 
Mstep: Class 34 contains 11058 members 
Mstep: Class 35 contains 3618 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8485 members 
Mstep: Class 38 contains 205800 members 
Mstep: Class 39 contains 215861 members 
Mstep: Class 40 contains 10445 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486848.000000 Penalty: 154667.750000
Iteration 315Q: 44 clusters Score -2.354868e+08 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169471 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 34555 members 
Mstep: Class 4 contains 27250 members 
Mstep: Class 5 contains 82728 members 
Mstep: Class 6 contains 28849 members 
Mstep: Class 7 contains 13802 members 
Mstep: Class 8 contains 5830 members 
Mstep: Class 9 contains 55388 members 
Mstep: Class 10 contains 26525 members 
Mstep: Class 11 contains 15457 members 
Mstep: Class 12 contains 10114 members 
Mstep: Class 13 contains 205120 members 
Mstep: Class 14 contains 12835 members 
Mstep: Class 15 contains 150448 members 
Mstep: Class 16 contains 14725 members 
Mstep: Class 17 contains 7443 members 
Mstep: Class 18 contains 8260 members 
Mstep: Class 19 contains 8865 members 
Mstep: Class 20 contains 9029 members 
Mstep: Class 21 contains 7651 members 
Mstep: Class 22 contains 326011 members 
Mstep: Class 23 contains 5364 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82831 members 
Mstep: Class 26 contains 834 members 
Mstep: Class 27 contains 92388 members 
Mstep: Class 28 contains 56559 members 
Mstep: Class 29 contains 5289 members 
Mstep: Class 30 contains 8889 members 
Mstep: Class 31 contains 6278 members 
Mstep: Class 32 contains 10598 members 
Mstep: Class 33 contains 42506 members 
Mstep: Class 34 contains 11062 members 
Mstep: Class 35 contains 3624 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8486 members 
Mstep: Class 38 contains 205813 members 
Mstep: Class 39 contains 216053 members 
Mstep: Class 40 contains 10446 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486704.000000 Penalty: 154667.750000
Iteration 316Q: 44 clusters Score -2.354867e+08 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169457 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 34572 members 
Mstep: Class 4 contains 27157 members 
Mstep: Class 5 contains 82734 members 
Mstep: Class 6 contains 28845 members 
Mstep: Class 7 contains 13800 members 
Mstep: Class 8 contains 5829 members 
Mstep: Class 9 contains 55384 members 
Mstep: Class 10 contains 26521 members 
Mstep: Class 11 contains 15454 members 
Mstep: Class 12 contains 10113 members 
Mstep: Class 13 contains 204903 members 
Mstep: Class 14 contains 12837 members 
Mstep: Class 15 contains 150451 members 
Mstep: Class 16 contains 14724 members 
Mstep: Class 17 contains 7444 members 
Mstep: Class 18 contains 8261 members 
Mstep: Class 19 contains 8864 members 
Mstep: Class 20 contains 9030 members 
Mstep: Class 21 contains 7723 members 
Mstep: Class 22 contains 326018 members 
Mstep: Class 23 contains 5363 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82830 members 
Mstep: Class 26 contains 833 members 
Mstep: Class 27 contains 92393 members 
Mstep: Class 28 contains 56528 members 
Mstep: Class 29 contains 5289 members 
Mstep: Class 30 contains 8888 members 
Mstep: Class 31 contains 6277 members 
Mstep: Class 32 contains 10599 members 
Mstep: Class 33 contains 42506 members 
Mstep: Class 34 contains 11060 members 
Mstep: Class 35 contains 3632 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8484 members 
Mstep: Class 38 contains 205834 members 
Mstep: Class 39 contains 216293 members 
Mstep: Class 40 contains 10446 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486672.000000 Penalty: 154667.750000
Iteration 317Q: 44 clusters Score -2.354867e+08 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169441 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 34588 members 
Mstep: Class 4 contains 27069 members 
Mstep: Class 5 contains 82734 members 
Mstep: Class 6 contains 28844 members 
Mstep: Class 7 contains 13801 members 
Mstep: Class 8 contains 5828 members 
Mstep: Class 9 contains 55378 members 
Mstep: Class 10 contains 26521 members 
Mstep: Class 11 contains 15450 members 
Mstep: Class 12 contains 10114 members 
Mstep: Class 13 contains 204700 members 
Mstep: Class 14 contains 12837 members 
Mstep: Class 15 contains 150449 members 
Mstep: Class 16 contains 14725 members 
Mstep: Class 17 contains 7443 members 
Mstep: Class 18 contains 8263 members 
Mstep: Class 19 contains 8863 members 
Mstep: Class 20 contains 9031 members 
Mstep: Class 21 contains 7807 members 
Mstep: Class 22 contains 326013 members 
Mstep: Class 23 contains 5361 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82832 members 
Mstep: Class 26 contains 833 members 
Mstep: Class 27 contains 92394 members 
Mstep: Class 28 contains 56490 members 
Mstep: Class 29 contains 5288 members 
Mstep: Class 30 contains 8888 members 
Mstep: Class 31 contains 6277 members 
Mstep: Class 32 contains 10595 members 
Mstep: Class 33 contains 42510 members 
Mstep: Class 34 contains 11064 members 
Mstep: Class 35 contains 3642 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8481 members 
Mstep: Class 38 contains 205866 members 
Mstep: Class 39 contains 216510 members 
Mstep: Class 40 contains 10446 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486784.000000 Penalty: 154667.750000
Iteration 318Q: 44 clusters Score -2.354868e+08 nChanged 750
Entering ConstructFrom: 
Score: -235486784.000000 Penalty: 154667.750000
Entering ConstructFrom: 
Trying to split cluster 1 (169434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169434 members 
Entering Unmasked Estep 
Score: -20700312.000000 Penalty: 2985.974121
	Iteration 0F: 2 clusters Score -2.070031e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85014 members 
Mstep: Class 2 contains 84420 members 
Entering Unmasked Estep 
Score: -20587170.000000 Penalty: 5971.948242
	Iteration 0F: 3 clusters Score -2.058717e+07 nChanged 81178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90008 members 
Mstep: Class 2 contains 79426 members 
Entering Unmasked Estep 
Score: -20634776.000000 Penalty: 5971.948242
	Iteration 1F: 3 clusters Score -2.063478e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93345 members 
Mstep: Class 2 contains 76089 members 
Entering Unmasked Estep 
Score: -20636298.000000 Penalty: 5971.948242
	Iteration 2Q: 3 clusters Score -2.06363e+07 nChanged 6373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98374 members 
Mstep: Class 2 contains 71060 members 
Entering Unmasked Estep 
Score: -20638350.000000 Penalty: 5971.948242
	Iteration 3Q: 3 clusters Score -2.063835e+07 nChanged 8385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106113 members 
Mstep: Class 2 contains 63321 members 
Entering Unmasked Estep 
Score: -20642276.000000 Penalty: 5971.948242
	Iteration 4Q: 3 clusters Score -2.064228e+07 nChanged 11417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117292 members 
Mstep: Class 2 contains 52142 members 
Entering Unmasked Estep 
Score: -20649364.000000 Penalty: 5971.948242
	Iteration 5F: 3 clusters Score -2.064936e+07 nChanged 14484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131696 members 
Mstep: Class 2 contains 37738 members 
Entering Unmasked Estep 
Score: -20661210.000000 Penalty: 5971.948242
	Iteration 6F: 3 clusters Score -2.066121e+07 nChanged 15471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147135 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -20676368.000000 Penalty: 5971.948242
	Iteration 7F: 3 clusters Score -2.067637e+07 nChanged 12112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159225 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -20688408.000000 Penalty: 5971.948242
	Iteration 8F: 3 clusters Score -2.068841e+07 nChanged 6332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165555 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -20694534.000000 Penalty: 5971.948242
	Iteration 9Q: 3 clusters Score -2.069453e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167938 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -20696578.000000 Penalty: 5971.948242
	Iteration 10Q: 3 clusters Score -2.069658e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168694 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -20697280.000000 Penalty: 5971.948242
	Iteration 11Q: 3 clusters Score -2.069728e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168929 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -20697558.000000 Penalty: 5971.948242
	Iteration 12Q: 3 clusters Score -2.069756e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169024 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -20697646.000000 Penalty: 5971.948242
	Iteration 13Q: 3 clusters Score -2.069765e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169055 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -20697682.000000 Penalty: 5971.948242
	Iteration 14Q: 3 clusters Score -2.069768e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169071 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -20697724.000000 Penalty: 5971.948242
	Iteration 15Q: 3 clusters Score -2.069772e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169079 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -20697762.000000 Penalty: 5971.948242
	Iteration 16Q: 3 clusters Score -2.069776e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169079 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -20697782.000000 Penalty: 5971.948242
	Iteration 17Q: 3 clusters Score -2.069778e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169084 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -20697782.000000 Penalty: 5971.948242
	Iteration 18Q: 3 clusters Score -2.069778e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169095 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -20697810.000000 Penalty: 5971.948242
	Iteration 19Q: 3 clusters Score -2.069781e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169100 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -20697814.000000 Penalty: 5971.948242
	Iteration 20F: 3 clusters Score -2.069781e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169105 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -20697810.000000 Penalty: 5971.948242
	Iteration 21Q: 3 clusters Score -2.069781e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169109 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -20697816.000000 Penalty: 5971.948242
	Iteration 22Q: 3 clusters Score -2.069782e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169117 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -20697836.000000 Penalty: 5971.948242
	Iteration 23Q: 3 clusters Score -2.069784e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169123 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -20697842.000000 Penalty: 5971.948242
	Iteration 24Q: 3 clusters Score -2.069784e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169121 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -20697864.000000 Penalty: 5971.948242
	Iteration 25Q: 3 clusters Score -2.069786e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169123 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -20697860.000000 Penalty: 5971.948242
	Iteration 26Q: 3 clusters Score -2.069786e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169123 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -20697864.000000 Penalty: 5971.948242
	Iteration 27Q: 3 clusters Score -2.069786e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169122 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -20697872.000000 Penalty: 5971.948242
	Iteration 28Q: 3 clusters Score -2.069787e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169122 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -20697872.000000 Penalty: 5971.948242
	Iteration 29F: 3 clusters Score -2.069787e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -36439.414062 Penalty: 1497.391968
	Iteration 0F: 2 clusters Score -36439.41 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 200 members 
Entering Unmasked Estep 
Score: -35168.101562 Penalty: 2994.783936
	Iteration 0F: 3 clusters Score -35168.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -35761.937500 Penalty: 2994.783936
	Iteration 1F: 3 clusters Score -35761.94 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -36111.390625 Penalty: 2994.783936
	Iteration 2F: 3 clusters Score -36111.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -36312.378906 Penalty: 2994.783936
	Iteration 3Q: 3 clusters Score -36312.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -36496.066406 Penalty: 2994.783936
	Iteration 4Q: 3 clusters Score -36496.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -36586.785156 Penalty: 2994.783936
	Iteration 5Q: 3 clusters Score -36586.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -36602.265625 Penalty: 2994.783936
	Iteration 6Q: 3 clusters Score -36602.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -36607.902344 Penalty: 2994.783936
	Iteration 7Q: 3 clusters Score -36607.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -36607.902344 Penalty: 2994.783936
	Iteration 8F: 3 clusters Score -36607.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169434 members 
Mstep: Class 2 contains 207 members 
Mstep: Class 3 contains 34608 members 
Mstep: Class 4 contains 26958 members 
Mstep: Class 5 contains 82739 members 
Mstep: Class 6 contains 28843 members 
Mstep: Class 7 contains 13800 members 
Mstep: Class 8 contains 5826 members 
Mstep: Class 9 contains 55378 members 
Mstep: Class 10 contains 26524 members 
Mstep: Class 11 contains 15453 members 
Mstep: Class 12 contains 10113 members 
Mstep: Class 13 contains 204444 members 
Mstep: Class 14 contains 12836 members 
Mstep: Class 15 contains 150448 members 
Mstep: Class 16 contains 14730 members 
Mstep: Class 17 contains 7441 members 
Mstep: Class 18 contains 8264 members 
Mstep: Class 19 contains 8863 members 
Mstep: Class 20 contains 9031 members 
Mstep: Class 21 contains 7894 members 
Mstep: Class 22 contains 326024 members 
Mstep: Class 23 contains 5361 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82831 members 
Mstep: Class 26 contains 833 members 
Mstep: Class 27 contains 92390 members 
Mstep: Class 28 contains 56457 members 
Mstep: Class 29 contains 5288 members 
Mstep: Class 30 contains 8889 members 
Mstep: Class 31 contains 6273 members 
Mstep: Class 32 contains 10599 members 
Mstep: Class 33 contains 42510 members 
Mstep: Class 34 contains 11065 members 
Mstep: Class 35 contains 3653 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8481 members 
Mstep: Class 38 contains 205886 members 
Mstep: Class 39 contains 216761 members 
Mstep: Class 40 contains 10448 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 212 members 
Entering Unmasked Estep 
Score: -235484832.000000 Penalty: 158264.671875
Splitting cluster 2 changes total score from -235486784.000000 to -235484832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (34608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34608 members 
Entering Unmasked Estep 
Score: -4143842.500000 Penalty: 2592.056396
	Iteration 0F: 2 clusters Score -4143842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -4120388.000000 Penalty: 5184.112793
	Iteration 0F: 3 clusters Score -4120388 nChanged 15649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -4129053.000000 Penalty: 5184.112793
	Iteration 1F: 3 clusters Score -4129053 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -4129812.500000 Penalty: 5184.112793
	Iteration 2Q: 3 clusters Score -4129812 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -4130872.500000 Penalty: 5184.112793
	Iteration 3F: 3 clusters Score -4130872 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -4132465.750000 Penalty: 5184.112793
	Iteration 4F: 3 clusters Score -4132466 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -4134468.500000 Penalty: 5184.112793
	Iteration 5F: 3 clusters Score -4134468 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -4136554.500000 Penalty: 5184.112793
	Iteration 6F: 3 clusters Score -4136554 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -4138436.750000 Penalty: 5184.112793
	Iteration 7F: 3 clusters Score -4138437 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27822 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -4139967.750000 Penalty: 5184.112793
	Iteration 8F: 3 clusters Score -4139968 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28640 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -4141284.500000 Penalty: 5184.112793
	Iteration 9Q: 3 clusters Score -4141284 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -4142182.750000 Penalty: 5184.112793
	Iteration 10Q: 3 clusters Score -4142183 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -4142483.250000 Penalty: 5184.112793
	Iteration 11Q: 3 clusters Score -4142483 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -4142584.250000 Penalty: 5184.112793
	Iteration 12Q: 3 clusters Score -4142584 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -4142634.000000 Penalty: 5184.112793
	Iteration 13Q: 3 clusters Score -4142634 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -4142640.000000 Penalty: 5184.112793
	Iteration 14Q: 3 clusters Score -4142640 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -4142662.500000 Penalty: 5184.112793
	Iteration 15Q: 3 clusters Score -4142662 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29862 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -4142675.750000 Penalty: 5184.112793
	Iteration 16Q: 3 clusters Score -4142676 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -4142687.500000 Penalty: 5184.112793
	Iteration 17Q: 3 clusters Score -4142688 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -4142692.250000 Penalty: 5184.112793
	Iteration 18Q: 3 clusters Score -4142692 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -4142711.250000 Penalty: 5184.112793
	Iteration 19Q: 3 clusters Score -4142711 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30021 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -4142717.500000 Penalty: 5184.112793
	Iteration 20F: 3 clusters Score -4142718 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -4142717.750000 Penalty: 5184.112793
	Iteration 21Q: 3 clusters Score -4142718 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -4142715.750000 Penalty: 5184.112793
	Iteration 22Q: 3 clusters Score -4142716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30049 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -4142723.250000 Penalty: 5184.112793
	Iteration 23Q: 3 clusters Score -4142723 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30056 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -4142727.500000 Penalty: 5184.112793
	Iteration 24Q: 3 clusters Score -4142728 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30073 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -4142730.000000 Penalty: 5184.112793
	Iteration 25Q: 3 clusters Score -4142730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -4142730.500000 Penalty: 5184.112793
	Iteration 26Q: 3 clusters Score -4142730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30098 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -4142735.000000 Penalty: 5184.112793
	Iteration 27Q: 3 clusters Score -4142735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30104 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -4142730.250000 Penalty: 5184.112793
	Iteration 28Q: 3 clusters Score -4142730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30111 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -4142733.000000 Penalty: 5184.112793
	Iteration 29Q: 3 clusters Score -4142733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -4142739.500000 Penalty: 5184.112793
	Iteration 30Q: 3 clusters Score -4142740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -4142740.250000 Penalty: 5184.112793
	Iteration 31Q: 3 clusters Score -4142740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -4142735.500000 Penalty: 5184.112793
	Iteration 32Q: 3 clusters Score -4142736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30141 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -4142735.250000 Penalty: 5184.112793
	Iteration 33Q: 3 clusters Score -4142735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30150 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -4142739.500000 Penalty: 5184.112793
	Iteration 34Q: 3 clusters Score -4142740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30152 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -4142740.500000 Penalty: 5184.112793
	Iteration 35Q: 3 clusters Score -4142740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30153 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -4142740.250000 Penalty: 5184.112793
	Iteration 36Q: 3 clusters Score -4142740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -4142740.250000 Penalty: 5184.112793
	Iteration 37Q: 3 clusters Score -4142740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -4142740.250000 Penalty: 5184.112793
	Iteration 38F: 3 clusters Score -4142740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Entering Unmasked Estep 
Score: -3131537.000000 Penalty: 2530.104736
	Iteration 0F: 2 clusters Score -3131537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -3112943.500000 Penalty: 5060.209473
	Iteration 0F: 3 clusters Score -3112944 nChanged 12109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -3119885.750000 Penalty: 5060.209473
	Iteration 1F: 3 clusters Score -3119886 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -3120909.250000 Penalty: 5060.209473
	Iteration 2F: 3 clusters Score -3120909 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -3122095.250000 Penalty: 5060.209473
	Iteration 3F: 3 clusters Score -3122095 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -3123694.000000 Penalty: 5060.209473
	Iteration 4F: 3 clusters Score -3123694 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -3125562.500000 Penalty: 5060.209473
	Iteration 5F: 3 clusters Score -3125562 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -3127332.250000 Penalty: 5060.209473
	Iteration 6F: 3 clusters Score -3127332 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -3128554.000000 Penalty: 5060.209473
	Iteration 7F: 3 clusters Score -3128554 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -3129322.250000 Penalty: 5060.209473
	Iteration 8Q: 3 clusters Score -3129322 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -3129703.000000 Penalty: 5060.209473
	Iteration 9Q: 3 clusters Score -3129703 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -3129881.000000 Penalty: 5060.209473
	Iteration 10Q: 3 clusters Score -3129881 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -3129982.000000 Penalty: 5060.209473
	Iteration 11Q: 3 clusters Score -3129982 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -3130047.250000 Penalty: 5060.209473
	Iteration 12Q: 3 clusters Score -3130047 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -3130072.750000 Penalty: 5060.209473
	Iteration 13Q: 3 clusters Score -3130073 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -3130107.000000 Penalty: 5060.209473
	Iteration 14Q: 3 clusters Score -3130107 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -3130146.750000 Penalty: 5060.209473
	Iteration 15Q: 3 clusters Score -3130147 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -3130169.500000 Penalty: 5060.209473
	Iteration 16Q: 3 clusters Score -3130170 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -3130185.500000 Penalty: 5060.209473
	Iteration 17Q: 3 clusters Score -3130186 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -3130210.250000 Penalty: 5060.209473
	Iteration 18Q: 3 clusters Score -3130210 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -3130252.750000 Penalty: 5060.209473
	Iteration 19Q: 3 clusters Score -3130253 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -3130278.750000 Penalty: 5060.209473
	Iteration 20F: 3 clusters Score -3130279 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -3130297.500000 Penalty: 5060.209473
	Iteration 21Q: 3 clusters Score -3130298 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -3130318.750000 Penalty: 5060.209473
	Iteration 22Q: 3 clusters Score -3130319 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -3130339.500000 Penalty: 5060.209473
	Iteration 23Q: 3 clusters Score -3130340 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -3130353.000000 Penalty: 5060.209473
	Iteration 24Q: 3 clusters Score -3130353 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -3130373.000000 Penalty: 5060.209473
	Iteration 25Q: 3 clusters Score -3130373 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -3130384.000000 Penalty: 5060.209473
	Iteration 26Q: 3 clusters Score -3130384 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -3130394.250000 Penalty: 5060.209473
	Iteration 27Q: 3 clusters Score -3130394 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -3130391.750000 Penalty: 5060.209473
	Iteration 28Q: 3 clusters Score -3130392 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -3130410.750000 Penalty: 5060.209473
	Iteration 29Q: 3 clusters Score -3130411 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -3130414.000000 Penalty: 5060.209473
	Iteration 30Q: 3 clusters Score -3130414 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -3130414.250000 Penalty: 5060.209473
	Iteration 31Q: 3 clusters Score -3130414 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -3130429.250000 Penalty: 5060.209473
	Iteration 32Q: 3 clusters Score -3130429 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -3130432.500000 Penalty: 5060.209473
	Iteration 33Q: 3 clusters Score -3130432 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -3130439.250000 Penalty: 5060.209473
	Iteration 34Q: 3 clusters Score -3130439 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -3130442.500000 Penalty: 5060.209473
	Iteration 35Q: 3 clusters Score -3130442 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -3130438.750000 Penalty: 5060.209473
	Iteration 36Q: 3 clusters Score -3130439 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -3130437.750000 Penalty: 5060.209473
	Iteration 37Q: 3 clusters Score -3130438 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -3130433.000000 Penalty: 5060.209473
	Iteration 38Q: 3 clusters Score -3130433 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -3130433.250000 Penalty: 5060.209473
	Iteration 39Q: 3 clusters Score -3130433 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -3130438.500000 Penalty: 5060.209473
	Iteration 40F: 3 clusters Score -3130438 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -3130442.250000 Penalty: 5060.209473
	Iteration 41Q: 3 clusters Score -3130442 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -3130452.000000 Penalty: 5060.209473
	Iteration 42Q: 3 clusters Score -3130452 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -3130454.250000 Penalty: 5060.209473
	Iteration 43Q: 3 clusters Score -3130454 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -3130455.500000 Penalty: 5060.209473
	Iteration 44Q: 3 clusters Score -3130456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -3130451.250000 Penalty: 5060.209473
	Iteration 45Q: 3 clusters Score -3130451 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -3130462.250000 Penalty: 5060.209473
	Iteration 46Q: 3 clusters Score -3130462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -3130461.750000 Penalty: 5060.209473
	Iteration 47Q: 3 clusters Score -3130462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -3130459.500000 Penalty: 5060.209473
	Iteration 48Q: 3 clusters Score -3130460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -3130460.500000 Penalty: 5060.209473
	Iteration 49Q: 3 clusters Score -3130460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -3130464.750000 Penalty: 5060.209473
	Iteration 50Q: 3 clusters Score -3130465 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -3130463.750000 Penalty: 5060.209473
	Iteration 51Q: 3 clusters Score -3130464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -3130468.500000 Penalty: 5060.209473
	Iteration 52Q: 3 clusters Score -3130468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -3130465.750000 Penalty: 5060.209473
	Iteration 53Q: 3 clusters Score -3130466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -3130460.500000 Penalty: 5060.209473
	Iteration 54Q: 3 clusters Score -3130460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -3130457.500000 Penalty: 5060.209473
	Iteration 55Q: 3 clusters Score -3130458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -3130463.250000 Penalty: 5060.209473
	Iteration 56Q: 3 clusters Score -3130463 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -3130464.500000 Penalty: 5060.209473
	Iteration 57Q: 3 clusters Score -3130464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -3130467.750000 Penalty: 5060.209473
	Iteration 58Q: 3 clusters Score -3130468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -3130469.250000 Penalty: 5060.209473
	Iteration 59Q: 3 clusters Score -3130469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -3130467.750000 Penalty: 5060.209473
	Iteration 60F: 3 clusters Score -3130468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -3130469.750000 Penalty: 5060.209473
	Iteration 61Q: 3 clusters Score -3130470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -3130474.750000 Penalty: 5060.209473
	Iteration 62Q: 3 clusters Score -3130475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -3130469.750000 Penalty: 5060.209473
	Iteration 63Q: 3 clusters Score -3130470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -3130470.500000 Penalty: 5060.209473
	Iteration 64Q: 3 clusters Score -3130470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -3130470.500000 Penalty: 5060.209473
	Iteration 65F: 3 clusters Score -3130470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (82739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82739 members 
Entering Unmasked Estep 
Score: -10100763.000000 Penalty: 2808.214600
	Iteration 0F: 2 clusters Score -1.010076e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41533 members 
Mstep: Class 2 contains 41206 members 
Entering Unmasked Estep 
Score: -10045193.000000 Penalty: 5616.429199
	Iteration 0F: 3 clusters Score -1.004519e+07 nChanged 39127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42978 members 
Mstep: Class 2 contains 39761 members 
Entering Unmasked Estep 
Score: -10067327.000000 Penalty: 5616.429199
	Iteration 1F: 3 clusters Score -1.006733e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43809 members 
Mstep: Class 2 contains 38930 members 
Entering Unmasked Estep 
Score: -10068039.000000 Penalty: 5616.429199
	Iteration 2Q: 3 clusters Score -1.006804e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45001 members 
Mstep: Class 2 contains 37738 members 
Entering Unmasked Estep 
Score: -10068705.000000 Penalty: 5616.429199
	Iteration 3Q: 3 clusters Score -1.00687e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46799 members 
Mstep: Class 2 contains 35940 members 
Entering Unmasked Estep 
Score: -10069519.000000 Penalty: 5616.429199
	Iteration 4Q: 3 clusters Score -1.006952e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49383 members 
Mstep: Class 2 contains 33356 members 
Entering Unmasked Estep 
Score: -10070732.000000 Penalty: 5616.429199
	Iteration 5Q: 3 clusters Score -1.007073e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53054 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -10072623.000000 Penalty: 5616.429199
	Iteration 6Q: 3 clusters Score -1.007262e+07 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58229 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -10076169.000000 Penalty: 5616.429199
	Iteration 7F: 3 clusters Score -1.007617e+07 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64786 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -10081491.000000 Penalty: 5616.429199
	Iteration 8F: 3 clusters Score -1.008149e+07 nChanged 6752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71536 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -10087826.000000 Penalty: 5616.429199
	Iteration 9F: 3 clusters Score -1.008783e+07 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77107 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -10093135.000000 Penalty: 5616.429199
	Iteration 10F: 3 clusters Score -1.009314e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80343 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -10096280.000000 Penalty: 5616.429199
	Iteration 11Q: 3 clusters Score -1.009628e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81761 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -10097512.000000 Penalty: 5616.429199
	Iteration 12Q: 3 clusters Score -1.009751e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82216 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -10097932.000000 Penalty: 5616.429199
	Iteration 13Q: 3 clusters Score -1.009793e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82350 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -10098113.000000 Penalty: 5616.429199
	Iteration 14Q: 3 clusters Score -1.009811e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82396 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -10098172.000000 Penalty: 5616.429199
	Iteration 15Q: 3 clusters Score -1.009817e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82427 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -10098214.000000 Penalty: 5616.429199
	Iteration 16Q: 3 clusters Score -1.009821e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82439 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -10098224.000000 Penalty: 5616.429199
	Iteration 17Q: 3 clusters Score -1.009822e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82442 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -10098227.000000 Penalty: 5616.429199
	Iteration 18Q: 3 clusters Score -1.009823e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82452 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -10098233.000000 Penalty: 5616.429199
	Iteration 19Q: 3 clusters Score -1.009823e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82458 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -10098242.000000 Penalty: 5616.429199
	Iteration 20F: 3 clusters Score -1.009824e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82460 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -10098256.000000 Penalty: 5616.429199
	Iteration 21Q: 3 clusters Score -1.009826e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82460 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -10098265.000000 Penalty: 5616.429199
	Iteration 22Q: 3 clusters Score -1.009826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82460 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -10098261.000000 Penalty: 5616.429199
	Iteration 23Q: 3 clusters Score -1.009826e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82460 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -10098261.000000 Penalty: 5616.429199
	Iteration 24F: 3 clusters Score -1.009826e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28843 members 
Entering Unmasked Estep 
Score: -3518785.000000 Penalty: 2546.866455
	Iteration 0F: 2 clusters Score -3518785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -3498845.250000 Penalty: 5093.732910
	Iteration 0F: 3 clusters Score -3498845 nChanged 13057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -3505964.000000 Penalty: 5093.732910
	Iteration 1F: 3 clusters Score -3505964 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -3506451.250000 Penalty: 5093.732910
	Iteration 2Q: 3 clusters Score -3506451 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -3506884.000000 Penalty: 5093.732910
	Iteration 3Q: 3 clusters Score -3506884 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -3507263.250000 Penalty: 5093.732910
	Iteration 4Q: 3 clusters Score -3507263 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -3507666.250000 Penalty: 5093.732910
	Iteration 5Q: 3 clusters Score -3507666 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -3508137.750000 Penalty: 5093.732910
	Iteration 6Q: 3 clusters Score -3508138 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -3508760.750000 Penalty: 5093.732910
	Iteration 7Q: 3 clusters Score -3508761 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -3509430.000000 Penalty: 5093.732910
	Iteration 8Q: 3 clusters Score -3509430 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -3510151.750000 Penalty: 5093.732910
	Iteration 9Q: 3 clusters Score -3510152 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -3510927.750000 Penalty: 5093.732910
	Iteration 10Q: 3 clusters Score -3510928 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -3511806.750000 Penalty: 5093.732910
	Iteration 11Q: 3 clusters Score -3511807 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -3512883.500000 Penalty: 5093.732910
	Iteration 12Q: 3 clusters Score -3512884 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -3513826.000000 Penalty: 5093.732910
	Iteration 13Q: 3 clusters Score -3513826 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -3514535.250000 Penalty: 5093.732910
	Iteration 14Q: 3 clusters Score -3514535 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -3515089.250000 Penalty: 5093.732910
	Iteration 15Q: 3 clusters Score -3515089 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -3515438.500000 Penalty: 5093.732910
	Iteration 16Q: 3 clusters Score -3515438 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -3515652.000000 Penalty: 5093.732910
	Iteration 17Q: 3 clusters Score -3515652 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -3515775.500000 Penalty: 5093.732910
	Iteration 18Q: 3 clusters Score -3515776 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -3515891.750000 Penalty: 5093.732910
	Iteration 19Q: 3 clusters Score -3515892 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -3515980.500000 Penalty: 5093.732910
	Iteration 20F: 3 clusters Score -3515980 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -3516066.000000 Penalty: 5093.732910
	Iteration 21Q: 3 clusters Score -3516066 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -3516113.750000 Penalty: 5093.732910
	Iteration 22Q: 3 clusters Score -3516114 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -3516130.000000 Penalty: 5093.732910
	Iteration 23Q: 3 clusters Score -3516130 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -3516155.500000 Penalty: 5093.732910
	Iteration 24Q: 3 clusters Score -3516156 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -3516181.250000 Penalty: 5093.732910
	Iteration 25Q: 3 clusters Score -3516181 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -3516204.750000 Penalty: 5093.732910
	Iteration 26Q: 3 clusters Score -3516205 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -3516219.000000 Penalty: 5093.732910
	Iteration 27Q: 3 clusters Score -3516219 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -3516238.750000 Penalty: 5093.732910
	Iteration 28Q: 3 clusters Score -3516239 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -3516251.500000 Penalty: 5093.732910
	Iteration 29Q: 3 clusters Score -3516252 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -3516260.000000 Penalty: 5093.732910
	Iteration 30Q: 3 clusters Score -3516260 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -3516270.750000 Penalty: 5093.732910
	Iteration 31Q: 3 clusters Score -3516271 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -3516298.500000 Penalty: 5093.732910
	Iteration 32Q: 3 clusters Score -3516298 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -3516294.500000 Penalty: 5093.732910
	Iteration 33Q: 3 clusters Score -3516294 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -3516314.000000 Penalty: 5093.732910
	Iteration 34Q: 3 clusters Score -3516314 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -3516317.500000 Penalty: 5093.732910
	Iteration 35Q: 3 clusters Score -3516318 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -3516326.000000 Penalty: 5093.732910
	Iteration 36Q: 3 clusters Score -3516326 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -3516337.000000 Penalty: 5093.732910
	Iteration 37Q: 3 clusters Score -3516337 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -3516348.250000 Penalty: 5093.732910
	Iteration 38Q: 3 clusters Score -3516348 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -3516359.250000 Penalty: 5093.732910
	Iteration 39Q: 3 clusters Score -3516359 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -3516354.500000 Penalty: 5093.732910
	Iteration 40F: 3 clusters Score -3516354 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -3516363.750000 Penalty: 5093.732910
	Iteration 41Q: 3 clusters Score -3516364 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3516368 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3516363 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3516378 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3516387 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3516392 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3516404 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3516397 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3516388 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3516401 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3516404 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3516404 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3516416 nChanged 42
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3516413 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3516426 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3516420 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3516425 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3516437 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3516431 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3516434 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3516438 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3516439 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3516437 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3516440 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3516442 nChanged 14
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Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3516447 nChanged 15
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Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3516436 nChanged 16
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Mstep: Class 1 contains 16828 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3516444 nChanged 12
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Mstep: Class 1 contains 16840 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3516442 nChanged 17
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Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3516446 nChanged 15
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Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3516449 nChanged 13
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Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3516453 nChanged 8
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Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3516456 nChanged 7
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Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3516456 nChanged 8
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Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3516461 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3516460 nChanged 3
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Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3516462 nChanged 4
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Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 11932 members 
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	Iteration 78Q: 3 clusters Score -3516456 nChanged 6
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Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3516457 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3516458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3516460 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3516462 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 11910 members 
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	Iteration 83Q: 3 clusters Score -3516463 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
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	Iteration 84Q: 3 clusters Score -3516462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3516462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 11902 members 
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	Iteration 86Q: 3 clusters Score -3516462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3516460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3516460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3516458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3516456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3516459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3516456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3516458 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 11843 members 
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	Iteration 94Q: 3 clusters Score -3516458 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3516462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3516463 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3516464 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3516466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3516468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3516471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3516473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3516469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3516471 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3516474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3516480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3516479 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17088 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3516482 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3516479 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3516480 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17096 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3516477 nChanged 3
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Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 11744 members 
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	Iteration 111Q: 3 clusters Score -3516479 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17104 members 
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	Iteration 112Q: 3 clusters Score -3516482 nChanged 4
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Mstep: Class 1 contains 17106 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3516478 nChanged 3
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Mstep: Class 1 contains 17109 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3516480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3516482 nChanged 6
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Mstep: Class 1 contains 17122 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3516482 nChanged 7
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	Iteration 117Q: 3 clusters Score -3516478 nChanged 6
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	Iteration 118Q: 3 clusters Score -3516483 nChanged 6
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	Iteration 119Q: 3 clusters Score -3516482 nChanged 5
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	Iteration 120F: 3 clusters Score -3516484 nChanged 3
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	Iteration 121Q: 3 clusters Score -3516485 nChanged 5
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	Iteration 122Q: 3 clusters Score -3516484 nChanged 8
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Mstep: Class 1 contains 17158 members 
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	Iteration 123Q: 3 clusters Score -3516479 nChanged 6
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	Iteration 124Q: 3 clusters Score -3516483 nChanged 10
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	Iteration 125Q: 3 clusters Score -3516484 nChanged 11
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	Iteration 126Q: 3 clusters Score -3516482 nChanged 8
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	Iteration 127Q: 3 clusters Score -3516481 nChanged 7
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	Iteration 128Q: 3 clusters Score -3516478 nChanged 10
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	Iteration 129Q: 3 clusters Score -3516482 nChanged 12
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	Iteration 130Q: 3 clusters Score -3516484 nChanged 6
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	Iteration 131Q: 3 clusters Score -3516482 nChanged 6
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	Iteration 132Q: 3 clusters Score -3516479 nChanged 5
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	Iteration 133Q: 3 clusters Score -3516483 nChanged 6
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	Iteration 134Q: 3 clusters Score -3516487 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -3516485.000000 Penalty: 5093.732910
	Iteration 135Q: 3 clusters Score -3516485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -3516484.750000 Penalty: 5093.732910
	Iteration 136Q: 3 clusters Score -3516485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -3516488.500000 Penalty: 5093.732910
	Iteration 137Q: 3 clusters Score -3516488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -3516489.250000 Penalty: 5093.732910
	Iteration 138Q: 3 clusters Score -3516489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -3516489.250000 Penalty: 5093.732910
	Iteration 139F: 3 clusters Score -3516489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Entering Unmasked Estep 
Score: -1655939.375000 Penalty: 2364.041260
	Iteration 0F: 2 clusters Score -1655939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1645878.875000 Penalty: 4728.082520
	Iteration 0F: 3 clusters Score -1645879 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1649059.000000 Penalty: 4728.082520
	Iteration 1F: 3 clusters Score -1649059 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1649505.750000 Penalty: 4728.082520
	Iteration 2F: 3 clusters Score -1649506 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1649912.500000 Penalty: 4728.082520
	Iteration 3F: 3 clusters Score -1649912 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1650308.000000 Penalty: 4728.082520
	Iteration 4F: 3 clusters Score -1650308 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1650729.500000 Penalty: 4728.082520
	Iteration 5F: 3 clusters Score -1650730 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1651154.125000 Penalty: 4728.082520
	Iteration 6F: 3 clusters Score -1651154 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1651608.375000 Penalty: 4728.082520
	Iteration 7F: 3 clusters Score -1651608 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1652056.750000 Penalty: 4728.082520
	Iteration 8F: 3 clusters Score -1652057 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1652492.500000 Penalty: 4728.082520
	Iteration 9Q: 3 clusters Score -1652492 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1652926.125000 Penalty: 4728.082520
	Iteration 10Q: 3 clusters Score -1652926 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1653327.250000 Penalty: 4728.082520
	Iteration 11Q: 3 clusters Score -1653327 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1653629.250000 Penalty: 4728.082520
	Iteration 12Q: 3 clusters Score -1653629 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1653857.875000 Penalty: 4728.082520
	Iteration 13Q: 3 clusters Score -1653858 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1654008.625000 Penalty: 4728.082520
	Iteration 14Q: 3 clusters Score -1654009 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1654108.500000 Penalty: 4728.082520
	Iteration 15Q: 3 clusters Score -1654108 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1654211.375000 Penalty: 4728.082520
	Iteration 16Q: 3 clusters Score -1654211 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1654312.875000 Penalty: 4728.082520
	Iteration 17Q: 3 clusters Score -1654313 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1654396.750000 Penalty: 4728.082520
	Iteration 18Q: 3 clusters Score -1654397 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1654455.375000 Penalty: 4728.082520
	Iteration 19Q: 3 clusters Score -1654455 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1654508.375000 Penalty: 4728.082520
	Iteration 20F: 3 clusters Score -1654508 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1654556.000000 Penalty: 4728.082520
	Iteration 21Q: 3 clusters Score -1654556 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1654606.500000 Penalty: 4728.082520
	Iteration 22Q: 3 clusters Score -1654606 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1654646.125000 Penalty: 4728.082520
	Iteration 23Q: 3 clusters Score -1654646 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1654688.750000 Penalty: 4728.082520
	Iteration 24Q: 3 clusters Score -1654689 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1654727.875000 Penalty: 4728.082520
	Iteration 25Q: 3 clusters Score -1654728 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1654760.625000 Penalty: 4728.082520
	Iteration 26Q: 3 clusters Score -1654761 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1654785.625000 Penalty: 4728.082520
	Iteration 27Q: 3 clusters Score -1654786 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1654803.500000 Penalty: 4728.082520
	Iteration 28Q: 3 clusters Score -1654804 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1654814.500000 Penalty: 4728.082520
	Iteration 29Q: 3 clusters Score -1654814 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1654832.875000 Penalty: 4728.082520
	Iteration 30Q: 3 clusters Score -1654833 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1654843.875000 Penalty: 4728.082520
	Iteration 31Q: 3 clusters Score -1654844 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1654857.750000 Penalty: 4728.082520
	Iteration 32Q: 3 clusters Score -1654858 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1654873.375000 Penalty: 4728.082520
	Iteration 33Q: 3 clusters Score -1654873 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1654879.875000 Penalty: 4728.082520
	Iteration 34Q: 3 clusters Score -1654880 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1654890.625000 Penalty: 4728.082520
	Iteration 35Q: 3 clusters Score -1654891 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1654905.500000 Penalty: 4728.082520
	Iteration 36Q: 3 clusters Score -1654906 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1654921.750000 Penalty: 4728.082520
	Iteration 37Q: 3 clusters Score -1654922 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1654936.500000 Penalty: 4728.082520
	Iteration 38Q: 3 clusters Score -1654936 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1654945.250000 Penalty: 4728.082520
	Iteration 39Q: 3 clusters Score -1654945 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1654962.125000 Penalty: 4728.082520
	Iteration 40F: 3 clusters Score -1654962 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1654974.500000 Penalty: 4728.082520
	Iteration 41Q: 3 clusters Score -1654974 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1654988.000000 Penalty: 4728.082520
	Iteration 42Q: 3 clusters Score -1654988 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1655003.125000 Penalty: 4728.082520
	Iteration 43Q: 3 clusters Score -1655003 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1655013.375000 Penalty: 4728.082520
	Iteration 44Q: 3 clusters Score -1655013 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1655022.000000 Penalty: 4728.082520
	Iteration 45Q: 3 clusters Score -1655022 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1655032.500000 Penalty: 4728.082520
	Iteration 46Q: 3 clusters Score -1655032 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1655044.500000 Penalty: 4728.082520
	Iteration 47Q: 3 clusters Score -1655044 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1655062.375000 Penalty: 4728.082520
	Iteration 48Q: 3 clusters Score -1655062 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1655076.250000 Penalty: 4728.082520
	Iteration 49Q: 3 clusters Score -1655076 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1655092.375000 Penalty: 4728.082520
	Iteration 50Q: 3 clusters Score -1655092 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1655102.000000 Penalty: 4728.082520
	Iteration 51Q: 3 clusters Score -1655102 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1655110.125000 Penalty: 4728.082520
	Iteration 52Q: 3 clusters Score -1655110 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1655123.500000 Penalty: 4728.082520
	Iteration 53Q: 3 clusters Score -1655124 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1655128.625000 Penalty: 4728.082520
	Iteration 54Q: 3 clusters Score -1655129 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1655143.875000 Penalty: 4728.082520
	Iteration 55Q: 3 clusters Score -1655144 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1655148.750000 Penalty: 4728.082520
	Iteration 56Q: 3 clusters Score -1655149 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1655156.375000 Penalty: 4728.082520
	Iteration 57Q: 3 clusters Score -1655156 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1655164.000000 Penalty: 4728.082520
	Iteration 58Q: 3 clusters Score -1655164 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1655167.750000 Penalty: 4728.082520
	Iteration 59Q: 3 clusters Score -1655168 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1655177.625000 Penalty: 4728.082520
	Iteration 60F: 3 clusters Score -1655178 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1655178.375000 Penalty: 4728.082520
	Iteration 61Q: 3 clusters Score -1655178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1655183.875000 Penalty: 4728.082520
	Iteration 62Q: 3 clusters Score -1655184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1655186.625000 Penalty: 4728.082520
	Iteration 63Q: 3 clusters Score -1655187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1655186.125000 Penalty: 4728.082520
	Iteration 64Q: 3 clusters Score -1655186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1655189.125000 Penalty: 4728.082520
	Iteration 65Q: 3 clusters Score -1655189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1655196.250000 Penalty: 4728.082520
	Iteration 66Q: 3 clusters Score -1655196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1655197.500000 Penalty: 4728.082520
	Iteration 67Q: 3 clusters Score -1655198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1655201.375000 Penalty: 4728.082520
	Iteration 68Q: 3 clusters Score -1655201 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1655210.500000 Penalty: 4728.082520
	Iteration 69Q: 3 clusters Score -1655210 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1655220.125000 Penalty: 4728.082520
	Iteration 70Q: 3 clusters Score -1655220 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1655236.000000 Penalty: 4728.082520
	Iteration 71Q: 3 clusters Score -1655236 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1655256.250000 Penalty: 4728.082520
	Iteration 72Q: 3 clusters Score -1655256 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1655279.750000 Penalty: 4728.082520
	Iteration 73Q: 3 clusters Score -1655280 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1655310.625000 Penalty: 4728.082520
	Iteration 74Q: 3 clusters Score -1655311 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1655349.500000 Penalty: 4728.082520
	Iteration 75Q: 3 clusters Score -1655350 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1655370.750000 Penalty: 4728.082520
	Iteration 76Q: 3 clusters Score -1655371 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1655390.125000 Penalty: 4728.082520
	Iteration 77Q: 3 clusters Score -1655390 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1655400.000000 Penalty: 4728.082520
	Iteration 78Q: 3 clusters Score -1655400 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1655404.125000 Penalty: 4728.082520
	Iteration 79Q: 3 clusters Score -1655404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1655406.250000 Penalty: 4728.082520
	Iteration 80F: 3 clusters Score -1655406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1655406.125000 Penalty: 4728.082520
	Iteration 81Q: 3 clusters Score -1655406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1655407.125000 Penalty: 4728.082520
	Iteration 82Q: 3 clusters Score -1655407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1655408.375000 Penalty: 4728.082520
	Iteration 83Q: 3 clusters Score -1655408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1655410.000000 Penalty: 4728.082520
	Iteration 84Q: 3 clusters Score -1655410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1655411.000000 Penalty: 4728.082520
	Iteration 85Q: 3 clusters Score -1655411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1655413.375000 Penalty: 4728.082520
	Iteration 86Q: 3 clusters Score -1655413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1655413.375000 Penalty: 4728.082520
	Iteration 87Q: 3 clusters Score -1655413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1655413.375000 Penalty: 4728.082520
	Iteration 88F: 3 clusters Score -1655413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Entering Unmasked Estep 
Score: -694543.500000 Penalty: 2150.181396
	Iteration 0F: 2 clusters Score -694543.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -689479.750000 Penalty: 4300.362793
	Iteration 0F: 3 clusters Score -689479.8 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -690699.250000 Penalty: 4300.362793
	Iteration 1F: 3 clusters Score -690699.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -690940.687500 Penalty: 4300.362793
	Iteration 2F: 3 clusters Score -690940.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -691125.500000 Penalty: 4300.362793
	Iteration 3F: 3 clusters Score -691125.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -691262.750000 Penalty: 4300.362793
	Iteration 4Q: 3 clusters Score -691262.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -691355.812500 Penalty: 4300.362793
	Iteration 5Q: 3 clusters Score -691355.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -691442.375000 Penalty: 4300.362793
	Iteration 6Q: 3 clusters Score -691442.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -691515.687500 Penalty: 4300.362793
	Iteration 7Q: 3 clusters Score -691515.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -691583.437500 Penalty: 4300.362793
	Iteration 8Q: 3 clusters Score -691583.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -691645.000000 Penalty: 4300.362793
	Iteration 9Q: 3 clusters Score -691645 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -691697.875000 Penalty: 4300.362793
	Iteration 10Q: 3 clusters Score -691697.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -691748.437500 Penalty: 4300.362793
	Iteration 11Q: 3 clusters Score -691748.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -691789.687500 Penalty: 4300.362793
	Iteration 12Q: 3 clusters Score -691789.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -691831.250000 Penalty: 4300.362793
	Iteration 13Q: 3 clusters Score -691831.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -691887.750000 Penalty: 4300.362793
	Iteration 14Q: 3 clusters Score -691887.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -691928.250000 Penalty: 4300.362793
	Iteration 15Q: 3 clusters Score -691928.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -691963.437500 Penalty: 4300.362793
	Iteration 16Q: 3 clusters Score -691963.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -691994.812500 Penalty: 4300.362793
	Iteration 17Q: 3 clusters Score -691994.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -692026.750000 Penalty: 4300.362793
	Iteration 18Q: 3 clusters Score -692026.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -692070.000000 Penalty: 4300.362793
	Iteration 19Q: 3 clusters Score -692070 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -692100.812500 Penalty: 4300.362793
	Iteration 20F: 3 clusters Score -692100.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -692135.000000 Penalty: 4300.362793
	Iteration 21Q: 3 clusters Score -692135 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -692164.750000 Penalty: 4300.362793
	Iteration 22Q: 3 clusters Score -692164.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -692187.437500 Penalty: 4300.362793
	Iteration 23Q: 3 clusters Score -692187.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -692205.625000 Penalty: 4300.362793
	Iteration 24Q: 3 clusters Score -692205.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -692229.812500 Penalty: 4300.362793
	Iteration 25Q: 3 clusters Score -692229.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -692254.062500 Penalty: 4300.362793
	Iteration 26Q: 3 clusters Score -692254.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -692284.437500 Penalty: 4300.362793
	Iteration 27Q: 3 clusters Score -692284.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -692315.437500 Penalty: 4300.362793
	Iteration 28Q: 3 clusters Score -692315.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -692340.312500 Penalty: 4300.362793
	Iteration 29Q: 3 clusters Score -692340.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -692368.812500 Penalty: 4300.362793
	Iteration 30Q: 3 clusters Score -692368.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -692391.937500 Penalty: 4300.362793
	Iteration 31Q: 3 clusters Score -692391.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -692418.812500 Penalty: 4300.362793
	Iteration 32Q: 3 clusters Score -692418.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -692440.062500 Penalty: 4300.362793
	Iteration 33Q: 3 clusters Score -692440.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -692461.000000 Penalty: 4300.362793
	Iteration 34Q: 3 clusters Score -692461 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -692483.500000 Penalty: 4300.362793
	Iteration 35Q: 3 clusters Score -692483.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -692507.750000 Penalty: 4300.362793
	Iteration 36Q: 3 clusters Score -692507.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -692527.750000 Penalty: 4300.362793
	Iteration 37Q: 3 clusters Score -692527.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -692550.750000 Penalty: 4300.362793
	Iteration 38Q: 3 clusters Score -692550.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -692568.125000 Penalty: 4300.362793
	Iteration 39Q: 3 clusters Score -692568.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -692588.875000 Penalty: 4300.362793
	Iteration 40F: 3 clusters Score -692588.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -692609.125000 Penalty: 4300.362793
	Iteration 41Q: 3 clusters Score -692609.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -692630.312500 Penalty: 4300.362793
	Iteration 42Q: 3 clusters Score -692630.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -692656.062500 Penalty: 4300.362793
	Iteration 43Q: 3 clusters Score -692656.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -692684.437500 Penalty: 4300.362793
	Iteration 44Q: 3 clusters Score -692684.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -692703.250000 Penalty: 4300.362793
	Iteration 45Q: 3 clusters Score -692703.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -692714.937500 Penalty: 4300.362793
	Iteration 46Q: 3 clusters Score -692714.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -692720.000000 Penalty: 4300.362793
	Iteration 47Q: 3 clusters Score -692720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -692724.500000 Penalty: 4300.362793
	Iteration 48Q: 3 clusters Score -692724.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -692726.375000 Penalty: 4300.362793
	Iteration 49Q: 3 clusters Score -692726.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -692726.062500 Penalty: 4300.362793
	Iteration 50Q: 3 clusters Score -692726.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -692726.062500 Penalty: 4300.362793
	Iteration 51F: 3 clusters Score -692726.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (55378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55378 members 
Entering Unmasked Estep 
Score: -6775735.000000 Penalty: 2708.640625
	Iteration 0F: 2 clusters Score -6775735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -6738434.500000 Penalty: 5417.281250
	Iteration 0F: 3 clusters Score -6738434 nChanged 25767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -6752904.500000 Penalty: 5417.281250
	Iteration 1F: 3 clusters Score -6752904 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26608 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -6753577.500000 Penalty: 5417.281250
	Iteration 2Q: 3 clusters Score -6753578 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 29294 members 
Entering Unmasked Estep 
Score: -6754314.000000 Penalty: 5417.281250
	Iteration 3Q: 3 clusters Score -6754314 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 30028 members 
Entering Unmasked Estep 
Score: -6755231.000000 Penalty: 5417.281250
	Iteration 4Q: 3 clusters Score -6755231 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -6756354.500000 Penalty: 5417.281250
	Iteration 5Q: 3 clusters Score -6756354 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 32396 members 
Entering Unmasked Estep 
Score: -6757990.000000 Penalty: 5417.281250
	Iteration 6F: 3 clusters Score -6757990 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 34033 members 
Entering Unmasked Estep 
Score: -6760064.500000 Penalty: 5417.281250
	Iteration 7F: 3 clusters Score -6760064 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 35795 members 
Entering Unmasked Estep 
Score: -6762664.500000 Penalty: 5417.281250
	Iteration 8F: 3 clusters Score -6762664 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -6765448.000000 Penalty: 5417.281250
	Iteration 9F: 3 clusters Score -6765448 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 38422 members 
Entering Unmasked Estep 
Score: -6767840.500000 Penalty: 5417.281250
	Iteration 10F: 3 clusters Score -6767840 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 39084 members 
Entering Unmasked Estep 
Score: -6769143.500000 Penalty: 5417.281250
	Iteration 11Q: 3 clusters Score -6769144 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 39675 members 
Entering Unmasked Estep 
Score: -6769816.000000 Penalty: 5417.281250
	Iteration 12Q: 3 clusters Score -6769816 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 40168 members 
Entering Unmasked Estep 
Score: -6770161.000000 Penalty: 5417.281250
	Iteration 13Q: 3 clusters Score -6770161 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 40599 members 
Entering Unmasked Estep 
Score: -6770382.500000 Penalty: 5417.281250
	Iteration 14Q: 3 clusters Score -6770382 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 41015 members 
Entering Unmasked Estep 
Score: -6770580.000000 Penalty: 5417.281250
	Iteration 15Q: 3 clusters Score -6770580 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 41418 members 
Entering Unmasked Estep 
Score: -6770759.500000 Penalty: 5417.281250
	Iteration 16Q: 3 clusters Score -6770760 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 41834 members 
Entering Unmasked Estep 
Score: -6770886.500000 Penalty: 5417.281250
	Iteration 17Q: 3 clusters Score -6770886 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 42202 members 
Entering Unmasked Estep 
Score: -6771025.000000 Penalty: 5417.281250
	Iteration 18Q: 3 clusters Score -6771025 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 42573 members 
Entering Unmasked Estep 
Score: -6771089.500000 Penalty: 5417.281250
	Iteration 19Q: 3 clusters Score -6771090 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 42907 members 
Entering Unmasked Estep 
Score: -6771163.000000 Penalty: 5417.281250
	Iteration 20F: 3 clusters Score -6771163 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 43193 members 
Entering Unmasked Estep 
Score: -6771246.500000 Penalty: 5417.281250
	Iteration 21Q: 3 clusters Score -6771246 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 43458 members 
Entering Unmasked Estep 
Score: -6771293.500000 Penalty: 5417.281250
	Iteration 22Q: 3 clusters Score -6771294 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 43723 members 
Entering Unmasked Estep 
Score: -6771340.500000 Penalty: 5417.281250
	Iteration 23Q: 3 clusters Score -6771340 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 43979 members 
Entering Unmasked Estep 
Score: -6771415.000000 Penalty: 5417.281250
	Iteration 24Q: 3 clusters Score -6771415 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 44236 members 
Entering Unmasked Estep 
Score: -6771447.000000 Penalty: 5417.281250
	Iteration 25Q: 3 clusters Score -6771447 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 44467 members 
Entering Unmasked Estep 
Score: -6771511.000000 Penalty: 5417.281250
	Iteration 26Q: 3 clusters Score -6771511 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 44697 members 
Entering Unmasked Estep 
Score: -6771563.500000 Penalty: 5417.281250
	Iteration 27Q: 3 clusters Score -6771564 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 44909 members 
Entering Unmasked Estep 
Score: -6771596.500000 Penalty: 5417.281250
	Iteration 28Q: 3 clusters Score -6771596 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 45107 members 
Entering Unmasked Estep 
Score: -6771634.500000 Penalty: 5417.281250
	Iteration 29Q: 3 clusters Score -6771634 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 45299 members 
Entering Unmasked Estep 
Score: -6771644.000000 Penalty: 5417.281250
	Iteration 30Q: 3 clusters Score -6771644 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 45483 members 
Entering Unmasked Estep 
Score: -6771686.500000 Penalty: 5417.281250
	Iteration 31Q: 3 clusters Score -6771686 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 45647 members 
Entering Unmasked Estep 
Score: -6771709.500000 Penalty: 5417.281250
	Iteration 32Q: 3 clusters Score -6771710 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 45827 members 
Entering Unmasked Estep 
Score: -6771725.500000 Penalty: 5417.281250
	Iteration 33Q: 3 clusters Score -6771726 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 45993 members 
Entering Unmasked Estep 
Score: -6771746.500000 Penalty: 5417.281250
	Iteration 34Q: 3 clusters Score -6771746 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 46155 members 
Entering Unmasked Estep 
Score: -6771749.500000 Penalty: 5417.281250
	Iteration 35Q: 3 clusters Score -6771750 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 46308 members 
Entering Unmasked Estep 
Score: -6771771.500000 Penalty: 5417.281250
	Iteration 36Q: 3 clusters Score -6771772 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 46458 members 
Entering Unmasked Estep 
Score: -6771787.000000 Penalty: 5417.281250
	Iteration 37Q: 3 clusters Score -6771787 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 46610 members 
Entering Unmasked Estep 
Score: -6771820.000000 Penalty: 5417.281250
	Iteration 38Q: 3 clusters Score -6771820 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 46754 members 
Entering Unmasked Estep 
Score: -6771826.500000 Penalty: 5417.281250
	Iteration 39Q: 3 clusters Score -6771826 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 46904 members 
Entering Unmasked Estep 
Score: -6771821.500000 Penalty: 5417.281250
	Iteration 40F: 3 clusters Score -6771822 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 47047 members 
Entering Unmasked Estep 
Score: -6771834.500000 Penalty: 5417.281250
	Iteration 41Q: 3 clusters Score -6771834 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 47176 members 
Entering Unmasked Estep 
Score: -6771877.500000 Penalty: 5417.281250
	Iteration 42Q: 3 clusters Score -6771878 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 47286 members 
Entering Unmasked Estep 
Score: -6771888.000000 Penalty: 5417.281250
	Iteration 43Q: 3 clusters Score -6771888 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 47404 members 
Entering Unmasked Estep 
Score: -6771916.500000 Penalty: 5417.281250
	Iteration 44Q: 3 clusters Score -6771916 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 47531 members 
Entering Unmasked Estep 
Score: -6771935.500000 Penalty: 5417.281250
	Iteration 45Q: 3 clusters Score -6771936 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 47645 members 
Entering Unmasked Estep 
Score: -6771951.000000 Penalty: 5417.281250
	Iteration 46Q: 3 clusters Score -6771951 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 47764 members 
Entering Unmasked Estep 
Score: -6771966.500000 Penalty: 5417.281250
	Iteration 47Q: 3 clusters Score -6771966 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 47893 members 
Entering Unmasked Estep 
Score: -6771991.000000 Penalty: 5417.281250
	Iteration 48Q: 3 clusters Score -6771991 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 48023 members 
Entering Unmasked Estep 
Score: -6772020.000000 Penalty: 5417.281250
	Iteration 49Q: 3 clusters Score -6772020 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 48163 members 
Entering Unmasked Estep 
Score: -6772038.500000 Penalty: 5417.281250
	Iteration 50Q: 3 clusters Score -6772038 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 48297 members 
Entering Unmasked Estep 
Score: -6772061.500000 Penalty: 5417.281250
	Iteration 51Q: 3 clusters Score -6772062 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 48421 members 
Entering Unmasked Estep 
Score: -6772055.500000 Penalty: 5417.281250
	Iteration 52Q: 3 clusters Score -6772056 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 48533 members 
Entering Unmasked Estep 
Score: -6772065.500000 Penalty: 5417.281250
	Iteration 53Q: 3 clusters Score -6772066 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 48654 members 
Entering Unmasked Estep 
Score: -6772076.000000 Penalty: 5417.281250
	Iteration 54Q: 3 clusters Score -6772076 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 48786 members 
Entering Unmasked Estep 
Score: -6772094.500000 Penalty: 5417.281250
	Iteration 55Q: 3 clusters Score -6772094 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 48905 members 
Entering Unmasked Estep 
Score: -6772118.000000 Penalty: 5417.281250
	Iteration 56Q: 3 clusters Score -6772118 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 49018 members 
Entering Unmasked Estep 
Score: -6772143.000000 Penalty: 5417.281250
	Iteration 57Q: 3 clusters Score -6772143 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 49126 members 
Entering Unmasked Estep 
Score: -6772153.000000 Penalty: 5417.281250
	Iteration 58Q: 3 clusters Score -6772153 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 49245 members 
Entering Unmasked Estep 
Score: -6772174.500000 Penalty: 5417.281250
	Iteration 59Q: 3 clusters Score -6772174 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 49363 members 
Entering Unmasked Estep 
Score: -6772179.000000 Penalty: 5417.281250
	Iteration 60F: 3 clusters Score -6772179 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 49490 members 
Entering Unmasked Estep 
Score: -6772199.000000 Penalty: 5417.281250
	Iteration 61Q: 3 clusters Score -6772199 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 49613 members 
Entering Unmasked Estep 
Score: -6772242.000000 Penalty: 5417.281250
	Iteration 62Q: 3 clusters Score -6772242 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 49738 members 
Entering Unmasked Estep 
Score: -6772279.000000 Penalty: 5417.281250
	Iteration 63Q: 3 clusters Score -6772279 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 49853 members 
Entering Unmasked Estep 
Score: -6772303.000000 Penalty: 5417.281250
	Iteration 64Q: 3 clusters Score -6772303 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 49970 members 
Entering Unmasked Estep 
Score: -6772307.500000 Penalty: 5417.281250
	Iteration 65Q: 3 clusters Score -6772308 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 50086 members 
Entering Unmasked Estep 
Score: -6772332.000000 Penalty: 5417.281250
	Iteration 66Q: 3 clusters Score -6772332 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 50194 members 
Entering Unmasked Estep 
Score: -6772357.000000 Penalty: 5417.281250
	Iteration 67Q: 3 clusters Score -6772357 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 50301 members 
Entering Unmasked Estep 
Score: -6772370.000000 Penalty: 5417.281250
	Iteration 68Q: 3 clusters Score -6772370 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 50398 members 
Entering Unmasked Estep 
Score: -6772394.000000 Penalty: 5417.281250
	Iteration 69Q: 3 clusters Score -6772394 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 50490 members 
Entering Unmasked Estep 
Score: -6772400.000000 Penalty: 5417.281250
	Iteration 70Q: 3 clusters Score -6772400 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 50590 members 
Entering Unmasked Estep 
Score: -6772436.000000 Penalty: 5417.281250
	Iteration 71Q: 3 clusters Score -6772436 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 50677 members 
Entering Unmasked Estep 
Score: -6772459.500000 Penalty: 5417.281250
	Iteration 72Q: 3 clusters Score -6772460 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 50764 members 
Entering Unmasked Estep 
Score: -6772464.000000 Penalty: 5417.281250
	Iteration 73Q: 3 clusters Score -6772464 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 50861 members 
Entering Unmasked Estep 
Score: -6772485.000000 Penalty: 5417.281250
	Iteration 74Q: 3 clusters Score -6772485 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 50949 members 
Entering Unmasked Estep 
Score: -6772512.000000 Penalty: 5417.281250
	Iteration 75Q: 3 clusters Score -6772512 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 51029 members 
Entering Unmasked Estep 
Score: -6772512.000000 Penalty: 5417.281250
	Iteration 76Q: 3 clusters Score -6772512 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 51113 members 
Entering Unmasked Estep 
Score: -6772529.000000 Penalty: 5417.281250
	Iteration 77Q: 3 clusters Score -6772529 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 51177 members 
Entering Unmasked Estep 
Score: -6772537.000000 Penalty: 5417.281250
	Iteration 78Q: 3 clusters Score -6772537 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 51239 members 
Entering Unmasked Estep 
Score: -6772548.000000 Penalty: 5417.281250
	Iteration 79Q: 3 clusters Score -6772548 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 51301 members 
Entering Unmasked Estep 
Score: -6772552.500000 Penalty: 5417.281250
	Iteration 80F: 3 clusters Score -6772552 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 51368 members 
Entering Unmasked Estep 
Score: -6772551.000000 Penalty: 5417.281250
	Iteration 81Q: 3 clusters Score -6772551 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 51444 members 
Entering Unmasked Estep 
Score: -6772574.500000 Penalty: 5417.281250
	Iteration 82Q: 3 clusters Score -6772574 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 51525 members 
Entering Unmasked Estep 
Score: -6772602.500000 Penalty: 5417.281250
	Iteration 83Q: 3 clusters Score -6772602 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 51600 members 
Entering Unmasked Estep 
Score: -6772621.500000 Penalty: 5417.281250
	Iteration 84Q: 3 clusters Score -6772622 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 51670 members 
Entering Unmasked Estep 
Score: -6772635.000000 Penalty: 5417.281250
	Iteration 85Q: 3 clusters Score -6772635 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 51734 members 
Entering Unmasked Estep 
Score: -6772663.000000 Penalty: 5417.281250
	Iteration 86Q: 3 clusters Score -6772663 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 51794 members 
Entering Unmasked Estep 
Score: -6772678.500000 Penalty: 5417.281250
	Iteration 87Q: 3 clusters Score -6772678 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 51867 members 
Entering Unmasked Estep 
Score: -6772675.500000 Penalty: 5417.281250
	Iteration 88Q: 3 clusters Score -6772676 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 51943 members 
Entering Unmasked Estep 
Score: -6772680.000000 Penalty: 5417.281250
	Iteration 89Q: 3 clusters Score -6772680 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 52011 members 
Entering Unmasked Estep 
Score: -6772684.000000 Penalty: 5417.281250
	Iteration 90Q: 3 clusters Score -6772684 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 52074 members 
Entering Unmasked Estep 
Score: -6772706.000000 Penalty: 5417.281250
	Iteration 91Q: 3 clusters Score -6772706 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 52136 members 
Entering Unmasked Estep 
Score: -6772728.500000 Penalty: 5417.281250
	Iteration 92Q: 3 clusters Score -6772728 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 52199 members 
Entering Unmasked Estep 
Score: -6772737.500000 Penalty: 5417.281250
	Iteration 93Q: 3 clusters Score -6772738 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 52252 members 
Entering Unmasked Estep 
Score: -6772757.000000 Penalty: 5417.281250
	Iteration 94Q: 3 clusters Score -6772757 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 52308 members 
Entering Unmasked Estep 
Score: -6772771.500000 Penalty: 5417.281250
	Iteration 95Q: 3 clusters Score -6772772 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 52371 members 
Entering Unmasked Estep 
Score: -6772793.000000 Penalty: 5417.281250
	Iteration 96Q: 3 clusters Score -6772793 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 52420 members 
Entering Unmasked Estep 
Score: -6772800.500000 Penalty: 5417.281250
	Iteration 97Q: 3 clusters Score -6772800 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 52484 members 
Entering Unmasked Estep 
Score: -6772819.500000 Penalty: 5417.281250
	Iteration 98Q: 3 clusters Score -6772820 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 52544 members 
Entering Unmasked Estep 
Score: -6772833.500000 Penalty: 5417.281250
	Iteration 99Q: 3 clusters Score -6772834 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 52596 members 
Entering Unmasked Estep 
Score: -6772850.000000 Penalty: 5417.281250
	Iteration 100F: 3 clusters Score -6772850 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 52657 members 
Entering Unmasked Estep 
Score: -6772861.000000 Penalty: 5417.281250
	Iteration 101Q: 3 clusters Score -6772861 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 52718 members 
Entering Unmasked Estep 
Score: -6772887.000000 Penalty: 5417.281250
	Iteration 102Q: 3 clusters Score -6772887 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 52770 members 
Entering Unmasked Estep 
Score: -6772885.000000 Penalty: 5417.281250
	Iteration 103Q: 3 clusters Score -6772885 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 52815 members 
Entering Unmasked Estep 
Score: -6772889.500000 Penalty: 5417.281250
	Iteration 104Q: 3 clusters Score -6772890 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 52864 members 
Entering Unmasked Estep 
Score: -6772893.500000 Penalty: 5417.281250
	Iteration 105Q: 3 clusters Score -6772894 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 52920 members 
Entering Unmasked Estep 
Score: -6772923.000000 Penalty: 5417.281250
	Iteration 106Q: 3 clusters Score -6772923 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 52991 members 
Entering Unmasked Estep 
Score: -6772951.500000 Penalty: 5417.281250
	Iteration 107Q: 3 clusters Score -6772952 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 53046 members 
Entering Unmasked Estep 
Score: -6772973.000000 Penalty: 5417.281250
	Iteration 108Q: 3 clusters Score -6772973 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 53096 members 
Entering Unmasked Estep 
Score: -6772982.500000 Penalty: 5417.281250
	Iteration 109Q: 3 clusters Score -6772982 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 53138 members 
Entering Unmasked Estep 
Score: -6772992.000000 Penalty: 5417.281250
	Iteration 110Q: 3 clusters Score -6772992 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 53181 members 
Entering Unmasked Estep 
Score: -6773000.000000 Penalty: 5417.281250
	Iteration 111Q: 3 clusters Score -6773000 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 53214 members 
Entering Unmasked Estep 
Score: -6773007.500000 Penalty: 5417.281250
	Iteration 112Q: 3 clusters Score -6773008 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 53252 members 
Entering Unmasked Estep 
Score: -6773020.000000 Penalty: 5417.281250
	Iteration 113Q: 3 clusters Score -6773020 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 53290 members 
Entering Unmasked Estep 
Score: -6773026.000000 Penalty: 5417.281250
	Iteration 114Q: 3 clusters Score -6773026 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 53332 members 
Entering Unmasked Estep 
Score: -6773032.500000 Penalty: 5417.281250
	Iteration 115Q: 3 clusters Score -6773032 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 53376 members 
Entering Unmasked Estep 
Score: -6773038.500000 Penalty: 5417.281250
	Iteration 116Q: 3 clusters Score -6773038 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 53417 members 
Entering Unmasked Estep 
Score: -6773055.500000 Penalty: 5417.281250
	Iteration 117Q: 3 clusters Score -6773056 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 53447 members 
Entering Unmasked Estep 
Score: -6773067.000000 Penalty: 5417.281250
	Iteration 118Q: 3 clusters Score -6773067 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 53483 members 
Entering Unmasked Estep 
Score: -6773070.000000 Penalty: 5417.281250
	Iteration 119Q: 3 clusters Score -6773070 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 53510 members 
Entering Unmasked Estep 
Score: -6773076.500000 Penalty: 5417.281250
	Iteration 120F: 3 clusters Score -6773076 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 53547 members 
Entering Unmasked Estep 
Score: -6773090.000000 Penalty: 5417.281250
	Iteration 121Q: 3 clusters Score -6773090 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 53572 members 
Entering Unmasked Estep 
Score: -6773094.500000 Penalty: 5417.281250
	Iteration 122Q: 3 clusters Score -6773094 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 53599 members 
Entering Unmasked Estep 
Score: -6773100.000000 Penalty: 5417.281250
	Iteration 123Q: 3 clusters Score -6773100 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 53623 members 
Entering Unmasked Estep 
Score: -6773109.000000 Penalty: 5417.281250
	Iteration 124Q: 3 clusters Score -6773109 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 53653 members 
Entering Unmasked Estep 
Score: -6773120.500000 Penalty: 5417.281250
	Iteration 125Q: 3 clusters Score -6773120 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 53684 members 
Entering Unmasked Estep 
Score: -6773124.500000 Penalty: 5417.281250
	Iteration 126Q: 3 clusters Score -6773124 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 53719 members 
Entering Unmasked Estep 
Score: -6773139.000000 Penalty: 5417.281250
	Iteration 127Q: 3 clusters Score -6773139 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 53742 members 
Entering Unmasked Estep 
Score: -6773150.500000 Penalty: 5417.281250
	Iteration 128Q: 3 clusters Score -6773150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 53766 members 
Entering Unmasked Estep 
Score: -6773156.000000 Penalty: 5417.281250
	Iteration 129Q: 3 clusters Score -6773156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 53786 members 
Entering Unmasked Estep 
Score: -6773159.500000 Penalty: 5417.281250
	Iteration 130Q: 3 clusters Score -6773160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 53803 members 
Entering Unmasked Estep 
Score: -6773153.000000 Penalty: 5417.281250
	Iteration 131Q: 3 clusters Score -6773153 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 53827 members 
Entering Unmasked Estep 
Score: -6773149.500000 Penalty: 5417.281250
	Iteration 132Q: 3 clusters Score -6773150 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 53854 members 
Entering Unmasked Estep 
Score: -6773165.000000 Penalty: 5417.281250
	Iteration 133Q: 3 clusters Score -6773165 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 53874 members 
Entering Unmasked Estep 
Score: -6773170.000000 Penalty: 5417.281250
	Iteration 134Q: 3 clusters Score -6773170 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 53897 members 
Entering Unmasked Estep 
Score: -6773178.500000 Penalty: 5417.281250
	Iteration 135Q: 3 clusters Score -6773178 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 53922 members 
Entering Unmasked Estep 
Score: -6773179.000000 Penalty: 5417.281250
	Iteration 136Q: 3 clusters Score -6773179 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 53942 members 
Entering Unmasked Estep 
Score: -6773192.500000 Penalty: 5417.281250
	Iteration 137Q: 3 clusters Score -6773192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 53960 members 
Entering Unmasked Estep 
Score: -6773193.500000 Penalty: 5417.281250
	Iteration 138Q: 3 clusters Score -6773194 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 53978 members 
Entering Unmasked Estep 
Score: -6773201.500000 Penalty: 5417.281250
	Iteration 139Q: 3 clusters Score -6773202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 53997 members 
Entering Unmasked Estep 
Score: -6773204.500000 Penalty: 5417.281250
	Iteration 140F: 3 clusters Score -6773204 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 54022 members 
Entering Unmasked Estep 
Score: -6773214.500000 Penalty: 5417.281250
	Iteration 141Q: 3 clusters Score -6773214 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 54048 members 
Entering Unmasked Estep 
Score: -6773234.500000 Penalty: 5417.281250
	Iteration 142Q: 3 clusters Score -6773234 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 54078 members 
Entering Unmasked Estep 
Score: -6773241.500000 Penalty: 5417.281250
	Iteration 143Q: 3 clusters Score -6773242 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 54096 members 
Entering Unmasked Estep 
Score: -6773240.500000 Penalty: 5417.281250
	Iteration 144Q: 3 clusters Score -6773240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 54109 members 
Entering Unmasked Estep 
Score: -6773249.000000 Penalty: 5417.281250
	Iteration 145Q: 3 clusters Score -6773249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 54116 members 
Entering Unmasked Estep 
Score: -6773250.000000 Penalty: 5417.281250
	Iteration 146Q: 3 clusters Score -6773250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 54125 members 
Entering Unmasked Estep 
Score: -6773247.000000 Penalty: 5417.281250
	Iteration 147Q: 3 clusters Score -6773247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 54134 members 
Entering Unmasked Estep 
Score: -6773258.000000 Penalty: 5417.281250
	Iteration 148Q: 3 clusters Score -6773258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 54139 members 
Entering Unmasked Estep 
Score: -6773262.000000 Penalty: 5417.281250
	Iteration 149Q: 3 clusters Score -6773262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 54143 members 
Entering Unmasked Estep 
Score: -6773263.500000 Penalty: 5417.281250
	Iteration 150Q: 3 clusters Score -6773264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 54145 members 
Entering Unmasked Estep 
Score: -6773261.500000 Penalty: 5417.281250
	Iteration 151Q: 3 clusters Score -6773262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 54148 members 
Entering Unmasked Estep 
Score: -6773266.000000 Penalty: 5417.281250
	Iteration 152Q: 3 clusters Score -6773266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 54153 members 
Entering Unmasked Estep 
Score: -6773270.500000 Penalty: 5417.281250
	Iteration 153Q: 3 clusters Score -6773270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 54158 members 
Entering Unmasked Estep 
Score: -6773281.000000 Penalty: 5417.281250
	Iteration 154Q: 3 clusters Score -6773281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 54157 members 
Entering Unmasked Estep 
Score: -6773280.500000 Penalty: 5417.281250
	Iteration 155Q: 3 clusters Score -6773280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 54157 members 
Entering Unmasked Estep 
Score: -6773280.500000 Penalty: 5417.281250
	Iteration 156F: 3 clusters Score -6773280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (26524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26524 members 
Entering Unmasked Estep 
Score: -3236955.750000 Penalty: 2526.079834
	Iteration 0F: 2 clusters Score -3236956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -3218624.000000 Penalty: 5052.159668
	Iteration 0F: 3 clusters Score -3218624 nChanged 11871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -3225311.250000 Penalty: 5052.159668
	Iteration 1F: 3 clusters Score -3225311 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -3226126.250000 Penalty: 5052.159668
	Iteration 2F: 3 clusters Score -3226126 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -3227077.750000 Penalty: 5052.159668
	Iteration 3F: 3 clusters Score -3227078 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -3228220.250000 Penalty: 5052.159668
	Iteration 4F: 3 clusters Score -3228220 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -3229567.500000 Penalty: 5052.159668
	Iteration 5F: 3 clusters Score -3229568 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -3230938.000000 Penalty: 5052.159668
	Iteration 6F: 3 clusters Score -3230938 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -3232129.500000 Penalty: 5052.159668
	Iteration 7F: 3 clusters Score -3232130 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -3233116.250000 Penalty: 5052.159668
	Iteration 8F: 3 clusters Score -3233116 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -3233859.500000 Penalty: 5052.159668
	Iteration 9Q: 3 clusters Score -3233860 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -3234421.500000 Penalty: 5052.159668
	Iteration 10Q: 3 clusters Score -3234422 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -3234921.750000 Penalty: 5052.159668
	Iteration 11Q: 3 clusters Score -3234922 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -3235285.000000 Penalty: 5052.159668
	Iteration 12Q: 3 clusters Score -3235285 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -3235633.500000 Penalty: 5052.159668
	Iteration 13Q: 3 clusters Score -3235634 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -3235885.750000 Penalty: 5052.159668
	Iteration 14Q: 3 clusters Score -3235886 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -3236049.250000 Penalty: 5052.159668
	Iteration 15Q: 3 clusters Score -3236049 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -3236171.500000 Penalty: 5052.159668
	Iteration 16Q: 3 clusters Score -3236172 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -3236242.000000 Penalty: 5052.159668
	Iteration 17Q: 3 clusters Score -3236242 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -3236288.000000 Penalty: 5052.159668
	Iteration 18Q: 3 clusters Score -3236288 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -3236324.750000 Penalty: 5052.159668
	Iteration 19Q: 3 clusters Score -3236325 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -3236367.500000 Penalty: 5052.159668
	Iteration 20F: 3 clusters Score -3236368 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -3236377.500000 Penalty: 5052.159668
	Iteration 21Q: 3 clusters Score -3236378 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -3236381.500000 Penalty: 5052.159668
	Iteration 22Q: 3 clusters Score -3236382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -3236385.000000 Penalty: 5052.159668
	Iteration 23Q: 3 clusters Score -3236385 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -3236393.250000 Penalty: 5052.159668
	Iteration 24Q: 3 clusters Score -3236393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -3236395.250000 Penalty: 5052.159668
	Iteration 25Q: 3 clusters Score -3236395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -3236398.000000 Penalty: 5052.159668
	Iteration 26Q: 3 clusters Score -3236398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -3236404.750000 Penalty: 5052.159668
	Iteration 27Q: 3 clusters Score -3236405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -3236407.500000 Penalty: 5052.159668
	Iteration 28Q: 3 clusters Score -3236408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -3236408.750000 Penalty: 5052.159668
	Iteration 29Q: 3 clusters Score -3236409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -3236409.000000 Penalty: 5052.159668
	Iteration 30Q: 3 clusters Score -3236409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -3236408.750000 Penalty: 5052.159668
	Iteration 31Q: 3 clusters Score -3236409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -3236406.250000 Penalty: 5052.159668
	Iteration 32Q: 3 clusters Score -3236406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -3236406.250000 Penalty: 5052.159668
	Iteration 33F: 3 clusters Score -3236406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Entering Unmasked Estep 
Score: -1831484.000000 Penalty: 2392.098389
	Iteration 0F: 2 clusters Score -1831484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1820381.125000 Penalty: 4784.196777
	Iteration 0F: 3 clusters Score -1820381 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1824124.125000 Penalty: 4784.196777
	Iteration 1F: 3 clusters Score -1824124 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1824932.000000 Penalty: 4784.196777
	Iteration 2F: 3 clusters Score -1824932 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1825812.125000 Penalty: 4784.196777
	Iteration 3F: 3 clusters Score -1825812 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1826635.000000 Penalty: 4784.196777
	Iteration 4F: 3 clusters Score -1826635 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1827200.125000 Penalty: 4784.196777
	Iteration 5F: 3 clusters Score -1827200 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1827585.250000 Penalty: 4784.196777
	Iteration 6Q: 3 clusters Score -1827585 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1827846.500000 Penalty: 4784.196777
	Iteration 7Q: 3 clusters Score -1827846 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1828022.000000 Penalty: 4784.196777
	Iteration 8Q: 3 clusters Score -1828022 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1828164.000000 Penalty: 4784.196777
	Iteration 9Q: 3 clusters Score -1828164 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1828266.125000 Penalty: 4784.196777
	Iteration 10Q: 3 clusters Score -1828266 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1828348.875000 Penalty: 4784.196777
	Iteration 11Q: 3 clusters Score -1828349 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1828418.375000 Penalty: 4784.196777
	Iteration 12Q: 3 clusters Score -1828418 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1828497.000000 Penalty: 4784.196777
	Iteration 13Q: 3 clusters Score -1828497 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1828574.000000 Penalty: 4784.196777
	Iteration 14Q: 3 clusters Score -1828574 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1828648.375000 Penalty: 4784.196777
	Iteration 15Q: 3 clusters Score -1828648 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1828720.750000 Penalty: 4784.196777
	Iteration 16Q: 3 clusters Score -1828721 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1828791.750000 Penalty: 4784.196777
	Iteration 17Q: 3 clusters Score -1828792 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1828872.000000 Penalty: 4784.196777
	Iteration 18Q: 3 clusters Score -1828872 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1828972.250000 Penalty: 4784.196777
	Iteration 19Q: 3 clusters Score -1828972 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1829062.500000 Penalty: 4784.196777
	Iteration 20F: 3 clusters Score -1829062 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1829143.000000 Penalty: 4784.196777
	Iteration 21Q: 3 clusters Score -1829143 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1829213.000000 Penalty: 4784.196777
	Iteration 22Q: 3 clusters Score -1829213 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1829289.875000 Penalty: 4784.196777
	Iteration 23Q: 3 clusters Score -1829290 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1829343.125000 Penalty: 4784.196777
	Iteration 24Q: 3 clusters Score -1829343 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1829390.500000 Penalty: 4784.196777
	Iteration 25Q: 3 clusters Score -1829390 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1829444.000000 Penalty: 4784.196777
	Iteration 26Q: 3 clusters Score -1829444 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1829486.625000 Penalty: 4784.196777
	Iteration 27Q: 3 clusters Score -1829487 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1829518.125000 Penalty: 4784.196777
	Iteration 28Q: 3 clusters Score -1829518 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1829545.625000 Penalty: 4784.196777
	Iteration 29Q: 3 clusters Score -1829546 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1829578.250000 Penalty: 4784.196777
	Iteration 30Q: 3 clusters Score -1829578 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1829601.750000 Penalty: 4784.196777
	Iteration 31Q: 3 clusters Score -1829602 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1829611.750000 Penalty: 4784.196777
	Iteration 32Q: 3 clusters Score -1829612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1829622.375000 Penalty: 4784.196777
	Iteration 33Q: 3 clusters Score -1829622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1829631.000000 Penalty: 4784.196777
	Iteration 34Q: 3 clusters Score -1829631 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1829638.875000 Penalty: 4784.196777
	Iteration 35Q: 3 clusters Score -1829639 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1829648.375000 Penalty: 4784.196777
	Iteration 36Q: 3 clusters Score -1829648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1829655.000000 Penalty: 4784.196777
	Iteration 37Q: 3 clusters Score -1829655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1829664.875000 Penalty: 4784.196777
	Iteration 38Q: 3 clusters Score -1829665 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1829674.625000 Penalty: 4784.196777
	Iteration 39Q: 3 clusters Score -1829675 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1829692.750000 Penalty: 4784.196777
	Iteration 40F: 3 clusters Score -1829693 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1829697.375000 Penalty: 4784.196777
	Iteration 41Q: 3 clusters Score -1829697 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1829711.125000 Penalty: 4784.196777
	Iteration 42Q: 3 clusters Score -1829711 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1829717.625000 Penalty: 4784.196777
	Iteration 43Q: 3 clusters Score -1829718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1829721.625000 Penalty: 4784.196777
	Iteration 44Q: 3 clusters Score -1829722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1829729.125000 Penalty: 4784.196777
	Iteration 45Q: 3 clusters Score -1829729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1829736.000000 Penalty: 4784.196777
	Iteration 46Q: 3 clusters Score -1829736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1829746.750000 Penalty: 4784.196777
	Iteration 47Q: 3 clusters Score -1829747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1829747.000000 Penalty: 4784.196777
	Iteration 48Q: 3 clusters Score -1829747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1829750.500000 Penalty: 4784.196777
	Iteration 49Q: 3 clusters Score -1829750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1829752.375000 Penalty: 4784.196777
	Iteration 50Q: 3 clusters Score -1829752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1829753.875000 Penalty: 4784.196777
	Iteration 51Q: 3 clusters Score -1829754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1829753.875000 Penalty: 4784.196777
	Iteration 52F: 3 clusters Score -1829754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Entering Unmasked Estep 
Score: -1164573.625000 Penalty: 2286.950928
	Iteration 0F: 2 clusters Score -1164574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1156925.500000 Penalty: 4573.901855
	Iteration 0F: 3 clusters Score -1156926 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1159251.500000 Penalty: 4573.901855
	Iteration 1F: 3 clusters Score -1159252 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1159783.875000 Penalty: 4573.901855
	Iteration 2F: 3 clusters Score -1159784 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1160321.125000 Penalty: 4573.901855
	Iteration 3F: 3 clusters Score -1160321 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1160892.500000 Penalty: 4573.901855
	Iteration 4F: 3 clusters Score -1160892 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1161427.000000 Penalty: 4573.901855
	Iteration 5F: 3 clusters Score -1161427 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1161903.750000 Penalty: 4573.901855
	Iteration 6F: 3 clusters Score -1161904 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1162229.625000 Penalty: 4573.901855
	Iteration 7Q: 3 clusters Score -1162230 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1162439.625000 Penalty: 4573.901855
	Iteration 8Q: 3 clusters Score -1162440 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1162588.875000 Penalty: 4573.901855
	Iteration 9Q: 3 clusters Score -1162589 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1162704.125000 Penalty: 4573.901855
	Iteration 10Q: 3 clusters Score -1162704 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1162777.125000 Penalty: 4573.901855
	Iteration 11Q: 3 clusters Score -1162777 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1162831.750000 Penalty: 4573.901855
	Iteration 12Q: 3 clusters Score -1162832 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1162876.875000 Penalty: 4573.901855
	Iteration 13Q: 3 clusters Score -1162877 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1162918.625000 Penalty: 4573.901855
	Iteration 14Q: 3 clusters Score -1162919 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1162950.750000 Penalty: 4573.901855
	Iteration 15Q: 3 clusters Score -1162951 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1162966.625000 Penalty: 4573.901855
	Iteration 16Q: 3 clusters Score -1162967 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1162989.750000 Penalty: 4573.901855
	Iteration 17Q: 3 clusters Score -1162990 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1163003.250000 Penalty: 4573.901855
	Iteration 18Q: 3 clusters Score -1163003 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1163011.000000 Penalty: 4573.901855
	Iteration 19Q: 3 clusters Score -1163011 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1163014.875000 Penalty: 4573.901855
	Iteration 20F: 3 clusters Score -1163015 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1163021.500000 Penalty: 4573.901855
	Iteration 21Q: 3 clusters Score -1163022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1163028.250000 Penalty: 4573.901855
	Iteration 22Q: 3 clusters Score -1163028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1163033.875000 Penalty: 4573.901855
	Iteration 23Q: 3 clusters Score -1163034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1163042.000000 Penalty: 4573.901855
	Iteration 24Q: 3 clusters Score -1163042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1163047.625000 Penalty: 4573.901855
	Iteration 25Q: 3 clusters Score -1163048 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1163057.125000 Penalty: 4573.901855
	Iteration 26Q: 3 clusters Score -1163057 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1163063.125000 Penalty: 4573.901855
	Iteration 27Q: 3 clusters Score -1163063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1163067.875000 Penalty: 4573.901855
	Iteration 28Q: 3 clusters Score -1163068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1163069.000000 Penalty: 4573.901855
	Iteration 29Q: 3 clusters Score -1163069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1163070.625000 Penalty: 4573.901855
	Iteration 30Q: 3 clusters Score -1163071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1163071.375000 Penalty: 4573.901855
	Iteration 31Q: 3 clusters Score -1163071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1163076.500000 Penalty: 4573.901855
	Iteration 32Q: 3 clusters Score -1163076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1163081.000000 Penalty: 4573.901855
	Iteration 33Q: 3 clusters Score -1163081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1163082.250000 Penalty: 4573.901855
	Iteration 34Q: 3 clusters Score -1163082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1163085.000000 Penalty: 4573.901855
	Iteration 35Q: 3 clusters Score -1163085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1163084.500000 Penalty: 4573.901855
	Iteration 36Q: 3 clusters Score -1163084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1163086.375000 Penalty: 4573.901855
	Iteration 37Q: 3 clusters Score -1163086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1163093.000000 Penalty: 4573.901855
	Iteration 38Q: 3 clusters Score -1163093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1163092.375000 Penalty: 4573.901855
	Iteration 39Q: 3 clusters Score -1163092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1163093.375000 Penalty: 4573.901855
	Iteration 40F: 3 clusters Score -1163093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1163098.000000 Penalty: 4573.901855
	Iteration 41Q: 3 clusters Score -1163098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1163102.000000 Penalty: 4573.901855
	Iteration 42Q: 3 clusters Score -1163102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1163108.750000 Penalty: 4573.901855
	Iteration 43Q: 3 clusters Score -1163109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1163112.500000 Penalty: 4573.901855
	Iteration 44Q: 3 clusters Score -1163112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1163111.750000 Penalty: 4573.901855
	Iteration 45Q: 3 clusters Score -1163112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1163116.750000 Penalty: 4573.901855
	Iteration 46Q: 3 clusters Score -1163117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1163118.375000 Penalty: 4573.901855
	Iteration 47Q: 3 clusters Score -1163118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1163121.375000 Penalty: 4573.901855
	Iteration 48Q: 3 clusters Score -1163121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1163121.125000 Penalty: 4573.901855
	Iteration 49Q: 3 clusters Score -1163121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1163121.250000 Penalty: 4573.901855
	Iteration 50Q: 3 clusters Score -1163121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1163123.375000 Penalty: 4573.901855
	Iteration 51Q: 3 clusters Score -1163123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1163123.625000 Penalty: 4573.901855
	Iteration 52Q: 3 clusters Score -1163124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1163127.250000 Penalty: 4573.901855
	Iteration 53Q: 3 clusters Score -1163127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1163129.125000 Penalty: 4573.901855
	Iteration 54Q: 3 clusters Score -1163129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1163132.625000 Penalty: 4573.901855
	Iteration 55Q: 3 clusters Score -1163133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1163133.000000 Penalty: 4573.901855
	Iteration 56Q: 3 clusters Score -1163133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1163135.375000 Penalty: 4573.901855
	Iteration 57Q: 3 clusters Score -1163135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1163136.625000 Penalty: 4573.901855
	Iteration 58Q: 3 clusters Score -1163137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1163136.250000 Penalty: 4573.901855
	Iteration 59Q: 3 clusters Score -1163136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1163138.125000 Penalty: 4573.901855
	Iteration 60F: 3 clusters Score -1163138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1163136.750000 Penalty: 4573.901855
	Iteration 61Q: 3 clusters Score -1163137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1163136.750000 Penalty: 4573.901855
	Iteration 62F: 3 clusters Score -1163137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (204444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204444 members 
Entering Unmasked Estep 
Score: -25273346.000000 Penalty: 3032.556152
	Iteration 0F: 2 clusters Score -2.527335e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102331 members 
Mstep: Class 2 contains 102113 members 
Entering Unmasked Estep 
Score: -25139406.000000 Penalty: 6065.112305
	Iteration 0F: 3 clusters Score -2.513941e+07 nChanged 98399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107722 members 
Mstep: Class 2 contains 96722 members 
Entering Unmasked Estep 
Score: -25197844.000000 Penalty: 6065.112305
	Iteration 1F: 3 clusters Score -2.519784e+07 nChanged 7093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111797 members 
Mstep: Class 2 contains 92647 members 
Entering Unmasked Estep 
Score: -25199608.000000 Penalty: 6065.112305
	Iteration 2Q: 3 clusters Score -2.519961e+07 nChanged 8637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117922 members 
Mstep: Class 2 contains 86522 members 
Entering Unmasked Estep 
Score: -25202692.000000 Penalty: 6065.112305
	Iteration 3Q: 3 clusters Score -2.520269e+07 nChanged 10768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126680 members 
Mstep: Class 2 contains 77764 members 
Entering Unmasked Estep 
Score: -25207692.000000 Penalty: 6065.112305
	Iteration 4F: 3 clusters Score -2.520769e+07 nChanged 13189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138531 members 
Mstep: Class 2 contains 65913 members 
Entering Unmasked Estep 
Score: -25215694.000000 Penalty: 6065.112305
	Iteration 5F: 3 clusters Score -2.521569e+07 nChanged 15645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153410 members 
Mstep: Class 2 contains 51034 members 
Entering Unmasked Estep 
Score: -25227328.000000 Penalty: 6065.112305
	Iteration 6F: 3 clusters Score -2.522733e+07 nChanged 16589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169681 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -25241926.000000 Penalty: 6065.112305
	Iteration 7F: 3 clusters Score -2.524193e+07 nChanged 14768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184369 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -25254922.000000 Penalty: 6065.112305
	Iteration 8F: 3 clusters Score -2.525492e+07 nChanged 10731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195096 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -25263932.000000 Penalty: 6065.112305
	Iteration 9F: 3 clusters Score -2.526393e+07 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200729 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -25268198.000000 Penalty: 6065.112305
	Iteration 10Q: 3 clusters Score -2.52682e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202968 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -25269698.000000 Penalty: 6065.112305
	Iteration 11Q: 3 clusters Score -2.52697e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203722 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -25270356.000000 Penalty: 6065.112305
	Iteration 12Q: 3 clusters Score -2.527036e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203962 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -25270476.000000 Penalty: 6065.112305
	Iteration 13Q: 3 clusters Score -2.527048e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204041 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -25270584.000000 Penalty: 6065.112305
	Iteration 14Q: 3 clusters Score -2.527058e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204074 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -25270640.000000 Penalty: 6065.112305
	Iteration 15Q: 3 clusters Score -2.527064e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204099 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -25270650.000000 Penalty: 6065.112305
	Iteration 16Q: 3 clusters Score -2.527065e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204107 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -25270686.000000 Penalty: 6065.112305
	Iteration 17Q: 3 clusters Score -2.527069e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204114 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -25270694.000000 Penalty: 6065.112305
	Iteration 18Q: 3 clusters Score -2.527069e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204125 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -25270718.000000 Penalty: 6065.112305
	Iteration 19Q: 3 clusters Score -2.527072e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204132 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -25270742.000000 Penalty: 6065.112305
	Iteration 20F: 3 clusters Score -2.527074e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204138 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -25270742.000000 Penalty: 6065.112305
	Iteration 21Q: 3 clusters Score -2.527074e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204144 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -25270748.000000 Penalty: 6065.112305
	Iteration 22Q: 3 clusters Score -2.527075e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204146 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -25270762.000000 Penalty: 6065.112305
	Iteration 23Q: 3 clusters Score -2.527076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204148 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -25270758.000000 Penalty: 6065.112305
	Iteration 24Q: 3 clusters Score -2.527076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204148 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -25270768.000000 Penalty: 6065.112305
	Iteration 25Q: 3 clusters Score -2.527077e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204149 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -25270768.000000 Penalty: 6065.112305
	Iteration 26Q: 3 clusters Score -2.527077e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204150 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -25270772.000000 Penalty: 6065.112305
	Iteration 27Q: 3 clusters Score -2.527077e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204150 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -25270772.000000 Penalty: 6065.112305
	Iteration 28F: 3 clusters Score -2.527077e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Entering Unmasked Estep 
Score: -1521113.625000 Penalty: 2346.082031
	Iteration 0F: 2 clusters Score -1521114 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 6462 members 
Entering Unmasked Estep 
Score: -1511741.625000 Penalty: 4692.164062
	Iteration 0F: 3 clusters Score -1511742 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1514594.500000 Penalty: 4692.164062
	Iteration 1F: 3 clusters Score -1514594 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1514992.250000 Penalty: 4692.164062
	Iteration 2F: 3 clusters Score -1514992 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1515327.375000 Penalty: 4692.164062
	Iteration 3F: 3 clusters Score -1515327 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1515694.250000 Penalty: 4692.164062
	Iteration 4Q: 3 clusters Score -1515694 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1516114.500000 Penalty: 4692.164062
	Iteration 5Q: 3 clusters Score -1516114 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1516541.375000 Penalty: 4692.164062
	Iteration 6Q: 3 clusters Score -1516541 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1516941.625000 Penalty: 4692.164062
	Iteration 7F: 3 clusters Score -1516942 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1517315.125000 Penalty: 4692.164062
	Iteration 8Q: 3 clusters Score -1517315 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1517625.375000 Penalty: 4692.164062
	Iteration 9Q: 3 clusters Score -1517625 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1517888.875000 Penalty: 4692.164062
	Iteration 10Q: 3 clusters Score -1517889 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1518103.875000 Penalty: 4692.164062
	Iteration 11Q: 3 clusters Score -1518104 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1518249.125000 Penalty: 4692.164062
	Iteration 12Q: 3 clusters Score -1518249 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1518372.000000 Penalty: 4692.164062
	Iteration 13Q: 3 clusters Score -1518372 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1518479.500000 Penalty: 4692.164062
	Iteration 14Q: 3 clusters Score -1518480 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1518607.750000 Penalty: 4692.164062
	Iteration 15Q: 3 clusters Score -1518608 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1518721.875000 Penalty: 4692.164062
	Iteration 16Q: 3 clusters Score -1518722 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1518836.750000 Penalty: 4692.164062
	Iteration 17Q: 3 clusters Score -1518837 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1518920.625000 Penalty: 4692.164062
	Iteration 18Q: 3 clusters Score -1518921 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1518979.625000 Penalty: 4692.164062
	Iteration 19Q: 3 clusters Score -1518980 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1518999.125000 Penalty: 4692.164062
	Iteration 20F: 3 clusters Score -1518999 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1519017.500000 Penalty: 4692.164062
	Iteration 21Q: 3 clusters Score -1519018 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1519023.250000 Penalty: 4692.164062
	Iteration 22Q: 3 clusters Score -1519023 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1519032.625000 Penalty: 4692.164062
	Iteration 23Q: 3 clusters Score -1519033 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1519039.750000 Penalty: 4692.164062
	Iteration 24Q: 3 clusters Score -1519040 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1519045.750000 Penalty: 4692.164062
	Iteration 25Q: 3 clusters Score -1519046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1519044.875000 Penalty: 4692.164062
	Iteration 26Q: 3 clusters Score -1519045 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1519046.125000 Penalty: 4692.164062
	Iteration 27Q: 3 clusters Score -1519046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1519048.125000 Penalty: 4692.164062
	Iteration 28Q: 3 clusters Score -1519048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1519051.625000 Penalty: 4692.164062
	Iteration 29Q: 3 clusters Score -1519052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1519049.500000 Penalty: 4692.164062
	Iteration 30Q: 3 clusters Score -1519050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1519050.500000 Penalty: 4692.164062
	Iteration 31Q: 3 clusters Score -1519050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1519048.375000 Penalty: 4692.164062
	Iteration 32Q: 3 clusters Score -1519048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1519054.625000 Penalty: 4692.164062
	Iteration 33Q: 3 clusters Score -1519055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1519054.375000 Penalty: 4692.164062
	Iteration 34Q: 3 clusters Score -1519054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1519056.125000 Penalty: 4692.164062
	Iteration 35Q: 3 clusters Score -1519056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1519057.000000 Penalty: 4692.164062
	Iteration 36Q: 3 clusters Score -1519057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1519057.125000 Penalty: 4692.164062
	Iteration 37Q: 3 clusters Score -1519057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1519056.500000 Penalty: 4692.164062
	Iteration 38Q: 3 clusters Score -1519056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1519056.250000 Penalty: 4692.164062
	Iteration 39Q: 3 clusters Score -1519056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1519056.125000 Penalty: 4692.164062
	Iteration 40F: 3 clusters Score -1519056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1519057.125000 Penalty: 4692.164062
	Iteration 41Q: 3 clusters Score -1519057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1519057.375000 Penalty: 4692.164062
	Iteration 42Q: 3 clusters Score -1519057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1519058.125000 Penalty: 4692.164062
	Iteration 43Q: 3 clusters Score -1519058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1519060.250000 Penalty: 4692.164062
	Iteration 44Q: 3 clusters Score -1519060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1519065.250000 Penalty: 4692.164062
	Iteration 45Q: 3 clusters Score -1519065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1519064.875000 Penalty: 4692.164062
	Iteration 46Q: 3 clusters Score -1519065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1519063.250000 Penalty: 4692.164062
	Iteration 47Q: 3 clusters Score -1519063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1519063.125000 Penalty: 4692.164062
	Iteration 48Q: 3 clusters Score -1519063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1519063.125000 Penalty: 4692.164062
	Iteration 49F: 3 clusters Score -1519063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (150448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150448 members 
Entering Unmasked Estep 
Score: -18357368.000000 Penalty: 2956.500244
	Iteration 0F: 2 clusters Score -1.835737e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75063 members 
Mstep: Class 2 contains 75385 members 
Entering Unmasked Estep 
Score: -18256338.000000 Penalty: 5913.000488
	Iteration 0F: 3 clusters Score -1.825634e+07 nChanged 72221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74426 members 
Mstep: Class 2 contains 76022 members 
Entering Unmasked Estep 
Score: -18298304.000000 Penalty: 5913.000488
	Iteration 1F: 3 clusters Score -1.82983e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74123 members 
Mstep: Class 2 contains 76325 members 
Entering Unmasked Estep 
Score: -18299316.000000 Penalty: 5913.000488
	Iteration 2Q: 3 clusters Score -1.829932e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73649 members 
Mstep: Class 2 contains 76799 members 
Entering Unmasked Estep 
Score: -18300234.000000 Penalty: 5913.000488
	Iteration 3Q: 3 clusters Score -1.830023e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72859 members 
Mstep: Class 2 contains 77589 members 
Entering Unmasked Estep 
Score: -18301444.000000 Penalty: 5913.000488
	Iteration 4Q: 3 clusters Score -1.830144e+07 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71660 members 
Mstep: Class 2 contains 78788 members 
Entering Unmasked Estep 
Score: -18303062.000000 Penalty: 5913.000488
	Iteration 5Q: 3 clusters Score -1.830306e+07 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69940 members 
Mstep: Class 2 contains 80508 members 
Entering Unmasked Estep 
Score: -18304948.000000 Penalty: 5913.000488
	Iteration 6Q: 3 clusters Score -1.830495e+07 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67434 members 
Mstep: Class 2 contains 83014 members 
Entering Unmasked Estep 
Score: -18307194.000000 Penalty: 5913.000488
	Iteration 7Q: 3 clusters Score -1.830719e+07 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63886 members 
Mstep: Class 2 contains 86562 members 
Entering Unmasked Estep 
Score: -18310004.000000 Penalty: 5913.000488
	Iteration 8Q: 3 clusters Score -1.831e+07 nChanged 7085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58919 members 
Mstep: Class 2 contains 91529 members 
Entering Unmasked Estep 
Score: -18313640.000000 Penalty: 5913.000488
	Iteration 9Q: 3 clusters Score -1.831364e+07 nChanged 8006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52279 members 
Mstep: Class 2 contains 98169 members 
Entering Unmasked Estep 
Score: -18318512.000000 Penalty: 5913.000488
	Iteration 10F: 3 clusters Score -1.831851e+07 nChanged 8782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44223 members 
Mstep: Class 2 contains 106225 members 
Entering Unmasked Estep 
Score: -18324444.000000 Penalty: 5913.000488
	Iteration 11F: 3 clusters Score -1.832444e+07 nChanged 9187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 115064 members 
Entering Unmasked Estep 
Score: -18331120.000000 Penalty: 5913.000488
	Iteration 12F: 3 clusters Score -1.833112e+07 nChanged 8708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 123664 members 
Entering Unmasked Estep 
Score: -18337644.000000 Penalty: 5913.000488
	Iteration 13F: 3 clusters Score -1.833764e+07 nChanged 7497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 131111 members 
Entering Unmasked Estep 
Score: -18343214.000000 Penalty: 5913.000488
	Iteration 14Q: 3 clusters Score -1.834321e+07 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 136899 members 
Entering Unmasked Estep 
Score: -18347334.000000 Penalty: 5913.000488
	Iteration 15Q: 3 clusters Score -1.834733e+07 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 141006 members 
Entering Unmasked Estep 
Score: -18350152.000000 Penalty: 5913.000488
	Iteration 16Q: 3 clusters Score -1.835015e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 143806 members 
Entering Unmasked Estep 
Score: -18351930.000000 Penalty: 5913.000488
	Iteration 17Q: 3 clusters Score -1.835193e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 145646 members 
Entering Unmasked Estep 
Score: -18352898.000000 Penalty: 5913.000488
	Iteration 18Q: 3 clusters Score -1.83529e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 146873 members 
Entering Unmasked Estep 
Score: -18353500.000000 Penalty: 5913.000488
	Iteration 19Q: 3 clusters Score -1.83535e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 147689 members 
Entering Unmasked Estep 
Score: -18353914.000000 Penalty: 5913.000488
	Iteration 20F: 3 clusters Score -1.835391e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 148211 members 
Entering Unmasked Estep 
Score: -18354192.000000 Penalty: 5913.000488
	Iteration 21Q: 3 clusters Score -1.835419e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 148573 members 
Entering Unmasked Estep 
Score: -18354380.000000 Penalty: 5913.000488
	Iteration 22Q: 3 clusters Score -1.835438e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 148821 members 
Entering Unmasked Estep 
Score: -18354490.000000 Penalty: 5913.000488
	Iteration 23Q: 3 clusters Score -1.835449e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 149000 members 
Entering Unmasked Estep 
Score: -18354596.000000 Penalty: 5913.000488
	Iteration 24Q: 3 clusters Score -1.83546e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 149126 members 
Entering Unmasked Estep 
Score: -18354660.000000 Penalty: 5913.000488
	Iteration 25Q: 3 clusters Score -1.835466e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 149218 members 
Entering Unmasked Estep 
Score: -18354726.000000 Penalty: 5913.000488
	Iteration 26Q: 3 clusters Score -1.835473e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 149286 members 
Entering Unmasked Estep 
Score: -18354792.000000 Penalty: 5913.000488
	Iteration 27Q: 3 clusters Score -1.835479e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 149339 members 
Entering Unmasked Estep 
Score: -18354806.000000 Penalty: 5913.000488
	Iteration 28Q: 3 clusters Score -1.835481e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 149400 members 
Entering Unmasked Estep 
Score: -18354858.000000 Penalty: 5913.000488
	Iteration 29Q: 3 clusters Score -1.835486e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 149439 members 
Entering Unmasked Estep 
Score: -18354872.000000 Penalty: 5913.000488
	Iteration 30Q: 3 clusters Score -1.835487e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 149468 members 
Entering Unmasked Estep 
Score: -18354890.000000 Penalty: 5913.000488
	Iteration 31Q: 3 clusters Score -1.835489e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 149487 members 
Entering Unmasked Estep 
Score: -18354914.000000 Penalty: 5913.000488
	Iteration 32Q: 3 clusters Score -1.835491e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 149509 members 
Entering Unmasked Estep 
Score: -18354918.000000 Penalty: 5913.000488
	Iteration 33Q: 3 clusters Score -1.835492e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 149525 members 
Entering Unmasked Estep 
Score: -18354932.000000 Penalty: 5913.000488
	Iteration 34Q: 3 clusters Score -1.835493e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 149539 members 
Entering Unmasked Estep 
Score: -18354942.000000 Penalty: 5913.000488
	Iteration 35Q: 3 clusters Score -1.835494e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 149545 members 
Entering Unmasked Estep 
Score: -18354948.000000 Penalty: 5913.000488
	Iteration 36Q: 3 clusters Score -1.835495e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 149552 members 
Entering Unmasked Estep 
Score: -18354948.000000 Penalty: 5913.000488
	Iteration 37Q: 3 clusters Score -1.835495e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 149555 members 
Entering Unmasked Estep 
Score: -18354960.000000 Penalty: 5913.000488
	Iteration 38Q: 3 clusters Score -1.835496e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 149558 members 
Entering Unmasked Estep 
Score: -18354964.000000 Penalty: 5913.000488
	Iteration 39Q: 3 clusters Score -1.835496e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 149563 members 
Entering Unmasked Estep 
Score: -18354972.000000 Penalty: 5913.000488
	Iteration 40F: 3 clusters Score -1.835497e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 149569 members 
Entering Unmasked Estep 
Score: -18354958.000000 Penalty: 5913.000488
	Iteration 41Q: 3 clusters Score -1.835496e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 149572 members 
Entering Unmasked Estep 
Score: -18354960.000000 Penalty: 5913.000488
	Iteration 42Q: 3 clusters Score -1.835496e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 149576 members 
Entering Unmasked Estep 
Score: -18354968.000000 Penalty: 5913.000488
	Iteration 43Q: 3 clusters Score -1.835497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 149578 members 
Entering Unmasked Estep 
Score: -18354960.000000 Penalty: 5913.000488
	Iteration 44Q: 3 clusters Score -1.835496e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 149579 members 
Entering Unmasked Estep 
Score: -18354958.000000 Penalty: 5913.000488
	Iteration 45Q: 3 clusters Score -1.835496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 149579 members 
Entering Unmasked Estep 
Score: -18354966.000000 Penalty: 5913.000488
	Iteration 46Q: 3 clusters Score -1.835497e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 149576 members 
Entering Unmasked Estep 
Score: -18354992.000000 Penalty: 5913.000488
	Iteration 47Q: 3 clusters Score -1.835499e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 149577 members 
Entering Unmasked Estep 
Score: -18354988.000000 Penalty: 5913.000488
	Iteration 48Q: 3 clusters Score -1.835499e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 149579 members 
Entering Unmasked Estep 
Score: -18354978.000000 Penalty: 5913.000488
	Iteration 49Q: 3 clusters Score -1.835498e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 149581 members 
Entering Unmasked Estep 
Score: -18354980.000000 Penalty: 5913.000488
	Iteration 50Q: 3 clusters Score -1.835498e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 149584 members 
Entering Unmasked Estep 
Score: -18354988.000000 Penalty: 5913.000488
	Iteration 51Q: 3 clusters Score -1.835499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 149585 members 
Entering Unmasked Estep 
Score: -18354982.000000 Penalty: 5913.000488
	Iteration 52Q: 3 clusters Score -1.835498e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 149586 members 
Entering Unmasked Estep 
Score: -18354984.000000 Penalty: 5913.000488
	Iteration 53Q: 3 clusters Score -1.835498e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 149586 members 
Entering Unmasked Estep 
Score: -18354984.000000 Penalty: 5913.000488
	Iteration 54F: 3 clusters Score -1.835498e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Entering Unmasked Estep 
Score: -1784443.375000 Penalty: 2380.215088
	Iteration 0F: 2 clusters Score -1784443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1773669.750000 Penalty: 4760.430176
	Iteration 0F: 3 clusters Score -1773670 nChanged 6469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1777186.375000 Penalty: 4760.430176
	Iteration 1F: 3 clusters Score -1777186 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1777505.875000 Penalty: 4760.430176
	Iteration 2F: 3 clusters Score -1777506 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1777764.625000 Penalty: 4760.430176
	Iteration 3Q: 3 clusters Score -1777765 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1777981.375000 Penalty: 4760.430176
	Iteration 4Q: 3 clusters Score -1777981 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1778216.500000 Penalty: 4760.430176
	Iteration 5Q: 3 clusters Score -1778216 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1778506.125000 Penalty: 4760.430176
	Iteration 6Q: 3 clusters Score -1778506 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1778919.125000 Penalty: 4760.430176
	Iteration 7Q: 3 clusters Score -1778919 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1779500.500000 Penalty: 4760.430176
	Iteration 8F: 3 clusters Score -1779500 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1780152.250000 Penalty: 4760.430176
	Iteration 9F: 3 clusters Score -1780152 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1780794.750000 Penalty: 4760.430176
	Iteration 10F: 3 clusters Score -1780795 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1781307.625000 Penalty: 4760.430176
	Iteration 11Q: 3 clusters Score -1781308 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1781717.375000 Penalty: 4760.430176
	Iteration 12Q: 3 clusters Score -1781717 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1781961.750000 Penalty: 4760.430176
	Iteration 13Q: 3 clusters Score -1781962 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1782136.375000 Penalty: 4760.430176
	Iteration 14Q: 3 clusters Score -1782136 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1782241.250000 Penalty: 4760.430176
	Iteration 15Q: 3 clusters Score -1782241 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1782293.125000 Penalty: 4760.430176
	Iteration 16Q: 3 clusters Score -1782293 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1782319.000000 Penalty: 4760.430176
	Iteration 17Q: 3 clusters Score -1782319 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1782342.375000 Penalty: 4760.430176
	Iteration 18Q: 3 clusters Score -1782342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1782348.250000 Penalty: 4760.430176
	Iteration 19Q: 3 clusters Score -1782348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1782346.000000 Penalty: 4760.430176
	Iteration 20F: 3 clusters Score -1782346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1782346.750000 Penalty: 4760.430176
	Iteration 21Q: 3 clusters Score -1782347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1782347.000000 Penalty: 4760.430176
	Iteration 22Q: 3 clusters Score -1782347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1782349.875000 Penalty: 4760.430176
	Iteration 23Q: 3 clusters Score -1782350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1782348.500000 Penalty: 4760.430176
	Iteration 24Q: 3 clusters Score -1782348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1782348.500000 Penalty: 4760.430176
	Iteration 25F: 3 clusters Score -1782348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Entering Unmasked Estep 
Score: -856723.500000 Penalty: 2210.860596
	Iteration 0F: 2 clusters Score -856723.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -850625.000000 Penalty: 4421.721191
	Iteration 0F: 3 clusters Score -850625 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -852271.000000 Penalty: 4421.721191
	Iteration 1F: 3 clusters Score -852271 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -852557.187500 Penalty: 4421.721191
	Iteration 2F: 3 clusters Score -852557.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -852775.812500 Penalty: 4421.721191
	Iteration 3F: 3 clusters Score -852775.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -852931.437500 Penalty: 4421.721191
	Iteration 4Q: 3 clusters Score -852931.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -853043.625000 Penalty: 4421.721191
	Iteration 5Q: 3 clusters Score -853043.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -853141.375000 Penalty: 4421.721191
	Iteration 6Q: 3 clusters Score -853141.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -853226.125000 Penalty: 4421.721191
	Iteration 7Q: 3 clusters Score -853226.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -853307.187500 Penalty: 4421.721191
	Iteration 8Q: 3 clusters Score -853307.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -853369.062500 Penalty: 4421.721191
	Iteration 9Q: 3 clusters Score -853369.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -853423.625000 Penalty: 4421.721191
	Iteration 10Q: 3 clusters Score -853423.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -853466.750000 Penalty: 4421.721191
	Iteration 11Q: 3 clusters Score -853466.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -853498.062500 Penalty: 4421.721191
	Iteration 12Q: 3 clusters Score -853498.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -853526.625000 Penalty: 4421.721191
	Iteration 13Q: 3 clusters Score -853526.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -853548.312500 Penalty: 4421.721191
	Iteration 14Q: 3 clusters Score -853548.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -853565.000000 Penalty: 4421.721191
	Iteration 15Q: 3 clusters Score -853565 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -853578.750000 Penalty: 4421.721191
	Iteration 16Q: 3 clusters Score -853578.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -853593.750000 Penalty: 4421.721191
	Iteration 17Q: 3 clusters Score -853593.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -853605.750000 Penalty: 4421.721191
	Iteration 18Q: 3 clusters Score -853605.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -853618.000000 Penalty: 4421.721191
	Iteration 19Q: 3 clusters Score -853618 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -853629.125000 Penalty: 4421.721191
	Iteration 20F: 3 clusters Score -853629.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -853636.125000 Penalty: 4421.721191
	Iteration 21Q: 3 clusters Score -853636.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -853643.062500 Penalty: 4421.721191
	Iteration 22Q: 3 clusters Score -853643.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -853650.000000 Penalty: 4421.721191
	Iteration 23Q: 3 clusters Score -853650 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -853655.687500 Penalty: 4421.721191
	Iteration 24Q: 3 clusters Score -853655.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -853661.937500 Penalty: 4421.721191
	Iteration 25Q: 3 clusters Score -853661.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -853669.812500 Penalty: 4421.721191
	Iteration 26Q: 3 clusters Score -853669.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -853674.125000 Penalty: 4421.721191
	Iteration 27Q: 3 clusters Score -853674.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -853679.812500 Penalty: 4421.721191
	Iteration 28Q: 3 clusters Score -853679.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -853683.437500 Penalty: 4421.721191
	Iteration 29Q: 3 clusters Score -853683.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -853686.687500 Penalty: 4421.721191
	Iteration 30Q: 3 clusters Score -853686.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -853694.437500 Penalty: 4421.721191
	Iteration 31Q: 3 clusters Score -853694.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -853702.250000 Penalty: 4421.721191
	Iteration 32Q: 3 clusters Score -853702.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -853704.312500 Penalty: 4421.721191
	Iteration 33Q: 3 clusters Score -853704.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -853706.000000 Penalty: 4421.721191
	Iteration 34Q: 3 clusters Score -853706 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -853715.187500 Penalty: 4421.721191
	Iteration 35Q: 3 clusters Score -853715.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -853717.500000 Penalty: 4421.721191
	Iteration 36Q: 3 clusters Score -853717.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -853719.812500 Penalty: 4421.721191
	Iteration 37Q: 3 clusters Score -853719.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -853726.500000 Penalty: 4421.721191
	Iteration 38Q: 3 clusters Score -853726.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -853730.500000 Penalty: 4421.721191
	Iteration 39Q: 3 clusters Score -853730.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -853736.500000 Penalty: 4421.721191
	Iteration 40F: 3 clusters Score -853736.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -853740.937500 Penalty: 4421.721191
	Iteration 41Q: 3 clusters Score -853740.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -853743.875000 Penalty: 4421.721191
	Iteration 42Q: 3 clusters Score -853743.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -853748.812500 Penalty: 4421.721191
	Iteration 43Q: 3 clusters Score -853748.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -853754.687500 Penalty: 4421.721191
	Iteration 44Q: 3 clusters Score -853754.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -853759.437500 Penalty: 4421.721191
	Iteration 45Q: 3 clusters Score -853759.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -853763.375000 Penalty: 4421.721191
	Iteration 46Q: 3 clusters Score -853763.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -853766.062500 Penalty: 4421.721191
	Iteration 47Q: 3 clusters Score -853766.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -853770.687500 Penalty: 4421.721191
	Iteration 48Q: 3 clusters Score -853770.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -853776.000000 Penalty: 4421.721191
	Iteration 49Q: 3 clusters Score -853776 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -853777.750000 Penalty: 4421.721191
	Iteration 50Q: 3 clusters Score -853777.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -853782.625000 Penalty: 4421.721191
	Iteration 51Q: 3 clusters Score -853782.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -853793.500000 Penalty: 4421.721191
	Iteration 52Q: 3 clusters Score -853793.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -853802.687500 Penalty: 4421.721191
	Iteration 53Q: 3 clusters Score -853802.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -853812.000000 Penalty: 4421.721191
	Iteration 54Q: 3 clusters Score -853812 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -853817.937500 Penalty: 4421.721191
	Iteration 55Q: 3 clusters Score -853817.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -853827.312500 Penalty: 4421.721191
	Iteration 56Q: 3 clusters Score -853827.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -853840.437500 Penalty: 4421.721191
	Iteration 57Q: 3 clusters Score -853840.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -853848.187500 Penalty: 4421.721191
	Iteration 58Q: 3 clusters Score -853848.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -853855.437500 Penalty: 4421.721191
	Iteration 59Q: 3 clusters Score -853855.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -853868.187500 Penalty: 4421.721191
	Iteration 60F: 3 clusters Score -853868.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -853878.562500 Penalty: 4421.721191
	Iteration 61Q: 3 clusters Score -853878.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -853886.500000 Penalty: 4421.721191
	Iteration 62Q: 3 clusters Score -853886.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -853897.062500 Penalty: 4421.721191
	Iteration 63Q: 3 clusters Score -853897.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -853912.562500 Penalty: 4421.721191
	Iteration 64Q: 3 clusters Score -853912.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -853931.812500 Penalty: 4421.721191
	Iteration 65Q: 3 clusters Score -853931.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -853949.562500 Penalty: 4421.721191
	Iteration 66Q: 3 clusters Score -853949.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -853964.750000 Penalty: 4421.721191
	Iteration 67Q: 3 clusters Score -853964.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -853976.750000 Penalty: 4421.721191
	Iteration 68Q: 3 clusters Score -853976.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -853988.875000 Penalty: 4421.721191
	Iteration 69Q: 3 clusters Score -853988.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -854004.562500 Penalty: 4421.721191
	Iteration 70Q: 3 clusters Score -854004.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -854023.937500 Penalty: 4421.721191
	Iteration 71Q: 3 clusters Score -854023.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -854032.750000 Penalty: 4421.721191
	Iteration 72Q: 3 clusters Score -854032.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -854050.000000 Penalty: 4421.721191
	Iteration 73Q: 3 clusters Score -854050 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -854062.437500 Penalty: 4421.721191
	Iteration 74Q: 3 clusters Score -854062.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -854074.125000 Penalty: 4421.721191
	Iteration 75Q: 3 clusters Score -854074.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -854088.312500 Penalty: 4421.721191
	Iteration 76Q: 3 clusters Score -854088.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -854105.312500 Penalty: 4421.721191
	Iteration 77Q: 3 clusters Score -854105.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -854116.937500 Penalty: 4421.721191
	Iteration 78Q: 3 clusters Score -854116.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -854124.375000 Penalty: 4421.721191
	Iteration 79Q: 3 clusters Score -854124.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -854130.875000 Penalty: 4421.721191
	Iteration 80F: 3 clusters Score -854130.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -854136.125000 Penalty: 4421.721191
	Iteration 81Q: 3 clusters Score -854136.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -854142.062500 Penalty: 4421.721191
	Iteration 82Q: 3 clusters Score -854142.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -854150.062500 Penalty: 4421.721191
	Iteration 83Q: 3 clusters Score -854150.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -854152.375000 Penalty: 4421.721191
	Iteration 84Q: 3 clusters Score -854152.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -854157.500000 Penalty: 4421.721191
	Iteration 85Q: 3 clusters Score -854157.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -854162.375000 Penalty: 4421.721191
	Iteration 86Q: 3 clusters Score -854162.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -854165.375000 Penalty: 4421.721191
	Iteration 87Q: 3 clusters Score -854165.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -854167.750000 Penalty: 4421.721191
	Iteration 88Q: 3 clusters Score -854167.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -854171.562500 Penalty: 4421.721191
	Iteration 89Q: 3 clusters Score -854171.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -854170.812500 Penalty: 4421.721191
	Iteration 90Q: 3 clusters Score -854170.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -854172.375000 Penalty: 4421.721191
	Iteration 91Q: 3 clusters Score -854172.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -854176.062500 Penalty: 4421.721191
	Iteration 92Q: 3 clusters Score -854176.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -854176.062500 Penalty: 4421.721191
	Iteration 93Q: 3 clusters Score -854176.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -854178.562500 Penalty: 4421.721191
	Iteration 94Q: 3 clusters Score -854178.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -854177.937500 Penalty: 4421.721191
	Iteration 95Q: 3 clusters Score -854177.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -854179.125000 Penalty: 4421.721191
	Iteration 96Q: 3 clusters Score -854179.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -854179.125000 Penalty: 4421.721191
	Iteration 97F: 3 clusters Score -854179.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Entering Unmasked Estep 
Score: -1023056.187500 Penalty: 2236.876709
	Iteration 0F: 2 clusters Score -1023056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1016506.250000 Penalty: 4473.753418
	Iteration 0F: 3 clusters Score -1016506 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1018269.375000 Penalty: 4473.753418
	Iteration 1F: 3 clusters Score -1018269 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1018537.750000 Penalty: 4473.753418
	Iteration 2F: 3 clusters Score -1018538 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1018680.250000 Penalty: 4473.753418
	Iteration 3Q: 3 clusters Score -1018680 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1018785.437500 Penalty: 4473.753418
	Iteration 4Q: 3 clusters Score -1018785 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1018867.937500 Penalty: 4473.753418
	Iteration 5Q: 3 clusters Score -1018868 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1018939.500000 Penalty: 4473.753418
	Iteration 6Q: 3 clusters Score -1018940 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1019009.500000 Penalty: 4473.753418
	Iteration 7Q: 3 clusters Score -1019010 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1019077.687500 Penalty: 4473.753418
	Iteration 8Q: 3 clusters Score -1019078 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1019156.687500 Penalty: 4473.753418
	Iteration 9Q: 3 clusters Score -1019157 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1019253.562500 Penalty: 4473.753418
	Iteration 10Q: 3 clusters Score -1019254 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1019365.000000 Penalty: 4473.753418
	Iteration 11Q: 3 clusters Score -1019365 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1019500.062500 Penalty: 4473.753418
	Iteration 12Q: 3 clusters Score -1019500 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1019668.812500 Penalty: 4473.753418
	Iteration 13Q: 3 clusters Score -1019669 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1019852.812500 Penalty: 4473.753418
	Iteration 14Q: 3 clusters Score -1019853 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1020041.750000 Penalty: 4473.753418
	Iteration 15Q: 3 clusters Score -1020042 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1020225.187500 Penalty: 4473.753418
	Iteration 16Q: 3 clusters Score -1020225 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1020411.812500 Penalty: 4473.753418
	Iteration 17Q: 3 clusters Score -1020412 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1020564.750000 Penalty: 4473.753418
	Iteration 18Q: 3 clusters Score -1020565 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1020691.000000 Penalty: 4473.753418
	Iteration 19Q: 3 clusters Score -1020691 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1020782.000000 Penalty: 4473.753418
	Iteration 20F: 3 clusters Score -1020782 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1020851.687500 Penalty: 4473.753418
	Iteration 21Q: 3 clusters Score -1020852 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1020907.312500 Penalty: 4473.753418
	Iteration 22Q: 3 clusters Score -1020907 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1020945.875000 Penalty: 4473.753418
	Iteration 23Q: 3 clusters Score -1020946 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1020985.000000 Penalty: 4473.753418
	Iteration 24Q: 3 clusters Score -1020985 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1021000.125000 Penalty: 4473.753418
	Iteration 25Q: 3 clusters Score -1021000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1021014.437500 Penalty: 4473.753418
	Iteration 26Q: 3 clusters Score -1021014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1021031.500000 Penalty: 4473.753418
	Iteration 27Q: 3 clusters Score -1021032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1021042.750000 Penalty: 4473.753418
	Iteration 28Q: 3 clusters Score -1021043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1021050.312500 Penalty: 4473.753418
	Iteration 29Q: 3 clusters Score -1021050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1021052.187500 Penalty: 4473.753418
	Iteration 30Q: 3 clusters Score -1021052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1021058.125000 Penalty: 4473.753418
	Iteration 31Q: 3 clusters Score -1021058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1021063.250000 Penalty: 4473.753418
	Iteration 32Q: 3 clusters Score -1021063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1021063.125000 Penalty: 4473.753418
	Iteration 33Q: 3 clusters Score -1021063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1021065.812500 Penalty: 4473.753418
	Iteration 34Q: 3 clusters Score -1021066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1021067.812500 Penalty: 4473.753418
	Iteration 35Q: 3 clusters Score -1021068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1021067.812500 Penalty: 4473.753418
	Iteration 36F: 3 clusters Score -1021068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Entering Unmasked Estep 
Score: -1058854.875000 Penalty: 2254.230957
	Iteration 0F: 2 clusters Score -1058855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1051897.625000 Penalty: 4508.461914
	Iteration 0F: 3 clusters Score -1051898 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1053847.750000 Penalty: 4508.461914
	Iteration 1F: 3 clusters Score -1053848 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1054241.750000 Penalty: 4508.461914
	Iteration 2F: 3 clusters Score -1054242 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1054640.250000 Penalty: 4508.461914
	Iteration 3F: 3 clusters Score -1054640 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1055187.125000 Penalty: 4508.461914
	Iteration 4F: 3 clusters Score -1055187 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1055940.125000 Penalty: 4508.461914
	Iteration 5F: 3 clusters Score -1055940 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1056805.375000 Penalty: 4508.461914
	Iteration 6F: 3 clusters Score -1056805 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1057498.000000 Penalty: 4508.461914
	Iteration 7F: 3 clusters Score -1057498 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1057940.250000 Penalty: 4508.461914
	Iteration 8F: 3 clusters Score -1057940 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1058139.375000 Penalty: 4508.461914
	Iteration 9Q: 3 clusters Score -1058139 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1058218.875000 Penalty: 4508.461914
	Iteration 10Q: 3 clusters Score -1058219 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1058254.625000 Penalty: 4508.461914
	Iteration 11Q: 3 clusters Score -1058255 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1058275.625000 Penalty: 4508.461914
	Iteration 12Q: 3 clusters Score -1058276 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1058289.875000 Penalty: 4508.461914
	Iteration 13Q: 3 clusters Score -1058290 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1058298.250000 Penalty: 4508.461914
	Iteration 14Q: 3 clusters Score -1058298 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1058307.750000 Penalty: 4508.461914
	Iteration 15Q: 3 clusters Score -1058308 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1058310.750000 Penalty: 4508.461914
	Iteration 16Q: 3 clusters Score -1058311 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1058316.375000 Penalty: 4508.461914
	Iteration 17Q: 3 clusters Score -1058316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1058318.000000 Penalty: 4508.461914
	Iteration 18Q: 3 clusters Score -1058318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1058321.000000 Penalty: 4508.461914
	Iteration 19Q: 3 clusters Score -1058321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1058321.500000 Penalty: 4508.461914
	Iteration 20F: 3 clusters Score -1058322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1058322.250000 Penalty: 4508.461914
	Iteration 21Q: 3 clusters Score -1058322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1058323.500000 Penalty: 4508.461914
	Iteration 22Q: 3 clusters Score -1058324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1058323.750000 Penalty: 4508.461914
	Iteration 23Q: 3 clusters Score -1058324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1058324.000000 Penalty: 4508.461914
	Iteration 24Q: 3 clusters Score -1058324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1058325.750000 Penalty: 4508.461914
	Iteration 25Q: 3 clusters Score -1058326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1058327.625000 Penalty: 4508.461914
	Iteration 26Q: 3 clusters Score -1058328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1058328.375000 Penalty: 4508.461914
	Iteration 27Q: 3 clusters Score -1058328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1058329.250000 Penalty: 4508.461914
	Iteration 28Q: 3 clusters Score -1058329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1058331.500000 Penalty: 4508.461914
	Iteration 29Q: 3 clusters Score -1058332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1058329.250000 Penalty: 4508.461914
	Iteration 30Q: 3 clusters Score -1058329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1058331.250000 Penalty: 4508.461914
	Iteration 31Q: 3 clusters Score -1058331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1058331.250000 Penalty: 4508.461914
	Iteration 32F: 3 clusters Score -1058331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Entering Unmasked Estep 
Score: -1060588.500000 Penalty: 2258.887695
	Iteration 0F: 2 clusters Score -1060588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1053541.125000 Penalty: 4517.775391
	Iteration 0F: 3 clusters Score -1053541 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1055563.250000 Penalty: 4517.775391
	Iteration 1F: 3 clusters Score -1055563 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1055857.250000 Penalty: 4517.775391
	Iteration 2F: 3 clusters Score -1055857 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1056090.500000 Penalty: 4517.775391
	Iteration 3F: 3 clusters Score -1056090 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1056282.625000 Penalty: 4517.775391
	Iteration 4Q: 3 clusters Score -1056283 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1056453.000000 Penalty: 4517.775391
	Iteration 5Q: 3 clusters Score -1056453 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1056597.250000 Penalty: 4517.775391
	Iteration 6Q: 3 clusters Score -1056597 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1056708.500000 Penalty: 4517.775391
	Iteration 7Q: 3 clusters Score -1056708 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1056826.875000 Penalty: 4517.775391
	Iteration 8Q: 3 clusters Score -1056827 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1056934.125000 Penalty: 4517.775391
	Iteration 9Q: 3 clusters Score -1056934 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1057050.125000 Penalty: 4517.775391
	Iteration 10Q: 3 clusters Score -1057050 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1057164.125000 Penalty: 4517.775391
	Iteration 11Q: 3 clusters Score -1057164 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1057263.500000 Penalty: 4517.775391
	Iteration 12Q: 3 clusters Score -1057264 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1057346.250000 Penalty: 4517.775391
	Iteration 13Q: 3 clusters Score -1057346 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1057429.875000 Penalty: 4517.775391
	Iteration 14Q: 3 clusters Score -1057430 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1057494.625000 Penalty: 4517.775391
	Iteration 15Q: 3 clusters Score -1057495 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1057557.375000 Penalty: 4517.775391
	Iteration 16Q: 3 clusters Score -1057557 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1057617.250000 Penalty: 4517.775391
	Iteration 17Q: 3 clusters Score -1057617 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1057664.250000 Penalty: 4517.775391
	Iteration 18Q: 3 clusters Score -1057664 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1057705.625000 Penalty: 4517.775391
	Iteration 19Q: 3 clusters Score -1057706 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1057744.875000 Penalty: 4517.775391
	Iteration 20F: 3 clusters Score -1057745 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1057772.750000 Penalty: 4517.775391
	Iteration 21Q: 3 clusters Score -1057773 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1057804.000000 Penalty: 4517.775391
	Iteration 22Q: 3 clusters Score -1057804 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1057834.125000 Penalty: 4517.775391
	Iteration 23Q: 3 clusters Score -1057834 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1057862.625000 Penalty: 4517.775391
	Iteration 24Q: 3 clusters Score -1057863 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1057892.000000 Penalty: 4517.775391
	Iteration 25Q: 3 clusters Score -1057892 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1057925.625000 Penalty: 4517.775391
	Iteration 26Q: 3 clusters Score -1057926 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1057970.750000 Penalty: 4517.775391
	Iteration 27Q: 3 clusters Score -1057971 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1058012.375000 Penalty: 4517.775391
	Iteration 28Q: 3 clusters Score -1058012 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1058043.375000 Penalty: 4517.775391
	Iteration 29Q: 3 clusters Score -1058043 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1058082.875000 Penalty: 4517.775391
	Iteration 30Q: 3 clusters Score -1058083 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1058128.500000 Penalty: 4517.775391
	Iteration 31Q: 3 clusters Score -1058128 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1058176.625000 Penalty: 4517.775391
	Iteration 32Q: 3 clusters Score -1058177 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1058227.250000 Penalty: 4517.775391
	Iteration 33Q: 3 clusters Score -1058227 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1058276.000000 Penalty: 4517.775391
	Iteration 34Q: 3 clusters Score -1058276 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1058311.250000 Penalty: 4517.775391
	Iteration 35Q: 3 clusters Score -1058311 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1058338.250000 Penalty: 4517.775391
	Iteration 36Q: 3 clusters Score -1058338 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1058368.500000 Penalty: 4517.775391
	Iteration 37Q: 3 clusters Score -1058368 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1058397.125000 Penalty: 4517.775391
	Iteration 38Q: 3 clusters Score -1058397 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1058415.000000 Penalty: 4517.775391
	Iteration 39Q: 3 clusters Score -1058415 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1058432.500000 Penalty: 4517.775391
	Iteration 40F: 3 clusters Score -1058432 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1058455.250000 Penalty: 4517.775391
	Iteration 41Q: 3 clusters Score -1058455 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1058475.625000 Penalty: 4517.775391
	Iteration 42Q: 3 clusters Score -1058476 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1058491.875000 Penalty: 4517.775391
	Iteration 43Q: 3 clusters Score -1058492 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1058517.625000 Penalty: 4517.775391
	Iteration 44Q: 3 clusters Score -1058518 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1058552.250000 Penalty: 4517.775391
	Iteration 45Q: 3 clusters Score -1058552 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1058585.125000 Penalty: 4517.775391
	Iteration 46Q: 3 clusters Score -1058585 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1058617.625000 Penalty: 4517.775391
	Iteration 47Q: 3 clusters Score -1058618 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1058644.125000 Penalty: 4517.775391
	Iteration 48Q: 3 clusters Score -1058644 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1058668.250000 Penalty: 4517.775391
	Iteration 49Q: 3 clusters Score -1058668 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1058688.750000 Penalty: 4517.775391
	Iteration 50Q: 3 clusters Score -1058689 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1058704.500000 Penalty: 4517.775391
	Iteration 51Q: 3 clusters Score -1058704 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1058713.375000 Penalty: 4517.775391
	Iteration 52Q: 3 clusters Score -1058713 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1058722.500000 Penalty: 4517.775391
	Iteration 53Q: 3 clusters Score -1058722 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1058733.875000 Penalty: 4517.775391
	Iteration 54Q: 3 clusters Score -1058734 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1058761.875000 Penalty: 4517.775391
	Iteration 55Q: 3 clusters Score -1058762 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1058777.250000 Penalty: 4517.775391
	Iteration 56Q: 3 clusters Score -1058777 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1058788.625000 Penalty: 4517.775391
	Iteration 57Q: 3 clusters Score -1058789 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1058797.875000 Penalty: 4517.775391
	Iteration 58Q: 3 clusters Score -1058798 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1058806.500000 Penalty: 4517.775391
	Iteration 59Q: 3 clusters Score -1058806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1058819.000000 Penalty: 4517.775391
	Iteration 60F: 3 clusters Score -1058819 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1058823.875000 Penalty: 4517.775391
	Iteration 61Q: 3 clusters Score -1058824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1058830.125000 Penalty: 4517.775391
	Iteration 62Q: 3 clusters Score -1058830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1058833.375000 Penalty: 4517.775391
	Iteration 63Q: 3 clusters Score -1058833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1058835.375000 Penalty: 4517.775391
	Iteration 64Q: 3 clusters Score -1058835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1058835.250000 Penalty: 4517.775391
	Iteration 65Q: 3 clusters Score -1058835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1058836.000000 Penalty: 4517.775391
	Iteration 66Q: 3 clusters Score -1058836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1058836.875000 Penalty: 4517.775391
	Iteration 67Q: 3 clusters Score -1058837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1058836.250000 Penalty: 4517.775391
	Iteration 68Q: 3 clusters Score -1058836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1058837.125000 Penalty: 4517.775391
	Iteration 69Q: 3 clusters Score -1058837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1058837.125000 Penalty: 4517.775391
	Iteration 70F: 3 clusters Score -1058837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Entering Unmasked Estep 
Score: -877117.187500 Penalty: 2225.516846
	Iteration 0F: 2 clusters Score -877117.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -870798.000000 Penalty: 4451.033691
	Iteration 0F: 3 clusters Score -870798 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -872563.250000 Penalty: 4451.033691
	Iteration 1F: 3 clusters Score -872563.2 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -872865.687500 Penalty: 4451.033691
	Iteration 2F: 3 clusters Score -872865.7 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -873077.125000 Penalty: 4451.033691
	Iteration 3F: 3 clusters Score -873077.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -873262.250000 Penalty: 4451.033691
	Iteration 4Q: 3 clusters Score -873262.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -873416.500000 Penalty: 4451.033691
	Iteration 5Q: 3 clusters Score -873416.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -873538.937500 Penalty: 4451.033691
	Iteration 6Q: 3 clusters Score -873538.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -873651.187500 Penalty: 4451.033691
	Iteration 7Q: 3 clusters Score -873651.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -873752.812500 Penalty: 4451.033691
	Iteration 8Q: 3 clusters Score -873752.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -873838.812500 Penalty: 4451.033691
	Iteration 9Q: 3 clusters Score -873838.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -873913.250000 Penalty: 4451.033691
	Iteration 10Q: 3 clusters Score -873913.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -873980.250000 Penalty: 4451.033691
	Iteration 11Q: 3 clusters Score -873980.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -874042.812500 Penalty: 4451.033691
	Iteration 12Q: 3 clusters Score -874042.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -874107.687500 Penalty: 4451.033691
	Iteration 13Q: 3 clusters Score -874107.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -874168.000000 Penalty: 4451.033691
	Iteration 14Q: 3 clusters Score -874168 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -874214.062500 Penalty: 4451.033691
	Iteration 15Q: 3 clusters Score -874214.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -874252.750000 Penalty: 4451.033691
	Iteration 16Q: 3 clusters Score -874252.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -874292.437500 Penalty: 4451.033691
	Iteration 17Q: 3 clusters Score -874292.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -874326.312500 Penalty: 4451.033691
	Iteration 18Q: 3 clusters Score -874326.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -874345.562500 Penalty: 4451.033691
	Iteration 19Q: 3 clusters Score -874345.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -874362.750000 Penalty: 4451.033691
	Iteration 20F: 3 clusters Score -874362.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -874374.437500 Penalty: 4451.033691
	Iteration 21Q: 3 clusters Score -874374.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -874392.437500 Penalty: 4451.033691
	Iteration 22Q: 3 clusters Score -874392.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -874406.937500 Penalty: 4451.033691
	Iteration 23Q: 3 clusters Score -874406.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -874419.750000 Penalty: 4451.033691
	Iteration 24Q: 3 clusters Score -874419.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -874440.937500 Penalty: 4451.033691
	Iteration 25Q: 3 clusters Score -874440.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -874465.125000 Penalty: 4451.033691
	Iteration 26Q: 3 clusters Score -874465.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -874491.000000 Penalty: 4451.033691
	Iteration 27Q: 3 clusters Score -874491 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -874518.750000 Penalty: 4451.033691
	Iteration 28Q: 3 clusters Score -874518.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -874549.500000 Penalty: 4451.033691
	Iteration 29Q: 3 clusters Score -874549.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -874585.750000 Penalty: 4451.033691
	Iteration 30Q: 3 clusters Score -874585.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -874636.125000 Penalty: 4451.033691
	Iteration 31Q: 3 clusters Score -874636.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -874698.250000 Penalty: 4451.033691
	Iteration 32Q: 3 clusters Score -874698.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -874761.937500 Penalty: 4451.033691
	Iteration 33Q: 3 clusters Score -874761.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -874840.562500 Penalty: 4451.033691
	Iteration 34Q: 3 clusters Score -874840.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -874944.500000 Penalty: 4451.033691
	Iteration 35Q: 3 clusters Score -874944.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -875051.062500 Penalty: 4451.033691
	Iteration 36Q: 3 clusters Score -875051.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -875178.812500 Penalty: 4451.033691
	Iteration 37Q: 3 clusters Score -875178.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -875298.687500 Penalty: 4451.033691
	Iteration 38Q: 3 clusters Score -875298.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -875419.937500 Penalty: 4451.033691
	Iteration 39Q: 3 clusters Score -875419.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -875528.812500 Penalty: 4451.033691
	Iteration 40F: 3 clusters Score -875528.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -875619.875000 Penalty: 4451.033691
	Iteration 41Q: 3 clusters Score -875619.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -875705.750000 Penalty: 4451.033691
	Iteration 42Q: 3 clusters Score -875705.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -875767.750000 Penalty: 4451.033691
	Iteration 43Q: 3 clusters Score -875767.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -875825.500000 Penalty: 4451.033691
	Iteration 44Q: 3 clusters Score -875825.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -875866.187500 Penalty: 4451.033691
	Iteration 45Q: 3 clusters Score -875866.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -875899.062500 Penalty: 4451.033691
	Iteration 46Q: 3 clusters Score -875899.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -875920.625000 Penalty: 4451.033691
	Iteration 47Q: 3 clusters Score -875920.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -875939.125000 Penalty: 4451.033691
	Iteration 48Q: 3 clusters Score -875939.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -875957.562500 Penalty: 4451.033691
	Iteration 49Q: 3 clusters Score -875957.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -875973.125000 Penalty: 4451.033691
	Iteration 50Q: 3 clusters Score -875973.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -875982.000000 Penalty: 4451.033691
	Iteration 51Q: 3 clusters Score -875982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -875988.812500 Penalty: 4451.033691
	Iteration 52Q: 3 clusters Score -875988.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -875996.375000 Penalty: 4451.033691
	Iteration 53Q: 3 clusters Score -875996.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -876001.937500 Penalty: 4451.033691
	Iteration 54Q: 3 clusters Score -876001.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -876010.375000 Penalty: 4451.033691
	Iteration 55Q: 3 clusters Score -876010.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -876016.875000 Penalty: 4451.033691
	Iteration 56Q: 3 clusters Score -876016.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -876021.562500 Penalty: 4451.033691
	Iteration 57Q: 3 clusters Score -876021.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -876022.687500 Penalty: 4451.033691
	Iteration 58Q: 3 clusters Score -876022.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -876024.125000 Penalty: 4451.033691
	Iteration 59Q: 3 clusters Score -876024.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -876030.625000 Penalty: 4451.033691
	Iteration 60F: 3 clusters Score -876030.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -876032.562500 Penalty: 4451.033691
	Iteration 61Q: 3 clusters Score -876032.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -876036.687500 Penalty: 4451.033691
	Iteration 62Q: 3 clusters Score -876036.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -876038.000000 Penalty: 4451.033691
	Iteration 63Q: 3 clusters Score -876038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -876038.125000 Penalty: 4451.033691
	Iteration 64Q: 3 clusters Score -876038.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -876038.937500 Penalty: 4451.033691
	Iteration 65Q: 3 clusters Score -876038.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -876038.937500 Penalty: 4451.033691
	Iteration 66F: 3 clusters Score -876038.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (326024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326024 members 
Entering Unmasked Estep 
Score: -39659484.000000 Penalty: 3148.291992
	Iteration 0F: 2 clusters Score -3.965948e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163099 members 
Mstep: Class 2 contains 162925 members 
Entering Unmasked Estep 
Score: -39473696.000000 Penalty: 6296.583984
	Iteration 0F: 3 clusters Score -3.94737e+07 nChanged 158216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160521 members 
Mstep: Class 2 contains 165503 members 
Entering Unmasked Estep 
Score: -39568156.000000 Penalty: 6296.583984
	Iteration 1F: 3 clusters Score -3.956816e+07 nChanged 9548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158949 members 
Mstep: Class 2 contains 167075 members 
Entering Unmasked Estep 
Score: -39570268.000000 Penalty: 6296.583984
	Iteration 2Q: 3 clusters Score -3.957027e+07 nChanged 10775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156482 members 
Mstep: Class 2 contains 169542 members 
Entering Unmasked Estep 
Score: -39573272.000000 Penalty: 6296.583984
	Iteration 3Q: 3 clusters Score -3.957327e+07 nChanged 12311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152937 members 
Mstep: Class 2 contains 173087 members 
Entering Unmasked Estep 
Score: -39577128.000000 Penalty: 6296.583984
	Iteration 4Q: 3 clusters Score -3.957713e+07 nChanged 13922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148049 members 
Mstep: Class 2 contains 177975 members 
Entering Unmasked Estep 
Score: -39582032.000000 Penalty: 6296.583984
	Iteration 5Q: 3 clusters Score -3.958203e+07 nChanged 15336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141883 members 
Mstep: Class 2 contains 184141 members 
Entering Unmasked Estep 
Score: -39587216.000000 Penalty: 6296.583984
	Iteration 6Q: 3 clusters Score -3.958722e+07 nChanged 15946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134377 members 
Mstep: Class 2 contains 191647 members 
Entering Unmasked Estep 
Score: -39592736.000000 Penalty: 6296.583984
	Iteration 7Q: 3 clusters Score -3.959274e+07 nChanged 16047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125704 members 
Mstep: Class 2 contains 200320 members 
Entering Unmasked Estep 
Score: -39597148.000000 Penalty: 6296.583984
	Iteration 8Q: 3 clusters Score -3.959715e+07 nChanged 15783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115699 members 
Mstep: Class 2 contains 210325 members 
Entering Unmasked Estep 
Score: -39601088.000000 Penalty: 6296.583984
	Iteration 9Q: 3 clusters Score -3.960109e+07 nChanged 15174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104637 members 
Mstep: Class 2 contains 221387 members 
Entering Unmasked Estep 
Score: -39604476.000000 Penalty: 6296.583984
	Iteration 10Q: 3 clusters Score -3.960448e+07 nChanged 14424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92655 members 
Mstep: Class 2 contains 233369 members 
Entering Unmasked Estep 
Score: -39607508.000000 Penalty: 6296.583984
	Iteration 11Q: 3 clusters Score -3.960751e+07 nChanged 13935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80120 members 
Mstep: Class 2 contains 245904 members 
Entering Unmasked Estep 
Score: -39611060.000000 Penalty: 6296.583984
	Iteration 12Q: 3 clusters Score -3.961106e+07 nChanged 13551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67305 members 
Mstep: Class 2 contains 258719 members 
Entering Unmasked Estep 
Score: -39615124.000000 Penalty: 6296.583984
	Iteration 13Q: 3 clusters Score -3.961512e+07 nChanged 12984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54629 members 
Mstep: Class 2 contains 271395 members 
Entering Unmasked Estep 
Score: -39620360.000000 Penalty: 6296.583984
	Iteration 14Q: 3 clusters Score -3.962036e+07 nChanged 12224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42535 members 
Mstep: Class 2 contains 283489 members 
Entering Unmasked Estep 
Score: -39626488.000000 Penalty: 6296.583984
	Iteration 15Q: 3 clusters Score -3.962649e+07 nChanged 10737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31866 members 
Mstep: Class 2 contains 294158 members 
Entering Unmasked Estep 
Score: -39632680.000000 Penalty: 6296.583984
	Iteration 16Q: 3 clusters Score -3.963268e+07 nChanged 8879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 303017 members 
Entering Unmasked Estep 
Score: -39638568.000000 Penalty: 6296.583984
	Iteration 17Q: 3 clusters Score -3.963857e+07 nChanged 6920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 309907 members 
Entering Unmasked Estep 
Score: -39643472.000000 Penalty: 6296.583984
	Iteration 18Q: 3 clusters Score -3.964347e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 314927 members 
Entering Unmasked Estep 
Score: -39647520.000000 Penalty: 6296.583984
	Iteration 19Q: 3 clusters Score -3.964752e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 318379 members 
Entering Unmasked Estep 
Score: -39650212.000000 Penalty: 6296.583984
	Iteration 20F: 3 clusters Score -3.965021e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 320579 members 
Entering Unmasked Estep 
Score: -39652136.000000 Penalty: 6296.583984
	Iteration 21Q: 3 clusters Score -3.965214e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 322035 members 
Entering Unmasked Estep 
Score: -39653504.000000 Penalty: 6296.583984
	Iteration 22Q: 3 clusters Score -3.96535e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 322948 members 
Entering Unmasked Estep 
Score: -39654180.000000 Penalty: 6296.583984
	Iteration 23Q: 3 clusters Score -3.965418e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 323490 members 
Entering Unmasked Estep 
Score: -39654736.000000 Penalty: 6296.583984
	Iteration 24Q: 3 clusters Score -3.965474e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 323847 members 
Entering Unmasked Estep 
Score: -39655176.000000 Penalty: 6296.583984
	Iteration 25Q: 3 clusters Score -3.965518e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 324110 members 
Entering Unmasked Estep 
Score: -39655548.000000 Penalty: 6296.583984
	Iteration 26Q: 3 clusters Score -3.965555e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 324292 members 
Entering Unmasked Estep 
Score: -39655752.000000 Penalty: 6296.583984
	Iteration 27Q: 3 clusters Score -3.965575e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 324408 members 
Entering Unmasked Estep 
Score: -39655868.000000 Penalty: 6296.583984
	Iteration 28Q: 3 clusters Score -3.965587e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 324491 members 
Entering Unmasked Estep 
Score: -39656020.000000 Penalty: 6296.583984
	Iteration 29Q: 3 clusters Score -3.965602e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 324546 members 
Entering Unmasked Estep 
Score: -39656072.000000 Penalty: 6296.583984
	Iteration 30Q: 3 clusters Score -3.965607e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 324587 members 
Entering Unmasked Estep 
Score: -39656152.000000 Penalty: 6296.583984
	Iteration 31Q: 3 clusters Score -3.965615e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 324619 members 
Entering Unmasked Estep 
Score: -39656208.000000 Penalty: 6296.583984
	Iteration 32Q: 3 clusters Score -3.965621e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 324654 members 
Entering Unmasked Estep 
Score: -39656224.000000 Penalty: 6296.583984
	Iteration 33Q: 3 clusters Score -3.965622e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 324694 members 
Entering Unmasked Estep 
Score: -39656248.000000 Penalty: 6296.583984
	Iteration 34Q: 3 clusters Score -3.965625e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 324722 members 
Entering Unmasked Estep 
Score: -39656244.000000 Penalty: 6296.583984
	Iteration 35Q: 3 clusters Score -3.965624e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 324746 members 
Entering Unmasked Estep 
Score: -39656300.000000 Penalty: 6296.583984
	Iteration 36Q: 3 clusters Score -3.96563e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 324759 members 
Entering Unmasked Estep 
Score: -39656304.000000 Penalty: 6296.583984
	Iteration 37Q: 3 clusters Score -3.96563e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 324771 members 
Entering Unmasked Estep 
Score: -39656324.000000 Penalty: 6296.583984
	Iteration 38Q: 3 clusters Score -3.965632e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 324782 members 
Entering Unmasked Estep 
Score: -39656336.000000 Penalty: 6296.583984
	Iteration 39Q: 3 clusters Score -3.965634e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 324790 members 
Entering Unmasked Estep 
Score: -39656348.000000 Penalty: 6296.583984
	Iteration 40F: 3 clusters Score -3.965635e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 324788 members 
Entering Unmasked Estep 
Score: -39656364.000000 Penalty: 6296.583984
	Iteration 41Q: 3 clusters Score -3.965636e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 324791 members 
Entering Unmasked Estep 
Score: -39656372.000000 Penalty: 6296.583984
	Iteration 42Q: 3 clusters Score -3.965637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 324793 members 
Entering Unmasked Estep 
Score: -39656372.000000 Penalty: 6296.583984
	Iteration 43Q: 3 clusters Score -3.965637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 324793 members 
Entering Unmasked Estep 
Score: -39656376.000000 Penalty: 6296.583984
	Iteration 44Q: 3 clusters Score -3.965638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 324793 members 
Entering Unmasked Estep 
Score: -39656364.000000 Penalty: 6296.583984
	Iteration 45Q: 3 clusters Score -3.965636e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 324793 members 
Entering Unmasked Estep 
Score: -39656368.000000 Penalty: 6296.583984
	Iteration 46Q: 3 clusters Score -3.965637e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 324794 members 
Entering Unmasked Estep 
Score: -39656368.000000 Penalty: 6296.583984
	Iteration 47Q: 3 clusters Score -3.965637e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 324793 members 
Entering Unmasked Estep 
Score: -39656376.000000 Penalty: 6296.583984
	Iteration 48Q: 3 clusters Score -3.965638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 324795 members 
Entering Unmasked Estep 
Score: -39656380.000000 Penalty: 6296.583984
	Iteration 49Q: 3 clusters Score -3.965638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 324798 members 
Entering Unmasked Estep 
Score: -39656384.000000 Penalty: 6296.583984
	Iteration 50Q: 3 clusters Score -3.965638e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 324800 members 
Entering Unmasked Estep 
Score: -39656364.000000 Penalty: 6296.583984
	Iteration 51Q: 3 clusters Score -3.965636e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 324801 members 
Entering Unmasked Estep 
Score: -39656380.000000 Penalty: 6296.583984
	Iteration 52Q: 3 clusters Score -3.965638e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 324802 members 
Entering Unmasked Estep 
Score: -39656372.000000 Penalty: 6296.583984
	Iteration 53Q: 3 clusters Score -3.965637e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 324803 members 
Entering Unmasked Estep 
Score: -39656380.000000 Penalty: 6296.583984
	Iteration 54Q: 3 clusters Score -3.965638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 324805 members 
Entering Unmasked Estep 
Score: -39656388.000000 Penalty: 6296.583984
	Iteration 55Q: 3 clusters Score -3.965639e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 324805 members 
Entering Unmasked Estep 
Score: -39656396.000000 Penalty: 6296.583984
	Iteration 56Q: 3 clusters Score -3.96564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 324805 members 
Entering Unmasked Estep 
Score: -39656396.000000 Penalty: 6296.583984
	Iteration 57Q: 3 clusters Score -3.96564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 324806 members 
Entering Unmasked Estep 
Score: -39656384.000000 Penalty: 6296.583984
	Iteration 58Q: 3 clusters Score -3.965638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 324807 members 
Entering Unmasked Estep 
Score: -39656388.000000 Penalty: 6296.583984
	Iteration 59Q: 3 clusters Score -3.965639e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 324807 members 
Entering Unmasked Estep 
Score: -39656392.000000 Penalty: 6296.583984
	Iteration 60F: 3 clusters Score -3.965639e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 324809 members 
Entering Unmasked Estep 
Score: -39656408.000000 Penalty: 6296.583984
	Iteration 61Q: 3 clusters Score -3.965641e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 324811 members 
Entering Unmasked Estep 
Score: -39656408.000000 Penalty: 6296.583984
	Iteration 62Q: 3 clusters Score -3.965641e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 324815 members 
Entering Unmasked Estep 
Score: -39656404.000000 Penalty: 6296.583984
	Iteration 63Q: 3 clusters Score -3.96564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 324816 members 
Entering Unmasked Estep 
Score: -39656392.000000 Penalty: 6296.583984
	Iteration 64Q: 3 clusters Score -3.965639e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 324818 members 
Entering Unmasked Estep 
Score: -39656396.000000 Penalty: 6296.583984
	Iteration 65Q: 3 clusters Score -3.96564e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 324821 members 
Entering Unmasked Estep 
Score: -39656400.000000 Penalty: 6296.583984
	Iteration 66Q: 3 clusters Score -3.96564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 324821 members 
Entering Unmasked Estep 
Score: -39656400.000000 Penalty: 6296.583984
	Iteration 67Q: 3 clusters Score -3.96564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 324820 members 
Entering Unmasked Estep 
Score: -39656392.000000 Penalty: 6296.583984
	Iteration 68Q: 3 clusters Score -3.965639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 324823 members 
Entering Unmasked Estep 
Score: -39656408.000000 Penalty: 6296.583984
	Iteration 69Q: 3 clusters Score -3.965641e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 324826 members 
Entering Unmasked Estep 
Score: -39656408.000000 Penalty: 6296.583984
	Iteration 70Q: 3 clusters Score -3.965641e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 324830 members 
Entering Unmasked Estep 
Score: -39656396.000000 Penalty: 6296.583984
	Iteration 71Q: 3 clusters Score -3.96564e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 324832 members 
Entering Unmasked Estep 
Score: -39656412.000000 Penalty: 6296.583984
	Iteration 72Q: 3 clusters Score -3.965641e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 324836 members 
Entering Unmasked Estep 
Score: -39656404.000000 Penalty: 6296.583984
	Iteration 73Q: 3 clusters Score -3.96564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 324838 members 
Entering Unmasked Estep 
Score: -39656424.000000 Penalty: 6296.583984
	Iteration 74Q: 3 clusters Score -3.965642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 324839 members 
Entering Unmasked Estep 
Score: -39656412.000000 Penalty: 6296.583984
	Iteration 75Q: 3 clusters Score -3.965641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 324840 members 
Entering Unmasked Estep 
Score: -39656404.000000 Penalty: 6296.583984
	Iteration 76Q: 3 clusters Score -3.96564e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 324840 members 
Entering Unmasked Estep 
Score: -39656404.000000 Penalty: 6296.583984
	Iteration 77F: 3 clusters Score -3.96564e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Entering Unmasked Estep 
Score: -617012.812500 Penalty: 2129.552490
	Iteration 0F: 2 clusters Score -617012.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -612310.687500 Penalty: 4259.104980
	Iteration 0F: 3 clusters Score -612310.7 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -613526.500000 Penalty: 4259.104980
	Iteration 1F: 3 clusters Score -613526.5 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -613818.937500 Penalty: 4259.104980
	Iteration 2F: 3 clusters Score -613818.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -614017.500000 Penalty: 4259.104980
	Iteration 3F: 3 clusters Score -614017.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -614167.875000 Penalty: 4259.104980
	Iteration 4Q: 3 clusters Score -614167.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -614268.687500 Penalty: 4259.104980
	Iteration 5Q: 3 clusters Score -614268.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -614363.625000 Penalty: 4259.104980
	Iteration 6Q: 3 clusters Score -614363.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -614457.750000 Penalty: 4259.104980
	Iteration 7Q: 3 clusters Score -614457.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -614551.000000 Penalty: 4259.104980
	Iteration 8Q: 3 clusters Score -614551 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -614622.875000 Penalty: 4259.104980
	Iteration 9Q: 3 clusters Score -614622.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -614666.125000 Penalty: 4259.104980
	Iteration 10Q: 3 clusters Score -614666.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -614695.687500 Penalty: 4259.104980
	Iteration 11Q: 3 clusters Score -614695.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -614728.250000 Penalty: 4259.104980
	Iteration 12Q: 3 clusters Score -614728.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -614753.875000 Penalty: 4259.104980
	Iteration 13Q: 3 clusters Score -614753.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -614770.187500 Penalty: 4259.104980
	Iteration 14Q: 3 clusters Score -614770.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -614784.187500 Penalty: 4259.104980
	Iteration 15Q: 3 clusters Score -614784.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -614801.562500 Penalty: 4259.104980
	Iteration 16Q: 3 clusters Score -614801.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -614814.687500 Penalty: 4259.104980
	Iteration 17Q: 3 clusters Score -614814.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -614825.937500 Penalty: 4259.104980
	Iteration 18Q: 3 clusters Score -614825.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -614839.750000 Penalty: 4259.104980
	Iteration 19Q: 3 clusters Score -614839.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -614846.937500 Penalty: 4259.104980
	Iteration 20F: 3 clusters Score -614846.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -614854.125000 Penalty: 4259.104980
	Iteration 21Q: 3 clusters Score -614854.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -614858.687500 Penalty: 4259.104980
	Iteration 22Q: 3 clusters Score -614858.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -614866.125000 Penalty: 4259.104980
	Iteration 23Q: 3 clusters Score -614866.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -614874.250000 Penalty: 4259.104980
	Iteration 24Q: 3 clusters Score -614874.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -614884.375000 Penalty: 4259.104980
	Iteration 25Q: 3 clusters Score -614884.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -614897.312500 Penalty: 4259.104980
	Iteration 26Q: 3 clusters Score -614897.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -614909.750000 Penalty: 4259.104980
	Iteration 27Q: 3 clusters Score -614909.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -614922.562500 Penalty: 4259.104980
	Iteration 28Q: 3 clusters Score -614922.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -614935.750000 Penalty: 4259.104980
	Iteration 29Q: 3 clusters Score -614935.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -614948.562500 Penalty: 4259.104980
	Iteration 30Q: 3 clusters Score -614948.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -614966.687500 Penalty: 4259.104980
	Iteration 31Q: 3 clusters Score -614966.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -614985.562500 Penalty: 4259.104980
	Iteration 32Q: 3 clusters Score -614985.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -615013.562500 Penalty: 4259.104980
	Iteration 33Q: 3 clusters Score -615013.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -615041.625000 Penalty: 4259.104980
	Iteration 34Q: 3 clusters Score -615041.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -615071.562500 Penalty: 4259.104980
	Iteration 35Q: 3 clusters Score -615071.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -615099.250000 Penalty: 4259.104980
	Iteration 36Q: 3 clusters Score -615099.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -615120.312500 Penalty: 4259.104980
	Iteration 37Q: 3 clusters Score -615120.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -615139.750000 Penalty: 4259.104980
	Iteration 38Q: 3 clusters Score -615139.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -615155.500000 Penalty: 4259.104980
	Iteration 39Q: 3 clusters Score -615155.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -615174.625000 Penalty: 4259.104980
	Iteration 40F: 3 clusters Score -615174.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -615193.000000 Penalty: 4259.104980
	Iteration 41Q: 3 clusters Score -615193 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -615218.500000 Penalty: 4259.104980
	Iteration 42Q: 3 clusters Score -615218.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -615240.937500 Penalty: 4259.104980
	Iteration 43Q: 3 clusters Score -615240.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -615260.187500 Penalty: 4259.104980
	Iteration 44Q: 3 clusters Score -615260.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -615278.437500 Penalty: 4259.104980
	Iteration 45Q: 3 clusters Score -615278.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -615293.562500 Penalty: 4259.104980
	Iteration 46Q: 3 clusters Score -615293.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -615305.750000 Penalty: 4259.104980
	Iteration 47Q: 3 clusters Score -615305.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -615316.812500 Penalty: 4259.104980
	Iteration 48Q: 3 clusters Score -615316.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -615325.062500 Penalty: 4259.104980
	Iteration 49Q: 3 clusters Score -615325.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -615335.187500 Penalty: 4259.104980
	Iteration 50Q: 3 clusters Score -615335.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -615342.562500 Penalty: 4259.104980
	Iteration 51Q: 3 clusters Score -615342.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -615345.187500 Penalty: 4259.104980
	Iteration 52Q: 3 clusters Score -615345.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -615353.687500 Penalty: 4259.104980
	Iteration 53Q: 3 clusters Score -615353.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -615361.562500 Penalty: 4259.104980
	Iteration 54Q: 3 clusters Score -615361.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -615363.062500 Penalty: 4259.104980
	Iteration 55Q: 3 clusters Score -615363.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -615368.750000 Penalty: 4259.104980
	Iteration 56Q: 3 clusters Score -615368.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -615369.625000 Penalty: 4259.104980
	Iteration 57Q: 3 clusters Score -615369.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -615371.625000 Penalty: 4259.104980
	Iteration 58Q: 3 clusters Score -615371.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -615372.125000 Penalty: 4259.104980
	Iteration 59Q: 3 clusters Score -615372.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -615373.437500 Penalty: 4259.104980
	Iteration 60F: 3 clusters Score -615373.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -615373.687500 Penalty: 4259.104980
	Iteration 61Q: 3 clusters Score -615373.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -615374.000000 Penalty: 4259.104980
	Iteration 62Q: 3 clusters Score -615374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -615375.125000 Penalty: 4259.104980
	Iteration 63Q: 3 clusters Score -615375.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -615377.500000 Penalty: 4259.104980
	Iteration 64Q: 3 clusters Score -615377.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -615378.812500 Penalty: 4259.104980
	Iteration 65Q: 3 clusters Score -615378.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -615382.125000 Penalty: 4259.104980
	Iteration 66Q: 3 clusters Score -615382.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -615387.562500 Penalty: 4259.104980
	Iteration 67Q: 3 clusters Score -615387.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -615390.312500 Penalty: 4259.104980
	Iteration 68Q: 3 clusters Score -615390.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -615393.125000 Penalty: 4259.104980
	Iteration 69Q: 3 clusters Score -615393.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -615395.062500 Penalty: 4259.104980
	Iteration 70Q: 3 clusters Score -615395.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -615396.250000 Penalty: 4259.104980
	Iteration 71Q: 3 clusters Score -615396.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -615396.937500 Penalty: 4259.104980
	Iteration 72Q: 3 clusters Score -615396.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -615398.500000 Penalty: 4259.104980
	Iteration 73Q: 3 clusters Score -615398.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -615398.187500 Penalty: 4259.104980
	Iteration 74Q: 3 clusters Score -615398.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -615398.125000 Penalty: 4259.104980
	Iteration 75Q: 3 clusters Score -615398.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -615398.125000 Penalty: 4259.104980
	Iteration 76F: 3 clusters Score -615398.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -22238.027344 Penalty: 1337.619629
	Iteration 0F: 2 clusters Score -22238.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -21089.667969 Penalty: 2675.239258
	Iteration 0F: 3 clusters Score -21089.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -21181.937500 Penalty: 2675.239258
	Iteration 1F: 3 clusters Score -21181.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -21209.119141 Penalty: 2675.239258
	Iteration 2Q: 3 clusters Score -21209.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -21226.580078 Penalty: 2675.239258
	Iteration 3Q: 3 clusters Score -21226.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -21235.044922 Penalty: 2675.239258
	Iteration 4Q: 3 clusters Score -21235.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -21235.044922 Penalty: 2675.239258
	Iteration 5F: 3 clusters Score -21235.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (82831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82831 members 
Entering Unmasked Estep 
Score: -10115980.000000 Penalty: 2808.490234
	Iteration 0F: 2 clusters Score -1.011598e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41531 members 
Mstep: Class 2 contains 41300 members 
Entering Unmasked Estep 
Score: -10060645.000000 Penalty: 5616.980469
	Iteration 0F: 3 clusters Score -1.006064e+07 nChanged 38825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42206 members 
Mstep: Class 2 contains 40625 members 
Entering Unmasked Estep 
Score: -10082329.000000 Penalty: 5616.980469
	Iteration 1F: 3 clusters Score -1.008233e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42597 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
Score: -10083008.000000 Penalty: 5616.980469
	Iteration 2Q: 3 clusters Score -1.008301e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43138 members 
Mstep: Class 2 contains 39693 members 
Entering Unmasked Estep 
Score: -10083693.000000 Penalty: 5616.980469
	Iteration 3Q: 3 clusters Score -1.008369e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43882 members 
Mstep: Class 2 contains 38949 members 
Entering Unmasked Estep 
Score: -10084509.000000 Penalty: 5616.980469
	Iteration 4Q: 3 clusters Score -1.008451e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44978 members 
Mstep: Class 2 contains 37853 members 
Entering Unmasked Estep 
Score: -10085389.000000 Penalty: 5616.980469
	Iteration 5Q: 3 clusters Score -1.008539e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46591 members 
Mstep: Class 2 contains 36240 members 
Entering Unmasked Estep 
Score: -10086715.000000 Penalty: 5616.980469
	Iteration 6Q: 3 clusters Score -1.008672e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48759 members 
Mstep: Class 2 contains 34072 members 
Entering Unmasked Estep 
Score: -10088376.000000 Penalty: 5616.980469
	Iteration 7Q: 3 clusters Score -1.008838e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51503 members 
Mstep: Class 2 contains 31328 members 
Entering Unmasked Estep 
Score: -10090477.000000 Penalty: 5616.980469
	Iteration 8Q: 3 clusters Score -1.009048e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54912 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -10092913.000000 Penalty: 5616.980469
	Iteration 9F: 3 clusters Score -1.009291e+07 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59070 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -10095984.000000 Penalty: 5616.980469
	Iteration 10F: 3 clusters Score -1.009598e+07 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63563 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -10099327.000000 Penalty: 5616.980469
	Iteration 11F: 3 clusters Score -1.009933e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68152 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -10102712.000000 Penalty: 5616.980469
	Iteration 12F: 3 clusters Score -1.010271e+07 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72171 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -10105693.000000 Penalty: 5616.980469
	Iteration 13Q: 3 clusters Score -1.010569e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75538 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -10108254.000000 Penalty: 5616.980469
	Iteration 14Q: 3 clusters Score -1.010825e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78183 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -10110310.000000 Penalty: 5616.980469
	Iteration 15Q: 3 clusters Score -1.011031e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79889 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -10111614.000000 Penalty: 5616.980469
	Iteration 16Q: 3 clusters Score -1.011161e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80946 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -10112430.000000 Penalty: 5616.980469
	Iteration 17Q: 3 clusters Score -1.011243e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81507 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -10112874.000000 Penalty: 5616.980469
	Iteration 18Q: 3 clusters Score -1.011287e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81833 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -10113130.000000 Penalty: 5616.980469
	Iteration 19Q: 3 clusters Score -1.011313e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82031 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -10113271.000000 Penalty: 5616.980469
	Iteration 20F: 3 clusters Score -1.011327e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82133 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -10113371.000000 Penalty: 5616.980469
	Iteration 21Q: 3 clusters Score -1.011337e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82198 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -10113424.000000 Penalty: 5616.980469
	Iteration 22Q: 3 clusters Score -1.011342e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82235 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -10113475.000000 Penalty: 5616.980469
	Iteration 23Q: 3 clusters Score -1.011348e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82276 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -10113518.000000 Penalty: 5616.980469
	Iteration 24Q: 3 clusters Score -1.011352e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82307 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -10113543.000000 Penalty: 5616.980469
	Iteration 25Q: 3 clusters Score -1.011354e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82320 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -10113558.000000 Penalty: 5616.980469
	Iteration 26Q: 3 clusters Score -1.011356e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82332 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -10113566.000000 Penalty: 5616.980469
	Iteration 27Q: 3 clusters Score -1.011357e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82342 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -10113578.000000 Penalty: 5616.980469
	Iteration 28Q: 3 clusters Score -1.011358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82347 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -10113581.000000 Penalty: 5616.980469
	Iteration 29Q: 3 clusters Score -1.011358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82350 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -10113583.000000 Penalty: 5616.980469
	Iteration 30Q: 3 clusters Score -1.011358e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82352 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -10113590.000000 Penalty: 5616.980469
	Iteration 31Q: 3 clusters Score -1.011359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82355 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -10113592.000000 Penalty: 5616.980469
	Iteration 32Q: 3 clusters Score -1.011359e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82356 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -10113593.000000 Penalty: 5616.980469
	Iteration 33Q: 3 clusters Score -1.011359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82357 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -10113596.000000 Penalty: 5616.980469
	Iteration 34Q: 3 clusters Score -1.01136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82356 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -10113599.000000 Penalty: 5616.980469
	Iteration 35Q: 3 clusters Score -1.01136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82355 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -10113601.000000 Penalty: 5616.980469
	Iteration 36Q: 3 clusters Score -1.01136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82355 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -10113599.000000 Penalty: 5616.980469
	Iteration 37Q: 3 clusters Score -1.01136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82356 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -10113600.000000 Penalty: 5616.980469
	Iteration 38Q: 3 clusters Score -1.01136e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82356 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -10113600.000000 Penalty: 5616.980469
	Iteration 39F: 3 clusters Score -1.01136e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Entering Unmasked Estep 
Score: -83686.273438 Penalty: 1667.808350
	Iteration 0F: 2 clusters Score -83686.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -81905.492188 Penalty: 3335.616699
	Iteration 0F: 3 clusters Score -81905.49 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -82244.359375 Penalty: 3335.616699
	Iteration 1F: 3 clusters Score -82244.36 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -82394.554688 Penalty: 3335.616699
	Iteration 2F: 3 clusters Score -82394.55 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -82508.359375 Penalty: 3335.616699
	Iteration 3F: 3 clusters Score -82508.36 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -82600.718750 Penalty: 3335.616699
	Iteration 4Q: 3 clusters Score -82600.72 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -82659.726562 Penalty: 3335.616699
	Iteration 5Q: 3 clusters Score -82659.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -82695.906250 Penalty: 3335.616699
	Iteration 6Q: 3 clusters Score -82695.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -82707.476562 Penalty: 3335.616699
	Iteration 7Q: 3 clusters Score -82707.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -82737.250000 Penalty: 3335.616699
	Iteration 8Q: 3 clusters Score -82737.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -82751.109375 Penalty: 3335.616699
	Iteration 9Q: 3 clusters Score -82751.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -82759.570312 Penalty: 3335.616699
	Iteration 10Q: 3 clusters Score -82759.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -82761.000000 Penalty: 3335.616699
	Iteration 11Q: 3 clusters Score -82761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -82763.015625 Penalty: 3335.616699
	Iteration 12Q: 3 clusters Score -82763.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -82769.531250 Penalty: 3335.616699
	Iteration 13Q: 3 clusters Score -82769.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -82774.460938 Penalty: 3335.616699
	Iteration 14Q: 3 clusters Score -82774.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -82786.093750 Penalty: 3335.616699
	Iteration 15Q: 3 clusters Score -82786.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -82796.101562 Penalty: 3335.616699
	Iteration 16Q: 3 clusters Score -82796.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -82805.562500 Penalty: 3335.616699
	Iteration 17Q: 3 clusters Score -82805.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -82811.664062 Penalty: 3335.616699
	Iteration 18Q: 3 clusters Score -82811.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -82814.351562 Penalty: 3335.616699
	Iteration 19Q: 3 clusters Score -82814.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -82817.250000 Penalty: 3335.616699
	Iteration 20F: 3 clusters Score -82817.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -82819.414062 Penalty: 3335.616699
	Iteration 21Q: 3 clusters Score -82819.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -82819.414062 Penalty: 3335.616699
	Iteration 22F: 3 clusters Score -82819.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (92390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92390 members 
Entering Unmasked Estep 
Score: -11298641.000000 Penalty: 2835.575928
	Iteration 0F: 2 clusters Score -1.129864e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46164 members 
Mstep: Class 2 contains 46226 members 
Entering Unmasked Estep 
Score: -11237106.000000 Penalty: 5671.151855
	Iteration 0F: 3 clusters Score -1.123711e+07 nChanged 43492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45474 members 
Mstep: Class 2 contains 46916 members 
Entering Unmasked Estep 
Score: -11261573.000000 Penalty: 5671.151855
	Iteration 1F: 3 clusters Score -1.126157e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45086 members 
Mstep: Class 2 contains 47304 members 
Entering Unmasked Estep 
Score: -11262150.000000 Penalty: 5671.151855
	Iteration 2Q: 3 clusters Score -1.126215e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44482 members 
Mstep: Class 2 contains 47908 members 
Entering Unmasked Estep 
Score: -11262807.000000 Penalty: 5671.151855
	Iteration 3Q: 3 clusters Score -1.126281e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43599 members 
Mstep: Class 2 contains 48791 members 
Entering Unmasked Estep 
Score: -11263603.000000 Penalty: 5671.151855
	Iteration 4Q: 3 clusters Score -1.12636e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42368 members 
Mstep: Class 2 contains 50022 members 
Entering Unmasked Estep 
Score: -11264497.000000 Penalty: 5671.151855
	Iteration 5Q: 3 clusters Score -1.12645e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40644 members 
Mstep: Class 2 contains 51746 members 
Entering Unmasked Estep 
Score: -11265878.000000 Penalty: 5671.151855
	Iteration 6Q: 3 clusters Score -1.126588e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38210 members 
Mstep: Class 2 contains 54180 members 
Entering Unmasked Estep 
Score: -11267663.000000 Penalty: 5671.151855
	Iteration 7Q: 3 clusters Score -1.126766e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35009 members 
Mstep: Class 2 contains 57381 members 
Entering Unmasked Estep 
Score: -11270122.000000 Penalty: 5671.151855
	Iteration 8Q: 3 clusters Score -1.127012e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31054 members 
Mstep: Class 2 contains 61336 members 
Entering Unmasked Estep 
Score: -11273296.000000 Penalty: 5671.151855
	Iteration 9F: 3 clusters Score -1.12733e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 65794 members 
Entering Unmasked Estep 
Score: -11277069.000000 Penalty: 5671.151855
	Iteration 10F: 3 clusters Score -1.127707e+07 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 70337 members 
Entering Unmasked Estep 
Score: -11280833.000000 Penalty: 5671.151855
	Iteration 11F: 3 clusters Score -1.128083e+07 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 74473 members 
Entering Unmasked Estep 
Score: -11284222.000000 Penalty: 5671.151855
	Iteration 12F: 3 clusters Score -1.128422e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 77966 members 
Entering Unmasked Estep 
Score: -11287036.000000 Penalty: 5671.151855
	Iteration 13Q: 3 clusters Score -1.128704e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 80759 members 
Entering Unmasked Estep 
Score: -11289126.000000 Penalty: 5671.151855
	Iteration 14Q: 3 clusters Score -1.128913e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 82987 members 
Entering Unmasked Estep 
Score: -11290637.000000 Penalty: 5671.151855
	Iteration 15Q: 3 clusters Score -1.129064e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 84924 members 
Entering Unmasked Estep 
Score: -11291924.000000 Penalty: 5671.151855
	Iteration 16Q: 3 clusters Score -1.129192e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 86585 members 
Entering Unmasked Estep 
Score: -11292918.000000 Penalty: 5671.151855
	Iteration 17Q: 3 clusters Score -1.129292e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 87938 members 
Entering Unmasked Estep 
Score: -11293780.000000 Penalty: 5671.151855
	Iteration 18Q: 3 clusters Score -1.129378e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 89049 members 
Entering Unmasked Estep 
Score: -11294447.000000 Penalty: 5671.151855
	Iteration 19Q: 3 clusters Score -1.129445e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 89885 members 
Entering Unmasked Estep 
Score: -11294990.000000 Penalty: 5671.151855
	Iteration 20F: 3 clusters Score -1.129499e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 90506 members 
Entering Unmasked Estep 
Score: -11295374.000000 Penalty: 5671.151855
	Iteration 21Q: 3 clusters Score -1.129537e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 90927 members 
Entering Unmasked Estep 
Score: -11295610.000000 Penalty: 5671.151855
	Iteration 22Q: 3 clusters Score -1.129561e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 91185 members 
Entering Unmasked Estep 
Score: -11295771.000000 Penalty: 5671.151855
	Iteration 23Q: 3 clusters Score -1.129577e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 91364 members 
Entering Unmasked Estep 
Score: -11295886.000000 Penalty: 5671.151855
	Iteration 24Q: 3 clusters Score -1.129589e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 91497 members 
Entering Unmasked Estep 
Score: -11295973.000000 Penalty: 5671.151855
	Iteration 25Q: 3 clusters Score -1.129597e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 91588 members 
Entering Unmasked Estep 
Score: -11296031.000000 Penalty: 5671.151855
	Iteration 26Q: 3 clusters Score -1.129603e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 91652 members 
Entering Unmasked Estep 
Score: -11296078.000000 Penalty: 5671.151855
	Iteration 27Q: 3 clusters Score -1.129608e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 91690 members 
Entering Unmasked Estep 
Score: -11296109.000000 Penalty: 5671.151855
	Iteration 28Q: 3 clusters Score -1.129611e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 91725 members 
Entering Unmasked Estep 
Score: -11296135.000000 Penalty: 5671.151855
	Iteration 29Q: 3 clusters Score -1.129614e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 91751 members 
Entering Unmasked Estep 
Score: -11296148.000000 Penalty: 5671.151855
	Iteration 30Q: 3 clusters Score -1.129615e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 91777 members 
Entering Unmasked Estep 
Score: -11296180.000000 Penalty: 5671.151855
	Iteration 31Q: 3 clusters Score -1.129618e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 91805 members 
Entering Unmasked Estep 
Score: -11296202.000000 Penalty: 5671.151855
	Iteration 32Q: 3 clusters Score -1.12962e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 91818 members 
Entering Unmasked Estep 
Score: -11296195.000000 Penalty: 5671.151855
	Iteration 33Q: 3 clusters Score -1.12962e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 91829 members 
Entering Unmasked Estep 
Score: -11296197.000000 Penalty: 5671.151855
	Iteration 34Q: 3 clusters Score -1.12962e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 91844 members 
Entering Unmasked Estep 
Score: -11296202.000000 Penalty: 5671.151855
	Iteration 35Q: 3 clusters Score -1.12962e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 91857 members 
Entering Unmasked Estep 
Score: -11296211.000000 Penalty: 5671.151855
	Iteration 36Q: 3 clusters Score -1.129621e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 91868 members 
Entering Unmasked Estep 
Score: -11296222.000000 Penalty: 5671.151855
	Iteration 37Q: 3 clusters Score -1.129622e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 91872 members 
Entering Unmasked Estep 
Score: -11296217.000000 Penalty: 5671.151855
	Iteration 38Q: 3 clusters Score -1.129622e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 91876 members 
Entering Unmasked Estep 
Score: -11296221.000000 Penalty: 5671.151855
	Iteration 39Q: 3 clusters Score -1.129622e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 91883 members 
Entering Unmasked Estep 
Score: -11296240.000000 Penalty: 5671.151855
	Iteration 40F: 3 clusters Score -1.129624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 91887 members 
Entering Unmasked Estep 
Score: -11296240.000000 Penalty: 5671.151855
	Iteration 41Q: 3 clusters Score -1.129624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 91888 members 
Entering Unmasked Estep 
Score: -11296244.000000 Penalty: 5671.151855
	Iteration 42Q: 3 clusters Score -1.129624e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 91888 members 
Entering Unmasked Estep 
Score: -11296244.000000 Penalty: 5671.151855
	Iteration 43F: 3 clusters Score -1.129624e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (56457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56457 members 
Entering Unmasked Estep 
Score: -6347592.000000 Penalty: 2713.426270
	Iteration 0F: 2 clusters Score -6347592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 28375 members 
Entering Unmasked Estep 
Score: -6309485.000000 Penalty: 5426.852539
	Iteration 0F: 3 clusters Score -6309485 nChanged 26253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 29810 members 
Entering Unmasked Estep 
Score: -6324408.500000 Penalty: 5426.852539
	Iteration 1F: 3 clusters Score -6324408 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 30761 members 
Entering Unmasked Estep 
Score: -6325317.000000 Penalty: 5426.852539
	Iteration 2Q: 3 clusters Score -6325317 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
Score: -6326313.000000 Penalty: 5426.852539
	Iteration 3Q: 3 clusters Score -6326313 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 33764 members 
Entering Unmasked Estep 
Score: -6327590.500000 Penalty: 5426.852539
	Iteration 4Q: 3 clusters Score -6327590 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -6329371.000000 Penalty: 5426.852539
	Iteration 5F: 3 clusters Score -6329371 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 38747 members 
Entering Unmasked Estep 
Score: -6331557.000000 Penalty: 5426.852539
	Iteration 6F: 3 clusters Score -6331557 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 41817 members 
Entering Unmasked Estep 
Score: -6334312.000000 Penalty: 5426.852539
	Iteration 7F: 3 clusters Score -6334312 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 45016 members 
Entering Unmasked Estep 
Score: -6337192.500000 Penalty: 5426.852539
	Iteration 8F: 3 clusters Score -6337192 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 47907 members 
Entering Unmasked Estep 
Score: -6339938.000000 Penalty: 5426.852539
	Iteration 9F: 3 clusters Score -6339938 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 50212 members 
Entering Unmasked Estep 
Score: -6342086.500000 Penalty: 5426.852539
	Iteration 10Q: 3 clusters Score -6342086 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 51721 members 
Entering Unmasked Estep 
Score: -6343573.500000 Penalty: 5426.852539
	Iteration 11Q: 3 clusters Score -6343574 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 52621 members 
Entering Unmasked Estep 
Score: -6344529.500000 Penalty: 5426.852539
	Iteration 12Q: 3 clusters Score -6344530 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 53152 members 
Entering Unmasked Estep 
Score: -6345028.500000 Penalty: 5426.852539
	Iteration 13Q: 3 clusters Score -6345028 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 53521 members 
Entering Unmasked Estep 
Score: -6345357.000000 Penalty: 5426.852539
	Iteration 14Q: 3 clusters Score -6345357 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 53785 members 
Entering Unmasked Estep 
Score: -6345588.000000 Penalty: 5426.852539
	Iteration 15Q: 3 clusters Score -6345588 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 53982 members 
Entering Unmasked Estep 
Score: -6345834.000000 Penalty: 5426.852539
	Iteration 16Q: 3 clusters Score -6345834 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 54126 members 
Entering Unmasked Estep 
Score: -6346099.000000 Penalty: 5426.852539
	Iteration 17Q: 3 clusters Score -6346099 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 54201 members 
Entering Unmasked Estep 
Score: -6346305.000000 Penalty: 5426.852539
	Iteration 18Q: 3 clusters Score -6346305 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 54234 members 
Entering Unmasked Estep 
Score: -6346428.000000 Penalty: 5426.852539
	Iteration 19Q: 3 clusters Score -6346428 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 54281 members 
Entering Unmasked Estep 
Score: -6346530.000000 Penalty: 5426.852539
	Iteration 20F: 3 clusters Score -6346530 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 54307 members 
Entering Unmasked Estep 
Score: -6346594.000000 Penalty: 5426.852539
	Iteration 21Q: 3 clusters Score -6346594 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 54328 members 
Entering Unmasked Estep 
Score: -6346643.000000 Penalty: 5426.852539
	Iteration 22Q: 3 clusters Score -6346643 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 54346 members 
Entering Unmasked Estep 
Score: -6346666.500000 Penalty: 5426.852539
	Iteration 23Q: 3 clusters Score -6346666 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 54354 members 
Entering Unmasked Estep 
Score: -6346689.000000 Penalty: 5426.852539
	Iteration 24Q: 3 clusters Score -6346689 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 54365 members 
Entering Unmasked Estep 
Score: -6346697.000000 Penalty: 5426.852539
	Iteration 25Q: 3 clusters Score -6346697 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 54361 members 
Entering Unmasked Estep 
Score: -6346705.000000 Penalty: 5426.852539
	Iteration 26Q: 3 clusters Score -6346705 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 54362 members 
Entering Unmasked Estep 
Score: -6346717.500000 Penalty: 5426.852539
	Iteration 27Q: 3 clusters Score -6346718 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 54358 members 
Entering Unmasked Estep 
Score: -6346723.000000 Penalty: 5426.852539
	Iteration 28Q: 3 clusters Score -6346723 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 54364 members 
Entering Unmasked Estep 
Score: -6346731.500000 Penalty: 5426.852539
	Iteration 29Q: 3 clusters Score -6346732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 54368 members 
Entering Unmasked Estep 
Score: -6346727.000000 Penalty: 5426.852539
	Iteration 30Q: 3 clusters Score -6346727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 54370 members 
Entering Unmasked Estep 
Score: -6346722.500000 Penalty: 5426.852539
	Iteration 31Q: 3 clusters Score -6346722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 54371 members 
Entering Unmasked Estep 
Score: -6346725.000000 Penalty: 5426.852539
	Iteration 32Q: 3 clusters Score -6346725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 54370 members 
Entering Unmasked Estep 
Score: -6346728.000000 Penalty: 5426.852539
	Iteration 33Q: 3 clusters Score -6346728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 54369 members 
Entering Unmasked Estep 
Score: -6346728.500000 Penalty: 5426.852539
	Iteration 34Q: 3 clusters Score -6346728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 54369 members 
Entering Unmasked Estep 
Score: -6346728.500000 Penalty: 5426.852539
	Iteration 35F: 3 clusters Score -6346728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Entering Unmasked Estep 
Score: -644404.062500 Penalty: 2126.152588
	Iteration 0F: 2 clusters Score -644404.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -639770.875000 Penalty: 4252.305176
	Iteration 0F: 3 clusters Score -639770.9 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -641391.562500 Penalty: 4252.305176
	Iteration 1F: 3 clusters Score -641391.6 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -642012.000000 Penalty: 4252.305176
	Iteration 2F: 3 clusters Score -642012 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -642564.500000 Penalty: 4252.305176
	Iteration 3F: 3 clusters Score -642564.5 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -642942.687500 Penalty: 4252.305176
	Iteration 4F: 3 clusters Score -642942.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -643159.437500 Penalty: 4252.305176
	Iteration 5F: 3 clusters Score -643159.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -643283.250000 Penalty: 4252.305176
	Iteration 6Q: 3 clusters Score -643283.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -643379.875000 Penalty: 4252.305176
	Iteration 7Q: 3 clusters Score -643379.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -643452.687500 Penalty: 4252.305176
	Iteration 8Q: 3 clusters Score -643452.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -643506.125000 Penalty: 4252.305176
	Iteration 9Q: 3 clusters Score -643506.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -643542.312500 Penalty: 4252.305176
	Iteration 10Q: 3 clusters Score -643542.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -643564.875000 Penalty: 4252.305176
	Iteration 11Q: 3 clusters Score -643564.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -643583.750000 Penalty: 4252.305176
	Iteration 12Q: 3 clusters Score -643583.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -643592.000000 Penalty: 4252.305176
	Iteration 13Q: 3 clusters Score -643592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -643600.750000 Penalty: 4252.305176
	Iteration 14Q: 3 clusters Score -643600.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -643610.750000 Penalty: 4252.305176
	Iteration 15Q: 3 clusters Score -643610.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -643617.375000 Penalty: 4252.305176
	Iteration 16Q: 3 clusters Score -643617.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -643623.500000 Penalty: 4252.305176
	Iteration 17Q: 3 clusters Score -643623.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -643626.562500 Penalty: 4252.305176
	Iteration 18Q: 3 clusters Score -643626.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -643632.062500 Penalty: 4252.305176
	Iteration 19Q: 3 clusters Score -643632.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -643635.687500 Penalty: 4252.305176
	Iteration 20F: 3 clusters Score -643635.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -643637.937500 Penalty: 4252.305176
	Iteration 21Q: 3 clusters Score -643637.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -643640.187500 Penalty: 4252.305176
	Iteration 22Q: 3 clusters Score -643640.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -643641.000000 Penalty: 4252.305176
	Iteration 23Q: 3 clusters Score -643641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -643641.875000 Penalty: 4252.305176
	Iteration 24Q: 3 clusters Score -643641.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -643642.375000 Penalty: 4252.305176
	Iteration 25Q: 3 clusters Score -643642.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -643644.562500 Penalty: 4252.305176
	Iteration 26Q: 3 clusters Score -643644.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -643645.312500 Penalty: 4252.305176
	Iteration 27Q: 3 clusters Score -643645.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -643645.312500 Penalty: 4252.305176
	Iteration 28F: 3 clusters Score -643645.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Entering Unmasked Estep 
Score: -1062995.125000 Penalty: 2254.957520
	Iteration 0F: 2 clusters Score -1062995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1056062.875000 Penalty: 4509.915039
	Iteration 0F: 3 clusters Score -1056063 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1058055.000000 Penalty: 4509.915039
	Iteration 1F: 3 clusters Score -1058055 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1058346.625000 Penalty: 4509.915039
	Iteration 2F: 3 clusters Score -1058347 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1058545.750000 Penalty: 4509.915039
	Iteration 3Q: 3 clusters Score -1058546 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1058707.250000 Penalty: 4509.915039
	Iteration 4Q: 3 clusters Score -1058707 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1058877.250000 Penalty: 4509.915039
	Iteration 5Q: 3 clusters Score -1058877 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1059074.000000 Penalty: 4509.915039
	Iteration 6Q: 3 clusters Score -1059074 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1059301.000000 Penalty: 4509.915039
	Iteration 7Q: 3 clusters Score -1059301 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1059540.375000 Penalty: 4509.915039
	Iteration 8Q: 3 clusters Score -1059540 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1059769.375000 Penalty: 4509.915039
	Iteration 9Q: 3 clusters Score -1059769 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1059983.875000 Penalty: 4509.915039
	Iteration 10Q: 3 clusters Score -1059984 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1060183.375000 Penalty: 4509.915039
	Iteration 11Q: 3 clusters Score -1060183 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1060355.375000 Penalty: 4509.915039
	Iteration 12Q: 3 clusters Score -1060355 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1060513.375000 Penalty: 4509.915039
	Iteration 13Q: 3 clusters Score -1060513 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1060622.750000 Penalty: 4509.915039
	Iteration 14Q: 3 clusters Score -1060623 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1060713.000000 Penalty: 4509.915039
	Iteration 15Q: 3 clusters Score -1060713 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1060796.875000 Penalty: 4509.915039
	Iteration 16Q: 3 clusters Score -1060797 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1060857.250000 Penalty: 4509.915039
	Iteration 17Q: 3 clusters Score -1060857 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1060919.250000 Penalty: 4509.915039
	Iteration 18Q: 3 clusters Score -1060919 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1060965.375000 Penalty: 4509.915039
	Iteration 19Q: 3 clusters Score -1060965 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1061003.000000 Penalty: 4509.915039
	Iteration 20F: 3 clusters Score -1061003 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1061031.125000 Penalty: 4509.915039
	Iteration 21Q: 3 clusters Score -1061031 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1061051.250000 Penalty: 4509.915039
	Iteration 22Q: 3 clusters Score -1061051 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1061075.625000 Penalty: 4509.915039
	Iteration 23Q: 3 clusters Score -1061076 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1061095.750000 Penalty: 4509.915039
	Iteration 24Q: 3 clusters Score -1061096 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1061113.250000 Penalty: 4509.915039
	Iteration 25Q: 3 clusters Score -1061113 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1061131.125000 Penalty: 4509.915039
	Iteration 26Q: 3 clusters Score -1061131 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1061144.750000 Penalty: 4509.915039
	Iteration 27Q: 3 clusters Score -1061145 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1061155.875000 Penalty: 4509.915039
	Iteration 28Q: 3 clusters Score -1061156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1061169.625000 Penalty: 4509.915039
	Iteration 29Q: 3 clusters Score -1061170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1061179.000000 Penalty: 4509.915039
	Iteration 30Q: 3 clusters Score -1061179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1061185.750000 Penalty: 4509.915039
	Iteration 31Q: 3 clusters Score -1061186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1061190.125000 Penalty: 4509.915039
	Iteration 32Q: 3 clusters Score -1061190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1061195.375000 Penalty: 4509.915039
	Iteration 33Q: 3 clusters Score -1061195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1061197.125000 Penalty: 4509.915039
	Iteration 34Q: 3 clusters Score -1061197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1061200.875000 Penalty: 4509.915039
	Iteration 35Q: 3 clusters Score -1061201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1061201.625000 Penalty: 4509.915039
	Iteration 36Q: 3 clusters Score -1061202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1061203.250000 Penalty: 4509.915039
	Iteration 37Q: 3 clusters Score -1061203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1061207.750000 Penalty: 4509.915039
	Iteration 38Q: 3 clusters Score -1061208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1061210.000000 Penalty: 4509.915039
	Iteration 39Q: 3 clusters Score -1061210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1061210.500000 Penalty: 4509.915039
	Iteration 40F: 3 clusters Score -1061210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1061211.625000 Penalty: 4509.915039
	Iteration 41Q: 3 clusters Score -1061212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1061210.500000 Penalty: 4509.915039
	Iteration 42Q: 3 clusters Score -1061210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1061210.500000 Penalty: 4509.915039
	Iteration 43F: 3 clusters Score -1061210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Entering Unmasked Estep 
Score: -676979.500000 Penalty: 2168.514404
	Iteration 0F: 2 clusters Score -676979.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -671703.875000 Penalty: 4337.028809
	Iteration 0F: 3 clusters Score -671703.9 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -673364.187500 Penalty: 4337.028809
	Iteration 1F: 3 clusters Score -673364.2 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -673910.937500 Penalty: 4337.028809
	Iteration 2F: 3 clusters Score -673910.9 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -674399.625000 Penalty: 4337.028809
	Iteration 3F: 3 clusters Score -674399.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -674789.875000 Penalty: 4337.028809
	Iteration 4F: 3 clusters Score -674789.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -675092.312500 Penalty: 4337.028809
	Iteration 5F: 3 clusters Score -675092.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -675327.687500 Penalty: 4337.028809
	Iteration 6Q: 3 clusters Score -675327.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -675496.812500 Penalty: 4337.028809
	Iteration 7Q: 3 clusters Score -675496.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -675611.187500 Penalty: 4337.028809
	Iteration 8Q: 3 clusters Score -675611.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -675683.562500 Penalty: 4337.028809
	Iteration 9Q: 3 clusters Score -675683.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -675726.187500 Penalty: 4337.028809
	Iteration 10Q: 3 clusters Score -675726.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -675761.187500 Penalty: 4337.028809
	Iteration 11Q: 3 clusters Score -675761.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -675791.750000 Penalty: 4337.028809
	Iteration 12Q: 3 clusters Score -675791.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -675808.875000 Penalty: 4337.028809
	Iteration 13Q: 3 clusters Score -675808.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -675828.437500 Penalty: 4337.028809
	Iteration 14Q: 3 clusters Score -675828.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -675843.250000 Penalty: 4337.028809
	Iteration 15Q: 3 clusters Score -675843.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -675852.562500 Penalty: 4337.028809
	Iteration 16Q: 3 clusters Score -675852.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -675860.312500 Penalty: 4337.028809
	Iteration 17Q: 3 clusters Score -675860.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -675867.500000 Penalty: 4337.028809
	Iteration 18Q: 3 clusters Score -675867.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -675873.687500 Penalty: 4337.028809
	Iteration 19Q: 3 clusters Score -675873.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -675876.625000 Penalty: 4337.028809
	Iteration 20F: 3 clusters Score -675876.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -675878.937500 Penalty: 4337.028809
	Iteration 21Q: 3 clusters Score -675878.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -675882.062500 Penalty: 4337.028809
	Iteration 22Q: 3 clusters Score -675882.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -675883.562500 Penalty: 4337.028809
	Iteration 23Q: 3 clusters Score -675883.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -675885.437500 Penalty: 4337.028809
	Iteration 24Q: 3 clusters Score -675885.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -675885.937500 Penalty: 4337.028809
	Iteration 25Q: 3 clusters Score -675885.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -675886.125000 Penalty: 4337.028809
	Iteration 26Q: 3 clusters Score -675886.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -675886.437500 Penalty: 4337.028809
	Iteration 27Q: 3 clusters Score -675886.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -675888.937500 Penalty: 4337.028809
	Iteration 28Q: 3 clusters Score -675888.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -675889.812500 Penalty: 4337.028809
	Iteration 29Q: 3 clusters Score -675889.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -675892.375000 Penalty: 4337.028809
	Iteration 30Q: 3 clusters Score -675892.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -675892.875000 Penalty: 4337.028809
	Iteration 31Q: 3 clusters Score -675892.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -675892.875000 Penalty: 4337.028809
	Iteration 32Q: 3 clusters Score -675892.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -675895.187500 Penalty: 4337.028809
	Iteration 33Q: 3 clusters Score -675895.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -675895.375000 Penalty: 4337.028809
	Iteration 34Q: 3 clusters Score -675895.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -675895.750000 Penalty: 4337.028809
	Iteration 35Q: 3 clusters Score -675895.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -675898.125000 Penalty: 4337.028809
	Iteration 36Q: 3 clusters Score -675898.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -675897.812500 Penalty: 4337.028809
	Iteration 37Q: 3 clusters Score -675897.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -675900.000000 Penalty: 4337.028809
	Iteration 38Q: 3 clusters Score -675900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -675902.125000 Penalty: 4337.028809
	Iteration 39Q: 3 clusters Score -675902.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -675903.312500 Penalty: 4337.028809
	Iteration 40F: 3 clusters Score -675903.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -675905.750000 Penalty: 4337.028809
	Iteration 41Q: 3 clusters Score -675905.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -675909.250000 Penalty: 4337.028809
	Iteration 42Q: 3 clusters Score -675909.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -675911.562500 Penalty: 4337.028809
	Iteration 43Q: 3 clusters Score -675911.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -675911.437500 Penalty: 4337.028809
	Iteration 44Q: 3 clusters Score -675911.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -675913.187500 Penalty: 4337.028809
	Iteration 45Q: 3 clusters Score -675913.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -675913.187500 Penalty: 4337.028809
	Iteration 46F: 3 clusters Score -675913.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Entering Unmasked Estep 
Score: -1220813.625000 Penalty: 2298.591553
	Iteration 0F: 2 clusters Score -1220814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1212758.750000 Penalty: 4597.183105
	Iteration 0F: 3 clusters Score -1212759 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1215018.000000 Penalty: 4597.183105
	Iteration 1F: 3 clusters Score -1215018 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1215450.125000 Penalty: 4597.183105
	Iteration 2F: 3 clusters Score -1215450 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1215907.500000 Penalty: 4597.183105
	Iteration 3F: 3 clusters Score -1215908 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1216395.125000 Penalty: 4597.183105
	Iteration 4F: 3 clusters Score -1216395 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1216967.750000 Penalty: 4597.183105
	Iteration 5F: 3 clusters Score -1216968 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1217543.375000 Penalty: 4597.183105
	Iteration 6F: 3 clusters Score -1217543 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1218048.750000 Penalty: 4597.183105
	Iteration 7F: 3 clusters Score -1218049 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1218448.250000 Penalty: 4597.183105
	Iteration 8F: 3 clusters Score -1218448 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1218743.125000 Penalty: 4597.183105
	Iteration 9Q: 3 clusters Score -1218743 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1218948.375000 Penalty: 4597.183105
	Iteration 10Q: 3 clusters Score -1218948 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1219104.000000 Penalty: 4597.183105
	Iteration 11Q: 3 clusters Score -1219104 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1219238.750000 Penalty: 4597.183105
	Iteration 12Q: 3 clusters Score -1219239 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1219338.125000 Penalty: 4597.183105
	Iteration 13Q: 3 clusters Score -1219338 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1219405.375000 Penalty: 4597.183105
	Iteration 14Q: 3 clusters Score -1219405 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1219461.750000 Penalty: 4597.183105
	Iteration 15Q: 3 clusters Score -1219462 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1219514.625000 Penalty: 4597.183105
	Iteration 16Q: 3 clusters Score -1219515 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1219549.625000 Penalty: 4597.183105
	Iteration 17Q: 3 clusters Score -1219550 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1219580.125000 Penalty: 4597.183105
	Iteration 18Q: 3 clusters Score -1219580 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1219600.625000 Penalty: 4597.183105
	Iteration 19Q: 3 clusters Score -1219601 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1219620.125000 Penalty: 4597.183105
	Iteration 20F: 3 clusters Score -1219620 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1219633.125000 Penalty: 4597.183105
	Iteration 21Q: 3 clusters Score -1219633 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1219641.125000 Penalty: 4597.183105
	Iteration 22Q: 3 clusters Score -1219641 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1219648.000000 Penalty: 4597.183105
	Iteration 23Q: 3 clusters Score -1219648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1219651.875000 Penalty: 4597.183105
	Iteration 24Q: 3 clusters Score -1219652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1219655.500000 Penalty: 4597.183105
	Iteration 25Q: 3 clusters Score -1219656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1219660.125000 Penalty: 4597.183105
	Iteration 26Q: 3 clusters Score -1219660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1219661.750000 Penalty: 4597.183105
	Iteration 27Q: 3 clusters Score -1219662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1219662.750000 Penalty: 4597.183105
	Iteration 28Q: 3 clusters Score -1219663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1219665.875000 Penalty: 4597.183105
	Iteration 29Q: 3 clusters Score -1219666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1219666.625000 Penalty: 4597.183105
	Iteration 30Q: 3 clusters Score -1219667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1219664.875000 Penalty: 4597.183105
	Iteration 31Q: 3 clusters Score -1219665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1219667.375000 Penalty: 4597.183105
	Iteration 32Q: 3 clusters Score -1219667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1219666.250000 Penalty: 4597.183105
	Iteration 33Q: 3 clusters Score -1219666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1219668.625000 Penalty: 4597.183105
	Iteration 34Q: 3 clusters Score -1219669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1219670.250000 Penalty: 4597.183105
	Iteration 35Q: 3 clusters Score -1219670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1219670.250000 Penalty: 4597.183105
	Iteration 36Q: 3 clusters Score -1219670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1219672.625000 Penalty: 4597.183105
	Iteration 37Q: 3 clusters Score -1219673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1219674.250000 Penalty: 4597.183105
	Iteration 38Q: 3 clusters Score -1219674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1219674.125000 Penalty: 4597.183105
	Iteration 39Q: 3 clusters Score -1219674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1219677.250000 Penalty: 4597.183105
	Iteration 40F: 3 clusters Score -1219677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1219678.250000 Penalty: 4597.183105
	Iteration 41Q: 3 clusters Score -1219678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1219678.875000 Penalty: 4597.183105
	Iteration 42Q: 3 clusters Score -1219679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1219680.625000 Penalty: 4597.183105
	Iteration 43Q: 3 clusters Score -1219681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1219681.125000 Penalty: 4597.183105
	Iteration 44Q: 3 clusters Score -1219681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1219682.125000 Penalty: 4597.183105
	Iteration 45Q: 3 clusters Score -1219682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1219686.000000 Penalty: 4597.183105
	Iteration 46Q: 3 clusters Score -1219686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1219689.750000 Penalty: 4597.183105
	Iteration 47Q: 3 clusters Score -1219690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1219689.500000 Penalty: 4597.183105
	Iteration 48Q: 3 clusters Score -1219690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1219693.125000 Penalty: 4597.183105
	Iteration 49Q: 3 clusters Score -1219693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1219694.375000 Penalty: 4597.183105
	Iteration 50Q: 3 clusters Score -1219694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1219697.000000 Penalty: 4597.183105
	Iteration 51Q: 3 clusters Score -1219697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1219695.000000 Penalty: 4597.183105
	Iteration 52Q: 3 clusters Score -1219695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1219697.250000 Penalty: 4597.183105
	Iteration 53Q: 3 clusters Score -1219697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1219697.250000 Penalty: 4597.183105
	Iteration 54F: 3 clusters Score -1219697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (42510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42510 members 
Entering Unmasked Estep 
Score: -5150087.000000 Penalty: 2643.058594
	Iteration 0F: 2 clusters Score -5150087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -5121235.500000 Penalty: 5286.117188
	Iteration 0F: 3 clusters Score -5121236 nChanged 19541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -5132664.000000 Penalty: 5286.117188
	Iteration 1F: 3 clusters Score -5132664 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -5134002.500000 Penalty: 5286.117188
	Iteration 2F: 3 clusters Score -5134002 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -5135605.000000 Penalty: 5286.117188
	Iteration 3F: 3 clusters Score -5135605 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -5137345.000000 Penalty: 5286.117188
	Iteration 4F: 3 clusters Score -5137345 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -5139173.000000 Penalty: 5286.117188
	Iteration 5F: 3 clusters Score -5139173 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -5140807.000000 Penalty: 5286.117188
	Iteration 6F: 3 clusters Score -5140807 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -5142179.500000 Penalty: 5286.117188
	Iteration 7F: 3 clusters Score -5142180 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -5143292.000000 Penalty: 5286.117188
	Iteration 8Q: 3 clusters Score -5143292 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 27577 members 
Entering Unmasked Estep 
Score: -5144131.500000 Penalty: 5286.117188
	Iteration 9Q: 3 clusters Score -5144132 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -5144824.000000 Penalty: 5286.117188
	Iteration 10Q: 3 clusters Score -5144824 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -5145416.000000 Penalty: 5286.117188
	Iteration 11Q: 3 clusters Score -5145416 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 30730 members 
Entering Unmasked Estep 
Score: -5145881.500000 Penalty: 5286.117188
	Iteration 12Q: 3 clusters Score -5145882 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
Score: -5146283.500000 Penalty: 5286.117188
	Iteration 13Q: 3 clusters Score -5146284 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 32442 members 
Entering Unmasked Estep 
Score: -5146623.000000 Penalty: 5286.117188
	Iteration 14Q: 3 clusters Score -5146623 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
Score: -5146934.000000 Penalty: 5286.117188
	Iteration 15Q: 3 clusters Score -5146934 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 33978 members 
Entering Unmasked Estep 
Score: -5147220.500000 Penalty: 5286.117188
	Iteration 16Q: 3 clusters Score -5147220 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -5147478.500000 Penalty: 5286.117188
	Iteration 17Q: 3 clusters Score -5147478 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -5147757.000000 Penalty: 5286.117188
	Iteration 18Q: 3 clusters Score -5147757 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -5148011.500000 Penalty: 5286.117188
	Iteration 19Q: 3 clusters Score -5148012 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 36422 members 
Entering Unmasked Estep 
Score: -5148200.500000 Penalty: 5286.117188
	Iteration 20F: 3 clusters Score -5148200 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 36917 members 
Entering Unmasked Estep 
Score: -5148403.000000 Penalty: 5286.117188
	Iteration 21Q: 3 clusters Score -5148403 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -5148566.000000 Penalty: 5286.117188
	Iteration 22Q: 3 clusters Score -5148566 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 37720 members 
Entering Unmasked Estep 
Score: -5148692.000000 Penalty: 5286.117188
	Iteration 23Q: 3 clusters Score -5148692 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 38055 members 
Entering Unmasked Estep 
Score: -5148822.000000 Penalty: 5286.117188
	Iteration 24Q: 3 clusters Score -5148822 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 38333 members 
Entering Unmasked Estep 
Score: -5148909.000000 Penalty: 5286.117188
	Iteration 25Q: 3 clusters Score -5148909 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 38590 members 
Entering Unmasked Estep 
Score: -5148980.500000 Penalty: 5286.117188
	Iteration 26Q: 3 clusters Score -5148980 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 38812 members 
Entering Unmasked Estep 
Score: -5149053.000000 Penalty: 5286.117188
	Iteration 27Q: 3 clusters Score -5149053 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 39002 members 
Entering Unmasked Estep 
Score: -5149102.500000 Penalty: 5286.117188
	Iteration 28Q: 3 clusters Score -5149102 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 39132 members 
Entering Unmasked Estep 
Score: -5149144.500000 Penalty: 5286.117188
	Iteration 29Q: 3 clusters Score -5149144 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 39249 members 
Entering Unmasked Estep 
Score: -5149194.000000 Penalty: 5286.117188
	Iteration 30Q: 3 clusters Score -5149194 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 39339 members 
Entering Unmasked Estep 
Score: -5149223.000000 Penalty: 5286.117188
	Iteration 31Q: 3 clusters Score -5149223 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 39407 members 
Entering Unmasked Estep 
Score: -5149242.000000 Penalty: 5286.117188
	Iteration 32Q: 3 clusters Score -5149242 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 39463 members 
Entering Unmasked Estep 
Score: -5149245.500000 Penalty: 5286.117188
	Iteration 33Q: 3 clusters Score -5149246 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 39514 members 
Entering Unmasked Estep 
Score: -5149265.000000 Penalty: 5286.117188
	Iteration 34Q: 3 clusters Score -5149265 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 39566 members 
Entering Unmasked Estep 
Score: -5149273.500000 Penalty: 5286.117188
	Iteration 35Q: 3 clusters Score -5149274 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 39608 members 
Entering Unmasked Estep 
Score: -5149277.000000 Penalty: 5286.117188
	Iteration 36Q: 3 clusters Score -5149277 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 39647 members 
Entering Unmasked Estep 
Score: -5149302.500000 Penalty: 5286.117188
	Iteration 37Q: 3 clusters Score -5149302 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 39668 members 
Entering Unmasked Estep 
Score: -5149292.500000 Penalty: 5286.117188
	Iteration 38Q: 3 clusters Score -5149292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 39682 members 
Entering Unmasked Estep 
Score: -5149287.000000 Penalty: 5286.117188
	Iteration 39Q: 3 clusters Score -5149287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 39690 members 
Entering Unmasked Estep 
Score: -5149290.500000 Penalty: 5286.117188
	Iteration 40F: 3 clusters Score -5149290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 39705 members 
Entering Unmasked Estep 
Score: -5149292.500000 Penalty: 5286.117188
	Iteration 41Q: 3 clusters Score -5149292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 39719 members 
Entering Unmasked Estep 
Score: -5149285.000000 Penalty: 5286.117188
	Iteration 42Q: 3 clusters Score -5149285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 39730 members 
Entering Unmasked Estep 
Score: -5149288.500000 Penalty: 5286.117188
	Iteration 43Q: 3 clusters Score -5149288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 39739 members 
Entering Unmasked Estep 
Score: -5149284.000000 Penalty: 5286.117188
	Iteration 44Q: 3 clusters Score -5149284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 39750 members 
Entering Unmasked Estep 
Score: -5149290.500000 Penalty: 5286.117188
	Iteration 45Q: 3 clusters Score -5149290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 39763 members 
Entering Unmasked Estep 
Score: -5149289.000000 Penalty: 5286.117188
	Iteration 46Q: 3 clusters Score -5149289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 39771 members 
Entering Unmasked Estep 
Score: -5149294.500000 Penalty: 5286.117188
	Iteration 47Q: 3 clusters Score -5149294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 39772 members 
Entering Unmasked Estep 
Score: -5149298.500000 Penalty: 5286.117188
	Iteration 48Q: 3 clusters Score -5149298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 39772 members 
Entering Unmasked Estep 
Score: -5149298.500000 Penalty: 5286.117188
	Iteration 49F: 3 clusters Score -5149298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Entering Unmasked Estep 
Score: -1265981.750000 Penalty: 2309.262451
	Iteration 0F: 2 clusters Score -1265982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1257640.000000 Penalty: 4618.524902
	Iteration 0F: 3 clusters Score -1257640 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1260258.000000 Penalty: 4618.524902
	Iteration 1F: 3 clusters Score -1260258 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1260687.750000 Penalty: 4618.524902
	Iteration 2F: 3 clusters Score -1260688 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1261036.375000 Penalty: 4618.524902
	Iteration 3F: 3 clusters Score -1261036 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1261328.375000 Penalty: 4618.524902
	Iteration 4F: 3 clusters Score -1261328 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1261560.375000 Penalty: 4618.524902
	Iteration 5Q: 3 clusters Score -1261560 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1261767.875000 Penalty: 4618.524902
	Iteration 6Q: 3 clusters Score -1261768 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1261985.625000 Penalty: 4618.524902
	Iteration 7Q: 3 clusters Score -1261986 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1262199.500000 Penalty: 4618.524902
	Iteration 8Q: 3 clusters Score -1262200 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1262418.875000 Penalty: 4618.524902
	Iteration 9Q: 3 clusters Score -1262419 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1262654.750000 Penalty: 4618.524902
	Iteration 10Q: 3 clusters Score -1262655 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1262913.250000 Penalty: 4618.524902
	Iteration 11Q: 3 clusters Score -1262913 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1263118.750000 Penalty: 4618.524902
	Iteration 12Q: 3 clusters Score -1263119 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1263308.500000 Penalty: 4618.524902
	Iteration 13Q: 3 clusters Score -1263308 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1263465.625000 Penalty: 4618.524902
	Iteration 14Q: 3 clusters Score -1263466 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1263607.750000 Penalty: 4618.524902
	Iteration 15Q: 3 clusters Score -1263608 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1263725.125000 Penalty: 4618.524902
	Iteration 16Q: 3 clusters Score -1263725 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1263824.375000 Penalty: 4618.524902
	Iteration 17Q: 3 clusters Score -1263824 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1263901.750000 Penalty: 4618.524902
	Iteration 18Q: 3 clusters Score -1263902 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1263978.250000 Penalty: 4618.524902
	Iteration 19Q: 3 clusters Score -1263978 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1264037.625000 Penalty: 4618.524902
	Iteration 20F: 3 clusters Score -1264038 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1264077.000000 Penalty: 4618.524902
	Iteration 21Q: 3 clusters Score -1264077 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1264112.500000 Penalty: 4618.524902
	Iteration 22Q: 3 clusters Score -1264112 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1264146.125000 Penalty: 4618.524902
	Iteration 23Q: 3 clusters Score -1264146 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1264167.000000 Penalty: 4618.524902
	Iteration 24Q: 3 clusters Score -1264167 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1264187.625000 Penalty: 4618.524902
	Iteration 25Q: 3 clusters Score -1264188 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1264200.500000 Penalty: 4618.524902
	Iteration 26Q: 3 clusters Score -1264200 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1264211.625000 Penalty: 4618.524902
	Iteration 27Q: 3 clusters Score -1264212 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1264223.375000 Penalty: 4618.524902
	Iteration 28Q: 3 clusters Score -1264223 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1264232.625000 Penalty: 4618.524902
	Iteration 29Q: 3 clusters Score -1264233 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1264244.625000 Penalty: 4618.524902
	Iteration 30Q: 3 clusters Score -1264245 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1264247.375000 Penalty: 4618.524902
	Iteration 31Q: 3 clusters Score -1264247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1264252.875000 Penalty: 4618.524902
	Iteration 32Q: 3 clusters Score -1264253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1264254.375000 Penalty: 4618.524902
	Iteration 33Q: 3 clusters Score -1264254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1264257.625000 Penalty: 4618.524902
	Iteration 34Q: 3 clusters Score -1264258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1264260.125000 Penalty: 4618.524902
	Iteration 35Q: 3 clusters Score -1264260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1264261.625000 Penalty: 4618.524902
	Iteration 36Q: 3 clusters Score -1264262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1264265.000000 Penalty: 4618.524902
	Iteration 37Q: 3 clusters Score -1264265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1264268.125000 Penalty: 4618.524902
	Iteration 38Q: 3 clusters Score -1264268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1264269.750000 Penalty: 4618.524902
	Iteration 39Q: 3 clusters Score -1264270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1264274.125000 Penalty: 4618.524902
	Iteration 40F: 3 clusters Score -1264274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1264273.875000 Penalty: 4618.524902
	Iteration 41Q: 3 clusters Score -1264274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1264279.250000 Penalty: 4618.524902
	Iteration 42Q: 3 clusters Score -1264279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1264281.125000 Penalty: 4618.524902
	Iteration 43Q: 3 clusters Score -1264281 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1264286.000000 Penalty: 4618.524902
	Iteration 44Q: 3 clusters Score -1264286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1264287.625000 Penalty: 4618.524902
	Iteration 45Q: 3 clusters Score -1264288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1264291.875000 Penalty: 4618.524902
	Iteration 46Q: 3 clusters Score -1264292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1264293.375000 Penalty: 4618.524902
	Iteration 47Q: 3 clusters Score -1264293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1264300.125000 Penalty: 4618.524902
	Iteration 48Q: 3 clusters Score -1264300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1264296.750000 Penalty: 4618.524902
	Iteration 49Q: 3 clusters Score -1264297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1264297.375000 Penalty: 4618.524902
	Iteration 50Q: 3 clusters Score -1264297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1264300.000000 Penalty: 4618.524902
	Iteration 51Q: 3 clusters Score -1264300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1264300.000000 Penalty: 4618.524902
	Iteration 52F: 3 clusters Score -1264300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Entering Unmasked Estep 
Score: -400242.187500 Penalty: 2034.419434
	Iteration 0F: 2 clusters Score -400242.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -396581.531250 Penalty: 4068.838867
	Iteration 0F: 3 clusters Score -396581.5 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -397411.218750 Penalty: 4068.838867
	Iteration 1F: 3 clusters Score -397411.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -397688.687500 Penalty: 4068.838867
	Iteration 2F: 3 clusters Score -397688.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -397995.593750 Penalty: 4068.838867
	Iteration 3F: 3 clusters Score -397995.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -398396.968750 Penalty: 4068.838867
	Iteration 4F: 3 clusters Score -398397 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -398810.625000 Penalty: 4068.838867
	Iteration 5F: 3 clusters Score -398810.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -399106.156250 Penalty: 4068.838867
	Iteration 6F: 3 clusters Score -399106.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -399271.937500 Penalty: 4068.838867
	Iteration 7F: 3 clusters Score -399271.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -399376.812500 Penalty: 4068.838867
	Iteration 8Q: 3 clusters Score -399376.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -399438.687500 Penalty: 4068.838867
	Iteration 9Q: 3 clusters Score -399438.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -399471.062500 Penalty: 4068.838867
	Iteration 10Q: 3 clusters Score -399471.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -399497.093750 Penalty: 4068.838867
	Iteration 11Q: 3 clusters Score -399497.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -399510.875000 Penalty: 4068.838867
	Iteration 12Q: 3 clusters Score -399510.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -399521.656250 Penalty: 4068.838867
	Iteration 13Q: 3 clusters Score -399521.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -399536.281250 Penalty: 4068.838867
	Iteration 14Q: 3 clusters Score -399536.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -399546.468750 Penalty: 4068.838867
	Iteration 15Q: 3 clusters Score -399546.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -399551.906250 Penalty: 4068.838867
	Iteration 16Q: 3 clusters Score -399551.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -399556.625000 Penalty: 4068.838867
	Iteration 17Q: 3 clusters Score -399556.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -399559.031250 Penalty: 4068.838867
	Iteration 18Q: 3 clusters Score -399559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -399562.062500 Penalty: 4068.838867
	Iteration 19Q: 3 clusters Score -399562.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -399564.031250 Penalty: 4068.838867
	Iteration 20F: 3 clusters Score -399564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -399564.906250 Penalty: 4068.838867
	Iteration 21Q: 3 clusters Score -399564.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -399566.437500 Penalty: 4068.838867
	Iteration 22Q: 3 clusters Score -399566.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -399566.406250 Penalty: 4068.838867
	Iteration 23Q: 3 clusters Score -399566.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -399566.406250 Penalty: 4068.838867
	Iteration 24F: 3 clusters Score -399566.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Entering Unmasked Estep 
Score: -44317.492188 Penalty: 1489.575684
	Iteration 0F: 2 clusters Score -44317.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -42910.515625 Penalty: 2979.151367
	Iteration 0F: 3 clusters Score -42910.52 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -43039.480469 Penalty: 2979.151367
	Iteration 1F: 3 clusters Score -43039.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -43062.656250 Penalty: 2979.151367
	Iteration 2Q: 3 clusters Score -43062.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -43074.117188 Penalty: 2979.151367
	Iteration 3Q: 3 clusters Score -43074.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -43083.605469 Penalty: 2979.151367
	Iteration 4Q: 3 clusters Score -43083.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -43097.644531 Penalty: 2979.151367
	Iteration 5Q: 3 clusters Score -43097.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -43106.332031 Penalty: 2979.151367
	Iteration 6Q: 3 clusters Score -43106.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -43123.660156 Penalty: 2979.151367
	Iteration 7Q: 3 clusters Score -43123.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -43133.453125 Penalty: 2979.151367
	Iteration 8Q: 3 clusters Score -43133.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -43142.503906 Penalty: 2979.151367
	Iteration 9Q: 3 clusters Score -43142.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -43161.980469 Penalty: 2979.151367
	Iteration 10Q: 3 clusters Score -43161.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -43173.933594 Penalty: 2979.151367
	Iteration 11Q: 3 clusters Score -43173.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -43178.023438 Penalty: 2979.151367
	Iteration 12Q: 3 clusters Score -43178.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -43178.023438 Penalty: 2979.151367
	Iteration 13F: 3 clusters Score -43178.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Entering Unmasked Estep 
Score: -965381.937500 Penalty: 2243.304688
	Iteration 0F: 2 clusters Score -965381.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -958728.500000 Penalty: 4486.609375
	Iteration 0F: 3 clusters Score -958728.5 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -960767.187500 Penalty: 4486.609375
	Iteration 1F: 3 clusters Score -960767.2 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -961247.500000 Penalty: 4486.609375
	Iteration 2F: 3 clusters Score -961247.5 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -961767.000000 Penalty: 4486.609375
	Iteration 3F: 3 clusters Score -961767 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -962348.312500 Penalty: 4486.609375
	Iteration 4F: 3 clusters Score -962348.3 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -962903.187500 Penalty: 4486.609375
	Iteration 5F: 3 clusters Score -962903.2 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -963319.750000 Penalty: 4486.609375
	Iteration 6F: 3 clusters Score -963319.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -963599.625000 Penalty: 4486.609375
	Iteration 7Q: 3 clusters Score -963599.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -963758.687500 Penalty: 4486.609375
	Iteration 8Q: 3 clusters Score -963758.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -963884.937500 Penalty: 4486.609375
	Iteration 9Q: 3 clusters Score -963884.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -964043.687500 Penalty: 4486.609375
	Iteration 10Q: 3 clusters Score -964043.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -964223.625000 Penalty: 4486.609375
	Iteration 11Q: 3 clusters Score -964223.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -964377.625000 Penalty: 4486.609375
	Iteration 12Q: 3 clusters Score -964377.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -964494.562500 Penalty: 4486.609375
	Iteration 13Q: 3 clusters Score -964494.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -964591.437500 Penalty: 4486.609375
	Iteration 14Q: 3 clusters Score -964591.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -964675.500000 Penalty: 4486.609375
	Iteration 15Q: 3 clusters Score -964675.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -964718.812500 Penalty: 4486.609375
	Iteration 16Q: 3 clusters Score -964718.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -964743.750000 Penalty: 4486.609375
	Iteration 17Q: 3 clusters Score -964743.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -964757.625000 Penalty: 4486.609375
	Iteration 18Q: 3 clusters Score -964757.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -964767.875000 Penalty: 4486.609375
	Iteration 19Q: 3 clusters Score -964767.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -964776.937500 Penalty: 4486.609375
	Iteration 20F: 3 clusters Score -964776.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -964784.437500 Penalty: 4486.609375
	Iteration 21Q: 3 clusters Score -964784.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -964786.937500 Penalty: 4486.609375
	Iteration 22Q: 3 clusters Score -964786.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -964792.062500 Penalty: 4486.609375
	Iteration 23Q: 3 clusters Score -964792.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -964793.437500 Penalty: 4486.609375
	Iteration 24Q: 3 clusters Score -964793.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -964795.750000 Penalty: 4486.609375
	Iteration 25Q: 3 clusters Score -964795.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -964799.937500 Penalty: 4486.609375
	Iteration 26Q: 3 clusters Score -964799.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -964801.000000 Penalty: 4486.609375
	Iteration 27Q: 3 clusters Score -964801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -964801.812500 Penalty: 4486.609375
	Iteration 28Q: 3 clusters Score -964801.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -964804.250000 Penalty: 4486.609375
	Iteration 29Q: 3 clusters Score -964804.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -964805.312500 Penalty: 4486.609375
	Iteration 30Q: 3 clusters Score -964805.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -964803.937500 Penalty: 4486.609375
	Iteration 31Q: 3 clusters Score -964803.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -964806.562500 Penalty: 4486.609375
	Iteration 32Q: 3 clusters Score -964806.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -964806.687500 Penalty: 4486.609375
	Iteration 33Q: 3 clusters Score -964806.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -964809.500000 Penalty: 4486.609375
	Iteration 34Q: 3 clusters Score -964809.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -964812.125000 Penalty: 4486.609375
	Iteration 35Q: 3 clusters Score -964812.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -964810.312500 Penalty: 4486.609375
	Iteration 36Q: 3 clusters Score -964810.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -964815.062500 Penalty: 4486.609375
	Iteration 37Q: 3 clusters Score -964815.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -964819.750000 Penalty: 4486.609375
	Iteration 38Q: 3 clusters Score -964819.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -964819.937500 Penalty: 4486.609375
	Iteration 39Q: 3 clusters Score -964819.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -964821.312500 Penalty: 4486.609375
	Iteration 40F: 3 clusters Score -964821.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -964821.000000 Penalty: 4486.609375
	Iteration 41Q: 3 clusters Score -964821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -964820.812500 Penalty: 4486.609375
	Iteration 42Q: 3 clusters Score -964820.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -964822.250000 Penalty: 4486.609375
	Iteration 43Q: 3 clusters Score -964822.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -964823.187500 Penalty: 4486.609375
	Iteration 44Q: 3 clusters Score -964823.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -964824.375000 Penalty: 4486.609375
	Iteration 45Q: 3 clusters Score -964824.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -964824.937500 Penalty: 4486.609375
	Iteration 46Q: 3 clusters Score -964824.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -964824.187500 Penalty: 4486.609375
	Iteration 47Q: 3 clusters Score -964824.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -964825.625000 Penalty: 4486.609375
	Iteration 48Q: 3 clusters Score -964825.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -964824.187500 Penalty: 4486.609375
	Iteration 49Q: 3 clusters Score -964824.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -964827.187500 Penalty: 4486.609375
	Iteration 50Q: 3 clusters Score -964827.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -964827.187500 Penalty: 4486.609375
	Iteration 51F: 3 clusters Score -964827.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (205886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205886 members 
Entering Unmasked Estep 
Score: -24582362.000000 Penalty: 3034.299316
	Iteration 0F: 2 clusters Score -2.458236e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102969 members 
Mstep: Class 2 contains 102917 members 
Entering Unmasked Estep 
Score: -24444642.000000 Penalty: 6068.598633
	Iteration 0F: 3 clusters Score -2.444464e+07 nChanged 99072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103715 members 
Mstep: Class 2 contains 102171 members 
Entering Unmasked Estep 
Score: -24502512.000000 Penalty: 6068.598633
	Iteration 1F: 3 clusters Score -2.450251e+07 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104405 members 
Mstep: Class 2 contains 101481 members 
Entering Unmasked Estep 
Score: -24503410.000000 Penalty: 6068.598633
	Iteration 2Q: 3 clusters Score -2.450341e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105487 members 
Mstep: Class 2 contains 100399 members 
Entering Unmasked Estep 
Score: -24504408.000000 Penalty: 6068.598633
	Iteration 3Q: 3 clusters Score -2.450441e+07 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107162 members 
Mstep: Class 2 contains 98724 members 
Entering Unmasked Estep 
Score: -24505804.000000 Penalty: 6068.598633
	Iteration 4Q: 3 clusters Score -2.45058e+07 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109872 members 
Mstep: Class 2 contains 96014 members 
Entering Unmasked Estep 
Score: -24507498.000000 Penalty: 6068.598633
	Iteration 5Q: 3 clusters Score -2.45075e+07 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113988 members 
Mstep: Class 2 contains 91898 members 
Entering Unmasked Estep 
Score: -24510134.000000 Penalty: 6068.598633
	Iteration 6Q: 3 clusters Score -2.451013e+07 nChanged 8859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119709 members 
Mstep: Class 2 contains 86177 members 
Entering Unmasked Estep 
Score: -24513682.000000 Penalty: 6068.598633
	Iteration 7Q: 3 clusters Score -2.451368e+07 nChanged 10361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127432 members 
Mstep: Class 2 contains 78454 members 
Entering Unmasked Estep 
Score: -24518904.000000 Penalty: 6068.598633
	Iteration 8F: 3 clusters Score -2.45189e+07 nChanged 11816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137090 members 
Mstep: Class 2 contains 68796 members 
Entering Unmasked Estep 
Score: -24526194.000000 Penalty: 6068.598633
	Iteration 9F: 3 clusters Score -2.452619e+07 nChanged 12757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148179 members 
Mstep: Class 2 contains 57707 members 
Entering Unmasked Estep 
Score: -24535652.000000 Penalty: 6068.598633
	Iteration 10F: 3 clusters Score -2.453565e+07 nChanged 12150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158869 members 
Mstep: Class 2 contains 47017 members 
Entering Unmasked Estep 
Score: -24546086.000000 Penalty: 6068.598633
	Iteration 11F: 3 clusters Score -2.454609e+07 nChanged 10089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167464 members 
Mstep: Class 2 contains 38422 members 
Entering Unmasked Estep 
Score: -24554818.000000 Penalty: 6068.598633
	Iteration 12Q: 3 clusters Score -2.455482e+07 nChanged 7626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173824 members 
Mstep: Class 2 contains 32062 members 
Entering Unmasked Estep 
Score: -24560814.000000 Penalty: 6068.598633
	Iteration 13Q: 3 clusters Score -2.456081e+07 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178975 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -24564502.000000 Penalty: 6068.598633
	Iteration 14Q: 3 clusters Score -2.45645e+07 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183503 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -24567540.000000 Penalty: 6068.598633
	Iteration 15Q: 3 clusters Score -2.456754e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187480 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -24569600.000000 Penalty: 6068.598633
	Iteration 16Q: 3 clusters Score -2.45696e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190972 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -24571736.000000 Penalty: 6068.598633
	Iteration 17Q: 3 clusters Score -2.457174e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193904 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -24573368.000000 Penalty: 6068.598633
	Iteration 18Q: 3 clusters Score -2.457337e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196369 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -24574732.000000 Penalty: 6068.598633
	Iteration 19Q: 3 clusters Score -2.457473e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198422 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -24576016.000000 Penalty: 6068.598633
	Iteration 20F: 3 clusters Score -2.457602e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200051 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -24576968.000000 Penalty: 6068.598633
	Iteration 21Q: 3 clusters Score -2.457697e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201314 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -24577720.000000 Penalty: 6068.598633
	Iteration 22Q: 3 clusters Score -2.457772e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202230 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -24578326.000000 Penalty: 6068.598633
	Iteration 23Q: 3 clusters Score -2.457833e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202915 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -24578712.000000 Penalty: 6068.598633
	Iteration 24Q: 3 clusters Score -2.457871e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203387 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -24578974.000000 Penalty: 6068.598633
	Iteration 25Q: 3 clusters Score -2.457897e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203768 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -24579198.000000 Penalty: 6068.598633
	Iteration 26Q: 3 clusters Score -2.45792e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204048 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -24579282.000000 Penalty: 6068.598633
	Iteration 27Q: 3 clusters Score -2.457928e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204238 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -24579382.000000 Penalty: 6068.598633
	Iteration 28Q: 3 clusters Score -2.457938e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204393 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -24579466.000000 Penalty: 6068.598633
	Iteration 29Q: 3 clusters Score -2.457947e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204508 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -24579484.000000 Penalty: 6068.598633
	Iteration 30Q: 3 clusters Score -2.457948e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204598 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -24579562.000000 Penalty: 6068.598633
	Iteration 31Q: 3 clusters Score -2.457956e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204678 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -24579598.000000 Penalty: 6068.598633
	Iteration 32Q: 3 clusters Score -2.45796e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204750 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -24579666.000000 Penalty: 6068.598633
	Iteration 33Q: 3 clusters Score -2.457967e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204809 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -24579672.000000 Penalty: 6068.598633
	Iteration 34Q: 3 clusters Score -2.457967e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204850 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -24579714.000000 Penalty: 6068.598633
	Iteration 35Q: 3 clusters Score -2.457971e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204879 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -24579720.000000 Penalty: 6068.598633
	Iteration 36Q: 3 clusters Score -2.457972e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204901 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -24579744.000000 Penalty: 6068.598633
	Iteration 37Q: 3 clusters Score -2.457974e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204925 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -24579750.000000 Penalty: 6068.598633
	Iteration 38Q: 3 clusters Score -2.457975e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204938 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -24579740.000000 Penalty: 6068.598633
	Iteration 39Q: 3 clusters Score -2.457974e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204952 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -24579750.000000 Penalty: 6068.598633
	Iteration 40F: 3 clusters Score -2.457975e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204960 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -24579754.000000 Penalty: 6068.598633
	Iteration 41Q: 3 clusters Score -2.457975e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204973 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -24579754.000000 Penalty: 6068.598633
	Iteration 42Q: 3 clusters Score -2.457975e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204982 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -24579758.000000 Penalty: 6068.598633
	Iteration 43Q: 3 clusters Score -2.457976e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204991 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -24579762.000000 Penalty: 6068.598633
	Iteration 44Q: 3 clusters Score -2.457976e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205002 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -24579780.000000 Penalty: 6068.598633
	Iteration 45Q: 3 clusters Score -2.457978e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205014 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -24579784.000000 Penalty: 6068.598633
	Iteration 46Q: 3 clusters Score -2.457978e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205028 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -24579772.000000 Penalty: 6068.598633
	Iteration 47Q: 3 clusters Score -2.457977e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205036 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -24579768.000000 Penalty: 6068.598633
	Iteration 48Q: 3 clusters Score -2.457977e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205038 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -24579772.000000 Penalty: 6068.598633
	Iteration 49Q: 3 clusters Score -2.457977e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205042 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -24579762.000000 Penalty: 6068.598633
	Iteration 50Q: 3 clusters Score -2.457976e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205045 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -24579770.000000 Penalty: 6068.598633
	Iteration 51Q: 3 clusters Score -2.457977e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205048 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -24579778.000000 Penalty: 6068.598633
	Iteration 52Q: 3 clusters Score -2.457978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205051 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -24579768.000000 Penalty: 6068.598633
	Iteration 53Q: 3 clusters Score -2.457977e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205053 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -24579780.000000 Penalty: 6068.598633
	Iteration 54Q: 3 clusters Score -2.457978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205055 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -24579792.000000 Penalty: 6068.598633
	Iteration 55Q: 3 clusters Score -2.457979e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205055 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -24579792.000000 Penalty: 6068.598633
	Iteration 56F: 3 clusters Score -2.457979e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (216761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216761 members 
Entering Unmasked Estep 
Score: -26624466.000000 Penalty: 3047.064453
	Iteration 0F: 2 clusters Score -2.662447e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108632 members 
Mstep: Class 2 contains 108129 members 
Entering Unmasked Estep 
Score: -26483466.000000 Penalty: 6094.128906
	Iteration 0F: 3 clusters Score -2.648347e+07 nChanged 104565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114225 members 
Mstep: Class 2 contains 102536 members 
Entering Unmasked Estep 
Score: -26545256.000000 Penalty: 6094.128906
	Iteration 1F: 3 clusters Score -2.654526e+07 nChanged 7909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118610 members 
Mstep: Class 2 contains 98151 members 
Entering Unmasked Estep 
Score: -26547948.000000 Penalty: 6094.128906
	Iteration 2Q: 3 clusters Score -2.654795e+07 nChanged 10122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125412 members 
Mstep: Class 2 contains 91349 members 
Entering Unmasked Estep 
Score: -26552348.000000 Penalty: 6094.128906
	Iteration 3Q: 3 clusters Score -2.655235e+07 nChanged 13175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135299 members 
Mstep: Class 2 contains 81462 members 
Entering Unmasked Estep 
Score: -26559946.000000 Penalty: 6094.128906
	Iteration 4F: 3 clusters Score -2.655995e+07 nChanged 15586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147941 members 
Mstep: Class 2 contains 68820 members 
Entering Unmasked Estep 
Score: -26570150.000000 Penalty: 6094.128906
	Iteration 5F: 3 clusters Score -2.657015e+07 nChanged 16846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162611 members 
Mstep: Class 2 contains 54150 members 
Entering Unmasked Estep 
Score: -26582320.000000 Penalty: 6094.128906
	Iteration 6F: 3 clusters Score -2.658232e+07 nChanged 15898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177263 members 
Mstep: Class 2 contains 39498 members 
Entering Unmasked Estep 
Score: -26594288.000000 Penalty: 6094.128906
	Iteration 7F: 3 clusters Score -2.659429e+07 nChanged 13165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189998 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -26603450.000000 Penalty: 6094.128906
	Iteration 8F: 3 clusters Score -2.660345e+07 nChanged 10044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199970 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -26610256.000000 Penalty: 6094.128906
	Iteration 9Q: 3 clusters Score -2.661026e+07 nChanged 7104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207068 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -26615306.000000 Penalty: 6094.128906
	Iteration 10Q: 3 clusters Score -2.661531e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211569 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -26618602.000000 Penalty: 6094.128906
	Iteration 11Q: 3 clusters Score -2.66186e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214013 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -26620180.000000 Penalty: 6094.128906
	Iteration 12Q: 3 clusters Score -2.662018e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215187 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -26621050.000000 Penalty: 6094.128906
	Iteration 13Q: 3 clusters Score -2.662105e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215725 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -26621392.000000 Penalty: 6094.128906
	Iteration 14Q: 3 clusters Score -2.662139e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215965 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -26621644.000000 Penalty: 6094.128906
	Iteration 15Q: 3 clusters Score -2.662164e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216098 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -26621764.000000 Penalty: 6094.128906
	Iteration 16Q: 3 clusters Score -2.662176e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216167 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -26621790.000000 Penalty: 6094.128906
	Iteration 17Q: 3 clusters Score -2.662179e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216204 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -26621828.000000 Penalty: 6094.128906
	Iteration 18Q: 3 clusters Score -2.662183e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216227 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -26621888.000000 Penalty: 6094.128906
	Iteration 19Q: 3 clusters Score -2.662189e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216244 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -26621952.000000 Penalty: 6094.128906
	Iteration 20F: 3 clusters Score -2.662195e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216257 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -26621978.000000 Penalty: 6094.128906
	Iteration 21Q: 3 clusters Score -2.662198e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216265 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -26621994.000000 Penalty: 6094.128906
	Iteration 22Q: 3 clusters Score -2.662199e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216268 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -26621994.000000 Penalty: 6094.128906
	Iteration 23Q: 3 clusters Score -2.662199e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216270 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -26622016.000000 Penalty: 6094.128906
	Iteration 24Q: 3 clusters Score -2.662202e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216273 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -26622018.000000 Penalty: 6094.128906
	Iteration 25Q: 3 clusters Score -2.662202e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216277 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -26622006.000000 Penalty: 6094.128906
	Iteration 26Q: 3 clusters Score -2.662201e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216281 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -26622030.000000 Penalty: 6094.128906
	Iteration 27Q: 3 clusters Score -2.662203e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216283 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -26622014.000000 Penalty: 6094.128906
	Iteration 28Q: 3 clusters Score -2.662201e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216285 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -26622030.000000 Penalty: 6094.128906
	Iteration 29Q: 3 clusters Score -2.662203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216290 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -26622020.000000 Penalty: 6094.128906
	Iteration 30Q: 3 clusters Score -2.662202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216293 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -26622012.000000 Penalty: 6094.128906
	Iteration 31Q: 3 clusters Score -2.662201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216291 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -26622016.000000 Penalty: 6094.128906
	Iteration 32Q: 3 clusters Score -2.662202e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216290 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -26622018.000000 Penalty: 6094.128906
	Iteration 33Q: 3 clusters Score -2.662202e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216289 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -26622012.000000 Penalty: 6094.128906
	Iteration 34Q: 3 clusters Score -2.662201e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216289 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -26622012.000000 Penalty: 6094.128906
	Iteration 35F: 3 clusters Score -2.662201e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (10448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Entering Unmasked Estep 
Score: -1225892.250000 Penalty: 2295.033203
	Iteration 0F: 2 clusters Score -1225892 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 5175 members 
Entering Unmasked Estep 
Score: -1217980.250000 Penalty: 4590.066406
	Iteration 0F: 3 clusters Score -1217980 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1220333.625000 Penalty: 4590.066406
	Iteration 1F: 3 clusters Score -1220334 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1220746.750000 Penalty: 4590.066406
	Iteration 2F: 3 clusters Score -1220747 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1221054.625000 Penalty: 4590.066406
	Iteration 3F: 3 clusters Score -1221055 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1221328.000000 Penalty: 4590.066406
	Iteration 4Q: 3 clusters Score -1221328 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1221543.250000 Penalty: 4590.066406
	Iteration 5Q: 3 clusters Score -1221543 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1221720.500000 Penalty: 4590.066406
	Iteration 6Q: 3 clusters Score -1221720 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1221887.750000 Penalty: 4590.066406
	Iteration 7Q: 3 clusters Score -1221888 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1222058.875000 Penalty: 4590.066406
	Iteration 8Q: 3 clusters Score -1222059 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1222199.125000 Penalty: 4590.066406
	Iteration 9Q: 3 clusters Score -1222199 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1222334.875000 Penalty: 4590.066406
	Iteration 10Q: 3 clusters Score -1222335 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1222462.000000 Penalty: 4590.066406
	Iteration 11Q: 3 clusters Score -1222462 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1222578.375000 Penalty: 4590.066406
	Iteration 12Q: 3 clusters Score -1222578 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1222681.875000 Penalty: 4590.066406
	Iteration 13Q: 3 clusters Score -1222682 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1222766.750000 Penalty: 4590.066406
	Iteration 14Q: 3 clusters Score -1222767 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1222852.500000 Penalty: 4590.066406
	Iteration 15Q: 3 clusters Score -1222852 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1222950.625000 Penalty: 4590.066406
	Iteration 16Q: 3 clusters Score -1222951 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1223049.375000 Penalty: 4590.066406
	Iteration 17Q: 3 clusters Score -1223049 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1223127.000000 Penalty: 4590.066406
	Iteration 18Q: 3 clusters Score -1223127 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1223227.000000 Penalty: 4590.066406
	Iteration 19Q: 3 clusters Score -1223227 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1223322.250000 Penalty: 4590.066406
	Iteration 20F: 3 clusters Score -1223322 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1223419.875000 Penalty: 4590.066406
	Iteration 21Q: 3 clusters Score -1223420 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1223504.000000 Penalty: 4590.066406
	Iteration 22Q: 3 clusters Score -1223504 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1223588.125000 Penalty: 4590.066406
	Iteration 23Q: 3 clusters Score -1223588 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1223663.500000 Penalty: 4590.066406
	Iteration 24Q: 3 clusters Score -1223664 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1223708.750000 Penalty: 4590.066406
	Iteration 25Q: 3 clusters Score -1223709 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1223756.625000 Penalty: 4590.066406
	Iteration 26Q: 3 clusters Score -1223757 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1223799.125000 Penalty: 4590.066406
	Iteration 27Q: 3 clusters Score -1223799 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1223832.625000 Penalty: 4590.066406
	Iteration 28Q: 3 clusters Score -1223833 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1223866.000000 Penalty: 4590.066406
	Iteration 29Q: 3 clusters Score -1223866 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1223896.625000 Penalty: 4590.066406
	Iteration 30Q: 3 clusters Score -1223897 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1223926.125000 Penalty: 4590.066406
	Iteration 31Q: 3 clusters Score -1223926 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1223953.250000 Penalty: 4590.066406
	Iteration 32Q: 3 clusters Score -1223953 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1223978.125000 Penalty: 4590.066406
	Iteration 33Q: 3 clusters Score -1223978 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1223995.625000 Penalty: 4590.066406
	Iteration 34Q: 3 clusters Score -1223996 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1224017.125000 Penalty: 4590.066406
	Iteration 35Q: 3 clusters Score -1224017 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1224032.875000 Penalty: 4590.066406
	Iteration 36Q: 3 clusters Score -1224033 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1224047.875000 Penalty: 4590.066406
	Iteration 37Q: 3 clusters Score -1224048 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1224064.875000 Penalty: 4590.066406
	Iteration 38Q: 3 clusters Score -1224065 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1224080.750000 Penalty: 4590.066406
	Iteration 39Q: 3 clusters Score -1224081 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1224094.375000 Penalty: 4590.066406
	Iteration 40F: 3 clusters Score -1224094 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1224098.250000 Penalty: 4590.066406
	Iteration 41Q: 3 clusters Score -1224098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1224107.875000 Penalty: 4590.066406
	Iteration 42Q: 3 clusters Score -1224108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1224113.750000 Penalty: 4590.066406
	Iteration 43Q: 3 clusters Score -1224114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1224115.625000 Penalty: 4590.066406
	Iteration 44Q: 3 clusters Score -1224116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1224117.750000 Penalty: 4590.066406
	Iteration 45Q: 3 clusters Score -1224118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1224123.500000 Penalty: 4590.066406
	Iteration 46Q: 3 clusters Score -1224124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1224127.375000 Penalty: 4590.066406
	Iteration 47Q: 3 clusters Score -1224127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1224125.875000 Penalty: 4590.066406
	Iteration 48Q: 3 clusters Score -1224126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1224127.500000 Penalty: 4590.066406
	Iteration 49Q: 3 clusters Score -1224128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1224133.500000 Penalty: 4590.066406
	Iteration 50Q: 3 clusters Score -1224134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1224135.500000 Penalty: 4590.066406
	Iteration 51Q: 3 clusters Score -1224136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1224135.500000 Penalty: 4590.066406
	Iteration 52F: 3 clusters Score -1224136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Entering Unmasked Estep 
Score: -47079.300781 Penalty: 1508.390381
	Iteration 0F: 2 clusters Score -47079.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -45601.871094 Penalty: 3016.780762
	Iteration 0F: 3 clusters Score -45601.87 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -45774.414062 Penalty: 3016.780762
	Iteration 1F: 3 clusters Score -45774.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -45905.796875 Penalty: 3016.780762
	Iteration 2F: 3 clusters Score -45905.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -45965.527344 Penalty: 3016.780762
	Iteration 3Q: 3 clusters Score -45965.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -46000.019531 Penalty: 3016.780762
	Iteration 4Q: 3 clusters Score -46000.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -46026.359375 Penalty: 3016.780762
	Iteration 5Q: 3 clusters Score -46026.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -46054.390625 Penalty: 3016.780762
	Iteration 6Q: 3 clusters Score -46054.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -46084.558594 Penalty: 3016.780762
	Iteration 7Q: 3 clusters Score -46084.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -46111.230469 Penalty: 3016.780762
	Iteration 8Q: 3 clusters Score -46111.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -46137.722656 Penalty: 3016.780762
	Iteration 9Q: 3 clusters Score -46137.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -46144.679688 Penalty: 3016.780762
	Iteration 10Q: 3 clusters Score -46144.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -46146.750000 Penalty: 3016.780762
	Iteration 11Q: 3 clusters Score -46146.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -46146.750000 Penalty: 3016.780762
	Iteration 12F: 3 clusters Score -46146.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -60995.183594 Penalty: 1579.310303
	Iteration 0F: 2 clusters Score -60995.18 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 301 members 
Entering Unmasked Estep 
Score: -59412.707031 Penalty: 3158.620605
	Iteration 0F: 3 clusters Score -59412.71 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -59678.683594 Penalty: 3158.620605
	Iteration 1F: 3 clusters Score -59678.68 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -59850.343750 Penalty: 3158.620605
	Iteration 2F: 3 clusters Score -59850.34 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -59979.632812 Penalty: 3158.620605
	Iteration 3F: 3 clusters Score -59979.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -60022.871094 Penalty: 3158.620605
	Iteration 4Q: 3 clusters Score -60022.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -60073.433594 Penalty: 3158.620605
	Iteration 5Q: 3 clusters Score -60073.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -60120.191406 Penalty: 3158.620605
	Iteration 6Q: 3 clusters Score -60120.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -60149.765625 Penalty: 3158.620605
	Iteration 7Q: 3 clusters Score -60149.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -60170.359375 Penalty: 3158.620605
	Iteration 8Q: 3 clusters Score -60170.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -60176.078125 Penalty: 3158.620605
	Iteration 9Q: 3 clusters Score -60176.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -60179.523438 Penalty: 3158.620605
	Iteration 10Q: 3 clusters Score -60179.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -60184.132812 Penalty: 3158.620605
	Iteration 11Q: 3 clusters Score -60184.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -60187.953125 Penalty: 3158.620605
	Iteration 12Q: 3 clusters Score -60187.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -60195.820312 Penalty: 3158.620605
	Iteration 13Q: 3 clusters Score -60195.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -60202.644531 Penalty: 3158.620605
	Iteration 14Q: 3 clusters Score -60202.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -60205.617188 Penalty: 3158.620605
	Iteration 15Q: 3 clusters Score -60205.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -60205.617188 Penalty: 3158.620605
	Iteration 16F: 3 clusters Score -60205.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Entering Unmasked Estep 
Score: -80358.234375 Penalty: 1630.272583
	Iteration 0F: 2 clusters Score -80358.23 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 349 members 
Entering Unmasked Estep 
Score: -78713.906250 Penalty: 3260.545166
	Iteration 0F: 3 clusters Score -78713.91 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -79097.812500 Penalty: 3260.545166
	Iteration 1F: 3 clusters Score -79097.81 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -79234.109375 Penalty: 3260.545166
	Iteration 2F: 3 clusters Score -79234.11 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -79335.164062 Penalty: 3260.545166
	Iteration 3F: 3 clusters Score -79335.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -79393.875000 Penalty: 3260.545166
	Iteration 4Q: 3 clusters Score -79393.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -79415.460938 Penalty: 3260.545166
	Iteration 5Q: 3 clusters Score -79415.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -79429.515625 Penalty: 3260.545166
	Iteration 6Q: 3 clusters Score -79429.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -79438.476562 Penalty: 3260.545166
	Iteration 7Q: 3 clusters Score -79438.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -79446.085938 Penalty: 3260.545166
	Iteration 8Q: 3 clusters Score -79446.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -79456.718750 Penalty: 3260.545166
	Iteration 9Q: 3 clusters Score -79456.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -79458.250000 Penalty: 3260.545166
	Iteration 10Q: 3 clusters Score -79458.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -79460.164062 Penalty: 3260.545166
	Iteration 11Q: 3 clusters Score -79460.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -79462.609375 Penalty: 3260.545166
	Iteration 12Q: 3 clusters Score -79462.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -79467.445312 Penalty: 3260.545166
	Iteration 13Q: 3 clusters Score -79467.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -79471.757812 Penalty: 3260.545166
	Iteration 14Q: 3 clusters Score -79471.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -79474.789062 Penalty: 3260.545166
	Iteration 15Q: 3 clusters Score -79474.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -79476.273438 Penalty: 3260.545166
	Iteration 16Q: 3 clusters Score -79476.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -79478.250000 Penalty: 3260.545166
	Iteration 17Q: 3 clusters Score -79478.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -79478.250000 Penalty: 3260.545166
	Iteration 18F: 3 clusters Score -79478.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169434 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 34608 members 
Mstep: Class 4 contains 26958 members 
Mstep: Class 5 contains 82739 members 
Mstep: Class 6 contains 28843 members 
Mstep: Class 7 contains 13800 members 
Mstep: Class 8 contains 5826 members 
Mstep: Class 9 contains 55378 members 
Mstep: Class 10 contains 26524 members 
Mstep: Class 11 contains 15453 members 
Mstep: Class 12 contains 10113 members 
Mstep: Class 13 contains 204444 members 
Mstep: Class 14 contains 12836 members 
Mstep: Class 15 contains 150448 members 
Mstep: Class 16 contains 14730 members 
Mstep: Class 17 contains 7441 members 
Mstep: Class 18 contains 8264 members 
Mstep: Class 19 contains 8863 members 
Mstep: Class 20 contains 9031 members 
Mstep: Class 21 contains 7894 members 
Mstep: Class 22 contains 326024 members 
Mstep: Class 23 contains 5361 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82831 members 
Mstep: Class 26 contains 833 members 
Mstep: Class 27 contains 92390 members 
Mstep: Class 28 contains 56457 members 
Mstep: Class 29 contains 5288 members 
Mstep: Class 30 contains 8889 members 
Mstep: Class 31 contains 6273 members 
Mstep: Class 32 contains 10599 members 
Mstep: Class 33 contains 42510 members 
Mstep: Class 34 contains 11065 members 
Mstep: Class 35 contains 3653 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8481 members 
Mstep: Class 38 contains 205886 members 
Mstep: Class 39 contains 216761 members 
Mstep: Class 40 contains 10448 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486656.000000 Penalty: 154667.750000
Iteration 319Q: 44 clusters Score -2.354867e+08 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169417 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 34625 members 
Mstep: Class 4 contains 26847 members 
Mstep: Class 5 contains 82741 members 
Mstep: Class 6 contains 28840 members 
Mstep: Class 7 contains 13796 members 
Mstep: Class 8 contains 5824 members 
Mstep: Class 9 contains 55377 members 
Mstep: Class 10 contains 26522 members 
Mstep: Class 11 contains 15451 members 
Mstep: Class 12 contains 10116 members 
Mstep: Class 13 contains 204210 members 
Mstep: Class 14 contains 12835 members 
Mstep: Class 15 contains 150449 members 
Mstep: Class 16 contains 14734 members 
Mstep: Class 17 contains 7431 members 
Mstep: Class 18 contains 8266 members 
Mstep: Class 19 contains 8863 members 
Mstep: Class 20 contains 9031 members 
Mstep: Class 21 contains 8002 members 
Mstep: Class 22 contains 326037 members 
Mstep: Class 23 contains 5360 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82833 members 
Mstep: Class 26 contains 833 members 
Mstep: Class 27 contains 92394 members 
Mstep: Class 28 contains 56408 members 
Mstep: Class 29 contains 5288 members 
Mstep: Class 30 contains 8890 members 
Mstep: Class 31 contains 6271 members 
Mstep: Class 32 contains 10602 members 
Mstep: Class 33 contains 42510 members 
Mstep: Class 34 contains 11063 members 
Mstep: Class 35 contains 3659 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8479 members 
Mstep: Class 38 contains 205931 members 
Mstep: Class 39 contains 216990 members 
Mstep: Class 40 contains 10451 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486832.000000 Penalty: 154667.750000
Iteration 320F: 44 clusters Score -2.354868e+08 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169401 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 34652 members 
Mstep: Class 4 contains 26706 members 
Mstep: Class 5 contains 82745 members 
Mstep: Class 6 contains 28838 members 
Mstep: Class 7 contains 13796 members 
Mstep: Class 8 contains 5823 members 
Mstep: Class 9 contains 55375 members 
Mstep: Class 10 contains 26523 members 
Mstep: Class 11 contains 15451 members 
Mstep: Class 12 contains 10120 members 
Mstep: Class 13 contains 203948 members 
Mstep: Class 14 contains 12833 members 
Mstep: Class 15 contains 150450 members 
Mstep: Class 16 contains 14739 members 
Mstep: Class 17 contains 7430 members 
Mstep: Class 18 contains 8265 members 
Mstep: Class 19 contains 8865 members 
Mstep: Class 20 contains 9032 members 
Mstep: Class 21 contains 8126 members 
Mstep: Class 22 contains 326034 members 
Mstep: Class 23 contains 5362 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82833 members 
Mstep: Class 26 contains 832 members 
Mstep: Class 27 contains 92396 members 
Mstep: Class 28 contains 56354 members 
Mstep: Class 29 contains 5287 members 
Mstep: Class 30 contains 8894 members 
Mstep: Class 31 contains 6268 members 
Mstep: Class 32 contains 10610 members 
Mstep: Class 33 contains 42518 members 
Mstep: Class 34 contains 11063 members 
Mstep: Class 35 contains 3665 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8478 members 
Mstep: Class 38 contains 205983 members 
Mstep: Class 39 contains 217228 members 
Mstep: Class 40 contains 10453 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235487040.000000 Penalty: 154667.750000
Iteration 321Q: 44 clusters Score -2.35487e+08 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169389 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 34675 members 
Mstep: Class 4 contains 26573 members 
Mstep: Class 5 contains 82749 members 
Mstep: Class 6 contains 28829 members 
Mstep: Class 7 contains 13793 members 
Mstep: Class 8 contains 5823 members 
Mstep: Class 9 contains 55370 members 
Mstep: Class 10 contains 26520 members 
Mstep: Class 11 contains 15445 members 
Mstep: Class 12 contains 10121 members 
Mstep: Class 13 contains 203662 members 
Mstep: Class 14 contains 12837 members 
Mstep: Class 15 contains 150456 members 
Mstep: Class 16 contains 14737 members 
Mstep: Class 17 contains 7425 members 
Mstep: Class 18 contains 8265 members 
Mstep: Class 19 contains 8865 members 
Mstep: Class 20 contains 9031 members 
Mstep: Class 21 contains 8253 members 
Mstep: Class 22 contains 326038 members 
Mstep: Class 23 contains 5360 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82831 members 
Mstep: Class 26 contains 831 members 
Mstep: Class 27 contains 92386 members 
Mstep: Class 28 contains 56315 members 
Mstep: Class 29 contains 5286 members 
Mstep: Class 30 contains 8901 members 
Mstep: Class 31 contains 6265 members 
Mstep: Class 32 contains 10611 members 
Mstep: Class 33 contains 42517 members 
Mstep: Class 34 contains 11063 members 
Mstep: Class 35 contains 3675 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8476 members 
Mstep: Class 38 contains 206056 members 
Mstep: Class 39 contains 217491 members 
Mstep: Class 40 contains 10456 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486848.000000 Penalty: 154667.750000
Iteration 322Q: 44 clusters Score -2.354868e+08 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169376 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 34711 members 
Mstep: Class 4 contains 26404 members 
Mstep: Class 5 contains 82748 members 
Mstep: Class 6 contains 28819 members 
Mstep: Class 7 contains 13794 members 
Mstep: Class 8 contains 5824 members 
Mstep: Class 9 contains 55366 members 
Mstep: Class 10 contains 26516 members 
Mstep: Class 11 contains 15442 members 
Mstep: Class 12 contains 10124 members 
Mstep: Class 13 contains 203344 members 
Mstep: Class 14 contains 12834 members 
Mstep: Class 15 contains 150462 members 
Mstep: Class 16 contains 14740 members 
Mstep: Class 17 contains 7421 members 
Mstep: Class 18 contains 8265 members 
Mstep: Class 19 contains 8865 members 
Mstep: Class 20 contains 9031 members 
Mstep: Class 21 contains 8425 members 
Mstep: Class 22 contains 326037 members 
Mstep: Class 23 contains 5361 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82829 members 
Mstep: Class 26 contains 831 members 
Mstep: Class 27 contains 92386 members 
Mstep: Class 28 contains 56254 members 
Mstep: Class 29 contains 5285 members 
Mstep: Class 30 contains 8901 members 
Mstep: Class 31 contains 6260 members 
Mstep: Class 32 contains 10613 members 
Mstep: Class 33 contains 42514 members 
Mstep: Class 34 contains 11061 members 
Mstep: Class 35 contains 3688 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8476 members 
Mstep: Class 38 contains 206153 members 
Mstep: Class 39 contains 217759 members 
Mstep: Class 40 contains 10457 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235487072.000000 Penalty: 154667.750000
Iteration 323Q: 44 clusters Score -2.354871e+08 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169358 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 34744 members 
Mstep: Class 4 contains 26225 members 
Mstep: Class 5 contains 82750 members 
Mstep: Class 6 contains 28811 members 
Mstep: Class 7 contains 13792 members 
Mstep: Class 8 contains 5824 members 
Mstep: Class 9 contains 55363 members 
Mstep: Class 10 contains 26517 members 
Mstep: Class 11 contains 15440 members 
Mstep: Class 12 contains 10119 members 
Mstep: Class 13 contains 202968 members 
Mstep: Class 14 contains 12830 members 
Mstep: Class 15 contains 150467 members 
Mstep: Class 16 contains 14747 members 
Mstep: Class 17 contains 7421 members 
Mstep: Class 18 contains 8265 members 
Mstep: Class 19 contains 8863 members 
Mstep: Class 20 contains 9031 members 
Mstep: Class 21 contains 8586 members 
Mstep: Class 22 contains 326046 members 
Mstep: Class 23 contains 5362 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82830 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 92390 members 
Mstep: Class 28 contains 56202 members 
Mstep: Class 29 contains 5286 members 
Mstep: Class 30 contains 8907 members 
Mstep: Class 31 contains 6256 members 
Mstep: Class 32 contains 10611 members 
Mstep: Class 33 contains 42511 members 
Mstep: Class 34 contains 11062 members 
Mstep: Class 35 contains 3697 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8479 members 
Mstep: Class 38 contains 206260 members 
Mstep: Class 39 contains 218069 members 
Mstep: Class 40 contains 10458 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486896.000000 Penalty: 154667.750000
Iteration 324Q: 44 clusters Score -2.354869e+08 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169340 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 34790 members 
Mstep: Class 4 contains 26026 members 
Mstep: Class 5 contains 82753 members 
Mstep: Class 6 contains 28797 members 
Mstep: Class 7 contains 13794 members 
Mstep: Class 8 contains 5824 members 
Mstep: Class 9 contains 55364 members 
Mstep: Class 10 contains 26517 members 
Mstep: Class 11 contains 15440 members 
Mstep: Class 12 contains 10118 members 
Mstep: Class 13 contains 202609 members 
Mstep: Class 14 contains 12826 members 
Mstep: Class 15 contains 150470 members 
Mstep: Class 16 contains 14748 members 
Mstep: Class 17 contains 7415 members 
Mstep: Class 18 contains 8266 members 
Mstep: Class 19 contains 8861 members 
Mstep: Class 20 contains 9033 members 
Mstep: Class 21 contains 8760 members 
Mstep: Class 22 contains 326068 members 
Mstep: Class 23 contains 5359 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82829 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 92372 members 
Mstep: Class 28 contains 56129 members 
Mstep: Class 29 contains 5286 members 
Mstep: Class 30 contains 8911 members 
Mstep: Class 31 contains 6249 members 
Mstep: Class 32 contains 10618 members 
Mstep: Class 33 contains 42516 members 
Mstep: Class 34 contains 11062 members 
Mstep: Class 35 contains 3712 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8478 members 
Mstep: Class 38 contains 206386 members 
Mstep: Class 39 contains 218362 members 
Mstep: Class 40 contains 10460 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235487024.000000 Penalty: 154667.750000
Iteration 325Q: 44 clusters Score -2.35487e+08 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169324 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 34826 members 
Mstep: Class 4 contains 25815 members 
Mstep: Class 5 contains 82755 members 
Mstep: Class 6 contains 28786 members 
Mstep: Class 7 contains 13792 members 
Mstep: Class 8 contains 5824 members 
Mstep: Class 9 contains 55368 members 
Mstep: Class 10 contains 26517 members 
Mstep: Class 11 contains 15439 members 
Mstep: Class 12 contains 10117 members 
Mstep: Class 13 contains 202186 members 
Mstep: Class 14 contains 12827 members 
Mstep: Class 15 contains 150480 members 
Mstep: Class 16 contains 14750 members 
Mstep: Class 17 contains 7415 members 
Mstep: Class 18 contains 8266 members 
Mstep: Class 19 contains 8863 members 
Mstep: Class 20 contains 9034 members 
Mstep: Class 21 contains 8949 members 
Mstep: Class 22 contains 326068 members 
Mstep: Class 23 contains 5354 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82838 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 92356 members 
Mstep: Class 28 contains 56062 members 
Mstep: Class 29 contains 5285 members 
Mstep: Class 30 contains 8917 members 
Mstep: Class 31 contains 6243 members 
Mstep: Class 32 contains 10622 members 
Mstep: Class 33 contains 42517 members 
Mstep: Class 34 contains 11057 members 
Mstep: Class 35 contains 3725 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8477 members 
Mstep: Class 38 contains 206518 members 
Mstep: Class 39 contains 218715 members 
Mstep: Class 40 contains 10461 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486928.000000 Penalty: 154667.750000
Iteration 326Q: 44 clusters Score -2.354869e+08 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169308 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 34865 members 
Mstep: Class 4 contains 25614 members 
Mstep: Class 5 contains 82760 members 
Mstep: Class 6 contains 28775 members 
Mstep: Class 7 contains 13794 members 
Mstep: Class 8 contains 5824 members 
Mstep: Class 9 contains 55363 members 
Mstep: Class 10 contains 26517 members 
Mstep: Class 11 contains 15438 members 
Mstep: Class 12 contains 10120 members 
Mstep: Class 13 contains 201785 members 
Mstep: Class 14 contains 12826 members 
Mstep: Class 15 contains 150484 members 
Mstep: Class 16 contains 14752 members 
Mstep: Class 17 contains 7411 members 
Mstep: Class 18 contains 8266 members 
Mstep: Class 19 contains 8864 members 
Mstep: Class 20 contains 9035 members 
Mstep: Class 21 contains 9121 members 
Mstep: Class 22 contains 326092 members 
Mstep: Class 23 contains 5352 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82844 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 92339 members 
Mstep: Class 28 contains 55999 members 
Mstep: Class 29 contains 5286 members 
Mstep: Class 30 contains 8922 members 
Mstep: Class 31 contains 6231 members 
Mstep: Class 32 contains 10627 members 
Mstep: Class 33 contains 42527 members 
Mstep: Class 34 contains 11061 members 
Mstep: Class 35 contains 3746 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8476 members 
Mstep: Class 38 contains 206623 members 
Mstep: Class 39 contains 219039 members 
Mstep: Class 40 contains 10462 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486496.000000 Penalty: 154667.750000
Iteration 327Q: 44 clusters Score -2.354865e+08 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169282 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 34890 members 
Mstep: Class 4 contains 25388 members 
Mstep: Class 5 contains 82772 members 
Mstep: Class 6 contains 28772 members 
Mstep: Class 7 contains 13792 members 
Mstep: Class 8 contains 5822 members 
Mstep: Class 9 contains 55364 members 
Mstep: Class 10 contains 26514 members 
Mstep: Class 11 contains 15432 members 
Mstep: Class 12 contains 10117 members 
Mstep: Class 13 contains 201363 members 
Mstep: Class 14 contains 12828 members 
Mstep: Class 15 contains 150488 members 
Mstep: Class 16 contains 14746 members 
Mstep: Class 17 contains 7410 members 
Mstep: Class 18 contains 8267 members 
Mstep: Class 19 contains 8864 members 
Mstep: Class 20 contains 9035 members 
Mstep: Class 21 contains 9318 members 
Mstep: Class 22 contains 326105 members 
Mstep: Class 23 contains 5348 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82863 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 92328 members 
Mstep: Class 28 contains 55927 members 
Mstep: Class 29 contains 5286 members 
Mstep: Class 30 contains 8934 members 
Mstep: Class 31 contains 6224 members 
Mstep: Class 32 contains 10630 members 
Mstep: Class 33 contains 42531 members 
Mstep: Class 34 contains 11058 members 
Mstep: Class 35 contains 3773 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8478 members 
Mstep: Class 38 contains 206747 members 
Mstep: Class 39 contains 219389 members 
Mstep: Class 40 contains 10463 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486512.000000 Penalty: 154667.750000
Iteration 328Q: 44 clusters Score -2.354865e+08 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169258 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 34921 members 
Mstep: Class 4 contains 25182 members 
Mstep: Class 5 contains 82777 members 
Mstep: Class 6 contains 28766 members 
Mstep: Class 7 contains 13786 members 
Mstep: Class 8 contains 5821 members 
Mstep: Class 9 contains 55370 members 
Mstep: Class 10 contains 26513 members 
Mstep: Class 11 contains 15433 members 
Mstep: Class 12 contains 10119 members 
Mstep: Class 13 contains 200954 members 
Mstep: Class 14 contains 12832 members 
Mstep: Class 15 contains 150496 members 
Mstep: Class 16 contains 14743 members 
Mstep: Class 17 contains 7413 members 
Mstep: Class 18 contains 8266 members 
Mstep: Class 19 contains 8864 members 
Mstep: Class 20 contains 9038 members 
Mstep: Class 21 contains 9508 members 
Mstep: Class 22 contains 326126 members 
Mstep: Class 23 contains 5346 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82865 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 92326 members 
Mstep: Class 28 contains 55850 members 
Mstep: Class 29 contains 5289 members 
Mstep: Class 30 contains 8941 members 
Mstep: Class 31 contains 6223 members 
Mstep: Class 32 contains 10635 members 
Mstep: Class 33 contains 42535 members 
Mstep: Class 34 contains 11054 members 
Mstep: Class 35 contains 3797 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8481 members 
Mstep: Class 38 contains 206851 members 
Mstep: Class 39 contains 219706 members 
Mstep: Class 40 contains 10463 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486800.000000 Penalty: 154667.750000
Iteration 329Q: 44 clusters Score -2.354868e+08 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169217 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 34943 members 
Mstep: Class 4 contains 24969 members 
Mstep: Class 5 contains 82785 members 
Mstep: Class 6 contains 28761 members 
Mstep: Class 7 contains 13780 members 
Mstep: Class 8 contains 5821 members 
Mstep: Class 9 contains 55364 members 
Mstep: Class 10 contains 26521 members 
Mstep: Class 11 contains 15441 members 
Mstep: Class 12 contains 10113 members 
Mstep: Class 13 contains 200531 members 
Mstep: Class 14 contains 12832 members 
Mstep: Class 15 contains 150507 members 
Mstep: Class 16 contains 14748 members 
Mstep: Class 17 contains 7420 members 
Mstep: Class 18 contains 8268 members 
Mstep: Class 19 contains 8863 members 
Mstep: Class 20 contains 9040 members 
Mstep: Class 21 contains 9701 members 
Mstep: Class 22 contains 326130 members 
Mstep: Class 23 contains 5345 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82861 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 92330 members 
Mstep: Class 28 contains 55788 members 
Mstep: Class 29 contains 5293 members 
Mstep: Class 30 contains 8941 members 
Mstep: Class 31 contains 6224 members 
Mstep: Class 32 contains 10640 members 
Mstep: Class 33 contains 42547 members 
Mstep: Class 34 contains 11053 members 
Mstep: Class 35 contains 3823 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8482 members 
Mstep: Class 38 contains 206959 members 
Mstep: Class 39 contains 220045 members 
Mstep: Class 40 contains 10462 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486688.000000 Penalty: 154667.750000
Iteration 330Q: 44 clusters Score -2.354867e+08 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169176 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 34955 members 
Mstep: Class 4 contains 24776 members 
Mstep: Class 5 contains 82789 members 
Mstep: Class 6 contains 28749 members 
Mstep: Class 7 contains 13777 members 
Mstep: Class 8 contains 5820 members 
Mstep: Class 9 contains 55355 members 
Mstep: Class 10 contains 26523 members 
Mstep: Class 11 contains 15442 members 
Mstep: Class 12 contains 10115 members 
Mstep: Class 13 contains 200138 members 
Mstep: Class 14 contains 12832 members 
Mstep: Class 15 contains 150515 members 
Mstep: Class 16 contains 14753 members 
Mstep: Class 17 contains 7419 members 
Mstep: Class 18 contains 8268 members 
Mstep: Class 19 contains 8867 members 
Mstep: Class 20 contains 9044 members 
Mstep: Class 21 contains 9874 members 
Mstep: Class 22 contains 326133 members 
Mstep: Class 23 contains 5345 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82871 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 92335 members 
Mstep: Class 28 contains 55719 members 
Mstep: Class 29 contains 5295 members 
Mstep: Class 30 contains 8947 members 
Mstep: Class 31 contains 6224 members 
Mstep: Class 32 contains 10657 members 
Mstep: Class 33 contains 42553 members 
Mstep: Class 34 contains 11053 members 
Mstep: Class 35 contains 3857 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8479 members 
Mstep: Class 38 contains 207068 members 
Mstep: Class 39 contains 220364 members 
Mstep: Class 40 contains 10461 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235486832.000000 Penalty: 154667.750000
Iteration 331Q: 44 clusters Score -2.354868e+08 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169137 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 34969 members 
Mstep: Class 4 contains 24589 members 
Mstep: Class 5 contains 82798 members 
Mstep: Class 6 contains 28739 members 
Mstep: Class 7 contains 13774 members 
Mstep: Class 8 contains 5821 members 
Mstep: Class 9 contains 55348 members 
Mstep: Class 10 contains 26528 members 
Mstep: Class 11 contains 15445 members 
Mstep: Class 12 contains 10110 members 
Mstep: Class 13 contains 199767 members 
Mstep: Class 14 contains 12834 members 
Mstep: Class 15 contains 150525 members 
Mstep: Class 16 contains 14755 members 
Mstep: Class 17 contains 7416 members 
Mstep: Class 18 contains 8266 members 
Mstep: Class 19 contains 8868 members 
Mstep: Class 20 contains 9047 members 
Mstep: Class 21 contains 10056 members 
Mstep: Class 22 contains 326151 members 
Mstep: Class 23 contains 5341 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82880 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 92331 members 
Mstep: Class 28 contains 55637 members 
Mstep: Class 29 contains 5296 members 
Mstep: Class 30 contains 8960 members 
Mstep: Class 31 contains 6227 members 
Mstep: Class 32 contains 10684 members 
Mstep: Class 33 contains 42559 members 
Mstep: Class 34 contains 11044 members 
Mstep: Class 35 contains 3901 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8480 members 
Mstep: Class 38 contains 207122 members 
Mstep: Class 39 contains 220680 members 
Mstep: Class 40 contains 10462 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235487120.000000 Penalty: 154667.750000
Iteration 332Q: 44 clusters Score -2.354871e+08 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169114 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 34973 members 
Mstep: Class 4 contains 24424 members 
Mstep: Class 5 contains 82807 members 
Mstep: Class 6 contains 28728 members 
Mstep: Class 7 contains 13771 members 
Mstep: Class 8 contains 5820 members 
Mstep: Class 9 contains 55351 members 
Mstep: Class 10 contains 26534 members 
Mstep: Class 11 contains 15450 members 
Mstep: Class 12 contains 10104 members 
Mstep: Class 13 contains 199408 members 
Mstep: Class 14 contains 12835 members 
Mstep: Class 15 contains 150534 members 
Mstep: Class 16 contains 14758 members 
Mstep: Class 17 contains 7409 members 
Mstep: Class 18 contains 8265 members 
Mstep: Class 19 contains 8869 members 
Mstep: Class 20 contains 9052 members 
Mstep: Class 21 contains 10210 members 
Mstep: Class 22 contains 326160 members 
Mstep: Class 23 contains 5336 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82900 members 
Mstep: Class 26 contains 831 members 
Mstep: Class 27 contains 92349 members 
Mstep: Class 28 contains 55563 members 
Mstep: Class 29 contains 5298 members 
Mstep: Class 30 contains 8974 members 
Mstep: Class 31 contains 6228 members 
Mstep: Class 32 contains 10692 members 
Mstep: Class 33 contains 42564 members 
Mstep: Class 34 contains 11039 members 
Mstep: Class 35 contains 3954 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8480 members 
Mstep: Class 38 contains 207153 members 
Mstep: Class 39 contains 220978 members 
Mstep: Class 40 contains 10463 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235487424.000000 Penalty: 154667.750000
Iteration 333Q: 44 clusters Score -2.354874e+08 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169084 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 34980 members 
Mstep: Class 4 contains 24308 members 
Mstep: Class 5 contains 82815 members 
Mstep: Class 6 contains 28715 members 
Mstep: Class 7 contains 13773 members 
Mstep: Class 8 contains 5820 members 
Mstep: Class 9 contains 55348 members 
Mstep: Class 10 contains 26542 members 
Mstep: Class 11 contains 15451 members 
Mstep: Class 12 contains 10103 members 
Mstep: Class 13 contains 199073 members 
Mstep: Class 14 contains 12842 members 
Mstep: Class 15 contains 150539 members 
Mstep: Class 16 contains 14761 members 
Mstep: Class 17 contains 7410 members 
Mstep: Class 18 contains 8264 members 
Mstep: Class 19 contains 8872 members 
Mstep: Class 20 contains 9056 members 
Mstep: Class 21 contains 10332 members 
Mstep: Class 22 contains 326182 members 
Mstep: Class 23 contains 5328 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82917 members 
Mstep: Class 26 contains 832 members 
Mstep: Class 27 contains 92355 members 
Mstep: Class 28 contains 55473 members 
Mstep: Class 29 contains 5300 members 
Mstep: Class 30 contains 8978 members 
Mstep: Class 31 contains 6232 members 
Mstep: Class 32 contains 10700 members 
Mstep: Class 33 contains 42567 members 
Mstep: Class 34 contains 11040 members 
Mstep: Class 35 contains 4024 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8480 members 
Mstep: Class 38 contains 207150 members 
Mstep: Class 39 contains 221268 members 
Mstep: Class 40 contains 10464 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235487936.000000 Penalty: 154667.750000
Iteration 334Q: 44 clusters Score -2.354879e+08 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169068 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 34988 members 
Mstep: Class 4 contains 24222 members 
Mstep: Class 5 contains 82818 members 
Mstep: Class 6 contains 28696 members 
Mstep: Class 7 contains 13770 members 
Mstep: Class 8 contains 5820 members 
Mstep: Class 9 contains 55344 members 
Mstep: Class 10 contains 26546 members 
Mstep: Class 11 contains 15444 members 
Mstep: Class 12 contains 10102 members 
Mstep: Class 13 contains 198761 members 
Mstep: Class 14 contains 12848 members 
Mstep: Class 15 contains 150544 members 
Mstep: Class 16 contains 14766 members 
Mstep: Class 17 contains 7403 members 
Mstep: Class 18 contains 8263 members 
Mstep: Class 19 contains 8875 members 
Mstep: Class 20 contains 9056 members 
Mstep: Class 21 contains 10446 members 
Mstep: Class 22 contains 326202 members 
Mstep: Class 23 contains 5332 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82929 members 
Mstep: Class 26 contains 832 members 
Mstep: Class 27 contains 92362 members 
Mstep: Class 28 contains 55382 members 
Mstep: Class 29 contains 5302 members 
Mstep: Class 30 contains 8974 members 
Mstep: Class 31 contains 6234 members 
Mstep: Class 32 contains 10711 members 
Mstep: Class 33 contains 42571 members 
Mstep: Class 34 contains 11049 members 
Mstep: Class 35 contains 4093 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8476 members 
Mstep: Class 38 contains 207134 members 
Mstep: Class 39 contains 221552 members 
Mstep: Class 40 contains 10463 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235488000.000000 Penalty: 154667.750000
Iteration 335Q: 44 clusters Score -2.35488e+08 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169061 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 35006 members 
Mstep: Class 4 contains 24139 members 
Mstep: Class 5 contains 82824 members 
Mstep: Class 6 contains 28684 members 
Mstep: Class 7 contains 13766 members 
Mstep: Class 8 contains 5820 members 
Mstep: Class 9 contains 55344 members 
Mstep: Class 10 contains 26544 members 
Mstep: Class 11 contains 15429 members 
Mstep: Class 12 contains 10104 members 
Mstep: Class 13 contains 198455 members 
Mstep: Class 14 contains 12854 members 
Mstep: Class 15 contains 150550 members 
Mstep: Class 16 contains 14769 members 
Mstep: Class 17 contains 7409 members 
Mstep: Class 18 contains 8265 members 
Mstep: Class 19 contains 8875 members 
Mstep: Class 20 contains 9058 members 
Mstep: Class 21 contains 10558 members 
Mstep: Class 22 contains 326213 members 
Mstep: Class 23 contains 5330 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82942 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 92374 members 
Mstep: Class 28 contains 55302 members 
Mstep: Class 29 contains 5304 members 
Mstep: Class 30 contains 8972 members 
Mstep: Class 31 contains 6240 members 
Mstep: Class 32 contains 10718 members 
Mstep: Class 33 contains 42573 members 
Mstep: Class 34 contains 11058 members 
Mstep: Class 35 contains 4151 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8478 members 
Mstep: Class 38 contains 207101 members 
Mstep: Class 39 contains 221814 members 
Mstep: Class 40 contains 10464 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235488320.000000 Penalty: 154667.750000
Iteration 336Q: 44 clusters Score -2.354883e+08 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169045 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 35051 members 
Mstep: Class 4 contains 24075 members 
Mstep: Class 5 contains 82827 members 
Mstep: Class 6 contains 28677 members 
Mstep: Class 7 contains 13767 members 
Mstep: Class 8 contains 5821 members 
Mstep: Class 9 contains 55338 members 
Mstep: Class 10 contains 26546 members 
Mstep: Class 11 contains 15430 members 
Mstep: Class 12 contains 10113 members 
Mstep: Class 13 contains 198139 members 
Mstep: Class 14 contains 12863 members 
Mstep: Class 15 contains 150551 members 
Mstep: Class 16 contains 14774 members 
Mstep: Class 17 contains 7406 members 
Mstep: Class 18 contains 8266 members 
Mstep: Class 19 contains 8877 members 
Mstep: Class 20 contains 9058 members 
Mstep: Class 21 contains 10685 members 
Mstep: Class 22 contains 326217 members 
Mstep: Class 23 contains 5329 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82953 members 
Mstep: Class 26 contains 832 members 
Mstep: Class 27 contains 92392 members 
Mstep: Class 28 contains 55212 members 
Mstep: Class 29 contains 5308 members 
Mstep: Class 30 contains 8966 members 
Mstep: Class 31 contains 6239 members 
Mstep: Class 32 contains 10729 members 
Mstep: Class 33 contains 42584 members 
Mstep: Class 34 contains 11058 members 
Mstep: Class 35 contains 4181 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8475 members 
Mstep: Class 38 contains 207049 members 
Mstep: Class 39 contains 222078 members 
Mstep: Class 40 contains 10467 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235487888.000000 Penalty: 154667.750000
Iteration 337Q: 44 clusters Score -2.354879e+08 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169022 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 35087 members 
Mstep: Class 4 contains 24020 members 
Mstep: Class 5 contains 82833 members 
Mstep: Class 6 contains 28668 members 
Mstep: Class 7 contains 13767 members 
Mstep: Class 8 contains 5820 members 
Mstep: Class 9 contains 55334 members 
Mstep: Class 10 contains 26544 members 
Mstep: Class 11 contains 15433 members 
Mstep: Class 12 contains 10113 members 
Mstep: Class 13 contains 197798 members 
Mstep: Class 14 contains 12869 members 
Mstep: Class 15 contains 150555 members 
Mstep: Class 16 contains 14781 members 
Mstep: Class 17 contains 7413 members 
Mstep: Class 18 contains 8267 members 
Mstep: Class 19 contains 8877 members 
Mstep: Class 20 contains 9060 members 
Mstep: Class 21 contains 10775 members 
Mstep: Class 22 contains 326243 members 
Mstep: Class 23 contains 5331 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82969 members 
Mstep: Class 26 contains 832 members 
Mstep: Class 27 contains 92412 members 
Mstep: Class 28 contains 55123 members 
Mstep: Class 29 contains 5313 members 
Mstep: Class 30 contains 8965 members 
Mstep: Class 31 contains 6240 members 
Mstep: Class 32 contains 10739 members 
Mstep: Class 33 contains 42586 members 
Mstep: Class 34 contains 11056 members 
Mstep: Class 35 contains 4213 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8477 members 
Mstep: Class 38 contains 207015 members 
Mstep: Class 39 contains 222361 members 
Mstep: Class 40 contains 10467 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235487776.000000 Penalty: 154667.750000
Iteration 338Q: 44 clusters Score -2.354878e+08 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169015 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 35101 members 
Mstep: Class 4 contains 23969 members 
Mstep: Class 5 contains 82836 members 
Mstep: Class 6 contains 28655 members 
Mstep: Class 7 contains 13763 members 
Mstep: Class 8 contains 5820 members 
Mstep: Class 9 contains 55331 members 
Mstep: Class 10 contains 26549 members 
Mstep: Class 11 contains 15435 members 
Mstep: Class 12 contains 10110 members 
Mstep: Class 13 contains 197492 members 
Mstep: Class 14 contains 12876 members 
Mstep: Class 15 contains 150560 members 
Mstep: Class 16 contains 14789 members 
Mstep: Class 17 contains 7416 members 
Mstep: Class 18 contains 8267 members 
Mstep: Class 19 contains 8878 members 
Mstep: Class 20 contains 9061 members 
Mstep: Class 21 contains 10880 members 
Mstep: Class 22 contains 326244 members 
Mstep: Class 23 contains 5339 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82977 members 
Mstep: Class 26 contains 832 members 
Mstep: Class 27 contains 92413 members 
Mstep: Class 28 contains 55066 members 
Mstep: Class 29 contains 5315 members 
Mstep: Class 30 contains 8963 members 
Mstep: Class 31 contains 6238 members 
Mstep: Class 32 contains 10756 members 
Mstep: Class 33 contains 42583 members 
Mstep: Class 34 contains 11053 members 
Mstep: Class 35 contains 4246 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8475 members 
Mstep: Class 38 contains 206973 members 
Mstep: Class 39 contains 222635 members 
Mstep: Class 40 contains 10467 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235487504.000000 Penalty: 154667.750000
Iteration 339Q: 44 clusters Score -2.354875e+08 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 169010 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 35125 members 
Mstep: Class 4 contains 23923 members 
Mstep: Class 5 contains 82836 members 
Mstep: Class 6 contains 28643 members 
Mstep: Class 7 contains 13759 members 
Mstep: Class 8 contains 5820 members 
Mstep: Class 9 contains 55324 members 
Mstep: Class 10 contains 26555 members 
Mstep: Class 11 contains 15436 members 
Mstep: Class 12 contains 10112 members 
Mstep: Class 13 contains 197196 members 
Mstep: Class 14 contains 12877 members 
Mstep: Class 15 contains 150560 members 
Mstep: Class 16 contains 14795 members 
Mstep: Class 17 contains 7415 members 
Mstep: Class 18 contains 8267 members 
Mstep: Class 19 contains 8878 members 
Mstep: Class 20 contains 9062 members 
Mstep: Class 21 contains 10973 members 
Mstep: Class 22 contains 326245 members 
Mstep: Class 23 contains 5349 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82988 members 
Mstep: Class 26 contains 833 members 
Mstep: Class 27 contains 92419 members 
Mstep: Class 28 contains 55012 members 
Mstep: Class 29 contains 5317 members 
Mstep: Class 30 contains 8961 members 
Mstep: Class 31 contains 6238 members 
Mstep: Class 32 contains 10767 members 
Mstep: Class 33 contains 42583 members 
Mstep: Class 34 contains 11056 members 
Mstep: Class 35 contains 4259 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8477 members 
Mstep: Class 38 contains 206923 members 
Mstep: Class 39 contains 222920 members 
Mstep: Class 40 contains 10465 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235487648.000000 Penalty: 154667.750000
Iteration 340F: 44 clusters Score -2.354876e+08 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168997 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 35162 members 
Mstep: Class 4 contains 23890 members 
Mstep: Class 5 contains 82839 members 
Mstep: Class 6 contains 28639 members 
Mstep: Class 7 contains 13758 members 
Mstep: Class 8 contains 5820 members 
Mstep: Class 9 contains 55329 members 
Mstep: Class 10 contains 26556 members 
Mstep: Class 11 contains 15445 members 
Mstep: Class 12 contains 10118 members 
Mstep: Class 13 contains 196869 members 
Mstep: Class 14 contains 12873 members 
Mstep: Class 15 contains 150564 members 
Mstep: Class 16 contains 14797 members 
Mstep: Class 17 contains 7414 members 
Mstep: Class 18 contains 8266 members 
Mstep: Class 19 contains 8879 members 
Mstep: Class 20 contains 9062 members 
Mstep: Class 21 contains 11020 members 
Mstep: Class 22 contains 326249 members 
Mstep: Class 23 contains 5351 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82994 members 
Mstep: Class 26 contains 834 members 
Mstep: Class 27 contains 92425 members 
Mstep: Class 28 contains 54960 members 
Mstep: Class 29 contains 5317 members 
Mstep: Class 30 contains 8960 members 
Mstep: Class 31 contains 6239 members 
Mstep: Class 32 contains 10769 members 
Mstep: Class 33 contains 42580 members 
Mstep: Class 34 contains 11054 members 
Mstep: Class 35 contains 4277 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8477 members 
Mstep: Class 38 contains 206875 members 
Mstep: Class 39 contains 223252 members 
Mstep: Class 40 contains 10468 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235487840.000000 Penalty: 154667.750000
Iteration 341Q: 44 clusters Score -2.354878e+08 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168992 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 35199 members 
Mstep: Class 4 contains 23865 members 
Mstep: Class 5 contains 82837 members 
Mstep: Class 6 contains 28629 members 
Mstep: Class 7 contains 13754 members 
Mstep: Class 8 contains 5820 members 
Mstep: Class 9 contains 55329 members 
Mstep: Class 10 contains 26554 members 
Mstep: Class 11 contains 15448 members 
Mstep: Class 12 contains 10125 members 
Mstep: Class 13 contains 196572 members 
Mstep: Class 14 contains 12875 members 
Mstep: Class 15 contains 150570 members 
Mstep: Class 16 contains 14802 members 
Mstep: Class 17 contains 7412 members 
Mstep: Class 18 contains 8265 members 
Mstep: Class 19 contains 8881 members 
Mstep: Class 20 contains 9063 members 
Mstep: Class 21 contains 11066 members 
Mstep: Class 22 contains 326263 members 
Mstep: Class 23 contains 5348 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 83002 members 
Mstep: Class 26 contains 835 members 
Mstep: Class 27 contains 92436 members 
Mstep: Class 28 contains 54895 members 
Mstep: Class 29 contains 5320 members 
Mstep: Class 30 contains 8961 members 
Mstep: Class 31 contains 6237 members 
Mstep: Class 32 contains 10774 members 
Mstep: Class 33 contains 42583 members 
Mstep: Class 34 contains 11053 members 
Mstep: Class 35 contains 4291 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8478 members 
Mstep: Class 38 contains 206834 members 
Mstep: Class 39 contains 223540 members 
Mstep: Class 40 contains 10470 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235487616.000000 Penalty: 154667.750000
Iteration 342Q: 44 clusters Score -2.354876e+08 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168995 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 35223 members 
Mstep: Class 4 contains 23852 members 
Mstep: Class 5 contains 82834 members 
Mstep: Class 6 contains 28623 members 
Mstep: Class 7 contains 13751 members 
Mstep: Class 8 contains 5820 members 
Mstep: Class 9 contains 55331 members 
Mstep: Class 10 contains 26557 members 
Mstep: Class 11 contains 15447 members 
Mstep: Class 12 contains 10130 members 
Mstep: Class 13 contains 196355 members 
Mstep: Class 14 contains 12874 members 
Mstep: Class 15 contains 150570 members 
Mstep: Class 16 contains 14808 members 
Mstep: Class 17 contains 7413 members 
Mstep: Class 18 contains 8265 members 
Mstep: Class 19 contains 8880 members 
Mstep: Class 20 contains 9064 members 
Mstep: Class 21 contains 11112 members 
Mstep: Class 22 contains 326250 members 
Mstep: Class 23 contains 5348 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 83013 members 
Mstep: Class 26 contains 835 members 
Mstep: Class 27 contains 92463 members 
Mstep: Class 28 contains 54839 members 
Mstep: Class 29 contains 5322 members 
Mstep: Class 30 contains 8961 members 
Mstep: Class 31 contains 6235 members 
Mstep: Class 32 contains 10778 members 
Mstep: Class 33 contains 42592 members 
Mstep: Class 34 contains 11048 members 
Mstep: Class 35 contains 4297 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8479 members 
Mstep: Class 38 contains 206782 members 
Mstep: Class 39 contains 223761 members 
Mstep: Class 40 contains 10470 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235487920.000000 Penalty: 154667.750000
Iteration 343Q: 44 clusters Score -2.354879e+08 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168993 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 35238 members 
Mstep: Class 4 contains 23840 members 
Mstep: Class 5 contains 82835 members 
Mstep: Class 6 contains 28613 members 
Mstep: Class 7 contains 13751 members 
Mstep: Class 8 contains 5821 members 
Mstep: Class 9 contains 55334 members 
Mstep: Class 10 contains 26565 members 
Mstep: Class 11 contains 15440 members 
Mstep: Class 12 contains 10135 members 
Mstep: Class 13 contains 196109 members 
Mstep: Class 14 contains 12877 members 
Mstep: Class 15 contains 150575 members 
Mstep: Class 16 contains 14810 members 
Mstep: Class 17 contains 7412 members 
Mstep: Class 18 contains 8264 members 
Mstep: Class 19 contains 8881 members 
Mstep: Class 20 contains 9066 members 
Mstep: Class 21 contains 11153 members 
Mstep: Class 22 contains 326243 members 
Mstep: Class 23 contains 5349 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 83023 members 
Mstep: Class 26 contains 835 members 
Mstep: Class 27 contains 92477 members 
Mstep: Class 28 contains 54810 members 
Mstep: Class 29 contains 5323 members 
Mstep: Class 30 contains 8961 members 
Mstep: Class 31 contains 6236 members 
Mstep: Class 32 contains 10778 members 
Mstep: Class 33 contains 42592 members 
Mstep: Class 34 contains 11045 members 
Mstep: Class 35 contains 4304 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8478 members 
Mstep: Class 38 contains 206758 members 
Mstep: Class 39 contains 223982 members 
Mstep: Class 40 contains 10471 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235488032.000000 Penalty: 154667.750000
Iteration 344Q: 44 clusters Score -2.35488e+08 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168987 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 35259 members 
Mstep: Class 4 contains 23835 members 
Mstep: Class 5 contains 82831 members 
Mstep: Class 6 contains 28602 members 
Mstep: Class 7 contains 13749 members 
Mstep: Class 8 contains 5821 members 
Mstep: Class 9 contains 55335 members 
Mstep: Class 10 contains 26570 members 
Mstep: Class 11 contains 15432 members 
Mstep: Class 12 contains 10134 members 
Mstep: Class 13 contains 195939 members 
Mstep: Class 14 contains 12878 members 
Mstep: Class 15 contains 150575 members 
Mstep: Class 16 contains 14811 members 
Mstep: Class 17 contains 7413 members 
Mstep: Class 18 contains 8263 members 
Mstep: Class 19 contains 8882 members 
Mstep: Class 20 contains 9068 members 
Mstep: Class 21 contains 11188 members 
Mstep: Class 22 contains 326256 members 
Mstep: Class 23 contains 5351 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 83028 members 
Mstep: Class 26 contains 835 members 
Mstep: Class 27 contains 92490 members 
Mstep: Class 28 contains 54765 members 
Mstep: Class 29 contains 5323 members 
Mstep: Class 30 contains 8960 members 
Mstep: Class 31 contains 6239 members 
Mstep: Class 32 contains 10780 members 
Mstep: Class 33 contains 42599 members 
Mstep: Class 34 contains 11045 members 
Mstep: Class 35 contains 4312 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8480 members 
Mstep: Class 38 contains 206714 members 
Mstep: Class 39 contains 224157 members 
Mstep: Class 40 contains 10471 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235487872.000000 Penalty: 154667.750000
Iteration 345Q: 44 clusters Score -2.354879e+08 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168983 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 35278 members 
Mstep: Class 4 contains 23826 members 
Mstep: Class 5 contains 82827 members 
Mstep: Class 6 contains 28595 members 
Mstep: Class 7 contains 13745 members 
Mstep: Class 8 contains 5821 members 
Mstep: Class 9 contains 55336 members 
Mstep: Class 10 contains 26573 members 
Mstep: Class 11 contains 15431 members 
Mstep: Class 12 contains 10136 members 
Mstep: Class 13 contains 195810 members 
Mstep: Class 14 contains 12880 members 
Mstep: Class 15 contains 150575 members 
Mstep: Class 16 contains 14811 members 
Mstep: Class 17 contains 7414 members 
Mstep: Class 18 contains 8264 members 
Mstep: Class 19 contains 8882 members 
Mstep: Class 20 contains 9069 members 
Mstep: Class 21 contains 11222 members 
Mstep: Class 22 contains 326243 members 
Mstep: Class 23 contains 5348 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 83033 members 
Mstep: Class 26 contains 835 members 
Mstep: Class 27 contains 92510 members 
Mstep: Class 28 contains 54740 members 
Mstep: Class 29 contains 5323 members 
Mstep: Class 30 contains 8960 members 
Mstep: Class 31 contains 6237 members 
Mstep: Class 32 contains 10783 members 
Mstep: Class 33 contains 42600 members 
Mstep: Class 34 contains 11047 members 
Mstep: Class 35 contains 4316 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8480 members 
Mstep: Class 38 contains 206669 members 
Mstep: Class 39 contains 224303 members 
Mstep: Class 40 contains 10472 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235487760.000000 Penalty: 154667.750000
Iteration 346Q: 44 clusters Score -2.354878e+08 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168973 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 35298 members 
Mstep: Class 4 contains 23823 members 
Mstep: Class 5 contains 82826 members 
Mstep: Class 6 contains 28588 members 
Mstep: Class 7 contains 13739 members 
Mstep: Class 8 contains 5821 members 
Mstep: Class 9 contains 55340 members 
Mstep: Class 10 contains 26577 members 
Mstep: Class 11 contains 15430 members 
Mstep: Class 12 contains 10141 members 
Mstep: Class 13 contains 195683 members 
Mstep: Class 14 contains 12881 members 
Mstep: Class 15 contains 150574 members 
Mstep: Class 16 contains 14810 members 
Mstep: Class 17 contains 7416 members 
Mstep: Class 18 contains 8264 members 
Mstep: Class 19 contains 8880 members 
Mstep: Class 20 contains 9068 members 
Mstep: Class 21 contains 11248 members 
Mstep: Class 22 contains 326241 members 
Mstep: Class 23 contains 5349 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 83037 members 
Mstep: Class 26 contains 835 members 
Mstep: Class 27 contains 92533 members 
Mstep: Class 28 contains 54720 members 
Mstep: Class 29 contains 5323 members 
Mstep: Class 30 contains 8960 members 
Mstep: Class 31 contains 6242 members 
Mstep: Class 32 contains 10779 members 
Mstep: Class 33 contains 42603 members 
Mstep: Class 34 contains 11049 members 
Mstep: Class 35 contains 4321 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8480 members 
Mstep: Class 38 contains 206624 members 
Mstep: Class 39 contains 224429 members 
Mstep: Class 40 contains 10472 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235487664.000000 Penalty: 154667.750000
Iteration 347Q: 44 clusters Score -2.354877e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168964 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 35307 members 
Mstep: Class 4 contains 23821 members 
Mstep: Class 5 contains 82825 members 
Mstep: Class 6 contains 28584 members 
Mstep: Class 7 contains 13729 members 
Mstep: Class 8 contains 5821 members 
Mstep: Class 9 contains 55339 members 
Mstep: Class 10 contains 26576 members 
Mstep: Class 11 contains 15426 members 
Mstep: Class 12 contains 10143 members 
Mstep: Class 13 contains 195550 members 
Mstep: Class 14 contains 12880 members 
Mstep: Class 15 contains 150572 members 
Mstep: Class 16 contains 14812 members 
Mstep: Class 17 contains 7418 members 
Mstep: Class 18 contains 8264 members 
Mstep: Class 19 contains 8876 members 
Mstep: Class 20 contains 9068 members 
Mstep: Class 21 contains 11263 members 
Mstep: Class 22 contains 326230 members 
Mstep: Class 23 contains 5351 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 83037 members 
Mstep: Class 26 contains 837 members 
Mstep: Class 27 contains 92556 members 
Mstep: Class 28 contains 54710 members 
Mstep: Class 29 contains 5323 members 
Mstep: Class 30 contains 8959 members 
Mstep: Class 31 contains 6240 members 
Mstep: Class 32 contains 10781 members 
Mstep: Class 33 contains 42604 members 
Mstep: Class 34 contains 11051 members 
Mstep: Class 35 contains 4334 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8481 members 
Mstep: Class 38 contains 206593 members 
Mstep: Class 39 contains 224578 members 
Mstep: Class 40 contains 10474 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235487840.000000 Penalty: 154667.750000
Iteration 348Q: 44 clusters Score -2.354878e+08 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168964 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 35325 members 
Mstep: Class 4 contains 23817 members 
Mstep: Class 5 contains 82826 members 
Mstep: Class 6 contains 28578 members 
Mstep: Class 7 contains 13725 members 
Mstep: Class 8 contains 5821 members 
Mstep: Class 9 contains 55334 members 
Mstep: Class 10 contains 26575 members 
Mstep: Class 11 contains 15425 members 
Mstep: Class 12 contains 10146 members 
Mstep: Class 13 contains 195412 members 
Mstep: Class 14 contains 12882 members 
Mstep: Class 15 contains 150569 members 
Mstep: Class 16 contains 14816 members 
Mstep: Class 17 contains 7418 members 
Mstep: Class 18 contains 8264 members 
Mstep: Class 19 contains 8875 members 
Mstep: Class 20 contains 9068 members 
Mstep: Class 21 contains 11283 members 
Mstep: Class 22 contains 326236 members 
Mstep: Class 23 contains 5357 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 83037 members 
Mstep: Class 26 contains 837 members 
Mstep: Class 27 contains 92576 members 
Mstep: Class 28 contains 54689 members 
Mstep: Class 29 contains 5324 members 
Mstep: Class 30 contains 8957 members 
Mstep: Class 31 contains 6237 members 
Mstep: Class 32 contains 10781 members 
Mstep: Class 33 contains 42605 members 
Mstep: Class 34 contains 11053 members 
Mstep: Class 35 contains 4344 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8481 members 
Mstep: Class 38 contains 206558 members 
Mstep: Class 39 contains 224705 members 
Mstep: Class 40 contains 10477 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235487872.000000 Penalty: 154667.750000
Iteration 349Q: 44 clusters Score -2.354879e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168964 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 35341 members 
Mstep: Class 4 contains 23816 members 
Mstep: Class 5 contains 82824 members 
Mstep: Class 6 contains 28572 members 
Mstep: Class 7 contains 13720 members 
Mstep: Class 8 contains 5821 members 
Mstep: Class 9 contains 55332 members 
Mstep: Class 10 contains 26572 members 
Mstep: Class 11 contains 15426 members 
Mstep: Class 12 contains 10145 members 
Mstep: Class 13 contains 195322 members 
Mstep: Class 14 contains 12885 members 
Mstep: Class 15 contains 150565 members 
Mstep: Class 16 contains 14815 members 
Mstep: Class 17 contains 7412 members 
Mstep: Class 18 contains 8265 members 
Mstep: Class 19 contains 8875 members 
Mstep: Class 20 contains 9068 members 
Mstep: Class 21 contains 11296 members 
Mstep: Class 22 contains 326233 members 
Mstep: Class 23 contains 5359 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 83039 members 
Mstep: Class 26 contains 837 members 
Mstep: Class 27 contains 92586 members 
Mstep: Class 28 contains 54681 members 
Mstep: Class 29 contains 5325 members 
Mstep: Class 30 contains 8955 members 
Mstep: Class 31 contains 6236 members 
Mstep: Class 32 contains 10782 members 
Mstep: Class 33 contains 42611 members 
Mstep: Class 34 contains 11056 members 
Mstep: Class 35 contains 4350 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8481 members 
Mstep: Class 38 contains 206537 members 
Mstep: Class 39 contains 224796 members 
Mstep: Class 40 contains 10477 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235487680.000000 Penalty: 154667.750000
Iteration 350Q: 44 clusters Score -2.354877e+08 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168966 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 35350 members 
Mstep: Class 4 contains 23811 members 
Mstep: Class 5 contains 82820 members 
Mstep: Class 6 contains 28569 members 
Mstep: Class 7 contains 13715 members 
Mstep: Class 8 contains 5821 members 
Mstep: Class 9 contains 55326 members 
Mstep: Class 10 contains 26567 members 
Mstep: Class 11 contains 15428 members 
Mstep: Class 12 contains 10147 members 
Mstep: Class 13 contains 195258 members 
Mstep: Class 14 contains 12886 members 
Mstep: Class 15 contains 150569 members 
Mstep: Class 16 contains 14815 members 
Mstep: Class 17 contains 7412 members 
Mstep: Class 18 contains 8265 members 
Mstep: Class 19 contains 8875 members 
Mstep: Class 20 contains 9069 members 
Mstep: Class 21 contains 11313 members 
Mstep: Class 22 contains 326227 members 
Mstep: Class 23 contains 5364 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 83039 members 
Mstep: Class 26 contains 837 members 
Mstep: Class 27 contains 92604 members 
Mstep: Class 28 contains 54648 members 
Mstep: Class 29 contains 5326 members 
Mstep: Class 30 contains 8955 members 
Mstep: Class 31 contains 6237 members 
Mstep: Class 32 contains 10785 members 
Mstep: Class 33 contains 42609 members 
Mstep: Class 34 contains 11056 members 
Mstep: Class 35 contains 4354 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8481 members 
Mstep: Class 38 contains 206539 members 
Mstep: Class 39 contains 224854 members 
Mstep: Class 40 contains 10480 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235487456.000000 Penalty: 154667.750000
Iteration 351Q: 44 clusters Score -2.354875e+08 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168970 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 35356 members 
Mstep: Class 4 contains 23807 members 
Mstep: Class 5 contains 82814 members 
Mstep: Class 6 contains 28571 members 
Mstep: Class 7 contains 13709 members 
Mstep: Class 8 contains 5821 members 
Mstep: Class 9 contains 55325 members 
Mstep: Class 10 contains 26566 members 
Mstep: Class 11 contains 15427 members 
Mstep: Class 12 contains 10149 members 
Mstep: Class 13 contains 195207 members 
Mstep: Class 14 contains 12890 members 
Mstep: Class 15 contains 150572 members 
Mstep: Class 16 contains 14815 members 
Mstep: Class 17 contains 7409 members 
Mstep: Class 18 contains 8264 members 
Mstep: Class 19 contains 8875 members 
Mstep: Class 20 contains 9069 members 
Mstep: Class 21 contains 11337 members 
Mstep: Class 22 contains 326223 members 
Mstep: Class 23 contains 5371 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 83040 members 
Mstep: Class 26 contains 837 members 
Mstep: Class 27 contains 92624 members 
Mstep: Class 28 contains 54623 members 
Mstep: Class 29 contains 5328 members 
Mstep: Class 30 contains 8955 members 
Mstep: Class 31 contains 6235 members 
Mstep: Class 32 contains 10787 members 
Mstep: Class 33 contains 42607 members 
Mstep: Class 34 contains 11055 members 
Mstep: Class 35 contains 4360 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8481 members 
Mstep: Class 38 contains 206540 members 
Mstep: Class 39 contains 224873 members 
Mstep: Class 40 contains 10485 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235487664.000000 Penalty: 154667.750000
Iteration 352Q: 44 clusters Score -2.354877e+08 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168957 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 35367 members 
Mstep: Class 4 contains 23805 members 
Mstep: Class 5 contains 82811 members 
Mstep: Class 6 contains 28572 members 
Mstep: Class 7 contains 13707 members 
Mstep: Class 8 contains 5821 members 
Mstep: Class 9 contains 55323 members 
Mstep: Class 10 contains 26565 members 
Mstep: Class 11 contains 15428 members 
Mstep: Class 12 contains 10146 members 
Mstep: Class 13 contains 195213 members 
Mstep: Class 14 contains 12895 members 
Mstep: Class 15 contains 150572 members 
Mstep: Class 16 contains 14816 members 
Mstep: Class 17 contains 7407 members 
Mstep: Class 18 contains 8266 members 
Mstep: Class 19 contains 8875 members 
Mstep: Class 20 contains 9068 members 
Mstep: Class 21 contains 11355 members 
Mstep: Class 22 contains 326207 members 
Mstep: Class 23 contains 5374 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 83041 members 
Mstep: Class 26 contains 837 members 
Mstep: Class 27 contains 92647 members 
Mstep: Class 28 contains 54593 members 
Mstep: Class 29 contains 5327 members 
Mstep: Class 30 contains 8955 members 
Mstep: Class 31 contains 6233 members 
Mstep: Class 32 contains 10789 members 
Mstep: Class 33 contains 42606 members 
Mstep: Class 34 contains 11054 members 
Mstep: Class 35 contains 4364 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8482 members 
Mstep: Class 38 contains 206549 members 
Mstep: Class 39 contains 224861 members 
Mstep: Class 40 contains 10489 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235487712.000000 Penalty: 154667.750000
Iteration 353Q: 44 clusters Score -2.354877e+08 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168961 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 35372 members 
Mstep: Class 4 contains 23802 members 
Mstep: Class 5 contains 82807 members 
Mstep: Class 6 contains 28571 members 
Mstep: Class 7 contains 13704 members 
Mstep: Class 8 contains 5821 members 
Mstep: Class 9 contains 55318 members 
Mstep: Class 10 contains 26564 members 
Mstep: Class 11 contains 15429 members 
Mstep: Class 12 contains 10148 members 
Mstep: Class 13 contains 195251 members 
Mstep: Class 14 contains 12900 members 
Mstep: Class 15 contains 150562 members 
Mstep: Class 16 contains 14817 members 
Mstep: Class 17 contains 7413 members 
Mstep: Class 18 contains 8266 members 
Mstep: Class 19 contains 8876 members 
Mstep: Class 20 contains 9069 members 
Mstep: Class 21 contains 11377 members 
Mstep: Class 22 contains 326199 members 
Mstep: Class 23 contains 5379 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 83041 members 
Mstep: Class 26 contains 837 members 
Mstep: Class 27 contains 92664 members 
Mstep: Class 28 contains 54549 members 
Mstep: Class 29 contains 5327 members 
Mstep: Class 30 contains 8954 members 
Mstep: Class 31 contains 6230 members 
Mstep: Class 32 contains 10793 members 
Mstep: Class 33 contains 42604 members 
Mstep: Class 34 contains 11054 members 
Mstep: Class 35 contains 4372 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8486 members 
Mstep: Class 38 contains 206546 members 
Mstep: Class 39 contains 224816 members 
Mstep: Class 40 contains 10498 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235487424.000000 Penalty: 154667.750000
Iteration 354Q: 44 clusters Score -2.354874e+08 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168964 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 35362 members 
Mstep: Class 4 contains 23802 members 
Mstep: Class 5 contains 82803 members 
Mstep: Class 6 contains 28569 members 
Mstep: Class 7 contains 13699 members 
Mstep: Class 8 contains 5821 members 
Mstep: Class 9 contains 55314 members 
Mstep: Class 10 contains 26568 members 
Mstep: Class 11 contains 15430 members 
Mstep: Class 12 contains 10146 members 
Mstep: Class 13 contains 195333 members 
Mstep: Class 14 contains 12900 members 
Mstep: Class 15 contains 150557 members 
Mstep: Class 16 contains 14819 members 
Mstep: Class 17 contains 7411 members 
Mstep: Class 18 contains 8267 members 
Mstep: Class 19 contains 8876 members 
Mstep: Class 20 contains 9070 members 
Mstep: Class 21 contains 11400 members 
Mstep: Class 22 contains 326188 members 
Mstep: Class 23 contains 5379 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 83045 members 
Mstep: Class 26 contains 837 members 
Mstep: Class 27 contains 92673 members 
Mstep: Class 28 contains 54523 members 
Mstep: Class 29 contains 5327 members 
Mstep: Class 30 contains 8953 members 
Mstep: Class 31 contains 6232 members 
Mstep: Class 32 contains 10795 members 
Mstep: Class 33 contains 42606 members 
Mstep: Class 34 contains 11055 members 
Mstep: Class 35 contains 4380 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8488 members 
Mstep: Class 38 contains 206546 members 
Mstep: Class 39 contains 224737 members 
Mstep: Class 40 contains 10502 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235487536.000000 Penalty: 154667.750000
Iteration 355Q: 44 clusters Score -2.354875e+08 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168969 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 35357 members 
Mstep: Class 4 contains 23802 members 
Mstep: Class 5 contains 82800 members 
Mstep: Class 6 contains 28572 members 
Mstep: Class 7 contains 13697 members 
Mstep: Class 8 contains 5821 members 
Mstep: Class 9 contains 55314 members 
Mstep: Class 10 contains 26571 members 
Mstep: Class 11 contains 15430 members 
Mstep: Class 12 contains 10148 members 
Mstep: Class 13 contains 195452 members 
Mstep: Class 14 contains 12912 members 
Mstep: Class 15 contains 150549 members 
Mstep: Class 16 contains 14819 members 
Mstep: Class 17 contains 7413 members 
Mstep: Class 18 contains 8266 members 
Mstep: Class 19 contains 8874 members 
Mstep: Class 20 contains 9070 members 
Mstep: Class 21 contains 11416 members 
Mstep: Class 22 contains 326172 members 
Mstep: Class 23 contains 5379 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 83048 members 
Mstep: Class 26 contains 837 members 
Mstep: Class 27 contains 92692 members 
Mstep: Class 28 contains 54485 members 
Mstep: Class 29 contains 5327 members 
Mstep: Class 30 contains 8954 members 
Mstep: Class 31 contains 6233 members 
Mstep: Class 32 contains 10796 members 
Mstep: Class 33 contains 42604 members 
Mstep: Class 34 contains 11055 members 
Mstep: Class 35 contains 4388 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8487 members 
Mstep: Class 38 contains 206549 members 
Mstep: Class 39 contains 224612 members 
Mstep: Class 40 contains 10507 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235487712.000000 Penalty: 154667.750000
Iteration 356Q: 44 clusters Score -2.354877e+08 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168975 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 35348 members 
Mstep: Class 4 contains 23801 members 
Mstep: Class 5 contains 82797 members 
Mstep: Class 6 contains 28571 members 
Mstep: Class 7 contains 13697 members 
Mstep: Class 8 contains 5821 members 
Mstep: Class 9 contains 55313 members 
Mstep: Class 10 contains 26574 members 
Mstep: Class 11 contains 15431 members 
Mstep: Class 12 contains 10148 members 
Mstep: Class 13 contains 195599 members 
Mstep: Class 14 contains 12917 members 
Mstep: Class 15 contains 150551 members 
Mstep: Class 16 contains 14819 members 
Mstep: Class 17 contains 7412 members 
Mstep: Class 18 contains 8264 members 
Mstep: Class 19 contains 8874 members 
Mstep: Class 20 contains 9070 members 
Mstep: Class 21 contains 11429 members 
Mstep: Class 22 contains 326154 members 
Mstep: Class 23 contains 5380 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 83050 members 
Mstep: Class 26 contains 837 members 
Mstep: Class 27 contains 92709 members 
Mstep: Class 28 contains 54467 members 
Mstep: Class 29 contains 5327 members 
Mstep: Class 30 contains 8953 members 
Mstep: Class 31 contains 6233 members 
Mstep: Class 32 contains 10801 members 
Mstep: Class 33 contains 42603 members 
Mstep: Class 34 contains 11058 members 
Mstep: Class 35 contains 4389 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8487 members 
Mstep: Class 38 contains 206541 members 
Mstep: Class 39 contains 224469 members 
Mstep: Class 40 contains 10508 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235488016.000000 Penalty: 154667.750000
Iteration 357Q: 44 clusters Score -2.35488e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168976 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 35333 members 
Mstep: Class 4 contains 23797 members 
Mstep: Class 5 contains 82796 members 
Mstep: Class 6 contains 28571 members 
Mstep: Class 7 contains 13697 members 
Mstep: Class 8 contains 5821 members 
Mstep: Class 9 contains 55314 members 
Mstep: Class 10 contains 26577 members 
Mstep: Class 11 contains 15431 members 
Mstep: Class 12 contains 10151 members 
Mstep: Class 13 contains 195754 members 
Mstep: Class 14 contains 12919 members 
Mstep: Class 15 contains 150549 members 
Mstep: Class 16 contains 14820 members 
Mstep: Class 17 contains 7412 members 
Mstep: Class 18 contains 8264 members 
Mstep: Class 19 contains 8874 members 
Mstep: Class 20 contains 9069 members 
Mstep: Class 21 contains 11452 members 
Mstep: Class 22 contains 326133 members 
Mstep: Class 23 contains 5381 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 83050 members 
Mstep: Class 26 contains 837 members 
Mstep: Class 27 contains 92720 members 
Mstep: Class 28 contains 54455 members 
Mstep: Class 29 contains 5327 members 
Mstep: Class 30 contains 8953 members 
Mstep: Class 31 contains 6232 members 
Mstep: Class 32 contains 10802 members 
Mstep: Class 33 contains 42604 members 
Mstep: Class 34 contains 11055 members 
Mstep: Class 35 contains 4394 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8486 members 
Mstep: Class 38 contains 206541 members 
Mstep: Class 39 contains 224319 members 
Mstep: Class 40 contains 10511 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235487968.000000 Penalty: 154667.750000
Iteration 358Q: 44 clusters Score -2.35488e+08 nChanged 403
Entering ConstructFrom: 
Score: -235487968.000000 Penalty: 154667.750000
Entering ConstructFrom: 
Trying to split cluster 1 (168979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168979 members 
Entering Unmasked Estep 
Score: -20644918.000000 Penalty: 2985.307373
	Iteration 0F: 2 clusters Score -2.064492e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84275 members 
Mstep: Class 2 contains 84704 members 
Entering Unmasked Estep 
Score: -20532188.000000 Penalty: 5970.614746
	Iteration 0F: 3 clusters Score -2.053219e+07 nChanged 81170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78893 members 
Mstep: Class 2 contains 90086 members 
Entering Unmasked Estep 
Score: -20579678.000000 Penalty: 5970.614746
	Iteration 1F: 3 clusters Score -2.057968e+07 nChanged 6913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74916 members 
Mstep: Class 2 contains 94063 members 
Entering Unmasked Estep 
Score: -20582112.000000 Penalty: 5970.614746
	Iteration 2Q: 3 clusters Score -2.058211e+07 nChanged 8783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68577 members 
Mstep: Class 2 contains 100402 members 
Entering Unmasked Estep 
Score: -20586130.000000 Penalty: 5970.614746
	Iteration 3F: 3 clusters Score -2.058613e+07 nChanged 10882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59767 members 
Mstep: Class 2 contains 109212 members 
Entering Unmasked Estep 
Score: -20592254.000000 Penalty: 5970.614746
	Iteration 4F: 3 clusters Score -2.059225e+07 nChanged 12612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48771 members 
Mstep: Class 2 contains 120208 members 
Entering Unmasked Estep 
Score: -20600942.000000 Penalty: 5970.614746
	Iteration 5F: 3 clusters Score -2.060094e+07 nChanged 12863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36936 members 
Mstep: Class 2 contains 132043 members 
Entering Unmasked Estep 
Score: -20610918.000000 Penalty: 5970.614746
	Iteration 6F: 3 clusters Score -2.061092e+07 nChanged 11893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 143476 members 
Entering Unmasked Estep 
Score: -20620458.000000 Penalty: 5970.614746
	Iteration 7F: 3 clusters Score -2.062046e+07 nChanged 9852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 153204 members 
Entering Unmasked Estep 
Score: -20628880.000000 Penalty: 5970.614746
	Iteration 8F: 3 clusters Score -2.062888e+07 nChanged 7009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 160193 members 
Entering Unmasked Estep 
Score: -20635010.000000 Penalty: 5970.614746
	Iteration 9Q: 3 clusters Score -2.063501e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 164679 members 
Entering Unmasked Estep 
Score: -20638854.000000 Penalty: 5970.614746
	Iteration 10Q: 3 clusters Score -2.063885e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 166992 members 
Entering Unmasked Estep 
Score: -20640796.000000 Penalty: 5970.614746
	Iteration 11Q: 3 clusters Score -2.06408e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 167987 members 
Entering Unmasked Estep 
Score: -20641632.000000 Penalty: 5970.614746
	Iteration 12Q: 3 clusters Score -2.064163e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 168362 members 
Entering Unmasked Estep 
Score: -20641928.000000 Penalty: 5970.614746
	Iteration 13Q: 3 clusters Score -2.064193e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 168489 members 
Entering Unmasked Estep 
Score: -20642070.000000 Penalty: 5970.614746
	Iteration 14Q: 3 clusters Score -2.064207e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 168551 members 
Entering Unmasked Estep 
Score: -20642124.000000 Penalty: 5970.614746
	Iteration 15Q: 3 clusters Score -2.064212e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 168570 members 
Entering Unmasked Estep 
Score: -20642178.000000 Penalty: 5970.614746
	Iteration 16Q: 3 clusters Score -2.064218e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 168582 members 
Entering Unmasked Estep 
Score: -20642202.000000 Penalty: 5970.614746
	Iteration 17Q: 3 clusters Score -2.06422e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 168589 members 
Entering Unmasked Estep 
Score: -20642176.000000 Penalty: 5970.614746
	Iteration 18Q: 3 clusters Score -2.064218e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 168590 members 
Entering Unmasked Estep 
Score: -20642198.000000 Penalty: 5970.614746
	Iteration 19Q: 3 clusters Score -2.06422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 168590 members 
Entering Unmasked Estep 
Score: -20642190.000000 Penalty: 5970.614746
	Iteration 20F: 3 clusters Score -2.064219e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 168592 members 
Entering Unmasked Estep 
Score: -20642178.000000 Penalty: 5970.614746
	Iteration 21Q: 3 clusters Score -2.064218e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 168595 members 
Entering Unmasked Estep 
Score: -20642210.000000 Penalty: 5970.614746
	Iteration 22Q: 3 clusters Score -2.064221e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 168594 members 
Entering Unmasked Estep 
Score: -20642212.000000 Penalty: 5970.614746
	Iteration 23Q: 3 clusters Score -2.064221e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 168593 members 
Entering Unmasked Estep 
Score: -20642204.000000 Penalty: 5970.614746
	Iteration 24Q: 3 clusters Score -2.06422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 168595 members 
Entering Unmasked Estep 
Score: -20642210.000000 Penalty: 5970.614746
	Iteration 25Q: 3 clusters Score -2.064221e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 168596 members 
Entering Unmasked Estep 
Score: -20642210.000000 Penalty: 5970.614746
	Iteration 26Q: 3 clusters Score -2.064221e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 168596 members 
Entering Unmasked Estep 
Score: -20642210.000000 Penalty: 5970.614746
	Iteration 27F: 3 clusters Score -2.064221e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -36346.750000 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -36346.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -35086.390625 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -35086.39 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -35440.503906 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -35440.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -35841.402344 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -35841.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -36019.296875 Penalty: 2993.598877
	Iteration 3F: 3 clusters Score -36019.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -36190.289062 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -36190.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -36226.917969 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -36226.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -36230.468750 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -36230.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -36230.468750 Penalty: 2993.598877
	Iteration 7F: 3 clusters Score -36230.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (35328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35328 members 
Entering Unmasked Estep 
Score: -4231275.500000 Penalty: 2597.162842
	Iteration 0F: 2 clusters Score -4231276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -4207128.500000 Penalty: 5194.325684
	Iteration 0F: 3 clusters Score -4207128 nChanged 16080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -4215976.000000 Penalty: 5194.325684
	Iteration 1F: 3 clusters Score -4215976 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -4216591.500000 Penalty: 5194.325684
	Iteration 2Q: 3 clusters Score -4216592 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -4217360.500000 Penalty: 5194.325684
	Iteration 3Q: 3 clusters Score -4217360 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -4218348.500000 Penalty: 5194.325684
	Iteration 4F: 3 clusters Score -4218348 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -4219670.000000 Penalty: 5194.325684
	Iteration 5F: 3 clusters Score -4219670 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -4221347.500000 Penalty: 5194.325684
	Iteration 6F: 3 clusters Score -4221348 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -4223351.000000 Penalty: 5194.325684
	Iteration 7F: 3 clusters Score -4223351 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -4225294.000000 Penalty: 5194.325684
	Iteration 8F: 3 clusters Score -4225294 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -4226742.000000 Penalty: 5194.325684
	Iteration 9F: 3 clusters Score -4226742 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -4227695.000000 Penalty: 5194.325684
	Iteration 10Q: 3 clusters Score -4227695 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -4228384.500000 Penalty: 5194.325684
	Iteration 11Q: 3 clusters Score -4228384 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -4228824.000000 Penalty: 5194.325684
	Iteration 12Q: 3 clusters Score -4228824 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -4229156.500000 Penalty: 5194.325684
	Iteration 13Q: 3 clusters Score -4229156 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -4229422.500000 Penalty: 5194.325684
	Iteration 14Q: 3 clusters Score -4229422 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -4229565.000000 Penalty: 5194.325684
	Iteration 15Q: 3 clusters Score -4229565 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26578 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -4229657.000000 Penalty: 5194.325684
	Iteration 16Q: 3 clusters Score -4229657 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -4229720.000000 Penalty: 5194.325684
	Iteration 17Q: 3 clusters Score -4229720 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -4229771.000000 Penalty: 5194.325684
	Iteration 18Q: 3 clusters Score -4229771 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -4229806.000000 Penalty: 5194.325684
	Iteration 19Q: 3 clusters Score -4229806 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -4229842.500000 Penalty: 5194.325684
	Iteration 20F: 3 clusters Score -4229842 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -4229863.500000 Penalty: 5194.325684
	Iteration 21Q: 3 clusters Score -4229864 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -4229870.500000 Penalty: 5194.325684
	Iteration 22Q: 3 clusters Score -4229870 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -4229884.000000 Penalty: 5194.325684
	Iteration 23Q: 3 clusters Score -4229884 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -4229895.000000 Penalty: 5194.325684
	Iteration 24Q: 3 clusters Score -4229895 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27756 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -4229895.500000 Penalty: 5194.325684
	Iteration 25Q: 3 clusters Score -4229896 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -4229911.500000 Penalty: 5194.325684
	Iteration 26Q: 3 clusters Score -4229912 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -4229924.000000 Penalty: 5194.325684
	Iteration 27Q: 3 clusters Score -4229924 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27981 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -4229944.500000 Penalty: 5194.325684
	Iteration 28Q: 3 clusters Score -4229944 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -4229950.500000 Penalty: 5194.325684
	Iteration 29Q: 3 clusters Score -4229950 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28129 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -4229959.500000 Penalty: 5194.325684
	Iteration 30Q: 3 clusters Score -4229960 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -4229969.000000 Penalty: 5194.325684
	Iteration 31Q: 3 clusters Score -4229969 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28277 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -4229978.000000 Penalty: 5194.325684
	Iteration 32Q: 3 clusters Score -4229978 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -4229988.500000 Penalty: 5194.325684
	Iteration 33Q: 3 clusters Score -4229988 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -4229992.000000 Penalty: 5194.325684
	Iteration 34Q: 3 clusters Score -4229992 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -4230004.000000 Penalty: 5194.325684
	Iteration 35Q: 3 clusters Score -4230004 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -4230007.500000 Penalty: 5194.325684
	Iteration 36Q: 3 clusters Score -4230008 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -4230007.000000 Penalty: 5194.325684
	Iteration 37Q: 3 clusters Score -4230007 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -4230012.000000 Penalty: 5194.325684
	Iteration 38Q: 3 clusters Score -4230012 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28586 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -4230013.000000 Penalty: 5194.325684
	Iteration 39Q: 3 clusters Score -4230013 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28617 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -4230013.000000 Penalty: 5194.325684
	Iteration 40F: 3 clusters Score -4230013 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -4230018.500000 Penalty: 5194.325684
	Iteration 41Q: 3 clusters Score -4230018 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -4230019.000000 Penalty: 5194.325684
	Iteration 42Q: 3 clusters Score -4230019 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -4230024.500000 Penalty: 5194.325684
	Iteration 43Q: 3 clusters Score -4230024 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -4230031.000000 Penalty: 5194.325684
	Iteration 44Q: 3 clusters Score -4230031 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -4230030.500000 Penalty: 5194.325684
	Iteration 45Q: 3 clusters Score -4230030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -4230035.000000 Penalty: 5194.325684
	Iteration 46Q: 3 clusters Score -4230035 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -4230035.000000 Penalty: 5194.325684
	Iteration 47Q: 3 clusters Score -4230035 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -4230038.000000 Penalty: 5194.325684
	Iteration 48Q: 3 clusters Score -4230038 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -4230050.000000 Penalty: 5194.325684
	Iteration 49Q: 3 clusters Score -4230050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -4230046.000000 Penalty: 5194.325684
	Iteration 50Q: 3 clusters Score -4230046 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -4230058.000000 Penalty: 5194.325684
	Iteration 51Q: 3 clusters Score -4230058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28937 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -4230063.500000 Penalty: 5194.325684
	Iteration 52Q: 3 clusters Score -4230064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -4230062.000000 Penalty: 5194.325684
	Iteration 53Q: 3 clusters Score -4230062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -4230067.000000 Penalty: 5194.325684
	Iteration 54Q: 3 clusters Score -4230067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -4230068.000000 Penalty: 5194.325684
	Iteration 55Q: 3 clusters Score -4230068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -4230063.500000 Penalty: 5194.325684
	Iteration 56Q: 3 clusters Score -4230064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -4230057.000000 Penalty: 5194.325684
	Iteration 57Q: 3 clusters Score -4230057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -4230055.000000 Penalty: 5194.325684
	Iteration 58Q: 3 clusters Score -4230055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -4230061.000000 Penalty: 5194.325684
	Iteration 59Q: 3 clusters Score -4230061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -4230065.000000 Penalty: 5194.325684
	Iteration 60F: 3 clusters Score -4230065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (23795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Entering Unmasked Estep 
Score: -2772161.500000 Penalty: 2499.153076
	Iteration 0F: 2 clusters Score -2772162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -2755599.000000 Penalty: 4998.306152
	Iteration 0F: 3 clusters Score -2755599 nChanged 10705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -2761610.000000 Penalty: 4998.306152
	Iteration 1F: 3 clusters Score -2761610 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -2762717.250000 Penalty: 4998.306152
	Iteration 2F: 3 clusters Score -2762717 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -2764523.500000 Penalty: 4998.306152
	Iteration 3F: 3 clusters Score -2764524 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -2766544.000000 Penalty: 4998.306152
	Iteration 4F: 3 clusters Score -2766544 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -2768326.500000 Penalty: 4998.306152
	Iteration 5F: 3 clusters Score -2768326 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -2769567.750000 Penalty: 4998.306152
	Iteration 6F: 3 clusters Score -2769568 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -2770321.750000 Penalty: 4998.306152
	Iteration 7F: 3 clusters Score -2770322 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -2770807.500000 Penalty: 4998.306152
	Iteration 8Q: 3 clusters Score -2770808 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -2771084.000000 Penalty: 4998.306152
	Iteration 9Q: 3 clusters Score -2771084 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -2771299.250000 Penalty: 4998.306152
	Iteration 10Q: 3 clusters Score -2771299 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -2771462.000000 Penalty: 4998.306152
	Iteration 11Q: 3 clusters Score -2771462 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -2771595.750000 Penalty: 4998.306152
	Iteration 12Q: 3 clusters Score -2771596 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -2771725.250000 Penalty: 4998.306152
	Iteration 13Q: 3 clusters Score -2771725 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -2771881.000000 Penalty: 4998.306152
	Iteration 14Q: 3 clusters Score -2771881 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -2772001.500000 Penalty: 4998.306152
	Iteration 15Q: 3 clusters Score -2772002 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -2772093.750000 Penalty: 4998.306152
	Iteration 16Q: 3 clusters Score -2772094 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2772178.000000 Penalty: 4998.306152
	Iteration 17Q: 3 clusters Score -2772178 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2772251.250000 Penalty: 4998.306152
	Iteration 18Q: 3 clusters Score -2772251 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2772310.250000 Penalty: 4998.306152
	Iteration 19Q: 3 clusters Score -2772310 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2772367.250000 Penalty: 4998.306152
	Iteration 20F: 3 clusters Score -2772367 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2772414.750000 Penalty: 4998.306152
	Iteration 21Q: 3 clusters Score -2772415 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2772457.750000 Penalty: 4998.306152
	Iteration 22Q: 3 clusters Score -2772458 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2772483.000000 Penalty: 4998.306152
	Iteration 23Q: 3 clusters Score -2772483 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2772507.500000 Penalty: 4998.306152
	Iteration 24Q: 3 clusters Score -2772508 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2772510.750000 Penalty: 4998.306152
	Iteration 25Q: 3 clusters Score -2772511 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2772520.000000 Penalty: 4998.306152
	Iteration 26Q: 3 clusters Score -2772520 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2772524.250000 Penalty: 4998.306152
	Iteration 27Q: 3 clusters Score -2772524 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2772534.750000 Penalty: 4998.306152
	Iteration 28Q: 3 clusters Score -2772535 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2772549.750000 Penalty: 4998.306152
	Iteration 29Q: 3 clusters Score -2772550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2772550.750000 Penalty: 4998.306152
	Iteration 30Q: 3 clusters Score -2772551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2772544.500000 Penalty: 4998.306152
	Iteration 31Q: 3 clusters Score -2772544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2772545.750000 Penalty: 4998.306152
	Iteration 32Q: 3 clusters Score -2772546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2772553.500000 Penalty: 4998.306152
	Iteration 33Q: 3 clusters Score -2772554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2772549.750000 Penalty: 4998.306152
	Iteration 34Q: 3 clusters Score -2772550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2772547.750000 Penalty: 4998.306152
	Iteration 35Q: 3 clusters Score -2772548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2772553.500000 Penalty: 4998.306152
	Iteration 36Q: 3 clusters Score -2772554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2772551.500000 Penalty: 4998.306152
	Iteration 37Q: 3 clusters Score -2772552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2772551.500000 Penalty: 4998.306152
	Iteration 38Q: 3 clusters Score -2772552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2772553.250000 Penalty: 4998.306152
	Iteration 39Q: 3 clusters Score -2772553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2772559.250000 Penalty: 4998.306152
	Iteration 40F: 3 clusters Score -2772559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2772558.750000 Penalty: 4998.306152
	Iteration 41Q: 3 clusters Score -2772559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2772559.500000 Penalty: 4998.306152
	Iteration 42Q: 3 clusters Score -2772560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2772567.000000 Penalty: 4998.306152
	Iteration 43Q: 3 clusters Score -2772567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2772565.000000 Penalty: 4998.306152
	Iteration 44Q: 3 clusters Score -2772565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2772563.500000 Penalty: 4998.306152
	Iteration 45Q: 3 clusters Score -2772564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2772565.750000 Penalty: 4998.306152
	Iteration 46Q: 3 clusters Score -2772566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2772565.750000 Penalty: 4998.306152
	Iteration 47F: 3 clusters Score -2772566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168979 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 35328 members 
Mstep: Class 4 contains 22139 members 
Mstep: Class 5 contains 82797 members 
Mstep: Class 6 contains 28569 members 
Mstep: Class 7 contains 13697 members 
Mstep: Class 8 contains 5821 members 
Mstep: Class 9 contains 55312 members 
Mstep: Class 10 contains 26579 members 
Mstep: Class 11 contains 15432 members 
Mstep: Class 12 contains 10152 members 
Mstep: Class 13 contains 195921 members 
Mstep: Class 14 contains 12919 members 
Mstep: Class 15 contains 150549 members 
Mstep: Class 16 contains 14820 members 
Mstep: Class 17 contains 7414 members 
Mstep: Class 18 contains 8264 members 
Mstep: Class 19 contains 8874 members 
Mstep: Class 20 contains 9068 members 
Mstep: Class 21 contains 11470 members 
Mstep: Class 22 contains 326117 members 
Mstep: Class 23 contains 5384 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 83052 members 
Mstep: Class 26 contains 837 members 
Mstep: Class 27 contains 92733 members 
Mstep: Class 28 contains 54419 members 
Mstep: Class 29 contains 5327 members 
Mstep: Class 30 contains 8953 members 
Mstep: Class 31 contains 6231 members 
Mstep: Class 32 contains 10807 members 
Mstep: Class 33 contains 42604 members 
Mstep: Class 34 contains 11051 members 
Mstep: Class 35 contains 4398 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8486 members 
Mstep: Class 38 contains 206534 members 
Mstep: Class 39 contains 224172 members 
Mstep: Class 40 contains 10512 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 1656 members 
Entering Unmasked Estep 
Score: -235488096.000000 Penalty: 158264.671875
Splitting cluster 4 changes total score from -235487968.000000 to -235488096.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 5 (82797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82797 members 
Entering Unmasked Estep 
Score: -10107529.000000 Penalty: 2808.388428
	Iteration 0F: 2 clusters Score -1.010753e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41042 members 
Mstep: Class 2 contains 41755 members 
Entering Unmasked Estep 
Score: -10052008.000000 Penalty: 5616.776855
	Iteration 0F: 3 clusters Score -1.005201e+07 nChanged 38865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 45256 members 
Entering Unmasked Estep 
Score: -10074329.000000 Penalty: 5616.776855
	Iteration 1F: 3 clusters Score -1.007433e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35213 members 
Mstep: Class 2 contains 47584 members 
Entering Unmasked Estep 
Score: -10075368.000000 Penalty: 5616.776855
	Iteration 2Q: 3 clusters Score -1.007537e+07 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31710 members 
Mstep: Class 2 contains 51087 members 
Entering Unmasked Estep 
Score: -10077278.000000 Penalty: 5616.776855
	Iteration 3Q: 3 clusters Score -1.007728e+07 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 56139 members 
Entering Unmasked Estep 
Score: -10080622.000000 Penalty: 5616.776855
	Iteration 4F: 3 clusters Score -1.008062e+07 nChanged 6808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 62783 members 
Entering Unmasked Estep 
Score: -10086120.000000 Penalty: 5616.776855
	Iteration 5F: 3 clusters Score -1.008612e+07 nChanged 7382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 70105 members 
Entering Unmasked Estep 
Score: -10093022.000000 Penalty: 5616.776855
	Iteration 6F: 3 clusters Score -1.009302e+07 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 76130 members 
Entering Unmasked Estep 
Score: -10098982.000000 Penalty: 5616.776855
	Iteration 7F: 3 clusters Score -1.009898e+07 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 79612 members 
Entering Unmasked Estep 
Score: -10102297.000000 Penalty: 5616.776855
	Iteration 8Q: 3 clusters Score -1.01023e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 81238 members 
Entering Unmasked Estep 
Score: -10103766.000000 Penalty: 5616.776855
	Iteration 9Q: 3 clusters Score -1.010377e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 81936 members 
Entering Unmasked Estep 
Score: -10104450.000000 Penalty: 5616.776855
	Iteration 10Q: 3 clusters Score -1.010445e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 82215 members 
Entering Unmasked Estep 
Score: -10104738.000000 Penalty: 5616.776855
	Iteration 11Q: 3 clusters Score -1.010474e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 82332 members 
Entering Unmasked Estep 
Score: -10104874.000000 Penalty: 5616.776855
	Iteration 12Q: 3 clusters Score -1.010487e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 82390 members 
Entering Unmasked Estep 
Score: -10104943.000000 Penalty: 5616.776855
	Iteration 13Q: 3 clusters Score -1.010494e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 82418 members 
Entering Unmasked Estep 
Score: -10104980.000000 Penalty: 5616.776855
	Iteration 14Q: 3 clusters Score -1.010498e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 82434 members 
Entering Unmasked Estep 
Score: -10105002.000000 Penalty: 5616.776855
	Iteration 15Q: 3 clusters Score -1.0105e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 82444 members 
Entering Unmasked Estep 
Score: -10105041.000000 Penalty: 5616.776855
	Iteration 16Q: 3 clusters Score -1.010504e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 82455 members 
Entering Unmasked Estep 
Score: -10105058.000000 Penalty: 5616.776855
	Iteration 17Q: 3 clusters Score -1.010506e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 82457 members 
Entering Unmasked Estep 
Score: -10105067.000000 Penalty: 5616.776855
	Iteration 18Q: 3 clusters Score -1.010507e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 82463 members 
Entering Unmasked Estep 
Score: -10105076.000000 Penalty: 5616.776855
	Iteration 19Q: 3 clusters Score -1.010508e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 82468 members 
Entering Unmasked Estep 
Score: -10105087.000000 Penalty: 5616.776855
	Iteration 20F: 3 clusters Score -1.010509e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 82473 members 
Entering Unmasked Estep 
Score: -10105095.000000 Penalty: 5616.776855
	Iteration 21Q: 3 clusters Score -1.01051e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 82478 members 
Entering Unmasked Estep 
Score: -10105098.000000 Penalty: 5616.776855
	Iteration 22Q: 3 clusters Score -1.01051e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 82482 members 
Entering Unmasked Estep 
Score: -10105100.000000 Penalty: 5616.776855
	Iteration 23Q: 3 clusters Score -1.01051e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 82484 members 
Entering Unmasked Estep 
Score: -10105104.000000 Penalty: 5616.776855
	Iteration 24Q: 3 clusters Score -1.01051e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 82484 members 
Entering Unmasked Estep 
Score: -10105105.000000 Penalty: 5616.776855
	Iteration 25Q: 3 clusters Score -1.01051e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 82486 members 
Entering Unmasked Estep 
Score: -10105104.000000 Penalty: 5616.776855
	Iteration 26Q: 3 clusters Score -1.01051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 82485 members 
Entering Unmasked Estep 
Score: -10105108.000000 Penalty: 5616.776855
	Iteration 27Q: 3 clusters Score -1.010511e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 82485 members 
Entering Unmasked Estep 
Score: -10105108.000000 Penalty: 5616.776855
	Iteration 28F: 3 clusters Score -1.010511e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Entering Unmasked Estep 
Score: -3486654.000000 Penalty: 2544.499268
	Iteration 0F: 2 clusters Score -3486654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -3466914.750000 Penalty: 5088.998535
	Iteration 0F: 3 clusters Score -3466915 nChanged 12911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -3473885.500000 Penalty: 5088.998535
	Iteration 1F: 3 clusters Score -3473886 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -3474273.500000 Penalty: 5088.998535
	Iteration 2Q: 3 clusters Score -3474274 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -3474614.500000 Penalty: 5088.998535
	Iteration 3Q: 3 clusters Score -3474614 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -3474977.250000 Penalty: 5088.998535
	Iteration 4Q: 3 clusters Score -3474977 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -3475412.000000 Penalty: 5088.998535
	Iteration 5Q: 3 clusters Score -3475412 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -3476001.250000 Penalty: 5088.998535
	Iteration 6Q: 3 clusters Score -3476001 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -3476808.250000 Penalty: 5088.998535
	Iteration 7Q: 3 clusters Score -3476808 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -3477946.500000 Penalty: 5088.998535
	Iteration 8F: 3 clusters Score -3477946 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -3479252.250000 Penalty: 5088.998535
	Iteration 9F: 3 clusters Score -3479252 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -3480529.500000 Penalty: 5088.998535
	Iteration 10F: 3 clusters Score -3480530 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -3481573.750000 Penalty: 5088.998535
	Iteration 11F: 3 clusters Score -3481574 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -3482191.750000 Penalty: 5088.998535
	Iteration 12Q: 3 clusters Score -3482192 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -3482563.000000 Penalty: 5088.998535
	Iteration 13Q: 3 clusters Score -3482563 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -3482807.250000 Penalty: 5088.998535
	Iteration 14Q: 3 clusters Score -3482807 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -3483004.500000 Penalty: 5088.998535
	Iteration 15Q: 3 clusters Score -3483004 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -3483164.750000 Penalty: 5088.998535
	Iteration 16Q: 3 clusters Score -3483165 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -3483330.750000 Penalty: 5088.998535
	Iteration 17Q: 3 clusters Score -3483331 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -3483475.750000 Penalty: 5088.998535
	Iteration 18Q: 3 clusters Score -3483476 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -3483615.750000 Penalty: 5088.998535
	Iteration 19Q: 3 clusters Score -3483616 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -3483706.250000 Penalty: 5088.998535
	Iteration 20F: 3 clusters Score -3483706 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -3483794.500000 Penalty: 5088.998535
	Iteration 21Q: 3 clusters Score -3483794 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -3483862.500000 Penalty: 5088.998535
	Iteration 22Q: 3 clusters Score -3483862 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -3483923.750000 Penalty: 5088.998535
	Iteration 23Q: 3 clusters Score -3483924 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -3483975.750000 Penalty: 5088.998535
	Iteration 24Q: 3 clusters Score -3483976 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -3484051.250000 Penalty: 5088.998535
	Iteration 25Q: 3 clusters Score -3484051 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -3484085.750000 Penalty: 5088.998535
	Iteration 26Q: 3 clusters Score -3484086 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -3484106.500000 Penalty: 5088.998535
	Iteration 27Q: 3 clusters Score -3484106 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -3484139.500000 Penalty: 5088.998535
	Iteration 28Q: 3 clusters Score -3484140 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -3484156.250000 Penalty: 5088.998535
	Iteration 29Q: 3 clusters Score -3484156 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -3484172.750000 Penalty: 5088.998535
	Iteration 30Q: 3 clusters Score -3484173 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -3484176.500000 Penalty: 5088.998535
	Iteration 31Q: 3 clusters Score -3484176 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -3484187.000000 Penalty: 5088.998535
	Iteration 32Q: 3 clusters Score -3484187 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -3484199.000000 Penalty: 5088.998535
	Iteration 33Q: 3 clusters Score -3484199 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -3484207.500000 Penalty: 5088.998535
	Iteration 34Q: 3 clusters Score -3484208 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -3484220.250000 Penalty: 5088.998535
	Iteration 35Q: 3 clusters Score -3484220 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -3484216.250000 Penalty: 5088.998535
	Iteration 36Q: 3 clusters Score -3484216 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -3484214.500000 Penalty: 5088.998535
	Iteration 37Q: 3 clusters Score -3484214 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -3484206.750000 Penalty: 5088.998535
	Iteration 38Q: 3 clusters Score -3484207 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -3484220.500000 Penalty: 5088.998535
	Iteration 39Q: 3 clusters Score -3484220 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -3484215.250000 Penalty: 5088.998535
	Iteration 40F: 3 clusters Score -3484215 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -3484213.250000 Penalty: 5088.998535
	Iteration 41Q: 3 clusters Score -3484213 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -3484216.500000 Penalty: 5088.998535
	Iteration 42Q: 3 clusters Score -3484216 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -3484224.000000 Penalty: 5088.998535
	Iteration 43Q: 3 clusters Score -3484224 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -3484227.000000 Penalty: 5088.998535
	Iteration 44Q: 3 clusters Score -3484227 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -3484228.750000 Penalty: 5088.998535
	Iteration 45Q: 3 clusters Score -3484229 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -3484227.500000 Penalty: 5088.998535
	Iteration 46Q: 3 clusters Score -3484228 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -3484220.000000 Penalty: 5088.998535
	Iteration 47Q: 3 clusters Score -3484220 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -3484221.750000 Penalty: 5088.998535
	Iteration 48Q: 3 clusters Score -3484222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -3484236.250000 Penalty: 5088.998535
	Iteration 49Q: 3 clusters Score -3484236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -3484234.500000 Penalty: 5088.998535
	Iteration 50Q: 3 clusters Score -3484234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -3484241.000000 Penalty: 5088.998535
	Iteration 51Q: 3 clusters Score -3484241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -3484242.500000 Penalty: 5088.998535
	Iteration 52Q: 3 clusters Score -3484242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -3484247.000000 Penalty: 5088.998535
	Iteration 53Q: 3 clusters Score -3484247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -3484251.750000 Penalty: 5088.998535
	Iteration 54Q: 3 clusters Score -3484252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -3484247.500000 Penalty: 5088.998535
	Iteration 55Q: 3 clusters Score -3484248 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -3484253.250000 Penalty: 5088.998535
	Iteration 56Q: 3 clusters Score -3484253 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -3484252.250000 Penalty: 5088.998535
	Iteration 57Q: 3 clusters Score -3484252 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -3484256.750000 Penalty: 5088.998535
	Iteration 58Q: 3 clusters Score -3484257 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -3484253.000000 Penalty: 5088.998535
	Iteration 59Q: 3 clusters Score -3484253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -3484260.750000 Penalty: 5088.998535
	Iteration 60F: 3 clusters Score -3484261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -3484260.500000 Penalty: 5088.998535
	Iteration 61Q: 3 clusters Score -3484260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -3484267.750000 Penalty: 5088.998535
	Iteration 62Q: 3 clusters Score -3484268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -3484271.750000 Penalty: 5088.998535
	Iteration 63Q: 3 clusters Score -3484272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -3484265.500000 Penalty: 5088.998535
	Iteration 64Q: 3 clusters Score -3484266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -3484265.750000 Penalty: 5088.998535
	Iteration 65Q: 3 clusters Score -3484266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -3484269.250000 Penalty: 5088.998535
	Iteration 66Q: 3 clusters Score -3484269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -3484275.000000 Penalty: 5088.998535
	Iteration 67Q: 3 clusters Score -3484275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -3484269.250000 Penalty: 5088.998535
	Iteration 68Q: 3 clusters Score -3484269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -3484272.500000 Penalty: 5088.998535
	Iteration 69Q: 3 clusters Score -3484272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -3484268.250000 Penalty: 5088.998535
	Iteration 70Q: 3 clusters Score -3484268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -3484275.250000 Penalty: 5088.998535
	Iteration 71Q: 3 clusters Score -3484275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -3484277.750000 Penalty: 5088.998535
	Iteration 72Q: 3 clusters Score -3484278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -3484275.250000 Penalty: 5088.998535
	Iteration 73Q: 3 clusters Score -3484275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -3484276.000000 Penalty: 5088.998535
	Iteration 74Q: 3 clusters Score -3484276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -3484275.250000 Penalty: 5088.998535
	Iteration 75Q: 3 clusters Score -3484275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -3484275.250000 Penalty: 5088.998535
	Iteration 76F: 3 clusters Score -3484275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Entering Unmasked Estep 
Score: -1643779.375000 Penalty: 2362.183105
	Iteration 0F: 2 clusters Score -1643779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1633840.500000 Penalty: 4724.366211
	Iteration 0F: 3 clusters Score -1633840 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1636970.250000 Penalty: 4724.366211
	Iteration 1F: 3 clusters Score -1636970 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1637521.875000 Penalty: 4724.366211
	Iteration 2F: 3 clusters Score -1637522 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1638054.500000 Penalty: 4724.366211
	Iteration 3F: 3 clusters Score -1638054 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1638686.625000 Penalty: 4724.366211
	Iteration 4F: 3 clusters Score -1638687 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1639411.500000 Penalty: 4724.366211
	Iteration 5F: 3 clusters Score -1639412 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1640206.625000 Penalty: 4724.366211
	Iteration 6F: 3 clusters Score -1640207 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1640978.750000 Penalty: 4724.366211
	Iteration 7F: 3 clusters Score -1640979 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1641598.500000 Penalty: 4724.366211
	Iteration 8F: 3 clusters Score -1641598 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1642044.625000 Penalty: 4724.366211
	Iteration 9Q: 3 clusters Score -1642045 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1642353.250000 Penalty: 4724.366211
	Iteration 10Q: 3 clusters Score -1642353 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1642503.750000 Penalty: 4724.366211
	Iteration 11Q: 3 clusters Score -1642504 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1642573.000000 Penalty: 4724.366211
	Iteration 12Q: 3 clusters Score -1642573 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1642627.250000 Penalty: 4724.366211
	Iteration 13Q: 3 clusters Score -1642627 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1642660.500000 Penalty: 4724.366211
	Iteration 14Q: 3 clusters Score -1642660 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1642682.875000 Penalty: 4724.366211
	Iteration 15Q: 3 clusters Score -1642683 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1642695.125000 Penalty: 4724.366211
	Iteration 16Q: 3 clusters Score -1642695 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1642710.500000 Penalty: 4724.366211
	Iteration 17Q: 3 clusters Score -1642710 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1642727.500000 Penalty: 4724.366211
	Iteration 18Q: 3 clusters Score -1642728 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1642741.000000 Penalty: 4724.366211
	Iteration 19Q: 3 clusters Score -1642741 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1642758.375000 Penalty: 4724.366211
	Iteration 20F: 3 clusters Score -1642758 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1642764.000000 Penalty: 4724.366211
	Iteration 21Q: 3 clusters Score -1642764 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1642779.125000 Penalty: 4724.366211
	Iteration 22Q: 3 clusters Score -1642779 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1642787.750000 Penalty: 4724.366211
	Iteration 23Q: 3 clusters Score -1642788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1642791.125000 Penalty: 4724.366211
	Iteration 24Q: 3 clusters Score -1642791 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1642799.875000 Penalty: 4724.366211
	Iteration 25Q: 3 clusters Score -1642800 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1642802.750000 Penalty: 4724.366211
	Iteration 26Q: 3 clusters Score -1642803 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1642812.500000 Penalty: 4724.366211
	Iteration 27Q: 3 clusters Score -1642812 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1642819.500000 Penalty: 4724.366211
	Iteration 28Q: 3 clusters Score -1642820 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1642830.875000 Penalty: 4724.366211
	Iteration 29Q: 3 clusters Score -1642831 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1642840.625000 Penalty: 4724.366211
	Iteration 30Q: 3 clusters Score -1642841 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1642854.750000 Penalty: 4724.366211
	Iteration 31Q: 3 clusters Score -1642855 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1642862.250000 Penalty: 4724.366211
	Iteration 32Q: 3 clusters Score -1642862 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1642865.375000 Penalty: 4724.366211
	Iteration 33Q: 3 clusters Score -1642865 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1642879.750000 Penalty: 4724.366211
	Iteration 34Q: 3 clusters Score -1642880 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1642894.000000 Penalty: 4724.366211
	Iteration 35Q: 3 clusters Score -1642894 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1642900.375000 Penalty: 4724.366211
	Iteration 36Q: 3 clusters Score -1642900 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1642913.375000 Penalty: 4724.366211
	Iteration 37Q: 3 clusters Score -1642913 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1642923.250000 Penalty: 4724.366211
	Iteration 38Q: 3 clusters Score -1642923 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1642936.000000 Penalty: 4724.366211
	Iteration 39Q: 3 clusters Score -1642936 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1642946.000000 Penalty: 4724.366211
	Iteration 40F: 3 clusters Score -1642946 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1642948.500000 Penalty: 4724.366211
	Iteration 41Q: 3 clusters Score -1642948 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1642956.875000 Penalty: 4724.366211
	Iteration 42Q: 3 clusters Score -1642957 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1642967.625000 Penalty: 4724.366211
	Iteration 43Q: 3 clusters Score -1642968 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1642980.250000 Penalty: 4724.366211
	Iteration 44Q: 3 clusters Score -1642980 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1642981.750000 Penalty: 4724.366211
	Iteration 45Q: 3 clusters Score -1642982 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1642988.125000 Penalty: 4724.366211
	Iteration 46Q: 3 clusters Score -1642988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1642989.250000 Penalty: 4724.366211
	Iteration 47Q: 3 clusters Score -1642989 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1642990.750000 Penalty: 4724.366211
	Iteration 48Q: 3 clusters Score -1642991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1642988.750000 Penalty: 4724.366211
	Iteration 49Q: 3 clusters Score -1642989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1642989.500000 Penalty: 4724.366211
	Iteration 50Q: 3 clusters Score -1642990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1642993.500000 Penalty: 4724.366211
	Iteration 51Q: 3 clusters Score -1642994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1642995.750000 Penalty: 4724.366211
	Iteration 52Q: 3 clusters Score -1642996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1643000.625000 Penalty: 4724.366211
	Iteration 53Q: 3 clusters Score -1643001 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1643005.500000 Penalty: 4724.366211
	Iteration 54Q: 3 clusters Score -1643006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1643007.750000 Penalty: 4724.366211
	Iteration 55Q: 3 clusters Score -1643008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1643010.500000 Penalty: 4724.366211
	Iteration 56Q: 3 clusters Score -1643010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1643010.125000 Penalty: 4724.366211
	Iteration 57Q: 3 clusters Score -1643010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1643009.625000 Penalty: 4724.366211
	Iteration 58Q: 3 clusters Score -1643010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1643012.250000 Penalty: 4724.366211
	Iteration 59Q: 3 clusters Score -1643012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1643014.625000 Penalty: 4724.366211
	Iteration 60F: 3 clusters Score -1643015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1643018.750000 Penalty: 4724.366211
	Iteration 61Q: 3 clusters Score -1643019 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1643023.375000 Penalty: 4724.366211
	Iteration 62Q: 3 clusters Score -1643023 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1643033.750000 Penalty: 4724.366211
	Iteration 63Q: 3 clusters Score -1643034 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1643049.500000 Penalty: 4724.366211
	Iteration 64Q: 3 clusters Score -1643050 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1643072.500000 Penalty: 4724.366211
	Iteration 65Q: 3 clusters Score -1643072 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1643102.625000 Penalty: 4724.366211
	Iteration 66Q: 3 clusters Score -1643103 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1643143.125000 Penalty: 4724.366211
	Iteration 67Q: 3 clusters Score -1643143 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1643179.625000 Penalty: 4724.366211
	Iteration 68Q: 3 clusters Score -1643180 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1643199.875000 Penalty: 4724.366211
	Iteration 69Q: 3 clusters Score -1643200 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1643208.125000 Penalty: 4724.366211
	Iteration 70Q: 3 clusters Score -1643208 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1643212.125000 Penalty: 4724.366211
	Iteration 71Q: 3 clusters Score -1643212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1643220.625000 Penalty: 4724.366211
	Iteration 72Q: 3 clusters Score -1643221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1643220.750000 Penalty: 4724.366211
	Iteration 73Q: 3 clusters Score -1643221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1643220.875000 Penalty: 4724.366211
	Iteration 74Q: 3 clusters Score -1643221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1643223.500000 Penalty: 4724.366211
	Iteration 75Q: 3 clusters Score -1643224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1643222.125000 Penalty: 4724.366211
	Iteration 76Q: 3 clusters Score -1643222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1643221.625000 Penalty: 4724.366211
	Iteration 77Q: 3 clusters Score -1643222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1643221.500000 Penalty: 4724.366211
	Iteration 78Q: 3 clusters Score -1643222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1643221.500000 Penalty: 4724.366211
	Iteration 79F: 3 clusters Score -1643222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Entering Unmasked Estep 
Score: -693999.937500 Penalty: 2149.968506
	Iteration 0F: 2 clusters Score -693999.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -689006.000000 Penalty: 4299.937012
	Iteration 0F: 3 clusters Score -689006 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -690327.437500 Penalty: 4299.937012
	Iteration 1F: 3 clusters Score -690327.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -690579.500000 Penalty: 4299.937012
	Iteration 2F: 3 clusters Score -690579.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -690763.625000 Penalty: 4299.937012
	Iteration 3F: 3 clusters Score -690763.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -690921.812500 Penalty: 4299.937012
	Iteration 4Q: 3 clusters Score -690921.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -691038.062500 Penalty: 4299.937012
	Iteration 5Q: 3 clusters Score -691038.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -691142.937500 Penalty: 4299.937012
	Iteration 6Q: 3 clusters Score -691142.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -691250.687500 Penalty: 4299.937012
	Iteration 7Q: 3 clusters Score -691250.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -691363.187500 Penalty: 4299.937012
	Iteration 8Q: 3 clusters Score -691363.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -691455.062500 Penalty: 4299.937012
	Iteration 9Q: 3 clusters Score -691455.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -691543.125000 Penalty: 4299.937012
	Iteration 10Q: 3 clusters Score -691543.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -691609.750000 Penalty: 4299.937012
	Iteration 11Q: 3 clusters Score -691609.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -691667.125000 Penalty: 4299.937012
	Iteration 12Q: 3 clusters Score -691667.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -691723.875000 Penalty: 4299.937012
	Iteration 13Q: 3 clusters Score -691723.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -691768.875000 Penalty: 4299.937012
	Iteration 14Q: 3 clusters Score -691768.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -691809.500000 Penalty: 4299.937012
	Iteration 15Q: 3 clusters Score -691809.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -691845.250000 Penalty: 4299.937012
	Iteration 16Q: 3 clusters Score -691845.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -691887.187500 Penalty: 4299.937012
	Iteration 17Q: 3 clusters Score -691887.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -691919.187500 Penalty: 4299.937012
	Iteration 18Q: 3 clusters Score -691919.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -691951.437500 Penalty: 4299.937012
	Iteration 19Q: 3 clusters Score -691951.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -691977.187500 Penalty: 4299.937012
	Iteration 20F: 3 clusters Score -691977.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -691998.312500 Penalty: 4299.937012
	Iteration 21Q: 3 clusters Score -691998.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -692020.875000 Penalty: 4299.937012
	Iteration 22Q: 3 clusters Score -692020.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -692047.562500 Penalty: 4299.937012
	Iteration 23Q: 3 clusters Score -692047.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -692064.750000 Penalty: 4299.937012
	Iteration 24Q: 3 clusters Score -692064.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -692077.875000 Penalty: 4299.937012
	Iteration 25Q: 3 clusters Score -692077.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -692085.062500 Penalty: 4299.937012
	Iteration 26Q: 3 clusters Score -692085.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -692094.312500 Penalty: 4299.937012
	Iteration 27Q: 3 clusters Score -692094.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -692110.875000 Penalty: 4299.937012
	Iteration 28Q: 3 clusters Score -692110.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -692117.937500 Penalty: 4299.937012
	Iteration 29Q: 3 clusters Score -692117.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -692126.000000 Penalty: 4299.937012
	Iteration 30Q: 3 clusters Score -692126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -692129.375000 Penalty: 4299.937012
	Iteration 31Q: 3 clusters Score -692129.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -692130.125000 Penalty: 4299.937012
	Iteration 32Q: 3 clusters Score -692130.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -692131.812500 Penalty: 4299.937012
	Iteration 33Q: 3 clusters Score -692131.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -692134.062500 Penalty: 4299.937012
	Iteration 34Q: 3 clusters Score -692134.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -692134.125000 Penalty: 4299.937012
	Iteration 35Q: 3 clusters Score -692134.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -692134.125000 Penalty: 4299.937012
	Iteration 36F: 3 clusters Score -692134.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (55312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55312 members 
Entering Unmasked Estep 
Score: -6768136.500000 Penalty: 2708.344727
	Iteration 0F: 2 clusters Score -6768136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27756 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -6730646.000000 Penalty: 5416.689453
	Iteration 0F: 3 clusters Score -6730646 nChanged 25817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 26755 members 
Entering Unmasked Estep 
Score: -6744817.000000 Penalty: 5416.689453
	Iteration 1F: 3 clusters Score -6744817 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29176 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -6745462.500000 Penalty: 5416.689453
	Iteration 2Q: 3 clusters Score -6745462 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30018 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -6746165.500000 Penalty: 5416.689453
	Iteration 3Q: 3 clusters Score -6746166 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31225 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -6746847.500000 Penalty: 5416.689453
	Iteration 4Q: 3 clusters Score -6746848 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32986 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -6747792.500000 Penalty: 5416.689453
	Iteration 5Q: 3 clusters Score -6747792 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35437 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -6749218.000000 Penalty: 5416.689453
	Iteration 6Q: 3 clusters Score -6749218 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38739 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -6751452.500000 Penalty: 5416.689453
	Iteration 7F: 3 clusters Score -6751452 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42807 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -6754678.500000 Penalty: 5416.689453
	Iteration 8F: 3 clusters Score -6754678 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47082 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -6758381.000000 Penalty: 5416.689453
	Iteration 9F: 3 clusters Score -6758381 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50793 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -6761822.000000 Penalty: 5416.689453
	Iteration 10F: 3 clusters Score -6761822 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53136 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -6764001.000000 Penalty: 5416.689453
	Iteration 11Q: 3 clusters Score -6764001 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54227 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -6765086.000000 Penalty: 5416.689453
	Iteration 12Q: 3 clusters Score -6765086 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54652 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -6765550.000000 Penalty: 5416.689453
	Iteration 13Q: 3 clusters Score -6765550 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54793 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -6765712.000000 Penalty: 5416.689453
	Iteration 14Q: 3 clusters Score -6765712 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54855 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -6765797.500000 Penalty: 5416.689453
	Iteration 15Q: 3 clusters Score -6765798 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54885 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -6765845.000000 Penalty: 5416.689453
	Iteration 16Q: 3 clusters Score -6765845 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54900 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -6765861.500000 Penalty: 5416.689453
	Iteration 17Q: 3 clusters Score -6765862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54905 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -6765874.500000 Penalty: 5416.689453
	Iteration 18Q: 3 clusters Score -6765874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54908 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -6765894.500000 Penalty: 5416.689453
	Iteration 19Q: 3 clusters Score -6765894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54907 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -6765898.500000 Penalty: 5416.689453
	Iteration 20F: 3 clusters Score -6765898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54903 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -6765902.500000 Penalty: 5416.689453
	Iteration 21Q: 3 clusters Score -6765902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54899 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -6765907.500000 Penalty: 5416.689453
	Iteration 22Q: 3 clusters Score -6765908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54896 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -6765910.500000 Penalty: 5416.689453
	Iteration 23Q: 3 clusters Score -6765910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54895 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -6765911.500000 Penalty: 5416.689453
	Iteration 24Q: 3 clusters Score -6765912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54897 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -6765913.000000 Penalty: 5416.689453
	Iteration 25Q: 3 clusters Score -6765913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54898 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -6765907.000000 Penalty: 5416.689453
	Iteration 26Q: 3 clusters Score -6765907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54897 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -6765909.000000 Penalty: 5416.689453
	Iteration 27Q: 3 clusters Score -6765909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54896 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -6765910.000000 Penalty: 5416.689453
	Iteration 28Q: 3 clusters Score -6765910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54896 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -6765910.000000 Penalty: 5416.689453
	Iteration 29F: 3 clusters Score -6765910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (26579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Entering Unmasked Estep 
Score: -3243468.250000 Penalty: 2526.593506
	Iteration 0F: 2 clusters Score -3243468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -3225106.250000 Penalty: 5053.187012
	Iteration 0F: 3 clusters Score -3225106 nChanged 11884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -3231554.750000 Penalty: 5053.187012
	Iteration 1F: 3 clusters Score -3231555 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -3232037.500000 Penalty: 5053.187012
	Iteration 2Q: 3 clusters Score -3232038 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -3232680.500000 Penalty: 5053.187012
	Iteration 3Q: 3 clusters Score -3232680 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -3233635.000000 Penalty: 5053.187012
	Iteration 4F: 3 clusters Score -3233635 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -3235002.250000 Penalty: 5053.187012
	Iteration 5F: 3 clusters Score -3235002 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -3236767.500000 Penalty: 5053.187012
	Iteration 6F: 3 clusters Score -3236768 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -3238560.500000 Penalty: 5053.187012
	Iteration 7F: 3 clusters Score -3238560 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -3240011.500000 Penalty: 5053.187012
	Iteration 8F: 3 clusters Score -3240012 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -3241041.000000 Penalty: 5053.187012
	Iteration 9Q: 3 clusters Score -3241041 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -3241724.750000 Penalty: 5053.187012
	Iteration 10Q: 3 clusters Score -3241725 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -3242188.000000 Penalty: 5053.187012
	Iteration 11Q: 3 clusters Score -3242188 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -3242484.000000 Penalty: 5053.187012
	Iteration 12Q: 3 clusters Score -3242484 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -3242675.500000 Penalty: 5053.187012
	Iteration 13Q: 3 clusters Score -3242676 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -3242784.250000 Penalty: 5053.187012
	Iteration 14Q: 3 clusters Score -3242784 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -3242844.750000 Penalty: 5053.187012
	Iteration 15Q: 3 clusters Score -3242845 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -3242867.750000 Penalty: 5053.187012
	Iteration 16Q: 3 clusters Score -3242868 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -3242875.250000 Penalty: 5053.187012
	Iteration 17Q: 3 clusters Score -3242875 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -3242890.750000 Penalty: 5053.187012
	Iteration 18Q: 3 clusters Score -3242891 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -3242904.500000 Penalty: 5053.187012
	Iteration 19Q: 3 clusters Score -3242904 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -3242914.000000 Penalty: 5053.187012
	Iteration 20F: 3 clusters Score -3242914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -3242917.500000 Penalty: 5053.187012
	Iteration 21Q: 3 clusters Score -3242918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -3242919.000000 Penalty: 5053.187012
	Iteration 22Q: 3 clusters Score -3242919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -3242915.500000 Penalty: 5053.187012
	Iteration 23Q: 3 clusters Score -3242916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
Score: -3242914.000000 Penalty: 5053.187012
	Iteration 24Q: 3 clusters Score -3242914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -3242920.250000 Penalty: 5053.187012
	Iteration 25Q: 3 clusters Score -3242920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -3242920.250000 Penalty: 5053.187012
	Iteration 26F: 3 clusters Score -3242920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Entering Unmasked Estep 
Score: -1828903.250000 Penalty: 2391.761230
	Iteration 0F: 2 clusters Score -1828903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1817848.125000 Penalty: 4783.522461
	Iteration 0F: 3 clusters Score -1817848 nChanged 6674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1821370.625000 Penalty: 4783.522461
	Iteration 1F: 3 clusters Score -1821371 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1821715.875000 Penalty: 4783.522461
	Iteration 2F: 3 clusters Score -1821716 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1822016.625000 Penalty: 4783.522461
	Iteration 3Q: 3 clusters Score -1822017 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1822328.625000 Penalty: 4783.522461
	Iteration 4Q: 3 clusters Score -1822329 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1822736.250000 Penalty: 4783.522461
	Iteration 5Q: 3 clusters Score -1822736 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1823300.125000 Penalty: 4783.522461
	Iteration 6F: 3 clusters Score -1823300 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1824026.375000 Penalty: 4783.522461
	Iteration 7F: 3 clusters Score -1824026 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1824795.500000 Penalty: 4783.522461
	Iteration 8F: 3 clusters Score -1824796 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1825493.000000 Penalty: 4783.522461
	Iteration 9F: 3 clusters Score -1825493 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1826019.625000 Penalty: 4783.522461
	Iteration 10Q: 3 clusters Score -1826020 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1826389.875000 Penalty: 4783.522461
	Iteration 11Q: 3 clusters Score -1826390 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1826646.625000 Penalty: 4783.522461
	Iteration 12Q: 3 clusters Score -1826647 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1826799.000000 Penalty: 4783.522461
	Iteration 13Q: 3 clusters Score -1826799 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1826895.625000 Penalty: 4783.522461
	Iteration 14Q: 3 clusters Score -1826896 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1826962.125000 Penalty: 4783.522461
	Iteration 15Q: 3 clusters Score -1826962 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1827019.750000 Penalty: 4783.522461
	Iteration 16Q: 3 clusters Score -1827020 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1827051.750000 Penalty: 4783.522461
	Iteration 17Q: 3 clusters Score -1827052 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1827070.375000 Penalty: 4783.522461
	Iteration 18Q: 3 clusters Score -1827070 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1827089.500000 Penalty: 4783.522461
	Iteration 19Q: 3 clusters Score -1827090 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1827110.375000 Penalty: 4783.522461
	Iteration 20F: 3 clusters Score -1827110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1827124.875000 Penalty: 4783.522461
	Iteration 21Q: 3 clusters Score -1827125 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1827126.125000 Penalty: 4783.522461
	Iteration 22Q: 3 clusters Score -1827126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1827136.500000 Penalty: 4783.522461
	Iteration 23Q: 3 clusters Score -1827136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1827139.125000 Penalty: 4783.522461
	Iteration 24Q: 3 clusters Score -1827139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1827143.500000 Penalty: 4783.522461
	Iteration 25Q: 3 clusters Score -1827144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1827144.875000 Penalty: 4783.522461
	Iteration 26Q: 3 clusters Score -1827145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1827149.000000 Penalty: 4783.522461
	Iteration 27Q: 3 clusters Score -1827149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1827148.375000 Penalty: 4783.522461
	Iteration 28Q: 3 clusters Score -1827148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1827150.000000 Penalty: 4783.522461
	Iteration 29Q: 3 clusters Score -1827150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1827148.250000 Penalty: 4783.522461
	Iteration 30Q: 3 clusters Score -1827148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1827152.000000 Penalty: 4783.522461
	Iteration 31Q: 3 clusters Score -1827152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1827152.500000 Penalty: 4783.522461
	Iteration 32Q: 3 clusters Score -1827152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1827152.500000 Penalty: 4783.522461
	Iteration 33F: 3 clusters Score -1827152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Entering Unmasked Estep 
Score: -1168739.000000 Penalty: 2287.905518
	Iteration 0F: 2 clusters Score -1168739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1160948.625000 Penalty: 4575.811035
	Iteration 0F: 3 clusters Score -1160949 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1163398.500000 Penalty: 4575.811035
	Iteration 1F: 3 clusters Score -1163398 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1163843.250000 Penalty: 4575.811035
	Iteration 2F: 3 clusters Score -1163843 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1164198.750000 Penalty: 4575.811035
	Iteration 3F: 3 clusters Score -1164199 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1164484.750000 Penalty: 4575.811035
	Iteration 4F: 3 clusters Score -1164485 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1164714.500000 Penalty: 4575.811035
	Iteration 5Q: 3 clusters Score -1164714 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1164895.625000 Penalty: 4575.811035
	Iteration 6Q: 3 clusters Score -1164896 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1165089.625000 Penalty: 4575.811035
	Iteration 7Q: 3 clusters Score -1165090 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1165313.750000 Penalty: 4575.811035
	Iteration 8Q: 3 clusters Score -1165314 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1165550.250000 Penalty: 4575.811035
	Iteration 9Q: 3 clusters Score -1165550 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1165750.250000 Penalty: 4575.811035
	Iteration 10Q: 3 clusters Score -1165750 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1165957.250000 Penalty: 4575.811035
	Iteration 11Q: 3 clusters Score -1165957 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1166140.250000 Penalty: 4575.811035
	Iteration 12Q: 3 clusters Score -1166140 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1166269.500000 Penalty: 4575.811035
	Iteration 13Q: 3 clusters Score -1166270 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1166381.625000 Penalty: 4575.811035
	Iteration 14Q: 3 clusters Score -1166382 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1166472.250000 Penalty: 4575.811035
	Iteration 15Q: 3 clusters Score -1166472 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1166577.125000 Penalty: 4575.811035
	Iteration 16Q: 3 clusters Score -1166577 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1166690.250000 Penalty: 4575.811035
	Iteration 17Q: 3 clusters Score -1166690 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1166803.750000 Penalty: 4575.811035
	Iteration 18Q: 3 clusters Score -1166804 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1166883.750000 Penalty: 4575.811035
	Iteration 19Q: 3 clusters Score -1166884 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1166986.375000 Penalty: 4575.811035
	Iteration 20F: 3 clusters Score -1166986 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1167097.375000 Penalty: 4575.811035
	Iteration 21Q: 3 clusters Score -1167097 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1167242.250000 Penalty: 4575.811035
	Iteration 22Q: 3 clusters Score -1167242 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1167450.625000 Penalty: 4575.811035
	Iteration 23Q: 3 clusters Score -1167451 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1167604.125000 Penalty: 4575.811035
	Iteration 24Q: 3 clusters Score -1167604 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1167677.000000 Penalty: 4575.811035
	Iteration 25Q: 3 clusters Score -1167677 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1167688.375000 Penalty: 4575.811035
	Iteration 26Q: 3 clusters Score -1167688 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1167697.500000 Penalty: 4575.811035
	Iteration 27Q: 3 clusters Score -1167698 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1167706.125000 Penalty: 4575.811035
	Iteration 28Q: 3 clusters Score -1167706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1167704.125000 Penalty: 4575.811035
	Iteration 29Q: 3 clusters Score -1167704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1167709.750000 Penalty: 4575.811035
	Iteration 30Q: 3 clusters Score -1167710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1167709.375000 Penalty: 4575.811035
	Iteration 31Q: 3 clusters Score -1167709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1167715.500000 Penalty: 4575.811035
	Iteration 32Q: 3 clusters Score -1167716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1167720.875000 Penalty: 4575.811035
	Iteration 33Q: 3 clusters Score -1167721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1167724.000000 Penalty: 4575.811035
	Iteration 34Q: 3 clusters Score -1167724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1167722.250000 Penalty: 4575.811035
	Iteration 35Q: 3 clusters Score -1167722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1167721.125000 Penalty: 4575.811035
	Iteration 36Q: 3 clusters Score -1167721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1167721.750000 Penalty: 4575.811035
	Iteration 37Q: 3 clusters Score -1167722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1167722.750000 Penalty: 4575.811035
	Iteration 38Q: 3 clusters Score -1167723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1167722.750000 Penalty: 4575.811035
	Iteration 39F: 3 clusters Score -1167723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (195921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195921 members 
Entering Unmasked Estep 
Score: -24231682.000000 Penalty: 3021.995850
	Iteration 0F: 2 clusters Score -2.423168e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97924 members 
Mstep: Class 2 contains 97997 members 
Entering Unmasked Estep 
Score: -24102190.000000 Penalty: 6043.991699
	Iteration 0F: 3 clusters Score -2.410219e+07 nChanged 94333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96567 members 
Mstep: Class 2 contains 99354 members 
Entering Unmasked Estep 
Score: -24157036.000000 Penalty: 6043.991699
	Iteration 1F: 3 clusters Score -2.415704e+07 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95582 members 
Mstep: Class 2 contains 100339 members 
Entering Unmasked Estep 
Score: -24157848.000000 Penalty: 6043.991699
	Iteration 2Q: 3 clusters Score -2.415785e+07 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93913 members 
Mstep: Class 2 contains 102008 members 
Entering Unmasked Estep 
Score: -24158922.000000 Penalty: 6043.991699
	Iteration 3Q: 3 clusters Score -2.415892e+07 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91277 members 
Mstep: Class 2 contains 104644 members 
Entering Unmasked Estep 
Score: -24160194.000000 Penalty: 6043.991699
	Iteration 4Q: 3 clusters Score -2.416019e+07 nChanged 6722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87107 members 
Mstep: Class 2 contains 108814 members 
Entering Unmasked Estep 
Score: -24162188.000000 Penalty: 6043.991699
	Iteration 5Q: 3 clusters Score -2.416219e+07 nChanged 8307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80850 members 
Mstep: Class 2 contains 115071 members 
Entering Unmasked Estep 
Score: -24165152.000000 Penalty: 6043.991699
	Iteration 6Q: 3 clusters Score -2.416515e+07 nChanged 10385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71971 members 
Mstep: Class 2 contains 123950 members 
Entering Unmasked Estep 
Score: -24170106.000000 Penalty: 6043.991699
	Iteration 7F: 3 clusters Score -2.417011e+07 nChanged 12646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60303 members 
Mstep: Class 2 contains 135618 members 
Entering Unmasked Estep 
Score: -24178002.000000 Penalty: 6043.991699
	Iteration 8F: 3 clusters Score -2.4178e+07 nChanged 14503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46310 members 
Mstep: Class 2 contains 149611 members 
Entering Unmasked Estep 
Score: -24189370.000000 Penalty: 6043.991699
	Iteration 9F: 3 clusters Score -2.418937e+07 nChanged 14498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32002 members 
Mstep: Class 2 contains 163919 members 
Entering Unmasked Estep 
Score: -24202116.000000 Penalty: 6043.991699
	Iteration 10F: 3 clusters Score -2.420212e+07 nChanged 12300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 176177 members 
Entering Unmasked Estep 
Score: -24213502.000000 Penalty: 6043.991699
	Iteration 11F: 3 clusters Score -2.42135e+07 nChanged 8630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 184791 members 
Entering Unmasked Estep 
Score: -24221144.000000 Penalty: 6043.991699
	Iteration 12Q: 3 clusters Score -2.422114e+07 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 190191 members 
Entering Unmasked Estep 
Score: -24225218.000000 Penalty: 6043.991699
	Iteration 13Q: 3 clusters Score -2.422522e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 193066 members 
Entering Unmasked Estep 
Score: -24227208.000000 Penalty: 6043.991699
	Iteration 14Q: 3 clusters Score -2.422721e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 194488 members 
Entering Unmasked Estep 
Score: -24228234.000000 Penalty: 6043.991699
	Iteration 15Q: 3 clusters Score -2.422823e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 195068 members 
Entering Unmasked Estep 
Score: -24228624.000000 Penalty: 6043.991699
	Iteration 16Q: 3 clusters Score -2.422862e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 195321 members 
Entering Unmasked Estep 
Score: -24228828.000000 Penalty: 6043.991699
	Iteration 17Q: 3 clusters Score -2.422883e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 195421 members 
Entering Unmasked Estep 
Score: -24228930.000000 Penalty: 6043.991699
	Iteration 18Q: 3 clusters Score -2.422893e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 195469 members 
Entering Unmasked Estep 
Score: -24228980.000000 Penalty: 6043.991699
	Iteration 19Q: 3 clusters Score -2.422898e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 195507 members 
Entering Unmasked Estep 
Score: -24229026.000000 Penalty: 6043.991699
	Iteration 20F: 3 clusters Score -2.422903e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 195520 members 
Entering Unmasked Estep 
Score: -24229052.000000 Penalty: 6043.991699
	Iteration 21Q: 3 clusters Score -2.422905e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 195534 members 
Entering Unmasked Estep 
Score: -24229058.000000 Penalty: 6043.991699
	Iteration 22Q: 3 clusters Score -2.422906e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 195544 members 
Entering Unmasked Estep 
Score: -24229078.000000 Penalty: 6043.991699
	Iteration 23Q: 3 clusters Score -2.422908e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 195554 members 
Entering Unmasked Estep 
Score: -24229096.000000 Penalty: 6043.991699
	Iteration 24Q: 3 clusters Score -2.42291e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 195564 members 
Entering Unmasked Estep 
Score: -24229100.000000 Penalty: 6043.991699
	Iteration 25Q: 3 clusters Score -2.42291e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 195567 members 
Entering Unmasked Estep 
Score: -24229100.000000 Penalty: 6043.991699
	Iteration 26Q: 3 clusters Score -2.42291e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 195568 members 
Entering Unmasked Estep 
Score: -24229098.000000 Penalty: 6043.991699
	Iteration 27Q: 3 clusters Score -2.42291e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 195567 members 
Entering Unmasked Estep 
Score: -24229108.000000 Penalty: 6043.991699
	Iteration 28Q: 3 clusters Score -2.422911e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 195571 members 
Entering Unmasked Estep 
Score: -24229114.000000 Penalty: 6043.991699
	Iteration 29Q: 3 clusters Score -2.422911e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 195570 members 
Entering Unmasked Estep 
Score: -24229116.000000 Penalty: 6043.991699
	Iteration 30Q: 3 clusters Score -2.422912e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 195571 members 
Entering Unmasked Estep 
Score: -24229104.000000 Penalty: 6043.991699
	Iteration 31Q: 3 clusters Score -2.42291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 195572 members 
Entering Unmasked Estep 
Score: -24229108.000000 Penalty: 6043.991699
	Iteration 32Q: 3 clusters Score -2.422911e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 195573 members 
Entering Unmasked Estep 
Score: -24229112.000000 Penalty: 6043.991699
	Iteration 33Q: 3 clusters Score -2.422911e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 195574 members 
Entering Unmasked Estep 
Score: -24229118.000000 Penalty: 6043.991699
	Iteration 34Q: 3 clusters Score -2.422912e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 195575 members 
Entering Unmasked Estep 
Score: -24229112.000000 Penalty: 6043.991699
	Iteration 35Q: 3 clusters Score -2.422911e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 195575 members 
Entering Unmasked Estep 
Score: -24229112.000000 Penalty: 6043.991699
	Iteration 36F: 3 clusters Score -2.422911e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Entering Unmasked Estep 
Score: -1530023.375000 Penalty: 2347.680664
	Iteration 0F: 2 clusters Score -1530023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1520611.250000 Penalty: 4695.361328
	Iteration 0F: 3 clusters Score -1520611 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1523794.000000 Penalty: 4695.361328
	Iteration 1F: 3 clusters Score -1523794 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1524571.250000 Penalty: 4695.361328
	Iteration 2F: 3 clusters Score -1524571 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1525263.250000 Penalty: 4695.361328
	Iteration 3F: 3 clusters Score -1525263 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1525852.750000 Penalty: 4695.361328
	Iteration 4F: 3 clusters Score -1525853 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1526301.875000 Penalty: 4695.361328
	Iteration 5F: 3 clusters Score -1526302 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1526677.625000 Penalty: 4695.361328
	Iteration 6F: 3 clusters Score -1526678 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1526972.500000 Penalty: 4695.361328
	Iteration 7Q: 3 clusters Score -1526972 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1527199.750000 Penalty: 4695.361328
	Iteration 8Q: 3 clusters Score -1527200 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1527398.250000 Penalty: 4695.361328
	Iteration 9Q: 3 clusters Score -1527398 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1527577.375000 Penalty: 4695.361328
	Iteration 10Q: 3 clusters Score -1527577 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1527749.375000 Penalty: 4695.361328
	Iteration 11Q: 3 clusters Score -1527749 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1527924.875000 Penalty: 4695.361328
	Iteration 12Q: 3 clusters Score -1527925 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1528100.125000 Penalty: 4695.361328
	Iteration 13Q: 3 clusters Score -1528100 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1528282.250000 Penalty: 4695.361328
	Iteration 14Q: 3 clusters Score -1528282 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1528437.250000 Penalty: 4695.361328
	Iteration 15Q: 3 clusters Score -1528437 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1528546.875000 Penalty: 4695.361328
	Iteration 16Q: 3 clusters Score -1528547 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1528659.250000 Penalty: 4695.361328
	Iteration 17Q: 3 clusters Score -1528659 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1528751.250000 Penalty: 4695.361328
	Iteration 18Q: 3 clusters Score -1528751 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1528843.125000 Penalty: 4695.361328
	Iteration 19Q: 3 clusters Score -1528843 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1528916.250000 Penalty: 4695.361328
	Iteration 20F: 3 clusters Score -1528916 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1528967.750000 Penalty: 4695.361328
	Iteration 21Q: 3 clusters Score -1528968 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1529016.500000 Penalty: 4695.361328
	Iteration 22Q: 3 clusters Score -1529016 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1529042.625000 Penalty: 4695.361328
	Iteration 23Q: 3 clusters Score -1529043 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1529059.000000 Penalty: 4695.361328
	Iteration 24Q: 3 clusters Score -1529059 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1529068.375000 Penalty: 4695.361328
	Iteration 25Q: 3 clusters Score -1529068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1529076.000000 Penalty: 4695.361328
	Iteration 26Q: 3 clusters Score -1529076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1529081.625000 Penalty: 4695.361328
	Iteration 27Q: 3 clusters Score -1529082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1529087.375000 Penalty: 4695.361328
	Iteration 28Q: 3 clusters Score -1529087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1529089.500000 Penalty: 4695.361328
	Iteration 29Q: 3 clusters Score -1529090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1529093.000000 Penalty: 4695.361328
	Iteration 30Q: 3 clusters Score -1529093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1529099.000000 Penalty: 4695.361328
	Iteration 31Q: 3 clusters Score -1529099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1529099.625000 Penalty: 4695.361328
	Iteration 32Q: 3 clusters Score -1529100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1529101.250000 Penalty: 4695.361328
	Iteration 33Q: 3 clusters Score -1529101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1529101.250000 Penalty: 4695.361328
	Iteration 34F: 3 clusters Score -1529101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (150549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150549 members 
Entering Unmasked Estep 
Score: -18369640.000000 Penalty: 2956.666748
	Iteration 0F: 2 clusters Score -1.836964e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75338 members 
Mstep: Class 2 contains 75211 members 
Entering Unmasked Estep 
Score: -18268996.000000 Penalty: 5913.333496
	Iteration 0F: 3 clusters Score -1.8269e+07 nChanged 71933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76695 members 
Mstep: Class 2 contains 73854 members 
Entering Unmasked Estep 
Score: -18310454.000000 Penalty: 5913.333496
	Iteration 1F: 3 clusters Score -1.831045e+07 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77511 members 
Mstep: Class 2 contains 73038 members 
Entering Unmasked Estep 
Score: -18311332.000000 Penalty: 5913.333496
	Iteration 2Q: 3 clusters Score -1.831133e+07 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78696 members 
Mstep: Class 2 contains 71853 members 
Entering Unmasked Estep 
Score: -18312342.000000 Penalty: 5913.333496
	Iteration 3Q: 3 clusters Score -1.831234e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80517 members 
Mstep: Class 2 contains 70032 members 
Entering Unmasked Estep 
Score: -18313538.000000 Penalty: 5913.333496
	Iteration 4Q: 3 clusters Score -1.831354e+07 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83221 members 
Mstep: Class 2 contains 67328 members 
Entering Unmasked Estep 
Score: -18315256.000000 Penalty: 5913.333496
	Iteration 5Q: 3 clusters Score -1.831526e+07 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87202 members 
Mstep: Class 2 contains 63347 members 
Entering Unmasked Estep 
Score: -18317532.000000 Penalty: 5913.333496
	Iteration 6Q: 3 clusters Score -1.831753e+07 nChanged 7037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92927 members 
Mstep: Class 2 contains 57622 members 
Entering Unmasked Estep 
Score: -18320974.000000 Penalty: 5913.333496
	Iteration 7Q: 3 clusters Score -1.832097e+07 nChanged 8606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100603 members 
Mstep: Class 2 contains 49946 members 
Entering Unmasked Estep 
Score: -18326158.000000 Penalty: 5913.333496
	Iteration 8F: 3 clusters Score -1.832616e+07 nChanged 10237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110254 members 
Mstep: Class 2 contains 40295 members 
Entering Unmasked Estep 
Score: -18333526.000000 Penalty: 5913.333496
	Iteration 9F: 3 clusters Score -1.833353e+07 nChanged 10884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120874 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -18342188.000000 Penalty: 5913.333496
	Iteration 10F: 3 clusters Score -1.834219e+07 nChanged 10048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130842 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -18350618.000000 Penalty: 5913.333496
	Iteration 11F: 3 clusters Score -1.835062e+07 nChanged 8282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139122 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -18357728.000000 Penalty: 5913.333496
	Iteration 12F: 3 clusters Score -1.835773e+07 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144707 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -18362554.000000 Penalty: 5913.333496
	Iteration 13Q: 3 clusters Score -1.836255e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147836 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -18365164.000000 Penalty: 5913.333496
	Iteration 14Q: 3 clusters Score -1.836516e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149235 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -18366248.000000 Penalty: 5913.333496
	Iteration 15Q: 3 clusters Score -1.836625e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149772 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -18366682.000000 Penalty: 5913.333496
	Iteration 16Q: 3 clusters Score -1.836668e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149984 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -18366878.000000 Penalty: 5913.333496
	Iteration 17Q: 3 clusters Score -1.836688e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150072 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -18366964.000000 Penalty: 5913.333496
	Iteration 18Q: 3 clusters Score -1.836696e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150120 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -18367006.000000 Penalty: 5913.333496
	Iteration 19Q: 3 clusters Score -1.836701e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150141 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -18367034.000000 Penalty: 5913.333496
	Iteration 20F: 3 clusters Score -1.836703e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150156 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -18367058.000000 Penalty: 5913.333496
	Iteration 21Q: 3 clusters Score -1.836706e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150162 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -18367072.000000 Penalty: 5913.333496
	Iteration 22Q: 3 clusters Score -1.836707e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150164 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -18367082.000000 Penalty: 5913.333496
	Iteration 23Q: 3 clusters Score -1.836708e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150168 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -18367082.000000 Penalty: 5913.333496
	Iteration 24Q: 3 clusters Score -1.836708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150171 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -18367090.000000 Penalty: 5913.333496
	Iteration 25Q: 3 clusters Score -1.836709e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150171 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -18367090.000000 Penalty: 5913.333496
	Iteration 26F: 3 clusters Score -1.836709e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Entering Unmasked Estep 
Score: -1794808.750000 Penalty: 2381.725830
	Iteration 0F: 2 clusters Score -1794809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1784222.375000 Penalty: 4763.451660
	Iteration 0F: 3 clusters Score -1784222 nChanged 6331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1787563.625000 Penalty: 4763.451660
	Iteration 1F: 3 clusters Score -1787564 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1787909.500000 Penalty: 4763.451660
	Iteration 2F: 3 clusters Score -1787910 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1788238.875000 Penalty: 4763.451660
	Iteration 3Q: 3 clusters Score -1788239 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1788552.875000 Penalty: 4763.451660
	Iteration 4Q: 3 clusters Score -1788553 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1788859.375000 Penalty: 4763.451660
	Iteration 5Q: 3 clusters Score -1788859 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1789167.125000 Penalty: 4763.451660
	Iteration 6Q: 3 clusters Score -1789167 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1789451.500000 Penalty: 4763.451660
	Iteration 7Q: 3 clusters Score -1789452 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1789724.875000 Penalty: 4763.451660
	Iteration 8Q: 3 clusters Score -1789725 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1789959.250000 Penalty: 4763.451660
	Iteration 9Q: 3 clusters Score -1789959 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1790133.625000 Penalty: 4763.451660
	Iteration 10Q: 3 clusters Score -1790134 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1790264.375000 Penalty: 4763.451660
	Iteration 11Q: 3 clusters Score -1790264 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1790353.000000 Penalty: 4763.451660
	Iteration 12Q: 3 clusters Score -1790353 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1790426.125000 Penalty: 4763.451660
	Iteration 13Q: 3 clusters Score -1790426 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1790492.000000 Penalty: 4763.451660
	Iteration 14Q: 3 clusters Score -1790492 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1790543.000000 Penalty: 4763.451660
	Iteration 15Q: 3 clusters Score -1790543 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1790587.750000 Penalty: 4763.451660
	Iteration 16Q: 3 clusters Score -1790588 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1790628.625000 Penalty: 4763.451660
	Iteration 17Q: 3 clusters Score -1790629 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1790661.625000 Penalty: 4763.451660
	Iteration 18Q: 3 clusters Score -1790662 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1790707.500000 Penalty: 4763.451660
	Iteration 19Q: 3 clusters Score -1790708 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1790752.125000 Penalty: 4763.451660
	Iteration 20F: 3 clusters Score -1790752 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1790784.875000 Penalty: 4763.451660
	Iteration 21Q: 3 clusters Score -1790785 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1790828.250000 Penalty: 4763.451660
	Iteration 22Q: 3 clusters Score -1790828 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1790867.625000 Penalty: 4763.451660
	Iteration 23Q: 3 clusters Score -1790868 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1790917.625000 Penalty: 4763.451660
	Iteration 24Q: 3 clusters Score -1790918 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1790960.375000 Penalty: 4763.451660
	Iteration 25Q: 3 clusters Score -1790960 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1791019.125000 Penalty: 4763.451660
	Iteration 26Q: 3 clusters Score -1791019 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1791076.375000 Penalty: 4763.451660
	Iteration 27Q: 3 clusters Score -1791076 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1791141.500000 Penalty: 4763.451660
	Iteration 28Q: 3 clusters Score -1791142 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1791224.875000 Penalty: 4763.451660
	Iteration 29Q: 3 clusters Score -1791225 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1791297.750000 Penalty: 4763.451660
	Iteration 30Q: 3 clusters Score -1791298 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1791398.250000 Penalty: 4763.451660
	Iteration 31Q: 3 clusters Score -1791398 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -1791499.875000 Penalty: 4763.451660
	Iteration 32Q: 3 clusters Score -1791500 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1791594.250000 Penalty: 4763.451660
	Iteration 33Q: 3 clusters Score -1791594 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -1791704.000000 Penalty: 4763.451660
	Iteration 34Q: 3 clusters Score -1791704 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -1791816.750000 Penalty: 4763.451660
	Iteration 35Q: 3 clusters Score -1791817 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -1791945.000000 Penalty: 4763.451660
	Iteration 36Q: 3 clusters Score -1791945 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -1792095.500000 Penalty: 4763.451660
	Iteration 37Q: 3 clusters Score -1792096 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1792226.625000 Penalty: 4763.451660
	Iteration 38Q: 3 clusters Score -1792227 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -1792322.625000 Penalty: 4763.451660
	Iteration 39Q: 3 clusters Score -1792323 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -1792399.750000 Penalty: 4763.451660
	Iteration 40F: 3 clusters Score -1792400 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -1792461.500000 Penalty: 4763.451660
	Iteration 41Q: 3 clusters Score -1792462 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -1792524.875000 Penalty: 4763.451660
	Iteration 42Q: 3 clusters Score -1792525 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -1792583.875000 Penalty: 4763.451660
	Iteration 43Q: 3 clusters Score -1792584 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -1792618.500000 Penalty: 4763.451660
	Iteration 44Q: 3 clusters Score -1792618 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -1792651.125000 Penalty: 4763.451660
	Iteration 45Q: 3 clusters Score -1792651 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1792687.500000 Penalty: 4763.451660
	Iteration 46Q: 3 clusters Score -1792688 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -1792718.625000 Penalty: 4763.451660
	Iteration 47Q: 3 clusters Score -1792719 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -1792747.875000 Penalty: 4763.451660
	Iteration 48Q: 3 clusters Score -1792748 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -1792761.875000 Penalty: 4763.451660
	Iteration 49Q: 3 clusters Score -1792762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -1792765.750000 Penalty: 4763.451660
	Iteration 50Q: 3 clusters Score -1792766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -1792773.500000 Penalty: 4763.451660
	Iteration 51Q: 3 clusters Score -1792774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -1792781.375000 Penalty: 4763.451660
	Iteration 52Q: 3 clusters Score -1792781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -1792790.125000 Penalty: 4763.451660
	Iteration 53Q: 3 clusters Score -1792790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -1792790.250000 Penalty: 4763.451660
	Iteration 54Q: 3 clusters Score -1792790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -1792790.750000 Penalty: 4763.451660
	Iteration 55Q: 3 clusters Score -1792791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -1792796.000000 Penalty: 4763.451660
	Iteration 56Q: 3 clusters Score -1792796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -1792796.500000 Penalty: 4763.451660
	Iteration 57Q: 3 clusters Score -1792796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -1792797.375000 Penalty: 4763.451660
	Iteration 58Q: 3 clusters Score -1792797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -1792796.625000 Penalty: 4763.451660
	Iteration 59Q: 3 clusters Score -1792797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -1792798.500000 Penalty: 4763.451660
	Iteration 60F: 3 clusters Score -1792798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -1792804.625000 Penalty: 4763.451660
	Iteration 61Q: 3 clusters Score -1792805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -1792805.875000 Penalty: 4763.451660
	Iteration 62Q: 3 clusters Score -1792806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -1792807.625000 Penalty: 4763.451660
	Iteration 63Q: 3 clusters Score -1792808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -1792807.125000 Penalty: 4763.451660
	Iteration 64Q: 3 clusters Score -1792807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -1792807.250000 Penalty: 4763.451660
	Iteration 65Q: 3 clusters Score -1792807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -1792811.000000 Penalty: 4763.451660
	Iteration 66Q: 3 clusters Score -1792811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -1792810.500000 Penalty: 4763.451660
	Iteration 67Q: 3 clusters Score -1792810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -1792812.125000 Penalty: 4763.451660
	Iteration 68Q: 3 clusters Score -1792812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -1792811.500000 Penalty: 4763.451660
	Iteration 69Q: 3 clusters Score -1792812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -1792811.500000 Penalty: 4763.451660
	Iteration 70F: 3 clusters Score -1792812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Entering Unmasked Estep 
Score: -852842.875000 Penalty: 2209.958984
	Iteration 0F: 2 clusters Score -852842.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -846857.687500 Penalty: 4419.917969
	Iteration 0F: 3 clusters Score -846857.7 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -848423.375000 Penalty: 4419.917969
	Iteration 1F: 3 clusters Score -848423.4 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -848714.250000 Penalty: 4419.917969
	Iteration 2F: 3 clusters Score -848714.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -848916.937500 Penalty: 4419.917969
	Iteration 3F: 3 clusters Score -848916.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -849073.062500 Penalty: 4419.917969
	Iteration 4Q: 3 clusters Score -849073.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -849199.562500 Penalty: 4419.917969
	Iteration 5Q: 3 clusters Score -849199.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -849325.750000 Penalty: 4419.917969
	Iteration 6Q: 3 clusters Score -849325.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -849450.625000 Penalty: 4419.917969
	Iteration 7Q: 3 clusters Score -849450.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -849554.875000 Penalty: 4419.917969
	Iteration 8Q: 3 clusters Score -849554.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -849658.187500 Penalty: 4419.917969
	Iteration 9Q: 3 clusters Score -849658.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -849728.187500 Penalty: 4419.917969
	Iteration 10Q: 3 clusters Score -849728.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -849782.687500 Penalty: 4419.917969
	Iteration 11Q: 3 clusters Score -849782.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -849829.125000 Penalty: 4419.917969
	Iteration 12Q: 3 clusters Score -849829.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -849870.625000 Penalty: 4419.917969
	Iteration 13Q: 3 clusters Score -849870.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -849900.750000 Penalty: 4419.917969
	Iteration 14Q: 3 clusters Score -849900.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -849924.250000 Penalty: 4419.917969
	Iteration 15Q: 3 clusters Score -849924.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -849948.625000 Penalty: 4419.917969
	Iteration 16Q: 3 clusters Score -849948.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -849973.187500 Penalty: 4419.917969
	Iteration 17Q: 3 clusters Score -849973.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -849987.500000 Penalty: 4419.917969
	Iteration 18Q: 3 clusters Score -849987.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -850002.375000 Penalty: 4419.917969
	Iteration 19Q: 3 clusters Score -850002.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -850013.500000 Penalty: 4419.917969
	Iteration 20F: 3 clusters Score -850013.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -850025.812500 Penalty: 4419.917969
	Iteration 21Q: 3 clusters Score -850025.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -850034.437500 Penalty: 4419.917969
	Iteration 22Q: 3 clusters Score -850034.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -850049.875000 Penalty: 4419.917969
	Iteration 23Q: 3 clusters Score -850049.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -850063.000000 Penalty: 4419.917969
	Iteration 24Q: 3 clusters Score -850063 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -850073.000000 Penalty: 4419.917969
	Iteration 25Q: 3 clusters Score -850073 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -850080.500000 Penalty: 4419.917969
	Iteration 26Q: 3 clusters Score -850080.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -850089.687500 Penalty: 4419.917969
	Iteration 27Q: 3 clusters Score -850089.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -850097.250000 Penalty: 4419.917969
	Iteration 28Q: 3 clusters Score -850097.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -850106.625000 Penalty: 4419.917969
	Iteration 29Q: 3 clusters Score -850106.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -850116.125000 Penalty: 4419.917969
	Iteration 30Q: 3 clusters Score -850116.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -850124.250000 Penalty: 4419.917969
	Iteration 31Q: 3 clusters Score -850124.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -850132.375000 Penalty: 4419.917969
	Iteration 32Q: 3 clusters Score -850132.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -850140.937500 Penalty: 4419.917969
	Iteration 33Q: 3 clusters Score -850140.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -850154.250000 Penalty: 4419.917969
	Iteration 34Q: 3 clusters Score -850154.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -850169.062500 Penalty: 4419.917969
	Iteration 35Q: 3 clusters Score -850169.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -850183.687500 Penalty: 4419.917969
	Iteration 36Q: 3 clusters Score -850183.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -850200.312500 Penalty: 4419.917969
	Iteration 37Q: 3 clusters Score -850200.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -850219.125000 Penalty: 4419.917969
	Iteration 38Q: 3 clusters Score -850219.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -850239.125000 Penalty: 4419.917969
	Iteration 39Q: 3 clusters Score -850239.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -850264.187500 Penalty: 4419.917969
	Iteration 40F: 3 clusters Score -850264.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -850285.625000 Penalty: 4419.917969
	Iteration 41Q: 3 clusters Score -850285.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -850309.312500 Penalty: 4419.917969
	Iteration 42Q: 3 clusters Score -850309.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -850330.062500 Penalty: 4419.917969
	Iteration 43Q: 3 clusters Score -850330.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -850352.187500 Penalty: 4419.917969
	Iteration 44Q: 3 clusters Score -850352.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -850384.062500 Penalty: 4419.917969
	Iteration 45Q: 3 clusters Score -850384.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -850419.875000 Penalty: 4419.917969
	Iteration 46Q: 3 clusters Score -850419.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -850455.500000 Penalty: 4419.917969
	Iteration 47Q: 3 clusters Score -850455.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -850488.000000 Penalty: 4419.917969
	Iteration 48Q: 3 clusters Score -850488 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -850522.000000 Penalty: 4419.917969
	Iteration 49Q: 3 clusters Score -850522 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -850557.687500 Penalty: 4419.917969
	Iteration 50Q: 3 clusters Score -850557.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -850588.437500 Penalty: 4419.917969
	Iteration 51Q: 3 clusters Score -850588.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -850631.125000 Penalty: 4419.917969
	Iteration 52Q: 3 clusters Score -850631.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -850673.687500 Penalty: 4419.917969
	Iteration 53Q: 3 clusters Score -850673.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -850724.187500 Penalty: 4419.917969
	Iteration 54Q: 3 clusters Score -850724.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -850773.937500 Penalty: 4419.917969
	Iteration 55Q: 3 clusters Score -850773.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -850828.312500 Penalty: 4419.917969
	Iteration 56Q: 3 clusters Score -850828.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -850877.937500 Penalty: 4419.917969
	Iteration 57Q: 3 clusters Score -850877.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -850924.500000 Penalty: 4419.917969
	Iteration 58Q: 3 clusters Score -850924.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -850978.875000 Penalty: 4419.917969
	Iteration 59Q: 3 clusters Score -850978.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -851033.500000 Penalty: 4419.917969
	Iteration 60F: 3 clusters Score -851033.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -851086.437500 Penalty: 4419.917969
	Iteration 61Q: 3 clusters Score -851086.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -851135.937500 Penalty: 4419.917969
	Iteration 62Q: 3 clusters Score -851135.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -851174.562500 Penalty: 4419.917969
	Iteration 63Q: 3 clusters Score -851174.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -851202.562500 Penalty: 4419.917969
	Iteration 64Q: 3 clusters Score -851202.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -851240.625000 Penalty: 4419.917969
	Iteration 65Q: 3 clusters Score -851240.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -851272.750000 Penalty: 4419.917969
	Iteration 66Q: 3 clusters Score -851272.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -851296.812500 Penalty: 4419.917969
	Iteration 67Q: 3 clusters Score -851296.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -851318.875000 Penalty: 4419.917969
	Iteration 68Q: 3 clusters Score -851318.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -851334.437500 Penalty: 4419.917969
	Iteration 69Q: 3 clusters Score -851334.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -851349.375000 Penalty: 4419.917969
	Iteration 70Q: 3 clusters Score -851349.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -851365.250000 Penalty: 4419.917969
	Iteration 71Q: 3 clusters Score -851365.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -851383.937500 Penalty: 4419.917969
	Iteration 72Q: 3 clusters Score -851383.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -851395.187500 Penalty: 4419.917969
	Iteration 73Q: 3 clusters Score -851395.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -851401.812500 Penalty: 4419.917969
	Iteration 74Q: 3 clusters Score -851401.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -851411.375000 Penalty: 4419.917969
	Iteration 75Q: 3 clusters Score -851411.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -851419.687500 Penalty: 4419.917969
	Iteration 76Q: 3 clusters Score -851419.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -851428.812500 Penalty: 4419.917969
	Iteration 77Q: 3 clusters Score -851428.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -851433.312500 Penalty: 4419.917969
	Iteration 78Q: 3 clusters Score -851433.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -851438.750000 Penalty: 4419.917969
	Iteration 79Q: 3 clusters Score -851438.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -851436.312500 Penalty: 4419.917969
	Iteration 80F: 3 clusters Score -851436.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Entering Unmasked Estep 
Score: -1023029.062500 Penalty: 2236.876709
	Iteration 0F: 2 clusters Score -1023029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1016493.687500 Penalty: 4473.753418
	Iteration 0F: 3 clusters Score -1016494 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1018220.312500 Penalty: 4473.753418
	Iteration 1F: 3 clusters Score -1018220 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1018465.750000 Penalty: 4473.753418
	Iteration 2F: 3 clusters Score -1018466 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1018596.875000 Penalty: 4473.753418
	Iteration 3Q: 3 clusters Score -1018597 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1018712.187500 Penalty: 4473.753418
	Iteration 4Q: 3 clusters Score -1018712 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1018786.875000 Penalty: 4473.753418
	Iteration 5Q: 3 clusters Score -1018787 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1018857.312500 Penalty: 4473.753418
	Iteration 6Q: 3 clusters Score -1018857 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1018929.500000 Penalty: 4473.753418
	Iteration 7Q: 3 clusters Score -1018930 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1018984.812500 Penalty: 4473.753418
	Iteration 8Q: 3 clusters Score -1018985 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1019048.562500 Penalty: 4473.753418
	Iteration 9Q: 3 clusters Score -1019049 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1019107.937500 Penalty: 4473.753418
	Iteration 10Q: 3 clusters Score -1019108 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1019176.000000 Penalty: 4473.753418
	Iteration 11Q: 3 clusters Score -1019176 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1019254.500000 Penalty: 4473.753418
	Iteration 12Q: 3 clusters Score -1019254 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1019345.000000 Penalty: 4473.753418
	Iteration 13Q: 3 clusters Score -1019345 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1019449.250000 Penalty: 4473.753418
	Iteration 14Q: 3 clusters Score -1019449 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1019564.375000 Penalty: 4473.753418
	Iteration 15Q: 3 clusters Score -1019564 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1019683.937500 Penalty: 4473.753418
	Iteration 16Q: 3 clusters Score -1019684 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1019824.562500 Penalty: 4473.753418
	Iteration 17Q: 3 clusters Score -1019825 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1019959.812500 Penalty: 4473.753418
	Iteration 18Q: 3 clusters Score -1019960 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1020095.125000 Penalty: 4473.753418
	Iteration 19Q: 3 clusters Score -1020095 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1020235.687500 Penalty: 4473.753418
	Iteration 20F: 3 clusters Score -1020236 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1020372.250000 Penalty: 4473.753418
	Iteration 21Q: 3 clusters Score -1020372 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1020479.000000 Penalty: 4473.753418
	Iteration 22Q: 3 clusters Score -1020479 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1020580.687500 Penalty: 4473.753418
	Iteration 23Q: 3 clusters Score -1020581 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1020673.312500 Penalty: 4473.753418
	Iteration 24Q: 3 clusters Score -1020673 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1020748.437500 Penalty: 4473.753418
	Iteration 25Q: 3 clusters Score -1020748 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1020815.687500 Penalty: 4473.753418
	Iteration 26Q: 3 clusters Score -1020816 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1020859.500000 Penalty: 4473.753418
	Iteration 27Q: 3 clusters Score -1020860 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1020899.187500 Penalty: 4473.753418
	Iteration 28Q: 3 clusters Score -1020899 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1020932.375000 Penalty: 4473.753418
	Iteration 29Q: 3 clusters Score -1020932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1020950.937500 Penalty: 4473.753418
	Iteration 30Q: 3 clusters Score -1020951 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1020981.625000 Penalty: 4473.753418
	Iteration 31Q: 3 clusters Score -1020982 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1021007.062500 Penalty: 4473.753418
	Iteration 32Q: 3 clusters Score -1021007 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1021029.562500 Penalty: 4473.753418
	Iteration 33Q: 3 clusters Score -1021030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1021046.437500 Penalty: 4473.753418
	Iteration 34Q: 3 clusters Score -1021046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1021055.000000 Penalty: 4473.753418
	Iteration 35Q: 3 clusters Score -1021055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1021057.375000 Penalty: 4473.753418
	Iteration 36Q: 3 clusters Score -1021057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1021060.750000 Penalty: 4473.753418
	Iteration 37Q: 3 clusters Score -1021061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1021068.000000 Penalty: 4473.753418
	Iteration 38Q: 3 clusters Score -1021068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1021070.187500 Penalty: 4473.753418
	Iteration 39Q: 3 clusters Score -1021070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1021069.062500 Penalty: 4473.753418
	Iteration 40F: 3 clusters Score -1021069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1021069.062500 Penalty: 4473.753418
	Iteration 41Q: 3 clusters Score -1021069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1021070.250000 Penalty: 4473.753418
	Iteration 42Q: 3 clusters Score -1021070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1021070.250000 Penalty: 4473.753418
	Iteration 43F: 3 clusters Score -1021070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Entering Unmasked Estep 
Score: -1060158.250000 Penalty: 2254.538574
	Iteration 0F: 2 clusters Score -1060158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1053348.125000 Penalty: 4509.077148
	Iteration 0F: 3 clusters Score -1053348 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1055289.625000 Penalty: 4509.077148
	Iteration 1F: 3 clusters Score -1055290 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1055544.625000 Penalty: 4509.077148
	Iteration 2F: 3 clusters Score -1055545 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1055729.250000 Penalty: 4509.077148
	Iteration 3Q: 3 clusters Score -1055729 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1055867.500000 Penalty: 4509.077148
	Iteration 4Q: 3 clusters Score -1055868 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1055993.000000 Penalty: 4509.077148
	Iteration 5Q: 3 clusters Score -1055993 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1056102.125000 Penalty: 4509.077148
	Iteration 6Q: 3 clusters Score -1056102 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1056198.750000 Penalty: 4509.077148
	Iteration 7Q: 3 clusters Score -1056199 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1056326.000000 Penalty: 4509.077148
	Iteration 8Q: 3 clusters Score -1056326 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1056533.625000 Penalty: 4509.077148
	Iteration 9Q: 3 clusters Score -1056534 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1056853.500000 Penalty: 4509.077148
	Iteration 10Q: 3 clusters Score -1056854 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1057407.875000 Penalty: 4509.077148
	Iteration 11F: 3 clusters Score -1057408 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1058124.000000 Penalty: 4509.077148
	Iteration 12F: 3 clusters Score -1058124 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1058801.750000 Penalty: 4509.077148
	Iteration 13F: 3 clusters Score -1058802 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1059285.375000 Penalty: 4509.077148
	Iteration 14F: 3 clusters Score -1059285 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1059508.375000 Penalty: 4509.077148
	Iteration 15Q: 3 clusters Score -1059508 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1059608.500000 Penalty: 4509.077148
	Iteration 16Q: 3 clusters Score -1059608 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1059651.375000 Penalty: 4509.077148
	Iteration 17Q: 3 clusters Score -1059651 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1059677.375000 Penalty: 4509.077148
	Iteration 18Q: 3 clusters Score -1059677 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1059695.250000 Penalty: 4509.077148
	Iteration 19Q: 3 clusters Score -1059695 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1059703.625000 Penalty: 4509.077148
	Iteration 20F: 3 clusters Score -1059704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1059706.375000 Penalty: 4509.077148
	Iteration 21Q: 3 clusters Score -1059706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1059710.250000 Penalty: 4509.077148
	Iteration 22Q: 3 clusters Score -1059710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1059713.000000 Penalty: 4509.077148
	Iteration 23Q: 3 clusters Score -1059713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1059711.625000 Penalty: 4509.077148
	Iteration 24Q: 3 clusters Score -1059712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1059714.000000 Penalty: 4509.077148
	Iteration 25Q: 3 clusters Score -1059714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1059714.375000 Penalty: 4509.077148
	Iteration 26Q: 3 clusters Score -1059714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1059714.375000 Penalty: 4509.077148
	Iteration 27F: 3 clusters Score -1059714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Entering Unmasked Estep 
Score: -1064880.375000 Penalty: 2259.901611
	Iteration 0F: 2 clusters Score -1064880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1057866.000000 Penalty: 4519.803223
	Iteration 0F: 3 clusters Score -1057866 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1059881.375000 Penalty: 4519.803223
	Iteration 1F: 3 clusters Score -1059881 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1060255.000000 Penalty: 4519.803223
	Iteration 2F: 3 clusters Score -1060255 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1060581.750000 Penalty: 4519.803223
	Iteration 3F: 3 clusters Score -1060582 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1060885.500000 Penalty: 4519.803223
	Iteration 4F: 3 clusters Score -1060886 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1061187.625000 Penalty: 4519.803223
	Iteration 5F: 3 clusters Score -1061188 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1061446.875000 Penalty: 4519.803223
	Iteration 6Q: 3 clusters Score -1061447 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1061634.250000 Penalty: 4519.803223
	Iteration 7Q: 3 clusters Score -1061634 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1061775.250000 Penalty: 4519.803223
	Iteration 8Q: 3 clusters Score -1061775 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1061887.750000 Penalty: 4519.803223
	Iteration 9Q: 3 clusters Score -1061888 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1061984.250000 Penalty: 4519.803223
	Iteration 10Q: 3 clusters Score -1061984 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1062059.000000 Penalty: 4519.803223
	Iteration 11Q: 3 clusters Score -1062059 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1062118.500000 Penalty: 4519.803223
	Iteration 12Q: 3 clusters Score -1062118 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1062176.625000 Penalty: 4519.803223
	Iteration 13Q: 3 clusters Score -1062177 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1062230.375000 Penalty: 4519.803223
	Iteration 14Q: 3 clusters Score -1062230 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1062274.750000 Penalty: 4519.803223
	Iteration 15Q: 3 clusters Score -1062275 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1062319.875000 Penalty: 4519.803223
	Iteration 16Q: 3 clusters Score -1062320 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1062366.625000 Penalty: 4519.803223
	Iteration 17Q: 3 clusters Score -1062367 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1062415.250000 Penalty: 4519.803223
	Iteration 18Q: 3 clusters Score -1062415 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1062478.125000 Penalty: 4519.803223
	Iteration 19Q: 3 clusters Score -1062478 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1062527.625000 Penalty: 4519.803223
	Iteration 20F: 3 clusters Score -1062528 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1062576.625000 Penalty: 4519.803223
	Iteration 21Q: 3 clusters Score -1062577 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1062620.000000 Penalty: 4519.803223
	Iteration 22Q: 3 clusters Score -1062620 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1062670.375000 Penalty: 4519.803223
	Iteration 23Q: 3 clusters Score -1062670 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1062733.125000 Penalty: 4519.803223
	Iteration 24Q: 3 clusters Score -1062733 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1062794.875000 Penalty: 4519.803223
	Iteration 25Q: 3 clusters Score -1062795 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1062855.625000 Penalty: 4519.803223
	Iteration 26Q: 3 clusters Score -1062856 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1062904.000000 Penalty: 4519.803223
	Iteration 27Q: 3 clusters Score -1062904 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1062945.000000 Penalty: 4519.803223
	Iteration 28Q: 3 clusters Score -1062945 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1062979.125000 Penalty: 4519.803223
	Iteration 29Q: 3 clusters Score -1062979 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1063001.875000 Penalty: 4519.803223
	Iteration 30Q: 3 clusters Score -1063002 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1063020.125000 Penalty: 4519.803223
	Iteration 31Q: 3 clusters Score -1063020 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1063030.125000 Penalty: 4519.803223
	Iteration 32Q: 3 clusters Score -1063030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1063034.375000 Penalty: 4519.803223
	Iteration 33Q: 3 clusters Score -1063034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1063040.500000 Penalty: 4519.803223
	Iteration 34Q: 3 clusters Score -1063040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1063046.125000 Penalty: 4519.803223
	Iteration 35Q: 3 clusters Score -1063046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1063052.625000 Penalty: 4519.803223
	Iteration 36Q: 3 clusters Score -1063053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1063063.750000 Penalty: 4519.803223
	Iteration 37Q: 3 clusters Score -1063064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1063074.250000 Penalty: 4519.803223
	Iteration 38Q: 3 clusters Score -1063074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1063090.375000 Penalty: 4519.803223
	Iteration 39Q: 3 clusters Score -1063090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1063098.500000 Penalty: 4519.803223
	Iteration 40F: 3 clusters Score -1063098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1063105.250000 Penalty: 4519.803223
	Iteration 41Q: 3 clusters Score -1063105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1063107.375000 Penalty: 4519.803223
	Iteration 42Q: 3 clusters Score -1063107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1063109.125000 Penalty: 4519.803223
	Iteration 43Q: 3 clusters Score -1063109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1063109.125000 Penalty: 4519.803223
	Iteration 44Q: 3 clusters Score -1063109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1063110.250000 Penalty: 4519.803223
	Iteration 45Q: 3 clusters Score -1063110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1063110.250000 Penalty: 4519.803223
	Iteration 46F: 3 clusters Score -1063110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Entering Unmasked Estep 
Score: -1290699.000000 Penalty: 2318.177490
	Iteration 0F: 2 clusters Score -1290699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1282070.625000 Penalty: 4636.354980
	Iteration 0F: 3 clusters Score -1282071 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1284689.375000 Penalty: 4636.354980
	Iteration 1F: 3 clusters Score -1284689 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1284962.375000 Penalty: 4636.354980
	Iteration 2F: 3 clusters Score -1284962 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1285184.625000 Penalty: 4636.354980
	Iteration 3Q: 3 clusters Score -1285185 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1285360.000000 Penalty: 4636.354980
	Iteration 4Q: 3 clusters Score -1285360 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1285526.750000 Penalty: 4636.354980
	Iteration 5Q: 3 clusters Score -1285527 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1285715.750000 Penalty: 4636.354980
	Iteration 6Q: 3 clusters Score -1285716 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1285888.500000 Penalty: 4636.354980
	Iteration 7Q: 3 clusters Score -1285888 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1286046.000000 Penalty: 4636.354980
	Iteration 8Q: 3 clusters Score -1286046 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1286176.500000 Penalty: 4636.354980
	Iteration 9Q: 3 clusters Score -1286176 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1286319.125000 Penalty: 4636.354980
	Iteration 10Q: 3 clusters Score -1286319 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1286441.875000 Penalty: 4636.354980
	Iteration 11Q: 3 clusters Score -1286442 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1286584.500000 Penalty: 4636.354980
	Iteration 12Q: 3 clusters Score -1286584 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1286729.750000 Penalty: 4636.354980
	Iteration 13Q: 3 clusters Score -1286730 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1286857.500000 Penalty: 4636.354980
	Iteration 14Q: 3 clusters Score -1286858 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1286981.250000 Penalty: 4636.354980
	Iteration 15Q: 3 clusters Score -1286981 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1287095.875000 Penalty: 4636.354980
	Iteration 16Q: 3 clusters Score -1287096 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1287208.875000 Penalty: 4636.354980
	Iteration 17Q: 3 clusters Score -1287209 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1287317.375000 Penalty: 4636.354980
	Iteration 18Q: 3 clusters Score -1287317 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1287431.250000 Penalty: 4636.354980
	Iteration 19Q: 3 clusters Score -1287431 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1287523.875000 Penalty: 4636.354980
	Iteration 20F: 3 clusters Score -1287524 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1287591.500000 Penalty: 4636.354980
	Iteration 21Q: 3 clusters Score -1287592 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1287638.125000 Penalty: 4636.354980
	Iteration 22Q: 3 clusters Score -1287638 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1287684.500000 Penalty: 4636.354980
	Iteration 23Q: 3 clusters Score -1287684 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1287707.250000 Penalty: 4636.354980
	Iteration 24Q: 3 clusters Score -1287707 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1287721.375000 Penalty: 4636.354980
	Iteration 25Q: 3 clusters Score -1287721 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1287736.000000 Penalty: 4636.354980
	Iteration 26Q: 3 clusters Score -1287736 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1287745.500000 Penalty: 4636.354980
	Iteration 27Q: 3 clusters Score -1287746 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1287753.750000 Penalty: 4636.354980
	Iteration 28Q: 3 clusters Score -1287754 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1287766.375000 Penalty: 4636.354980
	Iteration 29Q: 3 clusters Score -1287766 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1287772.500000 Penalty: 4636.354980
	Iteration 30Q: 3 clusters Score -1287772 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1287781.500000 Penalty: 4636.354980
	Iteration 31Q: 3 clusters Score -1287782 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1287789.125000 Penalty: 4636.354980
	Iteration 32Q: 3 clusters Score -1287789 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1287798.500000 Penalty: 4636.354980
	Iteration 33Q: 3 clusters Score -1287798 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1287807.625000 Penalty: 4636.354980
	Iteration 34Q: 3 clusters Score -1287808 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1287816.875000 Penalty: 4636.354980
	Iteration 35Q: 3 clusters Score -1287817 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1287818.750000 Penalty: 4636.354980
	Iteration 36Q: 3 clusters Score -1287819 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1287827.875000 Penalty: 4636.354980
	Iteration 37Q: 3 clusters Score -1287828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1287831.500000 Penalty: 4636.354980
	Iteration 38Q: 3 clusters Score -1287832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1287831.000000 Penalty: 4636.354980
	Iteration 39Q: 3 clusters Score -1287831 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1287831.625000 Penalty: 4636.354980
	Iteration 40F: 3 clusters Score -1287832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1287838.750000 Penalty: 4636.354980
	Iteration 41Q: 3 clusters Score -1287839 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1287839.625000 Penalty: 4636.354980
	Iteration 42Q: 3 clusters Score -1287840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1287845.750000 Penalty: 4636.354980
	Iteration 43Q: 3 clusters Score -1287846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1287846.250000 Penalty: 4636.354980
	Iteration 44Q: 3 clusters Score -1287846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1287850.000000 Penalty: 4636.354980
	Iteration 45Q: 3 clusters Score -1287850 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1287854.125000 Penalty: 4636.354980
	Iteration 46Q: 3 clusters Score -1287854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1287852.375000 Penalty: 4636.354980
	Iteration 47Q: 3 clusters Score -1287852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1287854.625000 Penalty: 4636.354980
	Iteration 48Q: 3 clusters Score -1287855 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1287859.250000 Penalty: 4636.354980
	Iteration 49Q: 3 clusters Score -1287859 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1287861.125000 Penalty: 4636.354980
	Iteration 50Q: 3 clusters Score -1287861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1287863.125000 Penalty: 4636.354980
	Iteration 51Q: 3 clusters Score -1287863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1287864.625000 Penalty: 4636.354980
	Iteration 52Q: 3 clusters Score -1287865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1287865.500000 Penalty: 4636.354980
	Iteration 53Q: 3 clusters Score -1287866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1287866.375000 Penalty: 4636.354980
	Iteration 54Q: 3 clusters Score -1287866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1287869.375000 Penalty: 4636.354980
	Iteration 55Q: 3 clusters Score -1287869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1287868.500000 Penalty: 4636.354980
	Iteration 56Q: 3 clusters Score -1287868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1287869.500000 Penalty: 4636.354980
	Iteration 57Q: 3 clusters Score -1287870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1287869.500000 Penalty: 4636.354980
	Iteration 58Q: 3 clusters Score -1287870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1287869.250000 Penalty: 4636.354980
	Iteration 59Q: 3 clusters Score -1287869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1287867.750000 Penalty: 4636.354980
	Iteration 60F: 3 clusters Score -1287868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1287868.750000 Penalty: 4636.354980
	Iteration 61Q: 3 clusters Score -1287869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1287868.750000 Penalty: 4636.354980
	Iteration 62F: 3 clusters Score -1287869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (326117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326117 members 
Entering Unmasked Estep 
Score: -39673664.000000 Penalty: 3148.362793
	Iteration 0F: 2 clusters Score -3.967366e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163272 members 
Mstep: Class 2 contains 162845 members 
Entering Unmasked Estep 
Score: -39487636.000000 Penalty: 6296.725586
	Iteration 0F: 3 clusters Score -3.948764e+07 nChanged 158369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172081 members 
Mstep: Class 2 contains 154036 members 
Entering Unmasked Estep 
Score: -39582716.000000 Penalty: 6296.725586
	Iteration 1F: 3 clusters Score -3.958272e+07 nChanged 11783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179208 members 
Mstep: Class 2 contains 146909 members 
Entering Unmasked Estep 
Score: -39585624.000000 Penalty: 6296.725586
	Iteration 2Q: 3 clusters Score -3.958562e+07 nChanged 14712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190194 members 
Mstep: Class 2 contains 135923 members 
Entering Unmasked Estep 
Score: -39590232.000000 Penalty: 6296.725586
	Iteration 3Q: 3 clusters Score -3.959023e+07 nChanged 18793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205841 members 
Mstep: Class 2 contains 120276 members 
Entering Unmasked Estep 
Score: -39596476.000000 Penalty: 6296.725586
	Iteration 4F: 3 clusters Score -3.959648e+07 nChanged 22663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225960 members 
Mstep: Class 2 contains 100157 members 
Entering Unmasked Estep 
Score: -39605032.000000 Penalty: 6296.725586
	Iteration 5F: 3 clusters Score -3.960503e+07 nChanged 24351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248629 members 
Mstep: Class 2 contains 77488 members 
Entering Unmasked Estep 
Score: -39615744.000000 Penalty: 6296.725586
	Iteration 6F: 3 clusters Score -3.961574e+07 nChanged 23544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271417 members 
Mstep: Class 2 contains 54700 members 
Entering Unmasked Estep 
Score: -39628832.000000 Penalty: 6296.725586
	Iteration 7F: 3 clusters Score -3.962883e+07 nChanged 20450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291651 members 
Mstep: Class 2 contains 34466 members 
Entering Unmasked Estep 
Score: -39642292.000000 Penalty: 6296.725586
	Iteration 8F: 3 clusters Score -3.964229e+07 nChanged 15512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307123 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -39655012.000000 Penalty: 6296.725586
	Iteration 9Q: 3 clusters Score -3.965501e+07 nChanged 9797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316918 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -39663184.000000 Penalty: 6296.725586
	Iteration 10Q: 3 clusters Score -3.966318e+07 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321938 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -39667404.000000 Penalty: 6296.725586
	Iteration 11Q: 3 clusters Score -3.96674e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324086 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -39669352.000000 Penalty: 6296.725586
	Iteration 12Q: 3 clusters Score -3.966935e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324912 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -39670196.000000 Penalty: 6296.725586
	Iteration 13Q: 3 clusters Score -3.96702e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325216 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -39670484.000000 Penalty: 6296.725586
	Iteration 14Q: 3 clusters Score -3.967048e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325349 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -39670724.000000 Penalty: 6296.725586
	Iteration 15Q: 3 clusters Score -3.967072e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325384 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -39670784.000000 Penalty: 6296.725586
	Iteration 16Q: 3 clusters Score -3.967078e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325405 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -39670812.000000 Penalty: 6296.725586
	Iteration 17Q: 3 clusters Score -3.967081e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325413 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -39670844.000000 Penalty: 6296.725586
	Iteration 18Q: 3 clusters Score -3.967084e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325422 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -39670844.000000 Penalty: 6296.725586
	Iteration 19Q: 3 clusters Score -3.967084e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325436 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -39670884.000000 Penalty: 6296.725586
	Iteration 20F: 3 clusters Score -3.967088e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325446 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -39670912.000000 Penalty: 6296.725586
	Iteration 21Q: 3 clusters Score -3.967091e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325458 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -39670916.000000 Penalty: 6296.725586
	Iteration 22Q: 3 clusters Score -3.967092e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325465 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -39670952.000000 Penalty: 6296.725586
	Iteration 23Q: 3 clusters Score -3.967095e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325470 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -39670960.000000 Penalty: 6296.725586
	Iteration 24Q: 3 clusters Score -3.967096e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325476 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -39670956.000000 Penalty: 6296.725586
	Iteration 25Q: 3 clusters Score -3.967096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325479 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -39670948.000000 Penalty: 6296.725586
	Iteration 26Q: 3 clusters Score -3.967095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325480 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -39670952.000000 Penalty: 6296.725586
	Iteration 27Q: 3 clusters Score -3.967095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325481 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -39670948.000000 Penalty: 6296.725586
	Iteration 28Q: 3 clusters Score -3.967095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325480 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -39670956.000000 Penalty: 6296.725586
	Iteration 29Q: 3 clusters Score -3.967096e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325481 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -39670948.000000 Penalty: 6296.725586
	Iteration 30Q: 3 clusters Score -3.967095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325484 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -39670968.000000 Penalty: 6296.725586
	Iteration 31Q: 3 clusters Score -3.967097e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325486 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -39670964.000000 Penalty: 6296.725586
	Iteration 32Q: 3 clusters Score -3.967096e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325491 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -39670984.000000 Penalty: 6296.725586
	Iteration 33Q: 3 clusters Score -3.967098e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325494 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -39670988.000000 Penalty: 6296.725586
	Iteration 34Q: 3 clusters Score -3.967099e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325497 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -39670980.000000 Penalty: 6296.725586
	Iteration 35Q: 3 clusters Score -3.967098e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325500 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -39670944.000000 Penalty: 6296.725586
	Iteration 36Q: 3 clusters Score -3.967094e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325500 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -39670980.000000 Penalty: 6296.725586
	Iteration 37Q: 3 clusters Score -3.967098e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325501 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -39671000.000000 Penalty: 6296.725586
	Iteration 38Q: 3 clusters Score -3.9671e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325502 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -39670996.000000 Penalty: 6296.725586
	Iteration 39Q: 3 clusters Score -3.9671e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325507 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -39670984.000000 Penalty: 6296.725586
	Iteration 40F: 3 clusters Score -3.967098e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325506 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -39671000.000000 Penalty: 6296.725586
	Iteration 41Q: 3 clusters Score -3.9671e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325507 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -39671008.000000 Penalty: 6296.725586
	Iteration 42Q: 3 clusters Score -3.967101e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325512 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -39671000.000000 Penalty: 6296.725586
	Iteration 43Q: 3 clusters Score -3.9671e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325517 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -39671020.000000 Penalty: 6296.725586
	Iteration 44Q: 3 clusters Score -3.967102e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325524 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -39671044.000000 Penalty: 6296.725586
	Iteration 45Q: 3 clusters Score -3.967104e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325528 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -39671056.000000 Penalty: 6296.725586
	Iteration 46Q: 3 clusters Score -3.967106e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325531 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -39671056.000000 Penalty: 6296.725586
	Iteration 47Q: 3 clusters Score -3.967106e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325529 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -39671064.000000 Penalty: 6296.725586
	Iteration 48Q: 3 clusters Score -3.967106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325531 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -39671096.000000 Penalty: 6296.725586
	Iteration 49Q: 3 clusters Score -3.96711e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325534 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -39671092.000000 Penalty: 6296.725586
	Iteration 50Q: 3 clusters Score -3.967109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325532 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -39671088.000000 Penalty: 6296.725586
	Iteration 51Q: 3 clusters Score -3.967109e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325532 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -39671088.000000 Penalty: 6296.725586
	Iteration 52F: 3 clusters Score -3.967109e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Entering Unmasked Estep 
Score: -619788.687500 Penalty: 2130.614258
	Iteration 0F: 2 clusters Score -619788.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -615043.750000 Penalty: 4261.228516
	Iteration 0F: 3 clusters Score -615043.8 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -616183.812500 Penalty: 4261.228516
	Iteration 1F: 3 clusters Score -616183.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -616475.375000 Penalty: 4261.228516
	Iteration 2F: 3 clusters Score -616475.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -616649.125000 Penalty: 4261.228516
	Iteration 3F: 3 clusters Score -616649.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -616784.750000 Penalty: 4261.228516
	Iteration 4Q: 3 clusters Score -616784.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -616899.062500 Penalty: 4261.228516
	Iteration 5Q: 3 clusters Score -616899.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -617016.312500 Penalty: 4261.228516
	Iteration 6Q: 3 clusters Score -617016.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -617128.312500 Penalty: 4261.228516
	Iteration 7Q: 3 clusters Score -617128.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -617235.875000 Penalty: 4261.228516
	Iteration 8Q: 3 clusters Score -617235.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -617321.250000 Penalty: 4261.228516
	Iteration 9Q: 3 clusters Score -617321.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -617408.250000 Penalty: 4261.228516
	Iteration 10Q: 3 clusters Score -617408.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -617492.875000 Penalty: 4261.228516
	Iteration 11Q: 3 clusters Score -617492.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -617571.750000 Penalty: 4261.228516
	Iteration 12Q: 3 clusters Score -617571.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -617641.375000 Penalty: 4261.228516
	Iteration 13Q: 3 clusters Score -617641.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -617710.250000 Penalty: 4261.228516
	Iteration 14Q: 3 clusters Score -617710.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -617781.750000 Penalty: 4261.228516
	Iteration 15Q: 3 clusters Score -617781.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -617853.625000 Penalty: 4261.228516
	Iteration 16Q: 3 clusters Score -617853.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -617923.875000 Penalty: 4261.228516
	Iteration 17Q: 3 clusters Score -617923.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -617986.500000 Penalty: 4261.228516
	Iteration 18Q: 3 clusters Score -617986.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -618045.750000 Penalty: 4261.228516
	Iteration 19Q: 3 clusters Score -618045.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -618115.750000 Penalty: 4261.228516
	Iteration 20F: 3 clusters Score -618115.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -618170.312500 Penalty: 4261.228516
	Iteration 21Q: 3 clusters Score -618170.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -618214.062500 Penalty: 4261.228516
	Iteration 22Q: 3 clusters Score -618214.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -618250.625000 Penalty: 4261.228516
	Iteration 23Q: 3 clusters Score -618250.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -618277.687500 Penalty: 4261.228516
	Iteration 24Q: 3 clusters Score -618277.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -618304.000000 Penalty: 4261.228516
	Iteration 25Q: 3 clusters Score -618304 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -618323.312500 Penalty: 4261.228516
	Iteration 26Q: 3 clusters Score -618323.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -618347.875000 Penalty: 4261.228516
	Iteration 27Q: 3 clusters Score -618347.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -618365.812500 Penalty: 4261.228516
	Iteration 28Q: 3 clusters Score -618365.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -618386.250000 Penalty: 4261.228516
	Iteration 29Q: 3 clusters Score -618386.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -618399.812500 Penalty: 4261.228516
	Iteration 30Q: 3 clusters Score -618399.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -618414.375000 Penalty: 4261.228516
	Iteration 31Q: 3 clusters Score -618414.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -618425.187500 Penalty: 4261.228516
	Iteration 32Q: 3 clusters Score -618425.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -618433.562500 Penalty: 4261.228516
	Iteration 33Q: 3 clusters Score -618433.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -618436.000000 Penalty: 4261.228516
	Iteration 34Q: 3 clusters Score -618436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -618439.062500 Penalty: 4261.228516
	Iteration 35Q: 3 clusters Score -618439.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -618441.125000 Penalty: 4261.228516
	Iteration 36Q: 3 clusters Score -618441.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -618444.000000 Penalty: 4261.228516
	Iteration 37Q: 3 clusters Score -618444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -618446.250000 Penalty: 4261.228516
	Iteration 38Q: 3 clusters Score -618446.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -618446.875000 Penalty: 4261.228516
	Iteration 39Q: 3 clusters Score -618446.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -618448.000000 Penalty: 4261.228516
	Iteration 40F: 3 clusters Score -618448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -22238.027344 Penalty: 1337.619629
	Iteration 0F: 2 clusters Score -22238.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -21087.548828 Penalty: 2675.239258
	Iteration 0F: 3 clusters Score -21087.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -21244.230469 Penalty: 2675.239258
	Iteration 1F: 3 clusters Score -21244.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -21251.136719 Penalty: 2675.239258
	Iteration 2Q: 3 clusters Score -21251.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -21257.337891 Penalty: 2675.239258
	Iteration 3Q: 3 clusters Score -21257.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -21257.337891 Penalty: 2675.239258
	Iteration 4F: 3 clusters Score -21257.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (83052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83052 members 
Entering Unmasked Estep 
Score: -10142590.000000 Penalty: 2809.151123
	Iteration 0F: 2 clusters Score -1.014259e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41633 members 
Mstep: Class 2 contains 41419 members 
Entering Unmasked Estep 
Score: -10087098.000000 Penalty: 5618.302246
	Iteration 0F: 3 clusters Score -1.00871e+07 nChanged 39016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42163 members 
Mstep: Class 2 contains 40889 members 
Entering Unmasked Estep 
Score: -10108866.000000 Penalty: 5618.302246
	Iteration 1F: 3 clusters Score -1.010887e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42299 members 
Mstep: Class 2 contains 40753 members 
Entering Unmasked Estep 
Score: -10109628.000000 Penalty: 5618.302246
	Iteration 2Q: 3 clusters Score -1.010963e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42485 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -10110310.000000 Penalty: 5618.302246
	Iteration 3Q: 3 clusters Score -1.011031e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42770 members 
Mstep: Class 2 contains 40282 members 
Entering Unmasked Estep 
Score: -10111204.000000 Penalty: 5618.302246
	Iteration 4Q: 3 clusters Score -1.01112e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43275 members 
Mstep: Class 2 contains 39777 members 
Entering Unmasked Estep 
Score: -10112131.000000 Penalty: 5618.302246
	Iteration 5Q: 3 clusters Score -1.011213e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43953 members 
Mstep: Class 2 contains 39099 members 
Entering Unmasked Estep 
Score: -10113298.000000 Penalty: 5618.302246
	Iteration 6Q: 3 clusters Score -1.01133e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44867 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -10114739.000000 Penalty: 5618.302246
	Iteration 7Q: 3 clusters Score -1.011474e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46211 members 
Mstep: Class 2 contains 36841 members 
Entering Unmasked Estep 
Score: -10116308.000000 Penalty: 5618.302246
	Iteration 8Q: 3 clusters Score -1.011631e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48107 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -10118085.000000 Penalty: 5618.302246
	Iteration 9Q: 3 clusters Score -1.011808e+07 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50643 members 
Mstep: Class 2 contains 32409 members 
Entering Unmasked Estep 
Score: -10120093.000000 Penalty: 5618.302246
	Iteration 10Q: 3 clusters Score -1.012009e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53829 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -10122355.000000 Penalty: 5618.302246
	Iteration 11Q: 3 clusters Score -1.012236e+07 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57666 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -10124791.000000 Penalty: 5618.302246
	Iteration 12F: 3 clusters Score -1.012479e+07 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61961 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -10127529.000000 Penalty: 5618.302246
	Iteration 13F: 3 clusters Score -1.012753e+07 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66312 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -10130402.000000 Penalty: 5618.302246
	Iteration 14F: 3 clusters Score -1.01304e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70487 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -10133119.000000 Penalty: 5618.302246
	Iteration 15F: 3 clusters Score -1.013312e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74015 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -10135466.000000 Penalty: 5618.302246
	Iteration 16Q: 3 clusters Score -1.013547e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76712 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -10137141.000000 Penalty: 5618.302246
	Iteration 17Q: 3 clusters Score -1.013714e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78593 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -10138316.000000 Penalty: 5618.302246
	Iteration 18Q: 3 clusters Score -1.013832e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79824 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -10138982.000000 Penalty: 5618.302246
	Iteration 19Q: 3 clusters Score -1.013898e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80567 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -10139439.000000 Penalty: 5618.302246
	Iteration 20F: 3 clusters Score -1.013944e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81042 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -10139684.000000 Penalty: 5618.302246
	Iteration 21Q: 3 clusters Score -1.013968e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81342 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -10139886.000000 Penalty: 5618.302246
	Iteration 22Q: 3 clusters Score -1.013989e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81544 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -10140012.000000 Penalty: 5618.302246
	Iteration 23Q: 3 clusters Score -1.014001e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81686 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -10140108.000000 Penalty: 5618.302246
	Iteration 24Q: 3 clusters Score -1.014011e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81780 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -10140179.000000 Penalty: 5618.302246
	Iteration 25Q: 3 clusters Score -1.014018e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81840 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -10140189.000000 Penalty: 5618.302246
	Iteration 26Q: 3 clusters Score -1.014019e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81892 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -10140223.000000 Penalty: 5618.302246
	Iteration 27Q: 3 clusters Score -1.014022e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81934 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -10140269.000000 Penalty: 5618.302246
	Iteration 28Q: 3 clusters Score -1.014027e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81982 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -10140284.000000 Penalty: 5618.302246
	Iteration 29Q: 3 clusters Score -1.014028e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82009 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -10140295.000000 Penalty: 5618.302246
	Iteration 30Q: 3 clusters Score -1.01403e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82034 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -10140307.000000 Penalty: 5618.302246
	Iteration 31Q: 3 clusters Score -1.014031e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82050 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -10140309.000000 Penalty: 5618.302246
	Iteration 32Q: 3 clusters Score -1.014031e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82065 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -10140329.000000 Penalty: 5618.302246
	Iteration 33Q: 3 clusters Score -1.014033e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82074 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -10140337.000000 Penalty: 5618.302246
	Iteration 34Q: 3 clusters Score -1.014034e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82086 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -10140349.000000 Penalty: 5618.302246
	Iteration 35Q: 3 clusters Score -1.014035e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82096 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -10140353.000000 Penalty: 5618.302246
	Iteration 36Q: 3 clusters Score -1.014035e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82106 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -10140352.000000 Penalty: 5618.302246
	Iteration 37Q: 3 clusters Score -1.014035e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82117 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -10140357.000000 Penalty: 5618.302246
	Iteration 38Q: 3 clusters Score -1.014036e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82125 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -10140355.000000 Penalty: 5618.302246
	Iteration 39Q: 3 clusters Score -1.014036e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82128 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -10140358.000000 Penalty: 5618.302246
	Iteration 40F: 3 clusters Score -1.014036e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82136 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -10140366.000000 Penalty: 5618.302246
	Iteration 41Q: 3 clusters Score -1.014037e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82145 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -10140379.000000 Penalty: 5618.302246
	Iteration 42Q: 3 clusters Score -1.014038e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82156 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -10140380.000000 Penalty: 5618.302246
	Iteration 43Q: 3 clusters Score -1.014038e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82161 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -10140375.000000 Penalty: 5618.302246
	Iteration 44Q: 3 clusters Score -1.014038e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82167 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -10140388.000000 Penalty: 5618.302246
	Iteration 45Q: 3 clusters Score -1.014039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82169 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -10140392.000000 Penalty: 5618.302246
	Iteration 46Q: 3 clusters Score -1.014039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82170 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -10140397.000000 Penalty: 5618.302246
	Iteration 47Q: 3 clusters Score -1.01404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82172 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -10140391.000000 Penalty: 5618.302246
	Iteration 48Q: 3 clusters Score -1.014039e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82174 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -10140388.000000 Penalty: 5618.302246
	Iteration 49Q: 3 clusters Score -1.014039e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82174 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -10140388.000000 Penalty: 5618.302246
	Iteration 50F: 3 clusters Score -1.014039e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Entering Unmasked Estep 
Score: -84058.125000 Penalty: 1668.996338
	Iteration 0F: 2 clusters Score -84058.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -82302.046875 Penalty: 3337.992676
	Iteration 0F: 3 clusters Score -82302.05 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -82621.187500 Penalty: 3337.992676
	Iteration 1F: 3 clusters Score -82621.19 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -82750.453125 Penalty: 3337.992676
	Iteration 2F: 3 clusters Score -82750.45 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -82833.070312 Penalty: 3337.992676
	Iteration 3Q: 3 clusters Score -82833.07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -82894.828125 Penalty: 3337.992676
	Iteration 4Q: 3 clusters Score -82894.83 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -82945.601562 Penalty: 3337.992676
	Iteration 5Q: 3 clusters Score -82945.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -82962.179688 Penalty: 3337.992676
	Iteration 6Q: 3 clusters Score -82962.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -82978.164062 Penalty: 3337.992676
	Iteration 7Q: 3 clusters Score -82978.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -82987.023438 Penalty: 3337.992676
	Iteration 8Q: 3 clusters Score -82987.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -82990.429688 Penalty: 3337.992676
	Iteration 9Q: 3 clusters Score -82990.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -82992.445312 Penalty: 3337.992676
	Iteration 10Q: 3 clusters Score -82992.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -82992.445312 Penalty: 3337.992676
	Iteration 11F: 3 clusters Score -82992.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (92733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92733 members 
Entering Unmasked Estep 
Score: -11340552.000000 Penalty: 2836.495117
	Iteration 0F: 2 clusters Score -1.134055e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46177 members 
Mstep: Class 2 contains 46556 members 
Entering Unmasked Estep 
Score: -11278351.000000 Penalty: 5672.990234
	Iteration 0F: 3 clusters Score -1.127835e+07 nChanged 43863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45270 members 
Mstep: Class 2 contains 47463 members 
Entering Unmasked Estep 
Score: -11303512.000000 Penalty: 5672.990234
	Iteration 1F: 3 clusters Score -1.130351e+07 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44834 members 
Mstep: Class 2 contains 47899 members 
Entering Unmasked Estep 
Score: -11304611.000000 Penalty: 5672.990234
	Iteration 2Q: 3 clusters Score -1.130461e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44227 members 
Mstep: Class 2 contains 48506 members 
Entering Unmasked Estep 
Score: -11306189.000000 Penalty: 5672.990234
	Iteration 3Q: 3 clusters Score -1.130619e+07 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43485 members 
Mstep: Class 2 contains 49248 members 
Entering Unmasked Estep 
Score: -11308451.000000 Penalty: 5672.990234
	Iteration 4Q: 3 clusters Score -1.130845e+07 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42586 members 
Mstep: Class 2 contains 50147 members 
Entering Unmasked Estep 
Score: -11311701.000000 Penalty: 5672.990234
	Iteration 5F: 3 clusters Score -1.13117e+07 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41550 members 
Mstep: Class 2 contains 51183 members 
Entering Unmasked Estep 
Score: -11315636.000000 Penalty: 5672.990234
	Iteration 6F: 3 clusters Score -1.131564e+07 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40702 members 
Mstep: Class 2 contains 52031 members 
Entering Unmasked Estep 
Score: -11319141.000000 Penalty: 5672.990234
	Iteration 7F: 3 clusters Score -1.131914e+07 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39983 members 
Mstep: Class 2 contains 52750 members 
Entering Unmasked Estep 
Score: -11322188.000000 Penalty: 5672.990234
	Iteration 8F: 3 clusters Score -1.132219e+07 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39603 members 
Mstep: Class 2 contains 53130 members 
Entering Unmasked Estep 
Score: -11324605.000000 Penalty: 5672.990234
	Iteration 9F: 3 clusters Score -1.13246e+07 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39511 members 
Mstep: Class 2 contains 53222 members 
Entering Unmasked Estep 
Score: -11326368.000000 Penalty: 5672.990234
	Iteration 10Q: 3 clusters Score -1.132637e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39852 members 
Mstep: Class 2 contains 52881 members 
Entering Unmasked Estep 
Score: -11327634.000000 Penalty: 5672.990234
	Iteration 11Q: 3 clusters Score -1.132763e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 52410 members 
Entering Unmasked Estep 
Score: -11328539.000000 Penalty: 5672.990234
	Iteration 12Q: 3 clusters Score -1.132854e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40868 members 
Mstep: Class 2 contains 51865 members 
Entering Unmasked Estep 
Score: -11328998.000000 Penalty: 5672.990234
	Iteration 13Q: 3 clusters Score -1.1329e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41457 members 
Mstep: Class 2 contains 51276 members 
Entering Unmasked Estep 
Score: -11329307.000000 Penalty: 5672.990234
	Iteration 14Q: 3 clusters Score -1.132931e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42051 members 
Mstep: Class 2 contains 50682 members 
Entering Unmasked Estep 
Score: -11329573.000000 Penalty: 5672.990234
	Iteration 15Q: 3 clusters Score -1.132957e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42665 members 
Mstep: Class 2 contains 50068 members 
Entering Unmasked Estep 
Score: -11329731.000000 Penalty: 5672.990234
	Iteration 16Q: 3 clusters Score -1.132973e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43323 members 
Mstep: Class 2 contains 49410 members 
Entering Unmasked Estep 
Score: -11329873.000000 Penalty: 5672.990234
	Iteration 17Q: 3 clusters Score -1.132987e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43962 members 
Mstep: Class 2 contains 48771 members 
Entering Unmasked Estep 
Score: -11330029.000000 Penalty: 5672.990234
	Iteration 18Q: 3 clusters Score -1.133003e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44692 members 
Mstep: Class 2 contains 48041 members 
Entering Unmasked Estep 
Score: -11330208.000000 Penalty: 5672.990234
	Iteration 19Q: 3 clusters Score -1.133021e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45472 members 
Mstep: Class 2 contains 47261 members 
Entering Unmasked Estep 
Score: -11330465.000000 Penalty: 5672.990234
	Iteration 20F: 3 clusters Score -1.133046e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46301 members 
Mstep: Class 2 contains 46432 members 
Entering Unmasked Estep 
Score: -11330670.000000 Penalty: 5672.990234
	Iteration 21Q: 3 clusters Score -1.133067e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47189 members 
Mstep: Class 2 contains 45544 members 
Entering Unmasked Estep 
Score: -11330913.000000 Penalty: 5672.990234
	Iteration 22Q: 3 clusters Score -1.133091e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48103 members 
Mstep: Class 2 contains 44630 members 
Entering Unmasked Estep 
Score: -11331123.000000 Penalty: 5672.990234
	Iteration 23Q: 3 clusters Score -1.133112e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48968 members 
Mstep: Class 2 contains 43765 members 
Entering Unmasked Estep 
Score: -11331356.000000 Penalty: 5672.990234
	Iteration 24Q: 3 clusters Score -1.133136e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49813 members 
Mstep: Class 2 contains 42920 members 
Entering Unmasked Estep 
Score: -11331595.000000 Penalty: 5672.990234
	Iteration 25Q: 3 clusters Score -1.13316e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50649 members 
Mstep: Class 2 contains 42084 members 
Entering Unmasked Estep 
Score: -11331805.000000 Penalty: 5672.990234
	Iteration 26Q: 3 clusters Score -1.13318e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51475 members 
Mstep: Class 2 contains 41258 members 
Entering Unmasked Estep 
Score: -11331967.000000 Penalty: 5672.990234
	Iteration 27Q: 3 clusters Score -1.133197e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52289 members 
Mstep: Class 2 contains 40444 members 
Entering Unmasked Estep 
Score: -11332105.000000 Penalty: 5672.990234
	Iteration 28Q: 3 clusters Score -1.13321e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53071 members 
Mstep: Class 2 contains 39662 members 
Entering Unmasked Estep 
Score: -11332310.000000 Penalty: 5672.990234
	Iteration 29Q: 3 clusters Score -1.133231e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53861 members 
Mstep: Class 2 contains 38872 members 
Entering Unmasked Estep 
Score: -11332468.000000 Penalty: 5672.990234
	Iteration 30Q: 3 clusters Score -1.133247e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54576 members 
Mstep: Class 2 contains 38157 members 
Entering Unmasked Estep 
Score: -11332628.000000 Penalty: 5672.990234
	Iteration 31Q: 3 clusters Score -1.133263e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55303 members 
Mstep: Class 2 contains 37430 members 
Entering Unmasked Estep 
Score: -11332779.000000 Penalty: 5672.990234
	Iteration 32Q: 3 clusters Score -1.133278e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56058 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -11332906.000000 Penalty: 5672.990234
	Iteration 33Q: 3 clusters Score -1.133291e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56834 members 
Mstep: Class 2 contains 35899 members 
Entering Unmasked Estep 
Score: -11333034.000000 Penalty: 5672.990234
	Iteration 34Q: 3 clusters Score -1.133303e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57614 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
Score: -11333138.000000 Penalty: 5672.990234
	Iteration 35Q: 3 clusters Score -1.133314e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58335 members 
Mstep: Class 2 contains 34398 members 
Entering Unmasked Estep 
Score: -11333262.000000 Penalty: 5672.990234
	Iteration 36Q: 3 clusters Score -1.133326e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59042 members 
Mstep: Class 2 contains 33691 members 
Entering Unmasked Estep 
Score: -11333352.000000 Penalty: 5672.990234
	Iteration 37Q: 3 clusters Score -1.133335e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59772 members 
Mstep: Class 2 contains 32961 members 
Entering Unmasked Estep 
Score: -11333435.000000 Penalty: 5672.990234
	Iteration 38Q: 3 clusters Score -1.133344e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60523 members 
Mstep: Class 2 contains 32210 members 
Entering Unmasked Estep 
Score: -11333578.000000 Penalty: 5672.990234
	Iteration 39Q: 3 clusters Score -1.133358e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61263 members 
Mstep: Class 2 contains 31470 members 
Entering Unmasked Estep 
Score: -11333700.000000 Penalty: 5672.990234
	Iteration 40F: 3 clusters Score -1.13337e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61990 members 
Mstep: Class 2 contains 30743 members 
Entering Unmasked Estep 
Score: -11333809.000000 Penalty: 5672.990234
	Iteration 41Q: 3 clusters Score -1.133381e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62731 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -11333949.000000 Penalty: 5672.990234
	Iteration 42Q: 3 clusters Score -1.133395e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63484 members 
Mstep: Class 2 contains 29249 members 
Entering Unmasked Estep 
Score: -11334160.000000 Penalty: 5672.990234
	Iteration 43Q: 3 clusters Score -1.133416e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64257 members 
Mstep: Class 2 contains 28476 members 
Entering Unmasked Estep 
Score: -11334342.000000 Penalty: 5672.990234
	Iteration 44Q: 3 clusters Score -1.133434e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64979 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -11334490.000000 Penalty: 5672.990234
	Iteration 45Q: 3 clusters Score -1.133449e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65657 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -11334554.000000 Penalty: 5672.990234
	Iteration 46Q: 3 clusters Score -1.133455e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66290 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -11334598.000000 Penalty: 5672.990234
	Iteration 47Q: 3 clusters Score -1.13346e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66935 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -11334724.000000 Penalty: 5672.990234
	Iteration 48Q: 3 clusters Score -1.133472e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67607 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -11334856.000000 Penalty: 5672.990234
	Iteration 49Q: 3 clusters Score -1.133486e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68243 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -11335010.000000 Penalty: 5672.990234
	Iteration 50Q: 3 clusters Score -1.133501e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68866 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -11335130.000000 Penalty: 5672.990234
	Iteration 51Q: 3 clusters Score -1.133513e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69484 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -11335232.000000 Penalty: 5672.990234
	Iteration 52Q: 3 clusters Score -1.133523e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70101 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -11335293.000000 Penalty: 5672.990234
	Iteration 53Q: 3 clusters Score -1.133529e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70759 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -11335440.000000 Penalty: 5672.990234
	Iteration 54Q: 3 clusters Score -1.133544e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71474 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -11335558.000000 Penalty: 5672.990234
	Iteration 55Q: 3 clusters Score -1.133556e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72187 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -11335725.000000 Penalty: 5672.990234
	Iteration 56Q: 3 clusters Score -1.133572e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72931 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -11335926.000000 Penalty: 5672.990234
	Iteration 57Q: 3 clusters Score -1.133593e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73645 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -11336089.000000 Penalty: 5672.990234
	Iteration 58Q: 3 clusters Score -1.133609e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74335 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -11336193.000000 Penalty: 5672.990234
	Iteration 59Q: 3 clusters Score -1.133619e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74980 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -11336291.000000 Penalty: 5672.990234
	Iteration 60F: 3 clusters Score -1.133629e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75636 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -11336347.000000 Penalty: 5672.990234
	Iteration 61Q: 3 clusters Score -1.133635e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76273 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -11336514.000000 Penalty: 5672.990234
	Iteration 62Q: 3 clusters Score -1.133651e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76845 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -11336596.000000 Penalty: 5672.990234
	Iteration 63Q: 3 clusters Score -1.13366e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77412 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -11336790.000000 Penalty: 5672.990234
	Iteration 64Q: 3 clusters Score -1.133679e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77938 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -11336907.000000 Penalty: 5672.990234
	Iteration 65Q: 3 clusters Score -1.133691e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78425 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -11336979.000000 Penalty: 5672.990234
	Iteration 66Q: 3 clusters Score -1.133698e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78934 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -11337110.000000 Penalty: 5672.990234
	Iteration 67Q: 3 clusters Score -1.133711e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79418 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -11337221.000000 Penalty: 5672.990234
	Iteration 68Q: 3 clusters Score -1.133722e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79876 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -11337323.000000 Penalty: 5672.990234
	Iteration 69Q: 3 clusters Score -1.133732e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80314 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -11337402.000000 Penalty: 5672.990234
	Iteration 70Q: 3 clusters Score -1.13374e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80751 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -11337495.000000 Penalty: 5672.990234
	Iteration 71Q: 3 clusters Score -1.13375e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81124 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -11337587.000000 Penalty: 5672.990234
	Iteration 72Q: 3 clusters Score -1.133759e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81504 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -11337671.000000 Penalty: 5672.990234
	Iteration 73Q: 3 clusters Score -1.133767e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81885 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -11337752.000000 Penalty: 5672.990234
	Iteration 74Q: 3 clusters Score -1.133775e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82241 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -11337794.000000 Penalty: 5672.990234
	Iteration 75Q: 3 clusters Score -1.133779e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82595 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -11337878.000000 Penalty: 5672.990234
	Iteration 76Q: 3 clusters Score -1.133788e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82925 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -11337954.000000 Penalty: 5672.990234
	Iteration 77Q: 3 clusters Score -1.133795e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83251 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -11337995.000000 Penalty: 5672.990234
	Iteration 78Q: 3 clusters Score -1.1338e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83561 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -11338045.000000 Penalty: 5672.990234
	Iteration 79Q: 3 clusters Score -1.133804e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83845 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -11338136.000000 Penalty: 5672.990234
	Iteration 80F: 3 clusters Score -1.133814e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84107 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -11338231.000000 Penalty: 5672.990234
	Iteration 81Q: 3 clusters Score -1.133823e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84336 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -11338247.000000 Penalty: 5672.990234
	Iteration 82Q: 3 clusters Score -1.133825e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84537 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -11338297.000000 Penalty: 5672.990234
	Iteration 83Q: 3 clusters Score -1.13383e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84706 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -11338312.000000 Penalty: 5672.990234
	Iteration 84Q: 3 clusters Score -1.133831e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84868 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -11338341.000000 Penalty: 5672.990234
	Iteration 85Q: 3 clusters Score -1.133834e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85010 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -11338384.000000 Penalty: 5672.990234
	Iteration 86Q: 3 clusters Score -1.133838e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85140 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -11338401.000000 Penalty: 5672.990234
	Iteration 87Q: 3 clusters Score -1.13384e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85270 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -11338414.000000 Penalty: 5672.990234
	Iteration 88Q: 3 clusters Score -1.133841e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85373 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -11338442.000000 Penalty: 5672.990234
	Iteration 89Q: 3 clusters Score -1.133844e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85484 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -11338474.000000 Penalty: 5672.990234
	Iteration 90Q: 3 clusters Score -1.133847e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85594 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -11338471.000000 Penalty: 5672.990234
	Iteration 91Q: 3 clusters Score -1.133847e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85697 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -11338462.000000 Penalty: 5672.990234
	Iteration 92Q: 3 clusters Score -1.133846e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85803 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -11338501.000000 Penalty: 5672.990234
	Iteration 93Q: 3 clusters Score -1.13385e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85911 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -11338511.000000 Penalty: 5672.990234
	Iteration 94Q: 3 clusters Score -1.133851e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86018 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -11338528.000000 Penalty: 5672.990234
	Iteration 95Q: 3 clusters Score -1.133853e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86106 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -11338514.000000 Penalty: 5672.990234
	Iteration 96Q: 3 clusters Score -1.133851e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86189 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -11338527.000000 Penalty: 5672.990234
	Iteration 97Q: 3 clusters Score -1.133853e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86281 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -11338559.000000 Penalty: 5672.990234
	Iteration 98Q: 3 clusters Score -1.133856e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86364 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -11338560.000000 Penalty: 5672.990234
	Iteration 99Q: 3 clusters Score -1.133856e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86455 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -11338595.000000 Penalty: 5672.990234
	Iteration 100F: 3 clusters Score -1.13386e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86544 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -11338608.000000 Penalty: 5672.990234
	Iteration 101Q: 3 clusters Score -1.133861e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86631 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -11338633.000000 Penalty: 5672.990234
	Iteration 102Q: 3 clusters Score -1.133863e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86710 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -11338643.000000 Penalty: 5672.990234
	Iteration 103Q: 3 clusters Score -1.133864e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86778 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -11338651.000000 Penalty: 5672.990234
	Iteration 104Q: 3 clusters Score -1.133865e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86858 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -11338655.000000 Penalty: 5672.990234
	Iteration 105Q: 3 clusters Score -1.133866e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86924 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -11338670.000000 Penalty: 5672.990234
	Iteration 106Q: 3 clusters Score -1.133867e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86985 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -11338662.000000 Penalty: 5672.990234
	Iteration 107Q: 3 clusters Score -1.133866e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87056 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -11338646.000000 Penalty: 5672.990234
	Iteration 108Q: 3 clusters Score -1.133865e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87120 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -11338672.000000 Penalty: 5672.990234
	Iteration 109Q: 3 clusters Score -1.133867e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87174 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -11338667.000000 Penalty: 5672.990234
	Iteration 110Q: 3 clusters Score -1.133867e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87220 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -11338704.000000 Penalty: 5672.990234
	Iteration 111Q: 3 clusters Score -1.13387e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87265 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -11338697.000000 Penalty: 5672.990234
	Iteration 112Q: 3 clusters Score -1.13387e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87302 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -11338681.000000 Penalty: 5672.990234
	Iteration 113Q: 3 clusters Score -1.133868e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87347 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -11338678.000000 Penalty: 5672.990234
	Iteration 114Q: 3 clusters Score -1.133868e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87385 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -11338682.000000 Penalty: 5672.990234
	Iteration 115Q: 3 clusters Score -1.133868e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87426 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -11338676.000000 Penalty: 5672.990234
	Iteration 116Q: 3 clusters Score -1.133868e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87468 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -11338671.000000 Penalty: 5672.990234
	Iteration 117Q: 3 clusters Score -1.133867e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87511 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -11338679.000000 Penalty: 5672.990234
	Iteration 118Q: 3 clusters Score -1.133868e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87548 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -11338689.000000 Penalty: 5672.990234
	Iteration 119Q: 3 clusters Score -1.133869e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87589 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -11338690.000000 Penalty: 5672.990234
	Iteration 120F: 3 clusters Score -1.133869e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87616 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -11338694.000000 Penalty: 5672.990234
	Iteration 121Q: 3 clusters Score -1.133869e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87644 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -11338710.000000 Penalty: 5672.990234
	Iteration 122Q: 3 clusters Score -1.133871e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87664 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -11338720.000000 Penalty: 5672.990234
	Iteration 123Q: 3 clusters Score -1.133872e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87680 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -11338713.000000 Penalty: 5672.990234
	Iteration 124Q: 3 clusters Score -1.133871e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87694 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -11338714.000000 Penalty: 5672.990234
	Iteration 125Q: 3 clusters Score -1.133871e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87710 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -11338713.000000 Penalty: 5672.990234
	Iteration 126Q: 3 clusters Score -1.133871e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87721 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -11338714.000000 Penalty: 5672.990234
	Iteration 127Q: 3 clusters Score -1.133871e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87734 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -11338709.000000 Penalty: 5672.990234
	Iteration 128Q: 3 clusters Score -1.133871e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87741 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -11338723.000000 Penalty: 5672.990234
	Iteration 129Q: 3 clusters Score -1.133872e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87749 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -11338736.000000 Penalty: 5672.990234
	Iteration 130Q: 3 clusters Score -1.133874e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87756 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -11338735.000000 Penalty: 5672.990234
	Iteration 131Q: 3 clusters Score -1.133874e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87769 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -11338740.000000 Penalty: 5672.990234
	Iteration 132Q: 3 clusters Score -1.133874e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87787 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -11338733.000000 Penalty: 5672.990234
	Iteration 133Q: 3 clusters Score -1.133873e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87804 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -11338734.000000 Penalty: 5672.990234
	Iteration 134Q: 3 clusters Score -1.133873e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87814 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -11338731.000000 Penalty: 5672.990234
	Iteration 135Q: 3 clusters Score -1.133873e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87823 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -11338727.000000 Penalty: 5672.990234
	Iteration 136Q: 3 clusters Score -1.133873e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87829 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -11338737.000000 Penalty: 5672.990234
	Iteration 137Q: 3 clusters Score -1.133874e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87832 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -11338739.000000 Penalty: 5672.990234
	Iteration 138Q: 3 clusters Score -1.133874e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87834 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -11338735.000000 Penalty: 5672.990234
	Iteration 139Q: 3 clusters Score -1.133874e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87840 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -11338728.000000 Penalty: 5672.990234
	Iteration 140F: 3 clusters Score -1.133873e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87844 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -11338731.000000 Penalty: 5672.990234
	Iteration 141Q: 3 clusters Score -1.133873e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87847 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -11338733.000000 Penalty: 5672.990234
	Iteration 142Q: 3 clusters Score -1.133873e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87851 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -11338736.000000 Penalty: 5672.990234
	Iteration 143Q: 3 clusters Score -1.133874e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87855 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -11338736.000000 Penalty: 5672.990234
	Iteration 144Q: 3 clusters Score -1.133874e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87859 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -11338743.000000 Penalty: 5672.990234
	Iteration 145Q: 3 clusters Score -1.133874e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87864 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -11338733.000000 Penalty: 5672.990234
	Iteration 146Q: 3 clusters Score -1.133873e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87872 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -11338728.000000 Penalty: 5672.990234
	Iteration 147Q: 3 clusters Score -1.133873e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87877 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -11338723.000000 Penalty: 5672.990234
	Iteration 148Q: 3 clusters Score -1.133872e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87885 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -11338716.000000 Penalty: 5672.990234
	Iteration 149Q: 3 clusters Score -1.133872e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87899 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -11338725.000000 Penalty: 5672.990234
	Iteration 150Q: 3 clusters Score -1.133872e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87908 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -11338722.000000 Penalty: 5672.990234
	Iteration 151Q: 3 clusters Score -1.133872e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87921 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -11338732.000000 Penalty: 5672.990234
	Iteration 152Q: 3 clusters Score -1.133873e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87930 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -11338728.000000 Penalty: 5672.990234
	Iteration 153Q: 3 clusters Score -1.133873e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87937 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -11338732.000000 Penalty: 5672.990234
	Iteration 154Q: 3 clusters Score -1.133873e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87943 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -11338729.000000 Penalty: 5672.990234
	Iteration 155Q: 3 clusters Score -1.133873e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87952 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -11338729.000000 Penalty: 5672.990234
	Iteration 156Q: 3 clusters Score -1.133873e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87959 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -11338731.000000 Penalty: 5672.990234
	Iteration 157Q: 3 clusters Score -1.133873e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87967 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -11338736.000000 Penalty: 5672.990234
	Iteration 158Q: 3 clusters Score -1.133874e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87977 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -11338749.000000 Penalty: 5672.990234
	Iteration 159Q: 3 clusters Score -1.133875e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87981 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -11338746.000000 Penalty: 5672.990234
	Iteration 160F: 3 clusters Score -1.133875e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87985 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -11338757.000000 Penalty: 5672.990234
	Iteration 161Q: 3 clusters Score -1.133876e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87987 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -11338750.000000 Penalty: 5672.990234
	Iteration 162Q: 3 clusters Score -1.133875e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87992 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -11338741.000000 Penalty: 5672.990234
	Iteration 163Q: 3 clusters Score -1.133874e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87996 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -11338741.000000 Penalty: 5672.990234
	Iteration 164Q: 3 clusters Score -1.133874e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88002 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -11338737.000000 Penalty: 5672.990234
	Iteration 165Q: 3 clusters Score -1.133874e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88003 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -11338736.000000 Penalty: 5672.990234
	Iteration 166Q: 3 clusters Score -1.133874e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88006 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -11338757.000000 Penalty: 5672.990234
	Iteration 167Q: 3 clusters Score -1.133876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88012 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -11338755.000000 Penalty: 5672.990234
	Iteration 168Q: 3 clusters Score -1.133876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88018 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -11338753.000000 Penalty: 5672.990234
	Iteration 169Q: 3 clusters Score -1.133875e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88021 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -11338753.000000 Penalty: 5672.990234
	Iteration 170Q: 3 clusters Score -1.133875e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88024 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -11338757.000000 Penalty: 5672.990234
	Iteration 171Q: 3 clusters Score -1.133876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88027 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -11338754.000000 Penalty: 5672.990234
	Iteration 172Q: 3 clusters Score -1.133875e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88028 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -11338747.000000 Penalty: 5672.990234
	Iteration 173Q: 3 clusters Score -1.133875e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88028 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -11338747.000000 Penalty: 5672.990234
	Iteration 174F: 3 clusters Score -1.133875e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (54419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54419 members 
Entering Unmasked Estep 
Score: -6125907.500000 Penalty: 2704.308105
	Iteration 0F: 2 clusters Score -6125908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -6089129.000000 Penalty: 5408.616211
	Iteration 0F: 3 clusters Score -6089129 nChanged 25256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27649 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -6103764.000000 Penalty: 5408.616211
	Iteration 1F: 3 clusters Score -6103764 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -6105264.500000 Penalty: 5408.616211
	Iteration 2F: 3 clusters Score -6105264 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -6107059.000000 Penalty: 5408.616211
	Iteration 3F: 3 clusters Score -6107059 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -6108796.500000 Penalty: 5408.616211
	Iteration 4F: 3 clusters Score -6108796 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -6110430.500000 Penalty: 5408.616211
	Iteration 5F: 3 clusters Score -6110430 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 29137 members 
Entering Unmasked Estep 
Score: -6111927.500000 Penalty: 5408.616211
	Iteration 6F: 3 clusters Score -6111928 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -6113440.500000 Penalty: 5408.616211
	Iteration 7F: 3 clusters Score -6113440 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 31996 members 
Entering Unmasked Estep 
Score: -6115059.500000 Penalty: 5408.616211
	Iteration 8Q: 3 clusters Score -6115060 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 33778 members 
Entering Unmasked Estep 
Score: -6116730.000000 Penalty: 5408.616211
	Iteration 9Q: 3 clusters Score -6116730 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 35616 members 
Entering Unmasked Estep 
Score: -6118281.000000 Penalty: 5408.616211
	Iteration 10Q: 3 clusters Score -6118281 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 37363 members 
Entering Unmasked Estep 
Score: -6119614.000000 Penalty: 5408.616211
	Iteration 11Q: 3 clusters Score -6119614 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 38945 members 
Entering Unmasked Estep 
Score: -6120589.000000 Penalty: 5408.616211
	Iteration 12Q: 3 clusters Score -6120589 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 40401 members 
Entering Unmasked Estep 
Score: -6121358.000000 Penalty: 5408.616211
	Iteration 13Q: 3 clusters Score -6121358 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 41731 members 
Entering Unmasked Estep 
Score: -6121949.000000 Penalty: 5408.616211
	Iteration 14Q: 3 clusters Score -6121949 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 42900 members 
Entering Unmasked Estep 
Score: -6122490.000000 Penalty: 5408.616211
	Iteration 15Q: 3 clusters Score -6122490 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 43943 members 
Entering Unmasked Estep 
Score: -6122871.500000 Penalty: 5408.616211
	Iteration 16Q: 3 clusters Score -6122872 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 44911 members 
Entering Unmasked Estep 
Score: -6123265.000000 Penalty: 5408.616211
	Iteration 17Q: 3 clusters Score -6123265 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 45804 members 
Entering Unmasked Estep 
Score: -6123586.000000 Penalty: 5408.616211
	Iteration 18Q: 3 clusters Score -6123586 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 46642 members 
Entering Unmasked Estep 
Score: -6123891.500000 Penalty: 5408.616211
	Iteration 19Q: 3 clusters Score -6123892 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 47363 members 
Entering Unmasked Estep 
Score: -6124172.500000 Penalty: 5408.616211
	Iteration 20F: 3 clusters Score -6124172 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 47949 members 
Entering Unmasked Estep 
Score: -6124403.000000 Penalty: 5408.616211
	Iteration 21Q: 3 clusters Score -6124403 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 48419 members 
Entering Unmasked Estep 
Score: -6124508.000000 Penalty: 5408.616211
	Iteration 22Q: 3 clusters Score -6124508 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 48801 members 
Entering Unmasked Estep 
Score: -6124623.500000 Penalty: 5408.616211
	Iteration 23Q: 3 clusters Score -6124624 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 49103 members 
Entering Unmasked Estep 
Score: -6124728.500000 Penalty: 5408.616211
	Iteration 24Q: 3 clusters Score -6124728 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 49356 members 
Entering Unmasked Estep 
Score: -6124802.500000 Penalty: 5408.616211
	Iteration 25Q: 3 clusters Score -6124802 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 49578 members 
Entering Unmasked Estep 
Score: -6124861.500000 Penalty: 5408.616211
	Iteration 26Q: 3 clusters Score -6124862 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 49801 members 
Entering Unmasked Estep 
Score: -6124918.000000 Penalty: 5408.616211
	Iteration 27Q: 3 clusters Score -6124918 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 49989 members 
Entering Unmasked Estep 
Score: -6124965.000000 Penalty: 5408.616211
	Iteration 28Q: 3 clusters Score -6124965 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 50142 members 
Entering Unmasked Estep 
Score: -6124984.500000 Penalty: 5408.616211
	Iteration 29Q: 3 clusters Score -6124984 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 50291 members 
Entering Unmasked Estep 
Score: -6125019.000000 Penalty: 5408.616211
	Iteration 30Q: 3 clusters Score -6125019 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 50428 members 
Entering Unmasked Estep 
Score: -6125045.000000 Penalty: 5408.616211
	Iteration 31Q: 3 clusters Score -6125045 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 50543 members 
Entering Unmasked Estep 
Score: -6125069.500000 Penalty: 5408.616211
	Iteration 32Q: 3 clusters Score -6125070 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 50645 members 
Entering Unmasked Estep 
Score: -6125106.500000 Penalty: 5408.616211
	Iteration 33Q: 3 clusters Score -6125106 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 50741 members 
Entering Unmasked Estep 
Score: -6125132.000000 Penalty: 5408.616211
	Iteration 34Q: 3 clusters Score -6125132 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 50833 members 
Entering Unmasked Estep 
Score: -6125149.500000 Penalty: 5408.616211
	Iteration 35Q: 3 clusters Score -6125150 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 50916 members 
Entering Unmasked Estep 
Score: -6125148.000000 Penalty: 5408.616211
	Iteration 36Q: 3 clusters Score -6125148 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 50970 members 
Entering Unmasked Estep 
Score: -6125160.000000 Penalty: 5408.616211
	Iteration 37Q: 3 clusters Score -6125160 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 51023 members 
Entering Unmasked Estep 
Score: -6125178.500000 Penalty: 5408.616211
	Iteration 38Q: 3 clusters Score -6125178 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 51058 members 
Entering Unmasked Estep 
Score: -6125177.500000 Penalty: 5408.616211
	Iteration 39Q: 3 clusters Score -6125178 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 51116 members 
Entering Unmasked Estep 
Score: -6125194.000000 Penalty: 5408.616211
	Iteration 40F: 3 clusters Score -6125194 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 51188 members 
Entering Unmasked Estep 
Score: -6125224.000000 Penalty: 5408.616211
	Iteration 41Q: 3 clusters Score -6125224 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 51241 members 
Entering Unmasked Estep 
Score: -6125252.000000 Penalty: 5408.616211
	Iteration 42Q: 3 clusters Score -6125252 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 51304 members 
Entering Unmasked Estep 
Score: -6125280.000000 Penalty: 5408.616211
	Iteration 43Q: 3 clusters Score -6125280 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 51366 members 
Entering Unmasked Estep 
Score: -6125294.000000 Penalty: 5408.616211
	Iteration 44Q: 3 clusters Score -6125294 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 51417 members 
Entering Unmasked Estep 
Score: -6125312.000000 Penalty: 5408.616211
	Iteration 45Q: 3 clusters Score -6125312 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 51473 members 
Entering Unmasked Estep 
Score: -6125318.000000 Penalty: 5408.616211
	Iteration 46Q: 3 clusters Score -6125318 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 51538 members 
Entering Unmasked Estep 
Score: -6125324.500000 Penalty: 5408.616211
	Iteration 47Q: 3 clusters Score -6125324 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 51607 members 
Entering Unmasked Estep 
Score: -6125363.500000 Penalty: 5408.616211
	Iteration 48Q: 3 clusters Score -6125364 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 51672 members 
Entering Unmasked Estep 
Score: -6125371.500000 Penalty: 5408.616211
	Iteration 49Q: 3 clusters Score -6125372 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 51737 members 
Entering Unmasked Estep 
Score: -6125393.000000 Penalty: 5408.616211
	Iteration 50Q: 3 clusters Score -6125393 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 51808 members 
Entering Unmasked Estep 
Score: -6125443.000000 Penalty: 5408.616211
	Iteration 51Q: 3 clusters Score -6125443 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 51868 members 
Entering Unmasked Estep 
Score: -6125452.000000 Penalty: 5408.616211
	Iteration 52Q: 3 clusters Score -6125452 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 51935 members 
Entering Unmasked Estep 
Score: -6125494.500000 Penalty: 5408.616211
	Iteration 53Q: 3 clusters Score -6125494 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 52003 members 
Entering Unmasked Estep 
Score: -6125524.000000 Penalty: 5408.616211
	Iteration 54Q: 3 clusters Score -6125524 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 52052 members 
Entering Unmasked Estep 
Score: -6125537.500000 Penalty: 5408.616211
	Iteration 55Q: 3 clusters Score -6125538 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 52095 members 
Entering Unmasked Estep 
Score: -6125563.000000 Penalty: 5408.616211
	Iteration 56Q: 3 clusters Score -6125563 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 52135 members 
Entering Unmasked Estep 
Score: -6125565.000000 Penalty: 5408.616211
	Iteration 57Q: 3 clusters Score -6125565 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 52168 members 
Entering Unmasked Estep 
Score: -6125568.000000 Penalty: 5408.616211
	Iteration 58Q: 3 clusters Score -6125568 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 52197 members 
Entering Unmasked Estep 
Score: -6125571.500000 Penalty: 5408.616211
	Iteration 59Q: 3 clusters Score -6125572 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 52219 members 
Entering Unmasked Estep 
Score: -6125570.000000 Penalty: 5408.616211
	Iteration 60F: 3 clusters Score -6125570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 52229 members 
Entering Unmasked Estep 
Score: -6125583.500000 Penalty: 5408.616211
	Iteration 61Q: 3 clusters Score -6125584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 52239 members 
Entering Unmasked Estep 
Score: -6125582.000000 Penalty: 5408.616211
	Iteration 62Q: 3 clusters Score -6125582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 52247 members 
Entering Unmasked Estep 
Score: -6125577.000000 Penalty: 5408.616211
	Iteration 63Q: 3 clusters Score -6125577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 52251 members 
Entering Unmasked Estep 
Score: -6125576.000000 Penalty: 5408.616211
	Iteration 64Q: 3 clusters Score -6125576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 52256 members 
Entering Unmasked Estep 
Score: -6125587.500000 Penalty: 5408.616211
	Iteration 65Q: 3 clusters Score -6125588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 52260 members 
Entering Unmasked Estep 
Score: -6125586.000000 Penalty: 5408.616211
	Iteration 66Q: 3 clusters Score -6125586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 52264 members 
Entering Unmasked Estep 
Score: -6125577.500000 Penalty: 5408.616211
	Iteration 67Q: 3 clusters Score -6125578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 52264 members 
Entering Unmasked Estep 
Score: -6125575.500000 Penalty: 5408.616211
	Iteration 68Q: 3 clusters Score -6125576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 52265 members 
Entering Unmasked Estep 
Score: -6125581.500000 Penalty: 5408.616211
	Iteration 69Q: 3 clusters Score -6125582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 52267 members 
Entering Unmasked Estep 
Score: -6125581.500000 Penalty: 5408.616211
	Iteration 70Q: 3 clusters Score -6125582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 52266 members 
Entering Unmasked Estep 
Score: -6125575.500000 Penalty: 5408.616211
	Iteration 71Q: 3 clusters Score -6125576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 52268 members 
Entering Unmasked Estep 
Score: -6125579.000000 Penalty: 5408.616211
	Iteration 72Q: 3 clusters Score -6125579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 52271 members 
Entering Unmasked Estep 
Score: -6125576.500000 Penalty: 5408.616211
	Iteration 73Q: 3 clusters Score -6125576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 52271 members 
Entering Unmasked Estep 
Score: -6125576.500000 Penalty: 5408.616211
	Iteration 74F: 3 clusters Score -6125576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Entering Unmasked Estep 
Score: -649139.000000 Penalty: 2127.974854
	Iteration 0F: 2 clusters Score -649139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -644405.937500 Penalty: 4255.949707
	Iteration 0F: 3 clusters Score -644405.9 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -645582.687500 Penalty: 4255.949707
	Iteration 1F: 3 clusters Score -645582.7 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -645972.375000 Penalty: 4255.949707
	Iteration 2F: 3 clusters Score -645972.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -646427.687500 Penalty: 4255.949707
	Iteration 3F: 3 clusters Score -646427.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -646762.062500 Penalty: 4255.949707
	Iteration 4F: 3 clusters Score -646762.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -647020.500000 Penalty: 4255.949707
	Iteration 5F: 3 clusters Score -647020.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -647257.187500 Penalty: 4255.949707
	Iteration 6F: 3 clusters Score -647257.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -647466.687500 Penalty: 4255.949707
	Iteration 7F: 3 clusters Score -647466.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -647628.937500 Penalty: 4255.949707
	Iteration 8Q: 3 clusters Score -647628.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -647775.625000 Penalty: 4255.949707
	Iteration 9Q: 3 clusters Score -647775.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -647905.250000 Penalty: 4255.949707
	Iteration 10Q: 3 clusters Score -647905.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -648011.625000 Penalty: 4255.949707
	Iteration 11Q: 3 clusters Score -648011.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -648093.812500 Penalty: 4255.949707
	Iteration 12Q: 3 clusters Score -648093.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -648155.812500 Penalty: 4255.949707
	Iteration 13Q: 3 clusters Score -648155.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -648207.375000 Penalty: 4255.949707
	Iteration 14Q: 3 clusters Score -648207.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -648246.687500 Penalty: 4255.949707
	Iteration 15Q: 3 clusters Score -648246.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -648267.250000 Penalty: 4255.949707
	Iteration 16Q: 3 clusters Score -648267.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -648287.562500 Penalty: 4255.949707
	Iteration 17Q: 3 clusters Score -648287.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -648298.062500 Penalty: 4255.949707
	Iteration 18Q: 3 clusters Score -648298.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -648307.500000 Penalty: 4255.949707
	Iteration 19Q: 3 clusters Score -648307.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -648315.875000 Penalty: 4255.949707
	Iteration 20F: 3 clusters Score -648315.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -648325.375000 Penalty: 4255.949707
	Iteration 21Q: 3 clusters Score -648325.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -648330.812500 Penalty: 4255.949707
	Iteration 22Q: 3 clusters Score -648330.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -648334.687500 Penalty: 4255.949707
	Iteration 23Q: 3 clusters Score -648334.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -648342.562500 Penalty: 4255.949707
	Iteration 24Q: 3 clusters Score -648342.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -648350.187500 Penalty: 4255.949707
	Iteration 25Q: 3 clusters Score -648350.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -648357.000000 Penalty: 4255.949707
	Iteration 26Q: 3 clusters Score -648357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -648361.437500 Penalty: 4255.949707
	Iteration 27Q: 3 clusters Score -648361.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -648365.312500 Penalty: 4255.949707
	Iteration 28Q: 3 clusters Score -648365.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -648366.500000 Penalty: 4255.949707
	Iteration 29Q: 3 clusters Score -648366.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -648367.125000 Penalty: 4255.949707
	Iteration 30Q: 3 clusters Score -648367.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -648372.062500 Penalty: 4255.949707
	Iteration 31Q: 3 clusters Score -648372.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -648374.937500 Penalty: 4255.949707
	Iteration 32Q: 3 clusters Score -648374.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -648379.000000 Penalty: 4255.949707
	Iteration 33Q: 3 clusters Score -648379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -648381.437500 Penalty: 4255.949707
	Iteration 34Q: 3 clusters Score -648381.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -648382.625000 Penalty: 4255.949707
	Iteration 35Q: 3 clusters Score -648382.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -648386.312500 Penalty: 4255.949707
	Iteration 36Q: 3 clusters Score -648386.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -648388.437500 Penalty: 4255.949707
	Iteration 37Q: 3 clusters Score -648388.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -648389.750000 Penalty: 4255.949707
	Iteration 38Q: 3 clusters Score -648389.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -648389.750000 Penalty: 4255.949707
	Iteration 39F: 3 clusters Score -648389.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Entering Unmasked Estep 
Score: -1069859.750000 Penalty: 2256.736572
	Iteration 0F: 2 clusters Score -1069860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1062809.750000 Penalty: 4513.473145
	Iteration 0F: 3 clusters Score -1062810 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1064795.625000 Penalty: 4513.473145
	Iteration 1F: 3 clusters Score -1064796 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1065102.125000 Penalty: 4513.473145
	Iteration 2F: 3 clusters Score -1065102 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1065327.250000 Penalty: 4513.473145
	Iteration 3F: 3 clusters Score -1065327 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1065497.000000 Penalty: 4513.473145
	Iteration 4Q: 3 clusters Score -1065497 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1065639.375000 Penalty: 4513.473145
	Iteration 5Q: 3 clusters Score -1065639 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1065805.625000 Penalty: 4513.473145
	Iteration 6Q: 3 clusters Score -1065806 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1065959.125000 Penalty: 4513.473145
	Iteration 7Q: 3 clusters Score -1065959 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1066142.000000 Penalty: 4513.473145
	Iteration 8Q: 3 clusters Score -1066142 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1066284.125000 Penalty: 4513.473145
	Iteration 9Q: 3 clusters Score -1066284 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1066400.625000 Penalty: 4513.473145
	Iteration 10Q: 3 clusters Score -1066401 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1066518.625000 Penalty: 4513.473145
	Iteration 11Q: 3 clusters Score -1066519 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1066630.250000 Penalty: 4513.473145
	Iteration 12Q: 3 clusters Score -1066630 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1066732.250000 Penalty: 4513.473145
	Iteration 13Q: 3 clusters Score -1066732 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1066835.750000 Penalty: 4513.473145
	Iteration 14Q: 3 clusters Score -1066836 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1066929.500000 Penalty: 4513.473145
	Iteration 15Q: 3 clusters Score -1066930 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1067008.875000 Penalty: 4513.473145
	Iteration 16Q: 3 clusters Score -1067009 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1067073.875000 Penalty: 4513.473145
	Iteration 17Q: 3 clusters Score -1067074 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1067122.500000 Penalty: 4513.473145
	Iteration 18Q: 3 clusters Score -1067122 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1067157.250000 Penalty: 4513.473145
	Iteration 19Q: 3 clusters Score -1067157 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1067184.500000 Penalty: 4513.473145
	Iteration 20F: 3 clusters Score -1067184 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1067209.500000 Penalty: 4513.473145
	Iteration 21Q: 3 clusters Score -1067210 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1067236.375000 Penalty: 4513.473145
	Iteration 22Q: 3 clusters Score -1067236 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1067254.000000 Penalty: 4513.473145
	Iteration 23Q: 3 clusters Score -1067254 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1067274.000000 Penalty: 4513.473145
	Iteration 24Q: 3 clusters Score -1067274 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1067292.375000 Penalty: 4513.473145
	Iteration 25Q: 3 clusters Score -1067292 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1067310.625000 Penalty: 4513.473145
	Iteration 26Q: 3 clusters Score -1067311 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1067328.250000 Penalty: 4513.473145
	Iteration 27Q: 3 clusters Score -1067328 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1067339.875000 Penalty: 4513.473145
	Iteration 28Q: 3 clusters Score -1067340 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1067351.375000 Penalty: 4513.473145
	Iteration 29Q: 3 clusters Score -1067351 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1067366.000000 Penalty: 4513.473145
	Iteration 30Q: 3 clusters Score -1067366 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1067380.750000 Penalty: 4513.473145
	Iteration 31Q: 3 clusters Score -1067381 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1067393.625000 Penalty: 4513.473145
	Iteration 32Q: 3 clusters Score -1067394 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1067408.250000 Penalty: 4513.473145
	Iteration 33Q: 3 clusters Score -1067408 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1067417.000000 Penalty: 4513.473145
	Iteration 34Q: 3 clusters Score -1067417 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1067427.875000 Penalty: 4513.473145
	Iteration 35Q: 3 clusters Score -1067428 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1067435.000000 Penalty: 4513.473145
	Iteration 36Q: 3 clusters Score -1067435 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1067438.750000 Penalty: 4513.473145
	Iteration 37Q: 3 clusters Score -1067439 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1067442.375000 Penalty: 4513.473145
	Iteration 38Q: 3 clusters Score -1067442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1067443.375000 Penalty: 4513.473145
	Iteration 39Q: 3 clusters Score -1067443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1067447.250000 Penalty: 4513.473145
	Iteration 40F: 3 clusters Score -1067447 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1067451.125000 Penalty: 4513.473145
	Iteration 41Q: 3 clusters Score -1067451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1067452.375000 Penalty: 4513.473145
	Iteration 42Q: 3 clusters Score -1067452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1067454.375000 Penalty: 4513.473145
	Iteration 43Q: 3 clusters Score -1067454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1067456.125000 Penalty: 4513.473145
	Iteration 44Q: 3 clusters Score -1067456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1067453.875000 Penalty: 4513.473145
	Iteration 45Q: 3 clusters Score -1067454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1067454.375000 Penalty: 4513.473145
	Iteration 46Q: 3 clusters Score -1067454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1067453.375000 Penalty: 4513.473145
	Iteration 47Q: 3 clusters Score -1067453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1067454.375000 Penalty: 4513.473145
	Iteration 48Q: 3 clusters Score -1067454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1067455.250000 Penalty: 4513.473145
	Iteration 49Q: 3 clusters Score -1067455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1067453.250000 Penalty: 4513.473145
	Iteration 50Q: 3 clusters Score -1067453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1067453.250000 Penalty: 4513.473145
	Iteration 51F: 3 clusters Score -1067453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -671201.437500 Penalty: 2166.848389
	Iteration 0F: 2 clusters Score -671201.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -665929.250000 Penalty: 4333.696777
	Iteration 0F: 3 clusters Score -665929.2 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -667388.500000 Penalty: 4333.696777
	Iteration 1F: 3 clusters Score -667388.5 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -667788.937500 Penalty: 4333.696777
	Iteration 2F: 3 clusters Score -667788.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -668167.812500 Penalty: 4333.696777
	Iteration 3F: 3 clusters Score -668167.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -668498.062500 Penalty: 4333.696777
	Iteration 4F: 3 clusters Score -668498.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -668788.437500 Penalty: 4333.696777
	Iteration 5F: 3 clusters Score -668788.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -669027.187500 Penalty: 4333.696777
	Iteration 6F: 3 clusters Score -669027.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -669210.250000 Penalty: 4333.696777
	Iteration 7Q: 3 clusters Score -669210.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -669339.312500 Penalty: 4333.696777
	Iteration 8Q: 3 clusters Score -669339.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -669453.812500 Penalty: 4333.696777
	Iteration 9Q: 3 clusters Score -669453.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -669566.375000 Penalty: 4333.696777
	Iteration 10Q: 3 clusters Score -669566.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -669669.937500 Penalty: 4333.696777
	Iteration 11Q: 3 clusters Score -669669.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -669766.562500 Penalty: 4333.696777
	Iteration 12Q: 3 clusters Score -669766.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -669877.437500 Penalty: 4333.696777
	Iteration 13Q: 3 clusters Score -669877.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -669955.937500 Penalty: 4333.696777
	Iteration 14Q: 3 clusters Score -669955.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -670005.812500 Penalty: 4333.696777
	Iteration 15Q: 3 clusters Score -670005.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -670049.562500 Penalty: 4333.696777
	Iteration 16Q: 3 clusters Score -670049.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -670092.250000 Penalty: 4333.696777
	Iteration 17Q: 3 clusters Score -670092.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -670124.312500 Penalty: 4333.696777
	Iteration 18Q: 3 clusters Score -670124.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -670143.750000 Penalty: 4333.696777
	Iteration 19Q: 3 clusters Score -670143.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -670154.812500 Penalty: 4333.696777
	Iteration 20F: 3 clusters Score -670154.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -670164.125000 Penalty: 4333.696777
	Iteration 21Q: 3 clusters Score -670164.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -670175.125000 Penalty: 4333.696777
	Iteration 22Q: 3 clusters Score -670175.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -670182.250000 Penalty: 4333.696777
	Iteration 23Q: 3 clusters Score -670182.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -670183.500000 Penalty: 4333.696777
	Iteration 24Q: 3 clusters Score -670183.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -670186.312500 Penalty: 4333.696777
	Iteration 25Q: 3 clusters Score -670186.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -670189.312500 Penalty: 4333.696777
	Iteration 26Q: 3 clusters Score -670189.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -670191.750000 Penalty: 4333.696777
	Iteration 27Q: 3 clusters Score -670191.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -670194.000000 Penalty: 4333.696777
	Iteration 28Q: 3 clusters Score -670194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -670195.187500 Penalty: 4333.696777
	Iteration 29Q: 3 clusters Score -670195.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -670195.750000 Penalty: 4333.696777
	Iteration 30Q: 3 clusters Score -670195.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -670195.000000 Penalty: 4333.696777
	Iteration 31Q: 3 clusters Score -670195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -670195.812500 Penalty: 4333.696777
	Iteration 32Q: 3 clusters Score -670195.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -670194.687500 Penalty: 4333.696777
	Iteration 33Q: 3 clusters Score -670194.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -670196.625000 Penalty: 4333.696777
	Iteration 34Q: 3 clusters Score -670196.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -670196.937500 Penalty: 4333.696777
	Iteration 35Q: 3 clusters Score -670196.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -670197.312500 Penalty: 4333.696777
	Iteration 36Q: 3 clusters Score -670197.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -670197.312500 Penalty: 4333.696777
	Iteration 37F: 3 clusters Score -670197.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Entering Unmasked Estep 
Score: -1244135.625000 Penalty: 2303.411377
	Iteration 0F: 2 clusters Score -1244136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1235904.625000 Penalty: 4606.822754
	Iteration 0F: 3 clusters Score -1235905 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1238345.000000 Penalty: 4606.822754
	Iteration 1F: 3 clusters Score -1238345 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1238698.250000 Penalty: 4606.822754
	Iteration 2F: 3 clusters Score -1238698 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1238970.125000 Penalty: 4606.822754
	Iteration 3F: 3 clusters Score -1238970 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1239208.125000 Penalty: 4606.822754
	Iteration 4Q: 3 clusters Score -1239208 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1239400.125000 Penalty: 4606.822754
	Iteration 5Q: 3 clusters Score -1239400 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1239570.000000 Penalty: 4606.822754
	Iteration 6Q: 3 clusters Score -1239570 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1239725.000000 Penalty: 4606.822754
	Iteration 7Q: 3 clusters Score -1239725 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1239886.875000 Penalty: 4606.822754
	Iteration 8Q: 3 clusters Score -1239887 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1240034.750000 Penalty: 4606.822754
	Iteration 9Q: 3 clusters Score -1240035 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1240176.875000 Penalty: 4606.822754
	Iteration 10Q: 3 clusters Score -1240177 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1240334.000000 Penalty: 4606.822754
	Iteration 11Q: 3 clusters Score -1240334 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1240486.250000 Penalty: 4606.822754
	Iteration 12Q: 3 clusters Score -1240486 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1240609.250000 Penalty: 4606.822754
	Iteration 13Q: 3 clusters Score -1240609 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1240711.250000 Penalty: 4606.822754
	Iteration 14Q: 3 clusters Score -1240711 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1240789.250000 Penalty: 4606.822754
	Iteration 15Q: 3 clusters Score -1240789 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1240850.375000 Penalty: 4606.822754
	Iteration 16Q: 3 clusters Score -1240850 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1240904.125000 Penalty: 4606.822754
	Iteration 17Q: 3 clusters Score -1240904 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1240947.750000 Penalty: 4606.822754
	Iteration 18Q: 3 clusters Score -1240948 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1240994.625000 Penalty: 4606.822754
	Iteration 19Q: 3 clusters Score -1240995 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1241049.750000 Penalty: 4606.822754
	Iteration 20F: 3 clusters Score -1241050 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1241099.750000 Penalty: 4606.822754
	Iteration 21Q: 3 clusters Score -1241100 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1241143.125000 Penalty: 4606.822754
	Iteration 22Q: 3 clusters Score -1241143 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1241175.250000 Penalty: 4606.822754
	Iteration 23Q: 3 clusters Score -1241175 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1241212.125000 Penalty: 4606.822754
	Iteration 24Q: 3 clusters Score -1241212 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1241243.125000 Penalty: 4606.822754
	Iteration 25Q: 3 clusters Score -1241243 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1241263.250000 Penalty: 4606.822754
	Iteration 26Q: 3 clusters Score -1241263 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1241280.250000 Penalty: 4606.822754
	Iteration 27Q: 3 clusters Score -1241280 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1241292.000000 Penalty: 4606.822754
	Iteration 28Q: 3 clusters Score -1241292 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1241304.000000 Penalty: 4606.822754
	Iteration 29Q: 3 clusters Score -1241304 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1241311.875000 Penalty: 4606.822754
	Iteration 30Q: 3 clusters Score -1241312 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1241317.000000 Penalty: 4606.822754
	Iteration 31Q: 3 clusters Score -1241317 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1241322.250000 Penalty: 4606.822754
	Iteration 32Q: 3 clusters Score -1241322 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1241329.125000 Penalty: 4606.822754
	Iteration 33Q: 3 clusters Score -1241329 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1241336.125000 Penalty: 4606.822754
	Iteration 34Q: 3 clusters Score -1241336 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1241345.125000 Penalty: 4606.822754
	Iteration 35Q: 3 clusters Score -1241345 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1241357.750000 Penalty: 4606.822754
	Iteration 36Q: 3 clusters Score -1241358 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1241368.375000 Penalty: 4606.822754
	Iteration 37Q: 3 clusters Score -1241368 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1241378.500000 Penalty: 4606.822754
	Iteration 38Q: 3 clusters Score -1241378 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1241381.250000 Penalty: 4606.822754
	Iteration 39Q: 3 clusters Score -1241381 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1241388.000000 Penalty: 4606.822754
	Iteration 40F: 3 clusters Score -1241388 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1241392.625000 Penalty: 4606.822754
	Iteration 41Q: 3 clusters Score -1241393 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1241398.625000 Penalty: 4606.822754
	Iteration 42Q: 3 clusters Score -1241399 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1241400.500000 Penalty: 4606.822754
	Iteration 43Q: 3 clusters Score -1241400 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1241406.750000 Penalty: 4606.822754
	Iteration 44Q: 3 clusters Score -1241407 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1241415.625000 Penalty: 4606.822754
	Iteration 45Q: 3 clusters Score -1241416 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1241420.500000 Penalty: 4606.822754
	Iteration 46Q: 3 clusters Score -1241420 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1241424.625000 Penalty: 4606.822754
	Iteration 47Q: 3 clusters Score -1241425 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1241424.625000 Penalty: 4606.822754
	Iteration 48Q: 3 clusters Score -1241425 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1241426.750000 Penalty: 4606.822754
	Iteration 49Q: 3 clusters Score -1241427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1241426.750000 Penalty: 4606.822754
	Iteration 50Q: 3 clusters Score -1241427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1241428.375000 Penalty: 4606.822754
	Iteration 51Q: 3 clusters Score -1241428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1241430.000000 Penalty: 4606.822754
	Iteration 52Q: 3 clusters Score -1241430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1241431.125000 Penalty: 4606.822754
	Iteration 53Q: 3 clusters Score -1241431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1241435.250000 Penalty: 4606.822754
	Iteration 54Q: 3 clusters Score -1241435 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1241439.750000 Penalty: 4606.822754
	Iteration 55Q: 3 clusters Score -1241440 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1241443.750000 Penalty: 4606.822754
	Iteration 56Q: 3 clusters Score -1241444 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1241446.625000 Penalty: 4606.822754
	Iteration 57Q: 3 clusters Score -1241447 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1241453.375000 Penalty: 4606.822754
	Iteration 58Q: 3 clusters Score -1241453 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1241462.000000 Penalty: 4606.822754
	Iteration 59Q: 3 clusters Score -1241462 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1241468.875000 Penalty: 4606.822754
	Iteration 60F: 3 clusters Score -1241469 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1241474.875000 Penalty: 4606.822754
	Iteration 61Q: 3 clusters Score -1241475 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1241479.375000 Penalty: 4606.822754
	Iteration 62Q: 3 clusters Score -1241479 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1241484.000000 Penalty: 4606.822754
	Iteration 63Q: 3 clusters Score -1241484 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1241496.875000 Penalty: 4606.822754
	Iteration 64Q: 3 clusters Score -1241497 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1241516.750000 Penalty: 4606.822754
	Iteration 65Q: 3 clusters Score -1241517 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1241536.625000 Penalty: 4606.822754
	Iteration 66Q: 3 clusters Score -1241537 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1241544.875000 Penalty: 4606.822754
	Iteration 67Q: 3 clusters Score -1241545 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1241558.875000 Penalty: 4606.822754
	Iteration 68Q: 3 clusters Score -1241559 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1241564.375000 Penalty: 4606.822754
	Iteration 69Q: 3 clusters Score -1241564 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1241571.500000 Penalty: 4606.822754
	Iteration 70Q: 3 clusters Score -1241572 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1241576.125000 Penalty: 4606.822754
	Iteration 71Q: 3 clusters Score -1241576 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1241584.000000 Penalty: 4606.822754
	Iteration 72Q: 3 clusters Score -1241584 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1241589.750000 Penalty: 4606.822754
	Iteration 73Q: 3 clusters Score -1241590 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1241593.125000 Penalty: 4606.822754
	Iteration 74Q: 3 clusters Score -1241593 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1241604.500000 Penalty: 4606.822754
	Iteration 75Q: 3 clusters Score -1241604 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1241608.500000 Penalty: 4606.822754
	Iteration 76Q: 3 clusters Score -1241608 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1241617.250000 Penalty: 4606.822754
	Iteration 77Q: 3 clusters Score -1241617 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1241622.750000 Penalty: 4606.822754
	Iteration 78Q: 3 clusters Score -1241623 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1241626.000000 Penalty: 4606.822754
	Iteration 79Q: 3 clusters Score -1241626 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1241628.500000 Penalty: 4606.822754
	Iteration 80F: 3 clusters Score -1241628 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1241637.875000 Penalty: 4606.822754
	Iteration 81Q: 3 clusters Score -1241638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1241644.875000 Penalty: 4606.822754
	Iteration 82Q: 3 clusters Score -1241645 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1241645.000000 Penalty: 4606.822754
	Iteration 83Q: 3 clusters Score -1241645 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1241647.750000 Penalty: 4606.822754
	Iteration 84Q: 3 clusters Score -1241648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1241651.375000 Penalty: 4606.822754
	Iteration 85Q: 3 clusters Score -1241651 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1241654.000000 Penalty: 4606.822754
	Iteration 86Q: 3 clusters Score -1241654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1241658.875000 Penalty: 4606.822754
	Iteration 87Q: 3 clusters Score -1241659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1241658.625000 Penalty: 4606.822754
	Iteration 88Q: 3 clusters Score -1241659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1241658.375000 Penalty: 4606.822754
	Iteration 89Q: 3 clusters Score -1241658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1241662.750000 Penalty: 4606.822754
	Iteration 90Q: 3 clusters Score -1241663 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1241667.875000 Penalty: 4606.822754
	Iteration 91Q: 3 clusters Score -1241668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1241669.375000 Penalty: 4606.822754
	Iteration 92Q: 3 clusters Score -1241669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1241666.625000 Penalty: 4606.822754
	Iteration 93Q: 3 clusters Score -1241667 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1241671.375000 Penalty: 4606.822754
	Iteration 94Q: 3 clusters Score -1241671 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1241675.750000 Penalty: 4606.822754
	Iteration 95Q: 3 clusters Score -1241676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1241681.875000 Penalty: 4606.822754
	Iteration 96Q: 3 clusters Score -1241682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1241681.625000 Penalty: 4606.822754
	Iteration 97Q: 3 clusters Score -1241682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1241682.250000 Penalty: 4606.822754
	Iteration 98Q: 3 clusters Score -1241682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1241684.625000 Penalty: 4606.822754
	Iteration 99Q: 3 clusters Score -1241685 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1241691.625000 Penalty: 4606.822754
	Iteration 100F: 3 clusters Score -1241692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1241701.625000 Penalty: 4606.822754
	Iteration 101Q: 3 clusters Score -1241702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1241699.000000 Penalty: 4606.822754
	Iteration 102Q: 3 clusters Score -1241699 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1241703.875000 Penalty: 4606.822754
	Iteration 103Q: 3 clusters Score -1241704 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1241707.000000 Penalty: 4606.822754
	Iteration 104Q: 3 clusters Score -1241707 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1241711.625000 Penalty: 4606.822754
	Iteration 105Q: 3 clusters Score -1241712 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1241717.250000 Penalty: 4606.822754
	Iteration 106Q: 3 clusters Score -1241717 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1241717.000000 Penalty: 4606.822754
	Iteration 107Q: 3 clusters Score -1241717 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1241721.375000 Penalty: 4606.822754
	Iteration 108Q: 3 clusters Score -1241721 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1241723.500000 Penalty: 4606.822754
	Iteration 109Q: 3 clusters Score -1241724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1241726.000000 Penalty: 4606.822754
	Iteration 110Q: 3 clusters Score -1241726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1241728.375000 Penalty: 4606.822754
	Iteration 111Q: 3 clusters Score -1241728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1241729.500000 Penalty: 4606.822754
	Iteration 112Q: 3 clusters Score -1241730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1241730.500000 Penalty: 4606.822754
	Iteration 113Q: 3 clusters Score -1241730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1241729.375000 Penalty: 4606.822754
	Iteration 114Q: 3 clusters Score -1241729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1241728.750000 Penalty: 4606.822754
	Iteration 115Q: 3 clusters Score -1241729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1241730.125000 Penalty: 4606.822754
	Iteration 116Q: 3 clusters Score -1241730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1241729.750000 Penalty: 4606.822754
	Iteration 117Q: 3 clusters Score -1241730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1241731.625000 Penalty: 4606.822754
	Iteration 118Q: 3 clusters Score -1241732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1241730.500000 Penalty: 4606.822754
	Iteration 119Q: 3 clusters Score -1241730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1241730.250000 Penalty: 4606.822754
	Iteration 120F: 3 clusters Score -1241730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1241729.875000 Penalty: 4606.822754
	Iteration 121Q: 3 clusters Score -1241730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1241731.250000 Penalty: 4606.822754
	Iteration 122Q: 3 clusters Score -1241731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1241732.000000 Penalty: 4606.822754
	Iteration 123Q: 3 clusters Score -1241732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1241732.125000 Penalty: 4606.822754
	Iteration 124Q: 3 clusters Score -1241732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1241733.125000 Penalty: 4606.822754
	Iteration 125Q: 3 clusters Score -1241733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1241734.625000 Penalty: 4606.822754
	Iteration 126Q: 3 clusters Score -1241735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1241735.000000 Penalty: 4606.822754
	Iteration 127Q: 3 clusters Score -1241735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1241735.000000 Penalty: 4606.822754
	Iteration 128F: 3 clusters Score -1241735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (42604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42604 members 
Entering Unmasked Estep 
Score: -5161283.500000 Penalty: 2643.606445
	Iteration 0F: 2 clusters Score -5161284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -5132615.000000 Penalty: 5287.212891
	Iteration 0F: 3 clusters Score -5132615 nChanged 19518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -5143892.500000 Penalty: 5287.212891
	Iteration 1F: 3 clusters Score -5143892 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -5145230.500000 Penalty: 5287.212891
	Iteration 2F: 3 clusters Score -5145230 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -5147325.500000 Penalty: 5287.212891
	Iteration 3F: 3 clusters Score -5147326 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -5150108.000000 Penalty: 5287.212891
	Iteration 4F: 3 clusters Score -5150108 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33617 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -5153201.000000 Penalty: 5287.212891
	Iteration 5F: 3 clusters Score -5153201 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36014 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -5156037.000000 Penalty: 5287.212891
	Iteration 6F: 3 clusters Score -5156037 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37697 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -5157938.000000 Penalty: 5287.212891
	Iteration 7F: 3 clusters Score -5157938 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38687 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -5159023.500000 Penalty: 5287.212891
	Iteration 8Q: 3 clusters Score -5159024 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39264 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -5159532.000000 Penalty: 5287.212891
	Iteration 9Q: 3 clusters Score -5159532 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39600 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -5159795.500000 Penalty: 5287.212891
	Iteration 10Q: 3 clusters Score -5159796 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39796 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -5159959.000000 Penalty: 5287.212891
	Iteration 11Q: 3 clusters Score -5159959 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39912 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -5160033.000000 Penalty: 5287.212891
	Iteration 12Q: 3 clusters Score -5160033 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40005 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -5160081.000000 Penalty: 5287.212891
	Iteration 13Q: 3 clusters Score -5160081 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40047 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -5160099.500000 Penalty: 5287.212891
	Iteration 14Q: 3 clusters Score -5160100 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40099 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -5160111.500000 Penalty: 5287.212891
	Iteration 15Q: 3 clusters Score -5160112 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40129 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -5160132.000000 Penalty: 5287.212891
	Iteration 16Q: 3 clusters Score -5160132 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40147 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -5160129.500000 Penalty: 5287.212891
	Iteration 17Q: 3 clusters Score -5160130 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40163 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -5160150.500000 Penalty: 5287.212891
	Iteration 18Q: 3 clusters Score -5160150 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -5160166.000000 Penalty: 5287.212891
	Iteration 19Q: 3 clusters Score -5160166 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40189 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -5160175.000000 Penalty: 5287.212891
	Iteration 20F: 3 clusters Score -5160175 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40200 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -5160169.500000 Penalty: 5287.212891
	Iteration 21Q: 3 clusters Score -5160170 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40210 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -5160176.000000 Penalty: 5287.212891
	Iteration 22Q: 3 clusters Score -5160176 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -5160170.000000 Penalty: 5287.212891
	Iteration 23Q: 3 clusters Score -5160170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -5160170.000000 Penalty: 5287.212891
	Iteration 24Q: 3 clusters Score -5160170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40217 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -5160171.500000 Penalty: 5287.212891
	Iteration 25Q: 3 clusters Score -5160172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40216 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -5160174.500000 Penalty: 5287.212891
	Iteration 26Q: 3 clusters Score -5160174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40217 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -5160172.500000 Penalty: 5287.212891
	Iteration 27Q: 3 clusters Score -5160172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -5160169.000000 Penalty: 5287.212891
	Iteration 28Q: 3 clusters Score -5160169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40226 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -5160169.000000 Penalty: 5287.212891
	Iteration 29Q: 3 clusters Score -5160169 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40233 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -5160174.000000 Penalty: 5287.212891
	Iteration 30Q: 3 clusters Score -5160174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40239 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -5160177.000000 Penalty: 5287.212891
	Iteration 31Q: 3 clusters Score -5160177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40240 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -5160169.500000 Penalty: 5287.212891
	Iteration 32Q: 3 clusters Score -5160170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40243 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -5160168.500000 Penalty: 5287.212891
	Iteration 33Q: 3 clusters Score -5160168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40242 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -5160177.000000 Penalty: 5287.212891
	Iteration 34Q: 3 clusters Score -5160177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40248 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -5160176.500000 Penalty: 5287.212891
	Iteration 35Q: 3 clusters Score -5160176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40250 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -5160182.000000 Penalty: 5287.212891
	Iteration 36Q: 3 clusters Score -5160182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40252 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -5160178.500000 Penalty: 5287.212891
	Iteration 37Q: 3 clusters Score -5160178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40253 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -5160177.500000 Penalty: 5287.212891
	Iteration 38Q: 3 clusters Score -5160178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40253 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -5160178.500000 Penalty: 5287.212891
	Iteration 39Q: 3 clusters Score -5160178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40254 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -5160180.000000 Penalty: 5287.212891
	Iteration 40F: 3 clusters Score -5160180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40254 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -5160182.000000 Penalty: 5287.212891
	Iteration 41Q: 3 clusters Score -5160182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40252 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -5160179.500000 Penalty: 5287.212891
	Iteration 42Q: 3 clusters Score -5160180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40253 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -5160184.500000 Penalty: 5287.212891
	Iteration 43Q: 3 clusters Score -5160184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40249 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -5160186.500000 Penalty: 5287.212891
	Iteration 44Q: 3 clusters Score -5160186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40250 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -5160184.000000 Penalty: 5287.212891
	Iteration 45Q: 3 clusters Score -5160184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40249 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -5160188.500000 Penalty: 5287.212891
	Iteration 46Q: 3 clusters Score -5160188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40250 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -5160192.000000 Penalty: 5287.212891
	Iteration 47Q: 3 clusters Score -5160192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40251 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -5160189.500000 Penalty: 5287.212891
	Iteration 48Q: 3 clusters Score -5160190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40254 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -5160191.500000 Penalty: 5287.212891
	Iteration 49Q: 3 clusters Score -5160192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40254 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -5160191.500000 Penalty: 5287.212891
	Iteration 50F: 3 clusters Score -5160192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Entering Unmasked Estep 
Score: -1264120.375000 Penalty: 2308.948486
	Iteration 0F: 2 clusters Score -1264120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1255880.875000 Penalty: 4617.896973
	Iteration 0F: 3 clusters Score -1255881 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1258413.875000 Penalty: 4617.896973
	Iteration 1F: 3 clusters Score -1258414 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1258821.500000 Penalty: 4617.896973
	Iteration 2F: 3 clusters Score -1258822 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1259169.750000 Penalty: 4617.896973
	Iteration 3F: 3 clusters Score -1259170 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1259467.750000 Penalty: 4617.896973
	Iteration 4Q: 3 clusters Score -1259468 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1259743.000000 Penalty: 4617.896973
	Iteration 5Q: 3 clusters Score -1259743 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1260032.750000 Penalty: 4617.896973
	Iteration 6Q: 3 clusters Score -1260033 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1260329.125000 Penalty: 4617.896973
	Iteration 7Q: 3 clusters Score -1260329 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1260644.000000 Penalty: 4617.896973
	Iteration 8Q: 3 clusters Score -1260644 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1260953.000000 Penalty: 4617.896973
	Iteration 9Q: 3 clusters Score -1260953 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1261234.375000 Penalty: 4617.896973
	Iteration 10Q: 3 clusters Score -1261234 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1261501.500000 Penalty: 4617.896973
	Iteration 11Q: 3 clusters Score -1261502 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1261689.375000 Penalty: 4617.896973
	Iteration 12Q: 3 clusters Score -1261689 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1261862.125000 Penalty: 4617.896973
	Iteration 13Q: 3 clusters Score -1261862 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1261993.125000 Penalty: 4617.896973
	Iteration 14Q: 3 clusters Score -1261993 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1262082.250000 Penalty: 4617.896973
	Iteration 15Q: 3 clusters Score -1262082 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1262161.000000 Penalty: 4617.896973
	Iteration 16Q: 3 clusters Score -1262161 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1262219.625000 Penalty: 4617.896973
	Iteration 17Q: 3 clusters Score -1262220 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1262251.750000 Penalty: 4617.896973
	Iteration 18Q: 3 clusters Score -1262252 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1262278.875000 Penalty: 4617.896973
	Iteration 19Q: 3 clusters Score -1262279 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1262304.625000 Penalty: 4617.896973
	Iteration 20F: 3 clusters Score -1262305 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1262329.750000 Penalty: 4617.896973
	Iteration 21Q: 3 clusters Score -1262330 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1262348.625000 Penalty: 4617.896973
	Iteration 22Q: 3 clusters Score -1262349 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1262353.375000 Penalty: 4617.896973
	Iteration 23Q: 3 clusters Score -1262353 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1262365.000000 Penalty: 4617.896973
	Iteration 24Q: 3 clusters Score -1262365 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1262371.000000 Penalty: 4617.896973
	Iteration 25Q: 3 clusters Score -1262371 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1262390.375000 Penalty: 4617.896973
	Iteration 26Q: 3 clusters Score -1262390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1262398.125000 Penalty: 4617.896973
	Iteration 27Q: 3 clusters Score -1262398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1262402.500000 Penalty: 4617.896973
	Iteration 28Q: 3 clusters Score -1262402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1262407.250000 Penalty: 4617.896973
	Iteration 29Q: 3 clusters Score -1262407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1262411.250000 Penalty: 4617.896973
	Iteration 30Q: 3 clusters Score -1262411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1262411.625000 Penalty: 4617.896973
	Iteration 31Q: 3 clusters Score -1262412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1262413.625000 Penalty: 4617.896973
	Iteration 32Q: 3 clusters Score -1262414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1262415.250000 Penalty: 4617.896973
	Iteration 33Q: 3 clusters Score -1262415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1262418.875000 Penalty: 4617.896973
	Iteration 34Q: 3 clusters Score -1262419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1262419.750000 Penalty: 4617.896973
	Iteration 35Q: 3 clusters Score -1262420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1262418.875000 Penalty: 4617.896973
	Iteration 36Q: 3 clusters Score -1262419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1262420.375000 Penalty: 4617.896973
	Iteration 37Q: 3 clusters Score -1262420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1262420.375000 Penalty: 4617.896973
	Iteration 38F: 3 clusters Score -1262420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Entering Unmasked Estep 
Score: -480779.750000 Penalty: 2080.448486
	Iteration 0F: 2 clusters Score -480779.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -476731.625000 Penalty: 4160.896973
	Iteration 0F: 3 clusters Score -476731.6 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -478042.343750 Penalty: 4160.896973
	Iteration 1F: 3 clusters Score -478042.3 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -478734.375000 Penalty: 4160.896973
	Iteration 2F: 3 clusters Score -478734.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -479325.968750 Penalty: 4160.896973
	Iteration 3F: 3 clusters Score -479326 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -479651.750000 Penalty: 4160.896973
	Iteration 4F: 3 clusters Score -479651.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -479825.125000 Penalty: 4160.896973
	Iteration 5Q: 3 clusters Score -479825.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -479923.750000 Penalty: 4160.896973
	Iteration 6Q: 3 clusters Score -479923.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -479982.437500 Penalty: 4160.896973
	Iteration 7Q: 3 clusters Score -479982.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -480015.531250 Penalty: 4160.896973
	Iteration 8Q: 3 clusters Score -480015.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -480050.093750 Penalty: 4160.896973
	Iteration 9Q: 3 clusters Score -480050.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -480097.437500 Penalty: 4160.896973
	Iteration 10Q: 3 clusters Score -480097.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -480146.843750 Penalty: 4160.896973
	Iteration 11Q: 3 clusters Score -480146.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -480173.781250 Penalty: 4160.896973
	Iteration 12Q: 3 clusters Score -480173.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -480194.250000 Penalty: 4160.896973
	Iteration 13Q: 3 clusters Score -480194.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -480202.937500 Penalty: 4160.896973
	Iteration 14Q: 3 clusters Score -480202.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -480210.312500 Penalty: 4160.896973
	Iteration 15Q: 3 clusters Score -480210.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -480215.656250 Penalty: 4160.896973
	Iteration 16Q: 3 clusters Score -480215.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -480222.718750 Penalty: 4160.896973
	Iteration 17Q: 3 clusters Score -480222.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -480227.187500 Penalty: 4160.896973
	Iteration 18Q: 3 clusters Score -480227.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -480230.218750 Penalty: 4160.896973
	Iteration 19Q: 3 clusters Score -480230.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -480234.937500 Penalty: 4160.896973
	Iteration 20F: 3 clusters Score -480234.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -480241.750000 Penalty: 4160.896973
	Iteration 21Q: 3 clusters Score -480241.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -480249.562500 Penalty: 4160.896973
	Iteration 22Q: 3 clusters Score -480249.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -480257.093750 Penalty: 4160.896973
	Iteration 23Q: 3 clusters Score -480257.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -480260.250000 Penalty: 4160.896973
	Iteration 24Q: 3 clusters Score -480260.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -480262.000000 Penalty: 4160.896973
	Iteration 25Q: 3 clusters Score -480262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -480262.781250 Penalty: 4160.896973
	Iteration 26Q: 3 clusters Score -480262.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -480264.937500 Penalty: 4160.896973
	Iteration 27Q: 3 clusters Score -480264.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -480265.562500 Penalty: 4160.896973
	Iteration 28Q: 3 clusters Score -480265.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -480265.750000 Penalty: 4160.896973
	Iteration 29Q: 3 clusters Score -480265.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -480265.750000 Penalty: 4160.896973
	Iteration 30F: 3 clusters Score -480265.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Entering Unmasked Estep 
Score: -44317.492188 Penalty: 1489.575684
	Iteration 0F: 2 clusters Score -44317.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -42874.640625 Penalty: 2979.151367
	Iteration 0F: 3 clusters Score -42874.64 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -42993.105469 Penalty: 2979.151367
	Iteration 1F: 3 clusters Score -42993.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -43029.175781 Penalty: 2979.151367
	Iteration 2Q: 3 clusters Score -43029.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -43047.316406 Penalty: 2979.151367
	Iteration 3Q: 3 clusters Score -43047.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -43068.406250 Penalty: 2979.151367
	Iteration 4Q: 3 clusters Score -43068.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -43085.187500 Penalty: 2979.151367
	Iteration 5Q: 3 clusters Score -43085.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -43097.332031 Penalty: 2979.151367
	Iteration 6Q: 3 clusters Score -43097.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -43113.406250 Penalty: 2979.151367
	Iteration 7Q: 3 clusters Score -43113.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -43117.660156 Penalty: 2979.151367
	Iteration 8Q: 3 clusters Score -43117.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -43120.675781 Penalty: 2979.151367
	Iteration 9Q: 3 clusters Score -43120.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -43125.324219 Penalty: 2979.151367
	Iteration 10Q: 3 clusters Score -43125.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -43127.011719 Penalty: 2979.151367
	Iteration 11Q: 3 clusters Score -43127.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -43130.226562 Penalty: 2979.151367
	Iteration 12Q: 3 clusters Score -43130.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -43133.113281 Penalty: 2979.151367
	Iteration 13Q: 3 clusters Score -43133.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -43133.113281 Penalty: 2979.151367
	Iteration 14F: 3 clusters Score -43133.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Entering Unmasked Estep 
Score: -965941.125000 Penalty: 2243.450928
	Iteration 0F: 2 clusters Score -965941.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -959211.437500 Penalty: 4486.901855
	Iteration 0F: 3 clusters Score -959211.4 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -961144.437500 Penalty: 4486.901855
	Iteration 1F: 3 clusters Score -961144.4 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -961493.250000 Penalty: 4486.901855
	Iteration 2F: 3 clusters Score -961493.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -961766.250000 Penalty: 4486.901855
	Iteration 3F: 3 clusters Score -961766.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -962105.187500 Penalty: 4486.901855
	Iteration 4F: 3 clusters Score -962105.2 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -962545.187500 Penalty: 4486.901855
	Iteration 5F: 3 clusters Score -962545.2 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -963050.687500 Penalty: 4486.901855
	Iteration 6F: 3 clusters Score -963050.7 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -963546.312500 Penalty: 4486.901855
	Iteration 7F: 3 clusters Score -963546.3 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -963938.062500 Penalty: 4486.901855
	Iteration 8F: 3 clusters Score -963938.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -964200.312500 Penalty: 4486.901855
	Iteration 9Q: 3 clusters Score -964200.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -964367.687500 Penalty: 4486.901855
	Iteration 10Q: 3 clusters Score -964367.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -964465.812500 Penalty: 4486.901855
	Iteration 11Q: 3 clusters Score -964465.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -964533.062500 Penalty: 4486.901855
	Iteration 12Q: 3 clusters Score -964533.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -964579.062500 Penalty: 4486.901855
	Iteration 13Q: 3 clusters Score -964579.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -964610.812500 Penalty: 4486.901855
	Iteration 14Q: 3 clusters Score -964610.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -964641.812500 Penalty: 4486.901855
	Iteration 15Q: 3 clusters Score -964641.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -964673.937500 Penalty: 4486.901855
	Iteration 16Q: 3 clusters Score -964673.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -964699.187500 Penalty: 4486.901855
	Iteration 17Q: 3 clusters Score -964699.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -964719.500000 Penalty: 4486.901855
	Iteration 18Q: 3 clusters Score -964719.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -964738.375000 Penalty: 4486.901855
	Iteration 19Q: 3 clusters Score -964738.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -964750.312500 Penalty: 4486.901855
	Iteration 20F: 3 clusters Score -964750.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -964761.250000 Penalty: 4486.901855
	Iteration 21Q: 3 clusters Score -964761.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -964772.312500 Penalty: 4486.901855
	Iteration 22Q: 3 clusters Score -964772.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -964784.375000 Penalty: 4486.901855
	Iteration 23Q: 3 clusters Score -964784.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -964789.125000 Penalty: 4486.901855
	Iteration 24Q: 3 clusters Score -964789.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -964795.750000 Penalty: 4486.901855
	Iteration 25Q: 3 clusters Score -964795.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -964804.562500 Penalty: 4486.901855
	Iteration 26Q: 3 clusters Score -964804.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -964810.250000 Penalty: 4486.901855
	Iteration 27Q: 3 clusters Score -964810.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -964819.312500 Penalty: 4486.901855
	Iteration 28Q: 3 clusters Score -964819.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -964819.437500 Penalty: 4486.901855
	Iteration 29Q: 3 clusters Score -964819.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -964821.375000 Penalty: 4486.901855
	Iteration 30Q: 3 clusters Score -964821.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -964823.625000 Penalty: 4486.901855
	Iteration 31Q: 3 clusters Score -964823.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -964826.437500 Penalty: 4486.901855
	Iteration 32Q: 3 clusters Score -964826.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -964824.937500 Penalty: 4486.901855
	Iteration 33Q: 3 clusters Score -964824.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -964827.125000 Penalty: 4486.901855
	Iteration 34Q: 3 clusters Score -964827.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -964828.437500 Penalty: 4486.901855
	Iteration 35Q: 3 clusters Score -964828.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -964831.125000 Penalty: 4486.901855
	Iteration 36Q: 3 clusters Score -964831.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -964832.937500 Penalty: 4486.901855
	Iteration 37Q: 3 clusters Score -964832.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -964833.687500 Penalty: 4486.901855
	Iteration 38Q: 3 clusters Score -964833.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -964835.562500 Penalty: 4486.901855
	Iteration 39Q: 3 clusters Score -964835.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -964837.062500 Penalty: 4486.901855
	Iteration 40F: 3 clusters Score -964837.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -964838.375000 Penalty: 4486.901855
	Iteration 41Q: 3 clusters Score -964838.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -964839.062500 Penalty: 4486.901855
	Iteration 42Q: 3 clusters Score -964839.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -964838.375000 Penalty: 4486.901855
	Iteration 43Q: 3 clusters Score -964838.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -964838.375000 Penalty: 4486.901855
	Iteration 44Q: 3 clusters Score -964838.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -964839.062500 Penalty: 4486.901855
	Iteration 45Q: 3 clusters Score -964839.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -964841.500000 Penalty: 4486.901855
	Iteration 46Q: 3 clusters Score -964841.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -964840.812500 Penalty: 4486.901855
	Iteration 47Q: 3 clusters Score -964840.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -964842.312500 Penalty: 4486.901855
	Iteration 48Q: 3 clusters Score -964842.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -964842.562500 Penalty: 4486.901855
	Iteration 49Q: 3 clusters Score -964842.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -964842.562500 Penalty: 4486.901855
	Iteration 50F: 3 clusters Score -964842.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (206534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206534 members 
Entering Unmasked Estep 
Score: -24651488.000000 Penalty: 3035.078613
	Iteration 0F: 2 clusters Score -2.465149e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102979 members 
Mstep: Class 2 contains 103555 members 
Entering Unmasked Estep 
Score: -24513004.000000 Penalty: 6070.157227
	Iteration 0F: 3 clusters Score -2.4513e+07 nChanged 99546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99219 members 
Mstep: Class 2 contains 107315 members 
Entering Unmasked Estep 
Score: -24571562.000000 Penalty: 6070.157227
	Iteration 1F: 3 clusters Score -2.457156e+07 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96606 members 
Mstep: Class 2 contains 109928 members 
Entering Unmasked Estep 
Score: -24572710.000000 Penalty: 6070.157227
	Iteration 2Q: 3 clusters Score -2.457271e+07 nChanged 6399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92467 members 
Mstep: Class 2 contains 114067 members 
Entering Unmasked Estep 
Score: -24574628.000000 Penalty: 6070.157227
	Iteration 3Q: 3 clusters Score -2.457463e+07 nChanged 7709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86118 members 
Mstep: Class 2 contains 120416 members 
Entering Unmasked Estep 
Score: -24577452.000000 Penalty: 6070.157227
	Iteration 4Q: 3 clusters Score -2.457745e+07 nChanged 10200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76656 members 
Mstep: Class 2 contains 129878 members 
Entering Unmasked Estep 
Score: -24582554.000000 Penalty: 6070.157227
	Iteration 5Q: 3 clusters Score -2.458255e+07 nChanged 13593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63381 members 
Mstep: Class 2 contains 143153 members 
Entering Unmasked Estep 
Score: -24591592.000000 Penalty: 6070.157227
	Iteration 6F: 3 clusters Score -2.459159e+07 nChanged 16802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46695 members 
Mstep: Class 2 contains 159839 members 
Entering Unmasked Estep 
Score: -24605348.000000 Penalty: 6070.157227
	Iteration 7F: 3 clusters Score -2.460535e+07 nChanged 17594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 177407 members 
Entering Unmasked Estep 
Score: -24621596.000000 Penalty: 6070.157227
	Iteration 8F: 3 clusters Score -2.46216e+07 nChanged 14228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 191615 members 
Entering Unmasked Estep 
Score: -24635520.000000 Penalty: 6070.157227
	Iteration 9F: 3 clusters Score -2.463552e+07 nChanged 8434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 200041 members 
Entering Unmasked Estep 
Score: -24643440.000000 Penalty: 6070.157227
	Iteration 10Q: 3 clusters Score -2.464344e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 203804 members 
Entering Unmasked Estep 
Score: -24646638.000000 Penalty: 6070.157227
	Iteration 11Q: 3 clusters Score -2.464664e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 205296 members 
Entering Unmasked Estep 
Score: -24647932.000000 Penalty: 6070.157227
	Iteration 12Q: 3 clusters Score -2.464793e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 205792 members 
Entering Unmasked Estep 
Score: -24648418.000000 Penalty: 6070.157227
	Iteration 13Q: 3 clusters Score -2.464842e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 205977 members 
Entering Unmasked Estep 
Score: -24648676.000000 Penalty: 6070.157227
	Iteration 14Q: 3 clusters Score -2.464868e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 206054 members 
Entering Unmasked Estep 
Score: -24648774.000000 Penalty: 6070.157227
	Iteration 15Q: 3 clusters Score -2.464877e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 206091 members 
Entering Unmasked Estep 
Score: -24648816.000000 Penalty: 6070.157227
	Iteration 16Q: 3 clusters Score -2.464882e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 206115 members 
Entering Unmasked Estep 
Score: -24648850.000000 Penalty: 6070.157227
	Iteration 17Q: 3 clusters Score -2.464885e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 206121 members 
Entering Unmasked Estep 
Score: -24648854.000000 Penalty: 6070.157227
	Iteration 18Q: 3 clusters Score -2.464885e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 206128 members 
Entering Unmasked Estep 
Score: -24648834.000000 Penalty: 6070.157227
	Iteration 19Q: 3 clusters Score -2.464883e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 206127 members 
Entering Unmasked Estep 
Score: -24648866.000000 Penalty: 6070.157227
	Iteration 20F: 3 clusters Score -2.464887e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 206127 members 
Entering Unmasked Estep 
Score: -24648866.000000 Penalty: 6070.157227
	Iteration 21Q: 3 clusters Score -2.464887e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 206128 members 
Entering Unmasked Estep 
Score: -24648870.000000 Penalty: 6070.157227
	Iteration 22Q: 3 clusters Score -2.464887e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 206126 members 
Entering Unmasked Estep 
Score: -24648872.000000 Penalty: 6070.157227
	Iteration 23Q: 3 clusters Score -2.464887e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 206126 members 
Entering Unmasked Estep 
Score: -24648872.000000 Penalty: 6070.157227
	Iteration 24F: 3 clusters Score -2.464887e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (224172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224172 members 
Entering Unmasked Estep 
Score: -27532842.000000 Penalty: 3055.401855
	Iteration 0F: 2 clusters Score -2.753284e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111852 members 
Mstep: Class 2 contains 112320 members 
Entering Unmasked Estep 
Score: -27388296.000000 Penalty: 6110.803711
	Iteration 0F: 3 clusters Score -2.73883e+07 nChanged 107964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107872 members 
Mstep: Class 2 contains 116300 members 
Entering Unmasked Estep 
Score: -27450918.000000 Penalty: 6110.803711
	Iteration 1F: 3 clusters Score -2.745092e+07 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105687 members 
Mstep: Class 2 contains 118485 members 
Entering Unmasked Estep 
Score: -27451964.000000 Penalty: 6110.803711
	Iteration 2Q: 3 clusters Score -2.745196e+07 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102396 members 
Mstep: Class 2 contains 121776 members 
Entering Unmasked Estep 
Score: -27453492.000000 Penalty: 6110.803711
	Iteration 3Q: 3 clusters Score -2.745349e+07 nChanged 7108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97380 members 
Mstep: Class 2 contains 126792 members 
Entering Unmasked Estep 
Score: -27455744.000000 Penalty: 6110.803711
	Iteration 4Q: 3 clusters Score -2.745574e+07 nChanged 8793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89961 members 
Mstep: Class 2 contains 134211 members 
Entering Unmasked Estep 
Score: -27459592.000000 Penalty: 6110.803711
	Iteration 5Q: 3 clusters Score -2.745959e+07 nChanged 11584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79015 members 
Mstep: Class 2 contains 145157 members 
Entering Unmasked Estep 
Score: -27466508.000000 Penalty: 6110.803711
	Iteration 6F: 3 clusters Score -2.746651e+07 nChanged 15305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63976 members 
Mstep: Class 2 contains 160196 members 
Entering Unmasked Estep 
Score: -27477584.000000 Penalty: 6110.803711
	Iteration 7F: 3 clusters Score -2.747758e+07 nChanged 18476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45554 members 
Mstep: Class 2 contains 178618 members 
Entering Unmasked Estep 
Score: -27493656.000000 Penalty: 6110.803711
	Iteration 8F: 3 clusters Score -2.749366e+07 nChanged 18513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27059 members 
Mstep: Class 2 contains 197113 members 
Entering Unmasked Estep 
Score: -27509752.000000 Penalty: 6110.803711
	Iteration 9F: 3 clusters Score -2.750975e+07 nChanged 13807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 210916 members 
Entering Unmasked Estep 
Score: -27520904.000000 Penalty: 6110.803711
	Iteration 10F: 3 clusters Score -2.75209e+07 nChanged 7572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 218488 members 
Entering Unmasked Estep 
Score: -27526598.000000 Penalty: 6110.803711
	Iteration 11Q: 3 clusters Score -2.75266e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 221621 members 
Entering Unmasked Estep 
Score: -27528888.000000 Penalty: 6110.803711
	Iteration 12Q: 3 clusters Score -2.752889e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 222809 members 
Entering Unmasked Estep 
Score: -27529594.000000 Penalty: 6110.803711
	Iteration 13Q: 3 clusters Score -2.752959e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 223265 members 
Entering Unmasked Estep 
Score: -27529886.000000 Penalty: 6110.803711
	Iteration 14Q: 3 clusters Score -2.752989e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 223457 members 
Entering Unmasked Estep 
Score: -27530014.000000 Penalty: 6110.803711
	Iteration 15Q: 3 clusters Score -2.753001e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 223551 members 
Entering Unmasked Estep 
Score: -27530076.000000 Penalty: 6110.803711
	Iteration 16Q: 3 clusters Score -2.753008e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 223598 members 
Entering Unmasked Estep 
Score: -27530148.000000 Penalty: 6110.803711
	Iteration 17Q: 3 clusters Score -2.753015e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 223630 members 
Entering Unmasked Estep 
Score: -27530164.000000 Penalty: 6110.803711
	Iteration 18Q: 3 clusters Score -2.753016e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 223645 members 
Entering Unmasked Estep 
Score: -27530160.000000 Penalty: 6110.803711
	Iteration 19Q: 3 clusters Score -2.753016e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 223656 members 
Entering Unmasked Estep 
Score: -27530188.000000 Penalty: 6110.803711
	Iteration 20F: 3 clusters Score -2.753019e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 223663 members 
Entering Unmasked Estep 
Score: -27530172.000000 Penalty: 6110.803711
	Iteration 21Q: 3 clusters Score -2.753017e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 223676 members 
Entering Unmasked Estep 
Score: -27530200.000000 Penalty: 6110.803711
	Iteration 22Q: 3 clusters Score -2.75302e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 223685 members 
Entering Unmasked Estep 
Score: -27530202.000000 Penalty: 6110.803711
	Iteration 23Q: 3 clusters Score -2.75302e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 223690 members 
Entering Unmasked Estep 
Score: -27530216.000000 Penalty: 6110.803711
	Iteration 24Q: 3 clusters Score -2.753022e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 223693 members 
Entering Unmasked Estep 
Score: -27530224.000000 Penalty: 6110.803711
	Iteration 25Q: 3 clusters Score -2.753022e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 223694 members 
Entering Unmasked Estep 
Score: -27530234.000000 Penalty: 6110.803711
	Iteration 26Q: 3 clusters Score -2.753023e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 223694 members 
Entering Unmasked Estep 
Score: -27530230.000000 Penalty: 6110.803711
	Iteration 27Q: 3 clusters Score -2.753023e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 223695 members 
Entering Unmasked Estep 
Score: -27530234.000000 Penalty: 6110.803711
	Iteration 28Q: 3 clusters Score -2.753023e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 223694 members 
Entering Unmasked Estep 
Score: -27530246.000000 Penalty: 6110.803711
	Iteration 29Q: 3 clusters Score -2.753025e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 223697 members 
Entering Unmasked Estep 
Score: -27530236.000000 Penalty: 6110.803711
	Iteration 30Q: 3 clusters Score -2.753024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 223698 members 
Entering Unmasked Estep 
Score: -27530244.000000 Penalty: 6110.803711
	Iteration 31Q: 3 clusters Score -2.753024e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 223699 members 
Entering Unmasked Estep 
Score: -27530248.000000 Penalty: 6110.803711
	Iteration 32Q: 3 clusters Score -2.753025e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 223699 members 
Entering Unmasked Estep 
Score: -27530248.000000 Penalty: 6110.803711
	Iteration 33F: 3 clusters Score -2.753025e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (10512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Entering Unmasked Estep 
Score: -1233328.750000 Penalty: 2296.547607
	Iteration 0F: 2 clusters Score -1233329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1225273.750000 Penalty: 4593.095215
	Iteration 0F: 3 clusters Score -1225274 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1227773.625000 Penalty: 4593.095215
	Iteration 1F: 3 clusters Score -1227774 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1228423.000000 Penalty: 4593.095215
	Iteration 2F: 3 clusters Score -1228423 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1229103.250000 Penalty: 4593.095215
	Iteration 3F: 3 clusters Score -1229103 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1229709.500000 Penalty: 4593.095215
	Iteration 4F: 3 clusters Score -1229710 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1230194.625000 Penalty: 4593.095215
	Iteration 5F: 3 clusters Score -1230195 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1230497.625000 Penalty: 4593.095215
	Iteration 6F: 3 clusters Score -1230498 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1230705.750000 Penalty: 4593.095215
	Iteration 7Q: 3 clusters Score -1230706 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1230855.875000 Penalty: 4593.095215
	Iteration 8Q: 3 clusters Score -1230856 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1230975.250000 Penalty: 4593.095215
	Iteration 9Q: 3 clusters Score -1230975 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1231078.125000 Penalty: 4593.095215
	Iteration 10Q: 3 clusters Score -1231078 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1231150.875000 Penalty: 4593.095215
	Iteration 11Q: 3 clusters Score -1231151 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1231190.625000 Penalty: 4593.095215
	Iteration 12Q: 3 clusters Score -1231191 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1231215.625000 Penalty: 4593.095215
	Iteration 13Q: 3 clusters Score -1231216 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1231225.125000 Penalty: 4593.095215
	Iteration 14Q: 3 clusters Score -1231225 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1231240.375000 Penalty: 4593.095215
	Iteration 15Q: 3 clusters Score -1231240 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1231248.000000 Penalty: 4593.095215
	Iteration 16Q: 3 clusters Score -1231248 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1231256.625000 Penalty: 4593.095215
	Iteration 17Q: 3 clusters Score -1231257 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1231256.875000 Penalty: 4593.095215
	Iteration 18Q: 3 clusters Score -1231257 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1231262.000000 Penalty: 4593.095215
	Iteration 19Q: 3 clusters Score -1231262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1231266.000000 Penalty: 4593.095215
	Iteration 20F: 3 clusters Score -1231266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1231266.500000 Penalty: 4593.095215
	Iteration 21Q: 3 clusters Score -1231266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1231266.500000 Penalty: 4593.095215
	Iteration 22Q: 3 clusters Score -1231266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1231270.500000 Penalty: 4593.095215
	Iteration 23Q: 3 clusters Score -1231270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1231270.375000 Penalty: 4593.095215
	Iteration 24Q: 3 clusters Score -1231270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1231270.875000 Penalty: 4593.095215
	Iteration 25Q: 3 clusters Score -1231271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1231270.625000 Penalty: 4593.095215
	Iteration 26Q: 3 clusters Score -1231271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1231271.500000 Penalty: 4593.095215
	Iteration 27Q: 3 clusters Score -1231272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1231271.625000 Penalty: 4593.095215
	Iteration 28Q: 3 clusters Score -1231272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1231273.000000 Penalty: 4593.095215
	Iteration 29Q: 3 clusters Score -1231273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1231273.500000 Penalty: 4593.095215
	Iteration 30Q: 3 clusters Score -1231274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1231274.750000 Penalty: 4593.095215
	Iteration 31Q: 3 clusters Score -1231275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1231274.750000 Penalty: 4593.095215
	Iteration 32Q: 3 clusters Score -1231275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1231275.625000 Penalty: 4593.095215
	Iteration 33Q: 3 clusters Score -1231276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1231275.625000 Penalty: 4593.095215
	Iteration 34F: 3 clusters Score -1231276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Entering Unmasked Estep 
Score: -47079.300781 Penalty: 1508.390381
	Iteration 0F: 2 clusters Score -47079.3 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 220 members 
Entering Unmasked Estep 
Score: -45612.929688 Penalty: 3016.780762
	Iteration 0F: 3 clusters Score -45612.93 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -45803.957031 Penalty: 3016.780762
	Iteration 1F: 3 clusters Score -45803.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -45887.167969 Penalty: 3016.780762
	Iteration 2Q: 3 clusters Score -45887.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -45929.429688 Penalty: 3016.780762
	Iteration 3Q: 3 clusters Score -45929.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -45945.324219 Penalty: 3016.780762
	Iteration 4Q: 3 clusters Score -45945.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -45950.175781 Penalty: 3016.780762
	Iteration 5Q: 3 clusters Score -45950.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -45951.683594 Penalty: 3016.780762
	Iteration 6Q: 3 clusters Score -45951.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -45952.550781 Penalty: 3016.780762
	Iteration 7Q: 3 clusters Score -45952.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -45952.550781 Penalty: 3016.780762
	Iteration 8F: 3 clusters Score -45952.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -60995.183594 Penalty: 1579.310303
	Iteration 0F: 2 clusters Score -60995.18 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 290 members 
Entering Unmasked Estep 
Score: -59398.503906 Penalty: 3158.620605
	Iteration 0F: 3 clusters Score -59398.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -59644.636719 Penalty: 3158.620605
	Iteration 1F: 3 clusters Score -59644.64 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -59764.863281 Penalty: 3158.620605
	Iteration 2F: 3 clusters Score -59764.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -59832.933594 Penalty: 3158.620605
	Iteration 3Q: 3 clusters Score -59832.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -59901.964844 Penalty: 3158.620605
	Iteration 4Q: 3 clusters Score -59901.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -59945.914062 Penalty: 3158.620605
	Iteration 5Q: 3 clusters Score -59945.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -59999.480469 Penalty: 3158.620605
	Iteration 6Q: 3 clusters Score -59999.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -60067.187500 Penalty: 3158.620605
	Iteration 7Q: 3 clusters Score -60067.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -60144.292969 Penalty: 3158.620605
	Iteration 8Q: 3 clusters Score -60144.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -60198.585938 Penalty: 3158.620605
	Iteration 9Q: 3 clusters Score -60198.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -60231.132812 Penalty: 3158.620605
	Iteration 10Q: 3 clusters Score -60231.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -60260.984375 Penalty: 3158.620605
	Iteration 11Q: 3 clusters Score -60260.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -60266.074219 Penalty: 3158.620605
	Iteration 12Q: 3 clusters Score -60266.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -60268.632812 Penalty: 3158.620605
	Iteration 13Q: 3 clusters Score -60268.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -60279.617188 Penalty: 3158.620605
	Iteration 14Q: 3 clusters Score -60279.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -60295.074219 Penalty: 3158.620605
	Iteration 15Q: 3 clusters Score -60295.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -60307.457031 Penalty: 3158.620605
	Iteration 16Q: 3 clusters Score -60307.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -60323.550781 Penalty: 3158.620605
	Iteration 17Q: 3 clusters Score -60323.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -60340.191406 Penalty: 3158.620605
	Iteration 18Q: 3 clusters Score -60340.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -60347.800781 Penalty: 3158.620605
	Iteration 19Q: 3 clusters Score -60347.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -60351.460938 Penalty: 3158.620605
	Iteration 20F: 3 clusters Score -60351.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -60352.164062 Penalty: 3158.620605
	Iteration 21Q: 3 clusters Score -60352.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -60352.164062 Penalty: 3158.620605
	Iteration 22F: 3 clusters Score -60352.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Entering Unmasked Estep 
Score: -80354.679688 Penalty: 1630.272583
	Iteration 0F: 2 clusters Score -80354.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -78608.906250 Penalty: 3260.545166
	Iteration 0F: 3 clusters Score -78608.91 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -78945.632812 Penalty: 3260.545166
	Iteration 1F: 3 clusters Score -78945.63 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -79047.609375 Penalty: 3260.545166
	Iteration 2F: 3 clusters Score -79047.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -79082.546875 Penalty: 3260.545166
	Iteration 3Q: 3 clusters Score -79082.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -79109.898438 Penalty: 3260.545166
	Iteration 4Q: 3 clusters Score -79109.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -79116.859375 Penalty: 3260.545166
	Iteration 5Q: 3 clusters Score -79116.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -79123.460938 Penalty: 3260.545166
	Iteration 6Q: 3 clusters Score -79123.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -79126.265625 Penalty: 3260.545166
	Iteration 7Q: 3 clusters Score -79126.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -79126.265625 Penalty: 3260.545166
	Iteration 8F: 3 clusters Score -79126.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168979 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 35328 members 
Mstep: Class 4 contains 22139 members 
Mstep: Class 5 contains 82797 members 
Mstep: Class 6 contains 28569 members 
Mstep: Class 7 contains 13697 members 
Mstep: Class 8 contains 5821 members 
Mstep: Class 9 contains 55312 members 
Mstep: Class 10 contains 26579 members 
Mstep: Class 11 contains 15432 members 
Mstep: Class 12 contains 10152 members 
Mstep: Class 13 contains 195921 members 
Mstep: Class 14 contains 12919 members 
Mstep: Class 15 contains 150549 members 
Mstep: Class 16 contains 14820 members 
Mstep: Class 17 contains 7414 members 
Mstep: Class 18 contains 8264 members 
Mstep: Class 19 contains 8874 members 
Mstep: Class 20 contains 9068 members 
Mstep: Class 21 contains 11470 members 
Mstep: Class 22 contains 326117 members 
Mstep: Class 23 contains 5384 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 83052 members 
Mstep: Class 26 contains 837 members 
Mstep: Class 27 contains 92733 members 
Mstep: Class 28 contains 54419 members 
Mstep: Class 29 contains 5327 members 
Mstep: Class 30 contains 8953 members 
Mstep: Class 31 contains 6231 members 
Mstep: Class 32 contains 10807 members 
Mstep: Class 33 contains 42604 members 
Mstep: Class 34 contains 11051 members 
Mstep: Class 35 contains 4398 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8486 members 
Mstep: Class 38 contains 206534 members 
Mstep: Class 39 contains 224172 members 
Mstep: Class 40 contains 10512 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235488432.000000 Penalty: 158264.671875
Iteration 359Q: 45 clusters Score -2.354884e+08 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168980 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 35310 members 
Mstep: Class 4 contains 22644 members 
Mstep: Class 5 contains 82797 members 
Mstep: Class 6 contains 28568 members 
Mstep: Class 7 contains 13697 members 
Mstep: Class 8 contains 5821 members 
Mstep: Class 9 contains 55310 members 
Mstep: Class 10 contains 26580 members 
Mstep: Class 11 contains 15433 members 
Mstep: Class 12 contains 10155 members 
Mstep: Class 13 contains 196094 members 
Mstep: Class 14 contains 12920 members 
Mstep: Class 15 contains 150548 members 
Mstep: Class 16 contains 14821 members 
Mstep: Class 17 contains 7437 members 
Mstep: Class 18 contains 8264 members 
Mstep: Class 19 contains 8873 members 
Mstep: Class 20 contains 9068 members 
Mstep: Class 21 contains 11543 members 
Mstep: Class 22 contains 326106 members 
Mstep: Class 23 contains 5385 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 83057 members 
Mstep: Class 26 contains 837 members 
Mstep: Class 27 contains 92743 members 
Mstep: Class 28 contains 54382 members 
Mstep: Class 29 contains 5327 members 
Mstep: Class 30 contains 8953 members 
Mstep: Class 31 contains 6238 members 
Mstep: Class 32 contains 10810 members 
Mstep: Class 33 contains 42604 members 
Mstep: Class 34 contains 11047 members 
Mstep: Class 35 contains 4400 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8487 members 
Mstep: Class 38 contains 205946 members 
Mstep: Class 39 contains 224027 members 
Mstep: Class 40 contains 10515 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 1650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235488784.000000 Penalty: 158264.671875
Iteration 360F: 45 clusters Score -2.354888e+08 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168983 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 35298 members 
Mstep: Class 4 contains 22909 members 
Mstep: Class 5 contains 82792 members 
Mstep: Class 6 contains 28559 members 
Mstep: Class 7 contains 13697 members 
Mstep: Class 8 contains 5821 members 
Mstep: Class 9 contains 55310 members 
Mstep: Class 10 contains 26577 members 
Mstep: Class 11 contains 15432 members 
Mstep: Class 12 contains 10153 members 
Mstep: Class 13 contains 196274 members 
Mstep: Class 14 contains 12922 members 
Mstep: Class 15 contains 150542 members 
Mstep: Class 16 contains 14823 members 
Mstep: Class 17 contains 7408 members 
Mstep: Class 18 contains 8266 members 
Mstep: Class 19 contains 8874 members 
Mstep: Class 20 contains 9068 members 
Mstep: Class 21 contains 11586 members 
Mstep: Class 22 contains 326090 members 
Mstep: Class 23 contains 5383 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 83044 members 
Mstep: Class 26 contains 837 members 
Mstep: Class 27 contains 92756 members 
Mstep: Class 28 contains 54355 members 
Mstep: Class 29 contains 5327 members 
Mstep: Class 30 contains 8952 members 
Mstep: Class 31 contains 6237 members 
Mstep: Class 32 contains 10811 members 
Mstep: Class 33 contains 42608 members 
Mstep: Class 34 contains 11045 members 
Mstep: Class 35 contains 4405 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8488 members 
Mstep: Class 38 contains 205625 members 
Mstep: Class 39 contains 223851 members 
Mstep: Class 40 contains 10521 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 1748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235488912.000000 Penalty: 158264.671875
Iteration 361Q: 45 clusters Score -2.354889e+08 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168981 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 35288 members 
Mstep: Class 4 contains 23096 members 
Mstep: Class 5 contains 82784 members 
Mstep: Class 6 contains 28555 members 
Mstep: Class 7 contains 13701 members 
Mstep: Class 8 contains 5822 members 
Mstep: Class 9 contains 55314 members 
Mstep: Class 10 contains 26580 members 
Mstep: Class 11 contains 15435 members 
Mstep: Class 12 contains 10152 members 
Mstep: Class 13 contains 196432 members 
Mstep: Class 14 contains 12921 members 
Mstep: Class 15 contains 150534 members 
Mstep: Class 16 contains 14825 members 
Mstep: Class 17 contains 7401 members 
Mstep: Class 18 contains 8264 members 
Mstep: Class 19 contains 8874 members 
Mstep: Class 20 contains 9068 members 
Mstep: Class 21 contains 11642 members 
Mstep: Class 22 contains 326069 members 
Mstep: Class 23 contains 5388 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 83036 members 
Mstep: Class 26 contains 838 members 
Mstep: Class 27 contains 92764 members 
Mstep: Class 28 contains 54307 members 
Mstep: Class 29 contains 5327 members 
Mstep: Class 30 contains 8952 members 
Mstep: Class 31 contains 6238 members 
Mstep: Class 32 contains 10815 members 
Mstep: Class 33 contains 42605 members 
Mstep: Class 34 contains 11046 members 
Mstep: Class 35 contains 4408 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8490 members 
Mstep: Class 38 contains 205419 members 
Mstep: Class 39 contains 223665 members 
Mstep: Class 40 contains 10524 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 1817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235489168.000000 Penalty: 158264.671875
Iteration 362Q: 45 clusters Score -2.354892e+08 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168980 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 35277 members 
Mstep: Class 4 contains 23225 members 
Mstep: Class 5 contains 82779 members 
Mstep: Class 6 contains 28550 members 
Mstep: Class 7 contains 13699 members 
Mstep: Class 8 contains 5823 members 
Mstep: Class 9 contains 55313 members 
Mstep: Class 10 contains 26586 members 
Mstep: Class 11 contains 15435 members 
Mstep: Class 12 contains 10152 members 
Mstep: Class 13 contains 196617 members 
Mstep: Class 14 contains 12925 members 
Mstep: Class 15 contains 150534 members 
Mstep: Class 16 contains 14826 members 
Mstep: Class 17 contains 7409 members 
Mstep: Class 18 contains 8261 members 
Mstep: Class 19 contains 8876 members 
Mstep: Class 20 contains 9068 members 
Mstep: Class 21 contains 11698 members 
Mstep: Class 22 contains 326016 members 
Mstep: Class 23 contains 5389 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 83026 members 
Mstep: Class 26 contains 839 members 
Mstep: Class 27 contains 92773 members 
Mstep: Class 28 contains 54263 members 
Mstep: Class 29 contains 5330 members 
Mstep: Class 30 contains 8952 members 
Mstep: Class 31 contains 6241 members 
Mstep: Class 32 contains 10815 members 
Mstep: Class 33 contains 42603 members 
Mstep: Class 34 contains 11046 members 
Mstep: Class 35 contains 4413 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8492 members 
Mstep: Class 38 contains 205293 members 
Mstep: Class 39 contains 223457 members 
Mstep: Class 40 contains 10525 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 1871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235489664.000000 Penalty: 158264.671875
Iteration 363Q: 45 clusters Score -2.354897e+08 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168972 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 35259 members 
Mstep: Class 4 contains 23314 members 
Mstep: Class 5 contains 82773 members 
Mstep: Class 6 contains 28546 members 
Mstep: Class 7 contains 13700 members 
Mstep: Class 8 contains 5822 members 
Mstep: Class 9 contains 55316 members 
Mstep: Class 10 contains 26589 members 
Mstep: Class 11 contains 15437 members 
Mstep: Class 12 contains 10150 members 
Mstep: Class 13 contains 196811 members 
Mstep: Class 14 contains 12928 members 
Mstep: Class 15 contains 150522 members 
Mstep: Class 16 contains 14830 members 
Mstep: Class 17 contains 7414 members 
Mstep: Class 18 contains 8257 members 
Mstep: Class 19 contains 8876 members 
Mstep: Class 20 contains 9068 members 
Mstep: Class 21 contains 11745 members 
Mstep: Class 22 contains 325968 members 
Mstep: Class 23 contains 5388 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 83014 members 
Mstep: Class 26 contains 838 members 
Mstep: Class 27 contains 92787 members 
Mstep: Class 28 contains 54228 members 
Mstep: Class 29 contains 5331 members 
Mstep: Class 30 contains 8952 members 
Mstep: Class 31 contains 6241 members 
Mstep: Class 32 contains 10817 members 
Mstep: Class 33 contains 42593 members 
Mstep: Class 34 contains 11045 members 
Mstep: Class 35 contains 4417 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8494 members 
Mstep: Class 38 contains 205259 members 
Mstep: Class 39 contains 223230 members 
Mstep: Class 40 contains 10528 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 1918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235489536.000000 Penalty: 158264.671875
Iteration 364Q: 45 clusters Score -2.354895e+08 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168974 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 35241 members 
Mstep: Class 4 contains 23393 members 
Mstep: Class 5 contains 82764 members 
Mstep: Class 6 contains 28542 members 
Mstep: Class 7 contains 13699 members 
Mstep: Class 8 contains 5821 members 
Mstep: Class 9 contains 55303 members 
Mstep: Class 10 contains 26591 members 
Mstep: Class 11 contains 15437 members 
Mstep: Class 12 contains 10148 members 
Mstep: Class 13 contains 197011 members 
Mstep: Class 14 contains 12929 members 
Mstep: Class 15 contains 150513 members 
Mstep: Class 16 contains 14832 members 
Mstep: Class 17 contains 7429 members 
Mstep: Class 18 contains 8255 members 
Mstep: Class 19 contains 8878 members 
Mstep: Class 20 contains 9069 members 
Mstep: Class 21 contains 11783 members 
Mstep: Class 22 contains 325937 members 
Mstep: Class 23 contains 5389 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82996 members 
Mstep: Class 26 contains 838 members 
Mstep: Class 27 contains 92804 members 
Mstep: Class 28 contains 54198 members 
Mstep: Class 29 contains 5333 members 
Mstep: Class 30 contains 8953 members 
Mstep: Class 31 contains 6243 members 
Mstep: Class 32 contains 10820 members 
Mstep: Class 33 contains 42588 members 
Mstep: Class 34 contains 11047 members 
Mstep: Class 35 contains 4418 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8491 members 
Mstep: Class 38 contains 205235 members 
Mstep: Class 39 contains 222997 members 
Mstep: Class 40 contains 10532 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235489104.000000 Penalty: 158264.671875
Iteration 365Q: 45 clusters Score -2.354891e+08 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168972 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 35224 members 
Mstep: Class 4 contains 23482 members 
Mstep: Class 5 contains 82757 members 
Mstep: Class 6 contains 28542 members 
Mstep: Class 7 contains 13698 members 
Mstep: Class 8 contains 5819 members 
Mstep: Class 9 contains 55293 members 
Mstep: Class 10 contains 26594 members 
Mstep: Class 11 contains 15440 members 
Mstep: Class 12 contains 10149 members 
Mstep: Class 13 contains 197198 members 
Mstep: Class 14 contains 12934 members 
Mstep: Class 15 contains 150506 members 
Mstep: Class 16 contains 14833 members 
Mstep: Class 17 contains 7440 members 
Mstep: Class 18 contains 8254 members 
Mstep: Class 19 contains 8879 members 
Mstep: Class 20 contains 9069 members 
Mstep: Class 21 contains 11813 members 
Mstep: Class 22 contains 325895 members 
Mstep: Class 23 contains 5392 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82987 members 
Mstep: Class 26 contains 838 members 
Mstep: Class 27 contains 92827 members 
Mstep: Class 28 contains 54173 members 
Mstep: Class 29 contains 5333 members 
Mstep: Class 30 contains 8953 members 
Mstep: Class 31 contains 6243 members 
Mstep: Class 32 contains 10822 members 
Mstep: Class 33 contains 42591 members 
Mstep: Class 34 contains 11047 members 
Mstep: Class 35 contains 4420 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8490 members 
Mstep: Class 38 contains 205221 members 
Mstep: Class 39 contains 222752 members 
Mstep: Class 40 contains 10534 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 1963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235489184.000000 Penalty: 158264.671875
Iteration 366Q: 45 clusters Score -2.354892e+08 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168956 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 35202 members 
Mstep: Class 4 contains 23541 members 
Mstep: Class 5 contains 82751 members 
Mstep: Class 6 contains 28540 members 
Mstep: Class 7 contains 13695 members 
Mstep: Class 8 contains 5821 members 
Mstep: Class 9 contains 55284 members 
Mstep: Class 10 contains 26588 members 
Mstep: Class 11 contains 15438 members 
Mstep: Class 12 contains 10152 members 
Mstep: Class 13 contains 197442 members 
Mstep: Class 14 contains 12933 members 
Mstep: Class 15 contains 150501 members 
Mstep: Class 16 contains 14835 members 
Mstep: Class 17 contains 7448 members 
Mstep: Class 18 contains 8250 members 
Mstep: Class 19 contains 8879 members 
Mstep: Class 20 contains 9071 members 
Mstep: Class 21 contains 11846 members 
Mstep: Class 22 contains 325849 members 
Mstep: Class 23 contains 5394 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82974 members 
Mstep: Class 26 contains 839 members 
Mstep: Class 27 contains 92844 members 
Mstep: Class 28 contains 54134 members 
Mstep: Class 29 contains 5333 members 
Mstep: Class 30 contains 8953 members 
Mstep: Class 31 contains 6248 members 
Mstep: Class 32 contains 10822 members 
Mstep: Class 33 contains 42580 members 
Mstep: Class 34 contains 11047 members 
Mstep: Class 35 contains 4425 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8490 members 
Mstep: Class 38 contains 205250 members 
Mstep: Class 39 contains 222500 members 
Mstep: Class 40 contains 10535 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 1987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235489872.000000 Penalty: 158264.671875
Iteration 367Q: 45 clusters Score -2.354899e+08 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168948 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 35170 members 
Mstep: Class 4 contains 23585 members 
Mstep: Class 5 contains 82749 members 
Mstep: Class 6 contains 28537 members 
Mstep: Class 7 contains 13692 members 
Mstep: Class 8 contains 5822 members 
Mstep: Class 9 contains 55275 members 
Mstep: Class 10 contains 26585 members 
Mstep: Class 11 contains 15438 members 
Mstep: Class 12 contains 10149 members 
Mstep: Class 13 contains 197666 members 
Mstep: Class 14 contains 12932 members 
Mstep: Class 15 contains 150500 members 
Mstep: Class 16 contains 14836 members 
Mstep: Class 17 contains 7454 members 
Mstep: Class 18 contains 8248 members 
Mstep: Class 19 contains 8879 members 
Mstep: Class 20 contains 9071 members 
Mstep: Class 21 contains 11888 members 
Mstep: Class 22 contains 325791 members 
Mstep: Class 23 contains 5393 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82953 members 
Mstep: Class 26 contains 838 members 
Mstep: Class 27 contains 92864 members 
Mstep: Class 28 contains 54083 members 
Mstep: Class 29 contains 5336 members 
Mstep: Class 30 contains 8954 members 
Mstep: Class 31 contains 6248 members 
Mstep: Class 32 contains 10825 members 
Mstep: Class 33 contains 42574 members 
Mstep: Class 34 contains 11046 members 
Mstep: Class 35 contains 4430 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8493 members 
Mstep: Class 38 contains 205312 members 
Mstep: Class 39 contains 222267 members 
Mstep: Class 40 contains 10537 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 2009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235489616.000000 Penalty: 158264.671875
Iteration 368Q: 45 clusters Score -2.354896e+08 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168946 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 35144 members 
Mstep: Class 4 contains 23638 members 
Mstep: Class 5 contains 82744 members 
Mstep: Class 6 contains 28534 members 
Mstep: Class 7 contains 13688 members 
Mstep: Class 8 contains 5822 members 
Mstep: Class 9 contains 55270 members 
Mstep: Class 10 contains 26582 members 
Mstep: Class 11 contains 15439 members 
Mstep: Class 12 contains 10148 members 
Mstep: Class 13 contains 197866 members 
Mstep: Class 14 contains 12934 members 
Mstep: Class 15 contains 150494 members 
Mstep: Class 16 contains 14838 members 
Mstep: Class 17 contains 7456 members 
Mstep: Class 18 contains 8249 members 
Mstep: Class 19 contains 8880 members 
Mstep: Class 20 contains 9071 members 
Mstep: Class 21 contains 11931 members 
Mstep: Class 22 contains 325747 members 
Mstep: Class 23 contains 5392 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82927 members 
Mstep: Class 26 contains 838 members 
Mstep: Class 27 contains 92877 members 
Mstep: Class 28 contains 54025 members 
Mstep: Class 29 contains 5337 members 
Mstep: Class 30 contains 8954 members 
Mstep: Class 31 contains 6251 members 
Mstep: Class 32 contains 10826 members 
Mstep: Class 33 contains 42573 members 
Mstep: Class 34 contains 11046 members 
Mstep: Class 35 contains 4436 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8498 members 
Mstep: Class 38 contains 205372 members 
Mstep: Class 39 contains 222034 members 
Mstep: Class 40 contains 10542 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 2028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235489888.000000 Penalty: 158264.671875
Iteration 369Q: 45 clusters Score -2.354899e+08 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168950 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 35135 members 
Mstep: Class 4 contains 23699 members 
Mstep: Class 5 contains 82739 members 
Mstep: Class 6 contains 28529 members 
Mstep: Class 7 contains 13684 members 
Mstep: Class 8 contains 5822 members 
Mstep: Class 9 contains 55261 members 
Mstep: Class 10 contains 26576 members 
Mstep: Class 11 contains 15436 members 
Mstep: Class 12 contains 10150 members 
Mstep: Class 13 contains 198085 members 
Mstep: Class 14 contains 12933 members 
Mstep: Class 15 contains 150483 members 
Mstep: Class 16 contains 14839 members 
Mstep: Class 17 contains 7454 members 
Mstep: Class 18 contains 8250 members 
Mstep: Class 19 contains 8881 members 
Mstep: Class 20 contains 9071 members 
Mstep: Class 21 contains 11984 members 
Mstep: Class 22 contains 325688 members 
Mstep: Class 23 contains 5394 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82895 members 
Mstep: Class 26 contains 838 members 
Mstep: Class 27 contains 92887 members 
Mstep: Class 28 contains 53982 members 
Mstep: Class 29 contains 5336 members 
Mstep: Class 30 contains 8955 members 
Mstep: Class 31 contains 6253 members 
Mstep: Class 32 contains 10828 members 
Mstep: Class 33 contains 42565 members 
Mstep: Class 34 contains 11048 members 
Mstep: Class 35 contains 4442 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8498 members 
Mstep: Class 38 contains 205426 members 
Mstep: Class 39 contains 221794 members 
Mstep: Class 40 contains 10543 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 2044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235490336.000000 Penalty: 158264.671875
Iteration 370Q: 45 clusters Score -2.354903e+08 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168958 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 35118 members 
Mstep: Class 4 contains 23743 members 
Mstep: Class 5 contains 82741 members 
Mstep: Class 6 contains 28527 members 
Mstep: Class 7 contains 13676 members 
Mstep: Class 8 contains 5822 members 
Mstep: Class 9 contains 55258 members 
Mstep: Class 10 contains 26577 members 
Mstep: Class 11 contains 15433 members 
Mstep: Class 12 contains 10151 members 
Mstep: Class 13 contains 198318 members 
Mstep: Class 14 contains 12931 members 
Mstep: Class 15 contains 150473 members 
Mstep: Class 16 contains 14840 members 
Mstep: Class 17 contains 7455 members 
Mstep: Class 18 contains 8249 members 
Mstep: Class 19 contains 8879 members 
Mstep: Class 20 contains 9072 members 
Mstep: Class 21 contains 12034 members 
Mstep: Class 22 contains 325636 members 
Mstep: Class 23 contains 5395 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82878 members 
Mstep: Class 26 contains 838 members 
Mstep: Class 27 contains 92888 members 
Mstep: Class 28 contains 53934 members 
Mstep: Class 29 contains 5336 members 
Mstep: Class 30 contains 8956 members 
Mstep: Class 31 contains 6257 members 
Mstep: Class 32 contains 10830 members 
Mstep: Class 33 contains 42566 members 
Mstep: Class 34 contains 11049 members 
Mstep: Class 35 contains 4445 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8499 members 
Mstep: Class 38 contains 205459 members 
Mstep: Class 39 contains 221555 members 
Mstep: Class 40 contains 10544 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 2057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235490032.000000 Penalty: 158264.671875
Iteration 371Q: 45 clusters Score -2.3549e+08 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168952 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 35094 members 
Mstep: Class 4 contains 23779 members 
Mstep: Class 5 contains 82740 members 
Mstep: Class 6 contains 28523 members 
Mstep: Class 7 contains 13670 members 
Mstep: Class 8 contains 5822 members 
Mstep: Class 9 contains 55258 members 
Mstep: Class 10 contains 26570 members 
Mstep: Class 11 contains 15431 members 
Mstep: Class 12 contains 10151 members 
Mstep: Class 13 contains 198571 members 
Mstep: Class 14 contains 12932 members 
Mstep: Class 15 contains 150464 members 
Mstep: Class 16 contains 14841 members 
Mstep: Class 17 contains 7460 members 
Mstep: Class 18 contains 8248 members 
Mstep: Class 19 contains 8879 members 
Mstep: Class 20 contains 9072 members 
Mstep: Class 21 contains 12088 members 
Mstep: Class 22 contains 325599 members 
Mstep: Class 23 contains 5396 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82865 members 
Mstep: Class 26 contains 838 members 
Mstep: Class 27 contains 92893 members 
Mstep: Class 28 contains 53880 members 
Mstep: Class 29 contains 5336 members 
Mstep: Class 30 contains 8956 members 
Mstep: Class 31 contains 6259 members 
Mstep: Class 32 contains 10830 members 
Mstep: Class 33 contains 42568 members 
Mstep: Class 34 contains 11051 members 
Mstep: Class 35 contains 4446 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8498 members 
Mstep: Class 38 contains 205501 members 
Mstep: Class 39 contains 221299 members 
Mstep: Class 40 contains 10547 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 2070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235490432.000000 Penalty: 158264.671875
Iteration 372Q: 45 clusters Score -2.354904e+08 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168952 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 35071 members 
Mstep: Class 4 contains 23811 members 
Mstep: Class 5 contains 82741 members 
Mstep: Class 6 contains 28523 members 
Mstep: Class 7 contains 13662 members 
Mstep: Class 8 contains 5822 members 
Mstep: Class 9 contains 55252 members 
Mstep: Class 10 contains 26565 members 
Mstep: Class 11 contains 15428 members 
Mstep: Class 12 contains 10152 members 
Mstep: Class 13 contains 198836 members 
Mstep: Class 14 contains 12934 members 
Mstep: Class 15 contains 150460 members 
Mstep: Class 16 contains 14841 members 
Mstep: Class 17 contains 7466 members 
Mstep: Class 18 contains 8250 members 
Mstep: Class 19 contains 8880 members 
Mstep: Class 20 contains 9071 members 
Mstep: Class 21 contains 12135 members 
Mstep: Class 22 contains 325567 members 
Mstep: Class 23 contains 5396 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82848 members 
Mstep: Class 26 contains 838 members 
Mstep: Class 27 contains 92902 members 
Mstep: Class 28 contains 53819 members 
Mstep: Class 29 contains 5337 members 
Mstep: Class 30 contains 8956 members 
Mstep: Class 31 contains 6262 members 
Mstep: Class 32 contains 10826 members 
Mstep: Class 33 contains 42563 members 
Mstep: Class 34 contains 11052 members 
Mstep: Class 35 contains 4448 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8504 members 
Mstep: Class 38 contains 205542 members 
Mstep: Class 39 contains 221033 members 
Mstep: Class 40 contains 10549 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 2083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235490384.000000 Penalty: 158264.671875
Iteration 373Q: 45 clusters Score -2.354904e+08 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168942 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 35036 members 
Mstep: Class 4 contains 23828 members 
Mstep: Class 5 contains 82736 members 
Mstep: Class 6 contains 28518 members 
Mstep: Class 7 contains 13656 members 
Mstep: Class 8 contains 5822 members 
Mstep: Class 9 contains 55247 members 
Mstep: Class 10 contains 26558 members 
Mstep: Class 11 contains 15425 members 
Mstep: Class 12 contains 10153 members 
Mstep: Class 13 contains 199106 members 
Mstep: Class 14 contains 12938 members 
Mstep: Class 15 contains 150452 members 
Mstep: Class 16 contains 14845 members 
Mstep: Class 17 contains 7468 members 
Mstep: Class 18 contains 8251 members 
Mstep: Class 19 contains 8883 members 
Mstep: Class 20 contains 9069 members 
Mstep: Class 21 contains 12191 members 
Mstep: Class 22 contains 325534 members 
Mstep: Class 23 contains 5394 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82831 members 
Mstep: Class 26 contains 838 members 
Mstep: Class 27 contains 92912 members 
Mstep: Class 28 contains 53766 members 
Mstep: Class 29 contains 5338 members 
Mstep: Class 30 contains 8956 members 
Mstep: Class 31 contains 6264 members 
Mstep: Class 32 contains 10829 members 
Mstep: Class 33 contains 42563 members 
Mstep: Class 34 contains 11051 members 
Mstep: Class 35 contains 4455 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8507 members 
Mstep: Class 38 contains 205591 members 
Mstep: Class 39 contains 220774 members 
Mstep: Class 40 contains 10552 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 2098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235490016.000000 Penalty: 158264.671875
Iteration 374Q: 45 clusters Score -2.3549e+08 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168943 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 35009 members 
Mstep: Class 4 contains 23848 members 
Mstep: Class 5 contains 82731 members 
Mstep: Class 6 contains 28511 members 
Mstep: Class 7 contains 13646 members 
Mstep: Class 8 contains 5822 members 
Mstep: Class 9 contains 55242 members 
Mstep: Class 10 contains 26558 members 
Mstep: Class 11 contains 15418 members 
Mstep: Class 12 contains 10154 members 
Mstep: Class 13 contains 199366 members 
Mstep: Class 14 contains 12941 members 
Mstep: Class 15 contains 150443 members 
Mstep: Class 16 contains 14845 members 
Mstep: Class 17 contains 7468 members 
Mstep: Class 18 contains 8254 members 
Mstep: Class 19 contains 8883 members 
Mstep: Class 20 contains 9069 members 
Mstep: Class 21 contains 12243 members 
Mstep: Class 22 contains 325510 members 
Mstep: Class 23 contains 5395 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82824 members 
Mstep: Class 26 contains 838 members 
Mstep: Class 27 contains 92911 members 
Mstep: Class 28 contains 53706 members 
Mstep: Class 29 contains 5339 members 
Mstep: Class 30 contains 8956 members 
Mstep: Class 31 contains 6268 members 
Mstep: Class 32 contains 10832 members 
Mstep: Class 33 contains 42563 members 
Mstep: Class 34 contains 11052 members 
Mstep: Class 35 contains 4462 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8511 members 
Mstep: Class 38 contains 205629 members 
Mstep: Class 39 contains 220523 members 
Mstep: Class 40 contains 10554 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 2110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235490064.000000 Penalty: 158264.671875
Iteration 375Q: 45 clusters Score -2.354901e+08 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168951 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 34981 members 
Mstep: Class 4 contains 23878 members 
Mstep: Class 5 contains 82724 members 
Mstep: Class 6 contains 28508 members 
Mstep: Class 7 contains 13637 members 
Mstep: Class 8 contains 5823 members 
Mstep: Class 9 contains 55233 members 
Mstep: Class 10 contains 26560 members 
Mstep: Class 11 contains 15416 members 
Mstep: Class 12 contains 10153 members 
Mstep: Class 13 contains 199632 members 
Mstep: Class 14 contains 12939 members 
Mstep: Class 15 contains 150438 members 
Mstep: Class 16 contains 14844 members 
Mstep: Class 17 contains 7477 members 
Mstep: Class 18 contains 8254 members 
Mstep: Class 19 contains 8886 members 
Mstep: Class 20 contains 9069 members 
Mstep: Class 21 contains 12284 members 
Mstep: Class 22 contains 325478 members 
Mstep: Class 23 contains 5399 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82809 members 
Mstep: Class 26 contains 838 members 
Mstep: Class 27 contains 92913 members 
Mstep: Class 28 contains 53668 members 
Mstep: Class 29 contains 5339 members 
Mstep: Class 30 contains 8956 members 
Mstep: Class 31 contains 6264 members 
Mstep: Class 32 contains 10834 members 
Mstep: Class 33 contains 42560 members 
Mstep: Class 34 contains 11053 members 
Mstep: Class 35 contains 4469 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8514 members 
Mstep: Class 38 contains 205655 members 
Mstep: Class 39 contains 220266 members 
Mstep: Class 40 contains 10557 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 2118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235489968.000000 Penalty: 158264.671875
Iteration 376Q: 45 clusters Score -2.3549e+08 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168953 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 34958 members 
Mstep: Class 4 contains 23893 members 
Mstep: Class 5 contains 82724 members 
Mstep: Class 6 contains 28507 members 
Mstep: Class 7 contains 13626 members 
Mstep: Class 8 contains 5823 members 
Mstep: Class 9 contains 55229 members 
Mstep: Class 10 contains 26557 members 
Mstep: Class 11 contains 15415 members 
Mstep: Class 12 contains 10151 members 
Mstep: Class 13 contains 199924 members 
Mstep: Class 14 contains 12933 members 
Mstep: Class 15 contains 150433 members 
Mstep: Class 16 contains 14844 members 
Mstep: Class 17 contains 7482 members 
Mstep: Class 18 contains 8253 members 
Mstep: Class 19 contains 8885 members 
Mstep: Class 20 contains 9068 members 
Mstep: Class 21 contains 12319 members 
Mstep: Class 22 contains 325458 members 
Mstep: Class 23 contains 5405 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82803 members 
Mstep: Class 26 contains 839 members 
Mstep: Class 27 contains 92916 members 
Mstep: Class 28 contains 53634 members 
Mstep: Class 29 contains 5339 members 
Mstep: Class 30 contains 8956 members 
Mstep: Class 31 contains 6262 members 
Mstep: Class 32 contains 10834 members 
Mstep: Class 33 contains 42556 members 
Mstep: Class 34 contains 11050 members 
Mstep: Class 35 contains 4479 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8518 members 
Mstep: Class 38 contains 205679 members 
Mstep: Class 39 contains 219989 members 
Mstep: Class 40 contains 10559 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 2124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235490048.000000 Penalty: 158264.671875
Iteration 377Q: 45 clusters Score -2.3549e+08 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168954 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 34941 members 
Mstep: Class 4 contains 23916 members 
Mstep: Class 5 contains 82723 members 
Mstep: Class 6 contains 28497 members 
Mstep: Class 7 contains 13619 members 
Mstep: Class 8 contains 5823 members 
Mstep: Class 9 contains 55225 members 
Mstep: Class 10 contains 26558 members 
Mstep: Class 11 contains 15413 members 
Mstep: Class 12 contains 10153 members 
Mstep: Class 13 contains 200224 members 
Mstep: Class 14 contains 12934 members 
Mstep: Class 15 contains 150425 members 
Mstep: Class 16 contains 14845 members 
Mstep: Class 17 contains 7484 members 
Mstep: Class 18 contains 8254 members 
Mstep: Class 19 contains 8885 members 
Mstep: Class 20 contains 9070 members 
Mstep: Class 21 contains 12354 members 
Mstep: Class 22 contains 325435 members 
Mstep: Class 23 contains 5407 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82786 members 
Mstep: Class 26 contains 839 members 
Mstep: Class 27 contains 92917 members 
Mstep: Class 28 contains 53607 members 
Mstep: Class 29 contains 5339 members 
Mstep: Class 30 contains 8956 members 
Mstep: Class 31 contains 6259 members 
Mstep: Class 32 contains 10841 members 
Mstep: Class 33 contains 42562 members 
Mstep: Class 34 contains 11049 members 
Mstep: Class 35 contains 4484 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8520 members 
Mstep: Class 38 contains 205695 members 
Mstep: Class 39 contains 219696 members 
Mstep: Class 40 contains 10561 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235490064.000000 Penalty: 158264.671875
Iteration 378Q: 45 clusters Score -2.354901e+08 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168935 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 34922 members 
Mstep: Class 4 contains 23945 members 
Mstep: Class 5 contains 82726 members 
Mstep: Class 6 contains 28490 members 
Mstep: Class 7 contains 13608 members 
Mstep: Class 8 contains 5823 members 
Mstep: Class 9 contains 55219 members 
Mstep: Class 10 contains 26557 members 
Mstep: Class 11 contains 15410 members 
Mstep: Class 12 contains 10154 members 
Mstep: Class 13 contains 200555 members 
Mstep: Class 14 contains 12940 members 
Mstep: Class 15 contains 150420 members 
Mstep: Class 16 contains 14845 members 
Mstep: Class 17 contains 7486 members 
Mstep: Class 18 contains 8254 members 
Mstep: Class 19 contains 8883 members 
Mstep: Class 20 contains 9070 members 
Mstep: Class 21 contains 12377 members 
Mstep: Class 22 contains 325410 members 
Mstep: Class 23 contains 5406 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82771 members 
Mstep: Class 26 contains 840 members 
Mstep: Class 27 contains 92918 members 
Mstep: Class 28 contains 53587 members 
Mstep: Class 29 contains 5339 members 
Mstep: Class 30 contains 8955 members 
Mstep: Class 31 contains 6258 members 
Mstep: Class 32 contains 10843 members 
Mstep: Class 33 contains 42565 members 
Mstep: Class 34 contains 11049 members 
Mstep: Class 35 contains 4491 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8521 members 
Mstep: Class 38 contains 205726 members 
Mstep: Class 39 contains 219384 members 
Mstep: Class 40 contains 10565 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 2130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235490016.000000 Penalty: 158264.671875
Iteration 379Q: 45 clusters Score -2.3549e+08 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168925 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 34898 members 
Mstep: Class 4 contains 23957 members 
Mstep: Class 5 contains 82725 members 
Mstep: Class 6 contains 28484 members 
Mstep: Class 7 contains 13598 members 
Mstep: Class 8 contains 5822 members 
Mstep: Class 9 contains 55218 members 
Mstep: Class 10 contains 26558 members 
Mstep: Class 11 contains 15407 members 
Mstep: Class 12 contains 10155 members 
Mstep: Class 13 contains 200841 members 
Mstep: Class 14 contains 12944 members 
Mstep: Class 15 contains 150417 members 
Mstep: Class 16 contains 14845 members 
Mstep: Class 17 contains 7491 members 
Mstep: Class 18 contains 8254 members 
Mstep: Class 19 contains 8883 members 
Mstep: Class 20 contains 9070 members 
Mstep: Class 21 contains 12407 members 
Mstep: Class 22 contains 325383 members 
Mstep: Class 23 contains 5409 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82759 members 
Mstep: Class 26 contains 843 members 
Mstep: Class 27 contains 92920 members 
Mstep: Class 28 contains 53552 members 
Mstep: Class 29 contains 5339 members 
Mstep: Class 30 contains 8954 members 
Mstep: Class 31 contains 6253 members 
Mstep: Class 32 contains 10844 members 
Mstep: Class 33 contains 42569 members 
Mstep: Class 34 contains 11048 members 
Mstep: Class 35 contains 4497 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8526 members 
Mstep: Class 38 contains 205767 members 
Mstep: Class 39 contains 219113 members 
Mstep: Class 40 contains 10569 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 2133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235489696.000000 Penalty: 158264.671875
Iteration 380F: 45 clusters Score -2.354897e+08 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168927 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 34878 members 
Mstep: Class 4 contains 23970 members 
Mstep: Class 5 contains 82725 members 
Mstep: Class 6 contains 28484 members 
Mstep: Class 7 contains 13586 members 
Mstep: Class 8 contains 5821 members 
Mstep: Class 9 contains 55212 members 
Mstep: Class 10 contains 26556 members 
Mstep: Class 11 contains 15405 members 
Mstep: Class 12 contains 10155 members 
Mstep: Class 13 contains 201108 members 
Mstep: Class 14 contains 12942 members 
Mstep: Class 15 contains 150412 members 
Mstep: Class 16 contains 14844 members 
Mstep: Class 17 contains 7492 members 
Mstep: Class 18 contains 8254 members 
Mstep: Class 19 contains 8882 members 
Mstep: Class 20 contains 9070 members 
Mstep: Class 21 contains 12445 members 
Mstep: Class 22 contains 325355 members 
Mstep: Class 23 contains 5414 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82751 members 
Mstep: Class 26 contains 844 members 
Mstep: Class 27 contains 92927 members 
Mstep: Class 28 contains 53530 members 
Mstep: Class 29 contains 5339 members 
Mstep: Class 30 contains 8955 members 
Mstep: Class 31 contains 6250 members 
Mstep: Class 32 contains 10843 members 
Mstep: Class 33 contains 42573 members 
Mstep: Class 34 contains 11048 members 
Mstep: Class 35 contains 4499 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8527 members 
Mstep: Class 38 contains 205789 members 
Mstep: Class 39 contains 218861 members 
Mstep: Class 40 contains 10570 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 2134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235489600.000000 Penalty: 158264.671875
Iteration 381Q: 45 clusters Score -2.354896e+08 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168922 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 34856 members 
Mstep: Class 4 contains 23982 members 
Mstep: Class 5 contains 82723 members 
Mstep: Class 6 contains 28479 members 
Mstep: Class 7 contains 13580 members 
Mstep: Class 8 contains 5820 members 
Mstep: Class 9 contains 55206 members 
Mstep: Class 10 contains 26555 members 
Mstep: Class 11 contains 15406 members 
Mstep: Class 12 contains 10158 members 
Mstep: Class 13 contains 201374 members 
Mstep: Class 14 contains 12943 members 
Mstep: Class 15 contains 150409 members 
Mstep: Class 16 contains 14846 members 
Mstep: Class 17 contains 7495 members 
Mstep: Class 18 contains 8253 members 
Mstep: Class 19 contains 8883 members 
Mstep: Class 20 contains 9070 members 
Mstep: Class 21 contains 12476 members 
Mstep: Class 22 contains 325324 members 
Mstep: Class 23 contains 5416 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82740 members 
Mstep: Class 26 contains 844 members 
Mstep: Class 27 contains 92924 members 
Mstep: Class 28 contains 53520 members 
Mstep: Class 29 contains 5339 members 
Mstep: Class 30 contains 8954 members 
Mstep: Class 31 contains 6248 members 
Mstep: Class 32 contains 10845 members 
Mstep: Class 33 contains 42570 members 
Mstep: Class 34 contains 11044 members 
Mstep: Class 35 contains 4502 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8529 members 
Mstep: Class 38 contains 205800 members 
Mstep: Class 39 contains 218633 members 
Mstep: Class 40 contains 10572 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 2137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235489568.000000 Penalty: 158264.671875
Iteration 382Q: 45 clusters Score -2.354896e+08 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168921 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 34835 members 
Mstep: Class 4 contains 23989 members 
Mstep: Class 5 contains 82724 members 
Mstep: Class 6 contains 28475 members 
Mstep: Class 7 contains 13569 members 
Mstep: Class 8 contains 5820 members 
Mstep: Class 9 contains 55205 members 
Mstep: Class 10 contains 26559 members 
Mstep: Class 11 contains 15408 members 
Mstep: Class 12 contains 10157 members 
Mstep: Class 13 contains 201657 members 
Mstep: Class 14 contains 12942 members 
Mstep: Class 15 contains 150411 members 
Mstep: Class 16 contains 14847 members 
Mstep: Class 17 contains 7497 members 
Mstep: Class 18 contains 8253 members 
Mstep: Class 19 contains 8882 members 
Mstep: Class 20 contains 9070 members 
Mstep: Class 21 contains 12507 members 
Mstep: Class 22 contains 325290 members 
Mstep: Class 23 contains 5416 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82738 members 
Mstep: Class 26 contains 844 members 
Mstep: Class 27 contains 92919 members 
Mstep: Class 28 contains 53509 members 
Mstep: Class 29 contains 5339 members 
Mstep: Class 30 contains 8953 members 
Mstep: Class 31 contains 6246 members 
Mstep: Class 32 contains 10848 members 
Mstep: Class 33 contains 42570 members 
Mstep: Class 34 contains 11044 members 
Mstep: Class 35 contains 4508 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8534 members 
Mstep: Class 38 contains 205805 members 
Mstep: Class 39 contains 218372 members 
Mstep: Class 40 contains 10573 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 2141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235489280.000000 Penalty: 158264.671875
Iteration 383Q: 45 clusters Score -2.354893e+08 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168906 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 34819 members 
Mstep: Class 4 contains 24001 members 
Mstep: Class 5 contains 82720 members 
Mstep: Class 6 contains 28479 members 
Mstep: Class 7 contains 13556 members 
Mstep: Class 8 contains 5820 members 
Mstep: Class 9 contains 55204 members 
Mstep: Class 10 contains 26564 members 
Mstep: Class 11 contains 15406 members 
Mstep: Class 12 contains 10156 members 
Mstep: Class 13 contains 201880 members 
Mstep: Class 14 contains 12944 members 
Mstep: Class 15 contains 150414 members 
Mstep: Class 16 contains 14848 members 
Mstep: Class 17 contains 7499 members 
Mstep: Class 18 contains 8253 members 
Mstep: Class 19 contains 8883 members 
Mstep: Class 20 contains 9070 members 
Mstep: Class 21 contains 12534 members 
Mstep: Class 22 contains 325251 members 
Mstep: Class 23 contains 5416 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82739 members 
Mstep: Class 26 contains 844 members 
Mstep: Class 27 contains 92914 members 
Mstep: Class 28 contains 53497 members 
Mstep: Class 29 contains 5340 members 
Mstep: Class 30 contains 8954 members 
Mstep: Class 31 contains 6244 members 
Mstep: Class 32 contains 10849 members 
Mstep: Class 33 contains 42561 members 
Mstep: Class 34 contains 11046 members 
Mstep: Class 35 contains 4511 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8537 members 
Mstep: Class 38 contains 205824 members 
Mstep: Class 39 contains 218173 members 
Mstep: Class 40 contains 10575 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 2146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235489184.000000 Penalty: 158264.671875
Iteration 384Q: 45 clusters Score -2.354892e+08 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168903 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 34806 members 
Mstep: Class 4 contains 24018 members 
Mstep: Class 5 contains 82721 members 
Mstep: Class 6 contains 28477 members 
Mstep: Class 7 contains 13548 members 
Mstep: Class 8 contains 5820 members 
Mstep: Class 9 contains 55204 members 
Mstep: Class 10 contains 26568 members 
Mstep: Class 11 contains 15405 members 
Mstep: Class 12 contains 10155 members 
Mstep: Class 13 contains 202117 members 
Mstep: Class 14 contains 12945 members 
Mstep: Class 15 contains 150409 members 
Mstep: Class 16 contains 14848 members 
Mstep: Class 17 contains 7503 members 
Mstep: Class 18 contains 8253 members 
Mstep: Class 19 contains 8885 members 
Mstep: Class 20 contains 9071 members 
Mstep: Class 21 contains 12559 members 
Mstep: Class 22 contains 325219 members 
Mstep: Class 23 contains 5417 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82737 members 
Mstep: Class 26 contains 844 members 
Mstep: Class 27 contains 92904 members 
Mstep: Class 28 contains 53480 members 
Mstep: Class 29 contains 5342 members 
Mstep: Class 30 contains 8952 members 
Mstep: Class 31 contains 6241 members 
Mstep: Class 32 contains 10852 members 
Mstep: Class 33 contains 42561 members 
Mstep: Class 34 contains 11042 members 
Mstep: Class 35 contains 4516 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8537 members 
Mstep: Class 38 contains 205822 members 
Mstep: Class 39 contains 217967 members 
Mstep: Class 40 contains 10581 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 2148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235489248.000000 Penalty: 158264.671875
Iteration 385Q: 45 clusters Score -2.354892e+08 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168898 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 34801 members 
Mstep: Class 4 contains 24030 members 
Mstep: Class 5 contains 82723 members 
Mstep: Class 6 contains 28474 members 
Mstep: Class 7 contains 13544 members 
Mstep: Class 8 contains 5819 members 
Mstep: Class 9 contains 55204 members 
Mstep: Class 10 contains 26569 members 
Mstep: Class 11 contains 15404 members 
Mstep: Class 12 contains 10156 members 
Mstep: Class 13 contains 202320 members 
Mstep: Class 14 contains 12947 members 
Mstep: Class 15 contains 150402 members 
Mstep: Class 16 contains 14851 members 
Mstep: Class 17 contains 7504 members 
Mstep: Class 18 contains 8255 members 
Mstep: Class 19 contains 8887 members 
Mstep: Class 20 contains 9071 members 
Mstep: Class 21 contains 12582 members 
Mstep: Class 22 contains 325199 members 
Mstep: Class 23 contains 5417 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82734 members 
Mstep: Class 26 contains 844 members 
Mstep: Class 27 contains 92898 members 
Mstep: Class 28 contains 53464 members 
Mstep: Class 29 contains 5343 members 
Mstep: Class 30 contains 8953 members 
Mstep: Class 31 contains 6242 members 
Mstep: Class 32 contains 10849 members 
Mstep: Class 33 contains 42566 members 
Mstep: Class 34 contains 11039 members 
Mstep: Class 35 contains 4521 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8537 members 
Mstep: Class 38 contains 205831 members 
Mstep: Class 39 contains 217763 members 
Mstep: Class 40 contains 10584 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 2152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235489360.000000 Penalty: 158264.671875
Iteration 386Q: 45 clusters Score -2.354894e+08 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168892 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 34797 members 
Mstep: Class 4 contains 24046 members 
Mstep: Class 5 contains 82726 members 
Mstep: Class 6 contains 28470 members 
Mstep: Class 7 contains 13542 members 
Mstep: Class 8 contains 5819 members 
Mstep: Class 9 contains 55204 members 
Mstep: Class 10 contains 26566 members 
Mstep: Class 11 contains 15400 members 
Mstep: Class 12 contains 10158 members 
Mstep: Class 13 contains 202577 members 
Mstep: Class 14 contains 12944 members 
Mstep: Class 15 contains 150398 members 
Mstep: Class 16 contains 14852 members 
Mstep: Class 17 contains 7506 members 
Mstep: Class 18 contains 8255 members 
Mstep: Class 19 contains 8890 members 
Mstep: Class 20 contains 9071 members 
Mstep: Class 21 contains 12597 members 
Mstep: Class 22 contains 325180 members 
Mstep: Class 23 contains 5417 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82733 members 
Mstep: Class 26 contains 845 members 
Mstep: Class 27 contains 92900 members 
Mstep: Class 28 contains 53453 members 
Mstep: Class 29 contains 5345 members 
Mstep: Class 30 contains 8954 members 
Mstep: Class 31 contains 6244 members 
Mstep: Class 32 contains 10851 members 
Mstep: Class 33 contains 42568 members 
Mstep: Class 34 contains 11036 members 
Mstep: Class 35 contains 4527 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8538 members 
Mstep: Class 38 contains 205833 members 
Mstep: Class 39 contains 217506 members 
Mstep: Class 40 contains 10585 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 2152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235489264.000000 Penalty: 158264.671875
Iteration 387Q: 45 clusters Score -2.354893e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168895 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 34782 members 
Mstep: Class 4 contains 24056 members 
Mstep: Class 5 contains 82725 members 
Mstep: Class 6 contains 28470 members 
Mstep: Class 7 contains 13541 members 
Mstep: Class 8 contains 5820 members 
Mstep: Class 9 contains 55206 members 
Mstep: Class 10 contains 26564 members 
Mstep: Class 11 contains 15396 members 
Mstep: Class 12 contains 10156 members 
Mstep: Class 13 contains 202834 members 
Mstep: Class 14 contains 12944 members 
Mstep: Class 15 contains 150397 members 
Mstep: Class 16 contains 14851 members 
Mstep: Class 17 contains 7508 members 
Mstep: Class 18 contains 8257 members 
Mstep: Class 19 contains 8889 members 
Mstep: Class 20 contains 9071 members 
Mstep: Class 21 contains 12626 members 
Mstep: Class 22 contains 325145 members 
Mstep: Class 23 contains 5416 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82731 members 
Mstep: Class 26 contains 845 members 
Mstep: Class 27 contains 92896 members 
Mstep: Class 28 contains 53451 members 
Mstep: Class 29 contains 5346 members 
Mstep: Class 30 contains 8955 members 
Mstep: Class 31 contains 6243 members 
Mstep: Class 32 contains 10851 members 
Mstep: Class 33 contains 42572 members 
Mstep: Class 34 contains 11034 members 
Mstep: Class 35 contains 4530 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8537 members 
Mstep: Class 38 contains 205829 members 
Mstep: Class 39 contains 217268 members 
Mstep: Class 40 contains 10588 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 2152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235489072.000000 Penalty: 158264.671875
Iteration 388Q: 45 clusters Score -2.354891e+08 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168883 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 34778 members 
Mstep: Class 4 contains 24065 members 
Mstep: Class 5 contains 82724 members 
Mstep: Class 6 contains 28471 members 
Mstep: Class 7 contains 13540 members 
Mstep: Class 8 contains 5821 members 
Mstep: Class 9 contains 55209 members 
Mstep: Class 10 contains 26563 members 
Mstep: Class 11 contains 15396 members 
Mstep: Class 12 contains 10156 members 
Mstep: Class 13 contains 203064 members 
Mstep: Class 14 contains 12942 members 
Mstep: Class 15 contains 150391 members 
Mstep: Class 16 contains 14850 members 
Mstep: Class 17 contains 7508 members 
Mstep: Class 18 contains 8255 members 
Mstep: Class 19 contains 8889 members 
Mstep: Class 20 contains 9071 members 
Mstep: Class 21 contains 12648 members 
Mstep: Class 22 contains 325118 members 
Mstep: Class 23 contains 5415 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82729 members 
Mstep: Class 26 contains 845 members 
Mstep: Class 27 contains 92891 members 
Mstep: Class 28 contains 53454 members 
Mstep: Class 29 contains 5345 members 
Mstep: Class 30 contains 8955 members 
Mstep: Class 31 contains 6245 members 
Mstep: Class 32 contains 10851 members 
Mstep: Class 33 contains 42575 members 
Mstep: Class 34 contains 11033 members 
Mstep: Class 35 contains 4530 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8539 members 
Mstep: Class 38 contains 205825 members 
Mstep: Class 39 contains 217060 members 
Mstep: Class 40 contains 10590 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 716 members 
Mstep: Class 44 contains 2153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235488896.000000 Penalty: 158264.671875
Iteration 389Q: 45 clusters Score -2.354889e+08 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168882 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 34780 members 
Mstep: Class 4 contains 24071 members 
Mstep: Class 5 contains 82725 members 
Mstep: Class 6 contains 28471 members 
Mstep: Class 7 contains 13539 members 
Mstep: Class 8 contains 5823 members 
Mstep: Class 9 contains 55207 members 
Mstep: Class 10 contains 26565 members 
Mstep: Class 11 contains 15396 members 
Mstep: Class 12 contains 10156 members 
Mstep: Class 13 contains 203241 members 
Mstep: Class 14 contains 12944 members 
Mstep: Class 15 contains 150390 members 
Mstep: Class 16 contains 14851 members 
Mstep: Class 17 contains 7508 members 
Mstep: Class 18 contains 8251 members 
Mstep: Class 19 contains 8888 members 
Mstep: Class 20 contains 9071 members 
Mstep: Class 21 contains 12674 members 
Mstep: Class 22 contains 325105 members 
Mstep: Class 23 contains 5417 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82722 members 
Mstep: Class 26 contains 845 members 
Mstep: Class 27 contains 92879 members 
Mstep: Class 28 contains 53443 members 
Mstep: Class 29 contains 5343 members 
Mstep: Class 30 contains 8953 members 
Mstep: Class 31 contains 6246 members 
Mstep: Class 32 contains 10848 members 
Mstep: Class 33 contains 42572 members 
Mstep: Class 34 contains 11033 members 
Mstep: Class 35 contains 4534 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8541 members 
Mstep: Class 38 contains 205816 members 
Mstep: Class 39 contains 216904 members 
Mstep: Class 40 contains 10590 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 715 members 
Mstep: Class 44 contains 2154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235489152.000000 Penalty: 158264.671875
Iteration 390Q: 45 clusters Score -2.354892e+08 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168876 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 34779 members 
Mstep: Class 4 contains 24073 members 
Mstep: Class 5 contains 82728 members 
Mstep: Class 6 contains 28468 members 
Mstep: Class 7 contains 13541 members 
Mstep: Class 8 contains 5821 members 
Mstep: Class 9 contains 55204 members 
Mstep: Class 10 contains 26563 members 
Mstep: Class 11 contains 15397 members 
Mstep: Class 12 contains 10156 members 
Mstep: Class 13 contains 203380 members 
Mstep: Class 14 contains 12944 members 
Mstep: Class 15 contains 150386 members 
Mstep: Class 16 contains 14851 members 
Mstep: Class 17 contains 7508 members 
Mstep: Class 18 contains 8250 members 
Mstep: Class 19 contains 8888 members 
Mstep: Class 20 contains 9070 members 
Mstep: Class 21 contains 12683 members 
Mstep: Class 22 contains 325092 members 
Mstep: Class 23 contains 5418 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82717 members 
Mstep: Class 26 contains 845 members 
Mstep: Class 27 contains 92871 members 
Mstep: Class 28 contains 53438 members 
Mstep: Class 29 contains 5343 members 
Mstep: Class 30 contains 8954 members 
Mstep: Class 31 contains 6248 members 
Mstep: Class 32 contains 10847 members 
Mstep: Class 33 contains 42567 members 
Mstep: Class 34 contains 11031 members 
Mstep: Class 35 contains 4537 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8546 members 
Mstep: Class 38 contains 205824 members 
Mstep: Class 39 contains 216789 members 
Mstep: Class 40 contains 10590 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 715 members 
Mstep: Class 44 contains 2155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235489072.000000 Penalty: 158264.671875
Iteration 391Q: 45 clusters Score -2.354891e+08 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168867 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 34779 members 
Mstep: Class 4 contains 24076 members 
Mstep: Class 5 contains 82724 members 
Mstep: Class 6 contains 28473 members 
Mstep: Class 7 contains 13540 members 
Mstep: Class 8 contains 5818 members 
Mstep: Class 9 contains 55201 members 
Mstep: Class 10 contains 26566 members 
Mstep: Class 11 contains 15397 members 
Mstep: Class 12 contains 10160 members 
Mstep: Class 13 contains 203480 members 
Mstep: Class 14 contains 12946 members 
Mstep: Class 15 contains 150382 members 
Mstep: Class 16 contains 14852 members 
Mstep: Class 17 contains 7508 members 
Mstep: Class 18 contains 8251 members 
Mstep: Class 19 contains 8889 members 
Mstep: Class 20 contains 9071 members 
Mstep: Class 21 contains 12699 members 
Mstep: Class 22 contains 325086 members 
Mstep: Class 23 contains 5419 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82716 members 
Mstep: Class 26 contains 845 members 
Mstep: Class 27 contains 92872 members 
Mstep: Class 28 contains 53429 members 
Mstep: Class 29 contains 5343 members 
Mstep: Class 30 contains 8954 members 
Mstep: Class 31 contains 6247 members 
Mstep: Class 32 contains 10845 members 
Mstep: Class 33 contains 42567 members 
Mstep: Class 34 contains 11029 members 
Mstep: Class 35 contains 4538 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8548 members 
Mstep: Class 38 contains 205822 members 
Mstep: Class 39 contains 216693 members 
Mstep: Class 40 contains 10591 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 715 members 
Mstep: Class 44 contains 2155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235489536.000000 Penalty: 158264.671875
Iteration 392Q: 45 clusters Score -2.354895e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168863 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 34784 members 
Mstep: Class 4 contains 24081 members 
Mstep: Class 5 contains 82721 members 
Mstep: Class 6 contains 28470 members 
Mstep: Class 7 contains 13538 members 
Mstep: Class 8 contains 5813 members 
Mstep: Class 9 contains 55200 members 
Mstep: Class 10 contains 26568 members 
Mstep: Class 11 contains 15396 members 
Mstep: Class 12 contains 10159 members 
Mstep: Class 13 contains 203567 members 
Mstep: Class 14 contains 12947 members 
Mstep: Class 15 contains 150384 members 
Mstep: Class 16 contains 14851 members 
Mstep: Class 17 contains 7508 members 
Mstep: Class 18 contains 8252 members 
Mstep: Class 19 contains 8890 members 
Mstep: Class 20 contains 9071 members 
Mstep: Class 21 contains 12712 members 
Mstep: Class 22 contains 325081 members 
Mstep: Class 23 contains 5420 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82715 members 
Mstep: Class 26 contains 844 members 
Mstep: Class 27 contains 92865 members 
Mstep: Class 28 contains 53420 members 
Mstep: Class 29 contains 5344 members 
Mstep: Class 30 contains 8954 members 
Mstep: Class 31 contains 6246 members 
Mstep: Class 32 contains 10846 members 
Mstep: Class 33 contains 42567 members 
Mstep: Class 34 contains 11026 members 
Mstep: Class 35 contains 4540 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8548 members 
Mstep: Class 38 contains 205823 members 
Mstep: Class 39 contains 216618 members 
Mstep: Class 40 contains 10591 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 715 members 
Mstep: Class 44 contains 2155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235489456.000000 Penalty: 158264.671875
Iteration 393Q: 45 clusters Score -2.354895e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168860 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 34778 members 
Mstep: Class 4 contains 24085 members 
Mstep: Class 5 contains 82720 members 
Mstep: Class 6 contains 28465 members 
Mstep: Class 7 contains 13536 members 
Mstep: Class 8 contains 5813 members 
Mstep: Class 9 contains 55197 members 
Mstep: Class 10 contains 26568 members 
Mstep: Class 11 contains 15396 members 
Mstep: Class 12 contains 10162 members 
Mstep: Class 13 contains 203613 members 
Mstep: Class 14 contains 12946 members 
Mstep: Class 15 contains 150382 members 
Mstep: Class 16 contains 14851 members 
Mstep: Class 17 contains 7509 members 
Mstep: Class 18 contains 8250 members 
Mstep: Class 19 contains 8892 members 
Mstep: Class 20 contains 9071 members 
Mstep: Class 21 contains 12720 members 
Mstep: Class 22 contains 325075 members 
Mstep: Class 23 contains 5420 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82707 members 
Mstep: Class 26 contains 844 members 
Mstep: Class 27 contains 92865 members 
Mstep: Class 28 contains 53420 members 
Mstep: Class 29 contains 5345 members 
Mstep: Class 30 contains 8953 members 
Mstep: Class 31 contains 6246 members 
Mstep: Class 32 contains 10848 members 
Mstep: Class 33 contains 42569 members 
Mstep: Class 34 contains 11026 members 
Mstep: Class 35 contains 4541 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8548 members 
Mstep: Class 38 contains 205828 members 
Mstep: Class 39 contains 216583 members 
Mstep: Class 40 contains 10591 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 715 members 
Mstep: Class 44 contains 2155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235489680.000000 Penalty: 158264.671875
Iteration 394Q: 45 clusters Score -2.354897e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168854 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 34770 members 
Mstep: Class 4 contains 24094 members 
Mstep: Class 5 contains 82715 members 
Mstep: Class 6 contains 28461 members 
Mstep: Class 7 contains 13537 members 
Mstep: Class 8 contains 5814 members 
Mstep: Class 9 contains 55191 members 
Mstep: Class 10 contains 26566 members 
Mstep: Class 11 contains 15397 members 
Mstep: Class 12 contains 10162 members 
Mstep: Class 13 contains 203617 members 
Mstep: Class 14 contains 12947 members 
Mstep: Class 15 contains 150382 members 
Mstep: Class 16 contains 14853 members 
Mstep: Class 17 contains 7509 members 
Mstep: Class 18 contains 8249 members 
Mstep: Class 19 contains 8892 members 
Mstep: Class 20 contains 9071 members 
Mstep: Class 21 contains 12727 members 
Mstep: Class 22 contains 325073 members 
Mstep: Class 23 contains 5420 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82705 members 
Mstep: Class 26 contains 844 members 
Mstep: Class 27 contains 92863 members 
Mstep: Class 28 contains 53415 members 
Mstep: Class 29 contains 5344 members 
Mstep: Class 30 contains 8951 members 
Mstep: Class 31 contains 6247 members 
Mstep: Class 32 contains 10849 members 
Mstep: Class 33 contains 42567 members 
Mstep: Class 34 contains 11026 members 
Mstep: Class 35 contains 4543 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8549 members 
Mstep: Class 38 contains 205832 members 
Mstep: Class 39 contains 216596 members 
Mstep: Class 40 contains 10591 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 715 members 
Mstep: Class 44 contains 2155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235489648.000000 Penalty: 158264.671875
Iteration 395Q: 45 clusters Score -2.354896e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168843 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 34769 members 
Mstep: Class 4 contains 24102 members 
Mstep: Class 5 contains 82710 members 
Mstep: Class 6 contains 28454 members 
Mstep: Class 7 contains 13538 members 
Mstep: Class 8 contains 5815 members 
Mstep: Class 9 contains 55190 members 
Mstep: Class 10 contains 26571 members 
Mstep: Class 11 contains 15396 members 
Mstep: Class 12 contains 10163 members 
Mstep: Class 13 contains 203604 members 
Mstep: Class 14 contains 12949 members 
Mstep: Class 15 contains 150382 members 
Mstep: Class 16 contains 14853 members 
Mstep: Class 17 contains 7509 members 
Mstep: Class 18 contains 8247 members 
Mstep: Class 19 contains 8892 members 
Mstep: Class 20 contains 9071 members 
Mstep: Class 21 contains 12736 members 
Mstep: Class 22 contains 325070 members 
Mstep: Class 23 contains 5420 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82702 members 
Mstep: Class 26 contains 844 members 
Mstep: Class 27 contains 92863 members 
Mstep: Class 28 contains 53407 members 
Mstep: Class 29 contains 5343 members 
Mstep: Class 30 contains 8950 members 
Mstep: Class 31 contains 6247 members 
Mstep: Class 32 contains 10848 members 
Mstep: Class 33 contains 42567 members 
Mstep: Class 34 contains 11026 members 
Mstep: Class 35 contains 4544 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8551 members 
Mstep: Class 38 contains 205831 members 
Mstep: Class 39 contains 216625 members 
Mstep: Class 40 contains 10590 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 715 members 
Mstep: Class 44 contains 2156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235489360.000000 Penalty: 158264.671875
Iteration 396Q: 45 clusters Score -2.354894e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168828 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 34760 members 
Mstep: Class 4 contains 24116 members 
Mstep: Class 5 contains 82706 members 
Mstep: Class 6 contains 28449 members 
Mstep: Class 7 contains 13536 members 
Mstep: Class 8 contains 5814 members 
Mstep: Class 9 contains 55189 members 
Mstep: Class 10 contains 26573 members 
Mstep: Class 11 contains 15396 members 
Mstep: Class 12 contains 10165 members 
Mstep: Class 13 contains 203599 members 
Mstep: Class 14 contains 12951 members 
Mstep: Class 15 contains 150382 members 
Mstep: Class 16 contains 14855 members 
Mstep: Class 17 contains 7510 members 
Mstep: Class 18 contains 8246 members 
Mstep: Class 19 contains 8891 members 
Mstep: Class 20 contains 9071 members 
Mstep: Class 21 contains 12747 members 
Mstep: Class 22 contains 325069 members 
Mstep: Class 23 contains 5420 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82697 members 
Mstep: Class 26 contains 844 members 
Mstep: Class 27 contains 92857 members 
Mstep: Class 28 contains 53404 members 
Mstep: Class 29 contains 5340 members 
Mstep: Class 30 contains 8949 members 
Mstep: Class 31 contains 6248 members 
Mstep: Class 32 contains 10849 members 
Mstep: Class 33 contains 42566 members 
Mstep: Class 34 contains 11026 members 
Mstep: Class 35 contains 4544 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8552 members 
Mstep: Class 38 contains 205828 members 
Mstep: Class 39 contains 216654 members 
Mstep: Class 40 contains 10589 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 715 members 
Mstep: Class 44 contains 2158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235489184.000000 Penalty: 158264.671875
Iteration 397Q: 45 clusters Score -2.354892e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 168827 members 
Mstep: Class 2 contains 418 members 
Mstep: Class 3 contains 34761 members 
Mstep: Class 4 contains 24117 members 
Mstep: Class 5 contains 82703 members 
Mstep: Class 6 contains 28446 members 
Mstep: Class 7 contains 13535 members 
Mstep: Class 8 contains 5813 members 
Mstep: Class 9 contains 55188 members 
Mstep: Class 10 contains 26573 members 
Mstep: Class 11 contains 15396 members 
Mstep: Class 12 contains 10167 members 
Mstep: Class 13 contains 203568 members 
Mstep: Class 14 contains 12952 members 
Mstep: Class 15 contains 150379 members 
Mstep: Class 16 contains 14855 members 
Mstep: Class 17 contains 7510 members 
Mstep: Class 18 contains 8246 members 
Mstep: Class 19 contains 8891 members 
Mstep: Class 20 contains 9071 members 
Mstep: Class 21 contains 12759 members 
Mstep: Class 22 contains 325065 members 
Mstep: Class 23 contains 5420 members 
Mstep: Class 24 contains 220 members 
Mstep: Class 25 contains 82693 members 
Mstep: Class 26 contains 844 members 
Mstep: Class 27 contains 92848 members 
Mstep: Class 28 contains 53396 members 
Mstep: Class 29 contains 5340 members 
Mstep: Class 30 contains 8947 members 
Mstep: Class 31 contains 6246 members 
Mstep: Class 32 contains 10850 members 
Mstep: Class 33 contains 42568 members 
Mstep: Class 34 contains 11026 members 
Mstep: Class 35 contains 4547 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 8552 members 
Mstep: Class 38 contains 205830 members 
Mstep: Class 39 contains 216695 members 
Mstep: Class 40 contains 10591 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 43 contains 715 members 
Mstep: Class 44 contains 2163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -235489168.000000 Penalty: 158264.671875
Iteration 398Q: 45 clusters Score -2.354892e+08 nChanged 315
Entering ConstructFrom: 
Score: -235489168.000000 Penalty: 158264.671875
Entering ConstructFrom: 
Trying to split cluster 1 (168826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168826 members 
Entering Unmasked Estep 
Score: -20626760.000000 Penalty: 2985.082764
	Iteration 0F: 2 clusters Score -2.062676e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84193 members 
Mstep: Class 2 contains 84633 members 
Entering Unmasked Estep 
Score: -20513912.000000 Penalty: 5970.165527
	Iteration 0F: 3 clusters Score -2.051391e+07 nChanged 80727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81336 members 
Mstep: Class 2 contains 87490 members 
Entering Unmasked Estep 
Score: -20561138.000000 Penalty: 5970.165527
	Iteration 1F: 3 clusters Score -2.056114e+07 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79286 members 
Mstep: Class 2 contains 89540 members 
Entering Unmasked Estep 
Score: -20562272.000000 Penalty: 5970.165527
	Iteration 2Q: 3 clusters Score -2.056227e+07 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76181 members 
Mstep: Class 2 contains 92645 members 
Entering Unmasked Estep 
Score: -20563776.000000 Penalty: 5970.165527
	Iteration 3Q: 3 clusters Score -2.056378e+07 nChanged 6360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71557 members 
Mstep: Class 2 contains 97269 members 
Entering Unmasked Estep 
Score: -20566060.000000 Penalty: 5970.165527
	Iteration 4Q: 3 clusters Score -2.056606e+07 nChanged 7820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64787 members 
Mstep: Class 2 contains 104039 members 
Entering Unmasked Estep 
Score: -20569456.000000 Penalty: 5970.165527
	Iteration 5Q: 3 clusters Score -2.056946e+07 nChanged 10452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55013 members 
Mstep: Class 2 contains 113813 members 
Entering Unmasked Estep 
Score: -20575994.000000 Penalty: 5970.165527
	Iteration 6F: 3 clusters Score -2.057599e+07 nChanged 13054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42251 members 
Mstep: Class 2 contains 126575 members 
Entering Unmasked Estep 
Score: -20586038.000000 Penalty: 5970.165527
	Iteration 7F: 3 clusters Score -2.058604e+07 nChanged 14134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 140619 members 
Entering Unmasked Estep 
Score: -20598402.000000 Penalty: 5970.165527
	Iteration 8F: 3 clusters Score -2.05984e+07 nChanged 12180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 152783 members 
Entering Unmasked Estep 
Score: -20610138.000000 Penalty: 5970.165527
	Iteration 9F: 3 clusters Score -2.061014e+07 nChanged 8064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 160839 members 
Entering Unmasked Estep 
Score: -20617742.000000 Penalty: 5970.165527
	Iteration 10Q: 3 clusters Score -2.061774e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 164987 members 
Entering Unmasked Estep 
Score: -20621462.000000 Penalty: 5970.165527
	Iteration 11Q: 3 clusters Score -2.062146e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 166830 members 
Entering Unmasked Estep 
Score: -20622988.000000 Penalty: 5970.165527
	Iteration 12Q: 3 clusters Score -2.062299e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 167585 members 
Entering Unmasked Estep 
Score: -20623546.000000 Penalty: 5970.165527
	Iteration 13Q: 3 clusters Score -2.062355e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 167914 members 
Entering Unmasked Estep 
Score: -20623768.000000 Penalty: 5970.165527
	Iteration 14Q: 3 clusters Score -2.062377e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 168070 members 
Entering Unmasked Estep 
Score: -20623926.000000 Penalty: 5970.165527
	Iteration 15Q: 3 clusters Score -2.062393e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 168169 members 
Entering Unmasked Estep 
Score: -20624042.000000 Penalty: 5970.165527
	Iteration 16Q: 3 clusters Score -2.062404e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 168232 members 
Entering Unmasked Estep 
Score: -20624104.000000 Penalty: 5970.165527
	Iteration 17Q: 3 clusters Score -2.06241e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 168268 members 
Entering Unmasked Estep 
Score: -20624136.000000 Penalty: 5970.165527
	Iteration 18Q: 3 clusters Score -2.062414e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 168287 members 
Entering Unmasked Estep 
Score: -20624150.000000 Penalty: 5970.165527
	Iteration 19Q: 3 clusters Score -2.062415e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 168300 members 
Entering Unmasked Estep 
Score: -20624160.000000 Penalty: 5970.165527
	Iteration 20F: 3 clusters Score -2.062416e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 168320 members 
Entering Unmasked Estep 
Score: -20624180.000000 Penalty: 5970.165527
	Iteration 21Q: 3 clusters Score -2.062418e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 168325 members 
Entering Unmasked Estep 
Score: -20624180.000000 Penalty: 5970.165527
	Iteration 22Q: 3 clusters Score -2.062418e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 168328 members 
Entering Unmasked Estep 
Score: -20624184.000000 Penalty: 5970.165527
	Iteration 23Q: 3 clusters Score -2.062418e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 168338 members 
Entering Unmasked Estep 
Score: -20624202.000000 Penalty: 5970.165527
	Iteration 24Q: 3 clusters Score -2.06242e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 168346 members 
Entering Unmasked Estep 
Score: -20624210.000000 Penalty: 5970.165527
	Iteration 25Q: 3 clusters Score -2.062421e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 168349 members 
Entering Unmasked Estep 
Score: -20624218.000000 Penalty: 5970.165527
	Iteration 26Q: 3 clusters Score -2.062422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 168351 members 
Entering Unmasked Estep 
Score: -20624218.000000 Penalty: 5970.165527
	Iteration 27Q: 3 clusters Score -2.062422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 168353 members 
Entering Unmasked Estep 
Score: -20624216.000000 Penalty: 5970.165527
	Iteration 28Q: 3 clusters Score -2.062422e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 168352 members 
Entering Unmasked Estep 
Score: -20624224.000000 Penalty: 5970.165527
	Iteration 29Q: 3 clusters Score -2.062422e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 168352 members 
Entering Unmasked Estep 
Score: -20624224.000000 Penalty: 5970.165527
	Iteration 30F: 3 clusters Score -2.062422e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -36346.750000 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -36346.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -35041.175781 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -35041.18 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -35408.535156 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -35408.54 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -35664.078125 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -35664.08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -35990.011719 Penalty: 2993.598877
	Iteration 3F: 3 clusters Score -35990.01 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -36128.046875 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -36128.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -36191.597656 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -36191.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -36200.921875 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -36200.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -36232.636719 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -36232.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -36268.472656 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -36268.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -36287.121094 Penalty: 2993.598877
	Iteration 9Q: 3 clusters Score -36287.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -36301.863281 Penalty: 2993.598877
	Iteration 10Q: 3 clusters Score -36301.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -36301.863281 Penalty: 2993.598877
	Iteration 11F: 3 clusters Score -36301.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (34757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34757 members 
Entering Unmasked Estep 
Score: -4162525.250000 Penalty: 2593.121826
	Iteration 0F: 2 clusters Score -4162525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -4138857.250000 Penalty: 5186.243652
	Iteration 0F: 3 clusters Score -4138857 nChanged 15766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -4147505.750000 Penalty: 5186.243652
	Iteration 1F: 3 clusters Score -4147506 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -4147968.250000 Penalty: 5186.243652
	Iteration 2Q: 3 clusters Score -4147968 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -4148337.000000 Penalty: 5186.243652
	Iteration 3Q: 3 clusters Score -4148337 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -4148728.000000 Penalty: 5186.243652
	Iteration 4Q: 3 clusters Score -4148728 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -4149213.250000 Penalty: 5186.243652
	Iteration 5Q: 3 clusters Score -4149213 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -4149875.500000 Penalty: 5186.243652
	Iteration 6Q: 3 clusters Score -4149876 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -4150800.750000 Penalty: 5186.243652
	Iteration 7Q: 3 clusters Score -4150801 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -4151934.500000 Penalty: 5186.243652
	Iteration 8Q: 3 clusters Score -4151934 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -4153125.500000 Penalty: 5186.243652
	Iteration 9Q: 3 clusters Score -4153126 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
Score: -4154328.750000 Penalty: 5186.243652
	Iteration 10Q: 3 clusters Score -4154329 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -4155534.000000 Penalty: 5186.243652
	Iteration 11Q: 3 clusters Score -4155534 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 29423 members 
Entering Unmasked Estep 
Score: -4156575.250000 Penalty: 5186.243652
	Iteration 12Q: 3 clusters Score -4156575 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 30731 members 
Entering Unmasked Estep 
Score: -4157566.250000 Penalty: 5186.243652
	Iteration 13Q: 3 clusters Score -4157566 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 31817 members 
Entering Unmasked Estep 
Score: -4158341.750000 Penalty: 5186.243652
	Iteration 14Q: 3 clusters Score -4158342 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 32642 members 
Entering Unmasked Estep 
Score: -4158939.250000 Penalty: 5186.243652
	Iteration 15Q: 3 clusters Score -4158939 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 33226 members 
Entering Unmasked Estep 
Score: -4159378.000000 Penalty: 5186.243652
	Iteration 16Q: 3 clusters Score -4159378 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 33603 members 
Entering Unmasked Estep 
Score: -4159643.750000 Penalty: 5186.243652
	Iteration 17Q: 3 clusters Score -4159644 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 33837 members 
Entering Unmasked Estep 
Score: -4159830.750000 Penalty: 5186.243652
	Iteration 18Q: 3 clusters Score -4159831 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 33996 members 
Entering Unmasked Estep 
Score: -4159938.500000 Penalty: 5186.243652
	Iteration 19Q: 3 clusters Score -4159938 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 34089 members 
Entering Unmasked Estep 
Score: -4160011.000000 Penalty: 5186.243652
	Iteration 20F: 3 clusters Score -4160011 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 34160 members 
Entering Unmasked Estep 
Score: -4160076.500000 Penalty: 5186.243652
	Iteration 21Q: 3 clusters Score -4160076 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 34210 members 
Entering Unmasked Estep 
Score: -4160113.500000 Penalty: 5186.243652
	Iteration 22Q: 3 clusters Score -4160114 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 34241 members 
Entering Unmasked Estep 
Score: -4160134.250000 Penalty: 5186.243652
	Iteration 23Q: 3 clusters Score -4160134 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 34263 members 
Entering Unmasked Estep 
Score: -4160164.750000 Penalty: 5186.243652
	Iteration 24Q: 3 clusters Score -4160165 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -4160175.500000 Penalty: 5186.243652
	Iteration 25Q: 3 clusters Score -4160176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 34296 members 
Entering Unmasked Estep 
Score: -4160193.500000 Penalty: 5186.243652
	Iteration 26Q: 3 clusters Score -4160194 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -4160207.500000 Penalty: 5186.243652
	Iteration 27Q: 3 clusters Score -4160208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 34317 members 
Entering Unmasked Estep 
Score: -4160215.250000 Penalty: 5186.243652
	Iteration 28Q: 3 clusters Score -4160215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 34323 members 
Entering Unmasked Estep 
Score: -4160233.750000 Penalty: 5186.243652
	Iteration 29Q: 3 clusters Score -4160234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 34329 members 
Entering Unmasked Estep 
Score: -4160241.000000 Penalty: 5186.243652
	Iteration 30Q: 3 clusters Score -4160241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 34332 members 
Entering Unmasked Estep 
Score: -4160248.500000 Penalty: 5186.243652
	Iteration 31Q: 3 clusters Score -4160248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 34335 members 
Entering Unmasked Estep 
Score: -4160257.500000 Penalty: 5186.243652
	Iteration 32Q: 3 clusters Score -4160258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 34341 members 
Entering Unmasked Estep 
Score: -4160262.500000 Penalty: 5186.243652
	Iteration 33Q: 3 clusters Score -4160262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 34346 members 
Entering Unmasked Estep 
Score: -4160264.500000 Penalty: 5186.243652
	Iteration 34Q: 3 clusters Score -4160264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -4160270.000000 Penalty: 5186.243652
	Iteration 35Q: 3 clusters Score -4160270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -4160277.000000 Penalty: 5186.243652
	Iteration 36Q: 3 clusters Score -4160277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 34356 members 
Entering Unmasked Estep 
Score: -4160270.000000 Penalty: 5186.243652
	Iteration 37Q: 3 clusters Score -4160270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -4160276.000000 Penalty: 5186.243652
	Iteration 38Q: 3 clusters Score -4160276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 34369 members 
Entering Unmasked Estep 
Score: -4160285.500000 Penalty: 5186.243652
	Iteration 39Q: 3 clusters Score -4160286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 34373 members 
Entering Unmasked Estep 
Score: -4160290.500000 Penalty: 5186.243652
	Iteration 40F: 3 clusters Score -4160290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 34374 members 
Entering Unmasked Estep 
Score: -4160298.000000 Penalty: 5186.243652
	Iteration 41Q: 3 clusters Score -4160298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 34375 members 
Entering Unmasked Estep 
Score: -4160299.000000 Penalty: 5186.243652
	Iteration 42Q: 3 clusters Score -4160299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
Score: -4160301.250000 Penalty: 5186.243652
	Iteration 43Q: 3 clusters Score -4160301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
Score: -4160302.000000 Penalty: 5186.243652
	Iteration 44Q: 3 clusters Score -4160302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -4160304.750000 Penalty: 5186.243652
	Iteration 45Q: 3 clusters Score -4160305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 34381 members 
Entering Unmasked Estep 
Score: -4160303.500000 Penalty: 5186.243652
	Iteration 46Q: 3 clusters Score -4160304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 34383 members 
Entering Unmasked Estep 
Score: -4160300.750000 Penalty: 5186.243652
	Iteration 47Q: 3 clusters Score -4160301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 34383 members 
Entering Unmasked Estep 
Score: -4160300.750000 Penalty: 5186.243652
	Iteration 48F: 3 clusters Score -4160301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (24124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Entering Unmasked Estep 
Score: -2836194.000000 Penalty: 2502.558594
	Iteration 0F: 2 clusters Score -2836194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -2819421.250000 Penalty: 5005.117188
	Iteration 0F: 3 clusters Score -2819421 nChanged 10783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -2825274.500000 Penalty: 5005.117188
	Iteration 1F: 3 clusters Score -2825274 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -2825784.750000 Penalty: 5005.117188
	Iteration 2F: 3 clusters Score -2825785 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -2826231.500000 Penalty: 5005.117188
	Iteration 3Q: 3 clusters Score -2826232 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -2826584.750000 Penalty: 5005.117188
	Iteration 4Q: 3 clusters Score -2826585 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -2826906.000000 Penalty: 5005.117188
	Iteration 5Q: 3 clusters Score -2826906 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -2827232.250000 Penalty: 5005.117188
	Iteration 6Q: 3 clusters Score -2827232 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -2827594.500000 Penalty: 5005.117188
	Iteration 7Q: 3 clusters Score -2827594 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -2828007.750000 Penalty: 5005.117188
	Iteration 8Q: 3 clusters Score -2828008 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -2828469.250000 Penalty: 5005.117188
	Iteration 9Q: 3 clusters Score -2828469 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -2828976.000000 Penalty: 5005.117188
	Iteration 10Q: 3 clusters Score -2828976 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -2829458.750000 Penalty: 5005.117188
	Iteration 11Q: 3 clusters Score -2829459 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -2829906.500000 Penalty: 5005.117188
	Iteration 12Q: 3 clusters Score -2829906 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -2830221.500000 Penalty: 5005.117188
	Iteration 13Q: 3 clusters Score -2830222 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -2830426.500000 Penalty: 5005.117188
	Iteration 14Q: 3 clusters Score -2830426 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -2830581.250000 Penalty: 5005.117188
	Iteration 15Q: 3 clusters Score -2830581 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -2830690.500000 Penalty: 5005.117188
	Iteration 16Q: 3 clusters Score -2830690 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -2830785.750000 Penalty: 5005.117188
	Iteration 17Q: 3 clusters Score -2830786 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -2830864.250000 Penalty: 5005.117188
	Iteration 18Q: 3 clusters Score -2830864 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -2830927.750000 Penalty: 5005.117188
	Iteration 19Q: 3 clusters Score -2830928 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -2830992.500000 Penalty: 5005.117188
	Iteration 20F: 3 clusters Score -2830992 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -2831045.000000 Penalty: 5005.117188
	Iteration 21Q: 3 clusters Score -2831045 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -2831111.250000 Penalty: 5005.117188
	Iteration 22Q: 3 clusters Score -2831111 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -2831157.500000 Penalty: 5005.117188
	Iteration 23Q: 3 clusters Score -2831158 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -2831233.500000 Penalty: 5005.117188
	Iteration 24Q: 3 clusters Score -2831234 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -2831300.750000 Penalty: 5005.117188
	Iteration 25Q: 3 clusters Score -2831301 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -2831407.250000 Penalty: 5005.117188
	Iteration 26Q: 3 clusters Score -2831407 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -2831505.750000 Penalty: 5005.117188
	Iteration 27Q: 3 clusters Score -2831506 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -2831606.250000 Penalty: 5005.117188
	Iteration 28Q: 3 clusters Score -2831606 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -2831723.750000 Penalty: 5005.117188
	Iteration 29Q: 3 clusters Score -2831724 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -2831810.500000 Penalty: 5005.117188
	Iteration 30Q: 3 clusters Score -2831810 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -2831931.500000 Penalty: 5005.117188
	Iteration 31Q: 3 clusters Score -2831932 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -2832045.250000 Penalty: 5005.117188
	Iteration 32Q: 3 clusters Score -2832045 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -2832145.500000 Penalty: 5005.117188
	Iteration 33Q: 3 clusters Score -2832146 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -2832265.000000 Penalty: 5005.117188
	Iteration 34Q: 3 clusters Score -2832265 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -2832403.000000 Penalty: 5005.117188
	Iteration 35Q: 3 clusters Score -2832403 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -2832540.500000 Penalty: 5005.117188
	Iteration 36Q: 3 clusters Score -2832540 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -2832682.750000 Penalty: 5005.117188
	Iteration 37Q: 3 clusters Score -2832683 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -2832831.750000 Penalty: 5005.117188
	Iteration 38Q: 3 clusters Score -2832832 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -2832961.500000 Penalty: 5005.117188
	Iteration 39Q: 3 clusters Score -2832962 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -2833094.750000 Penalty: 5005.117188
	Iteration 40F: 3 clusters Score -2833095 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -2833209.000000 Penalty: 5005.117188
	Iteration 41Q: 3 clusters Score -2833209 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -2833327.500000 Penalty: 5005.117188
	Iteration 42Q: 3 clusters Score -2833328 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -2833426.000000 Penalty: 5005.117188
	Iteration 43Q: 3 clusters Score -2833426 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -2833505.250000 Penalty: 5005.117188
	Iteration 44Q: 3 clusters Score -2833505 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -2833589.000000 Penalty: 5005.117188
	Iteration 45Q: 3 clusters Score -2833589 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -2833680.000000 Penalty: 5005.117188
	Iteration 46Q: 3 clusters Score -2833680 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -2833750.000000 Penalty: 5005.117188
	Iteration 47Q: 3 clusters Score -2833750 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -2833813.000000 Penalty: 5005.117188
	Iteration 48Q: 3 clusters Score -2833813 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -2833872.750000 Penalty: 5005.117188
	Iteration 49Q: 3 clusters Score -2833873 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -2833908.000000 Penalty: 5005.117188
	Iteration 50Q: 3 clusters Score -2833908 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -2833941.750000 Penalty: 5005.117188
	Iteration 51Q: 3 clusters Score -2833942 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -2833970.000000 Penalty: 5005.117188
	Iteration 52Q: 3 clusters Score -2833970 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -2834002.000000 Penalty: 5005.117188
	Iteration 53Q: 3 clusters Score -2834002 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -2834017.250000 Penalty: 5005.117188
	Iteration 54Q: 3 clusters Score -2834017 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -2834029.750000 Penalty: 5005.117188
	Iteration 55Q: 3 clusters Score -2834030 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -2834044.000000 Penalty: 5005.117188
	Iteration 56Q: 3 clusters Score -2834044 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -2834057.500000 Penalty: 5005.117188
	Iteration 57Q: 3 clusters Score -2834058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -2834063.000000 Penalty: 5005.117188
	Iteration 58Q: 3 clusters Score -2834063 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -2834074.250000 Penalty: 5005.117188
	Iteration 59Q: 3 clusters Score -2834074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -2834077.750000 Penalty: 5005.117188
	Iteration 60F: 3 clusters Score -2834078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -2834081.250000 Penalty: 5005.117188
	Iteration 61Q: 3 clusters Score -2834081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -2834085.750000 Penalty: 5005.117188
	Iteration 62Q: 3 clusters Score -2834086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -2834089.000000 Penalty: 5005.1